{ "cells": [ { "cell_type": "markdown", "id": "736ba454-81d1-4f8c-b947-65bf33b2f591", "metadata": {}, "source": [ "## ELETTRA-31: IDs interaction residual correction (ORM)" ] }, { "cell_type": "code", "execution_count": 1, "id": "46e3dcd9-4183-4a99-8a04-b42efa37612b", "metadata": {}, "outputs": [], "source": [ "# In this example interaction between several EPU devices is further explored\n", "\n", "# Local correction for single ID is first computed using reduced ORM matrix and local knobs\n", "# Next, several identical devices are inserted and feed-forward corrections are applied\n", "\n", "# Residual optics errors are explored (after global tune correction)\n", "# An attempt to correct residual errors by allowing all local knobs to change is performed (with and without applied feed-forward)\n", "# Keeping symmetry relations for local knobs from the same section" ] }, { "cell_type": "code", "execution_count": 2, "id": "58fd90ba-d4b9-402b-a755-f338803849f3", "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": "651cbf39-a739-42f7-b6ef-7420477f1504", "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": "f381661b-3f9e-414f-974a-fb3af2ee719d", "metadata": {}, "outputs": [], "source": [ "# Single ID compensation" ] }, { "cell_type": "code", "execution_count": 5, "id": "df9c6ffa-a174-4d79-8dc8-6a21072bc3ad", "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": 6, "id": "409342ed-468b-4950-9d96-4106871610f1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\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", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Insert correctors\n", "\n", "for name, *_ in ring.layout():\n", " if name.startswith('CH'):\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 7, "id": "4fb607e3-4e9a-408d-bcb1-ef187896397a", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 8, "id": "7a1b2a47-227f-4d3c-a6af-324b0b584f6c", "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": 9, "id": "7d59b8af-9639-4085-9e06-1a50fe422d0a", "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": 10, "id": "ba2290bd-a23b-4bd3-bacc-a0cb42e469b5", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 11, "id": "0ef25ed1-d266-441d-a978-b0d9c9e4b6e6", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 12, "id": "bbda5a4f-ecc2-42bf-8dc5-e33021acb694", "metadata": {}, "outputs": [], "source": [ "# Quadrupole names for global tune correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]" ] }, { "cell_type": "code", "execution_count": 13, "id": "8e905860-f268-4068-98e9-33870ff2f0bc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0.2994, 0.1608], dtype=torch.float64)\n", "tensor([[ 5.8543, 2.0964],\n", " [-2.9918, -1.2602]], dtype=torch.float64)\n" ] } ], "source": [ "# Global tune responce matrix\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(ring, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "knobs = torch.tensor([0.0, 0.0], dtype=dtype)\n", "global_target = global_observable(knobs)\n", "global_matrix = torch.func.jacfwd(global_observable)(knobs)\n", "\n", "print(global_target)\n", "print(global_matrix)" ] }, { "cell_type": "code", "execution_count": 14, "id": "c4e43b71-d1db-4578-999f-43c697472b4e", "metadata": {}, "outputs": [], "source": [ "# Local knobs\n", "\n", "sid = 'S01'\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = [f'OCT_{sid}_02', f'QF_{sid}_02', f'QD_{sid}_02', f'QD_{sid}_03', f'QF_{sid}_03', f'OCT_{sid}_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = [f'SD_{sid}_05', f'SH_{sid}_02', f'SH_{sid}_03', f'SD_{sid}_06']" ] }, { "cell_type": "code", "execution_count": 15, "id": "ff6399d1-e79f-492f-a582-e9cb26f728f2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[1., 0., 0.],\n", " [0., 1., 0.],\n", " [0., 0., 1.],\n", " [0., 0., 1.],\n", " [0., 1., 0.],\n", " [1., 0., 0.]], dtype=torch.float64)\n", "\n", "tensor([[ 1., 0.],\n", " [ 0., 1.],\n", " [ 0., -1.],\n", " [-1., 0.]], dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Define knobs to magnets mixing matrices\n", "\n", "Sn = torch.tensor([[1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]], dtype=dtype)\n", "\n", "print(Sn)\n", "print()\n", "\n", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)\n", "\n", "print(Ss)\n", "print()" ] }, { "cell_type": "code", "execution_count": 16, "id": "9dc33a37-cd6d-422c-bec7-058b986413b4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([16128])\n", "torch.Size([16128, 5])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(ring, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()\n", "\n", "\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 17, "id": "258d513d-09ae-4cfc-9867-6d919cf6d4bf", "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": "6f1b2aff-d6f4-442b-ae31-471e7f76dcee", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 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": "b94e3867-e81e-4dca-b0d4-b9503769b23b", "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": "731f580a-5e69-4cc9-bf97-3b100d84d952", "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": "a1102c67-3024-4668-9927-d6cc88f748b6", "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": "86f28141-f610-4d35-ba33-e15bbd25db3e", "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": "7b1a3234-ae9a-4d71-8f3a-a464d867fd22", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "1c57b3ef-2b62-4e3a-a452-bdc225d7cfe0", "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": "e04f8a03-9dac-40d2-b81e-bcb689277e44", "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": "c606a2df-e3f6-477a-a8de-074da2b50321", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "id": "6a302daf-0727-4202-8e38-21bd06916017", "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": "04288042-ad82-4ece-85d2-73fcd65c3002", "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": "dbd57aca-96c0-45c4-a8db-3b5d3eb4dcdb", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(error, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(error, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 30, "id": "2e31948c-81e9-47b1-bebd-b35dbc3196a2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(1498.9104, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 31, "id": "7d4ee1e3-7c4a-4716-8236-1beb42dfe904", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1498.9104, dtype=torch.float64)\n", "tensor(94.2315, dtype=torch.float64)\n", "tensor(27.2219, dtype=torch.float64)\n", "tensor(14.5212, dtype=torch.float64)\n", "tensor(11.7324, dtype=torch.float64)\n", "tensor(11.2607, dtype=torch.float64)\n", "tensor(11.2023, dtype=torch.float64)\n", "tensor(11.1988, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\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((3 + 2)*[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": "35b56dcd-a6f7-4c73-99d5-cc93eb784c87", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [3, 2])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\n", "\n", "error.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " error[name].kn = (error[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " error[name].ks = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 33, "id": "b1ba8394-4be9-4ee5-a910-f28114a0bf76", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 34, "id": "db6c7204-f2a0-426e-ad13-577bc8d2d8a5", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 35, "id": "eceae5c0-94b3-4312-9e43-2aa17c21874c", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 36, "id": "20b6e952-c4a0-44fb-8e71-5d805abdc109", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 37, "id": "16573688-1bd5-4748-8082-0516a508bd67", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 38, "id": "a1a0ee21-9a87-426a-b4b5-e7764bad85cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0003, dtype=torch.float64)\n", "tensor(0.0002, 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": 39, "id": "c7e90592-4074-4f8b-a436-a52e736e4b31", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(7.8686e-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": 40, "id": "fa474998-f4d6-4951-947b-675a2e7853ef", "metadata": {}, "outputs": [ { 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 41, "id": "16f96c9a-14ac-4bbf-ad7a-916770201680", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.8181, dtype=torch.float64)\n", "tensor(0.6823, 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": 42, "id": "26c87626-f1f7-4204-bf7c-2e9983628525", "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", "\n", "tensor(0.5538, dtype=torch.float64)\n", "tensor(0.4910, 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()" ] }, { "cell_type": "code", "execution_count": 43, "id": "31b9e7f2-2017-4982-9bd5-5c090b5823cf", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_id) / bx\n", "by_ref_bb = 100.0*(by - by_id) / by\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_id\n", "etay_ref = etaqy - etaqy_id\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_id)}{(nux - nux_id).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_id)}{(nuy - nuy_id).abs().item():.4f}'\n", " rf'\\quad C={c_id.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-20, 20)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 44, "id": "e82e64e2-282b-47c5-8ab7-64195a9e5062", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1.1015e-07, dtype=torch.float64)\n", "tensor(9.2994e-09, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_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", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(1 + 1):\n", " value = global_observable(global_knobs)\n", " residual = global_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", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 45, "id": "47bc03d2-9e0f-437b-99e8-b2d98fd18ba5", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "error.flatten()\n", "\n", "for name in QF:\n", " error[name].kn = (error[name].kn + kd).item()\n", "\n", "for name in QD:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 46, "id": "6f0ce48f-8686-4640-b373-8eb3073a36f1", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 47, "id": "c6414730-239c-432a-b023-226060a48796", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 48, "id": "84b0e7a3-7f4e-4dc2-825f-8e2539e809dc", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 49, "id": "303b5e43-81cd-4ed7-ab38-1a9e1c19b373", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 50, "id": "34c3b749-ce03-405d-ae59-67c97aee5d8b", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 51, "id": "fb744377-f517-4a90-a8e3-188f4dfc4d3c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(2.1550e-05, dtype=torch.float64)\n", "tensor(1.7777e-05, 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": 52, "id": "357dd698-84e3-4546-bcf0-bdce93b3bb60", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(7.8723e-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": 53, "id": "2be7776b-5db1-4a43-a483-40281151f557", "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": 54, "id": "ede25930-79e3-412e-9695-f6b67cd13b5e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.8132, dtype=torch.float64)\n", "tensor(0.6829, 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": 55, "id": "a037b0a1-050d-43b7-8859-045cdc578a35", "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", "\n", "tensor(0.5502, dtype=torch.float64)\n", "tensor(0.4923, 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()" ] }, { "cell_type": "code", "execution_count": 56, "id": "68063251-a3b6-4520-aaf0-3400a4acea90", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_id) / bx\n", "by_ref_bb = 100.0*(by - by_id) / by\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_id\n", "etay_ref = etaqy - etaqy_id\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_id)}{(nux - nux_id).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_id)}{(nuy - nuy_id).abs().item():.4f}'\n", " rf'\\quad C={c_id.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-20, 20)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 57, "id": "464fb018-9a10-44e3-a70f-769b769e90f0", "metadata": {}, "outputs": [], "source": [ "# Knobs\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "\n", "ring.flatten()\n", "\n", "kni = {name: ring[name].kn.item() for name in nkn}\n", "ksi = {name: ring[name].ks.item() for name in nks}\n", "kfi = {name: ring[name].kn.item() for name in QF}\n", "kdi = {name: ring[name].kn.item() for name in QD}\n", "\n", "error.flatten()\n", "\n", "knf = {name: error[name].kn.item() for name in nkn}\n", "ksf = {name: error[name].ks.item() for name in nks}\n", "kff = {name: error[name].kn.item() for name in QF}\n", "kdf = {name: error[name].kn.item() for name in QD}\n", "\n", "dkf = [(kff[name]/kfi[name] - 1) for name in kfi if name not in nkn]\n", "dkd = [(kdf[name]/kdi[name] - 1) for name in kdi if name not in nkn]\n", "\n", "dkf, *_ = dkf\n", "dkd, *_ = dkd\n", "\n", "dk = {'DKF': dkf, 'DKD': dkd}" ] }, { "cell_type": "code", "execution_count": 58, "id": "3dd82377-18e1-4689-a2f3-e7943dc551b8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "\n", "dkn = np.array([knf[i]/kni[i] - 1 for i in kni])\n", "dks = np.array([ksf[i] - ksi[i] for i in ksi])\n", "\n", "n_kn = len(dkn)\n", "n_ks = len(dks)\n", "n_dk = len(dk)\n", "\n", "y_kn = np.arange(n_kn)\n", "y_dk = np.arange(n_dk) + n_kn + 2*1\n", "y_ks = np.arange(n_ks) + n_kn + n_dk + 2*2\n", "\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", "ay = ax.twiny()\n", "\n", "bar_kn = ax.barh(y_kn, dkn, height=0.6, alpha=1, label=r'normal', color='red')\n", "bar_dk = ax.barh(y_dk, list(dk.values()), height=0.6, alpha=1, label=r'global', color='black')\n", "bar_ks = ay.barh(y_ks, dks, height=0.6, alpha=1, label=r'skew', color='blue')\n", "\n", "yticks = np.concatenate([y_kn, y_dk, y_ks])\n", "yticklabels = [*kni.keys()] + [*dk.keys()] + [*ksi.keys()]\n", "ax.set_yticks(yticks)\n", "ax.set_yticklabels(yticklabels, fontsize=12)\n", "ay.set_ylim(ax.get_ylim())\n", "ax.axvline(0.0, color='black', linewidth=1.0, linestyle='--', alpha=0.5)\n", "ay.axvline(0.0, color='black', linewidth=1.0, linestyle='--', alpha=0.5)\n", "xmax = max(np.max(np.abs(dkn)), np.max(np.abs(list(dk.values()))))\n", "ax.set_xlim(-1.1 * xmax, 1.1 * xmax)\n", "xmax = np.max(np.abs(dks))\n", "ay.set_xlim(-1.1 * xmax, 1.1 * xmax)\n", "\n", "ax.tick_params(axis='x', length=6, width=1.5, direction='in', labelsize=12, bottom=True, top=False, labelbottom=True, labeltop=False)\n", "ax.tick_params(axis='y', length=0, width=0, labelsize=12)\n", "ay.tick_params(axis='x', length=6, width=1.5, direction='in', labelsize=12, bottom=False, top=True, labelbottom=False, labeltop=True)\n", "\n", "ax.set_xlabel(r'FSE (normal \\& global)', fontsize=12)\n", "ay.set_xlabel(r'Delta (skew)', fontsize=12)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "ax.spines['top'].set_visible(False)\n", "ay.spines['bottom'].set_visible(False)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 59, "id": "c23394c3-a300-471e-84c2-4a7fff2c77b7", "metadata": {}, "outputs": [], "source": [ "# Set corrections\n", "\n", "dkf = [(kff[name] - kfi[name]) for name in kfi if name not in nkn]\n", "dkd = [(kdf[name] - kdi[name]) for name in kdi if name not in nkn]\n", "\n", "dkf, *_ = dkf\n", "dkd, *_ = dkd\n", "dk = {'DKF': dkf, 'DKD': dkd}\n", "\n", "dkn = np.array([knf[i] - kni[i] for i in kni])\n", "dks = np.array([ksf[i] - ksi[i] for i in ksi])\n", "\n", "dkn = {name: value for name, value in zip(nkn, dkn.tolist())}\n", "dks = {name: value for name, value in zip(nks, dks.tolist())}" ] }, { "cell_type": "code", "execution_count": 60, "id": "0028436f-d821-42d6-a3d2-827fd9b42eb1", "metadata": {}, "outputs": [], "source": [ "# Interaction and feed-forward compensation (several identical IDs)" ] }, { "cell_type": "code", "execution_count": 61, "id": "2a6eca98-1e98-4b9f-bc78-206654d7584b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Marker': 12}" ] }, "execution_count": 61, "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", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Insert correctors\n", "\n", "for name, *_ in ring.layout():\n", " if name.startswith('CH'):\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 62, "id": "14082220-7aab-4833-b17d-91a279b6887e", "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": 63, "id": "ca50e160-1f93-4251-aab8-d72a6cd8c46e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Matrix': 1,\n", " 'Marker': 6}" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert IDs into the existing lattice\n", "\n", "# List of ID markers\n", "\n", "sections = ['S01', 'S03', 'S05', 'S07', 'S09', 'S11']\n", "\n", "names = [f'MLL_{section}' for section in sections]\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "for name in names:\n", " error.insert(ID, name, position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 64, "id": "0e0f1baa-4c05-4abc-8c1f-096a5143f548", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections (local)\n", "\n", "kn = torch.tensor([*dkn.values()], dtype=dtype)\n", "ks = torch.tensor([*dks.values()], dtype=dtype)\n", "\n", "error.flatten()\n", "\n", "for section in sections:\n", "\n", " names = [f'OCT_{section}_02', f'QF_{section}_02', f'QD_{section}_02', f'QD_{section}_03', f'QF_{section}_03', f'OCT_{section}_03']\n", " for name, knob in zip(names, kn):\n", " error[name].kn = (error[name].kn + knob).item()\n", "\n", " names = [f'SD_{section}_05', f'SH_{section}_02', f'SH_{section}_03', f'SD_{section}_06']\n", " for name, knob in zip(names, ks):\n", " error[name].ks = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 65, "id": "59926ebb-b173-4c28-adf6-9ee1e8351072", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 66, "id": "9f756448-9174-41d8-bada-d1218e772cd1", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 67, "id": "a7d52e04-5108-4929-8051-f117bf09b895", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 68, "id": "3ee43ea8-2823-49ff-91cc-47168f584e99", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 69, "id": "ea07f6ee-7676-4c22-95e7-4c7472dcbe44", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 70, "id": "4fe37c28-bdbf-406d-bbb1-fc7caa70eb6f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0014, dtype=torch.float64)\n", "tensor(0.0013, 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": 71, "id": "9a80396a-0358-4e45-8a2d-264fed2caac5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(2.5498e-05, 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": 72, "id": "483e00cf-8caf-4305-964d-5d59976c58ef", "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_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": 73, "id": "ce6548ee-a37d-496d-bea5-99b31e692312", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(1.5971, dtype=torch.float64)\n", "tensor(1.9439, 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_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": 74, "id": "019be217-f0b5-41e9-8fac-782c6da1644f", "metadata": {}, "outputs": [ { "data": { "image/png": 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lR6YbEukyH40m3xzfv186fjw58+9/f/LrF4tiyfzMjMn34GDxzXjuZH7jxuQizAc/uLrMpxaqCrGf946xvHNncjfybPbz0sLzmw98wOTcm/uf/MniK1IVS+bn5szf+e23TTG2GDO/eXPyTaaHHrrzzufTjbHsaG11z3VWkvm2toWZ7+wsvswXiZwVZw8cOKARZ0ZloNT53R3DGag8EDAX63Nz5m62c5exmGZI/LZvSy7A/OAPSi+9lN1Oe3ra7d60Y8fCccwKcTK3WHF2qZO5qiq31WHqQU0yFzR1dWYygro6c5D0FsaKQbFkvqzMtJCemzPFWWcYiWLK/P79yScqH/5w9pn33mhobl44rlUhLtozdfuTltfd1RmrLRJZOPRCusx7xz0sBsWS+fJy0yJ/bs6s39VMSJEv+/dL3/7tbub37s0+81L6cQgdhci8d4zl5e7nvTfhNm0y/0ajyROkSWR+ObyTsFy8aPI9Ouq2Tiu2zB844Gb+wQelkydXnnnJnxZVi+3nd+xwx1tcKvPSwvMbMr+01MzPzJhxJ53WacWW+R/5keQizB/90eoyn1qocsYXT31eLnkzmJr59evNzXUpeVIw77nNYpkfHzfL783917+eu2XPhWLK/JUr5lg5MeFmvNgy/5GPJGf+X//r3GZ+82bTajj1ebn0jW+4LXdTbzxXVrq9hN55x72uWu5+/k7IfBHJWXH2+PHj6u3t1R/8wR/k6iWBO5O3O8bdd0vXr5v/F7I7hjNQuTNmk+SO8yIV1wyJQ0PJO+3q6uzHn/GOQ5h6UEt9LB8HtmjUnMRIpnWYM7OlY6ni7Lp17smetzuIw9styuG9YPKbN/ObNpmJqoaH/cu8932ck4RiyvzEhDnZdDJfUZF95i9fdlshpcu89yI+H5m3bTeD5eXuGMuObdvcFlDpukHV1roTIM3OLhwjNF3mi+mi3Zv5LVvM5xoa8ifz164lTzxUjJl3ZrJ2Mh8KZZ957ziE9967cCKYQowvnm6MZUdTk7uuvcck70W7M8SOlP4CZrH385s389u2mX38tWvmmF3ozN+44d6EkIoz81Jy5mtrsx8LORZzb25t3LiwJXUhxhdf7MZzWZl7k+TCBffzZcp86vlNpv18PsdJz4Y389u3mxsBV66YG+qFzvzIiDl3cNy6Zf4ttswPDSUXYVYylJiz/66uNoVBr0KML77Yft6y3HP6SOT/396dx8d11ff/f92Z0YyWkTRava+KE2ezHTsBkuAWGoulwJcWbNKFtqz2j7ZhSUpMSr/dS7BpoBBasAstbb9dwCmUljV2KGCykNiO7SyO41jeV1nSaB/Ncu/vj6OrOyONVo80kub9fDz8sDQzujNz7/tun3vOuV6B8Gq28889N7njpI/H4CEF2ttNI5/i4qnPfDSauc2Yrtv5lparz7zb2CI9X66pGF88200f07mfKZk0BVq4uu18U5PZpskQOSvO7ty5k+rqajZv3kxNTQ233XYbb3zjG4f8e9Ob3pSrtxSZntK7Y5w5Yw6gzpwxxZip6o6xapXZqTY3Zx7kdnRMbKDyyTS4a3+2jfhoRmpZAuaAorh46Gtz5YUXvBPFwVccwVxxrq83P7sn7T09Xsup9OKs2/0xXfoBudtK5cCB6XMCk575c+fMAdT586aYMpWZb2gwF0MKLfPZirORiDcMwMsv5/5A+vRp73usXp05xjKYItny5eZn94Y2boEOMjMPIx/MuZmfTicw6Zm/cMF8/osXzcn7VGb+2mvN+0/3zLe3ZxaQ4/HM38dipO7dYDLnDmlz5kzmdjMX0sdYvuaazDGWXe4JTGen2RaBl/lIJPNkcvBJe7btfHqX8nxLz/ylS+bEyr0oMZWZX7nSbFPSM+8OEzGdMm/bQ7t9jndbn17wzJb5yR5fPH2M5ZqazDGWXW4vCcfxuoK739uyMi9Wj1SocjMfjXrTybfBQ4RdueJdlJjqzJ8+PXQ7b9vTK/Nw9cc37nwGczw/+HgaJnd88fQxltNv7psu27BN6d87fWi1sWznEwlzfDMdDB4i7PJlc1xz7lz+M9/VZYqDsy3z8bi3zVuyxFz8GWyyGxkNN8ayK9vwfOn7t5Eyn207D9OvB+g0kbPi7K5du2hqasJxHNra2ti/fz+7d+/O+k9kVnO7Y0Dm1TP3oHkqumP4fF53s1jMG6i8pWX63RU0F4WqkcanAvM9r73WzINXXoFvfzt3g9vbtume29ZmTo5uuSX769wdW2+vOchJ/97prV9g5B2bO/32djh+/Ko/fk6kD6PhtuYAr5XbVGX+xhvN/+mZb2ubfncFHZx5t3A5HqNdkHAfdwsW//7vuc38I494mc92IAfeCYzjmKx2dHgFucHF2bFkPpmcPicw6UMKtLV5j7uF0qnKvHsxKD3zHR2mZcN0zjyMv3g62nbefdztJfIv/5LbzH/jG2PPPHhj5LkZqK3N3M6PdEEifT8yXU5g3My7rfhcly6Z7zlVmX/d68zP6Znv7TXbmOmU+ba2odkb7/HNaBfhIDPz//Zvuc38N79pCpGdnaYFYbZCWbaeQe76Xl1t/rnGmvnp0ksivXt1eiGiudnsy6Yq8299q1ke6ZmPx838nk6ZTyYz94cw/syPdzu/a1duM/+975nzhM7OoWMsu7IN2+RmPhDIvIgxWzLf2mryN1WZv/tuk6f0zKdS0y/zcPXnscePm+8GY8v8t76V28z/9KemtXhnpymyZrt/1HguSAzOfPqx3nTM/DQTGP0lY6Oiq0g/tzuG22rG1dHhjbsy2d0xzp83G88VK0yxwL3pkGWZ1oV/8ifTZyDubDs190YHY5U+DuHgIQVcfj88/7wphH3oQ6Y168qV5m6bE50Xe/ea7j8//rGZx5YFX/iC6do8eJorVsDPfmZ+PnYss3tiba035ASYQpXb0ha8HX0gAHfc4XW52rdv6M3P8iG9q2m63l7zXQKByc98NGoKdytWmOK3O6ajZZkr0X/5l9M3825LandMqbEYS3EWvMzfd58pDOUq83v3mulaFvzDP5gxsQZPc/CV9tJS7/f0cdtg5OLs616XmflsXa6mWnrm0wvr7klLScnkZ76vzxygr1hhWoq6ObIsszy2bZu+mQezjLO1Ph3OWApViYSX+T/+Y1MYylXmn3jC6w3w9a+bFlXZtvOuY8fM+HPuSdd4LkgMznxj48Q+ey65mb9yxRtzDsz3u3zZ7NMmO/OplDmhy5b5uXNNd9vpnPmruSAxXOZjMS/zn/40fOUrucv8U0+ZnFqWWfavfe3o2/n0At1Et/P798O73jWxz55Lbubb2jJ7bTiOOcavqpr8zDvO8Nv5urrpdcfzbDcImoyLcF1dXuaPH4f/+I/cZf6ZZ0wh0rJM8W/v3pG3826hyv3uNTUmF66RMv+Lv5iZ+enAzXxHx9Bld/GiydxUDCnw4ovZM19dPb0yH4tlnr/B+DM/lmObaNTL/LFj8J3v5C7z+/eb/FqW2cdmy3z6uaZ7QcLNfDBojjldI2X+Na/xesHt2zf+8/0CkLNLDsuWLRvzP5FZze1qOnhIATBF06nojvHP/2yuhkUi5mD9z/7MG6j81389+4bcts0B4GOP5e6K3FgMPoFJJr1Byceis9MU4yD7OIRgdjTf/rbZQQQC5iTyage3dwfMf/ZZM69CIVNcO3Ik+zQHH8ylH8SO9QQmHM4sTE2Xgzm3C9LgIQVg6jL/9a+bg6RIBB54wJyku5l/29umV+YHF7FhfFfaB49DmH4nYdfeveaExc18WVnuMn/woPkMoZD5d+zY6Jk/dmzkzA/XusSy4M47vYO36Zb5wUMKgDmBuXx58jP/7W+bokEkAr/3e7Bzp5f5X/ql6ZX54Yqz4zHSOIRg8veP/+hlvrg4t5lPJk3ei4pMa/xs0xx89/qJbOfB3CjTvbHldBmD0838+fNDP8+lS+bfZGf+scfMkAaRCPzGb5geAW7mX/Wq6ZX5q93Og5d5y8p+IXbvXvjbv/UyHwpNznY+EDDzPds0ly/3ts8vv2wKW24+xpP5G27wCj6HDo1/2JPJMNwwGmC2aRcuTH7m9+0zQ2dFIuaGud/+tvlMN9xgegu99rVD/2Y2ZB6yF6r27oXt200BzL3wn8vMu8fzgYBZvtmmOX++d7H52DFzzuL2GhtP5ufP946Tjh3LfkPgqTZS5t0xlyc788eOmcYskYgpYH/nO+b9brjBNDC6446hfzMbjm1g+Mz/8R+bwmwgYP7lMvPgZf7SpezTDIe9m/i+8oo3pAqMr/dnJOJl58oVU3yXDGNuOdvR0UFTUxNr1qzJ+YeYzGmLTDmfz+xMfvQjUyyqrTUHmb29pkXV4sWT2x3j7Fl49FHzc3k5bNpkPse3vmUee/JJeP/7M//GvXr20ktet8WrvSI3VsPt2NwT09Gk32wo207NHdw+Hjcn65ZlDqLcFsxnz8JHPmJa0451mdg2/N3fmb8tL/fG0KmqMgdbp06Z4uCdd3rTHNy6JL2VZG2t17oKhu8SEg6bmw/V1Zn55t5dc/B4n1PN54M3vxn27DFZq6oy87ery7sZ3mRmPhr18l1UBL/1W2Ze/fu/m/nz1FNDr85Ox8y7Y8SO5tSpkcchdDPvdkFzl0VRUW4yX1npzcuqKrNNy5b5ZcvMz7Zt1tMbb/SmV1ubuQ4MNy5baak5mLvmGrPevPKKWd7jaXE5GXw+07LLzXx5uWktG42abf1kZz4WM/kGsyze+16zHP7f/zOfYd++oduG6Zj5sUofhzD9bt0uN/M9PSYzblf3jo7cZL6qytuGVFSYMd2zZb6+3mShs3PoBYnRhjVIb20TiZgutU8/bb776dOmB0A++XzwvveZzCeTJuOVleY7xuNmvk9m5lMpc+HZ9f73m3n0b/9mlsWRI0O3DTM58+njEC5enNnzALzMd3aazLm9RXKV+epqr9VsOGy259kyX1JiLpacPm0+78WL3vQGZ36k8TfDYTN0wqOPmmX1wguQ7/NCn8/Mvx/9yDuGrKszBYx43Hz3ycy845gLTq73vtcUY1/3OlNUuXBh6LZhJmfecbxCVWXl0GMiN/Pt7Wab3NvrFUZzkfmaGu/8oLjYFAKzZd69WHL4sClIpw8xNp7tvJt5dziQZ5/1hm3JF58PPvpR+N//9fIzd67JmntMMdlDCnzta97P73433H67uTDxv//rtZpevdp7zUzOPHitxQOBzBtrQeYN2txelrZtfs9V5t2W4oGAuVhw+vTQzIN3j4O+PvOZ3aEba2vNPsiyzDo8UnHWzbw7xu3+/dnHMi9gYy7O7tixg0984hOk0gsIOTKZ0xbJi9Onve4YRUXmpCKZNBul667LfqU7V/7lX7yrne96lzmBKisz73v0qDmIuHzZ6zbvXj2LRs1jxcXmxN+9IjfZ3UeG27GNtcvMaN273cHt580zB3KplPl+7g28Uinz/I4dQ++EPJzOTjMvA4HMA6+KiqED5rsnF9XV5mCyrc0UqtK7gNTWZr/zNJhlmV6ctSyzY/vBD7wTmOHGuZ1K589nZt62vcwvXWq6skyWf/93r1j5treZ+QlmXMinnjLFjWPHvAL5dM38WI12ld3N/Jw53g3m4nFvqJWrzXz6eJPuAVm2zIdCZtk3NZmWhu4YxGCWUXrhcKTW4pB5AnPggGkZmm+XL3uZdy8muZlfsGD4cUlz4b/+y9v2vO513t2rb78dvv99s8yffRZe/Wrz+EzP/Gjdu9NvYpJMmm1mMpm7zKcXWUfKvHun5QMHzHqS/rnH2qLKbZ17662mOAvmBCbfxVkw+6/BxzaplNeqZrgumbmwZ4/XS+aWW7yT8zvuMAUUx4Gf/xze+Ebz+EzPfPo4hKNl/vJl76Zoucp8+ucfKfPgndAnk5l3uh/PUB5uzyC3ccH+/fkvzoLJTEODybzfbxpb2LaX+Wyt+HPl6afN/AbTQvkXf9H8fMcdXou3J5/0tg0zPfMXL3otUFeuHHoRLj3zbW3eTXVzlfn0lr+jZf7aa72bYj35pPd4XV3me4+lUPUf/2F+37cv/8VZMAW55cu9Vo1ub0b32CZbb61cOXrUDCEEZvvxlreYn++4wxRnwTzvbv9neuZ7esy2E8w8HzzGcXrmOzu9IRTc98115n2+kbfzP/mJ+Tk987W15u8qKkzex7Kdd+3bB7/6q2P73AVi3Jc9Ojs76ejoyOm/lulyJ1qRXDh92mzQ3C5I3/ymKZi++c1mjLrOTvjqV3Pb9cLtzvHv/27ez3HMRvYd7/Bek94NxN2opl+RW7rUtALw+00xd8kSs4H97Gcnt3tILk/asxVn0we3Tx8HyuXzmfmVPobeaJJJ8zfpVxSDQa+QlG3AfMvyioOdnaao6hrppD39ZlHu9Kfb0AZtbfD44ybz69ebDP7TP5mLAzfdZA4evvjFycn8t77lXZAIBk1XV1d65t2DvdmQ+dEuSExV5gMBL7fD3STC7bJn216hCcZ+0j5dM9/XZ4pFkYg5udq1y7Rwev/7TeaLiuCv/3pyMv+975kDcbcl5+/8jvea22/3fp5NmR/Pdj79BkSuXGXe5/NaRQ2X+fReEu4ygPFnft0677npkHn3ZjmRCNx8M/zrv5rxpj/6UZP5sjIzjNJkZP7RR+Hzn/f2he95j/ea9O384497f5ee+dJSs+xmUuZHuwg3VZl3x3mEiWU+vZAzXOZ9PjPt9Ata0yHzAN/9rsn8TTeZ8Xy/+lX4oz8yv1dUwKc+lfuu1LZtLq795V+a40XHMdt5t1g5lu38TMz8dDmeh9Eznz5s0+DM+/1eoWy0QtXNN3sFOXcMznz7zne8zH/+8yb3n/60+b2yEh580Bz/5DrzBw/Cn/6pl/l3v9u7iP/qV3vLaLjMl5WZdWQmZf7YMW+Zj5b5bD3GpjLzw23n6+rM/+7xzWg9JJYv976LO3yODBhzy1kAx3GI5LsroUgu2LYpoLa0mBaaq1blrovGd7/r/fzWt3qtGisqYMsWcyXyvvvMRjAXXS/Su3NcumQ24qWlpotDeje4O+7wukc9/ji8/e1Dr0KfPm0OKBoaRr5inCvx+NAuPzCxE5jS0uxdI9zB7WMxMyRAdXXmjqC31+w4tm4d+cZK6Y4eNeOalpWZQodlmfd3D5xjsewD5l9zjWnZA143KJ/PHGQO1w0qfV643cAHn8B84AOjf+bJzPwPf+jN0ze/2SukLVpk7rh65oz5nDU1Zqefy8xfueJ1ZX73uzPn+eATmPe8Z+hV6BMnzGdyu0pPdubh6sdlSx+HMP0EwZWe+blzzQFT+oFbrjLvFvlg+MyvWGHyAZld/+rqMj9T+sFcPO6NN+hm3i14JhJjv4nAZGb+xz/2DjjvusvLmjvG8cmTptvWP/yDmU+5zHxrq8lLaSn8yq9ktqi89VZvPj3xhCmcpWe+p8cMDREMmmU/UiuJXJrsQlV65mtqTG7Sx6zMRebB/O+Oaz5S5l2DMz+WcZbdzC9bZvYL0ag35m22MdXTTWbmn3nG23a95jVe6/Vbb4U3vcmcZD7zjLlQUVqa28xHo6ZFXWmpWd/Sxzu84QYzX9vbzfvH4+ZmMm7m+/pMbxW/32zni4pmxnZ+tNbi6ZmvrDTjQKaP15+rzBcXe8WjiWQ+EDAn5O4wR+nSM29ZZrpLl5rt50sveUM2jGQyM//yy16PjeuvN9t2ML3ffvAD07366afNRYtwODddqd3cP/usyZB7XJJu4UJzvHv6tPkM7e3mWCa998DRo2Y/ee21JiczYTs/WnE2PfNlZWbdT79RW64yHwp5RcGJZB7MOtnZOXzmwWzPAgFzfPPss+Yc7sIFMzzaSCYz8xcveq3f5883DR4sC17/evif/zHb2Kefhp/+NDc3VgYv84cOmfe3LHNelH5hp7zcFLIPHTLd8c+cMd/fzbxtm2WZSJhlU1o6M7bz4zm2KSszw4Ol97TMVeaDQa8H2EQzH4mYbVJPj1kO7n5j8AUJyzLnsT/6kXntSy9lDntW4MZcnF2+fDkbNmyYzM8yZbZv305LSws1NTUcP36cxsZGNm7cOGnTmGmvnfUmc2yaZNIrRAQC8IY3eM/FYmaH0tXltbIsKbm6rhfp3TkqK82BWCBgNnbf/rZ5f3eaDQ1e97dnnzWvSb8i53Zf6ez0il3Fxab4NVmt27Pd2RXGfqfL1lbvYDDbOITgDW5/6JD5TukFa8cx3+2WW0wRcawHN2vWmBtQHTpkdkrp7+s45jOtWTN0wPz0q46umhrzvsO1qBq8UwNz0LJ8uekufvTo6Ccwk5l5x8m8IPHLv+z97B5oupkvKTGfM1eZdwvtgYDJzJ49mXcZra0189w9wWpuzsz8iRPe2JSdneZAcLIz39PjjdOUbqyZj8fN54bs4xDC0My7B18w9ZnPVjx2W9ymF89Gy3woZA7MDxww27Bz58wJ6nAmewyy9My73e7AFD7TM19UlHnjhqvNfG2tmddu5p94IjPzJSXmoPfnPzc5fuWVodt5xzG/u+vQZGfezcdgYz2BcRzvpL2iIvvYzIMzX1xs/rl/n+/Mg1l2gYD5fD09mZm3bW+74GbeHcLmsce8E5ibbhr+805l5t/6Vu/nw4fN+uhm3u3emKvM19WZfX0gYN7j0KHMzPt8plj8wx+a46yDB8323M38hQtm/tq2uQjtdn2dzMxD9syP5y7e7km732/294MNzrx7g0aY+sxnu1kZZBaqurpGby0Opth/8qR5v4MHR85OvrbzTz9thtJwMw9Xn3nIzH1vr/k+tm32+x/+cOZ077jDFELc4Tz8fi/zzc3exc8rV0xX9HxlPpeFqsGZDwa9+T/VmV+82Lz34BsYu8NqVVaac76enswLa+78KC72Hlu3zpyXgSmM/p//M/znnezMf//7XkvOX/5lb348/rg5jnYz7zi5z3w87mU+mYSPfWxo5g8dMj8/8YSZ127m3b8Hs8yWLJkZ2/nRLsINznxRkVf0nOrMRyJmng8+d0/PvKu93Xs82zH9unWmOAum8Y6KswPGXJx95zvfyTvf+c7J/CxTYsuWLTQ0NLBt27aBxxobG2ltbWXz5s05n8ZMe+2sN9lj0/zsZ97B5/r13obKtk3XiqIinOJiUraFfeYSdkUloaAf68wZ+P3fhw9+0BxgWdbo/xzHdBU/dw6nppbExRaspIXl8+NfshCrszNzQG/LMq27vv1tb1ww94pcR0fmlTi3hcpwV89yZfCYZu5YOmM9mBttpwbmu993n1m+p06ZHZG73JubzTIa7+D2E51mtpP24XZqrsHdQVzr1pnirOOYg7pf+IXsn3WyM3/4sDkABbMzdwtmbnejQMDL/Plm7Mpk7jJ/oQUrgcn8wjlY3d1DB7G/807vpnFPPGEO2EIhM1/Tc9bRYQ40p3vmm5q8k66ZkPlsJ+21td4N+UpKzEloeuuS4TJ/662mOAvmYG644uxkZ/7UKXMzPjB5uuEG87Obeb8fp6SEVAqcS62k4tbQzPt83nYZhv8ZMjIfv9CCr882mZ9bg9XbOzTzd9zhtdB3x2YLhbybBbna201xdrIz7xbKYGKZv3TJ2yZmG4cQplfmFy70cu0KhbwWsZWVQ4uzI23nH3vM/Lx///DF2cnOfFub142xutoby9jNvGXhlJWRStg4Le3YdoBgrjJ/sRVfT8Jkvq4Oq68v+3bevTD+xBNm3Ea3tdHgzNfXT37mHcc7gZ1I5gePQ5jtpp/TKfPl5Wb81QsXMh9PP75xC/huoWrwePqudevgkUfMz/v3D5/byc58LGYu+IKZtttS3M284+BUVJCKJXCi3dhWC8HQBDPvdk1++GGT+8pKM13bgpIwgWuvxTp9KjP3d9zhjVX6+ONm3MZsme/oMMXZyc48eMc3E8m843jHanV1ww/VMV0y7/ebRi/umMCu4Y7p3fk+3AWJr3zF/Lx///DF2cnOvG2b4iyYbL7pTd7jDz0EySROVRWp7hhOZwz7XDPBkiyZt6zMm6cN9zN4ma+qItXabjIfLCGwciXW4BtT3XEHfOlL5u+eeMLcIM/NfPr+1M3/VGbe7zfv1ds7sQsSoVD2ceWnU+bBNHiZaHE2EPD2ZYOHKvvt3x7755/lxjWswUx34MABdu7ciTNoPJdt27axbt26MRUqxzONmfbaWc+2cR56iPjlKN11S0l0WxTFoaiojPCSUjh1ivY/+Sz7H7iTmjofN91keguN1GtkcM+S1d/5LgOnF29968DzfT8/zOqDLxGvXEgseonivg4cElidV0j6IRRIUXTsmLlD5XgG9D5yhIQVoK/9InYKHCBlBTjfXMfiul4qjhzBPniYw741tLTAoto7WMG3sQD78Sc4/Mb7mV+zkqojTxCwHVKOhWOD09JO0Zw50NxM+7I17G9eRc1BRpwnI/WySX/OHSaqrQ2WHGumof/rXAkvI3D6MIEiKG3v4rmDo8/7s4++RHkbBIqgbMV1A4NoD/ksd67H9/DDOA89RN/Bl3D6rmCFgoTWrMG6796JHcysXw8jTNO+cz2HB3+HuXMhHMbp6jLnKAmIJWq5cADa2kLcFg9RHuzDikYHvkPyp11c13+Me/pUmMTB/mm541wC9r79HK74haHza5TMW6dO4Tz0WQ6V3UlLmy9j2Yw186u+8x1v8PJsmS+fT3dbC2WxVhxSWF25z7yDxfnWuSys7xuS+XmVt3M9/4gFOE88yaFFbzOZP/pURuZpaScwf0HOMp/+fHOzafhVXQ2LLzfjtp+eSOZPff8lIm7mr105/TNfWgoLF+KcPTuQ+cScWs4eMDlb60SI0IvV3j7wHXoPdHFTf+bPnwvTezAt8/2cffs5tOTt+cn849/NzLxjcfhQWubL5tLZWkJ572UcHKye3Gce4EJgHvPnJIdkvj58OzfxOZP5nz3OoZt/i/k1K4m8/DRFydRA5q1oJ37bnvTML4g1c33/8xmZ7xhb5pu+8xI1MynzPguuuQbnuecGMm8vqOPUsxZtbbA6GaGGC1idndiJFIdf8NP5chdr+jN/+XKYzoPDZH717+Qn8y/8AF/a0DW2L8Dhg2mZL51DtK2cSPc5HMDqaSGR48xbwEX/PObOZUjma8tuZZU/gJVKmu38+ntM5l/ZR1Gsz8t8Rzf+RHLSMz832MZN/fMrPfNlHV1Z8jJ03r/8P8eY0+qYv7luJmQeWLEC58KFgcz7yss4/mIxbW1wY1+EOf3L0I52cPhsNW0X+rg1auZRW2uY1oP901q92hQ6UimT+WzvNRWZP/e/+NzW7L/0S9jFpZmZL6mnpS1OTfcpk8/e1olnHgblvmUg92eTc7FftFhSW0f5i0d4eddhztauoabqRlaXV2B1duA8/QyHfvkPTeaPH6Cot9vLfKoPf29sXJnPOj+yrBPpma+rSrK6/2ahLaEFWOePE7QSY878kR+cZv65HgJFEH7tSu9cashnWc+qzz+M9blpkPlrr8U5cmQg84EiKInU8vxBKGuOMLfL1GCdtnYOn6mhpQVuu9BFuAja4mEOPtY/vZtW4OsvaDsHnuXQAZuWNt/UZ77naXxusfH227Gra4dk/nLUpr77eH/moznMfPNA5i8m5hB/0Tc08zULWb1wEdbZM/Dcc9iLl9IxbyWhIwcp6ukAp3/Eq1QKf2cXVssVnNVrOGSvouUxRp0n4858Hay+bOZX1F9LvMehtLuXss6xZf75JzpY9OIFk/kbV2C5w4QN+SzTKPMrVuA88UTWzIfOV7LQzXxrlMOd5u/Xnumi0oGOVJj9P7L6p1ePb+FCOHsW54UXOPxUL1e6S3I+SsdMVFDF2R07drA2y92T3cceeeSRUbv6j2caM+21s92Brx2m/rGXaO6rp/MSLLZPErdSXChaTKCkiOJUHcXnjvDQ7xzm+cCageFS/P7svUYG9yxZ6L/A37XvY9EiiKycx96uW3joHeb5ddEWHrzSx2mnmGL/fFZYXfiwTTE1Bb1JH74iB/84B/ROpRx6Ez6zk/SZO/w1B+fS2e3jWG8x1xRf4aF7WvhGi/mM4eAavhYtZk5ljHNfeIr3fA1u7riPL7U/TpkdI0EQ2/Lh7+mi9ckmOouq+dPUvTyx2UcqxbDzBIbvZZP+XHu7dwGtvBx+g8v8Rv+x7w9eWMbrOw/jOPCt3+/i65Wjz/tf3nuUm3vAZ8GXt1/H+4qG/ywbNqznMedOHA5T5rTQTQ2Ws4p78THR68x7Wc9ns0zzrkM+9mSdHxbLSlfQ9uQB6OrCSiV59IU+/vTfbcIVPr7SVcmi0GVKW9u5rz87ay538bv9F4G/1hTmiW+Zaf3B76/mtYEA0ZYkhz63jy07h877smNe5jsuWSy0T1Ns9dFUtJhQRYi60jqSjx3hTw8e5ud9azKWTbahpAZnvrqok69Gf8LShRBZWM7PrPX8dZbMB/1zudbXgd9JTkrmrxTNob0nQO9pa0jmQ8Fr+GpXHUvKmrnyjwf4nW/1cV3nfXyxbRMVGZmP0frUK3QU1V515tev9+bVgQPmInMyaabzztJmPpoYmvnH/rCLv68aPfPrH3+JO7pM5v/lb6/j7rrpnnlYFLqWzufODGT+yReS3Pcdk/mHeiq5qegCVVUd3POrNkeO+lh6pYs/jJr3+9YrYb6/p39aH7uG9eXlRM92cuzvn+W3v2ETi/tGzPw8+xxlVjcnixZRVFFy1ZkvCyb4asejXDcPIjUBngi/ge1ZMh/wF3Otr40iJzEpmY8GamnrDdF9OjA086E6vhBbwQ3BY7Q9f4z/739bWdx9H59v/XWq0jNPgt4njxEN1k9q5jeEm/mTvqGZ33+km898ZfTMr37qKG9qN5n/5j9dx1uvnf6Zn+9bQc9zhwcy//wLC9j8E5P5P+2r5HafOVHc+iud7D8eobqli0+3mfd77OUwX3/SnVY96xctIvr8GU79x4u854c9tCdKR8x8vX2RSqud04GF+CvLrjrzoaDDl3u+y5o6iFTCz2t+mQezZN7nL6HU30LIjk1K5jv9lbTEyug8ncqS+RIeTN3CbdYztD1/mfv3nSDSex+fbXk3tan0zNv0PX2M1uDcSc38qyou81B/w+ndLyxmfedz4Di88kIXf/TI6Jlf9vRLvKvNZP7RR1byuldN/8zX2deSeO4nA5k/5ZTz679gMv+xRCVvwmT+z3+9nZ+eqcbf1sWXWsz77T8aZsfz7rRKWH/jjUT3HubM82f5vacucT41Z8TM19hXqKGFs0XzsCorrj7zIXgo/l3ujJjM75/7Fv4iS+Ytfxml/iuU2t1Xl3nImvs+fxm9wUoSXfBSZzELucKDf9DCTwIQCvn4pO81vD75KG1tvfzl3c/h67uPv77yO9QPynxi/3GuhOaPKfPpuR7pmH5w5q+LtPCVbnPp8MlAHQ29l6hItdH8fBf3PDZ65mv2H+UDV0zmH7ev47Y3DP9Z6urWYzl3Up3nzFfFV+A850BXFz47SdRXxaZlfgJBeHdPJW/vgaIgfHFTO0/0QjKW5J8v9plGwsEwf37YnZ6Pz9fcQuXZn3Lm+U4eeOfLvMTKETMfsduo5zIXiuqxK6tykvk/d77LG8pM5g8ueAt/mjXzfkoDlZSn2icl80lfMV2hauJZMw8fCd3Br/u/Djh87q3P8MrZ+/iLK+9jXqqXBEEcfPgtG/vwCfrqF/K5lnv55m/4hpx/Dp4nE8n8vOo+vtFpTtBetOooSvawKHGZ+OEufnvf6JkPPHuU+y6bzB/qu47r907/zJf3XIs/LfMJinjbLRGsELwtVslvd5nM/9P72vlhwvz9zovdlNpwKRDmvg9403to0TpqXjjLmTMpPnX3IZ72vSbno3TMRAVVnN2zZ0/WQiVAJBJh9+7doxYqxzONmfba2WzvXviXv2rhkz19dDnFVNFKhCg4kIqf42RiKV1OMcuKrrCguIUfXzRD1wSDpgV/MJjZawSG9ixpPPN9urrg2MvQdvNbuP/D1sDzwZIa+ppDBO0Y3ZRxvORGin3eIPa+3h6qAl3UffL/4rv+Ou/Oko4z7M/2iy/R8qE/IuqUQagYgJRVRMxXSjHgdMe4FAuy70QNFQvdHgtBfnLuNtZd2UvA387qmhc5WXMLJy8tZjGnKKOHItPWixPxhfxhahsXy9ZTETRDDWWbJ+99r/lIyeTQXjbpz5WUmIuk7jCT7e0QDjYP9D45N38ZAT/09IIT7+JKYuR5396a4o/iP6fS30a7FeEnR+rZO8xn+fnPTY/Hykofixev8XpvHM7FkHg+6uu9aZ55Gn7wqOndsXjx0PnxwBWLX+l8nlKnBxyHX+MyDamjfDF5H50lETo6LnOltYOnLjpUVVv4eroGFntzTxmWZab1+39QzNeqbiTx8iGCyfMsq7lAd/28jPe6vaeFv+zPfAXt1NAKDsyNn+ZEdAXRlmIWW1eoqmoZsmwqK0fP/GvO76a3M8Gxl6Gn4Q185N5g1sz3Usbxkhso8cVymPkSwCFlBYj5ykbIvMUPL9zBXRe/TcCf4NU1+9hXdztNl5bTwMsZmT8Tn8vHU5+7qszfc4+5P9tXvmLua9DRYb5CUVH/8LhtzXTYQzNvxbu4khol8202H0s+Qa2/jT5C7H5lGT+YAZm/pyXFuzu8zNdxgfrUBb6YvI+usko6OqC11eH5aCeBmkp83WmZ7w0PZP6ej/jYMX8dvpd/TDLZxU11L3NpzsphM19CD/U0gwPz46d4JXrdVWf+hsuPY0fbOdYJqdf9Ir/7iYphM3+i5PqxZ36Yf/aRo7T8f5/MyLyNn5h/pMzDdy/cQajrGAE/3FH1JI/VvZUXL69kFQczMn8+UcdH7YcnNfP+1mY6UsNk3h4985sTe6n1txF3Auw+sYL/nAGZf3+0j81tXubncI5/Sb3DbOcrKuloN61vjra1Y9VGoMvLfEuft52/5x74wjXrKHn5DMlkinV1hzg29/ZhMx8kzjwuggMLEid5OXr9VWd+UeshQlfOcawNAq9ay5Y/mz9s5k+WXkepFcNt3z0k8yNkfaTMO/jo9YdHzPy3j91JdcczJvPlT/Ct+t9m/+W13MHejMxfSlTze5OceeuKl/mWuXOIF4WxujvxO11cuTJ65t+d/PFA5h87vYJ/mgGZ/7X2Lj6Wlvn5nOZfekzmuyKVdLSZzB9vaceqB6czPfPhjMx/5uZ1RF4+TDIJt1Yd4Nn5bx428z5SLOAsFm7mb7jqzFe1n6T61AscuwxlNy/j/X99PdH27Jk/U3rNVWd+IPdpx/Qm82X4LUyPtu4YXVaQRGUNi6rNvP/W8TtYHH2UgB9uL3mcf67/CD9rvpNGvp+R+YvJCjY7o2c+PdfZes6760RX19DMO5e9zLfV1ZEIhkl0tFFkjy3zf5p8bCDzPzm/gn8e5rM0N7uj9vhoaFhD3eL8Zf6tne383/7MWzjEnBB/d+kdfDF4H8l5EegfSej0c+1YK2BuuItEwizPFruMykpvnvxV7FbeF/0pjgO3Vuyne8HwxzbgsJAz+LGZnzjNy9Eyjl1l5kNdLSw48gTH/FC1oob37Xg1rcNk/nzpMkqsGBZ2TjMPFr3+MnyWRWCYzP/3uTu4pfXrAERCT3Bg3p+wx2rkV/kGZZjlABZtqSre2/wwzyfXU1U19PwzfZ5MNPP2pWY6+uvRbTV1VPtbSPQAdpxoc4Ll1xWNmPmPJx8dyPzeS9fydzMg87/UdYUH0zKfcAI8fPldfDF4H/bCSug28+n8EZP5inKHotNdJGxoTWVm/pPPrOOjrd/GcWBd6X4uLHpNTkfpmKkKqjjb1NQ07E3Nqqur2efenTBH05hpr52t3KFy+npq6CNEyIlRTidgDqUqiVLqdOFg0ZMM8tz5GuJJc8UrHjdDINXWmn3JiRNm42RZ5p40FRXmwNznpFjX8j0zhFbMxwceeRPtAe/5U72reLu9ktUc4qRdSkePn25//418HIfF9mV+3reGz/zNr1JeOba2/J3t67g//p+ssg9x2q4fGL/Hssw0FySbOcga9idWEbo48Fb8OH4Ht9h7SQJLzj1Be89lOp0KXuAmLjGHlc5RElaAx7iLnzrrKTphpplImG4G8bgZ6rW21szbS5fM83PmZA43ZtveTSzd+5DF497worEYFPU0DyyHnzcv511Jc9AS9ndnnffve5+ZXsP5vXwu9SlujP8cy3GotUr4u+Q7+XTiPh631g98FvcYoK3NvHc06t1c3p0fx4+boW7e9KbsQxkOd0P473/f7DArKuD8eW966e+VfmNt24ZrL+3ldfZ/UUYXcYKk8NFBBaudQ/x13z0cSdxA0gEcm0RbFyc7ynl13Bu7qC0R5uRJ053m+HH4Ynwdv506RMAP9WcP8KOStwy816VLUOnUEHOGZr6MbsLJduIEiDlBXrxUQyzlzZu+PjMMUXW1l3nwvu/Fi+bL/m7bd839tGLwu999C2eLhs98Z4+PninMfPCCN0ztj/tu5/X2t03mzz/Jc31hYk5oSOaf4jVXlXnHMUPCbt1q/i6ZNNPo76GJ40BVqnmgW/rTzcsGMl/u6xo185+xt3Nb32P4HIe4FeLzqV+bEZl/s/1vGZnvpHwg888kXkXSAdsBJ9rOyc5Kro17429Gk5mZ3/7SOj6S/DEBP8w9v5+noisH3mukzIeIUZlsoYeSYTN/8qTpvjVs5oHfjH5nIPOfeOwtnAh6z5+OTVbmHxk18/viqwilZf5HsTv4FfufSAINFx7ne4mb8dspXuAmrlDLNc5xkpafl1g5+ZlPXh7I/OHmeUSTIYrsvjFlfpv9EK/t24PfSZG0AnzqygdnROZ/xf5qRua7KBvI/I9a7yJpm8wTjXKyawn16ZkftJ3/s5du5U+S/0XAD/Mu7OfRztsH3mtw5kst01zTAQIkqE5epoPyq8r829q9zG97cuTMd3Vb9PpLBmbUVGb+Yu/t/I79Nybzl56g+cLbqLDbeYGb6KSceprxk+QC8/iZfQf+Scx8JOlt51+8Us86O8wcu5OwNfqxzTbnIe6I/YgiJ4Ft+Xgg9Qc8mPyDCWf+jW/M3kX0ajLvHseBl/lfsx8eNvP/feVXBjLv64hysgdWjLCdf+DoOj6b+EcCflh0aR/f7H3zwHsNznyRlTRDuAA+bGqTF2ml6qoy/wud3rHN5559KydC1qRmHqCz/dYhxzfuPE4mHJbQzCFnDT9qXkVRh1kmr3TfxofsAJBkxZUnONX8/1GTauYFbsLGhw+HMJ1EifCMvY7kCJl3M7N1q5lfFRXZj+kdxxSnRsr80bZ66u0w5TaUWL3E+xxeftkaMfOvif2EkBPDtizuSf05n2nfytat6wc+y/nz5m9bW817glmWbgOPfGT+vfY2yugmQREpfPRQymoO8VD8Hv7t7G8R619PK+woPzsBcbrNMFqW6eJ99KjJouPA9y+v4zccCBbB4sv7ORH/zYH3Gpx5ywJ/f+9LcKhPnucydVeV+V/p/gGWY9Mbg3988c0cL/aPkvnigRmV08xj5k+2zANc5Eaa+8opp5NVztOcO5mgLnmRF7iJEHGiVFLnNNNNmOfi1xFtM8VYN6+D58nVZL4y4WX+5Wg9i+hjQf/yLYp38/LLkREz/6q+vZTYPdiWxftTD/FgZ8mEM59+bDM454N/d5yJH9v8nv3HlNBDkgApfPQRHMj8jlMfIuYA/Zk/cQJK6TUbfgs67HDGPvaHl9awxbYIFTksadnPScd8niVLzDno4KHlC0XBFGej6TcbySISiYz6mvFMY6a9NpsLFy6wcKS7Yfe79957uffee0d9Xb4cPmya5hdVr+LIpZWs4hBhOgY2qAALOEucYg46a3imbxWW32vU1NdnNlbu/Qvcex8Fg14XiduST1OeaCEFPG29hrO9NZSUeM8nEj4+Z93HF5x7WMopLjt1JOxiSqwYtXYzHVYlX/DfS2e3j0CW+z5k09nt4/P++/iccw+L7VNc8dURo5hiJ0aN3UyUSj7HvXT3+oj3X9lLJuFnydfwUSxs2+GmzicI2v0VVMvis9bH+YT9V0ScKLeyjyISxONmrAD3fgXgbbjBm0/t7Zkb8mTS25m0tZn5aFne6wFqae4fM9TH8fgi+vdplNld4Bs678+cgTvtvXwmdQ91zkUSTgAbH+1EWNl3iL9x7uHDPMyz7esHPot74uQekHZ0ZH5OyzIHPs88M74h8S5eNNNxhyTL9l7p8ySVsPmo/RBB+ohRjNM/olYX5VxkLks4xc32QS5TD1iUJtppS5YTxivOdhEmHveu3j4ZX8dv+f6BlA0ru/fx36m3DHwO24ZnnVUcwRxQldKTkfn5nKWHUg5yC/vimZkHM+/b2813yZb5FamjLOhrIgUcsW7gSGwZJdb0zPzTiVvoo5iQHePmrie55PSfSFkWX7U28xv2v7DEOcWNvEgFHbTHK4DxZx76u3j132Q5Hs/MvONAHd4NwY7HF5HAT4AUZU4XWCNnvta5TLI/851UzJjMh4gNyXyUSpZwilvtn9NGFWBRlojSl1xM2UiZ71vHh32QsuH67n38P/s3Bz7H4MwXEc/I/Fwu0E0Zz7I2a+bj8ZEzP8e+wA29+0kBF5jPU7E1lPimR+Z7Yj4SKW+ZnE+soJUaqu0Wrus5wGudH5knLYuvW7/Oa+29rHIOsZBzLOQsZ+JmXz/ZmT8Xr6OdMLX0jSnz1c4VUo6PBAF6nNIZk/kSeumhZGDcxG7CXKGWJZzitamf0kUZYFGWbKcvBWErLfNWZuZ/3rcGx2eRsh1u6N43sHZky7zl2BmZr+ciZXSzn3UTynzY6WRdz09JAR1UsDu2nqJpmvmeRD3HuYYG+xUWx46ywfmuaUVlWfwPb2e+c45f5MeU08WN1oscjt8MTH7mzyfq6KSMOWC2bY5DX581bOYjTiuOAzFCxJ0Q18UPX1Xm9+3LfebT38vNfBlddFJOALPz7aFs4NjmrtSj9BFk2MwP2s4fjK2kx1dKmd3Dyt4DdFlmOWbLfMrxZWS+lmaKibGPWyeU+YCT4M7uH5ICEk4R3+lrJOWf3MzDMLl3igk5MWpopp1KPmeZ6RbF3cyXcog1rLP3Udl3mbc5jxDCHGz/kDcTc0L8Ct8iQIrbrH38JP4LQPbMBwJmPvX2mp5ug2847x7Tux2afL6RM9+BuQGihUMZ3XT1hYfNfKUTBccmRoiUE2BF/AU+wz38vvMw+0vXD3yWZNJb39zPnp7Fqc58Be20EaEEM5RLD6WcZSFLOMWbU/+NjYWFRSXtxONQ5AzNvHsfq257HheYy4LURa6JPUe8s4+4Fcqa+T4nlJH5CG0EifM0r5pQ5nEc1vd8j1R/Mfm/4r9MMpCnzPcfq2fLvFkufp50bqeRRwkkeni78w2qaAPL4se8nqNcx+84/wgO3GE9ybcTbwcy85o+T3KV+QvJOsppG/g9TBfRvsiwma9wojiOQ4wQOLAs/vJVZX6qjm0qiNJCDeV04QAxSjnFEpZwil9NPYKNk5H5yiyZd/ex3XY5R53ruCH1EvPtEwTaW+gL1WBZZjzfI0dMDWfNmrF9r9miwGrRMh62bXPu3LlR/3Wk3xV0Gmpp6b9RtM/H530fAxzK6aSIPsDGR4pq2rDx8TnuxbGGrhbuQYy7YXac/htSOjY3JQ/ywb6HKXM6wXH4QeCtQ/7esuBn1no+4nuYw9ZqInSwkLNU0sELwTU8EH6YZ4rXs3gxLF06tn+LF8Mzxev5w/KHeTG4mko6WOiYaT7nX8OHeZifWeszrpg5DrRbEY5wA+Bwvf08/8f5NmE66XFKOMgansEMblZMjNUcyvwejs1q5yC/5DzGTcmDGXs6x8l4acbvg59z1WMKwy1WDZ14e5X0gmT6vHdSNh9OPkSFE6WTCmzLXMpu90U4zRIqaedjfHbMn2tguo7ZKY1VMullYKRpp/9+Y+owK3mJ88zHxmvikqAILItm6qihZeC7V9I+ZF50ER6YrmXBUa6jhzJwHF6b+F9+IbEnY7k4+PgcH8PGR4S2jMxX0IEFw2befZ/hMv+h2Oe8zPund+YTVpBnuA1wmO+c4becfyZMJ7Zj8TSv4ue8xnxmHF7F05nfYxyZd7/3cM85jpf5FAGiRAaWadkYMh8l4mXemjmZv8hc4oQGHk/PfD3N48r8RWsel6x54DjclnySuxLfz5r5JAHqaM7IfJgu/KQmnPnfiz2Utp1/y5DmCFOWeUbPPJbFE9YdgEPEaWWL8yXCmM/+JHfwVH/mAV7Dk5nfI8eZTz+BaaZuYJmOZTvfSvVA5jtn0Hb+EvXEKB14PEFwIPNzuTAk8+nrf/egzPdYZbzkux4ch5X287wl/q2smU9QxFwuZmS+lF4CJCac+d+NPUTEaQXH4TH/G0laRRl/O60yDzzZn/kyp5N7nM8PZP4p63ae5PaB17/aeSrze0xR5gMkCRLP+NvBmb9i1aVlvnLGZP4y9fRmZN7bzi/g3Ijb+W6rbGC6lgW25eewbw04DvPtM7wr/v+yZj5OkAWcy8h8MTFC9PE5PjahzG/p+zxzHNNk7XH/L9BlZVY8JiPzIx3fVNDBQdbwESsz99ky/2Hnb7ztvJW5nR8t85ZjD9uyNP39hnvOPbaBzMyDt6yHy/xla45ZVpZFp6+C074lVDgm85Yz8rqY/lheMm9lz/xiTo/52MbdZ+/nVrAdKp023t331WEzv4jTWTIfm3Dmf6dvBw32UXAcDvrWcdGal/G30yXz7vcY2JY7Dh9y/pYIbYSdTn7Oq3nKGtt2frVj5u3VZH647TyMnvnz1gJ8/ReduqzyWZH5ZZwYX+aBff2ZL3M6eXf8q1zfZ7ZFxcWmEN3SMvbvNVsUTMvZSCQy4vOjtTId7zRm2muz8fl8zJs3b8TXAFRUVIz6mnyqqTGtG27p2ssm53NU0ImfFEUkSZLsb4UW5pxvEYcDtxK0vEHyUynz77rroKzMXFW7csVMd0PxXt7T8hDL+l6gLnkWx7LoDFSxoK6PwEXTLL+21rzWsuCFF+CprvX8VuBObkgeZu2SFuLlNRwvW8XJ0z5+aQ3853+Ovfm+bcM73gGHDq1n++I7aeg+TGWyhfZADYecVRw87KMyDKtXexvBri5zJao9UcPNyecpowf6x6Qq93XxutCT7EvezhuTj2L5YL3/SQ5ZtwLwi7693JN4iGvtlwjSB06IE0Ur+cvEfTzuW8/Ka21WW4epSLTQUWQ+w/Mvmi+zbIlNxcnD1Frm8z3vW0UqniISi+LzQZu/joDPTyxRSpnVQ8TXRUnIzPtrrzV3fuzuhvrzh7npykt0BuupS17A399qxiorpdS2uNJVxw3WEd66+DAX5qwZ+M4vvuh1fbz+ejM9V3f/+Dhf+9rYrs45Dhw8CL/2a2ZMnrIy77nOzsz3WrnSu5K58lwLoVf6iDvFxAMlFCe7cbBI+YvwA3GnGL/tECSJzwd1/ihBH0TsLvz9++lUcZiQbabb2wvHjvnpK63h9u6nKLZ7+PvEe4n5yzgeNMvFtuFjzueosDuyZv6iNY+jRTdnZB4yc29ZpusLQGPxXn6n5SGW9r1IXcpcfu/xl1NVXzSQ+bo67wRrOmW+N1nBzYnMzF+05vPq0EH2JW/n15Jfx/LBa/1P8hNrw4Qyf7xsFZev+HjlFZg/Hy5dMM/X+lpos8xnrOs2M7PVX0cwYNGbCFNttROxuigpHjnz1alm/P0HYFZpKaXODMp8USnBhClKJP3Bgcz7bHsg8zW+doJ+qHK6BtbtoZmHZLiKmzsfpdju4UuJD9DrLx8l8wlSBOgizGVrLmeLlo8780viR6hLnsXCoddXRqiugsCl6Z35eLJsSOZbrFpuDL3C/tTt+BI7zHbe9yTf9m2a9MwnfMUkAmX0JsP4LCgjRllxioTtHzbzEbsNf/84cU5JKaXMnMwnikopTfQMybw/LfO1vihBP1TTNbBuJ0NhQk5m5q2KCm5uf55iu4fPJz5EdyAyJPPldmd/8S9BigSJtMxHA3UEfePPfG3iPD5SxHyl/Gfd7xG4nJl5MPNiumTeTgW5OZ6Z+Q6rknnBKxy0X4WVsPD5HF5rPck/+T8ITE7m6/sz7/NBe6CO3lQYH6ZnUF1xF812aNjMVzld+PtbiTnFpZRaMyjzwVKsuGmwkfSF8Ftu5lMDma/u385XW10D63YyGCZEZuaDkVJubjOZ/3TyPjqpzpr5IhKEcEiRIE6QLsKctxbgBEITyPxLVCcuEHASxHyl/KD2twlc8TLvzqdcZx6Gz/2FeA3fPrGKpO2jugJuuIGB5X/kCPhTviGZ77bCVAR7+Yl9G4lEiGJfH3fyJEG/2VFly/yZwEp2Ru7j6+fXs2QJ1NfaNHQPPaa3bfBbNrf4x5752lAXbc7wxzZV9OLvvw2HEyqlrMiio6+OG2JHeMPcw7QuXjPwnV98kYzW4+m5z0fm7VApvkQrdgoSaZkP9Ge+199/PG9Bld2FzzbzJFEUJmSZ6QI8/zzYySJu5nlKnB7+OPnHtFu1QzJfZvcQog8fDjZxYhTTRZhz1iIqAz0TynxV4hJFTh8xXyk/rX4HgbbpmXk3AweffxUV8U6W+U5SnDJjnzpYfMj3ZT5b9Ana4jXUOC3cah0gHDAtkDMy7/QRJ8S5opX8Q44yH/XXEXPC+ByzfGuCXYQYPvM1Vi/+/lsS2MFSyoKTk/lsxd3xZN59n+vPtxA61kecYuziJL442CmIW0H8vqGZr/G1E/RlZr4vECbkM1kEc7zsS1oDmb8m+WmiV/6B0z0r+ee6+7gcXE9NzdjzNFsUTHF2NK2trSxfvnzKpjETXjtv3jzOuv0fZrBVq+AddXt598/vIexESfafsARI0kMZfpKcYSGODZ/wbefnwddyrreGl4tXkUz6CIfNGCiOY8Z9ueUWuKHFTK/KF8W2/MR9IXzYFNl9PHDxo3SWP8yh3vXmymT/VblFi8wBZ0/Mx9HyNQTn9A/ofdpsIO+9d3w7NZ/P3M3wnnvg5Gkf3XVrKK7on+ZlKC01A3m7rwVzYPFLRXv5ld5dhOkiZQVJOD582ETsKNtj9/AX4e0Q8+MkU9zmPEk48vu8Jvkz/qrzHiJEuUw9CX8xVcEYK2OH+FzyHv4x8AHecXoPS3peosjpI2GFOFW6kj9z7sOy4I+vPMTcxEsE7D4SvhAv+1byT7ynfww5uGTXE66Avs4wpYkeyqwukkmzU6is9Ob9W5a3EO7o40oyxGK724xLZBWR8hXht6DLKqaWK8wLtnCxf76Hw2ZeRKMQiWSevDiOOVBZs8bkZCwsy5wUXn+9GbS8tNRbxoPfK72LSby8hgQhiq0YbcXzqew5T5sTwenvwBByYiSsILYvgJOC+tJ2wiEoiXpXHduTZZSVm/e5cgV+uXwv69p/SondRdIXpNcfpidQzsrYIXYk3otlQRHmbppu5mOUYGNxjgXEnGI2+77C3tAGSnpa6AqZwrmb+/JyM+7P4MwnfEESVhAfNgEnwR9c/ANa+zNvWV7eplPmf733n4ZkvtzpYHvsHv5v+G/oi5URSnaz1nmaikiKVyWfmFDmvxC4j7aa9azr2ct7Uw/RkHyJEOb5Y9YK5nKWdiJcpo5wGPq6wjhxKPV1k0w4hMutYTJfzML+buA2PhK+YvzMnMy3F8/BSiXodMpJUuRl3hfEtvozX9JOuHj0zN/R8UNKUibzfb4SugMVQzLfR2gg832ESFDEBebR6ZTzu9aX+E7xxnFlvs9fQtIqMtt5J8GHL/0RF8srp3XmP9D7d5TRjW0VDWS+1Olhe+wePhn+AleYR23iAjfYh6mr6mF1cn/OM3/UWkkdF+ihlMvUEy63iHeHcfoAH4SS3QTLK7JnPlXMvP7MA/T5S2dU5jtK6gmkYvQ4JcQwQ6mYzIcGMl9X3E64BIrbB2W+IjPzd7V/My3zxVkzH6NkIPMJgvRSwiXqaXci3GN9kX8NvZ+S3tYxZ77HX0HK8uNgUWTH2Xz5rzhZPndaZ/6jvZ+hhF5sKzCQ+ZDTx/a+j/DJ8oc5bl3PNfEXWcwJlpVfoiH1cu4z71tJcX9roU7KCZaHiPeGcXoBHxQnuygrrxk283VcGMh8zF86o45tuorrCCW7idtFAy1Oh2Q+1E64dFDmU+EhmX9L9F8HMh+3glkz303ZQOaTBOikgivU0O5E+D3+lp0hP6He9jFnvisQMRfNrQBBO8ZvXvkCL5SvGMj8ZB3Pw/C57+0Fp79YsnDh0Mx/svdPKCaWkfmg08df9f0Bnyx/mOf961gXe4IKoqwpP0qt3Zw189d0HeKBjnvoLH+YYBvcc/mhrMf0WHCv8xANsczMuw33HMciFq4l2RfG6cHLfMUwx/OpYqqtKxmZt4Beu5hK/xVKeloG8unm0O1uX17u5T5vmQ9VU+Z0knAg6lSCBcVOjLiv2GTehjLaCUegNt6F02XmSXsqTFmlma5tw2udvbzf/ntKMZlPWEVZM99JmHB/5lP4iVJFK1W0OxE+6Pw9faEI/t7uMWe+o6iGCJCyAhTbPbyj7as8U37LtMy8u1zWsZ/FnKbM7qKPoDkmJshK+wjb+z7MvuAd1KdacJJxbi9+liISA5m/YtXTQzGlfrOdf+D8xDPf5vb4dKAnXE8yEcbpxst85fCZr/RdTMt82aRlPlvL4Aln3gpRTIzeYAVdTjUpJ0mrU4ODyXyi/5jcSUHYaSdcAXWJLpxOM086bXM8X1HhZf4e+/OU0E3KV4SNn25/BQ1dh/hoxz3UvvphVq0qvDuCFdSwBpFIhNbW1qzPRaNRbr311pxOY6a9drbyYXMvD1FJlPP+Rf1dynx0Uc4RbqCHMpZxkht4ng/3befvet/H/0v+Gl/r/FV+O/kP/GrFY8xvPsjpkzaVlXDfx7zpnXKWUJLsAixS+HnFdy2VtPPQws8SqbA5dcpc1UqlzJXM8nJzlaq83Iz709FhNqoTvSPh+vXmb1evNtNyp3nLLfBXf2VuZJH+GXq7bX6v7yFK6aHTMidePp/57C+zgkqnnd+1vsSJsptxgDnOBVZHTpnv60Q558yjliss8p0jlOii1a5kvnWOP09+kmXRg3RYFVwMLqLDqmBp9BBfsd/L36fey9LoQXqDFZyzFhG1K7gpeYi/Sm2lNhDFAS47daYlTlkYLHPCblmwYIH57KdOmR3cr7y/hvKaEDVWG47t4Dim5WYqBbE+qCiK4QSCvNRcM/Cde3rMvHf/uY+nT3eiJ4+VlZnzd6T3+t+WVZwsWclcfzPRRClnilfQYtWRsiGVcqhzmjlfvJweXxjLB9X+durqoNzqJmVD0rbo85VQW2ves6rS5rMLHqLIShKjmBR+SlJdJOwA5+05LOAc851zXPbPNWOQ4SNGCS9wEzFKmW9dJEIbH+nbxr/0vIMvJT/AV7ru5psdd3FP6m94bTh75k86SylOdg9kvsm6ZkZkvpxO2qyagczb+HmFBiqddj5qfZ6jFbeam6U5XdxR/txA5s84C6jlCot9ZylOdNKaGjnzf9l+D//+2i/yl+33cFPqIB1UcMZZRNSp4ObUQVZwjAhRmvsz7ysvA8t0dyqxYsNmvtLXjpVK4jjQ6w+TtK0ZlfmOeDFni1dw2ZqbkfmzoRUDma9yM+/rMq+xoccXHpL5kBVPy3z3kMxf8s+juD/zCcyN3/ooYa51mQhtvDf+Zf61+1fGlflQsmcg8yd8y2dE5itp54pVn5H5JpZR6bRzr/U5jlS+uv8mOil+qeznA5k/5SyimlYW+85QkuikLVXBggln/llu4IX+QoDJvL/SbOftFJRbXcNmvtzXTSAZw3Eg5islYftnVOa7+oo4W3wNF6wFGZk/VXydl3lf5nZ+uMyXWH30UNqf+Z6smQ8RA3wkCfIiNxAnSJ3VSoQ23pH4D/6t5+3jy3zK286f9i2dIZmPctk3NyPzJ1liMs9nebnq1f3j3MNdJU8MZP6ks5gq2lhinaEk0UFbqpwF1ln+PPmH4878TclDvJqfZ2zniyJe5sMMn/kyXy+hRLfppmoVEXNCMyrzPX0+zhU3cNa3OCPzJ0tuGMh8xDKZrxhlO19KD12Um8zbPSRs/9DtvNU3kPmjrCRFgCpfBxHaaEx+j38fT+ZZSjDZO5D5c77FU5r54XLf2Qnr1pku4NFo9sxf9C3IyPxpFg9k/pXqtMyHHh/I/AnHDJdhMt9ONFVOjdPM31Vs5S+iv8/SYY7pv2K/N2vmX8ePiRCljSqq6wMEq73Ml9E9bOZLfTFC8U4cx1x47qGUWB+U+mNU1ARJVtYMzHvbNq05bdv8q63Nf+Z7Yxbngsu4VLIMx/Jh92f+dPhGeoMRHKDCNplfWNU9ME+6rfDAPDlzyub+wENU+juJWlWk8BOyY6Rsa8TMv8IKHHyEfb1EaOPO1E/41+5fHVfmi5IxLCCFn/PWAiromLaZT59Xlg9iFIPPD1hcocZk2mlnle95LMvB8sHt9uN81H6IiBPlhLOUUruLxZym2monmgpfVeZ/me8RIUoKH0X1VZTUlo3p2KbUFyPYn3kcM5TRTMp8LAbnixZzsWQ5Kcs/kPkz4RtoKV5oMu+YzC+p6RqYJz1ZMl/lb6fFqiWFH7+TJOH077Np517rs/iwR/0+s01BtZx917vexb59+4Z9vrGxMafTmGmvnbUOH6a2+SU6Guqpv9CNr8NcbeqkAnwWvVaYeakLpgUsIZK2BT6LN6R28+bkD4meqqbbV0FzzUqKP3Afq0uL4fSzxCptyttfADuFDXT7yglVhCivrWNB3xG+ev9h/vy/1/DSS6YlQDAIr3kNfPSjZoPY0mKGXFi16uruRLh+vbmb4eHDQ6e5ejU89BADn2GVfZibi14iMKeeeEuUUK+5IVfMX4bPH6DNqWNJ7xH2V97OqoqDALyp4xss6X2JtqJ6lqdOUeL0QtJc8PP5HErpwnJSYPnwxW0S8SKwLAJFFgsSpwG4FFxIZbKVMp+fZqeG0yzhOuclilItxMsricyvw3GgPVXGnCIIOH3MrUnQ0VFEMGh2/vfeC2vvXAX/vZLF//sz4ikH27Zot8tJJSFc5nBNUTPdK9YQqlpFx9HM+X7XXbBnDxnLw53u1Zw8ps/fkd5r9S0+5tx1H1V/cw/B86e4lKrD9hdTlIpRSzPd/koeqXgfv5n6J6qqYHVJlP/tg0igC59jxuqpjFg4jvnc//dth1m+/SU6rpmH3dSHlUwQSnaxNHmEgC9JyOrDcuAGXiBhBfozXw4+ixb/HBpo4kZexknZOLafS745LEidZhlN3Jl4gitn53Cmdq3JfFkJnDlIrMomHH0BK5XEBvqsEvyVZZTXMiMyn2jtgh5zY7S4L4QdKB7I/E+L34A7QssbOx8ZyPzS1BnKnc6BzNcNyrw/niIeN+NJBoI+lvtPcd0P/5BEIMAVq4qaRJQrdjXdThnNVj11TjNLA2cIL67Bccxdqq8pMtukxdVddHSUZM388p88QTxpMt8xizL/b5EPsTnxt1RVwY2Bdv7Lhuoi0w0KIFBZNjTzDXNJnkgSSPQSSMVY2puZ+Rt5fiDzXZTh+Py0+utZZp3gRsdkHtsi6pvP/OEyX14GZw8Rq3YIt72IlUxgYwomVFZSXhuYEZmPRfugy9wA0/YFiPvDtGGxpPcI3yvdOJD5X+r8r4HML7HPEbHbBjJfm5F5a9TM1ybaBjJ/yZrLHOcSSwNnKFlgMt+WCFPUn/mFkS7OdJA18w0/fYpEwmS+0w7Pmsz/U/XH+Gjs01RVQasTxXGgOuRl3l8ZJjUk8/XETjn4+zrwOYkRM99LMUlfkDZ/PUutU8zpz7zfdoj6FjAvdSZ75ivCcPYQvTVQ1noEXyKOTf+ohpEqyuuKZ0Tmu9tT0NlqbphjWcQCFbRRxJLeI7SH3zuQ+dd3/fdA5hfal6i1r0AKrFRm5i18BOJJ4vEQzgiZb7UjdDphElaQuc4FlgbO8MKcN5jMx8sGMr+gsovnh8n8ip89TSJhm+28M3u281+p+jj39/05NZEUfXGT+ZpQF76UeU9febbtfD3dp1soirXiOA5Le18amnkCOECCADFfKW3+Ohb7zrDAvoiTsulNJWnxVTMvdXb4zJ87TG+tj9LWo/gTsYFSQKKyhvL6vinN/Ei5f/zx4TPf0WFBx2UcE3l6A5UkKWFJ7xE6K8oHMv8L3d9jSZ/J/Dz7CnPsywOZ9/kh5E9SdPrnpPxFRAPVkLhCKu7Dssg8pg8tpC7RSluqgnYq6bVKmOtcZGngDKdqXoXjQEuft52fX9HFyeEy/8Q+kokEtm3RRZhk0hrIfMlr1vD7H13FQ5/LzNyrX22+T3OzKeblPfPxOnoppsJvbmTV6a9kR9m9vK/z89RVtLA8YDLv6+kamCdFVWE6+ufJ25cd5rX2SyTL6uk80w69JoeLe18eNvM2Fj2+MD6/n0W+syy1z+KkUsTsEFd8VcxNXcie+cpyOP8cPbV+SlpfJhDvHbgZc6Kylto5qWmb+fR5lQotwDp1EtscltBlVeKzLFqtOmqTF4mHqymrLaEi+kMqo6doKaqnJtXGPPsCFhPMfLyVDjtMK1X0WKXc5jzN0sAZWitXYOPjSszL/NzyLp4dLvNPPkuytRfbtui2Somn/LMm8+/s+RfmVFyhzGrHsR2sbi/z/srsmY+e64buLmygONGJVVFMeW0dFZcL845gluOMNNzx2J04cYJNmzbx7LPPEolEuPXWW3nDG97AO9/5TpYuXZqLt7hqe/bsobGxkba2tozxWId7/GqnMdNe61q4cCHnzp1jwYIFs2JYAx57DD7wAVi0COf8eVKXW3Bs6KxfDuXllJ96nkBXFEpNqxQSSSwnhQ8bx3ZIFpeTWLiU0rZzpgdCVRWcOAEhc6CeSoFjQ2LRMkrmVmKlUmbL+fd/j/36u7KeWEwl2/Z2eEteeYyGT38Aa9EinFiM1EvHcGxIzl1IaGEt3R0pAhfOcunDf8WSR3cCEPVXU/zCAZzyCkounyZlm+9r+cDvJLF6esBxcEpLSfmKMp/rv92kU1ZGqr97jxMO07fwGvznTxNqvYDvphtwtv81h6tfR2T7H1Jz7EnKyuCFv/gWl+ORofNt71741V/F6eoi5Q/SteRGinwpSrubsSor4eGHse9cn3W+p8+LXC2P4aY57Hvt3Yvz0EP0HXwJpy+OFQrSu+x6mt5+L8XXLuaGz7wHC7Df8EYOv/kTLPjdt1Mc7yBRO49nP/5v3rT+Nz3XF0hdvuLNezthlgtkLJeu2iU4kSqKrCTho/uxbBunuJhUPIWVSmLhYAeKsOIJ7JISAmXFWJYF1dVw/PiQzCfnLaJ4Yc3MyXwiSeqFIzg2pOrmElwydyDzF7b+Dcv++2/AceiMBSk6+TJ2pJrSC01jz7wfrHh84NavTjBoxvsKFBOdt5LS3lZKLp3A7yRx/uwvONx4H2V/9xnmPvs9ysrgpY//AxeKl2XP/MaNOO3tpPxBuhddRyBgzYrMF926mpv/79uxAOe2V3HoN7ZRv/U9lLecwi4uYd+ffS975i83kzp/cdTM91QtIFVT52UezHKJp7CSCXPzmfTMh0tM5mtqTB++QZlP1c8jtGTOzMm845A6/AJOysGuqqGoYdFA5s//0d+x/H8+D30xutsS+C+dw66pp/TcywPfd6KZt30BogtupDjeSen5Yybzf3A/h9/xp4T+5Sss/Om/UlYGx7Y8xNn6tdkzf/fdOK2tpPxBeuZdg784MCsy7//F17L6DzaY7e81Kzj0ezup/ouPUXXqIADP/MUPqJ4XGpr5tjZSp86Omvneijkk6+d5mbcsnKKi4TNfXmoyX1sLR48OzXxNHaHlC2ZO5i2L1KEXcJIp7IpKiq5dNpD5c3+yk4Y9O6DlCj2XO/G1XCE1Zx5lZ46SSjpXl3l8RBfcRIgYZaePmMxv+f84/Dufxf+tR1j6vb+lrAyafv2POHXNXdkz/xu/gdPcTMofpLd+Kb6y4tmR+detZ/WfvxOrrRWnto5Dn/wGFZ/7M+pe+DEAB7f+O+Ur5g7NfGcnqeMnR818LFxNYu7i/swfwPJZOIGAyXwijuWzhmbe54P6ejPI4qDM25VVBK9dMnMy7/OTfO5F6IvjlJURuH6Fl/k//Xsa9n0dXjlG7/k2rGgbqfmLKDvzEql4KjPXyaRp1lZcjBMKDd0PDD6mdyA6/0YCAYfyk8/hd5LwG7/Jod//e+zdj7HiG39JWRmceuvv03TLO7Nn/rd+C+fiRVL+ILGahVgV4YzMs3591szB9Mx8cM31HP8/93J6yXrWPPx+qtubwB/g0GcepeSrDzP/59+irAyOfuRLnK9YaabX/Bi+zf2Z7+0ldfSVUTMfL6mgb8FyL/MBP47PRyqewpfoA8uHXZSW+Yoyk/m5c+G554Zk3gmHKbr+mmmd+SHz6vhxUp09pAIh4suvByAZT1HacpbgnbdhNV/GaWsjcbGF7rqlhM+9jJWIm3sETDTzNrTPuw5fSTEVxw+YzL/tbRx64OvEnzrA9V+9j7IyOPsLv8mxX/xA9sy/5z04586R8gfpi8yBqqpZk/mb//nj1J02jQKf+9R38P/Xf7L4R/9IWRm88t5PcWbh7UOXYzxO6sWjZttbUUHwuuUZOeSuu67uS04TY62v5azl7JYtW1i+fDkbNmygqamJPXv2sHv3bu6//34ikQgbNmzgDW94A3fddVfeirUbNmxg48aNPPjgg2zbtm3g8W3btrFr164hRcqGhgYAjh8/PqFpzLTXzlruHcFiMayqKgKWBV1dVC8KQ3cX9HWbkbbr6wlcuQLJmGnH7/dj+XwEe9sJnjtmLs3FYuaA3LLMXR6LighUVUJVFUXupelYzFwWqqnB58v/BZ+Mz5A+L8rKCDQshUSCotoasKA8EIPKIEvftBKenw/nz1PVeRbCAWg9BxYE/MDSRWav1tpq5gdgBQIELMDf/14J77qP5ThmMHM/kOwlWA6UAJYDySTWnDrW3AjcFIYL5m9uXtYFCyNDv9C6dbBkCdapUwQSCSKxS0MuIfrIPt8nY3kMN81h32v9eqw776Q4ba9XvGoV63w+03/H/fuOdtasdqCkC0LA4nDm/il9Wc6fR8Dvg0T/3TX6+sw/wIpECASDUFJCVX2Veb65zYwqv2ABVlsbgUR/5n0+fD4LfA7+7g6wE+Z1PT1e5gMBAtUVUF1NUWWlmd5MyvyK5RCLUVRbm5H55a9bDK/cAC+8QEWiBcr80HrWy/yi+eY7upm3rKGZh4wBnizM3wacGHPqHLicgCIf9DlYRX7zGW8JwzHz+hsWd3HDzVm+0B13wPLlWMeOEejro7LvChCaHZl376TlOFgd7ebvy7sgDtSWDZ/5OfWm/Ui8/8452TIfClE5xyzngcwvXox15Upm5vuXob+n08t8d3dm5qvKzXa+qn8dmkmZv7bBfJ9BmW+4cy5cWAePP044EINioPUM0J/5efWmD2NLi5f5oiJz4DhK5iFJfVUSOtIyHyoyn/GlMBwwr79uYTfXZWv1sX493HAD1sGDBHp7qUi1QXKWZB7MoGvRqJf56i5oBQIBfulNwYGx6DKWZU0NgWRyIOdZMx8MUjRnjhm0zM380qVYly+PnvmuLi/zfj+BSDlEIhRVV5v3m0mZv67B9I2tyTy2ueY1tdD9GvjOdygrAUIOtJ0DxzG5ra/xmoWNO/M29ZV9EE/PfNB8xoth+Kl5/TVzu7gm27nm+vWwbh3Wz35GoKeHcrsdkvHZk/lIJbS1msyvdqC+C073/+mbwwzc6Dx9WUYiBBYvMMcgkD3zgYDJfID+zCfM/vLSJS/zzjCZ7+zMzHxFmRls0b0LzQzKfNG1y6G93TQgSc/8q2ug6DXwyjFKywPQnYL285BKmdzWRMwF+L4+uHzZzOtQyMv1SMf0QF15zHyw/sxTHDKfsS8M3zOvWVbXxbLhMr9+Pdb3v0+gp4ew0wlJe0iTwOHm/XTMPKtWscLnYwXA9yJmX5dKsua6XpjfNZDz628t4/pF/dM5mLYsw2ECSxd5g4xmy7zfT1F9PWVBvMwvWdy/ne/2tvNJB/xWZuY7OjIzX146czIPmfNq6VICbW0EKisJ9Y9DTncMyoPw6lfBd76DFQgQ9KUIxi6CEzfbiXDYjI3T1weXLo0v836oLe2FsvTMF5vPWBqGr5vXL67uYvFwmX/jG7G+8Q0CPT0E6IGkf/Zk/snKge36qiXtsLR7IPPX3lLGtf1F5ozlWFZmclhSAllqKYUmZ8XZ5cuX8+UvfznjsRMnTrB79+6Bf7t27cKyLCKRCI2NjWzYsIENGzZMabF2165dbN++na1bt1JTU8Px48fZsmULGzduHPLaSCRCtXtQOsFpzLTXzkqrVplbDh46ZG4/mX7XhET/zqqy0ow63tFhDtbcg8lUyhQP3AF3gkHzN3PnmgP3a6/NvGw1kRHpp1L6vCjt3yG70j/76tVw++3wyCNm/vT2mvlSXGwGG3I3ln4/nD9vHlu92swnt0DY3Q0vv2x+Xr7c9I3o7TWvsW2vyB0IeLcETV827oHJYAcPmo33TTeZfh5veEP+LulO1HB7vfJy7zaZ0ag5cLBt81z6vIGhuZ4/33vOtqGtzUzrmmsyR4R3HLMsiopM5t1l6/OZ1yWTmbf3DAZNAay+3uwsr73Wuw2sO72ZlPmKCm/nP/iz3367uWWu45jvGo2azJeWmu8PXubDYfN3qZRXIARzsHLqlBkwORYz8xbMehGPm2VjWeDu98aS+ZdfNp/jppvMKP4bN86ezFuW2f5Go+bEEsy2A0bP/Lx53nNjzfz8+d5ycTPvbufd3LuZr6sz6+CKFd6tct3pzaTMh8PD30Hi3Dn42c/M44mEyW9xsTlonjvXzCOfb+yZTyS8i0yJhPnnZn7xYvP4WDJ/4YJ5n5tuMtN93/tmT+bB7HuHy3x6dgdnfu5c77mxZn7uXJPjsWS+ttbLfFFR5vRmUubdfzD0s/f0wP/8j3k8mTTzqbjYrOPz5pn/LcusG27mbdvMH3d+pWfendcwNPOL+qsvY8m8e9vtm24y+6iPfGT2ZR7MfIzFvMxbVuYtwwcvS/f4EMae+fp6sxw6OkbOfF+fyXw8bqYXDGZObyZlvrjYu1Pe4M8eCsE//7N53LbN9jwUMvNmfv+FZ/euRaWlZv0vKcnMfPoxfV1d5nbebWpnWea4EsaW+VTKvOdNN5m//eQnzfKYLZl3GzCA2da7mYfM+TN4WdbUeOdZY818XZ2Zn9Gol3nbzp756mqz3K65xuQgfXrTOfMwdJ84Z473XPrn/7Vfg+98x9u2nDljtu2BgMm8e2zU0jK2zM+ZY7IKZr+Rvp13z7/Gknkwy+imm8yy+OM/Nvud2Zj5aDRzPoyU+Wuv9Z6bCTmcRDkrzla5rUnSLFu2jM2bN7N582bAFGt37drF7t27+cY3vsE3vvENLMuisbGRH/zgB7n6KKO6//77x/S6/fv3X/U0ZuJrZ53020GeOmV2YMXF/beZbDbFlro6s4GdO9dsTNydmisQMDuz/tYufPjD8LWvwenTQ6c30dtWToXR5kX6Zw+FTKGqp8cruiaT5oAhlTJ/c+VK5q2T3R0fmL/3+828rK42J4b9rWxJJMzvpaWmIOleBBnLjs1dLy0L/s//MQMVzRZ+v5kHnZ3mQG64nRqMvizdg4XhlrN7kOYecPh8Zrmmq6w0f9vebk4Uv/Y1c4AzWzPv92fPfGVl9sw7jvmbEnMn9oECV02N+T/9RM8tzsbjZlm+9rXm8fST0rFk/i1vmTVdfAa4xdlo1MzvWMw8PhmZj8XMyV9zc+bJi6uiwjzf0WEGV/va10zXqtmaecfJnvnycvNcd/f4Mu/uC8D83tfnZf72283j4838m940OzMPXqsodz5MVuarquDixeyZLy83me/s9DJ/7tzszXxPj+nK3tWVmfn6ejN/smXe58ssfKVnfvAF//TMv+pV5vGxHNscOuT1JGhsnL2Zh8zjm/TbhUPuMl9e7hXaB2c+HDaZ7+ryMn/+/OzNfHOzGbKkvd3LfCJh5oHfbzLf3Gym0dBg9nlLlmRuz9OP6d19NpjpWJaX+XXrzONjyfzRo17PrNe/HjZsmJRZlTfDZR4y94O5ynxpqcm8ezyfnvmyMrPN6u6Gj33MZP7ChZmVeRh77hcsMI8/84zZt7nb5lDI/O8WAMea+epqrzgbj5v57GbeLVSO5djmwgXzz7LMMdGb3zwpsylvRsp8+jZhPNuvApOzb1xdXU1HR8eIr1m2bBn3338/u3fvxrZt9u/fz4MPPsiafLeZl9lvuFv/vupVcNttZmPgOGYHFwiYDXJZmdkoV1SYDe/ixebqZCgEr3td9uld7W0rp8Jw8yL9s+/dC1/8ojloCgTMiXhxsdeC6pVXRr51cne3KVzPn2+uCJ465R0cp1Lmd7/ftCqpqfEKumM5mDvQ3x/Wssx3mG3c1iWjFWdh5GX5j/9o/mV7budOWLvW7ACLisz8DwbNe5SUmGVTVWWuZPZ3Dy+IzH/60+YCQnrmLct09RtL5k+dMsvvk580BxbuiZDjmIPD1lYz7aVLvVYR6cs1vVVFOjfz4J34zCbpw2O4B78weZkPBEzGg0GznU/P/HXXeS2QCiHzf/RH5kRlcOabmyeW+ba2zMy3tJhpL1rktXAZz3YezHKbbdJPYNrahi/OwuRnfuVKb9kXQub/4A+GZh7Mtmcimb9yxct8V5c3v4fL/HDb+fQGIbM98+nHN+kFDddkZL601Mv89dd7xfdCyPyHP2z2r4MzH416mV+zxhz3f+pTQ2/jPviYvrk5M/MXL04s87N9O5/eOzE98/1D0GTIZeaLijIzH4nADTd4x/gzOfMw9tw//7yZ56GQNy9SKThyxGR2PJm/dMnLfE+PORcenPn0bZm286Ofx45lORagnLWc3bx5M1u3buVLX/rSmP/mlltu4ZZbbsnVRxAZ2Ui3g3Sv3NTWmg24Ow5VUREsW+Z1NU9vZu/zDX8r4elupNsg27a5fWN7u7mS5V50CYXgxhtNi5rly+ELXzDzwucbeuvk9DFgwTz39NPmhMjt0t3bazbibndxGP2qY2srnDxpfr7uuuwnsjNdZaVpndrTY07aXcN915GWJQz/nM9ncn/lilm2vb0m78mk+X/x4sLLfDRqWs+7BcJQyBQuLl4cX+bXrzfPb91qhuFwHLMelZeb6a9Y4bUUGq1Q1ddnDjDB/G16V/7ZIv1g7vx572dl/uqMNfMLFpgTDzDzpaHBvH4imf+jPzItVdyT9spK875z5njLc7TMOw48+6z5ubTUrIOzTfpJ+4ULXgsnZf7qjDXzixaZYxkw82XJEnPMM5HM/9mfwRNPeJmvqTHb+kjE65I/lhZVs/3C83DdXZX5qzPWzC9ZYs5zwMyXBQtMAWlw5iH7bdzTj+kffBB+/GOvd0V9vSn4TjTzMLsvPEN+M79kyezKPIwt96mUd8HZ7zc5ra42RcCGBti1y2scNFrm//qvYfdur3fDokVe4ds9jw0EvNafhXrhOf3YJj3zluX1uEo3WuYLUM6Ks5WVlWzYsIHbbruNr3zlK6yejQcWMvNlGyfFvXLjbpSDQW9DvmiR2Ym6XX4GN7OfDqOlT9Rwn/3wYTMf6utNYcgtzkYiZl4sXGh2XO4BAYztgOLv/x6+9CWz87r7bvjWt8xz6eOJjXbS7p6ww+w8kIPMgzn35BGyty5xjZTD4Z5Lz/2BAybjsZhZBkuWmOV06lThZd4dAw3MPK+sNPNivJlfvx4+/3n40IfMAfKb3gRPPWW2LePJ/PPPe+M4z8YDOVDmJ9NYMm9ZXnG2uNhcpCwpmVjmv/pVM9ZbMmla57z8sjlRdIcOgtEzf+KE12V29erMMa5nC2V+8owl80VF3nx3xygtL59Y5r/+dXjjG03m16418/fCBa+VGoye+ZaWwrjw7Gpu9vZrI31XZX5sxpL59O7aPp+50OsO1ZSeeRg99695jblRaSJhLjbX15uhQsDsP8DrEp5KDX/h+bnnzM+FcOF5tNbiLmV+7EbL/YIF5ngilTLHH/PmmXP8xYvNNvr5572/H8t57F13mUYzc+bArbeai3Iw9Jh+uOLs4AvP112XqzkxfQw3zvLg8fTTzfQc5ljOirOf+MQn2L59OwBr164lEomwYcMG3vCGN3DXXXdN6U2/RMZt8Eb51Cn47/82G/ezZ4e2lpjNWlrMQZN7IyS3a/aCBeb54mJzMNfSkvl3ox1QvPrV8B//YX4/etR7bjyFqtneHQQyrzqOpRXh1UjP/Y9/DN/+tnnPjo7Czbzfb66sx2LeDYwmknnwTvjBa40P48v8bL/KDsMXqpT5yTM483V1Jn+5zLx7M0mY+Ha+EC7CaTs/NQZn3r3HwMKF3piyE8l8dbVZnrZtpuveHCw986O1Iiy0C8/K/NQYnHm3ccW8eeb34TIPI+febYHsXshubjb/RyLejQQtyyzbwV2bXc89Z/YRMHuPbdKP59vaTI84UOYnm5v7+nqT+UuXzM/uUBITPY9dvhyamsy23s28Ox6tKxw20x7twvOaNbP/wnP6uj8bLzhOkpwVZ5uamjh+/DjRaJRnnnmG3bt3s3v3bnbt2oVlWUQiERobG9myZQuvf/3rc/W2IrkzeKP8nvcUZjP7mhpzxTsWMycUy5ZlPh+LmR2cO2bmWLlX0wGOHfN+HutJu+N4haqiIjPEwmyUvmM7e9b7ebJ2bG7u16wx45Ip816ByjXRzKe/fiKZh8IozqafwCjzU2Nw5t2Lb66JZt69CU8y6d3lGMZXqFLmc0+ZH5r5uXPNP9dEM29Z5m+am82FfbdFaHrmfT5zsbunZ/TMz9birDI/9QZnvrY281h8opl3p93amjlOfHrmYeTibCFs56fywjMo86703FdVmX/pruY8tqnJHN+4PR1qajKLrO7xTSxmXhdIK7UVWgMjFWcnJGfF2eXLl7Osv4hzyy23sHnzZgBOnDgxUKR99NFH2b17Ny3ZrtCJTDeF2sx+1Sozxt+hQ0Pvojt4zKLxSL+y6J68QOaYsyPdQODCBa/r7U03mR3vbJS+Y5uKg7l0ynxuM19W5t0ZdiKZ7+ryWpkvWzb0AHO2mOoTmHTKfG4zb1nmBObixeEzHwyaC2yJxNCT9mTSfCYweZ+tva6U+ak3WZkHrzg7XObBLNuenqHbecfxTtqDwcK48KzMT43JzHxtrbnobNveY9kyD2Y7747V6VJxdnIVauZh8nKfXsx1t/XDZR7M9r6iwvu9EDLv9pwCcxyYSpmfVZwds5xdQvn0pz/NJz7xCR544AF+9KMfDTy+bNkyNm/ezO7du2ltbaWpqSlXbykik8Hng/vuy37nymxjFo1Vaan5N9hYWxEWQssSmNhYhHJ1JivzbqFqsPTMl5R4B46DM+/eTAxm74Ec5PcEplBNVuYhe2uUbC2qYGjmjx71hkJYu3b4McpmOm3np95kZn607TwMn/nz5+HyZfPzTTcNvYv7bKHt/NSbLtt5x/G262CGeXJ7VhTihWdt5yfXZOV+PNt5yNzWF8qF50DAmwfK/ITktH37pz/9aR588EGqRtjIVqZvqERkenIHl1+92oxXdPas+X/NGvP4RMcsGm3HNlJ310IYhxAyD+b6+ryfdQIzuSYr86OdwLjjskHhXpBIby2uzE+dycr84JOVbI+5y3ZwK8JC6PYH2s7nS76ObcBbtvG4+ecqhNZUoMznSz6388Md06dfeJ7NxzaBgNcoRZmfWpOR+6spzhbKhWfwjumV+QnJ2bAG6W655ZZhn+vo6KAivYm3iExPo925ciJqauD0ae93d6w2VyDgdQNP36mljzdbVgbXXjvxzzDdDXcBSzu2yTcZmR/rwVxn5/AXJHw+c4A5Wynz+TNZ2/nBhjuB6enJ7O5aiMXZdMr85Mvndt7V3e21kC2Ui3DBoOkpkt6CEtSiairkezsP5vjG7QJeKBckwBSq3BuBubSdnxq5zv3VFGcLpYERmOOb9HHFQZkfh0kpzmbT0dHB/fffz1e+8hWS7t0ZRWR6y/WYRYN3bNXVmYOlg9mADy7OHj9urniC+TyzeVB7nbTnV64zP/gExu8f2oXPPTlNH5ftyhXvQsb112cfEmS2UObza7K38zB0XDY3845jClXhsLmBxosvmsfnzcu8WdNsEwp5FyLTKfNTY7K38zD6SXtVVWFdeAazrR9cnFXmp0Y+tvPDFarczM/2C89gMn/+fOZjyvzUyWXus23nx5r5QrnwDNmP6ZX5MZv0CsfJkyf50Ic+RFVVFTt37sRxuzGISOEZvGPL1i0qWxfvQrrKnm2nZllqXTJTDc54Tc3Qiwtu5pNJr7trIWW+uDj7Df50MDczDd7OB4OZN4mA7Ccwzz1n1gGY/S1LIHM4D5cyPzNNtEVVIV14BmV+NpnIBQkorAvPoELVbDLR7Xz6hef582HOnMn5fNOFMn9VJu0o4OTJk9x99900NDSwY8cO7rrrLjZv3jxZbyciM8HgHdtIxdlYzLvLY6F0+wPT7a+oaOhjs3l8otlsPBckwDuYK6TiLGQ/mNMFiZkp23Z+8PZrcBdvUOZBmZ+pBm/ns90AVZnXSftskq1QNfgxZV4XJGaTSGToscxow9dA5oXnQsi8jm2uSs6LswcPHhwoyu7atYt3vvOdHD9+nEcffZR1s72oIiIjG09xFsyOLf0OlzU1sHjx5H2+6cCyhu7YdCA3c4038+7QBu4JTCgEN944eZ9vuhic+WBw6EUKmRkmknnI7PY3wr0LZg0VqmaPsWQ+282RCunCM+ikfTaprMwclqyy0htH2TVa5gu1UKXt/Mzk95vh+FyWlfk7jN7YolC388r8mOWsOHvw4EHe+MY3sm7duoyi7De+8Q2WLVuWq7cRkZmsttYUnjo7oa3NFF9tO/M1g3dsR46YVrRgTtgLoQWpirOzR01NZub7+kbP/Llz0Nxsfr/55sIoUirzs8fgzCeTo2e+sxNeecX83tCQvbXRbDP4O1qW6SUhM084bLbTbuYdZ/TMF9qFZ9BJ+2xiWWbcZDfzfv/omdeFZ0OZn7lqarzM+3zDD1MG2S8853Lc5+lKrcWvylXfEOxHP/oRW7du5cCBAziOw+bNm9m6dasKsiIy1LFj8Pzz3h26//Zv4amn4L77zF01YeiOrdCussPQHZt2ajPXSy9lZr652Yw9lZ75wa1L3CIVFE7mVZydPfbvNxfVOjtN5i9ehDNnRt7OP/useS0UduYL4eLjbPSzn5ntemuryfH58/COd4yc+fQLz2vXFsayV8vZ2WPvXnjmGbh0yWT+zJnRM1+IF55VqJo99u6FH//YZN1x4OTJoZkffDxfiBeedUHiqky45eyPfvQjbrvtNhobG9m/fz8f/OAHaWtr48tf/rIKsyIy1N698Cd/YnZWgYC5al5ZaVqO3HOPeR5GLs4WQncQUKFqtti71xy09fR4ma+oGF/mC7lQJTPP3r0m293dXubLy7Wdz0aZnx3czHd0eJkPh7Wdz2Zw5ouLM7vGy8zgZr6tbXyZL6Q71rtUqJod3Mw3N3uZLy0dPfO68Gwo82M27uLsN7/5TVasWDFQlP34xz8+UJStzLYwRERsGx56CNrbzVVFv98bW3XJEvP4Zz9rXpe+Ab9yxbvD5YIFUF+fn88/1XTSPvO5mY9GTUHWzXx5+ciZdw/mwDy+YkVePv6UG9yaQK2pZp70zEciY898d7d30u73w6pV+fj0U089JGa+9MxXV3uZD4dH384XYnFWmZ/50jNfW+tlvqxs9O18IWZ+8PG83z90bF6Z3tIzX18/cuYHt5wtxAvP2VoH65h+zMZVnP3P//xPNm7cSGtrK/fffz9tbW18+tOfVlFWREZ2+LDp3l1fb642uoqKzA6urs508Tt8OPNg7sknC+sOly6dwMx86ZlPPxAPBkfO/MGDphsUmDGWB49nNVvpgsTMN9HMNzXB2bPm5+uvL5xxV5X5mW+imW9uhhdeMD8vXFi4F551wj7zTPR4vqOjMC88a/iamW+4zGfbzgeD3r4gvbV4IV141vA1V2VcZ33vfOc72bdvH5s2baKhoUFFWREZm5YWcyOk4mJzpd2yvP/BPB6Pm9elb8CffNL7uZCKszppn/nSM19TY7IeiXhjrKVnfvAFCZcyLzPJ4Mz7fGY5usXW4TL/1FPez8q8zCTpmXdbzpaUeMtyuGOb/fshlTI/K/Myk6RnPhIxXbyDQW/Zpme+pMQ7zn/xRV14BmV+JkrPfGWlyXtRkdeQJj3z4C3jc+cK88JzaWnmcDWlpYWzvufAuAf6Wbt2LV/+8pc5ceIEn/jEJ7jmmmv4wAc+MBmfTURmi5oac7UxFjM/V1dnXjmOxczOrqYGEgnv8b4+7+dbbpm6z5tvOpib+dIzH4mYZTpc5tNP2tMzX0gn7WotPvOlZz4cNjd8GW/mC6XbH2g7PxukZ76sDG66Sdv5kWg7P/MNzvyNNw6feXeIj87Ows18OGwKU7bt/S4zy+DM33CDGUfWzX165sG8prW1cDPvDls4uFgtYzLhMvayZcv49Kc/zV133cUnPvEJ/vqv/zqXn0tEZpNVq2DlStOVL32HBt4d7K+/3rwu20b8mmuyd5OYrdT1b+a72szX1MCiRVP3efNNmZ/5rjbzoZA56SkUyvzMN57MBwKmhVU6yyqsC8+Du3TrpH3mGU/mIfsyLsRClUvb+ZlncObBy/1YM19IF54hM/Pazo/LVbcxdou0H/zgBweKtB0dHbn4bCIyW/h85q71lZVw6pS5MUAqZf4/dco8fu+9XjfYwQrpQA7Uomo2uNrMr1tXWOOSKfMz33gyHwqZLuDp3AJWoaioUKFqphtP5mHoMr7mGpODQuHzZX5fZX7mudrMF9qFZ1Chaqa72swX2oVnUOavQs4GgKisrBwo0n7qU59SkVZEMq1fDw8/DKtXmxsDnD1r/l+zxjy+fr15XThsrkR2dkJbm/m/kFqWgOn6lz4Pzp3zukTJzDHWzJeVKfMVFZnz4OJFZX4mGmvm3Tsdp2d+zZp8fvKp516YcedBc7MyPxONNfOgzIM5aXfnQWurMj8TXU3mb7mlsC48Q2bmOzqU+ZloPJkvLc3MfKFdeAYoL/fmQXe3Mj8OOU+KW6Rtb29nx44dWJbF5s2bqSikK8Mikt369XDnneaOli0t5gr6qlWZA4U/+yw8/zz09Jhijc8Hf/VXcP/9mTu/2ezw4cx58MlPwte/bq7cFso8mC3GkvnHHzd3eu3s9LoJfuEL5qSmUJb3E0+Yu+F2dJh58KlPwfe/r8zPRGPJ/N69cOCAed7N/D/8g2lRVSjLe+9es79z58HnPw8/+5kyPxONNfM//am58ORm/hvfMGMzF8ry3rvXZPzCBTMPvvIVM8+U+ZlnrJn/3vfgzBkv88Eg/MIvFM7y3rsXfvADOH3azIOLF+HECWV+Jhpr5v/zP+H4cS/zlmUeL5TlvXcvfPOb3jw4dw6uXFHmx8hyHHfwjMnzmc98htbWVhzH4TOf+Qwp9w6lMi0tXLiQc+fOsWDBAs66dxkUmQp798I998DRo+ZOmG7319JSc+V58NXJ2cidBy+/bK60+nywdCm0txfOPCgk7vI+dsx08/b5zHIvLy+c5e3Og1deMd/f5zNFuq6uwpkHhcRd3sePm5MW98Smqqpwlrc7D5qazO8+H8ybZ24sUijzoJC4y/vECe+is+OYzEcihbG83Xlw8qRpReXzQX29uQmsMj/7uMv71CnTBdy9KVYkYm4KXAjL250Hp09DMmnmQU2NmQ/K/OzjLu8zZ8x2zc18RQXU1hbG8nbnwdmzEI+beVBZ6f1fCPNgGGOtr+VsWIORfPzjH+fBBx+kurqaykK6qY+IjJ1tw0MPQTRqWgz6/ebEvboaliwxxcnPfnZ2d41Inwfl5d48KC8vnHlQSIZb3lVVhbO80+dBZaU3D8LhwpkHhWS45V2oma+qUuZnu/TlXV2duV93L7zO9uWdPg9qarx5UFamzM9G6cu7ttZb3qWlsHx5YSzv9HlQX+/Ng5ISZX42Gm55B4NmbPFCWN7p82DuXGV+gqakOOu6//77aW1tncq3FJGZ4vBh0625vj5zbJ7ycrNxr6szXb8PH87fZ5xs6fOgqMg8ZlneDq4Q5kEhUeYz50Ew6D0eCBTOPCgkw2XevYt7ISxvZb6waDuvzBcaZT778TyYnwtlHhQSZV7b+RyZ0uKsiMiwWlqgrw+Ki81QBmCKkqWl5ufiYtNFoqUlf59xsqXPgzlzzHyYO9e7eUIhzINCki3zbgs6KIzlnT4P6urM/+kHt4UwDwpJtsyDdwf3Qlje6fOgtta0KqmuNr9DYcyDQqLMZ86D6mpvqKpC2tcVEmU+cx5UVZlW4uXlhTUPCokynzkPKipM3svKTP6hMOZBDhTYreNEZNqqqTE7tFgMFiwwP1dWeoXJWMxciaupye/nnEzp86CiwtupuwphHhSS9OU9b565GOEObwCFsbzT50FZGaxcmfl8IcyDQpK+vOvrzWOlpV4ri0JY3oMzf911mc8XwjwoJOnLu6bGjD3pjqUPhbG8B2f+2mszny+EeVBI0pd3JOKNPeke0xbC8h6c+RUrMp8vhHlQSNKXd3k5zJ9vxhWvrjbPF8LyHpz5hobM5wthHuSAWs6KyPSwapUpzDQ3m433ggVeqwrHMY9ff7153WyVPg8G36uxUOZBIUlf3oGAybx78lIoy1uZLyzpy9vvNycwkYh5rlCWtzJfWNKXt2WZC3HuCXuhLG9lvrCkL28wPcHq6szPhbK8lfnCMnh519eb3EPhLG9lPidUnBWR6cHng/vuM61lT52C7m5zh9fubvN7ZSXce693Z+/ZSPOgsGh5ax4UGi1vzYNCo+WteVBotLw1DwqNlrfmQY5YjjO4tC2FbuHChZw7d44FCxZw9uzZfH8cKTR795q7Pb70kukKFQyaK2333gvr1+f7000NzYPCouWteVBotLw1DwqNlrfmQaHR8tY8KDRa3poHwxhrfU3FWRlCxVnJO9s2d3NsaTFj06xaVXhX2jQPCouWt+ZBodHy1jwoNFremgeFRstb86DQaHlrHmSh4qxMmIqzIiIiIiIiIiIiEzfW+lphl7BFRERERERERERE8kTFWREREREREREREZE8UHFWREREREREREREJA9UnBURERERERERERHJAxVnRURERERERERERPJAxVkRERERERERERGRPFBxVkRERERERERERCQPVJwVERERERERERERyQMVZ0VERERERERERETyQMVZERERERERERERkTxQcVZEREREREREREQkD1ScFREREREREREREckDFWdFRERERERERERE8kDFWREREREREREREZE8UHFWREREREREREREJA9UnBURERERERERERHJAxVnRURERERERERERPJAxVkRERERERERERGRPFBxVkRERERERERERCQPVJwVERERERERERERyQMVZ0VERERERERERETyQMVZERERERERERERkTxQcVZEREREREREREQkD1ScFREREREREREREckDFWdFRERERERERERE8kDFWREREREREREREZE8UHFWREREREREREREJA9UnBURERERERERERHJAxVnRURERERERERERPJAxVkRERERERERERGRPFBxVkRERERERERERCQPVJwVERERERERERERyQMVZ0VERERERERERETyIJDvDzCVtm/fTktLCzU1NRw/fpzGxkY2btw4adPI92sbGxtZu3Ytd999N2vXrqWpqYkdO3YQjUbZsWPHuL63iIiIiIiIiIiI5FbBFGe3bNlCQ0MD27ZtG3issbGR1tZWNm/enPNpTIfXtra2sn37drZv3z7w2IYNG9i9e/eYvq+IiIiIiIiIiIhMHstxHCffH2KyHThwgHXr1jH4qw73+NVOYzq8FmDTpk3cdtttPPPMMyxfvpzGxkY2bNgw6ndduHAh586dY8GCBZw9e3bU14uIiIiIiIiIiIhnrPW1ghhzdseOHaxdu3bI4+5jjzzySE6nMR1eC1BdXc3999/Prl272LZt25gKsyIiIiIiIiIiIjI1CqI4u2fPHpYvX571uUgkMqZu/uOZxnR4rYiIiIiIiIiIiExvBVGcbWpqorq6Outz1dXV7Nu3L6fTmA6vTXfgwAF27tzJgQMHsj4vIiIiIiIiIiIiU2/WF2ej0eiIz0cikVFfM55pTIfXulpbW9m6devAzcJaW1tZt24dTU1NI07LdeHCBRYuXDjqv89+9rNjmp6IiIiIiIiIiIh4Avn+ADJ5Ghsb2bx588DvGzZs4O6776axsZHjx4+P+ve2bXPu3LlRX9fR0XFVn1NERERERERERKQQzfribCQSGfH50Vqkjnca0+G1rvTCrGvDhg1s3bqVRx55hI0bN444TZ/Px7x580Z8DUBFRcWorxEREREREREREZFMM6I429DQQGtr65hfX11dze7du4e9eVa61tbWMb0uV9PI92vd1+zevXvU4uy8efM4e/bsmN5fRERERERERERExmdGFGfH0gV/JJFIZNjibjQa5dZbb83pNKbDazdt2kRTUxP79+/P+vrxFLtFREREREREREQk92b9DcEA3vWud414E6zGxsacTmM6vPbAgQNUV1cPeY1blL3tttuGnY6IiIiIiIiIiIhMvoIozm7atIkDBw4MGZd1z549gBmHNZfTmA6v3bhxI7t37x7yPR555BEg+3i0IiIiIiIiIiIiMnUKoji7YcMGNm7cyIMPPpjx+LZt29i1a9eQm201NDTQ0NAw4WlMh9c+8MADbNmyJeN1Bw4c4MEHH8z6nUVERERERERERGRqWY7jOPn+EFNl+/bttLS0UFNTw/Hjx2lsbMx6U6x169YN3FRsotOYDq+NRqNs3bqVSCQyMBzCAw88wNq1a4edRwALFy7k3LlzLFiwQDcEExERERERERERGaex1tcKqjgrY6PirIiIiIiIiIiIyMSNtb5WEMMaiIiIiIiIiIiIiEw3Ks6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB6oOCsiIiIiIiIiIiKSByrOioiIiIiIiIiIiOSBirMiIiIiIiIiIiIieaDirIiIiIiIiIiIiEgeqDgrIiIiIiIiIiIikgcqzoqIiIiIiIiIiIjkgYqzIiIiIiIiIiIiInmg4qyIiIiIiIiIiIhIHqg4KyIiIiIiIiIiIpIHKs6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB6oOCsiIiIiIiIiIiKSByrOioiIiIiIiIiIiOSBirMiIiIiIiIiIiIieaDirIiIiIiIiIiIiEgeqDgrIiIiIiIiIiIikgcqzoqIiIiIiIiIiIjkgYqzIiIiIiIiIiIiInmg4qyIiIiIiIiIiIhIHqg4KyIiIiIiIiIiIpIHKs6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB6oOCsiIiIiIiIiIiKSByrOioiIiIiIiIiIiOSBirMiIiIiIiIiIiIieaDirIiIiIiIiIiIiEgeqDgrIiIiIiIiIiIikgcqzoqIiIiIiIiIiIjkgYqzIiIiIiIiIiIiInmg4qyIiIiIiIiIiIhIHqg4KyIiIiIiIiIiIpIHKs6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB6oOCsiIiIiIiIiIiKSByrOioiIiIiIiIiIiOSBirMiIiIiIiIiIiIieaDirIiIiIiIiIiIiEgeqDgrIiIiIiIiIiIikgcqzoqIiIiIiIiIiIjkgYqzIiIiIiIiIiIiInmg4qyIiIiIiIiIiIhIHqg4KyIiIiIiIiIiIpIHKs6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB6oOCsiIiIiIiIiIiKSByrOioiIiIiIiIiIiOSBirMiIiIiIiIiIiIieaDirIiIiIiIiIiIiEgeqDgrIiIiIiIiIiIikgcqzoqIiIiIiIiIiIjkgYqzIiIiIiIiIiIiInmg4qyIiIiIiIiIiIhIHqg4KyIiIiIiIiIiIpIHKs6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB4E8v0BRKbaZz/7WTo6OqioqODee+/N98cRmbW0rolMDa1rIpNP65nI1NC6JjI1tK5NL5bjOE6+P4RMLwsXLuTcuXMsWLCAs2fP5vvj5Nxs/34i04XWNZGpoXVNZPJpPROZGlrXRKaG1rWpMdb5rGENRERERERERERERPJAxVkRERERERERERGRPCioMWe3b99OS0sLNTU1HD9+nMbGRjZu3Dhp05is1wJEo1E++MEPcvfdd4/4ulx8ZxEREREREREREcm9ginObtmyhYaGBrZt2zbwWGNjI62trWzevDnn05is127atInq6moAHnnkEe6+++5J/c4iIiIiIiIiIiIyOQrihmAHDhxg3bp1DP6qwz1+tdOYrNema2pqoqGhgV27dmVtCXs133m2Dww927+fyHShdU1kamhdE5l8Ws9EpobWNZGpoXVtauiGYGl27NjB2rVrhzzuPvbII4/kdBqT9drxmKzpioiIiIiIiIiISG4URHF2z549LF++POtzkUiE3bt353Qak/Xa8Zis6YqIiIiIiIiIiEhuFERxtqmpaWCc1sGqq6vZt29fTqcxWa8dj8maroiIiIiIiIiIiOTGrL8hWDQaHfH5SCQy6mvGM43Jeu14XO10L1++DMC5c+fw+/2jvl95eTnhcHg8HzGvLly4MPD/woUL8/xpRGYvrWsiU0Prmsjk03omMjW0rolMDa1rU8Odz26dbTizvjgr45dKpQZ+tm171Ne3t7fT3t4+mR9pUti2zblz5/L9MURmPa1rIlND65rI5NN6JjI1tK6JTA2ta1Mjvc6WzawvzkYikRGfH0vL1PFMY7JeOx5XO93i4mJ6e3txHAefb/SRL2Zay1kREREREREREZHJdPnyZVKpFMXFxSO+bkYUZxsaGmhtbR3z66urq9m9e/ewN8RK19raOqbX5Woak/Xa8Rhtut3d3Tl/TxEREREREREREck0I4qzx48fv6q/j0QiwxZ3o9Eot956a06nMVmvHY/Jmq6IiIiIiIiIiIjkxuh91meBd73rXTQ1NQ37fGNjY06nMVmvHY/Jmq6IiIiIiIiIiIjkRkEUZzdt2sSBAweGjLW6Z88eADZs2JDTaUzWa8djsqYrIiIiIiIiIiIiuWE5juPk+0NMhU2bNrF8+XK2bds28FhjYyNbtmxh48aNGa9taGgAhg6nMJ5pTNZrXQcOHGDdunXs2LGDzZs3X/V3LgTbt2+npaWFmpoajh8/TmNjY0HOB5FcaGxsZO3atdx9992sXbuWpqYmduzYQTQaZceOHUNer/VPZHTRaJQPfvCD3H333SOuH+NZn7TuiQw1lnVN+zmRqxONRnnwwQeJRqM0NTXR2trKAw88kJP9ldY3Ec941jXt26avginOwtiDtW7duoGbik10GpP12q1bt9LU1MSBAwdoamoiEomwYcMGqqurtTKNYMuWLTQ0NHD//fcPPNbY2MimTZuGLW6LyPDWrVvHgQMHMh7bsGFD1u2m1j+RkW3atInq6moAdu7cya5du4bdV49nfdK6J5JpPOua9nMiExeNRtm6dSvbtm0jEokAXuOijRs3smvXrozXa98mMjHjXde0b5u+Cqo4K4XJ3TgNjvpwj4vI6DZt2sRtt93GM888w/Lly2lsbMw6XIrWP5Gxa2pqoqGhYdiC0XjWJ617IsMbbV0D7edErsbWrVt54IEHBopFru3bt7N161Z27949sD5p3yYyceNZ10D7tumsIMaclcK2Y8cO1q5dO+Rx97FHHnlkqj+SyIxXXV3N/fffz65du9i2bduw41hr/RPJnfGsT1r3RK6O9nMiE/fII4+wbt26IY+761F6az7t20QmbjzrGmjfNp2pOCuz3p49e1i+fHnW5yKRSNYm/CKSG1r/RHJnPOuT1j2RqaF1TWSo5cuX09raOuRxt3Vf+nPat4lM3HjWtfHQujb1VJyVWa+pqWlgfLHBqqur2bdv3xR/IpHZ48CBA+zcuXPI2EUurX8iuTOe9UnrnkhuaD8nMn67d++mra1tyOPuenTbbbcNPKZ9m8jEjWddG/y89m3Ti4qzMqtFo9ERn49EIqO+RkSGam1tZevWrbS2trJ582ZaW1tZt24dTU1NA6/R+ieSO+NZn7TuiVw97edEcm/Hjh1EIpGBmwlp3yYyOQavay7t26avQL4/gIiIzDyNjY0ZO/sNGzZw991309jYyPHjx/P4yURERK6e9nMiubVnzx727NnDrl27hty8SERyZ6R1Tfu26UstZ2VWG23Hrys+IhMz+CosmJ17U1PTwADxWv9Ecmc865PWPZGrp/2cSG5t2rSJHTt2sHHjxoHHtG8Tyb1s65pL+7bpS8VZKWitra26ciuSI+6g8WMdIF7rn0jujGd90ronMjHaz4lMzKZNm3jggQeyFoZGon2byPhMZF3Tvm16UHFWZr1IJDLsXQqj0Si33nrrFH8ikZlt06ZNrFu3btjn09c3rX8iuTOe9UnrnsjEaT8nkjtbt27ltttu4/7778/6vPZtIrkx2rqmfdv0puKszHrvete7Mga4HqyxsXEKP43IzHfgwIGsd+90d+DpdwXV+ieSO+NZn7TuiUyc9nMiubFz505qamqGFIt27tw58LP2bSJXbyzrmvZt05uKszLrbdq0iQMHDgwZG2XPnj2AGWNFRMZu48aNWbu9uOMUpXej0fonkjvjWZ+07olMnPZzIldvz549RKPRrK340tcX7dtErs5Y1zXt26Y3FWdl1tuwYQMbN27kwQcfzHh827ZtuluoyAQ88MADbNmyJeOxAwcO8OCDDw5Zp7T+iYydewA8XDey8axPWvdEhjfauqb9nMjVaWpqYsuWLRw/fpytW7eydetWtmzZwpYtW2hsbBwY4xK0bxO5GuNZ17Rvm94sx3GcfH8Ikamwfft2WlpaqKmp4fjx4zQ2Nma9g6GIjC4ajbJ161YikchAl5cHHniAtWvXZn291j+R4W3dupWmpiYOHDhAU1MTkUiEDRs2UF1dzY4dO4a8fjzrk9Y9Ec941jXt50QmrqGhYcQu0fv37x+yLmnfJjJ+413XtG+bvlScFREREREREREREckDDWsgIiIiIiIiIiIikgcqzoqIiIiIiIiIiIjkgYqzIiIiIiIiIiIiInmg4qyIiIiIiIiIiIhIHqg4KyIiIiIiIiIiIpIHKs6KiIiIiIiIiIiI5IGKsyIiIiIiIiIiIiJ5oOKsiIiIiIiIiIiISB4E8v0BRERERERkeI888ghNTU0Dv2/evJlIJJKz6e/Zs4cDBw4M/L5hwwbWrl2bs+mLiIiIyPBUnBURERERmcZ27NjBnj17Bn7PdfF09+7dbN++PeP9VJwVERERmRoa1kBEREREZAZoa2vDcZycF063bduG4zjs2rUrp9MVERERkdGpOCsiIiIiIiIiIiKSByrOioiIiIiIiIiIiOSBirMiIiIiIiIiIiIieaDirIiIiIiIiIiIiEgeqDgrIiIiIiIiIiIikgcqzoqIiIiITJKtW7fS0NCAZVlUVVXR2NjIzp07czLtpqYmGhoa2Lp1K01NTWzatImqqioaGhrYsmUL0WgUgO3btw98hnXr1vHII4/k5P1FRERE5OqpOCsiIiIiMgkaGxvZvn07a9eu5f7772fDhg00NTWxbdu2nL1HU1MTjzzyCOvWrQPgXe96F62trezcuZNNmzaxadMmduzYwYYNG9iwYQMHDhxg06ZNHDhwIGefQUREREQmLpDvDyAiIiIiMttEo1H27NnDxo0b2bVrV8ZzTU1NOX2vpqYmduzYwebNmwHYtm0bVVVV7Nmzh7Vr13L8+PGB127ZsoWdO3fy9a9/nbVr1+b0c4iIiIjI+KnlrIiIiIjIJHGHFki3fPnynL5HJBIZKMy6v2/YsAEwxdh0mzZtGvZziYiIiMjUU3FWRERERCTHIpEIa9euZc+ePVRVVQ20WJ2MouhIxd5bb7014/fq6moAWltbc/45RERERGT8VJwVEREREZkEjz32GBs3biQajbJz5062bNnCsmXL2LNnT07fxy24ZhOJRHL6XiIiIiKSWyrOioiIiIhMgkgkwq5du2hra2PXrl1s3ryZaDRKY2Njvj+aiIiIiEwTKs6KiIiIiEyiSCTCxo0b2bFjB9u2bQPIeetZEREREZmZVJwVEREREckxdyiDwVpaWvLwaURERERkugrk+wOIiIiIiMw2+/btY8uWLWzdupVbb72V5cuX09TUxJ49e1i+fDkbNmzI90cUERERkWlALWdFRERERHJsw4YN7N69mw0bNrBv3z527txJU1MTmzdvZv/+/fn+eCIiIiIyTajlrIiIiIjIJNiwYcOktpBdvnw5juNkfW737t1ZH1+7du2wfyMiIiIiU08tZ0VERERERERERETyQMVZERERERERERERkTxQcVZEREREREREREQkDzTmrIiIiIjIDPDggw9SU1PD5s2biUQiOZvunj17OHDgAM8880zOpikiIiIiY6PirIiIiIjIDLB9+3bA3Ghs7dq1OZvu7t27B6YtIiIiIlPLcnS7VhEREREREREREZEppzFnRURERERERERERPJAxVkRERERERERERGRPFBxVkRERERERERERCQPVJwVERERERERERERyQMVZ0VERERERERERETyQMVZERERERERERERkTxQcVZEREREREREREQkD1ScFREREREREREREckDFWdFRERERERERERE8uD/Bx1J3sI/WIdkAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_result)/ bx\n", "by_ref_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_result\n", "etay_ref = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 75, "id": "efeaa54c-5efa-478b-920b-6a8f92864538", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections (global)\n", "\n", "kd, kf = torch.tensor([*dk.values()], dtype=dtype)\n", "\n", "error.flatten()\n", "\n", "for section in sections:\n", "\n", " names = [f'OCT_{section}_02', f'QF_{section}_02', f'QD_{section}_02', f'QD_{section}_03', f'QF_{section}_03', f'OCT_{section}_03']\n", "\n", " for name in QF:\n", " if name not in names:\n", " error[name].kn = (error[name].kn + kd).item()\n", " \n", " for name in QD:\n", " if name not in names:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 76, "id": "cbab7831-2f5a-4ebb-bb4d-76ebd6574169", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 77, "id": "72c1ebe1-4480-4a2e-b2ef-b23adbeb81f4", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 78, "id": "98a2cc7a-0f32-4f7f-b439-0e0f00952954", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 79, "id": "7e50c409-2b7e-4e73-81af-9c1988f7004c", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 80, "id": "3c10b6d4-8a34-459b-99ae-0e225d9a6e46", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 81, "id": "6d5bebd0-9145-4eef-8649-66cd4853d14f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0005, dtype=torch.float64)\n", "tensor(0.0004, 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": 82, "id": "4bf33538-9988-4874-a347-994989433973", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(2.5618e-05, 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": 83, "id": "76f048f0-2a50-42d4-a945-f86669f2c4c5", "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_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": 84, "id": "b0224c8f-b48f-48a3-8153-cdc41cb256ff", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "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(1.5585, dtype=torch.float64)\n", "tensor(1.9619, 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_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": 85, "id": "8cf8d65a-c252-4bcc-abad-ee0a4ee3d76d", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_result)/ bx\n", "by_ref_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_result\n", "etay_ref = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 86, "id": "b0921338-34d3-4e08-8dbd-0bd0bfa6410d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(4.6030e-07, dtype=torch.float64)\n", "tensor(1.0884e-07, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Global tune correction\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_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", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(1 + 1):\n", " value = global_observable(global_knobs)\n", " residual = global_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", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 87, "id": "35cb1d37-a5f2-44c7-a483-d04d8851ad80", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "error.flatten()\n", "\n", "for name in QF:\n", " error[name].kn = (error[name].kn + kd).item()\n", "\n", "for name in QD:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 88, "id": "54368bda-f65a-4d92-9d45-85f8d317435f", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 89, "id": "f1f597ef-928c-4a83-a010-6c56e10fa56b", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 90, "id": "524ddddc-b857-457d-a9e3-d3ec6f93f5bc", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 91, "id": "e65404b2-bfc7-49ca-8fdf-ab3fc46016c1", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 92, "id": "524ae090-d3f7-4ec0-947f-611200c93e66", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 93, "id": "451be21c-277d-420d-87db-a37f4f2a8127", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, 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": 94, "id": "c68d0717-3220-4963-8265-b1423c1508d7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(2.5678e-05, 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": 95, "id": "62190033-da6e-4bf1-8ab1-0178936eea65", "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_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": 96, "id": "17a58dfd-bb8c-48ed-a995-595a70a54288", "metadata": {}, "outputs": [ { "data": { "image/png": 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clKpFjBrazIGPMRoe2sxYEfaWsSJGTN+TJLVQwO4yRiC8cjjIN73gmMsYDecKDJMXLkrVIjzfnrEq3IvEWBH2lrEiRkzfA9hdxljYW8aqcK7AMHkxpSh15513IhgMmvFUDKAGPZuNvvSC5y0zRsPz7Rkrwt4yVsQIbwF2lzEW9paxKpwrMExeDC9KvfDCC/j85z9v9NMwWoy+YHM1njEK7kVirAh7y1gRzhUYK8LeMlaFcwWGyYvhRane3l6sWrXK6KdhtHAvEmNVjJxvz94yRmG0t4qi3+MyjMCoXIFjLmMk7C1jVTjHZZi8GFqUeuSRR3DzzTcb+RRMLkRg0nNXEoCr8YzxGOEue8sYjZHeAulboDOMXnCuwFgR9paxIrJMXwDnuAyTA50jukowGEQgEJj1/6LRKKLRaOr3iYkJo17S/EFcsLWNGj3gajxjNEa4y94yRmOkt+Lx9R4VwDCcKzBWhL1lrIjWK85xGSYLw0ZK/ehHP8INN9ww6//dc8898Pv9qa9ly5YZ9ZLmD7wzCWNFFMUYd9lbxmiM8Fb7WOwuYwS8Ng9jRdhbxopoRzxzjsswWRhSlHryySfxlre8paj/veuuuzA+Pp76OnfunBEvaX4hApPeQ5tFEOXAxxhBMqmunaOnu+wtYzRGxFxJUh+P3WWMwKhpUBxzGSNhbxkroh3JxDkuw2Rh2PS9H/3oR6mfe3t7cc899+Ctb30rLrvssrT/c7vdcLvdRr2M+YlRQ5u5Gs8YiVFDm9lbxmiMjLmJBLvLGAPnCowVYW8ZK6LtvJIk/R6XvWVqBEOKUpnT9t73vvfhfe97H+/CZxZiiCj3IjFWQju0mReBZKyEUTHX5QLCYXaXMQYjvQXYW8YY2FvGirC3DFMQQ3ffCwaD+PznPw8A+NznPocXXnjByKdjBCIwGTXfnhfTY4xAeCtJgN2u3+Oyt4zRcMxlrAh7y1gR9paxIkavhcbeMhbHsOl7ABAIBHDHHXfgjjvuMPJpmEx4oXPGihjtbTxOa1bpOWyaYQCOuYw14QWjGSvC3jJWhL1lmIIYOlKKqRBcjWesiFHeah9PO0WQYfTCaHc55jJGYFQxlb1ljIS9ZawI5wkMUxAuStUiRg1t5jWlGCMxeki+9jkYRk+Mdpe9ZYyAvWWsCHvLWBEzRkqJHawZxoJwUaoWMWMaFMPojVHeaheVZHcZI+Cee8aKsLeMFWFvGStixmyAZFLfx2YYE+GiVC1idODjXiTGCIzyVpLYXcY4FIXXimCsCXvLWBH2lrEiRnsLsLuMpeGiVC3CF2zGihjlrfYx2V1Gb2RZHTLPHQGMleCp/owVYW8ZK2LGSCl2l7EwXJSqRXikFGNFjCxKcUGVMQrtVA/uCGCsBO8ayVgR9paxIkbOBhDLVLC7jIXholQtwrvvMVbEjKIUu8vojRlFKfaWMQLOFRgrwt4yVsSoYirA7jI1ARelahEzLti8wwOjNzxSirEiwltJAmw6X1LZW8ZIeKo/Y0XYW8aKGDXtFGB3mZqAi1K1iBmL6YmKP8PohRlrSnEvEqM3Wm8lSd/HZm8ZIzF6qj97yxgBe8tYEc5xGaYgXJSqRURQEnOM9YJ3eGCMxChvAe5FYoyDvWWsitG5AnvLGIEZ3vJsAEZvRGc+5woMkxMuStUi4oKtLSLpgd2u/syBj9Ebo7wFeJF+xjjYW8aqGOUue8sYidHeAjwbgNEfEQ85V2CYnHBRqhYxajE9SeLF9Bjj4EUgGSvC3jJWhReMZqyIGUtUsLuM3nCuwDAF4aJULSIq5UYMEeVqPGMU7C1jRdhbxqoYNQ2KvWWMxGhvAXaX0R8jp/pzzGVqAC5K1SJGTifhecuMUbC3jBVhbxkrkkyq6+bo7S57yxiJUTFXktSCAbvL6I2R0/c45jI1ABelahEjF9PjajxjFLwIJGNF2FvGimjXzOGFzhkrwTGXsSLsLcMUhItStYgISjxvmbES7C1jRdhbxopoGy+8phRjJTjmMlbEqLXQAPaWqQm4KFWLmLGYHlfjGb1hbxkrwt4yVkTbeNHurKsH7C1jJGY07tldRm/YW4YpCBelahGuxjNWxEhvxWOyt4zesLeMFdEWUyVJ38fWeivWrWIYvTCyI4BjLmMUnCswTEG4KFWLmBH4uBrP6A33IjFWhL1lrIgZU6CA9LWrGEYPzHCXYy6jN5wrMExBuChVi/BIKcaKcC8SY0XYW8aKmDHaBGB3Gf3hkVKMFeFcgWEKwkWpWoRHSjFWhHuRGCvC3jJWxIw8AWB3Gf3hmMtYEfaWYQrCRalahAMfY0W4mMpYEfaWsSJGToGSJHXbc3aX0Rsj3eWYyxgF5woMUxAuStUiHPgYK8LFVMaKsLeMFTFyChTA7jLGIMvq4vkccxkrwbkCwxSEi1K1CK8pxVgR9paxIuwtY0WM9BZgdxlj0PrEMZexEkZ2BLC3TA3ARalaQ1HMCXxcjWf0hnuRGCvC3jJWxKyiFLvL6IlZRSn2ltEb3jWSYQrCRalaQ7v9Mgc+xkrwtFPGipi1o46YssIwemB0UYpjLmME2qKU3a7/47O3jFFwjsswBeGiVK2hvWCLhUb1hIeIMkYhnGJvGSthhrdAeocDw5SLkd4CHHMZY9B6K0n6Pz57yxiFuIZzjsswOeGiVK1h9NBmrsYzRiHc1TbE9YJH+DFGYYa3ALvL6IuR3mofl71l9IS9ZayKcIpzXIbJCRelag1RibfZ6EtvuBrPGIWRvUjaaVAMoydGeqt9THaX0ROjR0pxzGWMgL1lrArnuAxTEC5K1RpGLqSnfVyuxjN6w4tAMlbESG8liWMuYwy80DljRdhbxqrwpigMUxAuStUaohLPQ5sZq2Gku9ywZ4zC6JjL7jJGYPQ0KPaWMQL2lrEqRrrL3jI1ABelag2zhjZz4GP0xowFo9lbRm/MWjCa3WX0xMipJAB7yxgDe8tYEVmmL4BzXIbJAxelag2jp+/xmlKMUZgxfY+9ZfSGYy5jRdhbxoqwt4wVMXoTKvaWqQG4KFVriF4knm/PWAlFMdZd7QVbUfR/fGb+wjGXsSK8Ng9jRdhbxoqYVZRibxkLw0WpWsOsCzZX4xk9SSbVn41wV/uYoojAMHpgdMzlXXUYIzC6mMreMkbA3jJWROsT777HMDnholStYVYDiavxjJ6Y1YsEsLuMvnDPPWNFzJoGxd4yesLeMlZEu/akJOn/+FpveTYAY1G4KFVr8EgpxooYXZTS9kyxu4ye8EgpxorwiBPGirC3jBUxK08A0mceMIyF4KJUrcEjpRgrIry12ehLbySJ3WWMgUdKMVaEvWWsCHvLWBGzvAXYXcaycFGq1uALNmNFjPZW+9jsLqMn3BHAWBGjp0Gxt4wRsLeMFTFzpBS7y1gULkrVGtxAYqyIGUUpLqgyRsAdAYwV4V0jGSvC3jJWxOg8QZLUZSrYXcaicFGq1uAGEmNFuCjFWBWOuYwVYW8ZK8LeMlbE6GIqwO4yloeLUrWGWRfsRIJ3eGD0w8yiFC9gyugJby7BWBH2lrEi7C1jRYyedgqwu4zl4aJUrWHW0GaAAx+jH9yLxFgRReHpJIw14REnjBVhbxkrwjkuw8wKF6VqDRGMxNxiveGiFGMERnsL8FbPjP4kk+qIUaPcZW8ZIxA+sbeMlTDTW54NwOiF0d4CHHMZy8NFqVpDBCNt8UhP7Hb1Z67GM3phtLfax2ZvGb3QJn9GucveMkZgdMxlbxkjMMtbQB3dwjDlIuIg57gMkxcuStUa4iJqVDVeknjeMqM/RnsLcC8Soz/aRguPOGGsBI+UYqyIWd5qn4thyoVzXIaZFS5K1RpmLKYnHpur8YxemLkIJHvL6IVwSZLSR5HqCXvLGAGvzcNYEaO91T4uu8voBe8wzTCzwkWpWkNU43mIKGMlzPCWi6mM3rC3jFUxehoUe8sYgdHeSpI6moXdZfTCjCUqOOYyFoeLUrWGmYvpceBj9MIMb7mYyugNe8tYFaOnk7C3jBGYMQ2K3WX0hnMFhpkVLkrVGmZOg+J5y4xesLeMFWFvGatitLvsLWMEHHMZK2Lm9D32lrEoXJSqNUQvEs9bZqwEe8tYEfaWsSq8phRjRXhtHsaKsLcMMytclKo1uBrPWBEzvOWdSRi9YW8ZK6IoxhdUtd4qijHPwcw/zOgI4JjL6A3nCgwzK4ZNbn3hhRfw5JNPAgB27dqFBx54AIFAwKinYwRmBj6uxjN6wb1IjBVhbxkrkkyqhSKjR0oBVEgw8jPCzB94p17GinCuwDCzYthIqSeffBJ33HEH7rjjDlx++eW4/vrrjXoqRgsHPsaKcDGVsSLsLWNFxGgTwPiRUgC7y+iHmSOl2FtGLzhXYJhZMaQo9cILL+Cee+5J/X7zzTfjhRdeQG9vrxFPx2jhIaKMFeFpp4wVYW8ZK6J1yYyiFLvL6AXHXMaKmLn+JHvLWBRDilKXXXYZHnjggdTvwWAQANDc3GzE0zFaeKQUY0W4F4mxIuwtY0WES5IE2AwaMC9J6vbn7C6jF2ZM3+OYy+gNe8sws2LYmlI333xz6ucf/vCHuOGGG3KuKRWNRhGNRlO/T0xMGPWS5gdclGKsCHvLWBH2lrEi2l57STLueVwuei52l9EL3vGUsSKcKzDMrBi++14wGMQjjzyChx9+OOff77nnHvj9/tTXsmXLjH5JtY0IfA7D6o1cjWf0xwxv+YLN6A17y1gRM7wF2F1GfzjmMlZEFFPZW4bJi+FFqTvvvBNPPPFE3p337rrrLoyPj6e+zp07Z/RLqm3EBVu7843e8LxlRm/YW8aKsLeMFTHDW+3js7uMXnDMZayIKBSxtwyTF0O7yT7/+c/jzjvvxKpVq1LrSmUWp9xuN9xut5EvY37BQ5sZK8LeMlbE7MVLFcXY6VbM/MCMqSQAx1xGf3gaFGNFOMdlmFkxrCj1yCOP4LLLLksVpH70ox/hve99r1FPxwhEMDJjiKhVqvGyDPT0ACMjQEsL0Nlp3OKu1YAVj9cMb622a6QV38dysOLxmuktQImt0YWEcrHi+1gOVjxes6bvWSnmWvF9LAcrHq+imLtEhRW8Baz5XpaDFY+Xvc3Giu9jOcy34y0BQz4dvb29ePOb35x2WyAQ4KKUGZgxtNlKa0p1dwP33gscOQJEo4DbDWzYANx+O9DVVelXpz9WPV4zh+Szt9WHVY/XTG8Bcreai1JWfR9LxarHa/b0vWqPuVZ9H0vFqscry1SYAjhXEFj1vSwVqx6vmdP32NvqY74db4kYUpRatWoVFHHhYMzFzMX0qrUaL6rRv/898JWvUABobwfq6oBIBNi3D9ixA9i50/rBQFt5P3MGuP9+YHxcPd7paeD554F3vQv46EfpezVW5s3w1gq9SLIMfOtbwGc+Q+/d0qXs7Xz3VvvY1eoue2stb3mkFMHeqse7dy9wyy3A3/898IpXVGcvvtaj+ZwrcI5rvZjLOS7BMdda3pqMwRkJYyqKYs685WoeKSWq0YcPA+fOUXD2+4HmZsBuB7xewOOhIHHffcC111o3EGgr75EIBb9kEli/no4zGKRzEA4DQ0PArbcCP/1pdVbmhUvzeb59dzfwH/8B/Pa3dMFyOsnfZcvIYfZ2fnorSaoL1egue2s9b3lNKfZWeAvQcYdCwPnz1EBauhTYuLH63NU2tudrrsA5LsfcfFSztwDHXCt6azIWfceZnIiCFDA/h4h2d1OVfe9eNfC7XMDEBLB/P3DyJN0mSUBbG13Ue3oq9nLLQnusjY2UkCQS9HX4MPDii8ChQ5RoOhxUmY/HqTK/Ywfdv5oQ7s7Xaafi/dy1i85FfT0lmGNjwIEDwOho7Xt75Ah5e/Age5tJtbqby1uHg5Ku/fsp4ZoP3u7dS95OTlrDW7Om71nV2/Pna9vbZBI4epS+Dhwgh0Mh8kGW6X0ToxaqyV3hrSTR9dEoqt3bfDnuqVN0Wy27q81xDx+2Tq4w35dWyRVzbTbKcQ8epO/zxVsrtc1MhotStYTZQ5urKfDJMlWmg0Ggo4OOX5bpnMgyJWH9/XTRlmUKBLEYVbCtRuaxer3UGIrH6TijUUpSxO+yTAmcCPjj49QTIcuVPhIVM6aTVGsxVft+trWpi7lGo/T3RIIaD7FY7Xk7PU3HJ8vUozQxoV7AEwlKWua7t0B1upvpLUDxJhIhh5NJ4PhxSr5qzdtYjI5PUeh4x8fVxn48Xv3emjGVBLCOt7JM8VZ4e/o0MDxce94KR0W8HRykv0ejdJsYmeBwACtWVJ+7Wm+N3IW02r0VOa6INyLHPX8eOHuWPK4ldz2e3DmuNg5zjlud3gL5c1zxOuNxynETidry1uul0VAix9W2zUQsrnZvTYaLUrWE2UObq2neck8P9fa1t9MHfGpKvVhLktoDODJCI6ZEr2BLS6Vf+dzRHmssRtX3gQF1u3iHg34WCWY0So1/cR6qsSfCzKHN1eQtkP5+iiRTOw3XbqfbDh2ii10teKso9Dns61MvwHZ7enIZj9MFfb57C1Snu9r3Uzgqkky7neKQKKgODtaGt5IEXLhAUwy0jSFFURvKiQRdf4Dq9daMaadA9XvrdNL7JQpSNhvdJgpTZ8/S77Xg7dhYureicArQz4pCeYIYKVWNoxbYW/X9nJxUG7vaHHdwEOjtpWtnLcTcSIRyn0I5biTCOS5Qnd4C6e9nPJ6d49ps9Nk+dIiKNrXgrSxTp9z582qOK7wVOW4sRrlCNXtrMrymVC0hApEQ3iiqsRo/MkKJZV0dfR8eVhMtMUxUXMRCIWrcd3XRYp5W2qZTloHnnqOKutdLDaRolN4TsaaY3U6Jp9tN94nFyA2PB/D56G/Dw9XVE2H2BVskN9WAcNftpkaDzUbvs5hSkkxSghmLASdOAFdeaT1vAZrKNTlJ78PgICUfDgcddzJJP09P099tNjonYpj3fPYWqP6Ye+4cfZ5kmd5P0UAKh9UG/pYt9GVlbycngYsXKca6XHRsTqe6PobdTuckHqfzwd7S92r1dmyMbhOjp8XrDYfptoEBYOVK2iVJ/J9V3NV6G4tRgU3boBeLC0sSfWZjMfoS6xIB9D/V5C57qy6SPDKiuufx0Pso8pqJCZry/7KXWS9X0Oa4Hg/NcIjHydF8Oa6IuV7v/I651egtoLrrclFcEu2xujqKR04nFWciEeDYMeDqq63nLZAec/v706foJRJqPu9y0ec0GqXfq7ltZjJclKol5vMFu6WFLlCRCAUDAGhqUhvzdjsFswUL1PUiQiHge98DHn3UGtt0isXz9u5VA5coum3aRMd6/Lg67QtQ112QJDXRjESqryfCDHe1jx2PG7+eSrEId8+fJ1fFNAvRsNWOwhAJ5733Ak8/bQ1vAXL33/6NLtpDQ3Txtdmowef1ZnsrCoaiBwmYv95qH78aY+7ICBX56+rofRVfokdQO4Logx+kxvHRo9b0VoxKWLSIjj/TW4FY80ZMZ6w2b83YEEX7+NXobShEnTpiTQ9Zpi/ReSWmkdTVAXfcAbzudbTTmRVirtbb4WG1pz4QoJir9VaSyFOAjtvlonPT0FB97rK39J6IHLa1lRrB0Wh6jnvhAv09HAYefhj4wQ+s422uHNfjATZvJi8L5bgNDfRztXkLmJvjVpO3gOruuXP0Gfb51BFTIscVr91moxz3S1+iBdGt4C2QP8dds4auIZneipGqolMAqE5vTaaKS47MnDG7gVRNQ0Q7OylgnT1LF2lJomCwdi0FwFhMDQKveAXwylfSBe4DHwCefZYWpFu2jL5X4wKf2sXz2tro4ivW3YnFqOcsEKBjdjjUkSai98jjUdeNGBqinXU6Oyt9VCpm9iJpn68a6OwEli+nYqqiUKNBeJtI0IXK6QSuvx54+9vpPfzUp4A//rH6vQVUd3t7yUPRAFIUNXnO5W1jo/r/09Pz11ugOofld3aSp2fO0Hu5aBHtLpPp7StfCdx5J73P3/wmbWPu81nLW6+XjlFR6PMnNh7I520gQLePjVWnt/N5GpTIFXp7KbY0NtL7k+ltVxfwhS8AS5aQC29/O7BnT/XH3FzeioKbmA69Zo062k9MnfH5gIULydvRUbpftbnL3tKo06kpet9Wr87OcW02GiHV1UWjjf7u72gRZat4K3Jc8XkUOe7U1Ow5rljPsNq8BSozG6Ba6OykODo4SK9L621mjvvGN9Jtd98NPPNM9XsL5M9xAXUUeS5vGxro/8UastXorclwUaqWmI8jpWSZLmK/+x0FtHCYAlxTkzos1OcDVq0CPvMZ4Ic/BH72M+Chh+giF4vR/4fD6rD1alvgM3PxPJ9PHf4phsGePUvHMz4OrFsHfPjDdBxNTRT83W4KeseO0dart91WXcNgzXBXu8BkNbn7m9/Q8YseP6eTLlYrV1IStnw5cP/9wI9/DHz1q/Q/IlkT01Sr0Vsg3d2VK8lHgRjSfOpUbm9XraLvySRNW5yv3gLVG3P9frpNFGNyefvYY7TNvNdL76UkqQVYq3i7cKE6isbtLuztypXq+nBnzlSnt2aNOKlWbzdsUNeSamnJ7+3f/i39PDhIOYJYt8YKucLKlXQswluxVpbwdu1a4ItfpN79VavoHDQ10f+OjFDxo9rcne/evuxl5GAkQt6KNdAyc9yf/5xyXLEYeDisjqaqdm9FjivWNbPb6e+z5bhiGvXx49XnrRg5DJjX8ardjb1SCHeffJKcFUvL2Gy5Y+5PfkIdV8mkWowcG6teb4HsmNvYqP5tthx39Wo6D2JTmGrztgLw9L1aYr6NlBJDfcXwTjFCSvRS9/VRkL70Uvqga4d8Hj9O/9veTvc7f56OZ/Hi7AU+t22r1BESmQtcjo/T8Xo8dJxi17LBwfRjfd3r1PMDUHAMBICdO6tv+KsZ7koSPb4YNlxJtO6OjZGDbjeNNAkGqdjkctH6UVp39+6lxGv5cupVGRujY1m1ii5k1eQtkL3ApVgnQkznUhRKNC+9lEZ/ZXorim8NDdSAmo/eah+/mrwNhWhEhdNJyZj4PZ+3Q0PUW9jfT42kY8coKXO7q9tbgD6THo/awJ/NW7GrpMcDfPKT7G01eRuJUNHFbqfRfbGYmitkegtQbPZ46P8SCcodROOj2nOFUIim94sdIZPJbG8B4CUvofNz+LC6ePaSJcBnP1td7s5nb6NRun7abFSQkqTCOe6pU5QftrbSe372LB3PggXV7+3oqLoOqstF14tic9zm5urLcbUFIjOXqDD6c1IIrbsjI+RgfT3luKOj+XPcnh5yfelSut/wMB1LR0f1eQukuyvaoR4PfU7FiLVCuYIskx9NTdWZ45oMF6VqifnUay+GSwaD6i50IyN0DhYtojUgVqzIvzjeyAjdp6ODgl5/P13w3G66TzUt8Kld4FIsWApQ0rhwIV2s+/uBu+6iodriWLu6gGuvpaC5bx9dqJuagMsuq9yx5EIsXgmY4652l7BKoHW3qYm8czjotU1PF3ZXuLBsGRVqTp+mhse5c3SfavIWSF/EvbeX3utAgIoRoRD9bXSU3BUXY623Fy9S76/oWas25mvMbWuj72I4uqIU5217O72Pvb30+6lT1HtYrd7W1VGHRSRCP2/YQJ/R2bwdGQH+539opNTERGWPJRdmT4OqFm9FriDWUaqvp3XOZssVEglqTInlAU6fpt/d7upyN3MR99FR+oxu2ECf0VzeAunu/uAHNHr36qurr4E0n70Vi5uLUakf+UhxOe6qVZRjXLxIeaLbTdfgavU2EqFiG0Cdb21txeW4zz4LPPgg5f9XXVW5Y8mF1iOzilKxGBVHKoHWXb9fXeRbLGg+W64Qi6k57pkzVIy9cIHaPNXkLZC+iPvJk3Rbc7PaUTdbrtDXRzmu203uznPm7xixWmS+NJAyh/rW11PAstspkEWjNEXvla+kSnquoZDaRSMXLFCDQV+fOgWwWhacE691epqSYbFbw8KF6m46fj/1OGQeq81G5+D//T9aKDKRAJ56qhJHkR+zepG0j18t7oq1O8S6JhMThd3VetvYSAknQA2QkZHq8hZQX+/Zs+oU2eXL1UVJ6+vpe1tb+v2Et69+NfCGN9D/P/54RQ6hIPNlofNMb6em1ETskkvm5q3bra6vEIlQQbVavRULRQPkrcNRnLfXXw+8853k7RNPVNf6HsD8WTA601tFUaeDbNhABaZicwXRwPd66XFPnaLv1eSueK3j4/S5Aii/8fkKewuo7n7wg/Q/L7xQPQ0/wXz11u2moozdTr9HInPLcRctUkd9nj1Lt1Wjt+Ew5biyTM62tRWf477vffT5DIWoQFVNaEfciWUajECcK6B63BUxpKmJYu5ccoVAgB4DoGtxMFhd3gL0Olwu8lasjTWXHPf1rwde8xo1V5jncFGqlhCBz2HwALhKX7Azh/oODqq7qS1alD68Mx9i0cihIUpUFyygRr6iULJ58WL1LDinXZh1akpNTMSuFcUsjidJwKteRT9XW+Nee8E22t1KF1S17oZCdIGWJCqmZg5NzkWmtz4fTTkFqBFy/nz1eAvQ62htpc+TolDvmHgPinVXePvUU7l3OqskZsXcavJWloGBAbp9yRK6HszVW6dTTTZHR6k3tNq8XbFCXcRdXB+A4r3t6qLkuq9PnV5SLcxHbyWJ4iOgriM111wBoB5wUVA9e7a6FqcVmw+cPEmdV2LxcqB4bxctokKzotCIqWpivno7MEDvZ10dxaJSctxFi8gHUVAdHKwubzdsIG+np+n9LSXHvf56+rnaclxRTBU70RpJNbk7Pq4uyr90aWk5rt+vFlTPnKHibLV4C9DraGqiziuR44r4NNcc98kn0xdJn4dwUaqWEBdso7e6F48v1oQxG+1QX4Aa9wBdrLVbORfq5bPZaGtRvx/KmTOYGprCWMNSxGUblIkJSjg/9KHKLTinXQS7p4d2DIxGoUQimG5sx9ikHVNDU1DmspCuCHz79lGRoFrQFqXMcrdSa0Vo3Z2aotuamlSXZ3M3l7f2FsQc9VCmp+kx3/e+yi6UqHX38cfpXDscUBwOTEXtGBtJzs3dLVuoYTU9TTsOVhNmx9xq8DYcVhf8bm6mv5fibbQeEV8zFLHRxJveVD3e7tqV2slKkWVM2Rvm7m19vTpcv9oaSfPRW1mmGAKoI6NLyRXGopgILEMiloTS30//U8nFabXe7tuXKkIp8TjC3jaMjcpzzxVuvJG+s7fGPk8+MnNckSuI0fGleDscRrBxGeJJCUowSI9fTTnulVcC8TiUaBThxgUYG5dK9/bZZ6tr2rQoEBntrfY5qsFd0TYTo4mA0nIFVzvidjeUcJg+C+9/f3V4u3cvrTGYTFKO63Rialqae65wxRX0f2NjtMPrPIbXlKolzN6ZBFBHKJmJdnin10vfAWoEAMUP7+zqwr5bdmL6M/ei/fwROJQYQpIfDZIDdv9iNJw+Dbz0peoaITPzn2XYMm8qOT7KctbDw/Z0xuKWNhsQCiHctAgDE16gLwKH0oeE5MJgyzbU334bthaz9kN7Ow0XFbthvPOdpb1ovRHeip05jKTSvUhad0UDSXgLFOdulrfDGJd88NrtqGtvRcNvfwvccANw4IBh3gJFuBuJ0EXW6URwzXYcvehH27GjcCjDc3NXjPL7zndoeLPoDa0G5stuUAZ5OyY54XJ1wL+oHg0/+xktAHrmTGW9jUYpmVYUTC5cg6OTi9F8vBcOZWTuMffGGynW/va3wAc+YPwIj2KZL1P9td6Ka4vDob4PZeQK00oD6uxR2NwtaGhtzSmW6blCPA5EIgg3LcaJ6SXw9fbDoQTn7u0rX0lrUJ48SSO0xTTxSjMfvfV49M1x4YfP5oC9YSEaRkaqw9uZRfnDTYtwftIP+7lQaTnuypU0NfzECdqt8A1vKO1F641ZeQJQXe5meguUmCvEMC41oMFmg6t1ARr+9CfguuuA/fvNzRXGu2H7T423Tid1qLW14eK1b8Spnkm0Hzsy9xzX4aDj+fGPqSPgiitKf9EWp0oyJEYXRBAya2gzUJmilBjeuW8fPbcI+HV16nDJbdtmHd7Z3Q3seLAL465rcc26HrRJIxhSWuAcvIAPXPh3bPj0F9DwjW/Q0OmZxZqH2zbgPtyOx4a6Uus3b9hAhf25rgmaubGK2w3c1NaNu/t3wJcIUhHJ5QKOHkVyfBJRWcbdzf8N+7Lm1Gv9U6gTjQ/asHNrkc9/441UlHr8ceAd7zC+CFQMZnkLVH5XHa27mY37It3N523fmA//NvAP6PzJE2h48kl1G2idvRWvYVZ3o1FAUZAMTWP4yDDu9X8KznX+0ty98UYqSu3aRYWupqa5v2gjMMvdavJWxAzRi1+mt3snVuNzw+/Hy188gIYrrqAsMharnLfhMDAygmQkjpHJaXw+cGfp3l52GY0mGx0Fnn8euOaaub9oIzB7qn81eOvz0W1zjLdAHnflZlzR92Nc09eNte98PwKLPFTEqVSuAFCuMB1FcMKLTzd9snRvGxpoofPubuoIeN/75vaCjaIS3iqK+XmS1tsFC9TX4HbrkuMGLh7Duy58BRvu+gwavvQlmtZaKW+dTuDIESQnpzAtS/ho8wNwLg2Ul+OeOEHeVktRyixvgeqKueEw3aZTjjsyasMn+2/DJd/9MRp+/nN1J3ITcoVrkt349PgOLKoPom55O+U/J04Ao6OIj0/hk+Ofxa9cr0p7vXPOcX/8Y5oNEA5XbpH6CsPT92oJUZwxukikXaivEtV4zfBO9PbS0Emxc1mRwyW1a/GtWGnDhbZt2Nd6PS60bcPpTX+Gw9ImOHqPQXn+eQqoy5ZhQmpE9Ll9+KvnduBlUjeWLaNlRvbto40muruLPwSxOcXevfQYy5YB/gYZL99zL8bPBhFs6qBRYP39UBIJhOBDGPV4v7wT/a2dqde6bIUNg4O0scMLL9BxFeTlL6dzdfYsbcleDZjlrfY5KtWLJNxtaKDh5cmkuiNJEe4W8lZauwa/c7wKjt7jUA4dosfQ2VugSHejUSAYhGK3o7duI9yJKfxD8gspd8+3bkNzqw0DA8DHP56+1n1Oli6lDEOWadRJtWCWu9Xird9PSWUySVmfDt62rWrAr+yvh733JJRz5yiZrpS3Nhtw4QIUux0XXB2wJ2PleWu3V+c6J2ZPg6oGby9cUHOFIr0FCrjbfil+0flPCCddcPfsgvLHP6bEMj1XqKsDzpyBYrNhxN6OpGwrz1tAne7/xBNFJBYmYba3QJEnS2e03orNbeYQb4HCMffgpjfjlLQSjhNHoDz7LOWalcpxz5+HIsuYRCOmUYd/kO8vL8e97joq4B08qK4hV2nM8lb7HJWOuV4v+ToztU2PXCGyrhNP219OOW5PD+XOJuQKy5fK+LvJe+GYCmL/ZAeCCS8Nn5qehlJXj/GEF28Y+Co6OpB6vXOOuevXU54bjc79BdcQPFKqljCrGi9JFPhiscpV47u6aHj57bfTNKVYjBr527ZRwJulLJ25jmR/PxXxFy8GbJCxwn4OSVlC0u6CY3AQSqMfZ4a9CEkedEhn8I6L9+FDrmuhSDY0NtJgqrvvBj71KWqHiHgrSeqX+F1RgH/+Z1rWafFidQOfTqUHG3EEQ1I7Rvsk+OVRSKOjSCaBs7aVkJwSOsKHseBiD/40vQ0eD61VOTUFPPcccNNNdPgFewY8HtqK9He/o0bS+vV6vSOlM596kQB6c+68E7j1VroADQzQ56kIdzO9HRsj7ZcuBRw2GS9VuhFVXHA6HeRtU1Oat+8cvA8fLOCt1tdMb3O5Kzpwt2jcDZ2Jwo9zkABEmxZhdKABXrcNK6YOw320BycbtmF0lDqDkkng6aep/fMv/zLLx/bGG+ngH3+c1h+qBubLiBOA3pz77wfe8hbatWx0lOJJCd6Gw+TQokVAvVvGzYkfYAoeuJw2OMbGZrxtTHn7V0P34YPuayGjsLcAfc+Mv7lirqKkexs8p8BvPwVJURCva8SF6EJ43VPoCB9G/fEeHHRuQyhUorcPPww88wxNCxQjdirJfPN2507g3e+mwlQoRMddQq4gy7SfRFMTta3i9jq4XQqkSBJJ2QHH5CQUrzct5r69/z7cliPm/su/pM9YzxV7c3mbSKR7O9onwe89BykWQ0Jy4azUgTp3BB3hw/Cf6cHzsW2IRkvw9qqrqPNkZAR48UXgJS/R7S0pGbO9Fc9pxrSrTIS3t96qDtcoI8c9f558W7gQsEkKFtqHIMtA0uakXGH1mvQcdyB/jqtdrztXrgBkexuN5vA2PgRpfBzJpIQz9pWwOxV0hA+jrb8Hz0W3weej551TjtvSAmzfTqOqn3gCeNe7dHgzymQ+5ri33kqVxFiM4m6JOe7ICL3/S5cCdknGS7AHcdkBp8MBx8WLUAIBw3PctdM9WBU9glB9OxIJCYOnpuDHBUgAIq1LcaGvHhtwGMvGevDU+DbU1dHrnlPMlSTKFb7xDcpxX/1qvd8VS8BFqVpCVMbNuIA6nfR8larGA/TpvukmuuK98pW0RlKRk4i1a/FFIuq63y4XcKW7Bx2xYzjtWIN1tnNAOIzYqfMITy2F0y1hTG7DkvHD8MV7cMCxDQAFnj17gDvuoDyuEJOTwKFDdH3q7VVv39w4AqcSRdJVh+gUkDg/CCeAaGAhQkM+1DmScMSGER8YwUiCNnWy2+k1Kwodi+gZ2LmzQPC78UYqSv32t8Df/33l1zkx09tK9yIJmpuBzZvpSvvudxc9AV7rraKQA2Kzjuuae7AyegRnHKux3n0BjmQY8eOnMT21Fk63hKAy422sNG+B3O42NgLbm1R360IXkKxT4Ag0YLpxAeR+IO6sgxQehj04gpOD5G1dHb3lkQhtxjKrt9ddB3z5yzTC78wZ2uWk0pjlbrV4u3o17SQTi1GW19Y2Z28BShTFfhKvW0Lenrcvh7dxDI7wMJInzyAeXQ+n24Ug2rBk4jC8J/X11ukEti/UehtE0hWDo86JqbYVkIPkrW16GNLoCM7FKG+sr5+jt6tX01onp04Bv/89bQFdaebL2jyCri6Kt4EAre116aUl5QrDw9SDPz5OAzc3xXqwKH4Wfc4VWKFcBAYGMC15EJ5qhNMtYTjRhqWTh+HrzXb3Ix8pPVe4TOOtHIohGQ3CYQfCCzoQP22H3VkHe5RyhYGZU+/xzNFbp5Pyqp/+lBpJ1VSUMtpb7ePHYpWbStPVRevs2WzAn/0Z5bsleDs1pW4e6XYD2x09WBE7jjOO1Vgj9QGhEKKn+xGeWgSnW8JokmJuLm/LyXE7m3LnuJGWxQgPeNJzXLnMHFcUpf7mbyq/TIVZ3gLVE3MDAYq569YBb31rSTmuPOOAotDdXu7vwcrYEZx2rMF653k44hHEj59GeGpNKsddbECOu6GevI3a6+CUAE9oCMl6wNESQMTXimkk0aoMI3FxBKNhKkaVlOPecAMVpV58kT6wbW1Fn+5agYtStYTZ06CmpioX+MQKdE8/Tb//2Z9RFb5ItGvxiQ0iAOpNql80AkcyirC9HYklK+Dq74VtdBg2eQFsNidCsTq0Yxjt9pFUp7cs0+MsX051BkVRNyZUFHXIsSgkHD1Ko1slSe1FOj3ZgrjkRj0iCMszkcwJKK1tsA0DzkQEMcWFi4kWRCLqYyaTFLAbGqgX7MwZ4L77aEBUzvi/fTtdMMbGgO9/n7Z112NVwFIx01uRFFTygi3LwB/+QK2bq66ixL/I8671FlALUmNjgN1G3kZt7Ugs7QD6jkIKh+FNjCPqCiAcr0OLMoxWKbe3y5apI0gA1WHtV6a709NUXBgOqO56k5NQZABtbXDYAJsEOOIRRGUXBuItqc9DIkEXfrudPjMjI7N46/fTDj1PPw18/es0FbWS3iqKee5Wi7ePP07erl5N09JK8La+nhI/gOJe4iJ5G7PVIbloCdAfhjIeRlNiEGPupZiW61CfHEazkt/bzBibGX/PnUv3VqwJfT6ieusR3jY3w+G2wyZRzI3ILgzILalRgWLgRNHeih7Qr36V4m19fWW9BcybTlIt3j79NE2DcjqpgTSHIoPWXbGhl6LQdfaqVnL3on0ZljYn4Zwchv1iP2SlEU4bMBmvQwOGscg1gtMe9eXkyhVyeZsZb+NxCjnaXMGWnIZiB9Dohc3nyemtzUbOu1xz8BYgb3/6U+Cpp6hTIBSqrLtmeStJdHFKJCqf4/7pT/T7n/95yTnu+Lh6e18f8PKF5G3I3o7EIgmuwTOwj1wE5AWw2WwIReuwAMNY4BjBaR1y3GSSTmPvuOptRLbPrEkrAS2tsF0kb6OyC0Nyeo4ry3PMcV/6UqoInD8PPPYY5bvzwVugumJuMEiylJjjJpOqY8PDgFMibyN2ynHd549BCoVQn5xEwtWAqVgdWpVhtNqKb5sVynEBeh2nJ1sQgxtuOQLF5oVH1uS4ClCPCKJw4VyYvBWfh2SS4m3RMXfRItptuqeHctzLL698rmAyXJSqJSoxRLQSgU+sQHf4MLU2AOCzn6XjLnJFO+1afOIQbDYKJEeHWhCR3Qh4Iqhf0AgE6yElp+FDCKFkE+yJCOJwoW5pC9bMFLKnpihh/fjHZ88b9u4F3vY2GmHi9VIAO3gQ2BvvxEnnBqyP7INNaYBkA+DxwOu3w+NR4A8O4YBzG/YpnamcSUz9a2hQZ4W0tdGp6enJ81ocDhpl0t1N46B9vvJXBSwHM72tdC+ScPcPf6CKzvAwjVUu8rxrvRUfQeHtEY233iYvMNUE6eIwvAhhWg7AFiNvbW0tWLOc7jsXb4Fsd3t76f5/murEWc8GrJnYA5cShWSzAT4ffDbA41HQODaEfdI29KATbrea68fjlC82NNBxFPQWoEVfDxygxSW+853KeisqgoB5m0tU2tvnnqNE8/x56rUvwdumJrXnU5apoTKdJG99DV4g2Q5p8jS8yhRGZMARJW/jjS1Ys4Yer1xvBwdpRsHTk+Ttqsl9qJMnKeY2NMDnU73dK23DXrkT9fV0+hMJ+mpqmoO3Xi8F+eefp4VMPZ7KeQuoxdT54u3evTQc2umkDT7mcN6Fuy++SI0bMT00HAZOTagx1718AXBwGPb4NBxSErGYHW4lgrjkQuPKFqyZ6aUvJ1eYmqIdyP801YnT9RuwJrQPsiyTt42NKW/9wSG8CPK2ro7eblmmS86c4u2mTeTI7t3AzTfTz5WMuWZ5C6ib6FQyxz10iHJcSQI+8QmaDlVCjiv2VLHZ6LKlzRXqFzcBwX5IyRi8CCGcaIQjSTHXs6wFa1rovuV4K8t02X4x2YmTrg1YP70PU4qHvPX54G2QUt7ud+iQ49bVUW/FY48B738/xVvOcc1BuPv731Ml/MEHKV8rIVcQdZhcOa6nxQuE/JCGx+BTQhhNNsAWJ28d7S1Ys5TuW26ucPw4cDDUiePYgEti+zBiBxxIQnLYAI8HPihYYBvCrgR5C9BbkEyqG0vOKeYuWUKdVy++SDMqKultBZgfpbf5wnwYIqpdgc7jodfhdFJpew4r2om1+Hw+WholmQQ6OijwdY934oRzA5bVDUFSFMDng90O+B1TiEwraJWHcNK9Ef2tFIDEhhIbN866GQoANegODalr8rS2AopkwxedtyOo+LFUOQc7koDPB2lqCmucZxBy+PEfyduQkG2w2ShWiXnQ2g6Yujp6W0ZGCpzDX/2KMuxYjIJgOasClst88BZIdxegN7C5eU7nPde6vYsXU67zfKQTR23Z3jbaQohOK2hJDuGYYyNGlpTmLZDtrhhdPDJmw0NLbkdcdqBOisDuofH20tQU1jjOYAJ+/CdugyLZUh9ZMSpryRJ6jKK8/frX1R1dmpurw1ugtqdBab0VgcfvL9lbsW6vSNR2xzpxRNqApe50bz22aSQjCTTFh3DUthFjy/TztqVlZm2riA3fbr0dYbkOPoRgl2Sgri4Vcyck8hY2W6o9LnpUxY7WRXn7sY9Rhupw0HWrkt4C82PaqdZb8eb5fHM+78Jdh4Max3Y7xdxkEvh1fydO1c3EXIcDcLlgtwNNrilEI5QrnPVsRK9Pn1zB66WBdjJs+JrvdgSVRrQpQ5QreDyqtzY13jqdqreA2rCf1VuACqhHj1KukEig7BWEy2U+TPXXeltXR2+e263O/5mjtx4P9SNoc9w/BKk4lMoVvF7Y7UDAOYXoTI7b696IvmZ9vLXZ6HKtSDZ82U057mKlL2eOe698G5JKeo4L0M+ComLu739P3kajNEylGnKFWvYWSHdXUcrOcQcGyNulSynuPhvuxDF7jhzXHkIkQjnuccdGDC/WN8dVJBvut9+OKYcfiyKn4LAlYW/0AuEwpDNnUL/Ij52O2xCJ2VKbZIqCqqLQ6weK9Pa736VKmnjySucKJsNFqVqiEoHPzMX0tNsydHSoFRmvl34fH6exkUXuFNPVRcv5eL0UCMfGqJHkbbDh4WW3wxbw0zhhux2SoqDFNoZl8hkE4ccPFlJxaA6boaTQBt0zZyj+BAIUfH8Z6sI9C++Hs9ENKZFIlfnrr9qGX/3ZTuxr7ILLRYcYj9Pr9XjSh7lGIvT2iEZTznMYidALsNloLo3XS6On5ngOdaHWvQXS3RXzjSSJhlvM8bx3dQGf/CRd4JJJevsaGoAGvw2PLL8d8foZsSQJkqKgwTaFZclTCMKP/2m5DTJK8xbIdtdmo1MajwM/6u/C3oaXAg0+GinV1wdMTGBi9Tb856qdONjcBUlSpx46ndTAEm9JUd6Oj9MQZ7udzmU1eAuY17ivpLcdHSSc6PorwdsvfpHe80SC3u+6OqC13YbHOm7HpG1GqmgUkssFtyOJFYkTCMKPB/23wenWz1sR/pJJ4OGBLjzR/Fby1uGgUWAzCwr/56qdeNHXBZsNqekkbjfFXLEJbVHeivNXDd4C5q8pVWlvAfK2sbGk897VBbziFVTQcTioretyAR6fDb++5Ha422fEcrkgKQpapVGsUM5gHH48tFjfXKGlhbz98XAXvrfgdkgNHkiyTC2diQm4r9yGr21O9zaZJOU8HrWRX9Bb7TkUi/mIeSnVEHNrNVfIl+P6fCV7+4530N3tdspxfT7KcR9dcTsczTNiORzZOa7O3jY3k4c/n+jCvy++D07fTI47OZnKcf/3espx3e7cOa6gqJgbi9GdJYleAHtrLFp3Fy0iCWy2knOFO++kXCGZpMtxQwPga6S2WdKrJqCSosAvTWJZ8jSC8OO77VTU1CtXcDjo6ym5C7e7diLsaITbnoCk2Vxr73t2YnB9F5qb6TEiEXUGcH29upZmUd5OTtIq79WSK5gMF6VqiVqvxmduyyBat3V19Lt2TG+RhEK0Ft+ttwIPPAD87GfAe98LnFzchS+s3gm5cyu1oKJR2CJhnGnYjM8u3onnXF2izY1t22ZZvC4HYmOVrVvpMS5eVDtyV12zEO4tG2hh0W98A3joIUx+61H8OtyFzZuBr3yFpho3N9P0Y7EIpMgZC/YMaM+hiIyjo/S9xHNYNrXuLZB+3oW3LhddAUs474pC3v7lX9LgocceA77wBeDU0i58esFORDZspRFFiQSkZAKDng58ookaKuV4C2S7C9BHxONK4Nr1I3Btm5H0gQeg/OAhfHLzozi1tAuf/zzNpW9qolkhCxbQRXt6eo7eiit/MEgX6Ep7K5IvI6kGbwHqdQZKjrmLFwNr15J7X/868KMfUcw9vawLn1mwEyPLZqSKx2FXEgjWLcRHG3aip1F/b8U0PKcTuPHqSfL27rvpQvDQQ/jm6x5F75IuvPe96d52dJC34fAcvW1qUhe0Cocr5y2gToMysyglek3MIDNXEPOX6utLOu+JBF2jN2+mvRYefBD48Y9p6Zrd9V342atmxFIUKNEoHFNB9Pq34csbdqIb+uYKoRCdyvp64BUvl8nbv/orelEPPYSnP/QoevxdeNnL0r1dv34O3mrP4aJF6vCqsTH6Xil3zfIWqJkcNxgkb//pnyi0/d//0Z5AxxZ04csbdkLZujU118g+HcKpxk78+7KdeNahr7dDQ/S2eb3Almv9cG3dBFxzDfDNbwIPPYShrz6KJyKU437zm2qOu3kz3U+sS1VSrsA5rvFoz3tmnlDCeY/H6b1/+9vVePuZz1CO+2+LdiK2aSvF9XgcUjKOAe9qfKplJ/Z49M0VJifp5ScSwLGGl8C3uQP2zZuoh+2hh6A88igeONKFQICuDdqY29ZWYo4r2maVjrcVgNeUqiXMDHyV2HY0cwsnbeAT34eHZxmPrpJI0BIfkkRrn27aRLevWEEjqH410YXmt12Ll72jB/5PfwQjvWN4eOWd+Oh3X4pEgp6mnDXouroogPX00GMFgxQI6w/uRjwgwfnyl9NCowB+8UM63NWrab7z0qU0mvPsWXV3h9FRejsK9gxoz6HdDvT3Uy+SYI7nUBdq3Vsg/byLVUczx6PP4bz/6U/k7V/8Ba03DZCHf/oTsOtAF+5ady3e9zc98P7PfyH89At4qv1teOu/dGHjxvK9BdLdvXABuOceYO30ITji08DCAL0wScLhQ8CRY3Ta//Ivyd8dO+g1OBx0oQ4GqaE1J2/FIrTRqNoVxd7qj/a8axffE6+nRG+vuw54zWvU29/yFuCHP+zCLY3X4mPv6kHD07+E62eP4rDjSmx9dxc+/Wb9vR0ZocLYUF8Udcd6gAUS8OY3A8uXY3oa+PlH6T4330xrDAtvPR7ydnKyiJ5Y7fmz2Wikzvg4xVyPpzLeAuZNg9I+vqgAmkFmriCOV8TcOZ73AwfoLWtqAt74xvS1Tv75n4H7X+hCx73Xwvfsk/B+6g4MTdbhgVd8H998qB5HjuifKzz1FC1LWLd/N9AskaAzF4JHP0j3ecMbaOMr4W1Li9p5deoUHUvBEQTac+j30wmYmlLnbFfCXbN3mAYsneOGwzSTSpKocb98Zi3JhQuBv/1b4H9Hu7Dglmtx2dv2IfDxHRjui+B7az+Ff314G8bH9ff2wgWKuc6e3Ug2S7DfcAPtOAbgp1+nPqZt28jd5mZy99w5uuTH45TjilGuRcVcgBYQFFP+SziHujDfcgVxbnXIcd/4RjXHveQSWtbyT71d+Jet1+Kv/roHvgfuRej5w3hiybvwnv/oSi0ormeucOYMLVt8WWQvXHYZWLeBkhYAu56nSQEeD+231d6uxly7nWLu2Bhd9ueUK9jtdM0Uo/wqlSuYDBelaolar8Zrt2XwerMXvZx1PHo6+/erU+c2bFBvb26m4Zu33grc/c82+Hzb8FcXX4Mbov+H5gsHMDb2Ut3Wm7PZ1AXvFIV2sF39890YSQILL78cAF2of/xj+p83vYkCtajk33sv8OyzFMvGx6nj6bbbCvQMZG6DJZ5YbG8yx3OoC7XuLZB+3nP19s7hvIfDtAYiAFx9tXq7zUbroL7xjcB3vmfDjx7ZhpeGb8b7Q8fRnDiAtrY5bd4zK8LdbduokTO1czeGpoHGN25PzRF57DH63+uvp8+Z1tsXXyRvFYWKFEV76/XSuRNDXQD21igyt3sE0hdrneN5f+YZ+q71FgDe8x7a5Kv7aRtufHobVrgW4L6Rx9FkP4Yt66LYts2d/WAloo25Tifw/Q/1YHQogYWXtMO+bBkA2mQwHKbi/+WXk87C24MHydtYjOLtRz4yR2+BynqrfX6zRkoBdMLMKkrlyxXE85fo7ZVXpjcorr0WePWrgR/+EHjdn9tQX/cqfH54DZqVEdhPHsOuXVsNyRU6O4E9T4XgPXsY0/VA/fbtAICTJ9UFgt/wBlqrUnh75AiNNkkmgZUrgX/911lGEGjPYaa3QGXcrfWRUjrnuHv20EMsXkyrBggWLQI+8AEqqN76IRsaGi7F352/AVfHn0LzhQPo69tmWI77+OPAymO7MQqgbSbHjcVoxCxAOS6Qnis88wzF3LExunYUnSvkmsrGuYIx6Jjjjo1RvAJog2qB0wl89KNUD/rq12z4dv02vGriL/E34T40nz8An8+4HPfIEcDz4G4MJQHvO7an/kfkuK97HTWptN7u2UPeTkzQ9O855bjLl9PvRc39qx14+l4tUevV+MwV6LQXbM3YSHlzJ/buBX7zG+olyjcFV+y0m5loAtQIGRhITXfHAWkLJAlYM7XPsPXmJAm4+XXTWDl1AMPDQPJSCnzPPENTBxoa1B4DgILbY48B//IvNDT/ZS8DHn00PejJMtLPxWbNORTDagE6l6WsCqgHte4tkO6uSBZEojlHd/MlmgA1SgYHaeRRKAQctJG3q+NHcfdtEcPWSfzLvwQ2TO6iYforyNuREVprFKCN2gTC229+k7xdv542GynaW0VRz52YFsTeGoPW28zjnaO3+RJNgHo/T52iToJYDOhLLMSYrQV2OYEff+aQYd5eey1wOXYhkQBO+KmYqihqonnTTWqIFN4+/DC9/k2baEOskrytZLwFzHNXW8CsVK6gfV7RdV1irpBZTAWAyy4jd4eHgbGghCOOLbDZgLb+HsNyhbY24ObVL0KCjN74MpoLDdXbl7+cClKA6u1DD9FAwE2bgHe9K7txVNBdrbcAx1yjMCjHvfpqNY4JGhpo5NLEBI1WPminHe9WThrnrSQBb3nVGJZMn8DwMKBc9hIAwG9/S52q7e1U6BcId+++m/KEV796jjmuWPgPUBderYS3ZhZTqylXKDHHffZZ+r5uXXYN5vx5eqhQiNpnB2zk7drYAXzoVtmwXOGmm4D1k7sQHAPG11Exta+PchdJohxYILz96lfJ20suAR55ZI65gt+vFqQqmSuYDI+UqiVqvRovVqDbsUNdrVZR6Lhn5lHsu/42fOJmG44coQp1od008yWaYr05l4su3IkEcNCxFY4kcInrOCJj07jvvnpce63+S8m8omkfDtsTGJAW4dlfL8bKVdR4VxQaoe/OGDBgs9GQ0R/8gC7qYsAToO7Mmn4ubPjUDbdj6+kdqcWwIcvqYhVzXRVQD2rdWyDb3WSSbpuaoovNHNzNl2hq16Vta6O383xyIcbsbVhWP4S24cO4775LDfF2SeMkIo6jmADw43PbccVe4Hvfo2T36qtpHaHM0/HKV1KPfTAI9PbShRso0luxrUkoRO6yt8ag9VZs91iit/kSTeHt9DRNnb54EYjFJRx0bMVrnL/F0rH9hnlrtwOv8O3GBICfDVyO8Iv0+Tp4kBpIr3519unYto2Oq7sbOHGClv4DivRWNC7D4dJWYdULs6ZBSRI9Rzxe2VwhmaTXEQ7P2du+Pvqy22nUnBZZBv7rv2jqBkBPc8C+Fdc7fo8r63vwk5m1aY1w99Utu3ERwO/Dl2PsjzS16bHH6DjEaBPt6di2DXjta6mAduJE+t9ndVdsgxWPp332TXe31nffy5XjitcwPDwnbxVFjbm5ctz77qP7er30+0F7J5xO4FLXAUwGk7jvPrsh3r6qeQ+O2oAT0lq8+MsA2ttprStFoVHe2jqSOCWveQ3wv/9LuYI255nV27Nn1XUnJyaKmENlELXuLZDu7qlT6raLZea4WkSuIEk0o2V6GjihrEbU7kFrfRiBkZO47761hni7tmEAiqMPk1EbvvzMpbjSTaP+FIUKqYsXZ5+O17yGRk1Fo1RME9Nni8oV2trUDSYqFW8rQG0f3Xyj1oc2A+kr0EUi9Imenga2bcO+W3bibx7swt69tHRHod2LRaLpcGQnmmK9uQULqJEEAEO2BZjytMOGJK7wHTJsvTnHi7vg8QBPhbbjI3dIeNe7KNE8eDDVGZrFkiWUWMTjtN06kL4za+a5+JsHu7DvlplzOLPAZVmrApZLJXqRKrFdrnC3tZWOeWwsdd6LdbdQoqldJ3HFipnkTpJwxk89SVfU7TNuncQ9e9DWpuCsrQMfu78Vb34zNdYOHaJperl6rySJepEA4Ngx+l60t/E4eTs1xd4ajfB26VI6ZlEInGPMzZdoar1duFBt4J9u6ITNDlxmN9DbkRGskE8hkZTwpWcuw003Ua/8oUN0fdizJ/fdSvY2Gk27ZlXEW+0IjFp2V3i7Zg0dr2a3pFK83bpVdVMg3F26VF1q6VhdJ5wOYGX4ABa0Jg1zd9H5XbDbgZ9d2I63vAW45RZ6/adP5192JNNbYA7uivVNxsc55hqJ8Lazk55bbIwwR2+PHqUUw+Oht0+L8HbhQrWhfNq2CnKdF255Gpc2njTM27r9u+CpB343sR07dtCovV/+ktZwbmrKfZ9VqyifmZigkeDAHLxVFHV9C/bWWIS7zc10zKOjc4658Tiwezf9rB01B6TnCmJzSkWy4ax/CyABV9T1GJcr7N6N+npgT+QS3HO/B+95Dy1sfuAAda7mwm6nyw9QQq4wMYGyV2y3IFyUqiUypwUZSaUD3/e/T0MZ168HvvMdyA8/ik882ZXaSdfrpX/Nt5tmoURTu95cQwPdf/ly4EyAhk1ujPcgFjNmvbmLP9+NkWHgT4nLkUzS63U4KFB//OP5G/fr1tHPx45l7yosNhzSnotP/qYL8iOPUdfU+vXAhz+cPS7aLMz0tlLFVIHYW3zTJlrQ4aGHstwVa3nncrdQoqn11umkRG7RImCgnbzdEDPOW+zeDTkJdE9fjvFxuo46nfRa+vqyE2aBtpGU6a34XOb09tZb6c5vext7awZdXcD/+3/k7bvfnddbmy23t4USTa23kkQJ3oIFwPgK8nZN7CCS0YRh3oamgEPJ9RgIN6bWw3U46HOWz9tC8TbXtSfl7X/8B3l7zTWV81a7t3qtu9vVBXzsY+Ttq16V01uPJ/v6mCtXyPQWSHd3yZKZndBXr8S0wweXHMEa5bgxMffCBYwf6cfElAPPRralBo07HNRX94//mNvbNWvoWIeG1M1Lte7muvZ88jddkB/7CQ1lXb+etsKqlLuZ04KMpNLePvggebthA/CjH5Wc415+efbp0nobCFB+u2KlDWcaNgMANsX3GeOtomD4V7sxOgY8Hbs8Nfte5Lh33pnbW5dLbfjny3Ezrz2pmPva15K3H/sYe2sGXV20JsqmTbRw3Rxz3H37qM+mpSV7hL3WW7ebNs5ZvBgYaN0CANgYM8hbAGce3Y2BfmCXvD21G59YhvdLX8o/3bVQrpDr2pPy9qGHUjsBV8zbCsBFqVpCBD7t4qJGkWsBQTOZmKCK0YIFwFVXoeeALW0n3YsXaSHziYncu2kWWiMic23fpiYq/Pd6qZHUMdFjyHpz8sAgBvecRSIp4cKCS2G3UweZqLZnJh1atIFP25ugKHTcR4/S39POxQEbXazFAVZqWOh88hagK1JDA+2suG1bmruhEHnb30//muluoUQz01uvlz4evT7ydvnkIdQ7E/qvk6goUJ7fhXN9wH739tRGbZJEPbEdHfndzeetJNEI8AMH1MdK83brVvJWZKOVYL55Oz5O3l5zTZa3skyjOcW0oExvCyWamd46ndS4H/J2IGxvgD0RxVocN2R9T/n5XTh3Duhxpnvb1EQJ72zeijUlcl17xsdzeHvVVfTgklR5b4H54a7wtrMzy1tJAo4fJ3eTyWxvp6bUnGG2XEGSKN56vBJOeamRtCy435hc4Tny9qjzEth99anBb243XdLzeevxqOsQHj2aHnOnpsjbCxfo72nn4rCTWn9NTTQsrNLuzidvV60CLr00y9vz59XNesrNcZubqTh10kc9XcsnDPL25Cn0HxpFRHZjsH1zWo67dm3hHFd0YGV6K649x4/T37Ni7tq15G1ra+W8FQWi+eAtoOa4r31tVsydmCBvxYi3fDnuVVdlr4OW6a3PR495wkvedkzuh8up6O9tQsbgL/cgkQD6l2xP87ZQfgvk91aSKF86cCDHtefAzHzr66+n7zU+ZU/L/DnS+cB8mL4nCAbpeyAASFLWLrBTU/R9fJy+iwbHyMjsiWbmWpOCXl8noABLxg/hkvUJ3debO/XwboSngD7/JvgW+lK319dTfM9MOrSIRtLRo+m9CeGwOtNJ6KE9F6nx0uJEVYL55K2ipLuL7PcLSH87tO9XoUQzn7cX61Zgyt4IxKK4bukx/ddJ7OtD6NQgJsIOTKzcmloTQpIoiciVMAuEt6dPUyFOnAexzJmiUDEDyOOtOJeVoBLeiq7lSlDA20iE3rOpKXUgTi5vcyWa+byFJKHXuwXxOHBda4/+3ioKJn63B+EpoH/p5fCpIRdtbYW99fvV6dQ9PenXHvHZDYXoe05vp6bSdzIzE21jZT7E3ALeAhRzk0k1Z9C+X7t20d+WL89eMwTI7+5J70yuMLzPkLVpB39BucLptstTC5oDaru7mFzh2LH0c5HpLVCFMXc+rOMnKMJbIHeOOzxMRRpJokErmcyW4y4f68HGDYru3p59bMbbwDY0L1DfQ5+PCqaleBsK0Wc0HFaPpeq8nU85rlhWBcjpbmbbDFDfr+Hh0nLcc571SEhOuCNBdHWc093boz89CnkihESdD5OL16dyGJuNctxivD1xgo5PnAcxG1qW8+S48xQuStUSlZhOUqlqfMYFO7OCLq4B4sKt3U1ztkRTrNfn99N6c6Kh1ZtYjqGYH/X2GO5+01Hdi9fS7l2QFeBEYDu8XnX6klirolDAEoHv5El63eJciAsAoOqRtrPozPnD2Ji+BzMXKjHttFLehsOqnH4/gHR3RYM+82eXi7wslGjm83YqLGFvYgscduADXT36d7rs2oVEHDjs6ITT5071UjU3q29pPndbW0lBWaZTI86DuEgDs3hbyUSzEt4ClStmFIi52pckYo54v5qbCyeaeb2dAp6b7oTDDrxlowHenjgBZTSIMOrR37QJ7e10s5i2LX6eLeYGg+p50BZRc3rr86kr+VbKXRH7zBqtVemYW6K3LS2FvQXyu3vQ3olIFLhE2Y/bPqToe5oTCTh6XoCsAL1N29Haqm6kK2JvMd4ePZp+LkSupG3LVl3MNXMaVBV7CxTOccW6kxs3qm+blnzeHlHWYzLqQpNtHHe986yhOW5jo7pxz1xy3KNH6Zoy5xyXvTUHcZ6dTupRR+6Yqy0iivcrFqPOSadT3UBESz5vJ6ad2J/YBIcd+OB1+ucK8nMz3vovg81pT9U5RSdAIW+XL6djF6l/ZrwF8ng7T+GiVC0hPu1mDBGt5JpSgFpEmbngZFbQRYN+epp+1u6mOVuiCaSvp55ab25SQnB5J9auA17i1HklPVlGy+k9sElAj4tWXl+5kr6am+lfCgWsJUuoiBWPU8AW5yLzgp21s2g1XLDN9LbSvUjC2/r6VEaWb/dycdEW79fkJN2eL9EE8ng7AUyv24q162hdKd3ZvRsOJ3DIezkiESr0rlhBTgryuatd7FyS1POg7a0v6G0li6mV8BaovLszGVmx3gYCaqJ52WW5Hzqft+gkb5cH9+s/QmzG26P1l2Iq6oDfTzNlVq1S/6VQzBXeRiLp8Va8TDGoLc1bSUoVoyvmrplToLTPU+XeivdOvF+bN9PUTGDuucKB2Dq4G924dPUEulac1fd4jhyBWw4j7GjECWktXC6aobR2rZqWFePtsWPquRgcVHOFRELd3LTqYm4lpu9VobfavQrEaAs9ctyxSQeCSy7B2nXAFfX79T2eaBRNfT2wScC+mRx39WqKtyIkFvJWu9j5woUl5LjsrTmItoSYpo50d4W3ogNH+36Ju152mToiMJN8ucLUGsoVLpF19hZA+9ndsEnAfjd5u3Qp5biLFtHfC3mrXezcbp9DjjtP4aJULVGJxfQqOd8eSF1wMivootc6maRhk2I3TSD/7mWZdHXRznfa9eZu/tQWBPygRVL05NgxNNomYW/0YNfkBigKJZjiYj1bwNIudn7ihHouhofpHCgKBe6sXciroSg1n3qRMrwF0t0dHVXfr7Gx9PermAYSkNvb27814+1+nRv3iQTw4ovw+YDwpu0YGqKbm5rUQRizuZvL2wsX1PMQChXwNhpVu47Nxkxvtc9RCXcVRXV3JihpvRU7xovZqbm8vfTSVMdpTnJ5+8VfrEGg3U0V2VOn9D2mXbvg8wFjq7enGnqNjeqlrRRvz5xRz0M4nMNbQHW3UlOmzfQWqJ6Ym8Pbc+fyXx+PHqW7+ny0xnchMt393g8duPQdm4zJFWa8vbj0JRgctkFRqENKjKyezVvtYucTE3Qu6uvVDjzxUc8bcys51X8+5go5vD1zRm3IJhLqCPnbbqOXK3YNLSVXeP1dBuW4+/ejwR1DoqkV+8eXQ1Eo1jY20p9n81a72LmIuY2N6TlTwRyXvTUH0ZYQjRekuzs2pr5fo6P65bgf+KpB3obDaB08CI8X+OP0S6AodDyi5lZMMUnkCseP586Zcua485R5fOg1iKiM1/q2o0BWLxKQeyfdRIJGbojdNA8fpgtXMYkmQMEhbb25S7dSFHn6aeCJJ2hfz1yr2xWLLNNjfPvbkCYn0X7jpWgI2LOmsRQTsLQL6nV1AZ/6FCWbiQSdi1Aox86i4vxVw/S9+TDfPoe3QPZOutEoXdvF+3XFFcUnmkAOb9evpZFZ/f3Ad79bvrcA3f/RR4H+fkgA3vnPK3NOwZrN3Uxvd+6kRdrFeZjZDTvd2/p69b2sVEHVTG8lqbIxVyzwBaQlm+L9WrJEfb8mJ9Pfr2J67QVZ3rocFKgnJ/X19vnngaeegjQ5ies+fFlJ3moXO7/sMjrelhb1PESjwJYtOXZyrnTMNXNdHqAqY67wdvVq9f2Kx+k9zfT2iiuKa0tmuittm8kVfv1r4De/0S9X+MlPIE1OovNvSvPW46GefkCNuX/915QT5br2VFWuMJ/WlCrg7SWXqO9VIkGL14v36sUX6fb29vRRn/nIm+M+9ZS+3n73u5AmJ7H49ZfBH5BKynG1U/i6uoC77iKf8117ALC3ZjNLjhsI5I4zW7dSnylAa0/ORpa3Wy5RVw9/5BH9coUf/QjSyAgWr/Eg3rygLG+PHaPzcP/96rpS0Sg9Tpa38xSTusoYU5hP06Ay5tsLurrogn3jjXQ6HA7g1a9WP+gi0bzyyhI7LS5coMrW5CTwnvdQ63nDBip/zzWadHfT/qBHjlCxIB7Hcrsd377l1fjEk104coRGOrlcFLBuu63wU2gDH0C9SJs3UzEqkaA52g88kBE4tb1IipK9CrEZsLcA6L295hrSIZGgf3nkERry+9xzc0s0s3jmGepOPX8e+PCHKWEo1VtAdffZZ1PDCbq+8CZ8+5bb5+yudrHzaJRe1tq1qreNjVT7SvNWkugEDQ7SOV24cO7HUC5meiueJx6vjLvC24aGrMDZ1QW87W3kqoi5//mftCvN5KSaaBZTlMqiuxv4/e8p5p48CXz/+/p4++KL5I7TiSu/f2tJ3vr99HkcHKQe0K4uSqxFQdXhoORT9O6nqPTo1Pk2fa9ArnDHHcAnP6m+X//wD9m5wjXXlPi8iQRtrbRnD/CLX1CnQLm5wqFDNLxLkrD5qS/j27f4S84Vzp2jXEGsT6jNFd7zHjoXOXOFahhVPY9zha4uWqfmTW9Svf2Lv8j29uqrS0znRkdpO7upKUpGPB59ctzz54FkEivdbnz7lpeW7O0vfqHmuF5vureiwc/eonLe5pgNIOjqohHT58+rAwZEbvfkk9QEWbVK3URkTuzeTaOpL14EduxQ1zEpN1f405+AiQm0NPbjiXU34b7G2/HYUFdJbbPjx+kYly+nkVXC20WLcuS48xQuStUSlRgiWmUXbIAaQmKhWoDaM6LeMpde+yy6u4EPfpCmCzkc9CQ+Hw0X3bFjbmXu7m66TzCorpbncAAXLmDrgzvw2P070ePvwsgI9b53ds4esLSLnScSlL+KdXrOn6e/ZT2GGPUgtoLQbkFlFuxtiomJdHcHBmgUSlmJptY1h4O6aBobS/M28/FkmRpbzc3Avn3Yenru7orFzoNBoLeXhkJnejs9TQloGtqiVCWo1DSoShal8nibGXOPHKGi1PPPl5FoCs8GB+kcOxz6eQuQtzOPV4q3AI3yGxykRtLy5ZQPNzZSjbS/n/5WdUUpUUydD94mEupifEXkCkeOAH/+5/Q+9vZSHLriihKet7sb+OIX6ZrqdJL8slx+riDWInQ4gCNHsLW/dG9/8xu1cS9yhY0baeSfx5PjMSrtrXYhpXmeK+TyFqBTVHaO++EPqzluIED5QrnetrRQ75okAX19Jee42vXQFCXbW5utgLfj4/QZrETLfz7luBnr/WqR5XR3p6fpd79fB2937KAE2uGgOKlXrpBMpnLc1r59+EzjDrz7jp04u6KraG9XrFAXOz9/PtvbSs20rEa4KFVL8BBRAGqhvr2dOn3GxijJlKQyEk1Zpqp5MEjl/YEBijBtbTQW/uxZ4LOfpQUbZJmSp2SSvhIJ9SuZpHN29930GAsWqCve1dfTfIIzZ2D7wn3Y9ui1c7qAisXOxVomhw7R7a98Jc18GRjIMRjK7VbvFAxWtig1z71NJtX20+LFNCjv0CH6ueQLttbbFSuoYhkOk2tab9eupf/V+prL3Xhcdbe9nT5skkSfA4ejJHfFYufPPUfD8gcG6PaXvIRyjMlJ+vxmjRCr9LD8+TQNqoC3gBpztd6+5jU6ebtmDY04SSSoYbNsGQU44a1YPDDT1UIxd2BA3a5sZg5UKTF33TrKX48dUxf27+igns/+ftXlNCrtrZnTToHKeivElCR18Zocf9Z6C6jrTm7Zkt74Lwrh7vg4vdfT0xRzm5rUmHvPPXStz4y5mXlDprfBIB1LUxMJV4a3AHk7Pq4W/1/+cuB736tSb8UCLMC8zxUyvT17lq6Tg4PUqeN20wiOOaGNuYsWqauIa73NleNmxtxc8XZykrz1+ahKX6K3YrHz8XF6edoc9zvfyeOtdmHWiYn8u8QYyXzKcbULnWcQCqkfYeHu4cPA9u3UgQWUmSssX05D7gvluLnibGaucNddJFNrq5rjtrcDkgTpzBms/dl9WDsHd+12CveHDlGOK7x96UuBhx+mpx0eRmoH4PkMF6VMQJaBnh7MqUegJCoR+KpoMT2BuGC3tdEAjiNHKAiIBn9JiWZPDz1Qe7saVcfH6XaAosrvfkfdrLM9+OQkvSCHgwKmoKFBbeAfPkyPPYfMQix2vncvteFEL6goSoXDdFHIenl+v1qUEotNzGCKu5XwNpGozHTFAt4KPyWJ5tQ/9hhpsno1JZslJZpab+vr6cETiWxvX//64j4UWnfPnaPb6urU965Ed9eto6LUsWPUcwQAmzapM2UHBnIUpcQ5zNFzX3PeApWNuQW8BdSYe801NI3v0CFSq9iFS7PQemu3U+FcTCcByvNWx5irXeNEjATbtEnd6rxgIynHwrvsrc5ovc0R6ycm6PvVV9P0CbFeSFm99lp3x8epKHXunBovk0makvoXf1F6rtDYWJa3a9fS98FBmtkNUJ+F2CWqqr0F5n2OK7xdtow0OH+elDt6lG5/yUvUGFQ0Wm8TCar6jI7SF1AVOa7LRUX/kydptpZ4aFGUEhv72O2aO9nt9LyTk+SupijFbTMDKMJbj4fOtegIqK+ntonfT6OH5oTWW7FlXzSqT44rqvVerypGGblCZlFqyxZauk10YHFRiotShqOdUh2NlresQEFEbzFQ+9V4scUTULAXye+naRSiKCVywpISzZERegPr6ig4ud30u8BmU4tVHg9dCB0O9bv254EBan03NND9JIn+Jlo1dXV0dR0ZmfPLFEWpX/yC8gq/nzqmxPSogYEccbmpiaJiRg+oae5W4oItntesdVUERXjr89HFShSlxDazJSWamd4GAunvs/BWUSgzEJ5qvdW6299P7jY2qu62tamPV6K7onF/6BA9BUCN+6efpnn4BXvuM4pSNektUNmYW8BbQHX3qquoKNXbC+zaRYlmY2MJiabWW/G82r2/td7W1eWOs9rfc3nb2Ki2Xsr0tq+Pjhcgb8VLvXgxx53yjDgxzVsxBYq9TXmrHd22dy/wwgt0e9m5gtjmTrvjqXBXkihXyBVnM3MFrbdut3oRL9Fbsdh5Xx/wk5/QbZs2qUvzFfR2clJdzAgV8Bao/Rw3GqViJjBrjtvYqE4JKnm0CZDtrdOZXtjIl+Nq3S2U4zocaq5QZo578iTwv/9Lvy9dSp9fh0OtpWUtMdnURN6OjVH1FSZ6C5gbcys9UqqIEX5+P8WbX/2KvBUv9corSygKar212+kDIapfQP4ct1D77Phx1V2bLb1aVGausHcvdX4AlBeJqf45Y+48hItSBqKdliqKuJFI6dNcC2J2L1Iltx2dnlafN8dQ3MzA9+ijtFFeXx9dG8XCnnOipYWuWpEIVc03bqQioCTRVzhMgfDBB2evnu/dSysDNzbmWCgH9Bwul1qNmAPr1lHs3bOHroOrVtHvCxeShxcvqr2kKXKsFVERd830VjxvpYpSRXirKKTKuXOUT+ni7YoVlMVlevv1rxfX62OQu8JbMUvL76fh3QUbSfPJW+3zVHLESQ5vk0l1BvLq1dTu6O0FPv1p8vaGG0pINDO9bW2lYa9AVXkbCKjH+/zzlNNq10LLWUyttLdmT9+rUm+B9Ji7YQO1o++5hwaHrF1Ls0HmTKa7nZ1qY17r7gMPVDRXWLuWOvyfe071VsTbkZG0uhMhGmmyTCeupaUy3kqSOesCVdJbIabDQQWgPH8W18nHHwd++lMq1jgcJa6Dluntpk30XldZjrt+PXW6ihx382Y1x+3ro1whqygVCNCwqpl4YKq3QGV2Ro/HKzsboMgc97nnSBfdctxVq3K3zSqcK6xfT8f7wgvq4uZi4ASQJ1eYh/Ba7wahneba0UFxIhik68uKFfThvO++8nesTFGpoc2VXN+kri7n0BFt4JucpIbuE09QRf7YMeBDH6KL0pzo7KSsTdvraberydHQEBWqOjtLeyyBosztsTIIBul4xTDRX/4SuOkmiqNAcY2kzCnakQi9LFHTMMxdM7zVZtmVdHeWC/aRI+Tq/v008vjQIeCrX62wt/keT1CGu2LqgfB2/37aXUh0RhX0duacZsZcsc17TXgLVEfMzbPorlBh714a1X7oEC2kfOgQxSBdvNWuYlsl3nZ3U0NGeHvkCO3EI0blFlNMzfRWlimPNszb+TRSqoC3gBpzT54Efv7zdG8PHgT++McSnjPTNVFEqaJcobsb+L//S59O8qUv0WfX7aaHHhzMuJMkpU2ZzvRWrPVjirdmNLSrxdscx6rNFcJhyvl++Ut6L0+cAN77Xh1irhjBX0XeAmpOL9z98Y8pxxWX49ly3Exv6+rodNfVGeQtULnZANrRhWagncUyS4577hwVxffsoRHxhw/Trr21muOePUvHKLzdvZu8FaeLR0oRXJQyCO0015kNJ3DuHBVsM6dU64K2KGXmDg+V7P3MMyRfjNzs76ftnsNhOiVuN91F9IbMKfjZbDSud2ZRXExNUTV+aop+9/upNVJMD56ej6Whuxv413/NfbxPPqmOlMoiYxqU1t3hYfJW3M9Qd824YIth6drnNQtFUa/KOdwV3o6PA//4j+nvo9dL57yi3hrxeKDjyTzeQIC8/Z//Kc3bcJiSALHmhOW91T5PlcVcoXQsRpuTjo6q76NYeqxWvd2xI/14GxrI23vuoVM2OpqjTSvO4fQ0EI1mLVfY20tfYpACe1sGRUzfCwaBz3+ecjStt8PDJXgLVH2uILzVHq/LRTNW/vEf1f+bbbHzzBz33DmKt6EQe1s2RU477esDPvc50kG8lzMb4dZsjvvv/577eP/whyJyhRzeXrxI53F42CBvAXM7AjJnA5hJkbNYRkcpV5ieTr92HjhQu7nCBz+YnuP6/eTtQw+pS6swXJQyjMwlMcT0cJGg1tXRzyVMqc6NdsvRWu9FKmLRXUUBfv1r+tfWVnU32ra2MnpDurpoXO/WrVRB6Ouj79u2zX28r56PhfTe9uZm9XhbW+l4YzFKGsV6PWlkjDjRuitGWGnfZsPcrfWe+8lJVbg8C/SL4b1ik8fM97Hi3ur8eFpvFy5Uj7e5mY5XrBFc0NuZeKD1NjPeAuxtWRTo/ZyYIG/F7IgVK9T3UaxpV8veLluWfrwrVlDD/MKFPCNO6utVZ4LBNG+jUXX5C6GX7t7Op933Zpl2OjlJ8SUUokW+RfrkdNL0tpJHTVRprpC5qaXwtqFBvb6cPEn+zTbKz/Qcl71NIXKF//s/+lmb89V6jivWKheDYUSuEI/TZ/nChRx3LuCtyHHFErG6ewtUZvqe9nnNQjuLRZxgDcLb557LzvnmQ467YIF6vC0tdLyRCHnLRSmC15QyCO00V49HTTDF9zKmVOdmPg7JL9CLFArRKMsFC+jnyUm6gPl8ZW3+QcHo2mv12bJDx8fS9v4Eg1TUF2tbA/TQp0/TMWeR0bjXuisu1NpRwJZ3VzxPpS7YPl/O0YzC25ERmjapHTlc5mZL+nqr4+Nlbvgj8HjoeBcsoOM9f568S8tztMVURUFLi8TeGsUs005DIfpau1bd5FFR1E3Patlb7Qxyr1c93qNH6ZwMDGRsaipJdB6HhoBgEC0tC1Leaju2Ewk1DrO3JTLLtNPJSeq9XrmSFBCbPIrlk0r2FqjKXCFzU0uxX4vW29On6XM72zSoljWqn2632oismRy3Sr0F1JgrtpEfH1dHYYglqKoi5hqU446MqG0r0Qff0kIdIwcO5Liz1tuMJYgycwXdvdU+uFmzAcSq72a7W0QxVbTNli5VF6YH5keOG43SQ0mSmictWKBOu63EEmDVBhelDEJMS923T91UDVB3oh8aog9cCVOqcyOCjxlT94DKXrDFGNACgS+RoJ5QsSHDwADFFPGBL2PzDwpKc85QjX0sbe+PaO9oa3ZeL3k3Wy8SkO6u6EUS19SacLdSBdUivZVldQMclys90awab3V6vMxeS3GsYlM0sc5kIkE99zMb5xDiPCYSwPQ0Ojs9KW/FRqTiz3Y7e1syYkgJkLcoJa5rohAu1vMT/17L3trtVGcWjXtA/fwmEgUa9zNFqc7L1XirLbqKdWp191Y7qtoMKtmBVSDmCm8BaiAA6iaPra30e1neAlWXK+Ta1PLixfTPKTCLtwB5q8kTxPkS92Vvy2SOOa4k0YhM7ftQNTHXgBy3qYmmgIm9LwDKG4rJcbXe1tenF6UM8VY77NVMd6u0KKX1FqCmpHZ54KrxVqfH03rrcqkbBIq2qM9HikQi5LSuxVALwtP3DCJzWmoySeKFw2VNqc6PCHpm7SYmnkdEcjOZpRdpYkKdtytGV3R2AkuWqP9jSG9IBcns/dm2Lb0YKirw8Tg5mEbGFuXCXZ9PnU4di5W9HEB+KuWu2fPti/TW5aL30WajHUq0uyXWsrd2O+2ks2qV+vdIhJIWsVNvGm632pocG0uLuaOjaswdH2dvy0I0kCSJsqkcf3Y46H0SReyODnovRd9FLXsL0FSoSy5Ri6li9EhOb4G0mKv19uJF1dtQiL0tmwKjqkW8dTjU97G1lWZsNDTQ77Xu7cKFlBuJMFqqt+fO1XCOW2XeyjLFBodDXWLB4yFvtbvO1bK7DQ10vNpjEzluOJxj6lceb3t7VW+npw3yVjwBUPvuzjKLJbNtZrfTdXP1avV/atlbpxPYsiW9czUaLZDjzkO4KGUgYlqqGKYYjVLgK3Waa0EqNX0PMD/wFVgEMpGgC7bPl72RiKDMzT+qktk2jBgZoYutz5cj8IkiiZjwDXLzjjvo/2cGoiAYrDF3K9WLVGDaqc9HU0m076Nwdz56OzREiXZOb4GsUX5dXcD991OSLmJuOUsLFGS+eev358zUJybo/Vm8mL0F1ONdvpzOSzE78IlcoalJ9TYUMshbXgsNgBpvW1rmt7eZx7tu3dy9XbRI9TYcZm/LpoC3YrdTn486reZrjpt5vMEgnZO6uhyjbPJ4u2qV6m00anCeANS+u0WM8PP5qAhlwMaMVUkxuUJbW4GYO8/gopTBdHUBb3kLXTzWrwcuvxx49FGdgx5QuakkQOWKUnku2AC1ne64Q/fNP6qWYjaM2L5d3W0kDbHotqKoW8CBRlpt3qy6+1//ZYC7iqJetM2eelpF3gJ0wZYk4G//lr3VHu9rX5vHWyAr2QSoUbVpk+rtP/1TjcTcKvf2DW9gb7XH+9d/TeelmGIqQH5u26Z6+453GOSt2VNJKuVtLKYOC85TlJIkWjaEvVWP90MfovMyNJQ+DRpAXm//4i9Ub1/60hr01uzZALMUUwFqxH74w+yu9ng7O/PkCuI8Tk6m8s2uLtrpTXi7cSPw7W8b6C1Q+zG3iLXQJAn4//4/9lZ7vNdfXyBXmGfUyNte3fT303BTMUDCkIXMRMPerOGhYp4CULkFowtcsBsagJe/XN8NGaqd2TaMuPRS+r+swOdwqPMVNMnm+fPqzjxNTTT9UfcLhbYXyeyhzVXkLaC6e9117K32eK+9lv5vtukkgkxvm5sNSnDMjrmV9naW7cmvvJK91R7vjTfS/822RblArCkhvPV4DPK2UtOgKjXCz+FQF/vSILzdvJm91R7v615Hp0yWaW2XNHJ4C6TnuDZbjXkLpOcpZlAg5gpv/X79Nx2rdmY7XjG6JitX0C7iI04g0r1taEj7k34IbyUpvd1kJJWOuXmmnYpBA696FXurPd6rrqL/45FSvNC5KZw/r/4sppeJGoBumN2LJFZhjsWqaoioGOgjlj7Re0OGaqfQ8fb00P/kDHxiZWKxpzsocGrJyEP1oRK9SFU4tDmZpLgAqMkme0vH+4c/0P/k9RZIK6aa4i0wfxbe1baCZvnzS1/K3orjFd4ND9N1P00TcS41rSBtngCwt2WjFTNHT6DIFTjeZh/vggXk48BA+tqUubxVlPSYOzFB1zPd29+V8hYgd82aeiUWQgRyxlyttwC7qz3eZ56h/8nKFSSJTlgwSOd2ZsGiXLnCsmU6v2Ctt2ZtrVbpolQOb0MhdcBhYyN7qz1eUazjkVJclDIUWQZ276btHh0Oaosmk2pvqK6YPd8egOJwIjQaw77fxeHbYExAkeWMD/EWBbYC1fhc13K9N2SodvIdr1gEM++Ik76+VEtIlml3krExmqNfV0fe6o62KGWSu4rDiVAIOLkrDrSa5G0nYCvQ+ykuSmKED8DeCmb1FkglQ7IMPPecCd4C5sdcpxMKgP4zcRz+jTFJ3Fy9BbI7AthbIhBQ+22GhmjdnRQZI05kGfjd72rb27HBOF6sIm9FrsDeZrNwIRWlshr34lyGw0A0CtnpRnc37XjmdKo7SQWDBixUbLa3DgcUUGP6hSfj8K8wKVdYG4FNbAlXIMfV7jnB7hKz5grBYFrM3b/fxBzX7LZZCDj2bBz2uurIcYW3Ho9aV2ZvCVH455FSBhalent78cgjj2DVqlXo7e3Fe9/7XgTyTFupRbq7gXvvpaB34QL1GjU10e4uY2MZW5vrgclDm7u7AceLLtiCU7j7wzEMziwsfvvt+g29FOfwyBFahNDtBratDuGro0kE/MhZjZ+lU39eIwLfbGuciPP+5JPq1q12O/Dss8DrX6/zizK5F6m7Gzj/ExdWngW+fjaGP3zbHG83bAD+OxrEAmDWdSJqtaeoVIS3o6PUwE8LcTm87e6mNpPwdvFig16YyTH38EkXEgeA3xyI4f7/Vb3Sy9183t63JIhVwKzTTjnmpiNJ5O65cxRz04pSObx9/nm1gWS30+YShmCyt7t7XHAfAM5FY/jAQfO8/deuILYA7G0J5M0VRIsykcCzvx7HZ7/Rjn376P+cTpoluXAheWxYUcqsHPePEhoOOhENxXH7jhhCHnNyhas7gvjPcSDQ7qZgkAF7m5+55Lj/8R/AU09RcUXE3KefBl7xCp1fVAXaZqO/cmHhBeCLn41hz1fNy3EfDI6jVULBHJe9zUZbTM1cxH++YVjz581vfjPuuOMO3Hzzzbj55pvxd3/3d0Y9VdXR3U0L6O3dS3HI7aZr+fg4cPw4BULdMXFoszi+kXEn7A5g+cIYGhtpZM2OHfR3vZ5j717qEVq2jL6f7Qni+DFgJOrN2fPAgS8/IvAVWjD66PNB7NgBvPACFUfcbjrvoRDwzW/q896mUQFv+wbI24XN5nm7bx9w6JkgguPgC/YcaWxUc/PBwYw/zpzLvv1jqfMuSene/vrXBngLmO7uf3/DidAk4HPF0rzSw91C3j75SH5vk0l1lB+7m03envuZczl2Kogd/6Bg715qFGm9PXiQOgZ0x8SNJbq7gU98mrz12M319js783sLcMwtRF5vJQkIBBAcB/7tzmBajuv1Uiw4fpxG/emOyd7u2AGMhihXWLHIvFzh3H7KcYfigZz3Y2/zU3Ck1EwcOPSMmuPa7ZRbNDRQzP3v/66NHPfCEHm7uNXEHHevghN7OMcthfZ2+h6NGrSumYUwpCjV29ub9vuqVavwpCHZVfUhy1RBDgaBjg5q2EsSjYBobqbr6ve/T/+nKyYNEdUen8vngk0C5EgMXi+N/hofB+67r7zjyzyHXi9dPLxeYMOCMSSSwIFzgZzPwYEvP6IXKRikRXXTaGqCAuCPPwsiGKT/tdsp4WxooAv31FT5720WFfDW1+yC3UbeejzmeLtyeRLu2ATOnQPkxkDWfdnb/IgRJ0COZHPG2yPPBlPLoSWTdJ+WFvI2EjHAW8B8d8Mu1NUBTpnWidAr5hbydsUKoG56jLz1FzftlFHJ620gAAVA36kYImPT6OhQe0ibmoD6esoV7r3XAG/FOiMmeTsyOeOtEkMyaZ63jtCMt4HC00455mZTaMSJEmjCuXOALTiGjg5yVuS4TU3k7be+ZX1vg0HA6aEcV4mal+Oub6ccd09vU87nYG/zo50GlbVh4kyu8NvHxhAMAm1talHK66XvoVBt5LiegAs2m8lts6UhKIlk3hyXvc2P06mOLJ3v60oZUpR68skn0dzcnHZbc3MzXnjhBSOerqro6aEhje3tdKEWU8PdbhLP5aJtIMWi07phUuDTHl/C5kIkAlw4E0ckQsfb1gYcPlze8WmfA6CljlK76iWDcDqBvlAg53Nw4z4/Ph+N2ANyjJby+xEKAdP9QbS3q/mf8FaMPin3vc2iQt5GY8DoxTjGxozxVmypLUb2eJMTcDkVTIUl9JxuzLove1uYvD2gM97Ko+St6EyXJGrYiw1vDh2yfsz1NrmQSAKTY/HUoth6uJvprdgdRhRJ2pxBhKeAY4OBrPtqp52atbGQlcjrbV0dJmNuhKeAlc3jkKT0mOty0deRI9b31t/mggIgOhXHyZP0NyO8jUYpt4rF6PfF9eTt2YlAzvtzzM1PoREnQzE/wlPAssbxvDnuqVPW91bkCtPTwLneOOJxY3IFRaEpvqLAL3LcsxOc486VtjZ6j+LxHBtFzOQKU+fHs3JcsXpEXV3t5LixKDDcH8f4uHE57sWL6g6dwtuRaS96DvMslrlScCbLPMKQolRQsxOSltEcq8hFo1FMTEykfVmZkRG6SIvpJuKC7XJRTLLZKBiOjOj8xCYFPu3xxW0uyArgQgxTU/T3urryj0/7HBMTFPTELhm+RBA2GzCKppzPwYEvP5JUINlsakIiDnhjY6nRJQC9B9pRx7q7WwFvEzYXlBlvxY53enubSNBCsRcu0OMKbyfQiJFgduudvS3MrN4mgqhzK6l1eEQDCaCYG41aP+ZKbhcUGXApqrdA+e5mXrPOn6eYm9pIB0HICjCcCGTdl70tTKFEM+xugqwArfYxJBKqTqKRZJi3onJrkrf2evLWiTiiESV1nHp7e/EiNUTFuQ7MeBtUAln35WmnhRHeDg1lj6yYcJC3LTZq9WtjrvDWkBzXZG/NynGDQfpddDSIXGFMCXCOO0ccDiq+AHPLcYVSimKAuxXwNqHx1qgcNxoF+vupbZZMAg2JMdhsQBDsbSkUnHo6jzB1Sd1cxap77rkHfr8/9bVM9/04zaWlhS7OIuAtXgwsX049yQ4HXeDF1BJdMamBpD2+pOSEolCyKRKTSIQKcOUcn/Y5xHmMx9XGvSwDYWcg53PwENHC5G0kBQJwOIEmKYhIBKkETLtTRjRa/nubRQW8TUhOYMbbcJj+bpS3AJ1L4e2Ug70thdm8dUgybOFQyluvVx0lJcv0XVdvFcW0ZFN4FY7TLmZOxBGLUSIIlO+u1ltFUTtSpqYAuxyHKz4FmwQ0Lg9k3ZcTzcIUSjQdLQHYJMAVDqbikNtNropcwWYzIFcwaRqU8CoUJW8BwIGEbrlCZq4lvosYUB8NwiYBnsWBrPuKghTA005z0dJCHiYS2Y1Y9wLy1j0dRDKpxguPh5QyLMc12VuR4wKAQzEux9U+bjKpyXFduXMFjrmFKSfHFRup6OpuBbwVOa6jEjlunrYZe1sY3oGPMKQoFQgEskZFjY6O5tx976677sL4+Hjq69y5c0a8JNPo7KRdCIaGKMH3eGgtKZeLLvKxGC0K19mp33PKMnDmBE1FOj/o1H8uvwbt8cUl2k3CqcQQDtPxDg0BGzeWd3za59DuQBQOA774GOJxwLskkPM5cm2Xy6gUWuPE5wMWeYIYHERa497ppPc2EgHWr9fPXVkGjh4gb0cmzfVWAXkrEkEjvZ2aUr11tBb2li/YucnrrcMBX7sXHi8QHxxL9Qp6vfRdxNzly/X1du/uBMbGgMkQINuNTTaFV4NB10wxlZLc6Wl9Ym4hb73xIOJxoM5nx+arfFn3ZW8LI7wdGlKLiIKW1QF4vDT1NNNbh4O8XbBA/1xheIDcPXbKnJjbP0LeAtRzb4S34voEqI1719QYPF5gzfZA1n1TywE08LTTXNjt6oiTzEbSkk3krTSheitGSYl4Gwjo723fafL27IB5uUIMlOO6YH6O27CMc4VSmC3HXeIL4uJF9bx7veSuotD5L/e91SLLwPFDlOMOBc3PcV2KfvE28zkyvRW5gqudvS0FHilFGFKUuuGGG3Levn379qzb3G43Ghsb076sjM1GW2/6/bS+wdQUJUhTU7S+jMMBrFql37bv3d3ATTcBD/xXHEeOAt/4jhM33WTQblNIP77hCZoG5VDiCIWA06fp9ttuK+/4tM8hknlFoS3hEyNBOOzAdW9qyvkcHPgKk7cXqakJEoD1iybgcSdTFzKHg5L8aJR+vuUWfdwV3n7sn8jbJ39vnrcDI5QcOBBHMgmcPKm/txcuqN6Oj9NaXQ470Pnywt5aPPwZRqFpUFJzE5YtAxbVBzE6Sufd7aaYOz1N3r7hDfp6+653kreHDgJveafTMG8B1au6BidiccAhx6EoNFXpzJny3c28ZglvQyFg/Ax5u2RTADZ79j7FYoQfe5ublhZ11JNYe0OQ8rZuDP39dN7r68nb8XG637XX6p8r/P5Jcveuj5sTc71+B6IxpHKFYFB/b3t7adCtotB5PHECaLYHsWwZYGvJXuic4+3s5Gsk2VrI23bHGM6epfMtNkIZHiZv16/X39v/+Tp5+5UHzMsVxkLOlLeTk/p4m/kc4polclx5lGLuq9+WnSskk0gVAtnd3MyW43YuHUuN9hEbUcVi9LvdDnzgA/rmCp/5VAJHjgL/92vzvB0cc0KRydt43Jgcd2BA9TYYBKIXyduX3MA5binwSCnCkKLUqlWr0n7v7e3F9u3bc46UqkW6uoCdO4GtW9VFYycmqMq8dq1alS8X7dacDXVx6q2qd+q6/WcuxPE1L6ALthSPIR6nRGTnTvq7Hs/xhS/QSLNEQt0qc3VLEGvXAZuuzq46JRLqCB8uSuUmby9SYyMgSQj4gXffNJ5auFi429RE7q5fX/5r0Hrr95C3kts8bxevdNHUmEQMiQRtaauntzt3qrsQRaPk5KYl5O2KztxicjG1MMLb4WF11lyKQAABP/C+twbh9VIBYGiIvF2yhLzVY1a41tsmH3lrdwB7epyGeguQV//0cRfFeCWWiofbtunjrvB20SLV20QC2LiIvG1dE8h5P/a2MJKkbtiRazpJwA+86y+Dqd32xsfJ29WryduM/WJKRuuuxxGD2w24fSbF3C9JcNZTrqBEaY0Tvb1duTLd246FEVyyJoqAH7w9eYnkbSTNePvaq4MIBOh8RyLk7SWXkLdutz6vIS3HdZO3Do95uUJDK3W8IkYxd+NGfXOFf/93dafNaJQa9yubKOZu6Qpk3WdyUm078LTT3BQaKQUAzXVhvOWNcfh8VGTp66NCn99P7m7aVP5rSMtx68lbm4k57sLltKaUyHFXrNA/x21sVL2dnAQ2LCRvV10WyHk/jrmF0XYC6FEfsCqO2f+lNB5++GHceeeduPzyy7Fr1y48/PDDRj1VVdLVRb2cPT00J7+lhRr0f/ZnVJWfnlZ3QiuFzK05688naA2VOidWLKQenfvu07enVUtXFzB1swuHdwIdLTFsagU+9CF9gp5gzRq6QExNUS9oXR3wurVjsPeBWv0ZaLcn92XPNGFQoBfJZqOrzPg4XOEgNm9uxqteBVx1Fbn75S9T73PWjiZzJGtL2SB5K7mcWLHCHG+vvcuJ/bcAi5wxbFoKvOlN+nrb1QVs2aIWphwO4E0vG0PgReT0FuA1pWajqYmmQMdiVHBatEjzx5lk0xcfw+bN5NVf/zV5+9RTwE9+or+3jYkZb+12rOiQDPcWALZf7cTpdmBqLIb1K2hK4qOP6vd8XV3A61+vriXjcABvum4MgV3I2bAHONEshoULaeTkwEDG1AnRSLIHsXEj9Tp/4hNAayuNmPjXfy3fWyDbXffhBKQk4PQ4saLVnJh7cY0T547GsWFZDKMe4Fvf0s+Zri7g/e+nBr7w9s+uHEPgEChoiJXQNXC8nZ2800lmvF1YF8TatfTrrbfSNW/JEuAtbyHXxO6dpZKV456lmOuoc2JFmzneBl/txInvAavaYhhqBu6+G3jpS/V7jqVLgc2b1Ry3oQG4oX0M0ihyxlzhrVijlskmr7dinl4iAUcoiM2b2/CGN1BMbmkBPvc5us/YGK0FXCpZOe7ITK7gNjHH/ZAT+3YASzwxbFoMvPOd+ua411wDrFtHU3xFzL3p2jEEepA3V+CYWxhRTA2HqUg6X4vOhi10vmrVKnzuc5/DzTffjM997nPzZpSUFpuNegSvv56+19fTF0BJZzlkbs05NRZDPAYkJYdu23/ORtLmhN0BBDwxNDQgtd2zXpw6Rcd26aXUE1pfD0xdmGkFFej9bGgwrmFodUTgGxlR119MMXNO+w8HIUlUQBXuih57vb0NB2OIRsz11lbngt0ONLiM8TYYJBcbGoBXv5q+j53J7y3AjfvZ0I44yddIGjxOW5Rfd53qrVhwU29vo5MxRKaBBMzzFi7qta+3xdDURIlL1me4TE6fJl9f8xr6PnSCvS2X2Xrux05RvL3qKuCGG/T1Fkh3Nx4HoiGatmxqrmB3we4AWhuNiblnzqR7e/7QOC1jFQjkrIywt7Mzm7fT/UFEphW0t1Ojd9s2tc9FltVzXCpabwEgFKSpSKZ66yBvm7zGeHv6NOl57bVUTHHYFUQGZ89x2dv8aL1NG3EiSYDfDwXAhUMUc1//euNz3KlgHNGo+TmuzUajC43wtr+filGtrcArXkExd/x0kP6Yw1tZ5t1OZ8PtVk/dfF5XipvuJiMu2uX2gGq35gyFgOhUAtGYuvi4Htt/zoZ4LrtMO6gdO6bv458+Td9XrqRh4ZIiY/oiX7DLwe9Xh9YPDmb8sakJsTgtGC1JtKCh5k8A9PVWloHgSALxBBBJmuctXC7ISZpvD9AFO2tKWBkIbxctAi67jH4OnZ05cTm8TSR4nYhiyNsDOiNn8BSd40suyfqTrt4CwMjFBBJJIGy2tzJgn/FWUfRNNmMxdVvy172Ovo/1jlHjPs8IP14nYnZm83bqnHHeAunuDg0BiFHjPmEzP1cQMdeoXOFVr6LBUbbxMdoVjr0tmdm8DQejcMkRbNyodgI6HOo51TPmTkwAiTDtOlqLOe7q1TSToi45hfD4TDJSIMdlb/MjilLRqDo6J0VTE60dNUHrSmlXmjEiV0gkgMlRirdR2TxvFSdN39PGWz2nhJ06Rd+XL6eRfgAwdT5IP+SZxcLTTmeHFzvnopTp6BX4tFtzjo/Tos0AjV4C9Nn+czZSu+/N7AZ14oS+ge/MGfre0UEJuycxgXBo5glyVJ64KDU7klR4WH54CvAmxrF6tTqqDzDG28lJ9aIZh3newiUu2DFIEiUOwjU9yPQWACIXg3kb99ppp3zBzk8hb+MJQB6j3s+NG9U/GeFtIgHEw+RtwmRvxeKl0sx2ZseP6/fwfX0Uv30+GrXjcAD2ySBiUfCQ/DIotEU5AMQGgwByF6WmpsofDad1d2ICcCIOKDPbhsOkXMGm7tQL6Outoqgxd80amlbiSwRpfUke4VcywtvBwYy8rq4OcLtT28BrvQWMy3GFt2bmuImMHFdPb4HsjteUtx4PHVwG7O3sOJ2qE/lyXF+Cpkxrd940wttUvIW5Oa7ocBA57uRkjk7oMhDxVngLANGZ61ihYqqYQcnkptCGPvMFLkqZjBgiWm7g027NOT5OW38CNJ1Er+0/Z0Nsl9vaGIPLRXNhRU+7Hohq/IoVmgt2GFDy7OPMO0EVR6FG0tQU0JAYy0o0jfA2GKyMtwkbTYNyyjGsXEm36dkDqvV23Tq6CLvCQWpc5sgmhbc87bQws3nrSwSxcmX6Wn2GxVuY760YKQUAa1bo33Ov9dbppJ57btyXz2zFVPtkEFCUtGKqds2YYLC85xfu9vdTg8iBOBTQdBKz3I3P5AorFtHnRk9vh4Yo97DbaU2jzZtn95aLqbPT1qbuTJYVPzUx14xcQXS8mu2tyHEXNZO3Im/RC1GUWrFC420Y7G2ZFJMrmJXjio5XM3OF6Iy3RuW4Wm83baJZLLbJcSSSKLgWGntbmLxTpucR3AQyGVGNL3festias76eLtg2JQEowETEpdu2tbMhKv/19nhqGKxePUnJJHD2LP28ciU1kALKGOJxIFJXeEg+B77C5A18TU2YCgPeRDBrBxK9vfX7KWGwyeTtVMJ8bx1KHFu20G169oBqez9dLmD96gTqkyFqJOUYKcXeFkdBb6eAhvhYlrciPxodLW8Up9bbs2cBKUneTsvmeQunM1WU6txIia5R3gKiI2Asr7faaafsbn6Et1kjTmZ67W1IYv2SUNrmHJKU7m45CHftdiAyrcCuJKAowPi0+TF33Urytq+PCkl6ILxdupQKeZs2UcdKPm8BjrnF4HDQmjFAduM+5m1CNErnuVDMLQfhrdtNccYh00ipyaj53jbUxbF0Kd2mV8wNh9XRKx0dqreRCJ3fXLC3xTFrrmCCt42NVICyz3g7FTfRW4W8dUnx1I7ZeuYKogOro2Nm18IFE5CgUMzlWSwlwyOluChlOnquFdHVBbztbdSrapfjkBVgctqh23bLsyGq8XW2GNato9v0CnxiIT23mz6objewrj0IABhOBHLehwNfceQLfAmvH+GwsUPyAfLywx+mgqotSd6GY+Z5K3o/HUosdZx6XrC10/cA4NKVQQDAVNiWc34erxNRHHkv2H5/akh+Pm8TCZoKVQ5dXcB//ifFIuFtNGmet3A4UkWpLeup5/70aVq8Wg8yvdWOTs0VVHnaaXG0tlIDJJHIWEfE6cR4nIb1be3IXhVa75h7xRVAwEcFqWQSCIbMj7lt/hja2ug2vdZD004lAVRvIxEg4s6dDHDMLY58o/yG4nReO5rGsz77env7xjem57hmehtVjMtxhbctLRQ/AwFgeWMQADAcZ2/LIV+uMO3yIxKlJSrydbzq5e0//AON2hbeTkXN99ZtgLfJJHDuHP0sYu62jiAAIJjMPYuFvS0OHinFRSnT0TPwATQ8dPNmYEFzHJ564B8+5MSjj5rQQIKmGm+LY+1auk2vwKddSE9snrN+QRAA0D8dyHkfLkoVR77A1zfVBEUBWmxjWVvi6u1tPE7erlhM3r7yVeZ5G5XVXiRxwT5xAqkGfzkEg+rw/uXL6fvmpXTDUNzPO0GVgXbESTKp3p5oaEI4DHiSE7hkY/qb6Har0/n0cLehgYber1tJ3nasMc9bSFKq537ZwjgaGqjQIUaKlIt2+h6gNu6np4HpHKNTtduT87TT/NjtSBViMhtJg3E6r5uXZMup13QSgAqyo6PA1k1xeD2AvxH45ndNzBVmvHUbmCsIb5ubgQXuIADg7CSPOCkHEXMzvb0QpvO6rt1YbwEq5G7eDLQFKOZ+9JPmeRtTjPNWOwVKIDpez4fZ23LIl+OemYkHi+rGsmaZ6e1tJELeLl1A3r7uLyvgraS/t/39lL+LAQMAsGkRnbTBGHtbDjxSiotSpqNn4AuFaFtRSQK8zjgcTmBJh9O0BkJE7CYhqdX4XLs8yDKwdy/wm9/Q92Ia/5lTSQBgZVMQAHBmggNfOeQLfMcGAwCAJZ5gVu1EeDsxkV4QKJU//Ym89dWRt/5W87xN9SJJMSxbpi5K2deX/n/leLtokbpT29q2IADgYpR2fsmEvS2OlhaaUiLL6SNOTgw2IqlIcNgVLG3M3G5H34Kq8NbvIW9dXvO8BdTRqfX29JirpRRvtTvviZjb4ovCZydhj14MZN2HvS2eXCNOEgngQjgAQI0RWvT0dtcuittuWxx2B+BwAlu3Vybm6uktoMZcMcIPAJb4ggCAE8OBrP9PJnnaabHkGyl1OhgAAKwMBLPuo6e3w8PUmLbZgHoHxdzlqyvjrWjcG+ltx8z5FOc3E16bpzjyeXtyJh4snYkPWvT0VlE0Oa6bvG1eYH7bzCXFsHo1vY6Rkewd/0pxN9eAgbXtlAxcCAdyPgZ7WxyimDo5qd/0dqvBRSmT0WttHgDYvZsSrOXLAa+b5nCICrkZiOdygRbTs9sp+AwNqf/T3Q3cdBNNM7zlFvp+0010eyEyp5IA6oXk1FiAtnvOgBtJxSEC39AQNYwEB88HAABtzmDWfRob6QKkKOUv9CkSTUkCOhab721qpBRisNloxyYgvSdJT2+bbUE4ncCkPYCjR7Pvw94Wh82mjjjRJpsHj9gxbW+A1wtIweyMUq+YKxJNANi0dsZbmOctkB5zc/WAluqtduc9UYBGMAivl3ZpO3CyPus+7G3x5Oq57+0FxqUA7HZ1ZI8WPXMF4e1lnRTwk4rN1OFtas+9vt5qd97TdmC1z1zDxDVNC087LZ5c3iaTarFviTeYdR8jvN24EXDZyN2K5Lgaby9cUIuapXoL5O54Fefz+FAg5xqIHHOLI99IqUMXAgCA9gLxNhxGzvbFXDhzhkYUOZ3AkvbKtc3ciKGuTh21f+KE+j/l5rhabxe6x2C3AUEEUkUrLextcXg86jVpvk7h46KUyejdaw8A11wDuGa2HRUNbjPQVuOdTrUhLnqSuruBHTuoAt/YCCxbRt/37aPbCwU/7UJ6gobEGJwOYMIWyLmTBAe+4mhupoul2AlE8MIpktPvmMpaqMZmUxeCLNfdZ5+l75s20YgTwNwLdsrbmR3UMntA9fYWY2PweoGQI4CDB7Pvw94WT64e0IMHgUlHE7xe5KyY6hVzz55VE83N6833NpFQdzGrs2X33OvlbWqU5NgYPF4g5GjCwUM87bQc8nrrbILXU7iYWq63sqzG3K4rKebFTfQWACI5RpycPk2Nv3K8zdx5DwCgKGiS6KTtO9uU1bgX3vp8OZc/YTTk8vbUKWBUaYLdBjTBOG+BjBxXIncrkeO6EUNjo1rsOHGiPG+B3NP3mjAGmw0YkZtyTsvmmFscwttwWC0gyjLFAwBozuGt16vueFquu6lOgMsAj9P8XGHawBw3l7e2iSA8HsrDOMctj7y79c4TuChlMuKCHYkg51SeYtEmmldfDTilSjbu6bm1C+rJMnDvvdRG7OiggG+30/cVKyhI3Xdf7uGi2p33tI17aTzIjXsdkKTsnqTBQaAv6IMi2VDvgXoyNeiVbD7zDH2/+mpa1wmojLdOJABF0c1bIPeQfDHihL0tn3yN+ymHP29RSq8p08Lbyy6jIfmAuY37WAyI20RHgLoe2smTVEM20ttDh7KnZbO3xZNryvTBg8CUfcbbHPFWL28PHaIRzA0NmmKqySP8oiLmSnG0tlIHhyyTu3p4K3beAwCEw6h3JmCTgMGoP5VLCNjb4tF6Kz7/It56vIA0kd/bYLC8HU+jUWDPHvr56qsB50yeGTfRXTF9z5mR4x49Wp63mTvvCWwTQXg9uXOFZFId5cfuFsbtVjtRRa5w+jQtIG+zAfX2aFYDTJLS3S0HUZSqVI6birc6t82APB2vwSC8Ps5x9WC+ryvFRSmTqa+ngAmUl2xqE81LLlELQ6YGvtQFO70af/w4rXV15AjQ3k6JycWL6lQxSaJpOIcP0/9lkrnzXopgkHrunU04dCj9PomEOgeXd3iYnczAd+gQZhbLCcBuQ0459WgkZSWaFSxK2WwA4ukLQe7bp3orSTTVUHg1m7dA7ul7CFKiOeloytm45/n2xZPp7cgIJfchZxMtaJ5DTr2KqRVPNKNAQprZOVKOYckSup7EYsATT6R7OzGhJoLleFtfD0y7A5iYUNecEnCiWTy5iqmHDs1464Up3l5xBVDvootwHE5dNnYoltRIKcQgSWqukOnt9DTFXGBu3mqnkiAYhE0CnI31iNvcWbkCe1s87e30PRJRr1OHDmlGpuaQUxQDEgl1lEopvPACxbb2dnp/nRK5G0lWflR1d3e6t4kEXZOSybl5K3beSyFy3JmOAC2iIAXwtNNiyMwVDh4EorZ6uBtckICCo6rLmXo6MQEcOEA/U45L3kYr0vFauG0mSTTaVNTnZnM31857AGg2gCe3twDH3Lkw33fg46KUyUiSPoFPm2ja7WpF3MwL9nSCnsuppFfjjx2jxmI0Sos9X7xIhSZto6aujhKOzIX3gPTddNIW3M4YcaJt3IuESZJoWD5TmMzAJ3o33AsC9INBF+wXX0xPNCsx7VR4K4pSHR3Uyx4K0UVbeDsxQWvtaIfRF/JW7LwnSelDmxEMot5DjftgkD4LWviCXTyFvLXbUHCEn56JpihKmTqVJELrO9lsgJSIpzXu9+9XvU0kaL2iU6fUWbiFvAXy937aJKBuYQAAsnpA2dvi0e5ipijUlu/vp2vZbNNOy12bR1tMdc80UpKSs+x1U+ZCdCYvyey5P3xY9Ragxnpfn3o6ivU2M94CgKs9AIC9LQeXS+2M0sbckCMArwc5h0O5XDTqAiivoKr1VpIAl2L+9L1UjjvjrbZxr/W2v5++xDmazdtcU6DEgp35RlULbxsaeNppMeTMFSQJrrYA3WDQVP/nnqO3ctUqynNFQbMi3ipxQFFS66YODFBRSbg7NkbtMlEkBQq7m2vnPQDA+HiqmNrXl52GccwtHh4pxZiOHoFPOwUKAByiGl+B+fbOmWRBu8uDw6HuaiYKRtqenkiEkpeWluzHzTmVJJEAJifhmem5Hx1NrySLoNfYyNuTF0OuXiQA8C0N0A8GXbC13kqSphfJTG8TNM9DsgGIxeBwUAIBkKOZ3sZi6sKXxXi7cKE6GhIAMDYGmwQ0rwoAUIsbAq27TGHyedu0MkA/GDTiJDPRrETvZzQKJGwuim+x9B7QYFD1Vjs6QcTcQt5qd97LXAsNAAIr6QSyt6UjeqVjMXqvhLeNy2eKqQXi7eRk+oYUc2FggAo3Nht1YInFohMmF6Wmk+m5gvB2eFj1Nh5Xe+xF7C3kLZAnV5jx1ruUvdUDbcwNBilWhBwBGuGnHaKuodyYq91U4uqr6YZqyHGFt6OjtLag8FXE2bK8nZgAFIVGnNhp2qk2Z2Zv50a+XMG7JEA/GJTjpnkLTdvMzAEDM/FWsgFIJODz0Y7QAOUHmTnu9LR6jSnkbq6d9wAAY2Nw2AHfMjqB2oKqdrdTdnd2eE0pxnTKDXz9/XRRE4kmoF40zbxghxMzU0lmRkppd3lwuYANG+iCIHKWRIICnlhge+NGoLMz+3FzXrBnrsg2u4TFGyiyaYeJ8gV7bmgDXyym7oTUvHpGTgMu2FmJJirjbSQqpUaciKEkouc+mSRvh4bUCzZAyWFJ3gKpc7l4UwBAureJBDA1RT9zL9LsZK5xIpKf9vX5vdVj2ql2wV1A9TZWiZFSErK8nZoq3dtz53LsvAekzmX7ugAAZA3L52mnxeNwAK2t9PPAgOrtks35g6rfr3awlLrGifB2yxYaYSFG2CVsTlHXNAUxgtuRMao6GATWry/N23w774mTJQrVZ86kF2q5135uaHMFEQOWrHTB0eChXwyY6n/ihFqwvPRSAMkkxT1UZsSJ8LalhY7N66XFocXUJ/FZikbp50LeArl33hPeOpoasHg5dZzlynHZ2+LQeitGvQNqJ4sR3iYSwPPP089qrlCBhc4zZgMAasxVFDVX0BY9Q6Hic9w0b4GUu0s3BwCkeytiOcDTTotBO6p6PsJFqQpQbuATC5yLRBNQL5qVmL7nUNTsVgwTPXkSuP12tTcpmVQD3pkzdGG97bbco5ryLboLAPD7cclmyk601XhuIM0NbeA7fpwupoGAZqSUARfskyczEk0AjgpMOxVr82hHnGR66/VSEii8HRkp0Vsg5e6KrQEA6d5qtyfnaaez09pK516s4SF2k1lySYB+mKWYWsrCu9pEM1VMrcC002iUFjrP5+1tt5GfYm0TMU1sLt5mTpcG1HN76lT6oAhuJM0NbcwVSXvHtgD9MD6eJacklb/jaWYnAGIx2CRzp+8lk5r1J2dyhYULKcYmk8Db304OnTunehuJkNOFvM258x6Q8rZuYSA1OuDwYfXPnCvMjVzebtoEVU4Dpp4Kb7dvpw5OxGI06gMm57hJ0fGq5rhr19Jn8/rryaHeXtXbZHJ2b4E80/fEeQwE6PyCc9xy0E7fE94uXWrsEhX791MHUSBAhR9AjXmVaJvlGlUtctz6eso/hbvDw7PnCqITIM3bmVksgHo9y+Wtz6fZjILJiyimBoPlbYZmVbgoVQHKDXyZU/eQSKAuNg5ffAx1pw/n3zZBZ1IjpZLqBVu7y0NXF3DjjRSMZJkaVWNjwLZtwM6d9PdM8u28l8rKm5pwySX0ozbwcQNpbojANzhIF1KAFsyXmgL0iwEXbOFtKtGUZXjG++GLj8E3fNo0byORmca9hNQFW7se2ktfCrz73eneTkwAW7fm9xbIU5SKRmlsNIC1V9AJPHkydRNPO50jdjstxAkAf/wjdQL6/UDb2gDdWGD6nuatmBNZiaYso67/FHk7NWCqt5nF1BUr6LMUDtP06U98gkasJpPqtNO1a0vwFkidy4ZlASxcSImrtnHPMXduiJjb10e7dwHAuu0zQ3sVJX2o0AzlxNxwmNbwA9KLUh55EoHYRSgv7jXF3WgUiGsW6AeQth5aIAB88YvUSEokyNtEggpNxXibtvMeoMaAQIBzBR3QjjgR5/GSS1BUUUrPYmpdfBK++Bhcxw+aFnOnCuS4Tif52dSU7m1zc2Fv8+28x97qSyW9vfLKmXxOllEfGoQvPgbvxZPm5Qra2QAZOa5om7397ek57vh44bYZkGftSc2OKusvp+vZ4cOUg2j/zN4Wh88H2rQH83O0FDeDKkA5vZ/hMLB3L/189dWgbUBuugmtFw9h+fRRXPW19wA33US3G4yoxtvl9F4kgAKfolAyvXkzcPfdNEx/wwbghz/MH/QuXMiz856IbJoL9smT6lo/HPjmRksLNfCTSeCpp+i22S7YuvbaC2/3/BrLp4/iVU9/wjRvo1EaKaC9YK9aRUlEMEjORqPk7Qc/SMWoDRuAf/u3/N4ChaedwuFA63JPajfKI0fS/8zTTotH9ID+5jf0fdOmwsXUcnc8Fd5edRVge5q89X7/ASyfPopXn/s6FBO9zUw07XZ1PbTjx6lxvnkz8IY3AH/+53Ru/vZvS/AWyBlzRXKvnXbK7haH8Pbpp+m9bGgAlq10qMOddW4k7dmjFneWLQM5etddWDZ5CJcGf48Ft77NlJgbjQJJ20yukMydKyxfTo2mbduA97+fvH3Vq4rzNmsqicbbzZvpx1yNe/a2OIS358+rRWkjG/ejo+r18aqrQH6+4x1oH6Ycd/t97zAvx43PzAbIk+Neey39vmkTcOut9H39eurYykfenfdyeHtY08fM3s4N4e3kJLB7N/1sVlHqmmuQynHbDj2F5dNHcd3j/1TRHFd429dH7cjpacoV7riDvF23Drj//vwxVztgINe0U/j96FgpweOh5+/tpZvZ27kzn9eV4qJUBShnGlRaonm6G9ixA9i3D4rNgZjkRrTOT/va79hhePCbilMvkl1JpKYeiMDX30+jTi5epB6lD35wZrc1l5pw5EI7rDlzIT0AQCCAtja6oCeTao8zB765YbOp2z2L9+OSS1Dwqiy8DQbn3uEzNqY+z0uVGW/37oXicCImuTHtaDDN29RIKc0F2+1WhyQfPUqfM0kC3vQmahw1NKijDnIRDJKDWTvvabyFJKWG5Yvh5FxMnTvigp3T21Ao56rQ5cRckWi+2qPx1u1GTHIjYvcAe83zNmFzpRboF2hH+QlvX/Macnc2b4E8RSkx9w8AmpqyvNVOO+V1Iooj09tNm2aucUXE3HK8vfpqQPrjjLsnTiBpcyBkb0DC22hKzI1EaKSUTQKkeGFvr72WiqgNDdT5Vug6k3MKFJDT28OH1dmRHHPnhvD2zBlqbHq9M+fcIG+fe46+r18PtBya8Xb/fsiSA1GpDtE6c7wFNDlujmLqqVPkVShEBZBPfpKmlweD6oiSXBTjbUcHjZaYnlb/n72dGx6Pem2aa45bird9ffTlcABXRDW5gp3aZhFnBXJczWyAQID8VBTKcffupZj79rcDL3vZ7LlCf3+eAQOiKNXUBEkC57g6MJ934OOiVAUopxqfSjSvlCHddy8FhGXLoNjtgCQh5vTR1W58HLjvPkOHi4oLtnYxPe0uDw89RN83baILxEteQr/v2ZP/MWdbl0cb+CYnadTV3r1pxXqmSBYsoHM4NkY9J2vXQu1FytzTFeq5zTPTpCBiHbQN62T4H5zxtqMD0oy3UbvHNG/T1pSa8RZQk80nnqDeWrebepLm4m3WznsabwFKihQF+O1vaaTP3r30O3tbPO3tqreTk7QoJxoa1PmPOdwtNeaKRNNpl7H5cY23LifFW1s95GXmeRsv4O2RI8ALL9DP27er3u7dm3/3trw7701Pq88xM1JKbFTw5JP0XVHSTztTmJzeAob03CuKGnOvvlIG7p1xt60NkOxQJDsSbq8pMTe1a6QdOb09cQLYtYt+3r6dilVeLzX2xZpxuZg1VwgEsGoVxeOBAeD736fPAjeS5saCBeSTcLelZabAZ9CaUqnlKbTeLl0KxU7exp3meAuoS1TYZdXbBQso7iUSwCOP0G2XXkqebd1Kv5eV4wYCsNmoKDc5yd6WgzbHTSRmNmIqwttSdjwV3m7rlFH3ZTVXgG0mx3WY522+HFd0BPz0p3SJ9/tpXcpicty8O+9pvAXUHPeJJyjH7enhHHeuiFzhd7+bvXOm1uB0sgKUcsGWZapi//SnJOsrmnuoFTIzH0gCoECCrIAiRlsbdeP09BhxCACAUGymKKWpxgOUbE5OAj/+MX0Xi1rrUpTy+9HdDfzyl1SJ//KXgbe9Dfj2t+lfOPAVR3c38PjjdA6PHqWvt78deO5ogP4hRyvI4VBHohXrrixTUP3+98mF1yzWeCtJkBR55v8k07wVvUiZI07WrEn3dssWGuW3fTv9ff9+5F0cuBhvAUoEDhwAfvQj4JZbgM9+ln4vdZ2u+UZ3N/Dgg6q3hw/TOkrdf5TUD3+BdaXm6u3XvqZ66ziu9ZaGXSiQIMM8bxMZI/wASjQVhc7N2bOUTK9dS9P6AgFyNnPnPMFsO++hrg5wu9HfT4e3axett/b+95O383EhzlLo7gY+9jHV20OHgG9+c6bDXOfGvSwDP/kJTZ9IJIAtiibmppCgyDAl5mpHSmm9XbaMRk4PDQG/+pWaK9jtas6QL1fIu/MekNZIeuYZKnodOkSL+771rVSs41yheHbtUp09epTyhptuAg73B+gfdCqmyjI9169/TS68vClHjitVKMdNxlND7SQpO1coJcct5G13NzVIDx2i+sXb3kadvOxt8XR3A3/4g+rtwYPAzTcDu08E6B9yeNvQQPEHKN5dkSv88Ifkwo0LM3JcVC7HzcwVVq9O93bbNnpJwtsXXshfAMnrrXY2wMzTHTgA/M//UI57//30+9CQTgdX43R3A9/9Lnn7rW/RZ9+kWZ9VARelKoC4YIfDKGpb5pmpybjpJrrYHTkCPPTlEUxPRKnRMLN6ryzZ1YBSV0cPPjJizEGAFtOrT0zCPjmWimbd3cD//V968v2d79AxiMB3+LC6Hkkmsy26e/BCE3bsoLWnHA61UNLfT3P8Cw2bZojumZHFFy/S+XO7KdHZtw+49ZNNCI6Drmo5KjBzSTaFt299K/Doo+TCH/9X4208DilJ3VFJzGQCJngbi8jwxYNwT43Ri5rx9itfSff297+nY1iyhPKLRCJ/HjGbt2hqQnc38B//Qe5LEj2m00kjAn72s/lz0SkV4e2ZM6q3Hg8lPDt2AAPRGTnLbCQJb9/2NkqoDh0CTj6v8RaAFJmGBE3MNcHbaBRIwA53fJIOeqYL7fx5SrgPHlTdffObaSF4EXPFmhqZ5N15L8PbD36QLjMOB+We9fXk7Z497O1sCG+PHFG9dTjoWrVjB3ByNL+cc23cC3ff/361aPuvH8zIFSQgaWKuEI1SfK9PTtJBz3j79NN0zdZ2jNxxBx2D6AjI523enfcUJfX5/9MRyhWCQTrf9fVUfA2F6HnF2pxMfoS7oZDqbnMz5Qr/+a2ZXGEWb4vZ8VR4e/PN1Plz9CjwjX/P9laGed7KMhBL2inHnRgjGWdyhd/+Nj1X+NrX0r0tNDp1tul7PefI24EBOudOJ+W4Q0Pk7YkTRhxtbSG8HR5WvQ0EyNuP/JvG2zJ3PBXevuUtwC9+QS785kcab6PRVMer2TmuJzEB59QY5Qoz3n7rW+ne/vrXdAzr19Po1Kmp/KNTc+68B6TNBujupoXSQyG6adEiNcd95BHOFWZDeHvunHrNajRvtnJVwEWpCqDdGnO2wCckFQmUKCDsOd2CgVE3JoYiVF2QgElHMxRxwY5EqBuypcWQY1D+0I279rwJK8KH4Tx5FHjPezD88pvwjXd3pwpGbje9hJMn6RiOHqWdckTPQiZ5d94DgGAQCoDv/TyAYJB6qhwOuo/48CYSVPyYT0Md54qsGRG/eDEl9ZJESeSKFcDFiXqc7nNAAXI27oudc6/11uEgD+rqgIMDGm+HhgAoiNi8iEozc94M9hbd3XjHozfh8rFfw3v+KPDJT6a8PXkyvdHY30/HoG3c5+sBnW2klOwP4N57aeR2czOd90iEvs/kLkaP6LY0Wm9XrFC9DQTUEfHPH/Xr6q3XS8/hcAAnxjTejo8DkQhkyYaQw08x12hvAQT2d+Mv+v8brRcPAd/7HvC2t2H45Tfhf/6uO1Uw0jYad+xQp5KW6q3S6E+d94UL6bxPT1OiWVdHMZe9zY/W25Ur6f2QJHJr5UpS6RdPz3ibY9rpXNY40bor1v5oaQF2nyJ3JwdCwOgoJACTzmYacQIY7q7z2W7ccupuLBk/RLtqzHj7jXd3pwpGbnd68i0a9PlG4+XdeW9yEpBlKAD+/Wt+sbpByltxHZJl4AtfYG8LoXVXbIwiSfTzihXAwLSfRloG83sbi82+42muHLepSfVW5LgSgAmneTlu/Lfd+Ojhv0JH+BBsx48C73xnyltRMHK7yadjx+gY+vrU0anaxfUFeXfeA1I57jcf86dyXLudzqHbTV+JBPCDH7C3hdB6K65Z2hz3wtSMt4lETjlLyRVsNnp/vF6g53y2t2F7I+KYCVQm5Lj/f3tvHiZXdd75f28tXdV79aql1WqpkYQ0gBAyeMNtJ4Nwkl82m8hAvMxkMgZ+XmQIYGQydhI7OBjZEnZwEtvE8yNOvAG2x/bEngziiZ02DwZMWwiEBEINQnuvVb1WdS3398fbp86t6lq61ffe7lv6fp6nH6m7q2u593PPee97znnPf//X63B59Oeofv0l4BOfyHr76qu5Me6pU/IZnngC2L5d/rzYQEDBnfcAHePWS6wwPi7XgIpxfT65RuJxxgqlsHq7dq0cv2RS1/BzYdXnsoBJqSVANZBA6YbPKum6ddLRGYYUq5veuBUv+zYj+epJmLNTL0aD7RJomqbc8G/ZAmzdav8HmG2NN4wfQMoIAqEQzNo6pJ99Dh9/fRfe3dqbc9O4bp2+oEo1fEV33gOAaBQTE8ALJyNob5eGrrpafjU1JcmpqioJVh2cFet5DlpmFltrH6kb8LZ2A2fiTTLScZ4j9/nezszIczc3a2/jx8/BHBiEAWC0aoUEmi55u3rgABJGGGYwBLO6JuvtHzT1oqZG3msoJEGh8lZNz5/PjJMcZjvs18ci2eNeVye/mpwUb1V74PCMbk9T1ts24NWovd5mMjqBMLNZvJ0+PgjzjGyJMh5qk5lSaYe9BYDeXrz5m7vQHj8B0yfTQ82Ghqy7v9ug29zWVh3E/Pu/y2WlCvLmU87bgWRTQW9TKV3knN4Wx+qtYUgfBeR6e+Tc4rwFct3t6NDnp71dt7nma8dhZjJIVtVi2l8nwa0Lbe7az+/CmumXkfEFgJqaHG//oKl3TrIjFpPlC21txWenllsCNZapw4svB3K8TSR0DFVTQ2/LYXVXeRsO65t8f2sTpiaB2PG5coZCOj4rtfQ0v82Nx+fGuOlXX4cZj8P0+RALtroW4/r/bBcumngOaSMAhEMw6+uz3r6rpXdOsiMWA+6/v/TS06I77wHZGPfgiSa0t+vkASBtbiYj56G/n96Wolys0Ngewsh0ddk2dyHeFopxE8fPwpydDTXicoy7ZvgAkr4QzKoQzJqaHG/VwEh1tSzxz49xC3lbdOc9INvmvhbTsUJtrfzKGuM2N7PNLUUhb1Oze4i5tOpzWcCk1BIxn4bPKunwsE7qNzQA8Pnwva47YKSSMKfjSNfUIWMYCCQmpedrbARuv93+KrSzrbEZjeJMeJ1s9WwYmDLDeM3sQsSI4Y/P7ENVQNK59fW5F5SaGluo4Su68x4ARKNIJYHBVJNaQZNt+GYHR+HzSQPo4KxYzzM8LIF5OCydkhrFsAadUUSQSuK8a5xYvZ2c1P2+1dt00oQ5NQUEA5jy1aIqNQnTBW8RjWKwdh1SvirAZyCeqcp6e/3JfagJi7d1dbneKueOHZt7WIruvKd+CSCKpuxxt3bYakZAdbXjM7o9jdVbdVPp8+kbznAYGDVnvS1R6Hy+3iaTeucTq7dTqSDMkREgk8FkuBnh9CQCpxz0Fsi6G5yKYjTYnt3UYsKszbp788Q+GGYmO4NJudvfL76ZZuHZqeWSUmP+yBxvrSt7XViJ4Gms3gL6GKq6MOEwMJIp397GYtK3FUO529oqgzvqtQIBAD4ffrLmZvhmY4VEdSMMMw3ftDuxgm8iisGqNTB9fsA0c7z9k9F92eUt+bHC6tXyNOVihRxmj+FUlfbWenOvmoaqKnpbDqu7qp211jNK1kaQMYHMaKzgGr35JFStbe7AgL65r6+HtLlrbweSszFurcwo9Mfd8RazMW7GCMAwDEymdYz7vnP74DcKe6tm2hQawCrqbToNjI1JjJuMzGkvlLc+n8QM9LY4+TGuGlhStaLCYSA2jxh3vt6Oj+ft/j0bK2Rm0jCn4zBDISR8YQRn3PP2XLXEuIZhYDoTKhjj5ntbUyNPU2h2atGd94DsMRw1I3PaC8a488fqbSCg74FViZ8LJdZiUmqJmE/DNzwsjcO5czItGJAOT01Xj9c047R/DZLVDUCwCu2JkwgnxqR63QMPAD099r/x2dY43SJDvyZ8UqNiegYZGIhWtaFr6jDe1nAQtbX6c6oLqq1NLrYTJ/Q0ZkXRG6SZGWBqCoEgMFPdmG0wVcOnOoRMRi9ZIIVpaZFjpJaObdmid0EC5OeTgQgCQZx3h60a11hM6h+k03ptNAC82vwGnPatQSpcB1RXo33mJGpTY8hs3ea4t2hvR8Y0YBo+qQmUyPX2LbUHUV2tawIrb2dmpEgkoHc4UxTdeQ/IHqiaVY3Z417o5l7N9KO7hbF6C8i52LJFlpEB8vOpqllvz3PGifJ2ZkaWGk9PyzWizsmRth4cDm4Vb8NhNMXPojY1hslN25zzFsi6O1nTDtPnhwEAMzNIJZF1d0PqMK6sOpgTMCp3VXuaf3NfdOc9IHugwisi2eNe6OZejd7T28Lke7t6tXir2sJ4HJgOFW9vGxulvzTNgrnWLMPDcgNw4oR+Gmtd89U4jdeCFyHetBJ+M4X2xEkEptyJFRIN7TCNWW/TaaQSmay33fHDeHPNQbS25g6MzMzI0jygdFKqmLeBlkjOcc+PFUyT3pbD6m5jI7B5c+4N6XCqET5DdibF+Picv59vmzs9LTe9Z87Iz9ra9P26EQ7hVGAtkjWNQMCP9sRJhNyKcZtnY1xD3kwmL8Z9e+Qg6utzE8wzM/oYHTkyd3ZqUW9nxQxUGUhWNxT1FmCMWw6rt1VV0t52d+vfx+PARNCeGHd0VAZ+MhmJ69T5Ohm5FGf8HUiF62CEw2hPnERNyh1vVYybmb03y8RzvX1rncS4bW3yZ8pbv192Kyw0O7XozntA9kDVdkTmxLhTU3rzP8a4pcmPFdatk3sza4x7IRy/QPmHECdQoymqTcxkpCEYHhbptm6VDk2N7Pv9EtBaA83/fPpfMOmPYOhPbsT4m38LD35uGLVrW/CZ7211bp/u2dY40yhDOVPBBjRhCNXRM/AZDYgjjIg5hHX1wxhZq/9MXVBr1kgnceiQ7EC2ZYv+vOVG7esa/ehcXYfnDkpWX3UA6bQEmakU8J/+k3MraCqBrVsluHzuOTmGqsED9Mzi0KomObYlavOU8jYYlCAqlRJvm5vlvKvO7M1n/xdS/hAm3v67aPiL27D3phHEAi24/xtbUd/orLcIh5HJAJP+RgCjCI0NogqtWW9XBodx8cX6z6wdwZVXSpLtRz+SY1XWW8uB2nBVU/a4d3XpNfbK3WhUnp/uFibfW79fj3wqbxvXNaEujPP2tqFBgqjhYXnumho5p+pmec3IQbSYw0hs3oaqz/0PfHNfBi+cacGf/vVWvPVtDo7vzLo74wtjyh8E0gYwOYlQfQw+ozHr7mWrh5Fs0n+m3L3ySmlv/+//BS69VH/eojvvWQ5Ux6VN2Py8Pu51dbOFq2e9nZwE3vIWeluMfG/V0mBAe7vt4ibUzaDgXZDfLze90ah8RSJzvTUMKVo7MqJr1HV1WWYRpiZw9cAPMOmP4NRnv4S+Vxrw9E+H8Zbfa8HOzzgfKySrw0j6fEgHQkAmgerYWfiM1Vlvt7QPY7qAt296k2yacuCA7Ca4bp3+vOV23mvd2ITNcX3ca2vl7ShvEwlnV9tWAvnuqtk7gBzDs0MBGI31qKsbF3dVpnWW/No8hdrckRH5UrX71qyx3HSZJq4588+Y9Ecw8P9+EIMbr8Y3/3YYrRe34O5vO+9tul4+8HRVAxowinD0DHzGxqy36xuGMVrA2w0b5HMcPiw7xf7Gb8hn9fnKLzutW92Ii1f7ctpbIDfGpbelyfdW9d+AbnOr2mdj3AJt7ny8NQw5Zem0tLmtrbkbLvSceRgJfy3G3vkehHbdjL0fkxj3a49shS/gTow7FWiEgTGEYwMIGi1Zb1eHCse4ra1SO/Vf/1Xvzpcf487xFsi6u+lNuTFuMCgJKdPUMe727XS3GPneWmelZmOFbZV//JiUWiKsy0l6e2XW5ZEj0qZUVUnwmUrJ/+Nx2R1BdVAAsHryKC6O/hI1dQZW3fF+xMY70NcErKyFs/PfZtO55nQcQC2i1avQgVEEUnGsDAxhNFGDlL8KsYBO5+ZfUPX1MkX00CH5TKGQXIwqo14sKWVEIrjjViO7A1dbmxyfiQn523BYdolyKlapBHw+2RrbegxVgmRwUBrCt1wTgdGHssv38r0NhWS3jVRKXieZlHNpzewH0gm87ewjqKkFIh95H3xXXYEDLdLxJ5JAfpkF27AMQ5iZWkwEIjCra+GPT2KNcRpnZtrKevv00+JtXx/wwx9qbzs75fFzvLXsBOVrjuQc92BQEiCplByn1la6W4r5ePt774/AeBQlvZ2aAh5/XAYrrd6uWyfnJJ2WUcO1a2UQQCVSTRN4x4l/QU0tUPue3wF+8zfx2g+BYxPiraPMuusbiyPpq8VMQzuqJs6heuQUamvqkRqPl3R31Sppaycnxd/qavH2N35DHjtn5z2gqLehkFyrytuGBnpbivl4+ye3RWDsgdwFqLscC01Ncjoef1xuGKzebtwoo9uvvCLnNZkENm3KHWx429AP4E9MYaJ9Ha76kx78x0MG+pqArna4EisYiThMoxYTkQ7UTfYjNDaAxnAz4pPpkt5mMjJCPzgIfOhDerbOn/5pkZ33AB0rNOV6G4nketvURG/LMR93uy6OwEiMl10yXSjGrauT861mB2zcqJcQAcBF4wfQOXYIofogOm6/EWdebUFfE7ChAa7GuLGa1ViRjiE4M4n24Ahi8VBJb2MxSaQeOwb89V8DX/mKeHvHHeWXnRpNEdzxp7nHXBXpTybl+NDb0szH2+1vjcA4jAV7GwrpnZj9fvlZd7f+GwAIJ8fx5oEfoqYWaL71A0i84Qr0zf4+mQZCTt11K2/jcZhmrfgZHoI/MY0O4wzOzTSXjXF/9jOJEX79a+A739ExbmurPH6Ot7OrWIC5sUJV1eyOwbNtbns73S3FfLx1qkLEcqLCP97yRTViBw7oHRwaGuRGaHxcsqUvvSSZ6/XrZWtTVTRuchK46uVvIuAH6v/wP8PX2ZEdfVXLgRxjNp3rGx6UFm12CpcBWSKwwjyHw9iC542t2fdqXUb9xBOShZ+YkMaqs1M+94EDwH/8hy4cmIMasohE0NMjN5SXXy5b5o6OSoetRpLuv//C2DZzMViP4diYLA0ds8ws3nBlRB5YYhmU2m1GedvZKf3TL38pHdqGDeLt+HiutxuO/G80G1Gs2LYKvmuvAQB33J311hwclMLUBmB2rIEBoNk3itWZk2W9/bu/k58D0sGq3aK+850i3k5P6wXhee4mEnINKHdnZuhuOcp5e/k7IvLAAt6qWYHRKPCxj+V6axjS9vz7v0sCp7NTgii1gcLkJOB/5SVsTz+DzrU++N73XgAueQtk3a2dkDY31bwCCAZhzMygu+Yc2szBou5ecw3wiU/o5XcNDdpba6HWORRpc8fHc71NJultOcp5+9bfbtBZwSI3SdEo8LnP5XpbVSXOfuc7cl4+8hFpc0+d0m1uanwabzz+KAJ+oP3P3g+f33Dd23Bs1ttqkc8AsC5wsqy3t94qrgUCEpwrb++8U47HnJ33gKLequWNytt0mt7Oh3LurtgUkQeWiBWefTY3Vli1Sp7j0CGJI97yFrmxHxjIjRXe/Mq/SIx7w/8DX1uL6976R8RbMxAEVq6EAaADp9BeIsZV3g4NiZuqzX3uObk+X35ZXmIhMe7YmPY2k6G386Gct91XROSBJbw9ciTX2zVr5Dw8/bTMnNqyRe+gavX2kiPfQ51vGm1vugi+q9+SU9LBlRh3YPbezACwpgMGgFZjCKsyp8vGuF//urS5pinXqXL3+98vEiuoAcBAAKitLRrjZjISg9Dd0pTz1qkKEcsJzpRaIpqa5ML/+c8lObNunVy8r7wiN6jV1XITVVMDfPnLcjEfOSKd3TrjOK4J/gc6u4HI/3gfABdvkGbTuakP7sLK4eOYCrTJMOSZMwhOj6O5IYyfb7kdsUEfZoYlcN62TRq9q68GrrtO3mNNjXz+mRmZWr9qlXTAp0/nLlEEoAP12d6ip0cauZtv1stJZtvE7JbSF8oFfL709Mj5yJ+W7PMB+GlEHlRkxolpynIRtbwplZIR7YkJ8dDnk9H7++7L9bYmmMQHgt/Bxk1A5Nb3ZmcEhELivqPuqmGIj+7CijPHEa1qgxEKA/X1CA4MoKnah//YeitiQ8W9jcXkOE1OSsKitVWOwdNPy1KotWvzXlN5q/aNhnb3hRckHlKFqVeupLvzoaS3JyPyoALeqp1A+/r0DBNAbuCHhuR8ZzJys797d663VVXAnXXfxMZ2ILJzhzRWcL/NnfrFLqycOA5/sk2Eee011Aweh9lxEX6+Zm6be9tt8jmiURnsUDd9ytsDB+S6m+MtoN2d3ZnC2uZWVclbCgTkOqe35SnpLYzcNXp5aykbG6V98flkebphiJenTsk5SCblNP3lXwI7duiR/aEh4PcT/xsra8ew4ooOtH/sNwG4723iV7uwcsjibTSK8Nggmts78fP1pb1dt05qtkxOyv9ravRSxT/4gwKvWcLbcFj6rkBADjG9nR8l3X0sIg8qESs89pi4tm6dnMdXXhFnq6v11vQPPJDb5m42D+NNVX1Y0+VH0yf/GMASxLj/bRdWjhxHItQmwpw7h6rpCbREqvHzi0t7u2GD9PEzM9LHd3UBR4/qmTVzdt4r4W1trTyPNcFFb8tT0tuzEXlQCW9//Ws9izqZlHZoakrvQNnSAtxzT663DYEpXB/8PjauBSJ3vh8wDPhml6amUu7EuJkP78LKs7Mxbk01UFuL4NAQmmsC+Pllf1Yyxh0fl88fj8tnbWqS61TFuHNmSilvVfFDaHcPHpRfB4PiMGPc+VE6Vqh8mJRaIpqb5SZ+cFCW5o2Py429KsC5bp3eyruxUTLVStIt/+tbWPWCCeNtb8su8lXrptXEDEfp6UH/bQ8g+qm92JA6Apwcys7FDq1diXu+1o7rE3MvqAMH9I4VpikZ4LExafTUlO5EAnj+eWkss1hGkQA9WpRISJB+6JD8urpabiqPH5ctTq+++sK5kM8Hny/vOCvUFolFOuyJCflSM0peflkv2VMj+C+9NNfb9Yf+Det/MASjtRX4rd/KPqdr7vb0YHrPAzj2vr1YO3UE/tNDEmE0NSG4ciX++rYRvGdDaW8nJiSwjsXk5j6dloBjakpczsHq7WyHrdxNpeRYqqC1tlZuuOhuecp6qzKceVXnTVPOkyrw+coreubbihUS8Pf3z/V2VeI1bPl8LwzDAN773uzzud3m/vMbH8Dbn96LK6eOAEZCIuOqKtT+5htxzz/24Pq8IMa6Q5BpSlLKulOp8lYtm85iWXaqBgKsbe6qVbk7akYi9HY+FPUWkIOoklJ5TE/LeWqXuss4dUriBkBcbW2Vnx08mBvQjpydwfbPfweNGcC47b3ZE+O2t4+/6wF0fGcvLkscAQb1iFv15i7c8+M34vqXinurds9KJuU4qESGqvs2ByVmAW+7u+XGCpBwpaGB3s6X84kVVIw7MCCDALGYXr4WDkuMm04XjnEv+fa/YMUxwPjta6VxhvveHv7wA0j8zV5sSh4BTs1kqzeHOttxzz934fpocW/VIOnkpMQFra3i3Oho7hLFLCW83bxZnheQv121it7Ol8V4G4sBl1wi5+DoUb2yeu1aOb9Hjsz19qJnfoSufxuH0dkJvP3t2eesqnIhKQUAPT2I/fUDOPbBveiaPgLj5GyM29iI4OrVuOeTcVy/snSMG4tJUioWEx2TSYlRp6flWs5ZMp3nLaDdzWSkjU2nGeMulJKxQoXDpNQS0dgonZXa7enUKbkXaGiQbLTfLxfz0JA0ID5ksA0HgeGXgad+IFf3+9+ffT51/5VK6ZsOJxna0oPPXHo1fqfjID7+p7Mt3L/+K7B/P3x/+0Vsu/lmACMAWgBsBeDL2fIyEpHPf+6cHiTOZOS5VcCdRXUcsx2JtfNXM03U8hTrFqcHD164F/aiUB1MgQ47GJTjrKb/njqlRz3XrxcPC3qbHgB++nci+Q035BQ9cW0EFMD0lT34i0uvxoapg/jq3wwDrS3A668D998P3//3dWz7RBuAGRTz1u+XXYLGZ2u7JpPibcHdsfK8BXLdHRmRY6SWoNDdRVJbq4ckY7E5Uy6Vt9PTEhhNTMj5XLdOB0/Dw3neYhj4yQ/kBL/97TlDhW56CwAvRHqw/9Kr8eCug7goMiwfZO9e4NVX4fv1s9jm98v7nXV3eNiX9dbn04VHT5+WNlcV2p+zY+TEhPwCyFbbtHqrdh0CdGKA3i6Spia5Yy+y5VM6rXfiHRiQtkJtfJJOy5+praKz7j79IyB2XLIx73xn9rnc9ra/owdfvfRq7P6dg/itK4fl7vzznweGh+H77rexbds2lPK2oUEu5xMnZAbK9LRc4ipmyIl1ysQKCsYKNlFiqzIV48bj8qV2+mxqksErn69IrHD6eeDAv8l0IssggNventvUg32XXo3rNhzER/94NsZ9+GHgySfh+/LfYtv73gdrjGv1FhAFJyclXlCbaKRSEu8vxNtwWLfd9NYmSnhbV6fL+yUS4q3aQXr9ekkwFfR25gzwb1+VWOG97805waGQnH83EqoTV0iMuxUH8cVPzXp76BDwj/8I31f/AdvuqgcwhWIxrmFIHxONyvU7Oalj3KGhvBcrE+OqgvCMccl8YVJqCejtlfoQr78ujdQLL8jF2tAgjZ4qL6F2RVh7vBe4bnZO/uCgRGUdHdJyzG6jkL9uubra2c8QjwOm4cNw5zbgmtkfdnYCP/4x8Mgjsm2O2kN8tspjS0tPtqhlc7PclEejkqVPpaSh9/mAv/kbaRyz0zvzGj5rAwrIcYvH9ffhsO4wyHmgOpjR0dm16boKcm+vzOhLJmWmiSortmaNdrCgt6qHa2zM6cAAd4NN5e2ptm0wdsz+cOtW4MEHgSefBP7ojyS5UcTb2loZuD11SpaRqFF8wyjvLZDrbkODfG/d1YjuLgK1Rm9oSNy1JKV6e2UKejKpZ0v4fDohBRTxdmpqdu1pjaylsOD2TZJy17hiG9A9+8Njx4CHHgLe/W5p9Gdmsu6u/YM7EAr1ZL3t7JRZja+9pjciAGR5eHt7AW9ra7N38lZvq6rkUFt3NaK3i6TIyH1vL/CTn8i5GhyUY2wYshRC6Z2zVbSqzHv4sDRSmYw00E8+mT3BS+VtfPM2HSt8+MOynHr3bkk+qOxoAW87OuQmcWxMlt9OTUm/8/DDMrPxjjvmFyuonQnjcX0M6O0iKeHtZz+rY1zVV0YiudvKF2xzz52Tk9bVJY3V7E4iS+VtdN027W1bm2xj+tBDIqDfX9Tb1laJccfHZSmYSkb97GeyVGq+3gI6VqC3NlHC2717JUZIJrW3NTWS21eJ7YLejo7KyW5uzg3qsDQx7pn2bdrbSy4BvvEN+YBPPqmnnBaJcVtbpZzKCy/oXR/nc28GzI1xo1HGuGT+cPKcy/T2ypraQ4ekgfP7paNSI/hqCZDaFeG6tl5s+NIuydzU1MiD1bqLXbuyVeOsSSk3svGqcc0ZZX/xRRkWUuu7Vq/OWQS/NdaLzZvlc5mmtGNqpY3KxFdXSxxi+WhzpohaNlIDINOZN23SpThygnSycFQHo9ZMzKLcnZqSDkrNbAPknMViRbxVd/1qFsudd+ZUO1QOLZm3Tzwh87MnJkSe1taS3qobm1RKvtTPynkL5Lrb2CjeWqdD091FUiDYVN5Go+KtaeqHnzlTxltVrTaZBPbsWTJvgSLubt4sd+YDA9KJqJ0jnnsOG760C9e19Wa9zWTkvabT2ttgcOHeBoPysqouF0BvF00Jb8+d096q8zg6muvtli3A1livrswL6EGhc+cKxgpL6m0gIFVcYzHpY0p4W1UlKk5N6VF7v1/6fVWjpLcX8gsVQBWJFTZskGOlRu7p7SIp4e3hw3NjXOsy94JtrrXw1/h4QW/VczlNQW/7++V6Uuv4OzqKemsYouH0tHimZke1teV5C5SNcTs6JFZQ28TT20WivFWNKLS36lZLeatmt81uMlfY2/p6fW+WTEqBsQKxghtJqYLe/vKXuvCrWgteIsatrRXHkkm9iVQotPBYoblZvJ0twwmA7pLSMCnlIplM7o5H1dV6uqRarvf663pXhEhDBrdjL4zY7B9MTMgTNTToRfr79gGZDAxDB1puNnzZDLj6cIahe87BQWndurqAWAy+L+7DHX+WQWOjNG4nT0onbRjS6KmZC7MPVx9tThHI2U0mcjp/tU4/J0jf6vxxqEjCYd2jzQabVndbWnStD8OQh6pi5wW9VYvp1d1szsnVMy6W1Nt4XHpOv1/WN5Xw9vjxud6uWlXeW2CuuzU1epY33bWBvJskq7crV2pvAXGgpLdquz6/XyKrJfTW+jo57v7DP8gPwmE9s3HWXWMshtuNfYg0ZPDaa+KuYegEh88n+dei3qp2HHO9VQWKAXprCyW87erS3qoEuNXbxkbg9tsy8N1vCS5iMb3GT30/e4KXhbf79ukNIKam5KuAt2qZrcp5KG8bGmSZTY670TEdEMwOhOR7q/J06rno7SIp4e369bq8gopPU6kyMe74uM7mbNhQ0FtgiWMFn08nIYaHS3p77pz8qdKyulpu1Mu1ufne+nyMcW1FeZtOAxMTc+7Nampy780ymTLeJhIidzi8fGPcmRlJRqkaFAuMcTs6CnirGuYSsUJNjY656C4pB5NSTpLJSBb98ceBAwdw8EAmZ62tGoRvapJr2ueTUaSBAVlr+/VbD6J1cPYPUim9oHflyrmLc+HuCKgawckGCtaFxLPTrTE4KC2k5b32NB7EAw9IwDI5qW+S/H49bTTnox3IyOjU6Kg0pJlMdiO1xkZpPK3bsVq3OGURvUUQiUiA+NOfznFX1ZWqrZVjrUZSJiflvOZ4C8g8YEBOaiCwfL3t6BBppqZk3n0JbwH5KH6/dLotLQW8ffFF8dZSMI3uOkxjo3jb2zvH26oqOWc1NXrFUFFvDUPuKExT7n7r6pbUW7W8GSjgbleXnkV75oz8blbG1oHD+PqtB7PeqtlR6jg0NRXw9tlnxVs1hRX01nGUt319Rdvbmhppc9WMKeXtAw8APY2WdiwalXPn9xfoUA+6PlOqaJu7erXedUAVHMrz9vLLJYwYG5PjUFUlx0FNvlUf7ciLGbz6zSd0YnYWeuswytuXXy4Y4yp3W1rknJWMcWdmpN8FCsa41qTUksYKK1ZIvQJA+gi1fr+It4GAJAhqaiQp5fcXaHNVPbnTpxnjuoEKYMfHgR//GEcfOYCXDmfm3JvV18/j3gzQ2ce2Nj0dbjnGuGvWyAdU66HLxLh+v45x29oKePvSS+LtyAhjBWIL1MIpentl4fiNNwIf/CBw441Yves6bI31ZjPYzc3SSW3cCFx6qWSPW1qAu+8Gvvc9YHuXZXHuiRM67az2kw2HpZWbXZy7FFNEs9l460Li+nodNaqq5Zb32tMD/PmfS+N28cXy2dvbc6d4hsPA5WO9WL3rOuAXv5DGb/duOaa9vejpkWD88sulbT15Uv7dto3bjS6a3l7gqackqfKpT81xNxIR1zZsAC67THZA3LRJzufdd+d5OzAg89dVRw0sX2+DwexOP/Px9rLLpI9X2+aqh2e9/da3xNsvfznrLQC66xS9vVLP7sUXga98ZY63dXVyftaskWNd0tuJCV30YOVK+XcZeKveBoBcd9Ua0JERnb2afb/bu4bntLcbN8rxUAOcOd7ed594+8Mf0ls36O0FvvAF8fbHP57jbTAo56mlBdi+fa63PT3QLgQCOsHT3q4jf4u7btfmKdnmrlol7zEelxsly3vd3jWM739fPmNLi5RFufRSuZdUS/UB4I2JXnzp5HVY/dmPiLd9ffTWDdR6pxdflKJJN9wwJ8ZtaZGQdV4x7uuvyx/V1+tpQRZvrXXsljxWiER0hlj1EyW8veIK+Vitrfr5VZvb8dF3y0DASy8BH/sYY1w36O2VpWsvvgh8/ONYc+eN+OKJ6/DGhLQZTU1yflSMW9LbM2fE0UBAn+BlECsU9DYU0nH4wMCc95of427dKmMHLS362suJFb7/ffH2C19gm0tsgYXOncBaxERtnxGPo/HV5/Dp0V24f/ABHF3Zg7Y23T4A0qY1NgJvetNsLKkW5547p7Paa9fqP8hbnOt2MT3ra+YsJK6tlQ82NiY3SatXz3mvbW3SSYfD8vC82tfYPNiLPxvZhUZzVFL1waA8SC3Gf+AB9PT0ZLe/zt/ilJwnyt2RERGyuRmoqZnj7pYt+k/q6/WMdvF51oVYTM+SWrOmaCGPZeWtqvCo9mFXRU2KeKvyw4qst4jqIqj19TneoqcnZ+t2umsDytvTp/UQZ0PDHG83b9Z/UtTbqSldDb2lRbI3wLLw1rpMO8fdujrJjE5Pi1Dt7Tnvtw253tbV5W5OmONtVZU8b20tvXUa5e3AgJzY6uqC3q5fr/9krrfQLhw/rpeRWE+wxYWlKBgNlGhzm5tlFvjQkHwoy3v1+SQeamzUs6nVeBcAXBbtxUeP7kJNMgqEq4H47JJAeuss1hg3EJADWVc3x9sVK/Q4D1Aixj19WqZS+Hx6pj1QsM2dmVkmsUJbm7znoSH5kCW8DYWyexJlyba5mRF9DBnjOo9yNxbTiaR0CJecfQ7rj+7Cly9+AM9HenLamaLeRqM6uaO2lASWRaxQMsYdGNA1VNPpxce4lvpUbHPJYqAedpO/OLm2NhtNVW3qQrMvhj86rtcaKwqutd26VbZ8ULOkVq7U6e8Cf7Cko0j5C4nr66WxymQkwZH3XvMfnkMmgz86vhfNviiq1nXI8VNReN6iZp9Psu/XXCP/ssFbBPmFo9Ri+oW6u3WrRGD9/fLYhgY9tL3cvfX7ddHGgYHz93bTOl10q4C3AOiuXVi9VXXBztfbzZulWI+qgaZmIC0jb7ObYebLqEZph4bmvN8FeauKSVhqTtBbB8gvHOX3S0LpfGOF1laJ/k1Tnq9IIY8lrylVzNtYTB48zzbXMDN4z4m9qJ6JYrRxHcJ1fl24h946R36MGwpl1+qdl7ddXTK7zzRlAFMJuoza3Ox7tYrY2KgLZUWj5x0rBNfO9llVVQXbXHprI1Z3m5qysUJNWy1GG7tQPRPDzhP7YJja3aLebtokMa5p6hosRf5gWXlbVZVb93cxMa61hh/bXGIDVMRurOt3DUMSSi+8AExMwDAMVHe1YVPmMKqPHiy/1tYw5Gbe55MH1taW/IOlWLeczcYXWkjc3Czvt79fGsJ3vEOOT5k189VHD2JT5giqu9phpFPy/Gp6QIFaWsQmrO6qvW9TcvwX5K7PJ/N2TVNkbGnxlrdNTfJ+z5yRoOV8vDWM7LFDIEBvncTqrWonztfbd71Lorp4XM6XKt6z3LwF5rpbVSWeTU3J9q4+H/D7v1/wofR2GVCovZ3dhnbBsYKaSa2Koagtygr8gdXbOTcdDlC2zU2nZblWKiXLaSzeFnq4Oharhg5idewIolXt6FxrwKC37pAf46o2N50+vxi3rk4PJFRXeydWmJqSGDeVkt175+lt0RjX79fHhO46Q5EY1wDQudZAtKoNHbHDWDV0sLS3Pp+e+pZM6pjRC95a781OnZLjcD4xripuCLDNJbbBpJTdWNfvAnr/7dnKcQ1tYaxsnsGV64fLr7V97DFpNDZvBt76Vqm5UOIPlnTdMjB3IfHUlLTCyaR8/6UvSY2tMmvmr+wexsrmBBrawrnr9RV567WJTVjdVUM7qofDAtw9fhx48kkpJLFtm3jgJW+HhyVAzmRkRO18vVXblqjgh946g13exuPS5m7cKMUk0unl7S2Q6+7EhPQ1U1MyYjk9DezZszBv43G9y6t6MXrrDFZv1WxgIOvugmKFL31Jbgze8Q5ZM1HiD6y7z6k8jpPMq82Nx8VbtWW5xdtCDz95EgjGhlFXlUDnpjAi9RldJFt9QHrrDPkxrurfzsfb739fztull5b1FlgGbW6+iNGotLOqJto8vGWMu4SUiBUijUDnpjBqq2YQjA2X9vbwYakDtnEj8IY3yP2dl7wdHdW7p4yOnl+MqzbeCgYL1i4k5HxgTSm7yV+/W1cnHdfERHbdeXVDFf7qgRZc5yux1nZ4WFoFQDLuN95YdnHukq5bVlgXEv/sZ8BnPyudtd8va67j8fJr5jMt8L03pHd1AHSxYfXiljXQxCby3QX0ll2GMT9302ngc5+TDu+3fxu45x7g+ee95+0XvqCXQS3U28lJvQvaqlV6GQ29dYZ8b30+SShOTckMjPm2uQ8+KLVNNm0Cvv514JVXlr+3gHb3oYeAT39a3lAoJPUHM5n5exuPa28bG3X1fnrrDPneqt2gJibk2M/X25/9TL58PuCLXwQuuqhkrGB1SK1SdQrrrpFF29yHHpI4YWpK7846j7pQa4Za0P4XIRhVceDcmAx+WT2lt85QKMZV3ra2zt/bU6ekzQWkuvLv/Z63Ylyrt4De4Gc+tXVUmzs0JAMIAGNcNygW484SqYrDXFOFuz/Tgg+0FtFwZkY2AzFNYOdOqX7uJW9VjLtnj76/WmiMOzGh68Vad6iit2SRMCllN2pB7nPP6T2cAbmIMxlZqLttG3zbtmJbsXlqpik3xRMT8lw33KAX55ZgSdctW/H55Dj81V/JmwqHddHo2lo5LsePy9rjq6+Gz+fL/WiZ2WP4+OOSzGpp0cdRrdfets2ywJvYgtVdVeMknZaRwOrq+bn78MMyPbq2VuYA+/3e9FZV1c1kJGhpaJi/t729ctyqq3W9FHrrHPltbl2dDOtNTs7f24MHZdQeAO68U57DK94qfvQjSYC2t0vfoWpszdfbX/5Sgkqfb24tLXprP4W8td7cz8fbaFQSUQDw/vfLyD1Q0l21Jb1pileqjr8TFNw1Mp8f/Ujay64u2dRlZEQ+R5638Plyw6DMVuDbm2XGgprd19Eh/tJb5ygV41qOe9kYd88eEeSKK2TZm2F4q81V3qraQtGobOjS1VXaW0DcvfhiiXEDAb0hEkB3ncTqbmenOJdMysmuqgIGB2Fs24aL37MVFxdz96GH5Pw2NcluiV69NwsGJT5KpXSSbr6xws9/ru/n8uvF0luyCLh8z27yF+RmMtLwJRJS56OqCrjttrkV3zIZ4MAB6aS+8hVZ/hQIALt367XmZVjyGidW1Nrtjg69da4ahTcMCbp//WsZKTtwILcoptq6RNUkamwsU5iA2EK+u8GgnJdTp+RcFnLX6u1PfiIzTAAZbbHuf1yCZentihV6tOfsWX0dl/P2hht0TaKWFp3UorfOke+tqqlz7tz8vH3qKZndBwC/+7vAVVfN62WXpbft7XpLtqEhcXE+3n7kI/Ii8bjsAOX301unyfdW1dUZHp6ftwcOAPffLzMturuBD3xgXi9rGO65W3DXSCtWb1V/MTkpn2k+3t5+uzg+PS13YXV19NZp8r0FJFZTtezmE+Pu2yeJgXAYuOsuy+4NpVk2ba7V24YGvanP2bPlvQV0cgCQpEhDA2NcN7C6e+KELlT/+uvAyy/Lecg/7lZvf/AD4Nvflp/fccfcremKsGy8BXJjXJVQOnNm/jHuu96lE3mqNhW9JTbBmVJOoBbk7t0L9PXJ6KeqLVVTI4Gkz6fXHPf2ymOPHNFbeofDwIc+JLubzBM3p4iqxrXoKJJ17faKFbKjlarV09CgFyn/1V9JQ7Z5szTyPT0SkKqaRFVV8n00Kv/ftk0avZwF3sQ2rO7+4hcy+jkxodfgW921eptIyHLLQECW7b3znfN+yWXrbVubfD81JYVMW1qk8y7mrWkCTzwh3sbjcr2fPElv3cDq7VNP6VH76ury3k5NSft82WXS5s6TZeutzyf/xuMSaLe1yQhmMW8BGelfv14eFwzSW7eweqtm/KhiT+W8TafF3a4u4BOfKJL1KYxaweK0u1ZvC+Yd8utqtbTIz159VW54YrHS3gYCelZfTQ29dYv8GFdVQ1YzhEvFuFNTco6rq+UcWZetlWHZtLn5dbVWrJDExsCAXMOqxlQxbwcGgGeekVihulpmB46M0F03UO7++Z8DTz8tCRa11P+ii3Ifm9/mjoxI//jud8ssuHmybLwFct1tb5e4fWICOHZM2t9Tp4q3uem0HJONG6WPSibZ5hJbYVLKKXp6JAFz880yU0jt0LByZe6ac0D+H41KAzE5KZ15IiHTg9/5znlf5G5OES2bjbeu3W5s1FOaBwelETMM+ZyrV0swaj0mTz8tHfr27TJr7NChkuu1ic0od597TjqnUEg6nERCn6cPfhD4x3/U3o6P6zo+Bw5IQsvr3tbWSsHr/n75fAMD4l4xb6enxdWVK2WK95kz9NZNlLc33STBYyAAXHKJ/K6Yt+m0nKOZGQnG+voqy9uxMUmoGob4Wsjbri7gkUdkhtSXvyx/T2/dwxorqDuJdevkPBTzNhCQYrvT09Knnj2rl+7NA7fcXbC3a9ZIUm5gAHjtNT3FqpC3b3yj+BqJALfcArz5zfTWTazeqt0TW1slQVMqxlU1RmdmZLl/T4/32tx8b5ub5Vi89pqutRMMFva2pwf4h3+QD9HTIwm8MnU3iQOMjckA+eSknMuNG+XepJi3o6PSNk1Py1L33l7veQsUjxViMZldXurebHBQHtvZCXzjG+I7vSU2wqSUU2Qy0tkkErJ2/OWXpTGzrtvdu1ceG41KEKoy1oGArFM/dy5nXXo5lmKHh6INX37dgaYmaeCef15v+dPUJJ0CoI/JZz6jf3/bbdKxl1mvTWxGuWuashzCNCWpqtx97TUp8BkKibeJhLjq98v34+OV421NjQQrzz6rd+RrbJzr7ec/r5fZ/pf/IoH5ihWOfx5iQXk7M6PrKk1Py41SIW9NU0ZA/X6ZbZFMnpe3yaTeC8ApFuxtICCjvr/6lZ5+X1Mz19t9+2TpVzoNvOUtCxr9JTZhjRU6O6UtnZoShwt5axjyM0ASMj7fgrwF3GtzF+ytYcgxGBiQiyqTkURdfb38zurtH/6hJP5bW4H/+l91YX7iDlZv1Y1tuRh3aEjcDgYlLj5zxpuxQiFvW1pkSZhp6g5BtcVWb6urpdC0YQC33jqvupvERjIZ8TIWA7ZskXsSQJxUg+f53k5Pi7t+v/Sr0ag3vQUK14TbsEGW7KldKSKRubHCfffpWOKmm+Qx9JbYDNOaTmFdc15To3eEGh/X63affloy7nV1cmdz6pT87cqV0nG1tclo6MGD83pJlY13c91y0Smi+XUHrLu4AfJvJiMtqGnKDWQoJMdjbAy49lpZTkPcx+quqoKrdogxDOnE1HawExMybd00pRNraak8b+Nx+dzqK52W42H19he/kOOwZo3syELcx+qtqvWgzlO+t5OTstPezIwEox0d5+0t4F5tngV5qzbX8Pl0e3v2bK63Tz4pN0iBAPDRjzr7IUhhCnk7MSHtTCFvR0flpgiQG6b29gV5C7jX5p6Xt2NjMjDl9+uq7K++Kt4CcjyeekpuCk0T+PCHmZBaCgrFCWopVKEYN5GQNheQWRih0LKNFVIpPTZatGB0IW8TCWlL/X759+hR/WZra2WQ4I47xNt3vWvucjHiPFZv/X65PwNy69hZvTVNie0AGUiPRJatt8B5trkzM7n3Zum0XkquYoUnnpABk40bpfYmIQ7AmVJOkb/mvKFBAsn+fmkMxsd1YKlunIJBeVx7u/w8HJZgdHh4Xi/pVjZe7dpjfc2CWOsOHDkinzOTkUZdPdGLL0ojqWrwpFJyjLh7w9JhdVe5evasBJx1dTLFOZWSJKpKpNbUyAg3sGy9tb7Ggr1Np8XbYFCe5OhRvQQhnZZj88orsozEyT3WSXHy6yqdOSPuvvKKBJPK29OndWHPcFhuDPz+8/YWkJct6dQiWbS3tbVy03TypHyl0/L5Z2ZkFPhDH5IbReI+Vm/VMstUSs5hc7O4qrxVmy6EQpIAr66Wc7kAb4FlNFMKKOxtKiV9T3OzfLaxMbkJVHW04nFZortmzbw3giE2k9/e1tdLe3v0qLS3qhYoIP+aptydRyK6qP0yjRWsyYOi7pbyduVKme2XSOgYd3pavh8clONz8cXOfghSmEL3ZlNTEsvGYvJ/NQgbi8n9iIoP1qyRny9Tb62vcV6xglrRkkzqWeT5Me6tt3KZHnEMJqWcIn/dbmendMrDwzrr7vfLxZ1K6ULoano+IH9bVaV3ASuDWw2fWq4ClNmiHJDG7+qrZUThqaeAe++VpFsoJJ21ClrCYT011DCAT35SOncWzXMfq7stLXLCz52TL7Xbjpo1lMno5X1TU3LOlqm3wDxGkRTFvK2pAV56SS8vqa7W3mYywN//vUwJp7fuk9/mdnXJcopYTNf5sM52y2TEW3X+FuitmsiRTrtXm+e8va2tlSVfalajNWKdmQF++lMZ/aS37pPv7UUX6RHso0flMSpZZfVVybBAbwH32lxbvG1slBuksTE5Dirp7/fLB/jYx3StHuIehdrb48dlJp9aXqpmuqVSevl7U5N+jmUaK1h3jSw5xlTK20hEakyOjcljQyFpe/1++Xf3bokn6K275Hu7YoX4efasnsnn8+nOPZWS760J8GXqLWBTjHv4sHibH+OapsxQXb+e3hJHYLrTKdS63cFB3RGphJOqlaBIp/V0X3XzZJryt1u2zHvWkNujn0DuEpai+Hyy9vimm+TfwcHcTLthyJNmMvKEl10mN5L79s3dSpc4j9VdAFi1Sm6U1IhJKqUDTUA6MdPU9RSWqbfW15jXrJZC3qoEnCoGqXbBCgSASy+lt0tJfpurRqPVjbxaDpVMyuPVzJTz9BZYZjNOFIW8VUvHVaH+ZFK+/H45RmNj9HapyPe2pkZqSqqEv9qqW0lQVSXn8OTJyvfWNOXGUd3Im6b0Q6oO3EUXsc1dKvK9DQSkPh0wN8bNZHQW/8wZ/ZhlGitYvS1bK7CYt4FAbpybSMjnj0TkuNHbpSHfW8OQtkS1MdbzoRJSfr9eQr2MvbW+xqLaXBUr5ce4W7fSW+IoTEo5RbE158mkXNyBgLQawaC+UfD7Zf3u4KD8TWOjbLE5z6mSbteJUB9j3liPydGjMrOmulrPuDEMSdz5fAtes01spJC76vyojkpFa6peTSAgN70vv7xsvQUWMIpkJd/byUnx1u/Xx2XVKnlSert0FKsHpn7n92tvlbOL8BZYRrV5ClHI23BY+hwVUDY3S/KO3i4dpeqBqRt5691xMChfF4K3x4/LzeDMTO5dVm2ttLmGQXeXilL1wKwxrkqiKpc9FOMu2tvp6dwnUUvA6O3SUa4eWDCo+0nlbSDgCW8Bm2MFVQvZMMTbYJDeEkdhUspJ1Lrdyy+XRk/VhmhokK3KV62SRuDii2U9vmnK72MxyVovcEr6shz9zEcdk/XrdQ2pQEB31qtWyePCYWnBF1Ang9hIIXfVmvN162S0r7tbXE6l9GyU7u5l6631NRbsbr63apZJTY1MeV6/Xh5Hb5eWYt5GIlKgs6lJ2pnGxkV7C3igzS3krWFIbbiWFtl1B6C3S02xWKGxUUbk29qknYlEdH2PC8Hbyy+XeEjNbqyvl0Tqhg36hpDuLh3lYtyVK8XhzZt10ehKjnELeat27G1pkSWOqrA2vV06ynnb1SX/v+giT92bWV9j0bGCujerrpYljmvXyuPoLXEQR2pK9fX1Yf/+/QCAZ555Bg8++CAiqrj1hUapNefWtfVtbTKyEosBX/gC8J73LLiY3LKrE1EM1fhdd53e7lnt3mJ9kQXWySA2U8pdRUeHjCBNTMg5+9u/BbZvX9DLKG/Tab2S1SkW5S699QalvF25Uh6jdpVZhLeAR9pceusNSnmrCkNfaN5efTXwyCPAnXfKjX1bW+EXobtLx3xj3NbWCyPGpbfeoFx8q87ZqlWe8bbsrpHlYKxAlhhHZkrt378fd911F+666y5cddVVuOaaa5x4Ge9QbN1uPpOTwJVXnlejB3hgFMnKtm3ylUjkJjmA866TQRygnLtq1kUiAVxxhTxmgeTvYuYU8941shT01hu44C3goTaX3noDepuLzyfx0BveIPFRftxEd5cHjHFzobfeYAm8LfT0djGvXSPLwViBLCG2J6X6+vpw7733Zr/fuXMn+vr60N/fb/dLeY9Ca5nTafn3PNYp5+PWumXVYZ/3TCnA8WNBbMbB82Utlu+ku6nUAnaNLAa99RZscwV66y3orYbuegd6q6G33sElb1UNcadQ3pbdNbIU9JYsIbZbtX37djz44IPZ76PRKACgubnZ7pfyJvlrmU+elH/PY51yPm5PbV7UTCnA0WNBHMCh82XtQJ10V3kLzHPXyGLQW2/BNlegt96C3mrornegtxp66x1c8BZwNqFq9bbsrpGloLdkiXCkptTOnTuz///ud7+LHTt2FK0plUgkkLD0MGNjY068peWFdS3z8LCszd26ddGZZ89Mbbbi0LEgDuGgu8mks+6q51abqSwKeust2OYK9NZb0FsN3fUO9FZDb72DQ+cqGJQkkSohoWrd2w29JV7HkaSUIhqN4tFHH8Wzzz5b9DH33nsvPv3pTzv5NpYnai2zjXhuFEnhwLEgDuKQuxMT7syUorcXKGxzBXrrLeithu56B3qrobfewYFzZRgyOz+RYIxLSCnmnZT62te+hmPHjhX9/bXXXosdO3bk/Gz37t147LHHSu68d/fdd+P222/Pfj82NobOzs75vi1iwbre3jQXOX2zBLastyfEghu1IugtsRtP1TghZBZ6S7wIvSVexY2kFL0lXmfeSambb755QU+8Z88e7N69G93d3dm6UoWSU6FQCCHb0roXNuowmqYUdT7vQndlsD0bTy543BgBpbfEbtzw1jTpLrEXz844IRc09JZ4lVAIGB93r6YUIV7EkcWhjz76KLZv355NSD388MMlZ0sRe7A2RMzGEy/hRrBJb4nduOGtLbtGEmLB7do89JbYgfJWrQZwCnpL7IYxLiHlsb2mVH9/P97znvfk/CwSiSx4phVZOIFAbjG9ujpnXofZeGI3nClFvIib3lpfj5DFwBknxIvk72LmlFf0ltgNY1xCymN7Uqq7uxumk0MYpCjWYnqszUO8BGtKES/ipre27BpJCFibh3gT5S3gbFKK3hK7Ue5yphQhxeHejhUGs/HEi9Bb4kXoLfEinClFvEggoHekZ5tLvIR16alT0FvidZiUqjC4bpl4EXpLvAi9JV6ENaWIV2GbS7wIvSWkPExKVRhuNnzMxhO7oLfEi9Bb4kXc2jWS7hK7YZtLvAi9JaQ8TEpVGG7WOGHDR+yC3hIvQm+JF3HD23QayGTk/3SX2AXbXOJF3KwpRW+JV2FSqsJws8YJp4gSu6C3xIvQW+JFlLeplE4c2Y1110i6S+yCbS7xIm7WlKK3xKswKVVhcIoo8SL0lngReku8iNUlp9xVz+vzyc6RhNgB21ziRegtIeVhUqrCYDaeeBF6S7wIvSVexHrT4pS7Vm8Nw5nXIBcebHOJF+EMP0LKw6RUhcF1y8SL0FviRegt8SKGAQQC8n+nZ0rRW2InbHOJF6G3hJSHSakKg6NIxIvQW+JF6C3xKk67S2+JEzjtrWnSXWI/jBUIKQ+TUhUG1y0TL0JviReht8SrOO0uvSVO4LS33DWSOAFjBULKw6RUheF0w2ea+rmZjSd2wfX2xIvQW+JVnHaX3hIncMtbgO4S+2CsQEh5mJSqMJxet2ydespsPLELrrcnXkR5m8kAqZQzr0FviRM43ebSW+IEbnnLXSOJnTDGJaQ8TEpVGG7VibC+FiGLhevtiRdxexczQuyCNaWIF3HTW+4aSeyCMS4h5WFSqsJwq05EMCgjSYTYAdfbEy8SDOobF844IV6CNaWIF6G3xIswxiWkPEwrVBjssIkXYYdNvIhhcBkU8SaMFYgXobfEizDGJaQ8TEpVGE7fIKnpoWz0iJ24sd6e7hInYJtLvAi9JV6E3hIv4rS3qZTsHAnQXeJdmJSqMJxet8yd94gTOO0td40kTsE2l3gReku8CL0lXsQtbwG6S7wLk1IVBkeRiBexemua9j8/d40kTsE2l3gReku8CL0lXsQtbw0DCASceQ1CnIZJqQrDrfX2zMQTO7EGgMmk/c9vvR4YbBI7YZtLvAi9JV6E3hIv4qa33DWSeBUmpSoMpxs+jiIRJ7D65IS7yttAAPD77X9+cuHCNpd4EXpLvAi9JV5E+ZRMOrMagN6SSoBJqQpDTRHlenviJfx+PbrjhLv0ljgF21ziRegt8SL0lngR5S3AGJeQYjApVWFwFIl4EcNw1l16S5yCbS7xIvSWeBF6S7yI1ScnklL0llQCTEpVGFxvT7yKk+7SW+IUTnrLXSOJUzBWIF6E3hIv4vfr0hGMcQkpDJNSFQZHkYhX4Uwp4kWc9Ja7RhKnYKxAvAi9JV6FMS4hpWFSqsJQ65ZTKSCTsf/51U0Ss/HEbpysFUFviVO44S3AYJPYi9O1edjmEiegt8SrKHedHMCit8TLMClVYXDdMvEqHEUiXsQNb7lrJLEbzjghXoTeEq+inOK9GSGFYVKqwrA2SE6uW2bDR+zGjZpS9JbYDb0lXsSt2jx0l9iJ8imdli+7obfEKRgrEFIaJqUqDJ9PRtUBZ0fuOUWU2I0bM07oLbEbeku8iFszTugusROnB17pLXEKxgqElIZJqQrEyTX3zMYTp6C3xIvQW+JFnPTWumsk3SV2orwF2OYSb+FkTSl6SyoBJqUqEGbjiReht8SL0FviRZz0NpmUxBRAd4m9GAYQDMr/2eYSL+FGTSl6S7wMk1IVCNctEy9Cb4kXobfEi7jhLZA7s4UQO2CbS7wIvSWkNExKVSAcuSdehN4SL0JviRdxa9dIVeOSELtgm0u8CL0lpDRMSlUgrHFCvAi9JV6E3hIvYvVWLbWzC3pLnIRtLvEirClFSGmYlKpAmI0nXoTeEi9Cb4kXUd6aJpBK2fvc9JY4Cdtc4kVYU4qQ0jApVYFw3TLxIvSWeBF6S7yI1Sm73aW3xEmcanO5ayRxEsYKhJSGSakKxI2Gj9l4Yjf0lngReku8SCAgO5kBziWl6C1xAqfa3FSKu0YS52CsQEhpmJSqQJxab2+a+jm5ow6xGyfrRKipzfSW2A29JV7EMJxzl94SJ3HaW+trEGIXTtaUYptLKgEmpSoQp7Lx1udjNp7YDUeRiBeht8SrOB0r0FviBE576/dz10hiP07WlGKbSyoBJqUqEKc6bOsoEtctE7txo3gpvSV2Q2+JV3E6VqC3xAnoLfEijBUIKQ2TUhWI06NIVVW6FgUhdsEZJ8SLKG+TSV2PxC7oLXESzpQiXoTeEi/CGJeQ0jApVYE4vd6emXjiBG7U5qG7xG6sNRzY5hIvwViBeBF6S7yIUzWlTJPuksqASakKhKNIxItwFIl4EWsQyDaXeAnGCsSL0FviRZyqKcVdI0mlwKRUBcL19sSLOOWtdddIukvsxu+XL4BtLvEWjBWIF6G3xIuw3i8hpWFSqgJxKhvPUSTiJE57C9Bd4gxsc4kXobfEi9Bb4kW4ayQhpWFSqgJxat0yR5GIkzjtLUB3iTOwzSVehN4SL0JviReht4SUhkmpCsSpUST1fBxFIk7gtLfcNZI4Bdtc4kXoLfEi9JZ4EXpLSGmYlKpAuN6eeBHlVSoFZDL2PS+9JU7DNpd4EXpLvAi9JV6E3hJSGialKhCn1y2z4SNO4NQuZvSWOA3bXOJF6C3xIvSWeBF6S0hpmJSqQJxet8wposQJlLeAve7SW+I0TrS5psnCu8RZGCsQL0JviRdR3mYysiLALugtqRSYlKpAnN6ZhNl44gSGAQSD8n873aW3xGmcaHOtz0V3iRMwViBehN4SL2L1ijEuIXNhUqoCcXrdMrPxxCmccJfeEqdx0lvr8xNiJ4wViBeht8SLBIN6sx07k1L0llQKTEpVIFy3TLyKE+7SW+I0TnobDAI+9tTEARgrEC9Cb4kXMQxnlp7SW1IpOB7q7t69G9Fo1OmXIRasjZ5p2ve8zMYTp3Giw6a3xGnoLfEirM1DvAi9JV6FsQIhxXE0KdXX14c9e/Y4+RKkAKrRM00gnbbveZmNJ06j3OV6e+Il6C3xIk54C9Bd4iz0lngVzpQipDiOJqX6+/vR3d3t5EuQAlgbJmbjiZdgTSniRegt8SJOeMtdI4nTWL3lagDiJZwo0k9vSaXgWFLq0Ucfxc6dO516elICazE9ZuOJl2BNKeJF6C3xIk54y10jidNYvUom7XtetrnEaRgrEFKcgBNPGo1GEYlE5vXYRCKBhOXqHBsbc+ItXVCoYnqJhDMNH7PxxCmc7LDpLXEKeku8iJPeWp+fEDvJXw2glkQtFra5xGkYKxBSHEdmSj388MPYsWPHvB577733orGxMfvV2dnpxFu64HBizb2aIspAkzgFvSVehN4SL+Kkt9w1kjiF369XA7DNJV7CyULn9JZ4nXnPlPra176GY8eOFf39tddeix07dmD//v24/vrr5/0G7r77btx+++3Z78fGxpiYsoFQCBgf5xRR4i04tZl4EXpLvAi9JV7EMMSveJzuEm/hRE0peksqhXknpW6++eZ5P+nDDz+c/X9/fz/uvfde3HDDDdi+ffucx4ZCIYR4JdmOk4V3ebqIU9Bb4kXoLfEi9JZ4FSeSUnSXOA3bXEKKY3tNqfxle7fccgtuueUW7sLnMly3TLwIvSVehN4SL0JviVex213uGkncgG0uIcVxbMV/NBrFnj17AAD33Xcf+vr6nHopUgDWOCFehN4SL0JviRdR3qZSQCZjz3PSW+IGdre53DWSuAFrShFSHEd23wOASCSCu+66C3fddZdTL0FKYHc2Pp2WwBVgNp44B0eRiBeht8SLWG9iZmbscY3eEjewu83lrpHEDZysKcU2l3gd7o1SobDDJl6E6+2JF6G3xItY3bLLXXpL3MDuNld5GwjI7n6EOAFjBUKKw6RUheJkUkpNPyXEbjjjhHgReku8iM8nN+GA/bECvSVO4lSMS2+JkzBWIKQ4TEpVKHavt7dm4g3DnuckJB/W5iFehN4Sr+JkrECIU9Bb4kVYU4qQ4jApVaFwFIl4EY4iES9Cb4lXYaxAvAi9JV7E7ppS3DWSVBJMSlUoTnXYzMQTJ3Hy5p7uEqegt8SrMFYgXoTeEi9it7fJ5NznJsSrMClVoXAUiXgRu73NZHSnTXeJUyhvMxm9S+liYZtL3ICxAvEi9JZ4EW5CRUhxmJSqULjenngRu71lh03cwLr5A9tc4iUYKxAvQm+JF7G7phR3jSSVBJNSFQqnNhMvwl0jiRexusU2l3gJxgrEi9Bb4kXsrilFb0klwaRUhWJ3h62y8ZzaTJzEKW+5ayRxEsNwbgSUbS5xEsYKxIvQW+JF6C0hxWFSqkLhKBLxIvSWeBW6S7wIvSVehN4SL0JvCSkOk1IVSiAAjI8DR48CBw5IAd7FwGw8cQPl7Zkz9JZ4h0wGmJoCRkft8Ragu8QdVJv7q1+xzSXeQXl75Ai9Jd5BeXviBL0lJB8mpSqQ3l7gnnuAF18E/s//AW68EbjuOvn5+cJsPHGa3l7gppvE2xdeAG64gd6S5U9vr3j69NPASy8Bt922eG+tu0bSXeIUvb3AI49Im/v3f89YgXiD3l5g717x9oc/pLfEG/T2Ah/7mHj7q1/RW0LyYVKqwujtBXbtAo4dk4x8bS3Q0AA895z8/Hwav0wGePllmQUwNGTPLABCrChvDx0Sb0OhxXsLyOyV8XFgeNi+GSyEKJS3Bw6Is6EQUFOzeG+np8Xb0VFJdNFbYjfK3bNnpc1tarInVjh1Srw9fpzeEvtR3r76qnhbV2ePt6+8It4ODNBbYj/K2xdfdCbGHRhgjEu8D5NSFUQmI6NH0SjQ0aG3B62tBbq6gFgM2LdvYY2WmgXwla/IzdE//dPiM/uEWLF6u26deGsYQHX1+XsLiKMf/7gEAb299oxKEaLI97aqSrwNhRbv7fXXi7cvvQR84AP0ltiL1d2WFntjhccfF28/+Ul6S+zF6u2qVfZ6+0//JN5+9av0ltiL1duuLnu8BcTRT31KYoX9+xnjEu/DpFQFcfCgrK9vbwd8s2c2kZBZUydOyPfPPCOd75EjMuspnS7+fE7NAiDESiFvAaC/H3j9dcA0ZWnU//yfsqzvzJny2+kqd48elVGphgZ7RqUIUVi9NQy9u+OZM3qWyFNPAV/7GvDrX0sbPDVV+jmVtwcPirfhMNDYSG+JvVjdVTdIo6PS5p48Ke3wM88A3/qW/GxsTNrhYlhjBTULoL6e3hJ7KRQrTE/rGNcwxNtvfEMSTMPDpW/0rd4Gg4xxiTMUam8BmZ2XH+MeOgScO6eX7xcjf1VMYyNjXOJ9Akv9Boh9DA9LEioclkbOMOTf8XH5vWnK77/0Jem0AXlMc7OMlra2yldLi/zs85+XxNW6dcDp03r2Slub3HTt2wdcfXVuIoGQhWL1FpB/43FgclK+lLdf/jLwzW/qv6uvFxcLufvpTwMjI/KzU6f0UtaaGrpL7CHf2+pq8TUely/l7Ve+Anz3u/rvqqtzfVX/b2qSWoDDw8Dq1cDEhASw9JbYjdVdleBPJvWNkHL3C18QLwFpQ5WrVnebm4F775XnXL9eRu1NU7xtbqa3xD6s3qoB1Uxmboz7xS/K4CugY1xrrJAf465fL8kBw5C2lt4SO7F66/PJrOqZGenjgeIxbmNj8VhBxbgtLXoJNmMF4nWYlKogWlpkpCcel8bpkktkFEkFmxMTctO0caN0vmoUaXhYvl5+WT/X+Lhe+3zokP65zyd/29YGHD4sIwDbtrn+UUkFke/tpk0yoyTf2y1bxIbn96UAAAkcSURBVL2hIfn5+Lh89ffnPp/VXRWsqlksdJfYRb63a9ZIsJjv7aWXSnJpaEi8np6WUX01e1Vh9VYFqyqgpLfETqzuNjVJojSREG9TKZ0QXbdOHh+Lyc/PnpUvK1Zvn39e/5yxArGbQjFuPD63zd2wQR4/MiI3/CrGtWL19oUX9M/pLbGbfG8vvrjwvdnmzTrGTaWk3Y3FZDaUFca4pFJhUqqC2LpVGrXnnpNseSAgs0kA6Zinp4G3v11G7X0+SUhFo9JZDw3Jv4OD8u+vfiXTn6uqcpf4WWezqL8hZDHke+vzSfFSQLydmgJ6emQEyeeTn01MaP+GhvSXKmh++HDuCFF1tf4/3SV2kO+tYUjACYijk5PA294ms1KtS02s7a3V3QMHZIq/dXo/vSVOkO9uOKz7dtOUm6e3vx343vfE3WRS39jnu9vXJ7FCIKCX+AUCshwKoLfEPvK9DQa1Z9YY9+GHdYyrNujJj3OVt4xxidPke+v3F45xv/UtHeOOj+fGtVZ3n3uOMS6pTJiUqiB8PuCOO2Q98fHjki1XS6EGB2Uq6O2364bM55Npys3NMnvKyoED8tXQII1oMik3XSoAiMelM29pcfMTkkpkod4ahiRb6+tl2n0+Bw5ILamGBhmdSqdzt8ulu8QOFuotIIHjmjXylY9KpjY0yPMkk/SWOMNC3Q0GgZUr5SufAwdkpklDg/idTMrj1cg9vSV2cT4xbktLYfcY4xK3OJ8YV9VB7e6e+3wHDkhR84YGcdQ05V8F3SVehatNK4yeHuCBB4DLL5fipCdPyr/btsnPe3rm9zwqsz84KN9XVeWOSA0OynKqrVsd+RjkAsMub4Fcd/3+3Bt7ukvsxClvfT4JWtWNPb0lduNErKB2n1Q3V/SW2A1jXOJFnIoVAoHchBTdJV7GMM1Se6q4z9jYGBobGxGLxdDQ0LDUb8ezZDKynnh4WLLlW7cuvOCd2t0hFiuc2V9oQ0pIOezwFqC7xF3oLfEqjBWIF6G3xIswViAXIvPN7TApRUrS2wvs3Su1TmZmJCO/ZYtMNWWDR5YzdJd4EXpLvAi9JV6E3hKvQneJV2BSitiGXZl9QtyG7hIvQm+JF6G3xIvQW+JV6C7xAkxKEUIIIYQQQgghhBDXmW9uh/lUQgghhBBCCCGEEOI6TEoRQgghhBBCCCGEENdhUooQQgghhBBCCCGEuA6TUoQQQgghhBBCCCHEdZiUIoQQQgghhBBCCCGuw6QUIYQQQgghhBBCCHEdJqUIIYQQQgghhBBCiOswKUUIIYQQQgghhBBCXCew1G8gH9M0AQBjY2NL/E4IIYQQQgghhBBCyEJROR2V4ynGsktKjY+PAwA6OzuX+J0QQgghhBBCCCGEkPNlfHwcjY2NRX9vmOXSVi6TyWRw+vRp1NfXwzCMpX47i2ZsbAydnZ04ceIEGhoalvrtELIs4XVCSHl4nRBSGl4jhJSH1wkh5eF1Yg+maWJ8fByrV6+Gz1e8ctSymynl8/mwZs2apX4bttPQ0EChCSkDrxNCysPrhJDS8BohpDy8TggpD6+TxVNqhpSChc4JIYQQQgghhBBCiOswKUUIIYQQQgghhBBCXIdJKYcJhUL4y7/8S4RCoaV+K4QsW3idEFIeXieElIbXCCHl4XVCSHl4nbjLsit0TgghhBBCCCGEEEIqH86UIoQQQgghhBBCCCGuw6QUIYQQQgghhBBCCHGdwFK/gUqmv78fjz76KLq7u9Hf34+bb74ZkUhkqd8WIUtKX18fAGD79u3o7+9HNBrF9u3bAfCaIRcufX19uOmmm/Dss8/m/LzUNcHrhVxoFLtO2K8Qounr68P+/fsBAM888wwefPDBefUbvFbIhUKpa4T9yRJhEsfYvn179v/Hjh0zd+7cuYTvhpDlwc0332wCMAGYO3bsMEdHR7O/4zVDLkQeeeQR89lnnzULdcmlrgleL+RCotR1wn6FEM19992X83/rNcA+hZDS1wj7k6WBy/ccor+/P+f77u7ubEaWkAuZN7zhDRgdHcXo6Cgee+yxnBE6K7xmyIXCzp07s6NwVkpdE7xeyIVGsesEYL9CiKKvrw/33ntv9vudO3eir68P/f397FMIQelrBGB/slQwKeUQ+/fvR3Nzc87Pmpubs1MCCbmQiUQic6a78pohJJdS1wSvF0JyYb9CiCw5evDBB7PfR6NRAOI9+xRCSl8jCvYn7sOaUg6hBM9nZGTE3TdCyDIjGo3i0UcfBSDruG+55RZ0d3fzmiEkj1LXBK8XQjTsVwjR7Ny5M/v/7373u9ixYwcikQj7FEJmKXaNAOxPlgompVymmNCEXChYiwJ2d3fj2muvxbFjx4o+ntcMIbmUuiZ4vZALEfYrhMxF3VznbwxQ6HHn8ztCvE6ha4T9ydLA5XsOEYlE5mROR0ZGWKGfXPBY12Sr3Sv6+/t5zRCSR6lrgtcLIRr2K4TMZffu3Tk1cdinEJJL/jUCsD9ZKpiUcogdO3YU/PmVV17p8jshZPnQ19eHa665Zs7Pm5ubec0Qkkepa4LXCyEC+xVC5rJnzx7s3r07u+woGo2yTyHEQqFrhP3J0sGklEN0d3fnfN/f348rr7yS2VRyQdPd3Y377rsv+/3+/fuxc+dORCIRXjOEIHcaeKlrgtcLuZDJv07YrxCiefTRR7F9+/bszfbDDz9c9nrgtUIuJEpdI+xPlgbDNE1zqd9EpdLf34+vfvWruOqqq/DMM8/g7rvvprjkgkft8hKJRHDs2LGcxp/XDLkQ2b9/Px577DHs2bMHd911F6666qpsEc5S1wSvF3IhUeo6Yb9CiNDf34+LLroo52eRSASjo6PZ37NPIRcy5a4R9idLA5NShBBCCCGEEEIIIcR1uHyPEEIIIYQQQgghhLgOk1KEEEIIIYQQQgghxHWYlCKEEEIIIYQQQgghrsOkFCGEEEIIIYQQQghxHSalCCGEEEIIIYQQQojrMClFCCGEEEIIIYQQQlyHSSlCCCGEEEIIIYQQ4jpMShFCCCGEEEIIIYQQ12FSihBCCCGEEEIIIYS4DpNShBBCCCGEEEIIIcR1mJQihBBCCCGEEEIIIa7DpBQhhBBCCCGEEEIIcZ3/HxFmDuWQ64edAAAAAElFTkSuQmCC", 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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(1.5408, dtype=torch.float64)\n", "tensor(1.9816, 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_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": 97, "id": "8bbf4437-11d6-40cd-b904-4cec788df5f9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_result)/ bx\n", "by_ref_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_result\n", "etay_ref = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 98, "id": "de3442ec-06e0-455c-babf-24a3ec30d59f", "metadata": {}, "outputs": [], "source": [ "# In the above corrections are applied independently ignoring interaction between IDs\n", "# Only additional global tune correction is performed\n", "# Next, we adjust all local correctors for straights with IDs and try to correct the residual errors\n", "# This result corresponds to accounting for interaction of IDs after feed forward using local knobs" ] }, { "cell_type": "code", "execution_count": 99, "id": "f494c316-c763-41f6-a441-de5bd43a7bc5", "metadata": {}, "outputs": [], "source": [ "# Local knobs\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = []\n", "for section in sections:\n", " nkn.extend([f'OCT_{section}_02', f'QF_{section}_02', f'QD_{section}_02', f'QD_{section}_03', f'QF_{section}_03', f'OCT_{section}_03'])\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = []\n", "for section in sections:\n", " nks.extend([f'SD_{section}_05', f'SH_{section}_02', f'SH_{section}_03', f'SD_{section}_06'])" ] }, { "cell_type": "code", "execution_count": 100, "id": "1f325720-c2d2-41ec-b704-198b97352e7a", "metadata": {}, "outputs": [], "source": [ "# Define knobs to magnets mixing matrices\n", "\n", "Sn = torch.tensor([[1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]], dtype=dtype)\n", "Sn = torch.block_diag(*[Sn]*len(sections))\n", "\n", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)\n", "Ss = torch.block_diag(*[Ss]*len(sections))" ] }, { "cell_type": "code", "execution_count": 101, "id": "78c4bfc3-9fb7-41ff-8474-a3a11dc59b87", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([16128])\n", "torch.Size([16128, 30])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(ring, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()\n", "\n", "\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 102, "id": "c5986438-8e59-4dfc-8bd4-3f7563d17b4c", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(error, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(error, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 103, "id": "5a8d8604-a092-4c2c-9eb9-db7b1ffd2f05", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(2.5230e-08, dtype=torch.float64)\n", "tensor(72.0633, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 104, "id": "04dda339-4509-4b11-833f-62a1abbe514d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(72.0633, dtype=torch.float64)\n", "tensor(62.4642, dtype=torch.float64)\n", "tensor(56.3696, dtype=torch.float64)\n", "tensor(52.4136, dtype=torch.float64)\n", "tensor(49.8094, dtype=torch.float64)\n", "tensor(48.0831, dtype=torch.float64)\n", "tensor(46.9374, dtype=torch.float64)\n", "tensor(46.1793, dtype=torch.float64)\n", "tensor(45.6810, dtype=torch.float64)\n", "tensor(45.3563, dtype=torch.float64)\n", "tensor(45.1470, dtype=torch.float64)\n", "tensor(45.0138, dtype=torch.float64)\n", "tensor(44.9305, dtype=torch.float64)\n", "tensor(44.8793, dtype=torch.float64)\n", "tensor(44.8486, dtype=torch.float64)\n", "tensor(44.8309, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\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 = 0.25\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(16):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 105, "id": "918fdb0c-16a5-4e16-86af-89db807d2ae0", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\n", "\n", "error.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " error[name].kn = (error[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " error[name].ks = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 106, "id": "ff5738bc-5bea-4c63-9765-512f79e0eda9", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_final, nuy_final = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 107, "id": "5cb14f6a-ed7d-45a9-a4c4-191bd72ba0ec", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 108, "id": "f4cc19d1-a051-4c7a-83b4-9848e0b5e5b5", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 109, "id": "c7df9bbd-15a2-4518-a5bc-05a1a918d069", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 110, "id": "a478e747-58c3-4c6a-9f06-4bdc17f464b8", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_final = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 111, "id": "5051586e-9802-46a0-a362-9711109f78e6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, dtype=torch.float64)\n", "\n", "tensor(0.0026, dtype=torch.float64)\n", "tensor(0.0027, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()\n", "\n", "print((nux - nux_final).abs())\n", "print((nuy - nuy_final).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 112, "id": "7b6917c7-0c1e-4b9f-a71b-2fc6955515bf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(2.5678e-05, dtype=torch.float64)\n", "tensor(1.7328e-05, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_result)\n", "print(c_final)" ] }, { "cell_type": "code", "execution_count": 113, "id": "b4d70ec4-8248-4b2e-b4ef-abefd1144ccf", "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_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": 114, "id": "6b3fa93d-ef66-44cd-a949-80ad68f719e4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(1.8806, dtype=torch.float64)\n", "tensor(1.7984, 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_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": 115, "id": "fcd84839-0a91-4df9-9ca3-6a0221bed34c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_final)}{(nux - nux_final).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_final)}{(nuy - nuy_final).abs().item():.4f}'\n", " rf'\\quad C={c_final.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 116, "id": "9c0ef7c8-668d-4641-8f66-786e0afc499a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1.4061e-05, dtype=torch.float64)\n", "tensor(9.1057e-07, dtype=torch.float64)\n", "tensor(9.8101e-08, dtype=torch.float64)\n", "tensor(2.0018e-08, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_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", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\n", " value = global_observable(global_knobs)\n", " residual = global_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", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 117, "id": "b549a70a-649a-4cf9-b05f-e65830f7dc43", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "error.flatten()\n", "\n", "for name in QF:\n", " error[name].kn = (error[name].kn + kd).item()\n", "\n", "for name in QD:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 118, "id": "763269cb-3163-455a-9886-e9a2abf76fc0", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_final, nuy_final = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 119, "id": "c289831b-a640-4ed9-9618-52c7e1388d1e", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 120, "id": "5de0ceec-4264-4a7c-8772-7e081e2024ef", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 121, "id": "206a2990-ad6e-4ab9-8c16-4fc939b36e15", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 122, "id": "0b8b426f-4057-4716-908f-f232cdf51d21", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_final = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 123, "id": "2fe5c928-af68-4b92-a95f-f91da8e005df", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, dtype=torch.float64)\n", "\n", "tensor(4.7896e-05, dtype=torch.float64)\n", "tensor(5.2051e-05, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()\n", "\n", "print((nux - nux_final).abs())\n", "print((nuy - nuy_final).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 124, "id": "d2893fa2-660f-4dd6-bb13-f86391eec232", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(2.5678e-05, dtype=torch.float64)\n", "tensor(1.6394e-05, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_result)\n", "print(c_final)" ] }, { "cell_type": "code", "execution_count": 125, "id": "391f9054-369a-4b76-8ea4-33849a519621", "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_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": 126, "id": "b5ca901a-e981-43dc-9df2-89b6db372c38", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(1.8283, dtype=torch.float64)\n", "tensor(1.8272, 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_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": 127, "id": "e41298fb-b706-4d56-ba08-248bc7bcdf03", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_final)}{(nux - nux_final).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_final)}{(nuy - nuy_final).abs().item():.4f}'\n", " rf'\\quad C={c_final.