{ "cells": [ { "cell_type": "markdown", "id": "2fb3401f-378f-442d-8cab-70c9eee2a1a9", "metadata": {}, "source": [ "## ELETTRA-24: ID model fit & compensation (ORM subset)" ] }, { "cell_type": "code", "execution_count": 1, "id": "8f3f24ab-d542-4c1c-aebd-0c167ce697d4", "metadata": {}, "outputs": [], "source": [ "# In this example an ID model is fitted from measured tunes, coupled twiss and dispersion (any other set can be used)\n", "# In principal, given a model to be fitted and a measured target vector, any optimizer can be employed\n", "# The fitted model is obtained using response matrix (model jacobian)\n", "# Using the fitted model, corrections are obtained and applied to initial model\n", "# Note, this doesn't require actual measurements and can use any optimization loop\n", "# Only when the final corrections are computed and employed, the measurements can be performed to assert the correction quality" ] }, { "cell_type": "code", "execution_count": 2, "id": "b70d23a0-ed00-444e-980f-3437142120e2", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "import torch\n", "from torch import Tensor\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt\n", "from matplotlib.patches import Rectangle\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "from model.library.element import Element\n", "from model.library.line import Line\n", "from model.library.corrector import Corrector\n", "from model.library.quadrupole import Quadrupole\n", "from model.library.matrix import Matrix\n", "\n", "from model.command.external import load_lattice\n", "from model.command.build import build\n", "from model.command.tune import tune\n", "from model.command.orbit import dispersion\n", "from model.command.orbit import ORM\n", "from model.command.twiss import twiss\n", "from model.command.advance import advance\n", "from model.command.coupling import coupling\n", "\n", "from model.command.wrapper import Wrapper\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize" ] }, { "cell_type": "code", "execution_count": 3, "id": "9e5790f8-e57d-4bd8-ac55-e469ac7db2e2", "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": "3a42c687-3029-463d-a8ff-63b88b505a6b", "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": "57064434-3f40-4afd-98ea-7d16ea0ab329", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "\n", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Insert correctors\n", "\n", "for name, *_ in ring.layout():\n", " if name.startswith('CH'):\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "fb4ab830-db5d-46e5-bdd8-f7d2fe9d8bd5", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "9cf20331-df31-4d4e-86c2-4528653722bd", "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": "03d177fb-52df-40db-bcdb-d43ee00b2beb", "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": "c876725b-265a-4eb6-9fa5-98d700bc7757", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "fc2a6c98-ac55-4747-9ef2-2d45f662c53c", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "29acfce9-ed34-4621-8afc-0b8c6c973add", "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": "ebfb6356-0cf8-47a3-b7a0-335046907386", "metadata": {}, "outputs": [], "source": [ "# Several local knobs can be used to correct ID effects\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']" ] }, { "cell_type": "code", "execution_count": 13, "id": "13775604-cd21-4199-b30e-b6e53e05b2d2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[1., 0., 0.],\n", " [0., 1., 0.],\n", " [0., 0., 1.],\n", " [0., 0., 1.],\n", " [0., 1., 0.],\n", " [1., 0., 0.]], dtype=torch.float64)\n", "\n", "tensor([[ 1., 0.],\n", " [ 0., 1.],\n", " [ 0., -1.],\n", " [-1., 0.]], dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Define knobs to magnets mixing matrices (symmetric correction)\n", "\n", "Sn = torch.tensor([[1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 1.0, 0.0], [1.0, 0.0, 0.0]], dtype=dtype)\n", "\n", "print(Sn)\n", "print()\n", "\n", "Ss = torch.tensor([[+1.0, 0.0], [0.0, +1.0], [0.0, -1.0], [-1.0, 0.0]], dtype=dtype)\n", "\n", "print(Ss)\n", "print()" ] }, { "cell_type": "code", "execution_count": 14, "id": "552a5eef-40c1-4eec-8039-13c0787901cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[1., 0., 0., 0.],\n", " [0., 1., 0., 0.],\n", " [0., 0., 1., 0.],\n", " [0., 0., 0., 1.]], dtype=torch.float64)\n" ] } ], "source": [ "# Define ID model\n", "# Note, only the flattened triangular part of the A and B matrices will be 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", "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()\n", "\n", "# Empty ID\n", "\n", "X = Matrix('X', length=0.0)\n", "\n", "# If A and/or B matrix elements are not passed, ID acts like an identity element\n", "\n", "state = torch.tensor(4*[0.0], dtype=dtype)\n", "print(torch.func.jacrev(X)(state))" ] }, { "cell_type": "code", "execution_count": 15, "id": "18dc78b5-4b1d-41cb-a3d2-707438fa7cbb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert empty ID into the existing lattice\n", "# This will replace the target marker\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "error.insert(X, 'MLL_S01', position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 16, "id": "78b383d1-d522-4345-9a8e-1c659b889d2b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([16128, 10])\n" ] } ], "source": [ "# Compute ID response matrix\n", "\n", "def observable(knobs):\n", " a11, a12, a13, a14, a22, a23, a24, a33, a34, a44 = knobs.reshape(-1, 1)\n", " groups = (\n", " ('a11', None, ['X'], None),\n", " ('a12', None, ['X'], None),\n", " ('a13', None, ['X'], None),\n", " ('a14', None, ['X'], None),\n", " ('a22', None, ['X'], None),\n", " ('a23', None, ['X'], None),\n", " ('a24', None, ['X'], None),\n", " ('a33', None, ['X'], None),\n", " ('a34', None, ['X'], None),\n", " ('a44', None, ['X'], None)\n", " )\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " return ORM(error, orbit, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, limit=1).flatten()\n", "\n", "knobs = torch.tensor(10*[0.0], dtype=dtype)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 17, "id": "d5e69686-9e93-4d1e-812a-a02cc6239d42", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(10)\n" ] } ], "source": [ "# Compute responce matrix rank\n", "# Note, the responce matrix rank is now a full in contrast to the case without coupling\n", "\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 18, "id": "b67b836e-d19a-4249-a868-5621e7fabeb6", "metadata": {}, "outputs": [], "source": [ "# Activate ID\n", "\n", "X.A = A\n", "X.B = B" ] }, { "cell_type": "code", "execution_count": 19, "id": "b8290761-0779-4243-83ec-2a6b5e2f97e1", "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": "a0b914c6-c5a1-480b-8212-ba78e7caf5fe", "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": "08fe173f-e5fd-4a86-9bff-357c35d33e22", "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": "19e16ca0-4480-4f58-8b11-d44d61b04c15", "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": "8946acc7-e128-471b-8fdd-d61b5b1c1c68", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "02b69519-3f3f-473b-8acf-53945285c3d9", "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": "33c4d4c6-b8c8-48a0-8e18-693da633ae5d", "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": "a7d566fe-5408-42c0-9219-84213144eb61", "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": "cdf41e33-42f5-44dc-9c3d-4140cf170313", "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": "371ea55f-546f-42f7-bcde-dad900919c36", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 29, "id": "8c394cfb-2b81-4cc8-abbe-0801d35b3bf8", "metadata": {}, "outputs": [], "source": [ "# Set observable vector (with ID)\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "target = ORM(error, orbit, [], limit=1).flatten()" ] }, { "cell_type": "code", "execution_count": 30, "id": "7c4b7bac-fcb5-4d8f-83c1-a1305f65793e", "metadata": {}, "outputs": [], "source": [ "# Create a ring with ID to be fitted\n", "\n", "X = Matrix('X')\n", "\n", "model = ring.clone()\n", "model.flatten()\n", "model.insert(X, 'MLL_S01', position=0.0)\n", "model.splice()" ] }, { "cell_type": "code", "execution_count": 31, "id": "cebd9ed2-996d-44c8-81f2-9e1ca28d6115", "metadata": {}, "outputs": [], "source": [ "# Set parametric observalbe\n", "\n", "def observable(knobs):\n", " a11, a12, a13, a14, a22, a23, a24, a33, a34, a44 = knobs.reshape(-1, 1)\n", " groups = (\n", " ('a11', None, ['X'], None),\n", " ('a12', None, ['X'], None),\n", " ('a13', None, ['X'], None),\n", " ('a14', None, ['X'], None),\n", " ('a22', None, ['X'], None),\n", " ('a23', None, ['X'], None),\n", " ('a24', None, ['X'], None),\n", " ('a33', None, ['X'], None),\n", " ('a34', None, ['X'], None),\n", " ('a44', None, ['X'], None)\n", " )\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " return ORM(model, orbit, [a11, a12, a13, a14, a22, a23, a24, a33, a34, a44], *groups, limit=1).flatten()" ] }, { "cell_type": "code", "execution_count": 32, "id": "ed22d042-9820-4e1f-bd93-8c04792308d5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1498.9104, dtype=torch.float64)\n" ] } ], "source": [ "# Error\n", "\n", "knobs = torch.tensor(10*[0.0], dtype=dtype)\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 33, "id": "467c8875-8db9-4871-8897-cba58099aa4b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1498.9104, dtype=torch.float64)\n", "tensor(68.2695, dtype=torch.float64)\n", "tensor(4.6384, dtype=torch.float64)\n", "tensor(0.5523, dtype=torch.float64)\n", "tensor(0.0690, dtype=torch.float64)\n", "tensor(0.0088, dtype=torch.float64)\n", "tensor(0.0011, dtype=torch.float64)\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(1.8684e-05, dtype=torch.float64)\n", "tensor(2.4223e-06, dtype=torch.float64)\n", "tensor(3.1472e-07, dtype=torch.float64)\n", "tensor(4.0955e-08, dtype=torch.float64)\n", "tensor(5.3361e-09, dtype=torch.float64)\n", "tensor(6.9589e-10, dtype=torch.float64)\n", "tensor(9.0818e-11, dtype=torch.float64)\n", "tensor(1.1858e-11, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop\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(10*[0.0], dtype=dtype)\n", "\n", "# Regularizaton\n", "\n", "factor = 0.01\n", "\n", "# Normal matrix\n", "\n", "N = M.T @ M\n", "\n", "# Regularized system\n", "\n", "R = N + factor**2*torch.eye(len(N), dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(16):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(R, M.T @ residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 34, "id": "f57da4e1-ffa8-4143-9598-9542aa8ad1ba", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.1161, dtype=torch.float64)\n", "tensor(3.9159e-09, dtype=torch.float64)\n" ] } ], "source": [ "# Compare fitted knobs\n", "\n", "print((torch.tensor(A, dtype=dtype) - 0.0*knobs).norm())\n", "print((torch.tensor(A, dtype=dtype) - 1.0*knobs).norm())" ] }, { "cell_type": "code", "execution_count": 35, "id": "1dc6014c-b4cb-4866-bdc1-03a090b3dbbe", "metadata": {}, "outputs": [], "source": [ "# Set fitted ID\n", "\n", "X.A = knobs" ] }, { "cell_type": "code", "execution_count": 36, "id": "1108f4cd-6fbd-46ab-a5a8-8852f80466d3", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_model, nuy_model = tune(model, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 37, "id": "ce8084fc-4709-484d-8601-0c902256f114", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_model, etapx_model, etaqy_model, etapy_model = dispersion(model, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 38, "id": "cad78927-9faa-437a-8fa5-11adffe8268d", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_model, bx_model, ay_model, by_model = twiss(model, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 39, "id": "393a21ab-dcb6-48e2-b483-fc641edd4c58", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_model, muy_model = advance(model, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 40, "id": "63a4f730-4137-42ca-a780-9195b92d5c61", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_model = coupling(model, [])" ] }, { "cell_type": "code", "execution_count": 41, "id": "c2e26214-83ad-4fbd-8a2d-78e0c2279307", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(-5.1403e-14, dtype=torch.float64)\n", "tensor(5.2840e-10, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux_id - nux_model))\n", "print((nuy_id - nuy_model))" ] }, { "cell_type": "code", "execution_count": 42, "id": "cd4cbc6a-83e3-4f01-b235-0a52b3130a7f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c_id)\n", "print(c_model)" ] }, { "cell_type": "code", "execution_count": 43, "id": "1f9b9849-30cd-4d2f-b38a-b0a8e9577f5d", "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_id - etaqx_model).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy_id - etaqy_model).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 44, "id": "4a82d59c-a6e7-48b6-a5dd-12c9be82924b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(3.0613e-11, dtype=torch.float64)\n", "tensor(2.4790e-07, dtype=torch.float64)\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx_id - bx_model)/bx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by_id - by_model)/by_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx_id - bx_model)/bx_id)**2).mean().sqrt())\n", "print(100*(((by_id - by_model)/by_id)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 45, "id": "5f2cabb7-fee4-4c89-a275-057abc3e4356", "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": 46, "id": "def27d8d-0d34-4bf3-821c-bb0fd74d218e", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define twiss observable\n", "\n", "def observable_twiss(kn, ks):\n", " return 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=False)" ] }, { "cell_type": "code", "execution_count": 47, "id": "565c2066-764d-4adb-8c38-49239d6543e3", "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": 48, "id": "0112fd25-f852-4e60-baa0-aaed5e95586f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([5712])\n", "torch.Size([5712, 5])\n" ] } ], "source": [ "# Construct full target observable vector and corresponding responce matrix\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks\n", " wolski = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([wolski.flatten(), etas.flatten()])\n", "\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 49, "id": "c408c2f8-89c1-4856-959a-0556d74af29b", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(model, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(model, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(model, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [3, 2])\n", " kn = Sn @ kn\n", " ks = Ss @ ks \n", " wolski = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([wolski.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 50, "id": "5a5a45fb-a585-436e-b1ae-4a8e53b19eb5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(212.9162, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 51, "id": "140d330e-ca55-4b6f-a6bc-44ccdb386d4c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(212.9162, dtype=torch.float64)\n", "tensor(12.4849, dtype=torch.float64)\n", "tensor(1.1068, dtype=torch.float64)\n", "tensor(0.3135, dtype=torch.float64)\n", "tensor(0.2637, dtype=torch.float64)\n", "tensor(0.2607, dtype=torch.float64)\n", "tensor(0.2605, dtype=torch.float64)\n", "tensor(0.2605, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((3 + 2)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 52, "id": "d83fa9c6-b4ff-4dc0-9590-9af52205f487", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [3, 2])\n", "\n", "kn = Sn @ kn\n", "ks = Ss @ ks\n", "\n", "model.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " model[name].kn = (model[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " model[name].ks = (model[name].ks + knob).item()\n", " \n", "model.splice()" ] }, { "cell_type": "code", "execution_count": 53, "id": "9ec3c9d3-93ad-49d2-a78a-77774604ebb3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.0531e-06, dtype=torch.float64)\n", "tensor(7.8178e-07, dtype=torch.float64)\n", "tensor(7.1606e-08, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(4):\n", " value = global_observable(global_knobs)\n", " residual = global_target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 54, "id": "ef8ba94f-037d-44f4-bf28-134e9bb05b05", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "model.flatten()\n", "\n", "for name in QF:\n", " model[name].kn = (model[name].kn + kd).item()\n", "\n", "for name in QD:\n", " model[name].kn = (model[name].kn + kf).item()\n", " \n", "model.splice()" ] }, { "cell_type": "code", "execution_count": 55, "id": "a42e44c6-25d9-4002-b03f-40cddd7d5f99", "metadata": {}, "outputs": [], "source": [ "# Correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']\n", "\n", "model.flatten()\n", "\n", "knf = {name: model[name].kn.item() for name in nkn}\n", "ksf = {name: model[name].ks.item() for name in nks}\n", "kff = {name: model[name].kn.item() for name in QF}\n", "kdf = {name: model[name].kn.item() for name in QD}\n", "\n", "model.splice()\n", "\n", "error.flatten()\n", "\n", "for name, knob in knf.items():\n", " error[name].kn = knob\n", " \n", "for name, knob in ksf.items():\n", " error[name].ks = knob\n", "\n", "for name, knob in kff.items():\n", " error[name].kn = knob\n", " \n", "for name, knob in kdf.items():\n", " error[name].kn = knob\n", "\n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 56, "id": "2aa51902-ad39-4189-8947-6d23f969dd10", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 57, "id": "29fb95b2-9c22-4464-a49e-7b67532600b7", "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": 58, "id": "2a37f28f-7ccd-4bee-81f0-04422dc428ec", "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": 59, "id": "d6f27539-e766-4724-a6e7-295ee8fdf979", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 60, "id": "3aa84cd1-ec2b-412c-8763-93e13e3ab8ad", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 61, "id": "3f93a967-4cb1-4680-a176-052146ba5e81", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(4.7074e-05, dtype=torch.float64)\n", "tensor(6.7220e-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": 62, "id": "0b2a0511-718c-4a1b-9a33-f1df922d1cf5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(6.6094e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)\n", "print(c_result)" ] }, { "cell_type": "code", "execution_count": 63, "id": "86e24751-9d55-4910-be05-d89a0923861d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 64, "id": "76c84fb2-6bea-4521-a142-c1b545f2d569", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.2066, dtype=torch.float64)\n", "tensor(0.3851, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_result)/bx).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_result)/by).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((bx - bx_result)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_result)/by)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 65, "id": "2bda56ee-4d7f-4328-af38-1265927f97d9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(0.3163, dtype=torch.float64)\n", "tensor(0.3459, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 66, "id": "0f9cf175-9ff7-46b5-a0b5-bb1878e8446f", "metadata": {}, "outputs": [ { "data": { "image/png": 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PbinId3yWzzGy2VMxx5nFoNxsKxgMGrY/glLallPzICfaXCcQUUTF9sgt9j0sxL527qFT91vMIdzSrzGMU3COzSLh9/uTSev1OcjMWLFiBbq7u9Hf3494PJ6x4rRAn4tP/x5gzctLpaOjI6cVv9WrV5csx2ZjYyO6u7vTrofI/6NWqhPXWb+v+M4rV67M+FltbW0peSvFytm8efOS2wKBgGtyKOmZ7LaZ7/3PFXH8hoaGrPv6/f4U7yWRWyfbvfK6bXoRJ2wyGo0aPgviPhl5CTU0NCAQCOTk9WynvbSzrxFsk8WlmG1ka2trSq5BQUtLC3p7e6FpWtbPzeb5a2Zjudq/l+yxu7vbUl8bCATQ2tqK7u5udHd3p92TaDSa4pkXjUYRDodte3kDhR8fOtE/53IMK/ZUzHFmoSlH2xoYGMi4X6lsy0mcaHOdIBKJoKGhAR0dHZbvtVvG73aOUYh97dxDu/fbbN4lvGutzD8YxlOUVlctP5DBm0bTaAXHaKXTyNNFn+fJ6LP0q1GBQMA0z0ljY6PhilpXV5fW1dWltbe3awMDA1okEino6nExPDbF/+mvRXt7e9o1MNtXXK9M+c36+vrSrpVY0VbPORAIlNxT1mu2GYlEtHA4nOKV2NfXl9VL0S653v98PTaFLdr9PiI3TldXV8b9vGabXvGOK0Z76T+WZ1GP+H56mwkGg3mdgxPtpdG+etgmnf/MYrST+fSRmpaelzkb4prpbUnk2HTK/r1kj5pmzaNOIL6Hvs8XnjrinkUiEa2xsdH0HhZ7fKgnX9vL5RhW7alY48xiUGzbKtb4LhOlsC39/xVqHmS3zXUC0W6b2dLg4KBrxu+5HqNQ+xph5x6a7Ws2lhTzvVK3OwzjNOyxWWTC4TDa2toyVhUUBINBBAIBRKNRy1U5/X4/Ojs70d3djaVLlyIYDCIej6dUX9ZXAhXHrq+vR319PRobGzPmsMqVaDSK4eHh5ErR4OBgcuVKn0vLzr5NTU3w+/0pK+vBYDBZwTEWi6GpqQl9fX3o7e1NuwbqvgCwbNmyZMVukT/SDFHNW8Uod0ksFiuZ96pV3GSbqsdaV1dXSjV2p1fA7d7/fG1TILxUzfJrAmQ3DQ0NWL16dbIqsqgUbLRqq1JOtukWitVerl27Fk1NTWhsbERLSwtqa2uxYcOGpEe1er+ampoQi8WwcuXKpA2rBAKBtP2dai+z7auHbdJZitVO5tNHZsPIHru6utDf34+Ghga0t7dj2bJlybYvX/tX8ZI9Cs8fO22N8HxVIzH6+vqS37GjowPz5s0z9bAq5vjQDLu2l619y3YMO/ZUrHFmoSm2bRVzfJeJYtsWULh5kBvo6upCfX09Ojo6UF9fj7a2tuT3F8+Fvv3Ol2Lfw0LtWyhEBfTm5masXLkSw8PDCIfDiMfj6OvrK2m7wzAFodTKarmBLF5xmkar//qVEiOvOE2jFcz29nbDfBkwWRkTXggi54n/WFVPI08adRsKvGrs9/st5wOxu6/ZNY9EIsnrEAwGM64WhsNhy/uK/c1WUMWK/eDgYNLLpNA5brLhJdsUx2xubk7xTCzkCqPV+++UbYoV1mx20d7enjyvQCCQ1VNTfBev2aYXvOOK2V4ODg5qzc3NSXsLBoOG9z6TPQLpeWudai/t7KtpbJOFsMlit5N2+0hBJs+TTPaotn1O2b/6Xbxkj+I65PKjr74bDAa1cDic1UaK2d5lw07/bGZPVo6Riz0VcpxZDIptW6UY32WiWLYljlGIeZCeUnhsCgYGBlLGLuKaFLICdzHvYSH3VXHCY1PTaN4l8s36j9VHKHV/xjCFwqdpRUrAwbiaaDSKlpYWrpBmg/r6etPrFY/HsXz58uRKazgctuzZyEhqamqwZcuWpHdAU1MT26gF2DYLC7eX9mGbLBzcTtqH7dE63N4xhYDbLYZhGMZJOBSdAUDJjNXQBrPiFYwkU2Jyv9+PgYEBRKNR+P3+jOHGjDHRaBSBQCAZKqG3UcYcts3Cwu2lfdgmCwO3k7nB9mgdbu8Yp+F2i2EYhnGailKfAFM6ent70dTUBADYsGFDsjpaLBbD8PBwKU/NE1jJTSJyUTL2GR4eRm1tbfLvrq6upL0ymWHbdB5uL/ODbbIwcDuZG2yPmeH2jikk3G4xDMMwTsOh6JOYaDSKDRs2YN68eWhubkZXVxeWLVsGv9/PK6eMK2hra0tOqNra2jAyMsLJrpmSwO0l41a4nWSchts7ptBwu8UwDMM4CQubDMO4EjU0qb+/Hx0dHRnDBxmGYSYb3E4yDOM1uN1iGIZhnIaFTYZhXEc8HseSJUuSieWbmpoQDoc5rxfDMMwxuJ1kGMZrcLvFMAzDFAIWNhmGcSXd3d2ora1FLBZDY2MjD3oZhmF0cDvJMIzX4HaLYRiGcRoWNhmGYRiGYRiGYRiGYRiG8RxcFZ1hciAejyMajWbdLxaLFeFsGEbCtsm4DbZJxk2wPTIMwzAMw5QXLGw6jM/nM/xpaGhAW1sb4vG44f/V1NQk98tGPB5PHrelpcVwn/7+fjQ1NSWPW19fj7a2Nh6oO0BnZydqamrQ0NCQ9X41NTWZ3vNiw7ZZ/pSjbXZ0dKSdZzQaRX19ve2ffD6TyQ22SbZJN+FVe8xER0cHOjo6Sn0aTBnCtsXYJRqNoqWlJTnGF+1tR0cHj/MZhikoLGwWAL/fj4GBAQwMDKCvrw+RSAQrV67EXXfdhZqaGvT29pr+bzQazdrw33XXXRnf7+joQFNTE4aHh9Ha2ppMyt3d3Z02kSo2nZ2dqK+vT07WMl0LO/saEY/Hk51rTU0Nmpqa0N/fb+kcOzs7Dd+LxWLo6OhAOBzG4OBg8m+z4zQ3N8Pv99s670LCtmlOsW2zra0tRTTu7u423b+7uxsNDQ3JfY3suBxts7GxEZ2dnViyZEmK7QUCATQ3Nyd/2tra0NbWBr/fj1gshmAwmNym7pPPZ5aCYtqkoLe3N2lrNTU1pgsUVvZlmywvm7RqY3bbt2xEo9GkyJvP53ndHo2Ix+PJMYsXRNhccaJ9K1R7Wop2uhiwbRXmGIW2l0xzmELT2dmJhoYGRKNRtLa2oqurC62trcn3rHjK5/q55XAPndxXdTQx+6mpqclwRRjGg2iMowDQAoGA6fuNjY0aAG1wcDBlu9/v1wKBgAZAC4fDGT8jGAxqwWBQA6A1NzenvNfX16cB0FpbW9P+b2RkJOuxC0lra6sGQGtvb9e6urq05uZmDYDW1dWV175GjIyMaH6/XwsGg1o4HNba29s1v99ven0jkYgWDoez3gNxXgJxXkafn8kOSgHbpjnFts1AIKAFg0Gtq6tLi0QiyWMYXRvxXnt7e8q+kUjE8Lz0/2f2+W4ik20ODg4mbTAb4hr09fUV7TMLRTFtUtDe3p60w0gkokUiEUObtLov22T52KRVG7PbvlkhGAwm+289dj7Py/ZoRnt7e8q9KUecaN8K1Z6Wop0uFmxbzh+jUPtancMUEnG+jY2Nhu/39fVpIyMjBftcr9/DQuzb3t6e8hMOh5M/Yo7MMOUEC5sOk008GhgYMBwkiAamubk54/+PjIwkOy0j8chsoF5qxPfWN7qNjY2a3+9P6ezs7GtGc3OzYecqOn29eCfumxD3zAYF4hwE4j7oz0lM9t0E26YxxbbN1tbWjAKmeoyuri5DEVNvh0bbysk2xXfJJg45JSLZ+cxCUGyb1DR739fqvmyT5WGTdmzMTvtmhUgkovn9/jRRMpfP87I9GjEyMpL87kL4LYRwUEqcaN8K1Z6Wop0uFmxb3rEtTbM+hykU4nzNRM1Cf67X72Gx25JIJGI4F2YYr+M+lcHjZJuYDA4OGnoSCPFINDYDAwOG/y8G4uI4evFIdGpuQ3j36BENtDqJsLOvGWbXUFxfs05ffEY+wubAwIArV8HYNo0ptm2aDTrEsdXrGwgE0gRMTZPer+rnlbNtiu+bbbDupIhk9TMLQSls0ujZz3dftsnysEk7NmanfbOC3+9P8RzTY+fzvGyPRrS3tycnpuL7lptnnRPtW6Ha02K308WEbcs7tmX0frH7CBGpZbd9z5dyuYfFbEvEHM2tnuIMkw+cY7PIdHV1AaCk9EY0Nzen7Gf0/42NjQgEAobvi+OWKr+KGb29vQgGg2nbxba+vr6c9jUjEokYHqOxsREAsHHjRmsnriMQCKTkGhLHUfNwdXR0YO3atTkdv5SwbaZSKNs0y9nW29sLv9+fcvxYLIalS5em7Su2qZ9XzrYp8gqa2Va5fKag2DYp8hFaKRJhZ1+2Se9/JmDPxuy0b9kQuf1Wr15tuo+dzysne4zH44jH40lbENcon1ymbsSJ9q1Q7Wmx2+liwbblLdsqNbFYDNFoFMFg0Fb77gTlcg+LaRttbW0IBALJ3KcMU06wsFkE4vF4skqcSEgvRCIjmpubDYuwxGIxxGIxw4ID6v8CskhLd3d3yQtgAOYCDUCTjU2bNuW0rxlm11dci9ra2qzHMEJc+87OTsRiMfT396d0DrlM3koJ22bxbVNFXP+mpibEYjHDCbXRxF1sU69fudmmSjgcBiAXJsr1MwXFtsm+vj74/X4EAoFkERZRDEhfNMLOvmyT3v9MIHcbs9K+mRGPx9HR0YHW1lbLBXyyfV452WN3d3fK4oLf70d7e3uy4IsZsVgMTU1NyYKKRtTX1xesyIddnGjfCtWelnLsUEjYtrxlW6VGFLN0+1jJiWN4bV89vb296O/vT44lGKbcYGGzAMRisbSqY6KScTgcRiQSyfj/K1euRDweT6t8LDzlMglPgUAAAwMDCAQC6O/vR1tbG+rr6/OuSlpo7FRczKc6o7immSr9ZiIYDCIcDqOjowP19fUIBAIpHYTbvT3YNu1TKNvs7u5Ouf6RSCTt+omKymafMzw8nNzmddvUI+ysoaEBsVgMkUik4BWKS/GZueC0TcZiMdTW1qK+vh4ACWgrVqxAb28vli9fnvO+bJPe/Ey7GNmYlfYtE0JYsToBs/J55WSPg4ODaZ67wrNuzZo1pv8XCASSHj1GAm5vby9isVhJPNVzwYlq3YXq44s1rnUati2iXGyr0AwODgJAckzgJsrlHjq1b0dHBwKBgK2+mGG8RFWpT6Ac8fv9KYPjDRs2oLe3F/fff78lTwA15FddAevu7rbUGAWDQQwODiIajWLDhg3o7+9HNBpFW1sbBgYGTEOJzejo6EBvb6+t/wFoQtLc3Jy1QVbFGzv72iUej2PNmjVobm7Oa2Wxvb09+b3U+yk8HlVvunA4jPr6erS3t+f8eU7Ctkm4wTYbGxsRiUQwPDyMSCSClpaWtMl4Y2Mjent7EY/HU8QMIQTrz8nLtilEdz1islQIb4BCfKYXbVLs09XVleLBVl9fn/w+wi7t7AuwTZb6M4tpjypW2jczYrEYuru7EQ6HLYu4Vj/Py/Yo6OzsNIyOEJ51nZ2d6OzsND1vEWps5FW3Zs0aNDY2Wr7u+dpXJpxo3wrVnrplXOs0bFuEV2zLy5Sqb1Jxwz0slm309/cn+zWGKVtKneSz3IBB8n9RbCFTtThRoEWgryBtlBQYBgVazBgYGEhWBC92RdVsxSYCgUDymtnZ1y7BYDBrxb5cE2+PjIyknJc4TjAY1Px+f9ErBRrBtpmOW2xT0+R1VZOvq3Y0ODiojYyMaF1dXcnrZcWuvGKbfr9f6+vrS/4MDAzYrsJqt1CLE5/pNKWwSXEtzM5FfZbt7GsG22RhP9NJnLIxo/bNDH2RH03TTIsHOfF5XrBHlUzPmLhfRs+oQBQC1NuVKCpR7AIgZjhhe4VqT900dnASti3CK7alpxTFg7q6ukpSXKpc7mGxbEP0oVwJnSlnOBS9CIiVzv7+/rQQXjPEiqlYzerq6oLf78/ZfTwYDCbDjLOFGzuNWJ1Vw2ZVhoeHk/vY2dcODQ0NqK2tLVjC7Y6OjrSQNhF6HYlEbN37YsK26QdQWtsUCPtRc1sFg0F0dXUhGo2ivr4eNTU16OrqSl4nK162XrLNxsbG5E8wGCxKyG0pPjMTpbJJo/BAv99v6AFgZ18j2Cbd95lmOGVjRu2bEeLeNzY2Jl8LTxNA5ghz6vPEPl6xx87OzqzFlFpbWxGPx01TvGzcuBGBQCDtvrW1taG1tbWoOUaj0WjKfVavtRO2V6j21E1jB6dg25J4xbbcgIgiKHbu1HK5h8Wyjbvuugv+Y/nRGaZsKbWyWm7AwCtO0+Qqi+r5puLXecWJbWL11O/3p63QwIZXnPo/pfA+8Pv9pqtI+u9hZ18rWPHUFOSy2jk4OJh276BbvUSGFbZiwbZpTClt0+gYZveor68vudLa19eX5iVrhJds05/BC8QquXjHuZFi22QgELD8/NvZ1wi2ycJ/ptM41e6ZtW8qwvsn248VrxMrn+cVexRYudbCO87MloLBYNr36erqyvrsFoJgMGh4fwVO2F6h2lM3jR2cgG1L4iXbUimFx6amackoomJ75JbLPSy0bYjn1i39GMMUCs6xWST8fn8yab0+B5kZK1asQHd3N/r7+xGPxzNWnBboc/Hp3wOseXmpdHR05OStsHr16uT3FN9Ff37iuCtXrkxus7NvNhoaGhAIBArqCdjW1paSt1J4lsybNy+5LRAIuDYnDttmcW0zGo0afk9hH2becGpuPZF7Ltu98rptehEv2mRjY6PhMUS+NLUCp519jWCbLC7Ftsdc2jeV1tbWlNytgpaWFvT29kLTtJTt+X6el+yxu7vbUl8bCATQ2tqK7u5udHd3p13PaDSa4pkXjUYRDodzimjJ174GBgYy7udE+1ao9rRU49pCwLblT273mm25gUgkgoaGBnR0dFi+18Xum8xwwz0stG2I9xoaGjJeC4bxPKVWVssNZPEQ8Pv9hiudRp4u+jxPRp+lX5kJBAKmeU4aGxsNV9S6urq0rq4urb29XRsYGNAikYjjq8fiu+jPTZyTmo/Hzr6ZCAaDtr+H3dXOvr6+tM8QK2PqMQKBQMnzdHnNNiORiBYOh1O8Evv6+rJ6Kdql2LbpP5ZDT4/w7Mr2/UQOq66uroz7ec02veIdV47tpdkx2tvb055LO/vqYZt0/jOL0U7asbF82zcz9Lmdnfg8L9mjplnzqBOI76Hv84W3v7hnkUhEa2xsNG0nitHeZaKQ7Vu+7WkpxrWFoti2VazxXSbKxbaMzqfYHpuaJttcM1saHBws6fjdiWN4bV+BGJ8V8/limFLAHptFJhwOo62tLWNVQUEwGEQgEEA0GrVcldPv96OzsxPd3d1YunQpgsEg4vF4SjU0fSVQcez6+nrU19ejsbHRUl4qOwSDwWRFRQBYtmxZsiq2yNGYy74A0NTUBL/fn+KV2dTUhFgshpUrVyaPoxIIBFK83aLRKIaHh5M5YgYHB5MrXJmq0Ipq3vpji2MIYrFYzjkoi4WbbFP1wunq6kqpxu70SnWxbXPt2rVoampCY2MjWlpaUFtbm6xO39zcnGInsVgMDQ0NWL16dbIqcnd3N9rb2w29mlTKyTbdQrm2l+oxYrEYmpqa0NfXh97e3rQ+w86+etgmnaVY7aQdG7PTvgHG9mgHu5+n4iV7FB46dtoa/7Gct2okRl9fX/I7dnR0YN68eaYeVsVq7zLhdPuW7Rhu2LfYFNu2ijm+y0S52BaQ+xzGSbq6ulBfX4+Ojg7U19ejra0teZ5ijJCtTbZLudzDQrclIiqO82syZU+pldVyAxZyOgUCAc3v96d5ORjloOnr69Pa29sN80nBZGVMeCGInCf+Y1U9jTxp1G0owqpxOBxOnlcwGMy4emR1X79BvhG/358xP5fe+yLT/ma5vMLhsOmqqFgdGxwc1MLhcMbjFAsv2aY4ZnNzc4pnov7cnKRYtqlp9P2am5uTdhcMBk09MNvb25OfFQgEsnpqivPzmm16wTuuXNtLQSQSsfx5dvYV58c26exnFrudtGpjdtq3TPaoYuaxaffz1O/iJXsU1z2XH/X6NjY2asFgUAuHw1ltpNjtXSacaN8K0Z4Wct9iUWzbKsX4LhPlYFu5zGEKxcDAQEp7LM69kF6k5XAPC7mv6D9L3Y8xTKHxaZouYREzKYlGo2hpaUnxUmAyU19fb3q94vE4li9fnlw9DYfDlj0bGUlNTQ22bNmS9A5oampiG7UA22Zh4fbSPmyThYPbSfuwPVqH2zumEHC7xTAMwzgJh6IzACixsBquYJaQn5FkSkzu9/sxMDCAaDQKv9/P7v85EI1GEQgEkmEVehtlzGHbLCzcXtqHbbIwcDuZG2yP1uH2jnEabrcYhmEYp6ko9QkwpaO3txdNTU0AgA0bNiSrpcViMQwPD5fy1DyBlZxIIhclY5/h4WHU1tYm/+7q6kraK5MZtk3n4fYyP9gmCwO3k7nB9pgZbu+YQsLtFsMwDOM0HIo+iYlGo9iwYQPmzZuH5uZmdHV1YdmyZfD7/bxyyriCtra25ISqra0NIyMjJU2yz0xeuL1k3Aq3k4zTcHvHFBputxiGYRgnYWGTYRhXooYm9ff3o6OjI2P4IMMwzGSD20mGYbwGt1sMwzCM07CwyTCM64jH41iyZEkysXxTUxPC4TDn9WIYhjkGt5MMw3gNbrcYhmGYQsDCJsMwrqS7uxu1tbWIxWJobGzkQS/DMIwObicZhvEa3G4xDMMwTsPCJsMwDMMwDMMwDMMwDMMwnqOq1CdQTOLxONasWYN4PJ6s7Lh69Wo0Nzcb7t/Z2Yk9e/Zg3rx5GBwcRFNTk+m+DMMwDMMwDMMwDMMwDMMUj0kjbMbjcXR0dCAcDier7kWjUTQ0NKC5uRmRSCRl/7a2NtTX1yMcDie3NTU1YXh4GK2trcU8dYZhGIZhGIZhGIZhGIZhdEyaUPSOjg6sXr06KWoKOjs70dHRgb6+vmSFPiF46i+N2XaGYRiGYRiGYRiGYRiGYYpLRalPoFj09vaioaEhbbsQM1WPza6uLsNE1mJbb29vgc6SYRiGYRiGYRiGYRiGYRgrTBphMxAIYHh4OG278OBU3+vv70cgEDA8jt/vR19fX0HOkWEYhmEYhmEYhmEYhmEYa0waYbOvrw8jIyNp26PRKABg2bJlyW2xWAy1tbWGx6mtrcWmTZsKc5IMwzAMwzAMwzAMwzAMw1hi0hQPMqOrqwt+vz9ZECgej2fc3+/3m+4zc+ZMHD58GJqmoaIiu2Y8e/ZszJo1y+4pMwzDMAzDMAzDMAzDMExZsmvXLkxMTGDatGk4ePBgxn0ntbDZ39+P/v5+RCKRtKJCuXDkyJFkYaFEIpF1/71792Lv3r15fy7DMAzDMAzDMAzDMAzDlBNHjhzJus+kFjZbWlrQ1dWF5ubm5LZsAmcmj87KysqkoMkemwzDMAzDMAzDMAzDMAxjjx07diCRSKCysjLrvpNW2GxpacHq1auTIehWGR4eNi0sNH/+fGzbtg2LFi3C1q1bnThNhmEYhmEYhmEYhmEYhpk0nHjiidi2bRvmz5+fdd9JUzxIpaOjA8uWLUN7e7vh+36/37CCOkAem0uXLi3k6TEMwzAMwzAMwzAMwzAMk4VJJ2x2d3dj3rx5aaJmd3d38vWKFSsQi8VMj9HU1FSw82MYhmEYhmEYhmEYhmEYJjuTStjs7+9HPB439NRUc2e2tLQgGo2m5dPs7+8HADQ2NhbyNBmGYRiGYRiGYRiGYRiGycKkybEZi8XQ1taGxsZGdHR0AJBipnhP0NjYiObmZqxZswbhcDi5PRwOO1ZBnWEYhmEYhmEYhmEYhmGY3PFpmqaV+iSKQX19fcbw8oGBAQSDwZRtnZ2d2LNnD+bNm4fBwUE0NTWlVFDXI5KbcvEghmEYhmEYhmEYhmEYhrGPHX1t0nhsDg4O2v4fs+JCDMMwDMMwDMMwDMMwDMOUlkmVY5NhGIZhGIZhGIZhGIZhmPKAhU2GYRiGYRiGYRiGYRiGYTwHC5sMwzAMwzAMwzAMwzAMw3gOFjYZhmEYhmEYhmEYhmEYhvEcLGwyDMMwDMMwDMMwDMMwDOM5WNhkGIZhGIZhGIZhGIZhGMZzsLDJMAzDMAzDMAzDMAzDMIznYGGTYRiGYRiGYRiGYZhJRSwWK/UpMJMMtrnCwMImwzAMwzAMw3iQ7u5utLS0FPT/cvmMzs5O1NTU2D4vpnxg22TcTCwWQ01NDerr69HR0QEA8Pl8aGtrK8jnsd0xbHOFparUJ8AwDMMwDMMwjH0GBgbQ29tb0P/L9TMKQW9vL/x+PwCgr68PbW1tCAQCpT0pxhC2TbZNN9PW1oYVK1YgHA5jeHgYANDe3o5ly5aV+MyswzbnLdjmCotP0zSt1CdRLpx44onYtm0bFi1ahK1bt5b6dBiGYRiGYRjGEr29vWhsbExOWvKhs7MTa9aswcjISP4nBiAej+Ouu+5Ca2trcls0GsX111+PgYEBRz6DcS9sm94kkQCeegrYsweYNw84/3ygwiXxoj6fD319fWhsbCzK5zlpd2xzGXCx0bHN2ceOvuaOu8wwDMMwDMMwLmT9eqCnx/i9nh56vxxoaWnBpk2bSn0ahnR3d6dMqAAK66utrS3RGbmESWKcbJve4+GHgauvBj74QeATn6DfV19N20tNPB4v9SnkBducCS42Ora5wsPCJsMwDMMwDMOYUFEBrFuXrh/19NB2lziDlC39/f1pHi7xeBxr1qxBOBwu0Vm5BDbOksK2aczDDwOf+Qzwj38Ac+YAJ51Ev598kra7QGfyLGxzJrDRFQyv2Bz3dgzDMAzDMAxjQigEXHttqn4kdKNrr6X3S4W+OEBnZycaGhoQjUbR1NQEn8+X/Nvs/1paWuDz+QAg+T/ib6PPiMViaGlpQU1NjenxnSQWiyEYDKKzsxMtLS1oamrC8uXLEYlEEAwGC/a5nsDFxsm2OTltM5EAvvc9IB4HTjkFmDkTqKyk34sXA3v3Av/937RfKVBtRtiUKOSiFnUR+1qx2WLaHducAS43Ora54sDFgxiGYRiGYZiypa0NOJanPy8OHgS++EXgxhsBTaP50+9+Rz/5UlsLdHXlf5w9e/Yk816Fw2F0dHSgra0Ny5cvN82ztXbtWqxevRoNDQ2IRCJZ83/19vaitrYWkUgEgUAAHR0dWL58ObZs2eJIDkQ9IoRP5FhcunQp1qxZg1gs5pqiBTkziYyTbdM75GOW8Tjw178C1dXAc8+lvz8+DvT3A5dfDuRzS3I1y/b2djQ2NqKhoQFdXV1YsWKF6b5WbbaYdleuNlfORsc2VxxY2GQYhmEYhmHKluFh4I038j/OzJk0P9I0wOejv504biEIh8NJEUhMjOLxuOGEx+/3Jycnfr8/66Sovb095e+1a9eipqYmrbCAU4jzCQaDSe+QcDiMlpYW7xfKmITGybbpfvIxy5ERMsXKSuDo0fT3NY3e372bfpcCYVO1tbWWRKBsNltMuytXmyt3o2ObKzwsbDIMwzAMwzBli1O57V99FaiqIt1I08hJbvFiZ47tdP591bNNTKiGh4cL4rUmjjk4OOj4sY1yewE0OSxkiHHRmITGybbpfvK55VVVwOAgpXetMlAaxsdp+/HH5+88Vyzs2myh7K6cbY6NLhW2OfuwsMkwDMMwDMOULU6EeIu0hd/9LqUtFH+/732lzbFZKvr7+9HV1YVoNIphJ0KpTYhGo4aTqlgsVhAhrOiwcToO22b+5GOWiQQVon7ySdLWlZSo0DTS4C+8EPjVr8qrtlUx7K6cbY6Nzj5sc6mUz51lGIZhGIZhGIcxqsViVLPFLRR6stHS0pIsINDX12eaH7GQ9Pf3Y+nSpUX/XNfhMeNk2yx/KiqAG24A5s4lPengQWBign6/+ipt/8IXvKMvWbHZUtvdZLe5cjM6trncYI9NhmEYhmEYhjEhkTAuMC3+LlV1XycREylRJMCMeDyO3t5eRCIRNDc3F/y8Nm7caLi9q6sLkUgk+Xc0GsWmTZswMDCAjo4O9Pf3Y3BwEOFwuODnWFImgXF63Ta7u7uTdhkIBBCPx7FmzZqyts1LLgF++EMqVP3CC5Q6ccoUcpr7whfo/XKhmHbH7WEGJpHRudHm3NDOeUO2ZhiGYRiGYZgSsGqVeURvKETvlwN+vx8bNmxANBpNFiow2sfv92PNmjXo7+9HNBpFS0tL1mPH43F0dHTYyskl9tWfR0tLCzo6OpJFDABgw4YNaG1tRVNTE1paWtDa2ore3l7EYjHLn+dJJolxetU2e3t7sWLFCgwPDydtsb+/P6tIWw5ccgnw618Dv/wlsHYt/f7Vr8pKXwJQPLvj9tACk8To3GZzbmnn2GOTYRiGYRiGYSY5q1evTk56jHJqCdauXYvrr78eLS0tCAQCSaGpvr7e9H+Gh4fR2dmJ+vr6lAl4JjZt2oRIJILOzk74/X7U1tZi48aNCIfDyWIKAE26Vq9eDYDyfq1cuRJAYQrGMKXBq7YpvKn6+/uT3k19fX1oamqy9Dlep6KCHObKnWLYHbeHFpkkRucmm3NLO+fTNE0r6ieWMSeeeCK2bduGRYsWYevWraU+HYZhGIZhGIZxBQ0NDVi7dq1l8ai7uxutra22PyMSiSRD4dxW3IBxJ4W0zd7eXmzYsCE54a+vr8fAwADbJmPL7rg9ZJygUDZXqHbOjr7GoegMwzAMwzAMwxSUeDxuWTiyQ3d3Nzo6OhCLxRCNRpOeJN3d3Y5/FlOeFMo2AfKSWrZsGQAkwzRZYGKAwtgdt4dMJgrV1rmhneNQdIZhGIZhGIZhCkpXV5flfWOxWEqoWyaEN1IsFkNXV1cybK69vT3XU2UmGYWyTQBYsWIFOjo6kh5NmULpmcmFVbvj9pBxikLYHOCOdo5D0R2EQ9EZhmEYhmEYJj96e3vR2NjInm2M67Brm2oIcFNTE8LhcMG8Q5nyhNtDpti4pZ3jUHSGYRiGYRiGYTxJc3MzT+IZV2LHNmOxGBoaGgDICsMsajJ24faQKTZebOc4FJ1hGIZhGIZhGIZhHCQQCCTDMzdu3Ii+vr5SnxLDMIyjuKWd41B0B+FQdIZhGIZhGIZhGIZhGIbJHQ5FZ0rG+vVAT4/xez099H654/Q14GvKMAzDOEG59Sfl9n0YvqcMwzAMw9iHhU3GUSoqgHXr0gelPT20vWISWJzT14CvKcMwTsCCAVNu/Um5fR+mPO8pt72TG77/DMMwhYdzbDKOEgrR71tvBTZtAv71X4G//50Go9deK98vZ9RrEI0CbW3Axo25XwOx/7p19PsjHwF+9rPJdU2Z0rF+PU0kQ6HU1wANyBMJYNWq1NeMOxGCAZDabgjB4NprS3NeTPFQ+5PnnwcuvhjYuRO44w5v9ifq9xkdBZqbgd/9jvtHL6Pe0wMHqE/p7fX2PeW2d3LD97980I+DVXgczDClhYVNxnFCIaCvjyZKv/gFcPbZwHXXeXMwmiuhEPDQQ8Dtt5MIedZZwPXX534NQiFgYgK4+WbgC18AFi8GPve5yXVNvYyXB0LqgFx9DcgBOQ/OvYEqGKiCtJcFA8Y+oRDw+uvAd78LdHUBU6cCN9zg3fsfCgH79gE33UQ/p51Gi6pe/T4M3bvt22nM85//CZxxBtDa6v57atbXh0LAI48Aa9YAhw4B11wD3H03t72TBb2DwjXXAD//Od9/L+JlkdrLcxGGsQILm4zjaBowNgb4fMD4OAlyk7HTXrSIrsHEBHD4cP7XYNYs8l7QNGDPnsl5Tb2KlwdC6oD8Yx8DPvQh4JvfJDu84Qb5Hg/OvUEoBDz+OC2QfPe7wPHH872bjJxwAvVPmkai4Lp1wMKFwAc/mBrq65XJzsKF9F00DTh4kO25HFi0iH6Pj9PYxwv31Kyv/+lPqd2tqABWrybB9vTTgU9+0hvfi8kfcZ+/9S3g3/8dqKsDOjr4/nsNdUysafT3HXd4Yxzs5bkIw1iBhU3GcXbsAJ56ihp8nw84coQaTTc39oVgYEBeg3jc/jVQV9YmJqSY5PORsHn99cDatYU6e8ZJ1IHQoUN077y0Wh8KAUNDwI03ki2OjtL21auBBQt4cO419uyh39u30+SK793kIxKR/QkAvPIK8I1vAI89Rs/1okXemuz84hfy+4yNTc4xR7nx4IPynu7f7417qk+NsHgx8IMf0HNVV0c/O3ZQP7p/v/u/D+MsK1eSqJlIAG+8wfffq4RCtOCyejWNiwMBb0QJqO3TxATwgQ8A99zjnbkII2HvW2NY2GQc57vfJRFEDOLe9CbjFaJypqcHePJJeQ3GxuxfA3Vl7dlngVdfpWMBwK5dFNbkhYE+Q4RCwEsv0UDo618nb42Pf7y49y+fjlDTaCCkaRS6KraNjLANeo3nn5eCwd693I5MNtato7zPdXXA+ecDM2cCGzYAr70G3H8/sHkz8Na3An/+szcmOz09wMMPy/524cLJN+YoN3p6aIwj7un4uHfuqejrOzrob02T32NoSLa9Bw5w2zvZCIdpnCUWYNaupYVuxntccAE57mgaLVZkeo7dJEIJZ5nVqynqaskSTm3mRdj71hgWNhlH6emh1R8xiAOAhgbgnHO8MyjNF9GonH46dVYAMGUKrYzZuQZinzVryLNq4UL6e2gIWLaMighNlmtaLlRX04D28GHy5ij2fcunI7znHhrAiTDV0VGy6/Fxnpx5idtuA7ZulW30qadyOzKZ6OmhsNgTTqD7f955FBZ76qnAt79N4ubOnbQwFw673yZ6eoBbbgFqauSY49xzgcsvZ7v2KqI/WrYM2LaNtlVXUxoUr9xT4RUvRMzzzwdmzKC+v6oKOO44EkW88n2Y/OnpAe68M1XkvvVWWijm++897rpLPt/79gGdnUB7u/G+bhOh3vQmEtY1jSIK2f68h7hn3/seRawsXQrMng3ce683FqQLBQubjKNMTAC1tfRwCYaHKY8QIIW+ciaRoEblL38BYjG5/fTTabudaxAKAb/9rZxsipX/+nrZaE2Ga1ou/PnPciB06FDxBUE1DOXZZ4ErryTvrGxhKD/6EfDCC2R7J51EhUe2bydxZOpUnpx5hZ4eEjbVhacZM+je8z2cHCQSwJvfDDz9NP19zjn0+0tfAubPB774RWqjRkeBq64q2WlaJpEAli+nsGWBmmOT+0fvIcZQu3dLYVPTSOicOtX99/TQIRr/ieiGk08G5s4FXn6ZwlU3baLnb9o0ymmrtr1u8uxinEMIWCeeSPMkgPrgt7yF+14v0tMD/OEPqSL1T35intpHHXtv2kRFdSsrSeguhQh1552lnYswzhAK0bzynnuAv/2NtIHPfGZy30sWNhlHede7qIFUGR6m35PlQRODzvvuS93+xBMyNMkObW3AAw/ITkiEtgOT55qWA7ffTpMZMRAKBEozoA2FyJ66uykMKltHKDyihBD2+usUwnLbbeTVtXAh2TwPzt1PIgH8y78Av/+93Pbcc+RpIN5nyptVq2ihTHDuufL1lCkkbr7xBvU33/kO5d10M6tWAT/7WaqweegQ/ea2yJuIMdSaNanbX3jBG/f0O9+h0NS6Ohq/1dZSwZhLL6Xz379fLiw0NADTp8u2122eXYwzJBLAhz9MKT9UzjkHOPNM7nu9hHgW/+mfgMFB2lZXR84nXV30t5m4OTgI/M//0Fxu1ixKS1XsNq2nhxxmxFxk504az5udN+NuLroI+M1vaMxWXc33kIVNxlGeeCJ928hI8c/DDYgCK4JoNLVYg1V+/Wv5f5pGK4MnnujceTKFR4iD8+dLgXDxYuDtby++IPjnP1O+VmFP2QoYJBLAWWeR3e3YQYPzUIiKY+3cSd4HH/4wHY8H5+5m1SqaUKvC5vg48MwzPBiaTDz7LP2eOpUWWAA5WVuxAnj0UXreN2wATjvN/bbx/POpfwthk/E2R4+m/q2/z26kp4fCAoVocN555FEM0PPV0wOccYbc/8UXU58v1bProYcoQuL446nY12QOL/Q6q1aRR9Wdd6Zu37bNPHyZcSfCo3x4WAqbAEUwLVyYeRw8NibH3gcOFP5c9Yh+/s1vlud+wgnAe97Dzgle5ZFHUjWCye59y8Im4yhGwqbw2Jxs6IXNXbtosrhggfVj9PQA/f2p4Q5DQzQYZrxDIgG8+91AX5/ctm0b8JWvyPeLwZYtlDdPLWCQrXjMqlVUUASgSZbwOp4+XYq0hw9P7o7US+zfn77tiSfIc4gpf3bvpr4IkOFwqjfYlVeSsFlXR+2D2yc7msbCZrkiIlMEL7xQmvOwQyJBoedClD3/fPqtpkbQC5t6QiHqo9esoWfwhBMoSsKtzyBjjX/8I32bSLXAeAfhUf71r8ttQlR64w3zFC47d0rPOrF/Zyc5Drz5zYU+a0KIsrt2pYqyF15IjhfsnOAtenpkIci6Ovu1PMqRilKfAFM+aJoUNmfNouToAAubKkbCrxlisnn22VJAWriQXm/Zkh7yz7iXVasosbPK1q30zIRCxcmZdeAA8OUvk7fm0BDZ0QUXAH4/haWb2dOePXSuAE3IREX06dPlPkeOFPTUGQcx8hIwmnBlYv16c3vp6aH3GXcivDUBmV9TTHZCIcoFuHgxba+oAK65xt2Tnd2706NCWNgsD/Qem7t2yaI8buWaa+TrBQvI21Ig+voTT6TcxoD5IvUFF0jxI5GYvJPUUuNkXxeNytdi/MTCpnfZu1e+fve76ffYGHD33cb7f+lLMkXFVVfR7x07qAbF0FDBTxcAtT+hUPq8fMuW4s1FGGcQGsE550iN4GMfkznzJ6tGwMIm4xixmPQGuvBCKWzu3SuTZU8WNE16G1RXy+3qwCYbYrIpqqEDNFCuq8se7sC4D/0A9tCh1IFRIdE0yvE1MEADqAsuAD73OXpPTWBv1BE+9ZR8feGF8vW0afL14cMFOW2mABh5bD7/vD0xSOSB09uLGGhV8MjCtajCpsivKSY7AuFlNjFB+ZvcPNkx8uKzK2yyUO9O9MIm4P5olRdeSPfW1OPzUTFJgMRao3RNkYj07JqYmLyT1FLjVF934AAVjwIo/YdIAbJnDy8Me5V9++h3VRUJSpWV9Pfdd6ePidetk3ktFy2iPLzNzfT3K68AH/pQuod6IdEvEG3ZUrzPZpxBaAT19XLbtGk0lrNbqLic4OkHkxfqhEAV7S66iIScHTtocBaPl+LsSofooMT3FyLQP/5BfwPZJ0xisvnGG/S33y9X+Y8/3t2TTSYdo5X5Yq3W33EH8PjjZHunnEI5wN72Nvn+3LnmHeGTT8rX6kRN9dhkYdM7iME4INNiJBKymIUVxMBp3Tpqw0ReHxHOzN5F7uWZZ+Trs8823ueCC+RrdWHDjRjlXTx8WPazVmCh3p0YTfTdnmdTfV7U50iPGo7+0kup7/X0UIE/EVVx0UWT2wOnlKh93e23S5HZbl/31FOyTbrwQhK3BNu3O37aTBEQjglz51IYt8ilu38/cO+9qfu++CI5+9TVARdfDMybB9x0E6UAEp6bP/xh8c5d77EZixXvsxlnEBqBmH9VVpLIDkxu71serjF5oU4I1HDGLVuo2q4olDPZwtFFGLrPR4NWMTHas4eqSludMCUS8todfzxVrQVocDXZvGC9TqmEzb/+VQroCxdSJfQFCyivjxDKBwaAj37UuCMUz3VFRWoFZRY2vYkain7ppfK13XD0UAh43/uAG2+k0Mpbb2VR0+2MjkqvocWLgdmzjfc77zz52o7gXQpUj03hBQXYa5NU8eL73yehgYX60mMkbLo9z6YqbKrPkR6zPJvC7k45RYYXnnsuhxeWklAI+MhHSIhasAD46U/ttwuq40cwmFoAVKT6YbyFWCSeM4d+r1wp39uwgQozCsbG5PP8/vfT75kzKU/n4sVkV7//PfDHPxb+vDUt3Ut8505O4eJVxFhn+nT7xYnLERY2mbwQE4LbbpOVdvfto9fveIdsyCersFlXR6vtr7wic6j8939bnzCNjEgvuuOPl/kNAeMwLcadaJrx4LXQA9pt24BvflN6Clx3ncz1WVUlQ8vjceMV23iccnICFDonhFCAhU2vooaiX3KJfG0nTYZgzhxaYDl0iAtIeYEXX5QLYiK/phHz51PBEoBC19UJmptIJKQoNH9+qlhw8KC9Y4VCVBn2a18jIeknP2FRs9SIMc7UqeThBJCwaccbt5gkEtIjurY21StPj5mwKcIL1UWHsTEOLyw155xD4/qjR8lTz267IPLr+3y0WKSmBFEXuDn1hTcYHZXzvLlz6XcgIIsA7doFPPggvX79dXn/TzyR5oSCQAD4whfk3//v/wGbNxf01E3Tw3E4ujcR8y81PdhkhoVNJm9CIeCf/xl47TUKWx0epgHYe98r9zHKIVTOqIWD3vQmWeXyySepKp7VCdPu3fL1ccdJj039ZzDuZv9+6SmnFhMopMfmkSNUdV187iWXAB/+cOo+akGjjRvTj6F6a+nD6jjHpjdRhc1Fi6SX28svGxcWysR998k8cGNj7E3kdozya5ohnvexMXflNVTT37z2mmx7zjyTRK8dO+jvXLxPFi+WBVuOHGFRs9QIj82dO+XrAwfcKwQNDkq7O//8zN4zCxZQkU0g9flatQq4+urUlCHiu0/m8MJSo1azHh2119ft3SsXjk89lRaI//xn6ewg7JlTX3gHNT++8NgEUsfYv/gF2czvfie3ve996e3CZZdJL86xsdRxeyFQHY1UW2Nh05uoHpsMC5uMQ7ztbXJCMGsWDcBqa+X7k9VjEyBvgxtvpA5EFBWyOmES+TWBdGGzmImmmfxQJ2JLl8qBTaE8NjUN+O535WD65JMpjEo/oFKFzYGB9OOo4cl6YZM9Nr2JKmzOmiW9BzTNXj7Fnh5KcyDywF16KYdKuh01v2Ymj03AveHoavobNd/i7t3kdSzauFyEzXvvleLF+DjbcqkRHptVVeTFJIQgcd/dJgSZ5aM2wueTXpt79qQW89DnXOTonNLS0wP83//Jvu7MM+31deo4Khik8f9115E9Dw3ROJBTX3gLVdgUHpsA9ZtnnUWvYzHgkUdkeHl1NXDFFcbH+/SnZXuwYwewZk3hPNPV+bg4V4CFTS+iaSxs6nHJcIDxOupqJkCdNAubxNSpwM9+Rp2az0eeILffbu04mTw2Wdj0DqqwuXixTNGwbVthBi+/+hVw//30esYM4BvfSA0jF5x4IoVwAjQp03sBi4maz5eeL0ztRLmqp3cQwuaMGSQYqGFRVsPRjfLALVvGeeDcjKZJj83Zs4GTTsq8vyrMqIJNqVHzYd5xB20bGiKP87e/Xdqj3VD0nh7goYekePGOd7Atlxoh6J12GuWvE0LQCy+4UwiyWjhIYBaOrhc2eaxXOoSdLV8u25aFC+31dSIMGZD9bWsrsGQJ2fMvfuE+W2Yyo3pUqx6bPh8VehWLMN/+thxzvfOdwD33GHuYV1dTGhSRguKxx4A77yzAiSN1Pt7QIF+zsOk9jh6Vc0gWNgkWNpm86ekhTwcxIbjiCuqkhbACTO5Q9GiUrkcwSNdn/nwqtGFlQKR6bKrFgwAe7HoJVdhctEjm3jp4MHXl1wn+8Q/KDye46Sby2DTC55Nem0ePpnpm7d+fGj4lwuYEHIruTcQgW9zPCy6QC1LqBCwTIg9cTU3qcTkPnHvZtk22NWefnT3J/Ekn0QQNIE9PN+U1FHb24IMkug4NAW1tQGOj3MdOmyTEi3POkeLF297GQn2pEWOc6mrghhvo3gwNAeGw+4Qg1eN91iwSrbJhJmzqU9Swx2bpEH2dmo96zx57fZ1agFFdIH7zm2Ual8pK99gykx0zj02A8tGPjFBbpUYOaFpmD/MTTgC+/GXZN996a265z7OheocHAnIcx8Km91DHOZxjk2Bhk8kLMSG4+OLUim/XXgv8+tdy1WqyeWyKAfnQEPD443Q9li+nbXV1lH/UyoSJQ9HLAzNhU/9evuzeTau+YrB9zTWpA3Ijli2Trzdtkq+fflqKGUbeJxyK7j00TQqbwjNg1izyiAJIyLYitK9aBXzoQ6leCyInFOeBcyfPPSdfZ8uvCaR6aR844L5JTyhEfaCm0YD+E59I9Uq347EpxItTTpHbjh5lob7UqMLmrFlSCDp4UN4ft/Daa7LtPO88a9VprQqbPNYrHatWkZ2p4vLICBVfsdLX7dkjCzCeeWZqG/Xqq5yj2qtkEjZXraJcm8LDHCB76evLvhizbJm0KU2jaCs1cs8J1Pn4vHkyz3o8Tj+Md1DnXuyxSbCwyeSFmBCoufqmT5c5ZKqqaNtkEzZFaK6mAe96F10PIfwCNEC3MmFSOzR9VXQe7HoHdaKycGFhhM2jRynpuBiYLF0KfPzj2f8vGJSTMFXYzJRfE+BQdC8yOiorXKtVd4NB+Vq975nQt+mFTHbP5I+d/JoCNRzdTv7VYnDLLTRZ9PlonNHTkyoa2MmxKcQLdbIqnhMW6kuDpsl7UF1Nv+fMkULQ9u3uEoLUaIds+TUF8+dLUeTFF+VCIufYdB/qPdA06wKQ2p+qaV9EjmAR6dbczN7hXkJd1NULmwCFoNfXy6KxIyPWPcw/+lFZXT0eB776VdkWOoHqsVlbm+pdLqK0GG+gzr1Y2CRY2GTyQkwI1EnEzJn0OxSSA7zJJmyKUPQFC4CmJvlasGOHtQmT8NicNo0mbeyxWXrUqrx6zCq0CvHyuONInD7xxPT38uV//odyjwEypMVKUYU5c6TH3uCgTBuRrRACe2x6D7VwkCpsXnihfG01HF0dHAMsbLodkV+zooI8h6zg1jybPT3AbbdJUWDZMhIF/vIXuU8uxYNUYZP719KiTuSnTKF7/uSTNAm/4AIaE3V1uUcIslM4SKAWEIrH5UI259h0H/p7oO//zFD7U9HPiki3N79ZOjy8972c+sJLmFVFF0yZQt6WPh+9Pv546x7mPh/wpS/ROB6gaAs1vVS+qPPx2lrpsQkYR2bkMudhigN7bKbDwibjCOrDpXpNiNwdBw5MrlVndRAkvCxVj00RnpANIWwed5zsIAX6Qi9McVCr8qqYVWg9cEAOgoSnpuqx6URl9D/8Afj97+m1GFAZDbbMUMPRBwYo1O/ll+nvQMD4WCxseg8zYfO886TdWvXYZGHTOxw8KCcs9fXWB8D19bI/V1NTlBLRzr73vbJPfec7SRT44x9l32pX2NS0VC8cJz1kGPuoY6iXX6Z7ft11wOc/T9tOOIFETrcIQcKjeepUyrFnFTUc/YUXaFynDz1lYbP05CtsVlXJ1B4i0u3SS+V+Bw9y6gsvkc1jE6Dn+KyzKKe1ptlrp+bMAb7+dRn1+Otfp9atyAchbM6YAfzyl6mLMqrHphAt7c55mOLBwmY6bI6MI6j5rNSHS62MPpkKCKnu4ULYVD02rQibhw7JRuv44+k3e2yWHrUq7+23UzhkpgqtqveFEDQXLJDh3/l6bL7wAvD978u/b7hBemBaRa2MuHFjarEQs+quHIruPVTxURU2Z8ygAThAeb+sTNr0+6iiKeMunn9ePs9W8msKKitl2PqePRRpUGqMRIHaWmp3W1rk97QrbB48mCooTKaFWDeiXv+KCtm3XnWVLJKwezdVSy+1ELRzJ7BrF70++2wpRlhBn2fTaGzIY73So28PrPSRu3bJ8d/ZZ8u5gIh0E9FtgGyvOPWFN8jmsSnmBG1twAMP5OaNe/rpwOc+J//+zneAV17J+ZSTCNutraW29d57ZbsjFkBV0VKd8wjvzExzHqZ4cCh6OixsMo6gTiJUj01V2JxM4eiqN6UYzPj98rUVYVNdtT/uOPrNwqY7EIPPm28mr6Ef/ci8g9cXDgIoZ5gIM9m6NXdPqHic8moK76J/+RfgssvsH+fcc6VtDgxkz68JsMemF1G9DFRhE0gNR7fitckem94hl/yaAreFowtRQF0oFdXbr7lGLiDaFTb1RbNY2Cwt6vhm6VLZt86ZA7zvfXKfKVNKLwSpz4VZf2mGXtg0WujksV7pyUXYVMPQ1fyaAnWuxP2ntxD9RUVFqkANGIt+qjhoR9x8z3uAK66g16OjlGIqlzQrgtFR+f9iQfC662h+PjREwunttxuff2Mj8MUvAosXs6jpFthjMx0WNhlHMHu4JquwaRSK7vPJ0LmhoexiFgub7uaSS8jLZ3ycBEazDt5I2ARkns2DB1MFJ6tMTFCoirCTc88F/vVf7R8HIKFVCFt79gB/+pN8zyxfWFUVeXQBLGx6BdWrctas1PfUiVcuwubBg+4IVWbSEfk1AXsem0Dq868WSCk1qrApUt7kWhUdSBc2ORS9tKjjG1E8SNDSIr0i7747v4m+E+RSOEgwb54cJ5sJm5pG/T1TOvTjbZEmKhPZhE21Dy61DTP2EP3FnDky+kogogr0c4JcUg34fJR+o76e/t66FejszH2spc+vKc7rzW+meelf/wp0dxuff3U1nfu+fST0s6hZetS5l4hkmOywsMk4guiUp06VYgcweYVNo1B0QAqbo6PZQ/PVgZMQNrkqunvYsEFWaB0bM1+FNRM2882zuXatHDjX1lLlRDshcHqWLpWvhW2efLIUDYwQixgsbHoD1StEHz517rnSfqLR7MfSC5uaZl9MYgpPIkHFBwASUebPt/f/Z54p7cJNldHV/lOMM1Rh026bxB6b7kK9/nph8/jjZVHGAwdkfulSITw2Kysp5NgOagGhAweATZvkezzecw/69iDbfEbT5PhsyhRju8hnIYYpLcIZwSi/pogqMCKXVANTp5ITg/AM/ctfgN5ee8cQqHY7b558/Z73UFskFlGMzv+hh6zNeZjiwR6b6bCwyTiCEDbVjhqYvMKmUSg6YK+AkCpsco5Nd9HTQ8m8RVXeU081DzFRhc2FC+VrVdi0m2fzz38mYRWgydTXvpY6SLHL+vWUW1HPBRdkrnrIwqa3MCseBFA7JSZf27fLnHFmGHmscDid+3jlFdk/n3tuundJNqZMkflXt22zXjSj0BiFok+ZIgsZsMemt1GFJHXcI1i5UtryXXeVToiOx4HXX6fXZ5yROt6zihqOPjAgX59yinzNQntpseuxuWOH7EPPPTddnAeMc2wy7mdsTDqvmBUOcpqFC6lSuuCnP81toVHtv9X5ucjD7fORLRoVCnriCTnnee973VO4bTLDwmY6LGwyjsDCZipGoehAagGhbIUYWNh0J0ZVeevqzPPnCNGypib1+chV2NyyBQiH5d+f/rT98FI9FRXk9aIXpnbuzFz1UIQ+sLDpDTKFoq9fnzq5UsPRjcRto/achU33kU9+TYEbw9GNQtF9PikW5Jtjk/vX0qJefyNhc/Fi4OKL6fWePUBfX3HOS48qLtgNQxeowqYIOZ82LdW7mu2xtFjJsbl+vRz/6cPQjfpQ9tj0JlYqoheCt76V8kgDFInxta/Zn1cbhaL39AAPPyxFyze9KXUuI+Y8J54o5zyNjbnlDGWchUPR02Fhk8kbTbMmbE6mquiqx6Y6KLfjsck5Nt2JyJ9z+eVym8ixqc+fc/iwHEiInJoC9W+rwuaBA5Q8XNjXZZcBV15p+yukIc5dJBAH6Pejj2ZOEK56bHJ+RfeTyWOzooLETHH/RTi6Wh1TIPLKZjo+4w7U/JpOCJtuCUcX44kZM1IXD0WbZFfY1Oc5Zo/N0pIpFF3woQ/J17/4RWmqozshbJ5+evq2hQtTx3vssVla9OPtkZF0e6uokEKPKmy+9prxArHqscnCpnfIVhG9kFx7rczXOjxM4qad/Lv6UHQxvrvmGjk/DQRSRUsx51HTUo2O5pYzlHEW9thMJ4+MbAxDHD0qG1b9gyVCxIDJ5bGp5thUV1FUj02roeg+n+xQWNgsPSI/zsMPy22iiJBeANy+Xb5WPTQBsgWR08ZKjk1NA771LSmCnnoq8IUv2A8tNSMUIhGku5s8NadMAVavzpwgXDzvmkbtgJFnDeMeVOFRPyAPhciGv/hF+vuJJ6g65vr16eK2WVvOHpvuQwib1dXAaafldgwRwq5p7qiMDkhhUx1jAFIsyDcUnYWk0pLNYxOgFAkXXkgLMlu3Ao88Alx6aTHOTiKETZ8v98iJ2lqKylEXsxct4vGem9C3B4kELe6pzhuij1y3jvra2bPJs/O++4CPfzx9LMWh6N6kVB6bAKWe+spXgOuvpzniU09Rvv1PftLa/+tD0YVouXIl8Lvf0fahIRn2nkjQnGd0lOxaIOa4XECotKhaAwubBHtsMnmjdshqRw3QwEyEPE4mYdOJUHQxyK2tlQWZeKDrHvQePfqJMWBeOAggoeGEE+j11q3pHo9qWBMA3HEH8Pjj9DoeJ++rXPJ5ZWL1arI1TSPBINugRRXtORzd/ajCpr6tBmjyJapj9vWZV8dU23K1YBULm+4iHpdt0BlnmHu+ZWPGDFpIASgVRqnv8/i4PAd9cTMRNTI6as+ThIVNd2HFYxMAPvxh+frOO4sbOXDwILB5M70OBNK94O2ghqMDLGy6DaP2wCgcPRQC3v1uYHCQFoHicWNRE+BQdK9SSo9NgMbmX/0qOSAMDVG+fdXRAjDPja/32BSFjqZOlYuEwulGLXSkj9BRBTWmdLDHZjosbDJ5oz5Y+lB0QK5oTiZh0ywUfdYseY0yCZtqqKfIr6k/Fg90S4t+oGsUmptJ2FS3HTyYHgqphjX99a9ykLJzJ4mPqqeAU/z2tzRBO+kkEl2z5c5RO1IWNt2PEDZnzjTPm3rZZdI7DzCekKn5f08+Wb4uteDFpC6IqGHo556buRBYNkSYraal5u0sBUYV0QXqGMSOFxQXD3IX6vgmk7C5dKkU3V98MTUEuNA884xsJ3MNQwfomVS9NQEaG1RXk8iwYweP90qN0fU3K6Q2ZYrsQ2trM6fyERE3LGx6B7WvKLbHpuCccyjP5dAQ/Xz72zLyyyh9kEDYbEVF+rmLUPQ33kjv//TzG3WOy5QOzrGZDgubTN6oHbLRioHwqDhyZPKIH2I1q7Iy1aPJ55Odx65d5h4lw8NywCzyawIsbLoJJ4TNTHk2Rf6ari7gU58iexArqZ/9rPMhIGIw9OlPU3jLdddlTwyuPu+8gut+hLCZybPoqadkdcyxMeP7r07oFi+Wr1nYLD3qgogqQL7+euZCYNlwU55No4roAqeETfbYLC3ZqqILfL5Ur81f/KJw56THifyaAD2TmzalpidauJAqpA8N0XdkeywtVoXNI0eondU0Gv/PnWs+hvL5ZHvFwqZ3KLXHpuAHPwDe9S5qI2IxClG/9VayP7Pc+MLBqKYmPY2VmJtqGs1PVfTzm8kyl3c7HIqeDufYZPJGnTxk8tgEaEIyGR4+MQgyChWuq6NOaHycVsbUypcCdfXezGOTV8xKS7YVTSBVrFy4MP19VezcuhU4++zU90Mh4I9/BO69lwYhc+ZQsvBCiZrqYEjNF6X+rcIem95B07ILmz09wN/+Rm1UXR1V4TS6/+qE7pRT5GsuHlR61OdWLKoNDQF/+Qvl5cq17TjvPPm6UMLm+vUk8hidoyhisGqVcUV0AQub5YFVYROgvJpHjlAfvGkT8NJLqQV5VNtxEqeEzVCIbHX1avq7ro7yhT7+uGyLeSG7tFgNRb/5ZioWVFdHIegnnJB5DDVzJomanGPTO5Qyx6aKzwf87GcUZfPMM8A99wCPPUb5MY1sLZGQfadRxJe+uK06Z2GPTXci5l1VValOVJMZ9thk8sZqKDowecLRRaNvNCC3UkBIDfVkj013YsVjU4SGzJ0rc82qqMKmWWV0NawpEAA+9rGcTjcjIoG4fjCUreohC5ve4fBheR+NhE0hbl92mRzgXnJJanVMAXtsuhvx3A4MUJ634eH8RE2ABMSTTqLXL75YmImN6m2qog+tyxSKnktBDk1LTwXCwmZpsRqKDpBn3D/9kwzLVL02M4Vl5sPoKPDCC/T6xBPzTw3zyU8CZ55J5//UU8DddwPveIdsi9keS4sVYbOnh2xPiNHve59si82iX9hj03u4IRRdMH068POfyznCwYPm/fy+fXIMaEXYVOEcm+5EzLsmg8OYVVjYZPLGjsfmZBE2RaNvlPOChc3ywEoOGnEfjcLQ9duNhM0DB8iDTtNowq5p2fNe5oJIIG6EmkBcDwub3kEVHY2ETSFuv+99cpsYJOvFbRY23c8HP0i/NY0iB5zw8hZeaePjwPPP5388PUYigJE3udOh6AcOpBed4RybpcWOsAkA4TBQXy+LaWzdamw7TvH889JGVG/mfPjqV2VRwaoqCjMV8HivtIjrr47p9cLm0BBF1dTVkS2KglCZFojFQszoKLc5XsEtHpuCBx+k9sLnoz7v9tuN99MXDtJjR9hkj013wMJmOpPOcTUej+P666/HypUr0dzcbLpfZ2cn9uzZg3nz5mFwcBBNTU0Z95/MqCuNRsKmGiqmTkjKmWyh6AKzAkKqsMnFg9yJ/vrrO/7t2+VrM2Fz4UK50mokbH73uzTAqKujPJt+f+awpmLDOTa9gzoYNxI2hXj9t7/JbUKo1NuamNBVVqbaNoeiu4dbb5W5Un0+EnnybTPOPx/4wx/o9VNPARdemPdppiHO8TvfAdrbSeS54YbUc3c6FF0fhg6wh1ypsROKLvb5wheAb3yDxlXvehe1TYUQNYHUMPQLLnDmmDt3UlGQqioSuR59VL7H473SIuzxhBMo1FzT0oXNadPk+P69703NYWhmg6qH+eHDmfNfM+5A9Bc+n3EkVjERizdLl5L9DA0Ba9fSuZmN2wD7Hpv6PpLH++5A3AcWNiWTRthsaWlB7bEnube3FytXrjTdt62tDfX19QiHw8ltTU1NGB4eRmtra8HP1WtwKHo6+Yaiqzk2VY9Nn49W9I8e5YFuqdGvrus7/myFgwC6l/Pn04Rm61YpRAA0YNmwQYY1nXMOsHw5vecWcVP1XmCPTXejio6ZBuPqRMssPE4MkGtryYanTaMBFntsuoOeHuCOO2TbcdxxzrQZxSogFAoBN95IfdzOnennbLUqutXwThY23Yddj00AuPJKyjm3cyctNC5eXLg+0qn8mgK9d2lPD/C979F1qKtjeyw1qsem309tkCoUjY4C991Hr6dOpYrVVtC3Vyxsuh+xSDxnTnoBnmKithn79wO9vdRWvOtdxv19Ph6beqckFjZLj6bJeRdXRJdMGmEzEokAAGKxGLq7u033i0aj6O7uhqaLSwqHw2hoaGBh0wAORU9lfByYmKDXuXpsmgmbAImlLGyWnmw5Nq0ImwDl59q5k0Sh/ftllcVEAliyRHZcorCQGKiY5b0sJhyK7h1U0TFTJU9V2DQSKicmpK2LwfGsWd4TNq0WqvEaYrJz5ZVUeAwA3vY26ofzFTdPOIEiCHbvBp59lvq6QiSsv/12al99Purnbr89NbewU6HowgZOPTX9vddeo/e9aANuIN/ny67HJkBt16FDNOEbH6cfJzyV9YyPk/0DND5Tx3S5YFa879lnATFd4fFe6ZiYkKkqpkyhfm9khOYzYjH6L3+RCynvfKd1T75ccgIzpUUshJWyIjqQmhv/97+X2889lxZ19HOEbB6bU6dSfxqPcyi6Fxgbk+0Se2xKOMemjq6uLgSDwbTtYltvb2+xT8n1qJ2x0cM12YRNdQBqtIoyY4Zclc0Wij5zZvo1FYN87lhKi95jU7+iaVXY1FdGF3zsY7LgQU1N6uQpU97LYsLCpndQPTYzeYWoEzIjoXJkRA6mVGFT/xlux2qhGq8hJjtNTXLbrFnZC4FZweeT3mlHjgCbN+d3rkb09AC33UYi6gUX0O/bbku9T6KtrapKFQYAe8KmsIFf/zp1+9AQpRIppTeO18n3+cpF2OzpAWIx6isvuIDyzJoVbcmHzZulx9IFF+RvJ2bF+977XvoumsbCZinRew+Lfm9iQopcv/ud3Oe977V+7GwLiYy7GB+X/Uqp82uqufFPPlluf/VV4zlCNo9NQM4z3ngjtQ3WRzXweL/0qPeAhU3JpPHYtEp/f7+hsAkAfr8ffX19nGtThzp50E8yAGr8RR7BySBsqoKj2YB8wQISAXbvTvd60TQpbOq9NdVj8kC3tOg9NnMJRQfIY1P9H+GZ+eqr0gPgnHPcOclmYdM7qDk28wlFV/P/isGxEEpFAYRCePE5jZgQCC/GD38YuPPOwhUbKRZiMvPww3KbuKdOfKfzzgPuv59eP/UUVXJ2CiF6rVwJHAuyQV0dcNVVqd6mQtisrU1vF+14QInrEQ6TuFRXJytr19WRTTC5oT5ff/sbcNppJDr/4hfWni+7oejCdt78ZtlGXXEF9VFOp25Rw9CdKBxktkhZXS2FBh7vlQ51rKcKmwB5wcXjwDPP0N9LlsgxnBXYY9NbqOP8Untsqpxyinz92mvG+2Tz2ASovXnhBZqH7tol5y7ssek+WNg0xgPTj+ISi8XQaJIcpba2Fps2bSryGbmfbKHoVVUkbsbjk0/YNApFB6jzeOkl6jx2707Nu3nggBzEqoWDBCxsugO9sLl/f6qoI4TNWbMye8iZVUYXoW4ACZtuhHNseodsVdEF06fLhSgjYdNo1V/v5akPD3YrQuj46leBf/934KSTqACJV0VNlWxF/XJFLZTy1FPAihXOHVt4rr397VLYBChfXU0NvZ9IyEmWkZ2pA3wrQkEoBPz5z8A991BKEEDmJj161Hp+RyadUIgmx9/8JrUpCxYAHR3Wni+7wqawncOHgV/+kraNjBQmdcuTT8rXThUOMkJdGOccm6VD7z2sOhy88QawcaP8W180KBu55ARmSofbKqIL5syRYeSvvmq8jzp2yyRsCoaGaH4yNpY+vuccm6VHvSecY1PCwqZCXL8kocPv92fdBwB27NiBE1U3LBO+8IUv4Atf+ILFs3Mv2ULRAWpEhbCpFkgpR1Rh06yxUYXMHTtS/86UXxNgYdMt6EPRARr01NbSQHjXLtq2aFFmezcLRX/uOfnajgdAMeGq6N5BDRPP5GkgKn3u328cGqeu+us9NgFvCZsA8P73A5//vIwoKAdRE0jtl52s3Lp4Md3v/ftJ2HSyPxeea+qiDpAqUMXjMhWCviI6YK34lZ6zzwZ+8xs67tSpcnJn1MYz9rjkErlQMj5u/fmyG4oubGfDBrlNePY6+UxrGvD00/R69mx6HgqFKujyeK90qNd+ypRUUWjHDlk0aMqU1BQgVmCPTW+hemy6SdgEKBxdzLP3709fwBbC5owZmZ1uBCLPppHsweP90qPeA/bYlHg0i5S7SSQS2LZtW9afferSj4fJ5rEJyAnI+Hj5r0paDUUX6JM0q6GeRsKm6JCOHpUTPKb4GHlQiAHAjh3y3mQKQwfIFoQwYOSxWVkJnHFGXqdaMDgU3TtYrYoOyMlWtlB00T5ly8vpZv73f6U4d/So8/n4SoV6H5z02PT5ZPjt/v3m3iH5oLchdWKVqSI6kPpdrbZJjzwibaCyUvbJ7CWXP0IwFoWgrD5f+vBfq6hitz7vtRO88opsS88/v7CL9Oyx6Q7McmwC5Okt7OEd77Bf1TyXhRimdLjVYxNIXWQxCkcXwqaZtyZgPDc1EjY5FL30cCi6MeyxqeDP4mZixVsTACoqKrBAbR1MmOOmBB15IB6uykrzAai+gJCTHiRuw2ooukBfQCibsKkf7FpNrM84i5E3j1jNtZpfE6D7N38+hUGK/ztwQAoG9fXmdlRqOBTdO1gtHgTIydaBA+keeUbhTGp77qUCQj095OElQo8PHXI+H1+pUCfJRrmv8+GCC4DHHqPXTz2Vmt/LCfTCpipQZaqIDtgP7ezpAaJRaQOzZ8v8pCwm5UdPD/CHP8hrO22a9edL7yVnlUILm2p+zUKGoQPssekW9CK7Oi5XF3bsFA0ScCi6t3Brjk0gtR9+9dXUFFZHjkgnJLPCQYA9j81yj750OxyKbgwLmzYYHh5GIBDIut+CBQuwVY0pLXNEYzljhnkjpxc21Qpu5YaVUHSjzkOghqJnyrEpPouFzdJgNNEQEylV2LSQlQKLFpGwuX8//bzwgnzPrfk1AfbY9BJCcPT5sgtdQqgcHyc7V4V1o+JBXvTYFMVGGhrICwug9nbFivIQNwsVig7IyugACT3vf7+zx7fqsWkUil5dTYusExPZQzuFDSxZQv8zdSrwlrcAL79M/fIvf0lpChj7iGv7znfKnJQnnQRcfLG158sJj02Lvgi2cLpwUCbYY9Md6NMiGHm8LV4MnHuu/WNzKLq3cLPHpr4yuoqV/JoAcMIJ8nUmYTORoPEh56AuHeyxaQwLmzr8fj+GTSrcxONxLF26tMhn5H7EKmOmcDe1IS3EKrqbsBKKbtVjM5uwyav4pcPIY1MMAOx4bAIkfkaj9HrrVm8UDgKoUFJVFV0LzrnjboSwOWtW9lV2fXjcL34BVFSQECFybFZUkMdcTw/wj3/I/b0ibIpiIy+9JIXNQ4eAj35Uvu9lChWKDgCnnkoi4Oio83k2gXSvX3VIli0U3eej77t/f3ahQNjAb39Ldj17NrVnXIk6f8S1nT5dCpv79lkv5mO3eJBAFTadLlapafK7TJtGld4LCY/13IF67TduNF4YfO97gTvuILs2q3JvBHtsegs3e2yqoeiZhM1MHptTp1IbOjIihU31O6scOcLCZinhHJvGcI5NHStWrEAsFjN9v8luZuhJgFg1yDR5KuRg021YCUUXnQeQ2WMzWyg6D3ZLh5EHRS6h6Pp9tm1LFTbdWjhIIDpU9th0N0IsspIDTPXwO3iQRMx160jEFMJmTQ3ws5/RdnVQ5ZVQ9FWrSGR5/XW5TVSCD4XsTU7dSCFD0auqpHfS7t2ymrhTWPXYNMseJL5vNmFT2ICw2Tlz5EStrg646ipr58ukI66tOvkS19nK8yXGNhUV5E1rFdWLymmPzR07ZPt37rn2zisXeKznDvTewz09qZ57VVVkF+vWkb3aQd/XMu7GzcWDjjtOzsNz9dgE5MLenj1k+2o7qo4lOM9maWGPTWNY2NTR0tKCaDSalk+zv78fANDY2FiCs3IvExOycbPqsTmZhM1MeS9EGtY9e1IHrcJjs6rKeOLGg113YMVjc8YMa4MfNVz99deB55+n1zU1qd69boSFTfejaVIssitsHjhAQsS119LETdjm8DD9fe21QEtL6v5eYWIC2L49dZuXzj8TqqjntLAJpIejO4nVHJtGoeiAHItYCe0cHZX96OzZqR4oHP6bP+p46NAh65XmxbW36xFUVSXbOKejg1Q7V+2/UHCOTXegXvt3vIP6vB07pFPCnDmUtuLaa+2nL2GPTW/hZo9Nn0+Go+/cmbqoJBZkAOvCpqYBu3altqPqfISjtEoLC5vGTDphUwiWZuHmjY2NaG5uxpo1a1K2h8NhRCKRrAWGJhtWH6zJKmxmyn+pdhCqx4sQNmtrjcP7VC9QHuyWDrOq6OPjcsC7aJG1EE3VY/Oxx+QA95xz3J+cWzz3PMhxLwcP0iAVsCZsGlVqDYWAK6+kCd2TTwKDg3Ii59XiQUND6UJLuUwuhTg4bZp9LyIrqPkFCy1s2qmKDkixYHSUxOtMqPY6Zw4JYwIWNvNH3y9YXTgQ1z6XHOLCLgopbBa6cBDAi9huQZ9jMxQCgkHqP558kipQ5yJqAtQ+izEe59h0P8JT1+ezNpYqNiIcXdNSo1GshqID6TUgVDGXhU33wKHoxkyaHJsdHR2IxWKIHktk19HRgb6+PtTW1qKrqytl30gkgs7OTnR0dGDevHkYHBxEW1sbmpubS3HqrsaqV0ihK1W6CSuh6ID02ARILDjpJBpAiU7EKL8mwINdtyAGu6JQBUAT8J07Zf4wK2HoANmCz0eDkc2b5XY359cUqB6bXCXRnajijZVCMmpbrgoRqp3OmSMncl4sHgSkDvwFXjr/TAiBthDemgClyBD5dQstbO7bR21sZaUcP/h85h4zqhfUoUOZJ6BqSOmcOan9q1XvQsYcfbji3r3mKQRU8hE2/X4KxTxyhH6cqhgr7LyqCjjzTGeOmQkW2d2BUb7Xm28G3vc+alv8/twLzYmcwAcPls+iWjkj5mezZhU+FUUu6PNsijzAuXhsAiRsqguLanEhDkUvLeyxacykETbD4bCt/dvb2wt0JuWFKmxmCkWfO5e8RhKJyeWxmUnYNKqMrhYOMsqvCbCw6RbEpHfGDJp0HDlCgx67+TUBuqfHH09hHypuz68JyEmjpqVX0GbcgSoUWQmfMhMq166V4vXs2ZRrLBRKFY68JAyWs7Ap+manK6ILpk4FzjiD8gG//jpNfpwKaNHfA00jAVIUNQDkmMKIXIVNUTxIwGJS/ui9eqx6dIuxTS7FKfQL6eoicq7s2SP79rPOyk1wtYvPR9//6FEe65USfY5NgIrOnXuuXNwRfWEuzJzJwqZXEP2F2/JrCswKCOWSYxNIFTZnzUpdKGWPzdKiCptOLd6VA5MuFJ1xFlXYzLRi4PPJwSYLm4RRZfRshYMAFjbdgpoDTNj2yEhuwiaQmmcToNXgM87I7xyLgfrcc55Nd6KKCbmGov/4x8DAALVbV14JfPKTsqDQjBnSU9dLwuBrr6VvK4fJZSIh+2anK6KrFCoc3ciGRkZI4BTCZqbJmV7YzIQ+FJ1zbDqLfvKrCsmZEGObXATEQkQIPf20fF2M/JoC8f29aovr11MfYURPD73vdvSh6D09Mr90X5/MP232PbNhtdgZU1omJmTf5Lb8moJswmZlZXZR1kzY9PtT57QsbJYW9tg0hoVNJi+semwCqXmPRL63ciSXUHQjj00ORXc3wmOzqkoOFPbvT/UCsyNs6vc99VRveD+ysOl+VDHBigefvlJrTw/wk5/QgLeuDrj00tSCQnfcIf/HS8Lm1q3p27x0/maoz2GhQtGBwhUQMroH8TiNN4TIkMk7VP3O2cQCvccmC5vOkqvHZq7Fg4BUYdOpyuhPPilfF1PYFN/fq2O9igpj0U+Ig4XI/+s06rX/85+lqCk8NNW+MBdxU80JzOkv3IvadrnVY3PBAtlmGAmbNTXZ00Wp4eavvy770LlzU8f7LGyWFhY2jZk0oehMYVAfLKvCZiJhPc+SF7EqbM6fL/PVcSi691AnXsKWNU1WjQasCZvr19PgXu+xefbZNEhOJIBVqxw44QKhhkCwsOlOVKEol6roc+aQfYqB7KWX0m8xsUsk6H/27/eWMFiuoeiq12khhc1zz5V9mFPCpqaZe2xaqYgOpA7y7Qibc+emRpSwyJA/+jxsVjw2Nc05YdOpCCFh3z4f2X2x8LrHpugj1q2j/uFTnwJ+9rN0cdDNqOPsigrj81b7QruobfThw+4sSsO4uyK6oKKC6jXEYhQ9Nj5O26xEOgimTpVpXwYH5faamtQ5LefYLC0cim6MB9bKGDejTqCsCptAeYejWxU2q6uleClC0dlj0zuIiUZVVapI//LL9HvqVGuDCOHRoBcGtm3zhkcDe2yWDqthfvpw22zoQ9Gvvlq2NQsWAIGAfD8UIuFdiKH793vDI//QIZlQX82rWA7CpvodCilszp4NLFlCrzdvdiaU0qySeTxurSI6YJxKwQz22CwsuYSiq4JyvqHoTnhs7t8PbNlCr089tbDpHfSI7+/lsV4oRFXkb76ZQmW9JGoCqe3AlVean7foC+1iVKyvHEL4yw1V2HSrxyYgw9EnJmgesXevFNytzEkAGY6utsV+f6qAxh6bpUXMt6qr3VnIqlS4fMrMuJ1cQtEBFjYFIhx9715qpDjHpndQq7aqwqaYlC9aZK1CuAhjuv9+6bk7NAQ88og3Bv8cmlI6rIb55VsV/bHH5MD40kuN7Vocd2LCGyv5ahi6qBwKlIewqfbLhRQ2ARmWq2nAM8/kfzz1+qtti95jM1PEhzoWybbYohf9uXiQs+jbAiuh6PqchnZRbcOJHJtPPy0Xay64IP/j2aEchE2A+iKfj57v8XH3j2tU8rXHbBilziiHEP5ywwsem0Bqns3XXkudb8+bZ+0Yap5Nwdy5uQubLNQ7j7j+HIaeCoeiM3mRSyg64FxCdzdiR9isq5OeekNDqR6bZh0QC5ulR9OMc2yq2MmvGQrR8W64Adi5k1bfbrrJG4N/DkUvHWqY39AQtScHDgCRSKoobrd4kD4U/eGH5d+XXGLtf9weGqOGoZ91lkwhUQ7CZrFC0QESeu65h14/9RTwpjfldzz1+p94ovSA13tsZgpFV8cidj021f6VQ9HzJxePTXVck0soutNjzVIVDgK8n2NTsGkTjZuEuJlPFfFik689ZsOovRLXprubFrlvvBF4/HHvebuWE/q0JW5FFTZfeSV1HmrXY1NFXzzIzgK2EOqBVNtVC3Ex9hDzLRY2U2Fhk8kLOx6bhch75EbsCpuCHTuksDl7tvn/qhMvL3hGlSNqqKRaFV3FjrAJAB//OPCtb1F47AknAB/7WH7nWCw4FL20hEI0YbzxRhJi/H7gq19NHTzaFTanTCHBfnycvMiF6DdvHuV+NUIVNvfvN/c4dwtqRfSzzpKvy0HYLFYoOuB8ZXT13E86SQqbeo9Nq6Hodquis8ems+TisZmvkOS0x6ZaOEi192IgxnuaRuMOL4Yc9vRQHyKKz51yirHI4VZK4bEJ0LW5+25aqPztb6mfYlGzdHglFP3kk+XrV19NTWuWj8dmPqHo6iL82Bhw3XVUdJKF+twR8y23OxEUG3ZmZ/JC7YSzrRpMxlD0bIMgM2HTLL+m/pheX8X3KupAV59jU2BX2OzpoYn8hRfS/c+lumYp4FD00vPBD5IIqWnU/ugHiXaFTUAKlTt2SHu/+GLz9Arqcb0gDupD0UVonxfOPRvFDEWfNw9YuJBeP/98/n2Sev3VNjQeT82XmCkUPZfiQVOm0GIi59h0Fn2foIoDZuQrJE2fLheG8xU2jxwBXnqJXp98cvGLXqr26MXxnvDIOv54Od49/vj8qogXm0J7bGbKCTx3LvW5o6PUR7EAVDq84rF50klynPbaazKXOOCsx6bd8X4oBPzTPwHt7ZSbm0XN3BFjfYA9NvWwsMnkhZ0J1GQTNqdMyZ5jUeTYBIAXX5Shbyxsuhs1RLG6Ov9QdDUc489/9tagnz02S8/69TLM7+jRdLsRwmZFhfVBkFEuTlENPdv+VryySo0IRa+ooGdVnH+20GUvUMxQdECG546PAy+8kN+xVGHT75eC+chI6rghUyh6LsWDxOewsOkc6uRLUAyPTUDaR77C5nPPyQiNYoehA94f7yUStPB2wgly2+bNMrd4LlXEi02hPTYzpc549lnZt4+NeWNMWK54JcdmdbWcfzgtbObryCAWkPfuJbtmUTM3Rkdl3mcWNlNhYZPJi1xD0cs5x6YYfGYLQwdShU01j1OmME71uF4c6JYD6kC3ujo/j01V1BSdvBj0e0Hc1AubnCS8uPT0AD/7GQ1EL7iA2hS93QixaPZsawWtgHRBbPbszBN7fY5NN6NpUthcsIC8rsX3dfu5W6GYoehAql2o/VguqOc+a1aqQJVLjk2rxYPERFUNReccm/lhND6xkmPTCSFJ2Me+fampY+yihqGXQtj0utC+ahXwz/+cuk0sUuRaRbzYFNNjU51T9fQAg4Oyb//AB7wxJvQaVsesXvHYBGQ4+uioTCUEWBc21YUIQT45NgVqrl2jRXjGGuq4hoXNVFjYZPLCTij6zJlyUFDOHptiFcuKsHnccXIFS1TEFtvN8PoKfjmgTniNQtGrqzN73aokEsbhGF7xaNCv4HI1z+IhrumKFXKFvbaW8rOq90DvlZYJMcjXC2Jvextw553mwrSXQtH37JHt9Ikn0m8hzB44IFfCvUoxQ9GBVMFHFYJyQS9sirb1yBFKiwCkjiWMsFo8aHRUTs7YY9N5jCa+hw5lF4ydFDaB1BQGdlGF+mJXRAfKY7xndP03by76aeSMfiHbadQ2WrR/PT3AbbeRwCT69iuu8M6Ct5ewOmZVPTatpvQpFaecIl+/+KJ8bVXYnDo1ffEwn6roAF3Pp5+WQn1LC9tyrqjXnoXNVLh4EJMXdoRNn48a1Z07y1vYFIN5K8JmZSUNXMSETcDCprvRD3SnTaP7Le79woXWPeMyeSx4IUxD77HZ1kav160jr7hp00go+sMfOJ+O0whR/F3vAn79a7n96qtpMJ5I0I8Qd4zCy/WIQb7eI+HAgczVK73ksalWRBeeDeL8EwkaNHp5sFjsUPSFC6lvHx6m0MlEIvcFDDOPTUCG1GXy1gRShc1MOTbVsGhh7yxsOofZxPfAgcy5Kp0MRQdIWLNaNENlfJzsGaBx2vz5uZ1LPqjjPa/ao5Gw+fLLwJveVPRTyYlSFA9KJGjBMhJJfU+Mn9y+4O0lxDX98Y+Be+8FvvQl4Ikn0iOphLA5c2aqZ78bUSuji4XamTOtzUsFdXUySmLGjPS22I6wKUTiJUvkM/T+99O4wUuFxNwCe2ya4/JHk3E74uGaPt2akCOEzb17adDo9s4hF+yEogPUeeiFTas5NrkqemlQB7r/+Ad12nPnArt20TYRht7TQwNQL4Rb5Yq6givaAzFAufFGulYzZwLf/CYPXJxG2FUslrr9wAF5rfVVn7Mh/u9rX6O2pq6OBKWHHwY+/nHze+glj021IvpJJ9FvVZg9eNDbg8Vih6L7fOS1+eCDNPkeHKSCTLlg5rGpks3rpLqaxhbj45mFTTW00Mhjk0PR88Ns4rtvX+GFTScqo7/4ojyXUoShA+WxkG1UMMpLHpvqdS9Wjs1Vq6ifUoVN8R6Po5wnFKKUPn/8I/VjZ56ZvhAv7NjN+TUFamV0gVVvzfXraWGyrk6GsYv29M47Kbqwrs7e/FMswv/2t3KBcnychfpcYWHTHA4KZPJCdLTZ8msK1FV0K9UxvYaaLN+OsKmHPTbdjd5jc906YPduuW3RoskTem1WPOiaa+g6aVrqAIZxHr0njypm5lIRPRSiCuhDQxRavH9/ZlET8JbHploRXR+KDrj//LNR7FB0wLlw9EwemwIrlanFmMSqx6ZRjk3uX/PDbOKbrYCQEx5y6iQ+V2HzqafkaxY2c6echM3KSuePb5ZjU/+cZGrLmPw57jhapDtyhPoBdbyTSMi+ye35NQFjYdOq17qI2tmyRW6rqZH5RkWbZKdY6KpVdD1VGxbtvFdy7boJ9dqrziUMC5tMnohGyqqwWe6V0dUBkFVhUy0gJGBh092onjxveQutRA4OyjypL72UHsZSrpgJm7fcIpOET0xwHp1Com8H1AmR6pVmJRRd8M//TPdO02hAnM2OvVQVPVMoOuB9YVMsOFZWFsbDyAhV+FEFIbtYETazhaIDUixgj83SkcljMxNO5DR0wmOz1IWDgNTv79XxnhqKLhYOtm2zJ4yUEmGP1dXWUwzZQRU21TQi+n4oU75gJn82bzavQL9/vwzp9oKwOWNGeuoMqx6bIr//pk1yTvPaa3JOU19P2+xGDGpa6jPv1dQaboA9Ns1hYZPJGbWRYmGTyEXY1HtsVldnDnVgYbP06CdeoRDlixIebo88MjlETcA4FL2nB7j9dpkkfOFCThJeSPQDRHVCpL62k/B+ZITaofnz6f+y3TsvCYMiFH36dNkn6UPRvYw4/5kzCzMRN2LJEnkNn3469wJMwnZ8Pro/RiKmlQmaGOxbFTZFn8s5Np1DnfiqbU+2hQ8nQn9Vu8lF2EwkgGeeodd+v0xZUWzKLcfm2WfTb01LT6HiVsR1L9Qi0dSpsp1mYbM09PSQh6JZYRvV69gLwiaQ7rVpJ89wKAR84ANyTvPss3JOI8b8dosH6ff3anvmBljYNIeFTSZnRkfl5IWFTUJtuHP12BThEGZUVspwGBY2S4PaIQsPhOuuo/tWUUGT5MkgagJki0IMOHxYhuBfdZUU7Y87jqt5FpJMwqbdHJsA3aMNG4Cvf53yzFm5d1OmyGfBzR6bR49KL4QTT5RtrVFlWq+iCpvFoqICOPdceh2Pp3rF2kFc+1mz6N4YhZ1bCUUX331szNzzMlsoOk+88kMdD6neQ9nSEDnhsZmvsBmLyefovPOKt0Cgp9w8Npcula+9Eo4urnshKqIDZFtGHuYcil4cxJh14UI5Zv3nf04d9xgtgrkdtYAQYN1jU3DDDdQfahr1uWJOI+a2doVNvf1y/5o7HIpuDgubTM6oq4dWVwzKXdhUPRRy9djMVDhIIFaOvTrQ9TrqRFkMdnfuBE49lSb3mja5BDzx/B85IpOEL18u35+YAD78YdrOScKdJ1MouvraSii6GOSrHsciNCmTuOnzyeO7WRjcvl0uyKkeDV7yOM2EppVG2AScCUdXhU0g91B0dbHVLOTVKBRd9criUPT8UMdD6rimGB6bqvhtVJU7G6r9XnBBbufgBOXgsSmE7IoK4KKL5HavCJuF9tgEZHulzqv0z4mX+yU3I8asJ5wgt+3fL8c9iYT3PDbXr6f0WCpi/i1yZWbj7ruBM84AzjqLxFwx9hNCmurcZAV9P+zV9swNqKIye2ymUoY1qRmnERXS9B5ohw+T54umWZ9AlbuwaTcUff16EgSqq2UjL/JrZqqoPWUKXX+uil4a9B4lYqDw6U/TcyLEIWByeG5On04iweHD0l7/8pfUfUZHJ8e1KAVWPTathKKLQb7+XlmpXjl7NokIbp6AGVVEB8pH2Dx6VApypRQ2n34aeO977f2/pqULm7lURQfSKw0b2T57bBYWM4/NbDk2naiKPneuzBGcy1jTDYWDgPLy2Jw7l/LzifviFWFTXPdCCpuzZgG7dmUORWePzcKwahXZoxizA/Lai3HPvffK97zgsVlRQSmxDhyQzjO1takL15kQ+7W2ps9phLCpadRHWn0uWNh0Dg5FN4eFTSYrokIakDrZvfNOEjbr6jgUXWDXY1Nc27Ex2Tkcd1z2zoc9NkuL6snz6KOp+WcA+XuyiJtioKN2tvpB+ZEjxRdaJgtOVkXPVJ3SagGhgwdJAK1wYUyIUUV0oHyETXViXOzn7YwzqN8bHc2tMvroKHl3A/J+zJxJYqPa5toJRQfMBQEjj82KCim88MQrP3L12HQiFF2kMRgZse+xqWnSfmfMkMUySoHXPTY1TV5/v58m4YsWUTsci9HzXohK406iFg8qFGIOJVJnVFWlPyecY7NwiH5HoB8DeM1jU1QgX72a/q6rAx58EPjDH7Ln/zeL2gFou9q3jo5aFzY5FN05WNg0h4VNJiuiQfuf/yEBp7ER2LEDiESosayrs/5g5Zv3yO3YzbEpru3NN1NnUVdH11gvlOlhYbO0qB1yRUXuHm7lgnj+RWiKz5c+KLebj4exjpPCZj7oC/AU+vNywagiOlA+OTZLKWxWVVHY2j/+Qak5du1Kr8yaCX1FdEAKVG+8Id+zEoqujkmsCJtisurz0fc4epQnXvmitvmqsGmnKno+XnI1NTTOHBmR/ZIVtm2TYtx555V2gcbrxSIPH5b3UyxInHoqCZtjY/RbnwvQbRQ6xyaQvhAzZw57bBaTTGMoIFXY9ILHJgB88pNAdzcVRdq5kwTz66/PvkCdLWrn17+W2w4ftj7OY2HTOdS+lXNspuJCfwrGjYRCNFHo7gY+9CFatbniCunibtVjc9o0OeEoR4/NXKqih0LAxRfL6nOPPpp9RU0c24sD3XJA7ZAvu8z8XoVCmT3gygXxTGua9NLRD8o5bULh0LcD+YSi54N6fLeKg2ooOntsOo8+HN0ORsImkCpkTp1qbSFV/e5mnk5CYKuuThWQhIDBOTbzQ5181dZKgbCYwiZA99GOt5vqbXzeebl/vhN4Xdg08nQ79VS57eWXi3s+dkkk5OJ0MTw2AWmrXBW9eGRK5wN4z2NTcMUVtKBTWUnzbyvRY6tWZZ7T/NM/yb/tjOs5FN052GPTHBY2Gcucey41kBMT5NHw9rfL96wKm4AMRy9HYVNt5O0MyD/xCRn+ZqWituqxaSd5M+MMTk28ygW1YxUdrn5gaFbAg8kfJ3Ns5oMXxEHhsTlvXqrdeuHcreAmYdNuOLpZoSs19Nzvt+Z5Z6V4kPi8OXNSjykEDJ545Yfeq0S0P3aKB+UjJuUaIeSWwkGA93NsqmkAVI9NgdvzbBZrrGe0EMOh6MUjm7Bp5N3vBerqyFv+1FNpgceJoqaqh6CdSCz22HQOFjbNYWGTscyWLTKcZ2wM+P3v5Xu5CJsHD3pzoJaJXN3DX38dWLIEOPts8mrI1vmIAZampeeGYQqP6slTxQk9UjpW8Qywx2bxsBKKXlVl3Ys8V9zusblvn5ygqGHoAE0shbjl5QlkqYVN0YcB9iuj6z0216+nvlAVqMTrbJVdjTyg9Ahb0Av+ok3niVd+qG3+tGkyhNNO8SAnPDaB3ITN6mrKG1tKvO6xaSRsnnaa3OZ2YdMpW8yGUU5gDkUvHvpnqxxC0Xt6qLL5f/wH8PjjFAm4bl3+4qY6jrQjbLLHpnOwsGkOC5uMJXp6gOefp9WfCy4APvhBoK+PwqcBe8JmOefZzCUUXUzQPvc5GYaerfPx+mDX6zhR3KCcsOKxyTk2C4cVj83Zs63nmMsVt3s9qvk11YroAF0bYcduPHerqCKenX7ZKaZPB04/nV6/+mp2EUtFL2yK4novvCC3q5VdM+U+VL+7kSAwNiaFN/1EVfSvHIqeH/qc4+I6HzyYeUHWqf41l7Hmrl1yXHv22aXv39XP96IQYCRs1tbKe7N5s7ujjpzyHs6G0UKMkcemm6+Vl9G39WYem9Onl75NsIJZASAnxE3VaSefUHTuX3OHc2yaY9nX6B//+Ac2bdpUyHPBJz7xiYIen8kN0UAuXSrDx6+8EhgYAH71K/o7F49NgI53wgnOnWupsRuKnq36nPq3il7YLMUEdjLDHpupsLBZWoy8DYR3vbgPxSjkowqb2cJNS4EqbKr5NQWzZpEIVi7Cpno/isn550sx8umngbe9zdr/6YXNq6+m1+Ew5bmrqwMGB4HHHsuehzqbsKnap17YZI9NZ9B7bKpt0P795tXtnRKT1ONbrYyu5oUtdRg64P1FbLPchKeeCmzcSO/v2QMcd1zxz80KxVrE1ntsJhLpnuaJBD1TLGQ4j9Ucm14JQ89WACifoqZOhaJ7sT1zC2KeNXVqaYvbuRHLU/K+vj7cdNNNAACtAEtGPp+PhU2XIhrI3btl+Pnhw8BFF5GHoablJ2yWE3ZXUXLtfLw+2PU67LGZimrrosPVC1scil449IPyRILuw5QpcjBZbGHTjeLg1q3ytT4UHaDz37XLnedulVKHogMkbN51F71+8snchU2A+sKnngJuvZUqu86fD3zpS9nzUGcTNlVPUv2zwTk2ncHMYxPILGw6ldcwl7GmmwoHAanf34v2aOSxCUhhE6ACQl4QNosVin7ggHn6jIMHWdgsBJkKMGqa7C+8EoaeqWiplQJCmeBQ9NIjriWHoadj29foLjFadZANGzbgV8L1j3EdooH88Y/ltsOHqYMVVdHtPFwcii7JtfNhYbO0sLCZCntslhajAeKBA6ntRDG899zusalWRNeHogPy/I8epXbVi4XBSh2KDqQKQnYqo5tVRf+3fwNuu40mmLNnW5uYGeWsU8nkscnCpjOY5dgEMqcocEpMysVjU+TXrKgAzjkn9892inIsHgSkFxB6y1uKdUb2KFYour69MltcO3SICt8xzpIpFP3AAZkCwCsem4XEKKe+FfT9MIei546YZ/EiRzq2hc0PfOADjp9ELBZjYdMD6MULdfXFjmdIOXts5loV3S4sbJYWDkVPhYXN0mJF2JysHpvr15NIEQrJUPSqKkqB0tND3q1igUk9/4MHvS9slioUfc4c4JRTgFdeAV56idoEK4ufZsLmww8D9fVye09PdnFT/bxsHptmoeiaRvbBoV65obb5U6akh6KbUaqq6Hv3Ul5YgPLEusEbxusem2oouipseqWAULE8NvU5Ns2eDy8XtnMzmULRvVg4qJCoTjt2IrE4FN052GPTHMvDtWAwiBtvvLEgJ1HIYzPOoRcv1EaKQ9EJvYdCoWBhs7Swx2Yq+lD0sbF0u2Rhs3AYtQH792f2SisEbqyKLgrQrF8PbNtG2xYtAn7+8/QCNG4UZu3ihlB0gMLRARIGn33W2v8YCZsiD/VnPkOhq1aLH6jf3UgMyCRser1gi1sQ46GpUynfr1WPzULk2LQibKrexcJ+S43Xx3rCY1O9/+vXA/ffLwUSVdgUxTTdQqmqopv1PyxsFgb9s3XokCxwZpYndrKSa45NLh7kDCLXLsDCphGWfY2WL1+O5cuXF+QkCnlsxjkyCZt2Hq7JImxarYqeC14f7HoddbLLHpvpoSlGg3LOsVk4zDw2VVFgsoaiC8++ri7qb+rqSOTQF20D0j02vYgbQtEBEoZ++1t6/fTTVHwwG3phM9fieoAzOTYBerYK2ZeXM2LSKybC6nW2EopeUQFUVub++VOmkGB08KA1YVOEoQMsbDqFEIVmz5aLSGKxSfy9fTs9o7298nl3C6UIRdd7bM6dK6+jUVvG5I/RGOrgQRLj1baKhU3OsVlquCJ6ZooyJd+3bx/msP+251EnCqqwWV1tT9xRw4PKWdgsVig6C0bFhz02U9EvehgJm+yxWTiMBoj796faZjFC0fUFENxCKATEYsAPfkAFaI4/HviP/0gXxdx6/nZwi8emmmdTFYwyIa65z0dtSj6VXauqyP6PHs09xybAXiX5oHpsAunFg8wQYpITfWtNjXVh022Fg4DyybGpes+K5/frX6fvV1cH/L//B/T3Gz/vpaRYY71MoegnnCCFTa8uuLkdo3b+wAFqs9hjMxVVTONQ9OKjzqXYYzOdgmUOuuWWW3DaaaehsrISNTU1qKysxOmnn47vfe97hfpIpsCYeWza9QqprpaT7HIWNtljs3xRB0EsbKaHohtNWlnYLBxmwqZ6H4ohbFZVyX7CbcLgueeSYKZp1GcZTZ7LKRR9+vTS5oacP18WF3zuOWveGeKaz5pF92rVKnORIxTKXHwPkMKuXY9NdaGW+9fc0Xts