{ "cells": [ { "cell_type": "markdown", "id": "c01f195d-afb4-4a5b-b75f-cb70e76f4658", "metadata": {}, "source": [ "## ELETTRA-32: IDs interaction residual correction (twiss)" ] }, { "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 coupled twiss parameters 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\n", "\n", "# In addition, better global tune knob construction is explored" ] }, { "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 (QF & QD)\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([5712])\n", "torch.Size([5712, 5])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(ring, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n" ] } ], "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 observable_twiss(kn, ks):\n", " return twiss(error, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(error, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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(212.9162, 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(212.9162, dtype=torch.float64)\n", "tensor(12.4849, dtype=torch.float64)\n", "tensor(1.1068, dtype=torch.float64)\n", "tensor(0.3135, dtype=torch.float64)\n", "tensor(0.2637, dtype=torch.float64)\n", "tensor(0.2607, dtype=torch.float64)\n", "tensor(0.2605, dtype=torch.float64)\n", "tensor(0.2605, 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()\n", "\n", "l_knobs = knobs.clone()" ] }, { "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(0.0031, dtype=torch.float64)\n", "tensor(0.0106, 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(6.0590e-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": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 41, "id": "16f96c9a-14ac-4bbf-ad7a-916770201680", "metadata": {}, "outputs": [ { "data": { "image/png": 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jRpmvQqiqVuo3c6b2vBSl7AevVLKAYVWUamgwFyS93sjSCUlm4UwpXjHUw0IxC8d2g8v3SkroUZbv2Ru9KKUvv7QL3N6nTzf+/fjxFDd2dVEcqefhh7WYSm/GL0kNqRpXeBybOZO8LQEpStkRjj9KS4FFiyhG3LED+OyzyL/zeoG776YNCiZNAi69lDKXamuBP/6RBKt0o09u2LUr/e8psYa48MZzYZ5v5MscVopSNoUHowkTtMyfQGBoedtwgzOlZs8GnE4KquIZhHmbcEDLlBru5yzX0F9PvUiVDl55hSa548bRDnr77EPPf/opcM45xqsQe/dSYO90UgkRU1BAj1KUsg+chcIbu1oVpaT5r31hUUrceU+EJ+WiybNdCAZpUgIAs2bRo1VRSgql2YFFqeJierRj+R6gtXcxe1eEy8uBodleXi/w7LP0+3nzaJKTL2UhmSRV4wqPY7NmaaJUJuIlSXxwplRZGS1CHHEE/fzSS5F/Fw6TnUhtLXkFFRbSDrNTpgDl5eR/m270otTOnel/T0n88PyCRal8QYbcNkIMRsXBqLiYBqLdu4d/CV8gQJ/zzTeNsx5iBeW8Muh0khkoMHQFVJJd9EFVuoOsri7apaiuDvjZz0iYmj5dEz337DFeheAsqSlTALdbe76oiB6lKGUfeKXywAPp0WqGJadFixMIsa5flrZkB59PE3VyUZTinfdKSjTfH6uilBRKswMviHF7s+MOfKoaO1MKMPaV4vYzfz5NilWV/B3zya8kU6RiXOnr03ZQlJlS9kYUpQDNouKVVyK96pYs0XZkZeGqulqzHdm0Kf19jr58T4pS9kQs38snZHhjI8RgVBSlHnpIK+Ub7mbnfj99zpUrSUwAtHNhJShnUaqqShMS9AamkuzCQdXIkZE/p4t776V2MWkS7dQFUEfPZUH6FGvGbEValu/Zi2BQu8fnzKH7vqfHerDFE4i77qKMuLvukoJUttm6lSbNVVXa4oIenpTv3q1NCuwCl35Nnqxl3lgVpaRQmh148aqszDzTKNu0tNCk1eHQNuEwgkUpFjUAza9E/D+2NsgXv5JMwuf19tvpnN9zT3z3L5ucV1dTrMSZ/zJTyn7wohiLUvPnkzVEVxftBs5s20b3pMsFHHqo9vy3v03xaFcXtZN0wqKX00mPsnzPnnCFD1dm5AtSlLIRYjDKaZ8bNtDPs2dToJQPolRtLXDiicAnn5Ap9YYN1oNyFqUqK7WbWYpS9oJFqH33pcd0Blkff0zlCgBwxRUUDDBcwmcmShn5SQGyfM9uiCbn5eWaWMHXzwoej5YZ0dEhJ/7ZRizdUxTjvykvB8aMoe/ZFN0ucOnX5MlaZmU8nlIcC/zpT8DYscCdd0pBKt1wnOB2a+Xadivh4yypiROjr6AbZUqxX4m4CMSfOV/8SjINjyvt7RS7x3P/igvTgBSl7IxodA6QaPy1r9H3Ygnff/9LjwsWaF6DAAlEl19O3z//PMWt6YLnkJwRKkUp+6Gq2vyC44d8QYpSNsPjAU47jVZJ1q4FXnyRglH2ShnuohQHSd/4BqWWNzZSuZ7VVWIWpUaM0AQIKUrZCw6K99uPHtMVZAWDwG230fcnngjMnRv5+zlz6PHTT43/32jnPUCbDEivMnvAq5SFhRTccRAfzw58Xq+WpRkIyFKWbMMik5nJOWPXEj4xUyoRUQrQdkrq66M2LgWp9MKZUi6XJkrZzezcbEzSYyRKMaIoJa0N0ovXS+dYUWiSGc+4wuPX3r30f0ble9Jjzh7oM6UATZR66y1t3rZqFT0eeeTQ19h3X+DrX6fvf//79N2bfCy8KNvaKjfhsBvinFWW70myzpFH0iDmdlNWhscDVFTQ74a7KCWmLF5+OZ0H7pytBOWyfM/+sAjFmVKdnenJOnrkEZpUVFUBF1889Pc8KG/cODQAaG2lUglFGToxTnSSKUkPnCnFK4+c2WZVlOIszNmzyfx37lzpsZJtYpmcM3bagU/0hGQxgEWpxsbIMg4riEJpKCTbY7oJBqkU9OOPtRI3UZSygwAQy+ScYVGquVmbMAP0GVtbtZ9lbJQ+eFyZO5fGlXnz4htXePyqq6P/e+01+rmpiTIppMecfdBnSgE0dk2fTvfcq69S37JxI/Xnhx1m/DoXXkhVHlu2AI8/np5j5fK98eM1EU1mS9kLcT4ky/ckWefxx2nQcbm0LXvLy+l3w12UElPo//EPynxQFFottjKYS1HK3vT1aQP4lCmawJNqX6ldu7T2cuml2v0jwoOy369NghmxTEKfPivL9+wFi1IcEHKm1MaNsc3OxbLg8ePpuZkzpflvNlHV3MyUYk/I+nrNpH3yZGD1ahKl4ln51gulhx4q22O6CQQo1lizRtsFi0UpuwgA3M6jmZwD1BeOGkXfi75Sra2RfaLMlEoP4rjCi1/TplkfV3p7tT7k8svp/x5/nDZlCQaBv/xFeszZCaNMKUAzPH/xRS1L6oADSHgyoqJCW0BtaEhPFQGLUhUVtOkPIEUpu8FzC4cj0nIkH5CilM3weoEnnyRfpZNP1gYx9r3JF1HqP/+hzz1nDgXlixdbG8zb2uhRFKWCQWs7cUnSD4tPJSX0lY4dZVQV+MMfSGxasAA45hjjv1MUmvQBQ32lopVJyPI9e8GiFBtKT5pE10gM7M1g81+PRwvW+vqk+W82aW2lcU5RSBSOBt+fW7dmf/GB28y995LJfkkJjWMvv0zjeSwhgREntLxz38KFUihNN8GgtlX7c8+RkNjebh8BoLubsi0Aa22J7x2xhE8/zmb7nhmuiOMK77bGXoVWxhVeUBk9mmJZjwc47zzKfFu7lgSLbLdHiYZRplRDA91vikLx5b//Tc8fcUT0rMvFi4H996dM/DvuSP2x8hyyspL8CgEpStmNfPWTAqQoZSs4GD3uOAqOioq0QeyddyhIGu6ilN9Pn/Pf/6bPzTtUHHKItaCcJ5aiKKWqcnJpF3jlh007WZRK5YrQK68A771H159LQM0w85UyMzkHNFFKlu/ZA32mlNOpTdpilfCx+S+g9R38etL8Nztw1uKECbH9FGpqKAsyFLKH/4/HAxx1FI1h69bRxOOkk2g8t9pfiBNanuzIXdLSD2cNHXoocP75JI6uXQv89a/2EAA4S2rMGOPMXz1GvlJ6UUpmSqUHcVxh4Y/HFyvjit7knP/P7dYWWLPdHiUa3E+LmVIOB/Doo5qtQGMjPe7cGT3rUlEobnU6Kbsq3rLvWPAcsqJCilJ2hUWpfCvdA6QoZSs4GD3iCPqZA3KPBzj+eBqM8kGUUlXg9NPpc3MKenOztaDcKFMKkCuCdoGDYhajUr2jTFeXtrrk8WjpyWaY7cDHmVJGK9J8X8ryPXvAqfPibjbxmp37fNr1FHfzk2QeLt2L5ScFUABvpxI+gDYlURRKu3e5aLtvwLooJU5ouW1ztoUUStOHaHTu8ZDwwzGXHQQAq35SDItSYvmezJTKPNyuWJSyAi+KiaKU10v9ityMw34Yle/xfGXHDk2QcjqBxx6LLXJPmUIbXgG0A2sqY02j8r2dO1P3+pLk4eudbybngBSlbAUHoxy8iql73/oWGR7mgyhVVweceSb9XF1Njy0t9BgrKDfafQ+QwZdd4KA4XZlS995LbWDSJOCMM2L/PZfvbd9OghZAjxxEyPI9+6M3Oge0YJ6D+1iIEwYpSmUXzpSK5SfF2E2UevFFEjMKCmhC+sIL9Hy8mZWqqk12ZEZL+hH9LL1eWthSFIo9Hnggq4cGIPpCiREyU8oecLvq7bUeh+ozpfSm6cceK0t57YRR+R5A85Uf/IDi27VrqfzWatalx0PxcWMj8NBDqTnOYJDsCYDI8j0pStkLKUpJbIWRKMW778Wz2pJrqKoWJHHa4siR9MiiVCxYlKqs1EzSASlK2QV9plQqPaU+/hh49ln6/oorrBkEVlWRCApogSBPbuvqhhpXAjJTym7oy/eASFHKSrmT2K9y0CbJDvFkSgH22oHP6wVef53K9X72M5qAPPUUTSzibVe9vVqpjhQP0g+f47feogn/ZZcBRx9NCyh33JF9ASDRTKldu7QFFJkplXnEe9fKonJPj+aFOHNmpMfcggX0/OGHS485uyAuHhjFi+efT6XoZWUU71rNuiwuJkELoJ2kRXE5UTjOURQ6Hhal2EBfYg+kKCWxFUYmZyxKDedMKbFT5NI7zpRqbo79/z6fFviPGKGVUOhfW5I6xG3Q9RiZOabLUyoYBH7/e/r+hBNoRdEqel+paH5SgPSUsht6o3OAgsCiIrpG27fHfg1RlPL5tHIpSWYJBrVyo3gzpTZtyu6GFmI2Q20tlX95PMB3v0ui1JYt8b0er74DcvzKBIEAXac336QJ/5IlwNe+Rtdy/PjsCgB+v+aZZjVTasQImniqqiZyyEypzCOeYyuLyhx/1NZS3C96zPGcoL9feszZBTFe0GdKAdRnjBgRmfVmla9+lTzugkHgj39MfnwTS/cUheZXbje1IX0MHm9sL0kdvIggRSmJLYiWKdXVNXx3khPLoThTij2lrGRKcYfrcmmlPCxuyVKr9MDboOsHL7MttNPlKfWvf9Gkr6oK+N734vtfva9UtJ33AFm+Zzd4lVIMCB0O7fpZ8ZXiDEtGZktlh+3bKQAXd+aMxcSJ1M/39mbXsJUnjyym8Zjt8dAEMxCIbwLJ7RqQImkm4F16jzpKy2Y4/nh67O0ln8tsCQBbt9J7l5drY2YsFGVoCR+Pv5xBLkWp9CNmo+nHGSP0pXuixxwvvPAcQXrMZR/upx2OobuliVluK1bEn92mKMAPf0gx54cf0k6uySCanDc0UFmgkdm51wu88UZ8sb0kdfD9LUUpiS2IJkqpauQK6nBCHLw5w0n0lIolxvGAz14QgCZKyeArPfBqXX098OCDdI3EgVifqqzPlOLHnp7EvXx276b3BoBLLrG2M5GIKEqpqnVRSpbv2QMjTykgPrNz/Qq29JXKDuwnNXVq9F0zRZxOrdQvm75SPHlkbzruh4qLSZSqq4svu1JmSmWWYJCu0THHaM9NnkwZs6EQiaTZEgDEMcnqfQGQYAuQKBUOa4t7LPjK8r30E2+mlNHOewzPCeSiiX0Q/aTEe9MoDhbjZavCVG0tcM459P2ddyY3/2NRqrJSW1BubaXn2FeKj3vRIu1YGxpix/aS1CHL9yS2wkgldbu1AWm4lvBx5onbrXXuXIYXDsdeZRJ33mNY3JLBV/rg1bqf/5zKpswGrd5ebVWJxaiSEi3DJRFfKVUF/vAHajvz55MBaLxMn07tpKODsq243EuKUrlBOkQpGfRnB/aTslq6x9jJV0pcjQYit3WOp8+QolRm4RhB70XI2VJsWJ8NYi2UmCFmSrW1kbimKMCYMfS8bFfpJ9HyPSP7AM6UkuOTfeB+Wu8nJZZdiiRSdnn66SQwt7cD99+f+LGK5Xt8HOvXU9nyrl1DRSePBzj7bODqq2lMloJUZpDlexJbwaKU6JECDH9fKVGUYpxOTWSKVcLHHa4oSvGEQIpS6eWMMzTRSVWNBy0WnUpKIgWEZMzOX30VePddajOXXx7fKjJTUKD5dDz7LB1/dTUJomZ/D0hRyi4Yle8Bmij1xRexy5+kKGUPxEypeLDTDnz6TClFScyHTopSmYXPsV6UOuYYem7jxvh9wVJFvCbnDItSX36pja+jRmntUcZF6SceUaqrSyujMhKlRE8piT0wMzkXyy71xFt26XIBP/4xff/00yQkJYKYKcXHsXgxiVK33GIsOh15JPUTHR10HFKQSj+yfE9iK8xS97gjGa6iFAdI4soyEFnCFw2ZKZU9vF4ScxSF2q9RarLeT4pJ1Oy8q4t2RQIovXn8+Pj+X4RL+F58kR7NTM4BLTCUopQ9YAFJnyk1fjw95/Np5tlmyPI9e5BoppRdRKlwWBOTeBEJSCzDQRSlpKdU+mHxQFwUAyju+spX6HseHzJJOKzdF1ZNzhlRlGpspO9raqStQSYRY89YohRnSY0da2xDoPeUkmQfsXwvnRx4IG28wNUBifjbcfvjuSQAfOc7WtxuJDr94x+Ru8DK3R7Tjyzfk9gKDlz1pnnDPVPKTJRis/NYO/CJnlIMB19SlEofXi8ZJtbWAvPmASedZFwzz6KU3qg1UbPz++4jIXLSJMrUSgYWpViMiBb8y/I9e8ErlXpRSlGsm51LUSr7dHVpffyUKfH977RpdL1bWrTFiWzAmaJA5Mp5IhkOMlMqs5hlSgFaCd+KFZkXCHfupHZTWEjl8fEwZgz9XzAIfPQRPVdTIxfrMkk8mVI8TpktiklPKfthlimVDr7/fXqfzz8Hnnoq/v8Xy/eY1atpzAqFhopOXi/w739TbD93LnDuudndhTRfkOV7ElvBk129KMUrJ8NVlDIq3wOsZ0oZle/JFcH0wjXoZ5xBAxdA5Q5GZo6pzJT65BPgmWfo+yuuGNpm4qGhgV5PhINCo61vxfK94boTZi5h5CnF2xkb+UoZXVPuO5zOyNeUZA4u3autHSowxqKoSMuUzGa2FI/NxcWR4kYiQrYUpTILCzRGY8lXvkITudZW4P33M3tc7Cc1dWr8O145HJqQ9d579CgzpTKHqsYWpXisArRMKR639GOVLN+zH5nKlALIUuKCC+j7+++3tiu5iN7v0OulOLq2FthvPyop5LidY/ujj9Zi+9NPj9+oXRI/MlNKYivM6knzpXxPHxRazZQyKt+TmVLphc0cTz1Ve66ry9jMkUUnM1HKqqdUMAjcdht9f8IJtIKTDA4HrTqJRvozZphvfcv3pT7glGQeVdUEJDEo5J1leCt0DvbNrilPFtgAWK5EZx4uUYrXT4qxg9m53k+KSaR8j1fgAdnPZIJomVIul7aJRqZL+Fhkjbd0jxFL+ACZKZVJ9Fl1RqIUj1Veb+TOe0ZjlTQ6tx+ZzJQCqBJh9myKe+6+O77/FT2luH1dcAGJTqEQcPLJmui0ahV9f/DB2v/7/YkZtUviI589pQyGX0m2yXej80Q9pVhUEA2qpSiVXtiscfdu7TleOdLXprMopS/fizdT6l//IsPZqirge9+L52iN4eO89lq692bNAp5/nlYojXYaETMYfb7ksrQkyeH3a4G/mF3D1+wvfyGxuqBAC/z111RVtclCXR0ZzcpMqczDmVLx+kkx06cDr7xij0wpsTwCSL58T3pKpR+z3feY448HnniCyl16ejKTGQEkvvMeM3Fi5M81NcCOHfS9FDvTi/78GolSPBbdfz8tzNXWUlbb3/8+dKySnlL2I5OZUgCJlFdcAVx8MfDyy8D//R+wYIG1/xXL98TdAZ9+muZPra1aewuH6fsHHtD+n+do0uw8vZjNhfMBKUrZEDOVNF9EKf0kf+RIerQqSokmflKUygxi8MXZAnqseEqxWboZu3cDDz5I319yibEZaCJ4PLQy9NhjtArZ0WG+9a3TSceoqiRKZWqFTDIUccVYL+J7PHSNrrgC2LOHrukllwy9pj092qS/ro4epSiVeYZzplQimyPI8r3MEi1TCqD2NXkysHUr7fr69a+n/5hUNfGd9xjOlGJkplTm0J/f9nbjGMfjoYW2P/6R/sZIkAKkp5Qd4X46k3HgjBnAt75FIvkf/0jCkZXFUTFTStz9b+RIanfNzTT+iu1OjOd5jiZJL2YWPvmALN+zISxKSaNzgjOlrBqdi5lSMvjKDFZEKbNMKf65vz+yZEX0WgC0XUf8fro3eLU3VdxyCw3Oo0dH3/pW3OJdDtLZhdtLcbGxmHnuubSCqarUBxhdU149LC7WBG0pSmUWVaVJGZBcphRAxtDZmrTFypSS5Xv2xWz3PUZRNMPzTJXwtbRQXKMo8Zv/M3pRqrpaekplCn2GYyBgnuU0bhxdZ/ajMxqrpKeU/ch0+R5z3nkUa7/3Hu2Qp0fvRxYKaQKauHAPaBYpRgv/UpTKPNJTSmIbOPsCMBelYu3gkauYpSxyh9naal7H7PNpA7XoKcWvJUWp9CIGt+IKP9Pbq0309aJUYaHWtsUSPtFrAQBeew14913KuOro0EypU8XTT1OpQ2Vl7K1vebCQwWF2MTI5F/F6KdBXFOoDjK6puE2y9OzIHKLovGsX9eEFBTQ5MzKjj0VVFY0VqqqVAmaaWJlScvc9+xKrfA+gLdkVBfj4YxI/0w1nSU2cmNgEpaGBsrpEX6LqavqMjY3Af/+bksOUmCC2KY5FzeL3Bx+kvmvECPP4Q5bv2Y9Ml+8xpaXkc9fYCNx8M42hjJEfWVeXtjGPfnyKZpEijkNSlMoMrAHkY/meFKVshnjT52umlH6lcsQIrVzKbLtvzpJyuyPLeDjAlEF9ehFXBI1EKS7dKy01FhCMzM7ZULG+Hrj3XuD222kADofJSyqVde08iC9dStt+x9phJJHdtCSpx8jknOFrunAhMG8ecMQRxtdUFKW4bcpMqfQjis4sIk2eDPztb8Zm9FbgbKls+UpJT6ncJVb5HkCi50EH0fcvvZT+Y0rWT8rhoPtLXLBzu4F33qGxVO4em17E7DvOTjESpf7wBxI6x44lodAs/uB+JBiUMa1dyFamFAAsX047g+7cCVx4Id3PYiwrxsg8NpWWDl3QjWaRIkWpzJPPmVLSU8pmiEGrmaeUWXlUrmNWvudwUKfZ0kJfnDklIu68J5bxsMAlO9P0Eqt8j8Um/c57zOjRNJHUm53zoHrDDfS7wkLgd79LnyDFr8uP9fWRPzOyfM8ecECoFzrFa9rcTNseH3wwfemvqRSlsoN4j7GY1N5uHFBbZcYM4O23s+crlapMKVWV5XuZJlb5HnP88ZSx+9JL5MsSzQMxWZIVpfge+uUvabGOd5V9800y1D7wwNQcp8QYMVOqslLL8hbxesnkvLYWOPFEEg3M4g9xwbWvL3WempLEyVamFEB9z333UZ/05psU35SVGY+fop+UHqvle3IRNjNITymJbeCg1e0eulIs+p0MxyDVzOgc0DpNM18pHujF0j3xtYbj+bITsUQpMz8pRjQ71+PxUACmqhS4nXdecseqR9yFRP++Zlvfykwpe8BldnpRSrymYkme0TWVolT24OuxYgWwdi3wySeJC1JA+jKl9P52ImKpYaoypfz+yD5Vjl/px0qmVEMDGZ2XlFCm0bp12u8SKTmNRbIm5wDdS0cfTce7YgUJHUcdRWOpbFfpRWxTZplS4TBdi9paYNEi7Xmjscrl0tqnLOGzB9nMlAKA8eOBSy8lgaqlxdyPTNx5T0+08j3pKZV5ZPmexDaYmZwDpMTzqtxwLOGLJkpxp9naavy/YqaUiDQ6zwypyJQCjEUpr5dEAkWhTjqa11MiLFliPgn2eCJ3KWGkp5Q94IBQv0opXlO9T5T+mkpPqezi8dDES1Vp3EsmC5In75s3p3bCrfe3Y/TeHanKlNKXQEvxIP2Y2QeIOBxUXsrXlw3PjTxckqWnh3abBTSxNVGuuYbaYFUVxURHH03Py7govVgp3zvpJOr/FAU47LDI3xnFH3IHPvsQDke3EMgUX35J4yeXdRrFyNEypczK91RVilLZQJbvSWxDNFHK4SA1vquLOhjuSIYLZuV7QOxMKaOd98TXksFXeonlKRUrU8rIUwqgwfW++0iUrKsDzjrLvKQuk8jyPXvAAaFY1qAnltAkM6Wyi9dLgTQvuHi9id/bdXV0DXt7ge3bE9+xTI9ROY1R2S8H8MlmSun7UOkplV54QgdEz5Ti63zHHXStX3uNYpO//S25DD8jOEtq9Ojky7TefBOYPZs+WzAIrF5Nz0uxM73oy/eAoaIUX4s5c4ytKfQUFVH/IBfEso9YYp2tTCmvlzYzqK0F9t8f+PrXjWNkMc7RI2ZKqao2FuszdmW8mxnyuXxPilI2I1ZjrKzURKnhhtnue0D09FJAE6X0Ha40Os8M4qSpt5dWkMRVYxabYolSYqYUT/qOPZaC/3HjgPPPp1XHbAtTsnzPHlhZpZSilH3he3zKFOr3jz02uXtbUSirZN068uNJlSglHs+f/kSZJ+PHA5dcYmwmm6pMqaIi+p9gMHKyIEktnKkHRBelALreqgpcdRWwZw/tenXFFakfi5L1k2L04qnXC9x6KwkmcrEuvVgp32NR6vDDrb1mIpsmSNIDi1KFhbH7jXQg3tuPPEKL9meeSb8z8840Kt/jBIdgkOaX/Df6xREpSmUGWb4nsQ08cTITpYbzDnzR0ucTzZSSRueZQS/66Qczq55STU3a5IB9gebMoZ95ghnN6ylTSFHKHpgZnYvEEqW476iqkqJUJhED6ro6eu7002PvfBmLdO7A5/FQcN/TQ32cKESIpQ6pypQSy9Gz2d8Nd8Txy8rk8txzaSKnqnRN07E4wu03mdI9s008jj+ePKY+/DDpw5REwUiU4vEGoPv8gw/oe6uilCwxtw/ZNDkHtBj54ospJlVVEsqNYmQzv0OA5km8kCIu/OutOOQ8Kv2Ew1q/kY/le2kTpdasWYMFCxYMeX7z5s24+eab8dhjj+Hmm29Gu9hDS2JmSnHHMRxFqVRkSkmj8+ygP7/6wSyWpxRfX79fa9vsC7RlC/08dar292ZeT5lCilL2gMWjaKIU/85KphQH/HLL7fQjmtGLizHJis7pFKW8Xlo8URTqq0ThrK9PyxhNJFNKNFPXi1KNjcADDyR79MMbq2b0Roj3eqzd9/j1HA5qB4FA6n0OgdRkSplt4rF4sTQ6zwSipxTfy2Km1FtvUZ8xeTJlXlpBilL2Idsm5xwjKwrdz4DmQ6ePkaN5SgHGcywpSmUecU6Rj6JUWhIOH3vsMUydOhVr1qwZ8rvTTjsN77//PgASqC688EI8+uij6TiMnISDVrPGyB3KcBSlomVKmRnxMbFEKZmmnl6iZUr19mrigVmmlNtNWW5tbZRVJQ6cmzfToyhKZRspStmDVJfvid5Uvb3Gq4p2oKGBJsVGGRpeL01GsynaWoGPT1W1a8PnP5nME1GUSmXJG2ed7LMP3fc1NZElEhzAFxQMHb+tiFJspg5o41hlJQlSjY2p+QzDGfH8ie1HzBYyQ4wPYmVK8esdfzxluZSXp76cPBAAtm2j75MRpcz6ALebJrGzZiX+2pLYxPKUird0D5Dle3Yi25lSInV11GeYjRXRMqUAqkbZsiVyjiXL9zKPFKXSwKmnnmr4/GaeXQ4wdepUrFy5Mh2HkLPwQGNm3Ducy/es7L7X1kYrS05n5O/Ndt+TolRm0BvxiissnCVVVhbdkHr0aLqOTU1aIB4O0xbcgBSlJENJ1ug8FNICr8pKmjy43dRf2FmUSmYCbjf8fq1kN9p1tMqUKXQdu7pI4B4zJvnXFM/rm28CGzZQHyWayh56KD0amVJbmUiKZuqzZ9P3mzbRJKO2lkobJeZYNaM3ghdVnM7oIqb4epMnkyg1aRKwcGFqhamtW6lvKi83X8hJBrkrcWaI5inl8wFvv03fL1pk/TWlKGUfsp0pJcKZUmaiVDSjc8B44V9mSmUecR6cjx6SGbVmW7lyJUbqtowbOXIk1qxZg/nz52fyUGxLrK0g80GUMirfq6qiiVg4TMIFi1QATWi4w5WiVHaIlinFflJmpXvM6NE02RPNznftonuisBAYOzY1x5oKuI1KUSq7cFBoJVPKyCeqq0sTRFhMKCmh/sTOvlLiBLy9nTwlHnnE2gTcboiTq1TsNuNykVCwaRNlS6VClBLLoHgdratLO8/hsLmfFGB9Ismv97vfkTjPu46OGSNLrazA5+8PfwB++lNqB5ddFvt+sLLzHhDZDtgLSN8OUgGX7k2fnp6JibQ1yAxi+Z5Y5aCqwPvvU38wenR82XCyfM8+2C1TCtDK9/TEEqWMyvdkplTmiVUtNdzJqChl5h/V2tpq+LzP54NPmPV1DkclRoc0OjcWpRSF0kubmsjsXBSl+vs1cUAvSskVwcwQzVMqlsk5w78XRSlOrpw0KXI3v2zD96cUpbKLFU+paEE8B2rl5Vr2JYtSdg/6PR4S6H/1K+D3v6cMoVwTpADtPBcWpu4enzGDRKmNG4GvfjX51xPLoPh4uY/j8/3aa/RolCnFbdBKdoPHQ6KUqtJkduxY6XEWDx4PcP31NIHq6bF2P1gVpcR2wLGYvh2kglTtvGeGjIsyg1i+x+0lHKbJvli6F4/wKDOl7AOLNnbPlFJVa+V7gMyUyjaxElOGO7aY5pmJVcuXL0dlZeXg14QJEzJ7YFkgltE5dyj6bWWHA9FEKcC40wQ0P6nCwqHnjV9LBl/pJVqmFJfvxRKlOJPKSJSyU+keIMv37EI8opTfP7TM1Gj1MJdWoufNowlNXx9NfHJNkAJiL8QkAvtK8eQ+lXCb0wfs0TKluL8IBGJn04hm6opCuykBQ9uuxBivl8ajeEzIo/lZmiFuOsPZlqki3aKUzJTKDGKmlNutjVOtrVQGDMTnJwXk1vg03LFT+V60TKmeHm3cMROljMr3OI5n0VSKUumHz7EUpTJAVVXVkKyo1tZWVOnTWwZYtmwZOjo6Br+2b9+egaPMLrFS94ZzplQ0TylAE6WamyOfZ1GqsnLoihOvCMrgK71E85SyminFohSLWIB9RSlZvmcP4jE6B4auLhuJUjxxsHP5HvOvf9GEmLcRTscuYOkmlo9iIvBkPtU78Imm7HpRisfkaJ5SQPQMB/YsmjOHBMfFi6mEubFRjmFW4PO3//50/g48kH6OdV9YzZQS4escDKZ2HFBVyvIDZKZUrsPnl7NweZx54w0ae8rLgblz43vNeLIuJenFjplSbW1D+yMemwoLzRf9o+2+x4KVjHfTj8yUyiDHHnus4fMHHXSQ4fOFhYWoqKiI+BruWDU61wfEw4FYq5XcaeqrPc123hNfSyr86SVa+R6LTLE8pVi0EkWpLVvoccqU5I4v1chMqeyjqtYypVwubVKgX13OZVHK6wVWrKBg9IADqHTPygTcbqQjU2raNHrcuze1CziiKbvfH3n/c59nJEoVFGgLJmYZDqKJNh//SSdR6XJjIwmQEnPE88dG8fvsY+2+EMusrFJUpP19KtvYzp0UBxYUAOPHp+51RWSmVGYQM6UAbZx57jl6POywoZv2xIL7SZkplX2seFpmirIyLXbRl/Bx/2TmJwVEVqLwGKcXpeQ8Kv3ku6dU2kUpsTRvqi7dYfPmzTjooINMM6XykVgNUtzBI9Up49kmmtE5EDtTasSIof8jg6/MkMryvaYmats+HwXogP0ypaSnVPbp79f6wGiilKJovx8uohRPwPfZh0SpYBA488zcFKbSkSlVWqqVM3DWSSrQtwmxn4vm2aEosYVs0URbNNCdMkW7xhJzxPPHsQR7Si1dGr1sMpFMKUXRBEi9IXAycOne1KnxCxZWkRnkmUHfrnic2bWLHuMt3QOkp5SdsJPRuaJoY55elIplcg5ECk8stvHn47mXFKXST6x58HAnLUbnK1euxIoVKwCQL9TChQtx6qmnAgAeffRRXH311Vi4cCHeffddPProo+k4hJyFBxqzVWMxZby/P7WBfLaJVb5nlF4KRJbv6ZFp6pmBg6/yclpdMRKlYmVKjRpFA2swSCnILE5VVhoLjtlElu9lHxYIxAm/GcXF1C77+oCGBjLU9niGBmteL/DJJ/S9nVeieQL++uvaamZfX+p3AcsEfJ5TPZZNn07+Ghs3UhlXKtCLUp2dWsAeLVMKoDG9v998MimaaItlqS4XiVInn5zwYecF4vkTRSnA+u578XhKASRAtrWlNlMq3X5SgFysyxR8fj/4gMYWMUYtLAQWLqTnw+HI9hsNKUrZBzt5SgEkSm3aNNRXiuOcaMVGhYX0Obq7aY7F3wNSlMoksXylhztpEaWOPfZYHHvssbjpppuG/G7q1KmDz7NQJdGIJUpxyngwSIHQcBKlrBqdx5MpJY3OMwN7SlVV0eSMJ2g9PdoEK1amlNNJ17i5mcpuuHRv6tT0bIudDCyCyEE6e4ile7HaB/eTvb0kSNXX08+iKMXZR1wyY+dMKZ7AiGs6fX0kiOSa2Xk6yvcAmtSvWpVaXyl9mxDLlGPtblRcTGOVFbGTJzslJTKrJRH0olQsEinfA7TJaCrtFLi9sll/OpCLdZlBbFf19cDEidrvFi4EHnlEKzm1ijQ6tw92ypQCzHfgs1K+B1D8zaLUpElavyZFqcyR755SaRGlJIkTSyVVFOpYWlqooxkzJnPHlm6slu+ZZUoZVYHKgD4zsCg1YgSwfbs2mHGWVHm5tUnn6NEkSjU12ddPCtAGDLlamT3i8XMQA3kWberrtf997z3g/fdpchAMAg89ZG9RCqDjEzMS7X68ZqQzUwpI7Q58+omgeP6tZEoBsbMrVTVyBV6OYfETryiVTKYUkLpMKVXNfKaUqtpv0We4wO3qsMNorLnxRjrftbUUO7AgFc9CghSl7IOdjM4B8x34rGRKATTH2rZNm2NJT6nMw/FBvpbvZdToXBKbWJlSwPDdgS+W0TmLUu3tkQG6NDrPPnw9+BrwYGZ15z2GS/z27rXvznuANDq3AxyUR/OTYvSBPPvMfPABsHYt8Mor2uQgFzylAGDPnsifc3WSki5Riif1X36ZuvtUf47FMThWppRVIdvv18ovS0o0XyEpSlmHx3ur93AinlKAJkCmKlOqtZXiGUVJ77jHn5N37pSkB1Hs9HhoN83GRhpz3n47fkEKkOV7dsJu5XucKaUXpWKNTYy48M8WMeLzch6VfvI9U0qKUjbDiijFgdBwFaXMFOLKSi2YEnfga2ujx2iilAzo04telOrupoDXqsk5w3+XK6KUHKSzh1jiFAuj1eVzztF2Uysu1iYHubISrRel7C6imZEOo3OAAunKSpp0c9ZlskQr34uVKWW1XfHqu6JE7vDG2aiS2HC/3NdnTXRJVJRK9W7IXLo3cWJ6JyXiwp+MjdKHviz0wgvpvq6ooOubSKk19yNSlMoufr92fe0mSiVTvgeQKCVmAbM1ilyETT/57iklRSmbYWU7SO5YhpMopaqxU+gVRUsjFUv4ODU1miglvRPSi16UUlWaECSaKbVxoyY2Tp6cqqNMHTJTKvuInlKxMBIEbr2V2q3TSf0E71gnM6UyS7o8pRRFy5ZKla+U/hyzGOHzaUKI2Wq01QwH0eRcUWT5XiKIiwVW7uNYWdpmpHqBkEv30uknBUSKbzI2Sh96sfPdd4GZM2mhLRhMbJdU7kdytb8fLvCimKLYx9uXRamursh+z8rue4CxKFVSon0+uQibfmT5nsRW5Gv5ntjZRQsMeQc+NjtXVeuZUrx9vCT18Cp+SYl2zru6rO+8x7B49dFH9FhXZ58BX0TMlJLtKjuIk/dY6EUprxd48EEK4i64ADjvPPL38HpzV5Sy+/Gaka5MKUCb3KdKlDLLlOJHh8P8c1gVsvUZgFKUih8xnrDiK2WX8r1M+EkBWkkoINtVOhEzpXgjjUsu0crFecyJB1HclrFH9hBFG7t4spWUaPNDsYQvHk8pgEQpMfOXBRIpSqWffC/fk0bnNsNK6t5wFKXE1bpoCrHe7LyvT/vfaKIUQMFXvCuhEmuIQX15OZVXJiJK8d/x69mxdA+IHDD8/vwdQLJJIuV7vb3a5GDqVGqjBxwAnHEG/b6+Hjj6aO1v7cxwy5QaDqJURYX5BMVq+Z7ep0R6SsWHqkbGE1ZEqUR330t1LJYpUYoz8IJBmSmVTnix7o03gI8/jvSQEjfcEH+OBfcjqipjj2xiNz8ppq6O+qPGRmDaNHoumfI9KUplFlm+J7ENwaAWeOabKMWdnaJEruLp4U6TM6XY5Lyw0PicyTT1zKAXpQAa1OL1lNKLV7kgSskSvuyQqNF5OAyce67mNXPggfTI5ufcZ9hd5GFRKtfLOaxkByeKKEqlwtCZz7E+QyaWnxRgvXzPLFNKekpZQz/OWxGX7ZAp1dOjZTeku3wPyC2/zYYG84wir5d+b0e4LSqKsak5jznx9E1iP5mrff5wgEUbK5namUS/A5+qJpcpVVamiVKBgMzOSzeyfE9iG8TJrRVRijua4YDo6RAtFZbL99jonEUpNuLTI2ZGSVEqfXBg63RqK0ddXZqnlNVMqREjIkVJu4pSDoc2gZGiVHbgyXu85XtLlgCHHkr/X1oamZXg8QBnnUXf50qmFHuu5eoEJZ2ZUhMmkIDs8wE7dyb/enysY8bQIy8MWdndiMd0q+V73K5l+V586Ffz4ynfizeTOpVG55s20ePo0bEnj6mA21UuxEUOh3GpG2e9Omw6k+F2dfzx5plQHg+NSVZxOLQJqzQ7zx4sStktU0q/A5/Pp93jVkWp/n4tdhczpYDc6C9yGVm+J7ENPMCI5qZGpHrHFzsQa+c9xixTyqh0D6AB3OGglSgZ1KcPXsUXRanGRm0SZyVTqqGBrlV1tTbhnjKFHr1euobxBG/ppqCA2pQUpbIDi0ZWxAx96dQHH9DjvHlDJzSip5Sq2scvQiQY1EqYJ08G1q/PfVEqHZlSDgcJ2599RqVREyYk93rc5kaPpuwrnpjEkykV6zrpvdKkKBUfiYhSiZbvpTJTKlMm50wuZUqJpW7BIJVbP/YY/WyUgWQXEjXQj0VREbVzKUplD7uLUrwDHy+YuFyxY6WiIop/enuBrVvpOTFTCqB4N1+zeDJBvotSNl1fyE9Ew9doE6HhXL4Xa/DmTCmekMUSpcTXlAp/+jAq3+Nt2MvLrXWwvBrK19btBsaPt+9qqNXMB0l8WC3VSMbo/MMP6fGAA4b+LYtS4bB9PRSamkgwKyjQ0vXtntllRjozpYDU7sCnz5RiMSKeTCmr5XvcrqWnVHxkMlOKx7re3uSvT6b8pJhcypQCtFK3a68lIf6vf7W3IAUkXhYaC+4r+/tzt7Qx17Grp5RelBJ33rOywMYL/9u20WN5OY1B/L92jYmGC1KUktgGq42RzeqGU/meVVFKnykVbec9RopS6UcMvniQ5nIEq35SHHRu2kQD6qRJwMMP23c11OpuWpL4sFqqkYjReV8ftdV16+hn9pMSyQXPDs4kHD1a+/x2PdZYpFuU4swTnvQng5gpBZAoparp8ZTSZ0pJTylrZDJTSpyQcuZEorBoKjOlzDnrLLp/AgG6znaLCfQkKnbGQsy6zNXSxlwnHvuATCJ6SsXjJ8XwHEvMlFIUaXaeKfj85qsoJcv3bITVMgbRSDocHh6DDt+IVsv3OjspMOEON5oolWsrgrkIT5jETCke1Kz6SQEUZL76KvDkk8Brr1GgbkdBCtDaqhSlUot+V6JTTzUu1WCBwIooJQo3n39Oj+Xl2u40Ig6H5kPU2xu9b8kWLEqNGRNZbpiLiBnC6UDMlEq2HJPPMWdKhcPUltKRKaU3Os8l8SCbJCJKieNXPDgcNGnr7qY2kGhfEQho46XMlDLnvvu0e5h3UrVjbMDwuY22eU8iiIss+vHylFOAxx+372LecMGu5Xs8NvX10WKJ1Z33GNFXCtDieY6JrIhSbMVh1PbsaMVhJ/i856soNQzkjOGD1a0gOfBV1eRX5+yCVU+p8nItmGpttZYpJe4cIUkPotE5D2I8eFnNlGKuvx4YOZIGR5fLvkGVzJRKH5w1d+utVML5hz8MDbATLd9jP6kDDjAXKOwu9IiilL40MZdQ1fRnSk2ZQte5vV3bICNR+FirqrRxpbMzM5lSUpSyhn7SZOUeTsb7JxW+Ulu3kjBWXh7fIk4y5FqmlNdLX7W15AW4YIFxhpCdSHemFPclPF7ecgv55v3xj1KQSjd2zZQqLKT4GaBsqUQzpRju3+LJlJLZe4kjy/cktsGqQupyaZOm4eIrZVWUUhTNV6q5Ofbue4AM6jOBuNKsXzmKN8h+5RVg4kQaDINB+wad0lMqvXg81CeqKj3qA+xEjc6j+UkxuSRK2f1YoxEIaNuhp8PoHKDxdOJE+j5ZXylRQBPFiFRmSunFVukpFR/JeEol4v2Tio1nxNK9TG2skEuZUjyZ/cY3NM+ciRNJeLGzMJVuTylxISLWeClJLZwQYDdRCogs4bMyNonoRSmO5+MRpVgkra8H7r4beOkl4IEHZPaeFfK9fE+KUjYinjKG4WZ2btVTCtA6zZYWTZSKlprKrylrodOHkacUE0+mFAefS5cCK1bYO+iU5XvpxeslsVNRaOKkbwOJZEp1dwMffUTfG/lJMXb3aeLtmnM9U0oUaNIlSgGp85USS0ZFUYoFiWilHNJTKjMk4ymVTKZUMrFYpnfeA3IrUyocpljg2GO157Zv1ya/LGzbjUxlSgE0PgYCNF7aeTFvuGDX8j0g0uw80fI9JhFRCtDuzdtuo90y//QnKUhZId8zpaSnlI2Ip5a0vDyyw8l14gkK482UyqXgK1cx2n2PsZopJQpSPHDp/RLsNKDxfSrFztTDbWH+fLrPR42KbAPs5QPEZ3QeDNJXVRXt4BTr7+0q9PDOOrkuSvExFxSk3ndFZMYM4OWXk8uU0pcapitTSpbvJUcymVKJtMFUlO9leuc9ILcypdh/5rXXtOd27qR70k4xgZ5EDfRjoe9LeLzcZx96bswYe8ZMw4lcEaX4OBMVpRIp32M8HuBXv6L71O73qh3gLEcgf0UpmSllI7gxWlkx5g5muIhSVo3Ogcgd+FiUkrvvZRcjTynGaqYUr4bqBy67robyoCG3ZU4toji533703KxZkVlzogATjyjFRPOTEl/TjiVxqjr8MqXSmSUFpCZTKhDQspXMMqVS6Skljc4TIxlRKpGMlmSz1lVV26k2G6JULrUrUfjz+YCmpuwdixUyUb4njpe80LLffvbOMrczVmM57lfsKEpx+V5jY3Y8pRgx211m78UmFKLxALA2Fx6OyEwpGxFPgC7L94Avv9QGfSvle1KUSh9Gu+8xVkWpaLtx2HGFRTQ6Z2NHIPJYxYBRYg1RnPzFL+g5cZehcFgTi1wua32G203XiIXNaH5SgL1FqY4O6i8Vhe4tHgP6+pLfXS7TpNvknGFRatcumkwk4gMitgUxU6qtTftdOjKlpKdUfHAsUVxM7Sseo/NExANxN+RE2LmTjrOggEyqM0UuxkX6c7x9e+aM4RMhXeV7oijlcmnj5SuvaM+L46XEOlZjObsanQNaptTu3dq4k2z5XryVAXy+Zs6k+cGMGTJ7LxaiFUi6F+rsihSlbITV3feA4SdKWTU6B7TyPV5dLC6OnuqYi8FXrmHmKVVePnzTUMVBmgOV+nqaBB17LPDmm9LYMRFEcZLbFQeAfB63baPH4uLoIoy4NXFJiTapOfDA6FsT21mU4tI93p2SJyiqSmNILgUzLEql+5grK0nAa2qicWPu3Phfg4+1sJDaFIsRu3drf2PFU4pLSI0EELFEUHpKJQZPmkaMoHNp90wpLimdOjW9Jax6cj1TCgB27KBd+OxKJsr3fvAD7Xlu69yHyLgjfkTLiF27gMsuA554IjKWU9XcyZRiaxOrmVIlJdS++vtprOM+MZ5MKVHAW7WK+rivfAU4/HApTEWDNQBFSX2fkSvk6ce2J/mcKRWPKMVKPk/OopXuAbnlnZCrBIM0OXvqKeDyy7WsFF7FjCYA5CpiphSgDbLXXENf++wDXHyxHHyTgSdMenHI6iqluOpZXEyi1MiRwKuvkmBllsFm55I4sXQPiBwv+vpyU5RKd6YUQCu1TU0UICcjSvGxsii1cyc9lpVF3+pavC4+n3HQydlugPSUShRRlOLMuFgkIx7wpDRRT6lsmJwDublYx+dYUeg+2b49u8cTi0wanQPaOBkrG1MSHY+H+o6bbgLuvReYNClycdGon7YTo0fTPeL3a/GCFVGKF/FGjaJxTRTcPvuMYnwropSY7b5iBT0XDALnnaf9XjIUnksUFORWxnsqkaKUjUhElOJ64VwnnvI9zpRiYolS0ug8/QSD1Ik+9hhdn7IyEkxHjx6+JWyipxTj8QA/+QkFLOGwFKSShe9ZvTgk7oIWDXHVMxDQ+gIWpMyuj50zpfbsoUcWpRQlslQp2qYPdiOTotT06ZS9mKjZub7N6UWpaH5SALU9nkz39xtPZlhAEctSpSgVH6IoxT+bZaYxYvl5vCS7QJgNk3MgN9sVZ7pOngxs2UKZUnaGBb9UZ8AZLZqIWZZSlEqeQw+l/ppLJMVYgduhy2VP7x+XizKD9+7VxDMr5Xu8iMdjD49pXi+wdi3FvFZEKXHxmYUW7mdkTGxOPNVSwxVpdG4j4nHd50AomR1f7EQ8u+/pa56tilK5tCKYa4RCVMd+xhk0qLEB6datw7eEzajG3uvVBLpAQBo7Jgvfs3pxyKooBWhG+Vu2UGC1cWPs9mhnUYozREUvFTtndkWDx7xMiVJA4mbn3Bb4WHkMbmmJ/NkMFg8B80mjmAHIK6XSUyo+uD8W44JY2VLxxB96kt19j0VSmSkVGxYDZs+mRztnSoXDmiCQiUwpn097v1wbB+zIf/6j7RqnN+m28857DPtKATSWWDlWjpU2bqQ4o7xcW1Q++GB6TdH3yArcRmX5eWz43A5XyxMrSFHKRuRz+V48u++Vlkb+nRSlsg9PmL77XRrUtm0jAeDDD4enIAUMLd/zeoEHHqAMlnnzgMWL5e43ycKBjJguD8RvMurxkM9CZSVl8sVqj3YWpTgdXww6+XhzbTKS6UwpgITyRAQePlY+1/ogP1amFGCcXSmi33kPkJ5S8SIanfP5jnUfJ7NLWjILhC0tZJSvKMC0afH/fzLkcqbUnDn0uHu3fY9fPK507r7HiG1cZkolh9cLvPACjbFf+crQnQxzQZRiXymA+iir5WAeD7BoEYlSzzyjLSofdhj9Pp7d94ChmVISc8TyvXxFilI2Ip7UPU7FzMfyPUWJzJaSolR2UdXI8gePhyYDqkqTq+EoSAGRohSvJp15piYWHHOM3JY5WcR7VgzA9QJBLLxeEg2mT6d2Get62DnzSF++B2jHa0cRLRrxLMQkS20tiZjBIAlT8WJWvsdY8eyItQOfkdiai+JBNhEXuHjSmIlMqc7OSOHcCpwlNXFi5lfHczEuYuFv4kTq81SVvH/siHi/pitTykyUsuO4lStwLHfMMTRm9PZqGUQcy9nZ5JwRF62smpwz3/wmzbOcTi2mj8fonFFV7e9zqZ/JFjJTSopStiKenYjEQGg4EI/RORDpKxXLQ0UanacX0bTQ5aJBu7aWAseysuEryHBb9fk0Y8dvflP7vd+vBTPS2DExxMBeDLqNMkrMED3NVqywJhTaOVOKRanhUL6XyUwpRdGypRLxldIfqz7Qt5IpFes6cXuTolTiiKIU38exRCk+t4l4//DEVFXj7y+yVboH5Ga74gyV8nJg/Hj63q6+UmK8ma5MKVHcFtueWMoniQ+O5Y48kn4OBOgeEWO5eDO1s4GYKWXFT0qkpQUYOxYYN04rXTSyq4iFWOonM31jIz2lpNG5rYinQXJA3N8faeCbq8RTvgdEZkrF6nD5NaUolR7EoPaf/wT+/nfge9+jQZwFAWD4ZUzxferzacaO27Zpv+c2Pdw+dyYxE6WsekqJghRfB9H8XPxZxK6iVH+/thAhroTmuiiVqSBsxgzNV2zx4vj+Vy9K6VfJraxG60t+9fCkW5zsSE+p+BBjCT6PVkWpROKowkL68vno3oxnopqtnfeA3NsARlW1TKnyclr02rgR+PJLrbTITvB5dThSv5OWUcalfqzq78+M2D/c4Fju8ce15/r6qM1xrPDkk/Ro50wpffmeVbxeiuGvuioyhp81i34fjyglts9c6WeyiSzfk6KUrYjH6LysTNvJp7NzqPl3rhFv+nwimVKyU0wPvALS2Ag8/DBt+xqPAJCrGE0wRVEg3tp7yVBEIdlIlIo1ARS3Jhbhn80y2OwqSnGWVGlppCCXq55SmTQ6B5LLlIpVvmclUypW+V60TCm50myNREQp7mcSzWgpL6dxgEVFq2Rr5z0g9zLI+/q0/rqszP6ZUskInbGQolT6EecLLEoxds6UamggIVRcdOGFe6+X7iFxdzyRaIt4N99MY1CimVJy/hUbWb4nRamMwx2G0eT8s8/II8rKQKIopH53dAwvUSqWQsznz8hTyqzD5aBAigTpgQcbVaVzH68AkKuI5XuMGBjK9pY84kRcFFyslu+ZBV9AdIHUrplHRn5SQO56SmWyfA/QJv9ffEH9VTwZDHpRyumk7/l5K6vRsdpVNKNzGdRbw6h8z6rReaICQkUF0Nwcn51CT4/mhyQzpWLDgp/LRZO2CRPoZ7vuwJes0BkN7kfYOsDhGNqnSLPz5DDL0gaMM1rtgsNBwlI4TGNUKESilCg4mRFtEW/NGjJ/j2f3PZkpFR9SlJKiVMbhDgOIvPG9XmDzZsoAstogy8s1USrXsWp0zudv4ULtuaqq6B1urgVfuQaf17FjzUWA4ZQhxRhlSul9HSTJIa7ii9kO8Rqdx4uYeRSveJFOWJQSS/cA+4posch0+d7EiTRJ7O2lzE6xxCEWRgJaebl2z8eTKWXWN0ij8+QxMjqPlcGUrIDA7xPPDnybNtFjTU38ni+pINcypcQdzxQldzKl0ilKATTxF8VxJtfGArthRZSyY/meWJ3Q309jzocfAuvXx94JO9oi3vHHU+m7zJRKH1KUkqJUxuEO4f77gdWrgUMPJTW7vp4mGtXV1gP0ykoakPNJlOLzd/vtNDDU1tK2pQ89ZN7h5uIuM7lEMiaxuYzRBFNmSqWWVBidJwK/rqraqwzCyOQcsG+5YSwynSnlcgFTplDZ1MaN8YlSRj5m5eXaNYnHUyqe8j3pKRUfiWRKibvHJgJf+3hiMS4hzUbpHpB7i3V6IYBFqdZWur7pGgsSJZ2ZUgUFmn0Hi1L6ElUpSiVHropSgDYPuvZaOtbWVuDKK5NbHE5k9z2ZKRUffG7zWZSSu+9lAY8HOOMM4NFHqaOoryeFmn2SrIpSiQRCdiWe3fc8HuCcc2il+5NPogtSgBSl0k2yAX2uYlS+Jz2lUove14GxanSeKIWFWnaUnYSeWOV7uTYRybSnFBBZwhcPZplSRt+bEes6GZWFSE+p+EjGUyrR8j2+9vFkSmXT5BzIvUwp0eQcoGvLfqJ2zJbi+zUdnlKKok1cuS+R5XupxSz2ALT+xK6iFEDzofHjaV45alTy1QqJiFIyUyo+4vGVHq5IUSpLnHOOttLhdJJIxVhtkMNJlIp3970f/hCYPFkrx4jW4ebaimCukc40dTsTq3xPilLJk6zReaIoij2FHjNRKleNzjOdKQVoIgCLAlaJJUpZyZRKxuhcjl/WiFeUCoc1v8NkM6XiEaVkplR8GGWn2NlXKp2ZUoDWD3FfIsv3Uou4CKA/t3Y2Ome8XopRJ02ieabXm9zrJZspJRdVYiPL96QolTUefVTzKvH7NZ8pIL8zpayuKnm95CU1YgQFVdE6XA4KpEiQHvK1fI8HjlBIG3ClKJU6wmHqIxlxYpnu8j3Anubhw9XoPFOeUkDimVJidl5DA405RplSXi/93ggjIVtEGp0nj5EoFe2+EM9rsplSVmOxYBDYupW+l5lS1tBnSgH29pVK92KdXuA22n1PkjhmC2KA/cv3RI/dFSvosb4+OWEq2UypXOlnsoks35OiVFbweqnkrK4OmDePsqQeeojK0dxuMvO2AotSHR3pO9ZMEU+mVLwdbq6tCOYa+Z4pBWiDrxSlUof+fhVXftNtdC6+tl2EnlCIdvgCZPleMkydSotBzc1Ae7v1/xNFKd5w45NP6LmiIur/eGwyG8Ot7r4nTnakp1R8GIlS0YzOxfOa6MJKvOV7W7bQ+5aXD72XM0WuxUV8bnMtUyod5XvA0L5EilKpJZqnlJ0zpcT5EVeQeDzJC1NGdhWxkJ5S8SEzpaTRecYRO4x//INu2m99ix6vvz6+FeNEUsbtitUB3KzDBYx3NRRfUyr16YGzhPItU0oUUP1+mqyKk025+15y6IMYDgyDQe3cpjMotJso1dxM2WMuFzByZOTvclWUykb5XkkJMG4cZVd88QVw0EHW/k88Vh5jbryRsvnmzjUem/RYLd8zypSS5Q/WiNfoPBWZUvFmrXOW3vTp2dvZM9cypVhYFDOl7CxKpXuxLpYolWtjgd0Q+1v9ubRzplQ4bDwG8c9cqhwvyWZKyfErNtJTSopSGUfsMJ54ghqhzweceCJw333xBUXDqXzPaqZUIh2uFKXSS75mSikKtVe/3ziFXmZKJYeZKCUGiOkUM+zm0yTuvKefyNrtWK0QDGqBaibL9wASA+IVpfSCkcdDW23X19MYvHdv7C23Y4lS0YzO5UqzNeL1lOK4QFGsZ6nriTdTShSlskWuZUoZCQFi+R7bYdgFPq/pypQyK9+rqKD+KJfGAjtiVr6XqUWxRFmyxPx3cvc9eyPL96QolXHEDkPcHtrvB2prtZUfK1RW0uNwKt+LNYAn0uFKUSq95OvuewDdw36/LN9LB/r7lc8tPxYUpLfN2c2nycxPCrDfsVpBnDRlQ5R67TXrvlLBoBZUi0LomWeSf5TbHXvDDSC6KBUKGU92pCgVH/GKUqkQD+LNWs/2zntA7mZKiaLU2LEkRPX2Am1tQzNIswmf13RlkJuJUiNHkigly/eSw6x8TywFtqMolS6kp1T6keV70lMqq4imp4kYvsZrrmlnuMOyuvtePORa8JVr5GumFKDdwzxQS1EqdejTvfncZsLkXHx9u6w4791Lj9FEKbscqxX4WF2uzPcd8e7AZ5ad98kntAvs5MmxN9wAootSYt8htm3pKWUdVY2MJUSjc3HTBJFU7JIWT6aUqmZ/5z0g9zKljIzO3W5azAXsZ3aeqUwp7pv4cdQoepSiVHKY7b4nxh+JZlbmImKsa9aX6pG778WHLN/Lkii1Zs0arFmzBgCwefPmwe/zDR5UfD5NIU3EU6qz03onYUdCIa3sLh2iFL+mFKXSQ77uvgcM3U1LnLxKUSo5YmVKZUqUymb2Ee/yBtBGGIAmSom7vPGx+v25E/xlw0+KYTFg+3ZrkzduA5wRBWjn/8c/pqwrK0ay0UQpnuwUFkYKJNJTyjpinyGKUsGgeX+cikxfFkrEWM6MnTup7bvdwMSJib9nsuTaYp2R0TlgX1+pTHlKGWVKAbm1QGFHxPtCPJdGJdb5AM+jVNX6WCT2hbkifmeTeDb8Gq5kRZS65557sGDBAiiKgosvvhhTp07NxmFkHXFCm4hCyuV7oVBuD0Bi55+OVSVZ/pBe8r18D5CeUunAzFOKH9MdFNpBlOJd3rzeyPI9/S5vorCTK2NBNkWpkSOBESMowN68Ofbf64XQRHc4spIppRdbuV9V1cRNavMFsc8tKKC2xT5DZvdxKnZJE7Mmou30B2hZUlOnZnchJ9cypfRG5yzYi75SjCjYZ4t0Z0qZGZ3LTKnUYFa+Z7RDaj6g39jHCtJTKj4SSU4ZbmRlGrlgwQK0tbUBAKqqqrJxCLbASJSKpzEWFmpGy52d6c8cSBfpFqX4NaVIkB7yuXxPX2cvRanUoQ9i9MF3usUMO5TEiTuLBoN0j737LvDqq5GCCGfwBIN0vLkQMPOYlw1RCqBsqXfeoRK+OXOi/61eQEt0h6NoopTZCrzYrwaD+b2KGgvucxWFBB9FoWvW20uTyREjhv5PKsYvRSGxpKODYjEWBoywQ+kekPuZUizYz51LP3OmlCgYZ5NUlIVGQ+xLgkHt/WSmVGqIVb6Xb5lS4tyMd5uOhcyUig/pKZVFo/N8FqMYMcsiUYW0vBxoaaFAiGvrcw0OJB2O9Kwc5tqKYK6Rz6KUWIILyPK9VMLtyuGgST77wmQqKLRDphRAQoeqApdfTj/7fMD3vjdUECkupolbto/XKtnMlALIV+qdd6yZneuzmBLd4chKppS+XYtjohSloiOWP3CGVGmpJkoZkYpMKUATpWL5StnB5BzIrbhI3PGMM6X4Pvvzn+nabt9unMGYLTJVvtfXF9nnS1EqNZjtvmdkuJ8PKAr1GYGAzJRKF9zH5fMYn5Xyvfb2djz22GN47LHHcPXVV2OzSf68z+dDZ2dnxNdwQjSOS8ToHNBK+HL51FjdeS9R5O576UV6StFgIq5WAlKUShZuV+ydFwrROc0nTynmm9+kR1WlyYjRhMsOmV3xkEh2cCrhTBUrolSqBDT+rKHQ0CDdzMBfnNRKX6noGHlyiGbnRqRKPLC6A59dMqV4vM6FuMhsxzOPhwTixkbg2WeBBx6whyAFZM7ovL8/ckdaPj+yfC85xP5ZekoR8e7AJ2ZKhUK57X2cCWSmVJZEqYsuuginnnoqTj31VJx++un42te+Zvh3y5cvR2Vl5eDXBHY0HCaIg0qimVKi2Xmuks6d9wApSqWbfPaU4jYr7qDJSFEqOfh+FVckxVXhfBKl7r6bArqCAsoaM/IsyjVRyg6ZUgB5SsUSe1LV5sTxXT9pNPMqEXd4kqvN0YkmSpl5PaVKlLKyG3JrK30pCnlKZRMxU8ruk0W+dkY7nl16qZZNq6r2EKSAzJbvif2T3gBdkhj68j2+R/I1UwoYutt0LPRtUC6qmKOq2nnNZ0+prIhSYmbU1KlTsXnzZsNsqWXLlqGjo2Pwa7vdttdIEnFCm+hWkMNBlEr3jgMcfIXD0ig2HchMKbqH9eJFMCjbWzJwuyoo0Abp3t7MGZ3bReTxeoFHHqHy7O98x9xMmwWTbB+vVRLNDk4V48bRe/v9sXfuSpWA5nJpk2ozUUovfCmK3KzDKkaxRCxxOVXiAYtS0TKluHRvwoTsTzxyKQOPzymfY5GHHqIYT1HoGkfb/TKTZLJ8j/unkpLoJcIS64h9rZjZmq9G50BymVKA/fuZbKLfpCNfyXhuw5o1a3DMMccMGp0zI7kQWqCwsBCFwziPTfSjSdT0dTiIUqnydDBDDAoCgfxOjUwH0lMqUpQqLNQGY78/+5OPXEUsfygp0VaE8ylTij1SvvIVYP16oK4u0vwc0H7mscMOmV1WyLbRuaIA06YBn3xCJVWTJ5v/baranKJQf9Dbay5KGYmtTifdD1KUik60TCkzT6lUlVlZicXsUroHRH5e3kTBruhNzhnuH+fPJ2FmwYKh/WK2SHemlChKiYI2xxu5sjhhV/SVFb29ZJciy/cSz5SS8y9zRAEvn89RxjOlpk6diptuumnw55UrV+LUU0/NS+Nz0eg82Uypjo7UHVemyVT5HiCD+nSQz6KUmO3IE1f2eQNkCV8yiO1KFIjMMkpSjR1EKd7lbeZM+pk3s/B46