{ "cells": [ { "cell_type": "markdown", "id": "2826d694-a891-4c91-b444-838b6ad8d641", "metadata": {}, "source": [ "## ELETTRA-12: Local ID correction (local/global correction: tunes, twiss and dispersion)" ] }, { "cell_type": "code", "execution_count": 1, "id": "5901fa27-025c-4135-a84f-1e7dbc22222e", "metadata": {}, "outputs": [], "source": [ "# In this example global tune correction performed after local twiss correction to compensate the effects of ID" ] }, { "cell_type": "code", "execution_count": 2, "id": "7951d4ae-144e-4df2-bdea-aa7ae34ad104", "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.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.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": "8dbf040d-7d70-4b69-90cb-28e698772c94", "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": "e72ac8de-1a0a-4998-95b3-021c4a133796", "metadata": {}, "outputs": [], "source": [ "# Load lattice (ELEGANT table)\n", "# Note, lattice is allowed to have repeated elements\n", "\n", "path = Path('elettra.lte')\n", "data = load_lattice(path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "5bd1f6d7-55bc-45ce-811d-eed7f5cb51b5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168, 'Drift': 708, 'Dipole': 156, 'Quadrupole': 360, 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "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", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice 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 lattice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "3f3ef8ff-6d0f-4680-8ace-8992f4997061", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "881ce4c3-76ea-4d4f-a4d9-5d7cf5bc05bd", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx, etapx, etaqy, etapy = dispersion(ring, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 8, "id": "cced9eb0-c210-482a-8e83-cdd92a0c7fbd", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax, bx, ay, by = twiss(ring, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 9, "id": "a97e36cd-4781-4281-a992-41066a0ce84d", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "8f87e7e6-585c-463a-8596-01b38cad5118", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "a18e496f-eff5-438d-ad1c-e3c2bd59fcd2", "metadata": {}, "outputs": [], "source": [ "# Quadrupole names for global tune correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]" ] }, { "cell_type": "code", "execution_count": 12, "id": "bb126e75-5bbf-45b4-aa26-394321d24e53", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0.2994, 0.1608], dtype=torch.float64)\n", "tensor([[ 5.8543, 2.0964],\n", " [-2.9918, -1.2602]], dtype=torch.float64)\n" ] } ], "source": [ "# Global tune responce matrix\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(ring, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "knobs = torch.tensor([0.0, 0.0], dtype=dtype)\n", "global_target = global_observable(knobs)\n", "global_matrix = torch.func.jacfwd(global_observable)(knobs)\n", "\n", "print(global_target)\n", "print(global_matrix)" ] }, { "cell_type": "code", "execution_count": 13, "id": "973d629d-b400-48ae-9a8b-19b2ae2025a6", "metadata": {}, "outputs": [], "source": [ "# Several local knobs can be used to correct ID effects\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']" ] }, { "cell_type": "code", "execution_count": 14, "id": "e7f8954b-be3e-4df4-879f-227b85a69312", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define twiss observable\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " _, bx, _, by = twiss(ring, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True, \n", " advance=True,\n", " full=False, \n", " convert=True).T\n", " return torch.stack([bx, by]).T" ] }, { "cell_type": "code", "execution_count": 15, "id": "0cce336c-1130-48c4-afac-9d281569e729", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define dispersion observable\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" ] }, { "cell_type": "code", "execution_count": 16, "id": "2a0a663c-f76a-4720-ad26-ea945d5d774b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([672])\n", "torch.Size([672, 10])\n" ] } ], "source": [ "# Construct full target observable vector and corresponding responce matrix\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.flatten()])\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 17, "id": "5c91770b-6b5c-462f-ab3f-d2d0c5d20a71", "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": "57f8db18-a934-4b29-bed0-cb7ac470693f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 708,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\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": "95d0b672-6b94-4e22-bdbf-93d7bcb9d174", "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": "a4645fb8-ea28-415d-ab83-63ef28fb1764", "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": "2df82603-d898-4c0c-a306-ca0047282af8", "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": "366da8de-21b7-4c65-8389-7f426af186c3", "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": "4408c047-c379-4865-a2e0-b13b2d08acee", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "81334399-7fee-4a26-a9fc-67371accfa3e", "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": "3a18fd9e-7eaa-41fd-b458-ba757ba93a6b", "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": "9b19e13a-6216-4e79-b26d-881c274d3784", "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": "cb3721fe-c74f-407d-8c9e-1e43490a8b72", "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": "5f7d5a51-a0de-4f08-8a43-8aef048fb720", "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": "808123ee-a4f7-4e90-b4f5-090171642e96", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector (emulate tune measurement)\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", " _, bx, _, by = twiss(error, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True, \n", " advance=True,\n", " full=False, \n", " convert=True).T\n", " return torch.stack([bx, by]).T\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, [6, 4])\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": "fadc2381-9b0b-456c-a468-30db07c6c769", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(64.2600, 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((6 + 4)*[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": "59c4cec3-e641-4462-a3dd-a19325297cb2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2600, dtype=torch.float64)\n", "tensor(3.6719, dtype=torch.float64)\n", "tensor(0.3128, dtype=torch.float64)\n", "tensor(0.0688, dtype=torch.float64)\n", "tensor(0.0533, dtype=torch.float64)\n", "tensor(0.0524, dtype=torch.float64)\n", "tensor(0.0523, dtype=torch.float64)\n", "tensor(0.0523, 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((6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 32, "id": "497423c0-9ec7-4dfd-b9a3-ddeb6f88e990", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [6, 4])\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].kn = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 33, "id": "5deb4a57-c270-4071-91ba-dbbeb5772c40", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.2160e-06, dtype=torch.float64)\n", "tensor(7.9252e-07, dtype=torch.float64)\n", "tensor(7.2393e-08, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\n", " value = global_observable(global_knobs)\n", " residual = global_target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 34, "id": "479fda4e-548d-470f-9a78-c19a96806581", "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": 35, "id": "f9a435e4-e35f-47e1-bcde-8ab1876cbb6b", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 36, "id": "1248c541-a998-479b-ab38-6b7e12ac9e8a", "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": 37, "id": "531d8c56-fd14-4342-b2aa-cc78abd17cd6", "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": 38, "id": "3b3d8afa-5f78-4da4-9fee-ba6facb7f6ec", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 39, "id": "469c1629-f03e-470b-a2c9-8dc6d1b5ed36", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 40, "id": "c71c2215-5578-400f-8d8f-ad610ce2157d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(4.6522e-05, dtype=torch.float64)\n", "tensor(6.8088e-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": 41, "id": "5b89b02f-0ba7-4e08-88cf-047a05f60479", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0004, 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": 42, "id": "88147e8c-84a2-419e-94ff-61c266237935", "metadata": {}, "outputs": [ { "data": { "image/png": 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qaoXOcxWl5s0DPvQh+vrmm+k9GYZhssGiFMMwDDOJaFSz3//Hf+Tmnqis1NL9eDLKMPalkPWkAK4pxTBOYHQUCATo6+bm3N/nc58DysqAzk7g0UetOTaGYaY2LEoxebNhQ/qdNtrb6XWGYZzFn/9MtSUaGoBPfjK395AkrivFME6g0KKUcEpxP8Aw9kW4pBoayCGdK3V1wKc+RV/fcgsQDud/bAzDTG1YlDpGsVJIkmXgjjsmv197Oz1fiFQAhmEKx/AwcNdd9PVFFwF+f+7vxZNRhrE/7JRiGCafIufJrF0LNDZS3/KnP+X/fgzDTG1YLjhGsVJIamsDLrxw4vuJ97nwQnqdYRjn0N5ONv7WVuD978/vvdgpxTD2p1hOqeFhrjHDMHZFFDlvacn/vXw+4POfp6/vvhsYHMz/PRmGmbq4S30ATGkQQtEddwAHDgCrVgEPPwz885/Ae99LtWA2baJtouNx7VF8ner5lhbgqquAa6+lYqksSDGM8zhwAPjLX+jrL34xf6ejEKW4phTD2JdiiVKxGKXy5OO+ZBimMFjplAKA972P5hI7dlAGxle/as37Mgwz9WBR6himrQ3o7QX+53+o9ouqUmHDrVvpfy4MDNDW0tXVLEgxjBPYsIGEJ3G/3nILicynnEI77732GrBuXe7vz+l7DGN/Dh+mx0KJUj4f4HaTKDU8zKIUw9gR4ZSySpSSJGDWLOCpp4D77wc+9jFg7lzt9fZ2WtzOJ8ZgGGZqwKLUMc6CBTRouN1ARQXw8Y8DLhf9l2XtUXytf03/ussFPPcc8MYbtGtXMEiDDQtTDGNvRCovAKxYQcGjJFEtCJGCmw/slGIYexONaqk1hRKlJIkE6v5+qitVqM9hGCZ3rBalAGDePNrR79AhYP164Cc/oef1ZT4YhmFYlDrGuftuckg1NlKQuHhxbkJSezvZc089lSafJ52kTXRZmGIY+6JP5ZUk+rq5Gfjb36xJwWWnFMPYm6NH6dHr1e7XQlBVRaIUC9QMYx+EW/pTn9LSeEVNKSucTG1tQF8f8MMf0q6+a9eSA5vrzjIMo4dFqWOY9nZyRTQ3A7ffDrz1Vm5Ckn61Y2iIdtlYuhRYvZqFKYZxAm1twJ49wPXXk+sxFgMuvtia+5adUgxjb/Spe0KYLgT6YucMw9gD4Zbu76dFap8PqKuz1sl0+eXASy8Bf/878NGPUpYGC1IMw+hhUeoYpb0d+N3vaOBpbgaOP55qyADmhSRF0QaXe+6h53p7gW9/W3udYRh7s3QpTUgrK6nei1XBIu++xzD2RjilCp1SV1VFjyMjhf0chmGMI8b6X/4SGBsDTjsNuOsu651MP/wh8OCDVN7D7WZBimGYibAodYyiKMB73gM8+SQVIRQrmGKQMCMk6W29jY30KIJcpw86yUWg9XCBRmYq8de/0ippWRk5payqCceiFMPYG+GUmj69sJ/DTimGsSdtbcCWLcCddwKPPQbs3m29k+kf/6AYIx63NsZgmFLC80TryHOzb8aprFsHzJ9PXx9//MTX2tpyv4GSRSmnI2zN7e0Tnxe2ZtlGd9CGDZOPU9DeTq8zTCra24EnniDX5I9/TMFoqnafC1xTimHsjagjI8bvQiH6AnZKMYz9OPVUckvLsvVOpvZ24P/+j2KM5cuBT37SuhiDmXo4aT7jpHmi3WGn1DHMG2/Q4wknWPee06bRY28vrYgUsj5FMdAXgRbf6/Ps7bTKo99FTX9cvMMJkwnRPubNo/u1uRk4/XR6zYqacMIpFQjQ6qibRx2GsRXFSt9jpxTD2JdHH6W4XdSVtMrJJGKMz30O2LSJROlzzgHKy7nuLJMaJ81nnDRPtDs8PThGUVXgzTfp60KIUuEwMDqq1ZBwMqJDufFG4Ec/ol1JLrrIfh2NvmOMRoH3v5+CDO4YmUyImnAiWGxupudzSeVNRWUliV2qSpPR+vr83o9hGGspVvqeiAdYlGIYe6F3S3/pS3SvWiUY6evObt5MccbgoHUxBjP1cNp8RhzP9ddTtkFLC4mwdjtOu8Oi1DHKgQMkGnm9QGurde/r9ZIzYmiIVl+ngigFUMfyne/QOaupsW9HI47re98DvvlNYPFi4LLL7Hu8TOlZt45cTCIAFaIUYE27kWXqB4aHqV9gUYphSo++DkZy+l6h6mCwU4ph7IdwdZxyCrB/P8XxqdwfuaLvR+rq6DMGB/N/X2Zq47T5TFsbcMUVQChE7dyux2lnONPxGEWk7i1aZH06jXBLTZW6UgAN2tEoOT6iUXvnwbe10TGqKj1yx8hkQzglqqrIUm81PBllGHsh0iNuvZVEaYDS9wpZB4N332MY+yGcTCefTN97vfTY1kbPW+lkEun8QpRimEy0tQGRCM1nYjF7z2fa26mIvyRRtpCd54l2hZ1SxygidS+5yLkVNDYCu3ZNHVFKBOlz5gAVFcCqVfbOg9d3jJEI73DCZKenhx71LikrqakhdyYXO2cYeyDGhJtvpgniwoXAxo2FTY9gcZph7IdwMv30p/QoRCnA+n6gtpYeWZRijKCfz9h5x0YxT5w1i+Ld5cvtPU+0KyxKHaMUosi5QKQA9PZa/97FRl+s7o9/pBXld70LWLbMnh2OvmOsribR0Y7HydiLYohSAE9GGcZOtLXRAtIvf0n35shIYet18O57DGNfIhF69PkK9xksSjFGEfOZmTOp3axebc/5jH6e+Ic/kEtq5Ur6b8fjtTOcvncMEg5TIAoURpSaSul7wtb8mc8AwSA9F4kUxtacL/qOURSsPflk+p633mUyIdL3Ci1KsVOKYezFu99duG3gkxHpe5EIxSEMw9gHIUrpnVJWw6IUYwT9fKahgZ5717vsOZ/RzxPFPTQ0ZM95ot1hp9QxyFtv0U3S0KC5mqxEvOdUEKWErTkUopxmQOt07KZ863c4ufNOem54GPj617XXGSYVwilVqN23hEOCRSmGsRd//3thtoFPRVkZfU48TmNTIeIPhmFyQwjFLEoxpUbMZz71Kc1tFA7bc8dGMU+MxbR5ooh17TZPtDssSh2D6FP3JMn6959K6XsCUQgW0EQpu6HvGEWHPTpKj9wxMpkoVvoei1IMYx/a24F//IPu+7VrgeOOK2y6gSSRW2pwkFL4WJRiGPvATinGLoj5jD7VW4imdp3P6OeGHOvmBotSxyCFLHIOTC2nlMAJopRAnxbBNXwYI3BNKcYsGzZQyleqALG9nYRx/VbgjL0Q6RFnngm8/rr128Cno7qaJqTcFzgLvt+nPixKMXZDlE0B7D/30h8ft+/cKFhNqS1btmDVqlVZf66rqwvXXHMNNm3ahGuuuQaDfCULTiGLnAOaKDU6SmlvUwEndYx6UYoLyjLZCIW0VR1O32OMIsupazsIsUPmipW2RqRHnHoqfV/IbeD1iLpSPDY5C77fpz7FFKWGh+2VgsXYE/0c0u51CPXHx7FubhTEKbVp0ya0trZiy5YtWX927dq1ePnllwGQQHXxxRdj48aNhTgsBuRe6u0lG/2iRYX5jPJyqh0RDNJnzZpVmM8pJk51SnHgz2RDFDmvqAAqKwvzGeyUmnqkctXoi5Pa1WLPEMLVIq5fIbeB1yMEau4LnAXf71OfYuy+J+5/VaU+QIhUDJMKJ4lSyel7qlqYEjlTmYKIUuedd56hn+vq6prwfWtrKzZv3lyIQzqm0duuRepeaysJR4WyXTc2Avv2kQjGolRx0R8fi1JMNgqdugewU2qqIiaiP/85cO21tPMqT1CdRTHcEXpEX8Bjk/MQ9/VNNwFXX033+8UX8/0+VShGX+B2k1tyZITiARalmEzos1TsLkrpj0/sMOv3l+54nEhJDbebN29GfX39hOfq6+sNOawY4+ht1/rUvULarqdaXSkniVL6lYWxMbZIM5kphiglnFKjo7TzFjN1WLIE2L8fOHCA+hqeoDqLUolSLFA7k7Y2iut6emjh8TOfKfURMVZRrL5ACFEDA4X9HMb56Oczdp97JR8fj3HmKakola5+VH9/f8rnw+EwhoeHJ/xnsiNqRNxxB/CnP9Fzhw4V1nY9bRo9sihVfJJXE8QOfAyTimKIUqKODMAOianE4CDwxS9qNvVweHLNGcbeFFuU4ppSzqa9HYhG6X4fHga+8pVSHxFjFSJ2LJYoxSWEmWw4qZ5v8vFx+zaPLXffSydWXX311bjqqquKezBThLY2cih8/ev0fSgEXHZZ4Va12SlVOpKPb2REW51mmGSEKFWoIucA4HKxZX+qoarAZz8L7NpFgmZzM7BmTWF3bmOsp1ROKV5TdB7CXb9oEcWTPT3A738PzJ0LfOMbpT46Jl+KUVMK0MZ/dpIw2XBq+h7A7TsXSuqUqq2tneSK6u/vR22aGcuVV16JoaGh8f/79+8vwlFOHT70Ie3rysrCThqEU6q3t3CfUUycJEold4y8Is1kohhOKYDTdqYaX/868OSTwIwZlMIHkCglXLnsmHIG7JRijKAvaj53Lj134om0mPHznwO3317a42PyIx7XUus5fY+xC04tdA5wrJsLJRWl1qxZk/L51atXp3ze5/Ohurp6wn/GOHffTavbLhcQixV20jDVnFJOspDqO3GAg38mM8USpURdKR6onc+BA8DDD1Ob+d73gHnz6PlAQEsX51p2zoCdUowRFEUr9yBijK9+lQTp2lrgscdKeXRMvujjWk7fY+wCi1LHFgVP3xscHJzgfNqyZQtqa2vR2tqK1tbWCT/b1dWF1atXp3VKMbnT3g788Y80iTjpJODccwubZiFEKXZKFZ/k4+Pgn0lHOKwFhsVySnF7dDaxGPDjH5Mb9uSTgU9+EujooNeEeM+pe86Bd99jjKDfoVlMFFtagG99C/j2t0mofvllYNWqkhwekyelEKV40s5kw0mGAK4plT8FcUpt3rwZV1xxBQCqA7Vp06bx15K/37hxI6644gps2rQJ69evx8aNGwtxSMc0wnb9kY/QxNPvn1j8vBCOKSFKDQzQJMbpOEmU4kLnjFEOH6bH8nJK6S0k7JRyHhs2TB4f7roL6Oykvn3ePCp4XF5Or+n7ScYZlCp9j8Vp5yJEKb8fOO00iit7eoCrr54sNra3Uz/C2BvRD7jdhdmRW4+IBXjSzmSDnVLHFgVxSq1ZswZr1qzBz372s0mvJYtOra2t4z933nnnFeJwjnmE7XrxYmDzZgokAG01uxBpFjU1NLjFYkBfX2GLKBcDJ4tSHPwz6dCn7klSYT+LnVLOQ5YnOmq3bSNRqqeHiuGKFe+yMnpkUcp5lMopFQ7T/0IXVWasRVU194KIJdesofS9bduovtR//zeNJ/o6VIy9KdbOewBQV0ePXFOKyQYXOj+2sOXue4y1CNv1E0/QowgkgMKlWUgSuaW6uymFz+milJMspIUsdL5hA01UU7Wb9nYSOPU2f8beFKueFMBOKSci7vM77qB+5bHHqE8Ph4Err9ReF6KUvp9knEGxdtwSlJfTGKIo5OJlUcpZRCIkTAHafX/RRbT4ePXVVCbitNPIhSsEKU7ntT/FFKc5fc/ZFHMe4KS5lzi+8nJaoOP2bZ6SFjpniovecl0MxA58U6HYuZOdUlaKUsI5kZzSI1ZEC237ZqxFpO8VU5Rip5SzEKne118PPPQQTT71ghSgpe+xKOU8iu2UkiRO4XMy+nQafSz5rW9RfbmeHuDTn2ZBymkUsx/QL1AJgZNxDsWcBzgpfU8cnyhfw6KUeXgKeQxRbFFqKu3A50RRqhAFZVPVItNb9DkAdRbslDJOqvpKgqleN6WtjVKxVRVoagIuvnji65y+51yKLUoBmijFxc6dh4gjvd7Jk89f/pJEx1iMHqdyPDDVxoNSiFKqysK0EynmPEAvSuldmnZE3ENNTfTo1Fi3lLAodQwhVrHFBKLQTFVRKhq1d8coRCnhVLM68BcD0q9+RTs5siDlXIQoVYz0WiGSOnWgdpJL0OoJU3u7NtFU1cnvzU4p51IKUYpdk84l0+LmPffQoyRRuzK7iY6ThB4njQdGKGY/4HZrwjQXO3cmYh7w618DS5cCt99emHmAPqZQVXtvnJVKlLLzXNGOOKzbZPKB0/dyJ3myFY2W5jiMUGhRCgA+8xlg/37aBjoUYkGqkBQyUGenlHGc5BK0csIkfuekk4Dly4H3vW/ye/Pue86llE4pFqWcR7rFTdFPzJ1L/cQnPmF+d2cnCT1OGg+MUOzaclbtwOckIXOq0dZGMeTBgzTPKESb1zulAHun8CXPvVSVdz83i426eKbQlCp9r7e3OJ9XKOLxyR2hnVP4kjvGQgT+N95InyNJ9Gh2RZQxTqEC9UgE6O+nr4spSo2OFmbHz2IgJiLXXgscd1zhVgfzxaoJk/53Fi+m5z74wcnvzel7zqWYu24JeCdO55K88x4wsZ9YtIie+8AHJvcT2XCa0COO94YbgPnzgd/9zp7HaYRii9Oi2Hm+opSThMypRns7tRtJosXGQswDkg0BdhalxD1UUaEt1Dl1EbZU8O57xxDslMqNVCkpThKlrFbq29tpMt7cTP9XrZq4bTxjLfod0MT3VgTqR47QY1mZ5lwoJOIzVJVW1YRI5TTa2oBvfIPcktOn27fNi+O64QbguuuAhgbz7UVRtN/5ylfoOZ9Pew8hLvLue84kHqf/ANeUYowh4ki9U0rfTzz6KD0XDE7uJ4wgfuemm4Cf/pQWNy+6yN797Pe+RwJrba19jzMbxRan6+roMV9RqlDxEZMZcY5nzqRFhnC4MPOA5JjCznMvvbBbU0OLdIODwKxZJT0sR8Gi1DFEqWpK9fbSRFSSivO5ViNW/91uwOWiztcJHaMQpcTxWhFsiIFo4ULNZfP2twPLlrEwVUjEOf3FL4Avf5kCuh/+cPK5NrMdr76eVDHuTbebVpDGxiiAd6oodeedJEjp66bYtc3rBbSaGvPHqW9HyYsavPue89GnobNTijFCqsVNfT+RLFDn0je2tQE/+AEwMECfY9f+FZhYby8YtPd4kAknpe9t2EAOKHGe29oozv3+94HLL6e5x7e/7czr4ATEPGDdOuDuu6n9+3xayi5g3blPTt9zwtzL56P23d3NTimzsLHxGKLYTqn6ehqo43FnFzMUwVV5uRa427ljFNe5rk4TG6xakU4leIhc8gsvdG5alhNoa6NJXCxGOfydnRNfN2tXL2Y9KYHTi523twO33UbnbPly4EMfMl83pZjoBbRQKL/jzDR+cPqeM9GPY+yUYoyQbXHTCtekPi0ol4LpxUKMuQsW0HiwdKm9x4NMOCl9Lzllb2QEeOUVysoYHqZFcBakCodwRp5//sTC44sXWzsPUFUt7nAnLDROSN/zerX27dRYt1SwU+oYotiilNtNwlRfHw0Wwq7rNMREq7xcW1m2syglOm2/H6ispAF7dJTSd/Jl3Tpg376JxSNFeiAHAYVFrMiKlcwbb6Tvr7kmN7t6KUQpsXrkRIeEOMcf+xhw33303FlnAa2t9nQJJqfZnnZafsep71eS0TulnOyKPdYQ45jLRf+LBTulnEu2ODJf16ToZ487jvqRhQvt27+KMfehh2hca2kBPvIRex5vNoqdvpePKKVP2QsEgJdfBh54QMsIqKtzrmPNCYiF6b6+ic+/8grwrW9Z9zl6Aaqmhj7PzqKU/h5y+sY+pYJFqWOIYotSANlohSglCmA6Db0oJQItO4tSegtpdTWJUlYG/6+8MvF7Xu0uPCIAXrSInIexGLBlC/Cb3wCPPUbio9n6CaUSpQBnDtRidfDkkzVRKhLJrW5KoRHt5ZOfBDZupOdOOw1YsiT3CVOqAscCMRGNx0m4L6br5lgiOW1Fj5nUXUEpdt4D8helrD4PjHEy9QNAfk4pvdDzj38Ahw4BK1cC73yn/YQefR2tv/6Vnuvpsed4YIRip+/lW+i8rY3ioO98h/qRaBSYMYMWidassV97mYok16t99VVr31+fulddbX9RKjl9D3B2llAp4PS9Y4hUBSoLzVTYgU+IUmVlzkjfE522z1eYNAkx8LS00CNveVpY9IH6vHn03M9/Dpx7LrXDri5yJRoJvvTbJ+trSonPKfT2yU4Wpdato3OsP3Zxr7W12WsSLCZMH/mI9tzwcH5ptpmcUvrnOIWvcFi901SpRKl8xyXecat0ZIsj80nl1Qs94vfHxuxZHkCMB4B2Tvr6SByx23hgBCel7wlWrqRxLRKh2Ojss+n5s882v/MjYx4R+9fVUZ/b3Q0cPmzd++sFcCGWOmHuxU6p3GGn1DGEGDiLtRICTI0d+PQ1pUSHaOeOUX+drRalVFUTpd75TnJhsChVWPSB+sMP03NlZVTHQgSQsZgxu7qYzAETnVJ64auQOL2mFDAxiE4uwmkXxIRo+3btOXHOc1k5VpTMK+myTM+Hw9RfigkHYy1W7zTlVKcU77hVOrLVlMonfU8v5Ijfz6dgerEQk1FVpUm5E3fbcqIo9ac/0TmvqqJd4PbsoedDIec61pyEiP0bG2mR+o03KJPinHOseX+9KCXapdOcUk6OdUsBi1LHEKVK3wOcLUrp0/fE13YWpfQdo9Wi1J49FET4fMDb3kaiFKfvFZZUO6A9+CDwz38Cc+aQOHjGGcbs6uK1228Hjhwhl9TjjwN//GNhJ3Mi3UYM1PrJqNPSbfRBhp37AYBcBoJ8giN9IJhpMipEKaZwiHv05puB66+nyV2u926x68gIxLgUCpGzxOMx/x7i773pJuCGG6hvYUGq8GSLI60odK4oWtu0u/MyFqO0ZUFPjzNFqVLVlBoayq0OYXs7cP/9wNy55IxatQr47ndph18nCJlTASFKVVZSaQCrRSm9K1MshjlBlOJC57nDJudjiGwrXIVgKjil9KKU3dP3VLWw6XuintTSpVrhehalikcoREHvn/8MfPzj5HIKBrX0BiN29bY2Ktbd3Q289lrhBSlAc2i99BJ9LwZqJ6bbpErfsyv6iWE+wZHeEZZu0sI78BWPtjaqt7Nnj5aWmQulckpVVlqzM+xnPkPnYPfuifXdmMJhVJTKpx/Q91t270+SY0HhQHYaxe4LxAKVqpp3TIq4Yc0aioF8Prr3Tz6Zzv/f/2798TKTEaJURQWde4AyKVTVmvfXz1mdIEpx+l7+OGgqwOQLO6Vyw0k1pcTugEBhRCmRunfyydp7c/pe8QiFaMC/4ALg3/9dew4wV3djzRqaFLpcxutR5YM4tieeoKBxaMi56Tb6dAM7B0iAdU4pfUpwuhXtfHfdYozT3k5tT5KA/v7c66aUSpSSJBKmgPzGpmuv1c5DMMj1Y4pBtkLnVvQDeiHK7qJUcgo3i1LGcLu1PsBsCp8oaXDGGfS9aIunnEIild3H5amC3im1dCld0yNHaMHTCvRzVifUlNLfQ1zoPDdYlDpGUBRNsCiFKNXba516Xmz0NaXsLkrpB2Ov19qtt/X1pFas0AKKaJSDgGIgdt1raSERJ1WahNECq5s20fV0u7V6VIWmrY3cXT09wL33OlOQApzllNJP6PLpA4wsaLBTqjgIMXf2bGD5cgp+b789t3u42Dtu6cl3JVmch+ZmOg9nncWFjYtBNse9Fel7ThKlkscAFqWMk2uKkygyn5xy6PdTf3DqqVYdIZMJvSjl91MKH2DdLnz6uMPucy9FoVgamChKBQLa80x2WJQ6RtCv5hRTlBLpe6HQxFV7J+Gk9D0xSAsHjBCOrHAzdXXRqrbfDyxeTOdDuCbYLVV49MGv36/dx8GgOcG3vZ22sG5uBv7t34q7S83atdRmYrHiOLQKgZOcUvoJnRU1pTKJF8IhYfdJpJPRuwvFgk9dXe6CTKmcUkB+Ll5xHlpaqB8DgNNP5x23ikEhd98TOCl9b6o5pYopUAtRamAgt99P3hFWPNp1A5Kphl6UArQUPlHmI1+clL6XKktFzI84hc84LEodI4ibW5KKG4DqU8icmsLnRFFKdODi3FvhlBIDzbJlJCjoUzBYlCo8ItCSJCoMLIJ/VTXeHsVk7uyzJ9ZiKNZk7m9/0wS0Yjm0rMZJTin9QsDYWO4rdkbqEVrhkGAyI9JWPv3piee5ocF46q6eUopS+bh4FYUEbr0YPzZmLoWZyY1iFDp3kiiVPAZYlbpUbErplMo1xSk53uUxqLiI+CKVKGVFZow+VdjuopQ+Bvd6KU7nulLm4d33jhH0gYTZXS7ypbGRVkN7e4H584v72VbgpJpSyXZmEfhbUVNKiFJi4AFoMBoZ4WLnxSC5ro9+UhAMGlvhFJPaadOA55/X3qMY2ye3t9MWzs3N1A+cf76xHQPthpOcUsnB+ciItkGBGYw4pXhCUHhEam6y6/jZZ4G77jI/tjvVKbVuHQncesTCiJP6EidSDFFKL0SFwzQu2XUzDHE+amtpbOjvp2MuRUpsPpRiJ858dyhLJ0qxU6o4JDulTjiBFqz7+oCDB/PfhdJJu++J4zp8GPj972kcqqmhPkG/sY+TdpouBTbt5hmrKUWRc4HTi507saaUuM5WFJMFqCPdupW+XrFCe97qQupMepLvYVnWBmqjEwBRi0EvcAmM1qPKBeHQuuACrRBpMR1aVhEOTwyK7BogCZLFi1wdk0bGD07fKx7iusoyTQIOHgQOHDD/PqUQpTZsoPs9lVOqvZ1eN8Jzz9FjRQU9OrU8gNPIVujcalEq1fd2QowBjY3a337kSOmOJ1dKmb5nlVOK0/eKS7Io5fMBJ55IX1uRwqd3aNt97iWOy+PRYlq9U8qJO02XAj49xwh2EKV6e4v/2VYggl0niVJikNY7pfKx0+7cSeehvBxYuFB7nnfgKx7JgiOQ+8pgqvcqJMKhpXdkxePOS7dJXtG1uyiVPJnLdUXajCjFTqnCI67rwAAFwQC5pfQYEXhK4Y6QZQrOOzroe7GgkS1oF2IWQMf98sv09ZlnUh2fp54q5FEzgmypvFbvvpfqezsh7qGyMq2+mRPrSpUyfS/XmlLJi2ssShWXZFEKsLauVKpC53aNucRxzZ+vLbbu2UPP/eUvzt3Yp9hw+t4xQrbilIVgwwYKMEWxc71Tykk2RifWlBLHKUQjRaEgUQSMZtHXk3K5tOetcmIx2UklDJSV0Sqj2QlAKqdUIRH3ebLLqLzcWYP0sSpKGRExefe94iEWSnw+YN8+EniffRb45CfpeX1B9EyUYiIq7vdrrqHjHh6eeLzp+gMhZgG0MBIOA01NlC7R0+PM0gBOQ1UnijCpEM/HYtqGFmZJHs/sLHSLsdTrpcL7u3c7s66Uk3bfEyS7u/SbvzCFJ50otWED7cCnqvmVi9HHvHZP39O3RTGG/fCHlM7b0wNceaWzYt1SwU6pY4RSOKWSV0SFKOU0G6MTLaSiA/d6tZX0fISjVPWkAHZKFZNU93CuK4PFdkoJ9AGvXe+hTCSnGdg1QBLo07yA3IP/bCk7AKfvFRNxjpcuBS65hILehx+mPt6IwCMoVU2ptjbggx+k4779dmPHq0/3/dWv6Dm3G3jkEXKozJtXlEM/pkneATYVerEq174gWVSwc5+iH0ud7JQyUjfQakR6Exc6dyapRKnjj6fxZGCAFkzyIdXue3aNG5PH0rY2mnuJDBUWpIzhEFmAyZdiOyMALYh84gkapI8eNRcw2wFVdZZTKlm4kKT86z7F48Brr9HXyaIU775XPFLdw7kGYaXoDwBt50DA/oJOKkTwbPdVO4Hou5qa6LEYTimeEBQefUr5V74CnHQSuTPOPNPc+FrKQucf/jD1B/E4iUtGjlfUvdu8mWocdnYCH/84iQFcU6rw6O/tdGOHy6W1p1z7gmQRys7XVj+WOlmUKkVfIDbdyFWU4vS90hGJANEofa0XpTwera7Uq6/m9xlO2n0vOUtFpJpLknN3mi4FLEodIxjZ0rsQtLUB//EfNEjfd5+zBCmAOt14nL52giiVqkZIvqLUjh0UJFZWAgsWTHyN0/eKRyanlNngv1ROKcD+K16ZEKLO9On0aNcASSAmdy0t9JhvoXPefc8eiOsqinxfcAEFv8PDxgUeoLSi1ObN2iqymaD9/e+nnwco/ef88+lrXhgpPEZ3cc63L0gWpezcp6RySnH6njH06Xu51DxNl77HolThEUKxJE2eV1pVV0pfdsbucy/9/SPMF2eeCSxfTufDSRv6lBIWpY4RSlnofN06TS02EzDbAX1w5KSO0efTCsOmEqXM7HIkBpblyyenXPLue8XDykLnpXJKAfYvWJkJsaIrnEd2/xuSRal8C51nWtTg9L3ioXdKAeRkVVX6b0bgKZUo1d4O/P3vNIlfs8bcLpx3301/p9tNtRL//nd63s5umqmCkTReIP/6ck4qdD4VnFKxmLbZSDH7ApG+pyi5xZDslCodYhGgomKyQC1EKVFXKldSpe/ZNeYSY+muXZr54uyz6bkTTnDeTtOlgkWpY4RSilJ/+pNW8C4ScdZNKTpFn48EGbuLUvpBWtT0EjtACJeEkZpe+p2OkutJ6QUtrilVPKxM38tWrLaQ2D24yIQQdZwgSulTj60SpTKJmLz7XvHQO6Xa24Enn6QJ8fnnmwt+SyFKifHnE5+gYw6HJ9aLynTc7e3Axo30e2edRb+zaROJAOGw5qBiCoPRDXPy7QucXlNqcNDeY0My+ni2mH2B26257XNJ4eOaUqUjVT0pgOYGL75I12RoiAr/C8wshgPOLHTudmvZQHqR1Gk7TZcK3n3vGKFUolR7O/CHP9Bg3dxMuwOJHXSc4JjS15MC7C9K6QdpcX5/8AP6fnTUeE0vIWjp60mtWDF5VydO3yseqSYEuabv2cEpZdd7KBPJ6XvRKAUZdty0Qd8mrErfSzV+iF1W3/Uu+l4/gXTSLqtOQriCOjpo0eEDHwBeeIGuuejXjYyzpRClFIXGj3e8A/jHP7RjEMeZLmgXY8+55wKPPqqNcYoCXH45/czYmOa+YKzHaByZrzggfq+8nPoTJ4hSL7xA95E45p4eYO5ces3u/WCpRCmAUvhGR0mUmjPH3O8mp+/pd36MxyfuFM1YSzpRSswdxLV49VWgtdX4jrB6UqUL21WUEse1cqU2liU795ww5y01LEodI5SippS+E/rDH+im/bd/o0HbKcKU00Sp5EG6rY12Zfrb32h70unTjdX0Eq//+tckOC1aBDz9NE1A9b/PTqniUYhC51xTyhzJTimA/o5SnMdsiL5LloHGRvo6X6dUqr9TBKFC8BKfm0sQyhhDnGOPh87vccdpohSQXeARlEKUEhPzAwfoUT/JyDQuCTFr8WJNlBLvd/319D6joyxKFRKjcaRV6XsNDc4Rpbxeio+EGCJEKSf0g3qXR6ZaYYWgpob6glycUsnjkn58CoW0mnuM9aQTpUQf/tOfklv7lVfoZ3OpJ6zvb0QaoF3jxlRjqd3dXXaERaljhFJMQkUQ2dYG/PnPdGPqV3KdYGN0miiValvfM88EHniAXB1manq1tdFE5/e/p/cdHtaup3BHvPe99LN6Ucruq4JOJdU9nG/6HteUMkdyTSmA/g47ilLCTVNRoU3Uc3VKZSqML/qT3/2OdlhtbtbSsJy0qYWTENf2nHNo97ktW+h7fS0Vu+++Z3YsFePJk0/So77vWryY2h7XlSosxXJKibhr2jRg/357i1LinJx9NnDKKcD3vkfxYk+Pc3abTl7MLCai2Hk+6XuiL3G7KS5VFBalCo3oa5NFKYDa+oEDwLXXArfcotVUMnsP6GvYiQ2n7Bo3prqHOJ3UPDZMOmAKQSlEqXXrJtsY9Su5ThAtklcG7S5KpXLTvPiiVtPL7Nakq1bR77lcEwUt4Y7429/o+0CABg0j9aqY3ChEofNSOqXsGlxkQjiNamvJpQLY9+/Qp8AIUWpkRAvucnmvdO1F1Evo6QG2bnXGRMzJJO++l2vwawdRKho1Vww3laAuzgOLUoXFbKHzfEWphoaJ39uR5JIJ73oX9YP/9V/O6QdL2Q/U1dGjWVFKVSfHRJKUe0kDxhzpnFKCz3+erofZxXBBLKbVCNQXOo9E8iueXihS7Xzu5Fi3VPDU8RihlJNQIPfJc6lxmlMqWa1vb6e0u+Zm48Vk9Tz+uLbTkV7QEu91zz3aTjO33uqcIMyJFKLQeSlWRp06UCuK5jSqrbX/36HfoU2k2QK51X8z0l4uvJDEaCGAcx9QOJJ338tXlCqlY1J/HEbIJEpxGnlhMVro3KqaUtOm5fc+xSA5tj73XOr/wmHn7DZdSlFKLJiYFaWiUe1rdqcUH/3ue6n4618nptyZ3eBKP1fUi1LAxGtvF1KNpbwbpHk4fe8YoRQ1pfQ4daBwmiilD9iFa2nNGnIviF2OAGM1vdrbgWeeIUHryisn/5743csvBw4fpvf/whecEYQ5kUyFzp3klLL7PZSOkREtyKqu1jYPsKsope+7XC5a0RwdJbeXSJkwipH20t5OkzH9LqvcFxSGZKdUrv1AKSej+uA9EjEujKVyjIrVehalCovRODKf3fcURbvGwillZwdcskgqnOmKoi3k2b0fLOUiVa7pe/pxV99/sRBQHDI5pcQGVy0tVMd27VrzdYTF9RNZGnrC4dKMWZlI5ZRyqhmjlLAodYyQqSZIMXDqQOFkUUrU9Jo+XROlAGM1vYSgtXw50N9PnevatfRasjD1zW9O3kHJakQNq1Tvb4caVsU4vlSBoxOdUrneQ6VuAyJorqykIMnuTqlk4aKmRhOlzJJNlBL9RWsrfd4HPuCczSycSDqnVDhsbjfIUopSLpdW/8VMXyDaov6YxcTIzuLFVKAYNaX0vyOcUnZO39Ofk/Z2KsLf3AycdRbw9rcXrh+0cjx0YvqeGHeTRQur5xqljjsyUcpjSydK6euo/d//UZ/84Q/Tz5m5F5L7GpeLFrxU1Z7zr2yFzoWDnMkMp+8dI9glfc9pTql0NaXM1sEoFnqxQdT0SjV5zlbTSwhaS5bQ9+LvF2l7QtBqb6dBUe+OsIINGya+l6hh1d5O/zds0D7fDjWs9Menx8rjS1XPI5f6CfpcfSfVlCrGOc6Evp4UYH9RKlm4qK6mx1yKnWcaP/RB6OLF9Nw555hPFWaMk66mFGBuMlbKySiQ2z0kjlnfFjl9rziYFaVyEZPE77hcWmqXneNG0XYfeoj6u499jESp0dHcSiYYxcrx0A7pe2YXS9ItrFktSpU67shEKY8tnSil3+BK3y8nzx2ykTz3kiR7x1yp7iHRFu0qpNkRdkqVmGIp3UYLVBaKQhQfLMa5S+eUAkiYsquFVD9Q5+JMEefta1+jR/H3A9r5FgPf0qUkcpx2mnWrgmKwFe8l3u/qq+nxq1+11842+rTIjg5KaXzkEWuPz6pC5/p24KSaUvpzPDQELFpE9cw2bChOGxBBswii7RwgARMLnQO5B/+qmnkyqg9Cn35a+2wn7bLqJFR1suDo8Wiuo2BwYn+diVKLUl4vHW8uTil938VOqeJgNI7MJ31PH3OJ97GzU0rv2LnwQoqDHn1Uq91XqH5QPx4eOgSsXk2PucQcqVKPioVY5BkYMPd76UQpqxfA9ef5tdeAr3wFeOwxe8Se+mM7cgR4z3uAbduKc2zpRCn9nKuyko5L9MtmjidVX+P1Uv9vx5grkygF0HGXIt52GgUTpbq6urBp0ya0traiq6sLl1xyCWrTFLLYktjPeOXKlejq6sLg4CBWrlxZqEOzFcmTb4F+wm0FU9EpVYxzl0mUikScIUqJa55LRy7+/uQaEvpz/OabwL/+BbzzneSsskKY0g+2igKcfjrw/PM0wIXDVONq3jwSp0otSAna2oCuLuDGG4E//hE47jhrAwOrCp2L95EkbQe5YqLfRcUs4lx+97sUFBWzDYj0AqeIUiIQFKuVuTqlYjHNFZpq/NAHocl9jV3uzamESAUAtGsrdp0KBIz3Bfrdq5zklOLd90qH0ZpSVqTvlZU5Q5QS4+mnPgXMmqVt/KJ37RWqHxTv+81v0iLpokXAF79o/vNKueGBmBYODZlLccomSllZKqStDdi+HfjNbyi2W7Cg9IKU/tgUhdrAT36SexswS7ZC50B+tf5S1VC1c8yV6h6SZYqxo1H6e0TsyKSnYKLU2rVr8fLLLwMggeriiy/Gxo0bU/7s+vXrccsttwAA1qxZk/bnpiL6yXckApx3HnDffdYr3VNRlEpVtNtq90yyKGX3vOZM25LmMkinC0L17ogf/YieExZd8Xq+tLUB+/cD3/gGvZ+qki3+8GH6emjIHkGBnpNOovYxOmr9DmSZCp2bua/0jqtS5LiLtplrYPGZz5CDT0yqi9UGnOaUShaUc3VK6fuNbJOWfPoaxhhCeNGnMwB0nc2IUiKFFyitUwrg3fecQrbd94R7fdEi+l4vJhl1r6cTpexakyXZwSwm4pFIcRYuzz+fFmaEozWX8bCUjkkhSikK3b/6nWIzkWqRDihc/drGRmp/waD9dlU8/XQgHqc2MDBQnGPLVOhckM9iQaq5Rz4LmoUm3QKP36+JUkx2CpJx2tXVNeH71tZWbN68Oe3Pr1q1CgMDAxgYGMDDDz+c1lE1VWlro1oc3/wmcMop1gtS2dIvikGhdiEQeco//SkV9F6/3tpzlyqv2c7FzlOleOVzvMkpQAJRrwqYnDqRrV6VGerqKFiRJApezjqLViMliRwfd95pzedYxd/+pgXPQ0PW1pHIVujcaI0zcU1LZSXO9/654QYKwCSJJivFqlkknFJOqSmVqtA5YN4pJfpst3vyLjjJOLV2oJPQX1f9JN3sudfff6UWpfJ1SvHue8UhWxwp3OuPPELfi7ZopsZNqvQ9vavPTsRiNBYBWnvU35ciha+Q/OY3WswxMpLbeFhKx6TbrY1RZlL40rm7CiVK3Xsvned43Nr6qVZw441aG+jrA26/vfCfaUSUssIpZdVcptCkE3aduslXqSiIKLV582bU19dPeK6+vn48TS8VtbW1x5wYpefjH9cmWVar8JGINmHNZrsuFIWcrLS10Q5xkQgNylaeu2SnFGDvjjFVwJ7P5Dld+p6eQk4IHn6Y2u6sWdS5P/IIrQq+7W20M89vf2uf4KC9HXjiCXJzLV9O/60qcKqqqXPsxXUx49wr9U6c+bTH9nYSIsU5nju3eMW0neaUSq47lK9TyoiIyQFY4Um+rgKzCz/6/qIUabyAdU4prilVHLKJUmKR8P77KY0tGDTvXtfHXHo3rx1T+PR9vzgnklQ85157O/D732vj4ezZuY2Hpa4tJ6Z+Znbgy1bo3Mq5xm9/S/WkxHn+yEfss4lHezsthopja2wEfvWrwh5bLKad/0I7pfR9jZ1jrnQiqZ2P2Y4UJH1vME3P0t/fn/bnN23aBAB48cUXcemll6K1tXXSz4XDYYR1V3Y4l22EbMqrr2qrQbEYdShWp+4BpS90XojJyk030XmTJOr8rDx3ThWl0m1Laga9EFIKUaq9HXjxRRpsP/Qh4M9/pufdbuDEE+n8C+EHKK2dWgTeCxdq7aK8XNt5J9/jS1fXJ5dCimZEhkKQqwVbnOPly4F9++i58nLgk58sThtwqlPKKlHKyNiRT/06xhjJDjhBrk4pr7d0aVG59AWpRHVO3ysORgqdi0XCq64Cjh4FenvNudf17mxJ0tJSAwEgaa275OjrM+pdpFVV1BYL2R7FePjOdwJbt9JzbjfVtjI7HpZKlBLpnrW1wMGDE8embOme6eIYqxfA29uBW26hOLS5mZ47/XQSf0ode7a3kyuqtpbujVNOodqrZWWFPTZ9u85UUyofUcppNaXSuQ3ZPW6Oou6+l06s0hdBb21txfve9z7s2rVr0s9dffXVuOqqqwp4hKWhvR144AGgpYVS0KyeZImbW+zQUwoKdWO2twO/+502YEiStefOSaKUomh1QlI5paJRc3UZolGtNlSm3ZwKMSEQAdfMmfTZlZVU3Byg58XW87W15raZLRSixtbDDwMHDtBznZ3Adddpr+dDuro+skzfh8N0bxkppFhqp1SuNaXEOX75ZU2UCgaBc8+lNl3oNuA0p1SyeCEKnRdDlOIArHBkc0rlIkqVilz6AtEe9cfNTqniYLTQ+Wc+A/zwh5TqZNb5n+zOLi/XRCm7Ie6h5PqMxUgnFeNhKKSJUvE4CSZut7nxsFR9gUj3FHWkxBTRyGZFxUrfUxRaBBVxHUAuQDvsLqsowDnnAP/4B7W5L32JRKlQCPjEJwp3bPoxKNOcMp/7gJ1SxyYFEaVqa2snuaL6+/vTpud1dXWN77Ynduvr6uqa5Ja68sor8TWxRz3IKTV79mxrD77IiM73oouAhx4CuruBU0+lm90qcaXU9aT0n23lZEWcuxUrgN276Tmfjwo/WnXuUtVUsqsolcpKDkzsJCMR4w4ZfRCYqe0UIgBTFOCznwXuvpsCrYsvppUpwf79wFtvkcPwv/+79AVQ160jwe9//5e+FztubNtmrbCcqq6P36+JUmbeq9ROKbODtDjH99xD37vdJMIeOFCclUoh5hxrTikzIian7xWebE4ps+l7pRSlcnFK6YUAgX5F3q4FsacC2QqdC0T9HUmicdCMez1Z+LLzDnzpxlIRExWyppRwEP3whxOff+st5+y+J47zhz+kmGlgwHi6Z7p5jdVj0Lp1wDPP0NeNjeT+6+6eePylYt064A9/oK+XL6cyF8uWAR0dVI/1ggsK87lG6knpX89HlNL3NXadewGZC50DHBMZpSC+mTVr1qR8fvXq1ZOe27JlC84666xJzyfXpAIAn8+H6urqCf+djn4Xs/nz6bk9e7TcfCuUbqOrW4WkEIXOxbnTa52hEHD22dacO336mtNEqVTpe4C5868viJ1pNaQQ23GvWwd8+MNaQWt9d9DWBlxxBXX2Q0OaIFlqAgHt/J56Kj2KFcx8SVc/ATB/b9nFKZXL/bN/P7VLn4/EaPFcMXCaUypdTanRUXN9o5GUHQEHYIUnnVPK7MKPHUSpfJxSqXbfi8XsNy5PJYwscLa300RZ1LgR6WRGa9wki+l2FqXSjcvC+VOMdFIhkMydS49vvWX+PUrZF7S1Ae96F7mPfvIT4/XHiiUCjIwAInHn7LPpsafHmve2gldeoceTT6bHD3yAHh980PjmN2YxKkpZnb6X787NhYQLnVtDQUSpZIdTV1cXVq9ePe6U2rJly/gOfa2trfjZz342/rObN2/Geeedd8wUPdfvYiYGlT176NGqXczs4JQqRPreunVkExeDsPiMri5rzl0opHXqThClxPF4PBNXimVZc9eY6cyNipmFsqr39tJjQwPgck18ze0GTjqJvhaDcqkRx1tZSbn9gHWiVCZhwOy9ZRenVC73z/bt9HjccVp/qbfVF4pQSLt3nCJKJU/uxERJVc2t4LNTyl5YVVOqlDtuCfKpKaU/7rIybczjulKFQVFSu9T06F0uM2bQc5/4hFZb0Ygwldxv2bkmS7rYuhhOKYEQSN79bnoUY6QZSi1Qf+ADdP9GIsbTPdMJgla3l9de0zbbOfFEes4uolQsRscHaKLUu99N7fHgQeD11wvzucUUpZyWvseiVH4UrMLQxo0bccUVV2DTpk1Yv349Nm7cOP7a1VdfPV7YvLa2FqtXr8Y111yDW265BS+++OKEnz2WmDePHoUoZRWldkboP9vqwGLfPgpifD7gtNPouYTemTciOJKkiR2NXUWpTG6aXI7ZrChldT2Po0fpcdq01K+LQdhuolRDA60QA8Abb1gzgGa6h80OeqXuD/JZ7RIC9OLFtNMQUBynlHBJeTza/WDnACke147rL3+hyaB+622xR0h7OxWbzQTvvqexYUP6ibWRc2kFx3pNqVT9lyQVt66UHdpBsdHf0+liAuFe/+xnJ/YFZpz/ye50dkqlJxTS6jAJUWr3bvNjUqkF6mef1RaAxUZP2UgXx1idlSEWFles0Aqd20WU6uyk81BTo2XalJUB73kPff3gg4X53GKm76USpew299Lvfs2iVH4UrNC53gF13nnnTXgtWXRauXLleE2pY5lCiVJm0i8KRaFWu958kx4XLyb3xKOPWpfOlbwLjMCuolSmyaPPR0FdIZxSharnIUQefS0pPUKU2rqVgt1SFfEXiOM9fBh45BESp/r6qI2KVLNsO8qkI9O1zdUpVar+IB8xR6wCL1qkiZXFcEqJwL+mRmvfdhalkuvBiRp71dV0nw4NAY89lr2YLGC8joz4LP3vGEHswJRqdTzX+6VQiMK8wMTjNVKY1yrSOaXMnns7iVK5OKWS+8KKCnKmFMMpZYd2YBSr7i8xvkgSifOp0L9PcsxhtP5OcqHzQpQHsIpSO6UOH6bH8nISJWpraazq6gKOP974+5SqphRAbfDRR0nwOfdccsAbqQlbqPS95PtFiFLLl1NcJ9Ilx8Yy7zxXDMSC7IoVE+Puc84hQerxx4GvfMX6WK9U6Xt2jbnicU1ULXTh/alOUXffY9KzYYNWP2doiAYWkcGYb2Be6kkoMHHibKVwIUSp448HRNao1U6p5BVpu4pSmQKLXLZqN+uUEjW4Mu3UZwbhlEonSi1cSJ81Oko5/wsXWvO5uSJEqaoqup9FHaytWyloyGfCkkkYMOtCLLVTKtfAQlE0UWrxYq2dHTpEfWdyiqeVCFFKn1Vu1wAJ0NqCx0PtzeWitif63XvuoeKtRmp3FNop5aQJvji+O+6gc7xkCY037e3mtr3PB6udUqVK4wXMj6WqmlmUAoojXujbwZEjNJl+4QXj9XCKiVX3l34MMhK/5do/Jscddk7fK7VTSjh2WlromixeTLuvvfVWbqJUsQVq0QbPPZfcUuHwxHsLSH8vpYtj8s3K0N8v552nxRydnVTAX/S7PT3AggW5fYZVJNeTEpx0Eu1cffAg8MQTwPvfb+3n5uKUMjvvS2WmsOvcK109XyC3udexDItSNkGWgTvvpIHf7ye3VL4TWYGdRClVpd1YrBr89KKUsK8eOECfkW41zyjpgn+7d4yZ0vdyEaWyiUxer7YT2uho8UQpl4t2GvnXv2hwtosodfbZdE6uvZbOydatxneUSYeRQudOqSmV6/2zfz8du88HzJmjpdVGIrRiLGqYFILkIueAvUUp0XeJibpoc9/7Hq3e9/cDX/+6sbZoZvzIJXUi1SQk3/ulkIjj+dGP6J6vrwe+//3iHadVNaXs4JQym44Ri6VfkS5m+h5A1zsYBL79beCnP6V6MxddZN/2mu/9ZdZxL66PWYeAkwqdZ3NKFVqUEq4dkVa2aBGJUmbrSpWqLxDpnkuWkCglzqdok5nSPdPFRPk6U/T3y65d1N+EQiRIXXgh8NxzJFB1d5dWlBK7OwOaE19w551aG3zwwYmilBXu4+T4Ih3i9VwWrFMtits15tKPX8nzzkKVrpmqlDjhhRGInPtDh0iB37PHusDcDqKU/rOtujnDYW1XjOOPJ/GiooJcE1bUmUnnFHKiKJVLZ55so0+Hvp6HlUFYtvQ9wF51pfTHK+7nnh4KEG6/Pb/7uBCFzktdUyoWy15jRF+7RQTaCxeSiH/XXdrfXOi6UkKUcopTKtW929ZGAZOq0n+jbdFMe8l1Iirul1//mtLYb77ZnoKUoK2N2m8oRJOTVK6EQtUWOpZ339O3q3ROqWIWOm9qontJpG/Yub1eeCHw4x+TAJBLXGkmjRfI3SHgJFEqXcxVLFFKOKXEfGHxYvpevwOfkX4oU+xYSMRGT6mEpGybFRWy0Lm4X/74R1pUPHJEu1+EACgEwVLxxhvUh9fX0yKdHlmmAuiHD9Pxi2MVc8p8S10YdUr5fJqD3exigZPS9/RjabIbjJ1S5mBRyka0tQHvfS8NNN/6lnUrxUbTsAqJLGsBqFW5tTt20KS2vp6EAEnS3FJW1JVyWvqe1aKUmXZTiAlBtkLngCZKdXTQxKCUCFFKHO/ll1ObFMJLPvdxppQ7s+6UUgWgAv3nZruHhJW+vV0LtBct0oIrkSJZ6LpSTnNKpXLTCHFPkmiV1egW7WbaSz6r1G1tlCYp0tftOsEH6NxFo9qOUZ/85MS+z6rgPxXHslNK/Jx+R1lBsYQAgaoCN9ygpaWEw8bvqVJw7rk0poo6RGbvL7OLGbkK1Mlxh5NFqULXlBKiVF0d9TdicW7PHq09GumHSt0X5DJuZHNKxWL5xYRtbZrYXF6u3S92KXaerp4UQMd66aXUF/b0AA89ZK372KgoJUm5p1U7afe9TBsF5NoPHquwKGUzLryQbuSREeNbo2aj1M4IgdW1AfSpe6JTtrKuFItS9GjEcmt16oSqZk/fA8g+XVlJ12rHDms+O1f0u+8B5OSRJG3ims+EZSoWOgeyt0exYnnHHcBf/0rP7dunBVfnnkvPFdoppS90LrBrgARMdtOIgPT006lg66mnGt+i3Yw4nU8f395O51KS6PjtOsEX57K1FXj728kts38/cNZZE18vlNPrWN59L5M4X+z0vWuvpcWQ5ma6pz70IeP3VCn41a80AS0QMH+cZtP3jgWnVLpxuVg1pYQD5vzzqb+5917aWVVRgF/8wng/VOq+IJeJezZRyuz7JaNfeBDfA1S/C7CPKJVcT0rQ1gZ86lN0nN/+trVjklFRCsh9wdpJNaUy1We0c008O8I1pWzGG29oxTzFSke+nUipJ6ECv59WwQshSgmEU4pFqYnkspWq0fQ9wHqn1Oio9vdkckrJMk0InnmGBuklS6z5fLMoCtXpAUhEExPT+fMpQP3AB4ztKJOOTKkTZge9UjulhMshFjPWHtvaqE/82te0+g6XXUbPP/QQ/Qw7pSaiF5T1IkkkAvz+98DKlbRttJldjsw4pcJhc4VNxTEuXEir08PD+d0vhUJ/Lh94gNI6brgB+M//BLZsIaFq7tzCph5a5ZQq9TbwgPlxSfSDqY65mOl77e3ArbeSICWcE+95D6We2rXdbtyoHe/pp5s/TrPpe7kIDYqitUsnOaXS1ZSyekfiZPSFzt/xDvr6e9+jTIHeXuCb3zR2fUvdF+RSizDduOTx0PkWsUIuO+SJfv6EE6g/Xb1au19EjFlKUSocprkiMLmelJ7/+i/gllvoPLhc1vVJZkSpXBYLxLUDJvY3udTGLQZGnFJ2O2a7wk4pG9HeTjnMJ5xAE+13v9ualTe7iFK5DDyZSCVKCaeUFel7Tq0pZZWF1IxDwupVauGSqq7OHijZoa7UwAAF1LIM3H+/NnEVbfOcczTHTy73cyZhwKz13Q79gdngYu1arRaS3ko/ezY9Fssp5ZSaUvpCpKKYbFvbxD5YuNCy1fXKpaYUYLx/1As9olh9dTWlxNnNeaI/lyIwP+00mgh6vdQPWOVwTkc2p5TRfqDU7gj9Zxu9h8Qxp2qLxdx9Lxymz2tunpg2aPSeKibi/jrxRE1AW7nS/HhUDKeUXlB1slNKvyNxodpjIEDiPaBdV9HHizpnRvuhUvcF4vxFo8bvnXQxkSTl79gV45FY5P7oR7X75Zln6Lnubm3ThWLz+uu0qDdtGu2ylw7hLs/VHZmOXEQpM4sFkYh2blOl79lt7pXp/sm38P6xBjulbIK+Izx6FPjb36izER0hkH+R5FLWlNJ/vhVOqcFBWqkQ2+AKxCBy+DB1wvnsBOdUp1SqoNFpNaWMFDkXCFHqtddooE6uNVIMxPGKGkdi4vr00/R9IGBsR5l0WFnovNROKYDuoUDA+D20YYO24qwomoN01ix6/cgR+rsK9Tdlc0oVcjU8F/R9l75YbLI4bfXue8kbWhi5Hnqh5957teff/nY6fjtN8MW5VBTtHFdW0vUXRU6DQWsczqmIRqmPA6ZGTSmzY2mmNOZipu/Nm0d1fFpaKP54/HHtc+3kkAK0++u556ifBOjxssu0141QDKeUuKdcLm0XKzunv6SLubxebWfYkRFjk3ezCKdOVdXENG1gYt1AI+2x1H1Bcsqdkbg9U1/g91NbykUI0I9Hjz1Gz5WVaedRnKtgkK5tdbX5z8gXfepeurhDFLg//ni6ru99r3UuTqO77+l/xky/rL/XnVBTikUp62BRyiboO8J//pNEqY4O4KabtNdzxQ7OCP3nWxFcCJfUnDkTO8aqKqrp09dHbqkTT8z9M5wqSqUapHM55nR/fyoK5ZQyIkrNn0+BwfAwFcPO55rnir7IuV4ESF7lzTUYyCQ4OtEpZSa4aG8H7r6bVoMXLAD+/d+14Oozn6F7fmQEOHhQc0paTSanlKqSUJC8FXApSXfv5lNQ1kh7ERtaRCLGP0Mv9OgLA3d12W+CL9D3c3/+M6VGnXwytYWTTy5cCpf+c5PFAfF9NEouCbHrUTpKPRHVf7bRcSnTGFfM9L0HHqDHD3xAE3qKVcvKLOvWUbv8wx+058Qx57L7ntlC52ZiDv1CmJhsF9MBZ5ZMwkhVFcWhhWqPQpQSLimxsH3WWZTa1dBgrB9S1dL3BULQF6VLjMScRur45CIE6OO35Lqq4jw+9BBd2+7u0ohSr75Kj+nqSelNDq+9Brz0Ei3yzJ2b/9gUj09ckMlGLv2y/r7SF+lnUWrqw+l7NkFsjQpQ6h5AW6CLNItMW6Nmww6TUMDaFa/OTnpMtRW3VSl8ThWlrMprziV9z6oAzMjOewJJ0vLqS5XCl7zznsCq1AMrC52bERkKhdEJiwiu/u3fKPgWqXvCQXrXXZpbqlB1peJxrV2nEqUA+wVJ6VK8cgmQilXgeHR0YjqEFXUBC4VoD7291EYvvBD43OfoubKy/FJ1M6G/rsk7apkt8FvqiShgXrjIJEoVa/e9gwdpm3VJorTsYhdYz4Xu7on3o9iBzwy59gO5OKX0/Zad0/cypZMWuj3qRSm9CPGBD9DzixYZ64fEDnNA6dzTkmTeWZfNKQXkP9dINwco5Q58waA2/0lXT0pvcmhqoucOH7YmvVh/HxpxSuXSP6abs9p17pVJIGVRyhwsStmQ6dOpI4nHtWJ2+WA3UcqKm1Ocl1SFrUUKX76ilNNqShnpGJ0iSplJ3wNKX1cqmyiVb3CU6R7Odfe9UqfvAdnbowiu3v9++l78rfrgqtB1pUZGtKBd7KoEkBNFCAN2E6XSFcPORZw2K2LmOiEQ9VEEThClfD4t+D/9dHrupZeoHlYhagtlcq+63Zo7ysi5t4Molevue6VM33vwQXp8+9tpfCqmQytXxL0k3JzCKWUGs2UgrFoIE1/HYlrqql0wkk6qd39aib7IuV6E0N8HRkQIfRxbyr7AzORdOKqAwgoB6dq8EKXE7ofF5LXXaG44fbq2E2AyepPD9On0KITofE0Oop/z+42VysgnfS855rCrUyqTIUDfFktVg8xJcPqeTTnpJOCRR2hFbuXK/N7LbC2AQmGVU0pVtZWCE06Y/LpwSuU7qXGaUyqTcJHLrhWlrCllJn0P0ESp11+n9JVip1KlE6XEuct3lddI+p5ZUcoOTqls7VEET//6Fz3q26IIuu66ix4L5ZQSqXtVVRNTosTqbjBovyApXd+Vy8KAWREz1wmBqNsldmbcs0fbPMBuiH5u6VKtHc6fT4tJR44AL79cmNTDTLU8RIHf0VHniFJWOqWKkeYVj2s7fn7wg/ToBKeUWKBbsQJ48UXaKdZs/UWzcaTVTinxeinSpdKRqT2KBYxCiZVCEGluBj72Me355FgsWz+kv/dKmYJupr1kc3dZMdfQi6DpRKlSOKX09aSMIESpXIToVBgtcr5hA43dqRas29tpbE8njqXra+wqShkxBCgKtdtS1Lx1EjYM9xhAS+F77bX838sOzgjAOkvtwYPUwXm9mitKj3iuqys/ZdppotRUTN8zKkrNmUOFZyMRrd5YMSl0+p5Vhc719SPs4JQyeg+J85eqLRbaKZWqyLnArkFSur4rl+LDxZiMAtp5nj+fjjMcBg4dMvcexSJVYC5J2rbszz5bmM/NVufPjOhoB1EqV6dUtt33CrUi/fzzVEumtlZzxtm55pFAiFIrV5LwoKramGWUXGtK5RJz6Nu3y6W9l93OcaZzUkynVKrPNXqu9HFjKTfrMDM26X/GijqbqdDHbMljnzjnpRClstWTSkafvmcFRkUpWabU0eefn/h7ItU002JTunhXjBfRqL1cR0ZqSgH23KzBbrAoZVOWLaPHbdvytyzbwRkBWJe+J1L3Fi5MrTrPnUuD6/AwbdGdK04TpTKJDcXafc+qoNFs+p6+rtSWLdYcgxnS1cCySpTKNBnT31fZBmr99S9lf2D2HsrUFsWWyIV2SunrSQnsKkpZVVNKUSgABIrnlKqvp93NgPxTsAtFusBcCBXPPVeYoDnbrkdmFn7sIErpt4I3cr5Em0p1zOJaqGrhgv+//50ezz5biz2clL7X2qqNqWadE2bjyHycUumK+NttUldKp1RyoXOB2VjMDv0AYG5+IM67JKXe0MEKUUq0NY9n8jyjVKLU2Bht5gOkryeVjN4pZcWYJNpztnpSInX0kUfoPI2NTax9lsnBly7e099ndpp/ZTIE6NPq7RYn2hEWpWzKnDm0Mh+JaJ1QrpitBVAorAoshBMmVeoeQB2XmKjmk8LntJpSmYQLs5NnfWBvZvc9KwKwcFhbXTRS6Fwg0lxLUVeqr48eC11TKpNVXS8gZHufdO9VLMy2x0xtURQ6HxoqzKr0VHJK5bpTo/53s5Hr4oOoKVVdraVg79pl7j2KRTpRavlyOuf9/fmP26kw6pRyiiil/2wj42mmhRevV5s8FkII6OsjsRHQUvcA+6fvRaOaYD9//uQaM0YxW+g8l74xXfu2a7HzUjmlRke1Ni6up8CsY9AO/QBgrr3oY91U7i4rnVKp+lp9+l4xHTsdHfR5M2dqDqhsCBE6HNZimXww6pQCSHj6t3+j8/SnPxkTpID07myz40WxyJZ9kItD/ViFRSmbIklUVwrIL4UvHtecVqV2SllVfDDTznsCK4qdO80plWkVOZfaHWKwNZO+Z0VgLlxHZWXGBDGBWDl6443iigThsDZQF3r3vUxWdSD7ZNRuVn2zolSqtlhWRttfA5TaazVOdEpZVehc31cbnbTkGoDpxT99CrYdEfe7vvA9QKvqb3sbfV2IFL5sTqmpLkplc+sUcsezf/6ThP8TTyQ3tsDuTqn9+ykOrKig8UlMZs06pcwubuaz02fyZ9hVlCqVU0o4dGprJ58rs47BTH9DMTHj8sx2zFYsgGcSpZqaKH4Kh/PLxjCL2XpSAI1J9fX0tRV1pcyIUgBt+iFJJI673cZqLabr591ue24uk8kpBVi7yddUh0UpGyNS+LZuzf09clnpLhRWDBSRCLBzJ32dauc9gVhpz1WUise1INkpopSV6Xv6a2Sk3YjAPBLJ7tbJhr6elBnhZOZMCrpjMUp7LRbieP3+wq3wZnLBybLWJrMNenapL2dWJM02ISpkXalMTqlcNhAoBunS98zuZKUP/o3ei/mm7+mdUnZN3xPuh1SBuUjhK4Qolc0plUv6Xin7ApdLa1dG+oJswX+hXEuqqqXufehDE1+ze00pcQ+1ttK5zlWUMltbLpe+0WlOqUzjciEFUn2R82S8Xi1dyMhn20GcBsztEJ2tH7AyfS9Ve3e7NQdSMVP4RD0po6l7glzdkakwK0r9/e/Uf6oqxRzt7dl/J5Mr044LgdnuIXZKGYdFKRsjRKnXXst9a2lxE0hSaXfWAKwpdL5rF3VstbWpB2RBvpMaffDjFFEq0+qR2U5RPygYmYzqV+7zDc7T1WfKhiRpK0jFTOHTp+4lnysrgmn99sfpBEKjgm+29ykWZicsmQqdA1oKXyHqSgmxJJVTykwgXSyiUU1wSlfoHDB2zLmkfuebvldTo/XfBw/a69wKMgXmp5xC/cCuXdYVlxVMNaeU2MFSfzyZyNZ/FUogeu016lvKyoAzz0z9mdFo/gsyhUC4DYX7MF9RymxNqXwLneu/t5MoFYvR4iWQOuYqpCiVrp4UQPeUmfvADv0AYE5IMhoPFUqUArRzLwTCQjMyoi3I5ypKFdsp1d4O3HsvnauTT6bUvTvuyC5MZRLAnShKWZUldCzAopSNOe44uinHxnIXV/QdaynTdcQxAPmJUqKe1JIlmf8effpeLjnf4hjd7slFDu0qSmVyweS625nR9DlZ1n423yDMbJFzPaUQpdLtvAdY0+aNFCc3OujZxSllZaFzoHROKTsGSJkEdY9H6zfNBP9m2osVTqm6OhIBVRXYs8fc+xSDTIF5TQ2wdCl9LWoQWcVUqyml/3wzDol07bFQqXQPPECP73nP5D7IygWZQqB3SgH5p++ZrSllRaFzO4pS+vaaSZQqRE2pTKIUYE6UyuY6Kha5iFLp+gErFsCzLYTp60oVg61baTycM0crV2AUK3fgMypKiaLmbW10rqJR4IILjAlTmfoaO86/WJSyDhalbIzLRfULACpwlwt22XkPsGaCLnbey1RPCqBULo8n923FMwX/dt+W1Mr0PTMOCatWBvXpe2YRK0idncXbqSeTs8uKYNpIcXKzTqlSb3pgdXsspFNK1JRySvqeaGs+3+RtlyXJnIMhl/EjV6u63ikFaJNoO9aVyhSYb9igOdWeeWbia+3t9HquGHVKGTn3dhGlcnFKpesHrUrf27BBmzSNjQFPPEFff+hDk6+hLGvn3Y51pYQoJRbqck3lMZu+l4tTyknpe/oshFS7QBejppTYBS4ZM/eBXfqBQohSVjil0i0AFHsHvlzqSQmsTN8TbSqbKKUoJEBdeKH2XCik7cqXKfsnU7xnx4XAbKnwLEoZh0UpmyKCouXL6Xu9KGUmsLWjKGXmxtQHh4BW5PyEEzKfB1nOb1txI6IUYC+7vpH0vUKKUlatUueavgdQoDB9OtnqX389v+MwSrqd9wBrRalMxcmNilJ2cUoVsqaU1UJxJqeUHdP30hU5F5gRjXIZP3JdfEg+z04QpZILnQM09rzyCk1WXn1Vux5i5ThZKDQDO6XosdBOKVnWVvMfeYQ+d+5c4MUXU19Du+7AFwhok2YhSonFnrEx4+OSvgZdLk4po31yun7eqp2brSTbDnCibyilU8pJNaXMjEulLnQOFN8plWs9KaA06Xvr1pEA5fFo/aW4tm1t9Ho6MgngdlwILEaNs2MFFqVsigiK9u6l78VWoGYDWzuKUmYGCn1wODys7a718svZz0M+OzgZFaXsYiHV1x2yUpQys/udVYF5Pul7QPFT+DKl74nzFwrlXhfOSB0oo3Z1u/QHZgOLbKJUSwv1BaEQ0N+f//EJVNV5u++lK3IuMLM4kEt7ySUAU9Wp45RqawO+8AXalenAARIyxLhtZDvsTFhVU0pRNJHBLpNRM7vvZXNK5StKidX8O+4AbrhBe+8NG1JfQ7sWOxeprw0NmkhSXq6dJ6OTVP29bNYpJQocGyFd3CXOrx2dUtnaYjRqbZyoqpkLnes/20lOqVzGpUI6U7Kl7wmnVDFqSg0OauNgLqJUKdL3BHp3ttG5X6a4w+yCZjFgp5R1pDCdMnZABD233645R268EfjrX80FtmYt14VE3zGpqrEaV+LvvOMOrVOORIB77sl+HvIpdp5pEix2DFJV+3SM8bgmemQSpWIx+rlsoma2ATkVVjul8hGlHnqoeKJUJmeX/vwFg+knk5kwIgyYTd+zi1PKKlHK7aYg8eBBckuZrbmQ6XOFGzKVKGXHVbtsgnKhnVK5uMdGR7X+q7qaHvNZVCg0mXbfA4DPfhZ49FHgvvuAz3+e0kvzFaQA65xS+nGr1JNRM/dQtuDfSnGorY0E7quuovEyFgMuvjj1NSxULat8SS5yLmhqomM9ckRzlGdCtCeXK3WqWir01ygUMrbRTrZC53YS/bItFpWXa3HiyIh1Y9LIiHaehAMmmVwKnTspJiiGCJBtHBWC4OHDxuczuSJ2YJ8/P3Uckg3RTgYG6Nzl0+ebFaUAGpcCAeOi1FTdfc9Ox2xX2CllY9ragM99jtIatm4lgcpsYGsXZwSgBcz6VVojiFXLP/6RzkN3t7HzoC92bpZMwb8k2a/YXraim8XYdcsKp1QsRgMnkLsoJVaStm8vzspqpvQ9r1cTAHM9FitFKbv0B1YXOgcKU1dKpJR5vanvKzum72Vz01i5y1Gm9zfjiBUuqbIybfI6fz71tYODWp9gB2Ix7dxlCswvuYSOf2yMJvL5ClKAddfWjqKUGadUuvZodRrdSSfRNSwro89Mdw3tmr6XXORcYLbYeS6Lm243iVhA/rus2jl9L50wIkmF2YFPpIvV11uTxmoXp5SZcaOYNaXStfnGRmrfsZjmli8U+dSTAsglKc6VWETNlVxFKcC8UypT+p5d5l5A9vQ9O/ZfdoVFKZvT1kYrx6qqFYkzg11qyAATA0mzN2dbm1aboKrK2HkQgdj+/eZrP2VbkbZbxyg6xXRFN4shSlmxWtzfT9fY7U5dw8cITU3AjBkkfua6QYBRVDVz+p4k5V9Xysg9bNT6bjenlFlRKlM6aSF24BOiVG1t6pVQO66AZeu7cil0Xujd9/Q77wl8PtqwArCXW0ovPGRyPm7ZoqVVR6PZt8E2gtVOKZdLEw5KhZmxNFvwb7Vj6a676BpWVNDkM901tKtTKrnIucBsjZlcFzPM9o9OKnRuRLC3SpTS11YV6WIifSxVbVUnpu9ZOS5ZIQJki4FlWRN3C11XSohSuaTuARS7WFHsXFW1e9CMKGU2JnCqUyqbSGqnY7YrLErZnPZ2rcBxIGA+sM1FXCgULpe2Cm52BaO9nf5+4VIych4aGqjjVBRg3z5zn+dUUSpdMWy9WGXkmEvllNKnwuVjhy5WXamhIc31l86eL9pQrgHSVHZKWVl4v5BOqXQCqR3T97L1Xbmk75npB3IRpZLrSQnsmMInJphlZekFnfZ24E9/otSoZcto17Zs22BnIxbT2lm+NaXsMhEFctt9L13/ZWX6Xns7pWA2NwPXX595K3O71pRKJ0oJF7LRCWqmSWImzEwgFSX97rB2FKWMCPZWiVL62qr6IufpasyaEUntslBlZtwoRvpetnEU0FL4CllXqq+P5i+SlLsoBVgjSgUC2qYFZkpRmBUJnbb7XrbFklx3JD4W4ZpSNkYMOG1twP33k4vkjjvoNbM1pUo9CRWUldGqsZkJens78LvfkV25uRk4//zs52HDBhqoW1vJLdPVBSxYoL2fomTe/SHbJNiuolS2Ytijo4VP38snAMu3npTg5JOBBx4ovCglUvdqa9PX2hDnMNeA2kyhc6c5pfKdrOgphFNKFDlPJ0rZcQWsEIXOS+GUAqj/fuqp3FKwC0WmnfeAiUXNX32V+qCTTqJJgdnxW49+zEx3H5hN37ODKGXl7ntWiQDiGk6bRvf+cccBH/wgvZbqGtpRlBocpP+SNLlulFmnVK6Lm2b6Av3POMkplalvtGoHPn1t1Rkz6OuuLtoZMt/C+3bpC3JpK+liIvF8NEr1VnNxgxoRpVpatJ1WC4XYdW/BgvRjjhGs2IFP9Kter7EacQKzMUGmxTA7ilLZ7iEzMZeYu6aKEYzMXZ0OO6Vsij6w/c//pA6gvh742MfMrbjaTZQyW29EnIf3v58EqaYm4NJLM69aAtrKkkitEpMao7sXOtUplSlAMqPWO12UEitKO3cWZktmQabUPYFV6XtTySllJrAwMhkHNKfUoUMUiFpBNqeUHQMk0c7SrWQWq9C5FU4pO+7Al62mhqJoE8XjjqPndu7UaiPmugunmGD6fNkF8KnolMq2wyxgnSilKMB551F7lGVN1El3De1YU0rcMzNmTD5fudaUKqRTSvRbsjx5wmtHUcrIORHtwooYRLS9p5+m2qovvZS+tupUF6WM1vAx+n6pMBIDC6dUMUSpXOtJCazYgS+XelKAOVFG/3Op7i27zb0A44XOjfz9elekHqNzV6fDTimbog9sAQqKduwAVq4kV4bRwNYuk1CBWRunOA81NcDmzdokRZyXdOdBvH7ttZT20NVlbltup4pSmQILM8dsZJUoGSvqamTayc4MDQ3knNm/n5xy73hHfu+XDiPHW8yaUk7Zfc9MWxR/U6rJip7GRvq7wmEKEkU9onwQTql0O944MX3PyhXpfN9fkE780++gamTX0GKQbec9/SqmXpQC8it2bqRPdqIoZfQeisW01JFC7763bh3wr38BmzYBc+dOPE9O2X0vVZFzsQp/9tn0/ZEj2s5hmVbhc93F2UxfoG/fyan7dhSlzDilrGoXn/kM8K1v0TUrL7em8L5dYgIzE/ds6Xsej7bzYSiU267HRp1SQGHT9/KtJyWwIn0vV1HKjBlBUbTr67SaUunGUzP9oLinb7uNztcll1BtQ6NzV6djgxCPScW6dRMbn0g927WLnjdq37NTTSnAvCglzsOuXfS9OA9A9vPQ1kapfj09FIyZuamdJkoZ2dY3F3dKsZ1SwnmUr1MKKE5dqUw77wmKUVPK6KBnF5E6F1Eq1WRFjyRpQpRVdaWyOaXsmL5nZaHzfHbfi0SML56kO8/C5RGJkAPODpgJzPWilBBUciXbznuAM0Upo06pbDvMAto1CYXyd0sKIVFcw0zY2SmlryclVuEffJD6y1iMhPdsq/DFdEql6rfEc2KzGztQbKcUAPzyl3QuZZnObbpMATOxmF36glzSytOde7FjJpB73GUHp9TRo8DBg/T3LF+e33uZdUemIl+nlJFrob/+Tth9T7+bvFU1ztragKVLgf/6L2DRomNHkAJYlHIMYrVLiDNGscskVGDWxikQAZZelDLCl75EHXo4THnlRm/qdFsTC7J1jIpCtttHHqHHXFM2jGLkOhdalLJildqq9D2gOKKUkfS9fGtKWZm+l4vIUAgK1RatriuVzSllx1W7bOJFLmm8ZtqL/joZPS/pRCl96pRdUvjMBOZz5lCq3dhYfivUgLGVe3GdYjEtUE6FEWdtsTDqlBKvy3L69EX9uclXIDIjStmxplSqIuciBay9XRNK1q/PPunJtdC5mclYpn5ef12Lsa26kfit2E6p9nZyTzQ3AxdcAFx0kTWF9+0iSunH0mzCo5H+K99i50biDuGUOnLEupIBekTsunhxbm4vPXqnVK7CrmjHZo/FjCglfkaSUjvjs8VcVs69jLyXfg6YzSllJk486SQ6B2KTqmNBkAI4fc8xCDHGbGBuV1HKTGChqtrfrbeiG+Evf9HcFWL3QjNOqXSdbyZR6qmngJ//HOjspE7I5wOWLAG+/nXgjDPMHT9AHWFHB7lyGhpoN6fkFU0jg3QuQoCZ9D0rnVL5pu8Bmt25q4vEhXTCQj4UI33PTKHzbPeVeN0uVv1IREsfSYcZUcrqHfis2H3PyP1rJdkEdTMLA7mImPo+KBQydt3SFToHqM9/6y26j9/1LuPHUSjMiFJuN4kCO3aQyCFW1nPBjFMKoPsmXWFcI87aYmF05dtIW3S7tRTesbHU7ckouYhSdknfU9X0O++J+OfKK6mNDA0BX/1q5rgoV8e9VTGHx0OLivE4XVczcYlZjMZvRtqj1YX3FyygWGblyonFz4HUhffFbmmZxle7iFLiPKoqHVOmvsnKzV9SEY9rn5GprdXXU9uMRikWzKd/T4WoJ5Vv6h5AC72SRMc6NJRbPCzGoFzT98yK06nabaY+xcq5l9H3MiNKmZn3PvII3Qs+Hy0wGZ27Oh12SjkEIcYcOmSuYdtNlMploOjupr/Z49EmnUZob6e0vRNOIOvr+99vvEh8rul7Tz0FfPnLNJhUV5Nzo7qaClN++cv0uhmeegr4+McpDfHzn6fHj3988vuYSd8zU1Mql/Q9/baxZlBVa9P3ams1l8XWrfm/XyrMpO+xU0pD306j0cw/a6QtbthA93Uqp5ToB3JBiCXpArhsK2BG718rMVro3MhEMZfd9yTJ/BbI6QqdA9qkutBOKaMrrGZTGJLrSuWKEaeU2625iDL1BXaZiOqPIdu4JNpStmO2QggIBChtBjDmzrZb+l5PD50vtzt1bb22NoqnVJX+Z5vs5FpTKpf0vVSfIUmZx1Gr3BFm4jcj7THftijGNVHrS8RVK1dqz6cqvC/6flXNHnfYxTWpj0mMuiYzjUv5iFJGN1eRJM2BVIi6UsIplW+Rc4D6gvp6+jpX124xCp1n62uKMfcy816iLbpc6Xd5NNsW29uB558nkfPaa7Nv7DWVYFHKIdTW0iq7qgJ79hj/PafXlAK0lMV584xv7aovav7Od9Jzq1YZv7mznTd9xygCoocfBr7/fVrJmjdPE1mCQerQDh8GfvADWsHs68tuU86lYyzl7ntmAqFUDA7SioAkaYNnvhQihU8EisBkZ1cqAcSqmlJWFDrPRWQoBPoAOFsAaqQtilopL79M3wunVL47luSz+57VAjVgbPIlJsbZakqZqe9gVsQ0289nckrl6hI2gxnxsFSilBGnFJB6ApDcbowKPMUgebEkXRs36u6yQpQSba2xMf29r8eoU6pYaf3CJTV3bupUx/Z26hOFcyJbPJRvTSmzhc5Tka5PsUr4VxRyRoj4rbyc4s2KCjqPQ0PAL36hXTMjCzzCqZhrTSkxrskyxbFDQ3ROX35Zez5VbVWvV7vu2YRSuwjU+o1MsrUXI/FuPjWlxO+4XJk3VwEKV1eqp4f+u1yUymUF+RY7L0ah82ypwqliruR7t6KCzlt5OcVdAwPAT39KCw1799JY/MYbFIu9+CLw7LPA448D//wncP/9wDe+QQaQsjK6d/v66HhS9QNG7h8z4ryIWVtbqW3V1Wlp18eCMMXpew6itZVujl27gOOPN/Y7dnFGCHKxMeZST0q/e+GNN9JzPT0UtIjXM2HUKdXRAdx9N1k8h4dJpCgvp2uUHKDG48BzzwFr12rBittNHXzy//Jy4Pe/p050+nQtzUm8tncvdYzveAcN5kbEhnQdY6r0olzS90QgFItRIGQ271wIPPX16WuGmOXkk4E//1mzQVuBCBRFkViARCm9EKon1QqvmZQuM06p5Ilo8mfYpT9wubTdcYSwm+58GGmLYqX/d7/TUipvu43uzVwLRMZi2mTCaPqe+DuOHgV+8hMtSAoEKJjxeqkORXf3xPvXCEbt5NnOl5n6BrlORs18hqpmdkrpXcKhkPVtV4iHg4NUDNbvp88R4uGvfjXx/NrZKQVogbRoB6naTU0N3XelnogCE++hTG1cjJnZrr8V9Z3MpO7pPzMWS39erU7rT0bsrNfWNjl1T++2EePUaafRPbVgQeoUMD1W9AP6Pr6ujp4fGND6+2ztO9U4avbeFX9Lby/97+vTvn7tNeCJJ+gcdnTQz06bRk4zSSKB8s036bUVK4zFXPkKpPoUvRdeoK9dLrqGmcY1SaI2OTREny2KXAOTx1q7OKUAun7RqHZu08UFVjqlUn1Gpp0gkxF1pawWpcRC6pIl1pkKpk8nMaZUolS266r/GSOilHif55+nGL+pifrgffsmCsHxOPDYY8BHP5o+pV0wMkLnyO2eeE37+6mvTO4HjCyWmBFIxdz1/vupXxJ9ZbYd56cKLEo5iAULSNU1U+zcbul7+smz0Ym5+HvN1JPSrxwlr2Tob+5Un693+mQSpQYHtUCwqYlWVPr6qFMbGaHfbWign4/HtUmu10u/I3ZtGBzUxA3ByAiwfTt1jCKNACAnwbx5uXWMIugIhagD7+sjceu++yYHyj095M4zMxhKEg1Wg4OTAyEjWFnkXLBiBR3X3r00qCQ7sHKp9yPaz/r19J6zZlHtsg0bUgeKycF0tslJ8jEZKTKrH/RUFXj66dSf0den1V0pJSLFKxQCnnwSuPNO7Vi9Xtp17aMfBc48U5tcZmuL4rx/7WsUdAWDwBe/mHsevhBKJCl9bRp9YeknngCuv36yQP3WW5MDY0Uht8SFF1Kba26m4Fb8r6mZGAwbnXypqrlC58ltbelS4PXXzbW9TOclEND6mlQTUVmmnxFFYlOd59pa+j84SC7hJUu0c5hvrS79CuvMmXQdZZnOXSrxHzAfmIvFlMOHqV9PDoqN/h1mnVLBYPp2s3v3xBS1UiLaY1fX5GMNBmkyvm4d8B//Qe3baPpeJlEq2zk3K0olF1j3eid+xt69tDg2NGRcPDGLWCwBaFIGkCilXyzRfx2J0MLX8uVUq+322+k4Tz89/cJArk6pbdvIvdTZqQklAN0L1dV0T4uF1nT9vGj3IyPUpyQL/5KkxUE1NSS4feUrwHnn0TUQAlQ6F/fAAF0Tn0/re48epTFp3jx6fmSEHPGAsdg6X6cUoI1f3/sevU9LC3DFFdnHNSFK6e+DVLHH6CjFXKWOCQA6lyMjdG4zxUlmRal093u6zzjvPPpdI/FvoZxSVtaTEginVK478Fmx+17yOU+O97KVaxDXfM8erU8ZHKRrOzCgFQfXI+Z1kkT3pNdL/z0e+i++9nppTNy1i/oQt5t+Z2iI2tHOndQXhMMkhPX1UayXbVwSxxyLUawjMn5StUuRpnvXXfQz+tIRx0JNKRal7EaGaKm1FZBUBeHnO4BHUkdTyb8ubnC7iVJvvKF1KKk6pmXLABn0x5Q924cFIw04rnUZcsk4TTVoZOoYTz+dOg59HYNk3G6qW6Oq2i4JIv1M4HJNLDI6NkYd2E03USAYClEnn+r/889Tp1tVRZ8hCnwOD1PHOHfuxI5RbDmebZAeHKRJlihwOjBAzWfuXLK5hkK0QtPXByxcaH6FRi9KAeYmjhOKhgu179OfnvwGd9+tLftmoaqKJoU7d9Ig/973aq9lFIfekfnA29qA/XsVPHRNB2p6+vDUQAMu/NIytLXp/rjEHz/jTWq/wbFleOopOaO48PnPA5s3TzymSIQGSCOilKKQDfnyy1N/Rl8fnQ879Ac+H92T3/kO9VNNTfQ379tHE9Rnn6UgqrGR/i4jbbGtjd5vdJRWXPWD+HhbPKpgVn8HFtb3QW7UXdukNhd+na5b74xlkNO0OXG/DQ7S9Rse1gTqo0fpeyFQ19TQMUUi2gRq61ZtApn8vkKomj4d+MMf6FzNnUuvibSSZOEkGtVW0jKlwby/ewP6+5rxiY+dDXVrBypCfehDAzqwDO5oAC5Zha+hCgMD1C/mIkoNDlI7PHIk/UT061/XJv4+X/r+q7UV2LKFxJQlS3J3nYTDlNq5fz+d9+efp/sF0FIIvV7aNa+ykvqiV14Bbr0VOOUUaipmAnPRpIQ7btcubZLR3k7H/8Ybxv4OM04p8fP6lAYRqFdUUJcWHRjB638fgBKbBfn13PvYnEnckE2v0X322J5liKvy+LEODgIH9ilYMNaB6mgfNl/XgF0Vy9DQkDkGEOLF8LAmiKabiAphYeZMOu9nnEF/crIopXcapUKW6boEAjROv/76xM/o66MxfPFiuj6qmln4NHH6xv++T3+anr/jDm3i09lJf69YLNEvnNxzD/386Ci1yZERik1uv938RDHdwc3b1YemQw3Y2LkMHp+MssggRvorEFNdOEntQFO0D15fA7a+ugyvPTmINZX/Qnn5B1O+ZVkZtYkrr6TFICH8V1TQY3//RCdCPE4LAn/+82QhWCwYTpumPY6MAL/8JfXT1dV0Hffto8/Zto1iu0AAuOEGcuFGo/RzaWOuDRtQH5QhqZ9Gy+EOqJv7IE1rgLJ0GTqufgB9I140fOr9hhfCvvUtajfV1cYmp8mOwXQC9f799NzWrVR/tZSIc/nss3Se0wnUFRW0wGjEnbJlC12v5D52zRpyVovP8PkoHv7Xv6jPr69VcEZV+rmWQDilMtaUShEIK5DThpiqmmc9qTTxc9O0ZTi75260/FMB/t+6tMeWrkHmu/ve7t0T22CqeG/WLLrW6WIOYQjYuhWoqVJwelUHqqr68HJfA7YM07HX1VHf7fXSWBII0P19663ZRb5XX6U2U12t/Z1NTTQmhMPUFygKcPXV2pg6MmJMIFVVasOBQHpDwNe/Tsco5pKF2KDJzrAoZRc2bKAterZtm9xKTzwROHwYq73T8cPXt2HeS51QnwtD0r++cCGeWrBuUqCe66SiUIjJyp//TF+n7JgqR/HpaQ/ha013o/5wJ9btDyMq+dD8/SXACvpbzQTLyaKUGJyHBqhDK4/0ofNQA57ZtQzPPiujsZEG69mz0wdhR45QxyJ2tDh4kJ4TirzfT5PO0VGavKgqTVJXrKA+X5LovcvKUjuD5s8n942+Yxwbo3MUGAzj9X5AkTz461UdqFP60B1pwDZpGT5e/k+gomfi+UkMOt6n+uDvbMCOsmWYv0BGby8dl6JQYFJWRgHZrFm0qn/ggPk0uooK+rw9f+nAjt/24cEXGvD08DKEo3LWieMEp5Qsk+3kxhvpDxcNuqKCDvjyyw0f08kn04DyyiuaKJXWefLMCG5/7kkcv/BWVB7ohBqm+8y3YgmkxH0GANixA5/bvA3/HuiETwpDetOH2X9ZAuygexXTp4/fy4tGwvj+gA+9R5dg0+ZPY7Dv/Zi3tGrCJFE4ar7zHXKUNE1T0IoO+Mf60Hm0Aa/3LMObb8rj9dGS0Q96+onoyAgFz+IzenroWmerk1AMPB46Fp+PTuvBg/RfUTQb/8gIXf5ISIH6SvYAsb2d3m9sbOJum089Bfz8P/eiYu8baAuuhzvaiR5XGOV1PtScsgTqCSeio9OHeMc2LLj6JtQog6gfpesW310B7E/d5rxeOuf799P5bW2ldtTTQ3+HWLXzeLSmo6qaIHzxxdp16emhwLa3l5r73r30X28n375dO3czZlBbaWyk1zdu1Fbzq6oy29+7gs0Y2zGAL7z1ESyWd8IdDyMQ8+ENdQl+jS+hd9bJ8FbT54+NUZA2Y4bxa9vXR8NZVYWCU8s7EB3sw+FYA16TlmFIkVFTowmx3/gG/U6m2j1ClNq1K7tr7Je/pMnVvn2a+CS+Tk5bGBjQuhaAmlQkQv1FeTkQDiqYP9KBzVf24cHqBkjLl2FgSB5fcc2GcK8IB9jOnTQGtLdT99bXpzltk/+OG2+kcyLmCqOjJCYueUEGzk8v1vv96wBooURTE91L3d10HHV1CVHEHcbsnhcwfNK/o1YdzKuPNUVSrLNoOIzv9vvwb/EluK/xIrxx6O3oOlKF40dfwFXqDViidsKLMMJhHzojS3DXgxfjqXNfxxn/3pJy0eJtb96Ng7um4ac//eCEoSN5IlpWRud0