2i0e5MTisFhIP3Qo8708dIiqcwPAkiXuyaWn2qLXPJzGxqSXll4QCoWA970PGBoiQfmXv3SfqAkUT9jMFIp+wgnyNQubhcEsnQ+QOW3JZIRD0UuLeh1Z2EynIMPeyy+/HK2trRgcHMSSJUuwfPlyXHTRRdi8eTNuvPFGXHHFFYX4WKbAOCVsAjIcvZyFzUK6iKuiKU+8ig97bKbCoeilxagNOHCg+MImIMVBtwmDv/oViZo+Hz2zRjkay0nYLGUYukCE846NURGhbKjCphOIdslu8SD22MwfTZOTXrsem04Km1Yroz/7rKx87JYwdEC2V4D3xnpmFdEF110nF5vGxtwnagLFKx40dapciDp4MLX/EQtE4j3GeczS+QDssakn11B0fT/stYUat8DCZmYsC5t79+7FK6+8knW/X/3qV+jv70d3dzcSiQQ2b96M++67D5s2bUIikcBPf/pT9PX14de//nU+582UgEIIm6Oj6as4Xoarok8OuCp6KlZC0cvpOXcbZoPyUgib4nPcJAz29FBl7bo64IILgOuvNy5AU07CZqkqoqvYCUfXNOeFTeEFZSQGWA1F58lXbkxMyFQBRjk2VbFAj5Oh6FZzursxv6ZAjPe8NtbLJgg9+qhcbDp0KHtBsFJQrOJBPl9qe6UPRRdwjs3CYBaKDrDHph69I4MVNI1D0Z2Cc2xmxrKwOTw8jMbGRnzqU5/CvgwxJNqxJc9ly5YZvr9s2TJomobhcnPVmwSojdm+fbIjyEXYLNc8m0LYrKgorODFwmZpYY/NVKwIm+yxWTisVEUvtsfm6Kg7RCFRgEaERs+bR8KmUXVtr+fYTCTkAoIbPDYvuEC+VvMXGnHkiBTCnBI2xTUYH0+3RTGMrapKTxvj5fBft6BOvsT1nTmTBBygeDk2rXpsulnYFNfBa7aYyWOzp4fCz+vrqZ044QTjxaZSU6ziQYBsr/QemxyKXngyhaKzx2Yqan9pdVw/NiY94gUcDZEb7LGZGcvSy5IlS7B582Z0d3cjGAxixYoV+Na3vpW2X3NzM0455RQEg0EEg0EEAgHU1tZieHgYsVgM0WgU9fX1WLFihaNfhCk86gO0Z498nY/HJkDC5qJFuZ+XmxCNfKFXUVjYLC0sbKbCxYNKi5nHpppjsdjCpjgHdRGrFCQSwMqVwIYN9PfixfTbqACN1z02VY+IUhYOEpx4Igka8TjwzDN0rc3yfuorojuBvjK6OikVk9Y5c6TYJlD7V5585YZRWh6fj9qhffuKn2MTSC0gtH492WIoRGOo55+n7QsWAP/3f2Sr2XK4FguvemyaCZtisenaa4EnngD+8Q+yiw9+kLYD7glLL+ZYT80JbOaxycJmYbAais4em7nl2DSK2PLaQo1bYGEzM7ZzbLa2tmLz5s2YmJjAaaedhltvvTVtn2g0ik984hMYGBhAJBJBV1cXIpEIBgYGcP3112PTpk1cJd2DmAmbuTxYVsODvIYYzBcyZEV/fPaEKz4cip6KfqDDHpvFRQwQVTFL77FZrNBkt4mDq1YBb3mL/FsIm0B6ARq3nbtdVGHTDaHot98uheODB4EtW+R7PT0kLgnU6+2UCK8XNlXEZNVoKMoem/ljFi4nrreZx6amyWvuVFV0gSpsVlRID8EXXpCfOT5O20tZeEuPGO95zRbNhM1EQhYKUtvjt72NtquLTaWmWDk2Adl/j42lXrvjj5evORS9MFgRNqdOLWxRWK9QVQVUVtJrFjaLD1dFz0zOXXc4HMbGjRuxceNGnHbaabj77ruT782dOxddXV1IJBIYGBhAX18fBgYGkjk257IvtycxEzZz8QwxG2x6HSHeFLrzY4/N0iI65MrKdG+fyUhFhbR5ropefEQbMH26vA/798uB+ZQpxRuQq4JapnDTYvLqq/K1OpHWo/ZlXvSMUcVBN4SiV1QAg4NU+RiQ4b7CY0sVj4rhsSkYG5N9tZGwycWD8seskKK43gcOUB5OPer1LqTHZigk01H8+Me0bWgIePFF91Xn9qrHplkI76pV8vqq7fGrr6YvNpWaUoSiA7LNnDkztT30Yr/kBTIJm8K7nKULiRhPWnVYMBLkWdjMDfbYzExevkZ+vx8//elPEYvFcNNNN+Fb3/oWbrnlFlygJFa66KKL8j5Jxh1UV9NEJJFInbA6EYpeLhQrFJ2ropcW0SGzt6Zk2jRZDEwVKUSbwcJm4VA9nGbPpvtw4IAU3YsVhg640+vRqrDpxnO3gzrpdUMoeihEE/Q1a+jvp56isYMIQ1XFo2IKm9lyz6rtOvevuWGUYxNIvd4HDqSLBU57yGVaRBf2d/PNdC6aBnz1q+4SNYFUYVMU2/EC2aqiA+nCptsohccmINuo2bNlHuDRURY2C4WZsKlpLGwaMW0a9alWi4KysOkcLGxmxpFgi0AggLvuugtdXV247rrrcPnll+NVN/ZQTF74fMYPEYeiS0oRis4Tr+LjZKhcuSDaAb2wOW8e/eZQ9MKh5qRTq5KLyVExw5L1woUbsCpsqoVk3HLudnBbKDoAfPGLwMknk8D54x8bi5pAYYRNVSgwEzbZY7MwZPPYBIw9up32kMsWHfTRj1KfpWn0eZ/9bP6f6TTiOmiasZerWykHYbNYVdEBYycR0RaqFdMZ5zETNg8dks8cZ9CTiDbd6rieQ9Gdg4XNzDiaRSYYDGLTpk248cYbsXz58qwV1BnvYfQQ5euxWS6h6BMTsgPkUPTyRkx2WdiUqMKmmLD6fHJiKSaPjPOoQrtalVwMOkvlsem2UPTZs80n2AJx/l6cQLotFB0gj+13vIPagrEx+m3kEVcIYVMdr6j3Ux2WZhM2efKVG2Yem+r1NpoeOC1szpghPXCNqqL/5CfUn/t8NFm/4478P9Np1PGel+xRvd5m3m61tVK0e+WVQp+RfYoZim7U7om+W7TnnGOzMBg9V/v3c0V0M4SwaTUSiz02nUMVNgsdHepFbAub+/btw3e/+12sXLkSl19+OVauXInvfe97KQJmY2MjNm/ejIsuugjBYBCrV6929KSZ0uGEsLl+PfDb38pwGtVjU19QII1Egkoo3n8//XYiy7iNY65fT+doxG23ATt20Guuil7esMdmOqJtGB1N9RQUz4KmsfdTIVCvqwhF11NMTwO3eWweOgS88Qa9Xrw4exinmFyq556p3c/aZxURt4WiC3bskCG0hw4ZX8tiemyqglq2UHSefOVGrh6bTleh9vnkQro+Oqinh8ZtdXXABRcA73ynLCjkJtTr4KXxnhCFZswwv5c+n/Ta3LXLemhrsShmVXSrHpu8QOw8Zh6b2RbBJitqjk0r9sgem87BHpuZsSVsrl27FjU1NWhvb0ckEkFfXx8ikQhuvPFG1NTUpFVIFxXUa2pqcNppp+GWW25x9OSZ4uOEsFlRQdVSxaBHDDaNCgqk8PDDwNVXAx/8IPCJT9Dvq6+m7bli85hqJU2Vnh76EZNmrope3gghiXNsStTJqxCSZs1KbTM4z6bz6CdeRqJQMcOS3Zan0moYukCc/+HD0gM/U7vvpgrKbgxF7+kBnn5aikdNTcbXslQ5No0mq2r/yosxuaFOvsxybKreUIJC5DQUXtp798p1a/HsvuUtZJsAsHKlLCjkJnHT6x6b2bzk1Xb59dcLdTa5UUxh02gxSi9sahqPowqBmbDJHpvGqON9K4stRsLm+DiL9LnAwmZmLA/Hn3jiCbS1teGiiy5CJBLBwMAARkZGMDAwgLvuugsXXnghWltb8Y9//CPtf9vb27Fp0yZs3rw5rYI64y2cEDZFNcrt2ynv1vAwCZ1mubcAkND4mc+QR+WcOcBJJ9HvJ5+k7bmImzkcU5z7LbeQDvrYY3KA3NIiB8gcil7esMdmOmrbIK7P7NmpzwIPyJ1HLwRkCmcrBuUibALSA1KtoPyjH9FgXLT7bqqg7LZQdHGN3vte2TdedJGxeFRMYZM9NguPEx6bTgmbIh2KWggkkSA7POUUud8pp8hn3YlgIKfwosfm+Lh8pu0Im24LRy9m8SCjNlu0T2be54wzqPdZCJj6UHT22JSobbqVcb2ZzfLCoX3U682h6OlY9jfatGkTfD4fHnjgAcxRnu6LLroIF110EZqamlBTU4NNmzbhwgsvTPv/uXPn4tvf/jZaW1tx0003Ye7cuXjXu97lyJdgiodTOTZDIeCXvwQefxzYuZMGwZ/4hMkEMZEAvvc9Wv4Vo9BEgp7oRYtoiTccBs48U5Zg1rT0HzFSTSTIFecb3yDXskWLyNWyooJGDzNm0Gz4v/8beNvb0txxQiHgwQeBX/0KuPtu4OyzgeuvB97+dvobKLywyVXRSwtXRU/HqG1QQ9EB9i4uBHqPEiOhppjCpttC0fMVNsVwJxSibCVf/jLwgx8AJ57oLlETcF8ouhCPLrgA2LSJtu3YAfzbv8n3BW4tHsTCZm5YqYpejBybQHoBIb8fWLWK/v70p+V7Ynjppmca8OZCtnpv7Qibr71WkNPJmWIWDzJqs/U5NgFq50VRRsYZ1Ha+poYEzaNHgd275Xb22JSobbqVcb3a/1ZWymiYo0fZQcQu7LGZGcvT8sbGRmiahsbGRrS1taGhoSH53qZNm9DV1QWfz4fGxsaMxxEV1Blv4pSwCZBm+Ne/Sld008HkU08BL7wAzJ9Po6VXX02dEU1MAA88ALz73dZn8Pv3A889R8qUmA1WV5M4WlkJHH888Pzz9NkGQv1JJ5EWKjTSUAh46SX5Pntsli/6nIYMYbRyOHu2/ZVdxh56IaDUwqbbigfZFTbVyaVemD18mNr9kRHp3eUm3BaKLsSjXbvktqEh+l2MqujqeEW9Ntm8cFjYzB8nqqI77bEJ0LO7ZAm91jTpITh/vju8nI3wYii6lcJBAjdXRi9m8SAroeiANwvbuR29sCnahe3b5XYWNiVqm24lL666z5w5smiwV9ozN8HFgzJjWdhcsmQJ7rrrLqxYsQIDAwMp72nHlKlIJIJT1LgOpuwwGvjlumLwwguyoMCRIxSWZjhR3LOHRsnTpgGxWHqMUEWF/cokIrmH6o159CgJpzU19FlvvEGfbcDf/y7PfWyMzv2ii+T7hRY2KyvpszWNhc1iIxyCARY2Vcw8NjkUvbBYybFZTGFz+nTZNrnJY3PaNBIvspEplP755+WzPz6eoc8qEW4LRRccd5z00hAF9vSIc6+ocG6wbiYGZPPYVD3xOVQuN8zC5bJVRS9ETkO9sCnYs0fahZunLl5cyFYXD7J5bNbV0ThhdNTdoeilKB5kFIrOwqbzqPdZFBsDgG3b5GsWNiV2I7HUhUVV2OT+1T6ib506NXsxzMmIrUDK5uZmJBIJdHd3IxqNYnh4GLW1tWhoaMD1119fqHNkXISReJFLyFtPDzAwQAOaujrg4osp5xZgMFGcN4+e4CNH5FJFRYWcgY6N0axp6VJg4UL5vs8nQ8z123bsoKW4qVPpf8Uo7OBBGgUfOUKjSYN4j54ecuQU5/6mN9G5b9ki9ym0sOnz0emNjnpnoOsm1q8nczASJXp6SLwU3kZ61I6YQ9ElZsKmOiljYdN59DnASu2x6fPRfd+/v/TC5uioFNJOPtnaINBM2LztNmDrVmrzFywAPvaxDH1WiVAnD24IRRdUVJCovGNHaoV0FXGtZ81ybrCuCgWql0O2HJvssZk/6mTXbaHoAlVEc7Ow6cUcm6rHZjZh0+ej9vnll2lYPj7unrGVW4oHmeULdjP5jLOLjXqfVXtVhU3OsSmxGoklbEDtf4VAPDQE3HEH8PnPF+IMyxdxLTkM3Zicuo7W1lanz4PxCE6EoouCApdfTnV7AKpMedppJhPF88+nEPGBAXL58PlodLxkCc2QXn0V+Kd/Arq7rZenTSTo/558kpKlCWHz0CE65u7dFIJ+/vmG537KKVKwectbgHPOAb7/fWpwxOpzoWFhM3dElWMg1dbUgiBmFDM0yUsYtQ2zZ6eKFJxj03ncVjwIkMJmqUPRt26VHpZWhQujUPSeHhI2xWKWpgHXXEO27SZxU3jyVFYWPh+cXRYsIFHz0CG6rnqbVIVNp1DbJCOPzaoqY+9QFjbzx8xjUwjXmla84kGqUKEKbupitJuFTS96bNoJRQeksJlIULvtlvshrndVVeG9ozLl2PSix2Y+4+xio+bNV/umN96Qr9ljU2I1EkvYgNoXz5lDoubQEFdFzwUWNjNjWdjct28fYrGYYWGgfCnksRln0T9IwnPQDmo1SiFs7t0rO760apQVFcANN9DSnvCknDaNevfdu6m3+cIXrIua6jE/8xkaRVVWyjKOr7xCI2GDY4pzv+ceufK/bx+d+3PP0XageMIm4J2BrpsQtrZuHeVGragggf5Pf8peEET12GRhU2LmsSmShAPssVkI9EK7W4RNgJpTI++8YqHmazv5ZGv/Y+SxmUgA//IvwO9/L98bG8vQZ5UIcb4zZ7ovRElURQdoQqPapJq2wElhs6qK+smxMeOq6HPmGF8ntV3nULncMPPYVD26s4WiOyVsqqGlXvfY9IrQbsdjE0ivjO6W+yGudzEWisotx6Y6zhZ/q6KmGxYDBep9NuqDqquLM6/zClZD0cU9Xr2a+tu6OlrAGBqi11deWdjzLEdY2MyMZWGzq6sLN910EybUWapDFPLYjLPoH6QZM+xPoETowZNPym3CYdK0o7vkEuCqq4Dbb6cZihgRX3ghCZCXXGLvJMQxf/hDqrj+2GPUOvt8QH098NWvGh5TnPvPfy63Ca+Dt78d+Nvf6LUrhc1scSEPPQRceqk34kbyZf16hCoqgGtDuOEGEt9mzAC+9S0ghB5gvfl3LWZokpcwEzZVMbPowqaXYqFyRLXHczaux3FaBYDU7zt7Nor6fYVolUjQPS/VAMxu4SDAWNhctQp4+ul0YXPGjCJPzrLY8z+9kMDdc1e5KgxdsGCBfD00RBEagsOHpThsW9jMck3es5uuiZGwaSb4q2GwvHCYG2YemwCtRZt5dI+NAZfvWA/NV4HqamfabVVYU4XNXNqHgmNgz1Om0DU5Z99jqP3tW4GLV6X+jwv7MjXHphVPN1XIdFNldPH8OypsGrVZ69djiq8Cl+8EkEjgTwtWAZB99+KXEwBom1dC0cU4eyIUwle+Anz5y7TAeP31QOjh64GHAaxdm349VHsukm2beWwK5s5132JhKbFcFPSYDWydmcBrr1Wgd3comdInhB5M35AAFlW4rv3KmUzjEZGyce3a9Pcs2nkiIdskFjaNsR2Kvn///mSxIKfYY1KghXEfRsJmrqiDHXUQZEoiAZx7Ls02b76ZRkLnn2/PU1PPJZdQefYf/YhiDauqqPHJIJSOj6dOdsQkSd3mSmEzW1yIUS6A9etJ9H355fS4ERcOpi1z7Fp85GPA5ydCydpTIWSPkeEcm8aYCZsqjoaiWxEts9n8qad6XvhUhc2KqgrMjKzDZbuA++rkd5pzTw/QU7zvq6+M7gZh06oHkFmOTb0IUzTBS7VzvT0rdq6tW4fDo9fi8h3rMd9A3AZQUptWPTb1BYRsVUTXP/fqNQFSJ8Tr1qF6KrXlwsvp6FE5ETPLmcYem/lj5rEJSOHgwAEgcdt6VFTJ+zk2Bmi+ClwxtA7H/+8jwK630s5inKfvny3YtBAlNE0Km5omQ9FLXhE9yzNeP5DA1H2P4R27I4g/A2A95P76uF6X9Ft2PTZVj3o3FRAS7Xzei9jZ2vFHH4XvkUfw4a3Az09cnfy32Xf3AHesw5RGafNe8dgU3/OtbwX27aNx9r59x8bZjzxC+/T0pLfhwp6vv572W706/dgO27kYR5lFvXB+zVQsFwU9dm+XHT0Nl4y9jKpK4P6qEELowRVD6zA1ehpwn8H80u2YzT8qKoA1a4CHH04VMHt0Np9jbgb1WrOwaYytabmmafBb6aGYsqVkwqamUcywz0e5Na+6KvcP1lNRAbz3vcDdd9PfL7yQcXd9QQwx4VUbHFcKm2pcSCJBSU5vuw3o7aXqTeeeCwwPA//xH9QgB4NANEr5Apqb3Z8kxw7Hvsuur/0UPz3wJxzyzcLuIydgaM3DqFudOUaGPTaNMcpVN2tWqjCgJhDPm0yi5a23Au97H/DmNwNnnQV8/evAL35B+XR37qRn/IoraMb1k5/QSX7846nH8Ih9q/b4+jtDqLgEePfn12HqxCH8fd678da996KyZ4P8LkVIeqV6PBw4YK0aeSEQwmZVVarHYCbMQv70YbNFEzaN7Lyri362bKGLe/gwJt5zJZ567G04P/4XXDJ4O9ADV7XZeo9NFVNh02jyIK7HI48Ab30rVXHatQv40peogXnnOylFzf/9H3DttXjikRDwMr2lz+to5rHpxdBft5FpPCREAk0DRo9WYPod0r6PHgXuO+GjeNOe/8P59/8c2Po3Ur2iUepkvvzlVM8uCzZdWUmfuXevFDbfeEN6vi1ZkueXzRezZ/z224EtWxCo8GPh8Bt4Y8pCLPjr74DND9I+fX2USknE9bqo37IrbC5aRPdpYiJ1QarUqIJXXujvcSIBfPe7QGcnGeaCBcDevZgxUYm6w1swY3wf3hG/B1V30P08enEI6Kd/94ywecyWfavXYcUo8IcpV+Mj23+MPV/+Jea9bzkZyZe/TKuOVVUy/dd73gM88wzwwAPGrrIFsPNsoeicXzMVVQvIKGwes4GFbf8D38Rh3Hjoa7jy9bsxNzGCrf7TceorLwOfcVleAisYtdljYzS4OXgQ+N3vgMsuA046Sc45li+njuiHPwT++Eeag4tE7WpuhgyivTqHYmHTGMvCZiAQQGNjYyHPhfEATgqb6gqYOggyZPt2OQo9/fTcP9SMU06hL3PoEPDssxl31Q8qxIQ3k4dCIRD9/fi4dDbN6oj1L/8CPP440N5OgwhNI1eaZ56hH4B69WeeoeugaTT7u+ceYPNm4IMfpA/65S/dlyRHTyaPvm9/G6/d9VdM7Ijjion/Ayp8ODpRhW7tO1iEkJGvUxJ1ossemxIzj021I3bUY1MV6rdvp3vd309C/Lx5wB/+QD8AzUr++lfptlNXR7HFADU+N9wA/PSnNKCuqaFFDrfb9zH0OTZ914Sw+ZvP4xNbvoRPbPkSKnwagAXAr39NM8zqauArX6FJ8Te/CTz4oONJr8y8HovJxATN+QHSsysrrf2f6zw2VTt/4w364FdeITFvypRkxTpt40Z88cWN0FCB6llHgf/8TxL/PvpRGlTfeWdJbTonj02jyUMoRLZ7550kdv3mN/T9hGL1wAPA/fcD738/0NyMGVHaPD5Obbd6H828cNR2nT02c0NMdquq0p89VVDe854QTpwOus8vvohTB/34cTSCEw+/jPE5c1H52mvA66/LzuMHP5CDLhvtdE0N6UfxOHUBRc+vmWk8ApA3/S23UI6mRIIWLXbvBqZMwQzfCOKVdYhPmY95MxKYtnuI2oFf/pIWoN/5TtclLxRj+qlTjRc99VRVUTv96qt0u0XARalxTNjUt+PPP0+/j91jHDgA1NVh7BDQvO37uHrbD7Fn5knAjf8OhEKYuVMeyjPCJoAe7aPYf/glfGO0A51jn0elT8Mbh+pw9P5nqU+YMQN46ikam4ln/De/keO0igrgpptIKPrGN4C//70gdq4WiWJhMzvqHDfbuP62sY/gwqM/xKm+7ZjqG8OJh17DAW0GTjo6iENLL8dsL0ZMiXO+5RYaj4g5xo4dZLczZwIbNwKbNklbfukl+p8DB8jGe3tp+9e/njzew9f34LRH1pGDjY6entRiVlba1cmI5Wn5Bz7wAXzgAx8o5LkwHsBJYbOykga4+/db8Nh8+WX5uhDCZkUFVV6PRuVg4/jjDXfVDyrERKlUoegAcOoj6/Ho4xXoQSjNSWfbmh40XbALGK4A7ruPeqHxcVnVQ51xAvT3rl3Uqfh8wBln0CrUM8/Q6uqMGTTAcMHgOSP6SbGm0aDoK1/B6CN/h4Y6VC2qA14Zgg8aqn3jOLXlIvw4S5VjLh5kjFlVdFW0cDzHZihEM6HOTvpbDCCMbHrnTmObF69ffpkmzWNjlJ7iox9N/zy3DbbWr8dxz8mw4+pqAH/6E87e9zdUJ0bhg4aJqmnACSdQIysa2unTKWHk/ffT8+3wJMENwub27fJZtSNcmJ17yTw2AWDFCho8f+MbUpyfMoV+jtnzxLHJhQ8J+KqrganTgEiEBs8AJYGurydv5urqoqdfqK2ljz161IawqYoBr75KDUokQpX65swBBgeBWIyux8knpz7jr70GfOxjuGrrqThh5Ezct+BjOHQodayx9DnjfMrssZk/YrJrNPl60/PrUTFUgfvqQjR++uhHyU5//GOcf2gME+Madk5bjJoldZgae5Lu6dSp1I698grlQNc08oC5+GJL51NTQ/86OkprAUUXNs0iDG67jVIhnXwyRczcdlv6Mz7hw3Al9VMH552MOYd3yQHgSy8BF1xAnkE33OCacZl4zuwIQiefTI+5aCMWLSrMudnB0eJBYhx6001kiAbt+MH9wKyDOzElcQgLD7wELFwIIHWudebfM+eBLzomov2vv7cFZ3zzX7FwbAum+mg8UlHpw9ST67DjmNd+nTrfEBMn/TgtkaBF6wceAAIBKvrqsJ2LsYJZKDoLm6lYzbHZ0wM88r9P4pyps4AxHxKVU+BLjMHnq8Cc8WFo9/8O+OIXgXBYroC5yPM8Ix/5CC2w/v73qU4Twm53HluNMJpziPd27CDv/AULgO3bcf7vw3jIdylGdA42Yi5/wXkJ/O5Yrl322DSG/Y0YWzgpbAIyiXxWYfPFF+VrteqAk5x9NgmbAE2c3v52w93MhM1ShaIDwLI3V+D0x9dh3Rokxc2e2zUk/vNr+Mz+2zDryZnAzmMN69AQNcBz59JBzjoLuPpq8nKbN49KgwO0z969NNo880zgrrtogHHokDcqKqiT4mefJbH68ceBoSEcnluHqXPr4K/cj5HKOZg5sQ8+aPjnp7+Nw9fembHKMYeiG2MWim45F4+CqXPL+vV45LEKbH5riMb0r74qK3aJmfSZZ9KMSP3ZuJFc+KZOpVltYyN5uuzYQQrYjh1k30Lw//vfgXe/m2xHxNC6cbBVUYEFf1yHy45STs0TB34DPPp9LNz/Iqq1MRysnIOJKbMw0+cjUSAep5sgBlaHD9N1cXiSoA9FLwW5VEQHqEmsqiJTUNv6gntsmhl9NAr827+RR6IYPI+P05eqq6MTufRS7JlzJgb+dwvqjmxB7ZRX08X8eJxyU8fj9GVefZX+FhURCmzfYmz/+uuyCxIfLWzk8h3rcdbGCuCjyjX44AcpbOvb36a/p0yRk4cnn6SDzJ0LNDXRc3vwILBtWzLe/ZzNz+Cs/Ycwc2IvDh36bPI+XjbUg3N2rgOWp39fFjbzR7T1RmOhaTMohyZAufdw991kk2NjqBwfw1FMxaPzrkTT6YeAKaM04Y3HSdTYvZvaLJ8P2LMHuO46SjkycyY9Ex/7WPoH9vTg7a8k8MSxCWE8LvNrAkUSNtXxiKYBF11Eudj6+mgRfe9e+r19O70vxPp583BkP3D/kQ/j3gUfx9dO/zkWzDlEIujQEF3oKVPowaqvL8IXyY4YOgLWwtAFixdTajqAmqdSC5uiqQUcLB70jndIUTORoHnH7Nk0rr7kEuw8sA+z39iCuYlRVCfGyG66uzHj3e8FQO3WRfvXASvdNQ5JEe337QNuuw3v+l43po/uwKHEdPig4UjFTFRMm4q6S0/H0/4WvDq7DlfVPkT/V1lJi1GJBK2CHTxIv+fMoeOLilKvvEIeyip5LshpWvZQdM6xmYrVcX0iAXzspAdQ9xI5kIxXT8OUicOoTozhaMUUaL5KWmx99FHgv/6L+m4XeZ5n5PbbZdFhTZPVJE89laJIxJzjyBGaT7zlLdR//eY3FAEpeOop4EMfAiorMffMM/HmHc/g1jU9ci5/TNS8FuswdsG1yZQULGwa4wJHf8ZL6B+kfB8ssQp28GCWkC/VY/OMM/L7UDPOOUe+zhCObpRjU9OKH4qufsbBD4RQt/paXIt1eO6GWxHy/xbnf/oSfGj3DzBr/ky5WjQ8TBf6q1+lAcLNN1NIzPbtNNB+8EEZsvjgg8C//zsNKCYmZOERTQO+/30qKuR2QiHKHdrdTeH0Q0NAXR38y5ei7t0XYXzaLPxs8c14YfabMDylDlP/ch9CE+syjo+4eJAx+ragupoGiargaTUUXYyTe3pStz/yGBXHOfWxHrLljg7y2hodpRHUiSdSuoUf/YgSzodCNFD605+AT3yCJpGtrbT6v3s35dW8+WaaGJ99Nk0sp0yhL/O3v1EOnHvuoQFMqQdb69enX5BQCK+881pc8+o38YPoxaj/3feBF1/E7MO78fysN+Gqt72BB975DXpm3/1u4N57SSSqr5fK0shI+nHzRF88qBTkWvHY55PnX1SPTb3RHzwIfO97wDXX0CBZnMDMmTQJvOQS4M9/BtragIcewtGDR/HzxV/C985Yi/4v3Euh2IsXUw7OykqZ2FKkI/jv/ya7v+02+imCfYtuaHQ0dTFTXGfNV4HAQ8o12LED+PSngSeekBe8ooJyV512GvVJF11EjUxfH/Cv/0opJr76VRIKhoZwZG4djlTOwKpXvooZN3wS+0fGcdkQFS7Yfpnx9+XiQfmTyWNz9xUh/LHuWlwxtA7+df+PPFZefBEYG8OBuYvw0uwGzB4fxozBp4FPfpLUrhtvJO/EefNI8aqokDb9t7/RuOVLX6L2XC1wekywnzFTTndGRlI9NotWET0UonQnHR0kcP3xj9TniAdj3z7guOPox+ejZ/yRR7DnA61YvutOfP6lT9Hzcf31NEa98kpZJlfTqC144okifRlz9u2Tt8COsOm2yuj6NC+O8J3v0MUZG6PG5aKLyBPxX/8ViERwxit/wrpTvoZbl3wTB2ccT+OU1lZUbrgT73njdlwxtA5/WeIy0ScUor5j3Trgs58lT7auLvgP78CUudOBxAR+s/BTWPGW13Hvsv8EXnoJTedsx1UnR8kDX/Q7lZV0oT/9aXpGhodJxPzwh6khGRujdn3FCpnrQCzI5ZG3YGJC2mt1NQ3/9Idjj81UrI7rV31kHG96+WeoHRvCoYqZ2Fd3Ol57RwivzDwHu6afjBk4TBf8hReAlhZ6Prwgam7aBNxxh1ylPfNMiiZdtIgcBh54QM45rr+ext5bttBg57XXKA3UQw8Bl15Kdj06SoZYVYX51SP4t+1fwr5P3ohzTh1Nipp1q6/FUJO8LixsGsPTcsYW+gdJLbSQC2pnsW8fLdClIQoHARRPZLiTA5x1lnz93HOmu+k9NsfHaUGmlKHoY2MAQiFM3z2Gz994M6ZiFBU+DVNPP+bZsmABTQiefDI1XEn1InjkEVn9XH3/kUdo8NHSQrk5b76ZGvN/+zcq0GC1Kkcp2L6dvpNYUZs1iwojDQ4C69dj53s+jv97KIR5YztQHR/FfD9Q9aMf0QDLpGMtyGC3DNC3DcJrz2rIiopqlhMT5GD55z8D614O4RstwMUv3gp8YB3Z4Wuv0Y347nfpodBXG9ULNurBBevWkedPKAR87WvA//4vfaHXXyfxc86c1KIVpcAolHHXLsx7og/Hj27F/NGt8D0HJBJj2HrSW/DZJX8BfD4Mvi0ELACG1qzDyw/TXBnPPCO93mbNMg6RzAM3hKLnUhFdMGsWzZuKmmNTtcvXX6dcsc88QzY+fTq1Se9+N7Vpp51G7ZpSXdP//XW47DB57p79xM+BF35LC1OhEB3zRz+iPuDgwdT0C1/8Ij2s//mfBbdvfQEhIXqI63xfXQjNlwC169aRQPn889RWv/YadaqnnkqDhsOH6dw//Wn6xzVrUj/os5+l/b7/fUw9dADbptD3XfSHDbj4gT6cMHYy/lh3Ld5ylfH3VResvBCc4EZEW28kbM6ZQ/caAD4f+RJwZIQu9JvehLVXP4rTv9eKd+yOYPzSFuOqs+3t5GL1/e+T0DFjhrTp//1fWpT96ldpUWv9euDaa7GrMgTcQrsMD8v2oa6uiBPEJ5+kcxNCpM9HjdMll9C2Bx8EGhrItt/5zuQzfuDqELb+9BG8Y3cErwVasFD0bVu2UBh/fz9d8G3byGvtrrsK5wBgAbuFgwRuq4yuems74rHZ0wP89rfS4K64InmPH34YOG/vMUHN58OvTvwcTj13Gq74+9eR2LkbE9dej49VzsPPT7wJjy8M4XoHTsdRmpvJ7u64I2W8nZgxG2vn3IB7F1wHAPjzSSF85O2QbbaoeL5uXerra6+lH7Hft79Nxx4YIA+3D3yABM+f/SxvIUzvrCAWN9XFTPbYTMXyuP7rX0f11ldwsGI6JiqmYMs7r0P8/SE8fSMtLr5xzmlY8OrfqP2bMoUWMy+7rODnnxd79pAwuWMHDWRWrqQc/T09qXatn3MYvfehD9Gi3o4dJG4ec74ZfQP4yP5bcHXsF9g1px51/0Pzk8N/kafBOTaNYWGTsUUhQtEF8biJZrlzp/TYfPObZfyaINcwBH3o39y55PG1dSsNMG+9lcQOHUaJu/fvL20ouph8Pf448GZQLhtN8+G5ky/H2V9upuqxPT3AsmXpAwDx90MPpQ8Qenro2re00DGuvpoGFXfdRSPPa64hbzg3KnyaRmLXq6/S6/nzKV+RyMl27bXYujgEPAREa5bjovgDODK3DtNPqUWmWHT22DRG38kKcSuXUHRAmuGXvkRafF0dpaa6uLkZ+Jefk+A+NkaN0re+RaujAiHUJRLGg17x98MPU0iIus9//ifZSThMbmVTptAI9+9/B666isShUqAvPjA6CvzsZ1jwynYMTTsZNWM7MQ1H8EbVCVj9toeAY3kMZ8+m9BTbAHzg5WPf91OfonCYkREyaCF+qZ+TB24SNn0+atbtIM7/4EGpPxSleFAoRAe+6SayXVG8be5cEiA1TfZZQrQ/9n+vPgX4fp/AZUM9OO2NdcCNik1fey0Jo+vWkTfNkiUkhnR10efs30/t4vh4QRs1IWxevmM9ErdXAGvo/FQbmfPGFhrk33KLLChRVUULC1/8Inlci4W2UIj6cXVCLK7jxz5Gwv6fD+Pvj47jkt2/wsKJnajePwzflJNwX10Il5tMVtljMz8SCSkKGU2+xKLXxtrLURX7FJAYo1XyBx7A0f8HPDvnrQCApldflt67qvCRSNDYrLqavI3f9CbybBM8+yx5dU2dSvby0Y/C/3/y7ZdekrUoixKGDtD46r/+ixYtRNji8ceTIFRdTd/v4x+n73bxxSnP+LwdwO+PXZOpJ78V5+gX7Nato+JwmzfTIsCHPkSRBnZycDiI6o1tN8em0MTcUBnd0bRDPT00p5g7lw584onkZXzHHcC6dThBOxU/mbuanHV3JwCfDy+/qw2z5s9Aw62fQjU0TJ84gGXDf8KO188DcEmeJ+Qgu3fTs3nwoLyBxx0HfPazGDowF/feJ8cUBw+CbFbkHBBtuH6cplaPuvhi8nq76iryeH72WXqenn6axvh5jlmMBGy9sMkem6lYHtc/8wyO1NTh4BsaHjx+Bea8O4QZ1XJh6/JgAgvOrqXx6NGj5Mnw8Y9T4U/9XN8NTExQsZ8XXiAR8m1vA37yE3pP2PUjj6T/n97mATmG++pX6e/77yfhfnwcOxJ1OAk7MQMHMWfsDQpLB1dFtwJPyxlbTJ0q+y3AuVB0IEOeTSFqDg2llgQD8ssLZuQBdfbZ5GI+NJQ6UFYwEjb37StdVXSA5sKR729D8A//D5U+mvxum16P37wWxKbYxQhdjMzCbyhkPDgwEoba28mLZmCAvId+/GPgc59z6mvljl6ovvde+hkaIsX8hhtolqVMCA7/kXZ9fvabcKhyNsYn9tMNXrnS9GMcX8UvE3w+snvxHAhxKBePTUFzM/D5z1N7c+AAEPqX/cAN7VJVmjoVOP98CuMSiPufbbEjFKJ9Lrkk3favv57yct53H33wxAQNpD/1KVp1LVUus1CIBlRKEZnDc+swvrcK+6rnAWcsROJIBU76cw+e8IeSaQhfegm4dnUIpycSQMWx77t9O32/I0eACy8k4StTclkblDoUXZ0YL1hg/zkVkQiaRgPJGTMKGIputMAmRM2KCrLPyy83F+eP3bPNbwnhTwMkGu7852txXKb93/UuWsALBMjr69AhEoiEgKiWsXawoJBwqtN8FZj3m3XAWXReBw4Aiw69jM+8/FkcF/0rsLBOipqJBE1erz/mo/RWEniSHqv681JtOBTC9pnAPa8Ap+0fwHn7n4AGH2aNx3HZUA9mzzaeEPt8dAkmJjjHZi5kGwuJcd+K174jC6gsWABs2ICjR0N4YMEq/GnBKlzyLz2YJu5npgWqRII8uv7+dykWifxADz0EXHYZzq1/J4AvAUiN1m4acrgQi1Gu3N/8hgrTvfACreC/611ULOmuu2g8cuqpGb9f1c4E/nTsmvzzRcBlifWp+197LXmvtbdTm75jB3Wev/89LeiqFKEAXq4em1OnUhuxYwfps2oe3lLgaHSOaHcffJD+fve76csdu4enJxJYVBHCt78NaD6gDsCTT/lw4FHgzJPPwnGHXkdFfAwnHn4JH3z+K9A6/xm+z3y69OrG5s20ELdnD421KyrInqdPB+bOxYvnhID75O7J+dPatXKj3haFXYtFK/H38ccDv/wlLWSIgzmwMmF0n9U84QB7bOpRzc50XH/kCHDoEA7PqcPWQ7PRc8pXsHq21KvvqwthuXbMeea//otsYutW8tBpb6ewdIFbCneuW0fOPZpGkTM//3lqI7V2rTxXParNm0WT9fRgaM06bD1Ug8U+Db4KHxZoOxD/xv+gB59NsctSP/puhYVNxhY+HwkVYtXASY9NU2HzxRfljOivf6WV+DPPpMblySdpUv7qq9Qw+nypP6IFrahIf0+48nzjG+S98vGPk3foMVdwsyJFRh5Ix/LeJymGsHnewHocOlZZtLcXeMf3PomF2nbsmlaHZ+e8BdNnVeJapBYUso1RJzJzJq0w/eu/0qzvnntIXNIn9C42qlD9nveQq58I46ypIcPVhSEfPjaxTVRU4Un/21E/8XuaDD32GFVcNYA9Ns2ZPl1OakUHXFVFtyaRsJ5jU0wO1x8IJSc3s46O4OX3fhGn7XqMZk7Tp1NOm+rqlJBcANZX8M0GScJT+etfJ2Hpgx+U6TA+/WkSf4TAUiiMJsgbN9KPCGWcORND9W/D2FMv4q6F1+OK20K46OkeXLd6Hfa+Bty1M4Q33qD0dHQY5fsuW0aTYHHc1lbHTr3UHpu7dklby2Xeoz//GTMK6LGptlsf/nBqDraqKmpvzexZ2S4mjH9asArv+BeTz9J7CnzmM5SD+P3vp76vu5sUvf/4DzovhwsKiW78vroQLlwAvHvdOiAeR/De/Vj5DOXh0pYc22naNGq3p0xJ7VBXraIfo8mDwXWaMYMKbgQOPI0jNXV4o6oOrx08AVcMrcP8PwI4zTwcnYXN3FDbeTOPzcuGenDpG79GfO5iHH9uHeUbWbcOZ88BHjhWD3bimhCQzUFevedvfjONFx99lPr+gweTeThP/Nt38F/Vf8UPT/sfvPDCKQDoHC4cXge808FCLOrz/NGP0us77qDz2r2bcirecw8ZmDoeucTEAy8UwuhWAMc8To8ehXG/NXUqRS4cPkyeQS+/TPmm//AHqS4WqQCeOpa3I2wC5LW5YwettbzxBmlZpcLRRexVq8gJQLBsmXx9zA5CkKn7du4E3vJyD66dvQ7Hfe2zwFVXIRb8KBa/+hAAIPGH/0Pl3b+mPKs33ZT+ecUQgv72N5oLHDlCz9nwMPUd//7vSVubfqb4ZoQaBZEVo3N/5BHKYyg8nz/3OZq/5RFJo95nMabXFxBij81U1OfBdFz/2GPA6CjGJ4An/W9HoqIKs2fLsdNlQz1YvGsd0HFM3Hv9deCHP6Sx/bp1tPD6qU+5p3Dn3/5GQiZA2sEPfmBsGFbmHybRZD0IoWbvI7ig4mG8NutszBkfxvHHAR+P/zd+uMaP195B+1821IOT/5wAmlbl+aXKD56WM7aZPr3Iwqbw2Dz+eBrt9PVRR6ZpNFOKxylRb65UVQG/+x2tbs+bJ3PPPfcc5XHRIUKYVPQem8Xw5KuslpVF3/KnQTQceQRj8+twKD4biw4P4i+LrsM7P3sJrj2WW8/R/GmnnkoDiu9+l/7+zndo20knOfcZdhHf75ZbaFX3yBEy1mnTKOeaPt9JIpGy0jhQ04Qr9/6e/ujrMxU2uSq6OdOnS28NMTAUiyGHDtnw2KyowNCadXhjHKirC+HM2l345OYbMGXTJhwdfw3VUypoQH3DDWkhuXljtJL6xz+SB0w0Sn/ffDMJ+x/4QOFcSvQe5c8+S4Lqs8/SyLC2FqipwQkvP4qfLlyN++pCeF817VsVA675Jv3vk7NMFjWWLpWvHRY2S10VXc3Plks0pl7YPO649O/hmLCpihu//CX1d9Onk4vI5Zen5dI0Q40k+P/snXeYXGXZ/z/POdNn+2azJWXTC2VZentXeYWgr4IUKfoqKx1UEAwdFRCQJgEhNhAMRsUCSJFXkQ6RHgNZCKQnm7abbC/TZ87z++OeMzM7O1uzCcEf93XttVPOnHKf77nbc5dBe1/nwvfjj0uZ344dUlblcEgG3W9/O6aN/O3AJsCLE+r5n5nr4IYbOCIIiYSm3VXBpKJCiIYlM/qb3xz4+R7mOU1dspiK5kU8NeFC6l1/ItERRyuDZyrO4spHF0Fh7n25XKLTPy1FHzkN1Zan5OnFfKFpEZ3OMtxeH2Vut2ToTJpE7Q8XcaxPgt8jtqNsrHz3uxJU/P73JRO5uBirvIKajUu47f0v8s+KM+l2FHPMjoeJXD3Ggyrsff3mN9KD3F4s7+yUqbivvNJXZ2RlXueiXG2HcpLfD3fcIQsWS5eKDXviiXIejz662wbgjTZjE2Qh6q235HVj48cb2Mzk9ZjY9O+8I/+Vkl6qOeiss6Rt5GmRxXwlvoiKW9L36y9fe4K9H7qC/2lehG4CTKRlzvr1IrftTPvdEQiys5C1Fnx3d0t/8gsvlO+T5zzhxkUcm1F6nFkFMWKyr2v+fKk0+POfRdmfccZOlS5nyvjMUvRM+jSw2ZccDvmzZ0zkpBdeACARh2VF4k/l5aUXiZW2WHPkWZTb8ujGG8W+ffFFsYGeeUb+j7EdMirasUP6atp03nl9Bw6PlAZYcJi6ZDEzC9fw91nX0NYU4bwN12LpceSN83J++F4eXwGTW+ALzYtwuT/mQO8eSp8GNj+lYZOdQOTzycIcpJXTaBcHhwxs2oODtJbSyYkT07XwSvX1lEZLFRVifGotS8R2puYAk9GH6rHpcu2e8pnN/13P5tfhf5p+w+yeLbgnVxDpAacV5YkJF/FyaT3frZeSlooxKjHtQ1/8omTNPvusWCrXXy/G1e5IV82VzWYHujdtEiXk8Yihl2soRvJ96Dfpj9b796UnUga0iAHa2ZnTKs+1uvspCWWWRmQahm73yAKbdk/IM61FFMc72GfN68yKNDA+volowuTdL9/IIZddKhtnDwPaWeMn10pqcbE4h1/7mjiLWsuQii1bxInMLN0dK8q8rh07pIStoUGyfvbdVxzXCy7Aeirdz8cOtC+ZWs+aSqgwLFZ5BoiLFRWlh9CsXSv9NouLx+TUXS45l1js4ylFz5yoOxYZm7mCs2PaY9Me0vbb36aFykUXSdb5MAP3ww5s5sL3wQdL4OOUUwQHP/mJnMcxx8iCVSg0JnVPhYUilsNhUKtWQjQZwdCahHKwrPgYJvveh4u+PfCwrxE+3y6nxeMVZ/FsRT1fcryPo3U5JdEmlo3/AsbZDBhQsm/DpxmbI6ehMjbdTot/lZ3If7U+gZlAsoadTqiv562HQW2UezKihcNcAftbbpGs/rvuwvS5aXdVUBpt4mubbiNo5rNoyo1875IxdJY7O6WMcu1aMZKXL0/bq+eeC/fem/t3Q2A6M6g2JB6LimTB2R6stXy5tFiaOnW3BQcyA5sjDQhlTqhvbOy7/ra7aUxL0Vta0itus2cPWNvc0CCLcRWdFs96z2JFsrcegD9P8asZd7LDM4lzxz2Jw53sCfbIIxLoW7xYFuV3ZQDbsmRQyiOPpD+bPRuOP77/TIL6el7/E6j1fWVsIDCKwGb2893dLcP1QJ65Sy4Z+PkagnLd50wbwOH4tOw3F3k8YhvltOt7eqQ1CNDrLmV9Xg0gsLe3/2flmZQdCv+V+bsHH5SWDRs2SOb5e+/Bddd9vEHNeFyCrrYxe8QRUjm6C6juSAvqzuKVF+rZpGBSaDUntz8A/gpKJ3g4PPYK0eb1PFNxFl8+5WPkyR5Mn7rln9KwyU4gyiwj8Pl2bnEwM26UM7DZ2ipW0rZton22b5cggj3x8StfEWdM6/5/tsNi9ysb6PvHH5f9t7TI5+vWSQo8SN+YrBKHXE5ud3fftn+7g1wuWQXdt/NV9u5aDkGFiY9HJl4tq6PR5KC5XaUQlJKSk9WrxWDbsEGmlF511a45XiZlZ7PZx372WQGS3Wpg2jS44IIBd5PZiBmlWDXxaOaE/iTYeOUVKfPJoszV3U8zNvvSQIFN27kdbim6ZcGEa+pRjRZfv+lqHDqKoTTO6iqWHXYJHx19EYdk/mAYWS/DpoFWZ9xueOyxdGkhSNbC1q2SPTpoNGmUdMYZ0sv21lvFGoxGxUl96y15Bn79a97qWcwX/inPgtNZz+LFyV78N9fnmjHTlw45JJ0R/847YzqNMj9ffPuPI2Mzc/BEpqM8XMq8lb29/ftrwi4YHjRjhnhQLpc8PNdKP8DhYnvYgc2B8H344ZIBc8IJcqx4XGpCv/99Oa/aWjjsMCn3Hek0piTZa5G9q7Zywoqr0aWNKK3pcRbT7JiI3wyjzj57yH6iI6HQaWfyrFRv0lSxP5XLlwOwb/xd1DcH1o22bP80sDlyytSruewh4+wz6bjv/6BVyv3Zf//Ud6/PqGdFUk+MSL8ONCjuzDPBMDAiEf7483wuXHERJgl8iR6KitXOTZbVWlZRXntNyi7tRS8Qu3HLFnk9ffqogy4wgoxNm8rLJbh58cViM3d1pYfE7Qba2VJ0mz7uAUJjWp2zdGn69SGH5NzE1t3z50N9/Zn9dLct1/868RKOvuc77PXv36VtkaVLZcGzoiKz98zYUiQiWWv2EBSQNj3nnz9gNsf/ldazJdT3s0BgFJm42c93QYGU4F9xhbx/8UXxQ0axkpnrPmdWnRQU7JlzbD5ucrvFPspp17/6aspZWjXhc+iotIXLz5e1U5v66deiIilH//KX04MN33lH2mrknC68G+iBB9KJTuXlgrtdBYikfRZJth65b9odfDb/XSq3/Ru2b6fc1cGvK67i2Yp6Tv802J6TPg1sfkrDJlufXHutCKeKClkc/Oc/R7842C9jMzsTb80a8Y7toGNbm5zA97+f9tgLCkavxBcvlmDYtdeKAbhokVhTH30kWQQfftiv99FAGZu2cN+dgc0DOl5gQngdIFkBXcVTeLbym33OdZeWxXs8EtS58EIJvDzzjPTb/J//2YUHpW+510sviXOxbVu6p2ZhoUQ07D5xA+Aje6Xx/fFHc0Ljn+TNCy/kDGx+okvRc2W62rQTPZns3eYKbC5eLK1zHI6sQPIgZJ/CRw/OolBHUWgihpe8t97i0JISDs31o93htCklvXgnTpSstnhcHIrvfEeGV4wmg3yge9LcLIzYuDG9GJOfL0HNDOC9V1MviUHa4qmnJNaa3Y8cBghuHnxwumfQGAc28/I+vsDmWJei58o6HfPA5ubN6XT/wsK+cmsY2B52YHMwWr9eFoNaWiSaa/ebtnG+dCn87GfS4+yww+SvpmZESmZqcSdHrLuSiYFV6Egz6rBDuND5NIes+yMndCxiwGm/o3y+MzODNo/bn7LEQwDMDb8LfH7A330a2Bw9DZWxCTb/k75vbW3qc5vf9gCnYdNQg+KAwt8sZrtnCpXh9Sg0J6+5Dd6cJTgeLsXjMo359dflb9u23Nt1d0sGfEWFPB/DaCcxEI04sAli/0ycmM5E6OzcqXMYCe1MKXp2xubHSWNq6yWz14C+/TWTNNAsEUjr7ky5How6ZONDDpFg4zPPyCrBtm0ipz/3ubFtDWX3z1y5Ut4bhiQ2HHfcgD/RWtyqbMrlQw1JuZ7vgw6SxJZHH5X3N98sVWMjvFmZyQpLl8q9yLQBbD91p9qW7iLb++MkW7bntOuTZegADeM+B0kxmZfX9/bk1K/r1kmG+caNgulXXpHWT7ffPrqV6p2h11+XBV8QJ+aGG/pPltoFlJLzSvHy6b/kaz89FLTG172dt6d/Afg0i3ggMkbzo9NOOw3TNDFNk29nTqP9lP7jqb5ebNDmZqlwyXaiR0r9Apt2Jt7ixfLhSy+JwxcMiodZVyfK1T6Zs87qu/1IKNOS+OY3pV/fSSelm4iuWCElDlm/2X/5Q/12lVmKvrsCm6Wb3+Nrm26jJNosFsTEicSUk2Ob07wYlQExUqquhssvT7//6U/FQd7VVF8vfeCeeELGnDY3SzO8qiopG3jllSHxka2QNxjT04rz/fdzWmWf6OFB2c+XTfazYIxKJaR2a8/XATFg7N3ahkwkkk5oGQ6VLbodhUajaHdVSh/cMaSHHhpYdNjZEznp2GNhwYK0gdPYKE3OP/xw5CeRfU+0lp6/n/+8BDG7u+WzSZMkI+Mvf+nz81hMMrf/WXkmSg08XPess3IkvO29d9o6Wrp0ZDdnCLIdg2AwmZW1m8hOogLJChlNL6/swOYuz9hcvBieekqCIPvtJw7OCPVapqzfqf5lF18sDsVPfiI7qqzsP1l561bJXr7iCsms+P735fx37Oi7XfYDFgpx0ttXM7N3GeXhTcSKytCPPkZX0MmzFfW8tddO6PMBKDMYsMEzl6iWKNH07ncHxbst2z/tsTlyGqrHJlozvfc9AELagzVzduor29Ed8wXZxYs5etMi/jrxu9wz8+e0uyooCjbJouzWrYP/trdXMsJuvllsxPnzJZiSHdScMgW+/nWYN08W3K+/XrI5d8ZOpW+Ad9hyZ/Fiyfa3Zcq0aWP+bA1EdmDT4Ri5LMrLSxdJ7UmBzZ3Co2XJvQARSHPn5txkKN2dycuUvN97bxncWVqabnvw/POSXPCtb+VWvoMaNzlo40YJLNlBTZ9PFnIHCWqCxEJzBa7GdLHzvPPSWZrr1kmywwgpuxR90aJ0O1SQR3knTeRdZnt/nGTL9n4Zm21tUkIOMGEC6xwi3z0ekQmDBjYz+yS/8460ErEDDt/5jvh6u4uam6VayqYLL5TBxbuBMnla9NEbqedbWQkuX3ku8GlgcyAasVt+zTXXcPDBB3PNNdewbt06brvtNg4++GDeSUqBa665hkcffZT169dTVFTEvHnzuOaaa9hvv/3G/OR3B91xxx20tbVRWlrKunXrmDdvHqeccsrHfVofK332s7KIoXXfQdOjIb9fjLZEIhnYzFyi7O2VMgu7g39traxKZtLOlKBmWxJ2P8Z//UuM0WhUlOT558uyc1LghqNngSs96Rl2cSl6rpW+jRuZ84cfoAIryIt30nzECUx69WGWnvg7vvCqLO8+W1E/dgaEZUnzH7s0v6amryI++mj5/qmnhBHXXw/33Te4VTvUPjMpFw+efloUj8344mLJJMosZRyiP1t2YLM3oOD4Y6TPC4gz87Wv9dlmTPsuDYdGwqehKDvT9YADxAt54YW+fBvlbm+4QfBfUSEy4o035BF77720PRKNDvKMZN7nX/6SwuWvss1VwUbf3vQ4i5lx662ozAPuJGV3NLBp8WJ46DcW3zu6AV4YgO81NZIdcPXVUnLY2QmXXgrXXCOORi7KdS8zMdrVJd7c//1fOvs4HpfMiOuuy1lXnonH+vqB22TmZJnDIWWgrycnza9dm+4xvJOUuagdDI5wkXsnMN/Zmc6w7LO4P4J9Zpei79Iem4sXy/NYVCSlVkVFssg2fvyI+krajq7XOwrxYOPqm98Uvrzwggy3uPhi6ft55pmi+N98U/7efz+t/CKRdPYaSKbFoYdKFpzWsl/LkqD8T37ChKa1WLEOEspk0/HfpdrMS8UXVxxQDzWMTUuJJGWqoKZWJxv8+zCzdxlF0R3yjFVW5vzdbs/YHEs5vyv3OQwaMmNzyxYKY210A+v9NewVcZCfDBztksBmEt8NB57Fsz31oDX/veNPlOsuCdocf7xkvVVWCo9+/3uJykyaJLZgQ0PuAJFpyvZHHil91yor030OM5+lmhp5P8o+sUoJP6LRYeLRfp6/9S34619FIFrWTp3DSMgObBYWDlGxOQA+q6vlo66uAVudj3ifo6ExGx60alVaKR1wQM5U5GEkHPdZ100NMV28GB5+WAYL7ref3POPPhJF8Kc/yesHH5R2CPb2tqx/772h+bRsmdgetoIpK5Ogpt2uK5OyeN9s1mDnT2X6S2Ma2HS5ZJijXbr85z9LFmtGe4uhMiIzn6nPfAaOOgruukvkWEWFiIjly3eybWmm7f3Pf4qs8PmkZHsnbG/gY5PzdmAtGs2adP/SS+lFw6OPpudp+cJuKztgYDNX2vLf/y4t55ItZPjGN2S+w09+0v+Ehsp8HQmf4nEZhmWDta4OTj555/Y5AsqcHD9n4yK49kp45hm6X/qQmu4lnL3+B3i9N+/0cf4TacSBTa01VyR7Wuy///6ccsop3HHHHZx++umsX7+e4uJizj//fNra2li/fj3PPvssjzzyCPfffz/nZDcW3sPpggsuYPr06dx+++2pz+bNm0d7ezvnj+EE2U8MJR/gaRvaOMxTSlOZKK2dqW6xq+7a2zP68tTXS2/Nm24SYaG1OHxvvpl7J6M9eC7h53aL9TB9Orqjk57GDpZ+/UFKDpxCzasPYZx9Fv/3cD1EpNVGU1O6LWdzc//VqGHTUMLx3nslg/RrX5Pg3VVXUbBmGWashQ2+vVn2rd9zulK8Nr2e1atJTUvv7R05b/qdStcSjLsXyGptJCI8mjNHnO/MMv3vfEeMqDVrJNDzk5+IQZTLsl2yRDLeBthnv3PAwMg0yD/8EO65B2vlahoic2krnUWpI0jNzHKMEfRnCwctpvc0UBhvo8tRyjZ3jQRp7cDmc8/J6nrGfYnH0/dlLDM2c0LgtcH5NCqaMkUAu2SJGAIOh7RdmDp12Dp6oPjcM8/AP/4hia49Pelh9B99lP5tOJwMbA50sEWL5NxefJGoO59QxE/AzGdCaC36i3WoMXTMMm3NxkbxTV9/HXY8toSHzAVM/sNK+M0gfJ8wAX7xCwnkv/uuWGk33ihZ5mec0Rf7g2G+vh5rQyMNP3iUNquYUsZRk9eN4fNKz9rzzkudsGVBw72v0raigtKvHTu6QHsm78eNS1ulb78tDtAYGGqZWY89PQMHNkctbwagnGXog/DeOrKu3+VmnnsgkM7Y1Frs3HhcjmNZI2RNLsxblmQAP/usMKq6Woz4b3wj/ZthkO13DrcMvc+pbCyi5vAjMJ54QpzWTB4dcYRc+JQp8vfVr8rBli6VjOI33+zbNGvDBvn705/EcYvHZbCD1hCLURS3SCQ0T1ecR/fBF9GU/LnDkTz3HM/1zvgOtvOltIV3VQMx5cIb78E08+SZrazMeQCnUw4Qj2c5bWNAY435nDRCzA/Ez9HwPjNj0+Oy4L2sHbz7LqYD0JpuRzGRv79A/mz5LprsxTaWi4b/etWCmWexYWY9PX+GeFzxmL+eQzv/RTwYRjV8gPm//ysRNMuSh3z8+NytRfLyJHB/xBESQMken2xZ8t0Az5IVt2h4b+Q61uEQZ3dYCyr2ov03viEKbdMmkS2HHpqOMO0ih1zrtC2fWZE1EsxXV9exbJn8btOmEQQ2R2pXDsH7N98UtmWXzw5J2Qeys9dAyqeHE1DMQdkLbjkDQS+9JMkYTz0FXi/Wew00HHslbSedS2l+lJqXHsI4cgB8Zsubf/xD+GkH9WfOlAy2rLkDQE7el5XOYd/gZTQU1uH3y710OAYeKDhqSE6fLtHIhx8WAF51lSzKTZokvLanag9wgOyWA1//upjI994rtmxJyejm1/Q7XPVUjE2b0j1KDSNle4+axhjzI+F9ZoJCJGThWZ3cwZ//nFKa+r8/R88fRf/OjUiigDdRitI1aNWX9znTlktLBYennioL75YlPS+7uiR5xlbMGc/CmPhSv/xlOkO5slIwlW0EjIGOzXWuIHbHsc2L+ULzIt46/CymnlcPM2fS+eaPCEfg+Kb7cS2uFt/gYwps76k0Yrd83Lhx/T678sorOeigg7jwwgs599xz+33/6KOPpgKBn5Tg5rJly7j//vvRWaVKt99+OwceeOD/f4HN5APc9dZKjugIc2we5OdN4LXp5/DD35wJFtTXjuzBsp/FQEAUncuFCMO//hXrH/9kRe8UJiZiOIwEeaeehnI6d1NSQwGbjj2Pnj//g2DYzc3/OIBt/5zEnFm/4tLJs1LltHY7m+3bZVEzFku3MlqyJEtWDnbigykmEANk61a45x4R6A4HGAaO3k62eGZw8f6v8Z1178MLbRQ1lvJcuTjESls5V0ZHcipHJJZwc9fFVHo78Uwenx5pu3y5GA4LF6Yv1OWSFa7zzpOb+vLLsvOTTup7AkuWyG87O8V5yNrn8nMXcv3zdVnsqOeyI8Zz5G/uoOEjN22vraSxYR+e6rqIlZ5aIr5q3OEu5jz+PpeNf4a6H3+h7wXX1KTLI+wLXrKEM55YQMn2lTh1hJhys8k3h/iqy3DstZc4BE89JddhBxcmTGD61HNQ+kwACtY3QPvIMZ/N+1wQOLlsCdc2XUxePDef+vB+uLRkiTg7LS1pJZ1IQFMTvWddzC2VC/lrS11OvW+f+8svSwsKe55X5nannCLBTa0hz2dRXyOGTHVHKW8lDZlIJAfQMndyxBFiUUYiuLXB9HgTk4KreGn86cy6+1f4H/+9aP0ROAeDYX7qVIHij34k748yl/Bz82LGF3TCUJgHidjdcYcs8f/jH/LZokUS3L/iCrGUh8L8qTdx/S/nsbL3q0Rw4lZx5kyIcdlXGjnynC+kHOHGRnjqqXpWbj2ByG8M3E8KK/LzxflLOV8jechNU85r0iSRNY88It/Z0YkJE2Taqb0QNEwBbPv7WktFkV1iOGbyZgDqNxF9EN4PhHk7SVvr9Gy0bdvksoNB+XzrVvm8n108kofcxvzatTLhNRiUoPjLL/fn+xDKLzuwOTI5X8zNXf+Xm+8bNwrfM8nvlwzOz35WmLFmjUQB3npLVjFsu2nbNvkuoweF0hA28tmr4zVuvn4Jrxl1NDWJOAqHZRD7kUemz10wPwx/ZIALNk04ILiEk9YtYHJwJd5EL/nxdvQOnwwOzM9PMyMD80d6z2FlUs4n/t2Ao2vn5Xxu3u885vvRKDCfLed3hveRUA1gsG/nEg7/yQLoyNpBSQm+aCdFgc2URxopuOw+8LugqopjW0/gDfdRBMtrwGLEBl8u3q//zJncfTe0/zPdrn2cNZ5GazxV8UacToWptaxORyJiy2SmmlZWprMy99138BXN6dOlHU8u3n+wUXh/R25+DqZju7tlMb1PrHUgoJ15pmDg5JNlAaKtTR6wM86Au++W35588pjI+exT2bJFFiry8tIByZFifv/TFvJ4stduY2Pa2R+URmVXCu8HkjedncJ3ny89Y29I3ueS89FoOsr7y1/Kwo+Ns6oq6eV+1FHpCx2A95nZ58EgoCUQZH2jPiNY7qZm0W8x7riNJX/YxIKek1m5sZrI3S7cZoKTp36ba/988+B25X/9l6z2/v736QMecYRkRuaqfx2A977Vy/lO78Vc5lrIG646ensFhjffLJc2XLtyWPr1Zz8TrC9bJvx95x05j1hMBohOnTog5mNTzgQMlLYo2yo263c/U8rP7q3B0gZ5ebmDmiOW8x3fpjLaise2vbWWc73oIjn/MZTzo8X8SOS8152W88apC2DdSgFma6uA9bDDiFZWM6dlCadtXsDMxEp4L0xJAu7pnsDfK84hFD0zLecnTRJGZq8Ye70CjnvvlRMFrL88SsPGQtouv43St/5OzQuSeLRkaj0LTt5JX+rVVyXTHUTW/+hH/VeMx0DHDoT5iy+WQyht8UzFWWyp/gZffe89iMfZ4Z1CXkCjFBS9+qr8YKyTXz7hpHR25G4Iuuaaa7g1s+dAkg466CCuvfZaTs6Vqgt0dnZyzDHH8OKLL1Jg5yPvwXTBBRewdOlS/m33RckgpRSPPPJIv5L0iRMnsnXrViZMmMAWexrifwIlH+DerZ20BrxUGC14EgHxqE2T9rJZbO4uZIKrBb8jgnK7ce83G3XCCZJ9ksMwyhT6TU2iewq9Ef7437/GXLeau9Ycx4zAcs5kEZZysGTC6VhXfZ/nn9/1SQ1lZbDvmr9yRse9OGO9/FV9hefVsbQ4J5Bf5ibkKqKjUxGNJldNtcUBZgMVzjY6jFJWmDVMmWaw8B6LukKRXvqJJ4ls3IaORIU/tXNQduAyl3BsaUmXq8TjItg3b+7TSC3uy+OB8h+wd/cbzGElec4IrV0uWlxVvD7uBN4rOooTr6vhuC/n5nuuGGrmqXjdFj/64GSm97xHs3sKs6bFKDSSkVKtpZ/atGnSXy1TCa1Yke4jY5rSm8duYm5ZYtWsWydWulLy2+TYwdCqRt4I1nJO0WOUlRv92FGpt9LSGKIr4aeDYkwSHDtlFdV5HbToUt5onkZhqJkHv/YcB3xtDjQ2op98isjylehIJM37Y46BBx6gZW0nrcZ4IoYHtxWmKNpC2cxCHIceJBlH8bjU9sZiwvt4nLg22eieRcBRyLS8FhzWyDGfyfvkqfSBQCRkceOKk9kn/h7+vaZQ5A6lazYsSxywmTNF4dp9lbL/7Ptk/1mW9AbbsEF+E4+npsd3OkoJJDy879if6/d+DLfXSPG9sBDOPVfaNi1bJofGsjjU28Dc8W0EvKW80VtDQZHB/3zeYs1jDRwRfZn/7n6SSY5t+J1RusNuVptzeGTSZXz/+1B+8xCYb2uD7m60ZaEBjUFCOVGHHozz66ejn3+eyHvJe+py4Z5WJby3nYNh8D0T89u2Sda40hZ/VSdTSxLz0+OCeZuHNuZ/8AM5Rqb61Fr6utrBTZDI2je+Ic7k+vVpzCslmDcMQis38kb7bM6xfk0ZLXjMOGFXPi2eyZiFeVRWCmu6usRhNJXFsRUNVOe10aJLebqxBsuCL05s4E8/b0NtGgDzg8mbDz+UALdS6caULS0pzGOaMGsWuqCQyJaW9H4HwfwDD8DPfy5iKy9Pdj0SeTO7OkyBJ5rmvY35G25IB+Vz4PyJJ6R6VKG58PwE035/k/B+/Pj0SeTl0dmpCaxo5H1HbT/M+/2CFTsR0Zb1Slsc4mmgzGwj5C1lnb+GwkJ48JIGDqhuG1LeDIj51lZ5bxhyfuFwmu8HHwynD455a58ajp4nfN9rL0mqHLWcn2FRaPSIvMjE/A9/2J/vmWR/1tsr0eCVK6WlQiAgEfdkfbL2elmqD6Qs0Mj7Zi3Xzn6MzVsNLEs2Ky5mSMy/0TtMvicveMNxF+ONdNLhGk9UuZkeeB+PCuNwO9LDkbzePpiPaZPGpJyfVdQC0Z2T88PC/JQwBa5Imp/NzTBjhmA+W95k49/+b1mSNZ6JeacT8vMHxXymnF+5cud431o2h0c7j+G4pgeYkNeJd3IW5nfsIB6ziMcVG/x7M7kiir91E/T2EksYtLvK6SyoZtYshi1vBuP9McfI2lNzszxSHpfF4sDJ7Jt4j+1GFXNYSaHqFv45HPK/tFTKdffeOz3COVveZ/M/kZCMtg0b5DeGIcLP7R427wfSsU+ul2s96ACLl+8dgV1ZVJROL7flO+TE/GjkfDbfM+MaJ5wgcdJBMT81QoEjlObj9u30Vs7gBut6tDKoq4MTT8zCezb+LUtsoRyYR+uh7coB5E2JbmNlSynL4jVUVcEjPxyFnA8E0r23HQ7h3/jxAtBNgnkMQ2yD6mq0HhjzaztKOf9nskB86qliWg9qV/7aonNrgPGdq/EQJqJd3Oi4kX30+/jnVlPk6E1nY9qTfqZNEz1rZ5lqLVGw447ra2va32Vi3uZ9Xh54PKxepXE1NbLcqOXyKY/R0iZy3uWSuVbDtSuH7Ut961uie+xEBI8nPUx0EMx3zDyY34ZP58CO59nbWInXjBCIudgQqeKl/BNYXXUUn7mohvozd0LOv38S07uW0Uwls401FKietLxxueSZuv764Wfq2JjP9KVMM1UaM1rMj0TOb/TM4ZmEyPkpxZ04KsfLSoAdqSsvp+dbV7D95gfIi3ei8ryU04LVG8CKxLGUSeu4WVTOGqa80Rr+8heW3PYaC9Z+mZXBaiLKjdupmbOX4pizJg/hS1VT5AymG2dn6li7urC1Vex1O/h94omS6Z6J+Xhcsp0zMe/zgc+303L+jd4a/PkGTtPiAEcDtZ0v87meJ5nmFcy3d5l4Yz10+quYNk1JP7VQqL9dWVg4ukXRPZRGEl8bcWDz17/+NfPmzWOK3aw3SaeddhqHHHIIl2cOEcmiDRs2cP/99+cMjO5pNH36dA444AAeeeSRft8VFxdz2mmncd999/X5/D8ysGlZssr13nt0ht342zZjKIuE6UIZCjMSRFkJYtrBRnM6HY4ySq0WJiYacRgWiYISdH5BWvnU1bHk2r9z8e8Po0sVcUR+A3pHK9u73XwUmY7PEeUg6y3Osn7Dgepd8umRxRxdw/fN2/lg3FFMnjw2z2+uBRd7ZtD02Ep+zXn4El2s1HP4k/pfNjqmsyVRSdDyYDnc7KNWcGTsZb7Mk1SxDRdREsrBOs/evOY9hi+6nmd/vQxHazM6oelVeWx1VJMwXJQbLfgrC8irKoDNm9GTJhPsihKPWtJw3Z1ArVgBgK6uxmrcjIrHiSc0Co1JApwuonGDLgrZak7GoyJUxjaRRy8agzZnOfGaA5h0d5Lvyevt6rA4Ir+BMiUK7PWeGjw+A7dbgszFhRbTAw0cZL3FhR230uksw4wEqaSJPL8mlYyfSIiA32uv/nWmW7fKzQFR2rNnizbt6REjz+Ho22fI6URXTWDNRidmoJub93qYzm6DgngbQU8p76sa1q8HpxXmRJ4gqD2Mo4Xj1d+Zwyp8jgiWw02Hs4xIMEGFsYPx/gCOng7ilsEWs5o2owwvYcrVDkqNDhz5Xj6MzyQRiuHQUt9lGjDNtw1HsBfCYbTTiRWNg2GScAjmVTCAgUUcB5uc02kzhoH5QXjf3mng9cLUaosp3Q3kR9uocrVyduN1dMbzqHS0Ms7dneb7ULwfiLZtk8wwW+Q7nVIqkkiwMj6TCG5KPAHum3AT2xPjCHhK2VRUw/qNBsGg4GJSRwOHhl7meP0klVowj8vN5rw5PB0+hs9En+dI7zLyA81YCU0veWwxqokZLkqtFsLOAibtU4CvdQjMFxZi7WgFNHEcRJQXjw7jcCk0im5VyGYm47AiTEhswqd7MQyDRFk5zkMPGJLvb/TWkFdgpNYLIiGL6q4GDuEtruFWulxlOK0oE9k8fMzb1NkpS+A2n1XS+HA6+2LeNNGVVaxZozEjQX7E9bQ6KykqhqDlYUV3NRsTE3A5FSdOayC4pY1xgUaOt55iDitTmN8WLyMeh3LVwqTCrtyYz5Q3mzahKyoI9cSJx8DhBG9XM6qpSXg/YQJWSxskrBTmbTkfx0GjY3iYv+EGuPNOSMQsvlDV12D2+kXebN0KJUUWM0MNHG68xZnNt9LlKMUfaadYdeL3MzLeIxDvSa6/7DOlB+eq/vJG5+ezqnci4d44JWYXv550I83xcXQ7S9lYUMPGTQZtbeA0LY7Ia8Dd20ZFtJEv8xRzWYlbRUiYbnp9ZUTCUGG2MN4zAO8z5I2eNYtgZ4x4JIHDofG5LdSHKyAaRbvdWNE4yjCIO1wow8CMhVFKYQ2BeXXgAVy29TLeL6qjokKSJnNhPr/QoEAgQFWFxdSeBvYNvcWZTbfS6RxPIhpnMpvI9yVGzPd+ZMt6exElFgPDQLvdLI3sCwmLIqOLe0puZH33ODoMkTctbWLU58K83yl873AOg+8ZmG95dxM7VCXKkrry4tgOxhntOGPyXOopU7AaN/fBPMEgJokxkfOvdYuO9XjSOtbG/Fnbb6XLOQ5vuJNS1TYqzOfkezbm/X5WBycR6k1QYnbx8/Ib2RIeR6+7lPV5NTRtN4hG5Xk8Mn9geTMc3pdaOyhIdBA1vTjmzsKhYyQicRwO8KoQ6sMP0RraHePpMQuZkNiMqSwsp5NEMEbMcOLWEuAdrrwZSse63eK8V7aInL9a30q3ezxoTXVsDQV0o5SSwIdSwvvRYj6T90qhy8pY0VZBvDtEidnFLytvpE2NI+gVzK9ZN7SO/VDP4dnEMRxrPs/RxcO0KysqCXXHiG/ehsOK4jUiqOQCqW1XkkiQcLhHLeez+V4QbaNhqwQDi0ulX+bmzVBeJnblgYm3qN90M51mCe5EiPGqpS/mw2F0wmKVe19Cjnzy82HG9NFhHq8XPXGS6Njebn4w7WG6egxKaSPkK+UDQ+ybgeSNx4gQ0W5aVBmGgirnyOR8IhLHEQngbWlEhUKi8/fZl0h7AGfzZpQWzKtoDO10YsQiJBIDYz7mLeDdsCwQT/rfOg47LDfm/9UlmHc6odLdzrTWtyhOtDKFjZzLAwQchVQYOyjyRvralfG4OFb2lBeQrEY7GD4C3uvScSzdWgnhMIWqi1+U38iajnG0q1K2ltYQiUnAJxvzFdY23CptVz6nR+hLuVwE1zWRwMThVHj3miY6diDMx8JYWhFPKLooZJtDdOzEhPhShmnQ6y+nwXkAgQsu4ws/HtyutHVsYyNUlouO3T/2FvWNN9GZyMdJlAq1QzBvl3+A2If77rvTch6PBz1xImvWKsxe8aW6ew1KdBrzH64cGx1bkthBSaIFy3BgHrAfVjhGonEzjngYrwqjDINEwqIzlk/QzKM8thVTCe/DEYVXi45NqBHKm7N66NrSwxGxlymjhRZVxr+KT6A97MfthgmVImsK421M8rZy7ubr6Il7qTBbKPEEB/al8vIkMG4PXygqSg+mGg7mi4r5qHsC0Z4IJWYXdxXdyA5LdOyG/L46djDMP5s4hsMCz3MAyyiNNaPQBJKYD8VdVNCET4UoyYuBZaH3rSHYHcMKRVFFhfjzFaqxUeaSPPbYf0RZ+i4NbAJcffXVXHvttX0yL4899lhOO+20nKXomfSTn/wk1aNzTyalFOeff36/4CVI0LOoqKhfNud/ZGDzvffgq1+lm3zca1bgtMIkMNAYWCicxJNBHpOwmUerq4rx4U0YOi4PI/lsdU8T5VNViO/BhZw8vxrH++/yHcd9VMfX4YiHiWkHa5nO//FFzmERpaoDpxHHYwUxsOjUBbRRyuXmPayuOgpIP6tdXbL6d845smrmdEoszeWS1/af/d7lEll01VXS03viRNlXOCyJYtu2wX8lXuTPfJV8erEwaKKKVczkTi4ngcGV3MF+NFDOdhQSwGlkMjFcVKstFNJJpy7Ao6K4dYgYTlzE0MqgzVVJJO6g3NqGzwiT8PiJRBVWAjRi4DmMOJ5EAKU1CWViaAtxNYXvCo2DOBpFL37azEoqra2gE0STxwrhJeQsonByku9312G+voTvhBdQHV6J04oQwc0qNYcF+jJe1XUc417Cd2MLmGWtJF93UqrbSCiThHKSwIHPDw5bjmstS5WzZ/efWKK1RBjsDNOCAlkJ7ugQprvd/fqVxBPQ0uvFqWKsM2ZRYrXhJEIUFx9Zc3iOYziG59mLD8mjlxLaSWDSSDWtlFHpaKE6vg6AdUxjPK3k0SMZf8qk3V1JDCeeaDdlVjMYDnq1D60zzkOB3xnFGQ0SxwAUBsJ7jZnEfAwDLZg38mhzV1E2FObvrsP55hK+E1lAdXAlDitCFDerjDncFr0Mw4DLjQXMtlbiJIKTOON0K1HlQmP05ftQvM9Fvb2ytBwIyG9dLllh1Jp4IExv3EMQD0V00a7GEVcOYsnzu1NfhpWAq10L2Ce6jHKaU5jfRDUx5WKy2kyB1UkX/TFvYbDdqCJqOahkK34zQsLrJxphYMxjYKD7YB40TiS7IICfDlcFZbFtKJ0gkjxWRHmJeIr68N18Xfg+JdSX73dagvmjzCVcHFvAXFZSQCfjaCOGA0vJ37Axn0nBoGSP2AGdUEj4nVXCGA9FaYvkYRJjHTMpMTpxEiWKm4+s2UnMv8BeaiV5uosSOkhgpDFvtlCdWIdOYr58AMwbsQjjrO14VJSEx0sk5ujLe2J4rAAKSGAmMZ8p5zMwb+bR5hoa80dcVYd/2RIutYS3LpK8V4KpbHlTkJQ3FoqY4R6ZvMmgD1YIyx0O2HdCR9oAzWgIFU9AIKAIKg9FiU7aVGlfzFuXkbDgMhbk5H0LZVSYLUxNDCxv2txVSXnTxXirGW04CBs+LEsNgXmROzqJeUcfzJdTFmvqh/mwu4guCvnZ7IU8F65j384lXBTtK2tWm3JdLyfqONrVX87HlRNLmaPmez+yZb1SckOSSjkejtEe9tFNAZU00aFKiGmHYJ45PJ+U83ubK/En0nzflOR7lbOFybGh+W7GwoyzduBREULKS8xyCODlonARxUNIMJ/SsQNgfphy/sQFdRivL+GiyAKmhvvKm4F07DjdhoVBzHCNDe8H0LGCeQgbfvIT7bSTG/NXmguYo1fit/rLm+Hy3h3uppwmEjiImKJjs2UNQBAfLqKYJLCSvCe5cCvvFRHTl5Q3m4fUsY43kjo2lGHfMIfb40kdqxYwI7GSQjoppY24cqOBhDbxmWEcykobijuD+Ry87wq6CJj5jIs10U7JiHRs3HAxSW+mQHfSSQHeDB3rJopWBu3OcmIJgzJrOx4jSsLtJRIzRc5rjdJaeK/CWXal8NnCyCHnK4fF92wdG0q4WanmcLdxGUtyyvlWEhjElYuEcqYxH41CJII2DDZ496LLKMbphH32Hh3fbd5vC5Xg0QHWM51SbduVbj7SEjg7BsnUy4X5MlqYhmB+fU7MT5D7EO2i3GrqL+e1xqFtWaMImT6ciYgEdDIw70hi3kIRNXy0uvtjfotrGkXxFsKuQv51+kKebO8rb5xaArEr1Rx+krgMQyW4XN/JbLUaJ1GcOkoZrcRwkDDcfWWNZYndYlkS3He5JKiT2Sh1hJjv7HXQrfMpp5kOVZqS86uMOdyFyJurzAXUJPpivpFq4srFFGMz+VZ/XyoT89GESZm1Ha8REcyHk8UGtp9kWHh0sB/mSWKepC8F0Ese280qqhJbMImnfKmI8hJwFNFrFrLuewu5/0Ox5wfUsbEjOdrxMt/V9wrmrU5KSWIeBwnlwpencFhJ29DOpp4yJWvi4egx3xwqxKPDrFPTM3ypvpjfx1yJL0vHtiqR85Oi/eW8BaAcKTnvCndRQRMaRdjwi8y2xHIxlIWbEA6dIIgXJ7E+cl2jcBBPyZuI4afVXUlZeMug8ub4O5K877mVqbFVOIgRxc1KZvMTrsAwFJcbd/Xxpcp0C1Gc/e156KtjAwHJ2ATh6+zZuYOCg2C+J2AQNPMpju2gfQC78kpzAfvlwHwMF1NNwXyHLsCTtFFsXwqlaKaCuDapYBs+wiQMSfywtIEGNrhmY+Z5qR4XoEB3S+Vhbe3wMLUH0y4PbAJceOGFnHbaaXzuc58b0e/uvPPOQbM69wTq7OxMDUHKFdg88MAD6ezsZN26dX0+txlvGAaVA0zazKT58+czf/78MTvvXUIvvEDojHNZ31HM7HBD0i+wH2QxQBWkFITGQCWz2eS1Zrt7Ml2JPMr0DprG7cOPuy/h+vDVFOhOWikjhIc8ehnPDgroJo6DDkooVN0YWFjaYDn7MoVG3mM/vun/K6YzLWzGMKmBWAwODLzCPXyXaazHVn4bjekUWRLwAHASpYBuvIRTQieBwWYmUsF28ugljBtnUmGq1J4sLEzCph8zEcVDmKDykcCJMki6smBYMbw6iB16sJJ7SJPGgZX8XPhvByMsHLIPNFvUJPJVgObiudzZcwFXxW8iX/fSYownjAcPYcZZLXRRyP36XM5XD1CIlGfnW11M12uRBigGIeUjWlqBt8iLxwMqEhZD6Mor+09ItDvIL1yYHt/4+c9LSfpPfgI+H9rtkWz/7i6coW60BbFABDdheihgnTGTMB7cVogqtlBMF50UsoUJTKWRPHrk/mOymUlU0IyXEApNDGcG77P4riVgrpFggZXVathBDD9BwriSgblszFtDYr7ZXU1XIo/xejvN42v4Udel3Bi+SjCfwfvSRAsxBIAuFZeyeO1mirWWCrajgZDyY/o8WCXjMBxGmvehkEzLnjIlXd5sK9nM99u2yTAkO5PQ40FPnUo4YGG2bUdHYsTCsSTvYAPTaDar5PysFmLaTGI+lsR8KAPzZhLzzeTRSwg3rmTAPe0uWSQwCeLHSRTvGGHe5rscwUwZstuMifgI0Fw0l7t6z+eq+I/JGwDz9+lzOY8HKKKTHYzHTw+zWY3CQmMQxke8ZDzuEn9fzF9xRRrzA00V6eyUpvUbNgjflUJXTSDszIfeXpxdLehIjKil8BChl3zWGTMJKR9uHabK2kwxnUnMT2IqGzIw72ALE6hge9JhGhzzoDATkYHlTSKGl0zeG4xUzmdivmlcDdd1XMrN0asopJMWNZ6oMYi8UWWMs3Ywkc32GRFQecTGVeHLT2I+HJbVp0svzY15IBRW/PgW+ay6Gs47ZoOUa0Ui6NJSwq5CzLYd6GiMWEiuWQEb1VSajAn9MO8gTgtlTMvi/SYmUUlz8vc65QAJ7/WA8iak/FiGYwjMZxrS1rAx77UCrHXO5X59HldbtwyI+Ww577WCzNIfoTLkfKKwFFdpPh5vku+hkNTY2ZN1M+VMNtmfrV8vpXXhMLq0lKjyYHS0YiUgGorhQ7IiVjOLFsrwEGYiw8O8lxCMAPMBBPNpkiCPvZ+dwnzcT5newabCfbk18F1uil/bT87nxvx4SqxWJtOIrWODyk903AR8+WZfOX/ppQPLm+x7sWGD1Eh6vWiPh3BIY7S1QiRCLBRPYbZRTWGbMbEf5l1JzE8ZFuZz815Z8SSuIaj86EzMZ8iaCB7cRLNkvWDeXtSyZXE273e4J9GVyGOctYPmcftwa/dF/CD6Qwp014A61kmc7YzHS5C9WIkiIZjHi1VYjNNt4OltQ+X5Jbh52WXC92y9mov3SklZ6G23gd+P9niIdIUx21qwEjrFe9CsU7NoMcYPqmPjOHASw8JkK1WMZwd5BAjjSi3wSegsS97ksiu1RlsWBolRYt5MvoZm12S6k/b8luJ9uKXnu/wofm2K7yHLg0uHKaOFblXIr7MwX2S1MYWNqfsaxEe0bAI+FcLT24rKywOHg79Onc97nVMB6XaUOaik33NgYz5lV2qMjjbMWBhtQTQQwUOETorYaEwnrDyD6lidRGEjk6mkCV8K864MOT+wXdlHzlsJDG3zHaK4cY0C8waaZtckOqJ+ymhhrXsf7tUXc338B4Ni3kWMVrOcuDaZbq2mhA45R3yowgJ0UYlgprMZFQ6J7b7XXnDhhZKtOZhtCSLnb7tNeO/xEOmOYrTtQMctoqE4viTm16sZNOkKPAg24uwCzOMjgZmxLMgQmE/zvr8vJYt8IEvrm80p+K0eNhXuw93Ri/lB+AfkZ/E9LefP4Xx+TSHyfYHVwTQ2pO5rCC/RcVV4C114Il2o5mZSA/rOPltq2oeiDRukr7st58OgOjtwRIN9fKkuithgzBgR5qtoypDzrizbJpFbzuNDKwOlSd4hCVz6CBHCnUPODzN+4JqUih9szNuHn4Qu5ob49wXzqkx4r0OU0kosqeNdxGk1xxPTTqZZaxhHawrzRn4eVkkppqn66tjjj4d//UtOzekU/FdVpXFuGANg3ku4N4bZuh0dS/TRsevVdLYblcOQ83EsDLYwgXK2409i3kUi5cvbmE/7UhHxpfCKnDcVCsVW91Q6rEJcVoS9vOvxPvYHGYj7CafdEtgEeOyxx3j++eeZN2/egL01s2mgHp17Eu1sYHO4dP3113PDDTfs7OnuUrKWvce2z36VcAgmJzYQx8BMrStamMmwTyIphIAMxaEx0ITwEseJQQIHMSK4M5SQA0dyldgkjh/JlAuSlxIiveSxRs/AR4AiujnT8ydWempT5ziGSQ0kYtJ7qZb3iOKk3GjFUNBjFBKLS49HBXRQSDGdqSwEIKloxQCRz7P5YefhaILKBxr8BOjFT9BRRMxwYamk4LMijIttSzqbihjOpMmTzimxMwnTplFfI9VAE8SLxkjx3UuYMB4sZRLHgaUMtDbw6x4UmoRy0O0owcTCH+vAR0DK3oFuCvnIVYtpgs+nmeFsxHtY7eCp7u+8I6mxWss2CxbADTcQems5a2PVBIMKy4ICuqiIbKKQDhSaHvKJKTdBfKAtxtGaPHcXAfIpThpn2Xy3kvxQSVzaPEnxHem+7iOIRtPOOHpVPlFcySAB5OsuytlOJ0UU0EUcR5LniWQ4YbSYj9BLHgnlIGE/RRoqkyueW4wp4HDgj3fisYL4COAgThgPK1wHEjecGGoEvAcJal50kQBea9i2jVB3lLXxKQSDCmUlKItvY0KiEQdx4pgEyaPHLCJhOCEWowrBfDvFlNCe4lPauBwe5gNJ3uclMR8wC4kpFwnlAJQ4Q/E05qNJzNvyZriYD+HFGgDzCRypDBW/7kVhkcBJuyoBoFi34c/AfA8FfOjaf2SYz6RgUPrd/fznhAIJ1qqZBM0CLGWSF++g3NpKSQbmE4aLoLMIHU9QmmjGS5gILnrJS8mb0WA+oRyYOo6fAF0U0usqIW64Uph1WWHKolv6yBsjZXjuLOb9JJBsQHu1Pl93Ce+Vky5nGZ5EL95Eb0reaBRdFLHKVTMi3q9YIXAHaQl22feklUro5TdZ21shz79SjEtsZ5Lui/leRxFx5ULH40zQmwHYTjluokncj473QMq561QlBMyCFOadOsz4Pph3peS8OULMJ5KYjw6AeUsr/PQm9+ek0yxBKUVBvA0/vSnM95LPCtf+mKYaHeZtsiw46CBC67ex1jGHYFDhSgSpiG2mVLekeN9DIZ2qGKUtyhk7zFvKgZHCfAGdqoQYrtRv/bqH8Wzvh3nheWInbZs84kk5r5XsNc8SzFvKSaezDHciiC/R3Qfz3RSy0rXf6OWNzfeTT+6jY7WlKY03U51Y1wfzQWchMcODjsWpsjYBsENV4NKRMcV8yFlAQjnRgCvSyzh2ANBOKSW0E8dM8d5M6llbThtZxxmM996kXRlXzlTw39Iwnu0AbGIyhmlQlGgjj54U5gPk8YHrAMG8EWJG9EO8+84U+2WkmM/ivcOKUBHdRJnenuJ9gAJ6nMUSAYjHqKQJ0HRRSBFdpBMIRqZjbd77CdBNAT1mMTFDbBvicVw6nKwyGlvMewkTwE9COYljktDiIRTSnbyXDjocZbh0hLxEZwbmxa5cyVxMpQXz+dvxHlbLnYc/xv/9Q3j/y18OEesZCPNWC+Ni28inO6VjQ44CoqYPHU9QlmjCQ4gIbnrJHzPMdxklBB0FJHCgY3FcOpLEvKLbUUJBfPSYjyV578yJeRNLSR9LG/PbzGqUwyQv2o6po/gI4iBOEB8fOA9EK4URj+EjwAy9Bm+JTwbZ9ZlSNTLem1aM8dEtVOitGfImnzZDOxcAAQAASURBVA4lDpqh41TtEszn02sUElcuLEt+4yLKeN2cE/OK4ftSuexKsa0E81ZSx+ZnYp5iHMQpoAsfwRTme7J9qehHeF0JmZDudkvAcu8h0pRz8N2yoES3Mj66lXy60pg38gg78tHxOOOtJrwZmC+mPbXLnZLzFAsOcYi8MR14rADj9XY6KKKQbmI4MuyanZM3NuYTyUUXS1uMR9qfbWUCyuHAn+jGqaMpXyqElw/cB2Eps68vtd9sUtMLAS6/HL70pRHxXllxxke3UqU3pzGv8gk4i9AYEI9Rbo0N5gP4xIYhQDd5Ym+YbuIuP0FnAbGYQoWCjHN3U/X6YxgH1A6OpU8AjSSwOeKp6Jn0la98ha985Su8++67XH311dKfBpg3b17OTM53332XkpKSnTnkbqEie5TfANTZ2Tno98PN2PwkDFFqoIZW5rCvepsYEgyLYGezxPATIIFBDHcqQGmhstSCAgWWlpUwyfiSFTg72wLS2UMmFg4jgaUcxJWLTkcFRhSi2oOLVvab2IazMj3bIBCQfsXXXy8JJbFY+i8a7f86GpWF9fvuS5eu2w2t91cN7L16JTus8bhUDKVaQUmwS6k4phZDOI9AUhClV6BkVdVKXXN2LksimetnkqCZSkJ4mco6ydTS08FK/0InLAppSQk7UZzp1FIxTiCKCwdxFKRKGe3VSvs87BVIyS51YRgKQ1k4iaZukplI4NEhQtpLsdUOCrSpiCQ8uJBeVx5ClDgk0FfY2cImZyHho+ez32CG/8EHyyTOxYtTg4OWH/EtPP+8iqJYI8pdRtTlIRJyEEHKriNJ596jQ8lstAQeIlgo3MRQRi/K0smrVH34bquDvuuxokZNEmxXlbRRyiz9EX4CNDKZABlpvlrjIcgOyrCNoEzeO0ikMB/FlSrdGhrzYVn5NOIo4iS/xtBxTEswVUETluWQ3ylFRHvQRHEQp0h10usqwRkPD5/37e2ioO0JKPvsw/ITr8Nzzfw0750eQjEPimQ5CB4MLIqsdtAKJW4KAAWqB0Nr0hmsakjMi/li4CDBdioI4GU66wXzzJD9JD0JnbAo6od5W0VpvEnMR5Kywz5nM2mgjhrzeClNOTQqmUUUQQNuwiPHfCb5fHDLLSxf58fz2B8ostpROkFUuYlZJnGcSGaoC8MwMI04rkQrSsdTmHcRI88I7BTm241SzESMWawihJeNiUn95E0R2zN478jAfDxDzrsy5Lwtb9J8z8a8fa9cKiHxgRTvYyl5My4hDphlKCKWBycxQOMjQImzi7gePu/7TUQ3DJbXXYTn/9ZSlGhDJQN/ESSbRvSZB8NQFNIFmj5yvijpHChGx/sdqoI2SpmpV+InwEamECS/D+aL+2A+zffBMG+kQsT2MVXymGlZo5TCoSwcKprazrT6Yh5AGxCxJONE8BahxNk9Ir7nJMNg+dn34LniYop6Rd4EDQ/tuoQydmBhEMGLqSxKacMkC/NKSvRHh/kKOoxxmIkoM1lNCB+NenKfVUyDcRTTPiTm+8r5oTEfw4XTEMxnnqCpszCvQKcwLz2evQRHjPmcfD/mMjz/vDgl5yMOD9FoFuZNRb7uhkR3HzlfbHSitB61vNmhKmjVJcxiVRrzVlLHao0mTiGik7YwkfxklY7wPo35MKKXRsL7KC5MQ+Mgmk60ydSxagdaOdAmRBLuFN6cRClxyHkUhlvYZFQT3uv00WE+m/emh06KKKeZRBLzDlNTrOX5U0YcI3l+fhXMwLzN64F1bDq9wMBBnK1qEkHtZSarCeJjI9WQarWTQGNRQnvKZhlbzFs4VSQ9W0aBS8fwIPKmTEsw25bzLqJowEuIEtoE88EeNsWLCR89n+ryNO8bG4cIbObge9TpoTvkJw83+SjCeDBMgzx6IdGb1LFhNAo3UZTqGYW8UZhY7FDltFPKDC2Y36CTmLckD05jJTGv2BifyNydwTzprEKb9w5D41Rp28YgjfkyvR0r4QADLMsgqP24CeMiSmmsiV4jH6eOUqi72GRMIXzNvew33KDmALwPGR66dR6VaBKYIudNKLbkuTeJYyTljd8IZsgam9cDY16jUr6UgwTb1EQCKcz72aDs6rHk77WmmLaccl5l8D6KE0dSx9p8J+OeZ9uVUVyYSuNQUdwqvZ1pxVM6tgzpEy+6zp3EvBJfqo+cryT8mS+yX+ANcVCvuUaq3QYrS8/B95jLQyDkJYybvKQtqwyDPBUkzwqiiOPNwrzY9KPDfJsuZWamnE8GO5OcYJLeyA7K0ChiOIjjIJrkvUmcvFHJG4kfOEzdx543rDTmx9OCFZcMSwvJkHUTxUmMEt1OrzvLl+qqZj/PatnRvHnwxS8OzPcBeB9UnmTAUTAfxYtpQIHVmeTmzmE+U8duYwJBvMxkDUH8rGMaJAyIGnisBI54iPFmGyucB9JKDbWDX81/HO1UYNOm/fffn/333z/1/oUXXugT6CwtLWXdunUUFRXt8dmaw6H29namZZfeZlBlZeV/TI/Ntg6D+/Mu48boReTRiZuIGAhIXxI7r0Rh0UseHiLEkmnk3qRBs9WYhMtI4COAisvvAvhwEcPEIqFMItqF3ddKoWl1T6LTVYZWBmgw4+CKh4kbLuKFpZimlJDbFc+1tTKBcSRJDcuXy9/EiWl/p6qjDa8jQlPUQ1R5SCgHDh0XAW+lk5vT6ydG8k9h9xzVkCqHsNP4Q3gAlXQeFD0UUEIb77I/RaqbyVYjrUZZupREt7CNKkBTRRNuoim+O4kRxUkIL34C9JCHm2hKYauk4g3hZYuaTIEZQCfacRoWXboAt0Nj6jiGTmCQQGmNZRu/SmwxBaAUm4wpRCwHk9lMAd0Uh5sImIV85K7lHnM+W35dx7m6T5/8/lUr+psoh0+GlmyDX7y6NxNc93Kp4y6mRVeSH24liotGYxrKgs1MZBJb8NNDOmxMWsnqdCDZdu/tHjnRZCmCSSJlSNjBOo2i11FIzHITSnhRaMbRhtZGiu9ltNClivi1Ppfz+DWFdPbhvYNocm1dlFBuzHvYlsS8N4l5p5EghB+XmcBM9o8BUFlTVnWS9zHTzbr4bNyEmMlafLEuvDpIXLlYm1fLPY75dD1Wx08OS2O+T4ViKAQ/+Rls9qOYDlVVWKdfxWXX+Sn0L+SSuPTDyo+3YmoJ9qxhBk7iTGALprakL1eOZ0encG/3yYlB0jWWkmgXTqJJzBspzHdRSCltLGN/ioeNeSOF+RhOwhmY9yQxH0k5ByJvmpyT8RNAx23MF+J2WIJ5pCwsG/OZt2Ezkwjj7oP5oKOQVV7BfPNv6/heifDbXlyxh3BmvrcdvHjc4L41P2SC5wguDd/OdL2WfN0jmGcKCtikqpmgminQXSkTsw/mMwzP4WA+jAczifkeo5AobibSzLvUDlPeZMr5WArzQ8v5eFrOGxYBy49TJXCqOCg7mkd/eaPAMl2s0TMxdCzF+5JwE71mISu9tdybwXuHQ35jVwfZr595RlokKQVbNlv8/Yal3LxwAmX6di4xf8rUxFry6U31z1rNTBwKJhlbMXUih5zXSZxnyxvBfBQHCoUxgLzpMYuIak9K3pTqNsiQN6V6x4B8Hwzztn7xECKMly1GNV6rl2LacSqLblWIy2HhGATztpxXCppVFb3ayyS2CN9DTQSdhazNF8zbssamTHwP9BePw3V/qqPUu5BLXNKLLM9qxaFiRLSbdUzFT4hSO8CTjXmlQPfHvIZUydlAmO82igjjZlIS84V0U00jLTqN+fEMzPtMzGfKedGxRorv28xJuM0EXiuASmicyiJAXkrOp5zEXJgHLMPBej0ddCKN+ZBg/iNPLfcYomPPo79tM1CtlWXBAw/UMdG5kEvNBUyLriQv0ZrM5nWxmhkYSjFZbc1t22iNVtk6lqS8Ucl2PANjvtssIhz3EiIH5q0QpSm+QymtyQycUKqtgGDehxvJnsmWN56UvKnGZSbw6gAqAQ6VIEB+kvdJ2wbdR8cqdIr3Laqcbp3PxCTmi8NNhJyFrPEL5jsa67jplbSMydSzA73WGq54rC6lY6uDad5HcLOOafhUmPG0pko2M3mPMvphXiftYp10jQ10H8zb8kehCSmf2JU6l5wPUsrw5PxQmHflxLzoWHQilaVgl/dmynkMk3V6CpaGyWyigG5KaaeXPFYzi3vj36Pl7pmcel6YtjYPWsNTT0kyVaZutaz063gc7l5UR5V7IZc4FjAtInyP4WKjMQMsgx2qnAnJYUy5daz9qEqwOBPzmXI+ihtnH3kTp8soJmTlwLzlwoOUydqYH7czmDerMawEPi3T8VxGgt5cmCe3XRlwFLIuNol8upnJGrwE8VjSTusjcx/u9V3D1t9/hm/lC64z9Wvmn415e1D13b+to8K9kEsdC5gSFjlvYtuV0/EQo4rtwm1N3/PD7ik9OOZtvkeSvpSRLGMOGn5KrTbe1Vm+lHaKjqVtUB2b7Ut5iBJLYt7AwpPcvtmcgE8FUXFwGLassSRIqxOpaxM5LxaDPQ8BNBuYRhwzJedLw00EHKJj7zXn0xU4kgUT70Z99BH0gD7vF3D11akyxMyh3CAt2K58tI4i30IuSUiPVRVpJapdbDQkUaaJSiayFQ8RlB4K85l2ZV85bwcec2JeJzFPK1CalDURxiXa6FJFyXZPv6YoK37gHK68cVTjMuMib+Ii53spwG0kUja9Ldvpc02iy8K4WcsM/PQyk7V4Y114dJCYcrHSW8s9sW+z7YNqvlX1JKq0FIq+gX5ApWz6TJvGfh+Pw4MP1jHRsZBLjaSOtWwdK76US8WZQDOGtvrL+Rz2fBrzpLK5M2WNHT/QSflQmhk/0JtppZRwwoNP91BidNHrLuGB/Pmc3/HJHxw0UtqpUvTh0gsvvMCyZctoa2tj3LhxHHDAARx00EF7dMZicXExxxxzTM6p6AMNFvpPHB6UnB3EIZElnLfxWg7mHUzixHEQII9e/MkyGunNN45W8ulJKiQH68xZWHmFgKa8dz2N1gTmOtayOVZJr8rD6TbA6SQaiKEti735ED8BPnTuR8yTj2GI8RIJaybEGvnQXcuP9n0Mt9cYs6noXV0y9M/jgUnt73Hjqq/SaxSQ8PpJRC1ciRAYBgXOEBMCq7AszUpmU6224tW9hPGgk6tYtgGbTy+9ZhGNehLTrDU4ksaLKAcvIVcRHVYhl5oLqayEM9uTwwZ0lJhysdqcy23R+aDhJutaDuZt7AmtAfJoVWUU6M5UrxQPETwZhlIck7XMIugsYKpqpNGcwtyCbWzuLqRX+3E6SfE2FpWylamJtYQqp7Klp5hI2CJoeQjHTAwDfFYvZbRwt/sa/u04lBVmDXHLGH5v03gMVq2iJ+Tgw+AUHC4Dh9vB3okGSnQb7aoUp8PiwcBX6Yz5wTBQVgKlwKPDVKuNJLSJoTQbPHtRFduIJ96bVJJpvnsIYwAhRz6b9ESmJdZgIoHEXvJp9k6jONFCS7SQ37nP5b/jzzPLWomLKFFcrDTm8ivvfJ4L1/Elz7Nc3vsjDmJpBu/9Scw3JzE/lXG09cH8enMWCRvzody8Nw0NCQtXpJsZ8Y8wDdjmnUFPzIOlFQGVRzSm8BOgQHdxi+dG2g2ZKDkk77UlKcm9ydHQThfMmklP2JXqK+swrBTvS6xWvh+9joCjkK6YH7cVxJM0sAvNXiYmGklgssq5D5OsRryJTMwn+mF+E5NSfLcxH8JLNzLg5DLXQqqnQH2LPeRBML/GOZdbQ5diJSxu4odJWSN87yWPVsoopC/mvVmYF94XDMj3nJivmMpHzcWQSBDGQ0w7MBT42UnMJymzn6/DirJ34C1KaKedEpyFXh4MfYNOXQB+P4Qj0reIMNWxNSS0MSzMAwRVPlvURKZb/TFfarXQlijke+ZCysvhrPYFTI2sxGnLG8dcbot+DxKJfrwfsZxP8n5O/jbWtRQSwI/DCT6vRicsEjGLcbqF6sQGwuWT2RYoJBxW9Gg/kZiBUuDXo+P9+vWSve9J9DLLt5VAQIu8UQkcVoy9eZ8S3U4JbXyfWwg4C+myCnA7LOkVZSgKnCEmhtYQj8OHam96VT57WR/gpzdl2I9G3vzBey7He59nciDN9zVM59bIZVgobuK6fvo1l5zv6xCbrDdmEfEUMD7UyEamMLdwGzsiw5TzoQRhy0Uw7hobOT8Q7rPkzQ/j19EWl3N0qyhOJMtlpho+5m2+N1oDY749ITrWnwfndMpwNlvWb/DM5rbQpWhIYn7pgLbNeqZRloX59eYsEvmFoAeW84aBTFqPWYzTOzIwX0Q4rOnVeYR3EvMj4fsPYtcRMAvpjPvTmFdQ6AozIbiGRAJWu/Ym6spneviDUevYgkgL7VYhD6pzOSn/+bRtkzBYw0xus64E0+BS625q9TIqkkMUAskhCi4iTE8ObMmUNxaKxDB1rGGAtjSucDez4h9impqt3ll0Rz1ELCe9cTeGAX6rl3G7CfO9hvDe64jj1FG0YVDoCjE5uJJ4HFY592GytXFAHZtHL10UsUVNYrrObVe2xQXzU6dCfesCJgeTOhYHa+NTucW6CksZ3KR/OGJ7fjiYl6GAFsqyqHTsYIq1gXDFZLb12pj3E46ZKG3hp4cyWrnbeRX/TtSywppLXLmIKwdz87awI1FCr6OYgkLVr437cPjerkrxeS3u6/5fOqwClM+HGQ6gNbgJMSW2jnhK3sylKtY4IOYVEB5E3qTsSte5fMnzPFPDH+GIiaxerWZzm7oaUFxlLmDvjAFRAfLYpKpx6tyYz+Z9sFczIdHIRjWF2rLcmHeHu5kZ/xDT0Gz1CebjmITxEouBXwUoSHRwC9fQTqnYlQWHE7fMMZM3hTGRN10UElR+vM4EKhYhoQ38Zoi5DA/zg9mVmb7UfOdCJk6EM2y7Mh4iZpmsVTO5VV2LhcFNif4+7FA6Nqdd6VzH5lAZvWZBH74nIgnGRbcyhY2EXQVsjZcTsVwElJ+Q9oicJzCwnJ+bIL9pLYSScwk8Hpg5E8z+OWiDYd5UFosi/0unFswbYRka6iY8IswPpWMLYy20xQtZzBl8mb8xRck087hysV5P5Rf+y3i89/PUqSX9eN9LHoExkDc5Me+ZQXdAit1DeIkpF34jRIGV5UtZc4lH4sS1yV7+RvL3ngwe707J+esS19FjFNIZEx3rJoxWI5Pz+fTSSRGbmcQM+sp525fqNgq53LWQ8nLNWU23MCW6WhZ+lcGmkv35Xdl8XtV1/ymzg3ZfKfpw6eijj+bojOal7777Lvfddx9tbW0opTj44IOH3aNzd9Fpp53G0qVLB/x+3rx5u/FsPj6qqZESkFffq+MfJa9wUtdDnM2DVFpb0Sgi2s3bHApAudFCXLvQWkoFtqhJxD15+BIBikJNdFgFPJ33NQ7T38dtrWetZx+ClhsrKhkYXiOES0dRThcVZhvbowYhPHgJM8nZgjG+kH9NnU9Xi0G0TUrHa2th/vyRBzVBfrNwobR9XLlSMn1anDW0jptDDcvxzPbRGzCIx8Qxz/O5Sbwma1tR5WOrYzJTYmvwECaBmSxfNQgaecQtJwnDieFwsiE0nUlswk8vGoNelc+HZi1/nDSfcGUdS7bA5tojmR5ooDDeRpejlLW+Gt5eKg2VT448yUnWXzibRVTSjFayCvhvx2H8M340x/A8B7AMHwE8hFOTNBOGg4mJRjrNQp4+4AYOG3c37reWszbmIxhUxDQYCvLyNFWOIIYqxW9GmbWfh96AoqMdtmwBj0dTEW7lPfZnsfs8yaIlvVobjw/KZiGHE6qnEP+oGY3CiEXQDoMPHLWAxHSmVQTZ0jCRKazBr0M4S/OIT5yKo7MV99YEOhGjx1FMD/lsMSYxVa3Bp8IYSmP58tkRL8MfWocCupzjiBn5bAlMYhKNmIiyzdPdvG/W8lPffP7tq+M30W+zj9XABE8bW8OlfGDUoJXBOH+Q90L7cpLr75wU/VOS99ILM4KbtzgUhaZc7SBOX8zHPHn4rABF0RY69EC8VxjKxJFfiBkwcZiKSQeU0RtUxGMQDMGmRk0lLSxXtTzpOjXF98F5r2FjYzqoaTqkP4PTRbyXVKtTrdK8Ly60OLv3j8zoXU5QuZnobcOngzhiQfIcEZRlSWmioWhSk6i21uDRYRLKgVuHpXG55SUejZAwnCiHk/VZmA+ofJarWn7mnM/m6jrWRWH9vjkw/0YcVIKTjac4icf5ZuI3TEBkjUKz1DiM5zmaeTxPrV6GTwdwJzG/WVVjuBxUhBsH4Xt/zHtUFNPnIWEpHHGIR8Dp1FTRyrt6JzCfpHg8g+8JzQdmLWiN3xFmWlmCLR1zmNK5HP9kH06Xm3jMjcPhw73Rj+7opMcsGhTzviTm24xxxD25Md9g1PLHiSJvXtsCWw/Iwfu3EmAleZ94hLON31KptyXlvGtoOZ+F+UNL76byH8vZYMmE2HBEMO/LM6hwRDBUKT5Xgukz8/vJm/HB0cmbeDBKRXgbefEODBPiOk/kjdJow+QD9yGgDEoi2zg7/hAzYmsJOv1MrDbxefOSct6LescgoRVB8tFasUVNkv5jhDHQBIx8dlDGVGv48mZ5QR1LZ327L983OXm7bTpoOLnoJU7qXtxHvyo07xiH8Zx1NPNUUs5nYH4T1WA6qIo20kYhC/JuYNHedzNj3ejkfHl4bDDfD/dJeWOaMLXaYmvjH5ncvpwgPkyPCwwXEby4PH4YBuYz5Xx8AL5nYv69lfCK/0j2scQB6XaWovfdl7dfi4HWnGz+jZP0Xzmb3/Sxbd7kUBRQoVpyy/nEUHIeDGXgy1NZmM9L835TAo8jTnmilXezMR+PoOMm8fjwTfV4HHRcMlm0252S85XlFk2tf2R61zICVDOx2pGBeR/qHQNlKfDnEw+pndKx76la7jLm87pZx/v7fZsZwQYK4610bWhnrZ7O28G9UW43ZznrmNbbQF3iZU4yn6TC2kaB7iZGbnljjUjHgqEUrvx8zICBw1RM3r+U3qDwPWrbNpFdi3mAiVUW27b/kem9ywk4fFRVO/B5HUneu4T3psLw59HUm6FjDSduFUP7vPQGPcQTEWlfYjpZF59OdZZd2UAtP3XOZ0t1HeujsG6fDDlvFLJ2reLtwN6A4uTikdvzw8F8PAFaG5imorIkiXlngum1Scy3JtjSGMVDkPG08J55IIt930KjIBTEiMbQOEgkNBWRRkKxNrocE4GBAw4D8b2kBCZPtNi8Iqljq6txuvKIx8Dh8OPa2IwzJW8K+mE+ZOazI1bGFD20vHnfrOWnrotZ7j2MZft9m+ktr1O46QO6VBFrSw/l7aZJKDS3H/pXaGjgoN6X+TJPUqmTmDdcvMOhaGtw3pdaLXRQyF15N/DEoXcz4+3hYT7TrqyiheXG3jwZPwltmJKGGYtjOM2ds2+SvFcKvPkWp7f+kX0Sy9lq+phQbdLW6iMahbjhwowNjflwxDOoXZnpSwUr63hxC6yvSWK+axNdzUHWqpm8Ha4Bh5OTvf0xn6ljj+F5Dkz6UoPalcH5uD9Yw1pzL4Jxr/BdW/ji3VTShGEa+KwAM5yb6K2YQYfpFTlvJTFvHJBb3iRMmD4NVq+RFYJwGNZvEBs+K2V/IMy73TBtisWWtbkwnzck5keiY983armLb/MB+7LUcQSzCrZROKGALlcZ63rGs2GjosAZ5A1dx9G8wpmkeW9p8aXe5FCMnZA3OTE/IUHv1jbi4QRB7WGTNZEq1cxyz4FpX8pKQDiE9LR0EB9XOayg5kC8dziSts3GtJyfWG3g8/pGJOfDEQ+xqMj5hOFknTWdyWwiz8Y8+Sw3avltyXxCc+r41xbYMrGa6Y0vUGgE6HKPY13pZ9kYrqK2VmI4/7/RbsnYHIo2bNjA1KlTP+7T6EP2UKSOjo4+PTcH+hz+MzM2IZ3ZuH27ZDfqhEWt0UBRoo0OQ5zieBwO8zVQ0LuVolATx/M0eztW4lERonGDVXoWfzL/l7Mr/0ndoVF48020aRL0lxFWHprWydQwtzNByYmfRff0EHlvJToSRblduGvnoi6bj3VkHQ0N0NYGpaXy0I60DVI2WRZ999m1BOOSrFTOZHpooDVIJAIRw4dnUhmJYAR38wbyLJkeqlHs8EziN47zOTDxDrP1ShyJKKG4ky26iqfVcazIPxzffx/G9y6TE8/OGrUzUU0TaG8n0BGlSxWiMag1GyiKt9LhGMem0gPp7DZwOSzmxho4PPIyx+knmcA23ErKzlaquTw+dT5nL6qjDrmRuquLoL+MqOHBZYXxBVpQhYVw7rnwwAOpk+mJe9jwYZhxuoWgs5B7ZizkHU9dKiU/GJT42Z13SvA7V8p+9vuVv3mNax+Yjt8M4XUm0NXVmG4nfncMVq9mZuc7fC96O9PcW3HXzEkzZPVq6O5GFxQQnDhLJiz3tODZ3oiyLCiRZu0ftZWRSMB41YJLRwlrFx/E5vC0+WU6C6qJ5pdi1NbwuWMMFi6U3k0ulxjA7e3S3qawEH547Bs88MpstsdK6GqNouNxallOkeqmVRezlumElZ/Pjl9JQayNoq5GjtdPJTEfJapcrFJz+VPVMHhv1/EnEikQBNrDdKwSvi+ctZBXrDqi0TRmIxGpNr/gAhk0n2Lwc89JfwUApxN92umQ7Pe7eTPcf7+w1J4w6vNBURHs27mEi1Z8C1+si+IqL/7pFTJ1cdu2VJ8BHY8T9JdhlY7H27wBMxpEGQZUVdE65UDuX3c0B3Y83x/zxgm8V3QUDdQwcbLBvHnw7LM5ML9DY7Y0gWURsLx0mSVEw5oaGijWbbRTyqaiGopLDaoqLHxrG9i75WWOs55korENryNG3BgB35OYj/ziAdrXd9HpKiNkeUgEw4ynhZivkJ9OX8hrhmBeKeF5MAg33ACzZvUv1coujVZKoHvVVZAX68Db3YwqG4cxvgxPZzM0NzHTu4Xvtf+QaSVduCdmMGTzZujsRBcWERw3aUDML9taBhoqjBZ8joExP6S8CXZDZyeBhIcuXYBWBrXODymK7qDDKhA5b3pEzg8T8+u/dDHeaBfdnjLGTx6ZvFkwZSFvu+tS0A6FpJ/yDTeInd+nLDEcJfbcy6x58BVMHcfpNphQBWv9Ndz54Zfwxrpwl+ZBUTEeD+T3NrHvuse5KP5TfAQpnjkOf0VBmhnBIMEgdMV8tBllRJSH4ngLk3QjJCy6HCX0GgW0GcOXNxmXKnzvjdHyYSumSoDLRcA3Pqd+3VRUQ0IbREJpOX+8fpIqtuE1Y1hOFysSc7nHnE/LnDr+dNESZi8cvZy/s3ohLyfScj6S9K/OP7//MPrByhQbG+Hee8Hrles1DCgokJ7W+3Yu4byGi8m3uuj1lhF3efBYYWb7N6OGgfnhynkb82ecAc3NIusNQzIt8vPB7GyFcFgwb5agLVK8b9WlvGeJV/CZogZK2Uk5PxDv3+9lXGI7QVcRd8/6Fe94kqu0rS2EtnfT6xvPnb/Kz9ljMNdQ+o8+gssv7CEvuANveQGMK8Ptlmved/0TXLTlanyEKJ5bjr8k2+AAnUikzn20vG+gBtNp0NwM48YlMW8FCa9upCVahOlzQUkpzc3yDEejkvmyjyW873WX8qGjBsNgRPJmuDo2G/M/nb6QV3VdqvwwFJK/735X2twN1XbBtiMbG/vqWKXEnvD5kjp21cWiY2eXDcp7KxTB27IJM9QrOra8nHfNA/ndtqM5Kv48+zpWYiaihBJOtlLF0+oEluYdxUfOGs6/0OALXxhAzn/UihmXDP9AQSVdPebg9vwo+L5miwdHVNr6lM8qhH33hVdekWssK6OnsZUNO/IYRxtBM487xt/J6yXHp/Acbu4g1JPgyokP425vIhaVmzL9a4fiOO4LGHm+PvrVMKRA5frrZYHc65XPnU65boCZzUv43oaLR6xje5wltMUK2BIrw+mQ4Mugcj7/HR54vJQubwVlvgCeribClpsWVY4ZDUJBAQlfAR6PHDoetdhXNzDebMNVWcpboRqCwcF5/358LgsdIuvfuGMJnitGYVcqPz9zf493yo8nUTJesjpaWwgWVNDrKOa228S+ycR4drsd+7M1a0Qn+/1pfuflwcaNgvnbgxdTbAjmmzs8RHvCFEVbGD/BxFSDY34ou3JF2VH4DhvAtnFZhN9fTUukENPUUFlJIKBy6tiPnDVE4wZup8XB7gZq2odhV3796+gdLQSLJxC1TFydO/DFulAuF5SXy3Pt98PUqWl5E28mqL3cWraAfxUel5LZto4991yYPBno7ET98WEIynRtZs6EL39ZKtmSMn/zZpkT4fWm7XmHQyrXTXP0mB+JnO+umMVn3r2bv8ROptcsomJ2AZ4Sf7qaMtHOgfmr+HPj4USjSTFnCe/94TbaEDnv9Y6hnO/pERBUVUFBAYGPGumI+gXzcxbyVv6xxKMWbGpERaOEEi4C7hJu/UVhSsdmt1TLHIiulCRCXXaZ2BC2vPF45P/OyvnWKQey8EPB/BwtFSYR7WQbVfzNOIF/mUexIT9Dzn+9na4dEcrKFZ7qCsJbWmnZFqNwvJuFfygZVdLXnki7bSr6fzqdeuqpTJs2jdtvvz312bx587jgggs45ZRT+m3/nxrYBAluLlgAy5ZJADAWE8OhtBQOPBAuvVQMuLY/PkvjE+/yN9/p6PY28loa6bW8GA6D76l7qPvu/vDjH6d3uHIlRKNs3u5io3cuSw6ez7X/qMsRbRyDCOZoLjh5frhcMHcui4rn8+67cNrmBRxaJIHXnu1BvIkAIL2pHAV5vB3bn7v8P0C7XOTFuuhxldLjLePL8cc56pvV1Hz/+NTlDHAo5u/1DDz4IAsCF7Asui9tqpSY5cCpYpSqdg7cO0KzazJutwjYoiJ4+imL2ZEGii1R2Ov8NTzymMFRRw1+Xam014zvdSTK1lZxmp+eNZ8PitMSUmsx4mtrRziwNaE5ecKbLG+bRLW/BZXnlyjFunXo3gCNPaV8zf0oPz76JdSaNX3PMS9Pxh4Hg+nP58wRhV9dDaWlLOmq4a67QC9vIC8iDpLar4bjTzDsTVJQuu8++P73ZXd+vwRNfD446ih49NEMzP9b07Y1TEybOIlRaPRQ7IvinzuZ++8XiDY2wt+etPoc13asU4plMN5Dn++008Vb3XO5i/nsmF3Xx4EdkPeLFsmQJhAFetttcNBBad7LID+WLxd29dlnUzPj17/JZb5fckh5IyqWPD+fT1Y0HA6J/AaTJTJOJ0ydKpHVo46CmhqWvGZw151pHvS4SumZWsOXTzSYNEmyo5WCr3wF9tsvByuqupjf8UNhRejbLAvOYetWUkFFp1N+d+edcOSRIh5efhmeesIif0MD+dFR8L2ujjW/WcL2K6Vkz6GjBKIuPmQuz+0znxUlY4B5C04+eBPLVzipnqJQlenG/LqpmcaNmq9Vv8aP5/4elX2ORx8Nzz/f99wzMB/ylXLkt2rYvBnmxhqY7B8c80PC8IknWHCvk2XsT5suJYYDp45SWpTgwM/kpeX8MDF//eeWMK9Byt4nlO0CeaM1vPQS3HcfwcYdrFolH/urCpl1+7lYX/giJx+ymeWbS6neOy8D8xr9/geMb/uIy4y7OcS3AlVSLFaq3w+WxfKJX6TnjRUpXMSVC2vWHF4t/jLLO6rpdpZyxk9quPvu4cmbfnyPBZgbWsb8SY/AsceyYNVxA+rX+fPh97+Hhx8WP9XlsDjI1UCFU465Ib8Gw2FQVJScINzy8cr5FO4Hkjca3G8v4ZL4AvZxCH8th4uJxwyN+ZHKeRCZcdttIr60FifkqKNg/oGvwGOPsWDzaYL5kD/Fe9tRmTgRvvc9+b/Tcn4g3kdn8rTzRD4oP0aiv+0d6LY2Gh0zqK2xeOyWVRiOHKsmmc3uku8trTj50kksX2ZRHV+HGl8GE6qgpRXd1MR4dnCZ95ccUrAyLecH0EOj5f3dd8sgr3BYfPyVKyHa3ourt525vkY5VF0d9fWiXhIJ4bmdLWaa4svfe+/I5M1wdezHhfnxq5ZwGQuGx3unU5zzE06Ao47ipy/W8NvfGWzZZHGIR2y8reFS/tVdg8NlUFUFP/whnHnmIKzwbmA+d8uh/D9k2aaywe35UfC9aVOUGC5axs3lwD/MlwXSu+8WRm7bhu7sZGu0jBV6b572nsIHk7+UmsDdh/dXvsWKb/+M+EbxpebMRgL1554rE4szbsxQfG9shK9NXMKPSxeMSMf+5oVqXl9VyrJ4DVVV4PhwGHL++8+w4L48VgYnEdVOXFaYuflbmH9BEL7whdQ96e6WGAyI/V5QIKczFO9XuWvw+ETW/+UvULZyhHbl9mruCn6LHdMOy2mL1O4d47F3Jo/MvsnB+w8/lIDdQaEl/LhEMN+5I0pPxEWjby77/Ga+tI8cBPND2ZXJTQa2bbpamKtWio6dP58Fj03JqWPz84VthYVw5ZWyGD0su/KCC2RjO4zi88HXvgYHHCABxBUr+subcd/kA/+hUFHZH/OZ8mbNGrjkEllhATjuOLmnSQbvKswPW86XaCruvoqmv73Dsvi+LC74LtvzZ/SD4J/+BK+/LuzwesWNiMXk/B0O4flf/jJGcn6vveDvfxcmBgKC+UCAt1qnc5d1KTvypqP23w+2boX2duFTuILauWEe+/fUnca8zfudkfPU1HDr7YL56QGR8+2qlOCMGj5zlMFbb4kr/J3vwKmhxSy5eykLjMtZGZicZoV/E/OtO6n73kFQXz+8i9rDaZcENl944QXuv/9+LrzwQv77v/97TE70k0B33HEHbW1tqQFI8+bNyxnUhP/swCakY40tLSKcSkpkZaxfzHHxYqz7fk1DcAZtuoTSrvWSBfm9S8Tyyt5hWxtX3l7K0mgNhcUGjz++2y8tN+UIrl55tcE774DSFn/7cQP64T+yZfELPD7hIt4cdzxXrDybQyOv4sz3YgXDNJTPo+38aygNbqbmhbsxzj4zp6DJGcddeA/cdx/W+AoaHAfQcvnttHeZwvc3/0bNhDZOefpMOjrELjz6aHF+e3vTwaC8PPjb37L65QwVNM74flljKefcU0Nnt9Evw2vUvU0vf5KLfzqdLlVEmbcHj1sTjihaQvkU6k4WXryaugUn5j7HYQS8hxsTf/llWWnu7YUvfAFefFGUwtSpEiPM3FfLQ0/T/uu/UqLa8cS6+ekBvydSWsXTT4/wuINtlPXdkq4aLr7EyJld14/3jz8uXqBNP/iBACKb9zn6yobD0LKhh0JvjIW/K6KuMOv8fv97WLVKjLQXX5Tz9PmkoWFe3rAub/16OOcc2ea442S1s9+2r/8K45E/y36uvpbl4+dx5plpA9TpFLvgf/93+CwdzkYvvww33mAxrVdK9raESvn7FpFFVVVjhPlr/87Fvz+MLrOk/71MtLPwG29Sd/MXRoz5ri448UR53qdOhW98Y3jrQIPC8LP/TcOyOC16HO0T9qXkhP+i7H+PzbnPoXh/zjmwYZ0stvzy5jGWN6tXywcffABARwesbzRZUnYyE66p59SzBJsDYn6HprBtHQv1xdSVrZTz2n9/AcTZZ/Oor55f/CyNiy5HKfMuq+H1Nw0aGuQUnntOLmW4a3B9+PXUImqW/w5DabjrLqz99h9Uv951F9x8s9zrmTNJLaqUlsLTT8MLL8gxfvc7CcJ93HJ+UN63iL9WVWFxgEP4664q5Zanx17OA7z6Klx3ncj6eFzWe+6/H4yNIpgsrWiYcTItp1+U4v2//y3DqJSCG29MX/9Oy/mBeL+hg7LgRjyECeOhRZVT6A6zcOa91BW9PzK+d+7LxWu+S1fEQ5neLvt0FdDin0rhhDwW3mP1l/MD6KHR8P6rX5WAZXGxLBI2NEDbbb+mdO1b1OStx1j8EEyezBVXyLpEPC4Y27wZ7rhDHN5zz4ULLxwZW4fc6GPGfGEho+b9L34Bjzwiz//FF8tC9rZtklUKMH48qYWdAVkRXYpx1RXy3RePo2HeZUPb8yPge3RpA9ecL7Iy/8ga7r4nudFvfysCrKcHCgpYtmMC53QsoDNvImVT8wbk/cO/jbHu9kc5dvtiZk0OU1yUPNbMmRL02Xvv4fN9IdQdOcCFDHCBV14J77wj+3/ySbFjhiXnb76Fhtv/QRullHqD1NzxDYwz6/vxMjkXho6OgfeZfWrPPAP//Kd899BDycHZI7Er/7yFi/9wxOC2yC1DTIXOoly8f+89idv4/fDEXwXzf/pFG88vK2V9Xg0PLjKYOnV44BqJrO+z7Uf/oubR60THfv3rWGefm1PHPvWUyCGQxcPKyiGOqTU88QT87GcCEMsS5+Hxx+Gzn815MqOSN//+twwQsnsDfPOb6ZWLAfi+s5gfNt+feYbA9bezejV0OctYccVDHDnP12/bM86QVjdeL9xyS5r3v/0t7Ngh52nbLiO637k2WrxYNvzGN9LfFRay5PzfcfF754jPWRzDE++RTOpwAYXOAAsvXU/dj7+QG1AD0K6S8yA682c/S9srDgd861sS/7zjDtnmssvguNaHZDHzG/X9d/f7xXKcDLx8kmmX9Ng8+uij6ezs5NZbb+WUU07h/PPP5/TTT6f2P6Er6SB05ZVXftynsMeQYQyzCW19PcZf/kLth0+IV2CacPWVshQ2wA47/wx6jaxi2kG5j51yXLCdsKaVgXdNA9b7b/P4xO/ybIUYLT/c5wkennotlU8/gOHzULvjWfjxc1LX8e1vD7h6kpO3Ph+Ul2Ogqa2vgS+Y6e/mHQ+A61l5G42KEFRKgpgTJsiiFMjnfQKbQ93IjO8PAO6d2bcP6U73Nr3zBBb2/J4Fi4pZGZlLa0xKCWrVe8w/t5u6u5ORq1znOAwQDhen4XCaX4ccItfX1pZeRe+zr72boOifEAoRiGpuXHEyd/zX34CykR13sI2yvqujfw/YnLx/+WXZ0KaLLsoZ1ITcfWVdLqj9r/yMfWadn43ZX/xCrD+tJdr41a+KtW+XPC1ejGFZ1OZQpHapDAjfc7JiwWupL4wjDmOuUwzPTMrV+2ln+d7VJc/zuvxaJk+GHZtghk8ev7a2McL8LV9k4f8MdC9LqKtLOhIjxHwsJv+VkpYEA9z2kewS48x6at+/TO6zcw3cceOo9gMS99bKYKWnlmidXPNgOxmWvOnokHLef/wjnSkBbKo8lDu832aHZzI/np3e/YCY318x/5wy6m5sgzWdYqm+8444zPX1+P+RxoVNXynqew3RqOBkuGZQ6lK1hvufkUnxLhfsvfeQvHzjjbRujMXELrYfzcwZhz5ff74OfjK7Rs7DILyvlUT9f//bYF1S3syeDNi2/RjKeRCe2LIeYMaMpB8xdSoUFmJ0dVHb/Awc/e0+iwa2HWI/Z8M+7kh5H/uQBT9oZ2WgnFZKcRGjtmgD8yc9MuKgJkBd0fssnHkvCzafxsqO5D4jMWr3DzD/tjzq6gz6yfnhnvswNolE5L/dgqB2nzh0Pw75IRHqyf4phYXpezJ9uugJO9hjl7WO8NSGrWM/DszLfkfHe1vuKAXTpskazFVXpT+LxcSvzzQx++0usq94yfE4xrv/pvaK4V3TcPneUV3LsuT9+2zyP5s2wfvvi7Ds6IDOTg6oiHLvWRtZsGLOoLyfPN3Jr8u/xtLieVxf/iuKO5IRkDVrxM75/OelR0ZJyTD4DjDAhQxwgZnPvds9THnT1obx3jJqnStEYFdMgjPTN2UkcivX9v/6V/q13Up9RHZlbS0LvzgMW2QElM377dvFVsvLk+Taus8K5tv2g3Vr5DeBwDDOffib5N72wH3gr4AGXn8d49xzc+4nM5nG4RjimNGoZCA/84z0NzFNEVqTJ0u64QAnMyp5c+CBEti8+WZ5/9vfivz88peB4cgaGCnmh7VJWxv8/OepWNxfJl3GVHw5t7UxWlDQd19Llsjipt3aINPnH7Wcz/Q9MjH/z2oWHnk1CzaczMqeubQa48Xn9K5i/kXREQc1YdfJeRCIZdorILEHO3kXkvoxeb0GOXb3H5KpORoa0fCgr3zlK3zlK1+hq6uLv/zlL5x77rl0dXVxwQUXcP755+/RU84/pd1IS5eK1lJKtMScOf2Dmllktyu1rByBuD2IbCHt8YCBhTrnLJ77bb0oTgClaPnerVQeWi2K79VXRWo3NcnS1XApGiWVDuhwSJpbDrKNXTuwaVN5ed/A5s5QXV269HesOgPU3fcNjnRdQsNDt8mqNm3UXPxZjFtu3rmTHQFlKgmvVxRvW1sOfi1eLMu4110Hb75J5E/PMC3wPte8fRJ0Pp0Gr73tGK6SDcn7f/9bWjvYAZ6vf11qvXdmn7lo8WKJnhx3nKQLuFzw2mtynb/7nXy/aBGcdVbOn2c6qXZgsw9t3izLuiA9ufLzCXX038x2mMeSOjvTr/fbT/ywoiJh5UEHjSHmd8FzlOl4OZ2j308feuEFYbTbLUvqmfd1hPjOTOjt7e0fqM5FA/LJisOfH5NzsFeYQNITL7qIx/7vUHYskY+qq4e5T6MQZv8BDj9c6mHDYcF3QwPTq44Czuuzn/x8OGTVYkqbLP5ZeWYqsDli2rpVeAuC95wR3zQtXiwx14oK+dt//3RWeX19hpOIZMiMhnYFPgfb79NPi/iyKSv5e0wp+x6lTFWlxCN45RVh4tq1sghJ3+cp8zkbc1q3jronL+fI0o00hEtpy58iWV7HVmB85r9AH5bVUNbq2+QuuxFe8nWdZXHkm/fR8GIrbb1u0bHt7RjxnwG7turKlvGpBa3Vq9MKd//9U15spsvQ3b2L5NkgtLsxvzP7zeRHNCoy4e9/T8uE/Py+MiEnud1SrtnQIDZpc3OqDHzU9NBDcmH19X10aakvBGd9G95+W9JJKyok4lVYCBMmUPfjLzBQMplNthzvdo3jb/v9gANO+jLcc4+kToLI6iVLRB+ddBJ1dY4x5XsmHocQ0ULxuJQBrUgGNQsKROllR5x3gjLle6YaHAntEps+Y5/vvCOtnvLy4NBDc597ps7aZVRUJHhfsUJaIjQ1pXrOZ9Kw5c6OHeIHrFolz05zs5TMPPAA/OEPQz6Ao+L70UdLiuMvfiHvf/pTCaQmI6G7Sob1oYxnHK3lGeztxTCgyzGOyYGPiEQO7fczrfu2W8gkR0b0KRYb5vM1Wioro+7hb3HkGd+kYUuJ+JxFCWpuOjWVST0a2lW8z+XnBAL9fdZPKTeNaip6YWEh5513Hueddx4bNmzgvvvu44ADDmD69OmceuqpnHvuuWN9np/SJ4UsSwRwc7NItUmTZEVrCMVeWJh+3dW15wY2bWXs9wNnnokC8v8qRrlNbjdSQ+VySZpNLCYbXH+91LQNh156Kb3Tz352wIhAZmAz01DItFV3NrAJI19lHtY+7/0ptc/NhbaVkmK6G4Oa0H/1y8ZcJJJu29InYFdfD6ecwo4nVzIl2sDUznfFqHn6abHghgjujZYG5P2qVdLawU5j/OIX0/Xeo91nLsrmwU03yYq11yvXXlcnBt9nP5v7GV+8mLyQBZwJDBDYfO219Osjjxxwu8wBSmNFXV3p1/vtJ60bQAKcY63Kxvo5yuTHmAQCFi+WaJPXK/U1IMvSdlbuCPGdKcd7eoYR2Ewa0EZ9fZpPWsObb8Lll4v1aDsmPl/KocXhYNMv5WOnM6fvMjDv33hD0sW2bBFPsakJmpqY+vdnOTd/PQ9MuyUViJn8ymImvL+ItR7hwajxuGxZ+vUBBwy6qf347b132pE99FC5FtuPsj93OHbOQdgVcn6g/WbHU3ZlYDM72JvC5UMP9V3ZWLYsFdic8upiPp8MYI9ZYDPTQQRJ87j6atiwAWPzJmpne+Dfi2WxaNEiOPzQ0QdEFi/G2LaF2tvOlGv81a/ELvvOdyTqsIumCmgtOvTzTQ9RoQygHt59N71BbW1qgSQ//8zUx93dfZ+nXeroZtDuxPzOUCY/nnpK+tYdeWS6/HzaNBElQwY3DzyQVC+NZcvEbtgZMozUQTtnS+CjtvNlvvrLq6BzTfpBDwZl+lhpqdgsixf3lfM5qKoqlWAqyXA1NdJD4m9/gwcfFOM2GBSf45574NhjMa67rv8+R7ngbOPR4RhmFdkvfym9C5ubpVz+2WflZg15U4ZPYxUc3CU2fXKf27enZWymnM8897HwS4ZFRx4pgU2QhybHwn+mfPf++SHwGv3v1fLlcPbZ6aSd7dvFz7v1Vvne3n6Iez0qvp96qgQ3//QnEbA33SSNo5Mjr3eVDEtRxjNOdbUsJgBmoJuSWAKtjJz2ejgs68XQ36fPXjjc5fL+oIMwbriO2m99S4A4a1afTOrR0q7gfS67MhDo6xN9GtgcmHY6pj916lRuu+021q5dy2233cbSpUspKSnh9NNP58UXXxyLc/yU9mR66KH0wBKQJeQ33hDFXlkp5SJnndV3sEkOyg5s7qlkGxKZTlh2orLHg1zr734nKV/l5aLd778/rRxIbvPQQ7kP9MQT6dcnnTTg+WQGNjNLqMvL0693mwExUvrd7wQjtbWyAjkIPnYFZSuJzHua4qVlpQN6AKWl3HzA42zwJ3s7rVoljumDD/YN/u1q2rJFjmtHZ488sk9j8TGlbB788Idi4IVCArx//1s82Tfe6ItvSEVlHK60qsmZdfn66+nXhx8O9A08D/rbnaTMuMacOelnKruqaE+kMc1wsiNo11wjzYOam+Xz8nIx3m+9dcT4zs7YHJJsA9qWBY2NUm959tkyjcAennLccZIhceqp4HAQj6cTfidNGsGKuX3N3/lOstv+18RhAayScXy56Vfc+v6XGBfZyrHNiyl7ehEfHHRWqvXI7ghs2o/fjBnpzwIBuQ1nnZWucoB0yfUngbKDz7tyMTPbCUjpbMOAt95KY/299+T/4sVMen4RWgmQcrXAGBVl4jsYlGftgw9kFcXlEhwqlb65Q9hNA1LmYtQ3vymNGM85R4yTxkZxyN94o/9vBrJHRkDRaDJpVBkcuSZ5/jZfQUZYL1oEhtHHdurpGUWG3P9HlB0IOOusvqIjGOwrEwakzB9lyqHRUgZWC39zF99edxmXrvk2hTuSQc1Jk2ThyOORyTjPPTdsbJtmsl8wUtSRSCQ/PPFEsR+POy4t8NraZMH1xBNTMhxIPwujSKOy5fuwdOtzz6WTOqqq5LhFRTv/LGdRZvb5aDM2dzXZ4hT6BjYz7YHdkrEJcMQR6deZC+gZlKnHTWeWDaI1/PWv0tx9/XrBW2EhXHttOqhp07AewFHS+efDscfK61hMJp9u2DD2x8lF9nU98EB6AE5zM0pb/F/luTxbUZ8zsJnpkw4V2NwtFIlIhczs2XKPdrPPOVzKZVf29uYoRf+UctKoMjYHov33359f/epX/OpXv+Kxxx7jV7/6FaeeeiqnnXYaF1xwwX98P87/LylzJeeUU6QMo7k5HSkyzWGtZH0SApuWlRYsmSuP2QK78MnF8HjSqdBaFFB+vgTv7rpr6OynlSvlD2TVd6+9BjynTOPf5pvb3bc6eo8MbGZnAdrvYbf1BslO68+8j729kliQa4W/xazghr0f5fbVJzElvF7K1P/+d8H+7jj3tja44op0RK6mRoKNNq7GmnJlOdx5p5SBbdkiht7UqfLcX3ONlB3ecks66+isszDr63E8LAGCfgZQZ2dqAAzV1SlPJldgc1dkbGYGNu1WSWvXyqXZjbv3VBrTQEBmAFtrub8ffSROYl6e9DMbIb6zn6khyd7/gw9K5su2bVK2bZdMHnusLJbNnNnnZ1u3pjMDssvQB6RsGQTimM6dC3feieHy0e6qYO/uN3jgnf3Y7qkmfvElrA7VQ7JLyKjwqHU6g83OHBiE7McvM/Zv89I+bbtH2GjL0D8Oylx8g92bsZkKqNlYv/xyed/QkHJqm794Fs++KQweM8fLvmG/+Y2Mgg0ERACZpjjJmRn39rajcZKzF6OUkmkDb70luqq9XUoqb7kFDj54TKsN7MWnZyvqme6Hmb/5jeiscePkep94InVu+c+mf9fd3dfZ3R2l6J8kypTvn/ucDDy86670Z3aQa0gRPWeOGDyhkAQ2x6Kp/SmnwAsvMO0PN1EVUSg0scoKXCeeKHL7iScE2/bJDTO7DSTJc+NG0cVNTelAJ0VFyQkax0m2pk2vvALHHCM2UjwudsgoF5zt535ILK5dK832tJbrvf124bNNO/MsZ9HHEhwcIQ0U2NztpeggBp09dGD5com2ZTltmQtX5ln1EhlZtEgAsGOHyEfbBjnuOJGdA63E7SofQKm03f/222IEXHkl/Pzn0uphV1N9vfTUf/99OZeCAtRVV/Psb+V69/jApq3jbDn0Mficw6WBMjY/LUUfHu0yl22wfpynnHIKU6ZM2VWH/pR2J2UaKK+8IsLW6xUr7KKL+hsyAyj2T0Jgc6A+ZtkZmw4jy6nYtk1GmVVUiDR/6SWx1AYytjI7WZ900qBGZ+ZQlvb29Lnt0cZProDCCAzdsaJcPTZtylTI2RSLwQ7PZB489s/c9NxhElHp7BQLfFeTbczYluO0adJjMxMIu4MWLxZHtbhYUikye3X96lcS7J0ypY8z43YPENh86610j9CM1fXdlbFpyxunU3BQXS1+imVJcHNPVlVjGtjMDGArJcGec8+Ve9PWlq4ryg6gD1LmN+KMTRDH4aGHpNxQKTn+rFniLH72sznl4aZN6dfDDmxmB39suvhiKCzEen8V63+7luLodlxWkEnBVZhTJ+Bam940GmXkZY5r16bbjNTWDjuTKPO5yeSl1umgxq4MDo4l2RXZpaUCLUif+xi3Kc6ZhGg7WYsXg6W/yZmfeQpefFGC+M3NcOmltE+rhzdluzFzvCxLFoFMU7KHlBJG3HBD/xHgMHo9mIt5SsGf/yxZzi++KMLtBz+QDJalSyUregz0biZOV+53OnzwmAQUtm6VYNRFF/GQVY+xuG9Mv7tb7ovdxejTwGZfyhUIyJQDw7bzHA5ZDH3rLRnms3GjYHI0pLVg6Ze/hLY2tJagZlS5af3Rg8w+6wh5AHPJ2WEG+yZPTr/euDEjsGnT7NkS3PnnP6XFAgi2L71UFPpVV40a1zkDm9ntJHp6JNAVicgzVlOTuyf+GNm0mRmbe5xtn6Q9KrCplNiVjzwiWHv77X5TFu37nGo5UF8v9/O668QQtQPWl14K5503xg0sR0AOh+iK+fPTE2uuuELaBe3qGScvvihOpq2zpkzBOPObOB8W/uWyzfeYwOYe4nMOl3Lxsrf301L04dIufzrtfpxLly7l2WefRWvNMcccw8EHH8wDDzxAd2Zzwk/pk0lnnCGr/o8/Lqtb4TB873u5DZkBvJXMDMNPWmAzW2AbZ5/Z99qvuUaW2JubxTJ78UWZKJ1LkHZ2yvf2jj/3uUHPKTOYYTu32YHNPS5jc6CAwq4s48hBwypFzyJ7NgPArNbXZSU4GhVNdOmlaS/dpp0p78tu8xCJSPbv+vWCpWBQAua7O5qRaSS8+ir86EdiVLlcYvwpJV7q1q19BmbZpRP9lHaO/pqw+3ps2hmbRUVy6pmBsY0bx/54Y0lj3mMzk7q7JfJkBxL/+ldx2DIfjiHK/AaVQ9n4BsH2t74lqTn2xU2YIDg76qgBF3ky79OwA5tnnjmwMVtfj+O2H7O0eB4BRyGgcOoIrnPOYOaHT6Y28z02zDLHzGvNLkMfpozIfG4yeRmNpjNORjXI6GMgu9AjM1s6s03xWPqNhiHDZDNFc0FB1rFmz07XUDc3w9e/nnqejm1eTPVLDw3vYLkwDSLMvvtdkW/XXSeKxMbyjBnp8r5dTYYhmaKf/axc5zvvSHZ0KCSBrl//OvfvRqDHbJzmx9o57vlLRY7YCxTl5VBfn7r/L72U/l13t8wta26WzT8tRe9LmfywRWOmTZprITAnPfRQXwGSKY9GYq9s2CB2/s03y8PV3IylodU1gc2+2RS3JVeAhpCzQ61gZMrzAdvDKCUprL//vSRU2HgLhaTPZbIn4EjJDrj0wWJmOwnLkuu3BzF1d0tlwy6ksRgetKupqUn+5+f31Ukfm1+SYVf2KX1IUr+WA1qL/WoHNU1TgvcXXPDxBTVt8nolu3/iRGH022+Lj5ltWI+l79HaKm0empvlOHl58owtXpyy64fK2Mx2U3ZrYHMP8TmHS5l2vV0xll2K/mlgc2DarU/o1KlTueKKK1i7di33338/S5cuZcqUKZ/24/ykUC6jvbNThuL87W8i8Gzj9ZJLRrTrT1rG5mA9NnMa5D//uShEe0zciy+mG7hn0v/9X9pL/dKXhszEy3WsvLyPqUn3cGknDd2xooGGB8HAgU1bAR/bvJjDVy4Sh3TePPlw1SrpZ2ZHPnfWS880oBMJaRje0CDGRWur9AMsLR3dvkdLA618fuc7oo0LCuR/NCrOzne/m/qpx5Pk2+qH0vuLRsW5Bokszp2b+mp3lKJrnZY3tgzKzNDMzATcE2mXTRFevFiiQT/8oby2mfLqq1IOvnFjbixk0aCl6Nn9NN9+W7IlGxqE8aYpbTjKyiTTbBDKdHiHHdgcgsw/LObY1j/wUPX1LJp6E93uMmhpoe6P3+J/G2/lhve/QtkDA/QdzXYqMq81M5CwceOwZUSm45Cpi8ZiIvruJtufsNdoQPzNXdGm2D6WHXsAeOaZrGO1torejUZF8FxxBQ6HyKsvNC8ibg1Thmdjuq1N+pIdfriUxNqR3OZm0e0zZ4qHsjt7fZkmPPqoTPKyy5B9PrFJrr5aMjczo8Aj1GPhMJSHNnLp6m9T1rYyHamcNUuUwOLFqXvyt7+l78mrr0qg057y/WnGZl/KtPVyZWxGIul2HIOSYUiGrs14Wx7lus+5bH57WM+XviQPEqQWWl/4rxs4+5AP+EflORQ/MTY9JUekj/1+UTo21rSWnq7nnSeLrLkiKIMEgGx7o4+dndkz8/zzRW/ZNtk118jzswspM1C4x9n2CAZbWuR19oC4jyVjE2CffdLGyFtv9WuafPiqhzi2eXG67dCf/yx/Wsu2hYV7ljFYVJROamhuFtn9ox+lBcBY+h5aS7XM2rXCA59PhuAmn4F5zfKM5wpsZuIz20/erYHNPcTnHC5lxqjtgZuBQN+FjE97bA5MH1v3sMx+nC+88ALPPfccnxsiO+1T+pgps59mfb2sgi5YIAEdW+iXlkpgc4gp6NmUGdjMzOLYk2ggBzIzyGkYA/Tke/ZZsdA2bRJF2dAgGX5f/7oEwxwOUUpPJrOBlIIvf3nIc8oV2NzjS9H3EBqsx+ZggU3b2V16+FnM+Ga9NKs/+mjpR/jSSxLUP/DAgUuwhkuZpRJ//3u6THLHDimvuvTS0e13Z2iwlc9//Utkwuc+J/+9XsmgqKiA73+fozYt5sDmRTT5Z8DiZCnXu++mLaLDD5ftk3WouQylsS5FDwTStqCdNf5JytjcJYHNXAHL6mox/lauFNm1zz4i62+6KXdQL7kCPnGrAcj3fZ4pexvbQVy2THo3bduWHqTy4x/Dt789rF5ItvpRKkep4k7wYMn0s3jWXw9a460o4Kz11+Hd3sI3em4GwBlyCO4///l008hc/Qozeyva/QZ7eyWyM0wZMVApeqax+0kpRQe55FdfhcceE9HW0yPrILuiIqy+XqpUP/xQjmVZGV0yFi+GNWvg+OMlZTApt+Y89xrjNnXz8ORrKD64ns9m7nCgevn6etHv99wj97azU8pi7VYdFRXikfh8EkT85jc/nl5fDz8sNb5lZemIrx2FePxxcf732Ueewy1b+mM04xnvU5YLqGX/5tI111EZXk9JpBPcCQn4XH55n2utr69PzU+ypyjPmydxKPg0YzObcmVsZge2gsFhDOGy+8pedJGs6vl8Yqv89rd9e55bVl+b/4wzpO/xr34lD5KNmXBY9nHNNfzjrXr4UPqrXlnPmOB64sR0AuaQ+tjG17e/LX0/v/ENscm8Xnj6aVmUe/jh9OSy884T+X3NNTn3ddRGi0QCxuu0Hktdz4oV8LOfyXuXSxa5L7po1Nc5XNrTMzZbWtKiITuw+bH5Jb/7nSwk9fTIgRsa0kO0Fi9mxvbXKOlYK+e3bB8J3NmzIiorxZ7f00qWKysl+HryyWIAPf64GLHl5SPzPbJbK0D69a23ilyw7TLTlAzljG2PvnIRvcXwRn7/Y2UW5H7sPTY/QZSZwFFSIi6fZaVjI59WNAxOe8RYhKOPPpqjs3pefEp7EGULvgceEKO9tVWCmq2tojQuvlia0Y/CUP8kZGxmGpED9djMmWBp8+OSS6Rc5owzZJUX4Cc/EUPrd78Ti95e6jz8cJmyOESzsYEyNvfoUvQ9hOzAplJy34YT2IzHQWmLZyrOonf/er4KAt6f/1zu06ZNUtr35z9LA/tZsyQa98c/9jcebDrvPPmfXQYYj4vx3NQkU2Xt0sVLLpE+mx8HDYRFOzhwzTVyjWefLYaW1ws//Sm89x6fWdfCYxWSzfA/ixahoG9mUHc3/OMfqYDQ7sjYzFxEsWVQVZWsM8Tje/5k9F0yRThX8HrffeXenHaaZNhqLcbu66+LPLOxmRXUK/vbIo7tEkc3JYcWL5Zn5HOfkzJz0xTjWSl5VrxeyRCwB6kM0QtJ63Rgc8KEMQrwJnmw7OV62AAoxXsHngvzS0h8/ZuoaIKo4cEaV47jkUckkD91qjgWTU39+ffTn8qArFhMAkV2v8GLLx6WjtR64FL0zNeflFJ0m265RWBlmukBwruKDjpI1p5spyAV1MwM4p9wgkRbo1F8K5ZSpnyURrYSiZG2g6B/4PrBB0V/+3wybTwYlCCQHZGpqpIgi9MpVRmXXPLx9frKNbjvl7/8f+z9eXxcV33/j79Gki3vHkuJIyfO4hFZCUmQbQohCdBIlO7fTyMl3RAOYAn6KQVSIuEW+FFKMVL7AVq6ICUQIyjFkdKypSxSWJKwJZaSsIUsnmxOIsexNN43Sff3xztH58zVvTP3ztyZe+/M6/l46KHR1Sx37j3L+7zOe5ECFGpX9rnnREU6eVLCOG+4QY7v2CF9/rHH9PdX5w0ADzyAtT/8ORYdfxZrjz+NmvrFwPaXNigcvuvWrZ34m7+RSzQ3JxmNlLBJj81sAhM2ARHU/+VfROD5/vdlPLrpJrkJXV36/qr79R//IR5iMzPSpicnRXG8+WY5mZc6VObb8vQVK14qwlKLosM8Fy8WDUdpK661jpw25O64Q8Llh4ZkXnnwQbHB3/1uGYfvuSf7zYw+bt12G2bmbgQSwFWP3QZ03Su5Gt/yFnne176mv/v69RLdUAZC83r0iJlfU+nHitDOvaZGPA4nJ2Wi+eEPdRqY227DL9bciNTxBDp+/RHg/5wSW3TpUjEK1VgdxWIzzc3SFv/8z6WDfPzjsnHW3i6DgZODkRrDr7xS7Hlz8wIQQ+PSS8Ub+9lnsz1V//qvJRxf0dmJn3wOSEzORTsUPWY4eWwCWh5YurT4em+VTCSETRJxzIHvda8T14exMZnU1W7tP/6jTn5fgKFuGmNRFTa95NhcIGw6GVvf/KYY+jt3ygi1dy/w278tSccVixd7qlJKYbNwlHBWXy+ThFePzW+v2wIAeJ258PqN35AJ/yMfEcv71CkxNLZtk5u0aJGoZJlMVng2hobEY0A97uwUg+TOO6Xy+KOP6ryVliWGzP/v/xfUJQgOuxh2661iRP74xzJO3HknVi7dgMvnfoA9S8/HzEWXYtGnPy3fa/lymbHvuSer2FA5PDbNsUZ5bNbVyTrlySfFpnOqlxMVSpJj0028XrtWRMynntIX7gtfkO3k//ovGc9uu01e/2d/BszO4tSLJ/E7H7kVS2YPY/nDG4EbPyPe68mkLKgVqn2vWiXG+Vvekv3ZOQpNqLRPQHBh6OoarNilD61aBeDwYRxobsHUU4ex+tQ+LLcS0j8nJ6WxnDwpm1I33CCJ9r/7XQnbfOAB7bGnvmtDg+cF0qlTOsMF4F40JC6h6IpvfUv2ftRGgs9AD1+cdpqYKqefbnyWfdz6zGekoBNeKso0swJ/8kw/Xvy3HwB//Gq9QbVt23wlaHz60yKGnnGGdlFqapJ5vaZG+s3dd4uHc5GFVIomXxGFjg4ZSP7mb/RrHnoIuPpqKST2la/IfNXerl9nWeJdffAgkEyi7ijQcHISe5ZegBf/+C/xmr94W9YpmN/1P/9THiYSck/UVAjQI8WOOb475dh0+jsn/f0SFXTypIg+qZS0j+FhaQednTIJHz8uY9sLL8hNWbwYuOYaWQfYXPLMfNUAAuvM550n5tTx42IqOBaBdtqQSyRkU+nMM2WjNZOR7/K+9+kNh3XrpP2m07Iz9lKp+dmbt+E7X5D3el3dvbhgeFgaaTot10hFFpx1lgwupRy8DMzcelH02FT5NYGFHpuLFsnPqVNlXpeoYkDveY+MU//5nzKh79gB/N7v4YJ//iE27/+GaNr7MvNVv/H+93sugBsar3ylOFb80R9Jmz5+XKJfvvtdGRCeeELyOisl7Ec/kvYL6BDtTEbG/GPHpD/MzopNc9ZZMo+pFHMOa4+JSzvxywSAU9rJW2HeY3psekeN77W12U5fqr8zv2ZuChI2r7/+etxxxx0AgO7ubvz7v/97oCdFIoYa0D/1KQk9b2jQefTWrJFjPhaiTtTVycB36FB8hE21uWtW9lTC5nykGhyMrZoaWUCdd56Enitj6+RJsQROnpRFv4dQAicP0eXLxd5Si8Uo7upGASWcqUkiZz7AlzBT8yxIOZBMiiJ28KD8qFAt1VdmZsQwGB4GrrpKFow//7nkEZx9KVzvc5+TG6iSzynLcOlSee9ly8pmQPvCLobV1IgIcOGF8ncigWMr1mLdwTTWHU8Dv4BcZJV/beVK8UI1vlc5qqKbHptmAbPzzhNhc2ZGDPVAwptLQMlybDoxNCSpAj78YWn8//APInJ++9uyQLQsMYp37JjPWbZ8Dkie2oe3P/G3qH06ASy1pE2bK9PJSRmwzjxTrDi3rWiXNl+K/JoKUyh89aNDwL234dk3vQ3vGe/EGyeH0J0YAK55hQg+ip//XMRN5b1phiHv3StvunattHmPfdne7o8e1YsIc3EbJ2HTyXGwVA4xQ0OyzvvYx2yfdeOW7M8aHQUuugjIZGDteR5HjidxBMC6p34K/Mt9uvLxwICI+vYwc0B2FZcskUFkzRq5UXfemT+XVznG9FypRNT/a2ok1/ELL0h7XbpUPPje/37p4ytWiEj0y1+K8fPQQ3IdAODECSw6aeGexj9A30W34f/+tkuOt87O+XuwYYNoCMePyz7YokXMsemEPcemUyVizwWEALlnalPmxAlJp7F4sYxbX/+6bLavWiVenUePyv9WrJBBVqVMMjh1So9F5mI8CM45R9d8efJJF2EzV9/q6ZEw8U9+UtYryu1z7VqxvWpqJH1EIiFfZNEi4M5v4E+fehaXHPgxLjk5Aaw7Xbw05+b0hb/xRtnY+MIXyubNV1MjZuDRo9G07d0qoiuWLxe7q+wOF1u3yrj1gx8A4+Micl58MXDrrbj6+UnsX9yEY6ua0HDiIbn/zc3u69qo8fTTMt+88II0CjUnzc7Kuv2b35TNqV/+Un7OPVfstj/4A1nP//SnwPS0vNdzz+kq8DU10ucbG2VccLBXTJFN+TkpTAeRXDk2bSlPqx4zt6+TTUdhMzcuVoc727Ztw+bNm7Fr1y7s3LkT9913HzZv3pz1//PPPx+1tbVobGzEH//xH+Ohhx4K9KRJCFx7rd65ve8+GYlSKQlRzLUQ9ZGUVxlDcRE2lSOrWfeqvt6WtzlX0uL3v188PrZs0QbmQw/JBfCYH8XNYzOR0F6b9Nh0Ri0CnIRNMzeMiauQpIqtvO99Ynn398sbn3GGLvCjFr+/+IUsjH/8Y7lJJ0+KAbJqldz/H/9YGyYve5k852MfE+ND5SQsZ7GJQvnqV2Xhe/bZQDKJWszCemnKmZtDXu+1coeim8JmXPJslk3YNFWot7xFPDJvvVXap/LcBxasOGtqgOnFTbCQ0IvJpia5wH/wB+Lp3Ngo/WVioqD2XQphU9XMUGPoGyeHcMWD8v2/VNuJ55+X8Pp0a7cslJJJEWbr66XfP/GEhD2qfnz11bKB0dAggvD4uK/v6uS9rOYjtxQpUcbNcbAUw5vnz1JPfNvbgIcewoG/7cNMYjEO1jXo9ltfL+PZr34l91Dd34suAn7v96Qd/9EfSXqe97xH5vcojdn5iigoo+btb5d8uh/6kAwsqmJ8IiGbVU1NEk1w553AM8+I8lRfD1gWjq09Fx+/+POwEjWutQ/Ne6L2vpqaJDp0clJ+KGxmY/fYdBK1PAtdqmDOBz+oo0rUBux558l49pOfiNA/OSlqxTnnSIjq8uVZbVmNlabNpObSYgozm3iqjJ6PZcuk715yiaxdlIMGkG2LLFoEnHEGau4axQ3P/CMuO3gPTi5eKd5rStQ8eVJsvX/9V3ldqQavHF8FiL6waQ9FB/ScGsq5d3XJOLV4sUycv5biZvsXN2FqcRMSiZc8Ey+5RNpCFMbsfKjB9D3vkc2KD3xA1hMHDug1xyOPSLqUH/9YGs+aNfL7nntErJ+c1GN4XZ2ENbS3iyfyRz8qEScu7dsc4+0bLeaYkCsUPWi7Pu6o61FfT2GzEHwLm5Zl4eabb8YrX/lKtLe3Y9euXejo6MANN9yAzZs3Y3x8HF1dXbj55ptx7bXX4jvf+Q5aWlrw2c9+thTnT8rFWWeJAXTypEzuzc0yWAY4mSth8/DhaO7g2BeQypb5xjf0ZP7UUz4ruy5bJoVg/uM/ZBRbtkwmVo87g27FgwAKm/lQwpmqLmdOvPmqogOGx6bTyvntbxdDY+9eKUpxyy2yYL72Wm1AK5FHoXZIa2rEsNi6VW7eu96ld47LbEAXjLomb3+7eHx8+MNI1NVi7Iw/xSfP/w9k3vrXYvUuWybG0+rVC76PKWyqvZOgDSBzE8X0MjErsUY5z2ZJcmw64eTpdeWV8vfq1WKlKgv34otlAXzFFUhs3IhTi5fhaO1KZOrXygr1+utltdvYKGJ9V1dR6lYphE2l7/zqV/J3wprDU2+4EUPoxOiobo/z85TyhvjgByV+6ORJuSZnninx1lddJW9W4HfNJWzG0WMzl+PgjTcGG+3n6bMcxvCZP78Rt5/911h1agon6lfKOLV8uQgitbUyAaxdK57pIyOSf+zhh+W9yqHYBo3TPPbe94onX12dLIbXrRP75Npr5Vgike2detFFOLFsDd74UqVct8qt5j1Ri7Rjx2SfvKlJpkeGomdjz7HpZNd5Ck027/OWLRKOcN55Mo7PzIjzwtlnazultlYG1m3bHIV6NVaaafqUc1cxhZlNfFVGd0OdUFeXbEp86ENyUTs6gFe/WuajlSuNvDMJJGDBQgJHVjVJPvC6Ommw554rayCTUgxeLqhxPoqh6KawqerpmZjnbqZXKQv794sDgTqJEydgrVyFz274B9x92nVI1CSknX/ve/Eds//6r0XcXLVKIkf+4A+c1xymmL9ihaSZu+AC4PLLpQ+MjGSlhnKbx8wx3m6nqDHKdLRRmBFvDEXPRgnEykneDoXN3PgORT/ttNMWHOvp6cGmTZvwjne8A29/+9sX/H9kZARdXV0AgLepggAkftxzj1gp550nBr3plh5AGIYpLBw8mJ00NwqYO4xqsFEpEVVlz2XLdLibL55+WgQBn8nG3Dw2AT13Hz6cI+F6lTI7qydTNUkom/XYMXcx2NFDzkt438teJj9zcxKqWlMjJ/Hnfy7Pq62VcKYdO3QbePjhcPOxFYqLi9SvvwO03XkbZhOLMLsPEqa7IDYUjjk2V6wQsbkcxYOA+HhsliTHphNOnvdDQ7Kr84lPZN/DV79a3/ehISzHOG7b8Pf48fmd+Fr7S89Zvtxbv/GAKWyec47/r+aEOoWPfUzGzW+v24K9S4EHb5N9irvvFi/O8yZv0wWzABGCHn4YuP122Zw4/XTx6CzyuzoJm2qMimOOzXJGZHv6rB0L78/8wisBPLrhjXjVA7dIG9++Xe7r+vUyTv/sZ/N5OYNq06HgdO6qKNwNN8hGhlKxVq2SzYu6OvESevJJSbPS2YnH3zmEN31ZxvL6euebad4TNf+eOCHtXK27KWxmY89JV7Cwad5nFWnS2yt/d3WJnX/eeXJDXnhBlKpLL3UtdtX50t//8i8yFjU1yR7OnXf62ODPgzmuFzQf58otu327/P7gB/U1+djHMJtswBNYB1jAbGMzsBLipZkrb0aZQpWVx6aZkiQqKGFz9WpnAUbNUZYltnbZCt6pVDof+Yj8/bGPAXv3wlq2DJunvoX1xx7Drt+4ERe4tPNIhqF7TS1y2WXye2YG+JM/kZ///E/5e/FiCT//wQ+0LbN1a3bCY6f3fYlcwqZyEFm+fOH60xzfo+jIFCb5QtHdNgyJ4FvY3G9WsbXR4KJEtbe3o7W1Fa2trejo6MAqe7IFEn2GhmQ19yd/AgwOOk/sRRrt9sroURY2zcGmq0vSzp04oT05fVFEsjEvHptlNyBigDkBm8bXypVyrXJVRVfMLzS8rtLNUEfzPqs3MgtLqP9dfXX+940aLsbWE1d3YnwceEXmHqy643HgXQ6LDKPdmx6bq1fLPTlxIliR3ql4ECCahdrMjrLHZtmETTv5ipAobrsNP335jfiO1YnEYcB6cycS6jm5Vr0e27d5f9auDXYnu7MT2LVL9hv27pW28p73iFfZ3XeLF+evr7wRTU5C0PXXZwtBRX5Xp9yyStiIYyh65HAYw5cOD+FNk7fhS+dsQ+aNnXiV/QlvfrP8NufqsHNoFoP93J36OCALXlVg5qqrtDD0Er9+VScmvw+8afI2rL4LwNW5v7e5SDNDFxmKno0Xj01P4b3qPjvd38FBMWjV/b3xRklu+dhj2ZvtNpu/s1Mc1gcHZazct29ByuyiUEW/9u2T8d63DeAmACmuuir7f4kErLpFuHPdVlx64F60/XIYeHNHTnulnJjj/LFj0Rn3Z2Z05Wan/JpA9rkePlymdYnZ1gF5/FKBNOsftuM1+7+OHzf+Ph66vBN/ar4u6htS+eYb9b3f+tbsv3ftkj69das81zaG45ZbPIv3uULR1TrKXjgIYCh6LuixWRy+hc1UKoUnn3wS55mxAS8dT6fTrq9LJpMYHh7G9u3bsd3eiUi0UQPc3/xNSSd2u7AZNdyEzS9+UVL2HDvmqx6E4EUgyPFmuTw27ZXRKWxqTNHMnCRWrBAnhYMHnY3ngnMaevEYMD2/4rBb7IaLsbV0qeQlTFhzuPh3rsaKPF5Npvi8erWuTzEzE9yi1y3H5qJFkn1jzx5xpo6qx3NZiweZePAUuPdeAOffiF+u6gTGjQ2Wzk75391zuKrIZj01pcfloAsHAeLc8ZWvyL1XaWB/+Uv537fXbcGqTcDr1ZPdhCCg6H6cy2MzjqHocaCuZg7faroR32nqxCtPQd/fbdvkCXNzeqyL4zidj1wenB0dItzPzenr8dI1OH68E99pktf8eW1+QcCcf01hkx6b2diLBzmJmL5Ck73c3y1b5MdJ5LC19Ve/WvQQlUYg6K5w7rkimh06JPP2mjU+Xuxik9x79xxw9TZcNfjSyRp9fPRO4ODdc/jl6itx3rnAK/KIu+XEHOePHInOuL9vnw4vd8qvCWSvS8qWZ1O1dWDBHH3sMPCTv78H6489hs0PDwFwsWnihtuaw9yY6uwUhwrbGI7OTs/t29yYMtdVlpVb2DRD0emxqbEsbdfX11PYLATfwubWrVvx/ve/H3/zN3+T5XmZyWSQNFeGDmzYsMHVq5NEmDKFV0Vd2HTyjFFzxzve4dvZUijy2noJRVfn7lhJskrJ5bEJyER78uTCqvOOOTa9kOs+33OPfmz/n3ptBaCu5bfXbcFrfhNodnqScQ2UkVRXly3KnzgRvLBZU6Pv/Y4dOuPGnj3yeZOTYqgPDWXrGWFTthybdjx4pqVfclY0zYLDhyV1022PdeLGG4GrijyNUlZEBySvfnNzdoaQ17xG/z/L06CE86STx6ZaFMYxFD0OJG7cgu98SR6fOoV4h5kXglMfz+f5Njc331a/09SJ9j/O/zFuwiY9NrMJLMemws/99dDGv/lNvQGYSPjc4PfAOeeIoxkg474vYdOF9DVbRPtR5/rS9x9CJ/71CeBQUjwPV3VswStWDC38/iGJXqY9FIU8m8pmuvRSfUx5bNptJrsoWxbUh5tRUS9xtL0T/2+4E2+cHMLFNRU0hrv15SuvzP5tHwfMNu6hfZvCpmmnmDlUnYRN+0YNEUybkqHoheFb2ASAj3/843jHO96B66+/Hr/5m78JAPjOd77j6bWJKLq9kNyUKbwq6sKmmoRV4bginS2FIq+tl1B0IJrVE8PEzWPTzJJx6NBCYdMxFN0Lue7zLbe4/y+uu8UOuBlAbijxeenSheEuTruYhaCEzVWrtEemih7esEE/76mnpECsGc0UBULz2PSAarof+YicW1OTjJlB5l4rpbDpliHkxRf1c7KEzRLOk7k8NhmKXhpqa3U6ipkZxDvMPCg8XIPjH9eH3KqimzgJm4mEUcOFAMi+HoEIm04U2MaHhqTeiirC/MY3Bu/EbC/op9LaFoNpr09MAK94xRZgVqKwfv/3ge9+V/6/eDEi1cdDEQdzoGymlhZ9TM33dpsp1HN3aN9qDv9OUyesVwH/X1lPqIS49WXlhe1EAW3cLcemmc6LoejeMa8FPTYLoyBhEwA+85nP4I477sA73/lOtLW14Y/+6I88vS5Xjk5S3ZjCphkiGhXUJKwm5ig4cPgJRScaU9g0J2Z7ZXR7rbSCPTaJa8iKG+o5S5cu9FYJCrWBYo49qv9+4hMioioD3a2WU5iElmPTI52dsuD9ylck99rhw8C73hXcNSyVsJlr02pgQELgm5rKZ5B7DUVnupHgSCRkjD91ih4lfjA3rbx4lpiLNGUzMQx9IYmEXJeTJ+XHSRQKQ+RSY+Vll8m4CEj62bPOClbcNMf3IPNed3bK3KQKxZ11FnDzzcCFF2phM2pza9SETXV/1TVsahKh+O67F9pM9kiysIny5nAcMDev3IRNJ3GOoejOePHYpLCZm6KW5tdddx2uu+46PPDAA3j/+98/743Z1tY278lp8sADDzAUnbgSF49NNdBEwYHDvgBIJPTilsKmO24em+bOolMBoYI9NknOJONOqHu0ZEn2a4MSk06c0Odhz6LS2Snh59u3y6Ln6afni/5GijgY5b/1W8BXvyqeb5YV7DUslbCZa9Pq8GGpAAyUT9j0Eoq+dGm0quNWAosWSR/jwss75uLWi8emk/hJYdOZRYtkzCmqKnrAqLHyF7/Qwubq1cFv8JuV0YMu6Ld5s/bOPnVKpyJURK09mmJHFELRAblmX/2qiMF798o48M53LpxDoxZJFgcbKsq4RWKZ6yenetEMRXfG7rFJYdM/gfgcvfKVr8QrX/nK+b/vuuuuLKGzsbERu3fvRjKZZOEg4oopLkRN2FSFL4BohfvZDa5ly3RIbdR2RqNEocImjaDCcQtZccLsb6Xy2HQrHKR497uBj39czuX48eiJmkCIOTZ9MD6uc6+dOBFs7jW1wE0mnY3nQsm1afXmN0vufSAaHpvqd5TmpUpBjfEMlfNOMR6bCs6tzixeLGJQyULRC0CNle94h/xOJLR4FeScmUyKYHrgQPDCptp4SyTk2g4NAevX6/9HrT2anvlREAcV9vWH0/2nsFlZFBqKbnpscn7VmPPn4sVynerr/c+r1UxJgimvvfZaXHvttfN/33XXXbAsC/v378c//dM/oaWlBZs2bcoqPkRIlD02zUTIQeX3CwK7mGEubqNmQEQJt1B0P8ImQ9H94UXYVEno//iPdX9bskTa+eSkHPPi7emFfMLmzp3aoDh6FPjc54C3vjWYzw6KqBvlQ0PiwaFyrzU3BxeeeOgQMD0tj0tROMiNUqVFyIVTm7eHolPYDB41xtNj0zvm2O5ls4XCpnfU9QykKnrAqPyoK1dqcStozj0X+NnPgP37g6sGPjQEfPvbeo5avlzmqE2b9HOi1h6jFooOSNvbtUtstOXLgdlZ503MUp27sh2d7IpcRR+jbkNFHbdIrHyh6Oa15vyqsYeiA3L9zGtLj83clGVpbhc6H3jgAQwMDGD//v1IJBLYvHmz5xydpHJZvlwmprm56AmbUa08a184mBNIHEPRCzVO/JKvKjpAj82g8VI8SCWhNxdoS5eK19/kpCw8SiFsmpsqgM4bdtVVUixmclJyK9bVRctz08kIigrqGt5wg1TMBYCLLwauuSYYcdP02jELS5SaMJLeu3lszs1FM5KgUlD3mqFy3lHjc329N4HLaZEWtbEsKpgexKZNt2yZzJlhCpvKZi+lv8o554iwCcj4f8klxb2fmqN+4zeAJ5/Un/HqVwP/9E/S75uaotceoyhsfvKT2kbr6gIaG53n+VJFkinb0f55TgWMTGjTF4db7nzz3rIqunfchE2zPA2FzdyE4nNkD11/4oknwjgNEjESCREYpqejJ2xGtfKsPYdV3IXNQo0Tv3gJRXe6ZsyxWThuScZNnAq0/PrXwCOPaI+KoMQkc4wxhU2zra1YAXz60/K5l18efKXXYomyUa5yr/3O72hhc3oa+Ou/1v8vBlPYNPOvlZqaGhG4Z2bC99g0hYwozUuVAoVN/6i51Ut+TYAem34wPTaVfbJ4scxfR4+GJ3LNzOixyL5JGCT2yujFCptqjnrhBS1sHjwo8/uuXcB3viPHoiZsmqHoUcixOTQE/Nd/aRvtgguA3/1d+Z/dZiqVsKne/5ZbgO9/X+7rE08sLAJoJ8o2VBwoNMemGfHG+VVjXkM1h9ptOwqbuSm7sHnw4MEFIegbNmwo92mQiOImbJbLk8+NuHhsxj0UXd3fz3xGKim/9a0icOUzTvziJRRdhVaZ0AgqHK85Njs7gX37gI9+VJLQr1kDvOlNwK9+Jf8PymPTHGPMUHSzcMwvfqGPr18PtLQEVwwhCFR7TCSA2tpwz8WOGo/NzQAVOh5EPy5V4SAvLF5cXmHTzWMzqvNSpaDGeIbKeUeNz17zgLF4kHfUdTE9Nles0H0/LJErn4gRFEFXRldz1Ic+pI8pu+/KK4Gf/1weR83Wi5rH5twccNFF2qvsggvkt1MBqVKuSzo7RdT8n/+RvKmXXAJs3Zrb3qBNXxxudr25fsoXik5hU+PmsWlCYTM3ZauhefDgQbzjHe9gVXSSEyUwmBWLAe3JNzSU/XzlXVVINdgdOxa+n/m+O3bov80JOMo5NuPusQmIEbJ+PfC97wFveQtw663BipqAeyi6ec2YYzNY/BQPamvTVUoXL5a/FaUuHrRli25rL3uZDqd89FE5XsoNFL+o9hhlIaCuTm8YKGEzCMIKRQeyBYZyYPYXNe5Q2Cw96lpz4eUd1VaL8diM8ngWJuq6WJaev5Yv1x58MzPhtFVTxIiTsKkw7WOV4iPKglfUhM0tW/Q51dUBpq+S3WYq9bmvXy8229yc9Id864Yo3+c44BaJlS8UncKmM/TYLJ6SC5tPPvkk3vnOd2LNmjUYHByEpSpCEOKAWwGhzk4Rt267TQTHubnskNFCRC8/YmlUF5C5PDaXLtWiTJyETUC89JRxMjcXfOivWyi6aZQzFD1Y3JKMO7Fzp65SmkgA996r/1euquiAiLEqzPmJJ6JngKlrEfW2qPYzSyFsLlum379chClsNjbK7yNHopsipVJQ/UrNQyQ/fj02GYruHaf8vitWhF8l27TVSylsnnaa/q5BCpumMGtZMq6ac33UhHZzrI9CKPrRo8Azz8jjVCr3pv+iRbodl6Kt/vSn2nY8ccLdeUVBYbM4vISiU9j0jpPHJoVNf5TM5+jJJ59Eb28vRkZGYFkWWltbkUqlcMstt5TqI0kFYBc2167Vf3d2Ao8/DrzvfcBNN8nktX49MDwsoQeLF8uEqiZO9eN0TB0/5xzgH/4BuPtu4K/+CnjwQWexNKoLyNpaXXAJyPY4TCTkXA8fjp+wed99C40TemzGG68em0NDwNe/rvM1tbQAY2PSDoLMsZmreJDJhRfKImpmBkin5e+ooNpj1A3yZFKu4fHj8uNV9HDj2DFJUwCIF0+pqvC6UW5h01wwnHaafPe5ueyE8lGalyoF++LLqxditTIzI9WQAQqbpcBJYDND0QEZG9026kpFuTw2Ewmx2X/9aylUc+JEMH3SbusdPBhtwcvsM1Hw2Hz8cbHXAR2Gnovly8X+CnpdMjQk6QOU7bhxY/686FG+z3HAza5XfaqmJnvjRUFh0xkvoejF2s+VTuBL8wcffBDbt2+fFzTb29vR19eHDRs24JZbbqGwSXJiCgym8KBQYSJK9DrttOInx5oa4I47gP/+b6na2929cBKMqscmIIOfmlDs57ZiRfyEzYEBSeSujJMrrwy+aIubx6aahI8edc6xSY/NwqmpkWt26pS7sKm8pa+8UgoGAcAf/ZFM5P/+7/J3KXJs5hI2L7hAFxF49FEKm4WwZo1+PD0NrFtX3Psp7xCg/GHoQHgem4lE9rVU4i4QvXmpEjA3r2ZmKGzmwymMLh8MRfeO0zi/YkX4Qle5hE1ANrJ+/WtZAzzzjKSLKRa7fXzwoLPAEBUSCW2nRkHYfPRR/diLfbRihazvgjx3ZTuefbYW0jZtAi67LPf6gcJmcbiFoithc8UK541nCpvOmOOOurbMsemPwELRH3zwQfzWb/0WNm7ciOHhYVx33XXYvXs3br/9dhYHIp5xC0VX/OAHYtDU1IjYMTsrXptNTRKit2qVdHo/3nRNTTqf34kTzpNflIVNc2KxD4Dq78OH9Y5qlBkaAj73OS1qAsBrX6vTEOQLK/GKW/EgQIdNOInBNIKKQ11rN3FSFe55xSv0sdWrgT/8Q2kPqo8GgRpfli/PPV6YHgimAR8F4pBjE8gOFZ+aKv79wqqIrjCFzXKMq6rN19dnh3W98IJ+HLV5qRLg4ssf5sKWHpvB4zTOL18efmhyuYVNRRDh6GZFd4Vd2Ixie1T3PArC5mOP6cdePTYBue5BzZ/KdjztNH3swAGdxswtlUiUUw7EgURCr0GdhE2nMHSAVdHdMNc3TqHotbWMFsxH0Zfnu9/9Lnp7ezExMQHLstDV1YXe3l6KmaQgzBAau7D5mc9IKGhTE/C7v6t34tranMVIyxLh89Sp7B+VYF39fPrTEoKeSMhE6xT2HGVh05yM7cKmOldVwTfqHidzc8Bv/ibwk5/oYwcPOldXLAYlbJqTsmLlSvGEOnRIewYrGIpeHPX1cl1NYdlEJZn/2Mf0sdWrpf0qoTvoUPR8YXuqgJBlaS/SqBCXHJuml6GTJ75fwqyIDmQX8ZidLf1YoBYMS5Zkj/H02CwtFDb9UYjH5uLFenw1j5GFePHYDFvYzBX9EARBC5tOG9j2UPQotkfllRiFHJvKLrIXDnJDzVWWJbbg7beLs4rTOm5oSOz+fEUbt2yRuVh5ZwLa1vBaFZ02fWHU12cX/LUsvWZ2EzYTCbneYRU8iyr5QtGXLCl/6qW4UXA3dhI0+/r6sLrUsxqpaNw8NoeGgM9+VnvybdigJyu3MAM1cNbVubtuDw2JqKned+1a5/eLYo7NHTvEGDCNLnVuyhgwB8QjR6IvbG7ZAnzpS9nCptr5CzLHphLWnCYJNRHPzoqgYLYdemwWRz6PTYXZ95PJ7P4XhMfmzIx+z3zC5tKl4hX41FO6gFBU7n1cQtHNaxxEAaEwK6ID2WPuyZPlEzbr67PnHwqbpcXsV2YaEuJMIR6biYSMsaZAE/XxLCzccmyadl01hKIrnnyy+PdzEzbj4rF57JjY+jWBxV/64/hx4Omn5fGGDd6ulTlXHT6sC7kC2Xa+WSDWC/Z76RT1Z4c2ffEsWSJ9Ro3/ZoSg3dnGZNEiCpt2zPXNt74lmwbnn6+PqfWoV8G/GvE9FP73f/83zj//fLS1tWF8fBw333wzpqen8ZnPfIaiJikaN2Fzbg54zWu015baFcwXZpALNWm+7W36fc880zns2TQWcw3U5UQZA8qoAOTczKru5rnGJc/m889n/+2U67JYTGHTjrnDaE8qzxybxaGud67iQYDeaU8kpA3bhaRi8ZpfU6HCq2ZmRNyMAmal5qi3xVKFoi9eDJxxRvHv55eg22M+zErT5phuhqI7JegnxWEK1uXKpxpnCvHYBBZuPEfRQy4KeC0eVG7KKWyuW6fnO9P2LRQn+zLqxYOA8NMPKPwWDgIWOlyodZxad506lS1qenVqsNvrfoVNjjuFYQ9FN+9DrvFA9SsKmxq7x+ZttwHf/a4+tnRp9hqfLMTXZbnjjjvQ3t6Oqakp9PT0YHp6Gh//+McpaJLAcCsetGVL9k6tGe7Q2VnYroXKybJ1qx58n3vOWSyNYii6Os/du6VCJCA7PKYxYN8ZjQPPPpv9t1N18mJRE7CTJ28uYTPqxm7UUQaQWT3XCWWQrl69MF1A0MKmlwqyUcyzGSeD3F48qBhmZvQYcfbZ4Rh35RQ2LSvbY9NcFJrjU1Q23CoJemz6oxCPTWDhPMy51Rk3YTPs4kHmfFpqYbOmRsZ9ANizp/h+6WRfxiEUPSrCpmkPFSpsAnod94EPiHj9L//iT9QECvPYNOdvhqIXhj0Sy+xTbqHogB7nObdqzM3Bjg7pA1//ul7jP/20f8G/2vDVja+77jrs2rULg4ODaG5upqBJAidX8SDTUyqIvGqmGHrmmWLM7NsnBo1bjs1Fi6JldHd2Al/4ArBrl4QlzsyIUKvOnx6bziivhmKETRpB/jGv94kT7l5mprAJZC8sgghFL9RjE5DQkN/7veLPoViiHipnEmSOzT179KZTGGHoQHmFzdlZ/X2XLHHfWIvKhlslwRyb/jCFTT8em3YRNOrjWVi45dg0N3fCzLFZX1+edEfnniv59mdnZZOrmPWAl1D0KAqbpu0UZgEhM++4V2HTnKvMc3/DG3QYcybjX7ix2+tebA1GYRWPGr9nZuTH64arut6MhtDYq6J3dsp49MEPyhp/2TKpQUBR0x3fvg4tLS34zGc+g2uvvRbvf//7ceutt5bivEiVYhpGpvhgWVrYbGoKPuzuzDP156idERNl/ERx8fi614lXm/JsMwc8p53RKDMzk503DghekFUFpQCGopcbc9HjFo5+4oT+n5OwGYQRZBq8Xjw2zz9f52KNisdmXIXNYkPRw66IDpRX2LR7wbktFBiKHjzm5hW9SvJjbjoV47EZRSEpCrhVRTf7fpjCZqm9NRWmkFlsOLpbKHrU51c3cbDcKHuothZIpby9xi2S7Atf0AU7VTi6H+z2+pEj+cftqHvmxgHTrj9xIvueevHY5KahxmlDZetW6V+WJXMlRc3cFBzEtWHDBnz84x+fFzj/6Z/+KcjzIlWMEjNMYXPfPm2weam65xclbAISjm5HGQ5RDPdbuRJobASam0W0M42BuHls7t2bXR0VCN5j0xQK8nls2q8ZPTaLw1zsugmbTt6UdsOpWPwKm0uX6vC3dDoaIkec0iLU1+u+VmwoetiFg4DyCpv2vIVOc1BdHRdlpcC8plx85adQj00Km95wC0UP03vPssIVNoutjJ4vFL2mJpq57KIgbJ44oa//hg3e+63TuQ8NAXfcIY4rl18OXHjhwloH+XC7l7mIuoAdB8zx+/hx7zl3GYq+ELvHJgDs3Cmb+GvXyo9fwb/aKHq4VgLn1q1b5wXOg6WIHSVVgylsKpHLDEMvtbBpz/FoWVpUjZrH5tAQ8JWviJv6ffctLHwUN2HTHoYOBJ9j00yun0/YtA9lagJOJGQHjfijUGGzlB6bXjOqRK2AUNw8DZTXZpDCZhApSQqhnMKmOV65eWwuX649iklwmJtXFDbzY4rwTnOrG8yx6Q23UPQw8y0eO6btojCEzWIro+cTNqM6t4btpQsUVjgIWLguUcVQXv96Xcj13HOdC7nmwmmNky/Ppimq0VmhMOyOBwxFLxxzDl28WPeN97xH0j50d/sX/KuNwLrx6tWr8fGPfxwHDhzAxz72MZx22mno6urCqnLNdKRiUELD3JxMVCtXllfYtItrx47pyTtKwqZT1UD1+7bb5PcrXqGfH4dQdLuoDIjRNjMTnNGRT9h0K84BaGOXC6/C8OJ56SRs1tbKz+xs8Dk2vXhsAmK4j43J40cekfD0MImTxyYgwuZzz8mYXkx/VsJmTQ1w1lnBnZ8fwvTYdJqDGIZeGlg8yB/02CwtbqHoZiG+cotc5uZvucourF8vGzmWVXwoumnj1dTIuuPgQT0/RXVujYLHZiGFg4CF575okaxj6uqABx7Qx9V6xizkmgsnkTpfns24bRBHEbvDgtdQdNXHLEvucRQ9o8uNaU/u3Cnr/FxrfIalLyTw/QlT4BwYGEAikaDASXxhLyBUbmHTHooexYrogK7qbh/YTGMgzh6bS5dqEfLwYe8CVD7yhaKbQ5VbKDp3dgvDr8emec8XL5b2EEaOTUBCoxRRyLMZtxAqe2X000/3/x5zc3ohu359eP0wzBybTnNQFFOkVAJmv6JXSX4KzbHJ4kHesF+Xmhq5dqbwE6awWa5l3qJFsqm1Z4/MByovYyGYYlhTk9j/x47p6xhVsauShM33vEce/8d/6OPq+vsRbpyEzXwem3Gzo6KI3a73WhXdnuql2MJjO3bImOjUZoaGZJw0iwZHETWHqvEs3xqfLKRky4LVq1fj5ptvBgD84z/+I6ampmDZk+cR4oApNBw4IAtYJWzW1Ohcd0Fy2mkyqZ06tdBr0DQaorSAzDVAq4HPFGnjIGya53v++cDPfiaPDx4MTtj0E4pOj81gKTQUHRCjJyhh029VdAB42cu0l0gUhM04emwqChU2Jyf19w4rDB0I12OzpkY8NE0BI0obbpUEiwf5IyiPzTiMZ2FgF9lWrNBpcerrZawot8gVhrAJyPi/Z49858lJYN26wt7HtPHOOkvboGrzM6ptMcz0AwplB9XUeC8cBLgXDzLbUiHtuBBhk6HoxWOPxDLvo5fiQYDYUcUKmzU1zp6MZnRj1FH2ZH197vOlp6Y7ZXH8vfnmm7F9+3Y0NDRgdbliFUhssXtszs3pPDrr15dmBzWR0IbR889nF7CJqsemF+LmsamMytpaKYakCDLPpj1nnR3zmrnl2KQBVBjm9fYTig7ofh9k8aD6eu+eRcuWyfgDALt3hy90xC2Eyi5sFoKZTy2siuhAeB6bSgCyb7AxFL00mAsv5tjMD6uilxb7dTHtUfW43CKXOV+XW9hUFBOOrmzL+nopwqlQa4CotsUwC0YB0tfVfHzeef5EKXP+Ms/dbEszM/7H3EJybMbNjooi5lh/7Jj/UHQgGHu6szM7L+vcnHPKtiij5lC2xcIpa0aDnp4eTE1NlfMjSQyxC5vPPqsnn1KEoStUOPrJk4DZTM1BOm7CptvOaBSxLB2KfsYZ2R6aQdYj85JjU4UBuIWic9IpDNP4Ne+DST5hM8hQdL/7bFEqIBQ3g7yhQT8uVNg0F7BhVUQHwvXYBBYKm1GKJKgkTGHzW99yT9g/NCRhcJXOjh25r8G99+q/mWMzeJw8NhVK6KqGHJtAcAWElLC5cqWzMBsHj80whM10WofCmml6vOB27nY73+/3KiYUvbaWBfgKxa14UG1t7g0ueyh6EChx88Mflgrin/pUfERNINtjkxQGU7WSyGEXNkudX1PhVhk9zh6btbV60RB1YfPgQW2Un3lmtpFZKo9NJ2EzkdD32f659NgsDr8em6a4rSb6Yj02LUsb0H7TG0Qpz2bcckOZ17pQYTMKFdGBcHNsAvTYLBdmv7Is52qkyiOkGgofqFA/t2tget0U47EZh/EsDOzXxUnYPHIkO+Ko1IQZiq4w5wW/UNgsjELzawJyTdV1dfPYBPyL9IUIm8ybXzzm+G3m2Fy5MrdYbF7zIO2o3/1dcV6YnQVefDE+oiagrwM39wqnCkwxEjfsOTbDEDbNXI9RzbHpFWUARV3YNK/5mWdmhzCUymPTbfGlPps5NoPFS45Ns7CPk8fmqVPFLdwOHdKeBn6FTdOAD1vYjHuOzUIwPXNKkWvZK2EJm0rct2+wxW3DLS6YC6/XvjY7zA2IX5hbsdhD/YDsa3Dxxfq5fjxOWDzIG7k8NtUYYFnexqR83rdePZDDEjbNVCSFhqKfPKmvlZuwGVWBwdzMCiPH5iOP6Md+hU3AeV1iFyEL9dg0bQ2vOTajep/jgJvHZr71sjnOB5na6dZbdUGxo0eBz38+uPcuNfTYLB4KmyRyRMFj06zOHWePTUBPLmFVTvSKXdgslcdmvqroQLawaYpo3N0tDnOyzlc8aPHi7Oebj4sRkwopHKQ4/3z9mMKmP8xQ9EIy0liWXsA2NfnzCAuasELR3Tw247jhFgfsOTY7O4E//mPg/e8XYf2zn60eUVPR2Qn8yZ8A27ZJzuFbb9XXwMm72AsMRfdGLo9N8xp6sfXyed969UAOK8fm0qUSagrIhlchm5326s1xEjaXLtXecGF6bCYS2fnwvWJfl8zNLXS+8CPYzs3p559xhkSrAd5D0eNgQ0UVc6w/ckTfh3zjQSlC0YeGgJ07xUa8/HIpUnnLLe6bOFHC3JSK6rgTB7g8J5HDLmzu2SOPFy3KFh+Dxi0UPc45NgFtQBw/LrtiURXlTDG5XB6b+YRNy5JJevlyMZyUpx+NoMIwr3e+UPTVq7PDWOzCZqE7mqZHqF+PTVVAaM8eXUAorP4UtxybpheFeQ+8sn+/NpjDDEMHwvfYZCh6eXAqHnTmmXJPLEuEkWoSNRVnny3zqP0asCp6afHisQnIOGluJDmh7tltt4l99Yd/CHzve/49kMPKsQnIPPDCCyKmTE1lF//xghdhM6ptMZGQfnP0aPmFzZMnCy8cpFBt9+hRPY7YxWk/38tcp61aJW1xaiq/rcEorOIxhc0XX9SPcxUOArJt5yCETbUp87rXAQ8+KMeamoBrrnGulh41ZmaiX7QsDtBjk0QOczDct08Lm+eeq3fhSoGqig64h6LHUdgMOxePV8xrvm5deTw284Wim59thkrQCCqMfB6blqWFTbvoGJSY5Bbq7hWVZ/PUqeKKFhRL3HJsLlumDdlCQtGjUhEdKI2ngRtOHpsMRS8PTlVbv/51HeZ2/Hg8PEGC5mtf09fgxAl9DVRbravzZ6vRY9MbXnJsAt493To7geuuAz70IfFu+td/9e+BrITNRKL8nuNmAblCwtHjLGwC2eJgOUmnJX8hUFgYOpCdOuHYMWfPSj/fy34vlW134EBub141rkf5Pkcd0643hU0/oehB2FFzczJ+XXZZ9vELL5TjyjElqpg2PefAwomo7xapZurqZEA8fFi8otRgVMowdEAGktNOk4HZLRQ9jiF/5jkfPlz+XXWv2EPRleEEhOexCYjB1NSUPfFG1es16uTLsXnkiL7v9nZqTvTFFBByK07klQsuAO66Sx4/+ijwspcVfi7FELdQ9ERCvIheeKGwUPSoVEQHsq93FIoHxXFeigP2hdfQEPD978t80NQk81QcPEGCZGgI+O539TU491x9DVRb9ZsmgsKmN+zXxdzQMIVNPxvYl1wivy1LXue3HSvbLF+hkFJgbnA9+STwylf6e32cQ9GB7IJR5aTY/JpAdts9fNjZxvfzvcx7uWKFth9PnhR70W1MYih68ZjXdt8+/Tifx2bQwuaWLfL7n/4p+3g6DXzgA8W/f6kx1zXMsVk49NgkkUQJDuYOS6mFTUCHo2cyerfQnFzjGPJnLnrj4LG5erVc5xUrtKFczqrogLPHZtyEpCiST9jMlf+yFB6bhQqbijDzbMaxPapw9AMH/O+eR6UiOhBejk2GopcXs1/98Ici4F1+uQh6gOSWsxfTqWRUqN/GjfoaXHKJvgZK8PC7KGMouje8hqKbNk4+vvENZ+9br6g5u5z5NRXFVkaPu8emuufHj2c7ApSaxx7Tj1UEi1/skWTFemyaoegrVy4sQusGQ9GLx03YzDcmBC1sKvbvz/579+7g3ruU0GMzGChskkji5FVYDmHzrLP0YyW0VUqOTSC6ldFPntQhDColgBnaFKTHpp/iQYBzKDo9NgvDXj3RTi5hM99rvVKssGkWEDI9F8pN3HJsAlrYtCz/fTqqoeilFjZNkcLNYzOO81IcMBdes7Mi4Jke2lNTulJ41MPcgkCF+plihsqxeeONekwq1mOTIoMzuYRNv8WDABExv/1tXWjj5S/3J9LPzHgvFFIKghY26+sXXuMoz632vKrlotjCQcDCdYmT+Fiox6YZig6459lk3vxgMMd7M81QuUPRFXZh8+mnS58yKAjosRkMFDZJJAlL2DTzbKpwdDW51tVF28hxIw7C5t69Og+OKS6b1cmDwovHpnnNnDw249gOokAUPDaLqYoOyGJi/Xp5rAoIhUHccmwC2QWE/Iajq1D0hob8IU6lJmyPTbuQyVD00mBuYF1xhQh45lyk2nBnpw6Dq2S2bJHvatoRaoOis1NXqfazKNuxAxgZyT6m+tfQkPyfCLW12eHe5jjgV+RS3rdXXqm9b885x58HstkXwhA2V63Sm5NBCJvqPU2iPLcWkle1WE6dAp54Qh6fc47/TQyF3WPTaaMziBybgLvHZhyjXqKIOd6b+UzLHYquMPN8AiJeFzI+lBt6bAYDhU0SSeyCw9Kl2mguJU6V0ZWwuXx5+XMIBUEcQtHthYMUysg8fDh3AnA/KGEzkXCfPEzjVi3i6LFZPPmKB+Uq7FMKj81C882qcPRTpworWhAEcTTKTWHTTwGhAwf0fQs7DB0Iryq6m8cmQ9FLg9PCy1yA798f3LwUJ0wRQT22LN0X/IgdNTUior3wgvydSIiAp4S3Gq5S5kkksttkMcWDlPetmZcyk/HngWz2hTCETUDnW56e9r8B7kXYjLLAEEZh0HRa28KFhqED3kLRg8ixCVDYLDVeirA6UQphc3bW2UM3nQ7m/UuJaUvSY7NwuDwnkcQuOGzYUB5R0SkU3RQ240gcPDbthYMUamK0LDn3IDy1lLC5ZIl7m2KOzdKQSMiEfeJEcaHoQXhs1tYW7ul2wQVSQAOQcPRUqvDzKZQ4tsdChc0o5dcEwvPY/K//knb7m7+Z/Zxly0QImpurDs/BcuG08DIX0CdPin1QbR6zTh6bhYbRqWI1N90k7ffcc7Wo6bdCdyWzY4eIvIsX6zFHtbuhoeyFuxdByKnQhhqTvV7zYqMfguDcc4EHH5THTz0FXHqp99dWksdmuYRNM694oYWDgIXFg4LOsWnOyxQ2S4ub+B+GsDk9rTcbly3TbSgOeTbpsRkM3AslkcRJ2CwH9lB0VSkSiK+waTcgoohZhd4UNk0jM6hwdCVsuoWhA9kLVbVwY1X0YFCL3rCLB61eXfhmSRQKCMUxNUKhwqbpFRsFYTOMquj19SJq3nabFPxQLFsGfPGL9G4rBeY4PzPjnBvWns+rGnDy2HTyLPZKZ6dsDk1OAuPjFDWdqKmR62LaSsuXaxHYvOZ+BCHzuUeO+BMYwg5FB7LzLfsNN427sGnaqeUKRQ9K2LRHkoWRY5PCZjAohwU7YQibZhi66Y0eB49Nc3MwLjZ9FKEZTCJJWMLmqlV6F/TZZ8VYVyE5cfXKiIPHpgr7B7LFZXNiDKqAkOmx6Yb5uU6h6DSCCkdd93zCpr2wjznRFxqKblnayC2kcJAiCsJm3HNs+hE2zcJBURA2a2vlByifx2Z9vQ4T/fKXRQQCpAophaDSYI45p07J3GEP0fWbKzbuqOgJxcmT0kbN8byQMLo//ENZIC9bJoIy23I2qu8/84zu+3fcofv+n/6pfm6hwibgb1yOUig6UJywqezkOIWih+GxqQomJhLZhdT8kivHptpwZo7N+OC0ngpD2DTn4wsu0O2AHpvVA4VNEil27JAdaCdhsxyJ5BMJHY6+d2/2ZBtXj804CJvKC6GuDjj9dH28FB6bagGWy2OToeilw6uwWQqPzePH9X0sJnRu+XI9TuzeLXl9yk01CZtRC0UHdHssl8em6jedncBb3yo5CR96CNizh6JmqTA9Nk+dct5cqzZh00ncPXQoe7OpkIIiZ54pFZZf9jLZRPRambua6OyUvIaTk8AvfgF8/vO67xdaSMYspgi4e7c5Yc7XYQmbxVRGV7bdsmV6oypOwma5c2zOzGQXDsplQ+fDLcfmsmX6f8yxGR+KFTaDKsJpemyedppOEzU97c/mDAN6bAYDhU0SKVS4zfe/n338pz8tX6idCoWem8t2X4+rsBn1UHTL0jk2163LDg8O2mNzZkYbM7mMsmXLdFtzEjYZil44ypsnX45N+wIjiOJBQRQOUiivzRMnwqm4GEejvNhQ9BUrst8jTMotbJrtv7NThPVFi2TMpKhZGuwLL6fNtWoLRXe6BgcPFheKPjQkP+96F3DXXf4qc1cbH/qQjAVnnJHt2VqosBmUx2ZYOTYbGvR3L1TYNO3MOIWil9tj84kntABVTBg6sHBdotrS6tX6exWSY7OmRmx7CpvlxT7mL1qUX5wrRUofcz5ubJTNMkXUw9FZPCgYKGySSKHCbb7xDR1uc+AAcPvt5fNKMUOhH3tMP46rsBl1j83paS1Umfk1geA9Nr0uvhIJfd3osRksSlCenV24S6sM0OXLF4rHQRQPyhXq7peww9HjmGPTzGvqdQF99KiumHzuueUpIueFcgmbamw0x6uhITHaL7tMxkgKQKVBVegG5D47ba5Vm7DpZEMcPFi4x6ZToSBlB1LcXMhzzwEXXyx2qunZunSpHhv9iFz25/rx2IxCKHoiocPR9+5d6IHqhmXFX9g01yTlyLGpwtAB4Pzzi3sv+7rEFDYL8dhUr1+5Uud8VOMQhc3SYxfi1H3IRSlC0e3CplnYM+rCJj02g4HCJokcyqidnJRQu337yhtqZ1ZGf/xx/TiuOTYXL9YTSLny8PjBrXAQELzHpils5gujUZ+tjF9ThKPHZuGYBpA9HF0ZoE6iYxA5Ns1FW7HC5oUX6sdhC5txMcoTCX3dvQqbUSscpCiHsDkzo8cd1W9MIWh0lAJQqVFjPT02BadrcOhQ4Tk25+ac7TtlB9rD3quZXH0/kdA2TTGh6HHLsQlkzwvPPOPtNceP6xQyuYTNKAsM5Q5FN+0c0/4pBPPcJyd1JWuzzsGJE97T/DiJ1Mprk8Jm6bFvZuULQwdKH4pu99iMep5NemwGA5fnJJJs3Qr88z/LouGss8obameKa+ZEHlePTUBE2enpaHpsuhUOAoL32DSNeK/C5pEjYnTF0UMuipgG0IkTesPAFA6cwtqC8NgMUtg0PRbCEDbNaxAnoX3NGp3vyLLy7+pXs7BpvveSJe7ebYAcN/8mwbBokYxTzLEpuIWim3O1H4/NLVvc/8e2rPHS95ctE1GzXKHoUcixCSysjO4lTNqpIjoQL4/NcoeiKzun2MJBgA5VPnky27nBbvsdPZpfJJub0+3YdEBZvVq8eA8ccLY1aNMHh33M9+IIVIpQdDUf19SIjb9smdx3y4q+xyaLBwUDPTZJJBkakiIyl14qAlQ5vVFMcW3vXv04zsKmOvcoCpumUWN6ywLBe2wWImyqKrD02AwG0wAy74e50HASNoMoHpSrOJFfVqzQmyCPP17+AkLKKF+0KDrh2V5oaJDfMzPexqOoVURXlEPYtKfOoHdb+VFj/alTzqJetQmbTn22GI9N4g0vfV/ZeV6FzZmZheNXIaHo9fXh3vNCKqN7FTajLDCY4lGpQ9FnZrTH2/r12aJqoaj2arZB02MT8Pa9zDHJvH9q81rZ8HaYNz84nELR82Fe86A9NhsbdUqCs8+WY08+GU6hT6/QYzMY2JVJ5LDvTKu/gfLs4K9dK3m17ANgnIVNZQAdPerNS6qcqMJBQOk9NgsJRVefzbCVYHArApRPdAw6FD2IYgcXXCDt98QJ8SzcsKH49/SKKWzGCbP4TyaT3wCOYkV0QLfHuTmZK1QuxiCxi0X0bis/6j7PzDiHNFZbKLpbjk1TZCmkKjrJjZe+/9Ofym+vdp5TPspCQtHD9NYECquMbm6U02MzP0EWDlIsX76wva1enT3veflebiK1aeM52Rq06YPDvp7yMiaYNn0QOTZnZ7WN39ioj6dSYp+fOgXs2RMtO9KEOTaDgR6bJFJEIZF8bS3Q1LTweFxzbAL63C2rPEnG/ZBL2DSveVgem8BCYZO7u4VjLnpNAzZfYZ+gPTaLDUUHws2zqdpj3Awg87p7WUSrUHRVCTgqBNEe81FMpWkSDG4em2p+OHy48I2WOBJ0jk0SHObmu5ciOk62oFdh07KiI2yecYZuc16FTVOgN209u/gV5fl1yRItXpfarjcLqRabX1PhtKYqxGPTHJPsoegKp00phqIHh33MDyMUXaU3ArKFzbhURmcoejBQ2CSRIiqhdnaBDagMj00geuHoKhS9oWHh4r2uThs5QefYzCcUmNfs0KHsUAnu7haOW/GgfN6Ubp6efggyxyYQbmV0ZQTFrS2qUHQgfxjvyZM6B+8550TL07wcwqbZzikWhYPqX/Ycm2b4qx8vt7jjlmOz0KroJDj8CkLFCJvHjmmbKGxhs6ZGh5s++6y3sFanTYodO4AvfSn7Oqr+PzQk/48SiYQ+11Lb9aZ9U2xFdIXTmmr1av+eqG4idT5hM655yqNIIcWDgg5FNwsHnXaafmxWRo9yASF6bAYDhU0SKbZscQ+p6+zMHY4TJPZcjwCFzVJw4oQO5XMSkwE9QYbpsXn4MMNWgsK87n5C0YMWNoNYjJkG/iOPFP9+fqiEUPR8i+g9e/QOfNTCh+ixWR2YwqYphpjtsZrC0emxGV38CkJOwmYmo8fcXJj2WBBpXYpF9ce5OZk38uEUil5TI5FhZn9etEhHktVEcMXsN69qoZj2TamFTfO4X49N0243N6+dhE06KwRHITk2gw5FN/utuYEeR49NzqGFE8FhmpDwMSujKypF2CxH9USvmIWDnK45oAWow4e9Gdy58CNsmsLXwYMsHhQUbh6bfnJsFlsVfeXKYHIirlypBfnHHy9v8ZZKEDbzFaqIakV0gB6b1YIa62dmtBiyZEl2uppqKiDklmOTInz4+A1Fd3rO7Ky3zW9TGAzbYxPwn2fTyctPRYY9/TQwOSnHvvrVhemxooS656W06+2Fg4JaCwXlsek1x6YdhqIHR7Eem0HYUKawaXpsrl2r2xQ9NisfCpuEOOAkslVCjk0gWh6bZn5NN2FTTZAzM9mLp0Lws/iyh6KbE2/cxKQo4SXHZqmrogcRhq5Q+aZUAaFyEdccm6awmU8QimpFdKD8Hpv5NmJIaTDHeuVhvGpVtkdINXlsmvaDGqfpsRkNzDHCiyDk9hwv4ehxFzbdxLDOTuCKK0TYfOgh4PbboytqAlqwOXEiuMrSdp56StsbQRUOAtxzbBbjseknxyZD0YOjEGHTnFuDaLvmPGzm2EwkdDj6Cy9Eaw1sQo/NYKg6YTOTyaCjowMjIyM5n9ff34/e3l709/eju7s77/NJZWEX2Wpr4ycgmJiGQpQGdT8em0DxeTaLCUWnx2YwuAmb+XJs1tTo616IkHTqlDaSgwydCyPPpmXp9hg3kd1PKHpUK6ID9NisFsz+ZRZLMRdO1eSxqebgpUv1BhFzbEYDv4KQ+RzznuXzpAeyhaI4CptuVdEBETITCRnjly6NrqgJ+PfSLQTTrglS2HTy2LQXDypljk2GogdHIaHotbU6b3rQoejm/AzEIxydxYOCoWqW5x0dHWh4aYt9ZGQEN9xwg+tzu7u70dzcjL6+vvljbW1tmJqaQldXV8nPlYSPPd/jsmXRKlzhlyh5bO7YISJVZ+dCj82hIQnnNXOpmhPkwYMSVlAoxVRFNyduGkGF45YrM5/HJiCT/cxMYTk2g66IrjAN/UceAd74xuDe240453v1UxVdecDW1rpvfIQFc2xWB079a+XK7IVTNXlsKmFz5UotaB0/nr3pyLYaDn6LB5n20Jln6gW/X4/NKOTYPOssmSdmZ7M9/d1wE8MAuXYXXCDC28yM2KVRFTdNcfDIEW+Ckl/KJWwuWSLzalA5NlkVvXzY11Ne2mEiIc4Kp04FI2y6FQ/asSN7TEingcsuk8dOa86wUHakui6kMKrGY3N4eBgDAwPo7e3N+byJiQkMDg6ip6cn63hfXx+6u7tLeYokQixdmu1ZFOcwdCBawqZK0D40lC1s3n23c4L2ID02/QgFdmGTu7vBkC8UvabGvb8pUbQQISnoiuiKMDw24yxs1tXpvpVrAT07q4XN9eujZ+iVW9ikx2Y4OLW7ag1Ftyw9B69YkT1HmotKttVwKKZ4kFkw04vHZtRC0evq9Hd45pn8+a5VO04ksoU0Vf38L/4CuOsu8d5U9moU8SsCFkIpKqIDC4VNJUQGlWNz5UrtkOLUppleKjgK8dgEsovzFYuah2trs0XtmhrgRz/SeXNVns2oFQVT7XHx4ng7UoVNRG5ndBgYGEBLS8uC4+oYQ9KrB9NDKM6Fg4BohaKrBO233Qbcc48ce/FFYHjYOZeRKXIVWxm9GI/NOItJUSKfsLl6tfukrsSkQjw284W6F4pZQOixx8pTQCjungZq0yiXsPn883ozIWph6ED5Q9HpBRcObh6byaReEFVLKPrJk7pPmh6bALBvn37MthoOfsOSTdHIFDa9tOdcodxhoeaJU6e0iOGGOv8VK7S9oYQO0w417dUoipumCFgK2352VgtBZ54ZrJOH/b3UeBJUjs3aWv13vlD0qG2cxo1CcmwC2o4KUthsaMheQ3R2Alu3ypgwOSkem059PWyUvRdHmz5KUNi0MTY2hpTKMmsjmUxidHS0zGdEys2OHTLoOQmbajc3bkTJYxOQieTP/xz41a8kQfuLL7pPMGHk2NyxQ5LGq8rZprA5OQn8938Xdx7VjGkAOYWi5xId1a5wlELRAe21eeKEeIuUmrh7Gihh8/hx94JgUc6vCdBjs1pw6l+rVsnCSbXjavHYtIfvmotXNb4yjC48/Hq62UPRFX5zbEYhFB3InifyhaOrtmy24bk5ZztUiZvl2LT0S6k9Np96SttbQYahA8F5bKp7WVOz0K5Xth5D0UuDWi+bdn19vcybXtbLaq4oVticmdHjlj2/JiDC5kUXyfpt587oiZpAtscmKRwKmzbS6fR8Lk47DQ0N2LVrV5nPiJQbFSr9xBP62PLl0XNb94MpbHoxFMrBRRfJb8sS49JtgrHn2CwGr1WGa2pkQlYeZSoUXe34xVFMigqmQKMWVidOaOM51yJJTfiFCEmlXIjZ82yWmrh7D3spIERhkx6bUcBJpFNzklpATU9HU/QIGrtnlFMI8pIlDKMLC785Nt1C0eNYFR3InidUGhMnLEuLYea5b9nibod2dkYjD58de47NoDHD0C+8MNj3tntsOgmbfjw2zdBz+3sePbqw8nbcN4ijgFov/+//6mMrVnhfLwcVij49Lf0ayM6vafJbvyXtY3ZW1oJREjUBbe9xE7s4YijRlI5Mnm3KZDKZ9zkA8Pzzz2P9+vV5fz7xiU8Ec+IkUNTu7H336XCWRx