{ "cells": [ { "cell_type": "markdown", "id": "ec439208-fd40-4b2e-92b7-0ee8e84ebd24", "metadata": {}, "source": [ "## ELETTRA-10: Local ID correction (local correction: sector ORM)" ] }, { "cell_type": "code", "execution_count": 1, "id": "d76b5318-3cd1-4a9f-a289-43e5f6a92b11", "metadata": {}, "outputs": [], "source": [ "# In this example model free local ID correction is performed using sector ORM" ] }, { "cell_type": "code", "execution_count": 2, "id": "ae275b38-016a-443f-9011-2ace935713be", "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": "c513e329-b846-409b-b45c-67c84cbd9cd2", "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": "7921a3bf-be0f-45e7-b6f8-8bb662a4c47b", "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": "7280440c-6fbb-465b-bf2f-d9b05829664b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "14" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define list of element names with trim coils\n", "# Note, individual correctors are added separatly\n", "\n", "names = ['SD_S01_01', 'SD_S01_02', 'SD_S01_03', 'SD_S01_04', 'SD_S01_07', 'SD_S01_08', 'SD_S01_09', 'SD_S01_10', 'SF_S01_01', 'SF_S01_06', 'SH_S01_01', 'SH_S01_04', 'OCT_S01_01', 'OCT_S01_04', 'SD_S02_01', 'SD_S02_02', 'SD_S02_03', 'SD_S02_04', 'SD_S02_07', 'SD_S02_08', 'SD_S02_09', 'SD_S02_10', 'SF_S02_01', 'SF_S02_06', 'SH_S02_01', 'SH_S02_04', 'OCT_S02_01', 'OCT_S02_04', 'SD_S03_01', 'SD_S03_02', 'SD_S03_03', 'SD_S03_04', 'SD_S03_07', 'SD_S03_08', 'SD_S03_09', 'SD_S03_10', 'SF_S03_01', 'SF_S03_06', 'SH_S03_01', 'SH_S03_04', 'OCT_S03_01', 'OCT_S03_04', 'SD_S04_01', 'SD_S04_02', 'SD_S04_03', 'SD_S04_04', 'SD_S04_07', 'SD_S04_08', 'SD_S04_09', 'SD_S04_10', 'SF_S04_01', 'SF_S04_06', 'SH_S04_01', 'SH_S04_04', 'OCT_S04_01', 'OCT_S04_04', 'SD_S05_01', 'SD_S05_02', 'SD_S05_03', 'SD_S05_04', 'SD_S05_07', 'SD_S05_08', 'SD_S05_09', 'SD_S05_10', 'SF_S05_01', 'SF_S05_06', 'SH_S05_01', 'SH_S05_04', 'OCT_S05_01', 'OCT_S05_04', 'SD_S06_01', 'SD_S06_02', 'SD_S06_03', 'SD_S06_04', 'SD_S06_07', 'SD_S06_08', 'SD_S06_09', 'SD_S06_10', 'SF_S06_01', 'SF_S06_06', 'SH_S06_01', 'SH_S06_04', 'OCT_S06_01', 'OCT_S06_04', 'SD_S07_01', 'SD_S07_02', 'SD_S07_03', 'SD_S07_04', 'SD_S07_07', 'SD_S07_08', 'SD_S07_09', 'SD_S07_10', 'SF_S07_01', 'SF_S07_06', 'SH_S07_01', 'SH_S07_04', 'OCT_S07_01', 'OCT_S07_04', 'SD_S08_01', 'SD_S08_02', 'SD_S08_03', 'SD_S08_04', 'SD_S08_07', 'SD_S08_08', 'SD_S08_09', 'SD_S08_10', 'SF_S08_01', 'SF_S08_06', 'SH_S08_01', 'SH_S08_04', 'OCT_S08_01', 'OCT_S08_04', 'SD_S09_01', 'SD_S09_02', 'SD_S09_03', 'SD_S09_04', 'SD_S09_07', 'SD_S09_08', 'SD_S09_09', 'SD_S09_10', 'SF_S09_01', 'SF_S09_06', 'SH_S09_01', 'SH_S09_04', 'OCT_S09_01', 'OCT_S09_04', 'SD_S10_01', 'SD_S10_02', 'SD_S10_03', 'SD_S10_04', 'SD_S10_07', 'SD_S10_08', 'SD_S10_09', 'SD_S10_10', 'SF_S10_01', 'SF_S10_06', 'SH_S10_01', 'SH_S10_04', 'OCT_S10_01', 'OCT_S10_04', 'SD_S11_01', 'SD_S11_02', 'SD_S11_03', 'SD_S11_04', 'SD_S11_07', 'SD_S11_08', 'SD_S11_09', 'SD_S11_10', 'SF_S11_01', 'SF_S11_06', 'SH_S11_01', 'SH_S11_04', 'OCT_S11_01', 'OCT_S11_04', 'SD_S12_01', 'SD_S12_02', 'SD_S12_03', 'SD_S12_04', 'SD_S12_07', 'SD_S12_08', 'SD_S12_09', 'SD_S12_10', 'SF_S12_01', 'SF_S12_06', 'SH_S12_01', 'SH_S12_04', 'OCT_S12_01', 'OCT_S12_04']\n", "\n", "# Select subset of correctors\n", "\n", "names = [name for name in names if 'S01' in name]\n", "len(names)" ] }, { "cell_type": "code", "execution_count": 6, "id": "d903b5b4-4b7a-4a62-9ae1-fc92564417f7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 710,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 16,\n", " 'Marker': 12}" ] }, "execution_count": 6, "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') and 'S01' in name:\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", " continue \n", " if name in names:\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": 7, "id": "14496494-2cc1-49e7-9e4f-b9077ce6ce9c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([336, 32])\n" ] } ], "source": [ "# Compute ORM (2*168 x 2*(14 + 2))\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "orm = ORM(ring, orbit, [], limit=1)\n", "print(orm.shape)" ] }, { "cell_type": "code", "execution_count": 8, "id": "1fca79fd-8bc2-4162-a490-bbf005302ad3", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 9, "id": "d5d19e9e-c9e9-48be-b97a-2e3509ea2a07", "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": 10, "id": "b748e9e5-ad52-4037-9145-b2c6950e0065", "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": 11, "id": "44700bcd-722c-43f3-905f-2ccda48012ef", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 12, "id": "49ea7960-eb9d-40f4-a328-80d76446d452", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 13, "id": "f5b2f8cd-1e79-47b9-82af-28a0ecbf3bee", "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": 14, "id": "a29fb9dc-9409-4874-8dfe-c1a0aefef6ca", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[ 1.2608, 0.3460, -0.2254, ..., 0.0000, 0.0000, 0.0000],\n", " [ 0.7149, 0.3956, 0.0488, ..., 0.0000, 0.0000, 0.0000],\n", " [ 0.4009, 0.9655, 1.1580, ..., 0.0000, 0.0000, 0.0000],\n", " ...,\n", " [ 0.0000, 0.0000, 0.0000, ..., -0.2441, 0.5330, 2.9078],\n", " [ 0.0000, 0.0000, 0.0000, ..., -1.1255, -0.1987, 2.8291],\n", " [ 0.0000, 0.0000, 0.0000, ..., -1.7696, -0.8524, 2.2974]],\n", " dtype=torch.float64)\n", "tensor([[[-3.8566e-01, -2.2381e+00, -7.5455e-01, -1.1784e-01, -2.5358e-01,\n", " -2.2173e-02],\n", " [ 5.0295e-02, 1.2518e-01, 8.2528e-03, -1.6907e-01, -4.2751e-01,\n", " -5.0938e-02],\n", " [ 1.7644e-01, 9.0914e-01, 2.8314e-01, -7.3071e-02, -2.0108e-01,\n", " -2.6916e-02],\n", " ...,\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " [[-2.5991e-01, -1.5344e+00, -5.2273e-01, -1.1730e-01, -2.7077e-01,\n", " -2.8456e-02],\n", " [ 3.3890e-02, 8.5809e-02, 5.7158e-03, -1.6831e-01, -4.5659e-01,\n", " -6.5459e-02],\n", " [ 1.1890e-01, 6.2329e-01, 1.9615e-01, -7.2744e-02, -2.1478e-01,\n", " -3.4603e-02],\n", " ...,\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " [[ 6.5381e-02, 2.3384e-01, 4.8616e-02, -1.9138e-01, -5.1419e-01,\n", " -7.1631e-02],\n", " [-8.5541e-03, -1.3152e-02, -5.4037e-04, -2.7465e-01, -8.6750e-01,\n", " -1.6504e-01],\n", " [-2.9931e-02, -9.5039e-02, -1.8249e-02, -1.1872e-01, -4.0817e-01,\n", " -8.7285e-02],\n", " ...,\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " ...,\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " ...,\n", " [ 5.6183e-01, 8.0215e-01, 5.3087e-01, -2.8114e+00, -6.3872e+00,\n", " -7.6760e+00],\n", " [ 4.3319e-01, 6.2654e-01, 4.2304e-01, -1.8034e+00, -4.1626e+00,\n", " -5.0544e+00],\n", " [-4.4112e-01, -6.3972e-01, -4.3370e-01, 1.7591e+00, 4.0770e+00,\n", " 4.9635e+00]],\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " ...,\n", " [-1.0702e+00, -5.1462e-01, -2.2089e-02, -2.6943e+00, -6.2627e+00,\n", " -7.6565e+00],\n", " [-8.2514e-01, -4.0171e-01, -1.7589e-02, -1.7283e+00, -4.0815e+00,\n", " -5.0416e+00],\n", " [ 8.4024e-01, 4.1010e-01, 1.8029e-02, 1.6858e+00, 3.9976e+00,\n", " 4.9509e+00]],\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00],\n", " ...,\n", " [-2.4269e+00, -1.6658e+00, -5.3691e-01, -2.1483e+00, -5.1320e+00,\n", " -6.3987e+00],\n", " [-1.8712e+00, -1.3007e+00, -4.2783e-01, -1.3781e+00, -3.3447e+00,\n", " -4.2133e+00],\n", " [ 1.9055e+00, 1.3279e+00, 4.3861e-01, 1.3442e+00, 3.2759e+00,\n", " 4.1376e+00]]], dtype=torch.float64)\n", "tensor([[[ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " ...,\n", " [ 0.7728, -1.5869, 0.6509, -1.2758],\n", " [ 0.5909, -1.2508, 0.4193, -0.8480],\n", " [-0.6007, 1.2795, -0.4095, 0.8347]],\n", "\n", " [[ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " ...,\n", " [ 0.6429, -1.0958, 0.6730, -0.9407],\n", " [ 0.4913, -0.8637, 0.4336, -0.6253],\n", " [-0.4993, 0.8835, -0.4234, 0.6155]],\n", "\n", " [[ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " ...,\n", " [ 0.5498, 0.1220, 1.1972, -0.2349],\n", " [ 0.4189, 0.0961, 0.7713, -0.1562],\n", " [-0.4255, -0.0984, -0.7532, 0.1537]],\n", "\n", " ...,\n", "\n", " [[ 0.0406, -0.3419, -0.6285, 0.5897],\n", " [ 0.0189, 0.0126, -0.9466, 0.1015],\n", " [-0.0019, 0.1344, -0.4206, -0.1470],\n", " ...,\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000]],\n", "\n", " [[-0.2335, 0.0505, -0.6094, 0.6009],\n", " [-0.1472, -0.0019, -0.9178, 0.1034],\n", " [-0.0155, -0.0199, -0.4078, -0.1497],\n", " ...,\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000]],\n", "\n", " [[-0.4527, 0.4102, -0.4928, 0.5141],\n", " [-0.2792, -0.0151, -0.7422, 0.0885],\n", " [-0.0257, -0.1612, -0.3298, -0.1281],\n", " ...,\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000],\n", " [ 0.0000, 0.0000, 0.0000, 0.0000]]], dtype=torch.float64)\n" ] } ], "source": [ "# Define ORM observable\n", "\n", "def observable_orm(kn, ks):\n", " orm = ORM(ring, orbit, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), limit=1)\n", " return orm\n", "\n", "kn = torch.tensor(6*[0.0], dtype=dtype)\n", "ks = torch.tensor(4*[0.0], dtype=dtype)\n", "\n", "print(observable_orm(kn, ks))\n", "print(torch.func.jacfwd(observable_orm, 0)(kn, ks))\n", "print(torch.func.jacfwd(observable_orm, 1)(kn, ks))" ] }, { "cell_type": "code", "execution_count": 15, "id": "9c0d2e08-478e-4cb3-8018-70a8c31d0a6a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([10752])\n", "torch.Size([10752, 10])\n" ] } ], "source": [ "# Construct full target observable vector and corresponding responce matrix\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " orm = observable_orm(kn, ks)\n", " return orm.flatten()\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 16, "id": "3a472237-0e6a-423b-9860-5ef29f8b7710", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(10)\n" ] } ], "source": [ "# To perform model free correction the response matrix should have full rank\n", "\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 17, "id": "f3ce1b79-fc1f-4aa9-8afd-6d3189a045e0", "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": 18, "id": "27999f14-8ee1-4907-a54c-0bec1979fb50", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 710,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 16,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 18, "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": 19, "id": "77487c9d-febd-4405-be91-07f9facb804d", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 20, "id": "dd2d71b7-6211-42b6-a610-09d455f474c8", "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": 21, "id": "84a049ad-feb7-48cf-9a40-5a115c03334f", "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": 22, "id": "f4c57112-a700-4852-a7d8-a3caa0a36a78", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 23, "id": "b97a8513-aff4-4348-9f8c-dbfd0065e1ee", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "527fd297-cbb8-4e4f-bc8a-6b52f9b6f5e9", "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": 25, "id": "323c8c70-771f-411e-a2ec-50a89a7b5f52", "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": 26, "id": "c324192c-bc30-49d4-b18b-70d0774ad7d9", "metadata": {}, "outputs": [ { "data": { 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Q1CSH3195ZWTREx07yul+PBllGPNiZD0pgGtKMYwVqK0F6uro95ycyI9z3XVAWhqwbRvw2Wf6nBvDMO0bFqWYqCksDL7ThstFrzMMYy3eeotqS3TpAlx+eWTHsNm4rhTDWAGjRSkRKcV2gGHMi4iS6tKFIqQjpXNn4Kqr6PfFiwG3O/pzYximfcOi1HGKnkKS3Q44nW2P53LR80akAjAMYxzV1cCLL9Lv118PpKZGfiyejDKM+eFIKYZhoily7s/s2UC3bmRb3nwz+uMxDNO+YbngOEVPIcnhAAoKfI8njlNQQK8zDGMdXC4K48/NBc45J7pjcaQUw5ifWEVKVVdzjRmGMSuiyHnPntEfKyUFuOEG+v2ll4DKyuiPyTBM+yUx3ifAxAchFDmdwP79wLhxwIoVwCefAGefTbVgli2jbaKbm+VH8Xug53v2BO6/H3jkESqWyoIUw1iP/fuBt9+m33/72+gjHYUoxTWlGMa8xEqU8ngolSea6EuGYYxBz0gpAJg+neYSO3ZQBsYf/6jPcRmGaX+wKHUc43AA5eXA3/5GtV8kiQobbtpEP5Fw9ChtLZ2ZyYIUw1iBwkISnkR/XbyYROYJE2jnvR9+APLzIz8+p+8xjPkpK6NHo0SplBQgMZFEqepqFqUYxoyISCm9RCmbDejTB1i9GnjvPeCSS4D+/eXXXS5a3I7Gx2AYpn3AotRxzqBBNGgkJgIdOgCXXgokJNCP3S4/it+VrylfT0gAvvoK2LqVdu2qr6fBhoUphjE3IpUXAE46iZxHm41qQYgU3GjgSCmGMTdNTXJqjVGilM1GAnVFBdWVMupzGIaJHL1FKQAYMIB29Dt4EFi0CHjwQXpeWeaDYRiGRanjnJdeogipbt3ISRw2LDIhyeWi8NxTT6XJ5+jR8kSXhSmGMS/KVF6bjX7PyQHef1+fFFyOlGIYc3P4MD0mJ8v91QgyMkiUYoGaYcyDiJa+6io5jVfUlNIjksnhAI4cAR54gHb1nT2bIrC57izDMEpYlDqOcbkoKiInB3jhBWD79siEJOVqR1UV7bIxahQwfjwLUwxjBRwOYPdu4LHHKOrR4wHmzNGn33KkFMOYG2XqnhCmjUBZ7JxhGHMgoqUrKmiROiUF6NxZ30imW28FvvsO+PBD4P/+j7I0WJBiGEYJi1LHKS4X8N//0sCTkwOccALVkAG0C0lerzy4vPoqPVdeDtx1l/w6wzDmZtQompB27Ej1XvRyFnn3PYYxNyJSyuiUuowMeqypMfZzGIZRjxjrn3wSOHYMOO004MUX9Y9keuAB4KOPqLxHYiILUgzD+MKi1HGK1wucdRawahUVIRQrmGKQ0CIkKcN6u3WjR+HkWn3Q8S8CrYQLNDLtiXfeoVXStDSKlNKrJhyLUgxjbkSkVI8exn4OR0oxjDlxOICiImDJEuDzz4FfftE/kunjj8nHaG7W18dgmHjC80T9iHKzb8aq5OcDAwfS7yec4PuawxF5B/IXpayOCGt2uXyfF2HNdhP1oMLCtucpcLnodYYJhMsFfPklRU3+4x/kjAZq95HANaUYxtyIOjJi/DYKYQs4UophzMepp1K0tN2ufySTywW8/jr5GGPGAJdfrp+PwbQ/rDSfsdI80exwpNRxzNat9DhihH7H7NqVHsvLaUXEyPoUsUBZBFr8rcyzN9Mqj3IXNeV58Q4nTChE+xgwgPprTg5w+un0mh414USkVF0drY4m8qjDMKYiVul7HCnFMObls8/Ibxd1JfWKZBI+xnXXAcuWkSg9cyaQns51Z5nAWGk+Y6V5otnh6cFxiiQBP/1EvxshSrndQG2tXEPCygiD8sQTwN//TruSXH+9+QyN0jA2NQHnnENOBhtGJhSiJpxwFnNy6PlIUnkD0bEjiV2SRJPR7OzojscwjL7EKn1P+AMsSjGMuVBGS//ud9RX9RKMlHVnV64kP6OyUj8fg2l/WG0+I87nscco26BnTxJhzXaeZodFqeOU/ftJNEpOBnJz9TtucjJFRlRV0eprexClADIsf/kLXbNOncxraMR53XMPcMcdwLBhwE03mfd8mfiTn09RTMIBFaIUoE+7sdvJDlRXk11gUYph4o+yDoZ/+p5RdTA4UophzIeI6pgwAdi3j/z4QNEfkaK0I50702dUVkZ/XKZ9Y7X5jMMBzJsHNDRQOzfreZoZznQ8ThGpe0OH6p9OI6Kl2ktdKYAG7aYmivhoajJ3HrzDQecoSfTIhpEJh4iUyMigkHq94ckow5gLkR7x3HMkSgOUvmdkHQzefY9hzIeIZBo7lv5OTqZHh4Oe1zOSSaTzC1GKYULhcACNjTSf8XjMPZ9xuaiIv81G2UJmnieaFY6UOk4RqXv+Rc71oFs3YNeu9iNKCSe9Xz+gQwdg3Dhz58ErDWNjI+9wwoSntJQelVFSetKpE0VncrFzhjEHYkz4979pgjhkCLB0qbHpESxOM4z5EJFMDz1Ej0KUAvS3A1lZ9MiiFKMG5XzGzDs2inlinz7k744ZY+55ollhUeo4xYgi5wKRAlBerv+xY42yWN1rr9GK8uTJwIknmtPgKA1jZiaJjmY8T8ZcxEKUAngyyjBmwuGgBaQnn6S+WVNjbL0O3n2PYcxLYyM9pqQY9xksSjFqEfOZ3r2p3Ywfb875jHKe+MorFCWVl0c/ZjxfM8Ppe8chbjc5ooAxolR7St8TYc3XXAPU19NzjY3GhDVHi9IwioK1Y8fS37z1LhMKkb5ntCjFkVIMYy7OPNO4beD9Eel7jY3khzAMYx6EKKWMlNIbFqUYNSjnM1260HOTJ5tzPqOcJ4o+VFVlznmi2eFIqeOQ7dupk3TpIkc16Yk4ZnsQpURYc0MD5TQDstExm/Kt3OFkyRJ6rroauP12+XWGCYSIlDJq9y0RIcGiFMOYiw8/NGYb+ECkpdHnNDfT2GSE/8EwTGQIoZhFKSbeiPnMVVfJ0UZutzl3bBTzRI9HnicKX9ds80Szw6LUcYgydc9m0//47Sl9TyAKwQKyKGU2lIZRGOzaWnpkw8iEIlbpeyxKMYx5cLmAjz+mfj97NjB4sLHpBjYbRUtVVlIKH4tSDGMeOFKKMQtiPqNM9RaiqVnnM8q5Ifu6kcGi1HGIkUXOgfYVKSWwgiglUKZFcA0fRg1cU4rRSmEhpXwFchBdLhLGlVuBM+ZCpEdMmQL8+KP+28AHIzOTJqRsC6wF9/f2D4tSjNkQZVMA88+9lOfH7TsyDKspVVRUhHHjxoV9X3FxMRYuXIhly5Zh4cKFqOQ7aThGFjkHZFGqtpbS3toDVjKMSlGKC8oy4WhokFd1OH2PUYvdHri2gxA77Fyx0tSI9IhTT6W/jdwGXomoK8Vjk7Xg/t7+iaUoVV1trhQsxpwo55Bmr0OoPD/2dSPDkEipZcuWITc3F0VFRWHfO3v2bGzYsAEACVRz5szB0qVLjTgtBhS9VF5OYfRDhxrzGenpVDuivp4+q08fYz4nllg1UoodfyYcosh5hw5Ax47GfAZHSrU/AkXVKIuTmjXEniFEVIu4f0ZuA69ECNRsC6wF9/f2Tyx23xP9X5LIBgiRimECYSVRyj99T5KMKZHTnjFElJo1a5aq9xUXF/v8nZubi5UrVxpxSsc1yrBrkbqXm0vCkVFh1926AXv3kgjGolRsUZ4fi1JMOIxO3QM4Uqq9Iiaijz4KPPII7bzKE1RrEYvoCCXCFvDYZD1Ev372WWDBAurvc+Zwf28vxMIWJCZStGRNDfkDLEoxoVBmqZhdlFKen9hhNjU1fudjReIacLty5UpkZ2f7PJedna0qwopRjzLsWpm6Z2TYdXurK2UlUUq5snDsGIdIM6GJhSglIqVqa2nnLab9MHw4sG8fsH8/2RqeoFqLeIlSLFBbE4eD/LrSUlp4vOaaeJ8RoxexsgVCiDp61NjPYayPcj5j9rmX//nxGKeduIpSwepHVVRUBHze7Xajurra54cJj6gR4XQCb75Jzx08aGzYddeu9MiiVOzxX00QO/AxTCBiIUqJOjIAR0i0Jyorgd/+Vg5Td7vb1pxhzE2sRSmuKWVtXC6gqYn6e3U1cMst8T4jRi+E7xgrUYpLCDPhsFI9X//z4/atHVPuvhdMrFqwYAHuv//+2J5MO8HhoAiF22+nvxsagJtuMm5VmyOl4of/+dXUyKvTDOOPEKWMKnIOAAkJHLLf3pAk4NprgV27SNDMyQGmTTN25zZGf+IVKcVritZDRNcPHUr+ZGkp8PLLQP/+wJ/+FO+zY6IlFjWlAHn850gSJhxWTd8DuH1HQlwjpbKystpERVVUVCAryIxl/vz5qKqqav3Zt29fDM6y/XD++fLvHTsaO2kQkVLl5cZ9Riyxkijlbxh5RZoJRSwipQBO22lv3H47sGoV0KsXpfABJEqJqFyOmLIGHCnFqEFZ1Lx/f3pu5EhazHj0UeCFF+J7fkx0NDfLqfWcvseYBasWOgfY142EuIpS06ZNC/j8+PHjAz6fkpKCzMxMnx9GPS+9RKvbCQmAx2PspKG9RUpZKYRUacQBdv6Z0MRKlBJ1pXigtj779wMrVlCbueceYMAAer6uTk4X51p21oAjpRg1eL1yuQfhY/zxjyRIZ2UBn38ez7NjokXp13L6HmMWWJQ6vjA8fa+ystIn8qmoqAhZWVnIzc1Fbm6uz3uLi4sxfvz4oJFSTOS4XMBrr9EkYvRo4IILjE2zEKIUR0rFHv/zY+efCYbbLTuGsYqU4vZobTwe4B//oGjYsWOByy8HNm+m14R4z6l71oF332PUoNyhWUwUe/YE7rwTuOsuEqo3bADGjYvL6TFREg9RiiftTDisFBDANaWix5BIqZUrV2LevHkAqA7UsmXLWl/z/3vp0qWYN28eli1bhkWLFmHp0qVGnNJxjQi7vugimnimpvoWPzciYkqIUkeP0iTG6lhJlOJC54xaysroMT2dUnqNhCOlrEdhYdvx4cUXgW3byLYPGEAFj9PT6TWlnWSsQbzS91icti5ClEpNBU47jfzK0lJgwYK2YqPLRXaEMTfCDiQmGrMjtxLhC/CknQkHR0odXxgSKTVt2jRMmzYNDz/8cJvX/EWn3Nzc1vfNmjXLiNM57hFh18OGAStXkiMByKvZRqRZdOpEg5vHAxw5YmwR5VhgZVGKnX8mGMrUPZvN2M/iSCnrYbf7RtRu2UKiVGkpFcMVK95pafTIopT1iFeklNtNP0YXVWb0RZLk6AXhS06bRul7W7ZQfan77qPxRFmHijE3sdp5DwA6d6ZHrinFhIMLnR9fmHL3PUZfRNj1l1/So3AkAOPSLGw2ipYqKaEUPquLUlYKITWy0HlhIU1UA7Ubl4sETmWYP2NuYlVPCuBIKSsi+rnTSXbl88/JprvdwPz58utClFLaScYaxGrHLUF6Oo0hXi9F8bIoZS0aG0mYAuR+f/31tPi4YAGViTjtNIrCFYIUp/Oan1iK05y+Z21iOQ+w0txLnF96Oi3QcfvWTlwLnTOxRRlyHQvEDnztodi5lSOl9BSlROSEf0qPWBE1Ouyb0ReRvhdLUYojpayFSPV+7DFg+XKafCoFKUBO32NRynrEOlLKZuMUPiujTKdR+pJ33kn15UpLgV//mgUpqxFLO6BcoBICJ2MdYjkPsFL6njg/Ub6GRSnt8BTyOCLWolR72oHPiqKUEQVlA9UiU4boswNqLThSSj2B6isJ2nvdFIeDUrElCejeHZgzx/d1Tt+zLrEWpQBZlOJi59ZD+JHJyW0nn08+SaKjx0OP7dkfaG/jQTxEKUliYdqKxHIeoBSllFGaZkT0oe7d6dGqvm48YVHqOEKsYosJhNG0V1GqqcnchlGIUiJSTW/HXwxITz1FOzmyIGVdhCgVi/RaIZJadaC2UpSg3hMml0ueaEpS22NzpJR1iYcoxVGT1iXU4uarr9KjzUbtSusmOlYSeqw0HqghlnYgMVEWprnYuTUR84CnnwZGjQJeeMGYeYDSp5Akc2+cFUiUMvNc0YxYzGwy0cDpe5HjP9lqaorPeajBaFEKAK65Bti3j7aBbmhgQcpIjHTUOVJKPVaKEtRzwiT+Z/RoYMwYYPr0tsfm3fesSzwjpViUsh7BFjeFnejfn+zEZZdp393ZSkKPlcYDNcS6tpxeO/BZSchsbzgc5EMeOEDzDCPavDJSCjB3Cp//3EuSePdzrZjIxDNGE6/0vfLy2HyeUTQ3tzWEZk7h8zeMRjj+TzxBn2Oz0aPWFVFGPUY56o2NQEUF/R5LUaq21pgdP2OBmIg88ggweLBxq4PRoteESfk/w4bRc+ed1/bYnL5nXWK565aAd+K0Lv477wG+dmLoUHru3HPb2olwWE3oEef7+OPAwIHAf/9rzvNUQ6zFaVHsPFpRykpCZnvD5aJ2Y7PRYqMR8wD/gAAzi1KiD3XoIC/UWXURNl7w7nvHERwpFRmBUlKsJErprdS7XDQZz8mhn3HjfLeNZ/RFuQOa+FsPR/3QIXpMS5MjF4xEfIYk0aqaEKmshsMB/OlPFC3Zo4d527w4r8cfB/75T6BLF+3txeuV/+eWW+i5lBT5GEJc5N33rElzM/0AXFOKUYfwI5WRUko78dln9Fx9fVs7oQbxP88+Czz0EC1uXn+9ue3sPfeQwJqVZd7zDEesxenOnekxWlHKKP+ICY24xr170yKD223MPMDfpzDz3Esp7HbqRIt0lZVAnz5xPS1LwaLUcUS8akqVl9NE1GaLzefqjVj9T0wEEhLI+FrBMApRSpyvHs6GGIiGDJGjbE45BTjxRBamjERc03/9C/j978mhe+CBttday3a8ynpSseibiYm0gnTsGDnwVhWlliwhQUpZN8WsbV4poHXqpP08le3If1GDd9+zPso0dI6UYtQQaHFTaSf8BepIbKPDAfz1r8DRo/Q5ZrWvgG+9vfp6c48HobBS+l5hIUVAievscJCfe++9wK230tzjrruseR+sgJgH5OcDL71E7T8lRU7ZBfS79v7pe1aYe6WkUPsuKeFIKa1wYONxRKwjpbKzaaBubrZ2MUPhXKWny467mQ2juM+dO8tig14r0oEED5FLXlBg3bQsK+Bw0CTO46Ec/m3bfF/XGq4ey3pSAqsXO3e5gOefp2s2Zgxw/vna66bEEqWA1tAQ3XmGGj84fc+aKMcxjpRi1BBucVOPqEllWlAkBdNjhRhzBw2i8WDUKHOPB6GwUvqef8peTQ3w/feUlVFdTYvgLEgZh4iMvOIK38Ljw4bpOw+QJNnvSGwJobFC+l5ysty+rerrxguOlDqOiLUolZhIwtSRIzRYiHBdqyEmWunp8sqymUUpYbRTU4GOHWnArq2l9J1oyc8H9u71LR4p0gPZCTAWsSIrVjKfeIL+XrgwsnD1eIhSYvXIihES4hpfcgnw7rv03NSpQG6uOaME/dNsTzstuvNU2hV/lJFSVo6KPd4Q41hCAv3ECo6Usi7h/MhooyaFnR08mOzIkCHmta9izF2+nMa1nj2Biy4y5/mGI9bpe9GIUsqUvbo6YMMG4IMP5IyAzp2tG7FmBcTC9JEjvs9//z1w5536fY5SgOrUiT7PzKKUsg9ZfWOfeMGi1HFErEUpgMJohSglCmBaDaUoJRwtM4tSyhDSzEwSpfR0/r//3vdvXu02HuEADx1KkYceD1BUBDzzDPD55yQ+aq2fEC9RCrDmQC1WB8eOlUWpxsbI6qYYjWgvl18OLF1Kz512GjB8eOQTpkAFjgViItrcTMJ9LKNujif801aUaEndFcRj5z0gelFK7+vAqCeUHQCii5RSCj0ffwwcPAjk5QETJ5pP6FHW0XrnHXqutNSc44EaYp2+F22hc4eD/KC//IXsSFMT0KsXLRJNm2a+9tIe8a9Xu3GjvsdXpu5lZppflPJP3wOsnSUUDzh97zgiUIFKo2kPO/AJUSotzRrpe8Jop6QYkyYhBp6ePemRtzw1FqWjPmAAPffoo8AFF1A7LC6mqEQ1zpdy+2RlTSnxOUZvn2xlUSo/n66x8txFX3M4zDUJFhOmiy6Sn6uuji7NNlSklPI5TuEzDr13moqXKBXtuMQ7bsWPcH5kNKm8SqFH/P+xY+YsDyDGA0C+JkeOkDhitvFADVZK3xPk5dG41thIvtGMGfT8jBnad35ktCN8/86dyeaWlABlZfodXymAC7HUCnMvjpSKHI6UOo4QA2esVkKA9rEDn7KmlDCIZjaMyvustyglSbIoNXEiRWGwKGUsSkd9xQp6Li2N6lgIB9LjUReuLiZzgG+klFL4MhKr15QCfJ1o/yKcZkFMiH7+WX5OXPNIVo693tAr6XY7Pe92k70UEw5GX/TeacqqkVK841b8CFdTKpr0PaWQI/4/moLpsUJMRiWJJuVW3G3LiqLUm2/SNc/IoF3gdu+m5xsarBuxZiWE79+tGy1Sb91KmRQzZ+pzfKUoJdql1SKlrOzrxgMWpY4j4pW+B1hblFKm74nfzSxKKQ2j3qLU7t3kRKSkACefTKIUp+8ZS6Ad0D76CPjkE6BfPxIHJ01SF64uXnvhBeDQIYqS+uIL4LXXjJ3MiXQbMVArJ6NWS7dROhlmtgMARRkIonGOlI5gqMmoEKUY4xB99N//Bh57jCZ3kfbdWNeREYhxqaGBIkuSkrQfQ3zfZ58FHn+cbAsLUsYTzo/Uo9C51yu3TbNHXno8lLYsKC21pigVr5pSVVWR1SF0uYD33gP696fIqHHjgLvvph1+rSBktgeEKNWxI5UG0FuUUkZlisUwK4hSXOg8cjjI+Tgi3AqXEbSHSCmlKGX29D1JMjZ9T9STGjVKLlzPolTsaGggp/ett4BLL6Uop/p6Ob1BTbi6w0HFuktKgB9+MF6QAuQIre++o7/FQG3FdJtA6XtmRTkxjMY5UkaEBZu08A58scPhoHo7u3fLaZmREK9IqY4d9dkZ9ppr6Br88otvfTfGONSKUtHYAaXdMrs98fcFRQSy1Yi1LRALVJKkPWJS+A3TppEPlJJCfX/sWLr+H36o//kybRGiVIcOdO0ByqSQJH2Or5yzWkGU4vS96LHQVICJFo6Uigwr1ZQSuwMCxohSInVv7Fj52Jy+FzsaGmjAv/pq4Fe/kp8DtNXdmDaNJoUJCerrUUWDOLcvvySnsarKuuk2ynQDMztIgH6RUsqU4GAr2tHuusWox+WitmezARUVkddNiZcoZbORMAVENzY98oh8HerruX5MLAhX6FwPO6AUoswuSvmncLMopY7ERNkGaE3hEyUNJk2iv0VbnDCBRCqzj8vtBWWk1KhRdE8PHaIFTz1QzlmtUFNK2Ye40HlksCh1nOD1yoJFPESp8nL91PNYo6wpZXZRSjkYJyfru/W2sp7USSfJDkVTEzsBsUDsutezJ4k4gdIk1BZYXbaM7mdiolyPymgcDoruKi0F3njDmoIUYK1IKeWELhoboGZBgyOlYoMQc/v2BcaMIef3hRci68Ox3nFLSbQryeI65OTQdZg6lQsbx4JwEfd6pO9ZSZTyHwNYlFJPpClOosi8f8phairZg1NP1esMmVAoRanUVErhA/TbhU/pd5h97uX1ki8N+IpSdXXy80x4WJQ6TlCu5sRSlBLpew0Nvqv2VsJK6XtikBYRMEI40iOaqbiYVrVTU4Fhw+h6iKgJjpYyHqXzm5oq9+P6em2Cr8tFW1jn5AAXXxzbXWpmz6Y24/HEJkLLCKwUKaWc0OlRUyqUeCEiJMw+ibQyyuhCseDTuXPkgky8IqWA6KJ4xXXo2ZPsGACcfjrvuBULjNx9T2Cl9L32FikVS4FaiFJHj0b2//47wopHs25A0t5QilKAnMInynxEi5XS9wJlqYj5EafwqYdFqeME0bltttg6oMoUMqum8FlRlBIGXFx7PSKlxEBz4okkKChTMFiUMh7haNlsVBhYOP+SpL49isncjBm+tRhiNZl7/31ZQItVhJbeWClSSrkQcOxY5Ct2auoR6hEhwYRGpK38+te+17lLF/Wpu0riKUpFE8Xr9ZLArRTjjx3TlsLMREYsCp1bSZTyHwP0Sl2KNfGMlIo0xcnf3+UxKLYI/yKQKKVHZowyVdjsopTSB09OJj+d60pph3ffO05QOhJad7mIlm7daDW0vBwYODC2n60HVqop5R/OLBx/PWpKCVFKDDwADUY1NVzsPBb41/VRTgrq69WtcIpJbdeuwDffyMeIxfbJLhdt4ZyTQ3bgiivU7RhoNqwUKeXvnNfUyBsUaEFNpBRPCIxHpOb6Rx2vWwe8+KL2sd2qkVL5+SRwKxELI1ayJVYkFqKUUohyu2lcMutmGOJ6ZGXR2FBRQeccj5TYaIjHTpzR7lAWTJTiSKnY4B8pNWIELVgfOQIcOBD9LpRW2n1PnFdZGfDyyzQOdepENkG5sY+VdpqOByY184zexKPIucDqxc6tWFNK3Gc9iskCZEg3baLfTzpJfl7vQupMcPz7sN0uD9RqJwCiFoNS4BKorUcVCSJC6+qr5UKksYzQ0gu329cpMquDJPAXLyKNmFQzfnD6XuwQ99Vup0nAgQPA/v3ajxMPUaqwkPp7oEgpl4teV8NXX9Fjhw70aNXyAFYjXKFzvUWpQH+bCTEGdOsmf/dDh+J3PpESz/Q9vSKlOH0vtviLUikpwMiR9LseKXzKCG2zz73EeSUlyT6tMlLKijtNxwO+PMcJZhClystj/9l6IJxdK4lSYpBWRkpFE067cyddh/R0YMgQ+XnegS92+AuOQOQrg4GOZSQiQksZkdXcbL10G/8VXbOLUv6TuUhXpLWIUhwpZTzivh49Sk4wQNFSStQIPPGIjrDbyTnfvJn+Fgsa4Zx2IWYBdN4bNtDvU6ZQHZ/Vq408a0YQLpVX7933Av1tJkQfSkuT65tZsa5UPNP3Iq0p5b+4xqJUbPEXpQB960oFKnRuVp9LnNfAgfJi6+7d9Nzbb1t3Y59Yw+l7xwnhilMaQWEhOZii2LkyUspKYYxWrCklzlOIRl4vOYnCYdSKsp5UQoL8vF6RWEx4AgkDaWm0yqh1AhAoUspIRD/3jzJKT7fWIH28ilJqREzefS92iIWSlBRg714SeNetAy6/nJ5XFkQPRTwmoqK/L1xI511d7Xu+weyBELMAWhhxu4Hu3SldorTUmqUBrIYk+YowgRDPezzyhhZa8R/PzCx0i7E0OZkK7//yizXrSllp9z2Bf3SXcvMXxniCiVKFhbQDnyRFVy5G6fOaPX1P2RbFGPbAA5TOW1oKzJ9vLV83XnCk1HFCPCKl/FdEhShltTBGK4aQCgOenCyvpEcjHAWqJwVwpFQsCdSHI10ZjHWklEDp8Jq1D4XCP83ArA6SQJnmBUTu/IdL2QE4fS+WiGs8ahQwdy45vStWkI1XI/AI4lVTyuEAzjuPzvuFF9SdrzLd96mn6LnERODTTylCZcCAmJz6cY3/DrCBUIpVkdoCf1HBzDZFOZZaOVJKTd1AvRHpTVzo3JoEEqVOOIHGk6NHacEkGgLtvmdWv9F/LHU4aO4lMlRYkFKHRWQBJlpiHRkByE7kl1/SIH34sDaH2QxIkrUipfyFC5st+rpPzc3ADz/Q7/6iFO++FzsC9eFInbB42ANA3jkQML+gEwjhPJt91U4gbFf37vQYi0gpnhAYjzKl/JZbgNGjKTpjyhRt42s8C51feCHZg+ZmEpfUnK+oe7dyJdU43LYNuPRSEgO4ppTxKPt2sLEjIUFuT5HaAn8Rysz3VjmWWlmUioctEJtuRCpKcfpe/GhsBJqa6HelKJWUJNeV2rgxus+w0u57/lkqItXcZrPuTtPxgEWp4wQ1W3obgcMBXHklDdLvvmstQQogo9vcTL9bQZQKVCMkWlFqxw5yEjt2BAYN8n2N0/diR6hIKa3Of7wipQDzr3iFQog6PXrQo1kdJIGY3PXsSY/RFjrn3ffMgbivosj31VeT81tdrV7gAeIrSq1cKa8ia3HazzmH3g9Q+s8VV9DvvDBiPGp3cY7WFviLUma2KYEipTh9Tx3K9L1Iap4GS99jUcp4hFBss7WdV+pVV0pZdsbscy9l/xHBF1OmAGPG0PWw0oY+8YRFqeOEeBY6z8+X1WItDrMZUDpHVjKMKSlyYdhAopSWXY7EwDJmTNuUS959L3boWeg8XpFSgPkLVoZCrOiKyCOzfwd/USraQuehFjU4fS92KCOlAIpklST60SLwxEuUcrmADz+kSfy0adp24XzpJfqeiYlUK/HDD+l5M0fTtBfUpPEC0deXs1Kh8/YQKeXxyJuNxNIWiPQ9rzcyH5IjpeKHWATo0KGtQC1EKVFXKlICpe+Z1ecSY+muXXLwxYwZ9NyIEdbbaTpesCh1nBBPUerNN+WCd42N1uqUwiimpJAgY3ZRSjlIi5peYgcIESWhpqaXcqcj/3pSSkGLa0rFDj3T98IVqzUSszsXoRCijhVEKWXqsV6iVCgRk3ffix3KSCmXC1i1iibEV1yhzfmNhyglxp/LLqNzdrt960WFOm+XC1i6lP5v6lT6n2XLSARwu+UIKsYY1G6YE60tsHpNqcpKc48N/ij92VjagsREOdo+khQ+rikVPwLVkwJobrB+Pd2Tqioq/C/QshgOWLPQeWKinA2kFEmtttN0vODd944T4iVKuVzAK6/QYJ2TQ7sDiR10rBAxpawnBZhflFIO0uL6/vWv9HdtrfqaXkLQUtaTOumktrs6cfpe7Ag0IYg0fc8MkVJm7UOh8E/fa2oiJ8OMmzYo24Re6XuBxg+xy+rkyfS3cgJppV1WrYSICtq8mRYdzj0X+PZbuufCrqsZZ+MhSnm9NH6ccQbw8cfyOYjzDOa0i7HngguAzz6TxzivF7j1VnrPsWNy9AWjP2r9yGjFAfF/6elkT6wgSn37LfUjcc6lpUD//vSa2e1gvEQpgFL4amtJlOrXT9v/+qfvKXd+bG723Sma0ZdgopSYO4h7sXEjkJurfkdYJYHShc0qSonzysuTxzL/yD0rzHnjDYtSxwnxqCmlNEKvvEKd9uKLadC2ijBlNVHKf5B2OGhXpvffp+1Je/RQV9NLvP700yQ4DR0KrFlDE1Dl/3OkVOwwotA515TShn+kFEDfIx7XMRzCdtntQLdu9Hu0kVKBvqdwQoXgJT43EieUUYe4xklJdH0HD5ZFKSC8wCOIhyglJub799OjcpIRalwSYtawYbIoJY732GN0nNpaFqWMRK0fqVf6Xpcu1hGlkpPJPxJiiBClrGAHlVEeoWqFGUGnTmQLIomU8h+XlONTQ4Ncc4/Rn2CilLDhDz1E0drff0/vjaSesNLeiDRAs/qNgcZSs0d3mREWpY4T4jEJFU6kwwG89RZ1TOVKrhXCGK0mSgXa1nfKFOCDDyiqQ0tNL4eDJjovv0zHra6W76eIjjj7bHqvUpQy+6qgVQnUh6NN3+OaUtrwrykF0Pcwoyglomk6dJAn6pFGSoUqjC/syX//Szus5uTIaVhW2tTCSoh7O3Mm7T5XVER/K2upmH33Pa1jqRhPVq2iR6XtGjaM2h7XlTKWWEVKCb+ra1dg3z5zi1LimsyYAUyYANxzD/mLpaXW2W3afzEzlohi59Gk7wlbkphIfqnXy6KU0Qhb6y9KAdTW9+8HHnkEWLxYrqmktQ8oa9iJDafM6jcG6kOcTqodEyYdMEYQD1EqP79tGKNyJdcKooX/yqDZRalA0TTr18s1vbRuTTpuHP1fQoKvoCWiI95/n/6uq6NBQ029KiYyjCh0Hs9IKbM6F6EQkUZZWRSlApj3eyhTYIQoVVMjO3eRHCtYexH1EkpLgU2brDERszL+u+9F6vyaQZRqatJWDDeQoC6uA4tSxqK10Hm0olSXLr5/mxH/kgmTJ5Md/POfrWMH42kHOnemR62ilCS19YlstshLGjDaCBYpJbjhBrofWhfDBR6PXCNQWei8sTG64ulGEWjncyv7uvGCp47HCfGchAKRT57jjdUipfzVepeL0u5yctQXk1XyxRfyTkdKQUsc69VX5Z1mnnvOOk6YFTGi0Hk8VkatOlB7vXKkUVaW+b+Hcoc2kWYLRFb/TU17KSggMVoI4GwDjMN/971oRal4Rkwqz0MNoUQpTiM3FrWFzvWqKdW1a3THiQX+vvUFF5D9c7uts9t0PEUpsWCiVZRqapJ/5+iU2KPcfS8Q77zjm3KndYMr5VxRKUoBvvfeLAQaS3k3SO1w+t5xQjxqSimx6kBhNVFK6bCLqKVp0yh6QexyBKir6eVyAWvXkqA1f37b/xP/e+utQFkZHf83v7GGE2ZFQhU6t1KklNn7UDBqamQnKzNT3jzArKKU0nYlJNCKZm0tRXuJlAm1qGkvLhdNxpS7rLItMAb/SKlI7UA8J6NK572xUb0wFihiVKzWsyhlLGr9yGh23/N65XssIqXMHAHnL5KKyHSvV17IM7sdjOciVaTpe8pxV2m/WAiIDaEipcQGVz17Uh3b2bO11xEW909kaShxu+MzZoUiUKSUVYMx4gmLUscJoWqCxAKrDhRWFqVETa8ePWRRClBX00sIWmPGABUVZFxnz6bX/IWpO+5ou4OS3ogaVoGOb4YaVrE4v0COoxUjpSLtQ/FuA8Jp7tiRnCSzR0r5CxedOsmilFbCiVLCXuTm0uede651NrOwIsEipdxubbtBxlOUSkiQ679osQWiLSrPWUyMzCxetAdiUVNK+T8iUsrM6XvKa+JyURH+nBxg6lTglFOMs4N6jodWTN8T466/aKH3XCPefkco4nluwUQpZR21118nm3zhhfQ+LX3B39YkJNCClySZc/4VrtC5iCBnQsPpe8cJZknfs1qkVLCaUlrrYMQKpdgganoFmjyHq+klBK3hw+lv8f1F2p4QtFwuGhSV0RF6UFjoeyxRw8rlop/CQvnzzVDDSnl+SvQ8v0D1PCKpn6DM1bdSTalYXONQKOtJAeYXpfyFi8xMeoyk2Hmo8UPphA4bRs/NnKk9VZhRT7CaUoC2yVg8J6NAZH1InLOyLXL6XmzQKkpFIiaJ/0lIkFO7zOw3ira7fDnZu0suIVGqtjaykglq0XM8NEP6ntbFkmALa3qLUvH2O0IRz3MLJkopN7hS2mX/uUM4/OdeNpu5fa5AfUi0RbMKaWaEI6XiTKyUbrUFKo3CiOKDsbh2wSKlABKmzBpCqhyoI4lMEdftttvoUXx/QL7eYuAbNYpEjtNO029VUAy24ljieAsW0OMf/2iunW2UaZGbN1NK46ef6nt+ehU6V7YDK9WUUl7jqipg6FCqZ1ZYGJs2IJxm4USb2UECfAudA5E7/5IUejKqdELXrJE/20q7rFoJSWorOCYlyVFH9fW+9joU8RalkpPpfCOJlFLaLo6Uig1q/cho0veUPpc4jpkjpZQROwUF5Ad99plcu88oO6gcDw8eBMaPp8dIfI5AqUexQizyHD2q7f+CiVJ6L4Arr/MPPwC33AJ8/rk5fE/luR06BJx1FrBlS2zOLZgopZxzdexI5yXsspbzCWRrkpPJ/pvR5wolSgF03vHwt62GYaJUcXExli1bhtzcXBQXF2Pu3LnIClLIoqhlP+O8vDwUFxejsrISeXl5Rp2aqfCffAuUE249aI+RUrG4dqFEqcZGa4hS4p5HYsjF9/evIaG8xj/9BHz9NTBxIkVW6SFMKQdbrxc4/XTgm29ogHO7qcbVgAEkTsVbkBI4HEBxMfDEE8BrrwGDB+vrGOhV6Fwcx2aTd5CLJcpdVLQiruXdd5NTFMs2INILrCJKCUdQrFZGGinl8chRoYHGD6UT6m9rzNI32xMiFQCQ763YdaquTr0tUO5eZaVIKd59L36orSmlR/peWpo1RCkxnl51FdCnj7zxizJqzyg7KI57xx20SDp0KPDb32r/vHhueCCmhVVV2lKcwolSepYKcTiAn38GnnmGfLtBg+IvSCnPzeulNvDgg5G3Aa2EK3QORFfrL1ANVTP7XIH6kN1OPnZTE30f4TsywTFMlJo9ezY2bNgAgASqOXPmYOnSpQHfu2jRIixevBgAMG3atKDva48oJ9+NjcCsWcC77+qvdLdHUSpQ0W69o2f8RSmz5zWH2pY0kkE6mBOqjI74+9/pORGiK16PFocD2LcP+NOf6HiSRGHxZWX0e1WVOZwCJaNHU/uordV/B7JQhc619CtlxFU8ctxF24zUsbjmGorgE5PqWLUBq0VK+QvKkUZKKe1GuElLNLaGUYcQXpTpDADdZy2ilEjhBeIbKQXw7ntWIdzueyJ6fehQ+lspJqmNXg8mSpm1Jot/BLOYiDc2xmbh8ooraGFGRLRGMh7GM2JSiFJeL/Vf5U6xoQi0SAcYV7+2Wzdqf/X15ttV8fTTgeZmagNHj8bm3EIVOhdEs1gQaO4RzYKm0QRb4ElNlUUpJjyGZJwWFxf7/J2bm4uVK1cGff+4ceNw9OhRHD16FCtWrAgaUdVecTioFscddwATJugvSIVLv4gFRu1CIPKUH3qICnovWqTvtQuU12zmYueBUryiOV//FCCBqFcFtE2dCFevSgudO5OzYrOR8zJ1Kq1G2mwU8bFkiT6foxfvvy87z1VV+taRCFfoXG2NM3FP4xVKHG3/efxxcsBsNpqsxKpmkYiUskpNqUCFzgHtkVLCZicmtt0Fxx+r1g60Esr7qpyka732yv4Xb1Eq2kgp3n0vNoTzI0X0+qef0t+iLWqpcRMofU8Z1WcmPB4aiwC5PSr7pUjhM5JnnpF9jpqayMbDeEZMJibKY5SWFL5g0V1GiVJvvEHXublZ3/qpevDEE3IbOHIEeOEF4z9TjSilR6SUXnMZowkm7Fp1k694YYgotXLlSmRnZ/s8l52d3ZqmF4isrKzjToxScuml8iRLbxW+sVGesIYLuzYKIycrDgftENfYSIOyntfOP1IKMLdhDOSwRzN5Dpa+p8TICcGKFdR2+/Qh4/7pp7QqePLJtDPPf/5jHufA5QK+/JKiucaMoR+9CpxKUuAce3FftETuxXsnzmjao8tFQqS4xv37x66YttUipfzrDkUbKaVGxGQHzHj876tA68KP0l7EI40X0C9SimtKxYZwopRYJHzvPUpjq6/XHr2u9LmU0bxmTOFT2n5xTWy22EXuuVzAyy/L42HfvpGNh/GuLSemflp24AtX6FzPucZ//kP1pMR1vugi82zi4XLRYqg4t27dgKeeMvbcPB75+hsdKaW0NWb2uYKJpGY+ZzNiSPpeZRDLUlFREfT9y5YtAwCsX78eN954I3Jzc9u8z+12w624s9WRbCNkUjZulFeDPB4yKHqn7gHxL3RuxGTl2WfputlsZPz0vHZWFaWCbUuqBaUQEg9RyuUC1q+nwfb884G33qLnExOBkSPp+gvhB4hvOLVwvIcMkdtFerq880605xesrk8khRS1iAxGEGkItrjGY8YAe/fSc+npwOWXx6YNWDVSSi9RSs3YEU39OkYd/hFwgkgjpZKT45cWFYktCCSqc/pebFBT6FwsEt5/P3D4MFBeri16XRmdbbPJaal1dYDfWnfcUdZnVEaRZmRQWzSyPYrxcOJEYNMmei4xkWpbaR0P4yVKiXTPrCzgwAHfsSlcumcwP0bvBXCXC1i8mPzQnBx67vTTSfyJt+/pclFUVFYW9Y0JE6j2alqaseembNehakpFI0pZraZUsGhDjh7XRkx33wsmVimLoOfm5mL69OnYtWtXm/ctWLAA999/v4FnGB9cLuCDD4CePSkFTe9JlujcYoeeeGBUx3S5gP/+Vx4wbDZ9r52VRCmvV64TEihSqqlJW12Gpia5NlSo3ZyMmBAIh6t3b/rsjh2puDlAz4ut57OytG0zaxSixtaKFcD+/fTctm3AP/8pvx4Nwer62O30t9tNfUtNIcV4R0pFWlNKXOMNG2RRqr4euOACatNGtwGrRUr5ixei0HksRCl2wIwjXKRUJKJUvIjEFoj2qDxvjpSKDWoLnV9zDfDAA5TqpDXy3z86Oz1dFqXMhuhD/vUZY5FOKsbDhgZZlGpuJsEkMVHbeBgvWyDSPUUdKTFFVLNZUazS97xeWgQVfh1AUYBm2F3W6wVmzgQ+/pja3O9+R6JUQwNw2WXGnZtyDAo1p4ymH3Ck1PGJIaJUVlZWm6ioioqKoOl5xcXFrbvtid36iouL20RLzZ8/H7eJPepBkVJ9+/bV9+RjjDC+118PLF8OlJQAp55KnV0vcSXe9aSUn63nZEVcu5NOAn75hZ5LSaHCj3pdu0A1lcwqSgUKJQd8jWRjo/oIGaUTGKrtGOGAeb3AtdcCL71EjtacObQyJdi3D9i+nSIM77sv/gVQ8/NJ8Pvf/+hvsePGli36CsuB6vqkpsqilJZjxTtSSusgLa7xq6/S34mJJMLu3x+blUoh5hxvkVJaRExO3zOecJFSWtP34ilKRRIppRQCBMoVebMWxG4PhCt0LhD1d2w2Gge1RK/7C19m3oEv2FgqfCIja0qJCKIHHvB9fvt26+y+J87zgQfIZzp6VH26Z7B5jd5jUH4+sHYt/d6tG0X/lZT4nn+8yM8HXnmFfh8zhspcnHgisHkz1WO9+mpjPldNPSnl69GIUkpbY9a5FxC60DnAPpFaDImbmTZtWsDnx48f3+a5oqIiTJ06tc3z/jWpACAlJQWZmZk+P1ZHuYvZwIH03O7dcm6+Hkq32tUtIzGi0Lm4dkqts6EBmDFDn2unTF+zmigVKH0P0Hb9lQWxQ62GGLEdd34+cOGFckFrpTlwOIB588jYV1XJgmS8qauTr++pp9KjWMGMlmD1EwDtfcsskVKR9J99+6hdpqSQGC2eiwVWi5QKVlOqtlabbVSTsiNgB8x4gkVKaV34MYMoFU2kVKDd9zwe843L7Qk1C5wuF02URY0bkU6mtsaNv5huZlEq2LgsIn9ikU4qBJL+/elx+3btx4inLXA4gMmTKfrowQfV1x+LlQhQUwOIxJ0ZM+ixtFSfY+vB99/T49ix9HjuufT40UfqN7/RilpRSu/0vWh3bjYSLnSuD4aIUv4RTsXFxRg/fnxrpFRRUVHrDn25ubl4+OGHW9+7cuVKzJo167gpeq7cxUwMKrt306Neu5iZIVLKiPS9/HwKExeDsPiM4mJ9rl1Dg2zUrSBKifNJSvJdKbbb5egaLcZcrZhpVKh6eTk9dukCJCT4vpaYCIweTb+LQTneiPPt2JFy+wH9RKlQwoDWvmWWSKlI+s/PP9Pj4MGyvVSG1RtFQ4Pcd6wiSvlP7sRESZK0reBzpJS50KumVDx33BJEU1NKed5pafKYx3WljMHrDRylpkQZ5dKrFz132WVybUU1wpS/3TJzTZZgvnUsIqUEQiA580x6FGOkFuItUJ97LvXfxkb16Z7BBEG928sPP8ib7YwcSc+ZRZTyeOj8AFmUOvNMao8HDgA//mjM58ZSlLJa+h6LUtFhWIWhpUuXYt68eVi2bBkWLVqEpUuXtr62YMGC1sLmWVlZGD9+PBYuXIjFixdj/fr1Pu89nhgwgB6FKKUX8Y6MUH623o7F3r3kxKSkAKedRs+16J1RI5wjm83X0JhVlAoVTRPJOWsVpfSu53H4MD127Rr4dTEIm02U6tKFVogBYOtWfQbQUH1Y66AXb3sQzWqXEKCHDaOdhoDYREqJKKmkJLk/mNlBam6Wz+vtt2kyqNx6W+wR4nJRsdlQ8O57MoWFwSfWaq6lHhzvNaUC2S+bLbZ1pczQDmKNsk8H8wlE9Pq11/raAi2R//7R6RwpFZyGBrkOkxClfvlF+5gUb4F63Tp5AVhs9BSOYH6M3lkZYmHxpJPkQudmEaW2baPr0KmTnGmTlgacdRb9/tFHxnxuLNP3AolSZpt7KXe/ZlEqOgwrdK6MgJo1a5bPa/6iU15eXmtNqeMZo0QpLekXRmHUatdPP9HjsGEUPfHZZ/qlc/nvAiMwqygVavKYkkJOnRGRUkbV8xAij7KWlBIhSm3aRM5uvIr4C8T5lpUBn35K4tSRI9RGRapZuB1lghHq3kYaKRUvexCNmCNWgYcOlcXKWERKCce/Uye5fZtZlPKvBydq7GVmUj+tqgI+/zx8MVlAfR0Z8VnK/1GD2IEp0Op4pP3FKERhXsD3fNUU5tWLYJFSWq+9mUSpSCKl/G1hhw4UmRKLSCkztAO16NW/xPhis5E4Hwjlcfx9DrX1d/wLnRtRHkAv4h0pVVZGj+npJEpkZdFYVVwMnHCC+uPEq6YUQG3ws89I8LngAoqAV1MT1qj0Pf/+IkSpMWPIrxPpkseOhd55LhaIBdmTTvL1u2fOJEHqiy+AW27R39eLV/qeWX2u5mZZVDW68H57J6a77zHBKSyU6+dUVdHAIjIYo3XM4z0JBXwnznoKF0KUOuEEQGSN6h0p5b8ibVZRKpRjEclW7VojpUQNrlA79WlBREoFE6WGDKHPqq2lnP8hQ/T53EgRolRGBvVnUQdr0yZyGqKZsIQSBrRGIcY7UipSx8LrlUWpYcPkdnbwINlO/xRPPRGilDKr3KwOEiC3haQkam8JCdT2hN199VUq3qqmdofRkVJWmuCL83M66RoPH07jjculbdv7aNA7UipeabyA9rFUkkKLUkBsxAtlOzh0iCbT336rvh5OLNGrfynHIDX+W6T20d/vMHP6XrwjpUTETs+edE+GDaPd17Zvj0yUirVALdrgBRdQtJTb7du3gOB9KZgfE21WhrK/zJol+xzbtlEBf2F3S0uBQYMi+wy98K8nJRg9mnauPnAA+PJL4Jxz9P3cSCKltM77AgVTmHXuFayeLxDZ3Ot4hkUpk2C3A0uW0MCfmkrRUtFOZAVmEqUkiXZj0WvwU4pSInx1/376jGCreWoJ5vyb3TCGSt+LRJQKJzIlJ8s7odXWxk6USkignUa+/poGZ7OIUjNm0DV55BG6Jps2qd9RJhhqCp1bpaZUpP1n3z4695QUoF8/Oa22sZFWjEUNEyPwL3IOmFuUErZLTNRFm7vnHlq9r6gAbr9dXVvUMn5EkjoRaBISbX8xEnE+f/879fnsbODee2N3nnrVlDJDpJTWdAyPJ/iKdCzT9wC63/X1wF13AQ89RPVmrr/evO012v6lNeJe3B+tEQJWKnQeLlLKaFFKRO2ItLKhQ0mU0lpXKl62QKR7Dh9OopS4nqJNhkr3DOYTRRuZouwvu3aRvWloIEGqoAD46isSqEpK4itKid2dATkSX7BkidwGP/rIV5TSI/rY378Ihng9kgXrQIviZvW5lOOX/7zTqNI17ZU4J7wwApFzf/AgKfC7d+vnmJtBlFJ+tl6d0+2Wd8U44QQSLzp0oKgJPerMBIsUsqIoFYkx9w+jD4aynoeeTli49D3AXHWllOcr+nNpKTkIL7wQXT82otB5vGtKeTzha4woa7cIR3vIEBLxX3xR/s5G15USopRVIqUC9V2HgxwmSaIftW1RS3uJdCIq+svTT1Ma+7//bU5BSuBwUPttaKDJSaCoBKNqCx3Pu+8p21WwSKlYFjrv3p36kkjfMHN7LSgA/vEPEgAi8Su1pPECkUcIWEmUCuZzxUqUEpFSYr4wbBj9rdyBT40dCuU7GonY6CmQkBRusyIjC52L/vLaa7SoeOiQ3F+EACgEwXixdSvZ8OxsWqRTYrdTAfSyMjp/ca5iThltqQu1kVIpKXIEu9bFAiul7ynHUv9oMI6U0gaLUibC4QDOPpsGmjvv1G+lWG0alpHY7bIDqldu7Y4dNKnNziYhwGaTo6X0qCtltfQ9vUUpLe3GiAlBuELngCxKbd5ME4N4IkQpcb633kptUggv0fTjUCl3WqNT4uWACpSfG64PiVB6l0t2tIcOlZ0rkSJpdF0pq0VKBYqmEeKezUarrGq3aNfSXqJZpXY4KE1SpK+bdYIP0LVrapJ3jLr8cl/bp5fzH4jjOVJKvE+5o6wgVkKAQJKAxx+X01LcbvV9Kh5ccAGNqaIOkdb+pXUxI1KB2t/vsLIoZXRNKSFKde5M9kYszu3eLbdHNXYo3rYgknEjXKSUxxOdT+hwyGJzerrcX8xS7DxYPSmAzvXGG8kWlpYCy5frG32sVpSy2SJPq7bS7nuhNgqI1A4er7AoZTIKCqgj19So3xo1HPGOjBDoXRtAmbonjLKedaVYlKJHNSG3eqdOSFL49D2Awqc7dqR7tWOHPp8dKcrd9wCK5LHZ5IlrNBOW9ljoHAjfHsWKpdMJvPMOPbd3r+xcXXABPWd0pJSy0LnArA4S0DaaRjikp59OBVtPPVX9Fu1axOlobLzLRdfSZqPzN+sEX1zL3FzglFMoWmbfPmDqVN/XjYr0Op533wslzsc6fe+RR2gxJCeH+tT556vvU/HgqadkAa2uTvt5ak3fOx4ipYKNy7GqKSUiYK64guzNG2/QzqpeL/Cvf6m3Q/G2BZFM3MOJUlqP549y4UH8DVD9LsA8opR/PSmBwwFcdRWd51136TsmqRWlgMgXrK1UUypUfUYz18QzI1xTymRs3SoX8xQrHdEakXhPQgWpqbQKboQoJRCRUixK+RLJVqpq0/cA/SOlamvl7xMqUspupwnB2rU0SA8frs/na8XrpTo9AIloYmI6cCA5qOeeq25HmWCESp3QOujFO1JKRDl4POrao8NBNvG22+T6DjfdRM8vX07v4UgpX5SCslIkaWwEXn4ZyMujbaO17HKkJVLK7dZW2FSc45AhtDpdXR1dfzEK5bX84ANK63j8ceAPfwCKikio6t/f2NRDvSKl4r0NPKB9XBJ2MNA5xzJ9z+UCnnuOBCkROXHWWZR6atZ2u3SpfL6nn679PLWm70UiNHi9cru0UqRUsJpSeu9I7I+y0PkZZ9Dv99xDmQLl5cAdd6i7v/G2BZHUIgw2LiUl0fUWvkIkO+QJOz9iBNnT8ePl/iJ8zHiKUm43zRWBtvWklPz5z8DixXQdEhL0s0laRKlIFgvEvQN87U0ktXFjgZpIKbOds1nhSCkT4XJRDvOIETTRPvNMfVbezCJKRTLwhCKQKCUipfRI37NqTSm9Qki1REjovUotoqQyM8M7SmaoK3X0KDnUdjvw3nvyxFW0zZkz5YifSPpzKGFAa+i7GeyBVudi9my5FpIylL5vX3qMVaSUVWpKKQuRimKyDoevDRZRaOHqekVSUwpQbx+VQo8oVp+ZSSlxZos8UV5L4ZifdhpNBJOTyQ7oFeEcjHCRUmrtQLyjI5SfrbYPiXMO1BZjufue202fl5Pjmzaotk/FEtG/Ro6UBbS8PO3jUSwipZSCqpUjpZQ7EhvVHuvqSLwH5PsqbLyoc6bWDsXbFojr19Skvu8E84lstugjdsV4JBa5/+//5P6ydi09V1Iib7oQa378kRb1unalXfaCIaLLI42ODEYkopSWxYLGRvnaBkrfM9vcK1T/ibbw/vEGR0qZBKUhPHwYeP99MjbCEALRF0mOZ00p5efrESlVWUkrFWIbXIEYRMrKyAhHsxOcVSOlAjmNVqsppabIuUCIUj/8QAO1f62RWCDOV9Q4EhPXNWvo77o6dTvKBEPPQufxjpQCqA/V1anvQ4WF8oqz1ytHkPbpQ68fOkTfy6jvFC5SysjV8EhQ2i5lsVh/cVrv3ff8N7RQcz+UQs8bb8jPn3IKnb+ZJvjiWnq98jXu2JHuvyhyWl+vT4RzIJqayMYB7aOmlNaxNFQacyzT9wYMoDo+PXuS//HFF/LnmilCCpD711dfkZ0E6PGmm+TX1RCLSCnRpxIS5F2szJz+EsznSk6Wd4atqVE3edeKiNTJyPBN0wZ86waqaY/xtgX+KXdq/PZQtiA1ldpSJEKAcjz6/HN6Li1Nvo7iWtXX073NzNT+GdGiTN0L5neIAvcnnED39eyz9YviVLv7nvI9Wuyysq9boaYUi1L6waKUSVAawk8+IVFq82bg2Wfl1yPFDJERys/Xw7kQUVL9+vkaxowMqulz5AhFS40cGflnWFWUCjRIR3LOwb5/IIyKlFIjSg0cSI5BdTUVw47mnkeKssi5UgTwX+WN1BkIJThaMVJKi3PhcgEvvUSrwYMGAb/6lexcXXMN9fmaGuDAATlSUm9CRUpJEgkF/lsBx5NgfTeagrJq2ovY0KKxUf1nKIUeZWHg4mLzTfAFSjv31luUGjV2LLWFsWONS+FSfq6/OCD+bmqiKAmx61Ew4j0RVX622nEp1BgXy/S9Dz6gx3PPlYWeWNWy0kp+PrXLV16RnxPnHMnue1oLnWvxOZQLYWKyHcsIOK2EEkYyMsgPNao9ClFKREmJhe2pUym1q0sXdXZIkuJvC4SgL0qXqPE51dTxiUQIUPpv/nVVxXVcvpzubUlJfESpjRvpMVg9KWWQww8/AN99R4s8/ftHPzY1N/suyIQjErus7FfKIv0sSrV/OH3PJIitUQFK3QNoC3SRZhFqa9RwmGESCui74rVtGz0G2opbrxQ+q4pSeuU1R5K+p5cDpmbnPYHNJufVxyuFz3/nPYFeqQd6FjrXIjIYhdoJi3CuLr6YnG+RuiciSF98UY6WMqquVHOz3K4DiVKA+ZykYClekThIsSpwXFvrmw6hR11AoxDtobyc2mhBAXDddfRcWlp0qbqhUN5X/x21tBb4jfdEFNAuXIQSpWK1+96BA7TNus1GadmxLrAeCSUlvv1R7MCnhUjtQCSRUkq7Zeb0vVDppEa3R6UopRQhzj2Xnh86VJ0dEjvMAfGLnrbZtEfWhYuUAqKfawSbA8RzB776enn+E6yelDLIoXt3eq6sTJ/0YmU/VBMpFYl9DDZnNevcK5RAyqKUNliUMiE9epAhaW6Wi9lFg9lEKT06p7gugQpbixS+aEUpq9WUUmMYrSJKaUnfA+JfVyqcKBWtcxSqD0e6+1680/eA8O1ROFfnnEN/i++qdK6MritVUyM77WJXJYAiUYQwYDZRKlgx7EjEaa0iZqQTAlEfRWAFUSolRXb+Tz+dnvvuO6qHZURtoVDRq4mJcnSUmmtvBlEq0t334pm+99FH9HjKKTQ+xTJCK1JEXxLRnCJSSgtay0DotRAmfvd45NRVs6AmnVQZ/aknyiLnShFC2Q/UiBBKPzaetkDL5F1EVAHGCgHB2rwQpcTuh7Hkhx9obtijh7wToD/KIIcePehRCNHRBjkIO5eaqq5URjTpe/4+h1kjpUIFBCjbYrxqkFkJTt8zKaNHA59+SityeXnRHUtrLQCj0CtSSpLklYIRI9q+LiKlop3UWC1SKpRwEcmuFfGsKaUlfQ+QRakff6T0lVinUgUTpcS1i3aVV036nlZRygyRUuHao3Cevv6aHpVtUThdL75Ij0ZFSonUvYwM35QosbpbX28+JymY7YpkYUCriBnphEDU7RI7M+7eLW8eYDaEnRs1Sm6HAwfSYtKhQ8CGDcakHoaq5SEK/NbWWkeU0jNSKhZpXs3N8o6f551Hj1aIlBILdCedBKxfTzvFaq2/qNWP1DtSSrwej3SpYIRqj2IBwyixUggiOTnAJZfIz/v7YuHskLLvxTMFXUt7CRfdpcdcQymCBhOl4hEppawnpQYhSkUiRAdCbZHzwkIauwMtWLtcNLYHE8eC2RqzilJqAgK8Xmq38ah5ayVM6O4xgJzC98MP0R/LDJERgH4htQcOkIFLTpajopSI54qLo1OmrSZKtcf0PbWiVL9+VHi2sVGuNxZLjE7f06vQubJ+hBkipdT2IXH9ArVFoyOlAhU5F5jVSQpmuyIpPhyLySggX+eBA+k83W7g4EFtx4gVgRxzm03eln3dOmM+N1ydPy2ioxlEqUgjpcLtvmfUivQ331AtmawsOTLOzDWPBEKUyssj4UGS5DFLLZHWlIrE51C274QE+Vhmu8ahrkksI6UCfa7aa6X0G+O5WYeWsUn5Hj3qbAZC6bP5j33imsdDlApXT8ofZfqeHqgVpex2Sh395hvf/xOppqEWm4L5u2K8aGoyV9SRmppSgDk3azAbLEqZlBNPpMctW6IPWTZDZASgX/qeSN0bMiSw6ty/Pw2u1dW0RXekWE2UCiU2xGr3Pb2cRq3pe8q6UkVF+pyDFoLVwNJLlAo1GVP2q3ADtfL+x9MeaO1Dodqi2BLZ6EgpZT0pgVlFKb1qSnm95AACsYuUys6m3c2A6FOwjSKYYy6Eiq++MsZpDrfrkZaFHzOIUsqt4NVcL9GmAp2zuBeSZJzz/+GH9Dhjhux7WCl9LzdXHlO1Rk5o9SOjiZQKVsTfbJO6eEZK+Rc6F2j1xcxgBwBt8wNx3W22wBs66CFKibaWlNR2nhEvUerYMdrMBwheT8ofZaSUHmOSaM/h6kmJ1NFPP6XrdOyYb+2zUBF8wfw9ZT8z0/wrVECAMq3ebH6iGWFRyqT060cr842NshGKFK21AIxCL8dCRMIESt0DyHCJiWo0KXxWqykVSrjQOnlWOvZadt/TwwFzu+XVRTWFzgUizTUedaWOHKFHo2tKhQpVVwoI4Y4T7FixQmt7DNUWRaHzqipjVqXbU6RUpDs1Kv83HJEuPoiaUpmZcgr2rl3ajhErgolSY8bQNa+oiH7cDoTaSCmriFLKz1YznoZaeElOliePRggBR46Q2AjIqXuA+dP3mppkwX7gwLY1ZtSitdB5JLYxWPs2a7HzeEVK1dbKbVzcT4HWiEEz2AFAW3tR+rqBorv0jJQKZGuV6XuxjNjZvJk+r3dvOQIqHEKEdrtlXyYa1EZKASQ8XXwxXac331QnSAHBo7O1jhexIlz2QSQR6scrLEqZFJuN6koB0aXwNTfLkVbxjpTSq/hgqJ33BHoUO7dapFSoVeRIaneIwVZL+p4ejrmIOkpLUyeICcTK0datsRUJ3G55oDZ6971QoepA+Mmo2UL1tYpSgdpiWhptfw1Qaq/eWDFSSq9C50pbrXbSEqkDphT/lCnYZkT0d2Xhe4BW1U8+mX43IoUvXKRUexelwkXrGLnj2SefkPA/ciRFYwvMHim1bx/5gR060PgkJrNaI6W0Lm5Gs9On/2eYVZSKV6SUiNDJymp7rbRGDIb6DrFES5RnuHPWYwE8lCjVvTv5T253dNkYWtFaTwqgMSk7m37Xo66UFlEKoE0/bDYSxxMT1dVaDGbnExPNublMqEgpQN9Nvto7LEqZGJHCt2lT5MeIZKXbKPQYKBobgZ076fdAO+8JxEp7pKJUc7PsJFtFlNIzfU95j9S0G+GYNzaGj9YJh7KelBbhpHdvcro9Hkp7jRXifFNTjVvhDRUFZ7fLbTLcoGeW+nJaRdJwEyIj60qFipSKZAOBWBAsfU/rTlZK519tX4w2fU8ZKWXW9D0R/RDIMRcpfEaIUuEipSJJ34unLUhIkNuVGlsQzvk3KmpJkuTUvfPP933N7DWlRB/KzaVrHakopbW2XCS20WqRUqHGZSMFUmWRc3+Sk+V0ITWfbQZxGtC2Q3Q4O6Bn+l6g9p6YKEcgxTKFT9STUpu6J4g0OjIQWkWpDz8k+ylJ5HO4XOH/J1RUphkXAsP1IY6UUg+LUiZGiFI//BD51tKiE9hs8d1ZA9Cn0PmuXWTYsrICD8iCaCc1SufHKqJUqNUjrUZROSiomYwqV+6jdc6D1WcKh80mryDFMoVPmbrnf630cKaV2x8HEwjVCr7hjhMrtE5YQhU6B+QUPiPqSgmxJFCklBZHOlY0NcmCU7BC54C6c44k9Tva9L1OnWT7feCAua6tIJRjPmEC2YFdu/QrLitob5FSYgdL5fmEIpz9Mkog+uEHsi1pacCUKYE/s6kp+gUZIxDRhiL6MFpRSmtNqWgLnSv/NpMo5fHQ4iUQ2OcyUpQKVk8KoD6lpR+YwQ4A2oQktf6QUaIUIF97IRAaTU2NvCAfqSgV60gplwt44w26VmPHUuqe0xlemAolgFtRlNIrS+h4gEUpEzN4MHXKY8ciF1eUhjWe6TriHIDoRClRT2r48NDfR5m+F0nOtzjHxMS2RQ7NKkqFioKJdLcztelzdrv83midMK1FzpXEQ5QKtvMeoE+bV1OcXO2gZ5ZIKT0LnQPxi5Qyo4MUSlBPSpLtphbnX0t70SNSqnNnEgElCdi9W9txYkEox7xTJ2DUKPpd1CDSi/ZWU0r5+VoiJIK1R6NS6T74gB7POqutDdJzQcYIlJFSQPTpe1prSulR6NyMopSyvYYSpYyoKRVKlAK0iVLhoo5iRSSiVDA7oMcCeLiFMGVdqViwaRONh/36yeUK1KLnDnxqRSlR1NzhoGvV1ARcfbU6YSqUrTHj/ItFKf1gUcrEJCRQ/QKACtxFgll23gP0maCLnfdC1ZMCKJUrKSnybcVDOf9m35ZUz/Q9LRESeq0MKtP3tCJWkLZti91OPaEiu/RwptUUJ9caKRXvTQ/0bo9GRkqJmlJWSd8TbS0lpe22yzabtgiGSMaPSEPVlZFSgDyJNmNdqVCOeWGhHKm2dq3vay4XvR4paiOl1Fx7s4hSkURKBbODeqXvFRbKk6Zjx4Avv6Tfzz+/7T202+Xrbsa6UkKUEgt1kabyaE3fiyRSykrpe8oshEC7QMeippTYBc4fLf3ALHbACFFKj0ipYAsAsd6BL5J6UgI90/dEmwonSnm9JEAVFMjPNTTIu/KFyv4J5e+ZcSEwXCo8i1LqYVHKpAinaMwY+lspSmlxbM0oSmnpmErnEJCLnI8YEfo62O3RbSuuRpQCzBWuryZ9z0hRSq9V6kjT9wByFHr0oLD6H3+M7jzUEmznPUBfUSpUcXK1opRZIqWMrCmlt1AcKlLKjOl7wYqcC7SIRpGMH5EuPvhfZyuIUv6FzgEae77/niYrGzfK90OsHPsLhVrgSCl6NDpSym6XV/M//ZQ+t39/YP36wPfQrDvw1dXJk2YhSonFnmPH1I9Lyhp0kURKqbXJwey8Xjs360m4HeCEbYhnpJSVakppGZfiXegciH2kVKT1pID4pO/l55MAlZQk20txbx0Oej0YoQRwMy4ExqLG2fECi1ImRThFe/bQ32IrUK2OrRlFKS0DhdI5rK6Wd9fasCH8dYhmBye1opRZQkiVdYf0FKW07H6nl2MeTfoeEPsUvlDpe+L6NTREXhdOTR0oteHqZrEHWh2LcKJUz55kCxoagIqK6M9PIEnW230vWJFzgZbFgUjaSyQOmCS1n0gphwP4zW9oV6b9+0nIEOO2mu2wQ6FXTSmvVxYZzDIZ1bL7XrhIqWhFKbGa73QCjz8uH7uwMPA9NGuxc5H62qWLLJKkp8vXSe0kVdmXtUZKiQLHagjmd4nra8ZIqXBtsalJXz9RkkIXOld+tpUipSIZl4yMTAmXvicipWJRU6qyUh4HIxGl4pG+J1BGZ6ud+4XyO7QuaMYCjpTSjwBBp4wZEE7PCy/IkSNPPAG88442x1ZryLWRKA2TJKmrcSW+p9MpG+XGRuDVV8Nfh2iKnYeaBIsdgyTJPIaxuVkWPUKJUh4PvS+cqBluQA6E3pFS0YhSy5fHTpQKFdmlvH719cEnk6FQIwxoTd8zS6SUXqJUYiI5iQcOULSU1poLoT5XREMGEqXMuGoXTlA2OlIqkuix2lrZfmVm0mM0iwpGE2r3PQC49lrgs8+Ad98FbriB0kujFaQA/SKllONWvCejWvpQOOdfT3HI4SCB+/77abz0eIA5cwLfQ6NqWUWLf5FzQffudK6HDskR5aEQ7SkhIXCqWiCU96ihQd1GO+EKnZtJ9Au3WJSeLvuJNTX6jUk1NfJ1EhEw/kRS6NxKPkEsRIBw46gQBMvK1M9nIkXswD5wYGA/JByinRw9StcuGpuvVZQCaFyqq1MvSrXX3ffMdM5mhSOlTIzDAVx3HaU1bNpEApVWx9YskRGA7DArV2nVIFYtX3uNrkNJibrroCx2rpVQzr/NZr5ie+GKbsZi1y09IqU8Hho4gchFKbGS9PPPsVlZDZW+l5wsC4CRnoueopRZ7IHehc4BY+pKiZSy5OTA/cqM6Xvhomn03OUo1PG1RMSKKKm0NHnyOnAg2drKStkmmAGPR752oRzzuXPp/I8do4l8tIIUoN+9NaMopSVSKlh71DuNbvRouodpafSZwe6hWdP3/IucC7QWO49kcTMxkUQsIPpdVs2cvhdMGLHZjNmBT6SLZWfrk8ZqlkgpLeNGLGtKBWvz3bpR+/Z45Gh5o4imnhRAUZLiWolF1EiJVJQCtEdKhUrfM8vcCwifvmdG+2VWWJQyOQ4HrRxLklwkTgtmqSED+DqSWjunwyHXJsjIUHcdhCO2b5/22k/hVqTNZhiFUQxWdDMWopQeq8UVFXSPExMD1/BRQ/fuQK9eJH5GukGAWiQpdPqezRZ9XSk1fVht6LvZIqW0ilKh0kmN2IFPiFJZWYFXQs24AhbOdkVS6Nzo3feUO+8JUlJowwrAXNFSSuEhVORjUZGcVt3UFH4bbDXoHSmVkCALB/FCy1gazvnXO2LpxRfpHnboQJPPYPfQrJFS/kXOBVprzES6mKHVPlqp0LkawV4vUUpZW1Wki4n0sUC1Va2YvqfnuKSHCBDOB7bbZXHX6LpSQpSKJHUPIN9Fj2LnkiT3QS2ilFafwKqRUuFEUjOds1lhUcrkuFxygeO6Ou2ObSTiglEkJMir4FpXMFwu+v4iSknNdejShQyn1wvs3avt86wqSgUrhq0Uq9Scc7wipZSpcNGEQ8eqrlRVlRz1Fyw8X7ShSB2k9hwppWfhfSMjpYIJpGZM3wtnuyJJ39NiByIRpfzrSQnMmMInJphpacEFHZcLePNNSo068UTatS3cNtjh8HjkdhZtTSmzTESByHbfC2a/9Ezfc7koBTMnB3jssdBbmZu1plQwUUpEIaudoIaaJIZCywTS6w2+O6wZRSk1gr1eopSytqqyyHmwGrNaRFKzLFRpGTdikb4XbhwF5BQ+I+tKHTlC8xebLXJRCtBHlKqrkzct0FKKQqtIaLXd98ItlkS6I/HxCNeUMjFiwHE4gPfeoygSp5Ne01pTKt6TUEFaGq0aa5mgu1zAf/9L4co5OcAVV4S/DoWFNFDn5lK0THExMGiQfDyvN/TuD+EmwWYVpcIVw66tNT59LxoHLNp6UoKxY4EPPjBelBKpe1lZwWttiGsYqUOtpdC51SKlop2sKDEiUkoUOQ8mSplxBcyIQufxiJQCyH6vXh1ZCrZRhNp5D/Atar5xI9mg0aNpUqB1/FaiHDOD9QOt6XtmEKX03H1PLxFA3MOuXanvDx4MnHcevRboHppRlKqspB+brW3dKK2RUpEubmqxBcr3WClSKpRt1GsHPmVt1V696PfiYtoZMtrC+2axBZG0lWA+kXi+qYnqrUYSDapGlOrZU95p1SjErnuDBgUfc9Sgxw58wq4mJ6urESfQ6hOEWgwzoygVrg9p8bnE3DWQj6Bm7mp1OFLKpCgd2z/8gQxAdjZwySXaVlzNJkpprTcirsM555Ag1b07cOONoVctAXllSaRWiUmN2t0LrRopFcpB0qLWW12UEitKO3casyWzIFTqnkCv9L32FCmlxbFQMxkH5EipgwfJEdWDcJFSZnSQRDsLtpIZq0LnekRKmXEHvnA1NbxeeaI4eDA9t3OnXBsx0l04xQQzJSW8AN4eI6XC7TAL6CdKeb3ArFnUHu12WdQJdg/NWFNK9Jlevdper0hrShkZKSXslt3edsJrRlFKzTUR7UIPH0S0vTVrqLbqd98Fr63a3kUptTV81B4vEGp8YBEpFQtRKtJ6UgI9duCLpJ4UoE2UUb4vUN8y29wLUF/oXM33V0ZFKlE7d7U6HCllUpSOLUBO0Y4dQF4eRWWodWzNMgkVaA3jFNehUydg5Up5kiKuS7DrIF5/5BFKeygu1rYtt1VFqVCOhZZzVrNK5I8edTVC7WSnhS5dKHJm3z6KlDvjjOiOFww15xvLmlJW2X1PS1sU3ynQZEVJt270vdxuchJFPaJoEJFSwXa8sWL6np4r0tEeXxBM/FPuoKpm19BYEG7nPeUqplKUAqIrdq7GJltRlFLbhzweOXXE6N338vOBr78Gli0D+vf3vU5W2X0vUJFzsQo/Ywb9feiQvHNYqFX4SHdx1mILlO3bP3XfjKKUlkgpvdrFNdcAd95J9yw9XZ/C+2bxCbRM3MOl7yUlyTsfNjREtuux2kgpwNj0vWjrSQn0SN+LVJTSEozg9cr312o1pYKNp1rsoOjTzz9P12vuXKptqHbuanVM4OIxgcjP9218IvVs1y56Xm34nplqSgHaRSlxHXbtor/FdQDCXweHg1L9SkvJGdPSqa0mSqnZ1jeS6JRYR0qJyKNoI6WA2NSVCrXzniAWNaXUDnpmEakjEaUCTVaU2GyyEKVXXalwkVJmTN/Ts9B5NLvvNTaqXzwJdp1FlEdjI0XAmQEtjrlSlBKCSqSE23kPsKYopTZSKtwOs4B8Txoaoo+WFEKiuIehMHOklLKelFiF/+gjspceDwnv4VbhYxkpFchuiefEZjdmINaRUgDw5JN0Le12urbBMgW0+GJmsQWRpJUHu/Zix0wgcr/LDJFShw8DBw7Q9xkzJrpjaY2ODES0kVJq7oXy/lth9z3lbvJ61ThzOIBRo4A//xkYOvT4EaQAFqUsg1jtEuKMWswyCRVoDeMUCAdLKUqp4Xe/I4PudlNeudpOHWxrYoHZDKOa+2y0KKXHKrVe6XtAbEQpNel70daU0jN9LxKRwQiMaot615UKFyllxlW7cOJFJGm8WtqL8j6pvS7BRCll6pRZUvi0OOb9+lGq3bFj0a1QA+pW7sV98nhkRzkQaiJrY4XaSCnxut0ePH1ReW2iFYi0iFJmrCkVqMi5SAFzuWShZNGi8JOeSAuda5mMhbLzyvtqlm3VYx0p5XJR9ERODnD11cD11+tTeN8sopRyLA0nPKqxX9EWO1fjd4hIqUOH9CsZoET4rsOGRRbtpUQZKRWpsCvasdZz0SJKiffYbIEj483mcynngOEipbSc8+jRdA3EJlXHgyAFsChlGYQYo9UxN6sopcWxkCT5eytD0dXw9ttyx9aye2G4uixmE6XUDNKRCAFa0vf0jJSKNn0PkMOdi4tlcUFvYpG+p6XQebh+JV43S6h+Y2N4B0mLKKX3DnxW3n0v2PXSsjAQiYiptEFqJwTBCp0D5qsrpUWUSkyURQEhckSKlkgpILQtUBNZGyvUjqVq2mJiovyd4iFKmSV9T5KC77wnhKmDB6k20euvh1+FjzTiXi+fIylJLlZtFuFPTXvUu/D+oEEkSuXlyfcxkDAl2qNyt7RgmEWUEtdRkvSxBdGIUs3N8meE8oGzs6lter2yL6gnop5UtKl7AC302mxU/F2Mt1oRfS/S9D2t4nSgyHgri1Ja5r2ffkp9ISWFFpii2bnXSrAoZRGEY37woLaGbTZRKpKBoqSEvnNSkjzpVIPLRWl7I0ZQ6Os556gvEt+e0/e01JSKJH1PjSMUCEnSN30vK0uOsti0KfrjBUJL+h5HSsko22lTU+j3qmmLhYXUrwNFSgk7EAnCeQsWKWXm9L1wkVJqzjmS3fdsNu1bIAcrdA7Ik2orilJA27pSkaImUioxUY4iUiNKxXsiqjyHcOOSaEvhzlkPIaCujtJmAHXR2WZL3ystpeuVmBi4tp7DQf6UJNFPuFX4SGtKRZK+F+gzbDbz1ZVS0x6jbYtiXBO1voRflZcnPx+o8L6w/ZIU/nqZJWpS6ZOojZoMNS5FI0qp3VzFZpMjkIyoKyUipaItcg6QLcjOpt8jjdqNRaHzcLbGbHMv0RYTEoLv8qi1LbpcwDffkAD9yCPhN/ZqT7AoZRGysqh4syQBu3er/z+r15QC5JTFAQPUb+2qLGo+cSI9N26c+s4d7rqZ1TDGc/c9LY5QICoraUXAZpMHz2gxIoVPOIpA28iuQAKIXjWl9Ch0HonIYARKBzicA6qmLYpaKRs20N8iUiraHUusuPuemBiHqymlpb6DVhFTq50PFSkVaZSwUcRLlFITKQWomwCYSZRSu1iiNrpLD1FKtLVu3YL3fSVmi5QSUVL9+wdOdXS5yCaKyIlw/lC0NaW0FjoPRLQ1gvRGzQKPSN+LtKaUGNfsdvJjq6romm7YID8fqLZqcrJ838MJpWaxBcqNTMK1FzX+bjTtRfxPQkLozVUA4+pKlZbST0ICpXLpQbTFzmNR6DxcqrDZfC41/UfLOQufNTeX2lbnzqGjItsbvPuehcjNpciMXbuAE05Q9z9miYwQRBLGGEk9KeXuhU88Qc+VlgI33CC/HgqrRUqpERuMTt8TjpDHQ46Q1rxzIfBkZwevGaKVsWOBt96Sw6D1QDiKokgsQKKUUghVEstIKbXOXLztQUKCvDtOuD6kpi2Klf7//lcOo3/+eeCllyIvEOnxyJMJK6XvhbteWqK7Ip2MavkMSQodKaWMEm5oiH/bNXOkFEC2oKbGepFS4dqK2raoR30nLal7ys/0eOjaxuO6ip31HI62qXvKaBsxTp12GvWpQYPobyC4nYyFHQjXvs0aKRXK54pWIBX3w+kEvv2Wfk9IoHsYalyz2ahNVlXRZ4si14Ewky1ITSWRVA9RKppIqVA7Qfoj6krpLUqJhdThw/ULKujRA9i6NX6ilB5F7M0qSuklkIq563vv0Zyoc2d6PtyO8+0FFqUsxKBBwPr12oqdmy19L5JC5+L7aqknpVw58l/JCDdBVUb6WEWUUmMY1Z6z2EYX0DYY2mw0WFVWhneEAqFnkXPBSSfRee3ZA1RU6BOBJdrPokV0zD59qHZZYWFgRzHW6Xtii+9Qx4p3pJRI8Wpo0CdSCpCv+223kdNVXw/89reRF4gUQonNFjiCB/AtLO31Rh6RpReSpG+h82gno2ojJESR2EDXOSuLfiorKUp4+HBt56I3Wh1zsZhSVkZikYie0IrWSCmriFJad99Tm74XS1HKv8B6PK6rWCwBgL176XHgQN/FEuXvjY3Ayy9TaYPJk0MLU5EWOtczOttsxeRjESkFyPfjnnvoOD17AvPmhR/XhCilNlIq3j4BQNeypib+opSWTAGjIqX0rCclEJFSke7AF8vd94Jde7OJUlrq+Xo85OuEyvgRabovvkh/K0tHHA/Fzjl9z0JEUvA1UmfCKCIJqRXfV62D6I/WQUO5lblVRCktg7RaEQDQvkITzcqgT9FwZY6cPxqKBGVkyJNCPaOlHA7gvPOoTf3wQ3BBCohNoXNxn5Tb00Z6rFihdjKqxUF0OOh9kkQrrpoGcb82J1LKMjIA+0uB25yyv5nBSVJju9LSgHNKCpH3Y/j+Fa0opcbOC/EvJSW4/RJjn4gAiSdaHPPCQuCNN+TVdOWCktZaZ1oipYDw6XvnlBTipM3R29ho0br7ntpIKa1jkLL7+4tS4S6H3S7fl3iJJsoUj08+oee2bfPdWU8ZQa4cq8X/BluFj7QMRBufI8S43u8LF84pKbRM+l7YBZ7CQmS/T9+1TZ1Njf3L4ZB3pcvMVDeuqRXxzChQmyV9T017F7Zdz5pSkhRlPakg/ax7d2BGqQs9PymM6LxiufteMDtvtrmXmv6jpV4aQNdZ+PHB6pm2V1iUMgvhJuE33IAxm+j1XbvUD3Bmi5RSNVlRXIv6egoxB1pC0SNwlrWKUmpEmbgaxgBtRRi6kRuCXx+1KwzKLVm1OirR1NbwiZQSy77+fSKCIkGa6kqpEcNa3jNqlBzx07pla0tfVR7DZ0COoP2q6cPK14L1LWUEnBlWRdVORrUU3Xe56LsF3G0z3L1du9anzYnUzPOPBG9zWmpjxQJxrWy20OHvks2O038O3b8kSZ3zHwgtq9Th6nYBsiilJUrYKIRtUxPxJMyYmBgKsSOSWmfHjpGQNPzb0PZJzRjb2EhtYPR3+thYTfj1Qx9x2s/GKhFt8fSdbW2skpN/InFDqzgk7lVhoe9CmNrLYYa6Ug4H/fz4I23u8emnvosl+fny7/4LSIFqEwlUR04HubcNDQhoY1txuTBkrROSzR70M8yWvid8v6Djst2OtNecmFHqgiQp2kUE/eu556j922xU40hNXRm1EYNmEqW0liEwJFKqsBAd3qAL3EYgDeC/hUzfi3Bx9eBB8ocTE4FRo9SeuIIg/vOoIhdmljpRVWOP6NxiUehcTT3fc0oKMWF7/BdUAHX9JzlZzl5Qcw2E79mhgzn6ZSwxTJQqLi7GwoULsWzZMixcuBCVIfZk1/LedkuYSfj2nXY0P+/EzEMuHDum2H7U5ULpAidWr217K5WTCrOIUmoU89Vr7ShdQNdi9276Hl26AFnvBv+uoRCi1JEjLTt9hTHGkrMQAF2zYGlQcRWlArQVt5tWQIZ/rXB2/L6njwgQwnCH25I1KIWFOHMPfV4bR0jFQOEjSvlX9issBObO9V32VXlsEf7sEykVrA3Y7cCCBcCcOW3PXziSLdf/wAJyNjt0oFWNNXMV71HcH+HYjNuiwhkNcF5iEOvxcfDvabfL9zdY3/J4ZDHbDPZAlUhaWIgBq+h6tHFS/O67uEXnnkspKUOH+nWTcELnpEk+ba6qivrUWbsDtLkWlMKtGUQp0e9C9d3UVOCTHAdW9vGrnKnM7XE4SLiQ5ONp4fSfCzGj1BX4mvjdNy2iVMyKnYcYIyZsJ9FDjWMuzNjPP9OkZefONpdZNXV1JCQN+CK0kKRmjHW7qQ38PNGvDcyZQ/Yv0MlpdfZV2ljRf8ZtbWtjA41xp2xta2OV53hiEYkbWsUhca8WLaLdO9PTgRUr1N8r0R5SXw3yvVvOz+gJ07hx9JiQQN8h2HkHjGoOcs8aGuja915ZGPrD/e6LGGdOWB/YxgJobbtFJxbgkxxH+6kp5XDAfl0BzisjYaq2FhF1fpeLaiXm5ABnn016bJumH+C+ifvb+b3QbS7ShQcjUOMTiBQo5fsDEXGklN2Oru/TPfMZ94KIiWJ+UV4eYCfhQHZK6cv6+4It9kEsoI4YEea+BLOxDgcwZAjZWUU/673CieU5BXi3kyO8P7R2bZvXhK3o/ak2OxbJ5iqh0vckmx2TdsZhQSUAbdJfA9wTsXg9o9QF25JC1YKgqCd1PGFYTanZs2djQ8tWSMXFxZgzZw6WLl0a9XvbHcrqlIBvYv/cucDq1cD8+fgGDhxY4MI5B5xIbqrFL1vy0X35MpQucMKJAkyGlxqzYqATk4oZpS50WOoFbsyP+dfzR6SO9CmyAwgwKLtcsMMLJwpQsMAJ9znNSPPMwqy6t1q/a+9JDkwC2l47JUJUeO45ZGaSUWxooLoefdato+sKtBU3nE40nkeVqtPTg39GcjJw+7Y56HMMwG3PyS+I9wNyZVHl8f2fC0Ww7+dwAGvW0IDT8veQr13oW+rEnqsKkCPerywy4XC0Gs3B61zAYSctAwc4fn09tZmMDl4AKs+15fNO/cmJ3WlAbW3b69qmArjf9/PZyc7lohMZORK4+266brW1wK9+FfCetTm2gjFjaFDYv58+o2vXttemDWvWUKXs66+nz3jwQSq80fLeNWuAk5Y4MS+rHJeclwHbd9/i2NKdWDO7ABMXO+TzApA+2YEZpS5MOuwELgmRgzpnDrBjh6wmtHxWQwNw2/a56L53NXDf/KDtIjUVmLLXhfRbVgHnT27zekMDtVkASEmJcZsNcCyx4pXxlh04Mcj7167F8K92YkYKMOJbL5DQcmy/+/7zlDnI3g4UPPwcRowA7riDwp4vuwzInjcHP78ADP2i5Ts7nWQYr73Wx8a2nrPHA9x7L045dg/612Vgy+SbMMThCPrdUlLouie+5AVuV3mdDEJM2M47XAi4At+Hzu+5cE6JFx/n5uMPVwB48kmyJd260Yyn5X/cbro/ks2OlJTQNtafgaXrcMqe1Tj8EYAyr3zd/Pury4Xer6zCjNLJODKu7WesnkPjQe6f8gG0pO+13AcXHG2bptb2CgS+r8I+rFkDnH566/E8L7gwbT859h07Bvlfv3Nx5Odjxw7g6aeBp54isTSS4vvHjgHf5TgwayKQrbRdfhPdtL/RS/X1wc+vsZFsfNLAZmD6dODvfwf+9S8yEoHUTBV2tg3hbOxnnwE334zMyQWYUbIF5x9cAFzhZ7ecTlIi7XaMXLUPvUt34oezC5DrZ2OV12HPWQX4ZLsD54WKEAlyXRwOIOU1F77c5MX7x/JRV6f+XolIqYbGAN+7sBBYt47su/811NnGbnjBC0nKR2YmmbK1cwpxxqSW9yv+t2NHagNnHFwFuCbT/69dK4fziWvq9WLcFjvO3fMgOm6ZjIA+gb8tcDqB5mak9LwWt23/DU5xrwYem+97zo8+Su2uY0fgd7/D1z87cM7bhRj8lR24rO13y/vRBanEi7o6ldfJYCb8VIihVXakpoYe61Y9BVy27Ql0zbsb6N0duOWWtvcuyD1dO6cQnT9Yhye7ePEZJqO8v6P1La3j2nWTAt63CT95kVZqR+8yJ5BXEPAzxEYjM0pd6LjMC9ycH/J8/L+baoIdT/SLFhsrxIvO7xQCL67zsb2CZqcLf9q2CpuzJgcel1rOLzU1H+eUFGLAKjtwo4bxy+FA9ctrcNXqBfhuJwC0tbFKOr1ViPPK7fiwq4PmF338PmfwYPrfujrg17+m77t0KTB7dlBfVnU9qWA21uUiWzNiBPWxRx4BOndG4rBhwLcUieO+3IEUgP6/spLy6PfsoXYkbJTfsWtrqa10fc8J3KR+LBD3deLOwqB+ibhv9S32JVSk9yc5NJ8ZpTy/OXNovJ4/v+3x9bKxfu0VkFPhJ5evAwpPb3tPWj575iE7Jpc60dRcQOFAwe7bgw8iYQjZ2Tape5H0PYthiChV7LecmZubi5UrV0b93naJfwP+6SfgzjuBu+4iL7TFcDkAuODA6lt24bpdf0HqhffgWHIavk29AMP/eCrO6PFVm0YuxIWZpU4kpYQWBHwwcCKalkYq98k/OgEXAhrlMwoKsGuSA288UI5f/+fPeKX5DlRkDYKz683oPV8elEMa5DVr6Pc5c2CbNAk5OQ7s3g00Pd9irCdNoonYs8+S8JCS0joglJ3kAD4Eppe62g72LQxe50K36jVI/wW+YqBYBQbIOPp9N12cepeL2snAgcBf/0oT6PpOKEoZhxzl9rVKofOLLzA0fTJmlNoxarcTuD/woAMAKa+7cNWeB7GrdwAHNIBRVlLdYzBm/uxE87JyYOQFwNdfB18Z9Pt+IlJq+GfPAm8+QY2lc2caCSWJlse++IIm0bfconrVsUMHmghu304pfNOn+10b8f3/8x/6GTOGBuc//Qm47z5SNyZMoHbjcsEFB17cdjn+kPYx/lh+D1KebIKtf3+smX0P7tnhQIELcIgCHn/7G/q678OvKjLwXp/fYvSk9PBtdtIkn/fc+/kUDKlcj8bLr0aKchIqaOlfM0pdOL3UCc/oIQE/Q1riwuhq+ozEV+LQZv2OJVa8st9xAgMhVwr3m2h/d2gSrlq5AB2+7Ar8CLpOYnLX8t7uP69BdxuQBRcO96fP3b8fuLrZhRrbGuBnyP102za6t3/6Ey1t+gudx44B1dVIcEvo0liDE3e8AdyynV4rKmrz3aaXuDBROBtK4mBjhSiVlBL8PnRc6oRkK0BDAyANGw7bL7/Q/zc0ANdc0/rWhga6P+eWOZHwctvjKG0sJk2SX3e50K1yBzZnTcLkNxYAm3uQ0BHgvsHphDtxCGaWOrH3F8BnocLlwonvP4hVtsnYdmo+bDbynY/V21HzpBOdq9Yg+3yFHYqkvQKB26wQ/sXi2LXXUuXRhx7E/rTJWNHTgT938PtfQC7KIwSIFuH/t7914JlngIsqXcg95IXDkR98UhTExtbV0XiekuSl7/ivf5FY3r27j5jok7YSpD8OW/NfDNv3JDpIWcAvCaTWSxKF15xzDvDvf8v/E2lol7+NveYaYOFC4IUXaMeJykrglVcw4KX/YU5DKnZnj0Xvn3+W++nVV1Oo0iOPAI2N6J7ZE6/m/B0JExy+x//Xv4C//a1V3Ejd5G2JTAkxEfWzsa2v7diByWU2NDQPRrrbjk2JDjktW7l93apVPosUgCxKuRshT0Sbm+l7q5iIqiaYjZ0zB5UfrMGmhvnIyQEeeoiiEFctsGPkBwuQtXq1z/fudRCYWerEkewhvvZfvEf01yFDMHHnDmzOmoyp+3e0Wfz0sQXitYMHgTvvxFn1t6KxwYuNw69AD+X/nHgihaNJErW9Zcsw6egBHK2vR/8VawP6hiPXO/GdrcA3UipW4kmA4zV67JhZ6kSXDwCcEPyelvUaix4bd8Nm8wJ76oHzz2977CD3tOuOdRhftRSHO47BzMO7UH4IABxwwIVK2xokb6wCFqzxvW+rVgFbtiC3eSh6lezF1ksK6Nr7i7gg0VLMERKTC8Kej642FpD7BeAjSmX8sA74dqnv/7d8B7vLCa+Nxoyk362heyL6ouL8UpOBkdXrMH7F6sBzDf82q3gtbf8OfJs1CWesfwwYcC+FQwXZNcWWYMcF5U54PEBpqUMWpVwuCrsUq6Lz5wN/+QsZigkTyIcXn604b+kaB76fRYcIW08qkB/72GP0uSL0WNj20lIkjRiBC8qeBwAcPuxAH4eDwnjvuotWobp3J1vgvzDQ0ABp2HCcve0HnHl4GaTxYRZXAeCMM1rvm4h6GlK+DtKC1bD5LfYov39DS/8+aWNhQAGrNeII9cD48bQDwF13UTsIFGapp431a68AXbaR1eswtmIpsA7A4sX0utKGShIu21GGF3vPx/+d50D3EZDf8/HHwCmn0DyjsBCYPBlJX+3ADI8L9ZN06HsWwxBRauXKlcj22+YqOzsbRUVFyMvLi/i97RKlUSkqAjZvlrefSE8nAyPeOvUAfsjagMSqRnjrJDS7JZzSYztyPrqRGnR2Nq0+1daSAXXRYFPSYTDG2v0+N8hKsN5OUqty3UJaGqncEzxrMGzBAopSmDRJvgYtjq9jyxYcaXoRqe5KeJCITpW7MfCBC3GF/5ggnD+vlypPv/Ya8Oqr9P0BEjC++ALnDfViZ6kdGW84gT8VkEP0xhu0CnvzzTTo/O1vgMOB+m9a0naqnMCNBXR+zz9P+X9TpwLvvYfBy9/Bsu6/Rr/+Nsx4+mmaAf/f/wEHDsjJ/wcP0gT47beBt94CLrmEjM+2bequ6ymn0DGeeYYep02j35cvp/udmEiOvSQhs6EaQxOAnq+vAnIO0vYsNhsttZSXA2vWYEziUuQgB19NvwcD/Aed1aupHSQkIOtNJ77MmoyhxwI4oMIo//yzr/PW0m7KhzrQdft2jFp6D/DR3ynvJtDKoLKtOJ20Y9zeM3HP1jvR6/sVQM8eJEg1NtKWIdXVNCurrSWh6PHHaQJ1yim0Bd7jj4e8lI4KoGgfYH8SwBbFC716AQ88QG20ro7aQVmZnLt57Bg936MHORP/+hdGDCnBYw3bkdFUhESpEUhKBqqrMfGv01CwUlEsNiEBOHIENq+Ebu4qTC57Hc3fnYiEUaPIaRDXQPQ50U+cTgq9fuwx4M47MfzoUdQkZSPp9Im+123BAnI2/vQnYMkSnL23EG/nFGDmfAc6/+DngLpcSH7FiVf6zUdKCnDb88/TjOWqq+RYeCV6TUTF9/OLNAMoUuqTHAccHdag0z/+Qat6JSW+4sU11yDtuQXIbCpHRvFeYA9ob+zJk4EpU8jevfYasm68gvrdo4+i6/rvMLPydAwrW4XmB79E1sVn0Qc+/DD1nZISuqeNjdSHxL7pAPDNNyRUSxKaEtNga6xHxrES4AeJXj9yhByg9eupHX74Iabuc+KdnAJceJ4DOcproadjr/JYYsK2cbQDOFVxH665hkQVpxPeawvwySsODKj5EdL118Pm9dK1OHQIuPXW1r7U0ED356S6NThpwQJa5RgzBnj/feDDDykMDaDjrlhB1zUnBygsxLZT8/HLt1U468hy2oPaZqP7duaZwOjRZGvfeQe44AJsaToXlT+/j5nfPA78ZTvlX379NfD+++h04WScvHoHnP90wZ3tQHIy8M9DDuRVrcGMqqVIsQFAfuTtVXk9xThy9tkkyqxaBQwYQPb7jTeA1FR4+gzC0JIiXFT+PGy26+X//cc/6Br+8Y/Ali2yADFxIuB04ucvgV+5gasanVjlKcCauS5MDDYpCmJjx20l8TM52UGO7I4d1Ik8Hp//90lbucGvP555JnD33Tjzww9x2NYdtsQWQSori254fb0svN51F90nr5dywkpKqA9ppVs3Wjy5807qozk5ZF/796fPq6xGsrcByU11dA6PPEJ2fvdu4Lvv6LomJyPBfQy7O4zECGU6yymn0FZzkkR9c+lS9KlOwex9e1D0lRuAIg3bX/gXaWSCDz4AqqqwNedqfJU4EdfVOtFlP7BmLjBxh9N3+7ohbYX/jh2BCw/8B/12LwamjCHbcvvtZJ9TUynqd/16si8t/pmeNrbygzWoqgTSs+kSjx0L9OtHX7nqZcD2/ip06teP2sADD6CblIAlPe5CWpIH09xf0DUsKSHbmpAAvPQSjXm7d6M88VTs6JiHswbZSFj84QfgoouoHSptweOPU578Tz8BdXVIcDci0ZuAymTFVrw1NRShKraJ9XiAX37B4Kp61NUDSUkVwL33Uj+67z5g2TI5Am6bA+coRalYiScBjvdxDweOHQNue9MJdPUCl15KtkJ5T/fswY3rHLDDSwsgzY0ULfPhh20jEgcPpkWxoiLg1FOBVasw7PBa4NQ8JG0qhVfKwYRVC4GLlgGlpciadCKwYQNdv6oq+p+6OmDJEiA5GbnYhhL0RMeid4Eb11KIeM+e5Dds3Aj84Q/wfvwFZpYW4kDqYIxW7gimbGNijiCuTbQ2Vvwtonlmzyaf+Omn0THheswoXYq0hJbnd+yg9+/Y0eoXHJtdgH+95cAdO+Zi7NKlNJ7s2tVm0WPoLS4k1O/AL7mT0CVQZKnwtx58kP538eLW17aflo9tq5twzi8vA4kS2aVLLgn63X54HZi51gm8AiDnbIpOevddEoZ++oneZ7PJEf9uN9mrv/yFxg6vt9WXPXrf4zhrE3XBUSsBfKHi+vbqRbZaBDPk5ND8saKC/Oj6eqC+HrYvv0SGLQ1X7n0YnkVNwMgOwJtv0vkkJ9P7chRejMNB/uHddwN19bi+VsLODmOQlCjRXEREnAuUNtZma71/qbMoW6BP/Q54B/dAwtKltEosIvQV7arh8ZZUYe9awOkXENDYiIyH70f+L6+gPqEjpO+6wlZTI9uSTp1o7rNuHfD73wPvvSfPvU4+Wb4XPkWZA/w9bhzN6cTc7qKL6H5u3EjzsI0b6b5ddBH6vfQubLXfY9eAqRj1/ff0/JlnylvopacDyclIlmgHntbU1OnTycdfs4bsRmoqifUDB+LIjgRc9t3jOLi5Amj+PW2TGmnfsxg2SfK/G9GzcOFCrFixAitWrGh9btCgQVi0aBGmTZsW8XvdbjfcimTj6upq9O3bF1VVVcgMtme3Vbj5ZuCVV8gBa26mBu31klO8YgVNim++GY3vLod05Aj2JwyAPTUZA88eSIOSSNYtLaWf9HQ0pnTES9KvUZvVG7dkvdi2Qc+dC7z+OnWy224DPvqIHLPzz6eJgRaU/ztrFk1A/vUvek0RTvnzz8AbFy3BZYf/jaFj0qlzNzRQzOvdd9P71q0DbrwRKC7GsTogER54bYlIm3YGDeaJiWT8nn+eBsudO4HPP6frJUlkVFsMa+X2UnQ4shf25iYcSuyNA+fegPH1q4FvvkFlWg7SqsqQAjdd9ylTgPnzsf+ptyB9/DEqe56A0dNyaLK2bRtdV5sNkCTUZuRgR00OMjOAQR1KfV7zqayufE5p7LVQGuD44lglJUBiIqp/KcdRdEbXrkCH6lKqjnjyyXRfSkuBxkbazaGpEUUjr8Ep658lI3jsGDBzJk0CU1KA9HRU9DkR71ZMxIi0XTjFXgRccAG1h48/pkl9797klAJ0n3r3JoX/ootQsvhddNy5EWlSHRJTEsmp/eknKgomUK441tcDDzwA78uvoLakBjZI6DAoB/bp02iAWbu2VZzAAw/I4qCoHDhmjKpLWF0N7Cqmfxs5wu/FTZvkQe3SS4G8PBKmVq5EawG3zEy65i33osljQ2N9E9xp2cjOaCJxMCeHBphevUhcvuIKoKQEUnIKao80oCKlJ3rn5SAxseWeVlfTgOX10oqPKAayYQMd59AhKk4uJeNgai4Gdj8G+3UFlJt2331UaKKhoSXkSMKexFxsTxiBE0/PQM6QDOoXmzfTMRsbUddrML4q7oFs21GM7bzbt00NGEDnsmcPeUNeL02iRvhfLJVs3UqTiuRkmiWPGEH96LrrWm3B3bfVYcSyB3Bx42tIT2yia93YSPZs8mSySQ8/jLqvNuFwYg56JZQhKUFqnaQG7A8t9+dYnQ1erwR7rxx0yPV9rXWLupQUuQjEdddR+5o2jYTqESOw+2AyfnAPwWmZW9B1eh591pYtvv2xUycs6zIXO2t74vIr7Rh4n5/D4HLRJGD8eODPfyYh5u23gYsvJhFbC8r//dWvqI089BBdq5bVuZUryScaPx54ZOhzJNKvX0//P2wY8LvfwXOVA9dO3IW//ngZBnt3wDZkMNlRUePgb38DbrsNO3YA753/H1xW9iz6D7DR5D/YNd+7l65rhw7A1Kko27AP6Qd2oKlLDrIby+Q8kQD3bd8+oPwIMDCtFFn1ijbZsyfNrKurUfXdz3jt2IV4FVfg2qRXcEnS+8jMSSf75/HQ/ezVS646GwklJST++39HhX04NmQMyn8sRZemMnScMp4WQt59l8RMQN71oF8/cvQdDmxY70Xvd/8NyduMdd0vQe5AIKvoMzScfhZOGA4au6ZMIUf2yy8pGjQnR3agr7wSOOEEbL7zJazscjl+m/MmUjes9T333/2uVTB6/nnSE+7q48L0qV5yyO+/n4SuY8cAScLhhBxsTBiHQeOykFu7mSKtrrmGJlPPP0+2oLRUtosq7WxQxDVMSKDJwpln0kTypZfgbgRKN5aiMSENQ8Z18u1fbjdNphMT0bSvBBW2rvjsL5/iynuHkO2bOlUWPT0eoHdvVKXnoHJbKbo2l6HDjIkkvK9eTdd1yhQ6ny++IGFq/376vaXtHskcgOqDtfimw1ScfHYGuq9ehqraBBy89Hc45aQmuobnnUfC5Xvv0Xg4aRIwYAAO/vsdZOzfiuZuOcgaluP7vcU19B/Lo2mzor0mJABJSdjbfRyq0AkZOzdiQ5//w6VPToHtf68An32G8oQeSHTXyv3L7YZXAmqbUmCDhI6DckgjUZ5bS3+VbDZsksZAAjBqJJB0JIQ/orSxzc3wpHZEU0097DYg5fpfk+hy6aV0zbt2pe8/bBiwaRNWHT4BTccaMaF/CTrWtBzHbqexNz8fReV98fHKRNTPduCBBxTXQdjYCRNobIzGxgLy/196KQmKN93UJi1IkmiomH7Aidt6vYrkLRtJbMjKIpHj2mtJ7D3/fNRv+hmlCb2QkjcSvb7/kP45P1+e1P/znxQ92K0b+RoBru3+DaXoVF+K9MRGJHha7GhycmBfs7ERSElBYyOwJWkMOncGBvRXfD9FG/QmJOFT+zQcTBsMR/8vYLteIbRLEnD55eTXp6XRTzQ+ASD7BWJ73F69SDQpKQFKS1HvtqGxyQb3gGHofu54Wjz+8UeyWy3C25Gpv8LWfy3HyNpvkN0jifyo5mbq/5dc0jqBP/rIf/FG/XnAhAm4ofMbNDgCbf2tN94gf7ZPH/Jlr7oKG97Yjf6fO5HtOQx7UgL1sWnTqF0oxUSXC2huxpKdZ6DLCwtxdt0HSE9wy/euZ09aGPZ6ya+z2ahddO9Ov/vbBwCHy8ksZXTUuOO4OJbdTn65JNFc6vrrSQidPx9YsgRlTZ3R0AD0TDiE5ESJbGzHjhTUsGcPteG33qL+BJCIfvfd8Da44XYD2zudQsFfpaX0XaZOpc/4/HOyh+efT9/ngw9oHNy3D96+ffHLimLUJmRiVOZeJCQnUhtsbqY28Ne/tra792a70GelE+4rC3DqSQ00Hk2eTHOI//0P0p692NuUg4rkHIwZ3gh7ZQW1zSNH6Ht4vcbPvRTPN7ollCAHUvccDEgtDWhDYbOhROqBtGNH0DRlOrr96iwS8A8coH4gCiu2tIF9+wBvSSlyUIqUnGy6jhYXpKqrq9GpU6ewek1MRamHH34Ys2bNivi9f/3rX3H//fe3+bx2IUp9/TUZPa+XVu7ffJOcn717qRNccgmwbBmay8rxWsKVuCVzCW7v5kIBnMi500ET6fXrSQxatgyQJDR7bdhsHwOkpmLsuARaebzhBhqoH32UnGmvlwy+ER149GgyOFu3UmeaPBnHHnwCjR+uQE1KF/Qb3+Lwu1tEoZtvBmbMIEdgzx402FJxh3chMlCNu933IClRQtKlF9Hg/fbbtP1R95YVuE2b6NFupwGnhQMHgYyf1iNFakCCtxFNKRlIS5VwtEMvFDWdiNGZe9A9tYaKlUgSkJKCpkYJB6UcNHfNaS2wC4AGrsREwGZD6ehp+GGThM6dgfHjJKqP4fXSdz/7bDrW55/LA45whiPliy/oMSODHLsdO2jC2WKolpy9BBO+expdxw9A18PbaFQT92H4cMDjQcO+w5AOH4bdDqSMHUmi5LPP0ndXGM8jfcZg7z7yBQelhzDKYiKalUUCzBdfoLF4P440ZyItRUJWQxldr4kTSRyz22kQ/+9/acBLTqY229SE5u83oe6YhGNJnZGz/j0awAOtDMydS5FwmZl0LSZOpDDhMLjdwBNP0C266SZFUeW1a8nh7NCBBjYReqz8bJeLrvmIEdRXPv4Y9W4bPO5mfH3lk5j+xAW0SvnLL0DfviScOhytqQ/o0AEf7hiCvjVbkHtZHjpk2KktbdwYfNL37bdAYyOkpCQc9WSiJqkz+vYF7GV+96KsrPUYOzuMQU0tOaCtBRKVE+rBY/DzDiAlucWv3LxZbrPi8wM4SRHjf6zychLvpk8HevVC2eK3kX70AKQeOcgc0jIJb2yUV+1avud+9MbPSSNxSvfd6NgllZyPkhJ5kjttGk2i09LoPi5bhspKCbV1CSg9/zqMH6c4p8cfp9Xkfv2o7V19tbx/eteu5OB27w707IlX0q7Dcw0OPHWyC6PWt7SHc8+lCJo//pEmITYbtqeNQU1dAoZ3O4KOd/3BN13koYfI1tbVtYqHutnYhAQaK5qaKPJizhy88w7wvwW7Mf/YXzDm4HL6LqKfpqSQwz5uHH4e8X/od2wbkjNSYH/0ERLlzj+fRJGkJCA/H9Xrt8P27deoTs9B77wWW52cTK/7T/beeYdWZRsbgYwMuN0SDqIX7L17ob99H/1PfT1w9Cj9brfTtbTb8V2RHQdK7Rh9oh25W94jR7Wx0XfbodJSVP9cimbJBjskdBrWVjCKur0C8jiSnk5RY3v2AF99RW2rqgoVXYdi8w82DG38Ab1sfn2xokIWOVsECPfeUrgbbUizu+FtBty2FKSnSajtmINf6nPQMwfIQXgbK3XsiCWd/oAJFR9imGcL7HYbnV9ZGd1Tm43a2u9+h5dfBkrvX4Rrap5B97F9qD95vfK16twZT016HbXfbMHclEJ0ub2gbVTI3/9ObbZzZ/rfM8+kiUEkrFpF7Ur0z+uvp+dbbOzRCx34z+kunFvyPMZcOxa2w4docuPx0Pd66ingyitxuF8eOpdtQ312H0rvuf12Glc6d6YJ5fDhwObNqOg5At991YSR9d+htz2MeGKzUeROcjLcSMHW5DHIbixFdmMpUtNsSGp2o8kD1HtTkJIsIaWfX99VHMfdIKHUloO6URNwwq9G0/Nr19IYWF1NE/r0dJoEG2RjS0qBxr2l6O4tRVpagO8torQ9HkieZtTWSpBgQ/rpJyExI50i0+x2uvbZ2UBqKrxNHnxw9HTs7DgWv80/hpSmY3TvxP3xtwWvvEKC4cCB2Pb6Zuw9Ox9nHnmTalr270+2Oz2d7tnNN7eOsT/c7sT7XfJx9TOno98vX1JajqhxNmYMKg8eQ/W+anx/6m/wf5/9kT7L66XFhGee0c/GAvJ9TUyk69GhAy0EtUSFeOqb8NaQOzHt0CvIHJiNhMNlsh972WUUCX3hhcAPP+CIvSsONPdE/dU3YELKRjlK+uKLSZjdvl0+34QE8hsSWoSQ665DYyMFP51b8gJ6dffAXlYiOzCnnUY25+uv6TwTE+m6duqEI4c8eLHhV/BMmYY/5ZeTfSovp/HzySeBmhoyC7YxsNuAMb3LqZ1ecAEdY9kyWqBRLiboZWMDtf/Nm9FQ70Vjkw21uWPQq5ff+1vOo9lrQ12dhKq0HPQZl9PmdSQlAU1NOJaZg5+rc9CxIzBkcIjPBVr9LfTuDUyZgpo3P0Fa7WGUjp6BPlefSaI+QLbrySep7f/jH6T+d+6MQ8c64MBBYHjDJqSlSnR/nn6a/NN3323rTzqd9FnCB/R6W33Zt9+mbjppkirXlhB+bEoK+cUnnOCbKi8oLMShux7D4dp0DG7eTgvyNhvNA665hvzy77+nIIiPPyYh8Prrgb174bUl4IA3Bxt6X4SLr2yxFb/8ok6gbmxEvTcZHnsyUgfkIKmP39zv/PPJnr/6Kir+9zF2IRd9hnZAz7TKNvNKacgQPFZ1PdI9Vbih10dInKO4rv/9Ly3Gv/EG+Rs2G3DWWfL3V7Nzk/97PvtMbjdTp8rvWbkSkCTUN9iwOnUaevciE4+VK+n15mbyKVNSgMpKHKjJgKeuEb3spUhKarleffuSbenQgeYWZ58NnHACVj6/Bw3b92B67ZtI6dWV3qfQSKyIWlHKkPS9rKwsVFRU+DxXUVGBrDZVu7S9d/78+bjtttta/xaRUu2CF16gQah/f5pIfPMNTcwnTSILtWgRvB4vVmVfjL91XYLROUD2FQ44HwcKFjqRMz+BBKfk5NbQaU/ZUaRV1UACgGOgTnL//TSIKw3Ili3yREHZgbVywgm0euh2k9FOSCCnuamJDPiDDyKtWUJ5Ug4OJfdHv4xkEq2qqmjAfO45MixuN+oTOuBfPR7GysQC9OkD7Eg7gmEfPIaE15fBnppMk8ru3WnwtNtpgtipE33Hq65qNcS9XS6UPliPit2l6OMuht3jRlVqH7yY9hv8KuNNdJ//G3rv009TeoEkwd2hM97q9Hv0HpeD3N/1IAP96af0HRMTAY8HNROm48EmB044ARh/qotWLFtew8yZ9F7h1Hg8JDBGqnK7XHQdxbFee63NgLNq4LU4WGLDzdVOWol+9lm6D5JEEVEFBdg09Bpsv/xezC55gu55y/dF1640kGVkAPX1ONz3NLzlHY8JuYcxaEI5RWEI8eKcc+icxowh4fTIERIaXn4ZkCQ09OiH8iMZ2HLGXFwx/Qg5lmvW0Ll27kz/k5FBA5qgoQGNnbrhF/RAcloCcjZsoM8LtMvejh0kgCnDyZX1bIKQAmDPZtJHTxrWcotcLoomEiugYsUV8C2WqAw9HzIE6NIF0r4jqEjpie49QM7711/LwtSpp9K16tqVJmIFBXjuLQdO2ebCH7c6gd8WUF85coS+p9dLEyox6RM1ZgYNgqdrT6zdNQSDj22E7aRBwMoV1MZTUsiJ2bq1tYr/z6nn483q6bhudg1OH11DK1UtkXSw21E1+gw8iSuRPagzHj37A/qMhARqJxdeSIN4VRVd1+Zm+h4zZkTSYknoOXqUjlNdTW2ka1dqv2+9BdhsyKyXsDN9BNwXFGB8rmIMOHyY+lNKCtC1K5an3oxxO19D1dU3o+N8BwmTS5eSU9etG4kbyjTSb7+Fu0MiDu/zYF9zb4yf3/La3LnkAAnbsWwZtcc//IFW40pLyQ5mZwPXXYfPVjmAXUDdLAcwCnSfunUj52HwYLJrJSXIrDyEOnSHzd1AoePffUcTk3/8g2y4EA+FjY0mLb1XL3KSRERthw503vPmAW+9hWEYhod/WI4e3lJgQE5rlAnKyuh+3HQTMGYMujQeRJMtCXV/fgjZQiR48UUSDLdvB557Dun2ZBxIzsGenpPQe5id2onYavKUU3yv+ZYtcopeaipqu/TD0oQ5uLzxJeCvd9F7xX3r2pWu45lnAg4HXr6VfPOnT3QBDVtlOzd7Nk269u7Ft0v3oG/xo7A3ueFGKraO+x1O67aT7H56Ol2LWbNoZT9SXnuN7mlqKh1v+3ayN7//fat9sD3mxFfZ+fhi0mP463cXUFvo2JFEvTfeoPtbXU12Ii8P0mIXktJsSMpMx5HqJDQ2AYkZdmT95ipgow0HJSAnDxRpKmqq/frXdD42G/kFZWVAbS0urX0SSV43bB0TaWX51lvpPHftIvtz773AL7/g7M9/QsdfvkJDVo4cQS3G+27dALsdXcq24hgklM4sQJdAtjMhgfqVGJOdTrIHWscwUf9w3rygNjb5GKWJAsCJm5wUudepkxx9CgBJSXjxt19j1oI89DlaTGkOHg/Z1+xsuaaWy4W0Z53YkJWPN058AIsOXkhiRUJC23N/4QV6rbkZGDUKtfvrkTJ8DJZXXI3zf3wYqR3cgC0VSY2NaG6Q4LUn0YJXWhq1ERE98vLLQEICapoycVOvT3HmBRk4oZuL0lx/8xvfieiQIbRYJyK7ommzor3a7fQ9xo7FF5tGoK6hFFfVLgJSJOqvjzxCafTr1tG5JiYC+/fDJkn4xZYDySuh/6XXIquzjdrzoUNkf1siMN2LXOjzZyd+7DQRifNuAl52kRgu+qnSFoi0vIEDge7d0WX5y7hpxIto2NcNF5UsoraamEgRJEKQAgCHA8sfAWxNXiSNGAIc+IrGRJFWXFkJW4csSLYaTF97PzD9AxLDliyhMVzY2MREutfRlv7o1YvGMCG8paRQFNYXX9AE+qFHMLPsZ1Qk56BTxw5AUi+6D7t2kQ/8009kL7Oy4LZ1xwcpN6DbWAcmXH8NvWflSlpYTU4mH/bii8mP+eUXWnQT17Z3bxSf4kD5qy5UduyDPh0PAdVp1I+7daNoLoDuv7hvY8cCixfj8F0unPlvJ378pSNwup8flZsL2O1oKjuKisM9kZLgAbqCPvOVV2SRISODvldWFj0XjU8A0DWtrKSxECC/49praVHjxRdxpNSOowfrUTNkGnr96Qwan0tK6L0eD1BTA09qJg41p+Pl0/+Ne6d/Rf23ro78hiNH6L02G5p69EV5Q3dUdO6GIV3305iflNTW31q1iuz80aMUufK//yHdI+HLLpeg4p7XMWsWaJH3+efpZ98+EutEwECHDki0paI2IQVHOvRFnxO70LWrqGgrSAG+9Qpnz/ZJG5QmTkIhHKjqCZx/C4DRKq5pID82QLkEAEB+PnZ+bcfRd75En/qDSJFaIpVarhnWrSMbt2ULzVmys+l7ZmTgwO8X4qWXgP876gQGF5Bvv2kTjVcisGHqVFlkGzqUfNDUVKCiArVJXVCPdKTc+TB6HPqB+kd5OV3zFSvoPkgSmuw5SPQ2IaW+EkgDKT11ddRXunaFbd06NI16ERMOvYq6WwuQ6e+nL1hAdnnIEGozSv9QKy6/ud2MGfI13r8fSExE5X4PNmA6tjocGJnd8rzoi2ec0Xp/3Xe/gNUdzsRlTf9Dkr2ejtmlS1uxctgwvDPqL+hV6sLEHjuQkt2ySOCf5t9OMUSUmjZtGhaJ1QAF4xURLJG8NyUlBSlm2LdUb0ThzMsv9zFQAMhb79sXnsMVKE/qhX2PLsXwt8iuT50KrEtzwLkAmLzaizPQ8n9z5gAOB/be60L9k04U9z8PJ8ztQ5EBS5aQ0ejUiQSqvXvpc0Sni8TxVH6Pn36iY9XXU4fs318u6Ge3A9lZWJj5AvrXbcW46pdgv/NOMmp//GNrcdW65E54oscCJORfi5yPyS6Oee3vONrnHUglxbDbUpFy//0kTHz2GX1nxcTBp06E04mcu67H++8D3jceQJfmcjRV1MBhexZZDymEh8xMOteyMngSUlCf0BF7x18KnNHyvV591cd49HjSiRnHgO5eAD/5rYL4CxsBCkxquqb+qywBBpzGRnLsfz0NyFy/mgQgpXPpcCD5e8CZ+zc09RmA6zfeQgNHZiZN7kValcuFrIecSJOG46fJN+L87i0OjGgfeXnyeWzaRA6VqPuRnQ0pKxvvpxRgb38HrrgVNGF++mlydJIVYmJuLp3X4cPABx/g59l/wR83OHBTBxeGB4qQClV/Q+W1HTuWNJzvvwdmHgpwPIeD0jxETrwS4UisXg3pzClYtGESGhqAP6xxykU0hTC1ezd91y5daJXJ4UDacro/10wH+qxeTU7E7bf7to/TTqPP+P57iuBZvBi1T7jQ569O/JJ1Ek7YtFqe0LfUCVO2sRF/dWJTSncczHUAh1uEgrvuan29w+NODK0fil6HQPdDTZs94YTI2uzXX1P6nfJYF1xAjsrttwMJCThS3wW3DFiNf+BFingQ5yPEiy5dAI8H52x7Ai/1mY8rrnD41qEQkWh+/R0FBdgz3IFPr3Xh4q9b7g9ANtbPCQRAK5+9elEaRd++JDI4HKh8l17OylK0rQD9seGu53CgeRB69e6EDke308TvlVfk9JyRI8neZmRQHzrnnOidpIQEEhD79aP+u2ED8NVXGNj4NRobJRwYPhmDfjWe7OMdd9Aq6LRpdA1WrUICMvBc7kO48LK5yBbH7tKFbPD55wMpKXCnZuO2Hp/g/9JXYPJ2Z9sJtt81B0ATiLIypDfsxeXuf+K7afPR379+iN99q66mehN9P3UCt/g5aB07wgUHDmxwIT83F6VHEtFwzIOSjzehtOsO5Mz3s/sZGZFdW5eLRMq5c33boLIwtcOBX4qAmUuc8GxYSw2ja1dyQp95pm3fGTIEqeNHtYoAXjdwILEPEjp7kN6/P8beo2hTffvKNrZvX/k4ffvSBP6bb5Dc7IbbnobURxYAc1siOhMS6H3nnkuT3f/8B11tyTiYnIPS3pPQ7YYzyVa8/Talj7Ycd/xdTuzJKEDFBY6210HUWwkkyiv/VnNNVdhY4dJ9kuPA7QPWIHnNamqrylqTAGolB36ftw4v7TwFGRUt0XfduvnWLHQ40FQN2J72YtDB1fS6YoLv04+Fn9KrF3DjjegC2tWw+GAdDqf2QfehicCh/QCA1D596BjTp7cdl/r0ARITIZV6MKn8LQxeB6Ba/UQ0ojbr315dLnifd2Jv+UnwpvaDredgoEPL966ooJ+XX5b76YIFgM2GLwddh9pa4LYnFwDJkK/5GWe0buxRc4kDyx8HbXhw05qAmxW04mdjMxc5MaMC+PeQf+Gigi5Uj6pzZ7rmiu/s9QIfdqW/f/+OC3jNz+d54QXU556KteUSzqx+F+nffUc2T6SejxpF56WHjRXX9+BBmgyXl8vj+dtvA++8A3uzhAOpg7G102no13ET8IeWNnjffRQZu3MnTYwHD8bOUTfik10O/F8taOL+4ovytmpdulB/SE0N6GfC6UT6/9ZgZukO1PQZQsKRuDdDhsjjdoD7VnupAyveAi5Wbirk1yePLnQhe4ETawblY+J/J9K4fffdcq26vn19fMOIfQJxTb/+msR05fG2bWttU18kOLD37y5c/ZMTeGUPPX+X76KGt2MKqpOyMWV3IfD+DlmQFuVIunYFcnJQNf1qPPj5tbiyyYWp5Rt9fKFWfwugz7//frpnTz4JuN04ltYdfxv1Ou5Ibzn3J54gv+7TT0lYS04GBg2i1OozzkDjZ1vR8ZEX8eag23HLZ4rPGDw4+OLq7Nk0hwFaX2941okJVcCX/WnBW9U1DWRjAXo+gJCRmQmkNRRja98ZOO0OXxvb6sfm5dH1OHiQ/KEFC7B/uAOfrKThaISyz/fsGVigdrmoXsuhQ0BDAxq8mThi74b+n7wPlO+Q/Yl//pMELq8X6NIFKwbcie/L++KKO/oi+9K+ZOeOHJE/48UXkZzoxfKcAlxzsQOZga7LxIm+CyrK66KWQHMvZfHylud/KnBh5ttOJC9bAyS19EvApy/C4cCmt4ApnyyAt3MC3YSDB+m9Ae7bJfvXoHP5DlT/qQBZf4lyDmkxDBGlcn1ynmiHvfHjx7dGPxUVFSErKwu5ublh39vuEY1NGEzA16isWQMMG4ZDnRNh93rggAtf5ThQWUkLQw4HaGvs1W2N04GzHfhqKTDrgBNoKqCBsKiIOndzM63WBHMw9OrAQ4fS537/PX1ukwczf3aiT/0OuG8tQJr4nPHjaXWtrAyNaZ0wabINtkkUQZqdTcfvPKQrDmblwNbsQc+GBlmQCmSQ/XYTm3HAiT+k3gsA+JtnHrJQ1fbcW957cPFqzNziRMVm0GAe4DMq9wFXPbgAiQcBPDU/9PXS26kXx1IMOA0N9HRSEuQtXb1eeRcolwsp4+m97uYkmsxWV1PqwtChPsf/6XOQkX1rDZAcoH0ojbK41qWlQFMTPAOH4JMKB/rUtnyHhx+mVbB9+2j2cd995ED17k3H++ADiuKCA9gA7DvLAXQLcK0CRU75vx6Gk04iv/z77wEpxwtboOOJgcz/eMKRmD8fh2c68O7lNB+84yq0HdBPO40GcsVkQ2wK4m5U3J9AbbayUnbqARy90IHl/wF+vX8B4KkiwUDsHOl3HX76CJi53IkOz6wBsKPNZxzYClz11AKklgF4PE5tdsgQuveJiZB2e3DbzzdiYOkO4C5FG1OKF5IEaW8ZAKDzey7gLT8bI8Le/US1AYdokmu3A8MeXAC7DcFtLECTpNGjWx0faYkLVVX0ntahKMh3K3oDyF3lxMFxv0aPmXPIOW5qognxzTfTRFTs3GOEjc3PJ6H6ggtw7JAHexu6oeqUyzDoM79z/fRTcpIPHkRdShbe6/0bTG/w+4zt21uvg/uwB/m778MJiTuAv4e3sUobart1Hjp4qiibLdB5i/vmdOKK3WvQtXIH6ua3XfUsXUC77M3otAM58wvwwj4HTnxmLs45shSfJc3GUdDOtBG310DXFZAnCwqnEgC2neJAxutrcPr+1cAf5/teB4G/ANHSPhPswIqu1+C0U4DugUS9EDbWc/AQmveUoDq1Gzql+i3M9e5NE+HLLwdSU+FO6YI/9VyOXif3xoRmF02k/drsmheAmZucyFwJQLnDjw52Nuyx/GxsQgLN1aeXuGBr2hF4S2+nEydkAJ8nOfDtQ19g6p9PpsFOCHgKEgockJ5xYfoBJzy3FSDxugDiibhnYoOMlnvQNGAIzlyzFF90m43R104EHml5n9iVMlDB5JbveGieCzMXO9GQOBi4Q/1EVC8bu3c3cMXDC5CQAKT8eT5wraPtgoP4vJbfp81zYqdtCCTRpCSpTVu0l5MtHVtHizIBBUvxGX42tqkWmPkXJ2ADpCv6wpaXJ08uA/gvM0pdSHvVCVzX1t5kPOPEng4FuDfvDjy/a4qcXvrb35LQo4eNDXR9W0QxnHEG8L//AW43mrO64Z3mm3Du4Rd96zDdfz+N+/fe21pioOwcB/AsBXUCoP7Yv798HV5/Xb4vAYTMHi8txZHkMejb4OeLLVhACxOdOgW8b73OofuWmQmc4PUGbDdHzndguRO4aJ8TWNuStjRgAAkJhw7RynewMTNaG+tvJx0OpCyjcz6nZg36KRcFFP3H/d0O4IiE8b8sBSb7vf6rX7UKdl0/KMRt+9Yi17MD+GeY8cvhoGjVUaOA2lok7jyI27bPRVoa+WGw2VpT32Gz0aRk3Tr63eVC1+UvwplTgE8yHLjRDdolWVwrIRgKQtjYLd8Btk+8ra5IWLTaa5cLAz534qmcAmwZ48Bpyn/z92P796d54oknAgUFqG3JHtsyzkERXGJxNZhALfw9ADjjDNS+twOol5C5fClwpWKxp3t3anNlZUByMhqbE1CUPQ1XDAOwLLDPY08swCfZDlze6PvdDF9Q8WuvALAlz4EBH6/BjKKlwK9b7PvEiW2uiQgOPDR0IjIdZ/jMzfw/Y8j61Xip73z8Wo++ZzEMEaUAYOnSpZg3bx5OPvlkrF+/HkvFNooAFixYgJNPPhl33nln2Pe2e0IZlTWyE9BL0cCndwK2wYGyMvmt8HqBSb7Hqa8nAz+oAzBEGBCx6hFkJRiAvhNRP8Nvd7kw5qYHsanTZPS+xIE05f/ffTcAIGv1akzc4UTRUgBwYOoB+fjK6xBwFUJ89urV8t9OJ74aXoBXtzpgs5EfOytnNYYGUL0BYHm5A+4jLuR/6wSSA39G3WUO7Hx6NdLSgd7K17xe2flTDgh6OvUBjuV2k0OX9ZYTuEnxP2ILa6cTXQ8BM0qBSeVO4NH5bUQr8T+bT3Ig9+M1mFS8Gnh4fnCj3HJtW7/vggXI2LgaM5JdWN+55X9cLlpJ6d2bPk/k7ft9v8OP0lNduwa5VqG2dVbZTsVAf/gwcHBGfutpqDqe4lx3rKWnBgwATXgSFef6/vskcPg53kKUamoIcU9FmxVbykJ21u12kCD13HPkPCknGC3/XzzRgY0bgUuaVgFz237GnjMdaF6yGt27w3d77li12TW+k5od+S6c+PqDqMidjJ4BJnlwueD1ePFyGW29nbZhcGAbA8jXruW5bt1ICFze3YHf9liNjAwE70cBnCvv806c3SJstdYfC/Ldtk9w4OefgaleL63oDR3aGh2Dp54y1kkSx1q7FujSBVX1iZDcHvT5ZXXgFdq+fYHUVNj2N2NGqQtutyPoZ+y51YUTFz2IsmGTVdlY5eft3gbsdK7GuM1OoHfw+yZJQNNdq7A8pwDX57f9jKoX1mBy1Wp0armG45YDGzNPR1YWcLK0AztWu9oeV0t7Fe/3v1b5+bLtVByv5woXsup34PsL52OamMj490VAFiAkqdVGblsHzHzNiYPHCujzgqUKB7Cxh274C1wu4JoDC+T/U55vSQlNHpKS4K3wIO/op9jd4AjaZlcNIP/h6gS/a6WDndV6LJutpWSN5MWxXxUgK0g/bX6FzjXnp88pWiOAuAEA6cto1+HlOQUYcIkDnZWfJ67dxIlt074XLACagC+6zUZykoTEF52+97agQN6xL4DfUHOJA5+/C1x6xAlA/US09XW1BDnWnj3AAACHh01En2sV7UkZmeb3v+tdQJctq7DnqvkYNqzldb/+1HSAzq24x+nA7yaGtgV+r9mudWD5U8Doo6shOXfCdp1sY5U2UOwammALsljkcKDhCGBb5MXIPR/Iacn791N6oh42Fgjvy6akUFp9jQcj93yFzwcU4ET/43fvThP6ltpcQ79xAXCQKBVsYSGYL3v66dj4LVBe5oV0/mT0cfjdV4DacYD7llpO9+3Drg7cnA+yVX6fISLsu3QFRirHwSC+oa42tuX7KR9TU+nP4p6nUwam2IBDcc0OzHPhoGsVGvoOxWk7dtBcxn9x3etF/fCJOPHuB/FTt8kYGa7NulyURdKSUvrd8Lk4ce9qeL5wAWe1/O9bb7UuqImIHTjIxiZcX4A1rzuAOlqf7d8/xLUKYRff6eTAmp7AnLEqr6tWe+31wnNNAT55y4HEMrlUUptzffttWsVNSCBhyuVCbQa9p2PHlmOFWlwFqF0q7su3U12Y8tWDqB02BlmiXQG+c4jVq3Hqe06UdQZyPgGwMnBfnHaHE3XZ8PVfYrGg4tdeAepDWzJPx7ChwFDlTvbKz169GmO+34mX+s1HzjUODM6Hz9xM+V7PKafjpdUT8UmOA7/LivJ7WBHJwlRVVUkApKqqqnifiv4sWSJJU6bQo9/z+4dMkR4cvkR69tnQh3jzTTrEmxcHOJbTKUlz5gT9DMnpVH+uTmfbY4jjDB8uSTfc4PP0v05aIhVlTZEOP7ok5Pc8OHyK9G7POdLeQUHOMdD/BTi31XOWSFOmSNKoUfQvTzxBj6vnLJGk669vc4y//Y1e/+bm4Ndh1y56zyWXhP74WHHOOZK0YJhTOvpEkOuxZIlUc+UNUlHWFOmfJ4a+lg8+SMf66qYAxxLt5oYb2l7/JUukY1fRZzw8MsC9DXHP5s2jlz74IIIvr4Hf/54+5733Ij9GYSEdY8ECvxdCfF/x/T78UNtnbdhA92LxxOD3VbTR55+X23cghD3461+1nYMuBLj3L7wgSQ8OXyLtHTxF/h5+baO2lv7tweFLpKbnnJo+8qab6H8//1zbeUmSJFU8TjZq4agw9kWSpH/+kw6xZq7fsW64gexfMNuoh42VJOqPLZ9zzz10rQ6Pats3lee2ZCp9v213Be+br79Ox/plYBg7G+Dcvv6aDvf8maG/57Fj9L4pUySpvj78sQ8doveedZYk1f1H4zXUgY8ud0oPDl8S+HKIe6o8Z8XvH35I1/P185z02g03tBkbW//Hz8auX0+//nfykra21+/e7fk73dv/nB78nl15Jf3Lli0RXAQDuPBCOp/du4O/5+ab6fodHRtmTHE6pUfH0Ji/b5/fQYJd85bXDl98gzRliiQ9d4azbf8RbW1JYL9h82Y6lX+fFvt2KUmS5Dqb2mbAMSaIvVEzLn3/Pb3H4dB+Tk1NdM+KsqZQf/U/p5Z7t2cP/XrBBcGPVV5Ox/o+a4rkLTTAxkqSal/2wAL6Ts9MCOOXLqH2+uDwJVLh2cF93VC+7OWX08ubNmn7KhUVsm1tbg78HmGnX5gS2bnpzYoV9HG336540u+efPABvWf+fCloX5QkSSotpfaycKQz9IcG+I6//jX9b834ludV+LLXX09Pff219u8tSZLk9cp2cOvWyI6hhqYmGj+nTJGkI0cCvCHId10zl2zqI49Iof0RYWP93nPrrXRNt9zR8nygOYQkSU+Op75VOfuGoJ+x6Iwl0oJhTun77zV+eQN48EH6Gq++GuJNTqf06bV0/drM2/3sVFkZHW/aNGoT7QW1eo1hkVJMlIRQfUtaQjxFpFQwRJRFcqL6lWDxGZoIptaLCAy/43091IGGBiDf7QW8CPo9N34E2L9Yhd1nF6BvhOq3y54PZ4tY/8EHFJE8Ywal5NzjdKCgwNHmo0Vt2EMzHcAFgY8rdvBsbAz8eiyRJIqU+rhnPn4T7NY5HPBWebH8+0n4tJsDt/u9BqD1WtbX4//be/Mwqcoz7/9b3Q3NTgsCjYhgi0pcIus4MTExCkZnsg+JM5NYokbNZI9JXCaTdZIx+k7yZmbyy7xqIm25ZiBOjDEuoMZ9pRV3RdoNBUSgZW96qd8ftzfnqepTVWd5zlb9/VxXX7V21alznuV+vs+94N7Ji/Gej7h8jrab9vaBO835PPo/ncet8ws4ctO96L/iJTS4uOG77WBu3Ci3EyZ4/tmBmD3bKXz30QrXtharV8uteiYDqOnJcnQL8DCcHWGv7N4t13XmzApvMM6h7jLuLg/Jepfu7tL3xYrLeDZ0qOzSvnciMLW/33Uc0b54x5Q8LjjT31dOny7p7F591d9xAcD6EyVscuzw2rtSQ4eKl+KB65Y4YYhA9ZwGtsZYI6wU+Tx2fhu4tzWPj/8VsG+lEDGIN+QbbwDn3LwEUA+JsvOwe7dcn6MmAdOrjbMuxzZ8uNzeNTWPMyocOiARxICcQ9d0kWWfPWGCRB6/9hrw2GH5AZERUfPIYYtx1wbgq6NcXnS7psbx77OPnM+XpwCfAZyCBm7/UzbG7rhbXnpyVh74D8cbwG3c6f5sHrdeDXxs9RInl0wZOm/pPJY0zc0SSV5tPp3zdAGz1y/Bpq8b3lRuc8rixXj4FgBvGSFTSqVz/u5rq+4A8BPg2b9aDJinrbzvupzTkSPl9rZJeXxxceWviYJdu4Arc4vR1wosnuXyhgrjjXo9DDhPBjqfaJ/2Q1OTeD/d2no6pv7du57x5cfU3793XlSPYtdjvUE84G5pPR3v+fs8mgG7YyzgPs66hAVt+Eget14JfPJVo49VsAHeeRU46RdL8E7vDOB7/jw5du3CXjt/+nR/P0XbIyCRjqNcxiztb0Ma+4G8JS+TELjaMGXXRO2Y5mZU7Iv6WVpA4Vv973qbu+Ey92mUyeknA6PKPakB13GntVXS+q1f7+23lvPSSzIGjhghztZR0dQkjoYbN8p6aNw448Uqduz0nyzBiY3AqFH56h5aFcbY4cPlnB75QeCwj+Ld6J6BRYpunShehef8dX/Fa/vYYXmsXg18uNvjj44QT3Pp4sV4DQCudLHPy35jV5fcam2BwQZFqbRSpdN3n5LHbU8BMz2KUqvfv7jUwDIJMnF7pcJv0MHp5JOBybMq//t9bXk8sD6Pb328whs8HLs539x3nwzC77xTfa71YiClSZQyj6HqwHjaYtx+A4A+8chtbDReK5uQgRpGaIVrO2KEXNtcsR8fPuVYjPRo5Lz9ttzuu2+V77TArFky7z7+uOG67IH2djFq8nkxHgDxuAfk89ru6ccHqrgON98sv9evKOVHSNLrpdevHH0+kVoRLu1F2+rjR+bxtwNfBlDaFv1O0GrEv/KKv+MCxDC4vTXvyThsbgZ2FPvx3NHvhhebRG3UlxnUO3bI0+98Ig8cbnxvWdtsbpbfd9JsYFwFQVDb3pr354GBL1dF22t3DaPxnXfkdswY79d33rx3RanHBqbriBpdvLst8Gqhxn9ZseHKGNdEx429C029li4hOboYax4GHFGh3aVNlNLjqNZeentE3PibT9XuY6NGyVxfTWxxQ69NyULNI6bA42duscHTT8ucPmmSRMt7xY8oFXQz4+4DF2PnTuBUt82Sd6/drsflYTWbQ5Mb396axxd3GvNYzGMsIO309tY8Wie/m6+pwvsAoPcf87j1WmDUiH4cV8lmrfC81iFqaZEx0g9DhzqRZloktBwdBx4/ajE+n8QaoYxaG2tAmSjl4bP08yra8y5zn463fZ/LA8vdxRN9fN89/eiE0++0WCDg7B1U03CUJ56Q2yOPLLPNI2DiRBGlNmxA6YZnFWeIVX8Gck/0B5r7ABf71OWkFIvOZtjZp1X+rDStv7Q91ppLvbRtQIpAArKJNRihKJVBJk6U21qKvCdxIQFqLZ6VMAaiYo57mhtGF0KV5lo/olRPT/wGaDnmwFxtojZf6+6u/PvCtJuGBvnc2yYvxuc/Box0e1PZie/udjwmovaUOvxwSTi4ebPkXj/gAG//19AgG0jmzuWMGebG0mJ8oIpR9/I2AMv8i1I6gXkRkmr1q0Q9pVzQ31RtIarnK0hbnDZNbquKUhXQMWJvPqkqDBsm7X3oUcAJbm+IUfjXaz9yZPXv1fO55pg8Zi9yf0+YccCrAab93st5VubOlUrhK1f6P66wbNsmt2FEqS1b/M8ZKhoMGLOreKn9eXwe3zwNcPuatIlSOhZUW2Tcsf9ivDUU+JTbWFjW1vX6qEjrlTA2hwqGvb3yO+IU/3VBq0XdvOJFlNJxIOi8MWyYjOPVxnn9jmo2V+70xbh3KYBdTo7zvcS8uarj2hNHGoJ9BeVh1ChZZA8ZAnzV51fr3HXggT7/0fjurq7K/SBt44BNUWroUBlji0VpX9Xalom+H3j3f2rkbeqE2IBHHCFP6brMdDrywuPvCrOzveaTCsGkSVKc+a23yl6o8lsfmZnH3RuArwcUpbxc254eR1uuNt54sR3jQvuQV5GUolR1KEplkNZWue3qkk5ZqTOE3eGKCq+dc9MmuQ0jSpmUi1KV8CNKATKQJjmp68Dc2Fh9h8U8xj17ohGlADGEdu6svUut3kcnvLuSb252DHs/O0x+GDpUhKknnhAjwKsopTbvf/2X/K7Zs4Hf/36gp3Ml9FzXEmLL8RM6of2q0nf4EbjiwMtCNExbVE+ptWtloeipms27mC7UtfDi5REXuvioZYB7Meq8Gv9u1GqLiukp5ZVZs2TceOMNWQDofBgHYTyltC3198vvrtW2TO/Mck+pauOj9pW+Pmn3WvVHKRbTtxj10of8tEc9T3F6So0Y4SyCd+yId5wNuqD1I0oFtQf0PFSz97xuPowYIcfjd3PHNtp/vNjWo0fLbU9PdXvdDRWldIPFLyNHylxW6fqGGeOjwEtb8XrMuZxcn127aq81TMz3emnzavv98pfyXevWuUfBVaOvD1i1Su5HKUrpnDJpkjw2HRtq2dxh5j7AmzOCee69iFJZ9JSqZSf6sT3rkUpRtiTFjBrldHDNxeNGWkUpL4NTsegoxuPH2/ler6KUFyOsXOBJEj+TtBfj34YoBdReEKj3kYblT5iwt8IuliypkgMgJDrp6+6yV/J5YP58mcgfesif0aHnkp5SDlG3xYkT5f96e0XA8IMfT6k0GUheBHXAm2gUZv7Q/+ntFYO7EkE8pUaMAA47TO7H7S0VxjBvanLEN53bqqHjY6FQKjbWGh/Lw1bK6euT+RVIjyjlpQ/5Gb9UlIrTUyqXc8Ypv98bhp07gRdekPtRiFJhckoB3hZjXsctfT1pUcrvvKxekX5FUhWl/OaTUmr1g7SJ09rGbIhSgPcNcBNtW7mcd7Eunwf+8R/FNrzhBn+2ISBpITXvl6aFiAKdU559Vh6rp5QXmzusKOXlWuhrQ4Z422BPw0agX08prxFCg9VTiqJUBsnl3JXuctIqSnkZnLZulQUNYK9z2vSUamx0DI2kF6N+JmkvO1FeXOmr4XWXOp+XiXvZMmnHEyb432EKgilK6eLMC7oDnsvJuWlq8n6Mek6CilJ+ckpVurZp9ZQKG9ZRiVzO2WGumuzcBR0jvOxWBTF8o8AMOxjpGjfr4GWhaEOUqvUdfsQ/k7lz5faxx/z9XxiKxfCGuZ+8Ujo+LlkC3HOPPPf447XHx8ZGxzvKzQA2r0daFqO1FhlazMN8bzWSCN8L871heOop8XCYPNlJ7eCVOHJK+fGUyooo5cfmyuW8b9SVo/NWUFGqVntMmyhl24PXqxBgEjSP5de+JmNvb6+0dT/2q26Qvve90W3GAs6ccu+9YnNv2ODd5ta2W8u2qIQXwdFrqHAaw/dse0pRlCKZQkWpahX4spxTSkP3xo71F3ZTDS+i1IB48gqYXkdZEqW8HHOYPD6AP8M8nweOPlomyJtuil6QAoD3vEfOVVeXv3xDjzwif7mcGP+9vTKheyGoMW0z0XlaPaWiCt8DPCY7d8GPWJKWXbtduxyRtdb58rJQDLMYHTLEMeirjfNBRal58+S2o8OfsByGPXucjZI4RCnAWUQ8/LCEd9x3n7fxsdpYYPa38tC+pKg1FvT2OtfZj6dUnOF7Yb43DGFy0cQpStnwiE2LKOX3nAQRpXbvdpJmhwnfAyrbYmkL3zM9bHWsLSeI97ifDaOgNsf11zsFOzZu9G4bAvHmk8rngX/4B8er64orvM0ptjylqtkDXs99WtZegPfNEi82F8CcUhSlMoqKUgMS1Rmk3VOq2uCkxqGt0D3AmyhlHlOtXbu0DIxBPKUqGYh9fc7vCSoE+DXMm5ud+H8/3kdBaWqSCieAYwx44Yc/lIn8ox8F7rzT8WLwYnx4Te5fjs3wvbR6SkUpkPpJdt7e7lxL3a3SMaNQkNfdSEv4np6rxkY7lWDCzB9mKFO17wgqSs2cKePz1q1ONcyo0fHM/G1+UUPTS/ieks+LIFMsynX1Ey5cTZTSRMBpoNZcas5XXsavICJAX5/THrPkKRW1KGUj0TlgR5QKOo/axovNZc4nmldKCyVUm08Us/Je0Pwyta5v2jylvHjYeg2XAoK1F69eeybqbXTaacBRR8n1vuIKb7Zhby/w5JNyPw5RCgC++U255n19MofWmlM0SgCIJ6eU1021pDcCAe99yKtAqrYBc0qRTJHl8D0vg5ONynvleBGlzHjyWoNMFkWpWgai3ySPbvgxzLduBVaskElv3Dh/3kdh0CpFXvNK/fu/Sx6pyZOBSy6R58zwmlrHHHSHN0ii89273b1H0uopFWV+M61a5CV8z8zhY4pSXnP4JB2+ZxrTtcQGLwvFsO3Fy85gkETn7e3Atdc6fdgM4fOy2AuKuVMcVMzx6ykFyG/as0e+U3Pu1aLaxk/aFqJAbWFX22JDg7dy6UHEoa4uGTcbGvy1R5Oguaz8YIod27dLPhpA+oPf9h9nonMbOaWChsHbxottbc4nKkpt3+49Z2bYJOdA7Q3CtI0FTU3Oeak0b/iZl8LklPLa3s3wt+99TzbSW1qA97/fm234wgtyfGPGAG1t3o8zDNdcI8eZyzkhfNWw4SXsZd1Xz+F7Xj2lBnv4HqvvZRQv4XtZFqVsV94D/IlSXhZ2WRSlagkBprdF0NAOP55SP/mJuKgfeSRw993OBA9E6zFVnleq1rV++GGp8nXKKU7fA5xj1DK2lQgbvudnV7BS1a20ekpFKUqpQf/aa3Jeqi1o9VouWSK7VfvsA9xxB/DHP1Z3b09L+J6fHV4/ic6DthevuQMBf55SuthTb8eVKyUcwW8Jbr+EDV8A/ItS+pumTpXr+pGPeBsfvXpKpYVafcgcB70IgkHC6MwEs0HzusQhSmn7ByQpcrEI7L8/8Oc/+2//2pY19Nft3NpKdG4zp1ScnmhueJmXzflEvR7++EfJAeYlXCpsknPAe/heWsYC9ZjfubN2bkwvxxxElPKbx7K/v/R6LlwooXwNDfJ8LdtQN0aPOioez1WdU772NakgvXYt8P/9f/JapTap42hDQ3iPSS/e2Vn0lPKa6Lza7zcLfFGUIpnCjyiV1pxS1TpnlJ5SW7dWNsD8LOyyKErVGsyDJnk08bpLXSgAS5eK2KOToWnImY9tc8gh8hu3bQPWrKle8WTTJtm9aG0FPvvZga97OcagopSf0InyqlvlopRe87SMB3GIUpMmyfd0dwNvvimL+2rk8yJenXuuI2R94QvVr3Hawve8JCL1k+g86Ln3E77nxzNFr8V//7f0yyefBH77W+Dqq6PNR6eGuXo9BEHnMy/he6bIdt11ch5POw3Yb7/a42PWRKlafcivQBpEHLJhcwRNaO0Hc4484AC539sbLB+jnicNz3ETXOPMKVXL7kpb+F6tc6LX4sc/lva1YQNwwQXerlHYJOdA9qrvAbVFKT/he2E8pbyKUosXlz5WUeqhh4DvfKf23BZnPilzTunvF7G0txfYd9/SOaVQkNf1t9nwEvZiD3gda9Ky9ioWgyU6r7T+3LbNETEZvkcyhYpSGzdWVuLT5hmh+PGUsplTSieH/v7KRqOfXZK0DIx+drv8iFJB8WqY9/SIUNjaCrzvfc7zGhZXa4cpDE1NUukEqJ1X6sYbZeI+/HBJkh4Es837Sczsx1W9VtWttI0HZv+pdE7Ctsdczn+y85NOcgwGLzl80hK+pwsPL+fKT6LzqDylisVgnlKAXJMvflHmicceE4Eq6gIJcXtK6Q78Kac453DMGG/jY7UFQBoXorU8pfwsRIFg4Xs2RKm4Ep1rG1i+XBLgP/dcsPY/ZIhzTmvZRFF6SHgNmUpbonMv7TGfl/ZdLMomh9dr9PLLchtGlMpa9T2g9twUpCJx0Op7QWhrAw46SGzGu+6q/t6eHvGcA+IRpUyvroYG2Xhbv142d045RV53Cy8NW3kP8Jfo3Gv4XtJrL7MAh1dRCqh83LpZNXq0vQJfWYOiVEYZP14WoX19joBTTlrD95JKdD5kiGPUVArh8xNPnjZRyst19ipK+UnyWI5XUWrOHHFRbWkZKPbk8wN3oGzjJa9Ud7eIUoC7l5RX9Hyapc294FcYqGaEpW080P6jxrobNkRSP8nOAXFlLxblO/v6audbSFv4nh9PqagSnQO1Fxfd3c7YGSSHz2mniZilXh5RF0iIW5RavFh+kwp3jY3OOFJrfKxXTymvbTFM+J4NUSqO8LKPfczJH7jPPsHbf635OqzHZD1W3/NjcxUKTlGBHTu85YTr7nbyxdrwlMpKTimgtkeNn03YMOF7YWyOE0+U2+XLq7/vuefkGrS0hMsd5hWdUwC5/fKXZX5Zu1bGAQ0NLhe4bcx9Xjyl/FbfS9rmMuerWja6+Xqlte9gT3IOUJTKLA0NwIQJct8thM8sqZqWcB3Fy+AURU4poHZeqcESvlfpmMNWOwO8LwgefFBujz46eA6PoLS3O+7xTzxRKoqYyWJvv10m7cmTgQ98IPj3DRvmeN/4WbD4XRBUE3zTVv7ZPI4oPfc02bkXUapQkDwLra3AV77iLZG92af8eMHZJkhOqWpVOHX+CCpK1dqlVrGlqSnY9S0UZKzJ5WQ8j7pAglbOsiFKvfNOZSG2HLNCodfQiWrnPm15ZADvOaW8HrPpIeK1T5o5pYISpyj1s5/Jb9P+HrT91xKl4vSU8ppTKmlRymteI/U6OfVUyRk0fry35NevvSbXduzYcAtUr55SabEJgNoiZlyJzsNszJ5wgozVzzwDvPFG6WtmoQL10p81yyliEVWhDjfyeeBznxMB9FvfkoqBbh6XNkQpP3kss5JTSr8/l6vt2dTQ4IwXldrjYE9yDlCUyjTV8kqZjT4tnhGKn+p7Nj2lgPoWpbIWvqei1DHHBP+uoDQ0ALfeKjsTO3c6FYxM1+ViUXJeAcDf/V044cwsI+/HldyvkFTpO0yROi3jwZAhziI7yvbo1VNKr/0hh4goNWOGtwqLej6LRXHHT4ogolSt3WjzvX6pJXwFEVsUvVZf/KIs9saOBS6/PFphyoZhPmaM/NZi0TFAa2GeJ6948ZRK00K01lzqtxKkXqP+fu8LUps5paIWpQoFYNkyGae+/33vVWDdiNpTyotXQ9ZEKS/t0czf8/Wvy6J13DjgU5+qfa1sVN4DsptTCqhsJwWpNh1n+B4g65a5c+V+ubeUWZVRRak5c7xXZbTNT38qttiePdLX3TwubXpKmbZoOVmrvmf2Hy82TC2baLAnOQeY6DzTeBGlGhrSF5taa0G0e7djdMTtKZXFnFJ+Fhm1QmrCTMjt7dLejjtOHpuGUHnixLVr5a+pCZg3z/93hUUn3u99TyaIJ54AHnkE+Ld/Az74QXn9oYeA11+XtnDyyQN/g1+GD5d27ceg9rtLXckL0Y+bcVzkctKHzDCucmyEk2r4w+uvV6/Ap/kWbrtNvHgOOkier1Vh0TTou7uTM/C1v9kI39PznssFr8JZ6zuCiC1A6WIvn5ecUgDwV38VbYEEG4nOGxrE4Ny8Wf68bLoEOU/Vzn0aF6JeRSmvY9fQoU56g+3bvc1nWUl0ru1/3Dj5vrlznTk0SPuv5dlsy1PKRqLztIhSXsLqy6uyHXigbH7Nni3eT9VywtmovAdkW5TyUomzFl6iMsqx4SkFSAjfY4+JKHXaaY5ooe3ht78F3n4bmDhRiu3ceGP0eRHduO46GUe6uhyP43zesefz+YGiVBBb2ByDd++uXlTBa/heWtZeXvvPsGFiWzJ8rzIpkyuIH1pb5baaKGWGDaWFWh4jahw2N9sPPfTqKZWlnFJ+8m3UOuYwopTuAOkEtnOneARcddXAUtUPPCC3s2aFn/yDks+LEHXNNRKqNWoUcOih4nJdKEgCWQD46EdlVzpsufkRIyQs1Y9B7ddDoFLf0jYSRmSIAhWlovSUam11KvCtWyfl091YvFiujS7sVJQCqhuKTU3S9vv7kx0L/BjT5SGH5XOEafgHnT9q7VIHqbwHDFzszZ8vRv24cdEWSLCxWwzIcaoo5YWoPKXStBCtFVbuV5TK5WRBvnWrLMg11UE1spJTqr9f8knddJNcwyOPlOdrieeVqCakmTkQo8otVyx6X4ymRZTyck7KF+wHHSSi1Jo1tRfztkQpvbY7d0q7KPfCSVtIP1BdUO/vd7xs/IhSfjylbIlSxx4rv+XNN4Fnn5VCOUo+L/blFVeIMAUkI0ipwP3JT4rX1pAhjv2j9jzgnL9Ro0o3hfzQ1ORsFOza5T6PZs1Tym9YuVdPKdvOGFmC4XsZZuJEuXUTpWws5qKi1mLFrLxnW1DzKkp58TZIiyiVlvA9DXX6n/+RGPViEfjNb9wTJ2ronll1Lwm+/305b319soDZs0cWJ9/5DvDnP8vEHLTcdjl+DWrTWA8bvmdDZIiCWn3IRo6zXM4pnV4rhE8rHo0fb88zJS6ChO8B7sdsIyl+rXMStPKemawVcMIkHntMcrdEVSDBliilrvlqgNZiMIhSXnNK+Vk8+w2ly4ootXixE9b13veWnpMgBUKqiVJmnrygY3CthZjZRr2KUn5EhigI0h51k2PNmtrv1XyXtjylAPc2mcaxoNq8YbYhP+F7cSc61+/+4Afl/u23l762aRPw4otim+y7rwg2SQlSp58u+aQA6euf/7wjRmlY8F/+Io+feCKcLVzLc82r3ZEWUcpv/6kl0NNTiqJUptHwPa3SYZK2SlsmtWKLo8onBdRnTqkg4XtReabk88AZZ4hQumqV+wS2bRvw5JNyP2lR6tZbgcMOk+p/ra2yUzRliixM1q8XEeOGG+zsYvk1qHt6/C8IKk36aR0P4shxBnhPdv7SS3I7Y4a/z09DNRhddPjxlALcj9mmKFUrp1SQynsmRx4p/fbttyVBcFTY9JQCovWUylr4ntfqe35EAD8V+Lq77aQMMEWpKIsePPqo3KogG4ZqopQ5V0XlKaXn3UwEXAkd2+JIJF+NIN5jXkWp7m7xrgHCi1JDhjie0fUmSqW5+p6ycKHc3nVX6VrnP/9TbI1hw6SITm9v9IU6yjE9jvfbT8Sx3l7Jb6Uex7rR/OCDYs8/+GA4W7iWQ4LXc19rvogLv/2nlijHROcUpTKNhu+99dZAAyiti1CgdMBxG5yiqrwHeM8plaXwvSDV9yotFG24LufzYpyr63/5BPboozLhTZsmE3JSmDtFDzwAXHCBCEGnnCIeXlOmyGRtaxdL25RXTym/BhhQedJPo5s+UN246Otzng9rIE6bJqF7//u/7q9r1RtdMJihe15IykgyK/noNdeFcbVKPrlc9cWiTVGqVvieX0+pcpqbJdk54OSXigIb1feAeESpevOUCpKc3U9+J70WQ4eGm/v0O3t7oxsLenud0PL588N/nhdRykYYrxebo9Z36LXp6amcLDlqgngwA85Gx7p11W2A11+X7xg92o7HRDXvvTTaBdXmJTMqwE9i6SA5pWyIUnPmyOb6tm2SoxQA7r3XiSY491xgxYpwhQqCYnoc53KSSgMQbyjT4zKfl3GgWJSxIowt7DWXpdecUmnxlPLaf7x6SlGUIplE8yTs2jXQoEizKNXU5CRfd+uc9JTyhx8Dqdbi2cYuUaHg5DLbtm3gRKv5pJL0kipPlgw4u0LXXgtceaX0r2HD7O1i+Q3f02th9pda1MoplbbxoJpxYY4NYfM7TJ8u7fHBBwdeS7PqTVBRKqnwPbOSj+kp5aWST7VjTnP4nhtmCF9U2PaUYvieQ5SeUl68aszQvTDhzcOHO/8fVbLzZ56R89HSArS1hf+8aqKUjXHAa3EVL2N8rQ3NOOjrc/J2+WmPo0c7Nns1byn15j3wQDuh9tXCWNM4FlTzJrFVjbgaNoqrKIWCc/5vv13s4W9+UwSpI48U7yTAW5XfqDFFKZNf/1raiRamCXN8ta6H1/EmLWuvIInOAYbvVYOiVIZpbnYab3kIX9gyvlFTbXCykduhEvUoSqWl+h7gLIY/9SnxXjjggNKJtq9PkosDwDHHBPsOG5QnS1byeeDgg2U36/TTpXKKLWPBrygVJESg0qSXVlGqmueetsXGxvAVRKdPF8/SceNKr6UpTp56KtDZKc/7FaWS2rkzjdmnn5bnVqzwlvchLk+pWtX3wobvAU71sSeeiMaDoli0U30PcHZBk/KU8pucNQ6Szilly+bI5aIPMTND92yKFtVEqTB2pFdPKS/f0dTkhKMllezcHM/8jo9eQvhUlNK8YWGpFMZaLIrHGZCusaCaTeB3HAjjKWVDlGpoAJ5/XtZnDz4I/OIXch323VdeMzeNdC6PqlBHLVSUevZZ5zwXChI10NoqNv2ZZ4azhb2KUl7D93p7kztfQPBE55UEVz0vg9lTitX3Mk5rq8Shbtggi2klrYtQZdgw2TVw65xJhu9lUZSyGb4XZpfIXOB/+MMyyTY2Ap/7nJM4cdYsue6jR0sup6SolAy2UJAKORdeWOpBBYQvN+83p1QQ74BanlJpctMHqvchc7ESdvGlFfgmTJBqihddJDuAw4c74s3atXKehg6tXKGvEknmOND2+K1vOZVtvvSl2u3US+6OMO0lTk+pgw6SDZquLvEk0XA+W+ze7Ri/WQjfqxY6mUbviFpzaZD26CenlM2NsJEjRZCKSpRauVJubYTuAfF5StnKGzhypPTzpPJK6e9oaBD7xg8HHSRhXJq70A1blfeUSuKsClJAusaCamOX3406v6JUsWg3p5TOweefL7d/+YvYMvvsI7lX3TZFk0LzSr39tghTTz0lNu+sWVIAZubM8LZwrZxKfqvvAdImknK+8Bu+V02g13xSQ4YkV5E8DdBTKuNosvO33ip9Pq2LUMWLp1QU4Xu6K799uyzgyqn3nFJRVjszvY/231+Mxz17pDSu7gBp1b2//mv/Bl0cVPOgCruL5TenVJAFQa3qe2kTqau1R1vGYXs7cPXVTgW+l14SEf/FF0WI0muqu9cHHui/bSZdfe/UU+V3FIsyDngxFqsZSDbOfS0D1FZOKUAM/ShD+HTB3tQUfgHnR5QqFhm+BwQbv4KG74XFb9U/P2zbBrzwgty3keQcqH68XheJ1TBFKbfk7349U4KEZNnEnJf9bpZoXqlyTykzN2B55b1quQG9UKkfBMlZGQfV5iU99349U/bs8Wa7me+zJQzk88CnPy3eUqtWiXfPV76SrADlRnleKbWFdUx8z3vkNowtXCvPpN/qe0CyeaWCekq5/X4zn1SaKmTHDUWpjFOpAp9NtT8KqhkWUXpKaehFsegkrjWpd08pr+WZg7Sb8sSJM2fK/eefdxInpiGfVDXKy82bBCm3bRJn+F5WPKW8hO+FHcM075IuPP/yFycJ/6uvAnfcIc8HzScFJJ9489JLxUjM5eTPi3t91J5StUKFbYpSgBPCF6UoNWpUeINR57Xt20u9FdzYvdt5T1BRqlwISKMoZfYfN+EiSMhhkETnNkWpKHJKdXTI+Zk2zclHExYvic5thO+Z4WImfkUpv/OobcKMjTq3vPxy6aJe56grrgDeeEOemzbNW27AWlQSpXQcyOXStUHopXKo35xSlT6vHBvVJt348Y+d0NOpU9MnSCnqYfzEE2Lrnnqq2O+AY88DwW3hate2v9/pW7XGm1zOSemQ5PrLpqcU80kJFKUyjopSGzaUPp+F8D1g4ODU1+e4MUbhKdXU5BhhbiF89S5KRRm+V45OYs89J7dvvCEl2xsb7YUeZAk1Dv0mOq9nTykvolTYtqg7e88+K14G69eLq/qYMfLZN90keRPKRSk/O9RJhu/pcba2AscdJ2EBXvI+JJnovLvbueY2ckoBjij1wgvuGw5hsFV5Tz9DDepayc51jho6NFgYr5sQkEZRyvxtbjnBgoxffsQhvQ62wveAaDylVHDVtm4D01OqUhXnMKKU2c5sjPNpEaX8jo3t7bIB0twsn7F2benrM2YAl10m1flGjwb+9CdvuQFrUakfmONAmjwzbM5L5m/z4llnVpsMIwSWc/PNYg8ffrj0saSSmdeiPK/U2rUyLjQ32wknreaMYF5vL+NNrbVMHPidS6tt1Om6dzDnkwIoSmWerIpSlQanri4ZtBsa7O2gl1Mpr1Rvr2PA16soVcujw2Y5XHX31Z0WLYn73vfaWdxlDb9hB0GM30ohU1n0lLLZFvN5Mfo3bpT+Ono08M//LAJUTw9wwQWSIByQ9/ndoU4qfE+P8yMfEVFq3329V/KJOtF5tfA9zSfV2GgvTGLffcW7oFgUjxKb2Kq8B8giyWsIn+lN5mfhaF638vEmjaJULeEirup7NhYEUYlSxaIjStnc1NHjLRYHCj02xoFa1Zb9jvNJi1JB59KGBqnqq/1PN0EKBclv2NMjm7Lr14unSnt7eEEKqJxbza+XR1x48eD1Onblcv7mZptJzhWdo886C7jzzuSr7FVjyhRxBujtFWFKbfeDDw5fbAbwJjhqlb9aJLkRqPhtj9VsIptzUJahKJVxsipKVQozMjumzZ0Kk0qilHksWcwp5WcgjyJ8rxz1lHr5ZfnctIfuRY1fY9pmovO0ekrFkVNK+fjHZVxpaxNR6qtfFcNw+nT5rtdek/c99JD/Heqkwvc074MuUstLTFfL++DF+I/KU8qsvGdzlz6qED6bohTgvQJf0BDHhgZn3MiCKNXU5LQDt7EgyAI6iep7QHSi1JtvimDR1GQ3kf/QoU5bKBcubNmRNsO0kxalgobv6Zj82mtyHTs6JLfQBRdIP3/1VceLcvx4ubUR5lUrfC9N4wBQfbNEj9lGRWI3bItSZvEfs3BOWoWp8rxSKkrpBnNYvHhKec3VlkVPqWptUT2lGL5HMo2KUl1dpZ0zqzmloswnpVQSpXRCGjLE265AGkSp/n4n3MHLRF1tIO/tdT7LRrsZP14WycWiTHCrVsnzFKUqv8dMeFq+IPASTpY1T6k4RamhQ8V9vrVV2nmhII9/+UtJgr57t4SaXned/x3qpHbtNAeajptmyHOtvA9eEp3bEKX6+gaGZNmsvGdiilJuuYmCYluUquYpZY4B5aKUn5DSSmNBGhej5u54WE8pPX9uHiJu569YzEZOKRVaDz/c/uZCpWO2MQ6Y/1/NUyor4Xth5tJ8HvjbvxVR6qc/Ba65Rvr2/vtLQZj3v1+u7777OnNUWLImSlXzJgly7v2IUrZtjigL50SFKUpp6o1DD7Xz2dVEKb9jTdJ5PAG74Xs2Q8izDEWpjDNqlNPRzQp8afeUqjQ4RVl5T6klSnk1jtIgSpkDsp+cUqaYpfj1FPOC7rBcdZUsTvffX/4GI16MaU14WiiUeqt4DSer5IGYVk+pOBKdA6U7lsuXl+5ULlwIfOtbsjAeMSLYDnXS1ffefltuJ0zw/j9xeUoBA9uj6Sllk6OOkuu3fr14ltgiTlHKHANMUSpoSGkWPKWA6vOpH+8UPX+33CKPdTFe6fzt2OGE7dsM34tKlIoiH2MtUSrsGGwzd2DSolTYsfHrX5e5pliU8/6znwG//72Ejd9/v+QELJ+jwlDJY9BGMYsoqNZWghQ88JM2wbanVJSFc6LCzCu1erXct+0pZStfGJCtROfVfj8TnQsWokRJkuRy4i31yisSwjd1qjyfFVGqvHOmwVMqq6KUn/A9QI7b9AjTSdvMARGU9nYx/mfOBO6919lxOeYYMbL6+9M5IUeJF+NIDZglS4ADD5T7Tz4pCSe9eO9U+o60jgfVPIxsLYgqudAD8jwg3pEzZogBrzvUfoSppHftVJTyI+Z7ye8QZsHS1CQ5o/r65Lxo5VMgOk+p4cPF02DVKlnET5li53PjFKXMttnWJvdfeMHJR+K1XVYaC9KaS6bafOrnmPX8XH659IvWVpmPrrzS/fzpNRg50s45iSJ8r6/PyZM2d669z1UqiVI2Ep0D3nIHerW7/OZmtE3YsfG++4BDDpH23tgodugf/lB7jgoayucl0XmaMD14i8XSUK4wFYmT8JTKGu3tcr7Hj3fWYqNHA5Mn27HbK22UmM95PfdZDN9jovPa0FOqDnDLK5XWRahSK3wvCU8pv4NiGkQpvxVUhgxx3lc+MNqckHW3WpN5Km+/Hb7EcVZRo7u7WxYZlVDX7vvuk8X1I494X4zqtSsPmUrreFBNzLHVHmu50N97rxhjX/lK8ESkSSfdVFHKT5l4L4nOw577SguCoLmSvBBFXqmockpVqr6nbfPuu2UMWLnSf0hpLVEqbYvRan3I7/iVz4vHyfr1cv6uuKLy+bMZugdEI0o9/7yIN6NHi6Bhm0reXbZzStlIdB5ldUMvhPGU0g2SL30JuOceZ665997owryyFr5nntdyuyCIdxdFKe80NIgtZIa+v+c9Eulgw26vdi2yKEr5bY/Vfj8TnQuDcGlYf7S2yq0pSqV9cK3UOW0biG7Uk6eU3127ark7/LrRV0ONqeXLnXbZ1SUlkW1UlMki5nmttcur56dYFCHR6/mqFDKVRVd9W2NYNRd6AHjppfCJSKvlZ4qDIKJUtWO2lYOs0s5oHKJUR0d18dcPulg3vb3C4KX6Xj4vwnKxKNfBVkhpWhejlealYjFY2M7pp4u3XrEoi/pK58+2zeEnwbpXVGCdOzeaDZ24ckoN5kTn1ZJev/RS5f8LG+ZVS5RKq00ADBy7wohSSYTvZQ1tj6tXi6APiKOA38IvlbAZvpcGUcpWovP+fscmGuzhexSl6oCJE+XWFKXSmkNGYU4pOwQx1isdt98dy1rk88AXviDeAKtWiSh1xhmDU5ACShPo1zKoCwXJc6JebV7FkcZG+R6gtG+l3VMqjkTnbthKRKq/I4mcUr29jut3EFHKhoHo9zuiFKUOOUTEo507nepBYYkzfE+58kpZSOZyYoD7zS1TL55SKswB/tpjoSCfmcsB27ZVPn9RiVI2c0qZolQU1Arfi8NTKivhe0Ft66SSXqsotWtXqUgfxHaMAx3vADuiVDUhpJy0b+bHQbmX6eOP29tIriYQ+vXOzuL6q5I4v3WrM8cNdlGKOaXqAA3fU2UbSO8iVKk0OGXRU6qnZ2Dse1wE2e0aNkyM9EqeUjYn5HxeEnmuWyfi6WAVpJThw+XcVxOldEf18MNlUTp3rr+8EsOGSZvMkqdUUqJUtR3oLFTfA5wxs6nJX+LwOEWp8rEmqkTngHiSzJkjoW+PPSb9KCxxh+8VCsBll4nIuN9+wD/+o//cMlkTpSp5Svkt5gE4Y+gJJwCvvSbFNSqdv7SH7+3YIUmHAccL0DZRJzr34imVlUTnQb1Ibc01fjHHLA0BBdI7DgDSXrq76SmVFF//OvDv/y7ne+xYe+3TZvW9pFMmmN/tN3xv167SNaPaAWPGyMbyYIaeUnWAhu+Z1fdsuV1HhdvuRbEYb6JzTbarBM0pBTjVe+ImyK5dJbdXm+F7SqEgYtSsWfK5NkocZ5laBrXp4q9Jjj/2MX/hZG4Tf1pFai85pbJgICbpSm4mOfcjjFfzXrAlYlZaEESV6FyxnVcqKk+pXbsGnhsdA447Tub26dOBM88MHlJqfr5ZdTVti9FKiwxtiw0N3gx2cww99VR5buzYyucvSlHKzM0SlCeekOu2//6OrWebuBKd2/CU0vObtfC9pGhqcvq6eX3TLEol5SlFUUq46irgoIOAI4+UMcyW3V5NlMpi+F5QT6lisTTnK5OcO9BTqg5QT6mNG8V4yeWyGb63Y4czUcYRvrdjhwwM5SFVfj2lADnuJCZ3HciDhO+VD+a2w/d0caAhe/oYGLweU7VEKdPF/557nP/R8+XFxd/NCEurIe2lKlMWXOmrLbqiJkg+KcBu0tFKVFoQROkpBTii1LPPSjsKu8jYtk1ubYlSw4dLm+null1S8zzrGNDTAzzwAHDoofK8nzFAvwMonWPNzZO0LUZreUppKF4tzDH0tdfkuZdeAv7zP53XTaISpfr6xC4IO+ZGHboHVM6DFXVOqWLRv/Cl70vaUyqttrUbI0dKWzSvb1rD94DK8wYTnUeP2ulnnmnfbq9WWTGoU0CWckqV50vTVBvqKUVRiqJUXTBunFN6++23Sw39tE6cbru4ahyOGhXtRDlqlAyGxaLs2KsxqhO21wVMY6PzOUm5kAYJ36vlKWVjQq6U1BMY3MKUtq1KruSmi3+5SBombCethnQcic7jIElX8rCiVLXE0mEX1JXEuqg9pVpbgSlTgDfekJwY739/8M8qFp25wVai81xO5p1168Qg3W8/5zUdA84/X27Namthq++Z1zpti9FKOUL8hkuZY+jUqXIedu0SgSqO6nvDhzt2wfbt9kSpqEL3gORySplts94TnSfJyJEyzpiiVBY8pVh9L16ittvN87p7d+njLFbf89uHmprkr7dXfr/aEypKDfZ8UkBE4XudnZ245JJLsGzZMlxyySXoUt80Fzo6OtDR0bH3//Q+8U5DQ2myc3PwTdsiVHEzmOMI3QPkfKlwZ+aV8hsuZFayS0qUCjJJxyFKJZXUM+342eUN6kqeJU+ppBOd2yIN4Xu2PKXMaxFFonMz31lUnlKAvRC+nTudMCz1grFBtWTnxSLw4oty3xSl/OA2x+q1bWxMX+6KSmNBmCphuRxw8MFyX89nObZFqVzOaSdhk51v2ACsXSs2y+zZ4Y+tEnGF71UqrtLQ4H1hZ27s2AiP9EtaN3iq4eYJl2ZRqlLYd5jwPeaUqk3Udnu1yop++1XSay/zu/30ITeBnp5SDpF4Sn3mM5/BypUrAYjQdNZZZ2Hp0qWu77300ktx2WWXAQAWLFhQ8X2kOpMmya7rW285ixOv7u5J4LZwjqPynjJ2rAhSpigVJFxo6FCZKOtBlLI5ISeV1DPt+Nnl1ff4XQiXG3Sm50vaDOl6E6WSCN9TMd+WKGVzU8NtnFcvqYYGe+FwbsybB9x4Y3hRShfqQ4faXcBVE6U2bpQ8Ew0NktsjCG7nPs0L0UrCRdDE0sohhwBPPgm88AJw4omlr/X3R5PPY+RIaTdhk51r233Pe+wKouW4iVL9/fbmjUpjjbkR6NVWNe2TXbviFxDSusFTDbfrG0bsjZpKXrxB2iM9pbwTtd2ey8n12L27st2RRU8pv557O3aU/n7mlHKwLkp1dnaWPG5ra8OKFSsqvn/u3LnY8q5M2ELftcCop9T69U6C5LQtQE104OnpcfI6xVF5T3GrwBdElElarQ8jSpUf82CfkOPAqyjV2+vkf/F7Pcp3Bm16vtimkmGh+ViAbOxaJhm+t3Gj3PoVpSoJafp4yBARRcLgtiAw80lFuWkye7Yc/9q14nGiuRf9YjvJuVJNlFKvnunTgy8aq3lKpVGU8pJTKgjqaWZ6SrW3S9v46Eed3CZqfhYKIshUW6DVwlYFvjhC9wB30cLss7Y8pWxshA0dKteuv99Ovji/pHWDpxpu7THNY0GtDRM/x+xHlBrsnlJxoKJUueda0Op7WUp0DrhvFtFTysF6+N6KFSswrkxVGDduXNWwvJaWFgpSIdGqLGb4XponTe2Y69YBV1wh98vD9woFMR6jQEWpG25wKkuUT0hevj/LolSU4XvEnVo5pRRTtAobvmd+V9p2RfV4+vrkTwmSayRJ9Hf09pb+jjjQcdOvh6nOD319pZVgbM4fbsKXilJR5ZNSRo4UDxMgnLdUVKKUGqDVRKmgoXtA9kSpWtX3wopSq1c74ScNDZIj5be/lcdjx0o4o+ZUCSvGVkoc7of+fuDdgINYRSkNidM+a6YpCEolYcCPd3p7u1yfXG7g5k6UtmI5YT33kqBeRKmgnikAw/fSQqVwyqDV95Jae5k2a632qGOX+V6d1woF4MEH5T5lkAg8pSrlj9rsZnm9+/5ly5YBAB599FGcc845aFNXnzK6u7vRbaykt2ocANm7C5wVUaqpyUkUXijIsZqLKzPhXhTogmj3bieBn+lK7vX7syxKVXKlz4IIkFW85pRS47G52X/ul3IjzNzNSVs4r9lu9+wZaLA0NjrVMdOM+Tu6u+M1ajWn1IQJ/v7PnB+6u53zbNMTwM0Ajbrynsm8ecAzz4go9bd/G+wzbFfeU7x4SoURpdwWdmleiNbylAraHqdOdXbnX38dmDbNCUX5j/+QsbitzT3Jb1Aq5Wjyw+rV0vZGjABmzgx3PLXQ4y0WnZA4044MO2/Y2AhTIRGQ49u+Xa5d1LZiOVkM33PLcZaF8L2weYeAypX83KANHD2VRKmsVd/zU8nWHLtM+1zHrl275HfTUyrG6nuVxKqzzz57r5dUW1sbFi5ciDVr1ri+96KLLsKPfvSjiI4w25iiVFYG1uHDxcPr4x+XjqmddeVK4NFH7RiHlVBR6sgjpTLTkiUiBIwcCdx2m/x5+f4silKVjjkr7SbLeA3fC3Mtyif9NO/smpN5d/fAY9dKVmnH/B179sQnSu3c6bQlv2HPTU1OGMzu3c7CxWZ7ccsNEnXlPZN584Arr5Q5pb8/mAeMLuRsVd5TKolSxaLkPwLoKQWEL13f0CDJzp96Ss7rtGnyfD4vuaZ++1vgjjuAzk57NoeN8D317ps9O3phfuhQCdft6ZH2Xi5KhcVLTqlamFXANOXD0qXAnXdGayuWk+b5tBJunnth+1WUuG2cFouOEBAkfK+Wp1Rvr+MxTBs4OmqNBX5zSiW99gJqt0dz7NLff9NNzjr32mvl8yhK+RClLrvssopiEQAsXLgQCxYsQEtLywCvqM2bN1cMz+vs7MScOXMAiCjV2dmJzs5OV2+pCy+8EOeee+7ex1u3bsXUqVO9/oS6JmueUoAc3/btktdh/HjgvPNkgNm2Dfja16I1MsycUl/5itz/5jdl4tu9G/inf/L2/VkUpRi+lxxeRSk1HoMkt63kKZXG8SCXc0rkmn0oa21RQ1z27Il3506n2hEj/AthmnR0585SA9FWxS2gdk6pqJk5U87Ltm3ieXLood7+T3MO5fMDw/ds5BwCHANU80kob78tiU9zOWDGjOCfnzVRKipPKUDEvaeeEg80M9n53LmSPqChQcYhWzaHTVEq6tA9ZdQoaYvbt0uOUr85XqphK6eUXp8LL5Tje+cd4BvfiLd4Sprn00pU85RK41hgejfpWHzKKc7reu69jMVePaWyljIgq1S6HkGr7yXlKaX9Rzf3aqFj1Pe/LxtzmzYB3/428NnPOl5UDN/zIUqdffbZnt63YMECXHrppQOen+cys3Z0dOCEE07Ym+hcKc9JpTQ3N6M5S9sTMaKJznfvdhLfpn3SNI3mz35WjItiUYyjqI2M8kTnn/608/3Dhnn//iyKUpUqm/jZtSTB8JtTKsi1yJKnFCDH1dtb2h6z2Babm2UciLMCX9Ak50pzs7Q189xH4SnlFr4Xh6dUU5N4mtx/vyzyvYpSpru95iEaNcpuqJDpKaXJtgEndO/AA8NdAzfjP83eEZXmUhvt0S3ZOQDccoucex2DCoV0eErt3g08/bTcT0KUAuxuDNTKKeVnnM/nZWG3c6dcuzgFKd20BNI7n7qRtZxSpoipY7G5kdfc7H0s9proXD9/yJBspAzIKpU817JWfS/IXJrPA//6rzKO9PXJ43Xr5LXmZoqhQASJzss9nDo7OzFv3ry9nlIdHR17K/S1tbXh4osv3vveFStWYNGiRUx6HoChQ52d11dfldssiVK/+IV0VM17o0nhoqJclPr3f3cEKcD796dFlPIzMFbaYfCTdJQEw6unlA1RSif5tO/surlhZ7EtJuFOHjTJueJmIEYdtqPhe3F4SgHOol6TRnshn5fFzpIlEtoFSKiXrZxDgDNf9/SULhZt5JMCSq+tJq9Ocx6ZSnOpjWNWMdJMdl4oAPfdJykEfvQj53rbsD3C5pRatUpEskmTgClTwh+PF8qP2abHpE2bo1AQ4SCXc3JKxUVfn9OX0jqfuuEmSqU5N5Y5dulYfNVVUl18yBC573Us1s/as8fp+24wyXk8VPKUylr1vSCibqHgpKTYulUeq09OS0s2UlVETSR68NKlS3H++edj/vz5ePTRR7F06dK9r1100UWYP38+zjvvPLS0tGDevHm45JJL0NLSgjVr1pS8l/hj0iRp4K+8Io/TvqDTwecPfwD+9CcxDj/xCeCww5xd6qhzSr3zjgwMv/udfH8+L0ag1+9PQpQyQ0v0e/24MzN8LzniFKWy4inltmDJYltMwkgKmuRccfOajEKUMj8/Tk8pwBGlnnpKfpvX36Vj/w9/KOF0b70FnH++vTmpuVkWizt2yLytooCNfFKA03eKRZkn1JMPSLd3RBSeUuXJzu++W+b4Qw5xcnksXCjvtWF7uIVL+cEM3YtroVJJlIpqHAD8j/PqHXPSSeJJNnZs9LaiibmQTut86oZbTqk0jwXl7SWflw2YH/9Y5ryeHu+bA2bb2r27sk2VRZsji7hthJlVi/2G7yXlEOC3/+jYddppst7dtElCx1evlteZT0qIRJQyPaAWLVpU8lq56DRnzpy9OaVIOCZNAp5/3vGUSvukOXy47Hz8+c/A4YdLPqwZM0qTwgHRGBu6IHr2WfneadNkAjzySMlx5fX7kxgYzdAS02D36s7stnjWqjsAJ+UoSUKUyoqnVL2IUnGG76koFdZTyi3EK8z8ocL53Lny2DRAH31UXNbjEqWmTJG5ccMG8UA5+mjv/5vPA9/9royPw4fbn4v22UcWips3i3BSLNr3lALk/KddlKqVUypMe2xoENvi6afl/Pb3yzx5112yiacLAr2+1TwqvBA2fC/ufFKAHPO6dbJgOvHEgZ4LYXKp1ar462WeM+2bQw6RvFLjx0vqhbiEKW2LWakKq7h57qV5LHCbl04+WUKfNA+lnxQbuZwTelmprdFTKh7cch0GyeeVJU8pc+w69VSZdwBp01dfLSLr+94X3bFmCevheyQ5NNm5Dq5pXYQqw4fLRPGhDzkLlIMPllt12Q1rHFZCv2/PHuBzn3N2Iw8/3N/3JyFKmaElq1bJc3fe6d2d2W0w7+lxdio4KUdHpXK45dgM30t74QO3PpRlUSrOsUBFqaA5pdyMfxvnXoXzW24p/fxCAXjmGRlv4xKlcrlgIXyAVO7budNZCNkOFSqvwLdpk3hNhU1yDshnaJvUa5rmhWit6nthN9nMvFKLF8s8qaETZhrTfD58EvswotSmTSKU5XJAnPu1o0bJdy5fLu3cnDd0URWkeqV+BiDXUsPfAH/znAqJ+Tyw//7y3BtvyCIvSlvRJO1ex5WoFr6XxrHAbV66/nppO0OGOPnfvGCOg9U2jLJoc2QRt/A9PfdNTd7F3qSr7/kJKzfHrlzOWWcefDBwzDHSrpm1SMiQ1k9qoaKUkvbBdfhwYPJkWTBcdZU8p6IUEO2u14gRsts1ebKEC15zjUzc06f7+/6kXEj12C64QAb3rVuBr3/d2zG7DeamSJJW8aIeMD2lzOTG5aixXu/V94Dq7THtY5hJkuF7YRKdA6XHbEME0HHo//0/WfgPH+4sbFtbRQSIS5QCZI65+Wbx0vJKoQBcfrkUEZk8Gfj85+17ZJSLUuolNX26nYXv8OFyPbMgSkVZfQ9w8krpOe7rc/Kb2Q6dcAuX8op6SR1ySHx51wA55tZW4IADpJ2rLfbMM5JXLUwuNbMtaygp4E+UMoXC1lYRyLq7RcSLK9l5mvMwVUPtiN27RdBpakr3WFAuShUKkuajtVW8S2bN8jcWa+iu22agevW2tspj0+awVWmVONjKY6l9sK9P/hob7RyfV/yIuuXt54gjgEceEc/dww+XkP0K9d0GHfSUqiN0UFXSughV9PheeEEmyhEjxPiPA3On/v775fbww/3nb0gyrjmfF2FDE8R7NcyqhUsNHRr/4D6YUOO7r0+80yoRJtF3JU+ptBrS9ZZTKovhe1EkOs/nRchZvx546CFZROTzjvEV54J7zhwZ2195xUkOXw0V0E48UebVKVOAM86wmwwbcM6FeuzYyiellHtmpnkhWstTKuwx6zldvVrmzK4uZ2PAtkAaJtF5EqF7gHPMhx8u7fzuu8UTe+XK8Mn9zbnHHOeDznNNTY69u3Zt8OPyS9q9jithbm7pOc/CWLB7tzMWf+hDcs3HjCmNFvAyFldKrg04Xr033yyP1UYL6x1I3HG7FkGKKpjtNokQvjAFOI44Qm6ffro00TmhKFVXTJxY+jjtE6cOQE89JbczZsRbfUAN0QcekFsdKPyQpChVKMj35nL+Kha6LZ795HYgwTEn3Wp5pcKE75ULDWk3pOstp1RcY0Gx6AgsaU10fs45soDUnHWf+IQ8n8s5i+A4GDPGESW8hPCpu73OCdOmya3tsPJKnlK2RSm9pmleiEbtKXXAAdJHd+2SZOd6zlta7C88zXApM1ytFsWi0z6TEqW2b5d2rsc+cmR4TyQzB5OtUGEN4YtTlMqqp1RTk3PMel17e+VxGn+LOW7pWKz5CUePlls/Y7Hb5ouin7N8uWygjBhRmgMoLi+8wYLbtfBbeQ8oncOSWH+FmUtnzpQ55623nDmfic4FilJ1RHn4XloXoYpOPNu2ya0ZuhcHKkp1dcltlkSpQkEqN0ycCBx1lEycXneN3I45jGcO8U5Dw8DQBTc07CNI+J5ew95e+Uu7IV1volRcu3bvvOMsLIK6frvl7rApSl1zjYyzuZx4dWnIxejR8e9A6yLfSwif5hx67TV5rKIUYCfnkFJJlNJQs7BUKnqQZlEqiup7gJPsHJDzrDvUUSwGdNzu7/c3HnR2ynE1Nzt5R+LCFKV++UuZg1Q8tuEZ6CaAh9kMM/NKxUXaQ+GrYVaENPtYGscCcy7VsVjXCaaHrdex2G2eM8nnJdH0+vViV1OQig5bNkcuJ/nFgGQ8pcLMpcOHAwcdJPd1/KIoJVCUqiNGjSqd3NO+oCsfgJISpQAxWGfO9P8ZSYhSuovz938v7sy5HHD22d7dmetFBMgqXirwhbke5VW30u4pVW+JzuMK31MvqZaW4JWgohSldJzK50U4HzMGuO46MfzjzCelmMnOvXqvvPKK3JqilE1MUWrTJrm1keRcyVL4njkOmNfH5jGbeaXckpzbYtgwR3T1k1dKQ/dmzXIWXHGholRHB3DZZWJbnHkmcNZZdkJW3eyOMB7BU6bIbRLhe2nd4KmG6b2XdlHK9KbRsUDzv6mnlB+qhe8ps2Y5UQd+qvsRf1SrvufX3kuyAl+Y8D1AKr2bMHxPoChVR+Rypd5SaV2EKuUDUJKi1EEHBVsAJyFKqTvzySfL41GjxAD26s5cbccySyJAVvEiSoXxlDIrmOzalX5PqWqiVJbCSeMO3wub5BxwN+psiFJm+MN3vysG1+RdzCQAADpQSURBVNixMsavXw+8+Wbwzw7K4YfL792yBXj5ZW//8+qrchuVKKW7o5s3O/mkpk2z11ezJErpby4WnUqwgF3vFA2LfOGFaD2lcrlSzxSvJJVPChA7Yv164LnnZExpbQWOP95//p5KVBOlsha+l3bb2g0z+b6OAw0N6cwhqufXDDPUfhRElKrlKQUA994brLof8Ue9iFJhvY7LPWHpKSWw+l6dMXGiY3CnfeI0j2/IEMn5EAdabcMUpVS19lttIwlRSo/tySfl1vwdfioGannmXI6iVJyo0OKW30AJs4MMyHXctk2MsLR7SqlhcdddcpvPD1ysZKEKTtwGkg1Ryi2/gw0R0yyBDEiS2htvFCGgtTWZcWbIENkNf/hhCeFra6v+/q1bndDuqOYmM9G57STnwMDFWJpFqfLEteU5iGwIdWayc70fVdWjkSNlDPbqKbVnjzOnJyVKFYtSNEFzQH3gA/Ka9uMwudTK22Kx6NwPG75XrZKtTerFUyrtG1Xmce3eLWO3ekoFKZDhJoSYFApSDa21FfjpT2Xct11plQjVEp37tVGTzOkbZi5tby/drDCLbWTB1o0SekrVGWYFvrQuQhVzYXLggcFDUPyi1TYef9x57vDDg1XbSHJQDDpJu+1IU5SKDz3HUSU6N78jC55Sely9vc5uvNkes1IFJ6nwPRuilG2vSc0Dohx/vPM9ra3AsccG/+ww6GJfPVKqoV5SEydGNy6qy35/v3NMtvJJAdnylDLD1drbHU+F8jCJQkFeD4KZ7FwFoKh2qP16Sj31lPzW8eOj88yrxqhRUv1Yve3nzSv1SgmbS61ctDcFgiD9a9IkEc96eiRhcBykfS6thpkzLM3jAFDq7a3zqeaUsu0ppfbFzJkyN2lif9uVVolQLdF5UE+prIlSDQ3A73/vbFiMHSvPZcXWjRJ6StUJ6v1jhu+l1ctAj9WMqdXQvTiOVRdLv/iFs0h69lkZJPwmN8yyKAXIJD1qFEWpOPESvmdTlMqKp9Ts2cDChTIp79olv+H22+UvC0lH4zaQNm6UWxuilGms2154tbfLTuD48Y6QltSuoIpSTz4p16maQami1PTp0R1PU5OM31u3StgUYNdTKkuiVC4nx7Vnj2yWqKeC6Z1ihoUGobFR8nU980z0VY9MzxQvmKF7cVYhVnvslFNKn//wh+32z/KxRttkQ0Ow9tjYKCLa2rXyV17oJwrqxVMqzeOAMmyYCGh6zsN4SlUTpdSr94EHxFtVbS4b3oFkIOa1UA/HoDZqGnJKBelD2rZ+8AMRW6dPZ8VHZRDrcfWFev+sWuU8N2xYOpVXPdbbbnOeO/jgeI81nwc+9SnJoRBUkAKSFaXeeUdu/U7STU2O0auDeVgRhHinlijV2yu7v+Z7/WK6SKc9D4YZTqo7lGvWyFj2xz9mZ5KO20BSgWf8+OCfEXX1PUDG8/b2UsF7zJhk5qZp0+R87dkjninViDrJuaLhY2qg20pyDmQrfA9w+tAnP+l4Kqg4+Ic/2DHay0W/qML3zBw+Xkgqn5TaY9df73inDBki591m/ywfH02bI6gIF3deqbTPpdUwPfey4PFleh4Xi3Y8pdzC99Sr1y2Pp81Kq0RQO6Cvz8kXlmVRKmgfyueBj31M1qB33klBSkmRVEHCoIu5O++URg6I0JLGhq7HeuONzrE+80z8x/rd70poxpQpwattpMFTym8lq1xuoFcHPaXio1ZOKVOsCipKmUZY2nd3y/vQqaeKwVIsymtpGruqEXf4XpoTnZvoeP/CC854/9hjycxNuZz3EL6ok5wrpihywAF2F7xZ8pQCBgrUp54KrFsnAvX119tpL+WiVFSeUma4VC26uoCXXpL7c+dGczyV0P7Z3i4J9wFpN9dea7d/lgukYZKcK1Onyq2WVY+aLIg5lciap5S5sbZ7tyNgRFV9T9tjkOIyxDvm/FbuNel3LDDni7gJm+gcAH72M2DCBFmHsuKjQFGqjlBVf/16MeKuuy59gpSSzwOf/7xzrLfdFv+xXnstsN9+snMetNpGGjylgpRXr5TfgaJU9NTKKaU7ds3NwSvjlBt0QHp3d8vb4qWXOl4juVx2cjpksfpetUTnNttLPg98+cvi3bVqFfCXvyQ3N6kotXJl9fdFLUpp3iRTFNF8UmHyJplkVZTS41y0SMYAWwJ1ezvw9NOlz+n5t3XOFT/he9oWDzoomSpMKky9+ab0z1dftd8/q3lKBWXKFLmN0lPKzG9WPjbabjNR4lZ9L63jAFDaXtRLqqkpmCBYzVNK0X7KaIFoKa8Obd4GFaWSzCkVRqBetkzGsJYWVnxUKErVGV/6kggtkyeLC3YaBSnly1+WfE777Re/R4QZv7t8efCkhmnwlAoSY19JlOKEHD21wvdsCIRuOaXSurtrijmFAnDllTIufOADwBlnZCfZaJyu5L29TmU4m4nOe3udHWnbIuZpp8mie9IkWXgnNTepJ8rq1c45LGfnTidnV1SilIZNrV7tPHfIIXbDGiuJUmkdC8rn0yuuEEGqsVG8J8OOAw0NwJ/+5Ai6uZwsCKIIJQ0iSiVRdU/J56Wtt7bKmGK7f0axERZH+J7200LBPb9ZmlJjVMMM38uCKGUKSaatGyTUs1pOKUDmPG2X9JSKnvJ5Kcvhe0H7kK01aL3BROd1RqHguAKq8ppWYapQEAMo7mN1Syint37LwKbBUyqIKFXu9mrDlZ54o5YoZWMH2TTo0p4HQ9viqlWyODvpJPGkGTcueL9MgjjD9zZvlsV6U1MwT0ml/JhN4852eykU5DP33z/ZuWmffUQcW7NG2tsJJwx8z2uvOe8NEi7iBf3tF18syXRbW4HnnwdWrLDnpVLuIZD2xWi5QH3ddXJejjoK+Ju/CT8O6P9deKG0wZkzgauvjiaU1KsoVSwCjz4q95MUpQoFmf9Hj46mf5aPNTY2wlSUWrdORMugnsXVMOcgtbUeeAB44on0RiK4YXpK2Qg9ihpzwyRMPimgdvie6UHFjdnoGT5crmnY8L24RSktCpHPD+xDfopC2FyD1hsUpeqI8oauj4H0NfAkj1WrbZR/T5BqG2nwlGL4XraolVPKLeGmX7LoKdXTI55R++3niFJAdqrgxBm+p54e48aFq9RVbqzrbS7nuNjbIG1z07x51UWpOCrvAfLbn3oK+M1vgA0bpI2feaa9c5LV8L0bbwQefFAE6nvuETHAltGez0u6gD//WebQrq5oxAWvOaVee03685AhpRWJ4ySO/lnulWlj82XiRDlvPT3AW29JhEAU6Dn4l3+R67l5M/Ctb6XPrq5G1nJKmd5NKkoF2YAt/yw3zJQJNuc94k75ZklYT6m41l/qNWl+Z5CqsDbXoPUGu1+dkCXlNeljraZkZ6n6HsP3skklTyndhTngAHlsCoR+S3Pr5L51q+zEm8+lDe1D06dL//uf/5HHZgLotIxd1Yhz104r702YEO5zzGMuFkuNQ1tl6ZMe792YNw/43e/EQ0Xzl5lo5T3ti1Fy6qnAb38r18J2GHvWRClToD79dBGo77nH8ZCwZbQvXgzccouT3ySK9ufVU0pD99773mQ2DuLqn+WeUja8s3M5aSOvviohfFGJUoCcg+9+N3sFOJQsi1KKX08ptalU7DU3Ak2bitWn46X82gYVpeJOdG6Oi2o3rFghc5SfjQ2ba9B6IyPR0KQW1ZTX009Pl/KapWOthQ6KPT3O4j8OikX/nlJmws7yBfTTT4sLPD2loqeSKKW7MH/8ozxWIzJI7gq9jmbOnLR7SqmhvGWL3EZVqj0q4gzf03xH48eH+xw1AotFOf9RJMVP43h/5JHiYfH2206onok+F7WnFAA8/rgkO21rs5/s1PSE02sMpHcxqsd13HHSPtw2XmyUaV+7VsSMadOiSzBr5vCpRtKhe3H1zyg8pYB48koB0kb27MleAQ7F9NxLe245wN1Tyq8opTbVbbc5nwUMtKm0jzKfVDwMHy7rjRtvlMflkRpeCwjE7SkFlFYTXrVKPG6zFMabdugpVSdkSXnN0rHWwjTue3riM/a3b3eMRa+eUqbraXnujtWrZYFLUSp6KolS2vYvuUTyY4wY4b6L7YVyUaqxMb1u6eW7XVqWPIkqVGGI00BST6kwSc6B0kVJd3c0olQax/vmZvFMWblS/sqTmaunVFRJzhU1vr/znWjCpkxPqb4+Z+MkraJUeR8Km0vGjUJB/s47L5pzrt4ZmlDf9JQq93jt7ZXcREByolRc/bNSTqmwNkccopS2kdZW2Sz5xCfSF4FQCxVcursd2yOt4wBQ2l76+uS+36gAvTb//d9iC40d625T0VMqXtQT+89/Bt7zntKxwE8oXFKJzvN5mT+KxfQXFMsaKV2mEJINzEl9z574JnndQR4+XAZFL5iupy0tcv+WWySnyeTJYmxRlIqe8pAak3weuO8+YOlSmZynTAm2C6PfoV5Had4RLTcsVJTKqqeUhsLZCn9zQ3NKhRWlVKzs7RXjPwpRKq3MmyeC1KOPAp/+tPN8d7fs4gLRilJxhE2ZnlKmB19aF6PlAnWYEHU34jjnuvmjfVRFKbfF1rPPynVpaZHk+/VMuaeUrZQBKkq98Ua4z6mEXrfPf16S4gPAWWfJ/JQlYco8z2oXpHUcANzHriDidD4vgtQPfiB5x955Z6BNZSOPJ/HO8OEi8B55pPShTZtkU/ymm4A//MG7zZuUKFUoiBOC2nhpLiiWNShKERKCxkYZmMzQiDgIaqzrwPnDH8pEvX49cMEFwJVXym+gKBU9tarvHXigtKmGhuD5TvQ6aoXGNF/XehOlgOi9JnXBGzZ8D5C28eKLwDXXAEcfLc+Zv8VvPrOsoJ4sTzwhopx6Eq5dK2Ph6NHReuvFkezU7PfqdQR438iIm/IcjbY9peI45/pZl10mi62GBplf29sHfreG7s2dG62InSTqOXbggfLYzCm1fj3w8MOSVy0oU6bIbVSeUtpmTjxRRKkhQ2QOz1pS4qYmGde7u505NiubVWHF6TPOEJu3v1/G9vL+r7YYRal40Hnp6KNFmDrvPOm/vb0i+Pqtfh6nKFUoAFdcIUUWWluBU07JljiddihKERKCXE4Gxu7ubIhSgAyc//f/ym7Z5s3iJaDx22kWL+oFs/peuUdNTw9w/fXy/D77BC/NrbvSuqhLs/GphkVvr/xu3cXNWvieKUJ1d0crSoVNdG6WNm5uljb4u9/JInH9+tIyx36qymSJGTPEQ6WrSzxW3vteeV4r7x1wQLRCQRxhU0OHOpsmKlDrc2mkXJSy7SkVV6haPi9j+be/LVUV9+xxX2w99pjcqkBaj6jn2Ic+JB6IGkL68MMy1ujcFFT8Vk+pdetKxWVb6PE895zc7rOP03+ytggdNapUlEqzp5RZoU1zPgUVp2+4QWzbXbtk7iy3qdRTiuF78WDmCxsxQvpTc7M876dPxV1oSu2hv/97sZcAGddHjKAwZQsmOickJElU4NMFhtck5yaFgvxfc7Mc87nnOq9RlIoe0/ApD+H70Y8kyfKMGcADD4gYsGSJ/6Sq5dcxzeFYpmG8a5eTBytrnlJNTeI5CUS/cxc20bkuFAsFaRutrcDHPgZce620vyFDguczywq5nCMGqDgAOKJUHEnOoyaXc/q+KUqllThySsXFmWeK54UKguV9aNs2SZYLJJdPKg40MfDNN4vI+PzzwNlni4eijjtBinko++4r7aa/X0SuqMjqZomJegJlIXzPDPcMI05r2/r0p4GjjpI2V25TMXwvXsycpz//uYyR++3nv+hE3OF76jX5N38jj0eOFJsvi0W60gpFKUJCkqQo5XeS1gn6jDOASy+VCfqGG8SYs1kGnlTG9FQoL1F8zTVyTU4/Xd6jk51fYapclEqzp5R5bBs3Ot5jQQTXpInDSNq1ywk3CJpTymxXr78uzz3/vGP8P/dcfQtSiopSGkYFOKJU1EnO46I8lDfNC9Goc0rFSaEgwnouJ7lsrryy9PWODhnrpk0L7vGYFfJ54DOfcbxerr7ayStz113hxppcLvoQPqA+RCmtwJeFXJM2qu+ZGys/+IG0ld5e4O/+rtSmYqLzeNFr294OvPwyMHMm8Mgj/m3duKvvLV4sY5S2R9tVYQlFKUJCk4Qopca6n4V7uefDxo2i9E+cKKKUel/oe72UZCX+yeUc48eszNTdLUZjaytw/PHO80F2Yco9o9LsKdXY6HgYaYLpsWOd57JEHKKUhu4NHx7OiNZ29dJLUtr4T3+S3crhwyWsLWg+syyhHiovvOAYmnFV3ouLLHtKZVWU0rn2q1+VvCn77AP86leli63BELpn8o1viKgwZIjMgW+/LePOLbeEF78pSnlDPYG0f6V5LDBFKR0H/IpSZg65ffd1QrQnTCi1qdQOU9GOREN7u4yBw4fLmmPtWrF3v/c92ZDV6+VVmEoq0XlQpwBSG4pShIQkSVHKz6BYnuR16FAn6Whrq5P8NowrPfGGW7LzGTPEcJo8GTj00NL3+92FyZKnFOAcn4ZfZC10T4nDSLJVeQ+QdjV0qHhsNDUBxx4LHHaYnH+/rvRZZMIEEZ+KReDxx+U3axWvehGlsuopVSxmM3zP3Pw56yzghBNkfp0+3VlsFYuOKDV/fqKHGxvXXy8VBg85RISdPXvkPPjNI+OG5pWKQ5TK6twEDAxPS/NYYObFDFp9Tz1bFN3su/POUpuKnlLxoGkDHnhA+n5rqwiFGzY4aw4/m7BJJDoH3D2liB247CQkJFkJ3yufoPN54JvfdDykjjii/vPIpAUz2bly551ye/zx4cMos+QpBTh9iKKUO7rDCAwUpcJ4NRYKIoIeeKCc83vvBb7wBWD58uD5zLKGGcL35psiTA0bJh6k9UCWRCnTU2rHDicpdpZEqfLNn49+VG7feUcS5Pb3Sztbv16E4KOOSu5Y48K0Kx5+WHKyNDaKONXYGHyM0XFx6lR5rIKyfqdNb28VpVpa7H1m3JR7AmVhLFD7NJcL78n0wQ+K8PHii6UCJnNKxYMKTnfeKdeztVX+CoXSMdPrJmzc4XtKVj14swBFKUJCkpXwPTfOPBNYtEgM5NtvpyAVF7pQ1B26HTvEWAdKQ/fCfr6Sdk8pilLVMROTm6JUGK9G/d9zzpHQmvLPCJrPLGuop8rKlfFV3osTHQt0zkjzQtTc+TYrh6b5mMsp3/w59FDxEOrpkT67eLHjJXXYYfVfXKR8o6tQAFavFoFu2jTg4IODjzE6LnZ0yGMVGqLw9q6n8D0lzf2q3EYaNSr8mNzS4mxC3HWX8zyr78VHPg986lNi6z37rBQ8CLrmSCp8L2g4KamN5eKphAw+slZ9r5z/+i/g/vvFYBkMeWTSQHn43v33y6Jl2jTxWglLU5P89fbK47R7SqlxoTmlsmr4R2UkaZ9cssQJVVm92vFo8ttnyxeK7e3AhRc636HfqZ9bz1VljjpK+sq6dcCDD8pz9VB5T9G+r1Ut07wQNefSetmNzuWkwtwvfwncdJNUAVu5Ul4bDKF7pueYm0DV3w984APBSqrrey+/XMT6XA644grgqqvsb64xfC9eyjfSbI0Dxx8vXrF33gmceqo8R0+pePne94Bly8QOHjo0eD9l+F79QVGKkJBkJadUJa67TnZwVcQoFChMRU25KGUzdE8ZPrzU2yDNMKdUbbRPfv/70v83bgTOOy9YXy0PMSp3lTdFqHofC4YPF4+VJ58EVqyQ5w44INljskl5+F6axwJzLs1iPqlKLFgA/Pd/iyfeU085opQm2q9nzLGlfNwpH1uCiN/5vIR5nnuu5KbZtQv4p3+yP27VQ/helkSp8o00W+PABz4A/PznUtDi5ZdlE1DtMIpS8XD11XbWHKa9pVWb44CJzqOD4XuEhCRuUapYtDcomjuXgymPTNKYOaXeeccJ5/jwh+19hxkWknZPKe1DKrbSU8qdz35WSqoXi2KkB114lYcYmQy20sbt7c716umRW/WUqocqpFnNKVUvnlIAsHSp49X8y1/KInj0aEn6XQ9tzCtRjTunnSaCQrEoXi+2Bane3uzPTcDAnExpFqijEqVGjZKKmICzGcjwvfiwuebQuaxYBPr67B5nNeppwyRtUJQiJCRxi1Ld3c7iKYzB7pbUfLDkkUkaM1/CvffKhHrwwU7CVpvfAaRflCo3jukp5c73vidtpblZrin7aHgaGqTynnrpARJGWy9VSLOeU6oeDP+GBvHKWL9ebgFgzhzxGKiHNpY0hYKIfrmceJBeeaXdz1dBt6HBTsqEpMhSovNym8WmOG1W4evrc+ZrekpFi+01h2k3ZjGnLxkIw/cICUncopQOiE1N4ZKklrvSK4Mhj0zSmOF7ZuieTUyjLs07osBA45ii1EAKBSmr3trqnv+JBCOfl7Hu29+Wx/vvL2F8V15ZH0UfdI7Q8TzNC9F69ZTSELMLLpDHra3y+1hYJDy60P3KV4Df/x54/XXg178WgcrWeTVD97JcACFL4XtDhsi5jqIC5zHHyFjz5puyIaHQUypabK85zDbS3R3f9WOi8+igKEVISOIWpcwk52EMpGqu8jSSo0Unz7VrpfoIABx3nN3vyJKnVLlxnNUQiahEqUIBuPRS2emePBn4yEeASZPkNQpT4Vm8GLjxRuAvfxGDs14EKWDgxkWaF6JunlL1IEoBEmK2cqUk4d6wQeyFc86pjzaWFOWeF2+9JZs8++1nd1ysh3xSwEBRKs2bVbmc2C27dsljm+PAsGHA+94n4/1NN8lzQ4fKRi+JDltrjvZ28VrM5+W6dXc7NpcWT4gyBUG9zU1pgk7DhIQkKVGKA2J2UVHqkUdkl+fww2X33CZZ8pQyjy/LIRJRiVL9/U4bmT3bEaTU9Z1ejeH5yldkITR8eH1VIS0XpNMsStWrp5Tyb/8m12P0aJkD6qWNJUW558VJJ8nttm1SWc3WuFgPlfeAbHlKAaV2gW2vFPVMv/9+uWXoXnZoaHDC/cyNjDhC7nt7ncT49TQ3pQXqwoSEJKnwPQ6I2UVFKXVNtx26B2TLU8o0PvfZJ7shElGJUqedBtx+u9w/+eTS17iwtcPatcCMGeKNVk9VSLPqKVWPIRI33ADMnMlKt7Yo94aYOxeYMEHySrW12fM+3rxZbrPqwatkKacUIGNXV5fct23vHn202GGsvJc9dMxcskSS1I8cCfzud8Att0Tv4axeUrncwP5EwkNPKUJCkpQolVVvksFMe7ssRMzY91wO+NCH7FdhMhejWfKUyvJudFSi1KpVwLp10m6OPdbuZxOn733lKxL+U0/FHrIoShWLjndKvWy+sNJt9DQ0ACeeKPdvvdXe56owkvXwvfKcO2keC4BSu8C2AHDttaXnw7w/mCpiZhX1En/1VbGPli2LJ+Re11+jRrFARRREdko7Ojowd+7cmu/r7OzEJZdcgmXLluGSSy5Bl47+hGQEekoRr6jb8V13Oc/NmgXcfLN9t2PTOyrtnlKmcZzl3eioRKlbbpHb449Pv8CYNeq9CmkWRSlAvF2A+vCUqvc2liY0hO+RR4BNm+x8Zr2E7zU2OrZAU1P6F9Wm3WLb3m1oADo7naqr6ilVL1VXBwOaU6pYlL84vE7r0YM3TUQSvrds2TK0tbWho6Oj5ns/85nPYOXKlQBEoDrrrLOwdOnSKA6LkEhIMtE5yRY6af7qV+IGrHmkoqjClCVPKXMxmmXDPwpRaudO4O675b4uuIg96r0KaZZySpnHpiFT9bD5Uu9tLE3svz9wxBHA009LyPM//EP4z6yX8D1AxJfdu9M9Dijm2GVbBMjngb4+4DvfkccjR7qLxyS9FAoiruZykhA/jnBoJjmPlkhEqUWLFnl6X2dnZ8njtrY2rFixIopDIiQymOic+CGflx3cH/9YqgX19gJnnWV/Ms1qTimKUqXcfbd83tSpwGGH2ftcItR7FdIseUrlclLmu6cnmlLwSVHvbSxtnHyyiFK33gr8/d+Hz1GoARz1IEqNGiX2R5rHASVKTylAxKfbb5d2cv31ImhSkMoGKiB+8IPAa68BBxwQTyViRqpES6IOiitWrMC4shXIuHHjPHlYEZIWmFOK+OUb3wAmTxYjaNiwaCbRrIpSWTb8oxClNHTvpJOymwCeJEeWRClgoFcnjX/il+OOk3b02mvAc8+F/zwN38vy3KRobqa0jwNAtJ5Syq9+Bey7LzB+fH1VXa1nTI+2j39cnmtriyccmuF70ZKoKFUpf9Rm9ZUto7u7G1u3bi35IyRpmFOK+OWqq4BJk4CJE50qTLbJkijF8D133ngDeOopEaM0gS8hfshS+B5QenxDhqT/eEn6GDFCiocAjqgfFDPpfj2IUpo7KQv9Sseu4cNFMIqCm2+WzcHRo6OzxYhdzHDoiRPluQ0bnDx9UYZD0ykgWiLq5uGoJFZddNFF+NGPfhTvwRBSA4bvET+U5y3Qx4CdXbr2dknSOXWq85yKJYWCTNjVwkmSgJ5S7mgFqfnzZTeXEL9k2VNqzBh6B5JgnHSShGbdeadU1QyaV3HrVmeRm/Xqe0A2RCm1YfSamV4pNm2YqG0xEg3mtZ80SW7fektu46q+R0+paPAsSl122WVYs2ZNxdcXLlyIBQsW+PrylpaWAV5RmzdvRkuFkf/CCy/Eueeeu/fx1q1bMdVceRGSAAzfI16pVIUJsGcMaYW/Y4+Vx5qnxfzutKDG5wEHOM+pp1RaBbRq2BSl+vuB226T+yefHP7zyOBk6FAZAzRHU5oXo0Dp8XHjhQRl1iwpJLJ+PXDffcAJJwT7HN0jHz06Om+dONC5VkUpU6RL21yrNsz06fJYBQCbNkwcthiJHvWU2rxZPN2i7qNMdB4tni/f2Wefbf3LFyxYgEsvvXTA8/PmzXN9f3NzM5rTXkaKDDriFKV6e6UaF8BBMYvEUYVJP+u//gvYvl0Mu6uuSmdVmXIBDRBRKo0CmhdsilIdHcDGjWKQH3NM+M8jg5NcTryldN7IkijF3WgSlFwO+MhHgCuvlBC+oKJUvVTeKxd6tJ+lca5VG+Wii+R29mz7lfFYEbM+GDtW2vKePWIvTZ4c7fcxfUq0RK77d3V1lXg+dXR0oKWlBW1tbWhrayt5b2dnJ+bNm1fRU4qQNBKnKKUDYi7nJKwk2SGuKkz5PLBuHfCzn0mlnd270ydIAc7x/Od/Ajt2SG6HG26QXd00Hm8tbIpSGrp3/PHpFxJIujFFqbTv69FTithCRamODgnvUa8KP9RLPimdS3/2M/GanD/fvtBjk3weeOgh4LrrgD/8AXj8cbvHyYqY9UEuJ/167Vrp43GJUtwwiYZIEp2vWLEC559/PgDJA7Vs2bK9r5U/Xrp0Kc4//3wsW7YMl156KZYuXRrFIRESGXGKUppPavRo2fkipBLnnivC5T77pLuqTD4PLFokYRZPPZVdQQqwJ0