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 128, "id": "8db1b55c-c69e-400b-bbeb-1023edd99dbb", "metadata": {}, "outputs": [], "source": [ "# Perform correction using all local knobs (occupied sections only) without feed forward" ] }, { "cell_type": "code", "execution_count": 129, "id": "be1d3bc7-ace6-4671-8eea-c4a886c1f767", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Marker': 12}" ] }, "execution_count": 129, "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", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Insert correctors\n", "\n", "for name, *_ in ring.layout():\n", " if name.startswith('CH'):\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 130, "id": "7b58408f-8d7d-4278-8998-b727f1968614", "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": 131, "id": "17f54243-da90-422f-a2ce-725c20b40266", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Matrix': 1,\n", " 'Marker': 6}" ] }, "execution_count": 131, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert IDs into the existing lattice\n", "\n", "# List of ID markers\n", "\n", "sections = ['S01', 'S03', 'S05', 'S07', 'S09', 'S11']\n", "\n", "names = [f'MLL_{section}' for section in sections]\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "for name in names:\n", " error.insert(ID, name, position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 132, "id": "7715a15a-4cbf-4df7-97ac-7d255ad6de23", "metadata": {}, "outputs": [], "source": [ "# Local knobs\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = []\n", "for section in sections:\n", " nkn.extend([f'OCT_{section}_02', f'QF_{section}_02', f'QD_{section}_02', f'QD_{section}_03', f'QF_{section}_03', f'OCT_{section}_03'])\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = []\n", "for section in sections:\n", " nks.extend([f'SD_{section}_05', f'SH_{section}_02', f'SH_{section}_03', f'SD_{section}_06'])" ] }, { "cell_type": "code", "execution_count": 133, "id": "0828f78f-f26c-49a7-84b8-96949ea8a8f0", "metadata": {}, "outputs": [], "source": [ "# Define knobs to magnets mixing matrices\n", "\n", "Sn = torch.tensor([[1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]], dtype=dtype)\n", "Sn = torch.block_diag(*[Sn]*len(sections))\n", "\n", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)\n", "Ss = torch.block_diag(*[Ss]*len(sections))" ] }, { "cell_type": "code", "execution_count": 134, "id": "42f62b08-da43-4c85-90a0-816e3ae9ac08", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([16128])\n", "torch.Size([16128, 30])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(ring, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()\n", "\n", "\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 135, "id": "2c3822a7-1a07-415b-8837-5cd05538c58b", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(error, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(error, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 136, "id": "f8f69df5-27d6-4818-a7ec-e3c4ed605756", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0264, dtype=torch.float64)\n", "tensor(39445.1029, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 137, "id": "490a5cfd-b03d-440e-9dd2-3411f2d379ab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(39445.1029, dtype=torch.float64)\n", "tensor(4369.7870, dtype=torch.float64)\n", "tensor(1410.3426, dtype=torch.float64)\n", "tensor(441.6585, dtype=torch.float64)\n", "tensor(142.4922, dtype=torch.float64)\n", "tensor(63.4157, dtype=torch.float64)\n", "tensor(47.9830, dtype=torch.float64)\n", "tensor(45.7673, dtype=torch.float64)\n", "tensor(45.5293, dtype=torch.float64)\n", "tensor(45.5168, dtype=torch.float64)\n", "tensor(45.5204, dtype=torch.float64)\n", "tensor(45.5225, dtype=torch.float64)\n", "tensor(45.5232, dtype=torch.float64)\n", "tensor(45.5235, dtype=torch.float64)\n", "tensor(45.5236, dtype=torch.float64)\n", "tensor(45.5236, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\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((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(16):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 138, "id": "25476d98-5502-4ed9-81a9-ea2b40d0f641", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\n", "\n", "error.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " error[name].kn = (error[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " error[name].ks = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 139, "id": "4365277c-bcc0-4420-93f7-ad632a254d17", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_final, nuy_final = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 140, "id": "c85d3fc7-234b-4409-bd1d-d9444b2560a1", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 141, "id": "17d5dccd-85b8-454e-9c80-79e97a60b871", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 142, "id": "aaf4ce60-df71-4a40-9706-e464b181b359", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 143, "id": "28469b2d-fe23-467a-ba90-452431a60658", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_final = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 144, "id": "b5f4bb2e-3fe5-4706-b4ce-c9bdb8612e4e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, dtype=torch.float64)\n", "\n", "tensor(0.0025, dtype=torch.float64)\n", "tensor(0.0028, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()\n", "\n", "print((nux - nux_final).abs())\n", "print((nuy - nuy_final).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 145, "id": "b27081b2-c493-4d42-99bd-4cc430d4518b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(2.5678e-05, dtype=torch.float64)\n", "tensor(1.6967e-05, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_result)\n", "print(c_final)" ] }, { "cell_type": "code", "execution_count": 146, "id": "8ff79fea-3d86-4b34-88c0-1547da940a6a", "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_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": 147, "id": "78d51665-a828-48fe-8c8d-3974e7c0f33c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(1.9602, dtype=torch.float64)\n", "tensor(1.7754, 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_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": 148, "id": "b30b2ff7-2763-4a49-afd4-e7c8b6cb3353", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_final)}{(nux - nux_final).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_final)}{(nuy - nuy_final).abs().item():.4f}'\n", " rf'\\quad C={c_final.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 149, "id": "aa4e45d0-84ad-45df-9e66-182da294588e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1.4254e-05, dtype=torch.float64)\n", "tensor(9.5310e-07, dtype=torch.float64)\n", "tensor(1.1418e-07, dtype=torch.float64)\n", "tensor(2.5198e-08, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_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", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\n", " value = global_observable(global_knobs)\n", " residual = global_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", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 150, "id": "533c06d5-9e9c-42ea-a121-eb7eb9a71502", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "error.flatten()\n", "\n", "for name in QF:\n", " error[name].kn = (error[name].kn + kd).item()\n", "\n", "for name in QD:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 151, "id": "9414a42f-d841-4a52-91c8-9e760dd4246f", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_final, nuy_final = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 152, "id": "0692e6dc-17fe-4d07-bf7b-bd9bb71a84d5", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 153, "id": "01ede0fe-716c-4af5-b68b-6015b4312685", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 154, "id": "d89b732c-63ef-44f8-a821-0280e0ffeade", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 155, "id": "a2811b77-93ab-4581-b75f-934dee40eda4", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_final = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 156, "id": "7e94108e-f64f-4860-a664-08786c6ab162", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, dtype=torch.float64)\n", "\n", "tensor(5.6105e-05, dtype=torch.float64)\n", "tensor(5.7786e-05, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()\n", "\n", "print((nux - nux_final).abs())\n", "print((nuy - nuy_final).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 157, "id": "e2fa9056-8707-4c08-98aa-c9f405d98d29", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(2.5678e-05, dtype=torch.float64)\n", "tensor(1.6036e-05, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_result)\n", "print(c_final)" ] }, { "cell_type": "code", "execution_count": 158, "id": "2f480b53-e2aa-4802-9226-76095a6c99d6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_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": 159, "id": "0a3298ab-cbe5-4581-9959-cb6f59797e24", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(1.9025, dtype=torch.float64)\n", "tensor(1.8051, 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_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": 160, "id": "297ea8a9-5c3a-478f-9f95-c9162a9c6a43", "metadata": {}, "outputs": [ { "data": { "image/png": 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fUj8vzGR+FaqN1H6m7WvNqpjy2N3dndG+1u12o7W1Fd3d3eju7p5zjDM4OJjUQ3JwcBCdnZ1pT/Dnk4t8zScX+2ej2rdCHTsYgdlyxR9ntrLX09ODhoYGdHR0ZPxem+X43Qzv4WL+joaGBrjd7nkvHObi+JCoaBR6XAUyJ6QY11PP5XKlHP/FNWtcT1WdO+5ZqnXNHi/G7XanHfensbEx5ZhPXq9X9Xq9ant7uzowMKD29PTkfBwa7W+ZvW3aNqUbU2+x4ye5ZsbtS/W4y+VacAy/2eOqptPX1zfntdLG1tJvs9vtLvi4dcWWzZ6eHrWzszNpLNu+vr6k/+dCvrOZijZOm9frTXpcG7Nx9mdWG3N2vtei2LKZKkfZWsz4ntkyW3uZ7rnt7e0Zj/GXi/Ut9HlRVWbSiHXmo51czHuu5W+p22HkmLPFlEdVnX880Nm0v2P2Pr+vry/pPevp6VEbGxvTfm7z0d7NZyntzWKWkY+20IxjzuY7W/k6vpsPs5Vb2r4uXZaGhoZMc/y+2GWY4bmqKsaYzeQzm4vjQ6JiwZ6ztCidnZ1oa2ubd7ZTjcfjgdvtxuDgYMazBbtcLnR1daG7uxs7d+6Ex+NBIBBImjV59gzF2rLr6+tRX1+PxsbGjG9xz5TH44nP9AqIW7f379+P/v7++JileoODg/D7/fGerkNDQ/EriLNvmWpqaoLL5Uq6etja2oqmpiY0Nzdjz5498Pv96OzsRCAQQF9fX9oenNlqa2vDwMBA0mOzx7UFRG8cs8+IaaZsDg4Oxr/3er3x187r9ea8x0C+s+nz+dDQ0IC9e/fGZ2Dv7u5Ge3v7nF4oXq8X/f39aGhoQHt7O3bt2hV/fnNz87yZWk7ZNAsztpf65/p8PjQ1NaGvrw+9vb1z2nsgdSYXu76FnjsbM5lb+WonF/Oea3dDLHRbZao8Atm1s9k8V6+Y8qj1fsqmrdHuvNDfEdPX1xf/Gzs6OlBTU5O2p1u+2rv5ZJu9fLZvRh475FO+s5XP47v5MFu55fV6UV9fj46ODtTX16OtrS2+ndoxyULHrdlaLu9hNs/Vhtrbs2dP/Pl6brc7/hpne3xIVNQKXR0mc8ICvRNVVfTCmN17M1XvRFUVV5Lb29tTznaMNFcotd4g2uzvrpnZhlNdIdM/hgyvMi5FZ2dnfLs8Hk/aq6gul0sFkPJr9mvhcrlSvuZ9fX2qx+OJvwbNzc0ZzxqdSc/Zzs7OtFentauSQ0ND8V6OS5mxOheKKZvaMpubm5N6k2bS63mx8pnN9vb2+LrcbvecHrPzPd/j8Sz4/GLMZjH0UjRre6mqoidSpvlN1w5ks75snqs9n5nM7Trz3U5m855r+9CF3sd0ecy2nc30ufq/pZjyqL3ui/nSv76NjY2qx+NROzs7F8xIvtu7+WSzf853+2bEsUM+5TtbhTi+mw+zlVsDAwNqc3Nz0jZpuTDKcngPM33ufO81gJR3eWR6fEhUzCRVzWAwSqIiMTg4iJaWlqTeIjS/+vr6tK9XIBDALbfcEr+K3dnZmXEPU0qoqqrC8ePH4700mpqamNEMMJvGYnuZPWbSOGwns8c8Zo7tHRmB7RYREeUKhzWgZWX2DKv6244otdm3Q+q5XC4MDAxgcHAQLpeLM2YuwuDgINxud/x2nlSzAFNqzKax2F5mj5k0BtvJxWEeM8f2jnKN7RYREeWSXOgNIFqq3t5eNDU1AQD2798fn1XZ5/PB7/cXctOKQibj1mpjs1L2/H4/qqur4//3er3xvNL8mM3cY3u5NMykMdhOLg7zOD+2d2QktltERJRLHNaAit7g4CD279+PmpoaNDc3w+v1YteuXXC5XLyCTabQ1tYWPylsa2vDyMhIziZzI8oG20syK7aTlGts78hobLeIiChXWJwlIjKQ/ja3/v5+dHR0zHsrKhHRSsN2koiKDdstIiLKJRZniYgMEggEsHXr1vhkEU1NTejs7OQ4d0REM9hOElGxYbtFRES5xuIsEZGBuru7UV1dDZ/Ph8bGRh64ExHNwnaSiIoN2y0iIsolFmeJiIiIiIiIiIiICkAu9AYQUeEEAgEMDg4u+Dyfz5eHrSFKYDbJbJhJMhPmkYiIiGj5YHGWUpIkKeVXQ0MD2traEAgEUv5eVVVV/HkLCQQC8eW2tLSkfE5/fz+ampriy62vr0dbWxtPNnKgq6sLVVVVaGhoWPD9ampqSvue5xuzufwtx2x2dHTM2c7BwUHU19dn/bWUddLiMJPMpJkUax7n09HRgY6OjkJvBi1DzBZla3BwEC0tLfFjfK297ejo4HE+ERmGxVlKy+VyYWBgAAMDA+jr60NPTw/27NmDAwcOoKqqCr29vWl/d3BwcMGd14EDB+b9eUdHB5qamuD3+9Ha2hofaL+7u3vOyWC+dXV1ob6+Pn7COd9rof+drq6uRa2vu7sbDQ0N8fX19/cvadt8Ph86OjrQ2dmJoaGh+P/TLa+5uRkul2tR224EZjO9fGezo6MjaX3d3d1LWt9yzGZjYyO6urqwdevWpOy53W40NzfHv9ra2tDW1gaXywWfzwePxxN/TP+cpayzEBbKpP5iSLqvqqqqRa13vlwHAgG0tbUlXbhJlV9mcnllMts2sre3N77/raqqSnvBLp1s2shM9vXFnsdUAoFA/PNaDIXkxVrM/nkpyzDqufrfWeyxQ74wW8YsYzlnq6urCw0NDRgcHERrayu8Xi9aW1vjP8vkjoXFrnc5vIdGvt9L3R8TmZ5KlAIA1e12p/15Y2OjCkAdGhpKetzlcqlut1sFoHZ2ds67Do/Ho3o8HhWA2tzcnPSzvr4+FYDa2to65/dGRkYWXLaRWltbVQBqe3u76vV61ebmZhWA6vV65zy3p6dH7ezszPg1SUVbfnt7u9rT0xP/f09Pz6K3TXve7HXMNjIyMm8OCoHZTC/f2XS73arb7Va9Xq/a19endnZ2qi6Xa85rls36lms2h4aG4hlciPYa9PX15W2dRsk0k+3t7UlfnZ2d8S+Xy6V6PJ6M1pdpzrT8eDwe1ev1JrWtsz/bzOTyyWQ2baSqilxqmejp6VF7enpStv3pZNNGZrqvL+Y8ptPe3p703ixH2WZvqcsw6rm5OHbIJ2Yr98tYztnStrexsTHlz/v6+tSRkRHD1lvs76GR7/dS98dExYDFWUppoQLYwMBAygMd7SS6ubl53t8fGRmJN8SpCmDpTjYKTfu7Z+9kGhsbVZfLNWeHrb2OWsEw2wMNr9eb8uRMW99it23272vvw+zt13aAZsJsppbvbGoHSbOXqxWvZxdxMl3fcs6m9rcsVODKVSEsm3UaIdtMptLT05PyYks6meastbU15UG99vleKe3lSspktnlc6nZm00Zms68v5jymMjIyEv8sulyulH9LsctFW5jNMox6rqou/dghn5gtZisb2vamK8wavd5ifw+NfL8LeSxLlE/mqzCQKSx0cjU0NJSyh5FWANNOqAcGBlL+vtbIasuZXQDTGmqz0U62ZtN2SOlOhLSfZ3ug4Xa755yYqWri5E6/vmy2LZOTu4GBgYx7q+UTs5lavrOp9S5OZb4eKgutbzlnU/vcLvRa57IQluk6jbDYTGq0z2A2PUdmr2O+nrPzbbO+fWAml0cms8mjdpFuKb1ysmkjs9nXF3MeU2lvb49ffNHeo+XWw3GpbWG2yzDqual+bubiLLPFbGVDu2Mu3fmBUZbLe2jU+52L/TFRseCYs7QoXq8XgJhoIpXm5uak56X6/cbGRrjd7pQ/15ZrtrGsent74fF45jyuPdbX15fT9fl8PuzcuXPO49pj+vVls21utztp7K1Dhw4BQNK4dB0dHbj//vuXtP2FwGwmMyqbO3fuTDlupPbYYsfeXc7Z1F6bdNlaLuvULDWTbW1tcLvd8bHecindGJy9vb1wuVxJ281MFv86gezyqI0Lu5RJhLJpI7PZ1y+nPAYCAQQCgXgW9u7dCwAZjV1eTHKxf85mGUY9t5gwW8xWNnw+HwYHB+HxeFJus5GWy3to1Pudi/0xUbFgcZYyFggE4rNXapNMaIWuVJqbm1NOrOTz+eDz+VJOIqL/XSAx8VJ3d3fBJ7UB0p9AAeKE6fDhwzlfZ6oigvaY/jXJZtu0176rqws+nw/9/f1JBZBUBQozYzbzn83Ozk5UV1ejpaUl/vdr70Fzc/OiC2rLLZt6nZ2dAIDGxsZlvU7NUjLZ29uL/v7++PYbSWs/mpqa4PP55hS1mMniXyeQXR77+vrgcrngdrvjk8Zpk49kOqlQtm1kpvv65ZTH7u7upBNul8uF9vb2+CRO6fh8PjQ1NaGqqirthdj6+nrDJu7JVi72z9ksw6jnFhNmi9nKhjb5YrEdKy1mGWZ4bjZysT8mKhYszlJaPp9vzmzZ2uzBnZ2d6Onpmff39+zZg0AgMGe2Ya3H4nzFM7fbjYGBAbjdbvT396OtrQ319fUZzwZfKLneSWgzZKdbj9/vz3hZ+m3zeDzo7OyMzyLtdruTiiBm73XDbGbPiGwODQ2huro6aVbWvXv3Lvj6z6fYszmblrOGhgb4fD709PQYPnN6Ida5GPNlsqOjA263e97PYi50d3cntR89PT1z1slMFuc6s6XPo8/ni7dtgCi07t69G729vbjlllsyWl42bWQ2+/rllMehoaE5Pai1Ho779u1L+3tutzveCytVEbq3txc+n68gdwwsRi72z9ksw6jnmgmzJTBbmRkaGgKw+Lu+jLRc3sPF/h252B8TFQtroTeAzMvlciUd4O/fvx+9vb146KGHMuqRob99XH8lsru7O6MTbo/Hg6GhIQwODmL//v3o7+/H4OAg2traMDAwkPa29HQ6OjrQ29ub1e8AYifQ3Ny84E4l3cnVUjQ2NqK3txeBQCDpRFYrAmrbtJhta29vj/9d+vdT63mq77HT2dmJ+vp6tLe3L/lvygVmUyhkNgGx3d3d3Whvb0d9fT36+vrQ0tKSssCVjWLOpnbhYDbthM+IXhlGrLOQmezv74+/t0ZrbGxET08P/H4/enp60uaXmSzsOvOdR+17r9eb1Cu1vr4+vi2ZtHGZtpGZ7us1xZxHTVdXV8q7VLQejl1dXejq6kq73dpt66l6N+7btw+NjY0ZXwBYar7mk4v9czbLMOq5xYTZEpgt45nh+N0M76GR73eu9sdERaHQg96SOSHFhB7agNzzzWKpTbqkmT2zfapBwZFi0qV0BgYGVLfbXZAZGxcakNztdqedBGWxg9trv+fxeNShoSF1ZGRE9Xq98ddAey+Wsm16IyMjSc/Tr9/lcuV9BtNUmM25CpHNdDOnao+nm1Bhsesrlmy6XC61r68v/jUwMJD17NDZTr6Ui3Xm2lIyqf392kQui7HYnGntQiYTgjCTxq4zl7LNo/Y3pFtOJvuFbNrITPf1C/2NZs+j3nyvofY6p3oPNNrknrNzpU0kmO9JfdLJxfFZNssw6rmzmXlCMGZLYLYy5/V6CzJh3HJ5D418v3OxPyYqFhzWgDKmXXHu7++fczt4OtqVa+2qotfrhcvlWvQVLo/HE78dcCm3Ti+GdpU83VACfr8/57dpejweeL1eDA4Oor6+HlVVVfB6vfG/Xesxk6tt6+jomHN7pHYbf09PT1bvfT4xmy4A+c3mvn374Ha75/SA03qi5Hrg/mLKZmNjY/zL4/Hk5fbtQqxzPkvJ5IEDB+Lji+WblrFM8stMmm+d6Swmj6ny53K5Mu4BlE0bmem+fj7FlMeurq74LeapuFwutLa2IhAIpB0u6NChQ3C73XPet7a2NrS2tppmzN1c7J+zWYZRzy0WzFYCs5U5rZ3O91jCy+U9NPr9Xur+mKhYsDhLWdEOeDItvGi3/uzfvx+AOOnevXv3krZBOygqRGPscrnS7rgDullhc6m1tRUjIyPo6+vD0NAQBgYG4ju/Xbt25WzbfD4fDh8+nFSc7O/vj/9fO3DJd+ExU8xm/rKp3fKX7gQl1wdLxZ7NlWoxmfT5fAgEAkv+LC6Wtk0L5ZeZLD7Z5HGp7eVi2shM9/WpFFseDx06tGCBS9uXp9un9/f3zyl8d3d3w+/3Zz20kNFysX/OZhlGPbcYMFsJzFbm3G53fC6JQhRol8N7aNT7baacEBmNY85SVlwuV3wiikzHeNm9eze6u7vR39+PQCCQchyo2WaPuzb7Z0BmPUn0Ojo6FtVrZO/evfG/U/tbZm+fttw9e/ZkvfxMuFyupAPFzs5OuGb18lzqtrW1tSWN46qdONbU1MQfc7vdpr1CyWzmL5sLXa0OBAJpZ2xdjGLPZjEqVCa1nzU0NCxiqzM3ODiY8nOqZWihkwFmMr/yncfGxsaUz9WKrgu1b4ttIzPZ16dSTHns7u7OaF/rdrvR2tqK7u5udHd3J401CIjPsL6H5ODgIDo7O+OTOWUjF/maTy72z9ksw6jnmh2z5Yo/zmxlr6enBw0NDejo6Mj4vTbL8bsZ3kOj3u+l7o+Jikqhx1Ugc0KKcT31XC5XyvFfXLPG9VTVueOepVrX7PFi3G532nF/GhsbU4755PV6Va/Xq7a3t6sDAwNqT09Pzseh0f6W2dumbVO6MfVyOX6SNhaW1+vNybapqqr29fXNea20sbX02+x2uws+bl2xZbOnp0ft7OxMGsu2r68v6f+5kO9samNQzv4cauMppvv7sl1fsWUzVY6ytZjxPbNl1vayvb193vxku+50OXPNjIk6m/baz7d+ZjL368xHO5lNHtM9V8tnJmNOLraN1KTb189WTHlU1fnHA51N+ztm7/P7+vqS3rOenh61sbEx7X4uH+3dfJZyfLaYZRj13FTbY6YxZ/OdrXwd382H2cotrd1Ol6WhoSHTHL8vdhlmeG6qbU/3fudif0xULNhzlhals7MTbW1t8852qvF4PHC73RgcHMx4tmCXy4Wuri50d3dj586d8Hg8CAQCSbN4z56hWFt2fX096uvr0djYmPNxLz0eT3ymV0Dcarh//3709/fHxyzVGxwchN/vj9/mMTQ0FL+COPuWqaamJrhcrqTbDn0+HxoaGrB37974LNfazM+zr/Rnu216bW1tGBgYSHpM6zk2NDSUtD1mnxHTTNnU987zer3x187r9ea8x0C+s+n1etHf34+Ghga0t7dj165d8Xw2NzfPyUk269NbTtk0C7O2l0Ci9/lCPVdTZRLIPGf3338/mpqa0NjYiJaWFlRXV2P//v3xXvfzZYmZzK18tZPZ5FH/XJ/Ph6amJvT19aG3t3fO8Qew9DYym339bMWUR633UzZtjdYDWX9HTF9fX/xv7OjoQE1NTdqebvlq7+aTbVuYKk+LzW8unwssfl9utHxnK5/Hd/NhtnLL6/Wivr4eHR0dqK+vR1tbW3w7tX3AQscI2Vou76FR73e2+2Oiolbo6jCZExbonaiqoheGy+VKuhKWqneiqoorye3t7Sln30aaK5RabxBttmLXzGzDqa6Q6R9DhlcZl6KzszO+XR6PJ+1VVJfLpQJI+TX7tXC5XClf8/b29vi63G73gr1oMt02/fPTXa3UrkoODQ3Fe/ssZQb1XCimbGrLbG5uTnrfZm9bLuUzm6qanE+Px5M2n9msT/+3FFs2i6GXolnbS1UVn5VM3st0mcwmZ0NDQ2pzc3P8d+bLr/5vYSZzu858t5PZ5LGnpyfj9nSpbWS2+3rtbymmPGp/32K+9K9vY2Oj6vF41M7OzgUzku/2bj7Z7J/T5Smb/Brx3MXsy/Mh39kqxPHdfJit3BoYGEg6PtC23cjevMvhPcz278jm/c50f0xUzCRVVVUQLRODg4NoaWlJ6i1C86uvr0/7egUCAdxyyy3xq5qdnZ0Z9zClhKqqKhw/fjzeS6OpqYkZzQCzaSy2l9ljJo3DdjJ7zGPm2N6REdhuERFRrnBYA1pWZs+wmm7SF0qYfTuknsvlwsDAAAYHB+FyuThj5iIMDg7C7XbHb+dJNQswpcZsGovtZfaYSWOwnVwc5jFzbO8o19huERFRLsmF3gCipert7UVTUxMAYP/+/fFZvn0+H/x+fyE3rSjMNxatRhublbLn9/tRXV0d/7/X643nlebHbOYe28ulYSaNwXZycZjH+bG9IyOx3SIiolzisAZU9AYHB7F//37U1NSgubkZXq8Xu3btgsvl4hVsMoW2trb4SWFbWxtGRkYyOqkmyjW2l2RWbCcp19jekdHYbhERUa6wOEtEZCD9bW79/f3o6OiY91ZUIqKVhu0kERUbtltERJRLLM4SERkkEAhg69at8ckimpqa0NnZyXHuiIhmsJ0komLDdouIiHKNxVkiIgN1d3ejuroaPp8PjY2NPHAnIpqF7SQRFRu2W0RElEsszhIREREREREREREVgLXQG0DZCwQCuP3227Fnzx40NzenfV5XVxeGh4dRU1ODoaEhNDU1zft8IiIiIiIiIiIiyh8WZ4tIS0sLqqurAQC9vb3Ys2dP2ue2tbWhvr4enZ2d8ceamprg9/vR2tpq+LYSERERERERERHR/DisQRHy+Xyor69HT09Pyp6wg4ODaGhowOy3Nt3jRERERERERERElH9yoTeAcs/r9aYclF57rLe3N9+bRERERERERERERLOwOLsM9ff3w+12p/yZy+VCX19fnreIiIiIiIiIiIiIZmNxdhny+XzxsWlnq66uxuHDh/O8RURERERERERERDQbJwRbZgKBwLw/d7lcCz6nrKwM09PTUFUVsrxw/X7VqlUoLy/PYiuJiIiIiIiIiIiWr4sXLyIWi8HpdGJycjLt81icpTmCwWB80jBFURZ8/ujoKEZHR43eLCIiIiIiIiIioqISDAbn/TmLs8uMy+Wa9+cL9ZoFAIvFEi/KsucsERERERERERFRds6dOwdFUWCxWOZ9HouzK4zf7087WZhm9erVOHPmDDZs2IDTp0/nacuIiIiIiIiIiIiWh40bN+LMmTNYvXr1vM/jhGDLkMvlgt/vT/mzQCCAnTt35nmLiIiIiIiIiIiIaDYWZ5eh3bt3w+fzpf15U1NTHreGiIiIiIiIiIiIUmFxdhlqaWnB4ODgnPFl+/v7AQCNjY0F2CoiIiIiIiIiIiLSY3G2CGlF13RDFzQ2NqK5uRn79u1LeryzsxM9PT0LThpGRERERERERERExpNUVVULvRGUmY6ODvh8PgwODsLn88HlcqGxsRHV1dXwer1znt/V1YXh4WHU1NRgaGgITU1NaG5uXnA92oDFnBCMiIiIiIiIiIgoe5nW11icpTlYnCUiIiIiIiIiIlq8TOtrHNaAiIiIiIiIiIiIqABYnCUiIiIiIiIiIiIqABZniYiIiIiIiIiIiAqAxVkiIiIiIiIiIiKiAmBxloiIiIiIiIiIiKgAWJwlIiIiIiIiIiIiKgAWZ4mIiIiIiIiIiIgKgMVZIiIiIiIiIqIi5PP5Cr0JtIIwb8ZgcZaIiIiIlq3u7m60tLTkZFn9/f2QJKnoTkyKdbup+PDzVrzbTcXH5/OhqqoK9fX16OjoAABIkoS2tjZD1tfV1YWqqipDlk3mx7wZy1roDSAiIiIiMsrAwAB6e3sLvRm0SL29vXC5XACAvr4+tLW1we12F3ajKC1+3oobP2/Fpa2tDbt370ZnZyf8fj8AoL29Hbt27SrwlmWOmSsezJuxWJwlIiIiomXL6/XC6/UWejOWtd7eXjQ2NsZPeHIhEAjgwIEDaG1tjT9WXV2NlpYWDAwM5Gw9lFv8vBmPn7f8UhTgyBFgeBioqQG2bwdkk9x/3N/fj76+PrhcrngeOjs7C7tRGWLm0jBx4Jg3Y5njXSYiIiKiovX1rwMPPpj6Zw8+KH5Oy1dLSwsOHz6c02V2d3cnnUQB4pbK6urqnK6nKPEDt6Lx85Y/Bw8Cr3418NrXAm9/u/j31a8WjxdaIBAo9CYsCTOXgokDx7wZj8VZIiIiIloSWQYeeGBuvejBB8XjJun0QUWiv78fjY2NSY8FAgHs27evaHrpGIofOMohft5SO3gQuOMO4JFHgIoKYNMm8e+jj4rHTVAvK1rMXAoMnGGKJW/ccxMRERHRktx2G/CWtyTXi7Q60VveIn5eKLMnlOjq6kJDQwMGBwfR1NQESZLi/5+tu7sb9fX1qKqqQktLS9oJfnp7e9HQ0BBfVn9/f9Iympqa4uvTJtPQPyeT5eR7uzNZX0tLCyRJAoD4c7T/L4XP54PH40FXVxdaWlrQ1NSEW265BT09PfB4PEteftEz8QeOnzd+3pYDRQHuvRcIBIAtW4CyMsBiEf9u3gyMjgKf+5x4XiHoP2daFrQJmvSTNWnPzSTLPp8PLS0tqKqqmjfvucDMzWLywDFv+cExZ4mIiIhWuLY2YGZuhyWZnATe/37gAx8AVFWcY/z4x+JrqaqrgVwMZTk8PIzBwUHcfvvt6OzsREdHB9ra2nDLLbdgZGQk/rzu7m60tbWhubkZe/fuhc/nw+233z5nedrzvF4vdu7cif7+fjQ1NWFoaAhutxuBQAD9/f24/fbbsXfvXrS1taGjoyPpOZksJ9/bncn67r//fuzduxcNDQ3o6emZ0zNlsbTbJ7VxNXfu3Il9+/bB5/OZZuKORcvVhw0w7gOXqw8b+HnLdLv5ecutpX7MAgHgj38EbDbgySfn/jwaBfr7gVtvBRY79O9SPmbt7e1obGxEQ0MDvF4vdu/enfa5mWa5t7cX1dXV6OnpgdvtRkdHB2655RYcP348p+MbA8szc0sKXT4CByw6dMxbfrA4S0RERLTC+f3A5ctLX05ZmTiHUFVAksT/c7FcI3R2dsaLG9rJQyAQiJ8UdHR0oLm5GT09PQAQ713R0tISX0YgEIgXXLSxzDweD4aHh9HZ2Zk0MZJ+wonGxkZUVVXFn5PNcvK93fOtz+VyxU9s9BOELJW2HI/HE9/+zs5OU03csWi5+rABRfWB4+eNn7d8WurHbGREfLQsFiASmftzVRU/v3RJ/FsIWhaqq6szysJCWW5vb096/v3334+qqqo5kyjlwnLM3JJCVwSBY96Mx+IsERER0QqXq/kQTpwArFZRJ1JV0bFv8+bcLDvXczboe51pJx1+vx8ulws+ny9eUJmPNilPW1vbnOfOd6ucy+VCc3Nz/LbmbJaT7+2eb31GSDU2HCBOCI265TGvchlkoz5wBkyQws8bP2/5tNQIW63A0JAYvtmaomISjYrH6+qW1nM2n7LNlvb40NBQTrdjuWZuSW9oPgIH5DV0zFv2WJwlIiIiWuFycQezNuTlZz8rhrzU/v/ylxd2zNnF0MaMzPR2t5GRkayLJ263e844mItZjl4+tttog4ODKU+kfD6f6bZ1UXI0XMBy+sDx81Y4y/XzttSPmaIAr361mItp82Zx/UOjquK6yI4dwPe+t7zm3+vv74fX68Xg4CD8uRp+ZZblmrklhW6FBo55S7Z83lkiIiIiKohUcxGlmrPILBY6IK+e6V2SbmIfjVaUWeh5qejHOst0OfnebjOduPT392Pnzp2F3gxzKLIPHD9v/LwVG1kG7rwTqKwUdbHJSSAWE/+eOCEef9/7iqdOlkm2Wlpa4pMl9fX1JY0Pmg8rOnPLLHDM2+IUx7tLRERERKalKKknidfqRYWa0XqxPB4PXC5XfBxJzeyeHW63Gx6PB/v27ZuzDG0CilR8Ph96e3vjvTkWu5x8b3cq2klYtr+XzqFDh1I+7vV60dnZGf//4OBgfJIln8+H7u7upBmjl7Vl9oHj5y1zhfq86T9r2vqX++ft5puB++4DbrgBGBsDTp8W/+7YIR6/+eZCb2HuBAIB9Pb24v7770dra6uhkySxjU9jBQXOjHkzQxvHYQ2IiIiIaEne/Ob0PyuyO6zj9u7di46ODrhcLuzZsweHDx9OeaB+//33o6GhIT6epN/vR09PT/xfTVNTEzo6OhAIBHD77bfD5XJh7969WS8n39udCZfLhf3798PtdsdPeFwuFwKBAPbt24c9e/bMOyaoRhv/TT9pCCB62HR0dCQtY//+/ejs7ERvb298Uo/6+nq0tbWZavZlQyzDDxw/b5nL9+ett7cXu3fvRl9fX7wHcn9/f84KxGZ2883ATTcBR44Aw8NATQ2wfXvRdGDMmDbB3L59++ByuVBdXZ3yYsJsbONzbIUEzmx5M0sbx+IsEREREdEs2kzC+/btQ3d3N3bv3o37778f+/bti9/ODIjec0NDQ2hra8Mtt9wCAPHn6rW1taGjoyM+/pnX6006Wch0Ofne7kxoBarZY7v5/X50dXWhvr4+oxOpw4cPo6enB11dXfETtkOHDqGzszPpZDwQCMQLbT6fD3v27AGQ+4lEKH/4ectcvj9vzc3NAMRtwFohua+vD01NTVlvezGSZdF5cbm7//77cfvtt6OlpQVutxttbW0IBAKor69P+zts4w2wQgJnpryZpY2TVFVV87pGMr2NGzfizJkz2LBhA06fPl3ozSEiIiIqWl1dXejo6MBKPeRuaGjA/fffn9GJVHd3N1pbW7Nefk9PD9xu95zeMbTy8PNmzOett7cX+/fvjxcu6uvrMTAwwM8bsY2nvCrGNi7T+try6h9NRERERESmEQgEMjqJyoY29qDP58Pg4GC8B0x3d3dO10NUbIz4vAGix9quXbsAJCY2Y5GMALbxlF/LuY3jsAZERERERGQIr9eb0fO0cd4yofWg8vl88Hq98VsWtVvMiVYqIz5vgBiCoaOjI967TD+cAq1sbOMpn5ZzG8fiLBERERERGSLTE5zZ42cutEwWh4jmMuLzptGKIl6vN2lyNVrZ2MZTPi3nNo5jztIcHHOWiIiIiIiIfD4fmpqaMDQ0hMHBQXR0dKCvr6/Qm0VElBNGt3GZ1tfYc5aIiIiIiIiI5nC73fHbfQ8dOsTCLBEtK2Zp49hzluZgz1kiIiIiIiIiIqLFy7S+Judxm4iIiIiIiIiIiIhoBouzRERERERERERERAXA4iwRERERERERERFRAbA4S0RERERERERERFQALM4SERERERERERERFQCLs0REREREREREREQFwOIsERERERERERERUQGwOEtERERERERERERUACzOEhERERERERERERUAi7NEREREREREREREBcDiLBEREREREREREVEBsDhLREREREREREREVAAszhIREREREREREREVAIuzRERERERERERERAXA4iwRERERERERERFRAbA4S0RERERERERERFQALM4SERERERERERERFQCLs0REREREREREREQFwOIsERERERERERERUQGwOEtERERERERERERUACzOEhERERERERERERUAi7NEREREREREREREBcDiLBEREREREREREVEBsDhLREREREREREREVAAszhIREREREREREREVAIuzRERERERERERERAXA4iwRERERERERERFRAbA4S0RERERERERERFQALM4SERERERERERERFQCLs0REREREREREREQFwOIsERERERERERERUQGwOEtERERERERERERUANZCbwAR5YCiAEeOAMPDQE0NsH07IPPaCy1jzDytNMw8rTTMPK1EzD2tNMw8EQAWZ4nyL9c7oIMHgXvvBZ56CgiFAIcDuOYa4M47gZtvzt12Ey0WM08rDTNPKw0zTyuNEQUl5p7MjJknMpSkqqpa6I0gc9m4cSPOnDmDDRs24PTp04XenOUl1zuggweBO+4AAgFg9WrA6QSCQeDSJaCyErjvPu7YqLCYeVppmHlaaZh5WmmMKCgx92RmzDzRomVaX2NxluZgcdYgi90BKYp43vS0+Ff7mpwE3v9+4JlngLo6QFUBm00sCwBOnAB27AC+9z3eGkKFkU3mVRWIRsUBXygEhMOJ77X/T08DH/wgcOyYyDwAWCyAywVIEjNPhbeUEw1VFTkPBkXmtXb/ne8Ejh4F1q4Vz7FYgFWrxO8w81Ro2bbzWsb1X6GQyHooBExNAR/7GODzAdXV4ndkWXxvszHzVHiLaecjEZFt7WtyUmR+clL8f2IC6OoS+a6sFNmuqQFKS8VngLmnQlrssU0kIjI+MZGc9clJYHwc+PSngeeeE8uQJNHOl5cz87TssDhLi8birAEUBXj1q4FHHgG2bBE7t4kJ8XgsJv5fWwu89KWJk3LtxDwaTb3M8XHgscfEDsvpTDy+caNY1okT4vd/9jOxcyPKp9mZv3hRZFbL/MSEOBhraBAn6+GwOBibT7rMr10rvph5KqTZmZ+YAEZHxeOKAoyMiIsKt946twirXYSYLV3m6+qADRuYeSqs2ZkfHQX8ftHGKwowNiYunjU0pM/4bOkyX1EBuN3MPBXW7MyHQonMR6Oina+tBV7yEpFTrRCb7lhekyr3TqfomQgw91Q4szOvnbdGo+JreFgUbF/2skTetQJsJJJ+uakyb7UC118vvmfmaRnJtL7GMWeJ8uHIEeBPfwJKSsTO6sSJ5J+Hw8Dp08DDDyd6RC0kGhXFrEhE7NjsdvH41BRw/rw4WLTZxE6TKN/0mZ+eBs6dS/55LAZcvgycPcvM0/Kgz3wsJnr+6S84hELAyZPAH/+49MxPTjLzVHj6zCuKOLbRZz4WEz2rzpxZeuanp5l5Kjx95iUJGBpKLkBpx/OPPpp55oHUudcuZjD3VEizM3/8uDgG0QSD4rH//d+lZz4aTew3mHlagVicJcqH4WGxw/H7515FDIcTO6ZYTNzCVFIiriJqX9r/HY7E9xcvii+tF2I4LHZsY2NiXdXV4v81NYX5m2ll02c+Fkv+WSQiviwW0Xt282aRbbtd/Kt9zf7/uXPAF784N/Pj4yL3zDwVkj7zQHKRSt/OR6Oid4jDkWjX0/07PCxOzGMxcREiEhEnKxMT4v/MPBWSPvOynDrzFovo9bp5c/JxjfalHddouT93Dvjc50Tmx8fFvxZLIv/MPBWSPvM229zCrNbOq6o4viktFV9lZYnv9Y+VlIh/z54FPvGJRGEKEDk/dw64cIG5p8LRZ97hEG2xZvaxjSSJPGtf5eXp/3/uHHDPPYnOGtox/blz4v/MPK1ALM4uY01NTfB4PNizZw88Hg98Ph+8Xi8CgQC8Xm+hN29lqakRX+GwOMgCxMl5SYnYma1eLf7/jncAV1yRGHtNG9pA//34uPh+akr8zuioWN70tPiy2YCtW8XvXHutmEmTKN/0mb94UZyoWK3ihCQWA9asEf9/7WvFUBzpxiD0+xPfT0+Lk/RAQBwA6h+rr2fmqbD0mb90SfQktFoTvUHq6kT7/M53ikLV7Mzrv6anxe2x09Pi9/1+kXntpEiWgSuvZOapsGa387FYIvP6dv71rwc2bUp9TBMKieMY7fvpaZH1sTGxDq2HliSJfQUzT4Wkz/z584mLbbIsvlavTrTzWub1xzTa9xcvzn08FhPtvqIkHlMUYN065p4KR5/5c+cSF4kVRbTLdXXiM9DWJoae0Q/Pp/8aG0vkXmv/9ZnXhnuKxYD165l5WpFYnF3G/H4/urq60NXVFX+ssbERfX19BdyqFWr7djFu1KOPiquG2lXxycnEiXd5OfCd74gdXaZqasTvareGAIlJlSorgfe9j4OoU2HoM19RIU5iANHjT+sRWF4OfPvbS898LMbMU+HpM19VJW5tBUS+HQ5xApKrdl5RmHkqPH3mq6vFsB1AIvNaO/+tby0986oqTuarqph5Khx95mtrxWRGqprIvHY8n23mAVHkCgTE8rQvtvVUaPrMr14thvKYnhY/czoTxzb79+cm8zympxWMaV/G3G43Ojs70dzcjPb2dvT19bEwWyiyDNx5p9jRTE/PPfCyWsUV9mx2arIsriw2NIgeuBpVFSdJ880KTmQ0feanphJ5BxafeUlKZL60NPlnzDwVWrrML6WdlyTRa8rjSc68qooiFTNPhWTEsY0kiQkeb7wxMcahZr5ZwYnyQZ95rWfrUjMPiMLuli3AC18olqHRhilj7qlQ0mUeWHrmN28GXvACZp5oBnvOLmPV1dVob28v9GaQ5uabxY7mH/4h8Zh2O8jrXieuTOrHlJ09Dtvs7y0W8fsPPgh0d4vJxLQr96tWicHZuVOjQtIy39yceEyf+ec/P/UYhKnGI3Q6xcGblvmvfQ0YGEj0WCkvZ+ap8LTMv+51ice0zL/2tZllXv9lsyVn/vHHxcmRqorPBTNPhaZl/k1vSjymZX7PHnFsk8kxjfa93Z6c+WefFcMexGLMPJmDlvm3vS35cS3z87XzqY7ztcwDIveDg+L/FovYbxw7xtxTYWmZf+c7kx+vqwN2787+2MbhSM7844+L7y0W4G//VtxhyszTCsTiLFE+HT8u/nU6xQ7ola8Usxhffz3wxjdmv7wHHwQeeEAcIN51l+i5UloKvOUt4nEAuO223G0/UbaOHxdX3bXM33KLONG+/vrkk/lMaZl/61vFbePDw+LE5vWvZ+bJHGZnftcuUUx9/vMXl0195j//+cTyW1qYeTKH48fFxTMt8897nig6bd++9Mx//evi4rPNBrzsZcw8mcPx4yKTWua3bBHDHCw280Ai99u2iYsSAPB3fyfmmmDuqdCOH09cRLNYxBAHV1wB3HDD0jN//fWinQeAF79YDIfGzNMKxOLsCjA4OIjDhw9j586d8Hg8hd6clUvbAa1fnxiL8F3vElfEF7sDUhRRiL3tNuBjHxPF2WhUXGmXJPFzokLRMq9NfgSIixDT07nJ/Gc+k3jsla8UxQBmngpJy/zVV4sTakBks7o6N5nv7k489jd/I5bLzFMhaZm/4QZxsQwAXvpSMZFLLjL/ve8lHn/hC8WEp8w8FZKW+Re9CDh7Vjz2ghcAL3nJ0gpKWu5/85tEcXZ4GHj72xM/JyoELfONjYDPJx67/npxZ1wuMv/kk4nibCAAvPvdiZ8TrSAszi5jfr8fHR0daGpqQmtrK/r7+9HQ0ICenh643e4Ff//cuXPYuHHjgs973/veh/e973252OTlTdsBdXcnirPV1Ymd2WJ2QG9+c+L7khIxE2YsJiYa45VGKjQt8wcOAE8/LR5zuUSPP+3n2dJnXhuDMxoVhTBmngpNf3J9+LB4rLIyd+18WVni+8uXmXkqPC3zjz8O/OpX4rGKitxlvrw88f3wMDNPhadlfngY+P73xWPl5UvLPJDI/eBg4jHtggdzT4WkZd7pTDxWVpa7zHd2Jh4bGRH/MvO0ArE4u4xpRVlNY2Mj9uzZg6amJgwNDS34+4qi4MyZMws+b2xsbEnbuWJoO6B//3fxrySJsWGB3OyAtJP2WAyYmBCFX6JC0jL/jW8kHqutFf/mIvP6k/ZAYOnLI1oqLfM//nHiMZdL/JuLzGv7DEAUZ4kKTcu8fizCykrxby4yry0LSBSqiApJy/zHPpZ4rKJC/JuLzFdVJb4fHV368oiWSsu8dvcOkNtz2JqaxPesK9AKxuLsMqYvzGoaGxvR0dGB3t5eNOsn6UlBlmWsW7duwfVUaAcklJnpafGvxTJ3xvml0JalKNyxkblMTia+z2V7oS/OslBFZqLPfC4vlOkLVVrvEiIz0IbxABIXJHJBn3lehCMz0R9r63O6VCzOklnpM6+/WLxUzDwRABZnVxxtOIO+vr4Fi7Pr1q3Dae32e8odbexNWc5tcXb2rX9EZqFdkJDl5Nuyl0pf6GVxlsxEX5zVn3Qslb4A4PfnbrlESzUxkfg+l8VZ/eeHxVkyE/0FiVxeeNZf0GOhisxE3wbnsjir3VUHJH+uiFYYudAbQMZoaWlBQ0ND2p/7eVJXGKoKhELie6tVzDKfK7zdlcxKuyBhseS2OKvPPNs0MhPtgoQk5bZHlb7oxUIVmcnUVOL7XPYWZ48qMiv9BYlcXoTT3+LNQhWZiT6PuTy20Rdn9Z8rohWGxdllanBwENUpDo61ouyuXbvyvUkEAJGIGBMWEIVZScrdsvWFKvacJTPR9xYvKcndctmjiszKqN7iLM6SWRnVW5xjEZJZGVWcZS9CMiujhq8pLxfHS0DyvoRohWFxdplqbm5GX1/fnMd7e3sBpB6PlvJgaipRnNXPeJkLHIuQzEhRgHBYfG+3ix7juaI/GWLmyUyMGr6Gt7uSWekvSPB2V1oJjLogUVWV6LzBQhWZiVHD15SXi7vrgMS+hGgFYnF2mdq7dy/a2tqSHhscHMS+ffvQ09MDVy4bVMqcvjibyx6EAHsRkjlNT4sCLQA4HLldtj7z7FFFZqINX2Ox5Lat5+2uZFZGXZDQZ563u5KZ6ItIuSzOlpUlClX64UKICs2oCxIszhIB4IRgy5bL5UJnZyfa2trgcrng8/kAAA899BA8Hk+Bt24FGx8X484CuS/O6ntUsThLZmFkb3He7kpmFIuJIWwAcUEil8PX1NUlvmehisxEO6G2WHJbnK2oEAVfRWGhisxF31tcPynvUmmFqmiUhSoyF31xNpdji9vtgM0mLvKFwyL7ubzTjqhIMPXLmMvlgtfrLfRmkJ7+1utcnrwAyVcw2aOKzGJqKtFzNtcXJNiLkMxIf0HCyN7iLM6SWegnO7VYxEl2rmi9CFmcJbMx6oJEWVli/M1gUHy+cnmRj2ix9G1wLicEkyTRgWN8XBw/TUzkdtgEoiLBYQ2I8kk/o3wur7ID7EVI5jQ6mugtnusLErzdlcxoetq43uL6W/9YqCKzCIcTF+GcztwWkvS3eLMXIZmJdkEi15OdynJi3xGLMfdkHtrwNRZL7s9jtc9QLMaxlmnFYnGWKJ/0PWdzOYM3kHy7K3sRklnoL0jkujir3e4KsFBF5jExYVxvcY7LRmY0OWlcb3HtdldADBcSjeZ2+USLoe8tbrPl/hZsfaGKF5/JLPRDeeT6+EY7L47FeB5LKxaLs0T5pB8LNtdXHF0uzu5K5qPPfK4vSLAXIZmRkcPXlJYmigDa7a5EhWbkZKfa7a4AC1VkHkZOdgokPkfRKDNP5mHUZKdA8jmC/jiKaAVhcZYon/TDDVRU5HbZLFSRGekPsHJ9QUJ/u6t2qxVRoel7i+f6goQkiZ6EgDhpZ+7JDCYmjBu+Rr9MFmfJLIwcvgZI7DtUVQwPRVRoimLcZKcAsGpV4vvLl3O7bKIiweIsUT7pD7CMLM7ydlcyC33PWf2BVy7YbIlCVTicOGgkKiQje4sDyYUq3iVBZjA8nPg+172pABZnyXwmJozrLQ4kHy/pP19EhaK/IKEde+eS/ryYmacVisVZonzSj6GTy1kuAXFwqO9FyNtdyQyM7C0OJN/uykIVmYGRFyQAFqrIfIwcsmn2MnnSTmag72xhRG9x9iIks9GPLW7EBQn9OYL+DiSiFYTFWaJ80hdnXa7cLnv2uGzsPUtmYHRxloUqMhv9SbsRxVn97a76ohhRoehPpI0ozrJQRWZj5NjiQHIHDhaqyAympoyb7BQAqqoS33PMWVqhWJwlyid98SjXPWcBzu5K5mPkBQkgcVKkKJzdlczByOFrgOTiFwtVZAb6zBtdnGWhiszAyPH0geR9BwtVZAb6tteICxL6cwSOs0wrFIuzRPmkn6irujr3y9cXZ3mLN5mB0cVZ3u5KZmN0b3H2IiSzMTrz7EVIZqMvmBoxtrj+eInFWTIDIyc7BZJ7zrI4SysUi7NE+aQvmNbU5H75WqFKVXkwR+agz7z+wCtXWKgis9HftWDEBQmOy0ZmY/RQHixUkdkYfYeEvgMHC1VkBkZPdlpbm/ied8LRCsXiLFE+aT1nJcmYExgWqshsjC7OcnZXMhuji7P6XoQsVJEZGH2HBHtUkdkYfUFCX5xloYrMQH+8YUTmWZwlYnGWKK+CQfGvLBtz1VG/s2ShisxAP5SH0cVZFqrIDPTFWSMyr18mJwQjMzC6OKsvVOmHUCAqFKOH8tAXqph5MoN8XpDgvCm0QrE4S5RPWnHWYjFmMHXe7kpmMz0t/jXqggRvdyWz0V+QMGL4Gt7uSmZjdG9x/eeImSczMPqChL44yzkkyAz0FwmMKM6Wl4vzYyD5OIpoBWFxliifQiHxr8UC2O25Xz4nzSCz0YqzRl2Q0J8UsRchmYH+RNqIHlX6nrPsUUVmoM+8EZOd6ouz7FFFZqDPof7YO1cqKsRFbYDFWTIH/fGGEZkvK2NxllY8FmeJ8iUSAaJR8b3DIcadzTUWqshstAsSsmxMcVZ/0s5CFZmB/g4JbZLGXKqrS3zPzJMZGD18jb7gy0IVmYG+OGvEBYnychZnyVyM7i2uL84Gg2Jya6IVhsVZonyZmgJiMfG902nMOjguG5mJqiaKszYbYLXmfh2cQIDMRj+2uNEXJHjSTmag3SFh5GSn2kk7M09mYPRkp7MLVUSFZnRvcas1cVdpNAqEw7lfB5HJsThLlC/5KM5yXDYyk+lpQFHE9/nIPIuzZAb6nrMlJblffmVl4s4L3uJNZqAfvsaIscX1hSptXUSFpO8tbkTPWaczcUE7FEqcPxAVitG9xYHEMVMsxuMbWpFYnCXKl8nJxC0aRpywAxyXjcxlejpxQuFwGLMO3u5KZqIoYggbQPQAMWL4Gv2kGSxUkRnoh68x4viGt7uS2Rg92akkJS5qx2I8vqHCM/qCBJC424jFWVqhWJwlypfh4cT3RtzqCrA4S+YyOZnoOWvUBQl9oYonL1Ro+jskjLogweIsmYmqJnqL629LzSX9JKrRaKIYTFQo+uFrjCjOAolzBUXh8Q0Vnr44a8SYs0Dis6QovBuOViQWZ4nyxe9PfG/UgZzLxQkEyDxGRxM9nIy6IMFCFZmJvjhr1AUJu12M4QyIIpV2AYSoEMLh5AsSRvQWB5Jvd+XxDRWa0cPXAInjpmiUhSoqPKN7iwPJk6heumTMOohMjMVZonwJBBLfGzGDNyB2llpxVn+Fk6gQ8nFBorSUt7uSeUxNGd9bnLe7kpnoh68xamxxgLe7knmoamKyIqMmOwWSzxVGRoxZB1Gm9BckjOpwoZ9QUn8OQbRCsDhLlC/5Ks6yFyGZhf5kwqjirCwnbh/n7a5UaPrMG1Wc1S+bxVkqtMnJ/BRn9be76o+niPItGDR++Bog+Vzh8mXj1kOUCf1QHkYd3+iLs/rhAIlWCBZnifJldDTxfUWFMevQ3+6qv9WQqBDycUEC4OyuZB76kwmjLkjolx2L8XZXKqzxceOHrwGS9yHsUUWFpB++xsgLEvpzBRZnqZBUNTHZqZHD1+jHsmVvcVqBWJwlypexscT3RhVnJSm5UMWhDaiQ9BckjCzO6m93ZS9CKqR8XZDQF35ZqKJC0mfeyOKsvkcVC1VUSPkYvgZIPldgoYoKST98jZG9xVmcpRWOxVmifMlHcRZgL0Iyj3z0FgcShSpV5e2uVFj6/BnZc5a3u5JZ5Ku3eGVl4ntekKBCCgQSvcWNLM7qC1U8tqFCyldv8erqxPf6cwiiFcKgEczN6ZFHHsHhw4cNXcfb3/52Q5dPRUxfKNUfcOWavhfh+Diwbp1x6yKaT74uSHB2VzIL/Qm0kZnXL5vjslEh5euCBHsRklnkYzx9AKiqSnzP4iwV0sREore4kXdI6DPP4iytQCuqONvX14cPfvCDAADVgBm9JUlicZbS0xdn9TufXNMXqnjSToWkL87qez3lGmd3JbPQj/+ar+IsM0+FpD+B1rfFucbbXcksWJyllUafPyN7i9fUJL7nePq0Aq2o4qzmwIEDOV/m/v378b3vfS/ny6VlJF/FWc50SWahH//VyMzrC7/MPBVSIQpVPGmnQtLnz8jM6293ZeapkPTFWSPHFmehisxCfxHYyAsSdXWJ7zk0H61AK7I4+5rXvCbny/T5fCzO0vz0k3OxOEsrQb4uSOiLs+xRRYWkP4E2MvP6ZTPzVEj5ukNCX5xloYoKKV+TndbWJr5n5qmQ9MVZIzNfWSkmt1ZVTvBLK9KKmhDM4/HgAx/4QNEtm5YJrTgrScaewHDSDDKLfPWc1fci5BhVVEj5Gltc/3nSF8eI8i1fxVl9L0JmngpJf5yRrwsS7EVIhZSvCxLl5YDFIr7Xd2oiWiFWVM/ZW265BbfcckvRLZuWiWBQ/CvLxt4SwnHZyCz0xVn9SUaucVw2Mot8XZBgoYrMQl80MrJQpe9FyEIVFZK+zTVyKI9Vq0ShKhZjoYoKK1/D12jF2WgUmJ42bj1EJrWies4uxRhPfmip8lWc1Z8csVBFhZSvzOsLv+w5S4WUrwsSHJeNzCJfw9e4XOLOI4C3u1Jh6YcYMPIOifJycfwEsFBFhaWvgxg52WlJSaLnbDAohjcgWkFYnJ3HV7/6VWzbtg0WiwVVVVWwWCy46qqrcO+99xZ606gYhULiX6sVsNuNWw97VJFZaCcTsgyUlhq3Ho7LRmahP4E28qSdvQjJLPJ1QYK3u5JZ5Gv4mrKyROZZnKVCyldxVpIAp1N8zx7jtAKtqGENsnHrrbeir68PAOB2u+F2u+H3+zE4OIgPfOAD6Ovrw89//vMCbyUVjWgUiETE93Z7oveHEVicJbPQes5aLPkrzrJHFRWSdiJhdG9xrUeVojDzVFj5muxUK1TxdlcqtHwVZ202cc4QDIpziHDY2M4dROnkq7c4IHrPAqI4Ozlp7LEUkcmsqJ6zo6OjeO655xZ83ve+9z309/eju7sbiqLg2LFj+OUvf4nDhw9DURR85StfQV9fH77//e8bv9G0PExPi50MkLgiaBR9cZa9CKlQVFWcSADiBMNq4LVA/e2u7EVIhZSvCxLsUUVmoZ/s1MixCPW3u4ZCvN2VCidfvcWB5F6EPL6hQsnX2OJA4tiJmacVaEUVZ/1+PxobG/HOd75z3jFk1ZkDvl27dqX8+a5du6CqKvx+vyHbScvQ1JTo4QQYX5xlL0Iyg2AwcUHC4TB2XfrbXVmookLShq+R5UTvDyOwOEtmob8gYWQPJ0ma26OKqBD0vcWNLs7qC1XMPBVKvsYWB8QxPSAuwHFia1phVtSwBlu3bsWxY8fQ3d0Nj8eD3bt345577pnzvObmZmzZsgUejwcejwdutxvV1dXw+/3w+XwYHBxEfX09du/eXYC/gorS+HiiOGtkbypA9FzRbnflWD1UKPm8IMHbXckM9L3F7fbERC5G0MYu1253jURED3WifNNP/Gj08c3s4qx2Ek+UT9pxhiQZn0HtgoeisBchFY7+fFJ/h6YR9J+p4WFj10VkMiuq56ymtbUVx44dQywWw7Zt2/Cf//mfc54zODiIt7/97RgYGEBPTw+8Xi96enowMDCA22+/HYcPH0aFkQNi0/Kiv/Jn9MkLJ80gM9AP5WFkD0JA9MzVhk0IBhNFYaJ8yufwNQB7EZI5aL3FLRbjx8Pk7a5kBvkavgZILlRdumTsuojS0Z9PGj3mrH54nMuXjV0XkcmsyOKsprOzE4cOHcKhQ4ewbds2/Pd//3f8Z5WVlfB6vVAUBQMDA+jr68PAwEB8zNlKo8dboeVFPwSG0QObl5YmirPaAeQypCjAI48ADz0k/i2melwxb3vGAoHEmIBGn7yskNldizk3xbztGZuaym9xdgUUqoo5N8W87RmLRMQdC4C4SGbkZKdA4vhpGd/uWsy5KeZtz0o+i7MroFBVzLkp5m3PitZbXJaN7y2ur7Es0yEkizk3xbztxWBFDWuQisvlwle+8hX4fD588IMfxD333IOvfvWruOGGG+LPufHGGwu4hbQs6E8ijC7OWiziJGkZ3+568CBw773AU0+JTjsOB3DNNcCddwI331zorZtfMW97VvQHVEb3nNWvY5ne7lrMuSnmbc/KxETiKDUfmdeKAooCjI4CGzcav848KubcFPO2Z2VyMr8XJJZ5L8Jizk0xb3tWVDXRW9xqNXayUyC5OLsMC1XFnJti3vas5fOChL44uwwvwhVzbop524vFiu45q+d2u3HgwAF4vV687W1vw6233ooTJ04UerNouRgdTXyfj6KRvhfhMrvd9eBB4I47xNW6igpg0ybx76OPiscPHiz0FqZXzNuetUAg8X0+Mq9d9IjFxBjPy0gx56aYtz1r+nbe6JMXYFmPy1bMuSnmbc9aPoevAZZ1oaqYc1PM2561cDi/FyT0t5Az86ZRzNu+KPqxxY1u6/UTjunPJZaBYs5NMW97MVnxPWdn83g8OHz4MPr7+3HLLbegqakJnZ2dHF+WlkZ/0p6PLM2+3dXo8YFy5etfFzv+226b+7MHH4QSVXDvj96MQADYsiVxB2VZmfiTT5wAPvc54KabjJ2LZzEURVxtXHDbn/06ZGv61wCKArz5zXnc8kXSX+3OZ3F29rrNLsvMq6p4ejFmPu22L5fM6wuk+SjO6gtVxVSczTLzilK8mde2vbRUzKFy+jTwr/8K9L3h67Dal0HmJyYSw9fkozhbrLe78thm+bTz+uFrHA7j16fPfDEVqpj55ZP52ZOdGj18jb44qz9/NjtmfvlkvoBWZHF2bGwM3d3dOHToEAKBAFwuF17wghfg9ttvjxdhGxsbcezYMXR3d8Pj8aClpQX79u0r8JZT0dIfUOWjOKuf3TUQMO/trrN3ZLIMPPBA4udaI/7gg8ADD+DIS9+Hp54CVq8Wf9a5c0B1NbB2rdhR1NUBR48CR44AO3bMXZ2iiJ8ND4sT5e3bl74DzHSZR44gvu1jY8DpY9OoKIlgwzUVmJwUx/gPPww8sqMGnu+2i0uQ2h76ttvirwHe8haxQLPv5PQHVPoiklH0BWAzj8u2hMwPD4viTnk54HaLXy2WzAcCwIlnQ3DaYth6XSnC4WWY+XxfkCiWsQiX2M6fOCE6qG3bJu6oLJbMj40Bx58OQVUByeFAKCRqOr//PdB0/lZ8fOoDuLnYM5/vCxL6C81mvgi3hMyHQsBzz4kayJYtxdXOh8PA8SenYJVVbLqmbHm285OT+R2+plgKVUvIfCQC+Hyifd+6VYwUUSyZj0bFtqtTU9hcOwnnxjqUlQGHDwM967ai5cm7If/ud8Bf/mXidQGSMw+YO/fBYH57i9fUJL4fGzN+fYu1hMzHYsDQkKh7b90q2sliybyiiG2PTkzjippJlF1Ru/wyX0Arrjh7//334x3veAdU7Ur/jJ6eHrS3t6O7uxtve9vb4o+3traitbUVXV1d2LZtGzo6OvD2t78935tNxU4/WUs+irPFcrurfkd2222JHdynPiWO1jo6kg7chze8HKGviSF0h4ZEm37+vPh/TY04Zrh8OfWfbMQ4Odksc3hYPMduB44fB6IxGReGrTjzhygkqxWKIv6eO771Anw63ICbf/tb0TPowgXgd78Dnn1W7NRSncyYUb6Ls/rPlZkLVekyf889IvMf+EDKzNvtIvOAaE5OnQI2by6uzGvbPvDnKGSbFao6K/P/+78i8+fPF3/m81Gc1ReqzNyjaqHM33lnysw7HKJIBYhzwxMnxEWJYsi8wyG2NxqTMBWyQJ1WUFIqw+kUf8vRs5W4I3QX7vv5J3DzyP8AZ88WZ+bzOZ4+UPyZ37dPVDDf+96UmXc6RVsZDIqvkydFgbYYMu90iswHIxZEQzFcnK+dDwTElcZizPzYWP4mOwVEDwSNmYuzC2X+n/85beZPnUrcNf/cc0B9ffFk/syZmbmyIhYcfa4E8rkQQqoDkQjw/h+/GN+x3Is7D38IN4/8BHjBC4CvfU0sZO/exGtk9tzne7JTfXHWzMOULZT5d70L+MY3RBF3VubPnUvMsXb8OHDVVcWT+QsXZuZdjsp46mQJLOdDCCNF5gM/BRoaxN8PFFfmC2hFFWcffvhhtLW1wePxYO/evXC73XC73fD5fBgaGsK+ffvQ2tqKhoYG7Jh1yaK9vR1tbW3Yt28ftm3bhq6uLrzqVa8qzB9CxUd/5S8fQwwUy+2uWiP9wAOiKLNmDfCtb4mDdgC46y7xer3jHcBtt6HmEbHzOH8+eXbI06dFBwZVFYUg/X4dSIyTEwiIq37aCbI2Ts5992W/c8t2mTU1iW2PRoGo7MCUokCNAdZYDHa7imhMwXGfijscH8F9dZ/Azb/6idjBHzoEvPCF4sBOv0NLdduIWegzr78tzyj64qyZb3fVZ350FFi3Dvjud8XZCSAyX1kJtLbOm/mREXFeWFpahJlXAYsag90GIBabyfy/4r66jydn/gUvAG64oXgyry8W5eOCRLH0ItRnfmIC2LABOHAgkfkPf1h8ft/2NuBNb0LNoyI3Fy6I2q1mbEw8Vl5u/sxfuCBOZIIxO1SokBFDOAioNhWWWBQbp5/FsFSHzwXegpv690COhES3k507gWuvTTqhK5rM5+OCRLH0ItRnfnpaDM73ve+JzKsq8NGPitfrLW9JynwgkHwtPxAQ854VQzsfCIjPqL6dl9UYHDYAykw77/wo7qu9Gzf3z7TzAwOAxyOuunz96yL3Zs98vnuL19YmvjdzoUqf+VBIXD3+4Q/FAbqiAHffLV6v224D3vAG1DwmcjM2ltyMTEyIa1Uul/kzPzaWONwUubdBnQIc1jCskozKsTN4dKIGd8ifxX0//wBufmif2KmVlIguktEo8F//Zf7jm3z3FtdnXt8gmo0+85GIaMf+538Smf/kJ8Xr9frXA697HWqeELmZnExuRoJBsWuorTV/5icnE3NxxjM/DdgtEVhlCZVjZxOZ/9kHcHN/p3htnE7gscfESg4cMH/mC2hFFWcPHz4MSZLwq1/9KmkM2RtvvBE33ngjmpqaUFVVhcOHD88pzgJAZWUlPv3pT6O1tRUf/OAHUVlZiZe+9KV5/AuoaOl3LvqTC6PoC1VmLs4CwJveJO7zvPtuMTaBqgJXXCHObmMxceTzk58Ap09j+6teg6ucV+Ch4xtgK7HGx7xRVXFbUakyAc+WYWzfvjm+eP04OZs3ix2LNkdaVZW4evmRj4gLnbKcGEdHP6TS7OGVFEX8zsWLoramdaKYb9yg7duBbc6TeOjJ9bCVWBEMAipkyFIMiqJgOijBhXFc5TyBE8oV+NxkG27CzyDb7WIBjz0mbhFZt070KDb7Dk1/EpGP4myx9KgCROYHB8UJOpCceW0okl/8AjhxAttf9Rpc7dyG/qPrYSuxJWXx9GmgTJrEC9yX02Z+wwZxJX5kROTYZhO/9573iIv6Npu4ldBiEVnV/tW+174A4OMfF4XWdevER1NRFs78Vc6TeOjoelidIvOQZMiIQVVUBEMSKjGZPvNPPAH8f/+fuNfrrrvMn/l89xYvpkkzbrtNvJ8f+YjIuz7zqirOcn/1K+C557D9la/CNc7r0f/UBlidyZk/exYolSbxwnkyv3mzaH60l6SsTLTz73+/6JguSeL52mZoPfv03wPivPkLXxCfl5oa8fZGo6I5mzfzJSfx0JPrINttUBTAapOgxiSoioJgSMIqBLHKHoRsHcXR6NU4Il2PHfbHxAKOHgVuvVW0Zx/9qPkzn++hPPRnrWYuzgLivRsaEm2XFrBNmxKZn5gA/vd/gdtuw/ZX/AOucXrwm2fWA3ZH1u38li2iBqwdarpcoq3+8IdFB3WLZe5xjP5YR/t+9rGNooi2fqF2/prSE/j1U+sAmz2pncdMO1+BKdHOx1K0808/DbziFaLNvPvu4sp8PnqLF0txFhDv3alTIvPRqMj5xo2JzE9NAX/4A/D612P7y1+Jaxwvwv8e2wDVmpz5ixeBsQtT+IsrL82b+cnJRD+AigqR+Q99SMRIy/x8X4DYrI98RGzi+vViHdFoZpn/7dNrodrEuMPhMKBCgoQYwlELyjGBOuUkah12cXwT+ifcZPkjZO1Wv698RXRGqa8H3vpWc+den/l8XJCoqBAvtqLMdNE0sdtuE+H50IdEEXJ25qenxYXX3bux/e9fgWvsL8bvnl4PxepMyrzfD0xcnsZN2y7Om/lgMNEMVFYmMv/xjyfymeo8VqMd/3z4w2IT164VeQ+FMsv8wafXQLGK3tNJmY/JKI9Nok45kTrztbXAV78KfPvbwJVXAm9/u7kzX0Arqjjb2NgIVVXR2NiItrY2NDQ0xH92+PBheL1eSJKExsbGeZfjdrtx4MABozeXlhP9ziUfPWf1xTCz9KhKNVD62Bhwzz1QfnsQR4LXYNiyGjXyCLZXKZC1PVAsJvY+AORHH8WLhlvwq8g/IqgA1XWiCZuYAKYnopCkCN5z61OQ5cSOTRsnp65O3Doy+9g2FgP+/GdxpTDTesr4OPDkk2JcLJ9PPGazAVdfnX6sLFkGdlwxgl8/VovpSQCSBSW2CMIRGTHIkKDCgRAkpx116hiOTm/BkZqbsEMZhKJKOBK8Wrw+p0awffsOLHGYIePluzhrxkJVqsxPTwP33gvl57/EkemrE5lfFYYcConXLRpNZH7fp/BXl1+JhyK3I6hIqK6zoqxMHFSFp6NQVRVvvflYyszX1IjaQCiUvFmxmPj5l7+8uMxrt5rLssh8urGyZBnY6fbjVzOZV2FBiT2KcAiIzmTeiojIvKLLPB6BMjaRyPy5EWzfvJWZn01/u6tZxmVLlflIBPjiF6H88Mc4MnVVIvOl05Arg2L/GA4nMv9v9+Kll/4f+sPvRjAmwVVjRWWlKLAulPnVq8Wt4LObgFhMXN/69Kezy/xTT4nMX7yYeHzzZtHcpMv8C9zD+NWRWoSiMqSZdj4UUxGGBRJUSBC3eDilCC5HbBhetQWwnoAyOp7I/OURbK+qMX/m9bnLx5BN+uKsWXpUpcq8ogAPPABlfw+OTG5LZN45CbmyUuwHQqFE5r/0BbxhxIP+4McRjVhQusqK6mqRu3jm/zp95i9ciC8qLhYTNyC85z1LO7aRJFE/Ki9Pn/lX7zyJ/kfrEA7LUFQrShxRRIIqIjPtPKBCcthRp47i6NRmHKn5S+ywPDaT+Zk2YWQE2yGbP/OFGL5G67ig9SwotFSZV1XgwAEo3/ovHBmvT2TePg65okK08dPTicz/5/14e+B3eGiqCxGLBY5SK9avF8MEhKejUFQVr33hc2kzf+mSuFinF4uJztjt7UvLPCDGAa2sTJ/5N950HP2P1iEajsLmtEKWFFgRRXSmnQckKJIM2elAXSSAo6HrcKTsL7Aj+EdxTB97PoZHqlBzHNj+xtvMnXv93Wj5KM6WlYnqupmKs+km+/rpT6F8/UEcGXMnMm8dhbxqlQjk5GQi8996EP80+nv8aurfEJYtcJRZsWGDhNOnReZjiopXek6lzfzIiDi+0dMy/4EPLO14HhCdOerq0mf+bS8+hoeO1CIiRWF1zM28CgkR2GBzOFAXHcHR0LU4Uv6X2DH9h0Tmx6pQ44th+xveZO7MF9CKKs5u3boVBw4cwO7duzEwMJD0M20M2p6eHmzZsqUAW0fLmv6Aavb9CkYwY3F29tg8Tz0FfPSjOPhHG+4904mnlKsRspbCgTCuPXIMH3nts/C8aou4yvbQQwCA2Jr1eDx8NbbZT+BUeDWcYzHEXDVQwyrKMYkN6xQ8s+VWvES3Wm2cHP3VxtmbpaqiHpYprUOAftD0SER0GNi6NfW4QRMTwCPqDdi2cRi+0zFMKSWIxVRY1QgkyHAggpClFGpNHZwWC4ZPxBB66d/isR3vwdc+fQE/H/UgKDnhkCK45iVncOd/jePml+Whd95i6TOfj97iZhyXbXbmT5wQmf91NJF5SwkcUgTXPjmT+de4ge98B+jrAwCoa9biieg18cw7RmOIWqphVRTYMY1NG2L4aegW3BoWt0MBInfBoKibzC7MapuVi8wrijhQ3LYtdeZDIeBhdcdM5hVMqU5EQwqsqgIZEmyIImJxIuJaDaddnpX5i/j56I2JzL/iNO78xjBu/oc8tJ+Lle+hPMw4LtvszJ8/D3zsYzj4s4lZmQ/j2qeHROZ3bxOZ/+UvAYjMP6Y+T9fOKwhbXbApajzzv4jegr+NipMLINHOj4ykvjaTq8wDiUn50mYeN2LbxmEcPyPa+eC0CosahRNRWKBAkmVMVqwFrFY4zk1i4ysb8NhV/4ivdc7K/BtP4s77z+LmPesz3+h807e1+SjO1tUlvjdLcXZ25kdGgE98Age/d3Fu5p+dyfyeq8StnT/7mfi9tWvhs14Vz7x9SkKspBxWBfHM/zycOvNTU3MLs9pm5SLzqip2Xddck35MxCMVN8fb+Um1BNFgDBZVXHa2IgbIFkysWouSUoh2/paX4bEd7xWZD+gyf8cJ3Kkew81vuTLzjc43/TF1viY7tVjEm2OWQtXszE9MAJ2dOPjgcdx75tMi87J4T68dmsn8a68GenuBn/5UXE1YswZnnFfiSvtJnAqvhjUoIzhaCoeqwo4QNm2I4UejL8bfTSRq4Prj+dmFWW2zctXOnzwpRphJl/mn1rwE2zYO49TZMNSIFcGwE1Y1BiuisCAGWQbG7LVwOVWUxKZQV+aH8t73YfDJJ/GJ716Jo6F6hCQHHKfDuObaJ3HnV69b9Nihhsv38DVacTYSSQzMWmizMx8KAf/+7zj4xSO498w9yZk/rsv8D34ghjqYyfzlsi2ot5/CqfBqyNMWBEecKJUgMr8xhh/7/wovH04c3mmZj0bnFma1zcpV5s+eFU1ausz7ttyCKzcM49TZCGJRG0JhB6xqDHaERWcLWUXAVoc6ZwQlU1OoKxuB8p5/weDRW/GJ7+gyPx3GNVc/jjsfeL55M19AK6o4CwDNzc1QFAXd3d0YHByE3+9HdXU1GhoacPvttxd682i50h9Q5btHlVl6EerH5jl8GDh6FAefWYM7TrVjVF2Fv6x7BnWOMVSffxIvmvw/VH3Dh+mfRlFS4RCX8yYn8evgi3AuXA1XSQi3lP4Qb4x8HcNjtRiu2YKvVHwA6tr1+M53RG++ykqxY7l8Wezbp6YStzmtXp243SMUEj9/9atFjyggMUzB7O81J0+KO5KcTtFr8PJlcfVydFQct9vtc8cN6u0FJiZUuKpl3Db1Y/x4+CY41SAqMIrV9gAsNhn+WAXGT5WiAYfxr1IPrv7FECa+NY13x6x4g3U1/k95If4kvxB/GH0R7njtJdz3P+W4+a9T3LdiBvoTZ30ejWLGXoT6zD/xBPDoozh4tDaR+dqnUeccT535deuAqSn8QXkhToTWwlUSwl+V/Axvi3ZjOFADR5UTX1j3KVwoq8dTTwH/9m/A3/xNYg658XFxXGuxiF7dmzcnOt9ot79+4APi7qJYLPGl3cY6+99jx8RtTiUlItvDw6IjjDb+VKoxEX/0I9H8uGpteO30L/CLyzvjmV9vvwzVZoc/VoHAmUr8hfSH1JlXX4Q/SS/AH8ZehDveNIL7flyJm19i0kOXfA9fY8bbXfWZP3YMeOQRHHy0IpH56qOoK51A9fmjczO/di0wPY1DlhfhWHAjXCUh7HI+hHfGvgD/aA0clQ78x9p7cKmiHk88AXzpS8Bf/3WinQ+HxffaMBzr1onsA+JkfmoKeOc7xcUE7bZWbSgb7Xsg8dizz4pb/8rKRO4vXxZtfCwm9gFr187N/A9/KD6DrtUOvDvag99fqMfR2FXYhJPY6jiHkLUM/lgFLpytxQ48jDvLu7Hpf07Af1aXebwIf8IL8IfxF+GOt07ivpoQbm505O89zIY+d/kozprxdld95k+dAh5+GAcPOROZrzqKurI0mV+zBggGcbHqavQdeQFcJSFstB7Bh6R9mBorg32VDfddtQ+XKq/Ek08C//EfwEtfmsi8doFMy3xNTeIinXZs09ws2v/ZxzLa/7XhPIC5xzZjY2IZkYjo0agtX5/5I0dEzy3XuhL8xfgRPBVYD6c6jQqMYov9LEK2Mvhjlbhwvg43yr9N3c5rmZ94Ee54VwT3rTHxxWf98UW+irNa42SWQpU+8xcuiHb+d1Ii867HUVc+nTrzdXVAKITxdVfhh0/8NVwlIdTKT+Mu+R7Exm1YVabg/uffg2OO63H2rBiW4xOfEHc+HDsmcq1v57XJgAHRzk9PiyE+tczrv4DkoWu0Cw9f/nIi8xMT4rhGa+fXrJmb+RMnxCg8rg1luGJqEK+Z/AbuwkdQKY2iRArCaYuh2jqOiCJj24XH8Srrj3GFehJ1XSFcDljxjuhW/En+C/itq3EJdfjDM7vEMf1368xZrNL3nM1HcdZuT1yFCodFNdFa4OO+2XOkPPYYDvaHEpmveAx1q4KovpAi8zU1QDiM0Oar0Pv0LXCVhOCSj+GD8mdgnYjBVRLEt3Z8Co/IDfD7xbAcn/2s6N167Jhof32+xHmry5UYUUWf+S1bknOup///8eNiyKaSEpH5qSlxbKN9HjZsmJv5ixdFjdm1cRXWTB3B7okH8FHsRaU0ilXSBKw2oNo6gemYDddefDRN5v8SfmudyPzQLtyx5yLu27/anJkvIJOe4RivtbW10JtAK4k2DanFkp8xqvSFKrOctANi5/b73wPf/CYUyLh3/OvYpj6Nfy77KjZPnECpfwQVSgCKJONUdCOGxlbjeRtVSJcuQY3FcMjxPFysuQ7OiUt447ZHsOOJJ2aqTRLkbfW4+8SbMRYrx+7d4vhBUcR+/fJlsfry8sStSoD41SeeEEMffvjDc68ipqMo4iT81ClxAFhSkrg15OSzQdikKDZeXY7t28Vj4+NAz7dDCB56Go7IBD7o+T5OjayCPTaFO+QvYZN0AZgSs12OSC6sUc6jxBbFxbEaRGMyNslncEXsJG5QB7BH/S6eka/GfePvxufePIabju3IeLvzSn8SkY/e4mYsVAEi8488AnR3J2e+9KvYPHkCpSPpM49YDH+efB4u1l4Hx8RlvO7K7yYyPylh7eq12PPU3bgcqcRnPiMG8LfZxMmF1qGtokLMUaDN4aCqIqtXXAG87nXZZf7b3xaZf97zRDN27Jj42RlfCDY5ik1Xl8UzHwoB//WNMIKHn4EtPIH2Hd/DBb99JvNfxBXyRagzmfejCmvVcykzv10dwB7pOyLzE+/G5/5xFDcdbzBn5vW9xfMxfI2+AGyW210Bkfmnnwbuu29O5q+YOoHS0RFUzpP5P4xehwu1z4NzYhhv3PZ93PhYop2vrVmD1z/7MQwrVfj4xyWUlordaiwmagSAaOc3bUo0Cfp2/vbbM8/8rl3igoSW+dLSxBwuY5dDmLikYOt1JfHMT08D//XNKKYHnoY9NI633fhL3Dp8GV+LvR6vxXdxNZ4DpsIIwYHLag024RTq1BBODa+d285rmZ96Nz73j37cdOqF5sx8vi9ImPF2VyAx1uZnP5uc+ZL7sTl4EqVj87fzByd24GzN8+GY9OO2jX/CXzw7IIIbkrCm8jN4/fFP4pJai3vukfBv/5aoU5w5I/4tLxcXnTdsEP/XZ/5DH1r8sU1NjbjJSVGA4XMhBM7FsOXa0njmVRX4z+4oph9+FrbpMXRc/X18Zexm0c5LX8RmywUoU2GE4cCwWo11OJv+2Eb6Lp6Rr8J90+/G5956GTed+QvIFhNefNb3Fs9HZwutkQNEI6OqqQeTzLfbbhMVm3vugaJKyZkPnUTp+PyZ/8PE9Xiu6kY4pvx405V9eMnQH8TfFpaw2fFJvOa5ezHsWI+f/UzCL34hdnETE4le4qWl4gLZpk3i//rMv//92WX+Bz9IZF4b9ikaBUYvhTB+KYatuswDwNe/FsPkw8dgnxrF66/sR8vZXnw//Pewx6ZxR+nXsGbqOdjDIVjUKKqkAKbCJQiUrsOJ6Uo4on68WPod/j/ltxiPVGBSKsMJeTPuO3cHPveeXbjp8GbztfX5viAhSeKgdWIiMTRAPj5rC7ntNvFafOxjUGJqIvPObmyOnELp+QWO58evxdGKF8JhHcGr3L/Hrcd/PdPtVUK99Am8+sTncc5+BQIBGTt3ivPXqSkxpJOqiszX1ooiLLC0zPf2Jo5tAHHIFgwCU4EQnvGruPJ5zqTMf+ubKkYHjsExNYI3bP4t3hz9Ln4U+X+JzE9nkHn1txiPVmASM5k/fwc+9887cdPAFvNlvoBW1EsxNjaGRx55pOiWTcuAVpyV5fzP7mqWXoSA2NOcPg3EYvAF1+M65XF8yvYxXBl9GpfCqyApMUAFJFXFBuks5FAQE2oZsHkzQhEL/upsD1SrDectGzF55XZxBX6mO+AtT38R1538GS6fnsboqIqxMXEModXpYjEFsekQrNbEvv6JJ8Sx7v/7f5nv1ADx3L/9W/G7TzwhCmKVlWK5E0ErIlMRvGX9z8UyVRX79z6MqT8cgX16FH+lHkTZiSdwt2MfPiF9FFsUH8ZipTipbsKougrXK0ewHmdhLS9BNKRgi3QCdjWEoOpEDDKcUhBXqs/ik9KHUXrqaRz5gW/B7S0I7cS5EJk3U6FKVcW9QpKEI9HrUKZO4FO2u3Fl7Glcjsyf+XDMgoYT34dqseKsuh7KtqvE2cjMfUy1g7/A3534Ii6fnsbEhBrPujaUgRJTEJsKxnu/5jLzkiRO3GMxYDJkQXgqijev+0U88z/65KMI/PZR2KdG0KAeQs2ph3G3/VMzmT+O0Wgi889XH01kPqzGMz+tOqFAhgO6zJ85hiPffiznb1NO6HOXj97iq1YlTtrNVKgCRNemeObHE5kPr4Icmz/znue+D8gWnFXWQr7SLWZpsVgAVcXax/vQePoBXD4dxMREop3X6iWxmILoVBglJbnPfDAo5vmIxYCpkAWhoILXVP86vszvf/oZjP72ETgm/dil/hlVJx/BzbY/4j7b+7BDehQjkfJ45m/Ew9ggnYNaUpqU+ZTt/IXncOQr/5f79ygX8j3OslacBczTi1AzMZHIvDKOT9k+hm3KMxiOrII0T+YVyYK1j/4CkGWcmF6NtVdXiIqT1QqoKlY//b/4mzMP4PKpICbGFYyNiYtu2k1RsZiC8GQYLlfuMx+JiI+flvnwtILX1vXHl/nwd57CkW8+Csf4ZdTFLmDXpZ/gbusnRTuvHkcgUhbP/HY8krKdD0Fk3oEgrsQxkfnLp3Dks7/M9TuUG/nuLS7Lia6hsZi5cj/TBXV25v3R+TOvyhZUHP4VIEl4bqIO7qusojJqtwOqCsfTj+Kdlz8O63PP4Nknw3jiCbGqUEgcb6sqMDWpwDoZyHnmQyFxkSOReRXNNb+KL9PXN4Tf/PujcI5dRGlsDC/2fw+y3Yq7Xf+GT0j/is1TRxFQK3BK3YhyTMCpTqMcE6hxTkMOTWODdBZQlZlRaVVMyqtEW4+7UPr0wzhyJPdv05Lp78DMR+aBxHmD9gabhd0OKEpy5tVnMTKTeTUp89NJmXf++beQAJwYr8FVV0ZFzwmnUwT6mafx7sv/Csfxp/HsEyE884z408Ph+K4AU5MKnKHcZ35qKjnzkZCCl1UcjC/z3KHT+OmnHkbJ6HnYItP4m9H9kG0W3F35uXjmRxfIvKQqoveuqmLSUqHL/KA5M19AK6rnrNfrxQc/+EHEYrGiWjYtA/qes4483J6oL1SZZVw2AOjuFrMTT01hA3z4kPpJWCMKTtrrUadcRIU6ChUSZEmMxbo19gyiw1dBLXXhvFKHzVNH8ZflR9Bw9TmUfv/bOPjCN+JFHZsR+OR9sJ84hnG5AlIsBmdkHNFgCU6dssJikVBuDyEWjAAxGSdPiguyWgeEd71LTIodiYhNTDWjcaqZLz/5SfGv1yuuPjocMxN1ylbUVirYcPz3eOTOSzh5dBIP/HoXbJEg7E4L3lDTj0vDDtRYRlBZEsDpyGpMRuxwSiFUqGOwzYxXVTF6AhWKCgtiiMIKG6JQIcGuhnHOdgUqI5dxm/J1DP/H00DTv+TnanY29Bck8tFbfNWqxO2uZjqQe+IJ0XM2EoFiseJd6n1YpY7ijGUrqsJnsUoVF0+0zLujzyB6+UqgpAoX1ETmr916GWXf/yYOvuB1eOEHtyHw8X+H4/hTeFi+EU5lGrFIBJK1BIFAIvMIBRGL2nDqlDj+yybz2r/zZd7pTGR+dWUUrqHDeKTDj3O+KXzpJ8+DGo5AdtrxJtfPMTxiRY11FBUlAZyJrMZkxAGrpKBUnYIVMchQUDF6CqsUBRbEEIMFdkSgQoJDDeO8YzMqw5dwm/p1DH+pAfjbdcntnBnoC6T5KM5qYxHGYuYqzp4+DfzmNyLzkox3qV/AKnUUZ61uuMJnsQqzMh97BhEt87p2/pqtl1H2vW/g4Av3YOcHr0XgE/eh9NgRPClfB7sSghqOQLI4ceqUDbIsMh8JxiApwKlT9pSZD4fn5hrIPPPxHuiyFRuqRnH2yREM7j2Asyei6P7BlZDCIVicNry54scYGZEwYduIKucISu1OrB85i7HydZCjYVhDMaiqCtulc7hSORPPvFVr55Uwzjm3oDJ0UWT+a9uBv98ousiYSb4vSNjtojoTDJrndldAXB344Q9F5hXgXfgCVqljOGOrR3nkAlZhTBRjJMChBkU7f8kNOKsxbKnDpvGj+MtNR1BeHcbaH3Xjd3/RjB0d2zF2zxdQdvQwHpOfD4cahBKJQLI6cPKEHZBE5sPTCiyqaljmnU6xW1VlK9ZVhTB+9AwevqsXw5cU3P+dcqjTqyA77bit5AeYCMRQax/FKkuinZdlwKGEYIECGQpWjZ1GeUxMJKNlHhCvy3nnFlQGL4jMf/d5wMs3AdddZ/z7lw19cTYfvcUB0fCMjCQKVfm44L2QcBj41rdE5mNKPPNn7fUonbwYz7zWztdHn0b0/GZgYzVGbHVYf/Eo/nL9EaBcxeaffAn/95evxvM+cCPGP/0lVD75f/jbuoP4t5F3IxpW4LRN4tLFUkASd0s4EUQoDJy8XIagQzQH2WZe/+987fz6qlFcfHIYD//rf8MfkLH/m0GoE+shO+14nf37iASm8acXt2HT0w+hfPQShqKbEJGdqFBGUYJpRGGFQwrDFngOqxQJFkQRgRUqJJSok5DsdpwPrcda5SxuC3ox/L/bgB3PM/zty0q+L0gAycVZs5zHqirw1a+KzEdi8cyfc9SjZCI58zY1giujTyF6ZhOwoRpjzjqsOXkUf7nmCCYdNlzzi//AH256Ja55306MffYrqD7yW7yk7jC6IiFEgyqc1klcvlQCSLIYNgwhRMLqgpkHknOfTeZlWWR+Y9UoTjw5hT9/5EcYDzvx4/vPIzq2FbLTjtfYfghLYASHXtKK9U//GqvGZjJvccAVS868feQ5rFIxcx5rASChTJ0AbDacV2YyH7ofwz/dAOx4YT7ewaJggiOa/BsfH49PAJYrw7NHTSbSKEqiCuJw5Od2JP0ttYUsVOlntzx4ELjrLrE9DgeU8hrYLl+ABVG4w0cRgR0yFKiQgJk5re1qGPYLPsT8dtiDFbCpEWwLPop3nPg8fLKM8oe+jbMPhaDa7IhUrEPV6DCutD6HU7H1UKamxUmcLKNaHUbtFjueHq7F+HjiJdmwAfjzn4Fbb138n1hbK24tVNXEeD8lJTV4x7EPovzzFzGqVmBKLUGpJYjXbfgzrim5iNMjYdSND0GFhK0IwCrFoEBGRLLCosagArAoUagAFMiQoUJCFIAKSQXsVhXDSh22RZ9G5Jkg8JmoGKRIn60HHxTZe/ObF//HLYX+gsRKm91Vn/t/+RdgaAiQZVxf8jigjiIStaIsNgZZjcGCGBRIkGYyb0MYtovPITZyBrbpclgRxebxI3hP9N9xygKUP/RtnNMy79qIipERuG0ncD66GhPTAKJWQLZgvXQO5ZvL8Yy/EuPjiWPbXGY+FhPDhKgq4HTW4M5j/4Lyz17EhFqGCbUMpZYgXlH7MG6sPIWzE1HUjonMb8EorLICqCrCkg1WNTqT+fDMvN5a5mMz/1PhsEQxbFktMn8iCHxiXNxzrvWiAwqfea1HU756i5eUJP5+7Ui9ULe76jP/zncmMu94HFDHZzI/DlmNJjKvzmReTWTeGlwFmxrF5vHH8N7o53HGBpT3fxsX+0XmY1WbUDkygnrbczgTXSuamWgUsMgoj41h3WYZxwK1mJgwJvORiGjnS0uBUKgG3332b/H9zlFEYMWkWopSSxCvqfkjnl95HmeDKmoCIvMyZNRYFNRNXUJQdcCSNvNRxDMvRzBsXYNtkacRORsE7r4sBtrVX+AtdObzfUECENXC8fHESXs+hhBJRZ/5t79dDFIsy7je/gSgTiAStcE5NQWbEpqbeYRhu3QSauAsECxDmRJD3cXH0V7pxYRjCuW//DaGf/k1KFYHlKrNqBgJoN72HM5G12JKy7xsQUlsEvWbVRwfq43f9g3kNvPhcKJTI1CDLx3bgwc+PQxFlTGiVqLUEsSukmN4xeo/4+J5CVUjIvObMYZ6WYEEFRHJCpsagQrAGgulzXwJpjFsW4Nt4acRuRAEPn4auP/+5IvPhc58voevAeYWqvQT4+WTPvNve5sY50WWcb31SUCdRDhqg2NyGnYlOCfzVkRg9Z+FOn4RUtCJVUoM684NoK3yu5BKxjH1i28j8AuR+dia9RieKMG4UoZqyyimozODwZaWwiGFsc35LM6VrMfx8VpcvCh2g7nMfDAoOq+XlQGRSA2+eezlOPCpEciqgmG1CqWWIJ5nO4nXr+nHpcAqrP3lg6hVzyAGC54nPwUZCsKSbSbzEqAi3uarkGGBAi3zZbFRTDvWYHiqGtvUpxF58B7gdZ9Pfo8LnXl9cTZfmdd36rh8GbjqqvysdzZ95ltbgYcfFpm3PAGo0whHbXBOTsM2K/MKJFgQg2X0ItRpP6RpKypjKrae/R1aVv0Cq8rGMfHzb2Ps519DzOJAdM1GDE+WYCRWgTqrHxOxUmAiBpSUwooornUew6XStfCNGZf59evF8DijozX46bEX4xf3jMOhhjCs/hVKLEFcJZ/BW1b/BKMTLqz+5bdQp8+8qiAyK/MyopCQaOvFGa2Kyugwgs5NGJ6cyfz+e4E3fjb54nOhM19AK2pYAwBQVRUulwtVVVU5/frMZz5T6D+NzGpqKjH6vHZrktH0t7sWsjirzW759a8Dd9whdvBOJ2CxoHTsAmwQRWsJKqwz34uDFwkqZEgQVyAjQQWV0WGsivrRNnwPosdPonzqIsakCpyWNmE4WgmnMo275H34K+dhbLafA1QFCIdQHvbjis0yhqVahMNik6xWUbddt27pf6I26UwoJE5imprEOdrotB1jSjliqpiteNLiwqhfweXj4ygL+Wf+asCKKCQ1Bqsagawq8eWKGovYwWuXkrSydXX4HEJSKUqlaWwbOwz09IheO5oHHxSve6EG8VHVxL31Vmt+ejZpvQiBRGG4ULTc//3fA7/+tXjM6YTNqsKCKJyYRpk6ARmJOy1UFcmZD6lYFQugPBrAu4c/DsnnQ/nE+eTMRyZwl7wPLyw5gi3Oc7CrojdZbeQs1lzhxKitFqGQyJIRmY9ERPPyspeJzI9N2zCulEGZyfyE7EJkMoThExMomRaZFz2lIpCVCCxqFBZ95oF4kVqfeQCoCZ1FRLKjVJ7J/C9/KXKuKXTmgfyPLS5Jybe7ap+5QtAy//KXAz//uXjM4YDNLukyP56UeUC09VrmwyEVFdERlEdH8K6RT0J67jhKxy8kZz40jrukfXhR6WPY6jgHWY0CkTAcoTG4tyiYKq2Nvw1GZD4WE3OBvOUtIvMTIRsm1RLEVBlWRDEpV2JqCvCfnoRzMjnzUiwCKEpyOz/zpUJKegyYyTxsKJWDIvP/93+iOKsxQ+a14qwkrbzbXfWZ/8EPxGMOB2wOGRbE4MQUKpTAvJmPRIDS6BjKYqN47+jHUHnyMZSOno1n3h+rgD04iruke/DCsiewxXkOVjUMRCKwhSbg3hxFtLI23lvWiMwrisj8a187k/mgFeNK2cyxTRQTciUqo36Mnp+CfUJkPgIbbIjAooRhUSKQ1cRrMF/mq0PnoKhSIvOPPgp85jOJ2WzMkPl89xYHEvsTVU0e8zbf9Jnfv1885nDAVmKBBTGUYAqVysiczCu6Y5toFLBHJ1ESm8C7A5/EhlN/QtnIaUxI5fHMxyamsdo2ghusT8BdfhEOOQIoMVgnAnCrQ4hWr8awVBvfpFxnHhD1wNe9LtHOTyilicxLFVitXsDUpUlYRocRkpwzRdcYLEoYshKFVRKvgQoAM714Je3/SGS+KnIRFdI4JqVylGIK2y78TnRr1O7ENUPm9T1X81Wc1e9PCtkBTp957ZjT4YCtxBrPfEUsOfOiDGmJZz4WBSzREBzKFN4WuBfbTv8aZcMnMYUSnJY2YUSpQGxsEqutw7jB+gQ2lw+jRA4DigJpchxuDAG1tfDLxmb+0iWgpUXMJzERtmNacSCqWmCZyfx6nEXEPw45kE3mpXhbr2W+IjqMauVSIvP+P4kORtoxrBkyX0Arques2+1GY2NjoTeDVpqpqcRONl/FWa0XYaHHp9Jmt/yP/xBHOA5HfOAoyW6HKkmAqhVjJEygDHaEEFKdsMoKSqwRxFZVIXxpEk4ljJC1DBWRYUQnJlGixrAGwLBchzFU4ulQKdYrJ/Bqyw/xZP3L4X78OQRVB2olP86FduLScKJGvmqVOMa124FrrxWPZTKTcaqfPf20+F6SxPHDD34AIBZDSWwS1+ApVGMEfrkGFyuuxWvHuhGMxKBYylCBy5DjhShx4BqFBRF5FZzKFCSL2LOFo3ZEVRkyFJRhEjHIkGJRuOVn4awthVxWK2ZIuOsu4PrrxQn8Aw+I6oH2+udbOJz/zFut4g01w+2ut90mwvZP/5QYxT8UgjQ5CUkCFFWOlx/HUIESTCOIRObVqhoEz0+iRJlG0FKGSjWA6OQ0HKqKTTiJYakWfqkGz4Q3Y71yAq/CD/DkNa/ENY8/ibBihRMhXAp5cO5yIvPaBLu5yrzWQXN0FPjOdwCoii7zfvjlWpwpvw6vH+/GVERByFKDVRiGHTGIiw7iSnoMMiJSGZxqEDGLBEmWEIzaEZvJfOlM5lVFhVt9FvaacsjldSLzn/kMsGOHmMa50JkHkofy0O6LNJr+dteJifx93mbTMv+ud4l/y8pE5qem5mR+HKvgRDAp80plNcIXJ+GcybxLGUZsYgoORcF6nIZfqsWIVI1nI5uxTjmBV6nfx5PXvxLbHnlG9K6SAhiPPg+nziUyX1Ymcppp5mf/fHbmtVFTJibEbYQOWwy2yQlcj8fimT9fcS1eP9GNiYiCkFy9YOajFgmyLCGka+eTM/8M7LWVkFetEZnv7gZuvFFMI26GzOe7tziQKFRpb0ahaJl/97vFv+Xlusyr8czLUDCBcjgQQhAOWGUVJdYIUFuL6XNTcCrTmJbLUCsHEBsPwqYAV+A5BKRqXJJWYygqMv8Pse/hyef/A7Y9/BQCsVWokgIIx67E8eOJzJeWirfCbhejASzUluv/nf3Y008nH0Z+9rOA1aLAFk3O/JDj+Xhz6CsYDyuYtKzFlfDDiSD0mVcgYVoqhUMNIipLkC2yLvNqPPMxVcLW2BBsNRWQq9aLzPf0AB6PmD/BDJkvRG9xbQcOJGa4LQR95mOxeTIf02VetPMWaxTS2rWYODuFUsWPabkMNbZxxCbDkGMytsCHUcmFi9IaHItsxhWhE3ir/DV8dPN/4aoLp7D64mNYL53DZMiFHwReH9/dlpSI3V6uMm+1isPHUEjUSO02FbapcV3ma/CM/Qa8LfxljE0ouGjfiDXqSVgRnelMIQNQEVUkhFAKB0KIWuxwWKJQFGA6YocCCWWYggIJMVVG7fQp2Kw1qJCCkAOTiYvPFos5Mp/viR+B5N7yfn9+1pmKlvk77hCZLysDgsHMMm+zQN64EWNnplCmXMK0XIpq2zhiU1EgFsFmPIcJtRwX5bUYim7GFZETeKv0NXx083ew7dJp1J47gnXSOUyHK/DDkTdgamZ363SK3OszD6TP9Xw/e/rpRGeLSERMju1wqLBOjuN6HBGZl2rwlG0H3h79MsamFVywbUqZ+YgiIYZSOBBGRLbBadVnXkYppgCoiKkWuEIXYLNMoUKeybx28bmmxhyZL6AVVZx9zWteg9e85jWF3gxaaSYmEkfO+TxhN8vtrrfdBjz+uLgVRDtqcjoBh0NMDKOomIiVwIYILqEOa3EeTgRhk1VYVq3CeXkdLNaLmJCqYLlmG0qe/F+EVXFwU2mZQJ19AqPhEpyNrMNFtQ4bRo9i/dkBuG0XUBkeRiBWgdFTFZhUnw9JAtraxEmGdmHO41l8+//gg+KurjvuAH73O8DnA06eVLFHOoA34Fu4Cs/AJkURUW0Y91dgs+ITu7GoCsgyrGoMMcgIzkx8ZEUUF+1rsCF0HDHVAnu5A46xaaiqDVZEEYQTYdhhlVSUyxOwOErE7ZTf/KY4WX/BC8QA8+9+d+FPXrTM52OMZY3TKU7gCn27KyCKhtpncGaiGNjtkKNRQFExrTghQcVFrMEGnE7K/AV5DRTLRYzbqhG9+nkoO/rLeOZL5BDqHWewJnQBFyJrcEmtwcaxo1h76s8otVxEZewyAkoFRk+swiR2ABB3H37pS7nN/J13Ar/9LfDMM/rMfzMp86OjLmxSTkCBhIpoAJIkbvNSVBkh2BGD6G0zbF+HDeGZzJc64ByfRjCe+RKE4IRNiqLMMg2L7ABu/yfgG98QA2W99KUi83fcMeePUhTgyBFx0aSmBti+3cAL8aoqLgoA4og5X1f8Z/ciLOQ4vBlm/gLWzsn8OctawHIR49ZqKFdfg/KnfoWQMnMSK0+jxnkK48ELOB9Zg0tqLTaOHcWa439Eme0SKkOXMKpU4JHnHJjEjQAkvO51Iuvf/GbuMr93r+gI/8QTorl9nbQfb8A3cSWOwSZFEFHtGB2pxBXKSSgAKpTMMm8tdcA5MY3pWCLzQThhl6IoswRhkZzA+zrERc7Tp4FXvlJk/j3vKfzJi9bTJV+9xYG5t7tefXV+1pvKjh2Ji4Dj40mZl2IKgqoDKiScx7qZzIfimQ/YV2NauoRRZxVGN9+A6078NJ55hxzBFucF1AUv4WKkDn61GpvGj2L1s/+HctslVMZE5o88J2NKqoYKCf/wD+JC2be+JTJ/441Lz/xHPyqGjx4YEJnfI/XgjfgGtuHZeOZHpqqwSTmJCGxYq5yAJAEWKFBUGRFYEYINMmK4bF8/k3mryPzkNKajiWObSZSjBEGUWkKwIAS86wNix3X6tPhDtm4VwwQVOvPaBQlJSi6aGsksxVlAZN5uF6+Ddru7wxHPfEh1QEnKfKKdH7dVI6jEECipx9krXoQXne7BdExk3iKp2FAygurgCEZCLoxaK+AOHsWNT30Hb7Dux2b1KKxqFJGwFbsj38In1bvwWOXNOHMG+O53c5f5T3xCHM//7nci87ulHtymPiDaeYjM+4M12KSeQEh1wB08CrslBlmSIUVjiMAaH6btrLwBm3Aa9mgQSkk5FNkK5+g4FEgIwYEAqlCOCVhlFRtwGpZ6t9iXnz4N/PM/i/FE3v/+wmdef0EiX8VZs/ScBRKZn5oSxzaqumDmrZIKS/kqTFkrEIqEECi9Esc2vhiN576NqZnMyxKwumQClcFjGAuVYdzqgjv6JG48+l94g/UANqtP6jL/bXxSvQuPrroZJ04A3/te7jJ/zz1ieIRf/lJkvkXqxZvV/0Q9hkTmYcdwqAZXqCcRVB1wx56EbaHMx4KIlZYDFiucAZH5MOy4hNWoUkdgtahYI12EZfMVYh966hTwr/8qxlbYu7fwmS+gFVWcJdLk9aRdf8UvXz1LJCkx61UsJgq0+SoMz3bwoGj1tWIdIC5Lr1oFf/kmrLp8HE4lBEWVEHZW4KJiw/roCaiqgomwHbGpMfjKb8TPrn0f7mgL49JbjmICJaiWA1hVGoJFBqot0yiZ8mECTtgQxj9fugu18ggcahBh1YZnYlfhC3g3Lr/o5fjsZ8UmaO3+Aw8k/z9TWqFLu7j3P/8jrji+TP0J7lb+FSWYxgWsRVhyYq18HtdFH4MdEUyiBJLVDqvTKYo5igQ1KosdNWIoDY/iguMKjDjWYYt0Ag51EiUIYtJSjnPWzYAsoT72LBTJihG5FrX9/aIoox08PfGE6L5bXw/cfHN8e/Oa+cnJRM/ZfOZudqGqkMXZ3/xGfP603KsqoCgYr1gH56QftogoWEkOOy6qm+KZn4zYER4ew3PlN+L7W96H9veGcfGtD2MEq1BtCaCuZAJWC1BpicI2dQbBmQlV/uXyXtTIo4nMq1fhi/gnnG14ZfxO6Fxn/q/+Spw//K36U9ytfGQm82sQlMpQLQdwbfRxkV2UABY7LCVOSMEgABmxqBWxmbEXy6Ii8377OmzGCZTMyrwiW+DWMu9Yh9of/CA5808+OSfzBw8C994LPPWUqB85HMA114iisu5jkTtaWwvk94KE/nbXkRFxMlcov/lN8oWZDDKvqAqCETuiM5n/0ZXvw4feH8bFNxxBAGWotgRQ7ZyGzQpUWcKwT53ClGKDDWH8y/CHUCMH4NRl/kt4J07c8A944AGxG8x15l/6UnE97LoTP8VHlY+iDJM4h3UISmWosfhxXeRxOBGam3lVRiyWPvOlygKZf/BBEWQt80ePFr6dB5KH8hCDkhpP36Oq0Cftv/mNaIv0mY/FMFlWB3twDNZoFGpMmZP5UNSOqfNjGCrfgZ5N78N7/ymMi3ccwmWpAtVyAHWOMdhsQIVFgXXqAkKKuJ36AyMfhEsag1MKIaxa8QyuwpfVd+DZ616F737XmMzfeivwhjcA1574Ge5WPoxSTOE81iIolWGVPIHrok+gFFOYRAlUix0WpxNScBqAjEjMjhgkOGdl/grlBMpiyZmPyTZsiR0TmS/ZgNqvfz058089ZY7Ma8XZfF6QqKxMfF/IXoSAyLy+0wkAxGKYKq2BLTQBazQKZXbmlUTmj81k/vZ/DOPi3l/hnFSLaksAax0jsFljsFgBeTKAaHgEFsRwV/ijUMPAqFSFkGqDHSFcqz6BL+Od+P3ffxl2+805z/zLXw7s3g1ce+Ln+LhyF0oxifNYh6BcijJ5GtdGn0A5JkTmZTvKyiVIMSekSARSBFAUSYwrqwIT8iqUWiyQHRUITURRKklQJQsu2jZhxFIHi3Iaa9WziMKK8eEIXA5d5p991hyZL0RvcX0ROBDIzzrT+c1vxIWIWeexU6XVsIUmYY1FoUSVOcfzU1E7Js4lMv+mPWFc+sRPcEJajRrrGNba/bBbw7BZAWlqEmWRCdgQwUfCH0YsbMGoXIWQkpz5g3//ZZSV5T7zr3qV6Gxxzcmf4+OxD6FcO7aRxRB618aewKosMw9bBaLTUZTMyrys2HCFelJkflSFyz6eyNjQEPDf/z0n8ysJi7O04uT9pH1kJPF9PmdY1YpiWqGqEMXZgwdFj7YTJ5Ifn9kmtcQGn+VKbMIzgGxBFUYQsThw0PY36Ct5BWIbNuNcuAbn6rbjbbfLOPDQI3i5VIKgowKhTetgWTUGnDsH6/Q0yssBx5gfVjWMEkzjuOLGOaxBGSZwAx7FN6Xb4HrpPwH4VHwztJ2Zfn+bKUVJvuvi7/8eGDg4iRc9+h8oxSTOYj1WWUPYopyEJSauPNoRgQMhqHV1wOZ1GD4bhOXsKZTZpqBEY5BUFUdxHe5ffTfObr0JL3AegfTb3+AfpB/iCttZVITHEIUdj7j+GmokhnpcBA4dSvRe0qan/f3vgeeeA+67D7j55vxnfnw8cd9MPjOvrUtRkicwyLeDB4EvfCFRrNPEYnBO+nFeWo8KXEKpNIkqdRjTllU4aPsb/HrVK7Bm12Y8drYGvvLt+LuXy/jZnx/BS+BEzFGC8LpaWNcEgfPnYQkEUF4OOMfGYVHDeD6ewGllI07gCpRicibz/4jKW98FozL/138NvGF3GNt1mbdYZWxWT6A8NgYFohelAyFIFeWQrtiM4RFpTuafxHXorhOZ3zB8BBue/Q1eKf0Q28rOonJqDBHYcbjsJQhbS3ADnhEXILSikHZHgC7zB3Ez7rhDHM+vXi06VAeDYvjCO+6IfyxyS1+Iz+fQAvpC1cWL+VvvbAcPil5u6TIvp878Ty2vgH3bZpyaEu387tfKeOiRR+BRSxBxlGOibg1Wr5sCzp+HPDaG8jLAOTY6k/nHcVLZjOewOd7OP4h/ROXL3gVI98Q3IZeZv/FG4Pa3xrD13f8ez7zdBqzHcyiNjiMGK4AQHAgBlasgbUqTefU6eGvvxvn6m7DLcQSWg7/BK/FDbLSchSs2hjDs+HPpSxC1zWT+8ceT23mg8O18NCq+gPxNdgokZ76QvQgPHgS+/OXEa6CJxWAPjuG8vB4uXIJzVuZ/Ir8CtTduxpMXROZvbJBxbOQRXKk4oNodmKh2Y/2WMHDxIuThYZSVq3CMTcKihHE9nsBZdT1OqhtRgincgEfxDbwZFa88BMmgzG/bBtzxLgWr3/x5lGIS57AeqtWG9TiPqtjl+HiCDoQglTkhrd8I/4Qd8vkzKLNPQY3EgJnMf6Xmbly48ibcIB1ByZ9E5jfIZ1GFMYQUO/7oeDHGy9fjZvxBVAq0O7+0ylOhMw8kPof5HMpDX5zVn1Pk2zyZt4UmROaluZn/qfUV2Pnqzfj1EXFsc8UWGeP2R1AWc8BqlzBVsRH2q9cD/mHIFy6grDyK4EQM9ugkSjGFs1iHaZSIob9gRwxWXGXx4fqj7wWUQ4As5zTz69cD//IeBWW/T2ResdhRJ/lRq1yID9HjQAhSqR1SXS2wZg2GT03CcvYUnOokLKqCMksQf1JfhP3r3osrnl+JM48No/TiCTTbf4TrLE/BGTqNiGTHxbXbEb4wgrWj54BYKJF5VTVH5rXCmSzn74KEWYqz6TKvKLCFJnFeXo8q5RIcszL/Q+UVcN+0GYePi3Z+9VoZ9nWPYDLigNOuYqp8LRzXrAXGRyCdP49yKYTgRAy26DTWIoiLqENYtSEMByKwQ4EF2yzHcf3T7zUk89XVwAfuVCD/5vMomzm2USw21MkjqIldmJnQS2QeJXbItTUi86en5mT+j+qL0LP+vaj3VGL8uWEEnzmBV1l+hOtnMh+V7Dizfhdi5y5g/egZkXkgcZH3//7PwIN182NxllYUrVaY15N2/YGU/qTCaLNnd8337a6KIo4gtCmutYGcgPgtwDVjx2F1uDA0vQ1fr3wPSq8RO7KHLm2HVZGhzoxtuWoYuHAB+Mnx7WiouAbbph9F7dpSwFIhbn0ZHYV05gzsGBVzvEs2bFTPoEoKQFZjqLAHUapOAT/+sbhnSXeJebF3TqSaQPLDjs/gDJ7CBaxBJcaxOnYxPgFADBaEYIcNUVjW1eJ8wIlzY06sq6+Eq3wCY0dP45jtWrzN9UtcGLZiQwnQX74DF+t24Iv+f8a7bzqC4WeGcT5Sgz9Nb8fnP+7HC7o84uhMUcQLVVoqvoJB8bp/7nM4qNyEO94j5zfz+t5M+SzOmuGkXcu9fv2SFM+cTQmj1ubHRaUSjzt24IfXfgjPBurwG/92bFkrY1UAmAKwShK9Ifb9eDuuqrgGV049ipr1pYDNKaaLDwYhnT0L25jIfFhyoFYdRiVGEYNFZF6ZFBPFGZj599nuwxkcxQWsgR0RXBE7BRlqPPMRWGGBAsvWjTg/VYFzY4hnfuKp03jGei3aan+Jk2etsIwAf4rtQFTdgXsj/4xG1xFs3iAyf3B0Oz738TBe+m83iMxrxX+nU2QsHAbOnIF67+fwOfUmBAIytmwRL72qivOJ0lJxnehznwNuuinHPU0K1VvcDOOyaZm/dCnx2OzMWxOZ//HzPoSnhuvw09PbIVlkWJ4Uv1J+WRyXe/+wHR+tuAZXTj6Kqg2lkJyl4jb+ycmkzEdkB9YoF+HCKKKwYJUtiDJ1SvS6+OQnDct8q/VrOC0dxQVVZH5TNE3mt2yYk/nJZ07jaVlk/vR5KzaeBx4q34GLtTvwBf8/460NR2AbG8YzwyLzn/1YGC/9/PZEOw8kBpuLRArbzhdiPH3AHL0IU2UeEJmTJNiUMOpmMn/avgPf2fohnJyqw8/OiMzbD4uXrvQi8PJXAv/etx17K65B/eSjqNxQCsluBzZuBFavhnT+PGyjM+287ESVEkAlxhCEA6usQZRiClJvr6GZf4PtAM7MZF6Ggk2xIdgRiWc+CgssUP5/9s47Tq6yXPzfc870me0l2bRNJwmwJJSAYiyAV0GvDQTUKzYE9cq9CqLg/V29lytSBK+CFRFCrAhivyoSQBapIaSQXjdls71On1N+fzzzzjmzuwkpu7NA9vl89rOzOzs7Z875nud93qeiz55BW7qSA3FomFNFZSxOavs+NrGQT9eLnp/WBgMe5j+yZB2VVjdr99Xw5EAT/3WtQ83yU6E147bkCgbdxojjybzjuIFBv790fe29jqrxcs56bRtvA8uhzFsV7Asu5t5JXyZXWcfvdjVRWaWzvRMOADHgPe+B25Y3cXX5AubE1xKdGkE3dKirg5oatK4uwjt34liQ0/xUkKDM3kqaEI6mUR1KESwLQ2urpJAuXgyMLvPvDf4f+7WNtDuTAJhu7yZCqsC8hY6Bgz5rBtRU09YGBwYqaZhdTrBrG5vN2Xx77h38ce9iutt09I5833LgvtxHOb9+HQ2Bbvana2itPok/GMvwt+x2HbOKr/FmHor76Y+Hc3a8huAp5odWaAxhvjPP/I/qvkwiXMdvduT1/BOunr/qHLjt4SauzDMfbIjg82nyOauqoKeH0NatwrzuJ+pkmGPvJEsAS9OpDqUJRoNjyvzbQ48X9DzAVHsvMTsxnPnZXuYDNMwuJ9yzjc3Z2dwx7w7+1rGYvgGdqrWyXPdPgl8nPso7Z6wjGO+mNVPD3rKT+KP/PPw7dxXaRFBVJS1c2tsLzI++sf7Klwnn7IQcN6J0bF+f+DZaW0VpTpsmlaBjtmn3RvxKtah530uVu86cWbr3Blk8nn1WNpVlZeI8Uf0IdV0ctYODsHgJN+z7b37bvQxjtfxaTZdXA1hMU/xLs2bp/Gr6NXx98CqMvS1iyIVC8seGAT4fWiRCzNEYHIQYCTQDImHADonC9yxqoyqdnRh//hN1gT76shXU0gGOOGb7qeAAkynzpVjIJrT9+zAiM2ioDzG5PA2d3ehTJrM8dgPTKnz0xWVdsixVJanzjb8tLpyXxkZ492n75JyqjUsuJwZURYUscPv34zzzDA/91zr6+hYzc6Z8/K4umDp1jJn3bphLyfwroS+b4l7xri6iKvnNZAhZvVi+Gv7DvIHntiwr3BZbtrh70enT4X//FxxNmP+fvqvw7/cwb1lyzf1+tPJyYlmTwTgEHBNDyxAJ62CHZaDKWDEfj2P85tfUBfroyNYxjf1ojjipsvhpYzI+AxZom9H278eIGEXMG9Mmszx8A2F8mKZ8HOV3Sqd1Hu5YDB2yR5k9G86btll6CquNSy4n+iUWk5Gz+/eT+cfzONF11NfL/bJ9u/iQZs+WP6urk4rwUT8lXj1fyoCEty/beDmqDof5VC+WX5h/+qVlWJZwHgoW6/nrroNp04T5/+q+imCbh3mQP/T50GIxYrbD4CAEnQwRzSEaQZgfSz2fzaL/8ufU+fvozNYxycN8hkCeeYeFB2HeP30yywM30FDpo6tvuJ7/7j8Wq30fs2bBWxo2u71MVSucdFrObZ75oXp+cBAOHJDN+5jqeW8Li1I6Z73tasYro8pr3yjmQfSSrkMmQzDVi+mr4cvmDTy1Y1khhqqY1zR5+a23QkODMP+fHVcR6WwB8szncpKV7/ejVVYSy+YYHHDAsSnX4kQiGpqTZ37tWkntHm1xHPSf/YRafx8HspNo4AB+J5efSK7RST224ecEbSvagQMYEX8R84Hpk/lJ8AYmlfno6Clm3rZ1fvDMYgxDfp49G95YtUaqAFQWVS7n6papU0dkvr9fTsHkyWPMvHfYaSnb13hLyQcGSve+XvEy7022UPZ3Xs/b/hq+nLuBp1qXEeqR69reLqaIlvdFPfII9PYL89cfuIry3hbw1bnexmQSGhrQenvxGwZO0iKdhqiWwNAcgkGf6J5IZMxam+g/XZFnfjI1dBF2xDHrAL1U025MYZ62Ha2jHUJBHDvE9Ko0tdlO7Gn1/Cx2Ey8kT6Uvf7l03Z2JnE7r/GaX6PqyMvjy69dQ/+hu0R+a5lYlGAZMmgQHDgxjfmBA5lyMuZ6H4t7ipQo+19S4j8erEm4o87mc/D6/3ywwHxDmm1vFMz5UzyeTcPfdUFsrzH9p31VUDbZAyMP8wABMmYLW14ff58eJZ0inkP61ukUw6HcHko0V87/4GbX+Xg5kJ1FFL1EngQrD9FJFu97APH3HiMw7U+v5dc1NbLdPhS7Bt7XVve/9fp2fbVgszuoIXHPqGiY/tcVl3u+XE+U4BduGZ54ZO1vuFSzHlyt6Qo5rWbdOykDq60UHdnbKXranR/SCd9M+quLdPJQyc9brqBqa3VEK6e4W7dzQIIuY8jrV10tK4NSpUFbG5vdcz/rKZTiO/Lka9G0YrpO2slLWrr17IXjeMqL33AmnnCIXct8++T57tmQHNzXRV9GI4/OjG6DjkEubskoODsKuXaPz+ZYvl6Y9Su6+GxyHsGGywLcDHzYO0EEdu5iFHg0zfW4QvWEyLFxIXWCAybn8sS9eTPhHd9I2bxn9/XKYKtk4GJQvy6LgwJo8GTo2dcsvGxvdzarjSJb05MnQ0EA27dC7vZv6elnz2trET9/VNcbMe6PcpWT+leCoUtyrUfGGIUYHyPUxDGzdz69qPs0/NHFSJZPF19vnk1v2iSdEfWSWLqNs+UGYr6mBhQvprj2BrC+CbohDN5fKCfOJhPRkHQ0ZyvxPfwrZLGHD5GT/FkJkcIA4UTaxiHS0hmnzQgdlPnTXncSXLGPvXvl3oZB730ejblVfLif7k45N+XM7c6YwrsqoE4kC807OJJruJhSSX6vWeMqWVf6tUbdtx6O3OLwyyl0V82VlLvMqo6zAvI8Haz/Nkywr6PlIxL3ehiGXcHBQ9HzXwmXE7j2Enj/pJHqq55LzhSW4oWnk0pZAk0pJu5fRkKHMP/QQDA4SNkxO8m8mnGc+QYRNLCQdqWb6IZgP/OBOgucto69P+Mxm3fve73djLqYpS2Xn5vy5nTVLfqF23em0KPAhet62ZYnr6hIH7Zjq+fEYdgqvjIwqxXxlpcCrvpTSMgwcw8dvJgnzliWnSs1qVcw3NIiO37sX9jQewrapqYETTqCzbiEJf4U4MzUDM52PZmezMqFxNGQo8w8/DO3tBT1fwSAOkMPHJhbSF57C1HmRgzJvfO9Oat8rzCeTrp9DrXWW5fo8a2uha0v+3DY2ypeKXpqmXPshzIMMsRkYkP38mDLv7S1eyoDEK4n5qqqDM+/z8ZvJYts4znAd5/OJ6lq+XLjfNnkZobtGYH7xYhniMGkS2syZpCsnoxuAbqA7FtmMIyDlcsVOvKOVocw/9xzs3EnYMDnRv5U6rbsQjNjKfDrCjTTMixWYZ2CAhtw+agNy7Pp37mTaB8S2cRzR7aGQa7IodWnbgtOcyvy5nT5dBhx6mS8vH8a8ponOSCRKwLzjuM7ZQKB07WteCc5ZxXxNTTHvQ5j/47RP04wE4Gy72JY1DGmT0dUl1+ylqmVo37kTbSTm/+M/oK4OrXEGyerp6AZoho7u2GQz+Qh2JjM2zG/ZAmvXFpifpHXkmYftzKUtNJOG+WUHZV67807mf0L0fGen23IjmHdSp9P5MSv5czSzLH9up02Dk05ybcbq6oI9j2mOf1/5cZCJzNkJOW6ku1uURSifQKlErTmhkCjPUdcD3kXFu5EeaxnvoRk1NfJVXl7cC7GiQo5N12FggHa7rpDkqDJL1HUCeXlPjzsc9rzzQHvjMnjD2cUd8W0bPvhBOvel2TdYxfRpfip7t5PJajipHKaVw+c3ZNP+3ve6x7Nihbx2pBqPQ4muu53YX/c62cBEo9JvzsrhC0FbtpoObQrREJx+uoPW0gmnnQYPPCA9BD3d/A1d54LdMphV/XuVTZLL+9ksS77274c9iRoa1flVkVTbdnc5FRWYSY0Oq4ZQqBiBMWfe6yQqZebsK6HcVXGvAiKaJpZZbW0hGyLVm+Ph1JvV7Bgcp2DnARJXSaflz/ftg5/9DPRFy2DZIZjvjTK1cSZl3ZvJpG2clCnMB3zSv+mDH3SPcTSYf+tbZVxsLAaOQ9BM4g+F6M1E2avPJBzSOONlmNd0nabVMmlZBSBUHCeZdCvjbVtmBLTEazhVMQ/ifVIZJpkMVFSgZTQS1BSSb5Rks/JdJR2Ohm1bJOOVLf5K6MummFf3vQrCKePaNEn35fhb5s2AG6fLZl09X1Eht4waiHz++RA4dxm85VDMx5jSOJuy7k155nOYZkaYf/JJ+OQn3WMcDebf/W4JSMRiYNsEzSyBUIjeTIS9+kwiQY0zzjg08+g677TlX6rzoO57y3J5t23JhNo1UMNSxbyui/GidvSp1DA9rxJPwK1EHTM9P14BCW8W4Xg5qhTzahiYpomjtrGxwHw2nuOvyTcDxcwrx0wgIHtyxfw//RNE3rYM3npw5vf3RmmY2UhZ3xYygxnslIVlZjGCfonm/fu/u86T0WD+kksk8JwP9ofNOKFQiIFMkL3aTHzBAEuXvjzz/1whlSC27do24P5cxHyTx3YMhdyZBQdh3tvue8xtm/HKFve2JRsvR5ViPpOhUPoQiUhT4jzzZtK1bdQXuNc7EBBHZSIhjqprr4Wqdy2Dd549fMIVwO9/T/wfa9mZbWReeZKYPYCZcHBSCUyfga8cWLTIPcbRYP5DH5Ieo7EYaBpRcwAnKMzv0abjBCOceRjMz83PLFWFbV5RFYK2Lc/9bXUN7/Pa84YhT0ia7TDms1k3cTmblfM8Zsyr6w2lzRb3GmnxeOned+gx1NS4my9VwbJgQYF5O5PjT4k3F16iCkOVrzFfSFFIDD3rLJhyyTJ4/6GZ351rZE51kvJsN2YCSCUwfT58kQjMnese42gw/+EPy8yAWAx0XZjP6/n9TCUXiHHWUgdtz6GZf3sPfO5zcqqUH1uNQlFIqz3tY+tq+LBiPhyWzzQ4KFEGEKNQ08bAWH/ly4RzdkKOG6mpkXWl5Jt2bwmSN7NvrGW8HVVNTbKArVkzvF+R48hOfPFifrmxiYEB1ymj63JNdF2uh7o+qiSo0OJL14tLHWybPdEF+HevpWFmhNqGGBi1BLu6MLM6hpkma8QIvPCCODEqK4vHVR6pqEY/99wjhlwqJV5TgEAA29aIh+sp89sErDSJDZ3EplbA1VfLhxihTKOxUf6NquRzHDdRIxh0253t2wd3P9fEsgULpJSxoUFWPrVpTyahu5vcvMXs2t9E2XgyX8qAxCshi1Bxv3OnC3R5uQQkHAdaWtjqX8xTnU34/cWb9mzWrQRXVeHqOeBlma9vCEB4GsE9ezBzOkYuTdbyE3jmGbj/fsnIWLMG7rvv2Jlfvlz0SkeHcBcIYJsOA6F6IkGdgJU4LObnzZPv3mp45ZgOBuX38bhsOpavbuK9ivnp090sQsV8fz/BxYvRnCY6h2SPqA1MXu0U7OBRk/HKFveWeI+Xo0ox/5e/uECrIFye+W2Bxfyjq6mg5w2jWM+DXHOl56dMyf/vl2F+UoN/CPMZsnaAQEuLZIwvWjR6ev7++0XHe5i3TJuBUD3hoHHYzEejsllT65tty8+KeVUG2d4OK9Y0cYliXmURqk17KgWJRJGeV4Pk4TUckHglZFQp5v/2N5f5IXp+R2Ax/2gX5vPdOMhkXMaDQTl81aVl/vz8/34Z5ic36FDRSHDrVnI5HT2XIWf68e/ZI00n3/jG0dPzv/udRMZ6ekTP5pmPB6sxQmHCh8m8yghXto36WQVoVJFHezv8bH0Tn/Qyr7xRti1/lMsVMa/MS3Crr8aM+b6+8Rl2+kpwVCnmH3304MyHF9Pc1lSoAlB6XmXRhcNy+IqDgzKfl7+ceA1zH7mKeeEWYtNroCWOzwAnZ2Ka0GdFqbztNrjggtFh/t575f/s3u0Gf/PMp/0x7EgFFYfJvN/vVmwrh53a3yibXq0DD25t4vrGBczoXCtcqQi944iSiMeLmB/q7M3l3Ptr1Jkfr97iZWWuYejdwJRSFPN//7sbhItGi5jfGVtMc2tToQrA75frqjrORSLCvHJUnn12/n8fLvN7BvAZaZycJcxrFVTeeKMEzkZLzz/xBKxaJfotD5KVs8kZYXKRairtBImNL8/8nj3u3kVVe/p8rvpWgQq/H367s4mvzl5Ao2I+FHL5GlNj/ZUvE87ZCTlupKlJ7v9du4oHSqtN+65dMGPGGOgB7+bBu5EeaxlvR5Wuy/jQK65we6OqjI6WFqio4C+LrubJn+iFNm2m6VaAq8pwtdk0DEkSO6jhoeu89LZrOKvzKqozLZCok1ronh58hoNt+9DNrEwA/sAH5Lq0tMCJJ8KLL8ILL8jq4U1nVOkcB/ud6vM2MOCmCcRi9EUb2JWewuxwGxXhPvpTAV7MLSbxjqt5+yG69du2+/nVOVBGnFrs1IL/6OM6f7nsGt6++yoxIlWZjWlKSkJDA+VfvZrw53V27SquRBpz5scrIOHNqBqvLEJdh098Av7v/9y0IFVj39lJj1XBLebV+IN6IYIcCrmVYyqLStPk8SFbqo3EfEUFhEL4UikszcCXTcH69XD55S6/J598eMyrx96fR2I+GqU/2kB7soxJsSSzwvsOm/mpU919iNrIeJlXGSahEDzznM5fLs8zv3ev/IEaDrZ3L0yfjnbN1Sz8s84LL4o/QVWgpdOy37Jtqcga9Z5s49W+xqsQx8s5q+syjeTPf5YTrPrSeZi/1bmaQEgvOGVUkE31H1OH7jiSJHZEet7LvOFHz2VFt3/2s6LsDqbnR+J7pPvhkMzHmBRLMfMImO/vd9uJKoTzPgACAXcP6PPB8y/o/OWTeeZbWuTGSKXkGPbtg5kzi/S810eqkn3GTM97mfe2URpreSVkEeq6bFL/+leX+Wi0iPmbnasJRXSy2WLmlW2jfGy2LR/poDNbR2I+FIKKCvypNizdwMilJQvr+uvdlDyvnj8ce+ZgzKuDjEToj01hYFCjvEJj6hEw39Mjh6zWOOVMUnpexTF9Plj3ks7/XXkNF3iZVw7RAwdgzpwi5oeaGNnsGDLvtaVL6ZytrHSnWyYSpXtfryib/pFHXNsmFitmPns14ahelFSgaW4/eeVjUy99uSWrbd4y+Pc7mbvhdulLly+h04JBjEyGss5dcOON8PWvu8yvWXP4zHvXAOX8v/tuN6V1yhS67Upy7T2EK4OcEjl85mtqZGnq6yve13gDz7mcnJ/aep2bc9fwNesqqocy39kJ8+YVMe8tmAG5r1paxoh5VR0ApWU+FnOds96oYylFMf/444dkPlqmF06T0vO5nOh5FTyybWFi6tRDv+Uw5vOGsRYK4Uunhflvf1sCcS/H/FC+h/5O6fnmZnnzfAp2f9lUMn0pQlWRI2K+u9vV76oiQgXjVOsm05S3qZ+s8/X0NdykmFezBdJpYb4i7wg+zoaBwYRzdkKOI9F1KZX81rfc0jLVnm7DBvn+9rePgR7wRrmHrqhjKa+EjKplyyQ695WvuDvOeFyiYVdfTduOZUyZUry/SqVkQfP75bHKtLIs8XkcyvC44OvL4Pw7ZfLb5s1yocvLQdPQy8vR9+yR0N6ePfKCSEQWJ1ULdyTS1wfbtrm1RfndhZnOkcmlab/6v1lycQV0d1NRU8OuNU3ce59Ox4qDT9esqZHPm0i4m3e1eVHdIVTW2eTJ+UX8zvznffxx15irrIQ770Rftozzz5d1PJNxmU+npSIlnR4j5scrc/aVMDQDpKQ7EpELqWliaASDsHgxzyy8mr4XluF7zkXHe21UdgW4EfhDZUIMY76rq5CaZ2gp1/OjIlKaJgovmz3yYJGXeeUA0DTMjImd7WfnNXcx/5KqI2K+qUlssq1b5bCVw0o5pjs73TLYmhrYO9PD/D/+4TIfixVGFS/Ib156e11DUCX5GIYkQoy6eHVsKQMSXo/OeGVUgewKo1F3eFVPTxHzyY3L0J+QP1UVAaots9qwq31DRcUR6vmuroJz0IhGxQvf0jL6en4I806276iYr6lxSx298ywDAflZrYeaJipt1zQP88884zIfDg/T8wMDbo832xY9n82OkZ4fL+esV8+PJ/MLF4pRohR5f7+c7Dzz+v5lGH92i1q8to3aJyvmq6qOgvlgECoqMAYGXD2vnChjoeezFnp3J1v+/eec9+EpR8y8qgJRfCrbRmUUKwdtbS1srFnGBYr5Vatc5gOBYcwPDsqvFfObNsmhjwnz3mzxUjKvHFWmOX6OKoClS2V9UxdscFC+55mP9C3D/1s36VPpOFXirG4V1abr5bI8pVJ7Gdj5EvCuLtnEPf44ejYLVg4yo8A8uM2fE4kCb+muQdq0SWy68QkuOrf3iG2bmhpZesJhN0FCZc2nUi6fFRUw+YJlPJO+kws23i7ONm9PiDvuQH+jy3wiUTw0eds2OZ9jrudL2VtcNaUHNyBZqn63XnnDG9wWNsp4yfeIfWbh1VRmlhF4QJhX+6tIxE0MUMkwplkYi3JIGcZ8dzf8+Mfw+9+j6TqGlYPsGOj5/IJk5mz83W2s+8T3WPbpk49Yz6sCTmXXqIxZFXj2muzVb13GM1qeebWuBQIFHwGHcAS/lmXCOTshx5XceKNE1B94oDiCW14urbpuvHEM3tS7eSilo+qV0IsQxHjL92Ll7W+Xhuf5/jQfXSZrDsiGZelSWLlS1kA1OEOVRuj6YRoey5ZJ3Yi3l88998iXSstT9SW5nCxO8+YNX9jU30Bx1i/I6qJGDqsDyq/EZiBCNGLw9k3fgqZfF56/bDGgu3unkaSpSXwca9e6GbJKVHmYGpIbCuVb51bkP++NN8Itt8gL580rLGo33ijJJj/5STHzPl+JmC9ltvgrodwVYPVqt/xp6VL40pcKfZku0HXufp/8mc8nukdNM1WbViW9vZLw97KZEEOZr6qSrMHVq+VGSqVchlUof+9et6eTEmVNqjo872MQ40mlBqibUtOwDT/+aJi3b77jiJnXdXjPe2Riubrv1cZNJQgp9VFRAW96EzA//3nvuQc+/3n5o4aGAvOXXSZ+udtuc4dwhEJi8/3bvx3csDwmGa9s8VdCFiGIFzCfUcrChfC1rxUx/+DH3b1VU5O0/vZeb9Uu2+c7Bj2/ciV89asuQIr5Q+l51QxN/a2qQFAHsHGjmxk5hHlfNHJUzDc1yQyMg+l5NTBJ18X394Y3ACfnP+/998OnPy2fr6oq/6To8UxGNu5qH6vrskkcMz0/nsNOx7vcFaTcX03PnjwZvvOdwu77Al3n6f90M+PmzhWnoWJeDQhTvQiPivmqKmna+dRTbtYuvLye9+r3oXpe00TPqylGKqin6ziajh6Lct7OHx0V81OnulUgXub9fje70DCE2dNP93zev/1NeqZns/K5zjwTEKZNUybUe5kPh0vEfClbeag+pOPtnN2zx2W+vBx+9COpUMszv/0OwU5dRxWfDgaLe6Ralsw4POwsT1UCbttu82LFvFfZZTKHx/xQG6e3V1pRpdOuo0rT8Cf7mV7bxYlL98Bi11F0uLbNBRcU3/eqxYly2FVUiI6Ix8XWu+DCvFPu2WfFMEom5XOdeCIgTDuO2Daq9Zmyb8aM+fHqLa4ilqmUwKMiO6WW7m7hIhqVi/j970u7lTzzXStkf6Vpov47O93rncm4bVb8fkkQO2znuZf5b31LfqdKLkZiXg1kVdx7+VY2jvodDNfzeTvH0XS0cIRlHQ9B04eOWM9PmSLFet5sWZBDSCTkkqp2ZfPmwQUfH+KI9vSwPV7luP3kF198MYZhYBgGn/nMZ8b7cCakRGLb4vyqrCwewnP99WO0qEHx5qGUja1LPDTDtiXYu3KlfC8o8DVr3BrND3xAFpu80vVOTff7xYd13nnycybjfh2xsa0WtXPPFSW/a5f7JmqSuGG4/W26u8XArKsTOKJR14pS3mFVh5fLiSGnHJCqLj3f1Dzkt4mVaSOOTb3sskP3bNd12VxXVclirrIPLAtaW8WQU5Na43FJECu88MILZaH2+WTTmA9P2rZsDKurXeZ1XZq2jxnz4+WcLXEW4UGZf+45+a5pMuXl3HOLuG9tlacDAfGzDL3eqi92fb3YZIdlo3iZ13VhWukAb6DBstzSIVVTrvo9qb4CKsyvDiQeFw9/f7+bDhMMCvPBIIGARqzCOCrmQTi86CJ5rO55VQb8zne6ZWDxuHsro+sSnSgrkz/cv7/QZFNF6iMRuVV7esRgPvfcMXLMwvi1r1HlrlASR9VBmX/qKfmuadLzcgjz+/bJ04YhXT8uvFB+HlU939wsLCj9rr7Uhq6rS26q2lq56crK3Cig2jGn03IwqZSUKqjMMLUxHAXmdV3u69ra4vs+k5FDrKoS5jVN3r6I+fe8RxYCn8+FO39dliyRj+fNTvnIR8ZQz4/XsFPlnIWSOKoOyvwzz7gVQUuXivHiYb5w3RDTR81kHDXmdV30XkODW3KrdIGqnVZ6PhweruvVwmLb7lDFjg4JNHkbt1ZUQDCI368RrQoeE/N1dcOZ7+kR03jGDNe2KWL+n/5JnN8+n+i4/IAw25bTPmlScSbyRReNIfNeW7qUmbPegQveAU1jKCNyv26d26Zs0SJ429uKmN+923UYvvWtw693Ot8v9YhsG6+sWyf2bWOjy7wKqKlmlspmAdfe964LQ520ANu3y8HZdqFlCKEQht+g3O6XCMAQr9Th2jaf+pQ89t73wSB8/OMwc6Y8N4z5171OPFcqrXzjxsI1edObipkHeMc7xpB5byuPUjIPbqauN1o/hjIi81u3ugkOjY0yGNTD/IEDbg/gN77x4Nf7qPdc69ZJcHnWrOJJW0OZV/3Q1JdSiOqDeVsa9Pe767c6QKXnDYdwbfSY9PykScPv+8FBue9nzz6InlfrmufcHq9yXH7666+/njPOOINVq1Zx//3389xzz3HGGWcUPT9v3jwMw6CmpoZLL72UtWvXjuMRH5vceuutfOlLX+LWW2/lyiuv5MEHHxzvQxoXaW6G970PfvhDCX57ddUb3ziGb+zdMJeyrUEJHVXq3F56qbS2vPRS+bm5GTGkQBaU172u6HUqIAmyB5gxQ+YMzZ3rlrtNnSqVbUdteKiFrbLS7ROgnJiJhCx2XV1inHV2ChyJhBvaHklU4yhvDTZIvXRDg+w2uruPamzqsmUShY3F5BAGB+X7iSfCzTe7CBUtbCCTFVRUu6cHenoK1+Wb35RfeZk/66wjPrTDF68R5Q0SjLWUsNz1kMxv2uT+4ZCynEzGtXVVxtTPflZ8vS0LTjpJfn9UVT3d3fLPIhHXqRSLCafptJu6MjjoGnXKKZXLuW0QvPwfjPmZM+UmPQbmQe77E08svu9vu02SwVUMpchRBbKjV5NdEwnYubNwXW69VW5rlRBgmmM8V2C8KiRURhWMuXP2kMx7jfh8NqcSx5HscBDmZ8yQGV0nn+xe79paSYg6Jj2/ebObihQMukE2NdCku1vWo64uuQkV/wdzdowh88uWwa9+JcuS974/8USpJlFx3KIgHMhmdfp0eZxOw4YNhety7bWyhHn1/MknH/GhHb6MVysPL/Nq9zdGckjmX3jB/cOlS4e9Vs0HNQzZkN57L5xxhst8VdUxMt/d7abeKmes0vNKlys9n0q5uj6VcvW9+lKNcZX3bCjz9fVy4x4j8/ffL2wr5k1TmP/pT8X/CiPYNprmTo6yLHjmmcJ1+bd/K2becWDOnKM8n4cj3szZUjKvacWOqnHS9Wsf2Or+0ZIlw16nOskAnHOO6LjaWvd653Kik47JtlHpiCoKG4u5k4aU3aLSdL3JFZmM8K3uhXhcDqq1tWjgXSHVr6JCdH0mI4GYIY6qw5VvfUt82Oq+r6mRPc13v+tu0+JxSdwtkpNOch8/+WThmlx+uTuTUjGv7p0xkfFqXwPunsayxs2mf+Gnm9w1Jp/B7BWvrpo7VxJszj/fvd7RqOzBjlnPqz1pIHBw5oe2fVDGr5f/ZFICcGpSn5pcBxKwHgU9//Ofy1bYq+dPOgl+8QtRG5omJvv27Ud5Tl7jcly2NXAch2uvvRaAJUuWcNFFF3HrrbdyySWXsHPnTqqqqrjiiivo7u5m586dPPzwwzzwwAPcddddfOITnxjnoz8yufLKK5kzZw633HJL4Xdvfetb6enp4YorrhjHIyutNDfLvBLllFX7MBV4+sY3xIgYE1HeR1WCUCpRTgsY00XNe27r692kvLVr4d8+nWNlW4ZqHdmFDrEgOjvdNoB+v+w5g0G48kq44QaxRWfPfvno9CFFLTC5nJwTlWmjNh1qfLLfL1aTWqj8ftdQ8/ncx36/HPjOnfK76mq3N0Y06o7iTqWOOlP6/PPhppskozsQkM3G00/Lv73nHvmbYY4qn08iq2vWQDbL0z/ZxlXLawrMq6C/Yv4735GElDER78ahlM7ZEpW7Hor5qz7r8JfWOJNBnjjllKLXegMSylF1+uliwH/uc3L4c+dKVdtRB49rauRNEgmpn1bZU8o5m0wKL9Omuc0AVRaJ97G3ZUdXlwQ5VC8GkPNdXy+Pj5H5YBCuuw4+8xk5zMZGue/VsJydOw+ygVm4sDAidtW967jqrwsKA7W9zJum3Dsf+tBRHd7Ly3gFJEpU7npI5q+CP3X1MhXkWF7/+qLX9ve7p8fvl2sbCEgHgo99TJCaN28U9fzUqaIgbVveSNPcWttQSIDyZlSpDFv1WP1eBe38fjdDORJx19ZjZP6NbxSn1KWXyi02d64k3eu6/H77drlVh21gTj5Z+swBL/5sA1c9+8bC/tnLvGWJQ/Dyy4/q8F5exqtCQjUsTaXkeo9RuevLMf/bdAcz1R8PifCreaHgMq9psq6/973yEebPP7oh2wVRer67W4wn5Vg9lJ5X4s2wUj+DbMq3bpX7QJXJBoPy/1Wj5GNgftky+O1vxcbRNLFtnn9e/vVvfyvdUTIZibMUyWmnSV994KXfbOWqnXJdVEsUcJm//3748peP6vBeXsarnz4UO2fj8TFrJXIo7v/QpdFIlEpfYlgQDtyqIJ9PbPdly2RO5DnnyPWZNcu93kclXuZnzHDL3UEWGdWAeP58+VtlCHgNAu/PjiOpj8r5rc6xMkLUtDrlrDpKueUWV0XMmuWudaefLjGebFaSY4vaqr7udQIzsOXh3Vx1v8u88hUq5v/0J7fyfdTFmzlbyvY14LYOse0xnSNxKObvf9xkjpVnPt9SxSt797qP1TyD22+Xy2fbYtt88pPHcHBDmVf9cNRwwMFBWWQWLRLbZijfQ4eBqfZTW7YI39Go295gxgx34Mkx6vknnxRHrGVJjEPd988/L5nJqZTYNipxd0JcOS6ds7UjjET94he/yOmnn86nPvUpLh/Bkn3wwQcLzsxXi4N29erV3HXXXThDsgpuueUWTjvttOPGOWvboij7+sQ3qAxmlXhhWTJYffnyY9wcHkzUhllN8y2VlGC6q/fczpzpVkJHo7KHdTZtZ3+ymqpoP9rcucOiep2drqOqrs5V0JWVsqDFYnJ9Vqw4hnJkNWWrrMwthVK1/ZomJXKplPQRWrz48D/43r2yck+ZMrwfreNIauoxpOrFYrLWRqPydj/9qZyDpiZZUzOZ4gRNQJ5cswbHgT/8sJW+lOzL1BBPL/OPPFIC5jVtfIZmjKFzdijz6hZTzHdu66ezL8CkKGhTprhpn3np6nIDEl4/j2HI9Y5E5P+p631U0tQkYeu9e12vgBLHEcfOjBnw+98f/i7JtvOpM2tH/p+jwHwm4yaA27Z736sNjGUVfFKunHYa/PWvOA48en8nfYgf4YUX3FahIK/9xz/GkHmvji1lhYQKGqkMOFXqOYoylHlVilxVJSjs25mls8NhSgS0mpphBr2XeRWEA3Hazp/v7odHVc8PFaXnv/OdI9Pzvb1jynxXlyTjKDWh7vulS+HRR2VNXbt2yKb9rLPgl7/EcaD5j330+eW6rF5dXN1uWTJL6TXHPAg0KvIYj4/67m4o847jtn9sbISWFoe9BywaQ6BFwqK8PdLf7y5Bas8LguEJJ7hT7I+Jea+enzbtVaPnd+yQLCoVN1HMn3oqPPSQ3Kbbtg3ZtC9bBrffjuPAC08k6IvJdVmzpniMgGWJk2vMmB+vVh5QnEU4OCjXfpRlKPdqyJGyb2bs28Ze6qko34M2JAhn22LTQzHzGzaIjlOdNEbNtmloODjzv/zl4TO/Zo1EyFSCxVBR/WuPoS3dCy+I4071Elf3/eLFovuzWVkLOjqkJByAN7+58LE2rk7TVyXXZN06t/25rsvjXbskEHdMwZ6DiZf5UmaLQ/H+4Ric44cSL/ONja7eVsxP27+NvU49FbFdaG9607DXHzgg3/1+t03F00+Lnldx31HT85MnH5z5n/70FaXnm5tFz+u6nAN13y9Z4o7CGByU3Ip58476bV6Tcly2Neg+xA1efZCMl4suuoidO3fy/e9/n4HxnAJ+BPLDH/6QU089ddjv1e+Ol/YG69a5WWiqLaGmue0V1byQ73xHFOioi9qVenvflUB+/rso6dzIfdlWrBDj9VjFe25tW7Idtm0TI0PT4MTMahJWkLgVHlHJ797tBrPVhn3FCrjvPvjXf5Xo2sc+JkbHUV+bpiaJdnobrqrm6Ee7COk6XHONGG0tLW57hERCfq6okEmTR+kkUdfnM58Zfg6WLnUrUNavH1LRmW8bEbfC6Lt2oOvS63Ek5k1zDJn3BiRKmC2+/FcRktmRy13HgnlNk0zOdevEsNM0WJh+0WVehdE90trqqgRlZ3mv96OPjgLzqnnx1Kkj8zl16pE3fCsh80PPwZIlrvNKvXVB8sZy3AoTbN1VYD6TkXOrHABq4z5mzI9Ttvjy+zQGsvmTMyQoMVbM79gha+nevfn5g5n1pE2fMD937rDXe4Nw1dVimK9YIdf3M5+Bxx4bAz3vlVewnr/3Xuk7PfQcqE07SEC5aKbnOecAwnykowVdF72iWs75fCVifpwyZ5cvh+5k3qNvmkXHMVbM79olWT579uQHv2Rb8WcTwvz06W4/0Lx0dbnMh0LicPFe78cfP371/L33Sl/Goedg8WI3UKM27QU56ywwDOJWmPJeYf7AAbn0inll1tl2iZgvoXN2+XJoHfQ4qjxDmkaLeSjmft8+SQRQ1Sp+M8V8exMJK0hv2YxhAZneXtf087avUdf7739/hTLf1CS2WmfnyGtHZ6dU6Bylo0qdgyuvHH4OvHp+WDuPGTOgvJy4FaZycB+GZtHeLveGmvHkZf6OO8aIeW/7mhJmzi5fDru6Pe/X1VV4OFbMHzggen7bNnlOw+ZEay0JK8iAv9Ztr5IX0yxuU+Zl/sor4YknXqHMl0jPX3HF8HNwyimHYH5CgOPUOTt79mx2FzXxcn+/c1jNpCuVlZU88MAD3HTTTWN4dKMnjzzyCLNnzx7xucrKSv72t7+V+IjGR7q7RYH29EhVhKrWVfOe1Fp87rmHnkJ4VKIGiYDrJSiR2OEoyYxBJgP9/U6hwfny5aIkRyO5yntu1RBX9fu2NpiTWIeNhukYMnV3iHjLNefMcRX6xz7mRhkvu+wYF7exWoSWLYM775SVZmBALNmBAbG27rzzKBtqvfw52L/fXdg6O4cEk/ObdtMxmGtuoqdHDAcVYVdzb5SvYkyYh+KARAmds7qh0ZcKkcnAYMrHo3/Jjinze/fKJVclrG1tMGtwjcu8p5e5kq2elm2NjWPEPIwNn+PE/K5dxcZc0fJ92mng92M6BvPMzfR0O/T0FM/9ULyPKfNqV6rSjEokug4diYgwn/HT/Of4mDOvhl8MDIhTsLHPw/wIWaktLe7aMG3ahJ6Hlz8HW7Ycgvnp06G8HNMxmGNtpa/LpLu7WM97mT/nnDFifpxaeeg67O2LCvO5EM88PDCmzLe2usljfX3y84yeF13mh2TNgmzyvUG4n/50Qs+/HPMvvuiqzmGb9mAQpkzBdAwmOW1YXd10dxfrea89//rXjxHzXudsCbPFdR12tJcJ82aYVY/2jzrz4HKvbHhw5x5Ed7+EYeew0eiZvHDYa71tyioqJAv6VcH8GDqqXo755ubi/uJqRAcg+8WZMzEdgyBpqju30NXlMu+150HMzTFh3puQVmLmN+wpLzC/5snBMWW+p8dlXnUFo2U35XYfNhq9dfOG7eG9bcqCQalIfFUwP1b/k5dn/o9/dDOMEwmxdSakWI7Ltgaf/OQnue666/jyl79MuSdFv6+vj8qXif7PmjXroNm1rzTZuXMn55133ojPVVdXs2rVqhIf0fiIqrLMZsV4UAubWtRUhskHPnD41Y6HLamUu1oOKW8ea/mXjwfY+blJtAwapFJhPvwhG0fTyeUkojcaU8u957atzS2dz2ZF6S5kM4bmYBjOiFPXvBvOE06QU+VV6ErUz0dteKhF6PbbJb23q0uc5YsXi9F1lIsQy5aJ03ndOlmla2okun4MVsPLnYNMRvydg4PuBqbQqaW+Hior8XVlmOdsY1JVhl37g4VSV7VZV8xfeumIMx2OTdQIZpAIiErzLYFcdhlsvHoa7d2VpFIh/vUjcfqM4Jgyr4anZjLC/En6RgzNwadZhaxOr3iN7zlzxpB5GBM+x4N5y5I9QXe323e2MJfBMGDqVHzb26nRullQtp/VHdMKpa6qzZZi/l3vGjFOdOzidc6WMCBx2WXwwvUzGGw1SKeCXPOpOHsDlIR52xZHVZPxEoaZZ36Ek+sNSMyaNaHn4fDOwbRp8hGSSdnAFOnqmTPx9WwjoqVYEtvCU70nFjgfyvzb316I242ueNvXlDCL8LLL4B83zGTjzjhpJ8hXvpDgpcjYMd/a6pbO27YESP/F2ODq+RGCcCrzCuQ6Tuj5wzsHixZJACiTkbcu6os/fz6+XU9haDZnBtfyh/g5Rf1mvcy/6U1w4YVHfagHl3EKSFx2GfztGzPZuGEWaSfI/37dpPnO0WUeXO6TSeFezZlraYElXWtA1zFw0E8aPhhpzx53DteUKa8y5sdo7Ticc3DaadKizLKk/UFRX/yTTsK3ehuGZnNGYC0bEouKZqZYlsv80qUlaF9TwgqJyy6D3353FhufF+bv+YGPP/5y7JhPpUS3+3zC/N698Ja+NQXmtQUnDHtte7u73VEtyl41zI/R/zwc5l/3OnjqKfn5OHFFHZEcl85ZgJtvvplPfepTXHzxxZyTt1offvjhw3qtVsLsx6OVvqIauOFSWVn5sn9z4MABpk2b9rLvdfXVV3P11VcfwdGVVlTFytq10i5HTblUJd6q0t07GHPURE2JhpI7Z5ubYWfmTOayAQOLRGcSOxIjFJLm8W9/+9HvVZV4z20g4AZYNQ0W1ndRFe8iomcoqwuPGHFV04xBnC2nnXbw9zrmhXgsFjaQ14+iV/9QxpU6B3/4g2sUrFs3ZG84ezax3tWU6wmmDW5it7a4YMQp1pWzVkUvR1WyWddCL3GX9+ZmWJ18PafTjA+TTHecwXAN4fDYMB8Ou5nLmga1VRaNiZ1E9AyxiD1iGZy3VHPhQmn7dDAZFeNzlPkci/95OMw/9ZRk2qs+mv/8z54/OuEEYrt2E9EzzEqsZ40+DdOUv7VtMbZVjzbvnMRRlXHKFm9uhr8PnM1b+AM+TKy+QQbzc03GmnmAmmqHWf3bhflAZtgwMCgOwr3c4K8JPe+eg40bpdrFcWRY+KWXev7opJOIrV1HRM8wN/UST2snFjZ+ui7rcTbrzqocExmnbPHmZvhD1xt4j7MDAxNjsJ8BU267sWA+FnNnFYD45GYNbhHmjVShN6RXvM7ZlxtqOqHn3XMwMAB//as8HrZpX7KE2CMrhfnMS+j6OQXzWtPExE6l3JLvMZFxal/T3AwPHjibjzjPYWDiT/Yz4Iwu8+By/8wz8nM26w51P8V4CTPrI2akmPm+4VF97xC3GTNehcyPwdpxOOcgEpHMehB9UyRnnknsZz8nomeYndmMYbiZmiBqNx53Z/WNiYxTtnhzM/yq5Sw+6/wJA5Nwppe+PtHHY8H8s8+K7lDMp1JwWmgdZkaYn/624QGJLVvczOWpU1+FzI/B/zycc/DYY9KJQfUIn5BiGaWk8Fen/OAHP6C3t5dPf/rTPPTQQ4f9ukP1rH0tiW3b7N+//2W/Xuk9eL0VK8lkcetR1U/M7y9q4XTMsnx5vnwhHndDZflmWqPZK+dgohqc9ziVBMjhoBFFop8nnigthL75zWMvgVHntry8+NzaNkzt34APi+mhDrTZs0Z8fUeHfDcMySIcc1GL0LnnyvdRHpxTKlm61H2sjOiCnHwymgbTQx0sNNdhmq7x4G236/e7k3VHQwrMj5AtXkrmu+0q/OQw8RF1pBZ1LJivqJDb28t8Td8OoiSE+WlTR9whquEBMEYBodeoeI3w1auHPHnaaQXmF+TWD2Ne9eAMBIaUDR6jFJj3Zovnp56UlHmrkqAm7XPKGcC2x475RKK4ZD4WP0Ct0yXM19SMmFmzb5/7+MTh+5vRl9eInvf6/NatG/LkmWd69Px6slmXecNwmQ8GR3fzU2AeXC9BPlu8lMx3WFUEtCw2GlHiY8q8V887DmQHM8y1twrzkbCU/QwRb0BihNbjE3IQecMb3GVz2MDTZcs8zL9UYF5VbCnbJhQaQ+aVc1bToKyspMx35kTP2+hESWBZo8s8uNyr91XnN5d1mJ7djk+zmBLpRT97eBDOu7aO0Hr81SHjsHaccYabx7Brl5vPA8DZZ6Ppmtg21noymYMzP5rl4UXMDxn8WErm27OVBPUsDhphkqOu58FlXs0SVufXNGFqegc+zWJ6qBP9zW8c9tqhVUETcnji7bXc2jpmM8tftfLqtFhHUS688EK+//3vM2vWLK677jquv/56rr/+eh599NER//7FF198VbQ1eLn2DC+XNQug6zpTp0592a/yUk9vPApRFSuzZrkTQ21blEMkIj+P5sKm69Jb5Q8ret1fRqOFXixjvd6vWydRbN3vI4ufHH4i9iDZrGSA1NWJ4Ttsw3cUsmwZfPnLw/voL8yuZ054P5W+xIgZhI7jNlKPREo/+PbVLOee6z5+6aUhT551FgCVvgSv9z1faJGkmI9E5MvnGyFKfwyimH/gvuJs8VIz7wv5yOHHwiDqxMeM+dtuG2JEAwuya5kTyjN/kB25mmbs800Yc0cib3iDO3PHm5VWeBJh/nW+5wu/VpURsZjL/LD75RhEMf/TH2fGlXl/xE/O8ZEhSMhOkstJ+4FSML/IXM/0YLswf5AduerjpmkjtueckIPImWe6XWF27hyyxp59Nmgalb4Eb/Q/Pey1ZWUu86PpqFLMr1hBUfuaFfcHS8p8MCrM5wgQctLkchL4Gm3m77hjOPPz7U3M8LcJ89OnjxiE8wY+SxKQeI3IiSe6hQdtbcVJe5xyCgQCVPoSLPWtxrCl+bUq666qcpkfC3t+xQrcgIRh8IvfR0vKfKg8QM4xyOEn6KQxTak+G03mQbhvaCj+XJOd/dTancyL7KNmcmBEg91bFTQRkDh8mTnTjWn29xcHM2lshFiMSl+CE31bqbQkOUwxX1PjMn+IkTlHLEXMewZK//qx6pIyH64KYTo6WQL4nRyWJZyNBfOzZhV/rrCTYLa9nXmRfVRWOCNmEHnP+bx5o3Msx4NUVYmOAYl3DQvEHedy3LY1GCpLlixhiaeh18qVK7nuuusKLQxqamrYsWMHlZWVr5qBYIeSnp6egw4LU9LQ0MC+olXi1S27dkmG55e/LJWXTz0F3/ueW4q/Zs3olEiAm7r/5xt7WDoYRvMbtOybzD33wMc/Pnq9cg4m3d2yb4rbYax8DKZcT6DrYsw1NEjfntFKAn/kEdk4hkJuCfEp6dVYpgN+Cg5Drxw44M5Kq6sr6ay0V72o6fXptPQCU31kgcJU41wO6ge2Ag6xmMZ//Zcsgj/6kXvdN2wYvWNSTP/6m/28aSAEPoO27obSM29FsPPMl+nxwtThKVNGl/nHHnMDPCri3pR50WV+hB4dtu1OXa+oKGk73le9zJol+runR9rB9fZ6KuwWLoRQCDOVpXJwH2GSONEIX/yi3BcrVriR+dHctCumf/adBOf1BtD0IP0D9SVnftB09XxMT+DzCfNTp44u808+KZyHQm7ZfFPmRbI5HQIcdJq1qkoJhdzhJxPy8lJTI23E9++XTfuePbJXBwqbdgYHMQZ6qXU66Q/V8clPynr6y1+6ts2wYMYxiGL6x3dZnNeuY2gx0k4V99yrlZT5ATPs6nktXmAeRpf5F1+U/+e1bZoyL5JBgyAH9UKpqiBNE/U0IYcnwaA4q9avF/3ywgue1u0VFQL3/v1kkybz2Mb20CI+8AFZH37zG3ege0vL6B2TYvruu+ENuyBix3B8AX70swgfu7x0zPfmogXmY1ocwxDdoOujy3w67WZ+K/vmtOw6yswBwnYC5p4y4uu8AYmTTx6dYzkeRNNEjbS3i4345JMePe/zSY+IDRtIp+FEZz3PhN7M+efLPuDPf3arsUZzu17Q8z+GU19yqE3H8Bmw4qEYH/tU6ZjvyUWxnbyeZxBdl8/r948u87bt2oaK+cXZl4iag8L89AUjBuG853xCzx+ZNDW5Q8GfeAJOP318j+eVJBPO2YPIueeey7me9LSVK1fiOA7d3d3cdtttnHrqqZx++umv6KzRyspKeg5Sq9/X18fpx9GdoDKZvJuHc8+VjJIHH5Sfvf2SRkOmTIHWfTY7rEYcS+en29/IYKw02XI1NWJgdeXKAfHaxRjEMKS7woED0qtoNDbKK1bA734nRnUgIIkkbXuyzMtsozcbJRY0CY9gqa1f7z5WEbQJOTwJhWTIyPbtEtTesMFTIj9tGsRidB2wKbP7mBXaT/WiaXz+82LEt7bKJgNGd9MOYkO270yyPc/87/a+mcGa0jLfni5HJZhFkYBEKDT6zK9Y4TJfVycZsSdnX6I3G6XclyR45pnDXrd9u1uGVV9/7MdxPImmSWbCs8+Kg/CJJ+Dd784/WVkJdXV0b+kF2+KU4EYGZp/Ol74k1yibhZtvlj8tmgA+CjJzJhzYkWSnOR0HnebONzI4rbTMtyYrKOh5J15o4TDazC9f7jLf2CgOkFOy6+jLRZmU7R6R+cFB1zFeXT0RhDtSWbjQ7c3+2GOefm4+HzQ2MrBqC1nLYHFgPZvqz+GGG+R2CIfh+uvlT/fuHd1jmjULWrcn2Z2bioPG2uwpDA6Wlvn98crC71TLJp9v9Jn//veF90BAgh2trbAkt5Z+M0om00VwhGFgjuMGJMrKSj5u4FUvp5zi2od///uQuZrz5hHf2U7a8nOqfw091Yu44QYxe6ZMgU99Sv5sNFs2gbC9axfsTdfio4o92Rn0J3wlZX7PQCVKz0cdaa9gGPJZY7HRC3z9539KxnIwKPZ8ZyeclltDkgiZDGzVmhjJ9+qtCio4FyfksOSMM4R1kMShoqFgixaRXL2JhBXiNN8aNlW8mRtuEJt/xgy44gr5MxUQGi2ZNUvW+B2D9fSjM5ArZ3+yqqTM7+4vxynsYUXPjwXzX/+6BPyDQdEjAwNwmrWGVC5EKqPTEljE/BFep6qCQPTWhBy+vP71oDqKPvfc+B7LK02O+7YGhyvnnnsu1157LTfffDNf+MIXqKqq4oc//GGhFcKR9KwtlVx88cXsPESdw1vf+tYSHs34ysGmB37iE2J0O87oloQ0N8v72dksBjYBsph6gJ4euOoqeX4spalJHJ59utuCI8YgpinRxkBAFqCDJDodkahpoYGA/PyNb8A8ZysBsiSIkg3ERrTUhg4PmJAjE6+/+5FHPE+oTbsZxcCmSV/PBz/olut87nMu894ytGOV5mZxHDipVIH5nOYvPfNGDV5HlWLe7x895m3b3bAD/Pd/Qx2d1DkdJJwoWX90xBJvb0n9lCnHfhzHm5x6qvv4ySeHPHnCCfSbMXQcTtHWcuGFbh+36693mR/NTbvS89Zg0tXz48D8gK+2sIFRvQjVILTRZF5lzAJ84QtQF00yk91kCTBoVI6YOuJlfvLkYz+O4028vr9//GPIk4sW0W9G0YBTtTW88Y1ueew114iD1nFkAzm07dDRSnOz2E2Z3iQG1rjp+UF/9TDmQTbuo8l8WZnL/Mc+JgPwFjkbMfETJzpihcTQqqAJOTLJd6kBJHO2SBYvpi8nzC9mLUuXimMWhMuqKrdlVi43OsfT3CwOsN6OHEGywjylZz4ZqCoEnmP5PstqjsBoMQ9yzpV98573yPldaK3HwiDnC9Mxe3glXC4n2f0gOuhV2uZ73CQ/lxwYoVR/6VIGzAig0cR6TjjBTcb4yEdg0iRhPpUqHlx4LNLcLIGO9nZhTTHf3W+UlHkzFCOHlJhFSRTmxWja6DL//PMu8296k2QyLzLXg6aR1iN0zRw5CKcyd8PhEdvtT8gh5Lzz3McTbQ2KZUJ9HqUsWbKk4Ky96aabiloivFLk/e9/P6tXrx7WX/aRvCfnPO+d8RqXj3505DKMpibZwAeDo1cSYtvwta9JeVUl/Wh5cyqjhQgGR7eR+cFE1+Hb3wYnGMHOH0HUSWCaUtpeXi6TEkfDgFq61N2ITJ0Kb3sbvKV2PTo2FgZ7a08ZMXVElTOATDOekCMTb6eIZ58tfq5/5skknAhosIQ1fPKT7nNz5khmUTA4ept224abbpLIfYU2UGA+pwVLzrwRCRWYVxuYdFo22aPF/DvfKRmBIOfykkvggsYNwrxm0BqZO2JqrDcgMZFZcuTyRs88hhdfLH4uufBU4nnmm5y1fPaz7nORiDhJgkExppW+Ohaxbbj1VrmHyrV+dATuzDgwH6wMYqPnmR/EsoT5SGT0mL/kErclRyAAF18MlzZtRHcs0GC7foKkEQ8Rb+sU5USZkMMX76Z9aL9k69QzGLSjoInzxMu8pknWWzAomcujUf5p29J3uLVVZas6OGiYWqDkzEdqwlgYwrwziOMI86HQ6DF/2WVuBqymSTbbB9+wh5gzABrs1OeOaLx4nSsTAYkjl3POcTPsh7ahcU47nW67Wpi3X+LKK4oNmHnzhHnTHJ1qODWYaN8+KNMTBT2fHQfmyyeFMfHhAJG8oyqVEn08WsyDMK8CEhddBB/45zgzHOkTsZuZnPuZ4QPwJqqCjk3OOMNtczVsKNiJJ7KH6aDBbHsbH/9Qpui1ah8LsGrVsR+Ll3kNp1CZkCVAMKiVlPkpU2AAqYaLEi/oeb8f/vd/R4/53l6X+Xe9Cz76YYsTbPEYHnAm8/pPDU+L7etz5wO+CkYRveKksdFtXd3a6p7LCZlwzo6azHoFTnY577zzuOiii4b1yL3lllt44IEHXnZo2PEgdXXu8IGuLne+xbHI2rUShQMImEkMTMIkmR5sp6PNRtNGt5H5wWTZMli2oB0DG9CIksRxJMK3eLHbX7doKucQOZypnL/6lft46VL5/q6proXw68G3jfg6b0+wieEBRy5vfrO7gRk68OVnHf+EhfRHenPZqgLjINl0ypBIJNwebcci69ZJWYrjgD+XwMAkRIrJ/q6SM/+O13UVmI/kmQ8EYP58NyPnWJn/wx/crJyTThID8eJ5qwtO6f9Ln1PI6vKKd5rxCLMFJuRlxDsUbMeO4s3Bz1veQC/ShPbM4Bpqqop3DpMmyfdcrvg6HK0o5m0bgrk4PnJESFJn9Jac+Y+9qzfvNNCIkMJx3N6NKohzrMz/5S/u+njCCXJPfeTU9QVnxSOZZWT14UG4iWnGxyYnn+zGNvfsKZrNwuPdJ7HTkZO6SN/C0qZ00WtVdr5tjw6H69aJbWNZEMwO4Mvr+TI9XnLmr/l0osB8OM+83y8BgMWL5e+OlflVq9yhpVOniqP1irM3FJhvzi5lMDzcE+XNApoIwh251NW55cpdXcWlw892z2GdI2VD9VoXbzulrei106e7j1evPvZjWbdOODBN8GXEtgmSJqqlSs78zf8vToYgYs+Lw8zvFzZVoc6xMr9rl9tGpaJCEsM/9caNGIi38PncEg4EZw57nffzT1QFHbn4fC67iUSxTb8lO4sXLEkAC2kZPnhaccTCGx8aLT3/4osSxNYyaQJkCJEmqGVLzvy3b7fI5pmPIN471YZXBQGOlfmeHjdZKBiEt74VPvT6XcQ0mUa42j6FrebwINzGjW5yy0QQ7uhEsWua0s5jQkSOK+fsypUrueSSS3jsscfG+1BKJg888AA1NTV86Utf4tZbb+XKK6/kyiuv5KKLLhrvQ3tFiKa5ZWfZ7Oj0I3zkEenXtDTTzGf5DgvZzBx28K+p2/mV9T5O6Gimu3v0GpkfSiLlAcKkCZOmsaKbqir5vL297mctmsrpkcOZOO44xSX1F1wgv1xsvoCGQ5IIfxh404jTolV5sWqGPyFHJrNnS88lkIxV1e8rkYAHNp3MHqRXxCLfNjfNMy/KkDDN0Sknefpp6dG0NNPMddzMQjYzl+18IvP9kjNfXhssMD890k1dnZQb5XIy9A+OjXmA3//efawy204znys4Z3+ffRtPDx+gXtT7cYL5I5dYzDXIBwZcg9o04WfPzWMH4vGeGuoepsy9rVNGY9O+dq3o0TOzzdzo/AcnsJXZ7OCS3E9LznztjEiB+SnBbiZPlvJev98tPzxW5n/7W/exymCe3fUsAU2iFH9zzuUPfxj+OjVYBiamGR+NBIPifAFxzK5dK48dB7778Dy2a3JSa0ODaFuKUwW9icxK9x2LbN0qzrIzs818m39nIZuZxzbeY/265MzPXhDEj0mYNJP93UybJtURsRj87W/yN8fK/K9/7W6+VTvlqe2riejiBH/SWcbPf3HoINxEVdDRiXI2WlZxO49v/24W2zV5sjoYR3tpfdHr5nsaQw7NND8aaWkR2+rMbDP38tEC8/9k/7XkzJ94ih9DswmTps7oYcYMSbaoqIA//Un+ZjRsG9OUx01NYp9X7l1PmS6OsVXa6fzoJ8ODcN4M54mAxNGJtyvQo4+6j7/1i0lsQp6s9MXxb91w0NeNRrb4gQMSEDkz28wDXMQCtjCXbbzBaS4584vPDBLUMoRJU633MXuWQygk1Z9//KP8zbEy//DDbtBz/ny5pwJbX6LKJ87ZzSziW78YHoTz7mvVGj0hRybePr3HkWvuZeW4cs6ee+65XHzxxdx0003U1NRw/fXXs2Y0LNZXuHzxi1/klltu4Ytf/CI//OEPJxyzQ0QpVds+dmMukZDpmWfbzdzhXMUM9mBikCHIoFbGibm13J69irPt5pJMrW6zakEDXbOp9Q0webLrp1ML22WXSS+1735XIoY//am7qI3Up9cr27a57SBisXzmbGsrgb4OokaGXcym3a4vDKBSYlluxmYwOFEGdTTiHbqQTru92X7/e9g2OJmd2hx0zaFCHxiWWuvNYDtWFZjLCUuK+Zm0FJiPjwPzrbl6wCFKnEXOBt5UsYZk3Ma2hzP//e/D298OP/gB3Hff4THf0eGWaodCeUdVOk1w5yZivjQHaGCXPYsf/3j4a9VUXZ9vxArwCTkMUZtv23YdjytXwpaeWnZqc9A0hypjYJgy92Yqry/ezx+xOI5shs+2m/m2cxVz2OEyT6zkzO/P1qKYn+9s5s2Va0gM2jjOcOZ/+EMJot1+u/B+OMwnEu7ABp9P1glsG23tWir9CfqpYJ82nbvuGt4mxdsuaCIgcXSyaJF8dxx3aMxzz8GLLdVsZy4aUD0C8yd4qo+PddPuOJI9rZg/gS0F5pNOpOTM7+svI0WIKHFmOzt5U8UaMimbXE4qGxzHZf5HP5JS1RtvlOnjh8O8aboOEk2Df/qn/BPPPUelP4GFwRZjIffdN7xNijcgccLwCvAJOQxR2c/gMr91Kzy7JshmXbxR1Ub/MGV+4onuY2/W/tHKY4/B6y1hfpGzwWWecMmZ70rHiDtRosSZ5uzljeVrsE2bVEruTdN0mf/xj+HCC+ErXxGdfzjMq3VNSWEm9nPPURUQR9Um4yQeemhYvL9oZsdEVdDRiao8BArB/bY2WPmoxiZDmsxW+waG9XTyMj8as1OeftplvslZV2A+NQ7M9w9oDFBGlDjVdHNO9Bl0bBIJsfuSSZf5e+6BSy+FL31J9rOHwzwUB55VRSkvvkiVbwCALcZCVq7UhvXznagKOnZ5/evdx6rieEKOM+cswIUXXsjDDz/Mzp07mT17Npdffjnz5s3jtttuY2BgYLwPb0LGQbyGxLGWadxzDziWzbX67VTQRz/l2BiARlKL0RZspMzu57rgN2k6aQwb9uSlLVcDjkPYSTIns4GlgTVk0zbZrEQLVZmqGhi1ahX827/BHXcc3qL26KNun5iGhnxZzksvQTpNZSDBDn0OWT3Eww+7pVIgTir13pGIZLxMyJGLtxn+3/8uxvl990HCCrGNeZT7khiZ1LBNuzeD7VgDEvffD8m4y3wflS7zREvOfKB1F3PYzmx28IbUI3xj76WsSLyP+e3NPPGE2zfzwx+WCPmzz8KXvyz9qw6H+ccec6fPV1bmHU6bN0MqRaU/wU59Llk9xDPPFGclx+PuwIxQCGprR/mDHydy+unu4yeflA3lj38MqayPzfpCyow0vkxy2KZdObjg2Dftf/oTdLbnmXf66KamwHxKi5SceWPLRmayi9ns4PTs09y061JWxIX5F190HaSXXSYZtU8/LY6q228/POb/8Q/hF4T5k05CdoH9/S7zRoRt2yjKGLdtd4J0MDhR+ne0orI2AZ55Rr7/4hcwMKCx2TgJn24TtQeGRdoWLnRb32zbdmzH8NRTsGuHy3wXdePKvLP6RRaykdns4ERzLV/bfik/z7yPuW3N7N7txiMvu0xsk+Zm4f0b3zg85l980c0Mq6jIZ/j098Pu3VT6E+zTZ5AwKti/383UVaJsHcOYCMIdrZx1lsuuqnQQ5mGrvghDd4hpiWETw+bMcVvf7N59bD31X3oJ1r7oMt+uTS4wnyZccubTjz3NqbzAbHYwx97G/2y9hF9kRc93d7u64bLLJGP70UfhO985fOa3b3cDC7FYfhihZcG6dVT4EvTpVbQZU+nqKq4egok2ZaMhZ5zhsrthg5z6X/1K1E6LPouMHqbclxTmPWBPm+a2vmlrO7ZBeC0t8PQ/XOYPaA0e5kMlZz67spnXOU8zmx3MtHfx/7Z8mJ9nhPl02g2gXXaZOKn/+lcJxt166+Ex39Hh7vtDIc8wwlWrKPclsTQ/2/QT6OsrbuEHxY7wiaqgo5OTTnLZ3bnT3Vsd73LcOWeVVFRU8MlPfpJVq1bx8MMP09XVxamnnsrb3vY27h6a5jchr2kZrZKQbdvgN7+BOYl1nOKspos6fLhd3XOOj3RWo0+voinzPPpLY9ywB4h17y44qt6c/DP/tflSfpF9H/PamonH3YyE3/9eFKSmudOdP/zhQ/9vx5EsYVUCVTCmX3pJHFW+BHv8c8nqQfr74YEH3Nfu2eNmm9TXu0b4hByZnHGGe+6efVYiyS0tgKaxI3wSFf6knGhVC5sX76bdO5jtSOXAAfjJT4T5xc5qeqgp9IUCyGGUlvnmZi5Y/TXCpLAwsIwACV85TfZart51FQu7mnn4YfnTxx8Xhr3Mf+ADL/8WK1e6JVALFuQntOaZr/AlafHNIaOHGBgQx7WSPXtco3kiIHH0ctpp7gZm7VrZkKpM5j3BEygPpMUrOKR3waxZ7sCNY9m09/XBXXcJ80ucF+iilhBur0/TKT3zb/7bfxAhiYWBiZ+Er5yTnbV8ftdVnNzXXMiGevFFMX4V8+3tkl31cqIyVEA2/TU1yElPp4kZKdoCM8jmmf/lL93XtbdLVj/I+lKKTJvXoixa5G5gtm4VH+yTTwrmBwKNBIMOusawTfuUKe7rDhw4+kF46bQEbL3Mq56XACYltm2amznjl1+gjLjoec0gYZRzsrWWL+4R5lWLjZ07pUpHMd/VlW+/9DLiDcLV1eWD+HnmI3qGjuA0snqIwUFxGqrTnky6fWpDIbdt1oQcmcyfL8M2Qdhdswb+7//EYZUIVGKHo8L8li1u5AjpLR4Oy+OBgaMvvbYsCdjOSazjVGeV6HnHo+fHwbY54TtXUUl/Xs/7SOoxTrLWct1+YV5VSXR0SIBAMd/TUzxM82Dy2GOunq+szAc080G4kJ6jLziZrBEmkRA9r+wZx3GrgoJBCYZMyJHLrFluq7KBAVHnv/616O2cL0wyXINPs6XPhqckpb7eZT6dLs7cPxJxHBnC1djvMu/H9fRa48B8/f9cRTU9BebTRpSTzLX8R1uxnh8clLZhivnBweLs+4PJ3/8+AvPd3bB3Lz7NJh2uIu0vI5uFBx8szhhXl0DXJzJnj1YaG13mU6ljr2p7rchx65z1yqxZs7j55pvZvn07N998M6tWraK6uppLLrmER72NXybkNSmNje6mfefOo9u0O45Mr3QcqDC7CeomDbRShmhyB42c7SPmSzM90EZEz4x9w57mZj7YcjORvKNK88um/SRzLV/c6xpzyaS0MThwQIwt05RI7Ze+dOh/v2mTGy0vK4MlS/JPrF8PmQxBPYtV34Bu6MTjUl6rMge9k10nDLmjl/nz3YF2ra2Sua3OcbpqCmWhvGH14otF418bGoo37UczCM9xZMOezQrzYS1DI7sLzlkbnYwTLB3z+RGzwewgKcLYGASNHGkjSnu4kajZz/v3fpM//UFKX3/0o2LmEwn4/OcP/RatreIQVIP1Tjst/0Q+WzyoZclWTUIP+InHJaqveit7nbN1dRMBiaMVb6/l/n6ZUq2Y91fHiJblT2xLSxFvkya5zA8MHP0gvLvuEgO9wuwmbGSZQitViDfGATIESs58ID1Akgg2BgHDJG1E6fAw/9c/C/M//GEx8+k0fPazh36LwUHXEej3e7I416+HVApdg/JqH3okiGVRlDHuZb6y0p0oPSFHJt5NezIJN90kDAOEq8MEY/kx0z09ctLz4mU+kzn6TftPfiIOnwqzm6CWYxr7qKIHEObT46Dn/ck+BolhY+DTbUx/iI5wIzGrn4v2fpO/P2YTj8v92trqMp/JwL/+66HfQrU0yGZl410ICOWDcJoGlRUa/vIQjiNZuipjfN8+l/lgcCIgcbTi3bSn08K8qnoJV4WJlucjdKlUUYmK11GVzR798MeHHpL9QIXZTUAzqaeDBmQxd5DJ9aVm3oj30U8FNgaG7qCHg3SEJZPxor3f5PlnbdrbxQ5Uutc05fvL6XnHKQ7CnXBCPvC8fn0hwlZeoROsEIWyZ4+bMd7Z6Qasg8GJqqCjlUmTXH2RTkumv5olEa4OU16huU96St5isfy1Qpg/2tYGjz4qWwXZw+aoYIBGZzcgzOfwEy0x89pAH71UYWOgaw6+SID2PPMX7vkm27bYbNsGP/+5BC69zH/ucy+/n1+50g3CTZmSn02Qt+cBYhU64SphvrPTzRjPeD7+RBDu6CUSKW7PNxrzIF4LMuGcHSJLlizhBz/4AT09PVx88cX84Ac/oKamhk9/+tPHRX/a41G8kfbBQbcM81BSmA5p27BmDc98fSW559egOTa5lEnQTFCp9WNgoWPTRS01wUFOMjZTWZ9PIRpLqz2/sIXNOClCsmnXcpj+CHsN2bRftOd2Uk+t5sFPryTz7Bp2brfJZERBZrMSQb3uuoO/hTfKXlWVjzjG47JCOg5aOMzUqmTB8d3V5fb22bxZ3iOTmRgecCyipsWDGMf79sn3aBSqyk1yWn7TPjBQtEvxMp/JHN4gvKHMb7hjJZ1/E+bLe3cTNOOEtAwGFg4a+5hGpS9eOubXrYPNm+k26vNlWOBzTMoDaUxLo1OrY0Z8I7NfeIBfXL6S3seGM3/XXXDttQd/C282VYF5x5G0HtNE8/tYtNDB75f/NzDglkJt3y7+8Wz22MrOjndR7TtAWG9tlWsSDEKsTMNSZk0q5abUcnSb9qHM77p7JVt/Jcyn+jP4zBQV2oBHz9cRMbKlZ95Xj4U4KwwsYv4MOVOjS6tjRmIjp2wV5lt+5zKfych5+NnPZBNzMGludrNFCpkl4G5gNI0FCzR8fp1sVhzlKmO8pUVYz2aLYkMTcoSycqXLfDotGcn9/eIwzBohQvkBVUNTT+rq3ODd0TLf/vOVrLo7z3x3goCVpEyLY2ChYdPBJPy6XXLmewMu8xoOtYFBsqZGly56/qy9D/DQv65k7X3DmX/ooUM7aJ9/3rUDKyrg5JPzT3g27bMbLfD5C3p+JOYdx83yn5Ajk1/9yk2a8DKvaWD6QkTzk9SHOqq8zsFc7uiY739oJX//tjDf3hvAZ2ep0XoKen6QcmzNx4klZr4/WI+Vt200HGr0XrLZPPODG3lj+wP8+QsreeIOYV7ZNdmslHtffvnB32LLFreipKzMk3W4YUPB8zqzLoHtDxbpecdxHcHqvaqqxu5UvJblvvvcAGY2K4FUFYSzfCEqtPwPQ5gHaW0Ach0OpxpuKPOpP67kTzcK87v7KsCBKVorPkx0bDKEyGghTtRLy/xguB5LU3oequhDA7qNOqYObGLO4Br+essanvjqSmLb15DLSCA6lRLb5VBtDQ4ckOXSNMU2PPXUfNKEh/nG6jimL1Rg/qGH5Bzv3evynstNOGePVpYvd/W8bbutWUD4XL58PI5q/GXCbDiEXHjhhVx44YX09/fzq1/9issvv5z+/n6uvPJKLrroImZONJN69Ylti9Lv7paFpamJSZN0wmFZBNUGZtKkQ/8bXYdV/9vMm799O1MHNjNrf4avEKSdSehmlpzmJ+pkyOGnlckkiFGb7UWbMUl2CAsXFjcMHW1Ztw7n2Wfpd2oIEscgh27nmJXZzG57GlnHx9KevzAvsYbcGo0zrSCbWMD3/NewKrwM05S16Vvfkr5pN95Y/O8dx3VUaZpsYBbMt8X72tEhq10kwry5Dqldbjbub34jDdsfeUTOdSAwMc34WKSqSq6ByoJThpxhQDyhYwajkOuVlJOf/xze854i5sHdwLxcnzAv89MGN1O3P8NXnABxO4JtO6T1MFE7TkqPsNeeiomPMnMAbXKJmM+Pj7VyUXL48ZNDc2ymxbegm3WkLZ1J1m4+vfMLpLf6Csx/13cNa8qWkckI83fcIVwOZR5GKPtbYMOf/yLebdOE8nJed7pJ2X6Jsu/fL4M6PvYx2fwoY24is+ToJRiU65TNiu5RzPv9MJD0YwWikHJE4Tz4oIz1bWqiokKnvFzUk9LzZ5116PfyMj89vplYa4avWEE6qMOwcmQJECVORgvS6kwmSZRyK15y5p1MGNPjqJqe2IxuTiJjwmRzZObXVSwjlZJz+f3vS0Dn5ZivqoKFJ9jw+BOyjuaZP3OpQ2y/OFDa2+GJJ8RpvnWr6xCrrh670/BaF79froFiXjldwmGIZwL4w35hfmAAfvc72ak3NeH360yeLHoomz28TftQ5n1tGf4jF6SLGnQzR1YLEHXi5PQgrfYUUoQJOymcSZPQsiVkPhUih+zqNBxq4ruxs+XEzSCTzT3DmP+OcQ0ba5YRjwvzP/qR6PDD1vOrVgvY6TSEwyw+w0/5Y7LB7+iQiopNm8TBlUjI+VbZbBNy5KLrYrbkcsJ/PC66JBCAgUyQQCwI8Xz98v/9n5RuNTWBrtPYKNnMudzh9Rf3Mj8jsRm7PcMXM0H2adNwTAsTnSAmOc1Pl1NDL5UEnCx23SR0s5R6PoCpBcAR5ssTB5iV7WfAijCZfQXmX6eYD1zD5rplDAwI8/fdJ0HKr399+Ft450dUVubbvampm/E4aBpzT4lStUFnf6skW+zeLc6UAwfkMmSz4tg1jLE7Fa9l0XVpr2WaEtSJx0WX+HzQn/QRaQjDYJ75Rx6RyZx55mfPlkvlOEUx6UO+l5f5bGeGz6WC7NJnE7fCYFv48swPOjHZ2zo2Zs0kDKd0zNuWjyySZKJpDrFkB9NzcdrsOiqsLj696Soq1nXzDjNDliA7jAV8S7uGZr/sY3/5S1kOb7pp+Fs8/njx/IgC8489JmupbVM7I8KkAT97WkUftbfLqQ8GXZ9BVZXsgSfkyEXX3YplTRN243FxgquBbsejTGTOHoYM7U/rOA7nnXceZ5xxBnfffffEILFXizQ3w/veJ97Byy+X7+97H/Vbmosyqg5nA3PZrGb+q/sqAhvWsKu7nDb/dDBznJx6joXWehKBKjJaCJ9P+vRo2GiOJdZlRQVcfbVopbGS7m6cnIllQR+VOACOQ5AMs7ObmMlufORI2iH2ONPpo5zFrOXb9lW8f3IzhiGbdduW4TcqO1PJ+vVuKVNZGbw11EzFx94naYctLWLldXbykTftZtYseX1np/Ri+9KXJHM2EJD3mGhrcPTykY9ItDeblQWtr0/O9cAAvPujVVSV22J9tLZKKnSe+cgL7qTVw82oKmK+t5x23xRC2UFmZzYx29pOIlBFXK8gZJj4MNGw0UvJfE0Njs9HJNdPF7WY+NBwMAyHSbl9zGcrPkz67Ipi5p2reG9tMz6f8Og4Mu17KPN79sh5SiYlG+3MbDPzr38fXHGFOGeTSejp4eTKPcyfL7Gfvj7ZwPzud7Kvz2bFqHvHO8buNLzW5bLLZMJrLidodXXJZmZwEN790UpqqvLMt7dL2D3PvPZks5SsIa89nAFJXuZb+srZr09HM7OclHqeBdZLouf1MIYhbTwU8066dMzj8xHJ9NJLlaw1jo1Pd2jI7eEEtmKMwPwdiJ73+109/7vfDWe+r0/63iUSoq/PyjVz4lfeJxdB3Qz9/VQag5x7rmSPJBKSVfLAAxKYUEG4wrT7CTliuewyOPtstyy/s1MYTibh/PcGqW0IyA9dXdIANc88zc2FgVSmeXiOKi/zewfK2cc09FyKRakXOMHeSCJQRVqP4DNsNBw0bAzHxEmVlvlwuodeqkkRRsPBZzhUWV3MZTt+cvTb5QXmT2EtdyJ6PhRy9fxDDw1nPpORNh7JpHyMs+1mXveN98H73y/e12QSEgmCeo53vUsC+amUrA/33y8BaMV8YbjMhByxXHYZnHeecJvNijrPZsU3/s/v1pk0OyonvqdHjNRLLikwP3u22zbIO5TzoO/lYX7fYDktznRM02FJ8h+caj1PIlBFTg+iGxq5vF3hI1dy5oPJbvqoYIBysW10h5jdzyx24ifLgB0bxvy7q5uJRt3+vQ8+OJx5b7IFiKPqtGSzGCrNzcJ8KoX+/LN8/vRmGhrkPmlpEefXAw/IdQkEPO3NJuSI5bLLpB+2Yl4FkjMZOP98jRnzwm4Wxt//DhdfXKTnVZb+5s0vX87vZb41Uc4uazopy8/pib9zrvlX4oEqLM2PrmukCAEOfrIlt22Cg93EidJHJRoOuu4QtJLMtrZSRR9TUjvoMcvZy3QGtXJOzMk+9oKy5gLzv/rVcOahOCBRVQVLM82SwPKnP1GI4m3Zwhdf18zUqXItWlpEz//8565dtGDBRJuyo5XLLpNTrhJXUim45RbXMftyA91eqzLhnD1CmTVrFtdeey3bt2/nrrvuYtWqVcycOXOiP+0rXZqb4aqrpPy4vFw8guXlsHYt/quv4txAMyDK4de/zpd7jCArVsDye2yyN91OIN3HgeBM2gfCVMf3UG72YPuDslExHX5b+3GsQIgoCerpJODk04fuvBOWLRvbz1tTg1VRg60b9FPBfm0ammFgWBn8TgYDUxY6M4tp66SI0uqbQUW2g09sv54lzmrMrE0oJJFcNc1SnYObbxYl6jhwjr+ZK9bnz63jyIKtaZDJ4PvBd/n86c1MmSIGxosvShltWZksahNT649dzj9fzmc2K9fKsmDuXPjcW9ZKypSqJ/b5Csxz1VW8NSTM53LSR+nlmM/dcjvBdB9toZl09xpMGtxBwE5hB0IYjsUgZfyi8tPoAYOYYp4MTqmYb2rCOv1MIlqaLH720AgBP4aZIeBk0LFx0AibA+i2SYoo+30zqMx28PHt17PYw/yBA8OZv+EG1zlybqCZq3ddhb52jbCumM9m8a24l4smNTNnjjC+fz9cc434sgIBuQQTJVDHJu9+t+wP1AbGtqUv53Vvelq8JMoS13VpyJZn/i2+ZjRNnv7LX16eefPW2wll+mgPz6S1O0RNvIUysxcnEEK3TSxb5xuRr0hLBRLU00GQNFZl6Zh3zjyTgJYji5/dzAR/AMMqZj5kDqLbFimiHPDPoDLXwUe2XM9pmjAfDo/M/Fe+4mblnxto5prdV+Fbv2YY8/zyl7yrSpgPBiUW9D//I0E8FYSbMmVsT8VrXd77XtlAZrMu4g0N8NVznhSvq9LzKrKaZ/5su7lQNvjoo5I9N5Io5q1v3E4420dHZCb7OkPUDLYQswaw88ybjp87Yl/OMx9nEh2ESWNWlI55zjwTv2biAPuYhhWMoFtmnnkHG43yXBdhOyHM522bD2+6nsV2MfPeWZkrVsB//3fB/8p5wWau3n0VgU1r5LwahjCfXzTfUS7MKzvpjjuk92wgIPfBRHHdsckHPygms7JtbFv0yFfPaXb76Gua2DbBYIH505LNhV7Lzz0HP/7xyP9fMW/fdjuRbB+d0Zns7ohQNniAarMDxx9Et00My+S2yFcIBDXKSOSZT5EtKy3zPs2WVgtMIhsqR3NsAk46z7xOZa6TcrvPZT7Xwb9svJ6TTZf5trbivo4rVkj2eFeXcF9eLo7ZGbddJedY6XnDgK4u3rPyKt5V1UwkImvvT34CDz8szAcCE23KjlU++lHZE6mAhGnC1Knw/97UDP/4h8u83y/c55k/scdNMtq+Hb73vZH/fxHzuT66YjPZ0RbFP9hHfW4/mt+PbpuEzATfCl+PHgoQyzMfIUkqUlNS5nXdQXcsOqkjFaxCcxwMK0uAHBo2AbKESGFjkGAwOnIAAQAASURBVCBCFzVUZ9v4YuIrmGkTn084ffbZ4n//rW+5cYdIRJhf8L2rYNUqOb+K+d5ezvv9VbyjvJmyMrfv7G9/6zI/ffrYnorXulxxhWT0Z7OS53L//ce3YxYmnLPHJN7+tFdccQV/U93RJ+SVJfn+q/T1yW6mrU3y6G0bVef6ofbb0bExTVHk9947fOP+4x/L0K8X7l1H2983szdVT8weYK69hXKnXybHahpdxiSwTM4yVpMyyvhi6E4+E13B/yu/A6es7PAafB6rNDWRmrmACmcAGw3HkQ2FbubQJY8WG4Mqp4cFbKaeduZbG6iilyW5Z7kv/j5+ln4fSzPN9Pe72cQrVsiwgS1b8pkl2Hy873ZiVp90Us/lXAdtOAzJJOdv/iYzptk4jrwmk3F7P6pG6sdzb5ljlVmz5NSrSLmmwSXvt9H+Nz+hTu3MVWgyz/x7d91OwCfXpa1tZObvuUeMmDUr1tH22Gb2pmqozh5gnr2FIBl0DRzDR2ugkVimh9f7n0M3dL4U+jafia7gS9HvYkVKxLyu0/fxa+jRa5lEOxESaOk0Wi6Hjo2NRk4PU+YMsoDNTGcPJ+SZP818luUDLvPxuNu6ccUKOTeKec2xuXzgdsqdPtl9K+Y1TYBOpTh/8zcJ+mUzlE5LIMOy5FJMMH/sMnOmy7xSN+95l43vW7e7k6uUFzaVKjD/Ty/dTjgojtuuLtHpQ5lfvlySzNf/bB0HHt1MS7KOWK6XefYWypwBdA10n0anfwp6LsPiwCZ8Po3/inyDz0RX8IXo9zFDpWM+86/X0KPXMYkOQqTRchm0bLaI+XJngAVsYgZ7mG9toNLuZXHmWX7c5zKfTLr9vrzMp1LC/JXx26mgbzjzecjPfvab+HSbaJSiPs5+v/hNJpg/Npk1SxwfinnDgNNPtan/ye2iXAIBl/lEosD8m1+4nUhImE8mpa/2UObvu0/22xt/uY7WRzezO1FHWaaL+fYmYgyKL97Q6PBPxcgmOSOwFs0w+FbZV/h0dAWfDd1NLlg65rnmGrqNeibRTpgkejoF6XSeeZ2cHiZIltnsZB5bWWC7ev7uXpf5TEYc1uAyv2mT8OtYNp9K3k4lfWgzZ4qXRDEfDEImw2lPfBMdm1jMbd8xwfzoyaxZroPbtoX505bY1P90BOaVZ7Gjg6VPusxb1sGZ/853YOuD62hduZldiXqC2UHmWlupcbrQAJ9fo89Xh2k6zPPtxufTuKviWj4TvY/PhH5M3F9VUuZ7fJOY7GU+P5DRRidnhPFhMZ29LGQjC+0NVDm9nG49y4+6XeZzORnOCy7zmze7geeqCpuPdN+O3t8ngU3FvN8P06YRyfVz8f5vUh6zC8xnMq6vcOrUCeaPRZSeB9eUmT/XZvZvb5eLdBDmT1lZzPw994zM/Pe+Bzt+I7bNrkQ9Wi7DDHs3U5296Dj4gxqDejkZy0+5L0HIZ/Kzqs/yr9Hl/Gvobg74ppWU+V7/5HwwJImWET1vBKRvRlYP4zMcprGPhWzgJOclFjobqaSXJcl/8BfrrZyZFT3/61+7/3rFChmOCnIKqypsPtx5O77BPrc/gWJ+yhRCmX4+2C7MKx2vmAexRSeYP3qZPt21501Tkpb/5V/G+6jGVyZ6zo6SnHvuuZx77rnjfRgTMpLkG4tTXy/1lv39snPs7S2UZSyyVvKRyHLu1T6OrsOHPiTRxcrd61g0qZu7fl3DPauaqJukE3C6iJgDRJx+AlYaB9B0sDWD3c5Uso7BVGc/0wdWkf3w5Tz9p3czOCjJLNkPpQnee68c11iGhXSdne+5BuPxq5jkdMqQnPyuTtPAdPxktSAaGlEnQS1dWI5OliDgkCbEEm0tt2c/y3eMf6ftZ438YVMNy1c2cc45Oo89JuUdZ4bX0di3GWN6uZu9o6ZgRCJQV0ekZROZ7nXY9mIcRxRvOi2bl2BQyql+/evjt7fMsUpfn2Rlqk17MgnN313HZ5zNRKqqJNRrWbJh37SpwPy87pV8OLacH/NxIhHJzFLMnzKtmx8+WMOPnm2itl4nmGulLNdDud2B5jjCvCbDaPZZ08EyaXD6OGXwSYyLL+KFJ99DZ6cmfZkuHKS6FMwDnQuW8cXwnfxb6maarBflhNg2tu6jzT+dsDmIT8vhd3I0shvH0UnnS7aGMn/gp438Ybcw/4536vzpT3IKTw+sY2Z8M0ytliBPJiOGsq6L53XSJGo6NjHJWMfg4GJM001qy+XE9nvqKZl0PMH80UlXV2HuICDMv3DvOpJsJlJd7fa9Tialf0G+Cd6snpX8S9ly7uLjlJdL1rli/rSZ3fzggRp++HQTNXU6mF1EzH6idi8+O1tg3tENdtnTpIex08Y5qf+Df347a7dezM5dGj4fdL2rj2klYr73pGV8uexOPjVwCydZa9EdGxxHmPdNI2LFMfLMz2A3ju0yn3JCLNGL9fzvO2pY/mgT779Y58EHhfklxjpmpTbjNFRJpC6VEuZVdklDA5GWTcytWMc/+hZjWW65YC4ne/znnpNMlQnmj046OqSPppf5zpXrSAY2E6mtlTRQNQll584C89N6VvKBiuX8gI9TVgbnnCPMV7WsY+mcbr53fw0/eKqJ6lodO9NBNNtHzOnGsM0C87buY4c9nZwFk5w23pB8GM59E+uSl/P8Kh380PLWdk689x45uDFmPrN0Gf+v/E4u772VE621+BwJFji6wV7/bEJWgrCTwHBMJtEGtluamx7CfNf9jfx2sIbljzfxLx/WeeABYb6JdczJbsaaXOvajSojP898cMcmTmlYx1O9iwu+EnAD0GvXSluQCeaPTlpaJEjqHXra9eg6Uop55R1Mp6V/UN5bMqlvJZdWLue7fJxoVNpLKOZff0I3372/hu8/2URltU4m00UwN0jQGSBopbBBEi10jb32FAbtAPVOG+dl/gRvOJPN5Vfx90d84IcNr+tm0r0/kIMb6zSvZcv4avWdXNbxDU401xBwMuDYoOm0BOfjt9KU2b34HJMyBsAmr+cNMhQzP/jbRn5t17D8iSY+8lGdP/whH3jW4DT/OhqTmyBmSMsIL/PhMPokP7M3b6Khbx377MUF5nVdMvs3bZKg3gTzRycvvSRfXuZTz64jFdpMpL5eWFfRz337JLNC06jpW8klNcu5I2/Pn3GGy/wbT+zmu7+s4TtPNFFRpZNMd+PLJakgTTTXLwHufLJoh1lDF+XUOW28NfMnOHMxu+Zfy+MPhMAPLy0eYNG9d8rBlYD5m6bcyft23cZJ5hpCTt7uiIbotyOkjSgxsw8feeaBFGFy+AmS5gRnE992ruLfc99my/0V9J/dzRMviU1fW6sXspNPD6xjVmYTxEKyXxrCvBYOM3PrJuqT62hxFhdmrei6+MZ375a2ZRPMH508+6z0mlUmZV+f8Putb419gvYrVSacsxPy2pfublnMQiHRpAcOuJ6sYJBs1sFnpvj3+NfIBsDqbOT8Ay0s6/g92n9vxudk+KQW5J8iC1hrn8+pBx6hIteNo+lktBDBEAQrI2wfqCOZ8BNxEoT1FNo73kHge9/CP1cOw7Kg552X0RBk5AY4oyxbJy1jeeROPpf6OoudFwuf2XF0WplKl17PbN9eotlONMdGB3yYOOgMUkbOF2JudivftP6d7t/VYv0xyPKTT2DjhnfT39uI1lfDjMoOYtketL1ZCGru58qnCPZlQwwc6CLmdBMMyt7RtuW7acqleeAB+MQnju8ShqOV5mYpw1TT6oPBfPbOgW667Azl06uopLN4VHooBLaNkUjx2f4b2RSaQ6y/gnduf5z37Psd2RtacewsHyXIudET2J0+nSV9jxI1+z3MawSn1rKtswKz3yHipAnraYxz3gw//jGx07SCT7j9bZfJMKASMN/ZCU/7lrElMIePasv5T98tkMvhZC0GsiH26g1MD7YxOdOSdzI7BMhiYRDXyjAND/N/q8V8VJjf/dK7OdDbyIa+GqZHOgn39OPf3wlBexjzhEJk413E+7rJ5YrbclmWtDn4+c/hi1+cYP5opLlZWlt7mc9kINeWZ35mNZVOezHz+RHIeiLFp3tv5KXQHEL9Fbxzx+N8aP/vyNzQSs7O8mGCvCm6gJfMt3J658OU53qK9XxNGfvSNcS7fEScBD7NpOrsxfCLX1D2Fmk6ZlnQ8qbLZHpyCZjv74enjGW8FJjDu+zf8b/B6/LM2wxkw+zTG5gebGdSEfOZYuatPPP/qMV8Wpjv2PBudvQ0sqmvhsmRDsL9fQQPdEDQKVo/CYchFCK9r4v2/SMz39YmvQ6vu26C+aOR5mb43OeGM093N11OhvI5dVQ6rcXM5zOs9ESKK7tvZF1oDoHBCt6183GubBXmU1aWDxFkWXQBm3Nv5rT2hykze7HzzIdCEKyvpCVRQ6pLI+IkCGg5Yqctgl//mooPuBf6pcUf5sSFTkmY7+sT5tcG5nCO+TA/in4eMhm0bI5URqdVn0VdsI+ZmS1ojrQ5CJLBwkdcLyOrhZhLnvlVtZirg9x78gkkN7+bjW2N+HtrqIp0EkwMEmrrgWBO3ti23Z4FkQip1h52t3aTzco+Xm0uLUuc6X/4A/zHf0wwfzTS3Cwl3smke8qLmJ8/mUp7b3E7D10HXUdLpPhk5428GJyDHq/g3bse5+oDvyN9QyuDVpZLCfL66AJWVb2H0w88TGWuq8B8OATBijCt9iR6OvxEnTg+zaa+aRL89rdUfN7dNq9fdAnnnJ0pCfOZDDypLeN5/xzO5nHujn0eIzOIls1iZizatSmUB6qYn12fZ14vYj6Dh/l1teReCnLvSSfArnezfkcjdn8NPWVNVBzYTLjvAGR0N0PT55NzGwzSl/SRS3RRbncXmNf1/P6mR4YlfeUrE8wfjTQ3S8ZgPF7MvNbTTRcZyitqqbTzNqcqn8i39dASKT7ediOrgnOw4xW8t+VxTj7wO9L/00qvmeUigiyNLuDx2o+yuOsxqrPtxXo+4qPTmERrR4SoIwPg5i/Q4fe/p+q2UOEYV898HxdfEC8J8wBPOMt43D+H1/F37ij7T6pz7QQqY2QGc/Q6ZbQ5NZzEenQcrDzzOQLYGOxnGpOd/fyCSxncX07fRVlOCQS4d8oU/qC9m8d5M62RJqJdLUQGOiDnuMyrdh7hMH39DpnBkZnv75f2vzfcMMH80UhzsyTD9fe7tk1FhThrP/QhaYN4PDpoj1vn7MUXX8yv83nuV155Jd87WIOWCXn1S02NO+K7o0O0qirVyeVA82M6BpOsVm5O/TvJnTGq/quXakdnt9PIXm06tXTzutSjvHH3I5gz5+IMBPBlEjjhAMEFc8kls8Q7fOiORTU9WFW18ItfoGmSMdvTI4p8cBAaSqTB29thsz2P/8fXuGTJFq75dAq+8Q2crdsJOSl0y6QnXE+l2YVlySYrgEy8rLY6qbM68WFhY9NDNSEzybR1f2Py2r9yulHNgBUhNJghYg2gOQHAcMuJdR0nFGbf1jR+OwC1NYTyU3dVsoPjyOX4+tcnFrWjEduWDXtXlyQpqxKb+noIUkNqT5DBAzoVVg4N3D5K+bpLS/cTs/q5O3Epzk4f9d9tB9thkBgtzCBCmtcnH+EN+1cK8ylh3oqVEWyahzWYIBW30R2HKnqwy6tkGoqmEYvJsSjjpVQXuK0NqrJtVOfaaVnyTvjlpfCBD2A8/wK1TgdpK0giUIZm6NimpKD5kI33ZGs/VVYvBjbWEOYb1v6VRb5q+s0Yfj1HmdWLrphXGbM+H4RCOOk07T0BDpg1hEJyXdJpUTXqnEyU7RydKOY7OqTPsnIC1tRA0CfMD+yHCjNLYT6DYj4YxDL8xMw88y0+6u5pR/MwHyTH61IrWdbyCLnGuThxpedDBBfNBdsmtSGL7mhU0YsZrZBJ4ZpGebm8neOIvi8V8319UJE8QFWunR1zzoXHNsP734/+1DPU0knaDhInxmSfjp1TzJuAxmRrP5V55gt63sozv+6vzPJV01dgvs9lPp9RgmEUMd9qCfOB/Hwq05RjnGD+6OVgzEejEIrlmd9rU5HLDGc+FML2Mp/2UffLocxneX3yEZbteYTsjLk4yQD+TAInGiF40jwc2yZ1IIPuGFTRixONSZNJn4/KSvc4OzuBz5aG+f5+qEnsIZLrZuuUN8OLO+Cii+DxJ5hEOyk7LMPxfAZWzpHhSViAxlRrD+X0F+v5PPPG+r/yZaOaPisGGlSY3ehGnnnVzmCInt83hHnlK1TdJSaYP3LxMl9V5Z7TIuZ3m6LnNc215z3MR81+7jYvxU77qP9tOxoOg06MFhrxaRZnpR5j2c5HyEwXe96fSaCFAgROkMbZqbWDGErPh6JS6hIOFwapgthe/HvpmJ8U346eG2R99ZsI7NgB738/zl//Rr3TTtyJYmAVMS89xy1mWLuIEUcfwvz09X/DeCnPvF3GgF5JwExgGCbYeYeszydwh8PS43lrGr8TIB6sIRYaznwyOcH80YiX+ZoaQRnysc/6GlJ7gwzsyFBhDbFtTBMMA9vnJ5oT5q2Uj0l/LWYeTWNp+gnesGUl6elzcALCvB4w8M9shPJyUuv7MRyTKnrJBsrRVj4C5eVFc0F6eymZbZPNwuTuDaRzWVaXvYXQjg3w8UvhscdIUke11UmvVo3m0zFNX35ApUOIFFmCVFpdVNKHgUkPNSTtEI3pPZTv3smVzlO8V5/EPqORoBnHb2SEedVbPO8dd3SdfVsTBebLwqLXvcyn0xPMH414ma+rk/MIwn84LBnJn/scPP/82M6eeyXKcfZxRa6//nrOOOMMVq1axf33389zzz3HGWecUfT8vHnzMAyDmpoaLr30UtZ6pwZMyKtLmprEe7V9u1gOoZB7p+dyBNKD+PPNxQ2yhJwUtu2gORaNtLBQ28xUrRWfXyegmUS699E+fxmZ8joCdobE7g727szhszI0cAACQf5xxX2F9/A6qgYGSvexQ4/8nprsAbqCU+l52wclPfXvf6dv6kk4aDSwHyPej2lrWPgKw2NMDKawnxApdGx8WEyigxnsxbZsHNshaCaotruoMjvwkyOQS4pXsKam8LnjdpiKdDt7/LNJzGkC3DVPTbZ0HFi8uHTn5LUk69bJ4J0pUyjaJJeXw8DMJvb6Z1OTOYBteYa0gXgJEwkM3SZKgho6KTP7sRydNEEiJDiRjUzVW9EDfoK6SbRnH7vOeD+pygZCuUESW/ayb2sS3crSwAEcf5CnPnVfoZTW66jq7i7dOfH9/iFqsgfoDjRgLGmC2bPhr3+le8ZiNDQaaCWQ6sOyIIcfHQcHjSx+avMDzHRM/JhMZR+N7MGxbOwC853Uma0u8xUVMHmyOyY3FCK7rYXN1ly6pjQRDLq+W3BLoTKZ4uFLE3J44mW+utr9fUWFy3xtutVlXun5vHfQh0WMuDBv9WMXmE+yiI3M0Pfi8xsEdZNY7z4OLDyXdHk9QTsFra2ktu3DzFo0cIC0EeXFz9xduPaqVRmIsVkq0X7xc6qybXQHGtBOmC991R9+mK7ZSwFooJVQuhfHckZkPkgGAws/JlNoFeZtYT5gJqmyu6gzW/Ep5isr5QLk73Uv891TmwiHXT8WuDGhXG6C+aMRL/Nex5BXz9em9ksik1fP2/bLMC96foa2DyPgI6iblPXtY//J55OumETQTJLY1U7bhm7MrE0DB8gaYVZ9+seFi+u9B7u6SndOjJ+tIJbupDvQIE1Jq6vhL3+hfd4b0LFpoJVguh/btMkRQMsznyFAFT0EyKJjESDHdGcPM2kR5i0Hv5Wi3OphitkizJtJ8QpOm+YGn4PBAvM905qIxeTXgYDrJ1R+kwnmj1y8zHuHZxYzvw/b9uh5lc2fSEiZsxanVjGPTspx9fwsduPzawR1k/L+fXTMfT2Zslr8TobEgX7aX2onlYYGDpDSo6z99A8KhryX+VLaNvbyFVQmW+kONOA0TJXj+eMfaV10LgaWMJ8ZwDZtsgTQIM98kHL68XuYn+G0FDHvs9JEzX4WZNcyy9klS1o2K80gg8FCP/34oFOw6fdWNU0wP4riZb6+3v19LAaDszzMWyMwn0xKO4s88+W2Yj5EmCQL2cRcthPw2YSMHJUD++iddjLZaDU+zSTRk6ZrYxuDSY0GDpDQYmz45P8WYPc6Z3t6SndOMj9aQV1iF92BBtKVkwlXBuGhh+Dii8n4IsSJMck5AKZJmhA2+rB9bCBv39Q77cxnGyFSJO0QtgNVVidN2eeZZ28V5tNpaZp8EObb6mUfGwwWM29ZE8wfjXiZnzzZ/X0qJWbslCny/PF4bo9L56zjOFx77bUsWbKEiy66iFWrVvH+97+fSy65hDPOOIMXXniBK664gmuvvZZzzz2Xhx9+mFNPPZUfH2zk54S8skXXpbmg6tUDrkWRD3+pzAo/JmE7ATgY2IRIU6P3Egw4ZE2NlD8GkQjT77uRrTfcz7PaWbT3+NGyaQJOhtX66Wz76k+54OtuHr5yVNl2PupYIukb9NEdaKA3MNk1cCdNonbr0zza+DFe5FR0bHBsHCBOOWa4gmBIw8DGQS+clwbtABGS8vdAxIljYJHTwjiG4aaLDQ4Wzqtv/x4GifG7+isIhPSCg0oNG1X7yF/8onTn5LUk3d3i9Js2TTKqQM5pRQU4ms5v668gQwDNyZcfqQyTfFmUbpky1AubECk0x847amx8mkVIS5PNQTJYBeXlnHDnv7H9v3/Gs/pZtHf7cDJZYV47nQ3X/YQLbnpj4di8jqrOztKdk54Bl/mCQVlZSd22p3lq/keKmNdwGKCCTFk9wZBeYB40dGzqtG7CpPIZVxCx4/gwhXndKGwEvcyzdy/ZtMM90auYMdNl3jRde9ow3JYeE3JkMhLzmib+wpdl3nHQbIsAWQwsQiQ9zFv4Pcyn/GUQjdJ4z1eJ/OFXOFOmkD7QS3zQJuwk2eZfxL7/upsLbnlT4diqqtzjLCXz3f1GgfnCMUQiTNr6JO1nvovt2nz85HBsBx2LuF5OpqxuCPMy3LFe7xzC/CA+cuS0MCjm43GJMirm9+8vMD9thl64Lqr0b4L5YxMv85GI+/thet7Op/KoTbsqfT0o83k9r+eZD5RDLMasH32Zbf9zP88ar6O9QyOTtPJ6/jSevvzHvP3WcwrH4HUWl3LT3tOn0xmYSm9gshuYDARo2PwYa8/4RJGe17Hop5J4bArBWKBIz2s41Bi9hEjns8khag1IaawWlmECjiO2YyLhMt/eXmB+6nS9sN45Hr+JKnudYP7Ixcu8Sm4A0bFFzFu26yUBj5638TvijIyQBMcmVNDzJiE9TS4HaV8UwmGm3fd1tn791zzrO5v2Nod03CLgZFmtncbjH/wh59/+1sIxeJ3FpbTnk3GbPf659AYmF3QshsG0l/7KxmVXFDFv5Jnvj00nWBYaxny10TeE+X4iJMhpIfy6hRaLSdBxzx53joSm4du2uWDTl1fKujGU+VIH5F8rctjM29aIzDMi82l8WAS0HOE88xk9CH4/k35yO1tu/g3P+oX5xICN38mxWjuNP73j+1xw5wWFY/A6i0uZYJRK2GwPnkRvYDLRaP4jaxrcdRfzP/dObgv8BxtZhI1WaNWU0qLkwhUYPi1fEaThANW6q+d9mOjYBMliaT5hPhyW4Nu+fQdlvqxCL5xyL/O2PcH80YiX+ZDbOaOQQTttmmTQHo/n9rhsa1DrDQPl5Ytf/CKnn346n/rUp7j88suHPf/ggw9yxRVXAPCJT3xizI9xQkZZbrxR6vzvvVfufOUZVAucpqPZADYaFqCjy1QAsGyMqEGudjo7+suZk9rH7t/u4CPfOZN+++cs1p7FcnS6qWNj9Ewaf2Vw5zK3T8p4ZVStqruA3oA8njTJ/X3zqjBfj97ITiPHadYz3Ma1zGAPO7T5hHSdRbXtaHu2Yzngx8RBQ3Mc0HQMx8HJO2g1HOLBKsLz5sD+3ZIaNThYcIhkwtXcWHUb2xrOJ0o+62FA/iwUchOvVq6USZcTrQ2OTFS3jnRajKd85VkhifO5hvfww4F9/M/g58C2irOq/H6wLLm2OGhY2OhoaOiGhuPoaIA5aRo7EtXMGdzH7j+28JFvn06/9TNO1Z4m5/joppaXomcx6/cGd77VZX68HFWrp72rwLx3E9X8jJ//DN7Kdl+OU02X+e3aPMK2wcKpPQR3bibn6ATJFjGvA47jBnGSgXJ8M2fj62wpZCEXnCGBAG0fvJp1/3gb5WmX+XxVfSEmlEjIULCJGZJHJl7ma2rcistA/pqPyLzi3udDsyzsfFGgTHaniHndcbDqJ7MjWc+c5D7K9u6l+YE2vtm/HJt+chj0UM3uyjP4yZlG0bF5M6pK6ahaPfeSAvNeZxm6TvvX7uZDF6aYPbCa2/kCM9nNLuayaLaPqN1NbsMWTFsjQE6CcflMNN1xmddxSATK0WbMpqw7z3x3t2xgbBtisSLmKyrknvcyr0q8J5g/chnKfCol3Cun5EH1/GEyr+Fg1TewI1HHnMQ+dj98gI/876n0mz/lLK2ZpBOkizrWBM9i7tMGU5tdPT+s3LVEsvbkfykw711rmp/U+Pfs7ewI5jgl83RBz29jHhHHYOHkXoLJzWRt0fM2Onqeec3R0D3Mp/0RnKmNVPTvk8iCGjJo2xCNDmO+tbWYebU0TDB/5OJlPhaTAhhwEx0OybzfD6bYrQAadsEt6dXzdm0dW9KTmZ3ez+7HuoT53E94nf53knaITup5MXAWc9YYzPMw73VU9feX7JSw+ayP0pVn3runaG6GqwZuZ1c4x8mpYubDjsGiyb0Ek3Gy1nDmdUcDx0J2Og45X4B43TSqykz453+G+++n0ES8r4+MHivY9OWa+G69zGcyE8wfrXiZj0Zh3jxRN+paH5J5pXAOybwNVVVsyU1hlnmA3U8N8pFvn0Z/9ie8Xn+ctB2gjQZW+89i1g6DUz3MV1a6TshSOmf3nfdR9t0MOG4wXsnT77yR3/7Y5CfdF/MX3sZ8ttLKFNL+Cvy6xpzaDvxt2wp7G5/j4Gg6Oho+x5R/Cmi6Try6keoqZHLgr34lUOs6DAyQ0csLzFcEZNaml/l0WtbkCeaPXLzMRyKylodCwj/I7wOBIXbtcSLHZeZs9yHc8NXeHZZHLrroInbu3Mn3v/99BkqpnSZk9OSuu6RkwbJk1QsGJTQTCEAwgAOeJQ1sRyPr+Mk5Pralp7E/VUVNJI1m5bjnzjh9CT+Nxl5WsZRm/S1s9J3M7Oo++vvhm990+6UP68tWIvFulpRz1rbh9tshkdCoiJps0BdzA1+lmxpmO9vxZ+Ic6BPPqQakCdPGZCxHx3REXUi5FBzQp7LfNxNfZVQsiPe/Xwxjnw8qKii//b9ILDufzk5xSOVyhXan6Loo3mnT4DOfEZ/5ihWlOzevBWlqggULhClNE+dQOCzPOY78fvNbPoM+bYrrlA0G4YQTYM4ctHzJdxHzaGQsP0knTNb20Rf3URNOo9kW9/xvP32DBo3GXl7g9DzzTcys7B/G/HiVu3rfS22iFPMDAxrVZbki5uc4O/BnBmnrMsDQMbBIEWYv0zAdg5xjgKNMXujQJ7PbmEOwNibMf/CDwrvPJ9bjbbcx50fXFa5LNlvMvBqIt2CBG5SYkMMXL/OOI5dgROYbpxcHIubPF+7zESEbg5GYzzh+epMhaiJpcGxW3/AHrvrNObw4MJsNLOIp7Q1s1E8ml8xx7bWyMVbidVSVMtLvXVO8joPmZvjCFyCVNdign8L/8J90U8s0ew/7Ng0wmJGegjo2KcLsY6owbw9lfhK79TkEa/LMf/jDLvPh8DDmk8kJ5kdThur5GTOk3A+GMD971lExn7X99CaC1ETSOMA9t/fQ1+vQaOxljbaYJ/S3sNFoYmpFnIGBYj3v5a2vr0QnBImzK1FrjdLzfX0wqSLFBsNj27ATf2aAti4dTdfwI2Wwe5iB6fjI2j4cRysw363VsdOYT6C2Qpj/6Edd2yYQgFtvLWJ+cHA4844zwfzRylA9X15e3CqpwPy8uS7zPp8wv2CBPNa0EZj3kXJCZBw/Peko1ZEMjqZxz+299HVbNBp7eYkm/q6fw0ajicllSeLxYuarqtxuOaXcCra1uY9VQMLL/JSKBBuMJR7mdxFID9DWqaNpIzNve5jv16rY7luIb1K1wHzRRXDaacK7zwfTphXZ9P39wvkE86MjQ5mPRinKyC8wv+AEl3nDcPW8z4czhHkHyFo+0k6QrOOnK1dBVSSHo+vc881e+jpyNBp72awt4lHtrWw0mqiNpkmliplXidQguq5Uos4FFO+jFfeO7iMQ0rmZ6+mkjlq6qLK7sU2LwbgknmQJsE+bQc7xkXV82Pn/JzpBZ49vNtrkSQLwJZfA61/vMj91ahHzXV3iOphgfnTEyzxAY6P4KmIxl/mFC+Xvjjc5Lp2zs2fPZvfu3SP+fufOnQd9XWVlJQ888AA33XTTGB7dhIyZ6Dp84ANu7Y1pyo5a07ByFmktxC7/ApJGGRY+Ek6EHH5s3cAxAsQHHPSONlrS9fwq/g6yJmxKzyYerIHycoIRH+V9e6jTuti0ye2TMl49qlRU3zBcY27dOti8Ger1Tspz3RAK8nToHL6s3cQuZlFpdhKM9+RzKX1sYx5tegOm5iejhUgQkSnfRiU9wSmSRLUvLedywwZ3A1NTg/7xj3LNNWJgtLTIKff5xO5LJOQlXV3w+9/Lelii4Z+vGdF1is6valKfSMjPFRXw+Wt0tKuvLma+rq6wYc/pQbZqC0hownySCBmCgIajaQykfGgdbbSk6rh/4HyypsbG9Bz6g5OgvBxf2E/V4HDmxyujyusgUA4ML/MVmU5hPnwu13MLO5lFpdlVxPx25tKt12FpPrJakDhRLAwGjUo6g9MxTehtTQuwGza4jqqqKvjoR4uuy+Cga8QlEvKVSonhffbZE8wfqRw28//v/w1nPt+fLacH2awtJH4I5vXONgazQa7Z9ilaU1UYVo7+0GS0inKMkI/5+nb698eLNjDeTO1SOqq8a4o6hsKmfX+caVorRsjPM5Hz+BK3souZRLJ9JFq6pV9anvmuEZiPG5V0BmeQM2GgPS3ncNMmd1BMVRV87GNF16WvT5YBL/MqG2iC+SOXw2b+xq8dnHkjyCZtEYNa+SGYb6cjVcZDfefgWBbb0jNo80+H8goIBqhLDdfzVVWun6CUWYTegIRivkjPJ9sgGOTp6Fv5Et9gJ7OpNLsJDnZjo2Hmme/Vq7E0g5wWcG0bXyVtoZlkchrxrrR8wK1b5U3ygWcuv7zouvT0SMaPl/lMZoL5o5XDZv5/v+kyb1mSYpXP6Df1AJu0E4cwH8JBL2J+f6KKB7rPwbQctqRnstc/SzzBwQD1mb3DmI/F3KqvUjqqvFV3KpOsyJ5PtEIwwNOxf+JLfIMdzKHSGpl5k2Lmk/4K9oXmks7ppHrylYU/+pF89/slra2ursimVyXJXuZzuQnmj1YOm/nv3FnMvJqYZ9tYRoCNBeYNEkTzvVgNbE0X5rvaOZCs4MHON+FYNtvT09ntmwcVwnxdbv8w5svKXOaTSddhOtbiDcJ5KyQU91PD3WhmjqdDb+FL2m3sYC5Rs59puV1YyTRJPcoAFXQ7wrypBQrnxMJgQK+ky6wi05eWD7h8uRtlCwahvn4Y8+HwBPOjJYfDvNq+Hm9yHH5k+OQnP8kPfvCDYRmwfX19VHrDMyPIrFmzDppdOyGvAmlrcx2IuRzs3k3O8ZGzfXQFppHwVbDLmYmJjxBpGRBgR8hmHaZkd9FlV3FN6kZ6zDKSdphsqLzQLKV2ehgaGgj17CPbPVjYNHtT8kvpnFWGo8/nZh10d0Ome5BQz34qJochEIRgkB2VZ/AV/03cwH9ynXUjtznXsEubTZXWD2gknAgBJyO92PCzx5lOIADVVQ6+vbtI9yZlh6JCvrW1sGIFy5bBnXfCKaeI0s3l5LuuF+w91q6FP/0J5swp3bl5rYj3/A4MSLukgQEZsnbnnfmypHXr3EiwacJLL0EuRzJaS8KJkPSVs1sT5sNaGgMTw8mSsYNU5jrptqu4JvU1eq0yklaIXKjMZX5qCK1h8jDmxyujSjkIdN015oqYb4jkmQ+wtWopXz0M5kOkMT3MV5Y7GPtaSHUnxHp0HLHYJk0qhM7VdVm40E3UB7H/Jk+W6zTB/NHJYTH/9NPCqM8nF2D9+gLzSSdM2hejRZtJTjGvucxX5Trosir5xOC3eHZwEWk7QE9oCmZQaq3KaoKEptZSl9nLpmf6RwxIlNJRNVKFxLp1sPnZfuozeymfEhXmA37Wlr+BG/xf4yv8N1/K3MDt9ucPyXxLnvmKcgdt3x5hft8+YT4YlKkNQ5hfsED0vJf5+voJ5o9FDov5/DR5fD7ZJa5bV2A+5YTJ+KLs0RoLzPs8zFebHXRbFXw2cQsduSr6zRjJUBWEpcltRV2QwJS6YXq+vNzNqIrHS3c+vHaUWmu8ej42tRw9JL0V11cu47/9N4qet7/ObfbV7NZmUaUfhHlbmC8vc9D27yXZlZBaVscR23Hq1BGZz2SKma+rm2D+WOSwmP/Nb9y0vmHMh8j4IgdlvirXSZdVyeeTX6PbLCduRkgHK/LMa0SrgoSnVg9jvqzMZV51NCqFjBSQ8DIfmVqNPxoEn48XK9/MDf7/GcZ8dZ75JMXM77JmEAhANOKgHdhPsitvz7e1SXBi1iyB22PTL1ggQTcv89XVE8wfixwW87/4hQuh4xTZNik7RLbAvH9k5v8/e38eH9d13/f/78G+kRgAXEVKlADLlixLlgZkvIV1YgFZmqVJDIhuFll2IqBuvspi14DpNvmlSRoaSOy0UdMYkF3brFObApQmadKmAeQs8hJHJLRakhcMSYk7CWC4AiSAub8/js7cO4MZYAaYO3cAvJ6PBx4EB4M7dwbvu33OuefMhfWrV/6TLsyFdXGuVlcrGxWvrpUUUkVdpep3blw083NzJveFkK63uOTmfsPF11RVWypVVevpDe/Rb1cd0G+HflO/H/+w/r/4H+ljtY/qXGirNuuCrqtSZc4NlYXmVRGa06zKdVI7VFXlqOTsKV2dMJO+Jl70ttvMPiUl89euJWc+HCbzK5FV5tehdTnmrCR94hOf0L/5N/9GDzzwgN7zHjPBwd/+7d9m9bsh21UAq8vBg9I//7PZm9bXm7PpGzd0YfNb1HDyW2q4fl5XnBpNxTfojLbqJp1WSPO6oXLVzl3SC7pHj+qX9Q/6AamkVPHyapVXV6i62hy8Nm2SFNqmmetlqpiOJ4qyQfSompszBxEpuTjb1CRVlsU1s2GH6nZt0s5aaW4upC1NTXK+O6EXz9+jc84WfS3+/ToW2qX3hv5Mzc64ZlUuyQxMf9rZrovxDWq4cUW3zh9Vqa5o1qk1haq2NulP/1T68pfNWAWS9j74oN7xDqm93VzA3biRuOtMGzeaz+f4cXMbzbvetT5byVZi717zuT3/vDlpaWoyt4GUlMhk/hvfMGfNdXUm89euST//87ow/E1Vv/i0boqf0Kn4Vr2qm7VDp1Wtq4orpMuqy5j5mhqzuK1blTbz3gaJQhZnvQ0Sdowqb+Zrb96s2zZK09MhbdnUKGd8s148U5WU+Z/Rn6llQea3vZ75q7pt7pgqnEtu5t/1LjNO1fBwIvN68EG9613mtcNh01vWToxkb9sh88u3ZOa/9jXzYHW1yfzly9LP/ZwuPPHPqnvxm4nMv6abtUOnVO1cS2T+eb1Vj+qX9ff6QSlUooqqksTs9JWVr/fIrt6mqrh0YbJkQaFqbq6wPaq8DRK2QDwxIV2fK1HV9gaV3rRZm0uky5dD2rGzVs6ZbXrtpDTuNOsr8fdoPNSsztCwbo0fzZj5W+dfVZUT02z89czv2WMy/5d/mTbzjY1mX28zv3mz2Q7I/PJllflNm0xIr183O97XM1//ra979vO36ObQSVXF3cw/57zV3c+HShSvrFZpZYUqK82+ats2SeUL9/O2R9XsbGGLs+kaJJL289s3q3mD2TY2b66Vc3KnXnz19f288/06FrpV+0JDuiV+LCnzZzyZ31V6QtXxKc3Ov575e+6Rhoakv/mbjJm3d0qUlpo/RVMTmV+JJTP/1a+aD7qszGR+clJ63/t04c+PqPFbTyVlfmfopKrj3v38PcmZr6hWWXWFqqpMx4GtWyVVZM68ZHI/M+MOreOndHdIJGV+22Y115tto6mpSs65XXoxmpz594Ue183x4ymZ35rI/M6Sk6qLT2i6dIvJ/NSU9O//vem+dvBgIvfv+vkH1dRkXt9u97Y4u20bmV+JrDK/ebNpGJ2eNk/q7NSF//2sNn/rHxKZP65bdEvKfj5d5kurKhLzVWzdKqlmYea9vcXn581+zjtpmV+8w5R5r6O9ud+1pUYXLkiNjRXSpV0aH5/V1XmT+5emS3W5pETvc76se+LPqkZXVeXM6FqoRsd0i67Hy3VrPKoGZ0LToc0m8xMTUk+P9LGPpc38pk2mOB2Pu3el7txJ5ldi0cyvU+u2OCtJn/70p/XEE0/oQx/6kNrb2/UzP/MzWf3eYmPWokjZnez+/eaA9vGPmy4XNTXafvpFafaqztW/WTWXrqlWMcVLS/WV+R/U/9WP6LXQLk2qUS87d6iyPK7amnJt21GqS5dMS5m3Vu840nlnk+59uztOShDF2UuXklv3bHH2nnukO95Wr+eek2ocb2+vcjkb6nV+YqN26oROxm/SK6V36bfm71GZc12NJRe1M35MnXpCO0IntdM5Ied6qUqr51RWKpU5M9K/fr/0x39sPhA7u9frB7YX73lQp0+biR1sJxTJdOgMhcxnZG+juffewnxGa0lJSZrPzZv52VlzsrFpk+lR+OlP65b5eX2j6W2avjynHfNRVZfM6Gx8k07pHv2NfkRf1V69IpP5upoybdtZposXs8t8fb3J3fx84cZls7fDSO7dp9LCzNfX25+VyqndoPMltUmZ/835e1WpGTWWxHRL/Kg69IR2lJzSzrjJfLxKbuZ/6gHps581f4CUzD9/z4N65RXp1luTM19eTubzYcnMx+Mm83aWgT/5E90Sj+v5TffqwqVyT+Y365RuSmT+W7pLZaVSRUWpyirLtGWLKSxWVSWfLM7Ub1NFSAsu2ufmCluostvXggaJpg2a2bhBtTKd/YwSqaZWM+UbVTLrKK5SvVJ6l357/s0KaV4NJTHtjB9Xh/5MN5ecSGR+rrLEzfwP/4T0xS+aF8yQ+V27zMXKjRvmx2Q+P5bMvOOYYsqGDaZK8sd/rFskjW++U8dj9SbzIbOfP6kdSZlXSYkqqsq09aYyXbkiveENbm8pKf1+3luoer2tOzE5n5/seVQo5J7DpO7n6+psASEkp7JS50u3aafj7ud/Z/5NKgnNa0PosnbGj+un9ee6reTV1zNfpuuVpdpgM//udtPgXFWVMfO33GI6XtljEJnPjyUzL0m/+ZumunTTTdJ/+2+6JRTSxLZd+vbETu2Yj6oqNKNz8c066dnPv6Q7VVE6r5rqEm27uSJxPu/dx2fKvN0u7PlNIYqz3kkmt20z/6ZmvrrarktITlm5zpdufz3z21/P/H9QSWhedaErJvPOX+i20uPaOX9Czo0yTZdXKFxVrg2Vr3eP/I//UeruNi/myf3zxxv0yis/oZtvNsMt2AZCMp8fWWX+d37H7I927DDnNiUlur59q7594Y2vZ/76gv38S3qzKkrnVV1Voq07y3XpUkgtLUvv50tKTK5iMZP5ixdNbdhvmYqz3tzvqpJuvvn1H1yWnPIKnY9v0c7QKZ3UzTpefrv+zcyf6NbQUX2/81X9ZMlfaatzRht1Rdd1Q2fnmrS5cspk/tIl6bd+y0yEIqXN/M6dZlu0ZSAynx9pM7+OrevirCS9973v1Xvf+14988wz+tjHPpboFdve3p7oUev1zDPPMKzBahSPSx/4gLuz/eY3zS1RoZB0/bqeKn+PPnbpP2p2PqSNuqiJ+QZ9S3epUrNqDE1pR+i07t50XldvfpMuXS7RRz4i/dEfmQvQzZvNMXJmxtx6lDpOShAzXV68aA6ikulI83rHr8QYL488krLuJy7o/KlS1d9UqQ8+8kb1/851zVyrUG3ZjM7MbdWLzt2a07v1WecXdadeVpMmdDVep20zF/Thxs9r77+5S/rt305eCftZx+OmJ9d1JQodU1PJxY6qKnMgpt0jj1Iz/+yzpqjyeuZVX69vNf2gPnrhA7pVUTXFJzSpRr2ou9SgS3pDaVRvaTyrq7fcqUtXSvXhD2efeXsBMz9fuELV5ctu5r2FqsUzX6L6m6r1wV+/U/2/Na2Zqybzr87t0IvOWzSnd+szzi/qTucVNWpCl+MbdNP18/pw+L9r7y++UerrS16JDJnfsMFs+3ZiXYnM+yI18y+/bCaCtJnfuFEvNv2Afvn8Ly/I/AZd0xtKo7q7/pSmb71DF6+U6aabpGPHzIXJggaJ8+Zk0l7A2Ltrr1837X9zc8kXPX69Xbt9ee+QsBMtPPec6QWWWPczZ+ScPavzG2/XG+6o0KnnJxL7+QtzjXrBuVtz+gF9xvlF3eW8rEZN6FJ8o7bduKCPhh/T3p+9Rfov/yX5w0iT+aoqs58/d8489fVRUMi8H1Izf/y49Id/mJT5bzW9W+8/22My77iZr9IN7Sp5TW/ccFbx5jfo0rUy9fSY/fyJE0vv570TxdgeVYWYWdmeR5WXu5lffD8fUv32Wn2w9171//uLr+/n47o8X6tn4vdqTj+gx5xf0luclxKZ33JjUr31A9r73i3SwEBWmW9sdIuztmBH5n2Qmvlz56T/9J+SMv9Cw7vVceq3tUtHkzJfoxndUfo93b3hhK7terMuzVTo3/07k/lXX10682Vl7v5s7vV6ju297ad0DRKLZ16q316jD378PvXvj2nmSmUi82M28/olvWX+W2rUpC7Nb1TYuaLf2PI5cytxW5uZCM/r9c974sWKROYbGtzibI0ZBYXM+yE185cumUYJKZH5f97Ypn0nf1c79WpS5qt1Q28q/Z7urn1V13bdqUs3KnLaz0vmHPb0aXc/XwjeBgnvNpY29xfPaOZ0TOdr71L97TX64Navq/8rmzWjKt1cdV4vXb9Lz+pefTL+67pb31KDJjWhJpXOOfrD7X+ovbunpX/5L6Vf/MXklciQeZvtWjPaFZlHXq374qx133336b777kv8/8knn0wq1jY1NWl8fFzhcJgJwVaj1JOM//pfpa98Rbp4UU+VvFuPOH+kc/ENuhyvfn2w8DI5Mj2LwqFLqqwplXPHnTp/3FyQP/SQdPvtZtKVV14xO+WKCvOzD384eZwUewFz40bhDmoXL7o9Z22RyrJjvCTW/ehlVVy9pnvvkj78n7frXe+S/vJr0nNfrVPNtVe0bf6sJuINuqQ6OSrRs3qrSjWv7TqnM6W79MimH9aj7RVKOzTM6we2pmdNgXhmxrRy1tcn3xYzM2M+v0Jc2K0bqZn/5Cel//N/zBlPZaWe2tqhT33np3XNqdILultxlSgkR1JIV1Sr6Yqwyt98x7IynzqBQDzu/y0q3sxXVib34Moq8/8QNpmfflk7508pFq/Xtdcz/8zrmd+kSZ0rvUWPbGrXoz9elXXmd+40Q1lt3Oh+DmTeB6mZP3DANMKdP28yv61TB777r9NmfkZVmi2vVfXdd+j88ZDuvVf6tV+TfvVXs2+QsJm3vWeXGMJ+xS5fdjPv7S2e+eJlSucrb1f9jjr91u9Kf/iH2xOZ3zQ/qfPxTbqkpqTMN+iizpfs1CON/1OPdtZob7pRndJkfts2Uzyzw6BKZN4XqZn/jd8w4xKeOZPI/G9894OaTsm8o5Bm5ai8IqSqe+/Q8dczn8t+3tvwa3sR+v23dRy3AOq9K0jKcj8/Uq3nvlqrmulXVBe/qo26rBPanpT5el3W+ZIZPdLwRT36C3VZZ76pyWS9vNw9/pB5H6Rm/t/9O+kLXzCVptcz/2vf/RXNOJUL9vM3FNeNshpV3XOHzr9aknPmJbcgU8hClfcOiZwz/zdb9dzXalQz/Ypq49dUr0t6TTtez/y9KtW8anVNDSVX9UjpH+vR7vrMYz0++KDJ/F+abIfDZnjOUMgtzpJ5H6Rm/v/7/8xdW8ePJzL/yHd/Je1+/oYczZVVSm+9Q+dfK11W5u115Nxc4cbU9zZIeHvOSim5/+ZFXYjFVRG+Sfe+vU4f/rD0rnf9a/3l7lf13Leqtat2Qg03Yjrq3CJHIT2rexRXiUo1rx2lF/SIHtWjvxrW3n+RYcjKlMzX1Zle9vG4+7mQeeQTxdkM7r//ft1///2J/z/55JNyHEcTExP6gz/4A0UiEe3evVsbvUdJrB7Dw9Jttyl+Y06ffO7Dis3W6Naac3r5ys2qcq7rmkqk1w9uJ0M7Vemc1vlvXVH9jrrEBXm246R4L9rtBAJ+D1tsbz+Rkk/krKR1/59fV9OGG7rn3/9EYt0/8hHpkWMbdXy8WZtKT2nOKZcTN4f6Ejmq1g01lF9W4/fdruMnypYca8fbk2vXruSiRbpeaPDBl79s7r3csUPxcxf0yVc7dHW+StWls5qfn9U1VctRSFW6rvlQmY7euEnhZWbeO0aVLVT5vav09hZPbZCQss38hkTm406pnHhJUubDZVe0bfctOn6qIufM33KL+zMyXyBf/KK57W/7dsXPT+iTr3Xq8lyNakpvaG4+lMh8pW5oXqU6OrtD4W9dTWR+wYXvEo1w3nHZLl70vzjrzXxZWXKD14J1n6xVRW114uJl716T3UTmy05pVpVy5pP38/WlV7WzdZuOn6nKOfPeCyoyXyD/43+YyvjWrSbzJx7Qxbk6bSib1sxcWSLz5ZqToxIdnd2ZlPlc9vNScqGqEHcGXbliRumRFhaqpFz287dpU+kpXXE2SCmZ31hyRbvu26zj52pyynxNjdtAIpH5gjl40HQn3bTJZP7kPsXm6tRQflWXZqsSma/QrOIq1dG5nQq/dG3ZmbfnF4XKvOOkv0PCyj3z9dK8UjJ/Vbe+tV7HJ+rI/Gpw8KA5wWhoUPzCpD556n2KzdWpqeKKJm84nv38rNnPz92s8MvTy86892/sHW7AT94GCe/rW4n1/91/0MTVKjX96x9KWv+P/Jdb9MjPTerY5HZdDFXKXHab1JfIUX3oim67u1bHp+r1qT+U3vX92Wfee41B5pFvFGezlFqsfeaZZzQwMKCJiQmFQiHt2bMn6zFrETA7ds8HPmDGC/vRi9py9ZQqKkPS1ZDKFFeNMyOFpLmyKl1SWOeqynSf84w+/GNXtXfvjyQWlc04Kd4Zje1EXfaCxi/nz7tjXGYqECTW/d4fXvCzvXulR3/sb/TJgTo9W/lWXbm0QWWhOTnzjqp0XWUlcdVUxRW6cEGbN29bcqydjLdfLXIbDfLIk3k9+KCe/53/rVcO3Kqtm+O6dl4KxV/PvBzNl1bIKa3U1fky3Tf3nP7jj53LOfOpt7teuuR/cXZqyu1FmO5ETsot81cvbVBZaF7OfNzNfGVcoclJMr8apM38Lm3ZEtfMeUeKO6pxZjSvEqm0VPEMmc/2Aqa01Jy0T00VrkeVt7d4be3CRr/kdd+wYN1TM3/50gaVaU6ad1Sp6yormVdN5bxCsRiZXw3SZv4Wbdnq6NQFaW7e7OdnVaaS0pDmV7ifl5J7VBWiULVYg4SVy37+8uvnNpqLq0I3VFYyr9qqeYUuXdLmzTVkvtilzfzN2rJVujAVUtmcyfycShUqLclL5u25jOMU5jbmq1cXb5CQcsv8pUsbVB6akzM3pwrNmv18xZxCV69o8+Y6Ml/s0mZ+p7ZsDWnqYkhls/nfz3uvIwtRnHWc5Al+M10/lJRI9/7mT6b92d690qO/8M/6zT/eqq/pHpWUlyo+N68SZ15VuqFwxTWFpsu0eXM9mUdRIUbLdN999+mjH/2oPvGJT+jAgQNJQyKgiKUc1CYmpOtV9aqqLVUoNqX6mlmpukpNZTG1Vn5Ld26PqalJ2v+7dXriD45q79f7zDJykNqLsBAXMGfPut83NCxjAQcPau/X+/RnfxDV/v9kLurv3hFTS/lrpki1sVTVO5qkM6dVdfGMbtxY+iTV9uR661vNZ3DihPn33nvN4xlvo8LKpGRekibe+RO6XtugqokTaohPSOXlaqy8osi2U3pz9VG9ccukNm8t1f6HLywr82Vl7ph7hSpUnT/vfr+sHotpMz+lW8pPq6wkrtKaCtXtqCfzq8Fimb9wQhvmp6TyclWXzyqy9eSSmbcXMPffb/7NdAJuC0WF6lHlLVQtevFyb4Z1z7Cfb359Px+qrtKGHRvI/GqwWObPv6YNcybzFWXzunfz0pnPlrdQVYgJT1MbJHK+GE6T+bfcFNNbKr+r8pI5lVRXKryjlsyvBotm/lWFb5yVystVUz6ryJb8Zd57fuE97/CLN/Pe8fSzlibzd90U0z2V31FFyZxCVVVq2FFD5leDRTN/XA3Xz0jl5aoqm8vrft57HVmIzE9PuxOKpg5fk7XXc//xrvPavLVUd2yZ1Jtrjqu+8obKyhw1bpgj8yhK9JxdhkuXLi0YzuC2224LaG2Qk5RB1ZuapMqZi5q5Oq/azVt068ZZXZ+7qKryMkm7VHbyvOpry/W2t9Wr5N4HTXNGPJ7TS3rHv7QX7X7PdOktztrJA3Ly+udU8uCDetuzUr0uqnTqvLa3NGjT/LTKSuLSNvMmZk5OqaK2Wk1NGboreuRyGw3yJHUiAb2e+7K4Zpwq7dg0o821l1VRJmnbm7ThzBmVnDyrDbWl2vyzPyS95UzOmZcKf7vrmTPu98tqkMiQ+VtaGhSenlVl2YxKb9oqlThkvtgtkfmbmq5rY+U11VbOq/Sm21Wep8zb0wI7rIHfJibc4mym3uKLWmQ/XzdzQ+UlM6rYsUUqjZP5YrdE5rc0zqqqYlo1FfOq2Nki5Snz3tx5zzv8kk2DxKIyZL72tibdNX9dJaEZldy0TSplP1/0lsh8fWOp3lJ3WSUljkq2v0EVecp8oQtV3szX1LidPbKWMfOb9eb565Kuq2zHVql8nswXuyUyX9tQobfUXVYoJJXelL/9vHcs1UL0Fk+9Q2Il+/rN9/yQNvyPi6q6ela1NzeoflOd4mfPqaK0UtJ2Mo+iQ3E2B5cuXVJPT48+85nPaM42Y2J1SRlU/Z57pDu2x/Tcazer5o11Zmbp13/mONL5C3W696YJ3XPP6zttzwExF3V1ZkLZQvUi9B48UwdSz4rnc0r6jLbWqdw7a/nWbQs/oyVkexsN8iR1IgF5/qZzzap5Y50qFvub3ru8zBe6UHXunPv9sgblXyTzG8n86rJE5ne9aYm/6TIzbwtVjpM807BfvMWwZfUWXyTzG8j86pJF5sM+ZN5bqCrE7a6TkytskFgk82VkfnXJ4txm0b/pMjPv7fBQiP38YhP8ZoXMrx1FkPmpqWUtIifezFdVmUkWc/b6Z3VPPE3md2yRlOE6fwlkHn6j1p+FY8eO6UMf+pAaGho0ODgoxw7miVWvpET6yH/ZpfoddTp+3IztND9v/j1+XGbw9P+8a8WtYoWeQMBbnN2yZWXLKtRnhMIpxN+00IUqb2GAzCNVITMvFaZHlfc1lnWHhAeZX3sK8TdtbHS/L0SPqhXfIeFB5teeQvxNvY2/hTi3seOYSyufZJLMrz2F+Jt6O/kUorPFUpNa54LMY7Uhios4duyY9u3bp5aWFg0MDOj+++9XV1dX0KuFPCvEODL24BKPF6bV0fsay+o5m4KxdtYev/+m3ouIQtzums8GCYnMr0V+/029hapC9CLMZ3FWIvNrkd9/U2/uClGc9d4h4d3elovMrz1+/0295xeFGGfZe/60rN7iKcj82lOI83lbvCxEB6NYzO05m4/JhMk8VhOGNUjj2Wef1YEDBzQ8PCzHcdTR0aG+vj7ddttteuyxx/TYY48FvYrIM7/HkfEWqrwXF36xB8+yspW3tFuMtbP2+Pk39fZqKsRFu/ciKR/FWYnMr0V+/k0LPS5bPnuLW2R+7fHzb+pt/C1Eocqb+Xw0PEtkfi3y829qC1XxeOEn+F3WkE1pkPm1x8+/aV2duZ68caMwmfc2PK/0DgmLzGO1oDjr8eyzz6q3t1ejo6MLirJY+/wcR6bQhSpvcXZZY1RlwFg7a49ff9NC3/pnCwNlZfnpXWKR+bXHr7+pt1hU6Dsk8lWclcj8WuTX37SxUQqFzPA1hbjd1Y8GCYnMr0V+/U3r6sykXIUqznoLVflqkJDI/Frk1990wwa3OHv1qtnfh0JL/95yeRsk8nGHhEXmsRrQXiDpK1/5ivbs2aPW1laNjIzo4Ycf1vj4uB5//HEKs8iLQt7uev26NDNjvl/2LJfACnkvIgpRnLUT7ZF5BMW7ny9Eocq+Rmlp/u6QAHJhL9qlwkx26leDBJAtb+avXDGFKj95O3TkY/gaIFcbNpjzDMkMN3Dlir+v522QyFdvcWC1WNc9Z7/yla+ot7dXY2NjchxHXV1d6uvrU30+u10BKmyPKu9A6vnuRQhky3sR4XehytsgUVpKcRbBqK83+9y5ucL0qPLeIUHmEQR70T476/8Fu+TeIUGDBILiLVTNzkrT01JNjX+v523c3rrVv9cBMvE2SMzPm4a4fN6VmcpbnKURDuvNuuw5+2d/9me6/fbb1d7eriNHjuijH/2opqam9OlPf5rCLHxRyHHZLl50B1IvLTW3YAGFtnGjewHjd6HKm3kKVQiK96Ld716Es7PStWvmezKPoHgv2mdmTEOZn2xDH5lHUNIVqvxkM19Skt9bvIFs1da65zbz8/6f03OHBNazdVecfeKJJ9TR0aHJyUn19PRoampKn/jEJyjKwlf19e6g4373Irx40e05W1vrnkQCheS9gClEcdbbW9zPFn0gEztphmR6U9kGAz+kZp5CFYJgx9+U/C9Uzc0lN0hw2o4geDNfiLsk7DVDeTn7eQSjpMTtHV7I4iwNEliP1l1x9r3vfa8OHz6szs5OtbS0UJRFQXgv2gvRym6LApzIISjeXoTXrpnJM/zizXxtLbOvIhip47L5ua+ntziKgTfzfl+0X7rkNkiUltIIh2CUlUnV1eZ7vzM/P+8OF0LmESSbPb/PbSSGbML6ti4vYSORiD796U/r/vvv18c+9jF95jOfCXqVsMZ5L2D8nkBgasq9gKHtAUHxNkj4PYGAtxchJ3IISurtrn5etHuLsxUVUlWVf68FZOLNnt89Z2MxGiRQHGyhyu/Mexsk6C2OINn97fy8v3eAxuPu9QL7eaxH67I4a9122236xCc+kSjS/sEf/EHQq4Q1ynvRPjcnXb3q32udO+d+39Dg3+sAiylkjypvgwSTxCAoqbd4+12ctZnfsEEKhfx7LWAxdlx7v2/xTm2QsL0XgULzFmf9LFQxfA2Khffc+sIF/17n0iUa4bC+MRql3CLtxYsX9bGPfUybNm1SV1eXNrJHQJ6ku93Vr4m6vMXZTZv8eQ1gKYUsVNEggWKQOi5boXoR0psKQbLnMjRIYL2w+1zHkSYn/Xsdb4NEebl7fAEKrVDF2dRJrSnFYL2hOOtRX1+fKNL+3u/9HkVa5I33Fm97AbN9uz+v5T1oUpxFUEpLC1eo8hZnm5r8ex1gKd5b//wsVE1MuMPj0CCBINn8OU7yLNv55r1op0ECQfLuc8+f9+91vJmnQQJB8p5bT0z49zreRrjycsZZxvpDcTYNb5F2YGBAoVCIIi1WpLLS3IYn+X/R7i3Obt7s3+sASynUrX/0FkexsKcJc3P+Zv7sWfd7ZjNGkLw9qrz74nyjQQLFwrvP9bMXYSzGHBIoDt7ibKF6i9fVMcEv1h+Ks4uor6/XRz/6UUnS7//+72tyclKOnzM5YU0r1K1/tudKKEShCsHyFqr8zLz3RHHbNv9eB1iK9wLaz94l3t5a7OcRJG+h1M/MM3wNioW3OOtnb/HJSTNBkkRxFsHynmf4fYeEd/gaYL2hOJslW6Tt7+9XPUdILIONjd+3eNveWuXljNWDYHl7VPl50e5tkOCiHUHy5s/PHlXe7WnLFv9eB1hKoW539RZnuSsIQfLmz89ClfcOCYZsQpDq681wZUzwC/iLzuI56unp0aSf/fmxZtnibDzu38mc47gHzdJSWh0RrEJNIBCLmX/LyuhdgmAVqlBlT0O4QwJB8+bP7ov9QIMEikVDg3u7tZ/D13CHBIqFd2LrQk3wS4ME1iOKs0CBeAtVfk0gcOWKO1YPhSoEzXvrn1+FKsdxe6KTeQTNewHtZzuut0GCOyQQpMZGd6IiP4uz3u2Ji3YEqa7OLVT5WZxlDgkUiw0b3Imtr1xxx//ON4qzWO8ozgIFUohClXcgdS7aETTvxYRfhaqrV6UbN8z3ZWX0FkewvMMa+FWo8t4hwX4eQaurcy/aCzGePo1wCFqhClXe8yaKswiSt+fs3JzJvR9okMB6R3EWKJBCzHTpHUidQhWC5s28X4Wq1MxTqEKQ6uv9L1RNT0vXr5vvS0spVCFY3ot2v8bTT22QIPMIkjfzs7Nmn+wHhmxCsfA2SPg5dwoNEljvKM4CBVKImS5Te87W1fnzOkA2Nm50L2D8LM7azFOoQtAKMS4bDRIoJt6L9pkZt+Egn65fN8uWyDyCl1qo8nNfL5F5BM87lIefmecOCax3FGeBAqmvdycQ8KtQFYu5F+0bN7rjwAFB8F7A+NXK7s18RYVUXe3P6wDZ8N7ife2a23CQT6mNcNwhgSB5GyT86lHl3c+TeQTNW6iam/Mn8zRIoJh4z21okAD8Q3EWKBBvocrPg5q9aOeghqB5L9qvXpXi8fy/hjfzGzbQIIFgFaJQldpzlt4lCFIhehGmNkiQeQSpEIWq1LuCOKdHkEIhqbbWfO9ng4QdIoQ74bBeUZwFCsTb0u7XBAKTk24BzDsBGRAE7wWMXydz3kJVOJz/5QO5KHShqqbGfT0gCKkNEn5lnp6zKBZlZe5dOoXKPMVZBM3ud+fn3R6u+XTpEpNaAxRngQLZuDG5UHX1av5f49w593vvZExAEArRi9DbINHQkP/lA7kodKGKixcErbxcqqoy3/vZW9xetFdVmSFsgCDZfW+heouzr0fQbAcIGuEA/1CcBQqkEIWqCxfc770TkAFB8E4I5tfJ3Nmz7vf0FkfQamv9n9F4asq9aKdBAsXATj46N+f/RTu3uqIYFKI4azNfVSVVVub/NYBceO9Om5jI//IZvgagOAsUTOot3n7cEuItzm7enP/lA7lILVT5cQFD5lFMSkrccdn8uvXPm3kaJFAM7EW0X/t5b4MEw9egGNgcOo65gyffYjHmkEBx8Z5veM9D8oUJfgGKs0DBpI5F6FePKsn0VuQCBkFLLVT5cdHubb2nOItiYC+k/Rpn2Tt8DXdIoBh4C1X2PCSfvIUAeoujGBSyUMX5PIqBN/N+NEgwwS9AcRYomIoK97YkvwpVsZj5l/GpUCy8t/752SBRUsIFDIqDtxehHz1naZBAsfHue/0oVJ0/735P5lEM/C5UTUy4EwdzhwSKgXcuE7+KszRIYL2jOAsUkHemy3wXZ72TjFGcRbHw9iL0o1DlbZBgfCoUA7/HZbMXRSUl9CJEcfC7FyHD16DYeAtVfuznvQ0S3CGBYlBf784jYc+988k7wS8NElivKM4CBeRnL0Lv7SClpRRnURz8LFR5bxunQQLFwntR4cdFu+0tTuZRLLwFUz96VHkbJLhoRzEIh00eJX8anuktjmLjndjaj7s/vUM2sZ/HekVxFiggW6iKx/M/Lpv3dhAu2lEs/CxUXb5M5lF8/OxRFY/TIIHi09Dgjg/o9x0SZB7FwDuPhB+Ztw0SoRCFKhQHb+avXHGH3cgX7x0SW7bkd9nAakFxFigg7y2o+b71z9tzlgsYFAvv7Xj5LlSReRQj734+341wly+TeRSfujr3oj3ft7s6jlv84q4gFAtvL8LLl/NfqOIOCRQbb+bn5kyBNp9okAAozgIF5WcvQnrOohh5M09vcawHGzf616OK4WtQjFILVfl05QoNEig+3szPzkrT0/lbtrdBgsyjWHh7zvoxd4q3QYI5JLBeUZwFCsjbi9CPQpW9gKmsNF9A0DZu9G8CgVgs+aLdTrgHBMlbnM33xUssRoMEio/3ov36dfOVL6n7eTKPYuBnoerKFVPwlcg8ikddnXs+n++5U2iQAAyKs0AB1de7Ewjku1Dl7UVYX++O/wYEyXsBk+9ClTfz1dU0SKA4eC9grl1zC0v5wFAeKEapt7vmc1/PHRIoRqmFKjKPtS61QSKfdwZdu+Y26pF5rGcUZ4EC8nMCAe9Fu3fMQyBI3ov2q1fdC4588GaeW6BQLLyZ9/OivbzcFAiAoHnHnM13jyoaJFCMvOfzfjRIMHwNik1tbXLm872ft+c2ZB7rGcVZoIC8FzD5nkBgYsJdHgOpo1h4M5/vCQS8t3iHw/lbLrASqb1L/CpUbdjg3okBBKlQDRJlZTRIoDj43SDhbYSjUIViEAq5+18/9vM0wgEUZ4GCSr317+rV/C373Dn3e+/YtkCQUi/a83kBc+ECDRIoPoUqVNEggWLhZ4OEd8xZ77YFBKm0VKqpMd/7WagqLWU8fRQPWzT1Yz/PUB6AVBb0CgDrxec/L506tfCiva5OOnhQiselhx5a/vInJtzvm5pWsqZAfnz+8ybj3sxfvCjt3JmfzJ8/735PgwSKwec/b8ZNSzdRTD4yPzXlXsDQIIFi8PnPmx7cVVXm/3Nz7rBN+cg8DRIoNjbztmia7/28N/PeHrpAUGzm7T7YO+ZsvjLPBL8APWeBgikpkf73/zaDnkvuydzBg9LnPrfy21MnJ82/ZWWMv4niUFIiDQ25PcRtS3u+Mu9tkKA4i2JQUiJ96Utuj5J87+cvXHC/pxEOxaCkxGTbe26Tz/28t0GC8fRRDGzmbUE23/t5b6GKBgkUA5t5b6eIiYn8Zp4JfgF6zgIF8+CDZrzNj37U/H9uTvryl6V/+AfpAx8wP8+Vbcn8hV8wt4RI7u0g+WjJBFbiwQfNsAO//Mvm3/l56YknpMOHV575Bx9c2CBB5hE0m+lHHjH7+IoK6a/+Snrppfxk3luc3byZzCN4NtMf/rB044YZl/Bv/1Y6diz/mW9qIvMIns10b6/JfEWF9JWvmHOS5WZecnPvvcXbNkiQewTJZvo3fsPN/Ne+Jv3jP+Yn8zMzCxskyDzWI4qza1h7e7sikYj27dunSCSiaDSqgYEBxWIxDQwMBL1669Iv/ZL0e78nnT1rvv74j6U77pD+6Z+k558341dVV5t/7Vd1dfrHamrM7bNf+pI0O2sObJIpVD39tDQ2Zg6YQJDe/37pd35HOn7cXGR/7nPSnXdK3/iG9NxzCzPtzXq63M/MmEYNKblB4pln3AIYEKQHH5R+//elV14xvf6+/GU3888+m/3+3X7ZzDtOcoPEyy9LIyNkHsF78EHpscfMucyNG9Jf/IXJ/Ne/bjKf7f7dm/kvfclk3lucPXHCnCuReQTtwQfNfnlkxGT+ySelu+4yBatnnkmf+aXO8efnpS98wfzfsg0Sn/scuUewHnxQ+r//VxoeNpl/+mnpLW+RvvpV6ciRpXOe7nx/bk760z+VtmxJbpAg81ivKM6uYZOTk+rv71d/f3/isba2No2MjAS4VutbRYW0Y4cpzNqehPYie7nOnjW9ce14bzMzpgX/1399+S2ZQD698Y2mOBuPm6+yMlO4Wq6zZ6Vf+zV3Mo7r16WnnpL+3b8j8ygO99xjMu44JvPl5fnJvB2yZnbW9EDfv5/Mozi87W2mOCuZzFdUSN/+9vKXd+6cybwdW3luzhRmf+M3yDyKw7vfbYqzktnXV1RI3/nOypZ59qx08qR758XJk9KLL66sdyKQL+95j7kDznHczH/3uytb5tmzpkFjdtYsz3bkIPNYjyjOrmHNzc3at2+fnn76aTU3N6u9vV1tbW1Br9a6ZwuyjmMmSrpwYWXjZW7bZv49ftwc2MrLpfe+lwMaise1ayaX8/Pm9qWJiZWNl2kz/+qrpvW+rEz6V/+KzKN4TE66mS8rM/9vajL7/eWwmX/tNdMYUVoq/fAPk3kUj1dfNRfWc3Mmn/nK/IkTptG5pET6wR8k8ygeL79sxsacnTWZn5oyjQnLzbwkbd1q8v7aa2a5L7xAgwSKxzPPmMzfuOEOwdHYaBrklmvrVpP1Y8fMcsfHpd/+bTKP9Yni7BrW2Nionp6eoFcDHgcPmlbwW2+Vdu2SfvZnTevg+98vPfCAKWLZr+np5H9Tv7f/n56W3vAGcwEzP28ujn7+54N+p4Bx8KA50dq1y1xs/+zPSv/zf5oxpDo7M2d6qW3h9tvNLYUlJSbz73tf0O8UMA4eNL1kbeZ/+qel//W/kvfz6fbrS20Lt99uJtizvUt+8ieDfqeAcfCgGb7glltM5tvbTY/C979f2rcv9/279/uhIXPBXlkp/eiPBv1OAePgQemf/1m6+WaT+Xe9ywxp8P73m/ORXPfv3udUV5trhfJys6+nSIVicPCguUtt506T+fvuM8XaBx80mV8s00ttCw0NpoGvrIzMY32jOAsUiB0/5+67zcX19eumUCW5M10u92B08KCZgOPyZdNi/3/+j/Rv/23+1h1YDpv53bvd8WF/8ifNRfbnPmcmjnnwweX1oj14UBodNct1HJP/u+7K59oDubOZf/vbpTNnzGM/+qNmggtv5pe77H/8R3O7t+OYi6T3vCdvqw4si838D/yAe3vrD/6guYD3Zt4OT5Drsr/6Ven0aZP5f/on09gBBMlm/od+yIydL5ni7BvfmJx5O5lXrnp6zBjloZD5OniQYhWCZTP/Ez9hsilJ3/d90r33JmfeTuaVq//4H6W/+zsyD1CcXQfGxsZ0+PBh7d69W5FIJOjVWbficTN+ziuvmELS3JyZLMP2cl3uLSH2gPnGN5plnjkjHTok1dVxYEOwbObPnjWZnJuTvvnN/GX+zW+Wrl41mX/iCVPkJfMIks38tWvSZz5jMn/4cP4yH4mYQtWZM6YR7rbbyDyCZTNfU2MmIp2bM71ou7vdny+Hzfw73mHuvjhzxjTIcdGOoNnM79hhGg/m5sy4sB/5iPvz5Tp40Ozbt20zX3v2mO1AIvcIjs38XXe517AvvST91m+5P1+ugwfN3UU2829+M5nH+lUS9ArAP5OTk+rt7dXk5KS6uro0OTmp1tZWRaPRrH7/9OnT2rlz55Jfn/rUp3x+J2vDQw+ZC+k//3NzQPv2t82B7md+xjz+0EO5L9NevLz//WZCsKkpU6D6wAfM4wcP5vlNADmwmf/TP3Uz/yu/kr/M19aazNfWSh/8IJlH8GzmP/tZN/O9vfnL/MaNbubtsDhkHkGymf/DP3Qz/7u/m7/MNzS4me/oIPMIns387/yOm/lPfWplmZfc3L/tbe75zd13m+2A3CNINvO9vW7mP/3p/GX+3e92M//mN5N5rF/0nF3D2tvb1dXVlfh/W1ub9u3bp/b2do2Pjy/5+/F4XCdPnlzyeZcuXVrReq4XTz0lPfKI6UVYVmaGMaipMbdEPfKI9Oij0t69uS0zHpfe+U5T8P37vzctmeXl5v/vfOfKWjKBlbKZP3nSzXx1df4y/5WvuBNx/OVfknkEz2b+9Gk381VV+cv8P/6jGZ8tFDK9CMk8gpbu3KayMn+Z/+pXzR0SoZCZPJXMI2g28+fPu5mvqFhZ5iU393/5l6a3uONIv/mb0lvfSu4RLJv5iQk38+Xl+cv83/yNmWDPcaT+fjOeLZnHekTP2TXMW5i12traFI1GNTw8vOTvl5SUaMeOHUt+bdy40Y/VX1PicemTnzTjY27ebIpJoZA5mdu1S7p40bS653oQammR/vqvzS2EoZC5ILIXRX/91+bnQBC8md+2zc18SYkZizAWW3nmbRGAzKMYeDO/fbub+fLy/O3nS0tN3svLzW20ZB5B8mZ+504386GQueU7H/v58nKT+bIyc/FO5hEkb+ZvuSX53GYl+3nJzf2JEybvlZVSfT3nNwiWN/O33upmvrQ0f5k/dszN/MaNZB7rFz1ni1RLS4smJyezfn5jY6NGRkbU3Ny86PPsz0dGRtTR0bHoc7dv364TJ05kvQ7I7PnnzVizW7aYsQitY8fMwS0eNwOhP/SQOfBVV5vbO2pqzPc1NQu/qqqk3/s9cwvILbeYg6Nknr9rl3T8uDlYvutd5qQRKCRv5mdn3cdPnTJf8/PS//t/5lamLVtMnquqTH7t96n/r6iQ/ut/Nb0St293M19VReYRPG/mvRcpZ89Kk5PmsX/4B+lDH5Kam919e3V18vfefysrpU98wuznb7vN3E7oLfiSeQTJm/nSUvfxyUnzNT9vxid8z3ukm24y5zXer5oaMz5+TY37WHW19P/7/0kXLphzm6NH3ULAbbeReQTLm/nycvfxWMx8xePmroYf/3HTQJG6f8+0v6+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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_final)}{(nux - nux_final).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_final)}{(nuy - nuy_final).abs().item():.4f}'\n", " rf'\\quad C={c_final.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 161, "id": "1cee13e4-4fb3-46d3-bba5-553bc79c8ffa", "metadata": {}, "outputs": [], "source": [ "# Perform correction using all local knobs (all sections) without feed forward" ] }, { "cell_type": "code", "execution_count": 162, "id": "8524d01a-f658-40ad-827b-ff08a397f674", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Marker': 12}" ] }, "execution_count": 162, "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", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Insert correctors\n", "\n", "for name, *_ in ring.layout():\n", " if name.startswith('CH'):\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 163, "id": "18e1776a-bb72-488e-b44d-1bf2c7b5aa76", "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": 164, "id": "bda94aff-30e6-46c0-a682-1feac4a51c43", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Matrix': 1,\n", " 'Marker': 6}" ] }, "execution_count": 164, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert IDs into the existing lattice\n", "\n", "# List of ID markers\n", "\n", "sections = ['S01', 'S03', 'S05', 'S07', 'S09', 'S11']\n", "\n", "names = [f'MLL_{section}' for section in sections]\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "for name in names:\n", " error.insert(ID, name, position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 165, "id": "79a5ddd1-cf92-4a68-b037-7fb7ec76979e", "metadata": {}, "outputs": [], "source": [ "# Local knobs\n", "\n", "# Normal quadrupole correctors\n", "\n", "sections = ['S01', 'S02', 'S03', 'S04', 'S05', 'S06', 'S07', 'S08', 'S09', 'S10', 'S11', 'S12']\n", "\n", "nkn = []\n", "for section in sections:\n", " nkn.extend([f'OCT_{section}_02', f'QF_{section}_02', f'QD_{section}_02', f'QD_{section}_03', f'QF_{section}_03', f'OCT_{section}_03'])\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = []\n", "for section in sections:\n", " nks.extend([f'SD_{section}_05', f'SH_{section}_02', f'SH_{section}_03', f'SD_{section}_06'])" ] }, { "cell_type": "code", "execution_count": 166, "id": "b39fb617-cef0-44ff-8cf3-42b955240c6d", "metadata": {}, "outputs": [], "source": [ "# Define knobs to magnets mixing matrices\n", "\n", "Sn = torch.tensor([[1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]], dtype=dtype)\n", "Sn = torch.block_diag(*[Sn]*len(sections))\n", "\n", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)\n", "Ss = torch.block_diag(*[Ss]*len(sections))" ] }, { "cell_type": "code", "execution_count": 167, "id": "e7047e9e-4a4d-45e1-b40b-6adc21bbb5c7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([16128])\n", "torch.Size([16128, 60])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(ring, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()\n", "\n", "\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 168, "id": "7959665f-3af4-4cc9-92ad-fb61d3fa9d3c", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(error, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def knobs_split(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " return kn, ks\n", "\n", "def knobs_build(knobs):\n", " kn, ks = knobs_split(knobs)\n", " return (nkn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(error, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 169, "id": "949385e9-4cae-42ab-b7e8-c9cbd13b09f3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0264, dtype=torch.float64)\n", "tensor(39445.1029, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 170, "id": "fa9a2aaa-c1c5-4618-9ab5-178bbc07db83", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(39445.1029, dtype=torch.float64)\n", "tensor(4257.8708, dtype=torch.float64)\n", "tensor(1169.5550, dtype=torch.float64)\n", "tensor(307.0103, dtype=torch.float64)\n", "tensor(92.6265, dtype=torch.float64)\n", "tensor(42.9823, dtype=torch.float64)\n", "tensor(33.3607, dtype=torch.float64)\n", "tensor(31.9227, dtype=torch.float64)\n", "tensor(31.7659, dtype=torch.float64)\n", "tensor(31.7586, dtype=torch.float64)\n", "tensor(31.7612, dtype=torch.float64)\n", "tensor(31.7624, dtype=torch.float64)\n", "tensor(31.7628, dtype=torch.float64)\n", "tensor(31.7630, dtype=torch.float64)\n", "tensor(31.7630, dtype=torch.float64)\n", "tensor(31.7630, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\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", "# ORM matrix block weights\n", "\n", "nx, ny = 168, 168\n", "mx, my = 24, 24\n", "\n", "wxx, wxy, wyx, wyy = 16.0, 1.0, 1.0, 16.0\n", "\n", "W = torch.empty((nx + ny, mx + my), dtype=dtype)\n", "W[:nx, :mx] = wxx\n", "W[:nx, mx:] = wxy\n", "W[nx:, :mx] = wyx\n", "W[nx:, mx:] = wyy\n", "\n", "weights = W.reshape(-1)\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((3*len(sections) + 2*len(sections))*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(16):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 171, "id": "35440981-ba8d-49db-919b-bce32b53e78c", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\n", "\n", "error.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " error[name].kn = (error[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " error[name].ks = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 172, "id": "b1f7a4ae-6d7b-4a00-acb3-768b62fa1bb0", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_final, nuy_final = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 173, "id": "b6fd2215-323e-4a53-807a-53fd91706535", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 174, "id": "ff4956bb-d8f7-4791-b815-71525352033e", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 175, "id": "0bd4fb36-db01-4ec4-b39b-df19c0ef25a5", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 176, "id": "5ee10df8-76fc-47bf-8e82-60fb1d742cd5", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_final = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 177, "id": "f3b54a3d-0d88-41e0-83f3-114d7c8c7f62", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, dtype=torch.float64)\n", "\n", "tensor(0.0029, dtype=torch.float64)\n", "tensor(0.0029, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()\n", "\n", "print((nux - nux_final).abs())\n", "print((nuy - nuy_final).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 178, "id": "020bf197-b984-4550-ac8e-b54ea606ce30", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(2.5678e-05, dtype=torch.float64)\n", "tensor(7.3972e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_result)\n", "print(c_final)" ] }, { "cell_type": "code", "execution_count": 179, "id": "8a7775d5-dce8-4f87-8113-1b2ff8b03cc9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_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": 180, "id": "f515de7e-0ef5-4e2b-872c-237e20cc72fe", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.8904, dtype=torch.float64)\n", "tensor(1.5154, 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_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": 181, "id": "d13a80e5-fb9e-4b1b-9fae-897a2be6daab", "metadata": {}, "outputs": [ { "data": { "image/png": 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1a6jszJ92mmyYceiQvPehQ9aEytRIAQk789GonG/LFvj1rzPMz1RNNPP2OoTLlgnfS5bArl2yAVFfnzhtJ1M7dkhgBKSf93otZ21NzdBVGqn9/HDMa5oEWLZskY2WMszPTE0086GQ2M0ACxeCxyNJF889Z9UXn+wSNrW1FrerVknw+/nn5e+aGilhZtdI/TxY7fLAA/LZbrxRsm3N9slwP7M00czbg3BFRfKzbJmwZq7MmewSNp2dUgYQhPfVqyU7FuT9V61KPn6kfh6S+/rGRrjuOnj00QzzI2jCrNdFixaxKNUYzSijjDIaSfZOe88eqcNXXz9+52Oqo8rrhaoqcY4ePChOI49ngi5+GNkn7aeeKrt519XJspC6uuRs3u7uoTV5UqOOGzbIhOhLX5JzzJ0Ln/98ZkCbqbIzf+CA1Oo7cmT8zke7A3b5cglGLFsmztHOzvTO0YmWPSCxZo04Esz6mgcOJL+/pg013tIxr+tSBiQWk5qGN9+cYX6mys58Q4P0i62t43c+pvbzIOwfOSLOzbo6cVxNpuyrwE47Ta7JnMDs339052w65kE4D4WgsBC+9rUM8zNVduaPHJFJbnu77Dx/rMwvXy6/ly0T56z5/9NPP/brHkn2fv6006wVQjA65+xwzH/1q1JvPzcXvvWtDPMzVXbm29qk5nxbGzz00PiYNx1SYDFvOmdhauqLp/bzc+daf+/fLzVm7Toa8yDt8Pe/w09+AvfeK+2UcVLNTNmZ7+oSHlta4OGHx3dPDx+WwAMkM//YY/J4KuqLpzK/dKn1d7rVcKNl/plnpLzTL34h5/zoRzPMD6MJc85effXV3HvvvRN1uowyyuh40YYNMpn+2c/g7rvFULnuuvF12vY6hPZJe12dOHsOHLCW4k2GenqswWvJEtnhdelSeOIJea6mJtk5mzphh/QD2/nni2PWMMShmxnQZrY2bJBJy3e/C3fcIdkXN9xwbMxDsjFnOkf37oVzzz32ax5O0aiVPVVcLMap3TG2f7/UfjbV2Tl0OWK6nWnf+lbJKjGZ//CHJ/zSM5pCbdgg2X1f/ar0z8cSZBqO+aeflsf79k2uc9YwrAmM1ytjip3pmhoJNJqKRMT5ZFe6fv6KK+D66+VcPT3wwQ9O9JVnNJXasAHCYXG4G8axBZmGY97+/8l2zprMK4oEWOyrftJN2o8WkABpi5tusurtv/vdE3e9GU29NmwQW/ULX5DfRUXS54+H+XRBuNRSZZNdXzzVUWWvt5luifdomAdwueR71N8v7ZSx6WeuzHv3xS/KWH8sQabR9POTLTvza9ZIgpPTKYkV6crzjZb5nBxhPhSSeUOG+WE1YYUevvCFL7B69WpOP/107r//frZu3Up9fX3an4wyyiijJFVXW+UHYrHxddqxmCxBAqn/l5Ulj6ey7mzqUlcY6qiyKzXiCOkdVQ89JG2jKFLe4O67j/lSM3qdZWa5Gsb4DZXUOoTl5da5TU22Mbdzp1Xn+fTT5TONFGlPx3w6Y+5Xv7KYj0Rk842MZrZWr7aYj0TGb5zb6xBWV8tjez8/2czbayyfcopMtO2bTab286mlayB9P3/ffRbz8Tj84AcTdskZvU467zy5pxPFPCQHntP9fzKUWmM5N1cCcWaZptR+Phi0MsBMDdfPa5rVL9g3kMxoZuqNb7SSCSaKeXu2eLr/T4ZSayzPmwcFBVbd2/37k4NyhnH0Jd6mdu+2+vqenuHrlmY0M/Se9wgvk8F8VZW14nOymbcHnn0+OPFEsW8WLpTnDh2y7H1To3XOvvaaxXx3d4b5ETRhztne3l56enrYsmULV199NWvWrKG6unrIz+Kp2C09o4wympxC5ZOlv//d6rSj0fF12gcPWnUI7ZOWqXTOpkbZIXnSPh5H1caN8Oc/i+PtlFPk9913Zwa2dJpJzD/66LEz396eXIfQ3DV+KiftqVF2kEmM1yuPU5kfTbb4xo3w+98nM3/ffRnm02kmMf+HP1jMx2Lju5/p6hCCVV8cpjYIZ2Yr5uRYwZEDB5In7aNlfuPGZOZ//esM8+k0k5j/zW+Onfl0dQjBqi8Or0/g2eGwynfYl+PC6G2b++9PZv73v88wn04zifkHHjh25sGyXdxucVCBVV8crPrikyV7jeXTTrPGFzPhIhCQJeymBgaSS31AekfVxo0S4DO5r65Ov2HS8a6ZxPzdd1vMa9r472W6bHGHw5pHmvXFJ0sHD1pzitWrrdr95vsbhpUEZf6dbt+U1NVxGzfK99lkfv78DPMjaMKcs1/84hf55z//iWEYrFu3btifiy++eKLeMqOMMhpJM2WHxI0bpcC+2Wmfccb4Ou10mSUgho85wEymo8oecfR4YMUKeZyVJZMoGLqT99EmMOa9uvhia+JfXi716zID21DNJOb/9S+L+VWrJpb5khIpqQGTv6txOuesoljGXEtL8pLu0TL/pjclM5+ZwKTXTGL+H/+wmB9vH5auDiFY9cXBqi8+WUqtvWnKnLSHw+KsMjVa5t/xjmTmMxOY9JpJzP/1r8fuhElXhxCSyzeZ9cUnS+kCz5C8SsK+zHu0zL/3vcnMl5ZmmE+nmcT8ww8fuxOmv19qNYPYEvYNHs3vQDRqbVw0GbIzby8ZMtxquOGCcHb7a+NGcV6XlVncx+Nw5ZUZ7lM1k5j/7W8t5sfbh8XjVh9aUSGBCFP2fn8yA3HD2TbDrYbr6ZHrtsswJFBhyrxfFRUW84YhZZsyzKfVhNWc/ec//0lBQQEHDx4kLy9vok6bUUYZjVf2QuXm3/YdJKdDvRfzeqqqrIF2xQpxRqbbAXMkpYs4gizJqK6W/zc2yiTHzDaZSB06ZE1IVq60lvuBGHOHD0sU3r6Tdzpjzr4MStflXvl8yZkriiLPp24mdrxrJjG/bJlkAYIYPm9729iZT7cECoSP5cvhpZdkktPcbGWbTKTS1Vg2tXSplDwAOebUU+Xx0bIITebnzoVnn01+/sorM8ynaiYxf/LJlgNp4UKpRTxR/TxMTX3xdDWWTS1dCps2yeP9+8UxAaPv5086SRzY9uevuCLDfKpmEvNr1siYD9IHv/GNx8a8vZ83/57s+uLpaiybsjuq7DuJj+SoUhSL+fPOk93qTbndcNllGeZTNZOYP/tsyzYpKoIPfGDimTfri+/dm7w6bSJlOqrMGsumUh1VF1wgj9Mxr+viqDIdbbouAYmHH7aO6e+XNlPVDPd2zSTmL7zQmqOVlsKHPjR25uvrraByOuZNTWZ98XQrJGBsAQkQ+8bO/JVXSgkbU5om9mBmHptWE+ac7erq4n3ve1/GMZtRRiDLLVQ1fae8caN0RlddNfnXsWEDbNkC//VfcOutsgP0dBnUwDLQH3nEWqoRCFjXN5ZO216HMNVYW77cyiDct0+Wa0y0houygxhz//qXPK6pGdk5a3dUmYyYg7yppibZCMGMQk4HTSfmd+8W5n/wAzGUpiPzTz9tLc8+VuYhvTH30kvWcZPhnB3OkIOhxpw5uTlaRpXJyF/+knxMfz+cddbQz/l6ajoxf/CgMP/d78q9no7Mb9liOWcHBiae+WXL4PHH5fG+fZPjnLXXWLYvdYWhjqp16+TxcMybjiqTkX//O/mYeFwmMGedNWGXf8yaTsw3Ncmmct/6ljjCpyPzdXWWc3YymE+dtE+GczZdjWVTdkeVfdKejnlNk+C4328xYgY67KqulpUT00XTifn2dtls62tfk6SG6bTjucl8T4/FbDhsbWw4FuZHCsKllip761vHdbkjKl2NZVOp/bypdMyD9PWmo+qqq6Q/sDtnQWyp6XIfYXox39sLX/oS/L//J0Hdj31s+rSVyTwk28PvfKf0k5PVz0+GIhHYtk0emzWWTdn3hRkt82Zw+qqrxH63O2dB2utTn5qwy59NmrCc8HXr1tFlDt4ZZXS8a7osx2hpkcmkpknW6HCD7eulq66C970vuYaOuRxiw4bRD/7hsLW8yV6H0NRU1J21Lwcxl3ebOpox5/NZWYfpalTZl4iY2rJlXJc5aZouzPf3S60wTZNlcYYx/Zg3J1mmxsP8cHUITU2FMTeSc3Y0y10rKuR3T8/Q0gvpmLe/33TQdGE+ErH6+ba28W+qOFmaKOYhfR1CU1PB/HDLu2H4ft7+uc0giaZZmfOmMsyPXrou/V8sJg7/UGhmMG+OR+NhHpL7VZj6fj418LxwoQTE4ejMw1D7JsP86GUY4tiLRqUd+/unP/NgBZ/Hy3yqo8peX/z1sG1KSsBMRLNvCma3bTLMT5w6O2WO198vtuJMYN4MxE0U83PnSlALJm8OO1yNZZAVE+Yqobo6qzzfbOrnp5Em7Nv1wx/+kCeffJL7779/ok6ZUUYzVxs2SDTtzjtlufJjj70+yzF+8xvJLjGNh+m4Q2K6QW2sGq4OoanJnsDEYrB1qzwuLLR2tjR1NOdscbFl7KXb3TVdm9idBNNBJvN33y21Ex96SCKlU838738vGQ9mVlpX1/RjPhBI3jxlPMw3NaWvQ2hqsgMShmEFJOw1lk0tWGBlWKVbBpWdbWV+R6NDa4TOBGPOZP7ee+Fd75LNbV4P5h97DHbtmt7MG0Z65+xYNFIdQpia+uLpaiybKiy0giT2Mck+aa+uth6PZgIzXfv5+++X5bl33CG8TzXzzzwDL788vZmHZOYNY6hD/mhKrUNoz+CDqakvPlwdQpA+3gyS2JflDsd8qn0zXD8/mXXSxyqT+QcekDIjt94q/E8181u3whNPTP8dz9vakv8eT19v9t9ZWVYGnqmpqC8+UhBOUSybvqfHWg1yLP38jh2TWyd9rDKZ/+UvxcH4ve+JbT/VzB88KDb9TOrnYXzMm3a6nS9TqfXFh8tYPRaNtPoTrGvSNHHQwrH18wcPWisyMkrShDln77nnHgoLC7n66qspKiri9NNP5w1veMOQnze+8Y0T9ZYZZTS9tWGDGBHPPCM1l370I6m7MlWDWnOzDKQtLVah8mXLpl8B7okY1IbbGMlUZaW1e/xkTNp37Rp+qSvIhKq0VB6bk/Zg0Jqo2Z2zkchQIy0QsB6bEestW6bXBAaE7fx8WbL/iU9IWYGpZL63F26/PZn5qqrjk/n8fNl0AsQ5OtF1nUaqsQziJEvdydsw0gckYGRjzmR+uk1gQNiuqIB//hOuv17KCkwl85EI3HJLMvNz5kw/5nt7rawMEIe8/e/RaKQ6hCDMmSVtGhuT+82J0Eg1lk2ZE5j+fmhtlccm8/n5yRnuqZP2dP18ff3kbvQ0Hm3YIAHIxx+Hm2+G73xnapnXdVnWbWe+qGj6Ma/rQyfRY+3rR6pDCFZ9cbDqi0+kRqqxbMrM5jUMaym4+bkVJTlYPZKjymS+p8c6z3TRhg1SJuVvf4NvfENKaUwl84Yh5QzszOflicN4OjEPx27f2J1P9ixZu0zmzfriEynDsALBHk/68jjpanDaP7e9tNpo+vlYTOyb6aQNG2Q+88gjYmN8+9tTyzzADTckM5+bC/fdN/uYj0atPm/BAllNmarJ3hTMdM6m1lg2lW5TMPv4NhLz6fp5mH4rQKeJJsw5+/DDD3Pw4EEMw6C7u5vNmzfz5JNPpv3JKKPjQr/7nQy2waD87N0Ljz5qbRgy2br+eskyKiuT5RDd3RLR3rAh/SRG1yUy/9RT8nuqinRPZMQR0juqVNUaWFpb02enHotGirKbMt8/FJKsR/vntme/wMgDmzlo9vZCbe24L3lS9Ne/wiuvWMzX1Ewt8zfcIE5DO/MdHZLtMp2ZNx2XY9FIS6BSnw+HrbqHE6WjRdnBmsAYhrDa12c55FKds6NhXtOm3wTmySelVqjJ/MGD8Oc/Tx3zN90kbWtnvrcXLr98ejMPY3eeHq2fT33enrE9EbJnbqdmzZpKXSWh65Zztbg4uZ8fKSBhnxxNtwnMM89IBp/JfEODTOCnivmbb5aAqJ35WAze8pbpxXx399D3Gqt9M5Z+PvX4idBINZZNpVsZZH7fCwvlx9RomZ9uqySefVYcsybzhw/DH/4wdcx/61sy5tqZdzjgooumF/OaJtdm11iZP1oQDiZ3ZZA9ILZqVXKNZVPpyjaZzDudyUGMmcr8pk3wpz9ZzDc3y7x2qpj/0Y/ke2dn3ueDc86ZXszDsc9ja2tllQS8Pv18d7c1n0ytsWxqLAGJVObttt50Zn6aaMI2BMs4XTPKyKZNm2Rzlt5ey5g1DJnE19dLdt/atZP3/k1N4sTIzZVOsrVVHDTmtZxzTvLAtWmTLNXau1cMcY9HBoKbbprc64T0g5q5hGW0stchTC0pAFLc3j5Y7NsnO4XD+Ivb2wvmp07a051zyRJ47jl5XFNjbRAAMmnv77f+7u21Mm3BGuidTrl3pmPs1Vcnb6fasWrTJvjMZ6Sd7cw/88zUMN/TI8svc3NlqUxbmzjCFUXKe5x33vRl3sykNmtKjUZHy5x98MHk5YV791pLASeC+dTl3enOmRppz8qy/rbXbYORnbMXXJDM/HABkKnWpk1w9dXCm72/+te/xGE12cxHIvDii8J8R4dwFQzKtfz613DxxdOXeZB7nC77dDgdzVH14IPiNLEfb27+ONH9/OmnD9/Pm6qpgRNPtCZdYwlIpDK/fv3YrnuytGkTfPzjcj/tzD/zjGQrTzbz8bhcQzrmH3oI3vCG6c38sQQkhmPeXGIK8jkvvlgeT3Q/f9ppo+vn7Q668fbzmzdL2YzpoE2bZCVQc3My888+KwkQk828Ych7pWM+FpMNsaYL8+mWW090EO7BB61VCZA8LkwV8+kcVeZnLyqCggLr/yMxf/75ycxPF23aBNdcI0F9O/ObNsF1100+8zA888GglJGaLsyb9XDtGivzo7Ft7NxMNPOpNZbTndM+1zQDEibzbrfUxTU1EvNnnmmtgnv11bHP948DTVjm7MKFC0f9k1FGs1q6LhG/9nZ57HJJfUWPRzrspib4yU8mN6r361/L+3V2ymSmpET+djplN8b//V+rPow52G7dKgPh/Pnye9s2eX6yo6SpExhNkyUeo1V/v7QppK9DCDIAbdsmy2PAGtiOpbi9WTD/7rstY3LRIqn/mO6cqcac3Ygd7QQmOzvZMTVdjDldF8OotdVi3u+fWuZ//3u5952dwlBZmcX8jh3Ti/nUmmwwtkj70eoQgvD3n/9MDvO//GVyjeVNm47OfE3NyMwPl12iKOJYN4236cZ8c7MYl3bmQyFxEk4283/5i5WZqWlSzsBkfs+e6cX8cM7ZscjsZ9PVIQTh7/nnJ4f5X/3Kqr3pdks7pjtn6u714+nnAc44w9rYcrrU4DSZNzdaTGW+sXHymX/qKXmvzk6xE+bPt5jfv396MX+s/TxYDCtK+kCsqkoZIZN58zsyEcxv3JjsqKqpSX/ORYus/nn/fglWmbyOhfkTT7TKfmzbNvayJ5Mhk/nDhy3ms7KEuXB4aph/9VVpU3NjpKoqi/na2tnLPKR3VKmqlFQx32si+/lU5g8dSn/OOXOsYHNNjfRF5sbGY2F+7lzLTqqpSb8h8FTLZP7QIYt5n0+Yi0bl+clmvqZGvnPmZo8LF8o1OJ2S7PHYY9OH+Ym0bWB45h95xHICm/XFJ4p5e11xsyRi6jmzs61NfA8ckPtvfvaxrP4sKJBSaCD2UWPj2K99lmvUmbN9fX0cPHiQVatWTfhFTOa5M8poyrV9u2RI6rq1i60ZyQNxVr30khw3GcwfPgz/93/S4ek6zJtnOWmdThloe3tlcD37bPjc58R5dtJJcozDIROurCxZOnj99dJxq6qcb/t2OV9RkXSwx7pr53ADm9leR5N96aq9DpX9Oj/0Icnk+MY35P//+pdkMb/wgmSiRqNSx2isWrhQ6qp6PFITSdOsgvkf+pAYC+Y12CdWNTXJWZLFxVZ2FQy/JCQ7W+5nSYm0244dcu2p9T6nWibzJj+GkXxdk818T48sv2pslGtYsEAmMybzDsfIzKvq9GDerBF7NDU0DK1DmI75SETq1IG0/0c/OjHMf+c7cm/Ly6UtHnwwPfPLllltuH9/cu224uLk78BwddmyssToW7xYvjcHDsj9HkvG5WRo+3ZpS00TvnRd2tTlkraZbObDYfif/xHmNU3ap6cnedzp6UnPvK5PH+ZHq64u6xxmHcJ0zOu6ZMuATM4mknmnU5h3OCQAmo75k0+WVRH9/UMDEkcra2DPtikokBp7r7wi5z50SGqnv57avl0ytaNRaYt4XBxoDocViJtM5uNxcZKbzC9bJu2sKBaf3d3pmTedhTOJ+dQ6hFlZ6ZkH+Pzn5bfHM3HMf/e70gbl5dJ+v/99euZXrhSHyKFDcr2moxiGMj9S/c2cHFmF8cQTMnbt2nVsHE3EPd2+XZiORIR5TbN483jkfk4m84YhdWVN5qur5fOY16Cq8vdwto2uzyzmDcNytublWTaR/VpXrpSMvq98xXIQfuQj0jcdK/Pf+56M4cXFct1/+9vwzC9eLNfU1pZcYmws/Xx2tjBvlgN57TW48MKxX7upiWL+5ZeTmTfPMRXMg8yjTOYXLrQ2jlJVsa86Ooa3beLxmcU8WMw7nZbTOZX5K6+Er3/d4mfDBvlcE8F8VpZ83zo6JAD60Y+mZ37pUnHeRiLiIDY3JS4ulv5bUeQ7PJJz1mTedAhv3py+lvlxrFE7Z++++26+9KUvEbc7ECZIk3nujDIatSaq0zYjfeaE3eWSzioclk2pDEMGnMna5OPXv5YJSzAoE7z6enk+FpPPEw6Lsb1nj0TizI62tlY6UL9fIrmtrfL8kSPSLv39k7NsZLiBzb5xykhKXd493PKWG2+UjIP6eqmNahjSDnV1ycsCxyqPRyYjra3SRp/9rAx473730GswnZf79ycvASkulvtiyj6wGUayc1ZRZGD7xz+sCYy5dHc8mgjuOzuFNzvziiKfyeeTzz2ZzP/ud9Y1FBRYEf9YzMroyc4eynxdnWQ7eDzCTlvb68v8aDVa5m+6SQzWXbuEz4li3u22mJ8/X95nOOa9Xrkv9fXSrqaKi5ODCiNli0PyBGbLFmvp7ng0kcybTiqPR/gPhcTQ1TThb7KYf/RRa6O1/Hx5bDrLDEOuKytrKPMNDTJZdLnk/rS3zzzmly8fmXnT8J9I5p1Oi/mKCvjiF4dn3ueTduzqSs6IGW1Glccj92fNGnHOgkxgjsU5OxnMu93yOBSSz2wG5SaL+X/+05oQ5uYK07GYtL2qSpt5vUOZb2wUp62qSn/Z1TUzmE+tQzgS8+ecI6UlJpJ5VbWYLykRZ9hwzBcXy2s0LTnzcCylPMxJ+xNPyN+bN4/f+TNRy5xN5l0u+Wxm8C0YtJiPRCaP+Vdekb7MLHvU0SHfMXN1mdstP6nMHz5sZTAvXSp2zkxgvqXFykBdtkzst+Hu5YknCmutreJEmgjmFUXarqlJbMnrrhueeftK4BdftB6XlCSXLRsN8w89JH+/+ur4nbMTyXwoZPXzZlJPMGjNYcPhyWN+3z6rprnPJ/ZKOCx9va4nrw6yM3/kiJWUUV0t86aZwHwwaO0JsXChtPVw93LlSkmEmWjm6+rkd06OBPqGY/7kk63X2ZkvLpbxIjdXeB8N86ZefVXKVGQ0qDHXnO3v78eY4OVVndNtJ9qMjj9NZL0a02gyHXFmFpO5O7XDIQPOaJ2PY1Fjo2xQo2kyiAUClnPK4bCcZaZxd+iQDLa5udI5myUBGhpkMlNRIdf8zDNW3dbSUnlNOGwtGzmW+kPHOrDZJ7+9vZIpmO46P/tZqWnW0GDVuCkvH98121VeLgOl2y2TkIULpU3SXUMgYDlld+2S34YhBum+fWI8ZGcnD2z2zaJMR9Vpp4lzFmQCM17n7ERxb26YYGahOhzSvopiZVm53ZPDfFeXLO82mQ+FrP85ndL2WVnW928k5nt7ZwbzdkdVMDg8b9ddJ/Xodu+eHOYdDrmnIzFvBoPy8y1Hk2GII7y3Nz3zMNQ5e9pp1gRm8+bxO2cnivnsbPkcpvPE6ZT2dTisjBOXa3KYD4WkLUzmzSxq8zoiEau/h2TmGxosp1xdnbTzTGDe3s9HIiMz/4EPJNcym0jmFUUmIiMxr2lW9tQLL8jrDUP6qm3bxsa8qc2bZbI0Hk0U82YdRTNbzekUlkzmXC6rT5hoxeOy/NJkXtOscdF0EJvBEaczmXmzbqLbLcyHQjODeXs/r+sjM/+JT8hqoMlgHsThNBLzhiF8pDLf2yvfxaMxr6pyPvukffNm+NjHxn7d5jLnibinRUVyban9vMsl53S75e/JYN4whE2TeTP4YV6HGRAPheR/qcybAYv6enndTGA+dXn3SPfS7Za2Me/JRDJvGPJ+IzFv7uthZx6k1NOOHZZDcaQNwbKzxeHlcsmx463BOVnMm4Fes/8Mh61VjfaN/iZSdubNJA+Q6wgELLve4UhmvrHR+m42NMg5ZgLzNTXWWHY05s1kF3OONdXM794tQaJU5ouKxFkcDEpf7/Mlv0dqtviCBXKOnh55nfmZMgLG6Jw1DIP813spYUYZTbQmclADq6PVdRnM/H7LSWpOHCIRK/K1cqVsWHQsBb0/9CGJDP7859aO6PG4vI/XK8c6HJaDqqtLHIkLFshAay6RCoflJxKRLJ2cHDGm//IXaZ+qqqGlDxoaZHnJueeOPRMnGh1quMD4JjA+H/z2t9Z1QvKSroYGiTguXmwZHhdfLM6rY9Fjj8n15ubKOa+/Xq6hslLaORiUiXplpex83NgobV9bK8cdPiyF94NBiURnZUlm4Ec/OrQtzGXgqbtdfvzjY7/uieTezFS111g2i/ebRpTHY9UGnkjmH3hAskk0TdrfzFCH5BILXV1iQJjMu1zJzJu13NIxn7oM/FiYh2Ovy2aftP/pT8nMR6PJ1/n445IJrygTz3xOjrSNnfnOTmm/sjL5e/fuocw3NsqGidGoGLZZWdb1m5/BrDdoMr9ixfSawHR2Ws5Zs583N10Mh60sKzOjYSKZ/8MfrBqIwzEficjnLCmxmPd6resLh61absMxrygTx/xEOaoMA/7+d+s6FUXa2n6df/iDVft1opk3nfIm81VV8ru/X9q6slKuNR3zX/uatGtrq1xr6uTWbA+T+YULkycwpiNiLJpI5iMRa+WPWXtT0+T5aNS6vj175PiJZP7xxy3HTTwu7NqZVxS5jt5emWyazPv9Q5lftGh45mH69PPm5zUMWWpqZz7VtnngAck0NPuEiWTe5NHO/MCAjLtFRcL8/v3pma+vl+ttb5f7lVqCyc686eQ0Vzjt3SvfK3sW4tFk1su0t5V5/vHcU6/XWvnjdIqdqarCmmlzOBxis8GxMQ/J3P/mN5KdFg5bgWeznIKqWswbhnw+k/nsbPl/KGQFLRYvHt6eT2Xp9ezn7c7ZJUvgxz9O/n6mll1zu+Wz6frEMp+VJe1rZz4QkO+0yfyBA8nMgxx7xx3y3Th8WK6rsVH6YbOftbdHVpZwtWKFlDRobZVM0DlzRn/NE818aamwbZZsMr+33d3CSzAoLG3aJO81kcz/5S/S10cicj4zAGE6hM2gs2FYTj6PR+ZfR47IPTK/J0uWDN/P20sfvN79vN2eX7o0+V6mY97lmhzmzb7Nznw4LCwXFAjzdXWW/8DO/IMPwm23WatZ6uulfOBFFw1tD3MF6KmnSr30YFDawF727DjXqK28RYsWcckll0zmtUyZfvjDH9LZ2UlRURG1tbWsX7+e97znPZN2jpl27KyWfXdCSB7UvF7pWHTdciyMtdOOxeD++60lUGa9rt5eazJtRlKvvFImXn6/vOcNN4z986gq/PSn0in29FjLhk3HhqbJ4FRaKh2pacx1d8tu05ddJkvCn3kmubi7uaFSQ4N00EeOyDk6O+VzeL0ywXG7ZUK6Z8/46g+l29kVRr/Tpb0OYUGBOCpLS+UzHjwoE8aSEjF0FEUcRR/5iHzuF16QCU9lpcXDWLVxo5zj7W+XZYWPPCKMFReLk97M4gwEpB2Li8WROTAgxoHpyF+4UK6/t1f+98c/wvveJ8Zc6qBmftZFi+Qzmhm3w01gUpkHi/umJhmQm5qknQoKxm6sGAbcdZcYmNGotHNZmXz2ujprMt/XJ21fWDhxzPf1Wbuz25n3+yVDuaZGjo9Gpb3tzD/7bPImO8Mx39cnn8PtlqVSHs+xMR8MWnWa7Bot89Go5fDLyZFJscl8ba20gxl4eT2ZHxgQA7K0VDi1Mx+PC78ej/RFAwOyqYk5gUnHvMcjGSZbtogx3NQk9ZfT6WjM+/1yfwsLZaI1HgP9v//bcgqBsBOPy/0wmQ8EJHBSUjJxzPf3J48lIO/l8Qi3NTVyXWaAbs0ai/nnnhvKfEmJTB7tzAcCMvF0OuU+ZWUdG/OGcWyTdsNInrTX1VkTyLo6a5l7ZeXUMl9SImybm3T09sqEsLxcOLAzr2lyDX6/xfy//mUxb05EwWLeLGHz1FPWBGbFivTXeDTmc3Lk/ubmCqvjYf6ee6wVESD3wOEQLkynYDAIn/qUvMdEMT8wIJ/BrOtsfr/M+ny1tRbzui7ZUibzL7wwlPmiIjmfnflwWO6ZosjzubnHxjykZ34su3ibk/ZQyHKuG4ZMfHt7pZ+fP39qmS8tFRumu1uO6+oSh0JFhbRVKvPz5klb9vdbtSrTOapM5kEyxuvr5bNu3Tp88CAd89u3S7upqvRrwaCwbo6HY72n994rv+3Me71WfW+Q97jhBmmDY2EeLO5/9jPpW8xAn8m83y9O+Pp6KygSDst1mcy/9FIy87ou96CtLZn5aFTayjCkfQoLJ4f58Tqq4nH5u6TEKsfj91uJD2YW50c/Kp9tspgvK7M2pwJ57yVL5H7v3m0Fqnt6hPvcXOE+L0+47+2Fz3xGnLZ2+8brtYJta9aIcxYk+Pz2t6e/xqMx39RkleEwHbVjvacbNyYHv0tK5DN1dycz/5WvyNwqO3timL/tNmtlg1meSdPk+7t0qdwDMwgYDguvJvOvvJI8hzUMeV17ezLz8bi0RTwu115a+vr383bbBuRelpbKvezokDlaZaVV3mEqmDezac364W1tcg/Kyqx+3s686SgPBuW5gQEJ/t555/A2/Zo14pwFmbtnnLODGrVz9rLLLuOyyy6bzGuZEl1zzTVUV1fzgx/8YPC59evX09XVxdVXXz3h55hpx856mbsTgnRm9kGtuVk6fbdbOsW8vPEZcocOyYBbWiqdjVnUPLE0xDAMYnGVQMiDO9xHVqAWJTtbnA7m5haj/dm/Hw4dwujrI+gpIKbk4w934jTiKGZmi7lpQGGhDHpmtP+SS+SaPv5xKYVg3xlX02RZzvz58I53yKDp9Vq7KobDMnmvrpbnOzrGV3/IPqiZm6jA6I05+6BmOqjicTFqzWVo7e1WXUVdlwL/jz9uZdX89Kdy3FgHt40b5bWqKhm7Dzxg1ZlsakrOEjEzZAsLLadKU5McbzorzQwMs0anOWlOXQ5ias0a+ZyGIUbd+eenv85U5sEq+G9mEzmdcm8LCsZuzP3pTxLNdTrFQXfiiVYNKJcLIhFhXkOYb5lA5r2FxJQC/OEOi3mfz8oeLCuTSYxZe/bss+U6P/1pMUjMJYIg7b99uxgYdubNms3RqBghrzfzBw8KNyDM79ghXNuZ7+21Mu1eL+aDQZlQzZ07lPncXOmb4nErgzkUOjrzp51mZSht3jy8c/ZozJvL/s0axao6Nuaff14cIE6nBNhOPFHuazQqbZxgXtMMBiK+iWXeV0RUKSA70o5TTzDv8ciPrsuEo7bWmqisXCnXef31EoSzl0Awma+qSmbeDHhomvTzixbJ92q8zPf3W+87HuZbW63l0OXlwpWiWLtkgwRRppp5M1BpMm8GpMzasHbmfT7h3qyZB9Imo+nnn3pKHm/ePLxz9mjMm31gICDMjzWwun+/ZNg4nXIPly2TexKNymczmY8ZDESzJpb5rGKiRh7+SAcuk3m3W9pe16WP2b/fYn7xYrnOG2+UIJyZXQjye8cOCYjamW9pkf8ZhtzDqiq5D+Nl3jCs4PN4mLfXISwulsmx0ynfR9OJ39srjiLTKT3ZzGua2Al25s1AeFWVHG9n3usVO9rM9jSdKrfeKsybPMJQ5v/4R3m8efPwztl0zHd2yo+5x4JZH7OoSNpkLGN3W5tsuuh0ymsXL5a2DwTkeqNRDF0nrsFAzI+ruZes4DEwn8q94kc1XLgMHYceQ1EUa1nz3LnS55mresrL5TpvuknKn5jZhSC/d+8W28XOfEeHdcyhQ3KugoLxMw+WfTMe5g3D2uC3pMTixdxDA6Ttt22z7OW+PtnoNy9vcpn3eCzmYzEZY6ur5RpM57k516uqsuqimja9uVHhuecOH5AwN3TavHl45+zRmDcTg0DaJi9vbMwHg+JQM2vWL1ggbd3WJvc0EkkwbxBwZuNs7iUrdHAo8+a1juZxEvPZKLhx6xoOI24xb/bzvb3Wqp68PIv5yy+3ynuAFdBdvDiZ+Z4ey04+ckTOVVIyMcw7HMJIKDS+gITJWCQi45H5/QmFZMyaSuYPHUpmPh4X5hctSs/8/PlyLW63xby5Ia2debPEHQwt2zReB/Ms1BjXR81sbdmyhXvuuWdIzdwf/OAHrFmzZlSOyrGcY6YdezxI/9AGtjcU0H7rv+l66d8srtJY0dqNW49AVhbxQBgjBko8ihqJEtC8OHs7aHq5k0UrhyaX2PfYKHV0suInP0Ux/3njjejX30jNI9sJ1LdT/ItvUB5+jaimosdV2vq89FOKTymkqr8Bx32/xrvqhNEv1TUMwlv3oIej1OnLiAZczOcQIbyoqhenYtBbchKlJ5YQ2bYXI6zjVpyojjiK14v+/AvUlJ2P+y/PU65m4SWIrlg1X9SYhvHmt1BTcSHztLugPUBWOCxliHRpI0fNAZQ5FeB2oxcUsX1r+v1G7O1klq3r7oaimhArDQUMg5rYIgKHmvB7NKq7+tg5zLmS2v6JNjq7T6XI2cvhaMPuAAB9JUlEQVTKE05C/dOf4MABDFW1rlMFRySEEotiqCphTx7hrELcepisrnYUMzo/Vu3dC52dGKpKMLuUmKrib6rBGY+jGAZGPI6meiAakVKUHR0oiSUqekwjOqARUfNRDT+eXftRQiFiuhOfS0NxuzF272H/w9s53OqioLcaX7iL0L/78BdsZcllK1HXrIGHH5a2+M9mtueen77tU5gvfNcFLPztY1T39KAUFmIEg9JWMZ1oRwjd40OLesnq78DV3klqPpX9Xpb4Bjj5G9+0mN+wAf2WHwwyX/Tf36IitIWopqDrKp0DbnoonDDmIwNu5tGIihdV8eJCp6fkJEpPKhXmIxFcqguHQxPmn91Eze+34njiP8xVs/AykMJ8LJn5zhBZgYCNeQ3HgQMoFUdn3t5W7e0yhy4shJK2gWNj/vHmZOaffBJqatIwHxXmFWUSmXfgP5LCvMOLEY2iouPo7RXmXa5k5vHh2V2DEgyiKU68Dh3F5bKYDxRYzL8Uxf97G/NmW7y6he2V7xg788XFGAMDibYyiLYH0LNyRs18cW6Ulf/1eRRzTH3729HvvX+Q+cI7v0NFcHPCX6LSG3DSQcmEMR/u9zCXJhx4URUPLkOnp/QkSleUW8w7PTgcMWH+mX9T8/ut8Ox2FuDBCyMz3xUma7B9QFF1HLW1x8Z8uDc9892jZP6xwxbz589HfeUV2L8fA0ZgPpdwVtGEMx91ushOZR4Xhq6jGnEc/f0odXXg8SQzr3pw76tD7eslrrrwqAqK04mxe7cwr8y3mN+qDM/8KVeOnfnSUoy+vsG2irUPEM8tHDXzRQU6p9z8WRRz0r92LfqfHqXmTzsI1LdTcOd3qRjYLH5xQ2EgqNJK+YQxH+rzUkEzDjxEFTduI05vyYkUr5yTYD6K0+3HGdNQvB6MZzex/3db0DYfYJHhwWsYY2TewFFXh1JWNn7m3X2s1HQwSGa+NzA65v/WSGfXamF+VR7qvn3CfDw+PPPuXML+SWDe5cbfUotL0waZjxsquqGiGhqOQADl4MGhzBtOXPUtOLraiDs8eFDEttm5S5jPPZGCriphPu6zmF+5Uib48bgwP0x7pWN+wZ93sjQQQCkqsvXzoHUMoOl+9IEwHt2Nu6BoZOYLDU75wWdRzHqXq1ahP/UvG/Pfo7z/NeLROLqhEAoZHAjNJUspoqq/AfW+X+M9ZfnYSu8YBuFte9HDUer1ZeQaPeTQTwwfqFmoHhdK1IGjrRcjEsPpzRHmPW6Ml19h/69eIlrTxGLdNQ7mwXH4MEooNLg/wEh7CKZlvkBjZWc36FATWkDgcDt+V3T0zP+jmc6m5cL8eXNRHQ6ZKBgGhsNhXWssjiMmmwDqqpNA9hwcTscEM+8ZyryuoCtOVD2GIxJBOXAAvF50p4uatgLmDejgyCGru5t4UwtR3MQNL9mOMOTnE3ltD9vu3Y7nSCkrnF3UthUQ+NFT+BcUseRdK1ATDm19y1a2b9Hp7FbHxnxJSVI/H+8cIKbmjZ75Ilh53xdRzQ3ZFi9Gf+Elav66R5i/63uUubehR2LohkIkFOcA8/EpxRPGvN/oJ58eNLJQVFDdLog5B5l3+HJxxWISoNuxA72pmdoaqIg48Bpq0lur0SjKW96Cfv6FRH92F5G2MN6BARwJv6KigqOlRZj3eMbHfAmsbOsQ5sPzCLSDP9ZLdd4omX9hgM7dFRQ5s1h5UhZqdvagAzkt84qC7nBNDvNuL1ltdbjtzMdBV13CfDQ6PPOBIPH9tcRwoekJ5vPyLOYbi1gRr6W2v5TAj58W5i9biTpvHhw+jL5zN9tfCtMZ8B7TfuyzRYox0bt7TWNdc801vPrqq2zevHnI/xRF4eGHHz7qUv+xnGOmHWtq3rx5NDU1MXfuXA6bGTQzXA8+KEk2jz8uSTehgRha1GANm/k1Hyao+plPE6oRx/xCHHZUEjHc5NLH5+c9BKtWcdJJspoF5Hy7d+oY27aTHWrnvcEHWRjaTbmznagvj//+5A527VHZuxcW9W3lttb3o+kKFTSjEkcBDMBAxYGGV4ni9HtHX1NO09ACYcKGmzhOFPTEORWCip8jxhyKvAFuO/N/OFiv4g93Uqh28bHWWyiljSwjQJ+zgKJYKwo6QXz8TrmCi41/EcfBf3zncw9X0+Kaz53hj3Bq7GV8RggjMfqpCqiqgVOPsafwXL599t/Rt+/EH+4k4C1COWUlmi69q1PV6X9+O1nhTjrj4p0tcnQT0DwsNvbzAe03zDcacRkRoripcZ7AHb4v8IpnLUVFUiM9bds/8wz+UAcBNYfTlvdz3e5P4433E1O99JFLu1rOHK2BfL0LJxoaDpqdlXSrRSgqeD0GZfEjBOYvZ87vfzb60UDXOfK+68lu3EuLYw5GKEKp1oTDiOMzAjjRCClZ7PSeRo7Ww9z4IVTVwKWH6XBVcI/rM1w78CM6KaSAXrIIQOIOHlHnkaWEcDvi3OC/l0DQ4NrIbSxjHx4lSkz10lGynJ0XXcc5//4++50n8KC+gb3+05L2ejGDw01Nycy7FI1z1Re4x7iGfKUbFQNDF2PliDqXDqUEvxEgT+njF2sfIuucVWmZ94c6eGv4YVYEX6Hc0Q4uN7dfu5vt+71JzId1F/M5jIo2qcyHFR+HjbkUeYNJzPscEa5t/QYVxhGy9AEGnPnkaZ040Ajh439szO/1rORW9QuDzK+KvYrfGEjDfJS9BWfzrXP+bwjzJ65QaW2VpN1//F0n+6D0D/l6F72OQnrJYVl8Nx8yUph3LOeOrC8enflnn8UfaCOg5rBqWZjr916NTxPm+8mh2TGPOdohiuJtg8y3O+fSoZaiKOD1GpTFmxmYt4w5/3PrmJhvvuJG/I37aHXOIR6KUao14TS0Icx74wEqtVocCeY7XRXcbWM+jz6yGYDE3WtW5+ElhMupc4P/PgJhuDb0syHMb7/kBs549lbqqeLByAfYm3cWkagyOuaVF7iHa8hV+3Aa2iDzbUoZLWrF6JgPd3JR9B+cOfAU5WobTlXn9qt3sqW+MIn5oO5hPo04iU0q81HFQ5Mxl3xvOIl51aXy6ZavskCvx68PEHDk4o/34iJKCB8P8X7OZxMGCs2u+XzN8T1a3Au4M/wRVsa2kGP0DWHepUfYn38GXz/3qXEwn8ey+M7xM//c8/j7mwmoOSxZpvLlvRvI0nqJqV6Cho8mxwLK400Ux1sHme9wVtCmlqOoCj6PQanZzz/007H384f30eqYQyysURZrwmVEB5kP42OXbw2ueIRK7QBOVcelh+lyVXCXjXk/IfLpBhQUdJrVuXiI4HboXJ99H4Gwg2tDt6Zh/iZWvHQvbdF8Hgy+j70FZxOJqWNi3u8I4tHDg8x3KYUcVheMmvnTtedZ1/8XypVWPEqU/77yFV5qqUpivl/3UUkjLiKTyrymuGgy5pDrjSUxr3u8fLLlGyzR9uDXBwg5/HjiQTyECeHjES5jDVtwEaPXUcgXXT+hyb2QO8MfYUXsNXKN3kGngp35g7mr+craZ8fMfI+Sz3Jtx1Dm1WXc4f/S0Zl/4QX8vUcIqDnMXernW/vfT3asi5jqJWq4OexYQEm8JYn5TkcZrY45KKpis21OYM4ffjY25t/7OfyNe2l1zCEa1imNHcFrhAaZj+Bht3cNih6nSqvBpcaFeXc5dzmu49qAMO8mRgntg8y3qhW4iOF2xLk++34Gwg4+ZTJPlJjDYn7Rlj8yMGDwYOC97M0/i0jcOSrmC5VuNjo+yhr9FXHqGQqGAf1KLnXKQiqNBna5V3HvGx7hxBXqsMyfpG/nbX2/pZwWvIS5731P8u/e1UnM9+l+5tOIlzAKxrExPwL3OioH1KXEdYViZy+3l3yLNr2YsCeXj7XdwqroK/j1ASKqF4cew0eQED7+l7dSRQP5dBNRs/ii+yfUuk/gzvBHOCm2jRyjF1Uxkpj3GGGa8ldw39WvsGsXg+2RatMfOTyU+S61kBNj2xLMH8JlRMfG/Esv4+9uJKDmULI4n+viP2Nh3VN4tQFCajYN6kLytA4q4odxEMfAIIaHGvdJGKpjwuz5aNigRDuCTw8mMb/Hu5q4obJI249bieHSw/S4SvmU70FOCrzMZ2I/pY8cSpRODBQUw+CIMoeg4sdwuimJN3OD/x6MQICr9btZQg0uRSPu8NBWtJwDzmUQCvFH3svenNOJ4BmZ+ZiBC4v5U/VXUYz4IPMhxUeNsnTUzC+kjvf13k250YyPIL956+/5h7Y+ifkePZv5NJFFYFKZN1A4qC4mqjuTmA94CvlY4DZO7/0nLiNCv7sYb7iHfKMbHYXDzKOTYvwE0B0unvS9jb8VXsXNrddzYnQbPiOAG1klqijgcAjzLblLufua19i1Wxkj80WcGNtqYz5GFBc1ylLuyL756My/8gr+zkME1BxyFxbxOdedLN3/N7zaAGEli0OOKvxaL3PjhwaZ1/BQ4zoR3eGcsH4+EoYirYVsvX+Q+Shu9npOIYqbRVoNHiWCSw/T6yrl074HOCHwHz4T+ynd5FOmSPawYhi0KmX0K7kYThcl8RZu8N+LHghwjX4XS4z9uNT4IPO7PatxD3QK8/41RFTfIPNme42njPF01Wj9a8eVc7a6uppTTz2VhxPZZnYVFBTw3ve+l7vvvnvCzjHTjjU1G52zX/mKrGow4jrLItspUdro03PYysk8xAc4i5dxE0VNGOe6AZ0U4kBnn3cVX1/xCAfrVUIh+Nzn5Jz/+ckmrtdv5UR1L3laF954P0EjiwMs5p5Ft/D71ovx+WT13Dmhp7h+98dp0OczhyOU0YaScAPrqBiAT43gWlwlSx8huWaUKftzfb1otY2EDA8K4toDiOLmoLqYsOFhnnGYG3PvpWnZusF9QD78n+u4il/iQiOi+kCPJwZZlXoqieBDV1T6jBzewaOU5kU5zb2Dn7VfQTHtRHHT7FhAqdJKltZPDCf1VNHlLKPS2YTbiBBVPOzWl/Oj+E0AfN5xK0vje8mK95KDLG/oJ4c4Krn0E8RHq2Mu0bgDBZ1iOuklj2+X3E5j1drBMkRJbR+/lRPj23EbkcRgq9NlFFBBM3FcNGUtJur0kRvpoCqyDwODEH4Mh3Nw8qjroBpxvE4N9yknjn7jif5+ott2E9ac6IpDVukkzhmPG3gJ4yBOo3cZfe5CSsJNFEeb0HDSTDlB/JzAHsDAgU4clQgedBz0kkcLpeQr/dyZ+0Wu6r2NPHpoo5QwXrJdEYri7fQaeTxdeBl3dn+AkJLF2uomStx9tBtFPNmykp4+GaRdDpP5dvr0bF7jFFR0nuQNnMpmInhRFAXdgF7yqKeKShrY61nFldmPEAyraZnPjffg0/oIGj7qqeTBBV/ll53vSst8Ke3MpSk989VVkJcrjYeNb2PIA+jrQ6s9NIR5DRe1ajUhw5eW+Xe++hWuM25LMC9LYRUMFAwOsohupQgvYUKGh8t5GH+ei9PcO7i1/cOUIRkQbY45FCjdZGu9xHDSyAK6nKXMc7YkMf8z9SYGVq8l+7VNXBe9lVP0LRTRkZhAuxggGy/hNMx30Ev+yMzrCeb1CE40VOI25p00+ZYQdfnIjXZSGd4LU8S8HjfwpDBfEGmlPNKAhpNWSgnhYyk1aZkPkMVh5o6K+X8UX8H9ne8W5hc2UOINDst8sdJOv435/+WtnMVLScwH8HOAxaNiPlvvwx/rIWj4OMxcHiq/kdv7r0rLfCHdVNIwTuatPwwb86qN+TgODirVBPCnZf6Szbdws/5dXGhEFS+GYaCgo6JTSzWHlQUU0UnI8PBx7kPLK+Y09w5+2H4Vc2giipsORzk5ygC5WhcxnBxhLt3OEsqdHVPM/A7cehgVHScaXUY+FTRjoNLkW0LY5Sc32mVjPmvSmTficTxEUW3M50XbqQjXE8dBC6VouFhEHQAO4knMh/FyiHnkKQNHZf6xso/wq7a3CPML6ijxh0dgvoN+3Z9gPs5feDfnsSmJ+Qge9rJ8VMxn6QPkxLoIGj5aKOfR4o9xS+jGtMzn0k81tRNg26Tv53VU6pWF9JGblvmzttzOd+M340IjpriJGyoqcZzEqWURe9STWGAcImx4uIkf05G3mNPcO7il/WPM5xBR3PSoxbgdGgWxNmI4aaaCfkchRa7e8TOvziVqOFCMsTMP4ESjx8ilgmYU4LBvCSFXDjnRLqqmkHniGh6iKOiDzOdGO5kTPjjIvI6DKhowEszrNuYjuDnEfHKVwFGZf7TiWn7bsk6Yn1tLSW50lMwbXKo8ya+ND+MkhoYbDRUFg24kUPSNott5Xlk7rD3v0wPkxroIGl5aKeOf+e/hy7Fv4vMpQ5jPIsRS9idIN8bPPKS36RWFJubSaRShobKAw/x42b3sKF1HOAwrtvyK2+KfxpXgLoYTBxouNGpZxKvqmSw39hA2PHyPm9mXdyanuXfwnfarqaKOKG761QJwOiiOHkHDSVPWEh6LvoETlL2c6Nib1qa/0RjKfD/Z+AaZn0PUcKEY8dEzr+/EHQ9hoOBEo5kKfD4oC9YTULLp9lXgVDQWBXbiQEsE5bMwVOekMa/ENdwpzGfHepgbOoCOSgtlxHCTRy8ltKGgJ1j3YOAgjsouTsJFlCJHH3dl38SHe28njz7aKEF3+8h2hskJi33+Db7Bfxxns7Z8LyUFxqiZv1B5loeM9+EiOsi8ik43BfRQcFTmvUaQ3FgXId1DK2W8mLOe6/Wf4U3DvIcoy9mLA30o86ZtA8PYN6nMp+nrFYUWymkzStMyH95Xx6/63sVSanAQJ4wXcefq9JGHjsoAOXRRyB18mn+43s5FuZv5Tue1VHNAmCeHiCOLufHGQeb/FT2XBcrhY2MeF4o+BuaNnbi1EDoqDuK0UobPB+XBgwSUHLp8c3AqGgsDO3FOKfMRFIxB5rNifcwP7R9k3kDFTyDBvDHYz4t1r7CbE3CgUeTo586cz7Oh57YE88Xo7qxB5nv1HL7J14X5kt2UFCuDzJs2yXe/O7qPNBM0Wv/acVXW4ODBg8NualZYWMirr746oeeYacfOVum6lMS80LGJjwduZTl78RgRorjYy3L+ySWczya8hIkabvTEoFZGK7Us5vvRG9m2Qx0s2faLX8DZ2iZ+FL6OXHroJ4d8omg4yCJAAV3U1jsIK1K+p68PDL2IT+oevIRpYi4GKh7CicHIwIlGXHfy+MGz6XSWjepzFWmtvMn4KxEk4migEMFDGyXEdQceQkRwU99XxJ7tEszUojqV1KMAITwoujhlARqoJI9eAsTpNIpwEWUV23i572ya1LVcwemcz7NkEcQX76eTArrJQcNBFfVUawc5qC2iRynFY4Q5gW3cw0cAcMYlS7GcfpyJqGUOPRg48BFCRaM1rhEiGx2FAfxUcYgPt/+ED/SeSySmoqqysfQFkf/jR9EvkEcvXRRQQDfZ9OEihocw/8ub8RLlhNBe/HTiMGKE8dJCGfn04ojrg21oAHFU4prBvt0aA07r+ZGUo2ks0AziqGCAnohqd1FII3PJo5clHMAd7qUgEiRguOhiCR5CzKElEYl3k0UQAwUHcXyECeElB8lwe9E4iwt6/0ouvdRTRTGdFNNJKJZFCyWU0s7Czlep4nQ+x20s3l+LW4kRwcPlxnJuJWFQxG7lhBTmf8INdFKIhhNPgntQyaWHShroJY/vR2+ko0va/Y474Jy4xXwfeeQSIZYYoPPpZcfhQkKkZ74FYTqLYGLiLhH/uO7k73XnjIn5Nxt/IYIbDSegEMVNOyXEdOewzH/Z2ImBkmCeQeabmEMufeiGSh9iUJ7Oq/xf35toUtfyNi7kLTxGFkG88QBd5NFFLgYwn0NUaXU0aAs5rMwfZP6HXMf9L3+cj+n3UUoLefShohPDJcYKUofQgUZ7PEaYLOI4RsV8Lr2JzNNeSmkbZP4J1uPA4ITwXvxhYT6Cl8PMoZAeXHFt0pjvIV8m3CnMR3CzkxXk0JNgPjYs8z6CVNLI8ynMF9FFKW2EYlm0UUQJHSxrf4EqTuFz/IzFByzm32Ms5ycjMn8jR5gzhPkc+qminh7yR2S+m0JyaCeGAz8B8ujjpbaqYZnvoAgVnWwGJpz5GC7aKSZqeAaZr+srYq+def0l4jjQcKAYJvMKR6gglz5KjFZC+AA4k1d4qO8KmtS1XMibeD8PDTLfTQ7t5OMkxhyaWKA1cEirHBfzqf18AD+Vo2Tej5M5HEkwH+J5ziWKh2Xh/RSEuxPMe2hkHoV0445bNdTtzO/frdF/FMvX/C4Mx3w/2TSwgGwGhjC/jVMooIM5tOAaZD406KwymXcTpopDbDLOSWI+jz5KOEw45h1k/qSWf1HFMj7HbSypq8U16n7+Rg6ykLN4MYl5H0EWcpBuCkdkvpMisugcZD6XPv7Zdeowtk2IHvKpp5I8+gaDX+O3bTqTbBsNJx0UETZ8wzMff4oY7gTzcgVxHLRRQjYDzNUbieDCAM7kZe7qO40mdS2n8W4+zn1kEcSth+jTc2llGT6CzKGZ+fFGmuLzxs18i64TJBtjTMwX4SXEfBpxEcNHgC2spp88loQPUBDuHWT+EBIM8sStGuqp/fzRmDc1HPNBfDRQiY/gEOY3s4YSWgaZj+LCiziW7cy7iLKQBv5tnJfEfFainSMxT8K2aWPlkcd5nio+x89YcugALkUbdT8/x2iihsXMp5EsQniJoaNQw2K+zdd4oXsthkFa5jsoZh49g7ZNHj38ufdiwqoyyDyGxfwA2RxkEQV0D2b9OYkR1508dvC8UTNvcv9W489E8KDhJI5Kh1FCgCxAwYe09yu1Rew5LMzfHP8zYbxoiVUaIIG7LgrwE6BSPzjI/Bm8wj/73kCTupZlfIgb+ClZBCUDNFpAMyfjQEMJwtXcQQQPdbFqIop3iE3vZ2AI88VJzBuE8I6xny/ChY9KGnATJYsBNgXP57+Ub/Mx4z5OCO0lz+gFDHrIk4xNQ0eJp2d+IIX54Wyc4ZgP46WeBXgJD2H+Zc6kgiPMpQkXGi2UEsOJlygKGj7k84PCXA4DClvjp7C29zFy6aOFUorpJBZ1E4hl02nMZwGNXM/P6I/fy5KmWlxHtFH383lGNweoHsJ8HQv5Gt8ekfl2SphDPxoKfgIU0slv+99BUFUIpGE+SDYHqKaYzqHM1x0b8zoqnUYR/WSnZ16DWGQBUdyoxAnjxkiQP0AutVRTTS2ltNJOEWfwCn+IvZ+/da9lAZ/gq3ybLIJ4iBKI57CZU/ESRg0afJAHieGiNrZknMzrBPGOuZ9XyWYhdXiIkE0frwTP5CvK/+NDxq8HmVcw6CGfOA5chjZq5odT9jDMR3HRQDUuYkOYf55zmEtTYkzSaKeIGC68RJKYN3AyH3F6b42v4vyev5JLH0cop5R24tEBAjE/9anMt9TiatWIKR4+oC7nbv9N7N69drCs9vGk48Y529PTM+L/8/Pzj3rMWM4x045Np+bmZuYNt+GKTTfeeCM33njjUY97vbR9O/i3bOKrkevw0EMbJUAeCjor2c5J7KKNEgqRJd5OYjjRCJLFl/ke/9bXQsTqHPp7da7hVvLooZF5LKUm0UE6OUIFHmJ8Vv8ZzylrURRx6m42VrKH5axiK/VU0cTcwetTiVNJAy9zJte678fpHl0vpEV1fqO9i1PYSgOV6Fj1pRR0SmnnNVaxnZUYUdm3Y6WxnaXs5yALmc/hxKIUmcD0kk8ED+W0EMLHANmczQu8ZJyNIx4hl352soIgWfyEm+ikiANUs5XVieWdXio4QtiQ5dUD+DiD/wDwCqezgl0yUcOBM2GwqxjEcZBFiBPZTReFHGIBAbIYwM+pvMrbow/ziHI5oBLo1/kY/00+PRxCOvY8eoknItQx3LiJcjl/ZIWxkyI6KaKDb/K1REZqOYV04yA+2FZuIkQI81ftTbQyf1RtX6Y18mGaCeMligcDhX5y6EeilqaT4Ot8i06jmE6K2MmJ7ODkwSVSskRFQcEgigsVHS9hNCT75UnW8zlup41SCugZNPAK6B68xxfyNGfwMgYKR5hDwPDjJcwpbOMB0zGORhulRBCn0Uq2cw/XEMBPDUsooJtc+skiiI7CPpbyXf4fzxlrB5kf6LOYP8QCllCTiJY6aaIEB/FB5hmG+RbK0zL/Kfd9Y2S+c8zML2cvtSyiksZEFpZM3LspIkA2JbSj4Rxk/h/Gm4jHDfLoZScrcBDnm3ydTorZyzK2sWqQ+TKaCRseeshngCyqqOdm/btEcONCQ0UfZF5Fx4EuWQaEWM4e+smhgUp6yT0q8w0sYB5NFNKVyL5T0XChYAzLfBtlFNKNE8tB6yaCjzCPam+jeZTMV2iNXEkLoQTzAANkDzq10zG/g5N4jVMTzHuTmI8lODeZVzH4Fxfzae6kjVJy6WMejYBCHn0JbnQu4inO5EXJmrQxv+oozN/JtYTxUsMSSmnHTYQcBtBROMgivs43h2W+nkqqOYiayIppJR8wuE6/jU3K+cMy30YpbZROCfM70jJfTSWHku59F8UJ51En3RQMMv874wricchhgJ2sIIsg3+CbNFPBLk5kS+I+hvFSShtRw00HxWNi3uzne8mjiXl0k3dU5utZQAWtlNI2yLyBgxBe3ssjwzJfRCcuLAet9PMR/qK9mZZRMl+uNfJhWgjjGWQ+SBbdFIzA/Ape4XScHCY8yLz0OBoODBS8RNBwEEPnBc7l4zxAG6VkEaKK+qRrSGZe+vkBI3tU/fwv+DQhfNSwJFFOyZBgFAqHWMCXuWUE5quooh4XGjoOOhMrXUzm09s2/kQIsXgI85Nh26RnfiELaMSD5ag0r6eEdropIEgWZ/MidxqfJh4HH2F2soJsBvg+X6KWxezkJF7hTJw0EsZLEZ3EDBctlI/AvDr42GI+zEnspJc8jjAn8Z07GvOVlNDOHJoHmVdQ6KGA9/CnIcz3kUsbpRTRObhk12I+zN9ib6KVo9vyAGWxw3zIZtuAOKm6KMRAkUzxNMy/wNkssDFPgvl4IpPKZF4jzhbW8CH+hzZKcRMb7FvtzF/MU5w1yHwFA0bOqPr527mOAbLpJZ8Oinmec3kXjxLDyT1czXOsBdtk3858HVXM5zAeIug46CGLGC6uM25jk24x/2oK8z3k00N+EvOvcCafcd8zauZN7vO19rTcg0EpbbzGKjZrKyEuzJ/A3sR1N+EjlMS8hpM5NEuGJipn8AqKESced+BCG2T+dq5jO6ewU1nJO40/cyfXJDIDneTTzWFjHjH8NpveIIg/qZ93pGG+j1xaKE+ME0dnvoDuxLxEsvDURJ/5OG/mceXNnGxs53Re5mZuoY1SQmRRRCcerE0uJ8KeB+nbOynESGRdp2P+35xPJQ2E8ZBPH3Gc6MRQUIij4iaKjkI5LRxmHn/l7XyRH9BFIdXUWeOyQSKUpXMWh+kll0PMp9/IHVU//3M+SxeF9CY4fJqLeQ+PEMPJ/3DFUZmvoCVh/zvow0MED5/hdp41Lhy0bVKZ7yeX/oTtN5XMA5zCDvLopYc8fLZ730XRYH9xAvvwE2Ql26XMhy4BDpP5B/kIz3MuO5WVXGQ8zW/5wCDzxbTTYFQOy7yGA1da5nfRTy5tlNBK2aiYz6OPBTRAIrnKQZwQXh7lXTyqvCst8wV04UsEv+zMH2s/H8NFJ0WJOXkgLfNPsY6F1BPGQw6Bwf5dAeIouBLMF9NBMxWDzHdSRDV1uIkAStLKyHk00ksejcyjz8jDZ4RZpW7j1uh1fHPz7WzfvnZU+7HPJh03ztmMxi5d12lqajrqcX1m8fBpqs52nQ0dt5Kj99BBLgtoxE2MXZxEPZWsYQsRPOzkRO7ik5zJf1jLJgbIJoB/8Dzmxq8rkUlAJ0UsoTax5EWWx7ZRjocwJ7KHlWxnh7pKCnqj8lNu4Od8lioaaKOEMF68hCmjnT7y+IV6HSVlKl7v6D5XOKxyR8Nn+Yl+A5U00mo7Zynt9JLPT7kBxaFiJOxeMd6jtFKKmyhltALQRYEsl8CLnjBGAM7mRX6KwTL2JQwJhX9zIU+zDoDVylbihko3hYkMWINqagHJDDSzJ07nVXyE0VFwJKKcSsJJY5ZUcKCTRZBl7EWXrT9wEeNH/BdX8Dt+atyEizCn8yoKOivYNXidoNDIfEL4OJG9nKzsZCur5F+Gzvv5HavYRj2VSU5CBYNKGniRc/iW67ujnzwqOktieziFbRxhzmDkNvGGg5PHh7lcqs4Dq9iKYhj0kpeYqDgJ4cOFhpFYFqQkahjWUclqXiObfnRgLs2J+LT9XSCbIF4ihPCxiDpiiS5dQaeQHgA6KUgMpl7qqaSBSlaxlRgudnISn+cHnMpWPsj/EMPJXXxSjDmbTOY7KKaag4kaazJpa2YubiITzny6PQXCYZU76sfP/BEqmIv0aT3kEU8sLwaIIDuInsarOIlRTgv59AAKL3AuTyMrEFYrW8GADorIJogCVFE/yICLKH6ChPDgTRgqzsHJqp74TeK7oOMixmJkiZyb2BDm48AatqASZwW7BiexBnCEeQzgPyrzpoNQ3ttk/my+4/rmmJhfFtvBKWyjmYpRM+8yonRRSBZBG/MxdByYtbdN5s/gZbLpR0NlLkeGXIMO5BDEk2C+moNEE/cNdIoSgYtOCqmigShuGlhAA5WsZDtxHOzkJL7Hlyimi09yNzGc/IoNwzLfTgkLqU/UyDWI4eIw83ERmxHMH2YelQmH3wA5RHGj4ERFp4tC3EQ5id3kJBzglYmJwhbW8A/eBAjzLiNGK2WDjvJ5HGYesizLSRQ/IcJ48IyCeQ8RqqlFR8GVWIw7PPO7k4JpbZTRQx4nsG9czH/L9Z0x9vO7x9zPZxlB2ikhh/5B5t1EieNIfH/1QebP47nEpj+SGZxYWDj4LqnMSz/vSlyLnfkCqqgnhovGBPMrkBUDOzmJ/+aThMjm8/yIGE7+xLuHZb6NEhZwiDwkSy2Og0MswEF8mts2EYKUcogFLOYAACF8hMhCSZTEOMw8CuliHk3M5TAtlCdKDCnUspg/IXswrFbkPjYxlyK6ACinhXJagOGYN20bO/MMMr+IgxiJ70Yq8zoGa9iCkujn7cx3UUQHRSxj/4jMt6dl/hy+6R6bbbNYG7ttk2v0J/qH3kHmPQnmlRTmz+dZcugngosKWlCJMxLz1Ynl98MxH8dJI/NpoJIT2EMFzezkJP6PN/Ao7+JC/g3ASnbwCJcnfV6L+VLmcYQiOpGl2gqHqAT0KWEeRsf9z7gh4TC0mA9RSgMLWMZ+AGK46ScXBR0X7RxkEQs4RA79nMQudnAyJ7MDUGinlN/yIXQcOB1wMF5N2PDiJgoJJ0sxHYnMf9OmN/ASQUcdpp8X5t1EExZnw6CtY2c+gpPVvIaSaGN7MK2XfNooZik1nGxsZ6dzFdviq9hmrORNPD7IfEci8CLvPbX2fJHRRRPzBrMnhfssNJx4CeMkhpsYA2TTxByyGSCPXvLoSawgtN5HQSebwGAbL6J+GObFtomjcoS5NFDJcvYxhyPs5CRe5Fzu5FOs42kATmbnkM9rZ76MtsQ8UFJ1DlGJjjIpzI/XvrEzD1CsdOI2otRTxbLBRBEH3eQDCmF8RHHhQsOJxmm8yibOH2S+n1we5CpxtioSyAgZvkHm8xPhFhg78y6izOMw82lExRjCfAg3q9kK6JzA3sR7igbIoYVSFlM7IvNdFNm4mdp+vsxopYEFlCd8B2ZfH8eJh0gS862UUkgXefSSQ3/CMUvS+/gJ4CCOlzALaSCCh24KaPdXUh5uYEPnT+hsPxc4vlJnjxvnbH5+/oj/P1qW6VjPMdOOTSdVVamoqBjxGIBcs6bSNNW8ru24orvoVIvIpicRcTKYy2FZ/kacLAL0UsCfeA8NVLOarSgKrGI7zykXkJUFFRWQnQ1LGzvJ7gxQTCcuRcPQpd5KO6VkOSLoqgtPLMKq+Z0EvNAqfRgvBi7gc/E7uMGQZSnZ7g4iuNmhr+Ie/41kX7SWA4+MqZ437373Or78zC+4JpCoG6R2ENbd7Iiv4ifGjezMXcviMmhpkYExFCkiFpJllm2UDTqW2yhFwcBHiCgedrGCKuooVTpYbNQmDCgDFIXdysmoQFYWLM/qxN0Wo5ZFVDkOkxPvHSxco9oWETlsWRGD14+CilkpyIEjMZDKNRlE8BDDSQwP5yubuFB5li5HIUXxLqKqR3aBx8BAanKFnHlENRUPHSwv6eRgYhzQNJWfh2/iNv06qowGOpUSWbJCmDK1naAzj98X3siff6WyYoV1faYhYRjWY/P3zp0q93z4Jk7ouo7FWgMtegkRZBlMkdFOv5LH7eqNZHlVnE45x3KvtNVBFrOYGtxEieFiNyegYuAhQjHtHGY+bmK8hz+SQ4ByWhJRSZWORFZSvmOAfL0D1TCI4MSBgYqWiOIqsjQt0ebiFHfgJkIlhwjiw0kMF1FiuHleOZ8jxgLewuMYwEplJ4+p78IwYP582Wl0aWMn/s4ghfTgIYKhS7u3UYZPjaI7LOaDPuFtOjLfSTE+wjjRaKEcFQMvIWK42coqTmYnfoKsYhsVHBlkficrURU781HqWcQC5xHytC5QpBC+qoKaQN3OvynDFk6Q8ilGCvNuYjiJKD7OU57nfOU5uh0FlMQ7hjDfQgUDzoJpz7ynLUodi1is1OI1Qmg42ccyDJQE8x0cZCHZBHkLfx/CfBeFtFJOvnOAgngy8wZxvETSMB9KBHjCVFJPH/m4iOJBx0mcJ5Q3kWWEeD9/wEAyMRwO0jAfIi+RVW46gVopw6vG0FUnHm36M99LHu2U4iFMM3OSmN/CqZzDC4DBmbxCBPcg87s4OYl5T1uURhYQd7ZTpLVa/bwKqm46pUZm3kj0+Hbmo4k6iVHFy1rleS5QnqMrDfMg41SPszTBfOe4mH/kl8J8Kt9m+Uf78zt3qty7YXzMN1DFIqUOvzFAHCe7qUbDhYcIRXSyh2UU051wVA1QSmtiJYlKL/kcYc6wzKuJPiBdP+8hQhV1dFCMhwgqcbII8TflnQwYOXyMB1DQh2U+qzNEDgGyGZBdojFopgy3Gp8xzAfx00IFfgKJfl4fZP5VTuON/ANQOIcX2cdSybxL08972iIcZh5xl4+yWNMYmFcxBoNoQ5mPJdZnRfGwVnmOC5RNaft5QPJjnXOOiXl7P2/nO5V5OJZ+PkIjlahKA7lGL3Gc7KOSML5B5l9jFfM4wmm8Sm4K8+LAmkeeM0BBvDOFebGPzI2H7MyL8zfCQg7SkkiOcBEjhwEe5V3Us5AgfrIIsJIdOFT57iQzH8avhMk1egeZb6EMh2pMGfMjcR/S3GzVVnGb40Ze860lz5GO+SyOMIcc+mmnJIn5/3A6VdSjoHA2L9JNgTgUFYU9nASKg+wsmDsXVrXXo3W5aHFXUa41yringGKAw8Z6qp/taMxrCebFtnmB85Xn6XbkUxZvJ6p6wNBREkD2kE+bay44nXhC3YNt39oK8bjKzwI38XOuY6HRQCslxNSEk9DG/J8eTO7nU5Xaz4+X+cPMx+kwKIy3o6NymLm0Uk4OfVRwhB2spIwWVrCblXyDXPpQEhnHQfwcYgHZSoB8enAY8UEnmZoI6AxlPpRg3mAhBznMXNyE8SRWAv2Jy+hWimhmDhXGEU5kD15VNmZLZd6jaBQanYPMt1OCoqooigNPfHoybxjg9BURa3HjJE6TMo88o4dOClESXPoIEcCPhgMVg3PUF9mqnzIYsDtINRGHHzUx9q3qr0fvcnDEs4i5sQYM3Ug7jx0r8/EE8+EE82vVF+hW8ynT2oYw308OLa4FGE4nnlDPmJl/qOBGHnlQ5aSThjKfausoCuzYoXLflcJ8tdZA65iZVyiNH0Fq0FbQxNxB5l/mLBZykCXU8lW+TTaBQeZD+GhgIX4lSD7dQ5j3EsajxuiNKXQaBSyJ7CTWtR3MgORxouPGOXs0dXV1sWjRoik7x0w4tqKiYlZsCLaksJN2R5i2aBEhiimlNVHbJYABiYkONFNGllvnSPYKjC4ZBVYq2ygshOJiaG6G7m5401KVwpd6iOsGuuFAV10cUeaiG07iuoIrHiKuuqjrK6K1V5y65eWwYwc827mW5ziXc7K3s6aqM7nw9YljG9RUVXYzvO2fa3k571zWl2+nRJFzPtG8ku5eFXdEBlbzGlqOrGT//qWsYAeHmUe3WkzI8KIZki1bSju7HCt5Ul/Px417wYAL3C9wirENYgYYBtuVlYNt0nPQSNScCVNPFXPcrbJsUoeoFsNLGNmISxyCemIZtizd1weX0kRw40Rq/SqJrAUz66JE7UDXwUOYYqcu28rqOjGcBPHRq+QTVrKIGC68BIji5lCgiIr58pmbm+G52rV8xridG7mVlS5rordVX8U9nhtxnrGWiy8efftfeCH8/PS1/Nczt3ONdisnOhPnjLvZpsnk8QXWsiRxDS0tcKixiCgenMRoUKrIMXrpI49IokaRgcqAkstrxmqu4H8SkXUzs1hBRSeXftrVCuqMSpYZIZxoNDI/UUQijOoAHQdK3MxEkcCBgzgewjLhRhlkvok5qIbOEf8SQkEfXiPEKcY2VMXA41Po7oZAAC5Z7qXghR4MXZZ1G6qTZmUOmuFGN8AZs5hvmdbMe+lRC9My/4T+RlYYuwBhPo9eiArzO9R0zIdoMBYwx+0ljx6MuEFcBy8GXqQuqDORFS1hB1nknc0ADuKJUhZyfy3mY2g4KVPa0HVZ8u90aoPMawnjppd8Qqp/xjDvJsohFpBDLwGyCZKVxPyrxml8jAcG61GbzDuQmq2tqoMGfT5eArgGzzWAj5BMoBUHqo15w8Z8DgOU04aaWH52hDnEDQeB7DLaAqWUGG2cxC5ciobT5xxk/qITcsh/oRfisqxbUVWalblEDR+6ruDUwzOG+X41jzajLMG8Psj84/pbONt4EYDzXS/QqxZAZGTmm4wKNI+bQqMLXTfQ4+AhMCrmIwnmZd2EMO8mhoaLUqV9kPmSFObDeOklj6Cac8zMX3LJ6Nu/pARuHyfzHsSxl0MvIXwEEjVHDVQCSg6vGGdxHbcPMq8OBtZkXCSF+QYqyaGfLMIJ5tUh/byayEDJYYBiOgeZb6GMgOFHzfZRE1jKUmMvldSTr/QS8eUNMn/BiXnkP9+PEo8OMt+qzCFs+DF0ZhDz8wiq2XQaxUOYf8x4B2/Q/0+Ydz5PniN0VOZb9RLiHpdkEMZ14nHwEhyGeRdxlCHMGzbmXWjEgdKEbeMlTLEzPsh8HJUQPikPpebOmH7eQ1jKbuAnips+cpOYf9k4kwv4MU6iCdvbYt6DJDbU6wvwEMQ5yLzYNk41jq6kt21M5gvoGWS+h3zaKCErW2Fn4GTOMF4ijx4q1UbavAsGmT//pEJynx/AoUlwQ1UV2ikjQC6GbuDUI1PC/Ijc60U8UrOSSEzFHYVFi9IzH1az6DYKhzLPO7ks/ggKBuc5XqTTNRfCCeaVkweZDze00BTxE1ecBDQXdSyizNkmu6vrENOcCZteT1iRKnEcxHCl7efNkgCSVa6hQIptExtkXkcljIcBcuhT8gnrHvzRAHGHm/r+Ilr7pO3LymDz5rV8ZkCYP0kRJ2Eq8+vWTR3zzXoZGrLysIMiSDjmAmoez+gXcjPfTyRDuBJtIRmZbqLgcNLuWcBAKDthH2XRRx4+JYyLOLqazLxhY96RmBOYzEfwUMNi/Fk620OnUGEcwYHGiepe9ntXWsyvKCL7uSAuLTjIfBfF9FEgzDONmW+BF5tWso/lrGQrnUZRohyCvLFCnFLa2cmKRCZnnLP0F3nFdTZqTNpph3IyqgoeDyitLTRFhflwTOWAspgKZytuVUswHxsT83rCca4ngqcA5SbzehiXM5rEfAQ3A+TQqxQQOhbmzxy7bXPHMTDfrheiI7V3JXvdYv45fS0X8S88RIYw7yIGDgcdnnkEQlnk0kMAP73k41PCeAkTdfnRw1EGdDfF7gilhZ1jg2oW6Lhyzubn59PV1ZX2fz09PZx22mkTeo6ZduxslVpShJrtx91l5ipEkV1kJVpjOmjX8Qxv1h/jBe87qE1kNy4yapkTr8eTU0VHB2QH27i8514MjwdXaIB+vBxhfqLWEGiGSjmd1OWt4dXISrxZsnliPC6btgaDEI2q7HavoikAbjecuxZOPBGWLBn7Z1uyRHZ/3LVLZfPeVUSjcs7zzpeI25Yt4HJZ15CTp3Kb+wvcGv0MlRyiz8hFN8CDQTEd9JDHA4Wfp3GgAELSPheozzGHJogpksWmF1IZayGnM8QubRm1LOIkdtFo+Oj2lNOrlqPrEBmIsdrYDMAeTmS5spcsY4AoLgC8xAiQhYpk7IbxoRAjjuw2a6AQVTwS5lMgarhxqdCbV4XW2cshFuAihqoYGIqKw9AooZ1tyir2e1dSZWt3lws2aWvZ7D2Xd1ZbE73JmDw+Wivn9Llt7Z4D+70r2RtczirjNZqMuXQ7SgnHnZibBZXQxj7HyczXGpHN3bzE0fEmNtEK4cOBRqVeR5+aTy95GG43oWgW3RTiUjVUhwNdceCMD7CMfYBkm8myMpN5Y3BidB7Ps055mi3+9ewMrOB0/kOR0skcrQHDkU/QlY8z2Md7+h9E8bhxhgYI4OYI84jhRgdihoMyWmY88weC84kHnDiIc57yPKgOSEy+D+iVzI22kNMxlPkeTyl9aqkwH9CoNA6iKtBv+Iniwc9AIiPRmlACeIgSxjdY58rciTWmuJOYdys6/fnziXX108ACqWmoiHNmpjHf4ygZwvxe58ksjdUkgjSOJObN+oWDzBsW8z0UJJhX0VVnEvOtlFLJIRvz+iDzp7GZi5V/sdWzjm2BU1jPk3iUCMu0nXQ7qgi68okHI7wz/BCq24kjFCaEkyPMI4JXmGd2MN8UXspAfzbZBDibl2hxzoeI9Pt79MUURJvTMt/vLiKgFiUx7xgj8zGciZIuQ5l3zSLmex3FaZhfyarY1sQEbyjzahrmw1EJygjzCrrqGtLPL6AxLfMr2clFyjNsdV/I9sBKlrEXFFihvUadYxVBVz7RoMZbtb/gcKs4QhphHLQocwiShQ5EcTKP1hnPfF9kDkf65jKHI6xiKz6XMcj8bn2pMN8+lPmgO5/Dan4K88aYmI/iwk1sGNvGoD83HfOOGch80VDmXadwdvQlwnhwoSYxL/VF0zGfZTGvgu5wD2F+/jDML6GGC5Vn2eY8n22cwpm8BAqcrG3hNUcuQVc+oaDBJc5/4XKBQ9OIIMGIfrLRDanBWErblDE/EveVC6GuTh6PlXldy2df93KWs5fF1HKJ89+YeYC7jWUURpvJaQ8SiHrZo66g111OWbCOBnUhTb7F0vZJNr3U3/QTIIxnROYjuPEMw7xbiTOQN5dY9wANLBisUa6rDlRDo1Bvp6FgVVLb67r8fm5gLc9zLhcXbmdFxevPfI+3nKjhkkCPac+7VnFx9BlChpc4CqqiEjU8qImVPSoac/VDtLCIAtqJ46SFCrHnFU18eE73ENtmHofTMr+AQ1ygbGK78zx2GCfzRh4HBVZqm+lwLBDmQ3Cu/zU8Ln2Q+Q5FSgXNCOZzoMOj8tPgf3F7/FpKaacLjT5y8RChhHZ6yeOB3Bs4r+/vrGYLRUoX73E/hhET5ncZJ6DEIpQ6O9FiBnvUk5KYP5K16BiZl1I3wzKfO4dYTyCFeXXGMd/nLSVquDBSmH9j9AlChk+4tDFvJEqZDWW+nG6KcCkxnIqOjhvDkDZ1ZGehlhQd7ePMOh1Xztn3vve9vPrqq8P+f/369RN6jpl27KzVypUEK5dTpW1F7e/BMEgMauayNJ0QXrIZ4CPxe3m+/Vxq3cs5UduLX+/jrYE/sKvtUk5aU8bNO66gtKsZLbcIZzQEuoqix4nhwkeY+e4W9PwiXjr9Rj57isquXbB3L3R0yADzhjfACSeA1wvnnitLTFauHP9OhFddJb91XTY+6+y0zrlxI9TUMOQa4ivWclfkDj60/6tUxA6RSy9R3OxxruQXvs/zirEWn7uPvmgBc/VGTo6+ikPRiTmcvKqfTikdxPri9Ckap2YdQFX95PYPsFjfT+tABSE1C58RZL7RQtThQwEWxw/QZeTjJZTYudpAw0UbZRTQA4pKGC/5Riix5M+HbArgJajmoPlzUXL8FEWaqV9/NUv//AMWhQ/SShkhR27i/Q4R9/p4cfWNnFOqJn3mE06QKGk4rLI5aA3+kzF5XH6i+V6yy6l5DeeuVWnecR5r65+n2tFIk16BriqSEay3MUA2TznW89n4jxlQcsg2gsRxJgY5JTGIG2QR4FDBal5649c5fdNPqezdRtNAHsG4l1hUNuzwKAYuQ6K2Zl3hVOZlY592blZuYUP3ydS6lnNm/BX8+gAfV+7jufgbKD53BV/e8QHmtNYTyyvCGQ2i6w4M3SCGMuOY/+D+rzEn1pCWea87QGt4Dsv0PRTEelEVg5jDyRb9VArpIdY/Cub1FtweOFB+EYtaXkSPSGaQN7H80pHYEE8c7TphxUe+0ZXYglDucwwXISWbWHYuSnY2BbE2Dq6/liWP/ohFoboE8zn4CM0O5tVL+ZzyIwJKNtlGYJB5BZlwpGO+qncbTQP5BOMeYvromY/goZgOblZu4creFdS5lqFqT+DXB7iSX/F/8XeTv/ZUvrTrQ1Q17iWWV4wrGkDXZVXEjGS+5uvMidanZd7jDtHkrOK0+Ms44z2UhY8Qczg5oFfjIZZgPs6pWbWTwnwwUdNdw0VIyUkw77eY/8utLAommFdz8CmzhHnHej6n/YiQko3fCEimpOEbzKQflvlAAUHNPQLz1mTRZD6Km0K6hPm+EznoWoaqGfj1Aa7gf/hT3EH2+WfypT1XsvjgVmL5pYPMR+MOi3lXC3rBTGH+G8yJ1qVl3u2O0uSqZJm2H2dc44zQv4k5nLTpJYQNL87+yKQyP0A2CqDhJqjkoOXkomRnURht5eD6a1n815+wKGAyn41PCc8O5tX1fE75IRElC9UIoaARMnyDJa9USM98sIBgLMG8NpR5WT5s1aNUEtlc+fRys3ILV/WfSIO7GjUmzL+XPxCOF5F1wTnceOBTrNj1LNH8UvwJ5kNxl435ZvSC4iljfiTut2yB2trhmb/iwDeZGzloY/5kfuH7Aq8Ya3G5NFpc8zldexWnrnFu6EliDicDup9Oowi9P0KforMmazdXFv6N4sAAOZEgi+M1tAbKCSlDbXolboyRecmss2wbPwWxdmrXf5rFf/spCwfqhzCv5vp46ZyhbW8YsHSpULOrbxUHJzEYNFrmW40KonGVHEeYEr2VfiOH/+NSPsOtdCilFNOBlwhxnPRQgILU28wx+ghF2zhUdgbdkU6KwoeJxaMEo8KhGh/KvLkRm1lSRUFHw0kufQnmN9LgXjzI/Dt5lOb4YrIuPJdP13+eNVv+TrSgHH+0FkN3MBD3zijmzzsPNG0tDzd/nzdtvYXSeDP59BDByw71FO70/RdbfeeyIrqFBbEj9JHDOZGncagaUd1BLdWyMXQ4wEp//aQw308OZi3ckJKNli39fH6sndr1n6H6sdtY2G8y78enRJhvNM4S5n9Cl1JMPj1kIzZ9L3kA+AmmZ16PEoxIGQhVh5ysOHOd3fRXrRLAjjMphmFWHTo21dXVcfnll/Paa6+Rn5/PaaedxqWXXspll11GVVXVRLzFMeuf//wn69evp7u7O6ke63DPH+s5ZtqxpubNm0dTUxNz586dFWUNANi0CT7+cYwDB9B1q06YoiDFrisqoKWFiOJlW9FFzAkdYN7AfnTVQTwrByMnD3dvG0o0KqkK2dlQUoLR3EKkKyBL1lwOPG9ah3LTjbBWNtpIN7E4lkFsPBruGvRtO6g550oCuhd/aTbVNf9g525Vjou1sPITZ6C0NKMbCmZxOsXjpja+kENqFUVqNytPdaIqBvT0YBw4QCRg7cbu8TtQFi8GGPyfYsimHLhdaK4sDC2OJ9uF8eWvcChWQfk3r8UwDDweCFaeQEzx4Ew0txIIyEjxwQ/CbbdhRCJEYg6MvHwUnxdPkV9qtd1wA/qHNqT/zJNwP4Zt33TPb3wQamowdu0isnUvRiSK4nETWngCByvOIy/SRvXff47i8WD4fMRDMaJhnbjTI+csLsYz0IXz1w+ivmG9cH3ddRiHDhHsjSUis1GyXJqwresYsZjcQ6SyzyDzJ5yAUl+HEQqxP/d0NKeHpX3/QY1F0d0+4qVleHo7UMIhGZm9XigtxWhts5h3OvC8eQYxX3+ImpPeKcwX+ag++KTFvLuflR8+BaWpEV0HnInN1VxOavVFY2M+P3/w/9EBydRXMDAcTnTVhSvXh3HddRzyLqP825/CiOvC/JxqYk4/To86lPk77sAIBoX53FyUrKzZwTw9VP/5x8K82008HEOLGsScXskoKC1Lz/zhJoLd4aMwL329YoK/fDnKoUMYwSD7c08n4sjihP6XEsx7iJfNxdPXgRIMiHXqcgnz7R025lU8b75k5jDf0UXNwksJaG78+W6qG562mM+NsfLDK1FqDyQz73RQa1RPPPMf+SiHik+l/DufwdA0Yb68mpgnG6dbGcr8XXdh9PUJ89k5KNn+2cG8K0D1H24R5l0uNA3iEY2Y6kHV4+hl5XgCaZhvbibYERwb80uWojQfwRgYYH/u6QQd2azofwE1FsVwudHK5+MJdKL09wvzTqfYNp1dFvMOFc9bZhDzgRA15WuF+RwH1Yf/bTFfaLDy46ejbN+GrhvgcIGqoKoKB1g88cxffjmHqi6g/LvXYcRieDwQKF2IlpWX3ra5916M7m5hPsuPkpszO5h3B6l++PsoLheGw4GmuokHZam3asTRS0rxhHqGMt/SSrB9YGzML1yE0tWJ0dvL/tzTGVBzWDnwAmosguFwos2txBPqRenpFrtGVaGoCKOn18a8guct62cO87E4NcVnE4g68WdBdfNzFvNFsPKGdSjPPYseN+Q7rqqoKhxgyVDmYVQ2fRLzThe64hTm3/RmDq14M+W3fA4jEpF+vmgBseyC9P38Aw9gdHQI8z4fSl5eEvNs2JD2c8P0ZN696gRqi86kfwBOeuwHuJ1Sw1Rz+dCDEWKKiyxHhFDxPJzdnbR+6hvM+8YnUF98XphvayfY2jci82aps0HmFyxA6e/H6O4W5g0/J4dfwRENgcNBbG4VnlgApbNDmFcUyMvDGAhYzKvgeeulM4Z5AP2aa6n5zcsElGx8VWWEHvw93b2qHHfvdagbH8QIh9FVpyyT1XX6yaHWtRyHS5045s9by6Gz30f596/HCIeln8+fi5ZXnJ75X/0Ko7VVmPd4UQryZw/zf/8RbjUOQMybjRGQvSZ8jgih/HKc/b1Dme/oINjcK8w7NLLmFaLk5cHttw+yOBs0Wv/ahDlnL730UvLz81m0aBEHDx7kn//8Jz09PSiKQn5+PpdccgmXXnop69ate12dtZdffjmLFi3iBz/4weBz69ev55prruE973lP0rHV1dUA1NbWjvscM+1YmKXOWYCf/Qy+8AWIWTuC4nDAnDlQXQ3790thFTNkZCSMGLdb/tZ1GdDy8yVU5XJJr9XZKTn/2dnwmc9YYcDpro0b4ac/lc9VUAAf/Shs2CD/e/ZZeOtbYWBAemm/X9azgBy/aJF83jPOgMpKaGyEQ4fEoNZ1ec2ppybvtrJli/zP6YSnn4YHHoCXXpLz/OIXEo5dsQIOHhTj4cRE+M58fUMDrFoFl14qHXZpqayz+dznrJHjN7+R95ju92C40XDTJglNO51yTxYtgq1b5TU+H8ybJ4P7Qw9JW8DgJIbdu62dnEpK4C1vgaYm+L//k3UpZjV9h0OKGC1dCl1dsGePPBeJyP9VVdo/ErFel5trhcvb2+V1OTnyM9OYv+026QMKCuBjH7OY37QJ3vEO6OmRNsjKsr73hiGc5+XBmWdCVRUcPixM/vvf6ZkHi/t4HBYulHvy1FPC/He+A+ecA6tXw7590rZLl8p3zXytyfxb3iLMFxTI+b/yFSkSNxuYf+01ScFwOoWnpUth507QNOljq6rSM//Zz0pKxWiZLy4Whnt75fypzHs8woWmyeuys2H5crkfra1ScDw7WxiYaczffruwXFAAH/94MvOXXSapEaoqfUwkYjE/fz4UFsJZZwm/Zj//9NOjY76yEj7wAfjLX6Tt/uu/4M1vlu/Qjh3C/KJF0qbma03m3/Y2uPdeazz++tcliDobmN+6VSYciiJtcNJJ0geEQvLc4sXpmZc0F8sWORrzBQUypgYC8p525hVF2jYeF+4VRVhftky+hy0tFvP5+TOP+V/8Qj53QQF84hPJzL/vffL5zLHO/N6D2IOlpXD22cL84cPC/JNPjo75efPg2muF0exsGWM++EFJ99qyRd5v/nzpj8zX2pn/7W/lPAMD0s8vXDh7mL/gAsuuPuUUSYvr75fXLVok9+tYmc/JkXNHIrB58+iYr64WTlpa5Lqzs+Xv666b/u1tauNGuPNOac+8PLjmmmTmr7gCjhyx2kDXIZrYKb6sTPrWc86RtmhsFO7N+iEj2fTxuBSl/NKX4O67pe0uuww+/Wm46CJ4+WVh3ixcar7Wzvyjj0p/NzAg9/vkk2cP8xdfLH2LwyHPNzZKvwoyPobDQ5m//nqxUUbLvN8vr9c0ePVVee+jMV9ZKedtbhZ73u8X5j/72enf3nb9/Odw113S7k4nfOQjFvff+Q5885vy2T0eaZdoVP52OqVvfcMbJIX00CFhvqVF+o2jMV9SAt//Pvz4x8L8RRfBV78q89PnnhPmS0pkPDBfa2f+iSfkvQYGZIw4++zZw/z69cKfwyE2d0eHzBtBdh3UtPT9/Pbt0tYOh9hEP/vZrHLMwuj9axNW1mDRokXcddddSc/V1dXx5JNPDv48/PDDg87a9evXc8kll3DJJZdMqbP24Ycf5oc//CFf/OIXKSoqora2dlgnZX5+PoWFhcd0jpl27KxWf/9gVgglJdIRBwLihAExyltbLYNFVaUTDoXkb0