HkxEy9XM6WyJUoBmjjAGSxmpFIINSuviZYByH2rXGmOTiKiVKozpczKBAFNlMq2yTkwdLHOzvA5FTOlRFPzY46h5/bd1zyTNNPwvZpJTymxfC9XxgG7ou9r+RzLTKmhGVBm6P9Ozr/M4XPldOZn1QmT8WlkVVUVDjroINx8882oqqrCpk2b8Oijj2b6MGyBWJ+bqOmrVXNNO5Nuo/NcCr5yER6887EjFcv3OAgsK6MdMdmYW5IYZqJUPmVK8S5vV11Fj3V12u+Mdt8Dcmcyku3yPUATB2KZnadSQBMXo0Siia2yfM8aiRidp8oT0UqmlF123gOG7upoZ4zK91iw93iAv/+dnmtsBJYt036fTTLpKSX2T9xHcWZlPi4WpgL9PcHnOFO7/9qRZDOl5KKKOdLknMhKdzV//nzMnz8/G29tK8RBJVlRKpfL99ItSrEnh353NElqyGejcyNPqZISGrz7+qQolQxiUJ8NUYqDe5+PJjh6g91Msns3PXKmlBG5Vr6X7UyphgZg7176fuNGMhpVFPrZ66VrzqJgKo/VzPMl2gq8FKWskYjRearsA/i6iQuEDQ3Ub3g8dF/u3EnPz5gxtI1lmlyKi4zMpcXzxv1iYyM9Zrt0D0h/BrlYpieOifrNFPIxoycVGJXvAfltdJ6sp5Qcv8zhc5rvolQWw2yJmAqZqErKpUKyfC86cge+9JHP5XvRRClAilLJEKt8L90rlaLolc3sI1UF9uyh76OJUrJ8Lz4cDuA//6Fz29UFNDXR81wWJIqQ6Sjf01+naJlSnNUig/roJJIplarxy2iB0OHQSsk4G6+mBnjqqaFtLBuIO/DZmVhCAGeQsnhvB9LtlSqWAYulv9E2U5BYhxdbOcbTi1IyUyo6weDQzCg5/zInUQuf4UYeTiPtQyqMzq1sQ2x30r37HqAFnLJTTD1SlKI2LEWp1CIaEPN51u80lE7cbhIDQiG6ttkKQltbqd9yOIDRo83/LtcypbJtdM7ZFFdfTcLfF18AL7yg+dSI2RbpKN/TryJHE1ulp5Q1ou2+F8tTKlnxwGj3PXFTgv33p+/7+ozbWDbIlbjIqijV3EyfJV1CUDxkave9YFCL/4uLKQOuuJjauxSlEoevX3l55KJjPmdKifFuLMTxrbiY+j05fpkjy/cImSmVRcTgNFmj81wWpdK9ogRoQardg69chAfvfPaU0vs6xGsIKRlKto3OObjn980WvPo/enT0eyxXPaWyaXTu8QCHH05lPxddZC4WpDJTyqx8z4rRud0zWrJNMrvvpSpTSu/vyZsSPPccsHYtiZ92EKSA3MmUMvKUEqmspLFYzCrNNqna1dEMsUyvtZUeuX+SO/AlD88V+L7u66P2JY3OrYlSPL6JcZTd+5lsIsv3CClKZREjUSpeTyku3+vuzr6xY6JkonxPBvXpQ3pKDS3fi2dFSWKMOFkUJ5aZ8pQS3yObwT2LUqLJuRG5JkolOualmlNPpcC5p4fampFYkO3yPTl+WSObopS4+54+FvN4KM5RVbq+dhCkgNxpVyxKmQkBijLUVyrbcFybrsU6l0t7bb0olWtjgR3huJZFqd5eGrP43s7n8j0ri638N0VFudPPZBNZvkdIUSqLpEKUEleOcnUHvnQbnYuvLTOlUo8s35Ple+lAbFccZHd0aM9nIii0Q6YUT7Ki+UkB9hDQ4sEOmVIA8OGHJBaEQtS2jLaST4fRuVn5ntHEW3pKWSMRUSpVu6SJ101vqu71UozH5uJGbSwb5EqmFJ9Ps0wpQBPt7SJKpTtTSlG0vsRMlJLle4kRDtOYAGhtTszSdjrzUzxIJFOqsFCOX1aQ5XtEHk4j7YNY+iOqylYQd3UpKaEOs7OTMqeyvauLHvFY9Xi9wBtv0PfS6Dw3kaKUNDpPB0a777W0aL/PhJghlg1mCys77wFDBbRY/W62xwg7ZEp5vcDKlXRu588Hjj+eSviA9HtKiRPGQEBr79EypaQnR3SSMTpPVjzgfopjMc6w8HqBBx4AqquBMWOA0083bmPZIFc8pWKV7wH2MzvPRFxUVERCCY+L+vI9KUolhiieiJlSou8f79SaT8QT14pz2lwRv7OJLN8jZKZUFuGBo7dXu1mtBujiri5cwtfZabxzULYRj1WEj5UDbZkplZtITylzTykpSiWOkadUczM9FhVlpo+zgyjFK/+xyvf0mVKx+t1sjxHZzpTi83D22SRKtbQA55xDfj/685bu8j0xi0eW7yVOLKNzzn4QSVWmFDDU7Jzb2MknkyBVXAxcfLFxG8sGuTJZtGIubbfyvXRnSgFaX6Iv/ZWeUskh3g98T/f15bfJOZB4ppQcv2IjM6WIPMxtsA/c+MRUb6uilLirCyv2jzwCrFplHxNNRjxWgCYBf/ubZirb3w9s2iQzpXIVFhXzUZQSB2lxVzgpSiWPGNRzsN3URI+Z8nOwQ0lcop5S+n7X49EmyXYYI/g4s5UpFQ7TeTj9dODJJyko7OnRzgt7h4RC2n2cyvI9MYuBJ5XFxcZioQzqrREtU0pV6Zzrr2EqPRErKshom0UpbmOzZgFPP033sKIMbWPZIhcypVTVmhhgt0ypVIqdZujbsizfSw1mmVLcDvPRTwpIPFOK+zk5fpkjPaUIKUplEX3jY78Bq3Bgc+211Fm2tgJXXpn9yYYRfEx/+ANwxRXApEnAj35Ez995J/0uE6KU7BRTTz6X74n+MEble3L3vcQx230PyFx2TbY9pUIhYO9e+j7e8j1A63f//Gfqe6uq7CFIBYPa9c1WppRYulhWRmNoSwt9b1S6B6QmU0os+WWi7bwHSE8OqxiJUoWFJPSFwyT+6dtbKnf/ZdGERSluY08+SY9jx2p/m+17EMiNuIh3PQOsZUrZRZTKVPmeCLdtmSmVHHztFCWy/FdmStFjvJlS3MfK8nNzjMaufMRGRV75h16UKiqKv07Z46FGrKr0FTPQCYfJ2fXll+kx2aW6OF7P46GgMBSiDp6PNRNG5xwYyMyV1JPPopRYvic9pVKLkSjFZDpTKluiVFMTdaluNzBqVPS/FbO6xDIljwfYvh3YupVeyw6TYXGylG2jc0A7t6JnGcPX3uVKzRgVrXzPrF1LTylrGAX24sTSyOw8leMXZ1V0dkY+v2sXPcbKdsw0uZApxQKf2x09i4DPbXu7PTKEUil2mqEXpbidy933ksNsQSzaZhT5QKK778lKldjE6ys9XJGiVBYxEqXixeuloEtR6IaP6lGwahXw7W8DZ5wBXHABPX772/R8IsT5el4vdfb6Y83E4J0LK4K5Sj6LUqL4JGbxSFEqeYyMzplUZKxYIdvle7zqP2ZM7AULnoiEw5Ht7sEH6WdFocAn2z42gDZpdLns0W+wKMWeZSKp9r6KVr5n1q5l+Z41zFabo5mdpzL+0HtKMXwfi5lSdiAX4iI+l7GEgLIy7Trv2ZPeY7JCJuIis/I9aXSeHEailOgpJcv3Yv+t3H0vPqSnFGGDcDB/cbm0tHIgflGK/UEWLQK2bAHGj4+yq8uqVcAPfkDLSKNH05v19wNr19Lzt99OL2SVOF+Pj3W//SjIGDFCO9ZMpC1KpT595LOnFA8gqqqtjktRKjWIXi9mwXe6yXamFJv2xirdAyLHj74+apu881dtLX2Z7S6XabJtcq6nupoejTKl0iVKiavNVjOlZFAfHbNYQjQ71yMzpewdF7EQEG3nPaauDvjiCxIBJ01K73HFIpvle9JTKjnEayeWxctMKXqM11OK26HM9DWHz1e+l+9JUSrLFBVpE554RCnRsLagALjnHmDffYGvfc1g0hEOA7fdRgLS5MkUgbS20u+KiyliuuIKMnlSFK0W0OwrFALuuotqQkaNogjM5aKIuqQE2LYN+P3vga9+FXA4Io517VpgzRpg5kxgzhx6ngM5ufte9khm+/hUGsXmGuI9ywOvLN9LDWIGQ7bK97JdBmF15z2A7t/CQgpu+vrIWLm+noy8H32U/ubEEylbI9vCFN8rdklVj5Yplcqd9wBjv5dYopRcabaGmSjFk8h0i1JGmVKqKjOlkoHPZbyiVLbJtNG5w6G1e+kplRxmmVKx+unhTqy4VpxH6Hffa2wEnn8eOO64jBxqziEzpYg8nEbai4ICLeiNpzHyri4eD/Dss/Rcd7fJri7r1gHr11NGk6IAX34ZueVfKAR88gnwxz9aG/m7uoDPP6eehrfD6usDpk6l16+pAT77jN73gAMijvWSS+jPxV2OHnlEOxfpQopS0eHt44HIiaooKJqRz+V7Tqem4zJSlEoN0TylMpVhk+1MKas77zElJZooxf3u0UdrolQwaI+dv+yWKcWiFK/ViKRLlBKzGGIZnUtPKWskkimVSvHASJTq6NDa+5gxyb9HKsmlTCkr2Sl2MjsXd49NF6KoX1KilXjnQvleMguh6cbMU0oandOjWVwrziPETKlPPiFRSoyTJZFITykiD6eR9kJsgPEE6PqdgwCtwxzSybe0UIvnN+MIuLJSqx/s7ATmzwemT6eRjfelNvp+wwaqFxwxgnqZ1tbIWVtRES05D9RCiMfKgyT/ucdD2tX776dXlMqF4CubiNvHh8NUebl6NQUOsXbrymdRSlFITBaDv+JiTWCWolTiiO3K7aZHfi5fjM7jFaWKi4G2NpoEc7+7fr32e26P2TY7t6solS1PqVheJbJ8zxqxPKWiZUqlQjwwKt/je7i62n6lGbmQKZWIKMUZptkk055Somie7QxfKySzEJpuYolS+ZopFSuuFecR48fT9++/T3O82lrgiCPSf4y5iizfI/JwGmkvxOyoRNP29KLUEEaN0mbOLhepDopCpXyKQpFaURGlMR1wQOw3/PBDYOVKisBKSkiUCgappyoooPcpKDDcLooHSfFYM7H7Ht/oSQdfdl7eSYaGBngcDmCpBzffTNWc48YBP/0p4IEXaDD/XHxO89FTCogUpXj78YxnSg3DdqnPYCgp0SZ70lPKGKPjFb/P6OQzSpusfMqL43eH0ThvSQYPyJxonlIJZUpF+ewjn6XPvqpkieX3kKKUNRIRpQ5c24BRjQ64XMn3nUaZUuwnlfXSPYM2Oe+DBoQbHZjwKoB+3ee0ybgRjyjF4v2wEqWi9CWz36G+5MW6JYailJ0zpUQBo7mZph//+hew64YGXH+EA4d7PEM/u9gm09g+jTyleP0dkJlSpnGtMI+47jpaINuzBzjoIGD+x16MXxkGvr0kU4ebetIYZ8vyPULuvpdlxAaYaNpeTFFq7lxg9mwqtWNVqKhIqztqagL22Yf+zgri6wGRyzIxXo/fXpwo8eTTNplSDQ3mW1S9+SawfPnQ3/PyjiNHb6mBZSsPvAgE6DIGAgOCVIzPlc+eUkDkPcyBYcZFKV52NGqXN9xA7dYIr5fauw3hdjXhlQbA640Iuge/T/PxZ3PFORDQRBKropTR8YoT8YxmikZpk6P/Uw9VcdgyU0pfYmA5U0ocN/Sfndup14uyx+iz9/dr7yU9pVJDrPI9I3E5pDqwuLEeY1d6I6+hfky30NdEy5TKusm5wf3ocDlw5pfLse8zyyPHeBvFM/F6SgHZL99T1RRm4Bn1ow0NwEUXYep/qS8BIsfEcSsbANg7UwoNDfDAixNOAK6/XvOYPfwIBw5ftRy48MLIzy62yTS3TyNRCgD27qVHKUqZ/AHPI1ZdiG91eaGq1P6XOLxY3FiPkOqwdcwZE7OY5sILaV5o1B4tfl4pShF5Oo20D6IQlTZRyuEArrySdsXbvp1me4WFFAk3NVEZ3xVXWO/gxdfbto16blUlWbytLerr8SDZ00P/oiiZyZSKy1MqWl7xxo1U2yb+/sILqdZt2bKhCrpNVhtjMnDcjcvrcVIb8IDiwddbvWhcXo/aZdHr9/K5fA/IkChlZYVm6dLIdsmB2xFHULv1eu2XJx8FvledLrofjwkBDzvp+EtLoQluRxxhfH+l4N7LZqbUnj3URxYVUZdqhViZUmkXpcR2Ki6FM6tWAV98gS1HLoXyUhgHr/cCyH52H4tSgQCNo+IE2LIoZTRu1NfT2LBxIzBjBrBxI8KepXjpHx4gTH2n221dlJKeUtGJZXQ++fUGoCyyH31jmgc7dwI//ttyYPIYCkr4mnHtusW+kttNd7cW32Q1UyrG/ThuyyoAA+LoqlXa//FnNcpQyTDxiFIs3nd301e2xAPxPk04LtKP+WLf0tAAvPsu+o88Cy/10e9LSjDYTgu+Ru3UzplS3F8evwBYrnjQ10fn6vDDAawC3YOLFlE7XL6c/mfZMmqnaY63xZhWUajv7+sjfzhAilKmce3A9Wj/2XJc3LYaPQXAyDZg8mv1eLp2KRaFYOuYcxCzeNvjobbH7ZHHhtWrjV8njhhbilJEnk4j7YMYPCVbvtfbqwVCQ1i0CLj9duCCC0iY6u2l5bwDDiABadGi+N6UX++224D33qM7qqMDOPJI09cLhbTOTFU1myvbiVJiEKCqtGXVPfdQbvEhh5Dv1rZtVNt2zTU0CBYXD11it/mkX48XHjSGA/hx33Jc7b8GbSXjUI9LMQ4eo2njIFKU0r5PmygVTSi97z7a0mTOHHLSXbaMvgoKaDvOs86iwv4HHtD+X2yb2TYYMoHbVfMJHmAf4Ihr6tFR0odXx5yBSa89CfyvIe2CWzZFKTHDwrBPNyBWplTaM2307dTjofSjK66g2WVlJXDmmdg14VAAq7FgXT3gRdbF0oICmvR2dVF2mjgBNiytMwpa+fvly2nidOONwEMP0eeprKQB8IIL4DrTA/yD/rS/n8Ymq0bnMlMqOrEypXz+of1oMAi4Q/1w9HUDH+2lm+3dd4FTTom7r+R2EwzStS0uznKmlNH92NkJ/OxnQFsbpjlL8EnBAXCX+DHikUeAv/2NzGB+8YtIQSqLcUw85XtFRUBVFW003dhIoVo2EO/ThONa/bULBIDf/pZ2ye7rAyZOxMgNb+Gc8PV4dPzl+MrnTwDv0XXqP8wDrLC5KDXQvgqX1eM7PuAF92k4dfOf0Xrt3zHy2ENp3Lj6ajoP/f2kzN98Mw1oRpOlFLZTvSVFSUnkmJqvnlJW4lovPNhZCSxp+yX+1Hch+ltH4vfFP0d/BzDtv/XANfaNOQcxirdVFbjjDuCdd6iTufpq6kcLCoCjjgJGjqQ58UsvUdytKHGJ+1KUIvJ0GmkfEjU6F+EOUlWpvzYdvBctIjPz8nLK7jnkECqxSzQFdtEi4Ktfpb3Hf/1rulEfe8zUXEg/QLKVVSbK9+Lefe/ss8md76c/BS6/nE5ubS1NgDdu1F7M76fOp7IS+MlPaCvEG24A/vc/e076TVYAvA+qcP3iZzjP9SpKgnsQCqsYpTZj3DJPzO3jpaeU9j3fwykXpUShdNs2Su149lmaPFVXA6+8Ql+AVkbb10dt9de/puebmmggveEGEq/OP99ebVNHRPmDx4Ot92zBhe8sw4VblqFkLYB9Z9HJr6qiYP2dd4Df/IbOS4ruPZ7MBgJ0PJkUXuP1kwK09pe1TCmxnfp8JMT89a+0YFFQQCdx7Voc9MJFqN1bCHW0G/jd72jzjCuvTOm1i5dRo0iUam4mu0XGUJQyE4m7u+lFHn+cvlSVOka/n+7Fww+Hy0VPhUI0JpaXS6PzVBHLU+rN6R58a3/QtQuFgJkz8f0Vt2Lm7tehjh8DdPTQpEFVKa6ZOJFuwMsus9QeefvzYJCaQXFxljOlxPuxsZE6gL//ncaCggIoqgoHwgg5XHTgoRCwdSvwxhvAGWcA//xn1uOYeDKlALpc7e0kBmZLlBL72YTjIvHatbRQPLpzp+bdOm4cHFsbcdqO3+PbO/6M3tqpwO8uBTweFO2gf7V1+R5IwGjt34brfVfjlsCPUdCtohG18P9vC417Pp+20h4M0udXFLrIP/sZsGIFLcC9915K26m+9FI/N5OilPHvB3XBZR4UXHItQooLZf3N+Engl+gJFGBD6YmoywXfU/He27GD+sVnnqExvLaWNvnittnfTzH5tm00kP/737Td8dixwHXXWRb3pShFSFEqy6TC6Nztpv/1+WKkLPf2UmBSXg6ceab1UT4aDgdlEt15J/XkTU2msyi9KNXbSxMBs0AylYiiVKxKqBGb3sNJO/8CbNpEn0lV6QT/3//RZ6urAz7+mFS1YJBKFgsKSBxYuRJ49VXy1LrwQvtN+o0mUxs34tibL8GolvdQWFmMbjihIoTC/nZ4wg3A0iVRt4/nVHUpSmkTV36OB5qU4PFQm/z97zU/uNpa+ho7Fpg6lSLx9natJmj0aFrB2bqVvt+9m+rC9uyJND4RyXaAMHCDBgLUPl0uANu3Y3LTu3CHfVCgQlGKSNH++GP6H6cTePhh4D//ASZNSllwKgajfX2p6TKtkkiGhS08pTwemjz8/OfUP/p8JNpPmUIDVHEx/C4H3GoP3AD1SXfdBdx9N5nyXHghdSr67DcmTe2zuppuE73ZuWH5nhi09vbSRbrrLhJGa2sj05YnTSKH3P5+4OSTgdtuQ1HRcejpGbobrRSlEod9EIEYRuceD53In/8c6O/HPt0qmgtqUT2yGihWqC9pbaV+tKuL2uyOHdQwDDZvEVEUasKtrdS9jhypWW+mNVPKLKhRVRozmpspg09R6H4sLwfGj0dPu4KPla9iyrRCTKjqpnGhpYUypp55Bpg2LetxTDyZUgCd5/Xrs2t2Lt6nScVFfN6vuYbizECAdqApLwcmTEDXtK+gpOFOFKp+FLRvpVgcWl91+BYv1PowlKVLkjiIJDFpmw/VB1F9zUX4f/7/oVDxQVFVFJa60XPgYjyzaRKOcW3GPlO76ATu3k1jQnEx3ViqSmPKs88Czz1HpdGXXpqydqrP/tdvQJGvohTHtcEgDcH6fAZ2kfD47kO3vwsBRyEKlRAK4YMDPszb8SwJNb/6lfZPdq0o8XhoMY2PVVUpzj7ySBpIOjq0OHv8ePrdjh3UhwL0/fPPA9/+NlZd/gRmrDa2QuFwRopSRPZdDPOcVBidAxZ8pQBg82Z6rKlJ7ezK7aYJMUAr3iboV214ssSBZCbK94JBYMYbDdi53DvEq+6JWzdj5uUn4Ih7z6ZArq2NIpz580lkOuAA4KqrqHN65x1aPV2zhjrZESNI6CspocGzsdF+ghRAx8TeQ3/5C3DrrcDJJ2PsrvdQOKIUqKrCU4cux0eVh6OzaDRw113wwBt1/ifL97TvU1q+pzfc7+oCPvmEJhY8+3niCRJiHn6YArNNmyiz7513KCtq717g0EPpb771LZogu910YMuWabXxjB0MbgeE00M+p89e4OsCrrkGdY1r4FSDaCyajMCMfShF+le/omD0/PPpnHR2UkNM0b3ncml9R6ZL+FiUSiRTKiOilNmGEC+9RJNaFu2dThJS332X2lxfHz7d9zTcOPtBrP/G1TTpLSmhfrWzk4T9hx6i/xH9qIC0tk/WG/SiVG8vcPzuBkz/n+6zejyUbXzlldT3syA1dix9jRlDn+nww4HPP6f7cMcO4NxzcdW6s+AMBwZFKb5GNc8bm6JKT6nYiG1bL0qNX9mA4xq92j1cVkaKoMMBn7MYm0rnQnG5KPvio49ocu9yUeeuqtQezzkH+P73h7ZJZsDQVtyBr7FRW9MaMSLlH1lDb8AbCNCE6IgjgD//me5DZUBwc7mAP/4RWLcOn3/9ShzR/Dhmr/m75hF62WX0/x0d1F7POSeNBx6bREQpILtm5+LOsVZLr005/XQSSP1+SuHcupUy+LdvR2F3C1oLxsKpBuH2dQOnnQb4fCguBo5r9GLx7gFz6WxiZA69ezeOueV4HNP5b5SHO9DlGomNZQdA3XdfzDnrQBxw9EhU7fgI+OEPaXwvLaV455e/pJh11Cjgm9+k1/b5gC+/pPMkkoShtlH5HsPZkPmI2K8axRJLlgxsjnT33WgtrMWXxbMRnDgFqsMJ1eGE0+2kvue006h/sbuNhLiZ16xZZIPxla9Qe/vxj4G336Y54Y4dwL77AscfD+y3HwnHBQWUbTttGuY/tgzvt0+FF0MFqZ3LvZjxRsPgXEGKUpKskgqjc8CiKLVpEz2ygJRKZs6kxyREqUzsvuf3A19d5MBS1GPnci+uvRZo+qwZ759+M+b/6us4sP9/qBzpBCZMoEHw6quBl1/WhJyLLhraiXo8wHnnUVo872rY3ExlKXbE46HO8+c/p1Ku3btpRXTyZOBnP8Pr0y/A5+UL0FZQS+WdRrtNCEhRSvs+UVHKcH4/EMytvshLsdUf/0iiVChESyslJTTRLy42HtxFAfLiiymt+PLLKbvooIPoNX77W2rjgH0ChIHjPvzzehy/uwFj77sOePlllPQ24+XRZ2DpwZ8icN7FlLr/5ZfAqadSSgJAn6mnJ2p7jRejkrhMkEj5Hrc/sa8VjzulmTb6yUY4TN57P/oRTZwcDorqx43T/mfg2s55pwEHtL+GtkMWU4rSzJkUzI0cqW2B5/NR27z0Uu2aprF9molSfX2Aqjgw8WVdP/j88xR0+v2kXE6YQKJFOAwcdhjNjk87jVL+n3ySVvVPOQXo7MQhu57EzesWI7Bz72DZ/XGNXlQ8YSy4yUyp2Ih9rT6WKCymHfYWfOoltWj5cmpjpaUoCXRgbscqdJ8mmJpv3EiT3H0GxO/OTmDLFuC110hY5ZJoRhBLeQc+FqWA+HzhEoL7+gceAL73PSq9u+IK6usnTgQOPpgaeCgUUUfoGJh0D9phKgpNriZOpBO6dy8JA1kkXlGK+8tsZkqxeJyShdazzqK+sLiY+lLOIJ0xA2XPP4q1VUfgL9NuoX7j7beBM89E0b8exOLGerxQuxQ9p2R5si/GIV4vVRIsXoyxu9egcFQ52gvGwDv5l7jigFfhP5NMzQ9ftRx1ywYyZ+rrNZ9MFoQvuoj61IICmkB0dpJfLpPk4oW+fE8UpfLV5ByIbM+GVQAD512dvQ/UMFAVbEL/j5fh7XPuQEvBWCjqgP/uypW0iPqXv2Q/3jTjvfeoDE9VKcu7uJj6QrM4e/ly+rrgAlqEWraMGlJ3N0r97Tim52mULfsB7rjNh3fe0QSppajHoV91DLa5fBel8nQaaR/E4CntotQXX9BjOgrtZ82ioPvzz03/RC9KcYVDJo3Og0EAHg9qAXz3V/V47ZbV+PS2LzHZsQ21aEThcUeRad2TT1LnInY8gLbbl1knevTRwOzZwP33kyneuHH2qZNmVJWUfd7aa9IkEi0GUqz7VwLryw/Ggs7X6MQtXYpo9Xv5LkqJ93CinlKGFjUeD1avBkofrceCXZ8Cm54iEaa2Vksp5n8azJvWtUveLWTVqsjdal54gSZdL79M7fS55yiDMhsBgolp9Pu37cUln16Bss09gBrG1vmn4ObSBwEArqUeoAyRu5vNn0+zgYULjf1+EqSkhGLebIlSti3f0/tHbd5M/eaXX1JpxQknUF/Jf8P/4/Hg3UcBZWMY09/0AmuEII+N+2fMIK+w9etJ7P/XvygwtOjtkwgsSjU3Rz7f1we8VOvBd44ARvDnqKig++nLL0lImzuX+tS776bnw2HKkBKNsgEaF8aNQ/dt9ZjRvQaO7y1G4G8NOHbXh1jcWA9caXz/SVEqNtzXckKQSOgsD16oB07YVA+ccJ9Wzjx2LD7vnoLK/j0oc2Ko8Mm1FSeeSJl7fCH+9CfKkr7nHhLHhf8pH1iX6+ykBBcgQ35SZ59Nnp6PPEInweWiDL4DDqB76KijtA1oBtqjSwnj7xOXYdYs4NvhsPb5f/lL+nyPPEJZuBMmUEZAhgkEtMmv1eR+u2VKJYXXS/6kNTWUDTxjRsSY5//mafjk7cPwYt0SHLuwA3OeuhF4+mk43ngDK8feiJdGe3Bev/XdW9OGx0P30W9+Q7WtA6VQalUVHmm/GC+Npj6v+9seFL6zStvNzCiuEevGvv51urluvZWyxmfOpHg2ycULfUwrlm7nsyjldGp+iIax7cD1Uu+8GyP9jfj32MtwylIPvnwSWL0KOKF8FeZhLcVrgYB9K0oCAVpca2wETjqJ7kNxt2ezY+YxHyBhf8qUQR+0ojI3Tmz/G9Yv+x9uKbgWM2s7cJG7AbXLlqL3VA9Aoa0UpbJ9APlORjOluHxv2rTE38iMWbPoccMG0y0AjTKlQiFtlS6ju+95PFCe+hDf3FYPQEGgoASFvxzYTa+hwXyCDwwVaDiQ40l/Zyfw+uvU8d56q7mBVbZ4910SIwAaxBUl4hh9PmB9+UKEwoC6YQOUm27C4PKvAfnuKSXet4lmSonz+88/J8/8p58G6jd6cONJXTjw3z+jcpOaGhKkxPYUKwA77LDIwRKgKOvJJynQ/de/aOAUDyST6BW5ri7gr3/FUVseQEmoC2GHAz0jxuPdK/4J3EPNtaiI/vbzB1Zj9LOrUHXjMur8Hn2UhOD99kuZMGWUfZRu+vq0CW08opTRboFpNTrnXaGuvZY6Dp+PMp+uv37oeReux/9meFDzhZeyj67QrTry355zDq2In38+nZBt24BvfCPFH0Cjupoejcr3AFDgOClIGbBNTZo3z003AeeeS2WIPJkSFyL048Z11+G2L7+H0/79Xey3cy2cJx6Hxf598ELdUhxwvnFblaJUbERvSn34UVpKwuL+7f/F3LcehFJQQEHT0qW46u8eHLnNiyseqwfmTB+6Cs4oCrXDUIiE/FWrqJ8ZM4YEm4G/Fcv32LYv7TvvqSrt/NTVRf3p+PE0VhxyiPn4UF8Px4FL8VKtB937At926AS5c86hcf/RR0mQGzGC2ngGYZNzRbHu48OZUrt3R9mNOs2kZKGO48qFC6nUad99KQMOQPvVN2DvrCMw/u578SLZSGHHkl9gzmdPIPDp50BbF8ZXboUr7Ed/fxpLEKyiqiRGCYIUrrwS/QEXXvin1i77+kCLEma+gaLILy6ybdwIPPUUjTtTplAVQBLjfrTyvXwWpQDqX/v6TGLbJUuAnTsR/u0NaC4Yi79PWoazi+k+eKnWAxznwbwtF2ltoa2NdlTMguAdlR/+EPj0U5or3303PSfGJnq/y3A4sj1yG73mGvr59deBd99FYXEPJm/ZhNuD52HP7smovfvHgMcDf7v2UumsGMoFpCiVZTLmKVVfT0HUqFFDy/cSMY7VZzdMmUI9T3c3eRhUVg55PaNMqWg+EKlkiCgVDqPp072ogIJmxxh0FI/H8+OvoYrfaOfBaKDTr+ZUVNBk6rbbNMdTu6Cq5JvR2EgTvAcfjFzJ93jg9wOdBdVoLJqCcGgLnO+9RxlgJrAola+ZUqnylPJ4KLa64w7a9GjCBOD8s3045L2PqY2VlQFz5gzJKAIQNZPNtD07HMD/+38kUu7aRcLUD39I928mEQf7Dz6gMuONG1HT8yW6XVXomjAHza0OhOq9ADwoLqaJhtcL7Go8DId//XAc7vFQaQ1AJY733kvfRzsvFslG+R5nSZWXx2eqGitTKi2ixtixJNA4nfS9uJ08o2unfX2AoobR/I2lGBHtb5uaKDtg40b6pzPOIH+0NHlKHb+7AeW9DkDwfuDrXvf3W4E3ntYEKUATpABtMmUkhuo+Y6C6DtfMfQ5PfzABar8PiqLizWke0wm09JSKTbQNU/ge2lk8A2pBAZSiIspw83gQeogmTJedChSWhs0ns+LzJ55IK+adnXSzvv029aWTJg2u33R2ZnDnvUceoUWGPXtohb66mm72VauiLrC51tH9GAhgaByjKORdtGED7fz2wguUPZ5BlUfcldLq244Zo/m5d3RQwmWmSYlPKl+PZ56hn+fMoUePBx+vBlb/N4zaf2l/Pvm/XjT2V6GjYB9MDm/Got2PwN3Tjv7m3wKTsqyk1NdT/6iqNNEvLwdcLuw+ygP8U/uzwXErmqBklD31179SWWBnJymZSS5ERdt9L19NzpmoohQAvPceQtV1eL93HpTSEjgc2txgznteoHUjZWJu307ek3feSUqyXRbu9+6lxaXaWsqMEi+4WbwtxthmVhpeLxqXPwAFPSiED1WBJnjhgQdaOGG0oJJvSE+pLJOK3fcAC6JURwd1As3NtIrGJFp7rfcTcbmoLLCx0fT1jDKlovlApJKI8j0AL167CiM2vw84HOgbMRbja4OG5ueWWLJkaId64olUxjdyJJ37bKE3K/rlL2niP2ECGe82NAyp+ecO8rPygxEOgUQLE1RVlu8Zle/xvez3C34dFli4UAuoXU4VZ++8icSW4mJg//21XclEPJ7ESkT53r/qKuAPf6BB+KGHsrNq5fHQZKqhgQKC3bvRXjgad0+7DY7/vo6e05Zi5hv1OGSDF6Wl2qGPvWYJDr934N7joH3TJjqBiZ4XHUbZR+kmET8pIHamVFLG+2b88Y/aTpDi2KJHuB59fcCLdUvQ8+0oAgCPMeefTyUsZWU0yRa9Q5gkTG2Z6mryjvrqxnqoD2r3WH9vGD/e8H2MvPsGKoF3Oqn0a+LEoREk96UxxNDCQuCIpscRchUCUFAS6sLiveaDj8yUik00b0q3m87hiMBewDWQJRUMQn3QO3hOQ2fF0V+8/jot7k2ZQm3gtddozL/0UpSX0rXv6tJKyPb/MPn2CcDYfPCVV6iMcMMGijUuv5xKCpcu1SwbjPB4sPeEJQAG2pVRHFNeTiLz2LG0wPbSS8l/hjjgTKl49uVxu7VS3Gz5SqUkJlqyBFi8mGJ2h0PzbQVw+L0ejL1mCR58kDTy4xq9KHi4HvVYirfvfA+FP7scVb69WNj2Iqp/80PNsDkbPPEEcMstdDGWLiWvnoF4U3kosi1bykY2aqePPkpttLCQMsqTXFiLtvueFKXo0TSWeOcdhMLAhoqFg+fK5aI2Ovd9Qazh1cWSEhKmxH4tBeN5wtx9NwUDxx5LfoJ6YsWVJlYaXnjwbsdM9Lsr4HA6UOnohv9Xv4PXq+3Cm++le4DMlMo6GcuUmj+fJg0tLdQBjB9PgdSrrwLHHEPLSc88o5VyxXqcMgX46ldpQrJpE2Xf8KrhN79pqHpHy5RKyS4lURCNzr0Pqtj/rl+jFo14teYU3DHvfrxwphdLl9ejfjl1HkmL9opCuzN8//tk6vf1rwPz5iX7MeJHLI065xwKpmtryej6kUe0bVgHPrAaCg+KUhsqFiIUfgTud981zYMX5175KkpFy5QCqI3HFFwHMg9fesczeKqP3vkQ2v/yD1R1fEnG9E88YZ6JES/61Rze+eyuu2hFs7CQUuHTgZGH1Jtvkj+P3z+4XOSdeh1eqvHgfDcF4Y/vAU78Tz0efQmob/IMHfdramg20tJCE7S5c1NyuNkQpRLZeQ8wzpQSx4SUiBri9bv9dtp1rq6OSoKvvVbb0TFK++TjMx3zjFYbzz6bJhuPPEIlmtw+U7Sl9MiRAyUGAPb7az1cCqAecyx+8865mNX1HtRRxTTj/cUvqF+3mBVlxMLPvJjYWI+m2YejKtCMz3fNwNFf1gNe4/+XolRsomVKAcDXW704rPkpBMfWouCqHwPFxVAfqMdxe+i6Wx6/9G3zjjuoBCUYBP7+dxy/+nM8XVKPzs7x2LmTJmMTVtQD30+ufQIYWuq8di3dbxs2UL3v2Wcbl8KKPwsMySA3Yr/9KLtl1SqK9+bMoUUtJpFMe4vEa3LO1NWRlrN7N60NZpqULdR9+ik9Tps2pLPky/nWpV4c3l+PholLMXUZx66/wIv/KcYx79+MgrX/I8H09NNpp1A9abx+WLmSSukaG+n9f//7iIOvuK0ex/m1fjehEnm+H3/4Q9o587nnaJGtqippTylZvjcUccF1CMEg8MEHCIfIAoTPm8tFmdHvzV2KKXxNqqtp8bCggOI2nkykaDxPiPffp3kxz98SmZQa3Edsan5c5UZ4R16Lsv4mnNN/P87ovBe3L5+ARxrpnOR76R4gRamskypRihVpU1Fq0yaa4ey7L3liBALa6vbatfSVCH19NFFoaKCSvdpa072P9QNOd3dmTM7R0IDRO6kkIxgE9nvyeswJfIju6vH4vPQgHLW1AeGzl6AWwNLl9di4CqlJJZ01i0zynn6agrn77su8ciMGpuvX0yhbUEArqKKR+8DfhoJAeGDBYnPp/giFC2mSv2WL4a6N4iRJekoNNToHNJ0lKg4HGpfXo6wDqK314MIZr+G895ajaM+X6KkcidJvfpP+zsJEwxJGpRqXXUY3pddLO/WdcgqZ5KYa/cRq717gxhs1P7qSEqCiAqGBGIXb1dENHvxyMlBWHIbLZfDRFYUmTKtWUTCfYlEqk55SiZicA0NLDVU1DZ5SfP1Wr9bS3BcvpvKejRvJTDlG++RzKZZFRGC02rh8OZmJP/EElR1fcskQk+lkcLup8voleHD+icDoP/4RuPwKzOoKoddRjtKaEcBPrtDK9RK9F71eHLi2Hg/XLsWhB5XigDfuQLu7Bu/NPBz7mLyWFKViE1WU8nrxtR312Fs0EVWjVBTMmgUcdRSCfmDxT+mcu90Wrp+RWHrZZZTKc9ttQHs7Rmx6Dzeq/4cXS6/D4Tu6sHhPA5w/SdEGEmKba26mRcUdO+jDn3WWVras/3uTzD3L7eqww2i3ya1byaz6zjvpRKd5ApmMKPXRR9kzO0+Z0TmLUpwFrMPjAT65Kox/OZbi08ke/FpoYqu/8hPsbC6Ep/CfKOlqpf6zv59EIiad1+/tt2lcV1ValGVvHuHgN7wJKK9pbTPuMVZ/P27aRAb9u3eTWDzwPvGi3z1Rlu9pcP9quPvep58CfX3wF1dih2MGZgmi1It1S3DwPsBp/LceDwnpvGnPQQdldwfoYFDLsPvmN1PqvTxllRfHoR5jfrYU4eVhhOBEb1UdxpTvxgWBu/Hm28Dz8ODYXV6gIU0CcY4gRaksk7FMqU2b6HHkSBoxnU6KwM84gwYNDlrCYe1nK49z5tDKdWcnfZhx40zNznnAURRtspSS2vtYOBwY9VQ9jusCPqrzYH7//4CJtdhUMg//b/MjeKF2Kfr6gFIP7cpXmwIfmkEuuICU961baaJ/2mmx/iNxjDJQAPr5kUeowy0oINMFvSA1gDjQBB0F6J56AEq3vk3ZEAailOhxkq+ZUuIkiAUMp1Nr51ZKprzwYCeAJWo9pvh347A1r6JKbUdfWTn+POZ3GDdQew7Amo9ULIwGPfYQ6e6mzKWf/5xWHIWygZQgTqzCYQoi33uPxM9zzgHuvx/hBi8WX14PqNpk8ZlngI/nU0ZDMDjUaxJApCiVIrLpKZVsppTfH3mPpkSU4pN+ww304uPHU4M32rXMBE5XNxWlzIKy+nqacLz/PgWxY8emdEe+6moaynbudzxGf3kF1GAIvc5yPDrhSlz6kxHAuQZ9KxDfvRgOY8OhS/HSDg9mjPwIoRAwoXcDnl/wO2CO8WtJT6nYRBWlwmG8PduD/T76B8KhwGCf5jvdgxduo1V8S+OX2S6n555L/WdbG3r++TxGv/c2znn9ArS6x+DpfZfhQBMD+4Q45RTgww9pwh8M0qBz001U5mpElHvDUqYUQPdjby9NIFevpnLBysq0TyA5no2nfA/Q+s1sl+8lHdfGEKW8XuCdfZbA5QLCujGxqAj49/gfYPal5+K4166hTNbbbiPfjBtuSK8A8Mkn1FZCIXrtZcsMs07em+PBixu0n+MWpfT347RptEDy/PPaNnEJoBcVZaaURtTyvXfeAQC0TTsI2KpEZEoBBuL3D39IpfkvvEClctOn02YK2fCXeuwxytavqgLOOy+lL73oq2Fg0VIEz/RAvdGLw1ueQv+UKqBSRU11NebtG8Zxj3hxVHs94MhChpiNyNNpZPZh/UAca1iUSiSb1pIo1dtL6bSqSuV3paX0mGwZ0OrV5Fe1dy89N24cmSbr/EV4wBkxguwJRE+ptKYtejzoagQWL6/H+I8agep+QFFQ3rwFT9VejJdqPbiwb2AFJNWdYXk5cPHFVFNfX0+G4Wx4kGr0GSgAja5LlpDIoKr0IceONf2c+tWP1hkHYwyLUgM7v4iIg0y+ilJG5XuKQm3a57MmSoXDwLhlHjT+pxenP/FLuJQgUFuO4uXXYZzDM3Semq5B2+WiYPJnPyPvsauuIjFz4sTUvg+XDP7ud9RX+P3Ad74D3H8/ACDwXQ9euAlY3FiPwkcAb6FniOZhmFTCHeonn6Rs66Vslu8lminl81Gb0h9zyjJtPB7yKfntb2kHnXCYJsX60iEDgkEt6DcVpcxwuWgXgDlz6MNt2kTG54EAcNxxSbfTUaOALZvCGH/NOUAohHBpGXYrU+EvHQFFL0gx8d6LS5ZgWxDAw8DeiukIhRVUBFtQrbSYvhb3rVKUMidqLLFkCXa9thEHrPPCX1A2eGMFg1Q6pCjA1VZsNS1sgtJ43A/hXjgPo33bMSKwF01zjozrcxiiqmQ2/p//UAm+z0cHX1BAGwGYCVIxiCsD75JLyEj9z3+mMWLffdM+gWRPqXiFAHEHvmyQkvK9YJC24gUMRSm9pqQfE3k+0e2oIDHq+uuBxx+njKVnn6XOLh2C1JYtFD/4fLT741VXmY7D+p1O4xaljO7H884jnzWfz3Ah1QqyfM+cqKLUgP9s0+SFwFYtq4zPo2E/c9ddwD770ErVli3Aqaem+pBj09xM2dcAbVKV6os80E4DfVqp6nltdwJ9nYDDgXBnFxY3PoG3DlyK2XYxfM8S0ug8S7B+8OKL2nOFhYn7jkcVpXp6aHTesIHUoGOOIZFBMLdOCD7YK64gxbuujlLJ+b108IDDmkxvb4bK9wD0f8eDF8YsweIvbqdSxf5+vDXv4uRq2a3yf/9HnW5f39AU5lSiMyzHnj3kRfSf/9Dsb8IEKikMh02vuV6U2jtxIX3z0UdaeoOAOMjk664RRqIUEN8OfOzd2eeugEMNIugooFW/JUtS5ddtnYICEhtmzSLj3J/8hNpSKvH7aVWquZkmXOPGAQ8/PPjrUIgG7xdql+Lt/4UNNzMx7L5mzaIIqLU1Zeau2SjfS1SUEttff3/kzntAijKlmDlz6KYvLqY2YzGYEruRuEUpgPqz6dPJQ0xRaLL+8MOUrfL971NGaoKbS1RXAz/6/FJUbHgXmDgRW//5Np6vOw/H7UpinDSAP3d3qBidVSSkjeseOmYysnwvNrEWuCb00QS/o3bm4GDF9wNntqaCMS89hE7XKHS7qqAgjCVvXhDfbhciTU20Q9XZZ5PHyUsvaYJUXZ0mViTYNvUbwMTkuutI7VBVbTOJNJKI0Tmg9Zs5nSn1xRfUQMvLaXwUMNvgSxwTI7JmCwvp2l14ITX07dtpMejMM5M4QAMaG7Vs6333pfeMosyxKMXzl5SMsdXV5F8FUEZfAp2mfkdpKUppmMa17e1Uvg9g19iDAGjnLWo/88wzJB663RSwfPvbKQ5ULHD33RSYzJlDmXZpgj/WS7UerDn0UrpPPvgAtf/6M16oXYoP5+a3IAVIUSpr8ADy9NPawPmvfyWeTRshSul3aNm8mVZcensRrqjChzNOw8svAx/O9SB8boLClDgqnnsuGSjutx8NoNu2Gb4eT0aqq+mxpyf6jjmpxO0GfM4SFAV7aFAePx7/m66d5LRmQSgK7YijKJRC/cEH6Xsvbli3307X44MPqEyzrg645hrKlIsiRupFqbbS8bTsGAxSyYAOcUXQ9qKU0c5FTAK7ffDLiaIUB4Jer7YduGHtvQmz33oAClS0FdZS4J/CiXBccEnIxIk0MfrJTyjoiAez893WRkLtXXfRZ5w1izI2hb8VB+8vDl9iuqv5kI3OCgs1L4AUlfBlOlOqq0sTk+It33O7tQWNvr6hx5zSWO+hh+j6DexkZrWt8jjgdCaQScDjzve+R2PaLbfQJLmsjD74+vWUyXHKKVR++t//xvWhj3znZhzd9E90l9UCN96I7oqxeKnWgzdnJbmAo4OzGHw+oHnkLABAbefnpn8vRanYxBKlxg6Ifq2jtHLklJVZMV4vyh+vxwt1S3HJ/Lext3ACxu16z9hg2oxAgLKhrr6aJtd//SsNJiUl5M1z3HHUIK6+mjJCklhc5HZl+RZhtUNRqKNK8/iUjKcUQLF1onpgMqTEU0os3dMFV2ZVpOKYyLHI4CKA00krwnV19HpNTcAJJ8Q/rpvR3k5xQksLjefLl8fcTqy5mR65qCJlCz9nnEFWJbt3A08+Gfe/8/V7661IgQ/Qsn8S2iAuxTFoNjAVpd5/n262qVPR7qTMg5jle+J4vno1xZtvv01Z86m0UYnGBx9QP5qMublFxH72/TkeEptVFa7OVrw16sSkLHyGC1KUyiIeD8UcjY202Pvgg4ln00aIUpyGxZ3fW28BHR3Y7pyMb3c8gDMaFuOCC6jf/vaTHqw67Or4O4CBUTF8tgcffgi8/E45Phx1DMIFRfT++gmh14t93m4AEJkplSlRqnDXFni2XgdApY7P6cTcD7XBIe1ZEDNmAN/4Bn3/pz+ld3ZxyimUhRIMDgpw+NGPLKSZDBVQevsUYOFAttRAvbgIryjlhMm5/r5gEkxP5JdbsUJ7rqREezme6FjJlAIA/OUvqN3xPloLavGLQ1Ykn8mYLJWVwK23kgfZjh20AqpPvYmG0fneupVWot56izqrK66goED3Wfn2UBTKxjfrEw2zyDh7IEWilNGOdumEFymqquLfIph3WAaof01bppTXS155tbW0yhhHW41pch7tPfWrNuedR4J/dzf59f3gB+QXFApRyfKvfkX94e9/r5V0MvoJgs+H6R8/hdaCWuytmgk0Ng6Keh/sZ6SAJg5f1/5+YE8ViVI1reaZUlHLHyQAYotSY9pJ9GsaEAGBFBpSA4Pt03HeUqyo86C9YDQemvQLBEbV0u9iZUlv3kzmzKeeCvz61zTeqirt2rtsGZVe1dRQtpSltNHYxJUpxfcf7yQ8fXrax6dEM6Wqq2n4CQaHlohlgpSU70Xxk+LMaiN4TOQJ7uC4xaLH1VeT59LEiVRuNX8+jfNGWBVKenupTG/nTooXbrkl5kVTVe3apFyUKi7WfIG8Xq0hWUQs36uvp+Rcpqws8YqWVMeg2cBUlHrvPXpcuHBw3Ixavqcfz2fOpJ/HjqXY4pxz0q8oB4M0HwNofjZjRlrfToy/Zr0zoHaWlwPhMC7Z+GO5+x6kp1TWufRS2k24oADGO0pZhEWp3l5APccDBaAbXFWBBx9Ee6gcDwTPxoelB2P0hDIUFVFAvHYt8IOti3H77cCieN5wyRKsWgXc9m1anPb5gML+7+KIjlLcHP4pqrg0p7p6sPPxF5CBm5gplZHyvUAAFT9egkL/TnxUcTgOff9pKH97CIdcXY/dVZSNkZEsiPPPp8522zYKMDnFONVcdBGd2KIiypLad1/jJTVgyCRriCjVCxKlnnlmsF5cJGVbH2cC0WC7pYWux5NPJpyeyH9+xx0U89TVUbZjQwO93Cuv0KWOKkqxuRwA3H03ukpq8VHhIrQ6a+g5DvzFN4wTM/97wIJ/XU0NBaw/+AGVEyxbRgGnFbVEvzvZPvuQwf4XX1CDue46Wpky+Nvg8fRzQv3CnDl0XT/5JIF/HkqmM6US3XmPKS4mjaavb6golRJRw+sFHniAzAFHj6ZMt6OOot9ZaKu8ch/3qmC09AD+/be/TV/bttHk/aWXaBx65hn6GjuWMk2OO26oB99f/gJnSQH6HGVwd7YCTmekgJbCUiVR6NxZNgsTAYxo+tzUB016SsUmqigVDGJk2ybsBbC7QhOl9LtsJcVA+3R4PCh7gsaEklAX1DFjgG5QlvL3v6/9vddLnUpdHc16Pxcy5aqrSbxfvDiydMvKPRAHljOlxAnkggW0uYDbTQNHsjvBRiHRTCmnk7SR3bvpi2POTJGSDDwWpfbdN6F/j8iUMhL0n36aVqbXrSMRtL2dyvYZqzvz+f2UlbpxI62k3HqrJd/Uri7tPHETT+nCz549dIN3dVFW7yWXaL+LEfhwv/D//h9tPHnffTSM1NaS5cqzzyaYQCDGOXv30otv3KgFjTngJ2QoSqmqNj9YuBC9L9O33AYNxy+jvmz+fNrZ85JLKPPK69V2u00H//43xQoVFQn78sUD97PHNXpx4Bf1wO+WAnPmoP/kc3Do3ucQ/vAuAJdEfY3hTi5MJYc1jzwCzJ5Ng5fpjlIWYEVaVWkiUsYvcuONUDdtxvbATKwvm4/J+5UNxrylpTTh2raNFpK/+lXrQv2qVTRPbW+neQmJXJV42X8SPmm7B/t2fIGqa66hFx3ocP/7hgf4XBuvxPK9lIlSRjPwiy6C65N1aHFW4J2Ri3FwWIHL48ErdwKLP6eAqq8vA4MBm57ffDMd59FH06Q/GfSfd/lyCnBra8kv4MsvadAzalgGDU0voPT0gAYKp1PzCxNmyzklSgH0mTdvpm2tb76ZVmdEg+YEXq6xkU57U1NkbLF6Nf1NVFGKJ8bTpwOTJ6OzrRMflxyGI7cJAeGiRUllaBj53wNx7AY9fjwJUT/+MXmL/epXFLxauej8hrfdRj4WvMnCD35A94LR34bDybUrXln+/HPqYJLsXDItSiXqJ8WIx8vHzDtBpiRTKhymyfKLL1IwxzWGFifGCWdKWTCZHmTSJPJPOf98Kjt+8UUq5du1i27ShgZg//2BAw8kc/1Nm4D//hfFHY1QUIoXJ16I6R4Pep+hlxM9RVIBC3L9/cCO4ulQoaC4r5XEcoMZtCzfi01UUWrLFriUIHqd5WhyajWxKc2UEtpneTnNhUOKC0XhProBW1spm2DBAhp/HnyQGhbHAC4XcPjhVNp80EHGwVg894AFLGdKiRNIn4/iAS7DVpS0ldokKkoB1C2xKLX//qk9rlgk3a7a2ujAFYUmCAkg9jGGAsCkSSTaf+c71EfeeScpL3ffTSKOlcW6UIhigQ8/pLZ8881DNjgyg7OkKiroC0ixKOVyUQDb20viwze/SYsSFgIfcV5y+un0M1tr+v0UuiSsH3k89EF//nO6LhMmUHlvDghSgNa/Rixgb9lCF7SwENh//8Fxk+elhuK3WV921FEUUF99Ne0wOmKEVmXCJLIbmJ6WFi0L8KKL4k/HTIBAgASpxY31WH3gUkwf2PBn9z5Ho6j9FRzyvz8C3rKcaQvpIFemksMS7hu5PMV0RykLFBTQl99PA3lZ6YA6tX07eoMuQAV6Ju/HuxajuZnGO0WhgGT1auoXp06l1yks1L7456Ii+t7tpoWV5mbqT10uilFKS4GS/auw6a05qPB3ouLv/4Tj1VeBa68FPB70raRj5Zg7HNayalOWtqifga9bR6VCxcXoCo1Cn6scwSAd84tjPOjspO2gM2ZivHgx8NxzlMVx993AL3+Z3OuJnzcUIj+V2lqKwthvYtEiyw3LMFOqtJRW69ato5KCk08e/L3eENL2tLVReqCiULS2d2/SA8Bll9HiYHFxZLajJaNz/uMHHgBaWqCGq1EV2ItD9jwP9aqlUFIwOImLczt20IY4O3fGmSA2fToFCj/9KdX8L19OQZUVFfuoo6jESlXp5v/gA3OhaOBggtvox4Ta1dixVHrY0UFZWfvsk8CLaOSaKCVm4XCmVFkZ9bUpEaWWLAGeeoqEntmzIzN7LDQm7msz4p/gcJCoPn8+tcFVq2gi9v77JLACJBbccQegqnBWjcIT43+IVyo8uERNQkCLASca+nxAp6MQe4omY6pzCwmpUpRKiKii1IYNcDiAHcUzqSR9gFQuqojrQxUVpH++OsGDn50FdF59PcLtjai68UYS5z//nMbpmhoKuk44ATj2WOq3MojlTClx8ldYSAsLX3xBG9qkcQLFolQi88W6OhpqsmF2nnS74iypSZO0mX2cRJTvmU3ey8spg/TOO4G//IVWyV9/ndpmrOBAVWk1e9Uq+qC//W1c5U8sSlVXp6lEno/92msp8LnvPmq3FgIf/e57551Ha3GBAB1r0k2+v58mQKpKwdgxxyT5gpnDMK7l0r1584CCgsG4I6anlBknn0zt8vHHaSfHykrgyCPpd5ZXU2Pwl79QUDd7NvW/GcDvp/nmC7VLsWGiB0sAQFGw/pBzMfH9T1HqbjbZrSx/yMpUcvPmzXjssccwdepUbN68GRdddBGqqqqycShZo+GBMF66dR2+u18Tpr/fivd3jcQhU2oQPmcu6v8K9L+1DgdNaUHx2BEAgL5dbSidOAozTpkLh0ubCIaDYWx8fB16vmzBpLZR2Fg8F91tIeDn36Naot5eFIUVTMMX+Onm76HB93M8sTeyUI83Unn1VUMv6yF0ddGY6XJR6R5AY9ukSfTcnpp9Ed7xNj7pm4qCXQ7M2LwVjmAQfT0O1O1Zh44nWjB27yjsGrkfdj//MWZ82YLSqlEIB+cCwODnifbZxc8d8TuPB+FgGBtu+Dea7vwIaGxEjb8WM4v8eLTih/hEmYsPbn0ZI2eMQl/XfvhImYsyfwvqXv4Q4cXm59bK+4vHbnStANAE7kc/oqWWV18lf4b584ecY7P3HvL8mWfDASD813psbB6BntBcFPcA+LAfffMXo7RwLh1bMIyN/2tFz56XUTpxFKadvB82PfXxkNfv7Q6jbs86lPla0F04Cr3dcwE4gIULEf5wHTY2/A/dn5XAt7sVhXUj0VFQA4TnwqkAGx6Jfd0SObdmxxo3qgrcdBPCn67HxuA09AQKULqtFzN+ewMc115j6ZwbfbZ//RM4tnodKgIt6Nw+Avd8D1g4rQ2VW0YB4bnw+y202S82YeOtT6OpP4ha1zt4ueI4uF1zMScYtnxPRHsPj4d+98CP1+HNQAtKJozCuT+bi7PP1K5bzHO7//5Ucvfzn5PgWV5ObXlAlDB8b6eC8JLzsLFvInoKR6DUXYkZDz0Mx3lLol7nTvcoILgfahs/xppbYreDIe89ew4cb/8P4XUfY+M6H7q3NA222bIpNUPu12jndTBg7gmbnquE+wMDeBIlmpxb7g9OmYviYgcQDmPnc+vQvqkFdbtHYFQA8O1uQ2EwRf3s+vUIh4GNHbXovnFFXOe2ZxT1KXxe09LPGlFUBHzta/TV3EzlVC++SJ9jSwF6HGUoLq7BS9VnA/4wPqhfh/YXW1C3ZxSKCuiYrfRNVs5tcTGAcBhF69eh1NeCzaGJOEzZAmzYgPDBX8HGx9dFtNneUupng/7I+zVW35ixc2tAPG3WSj+rPzb9Z+/vpWvkchjcpxs2wOUEthXNQPC9D/H+jXRuW9SRqNtTA/eEuQgHk+xnHQ7U19Pvqnesw4wvW1A0bhQeDJ2NPeV9+L8d92Pzc7tRqvgxY/okOM5bQpOhGTPiNtdN1bnFqFGD7Wr9P9ehd7vF/mB3HUr3NGPGx5/CsWhRxO+S6Wv1n61o/SigfC7KyuJvs9x/xiNKpeq8dm6j8+qA9fs14j02foAZYcAxZ07C57Wwiu4HUegx/hwu4Ec/Qnj8RGz0XI+erUUoDZdjxplnU9xo1h/cfz9l5SsKLa4eeGBc57apjI5vZFUYff+j+0UpovEp3v7AtE15PAjvasTG3/wDPTe+hNLxIzBj2blwDKhKZuc2FJgLhIHeN9dhzecteOeLETiiDKgItaFz1yg0PDAXS85LsJ89sAy4+x5s7J+EHmc5Sn1dmHHWOXCsfClhFTOe+yLZMczloOvm9wvve9f/UNpUhRkHzIcDGJxHdDzehDefa0VXAfWz/hGR/WzUe+K++2hzrueex8azfoOeUz0o9bdjxidPwnH+0sG5XkJj2Lp1NP7HMDdP9Rjm7wfWOQ5Ama8FxZ+twWcP0++37RqJcNFsjClfDzidUdvTcEdR1czvTbFgwQK8//77AEiguvrqq/Hoo4/G/L/Ozk5UVlaio6MDFZzvmYOsvWMVWq+9DdM712Ck2gwXggjCjXbnKDSVTEIgAIwINKFc7UBJuBsKgB5HOXqcFdg7ajaKf34l5pVtwtqXm9G3cjVGt6yHW/WhL1yIL5yzMHlkJ+a0rIYaCqG/vAYOvw+dPjf8aiHaHCNxVcmdWF+zCJWVJNZzmcell1Idvs9Hiq7PZ/y1bRvwxhvazsCcue1yAV8rWoUf7fop9g+vQxBONKMGex1j0F8zAX1tPkwLbECRwweEQnAjgJDiQkh1wu8oQk9pDRQA5f1NKA2Zf3YA6PvdbYOfO6AURvxOveYaTOv6AIWgtB8/CrHTNREt6ihUh5tQ5PDBgRCcoQACcCOkOBFyFKK5ZuDcXrYIa+9YFfU99L/rLNKOXf/38y4zcOv6858ppXjiRNpdRxiMzN67//BjUbR6pfHzzz+B0T1bUYoelKBn4LxVoMdZMeTYHGoILjWAoOJGWHFGvI7y8krUta+HGz4EUIitxbMx5qYrgb170HfjnzAhsBlVaBtss22OUfhSmQRFAcYo0a8bn4d4zq3ZsZqe12g8/jjWXnIP+pq6MNrRDLfqRyDspPY5/zAU7dgU9ZwbfbZWZw38AWA0tPsVAHqUcnQpFdjonI32C67EvnOit9m+n1+PCZ0fowrtQ/oDK/eE1TY7onE9CuCDXylEX1mcbZZ59VXg+uvp5j/7bOD8883bbOlIFG3+DKPVvXA7wwjAhb2OWvQfcAiKtn9hep2VcAjOMN2fissZtR0Y9gclk9DvLkNRfzsm9G1EVWhoP2v1vDY1AVcftgqnfnkbZqtp6g8EliyhPvaWW6iKJ97+4L2qYzF100rMVNejNNiBMlCb7Aa1yd6yFPSzf3sIfWs+w4TQVlSFW+I6t9vLZuPBUVdi9CmL8N3xae5nY7D29v+i75rfYHT3FrgRQEBxo1mpRlApwBhHE1whH3xqIXaUz4bjuMjzbdQmxeOLdm6bmwHfDbdhepDux4DqRrNrDHxT90FR515MaFoT0Wa5nwWAWkf0fjxjY1i085rIGBaln7Uyhm0tno3/FhyLI/0rMalP95mn1KFv+150NvZhn+DHGAnt3LZgFHa6JqGkOPl+9u23gfGP0HXlMbTZUQO3Gxjl2wW3Sm1s7+j9UHztTxJrsyk+t43hmsF2Zbk/CPUjoDqxt3gSim+6bvB3+nab7BjWFyrEF67ZGPHbK1FSEl+bbZq9CL/7HXDAAcAf/pDZ89qlVGAvauByAdXh2PdrxLlVfRSXOOvQf/AiFG36NKHzurNiNupHXImiry3CXXdZiLuu/S1Gd2ykfhBuOrfuAuP+YEwj7Z4LUF3biSfGfW63lczG6+5jsah/JSb3r4cjRM+3jo6vP7DUZhvXDXyuAuyt3T/id0bndodzEkIhYLTSFDGG9g5c288ds7Hj9Ctx0UPx9rMF6AyXQgmFUK50w+0IIxB2YC9Go/jg/THvrXtjN1QL59bsvtC35UTGsG0ls/FQzZWYOxf4ypu3YXTLZ3AH+xCAG3ur56D/yOPhe24l9ulbg1G6fnaHcxJKS2LPRQb7g9tfR99Pf4nRvu0D43MB9lZMR/FvrzU4txbHsFCIyvU2b6akAJOdUdMxhoXDQFlvE8rUDpRD+32nUoHNylSUjCxGxSg3+lr6MLptQ0piHLtgVb/JuCi1efNmnHbaaYOiFACMGDECbW1tMf93OIhSa+9YhaKf/gBVvkaUqZ1wIowgnHAiBECFC2GEoWCvsw4jQi1wgfKqg3Ch0T0RheF+9LorsXv/Y1H33nMoUXrRUTQGAVcR1N4+VAd3YwTa4YCKrUWzUR5qR2WwFS0YiS/VCZiMLfjMNQ83H/Yk4HBAVWkCdMABlClppRrnww/JH7GigjKL+/tpU625HatwU99lqEYLKtAB1eHCDudEVAd2owJd6EQFdigTUeL2Y6J/Iwrghx8F2IKpcDtDmBzaBABRP3tIoXxapxpER+FoBFxFcAf7UelrQkhxoiDch1HhJqhQ4AeVCBWiH26EEIILX2A61IICTBLe/wtlJlRXAUaFm+jcfv0C1D17P0oC7YbvoX//8v4mTPDTsW93T0NXcc3g3/e6K9F/y+1DO5Pubtpdor2dsqbOOCOifejfu6ZvOyrUdnQqlWgqnjj0eVSgC2WoRSNcCA6etzZnNUaHdg8eW9BRgAk+7bNvL5yJoLNg8HU6lErsUCbCpxShUO1Htdo0uIpQHO5BGboSbrP9t9wOAIafz+jcukI+w2ONel7N2LQJa796CYr2bEWJ0oeO4loEnIVw93agJrQHFehEJyrRVGJwbpVKdLlHoNa/PeKztSrVGKPuNmyzAbiwU5mIIrUfqtMJRTFvswBQHOxCGbrgQBghOOEcuIaW+wMLbdYRCqJRHY1+FKEaTZiGONusyDPPUOo+gLVTTkbRPxqGttnebQPntQJNheMRKCzVPU/nW3+dm5xjURPaZfqz2A7M+oOavi9RoXagF8UoQn9SbdbnozZbobajuyRN/cEAqko2LT4f8Le/Ac3/Tqw/6EAlOp0jMDa0PaJNtqAadTBus/H0swgFUaz2JdQfFIT60a5WYvXsC3DMljT3s1FYe8cqFF3xfZQEOtBRUINAURnKe/ZgQmgLAOBL1zS0OmvgDPRjfHg7KqGdb6O+yaX6Bo/PyrlFMIgWx2j0K0UoCvdivLodFeiM2Waj9eN8LjIyhkU7r4mMYSb9rNUxbFTvdlSB2n6z0I9X+poQClGYW4h+VCCJuMtKPxsOYk94NPr0/SwmostZCbcaQCU60FswIrE2m6ZzG1d/4CiAu7cTleF2hFxUz1Mc6k4uptWfW2cRQj39qA43AS6DNivcq0ParKMUjcd78OvuqzBmDPDPf2b2vIqxQaz71bCv7W5HTXiPpf4gVj/70MG34+yzY8Rd4TCc4QA63NUIhB0oD7VjArYbn1tnGfonzsS88a3k23fmmQmdW/F+3Vs0EV3+IhQp1NemtM2GA+hQyxFQXXAjiEpHF0IOt6U224g6jMLQ13eH+tGhVmLNQRfg0I/i6Ge7d2NCeFvkefX3oLJ/L3pRgv4TT8G8Z2+I3lhjnFuzvlzflhMdw9yhfgTDChwK4HKE0eEehYAfcCsB1ISbUKG2D7ZZLZ5NcgwLlSEAF9wIoNLRPXj9EhrDHn+cyvXLyynIMtAS0tnP7kYdqnVtaqeD2iygAgrghIqO4jER7SmRGMdOWNVvMp4PtnLlSowcOTLiuZEjR2LNmjWZPpSMEw6G0fe721Dib4NTDcKBMPpRhKBSAB8K4UYQDoQQhoLRoUY4EUQ/itGPYjgRxohgM5pLJ6HE347Z7z+MEvSgGTUIwA2ogDvkgwIVJeiDCwGM921CVbgVDgfQ7yiBCgV7MAaz1M8wpWsdenpIkKqspJ3ZrZqcz51LZbhNTTSJKioCZk4P47L+W1GJDmzENARRAIcCoJCO3YUAnAhAVcOoCeyEA2H0oBQOhDEGjRgVakIYjuifvWQiaoK7UBPchebSyQgUlAIOJwIFpQO/24nR4UaE4UA/ihCGC2E4odBehHAghGo0YfTA+3ejFA6oGKvuRL+zVDu3T/wOJYF2k/fQvT8cqArwsTswItgMKAN/XzoJJYEO9N3we4SDOiPQsjLge9+j7x98ENi7V2sf+vd2lcCpBuBCAC41iIB76PNO+FGFdjgRQj+KBs5bCKNDjdqxBZpQ7RfPvYoa/84hr9+nlEJ1ONHnKMUOx0TUhBtRE94NJ7jNFsbfZgMd6Pvtbeg3+nxG59ZVYnys7hjn1QifD+Ff/wZ9zd0oQS+ay6fSeztdCBRWwIkgfXYEjM+tGkBVoEn32UIYozaatlkXwhilNuNLZSJGh6K12V2oCe6EEwGtP4AbPhTF1x9YaLNblcnoc5RCcThQgwTarMhJJwEXXohwGOj72+Mo8bcNbbOD5zWIQFG58HxIO99DrnMYdaHtwv2p/TykHZj1B64SONUgXPCjDN2J97MDbTZ8y22oUNux3TEZfnea+oMBOjpIkFIUoHpkGH3X/tb43A7eryZtFgGMDFGb7RtskyHUwbzNWu9nd6FG3SP0B/Gd290Fk1ChtuNbn2WgnzUhHBw4t4EONBdNQKCkkt4j3DJ4fkYEmxCGE30oGWyvLjVo3Df5dgjHZ+3cbndMRq+jFGHFiV6lbOB+idVmo/Tj7gyPYWbnNdExzKSftTqGufkaQXj9glI0F41HDfaiBnvgSrDNxnNeW8omo89ZijDEflbBCLQDZRUIFJWjGTUo8bfF32bTdm7j7A+cbgQchWhWarQxLNmYVnduVYVikO2KSZsNifeq0GbddSgJdKDgvy8D4TD27o3uZZOO86rFBjHuV6NzqyoIoMBif2B+XvcWT0KF2oGjP7QQd4Ub0Vw0HoHSKsBdgCq0a+c20KSd26JxKPG3o29bE8LfOgX47ncTbrP6+zXscKJPSUObRTUCheWAy42AswjNarXlNlsL49dvLZuESrTj+Pfi7GfDrUPPa1EFmgvHoQS96Hvxvwi3dSTeH5j15fq2nMQY1uieiFo0YrTaiGZ3HQJKIeBwCO+htVlfKsYw91gEnMV0bpVCNIdHJj6G7W0m/1aABFUDcSTd/WzdQJvqE87rqDDNFWqwFzXqXjQ7ahBwl2jtKYEYJ1fJeKbUzTffjBUrVmDFihWDz02bNg333HMPjj322Ii/9fl88AnOy52dnZgwYULOZkpteORDuM85A0HFhfH+zXAhCHVAMFEQHsxwCcEB14ByHx7QDRWocEBFp1IJhxpEObrQhQoElAIyaEVo4CuIYlAReb+jFP3OMnSjDDvDdQjCCSUUwgRlB34++j68X3UM9tmHBKlFcYqvvPteR8eAV2fnh7huw+noQAV6UYYZykaUogdQgTJ0QQWgAOhFMUrQhzAUAAoUqFAGfgrBAQUqXAghCCdU4bMrUAf+l9yGu5QKhKCZJTvUICrQDifUIf/LWScABs63ghAcwvur6EI5wooLbrUfpehBD8qosxVwqkGUoxMqgG6lAiG44FSDKEMXwgPSlwIV3Uo5QgN2bTQ5DmLzqIMQLK0aeiJbW6EGAkBREVwuFdNa3kMQLoQUV8T70jlUoUAZfH2nGhDOLf0uJOjMyoAsF4Rz4LNq51n87H0oRjH6Bq9RF7TjdyCISnQOvjf/r/7cim1WHTwGrc2GVQVFoL3g+1Ec8fkAwKUGUAnKluxQRgAqUIH2gVegY3dARYdShSDccKoBuBHAx6OOhK80+vbDamcnCrubsX/wA/hRiHDEuQ2gEu1QQQq9+Pr8vDLQasJwDt6vjoH7LQgnFGDwexXOwXOvQEU3ylCOrsHPFVS0NusK02dWIz6hY/D/xf7AOXhutdfn80FtvwtdKIfPEenIzO8BAB0YgQDccIE/m2PwGnUoVYPH5gzTud0w5kgEyiMXEPS49+zArK53Bspg3YNZda6wn7IlxfOquOEKBwauKz3fjTKUonvwOjsQggshBAY+q/5n8XNDRUSbCQ70By6V3oNX5gK686bvZ/W/59dXVcqsUAD0oRghuCKsB/RtNgj34HsPObfglb2BdjvySPhKh57bQBBoa6UFgnHFrdiv9XUE4KJzO9D2tPeIbLORz9Owrm+zfC4VIOK8ip+9G2Uoi9FmMXBniK9v+dyiCg6IbbYIEKIQ18C9p51X18BzHQM9GITzqvWzdF6PgK9EOK+K4bco7KFz60fBYF9k+B6oggoVVehAGFqbLUP3wB2uDIzN4YHzrY1hAd04pD+37RgxePwuBFCFDqgRbVb7X+28OqEMXluH8P7UzwYVN9zh/sFz63dEusk7w9q57Ry4J+m5yM/NrwVQ5k8BAlg/ehECZSb9wcDJdXe1YvbeVfDDjbBD6GcH34POIb9+5PORn4uOJTx4LgEl4jyLn70bpShDz5DXp/f2oxId0NqsQ2izquW4S1FDqEAnulABv6I7r2KbRdVgP1tldF7hBqDCodJ5/WTkosg2a0JhTyv2bVsFPwoMxjDduR0cw6ydW+4PjD47nVsqX+oU+jKKOwNpPbdhle+N9oj3dxrcq/S5XYPxsBsBvOVehA7nSIwerZlWR7jHKEBBVytmNa1CAAUICW2WxqqhbTby+cTbbKdSCVVF5P040Dbo83UO9gd83ugdjM+rWdxViD4oUOBDkWHcVaF7f3ou2rkNwo0gPht1OPwGY5h4ggt7WjG7eTWdW+G9tffQzm1A5dhk6LnVYs7wYDsFtDar/+w9KEUpt1lUIugoGPQZcSGICl2bTSSmVQbjrgr4dXMF/nyD76/wee00Pq/g2CCIT4vmw1c9buh51VHY04Y5basHYi9tDDN6D6jqwPN0vun89AzOw2Ayhhl99oj+AJXCGBZEha7NGs3D9GOY9v7a+ShQ+wfmuOXwo3Dg8iiAqgrXj9usy8K5pfhgffGB8IddgMsNjBwJKLr+AEBBTxtmtbyBANxD+lnxHHYqlYPzMO35xNvskPOquAAoaCusRW/RSLj9PSgJdCLw0D8x6/QDYrYPu2E1U8o2e2a1t7cPeW758uW47rrrMn8waaLnyxbUqD74He4BzZSlDJ7EEtywFWEYIjlFRYHqG/gdDdZiMB+CA30ogxsBKAC2YAo6lFHUFytAUSFQovYj5C/Aty4YhZ+eSllPVjOkRBYtAm6/nXZ6X78eCO1tQQH8CDqLUVIE9PgqUBrqgQsBKFDBgocbQeFzOwY/Fws6ivDZofvs9L/0e7caiJwgDryP9r8Y+F4d6PL41dTB58XXdiGA0MC5pyMLRYhZ/B4sa7nUAKBo78uHokAd/B2/vhNBFPS0De5UF4ECKKEA0BNAoaMfTgQH0oi19448hwOvPxCY0POK7vxxm+K3COP/s/fl8W1U1/dnZC1esjjxEmcPgYSwJQHC2rK0hJ22UKALi5KwdwcKpbT0W6BQSulefm2hQByFUiBQCgVaSij7DoGELSEkZI8TJ47jXbKk+f1xdT1PoxlpRpqRRvY7n48/smRZmnnz5r37zjv3XDU10fD70s89DvEa+VP9R007Z/7fpPD52nn7YH7dgmoUcfgRQAyAQpOIQdvycYXUvoHPTA70FfqskNqHCoWkwEHEUNe9Ab2JToOGTSEeB/r6UJXoQhD9qYkgvW3pe+io+fPF17lPqGn3K/cT+k/+XRXO3QcVIUTTzotkzOnnrKR9vnbNxLY1+nxuDz4eGg/Sp9i0dkVfipjoH2hb/t/0Y6O2HbF7A3qjWdoWQFX/rlS7KvCridTtpaS+Q7t6/PkZ7Y1o2nXmY+Vz1T83Ou+BtlUSaddUzfhf43HWrF3j8COY6rP9qT6raLdXRp9N7ze6tlXS27auZwN6k5ltG+8HqhNAhQqM7tmFIGJ0H6piv4nn7LPpfUrrs3y+fBKG526hz8Lw8621bRA2+qzahwolYDjO8t/S23UjepO5q9dU9e1CAP1Iwgc/tH6j/w7xWDl85/bh5+L4qApzWM62RR8qmEgV2lX/v0rauKD/LqFd1WhqQRy31Lba+w3OO/U3PvYAYhjRsQm9sW4L7RqjI1aNxjpqM6Pvzjwv6NrSZ3ruIcQMP1/ftpmfn2fchSztiigqsrWrwu2aRAD9GNWzGb3J3KU9xT4Lw3lEOHfFXtuKCyj9uXPbQvhs/rt/ICZzoW1VLQbRf795n9XaJYB+jE1sRpXag6pdGimVrV0rithntfPWta2a3q76djNrV6O4qx9+BFNtGoc/bSwXz9G4bWmyy2xbldKouregN5G9XF5a2+bos0qWtmUYrQ8Mz13ss4jBp2ptadRntc+33raA1fEgBp/K47K2fW08HsRQG92G3l1x8wrFhm2bPtbp7wv+faC9hfFSPC/9HGapbQe+O7PPitfIbA7Ttyv1wUSqbeOpz1D4n+FXbcxhijiH9WNE33b0VgwDglVAp67UeJZ21bct99l4lnGWkX+fpffQI9Cf9MGf6EP7hp2Gxz1YUHRSqra2Fm1tbWmvtbW1GVbfu/baa3HllVcOPGelVLmiZlId+pUQfKqKJHxIIIRkij31IYFK9AJQEUMAIfQjhtCAGoj2pBPYGpoCf6IP4+PrscM/Ft3JKiCpIqn4SA6oBrE/3scwdCGqBgdMyAN+IOBXUdfXihXB2Rh1zEzMnl3Y+Rx1FPCZz1Ahg08eqkPy1hBGBPvQH6hBt38MNsZHItjfhUmxT5CEAh9UbMUYjMU2JOBDEhUDAwpAubU+JFGJKO3qgNU6dO7b/OPRFKc89y2hqYj5qweOJRDvxpToSgQQR1RoNx8SaSogZqjj8KdynemzN1RMRbKyBjXRnZgQX4ftgfHoDqYrcILxbkyOrgIAbA5NRcxfg2C8G5Oiq5FIXccKJLA5NBVRf03qf3pQlehCy3d+jvqj9x34rLRiD489BrzyCrYla1G1qhs9/uHoF84tlPoObsPNGI8oQgghiknYgCSUgQk/jsBAn/IjNtCWKnxCOwdSbU9qn63+CRgb3zTw+euUqYgFapCIA1VqN6apq8DEVhz+tD7LqrwYggghhhhCAzupfN1aQlOgAhjW3wYFQGdgNMlxBxoDCPb3YGLsE6hQ0RKaDKjA+NgaJFNXiI+1JTQZMX81AvFeVMW70PXtH6Lp6L2NO+judjKU7+3F9rGfx85nH0BfxTD0+7XvDsR7MD66Bmrq3FuUJvRXjUQg1oXx8fVg9Y6SCuq0tu2HD1HEEAIRRtG0+9WHBHxIYCvGYQI20XkFJ6f12WCczhkp6ov7ZHrbquhHAEHdeMCf3xKcDH+iD+MSG7DTPxZdwVG6PtuDSal23RKYjM5ENaqSPdgDa9KuY0twMqKpYwvGe1GZ6ELrhdei7kiTtk2h9ZVVqPnLNehLBhFTU0qpigoE492p86bgi889GO/B+Niagde3+8ehMb554DqL7RpPqQ0qhbYdOO9UHxH7DLdtsJ++g4jBzHartNKuoclQoWB4P81VbRiNXlQhFNJIfH2fjfmrB747rW2FYwvEe1EZ70LXd69F09EzMoq+/O9/wFNPUUHOY5pWYsdvrkGfrwb9CR+Y1Q4ihvFi22Z8N40HCohMSw6o+bS2BJDWruK5b/ePQ1Nc67NRXZ+dpOuzVucw/vzNFdRnJ2EDdvjHoieU2WcnRj+BCmjnlrpPte9KZrZrohs9l/8ITcfMyOinej14y/MrsePX16CvomZgPODv0MbyJDb5JkNVgT3UNanxERl9ljcwaH7xQ0nNYZnnnhTaFtioTEavQsdfpfZgDzVXn6Vx1pcK8Lnt+bNbQpMRrahGTawN4+LUtt2m4wEG3h+M92BCLL1ttwbT27Yq0Y2dl/4I9Z+ZkdGW4vMdr6xEzf+7Br1Cu/L3TohpbbhVGA8mDPTZ9POia6D1WRW+tHYWz127JvT5fG4AEOzrwKTkOnCf7YcfmnpPnMOM+mwydQ9PQYUYd4VGp/4fqTbqwcToagDAFv8UJELVCMR7MCG6ZkBdzHNhep/tQtf3fowxQp8VhwRxfNj2/Ers+NUPMuYw7d5IzWGp7xBfr0gt8ozaNpqawzL7bHJgPBgT3wQAacePRByBaCcmqhtSiyx7bWsa06baNpEA+mNANXqwR5LadmtoCmJCn2VleAUS2IomUllVViGQ7ENVvAtPzL4O7/bNwOmnmxeH2/HSStT88Wr0GrSr1mdVbA1OMeiz1K7ieYvtqqbmNPE94nkDGOg3LaEpNNZG+xBM9GGCuiF1HWK6drPYrsEpiPYrGKXuhM+nUNzlT1dSB4V+u1XoN1q/TbWtbzzN7wACFQlUoQ8d3/0JGo7S+q1Rzs32F1ai5rdXodeva9v+zLbdHa9GldqDqWpm24pxl9Ecpo85xT7L1w3xOBCPI6BEMSmxLq3PGse0WtvqPz+tzwbGojuYrhgT27XFPxHRhA9BNYoJ2JSaX5SBz0kbZ/s70D1hb4wdowJXXAnU15u2b8tzK7HjtqvS+m3QYMzhfjZBGCNovNySsQ7j9uZ1mNG5b6sYh7GJVNv6JyIW9wGKgiBimKBuBM1hMcN1GLWrNof1D4zjybT2qI62Udv6mtBdlb4OC/T3YFJsNQAVWzEWMV8lAv4kJsbS5+6Mto3tRvv4fdE4dzZw5pmZnTWF7S98hJrfZPbZQH8PJop9NvX54utW+2xUN85WpNYK47GJzksZR+q7QACJUA0QiyEQ60ZcCaBmUvbMkHJH0UmpuXPn4o477sh4fc6cORmvhUIhhEKhjNfLFdPOnIk3Lp+B8dvfRQ+qUYMu9IMWcglVQQgKeNe5HwEoUAcmhhD60aMMQ1eoHvVd69Dmq0dFPIoYhtMW0LBh8PX2IxSLog8hVCCJsYGd2FnhQ0ypRLWvD7V9rej0jUSk7kpc3eCMnZjPRybpM/efiTfunoHxrcuxw18N+BTEA5WIV4TQHduKkWjHbozAdmUsRqhdqEEX4qhAAHF0YjgUICW3TaIfpCTrT517IHXuu6rGo6FzCwCFAhefFrH1+0KIR/0pkbOaGl6Jn0+gApwq2YGRA99Fu0gJdGEYdlfUoapCRSAZQ5uvDoFkP+IVobTviPuCSERpQulJfT+dXw1q1FR1DmU4eirrKLJMqqjpa8Hmxtk4+ucnmZf0POYCIPwckjtX4Y3N0zC+62PsCI0a+O6eihC6ozVktIuR6EE1oCjoUQLoTtak2nYkoCioUbsGJKtKauFNOxlJdGM4VAWp91QggAR6lGHYXT0eIzp2pT6nFu2+OgQrgFgS6EsEUwM9eavQdfMPtK060GPVgT6b1F23zlA96rvXY33DoVAUYFzrcnSF6tPaNuqrRjz2KQAFnSGqBtTdvw01aldKpZKkinaVjYCqYnjfDmxqPBCH3vIV43ZNJikvtaYdOGhvjPvdz/DGHqswvnU5OoXv7quoQXd0W6ptR6BTHQ70quhThqEbwzLatn9A2aCdr3jufL/60Y9uDMdmZQKa1K10XpUN6edcwefsS7Vtd8qcX0ECCiqhaYeMPr9HGY7OyoaB8cCnJhDz16R9R6xCa9fdgQb0qQp6UIOG5DatoowyHJ1VjQN9dkR0BzY3HojP/O7snGVok1+ZiTce/jvGty5HF0ZQuyeAGIYPtF8Hagc+P+qvQXds28DrbdUTUdO5W7jOYlsqCOie+5FMnXcjkEym95nUeUcr+Dt2oR9+rd1042zWdg01oL57Pdal+uyYbcuxU6mHWqGgwm/SZ30KfXeq3w60baXWtsP7qG0Pvdm4bbd/BGyuB447Fjjw/APwxj2LMX7HCnT5GoHUrl9UDaW3berztfNuRztGQoEyMMcoFvtsjzIcbVUTUN9p3Gdjviqhz9bYmsP483dVNGBsYh3alHpUqAlEK2oyx4KoQbvGcrXrbBz6s7MslU4ee/z+eGPRfdRvU+OB/ju6MBxtFY1IJlQ0qtn6bPrYat62w9LadqevYYB16EUNGuO5+iyN6V0YDqS+i7+/Rxk2MDaO6Gul+CDHeMBtG/Nn9tmujPFgNo74Ve62TZ65P954kNq1u1IbZ2O6+54/X3w91zirIJHWzuK5t1VPRE3H7oE5bKBvqECsl1PYfehJpUhEU30WqjiHmfXZ1BzGcZeaQKyiWtdnq5CIrgWgoKea+1M1umMtA+3aDRqvtT7bSn32pjOt9dm5++GN5r+l+mydMN5VozvaIowHDanxQHs9W9v6so4H6X1WnDtRkUQ0qmTEB1bb1jCmFdq2H0DUB0SVKkxKUtvyvRrzV6O7v2XgfuvBMLovoAB9SYxQOrF5zIEIfu3L2PaED917AHubrEOnfWlfvHH/vak+Wyf0Wbp+Wp9tSPVZ7XWxXaOG7RpP67NR+BFKxV1dlQ1AMjnQbzpD9dQ3oipiShDd6jDD8cByu1bWY1RsPd7xH4r6OmD8juXoFvoNQOM5f/9A26b121TbJinmRCiEEf0U0x568xk5++2Uk/fBG/cuprbV9dmuWEvK6Jzatrcb6E1WY4ya2bZMjCgmc5g+5hT7bBePQ74EkOxFLGkU01KfTZq0rf7z0/psMnM8ENu1E8MBxBFDcCBtDkiNs8J4MKKvFZsbD8KhX5oM33vLgRfup3QUv/Eyfezn98EbC9PbNqYbcwa+Q1XTxghxDqMshoTpHKY/9x3BCWjsTbVtooqO3+dDTK1Et1oz0GdpHebLaFcFqm4t4h9Yi/Cxjkhup7ZVksZtG1sLAOhShtMYH1Ozt23vNmz2T8GhM2Pw/fY7gIEIZqDPnjQDbyzO7LPctgPjQerzxdet9lkfVMRS2scA+sliZ2CtQBYBgAIkfEB/AojGMBId1D/OnGl67IMBRTc6nzp1atrztWvXYs6cOYZKqcEGn9+Hqh9/Hz3BWiSUAJLwIYQ++NUYQoimdrF8xGRXNCEBPyrRi0r0IgEf2v20uO8J1mJlw1HoQTXqsQOBoAKoSQSUfjRhG3agEbdW/hRrhs/CSHRgbHITahIdWD1sNq4b+Uf0HHwUZjrcrwfOLTAS9d3rEYh1A8kEAvGe1D5yAHEEEfQlsNM/Bkn4UIMeqPBhG5qws6IhtTMHbFcajc+9ZwNa/ePQ6h+b/h2x7tTfxmO7rynF8vfBBzLWYyllEhXYiQZsD45HEr6UB4WCLcp4VCa6tbb98o8zz2PgO3TfjyTaA3zsSbT76wE19f7u9egJjETVj67MPnmnTM99PqBqXC16/CMy21AJpNqQ0+CAAGIDbZtQgmgPNOjarQLbK5q0Yws0YGfq3GvQDRUKWoPjdZ8fQJXaTTsbyW5MUjegtWIcWn1NSKQovxCi8COGEPqs99nASFRd931UGvURo7aN9xgfa7/Fdv3734Hly8mF/7rr4KsMmvdPPnclSG2rJhFI9iGh+C22rfG5t1XUY5K6AS2+LH22YhxalTFIpNqxEn0IpBRutsYDC312TN96VCW74UMSO1BgnzW677ETATU2MBZp7RpAoN+ovQMG19mHrRUThftTe57RD8zGg4HvCKILw/IfZ4U+2+UbiYnJ9Qj2uzsetLTQ49gxSfj+/jdUja5Cj1KD+uQ2BNAPqGrafW/atghip4/6bFXq3OKowFZk77OWxlk0olVpMpzD+nO07U5fPcb1r0eHUotnjyzyOGvWb02+Y6dSD0VNoAo9iGftswpaQxOE/7XWthMTqfsxmUA1rPbZLON4fwnnsGztanTfG/TZQuewfhh8fqwT9ep26rP+8SmVsL0+a3ecNWvX3QEX+qxjbauiBeZ9dptvHLb59ONsL+rVVmrbirGFx7S6tlWSFIOMj+dqWxXtqAWG1SCg9KNe3Y4etRJVR8zGhKZ42rharHZtgYU+azSHRTvpO5SYMB4Mz7tdO3wj8Y8p34d6pcW4y6xtQdXV6vtbnBkP+rX7NZFqW19qrLXTZ23NYYqKQLIP9cltFHf5x+Xus74CxoOKcWhVGlEf34qAGgV8CtoxKvs4++Mr4bvuR7QmWLmSiiDZaVuzsTxn3GV9DhsT3YCtGIftaES92oqA0g/UVCPgT6bikiB59JqOs07NYeNQ72ujtk31U+O2XYce1KBqcgN8l1yUlZAqxji7NTXOVolxkUJrhe2pflmv7EQg2QfE+xHo60A9WtETHGVrvihXFN3oHCAi6o477sAhhxyCN998E9dee60lUsqqUZbXsfz2F9F7868xsXUZalMlN+MIoL2iDq3Vk6EAGN7XiupEB2pSviPdvuHoqRiB7fX7oOrQmZi18gEs75iC3n4/Gnd/Ar8aQz+CWKnsg3fHnoQl6tno8NXiiGEr0KDsRKtah1e7ZmJErQ9//KN9Y3O759a4cyX8agxxJYjt1ZOxY9wB8H3yCfZKrESlLwZfPAbycaKFf9wXQKcyHEoggOGJ3ebn/iNK58z4Dv6bqkK98grsGV+FEChnOIpKbAlNxa7kCIyOtyLki8GnxlGR7E8NJH70I4i2JvqMWd8+yvg8snx/R2XDwHXTv99SCU9VBb73PeC997C88lD0vrsq/bvrZqAvUYHKHVvQiO3wVyQRV/3Y7huLvtmHonLjJ2jcudKw3fTHVqHGUaESaZBQ/APH2veZ4xD/z1JM6l6JkBJDVA1itX8f1J72GQx771X0bm7DxL5PUKvuhB9x6rMYhU3KBFT4VIxGG6rVbtPrxu1gp23NjjVru374IbnwJ5PAD38InHhi9v6ZOvfKp/+Fxo5P4Ff7EYcf231N6Nt7Fip3bc1sW2UYenzD0FHdZHq/dikjsMq3Dz448UqceKJJnz3xGOClF9G7tR0TeldjVFIbD3b56rCjxsJ4YLHPtl33a4zvWIkAaKzorGyA319AnxWw/PYX0XvdTVr7KQFsH7EX+o7/AipfWmrc3sLr+uusJOn+TCgBqBX+rP1A32fSvuPf/8DE7lWoxS6tz1odZ4V2uPH4FzHn+V9jurqSvPNcGg/OOw/oXLcTd+1xMxo2vUNtu2sSej9ci8ZkC51DQsF2ZQz69pmNyratGee9ee/jUPXyUuyVWIlhyY4Bo/0uDEenMgI9NQ1QlNznbtiuNZNRVT8M2Htv9L79YcYc1qbUYYNvMoIBoC6R/vldGI7uihFYG9oH94+7Euf+5SjUf1Tkcdao3+q+Y3eoAb29QH2ydeBeaW3YB/1HZ++z+uPL1bZbr/41pkbpfowrQewcsw/6QiNQuXktJibWoTbZlhYbrAP12SZf9nG8ZHNYjnY1uu+NXs93DvvYvw9eqzkOx6lLMb4j9fnwY7vShKqj5wCnn4GtV/8a+/YtGyjzHkcAO1GHrcHJqAw5M86Wos8W0rYtagOgAg1oRU1CGy/47+ur98Hihitx+OHAzKW67w2MQ9W4UcBxx6H30f/mH9MatG1FgmKQjcP3Qf3NBm2rVqAjUUNjWUUPjY1KANv941CFXsyavBtbp34G3227HmMOnoDbby9eu3ZiBLYrDQgFgdHx3PfrwLm1fgB/Moq4L4TtjfsPfEe+7bqw9kp8POYo/O1vQOs/8ui3/TEM79tB35ua06tuuq7g8YDXKh+OOw5HRakNlbjxWJtrPLA1hyV92F4xDlUXnwvss6/pOmy9QvYAY3x0T5j22WFrsPyZHehd+lJ6u47YC1WhBNDZhd6uOBp9O+BXEtRnoa1zTMeD554DbriB1Gm/+x2yqQiM+q3ZmJMr7rIyh20euQ+W4SAcvusJqKhAo9KauvdordetDIPa2YW9Ex9htG6c3VgxGTVVwIioQ3PYQMwZQxwBdIQaoASD6eddORFVY0Zg1ufqgL/8xbKJshtzWH8/MDLaimFq+jjboY7Aav8+8F9zJZrGpPrstve0WLppZt7zhVdglb8pCSmVLwYLKQVQ2cnVD69A16etiG5tQ2jsaAzbowHTUtK81Q+vQPeGnTThA+jdsgs1k+owre89+JrvocHqppuQPPTwgfe29NfhtqdmYq/pPoTDmgl5LAYEg8i70l6+59a9YScd85kz8ezzPtx0YxJHDluBM4/dife21GF8882o7/gEXRiOqsbhOPDms4Fw2Pzcz5w5wBIbfYfP7wNWr0bytC9i1YYqtI6YCkBFwxmfxd63fw/f+x6w81n6/o5AHSLL9secyvexe+1OJGrr8NfXZ6ax0KbfYfI38brp328Ja9dSmdJkEsmf/wKrN4S0z3rmL/AteQDJSVOw+jt/QPeuGL3e/S58ixchef48rK6Zbdpu+mPb80v7Y82j72cc6w9/kMSGx1fgtCN24qWP6vBRYCb+dmIE4yb46Jx/9Si6ktWIdkYROuoQtHZUIvb2+9g39AkSp52O7j32z3rd8mlbs2M1RE8PcNFFwNatwOc/D1x3HfTGPYbffd+9SN69EKv3Ox3d46ejZkkzpq16HD4fkLzsm1h96Lla2774PHqffgU1J34W0/7wnbS2Fc/9w211uPvNmTjmcz5cf73J9/7fdcCrryJ5yWV4tW1vLPpVK4bF2tAVGo3T5jfgtB/lGA/OtN5n//C7JF67cwWGRXeiK1SHU344E+ecU2CfZUQiWvvtsT9qPn0f0z74J3wXLkDynPMMvyPbdf5oex3uem1/fK7hfZx2RO5+kHHencvgC/qRjPZj9W8fR9fEGYjOmE3j7IYPMe2g4cD8+Zbb9cYbgWefSWL+QStwwDh3xgNVBb536Kv46qe/wCF7dyA4ohLYf3/grbfS7u+aFa9i2ht/g6+9Dckbb8Lq2kPSvmP5ez5ceXkS+8ZXoL9lJ7oCo/CDHwB//vkudAbr8PtnZ6Kuzlqfyjivd5fA99orwLe+heTpXzacw17tnolFi4Cv77cCc/bYiTc+GYUXXwCOmbULx5xRh9/9byZWfuzDzTcDRx5ZgnFWB/137PGlmTjpJKBpu3av/OG5mahvzN5njY4vW9tefGES3a/Sd4yfWYefLJkJ329+heQT/8bqGV9A1x4HpLXrd++aiVgM+MU5KxDosDY2Wm7bte9h2iG1afOvODYimQTmz7fWoM3NgM9nfN/fdy+SsThWDz8o63iQzxz288dnYsMmH3776ySqVqfe9+7LmLbpWfjOPxe46CJ849Ikdr+4Amce04qxwTZ8uG00/reiAbPOn4mrr3ZmnC1FnzUbU6207c8enYnNm4EfnbYCn769E8+9OwrHHAscsucuvPVpHf7+wUwsuJBiyozP3/kafEseAE47DcnvXZFfTGvStv/52068/kkdjrtiJi682KBt7/srpvUsB047DasPOQfdG9u0z7vpRuCxx9ATGIkVn1Thqf2+j5++cFzR2vVfr9ThubaZ+P73gWm9OWKZeyPa/XLGD9D94XrUnHECpv3iwrT7JZ92PfNsH9rbgbvvBqZOtdlvu98FFi0ynNMRDhfUZ1e31eEvr8zEnEN9uPUWev3OW3Zia6wOP7p/JvafaW88sDyHrVqGaaufhO8LpwJXXWW6DvvR/TPR1gZc/+UVGB7L8vmRCLBwYfr8vGM9pj36K/g2rgdCISR/djNW1x9h3q5m48GttwL/+Q/Q2EgXcNgwW/1WbB+rcZeVto3vOxPbj/s6pvWtwLgLTsbqI8Jp//vJ9ffioQfjaJ9yEL76ea1df3NvA7bUzcSDDwJtz1mP7037LMec+34J3e+tpTnM/ylw/fXatVB6MO1fvyEe6vbbgf32y7vPFjrOTjtzJiIR4L+/SsUVgVH40unAtLpd+NMDdVhTMxMLF/kwZQqQvKcZq3/1KLr7g6gJxDDtqi/Bd8F8W8fuNVjmb9Qywu7du1UA6u7du0t9KO5j4UJVXbQo/bWlS1X12GNVdcYMVf3OdzL+5cMP6c9f+xo9TyRU9Z136N/eeYeelwr/+hcd249/TM+feEJVT/3MLnVHsEnt8Neq/ZU1qvqjHxn/86JF1B5WsGCBqtbWqurpp2v/e+yxqrpokXrFFfTrM8/Qxx17LH3lsceq6nHHqWoyWehZOoDbb6cDOu88VY3F6LU1a1R1333puj/1VOb/2GmfHBDb6IIL6Pc339R91/7707F897vqW99dpC6rPVb9x+mLTD+zqLj5Zjror35VVTs7rf2P0EcG0N+vql/+sqpWV9PPZZdRBzF6rwmeeILeeu21Jm9IJlX1tNPoTStXqqtX06/888IL1g7fKn7+c/rcE0+kx1/9yqEPNmsTG22lx8MP079ef32Bx/R//6fdTwUc02235X0q1hCLqR23/FFdVnus+k7tsWryootVdcMG43mgu1tVDzlEVceOVdVzz834qM23LFJv2XuhesIJWl9KJLTrvnVrAcd55pn0Ie+9l/VtCxfSEHHYYZntNn8+vbZsWQHH4TLOOCP9Xuztdf47vv1t7fNvuin14j//SS9cfXXG+085hf60aZPzx+LoPezCeGAFX/saffxHHwkvXnRR2mB65ZX09Omn6c/NzfT8t7915ZDKAvPmpd+Pixap6oEHquoBB1i4XM8/T2+6+GLHj+tnP6OPfvBBNXMcfOUV+uPcuar6m98Yxz+trWrfpd9Vl9Ueqy6rPVbt/8WvVLWvz/HjNMLVV9PhGYVrGeD7orlZVU89lX7/+GNH7pevf50+4v33bf6jy/fwvffSx9xyi/Yax5tvvVXQR2cH9xuOB0zwhS/Q29ats/CZ4vX7619p4qutVdU5c1T17rvN/ydXzN7drarnnEOffcMNHlmgqOqnL21S3679vPpevXHHeuopOuSrrkp/neORguIPhr4ffvqpqn7+89T2Bx1ErycSNC4de6yq/uIXDnxp4fjrX9PjikcfpddPOomeb9miZp6by/NmsWCVvym60bmERfh8wMKF9Hs4TCXufvELSo5PJAADY3gm0ru6tI8otMKeU+hNVY6tShUzqK4GPrPzMWyqmoYxfRtQlWwlmWprK3DHHZq6JbUTgQULcn/JokXAE08ATU2UCgdoOzoLF+KwauAdhNHfrx1PXaqQQSJBxTlyVGF1H34/0NkJbNoEPPAA8LWv0XVvbASGDwc2b878nzx2rcwQTVVJDYXoGgEkPkr7rvZ24Kc/Be69F5Mb3sJfmy5F4uAwznDsKPLE00/Tj6IAP/lJ1p2lNCST1L/EdvT7gYceInXAf/8L3H8/8OKLQEND5ntNwDUaosaVZ4FPP6WbtaoK2GsvRFem/zkWs3b4VsHjwl57AR98QGIyR2DUfoD2nEuA2kCcrEDMPD5zg7/7rrtoTAFoXLn/fsvXTwTfCzxuOIpNm4Abb4TyDlXreXfPMzH7T5fSYGSkTqmuBk49lcbLt98m77RZs+hvkQhGP7oQqrJgoP9UVdFcEAhQX+S2tY0dO4CdO+nDpk3L+tY5c4Bt24Ddu2lzUmxu/VzgRdTXA7t20e8pf1/HUVmp/V5Tk/pl71S1y48/JumcoPLkkvZ5X79sEOZJJJPAV78K3HcfsHgxMG8e5ZXqjsfSZ/FzcR53cL4Swf09GBRe+PRT+j3VrtzO3eSHi34qSDvQtkMRHPNwvwqHgauvpuarrc1xuWakqq+tXatJ8h0Cz1fDhgHoFeLhr30NA7l4EyZQ9WKj+LC+HsHbf4PnXl6EYzbdi/ijj8P/8YcUu0ya5NhxGsHW/MUN/Oc/U2w1eTLw8ssUzxZ4v/AYa3vecmFOF8EF2IXicvkfqx3svz+NYZs20UGMHm34tlShW+vXL5mkdLv2dhonzzwT+OtfzcdLK9e0upqU/t/+NvDss8DhhwMnnGDhgNxF7WOLsAtJrBx5GPY3UB7x9eOYieH30xDhyPyl759TpgDjxwNbttAYFIsBjz8OrF5Ng/7IkaTgtar2dQk83zB6e6m78Bph2CMRYIlunjSaTwcxJCnlVYgdsa2NaoVv2kS9+IYbDDsmr8G7u63Hj8WCfiEy+fkIRrYsxJNjL8LSMefivtB8jHnpH6Dk91ZaPD7wgL1AtqWFJpnJk2kAZ6T+17+EJtL+fo1oGTVKe1tPD41dJUVVFY3aLS3AvfdSW6xeTZNdf7/r0XNfHz2GQloAn0ZKAcB3vwvcdhvQ1YWq1o1Yuv85mFvqoH7LFlqkAzTx2JHpmk1UikKB4ZIlwKWXEiE4YoTlSYHjc1NyaflyetxvP6CiIoO80k9ghYKD/GnTHCalsk30eU6gHLgURBLzd//gBxpDcvnleR0Tj1sZ90Kh+O9/gd/+FujrQ49/BO7a44eoPOYIINd5//SnlJv9n/8Al11GQeuDDwILFyJ27gL892HtHPk+5gA77361MsWaTpmSk6V58EGag5JJupaRiNbs5UBKiWuVqip35lJDUmrqVBrjd+8Gtm8HxowZeA9fP14wOY5wmIjHq66iPH9VpQ2eSIR+GIpCx6goRFDyo/i7otCAc9VVwP/9H5EHl1ziakCdQUqtXUuNVVtLmwnIJKUcGWfKHPpxIRKh3xWFFkvivZuBhgZq3/Z24JNPgH33dey4OslyBcOHAzhZiIdffpnm+64uusYXXmh6gIq/Au8fegFWhmbhluBNqFy7lubyK68Ejj/esWPVg9vScr8Kh4E33qD4t7vbEUIK0MYYjussw4U5XcSOHfSoH2cBl0mp4cOBPfagfvPee8Axxxi+zRapmExSMMWE1B570GaYE9hnH+oHd99N8e3++wPjxjnz2flg/XpUv7wUAPBk0wU4y+AtPLYakVKAQ/OXUf886iiKhwDqRHwNpk6ltaQVYYPL0BNyvb30GpsoBXzuksHlgMFt417uCIfp5rv1VuCll4CODlKAzJtn+HYOuFTVhcVTgeCJprISQCSCxicW4j9NC/DfpjCSSgXW3biYggWAFmr77mt/Z3X0aAqiDz88PeIHgHAY78+ZDwBpSqlhw7T1lauToVWEw8AVV1DAtX497QK2tNBFdTmoB9IDe9OFeCQCTJwIVFTA39eJ7398Sf6KFicQjwM/+xkd6MyZtKvvJHp7aRHGO+/33JP+90iEdmF0yElKrVhBjymVS7FIqenT6XH7du/OcQUrpRjhMDHNqkoNkOf9Y6gaLAQ9PcDPfw7ccgutGGbPxrPn3Y0PRx6BpiaLn3H33XQxV64EDjiA+uWCBahYkH6OPC/wAqlgUorVESaIRIB//YuG4kMPpSF84UKN1+AFkn6I9hKMdvCdhnj+AwF8MEiLGoDUUgL4XnBFKcUf/PHHNCjwrpZRZ1RVem9/Pw1afX3Un7u6iEnYvZsWaMOG0ft27wY2bADOPdelAydkkFKrVtHj9OkDrKJ+o4XvhZLOXyWGqJSKRGgYGTOGpqXTTku/dzOgKNp4wOODQ0hTSgE0r++5JzHey5fTxctCSDGamoCPhx+M1y68CzjwQOqvP/858MtfZpExFwbb81dbG8V7ikLzld/vSKzHY5dtUspl7NxJj0VXSgGaqpjjLwNYvn6qShu0kQj9vueedP1Mb5g8cM45FNf29gI33eTiBGABCxdCUVS8N/IofBqYDiNHah5bzUgp1w7/4otpPGhpAf70J5qLEgm6zi4qdO1Avxbo7U0fgvwXzTc/TuYDBjkkKeV17L039VpFIYnDhReavjUY1AIyntC9grTd8WQSvV8jQooRDAL4zW+oWhpAk3QiYX0gUVVSCwDAsccavkUMvsTjKdpkaBXz5pGio6WFgq/eXiKqijCoiul7+l1lAFoaxmWXAQ8/jN6RTThqxyP47NKfun5spmhupoB42DDgxz+2XF3DEvh8TzuNZllFIZKYgw7+u8F3ZiWlVFVTSqUqq7hNSvHO85QpFCDE49qOpdfgGCkViZC6TVFoTDEgD63AUVLq44+JYOZU0wsuAH79a6zrogh97FgbB/X//h99xo4dtPt72mkZZA8fe8GkFC/yOcXMAHw7nHACLQZ7e2nYYmKquRlpaYVeBad1A8UhpdIyjbl9ub1TcD2ov+8+4PnnaSw74AD6OeccYhgffRR45BHgH/+gtOYlS2j3+e9/p/+7915K9Vu0iC703XdTiikrvzo7qQCFS1DVLKSU0F95TuP4iHftpVKKnA8WLgS+/nWNizzuuExSOQNMSun6a6FIU0q1tZHqbs0aGu/q6kilZSEm4nPZ2FMH/OpXFF8pCvDvf1Mcs369o8cN5DF//elPpDSrrCRGkBnCApG3UsplMCllNM66HodzJTuOv3RghS+Q4/oxIdXcTLH6ZZcBb71l4YaxCZ+P4tqaGuCjj2icLQVWrwaefx4+n4J/N5HqyGgu4hhpQP2bQsFKbSv4+c+Bww7T1k59fRRfeYCQArRz5/uyp0eL+1mAPNQhSSmv44YbaPBrbKRem2Og0/tKeQVppNT8+VDPTx8kBoLCyZNpplIUksRaHdg/+YTeHwqlp+4J4EExFjMmpTylLvv+96kthg8nFsFEHec0eICsrDRYiOt9QY45BjsnHoiorwqzX/4TLZBFmCiIHMU779CiCKCgtbHRuc8Wz3fhQlLy9fZStPz//h8RC1nUfFlJqc2bybTG7x8I6vXvc0spNWKElhXkWAqfw3BEwRCJUJAyezZJuxsayItEJBQt9k9HPKVUlRbz3/oWXf/GRuD3vwfOPx/w+QauhWVSCgA+/JDGB174H3wwKn5xc1p2HQeHx2yI4MStzfmRGqqqLTqzKKXY6oGzIuJx+mFiSiRey0Uppd/xdQoi2ZX2HSxl1C3yXfWU+vhjIttbWmjj64UX6PG++4iIGjGC0rRGjaL5ub6e+m9TE3XY8eMpRW/SJOqPL71ELMd3vws8/DC975//JI8UFyC2yQApxUozbk9IpZQRxM26BQuAMwRzyGhUu3dNVbVOKaWam9PiPZ6vaj99h1juJ58kNoP7mEXihsfTlhbQAn/+fCpNPXo0sG4dzeuc9uMQbPWrt96itL2WFtqMXLrUMWKDx1jPbLiCphIjUqpox8qk1Nq1hgslcSwxvX6qSn1o4UKNkLrlFvqbuAvjFDHV2EhrAoBIqSwqL8egux8HPI2O+zxm7n4RJ25tNoxti5K+ZwZFobS9UIjmqJEjPUNIAdq4wMXnRKVUKOQty51SQZJSXsavfgW89hrNqs89Z2mgKwtSCpkseiAAjQS48EKS2FZV0QBjZWB/7jl6NErdS4GDVb1SylUT43wRidACgFMPnJQDZwEPkMGgASllYH65ce+5AIBERYAWHTzjZFEQOYaODiIdVBU45RRTf4C8oT/fm26irePeXgrAH3mE1ItGk14kgrrHmwGYkFIcVOy770DHdFMpJfb5YcO0QH3LFue+w0nYMho1Ave/o48mwrqqihbG06fT60woWuyftnZx9cEcQOlM115L/jobNxJJdtddpEZJgUkpy+l7fI6XXw68+y75TWzfDvz85/j2x98ZMCqorqb3Hr1mIVTFl1+/2rKFSC+/n9QvJpg/n24Hsc9zm4XDwFkpEwo2XvcqxMWSW6RUBnHI/UZUSnF+RCSCYz5tBuBAUK/vn7EYzblbttC1ZZIh38WVweYFvvMd6th//jMRsQ4jFgNO3NqME1oiNJxGo+km5ykCmq+l3lNqKJNSfO6f+xxdLnGMY4VN1swR7q8bNxa2s8fFfSIRKsgQS+KElghGfftcUkipKt0oV15JKlOLfZPnurQNmAMPpPH34IOpr1x+OfCVrxhLivLYXLPsVRaN0r3R0kJq7B/8gF53iNjwXBYAaG3Cc5CRp5Trqq7Ro4lAV1Xg/fcz/pxGcN/XnNn+qko+kHffTfP6JZdohBQjJ5ObBz73OeDEE+n7b77Z/UWecD/iww+BV18FfD74hg/DSS0USxhlv5YsfY/xv/+RF9fkyY4pDp0C93v2LhZJKS9v0hUTkpTyEsRgMRKhAK6piSrhPPWUtkjOMlGVCymlN48d/bgQyE6aRJF3XR0t2sTzNQoQLKTuAenyUU+n74lBvY3gq1CIVSAMjc55xSngw8MvwN8nXQN/IkpG/HycLldaGpBO79hBAcZ3vuP8dxicLxYupMbx+ahhXnhB20FipM7fH6Dh1dC2Qpe6Z/Q+J0kpMQVz2DCN+Ghpce47nIRto1g9eKy88056/OQTOtneXio/+OKLtvqnrfQ9MZgDgGXLaNH/6KNkuH7SSaSAHT584F/ica1IoCVSSn+PTZhAXnwnnQQAmLvhHtzwwVkIJnpx6Ep672szKGU6r37FKoi99rK0ghdJKbHNxHHXy7uCxU7fq6mB1m9eflmrwrpt28C19vlpPCk4qNf3z4ULqfONHEkdXcwhyGdxZVS565JLSE0VCpFySj/YFaiqjcUAVfHhpJaFqPhbhFQQySSpu558coCANqu+52WC1G3oq+8Z3a9ZUVtL0ltRTZkPBCKm/49/wSVrr8E5G26Bsm0rbSY0NQHf+EZ6VSoLsZEhKQXQpt8vf0npPT4fxVrHH6+RmUDem2uWyc7Fi0kxPW0aVYcV4QCx4UVPKVZJDR+eXqyxqHF4lhQ+cXytCOjGSlUlUv2vf6V44vzzSWFqBDc8gL77XerQ27cTMWZk6uQUxPuLVVr19VAeexRLJ1AsYbThmit9z1VSqkRrJ6vIppRysHBpWWMI7w95EBwsAqQCqawk2WYolLnIN5movEpK8aTIE4+i0O88gFUoQiAbiZA5aixG588lV8UBR4SF1D0g3VPFs0opI0KnSCVBxcVqKGQtrTEeBx6Z8D0cNa0Fs1/9C+30TZ8OfPOb7spmH3+cUkT8flKfFGub4ZFH6Py2biVCrKOD8v137qT0QeH69R8fBv5lopR67z16zEJKmRqk5wEeD6qqaM1pGqh7BAUrGMRgMBwmkvvqq2mRP348qZZs9E9bpBR/7j33kIJz3TqtOs+PfkT9RIfWVoovg0HTKtXpMFr4V1WR38/3voeeux7Cge3/w72vT0Ns0p7ATy7EsrfCwHt5BoUWUvdEGCmlxN+9vitY7PS9mhqkj/NsNP6HP9AO9YIFePPVMLDSgaBe/J6NG4FnnqHvGj2azGLNKv9YhdFCzO+nvLDly6mz//73mirEbF63gVgM+G9TGH4/cGDzQmDZ2/SH/n4iu1L3Ss0b9LJUSmnQe70YKaVyYsYMGltXrSIVUr4Ih4GNG1F1y//hlI44FAVQvnkRVaj1+fKqSsUkf0cHjd9p97PPR8TCzJnkefb++8AXv0hEQ2trWt+xA0v9at068mUbO5YKtRgNNA5V3/NEbJsC+1iKxD9QAlLqyScN0+DE8VWZFybpBo/J7e1EHra0UH/55S+LcLACqqup2NW3v02KoMMOo9RWtxAOUz/97W/pXpkxA7j0Urz4UBjoNI5ROUbSb+a4mn4OlHTtZBU8xvJ+pD59T0KSUt6CeAPtuScRMhUVpJIyutEM4FVSyqgMeE2NNoDFz5sPsB1QOEwj1zXX0KRx6aWaCscoQGCVVJbUPcCclPKUp5TRYhMoSklQkRQxNTrXgSeY5V+9BbNXPUiGpC0t7g7+69dr/lUXX0y7jMUAT3oXXUTn9+MfkxInEKA0wnvvpd3X1PULpnYEYzFtjQmAdrm2bqUX9ttv4OP1E7yTk3eaaSyGACmlx4IF5AGxeTP92DJuysPo/PzziTh95BFtwX/TTaaFKsTUPUsKIrMd2BSR8efWS3DFkiMwLL4L8faNwPnnw/8uvSUWA/XlZNL6Tq7FynsMK0opL6K5mWLvc8+lplRV7VjtNlkuZCilAG3cvPFGGks3biTSPRxGRYpQcWRcCIdpTv3972lCHDXKNlFrG9/6Fp3Tb35D4+i++9JzB1S13N9emBLG1af2ANdfTy+OGZN2Xvo5zXKa1SBGNqWULVLq+ecL85VSVeD++4H//Q9qPI64EkTryL2w9223Zf+/HP2muprmvc5OCk0Ms49nzSJlxTnnEAl83nnkQfijH+XVL3Mq8FSV7oN4HDjySOCzn7X9HVbgRaNzo8p7QImUUqtWUeMIg7EYeygK0u0bduyga3fhhaTULwX22YcmoXvuofH7gANsxzOWoao0T3AMU11Nse1j9GdPKaVKuHayimzpe5KUIsj0Pa8hHKZ0vUcfpV3FnTttBWzlREqJG0MZ0sULLqCdVSY4UuXOM9pBVTU/qSype4AxKVVd7bH0PaOUMYbLJUF5gvH5aAKxshDnCWbaqxFaAPh8pHK74Qb3DvLGG2kknzMHOPtsd75HD6NdmJtvpmMJBOh41q+n40v9nfu0qup8YFglNX162k3gZvqevry210kpxw2IIxFaZDQ2UhA6b542bujfZ5BGJI4RORXzqkqp162tFMxNmgTssUfWyqmcRulUbLnn7mVoDzQgoMZQ1bENWLBgYPxr/I/NlJREQjONLlAppVfMeg0sVv7b3zTFWlWVsxZ5nKUvBqE8DEQiwEsvJKkP8c78l78MgO6FE1oiaHii2fqXGOEPfwBOP50W4f39NH5NnlycXeSf/ITiG57Xf/pTUi6awWJaH/e3Yb4e8leLxajBxowBwuGB5jAyOm9pIbHYUIV+sZiXUop9pfIlpTo6iDy8805gyxbEh9ViXc1+1DcdSL1JMzs3Q20tmfOPH0/3Xmsrxd95LGYzNlX09+OTT1IcUFlJB+dSQRgvp+/pFcFFjcObmigeSCSoop0Aww2xfffVCKkpU8jvt5Q491wio3p6iCxzi+lZupSsDhSFLAJSHk3ZiviYGZ3ryW/HUcK1k1VIUio3JCnlNWzaRINAIkF3cV2drWCxnEgpkUk33FH65S9JKdbdTXn+7JIrwmLqnvgdvb3awCim73lCKVVC6AdHK+2SSNBCac8XF5Lq55RTaMK/4w4qD87IxzPEaGF1553kF9LRQQupYhnTmO3CfOMbZD5ZXU3Hsm7dwHmKRGva5G3gJwVo7c8yZzfS9/Sk1M6dzn6PUyjY6FyESCiuXEnBXGsrBXYvv5z5PgPmge8F0XcNgHEfve8+qrK3ahU1eENDTsNN2ybn2RCJ4LAPF2LRlOvx4IQrAQXAkiX44rNX4PsrL8aU+28x7sviPSqe1/r1dNJVVcDEiZbu5XJVSok2Grx4eucdZy3ymPgSOdGaGq37NX7yCimIALoRrrkGAHDYqghOalmIhGohbNP7RgF0IS64gFREq1ZRutXo0bTzrqrF89348581D6Ldu2k8vOUWMg4WYYMJjMWAimQ/zlt1HSl2KiqIKEkVCeHmePxxen93N339ihVEVEilVAGkVHMzVZBTFOpT7e3a38zGFBEffEBeTv/8J43LgQA+Oeen+P7sZ7BsljOeMJY3YRYvpvF6yhTNt/Lss41X0lnGwQwFnng/cgoYQBkRDz/sWkEYL6bveUIppSimvlIZpBSb0asqjVu1taX3KPL5SKnf1kZpfIsXZ76n0Jg7FqNqqS0tdA8sWECekgsX4tiNkYG36GFmdO56+l4ZwMhTittQklIESUqVCkYT9IoV5MXz7LN0506fTkGpjQGwnEiprEopAHjsMa3ceUcHER67dqW/x2LqHqBNMh0d2muVlR5TSpUQHIDy4GglfW/ft2ihtP7zC6ii2Lp1dDFHjqQ89Egkf5mBfmH1+usUwPF2J4/sxYDZLkwkAqxeTQbTkybRMf3612m7SSe06IID9jEwIaX4HnZTKTVihNbvvWh27pgBsV7hpiiUnjF7NqVRfuUr1K9ymPNXVmr8ZxpJq++jjz1GVZ1WraIF90knWTLcdIyUSp3HB4eSEelf97wV2+aeCwA4/O3b8fntf4cv1pcp99Lfo+J5sZ/U9OmUomrhXs6llPKypxQTU2vX0nrllVecrdnAn//vf9O9FwwSj7lwIfCzaRFMV1bTImDiRM0n7OKLceiHC/GfpgXY+DkLByKya83NpMw4+mhKJx0zhgj9ESMoNdBiZV/HsHgxsQT77ktBAK9Srr0W+OEPNYLMBhMY60vi/PU34cCt/6b7+qqrtGIGCxcijAgWLAAefJDaPB6nj//gA7rnTjnF5XP2MPSeUrbT93w+6sB80/N4kW1MAeg6L1lCY/DHH1OsO2wYcNVVWH3kPPqow8KO9E1LhT3EPvfOO8Bll1Gw+J//kFpRHNRyxDTclgM1A8T78eKLKZeQq7+5WBDGi7Etk1Il9ZQCtPhL5ytVeT9V8Rwgpb75TdrMmjaNDL9TxEzJiakxY4CTT6ZOfdttmgIfsBZzG61B+R695BKKXT7+mM77kEPo9aOOAhYswDFrFuKElkiGul9Vtetnlr5XcPXYMoaRp5R+3TXUIT2lSgXR1DwcpspJt91GUdLOncDXvkZKEx5c+H054EVSSlWN0zbEQStDEcHn/d3vkpnfOefQCuGUU4iYGDfOVuoeoC1wmZQKBOh7vThxlwIcczGZYsUAXk0k8Z+mBdjnuDBweurFX/yCHkMhWpBv2mQt8GJDFyOTwmeeoUmXZW7f+17JTQszDHrffZcefT7gzjuhADi5Ffjq+p9DefVo4JvzaZd0/Xp63wEHpBnViKTU7t3OklLsKcXjg6LQunDtWiJEJk1y7rucAK9TxUJgecFI4ebzAa+9Bhx6KPWp446jtLTvfjf9fXxtACg+H6qqwujpoUVbWuoBB6kffUQE16pVdJ3PO4+UfUBOw03H0vdS57u2PQw8Qi9tuu4OjF/zIhJrNkBJqIgHKskr5ZNPKP108eLsBqFjxtDv7e2WiYJcRudeVUoxwmHgj3+ke3D0aOeHGrZ0uu02Ta34s2kRfHa10L53300qqd5eYNEiKE1H4L9NYRyg32k2M7s6+2wak669lhhvVSVV1Oc/TwpBsRhFsQxh9WTTokXA736nTTp/+ANVtkoZ6prdj2nzhKpi1KLf4tjWB1EX2wCcdsKAukw8r/ACQL0wjMsvJ0EP7/upqlRKAQUopbiNv/99+rCVK2kMFK8zXzsmZnp76QZ46CEa/I49lhbBVVVAOIzO1Fp5+HDh8wvwhMmplDIiQW+5hc7n17+m+ONLXyJS98EHyUPy6KMN75NkcwTf/+gFrKg9GoGA8PdwmOL722+n5/vvTz5rLsYxXkzf84TReXOzpkb98EPq/KlFSOCtV3DO+hcxbDiA3+yga97URGq+++6jPnLUUd4wz/7FL4A1ayjN7qKLqJ/+4x/W5mn9GpQfX3qJDPj9fjrvo4+mzSjh816PAMqmZIZSSrx2+jleT34PRejT9+JxbdNfklIESUoVG/qF98KFNAisXk27Mz09ZJLLUnabwaIXSSmRTTcipQYMBRlGAcKjj1KQvXw5GUM+/TRFk2LqXg4nWj0pxcfiKaPzEoKvE6sYmJSKRtPm7DS8tf98vLwbOID/Fg7TyHvttRT5f/wxXa/x4+mD/v534yo6AEkSXnxR+xyAyMjFiykYCAZpd//mm0tPSAGZhIeq0mJ/xAhayT7zDE7augErao/G8WtWU//cYw9675Qp1KcFUovbn+8LN5RSvEMDULyxdq03lVKOGRCb+QhUVBCBNHYskS2rVpF6iqEnHBcuxEldwD+GhbXAKxIh0mnOHBpE/vIXGsgCgXRCipFlccXXoGClVOp8q+/SXhr/v8VAUxO2RRugbN2KYajQFH3/7/8RAXDZZen3VHMztQkX2lAUaqcrrrCmXClzUioSobl0v/20zEunh5zvfx/405/ofvf7gc8emQQ+K4wnF15IhM2mTUA8jnHb38U83/VIJK7X4gggs3Ldr38NvP02Mds9PTSwsCfICy/QAmP69OIbwhrN6/Pm0bHdfTfdf/fdRxP0ihWkFAPoXF95hWIk4X4cwLPPYuTydeiP70ZXZT1CZ5xhel7z5lO7JxL0tVOn0ppOVt8zrr5nmSAIh6lfPfssbRjNmkX9N5kk1QVfu3CYBrv/+z9tUrroIurnQhCoV/YWevPxuGpKSpml57Nn5B130EbGXnsRm3L44XROHHNyTJPq40llGk5qWYiqy18Cjj6SxuUXXwT+lSrHW19PY7DLcYwXjc6ZCyopKeXz0bVYu5YC3VWraLCPRBBYtxorao/Cl1f+HPh1J23KTJtmLJn1gHk2Fi2ijbWVK2lACwTIUkLft3gcPfLIdOU/r0EPPpj69L//TZNSby+NxW+/nXHe784M450EcIiOlGKCpaIiM/vFdaPzMoA+fQ/Qsp0lKUUYwlNxiSCy0+efT5P4kiU0UfX304Ch91awESx6kZTiSUZR0gcqXnxnpO4ZBQgTJpAJ5ZFHAhs2kL/UiSfS3w4/nHavcpSV1pNSTLpYUQQNBZh5SgHUNiKhwTBUtFx4IfXhDRswIC256SatDM6aNUTgzJun/Q+nwYk7UPvsA1x5JUncmZCaNo18UbwAPeExbx55Ytx8MxFyqgq/b39srJ6B3gNGofLOO8lDAqDG1i3Q3Ezf0yulAG+bnTtudG6E+z7wir0AAJLhSURBVO6jQPT992kBf9pplKrx1luGO43H/WAhumpV9H9yLPDrWyioHTFC86RQFKpiNnVqJiHFMFiERKNaSoNTRucc4J/QEkHdvxYC31iAh3aG0XdnBBck/gocMY3Ijs5OUotxSareXlKZPPAAEatNTTRnjRplSzJUzul7eu7EpljZMh54gIYzvz9FfPnmp39+JEKL12AQ2LABsb4Aztz8e3Te/A5w/lxitADaAPj612mX/Be/oP7b1EQ/sRipihsbacy9777shq9uLpJzVUd68UVKqfnoI+qX555Laq433yRF9Fe/mv6/t9xC7xs+HP4eYEegHq8deRXONTqH1GuRCN2mikJjzKpV1P5DmZTKppTSp+dkxcMPU5zW3U3qk/PPJ7XbkiW0oRgO04J36VIKUPv7KY3097/P+KgMUqpAiEbnaZVwGdnuiZ/8BDjzTOCYY+jcenqIUQkEgFtvJTJ1y5aBzeX+8xbgN/eFceWqSzD7H0tolbXPPkT8r19PY+n++7vHdgvwmqeUqnpEKcVtfuWVdEC33w4ccQSwcCF2H/0FBBe/i9E9m4FEkm6C0aMzlZte2BgFKK6ORCh2jkapjz72GPW33/xGC+RfeYXuRUDr7+edR0ow3vgNBGjeGDuW4vRx42hw1J2rmdG56Celv8dk+p4W14ZC1IaxmCSl9BjCU3GJILLTzz9PHjx8Z0+fblwRSvy/HPAyKcW+LLzJy2OlSEpFIkAS8zHf6HRHjwaWLaP8/tdfp0VhU5PhAt8IHHwxm69XSnll4i4VOADl6+H3U5v199NkY0RKGRpSc2mpffahxt5zT+qQ27bRB3V1AT/4AS1CTj6ZjBqffZbKIh92GH3hddfR+1SVFv4jRtCOFXuseSUg0OOqq2hy37oViEah+v04Yue/EHwXQMdOku8rCnmjXXll2nkMVJBy0VNKvIbjxtGjF0kpR43OjcBMwwUX0GJ3zhzaaTzsMFo07LsvLYZffZUOpr8fQTWGb6y9GjVfjQMVqha87bsvLbijUWLabS42tm2jR+ZsnUBVFRFSJ7UsRP+3FqAqHIb/j8B/m8I4Yg9gzKu30LHv3Eks/Ve+Qm3x+OO0cGpqIsaksZHOp7LS1nmVq9G5kZjHjcy2nMSX/g1//Svi196GRAyo/+AF4PqXqF/6/bRZ88gj1H9bWui6nnUW7RQ89xyNtW6ya1aRq/rRJ5/Qwu/ccynF8JVXiHgKBum++uc/6fyOO46U0lu2UJ/s6YE6vAkPTrwK7bPDONfk4/n0p06le+3EE8n2cPTooZ2+V7CnFOORR8hc/sMPaaU1ejTN2zNmEGFz9tlEAKxaRX13zz1pnDEYU3gTxanxkDOQOfyw/blvvUXx+e7dJPXZupWOPZkkvzZVJSXVEUegf8IeuHTN1Thg98vAQfsTCffww9SY1dVUwGf+/KLcj15L32MuEjAnpWIx6h4Fp+7nQjgMvPEGXYN77iHl+n77YdRDf8WRO1uwa9gEVFXuokCputq7MSdAccqMGdQ/t26lBdYDD9A66dJLaePplVcoznnlFVIz7rsvbR6vXk3vDwRonr/uOopPH35Y2DFJv0etkFJ6SKWU1veDQervsZhmkyxJKYIkpUqBcJhko7//vXZX77EHVf0ocMHtZVKKJx0Wi+23Hz3ngFCfMWOI6moio77yFQq4W1spMLjwwpztpg88JSmVDqPSpDU1FF+amZ1nVCoxW23Nn0+S/v/+VyNeH36Y8t/V1AJ/9Wr6ATRCqrKSdlMvusgbC6tciEQoYbyuDohG8cmuz+DT6DhMmrQCNTsVjYGorc04/mIrpXKmNJQQjhmdG8GIeXjzTUox7eggoiYaJQWVADUYhE+NAyro+t12Gyk3H3+cPo9T4Gz2UdHkvNBikkz4NzQAikp+b99JMfzLltF3JSen3nzMMVQJ7dhjKXj97W8pWtp3XyIyduyglJyLL7Z9XrnS97yqlMol5nEiWyMX8TX1JZ23FABcfDFeXRrClH//GSOSH2spQw0NNKYqCg3CZ59NfjdPPlkcds0JGDXI889TqtTmzfR8xgzqvC++SASHqtJicds2oKEBvVXj8d9RYXzWqGCK7ivY5vCUU4hH+fhjuoU5HhlqyKaUshwTcQN/+9s0/517Ls3hsRixgO3tRM7wwBAOk5pUGFOak+GBLDi9UiqHM0NOhELEkTGfZIuU4mNkpUwkQul8BxwAHHSQdj/5fMA776D661/Cqd0q2oJNUPx+OvdolE6ACSluA8DV+9FrSilWBA8fnpkhIW5U9PVlGmW7giuvpE1EgNYSb7+NQFzF2yOPRtuk2fjiyBdMiRnPQNxgC4cpCPjd74ghWreOLCU4xo7HtY1dRdE2fYNBmktCIRp7xXRbg3nfjJTidYLRtZOkVHpcW1VFHCIrpQyLfQ1BSFKqVPjpT2lSjsXIX+b99x1ZcPMkziWPC13kOAE9KcWn9qtf0U06frzNYjuBABEaBx1EI10waKm99KoLPh5m9aWnFD2KpFR1NQ2aZm2TRkrlWm0tWECL3e9+lxYWl12m7fZfcIGWR/HWW7QjnkhQoDBjhvcXVoAhIbf3Dxfiw5EL8Ok1f0HdO38l0iMUGihVLh6/npQyKrebL4yUUl5O33PM6NwIRszDgw9SSsWGDdTvDjsMOPVUOoCUZPDTK55EfHcPGqbUoL5OpRUOE1IFLP4d85OCRvgffjjw2tj5AIBrUur+V18FTu+IYPrLC4GfXKsd10sv0aZISwupxF56ieT8OnNTO+dVrkqpYmS25SK+8ILxG1YdFkbyxZcwAe0ITWukSf6znyVSqrKSVt2cNloMds0pGB1rJEKeUpWVdD+eey7dk+eeqylOvvxl8jurqoK6NY4TWiKIB40vkvgVbFsYjVK2WUeHN+KkUiGbp5QlhY3RRtTMmTSebN9OjX/BBUTix+NUVcOgAMRe04CfrKbnolLK0malBYwdq5FS06db/KdcMc20aTRv9PXR/bhjB1TFj+6+AJ4ddx7mT/pYU4hXVmZOaC7fjzzOxuPmvqDFhFnqHkDHVlFBt3tvb5FIqZdeItK0t5eEAlVV6B4zDS/2nokvb1sIXO5yDnehMOqf8+drgUB/P/3u81E6bTJJP4sW0QJRVWnTlwmtSy5JT7cFDOd9XiOYGZ0bKaW46w9VUkpVM0kpgIgpwLsbdcWGJKVKhUsvpTt4yhRKkRAXqAUMfjyQqyrNg0UZ2HPAaCESDpN1xF/+QtlbmzfbrIx77720gLKxi2G2MyOVUgQzUgrITUpVVMD6QqiyklIvJk7Urt+YMdrkv2ED+aQkk5rBrXh9vbiwMgleX18EnLRsIZpufAnoXK1VeDMIcvSklJOTt5FHB5MgXV3045R/hxNwzOjcCHrmga8Fqy35+b77atcyEsH0DUvx9/Hfwp7XhfGVvtR79tqr4MW/Y5X3hK/9/e/pnp0yhYbKhQupiE7tC0m8d9ACTNATAFOm0GSRSBAhVSCpkctTyqukVDGQk/gKG79h/2URNPSuxvIzr8XRd6X66S230B/r6tLnwVL5RuUDs/tRv1P/+utEvPn9JHW67z6aJ8JhrPlGBCfdvxCb3wOAzPMTv4Lnt74+WiQ0NVGx46EKvVLKdvqeOFbwtWLV6CWXEAu4ejVdu4qKzHg39fjZZBILPkv/3tNDscczzxDvaCs2NEFTE2XP2yrskW0cfOklOrdUH+QFfbKxAVujDRgTXU+xzA9/mJ3YcPF+FBe6fX2ln+PNTM4BIoYrK4nbK0osLlb4Bmgs3bYNles/xjl9t+D5I67F3l7fDM3VP1taiHmPx+mR++GkSUQYb9lCVQX5/488kh5zxNy5lFJGpJR+nBlqSCRoXQ6kk1IyfS8dkpQqBSIRqoJz9tkZEuZCF9zBoGag1tXlDVLKbCFy3nmkgmYxguVxPk8nWv0ukTQ6TwdPMHZIKfb+qaiA9YWQ2fXjKpT6XR+j6+uVoIBhEhy8OzOM0R+9hOnvvgjcdG3m8QvnVQxPKTEoraqiLLT2dto9njbNue8rFEUxOgesmQilfv/o8AX479Yw5vUAA6Z3CxeSwagRLPZRVqo5ZXIeDgMbN5ISta2Nxt8FCygQunP1fPhmAyfzm83uxWyrQAvnVe7V9zyHSAT7vbEQkaYFqDs0jKP1fz//fHr02qLJLszux5de0nbwP/tZjYxL4ePDw9jyHHDesoVABFnPX1xQZaSfD0EUrJTied/o2t15Z7r6wizeTT3yVbviClrARaOZhUHzRV7p6mYxDRdmYUKKn599NuLvrQa2qTiqZQlwUnbFidsQ1UdeIKWyKaUAmheKQkoZVNfFtdfS71dcg5r47kyVthc3Q+30T32MbbTpO3++FnPrz1Por9JTyj7E8w4EtDbiMVam7xGG8FRcIvDg8KMfuTZZDRtGi5GuLs3gsZQw8xF56y1Sjg4fbiNluwAnWiueUl5JeSwFeHDUe0oBFtP3rCDb9fv5z0nOUQ4pJ3qYBAfBIPDBiCMx5QufxQE5zsut9D1VNfaUAihQb2+nDTUvkVKuG50zrCqCFizA+p4w8IBwLzjUL51M32N8//tUnG3YMI3w58I7A2Sni67e5Zq+51kkk1j1mQX477owzo5Du3a8kBINd8qZmDJL5Ust+HHkkfQePu/UucZiYfy3KYxDJgITc9yPHIdEo0Ukvz2MbEoptqCxlEZt5doBOceY884DLr+c5q1QyLluLFbgKxhG6rDU892/jGDLuhewY9R0HF9ilXfR1Uc5wJ5S2UgpoAjHytcPyJgDV78PrFv8Ig77yIDgLocx1QqxX+Cmby5SykgMMdTT98RNZlEpxZDpe4QhPBWXCEXwehBJKS/AaCESiZAf3xVX2BI7FdR+uUgpgIiZobpgypa+Z9noPBfyvX7lEAwYIBgEnho7H/sdDRxg9AbhvNwyOo9GNZJHb/A6bhwV7fKar5SrRuciLKj7mpsBH4wVlRGEkQSQ5VNywmmlFEAWWdOnp2c3jxhBfxvoVy7ORbnS92QAZhPz5+PTBIB1qXu5nDyj7MDofjQ7V+Hv3N8+PSqc82YU0/dcTRMuE2RTSgE2TKftXLss/fSuu7TNQVV1zl/aSQ/FZsyHDylll+4cm5NhNI8M48ADgeNPzq44KQaYlPJCBT4mperrjf9etGqB3FebmzP658bPhfHrN8P4Rk0Ee5XjOGp2zzEpzI+MPOaMfNL3hrpSittKUcjiS7/OlOl7BElKFRtF8HrwWgU+PSlV0AZ9Ae1nRkoFg1oA1NMzdEmpfNL3bJNS5eR14gDMJm89kkltUeA0KcUqKZ9PIwO4SptRoF5opSMn4KrRuU3oq4XyveCEAW9PDxktA84ppcwy8g48kP4+0K9cvBdl+p7zSAvqh9I4auFcY7+lp1ZSIPg9Yr+USinqV6paACllBJv9NBIhD+amJrKcPO8854R/olKqUEU8zwkAEBbOMRKhgsJcDNML92KpPVM51giHNVJq9Gh61McaRT9Wg/7Jscd7B4bxlcw/ex9m9xyn5hnBZj81i2uzGZ0PdU8pcQNEUTJjIJm+RxjCU/HghddJqVJt8pqRUjxA9PR4Q+JcKhgppXKl76V5SklkwKxKiR7i37nNnSKlxMp7HIhzUM1EBZNSTlU6KhReUjDwuMTVQnt6bFYLzQJOJRkxwjiQs4tshP+vf53uo+MmpNG58xjqO83ZwP3NSmDPxLwYHw1lUkpUSsVimhmvz0exWLEUNjx2nXEG8MQTNA866WzR0EDzXyxG5sJMjOQD8biiUeDEE4HnnqPnX/gCFe/xSp8qmvrIBCKBJyqljGKNUhNogPSZswKOa3nNwGCllEzfy4Re/S+VUsaQt90ghNdJqVJt8uonGXFQqK6WpJSRpxS3US5SSk7gxuBFkn7y1kP8u9NKKSOTc77P/vAHCiS2bnWOaHECXgsMw2GtWujf/gbsuacz7eS0n1Q2wv/DD4F//tNZA30jJBLauACke/WZ+QtK5MZQD+qzwQ4pxfObGB95gfwuFUQFgxj/jBhBfoPFIjN47Jo9m0gpnq+c2qz0+4mY2r6d5rtCSCnxuH78Y+Caa4B99qGi2jNmECnllT7FY22pYluRwNuxgwip//0PeOSRzLnKS6SU3Gg1Ry5PKaNNJ47lxNhgKIHbyoyUkjERwVfqA5BwHl4lpUp905kppcTfhzIpZRTY846HY55SQwxW0/eYlPL7tUVTMumMapDT9/R+UuEwFe1qaQEef9w7hJSqerNfnXkmESv9/TarhWaB035S8+ebH9epp9L3uE1K6fs6V9FKJrV+LpVS9jHUg/pssENK8XvEjZahvAAVlVLcJpWVxVfY8NhlpLbgwmCFwlGzc9BxsbosHqfnXpu7OO4upadUOAx87WvApk3A8uXAww8bxxpeiMO9pNL2KvIxOtd71w015FJKyfQ9giSlBiG8SkqVeiGSjZQyMjEeashmdO6Yp9QQg1VSSlxUif3UiQncSCnF+Na3iGhhAqzUhBRAx8EpJF4KDJ95ho4rmdTMwwuFGybnZiiWp4NRX+/tTV8UlXqDohwh0/fMkU/6HpMffv/QrbgLpPcrMVYrFUGQLQWoULAi1SlSKhKhduO0wEikiEU6LKLU6XuMo4/WvLaCQeNYw0uklIxpzSGNzu1DT3bK9D1jSFJqEEKSUsawopQyI1+GApiUEheMVkmpobzTnA12lVKhUPrCym1S6r77NKP/7m5niJZCIQYtXulXkQjw2GO0qDnwQNrlXbiw8PZyOn0vGzgozNUXCwV/vt+fPq7yPKAoclcwHwz1oD4bCknfG+qLT46L+vvTjYpLpbBxk5RysgIfp7s3NgKzZgGf+xw9f/JJ+rtX5q5Sp+8x7rmHNnWqqsw3dbxESnnl+nkRuZRS2Uipoar0zZW+J0kpwhCfjgcnJCllDKmUyg4mRuyk70lPqezIRUpxZZo5c+h5KKQFQy0tVInoW98q7BjMSCkOqg89lFL8Zs50rtJRIRAX3V7YbeZ2mjcP+Pvf6T752tfob4W2Fy+OikFKcV8sllIqGKQxtrc3fVytqhraypR8IT2lzJFP+p4kpQgi2Sl6wjCZkcsP0Wlk20QpFE6RUjwnnHMObewAwOGHkx8WF5TwwtwFeIPoETd1Lr2U/LyM5k4nj1Ws+md0PGYVhjmm9cr18yIKSd8bqvOXNDq3BqmUGoSQpJQxFCV990Nk872ulGpuNldlRCL090JhlL6XLUjwqvePl5CLlOLKNA8/TM9DIeqn27drpasLhZGnlGhqfuqp9NrUqc4pgAqBGLR4oV+xAe/FF2tkSmcnBbsLFuTv+6WqmlKqGOl7xfJ00JNSQLpSqtTzQLliqO80Z0Oh6XtDGbmUUoMxfa9QUornhC99SXutu5vmhOOOo7HdK/2q1Ol7HGvsvTe1/6RJ2typjzWcJKU4ttLHMnw8PpPVL8+PXrl+XkQhRudDlZTSp+/p1WSSlCLI224QQpJS5vD7taC+nIzOxbK64s6PUVndfGFESmVTSomLcSl1Nkau6nt8LX//e5rQp0+na9rSQgHc6acXfgxGO89ilbb//Ide27AB+N73tL+XCjx5+3zeUNSIu6nDhwMdHURK1dUVpijr7NSCuDFjCjpESxAXn27CiJTq7dUWAV6YB8oRQz2oz4Z80vd4ThvqiohcSqnBlL7HpNT27TTHmRETucBzwvr12ms8zx59NPDOO97pV6U2OudYY+lSmvMmTaLXjaoqOhmHi1X/enuJLHzlldwFXWT6Xm7wGCrGtYmE9tzo3h3qSl+ZvmcNkpQahPAaKcWToRcWI8GgcQUoryulxAm2owM46yzgv/91tmKaXaNzrylavAgrnlLhMLByJfDnPwP//jfw8cfA5MnAyJHOEAislBJJKZFo4SBxwwbteEoJrxnFihgxgu6/jo7CP4tVUqNHFycgKbbRuRkpJU3O84MkpcyRT/oeL3yH+twljgviBuJgJKXq6+l6x+PAjh3kB1UIxM06jpG8ph4vtafU/PnpHlIcbwDuV9/jz//xj4FrrwVmzAAuuyx7jCMtKXLDKK4V1whGnlLFij+8Co5rue3E9affnz9BPtggm2EQwoiUKkb6lxm8ppRiiIsjryulAJpI580DbrgBOOAAMo50ipACtAnGiJSKxzMJEjGNRO4qGcOq0flRR5EqiKvT7Lknve7EBM7jgJi+J4KDxB07vEHKenmnktuQib5CUMzKe0Bp0/dEXykvzAPliKG+05wN+aTvMYb64lM8fybbS0lKuekp5fNpqlQnzM7F+ZIJKq+RUqVO3wOALVsoXqysBBoazN/nRhweDtP4wHYTueJlL2+KeQXZSKlAwLjvD/VNFX1aqBgHSZWUBklKDULwZN7drXnS5JtfbQY7JJeXFiM80egHznIxOv/CF2hyj8fp2jqpauGgxYiUAjJT+KRSKjesklJPPEHXMxCgdt20ydr/WYGRUkrEsGGk1gE0tVQpoc+99xJGjKBHJ5RSxTQ5B0qTvieOqzy+SKVUfpCeUubIJ32P4cVxppgQz5/niqqq0pEZbiqlAGcr8IkxEZNpXiM1Sq2UArQ0x0mTsqfku3GskQjFFIpC40Quv0wvb4p5BdlIKbP7dqhvqmQzOpeklAZJSg1C8KCgqtpAIRoLLloEtLYCf/oTcNddwPnn048dWCW5RIWNl0gpvby0HJRSAPDXv9J1tTrBWoWqatdJHCB9PvNAQZxcpPTUGFZIqUgEeOYZIie+/W26Tz/9lNK7nCAQcimlgMwUvlLCazvNIpxUShXT5ByQRufljqG+05wN+aTvMbw4zhQTRkop0eh8sJFSvAnA428hKCelVCljW44rxNQ9Izh9rLweGTMGmDULOPbY3IVcZPpebvAYmkxq7cX3glHqHiDnr2zpe5KU0iBvu0GIYJB+YjFakPLkzqqaG28ErriCiIimJmDxYvrh/wsG6SYRnxv9jBsH3HQT8NJL9JlGHkdiQOOFxYiZyVw5KKUiEeDBB+maNTUBxx9feEl6hkia6IP26mq6jmZKKb/fG4bUXgRPNmakFAdNc+aQOmrYMLqWd98NrFgB/POfVGa6EFhJh5g0CXj3XUlK5YKTSileFBVLKcX3taoWZvKbC2ZKKSPZuoR1DPWg3gyqWlj6nlcULaUCF5RQ1XSlFLfLYCWlhkr6XqmNzoHSkFIcW513HnDvvfTaIYcABx2UPW72mtLNixDH2ViMrhv3fzNSSnpK0SOPCxUV2jrdyrw1VFD0YXPZsmUAgIMOOghr165Fe3s7DjrooGIfxqDHsGFAWxstSMXKTuEw8IMfaGobcUEUi9lPF6qoAJYsIaXHpEmZHkeimagXJmkzUsrrRuc8wR51FJEVADB3LjBhgjPElFhFQ8/aV1dTX9K3De+QSJmzOXIppbgyzebNGikFAPvuSxWCClW1JBLadctGSk2eTI+SlMqOweApBVC/cmt3zkwpxd8v0/fyw1BPfzCD2B75pO95cZwpJtjHsL8/XSnF7VLsjTo3PaUAbbx1QiklbtTx7/rFZ6nhBU+pfEgpXqPkC46tTj1VI6W6uoBLL9X+bgSZvpcb4jgbjdJ1y6WUGurzlxHZWVVF8ZKMiTQUfdi84447cOeddwIA5s6diyVLlhT7EIYERFJKxMKFNIgoCi18w2HgK1/RCCn9TzSa/fWNG4Hf/U7bCdcTI17zETHbrfeCxDkbeIKNxTRSqqfHuKxuPmBSyu/PnIx5x9KMlPJK8OVF5CKluArej39MjxyIB4NEGJ9wQmHfLwbNuZRSgDdIKa8F9SKcUkqpavHT98RgqNikVG+v+YaAhDVITyljZFP5GkGm72UiEEgnpaqqtDigmGSGqmoxWDl4SmVTSnlFaVNqTylV1eIK3vwyA88NrH4sZI7i2Ir9OQFtPSSr7xUGJrLjcW38tZq+N1TnL336HkD9ffdumb4noui33cEHH4xdu3YBAGpra4v99UMGRhX4IhHyJGpqosnh618nQ/KKivxVNrfdplW14LKvRkopryxEcqXveVUpxRPsLbdor3EQ5ITZOZNSRkE9t0229D0JY1g1OtfvDjvl/8OfW1mZ/ToxKbVpE13XUl5TrwX1IpxSSu3aRX1CUbJXI3ISItns5m6lUfpeT4+xl4KEdcj0PWOIY6uVcUtW38sEt4FISnF6r6iidhs9PVpxHrfT93bsKHyuE+PF/n7tB/BOvyp1+h6r7BUFGD8++3vFe7O315nFupEZfTZ4Of7wEoJBY1LK7L4tlqelV2GmlAJk+p6IkgybkoxyH3pSitO/TjgBeP552i2aN48minzTvyIR4LHHNI+jcDjzs7xKSpWr0Xlrq/a7kwQaB55GQYAZYSdJqdzIl5RyqlKa1VSIhgYKCPv6aAd54sTCvrcQeLlfOaWU4l36hobinafR7qYbMFNK8djilbmg3CBJKWOI/c1Kuo+svpcJbgOeL8T4qJgxERMIfr97C7XaWuoD0SiwbVtuoiQb9DFRd7f3lDZOpsTlA1ZJjRuX+17z+bRr09tLnpo+n/HaJBKhDAHesDWDeI2skFIcc8n0vewIBqlt7Sqlhur8ZURWc1t5JZPICyh6zaz29nY89NBDeOihh3DNNddg7dq1xT6EIQE9KcXpXwceSM/HjaNHrspnN/2LSa6LLiJfIwA4+WStwh9Xt/ACKdXcrB2PXikVidDfy4WU2rFD+93KBGsVTEoZDY65SCk5eZuDA+t4PPs9piePrJJZucCKnmyV9wAKVJmIKnUKn5dJKaeUUsVO3WMUw2zUjJTyWip3uWGoe3KYwY7JOaCRswwvjjPFBrcBq5SqqkqjsHHbTwpI91ItNIVPrx7v7vaeUbaYElcKlYpVPymGOGdYrfKdDXZJKa+Ril6FPkbNZXQu0/fo8fXXtf7MfZ03Sng9OpRR9NvukksuGVBKTZ06FccffzzWrFlj+N5oNIqooB3ucKLk0RCBnpTi3YQ//5kemZQC8kv/YpIrHAaeeoom9x07Mj2OvEBK8cQGpJNSPLEtWKAdX39/6dOXskEkpdxQSmVL35OeUvYh7spnMzQstVIKoJTe1auB9euBz3ymsO8tBF4mpZxWSpWClOrtdXdxYkZKcd+XSqn8MNSDejPYJaUA6os8NnqFPCgl9G1QVaXFcMUkpdyuvMcYO5bmuULNzo2UUl6bv/QpccVOFbLqJ8WoqgLa2+lYeT2xcCE9P/NM4MknM6t8Z4NdUspr18+r0JNSUimVHaJSitejYvqeuB4dynDktrvzzjtNiSUAOP744zF37lwAwNq1aweq7U2dOhVr167F2rVrMXXq1Iz/u+WWW3DDDTc4cYhDDkaeUgCwZQs9iqRUPhAls/X1tMji1DKveUqJE9vo0fT78uXAunXaxCYOlL29uZUlpUBPT7qSS79LVwiype+ZGZ1LpVRuiMG+GSklVsjjfueUosWqUgrwjtm51zw5RHA79vQURl7zYkisfloMOEV2ZoMZKcW/S1IqPwz1oN4M+ZBSoZAWG3lxnCk29G1QVaWRn4ORlOJx1w1SymtKKZ9PKz3f1weMHFnc71+/nh7zUUoBWvz+gx9QQZj99gMuvND6Znq+6XtyXMgOM1Iql6dUIlGaNNJSg/vV5z8PHHEErUfr6+m15cuBf//bOtE6mOHIbXfJJZdYet+yZctw3HHHDRidM0YzU6DDtddeiyuvvHLgeUdHByaW0uykjOA2KSWCjXpFFQ/DKykbfKNffz3twrS0ANdeq73u92sVaLxKSol+UkDxPaWk0bl9VFTQTyJhnoonXkee0DmgLTR9z45SioNGDiJLBV4MeSWoFyG2Y1cX+ZPkg1IppYpBbJgZnfNio9RzQbliqAf1ZsiHlBLfK+cvY6WUSEoVq78VUykFOJe+pyjURl1d3tysq6zUSKlio5D0PcY55wCXX05trKr2Fu56UipXX5YZANbAawWr6Xvi/ZBIDL32FavvnX02/f6znwE7d9K6/Mc/loQUUGRPqalTp+LWW28deL506VKcddZZpsbnoVAII0aMSPuRsAYjUkpVNVKqEHNHPZjt1ZMmgDeUUoxwmJRSfj8tJvUDgNd9pfTtWyyllDQ6Lwy5/KGMKuSVKn0PoCCSvUVKAS/vVFZUaAumQnyleDE0lJRSXpoLyhH6oF6CkG/6HsOL5HexoR9rq6u1Nkomi6fO45jGTU8pwDlSimMijoHF9D0v9Su+lsWObXt6tLi1EFLqrrs0MikWy/SYygYxTrZS5EPGtdagj2v5epmRUuL9MBTVvnoFZTgMjBpF/WzUKElIMYpKStXW1mLOnDn45S9/iTvvvBNvvvkmlixZUsxDGDIwIqV27aKdEtHo0QmwUsrrpFQkQgqoWbNoktZPbGbki1fASjTe5XGSlOKJxU76Hi+MvLQj6EVYJaXEQLwUpNT48dS3enqojHOp4PWgsFBfqWQS2L6dfi+V0XmxSCkeU2OxdPJVwj7E+0GSUhryTd9jeHWcKSbEBaPPR8/FNiqWwqZc0/c4Bu7p8eamSqk2XDdtosfaWuvZB/pjjUTop6mJYvcvftHY/NwM+nPOlcLnxevnRZgZnedK3wOGNinF7RCJUFvNmqV5HEuUwOj8oIMOGvCUknAPRqQUq6ScLkPOu0RG6XteIaVEE7lwWHsOaAy115VS3L5NTbTDV6z0PW4XqZTKD6Ukpex4SgUClNa7eTOpperqCvvufOH1fjV8ON1/+SqlduzQ5OvFbmNuUzdJKbFogjjuc3uVei4oV+iDeqOxeihCpu8VDn2Zcq5Q6PdTXyuWpUGxSaldu2i8yude6u/XxtHGRuDDD9PT97yklOIxt9jpe3b9pID0OJzj9C99CfjPf+j1E06git/6+N0M+s3brq7s865M37MGM08ps/ld3LweyqSU3tTcbD06VCFvu0GKbKSUk6l7gPeVUvoBAEg3P+fn5aKUmjyZFsVOKqU4WMmmlJKeUvmB21QoJJoGI1KKJ/xiKqUA6ltMSh14YGHfnS+8vlNZqFKKU0bGjLFW0tpJcL8qlqeU3695qjEkKZUfhvpOsxkKTd/z6jhTTIgEinh/cpVCs7nLafB85TYpNXw4fUd3N6mlrFaGEyHGiUbpe17qV6VK37PrJwWkk1KKQnH7fvtppFRfX2aV72zQx/O5lFJevH5ehF2jc0WheKeY6cBeAse1S5cCL7+cez06VCFvu0GKbKSUkybngEZK7dyZaSLoBVIqmTSuaqCf2LyulGLSb/Jk4LXXnCXPsgX2ZmSd3FGyhnyUUk4pWuwopQAKHl95pbQV+Lzer7gt81VKlcrkHCiOUkocSxSFxg+xrSQplR8URTNUHopBvRkKTd/zkqKlVNArpRhMShU7fc9tTymAxt9PPqHxuBBSKhTS5gSvk1LFVkoVSkp985v0+wsvaH/nc8in+h4g0/ecgln6npmnFEBtGosNzfmL+5XPZ209OlQhb7tBCp7Uu7s1osgtUmr0aPr8eJwq240apf2NCZ5S+ojMn2/+N3FgKCdSCqDJ1qmqOIUYnUtPqewoF08pwBsV+LxWUluPQpVS7GNSbJNzoPieUgCNq0xKKYo98kAiHX4/XTvpKaVBpu8VjmxKKaB4MVGx0vcAGn8/+SR/XylRGSLG216cv0qVvseklB3SzygOF4kku+dgl5Ty+qaYVyBmAPT3a+uBYpBSzc1E7hgRk5EIETvZ1n2lAM9TZ5xhnoUwlBVSjCInD0gUCzypq6o2KLtFSnH1ACDTV8oLSimrMPNO8gq4bcVdJ6eOlUkpI/JQTN8Tq7LJydsa8iGlcv2PVeSjlAJKq5Ty4k6zCKeUUqUkpYqVvgdkLnKLUVp+sILviaG402wGWX2vcIhjrREpNdiMzoHCK/CJyhAxRvLi/FWK9L1EQjM6z1cpxRCtI+yeA8fIVudtL14/L0KMUcV1SC5SCih8U8XnMza7Z6uWYtsiWIEXvea8CA9eOgknEAxqgwYvejdvpkenPaUAc1+pciKleDD1olKKVWgAXT8e3J3ylRLNifXga6eq6SSJnLytoRClVCGLT1XNXynV2lo6ctbr/coppVQp0/cKJTuzIRspVQ7zgJchSalMyOp7hSOXUqpYpFSxPKUAbVMgX1JKVEoZkVJeWnyWIgtg61Zqi2CQ/BOtwkjV5YRSio8hm1JKVeVmq1UYkVKhUHZCyKn5KxymFDiRmDLyDvYSvKig9CIkKTWIIfpK9fRopIYbiyE2eixnUsrL6XttbTRh+v3AyJHOm7Lnqr7H6gaRBPM6eeAV5CKleOfO6fQ9USZtlZQaPpzKNwPAxo35f3ch8LqnQzl7SnlBKSWRPzhVWpJSGmT6XuEQU/CHmlIq3/Q9M6UUz19esjUoRfoeq60nTrSnjnU6fY+vU2Nj5mfpISp45LiQHUakVK771klPy3AYmDcPuP56YNYsbxNSgDZPSVIqOyQpNYghklK8EBo+3B0TSUlKuQtu1/p6muDNKuLli2yklKIYpzZKTylr4MnbTvU9nrgKUbTw54rXzwrY/6FUKXxe36ksRCkVj2tpuEPFU0qU85fDPOBl8D2xZElm6gIjEiHPjcGC5ubs58omyDJ9L3+IbWB0vw5GUorH33xJKY4TzdL3vNSvSmF0no/JOZA7fc/OOaiq9jlWSCmR7Pdq/OEViKSUFZNzwLn0PcYhh5DYYvNm+myvElKAN8cFL0KSUoMYIinFflJupO4BWvpeOXtKOa0+chIiKQVoQVAxlFKAcdvwxCJJqewoldG5qMCys1NZal8pr8ucC1FKbdtGgXIopCnSiolSK6XKYR7wMjioV9Xy89TIF7n8Q3gekul7+cMLnlKqWhpSqrMzv8098ViNlFJe6lel8JTKx+QcyK2UsnMOfX2aD6okpZyFkVLKKinlVPxx//10fZNJWsOYbV54AV6Pa70CedsNYoikFKfuOW1yzjAipVRVC2bKYTHiZaUUtyuTUjz4O6WU4oWkGSlVU0PHINP37KNUpBR/rlWTc0apK/B5vV8VopQSTc5LYfjtpHzeCKLvnJFSSqbvFQa+fqeeSnP5woXArl3At74F3Hef91MY8gGfy8KF1G9POQV4+mntXLdupZ980/fkIsHcU4rjASukVKEVsXp7NQLBDTW/HlVVtDHQ3k79Z6+97P0/L8SrqjRSqrdXI4S91K+GqlKKr5GiAHV19LtVUkputmaHmAFgN33PCVIqEgEee4xiqaYm4MQTaU4AvDn/yfQ9axhE+2kSehgppdwmpcT0vf5+CkSA8iClvGx0zqQUt7PT6Xs80edSSolt43XywCsoNSllN8Avdfqe1/sVk3xdXenVKK2glCbngPvpe4mE1iY8lkillHMQPaXCYWDuXPLU2HffwUlIMdjY9mc/A/bbD/jzn7VzLbT6nlx8po+1Rul7VmKiQiticSxTUWHvWhaCQszOjZRSgBbzemn+KvaGq6o6S0rl6yklKnh4M8kKKVVRIavE5gLP73aUUk55IvKY8pnPaPfwwQdnmp97BWJcJEmp7PDQsCnhNIpJSrGCR1RKiZNKOeyQG/kmeQV6UqqYRufi90mllH3kQ0rx/ziRvpevUmrzZppMi71o82L6gwhuT65uaKd9mZQqhZ8U4H76ntjHZfqe89B7cuy/Py2euru976lRKMJh4Jpr6L5jUg4ovPqeXCTkrr5n5ocoQlS0bdkCXHEF8MAD1slSkeQpFiHQ1ASsXJmfr5S4EA8E6Eecr700fxWblNq9m+IPRQEmTLD3v24opWpq0tdDZpAxrXXk4ynlVPyRTNKY0tMDfPQRvbZ5s6bEZGLYKxDPV8432SGVUoMY4iC8eTP97jYp1dOjTQQ8qeQqE+oVeDl9T+8pxdfW6fQ9s8BeekrlD3FHSY9EQutvIinlRJpVvkqpxkY65ng8/3LZhcDrRueBgLZYs+srVcrKe4DWpoUY6GeD+LkcfEmjc+egT3/4z380T4143Hs7xE4iEqFzVBTqZ3yusvpe4TBTStlN+wqHgSOPBG691X5FrGL6STEKqcCnT1nSH7eXFp/FTt9jlVRTk/lGpxl4jujv18a5fD2lxBRLSUo5i1J6Ss2fT2PK7t3aa7zGDYezpwmXAkZxkYQxyoAqkMgXPAi3t5PBLuAeKSXm1TOBUk4m54C3lVJ6UsotpZSZos3IWF1O4NaQTSklkopiUOuk0bldpZSilNbsvBwMIfP1lSo1KVUspVQgoKkdpFLKOYhBfSQCPPssLfwOOcS7qQtOgNM1mpqI7DjmGO1cC03f8/I4UyzkUkrZIQIOOIDu/Z4ee+q9fDdRCgGPw4Wk73Espj9uL8VFxa6iyH6UdlP3gPT+x0blhZJSeqWUWdq9jGmtw4iUykUoO5W+xxBJqU2bnPlMNyDG8XITPzskKTWIwYPw2rW0kxoIaKSGG9D7SpUrKeU1pZSqZhqd8+CfbdfHDvJJ3/O6osUryEZK8fWrrExvx1wpf1ZQSJBfSlJK9HXwKvKtwOeV9D23PKWMCAKjRa5EfuB74okniJSZM4f6UmcncO65g5OYYkJq3jxt/jv0UO1cV6yg12T1vfzhZPW9Z57JT71Xrkopjo30x+2l7IBSKaXyIaX8fq0/9vamG+AD+XtKcRyUSJino0pSyjq8UH2PC3gBmlLKi+DzFTfrJIzhoWFTwmnwILxuHT2OG+fuDaH3leLJo1wWIqKZt10DYzfR2aktIt1WStlJ35MTuDVYIaX0xJETihYnSKlSVOATJ3CvIh+lVDRKldKAoUtKlcsGhVchekotWECm34zOTs0Q3GueGoWA/UPOPlt7rbtbO1ceL2T6Xv7IpZSySgREIsALL9D4duyx9kjSUpBSotG53ZgvW/qe3++txWc+irdCUAgpBaRvEOstKvIlpUIhjdQ328yVMa11GFXfKzYpJSqlOjvtbxIWC7LynnVIUmoQgxejHKC6lbrHGCxKKbGsuRfAJF9trTaoOVl9j3c0gdxKKSNSysuKFi+gEFKqvz9/grTclVJeDgzzUUrxbnxNjf2USqfgdFCoh1RKuQu+fscdR6SMOP5zgO5FT41CwP4h4tzD5x0OA1Om0O8yfS9/OKGUYkWbqN5j4tAKMVUKUmrMGCKP+vrSF7hWkE0p5bU+xdc0Gi3OhmuhpJRIojlFSilKbl+pcog9vIJ8jM7dIqWYAPaqWoo3AYtVVbScIUmpQQz9YrRYpBSTKOVGSlVWaoObl1L49H5SgLHHU74Qpcxmi8ZsRudyAs+OQkgpVdXa2S7y9ZQC0kmpYqsGyyEwzEcpVWo/KaA0SilpdO4c9EG9OB7bXVSXG8RzFX+34ynV3EzkiFH6XiRCfx+KEEkUo/vVChHAiraZM+l5ZyfNHVbVe6XwlAoEgLo6+t1uCp9+Ia5XSnkJep8mNxGNah62TiiluF9wO9sh1sx8vyQpVTgKSd/LN6YVEY9r13fyZHr0Oikl+1VuSFJqEEOSUvagKBop4yWzc72fFGDs8ZQvRFLKLLA3UmbJCdwaslXfy0VKAfkTCIUE+RMm0P3Q1aWlnBUL5WB0XohSqlSpe4BM3yt36I1ixcWVXdP9coM4J4vnbYeU8vlItfPII9prgYCm8vGSD1Ax4YRSihVt/F5VTVe05VLvlUIpBeTnK6Wq2ZVSXouJgsHibbhu3EjtM3w4MHJkfp9hlL7H6wvAOrHG5ypJKeeRj9G5k0opUSU1Ywb97nVSyssxrVcgb71BjGKTUkyalGv6HkCTF5sregXZlFJOklLZTPikp1T+EHPv9bBCSuU7gReilAoGKVjfsoXUUqNH53cM+aAc0kLLVSnF92oxSKnmZlrkn3KK9nde5EYipJwYTGlmxYB+p1kqpeyRUlwJ7q67aF5tagIeeghYsoTUPFYrxQ0W8D06fbr2GsdrkYhG1NhR14jv7ey0vilSKlKqqQl47z17FfhEtY6Rp5TXFp+KQptjfX3uK6XE1L18fbVEUorbefRoTbnd12dtXaHvU5KUcg483sbjmWo2MzgZf/B8N3IkMHEi/e7VCnwyfc86hui+0NCAfnKXpFRu8LF6USkl7hQ5aXSeq/Ke2feVA3ngBeSTvldRoQV0+fqbFZoOUSqz83IwOs9HKcWLnlIqpcRA0g2IBIGRKqWqSqpSCoF+p9nIU2qwwshTCrBHSgFaOllLC7B8OXD//UOTkAK0e/Spp+h5MEhzD9+j+Rhki5svdsbHUiul7JBSfKxM9gDp86wXSQ07qZiFgEkpTqnKB0bpe8OGaW1t9Rx4zODPk6SUcxDHW66CV8z0PZGUGj+efve6Ukr2q9yQYeEgRjCoDRyK4v4OPZMm7e10E5Zb9T0gfTL0CozS90RPqUI9f6yQUkYeVjyxSFIqO/IhpYDCUq2SSS1wztdUm4PKYpudl0NgmI9SilUHQ0UpxYv/v/1NO/d//5sWu0OVBCgU2TylhlL6Hv8uFiWxswu9YAHtro8ZQ/PeUO2LfI8+/jjdoyJpvGABcP759D47Pj5i7GSHlCqFpxSQXoHPKvQG2vw7w4sbKsWqwFeoyTmQTqCJ/cLuOejTyqySUjKmzQ1xvOV4ohTpeyIp5XWllBfHBa/Bw2G/RL5gSXY4TINwWxsRRuyd4FbaxIgR9B39/cDOnVIp5RRYeSYqpcTBv7c39w5FNnBQn42UMmqXciAPvIBCSKlYLD8CQVQSFKqUkqRUJqSnlDH0BAEv9q+8ksxv+/uBSy4ZuiRAoRA9peLx9DFlKCqlxMWNHVIqEiGDa7+fPiMSGbp9MhymsemWW6gP7d6tkcbi4j8Wyx4jMMpVKWXHU8rIQ0f83YukRrE2XFlZ7QQp1dub3tZVVbTpbVcpZddTSpIHucFqfpGszrXWc5uU6uigMadU1Y3NINP3rEMqpQYhWJIdiWiD8Lhx7qdNKEp6Cl85k1JeV0oFAtoAX6ivlF2lFE9C5UAeeAGlUErx54ZC+V+fUpFS5bCrZFcp1d2tLdC8QEoVI32PEQ4De+xBgWNV1dBd/DsBMf1BP+4PJaVUd3e6SgqwHvCLSqCnn6ZHjpeGKq6+mopbjBtHfYzvUVHlbjUmEgkDO32ylJ5SAJFSVtVgRtXGxDnci3NXMdL3kklNreIUKWWklHKblJIxbW6Iqav8PNdaT1+ooxCIpFRVleZ7umVL4Z/tNMohpvUKJCk1CMGS7IULtQliy5bipE2IFfjKkZTiycsrpFQ0qgV2IimlKM5V4OMJ3oqnFKC1jZzArSGf6nuAtsgqhJQqJBWCg8rt24t7P5SDhF5USllZyHBqSG1tacdDvlfz9SnLBSNSijdHmpo0VYpEfhB3mvVq3qGklEomqa+J/djKPCQSUhwHifHSUO2bixdTfDFqVPo9qijavWyVCNAbnVtFqUiphgbaqI3HSeFvBUbH6uXqe4B9QicfbNtG96TfX9jmi1H1vZqa4pFSXo49vAR9ld1cxvZOKqXYx4orPHo5hU96SlmHJKUGKTjQWr2azDzfe684Ph5MSkmllDPgICkUyiQYnKrAZ8WTg42LAW2il55S1iAqpfQEhltKqUIq7zFGjCASBSjeRK+q5SGhZ6VUImFtrPBC6h5QfKWUVKU4CzGo1y+shhIpBdD5i/3NSqWvZNI4DuJ4KZl05ljLCbnuUSYCjKrHGiEfUkpVtTim2J5SFRXkLQZY95XSG2gD0lMK0FTVEycWFhfmUkpZPQfuUzJ9zx2IawYrFiJOxh8833GMOmECPXrR7Fym71mH5O0GMcJh4Ne/pgl01KjipE2wmkcqpZyBmLqnD7qdqsBnJX1PUYgE6+ykib6+XiOlJPufHXpDSPF5NlKqEFNqp0xjJ02iHan164Fp0wr7LCsQF4Ve7lfBoOaf19mZOyDzQuU9oLieUmaqFIBeF59LWIOY/sDjPvt6DDVSSnxuNdjP5qU5FPuilXu0spLU2lZiIlXNj5Tq69PG/mIrpQAal7dupc2DAw7I/X4jTymvV98rhlLKCZNzwFwpZScFUVW1PivT99yBOO5auW/dSt8DvF2BT6bvWYdUSg1iRCKUZ3vggdoiwW0YKaXKsfqeV4zOjUzOGU4ppZiUynWd9ISdnMCtQZy49WlTVtL38km1cpKUAornKyUGK17uV4piz1fKC5X3gOKSUlKV4jyMPKUaG+mxq2twt6meFOnuzq/ynoQGK/eoHSKgvz9dDWyVlOK+7PNZM1N3GnYr8OkVOID30/eKkQXgBimVr1Kqr0/rizJ9zx3o0/dywS2jc6A8SCkvjgteg2yiQQr9Dhg/B9zdEZRG587CyOScIZqPFwImpXIF9noPK0lKWYNYpUQkmMTUL6M0u1Kn7wGlJaW8vqs0fDil11pZePFip9SklJNBoRFEkkCqUpyHkadUUxN5uagq9UUO0gcb9JsvPT3anCRJqfxg5R599VV6tEJK6VP87BSCACimsZKG6TTsVuAzUkqFQkSqJZPenLsGEyllpS+KSlImOnORUqz+9+L18yLsKqWK4SnlZVJKzlO5IZeTgxClTJsQjc45QCknUsqplDinwEopI1LKKaNzK+l74vdx28hdJWtgs9hoNJ2UEq+b0YReSP6900opLvPsNkQCzuv9Kh+llFfS9+JxIjGcXgBK5Yq7EIN6Hj9GjKDxo7ubdo8HKymln5O7u7X2kP3NPdghAvSEh1WllFPzVb5gUqoQpZRoceDFjbpipu9NnlzY5xil7+VLSlVXa/OcSEoZzX9S0WIP4prBiqeUU6SUmK7OnlJMSrW3U58pRRqwGWT6nnXI9L1BiFKmTYieUkZmkF6HV5VSxUjfs0tKSU8p6zBKxeNAvKrKmIDhCSyf9D2nlFIcXG7apF1vNyESnaXYMbcDsQJfNqiqd5RSYlDkhlpKklLuQvTkEBdrTJAOZl8pnpO5b8n0veLATvqeXillN32vVAtJ3iywqpTSexUx+Pi9GBPZuY75oKNDU6+w6XS+YPKps1M7XtFTykp8ns33K5EwNu6XG632YNfoXEw/LwR9fRrRw5sw1dXknQx4Ty0lSSnr8ODQKVEoSpk2MXo0LSYTCW3gkaRU/siWvldMo3MgkwST6XvWwZO3GAjl2h0uJH3PqZ3nMWPo2GMxCth5N8otlFOfsqqU2r2bgihF0ao8lQpiu/b3Ox8kSZLAXYhBvagEGDmSiE+r6VLlCD7f+npgyxZ6Lvub+7CjTtG/p1xIKd4s2L6d7q1cpITZ8XqZlHK7+h6rpBobC4/5+f+5+jRA41w+SinxWEIhuraJBMVIeh9VudFqD6VK32PyMxhMX7eMHw/s2kWk1PTphX2Hk+B5SpJSuSGVUhKOwu8nYkpEOZJS5ZC+x4RDoUopHjBl+p57yKaU8jIppShU3hkoTgpfOZFSVpVSvPteV1f6oEQqpcobYlDP93hNjbZbPJiVUjzPsWpYKqWKg3xIKe6PoqIhG0pNSo0eTWNjMknEVC6IhEdzs1ZEiI+fx9lIhP7uBbidvueUnxSgxeE8R1VW0tiXDykl9ilFye4rJRUt9pCvUqrQQiti6p6oqOdN002bCvt8p8H9WPar3JCklITjEAkU9tMpF+grzJUSqqrtFBml7zmllOIJPl9SqhwIhFKjXEkpQEvhK4bZeTn1KatKKa/4SQFkxOtLzfpuVOCTJIG7MDI6Z6UUMHiVUmJ5d44vJClVHNhR2LASuK5OWyxaUUuV2lNKUeyl8Ikkms9HXq2RiHb8fr/m7erzyCrL7SwAN0gpBhNLdkgpI98vIDspJTda7aFU6Xv6ynsMThuV6XvlizII/SXKDQ0NwKpV9HtVlfe9YUR4KX1v1y4avBUlU30GaBO1WSURqyjUU0pO4LmRDynF/1PK6ntAcSvwlZPRqFWllFf8pBiBAN3zbpJSpSjrPhRg5Ck1FJRS0ahW3l0qpYqLfIzOq6poXuvspB+j+EVEqZVSAJFSGzdaI6VEQlgsIsSE6Vtv0Xxp5O1aKrjtKeUmKcUxkp343Mz3KxspJdP37CFfUqpQlbYZKeXVCnwyfc865K0n4ThEpVQ5pe4B3iKl2E9q9Ghj4scppZTVwJ4Dxp4eWiCUk6ql1JBKKWsoJ5mzVaWUV0kpmb5XfjDylBoKpBSTFopCKhxAekoVC0xKGRlD68HvqaxMJ6VywQuklJ0KfPrUMCaefvYzUre3tADXXusdQgpw31OK0/udIKX0Xk96UsotpZRUtNhDqTylcpFSMn2vfOERYanEYIKYalZupBRPYNFocaqNZUM2k3PA+ep7+kBAD26b7u70Co6SlMoNVo6IpBQH62bEUSH5924ppVit4BbKiei06ynlhfQ9QGvbfKo65oIkCdyFGNSLi67BXn1PVOCI857sb+7DDpnBZEFlpXXSHig/UsqI8AiHqZBFbS3FwF4ipAB3PaViMa3dnCClFCU9HuUYKR9PKZm+5x5ERbQVpZSo9C0EuUip9nbv+AIDkuy0A0lKSTiOwaCUAtyTOWeDaJqpNznXm2aKyqVCkI+nlDiplAOBUGoUkr5nlzyIxbRJ0Aml1PjxFCR2drq/6C0nUsquUsorpBQHRlIpVX4wIqWGDRv8SilxgSlJqeLCjjpFJKWYtLdiL1BqTynAuqdUMqlt5IkL8UiExtY996TFN8dxXoGb6XubN9OGVU1N7lRNqxBj8Xw8pfIhpWT6nj14LX2vpoZIYcBbKXwyfc86JCkl4TjKWSkVCGgDZymYdtE0k5VSDQ3GppmicqkQ5JO+J6rI5K5SbhSSvmd3AmfljqJYCxRyIRTSAna3K/CVEyllRSmlqtoixyvpe05VwDGCJAnchbjTLC667KhSyhFiupS4OSL7m/vgzap8SalyUUrxHJdLKSXGhdwXOT5bsAB4+ml65DjOK3AzfU/0k3LKQ1ZcO+iVUlbOwaj6nvhZ2ZRSkjywBruklFMbYu3t9CiSUryhb+QrVeoqmFIpZR2uhf7Lli3DxRdfjLfffjvt9bVr1+Khhx7C1KlTsXbtWlxyySWoZWpTYlBAJKVypYR5EVVVtNAsha+UaJrJ7fjRR2QcrzfN5Mm2t5cWv/kGA1aNzjlI0JNS5UAglBrF9JQSP9epAHHSJArWN2wAZs1y5jONUE5G50wExGJ0DxndP21tFID5fMYVNEuBQgz0c0GSBO5C9JTi+1xcdA12pRQbaANSKVUs2FGniKpr7qvl5im1cyf1K7M+xX0xEKAfkZDi+EyM48TnpQTHb/E4/Tg5xzrpJ8UwUkrZUXuJY4aIbAo+nhPlRqs12CWlnE7fE6kD3tDnzBImpcT7s1SQZKd1uBL6M+m0bNmyjL+dffbZA0TV2rVrcfHFF2PJkiVuHIZEiVDO6XtAaUkpQAtgrruOJs62NuD7388MbHgS4HLZ+apirHpKiWkT4qTilZLHXkYhpJTd9D03UiEmTQJef919s3MmO8th8q6qor6fTNJ4YURK8a57Y6N3Al2nJPRGkCSBu+Br19urXb/q6nQCIJkcfGOyqAoTFcKyv7mPfNL3xKrL5UJKjRhBx93bC2zbBkycaPw+vZ9UMmlcZY+fi/6bpYTemsLJ+MDJynuMbOl7XI0z26ZbPkopmb5nD14yOuf77ZZb6HHzZmPCuBSQ6XvW4cqtd9ZZZxm+vnbt2rTnU6dOxdKlS904BIkSoLmZguFwmAb+ri5tYolEaHKeP7+UR2gNoiKoVDj/fODqq2niFcsOiwgGaaGbSFCgVCgpZRbY83U9/nh6LnpKbd8OLFpUHte1lDAyOi+GUsopcAU+t9P3ykkppSi0kGlvpxQVo4IEXqu8BxRW1TEbVFWSBG6D7wtREVVdrS3WVJXuf1bxDRaYeUrlmrskCocdpZSouuY5z0r6nhc8pRSFxum1aynl2oyU0nsVZYt9vKCQYvj9WrxYbqSUPn2P55ps6v5CjM4leZAdvCYQ1d9iKqvZWs8pUsoofQ+g++3DD4E77gD++Edgr71KT0gBMn3PDoq6n7Z06VKM1rngjR492lBRJVF+EP2QeLCqqjL2Q/IyeDIslVIKAH73O5p0fT6aeI28CRTFGbPzXOl7fF0ffVR7fzRKgdvWreVzXUsJXjSJZbXdIqWcrLzHECvwuYly8pQCcvtKec3kHHCPlEoktOqMkiRwB6y2E1NTfD66X3hRMBhT+IxIKVXVCA/Z39xDPul7dozOVdUbSinAmq+UmQKnHOCGr5SqanEBb145gWykFJD7HHKRUkZztkzfswZeEzz3nPY8GMy91nOClGJlOpBJSgHAt79Na6Pubk0kUWpIstM6ihr6tzO9qUNbW5vh69FoFFFhFdcxWF08BwnEPHqeUN59F/j0U2+w1VbBk1ipSCke2JuagJNPBmbPNvcmqKmhwLwQs/NcpBR/5z33kKy9qQm4914ipSZPLp/rWkqUylPKKTAptW0bLTzc8oorN1Iql8G010zOAfeMzsW+LUkCd6C/L8QF18iRtBAbjGGSuMAMhWjRoarArl30uuxv7sEOkZGP0Xk0qqW4lZrosUJK6dP3ygmVlXT8Tlbga22la1hR4ew8Z0RKKQrd/9Eo9cdsdsSy+p574Jj/d7+j6zBtGrB4ce5UOdETMV90dmqbX0aK4Geeoe+Jx2mDJhIp/RpFpu9ZhyduPTOy6pZbbsENN9xQ3IORKAh88//sZ2QYuX07cM01pR8U7KCUSikmpPbaiwLu2bOzm2YWWoEvHtcCwmxSaP7Oyy8nYqKjgwI4J3fGBjP0pFQ8rgWGZuRRvobUHGw5qZQaOZJ+du8GNm6kIMQNlFP6HpBbKcWklBeVUk57SomkVLlcv3KDvl3FRfzIkbSYHuxKKVYId3VpaRySlHIPoo9PLohG57xgzOUpxbGLz1f6wjhMqvC4bQQzsqMc4EZsyyqp8eOdHfeNPKUA6iPRaG5izYw8tJK+J+ev3AiHgTVrgD/8gdYqnZ25xQdOKKV4fhs2LPM6cZW9o4+m9efUqd4oNsBxrZyncsPyrXfnnXdizZo1pn8//vjjMXfu3KyfUVtbm6GKamtrM62+d+211+LKK68ceN7R0YGJZoneEp5BOAzcfTfdgGPGlBchBaSXnC42OBebU+Vmz6ZHM9NM0V8jH4gLyVzV98Jh4KqraIBVVVpoy8nbGvSklHi9zHaHC03fc9qfY9Ik4L33KAh1i5Qqt53KXEqpoeQpJfr7OFX1USIduUgpYPCTUvzY1SWVUsUAE0WxWG4TfdHoPBdhzxCrSJZ63LBDSpVa1ZUP3CSlnPSTAtIJSjGWqaykMS4bKcXFf4DspJTeLL3cNsVKjfPPJ+8mv59+cq31RKVUvhXDzfykRFPz+nrgttuovy9YUHpiSvYr67DcRJdccknBXzZ37lzccccdGa/PmTPH8P2hUAihXCtlCc8hEqHAZdw4YsS9IJ+0g1IqpebPJzPp5mYKtPfZR/ubURsW6inFC0lFyS0tjUTofYpCAWpLC1UVk8gNPSnFgXhVlbl/Qb5pVm4opYB0UsotlJshpNHCi01Azz2XlKKAttjxQsEHt0gpaXLuPvRjhbgwZoJ0KJBSw4bRvcULU9nn3INIDvT1ZVcIiVYA4tiYbQHqBT8pHrM/8xl6Lqbv6cfsclZK2fEHswo3/KSA7EopIPs59PVpKV5m1feSSXqf+D3ltilWarz8MjBlCrWplbWeOH8lEvm1M89vei2LWAWT79+VK4mc4r+XCuUW15YSrt967e3tA0qoqVOnpv1t7dq1mDNnjqlSSqL8oC/Byc+B8iGmSu0p9e679Lj//rkHsULT98SgPtuuBV/HvfemiWXaNGDJkuw5/RIa9NX3rPg+GflQmUGsfKlXSjlFhHDQ6SYpVW7yeSOlFJuAtrdTuwcCwOjR6WNjKeFUBRw9JCnlPnJ5SgFDg5TSEwKyz7kHjg1UNTcpxTGT6CmVTNLrZv/nBVKKx2wm1XbvpmNesiRzzPbC8eYLJmDcIKWcUkpxLGPkKRWJaBWAs8XnPF4oSubYEAxqnkNihXCg/OKPUoJT5S6/3PpaT1zPxOOFkVJ6pZQY3zY10Yb59u3A+++Xfu0p0/esw5Vbb+nSpXj66acBkC/UIYccgrPOOgsAsGTJElxzzTU45JBD8Oabb2LJkiVuHIJECaAnpIDsfkheBU9SpUjfAzRSilP3sqFQpZSVhaR4Xd94A/jgA2DWLODFF8nEvtyUcKWAvvqeFVLKjvcPB9X6z3aSCClGBb5yCwqNlFJ8L/zxj3Qt5syxZgJaLEilVPkiW/perlTScoaelNITArLPuQc2l+7ry01m8PxWWUn/EwzSuNDR4W1SSoxT29tps+3//T/giScyx2yx8mW5wY3qe0wSOUVKcSxz4IHa88pKLZbhPpWtL4oplvrNVkWh2Ki9neZnrhQOyDQrq8h3rSe2a76bYmaklAhFof7z1FPAO+8AhxyS33c5gWRSU2nJfpUbrjTR3LlzMXfuXNx6660Zf5s6derA60xUSQwOiPJJEWZ+SF5FKdP3VFUjpXhSzoZClVJiEGkG8bq+9x69xkbnDQ3lc11LCbP0PSuklBXyQAwIOFXihRfoxykihIPOjRtze4vki3ILCs2IgHAYWLGCvPVefBHYtMkbhBQgSalyxlD1lOK5mOdmSUoVF5WV1kgpsfoeQKT9zp1E2psVe3CjWmw+4LH5hz8komX3bk0FIqKcPaWcTt/r6gLYJtgpu19u79/8huJTfWW3lSuBV1+1RkqZEaEiKSVCpu9ZQ75rPTF9z01SCkgnpUoJMc6S6Xu5IW89CceQLT3IC4sxqyilUmr9eposQyFgxozc7y/U6Fz0gDCDeF25bXgynzGjtP445YJCSCkr6XuAdo9dfTVNhN3dwLe/7dy9N2aMtkvZ0kKecU6j3ILCbGa+e+2lebVZMQEtFvL1KssFSUq5D72nlFH63mBUSunVNDJ9r7ioqqK4pBBSygxeUEoxwmHghhuIBE0kjMdss6pu5QCnN1w3bqTHujpnr184DKxeDdx+e2ZltxtvpPcUSkoBmaRUuSm1S4V813qKQpuZyWRxSCkA+Phj6g+lul/FOEvOU7nhwl63hER5o5RKKWb1DzjA2sTolNG51cGS24aDTDOTbol0uK2UYpx/vlbZpLLSWSLE5wMmTKDfC0nha24m+bcRXnqJTCrLZUcpW8rUY4/RdRBNQL0A7ovSU6r8YCV9bzAqpWT6XmlhRWGTTGpzlUhKAdmJUi+RUpEI3WOKQn3OaMwuR6UUz7lGnlLsDZQP3Kq8BwCXXKKljoqbOlZSECUp5V3YsaUwglVSqrGRCswkk6RaLxXE+F2ul3JDklISEjqU0ujcjp8UkK6UyrbYNws8rCilRHDbMCklJ29rKISUsjN5//nPRErxjpTTRAgHn+wjkQ/YM0J/bJEI8NprdOzl0q/MlFKRCPDWW5Sycu+9WlliLxBTUilVvhiK6XtieXdeVEulVHFhteIZg+MJHh/1i38RXiGl2CfntNPIM3P6dOMxuxyVUjznvv02Pef7ic8531R8p/2kRDz7LCnx99orfVPHill7rmskSanSgYmZfEmp9nZ6zEVKAZpaqpQpfKIlRbZiUhIEeetJSOhQKqWU6CdllZTiSbenJ93sWlTIZDO7tktK6ZVScvK2hmKk7zHx2NRE/efkk50vMOBEBT4jQ0zuowcfDGzbVj79itUpvb1aNZlIBLjrLkppaGoC9tgD2G8/ep8XCj5IT6nyhc+nVUIDjEmpjg7NV24woL9fW8Dw+erHzXJRVpYrrKhTOJYQK55ZMd/3gqeUGCPNmgUsW0Zm51/9auaYzW1QTqQUH/utt5JypK/P2KzaLtxSSvGxXXZZZmU3KwRprmtkREqpqiSligFuW7ZqsAvedLFS+fvAA4Enn/QGKSXjImuQt56EhA6lUkp9+ikFb5WVwN57W/sfDtK7utIX+x0dwNSptMCPRMwDj3yVUjyZy8nbGvKpviemWeVaZHLQdvTRtBs6bpw7lS+dqsDHx3LbbcB11wFTpgAXXQRs3gz897/l06+4uo+qElE7ahQF/SeeCCxdShJyvme8UvChUPm8GSQpVRxUVGjXzshTSlVpfGGVSrlDTE2XSqnSgIkAnr+MwCRBKKTNVdk89xheUEqJxs07d9JrLS3AOedof2d44XjzQThMZNuiRbRpMnly4cU3OA7gzSonkKuy2/Tp9LvTSinxGpdL/FGOKFSpbTV9D9CUUp98QmNQKeZEPk+5cWIN8taTkNChVEbnrJKy6icFpCulAG3yvv56krlOnAh8//vmgQcvJO0qpTg4lTnS1pCPUkpfPjfbpMZBdTxOpNT48fS600SImL5XqBojHKZKR7299BMOAzfdRH8rl6DQ56Nr2NlJRPCoUWQC+uijREpNnZr+fi+YnXPbWlXgWYUkpYoDvz9TOcSvV1fTXLB79+AhpXhzKBTS0oykp1RxYSd9T6zkWy6klGjcPHo09bVolIgpccxWVS3W4lionPDFLxLpE4sVXnwjHge2bKHfnVRK5ars9vrr9Oi0p5S4SVMu8Uc5gts2n02xWEy77lZIqbo68kHdtIl8pT7zGfvfWSjKraJ0qSE9pSQkdBDT9zhNohhgiSmz+1ZgVH0vHKaBkL04sgUe4u6mFegDMUlKWYNISrGSAbCWvgfk3lWaP5+uMweJYmW8cNi5CokTJxIR1dlZuHcNB8eKQguASKQ8d5WMFl6ffkqPe+xR/OPJBamUKm+Iwa1+IT8Yzc6NFpj68y6n8aIcYSV9z4iUspK+5wVSSoSiaJs6mzen/80olbSc8NprWppaocU3tmyhFKzKSqC+3rlj5FjGCOEw2RIAkpQqVxSSvsfzWkWF9fuv1L5SMn3PHiQpJSGhA09kiYTzvitmUFVg+XL63aqfFKANzCKBJi72OzuzBx75pu8x5ORtDTwhqSr1Kzvpe4D1fshBNAfVTiMUAsaMod8LSeGLRIC77wYaGsjD48gjSZrPgUM5kZ1GC69yIKWy9al8iiZIUqo4EMdc/XjsZbPzfPoUYExaiOcdCAwe/yyvIpu5NF9Xow2uV16haqrZjM694CmlhxkpZZRKWi6IRMhfp6kJ2H9/YN68wopviCbnxbz/rKj2clVIlKRU6VCIUkpM3bPa57xCSsmNE2uQpJSEhA7iTl+xfKXWrCECqapKy5m3Ag7OWRXF+fhNTbTYHzWKFv9mgYfdhaQ+EJOTtzWI7RuLWQvEFUUjZ6ySUkZKKadRqNk599Ezz6R+ClCQvGABpbC2tJTXBK5XSqlq+ZNS2SokmlVrspsKLJEfRMJWv+gSzc69hnz6FJBZeQ9IP29JgroPvqeNiAC+ro88Qs/5OkUiwDPP0DxWTkopIDcpVVWVf8W6UoDvsYsuotggkaAqg4VUhXXL5DwX7JBSZsRhNlKKi0lIuINCPKXsVN5j8Cb/2rWl2ayRpJQ9lNGwKiFRHPh8WhBWLF8p9pOaOdOeSiQY1N5/zz0UYJx/PvkiAKRqOeEE88CDlVIiEZcNkpTKD/mQUoC9SmldXVrw7yYpVajZOXtGHHec9lp7O0nz99uPSJ1y6ld6pVRbGxFUPl/xA3YrsLJTGQ5rC5Y77gBWrsxdrUkqpYqDbEopL6fviX2K5yIrFcBype/J/uY+shEBfF3/9S/aUAiFtOt61lm08WDmKaWq5UVK5TLQ9ip4zp0/n9TJABXB4WuXj+ekGybnVuC2UqqcYo9yBK9XCknfs0NKjRql9VHORikmJCllD/L2k5AwQFUVETbFUkqxtNRO6h5AOzrV1RT09fVRgHHKKcDixdp7pk8nLyCjwEN6ShUHikKTUn8/9Slu91xmxIEAvdeKKTWrpEaNcje1oFBSiv2tXnxRe42DjenT6XzLKTDUK6VYJTVhgjcXzFaJTiYJfvxj4NprgWnTgG99K3fRBC+e82AC3xvV1Zk7+l5WSgFa3/ntb4E//pEWh7kqgElSqvTIlr4H0PVbsYJU2f/8Jy3+eOPhqafMSalYTFuceomUmjCBHvWkFMeD5UZKiZ6SY8YQIbV9O20C5Wt2XiqllOj5aoZ8qu9JUqo4KMTTkuPE2lp7/3fggZRu+s47VKG6mJCklD1IpZSEhAF4MisGKZVMUkAH2CelAG2CPeUUCjBY4spYudLc7Fqm7xUP3MZtbdpruYJbO0qpYqTuAekV+AoBl94GtD5bjhO4Xim1di09ejF1D7DXp774RQrwVZXGimwLGElKFQciKaWHl5VSjNNPp7FjzRpSE+ZaFBuRUsGglj4l+5v7sKJOmTVLSznnym7cH3t7jRehTAooirc8mlgptXVruqLDi6ouu2hspMdt2/L/DFX1dvpeLvJQJKXYi1WSUsWBU55SdlBKX6lyjGlLCUlKSUgYwMpujFNYs4Ymx+pqUiPYBU+8HLzrSamPPjL/X2l0XjzoSanq6txKMzu7Sm6bnDM4CN22Tes/+UAk57jP8nmWkwLPTCk1dWppjicX7Hg63HwzBe2KQouAbN4jkpQqDvjeMFoYe9nonPHHP2oLwVx9CjAmpRRFO3/Z39yHFSLgySfpulZVaZXdxD5qZHYukjxe8vGpr6d+lUikkze5qrqVA7hQyfbt+X9GWxu1hVipsFiw0hetKqWSSe1zJClVHPD8VUxSatYsely/Hti1y/73FgKOiyQpZQ2SlJKQMEAxSSn2k5o1K7/FOAd+PBHzwM0E19at5ukc0lOqeNCTUlaqDfFEZiV9r1ik1MiRRMSoKrBxY/6fo1dKcalqoLwmcL1Syssm54B1ojMSAR56SCuacMAB2U1xJSlVHFghpbyavheJAA88oPWpU07JbbRsRgRIUqp44PjALB6KRICXX6bretttmnfYvfdq85xRn/Sq8kgkW8QUvnL1lBIhekrlC1ZJjR9f/LlaJKWY3NYjF3kYDGqxK5OlkpQqDkqhlBo5Utsk5PVWsVCOMW0pIUkpCQkD6NVHbiJfPykGHysHTKw6GT9e80ZYudL4f5mUshrY68mrclK0lBr5kFL8P15K31OUwivwAemkVDyenuJRToGhqJRSVWDdOnrudVIqW5+KRKhwQm2tViFxwoTs1ZokKVUcZEvf87JSis2vDzxQ61NHHJG7ApjZApOfy/7mPnjeN1LG8nWdPJmua2Njuqn9jh30PiNfKa+SUoBGSm3apL02mJRSra35f0apUvcAbWOUU8r14ErUgPl1UpRMX6lyjD3KEU54StklpYDSpfDJ9D17kKSUhIQBiqWUSia1ihA8aNqFXinFpFRtLTBjBv2ei5Symr6n936QE7h1cBszGWOFlLKTalUsUgoo3OwcSE/fA6jflmNgKCqltmyheyoYLM51yAdWSKlkEjj++HRD0e3bs1drkqRUccD3Rrml73EFsLFjtdd27MhdAUwqpUqPbClTyST5VTI5z6QHX1ee94xIKatVaEsBI6VUrqpu5QAnPKVKSUqJG6NG/VFUUGW7TpKUKg0KSd/jtU05kVIyfc8e5O0nIWGAYimlVq+m7xg2DNhzz/w+gydevadUbS2pG5YudY6UAoiUYrJOTuDWwYsnO6SUVVPqaFTb+SwmKVWI2Xk2UqqcJnBRKcWpe5Mna0bMXoMV+fz8+cBdd9Hv++0HfPABkVKqKqvvlQLNzZopuJ6UikQ0YkBM32MvMK+AC22cc472Go9ZdqrvcVsYkVJiW0g4h2zpe/Pn09jX3EzPOT0MoOv63nvAW2+VV/oeYFyBbzCk7zFp2NFBBI5V6wYRPO+XgpTy+eiej8Xo+PUEBY8XipJ9LpKkVGnA7SsWELCKQpRSM2dSn9i0iWLwujr7n5EPyjGmLSU8GjZLSJQWxVJKMWs/c2b+i1h9+p5YNlVUShnl3+dDSokBmZzArcPN9L2WFnqsrs5vwraLQtP3kkmtHerr6bG9XTvPckoLZaVUVxcVLQC8m7oHWPcpe/VVejztNArm+vsziyiIkKSUe/D5tBQ30VOKU6d47uC+mEwaG0uXGrGYNlYBWmpXNuhJKW6Ljz+m59zf9G0h4Rw4HjIzl2bT7JEjM2MJ/eJfhJdJqcGavldTox1/vmbnpVRKAdmVe6KaLRspb0ZKlVPsUY6wo/4XoaqFkVLDhwN77UW/F1MtJdP37EFO3xISBuAgzG2lFJvu5esnBZgrpUaOpEG4ooIqThh5CPBC0q5SiiEncOsoxOg81wQumpwXQx3BweimTeZpN9mwe7em5JgyRXutHHeVxOu4YgU9lgMplU0p1doKrF1L1+eII7RdxWyLGLv+dBLWIXr0cDXVd96h5wsWaEqjQEAbn71odr5pU/rmiBVfG57X+Ly4LZYvJ4IrGNQIKbEtJJwDxwdm1VZ5XODUMBH6QhAiyoGUamnRVB2DIX0PKKwCX0+Pdt+WmpQy2jS2ShyakVLlFHuUI/I1Ou/p0e7DfDdeS5HCJ9P37EGSUhISBiiGUiqRIGk7kL+fFGBudF5bS8EkV50wSuHjnSZJSrkPXqxzSVonSali+kkBZGgbCNCEm483BacwjhwJjB5Nv5erp5Tfr92DH3xAj14mpazsVL7+Oj3usw9dI15sZlvESKWUu2Ay5v33iZB59VVjEoZJAC/6SrHCgvuIHaWUSASEw8BRRxFhcM89kpByG0wCxOPGi0keF5jsECGmN+vhZU+phgaa4+Jx7fwGg1IKKMxXipVjtbXatS02sin3CiWlyin2KEfkm77H65rKSnvrFRGlIKWkUsoeJCklIWGAYpBS7Cc1fHj+flJAdqNzANh7b3o0IqXy9ZRiyAncOriNeTK2Q0rlSrUqNinl8wETJ9Lv+aTwMSlVV6f103IlpQAtOOf7iYlgL4IJAVU1Dwxfe40eDz+cHq0sYiQp5T7CYbpffD4iC41IGNFXymvgseKAA+hxxw7zsu4Ms0Xmt75F40RNDT1KQso9iHO+ERHA44KRUiobKeVlpZSiaPMpK5G9fLx2UIhSqpR+Ugwr6Xv5klJyo9Vd5KuUKiR1j8E2KVu35p+6ahdSgWcPkpSSkDAAT2huklLM1s+aVVjKlZi+F49rwR8v9s0q8Iklde0sJCUplR/0bWyHlMo1gYvpe8VCIRX4OIXRjJQqtwmc1SkA3Y/sk+VFiPesUb/q7wfefpt+Z1LKyiJGklLuIxIBRo2iHV9OW9PDyxX4eKyYPZvmvEQiu08ZoM3B4rwDAB9+COy/P91r8bhxW0g4A79fW6wbEQGDMX0PyKzAp08lLVcUopTie5h9JUuBbOl7Vs3oZfpeaZCvp5TolZsvqquB6dPp92KppWT6nj1IUkpCwgDFUEqxn1QhqXtAulKKAz9F0YLBffahx1Wr0nel43HtuZ0KLNLoPD8UQkp5LX0PKKwCH5NSo0drQQarp4Dy260U0xj22MNbVc/0EIMjo361YgUtPEeP1oxBZfpe6SH6Jj39tOYxpSdjyiF9b+pULW03WwpfIqGpD0XiwmpbSDiHbOqUbOl75Wp0DmRW4JOeUqU3OQey90WO2WX6njfBsV2+6XuFFvIpdgqfTN+zB3n7SUgYgCc0t4zO43HNFLkQk3Mg/Vh54B4+XKtCNHkypY719AAbN2rBhGhaKj2l3EchpFS29L1kUqtoVY5KKQ4yxMVpuU3golLKy35SQPo9a0RKcereYYdp5FqunXVV1T5LklLOw8jImx8XLkx/nit9r7mZ5gajdLdIhMaT+fOdOnINqpq+oK2vJyK6tRWYNs34f8T5l+c5O20h4RwqK4lEspu+l00p5WVPKSCzAp9VFY7X4YRSqpSkVLZNY6tEp0zfKw2sqv/1cCJ9DyBS6u9/J1KKi+24CanAswdJSklIGMBtpdTHH1NwN2JE4YtYnny7uowlrhUVJFl97z1K4dOTUopibyKW6Xv5IR9Siv8nm1Jq+3aa+Pz+4qaNFUJKsSpKVEqJpFS59Cte4ItKKfaTcnOBXwgUhdo3Hs9OSnHqHpB7Z138HElKOY9k0tjIm5+LFTBzpe/5fMbkjUj2uIHWVppz/H4qlFBfT+rdbBX4eP71+7UxwU5bSDgHM3VKMqmN3YPJUwpIT99TVa0/evV4rYKvU2urvYV5IqERdF5VSllNsdSTUqzckeSBuyilpxRAKd8VFRTLtLQAY8cW9nm5INP37KFMQn8JieLCbaWUU35SQLr/FVd244U+L5pnzNBIqRNOoL/dey8Z/tlNN5Lpe/khH1LKSv49p+6NHaup44oBNjrfvZt+7AQLRqQUL1CA8tmt5AW+SCzvsYf7C/xCwVWl9IHh5s206KioAA4+WHudFzFtbdQX9QGWqOSTpJTzyEZs6smZXKSUqCratQs47zzgiSfcr2DH5PX48ekEerb0PSNlip22kHAOZkTAzp1ETFVUaCmZIkRSSk+AeJ2U4vS9LVsoFmS7g3JXStXX03Xo7yd1/ahR1v5v61aaM0Ih41TNYsEKKWVXKcUxloxp3QXHdq+9RnGSVcWuE55SAJGVM2ZQpeR33nGflJIKcnuQnlISEgZwWynllJ8UoE2+qkpBA6AN3LxoZt+fjz6ix0gEuP9+CkzslleVSqn84JanVClMzgEKDDkwtauWMjI6Z1RUeNuTSUQ4TAv511/XUihfe837JerN+tXrr9PjzJnpQf2IEVr/NSIRmJSyq7qUcB5WjM7DYeDss4Ebb6Sd42L0V33aT0MDPWYjpQaLh89ggJm5NKsnGxqMN0U4fS+RSP9fVfU+KdXQoKlK162j13y+8l9g+v009wL2Uvj4Hp44sbRztKy+V77gNYOqGvsA8oaefixxSikFFNdXSpKd9iBJKQkJAzDx0teXu2S1XcTjpFoCCveTAihA4omUVTO80OdF84sv0qL5k09owF+4EPjSlyiNwi4pJU72cgK3Dn0ga2W31Ur6XilMzhn5pPCpqqaUqquje02csMtt8g6HgZNPpvvrww+J7PUyIQWYk1Kin5QIRcnuQyKanJcLoThYYdXo/MAD6V7s6yPCwO3+akZKWUnfK/dqZ4MBZkRANj8pgMYEHm9Es/NYTCMCvOop5fNp8+rHH9NjTc3gGOPyMTv3gp8UkH3TOB9SSlVl+l6xwO17wAGZBSqM/AIZbpFSTq/v9JBG5/YgSSkJCQOIQbDTaqmVK8lbY+RIYMqUwj9PUbQJWE9KATS4X3opBf9vvw385S806J98Mv1dKqWKA5GUqq62Ruh5WSkFaGWh7VTg6+3V/MxGj6b+K/bXcpy8FyzQ7kO/39uEFGDs69DXpyk4RT8pRrZFjKy85x3kMjpnRCJaOlVHh/uV6/QLWivpe1YXmBLug0kpsUAKoI0HZqSUomgpfGKfZJWUonibdOQUvtWr6XGw9MV8zM69Qko5qZRKJulzpKKlOOC4Nx6nOOnMM4HrrgMOPTS7YtdJUmq//eg679ypxc9uQabv2YMkpSQkDCDu+DtNSvHCb/Zs53bcWP7OpJR+4J43j97DVbLCYS24lKRUcSBOSlZ3hu14SpWLUopT96qrteBSJKXKsU+9/Taw995kch6Pe780vRHZuWwZPW9qMl508CJGklLehljtzGwXOBIBnnqKrvWsWRSkG6VSOAkzUiqbUmqwVDsbDMiVvpfNY8jI7Fy8tl5WHvFmDyulBktfLGelVDZSyuqYEQxqsUZnp0zfKxa4zVmZ1thIarVPPzWvCgtolcWdIKVCIWDffel3t1P4JNlpD5KUkpAwgKg+cpqU4kHQCT8pBh8rB/h6n55IRPPqiUbpuROklJzArSMfUor/RzSSFqGqpVVK5UNKiSbnjHImpVhy/o1vAM88kylJ9yICAfKfe+QR7TX2kzrsMGDxYiqSIMJq+p5EaSF6+BgV6uD+OmkSkVIAbVi42W+7u7X7ngskMCnV02NeUITn3sFCBJQzREsDEdnS95qbqT8ZkVJ/+xuNQV71k2LwvMqeUoOlL9pVSqmqNs+zQrpUyEZKWR0zFCU9hY9JknKLP8oN+o3WJ57Q0ie3bTOef+JxLfXXCVIKKJ6vlEzfswdJSklImMANs/P+fqr6ADjjJ8XgyZV3xsVFPi9CjjmGdsUPPpieP/44/V0qpYqDfEgpnsjMyue2t1NgpijaArOY4OC0pSUzrcMMRqSUGGiUU58y8kBgHzcvE1N+P/WZRx/V0rjYT6qtzdhoVKbvlQdCIW3RZuQrlUySclYc99esAb7yFeq3yaTzx7RxIz3W1WkkRHW1tnA0S+GT6XvegRkRkC19T19ohdP3IhHgoYfSiQGvgkkpJi28TqJZhV2l1O7dRCoqSmk2wERki83tqCtFUkqSB8WBaB0QiQAvvKApdkMh4O67M+MmJrMVRdt0KRRMSr37rru+UjJ9zx7KKPyXkCgueFIz28XNBx99RIv3UaOclUDrJ2AmpcRFc00NcPvtwJ57AnPnAr/6FQ2YVkmp5mYKMk84QXuNlVJGJVwl0iG2s11Syix9j1P3GhpKE0yNHEm74J2dpNiaOjX3/4iV9xjlqpRKJo09EPi5Gwt8JxAMUiD4mc/Q+NDaSouTHTuA558HLrww85zYmFqSUt7HiBFEHuzenZnWO38+3auLFtH1Gj6ciOKVK93zQjNL+2loIMJixw7j+VCSUt4Bz192SCnuTzfcQH2tq0uLSU44AXj1Ve+TPHoCZrD0RbtKKb6H8ymO4zTMVHuAvTFDJKVk+l5xwPHd+++TSmnaNC2+HTGC0uoWLqTnPH5w6t7w4cYVPvPBvvvSmLRrF/Vtt9R/kuy0B6mUkpAwgRtKKTf8pIDMwI6VJ+KimUmAtjZ6fuyxtENgNcDgXc9//lN7ze83L+EqkY5ClFJm6XulTN0DqA/bTeETK+8xytXofP5884V8OOxdkpYDw7lzaXy45x5g+XJSMhgRUoC2s75tW+bOoiSlvIVcZuecijR5MrD//vQ7K3jdgBkplcvsXJJS3oEREdDXp/UxM0+pcJjI75YW4MYbtU2yz36W/u51UqqxMX2jZLD0Rb5e7e3WVM6sdiu1nxRgrtpTVXspvzJ9r/gQPaUWLND6IRde2rIFOO+89A09J03OGYEAeSkC7qbwSU8pe5DLSAkJE7hNSjkJ/QTMg7e4aGYSgBcARx4JjB1rfSHJaUn3308BJkAEVbaKGRIaCiGlzJRSpSalAC1ItVqBj5VSg8VTqhwh9qtwmBb/qkrXwew+5p313l4tRYIhSSlvgcd/o/Q9gExlAar+yoH5hx+6dzxmC1pW35mZnUtSyjswIgJYJVVdnZ1cOv54zc+Sq5PyGOJ1UqqiguIkhteP1yqGDdOuabZiAwyvmJwD5qRUX5+2YWLlOhkppcppU6wcwfHdnnvSOMDrka99jVS97e107cQNPTdIKaA4vlIyfc8eJCklIWECp9P3YjGSrALOmpwD6RPwsGHGC3smpXbupIk7H6NzJqZaWkhZ8dBDkpCyCjdIqVJW3mPYVUoZpe+Vq6dUuULv6xCN0qKRlY9GCIW066RP4ZOklLeQi5RipdSUKVoVog8+cM9bI5dSSpJS3kc2UsoodU/E8uWamTGPOWxc7HVPKSB902ew9EVF0VQq5UpK6TeMebxQFGtzkZGnlEzfcxfcvlyIg8eTxkZtHXH//enXlucxfQGnQlEMXymZvmcPkpSSkDCB00qpjz6iAWr0aGDCBGc+kyGSUmYDN5MA0ShNBkxK8QRvFfPm0QQybBi1kSSkrGGwk1JWlVKDrfpeOYL71VNPkdJxzBgyGv3617MbtPPiU5JS3oYdpdT06XTP7d6tjSdOIh7XFJ0yfa98YUQE8DhglroH0Fjy3HPkRfS5z2lFIP73P/p7OSiPBiMpBWhKRSu+Ul4ipcTYXCQTeLyoqbFmjyHT94oPsXgPx4LV1TS+zJ1La6Pdu9MrA7OnlNNKqRkzaLOto0ObE50EE/GA7FdW4RoptWzZMhx88MGGry9btgwAsHbt2oHfJSS8Bp74nFJKsUT0wAOd9ZMC0gMls4E7FNIm4R07NFLK7kIyEiESZO+9acD1aoUxryEfUor/x8ukFBtEbtxobbdJklKlRyBAaselS8m/gdv/ssuyVw40M8eVpJS3wBWKjEipREJbYO6xB/WF6dPpuRu+Ulu30ndWVmqLYAY/z0VKiRVfJUoDI6UUjwNmSin2mzz3XCKltm/X1NavvEJjkJdJqeZmOgdxE5FjrUiE/l7OsFqBLxrVrrUXSCnui6qaHhvZqbwHyPS9UkBUafO4z5sTFRXA+efT7/ffr43/bqXv+f3AAQfQ726k8Il9U8ZG1uAKKfXQQw8BgCHhdMcdd+Dggw+Goii49NJLMdVKuSYJiRLAaaWUW35SQHpgN2qU+ftEs/N80vfEan5PP519AStB4MDWqPpersA2m1Kqp0fbQSqlp1RTE03usVjuHdd4XDPGHQzV98oVfj8F9EcfDZx4Ir1WWUnjCC8ajSoHmi1iJCnlLWQzOt+yhe7DUIjuXcBdXykmwCZOzNyMsUpKeZm4GCpgIkA0xc6VvseFVi69lJ739NBPOEwG+6rq7WvLxV04dgPoeAdLcRerFfh4w2nECOdTqPKBqO4XSVKrJucckxml7/3vf+VPNnoZnL4XjxtbORx3HJHAnZ2aWsotUgpIT+FzGmLcLslOa3Al/D/rrLNM/3bwwQdj165dAIBaL4xuEhIm4InNCVIqGtV2od0gpcRJONttVVenleC2S0qJhBSn7PGjvoSrhAYObMUJatiw9PY0AxM0RqQUp8TU1pY2paCigoKIdeuob/FC1wgchFRUaGoOgNrD56NFjJy83UcwSOa9Rxyh+Yk0NGikgdl9zCSCJKW8jWzpe2LqHl9v0VfKaWRL++Ed8rY2WqToCWmZvucdGKXv5VJKiWbFNTWkZGltJXXtnnsSaeplTykeB//yFyod39REqYgvvDA4vDStKqW8lLoHUPzg99OY0denxRJWlVIckx16KD1nf7OWFtpsZfWMhPMwUkqJpFRFBVmE3Hwz8MADwBlnuOcpBWikFPveOZnFIsbtcrPVGkrSTJKMkigHOKmU+vBDGoTr6txRtYi7jdl2E0Szc7ukFO966gMxfm6krJDQ2ueeeyiIb2qiwOff/84d2GZL3/NC6h5j8mQipTZsAA47zPx9YuU9cfJXFOq3u3bJybsYEANDJqVymRUD5ouYfFOBJdwBL9KMlFKiyTmDlVJr1tB852S6XLYFbW2ttrhsa8vsgzJ9zzvgayAqU3jsyOYpxWhsJEKUSalyqb4XDlNsc8UVNH93dwPf/nb5E1KAdaWU10gpgPpjZ2d6fG6VxOZr9/vf0/90dVHfbGkBvvnNwXFtvQox9mArB96cYHz+88DixdTvHnrIXaXU9OnUXzo7gU8+AaZNc+6zebPO73fesmWwoujhf3t7+0B635tvvpk1hS8ajSIqaIU7jCIsCQmX4CQpxdJQN/ykAGtG50A6KcUDplVSStz11ENO4tnB7XP55RQAxmKU0pCr3bKl73mJlLJagc9Irt3cTDuXRqRUJEILgmx9T8I+xH4lKqVyQXpKlQesKqUYDQ3009oKrFzpbHXYbAtaRaGxYNs22jUXSSlV1eZerxMXQwF6TylVza2UEtHQoJFSQPmQUgDNP//3f0ReVFcPnnhH3GTIphLxIilVWUlEgkiS2lFWhsPApk3AbbcBjz1GCp2mJuDUU905XgmCESkl+osCFA/Omwf87GfAkiVayp8bpFRFBSnjXn+d1mlOklLSp8w+ip4Rfckll+Css87CWWedha9+9as4/vjjTd97yy23YOTIkQM/EydOLOKRSgx18MTmhNG5SEo5Cc6NNyKljPyKxGpHPJnb8ZSSyB/hMKnk6uqsB7Y8mSUSmSbinL5XSj8phlVSyigIYSk9k2wctAwW3w4vQiSlWPVkh5RqbU1XRkpSylsQjc714wYrpfbYI/11N3ylVDX3gtasAp+4GSTT90oPjhP6+ui67t5N44eiWBs79Km/5URKRSLA1KnAzJl0voPFQ5OvSTRqrKpkcGVdr5FSgDEpZbVPzZtH15P7MftjSrgHbt9EItPoXMS6dUTqdHVlKqWcLjLA6zKnzc55M1mSUtZh+fa78847sWbNGtO/H3/88Zg7d27Oz1m7di0OOuggAMDUqVOxdu1arF271lAtde211+LKK68ceN7R0SGJKYmiwSmlVDSqBfpO+0nxgp5z4gEipcz8ikSjc7tKKYnCEInQ5MvpKpGIdaUUQNdLvFZeUkpxBb58SClug5/+lAJNv9/Yv0zCOYheZXbS9+rqNO+vtjYtmJSklLfAwXsiQfMXkzrxOJkWA8ak1HPPOesr1d5Oc5OipFcwE8ELY+6HDF5gKorsV14Ax0Nc8YzJpdGjrS3kRUIb0GIWL3tKAdpcdMEFNBfxc6D856ZAgK5fWxtdTyMlSjJJiiJAm+e9gGyklNV03yef1Ej7/n5K35OklLsQYw8j5bz4vq4uur7sUzpypDUvVrsQfaUSCU2ZVSg4LpKklHVYvv0uueSSgr9s2bJlOO644waMzhmj9dq9FEKhEEJyxSxRZHA6EZsdikqpfNKJPviAFgONjWQu7CQ4KLr7bgoqmpqoeoiZXxEP/jt2aJO6DPjdh55ksRrYipNZf386KeUlpRQvONvbacdVNDEXYRaEhMPAU09RkHjXXUS0SULKPXC/Ej2lrKgdfD5637Zt9CNJKW8iFKKfaJR2mZmU2rSJgu7q6szrLSqlCjF85fkzHNZI6rFjqW8YzZ9mSikxFUf6cZQe+opndlL3gHTyMRbTUlu8rJQaCsVdGhtpXt62zTh1ie0G/P7sRUyKDaNNYztKqUgEuO8+il3q6yl+3rKFYueUbkLCBTAplUxqsYcRKRUO0zz0wx/S8wkTKJWvudn52HCvvYgc7+oCVq8GZsyw9//inCciHiei04lsm6EC1xMj2rlmOUgZdeuttw48X7p0Kc466yxpfC7hKbD66Kmn6DlPevmmE7EkdPZsd4LrcJh28bZvJ6b/X/8yH7SNjM7FYFPCeZgFtgsW0OvZUgHEXTsO4oF0hYsXlFJVVdriJJtaysxDAAC++lW6P/x++in3YN/LyDd9DzA2O5eklPdg5CvFqXuTJ6fPRc3NwGuvUb/YvVsjvAH7qRI8f0Yi6al7ZvNnLqWUl0mLoQSfTxs3+vq0+98uKbV9u5a6pyjeTs3MVtxlwYLBUdwlVwU+vocnTvRWKn02pVSuPiXGZEzGNzYS6fboo4MnPdOLEGNaXoMYkVIApVcuWEDEzvvvu0NIAdSvZ86k39lqxe7/G8Xy//iHVN/ZhStNtXTpUjz99NMAyBfqkEMOGSCf5syZg1/+8peora3FmjVrsGTJEjcOQUIib/CA9+c/k/Jj+PDC0olEUsotzJsH/OlPNMhXVpofIw/+0aimWpFiRHdRSNVCJmnicW3hD9BEp6p0rb3C6U+aRIHthg3A/vsbvyebXLutjSqhDBtmPb1RIj/w4rKrS/MSsUpK6b1hAElKeREjR9I1EkkpI5NzQAuqOW3hww9pZzqfVAlRScJuC1u2EOllNA7m8pSSlfe8g8pKIrJ7ewtTSjEpVVXlbRXcUCjuwtcvFynlJT8pwLgapFVSSozJXn1V68tNTcDJJw8OstGr0BM01dXZN8Zvvhn4z3/c36w88EDglVdovfa1r9n7X3HOSyZpPbZ4MfDII9Sn7CqvhjJcIaXmzp2LuXPnpqmiGAcddNCAp5SEhFcRDtNi7Sc/ocm6o0PzFLCDvj6qZgS4S0pFIjS4jxiRfUEfCmkyVQ765ULSXRQa2AaDdE3FCnxi6p5XgvpJk4C33squlDIjpSIRYNEirRzzYPLt8CI4MGxpoUceF6xAKqXKA6LZOcPM5JzvsZtuImLqhRfo54kngBNPpPS7//yHUv+s/kyYQGrj/n5SSF51lfG9zKSUXinFxIWXlTRDDVzxLBrVrhePB7nApFR3t/a/XveTGgowq6jK4PncS35SQGFKKTEmGzUq/W9nnUWm9hLuQE9KGZmci1i8mDZY7Hix5gP2lVqxgr7HrropHKY11Q9/SOvGvfYCTjkFePFF6SllB1JUJiFhgssuA268kYLq7u78BsL336cAfcwY5/2kGHb9iurq0o3RpVLK2xBTrRheMjlncNDKlXr0UFWNlBLT94aCb4fXwH2Kyc2GBuvkptEiRpJS3gOn74lVtcxIKYDusZUrSSH8pz/R/drURKWyX389v2Po76fPGTbM/B5msmLHjnQvKzvl3SWKA5EIsKuUqq6mVMzubk2xJ1MzSw+r6XteU0pxXxQ9pfIhsvWklEy1chd6E3Gz1D0gfy/WfDB1Km3kdHQAq1ZpaZ12kExSLBSN0u/HHy9JKbuQt5+EhAnuu48mrNZWUhTkw9BzfrJbKql8FvR1denEgSSlvA2xWgnDSybnbPLIOfmiUko0Nu7s1HyxRFKqkPRGifzAQRJ7OlhdWIrvlUopb0PvKdXfr1XR0qfvMX76U+D++6lf+HzACSfQIiLXj9+f+drrr9O8WVVFc4zZ/MmLkliMNkuGD6fnvNiUpJR3IBIBdj2lACIgu7s1clSSUqWH0SaDUbECJqXyKfbjBozS9/IZMyQpVVwoilbBFzAnpYq9WakowKxZRCK9+659UmrLFuD227WNla4u4PHH6W+SlLIOeftJSBiAB8Rvf5vygrdupR1kwN5AyH5SLA11Gvks6PWTgCSlvA1e6HtVKcV+NGefTc+3bqUF5v33p/vRsMn5iBHpgd9Q8O3wGvSBt1U/KUCm75ULOH2PlVIbN9J8UFNjvhB44AFSPHKqxMEH53cPRiLA2rXAtdfm3uEOBolA272bNoCYlJJKKe+BiYCuLk31ajV9D6BxZt06qZTyEvj6tbVpaUs8p/f2kq8qQP5w+XjMuYVsSik7/UpfdEWSUu4jENA2xMzS90qxWXnggURKvfMOcO659v73W9+iuLypiX722YdS3mMxSUrZgbz9JCR00DP027YBL79MBIAdhr63130/qXwW9JKUKi8Ype95SSkl7l61t5Px+h/+QH40YlCRrfKeRHGhJ4/yUUrt3k2BZSgkSSkvQq+UYiJgjz2MUzWdSpXIZ4e7vl4jpdjPRXpKeQ9MBGzcSIqAQEDrZ1bAYwcrpaSnVOkxciRdR67oO3asdn/efjspnGfOBB58MP9iP24gm6eUneII+kIxkpRyH2IKn1k8WIrNShYPvP8+3Q9WyaSf/xx47jm6d776Vfp94kTguOPonvnoI3eOdzDCQwU+JSS8AT1Df8YZ9LhrF3DOOdYZ+vfeo/eOHWtvN9FtiDsTnGoh4V3oSalkktRIgDeUUoBWInv7dmD5cuBvf8sMXrNV3pMoLgpRStXUaEE/q6UkKeU96EkpJgKMUvfMiKQFC4xLXWdDth3uBQuM50+ek+6/X/sufSpOJEJpRRKlA29gcUpXY6O9Qhs8zrCnpVRKlR6KYqx+DYeBz36WUnBff91bhBSQSUqpqjZm2OlXMn2v+BDbOJfReTExeTKRlNGodSJJVYGnnyZ11IUXEhEFkFL4s5+l132SabEMeftJSOigZ+gPOohY740bKag6/XRrn+O2n1S+EEkBqZLyPpiU4oX/jh2azN6OwsVthMNUvaunh370waskpbwD/Q6gHVJKUajfrV9Pi5iJEyUp5UXo0/eymZw7mSqRzw63WJmN1VRi+p6X0oaGMpiMFkkpO9CPM5KU8gYaG8lvTl+BLxik8b6ykuINrxBSgNYXmYjq6yOCALCnrpTpe8WH2MZeigcVhdZrzz1H6zf2Sc2G//2PHvfYg+YnJknXrydyq6kJOOwwlw54EELydxISOaAomlrqkUe0iS8X2E9KklIShUCvlOLUPa/twEQitBBWFCLO7ror/e8yfc870JNSdheX+p11SUp5D2bpe0ZKqfnzzRec4bD7psZMVkyfrqmzXnmFXvOiSmOoQkzfA+wrwPXjjCSlvAEjpdSWLcBjj1G829hIG2F2FJNuQ6+UYhLb57M3D0mlVPHhVVIK0FL4eP2WDdEocOed9Ps551BsO3Ysrav6+7WNINmnrMNDSxoJCe/ixBNpZ2bDBmuDVU8P8PHH9LskpSQKARMIXLnOS35SDFYyfOc7wCmnUBD7hz+kB7GslJKkVOlRSPoekF6xSVW1vilJKe9AJKWiUa04glnlvVKCUzh27NDS/N55h1KBn3tOElJeARMBTEIXqpSSnlLegFEFvh//mGwCjjgCeOGF/FJ53YQZKVVdbS+ldPjw9M09SSC4j3IgpT74QBvnGM3N6f3/4YeJyG1ooDm2uZn6HquRV62iR2l0bh2SlJKQsIDqaiqPDZBaKhfYT2rcOG+lWAGSlCo36NP3vFR5D0hPrZk3DzjtNFJx1denB7FSKeUdiEFSKGR/cchj2vbt6YGbHE+8Ayal4nEKjlWVlIx6ZYAXwKRUays9nn8+peWoKs29kpDyBpgIYMj0vcEBVkrx/XfPPcC//kXz+HXX0Wv5esy5BT0plW9hBEXRxkRF8Zb6fLCCSanq6swxpdSYMIHWSP39REyJ4KqUkQgV9fnb3+j1yZOBe+/V+g6TUpzmLDfrrEPefhISFsEpfC+/nC5zNgKrqZh19xLERagcLL2PYJB2LJ96ip7rSalSGwDr/WhOOomCDlUFTj5Z86NhUsprO2NDESIp1dBgb2cZSE/3EEkpOZ54B6GQRhIuX06PU6bYv9bFAJMVO3bQ4223EZlWUUHn4IVFsETmAtJu+l51dTppIEkpb0CvlPrwQ7onZ84EDj9ce1+2YgXFAqtV9J5Svb1kys5KcjtgUkqqpIoDbmcvmZwz2FcK0HyBGSIx+81vauq8t95Kj4GZlGKrF9mvrEOSUhISFjF5MpFMqkq59tngVZNzntCZGBCVDaUmNySM4ffTRLl0KV0jkZRilVIpd/f0fjS1tcBRR9HvgYDmRyONzr0DPSllF42NRJS++qpGSvl8WiVPOZZ4A2x2zqSUkcm5F8CLk44O4O67qe80NQGXXgpccIF31BlDHYUqpYD08UaSUt6APh27r4/uv9NOy4wtiuExlw2sVnn8cXrOSqmHHyZSKh+1riSl3IeY+sbtzLGg1+KFbL5S4TBw6qnAv/9N82pXV2Z6+dSp6f8j0/esQ5JSEhI2wGqpxx/PzDdmdHd710+KJ3TeEeMg0wvkhoQxAgEKEI8+mq7R66/T66+95l0D4C98gR6XLqUdzGhU21WS6Xulhxh850tKKQqVTWYJO6uk5FjiHXAK3/vv06MX/aQAUu6GQrSovPtuYNIkGvMOPth7aUNDGU6TUtJTyhvg69jbSxuqH3xAGwynnlrSwzIEjwdMQvX10bjA6YYHHWT/MyUp5T7E1DeRlPJivMCk1EcfUewqQlXJwFxRaH6trc2Mv/WklFSQW4e8BSUkbODII2kC376dDFjZZ0rEihU0cE2Y4D15Kg+e119Pi4BgMN0TyGvkhoQ2oR1xBLDvvsBPfkLVj1SVVARevGazZ1P/37SJSubyJB8K2fd8kHAOzc0U/H3xi9prvCCJRCgtw8oueEMDLQAAYPFi2i2cPl2OJV4DK6U4sPYqKaUoNFeuW0dz6ssv0+tz5tAj96VSpg1JaClTABlE2/GD4bFHJLJYKWVn7JFwHqEQLbB37wb++ld67aijvLuBFA4TgfbDH9IGa38/cOyxFHvbiS+4TxqRUrJPOgsewxcu1JRDn3xCG5deixfGjtXWee+9p81DAPDEE8Azz9CcNXmyVpVSny3A9xMglVJ24CFuUkLC+1i8WJvA9IbnLEFlyafXVFKMcBg45hjaZbr/frmI9Dp4Quvvp0BMUWhxEAh495opCkn/AdrBFCvvedHTZqiAdyuXLNFea2iwv1sZCNC1bGoCDjuMxpLXX5djidfASimGV0kpgPrh2LE0tsXj9HziRO3vpU4bkkgnoez6SfHYwypygEgpLyolhhI4rYrJwo8+osfTT/deWpWISy6h/qiqZNB+2GH0up2UUO6T771Hz5mUkn3SHbDK7aOPKPXtzTe9GS+Y+Uq1t9OmcEsLcM45WmVYvYpXUdLVUlKBZx3ylpOQsAGfj6TN27cDK1fSD5A+iXnVT0rE+efTwBkI0IDptUlBQgOTUh98QH1MVSm9hXdovIoTT6S+tWoVpRoC3t15HSrgoPDeeymwAsikMx8yiRcxHR0aUSrHEm9BJKVqa+nHq2BV8XPP0eOcOZLA9hpEvx67qXs89rz+ujb2PPSQJLJLDb2lA0AKkHff9TYxs3gxkdiKQv3p4YfpdVHNlwvcJ196iT7D75dqX7cRDtM1UlVK3/VqGxv5Sl1yCal5Z80Cfvc7es0svVz0b5Tpe9Yh+TsJCRsQ099aWoB//IPSlHgSO+MMbWfJy6TUxo3A3nvTrpKR/FSi9GBpOZNSTz5Jfe644yj96sUXqd8B3rx2tbXkg/W//2mqQmlyXnqEw5SWcMUVtBDp7aVKMnb7UGMjkfJvvkkB5ujRcizxGjh9D/CuyTmDSSk2Lj744NIdi4QxxAV/Pn5S4TCwdi3w+9+TumXRIrn4LzW47X/2MyJlmppo3Ghu9u61YeLooINIsbduHcUZTU32U0LDYeDTT/9/e/cTGlf1BXD8TBCShUmm8U/S2ohMaxVRlElCwVqpNt24nnUq1qYpFdzExlKh4MKQULLwXylxUQcR20bELETJIKIIYsngUrB5IJWShWQmCa7E3N/i/O7MmzTzksmf9+7L+3427cwkcNt7zzt3zrv3Pi0y/PCDPsDD1X/3bpDP60N6OjurRUAX/69tUer33/U81Nu3dXvo3r0iH39cfaiLSO32cjtv9+dbO4dnS+j6HK2BA+4aGNCK+fy8yOXLIsPDulRzYECXAduVLPYQP9eWP9s2nT1b3c/NIbLusXcwf/1Vx9r8vBZAjx3T948edbvv/OPeHnLu6tNWkubVV3XVQyqlZ3A0Mim02z06O6vjct8+kR9/FHn8cZHRUTfHY5LYPvKvlLJb91yLPdvW1Qfu9/S419aksn201va9RvvojTc0tzU3s7LSFQMDepbb/LzOYX/7zd3CjH8l04sv6paqVEoLUvPzuvK30e13Fy7osRwPPsiY3Em2X157TW+qujp/vXZN5LvvtAC1sqLxMDGhr597Tufkq9nt5au3hIrUrsBzdeWhK/jvATbh7bdFHnlEC1D//KOrWC5frj1PysWL0FpLk3m6kZv8S8vLZZ10HTmiy9Rt/9mfcfEA4KYmvXvpf0plR4ebcZE0+bwWkJ5+Wq9hjcS9nXR99ZV+CejqEnnlFR2Xf/yhxVKuJdGyfWSf1Cmid25djD3b1tnZ6nsHD4pMT7vX1qSyfTQ9XX3v4Yc3N56++UZXaT/xhPtb0JNkeFhXfzz0kBYMXS3MrKzUzn/OntXzNkU0F92+3fj2uy++0C2LnZ2MyZ0Sp+8e9nr333/6emJC5M8/9aiCv/4Kvt7Zf9O331a3KX//PVtCN4rte8Am2Du799+vy9FTKZH33tO70e3teubU9LR7FyF/Qvfj6UZuGhjQL2v5vEippAdEnjpV238ujS8/266xMR1XXV16x2l21r24SBI7OTx9WvvAvhbZWJ/Yn3n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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(0.0527, dtype=torch.float64)\n", "tensor(0.3226, 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(0.3127, dtype=torch.float64)\n", "tensor(0.3236, 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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", 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" ] }, "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(0.0001, dtype=torch.float64)\n", "tensor(9.0531e-06, dtype=torch.float64)\n", "tensor(7.8178e-07, dtype=torch.float64)\n", "tensor(7.1606e-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()\n", "\n", "g_knobs = global_knobs.clone()" ] }, { "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(4.7074e-05, dtype=torch.float64)\n", "tensor(6.7219e-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(6.6094e-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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", 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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": 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(0.2066, dtype=torch.float64)\n", "tensor(0.3851, 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(0.3163, dtype=torch.float64)\n", "tensor(0.3459, 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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", 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" ] }, "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(0.0172, dtype=torch.float64)\n", "tensor(0.0589, 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(2.0834e-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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", "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(0.2328, dtype=torch.float64)\n", "tensor(1.2239, 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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"text/plain": [ "
" ] }, "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(0.0121, dtype=torch.float64)\n", "tensor(0.0103, 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(2.8062e-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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", 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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(1.3856, dtype=torch.float64)\n", "tensor(1.4943, 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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", "text/plain": [ "
" ] }, "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(0.0003, dtype=torch.float64)\n", "tensor(9.7178e-05, dtype=torch.float64)\n", "tensor(4.1066e-05, dtype=torch.float64)\n", "tensor(1.8315e-05, 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(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": 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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, 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(2.6476e-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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", 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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(1.8057, dtype=torch.float64)\n", "tensor(1.8834, 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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", "text/plain": [ "
" ] }, "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([5712])\n", "torch.Size([5712, 30])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(ring, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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 observable_twiss(kn, ks):\n", " return twiss(error, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(error, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 103, "id": "5a8d8604-a092-4c2c-9eb9-db7b1ffd2f05", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.4644e-06, dtype=torch.float64)\n", "tensor(16.0380, 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(16.0380, dtype=torch.float64)\n", "tensor(15.9682, dtype=torch.float64)\n", "tensor(15.9067, dtype=torch.float64)\n", "tensor(15.8528, dtype=torch.float64)\n", "tensor(15.8059, dtype=torch.float64)\n", "tensor(15.7656, dtype=torch.float64)\n", "tensor(15.7313, dtype=torch.float64)\n", "tensor(15.7026, 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 = 0.01\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(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": 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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, dtype=torch.float64)\n", "\n", "tensor(0.0024, dtype=torch.float64)\n", "tensor(0.0039, 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(2.6476e-05, dtype=torch.float64)\n", "tensor(2.4198e-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(1.7507, dtype=torch.float64)\n", "tensor(1.8463, 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(2.0914e-05, dtype=torch.float64)\n", "tensor(1.3594e-05, dtype=torch.float64)\n", "tensor(9.0724e-06, dtype=torch.float64)\n", "tensor(6.0485e-06, dtype=torch.float64)\n", "tensor(4.0086e-06, dtype=torch.float64)\n", "tensor(2.6439e-06, dtype=torch.float64)\n", "tensor(1.7390e-06, dtype=torch.float64)\n", "tensor(1.1425e-06, 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 = 0.5\n", "\n", "# Initial value\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, dtype=torch.float64)\n", "\n", "tensor(0.0007, dtype=torch.float64)\n", "tensor(0.0005, 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(2.6476e-05, dtype=torch.float64)\n", "tensor(2.4256e-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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", 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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": 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(1.9396, dtype=torch.float64)\n", "tensor(2.0014, 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([5712])\n", "torch.Size([5712, 30])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(ring, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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 observable_twiss(kn, ks):\n", " return twiss(error, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(error, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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(507.7415, 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(507.7415, dtype=torch.float64)\n", "tensor(72.6512, dtype=torch.float64)\n", "tensor(16.8634, dtype=torch.float64)\n", "tensor(4.4419, dtype=torch.float64)\n", "tensor(2.0805, dtype=torch.float64)\n", "tensor(1.6518, dtype=torch.float64)\n", "tensor(1.5741, dtype=torch.float64)\n", "tensor(1.5600, dtype=torch.float64)\n", "tensor(1.5575, dtype=torch.float64)\n", "tensor(1.5570, dtype=torch.float64)\n", "tensor(1.5570, dtype=torch.float64)\n", "tensor(1.5570, dtype=torch.float64)\n", "tensor(1.5570, dtype=torch.float64)\n", "tensor(1.5570, dtype=torch.float64)\n", "tensor(1.5570, dtype=torch.float64)\n", "tensor(1.5570, 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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, dtype=torch.float64)\n", "\n", "tensor(0.0182, dtype=torch.float64)\n", "tensor(0.0636, 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(2.6476e-05, dtype=torch.float64)\n", "tensor(5.8825e-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": 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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", "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(0.1356, dtype=torch.float64)\n", "tensor(0.7947, 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(0.0044, dtype=torch.float64)\n", "tensor(0.0007, dtype=torch.float64)\n", "tensor(0.0002, dtype=torch.float64)\n", "tensor(8.7312e-05, dtype=torch.float64)\n", "tensor(3.8004e-05, dtype=torch.float64)\n", "tensor(1.7196e-05, dtype=torch.float64)\n", "tensor(8.0031e-06, dtype=torch.float64)\n", "tensor(3.8053e-06, 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(8):\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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, dtype=torch.float64)\n", "\n", "tensor(0.0011, dtype=torch.float64)\n", "tensor(0.0007, 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(2.6476e-05, dtype=torch.float64)\n", "tensor(9.0421e-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": 158, "id": "2f480b53-e2aa-4802-9226-76095a6c99d6", "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": 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(1.8622, dtype=torch.float64)\n", "tensor(1.9498, 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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", "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([5712])\n", "torch.Size([5712, 60])\n" ] } ], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(ring, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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 observable_twiss(kn, ks):\n", " return twiss(error, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(error, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3*len(sections), 2*len(sections)])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.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(507.7415, 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(507.7415, dtype=torch.float64)\n", "tensor(86.6993, dtype=torch.float64)\n", "tensor(15.0448, dtype=torch.float64)\n", "tensor(3.5805, dtype=torch.float64)\n", "tensor(1.8564, dtype=torch.float64)\n", "tensor(1.5894, dtype=torch.float64)\n", "tensor(1.5458, dtype=torch.float64)\n", "tensor(1.5384, dtype=torch.float64)\n", "tensor(1.5370, dtype=torch.float64)\n", "tensor(1.5368, dtype=torch.float64)\n", "tensor(1.5367, dtype=torch.float64)\n", "tensor(1.5367, dtype=torch.float64)\n", "tensor(1.5367, dtype=torch.float64)\n", "tensor(1.5367, dtype=torch.float64)\n", "tensor(1.5367, dtype=torch.float64)\n", "tensor(1.5367, 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", "\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": 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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, dtype=torch.float64)\n", "\n", "tensor(0.0188, dtype=torch.float64)\n", "tensor(0.0611, 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(2.6476e-05, dtype=torch.float64)\n", "tensor(2.0013e-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": 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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", 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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(0.1441, dtype=torch.float64)\n", "tensor(0.8098, 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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"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(0.0041, dtype=torch.float64)\n", "tensor(0.0006, dtype=torch.float64)\n", "tensor(0.0002, dtype=torch.float64)\n", "tensor(7.3453e-05, dtype=torch.float64)\n", "tensor(3.0413e-05, dtype=torch.float64)\n", "tensor(1.3038e-05, dtype=torch.float64)\n", "tensor(5.7268e-06, dtype=torch.float64)\n", "tensor(2.5612e-06, 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(8):\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(0.0024, dtype=torch.float64)\n", "tensor(0.0016, dtype=torch.float64)\n", "\n", "tensor(0.0009, dtype=torch.float64)\n", "tensor(0.0006, 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(2.6476e-05, dtype=torch.float64)\n", "tensor(2.8824e-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": 191, "id": "e3d72cb6-6d19-4fc4-a6f7-930d1ca7e5ea", "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": 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(1.7381, dtype=torch.float64)\n", "tensor(1.8511, 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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+qqvs5KyINlRf8hJifj4yMb9jh8jjj+uIpEsvFXnjG2cX884LBjO1wOHDevGQSCSvJu+lbImqZ5/V9z5xwt4/t3reeUFjYv5FL7KTsyI6Gvf224n5+cjE/MteZidyLr9c5Lbb8o/5Eyd0NJZIcoeEiNb7pp4dGrIvfr3m1vEsomVu3z79vbc39+Ssifnf+z07OSuit43/4R8S8/ORiflXvlLkBz/Qen7dOp07O9+YP3dOY1okuW0jklzPHj+e/rxXsrVtjN7e9OSss64fHtayW1qqzyUSejw+97nk92lrs5/H/GFi/jWvEfnhD/Wxdes0zvONecuyO9kuucSOGRGN8f379fcjRwqXnM0l5vv69DpdJPl61en8eXt+ZlPXf+lL9lQ3zz+v68yY55HEs+Ts7t27xbIsaWxslIaGBqmoqPBq0wBm4oEH9OLU7cSwZ49WiHfeWey9SmYq7Z/8ROTAAW3MPPusLpRkns9Vpov2sjIdmdjXZ98SYpKjXhodtXv6r7hCJ1A3Nm/W5y5c0NukzG2Jv/ylJivOn7f36+xZnafuttvs76ezU0+C5sL+6adFPv5x7z/DfDefYv6JJ/TWtokJ7a3+4Aft53OVKTlr/v/EExpvIyP2Lddesiy7MbdunT3nrYjGvFmI79gxe+TJdB0S5vv5/veT3+s3vxH53//b+88w382XmL/1Vh1F+Nxz+v0fPqyxcOut+cW82zyEzv8fPqy33p06lTzyxEsm5pcu1Vv/jNQLGHMe+p//Sa/nT5zQO0ac9XwkklzP/+Y3OgdnIc5X89l8ifm77tLv/Oc/1++0r89e5M2Lto2IxvzBg/p7b6/IddfNarczMh3PIsmjCFNj/sYb9Xe3en7pUvu15vs5fDj5fY4cEbnjDr37Arb5EvO33irS1aUdEpal7fnVq72t51OnKitUcjZbh4ThvDNocFATykePJtf1b3iDSHOzXdcPDupIS1M2hoZETp5k9GCq+RLzd92lo6C/8Q27rtu5U7/7fGL+5Eltu4i4t22M3l4dnFMImUaLZ4t5Efc2vUnO3nmnPv/AA/bfTU5qW5CYd+XZsIJIJCJ1dXVy7733yu233y4333xzxh8ARVBS4j6ni+npK9SoonzceacmMr/5TW3MPf20Nlre9CZ9PJ8Tb+oFzMGDeuv4wYP2iWV0VG85KYSeHvsWc2dDzuyPYRqdjz4q8uUv6wmtrEzn9ikr04v2d71Lnzev273bPj5PPqnJWtNLC9t8ivmHHrK/0y9/efYxn60x57ZwhReOHbPnWMsl5kXsDglnPH/zm3a8G8PD2sAbGNB/+/rc57Ja7OZDzFdX63fc25tc1/3qV/p4dXXu23IucJepnhcp3G3ew8N2eaquTh7d4nYB8+ijIu3t6fV8LJZez7/3vcnl4he/0PnGkWw+xLyp5z/2Mfs7ffTRwtbzhbpLIpGwFzvdtCl5dK6znneeZ0yHhDOeDxzQEZVOqfV8ImEvPAbbfIh5U89Ho3ZdV1Iy+3p+61aNC1PXj43Zbe1CTudhOiRWrEiO80yJqkcf1YRual3/q18l1/Xf/3562WhoSG8DLXbzIeZNPf/3f5/8fdbXz76ed8a8Sfanvs5rJjlrFgMzMrXnTYdEajy//e3J8Xzhgn4eZ13v7PBDEs9GzlZVVUlVVZVXmwMwW6ZH6j//U3v0/uEfdGTO/fdrT99c6LF69FFttPT360jTkhL91zRmPvYx7W3OhTlhjYyI3H23Tj4+NqYNJNNIDAa10VdZ6f1nydTjKJLemHvBC0T+5V/0hLt8uT0yqrRU93VwUOSjH9WT2XveYyc1zPQMg4Mif/EXujBYrsdnMTAx/clPasy///0aB3Mx5k+ftr/T2ca8iN4GdfCglqXKyuRFuY4eTW5oeSXTyBKRzImqzk69eFm61I5nk6gyn/3RR0X+7/+1R98EAjrn3EMPifzpn3r/OeYzE9PhsF4A/8VfaB03V2I+kdC6Lh7XqS3MbW0lJTrq9PBhrete+tLcLrZMzMfjOpL6uefser68XDvgTD2/fbv3n8ckqUSmj3nz2c+dS6/nS0rS6/kTJ5Lr+XPndMTV+vXU804mpu+7T+cxftvb9A6BuRLzInY97zx3i8y+njcdEpnq+UI4etRe+Chb28bZ8Xzvven1/Llz+tk/8Qm7nv+Hf0iv57/6VZEbbijMZ5mvTEx/+tMi3/mOjsYcGZk7Me+s59eutQdBlJZqouno0fzqeWcCqL9fOzVMm15Ekztmu4UwOKh3X4hozDvvXnBr2yQSIp//vI4cTK3rL7lER0Wauv5v/ia9bPz61/nXCwudienPfEanuHrFK/S4PvDA3Ih5Efd6PpHQu8ZmU88PDibHfGmplq1CxvzEhN0xtmWLPc+ziLZBzJz+zg6JH/1IrwMmJpLj+cknkz//I4+k3z30t3+rbTbiPY1nydnGxka57777vNocML/Nldsx3vpWTc52dWklet11c+ekZhpzAwNaqZuVgNesyf+ifXxc556Kx/Wi/MQJnbB8+XK9WD98WEdoXHWVnkQLMYLfmai65prk51Ibc4cO6Ul32TLd97Exvc1j2TI9ca1frye3D31IP1N5ub1qbGmpfq5YLL/GbqHNlZjftUsbc11dOkLhhhs0oTeXYj4e15gfH9fvfbaJKhGRP/7j5A6J9ev1AiAYLFxjLluHRGpPu/nspkPC3O5VUqIxnZqo6utLT1T94z/q+8yVxtxcivkvfUnku98V6e7WmH/HO+ZGzJu6bsMGje/RUXs+2EBA4/TXv9bXvfCF02+vt1fLz7PP6rnDWc8fOaJxZOr5Qsg0J5tI+ihC89lXrNC4N/X8kiX6U1mZXM+vX2/vt6nn43HqeTe7dun8vN/+tiarrr1W5M//fG7EvLOeX71aE0nj4/qdz7ZDorlZY9/U85ddpo8Hg/7E/KZNWo4ty71DIpHQmA8EkuPZ1PMnT6bX8x//uK47QD2fbNcuTXL8939rp8RVV4n85V/OjZh31vOnTml7fmIiuU2bTz3vjPmPfUzrT1PXDw9re/+ZZ5LXYvBSto5n55z+JlF16JCef5Yu1c89Pm4Ptkgkktv0g4P2tB2BgL5u5Uq7DTQX6vq5FPM/+5nIF7+ocX/55XqHyVyI+dQOidOnNe6XLElOyM+knv/0p7WOd7Zv+vo0Lg8cKMznOXzYfTEwkeQ5/c3aKZZld0gsXarHw7K0Pr/44uS6/gMfSO+QeP55OiQy8Kz0Nzc3y8033yw7duyQT3/603Lw4EF5/vnnXX8A3zlvFzh40PsJqefK7RgHDuhopUBAK/pEYm6c1ETsxlxFhTbeJyb0Z2Qk/aJ9OseO2Qt+JRJ6Al+1Shs9q1Zpb+PEhD6fOseZV8wtGiUl9gIBRmpytr/fvjUrkdB9syw7Wbd8uZ7Inn1WT86JhB4Xs7hAIKCNvlyPj8jiiflnn9XjEwjocb1wYe7F/Pr1um+jo/ozNpZ/zJ89qz/mlqKDB/WCYetW/fe557QhZ+ZAK4RsF+3OEV2pHRIi+rlHRuxOmXXrkhNVFRUao6Oj9oW9M4Gbi8US86dO2cfJHLO5EvOmrlu+3F7F1+yjiD5+4YK+bjqTk5qAMnOHp9bzV1xh1/PO22K9lK1Dorzcvuju7bU/u0lejY/r72ZeuSVLkut5y9LXnztnv3bJEup5N+Z2eHNsR0bmTsw7E1WmTXPhgv6kJqpycfSo1onRqNb1znr+6ac1fgpZz2dLVDlXFe/t1ZHBpkPCtDtNB3QgoGXEWc+buB8Z0X+XL9fvlXo+3cSEnvNNzJ8/P3di3lnPm1hPJOx/86nnRew6vrdXP6ezrr/oIu30mJjQ9SoKsaBQtnpexG7Tnzqln7u/Xz9fSYn+a+p508Z3tunLy+3FwsxI4NHR/OqFxRLzZi7TuV7PT07qd2jqupnU8729+ndHj+rnTG3frF2rcXPggN2G8FK29ryIHfMXLmgi2tkhYTpjRkftmE/tkFiyxD4flJbqucOZwMUUz0bODg4OSjwel0gkIo2NjRlfFwgEZMJk5gE/PPqo9nY5R5lde63IX/+1d7035uTx8Y+LfOELIo2NeoIp9i1I3/62jiJ1Lja1Z8/cOLmZxtxFFyVXzGZV4uXLdbRoLo25o0f1+J4/rxcKZiGC8+d1nqvly/UEcv68Tu3gtQsXtBdQRE+oprf80CHd//JyPRmZ5EJlpX1CSyTsW6DMKJPRUbt30TRqzXG5cEEvfEziMZfjU8yYv/deHcX3lrfo/4l5m4n58vLkmDcNrXxj3jTkTIfE4KD+7aZNIlVVuor20aOFuWh3LgZWXq4x7Yz5ykpNsMZiyYkq03AT0e/HxPXSpfbFy6ZN+nfOC5eVK7UM5Tr6ppgx396uUy689rXaiC72bXddXTqSaC7GfGWlHvuREXtUhogdA6Oj+t3nMtXMiRPamD9/XkcKBgIaW7GYJqtMcvT8eZHHHivEp7FjvqxMk8GpMX/JJZpEO3FCL6aWLdO4To15k1xx1vMmKSuidXtZmf5rLv6nU8yY/9SndK7s227Tz71nT3Fj/gc/0I5WE/NDQ3Mn5lM7JIxEwv6uc63nz5/X1zk7JOJx7fC6+GL9/5kz+rxJdHq9gFzqYmBuMX/8uO7rkSPJHRKJhMaxifmyMv07U8+bzknL0t/NYIInn5x79fxnPiPyta/pPl1yicjnPlfcmP/FL/RzzsWYN/X86Kjd4Spix8D4eO71vEnKnjun3+kVV2gy6Ngx7cTdssVuF8fjuuDeS17i7edJ7ZBwi/lf/1qfP35cHzOJWWcZtKz0Nn1ZmV3PmxH1JmGVS5u+mDF///3apr7iCj3H7t1b3Jj/9a+1HTsX2zbOet4k4kXsen7FitzreRGtO8+d01ipqtL6tK9P2zpmBK1pJ3//+yKvepW3nye1QyI15jdtsp/v67Pb6Cauzfz7zvNcX5/dIXHmjN1hY+6WuOii/EbULxKeJWdbWlqku7tbRERqa2u92izgLTM/jOmxN7cLzGQesOns2qWNt5//XBtVxb7t7tw5TRicOKEJy40btVFz//32/vnJNOaGh+2TmoidrMnnov3oUXv06erVervr8LA+d/y4nmhKS/UEWogRVdGoffF99dXujafhYW1YHjsmctNNuk+HD9ujPEXs20JOndI5Qo8d0+PgTGpMTtq3/61ePf3xKXbM/9d/6YXzz36mn+Gv/qp4sTYxoRdQzpivqJibMe/WIZFvzJsOiUsuSe4gmJjQxt3Klfr8E094f9F+8qReHIpozP/4x+kxPz5ur9i6cmV6h4QzOZuaqHKODDCNPTOyMJeLl1xjPrUBum1bfqNCdu3S26offljkpz8t/m13lqVzODpjftmyuRPz27bpuS8SSY55c9F6+rQ2ynNZfbi3N7meHxmxp3sxFzErVmiMnDxpx6FXRkbsjo6qKl30KDXmRXQfgkFNnl17rSbPRZLresvSfb/6arued8a8OT7momeu1fM//rFIR4e+75YtOr93MWPt3/4tOeYnJ+dOzGfqkJhJospZz5sOsCNHdFtHjojceKPeZm065k6f1u/fK6ajW0S3+9hj6TG/ZIlebAeD9q3s587ZdbupT83IN2c971zoRkT/prTUTkpnU+yYj0REHnxQEyMbN4p88IPFjbXW1uSYP3t27sS8qed/9av05Gy+9fzp0/ZdFiUlGlvHj+tzZ87od23WkTCdxF4nZ02HxLJl2k5/73uTY37lSn1vM53Irbfac51bVnLMT0xojDrb9M5zobktfHBw+nqh2DH/9NPavggEdL/+/u+LG2v/9E/JMX/qlLbxzf75KVuHhEnI51rPj43pZzMxv3y5HvsLF+zO6OXLk2O+kMnZU6eS57xdtkw7my9c0H3p69PzfkmJ3bnmjPnUDoklS5LreRPzlpXfiPpFwrNx6d3d3VJeXi4DAwPy3e9+N+sP4Avn/DCXX64NwLEx7am/7LL0W2Zne9vI0JBWQGYEQTxe3JPJP/yDNhrMSU1EL2jvusv9dpViM425/n67ES9ij7A4fVrnyM2lMXf0qDbgzIWvuWAX0USY6akzPa9ej953ntTGx7WRlHqb+dCQ9safPKk9jnfdZfegm/l7zO2+q1frrSDXXafHwbm/Jsk8NqYJgmzHJzXmV6zQ9ylUzJvRvH7F/Ic+pLfzO2N+yZK5F/OmB9kwicd8Y94kqtas0b81zp7VGDHf99CQfhdeco4sEXGP+YEBe2qFigpNRJnbn5yJ4kRC9//KKzX2UzskSkvt2+FFsjd2U2NeRPdjxYr0mDerp7/lLTpH61veov/PZ9Vkc/FlYn5goLgxv3u3jjJzxnxJia6WOxdivqRER/SsWpVc101O6kXv2rUi73tfbgnxI0fsejwQSI75iQmN89JSfa6sLHnhCi/09NgXGGVl7jF/5owd88eP25/NjKgSSR4l6KznnRd4pp6/cEE7X/Kp583ow0LV8yL2nMF+xPy//7vI/v3JMV9WpvNuz4WYN/X8yZOZOyRmUs+vXq3tJRNHk5Na169aZddDXs8729enyQERvUB3i/mTJ+2YX7VKP/v58/YUTKaun5zUWHHW884OCWc9b1n51fNLl2r5d6vnzetnG/NmoSfL0jbc296W/zZm6t579bzkjPmLLhJ54xvnRsybev6ii+xbm02btrc3v3redICVlekxP3UqObEzMGDPZxwI2FPkeGVoyE4Gr1ypcyOnxvyxY3bM9/Xp57ruOntqIfP5Jya0fKxda9f1AwP25zExn0v7z62eHx8vbD2/dm1ye/6P/ij/bczUZz6jHd/OmN+wQZOScyHmTT1vOhOcJibyq+dNW6WsTOvZM2eS2wOxmH1HZiBgL6zqlclJezGwsjKRlpb0mD961I753l79XOXldrvOlG0zVZ+zTW+mrRGx2zaWlVuHxCLkWXI2FovJHXfcIWvXrvVqk4C3nPPDXLigv//mN/Z8Ns75Yby4aN+3L/lW0zNn9HbXYvnVr+yTmll18dlnRXbu1GSV33O8mMbc8uV2QtY0ZvK9aD96VE8AK1fqcTYXE0YspieDlSv1xzS8vGKSs5aloypM4+ncOW2YrVxpzzNqbjO/9lo9cZmeUNOgW7lSVyF/+cv1+Kxdq9sxx8fM41ZWJvKa12Q/Ps6YtyyN78cfL1zMP/aYjiI2+9nfr7e/FsuhQ+kxf/KkyOteN7difsWK9ETV88/nH/MmUTU5aa+ObAwM2AmUsjLvpzYwI0ssS+d9c14wmDmyLr7Yjvm+Pl2YzdkhYf7eLVGVetFu5rHbsCF7Y9cZ84mE1nm9vXqB54z5Bx5wTzSYESi5xv3hw/qeJubjcR1pUixuMT8yoqNn5kLMi+i+vP/9+t2bmLcskeuvz2+kT2+vXc8PDaXHvLnNbuVKfZ3XiSpnPX/ggB3z58/rey1dqolU57y3O3ZoPV/22xvVzIX4ihV6V4GznjcX7SaWTKfidAuKOGM+ENA6+NAhPR6FqOcHBkR++EN7P8+d06RAsbi1bSxLF/qcCzGfqUPCzIs/03peJLnjWUS/40LW886Yf+KJ5I7eCxf0M27ZYsd8b69+ducFuPkxUzLl0iFRXp57PR8IaGLh+ed1HwoR82NjIt/8ZnIb7J/+Kf/jOVOPP67nU2fMi2gdOhdiXkTr8d277RFx5qeqamar1q9erbFmpqkyYjH7LpyVK7UD3ktmpLgZNW5i3kxLVloqcuml6fObr1ypSaYlS+z2/MSElo+Pfcyu602SzSS0Jif1nF1amr1eSI35w4f1/+YOPK9j3rL07ksT8xMTOuinWJ5+Wj9rasxfddXciPlMHRKWpdeY+XY8i2jMX3qptpdTOyScMW+mEPCKmY7GTJXmrOeHh/Xfyy9PrudLSrT+MR0SJqYnJ/U8ldohYb6v0lL7dfF47gnsRcSz5Oztt98usdSGMjCXOOeHOXfOfvzsWf3XzGH0gx94c9H+yU/at2O84AV60v7Yx4rT22fmody4URtGL3+5Pj4xoY3tXbuKs9LmdG67TaS+3k5Qmgr7hS/MvzEXCOgtfibZYxK+k5P6vPkuA4HCXcAMD9tzv505oyfoU6c0Qeic9/bHP9Yew1Wr9ES7ZYv+zcqVegK8/nr7+HzsY/YISPNTUqI95StWZN+v1Jg3Ca+BAf3X65j/939PjvkNG4oX82Yuyo0btaz9wR/Yzz355NyKeTNq2vmd3nhj/jG/erX+nDiRPPpcxP7uC5WoMiNnz53TODeLIjz1lF4cDA8nx/z//I/dIeFsnJlE1Xvek7lDQsS+3TUUyt7Ydca8s7fe1PlmHshPf9o9oew2AiWbtrbkmN+4UecaL0bMj41pknLjRv1cZp5nEU2kzJWYF9E569as0XhcsUL/zfcWTFPPb92q5WdkJLmeP3FC36PQ9bzpdNuwQY9/X5/WqUeP6oW3ifl9+zSW1q7Vz7x+vdb1K1fa80KL2PV8MJhcJ5SW2iOGskmd+860acytgl7X8//f/5ce8/feW5yYtyytWzZu1O/YOWJ3rtXzbh0SV101s3p+5Ur7e3YaHNQYNPW81zHvrOfNLeWWpYmTp5/WOEid0/9FL9K5/k0CwXRILFsm8ta3JtfzsVjy8TEjw6qrc6/nzS20Zj9FChPz5k40E/PFHL134YJdF9x1l/3444/PnZgX0bZrZWVyPf9Xf5V/PS+icXD77fq7s01//ry2OcrK9Ps8dszbz+Cs52Mxjfnxcb0ra2BA/3XG/K9+pa8fHNR/y8u1nWPq/Le/3f78t92mbdPUNtDSpSI33JD9ODljXsS+G8q8r9cx/5GPaKeHM+Y///nijlh1i/m51LbJ1CGxadPMOiQCAZHXv96u05wx39dnx7zXdwU56/mzZ+0OgGef1c7eaFQ/47Jlui9mkbOVKzXenR0Sk5PakZSpQ8IwdfZ731u8BebmCc+ORltbm3R1dcmnP/1przYJeCvT/DCmghgd1Qrma1+zL9pHRvSEmO9F+4MP6gnSeTuGc87XQp/cvvMd+/dXv9pO9onoiS1XhV4RVEQbMCZJuWKFNiI+97ncT2pDQ3bj5PrrdUXJ1avtnjxzy/FNN+nFr0jyBcyePTMb0fzAA/q3ptEmorduj49rA+7wYfu1p09rbJkk9HPP6T6PjNi3n150kT2q0MyXK6LHwVzQr16tCa5Vq/QE6JxOwc1MYn7JEntETD4xv2dP+i1IGzfqSb4YMf+979kJyro6/b6NuRbzGzbYFy4rVuj3Gg7nHvOJhDbOAgFNVo6P2w25JUv03/5+fZ1bomq2MW/mvBLRBtvkpMbJb35jz6fW15c8L9zzz+trzOfevFl/Vq7U0YZXXqnbM4kqM6ebM1Flylc2mWLeubiYZen+mQZob6/uuymPua6yu2ePyNe/nh7zwWBxYv4nP7HvEnjFK0Rqauzn5lrMDwxoXVxWpjFaWprcSZoLM7rk0kt1igyzYrcZoVRWphe4hajnReyYN8dncNAeZSViJ0VNzB8+rK8xUxqYFZcz1fOhkF0nXHednhMmJtKnEEk1k3p+5UottzOp5zs702N+9Wq9DbXQMX/woHZ4imgS8Hd+x35ursV8dXV6h8QHPjCzDonLLkvueDZJSdPpWoh6XsS+Q8JMM2PqeVOfnjyp8W5i/sgRfc1FF9nJKRNvZjEnEbueLy9PrueXLtVjdv589umnMsX8+Lg9PVRqzJuRj6ZzO5+Y/8IX0mN+1Sq9M6jQMR+N2nXANdfowpNmJPWTT+a+nWLEfDyu34Gp58vK7MEAuXLG8NCQdmisXm2v9j42pr9ffbU9z6vhZT1vrh1MzJvE0tiYljszj2Zvrz42MqJxV1amMbxkif596p18waB9zXP55RrLK1bY05Rk4ox5c94TsRdZcov5FSt0XzNN95GJOY5u9Xw4XPiY7+/Xzk0RTfS94Q32YJR86nmRwsf9DTdo29RZz7/xjfnV887BE4mEHfNmTtexMW0zveAFGj+FrOdNzJtFtUU0hsyAC8vSDhEzLYFl6T5dd51+/rVrtQPC2SHxpjfZHRKmXi8p0Q7qK67If98XOM8WBGtvb5eKigppbGyU5uZmqaqqkoqKirTXBQIB+fa3v+3V2wK5c05Y72SG8p8+rSezY8f0on142K4wLUtPEM6L9mwrC5pVRTduFHnxi7XiM4tU7dxZ2NsxEgkRM7dzSYlIbW3yfJO5NuaKsSKoiPaAm1vyROxbxlatyu3vnSepwUFtFN14o8jLXqYnya98RU8sjz+u/9+40f5e9+zRJIqzVzZXJSX6tydO2Cebq67S2BgYSL7tZHJST3JmVMjwsJ2cFdHPbmLiwoXki3YRu8G3dKlezJiRWqbBmGmhJ2fMO2/9yhTzk5Ma35alCZCKitxjfmBAT9AbN2qSfHhYkxMTEyJ/+IeFvwXJeV559au1gWDk2pgrVsz39ibHvEh6Az6bkyftJOXmzfodmtHy5vaz5cv1OzcJGlNOvIj5s2ftOuWqq7SzwSRMli61P49z8a9z55I7JEzDMx7X1zkTdbfdphcSZtXvq6/WYzY6qu914YL9PqmcMe9cDGp83J7vccsWLUNmFK25VfjIEb34zXU19ZERTUJs2KAJ5g0btPG/dKnWu8WM+d/7Pf0uysr0+59r9Xxvb/KoCZHkOWOnYzpKRfT4nj2r9fxll2mC7pOf1Bg6eFBjy+t6fnzcXnDvssv0vHXypManMxbNSECzmvrgoF0Gy8rs84JbPT88bNcJF12k56uzZ/V9zIJ1bpwxbxbgE9F4Hx9Pr+cDAT13mMUEN2zIvZ6fmNC6tbxcj/PNN2sMrV2ri+IUu543nSHxuMZ8tvOhUayYHxiwE1VGPncYmltMRTT5aqZFMNNdmHpexD7uXtbzlmUnBdets+NQxG5PWJbWlWau58FB/S5M8taMrDp1So9Faj3/ohfZ8+heeaX+7eCgloUjR+zR5amcMW86Y4yREfeYP3xYy8TwsCYSco35yUn9/MuX6+e8/XZtY69bp8mSQse8c7DF7/2endR77jkd2Tg6asdBJsWKedMZ5TTT5GwgoFNlBYO6r+98p46yi8W0bjX1rjm3fPazs495ETs5u2JF8jzOznr+1Ck75s+ds6foSCSmr+fjcbv9Fwzq35jp2J55JrmT1ckZ8+vXJz83OqrHJTXmo1E9VqtWafsg15hPJPTcYAY8vO51Oq3HxRfrdgod811ddnvh935Pj9W114r88pd6rE6dym3hw2LE/eBgej2fLcnuxnQwTE7qIuLBoH6+5mZdePDMGd3msmX2tdvoqE474UXMm3q+rEz34dgxjR/ndazpiDPn1+PHNfbN9fpFF9kdFqkxX15uDyoyC3jGYrr9Z57R601M8Sw529HRIdFoVEREBgYG5MCBA66vC3i5WjSQDzM/zLvepScs89j583rRFQzq7QT//u/a0HE2ok+e1AujXC/aN22yextf+lI9YX7pS1ohVVSI3HFHAT7gb0Ui9kXvLbdopRgM5rdyezFXBDVJHSOR0ArfpXPHlWnIWZZ+r2ZFy7/8Sz1Z/OAHmrCNx+0RrocOaSPvkUe0ob12rfY252PtWm2Yh8PaaNu40Z5XzaxEbCbSF7HnvV21Sht8qRftphHk1pgzSdzSUr0Y7umxFy3ItjqzM+aff173y/TEPvecxoYz5s2t5CJ6cjYrhOYS85dfbsf8i1+sf2fm3ly5srC3IDlHllx7rSZPRLQcHj+unSNmZF0mxYx5t9vwzpzRRm8unB0SZpX6tWv19rl160Q+/GH7+zST/P/mN97F/L//ux7LjRs1nsxoJWcyVETrzclJ/f5HR9M7JEwdZFakdRoZ0deUlWk8PfywXuSZcnzNNe776Iz5I0f0/c2KsdGoHp8//VOdjsCMQnO+ZzyuDcxcFim47jq77L34xRp7Bw/an6+QMX/mjC6KJGLfdhgI6HF54gm9oIzH0xMXTn7HfD4r9DpHlpw+bS801NSkK3V/73v6HidP2ueUVau8i/mPfETfb+NGjQ+T7DejeZwLBTljPhZLrr+zXbQPDdm/19Rox5/p1Hj22czx6Iz5vr7kmH/uOb0gd9bzzvJ2/Hh+9fz27XreENH5dF/7Wvs22cnJwsb8+fM6162IJoZvvVWP+w036Cjyc+e0zJv6300xY95tKpl8Yv7MGTvJee6cXc+/7nXaDvjYxzQ2Tp7UWDGLcb7nPVoeZhvzra0a0xs3at1u5pBNnePTrDJu5kI8ciS5njcxPzbmHvPmvHzLLfaUT6bzOVNyNlvMHzmi++yMeVNeRezVwcvLc4v52lp7hNm2bSINDfYAiJGRwsb85KQmqkT0OJnb/G+4Qct2IqGJp2yJtmLGvNsUS/ksRjo2pvEskpzwev3rdR9f9zr9PCdOaJu2vFy/67/8S318tjHf1mYnkEzcONs2pp4/d04fN3e0PfWUe8yndkikHo+bb9Ypn0TsBVQzJWedMX/0aHLMHz2qyVRnzIvY7z08rO+7Zk1uMf/GN9oxf/nlOo3Aww/rZz97VtuahWJZ6R3PIhrzv/yl/v7EE9MnZ4sV9wMD6R0S5m7OXDg74cyofxG9A/D22/U7feQRjfmnn9br2o0bdbqQn//cu7ZNZaXGkxmVnTqvrUk4m5h/8snka1jTJksk0sv8wIDdIbF9u9btAwN2PW/qNYiIh8nZLnPyAOYycyvVW95iL75hLmj/7u/0xHXvvem3SiUS2mAIBnO7aP/5z+3fb7lFt/elL+n/H35YG3eF6qhIndJARN/r+uv1Yj4W089iEmkPPKAVspm7zbki6PLl9ogdcxvO4cN6W8x0i5TkKnWBCxFt7Ofak2ZOaoODuj/Ll2uiZNMmffylL9UErRnVeeKE3opsLjp+9av00dT5WLpUt3nypDaEbrpJj/PoqG5/YkJPaiMjelFj5shyJqqWLcucnJ2ctGNx+XJtqDz8sF7UmMZctkaKifldu3QfTcxfeaVO1p4p5icm9HtYsyb/mH/xizUh0N6u2/nOd0T+7M+yJ0dnI3U0lXHjjZp8GB/X43Tddfr4dDE/OKjfVaFi3lx8OOUzitDEvEn+VFRorL397bp/+/Zpw3TNGk1UHD5sf/dexHxZmR3z8bguTPdf/2Uv7GXmA+3v1+TV1q326vXORJU5lm6JKpM8Ki3Veal/8AO7MffMM5mTsyJ2zN91l337lbk1+P/9P/0e//u/9RisXp38t8eO6T7ffPP0ixT87Gf277fcYieuh4d1YcB3vSt5IQsvpY4sMeeT66+3R4o/+aQmsESmj/lTp+zbkE3MeBnzbosw5pOoMiNLRkftOdHMnSmBgF7IPPigjuxZutSO+Z/8xJuYDwTsmN+8WRPC3/++7k9Fhcb9yZMay8uW2SMdzXQZIlouTDL3woXkZKyIHfMlJdqB+73v6f/NBcwtt2TePxPzf/EXyYsyXnqpJhyc9bxzBLNl6eeqrJxZPV9To9/FqVMiv/iFns/XrZv+eM7ED39oJytvv90eyWaSsyIa+yY5O13MDw0lT6vkdcy7JWfzGUVo6vnJSXuk2PLl+h2vXq3HOhy2b7Hv6dEY/OUvvYl5ExsnT2q5etOb9PZ+M1LTLGJnFqkxUys8+WRyzJtkrmkLOTkTVzt36kJ7InY97zyfpzIx/1d/pa81Mb9pk8h//EdyzKe2t0+csOeHni7mU+v5K6/UjtRnntFy2dOjU1gUwr59dszceqs9Mv6GG0S+8Q39/Ykn7OTsdDE/MKDf1dq1hann3eY8zic5a87X5i6XTZv0O3rta/X5ujpt25gOA1PPHzzoTcybuctPntR6/XWvE/nylzWGzB0ZR44k1/NuMe9cDyL1GsdZ77/2tfZdLvG4jmrNxsT8X/+13g1oYt7M8emMeTPK0jDz9OYS8/v323/74hdr3bNjh9bxJ0/qIKBMSeTZevppe1q4m27SpLOItueNJ54QeeUr9ffUmBex476vT79H0zFaiLr+xIn0kcT5jJw1dwpYlsaAGRX9hjfov696lSZnzcJo0ai3MT8xoZ+ht1frl7e+VddkMDG0YYPdtjHt+dSYN8fXTNmUeoeIM1n9u7+r9VA0qo9PF/OLkAc1sbriiity/gF89ZKX6G2y11+vF/jXXy9yzz160jO3jaSuIiuij504Mf3KggMD2osqor3+69drZWbmwDx8uHCV0fCwPYplzRr9rMYNN9i/O2/zNrc2mF5SsyJoSYmezE+c0Ebo0FB+8zHmyu1ixS1hm4lpDJ45Y/duv/GN9vN1dfbvl15q93ybUVCzZRYmMb3lgYA23MvL7UniJybsht3atXqB6Zy3rbraHimcmqgaGbFvYV+5UuPUNNBzacyJ6N+84AXJMf/e904f82ZEznQxf+GCNtZE9HNceaUmw01iaGBAG3WFMDGRPLLkd3/Xfm4mMX/ihMb9k09qA6sQMe8W3/kkqtxi/g1vsBuZZqSBSGFjPhDQWJyctOfIWrXK7n1fvVovAM3oTWdjrrzcnn/QLVFleuSXLdMGtEn4xOO5TVNhbpl1xvydd+rjZgTK2rX6XTsXlTKdPNOtsmtZdqJq2TItX8uW6SgrES3bJrnmtUwjS0SSL2CcUxtMV8+b89uJE4WJ+dQ7JETyS1SZRFd/vx3zr3+9/R2Z4y6idVChYl5E49rE/Jo19sr1k5P63Lp1+riIxqqJ+RUr7O/HjLJ1cnZI7Nhhjxo00zVM57bb7DnmTcz/8R9PX8/392tSJJdVk52Jqhe9SI/Ja15jf6ZCTluWKeZnWs+fOaO3TcdihYl5tw6JmSRnze2fInqhbjqUbr/djknTJihEzFuW1tdlZXY9v3p1etvG7IMz5svKkkd1pnZCOpOzL3iBdoqJaP1v5pzM5rbbtB5wxvzv/356zKcupDY+rm3xXGI+tUNCRJN2xsMPT7+fM5VLzOdaz584ocfiyBF7LmOvY95toaJ8ElUm5s1IOxGNcxNbL36xXbeaBGihYt60yU3Mr1xpJ9FWr9ZjZ0aoPvFE8ijCHTvsMpvatnO2dS6/XJOMZjqqXNrJt90m8id/khzzt98+fcyPjup3n289bzoFTYJcpHgx7+ycybR2SmrMi2g8//znegzMNblJ+Hod9845j43U9mwuf2+mCBDRfIFZh6Gmxr5bxcRbIWN+3Tp979Wr7ak9TMxffHFyzDvr+Ztvtttjqec5Z3J240a9LjeLiP3iF+lTXi1yOQ9jOnv2rESjUXlhtlsnZqiQ2wbSmItEc4IXsS/8Mk19YCZcX758+ot2Z4PSNORE9MT22GP6+8MPJ59ovPKDHySPLHHefpbamDO3EZjexvvv14vDK6/UxsT4uFbG5oJxaEiPWa63P+YikXA/ieWbqBod1UbT0qU6qmn7dvv5F71IG3Znz+rF0qWX6vc3OamvcyZvZ6KrS09Ea9dqzJgLlb/9Wz2WZ87ofIjmAvjcOT2OzsbFddfZ89ZOTCSPNIjH7ROXaSD+zu9ownxiQpPx73hH9n0cG7Pn4zVMI9gZ82ZONmfMr1gxfcz/6ld23N1yi92ofu1rRX70I/39m9+0k7Ve+sUv7OP1spclf8bUxlx9vf6eGvNVVXbMX3SRHZPxuP7fy5g3202Vb8ybOZvMCBLnxeItt9gxH40WNuZPn9Y6deNGXZRq1y597KMf1XJ56pQe45UrtYFs4vzqq+04MfMWGuPjdgJp5Uqtx179ao0zy9KYb2nJvo9mXi63el7EHoHS1KS3R5rG7urVerxe9KLs23/2WTu5dvPNdsLwNa+xby97+GFNFHjtqafsBv22bfZdAiKZE1XOmB8Z0YtCE/PBoH0BbRrbXse821yb+SaqzEJ3ZpSn82JxyxYt708+qfX85s324nhexXwspuXq+HEtwxs3irztbdoh1N+vd2QcPKiv6+/XESe/+Y0dy1dckXzLfWqiytkhUVqqc3X/8IdaF5tbX6dz8uT09XzqbeBmDufp6vnTp+120bXX2p0ur3mNvVDgww9r4sDrO4OOH7cvpC+9VN/fuOYaPV6Tk5ljfmxMY8TE/Pr1dp3T368XpV7HvFuHRD63ux49ateNW7fqY2Y0lYh+hptv1o5RE/NmgUYvY37NGj0nfv/7GvPbtom8+91aBjo6tD4aGtLXrlundaOpRyortUPCxFpqx6SzQyIY1PPYf/+3xuSBA/ZUTNmYO3wMt5g/diw95hMJkbvvzr79kRF7VNrFF9t3dN1+u07bdOGCHqc///P06R5ma2jIHhEeDCafk7Zssb8X51RlzpgfH9fvyy3mzQAAr2P+xIn0x/JNzpqYN4knZ8wvWaLtjK9/XePv4ovtxQ29jPlVq/TY/uIXuh+33qrt7FhMR5V+61saG+Yuv56e5E64UMiuk1Lbe84OiY0btcPlU5/SsvD003Z7KZtcYj516gOzMOU735k95k3CTET3w3QovvSl2uYbHNQ2mLkm9NL4uN2pvWyZftfGmjVaDx49qnWMOW85Y35iQu9M/eIX9bhv3WrHfDxun3+9jHu3Dol8krPOwRam4+1Nb7KfLy3VzueODo2/DRvs+Vu9jHlTjj7/eY3LrVt1vtuREc1rfPvb+v2cOJEe82Vlev31hS/o/8+eTa67nXXAxRfr9/Af/6HbO3ZMt+lsxy5yOSdnw+GwfPCDH5TJ1LlkPFDIbQNp3G4pdvZ8pU59IKIVzOrVWnls3px9+249jiJaAZtbkL/3PZ0jyfT87tmjFdls565ym9LAMLd0i+jtME67dulF5T336AlxeNietNtwrnaey20xuRgaSu/dFcn9hGlWSj1zRvcpENBRFM4Lw7Iy7ZkOh/UC5vWv18/705/qrSI33ZR8O0w+9uzRk9ab36yN549+VN+jvFwblM5Fzv7pn/TYmkaVaRyXlGjPvDN54WzgOuPVnLjf8Aa9lWdy0r4NMJtcY/7tb9f3NvMNmURztjn8RDLH/BNP6OdctUpf41zUphAx7xxZIqJJVzPPVOoCSbt2aUP4nnv0ezIxX1pqN6xMUsXLmLcs94ZbvqMIzWivsjJtnDkbyWZuuk9+UuPxD/5Aj7PXMX/jjZokPXVK9+Vd77JH+42NaXlYtkzj74orki9KrrsueYS4M5Hh7JAwCwO+7nUi//Zvut3HH59+DuFYLH2179QRDrfdpjHz6KP62htu0IZ2ICDy1a/qbbaZuI2mEtFjPDmpcfTrX2vi9/LL9bli1POVlfZt5r/+tb0vIvqdHz2qDe5AwJ56xXkcC1HPi7jHdz63ux49qtsw8/85R1MZr3qVnluPH9cOrPe8x9uYr6/Xuxz+/u/1PZYu1akzzKiWK6/U79bcbrtunX3xIqIdEs72Q+p5ziRnTbugtlZ/Hx7WODp7Nv0zO1lWel3vVs+/8516YWVZdttm8+bkW3HdpE7XZHzrW1rPjozocTl40B4BWaiYd57jly3TY29uhz13zj5Xms6ilhb9vKOj2o5zJj8KFfNu7Zh8Ltp7e+020rJlOgI1dQ5WM83R8eN6p9T73+99zG/fLvKBD9gjgT/yEfuW5ksvFWls1ON29Ki2b80ochEtL+a86jYXoSkfS5fqa17xCq3zL1zQ7+3o0enbH6kxbzofSkvdpz5YulTjY+tWu7Mhk0jEPo+YKVRERDo79Zzb36/f0Y9/bN9m7VXMf+979nvX1SXX02aqsp//XJNlfX32nSi7dmld0dKifz82lh7zZi5Vr2PebXqm1DlXszl6VOs7c0v1dddpvelUVydy330ajzfeKPJ//o/3MR8KaVkyMf+f/2l3fL7kJTroIJHQc9KmTcnTj112md6Kb867ZkV7Ezum3RMIaHkxa4OcP6+vfeIJHXmbTWrMx2J2vWdi/v3v1wFBzvb81q3u0604PfWUnUzbvt2Ou899zk7Ojo9rUs8kEb2K+Z/+1K4jb7stPUl9ww0aIxMT2vFpEse7dmld8sEPal21aZNekzmndjAj/cvKvI17tw6JfBb47e3V2Bkc1DZDZaUmOp1e9Sr9To8f187I/+//8z7mX/ISHVRkYv4977EH1LzkJVrHmbmLzdz7pv5et07LqXNO/fPn7fOwsw4wnVwXX6xxNjSk17GFGMgwT+U9rcHQ0JCcPXvW059+r3rsgFy4VaSpF+233mpPffC7vyvyv/+3ngTWrtV5NDOZnLRHzq5alTyKySQ9T5zQCu0HP9DHzaq6M5n35oEH7Fs5+vrskbmXX67JsAcesF9rbjEW0Quz1KTouXP2BfuKFfak94bpdT19OrfbYnJx+nR6AkUk9xWNT560591cvlyPsdscZSMjegKcnNQe93e8Q3sHh4ZE/vVfk2+HydWePfq3Q0PaaPmbv7EXQDp92u5BFNELjosv1v0bGtL9cfY4VlfbDWuR5AauM2llLszNyEgRPZG6LbbjNF1yVkQbQjU1GvM1NdrIufFGfZ/77su+fXPRXlKSPGq5rExPvmZOJrOIhlcxf/asNlBEtHH71FPJMV9aao+wOnUqfdTOxITG/Pi43YhzxvzYmPcx77x1ySnXRNXoqH6fmabxMM6ft2P+G9/wPuY//3mdR9i8x+CgNt6MV79aG5nLltnzK5uYLylJXrhNJDmR4ayjTePuxhvtuZUHB6efY8utnjf76nTmjF5kb94s8n//rx2Tn/98+jy4Tqm3dxulpVofmfc3t/95FfMXLmiDXESPbW9vcsyL2OedsbH05INZbTeRsKddcca8uWj3MuYzdUjkOqLKsrS+cnbCucW8mTdtclJH+RUi5t/5TnsqjHhczyfGZZdpAscsnuScV1xE61bnRbszYX3unB2bpkNiyxY7sT8yYt+FkIlZdNLJnCON227TEcfmltgPfUjLVjCocxVmW4U7U4dESYk9+kVEk7Ui3sW8ZdnJ2UBAP2emmBdJn+rHHE+TmEuNx4kJ+7ztVcyLuNfp+YwiNDFfUqIXwm4xf+SIHfPmLhqvY37XLq1HzN0azo7Oq67S9oiJ+Xg8OeavvVYTJW4jqEyyXMTuGAgG7YTL+LgdS5mMjqYf54mJ5CklbrtNO7RNzH/qU9rGCQb1Lge3c4WRqeO5pEQ7Arys50WS4z719u49e5LjPtPUBiI6StaU5bKy9HpeRM8PXse82/V8tvNoqqNH7XbasmXuMR+J2AuPRSK6wKfXMX/nnfadZAMDyYMgVq7UuxrMvPmnTyfHvOmQMDGQup6DSdwtXWovempiK5Gw5xLOJpcBF7t22TG/e7d27gSDInv3Zh8Ak62e/81vkmPesvyL+dTpra64Qst+IqGxfcst9mAToxBtercOiXySs6aeF9GY/8M/TB948JOf6DXM5KRe5991l/cx/7a36bYnJzW+nO2TlSvtEexLltjTI5k6xiwInWnB09TR4oFA8hR0hZwmYx7KqyRZliXBYFDKy8s9/fnIRz5SqM8HpMt0UnNW4ObEtWaNjgB5z3s0uSaiJ65M8789+aRdCTnnHBLRE+Wf/Zk9r9+3vmWf1O66a2Y9X865dpwjS1assCdJdzIntslJHWVijI5qYsWMpAkG7crVzMc4PKyNlbVrp7/9MVfPPWf/bhb3EMk9UdXbmzyaKnUEoWFusRgf15O3mR/N3H5q5gjOx1NP6d/299s902bFyrGx5G2WluoCLyaZdupUenI2U6LKeeI3CdklS7RnX0Q/11e+kn1f3WL+xInkJOHEhL7vmjV6cfT+99vzfP74x3biP1Vvr31bz0032RfCIhrTf/EXdsw//LAu2uNVzD/yiJ3cX7NGt50p5kWSG3OWpcliE/Nr19pTSpiYHx3VEWtexvyJE/Y+O2+DzPV2V+doquXLdZ4+txWtBwftmJ+c1PrLy5hfulS3X1am2w8Ekre5ZImOPDUxf/JkcsxfeaUmRM1oEmeHjDNeTXkOBJLn0J5JzJuFDwzLsjs/1q/X42huERsa0osYN2fP2hfDl12WfDvWrl06gtjM1/zd72q8ehXzP/2pfY5Zs0Y7gbLFfOpF+ze+kTxicmJC61DnvLvRqLcxPzRkX5w66/lcE1WxmF68mIWIbrhBk0KpDh/W/R0f13gpL/c25s0FU1mZxr5ZKd3pLW/R2A8Ekuv5QEATVc4LGOfnd8alsw41o/FEkhPBbtxiXiR9kR7TIbF+vd4Ca0am9fSIdHe7b2N83E5QBIPJC/Lt2qW3uZt5i3/4Q+3E9irmf/Ur+/gsX66jFlPjMtN8hCK6oI+JeXPrprnQLVTMOxPAzno+11GEZk7Us2e1Dl2/Xm8rThWNajyNj9vnMS9jfuVKe7SZ+Td1m3/8xxrfS5cm1/MiWlY3bbJjfmjIvqAfHbXPhc4Rcs4Odme71k2mmE/tfDZT3Ji7mhoa9PGJCY0zN855xZcssUeDi2hM/9Vf2R1xBw7oyLbZxLyIHfcf/ah9nK+6SttgqQmwbImqL3zBjvkVK+yEizPmvW7Pi9jtGOeCn/kkZ3t6tA22ZImOKnXe1m48/bRdz5eVaX1ZyJgvLU3fZn29Pr9smf6N8zOm1vPORJWzQ8LM3Smid/QZP/xh9n0dHnavR1Jj3tTz5eV6p5N5j7ExbStnkqnj2bTnzYCLnh4dRe9VzH/iE/Z0CuvX6zVHasxnq+cfeMAeoXzunJaPkhI93ibuBwe9j3tn29W0EZx14HQOH9YYCgQ09txGkD79tD2QxCw452XMr1mjx8gs6LV0qd5p4FRfr4+bmHfG4FVX2Qumi6QnZ02y2pQZEbsOFsl92qZFIudpDaqqqqTWueDCPNbW1ib9/f1SWVkpPT09UldXJ/VmLsICbGO+vXZBe+CB5B4ac/vnyIjIxz+uF6t33pk8WnHDBq1w/vRPdaVvEb1F/hOfSJ9Xzdnj6EwkGB/8oL7/44/raMvPf16H93/5y7rauVlkJxCwRziZfzM9Njmp212/XhszJ09q5drYmH6yvOEG+/M/8YTda/iRj+hIg40b9WfDBp1XackSezLwQECTds3N2ivrBTNBu4i+p7ndJtdbvA8ftpOXy5Ylz01lJBI6ksZMbB4I6Ill7Vod2XfsmJ4YDhzI/URt5gCcmNALjyNHdLulpfY8s7/+dfKcO695jTY0zMgfc3G/ZIk2Ls2cciLJJ3vnaE8zx5+IvYKniF7A/NVfue/rAw8kj7gqL9fja1k658/69RrzJsksYq8KfdddIv/8z/rYvffqrV3ZYt7Zy2685z0ac7/4hc47+/DDyTEvkh7XmWLevNbE/MUX6zExo9Hf+c70mE9tzL385fr7v/6rJl5NzK9apY0R0yA3MX/NNSJ/93fexbxzJOP69fao51wTVWYaDxGN+Te/Of01JuZXrrQTVQMDmmzftEmTNb/8pSbV84n5SESPyyWXJMf81q3a+EqN+T/4A63jysrsMj0xYc8NbS6AzChDw1n/rl1r//6Hfyjy0EP6u7nzwM0DDyTH5ebNdgdCOKxJ2Dvv1GNukoZmVO6dd9q3kz70kI7cMbetG/v2Ja9knKqpSUeA/OAHWh8/+qgd81/5Sn71u/m/iflNm7RRfuKENo7f9S73et544gn7ouzeezVZa2I+END4i8eTY/7KK0X+8R+9reeddYup53NJVCUSmjA0tzIuXeo+miqR0M+2YoV93Pr77fPi8eNaZ+/fn1/M//Sndj1vFksrLdWk/Llz6TFvFmR56iktE+fP2/t9+eX6Wmeiyhxztw4JEf2s//mf+vv//E/y7bFODzyQfIEWDNqdnJ/6lI4SMrecmvfasEH3+y/+Qi9URXSV5pe/3L6AMh57zL7gNAuBOf3pn+po5W98Q7e/f793Mb95s7bNTpzQ/Xrf+6aPeeP++/XcbmLefCcDA8kxX1Ul8uEPexfzzimbKiv1mJhO7lwcO2bX88uX2yP1nJwxL2K3LS65RL/bvj79Hp59Nr+Y379f/920ya6LS0t1m5OT7jF/002arDGJG5MsvuYa/Tu3211Pn06eT99405t06pBEwp7PPjUeRTTmnR38GzfaSfzPfU5H+ZmYN5+jvFzbXG95i85tOzSkt2fv3Jneyfncc3b78uabk5NpIjoN1E9/qucJs3r6ZZdp50FqzLvFurNN43w8kdBrjcpK/UzLl7snwK691l7IxxnzDz6o+2Vi3nT2p8b8pZdq+86rmHd2SFx0kX7PY2O5J6pM4kzEnkc/dR5fZ8ybTuGBAW3reFXPm/Z3tpivrNSO3J4eLdNmKg0z3cSyZdqmNG2M4WHdv9HR5AV+jVe/Ws8RFy5o3A4OJrd9jAceSL4mqKy0v9+9ezX+U2NeRM+Db3ubtkvOn9e2eH29PYeyEYvp+4towi31tn8zBd7992vM/+pX+cV8pscTCZ2eoqJCY3b1ao3j1Ji//HI9bufPaxyYWN6zx54T29QDP/qRvWDt+fP62rNntc32vvd5F/fmPLtkie73wIDGvXNKqUzMPOmTk1rOX/5yeyE6w8S86TQIBPQ9y8vten7fPrvTIhdmXuHJSY35eFzjsrRUY6WsLD3mg0G96+a55zQ+jxyx98esIVFernHnXOTXspLXMjBCIXuajN5ebeM5r4MXsZyTs29+85vlzW4XgfNMU1OTVFdXS2tr69RjdXV1EovFpLGx0fNtzLfXLnglJXriNnNpvuhFejFx4oSe9N79bn2d80LJXLTX1enJ77nn9CLo0Ud1XjunTD2ORiAgib96txy6+2PSnyiXypIB2ba2TEryudUtVWmpJC4KyqHoRdIfXSuVq5fLtuY/khK3Xky3C5g9e3TydHNSE9EKdPt2TfqtW6cVaFmZSGurtwuZOXt6L73UvmjPZV62REIb12Y6hhtu0BGoqcxqtVu2iHX4sHagHjstgROnpbRUJDA5qYmcpqbcJ7cfGtKTZVmZWNGobjMhkrhorSxdvVoCgYC9EqhZ6HDFCr3Q/slPtKFmRo+cOqUXI3feaS8g4ExUOUfROpNEr361Jg3Hx/W7zNSYKynRRsvy5XbMf+c7GvOf/7x9UZ7aIWHeo6NDG8xPPjl9zLslqkQk8b73y6GG/+t9zD+7WvplrVQuL5NtLW+bPubNKEJzq5Qz5ktLdWTSV76SHPMf+pB7R8tMPf+8/full+aXnE0ktFFtetkvvth9kTVnzD//vMZn3ykJHD9lx/wPf6hJu5nE/LlzUzEvy5dJ2fr1EjDJWWfML1+uveOpMW8WbXAuTOEs886LD2dM/87vaDkaGdGYPHzYfT7CkhK94F6yRL/fHTu0AXvihCaLzGJibjG/aZMmQr7yFW1gf/az9nnByHSrq0Pinr+VQ4/0ex/zv1mpMb8kINua3+4e81deaV/oOev59vbkmC8p0WP60EPJMf/e93p34SKS3CFxySUa84nE9ImqRx8V+Zd/0YsIkyTp73e/4DExv3Wr1snjCbH6z0pg4GxyPf/nfz7rel6WL5eyynUSWLEiPeYDAU30/Nd/Jcf8hQt6kfm+9+l3MzJi3+5q5iI3nPv3ghfYFzCnTun+OOs0o6REz4eWZcd8V5fG/Ne+Zv/N8LB93M3dQDffrHX3z36m7/GVr4j80R8lbz+Xev4fPiSHvnbY+5h/arnGfElCtv3zLveYv/hivag1t91blpbde+/V50zMr1ypdeb99yfH/DvfWbiYX7/eXpQpl9tdEwlNopjpgFascB9NlVrPj02IFRuSQPxpO+Z//GNNRM4k5oeHp2I+UFYqpZsukcDYaHrMi+gicF/5SnLMBwJal/z1X9sLbZpElUm2G87R4hs3aj3R26tx/9OfJo8gN0pK9D3N3VA7dujo8hMntG1p4nRiwk64mXp+9Wrd53vv1Vi57z699dsp0xzLDol//Cc59MVfJ8d8PvMKuykpkUTFOjnUWyn9fUGpjA/JtvfclR73K1dqQrmnR+Pt/HlNkrW3a2ybmDeLsh05khzzf/In3sa8c573YFDbsmNjuSWqTMybc4O5vTuViflLLhGrr08mh86LNTQqgd/0eF7PB8pKpHTTJgmMjbnH/M6dOqjHGfMiur5Ec7OdLDbTfWzdat/pJ5KcnF26VJOhTzyh54auLnsBW6eSEh0VPTJix7ypK6LR5HKS2iERDGq9/ulP6z7cd59O5eQ03WAL+W3MfyYi/eNrvY358kqN+d61UhmblG3/yyXmS0r0GnT/fq1TT53S65lPf1o/pzmnbdyo584HH9THzF1Ct90m8u//7t1I8UTC7mQ2iweb73hoKHlAjdvfdnXZSc6lS5MXAjNMzG/cqIPeB4fEGr4ggScd9fxPfqLleSYx/5vf2DFfIlK6eYsEEpOZY/4//iM95tvbte28bp0miS1LY/IFL0i+Q8I5r30goB17Zs2Hr35VBxsg9+TsQhCJRKS9vV0s5+3rItLa2io1NTU5JSrz2cZ8e+1ikHjrLhn850+LFY3KyPGTcipxRK48fFpWx0+I9ba3yaFtu6T/EZHqfafl0t8Ocnimd4OUHBTZtq1EShobdQEhEZH77pPES14qh54o1XWOSgZk27NRKQnI1ErGiYTWbf39WneOjoo8+a0d8tTo/TKWWCLL5IJc+9gx+aNNP5Qdq38tVVdYdoWXSGgFl/qv4/e+own5xfAN8uC5N8lT5zfImCyVZRMi1371MrnhGT3X79pl70NlxaWybdUaKRkeksTjT8qhX1rS//jFUrmuVm4MPCGPD10h/RNrpXJoUF5QPSayaZOcGy2TCSmXsoDIymMn5bEL10+t67Rtm32Oc37WbM+Z/OLAgMhVjw/K1t+GZs/aGqkcPyRlgUlZFT8rhw66b0tERB59VKx/+ReZ/FaXBMZ1dEpJ9DkJPPqoyG23Jb3fZc/2y8X9Y3Jm+QZZM7pall44J5aIBESkpFSkNFAiSyxLytzmvs1kYkImJiwZnyyRSUskMSmSkIA8N3mJlD0usnr5clk3ekZO/rxfDjs/w8aNIufOiTU5KZOBMrGsgCSWrhL5xa/kwmP/W0ovlMqKkkkJDA1NfYYVh8bkkgk9oT1xukqWH/zttrZuneo1tYaH5bnP/ECe2/b69GP/1l3S/4mHpPTxQzJ+rFd6J0/K1YemFM4iAAChfElEQVRPyerBExJoqJfEW3fJoYMiia5TctVv21fPn7pYJg+KbNtWKiVNTTqfron5F98qh54s0+9m1ahs++WvdH6cDRtELrvMPea/fbU8NfqAjCXK3GM+Ja7dYt0Z8z8/f4PsGXLGvCXXfvVy95ivXCvbNm+Vkr6jknjqN3Jo37jG/MZXy41jB5Jjfp2kx3zvcXksQyxmi3nn86dP22sBXrnvjFz+25iPrnmBBCeelKUyLquGzuUU8xPf/Z6U/Pa2uJIzZyTw059mjfnVY2tk2dhQQWLeEpGjE5vFeiKQOebXrxcZGkqO+bKVv435ZglMLJNV1pgEhoclMZGQQ4+XyJJ95+XS38b804NXSpmJ+TVr9GL0iSfEGj4vJ/7pU3L86lfIqksr5ao3b5OSMj1giT9+qwz86x5Z8tQhGe89Lz0Th+W6wydl9dkTEnj1703F/MSPTss1v435I6c3yLh5n7e+VUd4j46KfP3rknhzgxw6vUm/m/KEbPv5Po35lStFbropQ8xvyBzzVZJT/W7+7e215BfD1yfH/BJLrv3a5XLDs24xXybbrrpGSp54TBJ9x+XQo0Ma81v/QG6M/9iO+bJBeYHlEvN9JzyN+St+clKqfxvzh5dfK8sTh2XVxFlZNXw+c8w/+qjIu94lVjwuF85PSIlVJoGAJaWJhATe+16Rj31MEi+9LT3mhzfIsrEKWT1ypoAxf4lYT2Sp50VEzp5NinmrbLlYv/iVXLjr3WJNrpQ11qAELlyQxNlzcqhvmcijZ6X6tzHfc65axMRiaakmVn7yE7FGx6Tvvm/J039wg2s9f/yLP5IVj35Xxk8el96xY3L1keOy+txJCbzi5VMxP/z4Kdn225g/eXaDnDPv09SkF+aWJfK5z0ni1a+VQ4fX2t/Nz36hnysQENm+3T3mv7NEnhp7QMYmk2N++5qnpPqK3GLdtH96jyZcYj4h137zCrnhebeYD8i262+Ukh//SBLDI3Lo4WMa85e/QW480Z0U89sskUCBY37roV655rcx37v8SilJDMpFE6dl1ciotrtigaz1/Pj3fyylQ5pELzl3TgKPPZa5nh/eIEtGKuSikVMFi/mTZRtl7KnSzDE/NiYyOJgS82Ua83e+SyZLVshaSxMJiVNn5NDxi2XiO/1yzW9j/vBotUwcdByP7dtFenvFmkzIyfu+Lk8kXuka871f2Seru78m46dOyJHxI3Ltc8dk9fApCWyvmYr5oWf75YVn9cs4M7xBBs37vPGN2ll3+rTIz34miYOH5JBss7/n//m5PfffLbdkiPkReWrsQRmbLJ2K+bdc8kPZsTqPmHc83tdryS/OXS8PDr9Z4750hSz7jSXXfnWr3PCMjj8IhRyxeN0NUtLTo/v230c05q9qkBuf+3pyzEsgLeZXHT+Ztc2RS5veGfObTzwv1/025o8vuUwuJFZJ5USPrCqbkCd+OiSnLgSzx/wP/8eO+fMjEnj66alkunm/RFe/XHFyTOLDyyUwVCkVw+cLFvOnyzbKyFNlsnp5wD3mjxxJq+eltETKHntcRt/xLhlYskHWTKyQ1aUjYh0+Kocmb5LRX5yRGyZWyKrSETkmm+XpRxzbu/VWbdtYImc+83U5VF7vGvOHv/VrWfv1z8v46ZPSN/K8XNl7QtacOyGBG66fivnYqQnZ8Xy/iCUyuPpiOWNivr5ek2D9/SI//rEkDj0uhxI3ptfzWWP+jF7DTkwT81nqd+f/02K+ZLkse1Yyx/y110vJ/v26mUOPy6Hng9J/+Z9J+blHRYZEBiYumor5kt8mNM8F1siEiIyfsqT3YIkMDHgT8xeXnJGbxjXWTi/dLGcn1sjFEzFZJaPy1E/jcnxZ9pi/8JN9Ujagg3FKlg1LwDEwwS3mrbMVsm64cO35eGmlnO1ZLquXT7rH/DPPpNXzgYAlpc/2yOg73iWng9VS7oz5gyJDTw/ICy8slVUyLicDm+RJZ8y/8pV6LCyRgS98W3553V9J5bpA+vFaZBZVcjYcDkvIzNPoYB7r7Oyc9lb/fLYx3167kD3wgN6x/J1vTsi9T47KkskKeU4ul90/+iP5V9knJaVr5Xt7q+RjndqB847zp+T3fzuv+D3PbpAz92m+9Ybrb5E/Kdsm5b2HZCTaK1+47Vvyufjv611X40vk2tF/lDtXPSSxyZD0/K12gj71lHYcnz0rMhy/IBclVslLg4/JZVssOR0LyI9PXiM/H75R/vSvK+TDH87vc33ib7UTcI2cld9d3i3rA2fktLVOvt9dLt/+9kUSCul52OzDsmUBuWRgt7x0tEv+f/bOOzyuq0zc773TZ1RGXbIky3JJ3O04hZIYSByHZYGFXRL6hoSS0BJID53lt5ACCYHAkoQSMCwtoS/VIZAOKY4t9zju6r1ML/f+/vjmzp1RseW4aua8z6NH0mh0Z+bOO9895zvnfOcZ4yz2bUkxMHIRrpEzMNHRzTQOzaCKfu7d8hFMvZ5kWoMOE9OEn17cyU8zpaSqquScWHuYOHUDc1MbgdgAYW8V2orlpAw9+7exJ9rwxwboN6rYoksi5aZwGRcZ8wH4yO/fxpcjf8dBmn2Pz+KqNfmPY5UZrH3hMc747lU4RwfxJjQM/JjoxDd3E379Vdy79G521q7OvuYVZhV3jnjo74/RrbdQ5x7EoRmYpgxou9JxqgJRSv/t3yYu8ZmKAweIvngfA2EfSYcHlxsizjLSmoexIYimY5guN9ffUsUmLbPp7OkGN/7zPlak3Rimm7Qpswj2jTYyMhakxdyP29TZpc/BHU7xrrNMuro0rhrwc15S6it+6HvnMvgLmcSxZInG6+NnsiA6TPdYDQc++2N+HCiZcO472w2+siVOZaqCQSr40GNX8D3+ictZxsY/NfOts2Rw//UjPVyaWeF9245aNnw78ziLX57n/E9X/551I28SnwyDheHPclng58SjrbR9WpvCef8JcL5yCuehfvRTrA7/UZx/q8FA6LW4Rs+UkmwZ531E+e6WD+DS60mlweyQtuMf3tfFfa7pO794qU5PjwzW/+kPBiV75O99RhXbXcu5IlnCO9Pz0TT41B/fwFXhrVQwyNCmai49jPOOsSE8UQA/Giax3aOEDut8M42uXpyk7c1qjQRBnwvnuefm10s9FF1dxF/oYDjqIaW7cToh6iwl5igjckjn/4dlKTeYzqzz7ZFZDESraTH3o2OyW5tDqRbi7WcmONjr5bJBF69LiPM3/eI17Pur5TysHnkFLw+/gJZKUPrdu0jpPyKpe3j64wv5Vet1APzLtjs4c+QZXCRwEKb/8R3sQyfmXMi+R2q5JeP8BaO9XJlZefz17TU8sc56nApe13AJ8576IdFIiifX3s9/G58Un0iycOx6Lgv8HEdlkH98zjmF875j5vy3XoLztZFrePXIb8T5dzsYiLwW59jZYFyVdd5Ngm9vuRK/Xk8iraN1SFz8x03d3Oo+ds6/I+XmypQ4f+tfX8ubokPMNXdj7HHwpgtMdIeW7/w8g/O/cQdle4dpd7bQOLoFh+kFEzpYROUL3ey95E5uf9m5bN+pT3A+oc+iwe3BqaWOeZxPOPzE9MM5fxdLkx40U8863xOtpzveQIu5nzQ6ezPOX7E6wtaRKt44BO+Oi/O3/fUCNrzOdv6MntWsjm2mN1lJ6N7f8f2fLGfMVzshzl+3LcWSRAXJsIu3PHU9P6QNn7OC3icr+EzG+cVjvXxOxnb4+bZafvF763Hm8Oaaf6Wp7fdEIxH++up13JG4SnxyJFk4/H4uC/yc0hJ4+NbSk+h81ZTOV8c/wPmDFeL8leUMxF+LI/wytNQHbOe1JLdu/STNWn6cb9veyWe/dOycvyhl8smM8/c+cT6rYj6WmxsxIzrvWjNG2FE2ZZzXx4ZxxsBp+nFgEOtOMnqYOB/X62ly67hISpxPgsNIUOmPUXLBBVIaYjp0dBDb1clgxEtad+N0QdLhZdRRcxjn72Rx3IPDNLPO9yeq6ehppsXcT0zzsB9x/vo3J3kqAq8eSfDhqDh/z9Nr+VuO8/NfPI+L4o8xmCgl/eBj/OSvv6XfN3uC8x/abnB2XJz/zyeu5Mvspt5ZSWyDn4+dadLVrdEa6uXWzKra/9taww8fsh7HzWuaLmfp5tuJRmD7f9zHda67iSc0PK40C4cu5jK/QZ1riP/7n8bj7jxM3b75yx/L+cMfymhttbc18HigMvVO1vRp4vy1DQwkF6KHX4meenee85/b+gVOyzhvdEgphPatXXz0voltDsvrbVumbtN3tk90/mVGhNsS4vxP2tZQmezhNYaBGdb4yBuH6XAFD+m8HjNxZ5yP96dJXHwV686+m9EVq7Pnfu5oFV8b9TA0HCOqVxF1aPid8Ylx/k1vOsI4f29enE/rboYdVYdx/g4WRty4TD+G6cAERlNlHOhsoSm1n1HN4IAxG5ee5vb3+XhUh1WRUT4VbsVE46dtr+Onb7fPfevBN/DR6O+IpLywfjO/ePZBOv3zJ5z3d+3QWBMT5z828C4+zAinOfeibfHyoTNTtHc7KQkP8N2IZMr/saWGrz5rOe/l/KbLWLL1DnH+zffYzrtNFg5fxGXeAeawjwf+dxFbt516zi+sezMXb30egAevm8M/++aRHIkQj0suw69FKXWEuWnHnaxy1GMYmb2r0jC4pYt3/0Emcft8drx5qc6fZvZzX1yc/+PuNYQMP/+WHsJE45PvGGKbe84hnTfiJv6M88kRjdglVx/G+QoSjjQljljWeacRp9Ifp2Tt2iOM810MRrykdDcuF6R1J4OOWkKHcf60kBtPjvMR08+ejPMD2n46M87f+4kgv3PDvNggt4+2YKLxx/DruDfH+Vm953NVbB2pJPBsJ396+/3sKlmVvcYuWGBX6Sgmiio5+9BDD02aqAQIBoOsX7/+sInKIznGTLtvIbNrFzxz52N8MfElFhmb0TFp4iBuEviIMJyuwNt3AK1BViWU9Pdi7a055qulrExGDR96SKP2nVfwxhc+Sns7rOi6nxfn1xIsGaOvO8Xjw0vZPnQ1cytLeOxrEvxbWyWwbdkQ5+XGU3ycr7JkdCclL8aJGh52ma18O3Ul2/60CuP/zT6ikjFbt8Ia4898PHorrY6DeFxp4kkHe9PN3Ob4JA89vZZgUCabeb0y6vncnlaeSH6IMi1EqzNMzOWjO1lGCidOUsxzt3OasZNwXJ7IC4GVLEs9TzwO/pEuhjSJ/9Y5GRmBc43HuMFxB4v1HbjNOAnNw7Y/LeTLaUmW3OC4g9PSO3Ck4yTwsENbyB3mdVTrvYwZspyt31lPhABeM4InGWZoKP9xHnoIPn61wTm/uINE7zAhzUcdOjow4KiiPdlMY3Q/r/jHndxfeS5z5up4vdAZWc7mAwtZzib2Gy30mHW4MmUuk4ZJi7af572vwHnR57Mz7w577hcapP+njdmRTXQZ9bhMDZeW2Sg0bVJDH22plXTVLKfZl9lQ+NE2Kod38CJzaUHqaploREwfBhrdZg0LeQHDMOkxKtm/PYKnIoA/OYqB1Pc7GK2mJGifj47qy7gsvo9lbGF+eCdnJZ8iqvnzzv3nza9wjvEEOiZxPHyZG/AQZSwVRG/fz44BWXlTGuvFyAzH7g3XouU4X/2uD/GmFz4kznd/n5qla9Fq/cT2jbBhZB7bh67m9DKNh09R5zfsnc1TiYzzdSEiHge9iZI855vNfSTjaZJovOhfwZL0JuJxKB3rPCLn7/rLdYTOWM2B/32Mzyfu4DRjB27iJDUP29MLGTLLCBEAE/pcDUQ0HyWGE086xNCgSWOTNqXzYb2UJobQgBG9gn3J1mk536E12c6b4vxz/rNxvuPu6TufMkj/rIPZsU3sN2fj0jRcjuk5v4t5zGEfOsYE5xfwIv1mJQeYxcDOPrTKZnyJEdv5WA2aZp8Pd3A+ZyXTlBAjpbkIeytJmQ4aejfxge7LAXCSwkAjhps0ThazjSBD7E214uo+wI6RjPNR2/l9kVq0cvtxXB96G1XpX9PXPkaLvp7XzVmOWeKTzsjw6WwfupplgRh/OkWdf37vLP5pOV8VIuL10tvvz3O+0uxDi8eIoLEjsIrlqedIxk3KQ8fW+XZzVtb5flc90aiPpOnEMDVSQ2OUNZXlOX/r29vw79/B7rFaPPoITpJowJhWxmDESyhZQ2V0O8OPtlG2YOWkzvdSg8txHOK8Pj3nX2AurezFQVqcx4dhivPztL2MGKUcYBYjewbQqpvxxW3nOxL5zr+u+V8h9gzn8zf8RoQ7hy8jPFo2Ls7fwauMv+EmgYHO17mKKD6MlI67r50XxtKUVTgoidjO74/WogXtx/F94HLe+uxDdLfHOa3rN8xb/B+M1TYS6xrLxvkz5w3y21PU+Y1tdTwTzzgfHCXsLaGv30cKR9Z53UxSFesgAvT4WqkzuiAeozzVyVDk2Dm/1VxoO++oJ6b7SKbEeWNoBO8453Pj/ICjhvmZOB/RAryQPo3GscPH+W7qJ8T5Db5zcf7HV44szq/bw+zoJg6aTbiYfpx/gTnMYT9uEhnn/Vnn53CATtPLAWYROjiEVg3e2FDW+fZkvvNrWl+DGX2CN/Eb/EaE24c+wOhoxQTnzzMewUsME40vcz1R/IRTHsyhMbqiI2gVQQJh2/kDsdq8x9Guuogq188Ite+nXN/CO5p+wFBJM30hN48PzWX74NW8oqWDB4+z84fz/rL0HP6bT/OPfa9hxQrb+U2bq3gulnG+dISwt5zefjdpfDhJMs/TQcrQqIm1EwHGvDUkdC9VkYNUpDoZik5scyxfDgf+9zE+bkzdpv+8OdH5f5pn220bvY6APkoy7ZT3eGQEb9PU7fk+Rz2nsR0NiGtethun09R7gJc/eSdv+Nu5eP06ra0Qql7OC30LWWxsYp/hp1+rxDdZnF/7uek7f7pB+pubJsb55HTaNrOZzUH8RNCAMH4SSY1uaphNOybVDBqVRHrH0Bqg1jlA0nRionEwWYfXa5+Tvwy9jJb0RfwnP8KvRfji0IcZGauccN5fYTxOgDAmGp/lC3Qyi0jKjTFqMLq9A62yhUCox3Y+XjfO+ddR6XpQnHdsZfW8J9jZfB6xwQgbBuew3biaV8/axY+/rp+Szj+xtZznBm4EDYyQF60SQjEHhimxJIWfMj1EZfggo0BKd9PpncvsxA7KGcSIxgkbHvz+o3f+IfN823lHLbpmkkzJ+6uPHtr5LkcTi80taEBKc7HdWMis3vbDOt+nVRPyjI/zr8T5ptuOLM7fv4vZ0U20m41HFOd308QsOiljNON8IOt8k9bFABUMGpXEB8NoDVDnGrSdTzXkOR8aXkpD6vV8mG/hJ8KnR25gKFyTvcZy7TEsuzKDKKrk7J49e6bc1KyyspJnM9Pkj9UxZtp9CxXDAPPRx7gzeRUVRi8ppLEQooTFbKeCIXajMZsDdHfLKHINUqvHQGdbTxX6gL2/wWd+uoRYfDUXGb9jkbGZs7Y/RVzzkDIdvMACvso1/HXrWgxDygKFw5mVgJF/cBcfo5wReo1aOmNevMQ4jR18ls/x8efvoq5u9oT691ORTMKygb/xNfN6ShmlJ11HLC3HbGUPt6Wv56PczRODryIclnI28Tgkkx4MNMZMH55dGzjdjFBJJVtYSgI3LyaaeA1/yj7Ob8JrOR0ZpWygE9OUGTh9fTIaeZ75GF/lKsrTw/RptSR0L24jxiJzE/eRSZakU/RSSwx5fsvNTXydqxgwKmQpBUH2DFbQQT2t7KWMEUxTZo729trn/pG723hPZAc91DLH3IuJJkvujBqSpkYvNSw0t9M40MbG0ZWZDV11vmJex91cRQv76Y3XEI7L82imjyHK+czgtWx4nZ7daPNwpFI6q8LX8XXzKprHHbOFPkYo5yvmtWzYqON2ywyc8+IDuInTTQ3llFPOKHE8xPCACTG8pNHQMDDRKY91s697HuXIkpcEbkKUEMqUadM0OHBQYy57CBAmYboYTvgZpSzv3HuIZ52P4GcZWyhjhH200EQ7sahBT1ynxpQlkZjQQy3DPfZmv5/7yUKiidfwSuPv+BNDrN30ZZ52nYsz7iBuLmSAevbuCGCYp6bziYQHExgzfXj3PMdCLUp11nkXLyaaWIFda+v3kfNpZSsOUkfs/Je5iu/+8/28z/gOZQzb3psxlrOJUkY5wGyGCdI21MxBmqimFwdp/ITp7CyZ0vlm42CO87UkjWk6H6shzMl1vp8qaugngYsIftm0GC9GjvMV8S72djcTZDj7uP1Ukcg4r2OwMvwH0jiJ48Y0ddzREXpops/wcQ7PAPAcq7Kfmyh+9jObCgZpop1hgriiI/TEy6ke53xPjvN33htgX+rdfMy4hSbjIJ9+8T2MaWUkTSe7mM9X+Ti/3bX2JDu/9xDOu7LO+w88y0ItTjUVbGEpSVy8mGjmIrZjFTx6IrySKu0ANfRST9cxdf7lPEkHjYxQzqbhOZxLE/PZCUA5w3R0luU5/5efDvDGaJyI6aUu3ZV1vtesIZmENF6q6ccxPMDGjZySzoeooZ9qaunFQCdEwHbetJ0vS/byXDeUYtcZ76M6W45T06D/hQHO4PlsnI8k3PRp+XHeSQoTiOEmhZMVbMZLlE4aGKGCYKyLrp4masyerPPd1OU5f/t3q+hMvo23GuswjRRv2vz/+K37EvSEm7gxX+L83tZT1vl43AmYjJk+Au2bWaRvpWac86t4Tl48Gv+MLmeZptHKHurpRjPTdHU5jonzZ/NPuqlnhHLaxubQTDMreBYt4/y2zuYp43x1WkpymGj0mdUk0xPjvMMBicSp5XyEGnqopYkOTDTGKMk6b5rYbZtkL93dUGbazvePc35kWzuv5Ims87Gkk77UROetQTgTjWVsxUmSXmoYoYKa2AG29gR5ldk3pfNf/6aDZ9Lv51bjKpqMgyzb9zGGtMq8OP+TA2tIc3ydP5z383mRr/Exrkp8nac3vRqv13LeAeiMmT5KujaxSH8h4/wSkrjZFZ/NAnbhIQZoPBdbSkCLUMVBPMQpZ5iurgr6+uy9Qz1PP8aX01dRziHa9KQmOL+K5+ijmhHK2RaZQ5o4r0FDA8oYZnMnUzofTA+Oc16nhxrqh7azQGtjY3QlIyNgmjq3psT5OeynN11DOHTinHe5xPnVCXE+Si291NLCfkw0RikDbOflNUEd3XR3Q5qRTJtHnO/stPdPOo9/spb1BAiTNJ3EUzp96YnOp9GJ4UbH4HR2sogd9FPJCBXUxffzYk8Li3KcH9+2+fo3HfwjfQWfNj5F2jD59523cs++qxlKlhBPtzJAPT/ompPnvK7DmaeA84kExOM6OvVgQmW8j6bu51li9jFEBW0sk75S0kkV/ZjobDUW0RutYzY7MIHadCf7aM07Jy/V+RVsZJAKRihne3QuHuLZ97eM4ez7O5nzpekhTExMNPrNKhKm85Rz/rnn7ThvO++lh1pKkFq7ec4b5gTnUznOD1A5zvkneTO/wU+YFE6SKY1Bs5Qlxibu1K/ix4/ejWGsLroSB0Xzcoet3fSmIBgMHvY+R3KMmXbfyejq6qKpqemwX3feeechH+dk07bR4IKNd1ChD9NHDQYOQCNEKXtpAUyaOUgV/XjNCOk01GaSs/1UkzJ0Egl7c+JQCJ5JLGc+uyghhI8IHWYDw5SzmG18hRt4WfLx7Ca0sRhEIwYf56uUM8I+5hDFj4M0Sdx0MosgQ1xr3oEnPIgrPIwzMoojMoYeCaFFwhCJYEaiGJEY6UicVCRBMpzg4+adlDLKPlqJEMDAQYQA+2iljFGu4U400yAetzcPNtBZzaP8lHfwHeO93GNeyU94Fz/nbZzLYyRws5jt2fP3FC9nFCky3kAXYNf510yDa7iDcobZxxxCZoBUWmbGHciMrs2ikwM0E8OHiZ55fi2UM8wytgAmPdRjojFEJSAXQT/yXuSee09oAKcRx0FSlu+hMUI5UVN28o3hxU2cam2AVCqzlMWAx1nNVdzNRlZQzijNtFPOKJu0lXxcv5vHtdXZ92s6mCY8rq3mY/rdtGn5x3yelVzF3TzOalIpadwkEjBAFXHceIlxgBb20cKLzIPMzBEvUeJ4SeIGTOrpxjQhyBAAQ0gi29qcVDMNrjLukuXteDBwUGX202B24iLOHPYxh32ZDow4H6aEfbSgYdJMO27i1NGDYdjOp3AySCWGke/8N+MfoIQxlrKFa9O3883Y+7jHvJLv8AFexj9IprTDOO/DRYo0Trqpp4JBbjBvpzzUQWm4m0C4l0C4F3+4D1+4H294AE94EHd4CFd4GFdkBFd4mOvMr1DOCAeYPc6pqZ030bLOf9t8H/cYuc4/PsH5jaygk4Yc581DOp9OQ8z00E4jQQb5hPHfBBmknSZi+HI+ly34iNLMQfqoIYWLISqyjxtkOLsEa7zzYOIliolGmICM1s8g5zuZxS7ms5PTMTJNDy9RYnnO9+Q5H8VHHE/W+eW0cTo7aKeJdGZsucIYYLGxhRW04SWOh3gmrggJ3JjoDBPET4QSQjRzEMOAGvqy9+ujZoLzB6NVtLKXEkI4SdJnVjJCmR3nU08c0vkIAUAjho+DNFPGCB8z7yIZTpCIpIhFDKIRU76iTPoVixh8zLxrijg/5xDO23H+XvP93GNcMc55F6dnEqQAm1lKhzkLgFLG8BN+Sc4fpCmTdLed9xOhmYMkcDNEMBvnAcoZmeD8wXAVMcNNCaOUEMJEI4aHkUwnwEuMBC4GtapT2vku6tnLHHYxP+P4ZM73YppQkXEeZLAyN85fbdyFkxRh/Bg4KGWUerMLJwnmsJ857M8kZ3VAI5o57w7SNNMOmMzmQF6cB+ildoLzP4i9DQcplrKFdxnruCf2Hu4z3sd3+AAv5x8kU/ph2zYyc1Knh1oqGOAm81ZqQnupCh+gMnyQinA7wXAH5eFOysJdlIa7KQn3ZON/INzL9ebtlDNMO80k8ADaYZ0nJ87fwxWTOr8oJ863sYx2U5aBOkhTS+8hnU+m9UzbpplyhjLOD3GA2TJLOcf5AGGaOQiYdDKLgRzngwxNGecTuChnBBONFI7s/42P8/H4qen8ANW8wAJ2cDpxvFnno5PE+Vznh6jIc/5jxlfxEmOYcgwc+Igw29yPnxCt7KOVffiJoGcS7VH87KMFF8kJztdhb/A7WZyPRgyaOJhJNpiMmoG8OH9O+snDxnkNSOChg0bKGeYa806c4ZGp2++RJIlIingknb0GHC7WlzPKNXyVZMKY1Plv8UHuMT7AT3hn1vkkTk5nR/b1S5y3SxnNojPrPACGwdXpOyhjmL3MIWz6D9mmz3W+hLGs8x3MYnCabZs4biqQpeAGOgNUARDHg4s4VQygZVampVIn1/lYTBJttvNRhgjyIvPZxXzCmXaZlygRfCQycb8h43y5OZx93GGC2XOiY3Atd+InwgAVpHHiIT6hPe8iiYsUoBHHxz7m4CJxSOcni/MPR17BAJUsZQuvNh/mvth/8t30Zdk4n0g78pyPhCc67ySdbc8HM+35slBnNpYHwr3ZtrzVnneFh7PteUdkDGd4hGvNr1DGCAdoGefUVM5LP/YVPM53uIIfm2/nPq7kf3l31vvT2ZG5HsKWnLaNvBddlupyTiZxPp2GqOnlII1Z5w/SPKFtU5rnfAMDOc5P1raxnI/hoZLBzMCzRj/VmKeg8+n05M6HKOUFTmMXC3LaZeOd7844P5h93KFJnC9hjB5qSePEQRrSBt3eFiodI5y/8U7aNhrTf2EFQlHNnFUcGYZh0NHRcdj7jR7NbrwngPgzbbTGdjDgqsWdlMYXkAkgktyrYoASQsxmH3uxZyv2UZM9jq5nEmOmwbv5EcnMDBXQqKWPLho4gJ9mDnINd/KkcS66UyedlqTCInbQS21mRHA3Tuzi3TppLuBh/i95EVFjerst+tJjnMY2kjgpR96DFE76qaaXWnqpYTE7OEPbSNrUqWKAfqooY4SvZ0Y/+6gmih8vUVawibv5GNfwFU7LdNo7aGSYCrpooJQx6ujBkUmwAazQ2lhkyuvSgbm8mB1Nc5DCixS3O4ONpJFlDR000k81Q1RQSy8lhOlBiv6PUA6QmV0ykklu2Od+gCoSuKmlN5PSlAYOaGiYmU67m0GtynqbsxfFJ1jNk+a5rNTbqGKAQa2KnR6pfetNyaaSZWXTOvWMjsLGjbDRtZp3J8/l9HgbleYA/WYVG83lmOjZx7XYrC1nu7mIlWziAM05STm5PNfSzx5asxe2errRMLIuDmVep4U4tZ1u6tExCBDBQZoAYRyk0JELWgkh0kgNuHjG+SGC1NGbdb6bhmynXZwf9+SBeeymgS5KCJHATRqdUUpZxma+ynV8lG/whLkah4MJzntIsIBdE5x/NY/wYOpNRM0jd34ZY9mzN0AVPdS9ZOev4i6WshmAMUrYTwudzKI5M7ukkkEGMx2GXOc1NOaym1LsnWqdJAhkGillmdt7qKWLWeiYpHDiJ5KJHZa/tvMdNMn5Ged8XY7zQwQxxzlvdWhgovMrtDaqtZPvfIiSzF9s53exIHt/q9FckR2QCOYdr4oB3CTow8cI5dn7OWXMPXNc+d06v3Fk4CZECbX04SLJbPaxlaVZ58cozSYSsufQNLiKuyU5nHmHGuhhD3OnFed1TOazCz/27uw6adaynr8nXzlpnDfRMDUt22A30fCnxlhIGylcLMs4msbBAFUvOc5/nY9xFV9jCVsB6ejsYCFdNLCSjdn3YjdSDzzXedBoYX9eYmUy5weo4iDNgEYaB34i2WvucKYxr0HeLGnL+TaWs52FnMuTaBiZ/wlm0jAGtfTxPCtoY3n+e6ades4PZx22nd/B6bhIAhLnyTkPCdxEsXc0tp2qIY2DSgbRMCkhlInzUhi1nJFsnE/ggkxcbM4knVrYy1O8ckKnfTxn8hxNtGfjPJjZOH/nYeK8A4MF7Mpe90GcX81j/Dh1yUuK85ajIJ/TLhpeovNXcxV35w3cbGYZC9iV/b2BLrozg3LjnZ9FZ15iO995aX8NEWQ/cwCNJK5s8jCKn+FM28Z6r7LnZ1ycr6FPOqjACEFxbIo4D6em81aCKtf5bSzOxsLxcV7OnZ3UyHW+jFD2M+ImgYNUJiaAj2iO85LA76WGuZkBtdmZ8lHjByTyzp8pCYIEbmJ4AY16etnJaRzILFm/hq/ypHHepHEeYC57sg6AOL+Gv/LH5Jppt+dBvF/ANlKZNr2BzgjldNFAAnfG++1cwgMMmNXTdn5pzmdoC0uzflnvxTaWyPPWYVnafm119NFAZ/a+k7XpxyjJXCc0ErgpIUSAML3UTtv5Kgay8XCUUlI40ZF9ABK46Ter0B12DWiAJzRxfhlt1Oon2/kmQplEOpkUcy39bGJ59nVbzude73LbN7nxpoQwAToAc0J7vozRHOfletpLLfMzfa/pOA9wHo+zhK3ZOO8gzRglmTh/LR/lm1PGeZDVBuXjnH81j/CL1L9NO85Dfqwvy7RvwgTopIEwJROcH6CKzdpyXsHj3M3HCDJMD3XE8OAjxgra+DpX83dek3kEk80sy/Ovkfy8Ru5rq8qssNIyrb5c51dmnI/i4wUWYKITx005I5QQppuGTAtUOJTzQYbwEc28Xj9xPDPO+WgmUZ3r/POsxEWCEsKTOj+cE+dznXeTIMgoYFLBEMOeMoZTNcyNb6f/mTZYtXJ6L6xAKJrkbDAYPOTfDzfL9EiPMdPuOxm6rtMwjc1iyqYbDU4S0qGPM4gXJyFSuHCRJIUDHZMQJdTQj5sErewnbHUcNeijDl2TTbmbmqCkBKrb21jWv4Me1xwa4vvAMKmllxheErqXMVcNS+LbecPsNra6VtLXB7NTA3gicZK4solZh8Q0KbuAjkM3WbEkhVZxyJeTxRxKkdxskjB0NCT4O/UUjUY3NUY/PdQQZIR7PVdRmhiQGjqmm1JG0TB5kXkEGcGBQYgSDjKbZg7yab6UaQzATn0Rmgld5ixO4wV0zaRB66WTWfj9sNA/gKc3Thwvdc5+SlOh7PPTMfN+TkOmod5LP9WAho6JmwSDWjUaGmNmKXqmClmlPkJP5nEaG+U96O9dzr7+03lVfD0pHKRxkMCNV0ugmylq6WWTfgZDzcspH5H30DDkAheNgmHoDM5eSdkcCHeDowtcLrjgAtm090hq4v3Hf0jNHNAJz15JaT0M7QPtADh0qY/kyGyeZhhQXq7zja7ruDN1FXPNvXTnNCiqGWCYIN/jvfwnP0QDGrUuys1RHBhomIQpwekwMUyN2bNhpTGA50CCUd3BiFmB34xkGhRa3rnXMs2FGF5GKUPDIEwJOj24STBP28dmcyVlyA6gfdTicEhDYvZsqK6Gvh6DT/XfgZ5yEEv50UyTKgaJ4mdAq6HO0c916Tvpm38uKUM/oc5rukmd0U+VIR30csamdH43rVQwgpcEwwQ5SDPNtPMpbsFLNMd5ja7MSLumQbPWyTBVE5yvcQ5SlrITs5oOmqFlzruNDN7Myix50tExSeBG0zRCZknW+Sp9GB2yzgcC0NeznL39i3hV/C+ZT6VOHB9eLY5uprPODx/C+aGWlZSfos5/kw/zUb6Zcb4Tp5mijDE0TMYoxaVL7Jg9G8r0KpJ7PJQ7wowaQXFeM7OWm6Y0dpO4SeIkgYchgpnOvImBRgonrdp+NNOkBtkZt5+aCc5bcb7PPZu6+EFc6ThljFFPN2N6OWOOapYkJ4/zMbzM5gB+IkfovLUgLNf5KMnNBikDHBjoOrh1Ixvnu6k7ZJx/gQUEGcFNilHKss7fyJcpYQwHJnu0+STx0J2ZUaVp0KR1sZf5E5yvdI1RmbSTKlM5X8UAHTRm6wzrmMTwoWkQznG+chLne3t11sWu5zUDb8JnxkjiJIaXCoapYoABqvim6zqaG3WGh2ee81/lGm7iNjRgFl1oGlSZg+gYjFGKM8d5ifNxRp0VhNJlBM3hTEd9YpwHSONkiEq0zHXdusbO1fajIbEIE0KUknT40CeJ8560SShVjstIUEqIKKMS5/U+rjPsON/bC7PT4nwcD63sxUvsOMV5CBpjlBljjFKCl/gh2zblmTg/kuP8ddwhn0kMerU6+qmdEOc3sWqC8+WuKHVJO9kxlfMVDNNFgiQuHKTRMYngR9MgZJZlna/QhrPtyrw4P7CIc+MPY5oS0yL48WpxNNOY8XH+dm7kM/w3LpI00pnnfBQvpu5EH+c8rkoiqQBR04ebJKamifumBpiY6KQyQ3P9VE9wvpX9aJrtvIHOsF6VfZzcOD/kbkJL9OBPjeIhTjPtDOg1jOpVLElNHedn0UUZo0ftfK73yYz3Lt2gRh+i0himz6gihodm2rlDu54Uzjznd3Ia5YziYYQxSrLOX8udpHDKJlt42ctc6jMDNJoGTXRmXWxogGXRATztcVwenVnJLsiZtDZZvCklhJ8IEfzoGJm9DbyYmiMvzlcdwvlXxP+OZqaxZsd7tTgOUtRrfTxrriK5cDnzTbJlL0IhOc9oOtudK3Eth3Do5Dk/z9zHEEGGKcdLlJpsnL+Wj/E1quhnltYl5yHjvAaEtdLsOVkUGMDTI3tyRDWThOnGQwJzivNu4KCfqsw1I9f5fWga1NObbUoM6LVZ52tqoLdb4nxZOsZAuo6S9ChuklQzQL9WQ53Wx3Xm5O15cb6T8mPsfG6sL9fDlBovMmKUEsaf77zmYa/7dALxASrMYUYozw7SxPCxn9m0cIA38+vMKkGdnY4lNKf3IVEDZmldODLJ0qYmWGaI8w6Pi+bkbjQjv+86/tz7iFLKGKOUo2GiY6JjMEyQAJEc54emdP7l8UfRc5z3aTF00jPe+bu4hkv5AWXsop4eHKSpZMh2nhJ0faLzeubNMXCQ1N0kEmDqXkrpp4qB6QtVIBRNcvZwDA4OMnfu3BN2jJlw34aGBtrb26d1rFOZuWdX0en1oEdj9Gp19Jq12ZFjq5adkZnpMNd9kLivDkYkcPdqtVRWSiOuKxMEX3faACWjcXYnanFSQ53eg2aatJj76THq6Es1UO4YwDE8QL8Gs2ZBbaCK1PNuWo29eIjLcgXdTUzzZXdPd7kdeM46C2prM1EYeRLWz4Yhv2e+tN5eUjv2E4+7SesunA4TnxEBDZxaihZzHz7iuGIJOjzziHo8lEc6qUn1YqCxghAy3qmzn9kMUUEfNSzWdtBl1jFKGW3GUvwBGKUBwvLQs7ROYpWzqK6GAwerSODBT4TqdE+2ExWiBD2VyNS5grBWgstMomFkR8gDmeWqSVy0m7PwByAe82GmJUoHGZ5w7s89V2f/7rWktzyMmyQj+DIlEGKUMsqgVsnX9GsZGNKZNQvq6+XitmePdGLcbmmcpNNQWgr9/dKxWbx4+hc1kPsuWZLZRMUnx0qn5bl2dsqSjURCNiuxnkNnpywjucZxNzen/5tWczdO0iRx8Txn8HXHtRx0zOayxA9I46De7KLRP4QZkRmSwwTRNA2/DwYHYY9WRdrhwWmkiJh+9urz0QM+EikHzniIRYbMENrJQsIEsg0Lq5qNmZnp0MxB5vh7IQpknNd12QBgcFAaBe9e2saSoR10JusJaCFmaZ1opsls8yD9ZhW9Zg1L9e009LXxvLkyz/m545yPaAHbeY8LzytfKScpx+2pvrTublI7DxKNWc6DzwyjaQa6ZjLL7MBHDHcszkHPPKKeaoKRLmpSvZhomSXS4ryLBL3U0UcNy7St9Jg1jFLGJst5bRaE5KEbtC46KpflOe8jSk26O+v8GKWk0ho+wviIEsEPyCxODROnlsZtJtBJY6DJcm8/JOIBzNShnX9x3xs4b9NDuEkSohSdNGWMUsrYjHH+JuOLzDVexEmKJO6s85ucq7g6/g0MdGaZnTQFhjDDtvPoGn6vuPioczl7PAtZEn+eXmro0Gej+b0kDCfxqMGZPANo2RmVerZnqVFKiAh+xiihyWynOTCIM5KSOM9E560435OoxTAbmKPvQzNNGsxu3EaCTq2ZcsfgJHHeQ4PRRZBhNA1MTSeq+0kDDiOJ262hLV4sJy7X7/FxPvOz1t9PevtekgkXhubEqZu4iGfj/BxzDz7iOGMpOj2tRLxeSiJ91CT7MNBYmdmoJI1OL7V00UAfNazUN9NnVDJKGZvNJfgDMOaYBaMZ5+mksoo8573EqEnZzocpIZHW85w30bIx3qMl0cx01vmDNOH3aySTAcyEvMdl5kj2cWznoSoymwMPt9CcltIsNfST1Nxs0ZZxu/5JntBW4x3kFHf+S8w1dk1w/jnny0jEv4qbJLPopMRvUB6WWTbDBEHTJ4nzCRKmi336XHSvm6TpwhkPsdCQWXEvcDohSrIzja20YTbOmwcoCRjURKSUx2TOW3G+K1mLkxSt+l4006Te7MFvRuijLi/ONzbazrcYByghJElDzcmYs5xUZidpp8eN59WvluzP+Lg+mfNdXSR3thOx4rwTvGYUh5YEDSrNAXzE8MWitLvnMuqtIphp25hoBHLaNkNUcIBm+qjhDL2NASMocd5chj8AYeesbHtvFh2TOl+dsts2EXwk0068RPARJYqPNA7cmS1kPVoCTLLOd9CI3w/plA8zLs4HGZk0zj/dfQXn/fOvuEgQx0MKB6Xm2IyK8zcatzLP2DnB+Q3uVzAQraKOHmbRScBvUhEeBmTFlDmZ8+kEhqnTpTehed0kcOOMjbHY3AqY7OK0TDLWml6m4cAgjZ5p2xwgEIDasCTWB6hGc+j4J43zXqJmA6fpo+imSZU5iNtIcFCbQ7ljaNI4X2P0ySquzMct7CjLtm3cbgfaypXypkzi+KTtm74+0jv2kYi7MTQnXj2Bw0yja1LmypeZeRxzlhLyV1Ma6c2J8xvRIbOiqYy9zKGPGlboWxg2pLWwlUV4Ag4irlkwbLdtcl3cj5z7mkQnmKbU83Z6iRsuHDlt+kRmpp/lfMz0ZjYj1GTyhg8MI4AZy8T5KZx/ovcqzn3qYVyZQY0ErqzzQ3ol3w9eS0+fTjIp4aO+HjZvhoEBSS77/eKppp08528wb2Nxuo0yRonhYQNn8HX9WraWv5KBoR9RyQBBc4igP05NchgzqZHESZhA9pzsz8QbD3EwoV1vQXdLMnJ8e16cl3NvouEmmTl3bmZzgIDfpDYizqdxMqxXZttQ4+N8CicLM85XmkN4zDi9Wv0U7XkPtUZv1nkNGHVW5LfnX/EKOUmQ364Z/3Nem/4A0ZiHtO7Cp8dxmwk0TWbWN2ZmECecfkZ9dXhiw5wdeyx7risYwkAnio9dmdmsA1SxmG0MUslGVhIy/YwEZkEEMGGW2Zm99g0Pw/5MvKlJdqIZMgCecniIme68fmws098U55NgSqLWQKOHOvw+QA9k26/l5vAkbRudR/uv4RVP/h03CVI4iOGlxByjlNCMcf5683aWpDdNcH5b8DyGBv8PkxcBkxZfL/XpwWx7b4DqSZ3XTJOD+mzSLj9xh49EHFxaDM3rZu7ZVYd9PYVGUSVng8Egg4ODk/5teHiYs84665geY6bdt1DRVy4nEaigJtRBSJuLiTRgrBkPVqc9RAkL9N2MumZn/7fXrMHrzW/s1i6qwr0piTcVps9ZT7k5hs+QGaO19FGSDoHLSVeiCnfAYJWjjdJYHzgcVBqDmY2fnOzV55PW3fhLTRpT++mf9zIC9913RENffWf9B6V7NtHrbCES0XAacerSXQT1QXxpqVPpIEVTej+OSAqnEUfDxIGBhzgxfOgY1NDPIDIyHyCMlzijaGxmKaWlMBYqQUMKl9cZXXRmzskL3uW8GJ7POfwTp5kEXSPkKKfD3UosYnBGWpIlu/SFzDH3EDBkRpyLJJUMEsVHiBK6qKe0FLSkjpaWGQ6lxsiEc79kCSzo7+VFbQHN5gHSOKmll4Tmoc11Jl9JX8sT2mrK3fbFprRUOi6mCXPmyHKO/n657bzz5KK2YMFhzvUkLFgAH/uY7DS6Y4d9zDlzYO9e+Xn8c4hG5eJ2me9nnB17jISh008tm7QVpAw3s0uHMRI6YNKodzHLP4wWMTHQ6aeKdFpmb6dS8FxkOcOeWuoiezlIM24tDWkT3akRSQSw6i2FtZLsxgTWyHEZY0TwEcbPXG0vLb5eTMnr06/VkkpBVRXZunJLGwYoSw9zMFVJ3FlDBSP4UzLTtpIhfOkILgcEYgN5zms6VOQ4v0+fTyrP+bMJfOMbR+b8JnG+I+O8bqSoMXqoojfjvCx9np3ehx4xcBiJzLxKA3eO89UM0EN9jvOy9+hWllJaahIK+7PONxgdWRct58/madxmAnSNiF5Kp2cesahJU2ofmstFOCmbXVlLNz1aArcZzyRYS3iWsyktBTOto6Us54cnd36kL+t8aoY6v8P7M86OPUrS0OnLcb6pJMJQvIJyhpmlyYAEYTLOV+c5H43qPFv1WmZ37qKOHkYIkkw5COhx6rU+esw6NJBNE6jOm701RCU9ONGAudo+Wvx9mOGM8/pE53Pj/KgzyKhWQXlSNuqpYBhfOoLp9EyI8yFnOQsTbbLRHxoH9RbCjnL8ZeJ837xX0PKjHx2R872ZON+dF+c7CepD2TjvJEGd0YUWhUB6CA0DB2amxqk4X8UAXTSI82aIMa2EUVNjK0soKzWIRTxZ5+vNrgnOr+JZfGYMdI2E5qXDO5/oOOcTuLK1fF1aEoeZzDr/PCsoLQV9xIGGvMdl5uRx/qyN6xk2g4RYzNPa2ezTWunzzma9700Mj+pgTu7bKeW876ecHZ3o/KzSGH3xWhppp17robFkBC0scV7qfZsT4nxtZB/tNEmcN0Bz6YQTJdk4H9JKM3Fez8b5KgYYIpiN87NLBnGEU2hAr1Z3yDgfdQYY1SsoT4jzJYTwpmPoDn1CnE87XNQa+2RDEHQO6K3E9AD+CnF+YN5ZlHz1q0fkfP+zvXlx3jRNKrUB6rQufCmJ82l0GtMH0MKgm8lsnM9t2wQZpoNZWedDmh9MjS0spbwkRSTuteO82TnB+TPYgN+MgK6R0ly0e04jGoOm1D5wuQglJU1rLeF0ZcqrWM63sZzSUg0t7ELL1PwPmpPH+fmOKC9q82k2DwDSnpxxcd63fFLnG0qT9EZrqaMbrxanpWSAkvBYNs6bh3FeTxs43BDVApm1QBphLQCmmd1sxkTqiPdTTRg/s+ikPjBGWWgk07apOWScj7jKGNAbqIm3YwIBwixI7yDl9E6I8yPOShYnNmZLRXVrjQw5arJtm755L6fle987soxJTqzvcLYQixhUpnqpSvUQIIaOQQoHVUYfwcgwvvRoNs77cuJ8GaO4SBLDQ4k5RlT3gFHGVpYS9CeJpVyTxvn+fnhhtImQu4LG6H4p6aM5aPcuIGk6Mm36UcgMOkitTXHeTRw3CUKUsJXFlJaBHnOhxcT58imcbylxsPsf82g2D2T7IpbzX9OvJXT6aqJt+QmksjKIRDJ1K3Vobz/JznuWc37qL3hSYbakF7GBMzFMJ03+NKHRMkhLb3NuoIea4X40ZKAAU5sQb5aymQ4aM3HeRPdMbM/LDMN853uoJYwfPxHmBHqpCUsZrD6thlRao6pk8jifdnnod8yiNn4QE0k2Nhn7J43zIWc5pyfaMqWiNDr1JoYd1fnt+W9+84id72uzne+IQFlqiNp0J2WE0DLOVxu9VEYG0c0UOkl00niIZ+o9i/9+IoS0UnQzjZ6ZCLSNJXhdKTSHRjwzG7lR68yLAy+MNjHmruT06EYpFaHptHvnSamTiEFpxvmDNNPKXoDM2qwUHuKEKGE7iygrA3dSIx12AmlZvTGJ87O6S9n7ZCvNHMRBkioGZqDzK8T5ZIgthu18ox/GRnKc93dTHR5AAyL4ieEhOIXzaDq6IXFe00yqU90kAk3oK5cf8nUUIkWVnH3rW9/Ks88+O+Xf165de0yPMdPuW7DoOmNnX8CcP9/HacZuutLVhAngIU4tfYxRRohSSvUIzcm97IotxumUABj11BKLSaPXCoIl85aTfqiO02O72ONZzL74HKq1HqrNfhxamlqzj5hWxjUXbmL2s5+n9oUd+I0xKtL9OLU0Li3CYOV85jU4cBth/OE+tPJyKu+69oiHvlq+dh1cdRUVI/uJ1Ndkdpiswd8bxuwPk3J4cWo6RlqWx5imNaNGErRywZe6RmV6GN1IoptpkpobXYMad4iDpsGBdBNuLYmpO5nv6eSpzDk5t6Wd8lCEssQYmgZxw023WYs7EabZ00cyLrMHF7j3k4qbmSUgBq3sI42TXiop1SMEg/K6e80aXFoKE41G/zDPjjv3i5rGOH3oHyRm+XmhaxG3G9cT0KOEXEH0xYsoaZzDa5GlGLkXmwsvlP+fNw9WrZIRyKoqWL78yE55LpddJt8NA9ra7GNu2AC7d0+84J13njQElhz8EzvaS9jgehWjlJOOJfEkk5R5UqQ1F4bTTYu5D5fbTXl6EIdmYJg6Ia2M0kwFETkfOt2/X82CrVuZl95Dj1FHNO7A5wzT7OginXagaXCavpuudA1h/FnnQ5QwTJDZji48Gjye7sbpkIbekKuOMk/u40CNpwqnW+P01G46PHPZF2+lUuul1uzBoRtUGYNg6nxq8S/ROu+m9oUdlBgjlKcHM85HGayaz9z64+V8EH/fKGZ/iJRuOZ+e4LyOQRonOmncJKjUh0kbWtZ5nxbD7zbRjBT707Ozzs91d2XjwLkt7ZSFopQnxtA0k4ThplvPOO/uQ/frDHlaCca6ZWO/dBoDnYAxSj09pHEwSBUlZfK6+8zarPOzvMMT4s3COTGW/O5Rkk2l7OmYz23GjXj1OCFXRUE4b6BjulzMNjoZdiaoTXXi1AwMUyOklVFWmu/irMcDDCUXMDbYR63RjTM+Ssrpo6v0NBJx6babmsas2B4cZpIEHjZry/m+fjnvN77NQv0FyglTlzxoO++spcyb/zjj43xHopGw5qbe7MKhpak2B4nppVyzdjOzn5E47zZiVKZ7cWtJXFqaUEkDjS0lx8n5Wvy9EXHe4cOp6ejp0KRx3sjUrXSSolIfImU40EyDpO6iVAvjcLvQUkn25Tjf6hrvfIxgcgwHaRKGmx69FlciTNM450sjwznOj1HFQNb5QEBq5XXnOF/vmej8gvkmK/76V2gyCXVE+InxLvq0Wtymxrkt7aRmyQDqjHDeOdF5U3PicDmYbXQy4qikJbUbp25gGBpjWhmlJWaOi5k4v20bnlQmzif8+MxJ4rxRQ9i043yYEvZqdczRDzBGKfPjW2znHbWU+fKdHx/nOxKNjGo+2ZRGT+M3RsHU+dKce4kN3UX1C7vwG2ME0wO4tBQuLcJwRSuzZ3mPk/M+/INujB6dpMMrlSklV402Ls4nceMkiY5BrTZA2PShm2lSuptSLYzp8qElExxMNuLU0mi6TotznPPhOMHEKE5SJAw3XVojrmRkgvMl0UEcqYzz5hilhLPOe7zyurvStvN1rqGJzi+AM5/4C67mIJ3tJl83PkpU8xNyz8A4P5nzeHC7YXa6kxG9gvnJ7VnnQ5RRGjAmcX57jvM+fEzmfC1h05fvvN7KYm0HY5SyPPZ01vkBR90E5/PivHsxfalqwpqTJrM9WzsxQYrPv+wPlO+UOO8yY1Sm+2XAVUsRDtRQM6eSxqNxfkrva/GMguOAfPbSDh8OM4WeTk2I86nMhjoaJjXaACEzgGaaJDUPpXqYdMb5wVQFMc1HqR5htsN2/rzZB3hP/1eoGRnBkQC/GaNHayAWR859Tpu+XuvPOu83Q1QyaDvvlpZ+X7IShyZluWqck8T5BXBG23pKm4N0dsD30pfSp9UScleiL17E2a+bQ08PnH/+ROde+1pYtEiWXp977sl3/jnXRQykytGjIWoSwxhuL9F4gD5qKdXDmJqDunQnfmMMXUsR0/xUBJLEYk6JN6t1Dm5+Da/Y90/mGXvpMWqJGj582vSc3+pYylk8l4nzmwk6ZPLEkF5DmT/f+fFxvj9ZTRgnjXTg0eIyGGXq3Dr7G0RHvkrVCy/iNqJUpvvwaEncWppwSR21LRU0HRfny/GGUzj2DmFmnMcEzZRZq7pTg5SGgzSGpqOb4lgVg0QooYoBmVGsp1ji3cMZNT3sHy5jUKuikU5m6V2UBwxAzzpfPTqGM2HiNGP0abVEE44Jzs/Se3EkxXmfGWZuZj+PQapwOmUzu3DKQ0zzEWSYGsfkcX7pC+spaw7S2Qk/S13MPm2OtOeXLJ5hzq+d4HwsVkKvVp9xXqfW6KY0NYxLSzFAgMpAkljMNdF503Leiy8RolnvxuOKsf/s81/6C5zBaKZ5JPu7Tc3evXu55JJLeP755wkGg5x11llcdNFFvOUtb2HOnDnH4iGOmoceeoi1a9cyNDSUV491qtuP9hgz7b4WTU1NdHR00NjYWBBlDbJ86lOY37qH+FgCQ9NJ6R6injJGL34/85/4AXR3EzL89Lz2Uur2/YNAAHZccx9dJQsmBsHHHoN3vQuzt5eI6Sfh9OFNhfCmQmguFzQ3Q3c3ptdLpKoJV+dB9HQCRzKG5nTKnH6nUyLeokVw7bWwevVLe12PPQZ33CFRNJGQY1ZXy3q3hgbM7h7SY2EMzYlZUoI7NIgWiWCmUiQcvsyFzcDhdpB0y0YO8bIaSrQI5tx5tH3gbsZclay86bUEBg/QW7eMra+/iarBXSzf8XN0nweeew4TSDm8pHylaB43nqoAWr/UdDSrqkkd6EQfGwZNI1I/l0h/BH96jBJPCvNLt9D2yg8Sv+o6Fm/8CQFHlI6P3MILF3ww/9z/3//Ja929G6Ovn7b61zLw9o9Q5Y+y/K9fRX/vZXDppRMuNkdzAXupTPocfrQO7r8f4z2X07byUgYGoKIC+L/fMfTLv1P1svms+P2X0MIhzLp6DrzzZsru+gLOZJTu5rM4cPdvJ76em2/GvONOmeXgcqH5vHjMONql/ynn/gfriIeS4rzmJuotF+c3/wpt1wuYJnT+6/vxb3sWpxM6rrqVjqaX5T9OToEiM5EklPKQ0ty4U2H86TGZhe73QzqNqTuI1TTi7O1CM9In3vnmZsyeHtKDoxh6xvmxgazzcWcAhyGbijicGklfGZgm8YoGSpJDmAtOo+3tX2Kw5QzO/vDZBAYPMFC5gLZ/+wxVQy+K8yV+eOYZmYXvcJP0ldvOGwacfbb8fWQUo7NLjl9ShZk20MZG8XlMzBtupO3fP0fos7ex4m9fI+CI0v22j7H9rZ/PP/cPPQRf/CLs24fR3SPOv/5SquqcheH8a5ax/Lf/D31oELOqmva3XkvJd76KMxqit24J++7+PVUN7vzX84MfYFx7Pbs8SwlXNhE4ewkLdvwO/V3vkOfxvz9hV7uPkKuC/lQ5erCMmkvOZ/lj30B/5mlx/vx34d+7FacTui//BAcWXnSION9HRA+Q0Dx4EmP4jHB+nPf7idS0oPd14woNi/Mg68GOt/O7d0NtLWZ3N+loAtMA3G6ciTBaLIaZTuc779BI+IOgQaKqgZKRTszFS2h7wycYOGMtZ3/oTEr69jJcOpvn3/xf4vzOB9Dra+HvfxfnTZ1kaSWaxzPR+XAY40C7OO+vIK27cAwPiPOXvoe2D/4Pw3d9jzN/8WkCjih9F76TLR/6Zv6537IFrroKDh7EPNjOplmvY+DV/0HVvGBhOP8vZ7P8F59F7+/DLC/nwPu+QNn/3IozNMxg5Txe/PKvqTqtKv/1fOpTmF+5g7jhwtQdaAFJwmbj/LofEg8nMUyNlOkg6q9k9OL3My+8Cf3PfxLnz70Yf8eLOJ3Q/5Yr2XPO2w8d5wmQSuu4UhFZ9WKadpw3TWI1zTgG+9DTSXHe4ZBl3Ccizs+dizk4RKpvEMPQMAMBPKN9aOEwZipFzFWKM50Q5zWTRGklaDqJmlmUDOzHXLKMtld/lIFXv4VV17ya8gNtjPlqefY/bqFqeLc4P6se/vY3KX1laiRKqyZ3PhbD2LsfTJOEt4yktxRnf7c4/6//StunH2Dg+7/jnO9dSUCPMnjmWjZ98uf5537/fuktd3Rg7tvPpsZ/ZeDMi6ha0VQYzv/7q1j+s0+id3ViBgK0X/YZSr7/DZwjA4wEm9n5Xz+nalXLROfv/CrxlANT1zPOJ/Kdj6QwDEgZGecveT/z/J3oP/qhOL/qDfgH23E6Yei1b2fXBVceOs67y0mkHXiSIXzpnPZ8Vxemy0WkYR7a0ADu0QE7ztfVyZrlY+G89XxyvU8mZU16SwtmNEp6YBjTANPnwxUbQ4tGMdNpcd5IoJkGDs0gUVKF4fWTqqqlpOMFzGXLaDvzvQy88TJWfOJ1VL7wD8KeSp5585eoHN3H8l2/QL/kLbBuHRw4gKnrxIN1mInUxDZ9aRnGi7vBNEl6SoiVVOPuOSjOn/My2u56mIFfPsKZd7+HMnOEkQVnseHW9fnnfnRU4k17O+buPeL8wnOpOndhnvNTOncCvZ+u81VVsHTDOrb8z6MMrHkrrf/3dVo7ngCvhwMfuZ2y79yJc7CXQIWbti/8moHmlfmv51OfwvzqXcSTujjv8+HRk/nOR9MYaVOc91Uw+tYPMG9OGv3Or4jzy16Lf6wHpxNGX76WHf/+yUPHeWc5qbiBKxUlYIxOjPP1c9BGRnBGR49P2wamdn7ePMxkilR3H2bakPZ8RQlaZyeMjEh7RHPKihGng6irFG9yDLxenKTRli7BWP1q2t7+Jco/9A6qtzwCfj/Pv+6TlMV6xfm3XQI//CHs24epaeJ8Mj3R+WAFxs4XwDRJuXxEgrPwdO/H5zak3/CD5xn4y3OsvP2dVKR6CdfO5en/eZaqas0+9/E4/Pu/w969mLt30zbrdfQ3raDqorNY/vBdBeF882M/ZsG234DDwcGP3ELpj+7B2ddFoFSn7RM/YWDx6onO3/U14gnNdt6ZRrvyCun7FBDTza8ds5mzV155JXPnzuXCCy9kz549PPTQQ6xfv54bb7yRYDDIhRdeyEUXXcSaNWtOWrL2wgsv5OKLL+aWW27htttuy95+22238cADD0xIUs6bNw+A3bt3v6RjzLT7Fjxf/CJaMon3W98CDKgOUPa5T1MHsL0CeropdUQo3fXHTKsSFnc+xGLfE7DmsvxjrVgBl1+O9vWvExgdIZAakSkNS5fKFIZHH4VkEs3hINB3AByG/L2qXqJRayt88pPSkTnaiLt6tQyj5UZRw4B3vhMcDrTTFuA0DPsxhoOwcydaOo3HjOfUOtRwV5VBeTlu04SEhqaZrEw/B297J9xbA6Md1O9/mvofXCpr6WprYfcA6DpaLIbr1a/Adf75coF9/nl461sB0P78Z1zLFspajGSS0lKNUq8belLyHBvqWLkSWDAEW2RTn+bAIM1rxr3W9eul+E1/P/qsBlbOHoY3l8LLLoSWIbj/fgD0Sy+V451EdJ2Jz8Ew4PLL5fnl3r7qjTBnCA4eBI8bwqAZaVoi28EVAjNBae0oC8afD4Bbb0V76im8GzYASUgkpfr8pk0AaHW1eFMdgAEVPsq+8GnqLrsMLnoYEgk0t5vGTX+Q9xJY+KpaFj62Dg4asPIy+8V85COwcSPaWLe98ZuuQ3m5FG8KhSCVQvM68Q12Za4uDqhrktd9opw3TbTWVpytOfcfLs867zWiObWvXLgrSiAYxO1wwFhAnE88Da97OZx5GjzaTU3HJtb88DLb+b27QdPQ4nGc552Dc80a2LlTnH/ta2U6U3k52i9/iaOiHGpq8C9YAI88Al5Zj601N4ofS0fgMXF+lqufWePf47/8RZzv7UWvr2PlnGF4gw/+5V8Kw/mBAXEecb55bBu4wpCMUlraz7x/ceXvugPwnveg/+xnnP7UU9C5CX79f9JZ+MUv5HkMD3J6qFuKcpWXw/X/BZe+ES5ZZzu/5c+yGwRQem4tC9rGOQ9wzjnwkY+gffnLBIaGZA9yTZM4P3eudCiSSbR4nMBwJyTC4HaAt1Q6N/PmnRjnPR60RYtwRiJynfF6pZjazp1osVi+8w4XntpyCATweDyQDqDpsDLyFFx4EZy3Av7URWX3Ntb86HL5n7o66Gy3nT/zTJyvfz288MJE53/zGxzBMnF+9myZhmE5P6te/FgVgt+I83XOAeqmivPd3Wh1teL8v7jg7W8sDOejI+B2AaCl07REd4A7DM4opSWDtFzkIGcjb+GLX0TbuRPvn/8MpCE5lh/na2vwdkh9Pvxeym7LxPkPfCDH+b+It0DpOTW0dkwS5z/+cdi8Ga2zk9JkJs5rGgSDUl9keBjicTSvF99IDzgQ5yrr5P/nzj0xzicSaHW1uOpydiIfLhHnDQNfOmw773TiCfohGMQT8EEs4/zoY7DmLfDac+DHL1Leu4c1P36f/E9dHTzXkXXeccYZ+N7wBti1a6Lz//d/Wed91dX49uyxna/PtG3OHIb/TUIKqrVB1kzlfFcXWk21OL8G+FCBOG8MQUBmoGnpNM2h7eCJiPOBEZrON6B13DG/+EW0gwfx/upXgAHJ0BTOAx4XZV/JOH/ddbbzOx+G+fNB1yk9s4bZ450HcezGG9H+3/8j0N8ncR7E31e9Cv73f6Vt43QS6D8giSO3A9wB2eVn/vxj5zxM9L6/Hz77WSgpQaurw9mclvs5HHacj8fFeauep9OJp6ZM1kOXeGHIh+Z0sHL479KfeeMr4dtbKe06wAU/u1I+4/X1cN99kjR1udCcTrznnQ3LlsH27flt+j/+UZyvqsJRXo63vx9GMs7XVosf7WPgjUNMylutucAkbwv4v/8dOjqgsxOtqpKVrSPw6hR8It95Lr10cudOIEfk/MpLWekEjE7YEIdOIJ2mJbwNfDFwRsHlY+UKE84Yd8wvfhFtcBDvj34EGJAOQ/0kzjsBh0bZVz9N3eWXw3/9V9bRxhcfESedTkpX1tI4WZy/9lrYtg2tvZ3ScIf9+MGgOJMb5wc75W9uB/jKZL39sWzbwNTOe71oVQFc9XUTz30kgpZO4zRS4nxKp9TjAI8D5s6G3l5wudC3b5Vz/Z+r4cv/gPb9vOqXH5fPj+X88LA4r+t4zz1L+vjjnf/Tn3BUBqGiAofbjScehxHA6UarrhQ/wjHwRSAEpc4oa14ZlbagxRNPSM2Azk60YJAVraNwVhQ++28wZ7gwnG9PwnbASDN7bBv44xnny1i5OCHXtVy++EVpp953H2BAVQA+8xl7am8RcsySs3PnzuWee+7Ju23v3r2sX78++/XAAw+gaRrBYJC1a9dy4YUXcuGFF57QZO0DDzzA7bffzk033URVVRW7d+/myiuv5OKLL55w32AwSGVl5VEdY6bdt+BpbZURbtOUi8pll8ko8cCANLhcLnjxRWkAut3ws5/Be99r//9XvgLPPCOBPJGQAL5hgwSsOXMkkD//PDz5pPy/taUu2MVcYjGpDl5Tc+wi7/goahiwcKFc0P3+/Atnebl8BQIyMmk1lkpKpPOTTMr5sS4o27bJCGlZmRzX+tJ1+Uqn7STdM8/As8/K/9fXy88gx3z2WXntTqd0av75T/u8lJfLz2Vl9vMcGMh/jb29cuEGSZ43N8vPVrGdzGhj9nyfihzqYnPppbBvH/zoR/J7Oi1Jbuv1lJZO/b9veYtUjDczjd+GBvtvDQ1y7qzEovUcFi6UxjHI4yYSkqx66CH48Y/h8kxi5q675L0bGpLzHgrJzyDv++rV8MY3whe+II363MUYfr9sERuJnHjnczsBlvNW8Sfrb6Wlcru1WUEg0y3bKpvsUF0t63isv+u6NOhSMqhAWZl8/p9/Pt/53FIy/f1yviIRafhau7dkBoCy7oN8HnMZGLCPVVkJLS3ycyE5PzwM3/++/J5OS8LPej2BQP77mMvb3w7/+IftvLUJBcjPPT3yt7Iy+zzNmyfvHUin0DDEz0cegV//2nb+G9+Q8z44CGNjkoy14nxDg7zfGzbA619vx/lw2H78lhaJcyfS+ZYW21+wnS8rg74++zyWlUkCLR6X82MN0G7bJt9rayVeW8d3OOS4PT3ys88n992xY3LnTVO8HRqSc1dfL3E/Ny75fHJ+Uik7llikUvC3v9nP1Wofzp8v3wvBedOEe++V3w1DOoE5iUS83sn/9z3vgYcfPnycr662n0NLi3yuEgnxQNflnP7zn5IQtJz/n/8Rp4eG5LyPjNjvjcMhaxrf+Eb40pfkGhCP24/t8Ujb6mS0bSaL8yDnItf50lI5N7GYfd527JBz09Bgx4V0Wt4Dvz/f+R07JDZN5rxhiPODg/I1d65cC0F2kAJ5Ty3nR0bs9xDk54cesp9rayZLWUhxHiTJCRPbNody/gMfkBVTh3O+stJ+Do2NcuxEQjzdu1di/4YNkhyxnL/3Xti4UTzv6ZEZgFacr6yE556TNuevfiXvm6bZsRHks+V2H3vnId97w4Cf/MR23uGw75frfF+ffZ7KyuQ1xONybbLaDvv3S1xuaJD3AeS7yyVtku3b5TaHQ37/wx/gj3+c2KZPpcT5gQF5nHPOkccHGdgA23mQ5xGP57/PlvPl5fbnpJDiPMCf/iTfLeetc34o5z/6Uel7Hs75igrb5fp6ObZhyHneswdOO01WoWzaZN/v298Wp0dG5Lru99uxPLc9/6Uvidu5cV7TsoN7J9z53DhvxfFzzpEJPwcO2IMSbre0aRwOea6aJrG4o0POXe7Gq06nuLt9u/yvrsvvf/oT/PnPkzvf3y+el5bKBIkuqTWe3fgv13nDkPZtbnJ2/Xr5XlEh12kovDj//PP2bbltG5dLrqWT8eEPS2Lacr6IE7NwDJOzFVZHM4fW1lauuOIKrrjiCkCStQ888ADr16/n5z//OT//+c/RNI21a9fyJyuAnQBuvPHGad3vueeeO+pjzMT7FjSdnRJ8YzHpUKxbJwFl61a4+25pzIE05rxeuOEGeNe7ZIbUf/83PP20BGsrEdDTI0G2oUGCzo9+JA1Dn08aGwcP2o261lZ7VlN//8Tk47FE12X2wFVXSWOspkYeNxaTC0tdHfzrv8pMs7ExO9m8dat9kSotlde1bZvcFg7b56e6WgLtyIhceGIxafzu3Dl1sqQzM/qaTss5s45lXUwhP1E1/vxYDbn6enktmibvZe4AinVxmKn4/XI+QM7TyIjdmMtNXI/HWu5pNc6CQbuRs3GjnNeSEnlPLecvvxwefNDusLe3SwLxxz+WC+Ppp8Mb3iCdGcv5YFAqwjsc8nNpKbzpTZIo1zTp3HR2ik9utzivaaeW87/8pbg8MCAOWh1uyyfTlKXi8bg06qzGaVmZNGZznZ8/f2rnQT4/Bw7YyRHrPcx13u+3O+3Dw/n/byVi6uvleWia3NfqaMHMdz4QyHc+kchPzk5FPC7vcSo1tfN+v8Qay/krrpAEQXe3+NLRIYkmw5BBuBUrxOdHH50Y50tL5feyMjvO+/2SzOzosAclamvlsdPpU8f5X//ajvNVVfK8UilxadkyuU719srtoZB8xkHOf2WlfA4CATluc7M81lTOz5olgz2GIY/hkhmieQMSPp89yGElsSyeftpO6lqdLMjf8WKmO2/N6AbxZHg4vwPj8Uz+f/398p5an5HJnPd65T22nP/oR+E73xFHdV3is7WzyJVXSgf34osl1tTV5cd5kJ+DQTvOp9PS6R8clI6p0ymd4FOtbfPb34pHfX3yWl98Md/Z8nJ5XXv2yP+GMrOEPR45xuioXDOj0ek5v3ev/D2ZtDugDkd2RUp2QAIkdsVi9v02b5YYU18vnzfrM1NIzoPdVkun5RzkJmen6rRnynMRi03tvMcjHljOX321DDbs3y++9PTI/0cisgLovPPgHe+QBIzlPMj9/H65raLCjvMOh7SHDhyQ44C0tyoqTq04/7vfSfukv1+czx2wr6uzP8s7dshxrfaGyyUD89GoOB+Lyeurr89P+OZ639AgzltJ8NwcgJVozXXeSlTlnuvNm+X3cNh+/wvVedPMj/OHcv6558S7SGRq5602v+X8lVfCN78pyTBdl/ctmRQfPv5xWLMG/vM/JdleW5sf5w1DjllZOTHODwxInDdNuT0QODWcLy+XBPIzz8DXvy7PJRqVuB0Oy3WuoUHaa8Gg9GOt65N1/OZmOZ7lfGWl/E9//9T92L175fUnk/n9Vet+kzlvfR6Gh+0cQiRSuM6Xl9t9mlAof0BiKucffVTen0BmNYLldZFyzKpXVFZWMjq+kT2O1tZWbrzxRtavX49hGDz33HPccsstrDzZa3QUxcG6dfD447JUor1dRuTvv19uf//7JYAmEvKVTkugv/9+WUJ3xRX5iVm/XwJ7RQX8v/8nM7guv1zu/+ST0lh0OmWGR2OjNOysoBSLyYW1qur4vt7VqyXhvGKFXLDa2+X7ypUy4+upp+BTn5LRSZALmmnKc7c64rt2Scd97165uFl1337yE1mCEo3Kxe/GG6WxO2eOJI4aG+Vxr7lGvlassDscpimjh1bAzp05GwjYnfHxiSorOZtITH5RKwRKSvITVWAnfaZKzq5bJ6Psn/60JBX/67/k3LW2ytfwsNy2ebPt6Lp1MmNw7lx5PKuB3dUljZqHHpIEbW5i1uOxG3Rf/rIkJa++Gn7wA9v5ZFIcWLJEErXWe34qOf/JT0oC2uGY6HwkIs4PDMjre+YZ2/mvflWcj0Tkvbj+eokNra2TO3/NNfnPbWzMbszmOm8lqmCi83/5i3zPHUlvbbUbf4WAy2UnYS3nrdd7KOd//GOJX4dyfutWSbpazjc2ivMejzxGMikN/c5OmT379rfnJ2atWsllZXDLLdJpGh/nfT7pxJSXSwfCmuVyKjl/880Sx087TZIdmzeL39u3yyway7tt22Qg0nL+c5+TWfn9/ZKc/rd/g/e9T87hVM7numl1kiDf+dzZJdFo/uwcK86DPVumpia/I1QIWMmM8c6PnyVksW6dfH3iE4d2fvt2ac9YzgeDsuzU57MT5n19Eusff1zq3/31r3aSykocl5ZKDcAXX5wY52MxeznrokV2MvlUcv7GGyW55vXmx3mXSzqMu3bJOdu2TRIWlvNXXikzxwYG5Hr8lrdIW3HePLm2Tea8NVgM4vLOnfLz+Dif22kfGbFfjzWbCuzZdB6PvTqoUAgGJSmSO3sNpp5RtW6drKq46aZDO79jR3573umEV75SriuW8/394vw//ymO/OlP+YlZaxbhbbfJbD3rumE5b5oSP2fNkq/GRvm/U8n5G26QwUePJ995p1N+t5zfulUG5i3n3/Y2ua7t2yfOv+IVMlizZo0kbSeL9bnX5lRK+kAgj2WdC6/XbtuMdz43zpeX258fa+ZsoVBWZreDrckTMPXM2XXrxLsbbji08zt3SqyynAfZRcpa4WglUHt6ZObn2rUyA91KzIK8934/3Hmn9PE+9rGJcb62VlYOLV5sJ5pPBefvvlue8+9+JxOoqqvtlarWJIbxcf4HP7CdX7tWnN+zRz7755wjK3bWrpW4O5nz1mOAfLasFT65SdzxM2dznX/4Yfv9zz1WofVjx0+4ONyAhNW2ufVWeb+uvTbf6yLkmPXwrrjiCm666Sa+9a1vTft/zjjjDM4444xj9RQUiqmxLniXX26Pxljf779fAnZzs8wuSaWkAVlRIaOUmmbPXjvnHCmk3tsryYEPfnDi8b73PQlOfX0S4K3lDiDH6euTi8vy5cf/dU9Ws23jRrlIXX45vPvd8nqsZRfJpLz22lppVO3dK536j3xEln653fK3ri75qq+XWWibN8u5+/jH5TxY53vVKjnupk3ys5Xs2rfPvoDlziK0OjDWbCKLPXvkuYA8prX8u9Aacj6f3dG1ykeAvBe5S2MsDuX1LbfI9098YnLnTdNeTrZvn136orcXfv972/mVK+HNb5b346c/leUnh3Le77cbo3DqOm/NALCcr66W828NSNx0kzjudkujdHBQEk2W81u3ivMf+9hE563fOzrs5Gt1tTQudX3yTrs1myoeFwf27pXECMhj9vbKz4XWkAP5/Gta/jJLTZu8lMfROA/S4O7tlXNrOd/fL7NLLeeXLJFEZDgMP/+5xL/DxXlrKTKces5feqkkXa24mU6LkyUl0nkbGxOvbr1VvHO77U5lb6/tfF+frLa4+uqpnT9wwC5HUVkpnyFNmzzOg92Bqa2VgY8nnpDbrQQ6FKbzFRV2WSA4dPmao3V+zhz5smZVmaZczx980Hb+tNNkpUQ8Lu/xVVcdPs5rWn5n9VRyPrdtE4vZcb6iQq55bW0S57/1LfnZ7ZbX5vNJ4sNyvrcXHnjAPh+TOW8ltawZaNby7twl57mDcLmzCBMJu5PvcslztZbkFtou1dbgszULNjc5a3XmLY7W+dmzJSZv2WInhEdHZWKB5fzcufC610mb/ze/sa/luccbH+etmdBwajsfj9vO+/3SVt6wQZz/4Q/lZ7dbkknBoMRey/lXv1oGDP76VxmEnqxNv3evXCNSKXlfu7rkHPv9k8d5ayWYdd5yBySskiINDXKsQsJyPpk8fKLqWDg/d644YTkfDssgleV8S4skIE1T2vlWny33eOPjvMNhx65Twfnly+U13X+/lPr59a/ltZaU2BOsdF2uac8+K87/4hcyiON22+2bcNh2/lWvEifXr5cZu5M5v3u3xPN4XM5LZ6e8p6Wl+auCcp3P7cfmOm9dN30+e6CnULCSs5HI4QckDpebyf29iDhmydny8nIuvPBCzj77bL7zne+wYsWKY3VoheLoyRSxnvAhz63xEo1K4LBmVFVU2Et6gkFp0Jx5pgTV73//0MfbsUNmY0y1HOPaa09cw3t8zbaNG+3nvnGjPNemJnmuufVnHQ47wG7fLhfF0VF7dkE8LjMPystlRtlkjYbcBsWLL8rjgZyT/fvt3T6tUfjcDkxmgymczvyLWmOjnWQotE67NWvJSlQdbsTxUF4/9pj98/i/Wf/b0iKJb5/PrrVn1V4uK5PlsK94hThUiM7v3Ws7b82cyXW+tlZc8/vhnnvylwdO5fz998uMtF275Nw98ogcr7JSEiIjI9IonGwWodVpr6uzZ82CdDILOTlbWirn3eqkmaY4ONmAxNE6P3u21MTK7EaMrtvOl5TI0sBXvUrek0Jx3jBkFmRuBwbE45oauwMTiYjzAwP20rJQSHw0TXH6k588tPOveY0sFx4bk+OHQvIZikSmdt5KzlqzdkE837JFfi60QTiwOzCxmF3TGiZPzh4L55NJ23mrdqb1GbvzTrjgAkmIF4rzVpyfNcteUgziv98vrzUSkfs0NMggRSAgZW+sOO9wyHXgcM6/