pt3w7ce6/cZ+geCYuZVyrtAqcpmtHwJ2GYPFnC+IpFJxTaLxq+l3VRCpA59cQTZa5dtiy9gpTy7W/L2DV2bLptGJIsZrLzqGH6lGiJxFNqwYIFWLBgAS6++OIBr5WLTm1tbXvft2jRoigOh5BIScJTijvIpBbXXQfMmCHGnFaVSatRd955YiBrlZ20HmctdEHd1xcuv8Fdd8l4Mn06cMgh1g6PDFKyJErRU4rY5OSTgSeeEM/Tz3/ef+L8egnfU374Q6k4l/bNKkBygR16aDZsGJIc5cnOo4SeUtFCXwtCQpKEKEWVnlTDdMtfvlxulyxJb7njq68G9tsPmDAhm2WZ29vlmE0vDx0PCgV53Q9axvzkk1l9jIRHS6sD6Rel6ClFbPLBD4oo++ab4onrl3oJ31P++EcJkx87Nt1zbdZsGJIccXlK9fRIKgyAGyZRkeFaEoSkAzXye3rETTzKRaSG71GUIpXIWlWZeijLrElktf8XixLCZ4ZIeOXVV4HnnpPPXLgwumMmgwd6SpHByrBhwHHHidB/663Ae9/r7//rSZTKylybNRuGJEtcnlJaeY85faODohQhITGN6J6eaI1+FaVorJNKZKmqTL0Yn+Yxv/02sO++UvHwf//Xf84OTXD+139dHwshkjxZEqXoKUVsc/LJIkrddRfw1a+W9oda1IsolaW5Nks2DEke9ZSKWpTSSJVRo+jBHhUUpQgJiWnk79kTrdHPnFKkFlmqKlNPxqce87e+BbzxBrBrF/ClL/k75319wO23y/2TTrJ/jGRwkqXwPXpKEdsccQQwZYqMy/fcI1X5vFIvolSW5tos2TAkeczwvSijVZg+JXooShESksZGJ2Qn6rxSFKVIPVFvxmc+D/zzPwM7dki+Dr+/4bHHJLHu2LHA+94XzTGSwYd6hjQ0yHyVZkxRip5SxAa5nIj8v/2teEx5FaWKxfoRpeptriVEUVFq1y6xvaIKrdPwPc5L0cFE54SEJJeLL9k5lXpC0osmO8/lxDjym5RVE5wvWBC8ch8h5agoZYbGpRVTlOI8R2xx4okyLq9aBaxb5+1/du1ybLqsi1KE1CvNzc5cEWUIH50CooeiFCEB0YpbwEBRKkjFLS8w0Tkh6URzdnzkI8BRRwHveY+/akFbtwL33y/3Tz45uuMkgw8VpdIeugcwpxSJhokTgblz5b7m7auFekkNG1YaAksISRdxVOCjKBU9FKUICYhW3CoUSkUpXZw2RNC7mOickPRhJpE97TR5bp99/JWxvuMOCfk7+GDgoIOiPV4yONCNE11Qm6JUVBsnQdFj1WNsanKOO23HSrKJ5um77TYJzatFvYTuEVLvxFGBT0UpbpZEBwMECAmIWblk924xoJculUTFfitueYVKPSHpw0wiu369PPfaa8DnPue8XgsN3WOCc2IL3TiZPVseq+BjiqhpQY911ix5PHq0hFul8VhJNvnAB4CRI8Wb4oknnH5RCRWlxo2L/NAIISGIowIf11/RQ1GKkBCo8HT++UB3N7B9u5QcjkKQ6u93Eu0xfI+Q9GAmkZ00SQTq3buBN9/0NhZ0dgKrV4t3yAknRHaYZJChbe8Xv5D56cAD3UvDpwE9lp//XDyOp01L77GSbNLcDBx/PHDTTbIJ4FWUammJ/NAIISGII3xP118UpaKD4XuEhCSfl4pG6g4elfG8fbvzHRwUCUknuZwsqAHglVe8/Y/mOHnf+yg4E7vk88AnPykefMuXp1vkyeeBj31MjvWuu9J9rCSbaL6+e+6RYhTVYPgeIdkgzvA9rr+ig6IUISEpFMTDIZcT7wi/Fbe8ogPiiBGszEVImpk+XW69iFK9vSIWAExwTqLhX/4FmDwZaG2VuSPNIs/3vifHOWlS+o+VZI+ZM4EDDhDPwb/8pfp7Gb5HSDZgovP6gKIUISHQ8IJjj5WKW/Pm+au45QcmOSckG6go9eqrtd/70ENAV5fsxv/VX0V5VGSwcu21IvK0tIgIGtXGiQ1+9zsRpcaOTf+xkuyRyzniv+bxqwQ9pQjJBuop9fbbQF9fNN/BROfRQ1GKkICY+S4+/nF5bvp0fxW3/ECVnpBsoOF7L79c+70aunfiiRIGTIhNzHlq+fLo5icbZOlYSXZZuFDEqWeeAdaurfw+5pQiJBuMGyeetf39wKZN0XwH12DRwyAgQgJiVty69155bsMG4Ac/cF63iXpKMecMIelGPaVef1127SqJTV1d4ikFMHSP2MctUbhZNdZ8nDRZOlaSbcaPF6/Uhx+WTYEvfMH9fQzfIyQb5HLAhAnAunXAxo1OOJ8t9uyRkF+AolSUUJQiJCDlFbcAJ545CuOZKj0h2aC1VSo9dXeLkbT//u7vW75cRKuZMx3vKkJsYW6cmOhj2xsnYcjSsZLsc/LJIkrddhtwxhlAg0vcyObNcsvwPULSj4pSGzYAhx9u97O18l4uB4wcafeziQNFKUIsoKLU5s2iqA8dav87VJSipxQh6UYr8L34oiQ7dxOlikUndO+kk2I9PDJIMDdOykmb11GWjpVkn2OOkdwwb78NrFwJzJ9f+vqePcDOnXKf4XuEpJ8oK/CZTgG5nP3PJwJzShFigTFjxDMCiK4kKROdE5IdalXgW70a6OwEhgwBjj8+rqMihBAyZAiwYIHcd0t43tUlt01NwKhRsR0WISQgUVbgY5LzeKAoRYgFcjkJ2QGiK0nKnFKEZAcNx6skSqmX1LHH0tAhhJC40Tx+993nhOcoZugePSMIST9xeUqR6KAoRYgldEBcvz6az+egSEh2qOYp1dMDrFgh9xm6Rwgh8TNjBtDWJuPxnXeWvqZJzplPipBsEKWnlIrWXH9FC0UpQixRnuzcNhSlCMkOKkq99trAJM333y9GzoQJwNy5sR8aIYQMenI5Z1NAPVcVDd+jKEVINqCnVPahKEWIJeISpRi+R0j60Qp8PT1SEcZEF0Annuhe9YkQQkj0LFwINDYCzz9f6tXKynuEZAv1lNq2Ddi1y+5nM6dUPNAcJsQSmlMqivC9YpE5pQjJEg0NwAEHyH1zsbNpE/DII3KfoXuEEJIcLS3AX/+13De9pRi+R0i2GDECGDlS7tv2lmL4XjxQlCLEElEmOt+1C+jtlfscFAnJBm7Jzm+/XUTmI44A9t8/kcMihBDyLprw/PbbHTuL4XuEZI+oQvhY/TweKEoRYgkdDDduBPr67H62uo4OGSIhQYSQ9FOe7LxYdHbj6SVFCCHJc/TR4jG1ZQvw6KPyHMP3CMkeUSU7p6dUPFCUIsQS48cDTU2S1HjTJrufbSbZY3liQrKBilKvviq3zz0nic+bm4EPfzixwyKEEPIuTU2SWwoAbrlFbhm+R0j2iMpTionO44GiFCGWyOWkmhZgP68U80kRkj1MUaq/31nwfOhDkv+AEEJI8qjn6oMPir1FUYqQ7KGeUlGJUkx0Hi1NSR8AIfVEa6tU2rLhOtreLsmS8/mBlfcKBVnkLl4c/nsIIdEweTIwdCiwZ48IU3feKc8zdI8QQtJDWxtwyCHAiy9Kbim1uShKEZJ+dL20337y2BSlbKyXGL4XD/SUIsQi6jpqQ5RqaACWLJEB1UyyVyjI8ywlT0i6MSvwXX01sHOnCNezZiV6WIQQQsrQzYJlyyT/Xy5H73RCsoCulx5+WB7rGszGeqm7W/4AilJRQ08pQixiU5TK5+V2yRJgxgy5/+KLwN13A6ef7rxOCEkfunM3bRrw0kuOl9RHPgJcdRU9HQkhJE2sX1/qYTF2rLOYpXc6IelF10OXXipFCpqagCuvFDss7HpJvaQaGph2IWroa0GIRVSUspVTKp+Xv1tvBVatAjo6KEgRkgV0527t2tLnt26lpyMhhKSNkSPFm1XtNw3do3c6Ieknnwe+8AXpvytXAr/6lZ31EgtNxQeHWEIs0toqt7bKkfb1SbWuHTvk8fjxFKQIyQL5vBhEjzziLHKGDgX+938pLBNCSNrQTcD16+Vvn30cQYpjNiHp5/TTpd8Wi8ArrwDve1/4z2SS8/igKEWIRcxypMViuM/q7wcuvhi4/np5PGOGLGoLhXCfSwiJB3ORs2qV3HJxQwgh6eT73xdba/164MYbKUgRkiUKBWDqVBGQenuBz34W6OwM95lMch4fFKUIscjEieLe2d3tJCcPQrEI/Pznkntm/XrgS18Sj4vTT3eSnxNC0s/XvgYMGwYMGQLsuy8XN4QQklYaG8XeyuVkE7CpiWM2IVlAvRrPPBN4/nlg9mzxlvrMZ6T6cVDMQlMkWihKEWKRpiZg3Di5HzSvVLEI/Md/AFdcIZ/xxS8CP/mJvKYhQRSmCMkGV18NHHoocMQR4v3IfksIIekllwPa2oDJk8XbgmM2IemmPMx2xAjxdDzqKPGUWrRoYH5Pr6inFMP3ooeiFCGW0bxSQUSpYhH49a9lMAWAs84CLrqo9D0qTPX3hztOQki0qKF0xhnAHXdQUCaEkDRTKEjVrq99jWM2IVmhv39gmO3o0cAf/wgceaQIS+eeC6xb5/+zNafU2LF2jpVUpinpAyCk3mhtBZ55xn+y82IRuPxyYNkyefyLXwAnn+z+XrqTE5Ju3BLk6u2SJaWPCSGEJAvHbEKyyeLF7s+PGSPC1Ne/LkWjzj1XIlEmTvT+2Ux0Hh/0lCLEMprs3K8odeWVwHXXyf1vfKOyIEUIST9uO3cAPR0JISSNcMwmpP5oaZFN/ilTJILl3HOBTZu8/z8TncdHZJ5SHR0dOOuss7By5cqa7wOAOXPmoLOzE11dXZgzZ05Uh0VI5AQRpa65RkQpAPjyl4FPfML+cRFC4qPSzh3A3XZCCEkbHLMJqU/Gjxdh6utfB954Q4SpX/4S2Gef2v/LROfxEYmn1LJ3449UcKrGpZdeirlz5yKXy+Gcc85BW1tbFIdESGyoKOU1p9TSpcBvfiP3zz5bEvIRQgghhBBCCAnHxIkiTE2cKKF83/qWtyrpTHQeH5GIUosWLfLs7TR37lxs2bIFW7ZswfLly9HS0hLFIRESG5ro3Iun1B/+IInNAXEP/4d/iOywCCGEEEIIIWTQMXky8POfi+fUyy8D3/mOIzpVgonO4yMVOaVaWlooRpG6QT2lduyQv0rcfLMk3AOAz30OOPXU6I+NEEIIIYQQQgYb++8vwlRLC7B6NXDeecDOne7vLRaZ6DxOEhelurq6sGzZMixbtgznn38+Ojs7K763u7sbW7duLfkjJG0MG+bEHlfylrr9dhkUAeAznwHOPBPI5eI5PkIIIYQQQggZbEybJmuw0aOB558Hzj8f2LVr4Pv27AF6euQ+c0pFT+Ki1Nlnn41FixZh0aJFOOWUU7Bw4cKK773oooswduzYvX9Tp06N8UgJ8U61vFJ33QX87GeiwH/yk8A//RMFKUIIIYQQQgiJmrY2EaZGjQKefhr4538GurtL36M5pxobgeHD4z/GwYbn6nuXXXYZ1qxZU/H1hQsXYsGCBb4PoLOzc2/+qba2NnR2dqKzs9M14fmFF16Ic889d+/jrVu3UpgiqaS1VdxCyz2l7r0X+MlPRJD6278FvvY1ClKEEEIIIYQQEhcHHwz8n/8jSc+feAL4l38BfvpTYOhQed1Mcs61WvR4FqXOPvts61/e0dGBE044AVu2bCl5fty4ca7vb25uRnNzs/XjIMQ26illilIPPQT8+MdAfz9w4okyCHKQI4QQQgghhJB4mTkTuPhiSXr+2GPAD34A/Ou/Ak1NTHIeN5GH73V1dZU87ujo2Js3qq2tDRdffPHe11asWIFFixYx6TnJPOWi1GOPAd//PtDbC3z4w5JYj4IUIYQQQgghhCTDEUcA//Zv4iGlDgS9vUxyHjeePaX8sGLFCixfvhyA5IGaP38+Fi1aVPL4vPPOQ0tLC+bNm4dLLrkELS0tWLNmDZYuXRrFIRESC+3tQEMDcOCB8nj9enEJ/e53gddfBw45ROKWGxuTPEpCCCGEEEIIIbNnS+jeaacBS5eKp9RRR8lrmuS8UJBol8WLEzvMuiZXLBaLSR9EULZu3YqxY8finXfewRimxScpoFAAliwBTj4ZuOUWqcQHAK+8IiVHf/hD4PTTkzxCQgghhBBCCCEm3/8+8KtfScTLoYdKsvOTTgImT5b13emnA/l80keZLbzqNZF4ShEyWNGB6je/ATZulITn69cDO3ZQkCKEEEIIIYSQNPLjHwN9fcCvfy2PW1uBZ58Fbr2VglTUUJQixDL5vFTXO/dcySk1cqQIUmeckfSREUIIIYQQQghx46c/lTC9//f/ZB23YQNwwQUUpKKG4XuERMTs2VJOdNo04I47kj4aQgghhBBCCCG1mDcPeOstYPp04J57kj6a7OJVr4m8+h4hg5FCAWhpkYTn/f3ymBBCCCGEEEJIeikUpOreoYdKcSqu46KHohQhltFk56efDixfLrdLlnBAI4QQQgghhJC0wnVcMjCnFCEWMQcyjT3W2yVLSh8TQgghhBBCCEkeruOSg6IUIRbp73evzqCP+/vjPyZCCCGEEEIIIZXhOi45mOicEEIIIYQQQgghhFiDic4JIYQQQgghhBBCSGqhKEUIIYQQQgghhBBCYoeiFCGEEEIIIYQQQgiJHYpShBBCCCGEEEIIISR2KEoRQgghhBBCCCGEkNihKEUIIYQQQgghhBBCYoeiFCGEEEIIIYQQQgiJHYpShBBCCCGEEEIIISR2mpI+gDAUi0UAwNatWxM+EkIIIYQQQgghhBACODqN6jaVyLQotW3bNgDA1KlTEz4SQgghhBBCCCGEEGKybds2jB07tuLruWIt2SrF9Pf3480338To0aORy+WSPpzQbN26FVOnTsXrr7+OMWPGJH04hKQG9g1CKsP+QUhl2D8IqQz7ByHusG/YoVgsYtu2bdhvv/3Q0FA5c1SmPaUaGhqw//77J30Y1hkzZgwbPyEusG8QUhn2D0Iqw/5BSGXYPwhxh30jPNU8pBQmOieEEEIIIYQQQgghsUNRihBCCCGEEEIIIYTEDkWpFNHc3Iwf/OAHaG5uTvpQCEkV7BuEVIb9g5DKsH8QUhn2D0LcYd+Il0wnOieEEEIIIYQQQggh2YSeUoQQQgghhBBCCCEkdihKEUIIIYQQQgghhJDYaUr6AAjQ2dmJZcuWoa2tDZ2dnTj77LPR0tKS9GERkggdHR0AgDlz5qCzsxNdXV2YM2cOAPYVMjjp6OjAWWedhZUrV5Y8X60/sK+QwUKl/sG5hAx2Ojo6sGLFCgDAo48+issvv9zTHMH+QQYD1foH548EKJLEmTNnzt77a9asKS5atCjBoyEkWc4+++wigCKA4oIFC4pbtmzZ+xr7ChlsLF26tLhy5cqi23RdrT+wr5DBQLX+wbmEDHYuvvjikvtmu+f8QQY71foH54/4YfhewnR2dpY8bmtr26vaEjIYmTt3LrZs2YItW7Zg+fLlJTt3JuwrZDCwaNGivbtzJtX6A/sKGSxU6h8A5xIyuOno6MBFF1209/GiRYvQ0dGBzs5Ozh9k0FOtfwCcP5KAolTCrFixAuPGjSt5bty4cXvdBgkZjLS0tAxwhWVfIcShWn9gXyFE4FxCBitz5szB5ZdfvvdxV1cXAGnrnD/IYKda/1A4f8QLc0oljHaCcjZv3hzvgRCSErq6urBs2TIAEuN9zjnnoK2tjX2FEINq/YF9hRDOJYQsWrRo7/3f/e53WLBgAVpaWjh/EILK/QPg/JEEFKVSSqVGT0i9YyYMbGtrw8KFC7FmzZqK72dfIcShWn9gXyGDCc4lhAi6wC4vBuD2viCvEZJl3PoH54/4YfhewrS0tAxQVzdv3sws/mTQYsZra2WLzs5O9hVCDKr1B/YVQjiXEKKcf/75JXlxOH8Q4lDePwDOH0lAUSphFixY4Pr8vHnzYj4SQpKno6MDJ5xwwoDnx40bx75CiEG1/sC+QgY7nEsIES655BKcf/75e0OPurq6OH8Q8i5u/YPzRzJQlEqYtra2ksednZ2YN28eFVcyKGlra8PFF1+89/GKFSuwaNEitLS0sK+QQY/pHl6tP7CvkMFIef/gXEIGO8uWLcOcOXP2Lrj/53/+p2YfYP8gg4Vq/YPzR/zkisViMemDGOx0dnbi0ksvxfz58/Hoo4/iwgsvZOMmgxat/tLS0oI1a9aUTAzsK2SwsWLFCixfvhyXXHIJzjvvPMyfP39vcs5q/YF9hQwGqvUPziVkMNPZ2YmDDjqo5LmWlhZs2bJl7+ucP8hgpVb/4PwRPxSlCCGEEEIIIYQQQkjsMHyPEEIIIYQQQgghhMQORSlCCCGEEEIIIYQQEjsUpQghhBBCCCGEEEJI7FCUIoQQQgghhBBCCCGxQ1GKEEIIIYQQQgghhMQORSlCCCGEEEIIIYQQEjsUpQghhBBCCCGEEEJI7FCUIoQQQgghhBBCCCGxQ1GKEEIIIYQQQgghhMQORSlCCCGEEEIIIYQQEjsUpQghhBBCCCGEEEJI7FCUIoQQQgghhBBCCCGx8/8DGizUyCYHB8AAAAAASUVORK5CYII=", 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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": 27, "id": "8112d42a-de3e-4d35-a815-71f4e31b0c0b", "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": 28, "id": "a7bbf27d-cbd6-469c-b89f-79e8605cf5a7", "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": 29, "id": "5b59f71b-207a-45d0-b0d6-0cca9dde8cc2", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector (emulate tune measurement)\n", "\n", "def observable_orm(kn, ks):\n", " orm = ORM(error, orbit, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), limit=1)\n", " return orm\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " orm = observable_orm(kn, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 30, "id": "ef88c16e-db36-4bc7-a0ef-22a7639a2acd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(596.2449, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 31, "id": "25e2d367-94a5-41a3-9a96-5fec2d6795a1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(596.2449, dtype=torch.float64)\n", "tensor(64.1835, dtype=torch.float64)\n", "tensor(22.2873, dtype=torch.float64)\n", "tensor(12.3969, dtype=torch.float64)\n", "tensor(10.1436, dtype=torch.float64)\n", "tensor(9.7651, dtype=torch.float64)\n", "tensor(9.7183, dtype=torch.float64)\n", "tensor(9.7154, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (model free)\n", "\n", "# 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((6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\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": 32, "id": "fd27f94c-8c43-498c-9b5c-9ad5f11c0f91", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(9.7161, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 33, "id": "b777746b-38d5-43a9-8ec8-d1492d18bd05", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [6, 4])\n", "\n", "result = error.clone()\n", "\n", "result.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " result[name].kn = (result[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " result[name].ks = (result[name].ks + knob).item()\n", " \n", "result.splice()" ] }, { "cell_type": "code", "execution_count": 34, "id": "20587af0-2c57-428d-bda5-ae7f12b56244", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(result, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 35, "id": "f776e11f-e46a-4cca-8bb9-6a0093c7e24d", "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": 36, "id": "cf6d2628-b0b9-4c30-83d3-cbce93c46828", "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": 37, "id": "2936f669-4bbf-473d-b924-aa0c4dbfa58c", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(result, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 38, "id": "2b194e52-77f7-4175-8933-1060cc65e3d7", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(result, [])" ] }, { "cell_type": "code", "execution_count": 39, "id": "dab5cd3e-e6db-4163-b7ac-06b583fd978d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0009, 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": 40, "id": "5059bfbc-7e32-4ed2-bd40-c4b315b36308", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(6.3535e-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": 41, "id": "6454987d-de8d-454b-be93-172e9e9ed5ed", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "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": 42, "id": "823aefab-7adb-49bf-869a-a20c2731f064", "metadata": {}, "outputs": [ { "data": { "image/png": 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1RSGpJ0CTidEkN5DASik2J+dSHDPgSbelhX7msj+fT066VgKTUIxUJFmqSq3jt28HDjsM2NscFBUVoXchVFUr9dtvP+15SUpZD7xTyQSGWVKqri40Iel2B5dOSKQWrJTiHUM9mChm4thq4PK9ggJ6lOV71oaelNKXX1oFPN7Hjzf+fU0N5Y0dHZRH6vHUU1pOpTfjl0gMEhVXOI7ttx95WwKSlLIiOP8oLARmz6Yccft24Ntvg1/ndgMPPkgNCkaNAi67jJRLVVXAPfcQYZVs6MUNO3cm/39KmIO48cZrYV5vZMsaVpJSFgUHoxEjNOWP19u/vG2ggZVSkyYBdjslVdEEYW4TDmhKqYF+zjIN+uupJ6mSgffeo0Xu8OHUQW/yZHr+m2+A884z3oXYs4cSe7udSogYubn0KEkp64BVKNzY1SwpJc1/rQsmpcTOeyJ4US6aPFsFPh8tSgBg4kR6NEtKSaI0PWBSKj+fHq1Yvgdo411U74rg8nKgv9rL7QZefZV+P20aLXKypSwklUhUXOE4NnGiRkqlIl+SiA6slCoqok2Io4+mn996K/h1gQDZiVRVkVeQ00kdZseMAYqLyf822dCTUjt2JP9/SkQPXl8wKZUtkCm3hSAmo2Iwys+nQLRr18Av4fN66XN+8omx6iFSUs47g3Y7mYEC/XdAJdILfVKV7CSro4O6FFVXA9dfT8TU+PEa6bl7t/EuBKukxowBcnK05/Py6FGSUtYB71QedBA9mlVYsixaXECIdf2ytCU96O3VSJ1MJKW4815Bgeb7Y5aUkkRpesAbYjzerNiBT1UjK6UAY18pHj8zZtCiWFXJ3zGb/EpShUTElZ4erYOiVEpZGyIpBWgWFe+9F+xVN3eu1pGViavBgzXbkQ0bkj/n6Mv3JCllTYjle9kEmd5YCGIyKpJSTzyhlfINdLPzvj76nO+8Q2QCoJ0LM0k5k1KlpRqRoDcwlUgvOKkqLw/+OVl4+GEaF6NGUacugCZ6LgvSS6wZoXakZfmeteDzaff4lCl033d1mU+2eAHx97+TIu7vf5eEVLqxeTMtmktLtc0FPXhRvmuXtiiwCrj0a/RoTXljlpSSRGl6wJtXRUWhlUbpRlMTLVptNq0JhxGYlGJSA9D8SsS/Y2uDbPErSSX4vN53H53zhx6K7v5lk/PBgylXYuW/VEpZD7wpxqTUjBlkDdHRQd3AGVu20D3pcACHH649f8YZlI92dNA4SSaY9LLb6VGW71kTXOHDlRnZAklKWQhiMsqyzzVr6OdJkyhRygZSqqoKOOUUYNUqMqVes8Z8Us6kVEmJdjNLUspaYBJq//3pMZlJ1tdfU7kCAFx9NSUDDC7hC0VKGflJAbJ8z2oQTc6LizWygq+fGbhcmjKirU0u/NMNsXRPUYxfU1wMDB1K37MpulXApV+jR2vKymg8pTgXuPdeYNgw4IEHJCGVbHCekJOjlWtbrYSPVVIjR4bfQTdSSrFfibgJxJ85W/xKUg2OK62tlLtHc/+KG9OAJKWsDNHoHCDS+Lvfpe/FEr6PPqLHmTM1r0GACKKrrqLvX3+d8tZkgdeQrAiVpJT1oKra+oLzh2yBJKUsBpcLOOss2iVZsQJ4801KRtkrZaCTUpwknXYaScvr66lcz+wuMZNSZWUaASFJKWuBk+IDDqDHZCVZPh+wYAF9f8opwNSpwb+fMoUev/nG+O+NOu8B2mJAepVZA7xL6XRScsdJfDQd+NxuTaXp9cpSlnSDSaZQJucMq5bwiUqpWEgpQOuU1NNDY1wSUskFK6UcDo2UsprZeaiYpIcRKcUQSSlpbZBcuN10jhWFFpnRxBWOX3v20N8Zle9JjzlrQK+UAjRS6tNPtXXbokX0eMwx/d9j//2B73+fvr/rruTdm3wsvCnb3CybcFgN4ppVlu9JpB3HHENBLCeHVBkuFzBoEP1uoJNSomTxqqvoPPDkbCYpl+V71geTUKyUam9PjuromWdoUVFaClx6af/fc1Bet65/AtDcTKUSitJ/YRzrIlMiOWClFO88srLNLCnFKsxJk8j8d+pU6bGSbkQyOWdYqQOf6AnJZACTUvX1wWUcZiASpX6/HI/Jhs9HpaBff62VuImklBUIgEgm5wwmpRobtQUzQJ+xuVn7WeZGyQPHlalTKa5MmxZdXOH4VV1Nf/fBB/RzQwMpKaTHnHWgV0oBFLvGj6d77v33aW5Zt47m8yOOMH6fiy+mKo9Nm4DnnkvOsXL5Xk2NRqJJtZS1IK6HZPmeRNrx3HMUdBwOrWVvcTH9bqCTUqKE/umnSfmgKLRbbCaYS1LK2ujp0QL4mDEawZNoX6mdO7Xxctll2v0jgoNyX5+2CGaIZRJ6+aws37MWmJTihJCVUuvWRTY7F8uCa2rouf32k+a/6YSqZqZSij0ha2s1k/bRo4GPPyZSKpqdbz1RevjhcjwmG14v5RrLlmldsJiUsgoBwOM8nMk5QHNhRQV9L/pKNTcHz4lSKZUciHGFN7/GjTMfV7q7tTnkqqvo7557jpqy+HzAP/4hPeasBCOlFKAZnr/5pqaSmj6diCcjDBqkbaDW1SWnioBJqUGDqOkPIEkpq4HXFjZbsOVINkCSUhaD2w28+CL5Kp1+uhbE2PcmW0ip116jzz1lCiXlc+aYC+YtLfQoklI+n7lOXBLJB5NPBQX0lYyOMqoK3H03kU0zZwLHH2/8OkWhRR/Q31cqXJmELN+zFpiUYkPpUaPoGomJfSiw+a/LpSVrPT3S/DedaG6mOKcoRAqHA9+fmzenf/OBx8zDD5PJfkEBxbF336V4HolIYIgLWu7cN2uWJEqTDZ9Pa9X+3/8Skdjaah0CoLOT1BaAubHE945YwqePs+m+ZwYqxLjC3dbYq9BMXOENlcpKymVdLuCCC0j5tmIFERbpHo8SGoyUUnV1dL8pCuWXL7xAzx99dHjV5Zw5wIEHkhL//vsTf6y8hiwpIb9CQJJSVkO2+kkBkpSyFDgZPfFESo7y8rQg9vnnlCQNdFKqr48+5wsv0OfmDhWHHmouKeeFpUhKqapcXFoFvPPDpp1MSiVyR+i994ClS+n6cwloKITylQplcg5opJQs37MG9Eopu11btEUq4WPzX0CbO/j9pPlvesCqxREjIvspDBlCKki/3xr+Py4XcOyxFMNWrqSFx6mnUjw3O1+IC1pe7MguackHq4YOPxy48EIiR1esAP75T2sQAKySGjrUWPmrh5GvlJ6Ukkqp5ECMK0z8cXwxE1f0Juf8dzk52gZrusejhAaep0WllM0GLFyo2QrU19Pjjh3hVZeKQnmr3U7qqmjLviOB15CDBklSyqpgUirbSvcASUpZCpyMHn00/cwJucsFnHQSBaNsIKVUFTj7bPrcLEFvbDSXlBsppQC5I2gVcFLMZFSiO8p0dGi7Sy6XJk8OhVAd+FgpZbQjzfelLN+zBlg6L3azidbsvLdXu55iNz+J1INL9yL5SQGUwFuphA+gpiSKQrJ7h4PafQPmSSlxQctjm9UWkihNHkSjc5eLiB/OuaxAAJj1k2IwKSWW70mlVOrB44pJKTPgTTGRlHK7aV6RzTisB6PyPV6vbN+uEVJ2O/Dss5FJ7jFjqOEVQB1YE5lrGpXv7diRuPeXiB98vbPN5ByQpJSlwMkoJ6+idO+HPyTDw2wgpaqrgXPPpZ8HD6bHpiZ6jJSUG3XfA2TyZRVwUpwspdTDD9MYGDUKOOecyK/n8r1t24jQAuiRkwhZvmd96I3OAS2Z5+Q+EsQFgySl0gtWSkXyk2JYjZR6800iM3JzaUH6xhv0fLTKSlXVFjtS0ZJ8iH6WbjdtbCkK5R6PPZbWQwMQfqPECFIpZQ3wuOruNp+H6pVSetP0E06QpbxWglH5HkDrlSuuoPx2xQoqvzWrunS5KD+urweeeCIxx+nzkT0BEFy+J0kpa0GSUhKWghEpxd33otltyTSoqpYksWyxvJwemZSKBCalSko0k3RAklJWgV4plUhPqa+/Bl59lb6/+mpzBoGlpUSCAloiyIvb6ur+xpWAVEpZDfryPSCYlDJT7iTOq5y0SaQH0SilAGt14HO7gQ8/pHK966+nBchLL9HCItpx1d2tlepI8iD54HP86ae04L/8cuC442gD5f77008AxKqU2rlT20CRSqnUQ7x3zWwqd3VpXoj77RfsMTdzJj1/1FHSY84qEDcPjPLFCy+kUvSiIsp3zaou8/OJ0AKok7RILscKznMUhY6HSSk20JewBiQpJWEpGJmcMSk1kJVS4qTIpXeslGpsjPz3vb1a4l9WppVQ6N9bInEQ26DrYWTmmCxPKZ8PuOsu+v7kk2lH0Sz0vlLh/KQA6SllNeiNzgFKAvPy6Bpt2xb5PURSqrdXK5eSSC18Pq3cKFql1IYN6W1oIaoZqqqo/MvlAn7yEyKlNm2K7v149x2Q8SsV8HrpOn3yCS34584FvvtdupY1NeklAPr6NM80s0qpsjJaeKqqRnJIpVTqIZ5jM5vKnH9UVVHeL3rM8ZrA45Eec1aBmC/olVIAzRllZcGqN7M48kjyuPP5gHvuiT++iaV7ikLrq5wcGkP6HDza3F4iceBNBElKSVgC4ZRSHR0Dt5OcWA7FSin2lDKjlOIJ1+HQSnmY3JKlVskBt0HXB69QLbST5Sn1n//Qoq+0FPj5z6P7W72vVLjOe4As37MaeJdSTAhtNu36mfGVYoUlQ6ql0oNt2ygBFztzRsLIkTTPd3en17CVF49MpnHMdrlogen1RreA5HENSJI0FeAuvcceq6kZTjqJHru7yecyXQTA5s30v4uLtZgZCYrSv4SP4y8ryCUplXyIajR9nDGCvnRP9JjjjRdeI0iPufSD52mbrX+3NFHl9vbb0avbFAX41a8o51y+nDq5xgPR5LyujsoCjczO3W5g8eLocnuJxIHvb0lKSVgC4UgpVQ3eQR1IEIM3K5xET6lIZBwHfPaCADRSSiZfyQHv1tXWAo8/TtdIDMR6qbJeKcWPXV2xe/ns2kX/GwB++UtznYlEiKSUqponpWT5njVg5CkFRGd2rt/Blr5S6QH7SY0dG75rpgi7XSv1S6evFC8e2ZuO56H8fCKlqqujU1dKpVRq4fPRNTr+eO250aNJMev3E0maLgJAjElm7wuACFuASKlAQNvcY8JXlu8lH9EqpYw67zF4TSA3TawD0U9KvDeN8mAxXzZLTFVVAeedR98/8EB86z8mpUpKtA3l5mZ6jn2l+Lhnz9aOta4ucm4vkTjI8j0JS8GIJc3J0QLSQC3hY+VJTo42uXMZXiAQeZdJ7LzHYHJLJl/JA+/W/fa3VDYVKmh1d2u7SkxGFRRoCpdYfKVUFbj7bho7M2aQAWi0GD+exklbG6mtuNxLklKZgWSQUjLpTw/YT8ps6R7DSr5S4m40ENzWOZo5Q5JSqQXnCHovQlZLsWF9OhBpoyQURKVUSwuRa4oCDB1Kz8txlXzEWr5nZB/ASikZn6wDnqf1flJi2aWIWMouzz6bCObWVuDRR2M/VrF8j49j9WoqW965sz/p5HIBP/sZcN11FJMlIZUayPI9CUuBSSnRIwUY+L5SIinFsNs1kilSCR9PuCIpxQsCSUolF+eco5FOqmoctJh0KigIJhDiMTt//31gyRIaM1ddFd0uMiM3V/PpePVVOv7Bg4kQDfV6QJJSVoFR+R6gkVLr10cuf5KklDUgKqWigZU68OmVUooSmw+dJKVSCz7HelLq+OPpuXXrovcFSxSiNTlnMCm1dasWXysqtPEo86LkIxpSqqNDK6MyIqVETykJayCUyblYdqlHtGWXDgdw5ZX0/csvE5EUC0SlFB/HnDlESt15pzHpdMwxNE+0tdFxSEIq+ZDlexKWQijpHk8kA5WU4gRJ3FkGgkv4wkEqpdIHt5vIHEWh8WskTdb7STFiNTvv6KCuSADJm2tqovt7EVzC9+ab9BjK5BzQEkNJSlkDTCDplVI1NfRcb69mnh0KsnzPGohVKWUVUioQ0Mgk3kQCYlM4iKSU9JRKPpg8EDfFAMq7DjuMvuf4kEoEAtp9YdbknCGSUvX19P2QIdLWIJUQc89IpBSrpIYNM7Yh0HtKSaQfYvleMnHQQdR4gasDYvG34/HHa0kA+PGPtbzdiHR6+ungLrCy22PyIcv3JCwFTlz1pnkDXSkVipRis/NIHfhETykGJ1+SlEoe3G4yTKyqAqZNA0491bhmnkkpvVFrrGbnjzxCROSoUaTUigdMSjEZES75l+V71gLvVOpJKUUxb3YuSan0o6NDm+PHjInub8eNo+vd1KRtTqQDrBQFgnfOY1E4SKVUahFKKQVoJXxvv516gnDHDho3TieVx0eDoUPp73w+4Kuv6LkhQ+RmXSoRjVKK41SoTTHpKWU9hFJKJQO/+AX9n7VrgZdeiv7vxfI9xscfU8zy+/uTTm438MILlNtPnQqcf356u5BmC2T5noSlwItdPSnFOycDlZQyKt8DzCuljMr35I5gcsE16OecQ4ELoHIHIzPHRCqlVq0CXnmFvr/66v5jJhrU1dH7ieCk0Kj1rVi+N1A7YWYSjDyluJ2xka+U0TXlucNuD35PidSBS/eqqvoTjJGQl6cpJdOpluLYnJ8fTG7EQmRLUiq1YILGKJYcdhgt5JqbgS++SO1xsZ/U2LHRd7yy2TQia+lSepRKqdRBVSOTUhyrAE0pxXFLH6tk+Z71kCqlFECWEhddRN8/+qi5ruQi9H6Hbjfl0VVVwAEHUEkh5+2c2x93nJbbn3129EbtEtFDKqUkLIVQ9aTZUr6nTwrNKqWMyvekUiq5YDPHM8/UnuvoMDZzZNIpFCll1lPK5wMWLKDvTz6ZdnDigc1Gu06ikf6ECaFb3/J9qU84JVIPVdUIJDEp5M4y3Aqdk/1Q15QXC2wALHeiUw8uUYrWT4phBbNzvZ8UI5byPd6BB+Q8kwqEU0o5HFoTjVSX8DHJGm3pHkMs4QOkUiqV0KvqjEgpjlVud3DnPaNYJY3OrYdUKqUAqkSYNInyngcfjO5vRU8pHl8XXUSkk98PnH66RjotWkTfH3KI9vd9fbEZtUtEh2z2lDIIvxLpRrYbncfqKcWkgmhQLUmp5ILNGnft0p7jnSN9bTqTUvryvWiVUv/5DxnOlpYCP/95NEdrDD7Om26ie2/iROD112mH0qjTiKhg7O2NT6UlER/6+rTEX1TX8DX7xz+IrM7N1RJ//TVVVW2xUF1NRrNSKZV6sFIqWj8pxvjxwHvvWUMpJZZHAPGX70lPqeQjVPc9xkknAc8/T+UuXV2pUUYAsXfeY4wcGfzzkCHA9u30vSQ7kwv9+TUipTgWPfoobcxVVZGq7V//6h+rpKeU9ZBKpRRAJOXVVwOXXgq8+y7wve8BM2ea+1uxfE/sDvjyy7R+am7WxlsgQN8/9pj297xGk2bnyUWotXA2QJJSFkQoljRbSCn9Ir+8nB7NklKiiZ8kpVIDMflitYAeZjyl2Cw9FHbtAh5/nL7/5S+NzUBjgctFO0PPPku7kG1toVvf2u10jKpKpFSqdsgk+kPcMdaT+C4XXaOrrwZ276Zr+stf9r+mXV3aor+6mh4lKZV6DGSlVCzNEWT5XmoRTikF0PgaPRrYvJm6vn7/+8k/JlWNvfMeg5VSDKmUSh3057e11TjHcbloo+2ee+g1RoQUID2lrAiep1OZB06YAPzwh0SS33MPEUdmNkdFpZTY/a+8nMZdYyPFX3Hcifk8r9EkkotQFj7ZAFm+Z0EwKSWNzgmslDJrdC4qpWTylRqYIaVCKaX4Z48nuGRF9FoAtK4jfX10b/Bub6Jw550UnCsrw7e+FVu8yyCdXvB4yc83JjPPP592MFWV5gCja8q7h/n5GqEtSanUQlVpUQbEp5QCyBg6XYu2SEopWb5nXYTqvsdQFM3wPFUlfE1NlNcoSvTm/ww9KTV4sPSUShX0CkevN7TKafhwus7sR2cUq6SnlPWQ6vI9xgUXUK69dCl1yNND70fm92sEmrhxD2gWKUYb/5KUSj2kp5SEZcDqCyA0KRWpg0emIpRkkSfM5ubQdcy9vVqgFj2l+L0kKZVciMmtuMPP6O7WFvp6Usrp1Ma2WMInei0AwAcfAEuWkOKqrU0zpU4UXn6ZSh1KSiK3vuVgIZPD9MLI5FyE202JvqLQHGB0TcU2ydKzI3UQSeedO2kOz82lxZmRGX0klJZSrFBVrRQw1YiklJLd96yLSOV7ALVkVxTg66+J/Ew2WCU1cmRsC5S6OlJ1ib5EgwfTZ6yvBz76KCGHKREC4pjiXDRU/v744zR3lZWFzj9k+Z71kOryPUZhIfnc1dcDd9xBMZRh5EfW0aE15tHHp3AWKWIckqRUasAcQDaW70lSymIQb/psVUrpdyrLyrRyqVDtvlkllZMTXMbDCaZM6pMLcUfQiJTi0r3CQmMCwcjsnA0Va2uBhx8G7ruPAnAgQF5Siaxr5yA+bx61/Y7UYSSWbloSiYeRyTmDr+msWcC0acDRRxtfU5GU4rEplVLJh0g6M4k0ejTw5JPGZvRmwGqpdPlKSU+pzEWk8j2ASM+DD6bv33or+ccUr5+UzUb3l7hhl5MDfP45xVLZPTa5ENV3rE4xIqXuvpuIzmHDiCgMlX/wPOLzyZzWKkiXUgoA5s+nzqA7dgAXX0z3s5jLijkyx6bCwv4buuEsUiQplXpks1JKekpZDGLSGspTKlR5VKYjVPmezUaTZlMTfbFySoTYeU8s42GCS06myUWk8j0mm/Sd9xiVlbSQ1Judc1C97Tb6ndMJ/PnPySOk+H35sbY2+GeGLN+zBjgh1BOd4jVtbKS2x4ccQl/6aypJqfRAvMeYTGptNU6ozWLCBOCzz9LnK5UopZSqyvK9VCNS+R7jpJNIsfvWW+TLEs4DMV7ES0rxPXTLLbRZx11lP/mEDLUPOigxxylhDFEpVVKiqbxFuN1kcl5VBZxyCpEGofIPccO1pydxnpoSsSNdSimA5p5HHqE56ZNPKL8pKjKOn6KflB5my/fkJmxqID2lJCwDTlpzcvrvFIt+JwMxSQ1ldA5ok2YoXykO9GLpnvheA/F8WQmRSKlQflIM0excD5eLEjBVpcTtggviO1Y9xC4k+v8bqvWtVEpZA1xmpyelxGsqluQZXVNJSqUPfD3efhtYsQJYtSp2QgpInlJK728nQiw1TJRSqq8veE6V8Sv5MKOUqqsjo/OCAlIarVyp/S6WktNIiNfkHKB76bjj6HjffpuIjmOPpVgqx1VyIY6pUEqpQICuRVUVMHu29rxRrHI4tPEpS/isgXQqpQCgpga47DIiqJqaQvuRiZ339AhXvic9pVIPWb4nYRmEMjkHiInnXbmBWMIXjpTiSbO52fhvRaWUCGl0nhokQikFGJNSbjeRBIpCk3Q4r6dYMHdu6EWwyxXcpYQhPaWsAU4I9buU4jXV+0Tpr6n0lEovXC5aeKkqxb14VJC8eN+4MbELbr2/HUPv3ZEopZS+BFqSB8lHKPsAETYblZfy9WXDcyMPl3jR1UXdZgGNbI0VN95IY7C0lHKi446j52VelFyYKd879VSa/xQFOOKI4N8Z5R+yA591EAiEtxBIFbZupfjJZZ1GOXI4pVSo8j1VlaRUOiDL9yQsg3CklM1GbHxHB00wPJEMFIQq3wMiK6WMOu+J7yWTr+QikqdUJKWUkacUQMH1kUeIlKyuBn7609AldamELN+zBjghFMsa9IhENEmlVHrhdlMizRsubnfs93Z1NV3D7m5g27bYO5bpYVROY1T2ywl8vEop/RwqPaWSC17QAeGVUnyd77+frvUHH1Bu8uST8Sn8jMAqqcrK+Mu0PvkEmDSJPpvPB3z8MT0vyc7kQl++B/QnpfhaTJlibE2hR14ezQ9yQyz9EEus06WUcrupmUFVFXDggcD3v2+cI4t5jh6iUkpVtVisV+zKfDc1yObyPUlKWQyRBmNJiUZKDTSE6r4HhJeXAhoppZ9wpdF5aiAumrq7aQdJ3DVmsikSKSUqpXjRd8IJlPwPHw5ceCHtOqabmJLle9aAmV1KSUpZF3yPjxlD8/4JJ8R3bysKqUpWriQ/nkSRUuLx3HsvKU9qaoBf/tLYTDZRSqm8PPobny94sSCRWLBSDwhPSgF0vVUVuPZaYPdu6np19dWJj0Xx+kkx9OSp2w389a9EmMjNuuTCTPkek1JHHWXuPWNpmiCRHDAp5XRGnjeSAfHefuYZ2rQ/91z6XSjvTKPyPRY4+Hy0vuTX6DdHJCmVGsjyPQnLgBdOoUipgdyBL5x8PlallDQ6Tw30pJ8+mJn1lGpo0BYH7As0ZQr9zAvMcF5PqYIkpayBUEbnIiKRUjx3lJZKUiqVEBPq6mp67uyzI3e+jIRkduBzuSi57+qiOU4kIsRSh0QppcRy9HTOdwMdYvwys7g8/3xayKkqXdNkbI7w+I2ndC9UE4+TTiKPqeXL4z5MiTAwIqU43gB0n3/5JX1vlpSSJebWQTpNzgEtR770UspJVZWIcqMcOZTfIUDrJN5IETf+9VYcch2VfAQC2ryRjeV7SSOlli1bhpkzZ/Z7fuPGjbjjjjvw7LPP4o477kCrOENLRFRK8cQxEEmpRCilpNF5eqA/v/pgFslTiq9vX582ttkXaNMm+nnsWO31obyeUgVJSlkDTB6FI6X4d2aUUpzwy5bbyYdoRi9uxsRLOieTlHK7afNEUWiuEomznh5NMRqLUko0U9eTUvX1wGOPxXv0AxtmzeiNIN7rkbrv8fvZbDQOvN7E+xwCiVFKhWriMWeONDpPBURPKb6XRaXUp5/SnDF6NCkvzUCSUtZBuk3OOUdWFLqfAc2HTp8jh/OUAozXWJKUSj3ENUU2klJJERw+++yzGDt2LJYtW9bvd2eddRa++OILAERQXXzxxVi4cGEyDiMjwUlrqMHIE8pAJKXCKaVCGfExIpFSUqaeXIRTSnV3a+RBKKVUTg6p3FpaSFUlBs6NG+lRJKXSDUlKWQOJLt8Tvam6u413Fa2AujpaFBspNNxuWoymk7Q1Az4+VdWuDZ//eJQnIimVyJI3Vp1Mnkz3/ZAhwSUSnMDn5vaP32ZIKTZTB7Q4VlJChFR9fWI+w0CGeP7E8SOqhUJBzA8iKaX4/U46iVQuxcWJLyf3eoEtW+j7eEipUHNATg4tYidOjP29JSIjkqdUtKV7gCzfsxLSrZQSUV1Nc0aoWBFOKQVQNcqmTcFrLFm+l3pIUioJOPPMMw2f38iry70YO3Ys3nnnnWQcQsaCA00o496BXL5npvteSwvtLNntwb8P1X1PklKpgd6IV9xhYZVUUVF4Q+rKSrqODQ1aIh4IUAtuQJJSEv0Rr9G5368lXiUltHjIyaH5wsqkVDwLcKuhr08r2Q13Hc1izBi6jh0dRHAPHRr/e4rn9ZNPgDVraI4STWUPP5wejUypzSwkRTP1SZPo+w0baJFRVUWljRKhYdaM3gi8qWK3hycxxfcbPZpIqVGjgFmzEktMbd5Mc1NxceiNnHgguxKnBuE8pXp7gc8+o+9nzzb/npKUsg7SrZQSwUqpUKRUOKNzwHjjXyqlUg9xHZyNHpIptWZ75513UK5rGVdeXo5ly5ZhxowZqTwUyyJSK8hsIKWMyvdKS2khFggQccEkFUALGp5wJSmVHoRTSrGfVKjSPUZlJS32RLPznTvpnnA6gWHDEnOsiQCPUUlKpRecFJpRShn5RHV0aIQIkwkFBTSfWNlXSlyAt7aSp8Qzz5hbgFsN4uIqEd1mHA4iCjZsILVUIkgpsQyK99E6OrTzHAiE9pMCzC8k+f3+/Gci57nr6NChstTKDPj83X038Jvf0Di4/PLI94OZzntA8DhgLyD9OEgEuHRv/PjkLEykrUFqIJbviVUOqgp88QXNB5WV0anhZPmedWA1pRSgle/pEYmUMirfk0qp1CNStdRAR0pJqVD+Uc3NzYbP9/b2oldY9bUPRCZGB2l0bkxKKQrJSxsayOxcJKU8Ho0c0JNSckcwNQjnKRXJ5JzBvxdJKRZXjhoV3M0v3eD7U5JS6YUZT6lwSTwnasXFmvqSSSmrJ/0uFxH0v/sdcNddpBDKNEIK0M6z05m4e3zCBCKl1q0Djjwy/vcTy6D4eHmO4/P9wQf0aKSU4jFoRt3gchEppaq0mB02THqcRQOXC7j1VlpAdXWZux/MklLiOOBcTD8OEoFEdd4LBZkXpQZi+R6Pl0CAFvti6V40xKNUSlkHTNpYXSmlqubK9wCplEo3IglTBjosscwLRVbNnz8fJSUl+75GjBiR2gNLAyIZnfOEom8rOxAQjpQCjCdNQPOTcjr7nzd+L5l8JRfhlFJcvheJlGIllREpZaXSPUCW71kF0ZBSfX39y0yNdg8zaSd62jRa0PT00MIn0wgpIPJGTCxgXyle3CcSPOb0CXs4pRTPF15vZDWNaKauKNRNCeg/diWM4XZTPIrGhDycn2UoiE1nWG2ZKCSblJJKqdRAVErl5GhxqrmZyoCB6PykgMyKTwMdVirfC6eU6urS4k4oUsqofI/zeCZNJSmVfPA5lqRUClBaWtpPFdXc3IxSvbxlL2644Qa0tbXt+9q2bVsKjjK9iCTdG8hKqXCeUoBGSjU2Bj/PpFRJSf8dJ94RlMlXchHOU8qsUopJKSaxAOuSUrJ8zxqIxugc6L+7bERK8cLByuV7jP/8hxbE3EY4GV3Ako1IPoqxgBfzie7AJ5qy60kpjsnhPKWA8AoH9iyaMoUIxzlzqIS5vl7GMDPg83fggXT+DjqIfo50X5hVSong6+zzJTYOqCqp/ACplMp08PllFS7HmcWLKfYUFwNTp0b3ntGoLiWSCysqpVpa+s9HHJucztCb/uG67zFhJfPd5EMqpVKIE044wfD5gw8+2PB5p9OJQYMGBX0NdJg1OtcnxAMBkXYredLUV3uG6rwnvpdk+JOLcOV7TDJF8pRi0kokpTZtoscxY+I7vkRDKqXSD1U1p5RyOLRFgX53OZNJKbcbePttSkanT6fSPTMLcKshGUqpcePocc+exG7giKbsfX3B9z/PeUakVG6utmESSuEgmmjz8Z96KpUu19cTASkRGuL5Y6P4yZPN3RdimZVZ5OVpr0/kGNuxg/LA3FygpiZx7ytCKqVSA1EpBWhx5r//pccjjujftCcSeJ6USqn0w4ynZapQVKTlLvoSPp6fQvlJAcGVKBzj9KSUXEclH9nuKZV0UkoszRurkzts3LgRBx98cEilVDYi0oAUO3gkWjKeboQzOgciK6XKyvr/jUy+UoNElu81NNDY7u2lBB2wnlJKekqlHx6PNgeGI6UURfv9QCGleAE+eTKRUj4fcO65mUlMJUMpVViolTOw6iQR0I8JcZ4L59mhKJGJbNFEWzTQHTNGu8YSoSGeP84l2FNq3rzwZZOxKKUURSMg9YbA8YBL98aOjZ6wMAupIE8N9OOK48zOnfQYbekeID2lrAQrGZ0rihbz9KRUJJNzIJh4YrKNPx+vvSQplXxEWgcPdCTF6Pydd97B22+/DYB8oWbNmoUzzzwTALBw4UJcd911mDVrFpYsWYKFCxcm4xAyFhxoQu0ai5JxjyexiXy6Eal8z0heCgSX7+khZeqpASdfxcW0u2JESkVSSlVUUGD1+UiCzORUSYkx4ZhOyPK99IMJAnHBHwr5+TQue3qAujoy1Ha5+idrbjewahV9b+WdaF6Af/ihtpvZ05P4LmCpAJ/nRMey8ePJX2PdOirjSgT0pFR7u5awh1NKARTTPZ7Qi0nRRFssS3U4iJQ6/fSYDzsrIJ4/kZQCzHffi8ZTCiACsqUlsUqpZPtJAXKzLlXg8/vllxRbxBzV6QRmzaLnA4Hg8RsOkpSyDqzkKQUQKbVhQ39fKc5zwhUbOZ30OTo7aY3F3wOSlEolIvlKD3QkhZQ64YQTcMIJJ+Avf/lLv9+NHTt23/NMVEloiERKsWTc56NEaCCRUmaNzqNRSkmj89SAPaVKS2lxxgu0ri5tgRVJKWW30zVubKSyGy7dGzs2OW2x4wGTIDJIpw9i6V6k8cHzZHc3EVK1tfSzSEqx+ohLZqyslOIFjLin09NDhEimmZ0no3wPoEX9okWJ9ZXSjwmxTDlSd6P8fIpVZshOXuwUFEhVSyzQk1KREEv5HqAtRhNpp8Djlc36kwG5WZcaiOOqthYYOVL73axZwDPPaCWnZiGNzq0DKymlgNAd+MyU7wGUfzMpNWqUNq9JUip1yHZPqaSQUhKxIxJLqig0sTQ10UQzdGjqji3ZMFu+F0opZVQFKhP61IBJqbIyYNs2LZixSqq42Nyis7KSSKmGBuv6SQFawJC7lelDNH4OYiLPpE1trfa3S5cCX3xBiwOfD3jiCWuTUgAdn6hItPrxhkIylVJAYjvw6ReC4vk3o5QCIqsrVTV4B17GsOgRLSkVj1IKSJxSSlVTr5RSVett+gwU8Lg64giKNbffTue7qopyByakotlIkKSUdWAlo3MgdAc+M0opgNZYW7ZoayzpKZV6cH6QreV7KTU6l4iMSEopYOB24ItkdM6kVGtrcIIujc7TD74efA04mJntvMfgEr89e6zbeQ+QRudWACfl4fykGPpEnn1mvvwSWLECeO89bXGQCZ5SALB7d/DPmbpISRYpxYv6rVsTd5/qz7EYgyMppcwS2X19WvllQYHmKyRJKfPgeG/2Ho7FUwrQCMhEKaWamymfUZTkxj3+nNy5UyI5EMlOl4u6adbXU8z57LPoCSlAlu9ZCVYr32OllJ6UihSbGOLGP1vEiM/LdVTyke1KKUlKWQxmSClOhAYqKRWKIS4p0ZIpsQNfSws9hiOlZEKfXOhJqc5OSnjNmpwz+HWZQkrJIJ0+iCVOkWC0u3zeeVo3tfx8bXGQKTvRelLK6iRaKCTD6BygRLqkhBbdrLqMF+HK9yIppcyOK959V5TgDm+sRpWIDJ6Xe3rMkS6xklKJ7obMpXsjRyZ3USJu/MncKHnQl4VefDHd14MG0fWNpdSa5xFJSqUXfX3a9bUaKRVP+R5ApJSoAmZrFLkJm3xku6eUJKUsBjPtIHliGUiklKpGltAriiYjFUv4WJoajpSS3gnJhZ6UUlVaEMSqlFq3TiMbR49O1FEmDlIplX6InlKRYEQI/PWvNG7tdponuGOdVEqlFsnylFIUTS2VKF8p/TlmMqK3VyNCQu1Gm1U4iCbniiLL92KBuFlg5j6OpNIOhURvEHLpXjL9pIBg8k3mRsmDnuxcsgTYbz/aaPP5YuuSyvNIps73AwW8KaYo1vH2ZVKqoyN43jPTfQ8wJqUKCrTPJzdhkw9ZvidhKWRr+Z442YVLDLkDH5udq6p5pRS3j5dIPHgXv6BAO+cdHeY77zGYvPrqK3qsrrZOwBchKqXkuEoPxMV7JOhJKbcbePxxSuIuugi44ALy93C7M5eUsvrxhkKylFKAtrhPFCkVSinFjzZb6M9hlsjWKwAlKRU9xHzCjK+UVcr3UuEnBWgloYAcV8mEqJTiRhq//KVWLs4xJxqI5LbMPdIHkbSxiidbQYG2PhRL+KLxlAKIlBKVv0yQSFIq+cj28j1pdG4xmJHuDURSStytC8cQ683Oe3q0vw1HSgGUfEW7EyphDmJSX1xM5ZWxkFL8On4/K5buAcEBo68vewNIOhFL+V53t7Y4GDuWxuj06cA559Dva2uB447TXmtlDDSl1EAgpQYNCr1AMVu+p/cpkZ5S0UFVg/MJM6RUrN33Ep2LpYqUYgWezyeVUskEb9YtXgx8/XWwh5TYcEP8ORJ4HlFVmXukE1bzk2JUV9N8VF8PjBtHz8VTvidJqdRClu9JWAY+n5Z4ZhspxZOdogTv4unBkyYrpdjk3Ok0PmdSpp4a6EkpgIJatJ5SevIqE0gpWcKXHsRqdB4IAOefr3nNHHQQPbL5Oc8ZVid5mJTK9HIOM+rgWCGSUokwdOZzrFfIRPKTAsyX74VSSklPKXPQx3kz5LIVlFJdXZq6Idnle0Bm+W3W1YVWFLnd9HsrgseiohibmnPMiWZuEufJTJ3zBwKYtDGj1E4l9B34VDU+pVRRkUZKeb1SnZdsyPI9CctAXNyaIaV4ohkIED0dwklhuXyPjc6ZlGIjPj1EZZQkpZIHTmztdm3nqKND85Qyq5QqKwsmJa1KStls2gJGklLpAS/eoy3fmzsXOPxw+vvCwmBVgssF/PSn9H2mKKXYcy1TFyjJVEqNGEEEcm8vsGNH/O/Hxzp0KD3yxpCZ7kYc082W7/G4luV70UG/mx9N+V60SupEGp1v2ECPlZWRF4+JAI+rTMiLbDbjUjdWvdosupLhcXXSSaGVUC4XxSSzsNm0Bas0O08fmJSymlJK34Gvt1e7x82SUh6PlruLSikgM+aLTIYs35OwDDjAiOamRkh0xxcrIFLnPUYopZRR6R5AAdxmo50omdQnD7yLL5JS9fXaIs6MUqqujq7V4MHagnvMGHp0u+kaRpO8JRu5uTSmJCmVHjBpZIbM0JdOffklPU6b1n9BI3pKqap1/CJE+HxaCfPo0cDq1ZlPSiVDKWWzEbH97bdUGjViRHzvx2OuspLUV7wwiUYpFek66b3SJCkVHWIhpWIt30ukUipVJueMTFJKiaVuPh+VWz/7LP1spECyCmI10I+EvDwa55KUSh+sTkpxBz7eMHE4IudKeXmU/3R3A5s303OiUgqgfDdbVTypQLaTUhbdX8hOiIav4RZCA7l8L1LwZqUUL8gikVLie0qGP3kwKt/jNuzFxeYmWN4N5WubkwPU1Fh3N9Ss8kEiOpgt1YjH6Hz5cnqcPr3/a5mUCgSs66HQ0ECEWW6uJte3urIrFJKplAIS24FPr5RiMiIapZTZ8j0e19JTKjqkUinFsa67O/7rkyo/KUYmKaUArdTtppuIiP/nP61NSAGxl4VGAs+VHk/mljZmOqzqKaUnpcTOe2Y22Hjjf8sWeiwuphjEf2vVnGigQJJSEpaB2cHIZnUDqXzPLCmlV0qF67zHkKRU8iEmXxykuRzBrJ8UJ50bNlBAHTUKeOop6+6Gmu2mJREdzJZqxGJ03tNDY3XlSvqZ/aREZIJnBysJKyu1z2/VY42EZJNSrDzhRX88EJVSAJFSqpocTym9Ukp6SplDKpVS4oKUlROxgklTqZQKjZ/+lO4fr5eus9VyAj1iJTsjQVRdZmppY6YjGvuAVEL0lIrGT4rBayxRKaUo0uw8VeDzm62klCzfsxDMljGIRtKBwMAIOnwjmi3fa2+nxIQn3HCkVKbtCGYieMEkKqU4qJn1kwIoyXz/feDFF4EPPqBE3YqEFKCNVUlKJRb6rkRnnmlcqsEEgRlSSiRu1q6lx+JirTuNCJtN8yHq7g4/t6QLTEoNHRpcbpiJEBXCyYColIq3HJPPMSulAgEaS8lQSumNzjOJPEgnYiGlxPgVDWw2WrR1dtIYiHWu8Hq1eCmVUqHxyCPaPcydVK2YGzD43IZr3hMLxE0Wfbz80Y+A556z7mbeQIFVy/c4NvX00GaJ2c57DNFXCtDyec6JzJBSbMVhNPasaMVhJfB5z1ZSagDQGQMHZltBcuKrqvHvzlkFZj2liou1ZKq52ZxSSuwcIZEciEbnHMQ4eJlVSjFuvRUoL6fg6HBYN6mSSqnkgVVzf/0rlXDefXf/BDvW8j32k5o+PTRBYXWiRySl9KWJmQRVTb5SaswYus6trVqDjFjBx1paqsWV9vbUKKUkKWUO+kWTmXs4Hu+fRPhKbd5MxFhxcXSbOPEg05RSbjd9VVWRF+DMmcYKISsh2Uopnks4Xt55J/nm3XOPJKSSDasqpZxOyp8BUkvFqpRi8PwWjVJKqvdihyzfk7AMzDKkDoe2aBoovlJmSSlF0XylGhsjd98DZFKfCog7zfqdo2iT7PfeA0aOpGDo81k36ZSeUsmFy0VzoqrSoz7BjtXoPJyfFCOTSCmrH2s4eL1aO/RkGJ0DFE9HjqTv4/WVEgk0kYxIpFJKT7ZKT6noEI+nVCzeP4loPCOW7qWqsUImKaV4MXvaaZpnzsiRRLxYmZhKtqeUuBERKV5KJBYsCLAaKQUEl/CZiU0i9KQU5/PRkFJMktbWAg8+CLz1FvDYY1K9ZwbZXr4nSSkLIZoyhoFmdm7WUwrQJs2mJo2UCidN5feUtdDJg5GnFCMapRQnn/PmAW+/be2kU5bvJRduN5GdikILJ/0YiEUp1dkJfPUVfW/kJ8Wwuk8Tt2vOdKWUSNAki5QCEucrJZaMiqQUExLhSjmkp1RqEI+nVDxKqXhysVR33gMySykVCFAucMIJ2nPbtmmLXya2rYZUKaUAio9eL8VLK2/mDRRYtXwPCDY7j7V8jxELKQVo9+aCBdQt8957JSFlBtmulJKeUhZCNLWkxcXBE06mI5qkMFqlVCYlX5kKo+57DLNKKZGQ4sCl90uwUkDj+1SSnYkHj4UZM+g+r6gIHgPs5QNEZ3Tu89FXaSl1cIr0eqsSPdxZJ9NJKT7m3NzE+66ImDABePfd+JRS+lLDZCmlZPlefIhHKRXLGExE+V6qO+8BmaWUYv+ZDz7Qntuxg+5JK+UEesRqoB8J+rmE4+XkyfTc0KHWzJkGEjKFlOLjjJWUiqV8j+FyAb/7Hd2nVr9XrQBWOQLZS0pJpZSFwIPRzI4xTzADhZQya3QOBHfgY1JKdt9LL4w8pRhmlVK8G6oPXFbdDeWgIdsyJxYiOXnAAfTcxInBqjmRgImGlGKE85MS39OKJXGqOvCUUslUSQGJUUp5vZpaKZRSKpGeUtLoPDbEQ0rFomiJV7Wuqlqn2nSQUpk0rkTir7cXaGhI37GYQSrK98R4yRstBxxgbZW5lWE2l+N5xYqkFJfv1denx1OKIardpXovMvx+igeAubXwQIRUSlkI0STosnwP2LpVC/pmyvckKZU8GHXfY5glpcJ147DiDotodM7GjkDwsYoJo4Q5iOTkzTfTc2KXoUBAI4scDnNzRk4OXSMmNsP5SQHWJqXa2mi+VBS6tzgG9PTE310u1Ui2yTmDSamdO2kxEYsPiDgWRKVUS4v2u2QopaSnVHTgXCI/n8ZXNEbnsZAHYjfkWLBjBx1nbi6ZVKcKmZgX6c/xtm2pM4aPBckq3xNJKYdDi5fvvac9L8ZLCfMwm8tZ1egc0JRSu3ZpcSfe8r1oKwP4fO23H60PJkyQ6r1IEK1Akr1RZ1VIUspCMNt9Dxh4pJRZo3NAK9/j3cX8/PBSx0xMvjINoTyliosHrgxVDNKcqNTW0iLohBOATz6Rxo6xQCQneVxxAsjnccsWeszPD0/CiK2JCwq0Rc1BB4VvTWxlUopL97g7JS9QVJViSCYlM0xKJfuYS0qIwGtooLgxdWr078HH6nTSmGIyYtcu7TVmPKW4hNSIABFLBKWnVGzgRVNZGZ1LqyuluKR07NjklrDqkelKKQDYvp268FkVqSjfu+IK7Xke6zyHyLwjeoiWETt3ApdfDjz/fHAup6qZo5RiaxOzSqmCAhpfHg/FOp4To1FKiQTeokU0xx12GHDUUZKYCgfmABQl8XNGpiBLP7Y1kc1KqWhIKWbyeXEWrnQPyCzvhEyFz0eLs5deAq66SlOl8C5mOAIgUyEqpQAtyN54I31NngxceqkMvvGAF0x6csjsLqW465mfT6RUeTnw/vtEWIVSsFm5JE4s3QOC40VPT2aSUslWSgG0U9vQQAlyPKQUHyuTUjt20GNRUfhW1+J16e01TjpZ7QZIT6lYIZJSrIyLhHjIA16UxuoplQ6TcyAzN+v4HCsK3SfbtqX3eCIhlUbngBYnI6kxJcLD5aK54y9/AR5+GBg1Knhz0WiethIqK+ke6evT8gUzpBRv4lVUUFwTCbdvv6Uc3wwpJard336bnvP5gAsu0H4v0R+8lsjNzSzFeyIhSSkLIRZSiuuFMx3RlO+xUooRiZSSRufJh89Hk+izz9L1KSoiwrSycuCWsImeUgyXC/j1rylhCQQkIRUv+J7Vk0NiF7RwEHc9vV5tLmBCKtT1sbJSavduemRSSlGCS5XCNX2wGlJJSo0fT+rFWM3O9WNOT0qF85MCaOzxYtrjMV7MMIEilqVKUio6iKQU/xxKmcYQy8+jRbwbhOkwOQcyc1yx0nX0aGDTJlJKWRlM+CVaAWe0aSKqLCUpFT8OP5zmay6RFHMFHocOhzW9fxwOUgbv2aORZ2bK93gTj2MPxzS3G1ixgnJeM6SUuPnMRAvPMzInDo1oqqUGKqTRuYUQjes+J0LxdHyxEqLpvqeveTZLSmXSjmCmwe+nOvZzzqGgxgakmzcP3BI2oxp7t1sj6LxeaewYL/ie1ZNDZkkpQDPK37SJEqt16yKPRyuTUqwQFb1UrKzsCgeOeakipYDYzc55LPCxcgxuagr+ORSYPARCLxpFBSDvlEpPqejA87GYF0RSS0WTf+gRb/c9JkmlUioymAyYNIkerayUCgQ0QiAVSqneXu3/ZVocsCJee03rGqc36bZy5z0G+0oBFEvMHCvnSuvWUZ5RXKxtKh9yCL2n6HtkBjxGZfl5ZPC5HaiWJ2YgSSkLIZvL96LpvldYGPw6SUqlH7xg+slPKKht2UIEwPLlA5OQAvqX77ndwGOPkYJl2jRgzhzZ/SZecCIjyuWB6E1GXS7yWSgpISVfpPFoZVKK5fhi0snHm2mLkVQrpQAiymMhePhY+Vzrk/xISinAWF0pQt95D5CeUtFCNDrn8x3pPo6nS1o8G4RNTWSUryjAuHHR/308yGSl1JQp9Lhrl3WPXzyuZHbfY4hjXCql4oPbDbzxBsXYww7r38kwE0gp9pUCaI4yWw7mcgGzZxMp9cor2qbyEUfQ76Ppvgf0V0pJhIZYvpetkKSUhRCNdI+lmNlYvqcowWopSUqlF6oaXP7gctFiQFVpcTUQCSkgmJTi3aRzz9XIguOPl22Z44V4z4oJuJ4giAS3m0iD8eNpXEa6HlZWHunL9wDteK1IooVDNBsx8aKqikhMn4+IqWgRqnyPYcazI1IHPiOyNRPJg3RC3ODiRWMqlFLt7cHEuRmwSmrkyNTvjmdiXsTE38iRNOepKnn/WBHi/ZospVQoUsqKcStTwLnc8cdTzOju1hREnMtZ2eScIW5amTU5Z/zgB7TOstu1nD4ao3OGqmqvz6R5Jl2QSilJSlkK0XQiEhOhgYBojM6BYF+pSB4q0ug8uRBNCx0OCtpVVZQ4FhUNXEKGx2pvr2bs+IMfaL/v69OSGWnsGBvExF5Muo0UJaEgepq9/bY5otDKSikmpQZC+V4qlVKKoqmlYvGV0h+rPtE3o5SKdJ14vElSKnaIpBTfx5FIKT63sXj/8MJUVaOfL9JVugdk5rhihUpxMVBTQ99b1VdKzDeTpZQSyW1x7ImlfBLRgXO5Y46hn71eukfEXC5apXY6ICqlzPhJiWhqAoYNA4YP10oXjewqIkEs9ZNK38iQnlLS6NxSiGZAckLs8QQb+GYqoinfA4KVUpEmXH5PSUolB2JS++9/A//6F/Dzn1MQZ0IAGHiKKb5Pe3s1Y8ctW7Tf85geaJ87lQhFSpn1lBIJKb4Oovm5+LMIq5JSHo+2ESHuhGY6KZWqJGzCBM1XbM6c6P5WT0rpd8nN7EbrS3714EW3uNiRnlLRQcwl+DyaJaViyaOcTvrq7aV7M5qFaro67wGZ1wBGVTWlVHExbXqtWwds3aqVFlkJfF5ttsR30jJSXOpjlceTGrJ/oIFzueee057r6aExx7nCiy/So5WVUvryPbNwuymHv/ba4Bx+4kT6fTSklDg+M2WeSSdk+Z4kpSyFaIzOi4q0Tj7t7f3NvzMN0crnY1FKyUkxOeAdkPp64KmnqO1rNARApsJogSmSAtHW3kv0h0gkG5FSkRaAYmtiEfxzKAWbVUkpVkkVFgYTcpnqKZVKo3MgPqVUpPI9M0qpSOV74ZRScqfZHGIhpXieiVXRUlxMcYBJRbNIV+c9IPMU5D092nxdVGR9pVQ8RGckSFIq+RDXC0xKMayslKqrIyJU3HThjXu3m+4hsTueiHCbeHfcQTEoVqWUXH9Fhizfk6RUysEThtHi/NtvySPKTCBRFGK/29oGFikViSHm82fkKRVqwuWkQJIEyQEHG1Wlcx8tAZCpEMv3GGJiKMdb/BAX4iLhYrZ8L1TyBYQnSK2qPDLykwIy11MqleV7gLb4X7+e5qtoFAx6Uspup+/5eTO70ZHGVTijc5nUm4NR+Z5Zo/NYCYRBg4DGxujsFLq6ND8kqZSKDCb8HA5atI0YQT9btQNfvERnOPA8wtYBNlv/OUWanceHUCptwFjRahXYbEQsBQIUo/x+IqVEwikUwm3iLVtG5u/RdN+TSqnoIEkpSUqlHDxhAME3vtsNbNxICiCzA7K4WCOlMh1mjc75/M2apT1XWhp+ws205CvTwOd12LDQJMBAUkgxjJRSel8Hifgg7uKLaodojc6jhag8ipa8SCaYlBJL9wDrkmiRkOryvZEjaZHY3U3KTrHEIRKMCLTiYu2ej0YpFWpukEbn8cPI6DySgileAoH/TzQd+DZsoMchQ6L3fEkEMk0pJXY8U5TMUUolk5QCaOEvkuOMTIsFVoMZUsqK5XtidYLHQzFn+XJg9erInbDDbeKddBKVvkulVPIgSSlJSqUcPCE8+ijw8cfA4YcTm11bSwuNwYPNJ+glJRSQoyKlAgFg5UpysquoAKZOJaYnzTBLSvH5u+8+CgxVVdS29IknQk+4mdhlJpMQj0lsJsNogSmVUolFIozOYwG/r6paqwzCyOQcsG65YSSkWinlcABjxlDZ1Lp10ZFSRj5mxcXaNYnGUyqa8j3pKRUdYlFKid1jYwFf+2hyMS4hTUfpHpB5m3V6IoBJqeZmur7JigWxIplKqdxczb6DSSl9iaokpeJDppJSgLYOuukmOtbmZuCaa+LbHI6l+55USkUHPrfZTEqln43IQrhcwDnnAAsX0kRRW0sMNfskmSWlok6EFi0CzjiD/vlFF9HjGWfQ87EiECAa/t136THGGq1ouu+5XMB559FO96pV4QkpQJJSyUa8CX2mwqh8T3pKJRZ6XweGWaPzWOF0auooKxE9kcr3Mm0hkmpPKSC4hC8ahFJKGX0fCpGuk1FZiPSUig7xeErFWr7H1z4apVQ6Tc6BzFNKiSbnAF1b9hO1olqK79dkeEopirZw5blElu8lFqFyD0CbT6xKSgG0HqqpoXVlRUX81QqxkFJSKRUdovGVHqiQpFSacN552k6H3U78EMPsgIyKlFq0CLjiCiKOBg2igvxBg0iPecUVsRFTCSS5ou2+96tfAaNHa+UY4SbcTNsRzDQkU6ZuZUQq35OkVPyI1+g8ViiKNYmeUKRUphqdp1opBWgkAJMCZhGJlDKjlIrH6FzGL3OIlpQKBLS9tHiVUtGQUlIpFR2M1ClW9pVKplIK0OYhnktk+V5iIW4C6M+tlY3OGW435aijRtE60+2O7/3iVUrJTZXIkOV7kpRKGxYu1LxK+vo0nykgCUqpQABYsABobSUmx+mk7MnnIwq9oQH4059IetTRQdFUVcO/Z4JJrmh3Kt1u8pIqK6OPEW7C5aRAkgTJQbaW73Hg8Pu1gCtJqcQhEAiehsSFZbLL9wBrmocPVKPzVHlKAbErpUR1Xl0dxRwjpZTbTb83ghGRLUIanccPI1Iq3H0hntd4lVJmVes+H7B5M30vlVLmoFdKAdb2lUr2Zp2e4DbqvicRO0JtiAHWL98TPXbffpsea2vjI6biVUplyjyTTsjyPekplRa43VRyVl1Ni4uzzqKfm5uJ2zFr8cSkVFtbhBeuXEkud5WVxIJt3RqcPfn9RCJ9//taxLfbaaXDX3l52vdOJ7Fq9fWkDe3q0jLAggJgyxbgrruAI480/WGiUUrp25byz0B4TymZ1CcH2a6UAij46s1GJSkVH/T3q7jzm2yjc37vpibrED1+P3X4AmT5XjwYO5bCYGMj7dNw99ZIEEkpbrgxejQ9l5dH81+kDkdmu++Jix3pKRUdjEipcEbn4nmNdWMl2vK9TZvo/xYX97+XU4VMy4v43GaaUioZ5XtA/7lEklKJRThPKSsrpfTrIyDY/Fz8ORoY2VVEgvSUig5SKSVJqZRDnDCefppu2h/+kB5vvTW6HWPTkvGmJhrtemdm/tnnoxWPKEvw+ymTM8rmOjooq3I4gD176LmeHtKJKgq1k/n2WyLDpk839VnMBvBYJlzpKZVcsEoo25RSIoHa10eLVXGxKbvvxQd9EsOJoc+nndtkJoVWMw9vbCT1mMMBlJcH/y5TSal0lO8VFADDh5O6Yv164OCDzf2deKwcY26/ncLm1KnGsUkPs+V7RkopWf5gDtEanSdCKRWtvyer9MaPT19nz0xTSnEqKiqlrExKJXuzLhIplWmxwGoQ51v9ubSyUioQMI5B/HOMtr9xK6Vk/IoM6SklSamUQ5wwnn+eBmFvL3DKKcAjj0SXFJlOhCoqaJR7PLSK4yxkzBh6vquL3uSf/wQOOIBe5/HQTCx+8XOffUZqq9JSmqHa2oJnn7w8WkE1NZn+LGaVUrFMuJKUSi6yVSmlKDRe+/qMJfRSKRUfQpFSYoKYTDLDaj5NYuc9/ULWasdqBrwXAqS2fA8gMiBaUkpPGLlcVL1eW0vhc8+eyC23I5FS4YzO5U6zOUTrKcV5gaLE3og4WqWUSEqlC5mmlDIiAsTyPbbDsAr4vCZLKRWqfG/QIJqPMikWWBGhyvdStSkWK+bODf072X3P2pDle5KUSjnECUNsD93XB1RVaTs/ZlBSQo8Ry/emTgUmTSK/p7y8YFdPVSVPqenT6XU2G0X9cFsA1dXAv/9N0U9R6ADEGdzjoRmsosL0Z+GbMVIAj2XClaRUcpGt3fcAuof7+rQkRZJSiYP+fuVzy4+5uckdc1bzaQrlJwVY71jNQFw0pYOU+uAD875SPp+WVItE6Lnnkn9UTk7khhtAeFLK7zde7EhSKjpES0olgjyI1ug83Z33gMxVSomp6bBhlIJ2dwMtLf0VpOkEn9dkKchDkVLl5URKyfK9+BCqfE8sHrEiKZUsSE+p5EOW70mj87RCND2NxfDVtLmmzQZccw2xWJs3ayyCx0P+TyUlwNVXm98mZJKroSE4s1FVjeSaPJleZxI8YZntvhcNMi35yjRkq1IK0O5hDtSSlEoc9HJvPrepMDkX398qO85cKR2OlLLKsZoBH6vDkfq5I9oOfKHUeatWka/U6NGRG24A4Ukpce4Qx7b0lDIPVQ3OJUSj81C9WxLRJS0apZSqpr/zHpB5Sikjo/OcHNrMBaxndp4qpRTPTfzIe8GSlIoPobrviflHrMrKTISY60bqg8WQ3feigyzfSxMptWzZMixbtgwAsHHjxn3fZxtEiye9zZMZiOV7ESeJ2bOB++6jLMjno5mlvZ0UUvfdR783C5Hk2rlT86Nqb4+J5PL7NfFWMkgpfk9JSiUH2dp9D+jfTUtcvEpSKj5EUkqlipRKp/qIu7wB1FcC0EgpscsbH2tfX+Ykf+nwk2IwGbBtm7nFG48BVkQB2vm/8kpSXZnpcBSOlOLFjtMZTJBITynzEOcMkZTilMcIiVD6MlEi5nKhsGMHjf2cHGDkyNj/Z7zItM06I6NzwLq+UqnylDJSSgGZtUFhRYj3hXgujUqsswG8jlJV87FInAszhfxOJ6Jp+DVQkRZS6qGHHsLMmTOhKAouvfRSjB07Nh2HkXaIC9pYGFIu3/P7TQag2bOBP/4RmDIF+M53qATvueeiI6TE97rvPmDaNJqlentJPx0DySVO/snYVZLlD8lFtpfvAdJTKhkI5SnFj8lOCq1ASnGXN7c7uHyPTbWZ9xeJnUxZjKSTlCovB8rKKHRt3Bj59XoiNFTDjUjElBmllJ5s5XlVVWM3qc0WiHNubi6NLfYZCnUfJ6JLmqiaCNfpD9BUUmPHpncjJ9OUUnqjcybsRV8phkjYpwvJVkqFMjqXSqnEIFT5nlGH1GyAvrGPGUhPqegQizhloCEty8iZM2eipaUFAFBqth/zAIQRKRXNYHQ6NaPl9naTyoH2dorqBxxgujNeSMyeDRx5JHD22VQH8X//B5x/ftSa1mSTUvyekiRIDrK5fE9fZy9JqcRBn8Tok+9kkxlWKIkTO4v6fHSPLVkCvP9+MCHCCh6fj443ExJmjnnpIKUAUkt9/jmFrilTwr9WT6DF2uEoHCkVagdenFd9vuzeRY0EnnMVhQgfRaFr1t1Ni8mysv5/k4j4pSiUVrW1UYoVzk7TCqV7QOYrpZiwZ5cIVkqJhHE6kYiy0HAQ5xKfT/t/UimVGEQq38s2pZS4NuNu05EglVLRQXpKpdHoPJvJKIaosoiVIS0upiZ37e1abX1YNDfTo1F2FgtsNvKXamykaBhDkTUnkjZbcnYOM21HMNOQzaSUWIILyPK9RILHlc1Gi3z2hUlVUmgFpRRARIeqAlddRT/39gI//3l/QiQ/nxZu6T5es0inUgogX6nPPzdndq5XMcXa4ciMUko/rsWYKEmp8BDLH1ghVViokVJGSIRSCtBIqUi+UlYwOQcyKy8SO56xUorvs7/9ja7ttm3GCsZ0IVXlez09wXO+JKUSg1Dd94wM97MBikJzhtcrlVLJAs9x2Rzj01K+19raimeffRbPPvssrrvuOmwMoZ/v7e1Fe3t70NdAgmgcF4vROaCV8Jk+Na2t9JhIUnDwYHpsaIjpz8123osVsvteciE9pSiYiLuVgCSl4gWPK/bO8/vpnGaTpxTjBz+gR1WlxYjRgssKyq5oEIs6OJFgpYoZUipRBBp/Vr+/f5IeysBfXNRKX6nwMPLkEM3OjZAo8sBsBz6rKKU4XmdCXhSq45nLRQRxfT3w6qvAY49Zg5ACUmd07vEEd6Tl8yPL9+KDOD9LTylCtB34RKUUWw9LhIZUSqWJlLrkkktw5pln4swzz8TZZ5+N7373u4avmz9/PkpKSvZ9jWBHwwECMajEqpQSzc5NYW/ZZEJ75zIp1dQU058ns/MeIEmpZCObPaV4zIodNBmSlIoPfL+KO5LirnA2kVIPPkgJXW4uqcaMPIsyjZSyglIKIE+pSGRPosacGN/1i8ZQXiWi+FjuNodHOFIqlNdTokgpM92Qm5vpS1HIUyqdEJVSVl8s8rUz6nh22WWamlZVrUFIAakt3xPnJ70BukRs0Jfv8T2SrUopoH+36UjQj0G5qRIaqqqd12z2lEoLKSUqo8aOHYuNGzcaqqVuuOEGtLW17fvaZrX2GnFCXNDG2goyZlIqGUqpxsaY/jzZHQc4+QoEpFFsMiCVUnQP68kLn0+Ot3jA4yo3VwvS3d2pMzq3CsnjdgPPPEPl2T/+cWgzbSZM0n28ZhGrOjhRGD6c/ndfX+TOXYki0BwObVEdipTSE1+KIpt1mIVRLhGJXE4UecCkVDilFJfujRiR/oVHJinw+JzyORbxxBOU4ykKXeNw3S9TiVSW7/H8VFAQvkRYwjzEuVZUtmar0TkQn1IKsP48k07om3RkK1KubVi2bBmOP/74fUbnjHID5Y7T6YRzAOvYRD+aWE1fYyalEuUpBWiunjGSUonydAgFMSnwerNbGpkMSE+pYFLK6dSCcV9f+hcfmQqx/KGgQNsRzialFHukHHYYsHo1UF0dbH4OaD9z7LCCsssM0m10rijAuHHAqlVUUjV6dOjXJmrMKQrNB93doUkpI7LVbqf7QZJS4RFOKRXKUypRZVZmcjGrlO4BwZ+XmyhYFXqTcwbPjzNmEDEzc2b/eTFdSLZSSiSlREKb841M2ZywKvSVFd3dZJciy/diV0rJ9VdoiAReNp+jlCulxo4di7/85S/7fn7nnXdw5plnZqXxuWh0Hq9Sqq3N5B8kg5QaMoQe4ySlkq2UAmRSnwxkMyklqh154co+b4As4YsH4rgSCaJQipJEwwqkFHd5228/+pmbWbhc9LyoxMtUpVS6SClAIwdYwRIKiSRCQ5XXhFMA8twqd5rDIxZSKtFKqVBlgoBGSqXb5Bzov1lnZfA5FZVSoqn58cfTc/vvH1pJmmrwvZpKTymxfC9T4oBVoZ9r+RxLpVR/BVQo6F8n11+hwefKbs/OqhNGypeRpaWlOPjgg3HHHXegtLQUGzZswMKFC1N9GJaAWJ8bq+mrWXNNALSCYfYqGUqpzk66s6Jk1pJtdJ5JyVcmgoN3Nk6kYvkeJ4FFRWSvxsbcErEhFCmVTUop7vJ27bX0WF2t/c6o+x6QOYuRdJfvARo5EMnsPJEEmrgZJSIc2SrL98whFqPzRHkimlFKWaXzHtC/q6OVYVS+x4S9ywX861/0XH09cMMN2u/TiVR6SonzE89RrKzMxs3CREB/T/A5TlX3XysiXqWU3FQJDWlyTkjLdDVjxgzMmDEjHf/aUhCDSryklKnyvfZ2clNTlGA5R7woLNRqlhobyawjCiSblGJPDn13NInEIJuNzo08pQoKKHj39EhSKh6ISX06SClO7nt7aYGjN9hNJXbtokdWShkh08r30q2UqqsD9uyh79et00IjQCqLQEAjBRN5rKE8X8LtwEtSyhxiMTpPlH0AXzdxg7CujuYNl4vuyx076PkJE/qPsVQjk/IiI3Np8bzxvFhfT4/pLt0Dkq8gF8v0xJiob6aQjYqeRMCofA/IbqPzeD2lZPwKDT6n2U5KpTHNlhClkLGypMwtmSrfa26mx0GDEitrURSthC+GDnzJLt8DZAe+ZCKby/fCkVKAJKXiQaTyvWTvVIqkVzrVR6oK7N5N34cjpWT5XnSw2YDXXqNz29EBNDTQ81wWJJKQySjf01+ncEopDtcyqQ+PWJRSiYpfRhuENptWSsZqvCFDgJde6j/G0gGxA5+VEYkIYAUpk/dWQLK9UsUyYLH0N1wzBQnz4M1WzvH0pJRUSoWHz9dfGSXXX6ERq4XPQEMWLiOtg0QYnZtpQ7wPyfCTYlRUANu3a5l9FEh29z1ASzjlpJh4SFKKxrAkpRIL0YCYz7O+01AykZNDZIDfT9c2XUloczPNWzYbUFkZ+nWZppRKt9E5qymuu46Iv/XrgTfe0HxqRLVFMsr39LvI4chW6SllDuG670XylIqXPDDqvic2JTjwQPq+p8d4jKUDmZIXmSWlGhvpsySLCIoGqeq+5/Np+X9+Pu0R5+fTeJekVOzg61dcHLzpmM1KKTHfjQQxvuXn07wn41doyPI9glRKpRFichqv0bkpUqq1lR6TQUoNHkyPcSilkplIcJJq9eQrE8HBO5s9pfS+DtEaQkr0R7qNzjm55/+bLvDuf2Vl+HssUz2l0ml07nIBRx1FZT+XXBKaLEikUipU+Z4Zo3OrK1rSjXi67yVKKaX39+SmBP/9L7BiBZGfViCkgMxRShl5SokoKaFYLKpK041EdXUMBbFMj4sgeH6SHfjiB68V+L7u6aHxJY3OzZFSHN/EPMrq80w6Icv3CJKUSiOMSKloPaW4fK+z04SxI0euZJJSMXTgS0X5nkzqkwfpKdW/fC+aHSUJY4iLRXFhmSpPKfF/pDO5Z1JKNDk3QqaRUrHGvETjzDMpce7qorFmRBaku3xPxi9zSCcpJXbf0+diLhflOapK19cKhBSQOeOKSalQRICi9PeVSjc4r03WZp3Dob23npTKtFhgRXBey6RUdzfFLL63s7l8z8xmK78mLy9z5pl0QpbvESQplUYkgpQSd44iduBjpVRpaXT/xAziIKWSbXQuvrdUSiUesnxPlu8lA+K44iS7rU17PhVJoRWUUrzICucnBViDQIsGVlBKAcDy5UQW+P00toxaySfD6DxU+Z7Rwlt6SplDLKRUorqkiddNb6rudlOOx+biRmMsHcgUpRSfz1BKKUAj7a1CSiVbKaUo2lwSipSS5XuxIRCgmABoY05Uadvt2UkexKKUcjpl/DIDWb5HyMJlpHUglv6IrLIZiF1dCgpowmxvJ+VUyK4u7ClVXp6Ao9chDCklHqsebjeweDF9L43OMxOSlJJG58mAUfc9sTo4FWSGWDaYLpjpvAf0J9Aizbvp7PwFWEMp5XYD77xD53bGDOCkk6iED0i+p5S4YPR6tfEeTiklPTnCIx6j83jJA56nOBdjhYXbDTz2GKVIQ4cCZ59tPMbSgUzxlIpUvgdYz+w8FXlRXh4RJRwX9eV7kpSKDSJ5IiqlRN8/7tSaTYgmrxXXtJlCfqcTsnyPIJVSaQQHju5u7WY1m6CLXV24hK+93bhz0D4wKZVipZR4rCL4WDnRlkqpzIT0lArtKSVJqdhh5CnF00teXmo6V1mBlOKd/0jle3qlVKR5N92dv9KtlOLz8LOfESnV1AScdx75/ejPW7LL90QVjyzfix2RjM5Z/SAiUUopoL/ZOY+x008nQio/H7j0UuMxlg5kymLRjLm01cr3kq2UArS5RF/6Kz2l4oN4P/A93dOT3SbnQOxKKRm/IkMqpQhZqG2wDnjwiVJvs6SU2NWFGftnngEWLQpjopns7nsArRpVNWgbQTxWgBYBTz6pmcp6PMCGDVIplalgUjEbSSkxSItd4SQpFT/EpJ6TbW7umSo/ByuUxMXqKaWfd10ubZFsBaNlPs50KaUCAToPZ58NvPgiJYVdXdp5Ye8Qv1+7jxNZvieqGHhRmZ9vTBbKpN4cwimlVJXOuf4aJtITcdAgMtpmUorH2MSJwMsv0z2sKP3HWLqQCUopVTVHBlhNKZVIsjMU9GNZlu8lBqGUUjwOs9FPCohdKcXznIxfoSE9pQiSlEoj9IOP/QbMghObm26iybK5GbjmmjCLjWSSUqyU8nrpYHQ6az6mu+8Grr4aGDUK+L//o+cfeIB+lwpSSk6KiUc2l++J/jBG5Xuy+17sCNV9D0iduibdnlJ+P7BnD30fbfkeoM27f/sbzb2lpdYgpHw+7fqmSyklli4WFVHYamqi741K94DEKKXEkl9GuM57gPTkMAsjUsrpJKIvECDyTz/eEtn9l0kTJqV4jL34Ij0OG6a9Nt33IJAZeRF3PQPMKaWsQkqlqnxPBI9tqZSKD3ztFCW4/FcqpegxWqUUz7Gy/Dw0jGJXNkKW76URelIqLy/6OmWXiwaxqtJXyERHVZNLSuXkaFsKLGcwONauLpqYuru1Y02F0TknBlK5knhkMykllu9JT6nEwoiUYqRaKZUuUqqhgRbTOTmaGDUURFWXWKbkcgHbtgGbN9N7WWExLC6W0m10DmjnVvQsY/C1dzgSE6PCle+FGtfSU8ocjBJ7cWFpZHaeyPjFKVB7e/DzO3fSYyS1Y6qRCUopJvhycsKrCPjctrZaQyGUSLIzFPSkFI9z2X0vPoTaEAvXjCIbEGv3PVmpEhnR+koPVEhSKo0wIqWihdtNSZei0A0f0qOgp0ebEZJBSgGaWsooswcdm8/X/1hTEbwzYUcwU5HNpJRIPokqHklKxQ8jo3NGIhQrZpDu8j3e9R86NPKGBS9EAoHgcff44/SzolDik24fG0BbNDoc1pg3xOpzPRLtfRWufC/UuJble+YQarc5nNl5IvMPvacUg+9jUSllBWRCXsTnMhIRUFSkXefdu5N7TGaQirwoVPmeNDqPD0aklOgpJcv3Ir9Wdt+LDtJTimCBdDB74XBosnIgelKK/UFmzwY2bQJqasJ0deGesfn5yRv1gwcDGzcaZvZ8rAccQElGWZl2rKmQLUqmPnnIZk8pvpVUVdsdl6RUYiB6vYRKvpONdCul2LQ3UukeEBw/enpobHLnr6oq+grVXS7VSLfJuR7h9lOSRUqJu81mlVIyqQ+PULmEaHauh1RKWTsvYiIgXOc9RnU1sH49kYCjRiX3uCIhneV70lMqPojXTiyLl0opeozWU4rHoVT6hgafL1m+J5FWiEElGlJKNKw98UR6bv/9w3R1aW2lx2R03mOE6MAnHuuECfTcfvtpx7pkCT0nu++lD3V1oRUUbjf9PhQSaRSbaRDvWQ68snwvMRAVDOkq30t3GYTZznsAbXAwSdrTo827Z5+tkVqnnGKNzl98r1hFqh5OKZXIznuAsd9LJFJK7jSbQyhSiheRySaljJRSqiqVUvGAz6VZUgqwhq9Uqo3ObTZt3EtPqfgQSikVaZ4e6IiU14rrCH33vfp64PXXk36IGQuplCJIUirN0BtymgV3dXG5tISrs5N+njfPoKsL+0mVl8d1vGERgpQSj5WDJHc5mjdPCwBSKZU+xNM+PpvL9+z2/mVVkpRKDMJ5SqVKYZNupZTZznsMMYHmefe007Tf+3xhYkQKYTWlFJNSLCgWkSxSSlQxRDI6l55S5hCLUiqR5IERKdXWpo33oUPj/x+JRCYppcyoU6xkdi52j00WRFK/oEDLRTKhfC+ejdBkI5SnlDQ6p8dQea24jhCVUqtWESklel1KBEN6ShGycBlpLYgDMJoEXd85CNAmTMOyjGSanDNCkFLisXKQ5CTc5QJWrgS++CK5pFQmJF/phNg+PhCgktCPP6bEIFK3rmwmpRSFyGQx+RMrZCUpFTvEcZWTQ4/8XLYYnUdLSuXn01Tf06PNu6tXa7/n8Zhus3OrklLp8pSK5FUiy/fMIZKnVDilVCLIA6PyPb6HBw+2XmlGJiilYiGlWGGaTqTaU0okzdOt8DUDJjCA4HgkVlakC5FIqWxVSkXKa8V1RE0Nff/FF7TGq6oCjj46+ceYqZDle4QsXEZaC6I6KlbZnp6UMgSTUsks3wuX2e8FB0nxWFPRfY9v9LiTr7o6iqZGqzq3mxgdkYXLFNTVwWWzAfNcuOMO4OqrgeHDgd/8BnDBDdSF/lx8TrPRUwoIJqW4/XjKlVIDcFzqFQwFBdpiT3pKGcPoeMXvU7r4DDMmS15y46RdAdRPm5vCAwqNcJ5SMSmlwnz28lfpsy8qmGv6f0hSyhxiIaUOWlGHinobHI74504jpRT7SaW9dM9gTE77sg6BehtGvA/Ao/ucFokb0ZBSTN4PKFIqzFwy6XOaS96snmtISllZKSUSGI2NwC9/CfznP8DO2+pw69E2HOVy9f/s4phM4vg08pRSVU1JK5VSIV4grCP+8Adadu7eDRx8MDDjazdq3gkAZ8xN1eEmHknMs2X5HkGW76UZ4gCMVbYXFSmVzPK9IUPo0QQpJS6UePFpGaVUOF3xJ58A8+fHVudmZezdtnLBDa+XArDXu5eQivC5stlTCgi+hzkxTDkpFa7+8rbbaNwaId06+TDgcTXivTrA7Q5Kuvd9n+TjT+eOs9erkSRmSSmj4xUX4ilVioYZk5Wv1UJVbJZUSulLDEwrpcS4of/sPE7dbhQ9S5/d49H+l/SUSgwile8Zkct+1YY59bUY9o47+BrqY7qJuSacUirtJucG96PNYcO5W+dj/1fmB8d4C+UzmegppaoJVOAZzaN1dcAll2DsRzSXAMExcfg7dQCsrZRCXR1ccOPkk4FbbwWmTKGPedTRNhy1aD5w8cXBn10ck0ken0akFADs2UOPkpQK8QJeRyy6GD/scENVafzPtbkxp74WftVm6ZwzIkLlNBdfTOtCo/Fo8vNKUoqQpctI6yBWo3MRllFK8XZzSwutKA2kM6KnlKpS+VMqlFJReUqF0xWvW0e1beLvL76Yat1uuKE/g26R3caI2Hvc9fNrcWoL8Jjiwveb3aifX4uqG8LX72Vz+R6QIlLKzA4NO1gD9DpO3I4+msat2209nXwY8L1qd9D9eLwfeMpOx19YCI1wO/po4/srAfdeOpVSu3fTHJmXB5SUmPubSEqppJNS4jgVt8IZixYB69dj0zHzoLwVwCGr3QDSr+5jUsrrpTgqLoBNk1JGcaO2lmLDunXU5WPdOgRc8/DW0y4gQHNnTo55Ukp6SoVHJKPz0R/WAUXB8+jicS7s2AFc+eR8YPRQSkr4mnHtusm5ksdNZ6eW36RVKRXhfhy+aRGAveTookXa3/FnNVKopBjRkFJM3nd20le6yAPxPo05L9LHfHFuqasDliyB55if4q0e+n1BAfaN09zv0ji1slKK58uTZgLzFRd6euhcHXUUgEWge3D2bBqH8+fT39xwA43TJOfbYk6rKDT39/SQPxwgSamQee3e69F6/Xxc2vIxunKB8hZg9Ae1eLlqHmb7Yemccx9C5dsuF409Ho8cGz7+2Ph9osixJSlFyNJlpHUQq9G5CJ4gu7u1RKgfuPteMj2lSkspe/b7SefKyqm98Pu1yUxV6SbMy7MgKSUmAapKLaseeoi0xYceCowfD2zZQrVtN95IQTA/v/8Wu8UX/Xq44UJ9wIsre+bjur4b0VIwHLW4DMPhMlo27oMkpbTvk0ZKhSNKH3mEWnBOmUJOujfcQF+5ucB3vwv89KdU2P/YY9rfi2Mz3QZDIcDjqvFkFzAZOPrGWrQV9OD9oedg1AcvAv+rSzrhlk5SSlRYGM7pBoiklEq60kY/Tl0ukh9dfTWtLktKgHPPxc4RhwP4GDNX1gJupJ0szc2lRW9HB6nTxAWwYWmdUdLK38+fTwun228HnniCPk9JCQXAiy6C41wX8DS91OOh2GTW6FwqpcIjklKqt6//POrzATl+D2w9ncBXe+hmW7IE+NGPop4redz4fHRt8/PTrJQyuh/b24HrrwdaWjDOXoBVudORU9CHsmeeAZ58ksxgbr45mJBKYx4TTfleXh6loa2tVMI3fnwyjyw0xPs05rxWf+28XuBPfwL+7/9ogh85EuVrPsV5gVuxsOYqHLb2eWApXSfPES7gbYuTUnvHl/OGWvy4F3gj5yycufFvaL7pXyg/4XCKG9ddR+fB46G1xR13UEAzWiwlcJzqLSkKCoJjarZ6SpnJa91wYUcJMLflFtzbczE8zeW4K/+38LQB4z6qBW60bs65D0b5tqoC998PfP45TTLXXUfzaG4ucOyxVIV0333AW29R3q0oUZH7kpQiZOky0jqI1ehcBE+QqkrztWHw5mLoZJJSikJbznv2UGavI6X0AbKriz5/Ksr3ou6+97OfkTvfb34DXHUVndyqKloAr1unvVlfH33ukhLg178GXn2V1Bv/+581F/0hdgDcj6tw3Hw9LnC8jwLfbvgDKirURgy/wWXIhYiQnlLa93wPJ5yUEonSLVvoPnv1VVo8DR4MvPcefQGUPakqPa5bB/z+9/R8QwMF0ttuI/LqwgutNTZ1CCp/cLmw+aFNuPjzG3DxphtQsALA/hPp5JeWUrL++efAH/9I5yVB9x4vZr1eOp5UEq/R+kkB2vhLm1JKHKe9vUTE/POftMWcm0snccUKHPzGJaja44RamQP8+c/AmjXANdck9NpFi4oKIqUaG4HRo7XnDUmpUCRxZye9yXPP0Zeq0sTY10f34lFHweHQ9m48HiIypNF5YhDJU+qT8S788EDQtfP7gf32wy/e/iv22/Uh1JqhQFsXLRpUFXj5ZWDkSLoBL7/c1Hjk9uc+Hw2D/Pw0K6XE+7G+niaAf/2LYkFuLhRVhQ0B+G0OOnC/H9i8GVi8GDjnHODf/057HhONUgqgy9XaSmRgukgpcZ6NOS8Sr11TE+WjO3bQIM/NBYYPh21zPc7afhfO2P43dFeNBf58GeByIW87/amly/dABEazZwtu7b0Od3qvRG6ninpUoe9/myju9fZqO+0+H31+RaGLfP31wNtv0wbc0qUJHaf60kv92kySUsa/38cL3uBC7i9vgl9xoMjTiF97b0GXNxdrCk9BdSb4nor33vbtNC++8grF8KoqWkfz2PR4KCffsoUC+QsvAAsX0oT/hz+YJvclKUWQpFSakQij85wc+tve3jCS5VQopQCNlGpoACZNCvqVnpTq7qaXh0okEwmRlIpUCVW2YSlO3fEPYMMGik6qSif4e9+jCam6Gvj6a2LVfD4qV8zNJXLgnXeA998HJk+msj6rLfqNFlPr1uGEO36JiqalcJbkoxN2qPDD6WmFK1AHzJsbtn08S9UlKaUtXPk5DjQJgctFY/KuuygxY6K0qooC4NixlIm3tmo1QZWVtIOzeTN9v2sX1YXt3h1sfCIi3QnC3hvU66Xx6XAA2LYNoxuWICfQCwUqFCWPGO2vv6a/sduBp54CXnsNGDUqYcmpmIz29JhfGCUCsSgsLOEp5XLR4uG3v6X5sbeXSPsxYyhA5eejz2FDjtqFHIDmpL//HXjwQTLlufhimlT06jdGksbn4MF0m+jNzg3L98SktbubLtLf/07EaFVVsGx51CjaFPJ4gNNPBxYsQF7eiejq6t+NVpJSsYN9EIEIRucuF53I3/4W8HgwuVNFY24VBpcPBvIVmkuam2ke7eigMbt9Ow0MrvMMAUWhIdzcTNNreTmlQkCSlVKhkhpVpZjR2EgKPkWh+7G4GKipQVergq+VIzFmnBMjSjspLjQ1kWLqlVeAcePSnsdEo5QC6DyvXp1es3PxPo0rL+LzfuONlGd6vdSBprgYGDECHeMOQ0HdA3Cqfcht3Uyqfmhz1VGb3FBrA1DmzY3jIOJEiLH5RK0Pg2+8BN/p+x+cSi8UVYWzMAddB83BKxtG4XjHRkwe20EncNcuign5+XRjqSrFlFdfBf77XyqNvuyyhI1Tvfpf34AiW0kpzmt9PgrBegsldpFw9T6Czr4OeG1OOBU/nOiFDb2Ytv1VImp+9zvtj6xaUeJy0WYaH6uqUp59zDEUSNratDy7poZ+t307zaEAff/668AZZ2DRVc9jwsfGViiczkhSipB+F8MsRyKMzoEIvlJslAEkn5QK08ZIv2vDiyVOJFNRvufzARMW12HHfHc/r7rn/7oR+111Mo5++GeUyLW0UIYzYwaRTNOnA9deS5PT55/T7umyZTTJlpUB555L0cvvp4zIaoQUQMfE3kP/+Afw178Cp5+OYTuXwllWCJSW4qXD5+OrkqPQnlcJ/P3vcMEddv0ny/e07xNavqc33O/oAFatooUFr36ef56ImKeeosRswwZS9n3+Oami9uwBDj+cXvPDH9ICOSeHDuyGG7TaeIYVDG73EqeHrqXPntvbAdx4I6rrl8Gu+lCfNxreCZNJIv2731EyeuGFdE7a22kgJujeczi0uSPVJXxMSsWilEoJKRWqIcRbb9Gilkl7u52I1CVLaMz19OCb/c/C7ZMex+rTrqNFb0EBzavt7UTsP/EE/Y3oRwUkdXwy36APXd3dwEm76jD+f7rP6nJROfc119Dcz4TUsGH0NXQofaajjgLWrqX7cPt24Pzzce3Kn8Ie8O4jpfgaDXnd2BRVekpFhji29aRUzTt1OLHerd3DRUXECNps6LXnY0PhVCgOB6kvvvqKFvcOB03uqkrj8bzzgF/8ov+YZOw1tBU78NXXa3taSU299Aa8Xi8tiI4+Gvjb3+g+VPYSbg4HcM89wMqVWPv9a3B043OYtOxfwBVX0G7/5ZfT37e10Xg977wkHnhkxEJKAek1Oxc7x5otvQ6Js88mgrSvjyScmzeTgn/bNjg7m9CcOwx21Yec3k7grLOA3l7k5wMn1rsxZ9dec+l0wsgcetcuHH/nSTi+/QUUB9rQ4SjHuqLpUPffH1N+ehCmH1eO0u1fAb/6FcX3wkLKd265hXLWigrgBz+g9+7tBbZupfMkIg5DbaPyPQarIbMR4rxqlEvMnbu3OdKDD6LZWYWt+ZPgGzkGqs0O1WaHPcdOc89ZZ9H8YnUbCd5RyM8HJk4kG4zDDqPxduWVwGef0Zpw+3Zg//2Bk04CDjiAiOPcXFLbjhuHGc/egC9ax8KN/oTUjvluTFhct2+tkO2kVJbeWtZBIozOAQrYTU0hSClWSdntyXfoY1LKoANfJFIqFd33+vqAI2fbMO7jWtTOB25a68L//bQRW3//GGa8Wodq7IKzahgwYsQ+D5AgX4m9BqiB8+dh5VQXmt4FKqa6MHUugNtvx0rlIDT5HKiob8LUW/8M282/Td6HihUuFwLbd2LldU+jKVCGClRg6n6FsOU7gUsuwYcfu9C3aQdKuzowbOo44zIVAZKU0r6PlZQy3Ezcm8x9tAj4YIQLR258ERVf+DHVF4DNrtA/W7KECFOj4G5ktnzVVcCcOZQULF1KZW+trcBf/pK0BCEQoMoDFhpMnRqBU9j7v4/6TS2aywIY9sjXwLvvoqC7EW9V/gR3TH4cL5/lRt7CWtqhcrk0v6xAgCaWUCqbGJCfT3NUqkmpWMr3ePyJc6143HyvRn1NDBCADSv/9hGaVlWh4icnYuoBAdj++QglnVu30hva7cEfYO81mfK7WkzPU9ByqAvo2gPstx8d3K5dFDsGD6bFxnXX0Ti94w4qh0tiAhuKlOrpAUoUG0a+q/O/ev11Sjr7+mjRNGIExYsXXgCOOILuN/Y8e/FF2tW/5BLg6adxaO+LuKNjDrw7noY6vhJdXbSIHPR8LXBJ/x3jWJVSibjOqUK8xyrOtfpcwplPHfaKvgHQ8UMi41UVKCxEQWsjprYtQudZt6OAY/26dbTIXbeObAgWLwY2baKvF14g8obLooGguZM78HV0aCRiNL5wMYHH5GOPUafVhgbgm29oEhk5kjbUPvmETq5QR2jbu+jeZ4epKLS4GjmSPuOePUQM3HcfgATNG1G+R7SkFE836VRK8XVPyEbrT39Kc2F+Pi12ObZ9/DGKnlmIj0rPwouFv8Qvtv2WFsnnnou8U0/DnPo6vFE1D2N/5IKZPhlJmyv0Ru0jRgBXXolhu7YCFcXY1VGBp6uuwltVLrxxrhvO+fNxFEAbGPx34vfz5tE8On8+3egdHQi0dWDlGX9E09V/pmNf7obtcfPqG/1n1/vciqRUtpqcA8HjubfXgEDZOw+qkyZDXbMMpWoDPFfejBUrgVFP3oYKtRWBvAKsfKMeTaMuQMWoIky9ah5sViSkli5F4D/PYqV3fzQNm4EKXxemXvF/sK1fa5xni2b8LhcCf/wTVt76EpraKlGhNOM7vlfwxg1X4P6Gv+KQ2U6sXk2E1DzUovLIefCtpz+XpJREWiEmT0lTSomd95KaGSEqUoorHFJpdO7zAXC5UAXgJ7+rxQd3foxvFmzFaNsWVKEezhOPJdO6F1/UCClAe7ztNiyacAEWvOjC6tu1iXmIehKwbQoacoejN6cAzq4mTPrzGlzT8xpm33Zy8j5YDFj0kYoFj34Pqzt/hF7FCWeOikkqcM0x32K2aw487wCriw/BzPYP6MTNm4dw9XvZTkqJ93CsnlKGFjUuFx5YWIln64qw2bkHtX3fQa73UAzLa8Lp37fj2Mm7MfWxu0nuuk83rQvu3C1k0aLgbjVvvEGLrnffJfPG//6XFl9xLPiNktrFi4EFC6icgu+VSZNIXDJ79t4/DGEa/cWCPfjlN1ejaGMXoAawecaPcEfh4wAAxzwXUIRgwm3GDFoNzJoVkUiNBgUFJOBJFymV6PK9RYtMXJMIWLQINAfuOB2ee7uBRzswPL8JF/q3YG7bNthKS4CTTyZSBuhntrxkIaCsC2D8J25gmUA0sXH/hAkUr1avJg+c//yHyv9MevvEAial9KGrpwd4q8qFHx8NlPHnGDSI7qetW6lGa+pU2i198EF6PhAghZS4oQEAjz4KDB+OzgW1mNC5DLafz4H3yTqcsHM55tTXAtcY33+xkFKJuM6pgv5Yc3OJOzn9dArHZhbIPNeyIEiE/6cuvFELnLyhFjj5Ea2cedgwrO0cgxLPbhTZ0Z+Y59qKU04h5R5fiHvvJZX0Qw+Rr43wN8Vr6CXt7dp+YEr8pH72M+DZZ4FnnqGT4HCQgm/6dLqHjj1Wu/B7x6NDCeBfI2/AxInAGYGA9vlvuYU+3zPPkAp3xAgsOvzaxMwbUbyH16uVtZgtnbaaUiouuN3kTzpkCKmBJ0wIinl9PzgLqz47Am9Wz8UJs9ow5aXbgZdfhm3xYrwz7Ha8VenCBZ7I3VtDXZerrqK/jZuocrnoPvrjH6m2dW8plFpaimdaL8VblTTndZ7hgvPzRVo3M6O8Zm/dWEBVsPLwX+CDroPx0juF2Pl6Nfo+aYEzz4ZJ3rG45tLrMNs1J+KhGX320lL6nq+fWLqdzaSU3a75IRrmtnuvl/rAgyjvq8cLwy7Hj+a5sPVF4ONFQBXq8VL9IVjdPRy9yIHzWz8mvTgO14yzWEzyerFo3mNYsOFOrC44CL1dw+BsasOkNUtwzbHLcOTPXFi5XLgvAnvLzvbG/EWLgAUvubBaORe9fTY40YdJ6gZc0XQfxt1wJO7MvQn7VbXhkpw6VN0wD91nugBKbSUple4DyHYkUikFRCClystj/wdmEaVSyu/XdulS2n3P5YLy0nL8YEstAAXe3AI4b9nbTa+uDpg3DwH9xPMzFxavqcQVTxyCVhvltHl5QMP6VnxWXw7YBmPcKDtGlPvgWVWPFV0H4oq7OnGf8gZm/zlycIwHZne5Fi0CrrioG63bKlCp7EZeoR0e1YkV20bgiv/OwX1zKBivLp4FfwBQ16yB8pe/YN/2rwGy3VNKvG/DKaXCXSNxM3HtWvLMv/NO4N7356DY2Y4RPWvRG3BgqzIaG73j8MlzdgwdCswYMg3X3P1XzL7q4NCL9SOO0BbIjPx8Il4vvJAW/Dt2BB9IlDBK7IYMoYWBz6fdKx4PsGIFVYrcd9/eRGQvIxcIACunu9C0rRsVH72AozfWosDfgYDNhq6yGiy5+t/AQ7TeysujY1372MeofHURSm+/gSa/hQtpN/mAAxJGTBmpj5KNnh5tQRsNKWXULVD8/ptvaD3d2hrhmoTBokX02tZWIL+0BJ0duehqVrADw/EFbkFt7um4bV5L/zlPuB7/m+DCkPVuUh9dHULdd955tCN+4YV0QrZsAU47zfzJiBKhKs/5/HWf6QJG+ciYvaFB8+b5y1+A88+nMkReTIn1zvyZmNj/wx+wYOvPcdYLP8EBO1bAfsqJmNM3GW9Uz8P0C43HarSklHiNornOiVRLRBWThGPlapyNG0ncM3Qo8c2RyA/Rm1K/91ZYSMTiga0fYeqnj0PJzaWkad48XPsvF47Z4sbVz9YCU8Yb74ID9KY9PRTw7r+fDvyAA+gAr71232vF8j227Ut65z1VpYva0UEnuaaGJuBDDw2tLqythe2geXiryoXO/YEzbDpC7rzzKO4vXIhFty/GFYVNaLVXJGTeMPsebHKuKOZ9fFgptWtXmG7UUSLa+yIhG3VMEM6aRaVO++9P5vMAWq+7DXsmHo2aBx/Gm2Qjhe1zb8aUb5+H95u1QEsHako2wxHog8cTvgQh1HX57DOabktKKLeLi9RWVSKjBEIK11wDj9eBN/6tjcueHtCmRCjfwL1E8aK7l2JB4RtYtnTk3hJZH4rUDoxq3YJcpw0riqfjiv8W4b454Y/1ww8pxLS10fxfWUmffeNGmve37zWMl0opDbm5dJ0MSam5c4EdOxD4021ozB2Gf426AT/Lp/vgP3ku1NcDTl8jKh07kOfvhCeQhxUfteKKzaUpiUlmseisv+GKb36BVkcFKscPRV4h4PGUYMWmwzDvnUmonrwbDcpQjcAtOAbXnFGJI2+dg7rHgD9f346etgLU1KjIy/HD0xzAirapuEb5K+Z7f437fBdg967RqHrwSsDlQl+r9r+TWTGUCZCkVJqREk+plhbadte79TFiMY4NZaw5eDD9r08/7fcnRkqpcD4QiUQ/UioQQMM3ezAIChptQ9GWX4PXa26kit+5c2mRfUbwInviRKC5eQ5abVTaz17TDR15sNkVqDY7du8GhgxxoHBkBQq2bsOW7krc9eoEHHlr8iZSs7uPgQCwYIGK1q0dGK1ugjJ4MDB5Mgrr61Gwax227JiAu+4qImuX3MGozxuDgH8T7EuXAscdF/Q+YpDIdqWUmfI9M9fI5SLBz/33A08/TYlSfp6Kibm70NbtwAaMhw85yMu3w+ulhH2FfSSu8P8e963+FCFzr1D3tc0GfOc7VAK4cycRU7/6FXmQRAGjpLanh8rvfT7KpfPz91XLoKCA+IW77gKOPBKwuVxYtKYSC35dhNWB3ej1qHD6D8eEvtvxC/vDOHBUOxqbbfDXugG4kJ9P957bDeysPwJHff8oHOVyAR98QAe0ahXw8MP0fTiHfpMw6miXbLBKqrg4OlPVcEopVSW7p7Y2bf4C6HpUVFACfsstJPwIdS/THELXurQUWL8e8PXlIhddyEUAHuRjGWbi8lcduF9cEOiImZ4eQFEDaDxtHsqM1H382oYGUgesW0d/dM455I+WJE+pk3bVobjbBgjeD3zdq//1V2DxyxohBWiEFKAtpozIUN1n9A6uxo1T/4uXvxwB1dMLRVHxyThXyAV0NJ5S4jUaPZp+5kV9v3tPOI2JVFZFF5O0Y21p0fqLcGfejg5z5Ee4hil8D+3InwA1NxdKXh5t0rlc8D9BhNXlZwLOwkBoElt8/pRTSAXY3k4362ef0Vw6atS+/Zv29hR23nvmGdpk2L2bSu8GD6aTuGhRaAUtAMdKuh+9XvRXpSgK8JvfILB6LRZsvwitzT6MnqVCVRXYbJHHkwifj+aW+nriy/h6RHoPsSulWXJp6FDNz72tjeapeBDLfZEQn1S+Hq+8Qj9PmUKPLhe+/hj4+KMAqv6jvXz0R27Ue0rRljsZowMbMXvXM8jpaoWn8U/AKGMmRX//8Tnm+26v7RoOPDB6EjIItbU0P6oqmecXFwMOB3Yd6wL+rb1sX9wKs5G0aPVgXNH0e7Qo5fs42JwCOzxd+ViP8djPvwmj9i+KOC4//JDCSWMjza/t7XT7jBhBt8/GjbSMCQSClVLZanLOCEtKAcDSpfAPrsYX3dOgFBbAZqPzv20bYOvpxOicbVDGVgO9JSjcvRsFXd9iy44DcdddRUmNSWYRqN+DBe9NR6utDKMn5kEtssPno+veN7wI33ydj52bAzhgmkCsN4zCvGdGoepDYMVSL3p6C5CTUwBvhwMjRgAlw4CCXfXYuKEM9+FyHKp+ilJvA9xwwQUtnTDaUMk2WNRdIHuQiO57gEml1Lff9jemjdU41si8EKCFYX294YEYKaXC+UAkEkHlewDevGkRyjZ+Adhs6Ckbhpoq3z7zc15kL19OG4UjRtDjkiXkZQvQLty6dUTOtHTnwac64PdTErRiBbC1qwLduWUY4mzHtztLsXJlcj5XqGPl5GHRja8BbjcCARKRfPFeG4q8zfA5C7ELVejdtgeoqoJSXY0hvdvw7adt+0Ru3xYfgoAf9MGF/3fGGRTML7qIKsCWL6ekJltJKaPyPb6X+/qAjz6KcI0WaX8/axYFpc5OoKdHxRjnTnQ192KVOgU9yIeqKvD3+mC3UyCrqADa7OW469uTo+df+N6/9lrg7rtpi/mJJ+hnk9AntYWFlOAFAtrX6tV0n3z9Nd0fikKb+N9+S88vWgRc8d85WO6ZiEHt2zGibwMG+VqwAtNxoeNxLLnzQ3SdNQ/7La7FoWvcKCzUDn3YjXNx1MN7E1hO2jdsoJPjciWkQ5uR+sjoPCxfTtWQy5fHz4XF4icFhFdKdXbS+1ZW0jWorwfWrKHr8s03FCYWLyb/eHFMili5kq7nkCFUAdXdDfi8KvqQC9XmgNPuQ0Al3uauu3TnQbgePT3Am9Vz0XVGGAKAY8yFF1IJS1ERHdhFF/V/fRymtozBgwFVseHIdbVQH9fimqc7gCvX/ALlD95GLJzdTidx5Mj+GSQ3kogwAJxO4OiG5+B3OAEoKPB3YM4ed8jXR6OU4mvEu/6rVtEXe7byvbd8uTZmH3uMKiPNzFGREDEmCe8lHmtXFx0Xl/WrKsXtffNcm8GYEhDOmzInh85hmXcP4NirkvL5oD7u3ndO/T+NYr748EPqdjpmDI2BDz4gouqyy1BcSAfY0aGVkB24PP7xCcC4ucB771EZ4Zo1dJKuuoqY5XnzaLyGgsuFPSfPBbB3XM2d258MKC7Gyh//CasD+6HS3gy1uQVr19Kc0dnZfy43wqJFNKcsXkxzzDffUB61eTP9Ptx7sFIqmq6nOTlaKW68vlLRjGURCdmomzuX/B8bG2ku3G+/fb866mEXht04F48/Tvf1ifVu5D5Vi1rMw2cPLIXz+qtQ2rsHs1rexOA//kq7+XXQ33/r11P4XL+e7qf8fLr/enooto8aFfk+7IfnnyfZd309jcmlS/c121GeCB7LkdTIgQCw4JuT0Worx5Ah2uv7egPwwY4e5GOzvwbKju1hx+WiRaSQamyk+cLppPduayOlenc3Pd/YSH8v7udLUooeQ5JSn38OfwBYM2jWvnO1fTugdLSh2rsNSnU1ekqqUN9VDL9qB+w2FHbuxtIPO7Fw4d5x5XZj0Y2vxXTvxYuVv38e3/omoGiQDVs7y/DVVzRnLV9O90oAdvjUHHR0YB9ZVVJC6t6lSwGfX0G+MwBbjgMtLTR+GhuB3UoV8uDBGkzCN/YDUWLrRN/v/gy3W+vCm+2le4BUSqUdKVNKVVVRRKmtpRVkTQ0lUu+/Dxx/PG0nvfIKZQg2W+THMWNoC+KeeyiKXX89sR4vvkj/q6yM7jThQ4VTSiWkS0kYiEbn7sdVHPj336MK9Xh/yI9w/7RH8ca5bsybX4t/3gbcW+jat8j2+2kHhUgC+vvt2+l8K4pxBwq/H2huVtDsH4Hc3jaovQq2fLAR06ePTehnCrXLFbT7+OYBCLy2AHffeyy+2DMC9R1FaMBYwGNHTq8X3d5cjBsBoKoKeQGgodmGri4aDmsGzYI/8AxyliwBVBWLPlYMFTFbthBB9/nn1Hwi2xBOKaWq1Cwm7DW6CzhyXR1sDhve+ty1b0Hm9HbC0bADW73D4Icdit2OgKog4AtA9Qeg2GzweoMT+unTTR603juFO5/9/e+0o+l0ArfeGvFtxKRWUUid39BAb8X3Rl8f3X8OBy1ERhc3oSjPi0ZvFRoagAceAFp3ezDasR2K2gnYbChUuuFw5mBPoByPPgq8+qoLL+wGTnmtFgvfAmobXP0FAEOG0GqkqYkWaFOnmjwZ4RGJlErGbl4snfcAY6UUxwSfj65JXh59v3279pny82kx5/HQWOLd8COPDFZFNjQAvU0d8DQBHR3FsMEPBSr8cKDH5kShrQfw+jBI7cK335aEHJN8fCFjnpHp/s9+Riq+Z56hEk0enwlqKV1eTooZADjgn7VwKIB6/An44+fnY2LHUqgVe0/SzTdTFzaTqigjzPrWjZH1tWiYdBRKvY1Yu3MCjtuqM1IXwPHL66XkOFwpQ1MTjcOcHFpc8uJxxw76XXU13Z9XXEE/ezz06PfTuldRNHVdWRmNxZtvJh9XTgF4HhNjtqLQ/7r5ZvLHHjaMphVO3Hm+W7CAfm5poePr7aXXrF9Px2CzBbfIttvp9/p5Tq/Y5Y2nUJtb329244jGl+AbVoXca68E8vOhPlaLE3fTdTdNIOjH5v33kxG/zwf861846eO1eLmgFu3tNdixgwiDEW/XAr+Ib3wC6G8+uGIFXZg1ayjI/OxnxqWw4s8C+inIDdBUNh69tgbk+erRuskJj60EsNmxfj0tFEt769HYXIiGhuJ+Y3PxYhpnu3bR+MjNpfHm99MiLi+P5ri8PFq46UtnozU5Z1RX0/vt2kVzcSwwlV+FUOIkTD3+zTf0OG5cv8mSL+enl7lxlKcWdSPnYewNrr3P34w3X8vH8V/cgdwV/yPC9OyzKSgJaGqi+byn04sd3eX77tfubvq8Hg/dw62tWs4bVb7xzjvAb39LhNTZZ9MJEw5+0IJanNinzbuRSCk9ieb1kuJWgQrY7FBUFR1qMTq3bkW+zYFGb1W/MSVeV85LPB5tnvT76bzYbNr3snxPg7jh2g8+H/Dllwj4yQJEzJ38ARu8g8qAqirsWA90dhahoXcsAAXdyIe3Lxe//jXw9B1bcZX/C9xtvyamey8eNLyzAs+8XowdvUPgsOdCadECHOdPAI2Lbds00runR9uEVRQHAioQ2Ht+AgGKbdVKPSpz2rBWGYf/DL4c02y34Jz2h3Hf/BF4pp7Gf7aX7gGSlEo7EkVKMSMdVin1ve/RC268ke4uVaWMYMUK+ooFPT20UKiro53DCy8E/v1vmuUbG4n8El4qorMzNSbnqKtD5Q4qyfD5gANevBVTvMvRObgGawsPxrGb6xD42VxUATj0dx/hofrTUbVfCfx+CoCcYHBXZVWlnbvycpqcNmzQSDWfjybRnh6gpcWOHqUQPp+K2/7cjC8aAzjlVBtmzUrMRKonBDZtoss6ZgydfqcT+N+OkViFP6KvtQclxbvRqJTBq9oRCNjhVexAHxEbOTmAp6QKudBKRTYWHgh/wAk0NSGwYRMWLBjbL0gUFGgS1gceoB1Rq3Z3ShbE+1ZvdN7ZSSUcfI3a2miMVFToErwZFaj6110oagOqqlw4uXIpXl5cjj6/gg4UA4qC3FzAZrPB3xeA16sioAawY4cNY8bQfdTUFEX9vVGpxuWX0wG73dRh6kc/iph18gJYUSjw8vzDC1e7ne6XkSMpMWltBTY3FqFK3YWcQW1YtqwEXyzxo6RzN9o8DuwMTEKNfTcG5fTsO4+sSDyuzoVbRgNF+QE4HAZrLEUhtdSiRZTMJ5iUMkqYY/XuiYRYTM6B/qWGqqp973DQ9fB4aLzwgsNmo59zc+n3NTV0XW+8kcaQSLZVVQEtXbno66UMLAd9yLH54EE+1IAKb0CBYlNQ0FGPVp8NTU3GEgc+l2JZRBCMDG7nzycm7fnngccfB375y34m0/EgJ4d2Yt+CCxeeAlTecw9w1dWY2OFHt60YhUPKgF9frZXrmVj0G8LtxkEravFU1TwcfnAhpi++H605Q7B0v6MwOcR7ORw0xl56iaoXw5GfFRV0LTdt0q7rkCE0pjweup59fXSKR46k8V1fT7Fs1Soaw+Ji2u+nDYcrroisWOnooFvP4aC4yCgvJ5IqL09TE3Is3b2bSCyeM/Lz6di8Xnr0++naiMSFERFcXU3naNQo43P+3e212JM3EqUVKnInTgSOPRa+PmDOb+ic5+SYuH5GZOnll9OJ2bvSLduwFLer38ObhX/AUds7MGd3Hey/jn98Aggec42NtKm4fTtd0J/+VCtb1r8+hKzFjAKvogJwFuXC05SDPX1FgN2D3NIC9PUp2LahF+1+Ff5CBbfdRiRQsN0BXZMRIyj29fRo+5qBAI3RoUNpXObmagonRjyk1FdfRW92LsbPxkaKzRy729vpPJWXRyZnEmZ0zqQUq4B1cLmAVdcG8B/bPHwz2oXfC0Ps48N+jR2NTric/0ZBRzMwfz4C3R6sPPW3+/KDkkWvoKftSDTZi2DPo81IVdWuE2+Q1dfTEKupCU0g9sNnnwG3305v8P3vUxMI3cGv+QRQPtDGphhjjXIZzjfy8mjegBqATfUh16lAybHB06Mi4FfRqpZA2d6I3EH5qKgIdnkX1b4dHfQ/93WfBF2zvj6KhXl59L/F45JKKXrkTYMgfPMN0NODvvwSbLdNwMS9uVNZGeDJKUZLbjGGYq/C2uZEu5oDqAHkoRcOJ1ASaMGKVTmYN+hP6FKKkZ9PccTjoTlg1KgYiNEI8HrJu/D1/wbw+RM5aO+ciYCdkqWKCrrfCwspRq1fr22+5OdTbPJ6tfudxxF72fFaytsbwCBnKwLVNbBvDyDf3ofukmoMLd6Fi7wP4pPPgNfhwgk73UBdICEK/0yFJKXSjJQopdgxt6yMZnWvl+6WQYOoDktVtaQlENB+NvM4ZQrtXLe3U6Q6/3yob7+DzjXb8c1rTXAeUrNvYcwTOwc7USmVVFLKZkPFS7U4sQP4qtqFGZ7/ASOrsKFgGr6z8Rm8UTWP5MkuF5RVVbA/ZtsX9Hw+OrbSUpqYtmyhj1peTl8csPm8FxfThAnQZv6a1Tko6NyDfG87Fr3YiEWLKzF4MKmyTz459KLTDLkgBujmZqCtoRc+v4IvmnOhKNqE2Zpbgsm5jXA2NSGgliEAO+w2Fapih8dDf1tZSSqIAw/UzFl9tlx0jp2Ows2fYeWza/Htt2NRVETDqb6eruP48doO6Jo1iQkSmQZxd4MJDLtdIyn5Gvn9pBRSVfp9aamW4D3deSpK0YK5ai3G9O3CYes/wAbHr7A0MBU9aj5U2GC3886eA4FOP6Co8PnovBcV0XufcYZJxY5R0NvrIYLOTorSv/0tlfUJZQN6FBdrC11WUbBQcs0aSvrsdjovfF+0tDixobMGxU2duP8vnahvzUeDOhQBVMPpCKCxeigGFdSjYv0uBHIA797dzpUrga9nkKLB59M6YwdBJKUShFCeUvqddCbneDdv82byUbnxRvrs0Rh0xlq+p1dK9fVpPkRFRVSi1tCgLfhzcrTpvKeH/t5mo3G5ZAnNcbwQ6eoin7CePicU+OGAFzmKD3YbYFcD8PqBPlsuSsvscBRXILcn0G+RyWC5ekhSKlRSVltLK80vvgAOPpiYjgR25Bs8mOa/HQechMqtV0P1+dFtL8bCEdfgsl+XAefr/k+ERb8hAgGsOXwe3truwoTyr+D3AyO61+D1mX8Gphi/19dfEzmrKMDkyeHJz6lT6Vpv2ULnd8wYeiwvJ4J80ya65h4PEQViHFZVGsdiX4tAgK59VVWwN5KYgPP3O3dq9ztvXHCMaWzUVFF5eRRzdu7UCLLycs3/KjeX5jouEePjzc2lz/W3v/UngtesoWsn7IMFfYjPJrlwwFdPI+D37pvTes924Y0FpLYwRSCE6nJ6/vl0oC0t6Pr366hc+hnO+/AiNOcMxcv734CDQhjYx4Qf/YhYvdtvp5NZUEDeZhdeaPz6MPeGGaXU1KnApENLsOSDCehp88GmejGxaCcaegqxq8OOnRgCpdMB20YimPh6LFlC133MGG2OCQTouhYUaEqXbdvo+enT++8jiHlVNOB5M5ryPT3R6fPR8XMZF+/tKgrFt3DkDJN8cee1EUgptxv4fPJcOBxAQBcT8/KAF2quwKTLzseJH9yIRa+0YsGt07H6ngb0DhqCnJ42qG3T0eMoRF8gF6OHUj7a0UELcLsd+zYsHQ66t1avprxFLJE0xKpVwO9+R8HH5aKOpAalEEunuPDmGu1njluh1MennUbfd3ezp78KBXY48uxEAjgUBAIqmgOl8AXyML26FVOnBpNSnDcPGaJt0rDvEc9l3ICpqorGZHOz9vfZrpQSy/f6rVM+/xw2AC3jDgY2K/vy4QkT6J7v7tZ6RfT2AlDopHvgRH5vD1obveh2lKGzNQ9+P51rzplaW2ncDR8e/t4zuzG7cSPw+uvks9neDmBPA+DpxZFDtiN3yHjs3E2xhIdtfr7WebCkhHpcAMFkFSt9/X7s8z7t6gJUAIHBldgTKEelcyt+3PFPeIaUACUqhgwejGn7B3DiM24c21oL2BKgqM1gSFIqTWCfcDHWMCkVi+94WFKKZ9S2NpKaqyplCoWF9BhPQu92U8ehbduA7dux6Bf/Qsv/BmPoru342y2N+KJUWxhzwCkro0MSPaWSKlt0udBRD8yZX4uar+qBwR5AUVDcuAkvVV2Kt6pcuHhvzXzFT06E8yU6Ni7D51pmgAJYdzf9zumkazZkiEbkDB5ME5LHQ6+pHmbDfeduQs3zf8NrHbPxVt5FaGzMxZNPAk8+CRx0ECmrZ8/WzoHZcqCKCi1A79xJtczdvXaoUJGTq+xNKlT4e/1Y1TsCTlQiF14EFDvsOXTr9/XR3/b00ER76aVUbsZonnAIhm7+DB+83oPt27XE0uej8cvJIqstIu6eDUAYle+JCysui+rt1RZv27drhE5uLo294Te4UP9aN85+/hY4FB+uKf0nzvPXItCaC7tQKurzATl5dowbR4F6924ar9dfT+OxujoOxY7DQcnk9dcDX35J/lJ/+xtJKnRYsoQ4K27bXVlJ9wqP45oayqmZrAoEBFIk4ECHrRglHdvhUCvhhQMB2OEP2GBvAwKjq9C0FSjqbUGfJx+ffFKC994L7tRuKCrhCXXVqoS1XgpVvicqFVtaqBzFbqdE1uGg6XbxYprHi4ujK+njHf5YlVK9vXS+xWNWFGrGtXw5LeBVlY5Tv2Gwdi397PVqRus9PTRmuSW0w2GH6g2g15uLPJ8HNpsfAcUBm2LD8OFAQ9tgTD/MWKwmyuBDklKh4HCQEnfKFPpwGzaQdMjrBU480XCcRoOKCmDThgBqbjwP8PsRKCzCLmUs+grLoOgJKUa08XPuXGzxAXgK2DNoPPwBBYN8TRisNBm+VyBADTJZpeF0UrwpLaWdY30pw95qazgcmlcKx6Tubnq+qIie37NHW0DbbJrid9gwLafo6qL/96c/Rd5wWL6c9rkGDdIUBV1ddG9wiaDNRsfV0EDP5edrx8Yl4Tk5dFwOB80nO3fS30ybBrz8Ms17I0fSfZeXR/9r6FDKK1at2tc1Puic7/xgHaavdKMvt2jfjeXzUemQogDXmSGMwyVle69d/Ym/Qs6saajs3YYy7x40TDnGxBtHgKrShPPaa+RnxaxJbi6t+EIRUhFgRills9G8ddanRfB0elEZqAe2bEVxfhmaC0ajs9sBm0rxPyeH5ofCQsqLGhooPnH3Nn4/VdVK+bZvJ47w6qv7Lx7ZUypaIkDswGcGRorX5mb6+2++oRjA52rnTrr39OoucTG8dat2D8YMn48mY8CQlNKL9vQxkdcTnbZBWPTDu3DFwia0qn5Utm2FrWcHNvhGo0Othi3HgYoKGlJdXXQ/Op107p1OGl5OJ6X4nZ1UBlxVFYZw27SJ8ofeXgo4114bMg7r88WenvDq402baFytWUPne1CJHb299HveYLHZFXT581GCblw9rwU2W7B0kvNmsbMjk1I+H41jvnas/Jflexo4v1u6lLjwoHWKZyauKVuJnNGzgM1aDMjJodxw+3barONNMacT6O21AQGyAejyOoF8J3IVGgsFBTQGAgH624YGbXwaKSsjrZ06O0mp+/rrNIYYFUW9mNPwNL43eTGG33wBFhU5cMUVFFuHDKExyENYVYM3PkSyqrSUfrdunaZSBgAVNuzylKO6GrCXjcRbnrm4oOUBoKcdsNkQaO/AnPrn8elB8zApQRtsmQpJSqUJbA1wwgnac05n7PYYEZVSqkq+B7t2kYfUs8+GWdmZBP/91VcDmzZhUe16XPHoVPw0ZzWGOYAJZY1YV6wtjA8/nP6sooICfnd3isr3AHh+7MIbj6m4aP1NwA4yTfp02qV4q4M+Ny/Kpk6lSezjj2kiLCzUCCnerZ01SytrYaPEQw+l1zQ00OSZm0sJ/NVXA7OPOgzY/AQu+3YhLjmsFYuPuRGvvUaT+pdf0ldREQXAIUNoojdTDiQeq9cL9Km5sNv9CPj98Pts8PloizkAFSrsUJGHYc4mlNjrsdNWgy4fZS0eDymebrmFHkXsGTkLja0H4sE1B6PPqyI3V4Hfr+0KbN1K145JmLC7ZwMURqQUQOejqIjOydq1wZ2z2NNHVWmc3HQTzQmvvz0INtUHnz0Xs/dvxuzhxXj9dfqb9vZgGTOV82llKx0d9D/6+mjcxlx/n5tLK9Crr6bI/etf08AbOhQAJZIPPECVIwDtGG3frinzePexrY0WjtXVdF80NtJYISJThcPXh+beQQhAIfWew7ZPldHbCzTnVKGlrwgHOpvw7rsluOACE3YpEyfSAbC5VWWl6esYCqHK98TSRW4d7ffT+fZ4tHKkigq6j6MhCGMlpcTx5/Fo3kCM6mrgzDPJeqa3l66Xw0EbBWVlNC5ZTAvQAqylhT5XIECfY/RoOr0VOV34dmM+ulAIh+qH3W5DTg6d9iFDtEWmfudy7FjteKImpQBamI8fr22VrlxJ7MpTT9GEeOKJ1C20pCTye+kweDDwf2svw6C2JcD4kdh83+t4/dJ3cOrO0H5PsYA/d6c/H+2lI4HtWzC8cw2AI/q9duVKGlOc4O7YQdekp4fII7GUYehQunVLSiiH2LYtOE7xuR8/nsbGrl10jfiezc2l+UNUTjU0GKtYjMAxacUKTS1VWEiJOo8jRaG4wRgxgh63b6e5tKtLm+eGD6fP0NxMrzvtNEpjKivp9Xwe+D1yc2kuNFLsjuihBX5b1X4oVxWsXEE73B0dtJhIlKfl0LeewGZHBQr8HSjytWLuJxcB6lux/YOGBuDNN2kVxa38ALpRq6vpgqtqCNloZIhKqXBeZRMm0Fjz+XKQ0+rHdnU4cn3AlMMKsHo1XS+Ph+LcuHGaRx0rbPLz6XqOG6d52fFYKCig3NBoTozF6BzQ5k0zSikj76hAQJvDOaZOmkT3oddL001Pj3Zf6BfDfj99xrjCD7uNFxfTjSDAqIpUHxN5junqAtzuXLTmV2H0yO3o3gJs8NTApygoKrPD6aR5gXPavj76l4GARsbl5ND1Z7KtrIxi2WmnUd+JfURNfb2mtt5/f+APfwjLzDEpVVREf0LHGt7Ha9Agrfx85Ej6nFu30t/bbEBJiQL0BjDKvhuHfHw38IvHgo6B56j336d5r6KCPmtHh7bpWlxM+/WTJ9PfSFJKA8+x99xD43zfOqXLixVbqnBF469wZhfJ4vm8cbXJ6NE0rFtaNFVaaX4vnH2dKAq0IV/tRgEcsE+biC+X2/aNNfbv3b2brnVBAXDIIcExKRyZeeGF1Cx12zZtzelwUE78ve8Bs964A7bO94j8nTMHsxXK0/ie5vg5cybFTFZtGZFVpaU0X27bpjXtUBS6hW+/ndZ3b8GF6dXA9xb9FvjyS1St2Ypnqm7G7qnZTUgBkpRKGziAPPAABe2qKtoNffzx2OwxgkipvTKswM9cWLlCxchNrcjZtgWFvS2wlZVQwi4eRCzElC4qBto6sOCRb9GKUti8vbArfSjzNwYFkw8+oBxq8GBiklm+DSTf4C0nB+i1FyDP10UzRE0N/jfeBXxJv2dFgc1GXTnee48mr2HDgpVPJSXAbbf1NwDmydFYNqpQR5xLL0XOB2/j2NO+h2PvOAi7dwNvvEFrrD17yCrl668pqRk1iiY83nU0IhdsNuCCC4j558WxM98Of68PHi8A+AEoUKDAofhhc9hQeWAVijrrUb7rWzQOGo1tnWUYPpxK/mfP1jriMJrya+BuOA8efw5KCn1o787ZV2LBO0tc4jhlSsJsfJIDlicajfMY5In8diKRx4mg201riOJiquy4/XYa8zk5lEht3Uq/HzkyeId40qePQYGKFmcVivwKmlZuxwEH1OCqq2iX8KWX6O/a2zXi89RTaUyyuTiXmHJzsJjq77kk5Fe/ooP99a8RuPc+vPRhKR59VDNC/dGPaAr44ov+AXx6+RZcPedbHHnrnCCfjltu8qOmay32eIvQrhQjV/HDHwjAvtes1O+nz+jxAA5nEY74SRGmTAnZ1Ty42snppJXP2rW0xZ1AUkqvlGLvno0b6RiKimh+WLdOW3CxSiwagrCjQyOToi3fy8nRiKCenv7HzB2Vpk2j4wwEKJESF31FRXTqcnPpi+fooiJK1AEaX3eMfADbdu3EP3EhdgSq0WYvR6/qxODBGvFmtHM5diwldRUVMSgJOO78/Oc0AB57jP5ZURF92NWr6euBB2in4KSTaMVrctfjmM/vwJSGf6OzvArO229H56BheKvKhYrBwAHxbODowCqG3l6gsXwinNiCqva1MCKlmpo0ZaqqamOjoYHOoc9HBPDHH9MGR2cnLabuuovihxiTAgHg3HPp3ho0SNtwaW2l8cALcZtNUwuXlBirWIzAqhr9LnNnp0ZqFhdrC4OammB18fXX07jlea67WyM4xo2jv2tro//T3EzHyn1bWB0VCBgrdod10tb4u96j8doZNEy6u2lOKi6msRp3m3G3G8XP1eKN6nn4vHwO/rriBNTsXEonhU2eI4FNTl57TZO9ATSBHHccnYS33gKuuy6CbDQy2Kts7Vqaw0Mps198kcbB+QevwnlfXYum9hxUDFbQMOsXuGTzifsUex4PPQ4fTh+DS1lUlXKa/HxatHV2EjnFz7FvYKjyvVg8pQDiSCIJZvXenN3dlAf19dF4ZdVpTw/lr1u20O/HjaP7gs3cxcXwnj309cEHcYwrsXRP9wFCVZGKMZFzkfXr+fMp6GnMw3p1PFSoyFe7Mda3DX0jJ6KhIQf33kvXi+eKtjZSQosx/fDDgYsvpnP25pt0ny5aBFx2GfCdg1qh/PrX9AZjxpAHYIR2YtzpuaaG/s+6ddq1AOj6FRbS/cm5zJYtdB24OqGjg14/fTpw+ukUW++8PQcNH+Xgha/G45wXX6SdmL2w2YCjjiIPdr+fiJLiYiI8Nm+muebcc+k4Pv2UfuYNdUBT/8RS0ZLoHDQdyMkhwsVupzizjzj0d6LAWY8tvho8/04JBg3ScieO85WV2nzf2AhU5rRgSNdmYEQ1MKiaZK5dHnR9Y0dF+QTkFyj74khlJY1JJrQuvFCLSUbEcl+flku1t9McdsABdN+efDIJQkpKQEHzg/foj668ct8Hmj3beJ23eHFksopJzR076PiKi0nMMGuWdh6/mOLC9zb+HVizBo72Znw6+hRMzkvmlcsMSFIqjXC5aFDfeisFsFgJKUBHStlsWHT3Uiy491hsby/Bfdv8sPVV4S859+GqnOcwW4zwsXhi8OuFg125qRire8ei0rET7YFS+LwqPDsa0TFor8+S0ogd23JQWFiyT00jelkkm5Ry7twE1+Y/AFCBkaMAux1Tl7vxJYKVUgAlS+PGaTu7/ZRPexMMowV+yEX/hAm0rfTSS8C99wKPPoqhQx04/3zgvPOAZcuARx+lHNRup8ls507aJRg+nJ4zIhdWriRSZPduzSvG5rCj0NsFIEAlUUoOnE4VfXDQ+a6qAlSga7MHB42uByqr8P77lFjozQtXr1Gwum8chjp3w1tkw9ddlQgENAM/gM6R02l+4ZI26DsXMWKUJ/LbHXus9lxBgfZ2vA6eNo3Iwz/9ia4PS+Rzc4k42heo/vEPVG3/Antyq3DzoW/j2tn/Q8+CBpQ5AjjttJFQFOKI9EHy/ffpGkycSPNJfT2N3fx8LUk2ZUyqR0kJ1XJecQXWrVWx4MgVWDPkKMBux6RJdL0nTKCXGgbw5R/C9ngt8OQeTN97vt99qh59W/3I9zZijNKIrSUHoDOnECMcrdjTALSrxQDsaGujOW3kSCL0QsFwrpwyRSOlxIsTI4w62gF07vPzKfHhdtkej+YnxnPb9u00VkpLzRGEvLtfWhp9i2BWHnR20vyqV0p5vZSD2WzAT35ChDZ3GuKdxcZGSiJHjdKSf9Hgt6sLyO1pw5CvP8B3R23H3AfOwsrFO/DB41vwpP8cjJs0GEcdFXrn8quvtPEZFYzkARdcQAdbW0vdnSorabW0di0t7D/5hALQsccSQSUu8PQLhN5ejP/6JTTnVqG7dD9U1Neje6/Y6ssDXMDhiD5OhgBfV48H2F06ESPxFoY0rzF8LZOfrITkccXqFu6YdfPN2kLhD3/Q5h9xnAUC/ZVMAI218ePptNntdH2czv4xzwxmz+6/y8yEVE0NhZ+ODvrfnIpwY45DD6X/Kc5zBQVEkCxdSnGypYXyJR6zwF7fjr2+RaEUu0Nb1+Jz34G4/fPjENhbFlJSoqlM42lMAGDf+LRdMA9vu6mL6hOjbsavO26B0+2myfIXvwj99xs3EhH19tvaihugAHLyybTV/5//RJbIRJFALl9ORICqal4temX2rFnAf/8LoL4eP8p/ENN/NI5u4qIiLH/vP3B6DkUgUILx4+n9Ghs1cT6Tj6w+YvKxqYnGwV//Sib6r75KyouHHw4mqmNVSg0erG2aNTXRz6EgenM2NFDepaoaEer1ErHT1qaVtxYU0KL2yCPJx1FcDPv9NAaZ0Iq5S1gYPykTVaR45BF6bG7e+/na6rFlJ6Dm5dGiuXM9bF09sH2zDI0FE9HSUorjjw9+r9mb3Fi5tRRNR54WtNF68snki3rXXURQ3PoHP15v/QxXFXowbORQ4M47I140VdVyEial9h1rHv2uvp7+36RJ2jltbaVY9JvfkK2gkbrvgosd+Mu6ajy18wSc8ti9KD7ppH3H09ICfPQR3Y4OB42x9na63uXlRGgyWW+3023FfmIAzVkxN3xNcA6aDnCVCxPPa9fSqR2ltBNxODiALTvoozKBx+uF3l7KhyorgVGO7Vi91o7Bo6uh8O7bpElQv/kWDW1OzCxaiisfOhh336PsiyPFxZqf2euvU3XJt9+Sp/7y5fS+3CGd5w6AYovdTpzT6acLHK/PR+sxgNZnnNDuhc3WP0+Lhqw69FAice+8k+YQJmEBYOLnbkqCiouB5g78ct2VWHzcEwm4QpkNSUqlGZddRnJ09p+JdROWk7vubuCj0S78qun7aN3Th2lD1sOpetCp5OFL/zRc0XcE7htTjqC8K5Z/qouKTU1Ar+JEHjxoU0rg8ykoQwN27gQmltQjr7ke3sA4+HxagiB6SiW1fM/rxaAr5yKndyeeKzwPNXfci8GfvopZD9yNXWXkKcGKgrY2ajxWWgrcd28AQ3atRNfWJhSOrMCEH02FzSFQ8+alUoQLL6Stsy1bgOeeo0UU6CUHH0z/+/XXtXbZbBDb06N1BBbJhVWraFFZVkY2QFdeuXcnumETivooKrQqZVgXGAtPIC94B7y3CiWVzfj9Dz7Dfeu+h+ZmmtiLCwMY17ESJb4mtDkq0Nw4Fb2OfOTZetHb5dmXaNntWu29zUYL2Lh3mZMNMXlvaqLr8eKLMXfv4pfffz8FwOpqWjPU1dHbvfceXeq+PrqOBxxA64pjjqGk9u67gYavdqH20i34xfFrgQcfREdBFb5yzkazfQiWbh4M5OdjZvPbUJ7IAVwu2BDAdKwE0ASgAsBUVFTY9tbmA9VDAzjQvxK9O5vQsq0CvcVTUb/Hhp4eoKIsACwPHp/uJ21hN+e6C4fgn/s/iBfe3Q7V50NBz2pc8tf9cOoZOf2S7H4BfLoLsEFLwiZPRsUf7oTT+yd4lHwUjh2KUTVle19cispB9di8uRu7/ENx4IH2fZ44+xDOwVL8ndNJA3PVqqiuZyiEUkp9+SUlN+x709enlW4oiuZ14/XSDuzgwbQQi+S9FmvnPUZ+PpFSPT39Sam9HZsBAGedBfzgB/0TqUMOoePjkkSxCk5VgYZNnZiursDUyl3A0CrYJk/E9OOqMXnYk3jjNxuxZ6UPa9ZU7du5HDMqgHFdK1HSTnOKrXoqGhps2LJlr7oFYa6rCDPygDPOoK8tW0hN8tZb9MFeeYW+hg2j8r4TT+y/QPjHP2AvyEWPrQg57c2A3R7cJdDs/CCOxbK947ulJeiziUTnjqKJGAmgrGGtoaxj6lRSl+3apSX37BfG3id5eXRtPR4ibLi7lB6hlExcbjthAvB//0fzedjunRGgT9zLyoA//pHIDu5eyzAqERTnkkWLiCjo7KTrwON7n1kuaJzxPVhTY6DY9flQ2rwRT3puQbsjHwfuHZN5XU3IVSuwOn8q2luB529ZiSNvbIKtwvi6hcXe8WlzuVD0PMWEAn8H1KFDgU6QNEMkpdxuuojV1URGsX8QgH3dUObMCS7dMnMPhDo23ZgMNLXgg3sq4PdORWEhMDWg3aMbRk7F5q023HUXKX0719djWPPXOPyOQ4CDZ1JzgZwcTL1sNib95ius2DQdJcOL9s1/omm03U4/19drc6VIdk6bRjZZmzZROBZELTErpex2ItR37aKvcKRURQXlnxs2aHN8aSmVhNrtNIfW1ND4HTyYPscjj5Cq/d13g1VWe/ZonlNMXsXcJYxJqcmTacXd0ECJRHm51jkDCDl38hzjcABOTxvaGzrQbh8J5DpRMxawqQcA36yCpyOA3L49qHj6SeD4y7X/73bD9ngtps+bB+jIKoA+zz//CTz9hA9P/mEDlrZXYl7ub3HeOaNwTkl5xMVlR8fejtYq5SzNLU2oaqlAXu5U9PTYsKc+gAN8K1GuNsG7oYyGbUsLPJ4K2HKn4oenAxU7gnMhSjhoev/Pn5qwaWse/rXhUFz6xBPUrRVkkdmxrh6zhrbhgbcnYtUq7fQ9/jidao7B3/kOcMQRdL0bGyl+v/kmkagxCQjEHHTPHnrzdeu0pDED/IS4cbvDQdOjzwe0tKgohxfFAPLKC+DbROuI0esbgGeaUdpSjnEdQ9DUMhV+vw1lZcBVh6/Er1oPw5becgzp2huHbMVoGHQgSgKbcbVyD2ZvORGznz8/aIiXl9O6+ZNPgBkzNKVwUxN9iV3v2D6jqEirXAgKry+8oNWEGvnyhcg5jfLw2bNtOPLwANY913/N+NxztOfAudeJ9W5MW1eH5Zdejaaz9oPz99fj0KbXEFj+dwC/TOblszwkKZVmPPMM7QKwsWeM1gD7GOlAgEiuVls5xozaiemb3kSBtwU9GIzR41Rs9pfHvnMTBhUVgLOiGJ7iMWjbtgYBFSj370FPWy/aO9phH1KDvuZiOBzaLqZYvpcwUspIHnvJJfjfikLMV5/Glz2HoOASBU7nqcjzHIjfbbkBo7pWwf7VT4DDpmLhQhs8HuB7RYtw5F0LoIh1J0/v1bQD/WtSeAXQ0BBaA19cTE7id9xBx3nccUErh4oKzXth6FBKyDZvpoXL2rW0nsrJoeD4zju0q6ju2oXvTduJ006bibo6YMWHrajq2AE4c4HKoSjt9WB8+1as9Y6FPcexbwf8oGkB3HTaVswYlYsG+3I8uHgqVj+yGGdsXoBbvlmNHLUXXsWJ9rZJ2GW/CmsCQ7HLUwxHfgAjxttQUEDMP5t377Ubsj5cLooOf/wjXYf99qNgFGMy4HJRAjN/Pl16Mbf4+GN6TXs7EX6KQqo43oyx2YDr5ypY+HIuju1ah96y72DlLjuW5h6D2ZvdWLqiBCgZi5nfGwFs/pS2krmupa9v3xibetU1mDRpNnI/W4QrvAswqns10NeLXtWJDcsn4YG8a6g2/6IFQLc2ZrcWTsJS31U44MgSLGsIDqKqSruJ990HNDWVAeOcOK7lefxyyEJULJ0M/OBPgM1E+ODzumABsG0bpgaASUWXYkXuLBQMHwQxP1CGVmLSrk9xUN9yDOoYhi3FB2A//9fAu02UOLz8srGDJb8//85moyyls1NrHxQHmJTq6tJ8V3Jz6XKUlgZ793R00P1QUEDy7UGDaHzs3k33bVsbPRfOey1WPyn98XZ3a4ss7mDW3k7Dx2aj/KqgIPSunxFx0dAAlOT34ervbYVt7RD6MJWVwPLlcI6uxunTNmHhruF4+ikiQH8V+ADfWfESSrp3whHoA3Kd2Jg7CfNt1+DTztnYULcIE15eENqZVEwKwxkb6e/fUaNoi/LCC+mivfkmDeidO+kmraujVqMHHUQS1Q0bgI8+Qn5bPRQU4s2RF2O8y4XuV4LPab8k9YADaHVqVPPCYxCguX/QoH2fLS9vNhQ1gMHbV8Kp7sL/s/fm8ZGVVf7/+95be6pS2Zfe0vtOOiwCilEUd0cdd0cRgVFgHNZucRkVFUFFbFFR0REEcRmVRXEccUOUFgSEpjv0kt47+1KpJJXUXnf5/XHqya2kK71AN+D35/N6VadTqeXe5znPec75nHM+J2AmCaadsmkdui638dhjsp4+nwt8qia4IE7C/PlyXhzujC+XyVQuE/jZjpkg9Wxg2OFKBFVZhgKyTNPF7RTwkcnItKnupC9/eZn7PnCA3fkFHLAW8AHnB5y/5fvUZPqwHY2s7WckW08gD9H+GOa/JfDlyq/b1OSUc1ZKkP1IpJjZpnkI2Bm54NFRSfc69VQ5f37wg+ltST0eqSt6/eslSlVu8Y6UImPbh5JDlYbwS2TSCkS4OlHJ+616mIDGrTH8Wg7b8BH3z+HByrfwl81nc7vZCji89V0eIftXUamxMfQ3vp4Nezdz6Z35KUxNZQupjOqVK+UrFy0q34m0slIoEzZuFF/9Fa9w9eMzBaVAAAQFSp100uyvC4ddGQoGBQNUS1IKmL7zne41b9kiS/nDH8o6K0BU6W4VDPB6n2EDmLEx+bBEwkVzR0ZcroTaWtFx4NqcPp8YiW95C5x9NgGfgDTV1bCyeZyHJhfgeP1URVWwJ4DTuo7YkyO02Ztpvfsa8GyDW26RGzuKYJ1Xtzjv4LW8cs5ObjL+jc0Nr+O2X4T442bZz6Xq2janO+yeU1o5afxh3ju4kTV7OnnRaA5Pr59270ru638VZ2X/yAq7k7CdIJxKwhBMEmGSSia31eM5B8iXv3e9tZWLXrmXT2xt4O6eM1h22y9xakfoydTx4P8MYgz1c/UFXXi9K6bpqCeekLVV6+j1Suy4UBBqzaEhWc+LL34W+NF554nAffKTsknmzxfd8g8ASIHoak1jimAeAMumP1fFiooUK9Ob+XjqJk4+sJn6m0bAMVlkeLneqWX3wVO4e95VLF0c5WWv8vP9Zd18/r4qdu7S3XPoxUHWv2iE9jufhC9tRq+upu3Nb552DW+qe4T1f3gRJl7mzZP9OjLi8orV1UkgXwU1U6kyGbTxuNgBIApoZmbfbKzpr3qVOGBlntf/+EdWqOd9PviOyORrG8/mO/ta2bIZzj14Pc2Dm7kmcDVbf/RasnkNLXULy9jG5Q99H+4M/8PIwokY/wSlnsehMjYVge+z4R1X/B8qwv2a4EO8v+cLLC48TQ1xmhnk8+OXc2f9Bh7a2f7MIjeHGS7BaT2J5lWEelIscXazNv04Byrb8DoRKivdtuQghsvWrXL+jo2V6ZjzTMbM6HdHB5v+VODy3I3E7SjrPE+xqsKhNtXFyZO/YpWznWj/gwQ/fx+F/13JrpENnJSDD/dehlYYP5QxT6XXmqb7t1hMPAYQTTh//uzs5K97neTCb98uh/8115SZQ7FVw2EBMPbtEx23c6cYcNdcI85lIgERTxUf8X4D/Ufb2bCqjsv+r4VuWnix8RT1sS3EosvpCpzKcns/n33VIyx4yXzqUl3Mf+pXaF8W5fkWzc+KeD21jw/grzQZ9DSQ0wP47SzzRrZynX0Fl+duYK89Fx8FGhr8aJpcy9CQ6OSamme5bs/VGBsTq8OyxJrs7hbW52cxLr1UyhCCwenZjqokdetWMWSam6fzT51xBpzzvibu+Z6X1/36Pwk4GTKmj2Vje9Dtg4w2zqfVv4tXdn4btm12CTJKmc63bkW/4jK+cvYHsX53K6HCOAl/A/lgADudZWVuKzebFxCOgLnDpL+ugWBNADOZJbj3Ma533szkjigWBgXNz+NXrqRw2Qb+b6J9SqTnzIGrrgpxmn8dXP0jkfUvflGMqqPZsC97mewDy0KvqWHD7e1ctsFH90GbF4c7qNfi1CS7OHPoVyyzOwloObROC8Mu4Hi8cG5B1k2l5JXur3L7MZsVq7KzUzq1vf/9z2p9QyGXd+XRR2UvTkyIYfaiF8nae73io8Ziwu918KDsD02Tda+okOcmJsRRm5l1VTqeLSgVDIqYbN0q36my+JJJ2a8gWKwCWmZLUZ8duKihfTQCu4r1OS97mdQbaxrnmX7OmqhHuxkuSnZJpy7HIUWYbr0F8LEss5WvmJdxh/VBmq6/Fazx8l0dPvjB8sbfVVeJZXykzCp1c6ecIo+rrhJD8/e/FwKdp5+W14yOTnWlNapquXfe5TwYOZcPP7WFyONxlkzWEvS3wqaHD2UzVqCnar+TSMgCVFfLxKuoSyIh11y8t3mv+SDXbvsjSwoSAAhkRvF1eyXV8sOHRkrPPFPOAsV9rDrTqU52Ho98fGOjGOBHys6YrQThRJZfPxMwTPH9NDaKaPT0yL1WVsqUJ5Migum0HL0+n5QxHzJ27cJIT/I/zrs4JbEFA5MCHlKEsbE51X4MLQlDRjN6ahLs8uvGzTfL82Wcld+s3sDIynbOO9dmdb6DprE4XVWteC76DyY+cT32+CBVX/qS3MTu3YKa1NdLGtw0kpOjGOVAsYcfLh8sGxgQgVG1xkWZ1AoJvLaX0+zHcIAD+hLSVNJid9Oc28/aiUd4l9bI7vFTuH/VBl7/pbPle3fulIkeHoadO2m//nVcsUQy7BRRtMqQammRSwiF5DLq68vL5BvfKGZRZyd8+9vCkxiPy1TNzKw72tHcLJkJhyM7v/9+CS7U1RUz20LymMkjOhMwveQSAameekr2mypRBVFjM1vDH3MDmB075NDp6nJJJG1bdI1liSIfGJADZskS2RDd3RJwe+QRaGzkpXNO4aHcBnK5di66roUH3g1mxubU2g7mj8SJObX8LdlKdFkj61+eQv99gzSL+M1vRB9feunhHRHHEfR70ybmhT185VuLeGA0xLe+JZd9xRWCr15yCRy4cxOZ6zfSEO+kvhjwnAzW85HsACGviTW3gaFUgBpflpOzj7Eu+TsSREkY1USYxIPIbIQEebwsyjwGT0NqwRIqqg69d045hTPWb6D2/jr+vDnCu7d+goqLdeLZAn4rwAWv9rHso2895JZWrpSfsZgEnFTGzYUXSjWC4mR81piB6vJk2zJZr3jFs/zA5260tLg20RS/rGOSsf202Pu5cv/nqLMHqXQm0AyRWa1gUWmOcNLYJk4efxB6ovAng1P8fu5dsYLu97yFeEVLSWC0Hfa/VCpKPv5x2YQvfzkA9h138pv/XUzIa5I3vFPZUeqheAUVIDVrs47vfEfWYeVK0b+lYzbugccekwBXNCrcErM9n8tNk8m3VDeyMtOCthXqkwfImwbXZq9kwpzDI/Vv4Y+h03kyvYqPpa6hcstO2v//i0k9P6DU/v37ufvuu1m8eDH79+/noosuoqqq6vm4lOdtHE33jKNSfCXGyVqzlj8VWlmX+CtXJy4hWJggQ4AcfrIEWZLYzNXZy0hU3kw8fnxrrVRZwPcv2MS/DX2FFexGw+Z2zmfHxFp+WrmBgcUvZUmyg7mdcRoHankg1squXTrj42J8vO1tR98yfdahJu3734e9e7E3/ZV7Y+9ihbWTf9dvY5F5gKrOBFX2GKaj00ULe1jO8kAW59GtXJy5FDtSSUVg/ND2H8GgkD6B1Lio9INYzLVYVI7vbMzGmian9cUXCxnQv/yLOEwlczgzmjx3rtiB+TxMjNu0Rzpw0nGGtFr2+Fr5VOJqol/9DO3eR7knbJOetKhITuLVLAr5ANlIPXNrx4g+GodHOcTB92UyrOh+Et0yGalcQ9aQtLusUcFoZYimXBcXJb/NA/ZLeTkPsyjuEHNq2ZZqxePRCYefZevj52o4jhhaDzwgkSrHkYNj7Vr47nefsZd2991C+zAz21Edik8+KT9f/vJDCVdPOQVuHK8lX8hxuf0D3sePqbXjFPBiDNjUDCfwDwRk8XVdviSbFe90+XJZw4MHWfqz68lG/ewxF5JOa9gmOJ4Kes0gp9p/x5+F4YWns3+/hjMEtUaBFnsSv5PF1nQOVJyEx8zSPLyVxKcvY3jxzXgWtvPe9wrpp9zLSUJW88lPSm1iJCKyfDgW2YceEjb0ZFJeNzJC+0dfzN1nX8DIz/5IQ38nFXaCKmsMR9ex5rUwka0kGtuD18ljWl5I+1zCmJ4e2YfRaPn9CLL36urEafrmN+F973tW3vbTT7uk4HPnihOiOtQdPCicKO3trrMVCBy6h1XDAk0T9fDJT8plXXDBdH42cJ2oaSTnhytdnDHicUne+dSnxDZSYFRdnXx/NHp0AYnDAheX3C8eWWkNWThMIGSzavIxHMchrwWw0cnjJUCWxfZeDhSW0+9roT5/kKsL1+PL+GH5wkPbLO3aJZNUXX2oUfjmN8tNqD7zM7NYZhuBgJBQvPrVbrrp737n6gGPB722msFCC5/e8jYyb+mkNZHjUzk/RrwefjDggp+53PS+z8uWyWeo9N9s1gUCoMhoPiIdqXbtYt4tn8RfqGY80EBeD1Ctw9zMoBConXTSIfdiGOIkRSKCSY+Ouhxm/f0yDSpx4mg55MqBkSd6HCsYVsr3EwrJUZvNytEcjYqvvnu37MuTTxZstCw/5f33c1r8D+hkAYcUFWg4VJCkinFsdGw0GqxBdEMrv25dXZLqoyJCM4DUMzdfxp3+D9L99T/yoQOdWJkc+Pz0fHMlf/X8K28buw1+V6yJXbxYNv8b3iCycyyd+cpF8EvBJ3VdmYwcPqYpB1Rv7zSZ1NNZGq1BrGLJU5M9gAcTDyZ5PYDHLlDhTLIyu5WTei6j4vYSkHh4WO77iivg5ptpaWmnrk6CU4mE6Jv6ercr4pFkUnEM/9u/CcXLbbfJc7GYvHfHjrLUSjJm0Y1Kf5YDpXI5+R7V2fa1rxXaue985+gA0/5+me5Mxs3YU6BUJuOWKabTErg45gYw27a5iJxpuqRsKj0ymZS/+XzuupumvKZQgMlJoge3cnnyMu7fczNDS9t5Z9Mm3t23kWU9biZ8rHYlgQ9tYN26JngsKjotnZaJ/+UvBfCaTa/eeqsAWJoG11yDdsrJvAoJtv33f0uJ2/33Q9ePNvGfnZdRY0vArOAJ4C1kWDbxJAYm/cE1VIUqcDTIaSE0q4AXedRaMQxMMojMBsjSzCCOJtncTv8ATtxEm3HvbN1K6sLL8OdvJqWdwSnW48xP9NKjtdDhPYXf963lzZsOvTXVbW9sTHStsmt/+EMJKHo8ggkeU0XLTPncuVMiy6pbjOOIIXjXXceFA/NEj0BA9nVXF+QyNi8JdzCfvey1mnn7xO1EjTH8uolm2ti+AIZXwzEcjMkMYScBgJPXYf5JEIuh/eEPtPzud7TU1Ai4qipSvvc9maPf/EZQwauvhliMjl8epNP7FhYuDhKP2cwZkRLPREUtT+RbKVg6k5MuB1xZYLmjQ3TZDHJzoDxrOsgBVCi4USFVnjTz+UJBMglKZNKXHGNVehAc2KcvIYePBVo3i1L7aU09wjv0RnZqy/m2cylffbCNs45HgsY/6NAcRyV/P3fj1FNP5cmip7Z//34+9rGPcddddx3xfRMTE0SjURKJBJWKie4fdBx1E4bZnJE77pADZPv2KeNkYNTPHmcpweQwc5w+9rOIJm2YemKMazWMadU0Msz24KnU/+Ue2k45zlK/aRPJCy4j2R3HX5hEw6GXeUSYxG+YjEYWEs6NUhvJ0Rfz08kKHg29kq58M7Gq5ewNtRKNwm1XdHBKy7MI3/7lLxKe2buXvKUz4tQS0ZKkCNHjzGcxBwgziYOGiYcubSGVTSFySZO6TBcRPY0xp8k9gVToL58XDQcuEUE+LyeYgukVY2hNjSitbFaM2J/+dLoH8I1vSD3zggVigZWgOps2wVe/YuNs7SCcizPpq+XxbCtrEw9zhbWRFXYnXsSoGKxayR+cV/HG3L2cnv4zmuPgAGYgRHbOMjx2jkDfPimTWrxYrC3FAGgYcq2Og3WwG8eyMXU/CW8tGg4pI4pdXUvYyGD3D3DAWkATg3h1C02DsdBc/if079zhnM8rztH58Y+fhew8F+Pzn4frr3eJR3TdzceuqxOQp1z55WG8qJngcunvO3dK4C6VEgPnllvcSBy4FDjOQ5v42PjHOdV5AgMTE4MkEfzkCZLBCHjRVOhZGaWFghikDQ1ioI6OQnU1TjBIIe8Usw41spMFQpkR0MBoaqRryI/taNQ7w/jJYWkedM3hgH8VcSuKbTrMt7vYHWpj+dP3sHBxmb334IMyl44jWWaqFn+mrkokhCAkHpfDubVVnJkiWZFTU0O6dj7engN4spNouoZmGOQdL042S9bxE9IyeDXLRfhUZkpDg9ubGwTBCQTE+lCtdHp75bXf/ras7zPQJ7YtuPGf/iQfv3KlOMGOIxlk6bRs63vumf6xpX6jwi1WrRIC56eflq0P8t5Pf3p6puH554vBd+ONUsUzaxp5GdnclGjlHe/SSSREtTiOmx1l26KSVq+Wxoqnn37U0zB9bNokwNDEhNx0KCRfVMwesmwN23HQsSngw0FDw8GDSQEvo0Y9XitNLWPoDXVo4bAL2CsCGtXKa9ky1ztIpwWMzWbluZNOmp7O8ExYqh96SHh+9u6d0t+ZgocJIgx4F5C2AnitDGu17fgNE33tGvmubdtEj6ozwOt1240pJ1KlMikTy3EkfWNkBDuTY5e2nAmqyOFHcyyi+iTLAt0EX/2yQwSqrw/e8x5xzhctkqmvqpL1TCTkpzpCVLehmUfOUY1jAD+fi8/askXuu7JS7tE0RcyUP5BKCejQ0OCK4rnnSpLdtOtYvJhMbwzHcihgoKFhYKFj4iePg4aNgQdJQdNKkWLVolJ1IAmH5Sz1et1JdxzYtYt8Is2oXc1ksIGUEyBIltp0D5WeND4r69a0veY14mQdq7yWi+BnMmIHmqbohWBQ7JZkUoiaVIaNaU6re3QsC0zJGAPwYGGjYeIFTcdxHLHhQstZWBHDk0u7IHE6LSCspsGiRey5/Gbe9OX2qXVSOk+No5HJTZtkreNx2d4qazyfF0Dgllug/awyZ4wql52hG/+Ya+f66+X7brrJ/Z7eXsl62b9fLv/CCyVAoI7WI4msOrc3b3Z5kTIZl2RfJUeq5jQ//elRLnPpl2/cKPyj9fWi30prdYvrNvUlqsTA55vGsTi5YDXJg3EGm9u4a+6VXLjlCuaGx7HrBAj32VlCqZgr64mEPNTnRaNyyJUjmbvrLjlXQera3vjGQ25n+3bYeKPNO37yNlYXttDvXUgoYOMlT4U5QXNmHxo2Bc2P0dzA2KhDQMsRycawHQ1DswXsQ58CoXQsPJgio4AHE03X0QLFdNEiiOesWs3wzjgHrXmMG7UszmzHS54CPnqja7gluIHCme2HnNsA73qXZEQ3Noq5ODg4u4035b/NJjgzz27TFBDRtmV+V6wQgyCTEYV+330veHLW22+XOVjQtYl3925kub0Tv53BdjRqiZOvqqdicgjHdvB5HMlccsDJF6ZsAq9PQ2tucktSVTrk4sXTz3PbFqWg7Dyvl+H5p3Bp8gYaGuDdfRuZO9GJjxy2x88+70q+6lzFYCbKwkicQmUtelsrV23Q3Wm1LCnX279fjDtFAaGGOnTUIaOy2hRho/LzamoO9QHVua/KbFW6ZKGA6ehYjkYOP3qJPeSlQJYgE1SS0YJc67uOq3/3atqiB567NObnYBwtfvOcg1L79+/nne985xQoBVBdXc1YaXuDWcb/S6CUGmV1mSJ+/fOfy3LIsGED/Pa3EuoJBsVKDQTo3jlJ04iQ++5jEUktyhxtgAonScxoJumtRsukqfNPMOeRe9BPaTu+N/K2t8HDD5PIeMlnbYJaDqsyytCoh0V0oeGwr2IdOV8F3rEYLXRhYDJONUlvNclgPbkczPHGmFuXQ5tRJ35UG/Ob35QIezoNpokFWHgwsMkQoI+5tNCNA0XFUMDCIGdIGoPXzuF3smih0KFcNIWCW3ej/l4oyIGi0HTHcXtYg/uaSy+VfO9ly1ym1ve/X4zLiy8WJajGpk04GzeS29KJkxPwafdYPQ32AJplMkwDWQJU+rI0mz2EzTEmnAg1jOHBmm6gGIZL/KSID9R6KQPZ78dJZ7CLmiCrh7AVX5BukLG8VFsjOF4flu7F8Gh4Clk0yyRv6XTobfz2lV/m0zceZUnN8zH27JFoVColjuHy5XJY7Nwp1rKyotetm052Yhjy+jK8Df87eTY3PdDKeefBiytcroS/pVr5wQ91olHxrVWg+qc/nR6Q2bIFbnzzJj4Tu5R52d0Y2GTx4cXEi1kEqDx4NUtAKV1351SxyCpAQPVOn5EmYOddmc17QmRNLwYmIdI4RUYnDYcMQXJagLzmQ9PEYctt+CTz3vNSud/6+unr+b//67Y4/4//kDkqNb5UBDeZlPlcskSAIceR6H0y6RIvlQACFAo4to2FgYOGjo2B7d57ufsGdz+CeLDRqBgd2axcmzK8584VEO38849KPrdsESNVdQEKBuUjKyvFfjqcszWTQ6O0UcKDDwrolMmIbXPNNSJ6jiMlD7kc/OhHMHf/LGnkZWTT8fl5bGIl1yY38Df9LF5Z10EoE6droppwGJzRMUacWqLtrfzv/+nH3v0ORGe85S2SYWRZcj227QIxto2DOBI6NhY6TjETQ0Oc3BQhdBxCpNFDh8ospulmYKl1VWttWe5aLlwohqNiUV6zRjJkQyFZKJVZMNvYtEm80eFhkfG5cyn8/Sm0XIY8PmLeuZh48BdSNDKIho3m9WIEfLLwpYEIlSZRmjZRbr/6fNi5PI7jkCGEiZec5mdAm0PGCRLWkiyZkyH0lc9PA1KHYjpveINgDG94g2yfrVvFVyy9RccRnVMOKC27lkfp4D8j8OQogdTDnRXKrDjcvZ50kuyjAwdkyj58ic15bSWfn8+TftnrGMxVMZc+WcfiZ2hKvwA2GjoOWilTrlq3YNBtPRkITO/AYBjyGB+HQoFUdA6DyQpylgefbtJi9OE1M267QVVbMnfu4YFUx5G9nsnII50WW2HnTvGYVaBsYkKQZ3Weq5RMZZuozwIX/C1Oruha2Zke1P8VIOeg45AlQNDIo9uW6JtoVPakAqWiUZx1bbzNuYctHfozkkm1zk89BalJm1WFDpbVxNkzWss2vZVotc5752/i+toSns+JCbm/ysrppTSxGFgWsdeey7v2foHGRtHPICb1jTfKVFZVid49+eQZF3IE2SwFStXUm6YshWoAo1TjxRdLeeARx8z9MjAg69fY6DrkJes2pW+U/ikjs1YgRDLvQ3cskp5qws4E4SVNaH6frJ8qO37iCfeCGxrc9ET1PT6fbCy1h9vbJQ0KhLfvve+dPn+K7b2/n/5fPEbg9luwHA1dcwQI1sBDAb+dwQE0wA6EyJoePLY8bwMGztRZIvcp+1XHxi7KrIGNo2nopSCy45CvbWY4rtNgD5LQq+m25pLFT5gUDZ4xJr01fK7uZq7+Vfsh5/ZnPiPHSCQiZaSPPw4feL9d1sa74AI4b9Esuu5Vr5JsMnV2+/2S2a26M6xdK/M6Pi6ZwdmsvG/btheW7TxjT/z46VZSH7+Wlw3dRZUnRaipEis2imOZVOZGcAADGxsdw9Bk6WwHbEs+Dh1Dc9w6OxW8AUGfo1GRn3nz3KzUgQGRUSBXWcdAMoyhgxeTMZ9LN1Kf7cFvpZnQokSqDHxhP/62lWilZ9g994ifGImIkVVZKQphzx7RrfffL69RrTbVKNWn4Pp5R6FnsUVm7aJNCxoFPFh4poJ2nfpqmpxBepjLosUaDZ7xZ38Ov4DG0eI3z3nRzR//+EdqZhDQ1NTUsHnzZk4pljH9/2LYNpvv6OC+W2NMHBwlZtWQDNazel6C9dpN1HVtnpVDhksvlY0UDLrpqppG4/huDApoaCxmPxmnAl3TsB3IOV6yjg+fz6E2MIA+doTc/mMdHR1SWpHLka+ehx0bxSBHuFLDnxgASw6Y+sxBBgrzWUA3OlYRHLJwHI3Vk4+BA132EjK+SkLD3YfUiZclwFXGw6ZNAkilUiU1MZpEP4EgWRazDx1HDjo0nKLzZNoGltePL+JFS+TEsampcSP3miaHxsGD8rHz5slrUimxuEqdkaoqN6Sryjjuv1+YrzVN1nLVKvFC779fQg+vfKUcXMVIqDY+TqDohOaHMqweeBIvBQ6E1mJSgQcwvSE8uRwep0CQDBqOqwgLBTeypq5fOfClWQkAwSBaPo9l62iWTVwXEohwZgRPIUuNM46BhYYGhSxY4p07BdAsi5PsLaz+85vhzcWSmqMBE4+2k1o5MuFjBbxyOeGTyRXXtbJS1tEwZG8pQLyUDEOFe3fskANy7dpD6sRfEW7kpFAL6avBOxkTrgR8nBKdQ13bW3hw8myeHm8lWKFL6Z5jw1b3vuJDazlvZCPVhUF0HCx0AuSKhSQCGXkwcdDdtVXyCCJXtbVy3bmcGDjV1dMcYT2dxtp3AMuCXrOJHAEiTBAgi4VehAxscUo0C58mZY1eJ0fg7tvg8XvlszweyUZqbpa1nTNHuIR+9zsJJ05OynUo4GR0dHqJgap1S6VcEDeTkTTnQsF18Kd2rVOEMLQpmXU8Hmx0NLNAobIOX0BH6+mRv6tUidFRMWTicRfY0HW5llRKMh2efFL23HXXudxEs3RJU2V6ug5m3map1UG9HidaU0uX00ogIASd8Zg9vbNhIoF+000u6WVpo4T2dl7xCrG/rrlGpuWqqyS7QwFSmgYNdTa86Qq55jVrppe45fNuiUcRSE2PCgfct5wLGKCZuskYESdBmCR6GiacCBNUkti1kuDjVx3x3svuRduW7zUMV8eVrJtTfFjoaNjYGBTwFtcSfBSIaw34dJOgkxUdG4m4utOypstIMCjXkskcyu7d3+8CkZYl+vVf/3U6AU0g4LZsK30EApKhOjws9+Xz4ezbh57PYgMBcswpdJHWKjAwi3sEAU0NzSXoV7pUZS6ozJlcTv7v9brMz5aFE6nEycax0chrfnAc/E6Ohc4B0loFk3YFen8vzkc+4mYwzJ1L6N3/TjZ9PtjwssoOXnxanOt21vLEgbWcGdlGvVbCEVOlu6UKRxvBL+XDKnXwy/EiHmnMxsehOOBKQf7ZwKqiTOpjY1zz5lr+/UAr3QeZ4qCLObU8OrmW0wPb+NQr4/xlWy1f29fK0oGHeeW3NsKku++cYIh8HipI4sGc0q42Bg4GOnmRWo+BZlluK2QlV5Yl16OAyEDAjYCr1xSzIBwH9Mlxaq0UDg4VVgrDsrBxxHGurpa5GB8XJ+hDHxLPtxR8Uo8pFuHimJyU88jjEZtDDdUOS+0NdY1er7s/1fPKAVQym89jOr6iI5kjj190LGBgApbsXUvkX0skXL2qMgSjUbTOnXz6I1u4oVPHuzPGgvAomVANw049f0u2UhWFT7+pA/3B8vqmo0OnsxNeG9rEe8Y2Mj/diTct17PHWMn2qlfxpr/fSr5mHP+8ooO/ebOrF+bMcc/tiQk4eJCqx3+HVn0dw8PSvOZ734N7i8dZa6vo3mlcT0cJpOb21pLPthJo0AkFbJqHOqh04vjnV0tyRGKMHUO17Pe1smIZ08+FcraM6iqh9guI7W/bLm+UKt1Xjnw2K9luHg8UCtgen2QaOzZaSfcD3bbw2Rlq7Sz4fWgD/dNlSrXsVMAriI2UzbrtlVVWiGGIjf/HP4qOeN3r5LmvfW0KhGJw0N0XQKR7DC8pCrpkaDtAwfFgagZeclNAcK6ihpFMBC2fZY7Tg2ZoOFiYpoaleXA0XbK9HROvk8PUJHtcxwbDC0rXFa9Xnxij0crhwSRgpWjUR5h0KshqQQadBpoKw5wX/yrxoRfDlm3TOhu+OFjP9+1WMimYM9zBBuPPtHz0PrwT/dQ7eQqan5W1K/m3V22grhP4ahldt2WLcBd6vYJ6apob/ARZx927ZU8rDsKREbEt//Y3kbdjGcfSDfxo7Gv13jKJEWdHVjAZO0DUGmMyMo8m3zgYEzgGODkbilabg47j86Hp4BQsyMvfHN0ArcQ3USWqjiPGkOJN6+2VPajSgIs6y5cep8lMYDsauypPB11OY8MpELIm8dlZ8OqEV52Elptxhq1ZI0BhKiWdD2+5RYCo7m4XUFK2rG27JHOq7Xhvr2vvzPQBwZV9ZZeUlt8aBo4lwKoFRdu7oGaKBfZBLN3gZHszdPvgpJUiU8/0HP4HHc95ptSXv/xl/vCHP/CHP/xh6rklS5bw3e9+l1e96lXTXpvL5cgpVBlB2ubPn/+Pnym1aRMj/7WR/GObqSqM4NFMLM1LWg/jtbLk9ABVwTzeQsZNuzYMye4Ih+XQTCbFuJucFIVYNIhMDHRkY2SMCBNEGbcjxLV6qmo0WupSVDqzhPafzXjgAQkf1dTQxxycnl7qGCFgmDipNJbDlONto2NgkcdXBIUs8lqAAFlwIKcFCPlNPI7pItHBoIA90Wh5AtwVK0SxqChD0VArFW5xmDQUSl3Ai42Bjzy7WEHGX82aliSV/Z3i2Cxffmit8d//7jIcqyjVtm3TuyytXSv/N01xuufMEW9z1y63/E8NVcO/ZIlEnO66S+5j6dKp704NT6Lv2I5R5HoY9zXhdXL4C0kidqLovsu5rBkl2STggizKidQ0MbqVs5TLyX329WEnJsmZOjuNtXiiYbJZiGb6WersKX5+8TPVZ5gmOduLx8kBGkZVMWLZ3e22wZgJJsLhjT84PJnwkaIGjiOH6/79Ejrfv1+6tm3bJvOsSoXUME137TRNrreqSg7Bnh6XC2nJEpeToyiTBd2LkxH91BdYQkH30ZTrJmglcTSdyVAjj+ZP4adzNnDttbDo3un3PBluZvKpPRh2gTpixfi9XJuNhhcTcLC8QbxWTu4/FHKdXJWCNTLiEq/MDFPbNvlH/k7B1Pg7IrMRJlnp7MDEwIcpJNTh1fi1vIBR+QkqrEl4wxuojZpiaCqne+bo6xMZV4arYiAeHhYjDGS+VS/ectGmbNZtnVXMDshpfrK2H49uUUEaW/eQJgiWjYHJXt8aqAixKvV3PEbJfszl5Jr6+91rVsa8z+eCy5omshSNyjXN0iVtS6Sd97wHWro38eHsRlZpnYQMSRXvDq3kzvoNpFLwrSUbqRo4goNfpswsm5XklN//XmR3zaI0/dvHWFw1ylfe9biU+GQy8j6V+RMMihGUKZ4P69ZBOMzYGPTtGGN5YQcFPHTTwnx68BZJYgt46GEBc0LjRD3pI977IXtRdTTYutV1ZJSz5PXiOA52Mg045PDjI4+Fh6wWFIfJltKLvd7VVJkjVFfkCNeWkdkiJwjhsHtGjY3JdaiSassSA1qVr6hypbVrxYg9klkzOSllE7ou8wpYOZFNBYQ6aAzSjImHOVofdvFsdebMIzA6INeiCM4LBZmfbFaeV8QypdxE4TCpuhZ8nVtJ62G2am1g2TTTTz0j+MjhJyeg3pwF+HOTYvCaJo5usNNezrgTZW1DjEp/jmzaIp0okLW8U40KYrUrCXxyA+subT9896CZEXxVjqjOUkW4fUypV7gpL1u2TOfjUGuoQJW1a2fP+ivTtXDcV09/HwQmY3idHIZjEfAUCEW9BEIGSdPP9uF6GqwBGmpMKha6pW2FbZ3o2RQ5fJJJDKQJoes6ti28UgYWGB50Q3dBnZJ1Y80a14lctcqVMaWHR0ex9+3HtDT69XmYjocQSRqcYSjmgxiagxYKuiUfqovdSScdnslbXU8yKUBMJOIGJ5Tz09fn7oUVK8TJVbZJMWg5Nd/q3rJZHMchl9emMsYyhLA1A8dxCJAjpYUZDc2hJdUJGngXzhXQQ4FTti3rVijA4sVk9/ZAfATdMjE1L+NGLeOVLcydC9F8+bVl5UqePHsDN9wA109eRsQcZ8BuIGVJ9kODNkytPkbaCeJdu5LqGs0F6BSXktfrsuEnkxCJ4Pj9XFf1FTb7Xkz9ihr29MnZ+W//Jsmy07j8ZgNSy2SkZh0/f42vZHPNq3hJ6o/MT3USMhNU2HJfKT3CqFnJiF7PwoUw1xub3ZZZsULAkJ4e2S8g56kq8SrVsTM4pRwHTMdAxyZNCEc30HWHoJ7DqAyTXbCcnu0TVOWHCHhMKubXSLab4r8pFNwuAY4jMu31yuers1sFixoa5PnRUZlvnw9e/OLymagez1TwamjAhh//mJS3koy3irTlI5sXG3WVtY0Ik1joTC5Yy8FYmFzOoVXfRtQZh2iUiUkNfyFJQQ+ABj4ri6YVLV7HxoONHg6heQw3s9DvJx+IoA8PoOFI5r/mBdvCxMOot5Gs6aGaMSKnLCMytG9aZ8N8ZS1PxVuwHVgb7sKfGERzHNJGmGF/Czl8RHMx0p5KmpZXEp3oma7r1Dzt2CG/NzaK3TY05Mq+mlsFuDiO6PpiqTEXXCA256JF8ntt7exZv7NxzMGh4P/MznHlZFK9t6urbGJEZm8v+licYa2RqDdNJZNTmcF2vjDlc1l4IRRENzR024RUChMd3evFE/S5oLbKtLYsN0Blyuun5kZ18iqW0tlIxtWYXkfOU4Gp+6kpDOCzsph4CHoKGG2tbmvNgwfdfb13r/yc2RGjoUGeW7FCzsf9+2X+S6tgtm0THVFV5bb0LH0+HJb7UraB40wB5wV/iELaJECWFNJlxlMsR9WxSREkiACp6DpaNCqB4GhU1uVYzuEX4HjBlu/NBkrdcMMNvOMd75j22s9+9rN87nOfO+Qz/qFBqU2bcC69jLHOQYL5CXTNxtIMDFvKdTQgjw9Dd/CGvGIeW5abGxwMuvWtoZCQA0+mp7IKhrVGqhgnRAZt7WomvbXs2iX7qq3NwdN7ggS7JKf5QKyCyVGTheERKu1xiMUwLcl+yOPBh1kEiPTiv+KO20XYw8CWOvFQ0DW0lAPe1yeKaSYBbk+POMKlac3Fn47tFBP0wcRDTgvidXJkCWBg48Fkh7aGnKeChXRRsWoeVUzIwTyzd7WyZCzL/VssJoYEyEFSXz8718noqBwIu3YJQv/kk2JoghzkBw+6EfZi6YozPo4zligmfTpktZAAe06BQDHapOGgFzl5piINKltKtYUrdZxKy27WrJFo2/YdZEwv21kzxTkwn27q9TE885tljtX8ghxCtkheAS8+n+auVzkwUXUuOpzxB7OTCS9fLj/VvN5wg8zZgQPTH4ozC8QIPnDANV4jEXmoFjljY/J5Sg0GAvJQh6J6Xh0wRR4Rx7axM7mpMrO8EcRwTAxHjHHDLpDVgiSoQvMazJ+PkHGW8IA4e/fijCfI4hd+Jwzy+DHx4AAVpPBgkiOAz2tjeA4ztx/8oBykicQ0mXViMXr6DUwTdMdi2Kkni5+1iEGYxc8+fQVOZdEJtR3qUl30NbRxevc9Um5m22K09fWJsayiov39IsMPP+y2GwqF3LZYKmqk6wLMKhCku9uNkK1eLTKvyvwsC9JpTDwk7QBBLY8e8pNPy9zqOKSNCH3+xVTmYjiGQX09BL0l+1HtsZKI7RTzrHIIFTClygAVEYjHI0BSNgvRKPbXb+ZTn4J3//UyoowT9zRgVIizVJWPkTMN/AFoqjPRZnPwIxHXCejtFePuQx+SPTA2hhMfpX/7KAM7xnCyeXJ5wX5WN40xpbwLBZlXFaRQ169pYrBWVpI1PRS6+wk4GUx0cgTwI3pO18Dn5Mjhp8Jv4jWzbpu+cvc+cy8GAi7Yq75bRS+LpU2m6UAyiY6FiZc0ITyYeDXZE57inpjQqxh3ovS/4YO8tudQmWV4WPZlKCTzp5U4oQpcD4dd8B+m11GuWydrPDPzpPTx6KOSwl9dLaTsWZt00iE41lekevbgJ8dubQVjThXrjG1U2JNYjk5h2RoqR4sy6/fLd4XDEjnds0fuYZa5zYxmKMTGyHtCbDdXTAFgFaRodbYWgTwd3ZAHfr+cYak0tmWJCduyhFDUB3v24OTz2B4f6bnL0YM+4Ygp1Qcz9aya22BQnBQVwd+xw5Uzj0fO19Ks23xeHBrVOne2oQjk1V5T+1/pbQXWrV0rcwbTwaqWFjlnSuetrg4GBnCA7NwlmLqPUN8edDMvJf7Ll2PqXvJPbceDyeT8NdQuqRI7oaeHQmwM3RTeqN0sZz7deDGxDB+mpREgjQcLzeNBn9PsdjGYuScqK+Wh9nBphuDkJNbmrSSdME8bbfj8UM0YC9Kd5PFiYOPVTKzaBrRQEH9Qd7OOPvEJidqXy+gLBqdk4BCCrakvLwGfdL383Hq9ch9l5jbfPYCDQ54APq1AAS8eR7gNewLL0Tw6S5JbSelhjJPbBD/LZETHquwx5VDm83I2agZi9Dnoji0lkc2zz23GW8n23krmWD0MBRfi2JBLm+iWSZU2zhJnLzn8GPPnEDBMl/+otHxWZYD5/VNZYvu8KxjIVBMIgh7wsaC1mrrlNaJgq6vlZ1WVlKLv3y/rqoIYM2WzCKQ62SxjW3sI5cdJeaNMeqppzPVgOAVwBPwf0epodgbQdfAsXyLyX86W6e2VPaPOjslJl6hKEXerVpswBYKbloNjSvZaQQ/gcdx1s3UDe8lyvHWVDD3exUFtIa21/VQtiE6XGxD9sGOHzGFLi9x3IiF6orQUKRicXtLn90uG30knuZnT6lFXNzV/tmnz+Py3MTe2lZGKFtA1zAJkcxA2x1jNDiy87PGtIZEP4CfLIqOHWmMco6aKlK8KrUfmVgNMzcO4t466/ADgoAeFkH9m8N6xLKyO7UxQSSy8iICVpjI3jMeRrGzL1giTxKiuRMtm3dJXy8JxHMy8O7eGXcDSZW4tzaA/uIS8FqAxtY+wlsI3r0G0eD7vdtRTVB8qKKyoM5RNotZz7lz5u+KeTafl3Fu8eDrRZCQiAIl6LF4sP5966lB7ejZ/pKdHXlfaIW6mTOZybpBRyV8pX2JtLdmxNL7UGBY6RsCHnitmdPp8ODU1ZIcn8FqZKd4vGwOjSEcBoAUCGC3zp5qLoOsu+L92rXx3T4+bNVVVJfKmbKhEQjKWgSxBCroPzbEIOeli5U1R/GpqXHlV/pDHI4+TT5ZA5sqVYmOsXDl9vhVIPdM2UXNYVSVs7zOfj0blXlTA0BSAydS8mKksIEBqihA2BiDgf5oQcWpYxAEpcVX8sRUVsqcaG91A5P33P/cdSo7DeMGW71VVVTE6OjrtudHR0bLd9z7xiU+wfv36qd9VptQ/7Ciy+ueHx8A00TUh+ZM4moO3SLjpI49mOzhpE00vQccVmlzswJXXAwylKkgylywBUlRgOQZzfcMs4QDayAiV8wIE/AE8hSzOwRjURg/tb3s8RmvrFDNlPhfC0j3YjU2gV8jGzluMWREGaWQZeylgFJPnp2dgKN4RHNtNX1cpp0NDcmBns3KAKm6m0VE35XLqg7Qph0nLZNAtawoI63eamUsvAbJoOEwSATQW612M2VG+VfkFrrsO9Js2lm/FAof2tT7jDHk+FhNDY7bWLTU1YoC+5CXyu+NI+dPdd7tRdgXsFKMqmmniaOA4kuWVdCpIEkbDZg4D2Oj4fQ5asAg4eb0uT4s6CG1bDrZSx0mRC2oamaEEMX0BPXozdXYMvzNCDh87WYWj7yNqB6jw+aaXFGgSYQXQMSFfNGIUKKbKblSU8fOfl3sbG5PIkpLBcp0NQYxEBarl8wIuNTbKPtizR/hg1q49NIKk63JgNDTAH/4g3/XOdwo5wNat8jf1nnBYZKfU4KqqEplSJRHgGr2qDMe2i7Xhsnu9VkKScTWflIfqHvx2lgnCLDf3ofUDp57qGn0DAwJSIfwKKcJFIk4PFB3VAl48WHjJk3YqCS9dgNZTkoUWiUyXsXXrDpHLxKI2PmGtp6IC3tG9kZZ0J/XkSRLBKEZYC7YHvWDhd7ISAfRGCf7X+in+I3Rd5rKhYQYBB5IheeGFYlBNTLgHv5JhlaVXW+tG7+Nx92CPRGQ9SmUyHMbJFKiwUxQcH/3GQkw9x3ynCxwb0/ARcSY4UNXGN73rWboIl2tkZMQFX6PR6a2XVHaCikArjhgVIVT8ayMjApZ1daF/9StcUXDIMM5BWgh6NAzHJuf46LcbWWNvxVsArXb1VMYEqZTMWTYrzqLKbgORn44OSRsvZkdowFwDqpdC505IOyFG0jVEKpuZV9GLFgzijI+TTdtYeQ2fDl5NE0cPZI8VCvhNE6+TxgZ8WPgoYKMTIoPjSEFkhAmcnI7l9WCk067DoQzDWEyM06eeks9eXbyv7m6R21IdsHChAJPZrBiktlbkAZPytpinGUv3MdfqJmBL9mBSj7A33MaN1nrCwXZee/OhMsvJJ8M55wiooloYKudcgX2ldoDjTO/5rBxTv19krNxoaICf/IQJrZKukQrSKTBNh+VIuaMq8RLSZ40+fR4r7B04mo7h1cWZ2LNH1trnk9+9XjeLJRqVeVMAeTECnFtzMt/Yfg7vnriVBYUuYtQLZw/pIgmsR77ZtkS3qK6bjl0sgHQIjA9BUs5EraICI58nkuiFOaugslnm7HOfk32oskdSKTerJ5mUtd692+XvyuddGc3n5bpLSbxzOYkwH6ml39iYy5miwAdwv0d9/q5donsNQz5TOXLd3W4TByWTAwMSOXYcgpMq09iWc6NYUu2pr8fWLDTHJjKwC3KRqVIZTdcYopFa4kQZp4f5zDFiBO0U/mJjie2sZvHaSsKZmIA+M9Zt2tk/s7VmNku+b4QcIbIE8PkcHEcjmfdgazqaIzyhCaeSPRNLMVIQqoCWukoqoxNSBnU0TkaJjTVNp2ianOs7drjAjGXJuquOB+oMnnFvdiDIE54zcGxooYtGZ5CAkyWlhek1WtA9HqL5YXJGiLwTwFuQ845gUGywPXvczNdiEEcLBjEMA3wet4Tb6xVdrPamkqm+PmhsJDCwn3XZHAmiLLIlK9x2wAY8jhAkB8igjw26RMLFe3d0Hcd2yDoBdE3D31AP+Tz5gsbBwlwsIOJNs3JZHr81BDuHps9raVnkzp3ynMpOmphwg3dFEnBN04j4smj5AnohR5U9jO6Y5LQANhoBRzrE2ehiHqjseMXblM/LvKm1KBRkbsJhF2Tz+0UPm6bsu4qKqc6ejtfLmF7Lfr2FQACasl3UFGTd0kaYHr0Fb8zDgskuEk6UGwKf5d5TboKdM+QG3MxmTRMdpoIMiYQLsKjyQfW6RYvk+UsuET19mKF7dIKf3ED66suoS3WR8NeDJ0DUyBIxE3SzgGG9mTnEqGSEPD42e89kc805XLT4j9TFOsnVVGKNT+LYkNQjZJ0ge2rPYN4ciI4Xs3myWTebx+NBGxxE83oY0xoZNSvxeisZpYrK3AjVdpxKJoSSQmUuqXmxbbRkEh0HE4OAnSav+cVPcWz8Tp6W9A6yegUe8njtHHYsjuH3Tr9xlcmosoxUgFNRMKgAXH29/F1lpEYi7vtOOUV0Y0+PyElHhzzUcByRo2RS9LwiUlf7jKLsqUyt0g5xoZBrXys9qkrQlAym07InSn2IwUHQAlOcvLrfB/liqXooRKJpBSMjgzRavSSpoEqbxEMBEy/jThUBskSiIbnPUMjN4vR4pp/pCtSZM8dtK1u6X7dsQbMsAnoOzetDC4TQJ4r6R/kVyp9SXH6jo3Luv/e9cO21s2eegdjTN998qG1y5pki8yrbrNzzmzfLehdl0lnQwsD+HI3sgyJ/q498keRczp8uWtCLfVB1VRGhAtCVlTLvo6Py+5HO4H/w8YIhOj9w4EBZYKp0/MMTnRcjXZNZD57ufXicQjHHhbKEm46mo3sM17ErFATV9fsxt+1kNFvBPhbhNWycQKgIzNss1rqoPGkBVYtqobOTWF+ejOUjfPoqaj6//sTVpBbR5aE9CUaNelpWBAiRwXx6O3bOZAcrMfGxmh0UMLAxCJAlQ5AAORx0DAr4yaMpcltwy9H8/inSbicUwtK9ODZoutSaa6WZLUr5+3xCAlx0RCeIsMPTRh0x5phdGNiMUkNKr2SwehU/rF/PQ067VDe2lqnTno1r5XA13EcayaS08ejuFidPRU+KziZ+P3R3Y08kyZsae1hGkjC65rDSs5eINY5eXeU69yUlZlO8EuBGTWIxOYBsG2pqcCKVPDaxio3Oeh7znEXDYAcNRpxhq5adxlruNd7Bac7j1FgjU0AKIBlDhcIUOarqhHIIua9yelU9vc/nZmKoA1BlJoF7SKuWueo1jiPKWpXwmCa89KVyeKvI0eLFMg8ejzgRW7fKnvnmN6VWf2b0o7RzkcoiUwapctRUPbnH45IWFgpotj0tu88qMnFIQb2Aqzl8whOlMb1FFkytsZ3OsoclzKVfSjTxYaMRQjJS8pqfST1KbYMHf9h7eL6uGXL5QKyVD16kM38+TIzb+Do7qLalo+PypgTv6r2JJYVOAkYeS/cxXLeK4H+tl/Kfoxkqeh+JiJGj0v5B5rhI/suKFQLIzhZtmiGT6byHidECpubF0T1YHh8HAyu5O/dmRiMthObXsj/cSjKtS4LMT2za9OJ9j4wIYUihIJ+p1rBQcEu/SmWvlF+tVM40TThXLEibPmwMsWM0WWKPLnwVOiVrW67xgSLrVinymYzM2ZlnTo/YV1dzw/dquOX7foJBaG60+Xb3G1nQ/yj7zIWkLT82EuFdpu/Dq5sYkWKGTjGCaA8NY9pa8SxxufOKwoFnBklsWVJntQ9K70uN2loXiFKlrrEYpFLYBZOCbdAVWEHWW0lVIYbHyWPiZcQ/hz9XvoWH9LOpeHErv/mtzrx5YsM11s+iZ2e2MFSOYSg0PUr5TLrv2TYjL38buce20q214PULkKZPjrOUPQTIkiTCDv0kvHaWRi2GrRtkos2sqouhFeR6nIJkKFh40Pw+/G2r0K66cla+LnttK297h4754CY+OCHloD4nj4cCtcQZoJl59OLzOtLcoLguTlFmbXR0rZhfpQCImbpRZYmVaXwwrVmHWlvVPkw5nrYtQIaysTIZ0c2f/7w4yocbu3dLO0kVaADZb/G4gEtKztS1loJVhyGJnXqulFC+9N59PuxsvphNDEY4NJXx5YyOsT3ZQq01xH4WU6fFiXhzaJpDvzaPb2Uv5OfB8xkdBV9nx5F51sq01hyuW8XGLedwfuFWKp0Eg3Y9WcfPansb4WJG6l5WUKiICrtA3mGB3YX/zDbq/nwMWeuzRfBnlpmVtvxcv74sXxdjY+wZreUll7RiWfCScAev1P/MKybuozbfj8cpYGo+ukKr+FvFObxp6FYW1yTwzyt+r8qwM03RAypzqVT3zdS1szXrsCycTJaUFsLSvPIRDmRtL+BQzTiG7kgmWwnRujWZIleQvbubZWQJEdCzNHlH2R0+lX+vugcbnY9dmeNDbx+V9Rwt+Tk6Kk7kffe5GdJKDktlE1xi4+LztgPKfXKUntUEgNQcu8irJ13kyspsSEp4puycefOY6o6iaW530URCnOiaGhgdZe9YDR/5Uj0D9a1UVIjMnjr5Z97muY/6Qj+GVSDn+Bifs4pPxdezq6GdHd/dhP8jh5EbtU/r6+X+du50bSx13bougYho9Jjbe2795iYy12+kId4pZ4Lmo8NcxVed9XREzmKd1oE/GSfhqcV3Wiu9/Tonr7O5+5oO9LE4drRaYgC9Y27TEJ1DeY8UoL1yJcTjZPb2srfQQjqtYVs2upmnTh9lkb1PbDJ1/s+QWQfXD7OL7D8qeUDDIe2ppIBB1BzDrKqXPaFKzBRNwNatYttHozLvMJ1CoFwH2a9/XVrzbt0q96A60PX0iH2laCkOHJCMJgWmlmY2K3lS96NKjUtlWa1/qX19pGYdxX3c72shmBohwiQef9EWDwZxdINt5gqi2SGestdxnXYNy2rirKgfpS9bw98P1FPrSfDb192EZ0+nyNDoqFz7ggXTK0wOk5U6RaOistCUf6NAHFXut2iRywfV1yeP004TOo8jYA3TvutoeLlmPl8ik7lkgb6Yj3F/PbYFDZmuYuMUh4wept/TQrLgY67TS50+iq+xxk2yCAbl84eHRW/7fMefeuc5Gi/YTKnFixdP+33//v2cdtppRwSk/p8Yxa4WedOLd+owUw+9qPYcTLx4KIiDX8ohUwRZnFiMXeZSNPIspJsx/1zGszYVZKlniEknzHeyV3Dd3W9D39bBL78U57G9tbx1QytvbD/OGVKlo72d/Mab2fPujSxIdxKIjeD4fezyrCWUi1HDOIM0kiFYjEaDiZeDtDCfXioRVF1TTqTi6yjWiROJwPAwtgOZnAfLFg6tCaOaXKiGRZF9+JJjci0qZbMIJjh56bI3qVcx1+nFMnw8oL+GX/FmevUWCpW1OGtbMW2dfG8RjNb12Tf/bH97JsoiHJao0xe+INc8NCTgSml7LMdB37EDv1ZgMQfI+yP4NJOQz0TLeV2nd8mS6ZxO1dVupKE0i+s1r5G27i0t7B6p5YJrWolEdTwj0KG34fVAwYFQEH7esIEF+/+DKnsYo/RwKBQAjRxB4a3RdaiokHJJ00KzTMBGCwRElhVxZukhVwo8qlGa8QauQWRZclDV1roRg499rHy07sc/loM9EIBPfUoO7tmiH6eeKg5TPu92+VAZiZYldd09PS5Y5ThgOdi2RVYPottSLJXHj3Sus9FQTmQxuogzvRSwoUEO4cFB2LOXamecId98ovnYVNmerRl0Vp7OrQs+z/54lM9fGeeUVx8B7Jwhl7VbXIzBtHUOhtrcpJ16+GxNO3X9HXz43XGWnVnL6SUd4o5qlEbv16yRbDRFFrx8uWREgFu6drhoU4lMbt1Ty9s+vZZV1jbqdel480CslQl0yMMSIFJUEyMjEB/T4Zw2V37+53/kWorD0XUsv0QLDUsymTQF9KtoWqncFQ0ex7ZxrGJDBAP8xQQOTUcay6c0NxMgGJTPKOUUKBTEOFKMuqrM7OKLy+qKkUmx+896sc2jvxriy4Pv56pcL1HiaFqUguNBwxL1ZkOmtoVwbZW8uaICa2Qcx7ZIECZArtj9ToxrycS1BUApmt2OrqPNvAhlqJfel8/nZimOjMjfFi92+7eHw2hz5/HF3gv5dup81qyBJakOoqY4GvsqWtm2Q2fBAnjtIjcp4Oc/h8sum0WXtrcf2qmttEPczAzWYwi22Oh8lQ2cy2Us1LoYtetJ5AL4dC+TdkTOCiLMo5csPrbQxg9r13PFz89Ci8r1bO6q5bpfrsXu2EZFNk6KWjSnlfW6TnuZ2wEpLbjsMnjbg+38VjuL03xCnB/JjfAZ+xopHNQstEDx3DfNKTC11FEqO9S6KRDR73fLaUt5Bfv75bXNzWKce72yT5NJF/CvqnKDA6OjAvyfe+6RwZPTTxc26a1bRccpZePxyBoqHb5kiVzL2JirW0vb3Kv7mXlvsw2/HztnUXB0aSXfOAdPc/4pgOwAAOsxSURBVAPk82hjY9R6J5i0K7ncuRmfX+fkBXES3lr+ONRKvKBTH4V9B2DV0ZzfZeSy327lvvfqjNjreHvXRpY5ndTreSbtCFqRq6mABw8WQbJUEWOMKD9y1nMdOketcWc7w9QeOFxnwzL39viPQTMgEoYD4Ta+ONzG/667vOze3dWyjltXlXyv1ysObzota62CSgp0KRfvLg0aKieuCDJpPT0YdbX05ZuZzHrJmcUWNY5Dm7aViFbMCClmmE6mQB/djZ8cKUI44UpCqUki9jhDuSp+FD2Pd7/T4q+P6gwn/CLvzc2HXtOWLeLkqrJIlbU3MiIlROo6ldIqAva6LtQQIDa8ahKnOJyZatbhhgWmgatNTWID7N7tlv6os8jvl9eqDNB3vnNqHbsegK0azA/KHOzNtfGYr42fVV/O2TUdhHNxOmO1DEVbOZjQWVEP6VPb8R9ObmA6L5Eqq6qrk2tQGVTNzS63jQrEHsVYd2k79iVnseeeDsa74+waqeWD32hFM3S8BnTQRlKHoB9OQqZlR6d0dm47R/TmitPKfHBbmzwuv/xQuX/4YYKXXcbaRBfppnrymh/f/r2ECgnhXp07V2ySmXpG/bdI122jT/HP2mj4KDDgayHvePFbObxe/VDOJ8dx9bACpJQ9X7STiUTKV1WsWiWkZ52d8IMfyP+XLJFH6fj1r8VviEZdSoJ0egp8KoogVsGW7UaJHJazsdXQdQFbbRtbN8DnR/caMhvZHJN2BZO6h0p7wi1db2sjvW+Q6v4+Ut4ot/g3sLVwCntN2FMBExbsM4ST/PGPtfOScHGturoEJOrsPHQuoGxWKrGYBGbBtdnV/ajg8rJlLi9ioSCAVCgkHWWOBWuYzc870vMlMrn9D3E+dVMtqSWtjI5CYHcH7dafeYt2Hy3efqJMYODjCf105ofirDV68c6tFOAxkZCg0Pz5si9XrTqmffePOJ5zUArgrrvu4mMf+xgvetGL+Pvf/85dd931fFzGcz9qa0lbfkZHHILoFAhMtYQER2qcsTAxQAefz3DLsRSHzMgI2ZTNF5xPUOHLcF7oHpqTe5jjxCloPjqMU/iR70K2TryMd23TaWtrY+JFsG8IYs9B1t/A0nauWXsWa6wObv6sHD7vuKKFMwJ/5R2J21hudZLHD04S0BimkRRhxvUaauwxDF0T5aFI8BSp4rJlwmE0HGNSi7DDaMMfsNEMqQ8v5MBj17PQmMTQcLNyiuBUzhvmOv/n2RJ5GVEzTtJfy6ZEa5EXCfwGrNGmKlGmd2V5LsarXy2HjGp/OlMRj49LWrJtUxGAivri8wVHavsnJ93IbUODKMXSbBqY1VjtfQCyeagPMNUBGFxezR3mMj5rfJ7vRNZTnex1CdMDAZxcHr+TpYAXQwPbglzBg20Z+GyHtBGlj7W01KaoDA3LB6tynNKDMZmU6wecZcvIpMF/cBeOx4PhK3ZFMk05jFQ6dCBQfqF27JCevgBXXikRSDXKObqqA86VV8qBp7oZKUNUEUWW1IlrOmT0EIadL3YZ0zHxYjtCNup1cqQI0+9rYZW9Hd1wBLxR7bqVEWCaFDxB9jvLaNLiJLWIvE+bx+/nXchfFp0v2UAR0F8NtB2bWJViRoqaRI1cDhIJnblntPGGjc+wolfXhRT7ssskulpaOrp9uxh+X/+6mzlSKnsf/vCsMjmeB38FdCTbJHlqAhKT7vX390vyVdn9qq7p0kshFsM2bdIpBxwLr1NARyNPAK9jSpmJAsCL64FlTTU5mDwwQjoNo3odBV8F8+Zp1NYV129yUu7RccRgVE68anygUvhV+/iZZWZlxsAARM04V/ZeT38wweutG+jSmljvfJXVxi78egGz4LDbWUaVPkmwf5yKai9aIEDe1LAtSasf9LbQUOilgiQ5AlIGQ0G64el+vHZeuo/5Q3h8hpvVYFkCou3fP/2+1FCt58NhcY51fWr9tNZWCp/WSX8dtu2A1KI2ApWyRgd2yPZ53evkZ0ODfNX//R984ANuUk5Z+Zpp/LW3P7OM1JLR0QH3xtoZWXIz/zawkXnJTuY4I5iaj+3hM/lC6krGnShNRpy4IY75iiU6p5wGVLRJwso3FJVHm2svdxy5SU4+L3jerl06HbQJTu+zOdf6H063HhHQSQG7xTI2pyBp/nk9iOHJyz5QmXdq3VauFEcnFhNHd84cl7RWDceRi04mp3MTqSzbTEY+IxgUHasi+Edb8l+qD0rPsNLI/bx50wMuKhAQibgOsdqPpVlfuu6WBM6896VLyWw7iC83ieUYpKik2uOB8XEsG3QzR2/lOrqNNlIZnZ6UiPCChYAuH79tm9j8RzVmyGWrLdN/94Pt3BsQsHFpdZynumupMBNcZt3EKjoJZkewvT72htskKzvWzrs6jjGWNdsZdhjwabbx9NOyNJGIfOSPfwzbduhl927TO9rRPj/je2+8UTI7Mhm3WYVRok8UUKU4dUqz99SZroCikRGCeoHlrQGSKY2hIRgfK1YejQXIODaB4TjZrE5ODzDU7VBDBQ4aWW8ldbl+MpqXp1nHzc5/oiVDXLP1w3RmP8PAwLzyEwCHlkUqnV1Z6YK00agrHKrcT9PELgHJ7C+RWSeTJYfIbNAooOm4GeLqvhVXTn297MdYTPaKAjS6usruvdpaN9A0POzexsiozuPhNvIFGM7DoiI1XDAoy1N9JLkp/VtXl5zbfX0uH6Ntu2f6M6AA0T06K97dBsCj35bSzGhY1FRXlzs9tl0SbDpan2W2c+Lmm9E2bqSis5OKfB68BfCG5MsUsbsC7JXNl0pJx/Ii16eNTh7JcDKwsB2NTN5DjTPCwdAqVgcGD7XXe3tlTRUXV1WVfJ+qfrjoInjXu8qvQ0OD6NDPfU425IteVN5emDdPlFhFhdu1sSibBc1DIQcaJvutZWi6wxJ2YXh1PJrtNiQqpVoo+kwFw0ch5+AjjWVq5CwDvaAR8FrgaFh4qHJi4rdWhCSDr7cXdB/bfW3cZ7yV3SybEmXVH0jh1LG4Di8tWavzz59dJo8EpF55pcslrDKkSvdtNivlr7ouxPxvectRCtRxGEWZ1IH9t0FlDiwHdofa2OW0cYd+Oa9p6qCWOFt6ajkQaeVNNQ9z/eRl1OUS06tJcrljO4f/gcfzAkotXryYG264AeAQcvP/l4e9tpWOwkrmFraQM0IErCRmyRII8Rn4yeOEImiLF0zPeolEoK6OHZ4lPJJ8GfNXhLg4dx41vSLYnsZa/jTSij+oEwy6Cl3pq5mN307EGBwER9NJL2+Dc4qARxA2R97Er8w3copHIsMtWhevjf2Ixc4+FtCDbRsciLax9KSQ2/VhRp24MzxMRguRdQIE/G7GjWGAoTn4Ulk6w6ey2nwaTZWuAfbiJXw2egs/7n05c+bAhF8Cw05Rp6omMkfhM564oWmiYLdvl98VH45SxKrMZu1aacGruk9t2SLRlA98QC78cI7aLMZqqZGj7KH580XX5/OQyRtsrXklXZd8jeqffFQmKZ2GSISCx8JOZkgRxNYKeNJ5HLz4NRNLN4j555NMOkxOxMif0UZdLWL8tbRMb38TjYKuY9kaO7qjpNOw1AxRkU+SzfkJGgWMyrDr+M+2UOk0XHedLOgrXynZNzNHOQPmwAHZX//1X5IV8IUvCK9OOi0TFIm4deJerxih4Sj66BBOSZ14Hi9eu0gSy3yShQpsXQNDdyOtahT5lXyVQb688Cekesbwp+KMabVsN1pZVKcT4dnJZKmP2NPjUn3Zttibz9C+nD7a2+GNb4TvflfuUVnBhYI8//KXz35xs8jk1q2SoKEy0cfHXWorxSMZj4sNVnZu9u2Df/kXxkdNgr17CNgZTM1DRg9jOjn8dpas7cMTDOLJZnH8AaHMUCTalZWY+7voME6GMKzMbaWHiJRoqiVUAKOKfIL8/gwdfMeBml1/4z8OfImoM0GffzUVIYcdqVbe77mLNcYuFkbi+PUC+0ejLM3v4F3mvbx0eB8BfYRk0kdP+FQa7QGiuQQj1BMgSxDhfClgUMBH0M6Qx0dWC1JRyII3IBeg7r2uTvZD6X2pkUyKUli1SiZ+xn1cf738/O53Rd6UKDgOXHGF/P0//kOmRVWB/PKXUr181ONwGaxHOUZGRHZ+7bRzN2exJthBkzdOuKWWg5WtbN4ibeQn5olj95ploo7vvhve/36xk8fHJatN7amKCvFpu7qEN/mssw5dZseRHiNVVUJDqDiN163T2bRvA8sf30WVOYZHgTNFsnRb03EcDa+dx6kIS9hb2QVq3RT/UTIpOiuVkrWcmWGkmlzE4/L+QECCIR5P+Qj+6tWyn442E23fPtn327cfmpG6e7d8dmk3MTUxLS2uM6c6xJVmrFqWC5CWufd4cB5zcjtA05lMalRbFoyPk0prTBpVPHzGet7aorN5s8jby14moMwXvyg65emnJSHlmQxdl9v74x8hb+kML2xj0IbdDmgeeNTbzsmG2GmjWi29Fa3UhXXy8WdIEXIc9oBtu6BURYWcEXV1h9+7MON729vhd7+TjRwKuWun9GLp+qp1VNkohYLrVKvsm4kJtK4uIvX1JLwBKrQs86wY45WNfC/wQU4b/SNLBjsx7BF0y8vfOZ17Ki9gMLQY3+Qoo1ot/XWtVOcGSI4W6O522DBwEb/zbgDKZFSruTwaIFWNcFjuVWU3aZobhChOrK17MWwLzbbIh8IE/EjHPL8fJ1fADITJOWHCjoM2MiKyv2oVPPSQS/o8y95TGNqTT7qUPIYhW3jnTnd6u7pcmp4pKtBjyf7ft0+Eoarq0DP9OFCAqNhcNCpVbDt3uvRFCpN/1sHhmUDcgw9KCWw8LmumZFYFkNSFOVKGKdybJn6yFBwvXgpkCBI140z6ophvfRfath/LeycmRNcpTj5lTN9wgwAiyjZXNvvKlbMffGefDY89Br/9rWy8226bHhyC8hxz4TB5Xwg7kUQHMp4I+VAVluWQLFQQzY2Tr6zCp5oOKD1a3Iv5AtgTxfcaEQzHxO9kyRe8WIUCBU+QKuJoGowG5tLwwbeJ7xGP0ztSy5XXtOKdjKONm3g8Lm8/uDFoRV01NQ4nk4cDUu+807XZt2xx7fU5c9y1UJUZy5bBl770vAA6MwPDU9XL6Oz0tzExAdlKSQLtCLbz9YabuXbiSrShIddYr6kRv+9EUe+8gMbzAkr9/3V0bNO52buBz/gvI2jmcCydAFksjKkMqQxhIkETv0+XdIDSrJdgEP7nfzDiefwBnVEzSv8g9HvamD+/2PAnLjoxGnUVugqWlkZVTtRQvMJNTfJzGuCh6ewNt2Etgu1xuDXzPl41ea+UKmEwFH0R9/5qCdGujul14sVoTWLVmXwjcw7vmbyVplwXI3o9BT1AUJdOWJO+KF8ofJSrta/Q9nKvlG098gi7f7WbxxMr8PlEd//rv4rTMDHhNknK52cNTD13Y/Fiaad9992CFtx4o1xkJgMf/agYRl/+shxYaijH0LafsZFaqjQtyzVyVGn5sF3PGWdC66ffAosScg2pFJx8MvsCJ7P33g4q7CQr7e3UM0iQLGk9zHCgBVv3sNDqklIFNnDdVaBfUT4lN109h5ERqEp0ofnriQfmEsrsIWClyNs+rOhcwkdy7r/2NYm8NzZKqu7hSj7UuPNOuP12IexWRsJrXwvvfrcYBX19Yoi95CXw3/8t1x4MEqqpYJt9BskkzLO7aLAHi1w0YXq0Fkw8zHe66XPm0FwNwXJpyI6DNn8eV12lcdF1bRxIFJMjkPN1dPTZy6Sq+Lj4YqlGUKOl5dhoeA47f488Al/5ynRgVBlfd955TKjDpk3wne+4HdO93qmuuoyNuVRV+/bB0qWzzI2uYz/8Ny4I/Zylxu85T7uTOmMMbJuc6cXWdFJOBePZKubTg6eQwdFA83nw1NVBVxdxM8rP521g+XJYvukymka70NP1YJVJIy9d21LC69lS9GeOQoHkxu9ywd570ADv6mXEX/kZzMsDLFuUIqYH2TbYxrYMVIRsFhkddOqruch4I18+d5AGI85/31NLX20rN9bfgO839xEwx5l0Kokwia5D0okIkbauk9VCjGtVLDJ6XKJi1emsu7v8fWWzsrYej2S5zSKQ118vCVaf/7zo/poaSVo7/3z5u6KyeMMbhB7h3ntlq6mEshM9nn5atvvYmGrGozPc2IbWCCNFv1LRK1VXyxJeeKHg1D//uchcZ6cczZOTklRWWSnqW9NkunbuFDt6pkp++mmRW79f9t/u3fL88uWw7p3tfOPyL3NR96dY5WxHS6ZwDA9aOMyIU0FNfkCyMmvqMSp8hxKtK91YVeV23yuncxob5e+l5bOqK97MCL7awzPbZx9u6Lrog5mBki1bJPui1IErLZ9WfDfZ7KEyqfio6uvdTmYz7j1USDDkX8CIt5nqRIzU7hGcyRwdrOPnC67mfde28/Ofy3quXi2XtnWrYCKFgmRKHalKcLaxf7/gCcuWySUlEq5fGgrBokU6TrCNpwdE7piA+NgU5eXzMvbvd7mMg0GZg+uvd/23fF6mtnTvHjJWrxbko7vb7VqnundalsvDqMpF4/FD11YZXl/4gjxfzIyoGB3BNn0kVraxe84r+MJvL8Z0Psxr53RQl+9l60AjW2nFnvQSzJl4Qz7mzYMFtWBZcxntshhfeDJNfft489PXYd6wBc+Vl5ZXNEcq7R8fd4FUVb2gsoKrqg6R2QlfHeFJkdmEv57AXB/Wrj04Eyny+DjgzMXalqJRj1ERiRAOhcTGV5GWz31OBKXM3lMY2rvf7cZt02kX71OJTbmcnPcLF7qXdtTjOJ/pM4fiuVaBUIVhgtzH6OhxDA6Xgh6hkGTFz50rWb+53CEya+qeqUY2g1ozecfHfLqpIImDTlKLsN3Txm9XreeLt7TDvQ2Smf+Wt8jGv/de+ayVKyUCc+GF06+n1GY/3LjsMjlE+vvFYfn0pw8ps5sJpjqBAENWPY1MoAHjnjqsgkWFnsUxvJi2l3TOS3U6jTajWYczdx5D+3NT7x3yNZPXfTRli41KHJ1xO8LeilaChUkqQg4NH/yg0DYAy2xY8T/w6KP1JHXIJ6czAajx3e9KL5OjtjvLgVYzbfaDB6XMUZWmv+99QhPxne+I7L7+9VPX+VyP0mXq7Z0eGB4cFLWoGif6/fDXnmU8GTyV0z7xr+JzPPKINBQ6cOCfoNQ/x/Ed8Tg8YrTzjWU3887ujSxObKbGiePTClh4GaWWzdqp+K64kteHHpKQ6tvfDp/8pFhMGzbA0BCtngGWLMjz571yLtbUyHlR5AAnk5leeqpAqeciU2qo2NhEgVIK8Hjkkel0QoYBEXOMTdrZtGpbaXIGsXv7efx9v+bV/3elW5N7/fVT8/DkmZ/k9ot0hpvW8ea9G1mU7STCCBTT4X8W/AB/6z+Z+Nxl8JkPCHhzzjk82bcJfjZAW90wY1orq1ZJRPQHP3BppzRNrvUjH3me970KL/T1STrXe94jDqDiUujrO/Q9z8I4gOlKc/9+93nblrO6rq7E8T/vPDHQPvMZ+MtfaKgf4s55V/Kj9NuZP9bBO5r/zCsn76Mq048vO4HHM6NUIQptZYw/Z10b18XXs8eCy03pEudx8kx46zCcAlnLi947gcf04W9rQ9tQxrn/wx/koWlygM+MLM02bBsuuAD73PPo2KLsLw+tP78b/cLz4fe/Fwdu505Zh/e+F17yEvaP13LFza14vTA33sHcPX/m9QUhG40ygan5eFpr41u+9ZyyaEaHOFWSGotBczPt75nLJyyZZ9VJOJkUXsZjpMspO9rbBYz9/e/FHuvrkwSm4yLrxfk7RA6P1via8VEbN8oclHYkVoZNLucmeASD8Na3znIP551HR1c1O74YYY/xRv7oeSMtgUEqJgeYrJpLLm3x4fxNrKSTtFFJyJ4U3WlFqEg5sLqNLwyv5+loO5d8Bh6+9Wbq79zI2nQn9B6Gj6O0G8uVV5YvW5w5envh2mvRntoDwJYlb6ft2xdTu92LvxaylRGailk4Bw9CKq2zy15G2BwiZkb4yPermcz5yWRgTmyC8ZEBHpt/CX8YaiOYjpP2V7N8BYzsGWPErmXt/AT/evAm1hid6OFKSBZDmeU6jZXel5r0lhbRS4cZp58u9nkuJ1h6qVOrHKSXvhT+8hexI7/9bZmeZ1iNd1Sjs1N8B8WRGg6L/l+1aiqpFmCq70Io5CY3nnOOAGgqeSCREAOyv1/eMzEhW1nhP7OVntxzj/x89aunN4asqBCQ7jtfOZtXdD/Ie7Wf8H7jf2iy+9DT0uxgs+8MQgFY5cTkjKirczfIxMShwGeZbpzT/j6zfFY5nMuXi8f7k5/AD38o4NK55x49YqP0wO23y0Ked544ET/4gQQKzj23fPm0utaZ3e+CwendbWe59/2Vbfx3xXp+nzqLeaMdzMuNEMv52cEaXnNSkDPOkHJRcKvKCgW3CdTYmNtn5EijlOc2EoFvfUtk5g1vgGuvFfAxFhOc5eBBuSVNk63T2Cg4x9CQLMmNN8rUf+ADR/fdz2SU4+VVjbxqalz6MpC9+rGPCSg1c+8eMlauFFBG1+Xit2yRL1FrU1s7ndPycJ0NlSIvZkbcrbhQP93K9z7bS8BKUfAG+evkOprMGnZpc7AdTfarrbNmuVsVms2CL2jQ9NlL+PMFQV7e+yPM+36NZ/cOsV0WLDj0Xg5X2n+kLlwz7quQDbItfAbY0JCLkYlNMmbXYegFHI+Xam2CvCZcdT+NrOfCN6Q467vX0jHUSLzuLGq3arT+6U70C8ucq4h/PWeO6FfVPFMlagUCYkYuWCD6qqfHlfejHsfxTC83xscFyxwZcXFzRZ3b3y975IQEh1W35nxefIvvfU+I7osyqzob7rJa0IB6LUalNsm40cBefxu/4i0MrDib3AohY7/tNrjiivNkPq69Vm7MceAd75DPnk1fHo3NHgpJYP3SSyXD68wzD838L4KpzsaN5LZ0kk+OkM/62BaWjpqV2Rh1CIfuzsoz+VvFOZwy+kdeOtxJQM9P06P5kQkKOXmvBkSyMYL6JGPeBkb8bdzvfQv/O3k29XV+ro1/mM7oGawtAXqUH/H+97u+puoRpI6OYFDU9WyZxEc9ZsrnwoWif/r75WBubhZDY3RUDvFoFO644wjK7MQNhXlfeqnggGo+FiwQ1fLZz8pzr6z8O78b9PDbV/4Hp336ZHnzOeeIDr39dvn9Wfp7L/TxT1DqORwqa+hxfzvbTjqL+oEOItkYLZFRJrw1PD1Qz8OTrXwoo/P6L77cFcRIBP70J3FeMhm0z36Oyt/NR9snhkRNjVs+q4I4V101vUQZnrvyPXBBKaWoNm8WZaQoW+zhEXJZB8fnZ3jlq3l14XYOdsKjf5zk1W97m3gAP/uZ3Pf69XDeedRuEXvgFyPt/MR7Fmv0DmqcOGN6LYUlrVj9g/g8WWrnBUWBF8dT4XZoGmRJxQ6eQHTwnDlyPr3iFUKJ4PGIzlKNaZ63EQy6bV1/9CNZtD173C5mpSVvx3EopXnuufKVsZhbGXHJJTMc/8svF0s6mSQY6+HxNW9FO6Cz2W5jrKKNH0QvJ9rlrs3kXCFRnyKQP+dQ42+r3cq979WpXABXcxY1vR3MCwrR6oOxtSxKbSNaiOPJ1+J3WlmPzjQsor9fsqRADp5jiYqcf740VHqby/Pp98PKlRobNvyA9n+5S9KM+vrE+Pz0pwG476tSArp8JfzhD21UrmrjIf/l0NFBlSX3tSnRitevczAG7/r6WW6HuNpasRi/+U25VsNg7VqRyWRS5v5DH5JA2/EyzFIpUSWvfKWUTJU6xc9qHO6gP8YDtKND1iAScf0akPVYtUocx0RC5PRvf3NLGIrct9PGnyNvotcqYOcLOHmdjvQS4faYMHAceMjbzklOB23z4zhV1ThApm+MhiW1VJ3RSsdDOi9+sSQDPHZSOzevPYsLT+vg3NeXAZkOx9VxuPH73wtxdzZL2lPJrYs+TuDlLwbvodn5lZUSNN+/H5KFCkachfjIU504SMK7HI9TIDOe4yrvZ/HU18AieGIPODZkdNjvFVv8wAQ8uqyd267oYF5L/PCdxkrvq7tbgIUlS46Y1vTzn7sUHaY5PbCuQKlwWOT997+X80GdjytXyplxvIID+/cLGPXww/K7YUjgdP16adLY13doMlEoJGeEMqR1XaK7990nVRWm6fL/Khqa/n65J8XLN7P0ZHhYsgBBEmIV7R0IKPXww7Cnv4JJu8Dt+gU8uuqDLDU7yfTEGcjXMtjYyqJFcOdHRDdSWysTuG1bebk7EofMzAh0W5sY8R/5iEyO48hBfued8lBDpdKWlmjp+vT/q5Kmj3xEJnnePMnCUkJQjv9llg5xs3a3nXHvG/6jla1P6/h8sMPXxn7NJEuOguPhqZ0+Nm1yq1GVk66aiyl7Zdu2IwNDpc33FChgWaInrr5apkbdXiBwaFWYykZetEjA264uiaU88IAk6J53nns9x2PMvF61x9QU19e73N4gS10ouFQmh02Kqa93iYO/8AV3Y4yOimFaX3/o2h1O38CUXG6pFS7U4RHoTC1g4fwYfX0mmWSIXqsaHAcHHZ/HRvN4phr9lVb3rzvF4JunX0infx1f9F1HYP9+OcvXrxdkeOaYjZtotn1UCuyW3Nft36vlt/2tpNPQSgd1WpwOaskuXcvi9LZpJPIHu3X2PgS1Q810dofI9fjxb4eVq+5gw6IFlFODv/iFnHmvepXoo0BAHqo0yuuVy1HVadu3i6wd9TiOZ3q5MTIiYvP2t8MTT4hsplIiPosXS6beCQkORyIuZ2I4LFlNHR1TMruv2Nnwz6Ot2LasXaMnTvXS6d1+P/smCU7cdx+89tU2K1U2nePI59966/G53lWrBHy57Taxb9eudbOYi2MT7XzVOQuHDjxWnINOLTvNVgwD1oXEDh/VaplobiVarfNd/cP85OMdnLFUZNlevZY9v9jGlgfi3PbLWkbmtNLVBasDIreVi2rZ4RE5nbBtLsv8FIDfNF3ITPKd9nbBzW67zcUuVZM8j8dNopgtk/ioRzn5bG+XygYQI0OtweLF4ktecMEz/LLjM9rbJbHrhz8UOfd4xL5/8YvdTLLXr+3ld9tfzF9TTaTTboPOqT33LMHgf4TxT1DqORylTkZLi87IvDZGgAOIUO4ZgWCFHCAPPwzZuedR+4oqWr90CXo+K9bxtdfyY88HGBwUXzYaFV9hdFQ2fDgsEYhTT3W/t65OfqrGDFOCfgLGTFAKZDO+610C+uRy0LtzEk8yTXUF+JY2U1kFzRd9ED66l8f7T8P63Y0Yq1djz2+h45z1xOe+idotbhZzPA7BoE5yaRtdxWxnz34IWpWcGtlH66sbpzgpCgWJWtLUhNnWBFumd21fvVqc21zu+UujnzbOO0+E4VOfcjtTDA6KJVlq1J+A0d4uj85OsduefFL+P6Nhplip8+fD7t14MpO8bvuNPGl+gkJBcBbH0dG0tilnjW45iFTgFDjE+Is/IPOfz0N3t47jtGFOipOo6+JkFDRYWAm5jhlkwqYptULptGyyc889pvtWXbaFtNh1TrduLX7PGyO0G4Z8/oED8P3vkz/3Qh58UN6/ZvJv/Dq+lkBDBN3QSS5vYzQrjqkzIdefz8/oEAdi0YBkNOBm7CmAZcGC4xspTCblp+rqrvghX0i8icUGpVNcuIontKlJDvGaGlmGV75Srn//fuECveSS6Z+zaRPccgvkbS++Ytc5DQfb8eAU77lg6TzptNGdgqXNsubJKpjcDU0TAgKpzPtQSMqPu6rbylOTHCvHSzotRuYf/iC/t7Xx4NJPsuPuOt4wA9Cf6dTOmSM6zUHDo9kMZKogO0HUk2PJIpsDmXpSPWK/Llsmc6qqgB1H7NxrrtE5ZbYWcbPd1623ioCuXHnYt9x5J/zv/8qaLVsmQePSIJ/iN9myRWxFVUIUicj9Te27Z1la2t0tZ47ap5omfuj557vcytXV5ZOJmpvFcAaRwU2b5PZLqZ5ULw3TdDm6Dx4UVb14sfg5W7a4/usvfynvO/lk8VsUbRLI/zduhFxepyk0SSLnp6/PwGppoycAYxmomBBy4PTyNlhecqOHk7tjkUvTlHpC5UloWnl0RKWSHWmEw/K6REI+833vO/zrj+ZaZ/69+Lttw55ikG75clHThbyNodk0RibIZOr56lclCAVud3QFxMyfLzG/bdsEGJqt4/fMs6JQkNfk83JMP/30dJk9UrO89naJOX3/+/Doo3D//aIS3vAGOcZm8tQf6zjc2TY6KnK6apVkbinw+Pvfl0yVpibRs4cN0Ct98OijIjtve9vsF3OMHqg6r/J52VsN8+tYkNzP7hED0KgyJkkbESzNOy3jfWZ1f1MTPLL/VB698Fbe8NT1wj2jOCOvuOLo6oZnk81Znu+6G7QhmN8Cj+xsm6qarTThd0NteL1yjZXImvz9cYcabR7ztIME/DZZT5ito6um6UElkwMDsk6aJg7t44/L2hqG6PjhYfkuTSvaIM5zE5A+lqGySF/2MqEE6uiQPbJzpwC7J7RaYd06MRw6OiRdvGT9VGdDihj76Jw2rCiMFnW1yoKtrxfw5fe/d/jqBR3ckvgRhmoMEolMQ3Jn0yVHPd77Xknv7egQvtRvfGOqs5+7v3UaGtpIh0XPWEW7uWd+G/GQyIzWJ+eH16/jP6MN2oqA9bugs1O4jWJjwJjc53ZvG4UCmLtLmk468NeJdfgrzuWAd3nZ5NlIxA3K1NW5WajgcpFPTj5DLr3DjQ99SNb1O9+R1OumJokAdHRMp+Z4HoeyFdSY6Xeu/uRbWXBAbJc//1nOganxArj+52L8E5R6DsdsToaKzqqmZE89JeVlfj/47VezcvR7bAh8m/ZlKbac+u98f7183mc/KwZUqcL76EfFUEom3ahgMCj2oWrwobKpT8QoB0qBBEpVZtJLU4+gW3k+9+SbphTa8uVQecpSJjwetg+uJjFcy8bEJ+gcbCf3fTdjQvFlKuqW+fOlym1y0sF2HD688pfw8jdNZZGPjMimr6lxwTnTdKP1waDr+B5z3f2JGh/4gFz4dddJjn9lJXz848+JUsrnRWm+7GXiS+zaNSP1W9VyX3IJtLTwwNu/xw/j/4JjpNH10FQUWDXfUVntfX3ioKoEppkHdVWVfPf+/WJcFRtNTvEk5PMu139T0wwy4TvukJM4HJZS1yOc+KXfrZxSRVqs5HGKtHh7ko3fqaDirA8z9penqS4k4XO/4sE/nMTAwItYrB/kjG234fdsJJuV94XD7n4D2Y+lHG+A3NTWrfL/YiR5JiiqHKbjNVR1wcKFYtOYpsyxyqR8IQyVLaPmIhIRDh+1/1W3vfp6wWg//nEpiXrrW8UQB7cEMJuFaCBLMuXBdHQ0HPwek2zBPfYMQ9bpySfdTt1Kf7797fLd4AL5ypl9VmP3bkn17+uTL73gAnjf+zh4o8htadfyck6t6k4UDmtkkz5yKT84Dk1OP1r9GhqyEthIJmVfnXmmgMwbNsie/upXhVj2mMeuXfLzMPxCSj285jXiLGUy06u5VJMfx5HqhkRCwNehIbm3FSuOTBZ+JCN/YEASun7/ezcCefbZAkbNPPtmS4L4wQ9cUEoBRuPjIg+Kl61QcLm2FUA1Oupy8V10kZuVctll0lwVRK7U56oxMuLyVHnJEe8NMjTqZWTSbQY6OemCBydk/OQnUk+p6xKt0TRxiP7t32TSFVhV+nO252xbshAmJ2XCJieFx0ohHMd5bN0q8q6aavl8kM/aeLBorrfIVsl6Kv9T6WaVXaM41p9+evbMoquukqRGdVak0/IewxA7pFAoL7NHSlhbtkzI1nfskOl54gmJRd1/vzTWfd/7xH4pHUfj6Co9qK5X0SeEQi4TQFeXlNEODEhp4+OPy3L/VJIhjq5yRIFSSj8cp6HOqzlzwO+xyO7upaIwwRI9gWkEqArlGV/YJiXNKbeUcmY1oLJFe9K1wpGkMv/uv1+E4rOfPe5GsWnKvKs5Nk2ROWW/ejyuo57NQiHvUOONU2FkwVdBBVlC/kG6Ek189auyljfdJDI5NiZzU1srdobibK2okLmqqXF1i21PNUp+QQ0FSNTWurje6tWyn054cLi1VVLNlP1VMmpr3UaDhiG/e0q85NJuv/9xicMjP9zHnq4cv3BOZel7Lib+vsupfeR/af3+TejApkXnzapLjqayH5A/fPKTAqzs3CmpNhdccMj+npiQbF2VrGoYsi+UrhofF7D+7LPl/r72NQnc5XJy7vj9boWEou3o6ZHXSiDGwYvJYKGGb0+ey8JxeW1p6Tu4SbQqW6+6Ws747dtFR57QDucKbH7sMTEqli6VmrkXCKCjbHrl96fTrrxrmszza14jttGPfiRrciIpDV6I45+g1HM8Dhc5O+ccMWoUoLR0KWS2dvF44WTO59tc2fsLHvxgF06khde+VkoQYHqgJhIRwziZdJ00EKVzokGpXM49aGeCUiozacUKOOc9r5XSh3e5f/f7hTbi97sCfEW7mofTp5LJhJhXGcM3t569e0Wp+nyS8rh7t8xfPi+Ol8+waEwPcPvwG/nmTe107paDO5sVpfr2t7vKU3WZBheUGh8/Tg7n8RobNsjhMzYmp8oHPvCcfK1SkIFAGUdceZzFWm7bhpusEAmitNj7OehdRtrx4zjyfjNnkoxb+ML+Kc7Tz35WgMlvftM9qH0+WRvV2GvePFnT8XGXZ6BQkPd3d7sG1t//DnffuJ/X/Po+ogZoH/nIERGWmQ5HsQEe8+bJfSYSsveiUdCGBgmksjxgn8mWjnZy1gTJCR1Gwfm5jq3lsAIFJi5/Byt3RKc1QQEXnMtmp3O8AWKtKqblYuaJcmzVON6glHLEKitFN/T1iTPyQgKlVDbpX//qJmuUAtKlnQg1TbJOnnpKslje+EYXiN65ExqNGPl8jJ3aMmxHmkkYZhaNELatE/SZNEQy9I5HpkquDEPWIZsVP2vTJtHZai88K+DacaSJwX//t1hzDQ2SEVlEiBSXcykoBYc6tXv3SnnD/PkwcXCCnoxOpZMg7EzCE08QbJwDtEyBF6qR07vzdzKatLHt85/ZtSun8zCZUorqoa5OHFzTlMfM0r1k0pW9QECi+5mMOHDNzS5Z+JYtYowp4z2RcJ2zUiN/wwY5W374Q/E1FdjwkpeILb9kyey3Vi7ZQQUw1DUrwEiB1aopZ7GDOMmk7CuVXV9RIfeQycg8nHuu/P3kkyW7AVz+G5C9nsvJXEzqFRRsL5ajgeXqE8sS/ff44+LAHdexe7d0iRocFDTthhtcfe/3H7tRf+edgnJcfrkYHJdcIqlic+dKsOU4j+FhF3TRdVm//nGLOf4RjHDdVIaD2hMzM6UWLBCd87e/CS6nuNBKM4suuEBsCq9XwCu11oGA3FY6PXtZytEkga1eLVXxHR2SrbR1q+B6//d/wgf4nvfIuTgbaLZhw3Q9ofRgba3IzdiYyJxqDqaS2O67T15jmnKPr3udC0rlckdROaL0QWfnUa3VrOOOO1wOMtzz6kz/U6yMjbM1tYyQr0A4oIFPkO1oZpBotIm2Nsm4UdWCpQ6c0qeDg8gfzj9fsmWuu04A04svFv6/173u2V1/yejtlQw4xe+kOsopfdjcLLKXSkEu5wAO3YVmxiubqV0QoTo/iDY4QH21hyeeqOMDHxA5rK11yczzefEl6uvl+5TtoewjxS8bCk33BZ7voWwumA5MqOs+4cFhZYjt3y9CVsI9quyPrq7pDRjVdU/ZHyc56Ddt5OLJfXw6dwn/6f8WkYciWA+C3/8mVlas41Wfv5dbc6OM6zXTshQfewze/GaxMQ3jKEvWGxpgwwacz13L8G2/psv3Uv7Sv4xHHpFr3LbNPfOqqkQXmabs84kJmWcV5N26VXRJb68bMPV65e+KA8qyoLfbQgM0zZAyZ82h2TdKS1OOjr4C+b2DZLMth4BS0ajIXCo1nYZQ2cOjo1JKekI6nGuaGIOnnSYHbjT6ggGkwD1vKivd3gjK5/L75fIrKwXAe/xxOZNCoeNPafBCHv8EpZ6HUS5ytnatlDlYlgihbcPQzjjxyTrSWgUxO8CGg5dRqU3yolW9XHnlvLKfHQ67oFTpqK8XHXwiO/Cpz1YEsaWjFASCQzuNe70Q2v44T+9dzsPOW3FsBy8F8j15tFgW0xMgFJL379kjvl0plYb/vns5/ytr+VX8LLQ/G3g8bmqk44iRpWyOmZlSx8XhPN7jzjslxFBffygpywkcSkGqToVQAkrNIBfs6IBd9jLq2I9Xt/HYeUJBn5CPmiaOZZNyPLx0rWSy/PrX8JvfSC1+KCTApc8ncjk6Kgq5qkr2QDLpcrMUCvJ/v18MMZVpkcs6fOGLGrdo1xJpjrDgrqUseEyc9QUL5NHc7Ea6ypUyKGd4zx6RBfXaYBDCVpB+q5as5cW2YZJKCloBx7GxHIMAOUao5YrfLOODHxT7dioDMjFIIW2QzdYTCJQh7VQss6tXT9WqnchMqVKZD4dlXvr6JLJWrB58QQyVTfrEE253ZcWXV67p4sUXi4H1ta8Jj4GqLIoPm2QxSWvz8WkFbE1Dx8HEh4aDg0MzgyRydVOfZZoubducOTJfKvNB6a2j0hEznCtAhO5LXxIP0HGknvnqq6flcitQqlzFVKlTO9XRtDdG9WQv1cuaoboRdkgtc7Z7mBpPAI+nAdBkH995Jy/bdzu/iF7wzOSqv79YJ+0pU8/rDkX18Mtfus9lMnKb550n+vqnP5U1zedlDxqGyGN/vzjO4+Nyj5OTsl9VSadliRMdDMreVkb+5s0iA83N7nS+6EUCRh2h0nDWMTOKqwAjEIwlHndLZlSEuqnJzRAdGZGpGhgQ/ZnNiq6prJTS/Pb26VVDDQ3gzybI9OTpGa8GLAwsQEPTNDTHQtccbNvDD34gc/mMI6cz5TOfdzsXLV7sTlppilvp70caM4IXgFuPecstoiCvuOIZXnz5UVkJYSuBP5dH0+ppqLOp69uLrtkQWkC2dwRfxkt9fRSYzikFcut797p7UHUvq6pys9QmJmRtw2EX/IpEBJBSYMBsBPfHMlpbBXh96ikBp7ZvlzLX++4T/Pr+++V6ZpbjXXCB7IFYTK7dNEXm/H6RU9OU5IGZVGCjo/J4z3tkuUpbtqtS28Muvcqc7Ol5dvwQuj4la7l3n4eZt3nN0I+ovfxLbLAWcpm+kS5zHvVzfQTm1ZHtHSF2sEBVwyjXXlszq8OmQCm1toCgw7feKmTXTz4poFRrq8juzLSiO+8UA+QoSZJtW2xT0xRb5MAB2WKKv8wwZF7XrIGhQZvdu8TW1b06Kb2CVDcM+ppoDPtxBuMMZGtA1/F4RDcqH2HFCpnyykp5lKu+CAYFkHpBUFMURzLp2jalGYClJPUndNTUCOKs6nVL+Gd1XVTVAw8UQYPuGEG/RTba5NofVznoX78JbruNytQKerxLSVoVeDIS/MhmYcvwAh4c/jBBr8nydaJvVBWzCpbruuznaVQRxVJN0xT7rLtb1lUer6C7v4VcLAFX5RlrtJicNKbADBCd0Nws39XTIzprYECue9Uq0SWxmBt08fnkNePjMv/19SJL+/ZBMqmLXOoaGBBwsjT7R9E9EeY6PQzl57B5s1RAlo5sVuR+fPxQLr1s9gSS2Kvxpz/JzapygOfIdzqaoeQ+GnV9j9JEgE2bhLI2n3e7olZWHj9Kg3+E8U9Q6nkaMyNnW7ZA52MJGoN5/HX1DHTn2Z+rRMfG73OwbYu8qZP0ROjaN87fP/9b2q8/NLKjwKByoBSc2Nry0tK9mXXGM0GpYHB6q9Dd3/gtt923nCRhLEcjqGcBnTErDEkIB/OsPMmHExth56Netm2LuvPnONg33IffWEHe9mClZX5LIx25nAAiK1a4nFLqOo7J4XwuxkyjXv0OJ1S5qu5mIIasAg6nQKkZRlk8DmlvFYlAA/PyBwmSwdYNljVNkhkYI9fQwKhdwyc+IVwuZ58tP5NJt8Rl/36Z92BQ1mvpUrcRlCqlikTkkKuocMn8JxIOk7kMTfoweV+EyfpFbN8uh27pUADD/PkScR4YEIfW5xMHOBZzq05yOdcZTqchlopOpXErkv5gxKAwUcDEg43OEmsPXb2reeCBCF//ejGL47EEI+M2eiRIOCwyd8hBMqN0D04sKFVaghkOu8DHcSM7P46jvV2oSX7ykyIHXe+hPCxqDA/LmpbiJQcPQjZv0EMjFWGdkC/DwsIB/E4W019Bwg7Tn4wy4aslZQbw+2VtFSeJ4m0qFNzMh2Mq3ytxrjjvPEFNrr9e6nOGhuS5z31umpJU/MBwZJLj1lZYWdHN1oNeQgub0dQb1q3D2b6TWDzMKYXHWH/wTr64+oec3nkXPHQ7j668gN8753H2M5ErlQWxdOn0eoZZRmnWXzrtgkWlwGgm45adNDTIc/39oh/6+uRvuZx8ZX29+A+KDFeBCYmErL0y7t77XqkSe7ZR2FJQqqpqeomM3z+da9bjEZkZHxf56+uTa9q5U0ShtHtkb69rXJb6vuvWwco5CR5/OkgaB59u4qCRdTw4jo1mOwQ8Jvg8U3Qoz5gkdqZ83n67i/iGQtObaTwTgtVynbsuukjSfhIJqbe95JLpqNwxOv4zx/LlUO9PMJ7yilKLRgSQ8nhwRuLE+qFtTZo1a6L84hfTu++NjwtOl0i4nCeaJs+Pj8uUeDzyvAJY5849FHs5nmUpmgannCLYyeOPCzi1a5f8TKddUNYwRCbzeVEv/f0S4LRtcSwLBXlUV7syWPrTMMTpGR2Viqarr56u447KJqqqEk9zaEgu8uSTn9lNl4CgheE0F+3fx4vjv0bzDdK+OsLNuW+z0biaztQcRnrB56ujbU036+0v0n7gNGgvbxuVBaVAJuXLXxZSwi9+Uci8Xv1qkcVFi+Q1pbbYUY6ODpEln08eyiFPF+1Sj0d03MgIJAYzeDUPi/wD1LQtYCwhWzGfhwPpatKZKDYaAa/okUzG7RidTIpejMWEtuNXvzq0+mLRIgE3TzjQcwxDgbaKe0iN59QOb20VZbx16zRQCqRiY9myIqiT8xEfSuGrStB2ZpT1Vzm0b/46fO972ANDfLX+LgKZCsykrK9qJlNRAb15H1nLJ5y2yJ5LpWRver2yJqmUyENlpVzOhz4kWUT9/W7m07TR3IJnYgdz6WG5P8tQ9BSiVdrUGaWAnqoq+dxYDD7xCQnSXHutgFy5nOg103QpC9RjwQJ5buFC2LlTY25Nlmh6mL58PX49T9DvQHyElL+ZpB0tm+SQTsv3f+ADwoukZLJQkDP+hHKGPU++09GO0kwpmA5Keb3TyzG7u+X/c+YcmdLg/6XxT1DqBTLicciZOoHRPmrrHA6atVhoOGjkLLdjy5z5BpnJOr7621Wc9flDhfOFAEqVSxVWh6I6eFRXo3RalPUtD61iMlhLJOBhbNQmZ/vQ0MSA0jQMzSE0MYg1OsiId8n0aOTevXTsCTKUr8Hr1zEz8pmqg4yui8JOp2Vjl/JHveAypcpFmZ9pxPoYRykI4ve7azWbI15bK0ZtzDuPmlCOFYldOBkNbTBIZN5c9EgNkQlX9ixLDmtlKO/dK88rMEGlR3/96/L8ZZdJlHH5ctd/D4flM5LDaV5esZl72j5P4evfpjdg0NMjirz0kcuJcbFjh1SoeDzu94LbGUQZ6PX1cjB3d4tjqTgZkkn5ey5jY2ledMfBRidl+alP7GHnwwuJfqaGe//1Tjp6HyJ+3ruwX/Uarr9+Fj4HZakcBpSaWc73bIbSB8Ggm5kCZQz1F8hoaRHn6lWvknKncnX1ilPB65X7ymaLJJ8WGB4N0xT9seqUINpQGPYO4aTGSeiLOX35OHZdI48/7pb9KCdPZfAZhpv5MH++fOdRgVJqf37/+2KVHTwoEz0+LjUmH/nIIW9R4KjPdyh/zMyh67Dhtdu4LHYmXbka6lMqOm4Qi6whqvVx8cT3OTXxF3702DLyC5bAp/+dzU+cB08/Q06ioyjdKx2lsluqV9X/GxpkTUtLXkMhAaDGx93tYduyF8NhlxA9n5d1DgZdrKSyUt5/wQXHpyygtHxPZUbNLM8FV2fNmydgVDAor9+82b22fN49hxoaXF6vUt7vSAQ2fG0B5799glhMw9DB0CwMTPK2gd8LgWhgSnc+q2yc0vOkp0fSAjRNBO9DHzr0fDnW86YcsOTxSLrs1q2ukv/oR+Vvz8DxnzlME/xLF8DOUboO5qiPjhBwNLJ5H7GDEG3ws/5rzVM4WCko1dPj6n5V9qJp04NmS5fKmfjUU8XgRHD6988sLT5eQ9PEST79dOE5u+IKmUrFwRYOy2tU04pCQRxaVTozs3QsGHQzjx3H5STy+WQeOjqm449HDWasXPnsQSkQWevpIfjFa3jDhCnr8OEPwpo1tOs6Z527YAaX1gL0H512WNBUYfYTE2USuXRdeti3tgqavW2b1FbdcIMs6B13HAqwHmHE4zLfCoxWTRCamtxujaYJiVGT071PEY9U0htajtdv0NgocjgyInaKjRx4hYILUqiYQE+PJISMjIjOUY3kSnmK7rhDZPYFYdsWx8iI/JwJ3j7noNRvfuNmrJcM0xRQJRqFm26KMvrTx6h94Oe0vrkd/alxSfUfHKTjLdfQ+dha5syRMysWE/9CBXcV0GOaxUYpxYxLTZPnVEW8Kn9T5dnhsMiMyghuaXF/trQYzEl4MK64EdtyGFr8P2wdaCxbajgyIlvxQx9yuxq3tAgAPTTk+pQqEKdAs3DYtYkqGiqpTo0S7dmGrjmQC8GcOYwNNKHlD62IAddGOv10qd5WMvntb8vPZ8RneTTjefSdjnYoH6s0SKfs/nRa9nxDg6x9b6/YDqrCVFEaPKuA1D/A+Cco9QIZtbXgr42Qzc/FHopjUCUoNrqct7qOYejU1oJWF2bnRLiscB4JlDqR5XuzkZzDoZlSIOBCOi3X2ptpoWERGHEYGyt6no6FjwJGwEvWNEj2jqPVz8Pni0w/0B58kLgZZdKI4lgaPp9riIEYnIYhSlbxlpTLlHpBcEqVizLDc9IStBQUKc2UmkZ0XjJaW0WB7tkDk3OWEE7H0MwC5PM4jU3EuqYb6fG4XP6KFbIG6bQchosXM7VmIyOSwXTOOVLtVLYpwECBaGaQ9UvuQr/og/jXLGUJh/LGKEehu1tKBw8ccDk1CgWXMFsBVdmsGA0qa0t1rzGMYvlQwcYG0Aw0Q0dzHAq2QaWeYSQ+QfztH0dfsIe2yy+A815DPC6focoNp4wGld6jaS7zO4eCUMeT0FiRxqrD8IUOSinHcMkSkYVyQxlazc2uUWjbbhp6X5/s85ERqKlvJntwhFiukiijfOHiLBVnN/K2t8laRyJu+2w1R6WZD8dMdP7+94vQ/eIXrsN/3XVSJlVmlJbuzcwyLTfav/AGbn59OW5CjfXr5/HQt6/jFXe9mLA5hjneA+9/P54t8t58nmPPTFGZUs8AlCqXeREKSfJMuf09NCR7sr7e7cg5NOTKBMjzhiFr1dxcjEz3isH9bIaqbHvf+1xQoqJCSkrf9z7JxFSd80pLSi+8UJIuFIehOm9K97DKtlHGZeneq6iQ6PEnv1TJFR8uUMgZmOjomklVyKZluX+qLMvjOQ7ZOOedJxP29a+7qTSf+MSJNdr/8z9lgb76VXESVq+W32c6Es9gKG7J4Ck1NKQP0LnNYsSpwuexaVtbYP3XmmlvdzNp1ZnW3y/yOX/+ocGDQGD6GubzMu/BYPlSqZmlxcdzaJpcY02NALDDw/K9iYRLTAwir+PjbqfbBQvkbJucdBuIKDvI45G/JxLFbqRFsLM0ge2YQKm//OXZ8UopnoU//QnHNDE1H7HoUlbceOPUS3TKOGRHkBtF7D45KTZq2erjdeskU+q97xViMdX68L/+65jlsrbWzUDRNMl0qKpynf2REUgkHL6y5oe8M/tDHp7/Hi57unWaTKn3ezyuyVcaPFEAwuioe0aV4y1TMv1CzJQqBf7heQClQFChbHba5lf73est4qsnvwbuHJTze2REJv/f/534668i95C8VdkgCnTwet2E0wULxE4eGxNgVJXSqvPM43GB4VRKzpJ3vENkoawtMH8VnH8++ve/zwZnI5eFrqery3tYfaRK4AMBCaCkUu5Zpbpk53JuU41kUmQqlXSoy+Uk69TrBUPHaWyi0C3vK8fVqM77iorpMnnPPSKvJ6xRx/PoOx3tKC3fg+mglKrWUOdOVZXM18SE6I7jVR7+Qh//BKVeIEMR7G3dWk9lVIOkTZAsjm5QMIIUHF14E8Ku815OOJ/PTKmhIfl5tKCUcvQUl4sqmxkchHxeJ6Rl0c08TjaPqQXINzQw4dTQtqokGuk48Oc/U+sJYQR9WAk3gm5ZLi+RMhAcx22Prq7hBVW+dzgn8QSj/MqRVCnmR3LEdV069xw4AIm+JJVGhEBhnKzpI7ZljOjC6mlGuuLCMU2JPE9OirGo/j6z/KFsUwCvTZv+NOuX3EH7q/zSpnKWoWliDDQ0yP389Kdi0FdUiDyUOg+qJXg2Kz8VuKHIbndss9AtE92rg0fe6DhevPWNZAcsfE6e2uGd0GRPrZNKTVc8M1NVTyoNZPnyaWHbE1m+p/SB0g8vdFBK3fvhKsVKDa3mZtfpUgd+KCQOWSIB6aFJfFqUttAu1hduoP0rO7DbfkJb29ls3eqCQZXpQUg7OI3N0zIfVAOHTGYGwFhuOI5w58Ri8sIFC0QBzwJIgQvozyQ5P9w4XFevvi9uZtxbT0OuB+/EEFxwAd7GOwBo+O2d8MQxZKZYlqQZwrPOlCrNmJ2t6YdyGhctclu8q7UuBXuam6WMCsTIPh6lU6WVbTU18r3BoOg45fhNTEwvkVm/XtbhV7+SRKDKShEB5WgUCnK9qitnf78Ym6WOolIDug5tjf3s6/NTb8fw6SbhU08CQ+bByCRZ3hSntbXl8DdSjtdMjW98Q3g3Egm5OK9XQujPRRT5058WtPhnP5Pvi0Zl8mYbRwmeKnlrqU/z46Yv07F/O3G9ntql1bQ+fit33ilr+LKXyevUmaYIv1MpkadQSNZFOWqO43Z/nZiAU08V+iFFtj9TDk4k34c6PxUx8sSELN/EhFt67Dgit01NblBJ02T7KvDKMASDnD9fpn9iYnq3sVIb8ajBDMUr9UxBqYkJ6Zz12GMwOIgZruKgvogKr31cOGGam48ASoF4gf/3f5LK0dfnKp6ZxsIRRmurzH0iIb/rOoSTA5DUoLGJVApOmzfEO7M/RA/6aT8jz83zf8PGHW+YVurk84md1Ncn06NAbbXOti2vffGLZ8/Oe854mo5hKL9lZkbwc2qHNzW5tY87d07L7lOgyTTbY/VqF5BauBC+8hVqt0wv616yxG1SFQi4HUHVfXk8Lhedrsv9r1rlglfqDHvJS46i+cz73gd//zvtT/+dm5tuZqN9JZ279Fn10RQPZfFaly+Xc6qvT3SbugbTFMC9qkoSB2+9KUnXSAX1ToiAzyBr+oltT+LzhZk/vzzApAD/meXNKiPshIFSz6PvdLTjcKBUJDJ9jRoaREaUzX5Cuxa+gMY/QakXyFAEv5ddnGd4UAccLAw0TccxPPgN8W3g8MI5GyillNxzxSk1c8yWKQVupKBUYe7ZAzkziM8Rbg3HcYiZVTTUzohGFtlJW2sDLA15GfybCwAoRauMSq/XLddSirG0fO8FkSn1PI5SPik4unlZsADeW/tbekbDHPAsYSRQj6+QpC37KOvfAO3tr5cX3nknrabNypXns3Wr+EBKMcMs5Q933CEp+/ee5zref/g5rY/+N/pkAlouOLq0EkpBX9fhKP3ubFYycq65RgCI6mqpwd+6VfZOJFAgmfXgDXqm5iochopFDXSN6rRpj9Hq2QEHA+IQnn/+NL4ERVwIlOWTUp8JIp+KCPp4jdlAqXhcvqf0Wl8IY2apQrkx09CaqXf8fgEVrz3nL9Q98itq3342rf/1L+gv+RRsjqG//31s+ORvuezgSRKl1kYIjA6SrZlHrGt6pFHtBZWaPxVYLef8/+QncNddEoVVeddHINw8HMn54UbZrl533skZO27nBws/S0tqO+8a/ibcdRdvXlNNe0+ShXv/CteXyYopBQBK70vVPAeD4skeBVBwpEwpdQ6UA9ZsWxIW1Lo2Nsoe3LbNLaMFV38cz9Kpmdn+IOUve/dKG+9zzy0PAkLx/L7MzUZW5RGqLFOVgKquWwrnA7nPO++UEq3/qP4ZX+59PQkqqWcEa88BsvOXkRtN0mAPct5pe9H1I4BSM3mjQBbi0kuFhb6x0c3gmzdPLvK5IoS95RYpax0aEs9961Yhmy4UpgO3x1DWl8+DYRc4d9en0Hf/mTb/CKx0wDMKP7oTXT+P228X5x7c8raeHjd4pWkCAuzZ43aFVaBULCYyqBy99vbZ5eBEjZlnmOIl8flE5ixL9sTM7AW/3wWgenpkuUv6K0zN39Kl8h2//rX7/FGBGXfc4XIlDA1JykhVlfxtNp1SOrZvl/SQREIUvtfL3vd+nA1PfICLAney4jiU3jQ3y347YhDmhz8Ufe31Stn1jTdKZ4Kf/ezQw2gWPajrYt/s2CFOf1MTBGyN7MAYsZEw0aYA6/WvSTnUkiVwzz20X3ABZ103vXPiNde4a7dnjxwhCh9T5XxHys57zjraHcN4QWRKaZoI+wMPyIY6HCiVy4lidxzRm1VVYs+ee960/RgITO98GAjIesXjsj7BoKzn5KS7rqU+yjGdYboOn/wkvOY1tA9+j7M+Uk3HqRdM10c/uhP2iXyWs38VV1FPj8uBVognaJuTYP3XFtB+Rp513/4IG3kzneFTGfFWiG3vPMXS+SmeqHpdWRtVnfczQalS4Ov/r6Mcp5Saw7lzRdRK5UmNE1Ue/kIcJ/gY/eeYddxxhxxqJaM92sHN1dfwIvsxPJhkCFKwDcKeLMuXywGkhPOQFvPFMRsopQ6AVOrEgS//X3tnHmZHVeb/7+30nq2z0kBCoCFhJyGArEFGAgi4jmF0RG4SkYDLzCigmB867jKIOio6DptpLsgACYMii0hQZGeAsO+kWRKSTsjS2Xrvrt8fb96cc6ur6lbVreVU3/fzPP3cvr3eW3WW93zP+36Pl6eUV6bUqFH0fthXpamJjAZH1fSgP1eDbtSjBv34QN8juPLH24p3I//2NwBA1bFH47s/GIHGRvpfXLPNppBVVepEOX2wrK83LFMqRTgAZVGqVPkeABz0VAFf3Ho5vjO/DTdf9BSu2efHuHnaN3Hb3hdhzt2LqY3vXFxUVVfhoouoHb/zDv3dgQF6fOcdhwBr58Kq6sYCZs0CTh71BGY9cRWq1u2MLHlk9wGLvl7/+6KLyFz25JPpkX/+3XeBSVPqUV1Xja4uaid87Pg7L23HWKsDF560AlXTptJr+tnPgEJhl9BzanuB+jvDPgYuohT34TgzpcaMUe3eRLNzPQ3eDQ60eNzQ4XHyoFHv4qyXv4eTL5yJWd/+KKpG5Kg8Y9YsYP16zPnRh3HlF1/GzPHvYmt7J1bX7IuttRMxa1bxSSe6Z0PR+MmLfx7L77iDTnV67TWK9D78YSoLWbiw+OdshBWlhrCzr730gYX4S3Me1+x7OdbNJfOiY57+NT60/n9Q1ds99IKxAMCdT39f7Cc1YwZw443FP+dCqUwpPeBiYe3kk+lx1qyh95XLl6qr6e+x553r2FEG+TzdrrY2ChAffVRVBdhfq/7/OPPrqKPU62RzV33+tiya71asoL5XW0s65pIlwA+mF/DZcffgyjPuwcxRK7EVY7F6fS22vr4Wh+MZfHDKm5ic/7D/N7FkCY09d99NaUK3304T9LRpNAj8+7+TQFSifUbKDTeQSnDQQTQZ8ypl8WLgm99UAlmAsr7e7kGc884Pcfjae0ihufhiOspo5/vKo4CFC4Fbb6Vr3t9Pf/7dd5XfS1HsMUplFtXUkD+KPh54tYO4cJvDeFyyLBKcdHgcPPhg4Kc/pfFl48bi+W/zZmqvJ59M/0Mf33yJUlVV1IC50/N44TWm8ItbupROIn39dXW04cUX443j5tOfOjofSdv0dbCH3uaeeYbM+LduBf78Zzp5Qx/U7O/NxqhR1I4OOYT+xOq+ZmwduQdmWc/gygnfw5zaJ+j9v/jirjaut6mzzlIx8dixxW2SS5onTQKuvto7O8/E2JZFqVQ9pQAVf9l8pepvbsWp7QUlSn3pS5QBOH06dcD99tsVl3rFlLvtRuebzJxJbeC995QJ+pgxyu8t9By2227A6acD7e2o+tkVmDXiBTUe3VjcPh3HjjVrUbNlA0aNouzBH/0IuOVLD+K20Qsw54ZFwIc/jDlrb8X/zvo+bv63x3DNnt/FzRc9hdt++ha+sOFynNpeGJLdb1nq/tlPWOfr6WjgXiE4eUrpMVGg9dEwRTKl0sK+k/mXvwBXXIE5b72E461foPXYX+NH676Ark09mNL/Lup3jMOO6uaS3gVuolRjIw0SO3bQRDetxEZrUHp71WRjX1hxJgrgnCmVy1Fn/Nd/VV4NozvbsQ82472x09Aw2sKluZ9iwZZfoeoH+wOzbiOZf2fpHgDgpJPwwQ/SwHrppeqkE67B54+mJuWvU1Ojjt0EzJq404BjLhZT/BjAWwOD+HPzQhw4N49PfALAtM3Af/xF1a/cdx/Vw+0MvObAuWRn1izgwgPvxpy3NqhTdPS0hfvvp7I3Vhz/7d8C75y6lQu5lV7Yf37MmGJvJqtjC2ZZz+PCf9uBOftPA67YOdtWVQFXX40cgNPfBz79zo+Re+xE4EsL1Dm5AJUJaLutuijFlTVRwa+bx4dcjtaFbW3qREKT4HWqfhCYnV3ZpU6+YzxOnvYiqg5YUNxWqqqAxx+nleYLL2DORR/A8fsfiOcX/zs2HvfRoTuNAHJVVWhoyKOzk8aWotKDnUEqXnmFyk9ee43u8+c+R6sGoKThZpjyPUd2+iq0deSB2+lLq791FfZc+RAGVr6L3ICF/pp68kp5801KB7zhBm+DUN5l6OjwLRSUMjq3G0XruN3Xmhrqd+wl5XUqY7nk89T3+/roXvsdajjzq7WV5qKuLlUCzHPv2LHAL35BmskVV6hsxR9ML+CEN+j6zsnncfw11+H5r38fG7tHYsKO9RjVPBLntTwwdKfZLXPtrLPoGNPFi2kly2rYhz5E2R9f+lLyhrB2sen66+li8KTzq18B11xDquT55xe/Dn6fQHHGjWVh3PX/iZPevxUTet8FPnIqcMklQ95XfiFgnZvHV7+qPMr2359Eme3btdhjNJWOsnH9pZfSpTVhMeA2hx1xhDpLoabG2VvG7Xd57OcD55xEZE/4Gl90Ef3zV1+lMdB+ChZ7vixZQv9k9Wpg2TIa/E46iQT8hgYgn8e2nfrT6NHa3y/DE6ZkubqTCHrZZepIrPvvBz7+cRJ1b72VSg1PPNGxnwy2FnDRKw/i+aYT8cWb8nj7bc6oG4vDbroLVb+5kn7wkEPIZ83hbziNgQceSG11wwa6p1dfDXzwg97v28TyPSOMzltblQHhyy/TYLBTNal56lF89p2HMGo0gJ9voHve3EwnM950E7WROXOAJUswZyFw5ZV5z5jyS18qzqrcsiXC8t//+A86ZnP5cqq3u/9+crx3mKeH9P9No1C7YzMOP/BdyoyaAwAfBVb9SWUGNjej6oNzMOvBXwEXLgTyHwUAPHEjkFs9OCRTSr939jmeRako49qsYS/f49JxgJZLQdcowxERpZLGnsK8ZAnw8MOUn/vMM0BnJ6rOOQefv+4LmP4Q8LOfjcSrT+yBDe9qx5J6NE43UQqgiS0uUYpLFurrhyaw6Gq6W/neiSdqnfGJLdjQMYjapj1w9DGN9H73+QJw1r20dX3ccSR2WBZFGXV1dKxroYCvjBrEoXcswHe/u/P0kkG6JgcdRLX399yjUvj5tRhldJ4ifJ84i4FFqZ6eojm7iKcOWYBHtgCH8vfyeRp5Fy+myP/11+l+cW7q//zP0JI8FgEu+ANw2UPq7wBUx3PDDRQM1NZS4/rRj0Ivmrx8ePz8/Lhx9PXNm4EJj/wdh+3VgaoFanGE//f/6DWOHw/cfz8+vPZdPN90Ik5Z+UbxUdN77w388Y9F5Sl8/blfxJEppZdtNDeTKGVippRuNupF6Un8DOdfHDGCBKSdDqVVr7+KWR+fBnDymr10aMkSfHg78L+j8irwKhRoZXDkkTSI/Pd/k9pXU1MsSDEeiyuv0udA7BQmGq9VX9rzrzcAzc1Y1zMJubVrMQojVEbfb35DAsAFFxT3qdZWWliOGAHcey+9r44OqmHzk7lShigFuN/XY44hT5+xY+MtnSoUaN44+OCSlZdDqKqiaqTp072Dyw98gE4kGjmSxtYTjhsETlALiarzzsWsX/0CWP0c0NmJ7vfrMX/EdzEw8F0VRwBDS9x+9jMqh9uyhSY1NhyaMgV48EHKdpsxI3lDWKeF//z59Nquu44uzk030QT9/POq3rG1ldLV3nijqD/u4m9/w9jn3kZf/xZsr5+Iuk9+0vV9zV9Ai33OMGppoTXdl75EdkL6vTr6aDMXAm5z2COPlF7MOP3u009Tk+D5xqm/liSfpz/yt7/RhtHMmVSKOThIJxrwvcvnabD7939Xk9IXvkDCpFaKb8/sLVck5XHVVZRyM0n+/vdpPL/qKtrI2G8/umjHHEPvicU2jul3tvHB3HR8uH0JRl74MGadeByNyw89BNx5Bw2OEyfSGOzxvuxjIJfZH3us/3ZpotE5a0GpilJVVcCf/kQBUGMjzXUHHwwUCqh5+w083zQH//jqj4GfbaNNmenTi1NmmcHBkjGlU4l9pOW/119P6XWvvkoDWk0NcNppQ9tWayvmPPoojv/YcXj+uwuwceNoTHj0ARx2/3+i6ob9gJePoDZ9zz00KXV10Vj89NND3vezh+XxzABwlE2UYoFlxIihlhC8fpDyveI1ckcHPXKFStA1ynBDRKmk0TOkzjmHJvGlS9WRYMcdRwEa9MY5Fhv/5wlMGNmNw771Mc/G6SVKTZ5MZfJx+Erpiyq7zQ9PMnyaGcOLb/7arvf7w79j4456TPjnU7XOOIWixuOOo5z7efNo4AUoQLj11l0B7wc/SBsG9k59//3FohSLLn4ygioBN08pgK6N3YcCcMloOfdcasPvvotdqSU//KE6BmflSlRZFmbNn69+p1CgCXHnDhQA2hq88EJKcWdBavp0WvGVgaMPT5ifP/ljxc/nz6fO9aMfkSBnWaiuOgSrGg9A16HjUH/11crwo6dnyAItzvI9e6YUYLbZuR+jcyb0JH7TTRSIvvgiLeA/8hEq1XjqKcedxpO/sQTbmyz0vXkS8LPLKKgdM0Z5hOVypFq2tAwVpBiHRUhPj8oyLTtTaicc4J/aXsCEPy0BvrgQyzbm0X11AZ8fuAY4djplKmzbRhmI7P7b1UVZJrfcohyTq6rofQVIGQpSvudGWsGZXTvh50CwtXGp13/LLTScVVfvFL6qFhT//UKBFq+1tcC776K3uwafeu+X2PajZ4Bz5pKiBdAGwD//M01w//Ef1H6bm+mjt5eyiidPJtH8ppvSM4QtdTrSQw/RBXrlFWqXZ59NatGTT1JG9Kc/Xfy7l12267SM6k5gQ81EPH7cxTjb6T3s/FqhoI5B7+ujtWh1NZVcnntudhYCbgtdP/3F/rsvvkiPPJfr/dVenuPJbbepo71efpni2/PPp/j2rLPoHtxzD2V1bN9ON2DaNDoB0sYQUapMeFxtb3c5qMKrT3z728CnPkVpSex/MWECLf4vv5wu5po1uzaX+z63ED+/KY8LX1uEWf+7lFZZBx5Iwv8779BYesghvtTucsdA0zyl+PRBIGVRiq/5hRfSC/r1r0ntW7IEW078KGpveBbjO98DBgapE4wfPzRzU/s8spgyDI2N1I7mzKHXumMH2QhccAGddMqB/KOPAkuX0gmWn19AX/uHM4EVv1MbvzU1NG/svjup9XvsQQOkrY3yms2eKaX7Sdn7mJTvqbiWD0Hp7R0qSgERt4+MIaJU0ugZUn//O6lE3LNnzFDlaDvZ1Thnnerrz5fKlALiFaW8/KTYl4U3eXms1IWqG28EBvf6mHOMMH48GXH84z9SlsOf/kQDqMMC36lTc9YFq/n2TClTJu604ACU78dOz1H09dFk4yRKORpSFwo0wh54IF1sPpZk3Tr6Q9u3A9/4Bi1CTj+dToL629/oKL+jj6Z/+K1v0c9ZFi38x4yhxjUwkJwhbxguvpgm97VrgZ4eWNXVOHbjn1D7LICtG8nUNZejVKsLLyx6HzwMxOkppd/DPfagRxNFKT9G5zqBJ3FWGj7/eVrsHnkk7TQefTQtGg46iBbDj+08OaGvD7VWL77Y9nWM/HQ/MMJSwdtBB6nzfEeODJxaw6eWsmYbBQ0NJEh9uH0J+r68EA35PKqvBP7SnMex+wC7PXYZvfaNG0ml/6d/omtx5520cGpuJsVk8mR6P/X1gd6XX6PzUiQdnDkl85RT2eb2+ksKX/YfuOYa9C++AgO9wMSXHgS++7A60eOuu6jE5NVXaSLefXfatBkxguKJb3yjPHUtKkqcoIc336SF39lnU4nho4+S8FRbS/3qD3+g93fyyZQpvWYNtcnOTlijm3Hr1IvRMSuPs13+PL/9lhbqa6edRmU048fTPDccFgJh3oO9rCawpxRz++1UD/nyy7TSGj+e5u0DDiDB5qyzSAB47TVqu/vuS+OMw5iil8lHAcelHH4E/rtPPUXx+ZYtlOqzdi299sFB8muzLMqkOvZY9E3ZB+ev/DoO3fIIMPsQEuFuu00d6/iTn1Bf8Nkfy2mXppXvsRYJuItSvb3UPLxK9yMhnwf+7//oHvzud5S5fvDBGLfsGhy3sR2bR01BQ/1m5QhuaswJUJxywAHUPteupUZzyy20Tjr/fNp4evRRinMefZSyGQ86iDaP33iDfp7rfr/1LYpPb7tN2zEp7qN+RCk7kiml2n5tLbX33l51srMuSlUyIkqlQT5PaaO//KXq1fvsQ6pRmQvutEUpPyfvcbLYwQfTcxaLfB2209hIYtQ//RMF3O+/T4HBueeWvG72UiARpYqxZ0oBtBbo6HA3Ox9yUonbamvBAkrp/8tflPB6221U/27tXOC/8QZ9AEqQqq+n3dQvfMGMhVUpCgWqLZowAejpwZubj8dbPXtgr72ex8iNOaVANDUNef1JZ0qVLGlIET9G56FxUh6efJJKTLduJaGmp0elEOzEqq1FldUPWKD7d8UVlLl5553097gELmAb1U3OfR4m6QoL/pMmATmL/N7+ZWd56YoV9L8GuXT7gx+kk9BOOomC1//8T4qWDjqIhIwNG2iX4LzzAr+vUuV7fjKl0qBUMk8UlW2lhK+Wh5W31K5vnHceHlteh73v+S3GDL6uSoYmTaIxNZejQfiss8jv5u67o1XX4sTpgvz971Qq9d579PyAA6jxPvQQCRyWRYvFdeuASZPQ1bAn/jIujxNcThHV/wXbHJ5xBukor79OXZjjkUrDflR7qPI9vsBf+QrNf2efTXN4by+pgB0dJM7wwJDPUzapNqa0DuZ3VcHZM6V8HPjpSV0daWSsJwUSpfg1cqZMoUDlfIceSieicH+qqgKeeQaN//xxnLnDwqbaZuSqq+m99/TQG2BBiq8BEGt/NC1TijOCR48eWt6lb1Twyauxc+GFtIkI0Fri6adR02/h6bEnYtNes/CxsQ+6CjPGoG+w5fMUBPziF6QQvf02WUpwjN3frzZ2+WjYMWPoZkyaRB3l738vLrd1mPfdRCleJzjdOxGliuPahgbSEDlTyrQTsNNCRKm0+M53aFLu7SV/mRdfjGTBzZM4H3msL3ImT6bHtEUpfms//Sl10j33DHjYTk0NCRqzZ9NIV1vr63rZsy749bCqL55S9KiLUo2NNGi6XZsiUarUamvhQlrs/uu/0sLiggvUbv/nP0+P1dW0K9neTt97/31akJi+sAIcBbn9v7kEL49diLcu+W9MeOYaEj3q6qhj2oIcuyjldNxuWJwypUwu3/NjdB4aJ+Xh1luppOLdd6ndHX00cOaZ9AJ2pgy+9bW70b+lE5P2HomJEyxa4bAgVcbiPzI/KSjB/5hjgMd3XwAAuGRndv9jjwGf2FrAjEeWAN9erF7Xww/Tpkh7O2WJPfwwpfPfeGPo9xVVplTSJFHZVkr4woPOP/Da0XkMPvQwpqADddMn0yR/wgkkStXX06qby0aTUNeiwum1FgrkKVVfT/3x7LOpT559tso4+cd/JL+zhgZYa/txansB/bXON0n/Fw/ttC3s6aFqs61byxeDs4w9Uyqw0bnTRtRhh9F4sn49XfzPf55E/P5+clZ3OABiv+nAt9+g53qmlK/NSh/svrsSpWbM8PlLpWIaPmKvu5v644YNsHLV2NFdg7/t8Tks2Ot1lSFeXz90Qou5P/I429/v7guaJG6lewC9thEjqLt3dSUkSj38MImmXV2UKNDQgB27TcdDXZ/CP65bAny1zBruuHFqn3wqw5Il1Kn5xKdzzqF2NjhIPlR85Oi0aUrQWrSouNwWcJz3eY3gZnTulCnFTb9SRSnLGipKASRMAeZu1CWNiFJpcf751IP33pvUIn2BWsbgxwO5ZdE8qA/snCnFpuRREkSUAuitvfIKeQP/9a+0Ierz9GfixhtpARVgF8NtZ0YypQg3UQooLUqNGAH/C6H6eiq94DPe+/spv54n/3ffJZ+UwUFlcKvfXxMXVi7B6xPXAx9esQTN338Y2PYGCXIuQY5dlIpy8nby6OC+un07fUTl3xEFfo3OQ2FXHvhecLYlPz/oIHUvCwXMeHc5/mfPL2Pfb+XxT907f2a//cpe/Ed28p72b3/5S+qze+9NQ+WSJXSYRNODg3hh9kJMsQsAe+9Nk8XAAAlSZYoapTylTBWlkqCk8JV3/oFDVhQwqesNPPepxTjx2p3t9LLL6JsTJhTPg2n5RoXBrT/ad+qfeIKEt+pqSnW66SaaJ/J5rPxiAR++eQneewEAhr4//V/w/NbdTYuE5mbgM5+J6b1lAHumVODyPX2s4HvFWaOLFpEK+MYbdO9GjBga7+58PGFwEAtPoF/v7KTY4/77SXcMFBu60NxM1fOBDvbwGgcffpje2842yAv6wcmTsLZnEnbreYdimW9+01vYiLE/6gvd7u7053g3k3OAhGE+pTSRWJzvx7/+Kz2/7DJg3TrUv/M6Ptt9Gf5+7GLsb/pmaKn22d5Oynt/Pz1yO9xrL1oIrllDpwry7x93HD2WiLlLZUo5iVL2cabSGBigdTlQLEpJ+V4xIkqlQaFAp+CcddaQFOZyF9y1tcpAbft2Z1EqjkwprkpyEqXcFiKf+xxlQXMygu9xPqQTrX2XSIzOi+EJJogoxd4/I0bA/0LI7f7xKZT2XR+n+2tKUMC4BAfPHpbH+FcexoxnHwJ+uHjo69feVxKeUnpQ2tBAVWgdHbR7PH16dP+vXIIYnZeFHxOhnZ+/csxC/GVtHvM7ASzQfsbtGCSfbZQz1aIyOc/ngVWrKBN10yYafxcupEDo6jcWoGoWcDr/sFtf9FoF+nhf5Z6+J9goFHDw/y1BoXkhJnwgjxPt3z/nHHo0bdEUFLf++PDDagf/hBOUGLeT14/JY80DwOdWLAEK8Hz/+oJqSPl5BVJ2phTP+0737uqri7Mv3OLdnY981772NVrA9fQMPRg0LKHK1d1iGj6YhQUpfn7WWeh/4Q1gnYU57UuBD3tnnMSNnn1kgijllSkF0LyQiCjlcLouFi+mz792CUb2bxmapW3iZmiQ9mmPsZ02fRcsUDG3/X1q7VU8pYKjv++aGnWNeIyV8j2igqfilODB4f/9v9gmq1GjaDGyfXux8TiLUtu306Af1cKgr0/VintlStnTE596ijJHR48OULJdhhOtH08px5NZKgQeHO2eUoDP8j0/eN2/H/+Y0jmyUHJixyU4qK0FXhpzHPb+6Ak4tMT7iqt8z7KcPaUA6q8dHbShZpIoFdToPDR+M4IWLsQ7nXngFq0vRNQuoyzfYy66iA5nGzVKCf5Ll9L3domdUbt6a2S1fM9YBgfx2vEL8Ze38zirH+re8UJKN9zJsjDlVsq3c8GP446jn+H3vfO99vbm8ZfmPI6aCkwt0R85DunpSVD8NhivTCm2oPFVRu3n3gElx5jPfQ746ldp3qqri64Z6yfwlY1TdtjO51t+UsCatx/EhnEzcErKWd6JZx+VgNcJXqIUkMBr5fsHDJkD33gRePuGh3D0Kw4CdxbGVD/CfpmbvqVEKafSy0ov39M3mfVMKUbK94gKnopTIgGvB12U0mlspI/OTsqW2muvsv8VAMoC5QBi7Nih33daiBQK5Mf3ta8FSnYq6/qVEqUAEmYqdcHkVb7n2+i8FGHvXxaCAQdqa4F7d1+Ag08EDnX6Ae19xWV03tOjRB67wesee9ChXab5SsVqdK7jI7uvtRWognNGZQF5DALw+CsliTpTCiCLrBkziqubx4yh7+1qVzHORaXK9yQAC8iCBXhrAMDbO/tyljyjguDUH93eq/Z9bm9vzcmX7Ix6+V6sZcIZwStTCghgOh3k3nm002uvVZuDlhWdv3SUHoqtWIAq7Mzssr3H1sE8WsfmcfjhwCmne2ecJAGLUiacwMei1MSJzt9P7LRAbqutrUPa56p/yONnT+bxxZEF7JfFcdStz7EozI9MiDkjTPlepWdK8bXK5cjiy77OlPI9QkSppEnA66HUCXzvvBOtKKXv9DtlGdlFqbI26Mu4fm6iVG2tCoA6OytXlApTvhdYlMqS10kEuE3edgYH1aIgalGKs6SqqpQYwKe0OQXq5Z50FAWxGp0HxH5aKPeFKAx4OzvJaBmILlPKrSLv8MPp+7vaVYx9Ucr3oqcoqK+kcdTHe+39T3rqpwSCf0Zvl5IpRe3KssoQpZwI2E4LBfJgbm4my8nPfS66xD89U6rcjHieEwAgr73HQoEOFObDME3oi2l7pnKskc8rUWr8eHq0xxqJv1aH9smxxwuH5/FPQ79tPm59jkvznAjYTt3iWi+j80r3lNI3QHK5oTGQlO8RFTwVD1+8RKnJk5UoFRVeflLA0IVIWpu8bqIUDxCdnWakOKeFU6ZUqfK9Ik8pYQhup5TY0b/P1zwqUUo/eY8DcQ6qWahgUSqqk47KxaQMBh6X+LTQzs6Ap4V6wIL+mDHOgVxQvAT/n/2s2EcnTsToPHoqfafZC25vfgJ7Fub1+KiSRSk9U6q3V5nxVlVRLJZUhg2PXZ/8JHDXXTQPRulsMWkSzX+9vWQuzMJIGPTX1dMDnHYa8MAD9PyjH6XDe0xpU4llH7mgC3h6ppRTrJG2gAaIz5wfOK7lNQPDmVJSvjcUe/a/ZEo5I91uGFIqUwqIVpTihZXuX6VjF6XS2uS1TzL6oMBljZUsSjl5SvE1KiVKyQTuDC+S7JO3Hf37UWdKOZmccz/71a8okFi7NjqhJQpMCwzzeXVa6O9/D+y7bzTXKWo/KS/B/+WXgT/8IVoDfScGBtS4ABR79bn5CwqlqfSg3osgohTPb3p8ZIL4nRZ6BoMe/4wZQ36DSYkZPHbNmkWiFM9XUW1WVldT/Lt+Pc135YhS+uu69FLgkkuAAw+kQ7UPOIBEKVPaFI+1acW2uoC3YQMJUn/9K3D77UPnKpNEKdlodaeUp5TTphPHcnpsUEnwtXITpSQmIqrSfgFC9PgRpdavj+7/lVpYmbIQccuU0j+vZFHKKbDnHY/IPKUqDL/leyxKVVerRdPgYDRZg1y+Z/eTyufp0K72duDOO80RpCzLzHb1qU+RsNLXF/C0UA+i9pNasMD9dZ15Jv2fuEUpe1vnU7QGB1U7l0yp4FR6UO9FEFGKf0bfaKnkBaieKcXXpL4++QwbHrucsi34YLByidTsHPS6OLusv5+emzZ3cdydpqdUPg985jPA6tXAc88Bt93mHGuYEIeblKVtKmGMzu3edZVGqUwpKd8jRJQahpQq3wPiyZTyW76XFl6ilJOJcaXhZXQemadUheFXlNIXVXo7jWICd8qUYr78ZRJaWABLW5AC6HVwCYlJgeH999PrGhxU5uHlEofJuRtJeTo4tfWuruJFUdobFFlEyvfcCVO+x+JHdXXlnrgLFLcrPVZLSyDwKgEqF45RoxKlCgW6blwWWCgkeEiHT9Iu32NOPFF5bdXWOscaJolSEtO6I0bnwbGLnVK+54yIUsMQL1FqwgTKnHjuOeDZZ8vPxBgcpNO7Nm+mD6e/lwVRqlSZWiXAopS+YPQrSlXyTrMXQTOl6uqKF1Zxi1I33aSM/nfsiEZoKRc9aDGlXRUKwB130KLm8MNpl3fJkvKvV9Tle15wUFiqLZYL//3q6uJxleeBXE52BcNQ6UG9F+WU71X64pPjor6+YqPitDJs4hSlojyBj8vdJ08GZs4E/uEf6Pndd9P3TZm70i7fY373O9rUaWhw39QxSZQy5f6ZSKlMKS9RqlIzfUuV74koRYgoNQxxE6Ueegj49rfJW+Tvf6d02n/8R/p6GB56iEwpH34YeO01qqt3+ntZEKUkU0oJI0HK98RTyptSolRrKwVnuijFwVB7O51EVC5uohQH1R/4AAXVxx8fjdBSLvqi24TdZr5O8+eTeNTTQ2NnFMIUL46SEKW4LSaVKVVbWzyu6ibnlZyZEhbxlHInTPmeiFKELnbqnjAsZpTyQ4war02UcolKlOI54bOfVWP3McfQnPDnP9PcbcLcBZgh9OibOl/7mvvcGeVr5djK7fW0tjp/j2NaU+6fiZRTvlep85cYnftDRKlhiJMo9dBDwL/8C4lHnD47ahRlTP3LvwQXpvjvrVhBf6++Hhg3zvnvmSJK5XLFux+6mm96plTYCTYITuV7XkGCqd4/JlFKlOKTaW67jZ7X1VE7Xb9eHV1dLk6eUrqp+Zln0tdaWqLLACoHPWgxoV2xAe955ykxZds2Kj9YuDB8tqllqUypJMr3kvJ00AUCp0yptOeBrFLpO81elFu+V8mUypQajuV75YpSPCd8/OPqazt20Jxw8sk0tpvSrtIu3+NYY//96frvtZeaO+2xRpSiFMdW9liGX0+Vy+qX50dT7p+JlGN0XqmilL18z55NJqIUId1uGGIXpQYH6Tjwjg5gn33o64ODNCjvvjuwahXwox8Bv/kNTaZ8epL+0d+vPu/ro4yr9nZg7Fj6e3V1FEQ0NgLvvAP8/OeUeVFVZdZipLpaBfVZMjrXj9XVa/GdjtUNi5Mo5ZUppS/GJdXZmVKn7/G9/OUvaUKfMYPuaXs7BXCf+ET5r8Fp51k/pe3Pf6avvfsu8G//pr6fFjx5V1WZkVGjG+yOHg1s3Uqi1IQJ5Xlwbdumgji3k0ujRF98xomTKNXVpRYBJswDWaTSg3ovwpTv8ZxW6RkRpTKlhlP5HotS69erGDgMPCe88476Gs+zJ54IPPOMOe0qbaNzjjWWL6c5b6+96OtOpypGGYfrp/51dZFY+OijpQ90kfK90vAYqse1AwPquVPfrfRMXynf84eIUsMQuyj1/PPk+zR5svLz6O4G3niDvj8wADz4IPDpTw89ocuJbduoBLC6eqiQkcvRCX+vvEL/d9as4rKNtKmtdT4ByvRMKX2C3boVmDcP+Mtfoj0xLajRuWkZLSbix1Mqn6f++dvfAvfcA7z+OjBtGgm+UQgInCmli1K60MJB4rvvqteTJqYZxeqMGUP9b+vW8v8WZ0mNH59MQJK00bmbKCUm5+EQUcqdMOV7vPCt9LlLHxf0DcThKEpNnEj3u78f2LBBHfwTFn2zjmMk07LH0/aUWrCg2EOK4w0g/tP3+O9feimweDFwwAHABRd4xzhiSVEap7hWXyM4eUolFX+YCse1fO309Wd1dXiBfLghl2EYYhelNm6kjy1b6HlTEz3mcvTBGVD19bT7P3kyZVBNmUKL45YWYPp04MADgUMOoUmlpoYWaGPG0N/TPVHq62mw2riRnpuWKcXoiyPTM6UAmkjnzwe+9z3g0EPJODIqQQpQE4yTKNXfP1Qg0ctIZFfJGb9G53PmqP5YXQ3suy99PYoJnMcBN8GZg8QNG8wQZU3eqeRryEJfOSR58h6QbvleV5dZ80AWqfSdZi/ClO8xlb741N8/i+1pilJxekpVVams1CjMzvX5kgUq00SptMv3AGDNGrXGmDTJ/efiiMPzeRof2G6iVLxs8qaYKXiJUjU1zm2/0jdV7GWhehwkWVIKQ4ZNIUp4Mt+xgwbiCROoI6xdS5Nyc3Px0bjvvUfi0q9/TZlNpXj2WeCxx2hgmjZt6PdXr6ZJZcIEem7SYoQnGvvAmRWj849+FLjwQrqvlhVtVgsHLU6iFEDtiQVNQDKl/OBXlLrrLrqfNTV0XVevVuJuuThlSumMGkXZOps2UbbUAQeU/z/LwV57bxJjxtBjFJlSSZqcA+mU7+njKosqkikVDvGUcidM+R5j4jiTJPr757mioSE9MSPOTCmANgHee4/G35kzy/tbeqYUi2mmiRppZ0oBqsxxr728S/LjeK2FAsUUuRyNE4WCd9xs8qaYKXiJUm79ttI3VbyMzkWUUkim1DCEBwXLooHisMOAo4+mhr92LQlRfX00Ma9ZQwPMMcfQz/nhsMOAPfag37XvNq1dS1/fYw/6OT3DxiRRyp5emoVMKQC45hq6r/oEGwWWpe6TPkBWVbkHCvrkIqmnzvgRpQoF4P77SZz4ylco++2tt1Q/LZdSmVLA0BK+NDFtp1knykypJE3OATE6zzqVvtPsRZjyPcbEcSZJnDKldKPz4SZK6Ruy5ZKlTKk0Y1uOK/TSPSeifq3subrbbiRAnnRS6YNcpHyvNDyGDg6q68V9wal0D5D5y6t8T0QphXS7YUhtLX309tKCdORI4KKLgLffJiGqrU35SeVy1CHefhs4/XT1u3V16nOnjw98gP7OypVUprfvvmQeuWYNlf/94hckVOiTtgmLETeTuSxkShUKwK23qky3U05xNj8Pgy6a2IP2xkYKTO1m53rwZYIhtYnwZOMmSnHQdOSRlB01ahTdy+uuI0+2P/zBX/aiF37KIfbaizIgRZTyJspMKV4UJZUpxf3assoz+S2FW6aUU9q64J9KD+rdsKzyyvdMyWhJCz5QwrKKM6X4ugxXUapSyvfSNjoH0hGlOLb63OeAG2+krx11FDB7tnfcbFqmm4no42xvL903bv9uopR4StEjjwsjRqh1up95q1JIfNhcsWIFAGD27Nloa2tDR0cHZs+enfTLGPaMGkXlONu30y7BnDnAlVfSKXx33qmOmm9qAqZOpcfe3mDlQnvvDbz5Jv2fjg4adA4+mASpOXPoZ3QzURMmaTdRynSjc55g58whsQIA5s4l368ohCn9FA27at/YSPfYfm14h0TSnN0plSnFJ9O8954SpQDgoINI5C03q2VgQN03L1GKy3BFlPJmOHhKAdSu4tqdc8uU4v8v5XvhqPTyBzf06xGmfM/EcSZJ2Mewr684U4qvS9IbdXF6SgFqvI0iU0rfqOPP7YvPtDHBUyqMKMUVAWHh2OrMM5UotX07cP756vtOSPleafRxtqeH7lupTKlKn7+cxM6GBoqXJCZSJD5sXnXVVbj66qsBAHPnzsXSpUuTfgkVgS5KMXPm0Mle999Pz/fdF/iXfwE+8xklSNk/enq8v/7OO8DPf04dbfp0OnJV34HnidCUTue2W29CirMXPMH29ipRqrPT+VjdMLAoVV09dDLmHUs3UcqU4MtESolSfArepZfSIwfitbW0o3vqqeX9fz1oLpUpBZghSpkW1OtElSllWcmX7+nBUNKiVFeX+4aA4A/xlHLGK8vXCSnfG0pNTbEo1dCg4oAkxQzLUjFYnJ5SQPyZUqZk2qTtKWVZKq5w8qDV4bmBsx/LmaM4tlq9Wn2N10Ny+l55sJDd36/GX7/le5U6f9nL9wBq71u2SPmeTuLd7ogjjsDmzZsBAE26a7IQKfYT+ADKtrnuOnWq3j//M9DaSpNn2CybK66g4GXECOpgN95Y/LdM8xEpVb5naqYUT7CXXaa+xkFQFGbnLEo5BfV8bbzK9wRn/Bqd23eHo/L/4b9bX+99n1iUWr2a7mua99S0oF4nqkypzZupTeRy3qcRRYkuNse5W+lUvtfZ6eylIPhHyvec0cdWP+OWnL43FL4GuijFm4t6FnXcdHaqLP64y/c2bCh/rtPjxb4+9QGY067SLt/jLPtcDthzT++f1ftmV1c0i3UnM3ovTI4/TKK21lmUcuu3SXlamopbphQg5Xs6qQybIkbFj12U4vKvU08F/v532i2aP58mirDlX4UCcMcdyuMonx/6t0wVpbJqdP7+++rzKAU0DjydggA3wU5EqdKEFaWiOinNbynEpEkUEHZ30w7y1Knl/d9yMLldRZUpxbv0kyYl9z6ddjfjwC1TiscWU+aCrCGilDN6e/NT7iOn7w2FrwHPF3p8lGRMxAJCdXV8C7WmJmoDPT3AunWlhRIv7DHRjh3mZdpEWRIXBs6S2mOP0n2tqkrdm64u8tSsqnJemxQKVCHAG7Zu6PfIjyjFMZeU73lTW0vXNmimVKXOX05iNV8rUyqJTCDxM7M6OjqwbNkyLFu2DJdccgna2tqSfgkVgV2U4vKvww+n53vsQY/5PH09aPkXi1xf+AJlXgFklL5wYfHpFiaIUq2t6vXYM6UKBfp+VkSpDRvU534mWL+wKOU0OJYSpWTydocD6/5+7z5mF4/8ilml4Iwer5P3AApUWYhKu4TPZFEqqkyppEv3mCTMRt1EKdNKubNGpXtyuBHE5BxQ4ixj4jiTNHwNOEupoSGdDJu4/aQAuv9RmZ3bs8d37DDPKFsviUsjS8WvnxSjzxlVVc6n5fH6w89hHUFFKdNERVOxx6iljM6lfI8en3hCtWdu67xRwuvRSibxbrdo0aJdmVItLS045ZRTsHLlSsef7enpQY+WO7w1iiOPKgS7KMW7Cb/9LT2yKAWEK/9ikSufB+69lyb3DRuGehyZIErxxAYUi1I8sS1cqF5fX1/65Ute6KJUHJlSXuV74ikVHH1X3svQMO1MKYBKet94g3zijj++vP9bDiaLUlFnSqUhSnV1xbs4cROluO1LplQ4Kj2odyOoKAVQW+Sx0RTxIE3s16ChQcVwSYpScZ+8x+y+O81z5ZqdO2VKmTZ/2Uviki4V8usnxTQ00MFJXV1qPbFkCT3/1KeAu+9WcbuftUtQUcq0+2cqdlFKMqW80TOleD2ql+/p69FKJpJud/XVV7sKSwBwyimnYO7cuQCAtra2XafttbS0oK2tDW1tbWhpaRnye5dddhm+973vRfESKw4nTykAWLOGHnVRKgx6yuzEibTI4tIy0zyl9Ilt/Hj6/LnngLffVhObPlB2dZXOLEmDzs7iTC77Ll05eJXvuRmdS6ZUafRg302U0k/I43YXVUaL30wpwByzc9M8OXT4OnZ2lide82KId+yTIiqx0ws3UYo/F1EqHJUe1LsRRpSqq1OxkYnjTNLYr0FDgxI/h6MoxeNuHKKUaZlSVVXq6PnubmDs2GT//zvv0GOYTClAxe/f+AYdCHPwwcC55/rfTA9bvifjgjduolQpT6mBgXTKSNOG29WHPgQceyytRydOpK899xxwzz3+hdbhTCTdbtGiRb5+bsWKFTj55JN3GZ0z41kpsLF48WJceOGFu55v3boVU9M0O8kQcYtSOmzUq2fxMKaUbHBH/+53aRemvR1YvFh9vbpanUBjqiil+0kByXtKidF5cPgQgIEB91I8/T7yhM4Bbbnle0EypTho5CAyLXgxZEpQr6Nfx+3byZ8kDGllSiUhbLgZnfNiI+25IKtUelDvRhhRSv9Zmb+cM6V0USqp9pZkphQQXfleLkfXaPt2Mzfr6uuVKJU05ZTvMZ/9LPDVr9I1tqxgC3e7KFWqLUsFgD94reC3fE/vDwMDlXd99dP3zjqLPv/BD4CNG2ldfumlIkgBCXtKtbS04PLLL9/1fPny5Zg3b56r8XldXR3GjBlT9CH4w0mUsiwlSpVj7miH1V67aAKYkSnF5POUKVVdTYtJ+wBguq+U/fomlSklRuflUcofyumEvLTK9wAKItlbJA1M3qkcMUItmMrxleLFUCVlSpk0F2QRe1AvEGHL9xgTxe+ksY+1jY3qGg0OJpedxzFNnJ5SQHSiFMdEHAPr5XsmtSu+l0nHtp2dKm4tR5S69lolJvX2DvWY8kKPk/0c8iFxrT/scS3fLzdRSu8PlZjta8+gzOeBceOonY0bJ4IUk6go1dTUhCOPPBI/+clPcPXVV+PJJ5/E0qVLk3wJFYOTKLV5M+2U6EaPUcCZUqaLUoUCZUDNnEmTtH1icxNfTIEz0XiXJ0pRiieWIOV7vDAyaUfQRPyKUnognoYoteee1LY6O+kY57QwPSgs11dqcBBYv54+T8voPClRisfU3t5i8VUIjt4fRJRShC3fY0wdZ5JEXzBWVdFz/RollWGT1fI9joE7O83cVElrw3X1anpsavJffWB/rYUCfTQ3U+z+sY85m5+7YX/PpUr4TLx/JuJmdF6qfA+obFGKr0OhQNdq5kzlcSykYHQ+e/bsXZ5SQnw4iVKcJRX1MeS8S+RUvmeKKKWbyOXz6jmgFGrTM6X4+jY30w5fUuV7fF0kUyocaYpSQTylamqorPe99yhbasKE8v53WExvV6NHU/8Lmym1YYNKX0/6GvM1jVOU0g9N0Md9vl5pzwVZxR7UO43VlYiU75WP/ZhyPqGwupraWlKWBkmLUps303gVpi/19alxdPJk4OWXi8v3TMqU4jE36fK9oH5SQHEcznH6xz8O/PnP9PVTT6UTv+3xuxv2zdvt273nXSnf84ebp5Tb/K5vXleyKGU3NXdbj1Yq0u2GKV6iVJSle4D5mVL2AQAoNj/n51nJlJo2jRbFUWZKcbDilSklnlLh4GuqHSRahJMoxRN+kplSALUtFqUOP7y8/x0W03cqy82U4pKR3Xbzd6R1lHC7SspTqrpaeaoxIkqFo9J3mt0ot3zP1HEmSXQBRe+ffEqh29wVNTxfxS1KjR5N/2PHDsqW8nsynI4eJzqV75nUrtIq3wvqJwUUi1K5HMXtBx+sRKnu7qGnfHthj+dLZUqZeP9MJKjReS5H8U6S5cAmwXHt8uXAI4+UXo9WKtLthileolSUJueAEqU2bhxqImiCKDU46HyqgX1iMz1TikW/adOAxx+PVjzzCuzdxDrZUfJHmEypqDJagmRKARQ8Pvpouifwmd6u+FqGzZRKy+QcSCZTSh9LcjkaP/RrJaJUOHI5ZahciUG9G+WW75mU0ZIW9kwphkWppMv34vaUAmj8ffNNGo/LEaXq6tScYLoolXSmVLmi1Je+RJ8/+KD6Pr+HMKfvAVK+FxVu5XtunlIAXdPe3sqcv7hdVVX5W49WKtLthik8qe/YoYSiuESp8ePp7/f308l248ap77HAk6aPyIIF7t/TB4YsiVIATbZRnYpTjtG5eEp5kxVPKcCME/hMO1LbTrmZUuxjkrTJOZC8pxRA4yqLUrlcMPFAKKa6mu6deEoppHyvfLwypYDkYqKkyvcAGn/ffDO8r5SeGaLH2ybOX2mV77EoFUT0c4rDdSEp6HsIKkqZvilmCnoFQF+fWg8kIUq1tpK44yRMFgok7Hit+9KA56lPftK9CqGSM6SYhIsHhKTgSd2y1KAclyjFpwcAQ32lTMiU8oubd5Ip8LXVd52ieq0sSjmJh3r5nn4qm0ze/ggjSpX6Hb+EyZQC0s2UMnGnWSeqTKk0RamkyveAoYvcJI6WH65wn6jEnWY35PS98tHHWidRargZnQPln8CnZ4boMZKJ81ca5XsDA8roPGymFKNbRwR9Dxwj+523Tbx/JqLHqPo6pJQoBZS/qVJV5Wx2z1YtSdsi+MFErzkTMfDWCVFQW6sGDV70vvcePUbtKQW4+0plSZTiwdTETCnOQgPo/vHgHpWvlG5ObIfvnWUViyQyefujnEypchaflhU+U+r999MTZ01vV1FlSqVZvleu2OmFlyiVhXnAZESUGoqcvlc+pTKlkhKlkvKUAtSmQFhRSs+UchKlTFp8plEFsHYtXYvaWvJP9ItTVlcUmVL8GrwypSxLNlv94iRK1dV5C0JRzV/5PJXA6cKUk3ewSZiYQWkiIkoNY3Rfqc5OJWrEsRhio8csi1Iml+9t2kQTZnU1MHZs9KbspU7f4+wGXQQzXTwwhVKiFO/cRV2+p6dJ+xWlRo+m45sBYNWq8P+7HEz3dMiyp5QJmVJCeLhUWkQphZTvlY9egl9pmVJhy/fcMqV4/jLJ1iCN8j3Otp46NVh2bNTle3yfJk8e+rfs6Bk8Mi544yRKleq3UXpa5vPA/PnAd78LzJxptiAFqHlKRClvRJQaxuiiFC+ERo+Ox0RSRKl44es6cSJN8G4n4oXFS5TK5ZxLG8VTyh88eQc5fY8nrnIyWvjv6vfPD+z/kFYJn+k7leVkSvX3qzLcSvGU0tP5szAPmAz3iaVLh5YuMIUCeW4MF1pbvd8rmyBL+V549Gvg1F+HoyjF429YUYrjRLfyPZPaVRpG52FMzoHS5XtB3oNlqb/jR5TSxX5T4w9T0EUpPybnQHTle8xRR1GyxXvv0d82VZACzBwXTEREqWGMLkqxn1QcpXuAKt/LsqdU1NlHUaKLUoAKgpLIlAKcrw1PLCJKeZOW0bmegRVkpzJtXynT05zLyZRat44C5bo6lZGWJGlnSmVhHjAZDuotK3ueGmEp5R/C85CU74XHBE8py0pHlNq2Ldzmnv5anTKlTGpXaXhKhTE5B0pnSgV5D93dygdVRKloccqU8itKRRV/3Hwz3d/BQVrDuG1emIDpca0pSLcbxuiiFJfuRW1yzjiJUpalgpksLEZMzpTi68qiFA/+UWVK8ULSTZQaOZJeg5TvBSctUYr/rl+TcybtE/hMb1flZErpJudpGH5HmT7vhO4755QpJeV75cH378wzaS5fsgTYvBn48peBm24yv4QhDPxeliyhdnvGGcB996n3unYtfYQt35NFgrunFMcDfkSpck/E6upSAkIc2fx2GhpoY6Cjg9rPfvsF+31eiDc0KFGqq0sJwia1q0rNlOJ7lMsBEybQ535FKdls9UavAAhavheFKFUoAHfcQbFUczNw2mk0JwBmzn9SvuePYbSfJthxypSKW5TSy/f6+igQAbIhSplsdM6iFF/nqMv3eKIvlSmlXxvTxQNTSFuUChrgp12+Z3q7YpFv+/bi0yj9kKbJORB/+d7AgLomPJZIplR06J5S+Twwdy55ahx00PAUpBg2tv3BD4CDDwZ++1v1Xss9fU8Wn8VjrVP5np+YqNwTsTiWGTEi2L0sh3LMzp0ypQAV85o0fyW94WpZ0YpSYT2l9Awe3kzyI0qNGCGnxJaC5/cgmVJReSLymHL88aoPH3HEUPNzU9DjIhGlvDFo2BSiJklRijN49EwpfVLJwg65k2+SKdhFqSSNzvX/J5lSwQkjSvHvRFG+FzZT6r33aDJNetFmYvmDDl9PPt0wyPVlUSoNPykg/vI9vY1L+V702D05DjmEFk87dpjvqVEu+TxwySXU71iUA8o/fU8WCaVP33PzQ9TRM9rWrAG+9jXgllv8i6W6yJOUINDcDLz6ajhfKX0hXlNDH/p8bdL8lbQotWULxR+5HDBlSrDfjSNTauTI4vWQGxLT+ieMp1RU8cfgII0pnZ3AK6/Q1957T2VisjBsCvr7lfnGG8mUGsbog/B779HncYtSnZ1qIuBJpdQxoaZgcvme3VOK723U5Xtugb14SoVH31GyMzCg2psuSkVRZhU2U2ryZHrN/f3hj8suB9ONzmtq1GItqK9UmifvAeqalmOg74X+dzn4EqPz6LCXP/z5z8pTo7/fvB3iKCkU6D3mctTO+L3K6Xvl45YpFbTsK58HjjsOuPzy4CdiJeknxZRzAp+9ZMn+uk1afCZdvsdZUs3N7hudbvAc0denxrmwnlJ6iaWIUtGSpqfUggU0pmzZor7Ga9x83rtMOA2c4iLBmQxIBUJYeBDu6CCDXSA+UUqvq2cBJUsm54DZmVJ2USquTCm3jDYnY3WZwP3hlSmli4p6UBul0XnQTKlcLl2z8ywYQob1lUpblEoqU6qmRmU7SKZUdOhBfaEA/O1vtPA76ihzSxeigMs1mptJ7PjgB9V7Lbd8z+RxJilKZUoFEQIOPZT6fmdnsOy9sJso5cDjcDnlexyL2V+3SXFR0qcosh9l0NI9oLj9sVF5uaKUPVPKrexeYlr/OIlSpQTlqMr3GF2UWr06mr8ZB3ocL5v43ogoNYzhQbitjXZSa2qUqBEHdl+prIpSpmVKWdZQo3Me/L12fYIQpnzP9IwWU/ASpfj+1dcXX8dSJX9+KCfIT1OU0n0dTCXsCXymlO/F5SnlJBA4LXKFcHCfuOsuEmWOPJLa0rZtwNlnD09higWp+fPV/PeBD6j3+vzz9DU5fS88UZ6+d//94bL3spopxbGR/XWbVB2QVqZUGFGqulq1x66uYgN8ILynFMdBAwPu5agiSvnHhNP3+AAvQGVKmQi/X32zTnDGoGFTiBoehN9+mx732CPeDmH3leLJIysLEd3MO6iBcZxs26YWkXFnSgUp35MJ3B9+RCm7cBRFRksUolQaJ/DpE7iphMmU6umhk9KAyhWlsrJBYSq6p9TChWT6zWzbpgzBTfPUKAf2DznrLPW1HTvUe+XxQsr3wlMqU8qvEFAoAA8+SOPbSScFE0nTEKV0o/OgMZ9X+V51tVmLzzAZb+VQjigFFG8Q2y0qwopSdXVK1HfbzJWY1j9Op+8lLUrpmVLbtgXfJEwKOXnPPyJKDWN4McoBalyle8xwyZTSjzU3ARb5mprUoBbl6Xu8owmUzpRyEqVMzmgxgXJEqb6+8AJp1jOlTA4Mw2RK8W78yJHBSyqjIuqg0I5kSsUL37+TTyZRRh//OUA30VOjHNg/RJ97+H3n88Dee9PnUr4XnigypTijTc/eY+HQjzCVhii1224kHnV3Fy9w/eCVKWVam+J72tOTzIZruaKULqJFJUrlcqV9pbIQe5hCGKPzuEQpFoBNzZbiTcCkThXNMiJKDWPsi9GkRCkWUbImStXXq8HNpBI+u58U4OzxFBY9ldlt0ehldC4TuDfliFKWpa5zUMJ6SgHFolTSWYNZCAzDZEql7ScFpJMpJUbn0WEP6vXxOOiiOmvo71X/PIinVGsriSNO5XuFAn2/EtFFFKf+6kcI4Iy2ww6j59u20dzhN3svDU+pmhpgwgT6PGgJn30hbs+UMgm7T1Oc9PQoD9soMqW4XfB1DiKsufl+iShVPuWU74WNaXX6+9X9nTaNHk0XpaRdlUZEqWGMiFLByOWUKGOS2bndTwpw9ngKiy5KuQX2TplZMoH7w+v0vVKiFBBeQCgnyJ8yhfrD9u2q5CwpsmB0Xk6mVFqle4CU72Udu1GsvrgKarqfNfQ5WX/fQUSpqirK2rn9dvW1mhqV5WOSD1CSRJEpxRlt/LOWVZzRVip7L41MKSCcr5RleWdKmRYT1dYmt+G6ahVdn9GjgbFjw/0Np/I9Xl8A/oU1fq8iSkVPGKPzKDOl9CypAw6gz00XpUyOaU1But4wJmlRikWTrJbvATR5sbmiKXhlSkUpSnmZ8ImnVHj02ns7fkSpsBN4OZlStbUUrK9ZQ9lS48eHew1hyEJZaFYzpbivJiFKtbbSIv+MM9T3eZFbKFDmxHAqM0sC+06zZEoFE6X4JLhrr6V5tbkZWLYMWLqUsnn8nhQ3XOA+OmOG+hrHa4WCEmqCZNfoP7ttm/9NkbREqeZm4IUXgp3Ap2frOHlKmbb4zOVoc6y7O/5MKb10L6yvli5K8XUeP15lbnd3+1tX2NuUiFLRweNtf//QbDY3oow/eL4bOxaYOpU+N/UEPinf80+F7gtVBvbJXUSp0vBrNTFTSt8pitLovNTJe27/LwvigQmEKd8bMUIFdGH9zcoth0jL7DwLRudhMqV40ZNmppQeSMaBLhA4ZaU0NEhWSjnYd5qdPKWGK06eUkAwUQpQ5WTt7cBzzwE331yZghSg+ui999Lz2lqae7iPhjHI1jdfgoyPaWdKBRGl+LWy2AMUz7MmihpBSjHLgUUpLqkKg1P53qhR6lr7fQ88ZvDfE1EqOvTxlk/BS7J8Txel9tyTPjc9U0raVWkkLBzG1NaqgSOXi3+HnkWTjg7qhFk7fQ8ongxNwal8T/eUKtfzx48o5eRhxROLiFLehBGlgPJKrQYHVeAc1lSbg8qkzc6zEBiGyZTirINKyZTixf/vf6/e+z330GK3UkWAcvHylKqk8j3+XD+UJMgu9MKFtLu+224071VqW+Q+eued1Ed10XjhQuCcc+jngvj46LFTEFEqDU8poPgEPr/YDbT5c8bEDZWkTuAr1+QcKBbQ9HYR9D3Yy8r8ilIS05ZGH285nkijfE8XpUzPlDJxXDANg8N+ISyckp3P0yC8aRMJRuydEFfZxJgx9D/6+oCNGyVTKio480zPlNIH/66u0jsUXnBQ7yVKOV2XLIgHJlCOKNXbG05A0DMJys2UElFqKOIp5YxdIODF/oUXkvltXx+waFHligDlontK9fcXjymVmCmlL26CiFKFAhlcV1fT3ygUKrdN5vM0Nl12GbWhLVuUaKwv/nt7vWMEJquZUkE8pZw8dPTPTRQ1ktpw5czqKESprq7ia93QQJveQTOlgnpKiXhQGs7m18XqUmu9uEWprVtpzEnrdGM3pHzPP5IpNQzhlOxCQQ3Ce+wRf9lELldcwpdlUcr0TKmaGjXAl+srFTRTiiehLIgHJpBGphT/3bq68PcnLVEqC7tKQTOlduxQCzQTRKkkyveYfB7YZx8KHBsaKnfxHwV6+YN93K+kTKkdO4qzpAD/Ab+eCXTfffTI8VKl8vWv0+EWe+xBbYz7qJ7l7jcm0gWDIG0yTU8pgEQpv9lgTqeN6XO4iXNXEuV7g4MqWyUqUcopUypuUUpi2tLopav8vNRaz35QRznoolRDg/I9XbOm/L8dNVmIaU1BRKlhCKdkL1miJog1a5Ipm9BP4MuiKMWTlymiVE+PCux0USqXi+4EPp7g/XhKAerayATujzCn7wFqkVWOKFVOKQQHlevXJ9sfspBCr2dK+VnIcGlIU1O64yH31bA+ZaVwEqV4c6S5WWWlCOHQd5rt2byVlCk1OEhtTW/HfuYhXZDiOEiPlyq1bd5wA8UX48YV99FcTvVlv0KA3ejcL2mJUpMm0UZtfz9l+PvB6bWafPoeEFzQCcO6ddQnq6vL23xxOn1v5MjkRCmTYw+TsJ+yW8rYPspMKfax4hMeTS7hE08p/4goNUzhQOuNN8jM84UXkvHxYFFKMqWigYOkurqhAkNUJ/D58eRg42JATfTiKeUPPVPKLmDElSlVzsl7zJgxJKIAyU30lpWNFHrOlBoY8DdWmFC6BySfKSVZKdGiB/X2hVUliVIAvX+9vfk56Wtw0DkO4nhpcDCa15olSvVRFgKcTo91IowoZVkqjknaU2rECPIWA/z7StkNtAHxlAJUVvXUqeXFhaUypfy+B25TUr4XD/qawY+FSJTxB893HKNOmUKPJpqdS/mef0S3G8bk88DPfkYT6LhxyZRNcDaPZEpFg166Zw+6ozqBz0/5Xi5HIti2bTTRT5yoRClR/72xG0Lqz71EqXJMqaMyjd1rL9qReucdYPr08v6WH/RFocntqrZW+edt21Y6IDPh5D0gWU8pt6wUgL6uPxf8oZc/8LjPvh6VJkrpz/0G+15empXYFv300fp6ytb2ExNZVjhRqrtbjf1JZ0oBNC6vXUubB4ceWvrnnTylTD99L4lMqShMzgH3TKkgJYiWpdqslO/Fgz7u+um3cZXvAWafwCfle/6RTKlhTKFAdbaHH64WCXHjlCmVxdP3TDE6dzI5Z6LKlGJRqtR9sgt2MoH7Q5+47WVTfsr3wpRaRSlKAcn5SunBisntKpcL5itlwsl7QLKilGSlRI+Tp9TkyfS4ffvwvqZ2UWTHjnAn7wkKP300iBDQ11ecDexXlOK2XFXlz0w9aoKewGfPwAHML99LogogDlEqbKZUd7dqi1K+Fw/28r1SxGV0DmRDlDJxXDANuUTDFPsOGD8H4t0RFKPzaHEyOWd08/FyYFGqVGBv97ASUcof+iklusCkl345ldmlXb4HpCtKmb6rNHo0ldf6WXjxYidtUSrKoNAJXSSQrJTocfKUam4mLxfLorbIQfpww7750tmp5iQRpcLhp48+9hg9+hGl7CV+QQ6CACim8VOGGTVBT+BzypSqqyNRbXDQzLlrOIlSftqinknKQmcpUYqz/028fyYSNFMqCU8pk0UpmadKI8vJYUiaZRO60TkHKFkSpaIqiYsKzpRyEqWiMjr3U76n/z++NrKr5A82i+3pKRal9PvmNKGXU38fdaYUH/McN7oAZ3q7CpMpZUr5Xn8/iRhRLwAlcyVe9KCex48xY2j82LGDdo+Hqyhln5N37FDXQ9pbfAQRAuyCh99Mqajmq7CwKFVOppRucWDiRl2S5XvTppX3d5zK98KKUo2Nap7TRSmn+U8yWoKhrxn8eEpFJUrp5ersKcWiVEcHtZk0yoDdkPI9/0j53jAkzbIJ3VPKyQzSdEzNlEqifC+oKCWeUv5xKsXjQLyhwVmA4QksTPleVJlSHFyuXq3ud5zoQmcaO+ZB0E/g88KyzMmU0oOiOLKlRJSKF92TQ1+ssUA6nH2leE7mtiXle8kQpHzPnikVtHwvrYUkbxb4zZSyexUx/PpNjImC3McwbN2qslfYdDosLD5t26Zer+4p5Sc+9/L9GhhwNu6XjdZgBDU618vPy6G7Wwk9vAnT2EjeyYB52VIiSvnHwKFTKJc0yybGj6fF5MCAGnhElAqPV/lekkbnwFARTMr3/MOTtx4IldodLqd8L6qd5912o9fe20sBO+9GxUWW2pTfTKktWyiIyuXUKU9poV/Xvr7ogyQRCeJFD+r1TICxY0n49FsulUX4/U6cCKxZQ8+lvcVPkOwU+89kRZTizYL166lvlRIl3F6vyaJU3KfvcZbU5Mnlx/z8+3z6NEDjXJhMKf211NXRvR0YoBjJ7qMqG63BSKt8j8XP2tridcueewKbN5MoNWNGef8jSnieElGqNJIpJURKdTUJUzpZFKWyUL7HgkO5mVI8YEr5Xnx4ZUqZLErlcnS8M5BMCV+WRCm/mVK8+z5hQvpBiWRKZRs9qOc+PnKk2i0ezplSPM9x1rBkSiVDGFGK26Oe0eBF2qLU+PE0Ng4OkjBVCl3waG1Vhwjx6+dxtlCg75tA3OV7UflJASoO5zmqvp7GvjCilN6mcjlvXynJaAlG2Eypcg9a0Uv39Ix63jRdvbq8vx813I6lXZVGRCkhcnQBhf10soL9hLk0sSy1U+RUvhdVphRP8GFFqSwICGmTVVEKUCV8SZidZ6lN+c2UMsVPCiAj3qqds34cJ/CJSBAvTkbnnCkFDN9MKf14d44vRJRKhiAZNpwJPGGCWiz6yZZK21MqlwtWwqeLaFVV5NVaKKjXX12tvF2rDFllxV0FEIcoxbCwFESUcvL9ArxFKdloDUZa5Xv2k/cYLhuV8r3skoHQX8gakyYBr71Gnzc0mO8No2NS+d7mzTR453JDs88ANVG7nSTil3I9pWQCL00YUYp/J83T94BkT+DLktGo30wpU/ykmJoa6vNxilJpHOteCTh5SlVCplRPjzreXTKlkiWM0XlDA81r27bRh1P8opN2phRAotSqVf5EKV0Q1g8RYsH0qadovnTydk2LuD2l4hSlOEYKEp+7+X55iVJSvheMsKJUuVnabqKUqSfwSfmef6TrCZGjZ0plqXQPMEuUYj+p8eOdhZ+oMqX8BvYcMHZ20gIhS1ktaSOZUv7IUpqz30wpU0UpKd/LHk6eUpUgSrFokctRFg4gnlJJwaKUkzG0Hf6Z+vpiUaoUJohSQU7gs5eGsfD0gx9Qdnt7O7B4sTmCFBC/pxSX90chStm9nuyiVFyZUpLREoy0PKVKiVJSvpddDEksFYYTeqlZ1kQpnsB6epI5bcwLL5NzIPrT9+yBgB2+Njt2FJ/gKKJUaThzRBelOFh3E47Kqb+PK1OKsxXiIktCZ1BPKRPK9wB1bcOc6lgKEQniRQ/q9UXXcD99T8/A0ec9aW/xE0TMYLGgvt6/aA9kT5RyEjzyeTrIoqmJYmCTBCkgXk+p3l513aIQpXK54niUY6QwnlJSvhcfeka0n0wpPdO3HEqJUh0d5vgCAyJ2BkFEKSFyhkOmFBBfmrMXummm3eTcbpqpZy6VQxhPKX1SyYKAkDbllO8FFQ96e9UkGEWm1J57UpC4bVv8i94siVJBM6VMEaU4MJJMqezhJEqNGjX8M6X0BaaIUskSJDtFF6VYtPdjL5C2pxTg31NqcFBt5OkL8UKBxtZ996XFN8dxphBn+d5779GG1ciRpUs1/aLH4mE8pcKIUlK+FwzTyvdGjiRRGDCrhE/K9/wjopQQOVnOlKqpUQNnGkq7bprJmVKTJjmbZuqZS+UQpnxPzyKTXaXSlFO+F3QC58ydXM5foFCKujoVsMd9Al+WRCk/mVKWpRY5ppTvRXUCjhMiEsSLvtOsL7qCZKVkEb1cSt8ckfYWP7xZFVaUykqmFM9xpTKl9LiQ2yLHZwsXAvfdR48cx5lCnOV7up9UVB6y+trBninl5z04nb6n/y2vTCkRD/wRVJSKakOso4MedVGKN/SdfKXSPgVTMqX8E1vov2LFCpx33nl4+umni77e1taGZcuWoaWlBW1tbVi0aBGaWNoUhgW6KFWqJMxEGhpooZmGr5RumsnX8ZVXyDjebprJk21XFy1+wwYDfo3OOUiwi1JZEBDSJklPKf3vRhUg7rUXBevvvgvMnBnN33QiS0bnLAT09lIfcuo/mzZRAFZV5XyCZhqUY6BfChEJ4kX3lOJ+ri+6hnumFBtoA5IplRRBslP0rGtuq1nzlNq4kdqVW5vitlhTQx+6IMXxmR7H6c/ThOO3/n76iHKOjdJPinHKlAqS7aWPGTpeGXw8J8pGqz+CilJRl+/p0gFv6HNlCYtSev9MCxE7/RNL6M+i04oVK4Z876yzztolVLW1teG8887D0qVL43gZQkpkuXwPSFeUAlQA861v0cS5aRNw0UVDAxueBPi47LBZMX49pfSyCX1SMeXIY5MpR5QKWr4XRynEXnsBTzwRv9k5i51ZmLwbGqjtDw7SeOEkSvGu++TJ5gS6UaXQOyEiQbzwvevqUvevsbFYABgcHH5jsp4VpmcIS3uLnzDle/qpy1kRpcaModfd1QWsWwdMner8c3Y/qcFB51P2+Lnuv5kmdmuKKOODKE/eY7zK9/g0Tq9NtzCZUlK+FwyTjM65v112GT2+956zYJwGUr7nn1i63rx58xy/3tbWVvS8paUFy5cvj+MlCCnQ2krBcD5PA//27WpiKRRocl6wIM1X6A89IygtzjkH+PrXaeLVjx3Wqa2lhe7AAAVK5YpSboE939dTTqHnuqfU+vXA9ddn476miZPReRKZUlHBJ/DFXb6XpUypXI4WMh0dVKLidCCBaSfvAeWd6uiFZYlIEDfcL/SMqMZGtVizLOr/nMU3XHDzlCo1dwnlEyRTSs+65jnPT/meCZ5SuRyN021tVHLtJkrZvYq8Yh8TMqSY6moVL2ZNlLKX7/Fc45XdX47RuYgH3vCaQM/+1ktZ3dZ6UYlSTuV7APW3l18GrroKuPJKYL/90hekACnfC0Ki+2nLly/HeJsL3vjx4x0zqoTsofsh8WDV0ODsh2QyPBmmlSkFAL/4BU26VVU08Tp5E+Ry0Zidlyrf4/v6xz+qn+/pocBt7drs3Nc04UWTfqx2XKJUlCfvMfoJfHGSJU8poLSvlGkm50B8otTAgDqdUUSCeOBsO700paqK+gsvCoZjCZ+TKGVZSvCQ9hYfYcr3ghidW5YZmVKAP18ptwycLBCHr5RlqbiAN6+iwEuUAkq/h1KilNOcLeV7/uA1wQMPqOe1taXXelGIUpyZDgwVpQDgK1+htdGOHSpJIm1E7PRPoqF/B8ubNjZt2uT49Z6eHvRoq7itw9XFc5ig19HzhPLss8Bbb5mhVvuFJ7G0RCke2JubgdNPB2bNcvcmGDmSAvNyzM5LiVL8P3/3O0prb24GbryRRKlp07JzX9MkLU+pqGBRat06WnjE5RWXNVGqlMG0aSbnQHxG53rbFpEgHuz9Ql9wjR1LC7HhGCbpC8y6Olp0WBaweTN9XdpbfAQRMsIYnff0qBK3tIUeP6KUvXwvS9TX0+uP8gS+99+nezhiRLTznJMolctR/+/pofboZUcsp+/FB8f8v/gF3Yfp04EbbihdKqd7IoZl2za1+eWUEXz//fR/+vtpg6ZQSH+NIuV7/jGi67mJVZdddhm+973vJftihLLgzv+DH5Bh5Pr1wCWXpD8oBCHNTCkWpPbbjwLuWbO8TTPLPYGvv18FhF6p0Pw/v/pVEia2bqUALsqdseGMXZTq71eBoZt4FNaQmoOtKDOlxo6ljy1bgFWrKAiJgyyV7wGlM6VYlDIxUypqTyldlMrK/csa9uuqL+LHjqXF9HDPlOIM4e3bVRmHiFLxofv4lEI3OucFYylPKY5dqqrSPxiHRRUet51wEzuyQByxLWdJ7blntOO+k6cUQG2kp6e0sOYmHvop35P5qzT5PLByJfCrX9FaZdu20skHUWRK8fw2atTQ+8Sn7J14Iq0/W1rMOGyA41qZp0rju+tdffXVWLlypev3TznlFMydO9fzbzQ1NQ3Jitq0aZPr6XuLFy/GhRdeuOv51q1bMdWt0FswhnweuO466oC77ZYtQQooPnI6abgWm0vlZs2iRzfTTN1fIwz6QrLU6Xv5PHDxxTTAWhYttGXy9oddlNLvl9vucLnle1H7c+y1F/DCCxSExiVKZW2nslSmVCV5Sun+PlGd+igUU0qUAoa/KMWP27dLplQSsFDU21vaRF83Oi8l2DP6KZJpjxtBRKm0s7rCEKcoFaWfFFAsUOqxTH09jXFeohQf/gN4i1J2s/SsbYqlzTnnkHdTdTV9lFrr6ZlSYU8Md/OT0k3NJ04ErriC2vvChekLU9Ku/OP7Ei1atKjsfzZ37lxcddVVQ75+5JFHOv58XV0d6kqtlAXjKBQocNljD1LETUifDEKamVILFpCZdGsrBdoHHqi+53QNy/WU4oVkLlc6tbRQoJ/L5ShAbW+nU8WE0thFKQ7EGxrc/QvCllnFkSkFFItScZE1Q0inhRebgJ59NmWKAmqxY8KBD3GJUmJyHj/2sUJfGLNAWgmi1KhR1Ld4YSptLj50caC72ztDSLcC0MdGrwWoCX5SPGYffzw918v37GN2ljOlgviD+SUOPynAO1MK8H4P3d2qxMvt9L3BQfo5/f9kbVMsbR55BNh7b7qmftZ6+vw1MBDuOvP8Zs9l0U/B5P776qskTvH30yJrcW2axN71Ojo6dmVCtbS0FH2vra0NRx55pGumlJA97Edw8nMgO8JU2p5Szz5Lj4ccUnoQK7d8Tw/qvXYt+D7uvz9NLNOnA0uXetf0Cwr76Xt+fJ+cfKjc0E++tGdKRSWEcNAZpyiVtfR5p0wpNgHt6KDrXlMDjB9fPDamSVQn4NgRUSp+SnlKAZUhStkFAWlz8cGxgWWVFqU4ZtI9pQYH6etuv2eCKMVjNotqW7bQa166dOiYbcLrDQsLMHGIUlFlSnEs4+QpVSioE4C94nMeL3K5oWNDba3yHNJPCAeyF3+kCZfKffWr/td6+nqmv788UcqeKaXHt83NtGG+fj3w4ovprz2lfM8/sXS95cuX47777gNAvlBHHXUU5s2bBwBYunQpLrnkEhx11FF48sknsXTp0jhegpACdkEK8PZDMhWepNIo3wOUKMWle16UmynlZyGp39f/+z/gpZeAmTOBhx4iE/usZcKlgf30PT+iVBDvHw6q7X87SiEkiRP4shYUOmVKcV+48kq6F0ce6c8ENCkkUyq7eJXvlSolzTJ2UcouCEibiw82l+7uLi1m8PxWX0+/U1tL48LWrWaLUnqc2tFBm22/+Q1w111Dx2z95MusEcfpeywSRSVKcSxz+OHqeX29imW4TXm1Rb3E0r7ZmstRbNTRQfMznxQOSJmVX8Ku9fTrGnZTzE2U0snlqP3cey/wzDPAUUeF+19RMDiosrSkXZUmlks0d+5czJ07F5dffvmQ77W0tOz6OgtVwvBAT5/UcfNDMpU0y/csS4lSPCl7UW6mlB5EuqHf1xdeoK+x0fmkSdm5r2niVr7nR5TyIx7oAQGXSjz4IH1EJYRw0LlqVWlvkbBkLSh0EwLyeeD558lb76GHgNWrzRCkABGlskylekrxXMxzs4hSyVJf70+U0k/fA0i037iRRHu3wx7iOC02DDw2f/ObJLRs2aKyQHSy7CkVdfne9u0A2wRHZffL1/vnP6f41H6y26uvAo895k+UchNCdVFKR8r3/BF2raeX78UpSgHFolSa6HGWlO+VRrqeEBle5UEmLMb8kmam1Dvv0GRZVwcccEDpny/X6Fz3gHBDv698bXgyP+CAdP1xskI5opSf8j1A9bGvf50mwh07gK98Jbq+t9tuapeyvZ0846Ima0Ghl5nvfvsprzY/JqBJEdarrBQiSsWP3VPKqXxvOGZK2bNppHwvWRoaKC4pR5Ryw4RMKSafB773PRJBBwacx2y3U92yQNQbrqtW0eOECdHev3weeOMN4Ne/Hnqy2/e/Tz9TrigFDBWlspapnRZh13q5HG1mDg4mI0oBwOuvU3tIq7/qcZbMU6WJYa9bELJNmplSrOofeqi/iTEqo3O/gyVfGw4y3Uy6hWLizpRizjlHnWxSXx+tEFJVBUyZQp+XU8LX2krp3048/DCZVGZlR8mrZOqOO+g+6CagJsBtUTylsoef8r3hmCkl5Xvp4ifDZnBQzVW6KAV4C6UmiVKFAvWxXI7anNOYncVMKZ5znTyl2BsoDHGdvAcAixap0lF9U8dPCaKIUuYSxJbCCb+i1OTJdMDM4CBlraeFHr/Leqk0IkoJgo00jc6D+EkBxZlSXot9t8DDT6aUDl8bFqVk8vZHOaJUkMn7t78lUYp3pKIWQjj4ZB+JMLBnhP21FQrA44/Ta89Ku3LLlCoUgKeeopKVG29UxxKbIExJplR2qcTyPf14d15US6ZUsvg98YzheILHR/viX8cUUYp9cj7yEfLMnDHDeczOYqYUz7lPP03PuT/xew5bih+1n5TO3/5Gmfj77Ve8qePHrL3UPRJRKj1YmAkrSnV00GMpUQpQ2VJplvDplhReh0kJhHQ9QbCRVqaU7iflV5TiSbezs9jsWs+Q8TK7DipK2TOlZPL2RxLleyw8NjdT+zn99OgPGIjiBD4nQ0xuo0ccAaxbl512xdkpXV3qNJlCAbj2WippaG4G9tkHOPhg+jkTDnwQT6nsUlWlTkIDnEWprVuVr9xwoK9PLWD4/drHzaxkVmYVP9kpHEvoJ575Md83wVNKj5FmzgRWrCCz809/euiYzdcgS6IUv/bLL6fMke5uZ7PqoMSVKcWv7YILhp7s5kcgLXWPnEQpyxJRKgn42rJVQ1B408XPyd+HHw7cfbcZopTERf6QricINtLKlHrrLQre6uuB/ff39zscpG/fXrzY37oVaGmhBX6h4B54hM2U4slcJm9/hDl9Ty+zKrXI5KDtxBNpN3SPPeI5+TKqE/j4tVxxBfCtbwF77w184QvAe+8Bf/lLdtoVn+5jWSTUjhtHQf9ppwHLl1MKOfcZUw58KDd93g0RpZJhxAh175w8pSyLxhfOUsk6emm6ZEqlAwsBPH85wSJBXZ2aq7w89xgTMqV04+aNG+lr7e3AZz+rvs+Y8HrDkM+T2Hb99bRpMm1a+YdvcBzAm1VRUOpktxkz6POoM6X0e5yV+COLlJup7bd8D1CZUm++SWNQGnMiv0/ZOPGHdD1BsJGW0TlnSfn1kwKKM6UANXl/97uU5jp1KnDRRe6BBy8kg2ZKcXAqNdL+CJMpZT8+12tS46C6v59EqT33pK9HLYTo5XvlZmPk83TSUVcXfeTzwA9/SN/LSlBYVUX3cNs2EoLHjSMT0D/+kUSplpbinzfB7Jyvrd8MPL+IKJUM1dVDM4f4642NNBds2TJ8RCneHKqrU2VG4imVLEHK9/STfLMiSunGzePHU1vr6SFhSh+zLUvFWhwLZYmPfYxEn97e8g/f6O8H1qyhz6PMlCp1stsTT9Bj1J5S+iZNVuKPLMLXNsymWG+vuu9+RKkJE8gHdfVq8pU6/vjg/7NcsnaidNqIp5Qg2NDL97hMIgk4xZTVfT84nb6Xz9NAyF4cXoGHvrvpB3sgJqKUP3RRijMZAH/le0DpXaUFC+g+c5Con4yXz0d3QuLUqSREbdtWvncNB8e5HC0ACoVs7io5Lbzeeose99kn+ddTCsmUyjZ6cGtfyA9Hs3OnBab9fWdpvMgifsr3nEQpP+V7JohSOrmc2tR5773i7zmVkmaJxx9XZWrlHr6xZg2VYNXXAxMnRvcaOZZxIp8nWwJARKmsUk75Hs9rI0b4739p+0pJ+V4wRJQSBBs8kQ0MRO+74oZlAc89R5/79ZMC1MCsC2j6Yn/bNu/AI2z5HiOTtz94QrIsaldByvcA/+2Qg2gOqqOmrg7YbTf6vJwSvkIBuO46YNIk8vA47jhKzefAIUtip9PCKwuilFebCnNogohSyaCPufbx2GSz8zBtCnAWLfT3XVMzfPyzTMXLXJrvq9MG16OP0mmqXkbnJnhK2XETpZxKSbNCoUD+Os3NwCGHAPPnl3f4hm5ynmT/85O1V+qERBGl0qOcTCm9dM9vmzNFlJKNE3+IKCUINvSdvqR8pVauJAGpoUHVzPuBg3POiuJ6/OZmWuyPG0eLf7fAI+hC0h6IyeTtD/369vb6C8RzOSXO+BWlnDKloqZcs3Nuo5/6FLVTgILkhQuphLW9PVsTuD1TyrKyL0p5nZDodlpT0FJgIRy6YGtfdOlm56YRpk0BQ0/eA4rft4ig8cN92kkI4Pt6++30nO9ToQDcfz/NY1nKlAJKi1INDeFPrEsD7mNf+ALFBgMDdMpgOafCxmVyXoogopSbcOglSvFhEkI8lOMpFeTkPYY3+dva0tmsEVEqGBkaVgUhGaqqVBCWlK8U+0kddliwLJHaWvXzv/sdBRjnnEO+CABltZx6qnvgwZlSuhDnhYhS4QgjSgHBTkrbvl0F/3GKUuWanbNnxMknq691dFBq/sEHk6iTpXZlz5TatIkEqqqq5AN2P/jZqczn1YLlqquAV18tfVqTZEolg1emlMnle3qb4rnIzwlgpcr3pL3Fj5cQwPf1T3+iDYW6OnVf582jjQc3TynLypYoVcpA21R4zl2wgLKTAToEh+9dGM/JOEzO/RB3plSWYo8swuuVcsr3gohS48apNsrVKEkiolQwpPsJggMNDSTYJJUpxamlQUr3ANrRaWykoK+7mwKMM84AbrhB/cyMGeQF5BR4iKdUMuRyNCn19VGb4uteyoy4poZ+1o8pNWdJjRsXb2lBuaIU+1s99JD6GgcbM2bQ+81SYGjPlOIsqSlTzFww+xU6WSS49FJg8WJg+nTgy18ufWiCie95OMF9o7Fx6I6+yZlSgGo7//mfwJVX0uKw1AlgIkqlj1f5HkD37/nnKSv7D3+gxR9vPNx7r7so1durFqcmiVJTptCjXZTieDBropTuKbnbbiRIrV9Pm0Bhzc7TypTSPV/dCHP6nohSyVCOpyXHiU1NwX7v8MOp3PSZZ+iE6iQRUSoYkiklCA7wZJaEKDU4SAEdEFyUAtQEe8YZFGBwiivz6qvuZtdSvpccfI03bVJfKxXcBsmUSqJ0Dyg+ga8c+OhtQLXZLE7g9kyptjZ6NLF0DwjWpj72MQrwLYvGCq8FjIhSyaCLUnZMzpRiPvEJGjtWrqRswlKLYidRqrZWlU9Je4sfP9kpM2eqknM+2Y3bY1eX8yKURYFcziyPJs6UWru2OKPDxKyuoEyeTI/r1oX/G5ZldvleKfFQF6XYi1VEqWSIylMqCGn6SmUxpk0TEaUEwQE/uzFRsXIlTY6NjZSNEBSeeDl4t4tSr7zi/rtidJ4cdlGqsbF0plmQXaW4Tc4ZDkLXrVPtJwy6OMdtlt9nljLw3DKlWlrSeT2lCOLp8KMfUdCey9EiwMt7RESpZOC+4bQwNtnonLnySrUQLNWmAGdRKpdT71/aW/z4EQLuvpvua0ODOtlNb6NOZue6yGOSj8/EidSuBgaKxZtSp7plAT6oZP368H9j0ya6FvpJhUnhpy36zZQaHFR/R0SpZOD5K0lRauZMenznHWDz5uD/txw4LhJRyh8iSgmCA0mKUuwnNXNmuMU4B348EfPAzQLX2rXu5RziKZUcdlHKz2lDPJH5Kd9LSpQaO5aEGMsCVq0K/3fsmVJ8VDWQrQncnillssk54F/oLBSAZcvUoQmHHuptiiuiVDL4EaVMLd8rFIBbblFt6owzShstuwkBIkolB8cHbvFQoQA88gjd1yuuUN5hN96o5jmnNmlq5pEutuglfFn1lNLRPaXCwllSe+6Z/Fyti1IsbtspJR7W1qrYlcVSEaWSIY1MqbFj1SYhr7eSIosxbZqIKCUIDtizj+IkrJ8Uw6+VAybOOtlzT+WN8Oqrzr/LopTfwN4uXmUpoyVtwohS/Dsmle/lcuWfwAcUi1L9/cUlHlkKDPVMKcsC3n6bnpsuSnm1qUKBDk5oalInJE6Z4n1ak4hSyeBVvmdyphSbXx9+uGpTxx5b+gQwtwUmP5f2Fj887ztlxvJ9nTaN7uvkycWm9hs20M85+UqZKkoBSpRavVp9bThlSr3/fvi/kVbpHqA2Rrmk3A6fRA2436dcbqivVBZjjywShadUUFEKSK+ET8r3giGilCA4kFSm1OCgOhGCB82g2DOlWJRqagIOOIA+LyVK+S3fs3s/yATuH77GLMb4EaWClFolJUoB5ZudA8XlewC12ywGhnqm1Jo11Kdqa5O5D2HwI0oNDgKnnFJsKLp+vfdpTSJKJQP3jayV7/EJYLvvrr62YUPpE8AkUyp9vEqmBgfJr5LFeRY9+L7yvOckSvk9hTYNnDKlSp3qlgWi8JRKU5TSN0ad2qOeQeV1n0SUSodyyvd4bZMlUUrK94Ih3U8QHEgqU+qNN+h/jBoF7LtvuL/BE6/dU6qpibIbli+PTpQCSJRisU4mcP/w4imIKOXXlLqnR+18JilKlWN27iVKZWkC1zOluHRv2jRlxGwaftLnFywArr2WPj/4YOCll0iUsiw5fS8NWluVKbhdlCoUlDCgl++xF5gp8EEbn/2s+hqPWUFO3+Nr4SRK6ddCiA6v8r0FC2jsa22l51weBtB9feEF4KmnslW+BzifwDccyvdYNNy6lQQcv9YNOjzvpyFKVVVRn+/tpddvFyh4vMjlvOciEaXSga+vfoCAX8rJlDrsMGoTq1dTDD5hQvC/EYYsxrRpYmjYLAjpklSmFKv2hx0WfhFrL9/Tj03VM6Wc6u/DiFJ6QCYTuH/iLN9rb6fHxsZwE3ZQyi3fGxxU12HiRHrs6FDvM0tloZwptX07HVoAmFu6B/j3KXvsMXr8yEcomOvrG3qIgo6IUvFRVaVK3HRPKS6d4rmD2+LgoLOxdNr09qqxClClXV7YRSm+Fq+/Ts+5vdmvhRAdHA+5mUuzafbYsUNjCfviX8dkUWq4lu+NHKlef1iz8zQzpQDvzD09m81LlHcTpbIUe2SRINn/OpZVnig1ejSw3370eZLZUlK+FwyZvgXBAQ7C4s6UYtO9sH5SgHum1NixNAiPGEEnTjh5CPBCMmimFCMTuH/KMTovNYHrJudJZEdwMLp6tXvZjRdbtqhMjr33Vl/L4q6Sfh+ff54esyBKeWVKvf8+0NZG9+fYY9WuotciJqg/neAf3aOHT1N95hl6vnChyjSqqVHjs4lm56tXF2+O+PG14XmN3xdfi+eeI4GrtlYJUvq1EKKD4wO301Z5XODSMB37QRA6WRCl2ttVVsdwKN8DyjuBr7NT9du0RSmnTWO/wqGbKJWl2COLhDU67+xU/TDsxmsaJXxSvhcMEaUEwYEkMqUGBii1HQjvJwW4G503NVEwyadOOJXw8U6TiFLxw4t1PpI2SlEqST8pgAxta2powg3jTcEljGPHAuPH0+dZ9ZSqrlZ98KWX6NFkUcrPTuUTT9DjgQfSPeLFptciRjKl4oXFmBdfJEHmscecRRgWAUz0leIMC24jQTKldCEgnwfmzCHB4He/E0EqblgE6O93XkzyuMBih45e3mzHZE+pSZNojuvvV+9vOGRKAeX5SnHmWFOTurdJ45W5V64olaXYI4uELd/jdU19fbD1ik4aopRkSgVDRClBcCAJUYr9pEaPDu8nBXgbnQPA/vvTo5MoFdZTipEJ3D98jXkyDiJKlSq1SlqUqqoCpk6lz8OU8LEoNWGCaqdZFaUAFZxzf2Ih2ERYELAs98Dw8cfp8Zhj6NHPIkZEqfjJ56m/VFWRWOgkwui+UqbBY8Whh9Ljhg3ux7ozbovML3+ZxomRI+lRBKn40Od8JyGAxwWnTCkvUcrkTKlcTs2nnIls8usNQjmZUmn6STF+yvfCilKy0RovYTOlyindY9gmZe3a8KWrQZEMvGCIKCUIDvCEFqcoxWr9zJnllVzp5Xv9/Sr448W+2wl8+pG6QRaSIkqFw36Ng4hSpSZwvXwvKco5gY9LGN1EqaxN4JydAlB/ZJ8sE9H7rFO76usDnn6aPmdRys8iRkSp+CkUgHHjaMeXy9bsmHwCH48Vs2bRnDcw4O1TBqg5WJ93AODll4FDDqG+1t/vfC2EaKiuVot1JyFgOJbvAUNP4LOXkmaVcjKluA+zr2QaeJXv+TWjl/K9dAjrKaV75YalsRGYMYM+TypbSsr3giGilCA4kESmFPtJlVO6BxRnSnHgl8upYPDAA+nxtdeKd6X7+9XzICewiNF5OMoRpUwr3wPKO4GPRanx41WQwdlTQPZ2K/Uyhn32MevUMzt6cOTUrp5/nhae48crY1Ap30sf3TfpvvuUx5RdjMlC+V5Liyrb9SrhGxhQ2Ye6cOH3WgjR4ZWd4lW+l1Wjc2DoCXziKZW+yTng3RY5ZpfyPTPh2C5s+V65B/kkXcIn5XvBkO4nCA7whBaX0Xl/vzJFLsfkHCh+rTxwjx6tTiGaNo1Kxzo7gVWrVDChm5aKp1T8lCNKeZXvDQ6qE62ymCnFQYa+OM3aBK5nSpnsJwUU91knUYpL944+WolrpXbWLUv9LRGlosfJyJsflywpfl6qfK+1leYGp3K3QoHGkwULonrlCssqXtBOnEhC9PvvA9OnO/+OPv/yPBfkWgjRUV9PIlLQ8j2vTCmTPaWAoSfw+c3CMZ0oMqXSFKW8No39Cp1SvpcOfrP/7URRvgeQKPU//0OiFB+2EyeSgRcMEaUEwYG4M6Vef52CuzFjyl/E8uS7fbtziuuIEZSy+sILVMJnF6VyuWATsZTvhSOMKMW/45UptX49TXzV1cmWjZUjSnFWlJ4ppYtSWWlXvMDXM6XYTyrOBX455HJ0ffv7vUUpLt0DSu+s639HRKnoGRx0NvLm5/oJmKXK96qqnMUbXeyJg/ffpzmnupoOSpg4kbJ3vU7g4/m3ulqNCUGuhRAdbtkpg4Nq7B5OnlJAcfmeZan2aOrr9Qvfp/ffD7YwHxhQAp2pmVJ+SyztohRn7oh4EC9pekoBVPI9YgTFMu3twO67l/f3SiHle8HISOgvCMkSd6ZUVH5SQLH/FZ/sxgt9XjQfcIASpU49lb53441k+Be03EjK98IRRpTyU3/PpXu7766y45KAjc63bKGPIMGCkyjFCxQgO7uVvMDXheV99ol/gV8ufKqUPTB87z1adIwYARxxhPo6L2I2baK2aA+w9Ew+EaWix0vYtIszpUQpPato82bgc58D7ror/hPsWLzec89iAd2rfM8pMyXItRCiw00I2LiRhKkRI1RJpo4uStkFENNFKS7fW7OGYkG2O8h6ptTEiXQf+voou37cOH+/t3YtzRl1dc6lmknhR5QKminFMZbEtPHCsd3jj1Oc5DdjNwpPKYDEygMOoJOSn3kmflFKMsiDIZ5SguBA3JlSUflJAWrytSwKGgA1cPOimX1/XnmFHgsF4OabKTAJeryqZEqFIy5PqTRMzgEKDDkwDZot5WR0zowYYbYnk04+Twv5J55QJZSPP27+EfVu7eqJJ+jxsMOKg/oxY1T7dRIRWJQKmnUpRI8fo/N8HjjrLOD736ed4yTaq73sZ9IkevQSpYaLh89wwM1cmrMnJ01y3hTh8r2BgeLftSzzRalJk1RW6dtv09eqqrK/wKyuprkXCFbCx3146tR052g5fS+78JrBspx9AHlDzz6WRJUpBSTrKyViZzBElBIEB1h46e4ufWR1UPr7KWsJKN9PCqAAiSdSzprhhT4vmh96iBbNb75JA/6SJcDHP05lFEFFKX2ylwncP/ZA1s9uq5/yvTRMzpkwJXyWpTKlJkygvqZP2FmbvPN54PTTqX+9/DKJvSYLUoC7KKX7Senkct4+JLrJeVYExeGKX6Pzww+nvtjdTYJB3O3VTZTyU76X9dPOhgNuQoCXnxRAYwKPN7rZeW+vEgJM9ZSqqlLz6uuv0+PIkcNjjAtjdm6CnxTgvWkcRpSyLCnfSwq+voceOvSACie/QCYuUSrq9Z0dMToPhohSguCAHgRHnS316qvkrTF2LLD33uX/vVxOTcB2UQqgwf388yn4f/pp4L//mwb900+n70umVDLoolRjoz9Bz+RMKUAdCx3kBL6uLuVnNn48tV+9vWZx8l64UPXD6mqzBSnA2dehu1tlcOp+UozXIkZO3jOHUkbnTKGgyqm2bo3/5Dr7gtZP+Z7fBaYQPyxK6QekAGo8cBOlcjlVwqe3Sc6SyuXMFh25hO+NN+hxuLTFMGbnpohSUWZKDQ7S35GMlmTguLe/n+KkT30K+Na3gA98wDtjN0pR6uCD6T5v3Kji57iQ8r1giCglCA7oO/5Ri1K88Js1K7odN05/Z1HKPnDPn08/w6dk5fMquBRRKhn0ScnvznAQT6msZEpx6V5jowoudVEqi23q6aeB/fcnk/P+fvOPpncSO1esoOfNzc6LDl7EiChlNvppZ267wIUCcO+9dK9nzqQg3amUIkrcRCmvTKnhctrZcKBU+Z6Xx5CT2bl+b03OPOLNHs6UGi5tMcuZUl6ilN8xo7ZWxRrbtkn5XlLwNefMtMmTKVvtrbfcT4UF1MniUYhSdXXAQQfR53GX8InYGQwRpQTBAT37KGpRigfBKPykGH6tHODbfXoKBeXV09NDz6MQpWQC908YUYp/RzeS1rGsdDOlwohSusk5k2VRilPOv/hF4P77h6akm0hNDfnP3X67+hr7SR19NHDDDXRIgo7f8j0hXXQPH6eDOri97rUXiVIAbVjE2W537FD9ng9IYFGqs9P9QBGee4eLEJBldEsDHa/yvdZWak9OotTvf09jkKl+UgzPq+wpNVzaYtBMKctS8zxnSKeFlyjld8zI5YpL+FgkyVr8kTXsG6133aXKJ9etc55/+vtV6W8UohSQnK+UlO8FQ0QpQXAhDrPzvj469QGIxk+K4cmVd8b1RT4vQj74QdoVP+IIen7nnfR9yZRKhjCiFE9kbsfndnRQYJbLqQVmknBw2t4+tKzDDSdRSg80stSmnDwQ2MfNZGGquprazB//qMq42E9q0yZno1Ep38sGdXVq0ebkKzU4SJmz+ri/ciXwT/9E7XZwMPrXtGoVPU6YoESIxka1cHQr4ZPyPXNwEwK8yvfsB61w+V6hACxbViwMmAqLUixamC6i+SVoptSWLSQq5nLpbIDpeMXmQbIrdVFKxINk0K0DCgXgwQdVxm5dHXDddUPjJhazczm16VIuLEo9+2y8vlJSvheMDIX/gpAsPKm57eKG4ZVXaPE+bly0KdD2CZhFKX3RPHIk8OtfA/vuC8ydC/z0pzRg+hWlWlspyDz1VPU1zpRyOsJVKEa/zkFFKbfyPS7dmzQpnWBq7FjaBd+2jTK2WlpK/45+8h6T1UypwUFnDwR+HscCPwpqaykQPP54Gh/ef58WJxs2AH//O3DuuUPfExtTiyhlPmPGkHiwZcvQst4FC6ivXn893a/Ro0kofvXV+LzQ3Mp+Jk0iwWLDBuf5UEQpc+D5K4goxe3pe9+jtrZ9u4pJTj0VeOwx80UeuwAzXNpi0Ewp7sNhDseJGresPSDYmKGLUlK+lwwc3734ImUpTZ+u4tsxY6isbskSes7jB5fujR7tfMJnGA46iMakzZupbceV/SdiZzAkU0oQXIgjUyoOPylgaGDHmSf6oplFgE2b6PlJJ9EOgd8Ag3c9//AH9bXqavcjXIViysmUcivfS7N0D6A2HLSETz95j8mq0fmCBe4L+XzeXJGWA8O5c2l8+N3vgOeeo0wGJ0EKUDvr69YN3VkUUcosSpmdcynStGnAIYfQ55zBGwduolQps3MRpczBSQjo7lZtzM1TKp8n8bu9Hfj+99Um2Qkn0PdNF6UmTy7eKBkubZHvV0eHvyxnznZL208KcM/as6xgJb9Svpc8uqfUwoWqHfLBS2vWAJ/7XPGGXpQm50xNDXkpAvGW8ImnVDBkGSkILsQtSkWJfQLmwVtfNLMIwAuA444Ddt/d/0KSy5JuvpkCTIAEKq8TMwRFOaKUW6ZU2qIUoIJUvyfwcabUcPGUyiJ6u8rnafFvWXQf3Pox76x3dakSCUZEKbPg8d+pfA8gU1mATn/lwPzll+N7PW4LWs6+czM7F1HKHJyEAM6Samz0FpdOOUX5WfLppDyGmC5KjRhBcRJj+uv1y6hR6p56HTbAmGJyDriLUt3dasPEz31yypTK0qZYFuH4bt99aRzg9chnPkNZvR0ddO/0Db04RCkgGV8pKd8LhohSguBC1OV7vb2UsgpEa3IOFE/Ao0Y5L+xZlNq4kSbuMEbnLEy1t1NmxbJlIkj5JQ5RKs2T95igmVJO5XtZ9ZTKKnZfh54eWjRy5qMTdXXqPtlL+ESUMotSohRnSu29tzqF6KWX4vPWKJUpJaKU+XiJUk6lezrPPafMjHnMYeNi0z2lgOJNn+HSFnM5laWSVVHKvmHM40Uu528ucvKUkvK9eOHrywdx8HgyebJaR9x8c/G95XnMfoBTuSThKyXle8EQUUoQXIg6U+qVV2iAGj8emDIlmr/J6KKU28DNIkBPD00GLErxBO+X+fNpAhk1iq6RCFL+GO6ilN9MqeF2+l4W4XZ1772U6bjbbmQ0+s//7G3QzotPEaXMJkim1IwZ1Oe2bFHjSZT096uMTinfyy5OQgCPA26lewCNJQ88QF5E//AP6hCIv/6Vvp+FzKPhKEoBKlPRj6+USaKUHpvrYgKPFyNH+rPHkPK95NEP7+FYsLGRxpe5c2lttGVL8cnA7CkVdabUAQfQZtvWrWpOjBIW4gFpV36JTZRasWIFjjjiCMevr1ixAgDQ1ta263NBMA2e+KLKlOIU0cMPj9ZPCigOlNwG7ro6NQlv2KBEqaALyUKBRJD996cB19QTxkwjjCjFv2OyKMUGkatW+dttElEqfWpqKNtx+XLyb+Drf8EF3icHupnjiihlFnxCkZMoNTCgFpj77ENtYcYMeh6Hr9TatfQ/6+vVIpjh56VEKf3EVyEdnDKleBxwy5Riv8mzzyZRav16lW396KM0BpksSrW20nvQNxE51ioU6PtZxu8JfD096l6bIEpxW7Ss4tgoyMl7gJTvpYGepc3jPm9OjBgBnHMOfX7zzWr8j6t8r7oaOPRQ+jyOEj69bUps5I9YRKlly5YBgKPgdNVVV+GII45ALpfD+eefjxY/xzUJQgpEnSkVl58UUBzYjRvn/nO62XmY8j39NL/77vNewAoEB7ZOp++VCmy9MqU6O9UOUpqeUs3NNLn39pbece3vV8a4w+H0vaxSXU0B/YknAqedRl+rr6dxhBeNTicHui1iRJQyCy+j8zVrqB/W1VHfBeL1lWIBbOrUoZsxfkUpk4WLSoGFAN0Uu1T5Hh+0cv759Lyzkz7yeTLYtyyz7y0f7sKxG0Cvd7gc7uL3BD7ecBozJvoSqjDo2f26SOrX5JxjMqfyvb/+Nftio8lw+V5/v7OVw8knkwi8bZvKlopLlAKKS/iiRo/bRez0Ryzh/7x581y/d8QRR2Dz5s0AgCYTRjdBcIEntihEqZ4etQsdhyilT8Je3WrCBHUEd1BRShekuGSPH+1HuAoKDmz1CWrUqOLr6QYLNE6iFJfENDWlW1IwYgQFEW+/TW2LF7pOcBAyYoTK5gDoelRV0SJGJu/4qa0l895jj1V+IpMmKdHArR+ziCCilNl4le/ppXt8v3VfqajxKvvhHfJNm2iRYhekpXzPHJzK90plSulmxSNHUibL++9Tdu2++5JoarKnFI+D//3fdHR8czOVIj744PDw0vSbKWVS6R5A8UN1NY0Z3d0qlvCbKcUx2Qc+QM/Z36y9nTZbOXtGiB6nTCldlBoxgixCfvQj4JZbgE9+Mj5PKUCJUux7F2UVix63y2arP1K5TCJGCVkgykypl1+mQXjChHiyWvTdRq/dBN3sPKgoxbue9kCMnztlVgjq+vzudxTENzdT4HPPPaUDW6/yPRNK95hp00iUevdd4Oij3X9OP3lPn/xzOWq3mzfL5J0EemDIolQps2LAfRETthRYiAdepDllSukm5wxnSq1cSfNdlOVyXgvapia1uNy0aWgblPI9c+B7oGem8Njh5SnFTJ5MgiiLUlk5fS+fp9jma1+j+XvHDuArX8m+IAX4z5QyTZQCqD1u21Ycn/sVsfne/fKX9Dvbt1PbbG8HvvSl4XFvTUWPPdjKgTcnmA99CLjhBmp3y5bFmyk1Ywa1l23bgDffBKZPj+5v82ZddXX0li3DlcTD/46Ojl3lfU8++aRnCV9PTw96tFzhrU4RliDERJSiFKeGxuEnBfgzOgeKRSkeMP2KUvqupx2ZxL3h6/PVr1IA2NtLJQ2lrptX+Z5JopTfE/ic0rVbW2nn0kmUKhRoQeDV9oTg6O1Kz5QqhXhKZQO/mVLMpEn08f77wKuvRns6rNeCNpejsWDdOto110Upy1Jzr+nCRSVg95SyrNKZUjqTJilRCsiOKAXQ/PPv/07iRWPj8Il39E0GrywRE0Wp+noSEnSRNEhmZT4PrF4NXHEFcMcdlKHT3AyceWY8r1cgnEQp3V8UoHhw/nzgBz8Ali5VJX9xiFIjRlBm3BNP0DotSlFKfMqCk3hF9KJFizBv3jzMmzcPn/70p3HKKae4/uxll12GsWPH7vqYOnVqgq9UqHR4YovC6FwXpaKEa+OdRCknvyL9tCOezIN4SgnhyecpS27CBP+BLU9mAwNDTcS5fC9NPynGryjlFIRwKj2LbBy0DBffDhPRRSnOegoiSr3/fnFmpIhSZqEbndvHDc6U2mef4q/H4StlWaUXtG4n8OmbQVK+lz4cJ3R3033dsoXGj1zO39hhL/3NkihVKAAtLcBhh9H7HS4emnxPenqcsyoZPlnXNFEKcBal/Lap+fPpfnI7Zn9MIT74+g4MDDU613n7bRJ1tm8fmikV9SEDvC6L2uycN5NFlPKP7+539dVXY+XKla7fP+WUUzB37tySf6etrQ2zZ88GALS0tKCtrQ1tbW2O2VKLFy/GhRdeuOv51q1bRZgSEiOqTKmeHhXoR+0nxQt6rokHSJRy8yvSjc6DZkoJ5VEo0OTL5SqFgv9MKYDul36vTMqU4hP4wohSfA2+8x0KNKurnf3LhOjQvcqClO9NmKC8vzZtUsGkiFJmwcH7wADNXyzq9PeTaTHgLEo98EC0vlIdHTQ35XLFJ5jp8MKY2yHDC8xcTtqVCXA8xCeesbg0fry/hbwuaAMqZjHZUwpQc9HnP09zET8Hsj831dTQ/du0ie6nUybK4CBlFAFqnjcBL1HKb7nv3Xcr0b6vj8r3RJSKFz32cMqc139u+3a6v+xTOnasPy/WoOi+UgMDKjOrXDguElHKP76736JFi8r+ZytWrMDJJ5+8y+icGW/P3dtJXV0d6mTFLCQMlxOx2aGeKRWmnOill2gxMHkymQtHCQdF111HQUVzM50e4uZXxIP/hg1qUpeAP37sIovfwFafzPr6ikUpkzKleMHZ0UE7rrqJuY5bEJLPA/feS0HitdeS0CaCVHxwu9I9pfxkO1RV0c+tW0cfIkqZSV0dffT00C4zi1KrV1PQ3dg49H7rmVLlGL7y/JnPK5F6992pbTjNn26ZUnopjvhxpI/9xLMgpXtAsfjY26tKW0zOlKqEw10mT6Z5ed0659IlthuorvY+xCRpnDaNg2RKFQrATTdR7DJxIsXPa9ZQ7Lwzb0KIARalBgdV7OEkSuXzNA9985v0fMoUKuVrbY0+NtxvPxLHt28H3ngDOOCAYL+vz3k6/f0kdEZRbVMpxF4Y0cFnloMyoy6//PJdz5cvX4558+aJ8blgFJx9dO+99JwnvbDlRJwSOmtWPMF1Pk+7eOvXk9L/pz+5D9pORud6sClEj1tgu3Ahfd2rFEDfteMgHijOcDEhU6qhQS1OvLKl3DwEAODTn6b+UV1NH1kP9k0mbPke4Gx2LqKUeTj5SnHp3rRpxXNRayvw+OPULrZsUYI3ELxUgufPQqG4dM9t/iyVKWWyaFFJVFWpcaO7W/X/oKLU+vWqdC+XM7s00+twl4ULh8fhLqVO4OM+PHWqWaX0XplSpdqUHpOxGD95Moluf/zj8CnPNBE9puU1iJMoBVB55cKFJOy8+GI8ghRA7fqww+hztloJ+vtOsfz//q9k3wUllku1fPly3HfffQDIF+qoo47aJT4deeSR+MlPfoKmpiasXLkSS5cujeMlCEJoeMD77W8p82P06PLKiXRRKi7mzwf+679okK+vd3+NPPj39KisFUlGjJdyTi1kkaa/Xy38AZroLIvutSma/l57UWD77rvAIYc4/4xXuvamTXQSyqhR/ssbhXDw4nL7duUl4leUsnvDACJKmcjYsXSPdFHKyeQcUEE1ly28/DLtTIcpldAzSdhtYc0aEr2cxsFSnlJy8p451NeTkN3VVV6mFItSDQ1mZ8FVwuEufP9KiVIm+UkBzqdB+hWl9JjsscdUW25uBk4/fXiIjaZiF2gaG703xn/0I+DPf45/s/Lww4FHH6X12mc+E+x39TlvcJDWYzfcANx+O7WpoJlXlUwsotTcuXMxd+7coqwoZvbs2bs8pQTBVPJ5Wqx9+9s0WW/dqjwFgtDdTacZAfGKUoUCDe5jxngv6OvqVJoqB/2ykIyXcgPb2lq6p/oJfHrpnilB/V57AU895Z0p5SZKFQrA9der45iHk2+HiXBg2N5Ojzwu+EEypbKBbnbOuJmccx/74Q9JmHrwQfq46y7gtNOo/O7Pf6bSP78fU6ZQtnFfH2VIXnyxc19mUcqeKcXChcmZNJUGn3jW06PuF48HpWBRascO9bum+0lVAm4nqjI8n5vkJwWUlymlx2TjxhV/b948MrUX4sEuSjmZnOvccANtsATxYg0D+0o9/zz9n6DZTfk8ram++U1aN+63H3DGGcBDD4mnVBAkqUwQXLjgAuD736egeseOcAPhiy9SgL7bbtH7STFB/YomTCg2RpdMKbPRS60Yk0zOGQ5a+aQeO5alRCm9fK8SfDtMg9sUi5uTJvkXN50WMSJKmQeX7+mnarmJUgD1sVdfpQzh//ov6q/NzXRU9hNPhHsNfX30d0aNcu/DLFZs2FDsZRXkeHchGXQhIGimVGMjlWLu2KEy9qQ0M338lu+ZlinFbVH3lAojZNtFKSm1ihe7ibhb6R4Q3os1DC0ttJGzdSvw2muqrDMIg4MUC/X00OennCKiVFCk+wmCCzfdRBPW++9TRkEYhZ7rk+PKkgqzoJ8woVg4EFHKbPTTShiTTM7Z5JFr8vVMKd3YeNs25Yuli1LllDcK4eAgiT0d/C4s9Z+VTCmzsXtK9fWpU7Ts5XvMd74D3HwztYuqKuDUU2kRUeqjunro1554gubNhgaaY9zmT16U9PbSZsno0fScF5siSpmDLgQE9ZQCSIDcsUOJoyJKpY/TJoPTYQUsSoU57CcOnMr3wowZIkolSy6nTvAF3EWppDcrczlg5kwSkZ59NrgotWYN8Otfq42V7duBO++k74ko5R/pfoLgAA+IX/kK1QWvXUs7yECwgZD9pDg1NGrCLOjtk4CIUmbDC31TM6XYj+ass+j52rW0wLz55mI/GjY5HzOmOPCrBN8O07AH3n79pAAp38sKXL7HmVKrVtF8MHKk+0Lgllso45FLJY44IlwfLBSAtjZg8eLSO9y1tSSgbdlCG0AsSkmmlHmwELB9u8p69Vu+B9A48/bbkillEnz/Nm1SZUs8p3d1ka8qQP5wYTzm4sIrUypIu7IfuiKiVPzU1KgNMbfyvTQ2Kw8/nESpZ54Bzj472O9++csUlzc308eBB1LJe2+viFJBkO4nCDbsCv26dcAjj5AAEESh7+qK308qzIJeRKls4VS+Z1KmlL571dFBxuu/+hX50ehBhdfJe0Ky2MWjMJlSW7ZQYFlXJ6KUidgzpVgI2Gcf51LNqEolwuxwT5yoRCn2cxFPKfNgIWDVKsoIqKlR7cwPPHZwppR4SqXP2LF0H/lE3913V/3z17+mDOfDDgNuvTX8YT9x4OUpFeRwBPtBMSJKxY9ewucWD6axWcnJAy++SP3Br5j04x8DDzxAfefTn6bPp04FTj6Z+swrr8TzeocjBh3wKQhmYFfoP/lJety8GfjsZ/0r9C+8QD+7++7BdhPjRt+Z4FILwVzsotTgIGUjAWZkSgHqiOz164HnngN+//uhwavXyXtCspSTKTVypAr6OVtKRCnzsItSLAQ4le65CUkLFzofde2F1w73woXO8yfPSTffrP6XvRSnUKCyIiE9eAOLS7omTw520AaPM+xpKZlS6ZPLOWe/5vPACSdQCe4TT5glSAFDRSnLUmNGkHYl5XvJo1/jUkbnSTJtGomUPT3+hSTLAu67j7Kjzj2XhCiAMoVPOIG+XiVKi2+k+wmCDbtCP3s2qd6rVlFQ9YlP+Ps7cftJhUUXBSRLynxYlOKF/4YNKs0+SIZL3OTzdHpXZyd92INXEaXMwb4DGESUyuWo3b3zDi1ipk4VUcpE7OV7XibnUZZKhNnh1k9m42wqvXzPpLKhSobFaF2UCoJ9nBFRygwmTya/OfsJfLW1NN7X11O8YYogBai2yEJUdzcJBECw7Eop30se/RqbFA/mcrRee+ABWr+xT6oXf/0rPe6zD81PLJK+8w6JW83NwNFHx/SChyGi3wlCCXI5lS11++1q4isF+0mJKCWUgz1Tikv3TNuBKRRoIZzLkXB27bXF35fyPXOwi1JBF5f2nXURpczDrXzPKVNqwQL3BWc+H7+pMYsVM2ao7KxHH6WvmZilUano5XtA8Axw+zgjopQZOGVKrVkD3HEHxbuTJ9NGWJCMybixZ0qxiF1VFWwekkyp5DFVlAJUCR+v37zo6QGuvpo+/+xnKbbdfXdaV/X1qY0gaVP+MWhJIwjmctpptDPz7rv+BqvOTuD11+lzEaWEcmABgU+uM8lPiuFMhn/5F+CMMyiI/dWvioNYzpQSUSp9yinfA4pPbLIs1TZFlDIHXZTq6VGHI7idvJcmXMKxYYMq83vmGSoFfuABEaRMgYUAFqHLzZQSTykzcDqB79JLySbg2GOBBx8MV8obJ26iVGNjsJLS0aOLN/dEQIifLIhSL72kxjmmtbW4/d92Gwm5kybRHNvaSm2Ps5Ffe40exejcPyJKCYIPGhvpeGyAsqVKwX5Se+xhVokVIKJU1rCX75l08h5QXFozfz7wkY9QFtfEicVBrGRKmYMeJNXVBV8c8pi2fn1x4CbjiTmwKNXfT8GxZVEmoz0zwARYlHr/fXo85xwqy7EsmntFkDIDFgIYKd8bHnCmFPe/3/0O+NOfaB7/1rfoa2E95uLCLkqFPRghl1NjYi5nVvb5cIVFqcbGoWNK2kyZQmukvj4SpnT4VMpCgQ71+f3v6evTpgE33qjaDotSXOYsm3X+ke4nCD7hEr5HHilOc3aCs6lYdTcJfREqg6X51NbSjuW999JzuyiVtgGw3Y/mwx+moMOygNNPV340LEqZtjNWieii1KRJwXaWgeJyD12UkvHEHOrqlEj43HP0uPfewe91ErBYsWEDPV5xBYlpI0bQezBhESwMXUAGLd9rbCwWDUSUMgN7ptTLL1OfPOww4Jhj1M95HVaQFJytYveU6uoiU3bOJA8Ci1KSJZUMfJ1NMjln2FcKUL7AjC7MfulLKjvvqaeKY2AWpdjqRdqVf0SUEgSfTJtGIpNlUa29F6aanPOEzsKAntmQtrghOFNdTRPl8uV0j3RRirOU0tzds/vRNDUBc+bQ5zU1yo9GjM7NwS5KBWXyZBJKH3tMiVJVVeokTxlLzIDNzlmUcjI5NwFenGzdClx3HbWd5mbg/POBz3/enOyMSqfcTCmgeLwRUcoM7OXY3d3U/z7ykaGxRRIec15wtsqdd9JzzpS67TYSpcJk64ooFT966RtfZ44FTYsXvHyl8nngzDOBe+6heXX79qHl5S0txb8j5Xv+EVFKEALA2VJ33jm03pjZscNcPyme0HlHjINME8QNwZmaGgoQTzyR7tETT9DXH3/cXAPgj36UHpcvpx3Mnh61qyTle+mjB99hRalcjo5N5hR2zpKSscQcuITvxRfp0UQ/KYAyd+vqaFF53XXAXnvRmHfEEeaVDVUyUYtS4illBnwfu7poQ/Wll2iD4cwzU31ZjvB4wCJUdzeNC1xuOHt28L8polT86KVvuihlYrzAotQrr1DsqmNZZGCey9H82tQ0NP62i1KSQe4f6YKCEIDjjqMJfP16MmBlnymd55+ngWvKFPPSU3nw/O53aRFQW1vsCWSauCGoCe3YY4GDDgK+/W06/ciyKIvAxHs2axa1/9Wr6chcnuTr6oJ7PgjR0dpKwd/HPqa+xguSQoHKMvzsgk+aRAsAALjhBtotnDFDxhLT4EwpDqxNFaVyOZor336b5tRHHqGvH3kkPXJbSrNsSFAlUwAZRAfxg+GxRxeyOFMqyNgjRE9dHS2wt2wBrrmGvjZnjrkbSPk8CWjf/CZtsPb1ASedRLF3kPiC26STKCVtMlp4DF+yRGUOvfkmbVyaFi/svrta573wgpqHAOCuu4D776c5a9o0dSqlvVqA+xMgmVJBMEibFATzueEGNYHZDc85BZVTPk3LkmLyeeCDH6RdpptvlkWk6fCE1tdHgVguR4uDmhpz71kuR6n/AO1g6ifvmehpUynwbuXSpeprkyYF362sqaF72dwMHH00jSVPPCFjiWlwphRjqigFUDvcfXca2/r76fnUqer7aZcNCcUiVFA/KR57OIscIFHKxEyJSoLLqlgsfOUVevzEJ8wrq9JZtIjao2WRQfvRR9PXg5SEcpt84QV6zqKUtMl44Cy3V16h0rcnnzQzXnDzlerooE3h9nbgs59VJ8Pas3hzueJsKcnA8490OUEIQFUVpTavXw+8+ip9AMWTmKl+UjrnnEMDZ00NDZimTQqCgkWpl16iNmZZVN7COzSmctpp1LZee41KDQFzd14rBQ4Kb7yRAiuATDrDiEm8iNm6VQmlMpaYhS5KNTXRh6lwVvEDD9DjkUeKgG0aul9P0NI9HnueeEKNPcuWiZCdNnZLB4AyQJ591mxh5oYbSMTO5ag93XYbfV3P5isFt8mHH6a/UV0t2b5xk8/TPbIsKt819Ro7+UotWkTZvDNnAr/4BX3Nrbxc92+U8j3/iH4nCAHQy9/a24H//V8qU+JJ7JOfVDtLJotSq1YB++9Pu0pO6adC+nBqOYtSd99Nbe7kk6n86qGHqN0BZt67pibywfrrX1VWoZicp08+T2UJX/saLUS6uugkmaBtaPJkEuWffJICzPHjZSwxDS7fA8w1OWdYlGLj4iOOSO+1CM7oC/4wflL5PNDWBvzyl5Tdcv31svhPG772P/gBiTLNzTRutLaae29YOJo9mzL23n6b4ozm5uAlofk88NZbJDI88AAd4GHq+x4OFAp0SM9uuykR0MRrzaLUq6+SH+qbb1J56O67A//1X+pQF6C4vJzjdn2+5RheSkJLY6gGLgjmks+TYt7eDvz0p8DFF1OqZj5PacCcycImfqalP/Nr+uIXVT23mMiaB+9g/t//UVtrbycB9KST6Otz5ph97/R2zybnpp62UmksWEBZD7kceXAECQq53GO33VS73GMP4MEHgenTgcsuM7M9VhJ8j/RMKS7dM63v8Wu1G+4fcYR5r7VS4XvkVL4X9B595Ss0t9XVSWalKeTz5OXW3k4x7LPPmivM6JlMJ55IJVW5HAlS7e2U+Ru0/G7xYrLlmDhR2mSc8H35/OdpU9XU+LW1Fbj3XhKgBgepP/z85/R81iyKye1webm9JBQozsAzNfPQFOTyCEIIvvlNYM89SYDasYOyWH7602I/KRMHIafUZDndyEz01PKODgq6jj+e0tT5/vHPmGgAXFVFu5f6KZXjx5vZLyqNQoEEpEMOoTEsSL/noOv222kR0NwMnHEGtcs33iCxVMaSdOF7xCd1ArRza2Lf49f69NPqa/vtB9xxh3mvtVLhe3THHeprkyeHa093301Z2vvvb34JeiVx8cWU/TFpEgmGpgozg4PF8c8Xv0h+mwDNRW++Gbz87uabqWRxt92kTcZFltYePN4NDNDzn/8ceOcdsipYvdp7vOP39Oc/qzLlv/5VSkL9IuV7ghAC3tkdNYrS0XM54Mc/pt3osWPJc+qOO8wbhPQJXUdONzKTfJ4Wa4UCsHkzGUSee27x/TOpfenw67r8cmpXzc204/T00+b1i0qCg8PzzqN7wM8Bf/eEf+Zb36JynuZmWhToQRenqQvpwPfoV7+iTZPmZio9MPGkI34tv/kNBf3NzbQwlCDeHPgeXHMNsGED3aPHHwfuuy/YPeKx5oILwo09Qnw89BBw6KGU1WFyGba99IlP4rv0Uppz6uupND1om9TnLmmT0ZOltQe/pp//XJ1c295O3lBf+ELpdsHf//rXySJh61bg3/5N2pMvrAyxZcsWC4C1ZcuWtF+KUMFcf71lnXQSPVqWZf32t5a1116WtfvultXUZFnjxlnWCSeo7wtCOXR0WNaMGZZ19NGWNXdu2q8mOL/9LfWJceMsa/Zs6RdpYh+7Sn3di8suU+Pd8cfLfTWRyy9X92jOHLPv0ZVXqtd6xBFmv9ZK5dpr1T067rhg9yjKsUeIFvs9yOI9Ofpoy9pvP8v60If8/460ScGLX/9ajXdTplhWa2uw3585k37vH/4hlpeXKfzqN5IYLQgBcEpBveAC4Pvfp9Kkvj7yaKmvF1VciIY//pE8e0aPzmZq+QUXkBfW6NFkfi79Ij28diuDloFefDFlhU6YQBlTcl/N48tfppKc+nqzS3IAMtuvrydT2LFjzX6tlcq551KcM2ZMcC+6KMceITqyVFblRqFAc9Dee1M78vuapU0KXnz5yxS35nLUtubP9/+7hQL5lB1wQHCLhEpGyvcEIQBuk9j8+cAjj5AoNXWq2enPQnYYDqnlhQIJF7pfQ1Ze+3DD69SXoPfkppvIp8j0co9K5rbbgIMOIqHH9Ht0443AjBkkovHC0tTXWqkUCnSIS5g+H+XYI0RHlsqqnCgnRpI2KXhRKNAhVlVVSljy0y6GQ9yeFiJKCUIA3CaxQoFMfi+9VAYhIRrcdjCB7LQtmZyHJ3JfzYfvCXtgmHyP+LWxX57Jr7VSkT4/PMmyMDMcYiTBTPSTAoOMd9Imy0NEKUEoExmEhDgYbjuYgPSL4YDcV/PJ0j3K0mutVOQeCSaS9RhJMJNyxjtpk+UhopQglIkMQkIcZHkHE5B+MVyR+2o+WbpHWXqtlYrcI8FEsh4jCWZSzngnbbI8cpZlWWm/CL9s3boVY8eOxZYtWzBmzJi0X44gCIIgCIIgCIIgCIJgw69+I6fvCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIlTnfYLCIJlWQCArVu3pvxKBEEQBEEQBEEQBEEQBCdYt2Edx41MiVLbtm0DAEydOjXlVyIIgiAIgiAIgiAIgiB4sW3bNowdO9b1+zmrlGxlEIODg1izZg1Gjx6NXC6X9sspm61bt2Lq1KlYtWoVxowZk/bLEQSjkP4hCN5IHxEEd6R/CII30kcEwR3pH9FgWRa2bduGPfbYA1VV7s5RmcqUqqqqwpQpU9J+GZEzZswYaeyC4IL0D0HwRvqIILgj/UMQvJE+IgjuSP8oH68MKUaMzgVBEARBEARBEARBEITEEVFKEARBEARBEARBEARBSBwRpVKkrq4O3/nOd1BXV5f2SxEE45D+IQjeSB8RBHekfwiCN9JHBMEd6R/Jkimjc0EQBEEQBEEQBEEQBGF4IJlSgiAIgiAIgiAIgiAIQuKIKCUIgiAIgiAIgiAIgiAkTnXaL6ASaWtrw7Jly9DS0oK2tjYsWrQITU1Nab8sQUiNFStWAABmz56NtrY2dHR0YPbs2QCkvwiVyYoVK3Deeefh6aefLvq6V3+QviJUEm59ROYTQaB+sHz5cgDAk08+iWuuucbXXCF9RKgUvPqIzCMpYAmJM3v27F2fr1y50po3b16Kr0YQ0mfRokUWAAuANXfuXGvz5s27vif9Rag0li5daj399NOW0xTt1R+krwiVglcfkflEECzr8ssvL/pcb/syjwiCdx+ReSR5pHwvYdra2oqet7S07FJpBaFSOeKII7B582Zs3rwZ9913X9GOnY70F6ESmDdv3q4dOR2v/iB9Ragk3PoIIPOJIKxYsQKXXXbZrufz5s3DihUr0NbWJvOIIMC7jwAyj6SBiFIJs3z5cowfP77oa+PHj9+VJigIlUpTU9OQ9FfpL4Kg8OoP0lcEQSHziVDJzJ49G9dcc82u5x0dHQCovcs8IgjefYSReSRZxFMqYbjR29m0aVOyL0QQDKKjowPLli0DQHXd559/PlpaWqS/CIKGV3+QviIIhMwngkCZH8wtt9yCuXPnoqmpSeYRQdiJWx8BZB5JAxGlDMGtkQtCJaCbBLa0tOCUU07BypUrXX9e+osgKLz6g/QVodKQ+UQQFLy4th8I4PRzYb4nCFnHqY/IPJI8Ur6XME1NTUPU1E2bNolrv1DR6DXafJpFW1ub9BdB0PDqD9JXBIGQ+UQQFJdcckmRJ47MI4JQjL2PADKPpIGIUgkzd+5cx68feeSRCb8SQTCDFStW4OSTTx7y9fHjx0t/EQQNr/4gfUUQZD4RBJ2f/OQnuOSSS3aVHXV0dMg8IggaTn1E5pF0EFEqYVpaWoqet7W14cgjjxSFVahYWlpacPnll+96vnz5csybNw9NTU3SX4SKR08J9+oP0leESsXeR2Q+EQRg2bJlmD179q7F9q233lqyH0gfESoJrz4i80jy5CzLstJ+EZVGW1sbrrrqKhx11FF48sknsXjxYmnMQkXDp740NTVh5cqVRZOB9Beh0li+fDnuu+8+/OQnP8E3vvENHHXUUbsMOb36g/QVoVLw6iMynwiVTltbG/bdd9+irzU1NWHz5s27vi/ziFDJlOojMo8kj4hSgiAIgiAIgiAIgiAIQuJI+Z4gCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCIkjopQgCIIgCIIgCIIgCIKQOCJKCYIgCIIgCIIgCIIgCInz/wFfdG2pA17TGgAAAABJRU5ErkJggg==", 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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(1.2053, dtype=torch.float64)\n", "tensor(0.6801, 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": 43, "id": "99002374-b071-4646-8dcb-5b03d164e9a4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "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(0.8747, dtype=torch.float64)\n", "tensor(0.4887, 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 }