WRH6cT3vQmGVQ3bZIJ54YNYhz98pfyOnNwmK4yrzURoRv8G+BDH4Kf/GQwuo6iWBN2EGf1ihXiyPrVr8Sx8uUvy+O+PhmENE2cu+9+t7zmT38S57fp9H7tNZn05+TI/0tK5L3Wr4f775fjzPsVDkvHnpcHN95oORdBjl+3zvpc073dTamqNTDZddZZYiT194shZba5+Zr2dnmdfZlHXZ1Mnr/6VTGuX3hBHIDnnSfGwL/+JUZXSYkYdwMDYkyAGCzZ2XLfTBlGeuYvvVS+Gy+8IEGOmcr85z6XnvlbbxW2HA55zjTiQJyEK1fCO98pnJ9zjkxGNm4UZ5+uD2UexKHhcEj75eWJYZ7K/NveJpPUcFjujdc7lPmiIpm0gxiBl1xivcd0b3dTwzF/yinyObu7rcCZyf1IzOfljY755mbhOzdXXut0yuOeHut8hiFtDhbzLpf0L7GYBJG+9KWZy/x11w3PvPn9Ngz5rCbzpgPlXe8S5s86Cz7/eTlHV9fwzH/+8xbzOTlyP1KZf897JCgUDssYnJ09lPnFi+HXv5bXnX22jLmmpnu7mxqO+ZUrhc+2Nqu/Mdt9JOZzc+H//b+jM9/SInzbV0UVFMhEyq5IRH6bk0+nU/oXXYdXXoGbb565zH/608Mzbxjy/TYZNh2zDocw/573CPNnnAE33STn6OiQe5SO+a9+FbZtk/bLzpZ7lcr8Bz8ok89wWALd8fhQ5k89VSbniiI21rveZb3HdG93UyMxb9rdZlqWybxhSJ9yrMx3d1sBzHhcxk3TKWAqlXmHQ3aEMvu/mcz8tdcOz7yuC/Mmw6nMv+99wvzpp4tzEMQWN50sqdx/73vJzB88OJT5j31MHF0jMX/OOfDII3I/5s+X6zXvzXRvd1MjMV9WJhx7vdKGdua7u+U7n8p8Ts7omG9rkz69oECuIRazvgt2pTKvKBIoURSxc7/85ZnHPMj1/vnPQ20zEI6ee04em/1NLCbt7vXK/DM7W/rk006DH/1IjjXnn+mY/8lPLOb9fjhwYCjzn/602IvhsMyj0jG/dq0E+xRFruOjH7USkWZCu8PIzFdUyHw/HfM9PdLHpOvnv/71ZObr6madc3a0mjDnbEFBwZDnFi5cyNVXX83VV18NiLP24Ycf5sknn+QPf/gDf/jDH1AUhfXr1/OPf/xjoi7lqPrCF74wquM2b958zOeYicfOSm3cKF/2E04QIzA/34qUmwOZGTEPhSynpD3LNjtbHLiGIR39c88lZ5uav83BYbp2suYAZo8w2q+9oUGi3T6ftIWmWYOazyft9tJL0pGqqrzmueekCJyZoWK+R2mpnPd//1eypXp6pL0feMAajMwBCsRIXLJEnFj9/TJxd7tlEDAHtdtvtz7LqadORYtNnVwuyRzctk0cSv39Fm8DA5JFeOON1joWs53tHK5bJ1HxW26R1w7HvOl0Ly2VdjaNETNaDxK4qKiwHDjPPpucbTobmQ8EhHc787m58v9vfGMo82Ymop158++aGskWKS8X5/Zdd0mblpeLMQfCsJ35cHgo87/5jfVZZhvzppG3aZMwPjAgxpyuy4SuvHzimDczSkpKpK0dDnkvMxMFxKAsLxfevV4xFO3ZprONea9X+p1oNHnykpsrDrpvfnNszO/ZYzF/7rnwu98Jz3bmzzjDYn5gQN43lfnHHrM+y2xk/swz4fHHZYzt77cmMbGYZNtMFPNm5mBhoQSSwHovk3mPR+6hxyP3/emnk7NNZyPz5oooO/N+vziTvvOdocyb41465nfssJhfvVrsHVVNZv7ccy3mAwFxUqYy/8ILci0Aa9ZMefNNqlQVzj8f/vAHq5ihyaGmWY6LiWDe7Rbm8/OtLEXzfUzm3W7JXvb5xIn79NNw9dWzl3mfTxgPBKQdTOZ9Psl2u+UWi3lTv/nNUIevadNv2WIxv2wZ/O1vVhatyfwFF1jMB4Ppmd+921qVt3p1ckb6TJeZcPLAAxbzZgA0GhWWJ4r55mZhPidHAklgOSTNNnW5ZBzw++U+Pf10cob1TGEeRsf9tm3CWzRqMW+OdaoqmeSf+tTomX/lFYv5efPgj3+UNrczf/HFFvOhUHrmm5stv8OKFdZceDbITDi57TYr4cTO/Fhsm5nA4SRpwpyzhYWF9PX1kWtmp6TRwoUL+cIXvjDoKHzttdd48skn6erqmqjLyCij9NJ1+fIvXChZRA0NVgZtJCIZhYYBb387vPiidKYNDVYWlcMhTqrSUuls+/uTBwVT5t/2jMfpJl0f+drNJcVmBrEpl0uMuYEBq6TDhg0yedm0yco4sJ/rllvk9803S5v98Y8ykF1yiSxZKC6W5QuJWoeDSyjz8iTyuXDh0MI6W7bIb0URZ+5sU3W1GKtHjshkOhKRz7po0dD6OyPdy02brMfpmO/sFMNc06yyBXv2iGFnZ76i4vhh3lxWbMosaxIKjZ55+4R+3TpZrgyS+fD44zKRV1UxrCGZ+Xe8Q1gfjnmYfZN2kIBES4u15M9kft68yWE+FrOY37dPMlAURdq7okKWXh1PzJvZmyDMu1zyvNs9dubf/GZxcIFkSGzZImMqWBMYO/MXXSTfjZGYn23OWZCyPQcOCPM9PdLnK4pkWk0W8zk5wvz+/bJKyM78vHnHD/Pd3cK4mS1vrpgwbZ6xMv/Od1r34ZRTZInsU0/J3+mYX7NGviepzNsTQmYj8ytXyqqpxkaxbQYGxO4uLJx85mtqrKC0+T2rrDx+mO/qEuZNqaqVbamqFvMg7XvgQHrHl2nTX3mlLLEHKf8TCsFf/yp/p2N+6VLJzj3e+vk1a6Q9GxuthIt4XNrkjjsml/kDB5KZLy21SrXMZOZh9NybJZrAKmPjdMo8x+WSTM3KytExf+21kqkLMk/Lzpbl+WAx7/dbzJeXS5DzeOvn7cH3/n4rEJedLaUUR8u8+f/jUBPmnL366qv54he/yJ133jnq16xevZrVq1dP1CVklNHwstdvuf12WeZjboMYCknk6ppr4PLL4f3vFyNdVaUTz8+Xn7Y2K8PniivSp/TD9I/yjFTLZsMGiaL/9a/SBmaNKrfbyiQuLpa/i4rkNeecI5ProxkU5iAG0nmXlEjHa0Ylwaq3qSgysNlLFoAYmPX18njZMmt5/mxSXp41uH/yk1LXyOmU+5a6xGOke3nvvdbjVObdbliwQNr/3e+WJfOHD8v9zcsTYy8vz1rKeTwx39ws332HQ35rmrA6WuZBMow/8hFh2DTsOjrkvpaXJ3aBSTiBTYbN2mKpzEciYmiCvLaiYpyNMI1lZ/7aa6XNnE5xVk8289GovHc4LA7bri4x5o8n5ltbLebNJcGlpeNjfvlya/LR2SnnMTORTdbtzBcWDmXeLH0Dkmm+fPl4W2H6yrQrUvv5Cy+cfObNTNpAQJg3swuPJ+bNkhIm87o+/n7+7LMtW6ejQxzd5eXCsX3SDoMb8QxhHqzvjaIMfw9msuz9/Mc+JgF6RRHHxWQzHw5bzOfkiMPAzGo7Xphvb7fsGpP51H5+wwZ5fu3akW36j33Mcs52dkrywEjMZ2ePzDzMzsCznfn3vlcyxwcGhNHJZj4UEuYHBuReDAzMDuZh9Nx7PMn1xc0ki8JCi/t160bHvN0529EhdonJvDmPNVdchcPiLE/H/GwPSNhtmze+UYKYLS3S79pLssHR7+Nxqglzzubl5XHJJZdw+umnc99993HKbMxoy2h2aO1aWWJmFrN+/nkZ2K66Sjpov18cgFVVlgOlvFwe19dLpqe9Xsps08qVMuhs22bVL9I0GXTmzJGJ3QknWG0wWoPCNNhAstXMurH25+3O1oGBoeczJ+wwOw05sDbHMQ1aM8PSrG00HqUyX1QkBoLTKRnKjz5qMV9RYS25MYzjj/nSUglKgHz+BQvGxvyGDZZRYZ94NDVJFLm8XDa8MHU05nfutMqrzEZDDjLMvx6yM19WJlkOIJOYysrxM3/woPW8uRGEuQwwNSAB6Zmvq7NqAq9alZzZO1s0HPPHEnDMMD+y7MyXl0v2GQzudk40Oj7mTec2SLubzGdnywQdjs58Z6d1PeZGhLNNduYLCqw64Jl+fvJkZ76iQvpWUwsWiG1hZx5GZ9PbN6Xq6JA+2tzwy9zszuOxSgelY/54CTyDtFVxsXyvzT5/vMowf3SZ3G/dam1wHA5bK0XGO4/Ny5Osf3uyBQydx5pL+lOVGnhetuwYPuQ0VWo/n59vBcVmU9mSSdSEOWe/9KUv8cMf/hCAU089lfz8fC655BIuvfRS1q1bN6WbfmWU0VFlL2Ztj2ypquze2N5u1SY06zSZ9Tnf8AZrecJslKrKJhjXXWftXA8y8JsZlfaaMaOVGZkHWT5vaizO2dm+HASSN3ExnYRw7FnCqQXc7Y/tzAcCck/MIvbHG/O9vTKh0HWrdt14mTcnKTB+5md7lB0sYw7EiW0qw/zkaTjmXa6JY/7QIaueYKafT5ad+Uw/PzVKZd7pFMeRWXN5vMzn51ubzrS3W5tQ2Zm3O1uPFnjOMD82ZZgfXqnMu1ySbOFyWSulxsO8wyGOl64uqxQWyHfBLJ9gOiHNEhap2rHD2phstjJvt+e7u63xMMP85MrOfTgsbeF2y/+OdR7b2ytOcTO4ZN83BeTednRkAs+Q/N2fjStdJ0kT9u08ePAgtbW1bN68mTvvvJOLL76YJ598kk984hNUV1dTVFTE+9//fv71r39N1FtmlNHk6Hvfk2Uhp5xiLX3q65OO9Le/lf/PdpkbbxUVWcug4vH0tcFGK/ukvabGejzaSbthWI4qt1sKqc9G2Qe2w4etx5M5sGWYt5gvLLSWeB8r8/aAxHiYh+PDOWufwGSYnzqlY17Xj435nByrhvj+/dbzY3FUZZifHGWYT2berK0+XN3T0UpRrL6+ocFa6WBnXlUlUwqOzvxsXRWUYf71kZ15mBjmwWK+q0ucVZDMPFj39nhlfrICzyMpw7zI5H7uXAkYmBukTcQ8VtOsEnvmPNmUad+Ew1bwwdRsL+MByf18xjk7Lk1Y5uyiRYtYuHAhILVkr776agDq6up48sknefjhh3niiSd48skn6TQ78Ywymq5Kt2zEXtD7eFBdnUy0b75Zaq+98IJsclFXN75BzR5ZNCcvkFxz1t55BwLJr29ultqIII5ZMwo622Qf2KbKmIMM8zDxzPv9srQvEhkf8wMD1oZiixZZS59nm16PCQxkmIeJZ95cvtnSMjzzbreVuZU6adc0WYILwvtsXXWVYf7100QzD9KO7e3DMw9yb4PBof28YViTdrdblh3PRmWYf/00GcwXF0vQ2b5pTzrmwdr8zb6s+XgIwmWYf3010dzbEy7Mvn445kH6ezPDFo4P5u1lalpaJMkFMs7ZMWjCnLPf//73+dKXvoSiKKxfv56LL74YgIULF3L11VcPOmt7e3sn6i0zymhylbps5HjSxo2yG/FHP2rVVVu3TmoR/vKX8vdYi3VnZcmPuazH1GizCI+HQQ1eP2MOMsxPNPOmo8p+HyGZeZ/Pqt2WyvzWrdZOsxnmJ0cZ5ieWeZAJjFnnzlS6jKru7qHM79snG5mAMD9ba5RlmH99NFnM21cGmUrHfFvbUOaPHJHnYXYHnjPMvz6azH4+VcNlzhqG9Otm9nh/v7WyYtGi5KSE2aQM86+fJoP70fbzpgYGLOesPfBcWCjXMRtlbv46MDD1zM8STZhzFsRBC/CavXZSivLsHVVGGWU0PaXrsgvxcLsU2yPlY1FxsdQhtGu0y12Ph+UgkGzMRSLW49m4Qch00mQxX1Q0snPWrMvW3z8y87PZOWufmNmZzxhzk6vJYj51spLuOdM5m5pFeLwwn+nnXx9Npm2TquEm7dGo/JhO2OMx8Jzp56dOr2c/n2rTm87Z4yXw7HRaSSmZfn5qNRncj8c5a2rvXivwvHr17A08g9j0AwMZ5sepCXXOmlq9evWw/+vr6yPXnuKdUUYZTT8dbZfi8aqoKNk5a6/VBmLImMvA7YOavd6s3w9Ll47/Gqa7hgtgZSYwk6vJYn60xlw656zJvKpK/bDZqgzzr48ms59P1XATmGAwebnr8eictSvD/OTq9e7nTQUC6Z2zsznw7HbLShHTQWEqM2mfXE2Hfh7EvjGXgB8vAQkQR1XqisFMPz/5mgzuj8U5e7z08yD2jb2uOGSYH4OmrPhIX18fn/zkJym0153MKKOMji+lDmyFhdbmMabSbSBQWysF7UGW6czmukmZSfvsUirz5i7HdpmTU7MuG8hur2Yg44QTrIyT2agM87NL6SYwqXXZTOYNw8qeDYdh9255XFEB5eWTd42vtzwe+UlVhvmZqfE4quD4CjxD+r4+w/zM1Gj6+aM5qmZ74BkyzM8mpevnR8v88RJ4hgzzx6hJ93DU19dz7bXXUlBQwD333INhTjwzyiij40+pA1u6ZVHpnLPHU5Q93aCmKJnskpmq1AlMUdHQ4ILJvKbJclc4vpj3ejOOqtmk1H7e7U7eJALST2B27LB2N57tmSWQvs5ihvmZqfFmVNkDz6tXz+7AM2SYn00ab0DieAo8Q8ZRNZs03n7eHnieMwfKyibn+qaLMswfkybNCqivr+d973sf1dXV3H333axbt25wU7CMMsroOFXqwDaSczYctnZ5PJ6Wg/h8spN56nOzuT7RbNZYAhJgGXPHk3MW0htzmYDEzFS6fj61/zoa87O9n4cM87NJqf28uQGqXallDSDTz0Nm0j5Tlc5RlfpchvlMQGI2KT9/qC1ztPI1kBx4Ph6Yz9g2x6QJd85u3bp10Cn78MMPc9lll1FbW8sTTzzBmuPB2M4oo4yG11icsyADm32Hy6IiWLBg8q7v/7d3/7GR5nUdwD/dO+A473Zn2yP02BXZzp0IeBinu4mJiX/ojCYmJhg7u39oNkJybTRqELydLSeeysW9VsOfhjaSO6sxQAtESYyhwwWDAcztjgiCoHZAs/X0YGdnDxEFb+sfT6a/u51pZ/q087xeyaU7zzz3zDPP8/nOd+b9PM/3OQwGBrZ2bL7IHV2d1nxraIPWD5hXvCLiTW/q3fodFptr/uUv33qQgqNhL5/zERsv+8vCXaYFVf2jnZrf7oanWQuq1Hz/OHFi47BkJ06sjaPcoubVfD+5665kOL6WgYGNjyMceI5Q8/vUtXD2c5/7XPzUT/1UjI6ObghlP/ShD8WZM2e69TLAUbaXoOof/zE5izai/+9w2SKc7R+ba37z+FQRW2t+eTni619PHj/ySDZCSjXfPzafRdhOzX/zmxH/8i/J43x++7ON+s3m9zgwkFwlwdFz330bg6l2aj5rB54jnFHVTzYHU+3UvAPPCd9vjq713+nvdN+UiLVwNmsHnp0tvi937z7LnT377LNRqVSiVqvFyspKjI+PR6VSEcgCGz3zzNrYai2tcHZuLuL27eTumps7tqwdZY/Y2rHp1I6mZ55ZG5qjZbua33x2SSukishOzQtn+8MzzyTjZq6/K3s7n/N/93drN8PLcs1n4eBjv2nV/NBQxPPPJ9PaqfkvfWntwHOhkI19L5ztD62af+CBiBdeSKa1U/PXr2fvwLOgqj+s/5xvaef7fBYPPDsgsS97PnP22WefjXPnzkWpVIpr167Fo48+Gjdv3oz3ve99gllgq2PHIj7ykYj/+I+1aa96VdKpPf302o0w7hTOZuFykAhBVb84diziT/80otlcm9ZpzWc5qOLoOXYsqe1bt9am+ZzfnprvD62ab4VOET7nd7K55u+5Z+uZZxx+rZq/fn1tmprfnqCqP7Rq/qtfXZvWTs078JxQ823ruEf8yEc+EpVKJer1eqysrMSlS5dicnIyTmy3IwBaLl5M/r7jHcnf4eGIT34y4qMfjXjrW9eeX/8B/o1vRHzxi8m/T5/e/rKpfuRHe39o1XSlkpwhNTwc8elPR3z84zvX/De/mXyZi0jucP/wwwe7zmnZfDaBs6mOplZNP/54UtfDwxFXr0b8zd/sXPP/9V9rl/3ddVfEm998sOucFldI9IdWTT/xRBI2Dg9HfP7zyef4nWq+Xl97nJUf7Wq+P7Rq+j3vScL14eGIL3854itf2bnmv/WtjZd3Z/Ug3F13bR2bl8OvVdNXriR/h4eToPZTn9pY85vPnM1izW93drDv9G3rKJz98Ic/HOVyOU6ePBmXLl2Ky5cvC2WB9l28GPH+9yc/XP7zP5OjiW9721qnFrHxy9ynP712WXhWfrxE+AHTTy5ejPjAByI+85mk5r/73Yjx8Z1r/nOfSwLaiGRsqmN7vsDlaHFAon9cvBjxsY9FVKtJzX/72xG//Ms71/xXv7p2BtYb3pCdcVfVfP+4eDHiE5+I+Iu/SGr+m9+M+LVf27nmv/71ZFiDiGwfePaD/ei6eDH5XvOBDyQ132hEvPOdO9f8iy+uXd59//0RDz10sOubFsPX9I+LF5Pfr+9/f1LzL7yQnHyxvuZf/vLkv+98Z+PZ4lk68Gz4mn3p6Fffz/3cz8XVq1ejXC5HPp8XzAKde+yxtXF7XvayjZ1axMYP8M9+du3fWQpn/WjvL5cvJ1/MTpxIgqfNNb9+/66v+awcZY9Q8/3mXe9Kav57vif5Id5uzfuc56h697uTswjvuSc5wHqn7zbXrmXzwLOa7y9PPLEWRg0Nba35V75yLYj80pcceI5Q80fdE08kN7O7++5kzOXNNR+xto+Xl9cOPL/xjdk58HzvvRuHq7n33uy09y7oeEsVCoV43/veFz/xEz8Rly9fjj/6oz/qxXoB/arRSG4E8LrXJXcrnpvb+Pz6Ly7/+7/J34GBiB/+4QNbxdT5Mtdfvva1iB/8weRMke1qfv2P9lbNR2TrR7uzxfvLF76Q1PwP/EBnNe+ABEfVpz+d3H3+TW9Kglc1v5XP+f7y8Y8nVzs88khyJdzmmh8YWNvHWa35++7bGEyp+aPtox9Nav7Nb0726+aaj1j7rM/q9/mBgY3fb9R8R/YcY585cyaeeuqp1ZD2D/7gD7q5XkA/ag2c/ra3RSwuJuP0PP30xs5tuw/xhx6KOH784NYzbX6094+91vwDDySXu2aFmu8fe635V7wiObskK9R8/2in5ltn1a6XtQPPmy/pVvNHVzs1H7H9PhZUcRS1av6tb02GbVLzO1Pze7bvW2S2Qtpbt27F5cuX44EHHojx8fE4nqUgBdjd+k6tdRlI6+/TT6891qkZl61f7LfmszQumZrvD+3W/CtekQx70Lq0OyLih34oW3duP348aeOtOzmr+aOp3ZqPSD7r/+d/1v7fhx5Khv3IimPHkrq/dSt57Ef70dRpza+XtQPPEcn3m5s3k3/7nD+a9lPzWTvwHCGc3YeufQs+ceLEakj7e7/3e0JaYKPbtzd2ai2tx7dvJ3+Fsy796xft1vx2X9azdNlfxNYz49X80dRuzbcud22FNBHZ+5w/diwJ5l58MXms5o+mdms+ItnH3/jG2uOsfc5HJN9vhLNHW6c1v17WDjxHbPxOr+aPpv3UfNYOPEcIZ/eh65WyPqSdmZmJgYEBIS0Q8Yu/uPNzrc7tmWc2dnARSYf25jcnRy1v377zcvrBM8+snUnV0urYsrIN+kW7NX/sWDJg/n//99rzhUJ29ndrG9x//9oNQ9T80dRJzW8XzmZlf7e2wYkTW8PZrGyDftFpza+X1ZpvUfNH035qfnQ0O/tbzfcPn/PtUfP71rNbp504cSIee+yx+I3f+I2YmZmJycnJWFpa6tXLAf3g2LGIP/mTiK9/fW3aG98Y8aEPJZeNZOFuj60B5luXQEUkHVvrkposbIMsOXYs2a/rz6b63u+N+Mu/zM7+bm2DGzfWpqn5/tXa38vLa9OOH09uqJSV/d3aBs8/vzZNzfev1v7+6lfXpt19d8TnP5+d/d3aBl/72to0Nd+/Wvv7y1/eOP2f/zk7+7u1Df7pn9amqfn+1drfX/jCxun/+q/Z2d+tbfAP/7A2Tc13ZGBlZfMpWr0zPT0dTz31VDQajYN6Sfbg9OnTsby8HKdOnYrr16+nvTpkzdxcxDvfmYxLNTwc8fDDyZe57S4n6VdzcxGXLkWcPJlsgwsXIj74wWxtgyyZm4uoVJJL34aHI17zmoh///ds7e+5uYh3vSs5e3Z4OOJnfibiYx/L1jbIkrm5iMcfT760Dw8ntd9sZmt/z81F/NZvRbzylck2+PEfj3j22WxtgyyZm4v47d9Oxh8cHo542csivvvdbO3vubmI3/3d5L0PD0f8yI9EfPaz2doGWTI3F/Hkk8n44sPDEd/5TsTLX56t/T03F3HlSvLv4eGIRx5JwrssbYMsmZuLeOqp5ArI4eHk6qATJ7K1v+fmIn7/9yP+7/+SbZDPRywtZWsbbKPdfO1Aw1mOBuEsqfvRH4340peScakeeijiV34lex/oP/mTEc89lxxlfOSR5I64WdsGWdLa3wMDEa97XcTb3569/f2zPxvxyU8m2+BNb4p49NHsbYMsectbIv76r5P9fepUxGOPZW9///zPJ2fJDwxEvP71Eb/0S9nbBlmyfn+/+tURk5PZ29/j4xHz88k2yOcjfvVXs7cNsmT9/h4ainj3u7O3v9/+9og//uNkG3zf90X8+q9nbxtkyfr9feJExO/8Tvb29+OPR/zhHybb4DWvSU44yto22KTdfM25xcDh82M/lnyg33VXcrlrFj/Q3/OetTOqXvaybG6DLCkW126Skctlc38/+WRS8696VcQ992RzG2TJT/90UvMrK8lVAlnc308+mYw3PTiYnEWcxW2QJW95y1rNDw5mc38/+WRyE8zjx5PgIovbIEvOn/c5/573JFcF3Xdfdtt9lvzCL6j5J55IPt/vvTf5Tp/FbbBHwlng8Hn1q5NhDR56KOKll5JLJLLmK19JzqR6zWuSS0OyuA2y5N57k5p/+OHkC10W9/e1a0nNv/a1aj4Lbt9OvrTn88mBuCzu7099KuL7vz/izBk1nwXNZvL95syZ5PLuLO7vv/qrpJ97+OHsfr/Lkn/7t+Qkg9e+Ngnls7i/P/rRpJ97/euTfi+L2yBLvvjFiAcfjDh9Ogkos7i/P/CBpJ97wxuSx1ncBnsknAUOl7m5iD//84jf/M2Iz3wmGaPm6aez9cHeGjj9rW+NWFzM5jbIkrm5iA9/OKn5v/3bbO5vNZ8tc3PJONqPPx5x9Wo297eaz5a5uYg/+7NkKINaLZv7W81ny9xccpPfy5cj/v7vs7m/1Xy2zM1FPPNMch+J1tjCWdvfan5f7k57BQBWrf9Ab10C0fr79NMbH/cr2yBb7G/bIGvsb9sga+xv2yBr7G/bIGvsb9ugC4SzwOFx+/b2d3NsPb59++DX6aDZBtlif9sGWWN/2wZZY3/bBlljf9sGWWN/2wZdMLCysrKS9kpwuLR7NzkAAAAAYKt28zVjzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQAuEsAAAAAEAKhLMAAAAAACkQzgIAAAAApEA4CwAAAACQgrvTXoGDND09HTdu3IihoaFYWlqKUqkUY2NjPVtG2vOWSqUoFApx4cKFKBQKUa/XY2ZmJprNZszMzHT0vgEAAACA7spMODsxMRH5fD6mpqZWp5VKpWg0GjE+Pt71ZRyGeRuNRkxPT8f09PTqtGKxGIuLi229XwAAAACgdwZWVlZW0l6JXqvVajE6Ohqb3+pO0/e7jMMwb0REuVyOc+fOxXPPPRcjIyNRKpWiWCzu+l5Pnz4dy8vLcerUqbh+/fqu8wMAAAAAa9rN1zIx5uzMzEwUCoUt01vTFhYWurqMwzBvRMTg4GBcunQp5ufnY2pqqq1gFgAAAAA4GJkIZ6vVaoyMjGz7XC6Xa+sy/06WcRjmBQAAAAAOt0yEs/V6PQYHB7d9bnBwMK5evdrVZRyGeder1WoxOzsbtVpt2+cBAAAAgIPX9+Fss9m84/O5XG7XeTpZxmGYt6XRaESlUlm9WVij0YjR0dGo1+t3XFbL888/H6dPn971v/e+971tLQ8AAAAAWHN32itA75RKpRgfH199XCwW48KFC1EqlWJpaWnX///27duxvLy863wvvvjivtYTAAAAALKo78PZXC53x+d3OyO102Uchnlb1gezLcViMSqVSiwsLMTY2Ngdl3ns2LF48MEH7zhPRMTx48d3nQcAAAAA2OhIhLP5fD4ajUbb8w8ODsbi4uKON89ar9FotDVft5aR9ryteRYXF3cNZx988MG4fv16W68PAAAAAHTmSISz7VyCfye5XG7HcLfZbMbZs2e7uozDMG+5XI56vR7Xrl3bdv5Owm4AAAAAoPv6/oZgERHnz5+/402wSqVSV5dxGOat1WoxODi4ZZ5WKHvu3LkdlwMAAAAA9F4mwtlyuRy1Wm3LuKzVajUiknFYu7mMwzDv2NhYLC4ubnkfCwsLEbH9eLQAAAAAwMHJRDhbLBZjbGwsrly5smH61NRUzM/Pb7nZVj6fj3w+v+dlHIZ5JycnY2JiYsN8tVotrly5su17BgAAAAAO1sDKyspK2itxUKanp+PGjRsxNDQUS0tLUSqVtr0p1ujo6OpNxfa6jMMwb7PZjEqlErlcbnU4hMnJySgUCjtuo4iI06dPx/Lycpw6dcoNwQAAAACgQ+3ma5kKZ2mPcBYAAAAA9q7dfC0TwxoAAAAAABw2wlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIwd1prwActPe+973x4osvxvHjx+Md73hH2qsDfUtbg4OhrUHvaWdwMLQ1OBja2uEysLKyspL2SnC4nD59OpaXl+PUqVNx/fr1tFen6/r9/cFhoa3BwdDWoPe0MzgY2hocDG3tYLS7nQ1rAAAAAACQAuEsAAAAAEAKMjXm7PT0dNy4cSOGhoZiaWkpSqVSjI2N9WwZvZo3IqLZbMajjz4aFy5cuON83XjPAAAAAED3ZSacnZiYiHw+H1NTU6vTSqVSNBqNGB8f7/oyejVvuVyOwcHBiIhYWFiICxcu9PQ9AwAAAAC9kYkbgtVqtRgdHY3Nb3Wn6ftdRq/mXa9er0c+n4/5+fltz4Tdz3vu94Gh+/39wWGhrcHB0Nag97QzOBjaGhwMbe1guCHYOjMzM1EoFLZMb01bWFjo6jJ6NW8nerVcAAAAAKA7MhHOVqvVGBkZ2fa5XC4Xi4uLXV1Gr+btRK+WCwAAAAB0RybC2Xq9vjpO62aDg4Nx9erVri6jV/N2olfLBQAAAAC6o+9vCNZsNu/4fC6X23WeTpbRq3k7sd/lvvDCCxERsby8HHfdddeur3f//ffHfffd18kqpur5559f/Xv69OmU1wb6l7YGB0Nbg97TzuBgaGtwMLS1g9Hazq2cbSd9H87SuZdeemn137dv3951/lu3bsWtW7d6uUo9cfv27VheXk57NaDvaWtwMLQ16D3tDA6GtgYHQ1s7GOtztu30fTiby+Xu+Hw7Z6Z2soxezduJ/S73nnvuiW9/+9uxsrISx47tPvLFUTtzFgAAAAB66YUXXoiXXnop7rnnnjvOdyTC2Xw+H41Go+35BwcHY3FxcccbYq3XaDTamq9by+jVvJ3Ybbnf+ta3uv6aAAAAAMBGRyKcXVpa2tf/n8vldgx3m81mnD17tqvL6NW8nejVcgEAAACA7tj9mvU+cP78+ajX6zs+XyqVurqMXs3biV4tFwAAAADojkyEs+VyOWq12paxVqvVakREFIvFri6jV/N2olfLBQAAAAC6Y2BlZWUl7ZU4COVyOUZGRmJqamp1WqlUiomJiRgbG9swbz6fj4itwyl0soxezdtSq9VidHQ0ZmZmYnx8fN/vOQump6fjxo0bMTQ0FEtLS1EqlTK5HaAbSqVSFAqFuHDhQhQKhajX6zEzMxPNZjNmZma2zK/9we6azWY8+uijceHChTu2j07ak7YHW7XT1vRzsD/NZjOuXLkSzWYz6vV6NBqNmJyc7Ep/pb3Bmk7amr7t8MpMOBvRfmGNjo6u3lRsr8vo1byVSiXq9XrUarWo1+uRy+WiWCzG4OCgxnQHExMTkc/n49KlS6vTSqVSlMvlHcNtYGejo6NRq9U2TCsWi9t+bmp/cGflcjkGBwcjImJ2djbm5+d37Ks7aU/aHmzUSVvTz8HeNZvNqFQqMTU1FblcLiLWTi4aGxuL+fn5DfPr22BvOm1r+rbDK1PhLNnU+nDaXOo7TQd2Vy6X49y5c/Hcc8/FyMhIlEqlbYdL0f6gffV6PfL5/I6BUSftSduDne3W1iL0c7AflUolJicnV8Oilunp6ahUKrG4uLjanvRtsHedtLUIfdthlokxZ8m2mZmZKBQKW6a3pi0sLBz0KsGRNzg4GJcuXYr5+fmYmpracRxr7Q+6p5P2pO3B/ujnYO8WFhZidHR0y/RWO1p/Np++Dfauk7YWoW87zISz9L1qtRojIyPbPpfL5bY9hR/oDu0PuqeT9qTtwcHQ1mCrkZGRaDQaW6a3zu5b/5y+Dfauk7bWCW3t4Aln6Xv1en11fLHNBgcH4+rVqwe8RtA/arVazM7Obhm7qEX7g+7ppD1pe9Ad+jno3OLiYty8eXPL9FY7Onfu3Oo0fRvsXSdtbfPz+rbDRThLX2s2m3d8PpfL7ToPsFWj0YhKpRKNRiPGx8ej0WjE6Oho1Ov11Xm0P+ieTtqTtgf7p5+D7puZmYlcLrd6MyF9G/TG5rbWom87vO5OewUAOHpKpdKGzr5YLMaFCxeiVCrF0tJSimsGAPunn4PuqlarUa1WY35+fsvNi4DuuVNb07cdXs6cpa/t1vE74gN7s/kobETSudfr9dUB4rU/6J5O2pO2B/unn4PuKpfLMTMzE2NjY6vT9G3Qfdu1tRZ92+ElnCXTGo2GI7fQJa1B49sdIF77g+7ppD1pe7A3+jnYm3K5HJOTk9sGQ3eib4PO7KWt6dsOB+EsfS+Xy+14l8Jmsxlnz5494DWCo61cLsfo6OiOz69vb9ofdE8n7Unbg73Tz0H3VCqVOHfuXFy6dGnb5/Vt0B27tTV92+EmnKXvnT9/fsMA15uVSqUDXBs4+mq12rZ372x14OvvCqr9Qfd00p60Pdg7/Rx0x+zsbAwNDW0Ji2ZnZ1f/rW+D/WunrenbDjfhLH2vXC5HrVbbMjZKtVqNiGSMFaB9Y2Nj21720hqnaP1lNNofdE8n7Unbg73Tz8H+VavVaDab257Ft7696Ntgf9pta/q2w004S98rFosxNjYWV65c2TB9amrK3UJhDyYnJ2NiYmLDtFqtFleuXNnSprQ/aF/rC/BOl5F10p60PdjZbm1NPwf7U6/XY2JiIpaWlqJSqUSlUomJiYmYmJiIUqm0OsZlhL4N9qOTtqZvO9wGVlZWVtJeCTgI09PTcePGjRgaGoqlpaUolUrb3sEQ2F2z2YxKpRK5XG71kpfJyckoFArbzq/9wc4qlUrU6/Wo1WpRr9cjl8tFsViMwcHBmJmZ2TJ/J+1J24M1nbQ1/RzsXT6fv+Ml0deuXdvSlvRt0LlO25q+7fASzgIAAAAApMCwBgAAAAAAKRDOAgAAAACkQDgLAAAAAJAC4SwAAAAAQAqEswAAAAAAKRDOAgAAAACkQDgLAAAAAJAC4SwAAAAAQAruTnsFAACAnS0sLES9Xl99PD4+HrlcrmvLr1arUavVVh8Xi8UoFApdWz4AADsTzgIAwCE2MzMT1Wp19XG3w9PFxcWYnp7e8HrCWQCAg2FYAwAAOAJu3rwZKysrXQ9Op6amYmVlJebn57u6XAAAdiecBQAAAABIgXAWAAAAACAFwlkAAAAAgBQIZwEAAAAAUiCcBQAAAABIgXAWAAB6pFKpRD6fj4GBgTh58mSUSqWYnZ3tyrLr9Xrk8/moVCpRr9ejXC7HyZMnI5/Px8TERDSbzYiImJ6eXl2H0dHRWFhY6MrrAwCwf8JZAADogVKpFNPT01EoFOLSpUtRLBajXq/H1NRU116jXq/HwsJCjI6ORkTE+fPno9FoxOzsbJTL5SiXyzEzMxPFYjGKxWLUarUol8tRq9W6tg4AAOzd3WmvAAAA9JtmsxnVajXGxsZifn5+w3P1er2rr1Wv12NmZibGx8cjImJqaipOnjwZ1Wo1CoVCLC0trc47MTERs7Oz8cEPfjAKhUJX1wMAgM45cxYAAHqkNbTAeiMjI119jVwutxrMth4Xi8WISMLY9crl8o7rBQDAwRPOAgBAl+VyuSgUClGtVuPkyZOrZ6z2IhS9U9h79uzZDY8HBwcjIqLRaHR9PQAA6JxwFgAAeuATn/hEjI2NRbPZjNnZ2ZiYmIgzZ85EtVrt6uu0Atft5HK5rr4WAADdJZwFAIAeyOVyMT8/Hzdv3oz5+fkYHx+PZrMZpVIp7VUDAOCQEM4CAEAP5XK5GBsbi5mZmZiamoqI6PrZswAAHE3CWQAA6LLWUAab3bhxI4W1AQDgsLo77RUAAIB+c/Xq1ZiYmIhKpRJnz56NkZGRqNfrUa1WY2RkJIrFYtqrCADAIeDMWQAA6LJisRiLi4tRLBbj6tWrMTs7G/V6PcbHx+PatWtprx4AAIeEM2cBAKAHisViT8+QHRkZiZWVlW2fW1xc3HZ6oVDY8f8BAODgOXMWAAAAACAFwlkAAAAAgBQIZwEAAAAAUmDMWQAAOAKuXLkSQ0NDMT4+HrlcrmvLrVarUavV4rnnnuvaMgEAaI9wFgAAjoDp6emISG40VigUurbcxcXF1WUDAHCwBlbcrhUAAAAA4MAZcxYAAAAAIAXCWQAAAACAFAhnAQAAAABSIJwFAAAAAEiBcBYAAAAAIAXCWQAAAACAFAhnAQAAAABSIJwFAAAAAEiBcBYAAAAAIAX/D/XhH+l0OtkKAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_final)}{(nux - nux_final).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_final)}{(nuy - nuy_final).abs().item():.4f}'\n", " rf'\\quad C={c_final.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 182, "id": "bab82359-c201-40e6-989b-edbaa8f1652e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1.6986e-05, dtype=torch.float64)\n", "tensor(1.0979e-06, dtype=torch.float64)\n", "tensor(9.5547e-08, dtype=torch.float64)\n", "tensor(1.3372e-08, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_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", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\n", " value = global_observable(global_knobs)\n", " residual = global_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", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 183, "id": "104e09b9-0539-469b-97c7-9da0347cb255", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "error.flatten()\n", "\n", "for name in QF:\n", " error[name].kn = (error[name].kn + kd).item()\n", "\n", "for name in QD:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 184, "id": "8e9328c9-3745-480d-834f-64419ac42549", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_final, nuy_final = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 185, "id": "68ab4016-bd9d-43d3-bfd8-8865bfc95de5", "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(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 186, "id": "8668610d-e453-4695-973c-5aefa420b792", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 187, "id": "b66ecb3c-5577-431d-b333-763037c12bbd", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 188, "id": "cad0bc35-dba8-4fde-9562-3dc47c6d4244", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_final = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 189, "id": "23f36c3d-20b3-472b-aff5-152c84ab3d83", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.4279e-05, dtype=torch.float64)\n", "\n", "tensor(2.6971e-05, dtype=torch.float64)\n", "tensor(4.1914e-05, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()\n", "\n", "print((nux - nux_final).abs())\n", "print((nuy - nuy_final).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 190, "id": "52d8b26f-48dc-4e99-8779-d17fa8f0919a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(2.5678e-05, dtype=torch.float64)\n", "tensor(7.2546e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_result)\n", "print(c_final)" ] }, { "cell_type": "code", "execution_count": 191, "id": "e3d72cb6-6d19-4fc4-a6f7-930d1ca7e5ea", "metadata": {}, "outputs": [ { "data": { "image/png": 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kbP7O7wC337466jkxQRv74cOkkKZSlNJ/552rhSTj/EJUvL3hBuDVr6YI0s/9HPClLzFvGf7hVC5LJWBwMPjzjo8Dv/qrZLRnMmTU79zZyF3mLcMLTt6GaSS9733Ey3oduP9+4LWvZd4y/CMKXUGcV8j2LVtWc3b3bprgu3EjNe4vl4GDB+l5t0AX4/xCFM5UgORsNks/Y2Pu+i1zl6EgOFOqHxCV4BPG2OgocOGF3oLvwAFgaAjYupUeheBjj/z5jah4a5pk9IyO0g/zltEOojLuASrZGxwkPu7a5W4kMW8ZbnBzpoZ5bqErXHYZ85bRHqLSFQoF+3e5P5BpkhN1fp6yAAcGgFiMHi+5hLIB77+fs/3Od0TlTC0W7d9l3gLMXYbSYKdUPyDsensBWfA5FQUWfIxWiCK1udV5mbeMVnDK2DC5u7REj6xoMtpF1M5UATbuGe0iKl1ByFvneQ8doqy+jRsBTaP3PfccXaemARs2AE89Re9jnL+Iypkq89apr8jcNU1gchKYm6PXmLuMiMFOqX5AVIKvmVNKFny1GjU2FcKRBR8DUCOK1Iy3pkkcfeEFeo15ywCizTgR3HX2snIaSc8/T0YSwLxlEKJ0pnrJXCdvZ2fJSDJN5i2DIAaSCKjgTJ2Zob/Tafp7bo4aoQvjPp2m6WczM+FdK0M9ROVMbZYpJXM3n6felOfO2a8zdxkRgp1S/QAVvPHO88qCb26OfmQhx4KP4eStGBceNGTeNtuwl5bo9/l5+3XmLSPKjBMvmSvz1jQpwySfJ+cVwLxlqJkp5TTuz50jI0mUTTFvGfV6Y6ZcmEEAL3k7NkYtAMRzQncRj+UykEzS+xjnL1S0zWTuOnkr3s/cZUQEdkr1A1TIOHEa97LgEwqFrFiw4GPIvLUsMj7CgNwngjdsRruIKlPKsrxlrhtvxf8AzFtGtBl+fo17oSMwbxkCqjhT5fPu3EmN+Keniasyby2Lnr/iCnof4/yFzJlKJbzAq1cvNKCRu055y9xlRAx2SvU6TLNR6KiwYQMs+BitEVU5SbNMKeYtoxWi4q3T4eRlJMnOfzaSGAIqlJ06r8Np3MuylnnLANQpO5V1BV2nyZDDw9SaQjgcKhX6e3gYuOOO1UNUGOcXonKoNsuUkrl75gxlU5smcZ25y4gYzLpeh4qlJECj4JuZYcHHWI2ouNvMmSrz9vRp5i1jNVRQNAFvI+nYMeKtyKxi3jKA3jDuazXibanEvGUQVNVxx8eBvXuBq6+m1yoVety1i54fHw/vOhlqwilzwwoENKtiAWzubttG5bHFIpVNM3cZEYN3+l6HKtHPZoLvwgtJ8C0ssOBj2FDBKeWWUi14u3078XZpiXnLsBEVb+WUfLfzCt5eeSXxtlJh3jJs9IJxX60Sb4tF5i2DoLqO+81vAjffDFx+OfBbvwV84xvMWQZBhQCW1znHx8nhf+WVwCteAXzta8xdRuSIR30BjDVCxXp7GePjwJvfDDz4IKXpv//9lIrPkU9GVMqmvGGLXlapVON7xseBD38Y+OM/pp4mX/gC85ZBUIG3btcBEG8feAD4jd8gx9Q99wD//t8zbxnR6grNepwAxNsbbgBuvJGGovze7wHvfjfzlmHzVNPsLLqw4Me413XqeTY6SlMkmbMMgDLsazX6PRaj7OWoqgEsi+4fJwwDGBykKae7doVzbQxGE7D07HXIGzYQbjO9VlEkAdMkwbd1Kwk+3rQZgK1cJpONfwcNmbeAN3fFhj06yrxl2BA8HRigxygUzWbnlXl7+eXMWwZB8EU44MOSt4bRKGO9zqvrdE+NjgKXXMK8ZRAEX0ZG6DHMSb2tnKkC9To9immnDIa8PwvuRqHjmqY3L5m3DMXAu36vw7lhA2qliAJ2tIAFH0NANAUFGpXNMOAn4wTgDZvhDsGX0dHGv4NGs55SMgRvAeYuw4abcR8G/PIWYJnLWA2nvDXNRhkXJPzquOJ6wrouhvoQ8lbTgKEh+l1VHZd5y1AE7JTqdQhhMzy8+rmg4ad8D2DBx1gN2TAJ27h39uZpZdyzgcSQIXgatnHvN1OKnVIMN0TlTPXLW8AOYLGuwBAQ+7PKOi4HXhlOCL6k0/QjPxc0/FYDMG8ZioGdUr0OIeQymWgFH2/YjHYg80Uom6pFkZi3DDc4jXvVyk7ZKcVwg9OZGlUvNC/eWhZlwQDMW4YNwdNcDojHG58LEs7+VRx4ZbQDlZxSnCnF6BGwU6rX4Sb4olA2OSWf0Q4ER1MpIJttfC5otGvcy8YSgyF4GrZTql1nKsDKJsNGVJlSraZGCrAzleGGqIz7Uqmxd1UzHZcDWAwnZN5mMvS7ajou85ahGNgp1esQQi6TCVfwmWajkWQY3gYQCz6GE1FGkTox7pm7DIGoyvfYuGesBb3kTGXeMgSi0hXcsk28Gqxz4JXhhGybqarjMm8ZioGdUr2OKKNITrTKOOGoPUOgl1KbAd60GQS5Qb+qjc45U4rhBjdnahhTzDopO2XeMgSi0hWEvI3F6NGyOPDK8A8VdFzBXW5RwegRsFOq1xF1FCket0c3s+Bj+IUKqc2ilxUb9wy/qFZtQz6qRucDA83Py85UhhuimmIm6wrydTjBmVIMN0RVDSB4u26d/ZwXdwVfmbcMAaFXyjpuGLqCZdncbRU4E3y1rHACFAxGC7BTqtcRdRRpYKD1eTlTiuGECqnNQtlk457hFzJXwm4YLRTNsTF69ONMZd4yBJyZUvJzQULI21a85Uwphhui1nGHhmyHaiuZy7xlCAi9IOx+v9Wq3QNV6LgceGX0CNgp1euIOoqUzVKzaqC1sskGEkNAnhoZJm/rdZun7Rj3vGEzAJu3yaTdoD9sZ6rgrR9nKvOWIRDVFDNnxonXOdmZynBDVE4p0cNvYMDWcbk3D8Mv3KoBwqxi0bTW2dwceGUoBnZK9TqiKoOSS0laKQocRWI4EXX0E2idKSVv0rxhMwA1+kS0E/1k3jIEojaSOFOK0Qmi4q3QFbJZ1nEZ7SNqHTebte8XDrwyegTslOp1RC345CgSZ0ox/CLqXmipVOvePGzcM5xwS8mPquzUK/jA0U+GG9xkbhSZUixvGe3ArdQ/7MAr67iMdtFLGX4Ac5ehBNgp1etQQfC1UhS40TnDiaiMezmKxBs2o124lZ3W6+FEGYXMbZUpxbxlOGGa1GsEiE7myplSbk11mbcMN0RVDeC3b6o8lY+zTRgCUTlT3XjLmVKMHgE7pXodUTWMdktt5igSwy+i6inlVnbKGzbDL9wMJCB47lqWfY52Mk6YtwygkSth6wpuU8yEg0wGZ0ox3BB1VnWrvqlc5s9wQ9StVTjwyuhBsFOq16GCcd9K8HGmFMOJqDdsTm1mdAKZt/E4EIs1Ph8USiU7u6Sd3jzMWwZg81PTqEl/FDJXdkq53S8yV9mZyhCI2inVKlOK5S3DDSq0VvE7GR1g7jKUADuleh0qGPd+M6VY0WQIRL1h+8nw44wThhNy2an8GDR3hbyNxWhEebNzMm8ZTgiupFLkmIpC5uZyQCJBv7vJXM6UYrhB9WoA5i3DDSo4U1v1QmPuMhRDKE6pPXv2YH5+PoxTnX9QwbhvlnFiWbawY6HHEIiqp1Q7UyM5isRwQs5MBcLjbjsTdZi3DCdkPUF+DLP/ZC7nP+OEnakMARUCr810XJa3DDdE5UxlHZfRwwjcKbV//37ce++9QZ/m/EXUxn0u13xMr1PouTU4ZZx/kI17mbdB84MzpRhrgdO4D8tI6qRcGmDeMgiygQRwxgmjN2CaNi9UDWCxvGW4IeoG/azjMnoQgTulJicnsX379qBPc/7Cy7gPGn6bQMpCDyAlg8Fw27Aty70BbjchR+25pxSjXchlUEA0mVLinF5T/5i3DCeicqbW67ZMbyfjhA0kBtDIExXKoDhTiuEXblUsXpNHuwnOlGL0MAJ1Sj300EN4wxveEOQpzm9Ylu0IUqGnVKvmpQArmwyC24YtPx8U3Ix73rAZfhFVxombMxXgKWYMf4g6ww9oLXOZtwwnBD9Fg37VM/xYv2UIeOm4XllL3YLc6LydnlLMXYYCiAd14Pn5eYyMjLR8X6VSQUW6YRYXF4O6pP5DtWp73VXoKeUnU4qVTQbQWHaq66RwVqv0/PBwcOflJpCMtSCq3jyyvE0kyEizLDpvNtv4Xh5RznAiat6mUtSknzNOGO1A5q2mqd9TyjRJLmta8NfHUBtuPaUA4pD8d7chAliyM9XrfmGZy1AMgWVKff3rX8dNN93U8n333HMPhoeHV362bt0a1CX1H2RBo2qmlNP7zoKPAajRMLqdTCmOIjGA6DNOBgYap6dx5J7hB1Fl+Mm8lc/LPaUYfuAlb4PmrWXZ90yrCdOs4zLc4HSoCsdm0LpCO5lSrOMyFEMgTql9+/bhN3/zN3299+6778bCwsLKz/Hjx4O4pP6EEG5RjHnupAkkwBs2gxBV5J4zpRhrgQpOKYAzThjtQQV52+q8bCAxnPDibdDytlSyqxBaBbDYKcVwwtlaBQjPoSr3+23GW8tiXYGhHAIr3/v617++8vvk5CTuuecevPGNb8S1117b8L5UKoWU3COD4R9eG3a1SmnEekCJcKZpn1su3/OzYbOyyQDUMO6dU/+cKfdsJDGciCrjRM7wa3VezpRiOKGCvJXPzz2lGH4QdYZfLNbYy4pbVDD8wNlaRX4MS1eQ+0+68VaUmgowbxkKIBCnlLNs77bbbsNtt93GU/i6DS9FU7zm7DXSLQihB7RObeYNm+GEnBofZW8ecU7TJOM9kWh8LxtJDCdUyTjhTClGO4i6p5TQRZoZSRwEYDjhxVvDII7EA4qry7yVS684U4rhB87WKvKjKplSzFuGggh0+t78/DzuvfdeAMCnPvUp7N+/P8jTnX9wbtjJpJ3tEaTgE0IvkaAfzpRitINazY7QRNnjRM7Q5HIShh+o4pTinlKMdhB1xkm75XtsIDGA5oHXILP8BG9zucbz+2lRwTKXIXiSTNoVK2GUnlqWezVAvb5apjJvGQoisPI9ABgZGcFdd92Fu+66K8jTnL9wKpqir1SpFI5Tql0DCWBlk9HIzSiN+3ic0vMNg7g7OGi/z7J4ihljNXqhDIqNe4YTqvDW76ReNpAYwGreynt2udy4Z3cTcrYJ4D/DD2CZy1jNWyCcnlKidQtA3JVbuFQqjdUzzFuGggg0U4oRMNwEXxjeeHm6g3xOzpRi+IHgSSJhb5phGEn1Om3aQOsyKN6wGW5QracUTzFj+IFqGX7sTGX4gVPeAuFwt9NeaABzl9HcNguDtyJBIZlcfU0CzFuGggg0U4oRMKIWfO023QVY8DFW95MCwnFKyb3QZKfC0tJq456dUp3DNIFDh4CZGWBsDNi5M7ihC2FDFeOee0ox2oEqmVLc6JzRDrx03GIxWJnbaS80t78Z5x+its0GBuxWLqkU8baVjsu8ZSgAdkr1MpqliIZRb+8nJZ+N+85wPhj2UUU/Uym7QSpnSnUXExPAffcBhw+TPEilgB07gDvvBMbHo766tUMVpxQb991HP8vcZhl+bpNHuwUv456dqQw/UEXH5YbR3Uc/y9uoqlicCQPivJUK67iMngA7pXoZUaU2e5Xv1eurJ6Kw4Gsf55thL/8eZko+YN87TocqN4FsHxMTwO7dwPw8sHEjfaflMnDwID2/d29v81duFhp2xglPMQsW55vMbTV5tFvotP8k6wn+cb4a91HouH76prLMbY3zTd4C4VYDyDpuOg0sLLCO2y30s7xVAOyU6mVEtWEXCvTozJQCqGeP7JRiwdce+t2wB6JXNOUoEmdKdQemSUrm/DywbZudeTEwQOs9NQXcfz9www29u4HLyqRQMMNQNC2r8z5+zNvWOB9lrix7y+XwnVI87bQ7OB+N+yhaVAg9gQOva8f5IG+j7oXmzJRyOy/ztn30u7xVAD1qHTAARO+NF4IvkbCNUOd5WfD5h9OwHxigSTMDA8All1C04/777ekavYqoekq5ZUp5bdjsTG0Phw7RRr1xI63zE08QXwGSDRs2AE89Re/rVQiOxGK2URKmMxVoP3LPvG0Op8xNp/tT5rpNMRMcDlNX4LLT7kEY9wcOAENDwNat9CiM+4mJqK9w7YjaKeWUt0DrjBPmrjfOFx03at7mcvZzXlnVzNv2cD7IWwXATqleRtSCT2zYYtIDwCmia4Fs2GsacO4c/V2r9Y9hD0TfU0p2Snlt2OxMbQ8zM7SGIlW8VgMWF+3X02nKopyZie4a14qo5W08bme0cG+e7kCWudUq8PjjlNUH9JfMdYvchzGiXGRVCyOJy067A6dxbxgkJ84H4z6KwGs8bgdeOeOkczh13LNngaefpjXrJ3mrUjWAVy8r5q1/uDlTTbP/5K0CYKdUL6OZohl23TKXQa0dsmEPALOztJ5Cse8Hwx5Qp3mpfA2cKbU2jI2RDCiX7bWSN+hymcYTj41Fc33dgAqKpjCM/GacMG+bQ5a5pRKVSsoyqJ9lbhiNdzvNlDJN+i4Y7pCNe8sCnn+efkTT+n4x7qPScZ0ZJxx47Q6cOu7MDMkIsd79LG+j0nH9Zkoxb73hdKZOT1M1wNxcf8lbBcA9pXoZUUfu3bzxLPg6h2zYDwzYayUcef1g2ANqGPcC/ZopFXYzxp07qbb+4MHVvLUs2sR37aL39SrcMvzE7269RrqFZoomZ0qtDbLMFXuVvGb9IHMty5ZvUWdVN8uUcnLVMFbfT9xkliAb97Wa7cATa5ZOU6Z1Pxr3Uem4qRQ5FJzndeOtE8xbglPHFTJXBLD6Qd4C0WWmNsuU6iRhgHlLcDpTxTqXSsDoaP/IWwXATqleRtQbtlvdcr8JvjCvTTbss9nGDbtfDHvAvadUVOV7fjOleom3UTRj1HU6/u7dwHPPUfSoXqc1n54GhoeBO+5QY306RTN5K16XZWK30Iy3TuPeshq52ku8BaJ1poo9rN+cqdWq7bQIU+ZWq/b+76fRuZvMlZ1S3GTWhmzcyxBr1i/GfdQ6rnNS7/x8+4FX1XkblY6bydjOKMPoH3kLqDOECvAfeGXeeuN8SRhQAOyU6mVE1ZvHzRvvFQVoZdyrLPjCvjbZsD96lASfrtN6T031h2EPNM84iap8r91MKVV5G+Vkm/FxOv4b30jnX1wEBgdJybzjjujv57XCTdGMx+l+NM3gnFLdjH6qytuork2WuceO2cZRPzlTneWIAkHLXLlBvziXLG9FqZlAM+72wsSuqIz7kZHGa2Djfu3o1qRe1XkbpY77/PO0VkLHzef7Q94C0fPWT+CVeesf50vCgALo8Tv/PEdUU8zW4o13E3wqTjOI6tqEYb9jB61dpUIbza5d0W8E3ULUG7abotmqCaT8t6q8dWvGaFnhNmN89auBK64ArrwSeMUrgK99DfjGN/qDt27yVu41EhR323GmNovaq8rbqK9NyNwNG2yZOz/fPzJX8DKZbDT2wuJtJmOfV8hby6JMKhleAaxemNg1MQHcfDNw663A299OjzffHBxvhXE/PAycOmU7UwuF/gpgRd1Tai1Z1U7eivtPFd5GreO+5CW2vC0W+0feAtH18FtLa5VmvDWM85u3srydmqLvV/Sf7Cd5qwB4BXsZUWWctOON9zKSnIJPpOmrIPiiVoLHx+n8V14JXH458KY39Y9hD6iVkr/WDTubVUfRdDZjnJqiaWLlcnjNGAsF+uyDg6Qo7NrVPxu1m7yV/w5K5rbTU8qrv4mTt6kUyXEVeOt2T5VK9BjWtY2PA7/4i7bM/fKX+0fmuslb+e8onKmA/3ISWa4ZBvDCC7ZDS4Ums1Eb91u22MZ9Pn/+GPdB8VYedrCWMijnZM8nnqAMeCB63qqg437847a8fctb+kfeAtH3lOpkCJUbbzUNOHKEflQYohAlb4W8vfpqup8rFVrTfpK3CqBPrIXzFFEb934aRnsZSbLgq9dJyE1O0mtRCz6nUH7mGRLKYV7bwgIZ9qOj5IXvF8MeaJ7hJyIQQWAtKfleG/azzwJPPkmbYNS8dTZjFOssr3fQk20WFuzf5fKdfoCXcR+FU6rdIICTtydOUO+vfD563rpNtnn2WWocGua1yTL3ssv6R+aq5JTSdSCRcD+vVyBAlmszM+SUmp623xflxK6os2HGx4Hf/V3buP/Qh9Qx7k2THHUPP0yP7a5BVA36xRROwF/JtB/eCieqKpM9nTJ3cpKCWEB4MleU94+OUrmrKvJ2rbwForfN1pLhJ/PWNEmHMAxbl1CJt4uLlCkKhMPb8XHgb/6GqgEuvxx43evUkbd9Au4pFRW60X8gCsEnInLA2owkWfCJ48n/G+U0A6dQFoK+WiWlM4xrm5+3f1fNuF8rd5v1QhNlHcJZ1E2IslO570+7mVJOx4/gRq1G1xwlb53NGMU1i3sujGaMc3P275UKcUUlZbMbvA3buO/G1Egnb8X7hLGkirwFVu8HYV2bqjJ3rbx1i9rLfwfdU0rmLWBPjPObcSLLNWEgyu+NssmsbCSVyxS8WrcOuPji1UbSrl3BXIMw7gFg82Y15G03er5E1aBf7OmxGPFKoF2ZK/NWno4oECVvnQ6zxUV6futW4s/5quN2q1dRK9vM2U+vW2iWVd0Jb+XrNwwKKKjCWwA4eZL+Hh6mzxwGb0XwCmgsTWd0BeyUigLdEHxyinHYUSSBtTTedZseo8qGLV+biOrK1xe2ca/Khg10h7utppiVSsE4pbqRKeV0/AioMIXD2YxRXHO9Hl4zRlnRBGjNg2j+3S66wVs3eSv/HUUZlN8ggJO3TiNJFXkrT7YJ05lar9tOa0AdmRuUvAWiyfAD6DPk8/4j97JcE/uxKhMSZSNJZInK3AnDSFJNV+hWk+SoG/Rns42Og3Z1XLdm9KrwVpa5slFdr5OsPR913G42926m4wYZeG1nKIofebtlS+PrKvFW1hXEZwmDt7KOK/Y4RtfALr6w0a3+A7WabViE2VNK3ISpVOO4Zi/j3stIEoJveroxPVaeZnDFFdEIPvnaZIVDNu6DvjYVy6C6xV23DVvX7ahkmMa9uF/8ZkrJ3JDLDOUNOyreys0YxfRGywp3eqObUypqdJu3zoyTKJ1StVqj/GxlIAneCu6GKdO84Lw2OcMvrGs7H3irgjO12Xm9AgGyXJuZIX7UanT8qJvMykaSMzMVCN9Iipq3bj1fNK2zcsaoG/Q7gyntDpeQefvCC7aOkM9Hz1sVdFzVebuWXkVu2amy/A2Cu2JqLNDZhGk33soTaVUYoqCCriA7U4Ps3Xyegp1SYcKtoWu9vrYNGwg3iuTWT0q+Br8pol7TYxYXoxd88rUdPx6NUFYtiuTkbibT+aYdVcZJN8Y8Ox0/Km3YgN2M8aUvjWZ6o2rGfTeVzagyTprxFmiUuV7OVOf0GBHUUGF6jNdkm3I5Omdq1BHQbg5UUKnsFPAuJ/HiLrC6qXc+T7pC1E1m3Yx78RiFkRQ1b509X44do2EbtVr7PV+idqZ68davrgDYvL3sMrUme8oy9+RJ1nGdvJ2fB372M1qPTnoVRRF4rVbt/cBPVrUf3sp6pApDFGTePv+8zdswAxSyrlCprO6bzFgT2CkVJtw27KeeIsOg0w07kYgmiuSWku92Xj+KpjwadmEhesEnX5usTIQplFWKIgGN3J2fp79nZ+m1TrkbZsZJvW73z1lLE0jA5sbOnTY3CgU1eCuu74tftJvf/tIvhdeMUTWnlMxb06ShBefO0Wu9ZiTJvJV7ncjGvR9FU54eUyqpwVv52iqV8CfbOHkbdQTUqSscPgw8/TS91i5vvXpKBc1btx5+zc7bjLsAceCtbyW5ds01wNe+Fn2TWdlImp4OP7hmWY3cjZq3bj0XTbNRdvptktwqCBBVhp+XM1VUDjh5PD4O/PEf2/vxZz8bPW/Fde3dC1x6qa3HhOnoVakawMnbxUW6l4UMa7e5dytdIYj7VFyrpjUGrVoFAZrx9q/+yubtnXeqxdsrr7R5WyyGx1vZmQpEz90+A/eUChNeDV0rFdpo2+k/0CrbRJR1dFsZchs5Kp/XK1MqmSSh7qZo3nMPlSPU68CHPwz8xm+o0TxufBz44AdJoajXgV/7Nfo9jGtzRj+DaozoFzJ3hRLs7Pngl7tRZJzIEeR2pkamUu7RkPFxMoxe+1rixq23AnfdpQZvAfq8ohmjs/whSKi2Ycu8LRTse2n9enq9mzI3TCNJKJ7CsSR6lghFU7zmpmjecANw882U6XfNNcBXv6oGb8W1/bt/RwZLIgE8+GBjmXhQcPI26owTmbfycBGxD6gub4Hmjc7l6wLocwmueslc8b7BQXpPUI3D24Uwkm67je4p4SjatYscUkEaSYuLjWXkUfPWq3edQDvljK2cqWHzVugKzvPKvBWTypwQvAUo01EFeQsQN2+/Hbj3Xrr2//SfyPkQto4btZ7QTd7KHHDTFRYXg9EVZNusnV5ofnm7aZNavP3MZ4Df+i269le9Cvjc58K5PrfAq1gjxpqhCMPOEzibeztT77u5YYvjdRvtpjbLRhLQXPCNjlJ6viqCD7AFzugoRT3DujZZ8InGiFHCbZKMvHG3w90ojCSxYadSVL4l0CpTSvDWadwLCG6sX68Wb+WmzXJEMmiolikVBG9V6Ckln9ctU0qWt04FW9fJiTU6SsdUibeaRvfn6Chl2Mg8DhK9wFvA/r0b8lalrGpZL2gmc4XO5OZwjRLj48DrX29nFXzqU+FkFajGW2fPF/F9iT527ZQzttIT6vVgONBpppR43U3HlXX9sGSaX4gA1ugo/YSxHzgz/KJ2pnr1XFwLb4FoAq/t2mbOibwyeoW3YU7BUy2A1WdQSBs9DxCE4HMKvWTS9pIHKficG7ZXSrUQdM0En7yJqyb45OtxKoBBwblhA9ELPq/G9EB73JUVyTCNpFYGkleGXzNFU2Xe5vP2785oepAQvBXZLSoZSfLkI/HYTSMpqsi9fL+43VtufYfEWqjGW5HJJhCWQ1Vl494pe7rFWxWdqfLrvSZzZSPpgguii9pHCa/edZ0M22jFW/k93US7LSqcgYBe1nHDkrfl8ur739kyIUx0s6+h4Ieur87yDVLminu/3XLpZgkDvcLbsGwzt3NFXTLdZ2CnVJjoZrNZrw1b08LJOPFr3Pd6FEk27sPasAsFe51E7xiVlM3ZWbo+w2i/waC8MYaZcdLKQHJGXf1EkXplwzbN8DNONm+mR5V4e+bM2hpjRuGUMk37uF6BALdG5/I1NpO5KvMWCE/miuincPypxNsTJ9bWiNgrq1olZ6pskPaqzJV1hbCMJMFbEYiMmrdAY3+4Wq3zni9e8jYet3kfpHHf7jCfXtVxo3BKifsjkbCfi5q7bn0NO+m5KPPW2XIjyH5orTKl1mqbRR0YdyKqagDOlAoU7JQKG27NZru5YcvPRWHc91umVBROKbFhDwzQCHAg+g0bsLm7aRN9j/Pz7TfGFPyIxcKNIrXiLdBYIukniqSyoinzFgiHu5Zln+fCC+lRJd5u20bfa6HQWUPXKHpKyevnJ3LvlinVTOYybwlC5l50ET2qxNvLL19bI+KoMqW8Gp27OVMFRzXNDsS0ityrZgxEqSts2ECPKvAWIG5+85vAVVcRfz/60fbLGb2cqaKnGqBWplSvZvhF4UwV5xkdtddNBe4K3v7yLxNv3/KW7vEWiFbHrVYbs5Cdfa96mbcLC+FXA4g+nirwto/Ajc6jgGjo+rrXEcHf9jbgPe9pL907asHn1xvfbhRJNUUzCm+88MSPjpLz5tw5dQTf+Dg1ov/HfyTH6u7dVELil7vNnKlhZPg5eRuPk5IrMhbF6yKKJPevcELlDdst42TLlmDPmc/b97IqmVIC4+OUWfJf/gtlmdx3X3u8BaIx7sX6xeONUWX5vJ1kSonnRG+eMJqJ+4GTt2FnnFx0EU1oVIm3n/kM8Lu/S9/TX/wF8JrXdIe3KmZKxePe06CA3gkEhK0rXHQRcPasOrwFaF/NZunn0kvbL2dspSssLYWrK7g5UwF/fVNV5m3UOm69Tt+1KtyVey5eeGF3eRtkk/5WGX5A46AtP5lSvaLj1uuN+ntQEEFNgGTu/Lw6vO0TcKZUVNB1uoFGRzubxqFqppRT2PppGK2y4IvCGy8MseFhWxFSSfAZBvXOuPRSitp34kxVhbdy1LVVw2gnekXRBMIx7oWiOTioVoafQL1O17ZhQ/u8BaJxSnllmwDNM6XkkdC9xN2oyvdUzPATEPJ2dJQaaQfB2yD2tXayqgVv43F7EEUvGUnyhEQg/IwTkeHn7MkWJeTMY7e+dq0QlY7rJXNbZUr5DWCpFniNMlNqZESdkmkZwm5xk0Gt4CfwGkWGn/O8fqpYVNUTgNVZ1WFwV5xD16liBFDvfu5xsFMqSgQt+MLsKdWq3l5cUy8ZSEDj9VgWlU8EDTm1WayzShu2UDbXwltVUpuB5pH7fogiAeEY97Iztd8UTdO0eR/F1Ei3CKDb/SI+YyJhOy96qQwqCkUTsB2qKjqlZOO+E+62mtRrmt2fYib6tgH++k/KmVK96JSKOsNP8FaFSb0CMqe6reOGkZ3qlXHSyYRpVXkLNMpcOds5SMiZUv2mK6iWMCCXRLvJ3H7gLRBu4HVkxF5nbnTeVbBTKipYlr1p96Lga3fsaL8IvjCNezmKpJLhKL7Tbkc/ozbu282UUtWwB2zeilKYMHmruqK5Ft4CajToB9yNe8HbRML+7nspEBCFM7Vctr87lXpKCchNwLspc4OcYlat2tfqx7iXedvMKaUqb6NypsqDJURTZVX2Ipm33XSmAmpP6u21aoAoA6+yca+izO1E3kbNWzcd10//yV7mLcC2WZ+AnVJRYa2KZjPBF6RxL25Ar7Gj9XqjIOv1JpDieoSBF6Y3XjbuVfLG91MUCejOhl0udz/bYC0QvBUR9Kg2bBUVzbXwVo46CkQRtfc6r1vGSS8pm8K4F583zJT8RAJYv55+V0nRXKtx32yKmdjXur2/iPWTpwELtOJtM2eqqoGAqBv0j46qV+ofZPleFAGsbmVKqcRbuexU7Bdh6wriu1RpXYLWccOsYpHP6yZz/fJW9J9UBVG2qFA18NoHYKdUVAhK0ZSfC9NIkuuWmzXe7aV6+2rVVqxEBJ298WvbsJv1lIqi7FS+lma8bbVhA2p9R8JIErwN07jvZ6dUKrV6zHNUztRmGX69Wgbl5G1UGX6lkjq9eXpRV5Cj9s77xS0IID6XnCnVSz1OBG/FfRq2U0pFmduLvAVaZ0rVajYPLcv+vRd78wjeahpwwQX0e9gyV8UyqF7uKdVuNYBf3srnUAGCuxs30mPYtpmKGX59AHZKRYVe3bDFhurcsJNJW/ls1ni3Fw0kTbOniYUh+OS6ZdUUTcB21K0l+hl2arMXb73O28mGrRJ3xbWIiXth81bFDbsXy0477YUml+/1UiAgCt66GfaWFYwc6gRrzTiJIqu6XWdqJ5lSKsrbrVvpsVIJnj/1uq2jyMa9KvdzkDpuULwVU3gB776pgM1dWbb6DWCp8v0ANm+zWXvEfdi9eVQOvPZSg36vKhav87ZbxQKoJXOjCGC5ZUqpxNs+ADulokKvpza7NdNr1sC0nSiSKhFqeQrL6Cj9zr15erN8r9MyqF7csC2rcWwtEA5vxTnklPx+4a0fw75e7356e7u8FZ+tVzOlonSmjo42ZsKpwt21GPeycy1MmduMt83KpVtlSqnO2w0b6DMAwRv34t7QdZrOqFqpf1C90OTnus1bOUPSyV25bFvouPJnbKYrqJ4pNThoO6VYx13bMJ+oekr5kbn9VA3gDAREVQ2girztE7BTKiqsdTJJFIKvXreFtR8jSW7m7jdTSj5H1JCdUsPD9HvYgk/ljJNeckp12jC6F1ObSyX72qIy7vtN0fTDW/l93YLXeHKgdaaUl3FvWY2OfxWNJMHbSmV1Y+FuQ5a3mqYed9eiK9Trq8uLZARdvucmb4XOstZMKVXkLeBu3AetK8jZJjJvVVmXXqwGEGsXi63uHSgHXsV5O8mUUqk3j8zbsHRcy+rvSb1R9ZTyk53abqaUqtUAlYr9HUWt46oib/sE7JSKCt3asMN0Ssmbhh9vvPy55GwCJ1TNOHHbsIMWfIZhTz9RsXkp0J3JJKpk+MnXspYmkIA6vJWb82/YQL9H5UxVsTdPtxXNeJyyFeT3dQudTo1slimlqqIJRJNxIvMWUM9IWktWtczHMGVup4MlejVTKgpdQXXe9mL5nqwnOHuhydcirk18Rl235VUvGfdy0CMsZ2qhYK+Rii0qTNP+vnqFt0A4mVKq8VbuhcZ9U/sC7JSKCrKi2SuCTyia6bStOMpwbtjy52pm3Ku+YYcZ/VxcJCNe04Chof7NlIpqaqTfDdsZRXJmlwDqb9gyb5eWgo/Ouk3UAdRJbxa8dfsuW6GZvNW0aDJOmjlT5Z5SveSUYuN+NdZi3It7T85AkhFF+Z7fqZFcBtUcctQe6C/eAtFUAzTrPQl4Z0q1M+1UPk/UcHNKhSVvs1nKRus33kaR4WdZ/nQFWRdzVrH0UjWAkLdya5Wwp++paJv1AdgpFRV6sd6+mdADVm/YfuvtVd2wozSQhoYo+qZiimi/le/5yZQCese4lzfswUE74hskd03TzvAbGSFlU2QPqbJpd8O4dzOQ5OeDjNw70WmmVC/0iYiiDKofjftm8lZ+Poqy00rFdg73+tTIKEr9nc5U1YykIAOvUThT5fM6e0q1w1tAHe5GoeM65a1qvF2rbRaFM7VSsa/Vb4uKfqgGCDMIIJedqtqgvw/ATqmo0K0oUhSpza02bLd6+17MlJKN+7AMJK+ovSrZJpZlf4dBKZqysdIN1Gr2/dZuppSsWDgjSb2wYWtaOMqmM8NP09SbBrWWMijBjbCNez8Zfu1O31OVt3KfiCgzpVTjbS86pfxkSlmW/dn8ZPg5n1ta6sxoDAJRlEE5eataqb8sd/o18CqXnfqddiqfJ2q4OVPDlreCt6qsSRhlp0HxVu57JqPTCdOq6gpuztSlpcbvrtsolWwdUu4pVa8He97zDOyUigq92FOqVWpzsyhSOxu2KoIvig3bK2qvyoa91uhnM2eqbKx0s9m9vHadpjYDrTNOVOGt7EwFwuGu4O3goB0xDrIcsxP0onHfafPSWKz3ekrJfSIymegyTlTj7VpkbiveRtlTCrB1Bb9lUKqXk4TZMLqXMk46adAv/kfFwGsz3vZSxkmUvHUGAVSRt2GU73W716bfXmjNWlSYZu+0qJB5m8vZWflB6rjivkilaM1k21sVmdsHYKdUVOjl1OZOoki9uGG7pYgGPQ2qWX8TFRpGh+FMBbqroAjeptP25uV23mYbtvycgOrRz8FBegzDKSWPeBZQzUhayxSzZs5U+fkwM06apeT3YqaUHATQtHDS8i3L27hX5X7uxbLTZk6pWMzmpjhvJ5lSgDrcjaKnlJeuoApv16LjynwMM/DaKlPKqxqgVYN+VQMBXrwNUtcU90UvBF67neEnuCxniXYD7Wb4Ae46bq8FsISuEGbgVfA2FrPXVRUdtw/ATqmoEEYUKcxSEvla+iVTSs44yWTszxBkJMkrU8qygh+N7gdB9kLTdXsMcze528mGLT5nMmlHnnplw44iU0oe8SzQT8pmM2eq/Hy3jftmvXmaZUq101NKNd6G6UyVBwCI86ncU6pT3qrkTJXPu9ZMKRW5G3WjcxUzTjrlrezAlBG1U2qtPaVU2RPdqgGq1WD6ego4M6VUk7drCV4B/npKAeHquE7eWpY/p1Qv8BYIJ8vPGQQA1Au89gHYKRUVuhG1B1qniHYTa6m378UNW1Y0w/LGOwVfOm07RVQQfEGmNgPBGPftGkiAP+6qatx7bdhhRpGA5t+laQIHDgAPP0yPYfSGCbJ8LwjeGobNyWa9eVrxtlWmlCq9eaIsO81m7f1LNSOp38pOAX+9eXolU8o0ba5E2ehctSBAL/K2la7QKW9VdabKukI6bQcFwzDunc5UVXrzrFXHFfuxW28nXSeuAN3lbru8lT+XH6eUsEFU4a0zgBVGIMBNx1VN5vYBXEIQ3cH+/fuxb98+AMBPfvITfOUrX8GI7GE839GNqL3XmOcoJkHJ53VO3/Mb/YzFSAiqIvicZVAjI8DMTLjeeNFfZWmJftata3y/aQKHDtF1jY0BO3e6l6h1C0E26BfPLyyokykluFuvexv3mkaRJ9V4G2YUSSgDfqJIExPAffcBhw+TApdKATt2AHfeCYyPB3eNvWYkyevWaqKOaDLvJ3LvlLcA3SNCzkUFr7LTMHjrluHn5pQKW94CvcdboLXMFbpCs4yTZlnVySTpUCoYA7LcD7PR+fk8NTKKslP5eprpuM2cqYODZFCrois4A68jI8DZsyQXN28O5pzOTClnbx5ZFkeBIMv3xPO1Wne52ylvAX8TpnM5NXkbdaaUatmpfYDAnFL79u3DXXfdBQC49957ceONN+LRRx8N6nS9hzAUTVHmJzbLtcKvcd9pE8ihIdqwVBd8YXvjBwZsp5SMKIz7bpXveZVBBWEkrSW1WURAKxXvDXtwkKbPqcJbN2cqEA5v3TZs2XCcmAB276YNfuNGWvtyGTh4kJ7fuzcc7vZCTymxbslk8xIWgBTpVMpf5F78nUrZ2ViFQvROKae8jTr6qYK8BdYmc1XsKQWsPat6eBiYnlZD5oprSKfpnhN6QrFIn8vt3l0rymV7v/JTBhW1M7VXeOu3b6qbjusnU2poiOScCs5UwF3HFU6poOA07nXd1gPcnFK9FHiV22w0424+H0wAy6+OKzv8RXYc4K0rDA+rxdsodVy/mVJRyNw+QCArtH//ftxzzz0rf7/hDW/A/v37MTk5GcTpehNhOKXk93YDfntKOb3xflObh4boUQVFE1idcRJGBLSZN97NuD9wgNZt61Z6FMb9xEQw19eP5XtOA0meQuKnN49QolThbZQ9pZqV75kmGfXz88C2baRAxWL0eMkldH333x9cKVmQPaWCzJRqxVtgdcNoP7zVdZsjKnA3ikypZvJWNu6jkrdAb2dKtasrtBPAAtTgrbOUZGjILncJSuYKA0lMggK8G/RPTAA33wzceivw9rfT4803B8tZINzAa7fgd8K0m47rJ8NPJd5ali3johiK4jerOmzudoO3QLgyV/CpXXmraY2Tep3cVdU2i6L/pF9dAYhO5vYBAnFKXXvttfjKV76y8vf88pe5zll6dD6jG1EkL6GXSNhKURRlUJ1mSqlk3BtGNBt2M2+8Csb9WibqmKb9/1FknPgtO5U3Zj9lUGLDVqU3T5TGvRzldBpJhw5RlsnGjSSfjh0Dzpyh1zQN2LABeOopel8Q6LVykla81TQ7yumUuc2m78nle8IppUIE1CsIkM8Hd195ZaYCtvxXyZnaC04p2dhtV1fwG8BSSVdwGkhh9J+Uy06FrifLIBFU6XdnqvzebsBvIGAt1QCAGrwtFGyehFUGZRiUVQ64B7B6PfAqc9GtpxQQbACrE9tM01pnVQveFotqTAGPokWFH10BiFbm9gECyyV7wxvesPL73//93+Omm27inlIyuqFoekXtRR8iIJiMk1ZRJHFOPwYS4C74ooZ8DeLzBp0iWqvZa9xsipls3BsGcPSorRgHbdx3Y6IOoJZTyrlhy5+xGXedzlT5XFFClUwpZxRpZobWOJ2mx9lZ2ykF0PPVKr2v2zDNRr72gnHfykByO287mVKyU0oFI8nJW2HkW5ZtyHQbbtFPsXeK9Xc6U0+cAI4csft4helM7fb0vSD0hHLZNlzazThpFrUH1DXugcYJmUEbSc0MJMuide1nZ2pUgVcnb9vVcVVypoprSKXs5ttBVwMsLtpyU9zDQPPA6yWX2GsaBne74ZRKpWx+OhHEIKp2M1Nl3gKth6KI78qy1Oif5FXqH3UVS9Qytw8QeIHj/Pw8HnroITz44IOur1cqFSwuLjb8nBcIsr8JEGzk3u8UM78p+SpHPzMZW9kI2rgXQk82FoHmxv3iIv3f9LT9/iCN+25s2HKGhxNR9pRyy5SSjSQv4z6ZtB1bKnC3Wb19UFEuP00gx8Zoncple+3kzblcprUcG+v+9Tmn+vRCTyk3Y9frvJ1kSqlevheP278HLXOblZLI8hYgh0Cp1Gg4ByVvge7oClH08NP11tkCa82UUjEIAATvlHLjrWwILy2tdqaeOwc8/jhxQvXM1Fa8jTrw2q6O22vO1KDLToeGGnvdNsuqnp8Hnn8eOH2aXlM58NqKt/JrQQSwvHQFr8CrkLWtdFzZDlKJu6pVsci8tSzgiSeoIgAIR+b2AQJ3Su3Zswff+c53PLOk7rnnHgwPD6/8bN26NehLUgNBRj/l14JQNlsJvlbjcp2GscpRJLn5b5iKphxlcTql3Ix7eTMJy7hfS/TTK4oUZU+pWo3uRa/UZq8okkoZJ/W6vc7OTKlarfu9Y8Q5hWHWLIq0cyc1hp6ebuSOZdHP9DRwxRX0vm5jrU4pFXtKAatlbj9kSrnJ3KCNpGbNS2V5C9j7tXgMUt4CvV126iXnBW+b9ULrtYwTmbdBZ1W78VbTGnUFpzN1cZHWVG7MHqQzVf7+ek3H9dt/0q1Bf7MJ0yrx1k3eBp1x4uZMBVZnp8rcFbJBloOqB15V4+1aM6VU0hXqdXvfcAZeg+KtaTafMC3WX+ZtqURcEvcZELzM7QME6pS69957sWfPHmzfvh3z8/MrvaVk3H333VhYWFj5OX78eJCXpA56UfC1MpL8RJGA1QqKM4pUrTamfkeBZtHPMBVNYHXk3s24F2satHEfZEo+EE1vHvl6KpX2o0gq9eaRFQbxeVMpOzMtiE1b3A9eKfmCt7pOk8qGh4GTJ20HdT4PTE3R83fcEcyEkm45pVTqKSVfTzs9TuRG517NkaNAFDK3VYafZTXKW3kIgvg9SHkLhNfovFtZlO2UnbabKaVixolKxr2sK0TtTA1aV+i2juunF5qfslM/vJX7fkUFN3kbtDPVD2+BRu46eQsEy91e4y3QXosKy2rkrfzo1TdVJaeUm44r+CTKQ7sN+bhyuw6nM9WNt2ElDPQJAnNKPfTQQ7j22mtXHFJf//rXXbOlUqkUhoaGGn7OCwSZ2gxEK/iaRZHk5wXE5x8ctCOrURtJbqnNqkSRZONeOKZMk9YsaONe/u6CKDuNgrdyKWGl4j+KpPKGnc3a37+mBatsyk3O3TL8ZEfN+Diwdy9w2WW0npUKXdOuXfT8+Hj3rw9Y7ZRqJ3IverQA6jmlOoncqxj9lK8hquxUAcFb8b3L8vboUduZGoa8BcJxSskZomtFJ7z1kyklGxu94pQKO4Al6wqyM9WyGgNXve5MlV/rlq4gy+5OMqXamTAt5EeUaCZvg3ZKOXnrDGDJ3BVrHFbgNawMvzCrAcQ5LYucbk4dt1Wjc5V0BVnHFXuFuK9MM5jrE/fD4KC9VoC/hAGxb4Uhc/sAgWhRk5OTuOWWW/CLv/iL0DQNo6Oj2LNnTxCn6l0EvWF320iq1exrbjeK5MyU8hJ88bgtVKMWfM0UzaCmQfmNIgG2cX/hhXZK/uJiuMa9UG79olUJFBBNhp+mNZaTdJIpJb6jqHnrpmgCwSqbrRRNp/I9Pg58+MPAlVcCl18OfP7zwDe+ERxngdWZl+3I3GrV5rnqjc7byZRSSdGUryGsyL1l+evNA9jy9qUvtZ2phULw8hYIp6cU0D3u+nFKiesRmVLic8nOVC/eAmoNRYmi0bkfXUF2pk5N2VkSpVL4ztQge/N0S8cVXIrFWve87LSnVCZjHztqmRtlubSTt82yqmdnaf0MI5xAQNAJA1EEsOTefu1UA6gceJXlbSJhcygImesVBHDquDJvT5+2EwYKhXBkbh8gkJXZvn07LMtq+JkTXyqD0GtOKVn5a6XgNkvJB/wJvqiVTTfjPuhpUH4Fn8D4OPDmN5Nxv2sX8LWvhW/ct6NsqpraLJ/XLVPKK4qkYsNot5R8IBynVCtFU0a1SvfT6Cjw4hcHv0mvpXxP1amR8nmdRlKzyL2KiqZhuDdrDdK490rJd/bmERgfB770JduZumdP8PIWaJS53Y7cx+M2T7qlKwTdCw1QvzdPVKX+Tl1BOFOvvpp4VKnQ96y6MzUKXUEu3WvVC02cU3amivvILVinYsl0M2dqPt+9zEkZfjOlAJu7mzaFG3gNq0VFmLpCLGbzU+5F69RxvbKqVeKtm7wFwqkG8NJx3aoBtm0LtxqgTxBv/RZGIOi1umWxWWQy3gZks0wp+X9aRe7PnIle2XQz7sU0qHyehIxH8/6OsRbjPpMhoRc03Ix7OQuuGaLqKdWukSTzUX7shYyTKDOlmm3YYgy0gPz9BtF83Ym1lO+J60sm/cu+bqDdMijL6t1MKVnRDStTSvDWmZIPEHeLxdUyV8hbALjoonAinmEY94VC97jbztTIdsqgvJxSTtkSNpr15gk7U8rLSLrhBuDGG8mZ9Qu/AHz60+EGAnpBxxW87SQI4KwGqNdtgx9YHQiYm4te5rrdp0NDdC+JwOu6dd09Z6tMKbfA6+tfD3znOyR3P/1pKn0Kkru9NoRKLgVtlVVdKPR+plSzwOupU+FmSnk56sbHgdtvB/78z0kWfPazwKtfzRlSPsArFBWCTm3utuBrx0DymmLWqjePihknYRr3raKfbk4pwYVuNqpthrVknPjpKRWEU6odI6lZppSf3jyqRJHCzJRqpWjKPZkE5L+Fgh8kupEppVqDfvmaKpXGJtyycd9M3qoW/ZRHTwPBZkp5GfaAt8wNm7dyU1qgN7Kq2wkCNDPuveQtYPNClKNFiWbT94LgrVfZKeBt3Os6rfnoKDkawnamBmHcR8FbP85UoPlwCZV1XF23/44640SgUrGzqnftYmeqE6IsF/AfwGq3p5SsK0TNW6/Aa5Ay12+/Xxkyb8OoBugT8CpFhV4TfO0YSOK8/dCbx8u4D1PwNXNKie/XstrnUSfoRsZJmM7UWs3egP1mSrUbRVJJ0YwiU8ptVC7g3ptHIGzjfi09pdpp0F+vd+8+bMe4L5Uajfhey5TykrdBZkp5BQEAdZxSXjLHL1QNYHWSKSV/dtl5GTV3m/WfDGIaVKFgr41fXcE0bb6GwVug94b5tBsEkB3GbplSMtx0XFUCASoY983WRHAhCt622ze1Hd52u7WKcDy3Om+zTKleCryqkDAg9/Bz8iRsXaFPwE6pqNCP0U/nFDO/dcsqG/eq9+aRBV8YZVBrMe6jdKYC/keUt1tvr5Jxr1KmlFdvHiB83nrJHD9oh7fy+9eKdo0keU9plimlMm9VKDsFvI2ksMtO1yJvDcP+7lUNYLXTMFr+W9PU4K5leZdBASRnBLe7BcHbgYHGEjFAHXkLhNebp9s6rp9sE6BxipnfYT69oONGEQholnHSS9UAUfSUkuVtszJmt0ypdhIGzmfetrLNDGP1Xh22rtAnYKdUVOhGanOYUSQ/9fbyFLNOM6VUEXxhR5GapeT7iSIB/VEGFUUvNGBtvFUxtTmKDL92Mk5k3jo38yAQNG8TCVshjKJkWlY0AeJsuxl+YSj8XogiCNAsU8rL4A1b3jYrYWsFPw36gWjL98Q53Yx7L0eyeF0FXUGOkMu6gjwNqtvcbcZbL10hiqh9r1YD+OGtOK88WELT7D2gGXdV4C0QfiCgWrVlg58J0wLi+zXNaKoBekXHbcZboNEZJvMWaJ0p1Us6bhTOVGD1/smZUh2BnVJRoRupzWEpmqYJPPEE3Zj5fHMnWrPePL3klAq7DKpctgWXl+ATDaOd/+f2e1AIuqdUKkUcO3YMOHCgfYetE/k8/RQKzY8nb9hevO2FjBOVokiAOpH7oDP8RCnH3Bzw05+unbemCbzwAh1vcrI1b+VMqViseQ8/t1KSqHvztFI0K5Xu80TcC/LkPQFVjPtulEtr2uqMGhlC5v7gB2uXuaZJfJ2bI/56HauTqZGygQSoIXOFYZ9INGaKA8EFsJrJWy+9LwoDSZY7QTilkkla/8cf7w5vn3qKeDs/730sXbfvJVnH7cXAa9jGveCtvAYCKlUDBO2UErx9/vnu6rgLC82PJ/fx88tbFSejt3Kmhll2KlcDRJ1V3Sdgp1RU6EYUqVmmlBB8R46sTfBNTAA33wz8l/9Cx/rmN+nviQn39/vJOGnmjVdlw/Yqgwpa0UylVm9osuHoFG5RZ0p1s6fUxATwnvcATz4J7N8P3Hprc661wsQE8Pu/T8d77LHmx5M37LVk+EW9YUfRU8qrfA9QpzdPN5ypzXh7880kZ48cAd71rrXz9td/3T7eH/xBa952kpKv67RPqNCbx0vRzGRsIzDMjBNVeNuNXmiZjHdZx8QE8K1vkYz8i79Ym8wV98G3vkW8/eQn/fEW6N1MKS/eAsHpCr2SKbWW8r1WAayJCRqv/uSTwEMPdYe3n/888fbv/q75seRMF78No1XLlPIqOwWCM+7l3pNOeeTXKRWFzG1Hx/WjK9x5J/H2Bz/ojo57xx10vEceaX48mbfOTKlWgQBVeAtE0wvNT1Z11LpCn4CdUlFBFnzdnkwyMQF84hMkqL797c4F38QEsHs3GUfJJCmSmQxw8CA930rwtTvhQRXBJ2/YXoIvTANJpYbRQUWRBNeefJJ4kkxSX45mXGsGcbzDh+l4g4PNj9cPiibQuqfU4uLaI3MyajXvlHxAHeM+aN4eOED3aSpFhuFaefvYY8S7VIrWtRVvm02NbCZvVenN48VbTQvOSOqFDL8go/aCa2fOEFfWretc5sr3geCtH3nrlinlJwgAqBEI8NITgOB0hU54G0XUfi0tKgQvmsnco0eJa7lcd3grdNxW8rtbAawo5a28X4Rl3PsJXtXrq3kj6we9oiu4NRwXXDtyxJ+MbAVxvKefpuMNDzc/XrcypVTVcYOSt7Wavcc06z8ZtY7bJ2CnVFQIqt5eCKrnniOBk812JvhME7jvPtqYtm2za+azWeCSS+jGv//+1cpGJxu2aoKvVLKvKezUZjeh59Uw2rIahZ3qRpJX9NPJNWEsZzLNueYF+XgbN9Lx4nHaPLyO101FU4XePE5FUzTetazuNt5tlpIPqGMkBWHcO3mbTNp99dbK2y1baE1F9mgr3nbaww9QQ+ZGYdx3kikVdWZqt5xSMtfGxmwuNJORXnDeB6K3TrNjyUEAy3LPlOqF8j2vbBMgOF2hF3gLdK7jmqYdtG0mczdv7i5v43F/Oq6fAJaf3jxROlOFDhCLrV7joHXcZtkmQOO6OHUD1YeieDlTZa5dfDGtu2V1xlvn8dav96fjrpW3quu4QQevWum4zcr32CnlG/GoL+C8RRA9pWRBddFF5Jiq1ejveBw4fpzKo97+dtp8hWARY0/lv0+eBL7/fTrHiRO2IBAOgw0bqAb/0CFg1y77Gpr15umVTClxbpGxIyOKqD1Agq9YbFQ2q9XGzaFXjaRDhyijSTiQBKamiGuVil2Kd8EFq/kKND535gy9P5kEzp6l14Uh48XdtWRKyYqm6M3TqulkUPCKIomIcqFACotbH51OIPPWrUTIT8ZJGI3O15KS74e3mmZz7IUXaL2rVeBf/xV45zuBTZtW89Y0G2XumTP0/mSSuA/Y98NaeNvrZVCqZkr1qrwFGrkrjM+FBZsrhkHlIB/4AHDhhfScZdnckbl88iS9N5WiXoDiGM10BXFNohebk7tun1VFZ2oUvPXTCy3qDD/xvQp0Im+B1WVQMm8FH4pFyj4B6Jzf/S5VBoyNueu24md2lvSERIL4Ka5X15vruG4TTwUneyXwKjtTnft2FJlSuk7rWi6T/iTe4+RqL5VMy/DScQVvq1Xgn/+ZyvbXrfPWEcTP3BzJ3Hi80cEIeHNXDrwKdJIwUK/T9bplg4WBVn1TKxX66db1+dVxmw1F4Z5SvsFOqajQqVNKHvPsR/AZBjA9bf/+zDPA3/6tuxIlQzQ1r1Ybb0ShNKbTwLlzwMxM4//5yTjx441XIYo0OLhaCMlRJMtqPoK1HTSLfgLuRpJTCPbqhj0zQ9culL1EgrgjlG+REfbjH3uvj4y5OVonw7C/H3mDcuPuWngbi9m9eep12jSjcEo1KzsFiLvCKdUtiA3by8mlipEURE8pN94CtuwSvP3pT/3zVmRpdpO3vVQG5RaJDCJTql635bzK5XtByFugkbviey+V7P8R3H344dbcnZuj769Ws3mraTYP3XgrB3uc3BWGUDN5C6gxDUq1nlJ++pvUarTGzabRrhWyMQ105kzVtNVBQZm3gjPykAbB26NHW8uLuTk6hq43Os3EGrbScUul9gOvqvRN9cPbMDOlALqfy+XoM6WCCATIvBVZTfV6I2+rVQpGLS62Po/MXSFzZTnvxl1xTaXSar76yZQSvQmFnhmFU6qZjpvJ2Ou6sEB2cDfQyjZTqY9fH4CdUlGhU6dUszHPTsG3dWvjzWCadIO95jXAlVfScyLVXlYmNY0inl/4At3o4jyibllcRzJJ0SgZa+3NI4wB1TfsapU+Y7Nm8+3AT6YUEL1TKogNe2yMNrhymQT89u30/QtOiujZW95Crzn5Kh7F75OT1GQ3m6Vz6bpdviaO5+SuvGE76+39KJqiN8/8PF17tzbEdtCs7BSge/fkye4qm602bFWaQIbB2y1bSGYIY6xSoc/9trcBl13WyFFZmRTPP/cc8PGP07HEusnfYzPedpIpdT6XQYljaVqjbBDwUjSjLt/rRoYf0MhdwSdxT4js1FKJMk7kkjznD0C6wmc+06grZLO288iNt/G4bUAsLdn3TCJhf8ZmegKghjPVKzMViGb6nuCtmNQrviM3XaFbuosbutWXxxn0c8rcHTsaHbfCqfGBD9Brbrqt+PvIEeCuu+i7E2shT1FspeN2GsBSoXzPr7ztZuC1VQDLTVeIIlMqCJnr5O3ll9M9Kd+fxSKwZw/xFnC3zcSeffgw8P73k76RydiZZvJ1eOkK7WRKOftPDgwQd4rF1fdFGCgW7b3Cq//kzIzduqMbaGWb+dFxOVPKN9gpFQWcqc2dbNi6bgsUAafgcwqNYpGEy+/8TmM6shtME3j0UepFJcpT5OufnqZj7NzZ+H9rmb4np4gKI8v5GcNAsw07nW7M5OmWYteJN16FKFI3NuydO2kjPniQjJlMxl5Xy6Lo0fXXA+99r7/ormkC3/kOHW/zZn/cbdYwup1pUMIpFQWalZ0CwRhJ8kQdN6jS42QtvPXqE+HkbTxuy1yZt+95jz/evu51NJji4EEqU22Xt73cU8pPGVQQGX5eKflC/jiN+bAVTa+90g+aOaVk7l5ySaMCL7j7ylcCH/lIa+6aJpX6HzxI/U386grpNHFO5p1wVAH0WWWjWEXetspMBaLpKeUsI3cz7sN0SnXLmeqUuel0Yyno7CxwzTXAm97UmrdXXQX89/9Oxxob60zH9dIV/GZKddPp0w78OKVEJk+3sr796rj9GHh18jaRsDljWeRIueYa4I1v9KcrXHEF8N/+Gx1v3Tp/3JV5K3jql7eyzHXK7DAhzptMeuu4MzPhBl69qgG4p1RH4EbnUcArAugHcj8p52YmBN/09OpGdEJQXXHF6k3WDbpOo0uHh0lBLRbpuotF+nt4mEaROgWoW+Teb92yrjdugFFFkpoZSJoWrHHfKorUrE65VzfsTrnmhU6O1w8No5v1iQCCMZKa9YkA3DdsuQQZUD8l36uHn2q8bdeZ2muZUt2Ut62in34UzSh6oXXLKdVN7nZ6LMFdefBCItEYiJJ1o15rdB5EGZRh2OU9btxNJu31kbkatnEfVNmpCrx1C2A1C7zKPa3kwKthRGesNtNxxRRZIFyZ6xbA6iUdVy4jdXJXBV1hLRl+4jhRZ/k14y0Qja7g1ui8Xm/kDWdK+QY7paKAW9Ndv9MMBLmD3rABYHwc2LsXuPpqUoROnKDHXbvo+fHx1f/jNna0lZEkG/exmP3ZVDDu3RCkcb+WTCmVN2ygubLZCdeaod3jdZIppZqR1CxqDwSbcdJO+Z6Tt2EY991wpqrO2151psoTIcPqcdKJoglE3wutkwCWV0ZMN7nbybEEd2XeCR1AQJa5vdygv1vTqlqVncqTeqPMqg6qQT8QPW/bzZSS71kx7U7oDKoa90EEXrvRN1XlAFatZt/nbtyNWleQeSs+U6tMKdVkbivbLEjettIVogwC9BG4fC8KOIUeQDe/rIx5we+Gfd99VHd87hxFz3btIodUJ4LvhhuoifrMDKU579zp7diSM6XaNZJk417UWEeBVsZ9lEaSahu2XyNJNCAFmnO3Ha61QjvH64dMqWb9TYBgnVJeGX5+op8q8xbwJ3Oj5q1l2fKyXd5GHf300wsNiMZAcvbmcfZCC7r8JkjjHugud9s9luCuc7KvrAfJn9craq+qUyqI/pOyvPVa12yW1iTKjJOgyk4FouSt+B7dAgFu/Sfl3+XePPk8fU9R9ObxY9yfOdM9XcGy+j9Tqlm/X4EodYVmASw/k9GB6HXcKBIG/DToB6JvrdInYKdUFAjSKQV0X/DpeuseVALNMk7aEXzT0+ePcS9v2KpP3+t0w5avrRl32+GaH/g9Xie8Va3xrt/U5qg37F6bGulH5kbNW8Be43YmQQHqKJrxuPtEnyiDAJbV6FCQlUvLIlkh1jsIBO2UArrL3U50Bfn7B7ydUs3kbVS9eZrpCnL/yfn57jilWjlTATUCWEHLWyA63rplSjULBDgzpQDii3BKRYGwy6DKZZsT7WSnRmHcd8pdcW3xeHNbLipdoZNeaE6ZG3UAy2+GX5gtKtyqAThTqmOwUyoKCEVTjNcESBj4UW69+ps40W3B5xf9lHES1oZdKNhrsJYoUi9s2EBr7kaBfuBtlFGkVht2L/dC8ytzo4Cu24avl3HfS7xt1gstn+/eKPtWvBWTvyyLZG6zxudBOqXcSv39wq9xHxWcTimngQS4Z5w4eVuv0zpFMaK8WVa16D85PU0yd/PmtZ+vFW8BNUr9hbyNxeh761aZvwpwyzhpNvFU/uyqBQJalUF1S1cQvE2lvOWRKmVQ4jvVdZK3fmWu6ryVAytemVKqt6iIsqdUO43Oo9Bx+wTcUyoKCEVTVqLaNe5VFXztjih3NoEEok/LD7t8Twi9gQHvaYOqpTYL7ra7YbuNeVYB7fIWUM+4b7VhDw7Se44cAQ4caM/AdYNpUq+6uTng5En34/nZsMMs3xMTW7rVU0oFeBn3XrxVrU9Eq8xUkVUwOws88kh3eHv4MPF2bs79eHJvnihlrlPe9qNx73SmyqPP3Yx78ZrcmycK7lpWdMZ9M6eUmwM17EwpJ29lPa8VVHemditTClBX5nY7gCVnm3jpfyo4U0X2K2Dzr13bTHXeNmvQr3pPqSiqWPz2lIo6w69PwE6pKOAUeoB/wady1B5oFHx+Mk56ccMWxv1jj63duDdN4Ac/IMFnWd7HUsFAAuzvtN82bLfop+Cjn6mRgDrOVDfeTkwA738/8OSTwA9/CNx6K3DzzfR8J5iYAF7/eroHjhwB3vMe9+PJG7YwSuQ0dyDcRuedGPeqc9fZm6fXeko1CwJMTAC33EJOpCNHgLe8Ze28vflm4BvfoOP9+Z97H8/pUDWM1Rl3YRn37cpboPd4K2ecNevNI3grevPIxwgTsnHnFQgYGiJd4bvf7Y6ucPAg6QrFovexVDDuBW9lh6jfz646b936pvrNlBIOmah13FaBV6Hj/vSn3eHtj39MvDUM72P5KYMKWt4axupm5f2m4/rlLaBe4LUVb4W8feqp7gRei0UKhs3NUQDW7XiqZPj1CdgpFQWcUXugfzZsOUXUT8aJ/LmdKaJRG0lexv1995Fx/w//sDbjXhhI738/GUjf/35rA8mtN48QiuyU6hztpuQD6m7YTt5OTAC7d5NhH4+T3BkcJANn9+72uSuO99hjdLx0mqJIbscT8sCybOeT4K2IPIVZdiqup5+Me3Fdwpnul7duKfndmhLWDrwy/ATPDhygz5hK0fe3Vt4eOECfPZWiyKrX8ZxGksxTsWZBO1T72SnllSkFuE88dcpbIFqZK3grJqo5MTEB/J//Q7rC/fd3R1f40pdIV/iv/9X7WM16Som1CztTCugfXaHdjBNZ3gqnVNSBgGZZ1RMTwOc/T7x98MHu8PYjHyHe/vM/+w8CADYXhK0UljMVaL8aoN94K/+tSvleK9vsgx8k3j7ySHcCr294Ax3v6aeB3/1d9+M1s83E+nKmlG+wUyoKCEU2mfQWBl7oJcHnJ1PKOZkEUEfweRlJzz1HnymTIc98J0aSbCClUq0Nrma9eUTKatCC73xIbQZspchvarPKG7ZpkhN1fh649FJ7+k8qBVxyCaU533+/f8VLPt7mzXS8RII2ZrfjZTK2Iu407gVv5VHKQUHwtl1Fs153z2xVCe1mSnml5IvePGHDLTNV5tm2bbT2mkZ75lp5u20bPadpJOO9juc0kgRvdd3eGzhTqnN4lZ0C7plSTt4CajilBgdXlySJ/f3MGfosw8Pd0RXEMIBmQYVmWdVC5obtTAX6pzeP+ExLS/a+1axhtNOwB6LXFbyqAQTXjh4lrmWz3dVxs9nOeBtWAEt2SrUrc3uFt26ZUm5BAEC9wGurAJYceO2Ut/LxfvYzOl4u5308OXjlrAYQ8pYzpXyDG51HAVkg6Hp7jSB7RfCVSt4THrxSm1UTfF5G0sUXU9SnViNjJpEATpwA3vte4J3vbN2I1zSBBx4Ajh+nyYhLS3YPky1bKE30/vtpgqKzNMzNGz8yApw+He6Y537bsGWnlFfjXb8btkrRz0OHaKPeuJE4Fo/T53j2Wfq7VqPo5etf72809cwM8C//Qpv+1BQ9J/eC2bCBUqcPHaJBC5pG3/nSEq3L6OhqRRMg7gZpPK81ww9Ql7utGka34q3ozWOadIywG0a7BQGcvBXXevYsydx6naKhd94JXHhh63OcOkWZqKkUyV1hIMfj7rwFVveKkEvn5eBLkOjnnlJezlSgua6ginHvFbWXdYWNG4EXXiA5UqkQx194Adizh7JH/OgKH/847e+bNhH/Nc02kprpCl7G/exs+M5UoH8CWE55C6wOBLhVA7g5U6PQFep1W27JMlfm7datpCNUq8DiIu33Qsd917v88faLX6T/GRujtRI67ubN7rxtluE3PEzcD0veigEi4rP4geq8lQNyzhYKfjOlos7w8xN4PXSInl9aovedPg3cdRdw993+hqSYJvCJT9D/DQ7ScUTgNZtdzV2xJpZl67GyvJ2Z4UypNsBOqSggO6ViMfq7XzZstxTRZr153Mr3ouwTUa3aUUQvI0mkElsWbZQAfaYjR4CvftW73lkgn6d00HicJvMIJJOtDSQ3RVNMhYgitblfeLuWKWYqZ0rNzDQ6fDIZ4p/giiirO3bMdmo1w9wcvV/T7OwA2ehNp4Fz5+i8Atks8VYomM4oknguSG6Ie7pTp1Qs5j2EIGp4lUH5zfATRu7iIh3Dj3Oym/DDWyFvikW7P1mlQr16vKbiyJibI34L7gK0PrJjzslbZ3aq3PBejjoHifMhU8pZdgo01xVUyZTyckrJuoL4DgoF+/2GQdkjH/2oP13hySfpnj5+3H6+mTO1WW+esCL3bsN8+s24b+aUatYLDYhWx5XPKa4DaOStuBcNg7L9xO9HjgBf/rI/3h45QusidGSgcx1XBLDC0nGFbQb0j44rX5dXqX+vNDr3ss103Q68njxJrxsGZTj96Z+25q04h5C5Qo6JdXLjrjypt1ikdXa2qOBMKd9QVMvuc5wPgm9pyRZozQSfauNyhdCTpy8BjUZSLEYlIPLmaZpk+Lz61cCOHc3PcfgwpUePjtqfWdeB9evpdy/DHiBhZ1l0fWGX78kp/+J77hdFE6Brq9X8b9heDaNFb56wpwy6bdhjY7Rplst0fZdeutpYKRSoFv/yy1uf48gRem8uZxs/smJbLpPiKTs2nMqm3AtNOALDLifpJ956ZZz45S1A36FwSoUNN+PeydtNm4hX4nurVIhHv/mbVH7XClNTwOc+R5wV6yWfz423zqiwzIWwMqWcztR2Greqzl0/mVKtjHsVdAWnoSPrCuk08ceZOZPPAy96kV1K6oWjRyljZXDQ1hVSKZubbrqCW6ZU2H38ztdMKT8N+gE1eJvNNmaOOHXciy9ubBdhmpSN8qpXtdYVjhwBnn++UceNxYB16+j3ZjquW4P+sJ1SyaR93f3C23icvgPDsHnXaphPL5TvOQNYF11kTykFiLeLi8TZSy9tfY7nnyeZOzRk94HbuNF+3cldYSsWi6sDWIK3hkF7gKqBTYXAKxQF5J5S/Sb4ZKeUgJ8okpx5oUr0U3YqOI2kkZHG8qNikT7fW95iR368cOAA8P/+vyT0ZINeoJlhb1n0eiYTfvRTnkrnZfB6QXXeAvT95vO2UtTuFDPBW8MIvhzNDW7G/c6d5CQ9eNBWQsXrlkWb6zXXkHHvJ7X56quBr32Njrd+feM9YlmU+bdrF51XwKlsOo37Wk3djBPVp50Cq2Vuuxl+gBpGkqxoOnkbj1OEEiCeTU0Br3gFOUj9puT/+Md0PFESKNCKt86eUlGU7/VzppSTt/LvfnvzRFFO4uWUcuoKF1/c+HqxSM9/8IP+dIUDBzrTFcSaCIMICC+rWm7dIEqD+63UX24eL2dfAv4z/KLgrVfPVCdvhQNJoFik+/Jtb/PH23/6p854Kwdeo3KmCgcO0D+8Bej7XVqy17FZLzRgNXfFd1ku03tlTgcNy/IXwBodbcyeLhaJWx/4QGveAsTdRx9tj7sDA3YWN7CatwDZ/eyUagludB4F3DKl+qUJpNiw5cbFfsblqhJF8krJF0bS9PTqpszCqLniikajxgudHEukiAKrjaSwN+xOMvxU5y1gG0nO5qVeU8ycG7bozQOEz9163f7+ZWVT16nvzvAwGfLFIn1nxSL9PTwM3HGHP8O+0+M5R+b2knEvl2ypCqfMdfLWshr3F9VkrlsPP5V468zwk3mrqjNVlDcC6nLX6SxzK9/z25tHFWcqEL2u4CVvgfCzqvu5GkDAzZnaqhdalOV7qvJWrEm9bsu9sBtG9zNvAW/u+p3UKztpwnaoVqv29bkFXrvB206P5zWpd2jIttu4r5QvsFMqCshRpE4FX68omkD79fYqKprdNJI6OZZcTujllAqrBKoTZ2ovb9h+M6VEbx4g/A3bq08EAIyPA3v3UpbT4iI1H11cpKjR3r30ejto93jNMqXEmqtaBtUPvAXUlrlekXtVeOt0Ssk9pcJ2prbLW/l/VYMf417lKWZeAayodQUveSumTQLhlkH1m3HvHATRa73QVNVxZZvGKXPDDryuhbdhDwppB17c9ZspFY+7l6+GAcFbXW/kigoBLGfJdBRDUfoEnEsWBfrZG+8UenJqs5s3vtmGLfpS+RUm3YCXognYRs1991FfqHPnaPPatYuEVDtGUifHapUiKsbXB5UiKped9htvgdXcbdWbx9kwGmhsGB0mxPmcfSIExsdpWsihQ1QLPzZGkZ5O7612jtfMuFc946QXeOuVcSLLgXp99TQhVcpJvIwkQC3e9mKGH6CukeTHuG+VVa1CxolquoIfZ2qYZVD92qJCoJNMKRWdqUC0vBWTeksl4u7ISPiZUt0IvKqaMAB0ninllLnlcvi6gqwnOPu1dpO3nRyvVeC1XOZMKZ9gp1QU6OeME02jm1c4MDppXupMEfUzMaFbaGYgAd01kto9ltc0KHmKWZB1yzJv+03RBLyNezcDCVDLSGqmaArour+aer/wezw/5XthNzrvx55SAr2aKeXF3ah528tOKbnsWzV0mimlijPVK8NPICpdwU8QQGXjXvVS/3YzpZrxVkypDrPXTCt5G6WOm83aTikgugnT/ZgwALSfKeXlUJ2ZiS5TKgzetns8Lx03TJnbJ2CnVBToRm8elQVfOr16lCbQvE+EfKMnEnQjVyok+FRySgHdNZLaOZZzGpSz0TlAwlCeGthNuJWd9ouiCXhnSvkt3wOiM+798DYqtGp0Lj8XBCzL/q7E+fqlXBporWgCrWVuVLyt1WxlrZlDNQp4Td+LIuNEfMf9LG/XYtyrVAYlIwpdQfBWNIyOoly6n8v34nF77Lz4W6AZb91KLAHirtwQOWioyluA1mVmxq6SEHaE0HGDnmLW74FX537g1HFlPcGy7J5KKsjcVkEAILoAlpdtJstczpTyBe4pFQW6IfhUVjZlodxJphQQfW8e1QwkoDEC6mxkG4Y3vp/LToH2M6VUMu57hbdA+BknQt4CttzsZ94KmStPNFXVuBfnk/uxqQJnZmoUfSKcvdDOB94Cvd3oPGrIumGpFH4QAOg88CrrNSpzV3aodsLbWGx1sCYs9IquIHNUdtqFoSv0YxUL0F7gVf6dddzmcDY6jyI7tU/ATqko4Nabp18Fnxz99JuSD7Dgc4O8YcsCLqwI6PmW2tyqp5RKxr2qBhKwOrU57IbRslOq00ypXuJtK5mrkjNV8DabVa/MrFmmVNhlUOeDM9VvppQqU8xU1RVkvbJYjDZTql3jvlq1szN6hbud6rhRcbcXdIWlJVtP0DRaqzCmmJ0vE6YFnP0n3fQEQC0dVzV5C6xudO6WVc1OKV9gp1QU6FTwyemsvbJht8qUcjOQgOgFn+obtrORbRgR0PMttbnTenuAnakyoi7fk51S7U4x65VyaRlr6eMXVdRedXkLRJtxcj44U1v1lGqWKVWtNt7nYUBVI8k5qTeKwRJyVnU7uoK4VqB3uLvWagDWcW246bjpNHE67GqAftRxO82UUsEp1Qu6QlQ6bh+BnVJRoFPjvhfGPAPeG3azySSqRJF6QfDJiqZoZBtmGVS/RpG4p1Qw8GPcB9noXB660I8Zfu2WQTFv/UHO8Iu6N0+nDfpVlrfdcqaKDIowHarVqi1XVOau0ykVZaZUOzqurBurCK9MqWaBV25R0RpeTin5MUjuin2yX6tYWk3f85MpFVUAq1d0BfkxzFL/PoHCUr+PsdYNW0y4UxXtbNhu2SZA9EaS6hu20+gIY8N2KzvtZ+PemdrcC00gVectEF2mVL/ytt3yPc7w8wfBW+GQirKnlJDzstxphl7krd8AlsxbOSsoTO7KvdDkacGqQC4nkbkg9MYoekr5Me57oZ8U0Fng1anjRh14VVnmFourddwwA6/xeP9nSum6/RmbBa/EewWits1UdErJjjpnAIszpdoCO6WiQKdGkjOdVVV4le+1kynFgm81ZMHn3ADDzpQSm1Q/RZHayZRSrd6+FxTNqBr093svtF7OlFKZtyILFfAugwo7UwrwJ3N7gbdiiplApxknURj3cvBKRV1MbrzrluFXr/vfuztBp9UAvZDhB3Q3U4p1XBtyxolXplSQxv1ahvn0Anc74S3QKONYV1gNWd7KffG4p1TbCGiuJqMpOvXGt6FomiZw6BBNVx0bA3bu7Dwbuu1jeTU659TmtUGeBuWcwhjGhh2Ccd9N3rZ9vFapzV5RJDfjnnlrw6sXWhQN+tt1pvpUNCPlbaeNzpv15pGPESRUNpBEFk6xuNq4Dyv6KWSO/B0bxur90ole0hXEZ+w04ySXA86ejSZTSkV5CzRmSrk5UwGSuUEZ0N0IvIaItnkrX598L7bLWyBcXcGy7POpyF058BplppRcieKHt4Zhf+e9ouO2kzAgO6Wi7j+pMm/ddFzOlGoL7JSKAp2mNvtsujsxAdx3H3D4MMnvVArYsQO4805gfLy9S+3oWK0anauaKWUYdomRyoLPLVNKbKIqZpxYli/jvpu87eh4ssKuaatTm72iSJza3BwqNegPwJkaOW+7kSklpt8Jo0UewR0kVFY0AZK5TqdUJmM77cIq35O/4y5mnCihKwjjxm+pvwq6gspl/kBjGZRb+R4QjlOq3T5+EThTO+JtO4FXlfqmivIiQE1dwSvDDwhfVxA6Xhf7/UauK3TSoF+11ioq8tat7DSZpLXjTKm2wOV7UaDT3jzO7BgXTEwAu3cDBw4AQ0PA1q30ePAgPT8x4f8yOz5WL2/YAioqm249pcJsAukW/fTjTK3VWo557iZvOz5eq9Rm07Q/h1emFPeJWA2xJoYBLC7S784G/UE2Og/QKaUEb5tlSvmVuVH15lFZ0QRal0EFKW8Nw11udql8TzldoZcCWKrzVi6Dkh2UssxVcVKvT6fUxARw883ArbcCb387Pd58c0jy1nl9vcjbVCq8bNh24NULDYiu1L8deatpnuuqhK7QTd5G1ehcRR23WdkpZ0q1BXZKRYG1Njr32LBNk7zm8/PAtm0k32MxerzkEmBhAbj/fn8ydk3Hkp1mfsc8q+CNF0Ivk2m8blXQrNF5mIpmp9FPwJW73eTtmo7XasMG7M/LmVL+IcuD2dnG58IuO+1iLzRleOsMUrSKgKooc1VUNAH3MqiwGkYL3opzCvSTrtCrvXlUntILeGdKyY9hD0VppxoghMDrmnjbSeBVBXmrcvAKcM+qDnOYT6e2mdPx64AyukI3eBt14FVFmSvrCaLaJkze9hEUtLzPA9RqsAA8ezSB+PEY1heAbM3Ezw60SEX2UDRFGvOPfkQb9caNFGA9d87WDSyLZMz3vw/s2QNs2WIHYeWBPuLxxAl6byoFHD9Oz8ViwIYNpGds2AA8+STw4IPA+vWOa/Yh+MQ1Gz828JI8UJqJ4WcPS8cJccMW11I6UMBVBSC3PgcFW5cCAwOwACycWsLxn5SxrQBkk2n87ACQOZbGhQVgoFQJztO8vGGb8QSOHY9heA5YOmbgzH5gbs4Hb2VnFtx5q2nkt5CDMIYBPPIIpSRfeCE9Jw+gcvL41Cl6fyoFHDtGx1y3zu5Ju3498NhjwFe+ArziFT54Kxn5Zs3AocfjWJgycO2yPf3j7+oYW+/gba1GN1+AUzJXyhfOWfi5FwrIZQFNRWVT04B0Gla5jOd+PIuxOcBKpXF0P2D9LImXFIBcudJ4z3Wz8cKyELTiCRx5JoZNc4CZNTDVireAa3aqF28XF0lJFHys1YB/+zfg3e8GLriAnhMcdXLWsoAzZ8igSqWA55+n13M5krWa1kTmOjnmwl2zZuDQAVrOa6YNJPLAEz+JIW1Jnz2Xo4sIWObKX+3LJgvYAEBTUdEEgGwWFoDJQ0WMnCojCeD5ZzKYX9RxTQHIxSrB7RXL8tYCcPCpFC6Zo69zcr+Bc4ZP3vrQFSoV0hVkA6ZeJxl6xx22zAXcB/+dPEnvTadtXSGVIr7qegtdoUUgQObtFccNXGABx47H8FzEukLih3lcXAAGcoNqRnaXeXvqmSXUjpcxlgdeOJHBsYeBa0spjADQgnSo1uuwABx5LoGBUzGMFIBM1cDjB9am405PA5/4BMnZiy8mXWFhgd4TjxP/3vMeyp4S8JK5bjpuPE58TSQ65O3y71bdwMHlz3rpsya2WcDZczE8ETFvKz8s4MoCkLtYUR13mbezx5fwwk9LuFjScQdPpLCxAAwslQPVcS0Ax04lsDRTx5YCkK0aXbXNAOKx8GMtnxb/9m/A+94HbN5Mz7kNWhXPnT5N70+lgKkp0g/GxnzouK16Skm2WeFJE1fnAcOM4VEv3lpWoIMexLXMnq3j+nNl+nwq6grL+qEF4Nkfz2H9HGDm0pjaD8QOp7DdTcdluCIwp9Tk5CQeeughbN++HZOTk3jnO9+JkbD6VCgCeSOdnSXDeMMGYOOxGmYeB/7znyTw6oUYrisDX/odA98bJF3Msy7YpaeUXFM8P0+Cc27OXVEVg6++8x1gdLT5tc/NURC7Wm2UOefOkYEVj9Om/v730+8N1+wQfGIdqvvjuKIAFE4aeNfNdM1XnjVx+yLws0M6/uxfKeK1YwfwR7+Rw8sBWIXiyuYubwhea7tzJ51Wtmevugp4/HH3TUVev5cs5vHheSB/dhCpic5qvIPEjw5lkH0cmCkt4f93oIxb8sC+I2n85VeBNy+l8GtLwIG9Zex4MTA8TJ93dNhE5plDKJ2YwcDFY3jxb+yEHqcP38zud1vfKyaryM0Df/eXSTx7RsctM8B3njJx319T8EJ8d568lQx7N94uLBCX5AxiwObtd7/bmrcAcbdQoI1ecHd2lv43lyOn1eIi8Cd/Quu0cs3r3Xk7+0IM1xcAow688xYDh54F9DkDX5oBTOj47d/R7M9+RxbjmgbLsvD4D4s4W0v6Wls37orP6uY4kddPK5XwN9MmsgPAwsFBvPrG1msUNs6VBnD6iTK++rEZ3DIDPP9EGu/6BeAXUmn80RIwd66CzG/Q92F8bwKX/e/7kD56GFalAi2VQmrXDmjLxGqXt9umatgwD0x8J4kv/WMMHzoFnHzCwO/9awveAquUTTfeLi6S79EZCBO8/cEP/PN2aYmcsIK3i4v0ObZupWO5y9w4xqUbx9TjK4b81fMxxOeBP3u/gX84S/fYZ86ZuMAC/uhuHWfGpM+ey8EC8NyBAqYW/K3tWnhbqQCfmivgigRgPJvDLgV5O3Uui8XHgS8/XcCt52owDODW16cxkNPwd4tAdsDA7MN1DI/Fuy5vL0hUsXUeOHZCw63/KYavPK/DMkz89q+YqA214K1PmTs9TdfgTAwW3P3e9/zpCk55C5CusGUL8dlTV5ACAWYsscLby1+I017zOQOfK9G1vGvOwA0l4L8/ruPbg/Zx7r0ihxcDOHWkgMMPB8Nb5/rdMl3Ar5SAR/8uh5e9IlpdwY1XR6ayqD8O7Ht8CYNLJbykAnzirjQOjQBfKKZxWRKoPFJBvORPT/Lirtfabj5Zw9nHgQ9+MIFfn43hygpw/xsM/DjXQsd1Me7ldV9cJF6lUrYzSoZhAM88A/zt37ZOqGim427eTJ/PF2/jNm8vfj5Ge823DHzg28Tb1xUMvG0R+MljMXzmYfs4f/wfc7gGgJUvhKbjXr2Qxx0LwLmZQQwpqOP+9MksUo8DxypLeOTfSviVAvCtpzP4H3uB3y+kcWMZ+P69FVx7gaTjNrlvW8ncAweAn/yE/r7+emDk6RqKjwN/dSSBRLWK1xeA//NHJv7ryNp4K+Tt/Dwdx5nBJOTtxIR/XaFYpC1fJObMzfnQcTONgVexPgvPx3BtAagbBt66bJsNzRj48zlgATHc9tv2fvP+3Tm8GoBlWTj0wxLOLWUD1xWSSwV85RyQHQDm9w9g/Bdar1FQcOVUMom5fAwnpgx84SMzePM08NQTGfzh94BfSaZxewk4MV/B+hvXztt+R2BOqVtuuQWPPvooAHJQveMd78CDDz4Y1OmUg7ih9u+nTa5ep+hLLgfcN1fDpQCSG5NIlHXU8kChZuBcBXjJS8jAEanIe/eS8DNNYOqpMkbmgPJ8BptMik7u3k2CbuNG+r9z50gY6ToJERHFB0jolcvAr/86RZkAek38iL8ByjD5/OftgS0iE6BQoKiS0HmHh0nglMv2Nf/db6ZwSQGo14DnDibw8WUhtz0fw0dmgKNmHT9cRzdltUSe+ZoVw8ICHe/gQeDDT+fwl3Xg1OECfuexxiZ+N90E7Nu3em3Hxih1FSBhWKmQkiKGSTk3FaBx/bYlC4gVgONzOXxmee1vuGG1cACCn1bkfH5hAfjIHw/g3jyQS5YwkiqhNgvMVNM4Vwfi61OIVYGTz1dx16/SOl5bnMDvLdyHy83DWK9XUNdT+PHtO5D58J1YvHrcs0Ei4M7dO/UabioBTw8kgFwMRh2wNAPVKhq+OydvjzxWxgVzABJpDLvwNp22nVKaRvfIBRfYa1qpEN9uuYW+X1mBdOPu1BTwmc9QJng6TdwUBpjInIrFKAMgFrOv+YE9KVy5zNu5pQTuWOZttRzH371A67D/ZB2JMaBUIN4a0Bs/+3s1/C9jAIUXCtj91gKmzFFfa+vk7sJCY7aybIA6eXvBSAGxOWChEMd77khi7+eC52273M0fymBsCRgZmYVRB5aQRrUKzNZTgA4svFDGG38V+MX0BD42uxsLxjye1TaiFktjQC9j0z8dxMDju/Hc7Xvxx/vG2+LtLydr2J0HTqQSsDbpMOqAhta8PXQI2HqSsmMGkmk8MtG47tksKVzz83ZLpgsuIDmsacS7Ugl485uB7dsb+er8ASg76lOfokzwdJpk15kzdJynnqLPa1nuMvfhTArJeh3z88B7fjOBw9NkbP3JuTguLQGHh+rQNpERppkGTAtYKMSgrbeP8ZebBpB6HPj8nxTwjwl/a7sW3qbTwPBiAYUC8OefzuH2K915G5Yy5sbbx/4xi1fkgZFR4q1pAYvVNIqLGrC8J77x16tIjsS7Lm8vzdTwhXmgHktCWw9U6zHELBNG1fDkrfgc546VkZgDZk6ksd1F5loWfV9LS3Y207p19loImfvGN1J5iAxnYPzoUeCznyX+p1J07JkZ4t8zz9j2mhtvv3VVGqMFuq777orj2yX6vzctxPAfFoFj2TqGdizrLidM1OrAXD6G4S22nrT3hzm8tQz8y+NFfPah7vN2fNwuGRPrd1Elj1gNOHJyEF+OUFd45JHVjY43bAB2PDuAt+WBTK6IWLUM0wQKtTQWFoBqIoXFReAj7y3juXW0BxoGUK+a2IlDGMMMiukxaFfvxB3v11fW0MldLz0slwO+PFvFeg1Ib04gXoihVgDyCybOlZvruCeeLmNwDliaSWOzC281zR60KHRckUkq1mhuDnjNa4Arr7T5KtZclrlTU8AXvmDzFqD7uVik15rpuP/jV9PYuszb//XFOD7/APH2mqU4bp8BppMGhq6i9SqcMlGrAgUzhuFL7c/+scM5fM4Enn+miHd8Pxwd95J4HrEiMDWbi5S3XnrCJ+/J4qN5YDBTxHCqjNoccK6axrkaoI+mEKsDJ54t40+WddxaDSjmTVxlHsKWzAyqg615K9blQx8ip5SQT4kE8OF6Fa8FkLg4gWQshtocUKoaOFdvzttnDpaxcQ4wh9MYbaHj6jrJGOH4BGxd4U1vAi69dLWOK3MXIF3h/vttHbdU8qfjfuX2DHYs67hnzTj2LOu4iVIcD5wB6nULPzxpYXSdhlLRJNsMjbbZe+5I4luVOBZm6njXbxdw2sgGritcPJxHbB6YLmZxx/v0UHjrxt2FBeDTn3aThRqueiaLVCWPkTjpCkVkUK0Cc7UUEANmT5XxtjXyVjUnchAIxCk1OTnZ8Pf27duxb9++IE6lJIQC88ILtMmZJt2U9TrdpJpZQ10HykYC8/kYYAHZtAnLolT4q64iYTM1ZdcFf/rTwIt/VMbN88DEqTQeOWEbRBddRI+nTzduukIoAaQoTk0Br3wl8Ed/1PpGNU2KIBw8aCsDGzfSOZ96yp5KLQY1DQzQNR85Anz8z9P4wzJQN4D//+Nx/FOShNHYpjiMs4BlGFhcJEF8mWEgpgNaLEbK9DngpS8Fjj01gMkZIB4vYGiLhfRGDeUypcH+4z+Ss6xcttdWGHBiDS67jITcM8/YVVTypvKe99Dr8/N0bbUakK4XEIsB8aEcFhZo0xobW63wAbZCEMS0IqGQiOeTSeJRwswinQYsWDBn5gALMFMZSuedT1Oqb6WMogm8sjaBPy3vxpA1j7PYiIqZxnCijIumD6Jw5258fv1eHEiMr2yYQuF661vp2gqF1dyt1mowLGCxlECtHoNlAemEgUzaLgF56UtX89Y6UMYHzwBnnk/jr3/d5u3WrXSOU6ca1yUed+ft3Xf722BMk7JTDh6kNGZRvnfokN2rPB6nn2zW5u1t70vjgQLxdqoexz+liBsXbdFgnARMA1jKG1iqAiN14m1da+TtkSPA/nMDuDBWwMYLCjBHW6+tk7ubN5PzQLQ3aFAIJN5u20bfS6pEvLWSOSwsaoHzthPufqqcxUVpILYwC8sCqokMMhmgVEqhWgM0VLFUNfG7xfuQM+bxPLYB0KAZgJ4YwKSRxZapKZzZcz8Orr8BGzbpvnm7VCLeFqoJvDBNvE3GDGQyzXl7+CkLf32sAl0DPvP2NI7nbXmRz5N8l9PrEwnKDJF5+3M/RyVQfnn78MP0eTZvtnl78iQpmkK5i8Xs/hGCuz+YS2MdiqhWgUeej8EYpMBD+VQMpgGUiwZOn6ZjJHUDMQuombEG3v4/h3P4JQBjQwVsvShY3tZqtPaDyCOdAl4oDrrydscO4A//0I4uBuVMdRr3grdvK5LMjc3PwLQATdcQzyRQqQCVugZYFox6GVfUH+26vM3PEm/LVoK+OyuGpF7DQNrATG01b2+4wf4ct/xLGdvLwN5PpFH8ti1zN2wgGSBnUwunxKZNjdx9xSuo1N+PrvDDH9LnkUtNT58m46leJ1lrmnQsmbd//1wKNyxXOh/Q4zi7zNvimThMA6iVDdRqdA/olgE9BpiWvqInVavA0eM55C1gdGMBW7d2l7e7d1OA49Oftu/9eh0YMPN0D26KTlcQa1yv24ZvqQQ8+iiQrWYQTwNWsYSUWYKuA1Y6A7MOzJdSuKAOWPUK8nla7w2HJ/Ce6n24UjuMbIIcqke+swOf/+md+GlmvOEczfQwp45bqiewWNABCxjIGLDM5jruNT8o4ZcWgf/3hQwOPL1axz11ivip6/QTi9FrAsUiPfc7vwPs2tWat48+2qjjbtpE13/kiK3jCueUzNs/35vG25cdqE9rcZwdonXMnyN5a9bqK7y9wiTeGtAbPvvxJwcwOQvUkgUMXdh6bdei41588bKOWyNdITEyqKSOu84geRtHCaXZMmABVpp027OLKVgArEoFRYPW5efrE3h35T7ssA4jVa7ALKTwzFlv3gq5UCrR51vuLADLIge9adVR14CymUR+nnibSRotbbOB/SW8ZxqYnMrg65KOu2ULyZPTp2k9hG0WjzeW9At5+4EP+NcVJibo84yNeeu4iQTxSPD2vR9I4S+KpOP+rJ5Y0XEvuCgG49SyjrtYR7mSwJZlHRe6U8fVcPBcDutj89i4uYD4yMbAdYXkEvEW6XB468Zdw6DrzGTofhKcOnCAqjj+tpLFxek84gszsCygnkjTPVxKoVoBNK2CYqVz3jqDT/2KQJxS+/btwzo57AZg3bp12L9/P6699togTqkMRAO6uTnaoMXGBtDNaJpAHDVYJvD0ZBw76jFYoN4Jpk438unTlEW0fj1tmu98J90U16dLlLWUSeOHPyTBl8s1pjEPD5PArddJMIiSqOlpes2vgaTrdDPv3k0Cc8MGO3pvWSRoUikSHAsL5OmOxejvM7U0tBRgmUAdVAZ1/DiwbQMJt6ROG3a5DGg6ZZxULR3G8v8//TRQXMjBMIBE3EI9X8JcOQtNo42jUqHPp+t0DaL8QJQ4J5P0ecX3MTBA/3PsGAngTIaU5XKZ1u/QIXrvldU8lurA2fggtEHgxz8mwbdlC3326WlSGABSCGQFuF2B4Yy8OhWS4WFb8M3OLit6SCKvUYgpa8xSf6lqBjUNmK2ksKQBMVSQTJh4V+k+DGEex/VtgKZRhN8YgDGQxejiFH7rhftx5tU3ALoOy6J13LSJBKxl0XmFMSEM77hFO0ipnkC5psPSqHeCyOBYXLQNPZm3/y5bpgh6Mo0f/5jeMzgIPPGEfexczhb8xWLnvPXibr1uO2rFhv3007RZJxL0PZi11Apvq0is8NayNFTNOOJ6HVatjsUKMBKzo0iGRv9/5Ag9ztdzuDB2BvpSAQvLivO6ddSfAqBzmiatsZAJgruJBDk7NM2uvCmXSSZcdBFlJZRKtGkfOrS8fkYBS2VgJp2DZQXL23a5e+bMcgq3OYB8BRgwZ2CBovZFEyiYadRNIIEyrkkcwktqh3EGG6HHNAygiJRZwnx1PQYGNLywuAHbSk/hxg2H8NzALgC0Rps3U/8EsaaCtwJxi3pKlesJLBRisDQAhrESIV1cpOj76Ggjb7euJ96aJvD9xzI4NUOf7fHH7fT7TIYMAqHUdpu36TSdw7LsKPixY8SH4WF6bmEBWKymMKQDGoBYOoFimfhdNuJ0/nodi4vL62IaMCygBh3z8xRkWFgAZqo5WElAXypgZoaOPThIx7Esm7cic1aWuV68feGFJry1LNSLRZRjwMLAIJ5x8FZw6ld/1f6sQThT3Yz76enlH2SRB5A1ZgEARTOD4pIGywKKRgoZlJFLlDqWtwcPuvNW04DYsrytmnEsLpJRa5pAvWLA0hp5++STwN/8DWUszc8Db4sTdxODaXz/+6SPZDK2rqBpZBTNzZHSn893X1cQrc7icfr79Gk69tCQzduZcgb1Zd5qyQTKy7x9ZT0GXQc0o47Dh5flt2XCtICqFcPcHH3mfB4YtQbIUbFUwPw8na8TeSteF7zdsoXKt976VlonTbN1haVSHmWQMzUepwDeunXh6QrC+VSvk6Eo+uya5vLnswZQXAJiVhFJlGFqwGwpgxqARSMNE0A2UcHSErD52Ql8qrYbIxo5VM+ZaYymythZPYgPnd6NOxJ7Uf/5cWiarV+Vy7YeJg8cc+q4Tz2bwGuWdVyjauu4p07Rejl13NemiLd61l3H1TQ6v2nS49ISfZe5nJ39t2uXnTXRCW9F3x6h487O0vc/OEjcmp8HzlbTqGvEWyRs3uaMGPQYZaM+/fRySatlki6sxTA/T7InlQIqi6TjZswl5BctLC1pnjqu0F2Kxc503J/9jN57fSWPJQM4kxyENqCejruEARQ1wDTrSBqLsAAsVtLLOm56RcdNJKkS4L9gN0Ywj3P6Rpy10siaZezU3HkrZO5jj9HaxmK2s1z09E6gBtMCnj8ex7CxbJvVTZjL8urkSeKtU8f9lcyyjptK40c/atRxBYaG6L41jLXZZl7cFW0vZB33yBHihuDtaQ/bLGGQbabpZIsWKgnoMQOGCdQsHQYaddyFOjmltKUiFpd13LEx+/MODLQnc0sl2h8uvNDm7eAg8Q4A0vU8lirAdGYQVjZ8HTeVIr1PlEwK/gwM0Pd64gQwbw1gXR3IGqTj5utpFIu2jhvXykik2uOtWEvZEXrDDf1dyheIU2p+ft71+VkxeUlCpVJBRWrGsShGhvcoDh2iTWdwkG4Uy7K9wcKQSaIKC0CxloSx3LJPWzYURAPGM2fo/cUi3XQXXQTECmXUqsDpOTLo6nVSynI5+hHCcn6eBI1wcA0P00Z9xx3t3Zjj43QzCyX+3Lllr3USePGL6UY9ccI2xopFErhlpFCr0e9GnIyiSgWYOrEs+EDKiWXR57ZAUWDh4Z+bA6rVJOqIo1arI3+6gHN6tqF+WmzYYk0ty/69XqdjACTwhCNtYQF49lm7b1G9TgalGMqVs/IwTeB0YRDH5+l106T3iM1DCAPRW6sTgSEclyISIIRPNkvrKxx2S0t0npkZ8Rk0LGpZDGkFjGEGAFBGmh6tFEwLSGtl7Kgewg6QcW+YGrbgOAzEcdrcjLypoYoNeIn5FGqPHsITiV0r1yXWQ3BW1xu5mwD9UbGSqCO28v3V67Yi9/zztvKUShFv9UoJ9Rowa2SQXz72wgJxNpMho2rDBuJrN3jrxt2FBfp8w8O08RUKdl2+4G3ByqC6zFtTjyMWI95OTgJ1M4YY6tA0Y9kRtMxb2Lydn6f1KyBH6blnCjg2a6+tcN5VKrS2opm7k7sio0AoSpZF9/mxY8tlFnXihzAEBpGHaQHnKoM4eZJer9Xs0pxu8VbwwIu71Sr9LC3ZfWby+WU5ZmVgWMA60IKUtfQKlwAgiQqG6zNIoIIS0rBM4ELrONIoo1xPI1/IwbLSGMM5nD08g0Mpm3Py2jbjbRUSbzVzRS5YFq2tzNsLLwSsUplKI+oaZvJJ1Gr0uXI5koEjI6SwFIvB8VbI3FQKeNGL6LO+8AI9Nz0tyVwrTbJVA2pWHJpGa1I1YzAA6Mu8NQzKOAGWZe6yM7lWAwpWDvUaUFso4lTZ5qNTJsi8dPJWrKF4fXHRDs7IvNU0YChWhAYL9Trw3JkcqgadS2Q7CGdJuUznfdnLuu9MFcZ9rUZ8zufJYJ6fp8+Tt7IwAJK3mi1vLYt+T6OMl9YO2PLW0jBsLuBCnMKUeQnyZrapvPXD2wqS9N3BdqjWYfM2HqfjfPjD9Lh5M5BYKKFaAZ47lUFpWaaVSsTN4WH6/JlMOLrCi15E7zl1ij7zzIzM25Qrb0tmfIW3Qj0k02h5HZa5Va0CeYuc8dpSYaVhtV95W6vZmTcyrxcXyZGqaWSIAo2DtbJWAXUTmJwexNGKbRAKvSJoXUHO0JycpO+8WKT31WpA0crCsoAMlpABpfqUkV7mLWWcJIwy6qaJ36/eh2HY2alWHTi3NIBpK4ut1hTeXb0fb91/A7SYvvIZnXqYuB6xrglQw+ilWgJ1xFZeFDruyZPkUHXquPpiGdUqcGo2jWK9UccdGCAnlq5TdpD47ioVWpdOjPtWOm4ySfdHudyo45asFExN4u2yjrtkxmECiGn1lQwrDaQrGBY5lfP55R5sVfIk1msWFl9YwpI2EKiOG4sBA1aBdNx8Dsdnbbktyv+i1nEXrQzqGqBrWNFxS6Aoh9Bxk1oFtYqJ2y0KBDyPbYjDgGVpyNcH8IzpzluxbmL4k1hTcb2WRbYZACzVE8gJ28wyVtb31ClaI5m3W7YAsWp5WcdNobCskywu2rwVSQYLC8HquIZh67iLi3aJnODtkpVa0XGNmK3jPvN8fNk2A3StTnqRQWQzrNU6bhEDKzru1Iy9tmvVcY8ft3WFSsXWFVZ03LKt4wp9IhYLXsfN5+l60mni7rPPks0i1lbouJYu6biSbQYAScuFt5aBBGqrePuWR29Y6UV51VX2AIanniIfQ6ss0F5GYD2l3ODmrLrnnnvwsY99LMzLCBQzM/bNJLzVsuCr1YCEVYOuAaaegGXFoAFIJQwkljeXbJYeq1VbWJ49C5TKJVTrQEHLQF8u4dB1qkGWe8iPjNhOlLvvdkxfaBPj4421u+fOAR/9KG3W2SylC5fLdH3F4nKk0UqjblD/jXI9gdqyIlIxSDmJa/WVZn+JmAndpPK91HKa5+goMD2toWjkMJCYx0XDBdRjG1Es2qnUblMp5N/F387+F6kUebYNgxSjDRtoU4nHgRcdzSM9DdQSgzAX6X9FfwGhLOg6PT8/T4qR6EXgNa3IDadOrZ76Ylm2owQgITg1ZUdyRGZCychifaqADZUZ6BqAVBppDaiXU9BMIK1XMGbOIIkKykgjjvrK5j6N9TCsBMpIYwPOYcSYARL2dTn7Mwl+iUhHskJGkhVPwKjr0DUgGTeQXP7eDIN4L3gLLNeO18qoVIFCLA0tYR/3kksa+5h0k7dAI3d/9CPgnnvIGBsYIOfthReS81fwtoYkOaQsoGLGV4xxwyDnUwpAQjcAA0jFDegGAC2GVErmLVC0cogngI0DRQwuv7a0hJWInRNO7jqfkyMmySTxR0SJEgngpTMFpI8CNeRgLtnRfrF5i3N78fbf/g24/XZaj2aDVDRtNXcty3YkiHhCsUiOk3jc7udRxgA0ExjTZkn2JdLIJgGjnAaqQEarYFYbQ9VKIY0yShhAbNkIHUABRSuHNMqoIolpY2yFX2KtxNq68TZRIYvRjMVhGDHirW6sfG/1On0eUSoBkJyLmWXKCEAKiGsrx9yyxU4VB4LlrSxzUyk7uyCft3urCJlL2UdAoZIg5wXIgAeAhFYHlvejuGFCBxBLxJCwiEtnzgAlLYdEHNiYKWB02OatiO464cZb4ZiSkc0Sb0+ftnmbTALrKnlkHwcKtRRqtcSKQ+LUKeKuUPaEcjs1RUphIkHBkPe+F7jttuacFTBN4IEHiLOiN8T0tK1smiY5IQYG7HtF14Eqsg28resZDGTpfyrlFJW14yySVmVFCR3GPJKoYB1mcNLKti1vxXoKeWvoCcAETD0GHVROklg2fNJp22k4N2fLh3qxjJoFFI30SqmyppGuIDeADkNXSKVsw6xQoHO58XaplkDNwdukXoe+vD4JGNAtIBbXkQB9j2fPAmXkoNWBkURxZW/3K2/dnpMN6FyO1lWU2wwPL/9+qIBkGagmczCWbMNFZKk7dYUjR+zMsWqVHKS///t2CY/XdZ0+bU/kPHqUnhOOGuGsKxTofpGz7Cp6FpoB5LCErF5GDJRhn6gB5UqashT0Cq62DmGHdRhnsREpVHEpJnEWGzFvjQHQcBYbcAWewhW1Qzgc29VwnWJ9RRmd+LtasRBHHboGGHoSsHRooFL/VjpuuVRGzQDyenrluG467otfTOtRLNpZKWsx7r103IEByswslVbruIK3pXoCteV9wwBl18RhrHz/KY10BS0WQ0KnfbZWA06Uk6gbCaQTNWwZKWBaH1jRcYWjScgIWacV30E7Ou7WrbSW2ycLSM8AtUQOZsXWcY8eXc3bhQXgueds3oopyHv2NJZMuuHkSWqhkE7bTl3hkGuu42oo1zMYTZWwvjpLbqF0BmkAtXIamglktDJ2WodwBYi3MZi40noCFaRwGDtgefBWrJUnb6tA0hIyNwloMWgWkIoZSMTo8w8MrObtmTPAQpV03MV4Blrc5u22bY2Ny8PWcavVRh23grSt4xqJlb1D2GbQqLUB6vSoWwA0Hamku467aaCAwWT3dFwR8Dt5kvSciy6iv688W0D6GFDTcjCLdnbV8ePu8vbZZ20d1216t/P8Mtx03MVF2/kN2BmL8bhdSrxkDtBk+urMso6badBxs1oZV2uHcMWyvIWm4TLrWaRQwVO4AnUkV3h7Zf0QDsd3NVxnOm07cPsZgTilRkZGVmVFzc7Ouk7fu/vuu3HHHXes/L24uIitW7cGcVmhYGzMbvYpHAlCSRcGbsKoARoZ9zEtBlSAhEZa//AwpWNbFqWfm6ZdDz54tow4gMENaVy9lbymIqIrw7KIvNdcA7zjHWtP9dN12zNrmsD//J8Urc5m7RRMkdpsmkAskUK8BtSqgKHH7QnltThiFhC3DCSXBZkOgwTZct3y4CAJjulpoBLPIZOZx2WbCtBydoRJeOJFiYBYV+GVF8YmQAZMPG47TS69lARfoUApw5WK/f0MoIB4AogN56Dl6Vo2baLz5vP22oqf+Xk7W0Vc0/e+1/lkQxElF8hm7WkaR4/SNZeMLGI6sE6fp14xy5uMlklDWwIyegXz2hhq9RQG9DIMLY5laiGnFVFOjSBWKqOGJAYuHsNLN9ibcz5P6beGQc8lk43cTVZrgAUYWpz4C+JtIkHf+8gIcfepp+jvbdvoM47MlRGrA8mhNF72Ikpzd0um7DZvAZu7O3cC3/52I28TCTu12TSBTCYOrRyHVqmjriVWDLl6HdDMGDQTyCbr0CuADpN4q+mreFtL5ZBJA5eMFXDZcp8W59oKuSCOL6KjySStmVz+Yi5nRQqxKEpuRBRpwMzTZ0gNQl9O15cjZfL6evH2X//V/9SXZtwVUfPhYVKGczniQ2k+CwAY1hZhmUAZmWXlPkUlZ7qBw9qVOGzuwC7tII5rWcRhQLOAHIpYSFrYVJ7GQW0XSi/eiStytnwtFpvzNlWtLvM2AUsjoyGmGStywcnbSy+lzzeWL0EvA1YijR07KAtQTM+RESRvgdUyV9dpfU3TjjDXtRQ0A7A0DXpct6e4lGIkoxMG9OXvKK7RutatGAYHyTA+cwaop3NIJ4BNucJKQ1Ihc4XilUzan8+Lt4KXgrdiqIbI4hDcyxgF6DGgqi87FUZs3op9TSi54rOK/zUMMvT/8i9bT9kSn+Ppp22DQMDJ21yO7gNRtlhezAImsE6bJ97q6ZXvpKqllh2uWdQMkrdL2gDiprnC21QK0CV5e9VG2+FVKLTgba0GmEBdS1BU2YpB0ymQg7rN26NHSe84dYquu1oFsqUyEhpwwbY0hkbpPGL9ZYStKwwOEidEloyFFDSRHabHkVjWSAVvkzEDCX25TL9AG1nNjGFwmHg7OwsU6jmKJGcKKwMFvOQtYBtQQHN5e/HFtoy58EJaZxFEGUSenBYXDEJfpH1ERM5F1pSsKywurpa5P/6xP11BTOSUR8gLnU/I4KEhuraBATLIlhYHoAEYiS1CJ0ULVZ0cKbVl3ma1MrZmZ5BequCclsYo5pA2K9iIaVQyYwCAcjGNFM7hZRfOILbZzoR88kn7cyST9tpZFoBaHTBBaRfxOHTEgOpyQMdqruMOnSkhrgHDmzLYdRG97qbjioy/Xbuov4yY7NUpf1vxNpOhNV5xoOgpaMtOQVPScW3e1pGIL/O2aACaLW8vuoj4eeIEUI7nsD4zhxddUEA2s2lF1xQyL5Wy17Ze99ZxRZDXS8cV65Kz8qTjjg6u6LgbN3rruLOzq3nrd3q305AH/Om4S1oWY3oJ6/VZWHWgZKVhmICWTkErAdlYBRutGaTqFdT0NNJaFbphIYMy0loVWiqJaqmRt7KO+7Of2dlwMm8NA0jU7UBAPBkDSkBct22zK6+k9wpd4ZJLSH4Mz5QQM4D0cBo7L7PL3NyC52HquMkkra3gbTKdQqJM12xocUnH1aCbGmBayCbrmDOBGAxoACxttW1WTeaQyQCXrC/isuUAXTdkrujJOTtrZ/gBlOEXjwNWOge9ZA9DEmXnYm3Fz9zcat62M73bqePKE8FF9qLIlB8YIE4tLWaRiANjxhzxVmvUcTN6BRu0GaRM4q2uASmjCh0WhrQ8iqmxBt7GL7SDVQAFTZNJ2uv7GYE4pW666SY88MADq56/7rrrVj2XSqWQksar9jp27qTIyoEDJBgKBbtuFgBiuoWkQfX2eiqB4QEdOEN9IrTlFOZikW780VHb4TMwAGyulZFeJONepPOJyGMqZddsd5LG7BdedfginTKRADZdkkb2JFA0AQOJlR4AmhVDSgPiVernks0CqZoBowqU6zHoKfKOnztHr5VrOcAi4wUgQZTN2pFLkVIrlHyxxkKAArQ+sRhdmyhzFBvDrl20ca58jloBhkGpzfE4pcSLSGY+TwqSLKRECQhgTyv6zd9snFbk5o2fmgI+9zl7siFgR8ampmwD6eKL6XoBckgcOUK9IiwLSKcsLJWAuXIGWgoYvSAF/SgQr5fxZGonnsEOXFU/iGl948p5h7QCrMQwRkvTOBTbhbMX7ERC4ofIEhANwJ3cTWlVaBZQMpLIpAzoVaq3L5Xof9avp+sfGbGj4xs3AhcnysgYQDyXXunhoiJvt28HElMpGEYdhhVf6ScEAPFYHNoS3afZLJAyDBhloKpR7xOZt1VroIG3XmsrFALhnALoexdOPoFazU4Dn5pazdtUnXh7dimHWIw4u3GjrWw++aTNqXqdHK2Ct2Lqy623tuatZZHi6ORuMknHnZy0nQibNzdyt7KYAUz6bLUqkK+lUTKBdCwF3QRMA0in63ggdSc+ubQbF1tTiFs1mNAxhAXEraM4q43gc8k7MLJOb1B0W/JWr0EziLepjA69DMDw5m02S+t6SbGMbBkoJzPI5aLhLeCPuwODacRngZKRWPnsogxVA2DUiLeWBWDJpBw0XW/gbS2eA4zWvBXH9+KteM4vb2frxNtNm+j5DRtIxh8+bDdJNQw74APQeebngVe9ivbbZtA0OtbRo/Qdi+9IXO/Ro3a5y/r1tuK6dSuw9OTA8nst1KqUeVQqLTcHN1Mw68Cp5MV4RiN5e1zPQgfdvGmtjGy8hiHY8jbehrxN61VoJlAxE8gOAFYpBsMkGaQnGnn77ncD995LhvNA1sLoQhkaSFco6+rK3NGNacRPLhsyqQRSy/s64hQEMGsG0sO0F8afMKiJdCyGiy6y1ylv5ZBKA3GzBN0yYGqxpvJWcALwL29vvx143/vo7wvW15E0SjBM4NhsbsVp1UxX2Lx5tcx961vtqZwCzqyXyUn6XsWULbGuySS9ls/T3xdeaMvbLVuAk09kAI2CKJUyYJjUUyoWBwykYVaBdKyC9EVjqD2bQsosQ9dt3qZidRhaHGmNHKrm6NiKkddMDwOAdKwGzQQsk/rbDaZjwDRQqxjQUs113I3lMtJF4m0s1py3IyPAn/5p9xv/+tJxL04j/txyNlMysZJJoidiFAQ0DKRzy7x9yoBZB8yEvvLZV3Tcag6w5pA2ii3Xtis6bj1POu6iu477xBO2rmAY9mcHbB335pvJGdOsWuHYMeBLX2rUE8R1HzvWXMddsrKwrBlkkwaWDGC+TH2QRjaloB8DYvUy5pNjqJnLvJWCREN6AdXkOsTKq3kLEMdEgEVeW02j6xROqVg6gXVjMeA4YFZX22ZCVxByYmusgsxZ6uGXTKorb7duTyB9VINpWqhbiUYdV4vBKNdRKy/ruHUDRoX6/Yr9plMdF1ijjlsj3p5ZGlzRccWPX9vslltWT5J1g9M+EwFsMZFT6CQXXGDfa+k0UC9lUatTALBiAPlqGiUDyMXS0E0gblQwn7J5W44NrOgKg1oB9eRYA2/lvqiW1V6/vF5GIE6p7Y6ddnJyEtddd51rplS/QRYMIkIh6l4Ng6KcccuiSOhgEkulGBIJYDhlYv0w3YjJpK0IffrTtuc7aVKjj4pOE9fKZeD66+0pBOfO2f/bSRqzX7jV4SeWhRYApIbTwCkglQbMWhzl8nKmzUAMsToZ9ANpEs4DeRN6HdBjOoaH6X3XXAPceCOAP82hnAe0YgFGzu5HIkoHS6XGtRXRANMkQZZMUqlSsUi/y5vK8DDwiU/Q9YrPYS3mYdSBi3cN4nqLIlli0xLKghhhOjRkjze1LHt6xgc/6K/e/sc/bpz6Io5z7hwZWyMj9mYN2JFBaPTdG8sGfiaXxvosMFciJW5Aq2BoRMfXknfiruO7caF5YrmngY5hzCFRrCOfHMb/WH8Hjh7TVzYusWGK9NZicTV3k1oNsTgQS5KRFFsAEstZb4ODdP1uvE2ZFOJVnbdDQxRNzqaLMCqJFd4ODgIxM4ZYHMglDIyOAkNlE3oVgLaat9P35lCeBmIlMrr9rK3grnDozMzYkXHZceLG2+o54u2Gywdxfa41b0Xmiszbu+7yX2/vxd0XXvDmrpUdQKJEvSJicaCupZFMAAO5BGJzGgALG4fKOLpuHB84uhe7K3+OG/EdaKAP8jPtxfjc5o/i+cw4DEnh8rO2Kb2GmAbo8QQGR2KInQPiRmveCnkrMgyi4i3Qmrt6KoVUGiiU4ityslYD9GQMcRMYiBFv63UgXqZOhgNDMdQl3k58NofycSCRCIe3hQXibe6CQVx/USNvRVo8QM8NDTUa8MUivedtb/PXX+HAAWquOzRkN4UWxxZlfLqOBgNmeBiID2aQyNu8rVqZFd4gn4ZeAkZzNXwtR/J2qzmFBCoALMRhYlPxOcwkN3Ukb1M6yVtLS2J0FNDrMeg1KvUXMkdw74YbgG99i7g7vLVK9w3Ul7nxXBqpNFBaApaqcdRBvI0l44jXgbRmYHCQvp+BjIlEFcgNx1b0pJe/HDh7Kov6qWXjoVrEbH2oq7wV6yM+x8knCqTbacBLX5HDxtnWMtc5lfP660lH9KMr/PM/0/fqLK/essUOOAgntOh9NHbxAAZnKAAQiwN1I45YKo7BQSBRTkI3gOF0GfuHduJ4bge2Lx5EySTvga4BqVoBs+YwtsSm8VRyF/753E6s123uNtPDRmNVxJYzFlKDSZSLOjkg0wbWD/nTcaOWua14mx5ONfJWJ97G03HEK0DKtHk7lDORKAKZrM1bIXOtPxlAuQigUICRCUHHzZNs3/byQVxfX83bgYFG3gojXvD2la8EPvIRf7x97DH6XjdtatQTZmaa67gmsg06bnYwjfUZmhoZiwE5rYJjIztxrLgDLyocxIyxDhYoMW9QL+BkedSTt9PTtEZi+l6pZGfr1GpAQqPWKsmBBIplss1ycRPr1/UHb4eGNVT1NFLpEsxKvEHH1epxxOp1DCYNJEaBwSWTsqu12Codd+GTOZRnwtNxazOkK1xwRQ7XZzuzzdqZ3u2m42oa3WulEq1XJmPfa5s2ATeODyD3XWCpSDK3pmeQjAPpgRTi8wBg4OTwlTi2RLw9ZqRt3moFnC5ZTXkbZOBTJQTilAKABx98EHv27MH111+Pn/zkJ3jwwQeDOpVykAXD/v1084myhc3rahgpA1u3AF/7UgKp/x7DRT8AXvE2A7/z86vHXuu67fnWKyVYFrBQSTfcvHI9fDdGZvv9jM7zLixQNPHZE+mVqYPDQwnoc8u9QZJxGGVg3XAd33pwWel/0MAl/whc9qoYXv1rjdc/tT+HxX8AUCjgxHK67StfSUJx377Vazs2ZgsjYWisX2+/Lm8q8sYgPsem9xeQWwCu35vDI4urIw6iGTdAx5WFcTemFQmFRPyIRoriHJs2Ab/87wcw9gRQrwHxBPB//iqDxw1g6WAKL/sc8OJsGa8YBX56eBwfXbcXd879EV5u/hg6LFhWFZMbfh7Jj9yFd189jvJ97hsm4M7dwXgNIxngk/85gcGkifWfBV68w8DP30WRPS/ewirDsoBCXW3eTk0BJTOFwRgwMBSHvoSVKT/lQhwbh4AH7jOQ3AmUHzXw0i8CtQ0x/Lf3N17/U7M51PcCeqmAEyf8ra3grmaZWHfiEJKpGZwwx/C4vhO5Ib3BAHXyNre3gE2HgOv/MIertwbHW6Bz7l47ksVLL102kGrA3W9K412/CMzNaXjZR5Mwlyp45aYKfnAUeHx0HLct7MQ/lG9ESq/DisXx/avegXffP76yfu3wdiRTw0gc+P23JvC2X4lhy3uBeNzAv3y5OW8vSxNvi0b0vAWac/fMsTRetqxMZ3S75C6WjmMoAXzo3XW8//X0f9ftMQAAn/9IDMPb7Ot/xboc0u8D5ivFtnkL2JPVRBmI7PBz4y3+nzwu+99A7sYchv5jI6dElDKfp0e5or+TqKHIYJZLGwCs9AhzM+6np4GXbRjAS7favN1+XRrjf0C8edl/TSF5CNiZqeDvZ38RH123F783fx9eY3wPKVRgQcNSbiNqf7a3I3m7fqCGEQv45dcm8HMfBja9X0duHvivd5k4Pbaae+K+PDNVXimhmCulcfacujL3xOnUSnlULJZAebk3SCobwxCA//R/1fHLd9D/7fyKgbEXgI2/rePYNvv6H3kkjuQb0qjny5g/UcBidigQ3orP8dR3CrhwD6APZvHQ/4rhkUei0RUWFijAsHkzHbeRVwlc87E4Cgt11GuAPpTGv/wF8fZFj6Qx/L+AZ+oV/O+8jgcG7sRHS7uxuX4CMcuAaekYrM1gJDmPgS3D2HT7Hdi5T2/gbjM9bONIHSNVYMvFMXzrqxoGvhDDBY8Bn3+viZ+9rIWOWy3bOu6surydPJW2eYv4yjCGTC6GoRRw+Q4D39pL//eS7xm4aAK4+FUx/MKNjdd/4pEc5vaBdNxK8Druhe/JI1MB7v/KIB45raaO+7rxLIaft3Xc734tg8fzQPWHaVzxVeDSDRX8Q1LHX++/Ex8q78ZF9VOILQdeh4x5pBKmJ29lufChD1GwQvRmS6WAzcM1XH0R8Jk/SqByJIbLvgm88nUGXvum5rzV6mSbLdYzkesKrXTcspnCUKyEgZEE9IKt41bLMYwNAX/7BQOZFwO1CQM7/ha4YlsMF7+r8fqPvJBD9QFAWwpHVxi6v4ANTwHX3z2Il2+IRsdNJOwp84ODWPW5x5/NwJpeLuGuAR97axp3jgPz59J42YcBow686qIa/voQ8XZbfWqFtymzjBcln0Nm61hT3gYZ+FQFgTmltm/fjk996lMAgDe84Q1BnUZZyIJheppqZNetAzZla7jqI+QdHbkuARyIAT8DAMM14is7uLTvUjO92VIGu65pJGkU3fjlOnyBvXuBvfemYDwM1CygPhDHL/0SjfW+bF0MV/4ZkMsZ0F6z7OZ+wgS+Dwxu1XHRjY3HuuSlOVjPA+9/XQGvf1WjUPyDP1i9tqKvAEwTz3zjEIrHZjBw8Rgu+/WdePxJ3XNjWPkcA3nAADA8iPGrV0cckknyuAN03lVCqQ2B4RbRcCokbkJp2w+ywJR0oFwauy4FsC4F/A0wOFjFN78pNqRxbJz8GKxP34lapQ49HcfLv7gH+mteDaD5hunG3ZfvrWE0D2ivSAClOjAKYMzExmubfz7z+2VUKqRo7nqlury97z6g8L00hitALZ5Y4e0llwDX3B/D6BKgXVsHrgKgG8DfAVivU1afhCuuz8G6Cti4rYCXvdnf2m7YAOxcmID26ftQOXEYVrICbTCF8rYdeO71dyL22nFv3l5QACYBDOU8edUt3gKdcfdtr8pg5P/Yxxh9aQYQvNmbBhYq+OoXKji0SHzcgCou3TNImT0J4AP/1xPQHIqKX95e+e0qLnwM0K5KAFfrxFsA115jraqXkT+b8WgJlQpQ0NOr1iqq6Sde3D3yB2kYzwEVLY6NW+g9v/ZrwG8+H8PmQ4B2uQHswnJYlP7vF/6dDgzbx7n+tQOwrgIuqRXwlY+1wVuHzM1sGUPpxTsxt6A3l7dHCkAOwNDgKk5Vq6T4mSY5kUQpSxDO1GbG/QffnMXI56QDXZrGZsHb76aAY8Af/2EFv34xydvR4RuA238FtdOnoKfj2Pbz10B7z3jD+vnl7fZna9j+dUC7NIEtuwBcFAMM4MrLDVx59erPKNbwL/+sDONfgZKVwEJeV4K7Xrz9xw+mYTxGjXdHNsXx6ouJt/93LI7t3wS0LQYuEf/3DQM4A7x4RwwvvsE+zvg4YI3nUJgq4/73FJG9ug3ewv5ORNmm01Ht/BwvvaRAMmRjDtC95WHQuoKcJefKq4EsBg1hqaVxreDtdAoYAd76i2W8/JeJt8mpvRi5/w9gPfscYFnIJRag3/Q6aHfegavHx/HNP3A/h5sethk1vPQTgJZOYHQXgMtjwDOAHx039nAJlTows5RRmrdf/kQaxr8Qb3Njcbz6xcTbX9wRx5WfArRBA+vF/z1jAhqw9ZIYtjp0hS07crjoBeAjv1LAb+1qQ8dF4/dx1VU0sr6pjnu1BWQKNGxhKIfxF6mp4275xywwLR1oMINdlwFIpIC/BwZHyvjm3wGHDo2j/L29yP31HmSOHFhJnRl+zSugfejuprwFgH/5F3JK/eQn9Pf11wPX/FkN2iwwsjMBDOjAPwGwWvPW+rdlHbecxq6fU5e3990HFP85jVQNMJKxRh3343EMAdCurwPbQP1XvgkMXhBbpeNefi3pCut3FHDdG9rUFeBf5q58jvV50hWGV+sKYeu4t99O+scqTp2mPn6Dy9l/o1elSce1YsAnNcCy8D//uoxDJ4m3W77+ZxjY/68rvB24eiu0ez/Vkrf9jsCcUgx3wYCZKj2KInHRxczZyVGCcHAt/HIZeAH4xEfTuPz1apJ0fBy44edTKP48eYv/8K0JbNu9fK35OPCZ5TeKMU2iW6OzezAA5HLQQM30LnEIRde1BWhUzX334fLDhykEkkoB/3MHdt15J3BjE8lkWXb+53KxvlvEwU0h6Na0IjeFZNU5DmYbDyIKp6WGFQ1rY1aBTYP2+x8/BCw7pTzX0Ou1v64CedidCgH3sVyOz/fC+8rITACbb03jYp9lYmFDXOvMm9KIHwG2vTqOd39Wutb/FidnoPi8Pni7aaCATTeuftl1bScmgPftBubnkRYF8eUy0lMH8fK/2Q28fC+ge/BX8HY5Fz5o3jY7hyd3/20AkJxSK3wFVppO6LWKvS7HyyvOEwDA4z9b2bzb5u2jNXqUO0kDdk65x2c7+vkyRr8KXHpdBr/zZTV5Cyxf7x+kUfwrYCkXx99/Wvpu/zwGHILdqVO+X53cXebtUKKEG19rrHq9LZm7Ywd5gXY1kblymBTunFpYoDKJbkQNOzLu57OA7JSSebv8u14tS+uiAxdkgcSytj35HHV4zWbb5211mbeiplDuGtvkM97wxTKKvwmUE2l87QvqKrTj48ANn0qh+IekK3zpLxJ46WuWr/Uflz+r3GFW6EguMlcbzGEwdw6v2lkg56uEZusO08QuHAIwA+g+haKDtyufJSJdAfD4fNmsnT6QydjPC97WqtL/jQMvvAn45jeXa3zjwF99daWzu9cauj4/tawbtMvbG4D8a8swF4H7P5nGFb+kMG+/lkLxJuLth96dwPbfW77WUy68FZ/b7cMsy9xLNxRwqV8dF2jkLcYAfSd27WqxWNWqfV0h6Qod6bj/NtB4EKeOW6nYa7NrHLh0D/Cf/7PN2/e9d2VzaCVzr70WtrMWoHpXwO4eD/iyzabfUUbyUeD230tj27sV5u0NwPzrU9COAVt/KYEPfFK61i/EgFm0peNuzhWw2a+OK9CJzFVMx3VF1mGbCZkrpoGVSraOu2sc+L8/D7zxjTZvf+U/+uJtv4OdUmGjJimacmv9Jhs2QCQdzZSBUWD0mjSgoNAT0HVgMF4GaiWMxqZAo1j01QahD6cUAFsgtcLEBIXC5+ftTnflMtVs7N5NFomXJVMq2ZuPVOjuJRy6JTDaUvYAb8EnuknWavYcdYA+P2Cv9aFDnV+sUGgSCfv4Pnh74WiJeHtFRm3ewsSGxAKAOSA+jRXeAjY/ncZ9N3hrmmQpz89TEweRvTMwQN/31BRw//20Q7rtiC5GUtC8bXYO1+edvHVxSq3k0QM2bwcH6fe5ORov1moWtRtkmevDKQXQZ9h+IclbXKK2vAUAPZXAoJXHYCyGTTgAYCcA3f58TkUTWM0ludlSsUj59a2wFpnrUDTFJTm5Mz4enqLZkreyce/GW6CxUUa9TikMP/dz7V9szeGUEhfZxEgCAL1SwmAOGNyYwYZd7Z82TOiZFAatPIA6RmNPArgBrryVf3f78gV3/cpcYMWZCjdnajOPp4u8FZcVha7gCZm7bvJWyFgBkZ4ocOgQ8NrXtnmVWM1bH8Y9QJ9vOLms475cbZmrp5MSb58H8Ato0HFl3jZxpratKwBr562uN8gx5XRcWcYCNnfb4e1/+A+dXWzNJYDlQ8fdNLzM2ysV5y1MrEsWAMxhNHYaDTqul67g4UwF0B5vgbVzN0TbrNk5XNFKVxAN4gTceMtQ+fbpU3ht2C0EHwBb2ZUVDNUwMUHjOX72Mxql8alP0d8TE42bstO4X6ui6TTsBwbofAMDlJu6sECGvZdiJM4Rj9udD1WEl3EvjzhxM+6vuooen37ans3aLtyM+xaKZsM1OJUNlSB4++1vE2//x/+weQusvk+7qWgeOkSb9MaNdF+cOGF/R5pGec9PPeW9abkY98qhmVNKHkslIH4fGrLHq3W6acu8leVMK5krrkFleQsQR7/4RWqM9KMf0ShFp8z1kykVi9n3qJg93gzdkrkteCsUwxtvpMe1RqHbOp4YvyPQypkqutwCtjbbDd4C/nWFXuLtXXcRb48cAX7v91bztpvGvWlSvc7DDwN/9VfAe95Dfw8NUdOyoSHbmSrkvhtcDCQlIctcl0wpT2eqMJQOHOjsvF7O1Fa8rdft96jM3YkJynAQvP3Yx2zeCsO+jUwpAP7krTj37t1r4+3g4OoxjypBDo6I0WeALW9Flr6A4O3GjfR48GDn5xbfmzxpox3brBd03IcfJt7+9V+767hiDbqh43ZL5jqqWJTEgEeGn/y7LHMFZy64gNb47FmaFnSeg51SYaPTDdswqN5gbg549ll/zoCwIW+YyaQ9M1UInR/8wH6vzxRRAP4Uza98hR7FuIRTp2i+bankz7DvlQ3badyLjdrLKSUE39at1DTFsmhdOkHVJbW5FW9NEzh+nHh7/Lj6vE2naS0zmcbNMshMqZkZ+s4SCeC55+g+P3vWfj2dprWfmXH/f4/IvVJoFkUSTmA3Z2o6DbzsZfT7z37W2bmbZUp5wTRJcZubo+9DRd4CNnenpkiRzuUaFb3nn6f3OZ2pQHdlbrFIGUFHj9J72pW5qkLTvI17t8h9vW6vsciO6tRIqrZfBgWAHNr5PMmLAwfU5K7g7ZEjxNtUqpG3jz9O72vXuPfirTDIbr2VnF/vex+NUhodtUdVtutMVZm3QKOR5CdTSvwteNstp5Rf3haLxNu5OeKFyrz10nF/9CN6nxgzBjTXFfwEXoW8/c53gI9+1A4CpNO0Z3Y5CBA5nPJW6OOCw/V6o1wQvL3uOlv3n5abUvmEZTVWA/gNvJomcPIk8XZqSn3eiiki2ay7jtutTKlmMjed9h/AsizbaauyzPXK8APcZa74fWTEDrx2KnP7COyUChtC0RSGmB/BNzEBvP717hFFVeCMmieTWBlPIoTOZz6zeqNeizdeFnp//Me0MTz3HK3T2bOkHAnDp5Vh3ysbtqxoylF8TWtu3GcydtF1p0aSW8ZJM0XTmX30p3+qPm/TaVrLVKpxs3R+XsHbZht2pdKoPLmd+8ABcjJbFjA5aX9fTqUrmaRaIyfqdft/VOaun0wpVZxSgrcPPEC8/du/VY+3QCN3RbRN1xsVve9+l7jlVr7XiZHkJnMPH6afet3uYQP0p8z1y1vANu5FqUK7kEtJAP8yV2QfTUw0Zs2pApm3W7cSDzWNDA7B2wcfbOQt0HkgwJldsm6dbdg++SQ5TY8coeP3S2Yq0GgktZMpJXg7NUXfUbtw8tavjvumN9k67pvfrDZvt22zW3BkszZvv/jF1TruWgJYsrz93d8FHnmEznP8OK3V00+TjtsvQQCgddkp0JgtJWTu2BjwkpfQ753ouIK3gP/yPfH9fO97xNsPfUh93grbLJ1213HbCbx6Zfg1k7lPPAE89pjtOGzF3ULBvqdUlrl+MqVk3v5/7b17kBzXdd//nX3vAthdLgiQAAECWD5BSSACirJSMvKLIzCJy3EeNPSolBKXohIpW0bsIhUysuSy6USmyIhyylKlSmRcUhzlIRK2XCkpkU3YcbJRLIXiioREgiCFpSAAJEgQ2MUusNgFsDO/P44P+nZP93T3THdP973fTxVqd2cHO/349rnnnnvOuWZ2nWZVd5LlZwkMShWNGYkH4g2fPtzPP++tKI6PJ0t5LBKzBMnsldXT4zc6WpaUZsAOM3xBo7dxo/wNzWwIGtZWE3ugOgN2lKMJtI7GDw0Bt//Vlk3tlJM0GuGT+zjdPvecp9s1a8qvWx2YazW/btU5T6Jb06lqNWirs/nww8Drr3uBVPPvNxoyeG/f7gUVTUxnNjgolol2e0oNDQFve5vci+PHO5sk6SRCA7lhkyRTt4OD8m/VqvLpFvBr17S3gKfd118XjQR1a14HkzST+40b5W8sLIhdN7OEADttblLd9vbKln5r18p1eeml9J+bNuNE788rr4jNHR1NXh5RJKZugxnjqtsf/9ivW6C9yX1YiamWidXrco2XluR7nTDYkJkKtJ8pdc01wOSkfN/Oyr3qVkvZ4oKpqtuDB+X/DA+XX7dRPu7hw54G02ScJPFx1Y7Oz8vzoXZHv9qyCBCVmarjNxDv43YalEqy8Gren97e6vi4UXOzs2fl9SS6Vdty6VJzOWWYzV1clPeurHgLqabmW2lXdTs46I0XZSRJ/8kw3Q4Pe7plphSDUoWTpnzPfLg3bQpfCW+VrlskWoKkzs+118ogqgOgGh091mDdcpoU0aheJhpN1xVW82uriT1QTUczKl00anKv537oUPqVe1OfcUGp4P3RwW/16vLrdnxcruvYmPysug3uNthqgtTb6w1QSSb3w8OefpeWvAyr8+dltXpsTLYHC3tG9O+PjIQfS1lIktocpds1a4Bt2+TndrKlkpZBBXXb19ec7VkW3QJ+7a5ZI9rVvhqAvK5OYBJ7C6SzuQsLV3ZERK0m98wlmxun21qts+zUNEEp8/6sWyfv7esrv6+gwbstW7zfDw15mu00KBWckM3PS5aJ/q2+Pk+zti1gxWWcRGVKDQ15K/edBKXS6va666qjW0CC8uvXe9d5aEjOPbgg2qoaICozNSyD+8wZ/zW8dMmfTRin2yoGpUzdRlUDmLrtZHJvBqX6+tL5uDoGmtmeZdXt+vUyRlz1VzvEqo+bRrcjI16AsJXNXVmRFgInTni+Qm+v/O1ggCZKu1XULRCfnWr6Cm9/u/hkJ08Cb7yR73GWHAaliiZNnwjz4daAi74/SbpukaxdK86O2aB482b/ysbAgPdwJpncmwO2nj/Q7GieOydle5py29fnOQcXLsRP7PUzgGoZvmAz0DBn0xywN270Vu4PHUr3ueZqyMBA62Bq8P6YE+Gy63b1auCWWzztqW7156ST+6TO5qVLMhANDsrkrL9f7t/58zKB2rkz9Q5mpURXEpWwATtq9RPorIQvqpwkqN2gbs2VwrLpFvBrt7dX9GTumLe0JHrq60tmb4Hkk/ujRyUjdWjIs7saAFtYiLe5jUZ1tBtlc5Po1tynOi1RvkLYRCfMVwhmH5VFu0GbOzHhLQIAft2aZcztlPoHJ2Q/+YlcH21krHbIxmBqXKPzqEwps5ykncl9VIuKOF8hOKaWXbdjY+JTKeorRO1i1kkw9bXXxCfo6fF0W697wVRbdRv0ccO0a5ZB7djhZVVHZYxFYWb4xe2MHrw/ps0tu26HhiQArDpV3ep1T6Jbs9diMMvPtLlnzkiArrdXfjY3ktLrHafdKurWDKAC4ZlS5txseFjmHYDzJXwMShVNmlUk8+EOMxBx6bpFsmOHNGs7dcofQAL8Rkej82nqlldW/IGWoKP51lvyGRMTUuozOuqVm124ED+xB6o/QQJar9xrw8h2S/iCqc2tJkjB+xNMA66ibjdskNeynNwvL8vkHQCuvlqygW69Va7v5s3Af/kvwB/+oR26BaK122r1UydTWQSl4ib3Qd0GJ0ll0i2QTLvXXSfa6DSYal6bpSUpkwaAG26Q50MdxkuXxAmNs7nmymzZtZsm4ySoW3WyX3ihdX+5MNKU+of5CuY9LpN2k+j2hhtEF2GZUmnKoMwJmWZf1Wqi2YEB/yQhSWYqUB2bmybDDwgvg2qnr1RQt60WsEzdhtmmqun2ttv8fiuQLJh6/rz/bwbHovPnRbdbtsj9u3xZ3l+vJ194rcrkvlU1QFx26urVwI03ys/t+rjt2lugnL5CUh/3mmvktSRzMyDaxzVtrt6ba6+Vfl+aMNBoeA3M47Rbld1OdSEF8DKllTjdAp0tBFgEg1JFk6Z8z3y4wxyyuHTdIunpAe6/X4zL0aNibFZWmo1OcBWp1SRpaMh73TR8wci/fr36agl6bdsm32/ZAuzZEz+xB6ozYKddRYpauU8bjdeBSlfqWg3Y5v0J2+2rirrV5zU4YKctgzKdmfl5GZhXrZLyXEC+1yaUt90Ws189qqNbwNOu2a8BCE9t1u91MNeg1MsvN6/wx5HU5gbtStApK5NugWTa/fmf92d9Zelorlol9nZ8XGyuNvx9+OF4m6u6NbNVykpcplQrR3PbNnk2l5ZkQ4M0pJkkhfkKOtbqcZVFu0l0++EPi247zZQyJ2R6b/r7Rbc33ih/S7P8zp2zawErqheauYuZasUs8dWeTu32lUq6CACE69a8v1XTrenjJvEVzAxsMxs9OBapjVm/HrjpJrlHulvc4qIbujV/bmVz2y3h61S3Zk/SKus2STAVSGdzh4bET1Cbq+X+aaoBquDj6vOcNsMPYFDqr2BQqmjSGD7z4dYBTt+fJF23aHbvFuNy++1ibI4fbzY6evxJovHahwjwr4AGI/9mo8dGQzKntm+X1Orh4fiJPVCdyX1USj6QLBqvA3balfs0ZadhutUBu+q6TTu5b7Vyr/fG1NzFi3Kt+vpab7erVMXRBPy9N0yS6Hb9eq/Eo93S0zjtBu2KeY/LqFsgXrtvf7u8r9OglHlt1JnS+6Y2d906sbmbN8fbXFO3YQ3Xy0SUzdUMv1aLALWaF1BNuxAQ1K1e06S+gr6/jNqN0+1P/ZS8L2lPqagMP3NCpr2k+vvFLp89KxP8f/SPpHTinnvsWsCKa3QOeDZXn2nzve1Okjr1Faru46aZ3GsGO+DXrnldLl70MlwGBkTLY2Ni22+9FfjZn3VDt0B8w2ig/WbnUfbWNd0mXXjV+xT0cU2bOzcnf6evz7O527ZJcOq224D/+l+TL2CVXbdAez6u6lb7SummR47CoFTRpKm3Nx/ukye9LYuTppl3g927gT/6IzE2TzzRbHSiJvdpMk7M63LkiGdEL13yrstHP+r1m0pCVSb3Zj+nJEEps24ZkEyG0VF5z8svJ//cNNs8B1dmVlbkNRt0GyyDymJyr/dGnZmxMfn/UTv3mVRxwE6jW/O97ZbwJdVuULfLy17Qu6y6BVprN2oRIG2Gn3lt3nhD/s7AgP+Zfve7k9vcKuoWSJ8pBbTfVyppLzTAf3+0IXKVfYWgboFk5Xth2tMJ2YYN3s5POiH74hclm/qqq6T8P+76aMkJUH7tRunW3MVMtWvuGqmT03aDUmky/MLsSpV1C7S/8Brl4776qmdvFxfluoyPAx/7mGh2ZCTZ9amKj5t24TXoR6m9TVt62q6Pe/y4XT5up5lS+lmf+5zcv8uXZdFKbe7v/q4sXq1eLe1W0ixglZ0oH7dVppT+bmREShwBp/tKleiJcYS02zyrQ7Vpkzzc584lS3nsJj09cnzvfa98NY1OmiaQQPQKqF6XyUkv9dy8Lj/zM+H/L4x6HZiZkT4pJ0+WY8eMKDRle3ZWSsHMY02yimTuCJVmkhTc5jmpbm++uXkiUEXdps2USrJyr6tIunKvzsxttyWb3GvW0Oys/K0y6xYQDS4syPE+95x3vEnKTgEvKJV2cq+TgyRblJsripcuifObtDyim0RpN6sMP8C7NmNjck3PnvU/07feKu9LotvpadFBsMS3jAwNebp95RXveFs1LzWdUl25/8EPmnt6tKJdX0E3szh9uro2N+xck5TvLS6GX+Pdu4G///fFtn784/4JmQaXkvgK8/Pyb3ZWyjHLrF1Tt8ePe8dqNuENtkAwe6G021cqTTUA4On2uuu8jRKqqlsgm4VXwLsu118v12V5Ofy6JPVxjx4VLZw4UW7dDg56uj11yn+srXwFtblm6WmayX2aHn6Ad39uuMHbVIm69di6VbJ/3vUu4Pd/37O5f/tvezYmbuG1XgcOHxYtnDlTbt0CElhaWJAgnOnjJqkGAFjCBwaliifK8LV62Hbvlsyf224DPvShZCmPZSXraPzHPy7X5R/+Q/910f+3vNy6TG1qCrj7buBb3xLj99u/LT9PTaU+tdzRY/3+9+VY//N/9h9r2pX7NIYvTS80Zfdu4DOfkfvzN/9mtXWbNpgap9t/9a9kAFtZEcfLdGa2bZP3tRqwVQtf+pJo4StfKa9uATmuP/5j4MUXge98B/jgB73jDWt0HuwpBXhBqRdeaK27IGnKSQC5P//pP0n6/S23AF/9qj267cTeAsBP/7Rcl9tuk5XQMJvbapKkuv30p0W3f/7n5dft7/2e6PbwYeAjH/GOV22q2QsmzN7eeKMXIHj11eSfnXZyD8h9+P/+P7k/v/Eb1bW5Qd2a37fqzdNoSGAqjNdekwDUz/6sf0KWRLeA3PMPfEC08PLLwD/5J+XV7tQU8IlPeLoN+jVBXyFMt+32lWrXV/jQh0S3/+yfVVe3QLpMKSDeV/in/zTc90+j27vvBv7sz0QLv/Eb5dbtL/yCbAYT5teoPxBnc3VynyYopX8zyeKVsnu3jGW33SbBFurW48QJCT697W3+IJi5c59mTIehuv3KV0QLjz9eXt0Cclzf+pbY3L/4C7+Pm3Ru1o5uLYNBqaJJO0FSFhfFobrjjuYId5WIqlvuxPCtWSOOuHldzBTgqP87NQXs2ycOl25ZPzoqBmHfvnIZP/NYBwfl38iI/1hbZUqFGb4f/CD5ykNU2Wnc/1fd3nxztXUbFUxtdxVpwwZZRfqZnwH+/b/3OzNRtfqKqYX+frnvq1aVU7eAd7xvvCHP/5o1/ufslVfkfXHle9u2yXkuLUnZbhI0sxBIVgZlfv6aNbJhwrveZY9uO7W3p0/L9R8bA97//nST+zAbNjxcft0ePSq6HRyU89bj/f735X1x9ravz+vtlSbLL02PExO1uX/rb1XX5oY9o620OzDgXacw/TUaki0EeJtKKEmDqfv2yZjZ1yd2qOy+wksvebpds6a1rxBmb4H2Vu7TlJ2aqM1917uqq1ug/YyTqPFefdw9e6LtbVQGZlV93IGBcL8mmClVr3t20rS57TQ7T1O+Z6K6ve02N3UbZTej7C0Qn51qakFt2OrV5dQt4B3vm2/K8Y6N+Z8z3eQkLqv6He+QoN2JE5Jt5SAVfXoqTNDwJXU0dcCqQl1tK7KeJB07Jl+vv775czQwFfZ/63XgscckLX3rVnmtVhNjuWWLlKZ8/vPlSBcNHuvgoBzr8LD/WNUp10E62AReueEGuTaLi8kn91Gr9rq1axRVqgdvRbuZUlGO5k9+Ivfwr/215lTqVpoPakF3Mlm1qny6BfzHe/XVXs8S83i//nW/VoHwyX2t5k3uk/aVMrMk00zu9b7pbohVJbgI0GmmlNrbjRv9u7vF/d+gbrWvTdCGlVG3GzZ4u7SZun38cdHtpUvecYfpFmiv2Xm7k3sbbG5Qt+Y40452z5yRe1Oryf000QlS1Kq9qYVrrw23YWXRrnmsW7ZEjw/BcpI8glJpMvwAv82tMmmzU6NK/ZUTJ+RrVDC1Xvc3qleCWqjV5N/oaLl1u3Wr2LxWPm4www8IrwZ49VX5v0lIWy6t2GBvgfazqlsFUwEpy436v0l8Bc2uKqO9BfzHu3Zt+PjwjW9E+7imzWVfKQalCieqN49rA3ZwkhQVjdca3e99z1+jW6/Lz9/7nvw+reE7eFBWEtevl59Nh7dWk52kDh1K378mD8xjNbedVWOtx6qR9WCfCMBv+Hp60vfniUrJB5JN7qs+YEc1Oo/T7aFDft3q//2//1fq5Gu15mc/qW5rNf/272XTLeA/Xr2Ges30eI8elXONC0oB7esWSOds6rWvur1Nu/qpuj1+XDKBgrr9i78Q3Q4OZqPbMtpbwH+8wXIOPd6XX/bONW5yryv3Bw8m7ysV7IWWRLf1ule+VmXtmudq7oRp/s5EMyZmZ8UnCOr2wAH53dBQs/bjArGmFoITtbJpN0y3QLOvoONyq/I9oL2+UkEfN+nCqy2T+7QLr2pzv/vdZh93eloWYBYWmoOpAwPeNY6zuebzUEabGxwfTF/BPNYzZ+T1YIaf2ScNkEbwutjcqY+bNGGgyvYWSK9b7RH6wx+G+7jf/77Y3AsXon2FsIWAKvsKUT7usWPyjLZqdK443leKQami6TQa75Lhm5oCvvxlqdH9D//Bq9H94hfl6/vfDzzzjPz+wQebUzpbRfJPnxaHbGjIv/OMHsfQkDi5p093dr5ZYB4r4E149KseqzqYQUczOGAD3kpS0mh8lG4BNyb3aTKlpqaAhx4SXT79tL+2XOvkf//3pU7+y19urpNvVb4X1ILea70vZdIt4D9ePWazT9TQkFxLbYavRE2SVLdJm0abvSfSrNzbMkFKUy49NQV8+MNeH5oPfKBZt5/9rPzuG99o1m1Sewt4ulW7VGbdmpmpytCQ2ES9rnGT+1tvlXtx5oz0NkpCO+V7Zj+lKttcM6BSrzdPqk1Um//n/4g2H3igWbf33y+/+853onXbqmQ16CuY42mZtGsea63mZSQGxwe9nnG6baevVJodpk1s8xWSZKdOTUnp/osvSn/IMB/3xRdlEv7xj/t1G7Vzn2JqQe+z+VyVVbeAp53g+KDaCup2eLg5o1kDqp36uK7qNs5XeOQR0eY3vxnu437jG2JzH3mk2ea2Kt8ztdBoNI+DZdIt4D9e1UBw51PdjCvJwms7pacW0Rf/FtI29bpEUU+flrS+HTuaB2xXV5HiBmyt0X3tNX8fmu9+F/iTP5Ga3fXrvQnDCy/I+81dL1oN2GvXyv9dWvKMg2lIlpbkHq1dm815d4J5rKtWSenMunWekQ4eazBTSq+Rye23i8GfmpJV5KuvFn2qHoPaDU4ikwalbM2UihqwVbenTnm18Fpb/uEP+//G4KBsRa5156rdVpN7Uwv9/d4W2mavhbLoFvAf7/i4TM7NQVjPo68v2YB9yy1yzX/yE+DJJ+XnVrrV1WXNJAOSOZu26TauF5rqdm7Om8hqPw9Ttz09zX1JVLetylCCNkyDJ2pzy6zbVaukWav5rC8teT2xgPjJ/eCgaP8v/xL4gz+QZtutdLtjR3vle6rb/v7mhYgqERxfzHM2tWvq1lykCeo2rLeS6lYnSBcueO81MbUQ1C1QLu0GdXvTTaItvWZ6rKOjcs3iekoBsnJ/5IhMPldWPH329ITrNu0uZoqtNjcqO1W1e+KEaG50tNnH1fvZ39+sW0Cu1dxcvM2tmm43bxafVLWgx3rVVd7P5tegvQVEt3/8x7KZxvbtft0C0T4udStf4+Zm2j9pZKTZx710SXyIOB83Tre1msxTtB8aUC7dAs0+7jve0ewraFZjkoVXrQY4dEhaW2zb5tet5TAolRdTU1Jn+tJLYuzUKd24UX7vat1ykgE72MPh2DExTCMjYux0hVpr5LV29+hRqTV+z3vk77WaJO3YIffj+ee9z1aHrNGQoMLOnV5mRjcxj3VkxL/yaR6r1iIHS0nCBuxTp8ToLSzIQLJqlXzG/ffL74PanZiQv9du+V7VV5HS6vb66+X61ety7sPDktUHALt2SZ15rSYD9sSEX7tJdTs2Jq/pqnjZdAs0a9fUoh7vzTeLzpIEpb77XWBmBjh5EvjVX/UCXVG63brV6wukuFi+1yqYGuzhcP68vH9wUHSsun3Xu8Rm1Gpy3UdG/Lpt5WiaOujr845neLgaujUDFebxXr7sT8uP0u3UlJfJMzMjmb+tdHvrrVL60NPTXoafLboF5BqbWZHmdTB1e/SoXP/eXinnn56W9+3aJT6E9tNZu9avW3Oifv68Z1cVUws6nun/KZt2g7o1A5PmsW7aJIH9uGAqINfthz+Ucpz9+z197tkjC1pB3U5MyP9ztQwqSVa1qd1rrvGyJ6N83JGRcB83qc1VqqLb3l7v3MxjvfFG4H/+z2S6PX9edLu4KLZgaKi1zR0bk6SBqL6pUb0lbdNt0FeI8nE3bZJNasJ83Le/XXaU1mDrmjXhvkJY+Z6phWDmUdl0C4RrV9HjvfFGf6ZUve59H1wI+P73pRfam28Cv/zLokvVbRV3dUyJG6G3ojF3Dhgdlai/RpK//nVvNRpIH423xfC1GrDD+iIsLHg1yo2GfNXttXVSHqw1bjVg9/TIQz42Jg//yor8nfPnxXiOjQH33VeO6LR5rEePyjGurDQfa9SqfdDoTU0Bv/ZrEmQyV+h0pePDH27W7pEjMgCp8xR0sKKwbZLUanIfptt6XXbeeOklL/385ZfldwMDzT0TDh5sXb5nauH48XLrFkim3V/6JbkGqttGI9zZVLt69qxc3+HheN2+8ILodn7e+ztJJve2rn6GOZpR/TyOHJEySQ0YHjzoZfpq9qWp26T29tVXPd0uLlZXt2E2NyzjRHV78qToVm1uK90+/7y8ltZXsE23QHSmVJRuX39drp9mQT//vPf8h+nW3BQlbJKkWhgZEW2vrMjfKaPNTavbuEypqSkpK9Md3jZs8LJ5/sW/kHLIoG6/+c30ul1Z8Y7BNl8hLOMkzFc4e1bsrfbumpvzdjDr1Mc9darcvkJS3epzGrfwOjUFfOpTou++PllEibO5r74qvoJe87Q+ri02t1WmVJhuL10SP8v0FXRHZc1uatdXeO21cusWSKbdj35UrkFcv1/1FRYWmn3cMu46mAMluasWEVy9azS8SdSWLWJEjx1rbogWN2CriG0zfGGTJLNG16wVD14jNZqafh+sNY7rFbF7N/C7vyufcfmyBLrm5yUKb6ZIl4Hdu+WYbr9djvH48eZjDW7zHDaxN/W5caPcD70+a9fK3z1xQlKne3q8HaeuvlqukTaR1RU8IFnGSdV1m2RnElO3Zn+yc+dkgNLeKGGp9KZ2k+j2C1+QLKvLl+XvlVW3QLx2/8bfkPctL3u7mWlmhGo3bFepCxfk2d20SZyX114TB3N42NPtxo1yjWZmmkvXXM7wi9It4DlJly+LJnWl2Nx6W5+HMN2ePx/e70t1cO213qphlXVr2tyolXtTtzfdJNddd+tbt05s7YkT4uQHdxm6eNHvK6TJ8Ku6vQ0GpcxJoT6/Qd2Ojnpjkqk//X5gwLO57fgKH/uYvK+nR+5ZWbWbhW4BT7sLCzKp7+2Vv6OTq0uX5P/rZh2q26WlcN22mtibvdBs0W5SH9e0FToG6j8NbOk41I5u/82/sd/HNSf2wSw09XH7+2XsUV9h40b5e+orrF0r1+gv/9Jf8gq4lVWdVLfadgEQW2D6Clp6bl6TdnzcNWu8bOSy6hZIpl3A86HC+v0GKy16e8UulnXXwZxg+V7WBFfv3nxTxHn99WIAR0ZEdMGMkySr9oB/IltFkmRKBevL3/EOMXLnz0uWiZYq3XCDOKL6N4O1xnGGD5CB6bbb5PtPf7q5t1KZ2L1bUl+DPRz0WINNhMMcTVOfjQbwxhuiz/l5bxIKSJlJX5+sjF5zjbw2MCA7/B08KMa2t1f+j0uTpDS6vflmbyVvcdHL7LvuOnmONZgK+LWrjmgr3f70T0ufhLEx4Fd+xUtnLqNugdba1QmJOjNh2zybujV1fvCgv0n6c8+Jbq++2ttCe2BArqWpW8ANR7Mde7tlizzzjYbYXF313LatuQTT1K1eq5UVf7DAZPduKfvp7QX+wT8Afv7nq6tbIH5yH9yZZ3hYbMKRI/50/kOHvCyqt73NK9FeXJTrf911bjXo111m6/XmLCkNPAV1OzbmNYldWJDV+0ZD7GTweoT5Cm++2drmDgxIWcquXcDP/VyzFspEUl+hVaaUqd3ZWdHqiRPeQgggfsOLL4putV/g8LC8fuyYvCeNvR0cbO7pVTWSZFUHtbt9u3ddjxzxfNytW8VPiOoZmcTHXbdObMrAgGwIVGXdBu1tWKaUqduLF2VzidOn5Z/pK/zgB16ywFVXyfUeGBA7cPCg6FlxKTs1rW51zqDzM0B8hdWro30F/dutdHvnnbLJwrp1wK//unxfVt0CrbWrQeSlJX8lgNnvN8rH1T6HZqaZ7tBnIRW3/iUkuHoXXLnr6ZHvdVBPk5JvrlBXlSSpzcEaXW2uOzAghnBuTlbutHcBEF5r3KphtHL4sNyjO++UyVLZ6emJNkjBVaSwAdvUZ0+POPJmEECdIbMxKuC9trLiGVgNSiUJqFZ9cp8ktTmo28FB756Mjnp9TTZs8PcnCGr38GF5vZVu33zTW8H+x/+4Gk2No7RrHvvysqe5vj7v+gaz0MbHvTKHsKwILdfRFc/Ll/261d9FYcvkvh17a+40NzQkWWa1mjhZrXRrBhLOnQsPSjUa4riuWSM7S91yS+annDmtbG5wch8MSgX9gfXrpbzM7FOijVwBb5ee/n7PV1Atu5ThB8g1qde93jqAf0ISpltl1SpPj8Fr0cpXaDVJUl9hzx7gve/t+PRyJ4mv0GoBy9Tu2rVe6aLpy5o2dGnJ8yvCfFwX/AQgWcZJlK8wMiJlvurjrlvn/Z92dfvSS6Lbv/7Xq6/bOHsLNGehmbsPAp7NVc6f94JSpo+btHzPFu22o1tdaAG8rLMkvsJ3viOvt9KtLoZt3Sq791WBKO2a2ZBm5VOUbnt7Zc6gY6C+9623yrPrYE6UNORYYcxIMuA9mCosdbB0FwmXVu2BZCv3UTW6i4virOu/qLpzNaJJHU2gGpOjONTR1JWLsNXP4M4W27bJasf27ZJ5NjAg/9QZ0sG70RAN9/d7q3Qu9ThJ0gSyVW35T34iWXkbNrTumWBOoloFpcwVqSoEpFphBp+Wl+N1C4ijsmOH/LvlFk+3W7fK74O67e31dJtmcm+Lbtuxt2l1a25RHqVdzczs6/O2mq8yUSv3qt2gbq+6SjJz3/Y2aX6qur3pJv8Clpb6ai8OIJ29tc1XyFO3QOstygG5J+ormBkUVSVJVrWp3eFhOW/VrS4SDg56WlObqztvtWNvbdMtEL4QkJWPG6dbwG4fN6x8z9Rtb6/o9vbb5Z/pK1x9tbw/6Cv09cnfSFK+Z1MvtE50m9bmuqpbQHSZxMednJQsPvXvy7brYE4wKJU1Gkk+dcq/Y4OujC4uSoRZHRuXVu2BZCmiQHSN7rvfLTXyP/VTrWt3gda7mCk2Gb4kq0hBfZro6nJvr/d/9D0rK+IIXHutt0oX52zaNGAnKd8DWteWf/nL8i+u7jyuNw/gBaVuuimrM+wu5uReJ0rmQB6m254ebwcis/8Z4L2nXhfdTkx4unVpISAqUyqYAp+FboH4hQAzmKqNkKtMXMZJUnu7apV3T3RydPGi+Ap33CGvu9RTCvBrN097C8Tr9tgx8d0GB2WiUHWisqrNSVKUdlevFl0uL3tZPoDn4164IK9v3y6vu2Rvgc59hTQ+bpqFV5uCqa2qATr1ca+7rrlMLGp+5kIvtDx93LgMP8AO3fb2enqKWnhtpVvNNNu+vTy7DuZExWvBSohGkvftk+iwbme8tCQ/DwxIM14dyF3KNgGiy6DC6oRb1ej+8i9H150rcYZvednr82NDUCpJSn5Qn+vWye+XlsTobdwo73vrLW+F+vx5uc59fcDf+TvedY4LqJoDdtWdzWCmVLu6BVr/DvAHVtTBD6KpzTboFhDtLi76y/fa0a3u1lKriW5ff13u3a5dzbp1weYmyZRSOtUtEL8QYNMiAOCf3NfrXoNX1W5S3R496pVGnTvnbY6yebMXvNNr7UIpCdCsXSA/3bbaohzwJkjarL7qBDOlwiZJrbRrZvPoxhS64UZ/v+hWV/hd2u0UiPYV0mo3Cx93fl7GQEB6XFadKB83qW5Nm3v6tN/HnZ2Ve/dzP+dd57C+diZ63QcGqt9aJaoaIA+ba9pbM3nDxKZgaq3m7Tasu8IC6Xzcsu06mBMVf4pKikaSH3tMdnJYXhYxvvvdXpQ06Gi6toqUxPAB0TW6rerOlbgB+8gRGXDGx71U3ipjOppmM71gbxdTny+9JAGogQG5nvfdJ+/5l/8S+P73xanRXcz6+rym8ED85N7G5qVJJvdAa33GaVcdHN11JBiUMktJbMmUMldAo7YnT6Lb3/kd4H/9L7l28/NSknr+vFfWB7hVTpKkp5RJJ7oFkmdK2RKUMm1uWIN+IJluH3sM+PM/lwn+uXNSJvX66+KYqsPucqZU8LUgneo2rpzEplV7wF8SYn5N6iu8+93Sn+jAAeDb3/Z83He9SwKq2jQaSOfj2qTbTn2FLOyt+gmbNtlxbZPsMA0ks7mf+IQ0Oz97Vv7/tdfK33/HO7y/ExeUsimYmqRvqkknNlftbdSmKOfOSZYVYI+vELfwCsTrtmy7DuZAxWeKJUYjyZ/6FPA//ofsMvTQQ8Av/qI8bBqUcq0JZFTdch7R36QD9i23hEfqq4bZW+jixejJPRC/0vGZz8igvXkz8Ju/CXzrW8Cf/Im/5CbO2bTR0WzVUyortDfP3Fx4b57Tp+V3PT0SdLEB1W6rARuI1+1//I/A3/27cp++/GXJnPrc5/y6damcJEnz0ixpZXPNYKpNjibgT8k3t3lWkqws/72/J3r99Kdlcv+Lv9i+bm2yuZr5CHRHt4B9QakkPaWUuGyeX/1VYGoK+OAHgQceAPbulayToI/rwiIAkKz/ZFYkzfCz0d4CnfkKn/oU8Nu/LRlkDzwAfP3rwP/+3802t9UO09Rte2hT9JWV8E1R1E/YsEEaftuAufAaluGnxOnWchiUypOeHumdcdVV8nD19Hjp/cHUZhdKSYD0q0idoNfrwgX5nOBn2LZqb/bgiZvcA/G786xZI6tHO3cC3/ymvJ5mkkTdto/uMhk2SVLdbtniv+dVxpwkhfWUMkmiW0BWPHW1LY1u63Wv9LTq2i1at60m9ydPyuSpr0/GRRsI64U2NBS+yBG3srx+vYxVN9zg3SczuOVShh/g126w9DZrWk3uL18GfvQj+d42XyEu40Rplc2zdSvwwx9KNrXudAq4G5RKm3HSCWkWXm1A9amBorCeUiZxO/mtWSNZZDt3Ak89Ja+34+NSt+nQhdezZ0W7wUoV24KpQPgCVju6tRw3Qm/dRA2c7hahQSlXy/fS9DjpFPN6mf2NFNsG7N5e7/pG1S0nRfWpeg3qVj8PcGPALlK3QOsd+DQoZUOPCCVswA5bRYrD1Ofly611G5Wdal7zqgelVLfahLibmVJqb2+4ofrlvErY6mc79hbwAlCXLrVnbwF7bW7eum1Vvvfqq3I/Vq+WJsg2kKSnVFJUoxqMUl+3HR+36vYWKDY7VXUbtSmKbRl+wYXXTnSr9kVtbVC3QPIWFTbptohMKaD1QoBN/aQU0+Z2olvLYVAqb0xH0/waXEXSSUMYNHzt0dfnDWJBZ3NpCfjxj+V7W4JSQHiPk7yCUknL92yYIBW5igS4HZTKQreAaLYdR1OvuU290AD/5L4bmVK2LQIA6VY/4zBtbrtBKRt9hZWV/O1tK92aq/Y2lPkD/kwp3VADyGZyH+XjuhJMTds3tRPMTVGCC6+nT8u/Ws2e3pNm5qjpK3QSTA3q1vyMuAUsW+2t+TUvm9tqIcC2YCrgt7mdLmBZDINSeROs0w1OkoKThjBYBtU+Uc7mj34kA/natfLPFrLOOAmuIqUZsG3SbZqdSbKg1STJxqBUVhknvb3exPHixdaOpksZfoBot6jJfVgwVYNSNuq20wkS4J/ct5PhB9ipXbOnSzdW7W2cIKlu1Ubqgmg7NtdceK3XPX2m6Ztq6+TeXGzOQ7sDA971D/oKam+3brVn8lurZTe5ZzWAn6hqgKKzqs+ckd3mbAqmAtklDFgOg1J5k7R8D3Aj4yTNdrlZEGX4bFy1B7LPOFG9BvtEAMlTm23QbVSmVDcGbF39tKXJOZC80XkSzHKSVhl+caufNukWKCZTSq9ZULeNhn09/AD/LmbdLt+7fNkrx7Jtcl/kIkAwY93GoFTYxB5oT7thwVTA3Uwpc3JvjjH0cbMhLx9Xv5oLOXHVADbptlsJA8GFALW311/fvPN0lTF9BZbvRcKgVN6YE6RWq0iAGxknZcmUsnXAzirjJItVJJtWP8vSU+qVV+Tr9dfbNaBluYrUaRmUTfa2W5lSQXv72mtyXfv7ZeXeFsqkW/Oa2+DMh2VK5a3by5e9BURA7umrr8r3NgalTN3297d3fcN0C6TbzMfGhQAzmGq+njVxk3ubdAv4fdxOSqazLN+zTbdA9xMGbNUtM6VawqBU3kQN2GnK92w0fMyUyoe8VpFa9eZxKZhadPleMCilurUprRnITreAPzu1k+alNtjbWs0rZyyiYXSUbjVLyqYm54A/46TTnlJmxkmYbuMy/PSaDw/nZ5eKpMhMqeFh7/qavsIrr3hl/sEdoqqMuYuZnm+WGX6Ad69M3Ub1TbXJVzCDqd3KlGo07NzBDPBs7sWL+fSUStM31VbdAt1PGLAtKBXmK9i0sJwRDErlTdgECWheRQLcSxHt1m5Qi4vAsWPyvU39TYDsdnhIs4rkwuS+6PK9qDIozZSyTbd5BKXM8j1Tt0nL92xwNAF/QLXbjqZtEySzN0+nPaXCJvft2FsbdZv34pVuUQ74tWv7xB4A5ubka5a90Pr6vGC4ec/iglK2+QpFZEqFNYx+4w1gfl7ug01l/kD21QAahHG9GqAMmVJmMNW2oBQzpRLBoFTemIZPjR/gPejBlewgjYZdhs8sgzIdlCINn65+rl8PXHVVPp/bLbLqcWIGpRqN8Hp7l5pAFp0pFVW+Z2OTcyA7RxNg+V6QsF3Mig6m2hqUynJHnax0a4O9BcIn93npFgj3FWxdte/v9/xODUplodtWG6IA4QsBtvVCCys7BYpdeNWJ/eSk34bYgNrcxUVPb534uPo3OqkGsMHmRmVK5aXbqGDq2bN2BlO5+14iGJTKmyhH09xauJXhu3jRMxI2DNhhEySg2AHbxoa7ijm5V0evkwEbkHvVTsNomyb3ZdiZZG4OePNN+d628r08Gp2bu++5GkwFutMw2rz2tjY5B7LN8IvbfS+pvbVFt2ENo/MsSwzrzWPrqr25i1mnmVJxwdS4zXxs64UW5eOaPn+WtAqm2mZvAU+3Z896r3VSDaDzq7DNfOLK91yoBigyYcDmYKqZVc3yvUgYlMqbuP4mQGvDp45mrWaHgKNWkYo0fC4M2AsLnW3zbGo0bgXUxQG7G2VQWrq3aZMdzrtJHg2j48r3XNAt4J/cF5Hhp5MvHbtOnJBV7YEBYMuWfD63W2TVdBfwl+910gvNhkUAoNhgKtC8cr+wINoF7PQVVKc6uc/C3rbapRdo7ePa1gvN9HF7eroTlLItmAo0B6VqtfYCGFls5mPTwmtUNUCRC68uzM2YKdUSBqXyJm57cqC14TNXP/Ma1IqkWzuTmGVQNhs+NXK6+mm+loZgUMr1evtgplTeq0hh5Xu2lu4B/oyTTleRWL7nJ2qSlAe1mhcw1edf7e2NN9ox6TQJy/DrVLdxk3sX7C0QvoBVZPme6nbjRmB0NL/P7RbBTKm8N5YA4n1cGyg6mBrM8Gs03PJxh4fbmxuZ9rbRaG8hwCbtdmvh1YXMVCC7fr+Wk8s2ONPT0zhw4AAA4JlnnsETTzyB8fHxPD6q/MRNkIDW5Xu2rtp3q97+3Dng+HH53ubJvQ7YAwPtXVtd2dN+Uu2kNts0uS9DTykNStlWugf4g1Jadmo2401DWPmeq7vvAcVmSgFy3c6fb57c22hvwxzNTsv3onSb1N7aotuwMqgiJ/c2Z5sA4ZP7dohbeI0r37NNt2H2tshg6vHjkpk6OAhs3Zrf53aLrIOpgNhvrSxIWg1gay+0ooJSwcxUs8zfRpvLTKlE5GIpDxw4gAceeAAPPPAA7rzzTrz3ve/N42OqQdwECUiWKWWD0QO6lymlhk9LoK69lqufcXRSTmLq3QZns+gBW3V74YL3Wapdm1c/sy7fa6d5qW0ZJ0XuYgZEZ5zYqFszcKrBDJbvZUPRmVLBSdKhQ/LVxgkS4Okt755ScZv52KbbbgVT9TpqtomNmalAczC100UAQIJ4SlJfwVwwtKGdQlSmVN4JA+fPS0DqJz/xgqm2lfkD/gb9aieZKdVE5mqbnp7Gww8/fOXnvXv3Ynp6GjMzM1l/VDUImyCZkXig9Qqobav2YRMk02nJGpcmSEB2fSIAT7vtrCKZvdBsG7AbjeJ2MQNkEFtYAF5/XX6+8cZ8PrObmLtG5lG+l6YXmm0LAUVnSpk2t9GwO5hqBqWyWrmP6oXmUikJ0L0yqODk3kbdAtlN7rOqBrDF3nZbt7b7uMGeUllkSplBqaSbouj1tqUXWtEtKlS3jYaMXarbm26y43oGyaq1iuVkPqPatWsXnnjiiSs/z/3VDZiYmMj6o6qBOWCHlUAByQwfB+z2CG5R7tqA3UkkXgcpc0UoaTmJXu+REbt6oQEyWOet3b4+716eO+dN7Dds8Fb0bSKrXSOBzsv3bJ3cdyNT6tgxCTIODgLXX5/fZ3aL3l7PTma1ch+nW1d23wvrhVZU+d7p0/KvVrOz7BTIvgwqahEASN431QbCMvy6EUy1NcMvq10je3o8H1aDUrWa/14l2YTKFt0W3aKiv9/v47qm23Yb9FtOLj2l9u7de+X7r33ta9izZ09kT6nl5WUs6yQEwPz8fB6H1D3SrCK5UL7XrW2eFxftbwAJZLf6CXiOZdwqUqvUZtsGbMA/uc+znGTVKgnQnD9vd5NzwL9rZPC1tMT1OElavmebdrvR48TmJufK4KBorVOba5bvub6xBNDdjBOdIG3dau9qtp5Xp2Wn6hN06uPaaG+LXgRYWQF+9CP5mT5uPP394mOpj9vf719EddHHLSpTChDtLi/7fQVbg1KqU3O3URsW7DMm19335ubmsH//fjz11FOR73n44YcxNjZ25d/mzZvzPKTiMYNSYX0iADfL94qaIOl1azSAkye9Eigbm0UD3sRGr20W5XtRq0guZvgB3ZkkuRiUymLlPszmtrK35v+xTbtFT5LMYKqtEyTA06muMHc6uY/rheZKUKpbC1gurNoDns3V0vx2M07Cgql9gfVutbkuTO67tWvk4iIwMyOT/JERwLa5lKK6VS11Ug0QXHh1uYrF1C1QrHbn5uwPpgYXWW1d7OiQxJlSjz/+OI4cORL5+7vuugt79uzxvfbggw/i6aefbrnz3ic/+Uncd999V36en5+3KzBlGjntlRKV2uzagF2EozkwIP8uXgSefVZeu+46O0uggGZD14nhC5bvRa0iuTRgA8WXnrqQKRXUabu7RgL+8r2wkukkq/aAHb3QgO7uBqU+g62OJtDsbHbaC43le0I3M/xs7ycFNNvcdnVrZkpF9U11yVfo1iIAAExPy9ebb7Y3CyMPHzcqKOViwkC97u+bWoR2f/ADsR2rV8v8zEaysreWkzgodc8996T6w48++igefPBBTE5OXukrFRacGhwcxGC7ZRpVIKyZXnAVyaXyvaIdTUCu3Zkz3oBts6OZ1QQJ8BxLDaamaV5q2wQpuK11kVl+b7wBnDgh39salApOYrLI8GunfM/shZa3XSqKbvXmmZ93I1MqqxVQM+MkLJjaaoIE2De5L3oBSxeqFha8UpLt2/P7vG6TlW47bVFhm27D7G2eY0lfn9y7pSXge9+T12zO8MvDVzAXXk2S+Li26RYofiFAdXvLLfYGU5kplYhc1LZ//37s2rXrSkDqySefbJktZTVhQal2BmxbJvdFN4EEPMPnQlAqy1WkpAO2C8FUs3Sx6Mn9c8/J12uuAUZH8/u8bpKHbtsp37NNt0DxmVI6Vh06JKUkQ0P2lpIA2TmbnZTv6Q5GgD2+QjczpRYW5H5MTub3ed0m62Bq1CIA4Fb5XtG90ABPuwcPyleXfNxOFl5Vp1ELry42OgfkWday3iJ83EOH5KtLumVQKpTMG53PzMzgfe97n++18fHx1JlW1qA7PNTrXlAqTfmeratIRWZK6aChO9LZmm0CZBuND6Y2B3XrUmozINpV3RaZ2qxBKeo2GWFlUKZ2XVoEALoXTDX799mSdRZGVs5mUt2G+QkXL3r31hZfoVu7mCk33tic1W4TWZfvAfFZ1S5M7oteBABEu2+95QWzbZ7c5+ErtJMwYKtuAU9HQDE2VwNgLmX4sXwvlMxH3MnJSTRUYETQHR7ayTixNSjVjUwphZP7ZLB8z09fn9enqMieUtr822bd6va4OhnPKlMq7S5mtmdKFd3jBLBbt0A+5Xthuk2yCNDTY88KbNG9ecz+k4DdEyQg+/I9gA2jgeJ1C/iv3egocO21+X5eN8kjqzouYcAl3QL+oFSeAdVgb1+bg6l9fd7CNmDPOJ0xFi9floi4aLyLKaLdGrA3b7angXEYeaQ2M5gqFK3d4DNv646RiqndLBzNpaXm1wC37C3QvUwpxWZHE/BP7jtp0G9mBrUKpjYa3sqyYmb42dKTo+jePPW6fNbsrCwE2B5MzcpXSBKUcsnmdqN8b9Uq0ezsLDA+3mwfbKIsmVK2+bimbS0qU2pkxNNtrQasXZvfZ5UBU7vMlAqFQakiiKtbdqmZXlhqc94Dtmn4Rkejdy+ygTzL99rZmcQW3QLFT5JcyzgxVymz7IVmvga4W75XlM0dHvbs7cICg6lJMcv3WvWUApq1a7O9LUK3U1PA3XdLw93Dh4EXXwT+7b+V120lK19BW1QAXMACii87nZoC/tt/E80ePgz86Z+Klm3Vbh4Lr3GbULlQDWD2TS0iKDU1Bfze73m6ff554Bd+wV7dAtn5ChbDoFQRBCdJSVNEXWlemveA/dWveobv6193a8DOonyP9faCnq9mMZiv5YE5ue/rA8bG8vusMpD15F51CyTvzWPbBAkIz/DLK5g6NQV87GOevX3pJeDXfs1eewv4J/dZ2FuzfM/UbXAHUBOb7W3evsLUFLBvn/TuGxqS+zkwIDtH7ttnr3bznNwn7Zuq5fCAPdotMqNatXvypPgIg4OSKfX88/ZqN8sdptudm5n/xxbdAsX5uKrbV1/1dDs2Zrdugex8BYthUKoI4qLxURknFy54abi2GL6wbZ7znCDt2wecOOEZvokJuw1fltvl6r3i6qeg18McsPPU7u/8jje5n562O5gKZDdgBx3N3l5/SZPLPaWKmNy/8IJnb1etstveAn6tdjJBCivfM32FVplSNk6QiuiFVq8Djz0GzM0BW7fKvazVpNfJli2yOcrnP29ndnUeZVBpG52rn1Cr2dNWISxTKg8/wdTuunXeOLd2rd3aLVK3LpWdAp52zUyprMvBTd1ed52n26uuslu3QHa+gsUwKFUEcWVQcQN2X19zsKGqFLX6aRq+a67xDN/EhN2GT5vpKdwuNzuKSm3Wyf2PfuTuKlKWuo1KyXexfK+oyX1fn9jbsTG77S2QfdmpufteVPle8DrauAhQhK9w8KBk861f7y9fGRmRn9etk+3KDx7M9nPLQJ69eZLaXPUT9HrbQFGZUqZ29Xr398s/m7WbZTVA0rmZa1nV6uMWpVvAPZvLoFQoDEoVQbAMKmmKqGn0bBmwTSOkjnfehk8HmqEhCaS4ZPiyKCeJS212oRcaEL6KlOfkfvNmd1eRghOmNLRbSgLYqdsieqEFJ/f6rLjgaGZVdhpXvudqplSeuj19WnZG1vu2dq08+9pwd2hI7P3p09l+bhkwbezgYGc+ZlwZlN63oM21UbdF9Z40tavX27yOtmo3y2qAoI/rejWAnu/ysnzNW7eDg/KZIyOevbdVtwB7SiWAQakiaHf3PZsnSIA3uc/b8K1ZIyv25ja5NHzxtJvh12jYnXGiAzaQ7+TeDOAOD9s/uc+r0bnrGX5FlO8FJ/dr1sjn6pbPNtvbrBYB9D7V656NMbVbq3mBA9caneeVcbJ2rdw/3alz9Wrgxhu9e7q0JHbJxl2hsiwl6bR8z1bd5lkNYGp3bEwyVDdt8n5vq3ZrtfyyqpP6Cjb2QgOKyZQyddvbC9x2m38zFFt1C7CnVAIYlCoCdTbDHE0geuXe5ok9UKzh27ZNGkAqNHzxqE7jdNuqF5pNzmYRmVLB1c+REdkx0sz2s3Vyn9UkqV3dAnbb3DxX7oOT++uvB97+du+ZsdneZq1boH1fwUZ7m6dud+wAbr0VOHXKG7OURkNe375d3mcbWU6Q2u0/6coiQB4Lr6Z2AfFv9bNt125WC1hJdRuV4WdTLzSg2cfNY24WtLlmz0/bdcugVCwMShVBMN3U5QG7qEwpOptCJ5OkpLqNGrBt6oUGNK8imZkLWRGc3N98MzA56f3e5sl91sHUqJ9d6xNRRKYU7a2QRSmJSdqsaht9hTwzpXp6gPvvl0yTo0flOq6syNejR+X1++7Lb0OLbpJlKYlqV+9TlG5dCKYWlSlF7QpZ+LhRuo3L8LOpFxrQ7OPmoR3qVmBPqVAsvOslJGjokvaUcqV8jwN2tmRdvqek7YW2apXdA3YRq0gmLk3us+gppUT1N3Fl9z0zU4qT++zJKigVdk/S+go2BqXy7s2zezfwhS8At98OzM8Dx4/L15075fXdu7P/zDKQZdPddn0FG3VrZivlGZQCqF0gXx/XpUUAoJhMKYC6BRiUiqAv/i2kY4KGz+XyvVpNDH29Xpzhe+wx6dPz1lsy6OzcKRMkFwxflhknQR27NmAXuYq0b59M5tetk3u4tCQBKZsn93mUQYX97GovtLxX7l21t1ktAmiDeO1VArhdvleUbgHR5nveI736Tp+WTNQdO+y0s0qWmVJxvoJLQamiFl4Vl7VbqzVrLw3t+go22lugmIVXxWXdBr8nV2BQqgiC0fekA7athq+vT4weDV8+ZL0blJK2fM9G3QIMpuZF0eV7QXu7vOxp2SbtFrVFOeCmvTXtZBYNo82glMsLAUWUnZr09IiNdYW+PpnUNxqd6zbOV4jSrY0+btFBKcA97aqvoBvAtAuDqX70/PPcGd3EVd0CDEpFwKBUEbRbTmLjgA0UG40H3DN8qq++vuZBNg1ZlO/ZBFeR8qWooFScve3p6ax8sGwU1XhXcc3eZp1xojtBadDAxKUFrCIzpVxEdzFbWsqu0bmS1lewSbfmtcgzq9pldHzOOsMvSrcuZKYCxVQDuAwzpWJhUKoI2i3fsz0aT8OXD2rssh6wXV79BIofsF2b3Hc7U8rM8LOxF5rZm4eT++zIcvXT1GpYWYqLk/s8e6G5jpaGZ5Hh1+pnl3zcbmRKuUZRPq5rmVJFJwy4BntKxcJoQBFw9z0/NHz50t8PLCwAZ88Czz0XvstYEtrVrY0TJKC48j1X6fbue7Zm+JmZUnrOXAjIjrx684QFpcIWAhoNL7vKJu2GZUpRt9lRrwOLi8DsrJSIt+snAJzcm5i78nLhNR/Uxz1zpjMft92FVxt1C3jP6fKy/2eSDQMDotvZWeDw4c5srqXQUhZBXKaU6xknNHzZMTUFfPWrwIsvAtPTwAc/CNx9t7yelqQZfq4N2HQ08yGryT2bl/phplS+6ARpdlZ2Ecpqcp80U2px0dup0yaba2ZKUbfZMjUlfsF3viOTo698pX0/AWBQKgh93PyYmgKeekp83G9/uzMft9MFLFt9Bfq42TM1BXz2s6Lbw4eBD32oM5trKVRcESStW3Z1wKbhy4apKdm17cQJcejXrAFGR4Hnn5fX0xq/dnuh2apbZkrlizm5f+WV7FY/W/WJ0Mk8YH+DfvbmyZ6pKeDDH/YczYceym5yH9QtED5J0glSf3/4/6kqRTbodwn1E557TvQyOChjdbt+ApA848SVyb3aXM04oY+bDard11+Xazw6mq2P63owlT5uPqhuZ2bkGg8Pd6Zbi6GlLAKWQfnhKlL21OuyW9vcHLBunVzT3l4ZNLdskVK+z38+3US/3d33qFuSlqkp4Ld+y5vcf+Qj+a9+AuFBKdsczbBMKU6SOkcdzR/+UBzNwcHOHc12MqWoW5IU00/YulU0W6vJJKldPwFgdmoQ+grZY2r36qvlmvb1debjsm+qHyYMZI+p240bs9GtxVBxRcDyPT9cRcqegweBl14C1q/3Bha9rrWaBKoOHZL3JSWoW9e3y2W9fT7o5P6VV7zJ/fh4+5P7pPYW8GvX1p5S5nOqQThqtzOCk/veXrGznTqa7QSlbPUTmCmVPaafUKt511P1246fALQXlGo07PUVmHGSPXn4uGzQ74e6zR5Tt3p99bp2YnMthdGAImjH8F2+7E1+bTN8XEXKntOnRS9DQ57hM3U2NCTX+/Tp5H+z3bJT2ydJ1G12mJP7666Ta9rT09nkvlbzB6ZaZUqFZZzYrlvzNdIeRUzuWwWlwsr3bNNtWNkpF7A6w/QTAMk4GRuTDD+gPT8BSF7qb+p2edn7mT4uicPUbtjue0X6uLYGpajb7DF1u2oVcO214usq7dpcS+mLfwvpmHbK99ToAfYZPkbjs2ftWskwWVqSLJNGQ3pKKUtLosO1a5P/TTaB9BPULSdInRO2+qnXOTi537kz+d/t75fAPhDtaALhk3vb7S1Am9spwcn9ddfJz6q1oSHZ0ayTyX3S3fdsnyCxF1p2mH7CqlVeTx6lHT8BaNZqkqxqtbc9PZ3vWlk29HwvXfL/TNon6OPedpt/bM/Dx3W1ioVzs+wI2txrr/X/vl2baymcVRVBO7uYqaM5NGSfYWA0Pnt27ABuvRU4dUp+npjwdNZoyOvbt8v7ksImkH6o2+wJrn5u2ABs2uT9PouV+6D9jSvfs83RDMuUYkC1M0xHExB7u2GD9/ssJvdpe0rZplvuvpc9pp9g9tMD2vcTAL+NNTMHlbheaLVaus8rO1zAyp6gds2AVLvabbdFhSu+AnXbOXnZXEuh4oqgncm9rRN7gNH4POjpAe6/X1Lxjx4V/aysyNejR+X1++5LN8i0u4pk+yRJVz85YHdOcHJ/zTWiVSWPyX1UUMp23TJTKjvycjQ7Kd+zzVcwNcqMk2zIw08A/AGCsB0gw3wFWyf2ABew8iAP7Qa1mqR8z+ZeaNRt9uRlcy2FV6EITEPX19e8KuRSnwiA0fi82L0b+MIXgNtvB+bngePH5evOnfL67t3p/l7SentTtysrwIUL8j0HbBJHEZP7oG5rNTfLoBiUyo68HM1WutXPBdzQrZm1QJubHVn7CUDrHn6AewuvwU1R6ONmQ9babaeKhb3QSFrysLmWwp5SRRA3YHMVqXvHYhu7dwPveY/04Dl9WjJMduxozylqJ8NvcdH73rYBmxl+2aOT+337ZDK/bp2U7C0tSUAqi8l91CSpXndr9z0zKGVbuUw3UEfzscekL9pbb0kgaedO0Ww7jiZ33/Mw7SsXsLIlSz8BYNlpEPq4+dENH9dceFXd2twLjfY2e7K2uZbCoFQRcMD2Q8OXLz096ZpCR9FO+Z5OkAYHm1ehqg5XP/OhG5P7VhknttncsP4mDEplQxkm9y4FpTi5z46s/ATAn9XnetkpwAWsvMlKu3GbULXycV3ohUbdZkuWNtdSLJs1lhT2ifBDw1cN2smUsnWCBHD1M0/KNLm3zeZyESBfsnQ0ufueBzOlqgPL9/zQ5laDpOV7bK1CSCEwKFUEnWRKuTBgc3JfTjrZNZK6JWnJa3If1psn6GzW617pqW3OJnVbHZgp5aG93+p1NjovO0mDqa5M7rnwWg24CZUf6pZ0GYZBi6Cd1U8XBmyF0fhyUqu1XgF1VbfakJsDdnlJO7m3uReanit1W364gOUnqFVqt5ywRYWf4PlSt+WknRYVLthb6pZ0CUYDioCOpgGli1UAAB4hSURBVB86mtWhlXZbNYGkbkk3SWtzNZg6MBD+/ioTXASgbstLO6X+Nk/uuYBVDZJmprpQLg3Q5laFdnaYdsneUrekYDjCF0EnAzYNH+kmrbTrWjCVE6TqkHZyb7OjyWBqdeDk3g+1Ww1M3YZtcBJWvmezrxDUKX2FcmLqtre3uXG56/aWuiUFQ8UVAcv3/NDRrA7BQdvEtWAqdVsd0tpcmydIDKZWh7QZfpcve7uB2mhzuYBVDVgN4Ie+QjWo1bx70yqYSh+XkEKgd1oEnaTkc8Am3UT12t8fvYpUr3v9amwesDm5rw7tlu/R3pJu0m6GHwCMjOR3XN2C2q0GrAbww4yT6qDaTapbzs0IyQ1ayiLgKpIfDtjVwQxKBTHvowalXNItB+zyknZyb/MEidkm1SFthp/qdnjYzvtKm1sNWA3gh7qtDkl8XNca9Cucm5GCoeKKgKtIfjhJqg6tVpHMASs4SbJRt3Q0q0OczY0q33NBt3Q0y0vaBSybFwEAarcqcOHVD33c6pA2KGVzVjV1S7oMR/giiGsCGVy1bzTsHrDpaFYH1W4r3QJuTJKo2+rA8j0PBlOrAxv0+6F2q4HpHySxt40GsLgo37tgc+krlBfVLlurULek61BxRZB2wL54URqYAnY6m4zGV4ek5XsulEFxglQd2s04cUG3dDTLS7vlezZOkAD28asKZjZqksn9hQteyb+N2qWPWx1Uu2kzpWz0Fahb0mU4whdBreY97ElKSdTo1WrSK8I2OLmvDkmaQAJuZEpxwK4O3H3Pg7qtDmlL/W2eIAH0FapCu5mpfX3hOq861G11aLXwqn6CuZmPzb4CdUu6DINSRZEk4ySYkr9qVfOOZzbA1c/q0Eq3pjZdmCRxwK4OLN/zoG6rAzP8/DCgWg3iqgGiFl5Xr3bDx6Vuy0uS8j3AzR2mqVtSMIwGFEWaZno2Gz2Ak6QqEReUauVs2gaDqdWBu+950NGsDizf88PS02qQNMMvbOHVRqjb6qB6TbKZj2u90OgrkIKhpSyKJCmiLpSSADR8VaKVbgF/QNXshWajdqnb6qB6rdXC75NLGSfBTATqtrxw9z0/DKhWg54ez49ttSmKK7qlr1AdkmZK1ev290JjMJV0mdwV9+CDD2Jubi7vjyk/SXrzuLr6yQG7vLTSLeAPqKqjWasBIyP5H1vRcIJUHeJ065LNNXsaAnQ0y0y7GSc2BlMBv42t1ews9bKFpL15ALd0C9Dmlpmkm/msrLAXGiE5k6ulnJ6exqOPPprnR1SDeh1YWABmZ4ETJ/zbiwJurdoDLIOqEr29ot0TJ4DnnovWbr3uDdgjI3ZOHuhoVgfV7dmz8boF7Le5pnbpaJYX1e3sLPDyy/G+gs3BVIC6rRJcePXg5L46tNp9L1i+Z/oJNvq4nJuRLpOr4mZmZjA5OZnnR5SfqSng7rvl6+HDwBe/6P2suNSXB+CAXRWmpoCvfhV48UXgv/934IMfbNau6WwyJZ+Ugakp4DOfEd0ePBiuW5d789DRLCdTU8A994huDx8G/vk/b21vAbd8Beq2vNTrMv7PzgLHjiUPptqqW2ZVV4N6HXjrLdHtqVPRugX8mVIu+AlhPxOSM7mN8vv378fevXvz+vPVYGoK2LdPVuoHB+XfyAjw/PPyujqbLjXdBThgVwHV7muvyf0aHwdGR6O1aw7YtuqWmVLlR3V75IjodmQkXreXL0s/NMANZ5P2tnyobl94QXQ7ONhat65k+Jm+AnVbTnTh9Xvfk2Dq5z4Xvwjg2gIWfYXyobr9oz8S3T75ZLNuzZJhFxdeqVtSMLkobm5uDuPj44neu7y8jPn5ed8/K6jXgcceA+bmgK1bJUW0VgOGh4EtW6Ss5POfl/e53gSShq9cmNpdu1buV2+v6DFKu2b5ngsTJICTpLJh6nbjxvS6BdywudRtuTB1u2WL3J9aTexoULcuZ/hRt+XDXHgdGJBg6qpVrRcBALeCqQC1WzZM3Q4NiW6Hh5t1C7hVDUDdki6TSzTgySefxJ49exK99+GHH8bY2NiVf5s3b87jkIrn4EHgpZeA9evFwVRnsqdHfl63Djh0SN7nWlCKhq/cmNrVe6P6baVd23XL1OZyk0a35uTe7IVma4Ccjc7Li6lb897oKn0SX8GFyT11Wy6CC6/9/ckXXl0Kpob9TLpHULeDg6LbwcFm3QJuLbxSt6TLhOzdGs7jjz+OI0eORP7+rrvuwp49e3DgwAG8//3vT3wAn/zkJ3Hfffdd+Xl+ft6OwNTp08DyskThAeDqq8XwrVkjPw8NSS3z6dOAnq8r5XvMlCo3pnZ7e4HFRWBiwvu9qd2wyb2tjiaDqeXG1G1Pj2T5jY56vzd161IwFWDGSZkJ6nb9etl2XO9TmG7rdXmP7TaXui0vwYVXLXMKW3hVOxwsO7VVt/QVykuahIGdO91qUUHdki6TOCh1zz33JP6jTz755JXvZ2Zm8PDDD+MDH/gAdu3a1fTewcFBDA4OJv7blWHtWom8Ly3JwDs2Jv+UpSVJd9byKECMXqNh/4DNaHy5CWo3uFlBmHa10Slg74BN3ZaboG6DixtRNtd23QLszVNmgrrduNH/e1O3S0vy2sqK9EHTzBNbfQVmSpWX4MLr+vWSfaJ21AymXnWVvOZKo3MuvJaXoG4nJsSWqkZN3QL+hVfOzQjJlcRBqaQEy/buvfde3Hvvve7twrdjB3DrrVKjPDLi3z600ZCdHnbulPeZPU3M1U9XBmwavnKRRrsuZZxwu9xyk0a3f/qn8roLGX4AM07KTBrdnjwpr5u61ZIpG6Fuy0swmHrVVd7EHvAHU6MandPHJUUT1O3wMLBtm/d7U7dA+MKrrb4Cg6mky+SmuLm5OTz66KMAgEceeQTT09N5fVQ56ekB7r9fsqOOHhVjphP3o0fl9fvuk/eZhsCFumWmiJabNNoNK9+zVbd0NMtNOzbXxUwpOprlol3dmvbWDGTZBINS5UWDqadOSfDURIOp27f7F6+CLSpcmdxTu+UhjW6B8EwpW30F6pZ0mdy80/HxcTzwwANoNBr40pe+FFq6Zz27dwNf+AJw++3A/Dxw/Lh83blTXt+9W95nPvguZJzQ8JWftNplUIqUgbS6NRcBbLW3ACf3ZSepbl0qJQGo2zLTbjAVsF+7zDgpL2l0C4T7uLbqltUApMtkXr5HAuzeDbznPdI07/RpSQndscP/sJvfX7okjaUBeyf3NHzVIIl2XSrfo6NZDdLq1vZgKsDJfRVo197arFv2Qis3Gkx97DFpHv3WW1L6tHOnTOyDwdR6Xf5duCA/2+orsBqg3CTVLcDd9wgpEAaliqCnR4xdFOaDf+6cl1Jq64BNw1cd4rTL8j1SRpLa3JUVb4Jkq24Bv1YZTC0vSXXrYoYfdVtO2g2mAvbaXC5glZ8kugXcyk5lwgDpMgxKlQHzwZ+fl699fRK5txFO7u3BpSaQun2w9sXggF1dXNItwIwTW3ApMxWgbqtC0mCquZHP4GDzJNgWmClVDeJ0C7iVncq5GekynFWVgVrNa1SqQSlbjR7AaLxNuDZJYhmUHYRl+LmiW9rb6uJy2Sl1W13Me3f2rHx1xd6G/Uyqg0s+LnVLugxH+bKgD78O2K44mmE/k+qg9+7yZTcmSVy5twOXVj8B6tYWXOpvAlC3tmDeO114tXViDzBTyib03pn9fm3VLnVLugyDUmUhGJSy1egBrLe3Cb2X5897vdBsniQxU8oOXO7NQ91WF5f6mwDUrS2Y925hQb66oluAPm6V0XupugXs9XGZMEC6DC1lWdCH34XyPRo+ewgGU3t77e2FBnDl3hZcK4Oibu3AtQw/lu/ZgXkfXawG0PYcpHoE52YDA/b2QjNbyQC0uaRwqLiyEDR8Nq8iMUXUHnTQ0lWk1avtdsA4SbKDsIwTVyZJtLfVhRl+pIq4HJTq7bXbJ7Id9RVcSBgAaHNJV+Gsqiy4FJRippQ9uFR2CnDAtoWwTCmbtctgqh24linFDD87MIMyLpTvmbqlva02Ls3NAGqXdBUqrizow+/CKhIzpezB5aAUB+zqYvZCq9fle5u1y2CqHbi8ayR1W21cmtxTt/bgso9L7ZKC4ayqLLjcU4qpzdUlrHzPZrhybwfBlPyeHmBoqHvHkzcMptoBe6GRquLqDtO0t9XGZR+X2iUFY2m3tgriUlCKjqY9uKRbgKtIthC2am9zcJw21w7MoNTSknxvs83l5N4eggsBNmec0N7aA31cQgqDo3xZYGozqSKupTZzFckOXFq1B2hzbUFtzuXLwOKifG+zzeXk3h5cmtzT3tpDsLWKzfYWoHZJV+Gsqiyo4XPB0eTqpz3o/XOhlATggG0Leu+Ykk+qhNkLrdGQ7+krkCrg0sIrg6n24JJuAWqXdBWO8mUh+PDbPEnixN4e9P65MEECOGDbglkGBdivW9pcOwja2/5+YGCge8eTN9StPQQXXl3xcRlMrTbmQgBAX4GQHKG1LAvBh99mw1ereQM1B+xq41IwFeCAbQuu6ZbBVDtwyU8AaG9twiXtUrf24JqvwIAq6SJUXFkIPvyuGD4O2NXGJUcT4IBtC8F755JuaXOrCydIpKq45CvQ3tqDyzaX2iUFw1G+LLhm+HTlnkav2rimWw7YduDSBAmgbm3BNXvLDD97cEm77OFnD675CtQu6SJUXFkIGr6Rke4cR1EwU8oOXHI0AU6SbME13TLjxA6Y4Ueqiks+LnVrD7S5hBQGvdOyYD78w8P2GwNmStmBywM2J/fVxbVyaQZT7cDlVXvqttqYNtd2H9c8V/oJ1ca1BSxmSpEuQsWVBdPw2e5oAt750uhVG06SSBVxTbcMptqBaxMk6tYeXPJxazVWA9iCy74CtUsKhqN8WXBpwAY4YNsCJ0mkirimWwZT7cC1zFTq1h7o45IqwqxqQgqDs6qyYBo+240ewEwpW+AkiVQR13TL1U87cC2YSt3ag2s+LltU2IFLvdAA2lzSVRgRKAvmw88Bm1QF8/4NDvqDNjbCAdsOXEvJZ58IO3Bt1Z6Zqfbgmo/LTCk7cK3fr55frSb/CCkQjvJlganNpIq46mgGvyfVghknpIoEJwq2+wrUrT246uMymFptzPtH3RKSK1RdWXA1tZmGr9q4OmAHvyfVgkEpUlVcWghghp89uOor0N5WG1eDqdQt6QIc5csCDR+pIq7qFuAkqcq4Vr7HoJQ9uGRzqVt7cCmYCnDh1RaoW0IKg6orCy45mgB7StmCqwM2wHr7KmPqdmAA6O/v3rEUATNO7MElX4EbS9iDS7oFuPBqC9QtIYVB77QsuFa+R8NnBy4P2AxKVRdXS0mC35Pq4dJCAHVrDy7pFmDGiS1Qt4QUBlVXFlwzfAxK2YFruuWAbQeuBlOD35Pq4ZLNZaaUPbhqc6nbauPqAhZ1S7oAZ1ZlwSVHE+AOD7bgqm45YFcb13TL8j17MO/fyEj3jqMI2MPPHlgNQKqIa8FUtlYhXYSjfFmg4SNVxLVVJGZK2YGrE6Tg96R66P0bHrb/XlK39kAfl1QR1xawGEwlXYQzq7Lg2oDNTCk74IBNqohrumWmlD2odl3wE2o1r3cfbW61cdXHpW6rjasLWNQt6QL0TsuCq5MkGr5qQ0eTVBFXdRv8nlQPnSS5oFuA2am24OrknrqtNq76CtQt6QJUXVlwrQyKk3s7oG5JFXFVt8HvSfXQ++fCxB6gzbUFVyf31G21oW4JKQwGpcqCGoBaTXpF2A5XP+2AGX6kirimWwal7MG1oBR9BTswfVzbG/QD1K0tuLaARd2SLkLVlYVaDVhYAC5cAJ5/HqjXu31E+cJovB24OrnngF1tXFv9NHtK0eZWG7U9LthbgL6CLahuR0a8PmE2Q93agas+LnVLugBnVmVgagr4d/8OePFF4Ac/AD74QeDuu+V1W9Eg3KuvAs89Z38QzmYWFoDZWbmXtt/Hnh4531OnqNsqo/ZndhZ44w3776N5vi+8YP/52kq9DszNyX2cm7P/PtbrwLlzcr4zM/afr8241KAfYMaJLbgWlGI1AOkitJbdZmoK2LcPOHZMjMGaNcDoqGRL7dtnZ2Bqagr4gz+QINz+/W4E4Wxkagp48EG5j4cPA7/0S3bfx6kp4F//aznf73yHuq0qU1Ny71S3n/2s3fdxagq45x7vfD/yEbvP11ampuS+/dmfyX386lftvo96vv/v/8n5PvSQ3edrOxoYn5+3f0GnXpeFq9lZ4LXX7D5X2zEXdI4csf9e6vm+9pr9zykpHbVGo9Ho9kGYzM/PY2xsDGfPnsXo6Gi3Dydf6nVxsp57TvpInTwpkfgbbwQaDeDoUWDnTuAP/9Ce1RYzCHfpEnD11fLv1ClgbAz4wheA3bu7fZQkDr2Pb74pK9k9PcDNN9t7H/V8T54EFhelBOH66+09X1vR+zg3B5w5I7rdtAk4f97O+6jne+aMnHNPD3DDDfKzjedrK6ZuL1wAlpeBtWvFh7DxPprnu7AArKwAGzfKudt4vrYzNQX8yq8Ar7wC9PcDGzYAt94K3H+/ffdxagp47DHg298W32hsDHj3u+08V9uZmgJ+/deBZ5+VOdn11wPbt9t7L6emgE98Qip2+vrE5tr6nJJCSRrbsSTSUVEOHgReeglYv94LOunXWg1Ytw44dEjeZwP1ugzWc3PAxISkh/b2Sjr3li3A2bPA5z/PyHzZMe/jddfZfx/N892wQc61p8fe87UV8z5u3Sr3sVaThQAb76N5vtdfb//52kpQt/39XrNoG++ja+drOxpgPH5cJrqjo/ZWA+i5PvccMDgo/4aH7TxX29F7+aMfiW6HhyXAaOu91PP98Y/dqdohpSO3oNSBAwfw+OOP48CBAzhw4EBeH1NtTp+WFc+hIWBgQF4bGvJ+PzQEXLwo77MBMwgXrLe3MQhnK2H3sb9fvtp4H83zDTZotfF8bSV4H/VearDGtvsYtuih2Hi+thLUrd7Lvj4772PU+eoza9v52owZYFy7Vmxtf7+dCzrBYOrgoOh1aMi+c7WdsIXIvj47dQv4z/eaa7jwSrpGLkGpAwcO4KmnnsI999yDyclJ3HvvvXl8TPVZu1YGrqUlYHxcyp82bPB+v7Qkwaq1a7t2iJliBuEmJuS8zHOzLQhnK+Z9HBqS8qfNm73f23YfzfMdHm7e0tq287UV8z4CMumdmPAvCNh0H83z7e2VDKnRUW+Sb9v52kpQt9deK4EZTYG37T4Gz3fjRnlWtUG2bedrM2ELWPrVtgBj1KIHYN+52o55L7Xht626BcIXsFS/Np4vKS198W9Jz7333otnn30WADA5OYmnn346j4+pPjt2SL3u88/LJNec6DYa0q9m5055nw2YQbhVq/yBDMC+IJytBO/j1Vf7f2/bfQye7zve4c88se18bSV4H80FAMC++xg83xtv9P/etvO1leB91H+KbfcxeL5r1sg/xbbztRkzwDg4KH7txIT3+6Eh4K237AgwBoOpExPy8/i4/GzTudqOeS97evyLAIB99zL4nI6N2fucklKTeabUzMwMzpw5g/HxcUxPT2Nubg6Tk5NZf4wd9PRIA7mxMWlqfv68NPQ8f15+HhsD7rvPnibnGoQ7dUqcExMNwm3fbk8QzlZcu4/B8zWfRxvP11Zc162JjedrK67dR9fO12bMAGNfn2T5aWYqYFeA0TxXwFsI0CCVTedqO+a9rNWkd6rNgfHgc7ptm8w/FdvOl5SWzKMd09PTmJiYwP79+zE5OYnHH38c+/fvj3z/8vIy5ufnff+cYvdu2Unm9ttlq9zjx+Xrzp327TDjWhDOVly7j66dr624dh9dO19bce0+una+NuNSgNGlc7Ud1+6la+dLSkut0QgqsDMef/xx3HvvvZidncX4+Djm5uZw1VVXIepjfuu3fgsPPfRQ0+tx2wZaR70u9bqnT0s0escOe50u3TL3pZekN8TAgBi8++6zKwhnO67dR9fO11Zcu4+una+tuHYfXTtfW9Fdvc6elTKooSHJvDh1SgKMNi2+unSutuPavXTtfEmhzM/PY2xsLDa2kzgo9fjjj+PIkSORv7/rrruwZ88eHDhwAO973/swOzvrfUithmeffRa7du1q+n/Ly8tYXl72HfjmzZvdC0q5hktBOJtx7T66dr624tp9dO18bcW1++ja+dqKSwFGl87Vdly7l66dLymMzINSSZmZmcEdd9yROCgVJOmBE0IIIYQQQkqOSwFGl87Vdly7l66dLymEpLGdzHffm5ycxDvf+U7Mzc1hfHwcMzMzmJycTBSQIoQQQgghhFhET4/0SnUBl87Vdly7l66dLykVmQelAOCpp57Cgw8+iDvuuAPPPvssnn766Tw+hhBCCCGEEEIIIYRUlMzL9zqF5XuEEEIIIYQQQggh1SVpbIeFooQQQgghhBBCCCGkcBiUIoQQQgghhBBCCCGFw6AUIYQQQgghhBBCCCkcBqUIIYQQQgghhBBCSOEwKEUIIYQQQgghhBBCCqev2wcQRDcDnJ+f7/KREEIIIYQQQgghhJC0aExHYzxRlC4otbCwAADYvHlzl4+EEEIIIYQQQgghhLTLwsICxsbGIn9fa8SFrQqmXq/jtddew5o1a1Cr1bp9OB0zPz+PzZs349ixYxgdHe324RBSSvicEBIPnxNCWsNnhJB4+JwQEg+fk2xoNBpYWFjAxo0b0dMT3TmqdJlSPT092LRpU7cPI3NGR0cpaEJi4HNCSDx8TghpDZ8RQuLhc0JIPHxOOqdVhpTCRueEEEIIIYQQQgghpHAYlCKEEEIIIYQQQgghhcOgVM4MDg7iN3/zNzE4ONjtQyGktPA5ISQePieEtIbPCCHx8DkhJB4+J8VSukbnhBBCCCGEEEIIIcR+mClFCCGEEEIIIYQQQgqHQSlCCCGEEEIIIYQQUjh93T4Am5mZmcH+/fsxOTmJmZkZ3HPPPRgfH+/2YRHSVaanpwEAu3btwszMDObm5rBr1y4AfGaIu0xPT+OjH/0onn32Wd/rrZ4JPi/ENaKeE44rhHhMT0/jwIEDAIBnnnkGTzzxRKJxg88KcYVWzwjHky7RILmxa9euK98fOXKksXfv3i4eDSHl4J577mkAaABo7NmzpzE7O3vld3xmiIs89dRTjWeffbYRNiS3eib4vBCXaPWccFwhxOORRx7xfW8+AxxTCGn9jHA86Q4s38uJmZkZ38+Tk5NXIrKEuMwdd9yB2dlZzM7O4umnn/at0JnwmSGusHfv3iurcCatngk+L8Q1op4TgOMKIcr09DQefvjhKz/v3bsX09PTmJmZ4ZhCCFo/IwDHk27BoFROHDhwABMTE77XJiYmrqQEEuIy4+PjTemufGYI8dPqmeDzQogfjiuESMnRE088ceXnubk5AKJ7jimEtH5GFI4nxcOeUjmhAg9y5syZYg+EkJIxNzeH/fv3A5A67nvvvReTk5N8ZggJ0OqZ4PNCiAfHFUI89u7de+X7r33ta9izZw/Gx8c5phDyV0Q9IwDHk27BoFTBRAmaEFcwmwJOTk7irrvuwpEjRyLfz2eGED+tngk+L8RFOK4Q0oxOroMbA4S9r53fEVJ1wp4RjifdgeV7OTE+Pt4UOT1z5gw79BPnMWuydfeKmZkZPjOEBGj1TPB5IcSD4wohzTz44IO+njgcUwjxE3xGAI4n3YJBqZzYs2dP6OvvfOc7Cz4SQsrD9PQ03vve9za9PjExwWeGkACtngk+L4QIHFcIaebRRx/Fgw8+eKXsaG5ujmMKIQZhzwjHk+7BoFROTE5O+n6emZnBO9/5TkZTidNMTk7ikUceufLzgQMHsHfvXoyPj/OZIQT+NPBWzwSfF+IyweeE4wohHvv378euXbuuTLaffPLJ2OeBzwpxiVbPCMeT7lBrNBqNbh+ErczMzOBLX/oS7rzzTjzzzDP45Cc/SeES59FdXsbHx3HkyBGf8eczQ1zkwIEDePrpp/Hoo4/igQcewJ133nmlCWerZ4LPC3GJVs8JxxVChJmZGdxwww2+18bHxzE7O3vl9xxTiMvEPSMcT7oDg1KEEEIIIYQQQgghpHBYvkcIIYQQQgghhBBCCodBKUIIIYQQQgghhBBSOAxKEUIIIYQQQgghhJDCYVCKEEIIIYQQQgghhBQOg1KEEEIIIYQQQgghpHAYlCKEEEIIIYQQQgghhcOgFCGEEEIIIYQQQggpHAalCCGEEEIIIYQQQkjhMChFCCGEEEIIIYQQQgqHQSlCCCGEEEIIIYQQUjgMShFCCCGEEEIIIYSQwmFQihBCCCGEEEIIIYQUzv8Pt8/2zZ32UtEAAAAASUVORK5CYII=", "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_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": 192, "id": "1c14466b-91a7-4b1b-9e2f-e0cb458466c3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.8978, dtype=torch.float64)\n", "tensor(1.5043, 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_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": 193, "id": "b83d9e11-1d1a-42dd-93c1-5711b8f43f79", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_final)}{(nux - nux_final).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_final)}{(nuy - nuy_final).abs().item():.4f}'\n", " rf'\\quad C={c_final.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-10, 10)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'independent, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'independent, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ay.set_ylim(-1E-4, +1E-4)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "9ba900ae-ce96-4f68-a28a-08453fbbeb08", "metadata": {}, "outputs": [], "source": [] } ], "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 }