9rUyg2twUM6BVd83Fju08yAzDq161YsW2XX1CzHO5zqf274pKZk4W/xYOB+L2c6bpl1mxeuVtulFF8nfC815q+autZo1ELBXeUQikmSqq5OklN8v59Nqz1uJ3cMlCf/93+2yWGVlcn57esT9Q7VtQB5//375ec4cGdyAwo7z4fDEAYnxiapj4XwoJO+hNXvWct7jkZUwr3+9XGNmsvNgn6vly2VQua5O7mc5Zs0Yt1bEHTwoEyT6++V8bN4s7Yu6OvlcJBKHd/7d75ZJWZ2dclynU37OLXEwfhDOivMHD9rlRFpabP/nzZt6X4WZypHMnJ1ObqYIOWbJ2Ztvvpnbb78dgFWrVhEMBrnwwgu56KKLWLNmzQnd9EuhmMDhilhbs9yCQQmyVgKlpsauF7NtG5x11vSOBzIif8cdEpD7+yVYrVwpF7XVq4/+Nb1Ucp/7wIA0xGpr8+s7hkL2hl9WcjqRsGecZXaDpaREyhmceebhGxR33CEXxWRSElU9PfZFzZppOdmMqspKGcEHuejlzsosxA5MSYm8xnT68JsHHMrDb3976r9Z79Uf/iAzHqqq7DpBu3bZy7p375ZR68M91kx1vrLSrkFl1WG0EtTW5l0dHdJ5yHX+ne+0Z07lYv3+6KPS4EgmZYkYyLG8XhkE0vWpZxEOD0vcsZb9WRsyWRSi81ZjLh4//s6/5z3ifGWlvRncvn228+3t9vtRKM63tcnzG9+BicXsRGwkIh3lZFI6EgcOyJe1OdLrXiczbg7nfEmJLN8DeS99PjknVp1qmHqJd+5SV2uzDChc562lo1asH/9Ztzha5z/60XznEwmJa3V1kpjs67NXbBSK81ac93olnkYicnsiYSdih4bsWfvRqNyno8N2/k1vklmEh3O+uTl/4x+rNvlUzufOqModhLNm9EJhOj++bJMV6yebLXm0zl9/fb7zoZBdn7WhwZ5ocLjHmqnOV1XZ9XGTSUnElpbKbeOd7+mxnf/oR+U6cP75h27TX3KJzDYGSQCWlsrn6Ujj/Ny5dnK2EJ2fKlE12Wzxo3X+c5/Ld35oyB7sb2iQ2GcN/s1k58F+/n/9q+18dbW934U1Iza3D6tpEgdM094YuLR0+s6/612yigLkvSwrk+M4HIcvX5Pr/OLFdnK2EJ3PjfOHG5CYjodFyDFLzu7Zs4fdu3czPDzMM888w/r161m/fj0PPPAAmqYRDAZZu3YtV155Jeeff/6xeliF4uhZt07qSYI0Urq77V2qHQ57l8sjnWI/1XKMU2mpWlWV3UFsbpYLe1mZ3ZizZtlEo3bJB5DAa5UfeOQR2VBkMnIbFLm1l6zRXKuEgsVks0sOHrSXCZ59tsz0BGlI5u5iWihYFzZrpB0OvcvlS2XdOqmjnE6L9x0d9s6wXq80Ggrd+Vmz7E5JJGJ/9nOdz62NbDn/979LLcLJuPRS+3w98EC+86mUHGfePLvxMtnsko0b7aSxtSMt5O+WW0jkdmCsGHOozQNeKuvWSUO72JzP7bRbm1F4POJ9d7eca2t2ofUZANv5eFxmmmQ2d51ArvN//evkzlubMMHkHZiBAZmNDvJ+WMk0KMwOzPhOuzX4czyct2q8W86DxD6fr3Cdz43zFRXyOdd1O847HIeO88mk+DhV5zHX+eeem9x5a5UFTN62GR2VGqjW87WeAxTuLEJrEMBKVB0v53//++J2vqrKbkN6veK8y3Vo56NRmTn+zW9OnXyz2vR79uQ7b5Vryq0PPlmcN4z8yRa5KwWKIc7nDkgcyxmT69bJ0v1c503T3qC6GJwvKZHZw4mEJGp7e+0NX3OddzjkNpdLbv/Vr+Ab3zi884ODk8f56mo7zrvd9n2s9nxuGQ9Ny6/VW6jO58b56WwIpsjjmCVn586dS2um5toZZ5zBFZlG/N69e7NJ2r/85S+sX7+egeO5w59CcaTs2GHv3G7tMGjNfjBN+fuXviT3PdKL22TLMU4lli+XTcs2bZq8buLu3RJkrfMD8rvbLReZhQtlWcedd8pF/FAX7fHJWesimXuhmqwxlzvi+MpX2hsPzJ9feMtBwL6wTXeXy5fKjh3SMEkm7UL61oYwAwPS4DjvvMJ33irkby3Ny3U+HrfrZbrd8toWLZJG3nScz50Vbjmvafl1qCdzfsMG++9r1siyLZBSDIXYuMntwCST8v14DEhM5nxNTeE7n9uBCQRk5kYu+/fbG4iMdx5kVsnw8EuP8yCdcKvBnrv0z5pF+PDD9uaH1uYl1v/lDuAVCrmzSyznj1ecD4Xynbc2Iylk53PjfG4dTCvO79kj59+K87qeP5ttwQIZFH4pzucOYk+VqBoellqz1n3XrJHyIiCPldsWKxQmm0Xo9Z4Y560EfbE439IicdtC06SMk8s1tfPNzVKO5kidz50ROtVmp1bbZtMme+D5ZS+zE+dQmAMS42eLWxN/JlshcTTs2CGDPVY8sepfF5Pzfr+9aRnI4FhPj5yXzk45N36/DFpY/djGRvn7S3F+sjivafZKACvOb9smE59AVpl2d9vHLETnDzVbPHflq2JKjtnwx6233srNN9/MJz7xCR62lrQBra2tXHHFFaxfv57BwUH2WLPeFIpTAcOQwKnr0jCxZlN4PLJDpVVzzDDkYnb55YVVA0XXpfh5ebl00MNhCabhsDTeKirk9Q4N2RcdK+hWV9sj5dau34ci98Jm7c6du0kMTJxd0tcnM3NBGnq5S10L8aIGkyeqjnWn3fLeWmai6+J8S4t8Wd6/+93F53xVVb7z5eX2+1FTI+fspTifW//L2jwA8p23Zj08+qj87vfLbB+rEViIo+wgccXaEXt0VLy3ZiUcK6Zy3tqZt5CdtzowVg31XOrq7FrrY2PifDBon3ufz65N+1KdHz8gMdkswtxBuLPOyt/0sVAH4U5knPf5bOcbGwvf+cPF+dpaO86DxH3r/Sgvl/dnus6PH4Sz4nVpqb2Mc7IVErm19F/zGnup6+zZ9kBGIXEiZotbzlsbHlrONzQo5+vqbOdN027Dg7wP1dUvLc6PH5A41CzCXOfXrJEyWiD/kztRo1CYLFF1vJy3ymVZztfVFbfz+/dLLJ01S1ZM5M52tdw8EuedTjsJO5XzkJ+cHRnJL12zdq3tvNNZuINw4wduLOcLsS13HDimc9NvvfVWbrnlFipyO57jKLfEVihOBaxafLW19sXS2sHU4ZgYtC+99NA1UmYiq1fD3XfDihWSGGlvl+8rV0rxc2uE16rdBnJBrKuzb08kZHT2UOR2YKxaWLkjjjBxRtWf/mRvlrF6td15gcJNVFmNOdOUZEkyKV/HsrNmed/QYC9HsxorViLF8r7YnP/pT+2ldl6vvZOq223P4Juu87kdmEM5n9tp/+MfZXYnSIf9wAH7voXsfDwun/V9++T1d3fLJoxWva+jxXK+vt7eiLBYnJ9OB8Zy0uPJT6RaM8tfivNWB8blyu+8jHd+82Z44QX5/bTTCr+kAUwe59PpYzsgMb59U0zOw6Hj/E9+YieDvF5JYmiatD+sfQZeivPWgITDkT+La7zzO3bA1q3ye2urfEatWeaF6rw1uD/e+ePRtlHOT3T+f/83vw1jeQ52PfLpOu9220mo3FmEgYA9IDF+FuH4yRannWbX5CzkQTiXS5y3kuSGcfyc93qV87nO3303vPe9cj+rfId17mfNkvMzXedB2jG5K2yt4+a26f1+if/WaqS//U1u93ikTJnVpp8zx74mFBLWoJjTKW05a9PTyfaQUEzKcbHijDPOmPJvo6OjlFk7sysUJ5vcWnzWZlPJpJ2o9XoluBZ6KY6pagv96EfSaYlEJLjquiyttnaqBAm8bvfhR72tDoxp2kvOTFNutxg/u+T55+2/rV1rb7oBhduByU1URSJygW9vh699TWb5HYtC/LmbYlnLfLxeu3FcDN4fyvnmZnEUpNG2aJF4aQ0cTNd5a0BivPO5ddbGd9qt5U8gu0nnJicLdbZ4e7s0WK1SJ1aSpKMDrrpKGthH631urPf55P3QNDupUujOWx2YyTb4WLwY/vxn6cBpmrwPtbX5nY6jcX5852V8nN+40f7b2rWy6aRFIcf5aDQ/zieT8LOfySZUxzLOe73241mzqqDwnYdDx/m6OpmhrWmSJFqyxI49MH3nPR67zRiNyv/5/fltGysxAOL83r3234rFeb9fkrKRiO18IgG/+51svnasnbfiPCjnLeerqyVJqusSe5qb7Vm0MH3nQVYA6br8j2HIz1b5CAu/3x542Lkz/zkWy8Dz6Ki9+Vo6Lefr4YelbXc84ry12WAx9WMPVR/373+Xz7+VrK6qkoEza0PAI3G+vFyuD1Y9Z2twyToW2O2bRMLeLwWkrERXl716qVCd9/vFwVBIrqvptLwPTz997JwvcE5YVefR0VE++MEPUpk7kqxQnGxya/GBJCIrKyUBCUcWtGc6Vm2hNWvk+49+JPWJPvpR6Tx4PLLkOpWyL/qmKRefRYvkQngoysrszujgoD077nvfsxNQ4xNVFhUVcMYZ+ctBWlqO5as/dejstBNVmmZ3Fvfvl0TVsZhJOH4jOGv5k0WxeD8d57u67F2I4eid7+uDn/98ovOmKX8fGpIObE2NHN9yHgqzMWdtEGJtKpLrfG2tNO7uvPPol+KN3wiurExmjFodyWJwfvVq2fDlpz+VTS5++lNJijz55MQ4r+t2h/1InPf5Jjo/NCQ1ZA8X5zUNLrig8J0HqXm6e/fEON/ZeXzifEODeD9vnl1Xrxich+nHeWvnbTgy5zVNEuuRiLhuOf/3v9vvo6ZJ4kTTJJFixXmACy/Md75QB+FeeEFe53jne3uPj/O1tdKeb2y0k7PK+Xznk8mXFudBfA+HJfkYConPzzyT/z5asX789btYBiS2bZvc+YGB4+N8VZV4n7s/QbE6r+uyUdpf/ypOV1ZKX6e/X5yFI3d+dFS+IhFpm0YiMqj9+OP2fawVoMmktIHGxuRxcksaQOHG+bY2eZ1WuSZrM87h4WPnfIFz3JOz+/bt40Mf+hAVFRXcd999mOPrnSkUJ5Pxtfis3R59viMP2oXEunXSkLv8clkCc9110sB1uWQ2W2envSS2vByuvfbwO3hu2WJvPGM1UpxOOHjQDthTJarOP18C/cGDcqzW1sJcDmIYMqJujTSCfZ7q649doirXe6se20tJuBcSx8P555+XDsihEjBer3RswmE57zt32g36xx6zOzC5uyAXEm1tcj7cbnsXXbDP1XTrgR2OXOd9Ppg71679W0zO53Zg2trgBz84ts4//rg4axj5zvf02M67XPmzE604v2qVdKAs562awIWGYcgO0amUfR3L9f14xHldl067VaaomJzP5XjE+ccek8+SVV/Zei/7+/M7o1acHx624/zBgzKTPTdRVYiddsOQwSCrzAnY56mq6vg473RKe94q06KcP7bO//OfE50fGsp33lqVmEjYcT4YzJ9sAYWZnDUMub5OFueDwePjvKbJINxLTbgXEpb3730v3HWXuG3tpdLVJb4fqfN/+5u90aCVdBwdzXd+YEBcj0TsOL9zp/Rpi8H5++6za/vmxoaysmPnfIFz3JKz+/bt421vexvz5s3j3nvvZc2aNVxxxRXH6+EUipfG4WrxTTdoFxqGIQ05a0dPa0nsuedK525wML+mz+GWKRgG3Hvv5LPjZs2yA7bHI+c+HJbOvHVh+81vZLZhoS8HaWuT1+12y3myXu+xTlQp7ydyPJy3GiFOZ/6ARG6i/Zln8hO4Ho/cp78fPvQh6ThB4To/MGAPRuQ6b/1+JPXADoVyfiLHw/k77sgvTzHZLGhr8M2aaWjF+SeflA1jrB28584tzPejrU2ScirOn3iOl/NW0jE3zldX284/8oidwAU7zodCMpvxmWfk9vr6/LI3hUJbm9QTV86feI6X84lEftvGqrOcm4AZGpLBiHDYjvN79kistxJVPp9d27+QaGuT1RHK+ZNDrve5dWmterzR6EtzPjfOj0+0P/KIJHATCfm7Vc4mkYCPfzx/1ui8ecfxxZ8k2trkc368nS9wjvnUs40bN3LLLbfw4IMPYpomF198Mbfddhutra18+9vf5tvf/vaxfkiF4ug4VC2+a68tzvookxWMP1RNn8NhBWyv165fC3bRcCtg//KX9lJPq3C70ym3fe5zchEMBosjUeV0ygitdX6tRNWxqh2lvM/neDi/Y4fUXwqF7M0DrDqnNTXSUfnv/56YzCotlYbbzp3iQHl5Yc6mAntJXjgs/iUS9rmw6tkdqyV5yvl8jpfzgUD+hhm6Ls6Xlkqc//735bs1WOfxyDWho0MSVX6/xPlCdX5gwH7t1sYhkD8goeL88eF4OV9SIkmo8XG+okLi/Oc/b8+gs2aVO52yKdLevZIoWLq0sNs2lvMul93OcTiU88eb4+V8eblcr3OddzrFeSvOP/54fqLKNOXxPvxhuW8wKG2dQtwMbGDAbsNb7XmwvVfOH1/Ge3+snI/H7duteGa15z//efm7y2XPKtd1cby3F556SmYxNzXl16ktFAYG7AS2VUcfxP9jHecLmGOWnN24cSM33XQTDz300ISkrEJxynM0QbuYsJbEHilWwXq3W77nzqB1OuWrr0/qYlk7HVuJqpoaqRPU1iZLosrLC7cDU1Ul58hKVDkc+RskHevaUcr7w3O0zns89g69VkfU6ZRGSkeHzJr1eOTv1qCFtamG1ysj8qFQ4Saqli+Xhmt3t7ze3B1ddV3iwsqVx25JnnL+8BwL58cnHS3n+/rgu9+dmKiqqJC619u2yXEKPc57PPLZdrnspOzxGJAA5fx0OFrnrU1grGSMwzExzvv94r0V64NBuV8gIMcp5DhvOW9dB3MTE8r5k8OxivNWAsbaVDk3zluJGmvGuN8vjr/wgvytGOI8yLmxSodZ7UDl/InnaJ33++2STGD3X3PjfGmpuA0S5z0eifHl5ZKgDYWKw3lNs50/Xn3YAuWok7MPP/wwN910Exs2bMA0Ta644gpuuukmlZRVzDxeatBWHJ7c2XHWbFjrAud0SsA2Tbv2ZO7IpJWosnbIDIdluWshYiWqnnwyf0dzkHNwrBNVoLw/XljOx+O279bsEMt5XZfOqssl97NKG1i1UFMp+VykUoXbmNN1Kd/wz3/aDTfrvHR3y+DMsV6Sp5w/PljORyITk465cb6jQxrt6bRde8yK8x6PnagqVOetGoHt7RPj/PEYkLCOq5w/9uTGeSvRCvnO58b53DhmbZCcThd+nF++HBYvlnIeVkywUG2bmYXlvDWRwuu12+hWAsaK8yUldvIW7Djv89k7uhey8wsXivO5ddZBOT/TsJy3ZvwfKs77/ZPHeWtQLpUq3EE4y/mOjvw+Dxw/5wuQl9zbefjhhzn77LNZu3Ytzz33HB/4wAcYGhrinnvuUYlZhUKRjxWwraRrbp0qqzPa1GRf6KwNI6qr7SWvVqIqGLRH4woNXYcrr7Qv9lanLZ2Wi12x1o6aiVjOWx2V3EaKwyHOz58vnRfTlKSk2y0DD1ayJhyW/ysvl9njhcoFF0gHraREPufW7PolS6ZXD0xxamA5H4nI79ZSNrCdt+K8VfcNZKZJWZn8bMX5dFo2fixEdB1uuGHyON/To+L8TMJyPhy247wV6622jRXnrfrjVikny/lQyG77FGqiyqqL6XZPdL6/Xzk/k7CcD4Xk99zJFpPFeau973LZG1XlDkgUaqLKct7jmej84KByfiZhOT86OjHOj2/PW2XKnE5p21gbEo6OFk+c93onOj88rJyfJkd8dn75y1+yYMGCbFL2hhtuyCZlywtxJ2mFQnH0WAHb788P2GAXrH/ve+3lEC6XdFyamuR36380rXAvahavec3kiarpFq5XnBpM5Xw6LTPmysulPtWiRfIeW50XazOYZFKSXH6/7GJfiDXZLAIBGXRZulRmV51+unz/7neV7zMJy/lAYKLznZ35cd5a3hwIwJw54rdp2gMSzc329aAQefWrYdmyiXF+0SIV52cSlvMlJVMn2q04H43a5WqsDrtpSnkLv1/aO4W83HP1ajjnnInOn3aacn4mYTlfVjbR+b6+iXFe18Xv1lZ74NkakPB6C3cQDsTp17xmovPz5innZxK5m65NNbhkxXlr0MLrlY1QrY2xhobkc1BSUtj92NWr4XWvm+h8S4tyfpocUVmDX/ziF1xyySVUVFRw4403cvPNN6uErEKhmB6rV8Pb3w4//KG9KVhuwfpzz4Xf/lYSV1YtQotIRGr4lJTAeeedtJdwQrASVeXlcpG3ajP+8pf5y18Vpz6rV8tusd/6lu2805m/SYOuwxNPSD1lt9tuzFifg+bmwm7IgT27JpXK36m8EDdMKHRWr5ZNvW67zXZe12WAITfO//3vcn9NsxO10agd588556S+jBOClYDOjfP33FP4n/dCY/VqmQn9mc/Yzmua7Ax+0012nH/mGSnZ4XbL4FsqJaVbdN2O84U8CAeSiEsm853/yleK4/NeSKxeDZ/9rOxAn+v80qXw6U/bcf6JJ+y/WW36dFoG4QIBuX+ht2sXLJCZsrnO/9d/qSTVTGP1arjlFnj/+/OdX7QIvvAFO85v2iSzZK32fDgsgxbWoHN1tV26rFBZtAgOHMh3/oYblPPT5Igi4lve8haeffZZ7rvvPubNm6cSswqF4shYtQqef94O2MuWwQ9+YC9xuO46eOwxe0OsdFpGKTs67ETVaaed3NdwvLESUppmJ6qs5JVi5vGyl4nTlvMtLfCLX9jOr14NF10Ef/6zNPgOHpQR91mzpJRBMFj4yRpNE+9HR/NvL9TyJYXOK18pnW7L+YqKfOevu05qDA8NSWxLJORr/347zp9++sl9DScCvz8/zlu3KWYer3pVvvMuF/z61/Z1e/VqeMc7ZAf7SAS6umQQorVVZssWQ5wHSciNd96q36iYWVxwQb7zTif85Cd2jc3rroONG2UAIjdRZdWjLIb2PKg4X0hcdNFE57/zHZkJDfbg9C23SJzv7ZX2z8KF8jkIBgu3jEcuKs4fFUfc21+1ahX33HMPe/fu5eabb2b+/Pm8//3vPx7PTaFQFBplZfkBe8GC/Nozq1fD+efLrCorUeXxyMWttLQ4OjC6LkmpaNS+LXcHe8XMYrzzc+dOrLe0YIF0WEIhuPlmabz96lfw6KP23wudQGBiclZ5PzMZ73xLy8Q4f/HF0pG3ElWBgAxGOBzF04EpKZl4mxqQmJmUl+c7X14+cUB12TK7Y3/ZZbIKaONGGaCG4onz41HOz0zGx3lNk9htsXo1XHEF3HmnxPmeHvn77Nky6ULFecVMw+fLLz8GE2fBnnOOHef/5V+krTMyImUPoHjjvGrPT5uXXJG3tbWVW2+9lTVr1nDzzTfzla985Vg+L4VCUYiMn22f25CzmD/frj35ta9JB/700+W+NTUTj1GIjL+wqYbczGU6zvt8difn7LOl7MHu3fI3t1tmmBQ64zswHo/aNGCmYm10ZDGZ80uX2nH+M5+Bn/5UOvPWfYuh0646MIXDdJzPjfNLl+bHeVCddsXMIhDIv0aXlk68Zp91lh3nP/QhifNveYv9+VDOK2YS1ga9uYyP/blxft48ifN79th/L1bnVT922hz1OlkrSTsyMsLNN99MdXU1V1xxBWXjZVUoFIrxcWGyRKvXa1/YXv5yKW1g7f5dDBc1kAtbf7/9u2rIzVym67xFLCa+d3TI73Pn2jshFzLjG3PK+ZnLeMcncz63A7NiheyGbHVg6uvzZ6YUKqrTXjiUlNib2sH04jzArl3y3eeDxsbj+xxPBdQswsJB06R9Mzwsvx8uzp92miSq7r3X/n9rOXghoxJVhUVZmdQOB4ln41dI5MZ5awWkFeehOPqxk8V51baZNsesiGF5eXk2SfulL31JJWkVCsVEpju7xCIalTqEFsUwmwomXthUQ27mMp3k7HjnX3zR/r0YGnKgZosXEuMTq9OJ8x0ddsKqWJ1Xs8VnLrou1+2xMfl9OnF+bEyWeoMkqQp9MzBQAxKFRm5ydjpxPp22B+EaG4uj9qpKzhYWuW366TgPdnI2EJDB50JHOX9UHPMdZnKTtPfeey+apqkkrUKhEI50FmE0WnwjjqASVYXEdGYRjp9R1dlp/66cV8w0HA55P8Nh+f1I47wahFPMRMrLD52cHR/n1SCcoJKzM5fcNv10nD94UDZ/hOKN86Bi/UzmSJ0fHrZXQs6fX7yDcMr5aXPctv8uLy/nhhtuAODLX/4yg4ODmNZyH4VCUXx8//syap6LdWFbtw4MQzbJGD/qWIyddpWoKgy+//2JG7xZI+3Tdb5YOu3jOzCqwz4zsZwvK7OTs9Nx/sAB+/dicV6V8igMcp23ONI4X6xtG4+nOJIVhYZyfvqoAYnCwHI+NyE7nT6sGoQTlPPT5oSsn7rhhhu45ZZbqKyspLwYNvNRKBQT0XX40Y/ya6kGg3JRu/9+eznnVLNLSktlN+9iQCVnCwNdF7et+lQwufO5728sZndgdB1aW0/Y0z2pKOcLA8v57m77tvLy6cd5KN4OjHJ+ZmI5n1uC6UjiPBSP82q2eGFgOZ8btw8X54t14Hl8nNc0GZRQzCws57dutW+bTh+2GJ1Xs8WPiuM2c3YybrzxRm688cYT+ZAKheJU4dJL5fv110MqJXV3/vhHeOABuPxy+++5Abyz005sFctyEFCzCAsFy+mbb5aOS309PPww/P73Uzs/Ogr79snPs2cXTyNezSIsDCynP/1pu77a44/D3/8+tfO5nfZgEKqqTuQzPnko5wsDy+nPf17idX09PP20fE3HeYcD5sw5kc/45KEGJAoDy+kvflGSUvX1sHGjJK4O5bwahFOzxWcqltO33SazZOvrYds2+MMf8p1XJZtUWYOj5IQmZxUKRZFz6aXw3e9CW5tshGGa8N732hc1yA/gmzfbPxfLRQ0mbpKgLmozl0svhZ/+FJ56SpxPJuGKK/Kdz23Mbd9ul/8ols4LqE57IXHppfC738FDD4nz0Sh8+MNTO3/wIIyMyM/FNAinnC8cLr0U/vpX+O1vxfmxMbj66qmdHx62S3nMmQMu14l8ticP1bYpHC69VNo1P/2pOD80BNdeO7XzuYmqqiqoqDixz/dkoeJ84XDppdJ//e53xfneXrjppnzndV0S8PF4/sxZl0smXBQD4+O8poHbfXKeywxEbQurUChOLFddJYG6okIuVrkXNZg6OVvMiSo1o2pmc8019m7ePp9yfjJUB6awuP56u95ySYlyfjJUnC8sbr5ZZsG63bJS4lDOb9smg9NQXM6rVUGFxac+BU6neF9RMdH53Pd3/34IheTnYppsoeJ8YfHpT0vfVddlkGG882DH+sFB6OiQn+fOlc9KMeDz5Q+ye73FM+h+DFDJWYVCcWKJRGDZMrlQpVJSryeX3A7M4KD9czF3YFSiambT1QVLl8Lppx+Z88XcgVHOz2x27hTnFy+WmeAqzk9EOV9YPPMMLFki3huGcn4ylPOFxcMPS4xfsUJ+H++8NYsQlPMWyvmZzW9/azvvcEx0Huz3eHi4OAfhNC3fe+X8EaGSswqF4sRhFU5/3/tg/Xqp03P//fkXt8lGld1uaG4+cc/zZKNG2guHl+o8FHdyVjk/c5mO81M11oupA6MG4QqHXOcfemhy56eqH17McV45P3OZjvMw+XtcTHHe6cz/7CvnZy6W8+99r5Sxmcr5ydqvxRTnIT/Wq/b8EVEk86sVCsVJx7qo5RZOt77ff7/9+2QNl7lzZYSyWFAdmMLgaJyvr4fS0hPzPE8FVKKqMDga530+aGw8Mc/zVEDF+cJgus5rmnRSY7H8/y+mTrvXK7MpDcP+XTHzmK7zIHFteDj//4spOQsS6+Nx+VnF+ZnJkTo/nmJ03kI5f0So5KxCoTgxGEb+Rc3C+v1QjfVivqiBurDNVJTz00c5XxhM13m3W5JV1pI/gHnziqsumdocqTCYrvMwMTnb2DjRg0LGWu46Nia/K+dnJkfqfC6BgAw+FxOBgF3WQTk/Mzka5zVN2jfFRO6EC+X8EaGSswqF4sRw2WVT/y33YqdGHNUswkLhaJwvptlUoMoaFArTdd6aRRiN2rcVW5y3lrtaM6qU8zOT6ToPE2cRFpvzkJ+cVc7PTI7U+Vzmzy+uQThQS7wLgaNxfvbsqcvaFCrK+ZeMqjmrUChOLdQsQjWLsNiwZhHmUmzOW8tdLZTzhc/4WF9szoOaXVJsTJaoKjbUctfiQsV5FeeLjfHOqzh/8p7HDEQlZxUKxanF+CCu69DaenKey8li/DJHNepY2GjaRO+LrQMzfndX5XzhoxJVyvlio9jjPKhOe7GhnFdxvthQzqs4fxSosgYKheLUYnwtwmJbDvL970tCOne5q3VhW7dO6hodanmNYmbi9UIkIj8Hg1BVdVKfzgnFct7vn1iLUDlfuOR2Up3O4hqEy3XeQjlf+BTzLELL+ck67cr5wqWYZxGqOF+cFHNyVsX5o0YlZxUKxamDFdR9PjtRZV3UiiWo67rs/Dk2BqWlcpvXm79TqKJwyHXewqrJVmzOp9PgcMhtPp9yvlCZzPk5cyRBW2zO554DFecLl8mcr6qCioricz534FE5X7hM5rzLJRMuis352bPt25TzhctkzoP0Y4vN+YUL7duU80eEKmugUChOHayg3tNj32Zd1O6/P78mZaFy6aVy8Wpvh+5uue1Xv7IvauMLzytmNpbzBw/atxWr83v22M7//vfK+ULFcn7PHvu2YnV++3bb+YceUs4XKpbz27fbt82fX5zOb9pkO//II8r5QsVyvq3Nvm3uXPjxj4vP+aeftp3/xz+U84WK5fzTT9u31dbafbhicv7xx23nN2xQzh8Bmmlaa4cVCqGpqYmOjg4aGxtpb28/2U9HUWysWwc33igzSurr4YIL4OGHiy+oX3ghPPeczKBcvhze+97iev3FxLp18MlPykzp+np4+culAV9szv/bv8Fjj4nzS5bABz5QXK+/mFi3Dj77WZlhUl8Py5bB5s3F5/w73gF/+pM4f9pp8OEPF9frLybWrYMvfEFmD9bXS6Jqz57ic/7974df/EKcnzsXrr66uF5/MbFuHdxyi/xcXy9f3d3F5/zVV8MPfyjOz54N115bXK+/mFi3Dr78ZUilxPfSUlkJWWzOf+ITcM894vysWdKvL6bXPwnTza+p5KxiAio5qzjpvOY1MrtC02DpUmnMF1tQ/8tf4J3vlCT1nDmwfv3JfkaK48nrXw9PPinOL1wIH/xg8Tn/1FPwxjdKY3b+fOV8oXPJJTJbVNPk/f7oR4vP+S1b4PzzZdnfwoXK+ULnssvgN78R51ta4Jpris/5/fvhnHOkhM3ixRIDFIXLhz8MP/mJON/YCDfcUHzODwzIgDOI8w8/fHKfj+L4csMN8J3viPN1dZKoLDbnIxFp16VSsGiRrJIocqabXyuC+dUKhWLG8cEPykWtvFw2xiq2ixrI7IKlSyUxm0rJaKyicPnoR8X5QEC+itH5XbvEeatBp5wvbK65Rpb5eb1QVlaczm/YIJ32hQuV88XA9deL8y6XDLwWo/OPPCKd9SVLpM64cr6wuekmScQ7HFJvuBid//3vxflly2SzY+V8YXPzzVJDX9OgpqY4nX/wQTj9dFn5qevK+SNAJWcVCsWpRyJR3Ekaqw7de98rM6kuv1x+L7bzUEz09YnzxZqkUc4XHy++KAmaYk3SKOeLDysZX6xJGuV88fHII+L8ihX2RqfFRO5GSMr54uD3v5cZ0itXyqBEsb3Xuc4/9JBy/ghxnuwnoFAoFHlYQd0qZWD9DsUx+ph7UbNer/W9mM5DMaGcV84XG8p55XyxoZxXzhcb1nv+vvcp55XzxYFyXjl/lKjkrEKhOHVQQR0MY/LC8dbvhnHin5Pi+KGcV84XG8p55XyxoZxXzhcbynnlfLGhnFfOHwPUhmCKCagNwRQnje9/X2rTTHbxWrdOgvpll53oZ6VQHD+U84piQzmvKDaU84piQzmvKDaU84pDMN38mkrOKiagkrMKhUKhUCgUCoVCoVAoFArFS2e6+TW1IZhCoVAoFAqFQqFQKBQKhUKhUJwEVHJWoVAoFAqFQqFQKBQKhUKhUChOAio5q1AoFAqFQqFQKBQKhUKhUCgUJwGVnFUoFAqFQqFQKBQKhUKhUCgUipOASs4qFAqFQqFQKBQKhUKhUCgUCsVJQCVnFQqFQqFQKBQKhUKhUCgUCoXiJKCSswqFQqFQKBQKhUKhUCgUCoVCcRJQyVmFQqFQKBQKhUKhUCgUCoVCoTgJqOSsQqFQKBQKhUKhUCgUCoVCoVCcBFRyVqFQKBQKhUKhUCgUCoVCoVAoTgIqOatQKBQKhUKhUCgUCoVCoVAoFCcBlZxVKBQKhUKhUCgUCoVCoVAoFIqTgErOKhQKhUKhUCgUCoVCoVAoFArFSUAlZxUKhUKhUCgUCoVCoVAoFAqF4iSgkrMKhUKhUCgUCoVCoVAoFAqFQnESUMlZhUKhUCgUCoVCoVAoFAqFQqE4CajkrEKhUCgUCoVCoVAoFAqFQqFQnARUclahUCgUCoVCoVAoFAqFQqFQKE4CKjmrUCgUCoVCoVAoFAqFQqFQKBQnAZWcVSgUCoVCoVAoFAqFQqFQKBSKk4DzZD+BE8ntt9/OwMAAVVVV7N69m7Vr13LxxRcft2Oc7PuuXbuWVatW8ba3vY1Vq1axZ88e7r33XoaHh7n33nuP6HUrFAqFQqFQKBQKhUKhUCgUimNL0SRnr7zySubNm8dtt92WvW3t2rUMDg5yxRVXHPNjnAr3HRwc5Pbbb+f222/P3nbhhReyfv36ab1ehUKhUCgUCoVCoVAoFAqFQnH80EzTNE/2kzjebNiwgTPPPJPxL3Wq24/2GKfCfQEuueQSzj77bJ555hnmzp3L2rVrufDCCw/7Wpuamujo6KCxsZH29vbD3l+hUCgUCoVCoVAoFAqFQqFQ2Ew3v1YUNWfvvfdeVq1aNeF267YHH3zwmB7jVLgvQGVlJTfeeCMPPPAAt91227QSswqFQqFQKBQKhUKhUCgUCoXixFAUydmHHnqIuXPnTvq3YDA4rWX+R3KMU+G+CoVCoVAoFAqFQqFQKBQKheLUpiiSs3v27KGysnLSv1VWVvLss88e02OcCvfNZcOGDdx3331s2LBh0r8rFAqFQqFQKBQKhUKhUCgUihNPwSdnh4eHD/n3YDB42PscyTFOhftaDA4OctNNN2U3CxscHOTMM89kz549hzyWRVdXF01NTYf9uvPOO6d1PIVCoVAoFAqFQqFQKBQKhUJh4zzZT0Bx/Fi7di1XXHFF9vcLL7yQt73tbaxdu5bdu3cf9v8Nw6Cjo+Ow9xsdHT2q56lQKBQKhUKhUCgUCoVCoVAUIwWfnA0Gg4f8++FmpB7pMU6F+1rkJmYtLrzwQm666SYefPBBLr744kMeU9d1GhoaDnkfgLKyssPeR6FQKBQKhUKhUCgUCoVCoVDkMyOSs/PmzWNwcHDa96+srGT9+vVTbp6Vy+Dg4LTud6yOcbLva91n/fr1h03ONjQ00N7ePq3HVygUCoVCoVAoFAqFQqFQKBRHxoxIzk5nCf6hCAaDUyZ3h4eHOeuss47pMU6F+15yySXs2bOH5557btL7H0myW6FQKBQKhUKhUCgUCoVCoVAcewp+QzCAt771rYfcBGvt2rXH9Binwn03bNhAZWXlhPtYSdmzzz57yuMoFAqFQqFQKBQKhUKhUCgUiuNPUSRnL7nkEjZs2DChLutDDz0ESB3WY3mMU+G+F198MevXr5/wOh588EFg8nq0CoVCoVAoFAqFQqFQKBQKheLEURTJ2QsvvJCLL76YW265Je/22267jQceeGDCZlvz5s1j3rx5L/kYp8J9P/GJT3DllVfm3W/Dhg3ccsstk75mhUKhUCgUCoVCoVAoFAqFQnFi0UzTNE/2kzhR3H777QwMDFBVVcXu3btZu3btpJtinXnmmdlNxV7qMU6F+w4PD3PTTTcRDAaz5RA+8YlPsGrVqinPEUBTUxMdHR00NjaqDcEUCoVCoVAoFAqFQqFQKBSKI2S6+bWiSs4qpodKzioUCoVCoVAoFAqFQqFQKBQvnenm14qirIFCoVAoFAqFQqFQKBQKhUKhUJxqqOSsQqFQKBQKhUKhUCgU/7+9+8lN6+rDAPzL1w4yaKtrPGwnhR2AswPuDiBeQcy8AyOvwIJB57CDCu8AuoI47MB31KhSpBBSqeoo4RtUpnb8F/vCceznmTS+nBwOUd6c6vX1uQCQgHIWAAAAACAB5SwAAAAAQALKWQAAAACABJSzAAAAAAAJKGcBAAAAABJQzgIAAAAAJKCcBQAAAABIQDkLAAAAAJCAchYAAAAAIAHlLAAAAABAAspZAAAAAIAElLMAAAAAAAkoZwEAAAAAElDOAgAAAAAkoJwFAAAAAEhAOQsAAAAAkIByFgAAAAAgAeUsAAAAAEACylkAAAAAgASUswAAAAAACShnAQAAAAASUM4CAAAAACSgnAUAAAAASEA5CwAAAACQgHIWAAAAACAB5SwAAAAAQALKWQAAAACABJSzAAAAAAAJKGcBAAAAABJQzgIAAAAAJKCcBQAAAABIQDkLAAAAAJCAchYAAAAAIAHlLAAAAABAAspZAAAAAIAElLMAAAAAAAkoZwEAAAAAElDOAgAAAAAkoJwFAAAAAEhAOQsAAAAAkIByFgAAAAAgAeUsAAAAAEACylkAAAAAgASUswAAAAAACShnAQAAAAASUM4CAAAAACSgnAUAAAAASEA5CwAAAACQgHIWAAAAACAB5SwAAAAAQALKWQAAAACABJSzAAAAAAAJKGcBAAAAABJQzgIAAAAAJKCcBQAAAABIQDkLAAAAAJCAchYAAAAAIAHlLAAAAABAAspZAAAAAIAElLMAAAAAAAkoZwEAAAAAElDOAgAAAAAk8G3qBcCm/frrr/HXX3/FDz/8EL/88kvq5cCjJWuwGbIG6ydnsBmyBpshaw/Ls8VisUi9CB6Wn376Kd6+fRs//vhj/PHHH6mXU7rH/vngoZA12AxZg/WTM9gMWYPNkLXNuO2fs2MNAAAAAAASUM4CAAAAACTwpM6c7ff78f79+9je3o6Tk5PI8zxardba5ljX2IiI+Xwer169it3d3WvHlfGZAQAAAIDyPZlyttPpRK1Wi16vt7yW53nMZrPY29srfY51jW2321GpVCIi4ujoKHZ3d9f6mQEAAACA9XgSDwSbTqfRaDTiy4961fX7zrGusWcVRRG1Wi1Go9Gld8Le5zM/9oOhH/vng4dC1mAzZA3WT85gM2QNNkPWNsMDwc4YDAZRr9cvXD+9dnR0VOoc6xq7inXNCwAAAACU40mUs5PJJKrV6qWvZVkW4/G41DnWNXYV65oXAAAAACjHkyhni6JYntP6pUqlEsfHx6XOsa6xq1jXvAAAAABAOR79A8Hm8/m1r2dZduOYVeZY19hV3Hfed+/eRUTE27dv45tvvrnx/b7//vv47rvvVlliUn/++efyvz/99FPi1cDjJWuwGbIG6ydnsBmyBpsha5tx+ud82rNd5dGXs6zu06dPy19//vz5xvEfP36Mjx8/rnNJa/H58+d4+/Zt6mXAoydrsBmyBusnZ7AZsgabIWubcbZnu8yjL2ezLLv29dvcmbrKHOsau4r7zvv8+fP4559/YrFYxP/+d/PJF1/bnbMAAAAAsE7v3r2LT58+xfPnz68d91WUs7VaLWaz2a3HVyqVGI/HVz4Q66zZbHarcWXNsa6xq7hp3r///rv09wQAAAAAzvsqytmTk5N7/f4sy64sd+fzeezs7JQ6x7rGrmJd8wIAAAAA5bj5Z9YfgZcvX0ZRFFe+nud5qXOsa+wq1jUvAAAAAFCOJ1HOttvtmE6nF85anUwmERHRbDZLnWNdY1exrnkBAAAAgHI8WywWi9SL2IR2ux3VajV6vd7yWp7n0el0otVqnRtbq9Ui4uJxCqvMsa6xp6bTaTQajRgMBrG3t3fvz/wU9Pv9eP/+fWxvb8fJyUnkef4k/xygDHmeR71ej93d3ajX61EURQwGg5jP5zEYDC6Mlz+42Xw+j1evXsXu7u61+VglT7IHF90ma/Y5uJ/5fB6Hh4cxn8+jKIqYzWZxcHBQyn4lb/CfVbJmb3u4nkw5G3H7v1iNRmP5ULG7zrGusd1uN4qiiOl0GkVRRJZl0Ww2o1KpCNM1Op1O1Gq12N/fX17L8zza7faV5TZwtUajEdPp9Ny1ZrN56b+b8gfXa7fbUalUIiJiOBzGaDS6cq9eJU+yB+etkjX7HNzdfD6PbrcbvV4vsiyLiP9uLmq1WjEajc6Nt7fB3ayaNXvbw/WkylmeptN/nL78q37VdeBm7XY7Xrx4Ea9fv45qtRp5nl96XIr8we0VRRG1Wu3KwmiVPMkeXO2mrEXY5+A+ut1uHBwcLMuiU/1+P7rdbozH42We7G1wd6tkLcLe9pA9iTNnedoGg0HU6/UL10+vHR0dbXpJ8NWrVCqxv78fo9Eoer3eledYyx+UZ5U8yR7cj30O7u7o6CgajcaF66c5Ons3n70N7m6VrEXY2x4y5SyP3mQyiWq1eulrWZZdegs/UA75g/KskifZg82QNbioWq3GbDa7cP307r6zr9nb4O5WydoqZG3zlLM8ekVRLM8X+1KlUonj4+MNrwgej+l0GsPh8MLZRafkD8qzSp5kD8phn4PVjcfj+PDhw4Xrpzl68eLF8pq9De5ulax9+bq97WFRzvKozefza1/PsuzGMcBFs9ksut1uzGaz2Nvbi9lsFo1GI4qiWI6RPyjPKnmSPbg/+xyUbzAYRJZly4cJ2dtgPb7M2il728P1beoFAPD1yfP83GbfbDZjd3c38jyPk5OThCsDgPuzz0G5JpNJTCaTGI1GFx5eBJTnuqzZ2x4ud87yqN208fuOD9zNl9+Fjfh3cy+KYnlAvPxBeVbJk+zB/dnnoFztdjsGg0G0Wq3lNXsblO+yrJ2ytz1cylmetNls5ju3UJLTQ+Nve0C8/EF5VsmT7MHd2OfgbtrtdhwcHFxaDF3H3garuUvW7G0Pg3KWRy/LsiufUjifz2NnZ2fDK4KvW7vdjkajceXrZ/Mmf1CeVfIke3B39jkoT7fbjRcvXsT+/v6lr9vboBw3Zc3e9rApZ3n0Xr58ee6A6y/leb7B1cDXbzqdXvr0ztMN/OxTQeUPyrNKnmQP7s4+B+UYDoexvb19oSwaDofLX9vb4P5ukzV728OmnOXRa7fbMZ1OL5yNMplMIuLfM1aA22u1Wpf+2MvpOUVnf4xG/qA8q+RJ9uDu7HNwf5PJJObz+aV38Z3Ni70N7ue2WbO3PWzKWR69ZrMZrVYrDg8Pz13v9XqeFgp3cHBwEJ1O59y16XQah4eHFzIlf3B7p/8DfNWPka2SJ9mDq92UNfsc3E9RFNHpdOLk5CS63W50u93odDrR6XQiz/PlGZcR9ja4j1WyZm972J4tFotF6kXAJvT7/Xj//n1sb2/HyclJ5Hl+6RMMgZvN5/PodruRZdnyR14ODg6iXq9fOl7+4GrdbjeKoojpdBpFUUSWZdFsNqNSqcRgMLgwfpU8yR78Z5Ws2efg7mq12rU/Ev3mzZsLWbK3wepWzZq97eFSzgIAAAAAJOBYAwAAAACABJSzAAAAAAAJKGcBAAAAABJQzgIAAAAAJKCcBQAAAABIQDkLAAAAAJCAchYAAAAAIAHlLAAAAABAAt+mXgAAAHC1o6OjKIpi+fXe3l5kWVba/JPJJKbT6fLrZrMZ9Xq9tPkBALiachYAAB6wwWAQk8lk+XXZ5el4PI5+v3/u/ZSzAACb4VgDAAD4Cnz48CEWi0XpxWmv14vFYhGj0ajUeQEAuJlyFgAAAAAgAeUsAAAAAEACylkAAAAAgASUswAAAAAACShnAQAAAAASUM4CAMCadLvdqNVq8ezZs9ja2oo8z2M4HJYyd1EUUavVotvtRlEU0W63Y2trK2q1WnQ6nZjP5xER0e/3l2toNBpxdHRUyvsDAHB/ylkAAFiDPM+j3+9HvV6P/f39aDabURRF9Hq90t6jKIo4OjqKRqMREREvX76M2WwWw+Ew2u12tNvtGAwG0Ww2o9lsxnQ6jXa7HdPptLQ1AABwd9+mXgAAADw28/k8JpNJtFqtGI1G514riqLU9yqKIgaDQezt7UVERK/Xi62trZhMJlGv1+Pk5GQ5ttPpxHA4jN9++y3q9Xqp6wAAYHXunAUAgDU5PVrgrGq1Wup7ZFm2LGZPv242mxHxbxl7VrvdvnJdAABsnnIWAABKlmVZ1Ov1mEwmsbW1tbxjdR2l6HVl787OzrmvK5VKRETMZrPS1wEAwOqUswAAsAa///57tFqtmM/nMRwOo9PpxM8//xyTyaTU9zktXC+TZVmp7wUAQLmUswAAsAZZlsVoNIoPHz7EaDSKvb29mM/nked56qUBAPBAKGcBAGCNsiyLVqsVg8Eger1eRETpd88CAPB1Us4CAEDJTo8y+NL79+8TrAYAgIfq29QLAACAx+b4+Dg6nU50u93Y2dmJarUaRVHEZDKJarUazWYz9RIBAHgA3DkLAAAlazabMR6Po9lsxvHxcQyHwyiKIvb29uLNmzeplwcAwAPhzlkAAFiDZrO51jtkq9VqLBaLS18bj8eXXq/X61f+HgAANs+dswAAAAAACShnAQAAAAASUM4CAAAAACTgzFkAAPgKHB4exvb2duzt7UWWZaXNO5lMYjqdxuvXr0ubEwCA21HOAgDAV6Df70fEvw8aq9frpc07Ho+XcwMAsFnPFh7XCgAAAACwcc6cBQAAAABIQDk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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": 194, "id": "2b75e686-6541-4b81-8a73-d770fa5a57c2", "metadata": {}, "outputs": [], "source": [ "# Interaction and feed-forward compensation (several identical IDs)\n", "# Modified tune correction knob" ] }, { "cell_type": "code", "execution_count": 195, "id": "fe209680-8220-4460-9ee1-e3213bfbeb5d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Marker': 12}" ] }, "execution_count": 195, "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": 196, "id": "99df06f1-b9bf-4e5a-ad45-f7ef22f99f66", "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)]\n", "QO = [f'OCT_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]" ] }, { "cell_type": "code", "execution_count": 197, "id": "b2986caf-c87e-4ccd-8329-fc9204e34eb4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[ 5.8543, 2.0964],\n", " [-2.9918, -1.2602]], dtype=torch.float64)\n", "tensor([[ 5.8543, 2.0964, 0.9168],\n", " [-2.9918, -1.2602, -3.7400]], dtype=torch.float64)\n" ] } ], "source": [ "# Global tune responce matrix (QF & QD & QT)\n", "# Derivatives in-plane beta functions with respect to the tune knobs are also computed to be used as a penalty\n", "\n", "def tunes_extended(knobs):\n", " kf, kd, ko = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd] + len(QO)*[ko])\n", " return tune(ring, [kn], ('kn', None, QF + QD + QO, None), matched=True, limit=1)\n", "\n", "def twiss_extended(knobs):\n", " kf, kd, ko = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd] + len(QO)*[ko])\n", " _, bx, _, by = twiss(ring, [kn], ('kn', None, QF + QD + QO, None), matched=True, advance=True, full=False, convert=True).T\n", " return torch.stack([bx, by]).T.flatten()\n", " \n", "\n", "knobs = torch.tensor(3*[0.0], dtype=dtype)\n", "\n", "vector_tunes_extended = tunes_extended(knobs)\n", "vector_twiss_extended = twiss_extended(knobs)\n", "\n", "matrix_tunes_extended = torch.func.jacfwd(tunes_extended)(knobs)\n", "matrix_twiss_extended = torch.func.jacfwd(twiss_extended)(knobs)\n", "\n", "print(global_matrix)\n", "print(matrix_tunes_extended)" ] }, { "cell_type": "code", "execution_count": 198, "id": "5925cffa-56b6-49d4-9616-8add9b6f1843", "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": 199, "id": "f59bc7d9-4e9a-43a4-8283-6884805d8f45", "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": 199, "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": 200, "id": "2270e6c6-a964-4f0b-8491-2e9ad42c9651", "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", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)" ] }, { "cell_type": "code", "execution_count": 201, "id": "204c97cf-eb22-4890-9468-fe34e948e542", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections (local)\n", "# Note, here actual local values are applied\n", "\n", "kn, ks = torch.split(l_knobs, [3, 2])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\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": 202, "id": "9fe74e18-d2eb-43da-ab29-96b6caee5884", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 203, "id": "8d15e17a-bdbd-404b-912f-e78eee49b724", "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": 204, "id": "379c18f1-5af4-4b74-bdf0-ec5036ac3e75", "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": 205, "id": "38bbc591-6e2f-47fa-9b12-cccec47c58ab", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 206, "id": "5d468a2f-15d7-41cc-a06e-0f92afba1289", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 207, "id": "ed1ecb4d-db62-43f3-a704-9a276c280bec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0186, dtype=torch.float64)\n", "tensor(0.0634, 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": 208, "id": "e965bbb6-6a5b-42f3-abd4-6b584ec0c1a7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(2.0410e-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": 209, "id": "3c33e5ba-d066-4b6f-953e-33ccac287c46", "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": 210, "id": "661a376b-cc3a-46fd-943e-ea693b781b5a", "metadata": {}, "outputs": [ { "data": { "image/png": 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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(0.1298, dtype=torch.float64)\n", "tensor(0.7885, 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": 211, "id": "da4636da-9d29-4aa1-a75e-aadf0efaddaf", "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_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": 212, "id": "86cb92e1-b408-461a-b6f3-3c56da519f86", "metadata": {}, "outputs": [], "source": [ "# Tune observable\n", "\n", "def tunes_extended(knobs):\n", " kf, kd, ko = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd] + len(QO)*[ko])\n", " return tune(error, [kn], ('kn', None, QF + QD + QO, None), matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 213, "id": "e2b1e691-85ff-45ae-90d2-9efdf46d46d3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0044, dtype=torch.float64)\n", "tensor(0.0003, dtype=torch.float64)\n", "tensor(1.8877e-05, dtype=torch.float64)\n", "tensor(1.2890e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Tune correction\n", "\n", "Jo = torch.clone(matrix_twiss_extended) \n", "Jt = torch.clone(matrix_tunes_extended)\n", "M = Jo.clone()\n", "\n", "eps = 1.0e-9\n", "lam = 1.0e-3 \n", "lr = 0.75\n", "\n", "C = M @ M.T + eps*torch.eye(len(M), dtype=dtype, device=device)\n", "L = torch.linalg.cholesky(C)\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "\n", "weights = torch.ones(len(M), dtype=dtype, device=device).sqrt()\n", "weights = torch.ones_like(vector_twiss_extended)\n", "weights = weights.sqrt()\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "I2 = torch.eye(2, dtype=dtype, device=device)\n", "I3 = torch.eye(3, dtype=dtype, device=device)\n", "\n", "knobs = torch.zeros(3, dtype=dtype, device=device)\n", "\n", "for it in range(4):\n", " value = tunes_extended(knobs)\n", " r = (vector_tunes_extended - value)\n", " Q = (M.T @ M) + lam * I3\n", " Lq = torch.linalg.cholesky(Q)\n", " X = torch.cholesky_solve(Jt.T, Lq)\n", " S = Jt @ X\n", " y = torch.linalg.solve(S + eps*I2, r)\n", " delta = X @ y\n", " knobs = knobs + lr * delta\n", " print(((value - vector_tunes_extended)**2).sum())" ] }, { "cell_type": "code", "execution_count": 214, "id": "75ec6cb3-f417-4c9f-8e65-e45a10f0dac4", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections \n", "\n", "kd, kf, kt = 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", "for name in QO:\n", " error[name].kn = (error[name].kn + kt).item()\n", "\n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 215, "id": "d0904b3b-dde0-47d5-ac19-dfa5b68f7421", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 216, "id": "c4fdfa2f-4772-45c7-a3fd-fc1c10f1e06f", "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": 217, "id": "e01e868b-67f2-4b4f-a980-e5d102f4ecde", "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": 218, "id": "a2348fb3-76ec-406e-96ac-2a1d6c7f90a1", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 219, "id": "86c74830-f94a-40de-a641-35f80c30019d", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 220, "id": "e3f652bf-5c06-401f-8203-c7acf86a3aeb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(6.5788e-05, dtype=torch.float64)\n", "tensor(0.0003, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id).abs())\n", "print((nuy - nuy_id).abs())\n", "print()\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 221, "id": "c77faf4e-a67e-43a6-8214-e29af8ceba4e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(2.6091e-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": 222, "id": "76336e94-a6bd-418d-8972-59276f5b52b1", "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": 223, "id": "83c53ed6-b3e9-4269-b8a5-0d430e8de376", "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(0.6513, dtype=torch.float64)\n", "tensor(1.7613, 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": 224, "id": "6d5d3533-a59c-4891-9264-29f896c52ff1", "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_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": 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 }