bIz6nRdeADZtontMlAw47rj0adnJVFRQn/P448B112nxRZWnD69EGvCqsgxvvCGPp7l7PJor58UXgXvvBc45x1i7yiTKtrXRI0Bt+dJLNRFDHxYIUfWNN4A//pHOyezZ9H779yqo2tWBh57uw0MNFDNU18rZRamka3tqfxhz+3zYLi/BQ83r8L/9Z+GUyJO4XL4Ri7AdnngYsf0+9JTNxw3BS/F0dCVOTzO5O3qU3rq8nMY24UwfHaXzUFamOR/Ebn2jo3ROzzxzogiVSthVFHIYb91KP1NXR/379u3UTygK3T8LFtB9+uab1J90dtL7T0KWUbb+ety860b4omMIXBBGVPahMzgXvwpejGerz4TvvswuaTHM3XorXRcxlqTdiUv3BosCDdipLsPYmDyp5o4+9vD76R7YsAH45CcLuzNsNoRge8cdE491cJD670CA2oGq0mR9y5bUhfwBba5x222T+9hXX6V0rrIyOv9DQ4nYOgCo0RhOiT+Ny/ffgFVdncBrSXOxpPmHXpSaJIK3bwB27IC6bRvCr2rx5OisJfjF0U/jT8PvQ9hfMyk2PnSI/k63m9zLpkkTP79PrcCJhxQ81Xw5Xv3hfYh37sCCQ0/Bv2dirKuecCI6/Keg7x0fQV2NgrIdHQge6IO0tQFQlqGy0lwjEde1o4Puy3nz6Jzv2kXiiz7e27WLDnn58tTv5XYD4Z17cVqoE/8l34w5RzshRcIIxn14E0twg3I5Xg+fgrIyCoBEbV8x98rGsmV0LbZu1dI3vV667Nu20bEJ93xtLV3v7m7qw596Sje30d2L3voGDA8uw979MtraqF8aGABckoKzmzswt7IPR9UGPPfqMnz5yzK++116i4oKe6TVFpOCiVJdXV3YtGkTWltb0dXVhUsuuQS1aSQ/Mz87Zdm+nZYGPB6KDJqaqPd85hlg82Ycbl6G+gP3YGm8DAe88+Et86NCDqH8mWcQe2gz7lv5A/xPQAuEGj3UyP88tAw7xmS88oq5SUWh8PlocIlGgeMXK5h2iDo7X7wBnb5liMRkHD/0PC7o/2+Ed42gu7kZ3bIfFa4QPC88g+gjm/HG+/4Ty9fp3jSD0q/EFIw904Hj9vahb28DHrh/Ga771mEsPNSBr3huxuzDnUAkjDAocLoh/lW83H8aQooPu3ZRkHLGGZM/IxJaBlWV4XLROZ/e3YHj1T5EGxvw1NAyxKLAUqUDK/r6EAg24LnRZaiplfG1rxkb9PUdY0UZrRbXxPpw/MwG3Ld9MVaEXsDXcD2Wx0kUCcZ96Iwfh3s2X4CnTm7GGcCEAFF9sxMf3hPGe6I+7JWX4I/7Po+OoQ9AcrkgQ8GSUAdmbu9D45IGvOlZBq9XRjBIdRYM24c3bMDbnuzFR3Y+jYXPdMIdD2MpfPiYewk21X0e26RTsHVr46R0BSWmYMe9HRi8tw8thxvQULcMmDefzvWRI9RwvV6grw/q7j0IV9Zj37/6ofpexcJPLIP8h8yr+itW0IRd2KEVBbjuK/vQu68BjbPLMKu3A02uPsRqGlDu341LD3wPgSPDOORrRhB+lCGE6Q++jIp/PIPyr16MA2+OYtqD7ahQZBzCcYh7/ahyhRB65Bn4N2+mi3fPPTQSz5+PWKUfYyMhzOt+Dp+JbUdvsw+dsQ+hZm8HqiJ9GPM3YHcVBY/BMQXnyg/iCwevw7zYTshQMIpKvInj8eD3LsRFrgHIn1s3qd3LDQ3weZaht1/GgQPUfXQfVNDU04EG9KFqXgMO1C+DxyMjEAB2blfQeDDpngHyz4cSGFh9CwTof3Mz0HtEQc3uDsyN92HI3YDtiTYYDsTwUe+D+I/QbVi2qRPqM2FIYhm/pYVuku9+F5BlmjzepuATCzowoPZBqWjAHbctw1tvyXjgAWDR7jfxo5H/h3J1DL1oxMFYE8p6Qpjxty0I3P8m7qv4PM4LvIHR+AC6/Y1w1zXBE+/BzME3gIpGzfao+9ukRF8QCMjjTsMdOyZatEWaohCoAQqWTz4ZuOyyyac4GqXJjhCqHn2UArWyMnotFqPHvXtpFb+iggTkb3yDgqXeXprYPv10asef1yvj0GAFrla/iWnRPvR7pmMg3gSvGsQKvIqf4+v4zvCvMdJ6xvix37pewQdndEAeSHE99YW0+vuh1NXDszmKdwVlfF3+Leb0dsKthBGVvOiRZ+C+0Ll4ee87gbe9DXv2yfjd7+htaqsV4NXUbUYIrI89RpP3wUFg/lwSjDyH+nAk3oBedRl27ZKxdi2lAqWrBVJVRU6oOXPoOt18M01A62sVtI52INLdh1291fAOjuGruAHHoxOVY2FEgz689fAS3By7GM3TVdTumQXs7Uud95g4djFx/MlPaF7w0EM0md28mf40WZ48SRQC9fnnU+ArUlWiUeBUZSG+8LcvA0+lF+uFcCBSjySJ7vdFoQ7UH+lD5bwGHIovw0muN/H9yFXw7doLzJpGccebb1Jja26mhvbII7m7p9K5XbdvJ2uQxwMcfzyiFX6MDIZwUvgVLD78DVwxdCOWBA/gSvVqlCGIQ/IshOGHRw3hZHULjgt+C79/6Wt4x4EbIKdYtCjfPw/3Dd+KyJjmCk2eiDY3032qxBSsdHegwUsLO68Fl+HGG2VMm0aX9OGH06dlJ/cFx4cbcFRZhvYf7cfCnk58xX0z5h7thBQlwfdNLMH1+E+Mxaoxo2wQA7EGbIuQYyIcBn78Y3Iq1ddTm0j+L8Sq5EU1EeuJCc1Xv0o/Jwr9jh+37liVmjpEngeO2zuAvdsaMFS2DPPnAU3bn8C8o1vwAeVvmIFD8KgRxI760CktwW0HL8ah2yTgHeek79uT4tjByiYM9oawLL4Fxx3qhIwv4nO4DTXKII6iCSGpCf54EAvGOvAj6bv4cuRmHD06Z9L4oSxdhhdflBGL0UdWVGiuUEXR3OTLl2sLLmNjdK3PO89YDCPLJAp8+cvUt4qUNrFwJ2ogjo1pi4WDg8D/3aPgkren6Bvnz0egewg1owEcxEx09zfBHQuiGW/hu+6r8JsZ0/GC74wJLulHHlbGnatjfhLBT1gq45GHFZxZ24EVs47izKX9uO/n9bh/byM+/J3EuP2jH5E61t1NikYkgs+O+HAqlqDxtyei45lT0Nn5ETQ2Akd6FDR2d6C1pg+upgZ0KDQm7NqllYNI1b7zjgkyvV/i+ZOO9GH0SAOeGVmG6S0yhgYUVHZ1oCnYB69UB48HqHUP4GCoAW8OL8N3rgRmHu3AyrmTj0/MNVQVWLZUweyBDvh6+9CrNqA7ugyjoxTjvrqF4uuV6MOorwG1ci9+GvsaqjCMw8EmVNb4UevV5mL4z/+c8Cc1N1M72PaagsgLHagMa9fuB9W9WLDpFowpPhyWZiAIP7yxMdTvfQWfwg74px1Ef+VS7f69YBC/+vS/MHQ6uQVPOCFLWmW6PnbuXM3mN3s2/T9wAOUH96BMnYG/bZ2LXVtewyXDv0IQYeyUZiPqpjll4wNbMHr/m7i27G0Yw8O4KPQbLFY6MU0O41LFh53uJQj+6J3AJ6YZHgv8fop/BgcTabqKgvLtHTg91IcRbwO2qRSbhsM0Fg8NkcijKJOb2+7dwILQG7g2djlqhsbQLbUgCD98cggrlFdxI76M3wS+AvnAfIz4zM+99P3Avj0KTqvsQKPUh6NKA14JLQMgo9yvoH5fB06MkMP8kG8ZolEZ1/9cwTse+RHk7RPvxWDch6sOLcFNuAw9ZSsxMFKF06P/wldxA5bs7USFJ4y4y4e95Uvwq8HL8LvvLwEaZ2O5mn0hdqohqWoum7dnZ9WqVXg5sRVSV1cXrrjiCmzcuDHvn9UzPDyMmpoaDA0NoTpd0Q+7s2EDDeR33EETcFWlUbW6GlBVqGMBRHyVCMdcCAVVHFRaMCZVQvK44UYM/tgoZkjdeNO7HL/2XI4vuX+LOWOd8KjUyDuiS3CTehk8Jy3Bn1+eO7lNWznoGHiv3/0OuPKLQ3iv50lc5r0NLYO0ChpJiEK/lr6M/xf/JVbgFezGPECSAUhwSzGUqUHMkA5hcPEpWNRxL+S729O7y+JxbO2bheDubkzr7YQrRj79Q5iJp/EOfBB/R708jG40I6D4UY4gZuAgQvDjZ/K38Qf/56BAxtlL9uLe998C+Y2Jn7FdXoL/emsdyjxRXKD8HgvjnfDLYaiyC72YhlDMhQalF2WuCGKyD0cblsC/5p1Yfpbxjvypb/8dt9+m4vyRW7FY7YRXpfN0MNKIJrUbXkTRKzVCLS+HNzyChthhDMoN+MNpv8b//LIG8nXXkN2qvBxjza3o2O6HJx5CC3rQr9TgS/g1JACXS9ePr0arHh/2VyzBrwPr8CjOwv/9rQJnNaYPIvTPb/3sL+C7+zaUIYCj0nQEVT/K5BCmKUcwjGrc2PQT7Dr+XOzdS4HPvR/egNce60Vw89No6uuEHKO/r7tmMVZU7kJNoHtcjIIkYSTqgwIZ5eoYTXDds3CkfB7KGiux/HsfTTlrELtVnnceWYI/9jGad/3jgSjeGXsMX5F+jUXqdngQRhReVKtDUFWgE4tR7lXgLnNDCUcRDcXRii643BLK4qPwqSFE4UYQ5QhWToMXUfgDA/CUueGv8gDRKNRoDKP1czBW1oDh3X2ojPQjrso46pmBHrUZC+Odic+loP+6+OVYig78BN9FGQJQIEOBjBD8CMOHI2jC8Ds/hDNOi2tFMnRt8l9DS/C4cgZ+O9qGUzwvo23st1ikJD5D8uFQ9RLcNrwWQ2o1bjnlNkzvT/xuKKRZOYaHKYLIsDKYkWyOzwULaD/rvj78v+834J7n5+NDtU9i7eBtWBQXfYEXhzADf5PPxYhaha+p16MCY+iTG7FoWj/KI4OkUCgKRTBnnIH9e+J4smsWZsjdmDPWCTlOf/PBqiW4ffTfMSZVYD2+gNpYL2KQocKFgFSB/eosDKIa87AHFa4IorIPXbE5KFdH4UYcIfjhdgMnTDuCshn1wPvfPynf6okjS/Cz4ctwdOYK7A1ORzRK4lNdHa2+xqMKCdSz+xAopyCpulY2XEfm1Vc1gaKynIQY5Wgfdg40YKu6DIEQ9bGiIOpbbwGe8Ag+Uvskrl10K6YdnXgdXvW/HYf+7xmciG3o9c5AKCzBjRiCIDVjLvZiq7QCV510L4Z3HMby+Ev4ouc2vHNaJ/zSxD4WAM1+t2whNSwWQ9zlQX+oDH6EEJIqsFudAy/CmIv9qMAoVEg4jGbsqlmJ/y2/CI8MrcaXq+/EWRX/wknuice6NX4insE78OfAORh5hlyhvfFaNLoH8CX8GsdFO+GV6B7aLi/BL+Wv4CmcgaXLPVi8mISn2bO1x9mzJ9brUhTg46v3wtvViS+7b8bcQCfcahjxUAzVGEYAZdiP2VB9ZajyhFAX6kEoJqNPbsLJrcNwDfbRm4iiFC7X+LErx5+AHYNNeF06Cbf/uQ49PUCDPIBhTwOG5y3DaEBGczOlqbcc7UC92odwZQO2uZbhrR0yYhEFa5o64Bvrw6FQA16KLMM78Axu9XwBc7Ef/lnTyNZ64AAFv01NwO9/j/95/Aw8+ijwoQ8Bv/nZCJaMvIAvxX813hfEJB+6vItREzqMGTiE2mY/qvr30RK0omjX1esla0mye8poYQthB5NlTTjyeklxHR2lz6urQ7BuBvZ3RdAfLsd87IECCZUYhR8hROFBABU4gFkYQg3KEESL1IMe/1wsrT6AssFuEqgT50E91I2dynx8AeuxZ+Y78J4GWsw5qjTgX4Fl2LWbFpKkeBQXKO24CLdjlnQQgIRwoh9eL30BkbiMqmoX/C11ePeZwNsWDKBiTgMtgrgTMU2SXenwIDkNH4u8A58O34YqeQw9UgvG4n54lBBmYx8qEMQQauDyuqiv8dJE5dH4u7H6dD+i0fSns76e5pqbN/ZjXt8WXO79NVojFBdEpcSEJnYZdsqL4A8NYVZZH9zTG3DZaVtwRvMucms8/RJiYyHIkTAUFRhRKzCMGvTJ0+BzK2iKHEATDkOCijFUYh/mIAIvmnEYw6jEE9UfxmXveQtSingLqkrbwuni2IC7GjsDLYjCjUb0wo0oIvBhD+bBgyi8iCCAcpR7Y5geP4QOZSmUd70bH6l9ekIfO9iyBBc9fyleUFajYl4jKitpXB8aoo/2eRQsl0iciFRRmueefTLFGfeaC2mfegr4xXUkDvlG+9A11ICd5ZR+KK7P/PnA2M5unBh+CZe6bsO7m5L6xhNOQO+mxxDe042u6GyUIwAfwhhAHRTImIt96KpZgR+tuBcKZLz1agDLg//C5a5farGe5MOb0ePwnHoKLvTdg5rIEZRjDB7EEJc8CCluuCvLUN5cQ1a/QACqJCFWUY2Qvw5jYRf8gUFUuILo+PhV+OhDX8Cq8LO4JPKb8b5A9fjwRnwJNsjr8GLVWbjtfxPx3h/+kDLGyCkmANLHBeXlmmocCKC/O4yhsA9vxY/DS55TsCL8IhYq21GFIVRhFBKAUVRiCNUYQB1krwczvEcxc9rkxaqr4t/Fr68ewfv8T+Ji6TbMGp0Yb10bvxwqgK/jeixBJ3yJ2KNGGgZUFZ1YBJckobZBxtJpPZC6u6mPf+c7JzSqJ6/8O37xcxWfi9+KkzyJ95F8eAuLUR87ipb4fuxXZ8PjkyD7PBgbUVCpDmMRtgOyC0OeaYjJPux1zcevwpcietJKnPzROXjsMW3XtbQk+lhVkhHuHyO3k9cL39BhSIEABQ2jo+PbCA5I9YgMjkGBhGppFF6V+tgxVOAQZiEgVyKsuDAXe3HENQNl8VFUYxhH0ISwRAu0jephBKVyhC+4CMvv/Fr6OV9ijqAcPorXnujHdXfUY/fRSiyb3oNze+/Egog29+uUluB6fBXPuc7A9BYXBgepWfzzn8CKZRPnGv/72lJUrDsPK5WXcUCahajkheSSUYYgyqODmIt9iMOFAXkaYq7c5l7YsAFbH9HmJp7E3OsNZTG2eE/BKbHnsEDZAS/CUNw+7IjNw/PyqTjN9SLO8L8A33DfuJ1KrazEjv56+AKDCMGHu2q+jOBwBJeq6+FFBIfRhIjkR315CPXhHozEy/AHz2fx7rIXsEjpRH1FimyNQqbVFwijek1BRKmuri6sXbt2XGgCgLq6OgwMDOT1s8lMCVHqO9+hVcNoFPD5oMZiUCNRqJCgQMZ+dytciGFGbB/2Yi560YBWdEECMIZyDKEWiuzCNOUowvDBgyh6XdMRgn88iB5DOX5Yfz2+9fD7sUJO3NzPPEMDQaqCFgWciN7zcAPuuq4bv4hfDj+C6MF0hOGHH0HMxEEokOBGHPsxB2H4MAv74UcIezAPbsRQhVFUuEK4/p1/wmdnP4rlf/4BVH8ZAs3zEZH98CohlB/ejeBACL1xqqw7hnI0ohcVGIMbEchQEYUXb2IJBlGHWgxiFvajAgF4EEEIZXjcdRbaPRfB64rjd8pFKKuglS8xgIY6d6NvxEOTVsTR75kOqcyP2lA3Zkb2QAXQ7ZmHqiUt8CWOSQoGaZXlxz823DZGfzFxlcUXD2JhbBs8iKILCxCFBy7EEYEPEXgwT9oLyDKqZ1bBf/TA+FL5SPl0vBZYAEmNQ1XimId96EUD/AjBhwiOYDoCoJWSZvRgTCnDXfJn8Y13vYDa7vRBhCjKoc6Yga5Xh+ANDuMQWhCBH5KkIgYXoKqYi33okFfgW633wu2l4O76hTfhuAd/hXIpgCH/dIxEKHifpexHA3qhyjI8soJ4TEUcMmSoUCEhBjdkScUB91yyxXtqEPrFzZj76TOwezcm/Q8ESPcNBCioB4Bpbz6F66NfQq06gD53IwKoQG2sFwuxA3HI6EMDXFAQhRdjciVUAHOUPfAiAgUuhOGFG3F4EUYcLuzEQoR91ahSh9Ea246RmpnoCdZCCUXgRgxjqEBYKkOd2oe52IMB1KPbMxtxN7XZusgRhFUXWtADH8IIogwKyMXmQQQqABkqFNmLsioXpOFhCpAaGmgJvaYGw1t3Ix5T8FPp2/h0/E5UYwhD/ukYi9NnNCqHoaoKVLjQUhOEb9FcupY7d2oFEVpaKGdFVEPOoc3ixhvHXWITKiuPjpI6IElAOIyDvT7sHa3HdPTAjTgOYzr8CGH2uHgBxEHL3vswC1H4sFjaDrcUhwQVkiyT+uN2Y6w/hF6lDrIsYdA/HcMhP3wIoUk9jIjqQTkCaMRRhOGFAhe8CEOGigi82I6F8CKCxdiOg5iJMHyYjsNQAUgAQvAjJnvR6BmET0ooTrq/rf/VveiONuCbvl/iubI18Pup+3Qd7cb8/pfxif7f4bhYJ8pc4ZwE6lTCiUcNI6z6sDWyBNepX8Pz0mn44JxtaPH24fXuBsyO78Z3Q99Fg2cITctnQPL7oQaDiHbuQiigIqD4cECeA0VyY258F7wIowctOILpaEAvajCEqyqvw0jEix9G/gsVcghVC6ejpkl3PUURJrHlpiwDLhfiwTBUVYUEIAgfDmEmWtANN2KIwAMvogiiDCOoQUj24y55Hb4a/wXKylRg/sR+fGQghuvUr+FU18s4LkZBrKzGUJMQjA5gNmLuMpTLITTEDmNMLcd3Km/EJZvOxtlnG2uyWz9zHfy/v228HwrBhwWB11GJEYThwy4sxLC7DrKqYFq8B/PRhSg8CLYuhW+4F+V9++jedLkRqJsJ2eOCu7cHsYiCQakOkhpHFagYxxgqMCpVYrt7Ka6JfhVlrgi+JN00PkmMwIc3lcXYjLNwFh7B8XgLXoQgAziAGShHEHXox1HvbCyWtqMaCRG5uZn66BUrcO2p9+LvD1Gq76s/34wfBb+OemkQI+XTMRT2w6uGMCO+Hw3owwgqUe8ZhaQvhihJ1Og8HiqYODAwQfQyXJH7qaeACy7Q3K6zZlF8IPK0E7nuKoC4KmM35mEGDk3oY11Q4EcICiTswEIMyfUoc0VwXKwT7roq+BuryQ4RiwFuN0amzcfg/hEcRAuG/M30c3Ft4iMmoj/Bd/E2vAAX4ojBjVFUog/TUINBlCOAIdTCjQiqMEaxllSBMbkKRxpPRNmad2L5wONARwdUWUagsgkR2Y/+7hD8g0dQFetHCH68hcXjdriq2ACOw074EMIIqtBVfhIqXCHUBnswEK/C3Quvwo/ePA+hELl09uyZ+F8UJh4ZAWq3Po7rY19BNYbQ65qOiORHhTuExsghhBUX9mM2mtALv0xi1aBajQXqTkRkP4bUKsxQDsKNKCSoiMGNo2hEC7oBqORIQxRReOBBFHG4sQMLEYEX89FF8UJNGXyL5k3s24eGSIhKFLZU43GoYRq3QvCjCwsgQ8FCbMchzMSQVIsZ6gG4EYMCGQFUIAYPfAii1hNAeY13Qh8bfGsfuoYb8APvj/F840cwb5gE6sF4JXzRUXxJ/RUWK+Q4iLl8eEtagnuqLsbnLpJwxk9S16hKSSKWFelWoeEweod96K5dgo3lbdg1Oh3uSAiDrgZMD+/F/4S/hXIphOpFur6xqwvqyAiGlCr0SM0YUaowP74jEQeUYxcWoh59qMEQrmm8Do82rMWsXY/jmujlaHQNYKi8GWHZD58SQuPIblRgBEGQyC9BRRwuuBCDBMCNOGTEoXj9QCyOsOKGCwricGG31Iqo6karvxsHZp+Gr3Z9Cb+IX44aaQj97ukYU/zwI4SmOM0R/lh5Ef5z9TMU7/X00AKVx0O506KmRS4xAZA+Lnj9dSAYhFpWhkDrUuw76kd0OITpob0Uv6AW/ajFHByAG6QIxuBGLxowA92QAOyV5mFGY2zSYtUbDWegfeepWKduQBmC6HVNR1T2o0wKoT52GGGFYgs3YjgqNSGo+jADhzAXexGDG51YAgUuVGEEdf4gps2tgOR2U1u/7jpg7VookPHd4zfhgu3/jWoMY6i8BTEPXbtpgX2oig+gGy1wyyrKlVHE4UIQfkxDL1yIQ4WETvlEKJDQqBzBiKsG36u7CQdbz4DXSxkFGV1+Tz2F0fM+i7GjARx2z0RQrkBd7DAWxHdSjOSSSS+GDEWSccTVjIbYYXgQHe9jZajwIwhAwk4sQA9aUI4xHI9OjKAKO7EAkizDo0bGY6npOILhimaccNYMSG+lEKgB4OBBhHYeAAKjkOMxROHBKCrhRwhBlGEv5iCSmPsJQ8BP8G081Pw5jAVllMVH8LcP34JVgacmzCv7/S0IbN2Bw5iOqORFlTqEcgQhQ0ETjsCFOBTIGJ59IiqqXTnPvXDjjRPmlpFh6pxrMYhRqRr73PMRSNxDs+O7UYNhDKEGdZVReEKj4/bKuCrhLXUxJDWKudgPBTIkKPAgiiFU4wDmYBC1VMdTDWEBdsGrhjGEGhxxtSDmTmRrqN2okEOo/Nol5u49m1BSUeqWW27Bxo0b8bDYpgLAggULsHHjRqxcuTLnn03G8aKUolC178cegzoygpjkgaTEJ/xIHOQU8iKCCDwAJETggQLKDVEhQYWKSowhiDLsRisCciViMm3/4lIimIP9OOieg/lva0L1IcodloOj8I4O0OpCczMFjFZPRN98kzqS+fPHJ6LDIS/GeoYhQcV2LIQCF2qlQcxSD6AcgfHJ4iCqAUiQoMKNGDyJ4EWCAhcUdHhWQ5ZUHIed2BsnhV+WFMhqHGWxEbSqu6BCwm7Mw1zsg4w4ovAAiXNF4oYHEXjgQxgqJITggwTAgygGUYdhVGHIPQ0nlXehDEFaqkxU8o4d6UM8EkccMl7Fcvg9KlweGXODnShTAwAUyD4fPEuOo6C+t5cmbyedBFx1VfalO0UB/vu/gddegxqLI1DdjJivAujpRnl4gAIRuBBAGVRd8fdyjEGCimjLXJQPdgOKAjVMf183mjGEGjThKCowmgj+ZQyhGgcxBwOopcNS4liE7ajEGCoa/Ag0t2oTxa7XqYP3eIBp06BGIlBHxqBGIpCgIIBy9KEBlaDqmrvQChnq+Mr3Bf4/YZtvJSIhBX/Cx3FC5BUclZog+72IhhU0xnswDUdQgQDicCEMP4LwowZDicFGAkkFwFE0IYBy1GIQB+XZeKDh05CkyedVlgBPPAgEgpg1LYiWFqD2pc2YpezDsFQDSVXgVcOowCjKEQCgIg43AqBiXlJiYiRDgTr+jAwX6F6VE+JVl2shZsb3oQrDiMIDFfJ4u4vDjTA8KEcQPoSxE8chWDYN8HmBSATxYAQnqq/BhwhGUTEuSLkQT3x+GCqAKDxwV5bBHRyFGo9DkVwITJsLVJRDOrAfI7FyQFIRVr04KjXDXeaG6vYiMKZAicexClsoCKnyQJo2jZwQb7yhVUOtrARWr9YKHKVYGczYZj/+cRK8o1ESuJqb6b26uoBYDKrPh8D8pYi4/Og7EETLwDa4EcNbWAQvopiNAwmR1QMvwvAgjhhc46KcK3E+Fbjg9shwKxHAJSMaIcFyP+ZAcrsQjcuAqkCFilbsTlw7EjS9iALjVxIYQxkAGVUYRgwiqJcxhgpIiesr+lhZiGH19STeDQ5iZGcP+mPVeFVaiUvqNuIDs19HA/rQdLgDnzhyM3xqGKOV0zF9nj9ngTpZOIm6/XBFQqgKHUEcbhyRmtEo9VLtHZVWe11QsEudjxPmBgC3C8ruvfDGg/AkhPlB1ECGmjgXElyIQYELHkThQRSHMR0uxOFCDLvRihNnj1D64cAA/Y/FtImoqkL1ehGXPVDCUbjVKOKQoUBKfAaNW9RXqXBBwW7MQy0G4UUULknBUXUaIq5yKLILMdUFjxpBi3IQXjWMYdSgR25BQPFhKV5HFUYQgg9dWAilpg6IRoBwGNNxBNvKVqHxiXuxYqUBe0SizYYeew47xmYgIFeiQhnGgvhbUAF4EUMMbgyhGiH4UY8B+BBCDG7scJ+IWcoeVCijCMMLP8IISBU4iJmYp3bBjzCC8EOCCg9iUKEiBg/2YzbKQE5LMd4MeGlxxh0LoUXZjzoMYhA1GEBdor+mBRUXFIyhAgOoRy0GUIYw4m4vvKevRvhALzA8hD+ddh1+umstYjHgpp6PY8HIKziozoTHL8MtK/AHBtCEHtRiEIAEWdbZxpJxuei+F8XTamqAU0/Nvk+6qlLF4KGh8bF/PNdK/IgkIQ4XVFVKLDfQf/oJF+KQ4QaJZTIUxODGa9JyeF0xHB97DaHaFrhrKuHf+9b44YRdZRiKlaMOg+hDAw665iAEmjg0KkcQUd0A1IRIGkcQPsiJayACYU9CNJWhJD6frluPayZ8ahgBpQzNdWH4Rvuww3sCAkoZlET6WHW0F8fjTYThQy8aUY4AXIihDEG4QRMzCcDushMRVH2IhhTMcR2A7/RVmPZ4+j5WFMb9y58ULL/q4zgp9gr2qrOhyq5x53KVMoDj0YkY3HhDWgpXhR/eeBCtwW1wIYYdWICZ6EY5ggjBCxUu+BBMLPbIkBCHGwpC8EOFBAkKvIgiBB+60YKZOAgfwgi7KlDRUKbl2ST1BTHZAzWuQBo/oyqCKIeS6GOjcMMFFQokhOFHDK7EiK6gCqPUx7pcNDYtXAj09mJk/yAGA17sleZgAA3kbJHC8CGC8vgwxlCBfZgDxeNHuZzHBC4plh2J+7F7WwgzonvhV8Yw5q5BWPUirHhRqQ5DhoLd0nycOHcMVTOqE269Q1Bi9PdH4IUMBZFEr+pGDBJUyFCpj5Wa8Yq0ErVKH2bhAHrQgippDC5ZgUuNo0XZjzIEEr8hj/ehCjAeY8XgghvKeF/jRhzuhKA4gDqoAHyIoF9qQI06QAvZHh+GUItg3JOI93agUg6gfHYDpMZGmgcMDlKjdrtJVC4vNx8TABPiAjUSxWj9HMRqGuAe7EXlwU6osThGUYld7iUIqT5E48DxeBO1GMQwqqDChUqMIgQfVEiJWExNjCoqwvChXArDLSXmTonFqtGIB0ogiAAqsAML4fZI8Fe4qNBaMITF6ptQAbyE1ajFMGbiACoxAi9oC8c43AjCjzhcUCDD45FRhgBcShSxac3wnLoKO8+9HHsvvx5LxrbgoNqMmMsPjxxHZWwQDeoRNKIPsYToKoFGWuoTaO4gQUIPmhFIuJQb0I99mIO75M/C64pjZlMM0yqDmFYRxLSKEBorg2ioCKLcQ/fbyOZ/IdY3jD61Di4pDr8aRhWGaL4CFQrcGEXF+DhfhiBcUKAAUOBCFB74EEFCtkIcbryGpVChYjleQ3dioaoRR1CNYShw0UK8FEOdOgBUVsJ7/HGTBWoAYckHJULtPS654FKjcCdi5iD82ImFkCSMz/08iCIEPx6Xz8Lv5Ivhl6PY4EoyBAQCULZtgxKKYAjVcCWOW8ToLiiIJPoXd+scWmwRc6+lS2lOpW+zQv4Q45LI1f3Rj7TdDerrgfp6jPUMI3qkH5UYRQDl2O89DqG4F0o8joXYgUqMIgg/KlwRyG4X1GgUikKtNAxfYtagJv7JicXRCCSoGEUFAqhAFG5MQy98iGAXWjHmqoFUUYF4JGZ4rLArJRWlrrnmGjz88MOThKb169djzZo1Of9sOBxGWBRYAP2Rs2fPdq4olcjLGA274d2zHRLi0E94XYnwLAw3vIgjngjwFbiwD3MgQUElxlCOUZQjhCD842JVEGUYRjVGUIlyjGEe9mHEVYdD7jkIqj4sib2OCmUYABArq0a0rgnu4Cj8gT5aDZg/n7yjRiaid95JnVE8TkFrXR1NSg8cACIRqF4vAsctR8TlBwb6UXngLcTgQh+mwY9QorOTEgN4HOUIJrpQGUGUw59QwWli76VUE6kCFeoIjqIRqiSjSh1JrDzQQCXEBTG5j8OFCHyQEU+sOCHxGSIcIrlLTFr7UIeqhHAjuWS41bjWgQGIqfK4SBFCGeJwQYKCcgQSE2gkBgJo1Y5FUYLy8uwVxMVWL+J3Ep8dV+nI6e+UMIxqBFGGcoyhHAG4EadXZTdcahyKqibEPPGI8cm5D2GE4YEbFEAFUIYw/IjAg3r0w4cIjqIRw3IdFNkFSYljlrIvMeCBJhSQE2IeXTc6l/J4KpBY9ZYS3fCrnrfhB/JV6I3V4C7lMwglVmar1cGEPZuEBz9CiEPGTmkRFJcXC2KdEJNZefx4yxGHCzLicCOO3XIrJJcbfjkCvxxGmRyBX47AJ0egxIFgiASqcl8M4dEoonAnrpQmNZUlPleFhAOYDRfiqMUAqhLOHRFoKwm5Igo3PIgm2oI87vQLwQcvopCgQEmsjkkg0ZDuz3IEUYao5IGqSpChoBFHEgIXic8y4uN/s2ivcbgguVxQVRWqgnEhYRSViUlcFFUYxRBqEZAqAFVNiLUqXIiiHgN0hSQZcZWmgWLiB9E2JC+QKKgqiVTNuXOzb70UDNLMSfxONErtN+GIUGJxRODFDt9JGEUlKiJ9WKy+lfgbSGx0JUSoWCKA9yKKeEKclhJtS9yzABIBv3c8kAyiDHG4x3/GhXjinKuJKywlHl3jwQyJUNS3ikBRBRCGH12YDw9imI4jqMUAVMkFWVIQVxIt2uXCQWk2hmIVmIZe7PMeh5lyN7xKCDWxPkhKHHsxFzOrR1E9o5ICtsFBmuwvWgR86UvG+thf/Qrhzl04GG5ESCpHXHYjoJbBFxvFCXgTccmNN+SlCCp+1Kr9WIy3EIcLvWhEHfrgQwRxyIhKXrhUBT5dHzuKKgRRhkYcgQQVocTkphszMAd7E/dz+biYL0GBS1Ig6fpDJXFtxPjjSaxqxyHBlTivydcthDKoUBNjVxlicI9fITXxfmIyT4J6LdyIYx72QAHGBctwYjFBtGAvYvBVeSF5DJTMjMXIwSdJUFUVcUWMv7HE30rvGUIZFEgoRxAKqNcYQwXKEEz8nBBV4ojDnXChuOBFDHHIiMCbEKAiCMOPbkzHXOwDABzCDEoJk11QogqmqYdRjgDC8CUSeJXENVFQgUDifMvjbkpNTIzBnZjovoxVeNb/Xlzh+jk806oxcDAAb3RsvO+WoSQWMAC5zE/3t8dDAnV84sIYJInaqxiHzI5fkqS9Z2Jf7rjsRlyRsAOLoAJoUI+gCb0Qo7L+Xo3BAxdicEFBINE2yxFEDJ7xMTgOd6IfI4HLhTjGUIEh1CLmKYOsxIF4DNPRAyGBiXHRlRCdxYQpAjc8idX2cGIi7E1MmI6gCQ3oQ4UUwGFpOiKKF25XHF7E4I6HUIZAIvagPl5N9ON+hMZbiAwFQZQnBPA4/DKJ78L1mYnRsBvy2EjifpLH20IYnkS8QmLwfsyB6vGhMjaAaeoRSInxSR4X/cQdo8KdEOGFAK+/V6XEGQ3BBz9CdG0k13hsOk6iL6BrIY9fP623FX0sOV3EGB6CH4ekWYipMhpxGPUYBCSJmoyuj/VOq8Ge3kq0xPejHw044p0F+MjRWBYfQRheHHbNxLQZXriDIygb7YXkNtHHAuP97HhRwLo6qPPmo+vFXjRH98OHMAKuKnRVnATfWD8WxN9CFG6MyLVoUPsgqXROFMmFuCrDh7AuZpdxBE2YnkiNpIUVGfvd89EQO4IaDGEME7c0o7ErkGjPyX0oXTe6/trYlXzdAihHDDLKE2JECL5E/0R3Vwh+jKASTThCbpO5c7SFKpeLxvS4TuzxeOgxHjcWEwDjcUEEXozE/IgpdN/5EEqMKdSDhsYFSjXRz4qRWIs11cR5IRefFlfSGZEAlweq1ws5GkZA8cGvBBGCD4ellkTcTz/rRgx1aj9UAEOoJccpJEThQhnC4+eH7i0vfIgkRFTqkw94FqDGPQa3S0FoLI5htWo89qL7RIs91ITw1I8GlGMMc7BvPJ6RoCIIf+Jvk8bvlT2Yi6BUCdmV+pS6pTiq1SE0xQ4l4ljtXFF/E04s5sno8i6B4itD/eheTFeFA1z0sdRa4glhmNL4fbRwmUifFmNgGL7xe1cT1lxQ/JWI1jTAFQ7S/DEehxJXMYbyREokHZ8L8YQBAON/r/gfBhXO8iCKAdTjKBoAjw/LyndCikRozFEUYHiYXJggMTaAysT4r6IBfWLGNR4zWzn3UlUVyviZo3tHjPXiPpUglt2o7UAXtdJYJo9/LY5VzE9DKBt/Ly3mkDEqVaHHNRPweCHF/z975x0mx1Wl/V9Vx8kjjWY0ylmWHMZjSSY4gHECL2GBNWt2gXEAk6MMNjktYPCSTVjDYstDMHw2LDnZmGAcwLYsyUkOkq0cJmg0sWPV98fpO1XT6lDdXd3TPar3efT0TE+ru7rq1rnnvvc974kzJzjM/L/+GH1dd+7vUWVwSkpVtPve0NBQSa+99tpr+dSnPuXeAU03BgaYGI6yfaidldTTxDBRAsQI0ZBavILs1qqEIplK/JsZ5gltDXVMsEx7Fr9h0EcHzfooASNKHROEiTCHvkmyIp6EkD5Bi36EemPUIr8mRolOJIkjyV0oHiXw2GPw6U8XfgP39VntMTS58RKxJIefGCCuBZmV6ENHkri5HMRMBSsNDf8UgkCoF1UeJc8JaRAlhM+UvacODhEx6ydvcaVOUdAxJpPPkEqqUhAZtMWs6xiEUsx1AxOpZEAWX6amkzSZfK8YAcJMSBDxx2TeNtW0CZqmpXLrVBLh91ssfK7e5wrRqEzmui7vkTIz0H0aCcNHzPTjJ8lAaAHD4Xb0o0dYw+MkEMUDhtoN0UkQwMRM7YhoJNEmGXrZIdYnzy1o1DFBkBgmJg2MUmeMoxnyPyXRUqSbQRIz9VorzVWJQpA4OkmSqQnNT4JlyR18M34lzwRXszC5Z3LilGunMUITg1ob8829tHAUU9PRdTmnEaSbRj0TxAnQTxu6pqFrJo3mMI0nL2XJiZlbFxkJuP9vcgnOWn0Q34MP0BdvI2koIiTAiNnAfPbTkCLHzFAdg+F2JkYbqUs+lfouKhEyGSOMgZ84/hShlkQjdQ8RxUAjjrTOiBJiiGaWM048RZqEiBI0reugpyZSX+p+twhqY/L86iTRkkbqjlGLnGRK2u5PyflNmrVhgsRlEjUtxaEa/xNmiBhB/KlrpFIkDYO46SNp+ojFTEJaasG0b1/+ln3x+CQRZaKlFhUaWjI5eR8GiLMgthMTnZA5gT+lUPCllvpGKs6p8alGVBIffhKTBISQ9kLiJ1LEoJznMBPUpb6PSZhoijgwSBLAT5IoQeIEUaQ+gCoN1TFJpEiYEDHmcZDHWctsBogQ5mjnapJHRghGRggRhSTM5jBzSNLIGM3JMXZpK9HMetrMg/hIcAJPoA+bMJK6Q1SStGULvPvdjmNsSNNYxijJpIaZ1FOJj1x/04SGcJJYFOoTY6kxFaWDA5PXVcfEZyZTi0YVY2URGfbFISlJaihVRjaHvtQVSdLAGOPUTap0w1qURnNk8rwlpiwQTKx4IJ+idpv11GtMNGIpMhsiRAmmNg2MyUWHL0U2A7QyTCPjqbstPklYBFJKJiP1zhomAS2OZvjAcLAQtREwmi6bD6aZTH1riU0+kgzqbQSMmLUwh9Q9a6k3DTR8qflMyOkESmUXIjp5NuoZZyH7JsngOfRjJqwFfB0RTEh9lkSV8JR5UGKsgY8xGiY9gCKEieNn2GziOfyDsyf+Sos2gm9iH41oqe0KHVP3sce/lNmxAzQzgjF7DmONnTB4hAZfAC0QgEgEAx9RfwM6SUINfjTVpuvMM/N3Tdm/XxSTDQ2YkQjRsQQJPYjmFwWcORHFxCQQNOmnnURMZxZHU+ST2kuWBZuh+0lqQcLJUepTc66d4FQE4A5tJWFzgsXsTi0IoIWjEJede4mTKgZapJd6D/WOKoaaGFOuWyOjqVGRJGDGmGUOYOBDS5q291Kzg8lRrZVhrYVGc5ROcz/J1FjSJq8t+HypxaSZGot5yJMGxoiTJJ7KlmTTIklDqoDfSB1/JwdJxP22Mail7k0tdZ/I/7WTuXJ/yrN2EiCQ8psLpeZ5X32Y2ERCNlM0A39AQ4vFMExzctEaxz+50GxMla6qWOFPEbUT1BMgTps+yO7gSpjoI0KI/aGV1BsjhGIjoixKmsQOjbGAAXypDR8zGCZsjhMwRHEYJsrS5A70PaYVX+MFxFg4Npc9cABt/36WpmbmKCECRpSQMUHQl0RLQpgoQaN/siGKThLD1FP3qpBJMt/rzKEfe+lOlBCdiX0pBWSCekaJUs8EYRIECKRmM5UjK9JfS0Un68rZvgL+VKz1pUqyOzE1nXb6aQrH8AUbGR/XMeMJwkQIEqOd/klljbl7N/GD/fhjETDVLJpaWhsaeiKJRkoVt3+/sza+8TjJeJKICf7UDCK5jNyLitRXS3opTZQzZVGb1oyiqDctNa4l50rRAckk2sQEajtax6COCeaaB6e8kyL7NUxmMYSWyk+sO0Ag95OVNwWJMaK1EvHVY04kWMBuWojSwAhMHq9sVI/4WpidPEwjo4zQTCzUTFjXMSZ8RAhRR4QYAYaYjaaZoOskDY1Whpho7qR59Xya20McGQsyOBZkcCzEkbEQwxE55x3jz3De6C8ZogW1uZpMKaOUBQKAT4dRI4ypdTDLHJycn5TyXM296l6tS5WJqjigNleVrUqICZYwPjmHJyMGZqQ/NdPphIkjm03iXRWapL7UdQO1hWuf34xUjhdmgtU8STCewBiRa5iciE3GrZhWj25KztuvdzDgn0ujOUJzXMQNYS2GlmvtZW9LnEnxG4nI2svnk7/HYqnjtygmNf+qTXHJxeT4zdR9OJVojE+S8pLXqvPrnxRLDGpt+MzkZCllhDA6BhEzdbyhIEbChxntZ+f9A6zMXUhWsygLKdXa2srg4OCU5wYHBzN21CvktR/60IfYuHHj5O9KKVWrMGa1MTASQk9EeZalrOLJ1LQTTxFQWipBkx07pTpJ4KOBUeb4jtCQGGbYbGRCq2M42MEBYzF1jNLAGGFjnHrGJhVEjYzREB+fXIgakwmKeCzFCZDURGEzx3eEQGdn/v7EIyPS5SEQwNQ04uMJDBP5jFRyr2MwN3mAeGpn00oIQXYnpGQmkPI5UDeriTmZECXwTybrRurmVhPSAG0M0iYSWE2jnnFONB9NhTuNCcIESKTIE21y+St+TFHiBIgQIEiMIDEihNjDIvzEWc4zHA4tZkBrZzySWqKZOvXaOGvNx/DpJsGF8/AfOSJJ5fi41cMzFhODWJ9PypiamqRO/8c/zt8Oxu5uPDIiJVCahmYYmONxAnHZKYr5ZKfKp4NpyBJvVJvFYbOd+eyblN/LLkWcKIEUoRRD0X+q3lzHIBDU0fw+jDHZazjC7MmFZDCloxI1WWJSdq8UPSptiKZKIiWxlcVqXWrXJWCMM48jzIsfTJERGuNaHaNmI0dold0HLYDfjNHIKLOMAY7EZ2OiTS5U4wR4mlUkwg34ElECepK4GSb+4c/AJZnPqx/46TtkA/AzF2/hzP7X0jJssquvgXG9AUP3oycTHIibrOBpAiTFDoQkAT9oSVHkPM1qdJIs4xmCxInBJDmipt44AYKpER5PeSIpoiuJj736Utrm+ggN7McwJeEMhwMwFsMw1P0eJJnyC1MTnZ5KOkR+LWqiJDpB4uxjIaM0MYsBlrAH35zZNCQTREZiMnFqJoG6ehJHkxjAdtaS0IM0McxSY+fktQwQp1/rkHtOC1CnR1nQeJTwm3ukxDcX9u6FTZsY0xo4OBQmYuj4zQStDNLGQOpFZsokXlJTIU2FTPNpooY0TSGWtVSEEpVjYJKgiKZUJyEijNLELhZzEo8BJnv0pSkvGlE2hn1xmpKjmKYpiqUUGaCn0lg1bg30lOJKSFq1sGpkhFU8zVFaiRLm8KEgUW0hIV8EvxGnwRymlSO0pq5vc/IIawLbMYMBgnFrQSs/pH5SLZ0SCekpnKk/uR3Ku83vR9M0/NEomAnbzp2QM4vHtjNf86OlSkRUEicq1MBkWYcUMWsoI/0GRiEpc0zYFmPVuFbKs/3aAsZ9jRimTkCLc4L5OD49STIpSg0THX/quoWIoUpXdWIkUuUrIAvycZrY13gCC5pGiB8Qn5lBrQ21d2qaGrMZYBVPYQBHtNn4zETKAy+aogZk0b2PRYxqjdTXmSzsjOMzRsSAeu3a3OcVpMT8qqskNo+NQV8fmq6THI1iJlMLSk1jtH6umJ8nhtFJMEIjA8xmMbtJIAXmGuZk+blSUJK6Vw18k/HWT4KoVkfAFCI14mtkLBkGNMKMp1Rtos5JpFI0tShQiBIkQIz6yeWZIhODzOMAPhJCqJipRZ/fh99nSkKu64TRGYjPod6cYOhQgkP9Y2iGzqoE6GaSBHU8q6/gqH8OupGgfmyMJXVjNC9ohc9/3vH8NTxssmtsvhVj4wnq40Os4GmCJMEEM5lMLaVlvOwJLGaZuRMjYUqMNVSxjiLjmFy8KhVfgDgd5iH2Mw8wGaKVndpK2hiQBh4pQjxoHkapWhOpO0Ip43wpwlGWs4nUuNcn44QoTcIY6IRS3pMjWjOGKcR4hDDjWiMn8igN5igjWjPD/tnEqGNOrA8DjYBuoOs+9Pp6iQHt7XL/j446GrPa44+TfMf72X+kOWWgHsOnJWhIjjCffaiNRiGQQyTRmZsaR7JxIfeqUi8HiFFHlGhKCVjHBJayV8OvGyRM6DfbxPhfa2R77GQgiakJ0TVbH2OZ7ykSCZNnWcJC9k0SC4qmU+qIKAHCqTLUumAS9AAtyRFObd1FfzzIkUSII9E69tFGvT5BPeOEjfGU15coXjs5RNvoIEJKRyfzDh0bIVVojIUpcRZNm/TLVKqLEBE0E+aO7SRoRlGbOVJ+0zRZBuXDwD+pjNNRWucwUSKEUqW8xiTBFCdIMKXyOxBcwpghi9BAMkKDKaoJP5J/qBjqS20UAKny1GhqDIYQVYql0J7NUR4PdXFq234a5rUQHhlhdO9REmYzwfgYibgGpozyCbMOM6qyNi218JaNsf3MJ+mvp7M1QoM5Jn6I+XICwNizl4Gv/ZChZBOm7sNMiDLEZ8Ynlbg6Jk+ymjEamM0AK9gJkCKBjdQi3yLkAhipTQ3wpTZR1IaeWkOojVAdg6hezxGjWc65ZtLgm6DeOCBjxjRJmH7URqo5OWJJVRTEU+pJuW5+M8biyJOAIrjkf6iqhYivgaTmh0CQ2ITOMp5hju8IBJswTdlkDpsTxAiykxUkW2ZLM52oSaN/Avxhvr3yK7zne92sOgXmpp3PSESWXHd/cwsD37iPUa2BcaMeQxP/OtMw2W2YnMCTBIiTiCaI60kazcRkjH2S1TQyynz2T2482WtHVIxVm6vRFEHSzmEOMhcTOMIs9ujLmGUOEjYlb/CnZnptknDyY1dl6inrBLWRqBSa6roKYa/yJoNRo56YXkeEEBFCjGpNjPpaaE30sZbtLG84xLzFrSSjOsHdGpohJPak/61purb2Ih5Hj8UwdD/xqMGzLGdUa6TBGGElT0+uW5WqNJq6F2XdmWCcOoLEiROe3HCTjXaNMAYTvkZIGmBqjNHIo5yEBgS1uMSHWIywHidGkAHaWJn3zqtNlIWUOv/887nhhhuOeX7Dhg0lvTYUChHKpzCpIWyji37WsCb5EE+zlCdZzUL20sTIZHIeI8geFqK6I7XTn6q/TdDCUR5p3MBXx9/MB0NfZUNwK0+PzmPc38iE3gKJBLMTB2lhmDHqGaA91b0jJsqplOA/SIxBvZ0xvXFSIpgMNjP/Jw4kgir51JrZtdfHOGBoOq3mIMvZSRKdAGLwOEEdozQyj4PUMSFpoc8k5m8gFksQMGUhM0oTO1nGcp4hwDCqPn4kJdUcpoVxvZEFxm5aOMoojYzrDaDr6KZBPKnKd5Tywki5pMhyrC7FRKud6lAA4skkupEkmuoMM+ZrZlZTgthwHUxEGCREXcjE7/cTnzAZMUSaj2nC4KDsHM+dK91nRmWHgsZGWL/e8ufp75da/K6u/IOjq0tMAzP48wR37sTQDAwtQCKpEU8mCdkmnN3mIsa0RiJmOGWuapW8qkQoRjA16cQI6AZaSDxD6tqbOXpwnHpgnAae1ZeDaeLXkjSaI9SZE6kJR86VVRdtEEcjRCyV5kvSIImuTFhSXmbg82n4/SY79JWEI0fp0+aSDIaYSIpMOpCcoI4ID+jPYSzUxoro45im7FIN08w+fQlHaaHeJ9+oJXKQfS0n8px/y31eTztNSKm/DXVxZkMDzc8+yskrljLa1EIiDv6An+SOMcaONDCi+dGNOB2RvcTMAAPMQSS1oUmZ+SIsHzSAIWYRJyhdx1KeHXWp0lMdgye1NYQDSTri+/APJ6hfbvNc2r9fkuF4kpgZFGm+ZkmH9RQ58xhrWcB+GhlN7ZbLDveE3oBpCHE3oM+hNWYQIkndioWTnxHfvR8l8RcfJR9auJ2x8UOpXTWTEZroa1gKiThaLEpLcoiHws/jOZ+5Fl8gf5lZ/z1PEL13M4eTrQTCOnooQHysjqbEKDoJIloD+815xAgyQZhVPE0Tw0LA6z7C9UHMaJRkTAiRURonCWWlPkkivkcJ/OxlIeOpBRVoJEydYJ1OUg8TH49BwkjtkGqM08AOVrKAvTQwnkpYRfX4JCcQTJW4daTUpUpKf7BhOR/XP8uVY1+hy9jCHhYR8YUxffWMGE1EjDCzOCo+WHqSYHR0SqmvKl90laAGtEgELRonYeqQ2njQTOUJo9vUZhoR6oT8JIpOgihhnmUp832HaUwOoWsGZkBDDzWQGI2gaaKoGUrUpUznZePCqGvEl4xhTCQwTI1k0sc4DTQySpRQqpTA2l2W6+QjpMcJmzHx0EYj3BTiZPNxIqMhBmmjhaOM00BUC4tPjmEQN0QaP57qAlanRzEMIY3rUuUdpqbTuaoJPRalcXA32nDK7+SVr3RWsnPCCdLBSMXZBQugs5Pgww+TGBjCT5wxrZmReB2BVMmjjslBOumnjVaGaGQUAwgTZ5z6SVWTGqtSnuFL3ceykB30tVOXmEDTTdoW1RHul0VlMGmgx3USCS113SSOBIniJ5laHMVTykKTMIattEqpf0X5OUojsxjCFw4T9JtT5pBZO/bh1+r4J8/hSLKNk3XpHpY0RcvzJKuJhWcRCoBh+BmdaGDk4GFizYuZ43D+6jdnEz2wm1F/B4GQn4AO8bifgfhs2mgRJUQyzgJzLzECDGhz8JGkL95K+5yFNNUb6IOD+MYmUveTyTAtxAhSx3hqDMg1jhOgkRHmI3PcEWZj6jr9ZvtkDjA7NEZH8ogoT30+mIilFrvaFNIQVNmOzG/quvlJcsC/mKTpoz45QVIP0Oebh5lMqRBJoJkGMTOITh2LGwcxFzUS0+oI7ArhGz2KZpgwq028JVVeMDzsfMyecAJ1vb0s/ct9k7meoQu5Njd5CB8JRmlmn28JaKJWbTDGaWQk9Z3CqQWT7Nmr3EhtfExQT0iLUZ/qLus3EkS1ehoZJ0GAiBkiGtfw+wLUNegYsTj9Ew0sSGWsh5hLhLrJGKtIgjgB9vqX4U9EaNf7qddjUppkCHFrLlvOf7V/lhc//hVOikuMjephjGA9g1GDcaOeVo5OllKpDcZJZbpPYgYNDTKPFhpjIXOcjUQgEkHplgGazWFIkUmisNEmycpIyltOmjoEeYpVzOPAZE7vw+AoLYzRkCIxG/DPamJl5FEC40MkYkmS4RB6KMD4eIixeD2tHElt3CZTJLXSvWoo1fAoTfhIEE5tsgaIMYGcs1Gznm/VvZ9vrPwuPHI3WjxO00KJBdHdB+GZvRjojNLAM6yghSN00JfyVgvJnaElGA+0cjRaT7h/LxNnnMGca6/FQGdoSGzFBgetf/bfdzxl8KbkE5yS3MKe5KJJ838zYdBGP60MMUQrY3oTvoDOcKyVCTNME6MM00RjnUEwEWUiLnRfMPUdVbm0gY7y8IRQarOqkaf0Naw1HpXNzboJgu2d4mV1dIDGgUNoURkzejKJFgyQiBv4zASqeRAo9arMoeIxqjaCdMapJ6LXs8DYQ1SrY7e5CE3XCTeKr2J8wmCONs4233qGAh2sjm8naERRFgE7WcGYvwUtCroWoLF+ghXRp9njW8W+tq6s/HQ4LFWp45d2seuGFZwY28Kh8BII+lOuCRrDkRaOpnx5A8RZaO7F8Ac4as4hmRA/yXGtkTGzcfJeDRBFI/W3lFerzCt6atNSvL06kXmmnw7GaGCCOoK+OIYp6v8mYwTR5eqTymqlzFQKdxVr9bo6dDOBEZFcxdR8TDR0EI1ptMf2ckBbwEGzkzo9gk8zGUuGMJOiiB/ytdFw8kk0DB6ARBSCfogZMr5mz5a53c2114EDsGMH/vgEPt3H0kUGiZYgE3tMGIQgUYZoYS+LWJVad8UIoKesAELEiBPkaVbiR7p51xNBC4rqdelCE32gj8hRsVCpZ5xkoI5AfXjSM7NVeWae7uB71CjKQkotX758yu87d+5kw4YNk+qnzZs309rayvLly/O+diZj4IjOd3xv4794D0vZxWE62M5a5rOfxZMdINYyTPPkbtBh5jKbAVo5ypfbv8gvgq8hMUvn8MJHqdt2NyfP2sv43GXEdI34SBT/7kGSho8jgbkcZh7xuGgD1vI4jYympnWNCV8jcS2MFokxTzvEo751PHKwi+cNydzuy1LbTFcX/e1riN67mdHkQgJhnUAoQHIsTDIhO45HaWE7a2WHQItxwNBYluogiK4TDiQxtSRmRNRbUb2OqN7EfmMhK4wn2c98BrU5jJpSc1+nRdEDfg5H22lilE5fH/66OiJ6mLApHW0OJ9pJ4GM+ByfVT2JoKoFhL+3M5yB+3SSYjBAwTRL1TcQb22kfG2fxxD588QA7QidiToxLt7pEB5GERoMWoUM/xCGjg6AZY34wjtbUJElRU9NUUiqZlOf6+0USeuKJzhZLui6dC++4Q+r2m5qs92puRh8dJbRoIatjw5jRfvqOBhiMzAFTiAUTH0PM4ilWspC9KVNboenGaaBfm0PM9LOGJ2TSVZL15mY4HE1JyP34zRgJLUhCD3IkOYsxJEkyUvugkogJURxOdRZS6h4fCTTNz3iqvNKnm4SXz0ebPUsUCcvPYOzOu5hDHwPmXHTDR8AXp41DHKGV/5n1Ifaf/BKWj27jhB2/5l+HemXn3PSjkyScjNAa72M80Erdy8+zWnVnQXe3NI96aKuOeeGL0fr60KJRmprHoDll1NhiMhpo5trma3k0fgKN0QFGQ20sTD7LO/Z9mPnaQQ4xl2GjmR0sYxH7SKIRIMlebTFjNNBoDk8mqQ2+CRqMUUJmhPcHr6fT38eXku+gsS4y9ZoGgzAxgU8Hv89HzAjhTwqBINDYy0KGtVkYpo9VPEUolUSM0IQ/6KMjdpBRo57v6JdzTfTLhBoDUz4jpoXpYxY6Bku0PfRpc5mIhDlMOysQf7k+5hAZT1KnxZhj9HGEFj7W/x5Gz9aZN09y/sZG65/99/p6nTueuYJ3Jp9msW8vQ3onkYRO3PRPxq9nzCWM0oymmYS1KIeNdlo4Shw/ybow+sQommHg92kkTdhnLp7sWpKEVOIdmWxXnsDPCt9u+pNziBOgg8MMMxczRVy1008/c2j3HeG0WXvob1zG3v611EeO0J4Qcu9AYAlxfzMjEYiZAQ7TQbM2SoM5RpgIH274Ojtb13Hz/gifGXsfS9hDHx1EzDCNgQidscMYpsbT+mqWLNVp3P24ZZyp/LX8fuliFI26lyQ9+yz67t34NZNR3yx2JhZjmNKwoYFxTuCJlGzcZ1Pz6SQI8ySrGPbNJhlooIN9zG4xCMybA8kkgYMHCWgaQ5Ew+xNtrOQpIZO1JNHxJA16nDatn/3mfEykpMhAeaiIx5EqIwiSIKLV0WYOoGtI7GpsxB8IwEgCxhJ8U7+K1xu9LPQdYCjUybgZpl6LMCsySCQZlh1H08QIhYibAfZHF7CUZ6X8IdhEy9w6iGgwGigsxuaKs83N+MfHMWMx6hr8nFK/l7gW5OH+9cyL72EWR0gGwuyLz2cVT9PIGHGC7GExi9md6twXZCKlGlUkQIA4YzRyODGL+ewhoJvog4M0LZxvS3yHCKWV8EZTrQ5CRBmhGRONBkYmy3qO0kKEOoZoJa4FGdWb8ekmvsSTNMUjBOumxoKk3s9IvJHPBT/BfeFz6da3ceLcAbRnnubK2Ldo5SiD0SDoYeqMCPP1Po7os7lh4mped7+OYchbJRLyqP6p32MxnduHP8R79I+wiL0MxtoZN8XIfQl9HKaT92lfJlE/m5WzBnj6SBvzY8/wmcQHma8dxGibCx1htI4OfE8/TWQkzlgyzHb9RHx+jZbYYQLEaOEoDTYCeU94Nfh02sZ2s9R4lrol7SQnF6K70JIpPWsyiV8zaPRFSeoBzFgiFWWlfDdOvTQNsF23cRpJGhpt5mG26t10+AZZnNjJUGgu0VAT/vEI8+L7GNDauLXxct69TjqZNcRiENAtw/jm5pLzgro77piS6wUTPvTtJpqJ+LGEQhAM4ovG2D8xjxMYBnwM+jqYm9w3WYaaIMBhZjMvVQLqa6gjOKsVc3SUwPCI5ASNfrYGT+cnR1fzksSvU517O4hNhKnTYnRoh9hnzkcDFrOHPtpTJc9H6GQ/TYyyk+WM6O2YeoLZDQnQx8R7NBSSbsbXfZ173rOOZ8xxvqi9jyXspo+5RGISCzq0fpKmzl4WEWvt4JTogzLYjFSJjeoWuWaN5F+FxthscbahAR5+GBIJsWQwDPw+GPHN5pnoPFbxJP4U0WxOKpTkfn2KlUT0Bh7nZOYZe1jKbvb7FjFa186c5GGafROy1doxgXY0SHLCZK5vkH1mIxMRnTpdVUYEGKeOcCoKJFNKvjj+ycLlA3QSI8hi9qRIco1RmtjiW88N2lsJLltD8/NPgvunxrlkfRNxPYSZlM6LY1oDEUS5vhxp1qBhMmo2kdCCLNT3MZhs5VNb30ry3/TJpou5cOSIztd4L1/hXSxmDwN6BzEtTCgQIRFXbYz8tIYmiBJG0xMkkoFUBhkkOXc2wf07adDGROFo6hxK+XOB+EgGiaE6Rspm1SICZow4YlYe8tfT1B6GcBKCYRgNQmRi8p4K+MHv04hHdPRUGepullDni7EguZu9LGK/vpBGY5gkPjRdw9fcQCgxxuD4BHV6lCXJPRww5xGP6NQRY1FQzPYHL3413x7eiLl1G43RARaPP86VsW+xumUYY07IaiI01sfEaCv3172Yk7v0vBWnXd06H118GfN3fppO4wBDRrt0bdQidNJHH3P5WPi/6Tipg5bEAEf9bTQcfoa37v0Iy8xd9NPBRKCZXYllzDf3oZMkqCXY1XgSpqYzPryfesYIE6We8cnN1WcDJ2AYJguMPQwabRi6j4hWB6ZB1PCjTCiszSrlraRNbiKoe0b3gZYAn9qADUr1x9FAI62JfpqMYQ7TTkwPoek6mmngN2LMoZ/79DM54cZbWRl5RDrK/+hH8JOfyPheuND9tVdzs8SYRAItGKCpvQ7CSSINdYwP1tOAWETECLKD5Sye7CKtjM6lg+641sSiORNosWYCY/1oSekqWOePY55zJjf/bTVnHvmVdDgMdspmvy9Oq3aYI8km/jz/dXymu7ZMzgtB2Tylbr31Vq655hpOP/107r//fm699dbJv1177bWcfvrpXH311XlfO5PR1gbb6p7HF+v+m1cNfI8Vie0pNjVAv9kOKdZaA/x+jYCeIBLTaGSUzdoGbuU1nH6azsaNcPaOOfDUe9AefZSG7dtpiPUzGg9yf9PZ1I0cYnFyDyHG8YXqiJl+9sYWsjK14zxCEyOJOur0CHPMwxwxm/nv2Hvo/7DOrFlyrI2Nck+m/2ts1Llvxxt5l30hGteJGdZCdA8L0X2iYPAbPibGw0KcaD7afKPo4+NoponW2IA+ezYd8TjB4Z1MRLSUQgVGzAZ8OoTrdLSkn3jEoIEJNvs2kGxtZ/H4dloS/SS0IE+1rOcb41fQHh7m7bGvsXJsKw0pLx9p/dxGqz5CMtCAfsICePJJtHCYwKpVBMJhRp+NkDwwihkz+HzwQ4Tn+vj34e+xPLqdNvpJ6EGeblrHd0deS5QQ3zt5k7TR7e+XwLp6tZy04WEpaQoGJTk68UTpJuMUq1ZJh65HH5WWqP39U95LW7GC8Lp1MDDAp65u4/DW/XzR2MgyfTcHzbmMmWHiBFPdmlqJIa1o97EAM1RH0tCI1bXjH+u3WrrG4+xedAY/3nE6PebNLPXtYyDQmapvjhBPqFIVUiUMlgdQAj/PspQODuHDINqxmJA/SeNYv1W67U8Z5gaDrHjBQrbOeyNH7vg7bX3baTH7SRpB9s9dx/f9l3F35GyWoLOjqZsd3d08vveFXLzrS6yIb2eO1o+ZDLKvo5u6D2/k1Hfmb1N+yinCDfT1wf6vfI4F/3KRlEzYz213N40bN/JfZ57Ntm0y17W1QdfmLTz85yvYd8ffmdO3ndn0EyPIZv9z+WnL5Vw89L+cmHyYMeqI6yGSqfE/mhQ5+lbtNB4yu1naMMTwq96KNvL3Y69pqi17yOcj+NjjxIdGGZvQ2TXaRhv9hPU4s4ITHIk0soeFLGH3pCqi0Rzm0br1/E/8Ch7SN3Dpf0LTwH1TPmPvkjO4evsVtAWGubzxVuYf3c4cs58IAf7Jc9EwaaePRewlTpBHAqfxDe2d3G2exQkR8efOZQs4MgKP9V3EzmAj7za+zurIdhroJ2YGeZD1zOcArQyh+X2YdQ34J+K0GkPsZwF9dYs4xbddJn9Ng6YmIS8GfIQmRtjFYr6qvY9WfYSX8hvmmftpNkdI6EF2tq7n+4nXMhit570N32P+8HaazX4iZpBHAuuYc0oni+fvBZ+P9u3bmTMnRtQMMrzgBcT2PsmSwT0s0fsYnbuYIX8b/fvjxCbEM26rvo7Qc7t527nwtc+ewTdbP8clE5tYOLKdgNmPoQd5KnQSSyJPEiNEPJ6QYKlpUg4Si03uDKPr7iZJc+bA/v34YjGaW01Wxg4yFvMzngjK/a83y0ZAYpS6lA/bKI3sY4GYhifjtJj9PNPxHDqeA9wzlfQae2SQkYl6RmlCC/gJmXEWGHuJJ4M8pK3jS7wXA7iKr7COB2ljILUoCDDIbDazjp/or2W8fg7fOOsnLIzsEEVgPD455oNrTuRPX7mIzYn1XNP0bZZFttNqpuJ46wb+MPRcLkveyMrAbg6Z84inygwnqCOgJYSILiXGQvY4++IXo61dSzAchjPPJDSrjQ/8aytte7fw7uANrPQ9g5mIMmC2EUgtElu1YSJ6A3rSYJw6hmlhEXtSalFRjAzQxvLgPsykD5+WkM9KS3z1RAJThwYijBtSBqAUw7tYxBx9iH2hFbRMHGJYa2FQa8M0pGylXovgMxOEzDhjehPRi/6dxeye8t0emXUWn+t/M/vaTiVs6myJdPPAPhhPnMcj+om81/gSa5PbCY31E9eCbNa7uT60kbv6z+aedzir6n/s6MvZHWrl3fEvsTq+neZULNhKN1/zbeRe/9mctBqebYZHt8L+5Fw+3/pF/mP8e5wV2Q57U9fhnHM4ZC4i/svfESJC0gxxmA40TPazgHrGJ71QvrzselpHdvO2sY9Qrw9QNytMoDHDQjQUgrY2tFgM/9gY6EmShnjBDNPEME3M58AU8mbIN5s5Zj9j1HNLy9voG63nXQ03sCT5DC3Ro8T0IA/rp3KD+RbMVetovv0qeCQ1idx9t2x6PPaYXAcX8gJ7rkcwyL7WFSSODKdK5ePEDR8BLU4zw+xhMf2+Djr1w4ybjdQb0pBlhEZihNke7mbJnHFaEgMQCKB1dKB1d8O8eYy0reGqez7K7sdGeKL9LP5z4nssGN5OINlPnCBb9HV8MflezFQsWMN22okR14Pcq72AWck+FrCPwZhBcyM0rl99THfXsVXdJBJwt3YW1y/4PJdMbGLe0e20Gf0Y/iBPtjyXprEDzIoehImjUBea7MZFLCbxtr5e4qOmFR5jIXOcVWVAw8Nyf6Z+j0Ulhx2mBV9Ax0z6MA3NUnOzkCFaqSdKvT9GIJaUzZG6UZbq/WgL50HnYus8JJP4Vq1k9pq1NGzdjhntRwsFGQ2u4LpnLmJD4j5OYRttDOJPxdgB2niWJfg0k3n6IeqMUQ6bHWzVu/k1L+O+wNk8aG4gENL5zVdB33FsnNONIA81nc0fR8/gMvMmFid30ad1MESrLccQZX04NsxW3zqu97+LuyJnc+IeOUWaJv2NUk3KJv/NmiWPfX3w0fes46v657g88T0Wj2/Hn4rxm43n8MfkeZyn3UmX8QSzjH4mzCBbAxv4m/ZCXlr3Z54T2QaAFgyiBQLEE0GikTAP66cC0G4cYi6HCKcUUntSm1XztIMMmbO4SbuC9510Hx0DGfIt05TqhsOH0UyTQCDAME3sjs0jhp9mY5R+5hDQkmimIZuumkGDFhHlSrKPRwOnsuQ/zqD/t/+UnKq5H399kFD3BrSTTuTUVXP4aY/Otm3dqXzyPJYcPRX9K5J7qvuX7m5+1LyRH+4+mytPczZcL/rea/jvyzt57f4vcUJccugYQbbp3XxF28jQmrMZscVqc3QuH2v8CpdHvs1Jvu3MbZVxNrHsuRwIL2P5/f+P7uURGBlh1BhNbUwHMJsXMBLzER+O8Ivzr+fJe/r47Mi7We7bzWFfJ+NGmDp/hLbEIQ4Y8wEz1Rzo2M2qEcKEiFHvi6ONj1sq8tmzIR6nue8AQTPEw/opzDIHLYLaCNOgR5inH+Roop7/Md/M5Y/5Wfnqbvlye/bIxk6W9ZIra6+1ayeJdIaH5R4aDfIP7XlsDWxgvfkAS+NPEyTGYTrYTze/1V/GsNnIRr5CvTnOuC/KrIX11PsXwc642Ab867/C1VejdXWx+oO/5yNffQFXJL9LV2I7wUQ/MS3ItsB6fjz7TVzxb1qtNd4rCGXpvlcpOHVzr1aoTqlbt0Jrs0H4yW20JgcYDrTRHO/n8/GraGZYjEADckPONQ6gGUlubLuK4TdexWc+kzbnGgZqNX3n1jb+6xddrH7kZ7znyCeY5RthqK6TCSNMcmyCheyhngmGaQZ/gJgW5Cn/Wr7JO/ir+QJO3RDMy9aPjMBjD8c5m7tkIWpsJ0CMmBnkoNnOfPbjJ8lofQeJgLREbxw9yJhZz6eav8QXXvQHFv/hu5JgrFo1pbVobCTC3f4XsCayFTSNPt+8SUPJueYBdAyubv0Of627iOc3bqNdG6DPbOPe0S6aW3Wuvx7OfOJG7v72Fhq3P8ic6D40XSPYGGK7vpbW559I19xDUnangk8sRv9IkMfNtfStOYurnngzi9bKRNSyaxvhsQHCC9p4ItTF40/oxOPwy58bnNduZzBSO3Pb0p4rNpLYrmm29zr9dNixZYRL2v/E62KbmD+yHS0u1+FJ/1q+pb+TWFzjG+Y7aGSMgWAn/qYwJy2PoO3cKYHxVa+Cq6/ms7/q4ofX7WF1cjtX1X+bJePb8ZvyXttiJ3CH+SJew22czv2TkvIxGulPdVMcpYGo3sC62c+gpZUeZmopbCQMPvnqbRx8dIAXXdzGJZ/t4u57dd71LmlW1t5uDYu+QwZdbKPnpQOc/MI2Vv1bV16FlB3vfrdsfF51FbzsZc7O7ZRLkTD47ru28fdfDDCotbGjoYtYQmfd2F18ou+dtJhHGA7OIepvhIlxZpv9DNPC1XXf4MH6s7nmGvjAB/J8ru1vv/tnG5d+fAkvDPyd99RLQmdGY0TMIE/qa/it9i/sYimzVnfwYLyLZ3frrF4tlQg6Uz/jy3d08dGPC9F8wiqD5aPbCAwP8NDuNh4PyJhdG9/GuiUDxJra2NnYxei4yPP/539g6VIZJqOj8s/+8+ionNef/1zyCzNpsCa2jTYGiDS0cffACayL3MN7tK9zSvAJQlqMiBHkqcQyvqO9BbOrm9te0Yv+5HYZIynyYiwe5E8H1vJt863cGzqHiBEi6DdYG99Guz5A45I2Ds2V793dDbf+xGDH/21jbPcAt9zexgPRLj7xKZ1zzslyzj/2sSktwAmHMSMRIk/sYmzE5JZ5G3nHng+ybZtV2dFYL+dO7T7+bfBkvrz7Yk41HqK1PkbTolYZ7088IZ8FktDMmSMJzdq1VpJ02WXOBu6mTdIVyhanCAbl5ti6VRZgixbxbGIhHDqILzbBRKCFb574TVoHdnDp3s8QJsJ+5hPR6wkaE3RyiDFfC7GvfotTD/z+mPNw4JkIsb2HmNDq+PbCzzHWsRzf0AADtPFgvIu9+3VME0JajLXJR5jrH6DDP8gRfTaHjXb+MdFFYyDCuaf08dP7lxwzHunqYjyic+aZ8tXa2wzOaEqL48YQN7/wRrpG/k50y3aSEzH6jgbZ07iW51y6llCLEEYlx9i0+y7b+33xvN/ypbufR7KxlQs6t1E/PsDD+9vYHDuZdb6H6Grdy1iwhbGhOG+KfZu1xmPShIEx0BBVaSjM7AtPR0umVJA+39Rr2tAg42TnTjh8GFPTSOoBRoxGBs1ZouDR6vj6/Gt5yaFeToxvYTeLMDUfPr9GnS+GGYnSTh8H5q3jObt/Kl/D9t3Oe18X99ync9JJEo6feUaG0OhoqreGaXCysY2F9QOMBtt4zN8lu+fjcPbZ0njL57P++f1TH599Fn75S1ms+nW5X+doA8Sb2/j9/i5GxuS8rlkji9eUGIWmJjh9vcFtH9+GfsS6DoYBd7S8mhPGH+KwNpdx6tF0TTqeGQaL2MOjwdP40vN/yujuAebufYCN9TdwVtt2AmbMWlAk0s55VHy3WLgQdJ27j6zl6BOHWJ14lEZzZNK3Z0xrZFxv5HDHydSddybDR5K8a9uVDOutk7nH3ok2frOnizn+IX70nvs4+3P/UtQYK3a8fn/jZg48Oshz439n0ej2SZXz4Tlr2XfKS/jB4QsxjxwV9W9gFu0d0JI8wv5oG6/7QhcvfSkZj23LFglTO3ZICbxfN1g4uA3tyAAjgTYe0bvYvVfUcwvmGXQetvLYR31ddI/8la/xXtr0IZpXz6W53dY+fmIC3vMedr/ls7z61XJJTjzRirH1EwOM18lctGz/3bzv6bezlGdpWNqOtnCheMIdOWLFV7/futaFxljIHGdVW/lYTAbr2rUcfeIgw4cnGNZa+E7XNxn1tdDx2F+4PPItQkTpS/kyzgqM0hY7SD9z+E3Da7iGL6DZYmz6eeC//uuYa3DeBTrbthicqm0jPNJHS3KQo77ZjDe0sznRRX09vGiOxKLtfW38Y6ILzafT3i5vv2iR8C6Tw8w2bh7e30bPF7vY++QYl/hu5d+M21gQ2YnflIqC7ZzAr3kpu7RlMKed/XPkvQcH4dprJYdqaclRScHUdc7SxQYrxqy588F4F48+rhP0G/zrcvkOjx2ScbN0uc71XzM4+6+fkWTjkksA+L8bj/CF/21jz6wu5of68e15lhdqf5vcrAqY4ruzt2kt34hcwd95AX+8t4luPct99+EPw1e/KoFw0SKGfLPZ8WiEOclDRLQ6bgy8hf+MbaKFo/TTjtZQR31yhNboIY7oc/jB87/JZ/56Nm+50sDcuo2rLhtg7VkO7u20+9c8pYt/fZXOyAh861vOLBEB7roLvvxFY1KJNRpqY3BhF/sP6iSTaflzn+Qwft3gNN82vvyRAZqX2dYsr351RssQDhwgkgxwf+gs/u/1P+W3PxnhBdrf6IkpklFizbP1a/n80bcxngjyibrrWBPbRkvyCD4bkfqwr5sFrz2L7t2/hvvvP2btN7z1GWJxjbcGv0dne3KSoA4YMcyAzP3fGr+UPyTO49rrm3jLW3Kf17KsvWzPf/L6Nq77fRdLlunMbTeY+Mc2mmIDjATbeDIs82Z0PMErQn/gdePf5ZTAdpbOi4llSoY4dfgwvPjFsH+vwfPq5b1GQ23o3V287yqds/Pvv1clqrL7noep0HVZHL/rXTB0VCe8tJun+iT+JpIGG31f4xMtX6UruJ0QwmiHujfwhO9EeLSNYDDDvabrk/Xzhw4DOiw/pZ7/fvw6Xjvy3Uk2fUwP8g/j+XzL905mt/tYMDfJUb8ssp/drXNet3AGpinE0/Cw9e/oUeu5Bx6AHTsCPNpwLlcmzmFNbBuzzQGMWW387dBqTo3+k/eYX+WU5HZChuyObAus55vJt2IuXMPCV/TBSRszstubh09k/LFDHH5RN12+R5m1xdpBUrsQV5gaRx7TeXB792ROf+ppiHrsbOh95gpuaobLv2nwyI+2kTw8wDs/0cazR7u46Wady18DPT1MCTI/vqWNnz3dxStfrRP6lgTzhgado8u6OZo6zVpU/oumQVu7ntmzwImPgdOBkuO9VNfSSKCJf857JU80vYLlo9vwDQ2wbV8bWwwhbgwjwTV8iTcZ3+EUbTudwX604aCcKBUYu7uJ/gxCK5ewdWgJl5oX8PzO1ELRaOPnO7uIJ3V+33op5w7eSo9xMwvYJ/4GJmzTT+NG35t4TfjXrJt47NjSwww7mLpfZ197NzsXw5UXg+6XQ7r++gxCpnU6Gzd2Fx2YTztNFkBbtqRIqTzn9phL4dfZ09bN3hPg7W+XUzYwAG33DJG8eRX7+0foGN9Fc2yIhD/I3tBaDjSfwItXDxE1pYIr7zW1/a0pBEYL/D76cvpPeikrxqZeVwOdpiZY3gADz0hOfuaZ6tRO/YzOx2TTd2JCPFN2NHVjNsLTgxBNVZzuaOqmLtVYSzXT7O6Gc87JP69v2QL/+IckPQ0NOtA9aW++1NfPvQdeyF3Gi3j5gm0sqpeSnT/1dTGvboibX3If+ic/Li+23YsxvY1Pvq+LPft0msIwfggmojpPNnYTXSJjom+3JMYbN4I/qHNCyuz+DhP4HezaleOcZ9gR04JBEqefwe+eOhHf3E503ars2LoV6pfIuVMwhuBbvI3rtXfQWDdujfeFCyW5Gx+XhPo//qP4JEktrNKTpC1bhEzSdRgbo2lgL2O+ILsaTuTrsbdxOHICWuMJ7KkLc3HsFlYaT9FmDBIjyBO+tTTMbeSM5meg8djzUJ8Isjmwjht8b2W4vgutaR6kdl3bRmDvfvmqS5cG2f7UOh5JiK2Drsta3wDMcD0bv7ok43gEmUNaWyUczJ+fKY7P5tSz3w/GRsKp7/35r7Zx90gXn3qlywmag1gw/sJ/oXNQju/Bo93EgEQHtMVhf+B0DvtPlzXxc6Dp3ReQOLyNfbsHaFg4i4kIfP9rR2hZ0cbHb81MQk8ZHzfeCHffjbZ9O/Ed+4gc1Qj7fTyhr+d/tLfybGAdw61BNvZ9mEXspZ929ECYoBmnmT7GqafuvDMt0t723TRbY6GmJsmNR0ZEyCMbUTrbE9341orwby2SlwwPw+c+58wG7b77rFgwQjcjqb8t9AtfG49b5X6GIfPsvHnwvqv0Y7wsdR12zjuLRTueYC6H6NPnMp4Mi7qbwwzTzM9a34iBTp/Zzv6Oi/j0ihdz43u3saw5N/Fv/1vkT/DfnzZ4fsM2Ln7RAHXzRSo+sf8IDYvbeI5tE+T6u2R+UmMWoKEJlq6dnZmQUl+kDHnBxATcrHeTPBFe17uR0Xu2MbR7YMoxvyrDV/7c5+DBP8G4WMdkPDbl/e3zWbnQnrZuaJO/zzehb0AIzbZ2ncjsbu7fI2HPjMNdvICr9S+y6fRv0jxkU8DZFAzj4zLOWlpkzpmMsal4Y5rwp8HTaNDfwjvqbmKVfwxt7175IosXyyD6t3+DM84obSGaKc7ec48kwz6f3AR79xKsC7LddyLfMt7GkcgJaPM62dyxiAf3nMQ7+QYnmE/Qrg9g6kG2+tfTm/xPnte6B+3S7Mp3Vq06ZnxMTMihnHSKzic/083EhPg0zZ4tZMPRo/CVr6TGIBCYD2fOF+HFmWfKBpgS7TY2Hjtuhu4CXwACusE/O17OY4svo/PwNoZ2CGn0eKCLRDRBwtA5aYmf9kY5BU1Ncopnz85/Su3rnGd364y1dxNulrE0NCyXb948nQf7uhmOwJAJnXMk/zv7bB1e+PEp72c8A0//GBITUL+6g0dHO9gy+hy+E9rIyYYQM5GGNhIndnH/gzqNjXByF+Dvznh8rF4N73vf5HVpHd9LezDIw4l1fL/+zfwt9nwe4FTeq32NkwJPEE4MWMoV/T+54gVj6DrMnadz985unlwEa7N81DEnxnatn35KYnB9vVVs4QRnnw1nnmlXYsm1ufvujIUAbNwI11+vs6Ovm/1roXmN7c2yWYb096NPTPDs7BNZuVpnzXNbuH3ry3lq1UunkIw7GrrY/qRsXrxx1gt4fuM2OuhDHxrkif7Z9JntvPLjXbz0Izps6pCDT7sfHpl1Fv/UnsvW5AvYPa+Fx+plPaOInp2NXTz8qE5kLEv/gjLF2GzPH7wV0GUu03w60bXdPPq0/B40wTTA1P380f9Sfhu+iI+8fBsfvDI7YTY0JDnRihU6H/1otyvcWi3BI6WmGemL76YmmTwWLtR53RXncFbPC9AfmZpJDNyr84ePwppDud871TyE0Cv/hSv+C778xYsm2fR+s437xruoa9BZtAj2KybdtsBTN0Brq/zLhA0b4C9/sZJP07YQXdQC9z5xDnfFXjC5EO0z2/jlM12YAZ2vXwX6FZfJizMkib/6mM49Blz1Fjj1X4zJRYn9Dj0bODOP6OTyy6GnR+fN93TzVBwOz4eeVwG6Zf1iDzI7fg2mJnnC5EK0/tjuobGYfG+nlgXlQiymPH0krjc1WQldpAka9kjyEgj4uYN/4d66l/C7L2xj2bLM0W5iQq73618Pd901daG4boMIWeLJWfy17c389PCbJlUjQ/42ws+RXfA9E31EXjqbuh3OpLT9/fI4Z471nEy27m16gFzi3l546CFJdDN1hM2ETZvkc3t64Omn5bnVq+HUU+X9QrsGOOvjr8D4z9fz1E+tBcGZ/9aF/qMf8NvfDPCrw5IcFoJ4XHY69+61JXTzYSgA2i7QDDmtw8NCeMVisrmVCdGovNfhw0LUqB209nb5/yDnP5m0dtXSY0EuTCFu0u6XlmVzaEkt3B7xd/PQGERNWcSd+8q0RZztXhzdAy2zYP5C+MxnJNb84hcipBoenppopRMUS5fK47PP5jjoLGTPI2Nd3PhRfTI5tCfW9nMXSZU1PuQ/nQdPfSsr5mUoy1Tj/bzz8p/EfEhPkrZskYT69a+Hbdv4/scGeORAG+su6+LJ64Y4OhCgvSnC04vO5ZNNr6Vl1zY6AwO0rhCFw5fX/0C+e4bz8Ke/tvGZX3ZxqE8nGIX2Mes79/fLNQ6HZYysWiXqeaXGTyRk43ndumOvix1HUyz/kiViB5H1Xrd9747HwPyZbIhUetdwdFRi4zXXyH2mjvXkk+GRR9KPXYhZhSefhM290CY9OCxkS3yvuEL+GQYPfmsb//e/Ayxd30Z3Txexr+gMb4e/mS9ktOm/eWPs26xObicQk3K7RwLreLLjTN533pxj3xdZc9TXi8hk9my5V9UcoiwRVS4CUwnqQmzQMsaCFvkHEt/27pXx0tgIH/xg9muqz53Dr0beyBnJvzPvaKqE2gjyiP80fjrrjTza8Fz6dsl7L1gA4+M6A4u6WXZsz5ys53xwUP5Wf0Y36z6Q+zumz0+aBp/+tIz7QuYWN/DIIxK3586FBYv0jF1oM31ldX3VNc+ESERe19aWIowy5ELhsISOgQGJjWvXytjq74cR3cehVReQ/H/nwWDmG3ziIXnPri7JL9JjbF8ftNbHiDSs5G3L7ufnn95Gc9z2Pj9IxTE3Ymz6ydqzRyaYVIxlYICn9rVxzZe76H96CN9AgPZmaArH2NN5Ov9x5P84KbmNpU2iOJ5Y1cWSJ/+INicKn726ICXH7t3yOGuWTCWZcPbZ2d8uZYHD2JiNlLJhMnec10JfEuqB/R3dPHJYxkTID3GCNDbL6wqNA/ZjzLjJ2C2nVt1H99wjXPypp2aPAyonOnhQzo9ShI1HdP5JN/4ALO6EiX1Cpi5aJN8za9VHhrnvuk+IWutDH9G58o4/sGugkRv7/2+KGknv7uJ9J/0R7dBBenuFUAcZvwq9vVOn11zYskUeTzklt/IsEzLd27ny55/8RK7joUMSpyeRwzLkweET2bdvFQubs5OMfbslBr3pTXDHHba1QyPozSIAXqkItwzn3Zzdxsev6iJh6KyqFyFk+iagaUouW18vhOZ0Y9Ysq8LXNOV3ez4Uj0scW7ECkkkd89RuyBGmjhyRx9mz3ePWagkeKVUFyL34PjbadHTIY6oJU1ZMpOwT6uoys+lqlyXTJOE02XeWfOqTC9FgEOZ0SGI/RZ6aIaoODsrj7NmZ/57jv07CPhmoRFgthHp6Mv8fRRw0NmZfiB46JJPcggWVTT4zQVkqLFok8d1+rIGAlVC+6U0yGTU26pz4n92SgWSAGjfPeY6sd9PHpX0HprFZ51BTN4GF8NYr5Hy//OXwh/HLeP37YOH8/AlYNGqRIu3tU4/FzU0PYLJcZXBQJg2nk5quw003ybk5lCKDV66UpOOmm+Dyyy/jrB5Za56QviDo6eGZEeC2wkmpSMRSkoyNTb1XL7wQXvEKWdC3tQlR89//bV2/dESj8l7nniulGPb3eu5z5TV9fZbdSaGxIBdx09cnycrXvib34cCAVe6nkrlMUOervl6Op7tbSjCd5PRLlshjTlLKfvC2gXb09/KoYgZkT6yXLAHDmM3eS94P793oLouaD/YA193NljbYNQrvOhtOOXV26lib6I9BcBQWnNXNmzfCX/8Kj/wJdpzRw2kXZz4P+x4TQvD8C4VQsX/n006T9d///q91re0L0fp6y3cwF9R939Li/F5fvx5+9jMpSak0RlJyn+bmY48137ErVcGRIwWSFrrOgbndbJ4Fs5bB2S+EMycXok20tb2Yk0+8gB3/t42juwdItrbxxR904QvovPdSqyG3HWphF4uVh6AuNBZ8/esyL59ySvb3/NPCyzgchJddv5HEo9t45K9S3vz3YSmhDgahe60c4223yfkZG3N4jlOYknM4gH3Mjo3JNU0k5LxWslG0WtAWOlc6IaUmJuR7Pe95slbNdj1lITq1EvX5z5dzqusQjWe/wdWctWyZVFNlJi9mc+21L8GcgJEV3TQvsL1BtmTODaTFWIDBv0hsXP6S2SQSqWONzyPYDBc8B17xiu7JeXnuXPjP/3wJzwbgXVBQUqPmrmXLsr8m19s1NsqmSbb7QOWOz3ueEJvq2i5YIFWMY6mcfcEC+bnQOGBHvk3G7m7JqW+9VXKVbFB5zFlnSQ63fbvVMBGETDdNmaN2pUjqiYksqho7UifSNOHRz8hTp58Osy58MQCXGRyjRtL1l0zmgCefLP9Hrcus3NDZ+XnoIXk8zYGflFNkGxvKseTw4bQ/ZFNkd3Xxh0/r/PWv8J7G/CTj2WdLJYH9Lf74R/jd7yyxRKaDjMcgmZob3/teuPrqzPEmHJYxGY+7d66KhZpLh4etY21qknt23z5Zf3/kIzJmr78+w/dPgyKllJ/z8QaPlKoSFLL4VkqIoSHLnzoT1OAPh7N/Rq5dFqfHXUjy2dYmqpOtW/PfnMqOxWmCmA/ppFQ22BfCXV2Zg++pp8qE2Npq+fZOF9QE3tYGn/jEscd6Wqqc8ayz4Le/ldfGYtknaTuZWegODEgiND6eSnRzDGylPlKbm6GQ2KlAYTtMhSAYFGJqyxZJApySUirnvf56+V6nnSaKfpV05MuJ1bnORhhlg7pHVq8W+6Nc96oyIc/2Geq9Tj5ZyKv094LS+RQnyYpCIiGqJ1X6kgn2sajgNFYqpZRSYuTzx7NDnct0hWimsf/YY/Dd76buQ7dZ1AKhFh/19RKjst2n990nr8uX/IMQBZ//fOb3OfVU61rbF6KXXy4bHvnGu4rFhVhCdnfLZ+/bJwuAbMrAcsDeWLVQqLFkGPK98zUYtqsz1Zyk4qMShljx0SpbHRsDfmR1wwsEpr6vacq1am2F979fxq7bBDUUFgtuvVWSeifjsa5BZ9kl3ZxwCRlL0nRdFj+Qm2zJhEJJKTvUppxpyjWoJClV7ILWKSkFMge99a2FLUS7ukRgdOBA7nxPjW9rAzXzdf3a1+R4Ct3ccRtqzlqxQryVcs2b6ljj8dz5eiYoUkptsBSKhgaZy7JdX3VPrVwJb3nL1Fg+Z44ccyCQX5XsFPmmR3Vuco0Vdcxr18p4UOdeLeKPHLGuw8teJuMl31rDDvtrneQdKvf76lflsw4cmEpIOeFLk0lZE4G7pFQ61Jwyd678bhc2TMm5M3zZ9Lkv3zog/S3uvlsec+UE9nN/3nnZ54/GRpmbcuWOlYIiSa+4Av70p2PnUnW//P731utzIVvuebzAI6VqEI2NEiwnJiRxXLgw8+vSSalMcGMNVUjyCc4W6KZpMcZtbaUdn4JTUip9IZwp+J54opjRgbUYmy6oIBcK5Z8ogkE53lyBMRMRkI58u3OHD+dfECj1kZKot7dLUl/oDlOhOO00IaW2bBHvBafo6ZHF/C23yOOBA86TDnUui1FKgVzbfPeq+oxcSimQeJDtvdzgU5yWXap7ptSxmA0dHVac3LevsMRexQi7Ukoh/dw984w8VkOCZCfUIft1VnOCkwQx13jJdq1HR4WUUp5B2coR7Eopp6ivl/j7yCOilnrpS53/31JRCinl9wv5Njwsc1u+pFPFR5hKNuaLj/b5PhI5lpRKJq027i98IVx0UXkIanAeC9RiNNc9ZI9fCtnGpSLvyq2UskPTJN6Mj8vnurWZlg/j4+LRBeUhpVQcyEcYQebroa5XrjjvNG7V18vnTjcpVei8rMjK0dHiSCm1wVIo8t0H6n4LBjNf28xlycUdixOoed4JKeXk3IfDhZNSamxpmvNr1dMjOe9nPysq3iefdJ4bgqjSlO/XypXOj7VQqDnlVGlcOKmUcpJzZ5r7Clk/qjiQ61qovwUCkjNkizef/rSQUvkInkpA3UPPeQ684x3ZY6OTnAusOchTSnmoGWiaMN3PPitMdymklFsoxP/HSXAaHrYa5bh1cxajlFJID76q/ELtOk8n7JM05J4oQiE53lznXgXNvHLnLFCJUD5SSk3YX/6yfIfTTit8h6kYnHaafMaWLYWV0agdcNV92u93fozqnBRLSjm5h/MldPZEutxwkqyo43BCShUzFjVNiKjt20XFWQwp5WS3ykk8qwRM0zpfarxlg5OFotOxl2shqj4j2/XLRf7lwvr1slh64IHKkVJqUQnFkVIgRMXwsCSeuUpywIotN91k7Ww/9JAQELnio88nSX08LuOhqWnq3+3XXDVLmcY+HZPHkX5sdigfEftrc0Fdn0qSUupzFSlVKTz8sCgc5s2zrB2cohBSKpfiPhecqF8y5VyZoP4+3aRUes6VC8qvbWQkZQZfwCaratJRLCmV7z6wk1KQ+dpWUvjrJCco5Nw7JQLssG+EFWLN8e53i6I4kZCxXkj+qspvy036qWP62tfkHjp0yHnOrWJEvtwiG5wQjurc59t4cDJOKgX7PZQrNjrJucBSSh2vpFQZh7+HckIlqcrfJhNKURkUA3VDnneeVWKRCfkUHWCV7rW0FFZ2kwtOSCn7wi5XgqRp1kRebaRULjg5ZruUvhgUsiDo6RGJ68GD8KtflZ+QApF9h0IS/B35DaXwz3/KP02T5D+RkAndCYpNpjOpA7KhEKVUNcDJWCw1hjkyO8+AQsgSJ4qvSmBiwlLA5DtfThaKpWxqBAJWQp8rzhdLSm1ImVdv3mx953JDdYeH0kgpsMiPfOjpkXj4j39Iecff/+4sPuaKBfb7LV1FNV3IFwsSCes6OxmPTjdG0lEqKVXs55aCUrxoiiGlCkUhmw/54la1kFKFnhMn5znTZyjT7FLK9yB7LlZI7lgJqPOZSFixNh2FbK45IULSUWzO8eMfixJW06SCxWluCOXxk8qGnh5pBHzwoKi6brzR2ZxS6oaME4LQ6bmvlrUXON8scZJzgecp5ZFSNQpFSh1jVGdDJZVShcBJcFLJoVule+CMlLIfU75du2oJjIUkFvkSxGTS+j7FEgGFJuahkEzk4XBh6qNi4fdbhroqGXCCT35SJvKXvQzuvFMm8ptucpZ8OCFiM6GYBCyfp1S1JKBOSnZKJUgLMTvftMm6lmq3SsWM3l75eyY4+R6VgDpXPl/+BKkQKX0x84cqZcr3GcWSUmvWWB1vVDfMckPFM/t3KxR23xOn6OkRQsY05boWUi6ci5QKBqe/SYdCvrnUPl85iV/FkADJpDUeS1FKQWWVUuUmpTKpFwqBE4WA08VosfOo23CSc9nnE6VWVGbcueYTBWVrkKv7dT7ku77pSqnpRrrCNhPUMbuRE2WCU9WeHUptdOmlUhrX1CRkj5PcMJGQChOoDCkF0sAoGJSYNzycf05RVQJQPCnl5FrYS4VzoVqVUrnglCBVucHx6inlkVI1ikxGdemoVlLKSXAqdccyE5yQUvZ68nxBphZJqXwJYjaTx0JQSGI+PCwde0xTrnUh6qNSoCS2SjadD1/8ovhIzZsH110nzykVgxNiqtgdXqeTNEwlGjKpR6pVKVUuTymwSqRUGUQuKL+F3t6ppJRKOLMpP6ulfM+eTOcjG5wsFEsdL052BosxOt+0CX70I+sefuAB629OFnvFwr5TXCyZU6hSCuQ7qS5ZynMvH3Jt/FTbQhTyE7tqLOq6s3bpxZBDQ0MSN3W9sPFoR7FeVoXATnaMjoofDcj9UOj4L4SUKjYGO1lAOiUCii2DdxtO/VrVfKJIqdHR/POJQqkm55B/g7DaYoHfb52XbPNGIfNSMXNzoRth9vK3j31MNtJbW8XOxElu+MQTcnzNzbB8ufPjLAU//KEcp6ZZJXy54IZK2Mm6zykBXouklFOl1PFevud5StUonJTv1TIp5XbnPSiMlHKysKtFUiofEWBXWxRb2lGIUuoznxGJ+imnSJt6NcFDeRVTakfKqa/UP/4hXb4uucS698A6RsPI/f9LLd8rZFcwW9etalVKlZOUUgn97t25DbdhqofPkSOSFPzpT/DLX+aWt1dL+V4hO7yFGJ0XO16cegdCYUoptdhTascHH5RyhHI3SCi1fAEKJ6XUd1q0SK7ri1/sLD46VUpVC/LdQ/Y46IQQLKaMzm4wW6yvSyVIKbsB/sqVMn8tXCiddQsd/2osq9LfTOe2kI2RTHASBwr1lKqkEi0TnMzL9vlEqR5++UvxAHNSLlWqyTk4L9+rlligFPPj4/m9MZ0cczGkVKE+loYx9XpecIGU8um6PJ8vN1Qbo6eeWhnlqppT3v1u6SC9dy9885vyt2xjUsVRXS9dMelEnV2LSql8eZKT729v8OWRUh5qCoWQUpXylHIKJzLGciqlhoezJ2CFLOxqkZTKF8yLNXm0w+kudW+vtALv7LQmQ3siZ//dbaxeLd9xZAR27Mjd8WRgQHYvOjvh3//92L87OcZiSalCSifydd2abKleJfGgEqTU3LnyOdEo7N8vi/tc6OkR8mrjRovIetObcl/jaivfc2JEWojRebHnvpDyvUKUKepafPvbcl9u2wbf+x784Afl9aNTiXm6cXghUPOZk/I9O8l2yy1yHi+9FObPzx8fa42UyncPFUqQFkMOuZFzFFM2WCjsc+TixfJzIlGcH6M6T6o8JxPhWklPqXx5V7WV7+U7J+pafPrTMr4OHYIPftDZNSrV5BwK675XLchHShVSvleKUsopKXXZZVN/V6TUfffBBz6Qf26rpJ+UfU4xDCFLEwmYM2fqnNLbK39X380NlbCTfMBprKmWtZe90ZVTy1RLHLkAAG7eSURBVIRoNPv6c2TEIjG98j0PNQVFSvX1ZWfiq00ZoVCIUspNTyk1ORhG9qSxkF2SagmMhex2FUJKFQuniXk8LkRhZyc8//nW86osLt8OUynw+63W5/l8pX7xC5m4TzpJTNKLgX3MF2LMXIhU3a5uy3RvVVs8sN8/2c5JqeNR0wo3O3/JS6yEwYmHT7WU76mFh5NzVYjRebmUUqZZnFIK5Jq89a0yTzzwgBBU5W6QUGmllNqBv+QS6xw2NzuLj7kWANW4EM2nlCpkIQrFle+5QUpVyuhcjYHbbxcD/McfL278BwLWOc2XE5VTIeG0ZKrajM6djMeeHhnfpimbHE6v0TPPyGMppFSh3feqAfnmpmI6Ehfbfa8YLF8OK1ZIzvjnP+d+bTwuyjmoDCllV3Xpumy8HTwomzuXXCJ/z1ReWmrnPSjM6Nxp+d50r73sDTicklKQ/bjVZlVTk3sNvmoNHilVo2hrk0VoMmkROOmo1vK96TI6DwSspCZbCV8h9eTVRko5uc5OSalCTB7T4ZSUWrdOJKqtrceSPT09x+5AuQ0nvlLRqJBSkFkl5RTqfNpbmztBocRAriSs2uKBun9Usp4JbpCkhZidg0jZTVM+M5nM77dQbeV7hSilymV0DvkXF9GoFTuL8fC59FIhs5TKo9wNEipNSl12mXwnRdz5fFYcyRcfZ6pSyulYLKV8zw1SqhLlZS9/ueUfOGtW8eM/33xdqmJyJnbfKyTn6u21mgqMjTnzhItGLb9YN5RSteIpBfkVNYVswpZSvldKznHhhfJ4++25X/f443INWltL8w5zCjWngDy+4x0yv+zdK3FAlQanE9xuzH1OlFKFdt+b7pzLPl/ly9Htf8+29j3eTc7BI6VqFroO7e3yc6YSPntL1Wop11FwEpzK4SkF+X2ljpfyvWzHXGq3M3C+ILj3Xnl87nOL9/AoFps2WfL4LVumkiJ2s9g//lEm7Xnz4Kyziv+8cNhS3xSyYCl0QZCL8K229s/24yinck+ZnTshpXp7xWehsxPe+U5nRvb2e6oQFZzbKMZTKlcXTjV/FEtK5dulVmSL31/c9e3tlVijaRLPy90gQXXOcoOUOno0OxGbDnuHQqelE7nOfbX5yIBzTymnx2xXiDi9J+2eUsWikqTU5z8v303d78WO/3ykVCWVUk49paablHLqa6RUJ294g3gGtbU5M7/evVuubUtLaQtUp0qpaskJID+JWSmj81I2Zs87T2L1o4/Cvn1T/2ZvVKBU+t3dVhOLcjXqyISeHnjd64QAveoq6RiYSXHpBilViI9lrXhKqc/XtPzKJl234kW28Xi8m5yDR0rVNHL5StkHfbUoIxQK6b7nplIKZjYpVWvle4qUOuOM4j+rWOg6/P73sjMxPm51MLJLl01TPK8A/u3fSiPO7G3kC5GSF0okZfsMO0ldLfEgELAW2eUcj06VUurar14tpNTKlc46LKrzaZoix58uFENK5duNtr+2UOQjvoohWxTUtXrrW2Wx19IC3/1ueYkpNxLz5mb5rqZpJaD5YD9PTuFEKVVNC9F8c2mhnSDVNTIM5wtSNz2lyk1K9fbCbbdJnPr4x513gc2EciulnKgaao2UcjIe7f4973mPLFpnz4ZXvSr/tXKj8x7UrqcUZM+Tiuk2XcnyPZB1y/r18nO6WsrelVGRUuvWOe/K6DY++1nJxWIxudczKS7dVErZc9F01Fr3Pfv94ySHyZcTHe8m5+AZndc0nJBSul59tan5FkSRiJV0VFopVYueUoUsMvKV1JQyIW/aJOPtnHPkd3silG6cuHev/PP7YcOGwj+rVKiJ92Mfkwliyxb45z/hc5+DF7xA/n7ffbBnj4yFiy469jsUiro6GdeFJNSF7lJnUyEWIjOuFDRN7iF7GVc63CgnVeUPe/bk7sCn/Bb+8AdR8axYIc/n67BoT+ij0elL8NX95kb5njrvmlZ8F858n1EM2QJTF3s9PeIpBfCc55S3QYIbRue6Lgnn4KD8c7LpUsx5ynXuq3Eh6pSUchq7gkHL3mB01Nl8VitG52r8z54tn7d+vTWHFjP+8ymb3VJKuWF0Xi2klJOy+vSubMuWyebXaaeJ+imXJ5wbnfegtkkpJ50488FJVUY63FBKgZTwPfCAkFKXXmqRFmo8fO970N8PHR3SbOcXvyi/L2Im3HKLxJGhIUtx3NNj5fM9PceSUsXkwvYYHInkbqrgtHyvWtZeTu+fcFhyS698LzuqjK7wUAg6O+UxFyllLxuqFuRTjKjkMBRyv/TQqVKqljylCvHbyHfMpZBSagdITWDj46II+P73j21Vfc898tjdXfrkXyx6eoSI+uEPpVSrsRFOOEEk1729YiAL8LKXya50qe3m6+ulLLWQhLpQhUC2e0uNkVJIhnJAkVLlVEp1dlod+A4ckPbpmXDZZXJt1MJOkVKQO1H0+2XsG8b0xoJCkun0ksP0OcKe+Bc7f+TbpS6m8x4cu9g7/XRJ6mfPLm+DBDd2i0GOU5FSTlAupVQ1LUTzlZUXSkppmizIh4dlQa6sDnKhVjylDEP8pH71K7mGp5wiz+cjz7MhF5Fm90Asl7ecaTpfjFYLKeXknKQv2FesEFJqx478i3m3SCl1bcfHZVykq3CqraQfchPqhmGpbAohpQpRSrlFSp19tnyX/fvhscekUY5CT4/klzfeKMQUTA8hpQjuV75SVFuBgJX/qHwerPPX2Dh1U6gQ+P3WRsHEROZ5tNaUUoWWlTtVSrktxqgleOV7NYyODnnMREq5sZgrF/ItVuyd99wm1JySUk7UBtVCSlVL+Z4qdfp//09q1E0T/vd/MxsnqtI9e9e96cDHPy7nLZmUBUwsJouTD3wAfvtbmZiLbbedjkITanuyXmr5nhskQzmQ7x5yw+NM06zW6flK+FTHo7Y295QplUIx5XuQ+ZjdMMXPd06K7bxnN2sFq0zigQfEu6VcDRLcIqWUNF8loPlwPJBSTj2lClk8F1pKVyuk1GWXWWVdXV1Tz0kxDUJykVJ2n7xiY3C+hZh9jDolpQohGcqBYsaj2uTYsSP/a5XfpVtKKcg8JqsxFuSaN+xjqJDyvUobnavPfsEL5Oc//nHq3wYG4MknJTeZM0cIm+kipC6/XPykQO7117/eIqNUWfBf/iK/b9lSWi6cT7nmNO+oFlKq0PsnH0HvKaU8Uqqmocr3VJcOO6qt05Yd+WqLy+UnBTPTU6qY8r1yKVN6euCKK4Qo3bo18wQ2MgLbtsnP001K/f73cOKJ0v2vs1N2ihYskIXJwYNCYvzsZ+7sYhWaUMfjhS8Isk361RoPKuFxBs7Nzp9+Wh5Xrizs/auhG4xadBSilILMx+wmKZXPU6qYznt2nHKK3Lf9/WIQXC64qZSC8iqlaq18z2n3vUJIgEI68EWj7lgG2EmpcjY9uP9+eVSEbCnIRUrZ56pyKaXUebcbAWeDim2VMJLPhWLUY05JqWhU1DVQOikVCFjK6JlGSlVz9z2FCy6Qxz//eepa5+tfl1wjHJYmOolE+Rt1pMOuOJ4/X8ixREL8rZTiWG0033uv5PP33ltaLpxPkOD03OebLyqFQu+ffKScZ3TukVI1DVW+d/jwsQlQtS5CYWrAyRScytV5D5x7StVS+V4x3feyLRTdkC739EhyrqT/6RPY/ffLhLdkiUzI0wX7TtE998AHPyhE0CWXiMJrwQKZrN3axVJjyqlSqtAEDLJP+tUo04fcyUUyaT1faoK4ZImU7v3f/2X+u+p6oxYM9tI9J5iuJMneyUddc7UwztXJR9NyLxbdJKXyle8VqpRKRygkZudg+UuVA25034PKkFIzTSlVjDl7If5O6loEg6XNfeozE4nyxYJEwiotP/300t/PCSnlRhmvk5wj32eoaxOPZzdLLjeKUTCDtdFx4EDuHGDPHvmMpiZ3FBO51HvVmBfkmpfsVQGFGEsX4ynlBim1bp1sro+MiEcpwF13WdUEGzfCHXeU1qigWNgVx5omVhogaii74rKnR+KAaUqsKCUXdupl6dRTqlqUUk7vH6dKKY+U8lCTUD4JExPHJhTVTEr5/Zb5eqab01NKFYZCEqR8i2c3dol6ey0vs5GRYyda5Sc1nSqpdLNksHaFfvQjuPlmub/CYfd2sQot31PXwn6/5EM+T6lqiwe5kgt7bCjV32HpUhmP99577LW0d70plpSarvI9eycfu1LKSSefXMdczeV7mWAv4SsX3FZKeeV7FsqplHKiqrGX7pVS3lxXZ/3/cpmdP/qonI/WVli+vPT3y0VKuREHnDZXcRLj821oVgLJpOXbVch4bGqycvZcaiml5l22zJ1S+1xlrNUYC3KpSdzqRpwLbjRXUejttc7/H/8o+fD73ieE1CmniDoJnHX5LTfspJQd3/qWjBPVmKaU48t3PZzGm2pZexVjdA5e+V4ueKRUDSMUsgZveglfqW18y41cwckNb4dsmImkVLV03wNrMfyqV4l6YfHiqRNtMinm4gBnnFHcZ7iBdLNkhZ4eWLVKdrMuv1w6p7iVLBRKShVTIpBt0qtWUiqXck+NRZ+v9A6iS5eKsnT27KnX0k5OvuENsHOnPF8oKTVdO3f2ZPaRR+S5O+5w5vtQKaVUvu57pZbvgdV9bMuW8igoTNOd7ntg7YJOl1KqUHPWSmC6PaXcyjk0rfwlZvbSPTdJi1ykVCl5pFOllJPP8PutcrTpMju3x7NC46OTEj5FSinfsFKRrYzVNEVxBtUVC3LlBIXGgVKUUm6QUroO27fL+uzee+HLX5brMGeO/M2+aaTm8nI16sgHRUo99ph1nnt7pWqgs1Ny+je+sbRc2Ckp5bR8L5GYvvMFxRudZyNc1Xk5npVSXve9Gkdnp9ShHjoki2mFal2EKoTDsmuQ6eaczvK9WiSl3CzfK2WXyL7Af9GLZJL1+eB1r7OME7u75bo3NYmX03Qhmxlsb690yPnQh6YqqKD0dvOFekoVow7Ip5SqJpk+5L6H7IuVUhdfqgNfe7t0U7z2WtkBrKuzyJu9e+U8BYPZO/Rlw3R6HKjxeNVVVmebt789/zh14t1RynippFJqxQrZoBkaEiWJKudzC5GIlfzWQvlertLJalRH5JtLixmPhXhKubkR1tAghFS5SKkHH5RHN0r3oHJKKbd8Axsa5D6fLl8p9T10XfKbQrBihZRxKe/CTHCr855CNnJWEVJQXbEgV+wqdKOuUFLKNN31lFJz8DXXyONf/iK5zKxZ4r2aaVN0uqB8pfr7hZh6+GHJebu7pQHMmjWl58L5PJUK7b4HMiamS3xRaPleLoJe+UkFAtPXkbwa4CmlahzK7Pzw4anPV+siVMGJUqoc5XtqV350VBZw6ZjpnlLl7HZmVx8tXCjJYywmrXHVDpDquve85xWe0FUCuRRUpe5iFeopVcyCIF/3vWojqXONR7eSw02b4Ac/sDrwPf20kPhPPilElLqmavd62bLCx+Z0d997wxvke5imxAEnyWKuBMmNc58vAXXLUwok0S9nCZ9asPv9pS/gCiGlTNMr34Pi4lex5XulotCuf4VgZASeeEJ+dsPkHHIfr9NFYi7YSalM5u+FKlOKKclyE/Z5udDNEuUrla6UsnsDpnfey+UN6ATZ7oNiPCsrgVzzkjr3hSpTYjFnuZv9dW4RAz098OpXi1pq61ZR97zzndNLQGVCuq+UyoVVTFy7Vh5LyYXz+UwW2n0PptdXqlilVKbvb/eTqqYO2ZWGR0rVOLJ14HOT7S8HciUW5VRKqdIL07SMa+2Y6Uopp+2Zixk36caJa9bIz9u3W8aJ1eAnlQvp7ebtKKbdth2VLN+rFaWUk/K9UmOY8l1SC8+//MUy4d+1C/70J3m+WD8pmH7jzRtukCRR0+SfE3l9uZVS+UqF3SSlwCrhKycp1dhYesKo5rXR0alqhUyIRKzXFEtKpRMB1UhK2e+fTMRFMSWHxRidu0lKlcNTavNmOT9Lllh+NKXCidG5G+V79nIxOwolpQqdR91GKbFRzS3PPDN1Ua/mqBtvhH375LklS5x5A+ZDNlJKxQFNq64NQiedQwv1lMr2fulwo9tkJnz601bp6aJF1UdIKSiF8ZYtkuu+4Q2Sv4OVz0PxuXCua2sY1r2VL95ommXpMJ3rLzeVUp6flMAjpWocipQ6dGjq87VQvgfHBqdk0pIxlkMp5fdbSVimEr6ZTkqVs3wvHWoSe/xxedy3T1q2+3zulR7UElRyWKjR+UxWSjkhpUodi2pn77HHRGVw8KBI1Zub5b1/9SvxTUgnpQrZoZ7O8j11nJ2dcM45UhbgxPdhOo3Oo1HrmrvhKQUWKfXEE5k3HEqBW5331HuohDqf2bmao4LB4sp4MxEB1UhK2b9bJk+wYuJXIeSQug5ule9BeZRSinBVY90N2JVS2bo4l0JK2ceZG3G+WkipQmPjpk2yARIKyXvs3Tv17ytXwne+I935mprg17925g2YD9nuA3scqCZlhpvzkv27OVHW2btNlkIEpuM3v5F8+KST5B6bLjPzfEj3ldq7V+JCKOROOWkuMYL9ejuJN/nWMpVAoXNpro06te49nv2kwCOlah61SkplC05DQxK0dd29HfR0ZPOVSiSsBH6mklL5FB1utsNVcl+106Ja4nZ1ubO4qzUUWnZQTPKbrWSqFpVSbo7Fnh5J+vv65H5taoIPf1gIqHgcPvhBMQgHeV2hO9TTVb6njvPFLxZSas4c5518ym10nqt8T/lJ+XzulUnMmSPqAtMURYmbcKvzHsgiyWkJn11NVsjC0X7d0uNNNZJS+YiLSnXfc2NBUC5SyjQtUsrNTR11vKZ5LNHjRhzI12250Dg/3aRUsXOprktXX3X/qU2Q3l7xN4zHZVP24EFRqmzaVDohBdm91QpVeVQKThS8TmOXphU2N7tpcq6g5ugrr4Q775z+Lnu5sGCBiAESCSGmVO6+alXpzWbAGeGouvzlw3RuBCoUOh5z5URuzkG1DI+UqnHUKimVrczIfmO6uVNhRzZSyn4stegpVUggL0f5XjqUUuqZZ+R9q710r9woNJl20+i8WpVSlfCUUnjFKySuLF8upNS73iWJ4dKl8lm7d8vr7ruv8B3q6SrfU74PapGa3mI6l++Dk+S/XEope+c9N3fpy1XC5yYpBc478BVb4qjrVtyoBVLK77fGQaZYUMwCejq670H5SKn9+4Ww8PvdNfIPBq2xkE5cuJVHulmmPd2kVLHleyom794t13HzZvEW+uAH5T7ftctSUba1yaMbZV75yveqKQ5A7s0SdcxudCTOBLdJKXvzH3vjnGolptJ9pRQppTaYS4UTpZRTr7ZaVErlGotKKeWV73moaShSamho6s1Zq55S5fSTUshGSqkJKRBwtitQDaSUYVjlDk4m6lyBPJGw3suNcdPWJotk05QJbutWed4jpbK/xm54mr4gcFJOVmtKqUqSUsGgyOc7O2Wc9/bK71/9qpigRyJSanrLLYXvUE/Xrp3yQFNx017ynM/3wYnRuRukVDJ5bEmWm5337LCTUpm8iYqF26RULqWUPQakk1KFlJRmiwXVuBi1746XqpRS5y+TQiTT+TPN2vCUUkTrSSe5v7mQ7ZjdiAP2/59LKVUr5XulzKU9PfDSlwop9dnPwg9/KPf2woXSEObMM+X6zpljzVGlotZIqVxqkmLOfSGklNs5Rzkb55QLdlJKWW+ccII7752LlCo01ky3jye4W77nZgl5LcMjpWocjY3WjW7vwFftSqlswamcnfcU8pFSTpOjaiCl7AG5EE8pO5mlUKhSzAnUDsv3vy+L04UL5d/xCCfJtDI87e2dqlZxWk6WTYFYrUqpShidw9Qdy9tvn7pTecEFcNVVsjCury9uh3q6u+/198tje7vz/1MppRQcOx7tSik3ceqpcv0OHhRliVuoJClljwF2UqrYktJaUEpB7vm0EHWKOn+/+538rhbj2c7f2JhVtu9m+V65SKly+DHmI6VKjcFuegdONylVamx8z3tkrjFNOe+f/zz89KdSNn733eIJmD5HlYJsikE3mlmUA7nGSjENDwqxTXBbKVXOxjnlgt1X6qmn5Ge3lVJu+YVBbRmd5/r+ntG5wIUqUQ/TCU0TtdSzz0oJ36JF8nytkFLpN2c1KKVqlZQqpHwP5LjtijA1ads9IIrFpk2S/K9ZA3fdZe24nHGGJFmGUZ0TcjnhJDlSCcxNN8GyZfLztm1iOOlEvZPtM6o1HuRSGLm1IMomoQd5HkQduXKlJPBqh7oQYmq6d+0UKVUIme/E36GUBYvfL55RyaScF9X5FMqnlKqrE6XB1q2yiF+wwJ33rSQpZR+by5fLz088YfmROB2X2WJBtXrJ5JpPCzlmdX6++125Lzo7ZT66+ebM509dg4YGd85JOcr3kknLJ239evfeVyEbKeWG0Tk48w50mncV6s3oNkqNjX//O6xeLePd55M89Oc/zz9HFVvK58TovJpgV/Ca5tRSrlI6Ek+HUqrWsGmTnO+2Nmst1tQE8+a5k7dn2yixP+f03Ndi+Z5ndJ4fnlJqBiCTr1S1LkIV8pXvTYdSqtCgWA2kVKEdVAIB63XpgdHNCVntViszT4X+/tJbHNcqVNIdjcoiIxuUtPvvf5fF9T//6Xwxqq5deslUtcaDXGSOW+Mxn4T+rrskGXvnO4s3Ip1u001FShXSJt6J0Xmp5z7bgqBYryQnKIevVLk8pbJ131Nj869/lRjw4IOFl5TmI6WqbTGa6x4qNH719Iji5OBBOX833pj9/LlZugflIaW2bxfypqlJCA23kU3d5banlBtG5+XsbugEpSil1AbJ298Of/ubNdfcdVf5yrxqrXzPfl7T84Ji1F0eKeUcui65kL30fe1aqXRwI2/PdS1qkZQqdDzm+v6e0bngOFwazjx0dsqjnZSq9uCa7eZ0O0HMhJmklCp01y6Xd0ehMvpcUMnU7bdb43JoSFoiu9FRphZhP6/5dnnV+TFNIRKdnq9sJVO1KNV3K4blktADPP106UakufyZKoFiSKlcx+yWB1m2ndFKkFKbN+cmfwuBWqzb1V6lwEn3vZ4eIZZNU66DWyWl1boYzTYvmWZxZTuXXy5qPdOURX228+d2zlGIwbpTKIJ1/frybOhUylPqeDY6z2V6/fTT2f9fqWVe+Uipas0J4NjYVQopNR3le7UGNR6fekoIfRChQKGNX7LBzfK9aiCl3DI6NwwrJzrey/c8UmoGoKNDHu2kVLV6yCh4nlLuoJhkPdtxF7pjmQ89PfCmN4kaYOtWIaWuuOL4JKRgqoF+voS6t1d8TpSqzSk54vPJ58DUe6valVKVMDrPBLeMSNX3mA5PqUTCkn4XQ0q5kSAW+hnlJKVWrxbyaHzc6h5UKipZvqdw882ykNQ0ScAL9ZaZKUopRcxBYeOxt1feU9NgZCT7+SsXKeWmp5SdlCoH8pXvVUIpVSvle8Xm1tNleq1IqYmJqSR9MbljJaDiHbhDSuUiQtJR7Zv5lUC6yvShh9zbSM5FEBaqzq7F9Vc2cn542JrjjndSyvOUmgFQ5XuK2YbqXYQqZAtOtaiUisePrX2vFIrZ7QqHJUnPppRyc0Lu6REjzwMHhDw9Xgkphbo6Ofe5SCm1o3rSSbIoXb++MF+JcFjGZC0ppaaLlMq1A10L3ffAipl+f2HG4ZUkpdJjTbmMzkGUJOvWSenbAw/IfVQqKl2+19sL3/mOkIzz58N//mfh3jK1RkplU0oV2swDrBh63nmwe7c018h2/qq9fG9sTEyHwVIBuo1yG507UUrVitF5sSpSt+aaQmGPWaoEFKo3DoCMl2jUU0pNF97zHvjiF+V8t7S4Nz7d7L433ZYJ9s8utHxvYmLqmlHlAc3NsrF8PMNTSs0AqPI9e/c9t2TX5UKm3QvTrKzRuTLbVSjWUwqs7j2VRjG7dtlkr26W7yn09goZ1d0t7+tGi+NaRr6E2i7xVybHL395YeVkmSb+aiWpnXhK1UKCOJ1ScrvJeSHEeC71glskZrYFQbmMzhXc9pUql1JqYuLYc6NiwDnnyNy+dCm88Y3Fl5Ta39/edbXaFqPZFhlqLOq6s4TdHkPf8AZ5rqUl+/krJyll92YpFlu2yHVbuNDK9dxGpYzO3VBKqfNba+V70wW/37rX7de3mkmp6VJKeaSU4PvfhxUr4JRTJIa5lbfnIqVqsXyvWKWUaU71fPVMzi14SqkZAKWU6uuT5EXTarN8b2zMmigrUb43NiaBIb2kqlClFMhxT8fkrgJ5MeV76cHc7fI9tThQJXvqdzh+FVP5SCm7xP9vf7P+jzpfTiT+mZKwak2knXRlqgUpfa5FV7lRjJ8UuGs6mg3ZFgTlVEqBRUo99piMo1IXGSMj8ugWKVVXJ2MmGpVdUvt5VjEgHod77oETTpDnC4kB6jNg6hxr3zyptsVoPqWUKsXLB3sM3b1bnnv6afj6162/21EuUiqZlLyg1Jhb7tI9yO6DVW5PKdMsnPhSr5tupVS15taZ0NAgY9F+fau1fA+yzxue0Xn5ofL0N77R/bw9V2fFYkUBteQple6Xpqw2lFLKI6U8UmpGYPZsq/V2f//URL9aJ85Mu7gqOWxsLO9E2dgowdA0ZcdeJaNqwna6gPH5rPeZLglpMeV7+ZRSbkzI2Uw94fgmptTYyiYlt0v800nSUsp2qjWRroTReSUwnVLyUkmpXMbSpS6os5F15VZKdXbCggWwb594Ypx5ZvHvZZrW3OCW0bmmybxz4IAkpPPnW39TMeCaa+TR3m2t1O579mtdbYvRbB4hhZZL2WPookVyHiYmhKCqRPe9ujorLxgddY+UKlfpHkyfp5R9bM50o/PpREODxBk7KVULSimv+15lUe683X5eI5Gpv9di971C7yG/X/4lEvL9VT6hSKnj3U8KylS+t3PnTq677jpuu+02rrvuOoaUNi0DNm/ezObNmyf/n/rZg3Po+lSzc3vwrbZFqEKmhLkSpXsg50sRd3ZfqULLheyd7KaLlCpmkq4EKTVdpp7VjkJ2eYuVkteSUmq6jc7dQjWU77mllLJfi3IYndv9zsqllAL3SvjGx60yLKWCcQO5zM5NE558Un62k1KFINMcq66tz1d93hXZYkEpXcI0DVatkp/V+UyH26SUplnjpFSz80OHYO9eyVlOO630Y8uGSpXvZWuuouvOF3b2jR03yiMLRbVu8ORCJiVcNZNS2cq+Synf8zyl8qPceXuuzoqF3lfTvfayf3Yh91Amgt5TSlkoi1LqNa95DQ8++CAgRNOVV17JrbfemvG1N9xwA9/5zncAOP/887O+zkNuzJ0ru66HD1uLE6dy9+lApoVzJTrvKbS0CCFlJ6WKKRcKBmWinAmklJsT8nSZelY7CtnlVa8pdCGcntDZlS/VlkjPNFJqOsr3FJnvFinl5qZGpjivVFK67l45XCZs2AC/+EXppJRaqAeD7i7gcpFSfX3iM6Hr4u1RDDKd+2peiGYjLoo1llZYvRq2bYMnnoALL5z6N8Moj59HQ4OMm1LNztXYXbvWXUI0HZlIKcNwb97IFmvsG4FOc1V7fjIxUXkCoVo3eHIh0/UthewtN7KpeIsZj55SyjnKnbdrmlyPSCR73lGLSqlClXtjY1O/v+cpZcF1Umrnzp1Tfl++fDl33HFH1tevX7+eIymasNXTrhUNpZQ6eNAySK62BagdKvDE45avUyU67ylk6sBXDCkz3Wx9KaRU+jEf7xNyJeCUlEokLP+XQq9H+s6gm8oXt5EtsVB+LFAbu5bTWb7X1yePhZJS2Yg09XsgIKRIKci0ILD7SZVz0+S00+T49+4VxYnyXiwUbpucK+QipZSqZ+nS4heNuZRS1UhKOfGUKgZKaWZXSm3aJGPjZS+zvE1U+tnbK4RMrgVaPrjVga8SpXuQmbSw37NuKaXc2AgLBuXaGYY7fnGFolo3eHIh03is5liQb8OkkGMuhJQ63pVSlYAipdKVa8V236slo3PIvFnkKaUsuF6+d8cddzA7jVWYPXt2zrK81tZWj5AqEaori718r5onTXVjHjgAN94oP6eX7/X2SvJYDihS6mc/szpLpE9ITj6/lkmpcpbveciMfJ5SCnbSqtTyPftnVduuqDqeZFL+KRTjNTKdUN8jkZj6PSoBFTcLVZiq+SGZnNoJxs35IxPxpUipcvlJKTQ0iMIESlNLlYuUUgloLlKq2NI9qD1SKl/3vVJJqaeesspPdF08Ur73Pfm9pUXKGZWnSqlkbDbj8EJgGJAqOKgoKaVK4tQ9a7cpKBbZiIFC1OmbNsn10bRjN3fKmSumo1Tl3nRgppBSxSpTwCvfqxZkK6cstvvedK297DlrvvGoYpf9tWpe6+2Fe++Vnz0apAxKqWz+UYOZMq/U62+77TYA7r//ft7ylrewXEl90hCNRonaVtLDqg7Aw+QucK2QUn6/ZRTe2yvHal9c2Q33ygG1IIpELAM/u5Tc6efXMimVTUpfCyRArcKpp5RKHkOhwr1f0pMw+25OtZXz2sdtLHZswuLzWd0xqxn27xGNVjapVZ5S7e2F/T/7/BCNWufZTSVApgS03J337NiwAR59VEipl760uPdwu/OeghOlVCmkVKaFXTUvRPMppYodj4sWWbvze/bAkiVWKcrXviaxePnyzCa/xSKbR1MheOopGXv19bBmTWnHkw/qeE3TKomz55GlzhtubIQpIhHk+EZH5dqVO1dMRy2W72XyOKuF8r1SfYcgeye/TPBy4PIjGylVa933Culka49d9vxcxa6JCfnenlKqgt33spFVb37zmydVUsuXL+eCCy5gx44dGV977bXX8qlPfapMR1jbsJNStRJY6+pE4fWKV8iNqW7WBx+E++93JznMBkVKnXKKdGa66SYhAhoa4A9/kH9OPr8WSalsx1wr46aW4bR8r5RrkT7pV/POrn0yj0aPPXbVyaraYf8esVjlSKnxcWssFVr27PdbZTCRiLVwcXO8ZPIGKXfnPTs2bICbb5Y5xTCKU8CohZxbnfcUspFSpin+R+AppaD01vW6LmbnDz8s53XJEnm+p0e8pr73PfjTn2DnTvdyDjfK95S677TTyk/MB4NSrhuPy3hPJ6VKhRNPqXywdwFTlg+33gp33lneXDEd1TyfZkMm5V6p91U5kWnj1DQtIqCY8r18SqlEwlIMezlw+ZAvFhTqKTXday/IPx7tsUt9/1/9ylrn/uhH8n4eKVUAKfWd73wnK1kEcMEFF3D++efT2tp6jCpqcHAwa3nezp07WbduHSCk1M6dO9m5c2dGtdSHPvQhNm7cOPn78PAwixYtcvoVZjRqTSkFcnyjo+Lr0NYGV18tAWZkBN797vImGXZPqXe+U35+3/tk4otE4G1vc/b5tUhKeeV70wenpJRKHosxt82mlKrGeKBpVotc+z1Ua2NRlbjEYpXduVNTbX194USYMh0dH5+aILrVcQvye0qVG2vWyHkZGRHlyQknOPt/ynOop+fY8j03PIfASkCVn4RCf78Yn2oarFxZ/PvXGilVLqUUCLn38MOiQLObna9fL/YBui5xyK2cw01SqtylewqNjTIWR0fFo7RQj5dccMtTSl2fD31Iju/oUXjveyvbPKWa59NsyKWUqsZYYFc3qVh8ySXW39W5dxKLnSqlas0yoFaR7XoU231vupRS6v5Rm3v5oGLUxz8uG3MDA/D+98O//7ulovLK9wogpd785jc7et3555/PDTfccMzzGzLMrJs3b+a8886bNDpXSPekUgiFQoRqaXuiglBG55GIZXxb7ZOmPWn+93+X5MI0JTkqd5KRbnT+6ldbnx8OO//8WiSlsnU2KWTX0kNxKNRTqphrUUtKKZDjSiSmjsdaHIuhkMSBSnbgK9bkXCEUkrFmP/flUEplKt+rhFLK7xelyd13yyLfKSlll9srH6LGRndLhexKKWW2DVbp3rJlpV2DTMl/Nasjss2lbozHTGbnAL/7nZx7FYN6e6tDKRWJwCOPyM/TQUqBuxsD+TylConzPT2ysBsfl2tXSUJKbVpC9c6nmVBrnlJ2ElPFYvtGXijkPBY7NTpX7x8I1IZlQK0im3Kt1rrvFTOX9vTAf/2XxJFkUn4/cED+Fgp5ZCiUweg8XeG0c+dONmzYMKmU2rx582SHvuXLl/OFL3xh8rV33HEHF198sWd6XgSCQWvnddcueawlUurLX5YbVfneKFO4ciGdlPriFy1CCpx/frWQUoUExmw7DIWYjnooDk6VUm6QUmqSr/ad3Uwy7Foci9MhJy/W5FwhU4JY7rIdVb5XCaUUWIt6ZRrtBD09sti56SYp7QIp9XLLcwis+Toen7pYdMNPCqZeW2VeXc0+MtnmUjeOWZGRdrPz3l74+9/FQuBTn7Kutxu5R6meUlu3Ckk2dy4sWFD68ThB+jG7qZh0M+fo7RXiQNMsT6lKIZm07qVqnU8zIRMpVc3eWPbYpWLx978v3cUDAfnZaSxW7xWLWfd+Jngm55VBNqVUrXXfK4bU7e21LCmGh+V3pclpba0Nq4pyoyx88K233so111zD6aefzv3338+tt946+bdrr72W008/nauvvprW1lY2bNjAddddR2trKzt27JjyWg+FYe5cGeDPPiu/V/uCTgWfn/8cfv1rSQ7/9V/hxBOtXepye0odPSqB4Sc/kc/v6ZEk0OnnTwcpZS8tUZ9biJzZK9+bPlSSlKoVpVSmBUstjsXpSJKKNTlXyKSaLAcpZX//SiqlwCKlHn5YvpvT76Vi/yc/KeV0hw/DNde4NyeFQrJYHBuTeVuRAm74SYF175imzBNKyQfVrY4oh1Iq3ez8r3+VOX71asvL44IL5LVu5B6ZyqUKgb10r1ILlWykVLniABQe55U65iUvESVZS0v5c0U77Avpap1PMyGTp1Q1x4L08dLTIxswn/60zHnxuPPNAfvYikSy51S1mHPUIjJthNm7FhdavjddgoBC7x8Vuy69VNa7AwNSOv7UU/J3z09KUBZSyq6Auvjii6f8LZ10Wrdu3aSnlIfSMHcubN9uKaWqfdKsq5Odj9/+Fk46SfywVq6cagoH5Uk21ILoscfkc5cskQnwlFPE48rp509HYLSXltgTdqdy5kyLZ9V1B7xJuZyYDlKqVpRSM4WUqmT5niKlSlVKZSrxKmX+UMT5+vXyuz0Bvf9+kaxXipRasEDmxkOHRIHy3Oc6/789PfCRj0h8rKtzfy6aNUsWioODQpyYpvtKKZDzX+2kVD5PqVLGo65LbvHII3J+DUPmyT//WTbx1IJAXd9cigonKLV8r9J+UiDHfOCALJguvPBY5UIpXmr5Ov46mefs+c3q1eIr1dYm1guVIqbUWKyVrrAKmZR71RwLMs1LF10kpU/Kh7IQiw1Ns0ovs401TylVGWTyOizGz6uWlFL22PWGN8i8AzKmf/ADIVmf//zyHWstwfXyPQ/TB2V2roJrtS5CFerqZKJ44QutBcqqVfKoJLulJofZoD4vFoPXvc7ajTzppMI+fzpIKXtpydat8tyddzqXM2cK5vG4tVPhTcrlQ7Z2uOlws3yv2hsfZLqHapmUqmQsUKRUsZ5SmZJ/N869Is5/97up79/bC48+KvG2UqSUphVXwgfSuW983FoIuV0qlN6Bb2BAVFOlmpyDvIcak+qaVvNCNF/3vVI32ey+UpddJvOkKp2w25j29JRuYl8KKTUwIESZpkEl92sbG+Uzb79dxrl93lCLqmK6V6r3ALmWqvwNCpvnFJHY0wMLF8pz+/bJIq+cuaId1a46zoZc5XvVGAsyzUs//rGMnUDA8n9zAnsczLVhVIs5Ry0iU/meOvd+v3Oyd7q77xVSVm6PXZpmrTNXrYIzzpBx7bkWCWqI6/eQD4qUUqj24FpXB/PmyYLh+9+X5xQpBeXd9aqvl92uefOkXPCHP5SJe+nSwj5/uiSk6tg++EEJ7sPD8J73ODvmTMHcTpJUK3kxE2BXStnNjdOhkvWZ3n0Pco/Hao9hdkxn+V4pRucw9ZjdIAFUHPqf/5GFf12dtbDt7BQSoFKkFMgc85vfiErLKXp74bvflSYi8+bB61/vviIjnZRSKqmlS91Z+NbVyfWsBVKqnN33wPKVUuc4mbT8zdwunchULuUUSiW1enXlfNdAjrmzExYvlnGucrFHHxVftVK81OxjWZWSQmGklJ0o7OwUgiwaFRKvUmbn1ezDlAsqj4hEhNDx+6s7FqSTUr29YvPR2Snqku7uwmKxKt3NtBmoVL2dnfK7Pedwq9OqBwtu+ViqezCZlH8+nzvH5xSFkLrp4+fkk+Gf/xTl7kknScl+lv5uxx08pdQMggqqCtW6CFVQx/fEEzJR1tdL8l8J2Hfq775bHk86qXD/humsa+7pEWJDGcQ7TcxylUsFg5UP7scTVPKdTIo6LRtKMfrOppSq1kR6pnlK1WL5XjmMznt6hMg5eBDuu08WET09VvJVyQX3unUS25991jKHzwVFoF14ocyrCxbAFVe4a4YN1rlQih23/KQU0pWZ1bwQzaeUKvWY1Tl96imZM4eGrI0BtwnSUozOp6N0D6xjPukkGed//asosR98sHRzf/vcY4/zxc5zfr+V7+7dW/xxFYpqVx1ng31zS53zWogFkYgVi1/4Qrnmzc1TqwWcxOJs5tpgqXp/8xv5XeVopaoDPWRGpmtRTFMF+7idjhK+UhpwnHyyPD7yyFSjcw8eKTWj0NEx9fdqnzhVAHr4YXlcubKy3QdUInrPPfKoAkUhmE5SqrdXPlfTCutYmGnxXIi3g4fiYZ90c/lKlVK+l040VHsiPdM8pSoVC0zTIliq1ej8LW+RBaTyrPvXf5XnNc1aBFcCzc0WKeGkhE/J7dWcsGSJPLpdVp5NKeU2KaWuaTUvRMutlFq8WO7RiQkxO1fnvLXV/YWnvVzKXq6WD6Zpjc/pIqVGR2Wcq2NvaChdiWT3YHKrVFiV8FWSlKpVpZTfbx2zuq6JhPxejd/FHrdULFb+hE1N8lhILM60+aKg3uf222UDpb5+qgdQpVR4xwsyXYtCO+/B1DlsOtZfpcyla9bInHP4sDXne0bnAo+UmkFIL9+r1kWogpp4Rkbk0V66VwkoUmpoSB5riZTq7ZXODR0dcOqpMnE63TXKdMylKHM8OIeuH1u6kAmq7KOY8j11DRMJ+VftifRMI6UqtWt39Ki1sChW+p3Ju8NNUuqHP5Q4q2mi6lIlF01Nld+BVot8JyV8ynNo9275XZFS4I7nkEI2UkqVmpWKbE0PqpmUKkf3PbDMzkHOs9qhLsdiQMVtwygsHuzcKccVClm+I5WCnZT66ldlDlLksRvKwEwEeCmbYXZfqUqh2kvhc8HeEdJ+j1VjLLDPpSoWq3WCXWHrNBZnmufs6OkRo+mDByWv9gip8sGtnEPTxF8MpkcpVcpcWlcHK1bIzyp+eaSUwCOlZhAaG6dO7tW+oEsPQNNFSoEkrGvWFP4e00FKqV2c175W5MyaBm9+s3M580whAWoVTjrwlXI90rtuVbtSaqYZnVeqfE+ppFpbi+8EVU5SSsWpnh4hzpub4ZZbJPGvpJ+Ugt3s3Kl65dln5dFOSrkJOyk1MCCPbpicK9RS+Z49Dtivj5vHbPeVymRy7hbCYYt0LcRXSpXudXdbC65KQZFSmzfDd74jucUb3whXXulOyWqmvKMURfCCBfI4HeV71brBkwt29V61k1J2NY2KBcr/TSmlCkGu8j2F7m6r6qCQ7n4eCkOu7nuF5nvT2YGvlPI9kE7vdnjlewKPlJpB0LSpaqlqXYQqpAeg6SSlVqwobgE8HaSUkjNfdJH83tgoCbBTOXOuHctaIgFqFU5IqVKUUvYOJhMT1a+UykVK1VI5aaXL90o1OYfMSZ0bpJS9/OEjH5GEq6VFYvzBg7B/f/HvXSxOOkm+75Ej8Mwzzv7Prl3yWC5SSu2ODg5aflJLlrh3r9YSKaW+s2lanWDBXXWKKot84onyKqU0baoyxSmmy08KJI84eBAef1xiSmcnnHtu4f492ZCLlKq18r1qz60zwW6+r+KArlenh6g6v/YyQ3UfFUNK5VNKAdx1V3Hd/TwUhplCSpWqOk5XwnpKKYHXfW+GoaPDSrirfeK0H18gIJ4PlYDqtmEnpRRrXWi3jekgpdSxbdsmj/bvUUjHQNWeWdM8UqqSUERLJn8DhVJ2kEGu48iIJGHVrpRSicWf/yyPPT3HLlZqoQtOpRMkN0ipTP4ObpCY9hbIICa1v/iFEAGdndMTZwIB2Q3/xz+khG/58tyvHx62SrvLNTfZjc7dNjmHYxdj1UxKpRvXpnsQuUHU2c3O1c/l6nrU0CAx2KlSKhaz5vTpIqVMU5omKA+os86Sv6n7uBQvtfSxaJrWz6WW7+XqZOsmZopSqto3quzHFYlI7FZKqWIaZGQiQuzo7ZVuaJ2d8NnPStx3u9OqB0Euo/NCc9Tp9PQtZS7dtGnqZoW92UYt5LrlhKeUmmGwd+Cr1kWogn1hsmxZ8SUohUJ123joIeu5k04qrtvGdAbFYifpTDvSHilVOahzXC6jc/tn1IJSSh1XImHtxtvHY610wZmu8j03SCm3VZPKB0Th3HOtz+nshLPPLv69S4Fa7CtFSi4olVRHR/niopLsG4Z1TG75SUFtKaXs5WqbNllKhfQyid5e+XsxsJudKwKoXDvUhSqlHn5YvmtbW/mUebnQ2Cjdj5XafsOGqaqUUr3U0kl7O0FQzP01d66QZ/G4GAZXAtU+l+aC3TOsmuMATFV7q/lUeUq5rZRS+cWaNTI3KWN/tzutehDkMjovVilVa6SUrsNPf2ptWLS0yHO1kuuWE55SaoZAqX/s5XvVqjJQx2qvqVWle5U4VrVY+vKXrUXSY49JkCjU3LCWSSmQSbqx0SOlKgkn5XtuklK1opQ67TS44AKZlCcm5Dv88Y/yrxZMRyudIPX1yaMbpJQ9WXd74bVpk+wEtrVZRNp07QoqUmrbNrlOuRJKRUotXVq+4/H7JX4PD0vZFLirlKolUkrT5LhiMdksUUoFuzrFXhZaDHw+8et69NHydz2yK1OcwF66V8kuxCofu+SSqc+/6EXu3p/psUaNSV0vbjz6fEKi7d0r/9Ib/ZQDM0UpVc1xQCEcFgJNnfNSlFK5SCml6r3nHlGrqpzLDXWgh2NhvxZK4VhsjloNnlLF3ENqbH3iE0K2Ll3qdXxUOI75uJkFpf7ZutV6LhyuTuZVHesf/mA9t2pVZY+1pwde9SrxUCiWkILpJaWOHpXHQidpv99KelUwL5UE8eAc+UipREJ2f+2vLRR2iXS1+2DYy0nVDuWOHRLLfvnL2pmkK50gKYKnra349yh39z2QeL5p01TCu7l5euamJUvkfMViokzJhXKbnCuo8jGVoLtlcg61Vb4H1j30yldaSgVFDv785+4k7emkX7nK9+wePk4wXX5SKh/78Y8tdUogIOfdzfszPT7ac45iSbhK+0pV+1yaC3blXi0ovuzKY9N0RymVqXxPqXoz+Xi62WnVg0DlAcmk5RdWy6RUsfdQTw+8/OWyBr3zTo+QUqgiqsJDKVCLuTvvlEEOQrRU40BXx/qLX1jH+uijlT/Wj3xESjMWLCi+20Y1KKUK7WSlaceqOjylVOWQz1PKTlYVS0rZk7Bq391Nv4fe8AZJWExT/lZNsSsXKl2+V81G53aoeP/EE1a8f+CB6ZmbNM15CV+5Tc4V7KTI4sXuLnhrSSkFxxLUb3gDHDggBPWPf+zOeEknpcqllLKXS+XD0BA8/bT8vH59eY4nG9T9uWmTGO6DjJsf/cjd+zOdIC3F5Fxh0SJ5VG3Vy41aIHOyodaUUvaNtUjEIjDK1X1Pjcdimst4cA77/Jaumiw0Ftjni0qjVKNzgM9/HtrbZR3qdXwUeKTUDIJi9Q8elCTulluqj5BS6OmB17/eOtY//KHyx/qjH8H8+bJzXmy3jWpQShXTXj2bv4NHSpUf+Tyl1I5dKFR8Z5z0hA6qd3c3fSzecIOlGtG02vF0qMXue7mMzt0cLz098I53iLpr61b4y1+mb25SpNSDD+Z+XblJKeWbZCdFlJ9UKb5JdtQqKaWO8+KLJQa4RVBv2gSPPDL1OXX+3TrnCoWU76mxuGLF9HRhUsTU/v1yf+7a5f79mUspVSwWLJDHciql7P5m6bHR7TFTTmTqvletcQCmjhelkvL7iyMEcymlFNR96lULlBfp3aHtj8WSUtPpKVUKQX3bbRLDWlu9jo8KHik1w/D2twvRMm+eSLCrkZBSeMc7xM9p/vzKKyLs9bu33168qWE1KKWKqbHPRkp5E3L5ka98zw2CMJOnVLXu7trJnN5euPlmiQtnnQVXXFE7ZqOVlJInElZnODeNzhMJa0fabRLz0ktl0T13riy8p2tuUkqUp56yzmE6xsctz65ykVKqbOqpp6znVq92t6wxGylVrbEgfT698UYhpHw+UU+WGgd0HX79a4vQ1TRZEJSjlLQYUmo6uu4p9PTIWO/slJji9v1Zjo2wSpTvqfu0tzezv1k1WWPkgr18rxZIKTuRZM91iyn1zOUpBTLnqXHpKaXKj/R5qZbL94q9h9xag840eEbnMwy9vZYUUDGv1UpM9fZKAlTpY81kKKceC20DWw1KqWJIqXTZqxtSeg/OkI+UcmMH2Z7QVbsPhhqLW7fK4uwlLxElzezZxd+X04FKlu8NDspi3e8vTimpkH7M9uTO7fHS2yvvuXDh9M5Ns2YJObZjh4y388479jW7d1uvLaZcxAnUd//CF8RMt7MTtm+HO+5wT6WSrhCo9sVoOkF9yy1yXk49Ff7lX0qPA+r/fehDMgbXrIEf/KA8paROSSnThPvvl5+nk5Tq7ZX5v6mpPPdneqxxYyNMkVIHDghpWayyOBfsc5DKte65B7Zsqd5KhEywK6XcKD0qN+wbJqX4SUH+8j27gsrbmC0/6urkmpZavldpUko1hejpOfYeKqQphJtr0JkGj5SaQUgf6Op3qL4BPp3HqrptpH9OMd02qkEp5ZXv1RbyeUplMtwsFLWolIrHRRk1f75FSkHtdMGpZPmeUnrMnl1ap670ZF09apolsXcD1TY3bdiQm5SqROc9kO/+8MPwv/8Lhw7JGH/jG907J7VavveLX8C99wpB/be/CRngVtLe0yN2Ab/9rcyhQ0PlIRecekrt3i33cyAwtSNxJVGJ+zNdlenG5ktHh5y3eBwOH5YKgXJAnYOPflSu5+AgXHVV9eXVuVBrnlJ2dZMipYrZgE1/r0ywWya4Oe95yIz0zZJSlVKVWn8p1aT9M4vpCuvmGnSmwbv9ZghqiXmd7mPNxWTXUvc9r3yvNpFNKaV2YRYvlt/tBGGhrbnV5D48LDvx9ueqDeoeWrpU7r//9//kd7sBdLXErlyo5K6d6rzX3l7a+9iP2TSnJodutaWf7nifCRs2wE9+IgoV5V9mh+q8p+7FcuINb4DvfU+uhdtl7LVGStkJ6ssvF4L6b3+zFBJuJe2XXQa/+53lb1KO8edUKaVK97q6pmfjoFL3Z7pSyg11tqbJGNm1S0r4ykVKgZyDj3yk9hpwKNQyKaVQqFJK5VSK7LVvBNpzKq/7dGWRfm2LJaUqbXRuj4sqb7jjDpmjCtnYcHMNOtNQI9XQHvIhF/N6+eXVxbzW0rHmgwqK8bi1+K8ETLNwpZTdsDN9Af3IIyKB95RS5Uc2Ukrtwvzyl/K7SiKL8a5Q19HumVPtSimVKB85Io/latVeLlSyfE/5HbW1lfY+Kgk0TTn/5TDFr8Z4f8oporDo77dK9exQz5VbKQXw0ENidrp8uftmp3YlnLrGUL2LUXVc55wj4yPTxosbbdr37hUyY8mS8hnM2j18cmG6S/cqdX+WQykFlfGVAhkjsVjtNeBQsCv3qt1bDjIrpQolpVRO9Yc/WO8Fx+ZU6h71/KQqg7o6WW/84hfye3qlhtMGApVWSsHUbsJbt4ritpbKeKsdnlJqhqCWmNdaOtZ8sCf38Xjlkv3RUStZdKqUsktP0707nnpKFrgeKVV+ZCOl1Ni/7jrxx6ivz7yL7QTppJTPV72y9PTdLtWWfDq6UJWCSiZISilVisk5TF2URKPlIaWqMd6HQqJMefBB+ZduZq6UUuUyOVdQyfcHPlCesim7UiqZtDZOqpWUSr+HSvWSyYTeXvl39dXlOedKnaEM9e1KqXTFayIh3kQwfaRUpe7PbJ5SpeYclSCl1Bjp7JTNkn/91+qrQMgHRbhEo1buUa1xAKaOl2RSfi60KkBdm29/W3KhlpbMOZWnlKoslBL7t7+FtWunxoJCSuGmy+i8p0fmD9Os/oZitYYqXaZ48FAbsE/qsVjlJnm1g1xXJ0HRCezS09ZW+fl3vxNPk3nzJNnySKnyI72kxo6eHvj73+HWW2VyXrCguF0Y9RlKdVTNO6LpiYUipWpVKaVK4dwqf8sE5SlVKimlyMpEQpL/cpBS1YoNG4SQuv9+ePWrreejUdnFhfKSUpUom7IrpewKvmpdjKYT1KWUqGdCJc652vxR96gipTItth57TK5La6uY789kpCul3LIMUKTUvn2lvU82qOv2+teLKT7AlVfK/FRLxJT9PKu8oFrjAGSOXcWQ0z09Qkh94hPiO3b06LE5lRs+nh6co65OCN5TTpF7aGBANsV/9Sv4+c+d57zTRUr19ooIQeV41dxQrNbgkVIePJQAn08Ck700ohIoNllXgfOTn5SJ+uBB+OAH4eab5Tt4pFT5ka/73rJlMqZ0vXi/E3UdVYfGar6uM42UgvKrJtWCt9TyPZCx8eST8MMfwnOfK8/Zv0uhfma1AqVk2bJFSDmlJNy7V2JhU1N51XqVMDu13/dKdQTONzIqjXSPRreVUpU45+q9vvMdWWzpusyvmzYd+9mqdG/9+vKS2NMJpRxbtkx+t3tKHTwI//iH+KoViwUL5LFcSik1Zi68UEipQEDm8FozJfb7Ja5Ho9YcWyubVaWS01dcITmvYUhsT7//VS7mkVKVgZqXnvtcIaauvlru30RCCN9Cu59XkpTq7YUbb5QmC52dcMkltUVOVzs8UsqDhxKgaRIYo9HaIKVAAudXviK7ZYODohJQ9dvVTF7MFNi776UrauJx+PGP5flZs4pvza12pdWirpqTT5VYJBLyvdUubq2V79lJqGi0vKRUqUbn9tbGoZCMwZ/8RBaJBw9ObXNcSFeZWsLKlaJQGRoSxUpXlzyvOu8tXlxeoqASZVPBoLVpoghq9Vw1Ip2UclspValStZ4eieXvf790VYzFMi+2HnhAHhVBOhOhlGMvfKEoEFUJ6T/+IbFGzU3Fkt9KKXXgwFRy2S2o43n8cXmcNcu6f2ptEdrYOJWUqmallL1Dm/J8Kpac/tnPJLedmJC5Mz2nUkopr3yvMrD7hdXXy/0UCsnzhdxTlW40pfKh175W8iWQuF5f7xFTbsEzOvfgoURMRwc+tcBwanJuR2+v/L9QSI5540brbx4pVX7YE5/0Er5PfUpMlleuhHvuETLgppsKN1VNv47VXI5lT4wnJiwfrFpTSvn9opyE8u/clWp0rhaKvb0yNjo74eUvhx/9SMZfIFC8n1mtQNMsMkCRA2CRUpUwOS83NM269+2kVLWiEp5SlcIb3yjKC0UIpt9DIyNilgvT5ydVCShj4N/8RkjG7dvhzW8WhaKKO8U081CYM0fGjWEIyVUu1OpmiR1KCVQL5Xv2cs9SyGk1tl79ajj1VBlz6TmVV75XWdg9T7/0JYmR8+cX3nSi0uV7SjX5L/8ivzc0SM5Xi026qhUeKeXBQ4mYTlKq0ElaTdBXXAE33CAT9M9+Jsmcm23gPWSHXamQ3qL4hz+Ua3L55fIaNdkVSkylk1LVrJSyH1tfn6UeK4ZwnW5UIkmamLDKDYr1lLKPqz175Lnt263k//HHZzYhpaBIKVVGBRYpVW6T80ohvZS3mhei5faUqiR6e4VY1zTxsrn55ql/37xZYt2SJcUrHmsFPT3wmtdYqpcf/MDylfnzn0uLNZpW/hI+mBmklOrAVwtek25037NvrHziEzJWEgn4t3+bmlN5RueVhbq2mzbBM8/AmjXwz38WnutWuvveZZdJjFLj0e2usB48UsqDh5IxHaSUStYLWbinKx/6+oTp7+gQUkqpL9RrnbRk9VA4NM1KfuydmaJRSRo7O+Hcc63ni9mFSVdGVbNSyuezFEbKYLqlxXqullAJUkqV7tXVlZZEq3H19NPS2vjXv5bdyro6KWsr1s+slqAUKk88YSWaleq8VynUslKqVkkpNde+613imzJrFnzjG1MXW8dD6Z4d732vkAqBgMyB/f0Sd373u9LJb4+UcgalBFL3VzXHAjsppeJAoaSU3UNuzhyrRLu9fWpOpfIwRdp5KA82bZIYWFcna469eyXf/djHZENWXS+nxNR0GZ0XKwrwkB8eKeXBQ4mYTlKqkKCYbvIaDFqmo52dlvltKVJ6D86Qyex85UpJnObNgxNOmPr6QndhakkpBdbxqfKLWivdU6hEkuRW5z2QcRUMimLD74ezz4YTT5TzX6iUvhbR3i7kk2nCQw/Jd1ZdvGYKKVWrSinTrM3yPfvmz5VXwnnnyfy6dKm12DJNi5Q6/fRpPdyK4cc/lg6Dq1cLsROLyXko1EcmE5SvVCVIqVqdm+DY8rRqjgV2X8xiu+8pZYuC2uy7886pOZWnlKoMlG3APffIvd/ZKUThoUPWmqOQTdjpMDqHzEopD+7AW3Z68FAiaqV8L32C7umB973PUkidfPLM95GpFtjNzhXuvFMezz239DLKWlJKgXUPeaRUZqgdRjiWlCpF1djbKyTosmVyzu+6C970Jrj99uL9zGoN9hK+/fuFmAqHRUE6E1BLpJRdKTU2Zpli1xIplb7587KXyePRo2KQaxgyzg4eFCL41FOn71grBXte8Y9/iCeLzyfklM9XfIxRcXHRIvldEcrqM91UeytSqrXVvfesNNKVQLUQC1R+qmmlK5le8AIhPp58ciqB6XlKVQaKcLrzTrmenZ3yr7d3asx0uglb6fI9hVpV8NYCPFLKg4cSUSvle5nwxjfCxRdLgvzHP3qEVKWgFopqh25sTJJ1mFq6V+r7K1S7UsojpXLDbkxuJ6VKUTWq//uWt0hpTfp7FOtnVmtQSpUHH6xc571KQsUCNWdU80LUvvNt7xxazcecjvTNnxNOEIVQPC737GWXWSqpE0+c+c1F0je6envhqaeEoFuyBFatKj7GqLi4ebP8roiGcqi9Z1L5nkI131fpOVJjY+kxubXV2oT485+t573ue5VDTw+86lWS6z32mDQ8KHbNMV3le8WWk3rID5ebp3rwcPyh1rrvpeP66+HuuyVhOR58ZKoB6eV7d98ti5YlS0S1Uir8fvmXSMjv1a6UUsmF8pSq1cS/XEmSuidvuskqVXnqKUvRVOg9m75Q3LQJPvQh6zPUZ6r3ncldZU49Ve6VAwfg3nvluZnQeU9B3fuqq2U1L0Ttc+lM2Y3WNOkw99Wvwq9+JV3AHnxQ/nY8lO7ZlWOZCCrDgLPOKq6lunrtd78rZL2mwY03wve/7/7mmle+V1mkb6S5FQfOPVdUsXfeCW94gzznKaUqi499DG67TfLgYLD4+9Qr35t58EgpDx5KRK14SmXDLbfIDq4iMXp7PWKq3Egnpdws3VOoq5uqNqhmeJ5S+aHuyY9/XO7/vj64+uri7tX0EqN0qbydhJrpsaCuThQr27bBHXfIc4sXT+8xuYn08r1qjgX2ubQW/aSy4fzz4dvfFiXeww9bpJQy2p/JsMeW9LiTHluKIb97eqTMc+NG8aaZmIC3vc39uDUTyvdqiZRK30hzKw6cdRZ86UvS0OKZZ2QTUOVhHilVGfzgB+6sOez5luraXAl4Ruflg1e+58FDiag0KWWa7gVF+87l8eQjM92we0odPWqVc7zoRe59hr0spNqVUuoeUmSrp5TKjH//d2mpbpqSpBe78EovMbLjeGttvGmTdb3icXlUSqmZ0IW0Vj2lZopSCuDWWy1V81e/KovgpiYx/Z4JY8wpyhV3Lr1UCAXTFNWL24RUIlH7cxMc68lUzQR1uUipxkbpiAnWZqBXvlc5uLnmUHOZaUIy6e5x5sJM2jCpNniklAcPJaLSpFQ0ai2eSknYM5maHy8+MtMNu1/CXXfJhLpqlWXY6uZnQPWTUunJsaeUyoyPfUzGSigk19S7R0uHrkvnPaXSAymjnSldSGvdU2omJP66LqqMgwflEWDdOlEMzIQxNt3o7RXST9NEQXrzze6+vyJ0dd0dy4TpQi0ZnafnLG6S0/YufMmkNV97Sqnywu01hz1vrEVPXw/Hwivf8+ChRFSalFIB0e8vzSQ1XUqvcDz4yEw37OV79tI9N2FP6qp5RxSOTY49UupY9PZKW/XOzsz+Tx6KQ0+PxLr3v19+X7hQyvhuvnlmNH1Qc4SK59W8EJ2pSilVYvbBD8rvnZ3y/bzGIqVDLXTf+U746U9hzx741reEoHLrvNpL92q5AUItle8FAnKuy9GB84wzJNbs3y8bEgqeUqq8cHvNYR8j0Wjlrp9ndF4+eKSUBw8lotKklN3kvJQEKZdU3kuSyws1ee7dK91HAM45x93PqCWlVHpyXKslEuUipXp74YYbZKd73jx48Yth7lz5m0dMlY7LLoNf/AL+8hdJOGcKIQXHblxU80I0k1JqJpBSICVmDz4oJtyHDkm+8Ja3zIwxNl1IV14cPiybPPPnuxsXZ4KfFBxLSlXzZpWmSd4yMSG/uxkHwmF4/vMl3v/qV/JcMCgbvR7KB7fWHJs2iWqxp0euWzRq5VyqeUI5LQhm2txUTfBEwx48lIjpIqW8gFi7UKTUP/8puzwnnSS7526ilpRS9uOr5RKJcpFShmGNkdNOswgpJX33VI2l453vlIVQXd3M6kKaTkhXMyk1U5VSCp/7nFyPpiaZA2bKGJsupCsvXvISeRwZkc5qbsXFmdB5D2pLKQVT8wK3VSlKmX733fLole7VDnTdKvezb2RUouQ+kbCM8WfS3FQt8HhhDx5KxHSV73kBsXahSCklTXe7dA9qSyllTz5nzardEolykVKXXgp//KP8fNFFU//mLWzdwd69sHKlqNFmUhfSWlVKzcQSiZ/9DNas8TrduoV0NcT69dDeLr5Sy5e7pz4eHJTHWlXwKtSSpxRI7Boakp/dznef+1zJw7zOe7UHFTNvuklM6hsa4Cc/gd/9rvwKZ6WS0rRj7ycPpcNTSnnwUCKmi5SqVTXJ8YxNm2QhYq991zR44Qvd78JkX4zWklKqlnejy0VKbd0KBw7IuDn7bHff24N1773znVL+M5OaPdQiKWWaljplpmy+eJ1uyw9dhwsvlJ9//3v33lcRI7VevpfuuVPNsQCm5gVuEwA/+tHU82H/+XjqiFmrUCrxXbskP7rttsqU3Kv1V2Oj16CiHCjbKd28eTPr16/P+7qdO3dy3XXXcdttt3HdddcxpKK/Bw81Ak8p5cEplOz4z3+2nuvuht/8xn3ZsV0dVe1KKXtyXMu70eUipX73O3k899zqJxhrDTO9C2ktklIgaheYGUqpmT7GqgmqhO+f/4SBAXfec6aU7/l8Vi7g91f/otqet7id7+o67NxpdV1VSqmZ0nX1eIDylDJN+VcJ1elMVPBWE8pSvnfbbbexfPlyNm/enPe1r3nNa3jwwQcBIaiuvPJKbr311nIclgcPZcF0Gp17qC2oSfMb3xAZsPKRKkcXplpSStkXo7Wc+JeDlBofh7/+VX5WCy4P7mGmdyGtJU8p+7GpkqmZsPky08dYNWHhQjj5ZHjkESl5/o//KP09Z0r5Hgj5EolUdxxQsMcut0mAnh5IJuEDH5DfGxoyk8ceqhe9vUKuapoY4leiHNozOS8vykJKXXzxxY5et3Pnzim/L1++nDvuuKMch+TBQ9ngGZ17KAQ9PbKD++lPS7egRAKuvNL9ybRWPaU8Umoq/vpXeb9Fi+DEE917Xw+Cmd6FtJaUUpombb7j8fK0gp8uzPQxVm246CIhpX7/e3jta0v3KFQFHDOBlGpslPyjmuOAQjmVUiDk0x//KOPkxz8WQtMjpGoDikB8wQtg925YvLgynYi9SpXyYloFinfccQez01Ygs2fPdqSw8uChWuB5SnkoFO99L8ybJ0lQOFyeSbRWSalaTvzLQUqp0r2XvKR2DeA9TB9qiZSCY1WdXvLvoVCcc46Mo9274fHHS38/Vb5Xy3OTgvJmqvY4AOVVSil84xswZw60tc2srqszGXZF2yteIc8tX16ZcmivfK+8mFZSKpt/1KDSyqYhGo0yPDw85Z8HD9MNz1PKQ6H4/vdh7lzo6LC6MLmNWiKlvPK9zNi3Dx5+WMgoZeDrwUMhqKXyPZh6fIFA9R+vh+pDfb00DwGL1C8WdtP9mUBKKe+kWrivVOyqqxPCqBz4zW9kc7CpqXy5mAd3YS+H7uiQ5w4dsnz6ylkO7YkCyosy3ealIRtZde211/KpT32qsgfjwUMeeOV7HgpBum+B+h3c2aXbtElMOhctsp5TZElvr0zYucpJpgOeUiozVAep00+X3VwPHgpFLSulmps9daCH4vCSl0hp1p13SlfNYn0Vh4etRW6td9+D2iClVA6jrpldleJmDlPuXMxDeWC/9nPnyuPhw/JYqe57nlKqPHBMSn3nO99hx44dWf9+wQUXcP755xf04a2trceoogYHB2nNEvk/9KEPsXHjxsnfh4eHWWRfeXnwMA3wyvc8OEW2LkzgXjKkOvydfbb8rnxa7J9dLVDJ5+LF1nNKKVWtBFouuElKGQb84Q/y80UXlf5+Ho5PBIMSA5RHUzUvRmHq8XkbLx6KRXe3NBI5eBD+/nc477zi3kftkTc1lU+tUwmouVaRUnaSrtrmWpXDLF0qvysCwM0cphK5mIfyQymlBgdF6Vbue9QzOi8vHF++N7/5za5/+Pnnn88NN9xwzPMbNmzI+PpQKESo2ttIeTjuUElSKpGQblzgBcVaRCW6MKn3uv56GB2VxO7736/OrjLpBBoIKVWNBJoTuElKbd4MfX2SkJ9xRunv5+H4hKaJWkrNG7VESnm70R6KhabBi18MN98sJXzFklIzpfNeOtGj7rNqnGtVjnLttfJ42mnud8bzOmLODLS0yFiOxSRfmjevvJ/n2aeUF2Xn/YeGhqYonzZv3kxrayvLly9n+fLlU167c+dONmzYkFUp5cFDNaKSpJQKiJpmGVZ6qB1UqgtTTw8cOACf/7x02olEqo+QAut4vv51GBsTb4ef/Ux2davxePPBTVJKle6de271Ewkeqht2Uqra9/U8pZQHt6BIqc2bpbxHqSoKwUzxk1Jz6ec/L6rJ0093n+hxEz09cN99cMst8POfw0MPuXucXkfMmQFNk/t67165xytFSnkbJuVBWYzO77jjDq655hpAfKBuu+22yb+l/37rrbdyzTXXcNttt3HDDTdw6623luOQPHgoGypJSik/qaYm2fny4CEbNm4U4nLWrOruKtPTAxdfLGUWDz9cu4QUuEdKjY7CXXfJz17pnodSYfeVqnaC006aeYm/h1Iwb56U8ZmmVQpdKFT5Xq2TUiBz6oUXylx7223VS0gpvP/9ErtaWqo7h/EwvbCbnZcbnn1KeVEWpdT555/P+eefzxe+8IVj/pZOOi1fvnzydRdffHE5DseDh7JiOpRS3g6yh3y45RZYuVKSOdVVplqTuquvlgRZddmp1uPMB7WgTiZL8zf4858lnixdCqtXu3Z4Ho5T1BIp5SmlPLiJiy6CLVtEefr61xdunD9TyvcUPvlJ6ThX7ZtVIF5gJ5xQGzmMh+lDutl5OeEppcoLT2vhwUOJmA5SymPpPeSCXZZ/++3yeNNN1dvu+Ac/gPnzob29Ntsyb9okx2xXeah40Nsrfy8Eqo35RRd53cc8lA7VWh2qn5TylFIe3MQLXiCk7P79osQtFDOlfE/hl7+UMvmWluqea2sth/EwfaiUUioeFysM8DZMyoUa7iXhwUN1QCX58bjIxMu5iFTlex4p5SEbaq2rzExoy6xMZNX9b5pSwmcvkXCKXbvg8cflPS+4oHzH7OH4gaeU8nC8IhyGc84Rov/3v4eursL+/0wipWplrq21HMbD9KJSSinVec/z9C0fPFLKg4cSYU+i4/HyJv2KlPKSdQ/ZUEtdZWZK8mk/5v5+mDNHOh7+3/8V7tmhDM6f97yZsRDyMP2oJVLKU0p5cBsXXSSk1J//DO9619T7IR9mCilVS3NtLeUwHqYfSilVblJKVao0NnoK9nLBI6U8eCgR9iQ/Fitv0u95SnnIh1rqKjOTkk91zFddBfv2wcQEvP3thZ3zZBL++Ef5+SUvcf8YPRyfqKXyPU8p5cFtnHwyLFggcflvf5OufE4xU0ipWppraymH8TD9sJfvlbNaxbNPKT88UsqDhxLh81klO+X2lfJIKQ8zCTMt+ezpgQ9/GMbGxK+j0O/wwANirNvSAs9/fnmO0cPxB6UM0XWZr6oZdlLKU0p5cAOaJiT/974niimnpJRpzhxSaqbNtR48KChSamJCcq9yldap8j1vXiofPKNzDx5KhKZVzuzcY+o9eKheKLNzTZPkqFBTVmVwfv75xXfu8+AhHYqUspfGVSvspJQ3z3lwCxdeKHF561Y4cMDZ/5mYsHK6WielPHiYqQiFrLminCV8niig/PBIKQ8eioTquAXHklLFdNxyAs/o3IOH6oTy7Hjxi+HUU2Ht2sK6BQ0Pw913y88XXVS+4/Rw/EGRUtVeugeep5SH8qCjA9avl5+Vb18+KJVUODy1BNaDBw/VhUp04PNIqfLDI6U8eCgSquNWb+9UUkotTvUy3F2e0bkHD9UHu4nspZfKc7NmFdbG+k9/kpK/VatgxYryHq+H4wNq40QtqO2kVLk2ToqFOlZ1jH6/ddzVdqweahPKp+8Pf5DSvHyYKaV7HjzMdFSiA58ipbzNkvLBKxDw4KFI2DuXRCKSQN96qxgVF9pxyyk8pt6Dh+qD3UT24EF5bvdueN3rrL/ngyrd8wzOPbgFtXFy2mnyuyJ87CRqtUAda3e3/N7UJOVW1XisHmoTZ50FDQ2iptiyxbovskGRUrNnl/3QPHjwUAIq0YHPW3+VHx4p5cFDCVDE0zXXQDQKo6PScrgchJRhWEZ7XvmeBw/VA7uJ7Ny5QlBHIrB/v7NYsHMnPPWUqEPOO69sh+nhOIMae1/+ssxPy5Zlbg1fDVDH8qUvieJ4yZLqPVYPtYlQCM49F371K9kEcEpKtbaW/dA8ePBQAipRvqfWXx4pVT545XsePJSInh7paKTk4OVKnkdHrc/wgqIHD9UJTZMFNcCzzzr7P8rj5PnP9whnD+6ipwde+UpR8N1+e3WTPD098PKXy7H++c/VfaweahPKr+9vf5NmFLngle958FAbqGT5nrf+Kh88UsqDhxLR2ysKB00TdUShHbecQgXE+nqvM5cHD9WMpUvl0QkplUgIWQCewbmH8uCjH4V586CzU+aOaiZ5PvYxOc65c6v/WD3UHtasgcWLRTn4l7/kfq1XvufBQ23AMzqfGfBIKQ8eSoAqLzj7bOm4tWFDYR23CoFncu7BQ21AkVK7duV/7X33wdCQ7MY/5znlPCoPxyt+9CMheVpbhQQt18aJG/jJT4SUammp/mP1UHvQNIv8Vz5+2eAppTx4qA0opVR/PyST5fkMz+i8/PBIKQ8eioTd7+IVr5Dnli4trONWIfBYeg8eagOqfO+ZZ/K/VpXuXXihlAF78OAm7PPU7beXb35yA7V0rB5qFxdcIOTUo4/C3r3ZX+d5SnnwUBuYPVuUtYYBAwPl+QxvDVZ+eEVAHjwUCXvHrbvukucOHYJPfML6u5tQSinPc8aDh+qGUkrt2SO7dtnIpqEhUUqBV7rnwX1kMgq3d421/z7dqKVj9VDbaGsTVeo//iGbAm96U+bXeeV7HjzUBjQN2tvhwAHo67PK+dxCLCYlv+CRUuWER0p58FAk0jtugVXPXI7k2WPpPXioDXR2SqenaFSSpIULM7/u9tuFtFqzxlJXefDgFuwbJ3ao393eOPn/7d17bFtnGcfxn9O0GeuanKVQpaWh4JUViaJRJxEXCaHRZKziD/jDY0KI0HQ05SJ1KIiGAmrR2CgpGgJpmug6kS0MwRZLXCS00XhD3ASsi8UkLlVHDoPCyBiNvURt1ZsPf7w7sZ3abtacm3u+H8nyObbrvn/kOcfnOc/7vEvRSGNF49u2zSSlfv5zaccOqanKvJGZGfPM9D0g+tyk1IsvSm99q7ff7a68l0hIK1d6+90oISkFeMBNSs3MmIz6ihXe/x9uUopKKSDa3BX4jh83zc6rJaUcpzR179ZbAx0eYqL8xslCUas6aqSxovG9+92mN8z//idNTko9PZXvnzsnnT5ttpm+B0SfnyvwlRcFJBLefz8MekoBHmh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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 43, "id": "cccb6f63-32f4-4a5c-b62e-f9cb03c15a78", "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(0.2671, dtype=torch.float64)\n", "tensor(0.4017, 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": 44, "id": "370e37a9-8f79-4b20-9616-6ea0112af882", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(0.3416, dtype=torch.float64)\n", "tensor(0.3646, 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": 45, "id": "aad7badd-5eb1-41dc-a530-9a470a813963", "metadata": {}, "outputs": [], "source": [ "# Second round of local optimization" ] }, { "cell_type": "code", "execution_count": 46, "id": "96fbc40a-452d-4788-9f4d-f4097e182f9e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(6.8004e-09, dtype=torch.float64)\n", "tensor(0.1625, 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((6 + 4)*[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": 47, "id": "f14a8046-536c-4106-94c4-e0f6a0144699", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.1625, dtype=torch.float64)\n", "tensor(0.1281, dtype=torch.float64)\n", "tensor(0.1253, dtype=torch.float64)\n", "tensor(0.1251, 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((6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\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": 48, "id": "b48550e8-62a2-448e-9d6c-bab2c0ddd1de", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [6, 4])\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].kn = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 49, "id": "957fec27-8b3b-4f34-92a2-89c2de57faba", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 50, "id": "324966b8-d277-4e49-b26c-97244ec1fc44", "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": 51, "id": "c01c5eb8-c4c6-4e68-8e65-9291a38d1892", "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": 52, "id": "bf4d8fa1-951c-4cd1-a7f2-0f36838d2b93", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 53, "id": "9c33e957-0c89-484b-8e99-059b2f401d95", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 54, "id": "0dc6153b-f510-441c-b689-6288f2f97d7f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0006, dtype=torch.float64)\n", "tensor(0.0008, 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": 55, "id": "5f36d188-9a83-4afd-9633-5886faff1059", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0004, 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": 56, "id": "03e111ec-38d0-4965-9338-c432f66a5164", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 57, "id": "3306294e-9672-4725-a607-0a478ab7b6a4", "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(0.2161, dtype=torch.float64)\n", "tensor(0.3576, 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": 58, "id": "6d70d6db-82bb-4db6-929f-6631c5f73e86", "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(0.3496, dtype=torch.float64)\n", "tensor(0.3494, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] } ], "metadata": { "colab": { "collapsed_sections": [ "myt0_gMIOq7b", "5d97819c" ], "name": "03_frequency.ipynb", "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.0" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 5 }