+N5g6PV6IUiq741KdkIkokxCBxC/MphcemqnjphmoDzz4rbeDQIWB8XB43NQF/9mfFnUc14+Sx6dWbUk34MzP+hYRS5dgEyp9nM+7Cprl36Bb2SGGTxYOigNM8oeYk1Y4ty5uXW9yx57JzCjfkoiw8ihE2/XpsKmEzkYhODnqvldEPH9YiSFTOvVD8ejf6pVSFgwB3j82aGj3f+cmx6TQe5SogZNpR9DIvDLVW+spX9Hp5717v6+WghM1cFdEVR47oNef+/dFLLUGPzWBgVy4Bc3NzePbZZ/M+72Cx7mekZKiK3X19MkifdhrwgQ/EU9QExDsxkcjeqQ6T224Dvvc9EQlTKeC66+QYsPAaB+mxqYRNL14lnZ3A5z8PTExIG1ixQs63qYlGUDE45dj06k1pTvinTvlbRFeqsBlHI8i8/m6LaLUwTSSAs88u9Rn5h6Ho1YEXj01AFkouwT4Vg2k75PLYJOHg13vPFDZXr5bXHzniz2NzxYroRDGdc462c3OFoueqiB43Sh2KXqrCQcBCYdMcT5Yvl/kv33eam9Nt3Umktgub5phtenDG0Y6KCp2dMh588IOyVlq2DPjYx7ytl8slbA4NAT/9qWzgrF0ra0G3NWcYWBY9NoOCy3ODZJ7VrhdvTQCoqanBOlVNIgerohK/QRzp7QU++1mZNM84IxqDX6GoXfVDh8IPRR8aAv7t34DTTxeR8NWvBt76VllAOk00pfDYzFc4SLF5M/DAAzLpzM7K+QLx9JKLCuakrYQbr4V9TOPzxInChc2gQ9FXrZK2MTmpCwiVcrEX9xAqt1D0HTvkur35zTqUsKlJ7vPQkFzXqIQD0mOzOnDLsQlkL6CqoYAQPTajTaEem4mEjC9r1ngXNr3kxC439fViq09OyvyhvLPsRDGMvlBKGYo+Nwc8/rg8XrcueBHYLRQdkLa8f3/+72T+3+n8zGW93WMz7nZUlNi6Ffjwh2WdtHSp9/WyKWy69VcvvPiifmwXNlVY/NvfDvz858CuXXKOv/3b0RE3Z2e1FzlF9uKIhbDZ3NyMKR9WY0NDA0ZHR12LABXK1NSUp/dct24d9uzZE+hnk/LzhS8A69eL4DYzI4Nj2INfMShhM2yPzbk5ydXz3HPy99VXy291be0hxqXw2PQqbD72mJ5sVaVNemwWx+LF2qvCKRTdS/EgwFsBISWUdXYuDHcPWii74AJpH8ePSwGhUoZPx90gdwtFV/maDh7UffXcc7MrWEaFcufYpGAUDm5V0QFvKRUqCbvHptNYTQE+PBYvljF0bs6fsKkiepJJYM8eEYtOnXKfW2Zm9GujIgyquf7cc2UePnpUxI7TT18417tV0Y4jpfTYfPrp0hUOUvdr8WI9f6q2NDSkizAeO5Zb8LJvttjxGooeRzsqSuzcKR7TR45IhKPX9bJ53WdnC19bmfOvXdg0i4J9/esibAJynlEpCmbakLT1iiMWy/Pdu3eX7bOSyaSriJrJZLBp06aynQsJD3Mh3dmp/wbiK24qA07lFworwf9b3gJ84xvyeNEi4Dd+Q//P6drW12vjJyiPTS+Lr6Ehqdiuws9feEGLsapaOvFPIiH31KyI7TXHpl8xSQll5mcsXQp8+cvBC2UXXADcfbc8fvTR0gqbcTfI3Tw2Vf//l38RA1l5wf7kJ9HLb0yPzerAaaHl5LFZDZXRvXhssp2GRyIhQtehQ/6ETeXpaY7LmYyIgk6YAndUhE01159zjj721FPAN7+5cK6vpFB000s3aKeFUubXVPfr0CF9D1av1mutJUtk/rMssdvN72niR9i0B12aoehxtKOigrpn73mP//Wyed1PnSpc2DQ9Nu3Fg0znhde+FvjkJ6Vd3X13/qrt5cK0IemxWRwRyYwSHa6//nqk02nX/7e1tZXxbEgY2EVNQCdIvu226CUc9ooSNmdnvXm7lYqHH9aLwM2bvXlPKoOlGI/NmRltyOT7TNUGrrlGh5+vXSuP9+4Vb15SOGrx6zfHpl+PTbPf/uxncmxqqjSFwMyKoaXOs1nJOTY7O4HXvEYEzYcekhy3URM1gfJ6bC5aFJ08dtWGV4/NahA27YIQc2xGD2XbeAlLVhu9TsJmrnB0c76OirCp5voHHtBFTJxseaByQ9GD9th85BH9OGhhU92vPXv0/brrLn2/Nm/Wz831vfJ53+by2Ix75EsUKHa9bF53e9V6P3gpHgTInH3ppfL4qad0yqOwMdczcbTpowRNZRsdHR2YmJhYkE9zbGwMANDa2hrCWZFyYrqtm6jBOgpu64VgTvph5tm85x79+KqrvL1GGZ/FeGya3k/5hE3VBuz7GE1NUsgkrm0gKtiFzUJybHoVkzo7xUv4iSdEKHvmmdIIZeUsIBR3YTNfCO+ZZ+p0BcuXR0/UBMrrsUmxKDzsHiSLF+sNlmr22FyxQuZRu+DOMLpwUUJXPpHLshZ6bJobTrmETVMYjFKOzc5O4I//WG+K/e//Os/1lRqKHrRdX0qPTUDuyyWX6Pv11a/q++W12ns+79tcOTaVHVVTw43DQil2vWwKm8XYUWr+ra3NPyap9GdA9no0TOixGRxV15WVYOkWbt7a2or29nZs374963hfXx+Gh4fzFhgi8WfLFveFdGdndIpX+MU0gMLKs6nc/wExJK680tvrlMFy4oRMADt2uO8EDg05hxco7wQgv1Cg2oC9aiMAnHdefNtAVFCL32JybPoxgn7nd7RQtnhxaYSyVaukcAGgc7MWQ642fuedwPPPy+M4ehrU1+vNBacF9De+IddP5eCKopd8OYVNikXhYV9kmIvnasuxaReEEomFHm8U4cNFCUInTkh0jhumPaTGYnsouhtR9nh897uzc3g7zfWVEoq+Y4fkNlRppUwx280O9srcnNgxgGzol+o+v+51cv6qgJW6X149UYsJRVfCZhxtqKhQ7HrZHopeKCoUvbExf5o1U9hU69GwYT714KgaYbO3txcdHR3o6OjI+ru7u3vBc4eHh9HY2Ije3l709/eju7sb3d3daG9vL/dpExIY5s50WMLmE0/oPJWXX+59t99eGV3l57ELHioswmn31Y/HpsJpN59GUPGYHpuW5V3YLFRM+rd/03llSymUKa+GY8d08vtCydXGv/1tbbzFtT2qRbRd2BwYAH71K1lM/cmfAG99azRTgJQzFJ1iUXjYPTbNuWjRIr2YrgZh00kQsosJXJSFi+npZoqXdsz/KRGpEI/NqAmbd9wh/TKREEHs859f+Jwon78fampEvFT3Snk25rKDvfLMM6UrHGSyapW0u1RKxFQ1z3v12AyieFBcbahKIIhQ9JkZfW/NzUY3mpqA88+Xx48+KunFwoYem8ERi+JBQdDX1+fr+T09PSU6E0LCIQrCpun2b+6a5cM0WA4d0juEt90mO3VvfnN2kninHUQnD4V8OAmbrIhePEqosSwxLpVRUl+fe2FsTvhe88QODQEjI7oI1ObNpSsEduGFuo0/+mh2IQO/mG38mWfE+J+ZAb7yFeANb9A5Q+NqlK9ZI5schw/L96qrk3s1OKjv1SWXZF8HIDph6fTYrA7s/cu+eG5okDlp//5wi/KVAyUiLF6s2z89NqOF3dPNLdTa9IJTIpIpCsQtxyagBb3f+A1pq5OTMp8kEtnzRqWEoqvvdPPNMlesWeOeV9QvpQ5DB+Rcv/Y14MMfXlh0phCPTad7uXSp2Bam+KWgsBk+QYSiT0/rCCl74SA3rrlGeyTfcw8Qtt8ac2wGB5fohFQJURM2vebXBLKNZ7Xb3tkpHqB///fAxz4molJ3t7sxV4iw6RSKTiOoeMzF74kTOkQonwev3+JBylC+5BIdqtLVJcnDSyGU2fNsFpuSubNTDLb3vU/CCleulPa+dKkWNuNqBNkLVZx+unhsvPKVwO7dcvzii+W3ukdRym1bamFzbk4vvCgWhYd9vLcLOY2NUoTg5EnxLIqzUJIPZTeY4i49NqOFadvk8nQzxSL1mlxF3UyimGPTFPRmZqTAY1OTVEG2z/VRrOpeKJ2dwK23Aj//OfDCCzKXBpFDvNTCplvRGUCOX365fm4xOTYTCWmj+/dT2IwipqNIoR6bXgsHmVxzDfDZz8rjKAibpg3JObQ4qiYUnZBqJ+wcm88/rwWLiy4SIcMrdo9NxRlniOEyO5vtyekEQ9GjgzlxHzumF0r5Fkl+xSSV2Fwt2GpqxIuyVIXAzAWAWVG0GH7v96R9mznDKqGap1MF3i1bso9fcol+HLX8xqUWNk3hnsJmeNg99O2L52oqIKTmXnNepMdmtPDq6ebksem1KnoUQ7nNIiaplD5+wQUL53p1/nV1lSEivPa1YgfPzYmdEMRmbamFzXxFZ8z5tZgcm4C2KzOZ7NznFDbDx7zPhebYLETYPOcc4Nxz5fHPf557vCsHDEUPDnpsElIlhO2xaXprXnONv9c6eWwCwOioDv87cEB2gYP02GQoemkwF78vvqgXHflqs/n12NyyRUTBL35R/l6/XhsNpQhpXr0aWLtWPCcefzyY0NTBQf0+J09KzjDTOI+rUe60iLYs4OGH5XFDg1zLqOInhGrHDhHVndrc0JC0f7toy2Ty0cCLx6ZiakovlqJIIe1QMTOjNwfNeZEem9HCzE3oJAipNtDcvPA1//3fkm/ujDPiVzzIbLfmd0unJdTZxBToKyF1xLPPahvhyJHcdrAXLEuH6a5dWxqv3FyblJ2dwI9/DNx/v/xdTI5NQJ//zIysA1R7p7AZPkGEoqtoLMB7KDog6dCeekra+733Ar//+4V9fhDQYzM46LFJSJVgLkZyGQqlwqw+5ye/JuDssTk0BNx3n4QbqUJEn/uce5ERP1XRFfTYLA3m9X/hBf04aI9NQIx+ZcCanhyl4sIL5ffRo8CePcW919AQcPvtuo2fcYaEnZl9Ka7t0UnYfPppPTZdckm0F521tfID5G+LhRQ7K2S8IsHjJcemIuoFhApphwq3kE96bEaLfEVXVBv46lezX6OqaCuPz1xtOao5NhVnnaVtBRUlZKJsyCieu1+GhoAHHtA2wtVXF19s75ln9Pyj7Jly4zfHZk2Nu8OCWwEhCpvhE1YoOpDtYBN2dXTm2AwO+h4RUiWEGYq+fz/wy1/K4/POE885P9g9NtVC7Oyz9e5WY6PkNHTLnViIx+bixTrxuIJGUPGYO5KTk/qxnxybXoXNJ57Qjzds8PaaYrjgguwCQmefXdj7qDb+mtdoL8amJuB3f1e8OGtr5e+4GkFOwuavfqWPmWHoUWXxYhlX8rVFNRZ99rPA//yPVORsbga+/GX3fGj02IwG+Tw2TWEz6qHoZg47y5I0F3fe6a3YiJuwaRd6KWyGi2nnOVVFV/f4H/9R7JqmJuBHPwLGx6UN3HOPRBuosF2nzSXlsZmv2F9Y1NTIXP/II7KxeeKEPk/ltQe4e/jFBWUjdHQA3/ueHLvgAuCKK4rLIV6OwkH58FoVXY1LubxvzUigAweAdeukbc/OyjHa9OERVig6ALzsZeIssHevbA4cOhTemMBQ9OCgxyYhVUKYoeg//KF+7NdbE1josalC5uyLzLPOcs+dWIiwmUgs9NqkEVQ85vXfu1c/9uOx6bUqejqtH5dL2FQUk2dT5aCyLyyuvloqu6tw9Li2x0oRNgFvIntnp3jUfP/74nX76U/nFpPMnMAUi8Kj0nJsqhx2f/d3IrB/7GPeio24hXza5+AoCl3VhBdBqLNT8jJOTgIPPQR897u6DSgRaHbW3U5UwmaUPR5VdIZlZW9umt8p7oW+lI3wjnfoY888U3wO8SgIm349NnMJUk4em6aIFlcbqhIIIhS9UGEzkdBem7Ozkv4gLOixGRwUNgmpEsIMRTfzaxYrbB48KKLmddctFLcmJtyLjBQqFNgrozPHZvGYi18zFD1fjs1CQtHD8NhUmAsEv2zZIm3Z9GgFJJ/QFVeI1wEQX6PcKYRXCZuJRHghcH7wI2yq5yUSstg+eTK3mESPzWjgN8dmHGhv1x55mYw3ry5T2MyVY5MifLjky7Gp2LBBj0VLl+o2kK+AkGXFQ9i059lUmO04yufvBWUjnH66niNU+ptiiu1FQdj0ItDPzWmhmsJmPAkyFL2uzn8+WHM9aq5Tyw1zbAYHhU1CqoSwQtEPHRI3f0DCnl72Mv/vYRqgyjA1E0YrfvUr5/AroDCPTYAem6XAXPwWGoru1WNTCZv19cCZZ3p7TTEkk7rozWOPZRf6KQTToxUQI64SjHJTxM5kZBGu7lVzczwEEj/C5lNPAT/4gQ7vPHYsdx40emxGAz/CZhw8NgHgk5/U7fDECclNnQ83YZMem9HCq7BpFl6sq9NjkSlsOhUQOnZMCxBRFgbNfNpmnk0vxWbiRiIh0UoA8NxzOsS6EMzCQaefnn+zuVR4acem4ElhM54EEYqu1oINDf7zsl96qd5kv+++bLurnNBjMzgobBJSJdTUaGOhnMLmj3+sDa2rry6sIMjSpbqwgfIWMIVN9Z6zs8DPfub8HkEJm/TYLB5TqCk0FN2LmHTihOTYAqRaca7iGEGivByOHtWfXwiWtVDY3Lcv2wCMqxG0fLnuS9PTEravROA4hKED/oTNv/s7EfFVkYemptxFHkxDl8JmeNjHe7uYs3SpFvPi4LE5NAT8139lt8Nbb81fbIQ5NuOBuYHt5uk2NCQh6E1NwG/+JvC2t+mxKJ/HplkRvRTVsoPCFDbdPDbjHopuovLWz8xkR8H45dlntZAYlrcmIGKjEhzd2rFXkdqeYxOgsBkVzPm1EGFzZkZvwPgJQ1ckEsBVV8njkydF3AwDemwGB4VNQqoIZciVU9gsNgwdkMlHLSidPDavuEI/Hh93fo+gQtFpBBWPOXGbRmvQHptPPaXFsnJURFcElWfz8OGFHsgvvphtBMW1PSYSeqd8akoXSAIqT9j8/OeBb3xDhISmJjm2YgXwZ3/mLm7SYzMa2DcO7Atosx1H3WNTFRu5+GLdDpuagLa2/JWUvVZF56IsXPJ5ug0NiZB92mly79ev1zkZb7sN2LVLP9fJY9MUNqPssbl6tRY6du/WdkAlhaKbmEUKn3mm8Pcx7ZUwhU1A295uHptehU3TrlRtmsJmNDCvfSHCprn5UoiwCWSvS8Oqjs7iQcFBYZOQKkIJm+XKsXn8OHD//fI4mQRe/vLC30sZLk4em21t2mvTTdhkKHp0cBNq8oU9+a2KXu7CQYqg8mza82sClROKDmjvoAMHgF/8Qh+Pm7A5N5c7/O/JJ8XoVmKS4vWvdy/yYAqbFIvKz44dIgKZHiV1dTJ2DQ3J/xVqQXX4cOEFEMqBKjZin9Ne+cr8xUacPN127AD++7+zozDU2G6/RqQ85BM25+aA3/kdPRYpQUyJm6Zt5OSBbAqbUQ/lVnk2Dx3Smw6VGIoOaI9NQOfZLATTXgk7z7Vqy148NnN53+YLRaeQFB7FhqIXWjjI5IordPv58Y8LD4kvBnpsBgeFTUKqCLUDeuJEeQbv++/XnnVXXVVcKLDaXT96VMIPTGHzvPO0EZZOu+eGUjAUPVzchM18Cw2/oehm4aByemyaC4JihE17GDqwMBQ9zsKmErItSwp/AdIGzEValPHaHuvrtZBw/vn6+J497kUeGIoeLjU14sE2PKyPrVwJfOELctycy+JSQGjLFuD668WT3eS55/IXG3EShGpqRLw0vWbq67VnaLlSfxBNPmFzyxZg0yb9tznWdnYCb36z/tvJjlLCEBDtUHTAOc9mpYaiB+WxGYXCQQrTY9MpV7mbF7mdfMImbfrwKDYU3VwHnnZa4edw5ZXy+OhRbYuWE3psBgfNDkKqiHJXRg8iDF1hGi6HDy+c0Fpa9N9OE5PygEok/E0cDEUPHiehZuVKoLY29+vM++YlFD0sj81kUhLvA7JQKLSAkJPHZiaTLdLH2QgyK6Or+3nxxYXl4Q0DL8Lm8eNSNAiQsaSjQ/8vl2cNPTbDRXmwfelLuh/u2yeC3Y03ZlcSj1MBITMsV/Hcc/lf5yQIqWv0/PP6Gt1xh/M1IuVh0SItFriF8Jrjjn0TyYyayJdjM+qh3E55Nis1FF0VDwIK99i0LC1sNjZm51sNAyXSz846z69evW8XLdLvxRyb0aLYUPQgPDYB4Jpr9OMwwtFZPCg4KGwSUkWYwmap82zOzAA/+pE8XrYsW3gsBHtldCVsqhxnGzfq/zuFoysxaOlSf8IJPTaDx0mo8eL9UajH5sqV2SJaOQiigJDpsWm2fyUi1NbGRwR0wmnhFJcwdMBbe7znHi1SvuEN2YvtXAtQemyGjxLu9u6VYitPPuks2JljS5Q9NgFnD3Ivwqabd1RnJ/CKV8iY9LOfAV/8IkXNsFGbsW6b116FzTjn2AR0KDrg7LFZSaHoq1drW7VQYfO557QYHnYYOpDtVOAk0vu5l8q+dMqxSSEpPKIibG7apNclP/xh7tRCpYAem8FBYZOQKsI0FEotbD74oDasr7yyeEHQNFxMYXPNGhF4Xv5yPUmOjy/0SlHCpl+RwC5sctIpHqd74EXYTCT0Pc7nsWnm1Uqlyi8ABpFn0xQ2L71UP1ZeB3Fvi9UgbH7nO/rxb/2Wd88aFg+KBlu2yD2rrwfOPNNZsIursKlCxZ97Lr9XubIXamoWtsePflQ2DJuaZJ6nqBkuyjstn8dmIiFt2mTxYv36uHtsnnOOjgJx8tispFD0REKL1Hv3FpbrN0ph6EB2WgUnkd7PvVT25aFDkmfWvD50VgiPYoXNIELRAZnfX/1qeXzgAPDznxf+XoVgrmcYoVMcFDYJqSLK6bFpuvMXG4YOZBvRmYxeQKrJrL5ePEcAMeyefz779abHph/osRk8hQqbgPdK1GZ+zXKGoSuCyLOpPDNrapw9KOIeQuUkbF50UfnPo1DyCZsvvqi9x9etk82XJUv0mOXVY5OGbngMDcn9uvRSWWg7VQ73GoquChK5fU45iu2osaimBrjsMnl84oSzd56JEhFWrly4SfTIIzI+nXmmRGrkqq5OSk8uYdOydA7GpibnOUQJ9U7CZpxybNbVAeeeK4+fflraZqV6bAI6z6ZlefPCthM1YTOfx6bXHJuAbquWJW1gZkb/L+52VJwpVtg0NxKLjcoyw9HNNGrlwLQf2R6Lg8ImIVVEuYTNuTng3nvl8eLFwKteVfx7mobLU09pDxNzly5Xns2ghE1OOsVTaCi6+dp8Hptmfs1yFg5SBOmxefrpwBlnLPx/3NuiXdg855x4LTbzCZtjY3qceuMbtSCkFqAHDmQvtE3MPKr02AwHVQTnxhuB0VH5fdttC4U7r8KmKkhkf325iu2cOCHh9IAU3DvvPP2/fEKIKWyaeL1GpHwoQejUqYViwYEDWiQyvcdNVDj6kSMLXx8nj01Az/2zsyJuqnZcXx//iAc7ZlqBQgoIPfKIfhwFYdOPx6ZXYROQPsBQ9GgQlMdmXV3xGy2vfrV2XLn77sJz4xeCWs8sXhzv9FJRgMImIVVEuYoH/epXerd/8+ZgFuamEW1645nCpluezZkZvUNbbCg6PTaLpxiPTSVs5vPYDKtwkGLNGt02CykgdPy4XkSecYZzmE2cDfIdO4DvfS/7mApDL5f3WrHkEjYtC/jWt/Tfb3yjfmwuQN3yr9JjM1xMwU6FVqucm3bhzvQUySVsmq///OfdP6dUpNOy6QiIcGGGIecSNi1Li2HmfOjnGpHyYW7e2j3dTMHLrKRtYm442T15lZiUSMQjlNueZ9NNoK8EzHnFb55NywIee0weNzYWl68wKEqRYxOQNk0PuWgQVI7NhobiBcFlyyTXJiCC6a9/Xdz7+UG1xzjb9FGBwiYhVUS5cmyaYeime38xmIaLKVopwWfHDuAnP9HG9sSEFpM+9zkdmu7XY5NV0YOnrm6hd5JZtCAXcQlFB7TXw5Ej/kPDzPyaTU3Owmac22JNDfCVr2RXfr/kkvJ5rwVBLmHz8cfFsxyQMGZTRPLiWcMcm+EyN+csNirhTgmEgIxdqr3my7HZ2SkbcDfdBFx8cXkriNtDTb0Km4cP67nUFLP8XCNSPnIJQrkKBylyVUZXoegrVsRjjLZXRq9kYdMUqv16bD7/vF4TRMFbE8j22MwlbNbU5Lfr7R6bZig6nRXCw7Rh77/fX6qWmRm98RKUEB9WdXRlP3ITu3jYnQmpIsoRim5ZOgy9pgZ4zWuCeV/TY1MJBoAWfFSYn3rewYMiLvz4xzIpqt08hqKHTyIhYo1prPrNsZkrFN2ytLC5du1CcbpcXHgh8KMfyeNHH3UP/XPCFPzcPDbj3BY7O0X4eO975e+mJgmFu/PO+FRVziVsfvvb+vFv/Vb2/7x41tBjM1y2bHH/n71tJhLi5bZ/v7fiQZOTMkZNTkq7L1dbtwubpnCQT9hUmIKQn2tEykcuQciLsGl6bNqFTRVFEPX8mgrTY/NXv9LjdCUKm6Z94RYJ4IY5Npx/fjDnUyxec2yuWJHfW88ubJrQSy48TBt2bk7WcED2/GFGBpiYc20xhYNMrrxS2pJlSZ7Nrq7yhIbTYzM4YrDfRggJinKEou/erb0jX/nK4AxI833M3VY1oSkvkXRai0Kf+pRMiNddJwtIwL/307Jl2RMbd3eDwS7W+BU2Z2flx4l9+3T7DstbEyguz6Zd2Fy2bGHbjbOwCYgw8rKXyXf9+c+Bb3wjPqIm4C5szswAd90ljxctAl73uuzXeRE2lcdmXR3HnDigPEampnJ7Kh48KGlSLEvmlenp8oVsqzEokZB+t26d/l8uYbOSC65UIrlyE5qefF6ETTMUfXZWv18c8msCEqKqzvXhh/XxSmzHy5bpccivx6ZpnzgVKgwDrzk2vdxL0wv5wAGGokcF89pfdJHYf//+77IZ/J//KSlb3KIaTGEzKI/N1auBK66Qx88+mx35VUrMHJukOChsElJFlMNj06wmF0Q1dIWbIW3u1HV2Am99qwglDz2kvb9+93f1c/x6bCYS2QYWjaBgsIt0fnNsAu7h6FEIQweyhU0zMb8XzFD0M86Qdmjfla4EI+i97xVv69NPl74VF1ETcBc2779fCwKvfe3ChdeZZ+rNErcFqDJ06a0ZD9TCyrJyVxj/xCe0p+bll4vAWI58lCdP6nHx3HOlXS1ZokUstRnphJ/qwyR8TE83swgZoD356uqcC9IB7qHopsAdF2EzkdBem2YOv0ptx8prc3ran/NC1CqiA7k9Ni1Lfz8v9zJX8SBuHIaHuZ6amRH774wzgPvuA971LnFOcdvsVoWDgGBzwprr1nJVR6fHZnBQ2CSkiii3sHnVVcG97/LlziEBdrHn3e8WocSyxHjp7Mw27v0Km0D2daMRFAx2YdNrjk2/wmYYFdEVDQ3a4HrsMX8FhOw5NoGFbb0SRPaZGeAVrxDvoZmZeBUcMY3Q//1ffe7f+Y4+/sY3LswPVVen7+mzzzq3C+Wxyfya8cBLAaGhIWDnTrn36v7PzIjncqnFzSee0B7upnCh8mzu3++e3sMUtOJQMKbacfN0syztIb5uHVBbm/26HTukDTqFog8NAbfeqo/HRdgEnG2AShU2zTybXgsIWZYWNtesiUbhICC3x6Zb3l83cuXYpJgUHqYNq+x5VQjIssQ++j//x/m15jxbKmGzHHk2zegzbmQXD4VNQqqIUhcP2rNHi0ovf3mwk01NzUIDZvHihce++EURDhIJEQeGhgoXNpWhb36GMoLiUrk5qhQbig64L8TDrohuosK6Dh/O7RVlxxQ2166V3/b+FHdhU+VOeutbgdHR+FVTNtvi7Kyc+8AA8MMfyrFkUiprOhVDUgvQo0cX5rEDtLBJQzcemH3TLc/m3Jx4jylRE5BF9qtfXfpiO26hpmYBIbfxicJmvHDLsblvnxYPnCqiqzzl3/2uPpbJ6HHanG/jkmMTyM6zqahUYbOQyuiTk7qPX3BBeXIKeiGXx6ZfL3K7sMlQ9GhQU6Pb28yMiJm7dulULadOAVu3Or+2VMLmaadJIUtA1hJ+89X6xWyLFNmLh8ImIVXEokV6oVyKHJuqaBAQrLemwm7AnHZathGmDPBXvlLC/NauFS+Dr35VP8ePsKkM/aef1sfq6uJVuTmqmPehtjZ7MZYLPx6bNTXAOecUdn5BUWieTZVjs6FBGzunn579nDgb5GZCeBVmpPLkxkXcNI3Q175Wzv3f/k2Hl69YId/DKZQq3wJUiQj02IwHpsemm7D5lrcs9JIDJOyuszN3MZ5icSsO4qUyOkPR44WbsGmOM06F7NT4+z//o+efe+7R4/TrX6+fS4/NaFKIx2YU82sCuT02/eb9XblSrxXsoehxtqMqAWVHnTolG8N79uhULU1NUojx7/9+4evMUPSgigcpyhmOzkKRwcJlOSFVhtoFLYXHpum2H2R+TYWTsKkwhZJrr5VjTU3A7/++hIkqQ92PsKkM/Uce0a//1rfck1kT75gT+OrV3r0EclWiBsRz7qmn5PH69eHvgBaSZ/PUKS2OmHnQ7LvSYX+3Ypibc+5Dqs+V0nstKOxtsbNTxhyV4/exx9zHiVzCpmUxx2bcMPumWyj688/rqtKmJ/l995XuvBT2wkEKL8ImiwfFC9PTzRSEzHHGyWMTkLHqbW/TY9iDD+oxTLVdIF7C5nnnLbQvKrUdm/OK1wJCUayIDuT22PQ7JtXU6DabyWSHolPYDBd1/VV0i0rVsmaNfvxv/wZ89rPZryuVxyZQ3nB0emwGC4VNQqoMFUoWtLD54ou66mQq5ewRUCy5hE1TKDFD/V79aqlKrPLx+PWA6uwEXvUqbeh/9asUNYPAvA9e82sC+UPR9+zRu/Fh5tdUFOKx+cILur2awmYl5djcssW9D5Xaey0o7MKmZck9SSTk98qV7t8xl7BpGrr02IwHXnJsmlWZX/967U3+y19mL9SDZmZGp+c455zszT0voej02IwXpqebmYbHHGfcKqID4llcX5+dpxwQTzdFnITN+vqF37dS27FZmK4Qj82oFA4CZH5VUVG5PDa9psdQ4egMRY8Wqm7BzAzwm7+p12/XXQdceqkWOc2IQEDPs3V1wY9HZ52l1w8PPyxpPEqF2Ra5kV08FDYJqTKUEXD0aLBeUeakUwpvTWDh5GUKPaZQYgqbk5PAb/yGJMsHCise9Pu/r5NZL11KUTMITMHGT76ufB6bUamIrmhs9F9AyKlwEFBZwmYlYG+LBw6IgKTGiVzFkHIJmyq/JkBhMy54ybFpCpsXXywbZoC0l4mJ0p3bE09oDyW7R5aaFwH3XGLMsRkv3EJ4vQqbQ0N6g2ZmRsJDgWyPzTjl2AQWbnJWqrC5aJG2GZ55Jr+9YRYOSiYXprsJk0RCe20Wm2MT0G322LHs96MdFS7Kjjr7bAk/V5x5JvC+9+lii888k50/XwmbqthQ0FxzjX5sF1WDhB6bwUJhk5Aqwy1MqVhMd31zQgiSXB6bJuZibXKy+Krox46Jwbdhg+wgxyH/X1RRBZnsoeiAt4JM5uucPDajJmwC2gvi0CGd0iAXprBZqR6blYBd2Pz3f5f729QEvPe9ufOFnnGG9lSwC5vMuRQ//HpsXnSRFjaB0oaj5/LIamjQbYzFgyoDtxybKjS5vt7ddlIpfa66Sue4+9zn5HhcQ9F37FiYZkHZkpVYBFKJ1kePSth1Ll54Qd/XKBUOUqi2XEyOTWVzmpFBKj/j5KTklCXhoezYkyez7eOmJuDcc4E/+zP5e3YW+Md/FIecmRndtoPOr6koV55N096jsFk8FDYJqTLMhUlQ4egHD0qYNiCiYqkEpVwemyZ2j81iPKCGhoAvfxn4278Vr5o4FTeJIqog04MP6mOrV3svyJSveJApbEYhFB3wn2fTNO4qNcdmJWBe/x//GNi5U+eEOuus3MWQamp0uo5nn832rDE3YuixGQ9U6gHA2WNzZkY8tgERHlauBC67TLeh++7z5s1dCLmKgyQSeiPw+eedz0HZCYkEhc044CRszs5q4fqss5wFLDNP+R/+oRxrapK0Cbfdlr24j5OwWVMjlZbNeXXlysotAumngFBUw9AVbh6bfoRNZXOq8ReQ0OLJSfnhBnG4mKHo5uaampf+7M9E4AQkD+f//E/2HBt0fk3Fhg3aRnvwwexUHEFCj81gqbDhnBCSD3NhEpTH5o9+pMPar7mmdLu+Xj02Gxv1ZFmMx2YlVG6OGur6/fSneqHxi194L8iUL8emClWpr8/23A0Tv3k23ULRFy3KDgGkQR4uZls8dQrYvFnfL2UQ5yqGpJ5z8mR2Did6bMYTtcDav3+hQLh7t879e9FF8ru+HrjiCnn84ovAk0+W5rzMMccsHKRQeTZPncquNKtQwuby5dHz6CILcQpFn5wUcRNwLxxk5ik3c6S//OVy3BSX4iRsqpzNSsgCRByp1CKQudKc2DE3WqMobCp7/cSJ7II/frzI1Rz8wAP6/j/0kI6uUB6BJBzMqujq/tTXa1t30SIJSVfceivwq1/pv0slbCYSOvrQsmSdWwrosRksFDYJqTJK4bFp7uSXKr8m4N1jM5HQAsPzzxcubFZC5eYo0tkJvOENuiDTT37ifYGRy2PzxAkdcnbeedHxxDC9pPwKm8pjU4VTmW1eCZuVGE4XB0wj9NJLpc0pzKIsbsWQTIHBrGDLHJvxRIWjnzy5cNPQnl9TUepw9JkZEVUBETxM0UuRr4CQEhHorRkPamv1PKnESC/5Nc085aaw+dxzcly9rr4+fhsu73qXFM6anAR+/nPg85+vTFET8FcZPZc3dxQwU2eZdrzfHJudnUBrq7Y5n3lGR1dwgzhcTI9NJWw2NWVvol16qfYiP34c+NSn9P9KFYoOZKdVK1V1dBYPCpaILPsIIeXCNBSCEDaPHQPuv18eNzQAl1xS/HvaUaKO3YBpbHQXdZSweeyY5BFS+BEKKqFyc1S57jpdkGnZMu8LjFzFg558UntKRSW/JiDtVIkejz6aP+RUCZsrV2ohQoVTmeF0ixdXbjhdHLC3RVV8xQzvzYWbZw09NuNJrgJCprBpzpGlFjafekp7iroJF7kKCFmWFjYrteBKJaLmDT/Cpokpdqs2oXIxxrEdJBJS7T2RkA3yurrKFDUB7x6bZuGgVauiVThI4VYIy08ouuIP/1DbnKbzA4XNcDGvv7LpzUglxdatOk+9GRaubOtSbPBfeKHuF7t2LUyJEAQMRQ8WLoUIqTKC9tj86U/1wunqq0sTqqZEne9/Xx9buVJyX7qJOubEaOZdLKR4EAmep56SndZ160Rs9xrWnysUPYr5NRVeCwjNzWkh3syvqbyEf/1r/fof/rByw+nigJuwefrp3gxUtwWo6bHJ8So+mMKmvYCQEjbr6oDmZn18/Xo9V/3sZ9leSUFgemTZK6IrTO88u8fmsWM6MoEem/HBnpvQ9NzzImwuWaLbs8oBrITNOIWhmzQ2ShqI5mbxDqvUVEJmYbpcHpv79mmBKIqFg4BsRwxTVFLCZiLh7IXuxE9+okVNy9J2FIXNcHGylZyEzeXLgTe9KTulBCDriFJt8CcSOgpxZkZyqQcNN7KDhcImIVWC8np0yrFZzE7Xvffqx1ddVejZ5UaJOl//up7QMpncoo45MSqDKJHgjlgUGBoCvvAF4AMfkFw5fnKW5gpFV/k1gWh5bALe82y++KLOhWYKm4C089e/XodTff/7FDXDxFwQ7d+vF1umUJQLt1B0GrrxxKyMbnpsHjqk7+/LXpbdbj7/eS0ozMxkF1UrdF5Wcz2wsDiI03uaHpv26tF+Qz5JNFAbIkeOiIhjeuJ6ETYBPY5NT0t7VjkOzTzPcUG1+3e8Axgdrew86bkK05lEPQwdyO+xuWKFN0F2aAj45jdlXXD55fJ7clKiY2prgz1n4g8lwpu4Rbx89KMSHm6Kmz/4QWk3+IOqjm7OyyaqGvzzz3N9GgQUNgmpEpTXo5kn5PDh4na6Tp3SO1grVuhCCKWgs1NCiZSo89RTuScypx2/pUujuStdTRRbkMmrx2bUhE2veTad8mua/MmfaI+D+nqKmmFSW6sXRabHpVdhs6FBp8YwhQfm2IwnprBpemyaBTrM/JqAzLumF7YKRy9mXlZz/dBQ9lhz//3O72nmM8slbNJjMz4oT7e5OVk4K2F9+XLvwqQZjm6mUoibx2Y1FoFU4vWpU9mpmEyiXhEdcPfYVOOSl80Wdf/f/na9LlD5NScnK/P+xwknj1mn9Zvic5+TKulqLfi1r5V2g/8Vr9Bj5k9+4ly01AvmvGwyOirfJZHgRnYQOOjkhJBKRA36//qvstvZ1ATcdZcYvIVOChMT2ti48krnnbcgecc7JGn09LTs6OU6Z6cdP4Z1hk+ugkzq/7kwJ343YXPlymyRIQp49dh0q4iuePppCamrrdUh/BQ3w2PxYgnXVV62gHdhM5GQBejjj4ugNDMjY6gpbNLQjQ9uOTbdCgcB0ndPnAB6euTv++4TL87bbgPe/Gago0M8lebmpI3Nzspj9aP+No+/6lUilP/rv0rbPO00aVP/9V/OY+/ixfKcffsWCpuF5LIj4WN6umUyWtw6+2zvm7vmOPbrX+vHcRM2i7U54og9GsBpkzQOwqaTx6ZlaWHTS1s07//Xvy79ARD7qr6+Mu9/nPArbDY2ytz2R38kgmOpN/hra4HXvhb43/+VuXrXLvnbL+ocb7kFGBsD3vpWsee/+10ttNNjs3gobBJSRXR2Sqjr3/+9CCi7d4trf6GTQrmqoSuGhkSwPPtsnSPJj8cmvZ/CJ1fBJS/t0K140MGD2ksqlYqeZ25jI7BmjYjyjzyicz3ZySVsDg3Jzwc/KNdKeSIAFDfDQgmbJl6FTUALm3Nzsmu/fn22YM8xKz645djMJWwCUhRhZEREzW9+UxZQTU3AF78oP4Wi8vk++6wsAP/u79zHiXXrdM69o0e1oEBhM56YgtDjj+twZD9jk/ncX/1KP46bsFmszRFH7PmbN23K/r9laU/ylSudhc8o4OSxqdIrAN68yM37f/rpWtgEJLKHRUDDxUnYzFd8MZ0GXv5y2QjOtxYMgmuukXkZkKjHQoRNAPjTPxWb/etfB+68U+yBK6+UtThAYTMIGIpOSJXx7nfLDpfa9Sw0fHxuToqXAPJ+mzcHdoqOmOFEXnIkrVmzcJKgx2b8ccuxGeUw9B07JKeoWUBICZj2nHdmUnRzsVGN4XRxwMkQ9StsKlQ4Oz0244mTsGlZWthcudK9bdx4o3PF3mJQIeaWBSSTuRd+5nmZXpumsMlQ9PhgCkKmZ57pyZcPs02Y6RTimGOz2nDL36zy/L34ohb4VOGgUlSVLhYnj81iNlvsld9ZOCh87Pdg6dLc99XvWjAIWlp0W/zRj3S+Yb+o/pVIyBr6+PHsTQcKm8VDj01Cqoz//E8RTJ55RhY8N90kk4NfD7df/EIbRq96VWkX4G6iDuDusaYWh08/rY9R2Iw/bh6bZuGgqFVEV7l1zGrIjz4KfOc7ul0r3HJsVmM4XRxwMkTN3HT5cBI26bEZT5YulXnwxAkdir53r54nL7rIfZ49ckTERzWm1dWJR0pNjc7lWlOjf9yOmb/vv19EymXLRIzK5dViesg8/7wUOQJYPCiumIKQKUp6LRwEZI9jZn7DuHlsViPmfTbzNytb5LHH9DFVVMxui0QBJ4/NYoTNtWuz/6awGT72e2DmfLZTyFowqHN8zWskfdvhw1Lkz+4FnY+f/Qz40pfEeUFtYB48mB35yI3s4qGwSUgVoSaF975XKir/9KfA+DjwoQ9JeLofzCJE11wT6GkuoFBRxy5sUiSIP27Fg6Lssana6ac+JWHLTU2yc/vEEwvbtRI26+uzF5DVGE4XB+zCZmOjv3Emn8cmx6z4kEhIbt/nn9fCppmb0CkMHZB5+YtfBD784ewUEy0thfftoSGZ+/72b72lrTBFLNNjk8WD4okpbJoem36EzRUrRBA/cCD7OIXN6LNmjWy0HDuW7bGp+v727fK7qUnskJ/8pLQFWAolaI9NCpvRw34PcoWhh7nBf801ImwCsv71I2wePgz8wz+IbTA5qXNq1tRI31u8mDk2g4LCJiFVgn2nq7lZKosDwK23yt9ec81Ylt5lqq0FXv3qkpzyPIWKOvZwPnpsxh+3UHTTYzNqwiYg7fTgQcmP6Zbf1rK0sJlr15pEB7sh6icMHWAoeqXR2CiLl0OHZHwycxM6CZul8EAp5D3twuaOHbLochIRhoZkAcncdNHFFISmp/VjP8ImIOMZhc34oQrTPfaYjEeqMB0gfX/nTgmp3btXxqnu7uiJmkB+j02/my32UHQKSeHj5LHpRpgb/K96lbSXkyeBe+8F3vMemSO98KlPicfm5KSkbTvjDLH3amqk6voPfiDPo71XPMyxSUiVYN/puuoqCY1rapIQuF/8wvt7PfaYrrLZ0hJdTw77zh+Fzfjj5LFpWdpjc+3abGM4Svzf/yvnb1niffCmN2X//8AB/Z2imsyfZFOssLlqlRaMlGcNPTbji70yulk46KKLFj4/lwfKjTcW5oFSyHvahU0VsmpGZqxcqUVTrws6Eg5Oc2Ay6X9udEqrwRyb8UDl2bSsbC/sJ58UT85EQhwTli2LpqgJOHtsFpMew+6xWUf3rtDxI2yGyZIlIm4Csln0y196e93YmHh6WhZw7rkSnfHyl8v/1IZDU5P8n0J78dA0IaRK2LIl23hJJICuLnnc1CR5eE6d8vZe5a6GXij2CZIiQfwxjSAlAu7bp3fzo+itqfjCFyRETCUOf/e7s//vVjiIRBe7IeonvyYgbUGJofv2SZs2UyxwBz9emMLmCy/oXHbr1omwZMc+L5t0dhbmFVnIe65apUWE557TIuj99+tx6RvfWOgJSqKJKQgp/HprAs4bNfTYjAdO0QAA8LnPiRenZYmNrKpKR5Ggc2yyeFD0iIuwCWSvd811sEIV51JMTgKf/KQ8TiSAN75RxPVLLtHP2b9fvvO6dbT3goDCJiFVzCtfqauZT04CX/+6t9epAT2RAF772tKcWxAwFL3ySCS0mKRC0aOcX1Nh5rd9zWukbX7rW8C//It+jlk4KMrGHdEU67EJLPSsocdmfGlo0I/Hx7VI7ZZfMyokEjrCYe9eYHZWxMtzzxXb4KGHgC9/maJmXHASNv1URFfYx7NEIroROiQb834rYfORR4DhYenTzc3Arl3lqSpdKKbNXoqq6PSQC584CZtXXilezoBEM1hW9v9VpINK17J9uwjyk5NiC1x6qTzPFDZN2B6Lh07YhFQ5W7eKVwYgHmVvepOzUax4+mmdm/PlL89eyEUNCpuVSX29tEElbNorokctB5w9593ixXoR8c//LJ5cnZ3uFdFJdAlC2Fy/XjxoEglZgCoxrKZGwpSi1p6JO+Z8eO+9+rFTGHrUOPNMyf07OyveprOzsohLJGTuXLSIomZccLLhChmb7K9ZsYJpCOKC6bGp0py89726eMkHPiC2VDmqSheCyvOriiCZHpuqsrRfkb2uTt5TpeNgKHr4+CkeFDYrVkj6tfvvF3v98ceB88/X/zf70o9+JBsJk5OSlsbMqb9hg2xam5vYAIXNIOD0REiVc/75wBveII8zGWBkJPfzTff7UldDL4YdO4CvfjXbtV8Jm0ND8n8STxYvlsX2Y4/JvTSFzYceil4OOHvOu44OCbFqapL2uX+/HKfHZvwoNhQdkAVoIiEG8Je+pI3dJUtksylq7Zm4Y4aim+OSm4dGlDDb7vPPA9/9rhYQGhujHbJKsimVxybza8YH897t2SPFS9JpsS0uvxz4vd/T/y8mp2+pUN5v+/bJ38pj8957ZVxKJPx7bAKSDsj8DBIOKmzbFDaXLxfxMMprNHPdq4r+mHR2Am1tUqDroYekrf7VX4kTkaK2duFmZ10dC4YGAbs0IQRvfaue4HfuFIHTDVPYvOqqkp5WUdTUyMSojCFAhE0WP4g/ixeLcb5+vdzL73xHju/dK3ngohYuac95t2IFcP318viMM7SHHnNsxg9T2Fy9urAwzfXrpT03NUlbVgVn9u5lTsO4YQqbitpa4GUvK/+5+MVeQOiWW7R319hYtENWSTZORYIKybG5alX2ezG/ZnxYuVLn9X3mGeCznxVvuKYm4C1vWeitWGhO31KhxNZnnpFx6OhRGXvGx/V86UfYVEKaKWwePCi/oyykVSpKuP7+9/Wxpqbor9Fe+1otQDrl2ZyeBiYm5DmWJX3ub/924fNUASEF82sGA52wCSFYv15yzzz0kEws//mfUsFZoUIhf+d3xLUekIValEMGlBDwwQ+K90JTk0xC991HoSDuKAPgjDOA3/1d4EMf0sff//543NvrrhPv6EOHRMz68z/XwmZdnbNAQqKDCpMzhU3lIeM3dFwJDk1N4r3wwAMSBrxoEfCP/xiP9kwEp36bSsVj0WIKmwMDwC9+IW2ytVUKHkQ1ZJUsJIhQdDXGnXUW8OijckwJm0yPEW3UvVu/XhwV9u/XkSEnT4pHdhzo7JTv8sADstF34IDkBgVEOMqVNsuOEtLMlFSZTHaqIFI+1PzxyU9KlEpTk3jnRn0zd80a4BWvEA9olZrt3HPlf7OzwEc+IhXTLUvGy7VrpY3Zv489ioNh6MEQUT2cEFJurrlGDIfJSeArX9FhsebumZkzLMrV0BWdneJVqoofjI5Ge8Ik3lAGwIkTWmhXRkRc7u3y5cANN8hjy5J+pvrc6aczJCXqqEXSxIQ+dtZZhXkbLFumczMuWiTGsWWJwB2X9kyE1asX3vs4hKED2cLmY49pryiVqgaIZsgqWYg9n/jatf7FdTXGvfCCPrZqVfQ9qojzvQO052Occkv+f/+f9n57+mmdpmfFCn92khq7fv1rvYn8859HX0irZDo7xWFGrdEefjge98KtOvqtt0pR0MlJcf558EGJiHSKdLDbBXHY/IwDnJYIIQCAv/gLMSAmJyUfjwrbMCd9cwCPg7AJAN3d2ihauTL6EyZxR7VJZQBYloRIWpZeaMcpTPL//B/tATM2ptMmML9m9FGLpJ/8RC+Snnii8EWS8tpMp6U9q+rDcWrPRO6bGeoIxKNwECDilxKrVMhqIgG87nXZz4tayCpZiN2brZDCQWqMe/hhPcb9+tcUguKAunc//7m+d5OT4vH4nvfE697V10t+35MnJcLlwQfluApD9xNG3tkpaxclpD31FNty2PzlX+o12urV8bgX5vr37rvl9z33AJ/6lLStM8+UNrlmje6Lpri5Ywfwta9lRz0qhw2mRSgOCpuEkHn++Z+B886TgbmvD3jf+4BzzpGBOZMRQwCQRfjdd8dj8H3iCQkFvOQSWbRRKIgvygvhscfk78lJ+Vm6FLjwQlmAxykH3LJlYtioAh0KlV+TBk606ewEXv96vUgqJM2FEuvXr9ftWRV32LQJ2L49Pu252lH30h6OfvHF0e/LO3ZI4Sp7bt/LLwfuvDPa506yUe3Q9NpUhYP8tsPOTikyo8a4+++nEBQXOju1s4IqYvL2t0t+zbgwNAR8+cvAG98ows/SpXqeXLmyMO/hv/orLaSdfjrbctiMjgIXXCA/cdnM/eY39ePHHgN27QI+/nFpU0uXSpSDmUPTHumg1jIqvz4gAj694YuHl44QMs/KlcC2bXrSP3JEirH8xV9I9TclvtTV6Rw+UUYZ8X/1V8APf8jiB3FHGQe/+pWEoCtRM5mUXd/Bwfjd402bgBdfzC4cFIcE6kS4+WYpDlNbK4KW30WSMnC/+U0tajY1iZH73HPiGRCn9lzNqHv53HP62LJlUhwh6n1Znfv0dPZxy4r+uZNs1L0055T16wufUz7wAV25uKGBQlCceMc7tD2/YgXwd38X9hl5x4wYGxkBOjqAY8e0uPnjHxfmPfzLX8oce9ppspHDuTU81D3+i78AfvrT+NjvNTU6dRsg6+ajR6Wv1dcDmzcvfI0Z6aDWMmodA0i0Dr3hiydGWTYIIeXg2DFxo1f5/urrgf/6L+B73xNjQOXo+b//N9qDrz2MHmDxg0qgsxP4n/8Bvv1tMSJWrgR6exfe47jkgHv72yUx/pe+JH83NUn42Pg4DZw48MMfijf44sWSG9MpSXwuzCJnS5fqMba+HrjpJvm/KtRBoo26lx/5iAhBTU1y33bsiH5fdjr3vXtlHNq6NdrnTrJR92rbNkl1ouaUe+4prB1+7Ws64kXlg2Z7iAff/754JR47JukIvvCF+Ny7ubns9vqZz0jo+H33SVj6c88Bf/3X/r6PWheoIpPqbyA+16VSiPMarbNTinF95CPyt7LbMhng7//em1d0Z6cU8fr4x2WuXb4c+Id/iO53jgsJyzID4EgxrF+/Hs8++yzOOuss7NmzJ+zTIcQ35kTzB38gu2jf/KYsuI8dEyGprk4q9UY9nEV5lDpNEqzoGW++8Q25r3V1suD6/vfDPqPiOHECeO1rgd27pY81NwPvehcNnKhjN8ydDHWv/L//B3z0o3L/a2qA/n5JOk/ix9vfDtxxh9zLtWuBv/mb+PTld75TQj9VjtePfjQ+506y+e3flhzAiYTkeX3HO/zfyyDHOFJeKvHe7d8vIb4nTkiKqfFx7691+/6VcF3iSCWs0a6+GvjFL2SMTSTEu/297/X++pkZ8aY/cULE0YcfLt25xhk/+hqDSwghABZO7smkeJH97d9KmOXJk7Jb39gYfVETkAnRzUhh8YN4MzUlOTUvvVSMiaiHreSjvl52eRMJ6WsschV93LwNCg2leve7pR1YloTHUdSML295iw7/TCbj1Ze7uph/rlL40z+Ve7l4saREKFbUBIob40j5qNR7d+edYvtddpl4I/v5HnYPUIU9/yEpD5WwRnvnO/V8uWGDP1ETkDX2y14GnH8+0yIEBYVNQggA90n/fe+Tnf/TT5dCQmvXcvAl4aEM9ne+E/jud+NvqCv27dNirQr3I9El6EXSl74kyfMvuohjbNzZvVu8MJqbJdohTvfyZz+TQjPnnedfOCDRYm5OFs2XXKLTZPh9PYWgeFKJ907Zfm97m+T892v7VYKQRqLFyZOS4uGCC3QxK6+o9tzVJekV3vrWyljLhA1zbBJCALhP6kNDUvXtIx9hThoSLnHOyZMLU6xlH4sHuRZBhXpGvf3tvP9xZ2gI+PznZUMwbvdSFdtTeevidO4kG3Uv//IvC7+XQY5xpLxU2r2rVNuPxBc11998s/8xlu25dFDYJIS4wsGXRIlcXgjq/3GDfay64f2vHOJ8L+N87iQb3ktSaVSi7UfiS7FjLNtz6aCwSQhxhYMviRKV5oUAsI9VO7z/lUOc72Wcz51kw3tJKo1KtP1IfCl2jGV7Lh2sih4grIpOCCGEEEIIIYQQQkjhsCo6IYQQQgghhBBCCCGkoqGwSQghhBBCCCGEEEIIiR0UNgkhhBBCCCGEEEIIIbGDxYOILz7xiU/g4MGDWLVqFW666aawT4eQioT9jJDywL5GSHlgXyOkPLCvEVIe2NeiBYsHBUg1FA+qhu9ISNiwnxFSHtjXCCkP7GuElAf2NULKA/ta6WHxIEIIIYQQQgghhBBCSEVDYZMQQgghhBBCCCGEEBI7qibHZiaTwfbt25HJZJBOpzE1NYVt27ahvb3d8fn9/f3Yv38/GhsbsXv3brS1tbk+lxBCCCGEEEIIIYQQUl6qQtjMZDLo7e1FX18fkskkAGBiYgIbN25Ee3s7hoeHs57f3d2N5uZm9PX1zR9ra2vD1NQUurq6ynnqhBBCCCGEEEIIIYQQB6oiFH379u1ZoiYAtLS0oK+vDyMjIxgbG5s/PjExgcHBQfT09GS9R19fH7q7u8t1yoQQQgghhBBCCCGEkBxUhbA5MjKCjRs3Ljje2toKAFkemwMDA2hpaVnwXHVsZGSkRGdJCCGEEEIIIYQQQgjxSlUIm6lUClNTUwuOKw9O839jY2NIpVKO75NMJjE6OlqScySEEEIIIYQQQgghhHinKoTN0dFRTE9PLzg+MTEBANi8efP8sXQ6jYaGBsf3aWhowK5du0pzkoQQQgghhBBCCCGEEM9URfEgNwYGBpBMJucLAmUymZzPTyaTOZ/zwgsvAACeffZZ1NbW5v38lStXYsWKFZ7PNwo8//zz87/Xr18f8tkQUpmwnxFSHtjXCCkP7GuElAf2NULKA/ta6VHXWOlsuahaYXNsbAxjY2MYHh7OKipUDLOzs/OP5+bm8j7/wIEDOHDgQCCfXW7m5ubw7LPPhn0ahFQ07GeElAf2NULKA/saIeWBfY2Q8sC+VnpMnc2NqhU2Ozo6MDAwgPb29vlj+QTOfB6dS5YswbFjx2BZFmpq8kf5x9FjkxBCCCGEEEIIIYSQUvHCCy9gdnYWS5YsyfvcWAibzc3NjsV/3GhoaMDo6KhrEaCOjg5s27ZtPgTdK1NTU67vCQBHjhzx9X6EEEIIIYQQQgghhJDCiIWwuXv37sDeq7e3F5s3b0ZPT4/j/5PJpKuImslksGnTpsDOhRBCCCGEEEIIIYQQUhhVURVdMTg4iMbGxgWi5uDg4Pzj66+/Hul02vU92traSnZ+hBBCCCGEEEIIIYQQb1SNsDk2NoZMJuPoqWnmzuzo6MDExMSCfJpjY2MAgNbW1lKeJiGEEEIIIYQQQgghxAMJy7KssE+i1KTTabS1taG1tXW+QJASLtPpNLq7u7OKCHV0dCCVSqGvr2/+WFtb24LnEUIIIYSQaDMyMpIVjdPV1ZW3YKQfxsbGMDExMf93a2srWlpaAnt/QgghhBDiTlUIm83NzTnDy8fHxxcYoP39/di/fz8aGxuxe/dutLW1UdQkhBBCCIkZbW1t85E3gLPdVwy9vb3o7++f/3tgYMB3gUpCCCGEEFIYVSFsEkIIIYSQ6kQJm9PT04F6atoZGRlBR0cHhU1CCCGEkDJSNTk2CSGEEEIIIYQQQgghlQOFTUIIIYQQQgghhBBCSOygsEkIIYQQQgghhBBCCIkdFDYJIYQQQgghhBBCCCGxg8ImIYQQQgghhBBCCCEkdlDYJIQQQgghkaS3txfNzc1IJBJYs2YN2traMDg4GMh7p9NpNDc3o7e3F+l0Gh0dHVizZg2am5vR3d2NTCYDAOjv758/h40bN2JkZCSQzyeEEEIIIcVDYZMQQgghhESOtrY29Pf3o6WlBT09PWhtbUU6nUZfX19gn5FOpzEyMoKNGzcCAK6//npMTU1hcHAQHR0d6OjowMDAAFpbW9Ha2oqJiQl0dHRgYmIisHMghBBCCCGFUxf2CRBCCCGEEGKSyWQwNjaG9vZ2DA8PZ/0vnU4H+lnpdBoDAwPo6uoCAPT19WHNmjUYGxtDS0sLdu/ePf/c7u5uDA4OYufOnWhpaQn0PAghhBBCiH/osUkIIYQQQiKJCgc3SaVSgX5GMpmcFzXV362trQBEyDTp6OhwPS9CCCGEEFJ+KGwSQgghhJBIkUwm0dLSgrGxMaxZs2beU7IUgmIuoXTTpk1Zfzc0NAAApqamAj8PQgghhBDiHwqbhBBCCCEkctx1111ob29HJpPB4OAguru7sWHDBoyNjQX6OUqsdCKZTAb6WYQQQgghJFgobBJCCCGEkMiRTCYxPDyM6elpDA8Po6urC5lMBm1tbWGfGiGEEEIIiQgUNgkhhBBCSGRJJpNob2/HwMDAfEX0oL02CSGEEEJIPKGwSQghhBBCIoUKP7ezf//+EM6GEEIIIYRElbqwT4AQQgghhBCTXbt2obu7G729vdi0aRNSqRTS6TTGxsaQSqXmq5YTQgghhJDqhh6bhBBCCCEkUrS2tmJ0dBStra3YtWsXBgcHkU6n0dXVhfHx8bBPjxBCCCGERAR6bBJCCCGEkMjR2tpaUs/MVCoFy7Ic/zc6Oup4vKWlxfU1hBBCCCGk/NBjkxBCCCGEEEIIIYQQEjsobBJCCCGEEEIIIYQQQmIHhU1CCCGEEEIIIYQQQkjsYI5NQgghhBBS8Wzfvh2NjY3o6upCMpkM7H3HxsYwMTGB+++/P7D3JIQQQggh3qCwSQghhBBCKp7+/n4AUpSopaUlsPcdHR2df29CCCGEEFJeEhZLOxJCCCGEEEIIIYQQQmIGc2wSQgghhBBCCCGEEEJiB4VNQgghhBBCCCGEEEJI7KCwSQghhBBCCCGEEEIIiR0UNgkhhBBCCCGEEEIIIbGDwmbAJBIJx5+NGzeiu7sbmUzG8XVr1qyZf14+MpnM/Pt2dHQ4PmdsbAxtbW3z79vc3Izu7m6k0+livh7xiVt7MH/c7iEpHPZDYsJ+GA65+mFvb++CfjgxMYHm5mbfP8V8Jik97H/hwP5H2PcIIYRUC3Vhn0AlkkwmcddddwEApqamkMlkkE6nsX37dgwODmJ4eBjt7e2Or52YmEA6nUYqlXJ9/9tvvz3n5/f29qK/vx8tLS3o6upCY2Mj7r//fgwODmJwcBCWZRX+5Qogk8lgzZo1OZ+TTCYxPT3t630nJibmBSi37zQ4OIiBgQFMTEygpaUFfX19aG1tdTzHrVu3YmxsDACwadMm9Pb2Oj4XkGs8MjKCdDqNlpYWdHd3o6ury/W79fX1uX6PXPfaif7+fgwMDMx/9rZt27LaU6mud9xgP8xPf38/AKCnp6fg9/DSD/1+3sjICLZv346JiQkkk0m0trZieHh4wfOi3A8LPc9Kw6kf3n///ejv78fg4CDGx8fnr30qlcq6ho2NjQCAnTt3YmJiAu3t7di8eTMAYP/+/VnPKfQzy00mk0Fvby9uv/12ZDKZottDvj7lZ27z8txC55cw+x/gfUypNNj/FlJsW/DS9tSmphtqriykP/kdQzj3EUIIqQosEigArFQq5fr/1tZWC4C1e/furOPJZNJKpVIWAKuvry/nZ7S0tFgtLS0WAKu9vT3rf6OjoxYAq6ura8Hrpqen8753qejp6cn66evrm/9JJpNWS0uL7/dsaWmxksmk5daM29vbLQBWT0+PNTw8PP/38PBw1vOmp6fnz6Gvr8/q6emZf1+n65VKpaxUKmUNDAxYo6Oj89/Bfi8sK3978EtXV9f8dxoYGJj/TgMDA1nPK8X1jhPsh+4MDw9bfX19nr9nPvL1Q7+f19PTM3/thoeHreHhYcfrGId+6Pc8K41c13337t3z/S0f6nqPjo6W7TNLwfT0tJVKpayWlhZrYGAga15yauNueO1TfuY2P8/1O7+E2f/U+XoZUyoN9r+FFNsWvLY9ZQMo+9P+Yz8nr/3J7xjCuY8QQki1QGEzYPIZEePj4/NGgYkyXtrb23O+fnp6en6h4SSoKCMjLgwPDzsKTF5el0wm540sOwMDA44iZmtrq5VMJrOOtbe3W62trQveQy0azXNTRvH09HTWc5URazf8gzQqVduxG5DqO9nPyYlCr3fcYD90R10bJe4WI2zm64d+P09dz3wL6Lj0Q7/nWWnku+5e73dQwoqfzywFXV1djuKDGi+8jOGW5b1P+Znb/DzXDbf5Jcx5MMz7HTbsf8F+tp+2F8QY79Sf/I4hnPsIIYRUC8yxWWaSySQAuOYZuuGGG5BOpzExMeH4/8HBQQBwDfuIU/6idDqNjo4ODAwM+A6F2bp1a85wlr6+PiSTyQXXSeV4GhkZmT82MjLiGKajjpnPHRsbQ0tLy/x9VKhQvdHRUV/fww87d+4EgAXfu6+vD5lMZj580I1irnelUc390LIs7N69O2domlfy9UM/n6fC67q6ulxTQCji0g/DPM840NLSAgCu/axSPlPR19eHgYGBBcfVeOw1967XPuVnbvPzXCfKNb/46X9+xpRqpJr6XxBtoVgbzA9u/SmoMaQQOPcRQgiJMhQ2y4wySNxy7yihxMlwUcdbW1tdFw7qfVXerSjT3d2NVCrlO99Of38/MpkMtm3b5vqcdDqNTZs2LTiujplG1fDw8LyxbaIMsPvvvz/r9U6GozpmT6QfJCMjI47nqY7lMxQLvd6VCPth8Xjph35QYnFvb2/e58alH4Z5nnFAXYdybrSE8ZkK+yJfMTIygmQy6diuisHP3ObnuU6Ua37x0//8jCnVSDX1vyDaQrE2mB/c+lO5xxD7Z3DuI4QQElUobJaBTCaDiYkJdHR0oL+/H+3t7TmT3Le3tzsWJkmn00in0+ju7s75WkCMt7a2NgwODkayAvPIyAjGxsZ8e42Zu+5uBp7C6f/qmHlN3O6Fek5DQ8P8sb6+PjQ0NKCjo2P+/+retre3l3RR5ybWArJI2LVrl+trC7neY2NjaG5uxsTEBPr7+9Hc3IxEIoG2trb5nfnBwcH54xs3bgzFC8or7IfB4acfemV0dBTJZBKpVArd3d1Ys2YN1qxZg46OjgUesHHph0GcZ6X1QxM1HpXTmy6Mz3RCjUdtbW1Ip9O45ZZbAv8MP3Obn+faKXQ+LwQ//c/PmOIG+1/8PxMIpi0UYoONjo5i48aN820jn+cz4L0/lWMMMeHcRwghJNKEHApfcQBw/Ukmk665sMwE4Sqvjj0HjcpZY36WUxLu8fHx+bxY6kclGo8KKqm4X1SuJ5W3xy23n1uBHJUb0UvxnFz5mNTnqh97Lk9FrvagfryCHAUm8l3PQq63yoXU0tJitba2WgMDA/NtULU9p+NRgP0wPypfViE5Nr32Qz+fp9poKpWyurq6rIGBgfn3deuvcemHXs/Tibj3Q/v1mJ6etkZHR+cLb3m5FsXm+CvkM0uJygFdSHswKbQP+8k16OW5+eaXsPpfIWOKHfa/yuh/QbQFP21PtRvVRsxCO/n6qxd7zesYwrmPEEJItVAHEjjJZDJr53Tnzp0YGRnBXXfd5SlMxAyDNXe1BwcHc3qYKVpaWrB7925MTExg586dGBsbw8TEBLq7uzE+Pu4aXutGb2+vp11mO319fY7nOzY2hnQ67du7I51OY3BwcD5/Zi5aW1sxMjKCTCaT9VwVjpRvhz6TyWD79u1ob29f4FnQ29uLwcFB9PT0oLm5GaOjo+jo6MDw8LDj97W3h0LId77JZNLVI7DQ621+9vj4+PzfjY2N6O3txcTEBHbv3r3g+NjYWOjeUAD7ocKtHxaKn37o930Bud6mN0dzc/P8dze/R1z6od/zzPXZceyH6XQaiURiwfFUKoXR0dGSnGMpPjPI/tfa2orh4WFMTU1heHi4oPZQKLnmtkKe63V+CaP/+R1T8n02+184nxlE3yu2LRRqg/X09Mz3ja6uLrS1teWMdvDan/yMIZz7CCGEVAVhK6uVBlx2qwE4VhxV2D0M7VWVlWeGudsJF08xJ0zvsbCrEaodXL+VuZ0qmrt5iqnr1dLSYu3evduanp62BgYG5q9BrnthWdb8DrEdN+8VdXx8fDzruFN7KATVhgrx2Cz0eqvdcnvl8HzHw/aGsiz2Q6/nggK8vfz0Qz+fh5e8ae2o+2Ze47j0Q7/n6UTc+2EymbRGR0fnf8bHxz1X/1b49RgL4jPLiRpnvLQHk0L6sNvcVuhzvcwvYfU/P2OKG+x/ldH/im0LhdhgTt9ZRYK49dlC7TW3MYRzHyGEkGqBHptlIJlMoqenB/39/Z53Eru7uzEyMjK/izwwMOBY5dsrLS0tGB4exsaNGzE8PBzqbubtt98+n+vIK2NjYxgbG0N7e3tW5UW1Q6wSp6vv1dLSgoGBAXR3d88nKTevQS6PvY0bN6KhocExEfz27duRSqUWXL+enh709vait7e34ATyExMTmJqaWnC8tbV1fmff6f/quNv1LOR6m7gleY9b8nf2w+Lx2w/94tRGk8nkAm+QuPTDIM8zzv0wjHYep77V19eHkZGRotqtF3LNbYU+t9j5xU7Q86DXMSUf7H/R/8x8FNMWCml7Th6Z6jmmp6FJof0piDGEcx8hhJA4Q2GzTGzbtg39/f3o7e3NCqlwQxkSO3funC9icv311xd1DkrMC7OISTqdRiaT8V3cwxROnEKSOjo6AIixqIyrrq4uXH/99di1axdSqRRSqdS8GLN582bHz8m1mMtkMshkMq4Gu9+Fkp2tW7c6Jj63LGv+/d0So2cyGUdDuNDrbeJWNCJXMYmown5YHIX0Q694fX5c+mHQ51lJ/ZBko9pMKceEUoiaQcwvdoKcB4OsvM3+F2+CaAuF2GB23IRBoLj+FMQYwrmPEEJInKGwWSaSyST6+vp85XW6/vrrMTg4iLGxMWQymZxVmBX2nJL2/wHwlF/QROWs8cu2bdsWfE/1Phs3bvT1Xl1dXY7GXkdHB0ZGRuYNLzt27zGVF9Dp+m/cuBGpVArDw8Ou75XLIMtkMq4VI72QT2hT7cF+j9U1veGGGxa8ptDrXamwHxZHof3QC62trY7tWy2SVN+KSz8s9XmS8hJE/5uYmHDs96qNBCnEmeSb2wp9binmlyDnQa9jCok2QfS9INqCn7bnZgMoYdCpz3jpT6UcQzj3EUIIiTVhxsFXIsiTzyaZTDrm+bHn9rOs7DyRTq+BQ16gVCq1IO+MorW11TG3zcDAwHxVwfHxcWt4eNhzzkC/qMqFQeXAsedAzIXKbeRUlbqlpcXTd1b5j+zXUOUNsn+vfO3BD6o92O+vuq9O+ZyKud5u+Yr8Hg+DuPXD4eFhq6+vL+vajY6OlvRaFlMV3Y6Xfpjv89zat2rD5vWKSz/0e55OxL0fOvUZvxSS488v5ZgHVe5BO+r7+b1nXvqw17nN73Mty/v8Elb/8zOmuMH+V/r+V475L4i24KftufV1ZXsUaq/5HUM49xFCCKkW6LFZZvr6+tDd3Y3+/n709PTkfG5LSwtSqRQmJibyPleRTCbR39+PwcFBbNq0CS0tLchkMlmVFs3dXvM8mpub0dzcjNbWVvT29hb+JXOgvNXy7Sq3tbUhmUx68hpxIp1OY+PGjdi2bdt8JU5VndHucdbW1oZ0Oo0bbrgB/f39C94rlUplVcgeGxvDxo0b0dPTg82bN8+/d3t7u6Nn3NTUlOP7mni5vy0tLfM5IgEJp1fVtlXuRzter3e1EaV+aHpgDAwMZLU1Jy/cYlF5tJTnyO7du+c9LuyhY8X2Qz+fZ7bvdDqNtrY2jI6OYmRkZMG4FZd+WMh5kvJTrnnwlltuQVtbG1pbW9HR0YGGhgbs3Llz3nvc3h7c+p/XPuVnbvPzXIWf+SWM/udnTCHhUK75z29bcOp7ftqeqoDe3t6OG264AVNTU+jr60Mmk8Ho6GjB9prfMQTg3EcIIaRKCFtZrTTgYXc0lUot2LF18hSzLNmB7OnpcayQCJdKjqOjo1Z7e/t89eVkMmm1trY67kibx+Di9RckyrMrX8XHZDLpaZc5l6dYT0/P/DVIpVKOnprqswC4/jhVhTXfu6WlxfW9c72v+vHr3dDX15f12bl2p71ebyfivFsep36o3rO9vT2rHbl5dRRLrvZu/35B9EM/n2dZ4r3jtX3HpR96PU8n4t4P4+AxVs55cPfu3VZ7e/t8v8jVHtz6n9c+5WduK2Qe9Dq/hN3//Iwpdtj/Stv/yj3/eW0LueY+r21vdHTUamlpmb8m7e3tOfuK1/7kZwwJu+9V69xHCCGk/CQsq4ikaKRimJiYQEdHh2ulRkJIaVmzZg2eeOKJ+dxUbW1t7I+ElBHOg4SEA+c/QgghhBRDTdgnQKLB2NhYVgibW+VDQkjwTExMIJVKzYdy2fsjIaT0cB4kpPxw/iOEEEJIsVDYrGJGRkbQ1tYGANi5c+d8JcZ0Oo2pqakwT42QqmJqagoNDQ3zfw8MDMz3TUJI6eA8SEi4cP4jhBBCSLEwFL2KmZiYwM6dO9HY2Ij29nYMDAxg8+bNSCaT3C0npMx0d3fPiyrd3d2Ynp52LDBACAkOzoOEhA/nP0IIIYQUA4VNQggJGTP0bmxsDL29vRgfHw/5rAghhJDSwvmPEEIIIcVCYZMQQkIkk8lgw4YN84UT2tra0NfXh5aWlrBPjRBCCCkZnP8IIYQQEgQUNgkhJGQGBwfR0NCAdDqN1tZWLuoIIYRUBZz/CCGEEFIsFDYJIYQQQgghhBBCCCGxg1XRCSGEEEIIIYQQQgghsYPCZsAkEgnHn40bN6K7uxuZTMbxdWvWrJl/Xj4ymcz8+3Z0dDg+Z2xsDG1tbfPv29zcjO7ubqTT6WK+HvGJW3swf9zuISkc9kNiwn4YDrn6YW9v74J+ODExgebmZt8/xXwmKT3sf+HA/kfY9wghhFQLdWGfQCWSTCZx1113AQCmpqaQyWSQTqexfft2DA4OYnh4GO3t7Y6vnZiYQDqdRiqVcn3/22+/Pefn9/b2or+/Hy0tLejq6kJjYyPuv/9+DA4OYnBwEFHIPjAxMTEvHvk9n/7+fgwMDCCdTqOlpQXbtm1zvZ4AMDIygu3bt2NiYgLJZBKtra0YHh5e8LzBwUEMDAxgYmICLS0t6Ovrm6/UaZLJZNDb24vbb78dmUwGLS0t6O7uRldXl+PnJ5NJ9PX1uZ5frnvthJ/v39vbi5GRkfnn5jrPSoP90JlMJoOtW7dibGwMALBp0yb09vY6tvVc+Glbfp6brx9mMhmsWbMm57klk0lMT08vOFbufqiEbTeiMBaXGqd+eP/996O/vx+Dg4MYHx+fv/apVCrrGjY2NgIAdu7ciYmJCbS3t2Pz5s0AgP3792c9p9DPDJP+/n4AQE9Pj6fn+2n7hfaTfO06Lv2v0POsNNj/nPHb9xSFzp9+bN585+b3HMK0QRXF2PyEEEKIJywSKACsVCrl+v/W1lYLgLV79+6s48lk0kqlUhYAq6+vL+dntLS0WC0tLRYAq729Pet/o6OjFgCrq6trweump6fzvne5aGlpsZLJpOW3CXZ1dVkArJ6eHmtgYMBqb2+3AFgDAwOOz+/p6Zm/HsPDw9bw8LDjtVHv09PTYw0PD8//PTw8nPW86elpK5VKWS0tLdbAwEDWc53eN1978Iuf759KpaxUKmUNDAxYo6OjVl9fn5VMJhe0mUqE/dCZ6elpK5lMWi0tLVZfX5/V09Mz3w/9nJOftuXnuV77YU9PT9ZPX1/f/I/6fiZh9UPVDtT3sf9UOrmu++7du+f7Wz7U9R4dHS3bZ5aK4eFhq6+vz/M4Y8dP2/fbT7y267j0P7/nWWmw/2VTbN8rZv7MZ/N6PTe/5xCmDWpSqM1PCCGEeIUzTMDkMyLGx8fnjQITZai0t7fnfP309PS8AeMkqCgjI8oMDw9byWRy3kDyirp2dgOqtbXVSiaT1vT0dNZxdY3yGeMDAwOO4ol6X5Ourq6cwqj9HII0Kv18fyXo2s9HCS1eFihxhv3Qmfb2dqu1tXXBcbWYsgu9TvhpW36e66cfujE8POz4PcLqh9XS39zId929jtFBCSt+PrNUqPNTmytBbXK4tX2vz/U7v/o5h7D6n9/zrDTY/7Iptu8VOn96sXm9npvfc4hC3yvU5ieEEEL8wBybZSaZTAKAa56hG264Ael0GhMTE47/HxwcBADXsI845C/aunVrQeHQO3fuBIAFr+3r60Mmk5kPywF0uHhXV1feEKG+vj4kk8kF11TlgxoZGcl67sDAwIL3UKE8pcyd6Of7j42NoaWlZb69KdS1GB0dLdl5xoFq7YcjIyOOIWnqmNnW3fDTtvw8108/dCKdTqOjowMDAwMlDXP00w9JblpaWgDAtZ9VymeaWJaF3bt35wwN9Yuftu/23GLbdVz6X7nOMw5UW/8rtu8VOn96sXm9nlsQc3ihFNr3CrX5CSGEED9Q2CwzShRzy7umFvVO4pk63tra6mqQq/dVOXqiRn9/PzKZDLZt2+b7tSMjI/NGsYk6ZookSnjq7e3N+77pdBqbNm1acFwdM9/XLtCY55ZMJh3PLyj8fP9NmzY5iqzqmD3hf7VRrf1weHjYsQ0pofH+++/P+x5+2paf5/rph050d3cjlUqVfAHlpx+S3Kh2UE6BKYzPLDV+2r7bc4tt13Hpf+U6zzjA/uePQubPYmzeoM4hKArpe0F/f0IIIcQNCptlIJPJYGJiAh0dHejv70d7e3vORNvt7e2OhUnS6TTS6TROrllLAAEAAElEQVS6u7tzvhYQQa+trQ2Dg4ORqcBselG6CYS5cBM+ADGSd+3aNf/36OgokskkUqkUuru7sWbNGqxZswYdHR2O3nRO56OOuV0/dV/b2tqQTqdxyy23+P5OfvDz/fv6+tDQ0ICOjo7581dtsL293dOibmxsDM3NzZiYmEB/fz+am5uRSCTQ1tY2vzM/ODg4f3zjxo2heUF5gf3Q3cNUnVtDQ0Pe9/DTtvy2w0L6ISALrrGxsUC94Nzw0w8Vo6Oj2Lhx43w/8eNVU2n90ETdL7+Fq+L2maXET9vP9dxC2nUh51As5T5P9r/4f2ZQ+J0/i7V5gziHIPHb94r9/pXc9wghhJSAkEPhKw4Arj/JZNI1b46ZyF7lf7LnIFL56szPcirAMT4+Pp9vR/2oYjdhovLrqDw8fvPtwKUYi2XpAiX2v1OplNXV1WUNDAzMf569YIBbEQGVR9HpfyofoPpxKwSSqz2on1J8f4X6zvnO0wmVH7ClpcVqbW21BgYG5tugantOx6MA+6E/Csl75qdteXluIf1Q4db+FWH1Q9WHVBsxiy14ze8W935ovy/T09PW6OjofOEtL2NSsTn+CvnMUqPy1RWbYzNf2/f63ELmF6//D3se9Pp/J9j/Kq//BdX3FG7zZyE2b6Hn5nYOYfa9Ym3+OPc9Qggh5acOJHCSyWSW997OnTsxMjKCu+66y1OoshkGa+5qDw4O5vQwU7S0tGD37t2YmJjAzp07MTY2homJCXR3d2N8fNw1vNaN3t7egvL29PX1zZ9vOp3G4ODgfB49v+TLWZhMJrM8utTjgYGBLK+w5ubm+e+jzq21tRUjIyPIZDJZ56bC2Z0+u7W1FcPDw5iamsLw8DA6OjowPDzseH/s7aEQ/H5/QO7b4OAgenp60NzcjNHR0Zznmeuzx8fH5/9ubGxEb28vJiYmsHv37gXHx8bGIuGNwX4omP3QiUwmg+3bt6O9vd3zffPTtrw+t5B+CIhXRzqdzuuFFVY/BICenp758+vq6kJbW5tvT5a49sN0Oo1EIrHgeCqVwujoaEnOsRSfWar+Vwxe236+5xbarv2cQ5j9D/B3rdw+m/0vnM+MYt9TuM2fxdq8QZyDIoy+F+T3j2vfI4QQUmbCVlYrDbjsVgNwrGSosHsr2asqq11cc6cbLp5iTpjeY2FUo3SrMO61Capr6HW3GC955rm9j3nd1LVtaWmxdu/ebU1PT1sDAwPz1yvXfVOo+zU+Pp513Kk9FILf7++2e6+O28/TCbVbbq8cnu942N4YlsV+6AflDeEVP23Lz3ML7YdqHMlV4TisfqheY0d5A3vxyol7P0wmk9bo6Oj8z/j4uKfK1SZ+PcaC+MxSE4TXmJe27+W5hbRrP+cQZv/zc55OsP9VXv8L0mPTbf4s1OYt5NxyzeFh9b1ibX7LinffI4QQUn7osVkGkskkenp60N/f73knsbu7GyMjI/OehQMDA44Vg73S0tKC4eFhbNy4EcPDw2XdzRwbG8PY2Bja29uzqiaq3V1VeCfXOakd36mpKcf/T01NLUhG75ScPplMLthZbmlpwcDAALq7u+eLmZjXy4t3X19fH0ZGRtDb21tw8ZCJiQnH79fa2ur7+2/fvh2pVGrBNe3p6UFvb6+v83QrNBS3AkTV3g+d2LhxIxoaGny1WT9ty89zC+2Ht99++3w+3SAIsh8CznlD1XNMb5N8xLkfhtHOw+5b5cBP28/13ELadSHn4IWg+19Q58n+F/3PLDdu82cQNm+x51AIQfW9oL9/nPseIYSQ8kFhs0xs27YN/f396O3tzQqpcEMZEjt37pwvYnL99dcXdQ5KGCh3ERPTmHEKJ+ro6AAgi/xci45kMumaGDyTyWS91u/ipaurC9dffz127dqFVCqFVCo1b5Bt3rw57+vV5xVzbbdu3er4/SzLAuD9+2cyGWQyGVejMVe4nhNuyehLmaS+VFRzP7RTyILIT9sqpB367YfpdBqZTCbQCsdB9cNcuC0Oc1FJ/ZAUj5+27+W5hbTruPS/IM6T/Y+Y5Jo/g7J5izmHQgiq7wX9/dn3CCGEeIHCZplIJpPo6+tbkN8xF9dffz0GBwcxNjaGTCaTswqzwp6fzv4/AJ48EE1Uzhq/bNu2bb7ysdOCoqOjAyMjI/NGUz7U9bB/R3VuN9xww/yx1tZWx+cqscWpsqN9B1nlBjLv1cTEhOP1U4ZcMUZqPqHN6/d38ko1cfv+1UA190OTjRs3IpVKYXh42Nd7+WlbhbZDL/1Qoa7Hxo0bfX2PXATVDwH3dqAWh0GeNyktQfa/IPDT9r0810+7LuQcvBJk/yvleZLyEbW+l2/+DMrmLeYcCiGovleO708IIYTYobBZRnp6erB9+3Zs3brVk7HV3d2NwcFB9Pb2IplMehJCNm7ciPb2dscE+WqX1G74q+Icu3fvxg033IB0Oo2dO3fOG0yFJtsPGnU9tm/fnnVO6rEphrg9d/v27fP/z8XIyAjGxsYWFHi59tprHUOI1Wd4Eb0Kxc/3VwaoXYjt7+8v+XlGnSj2w5GREaTTaaRSqflzUkKq+juofljsgshP2yq2Hbr1Q4UK5S6n54affrhhwwbH8WL79u1IJpNFe/+S4IjLPKjw0/a9PNdPuy7kHIIiLudJvJNv/otS3yuFoBiXcyik7xFCCCHlgsJmmenr60N3dzf6+/vR09OT87ktLS1IpVKYmJjI+1xFMplEf38/BgcHsWnTJrS0tCCTyWRVBLULDOq9m5ub0dzcjNbWVvT29hb+JQOgra0NyWQyy3BraWmZz5EISGiqqjatch86PTedTqOtrQ2jo6MYGRlZcA3S6TQ2btyIbdu2zVftVFWc7bvOt9xyC9ra2tDa2oqOjg40NDTMV9tub293FMqmpqbmz9kNL/fXz/cfGBjA2NgYNm7ciJ6eHmzevHn+e7mdZzURpX5oin4DAwNZ1didvI+Koa2tDel0GjfccINjmzQXlur59n7op235ea6ffqhQ3q9ew7/L3Q9VBfT29nbccMMNmJqaQl9fHzKZDEZHR129ekl5Kec8qPLYKa/d3bt3z3s82YUBp/6n8NP2vTzXT7su5BzC6H+FnCcpL+Wc/4rte37nz1KcWyHnEGbfI4QQQspGiIWLKhJ4qECYSqWsZDKZVSUyaavGrBgdHbV6enocK3nCpRrz6Oio1d7ePl9NOJlMWq2trY6VsM1jAMpaudJecdokmUy6Xse+vr7579bS0pKzAuLw8LCn5/b09Mw/L5VKWQMDA67vuXv3bqu9vd1KJpPz7+v2fAB5f5IO1dtz4ef7m98r13k64VZh0u/xMIhTP1Tv2d7ennV/7OcWBKrNuv3YK6vm6od+2pbX5/rph5alx5B8lY7D7Iejo6NWS0vL/Ge0t7f7qswc937o97o6UUhVZj+Ucx7M1Qft7SJX//Pa9v0+18/8Eof+5+c8nWD/K23/i8r856Xv+Z0/7eSzeb2cm99zCLvvef3+TsS57xFCCCk/CctishMiu8UdHR2+qvQSQoJjzZo1eOKJJ+bzUra1tbE/ElJGOA8SEg6c/wghhBBSDDVhnwCJBmNjY1nhLm6VDwkhwTMxMYFUKjUfymXvj4SQ0sN5kJDyw/mPEEIIIcVCYbOKGRkZQVtbGwBg586d8xVD0+k0pqamwjw1QqqKqamprMIWAwMD832TEFI6OA8SEi6c/wghhBBSLAxFr2ImJiawc+dONDY2or29HQMDA9i8eTOSySR3ywkpM93d3fOiSnd3N6anp5mMn5ASw3mQkPDh/EcIIYSQYqCwSQghIWOG3o2NjaG3txfj4+MhnxUhhBBSWjj/EUIIIaRYKGwSQkiIZDIZbNiwYb5wQltbG/r6+tDS0hL2qRFCCCElg/MfIYQQQoKAwiYhhITM4OAgGhoakE6n0draykUdIYSQqoDzHyGEEEKKhcImIYQQQgghhBBCCCEkdrAqOiGEEEIIIYQQQgghJHZQ2KxA0uk0AMldlMlkwj0ZQgghhBBCCCGEEEJKAIXNCqS7uxsbN27E9u3bwz4VQgghhBBCCCGEEEJKAnNshsjExAS2bt2K8fHxrOPpdBojIyNIpVJIp9Po6upCMpn0/L7qtalUytfrCCGEEEIIIYQQQgiJC/TYDImRkREAIm7a6ejoQE9PD9rb29He3o6tW7f6eu90Oo1UKoXBwUGMjY0Fcr6EEEIIIYQQQgghhEQJemyGTCKRgHkL0uk0Ojo6srw416xZg+npaQAiiKocmibt7e1IpVJZx5zeixBCCCGEEEIIIYSQSqAu7BOoNHp7e7Ft27asEPCJiQns2rULXV1deV8/NjaGhoaGrGMNDQ2YmJhAS0sL2tvb875eha/b34cQQgghhBBCCCGEkEqBoegBs23btqzQ8XQ6jYGBAU+iJgDXKuZTU1OeXt/a2opUKoWxsTFs374dt9xyi6fXEUIIIYQQQgghhBASJ+ixGTDJZBK33HILOjo6sG3bNgwMDGBgYKDo93UTPJ1obW3N+k0IIYQQQgghhBBCSKVBYbMEJJNJdHd349prr53PjenntXbvzKmpKVY3J4QQQgghhBBCCCHEgKHoJSCTyWBgYAB33XUXuru7fb3Wzcty06ZNQZwaIYQQQgghhBBCCCEVAYXNgMlkMti6dSuGh4fR0tKC7u7uvOKmGWbuVNl806ZN9NgkhBBCCCGEEEIIIcSAwmbA2Av2KHFzcHAw63ljY2Po7e2df83IyMj8/4aHh9Hb24uRkREMDAxgeHi4PCdPCCGEEEIIIYQQQkhMSFiWZYV9EoQQQgghhBBCCCGEEOIHFg8KkOXLl+P48eOora3F2rVrwz4dQgghhBBCCCGEEEJixQsvvIDZ2VksWbIER44cyflcemwGSG1tLebm5sI+DUIIIYQQQgghhBBCYk1NTQ1mZ2dzPocemwGihM2amhqsW7cu7NMhhBBCCCGEEEIIISRWPP/885ibm0NtbW3e51LYDJC1a9fi2Wefxbp167Bnz56wT4cQQgghhBBCCCGEkFixfv16PPvss57SPLIqOiGEEEIIIYQQQgghJHZQ2CSEEEIIIYQQQgghhMQOCpuEEEIIIYQQQgghhJDYQWGTEEIIIYQQQgghhBASOyhsEkIIIYQQQgghhBBCYgeFTUIIIYQQQgghhBBCSOygsEkIIYQQQgghhBBCCIkddWGfACGEEEJiyNwc8LOfAfv3A42NwGWXATXcLyWEEEIIIYSUDwqbhBBCCPHHPfcA/+//Ab/+NXDiBFBfD1x0EfDXfw1cfXXYZ0cIIYQEAzfxCCEk8lDYJIQQQoh37rkHeNe7gEwGWLsWWLIEOH4ceOghOf7pT1PcJIQQEn+4iUcIIbGA202EEEII8cbcnCzyMhngvPOA5cuB2lr5fe65wIEDwCc+Ic8jhBBC4oraxHvwQWDVKuDss+W32sS7556wz5AQQshL0GPTA4ODg9i9e/f8383Nzejq6grxjAghFQdDnUgc+NnPxHNl7VpgZgZ48klg0SIRORMJ4PTTgYcfluddcUXIJ0sIIYQUgH0T7+RJ8dhcvhxYtgx46inZxHvta2mrEUJIBKCwmYNMJoOOjg50dHSgr68PADAxMYGOjg5s2rQJLS0tIZ8hIaQiYKgTiQv790sbXbJEHh85IscPHwZWrJDjL74o/yOEEELiiH0T7+GH5XhzM7ByJTfxCCEkYnCLKQdbt25FKpXK8s6cmprC1NQUkslkeCdGCKkcGOpE4kRjowjvx48Ds7P6+KlT8vv4cWDxYnkeIYQQEkfMTbyjR/VxtZm3ZIl4cXITjxBCIgE9Nl2YmJjAyMhIVgg6ALS2tmJ6ejqksyKEVBT2UKdEQgQihjqRqHLZZeJN/NBDEoKumJ0FLAvYt0+8Vy67LLRTJIQQQorC3MSzrIX/5yYeIYRECq6UXdi+fTuSySRSqVTYp0IIqVTMUKdEQvIV/vKXwOTkwnyFhESBmhpJkbB6tXiqKEHz6FER4levBm66iUI8IYRUAnNzElFy113yu1oKw6lNvH37sr+zZelNvIsv5iYeIYREBHpsupBOp5FKpZDJZDA4OAgA2L9/PwsHEUKCwwx1AsRzU/1uamK+QhJNrr4a+PSngb/8S+Cxx2SRd+QI8JrXiKjJvLCEEBJ/qjn/t9rEe9e7ZLN5dlaOHT/OTTxCCIkgFDZdmJiYQGtrKwYHB9HT0zN/vKOjA+Pj4xgYGHB97fPPP4/169fn/YybbroJN910UyDnSwiJIWao07Jl+rjyDmCoE4kqV18N3Hgj8MUvSmGFN7xBFsBc5BGSm7k58cLfv1/G9ssuY78h0UPl/85kJKpkyRKxSVT+709/uvLFTbWJ19Mj39uy5BpwE48QQiIHhU0HMi95TY2NjS0QMPv6+tDc3IyOjg60trY6vn5ubg7PPvts3s85ePBg0edKCIkxZr7Cs87Sx+fmmK+QRB/LkuqwgHivUJwhJDfV7AFH4oM9//fkJDA9DZx5JnDuudWV//vqq4HeXuCjH5VNvDe9CfjYxyr/e5P4w000UmVQ2HRAVTxPpVILcmyqvwcGBlyFzZqaGqxbty7v56xataq4EyWExBsz1Onpp3Wo08mTDHUi0cesin7oUHjnESZcOBCv0AOOxAUz//eRI8DevXJ86VIZ58z831dcEeqploW5Ob2Jt24dx3gSfbiJRqoQCps5UAKn0/F0Ou36unXr1mHPnj0lOitCSEWhQp3+/u+Be+8VL7hEArj8chogJNqYwubhw+GdR1hw4UC8YveAA2ScX75c0pBUkwcciT5m/m9z0+rkSfldbfm/zbnOfExIFOEmGqlSaD25oAoHOeF2nBBCCuLqq2VRe8klwIUXyu8vfIGGB4k21eyxqRYODz4IrFoFnH22/FYLh3vuCfsMSZQwPeD275e/1QZ4IpHtAUdI2Jj5vy1LH1djfrXl/zbnumqpCk/iibmJds45kj7BsmQT7dxzgQMHZL3BdkwqEAqbLrS2tmJqasr1/5s2bSrj2RBCKp6TJyXUac0a+X3iRNhnREhuqtVj0+59t3w5UFvLhQNxx/SA279fFpovvqj/v2SJzAHV4gFHoo3K/71vX/Y4Njur839ffHH15P+emdGP6bFJooy5ifb888ATTwC7d8v/uIlGKhwKmy709vYik8ksCDmfmJgAAHR3d4dxWoSQSuXYsdx/ExI17MKm6dlTyZgLh9lZ4PHHgSef1GkkuHAgdkwPOCfvr2rzgCPRRuX/Xr0aeOEFLWgeO1ad+b8pbJK4YG6iHTkix44d0/YZN9FIBVMlM5J/UqkUenp6FgiYW7duRU9PD1paWkI6M0JIRUJhk8QNc4GnFr3VgLlwmJ4WUTeT0V6rXDgQO6YHnF3YrEYPOBJ9VP7v884TYe/ECRHgr7ii+nL0UdgkcYGbaKSKYfGgHPT19WFwcBAdHR1oaGjA1NQUtm3bhvb29rBPjRBSaVDYJHHDvsA7dEgKoVQ6XDgQvygPuHe9C5icBBYtkmOHDknqgmrzgCPx4Oqrgd5e4B/+QcS9c84B7rij+topiweRuKA20R56KFuQn5uTfrtvn2xOcBONVCAUNvPQ1dWFrq6usE+DEFLp2IXM48fDOQ9CvGJf4B0+DJxxRjjnUk7MhcPixfq4ZWnvOy4ciJ2rrwY+9SmgvR04elTaysGD0lZuuqm6POBIfLAsyfsNaEG+2qDHJokLbptohw9zE41UPGzVhBASBeixSeKGk8dmNWDmn9u/n/nniHc2bQIuvRS45BLgwguB7dvFA46iJokq1VokzoQemyROXH018E//JAUNVRoJtYlWbWkkSFVBj01CCIkCFDZJ3LBX/a6mRa/KP/eXfwk89pgIm0eOiHBF7zvixtGjUmBKecCdc075BfC5OSlstX+/pEu47DL3c/DzXFKZmELeyf8/e+8eJ0lV3v+/qy/TPfeZnb2yV2C5LMKygqgR1iSi0fy++ZoIiOg3MZoY8JuEGEFRk6iJ3yQGDHghMYpR8ZKLAklMTEQBLwyo3JbdBZaFhWXvs7Nzn+7pe1f9/jh9pk7XVHdX9/S9z+f1mtf0VPdUVVedes7zfM7neZ6U+FGV6p0AZ0qvhkazY8cOsYgWjYrx+6d/Cldeqe23RltDE5saGhoazQBNbGq0GjpVsSmxcye8613wT/8kAof3vAd+//d14KBRGE67HovV9/ijo3DrrbB/v1DxhEKirMKNNy4l48v5rEb7wq3kyIoVjTmXRkGnomu0GqLR/EW0LVu0b6LR9tAjXENDQ6MZoIlNjVaDW8DbaTBNETgMD+vAQaM0GmnnR0dF3bXdu2FgADZuFL/37BHbR0cr+6xGe6PTF7BAp6JrtB4WFvL/Lla33zSFrX/gAfFbq5I1WhTaA9fQ0NBoBjidDk1sajQ7NLGpA16N8uBUaNbLzpumUF/OzgoC3rLgxAlBxG/eLJpK3Hab+Jzzs7294PeL387ParQ/OrnkiIRWbGq0GpzPaaG5ZnQUrrgCrrlGZJ1cc434Wy9eabQgNLGpoaGh0QzQik2NVoMmNnXAq1EenMRmvVLR9+4VKeWrV4v0xCNHRN3M48fF36tWwbPPis+pn52fh337RHddWPpZjfaHtvPazmu0HpyKzWRy6We0Ml+jzaCJTQ0NDY1mgCY2NVoNOkVRB7wa5aFRxObUlAhsw2HxdyqV/zscFq+npvI/OzEhto+P2/tSP6vR/tDEplbma7QeSqWiO5X5XV1Cwa+V+RotDE1samhoaDQDNLGp0WrQAa8mNjXKQ6OaB42MiOY/iUT+OJVBayIhAtuREffPWpb4cX5Wo/2hF7C0nddoPTiJTefc41TmP/OMUOJbllbma7QsNLGpoaGh0QzQxKZGq0EHvDrg1SgPjaqxuX276Gg+MQHptL09mxWB7MQEbNsmPqd+VlXrSHJT/axG+0MvYGnFpkbrwfmcOhWbqjJ/fl5sS6Xsz2llvkYLQhObGrWB7rCmoVEeNLGp0WrQAa8mNjXKQ6MUmz4f3HgjDA6K+pqS0Mxk4PBhsf2GG8Tn1M9Go/Zno9Gln9Vof+gFLG3nNVoPpVLRVWW+cwFLfl4r8zVaDNor0ag+dIc1DY3yoYlNjVaDJjbzA169gKdRCo2qsQmwcyfcfjucdZYYt8mk+H3BBWL7zp1LPzs4aH92fh527Fj6WY32hu6KrolNjfLRaIFPKWJTK/M12hCBRp+ARptBdlibnRV1O8JhYUxlhzXtEGtoLIVpLu1YqIlNjWaHVvLoFEWN8tBIYhOE//Wxj8FNNwmyJhCAL39Z1FNz++wll8CxY+Kzn/kMvPa1WqnZadB2XhObGuVhdFQ05tm/X/j2oZAgEW+8sX4xcCliUyrzr78eDh0ScYjPJ+akiQmtzNdoSejRqlE9ODusSegOaxoaxeF0OEATmxrND2eAJxVgnQQd8GqUg2ZQ5i8sQH8/DA+L385FNRXZrP3Zbdt0kNuJ0Mp8vYCl4R1S4LN7NwwMwMaN4rcU+NQre7FUjU2wlfmrV9vK/GhUK/M1WhZasalRPagd1iYm4MQJUZ9j27alHdZ27Gj02WpoNA/cgttmJjZNUzzHU1Oi/s727Trg7US4BXjRKAwN1f1UGgZnIxYNjWJoVPMgFU7FXTHVqDq+O23RQkNAE5ua2NTwBqfAxzDE9t5e6OkRNYpvuw0uvbT2PrMXYhMEeflrvwYPPihs/Ac+AO94h/bpNVoSmtjUqB7UDmunToltqZT4CYXE9slJ3WFNQ8OJQsSmZdmOUbOgGVJsNJoDmtjUAa9GeWh0KjosJTaLkaua2NTQxKZW5mt4gyrwicVEindvr01y1lPg40xFL2bnpTIf4IwzNKmp0bLQI1ejelA7rMmuamA7BLrDmoaGO9wcDssSiwLNhGZJsdFoDrgFeJ1Wf00HvBrlwE2xqfpL9YCTmCoU8JpmfukgPb47E7rGpm4Sp+ENqsBnakosDM3O2uU+wmHh19dD4FOqxqYKNdbQdl6jhaGJTY3qQe2wpjrq2azusKahUQyFAstmSkd3ptik02I12rJ0Dd1ORSHFZidBE5sa5aAZyo54JTZVtSZoxWanwmnXFhbqT8Y3GtrOa3iBKvBRx0y9BT6WtZTYLFZL2e1cNTRaEJrY1KgeZIe1wUFBckhCc2FB1BXRHdY0NNzRCsSmmmJjGHD8uFBujI0tTbHR6AxoxaYOeDXKQzMQm15T0TWxqQFLFyvdSJN2hy45ouEFqsDH6RvUU+DjlgmgS45odAA0w6RRXcgOa6tW2R3WIpHO7LBmmiJl94EHxG+tZNMohFYgNtUUG7CdH/m7nik2Go2HZbmrdjpNsakDXo1y4FZTs951NjWxqVEO9AKWXsDS8IZmEfi4LTwUS0XXxKZGm0A3D9KoPnbuhF/9VfjZz4SBfMtb4KMf7Sylpm6wolEO1MAyFLJTRpqJ2FRTbHp7bVJL/tY1dDsLhYI7HfBqaLgjm3Wvm9wqxKYe350JXXJE23kN75ACn7e/HaanhY8cjcIllwhSsx4xoBuxmUwWbkiqx7dGm0ATmxq1gWnaHdaGhjqP1Lz+elGLcPVqoWRLJOwGK52mXNUoDTWwXLFCpHc7tzcaMsVmzx5btQm2cm9iQiizdQ3dzoDq/BqGTXB3WsCrkj9ala9RDIUITF1jU6NRME1RPmZqSixKbt++1F/XxGb+NTDNwgSRhgaIGO/CC2F8XNjNq6+GD3+4frGwG7EpG5KGQkvfUxfctJ3XaGF0ENukUVeoTkAnKXjUBisbNojfkYhQuOkGKxqF4CQ23bY3GmqKzeHDdopNOq1r6HYiVBs/OGi/7uSAVysdNIqhkD2vp2JTqodUaGKzMzE6CldcAddcA+95j/h9xRViuwpNbC4d+9qH1ygGyxJ2tb8fhofFokE9feNCz2ehdHSt2NRoE+gIVKM2UA3j3FzjzqPeUBusnDolVGySBNINVjQKQQ0sh4fdtzcDZIrNy15m19BNpzuzhm6nQxObAjog0PCKZqilHIt5byqhic32hcws2r0bBgZg40bxW2YWqeSmrrG59BpoYlOjGJx2tt7NtsolNnWNTY02gU5F16gNOlWxqTZYkROFZYmJwu8X2ycndYMVjXyozkYjFZte0tJ27oQzz4Q3v1mM654euOcerdTsNKg2fmhILOBAZ9l7y9KKTQ3vUJWZPT323/VUbLo9n7rGZmdBzSzaskX4rMmkyCzq6RG2/Lbb4NJLxbze6YpNmXquIpuFYLAx56PR/HA+H/V+XlQiVS0VpIlNjTaHJjY1agPVEZqfb9x51BtqgxV1RVc3WNEohmZIRS+n4VUmY9fQ9fs1qdmJUG18X5/tPHdSwOsM+DXxo1EMKoE5MqKJTY3GQM0sSqfFa4CtW4UtVzOLduzQik03okc/CxrF0EzE5ooVtpjGzdabZn68qse2RgtDR6MatYHqCHQSsSkbrExMLCU2ZYOVbdt0gxWNfDSa2CwnLQ3yA15Za1OjvWCaYjw88ID47Uy9U/8OBkVADJ0V8GpiU6McOIlNt+21hluArVPROwtqZpE69iQZEg6LZiKSDOl0xaYmNjXKhTP1vN6p6OrxVq60X7spNrWd12gjaGJTo3yUCnghf9JfWOgcJ0BtsDI3Z5M+sZhusKJRGI0kNp1pab29QoVZrOGV2kEROuf57hR4aSqh3nOfzyY2Ozng1c+BRjGo9lwlNuupzF+OYlMHvO0BNbNIXZQslFnU6YpNt++vbb1GMTRasakeT51r3IhNp13Xdl6jhaHZFY3yUGkXxU5ygmSDlZUr7QYrkYhusKJRGI0kNtW0NMMQBPzTTwvHqFDDKyex6QyANVoXXtW7qo33+/OJzU5R8OpUXY1y0GqKTR3wticKZRbJWpLOzKJOV2xqYlOjXDifD63Y1NCoCzSxqeEdy+mi2Enp6CDIy1/5FTjvPDjnHPjUp0SDFU1qarhBBpZ+v127Ut1eS6hpaakUzMwIx2ZyUrzvTEsD7Qi1K8pR7zqJTTluTbP+Ta8aBZ2KrlEOVAJTDTabVbGplfntCTWzaHzczixKJNwzi+R9l4tX0FnEpk5F1ygXjVZsqsRmKcWmXqDVaCNoYlPDG9SAd906saI7O1s4XbWTFZsS2awI9oeH4ayzdPq5RmHIwLK7W3QllSjUwbCaUNPSnLUz5Tk4G145A15NbLYHVPVuJgMHDsChQ+I9p3q3kGITOifo1anoGuWgUCp6o5sHFTq+XsBqX8jMoi1b7MyiRMI9s0jatVBI+CjQOTYe3Me9WwkuDQ0J5/ORTNbXfjqbB0noVHSNNodmWjS8QQ14Jal59KhweNzSVZ2GcW6u7qfccKhBgZ4oNIpBBrzhsB04qNtrCTUtza0pkFvDK01stidU9e7MjHCOZ2dtJ11V7xZSbELnBL2a2NQoB4UUm41KRQ8ExG9nrUUJHfC2N3buhPe/384sesc73DOLpF1T7XwniRW0YlOjXLj5QPX0i+SxgkGRWSnhRmxqZb5GG0ETmxreoAa86iQvX5fqothJTpCEm/pNQ8MNqmIzHF66vZZQ09JOnLAJzWSycMMrTWy2J1T1rmqz3NS7WrG5dNxrFY9GMaj2fGDAJhYblYpeqvaatvPtDzWzaPVq98wiadectZQ7BbrGpka5cKup2Qhis6+vdEyhF7A02gia2NTwhuV2Uey0GpvgTgBraDgha1uBIDYNw3ZE6hXwyrS0DRvstLRksnDDKx3wtidU9a5qw92aShRTbHbKQpausalRDlRlZk+Prc5vlGJz9Wr7tZeAV4/v9oN6jws1AZT33eezic1Uaqkf0K7Qik2NctFoxaYkVnt784nNZHLpZ3XJEY02giY2y8TFF1/c6FNoDAoFvJblrYtiJxKbWrGp4QWZjD0+ZKArf9dTybNzJ7zrXXZa2vnnF2545XSEdFf09oCq3p2ettW78fhS9a5WbGriR6M8qASmWk+5UTU2SzUw0gFv+0O9x6WITW3nbWhbr1EMborNenVGtyx7Tunryy9vpZsHabQ5NLFZBq677jp27drV6NNoDNSAd37eDngXFpYGvJLsVNEpCh4VqjOkJ4ryYJqwezc88ID43c4pnmpA2UhiE8SzLdPSwuHC41bX5GlfSPXuunW2endhYal6txix2Sn2XgcEGuXASWw2QrEpn83eXvEj4TbXaGV++6McxaZW5hffpqEh0UjFZjxux+BOxaZORddocwQafQKtgl27dvH44483+jQaCxnwvvOdMD4uDGc0KgLeG25wD3glOr15kHaCvGN0FG69VTSrSiZFCYRzzxXEupt6sNXRTMTm7Gz+3wsLMDS09HPOgFcrNtsLO3fC298O//7vwsn9rd8STSbU+mtasalT0TXKg7TnwaCorykVm8mkWLxzq29Ybchns7+/dKM6HfC2P7RiszS0YlOjXDSS2FSP09srYigJXUtZo82hiU2P+Na3vsXb3va2zlVsSuzcCa9/PTz5pDB+H/ygCIALBbwSnbKyq0IrNsvH6Chcf70g2FavFiuNiQTs2SO2u9V7bHUUIzbTaTGOAnUy1U5iMxp1Jza9pCiaJuzdKxqKjYyIMhX1CNw1qoNMxlbnrF+/9N7pGps6FV2jPEhbLwlN+RvEPKf+XQtYlv1seiE2tSK5/eGlFnwhxWanEJtasdkZqKbP2shUdPU4vb2lU9H1ApZGG0ETmx5wyy238JGPfIQ77rij0afSHJBdFAHOOKN4wCvRaTU2LUsTm+XCNIVSc3YWNm0Sv30+MTH39IiSB7fdBpde2l4EWTFiE4Qjoqokagk3xaYbSq3wdprqth1RSsmjlofQSh4Bbec1ikGmnEsCU7XzsVjtic1Ewh6jztprusZmZ0K9x27NgCzLvSs6dK6dB23r2w3V9FllNqMT9XpeVL/d2RVd19jUaHO0ETtQG+zatYszzjiDITfVUqdCNYJeJ/xOIzad10AHBKWxd69wKlavhlOn4OhReOEF4VQbBqxaBc8+Kz7XTlADSumAlKqJUwtYlrti0w3FmgdJ1e3u3TAwABs3it9SdTs6Ws2z1qgVShGbqo3z+TpTyaOJTY1yIIlNSSiqRGY96myqz6UmNjWgdI1NtV6+0853qjIftK1vJ1TbZ02l7DGjpoE3SrEZCNhiEC/EprbzGi0MTWyWwLe+9S2uuuqqsv5nbGyMDRs2lPy57bbbanTWNYY6obut8GpiUzdXqQRTU2KlNBy2g7xs1p50w2FxXaemGneOtUApxWa9iM1YbKlD41WxKce3qrrdskXcu0OHRHC0ebOotXvbbe3dDKpdUErJo2ts6hqbGt6RydjPlFsqej2ITZWI0qnoGlCeUKFTm8RpYrN9ofqsp50mfN5MRhCClfqsqv+zdq379lrCWWPTMGyxRCekondS81mNJdCp6EUgU9DLhWmaHD9+vOTn5luV7CtHySMRj9e3VmCj0W4TRT0wMiJWN9V0ObBfJxLQ1SU+105oFmJzZmbpNq/EprQDqurWMOD4cfFeNgtnn52vut2xo6qnr1FlqPe4lJ33+0VDlFBILE50asCrg12NQnCz8yqxWQ87rwa8lRCbhfwYXU+5daHeU72A5Q5dY7N9ofqsx48LEc7srPBXnZliXn1W9blYs0aU0XJuryWcik2wBSNemge18tjWZbA6Hh3CMpWP5aSg+3w+1q1bV/JzAwMDFZxZE6BU6koh53d+HlasqM05NRu00qF8bN8uJqA9e/Kvn2kKxd/EhHAstm9v2CnWBKqj0Uhic25u6bZCjlihGpuq6lbdrqpuJyfbT3Xbjig34AUR9CaTnRPwajuv4RWqIrNQjc1aoxaKTR1ItjbKESp0qmJTE5vtC9Vnlb646pNX4rM6iU237bWEs+QI2D65m51vFyFOJzaf1VgCTWwWwLe+9S1uvvnmiv533bp1HDt2rMpn1ESoRLEJwgnqFGJTK3nKh88ngqHrr4fxcbsuTDQqHIvBQbjhhvZTgjSLYtNZXxPKJzZV1W1vr12fS77frqrbdkS5AS8IJ3pqqnMDXm3nNQpBtePNQGxWo8amDiRbH6W6ojvtvK6lLKBtfXtA9Vmlv6rWla3EZ1UVk8PDIpslnW5c8yAonoreDgu0zjJYIAjrdm8+q7EEmth0wd13382uXbu47rrr8rY//vjjAIvbb7755s5sKlRKsVnIKLopwtoVuhhzZdi5Ez7zGbjqKhHoye6Cr3iFIDXbMUhqFmLTLRW9XGJTVd2qaZays2q7qm7bEeo9LkexCcJ57oTSI067blnixzAacz4a1Ue10qxV4rJRzYOWq9hUx7saSG7YIH77/TqQbDXoWsql4ea/67p97QHVZ3Xe00ozxZyKyb4+4V83MhVd2vp0WnxP1Sa3Q7zqLIP13HNiTlu/XpQT0GWwOgZtHnVUhquuusq1YdB1113Hrl27+OIXv9iAs2oiVEpsdoqKB7Riczm44AI4/3zhBGQy8Nu/De97X/sGR6WITbcV1lrAbeGhUI3NQo6Qqro9dEiMe59POFIvvSQU2+2oum1HVKLYdKp52n3hr5CSp90J3U5BNdOs3VLRG1lj06nYdCNWiwW8aiB54oQI3EMh2Lat8tp0GvVHKX9eJXv8fqH88vuFnetkYlP79O2BQpliCwuC1KwkU8xpZ3t7hX2sV1d0Z/MgsBWbIGIKde5ph1R0taRAOm3Pp/PzYi7SZbA6Bjq61CgPlpU/oZcKeFXlSqs2S6oE7SDtbxTm58W46e8XaRxr1rQ3EdYsik23VHSvzYNUR2jnTpGCuH272J5Mit/btunUxFZCpanoEp0Q9OqAt30h06x374aBAdi4UfyWadajo+Xtzy0VvdWaB6ljWw0kk0mxLZm0ibBwWMwTOpBsbji7oqtpuJB/z30+4ZtJO98pYgVdY7O9IX3Wvj7bZ52bEwsylfiszlRw+bzILLRaw02xGQrZ25xiiWL+fKugUPNZXQar46BlBWVgenq60afQeDgNXqnmQYODNmHSScSmVmxWDuc4qUeKXiPRLMRmOanozufe+ffOnXDRRfCLv2inJH/qUzoFvZVQbooidB6xqQPe9oSzXlcqJezj8DBs3lxZmnU7NA9S/Rq32nRgq/R1INkaUO+pFC6oivNCyvy5uc6w8aAXsDoBl10GL3uZsJGZDPzjPwofthJRhVsqOojnKxazycZawa3GZrEssHaIV9WSAuqck822d/NZjSVoYxlU9XDHHXfw1re+lbvvvhuAiy++eEn9zY5BKUID8o2i2iyoU1Z3QSs2lwNnSrQmNutzHuWkojuJLrfxbVm26ra/v35pOBrVQSU1NjutsUQ5pVg0WgfOel0vvgjHjomUa2eatVc0W43Nvj7R1EI+u+USmzKQnJjIT1dWA8lt23Qg2ewo5dMXW8BaWKiPAq3R0MRm+0PaMOmzXnBB5ZlihYhN53u1gvS1u7rsRQpnKrqKdqixKUsKDA7C8eP2PJRMioXIdm0+q7EE+g57wLXXXstdd92FZVlYlsUTTzzRuXU2vSg21QlfrbGmmwdpeIFTsdnuhFizEJtSWR0I2ASV1+ZBXgieTlrYaAfoVPTS0AFve0JNszZN297JgLCSNOtmJDYNwz6XcolNNZCMRu1AMhLRgWQroVR9vWJ23rLa3z8DrczvBFRTjOJMBa+3XySPoSpDVWLTaevbJV6VJQVOP90uKZBKVV5SQKMloT0OjfLgNHillDzDw/brTiI22kHa3yh0smJTOh+NTEUfHCxNbHpxhJxjvhOIrnaBaearsCppHtQJ9l4HvO2JQmnW8nUladZuNTbrbeelDe7utpU85RCbzrEtA8nhYTuQjER0INlKcN7jYtkYbgtYnWDn9QJW+6OaxGYxxWY9FgLkMQoRm7ImskQ7xas7d8L73w/nnQfnnCN+f/3rei7qIOgamxrlwUv3tEKp6J1UY1OnolcOJ7HZ7ooAGVCGQra6pd4Br2XZ131oyD4PmWqmNgEDb8XGtWKzdeGl5IhKfMrxohWb2ta3A9R6XevX29stq/J6XaWaB9VjAU8+k+pzWozY9OLv7dwp6tMdOCDev+468aOVmq2BUllYuuSIu01X5z+N1ketiM3e3nyCsdbPi6zjCe52HtqzeZCKhYV8G+X8W6OtoT0PjfJQbo3N3l5bGdBJxKaXgEDDHZ3aPEh1POpNbMZi9hgdHrYdItNcuroLlRGbnfT8tzqc97eS5kGdQGS7jXsd8LY+1DTrI0fsNOtUqvI0a7fmQYGA7R/VMxVdDfJUYtNZL9FrwGuadm261as1qdlKKJV9oUuO6AWsTkAtiM1wWDwz9Xxe1M7r6nHVrujOmMI5vuUCXqvC6Xt2gi+qsQjtfWiUBy+p6OpnAgEYGBCvO4nY0IrNyqGJzfoTm2pH9MHB4o6YDPBV6FT09kK5JUd0wGtD2/r2gEyz3rbNTrNOpytPs3arsQk2yVlrO59K2c+xm5LHza57rb2mjvlOeO7bCaVsvVZsajvfCagFsSntbD0Vm876nhLlNA+C1hbjOK9xJ9gojUXoVHSN8lCuYtPvF07Q9HRnEZvtVLOk3ujUGptqsCuVPJlMfYhN9ZoPDeU7RwsLsHKl/bdUL6nQqejthUrsPOgam4W2abQmdu6Ez38e3vY2YeM2bIB77qlMkeim2JSv5+drP8+pz6ObYhPEXCOVPZbl3Y9Rt3fCc99OWK5isxPutyY22x+1aB4kn5N6Lvg60+AliqWiFyI2g8H8baYJe/eKpnkjI6IUSzOq8zWx2dHQxKZGeSi3xqbfLxRgYHco6+qq3fk1C9qly1wj0Eld0dVUb9XxkH9HIvVXbKoNv2CpU+DmBOmu6O2Fcrved6pi08u412htZLM2ETg4WHkgp9rxRig21eexGLE5NCRee13Akp91O45Gc8M0l95jXWNzKfQCVvujWsRmJmMTh5JYrKdfVIli082uO7eNjsKtt8L+/SJmCYVEHeobb2y+xjw6Fb2j0YRUu0ZTo5IUxU5T8YBORV8OnIrNRKJ969apDoYbsQn1ITZnZ+3XpVLRS5WfKLStU579doBbp1xnAOwW8Pb22o2mOiHg1Uqe9of6LCzn3kpFZleX/byAbeeTydqOHWenXufxIX+uKWdsq/OztvOtA7eFGd0VfSk0sdn+qFbMphKLbqnotRZquB0fihObpeL40VG4/nrYvVuUltu4Ufzes0dsHx2tyqlXDU7fsxNslMYiNLGpUR4qSVGUNTZhKWnVrtDEZmUwTXdCpB7kXiOgfi/V8YD6EpvOVPRijphXYlMrNlsXXpSIbgGvYdhjpxOITR3wtj+qRWxKO66moTv/rqWt95qKLlFO3TWt2GxNeFmQ1Mp8vYDVCaglsdnKik3TFErN2VnYskXMF36/2PfmzSJ2uO225hKfaMVmR0MTmxrlwWkAyyU2O8XA6BqblSESce/G167p6IXSE9W/E4nadyh0pqIXc8S8Brya2GxdVKrkAZs06YT7rQPe9ke1FZuF7Lz6mVpAfR69KDa9LmCBJjZbFV7KyuhaytrOdwKqFbO5KeNVe1vrWKZQjc1Kmwft3SvSz1evFuf+9NNw4IB4zzBg1Sp49lnxuWaB0ybpOamjoIlNjfKwXMVmpzQQ0orNylBI0duuDYS8EJuWZdfhrBWKpaJXS7GZTtf+e2hUB2732EvAC/bYiUZrT8g3GjrgbX+o4345qhQ5h7WKYtNtbFuW+zOtmwe1JtzusdP2q2Ne1pfVis3mUqhpLB/FFm7LgRux2d1dvxI9XhSbznmmGLE5NSX89nBYCCBMUxxD7iMcFtduaqo6579cZDJL44xOsFEai9DEpkZ5cCMrin2mU4lNL02WNJai0PhoRsWmaYqaMw88IH5X4uh6ITadn6sFyklFr7R5EGgHo1WwHMWmdOaz2aXKgHaDJjbbH+q4X05DCTlWihGbtVzA89o8SMLNBsDSMW9Z+XOftvGtAy/ZFzoVXZcc6QTUIhVd+tGGkb/gW0t4qbHpJP6K+TEjI6JRkDNzTP5PIiHqRo+MLO+8qwW366sX2zoKuiu6RnnQik1v0IrNyqCOj0DAnjybTbFZrQ6BXpoHOT9XC8hU9EBAOGMqsemleZBXxz8SaR4HSKMwKk1RhKVBr3NctxN0wNv+qEYqujp/OYnNei1gVaPGJog5ORi0/3Yu6MXj4jMBHV40PdwIDS923u8X4yYe7wxiUy9gtT9qmYoOwqeOROrbPEj144vFE8V8+u3bRWyzZ8/S9y0LJiZgxw7xuWaAG4mpic2OglZsapSHSmpsqk50pxCbusZmZVCVg2vW2K+bidisZofAZlFsylT0wcH81WXwRmx6VWx2yvPf6lgOsdlJ9de8jnuN1oU6l1eD2HTa+UYoNlX7XigV3qti0y1ToRPIrnaArqXsDZrYbH/UMhVdfV3rEj2Fjh8K2a+d8USx5kE+nxBsDA6KOEESmgsLcPiw2H7DDXaZikZDKzY7Hk0yEjVaBl4Um6qRDASE4ZPoFAPjvC46Fd0bVGJz3Tr7dbMQm84Ogem0WLEMhyvrENgMxKZl2dd9eFj8rkVXdNABb6vA7R6Xm4oO7X+/de219kc1UtGL2fl6EZvlNg8qRGw6r4G2862LSruiQ/1Sa5sBWpnf/nDau0rn8ULNe+Tzksm4+1fVQqHj+/22ir6c5kEgstBuv12ITWQNy2hUKDVvv728LLVaw41j6AQbpbEInSuiUR60YtMbdCp6ZVDHx9q19utmqbGpdgjMZODQIbHdMMSkr3YI3LGj9P6agdhcWLCf66Eh8btcxaZXYrNTFjbqDdMUY25qSqT6b9++vBX0aih5oP0dSh3wtj9qnYrerM2DvCo2NbHZuqhGyZFUSvx0dVX//JoFWrHZ/qhHKrr6GVVBWU0USkUHYesjkfKJTRDk5ZVXwve/L977tV+DT3yieZSaEoVS0S3LbuCk0dbQxKZGeXAz/k6DoWts1rd5ULVJjUai2RWbaodAtQC3JH3CYZic9N4hsBmITWdHdBAru6GQ+I5emgdpYrNxqFa9VxWV1l4DrdjUAW97wTnuKwmQVPtdrMZmPVLRu7rySShNbHYuyu2KXsjOt3vtbL2A1f6oVip6oeY9Tr+oVs+LPH4otLTOcTi8lNg0TXd1qtv3N017UWxwsDnjTLe5J5u14zaNtocmNjXKQyElj7r65Ax4QyHhSKdSnUNs1kuxWQtSo5FQx0czEpuFOgTK1+V2CFQDSeekWy9iUyWTZSo6iNVeN2JTKzabB7Le6+ysUBGHw2IMynqvlaYJeamj6oXYbPf7rYnN9ofbuC+3MY7X5kH1SEVX1ZrO41eL2Gz3575dUG5XdJXIcCrz25nY1Ha+/VELxaZbKrrzM9WG9Nedak2wYwyV2PRq5yH/mjSrjVevrdqANhLRxGaHoAnpdo2mRqU1eaRqs1OIzXo0D6pmE5tmQSFis1lS0WWHwImJ/FVOy7I7BG7b5r1DYDMoNmVHdLBT0aFwDS1NbDYHnPVeTRPGxoQzV0m9VxXVah7U7sotHfC2P6qh5GmG5kHS9qoBtvN8qlVjU9v51oBW5nuDtvPtj2qJUbykotcynpHH90psFsombFViUz0vtZxZs56vRtWhiU2N8lBuwCuVDSqxWcuOcM2CWis2naRGV5dwOnt7l09qNBJSPdjdnd90qlkUm2qHwBMn7FIMqVRlHQKbgdh0S0UH2zGKxfLHkRcbADrgrTXUeq+GIcbf5KQYl4aRX++1XCynxmYnBbw6RbH9UY1FykbX2Mxk7GB2ucSm7orePtC1lL1BE5vtj2qnogcC+SU/6uEXWZZtw4sRm9msPaYrVWw2q0hJvbYqsdnuNkpjEZrY1CgPXmryqJ9xKjbT6dp2hGsW1FqxqZIak5PwzDPw4oviveWSGo2EJDYHBvIDvkIrnKYpFKsPPCB+14PIlR0CzzzT7hCYSFTWIbAYsammTdSL2HSmokuogbnb8+uV4NHEZvWg1ns1TdvmqPVeUynv9V5VVIvYbPf77ZXQ12hdVGOR0mtX9FrZeTWoc6aid3XZNUMLEZvq861T0dsH1eiKDu1/v+U1UEtQaDvfXqh2KnpfX34tZvV5qZViMxazhUPOBSxwjym8KvOd25qVKFRt0WmnuW/XaGvoGpsa5aHS1BXVmZ6bE4RcO6PWik2V1BgbE9siEUFw+HzlN7FpBliWvQroJDbdFJuNrC+6cyf82Z+Jn0wGXvlK+MIXyi+mraaENINi0y0VHYQTo3ZBdcIrwdOszlArQq33qioD5HUvt96rinJqbBpGYQe+3e+3VvK0P6qh5Gl086BixKZhiHOIxQoTm93d9j5086D2gS454g3yGoRC9vjXdr69UO1UdCexWA+/qFhHdMgnNhMJ8QwXSkUvRWw2q2JTJTDVcmaa2OwYaMWmRnlYbo1N6AwDU+uu6CqpoaoU5evlkBqNwsKCff6DgxAMih9YGvA1Q33RTEY4BsPDQiFbSYfAZk5FL7TCrLuiNwfUeq/qtZblEcqt96qinIBXDXYhP+Bt9/utU9GXh0Yo7stFNQJer6notSI21efQSWyCPdeo84xq09WA2EuNzXYnutoF1aqx2e52Xl6nQk1SNVof1VjAsizbV24EsVmocZGEGlMkk+J3panoiUTh/20k5DXw+0Vc5tyu0fbQxKZGeag0RVElNpt1paeaqFa9lkIoRGqY5vJJjUZBHReSYJNBnxrwOeuL9vY2pr6oeo8rJa5lIOnz2SSuRCOIzUKp6KpTUKh5kLN2rtuY74Rnv15Q670ePWoTmul0ZfVeVZRj553EZleXPZbb3ZnUis3KMToKV1wB11wD73mP+H3FFc3X9K7axKZzAcvvtxXX9SA23VIU3YhN9XlXz1k3D2ofeFnAUv2oTq2lrInN9kc1UtHjcdsPdhKL9WgeVKhxkUSpVHTVV/Ti2zSjnVcVs+2y+NIKC8BNBE1sapSHSld4O43YrLViUyU1IhGb1IhGl09qNArquJDjRRKbqiOg1hfNZOD55+Gll8T3r2d9UTXwq9TJlc5Fd3d+Oq/c5vxcLSCJzUAgXz1USLGpfm/V0XdOtoWUPJ3QPKxekPVezz7brveaTosFjXLrvapYjmITbFVYpwS8KrTTWRrNoLj3ilorNsGdWKwmKlFsqt9bDYh1Knr7oFx/XvUn24U08AJ5ndTFZ23n2wvVsPPFiMVmSEVX/XVZBsurnYfWIDblOfX3t0e5jFZZAG4itBDrodEU8BLwqgbR2RUdOoPYdFv1rjahI0mNgQGb1IhEKmti0wyQjYPAHi9qZ255/dT6ojMz4r25OXviWk7TlHJQbWLTiXoTm4OD+eSqF8Wmeo5eAl45TjWqh5074a/+Cs47D845R/z+yleW9/y7qXK9KjbBduJb1Zn0AstyD261kqc4nIr7np7GKO69otY1NtVt9aixWUyxmcnYdly15+Xa+WYMeDWWQtfY9Aa1eZC8BtrOtxdqTWwW8qerCZXYLGbnwZ3YLKbMd9vWbHbeWQqg1csitdICcBNBE5sa5aEazYM6gdisl5Jn506hzpKkxqc+Bffc03qkJuQTm85U9EzGHmdqfVH1OlejaUo5qCaxqa6USoRC7t1qqwnLsq+7moYOhVeY1e+tOmvFAl61uU0rOhjNjmTSrvfa37/88VJOimIxxWYs1r4BYDlF9zVsqIr7ZBKeeUb8bZr1Vdx7RTVSFFXC0s3Wy4CyEc2D1OODbTuWs4DV7kRXu6BaNTbb/X7L6+T3a2KzXVFtYrNYKnqzNA+CwrWUvSg2my2WX1jI7wrfysSmcwEYRIm5UKg5F4CbCJrY1CgPlTpCalOSZjOGtYDXBivLhWWJAESSGqef3lrp5yqKKTbBDvqapb7ocolNyyqu2DQM29GoFbG5sGCPS7UjOhSuCaSObVV9VMwOqPtuNQejFeAcH8ut4eRmqwop19zsTaEyBu0ETWxWBqfiPpMRQVa9FfdeUc1U9FDIfSFA2tF0ujZ+gtdUdLDPtZBi02vzIF1ypPmxHMVmOGz/3c7EpmXlZyfUm9jU9fXqg1orNgMB259vVPOgUjU2yyU2m+25d85zrVwuQ10ABjh4EE6ehBMnmnMBuInQogyIRsNQqSPUyisnlaBeTSXkqptEK6f5FmseBHbApdYXnZ6264vG4/WtL7pcYjOTsf/PjdhUt9eK2FQbBzmJTS81Nr0qeVQ1aCc8//WGc3wsV/nllopeTo3NVnYovUId72oJB01sFoequHdrwFYvxb1XVDMVvZCdV+e5Wth6r82D1OMXSlH0otg0zdqWT9GoDpaj2DQMeyy1q42HfCKx3qnour5e/VANYrNUKrgkG2u12FuOYtOtK3oxOw/Nr9h0ZibUg0yuFdQF4GzWvvbyHjfbAnATQRObGuVBNw/yBjcCuB7Ephsh0SooRWyqk7asLyobCCWT4v161hddLrGpBn7NTmyqTkEhxWaxgFcrNmsL5/hYrhO33OZBnZCmqI5vNWDQxGZxqIp7J7FZT8W9VxTrEu0VcqHBrb6mc3utic16pKJD+z737YTlKDahM5rEOXsG1IvY1PX16otap6JD7WuPL7fGZik/ptlrbLopZlu13ru6AKxe92RS+EnNtgDcRNDEpkZ5qNQR6jRiUys2y4fXVHSJnTvhLW+x64v+4R/Wt75ouxObhVLR1e/tldhUS1E0mzPUDqi2YtPNzpfTPKgTFPrqeFe7jWpiszhUxf3srK24X1ior+LeK6oR8MrnsxCx6ZYKXk1UUmPTa+21QtejXZ/7dsJyFJtgkwZqbbt2g/r9AwHbLtXSzjvr6/X2NneDtXZArVPR1W3O/gDVQjld0Usp870Qm80Wy7st4MnfrTYfFSq5BiLOb7YF4CZCk3iOGi0DN2PnxREKBm3nuNmMYbWh1uRRoRWbxaGOC0lsuqWiq1CbpqxbV99geLnEpnrvShGbarfaasIrsenWPMgw8h0lr4rNVls5bQVUu8bmconNTlBsquNdbY6lic3S2LkTPvc5YWOk4j4Wq6/i3iuWG/CqdTO9KDZrSWz6/fk2W6KcVHQvNTbVYzYTdL3CfCxXsSntvNqNuN2g2nm1xmYtx45aX29+XjRYO3lSvKfr69UG9UhFV7fVegGrkuZB5aaiNxtZ6FZyRRKbqVRrxcfqAvCxY/YCcDYLhw413wJwE0FfEY3ysBxHSJJV7U5sul0jqA0x1Y6KTZUELxXwqd+/3t/drT5cOShHsen8fLVQitiUtQPdUtG7usS9cm6XKFRjs92f/0ag2sTmcmtsqqqwZiQ4qgGt2FweXv5yoTiQivs3v7m+inuvWG7Aq85bXux8LQJeGfD19+fXg3U7vlsqejHFpkrwqMF0swW9ul7hUixXsdlpyvx6paKr9fXGx8U9OXnSPqaur1d91FOx6fxstVCK2CwnFb0ViU23zIRWrvcuS66ddZa9AJzJwIYNzbcA3ETQxKZGeSinWy64E5uRSPumrUB9u+W2k2JTEpsDA3bwVajGpoT6/ev93euZiu78fLVQjNg0DPv4bqnoXV3C0ZdwXgP1OdCp6LVFrVLRVUdX19jMhyY2l4eJCWFjpOK+u7s51Qf1IDbrVWPTLdiG0qnoXmtsNqud1/UK3aGObelzVaLYhM6w8/Xqiq7W11Pvh3ymdH296qOezYOgNs+LPH4olO+bS7gpNtupeVAxxSa0po3auRP+3/+zF4DPOw/e+lZNahZBE3qRzYHZ2Vk+9KEPcd111/GGN7yBiy++mLvvvrvRp9V4lKPYNIx8dYA0MJlMe3fMLKTYrIUj5LyOrarYtCx7klSDo2I1NqF5FJvtSGxCfg0tiULEZjHHUKei1xa1ah6kEi6VKjabieCoJjSxuTxMTOT/rdZYbiYsN+BVn81GpKKbpm2/3eprQvW6ojejndf1CgtDvZdyDFaq2GyW+11tOGts1oPYVOvrOYnNZmyw1g6oZ/MgqE3pBrnPQgtYpYjNcpsHNdsz76bYbAcblUrZC8D9/SI1XaMgXCh9DUlq3nzzzQzlHLVdu3Zx8cUXc9VVV3HXXXc19gQbCbdVnEKOrtMJcq7mF3LyWx2FFJs6Fb0wkkl7glXHSSnFpvp9NbFZPrwQm6dOudfYDAbzU9F1V/TGoVaKTXX8qePdsmwiQCs2dY3NStAqxKYzE6BcAswLsVnLVHR13qyU2CwW8BZSbDbLc6/WKzQMeOklcU9PP108t2q9wh07Gn229YWTvF5Y0IpNJxpBbMr6en/wBzA2Jsapz2c3W9P19aqPahKbhuFu62v9vEhb70aqQnnEptOfV30+iWZTbLZbKrqEM84/erQx59Ei0FbRBZ/85CfzSE2Aiy66iJtvvpm7776b+++/v3En12h4SUWXn3FK4VWnutkMYjVRT8Wmk8xr1VR0t47ooBWbqqNRS2IzEHB3xOT1T6Xsca0qNtVApxVTFNsFtaqxGQzapJ063lUHtxSx2a73Wx3fWrFZPpzEZiTSfKo5y/LeBbwQ1HnLi2Kz2na+VEd0KE5sGkY+cd9qik21XmE0KnyNeNyuT9jJ9QrdFJuySYWErrFpv65XKjqIVNNPfELMpWqDtW3bdH29WqCaxKZan15FLVPRTdOea8ohNr2WHHGbm5utrFypVPRWtVFOYnN2tnW/Sx2giU0X3H333Vx88cVLtr/+9a8H6GzFZjmp6E4nSCWs2pnYrGeNTWcQ1KrEpltHdCieomdZusbmciGJzaGh0o6YJMsKNQ8qFvAGg/a+9IRcfTgdn2p1RVdVuaqdLxbsQmcoeXQq+vLgJDYtq/nGipc6Y6VQbo3Nais23YI9J4oRm62+gKXWK1TnbPm6k+sVFio3oG5XCQ2nQrDT7HwgYF+Detj5s8+G88/Pr693/fWa1Kw2qrGABfnEphtq+byo80ah46t+SillvpfrYVm1SamvFOqcI69BOyyyO/170KrNItDEpgvOOOMMpqenl2yXCk639zoG5XRR7FRiU3dFLx+qYtNrKnomk+90t6Nis5bEpmXZ190tDR2WOmKWlU96qarsYo6Q32+vnLaqc9HMqGYqumnaz5VKXpdDbNa6SH4zQBOby4OT2ITmS0d3m8tbTbG5XGIzEChu59U5uBmJTbVeoTpnp9O6XqGbYhO82/p2IA1KoVBX9Hqoy2dn8xus9feLBlga1YWXepJeIH2dQna2lsRmqcZFIMaS9FVKNQ8qVnJERTM99yqxLBcg2qHGpptPoInNgtDEpgvuu+8+ZmZmlmzftWsXAJdcckm9T6l5oKYnObdJFCI2dSp69Y/VjsSm11T0Rn/3Qs6/VzSa2FxYsJ32QsSmU7Gpfmdn86ByiM1mSl9pB1SzeZB6jytNRff52l+hq2tsLg+dQmw2usam+vxVkoruXMBqtRqbsl7h4KCoFy1TreNxOHy4s+sVFlJrVUJsNsv9rjYK1di0rNr7MWoNdIknntD+U7Xhlu1Vrp1PpWyfoBCx6JYBVS2o+yuk2ATb1st4qZJayiqayb+T56Je/3YgNrVisyx04ExeOb74xS8yNDTEtddeW/RzY2NjbNiwoeTPbbfdVqczryKk4S6UtgLemgdpYrM6aDS5Vy2o40EdJ+o4czoCzu+uU9HLQ6nGQbA0cHGSXl67ovv99r5MszZp9Z0KGaSrWA45UojYLBTsFiIE5P1uVWeyFLRic3mYnFy6rR2JTS+p6LUkNpdbY9O5gFUs4O3qsoPjZgp4d+4UdQlXrbLrFSYSollQJ9crVOvhq2VlvBKb7VC/rhQK1diE2tt6VWAjn8GpKU1qVBvVsPOlOqJDbRcCvBwfbF+lGqno0DyxvFrKRrVL7WCj3IjNI0fqfx4tAt0V3SPuv/9+7r//fu666668pkJuME2T48ePl9znfLMYBK+wLNu49fTYDrhzUvDSPKhVDYwX6Bqb5aNQKrphiKArHl/6XZ0kbiNT0U1TPB9udSoLodWIzYWF/O9cTsCrKjZBOCCF1Esa5SGdXpoWt7BQ/nhU9yeh1tgsROS7KTZB3O/xcbuEQSXn0syoN7FpmqJz89SUqAe4fXvrqsxiMXfFSrP5RG4Bby26oterxmYlxKaqUgNvyvxEovkWNHbuhMsvh0ceEd8hEIBvfKOwuqoT4FZLWd0O+ffXacM7QbFZith0xjnVhOqjvepV8PDD4vWuXbBpU+2O22lwi9nKtfPq+G90KnoxYlOSl+U2Dyrk1zTLc59M2uesznPtUC5DKzbLgiY2PeKtb30rX/ziF7nqqqtKftbn87Fu3bqSnxtQU25bAaphq0SxqX7fZlNmVBO6K3r5KNQ8CETQF48vDYQbSepms0sdn3Kd3HKJTbfJbTnwQmyWk4peTLEZCCytsbt6delzbCcyp1ZwI7xlY61C46oYnPe4khqbYDuUmYx4NlXyrx1QT2JzdBRuvRX27xc2PxQSdQNvvLE11WaqWjMUsuexZvMLqpGiWK5is5Zd0YvVXguHhc0olYpeitjs6xNlBpol4FUxPZ0f9E5PdzaxqYoQ1HIabrbe7+9MYrNQKrrzvVpA9dEuvzyf2PyN36jtsTsJ1bDzXmpcOoUC1YQXOw/5qehqzXz1PWg9xWah799uxGZ/v/gex46J+EjHQ0ugiU0PeOtb38pHPvKRkinoEuvWrePYsWM1PqsGQDWAhQqNgzdis1UNjBc4A14ZtOnmQYVRjNjs7RXEllPJ0kjFZiFHqFJiU00BUdFMis1odKli02tXdDUVHbw9/+1G5tQKhcZFLFYZsaneY1XJY5rinvr93hWbEpFI+xGb6jWoJbE5Oio64c7OisUASUDt2SO2t2IqrVpf88wzYd8+8brZiM16NQ/y+21foRFd0UHYikRiaSZOpU3ikkmxD3WOaCQsa2n5g6mpzla+FbrHbl3R3ey8329n1LSrT1+oeRDUl9h8xStsUmP3bk1qVBPVTkUvZGelGCCTaUzzILBjDcsSvl4lNTa7umw/sVme+0LzXCgk7Fs63bqLL2qcf/bZos5uJgMnT8JppzXuvJoU2iqWwIc+9CEuueQSbrrppkafSuNRSLKumwflw+tEUQ2USs9uFRRKRQc7GIzF8oumN5LUrcYKbysQm87u1k5i02uKouzsqe6rGCSZs3u3ILo3bhS/JZkzOlr8/zsJhcZFpU5coRqb6nvlKDaXcy7NjHooNk1TkPuzs7B5s7Bx8bh4LjdvFnbzttvq06G3mlCJza1b7dftSGx6SUUH29bXsit6oVR05/Etyx7fpZoHORuJNetzH4ksnaPc6rx2EsqpsVmIRJNjqpnudTXRSMWmrLEZCIjnascO8XckAi+8UNtjdxLcRCe1IDYNw/apG52KDiKGUp/1UMhWZRfz59V4oRmJTec8pzYubUWose5ZZ9mvdTq6KzSxWQR33HEHIyMjS0jNO+64o0Fn1GAUkqx7JTYDAduxb2diU50Qak1stotiUwa0ajdlCfVvNehz++716hZZTWLTSRCqqCWxqRam95qKXkjNB4UdIZnC5rXGrkrmbNkixsT0tHC6WpnMqRWKKTYrQS2IzVZ1KIuhELFZzXG5d69QLK9eLZ6BI0fgxRfFfTAM0Qzl2WfF51oJnURselFsqu81onkQ5BOb6ncMBsursdmsz70biTk1Vf/zaCaoik0vqehukPe7me51NdHI5kFy8XloSNj7iy+239u1q7bH7iTUKxVdfa+WqeiVEpsqce+V2GyWWL4Ysdzqiy9qrLh5s71dNxByhSY2C+D+++9ndnbWVak5qyqdOgnOQE6u4DonhWKOkEwzblcnCLx3masGGt0ZvFqQk+PAwNI6ToUaKzi/u9rcqtaoJrFZLF24lsSmSiJUmopeLEVR/i3tgFdiUyVzDAMOHoTjx+HEidYmc2qFQuOiUse5UI1NsO+/Vmzmj3f1GlXTBk1NiQWbcNi2fZZl3/NwWNyTViNonKnoEu1ObBZS5kPtiE1paw3Dm2I0nc63KZWmokNzPfduz4g6DjsRqmKzUCq6V2IznW5d/7MYGpWKblk2sTk8LH5fdJH9/hNP1O7YnYZqKzaLEYvyeZFNFauFShWbTj9G2oFidl6OR2ieWL7YAp685vF4beLwWkPGuuGwyF6T0IpNV+gamy44ePAg1113Ha9//ev50Ic+BNhkpnyvI+Gc4IPB/E5kIAy1VKy41Rvs7xd1Iebn27NTLiyV9kvUQ7HZqo6lDGidaeiQH4wtLMDKleK1WzOdZLK2XSol6kVsqk5Io2tsluqKXkyxCd6JTZXMyWbt50md3CcnW4/MqRXUcTEwYC8SVEpsFlPllkNser3frQq3gDebra6dHxkRc4gzAFGfia4u8blWgqqeW7tW2PhYrL2JTXUx2A1yHshk7K7d1YB89vr6ivtb6jykqnAqaR7kPHYzQCs2l6KcruhelfmtZotKoVGKzWjU3r/0zzZsEP7v5CQ89VRz1bBtZdSrxibYpKNcoCy22FQOyq2xCeL46nf3+21bX6zGphqnNYti00sqOoj7VCjeaVaosY9aE1oTm67QxKYL3vCGN3Dw4MGCKec333xznc+oSeCWoigLxEuUCnilQTRN4fAXW1lqVRRKRdfNg9yRTtvfw9k4CPLHiKpmcfuuyWR9xlQ1a68VIzblAoJTRVMNqPWbCjlXxbqiF2s4AJUTmyqZo6bHyQWTViVzagV1XKxcaTuazZSK3kzKrWrBLeCtNrG5fbtomLVnT/7xUikRGE1MiLpr27dX75j1gFTK+f1C/TE42L7Epnw+SwWwzswEt7mwEshnr1gaOuTPQ6p9LlVjs5UVm51cY1Oto+q1K7obnPe73eblRtXYdFt4Ngyh2vzBD4Svu28fXHhh7c6hU1ANoYJXYtPpF9WC2KwkFT0QEOPLi2Kzp8duINQsNt5LKrr8XCsTm/39wl+am9PEZgHoVHQXvPjii1iWVfDnIjUdoJPgVKhIA6hOCqUC3k5oIFSoFmk9FJvVDqzrgWId0WGpYlOikGKzHliuI2RZ9rmW6lxdq6YSkkSQ9ZvcEArZz3G5qeiVEpuSzJmYyL+m2axN5mzb1npkTq2gjgs1qKzU4XSmJrkpecpVbDaL81tNOK+TvA7VtL8+H9x4o+3IymdgYQEOHxbbb7ih9brjSmJz5Uphe+SCZzTaXLVzq6nMLxXAhkLCLs7MwKOPVuc6ZLMwNib2mUgU36c6D6kEc7k1Npv1uW9HxaZpigZ7Dzxgd8r2Cmcd1eWmokNz3e9qoVHEZqEa6LrOZvVRz1R0Z0POakHdl5eSI5AvTJJ+XiE/ppCdb5Y4vlBXdOffzZRFAKVtuGXlE5tgp6NPTVW/dE0boMW8YY2GwllkWBrCchSbKnHVLAax2mhk8yBoPdVmsY7o4L15ENQvFX+5Aa967o0gNt3qN7nB2cXRWX+xHGLTq3OhkjlHj9pkTjLZ2mROreBUbEpU6vA4U9G1YtMdhQLeatv5nTvh9ttFIJHJiOdgYUEoNW+/XbzfSkilbJu/apX4Le2+ZTVX4LFcxaZl2c9hsWBzdBTuvlsosJ57Dq69Fq64QmyvFKOj8Bu/AU8/Lfb5ox8V32cxxaZXYtPna94gcnrafi2D8snJ+jUcrDZGR8X9vOYaeM97xO9yxoxbaSkJddzLQLtUV3RoTzvfqFR01S9WfbSXv9x+rYnN6qAaynyvqeA9PfYC1hNPVGcByzRFI5mZGeEfFPONC6Wiy+ffi2LT72++fhleU9Gb5XzBmw3PZOwx4iQ2Qas2XaAjQw3vcAZyMuBVDaAmNutXY1PW4nKi1epsqg6cm2JTDbhKKTZbhdhUyahSxKZU8hw7Vr4qoxDm5wWxKR2hYvtUi51X2hVd7kcqQ0sFQJLMOeccm8xJp1uXzKkl1OdAJTar0TyoUI1NdbzoGpv5AW8tgt1LLxUq5vPOE8/EpZfCPfe05nOgKuecxCY0Vzr6cpU86bT9+UJ2fnQUrr9e1B4PBIS97+0V5Qeuv74yclPuc/due5/d3cX3WazGpmF465brrLHZTESXHHeGAWedJV5nMq3ph6r3d2BABLoDA+WNmWJ2fjk1NtsNTgJYJY0aodhctUrU2gTRRLHamTydiGqnohdSbI6Owle/ai9gfeAD1VnAuuIKsXD13HOi9mqxfaoxqVq7u1xiU/p3yWRzxJxemgc5P9dIeLXhbiIYXWezKHSNTQ3vKOQIlZOK3gnEZr0Um27EHjTHJFMO1HFQSrFZrCs6tE4quuqMFuuUOzoKDz4I4+NCWfK2t4k07BtvrJzUGB2Fv/xL4VxZlug4fsUVhfcpr79b8yAvSh75GcMQDkYk4u3Z37kTPvUpoV6SzTS+8Y3iq+GdiEKp6NUiNlXFplvzoELqgGZ0JquJQt1yaxHsOuskZjKt23hP7UTd7MTmcu28Ol+5KTZNE269VSwyrVol7DyI+x0MiqDl+uuFDfSqUDdNuOMO8b+Dg/a47O4WhMjhw3DbbYIcV/dZLBUdxBh3K3XTKs2DZNr50BCsWZO/3c3vaFaoY2bLFjFGEwkxT/f0FL6/TnhVbJZbY7PdUKwrei3LZhRr7njxxWKhO5uFvXvhVa+q3Xl0AqqZih4KuTd+k0TWiRM2Qa4uNlWyYC/3OTtrL64Gg8X3qdp5tcamk9gsp5ZyMzQN81pjsxnmJKcNn5wU42L9eti8Od+Gu8WKKrF55Eg9z7wloIlNDe8oVGNTp6LnQ70ejSA22y0VvR1rbHpRbEqnZWrKdoT6+6vjCE1M2Pvs6Sm+T+kkmGb+M9vVVTgYAveASBKbXp2LdDrfKUkmNbHphDqWJFEE1WkeVOgel5uK3gzOZLVRT2LTSfYlEq3bfK+ViM3lpiiqz6Ybsbl3L+zfD6tX589tktTIZuH55+ErXynd/EciEhH/Ewjkq778fkGGr1ollF579woFvESxVHT5/1BayaOOyWZ57i3LJjZHRvLt5MQEnHFGY86rEqhjJp0WKi3TtDtmF7q/ThRTbLplYXWqnW+GGpvOckEXXQTf+Y54/cQTmthcLqqZiu7mn6pE1tq1tsoumxX3dmwMPvpR+OQny1vA+rM/E4th69bZ82ZX11JyTN1nseZB4N3Oq7F8MxCb0vaEQvm2DJpv8UW14dmsEJeAyNo444x8G75ihf1/OhXdEzSxqeEdhZQ8pil+fL7yiM12dIKgfl3R24XYLNU8qNyu6PVArYlN1REaGrKflWxWTHRjY/CxjwlFYzmO0Ec/CqdOiessr2Vvr5hgCzlCqqOmOtvOGpuFVnhVO9DfL849GhXBZinVmfN+Liw03oFqNlS7eVCxcgPlEJtyfGQyzeFMVhv1JDbdFgEnJlqT2FRT0WXpBJXYbKYFT7eAtxyVVik7PzUlbFw4LGyuYeTXfPT58rtXe0EmI/7HOS/IuTUcFvfA2TinWCo6eA94my2IBLvxFggbqdrJVmsgpI6ZqSl7PI6NCd+g0P11ophi0y0Lq1NrKTeqxmYxxebLX27bCl1nc/moBrEpx74bsakSWep4mpwUP9msaBh3/fXlLWDt2yee3ZdesreXWsAqVWOzEjvfDHN2sevfbIpN1YarMa20u6oNVxdE5b1bt07cg2xWKzZdUBNic/fu3Tz++OO12PUi3vOe99R0/xouKJW6EgqV1xW9mZQZ1YTqFNayxmY7pqKX6oquTgJutYXapcam6gipRMChQ/axHnkE3vveyhwh9fiBQHFHSCVPihGbhRSb6mfk/ZVNNUoRM05iU3cAXIpCxGY1FJteUtELBbyy9MDsbHM4k9VGoYC3FumJbnPlxIRIY2o1dJJis1Qq+siI8BFkKvHLXpY/r8fjYjHnT/5E1Fj1gv374UMfEvuTc4uqYkkkxDPtXCBSz8+N2PSaohgK2UFXsxBdTjJdrUXs1i29maGOGZX8ymbFomV/v/v9daJaNTabjTSoNpqR2Ozvh61b4cABePFFewFcozIs185ns7Yf5kasqUSW236ruYAlbX6hBQ6V2EwmC9fYNM188UGzL2BJ2+N2/ZtNVa7acNV/l/dCnaPdamwGAoLcPHZMqD29iEQ6CDUhNu+77z4+/OEPA2DVoOOgYRia2GwEqkFsqgFMMxiYWkArNstDpano7azYVB2h7u58QhGq6wjJ61vIESpEbAaD5XVFh3wHY36+fGKz0rqR7Qx1LEkyQxIilaAYsVmOYhOE8zs72xyOb7Whjvdg0H6u6pGKDvkEYSvBjdhUF7SaidisZo1NNzu/fbsgLPfsEXY4ELBtpGUJe7xjB1x1lXdl/vnnwz//s9jnypX5AY9lieu/Y4c4topCik1p4ws1lVCJfKk6bbbnXp3TWl2xKcfME08IG6/e3/FxMeYuumjp/XWimD8v37MsW0HcqYrNRqeih0LuddgvvlgQmyAakPzSL9XuXNod1VzAciPWnAtYZ52VH/8mk8Jnu/JKkUbuBYcPw+c/L+y2FNAEg3bZgkILWKqdj8Xs7+kkNkG857ag5Sw50mjFZiZjx8NuQo9mIzbVeV/lyGSMps7Rjz1mv68KpTZtEsRmMikWtNS60R2Omqaif/vb3676Pr/1rW9xzz33VH2/Gh7gZYXXubrpRLPJ12sB9Tqpk0gtFZtqClurKTZLdUVvxuZB1ay95hbwqo7QypXiWVLvq3SEfv3X8wtJF8ORI/DFL+Y7Qqqqp5AjpDoF09P2a6di0wuxWe4qr1ZsloazuHhPT2li0zSFMndqStzv7dtt4iSZFM5fJiNSnNTFhnIUm2CPnVjMLlfSLigU8GpiszjkeRuGXT+qUxWbPp9o2nb99SJQXbVKPMOJhLhOg4Nwww3lPTeV7rMQsSkXNrwqNqH5lNrtpNiU9/e3fsues4NBMVZTKTHOvIyZYv58OXa+2ZRb1Uax5kH1UGw662tKXHQR/Ou/ite7dmliczlYrp0v1RHduYDV22t/zrKEnX71q+FP/7S80lJPPCH2uWaN9wUslRxzq6Xs9OkLEZvNVFauWEd057ZmsFHqHP3CC+Jvn0/c05deEs+8tOFqDKQucDjrbGpicxE1JTavvPLKqu/z4MGDmthsFLx0UXQGe044FVvtiHp1RVcJjf5++3q2smLTbVJqleZB5agn3dILVKiO0ObN+WSjdIR+4Rfg4x8vzxHas0f8rF3r3REqlopeqOGAZdlKnkLEphdnyHmPNbG5FNIOhMN2+vfUVGFic3RU1G/dv188L6GQGGs33ije//u/F0oQy4KPfAROO01c96GhyhSbEgsL3ssmtAIKpShqYrM45HmvWGH7CM1KbC63W26p5kEgmrXdfrv9TE5OCtu6Y4cIbsptEFfpPqtVYxNsP29hoTnS5JyKzeFhezG41YhNEPdvxw546CFhmwcGxFzZ1ydSFM85p/Q+yvXnC9n5Ziw9UE04YxrV3ypkC4otHBZ7T/1/+QwWSjG/4AK7hrWus7k8VJPYdFNsNtMClhqTquftbB4E+degVFf0RqLU9Q+Hm89G7dwJf/u38Pa358+T55wjeiHIObpQrOjsjP6KV9TnvFsANSE2L7roIj74wQ/WYtc13bdGCajGv1JHyO8XhicabbwxrBXU66SujtUyFX1gwHaEWk2xKc+7v999zMiU50wmP1B0IzbbpcZmMzlCqqOgkmXFUtEL2YFynSHnddap6Eshx5IcR5JAiceXqiRHR8X9n50V9Vvl/d+zB979bvGZ6Wk7gOvvh4MHxb0666zKFZsgbH67EptasekNmYyt+lY7U5fK5PBCBtQC1UxFL0RsgghiLr20ut+x3H2q85BqZ0ulorvZAnk/LUvsyy3YrCdUYnPlSnENVqwQ21stFR1E6uHcnCg7MDQkbPqPfyzsu2HA174GpeIkL13RvdZSlqUH2tGnL1Zj062ecqmFw0LvqYsN8/N2BlYhYjMchvPOE8/38eNiTKxevayv2rGoNbEJrbOA5dWnb6bsS9XuuPmYzWqj1q4VdbWjUVsd+5d/Ca98pf0ZZ0aWhO6MXhA1ITYvv/xyLr/88lrsuqb71iiBaq3w9veLB7mZlBnVRL0Um6o6cXBQ1Ntwbm8FyEnRLQ0dxKTU3S0mpGZWbFaT2ITmcYQKOWpdXeLeyBSKWhCbWrFZGqpiE/IVtvG4/bdpivs+OytIpVOn7MDMNG37MTRkB1U9PUIBNDMjnCf5fFWi2IxExL7aBcWIzWqr1Ap1RW81TE/bY0slNgMBMU4XFpb6BcWIgkpsYDlYblf0UjU2Vfh8+U3bqoFy9lno/Jyp6OUoNkE8940mNlVVpsx+WLlSkJrT0+I7FLNjzQTTFMTlzIy4J+96F1x+uQiGn3xSPEPf+x5cc01+8OuEl67o5SxgNVNN1WqinFR0LwuHmczS966/Xvhl0p6pmTGFUtFBpKPv3SteP/EE/OqvVvw1OxqqnZf+bDVT0SWaYQGrkGKzXGKzmVLR1eMXmmuarTwKiMwoSbpKOP0fNQbSxKYn1DQVXaPN4GyWUCmxOTgIY2PCqDZDmlK1oU6S9UpFV1P5WonYVFMDChGbIJyFSCQ/UGyX5kFuheElmsERKuSoqY5QKuXeSRWWR2zq5kGl1WpOxaZ6vxYW7L/37hXk0OrVcOhQ/v3KZOx7lkjkpyX5/YLciMVE/R+oXLHZTigW8FZ7XlOd3VWrBKnZisSmW+MgicHBpcRmMaLASQbUArWupdxMKHR+TsWmlxqbzVbTTKoyDcMmilauhOeeE8/qzEx+3c1mhST5f/IT8RwYBvzLv8CZZ4rn4O1vh3/8R/GdvvIVUaqmELzUzC/XzjdL6YFqwmtXdHXhcMsWcQ1MUzxXGzYI4hFEyqhhiJ/eXrF4ePgw3Hab8Mt8vuId0VVcdBHcead4vWuXJjYrhTNmk011vI5lL4pNiUYvYMlsHNMsXWPTayp6oxWbXq6/PN+Fheap9y6bf6lQ+xhAYWJzcFB8p0hEpKJrLKJhxObu3bv51re+xezsLNPOG5mDYRj8qyyOrNF4VGuFV01Tarf0RKifYlM1eG4NPloB6sTq1hFdQqbxSWLLNO3vKdPUoX1S0VU02hEqptgEm9gs5gRJLJfY7DTFZim1WjZrj8VCxKbE1JTYRza7lLBROzPK14OD4h6n02K8WJYdcFVCbDbTSnk1UErJU03HWZJ9UkE7MSHmzni8+QkzFaWIzRMnxDjJZkVA6SQKoDAZUAvUunlQM6HQApuzxqasn6zWDJSQ25ptQUMqNlessM/R2UCo2YlNSfJLhWkoJO7N88/bJP8VV8Ddd4tn5sc/hne8Q5QQcYOXrujl2vlmKT1QTXjtiq4uHBqGKOEiCR+1a/OTT4r9GIaoX71qlfh59lmxjx078onNYorNbdvEcxuPww9/CK96lRjH9SrV0S5wIzbBO7Gp+lnNPvYNw/6OpWpsFlNs9vbadYobbeNLpaLD0pJazcA7vPDC0m2qWhsK19g0DKHa3LdP+FWJRHGRTAehIcTmPffcw9VXXw2ApQZUDmhis8ngpSaP01lyg6rMm59vDgNTTRSqsVlLYlO9pq2k2CzVEV1CkjXptBhj6jUeGLBXuVpRsdnsxEQhxaYzRdGLYrNcoquTiU0varWLLrI/X4rYHBkR9khNy9y0SRBK0ahwkEAUL+/rswMjqTwxDNueacVmaWJTnR+XCxkgDw7mE4KTk8XTTZsNpYhNiUhEqIolUWBZQt2QzQp1WlfXUjKgFqimnW92YlMqs53f2WnnQYx9ub2UYrPRCxqmafsHahM+9XWz1NkspM5X1YADA/Y1XblSdMOVJP8994hu6bffLt7/0pcEuemm9k8mxX4yGVGGRLVfcgyopHU5JUeandwpB16JTblwKOdpVcXmtnBoWaIcjKx1Pjlpj0OV3Ci24B8ICLL++98XvtG73y3m/3qV6mgXFMuy80IQe01FbxZIYlMdl+WmostGlZFIcyk2C/EJziyCRvMOmYydARUK2bGOk9hUfQiVTwCb2ASRjl5oEavD0BBi85Of/CSWZXHttdfy1re+lRUrVjTiNDTKhTOQk44tlJe64iQ216+v3jk2A+S18PkKd42uBtpBsakSm14Um2Cniaj/JwOXdlRsNhqliE05xsutsemF6OpUYtMtrQ2WqtW++EX7f5zNgyCf2Ny+XZCW998v7pnPJ9LcZJMgn8+u96OqFAxDjPe+PlvVVGmNzXaCvAayzmyx2mvLgdohtxxis1ENd4rBK7E5N5dPFKhlSFSiXyUDaoHldkVvJcUmCBvinNucqejgTmzK9FporgWNmRk7gFdVmU7FZqNRTJ3f32+T/GNj9v8MDoprrpL8//t/w7e/LdLsv/IVuOsu8VlnE5uPf1wExZYFn/mMSG+fnRVzgps/X8x2NNP9rja8pqLLhcNEIp8w6uoSP9Jf7+uzS7+k0+KziYT4jCTbvSo2R0fh4YfFNe/qErFVb2/9SnW0C4oRm14WKFtJsQnuyj6nMh9K+/RykaXRvl05qejQHPXeDx2yr++OHfDII+K1M4NZjYGc981ZZ1MTm0CDiM1du3bxhje8gS984QuNOLxGpXB2RVcd3XJS0Z3EZrtBGqtgsHbBLrSHYlO9/16JTWedxUZ8904iNt0cBZlKBfYY90JslltwvFNrbDrT2iSBc9ppwkGTgeyTT9r/46bYVIkVn08EvQ88IGzHihV26uDEhNg3CNJUqkgSCRFIBwLCiZL3VSs27fEuv3+tbL2sRQ3i+VEJwUJ1NhvZcKcYihGbqm2Ym8snClTfQ752kgG1QDVT0ZvdzoM4R2fzAq+115ajzK8lVOJbHSvNRGyWUue/6102yS/HVDBojymV5A8G4ZJL4LvfFTbK7xcLWs4mNpGIXW+vpweeekrs46yzyk9Fb7aaqtWEU9ChErzq9dm+XdjYPXvy62KOjAhb99hjYi4/91wxx0ryMpkUdnHHDrEPyFdtFaqxKRc/02lx/w1DzOWrV9evVIdXNOMim4rl9kUop8ZmM6AYsem1xibYz32j+2WUm4re6DkJ8utr7tghavBmMsVrbDp9iE2b7Ne6gdAiGmJZzjjjDM4444xGHFpjOahW86B2JzbltQgGC08S1UAhxWarEpteUtFBOPaNJnWrRWwaRr7yuRkRCCxNgVCf/XIUm93dtkPr5dnv1K7oqloN4PhxMWZOnhR/h8NiDMq/oXQqOoiA6ayzhJMXCIgUxPl54Vh99avi58ILxTb53gUXiP8ppOTp9IBX2ng1UCvUOds0YfduQS7v3p3/uULvOVXtpYhNSZLs3i1s48aN4rckSUZHy/qaVYV6vk5C0qnYlETBxMRS22JZYvu2bTYZUAu42fladUVvBrido1clz3JqKdcSKmmpkpnNkoruVOf39Ng17DZvFs/Cd74j/IT5eXv8qYu9KslvmvYzLueJSES8Xr9e1LE9cUIsbMmU0u5ucexMRgTI0o/StZSLlxxx1pe98Ua7Oaq0U+m0aO5x2mlCJXb4sNhuWeIzhw+L/7nhBnsOUW1+IcWmXPxcv96eg+Qc61TxNhKjo6L26zXXwHveI35fcUVj5yEnOo3YLGbnvaaiw9J+GY2Cl67ozTQnQX59zbPPFvYYiqeiOwlpTWy6oiGKzWuvvZYvfelLjTi0xnJQLBW9nBXeclVbrQY14C0UDFQD7ZaKXozYdCo21bHXCFLX7RqXc3/VTtat0EG0tzf/2qrXXzpCXohNWZdnft6bI+S8zp1CbKpqtXDYVuzJaywDWdVBLUVsZjIimBgaEnXZPvEJYX+dCopLL81XV2zcCFddJd4rR5kPnaHYdCu67xYQFVNRQuH31FI9pYjNQp1569lwpxgkyTQ0tHRBR7Xj8/M2UXD99cJpl/XOYjF3MqAWkAGvWgOrkgWsVrHzywl4Cyk2G/3cN7tiU1XnT02JRaxVqwQRJgmqEyfE3/v328ooea8kyS8Vf3J/GzfaC1+HDonfahObY8fyF2VkDeVYDMbHxXa9gOW9xiYINfzttwu79fTTdpr5K14hbBUI+/zYY8KeGIaw0zffnK+k91JjU138DIfFXJ/N2o296lGqoxS81AlvhlT55RKbrZaK7hQqQPnNg2BpLN+oupWV1NhsJEwTfvpT8ZwHAqJu+PCwqLk7O5vfnK9QV3Sw5wjL0p3RFTSE2Lzpppt4/PHHueSSS3jve9/LxRdfzFABuf2WLVvqem4aRVCseZAMeJ31aNygGhhn2lM7QFVs1jIVXV3JUSeYViI2vaaiq2RNPJ5/LWVNQMtqnRqbcrJqBRUPCGdNTZFwIza9NA8Ccb/m570tajgVm52Siq6mtam1gEwzP5BVa+yUIjafeMK+5pddBq98pfuxfb78ZiyqE1gusdlsq+TVRDnEZrEAT6aGZjLuwd+119r7KZWKrpIkliWK08s61m7dd+sJy7IJJLcO1E7FJthEwXXXCXJGkjqvfrUgCmodFEubJpvqSJWVV6jEZiugEmJTqtaWU0u5liik2OzvF98tnW4s+aMSVEeO2E1l1q2zOxhPTsKv/zq8+KIIhmXdRllGRCX55f42bhTPvroY6NbEBvJVuamU/T9asem9xqbEzp3CZn/hC+J/P/hBePvb8xcOv/lNscAUCMDv/u5SOybT1Ht7C9d4VBc/3erf1qNURzE4F9nm54VdX7GiORbZVEg77/dXlmUnbZxT8NOsqHYqOoj7K8sZ1RvS5khC3w3NMifJBe7777druP72b+erX+fmbKW2jIEMY6ktCAbFPHHihFioamQ5gCZCQ4jNubk5Zmdn2bVrF9eqTrsDhmGQqbbKTaNyOCd41QC6pSgW6oru7H7ablAD3nqlopeTjl2q3k096+F4VWyqAdfCQr5THg4LZyKZbL1U9FYJeJ0NhNQJthzFJtgTuLyPxSbiTm0epKrVjhyx1WrJZL5aTb0+pZoH/fCH9utf/mXv51JpkzjIHzeNJjiqDa/EpjPAO3XKVkSZpnBIQTio4+Nif2vXijTUw4dFENzVJZ6TwUHh8Pr94hhOYlOSGqGQIALlwtHkpHv33XpiZsa+Ls76muBObIII+mVt2ExGEDb33FOfYFglNv1+u+mHV0h71QqNg8A7sVlOjc1GP/fqgpxK8hiGIDrHxgrXqq0HitWSVQmqX/olUVP5v/9bjKuZGTGuduzIJ/nV/W3eLFSb8h6lUrbf2N8v9tvXZ9tpOR/LZ0sr8207L5tjeRErLCzYfs7FF+fbKp9P3KuvflX8ferU0v+XxGaxxkHq4qfznJwq3kZAXWSLxewO0LJpYSMX2ZwoJEbxWnZEjvne3tYglqqdig6Nfe7lsZ2NL1U0w+KLXOCemhLPQSAgbPiePcJvW7NGPBszM0uJzUJZHxs3CmIzHhf7dVs07jA0hNj80Ic+xP333w/A61//+kacgkYlcCo2Kw14nas87YZCk2StUtFDofxVqmLkXqmmEoXef//7ReBZTbLTNOH55205frE0BmeNTfXYmtisPZzEppti07LsFAovxKasy1PsvjvvZyolnqNCiybtBKlW+9jHRMdEGXSqgez3vmd/vljzoFQKHnpIvO7pKazWdEOltZTBbkwRi7XfIpZXYlMN8BYW8rsaq0SZtIMg7vPGjSL4O3TIbho1OCiu6ciICIidhMzIiHg2X3opn9ROJt2779YTxRoHQWFiE/LT3JwNPGoJ51xeDrFpWfbz1yp23o2AraTGZjMEkRKFFJsgnoOxMXGOqVRj1FaSoHrySXEtZfCaTIprrxJU6TScf7441098Qnwfpy+mEl6bN4sfCdMUz5ZhiIZCaqAsM156euz756whWQjNdL+rDTm+vZYcgdI1/9assV/LRS6JVEqMyUxGfE5NS1WhLn4eO2YvfkYiYp/1KNVRDKoSWSVvo1FB3jRDqrzEchu+SmKtFdLQoXaKzUZBJTYLodE2Sl3gHhmxz3lwUDznTz8tSu4MDorFONmHRsaKhZSomzbZHdWPHNHEJg0iNu+//36Gh4c5ePAgg8XSTzWaC041pm4e5A414FUdx1opNkOh/Jophci9UvVu3vMe+Md/XPr+I4/Am98sDK7fX50Ou5JA/clPxDEMQxz/Ax9w36dThaZOvuGwOKdIpDWIzUzGHiOtEvA6HTY3YhPsNCgvxCaUrsvjdj9jseLq3nbCzp0igH3/+21C9xvfsO+HWo6iWCr6o4/aJMvOnYXT29xgGOK4mUz5qeggzjUWaz8lj9eAVw3wpBJHolBqqLzOsvmHtBdy3K9aZddjUgmZCy4QtvDwYbtTroRb9916YjnEpuonzM/XL+XKbZHSq51PpdwbvTQzvDYPKqXYbKYFDUmc+P1Ly92oQeDUVH7Zj3pBElTXXScIqa4usW1uTpyTJKgSCUF4ycWtQqIQlfA6fNhWaicS4hmU6aJu73V1iQUV3RXdRrm1lKF0zb+eHmHL5+fzGwCOjsInPwn79gkbd/SoaLRTyNd2q+k5P2/X9Gxk/UpVOawussm4pdGp8irkfFsJsak2zmkHYnM5NTYbAa/Xv9FlkdQFbtW/kUrMoSGhvIxG87MM1DjfDWo5qqNH4aKLqn7qrYaGLOVMT09z9dVXa1Kz1SC7K87MiBQC1QCWQ2z29dlBSTsSm+okKUkBqB2xGQ7bsnb1+Cqc6ZCZjChSPzsr/v/ECfjzPxfB8tq1woj6fOK+RiLCMYlEqtNhV+3aK4nSri5h+Avts1hXdElsFvrutcByiE03MqrZ4XQY3Lqig7eAyKuDYVmFiU0VxTpNtwNiMXHNhofFb/WaeCU2f/Qje1s5aegS8h6Xq9gEMXYiERFIP/lk+9wfOdbl9y8UEKkBnrp90ybRDVPWyzv7bPs9eY0SiXzbLn0mlRhUFS9f/7pdJiaZFPuVdSEPHWqsiqcUsVlM/aH+bZr1K0mxHGJTfTbbgdgsp3kQ2HNGo4kuqdhcsWIpGa6SKo1sILRzp3gu+/rEtU0mhc3cscNusHLwoP35M88svb/bb4cLLxTPzrFj4veOHSIF+qtfdX/vVa8SAbZuEmejEsWmeg2c2S4SUrU5MSH2I/3iPXvEsUIh8b+lfG25+HneeUKF+8d/LEp1NLopj1QOnzqVfz0SCTtVftu2xqXKq5B2vlRzKDfE4/aiZKF73WxwIzbl+K40Fb1RxKZamswrsdkIG1VogVv6Br294ntkMvnNw6S/XyhW3LhR/F8kAvfd154xUJloiGLz8ssvZ1plpDWaH6OjYrI8flw8RL/zO2Lld25OOELlBLyGYTcQaTdiUzb3gHxHqNzaXF7gbEDT1ZWvqlKhrhZlMnYjBolUSkzQ3d3w3HNim2XZnRYNQxjOZ54R30s6Ju94h2hE4lU9Y1liLM3OCoMu993VZdeUcysorgaGsVi+kdfEZu1RLBXdbYW3mB3wmhKSyeSPUQmV1ChVWqEd4HTCYjE7IHcbS1KpJ5/fRAIefli8198van6Vi64ucaxyA97RUfjxj4XSyLLgbW8TAVg73B+vSh41NVR9boJB8VzJjsQDA/Z9U+ukDQ/bz4wbsTkxIZRmd98tiM2hITjrLDEejh4Vc6xMbb/11sZd91LEpt8vxmckkq9oMM2lz8D8fH2CSHWR0q3uYDGodqoTic3+fkFqRCKNa2qQydhBpJsyzKnYbCQ2bhRp5tGoOO9XvlI0oJHj7sUX7c+WIjZBPOeXXlq4Xrrbe9deK45TrmKznYlNrwtYKqRf091duGzO2rVw4ICwb6dO2cKDtWvza/OuXVu60Y5c9ARB4De6GQ/YyuHf+z2hSpVK5GRSlEoZHm5sqrwKeY9lLWUJL7a+1Tqig/dU9HKIzUbF8l46ooM9B0ciQpi1e3f1Sqp56UkhF7gnJmy/QjawAzsWDgRsxaYq7iiUin78uFBrx2LCntx/f/vFQGWiIRbllltu4b777uPLX/5yIw6vUS7kSqJsbBAKiQDrwAHxMztbvpJHStjbjdh01iGF8pUeXiDrpYFt8GTQ7KZyU1eLYrGlhJFb0JHN2vV9ZMCdTAqjnE7bHTgPHBDEhZefAweE0ZZqUAmpblULiqtwpqKr31EqPuV3dyPDqgm5quZEOxObxVLRyy1JoaavFAuCnB3RJaQjqSp/BwaqoyZuRjivkepIu40lw7BJn4UF+PnP7eflta+trD5pJYpNtVC6nDf6+trn/nglNmWANzhoq3NkPbsjR8QC4bp1Ini1LPs92STq/PNt+yyJzZERO3viZz+D//kf+Pu/t4/50Y+Kmqqf+YxQ8Zx3Hlx9dWMd3WK1DiWkbVCJTUmMqXCmqtcC8j7B8hWbrWLnl9M8yBnMyTmj0GJrPTAzY99DtzGnbmukYlMeXy76Dw8vra1YLrEJ4v937IDLLxe/nU1snO+pdl4usEgU8+f9fnvsNLr0QCUolvVRSSq6vAbFiJa1a+3Xo6O28ECNiWQ5q0J+sUSxMh6NxM6dcM01+UrkTEaMX6lEbgYsJxVd9c/agdgsVXJE/UwzpKKXqmcr8dBD4hnat08stl9zjSjzsBw/dHRU7OOaa0QptWL7lAvcUhwG9gKv7IQu6xtLxaYzM9Ht+H/6pyKmlz52O8ZAZaIhis077riDFStWcO2113LTTTdxxhlnsGLFiiWfMwyDe++9twFnqLEINYW5v99eSezrEwHZ1JRQhcjAudyaPFIRWCqdsVWgEl7OiaJY86Biqz5u70nHE2yDJ1WLbsSmmg6pGsu1a4VDOjUltg8Oir8zGXGv43FxHmqApzp42aw4/tCQt+uTTtsKTRms+/12Wk6hguLFUtG7u/Prj8huorWCGqTJ2oPQ3gGvl+ZBYF+DaqSiFwqGY7GlpRUSCUGYr1hRXPnbinBeI3X8FBpLPT3C4Y7F8ruhv+51lZ2DtGVeFZvq/VmxwnbUQqH2uD+FlPkSTlsgU0OvvdYmMGMxuxEUiOv1wx8K+xUI2O996UtibPf0iO2jo2Jfsg7bRz4ijr1hg7DD73qXcK4BfuVX4O/+Trw+caI218IrVMVmIWJzcFA4/tGo7Re4LX7WY0HUufBWLrGpKjZbxc47z9Pvz5+nJbwqNiWi0cI1wmoJ1Y9wU2yq2xqt2HQSqydO5Ctd1VR02Vii2pB2XpKa5ZQc6e8X81GrKTZLZX2Uq9iUaaFQnGhRic2XXrLLD6jjQD5DpRrtNCuxCXbDK6lEDgQE6dIspCYsLxXdS9mBZkOnKTblIns0avcHUQnASkj2Uj0rnPv0+eDtbxeKylRK2IbeXsGByMyclSuFvfdCbKo+9tCQsL3ptJjD28HHXgYaQmzeddddHMxN0jMzMzzxxBOunzMakbqikQ81hfn48fz3/H5BcMRiQnkC5Ss2QRibdqm3Wolis5hjBe7vXXed/f9eiE01HVLF4KD4/+lpsXoUCgnlm0w9X1iwU+n7+oSDIrGwICazv/s7EYR7we7dYlVrYMDdCShUUNyp2FQNvqrYlN9f/dtrqoBXqPe4u9t2Yr12vW9FYtNr8yAvij51X8WcoWKKTdUuGYadPheLiUldVTh4HZvNCrdUdIlCY0k+W/PzdsfEoSFRV60SyPst76+qaHGz8+r9UesJyXSbVr8/6rPuVcmzcyf82q+JeqeZjFBY/sIv5KeGXnGFKBPS3S1Kv/h8wv6DsNXSmZ6YsLuDy3F/4IBQDbzznfYx+/vtJhVHj1b1EpQNSWz29hZOzVb9gEhEjFk3G1EPdYhq59UUxU5KRVfV+JWkoktEIqWbhFR7nobSKmF1m0q8NwJOYjMet0s9WZat2Fy7tnYEirNedrm1lGXpgVaBF3Ki3BqbarO3YorNNWvsxifPPivsxeSkfZyNG23fvlSjHVVY0EzEpmWJNFmpRJaQ8WIzwDRtf0amy0u0ayq61yZx5RCbjVrQUO2N2/PmFGclEmLbsWNifE5Owm/9lmjGVk5JtfvvF3NVX5/YV18frF8v5vpCpOKxY6JM0NGjIm49dkyMuR07RIPQ//f/xDWXqehOAY8K1ceenLRjgWRSfLbVfexloCHE5n333deIw2pUAjWFWRp/+fAbhq3mk8FHJcTm/Hz7EJtuAW+x5kHFHKt3v9vep/O9D35QTERDQ0tT0d2UbmqnzBdftO9dNiuM8NCQ3RVddsuUSshIxCY8JWT9t3I77KoEa09P/kRSbJ9qYBiPF24e5Pz+tajBqO5fJTY7SbFZKuD1qtgs5gypBL3PZ9sfWUpB2iW1y/zcnHivlMLBiVoE1dVCuanoYN8v1R794i9Wrox3EpvOVGsn1HnDLRAs9/40GyohNkHcy/5+Yfde85p8++fzCdWlDEwtS4xLObf299sO+ubNwmmVx5V1VaUaVN3vxo2iNrJ0fhthc6RtB/f6mhJO5dHQkHugXo/gfbmKzXZoHrQcYrOcuou1qpXcyopNEGKCoSFRxkf6PLVSa8LSsjLqAlap+VDe73Ra+Ei1zJqpBpxZH3KhfmgoX/FUbip6KaJF4uhRuzbe/v22vejuFo3l5Nj04muHw+LepdPNRWweOWLPXy97mZiHQFzbZkEhOw+dlYru1jyoVCp6MChsdTLZHIpNt+uvEoDj47Ydlc+bYYgFmd27iz+vKiIR8T+BQP7+urqEf+NGKs7Pi+Y+Q0Oi9NBHP2rXy5fxxooVYr+S2FR9COc9U31s9T1JbLa6j70MNITYPP300xtxWI1KoKYwy8YzEoYhnAPDyC+AK1EOsdkuKKbYdCr6nI7V3JxtpEMhkZ4CcPrpYns6LQK/zZsFORmP24pL+T/yOM76TCAChM98RtRai0bFecnOmzfcIN6/8EI7wEilhKE3TTsNMpsVY2FiorIOuyrBKglUSdgW26fPZ0+gTsWmk9iUhFi5qQJe4SQ2JSoJeAsVhG42eFVseiE2vdblUYnNoSF7so/FBAEk7ZIajJmmGB+y3EEplRA0fwMiJyngJRXdTdFTaRo62NdYNnQqZefVeUN9ltVu317vTzNC/f6VdMt1LupIqPdQdlGXKe/JpO2gO0mDwUGx3W2FfsMGO6A8fhy2bi359aqOSMS2m8WITdU2yAC92VLRvXYcbWfFphzfsiYsVN4krlbzNJRWbPb0iB+plmsk3I5/4oQghNT6mrV8ftX7nUqVn4ou4UWh22iohEcqBS+8YL83PGyTE8PD+Qt01SA2R0fhr/5KzAdSJaiWijLN8nxtwxCfmZxsLmLzqafs15ddJuaf2VmRldAscC5SdkLzILeyIJWkooOYsycmmrfGpkoArlolfGb1e/n9dmk3r/Xn5bwnS7XIOXBszI7JnaTi//yPHdP8f/+fyNZxQhKbc3PCBjgzE1WoPnZfnz13Sl+j1X3sZaAmxOb8/DwHDx5kRw3kr7Xct4YLVIXd5s1LgzFZK0I6jU6DUQjtSmwWU/I4J0lnuqa6ipnJ2IHV8eP2vjZvFo7W0JAwmtHoUsUmiPviRpqdeaZoJBGNCof5/e/PV6e5ddKcm4NPf1qc6+SkLZ2XZGi5kPXmJJnkdZ+9vWJicNbYdEtFV0njjRtFV8ZgUKT/FEsV8IJqEputotj02jyoml3RVWJzeNgmNhcW8u3S6tX5/zc3J54dL2riWgbV1YKXVPRAIN8pk0piWdNq82a44ILKz6HcgFe9P+r9lrUpK1F7NxPc5rlqNJVQ7YFTme732w667KI+Py/2dfrp4tpOTS1doVeV9seONYbYLNURXcKtVlyzEZudVGNTtSluKYpe7XwhxaZzcdc0xX5kuYLl1gkrpdiU22OxxipbTNOe31TIurgqsVlLxaaT1CiH2OzpseecRx6BN72pebIe3KASHur4VJtyTk6Kv8Nh+9qUSlUuRbTIMR+JiGsmSRHZlHVuTvj8cpHVq6+tEptO1X6joBKbF1wAjz4KTz4pagjOz+fHgY1CoZIj0L6KzeU0iYP8a9Tf3zzEpptfpRKA/f0i7lUhldpf/nLlJdWOHhX2RKa4r1mTTypms/Dv/y5eGwa85S3u+x0eFr9lMyE1BnLeMyc3o4oZ2sHHXgZqQmx+8Ytf5MMf/jDZanaBrsO+NVxQTGEnu6Rv3Oju6BZb/WiGbmq1gJtis1AquupYqXXoIL8LrPo6HhfGLxi0u3NLg+dULboRm4cO2fVuXvc6d0Muu2Wq2Lmzuqm6bgRqqX329Ajn39kV3dk8KJlcShpLNURvr3A+llN/pBOJzVqlopdDbErEYvl26dgxcTyZrn7ihCBvSqmJnUF1LCaOWa2gulrwkoqujqPRUbjrLtFsQgY46bToClkpSetMUSwV8Kr35+RJ+/5IJ7IStXczoZJUdFlPDbwTmyqBJ2sgJxJijJ5+ungt/6fQCv2GDfbrY8eKf69alWQYH7dJj3jcPaMA3IlNNwVSPYhN1c4Hg/b5dlKNzVLK/GKpyl7svDpPnzwpxsnKlWLMVqMWr0pWFmpYtXKlCEzjcXHPGnGvZmbsa7l2rbgWYBObauMgrx3RK4F6v73YeYnRUfjWt0SdX8uCP/gDkf3TLFkPblAJD3UcS39bZoPI7+3VzpdqZuJUiso5fGBA2HTZTOTDH4ZXvcq7DZa2U9rYZrA5ktjs6oJzzhEEzJNPim2HDjUH6eJsBtoJxGaxVPRyamyCPcZTKZuMrydKXf9Ky58Vg3Ofp50mfBJZCiKZFIpMuc+HHxZKTBDP9Pr17vtV45zp6eLZfZVmP3YAavqNI5EI8/PzVf2Z6sB6AQ2HVNhdeKF4eI8dE7+3bxeFcIeGvHfLlVAn/GZKnVguVGLTOVE4U9FVx0p9b+NG8SM7kMuO4ZCfymkY4v1Cik03yPR2EE6UV0iy8/LLxe9qGMty9ynJNdmtXaKra2mNTZU0Vq+FJIXk9krsiSY2l5eKrqZ1eSU2V6ywX0vCQNqlrVvFcZNJ8Tschk98onRApQYY0agIyp5/XuzfGVQ3El5S0eU4kgrUsTFxX0Ih8XtyUmwfHa3sHCoJeOX9Ofts+/7ITuDNoIT1AtMUq/MPPCB+S/tbCbEpU8uhcADkJDbVuXHbNuFMT0zYhLX8vHTQt21b6qCrxGaxBkKjo6J50TXXiHrL11wj/q50zKj7veEG0cX9uefgjjsK77edFJutaOfLrbG53FrK6jwtFYvqnLyceRrsBc1AoPBigkp4NiodXT2u+vxKYlOmSYdCIoiuFSpJRZdzjswsCoXEOJJZD8u1H7WCJCcmJvK/p5pVsG2bbavd7LxbWYpSCjJ1zMtFqIEBsbgqbbrPJ/yacnztZuuMPjkp/BAQ1zEQEN9RolnS0dW5fLk1Nlu5K7r08SpJRZdohEip1EKCJAAHBwUBuLAgvsvCgvh7OSXV5D4TCVE3U5aPSCTgve+193nPPfb/Xnll4f2qxObMTPGu6FCYm2klH7sGqFmNTcuyGFI7tWm0NtwUduecI2pFgLduyCqc3U/bBc5JEgorNtVVH/W9wUFhEA8fFo7OypW20y9re0xPi5Wivr6lNTbBvTM65BObqpPRCpAr0FKmD+I7G8bS766Sxk7FKyyv/kinEptqLZlCAa+bHXAqt6VieHa2+LOvTupuxCYIu/Txj8NNN9lp13193pwUNcBQlWzy2api8e077xSnpDaslvj610V89K53ufyjZeV/Xyis2FQVqFIBJd8766zlKVArVfLs3CmO+d73ivvz5jfDn/95a6wiF6u9qtrOSppKFCI2VZVNLJYfoA4PV7ZCr6oDCik2a1WSQe732DG7i/vAQOH9NpNis1iNTS+pnh6bB1VsG4qg4n0WS0V3S1Fcbiq6Ok+rdTvTaXHNl1snTNrukZHC98vZQGjTpsqOtRyoc8z69WK+m54WxGYsZhNEZ5xRW9tZbiq6OuesWWMTsV1dwo40S9aDG1TF04kTdlZBMmkTHn/4h6IWJlSvxqY65leuFPdavTaVjnmn7Vy3zvVjtbA3rnCmoUP+vNksDYQ6MRXda/OgchSbIOblQsr4WsFLTdtKy58Vg3OfyaSYs7q6hDDp6afhjW8Ui1JSHLF5M1x8ceF9qnHO9HT+9S/Uj6GS7Mc2R02IzTPOOIPXv/71tdh13XHLLbcwNTXFyMgIL774Im94wxu46qqrGn1ajYEzRVkljLys4KtwGsMcCk26d94JP/2paCTrnHTr7vwXQ7HmQc5JUnWsZKqRzyccm8lJe2Xezenq7RUBomG4E5suis0774TL7n+JrQHE5KUEvFV1aGqAO++Ei17oYVHLIAOBcJivfx22/LyL18r3UikxeUjSWDXw8fjy6490IrEplQSSZCuk2PQS8II3YlO9zupKpkrsgV07R8Wjj8Kv/VrhfUN+gKGcR3x8nrkArO1fGmBU+pz4fPDVr4rXqr35+tfF9ne/u8A/Lizk21mw74Fl5RObqgJVJUOHhpaf1rmcphJ9ffb9WbWqNRyuUkTfRz5if3aZKYp585BDsfngf81x1klYtxZh7ytx0GXR/IkJd8WmsySDXMDo6REkz+HD4v1Xvaq8e2ea8Ld/K/Y7MCAUCOS+RyHSo1TzoHp2YC0W8MpakMXgkoru5nNI2/DQQ/n+TUnbUAQV25tiqejl1tj0koouF3d37xb7kuRjMimeq+XM02qH6GLBdjMoNtUatCtXCt9velr8PPus/Z7HNPSKfdtyF7DUOUddTJf3crmlBGoNaU//+I/Feco59bLLhD19+cvtz1ZCbHpJjVVt6nJ8UwexWWgM+HzwyU+KKe5LX7K3L8feuB4rR+acPAmPHd7O/wZB7Eg0i2LTmWXXCYrNSmpsqurkQsRmoQWsKmLJWFOO+fV7ejEpYNtqQQA692kY8KlPCV/xv/5LEJz33y9sQl8fDwy8hePfMAra5dX7VvAmuWF6Ot8eF4sV3crHdTBqQmxeeeWVXFlMbtsiuO666zjzzDO5+eabF7e94Q1vYHp6mmuvvbaBZ9YkMAxh4LJZm4RYZvOgQg75T38qysZBvtGqhfP/e78nggw1dlWPV5TYKJaiKNWWqnJAOlbveIdN1qmdygH++q/hJz+xu7bt3AmXXAL33Sfed0tFd1Fs+q0Mc08f4+RaWPuaTYvntZxrWC/4fPDI072sDokSVGNHUhhAPB7mq1+Fj59vk7o/+K8kJw74eJeqbpLEcCwGhw4xbQ7x6Hk38CaXSe3rX4cHH4TXvtYuBaeOj3v/M8WFJ8EAXtrTzWJvu3YmNkE46QWIzbHc9Vjroti874d+jp90PDPSGYrFCtfbc3ZFB8ZOwtyuGOeiODjdgug8eRIsBAl07D+f4IHNGX77d4tMcdu3c7jnXFYeeIxeK734XPqyKaaOxwlYEyycvYPNuQCjnOfEssTpy6yUX/xFsT5x++2iD8Qb3yhi+bvuKt7L5dtfibJTElsScvykUjbp2d0NU1NEppIsWGHWjgRsxWYucD85F6Z3epL+ShSoFRCbi/fnFx3p1TT5Qoppcvh9tzJyfJa+l20RhFw6LcZgTw/RZw4z94l/ZP0qyy4HAkUDojvvhBXHorxZblCCgZ/+VASZo6Pwf8Ld/FJu+w++E+fpB+Y42ydu5aM/GeTNv0RlDvqGDXaBf2fTBpWcMAyhDhsfz/8uP/iBYN0KKSLcEImI9HNnsNjVVZj0KJaKHgyK/5HpVjXGd/89zStOivmGYJB9z/lZkfv7m1/LkvH580jIJePZpXmQm8/xzncKf+Pb3xZD7dxzRQPV//5v+F//S1Ry+PnPyzv3s88Ww+SznxWCkWuuEWs9f/M3Yl4rTHgFeFcgYPsxDsXmop3Pvf/P38jyutw12fuMn1132tfgW//dx2ul7SoU8MrF3d//fTHIZYfouTlBMi6nTpjajKeY+m142K7/+vjjojRONRZfyqlX6+zeftppQvED+ancHonNYsT2X/+1GANutvdnjwfZIu+ZFzuvzjm9S9Vdy5pz6gAxR+3knddeC1/6ElOnMkycdSnn3nM7X/+mD/9Tc/yf3GefejbAE3fCu369sgWsRRSojTdxLEF3ZIK+9UvHvKf50mE7C40BEG7Dj34EH/2oWP+97z7Bw7ztbfArvyLWorq7bVNdCq7HeuopTp6EEycN5jfmGrYMDdkNkjwQmyqJ5SS01GuyLH/CIUb54U/8nCftvuP+uh5HLrQbRt2JzYoXMIp1RS+zxuaDT/ZztrxejnlZjaWqJSBaMtZyCwnHZnr46td8xf3zWhCAzn3OzYlSWEePipI+6fRis8fsK3sXz12NLWVsccPlQsBx8iS89D8z/MIbFT+tkGJTYwlqlore6ti1axd33HEHlkMtc/PNN3PxxRd3FLEpjWcmI8rovPrVwmdcsQJWPhWg25/Fn0nzL5+AdxzJsiYq7Pvtfx/guE9wdkt8uoEBLIQPMP30PDO7xWek8fvKV8Sc/+pXww9/KEiAnTtFEPiWtwhhyYsvinjs0ksFeXDHHUvP3Sl2cmLLFvjLv4S774aLLhI+6IMP2n1Idu+2/dLdu+FrXxPEhuqzSjHZzAxsPJbmLITzb/qD/OUn4HU/93Nh7niP3ZdlxeoA27fDN78pjf5Ofuuii4m9cIxksJ+Jj3yas67czjf/2Ydpwju//k3iv/RGsokME5tfwcH33sFZT36bzfI4XWH27obQwRAbcovF+x5MEkrmX/ff+qWjnFybZWwM9h44naNfFvfzhz+E3/kd+9q7+eNQfaV7Mb/f+d5v/iY8/oMexr6b6/GSgtkZGAuFed0HYNgIEfm5GE/3/3eS/l54YONONv3R7Wy9+fcwDx9ZJJV9Z57Jo6/+c27+6U5O3inmJOc9PussMdFs3SpqnT/9tBCBPvEEzH0nzZYIxGMwEelmZgYCQehNZ9m7u/g1Mk049VKckPyfUDdfv1N87jd/M/8779olAtpXv9oem3K/3/zm8oihQte+2D2xenqJnYpgJjLM/PQok+tNZuZ8nHE8SBhBOu7+boZHfwin78rwGxGxn28f8bOpX+x78bz7+xef/ye+G2Vo08CS+3/0uQT9OU7p8L5ezk2FgCQvPbPAz+8UfsM990D/6XFefkjwNgMbB+HkHBMnY6w48TSwo8j39fHsr97Iy2/9P4SyQp1p4cOPyab0i7yUWs8dmRsY+piPZ54RY+CSS8Qz8/GPC+JSNq6WryWZWagSRCQiRGq33Sb+fsUrhI/4+c8Lv/HlL88fi/f9U5SdQCQKmXRuzEQW2Lsb5g7H2XwIQmFYG+7m+ckRhrMhJo8lsIxeUn0vI2MarE4ZRKdhdixBd69QoHp59iYmbDu/baILqe/evzdN36EsQzk7v/cpP1MzS/cjHdCu2W7+V+78Ey/F+f6dth0tdG+gfvZmyXZzL0Nj+zmaXM3ql+YZnDlCOgVTq87B39vN1MIqTjv+AguM0LO6n0eeCPCDT8Cb/X7OzF2Tl57Pcsiff5z7/i3CJXGxPnDkcB/p3eIeHzgg5rYHH4TsTDcbQmBm4T8PxfmNs+exjghHN9U9uDgfDQ/7gB3MACPAduyC6XK+Vu3Jub6NnMaTjJ+En99+lN/405ctfm/zvileFknStToMpkX2xDiWCYZPjE3D57Mb1ZWDTEb8n8+HhRjfphEgGffT1wdGOIw1McmLj0xxOHftn3y8nzeNG6xdYzF1cJ5bboJ3PzLPOavgueMDTE8Osn7mGKHwAj/4SpbDx/xceqn43/PPF0qkSMTd5yh3zE+cSDM2JhZLUscDTM74iR2D2Tn4/N+Z7HyDuH+qX6Aea/JQjKC08+EefOT7N48+Ks7jpz8VWZvd3XDvveIHREKFJLwrxcICfPrT4icQENWDdu0SDWAvvtjdt7HC3URPRsikIT0TZEVG2L7sngAjCeHnPPdAhsGt8MJzWc7OXZOf4+fFbfY1+edv9fGLiOs3eTDC3gcKXPf+nfiu+DjbPvtefIkYWBbm9DyBy34B6/03sLd/J/98k+CIPvIRcS5ucyHkj/vEE5O8LCqet8cOrmTfneL6542BuVGMv/wrzKf3ieN+6jMEHnkEY7lNb0ZHsW69leTu/VjJJEYoRGjHuRg33oh56c4l43DX96fYcBLWrIVnT63Emj2NTTlf7tA/PER/CjZvAeOMMwr6nuq1VcfZoUOij8XPfy5KBb/2tcLmvOc9QkAn/fknnoDeHwa4tlvM5f/9hQyvWpNlS86mHXzJz2HnPRwZwQyEmBlLEBjxM5QFy4RsLMvMydJzDjTWrwQxR529PsXLjH5mgQefXcXfXutj927436/JEIkKP+XJWICjr4Ifj/q5OHdNJk5kedp5TaLRRd9mz55++lJLz+Evf7STVefdzttP3Er40H6s5CRGpotd1g5+vvEGEj/aSfS/xJhfv174B5dfLp4rN//PNOHgxCAj0t7MzOWNgd27BZf16KPwzDP2d//MZ8QPiOP813+JHxWhkOBU1B9ZRlV9b9MmQZp/97vwy69c4I0PHGRiHFKbzuTtv9uzOHdt793Cyrk9jO+b5v5/iPCO6/oLjmd5f0zT9vdeeknwRP/2b6Jc4Z13lvYnitn5jTNpBsfEPlf7g0xM+0UvsQRk9mf5xx+Ie71pk7udnz0SxZgB30AP/ZaBz8h/v5ZjXvpYprk0jlEXsZzH++Y/+bn8VICBnsyiX9lNgKd3Q/xJP+fn7KaVzizGNNvHs4xYYk559Ec+RlaKfWV6BhjLiQpiuyMcSrrHUg8+uNTe/PCHotrDnV8xST62l0vOmKJ30whnvmU7T+/zuV4jOa6//GUxnv/0QITkSTi40M+7bxDvVxLfVIol+xxege/oUaxolKy/C8sXwsDEn07zKz/4AOb/up2/+cpOAgGxhvwf/wFHjojn+4xXrGDsn3JrfLEZjjzfRf+MmLuPvxTieML9vGvV87FVoYnNAvjiF7/IRRddtGS73Hb33Xd3TEr6WQ/fydd+sJbHF7ZxcG6EuK9vUXj4nRQME+P4yQhffmqOrniMnZkspuHnHx5KMN8d4T//s59zz4U3ZO/lwjUnuewyGH1+DYNPGRjReSaefpbPPbob48Lt3GD+LacDk5M38YlP2A7rmcHDvPy5h9mfvJT/fNZOZ+jpgeAP72X6Zyf5/rp3lfW93jh2J8H4Wsam38SLLwqFBMDW4GFeG3qYv7ruUqZ6N9PXJ8iVdBo+t+EWNt4FV/zbTex/ZI65eJBoVqSZ9ftj/LJ/lhsXEgwbc9xzaIYvz8yxYt4kiwgUf/PX5wmE/Kw6c5CLJ+/lt7vv5hs/uJJzZyNYmX4O+s/iLz6+g95b4M37b2HFCLzxo/+bPz/RQwY/jx9awcce8fG7mVl+x4wyGFjgb94+w0+MOd44Z3FlTjj7NzfOc7B/jnNfNciNL7uXnWedhH378M9NE4uv4BsPnc4/PyyM38teBqc/dy+8525G11zFrc+8yS4rl5hj1YCodTgxHyYZHrRLzcn9VlADYPTA2vzjyH1mbwHgVv9N+e/1HOb6uacZjCU4PBfGj1g9nEiG+dxfRznQleX/LmTAMkn2n+I/Pz/HVz7nI2u+nA8mfp2dmfsIksYMhPhu5A+4bO/P+L2Zn/FHH7hpsSxKPC5ECn987r2884W7+cLUVfz7T7cxnh1h1y6RUmQYcKU1yZwVwxcM8OMfWayKZbEs2L0vy198PorfsBhY3593jR56CPaMr+U+/5v4tQcTvCwOPgNu+51uLtt7C9PTcMlnb1ps+B4KQc/kYc6bfZi/+7dLia3cvLi9txcxdn6l/Gv/0HvuXDwP9fquih/m4sTDPBG+lInuzXn35PJdt3Ba8iUujf6YgdhJgpj4PnUzx2+9ny/4/4D1gQTX+xL0Jef47G3H+X5gjjckYmxE8Bonu9KMfn6O//gPMeY/uOVuDpEmsg9iC/CRP5hnpncg//4ffxtnPj/Pm3OVA/7swyH+xAyx0TfFhsCz3PAHh5kxh4hlgnx/T4whIGCYfO+lS3hd9n62DE7z8hc+DXf+cuGx9rJ7edP43RwcWo//VIyeWAwDCwuDKYb5mO8v+PFT24nkhDM9PdD38L0Yu07yYAW25mB8LU8tvClPyPXUU/CmvbewLgnvfe9NhEJCTJfNwnD0MH849G0mZxMcyYYxM2KcHX06xgfvirKWCT47J8b8v30uw9/1beYzC1vZlnqK5547HR8Wfr/FyXE/VtZie9cRjHSYv/+zE9wX2LHkelx9SFz7b/vexq7DI0zG+8hkxEL+H2dSXGnFIBDg4++Z5sq5OGeZWQj4efvrF/D7ITSSb+ffeRlMd6/lxj+7lNNyjeyfPBDnL+6Cv/iFe3nng3cz+lwD7U3PYV4ffpj7E5eyP2aP+atHpvjI3ClWGEkmj4XxmwAW08diTNNNyAiSTCYZfz5J5ECI77LAN3rmeMlK8HuxLJbPz5eeWOAn4cjiNbkxewsbZ5/jhaNiPH/+6X6+8xkxv300fAvhffCTubcxnoSjudOe9Md56vgEw5koK0ILfOeb8zz26aVzzkB3Os/On/UwfO0Ha/nsZ9+0aE/enNrAb81Df3qaM//hRv7+53+8aAPOmB/h9vEAC6ciWIaPLWkLfAZZI4AZDNFjLhDER/C884S6yCsmJuDAAVJpg3mzl1TGx5RvFbFnoMefYJV1ikzG4AOfHGFPrkzy6sQxLjo+x9jBLo53zfFNc55fjU1zaj8csXqYDYTwmRks0+SW614k2ruGL3zKR9YySAb6YCFKT9jK8zneMHc34zuvKjrf/Mnet/H81AgR0x7z/8uc5IJ0jJeeC/CVj2e42MhwfiZLJOrn8MQcJ46k+frX+0mnc+PZPAl3sjjW3vbjOFuSYPgM/uYdYW48/152jt/N6r6r2LfvTYuEZb81R38ggT8AiUSYeUMoryYn4bXxezmjuzLfxs3ezD9zmFdnhG8z0b2Z/n67pKX0bR7e1U1wJoKZyfL4c/DXP4BgKsol2RQ3xTMYlsm/fXmaf//nOVYyzy8viGsy5cvwL3dEFq/J5zZ8ltDkcZ6eXM9zT0b44E8LzPOPzLEmuoX/FzufXqKESLFn9kJu+dktDDzrY2J+jvmoj1jC4NZb+whl7Dk2by4kf9xfODfFDXOCnD/52E/peirOFf9h+xWvmf8efx79AAPZGXqzfrKGn/h8AOMHe+j92W/T97vXCKamTOz9tT9h3YP/ipkxGTdXEydMNwlWffcJzO/+Jn898rc8MPzWvHH4sR/+N/GFYzxxbBPv/D9BtiVW8L4cSWhYE0T9JpHJDP/xG4/zg+wgE6mh4nZg/G7W9F/FCy+8KY8Y7+uD/73/FrYk4EsPvo0Jc4SEX/g2lgXv9SU5bsVIWwH+5+gMe3xR3h4XNu3Tu5I8EVJs2svuZeeZJxhc14Ox/wjPH9nEVhMwYPqYyQnEnDMQCjP67RPc+uc7mtKv3Dn/MA89fIK0CT4ry7y1wJe/DMNdUf7rpTlePyvGfLQnwT99fo5/Tcf40py4Jk/+NM5f3xWx/b3sLWzefx9zs8K3+f0P9ZPqEefw1kO3YADf3nITT/54junoxdzg/zde7t/LmuxxUkYXB7rOJ/I/PnhgDsPvIxoziBl9jISjfPuwxXe+s3TMy+/s3z3IB8aFX/nY38xx4TdvYbMFhw7dlC/6DR7msvjDjJqXEovZsVQhe5NMip9i/YjeOHYnofhajk+/iQMH4OjdT3OuZdHjS3DkYIqbNh5mum8zqRT83sIWfiW+h1WJIwx/5uNc8f3bXGOpge40566bZef8w3zqD36BddljbMrM8+971rOX7fQHE9xxME28a7CwP+G8/8eX+ja/FJjjr2JRuq0FvvbReV4yh1kfNzl0yMetf5TlJ0aMvq406Z7BRTv/0Htsf/73fxKlPwMzwV7uuKLwnJOdmWMonGBwcOmYX4yN/7G8Mf9O804ifWv5wAfeRDBoV8xJp+HjPbcQuwcueWJpXLFj4WHONAQBlEllwYK3nd1FOhrlTCvBpzMZgn6THz0+w2f9c2SyPj6ZSLDVB5gW73l7dNEO/OHT32VV/AgvvLCJL98U4T+6hP9qWfC+c+7l94/ezZ2Zq7jzG9s4mRkhFehbfH9NcIrRP/g+Vye+wVZeoIs0Kbq4L3geX+76vzwRek2+vTnrpBAr3beWp556Ew+NWvyGFSVgwOyKfk6/6xZG73J/zt18vWrbm3CXyVfH/5rzYyZkuzDTfoS2ys+JrnPY8vx+Ljrxf9nPXhKTEVJWkH37evD54MhzMb7zBR9fW0iwOjjHntFD/PcPurg8ZpLFx43XdnO8K9/Orxm9m/sGr1oSzy1nTLUDNLFZAPfff78rsQkwNDTEfffd1zHEprl6LQ+Pb+V4cpAEAbJkMI0AhpUhTpgw3WQsUZcr7E+RSRmYWMQJsnooRdcAPPJAlGdjW/mj/w+sA/CVT8/wN8l9DDDPVmM/Z4xfw3P3buXvs+/kEetVzPqiWFbfYhrERGqQryXfQreRwlBWIgKJKD85thU2uJ97MRyMr+Unx7YS8EUxDLsWzqncscKkiGaFut7nE47Ox/ZdDfsMMoNRrLTF/LxBxpcFw2IuC8HhNLFUgIi1iqePDNKzxiIzF8DCwspCMpvFxMeLe6LEfFtZu+V1PHZ8Pb9ppsHvZzY8yKlTkJ2L8lXrajhmEDN6yJiCcgkHUqQTGUwzxTxh5jI97M+sIt5rMRcPY2KBAamFJPGAxZ6Ho7z33q287WK44PgeThvrxjSyHDJOXyyldvTZKL///Fau2/E6/vFftzLbHWX16X2EwzDxgsUjz4tl1DPXxdi4MVdq7uEo19+/ldvfB+XqGkYPrOX6z+YfR+7zt2euBgzM4fz3fvbUIEOJ1/C77McAfJhk8ZOki/mEn7mEQRbIEGRiLojRYzEQTnHgRC+mmWCOfnpCWYyuINYzz/Lu3f8HMPAFokxl+hYJ9F4ryr88tpWxvtfx4+hWJsxBUgQwyGAixnwGH3G6IQ1JXxjDMkll/KQyaebws2FFTPTHyF37//sGoaz93P9sZa4nyjt64oRMQWo89OMMjyxcDYbBzO4oRn8foZDgBAILg+zjLYSmUmTiYvV+ehqIRlnwbeXlExC5V6xyr1ghfg8NLe3Vo2LP+NrF89i0zb6++14Y5LHsW+j1pzjzIttBeuSBKIHoFj7BnfQwRRY/KYJErD7Oz+7mr7M38j/GW5iLB5i2VhElTCJjYVgmVm5Kj6X8LCxYjO+NkvBvZfv61xF7Yh87rZcIhv2cuSbK8z5xvd49J+7/LINsSqfBsDAMg3jGz2y2l37CzCf7GWMIsEhj0EsUsDAt+GHyNfyy8QNOzHQT2HOSAxsKj7Xr79/K75/3Ki6ceIbj1jamGKGHGCuZYI5BRs3XYGAt2ptCtkaWH3VTNkh1g/GTtTz08FYwonR1CbuWyUB6Jso/mOL+h40oC9k+YoI/JG0Ocs+xV3Gh73uEesFnmsSSfoxMjMmknwvWzOPzQzwV5PDCMFGfwVdD7+UjqT9hM4eYYCWZbJBANsEaxjmRGOZH/W/ls987m3nH/X/kgShPRq/GZxhEAoMsZAJY/gzBrgDZVIapTB/zuTFv+lOE/GkyGYNMysdEKsD63Jh/5IEo+2JbueIC+J8n4Z7dW4lbWUxLqBDJxPET5Us/2oq1vbH25uHdg3w//RYGu1NsOt8e84/v6+ZEfJgIffQSwwIMLBBWnICVxDQCpMwAMTPIFAP09FiE0xbpeWGnF1IWg7m5b8/DUd49ezVvNL/H28wDmPiZtvpIG8Le/OP81RAxmGOQtfRC7oihbJRQNkKMMNFEDz86sIH+YYtIxCBtiDlnNgNBrLzrw2p4eHwrJ05E6V7VR18fHJjbSDyaJWt0M5bamGcDFlZt54WJszk78wyzCFLNZ8B0cCUnUivZbL5Ecs02zvzmN8uusTm57TKSzx/hSOB0gt0BfD7wmzAX8dNPln2+8xlbtZ2N3eLaHzgyyDOZc9iYOUqYOYbC8/isLKZlMM0Q6WAPVgJSVpBExsCyLHqCKY7N9JImSxd+tgzF8nyO8dNfx3+WmG/mfYNE0wFMX4ZgWIz5hYyfKCKFPJ4JkAJMDMAimYHkdIpIEIaDYjxLNY4ca78XiBECYnSz56cLXP/AVq4+/XV87dmtpA3F5zAtxtPDWGkY8McIdeUyTaJRHo5uZcevwO+8tbwxH7lrLQ//YCsg7I0U3J6IDvLPCN8mHheLeT4frFB8m7/x7WFLl7A3kUQXE+PiunavNCEOsXSQecJE0hYDxBevScIMEJtNMReAoUCUP336akayP2QgGGOwL5r3LKvzvJW2ILqACUSMPqKWBT549tQI1ik4bTDGqqEUzx/vJTWXJYGf04ZixGJw8oUocd9WLlsQi5IPntjK2LEoweE+1vdNYlqQWshyt/Gr/HTfL5I5LsZAd8jk3Y/9HcFUlP2cycuNp/D5DMJGklgCrPg8sS/cSU8q5S0XV8Ky2PSjf8Yfm2eeQVZ1jRMJjjDvG+SF5GY2coxfPfU1Ht90JaHVvkXb+2J0NRtIEY/6mAj0Ec6cJny5HHx+eGFhHX8VfTv9wRQ9PUt9z8GenL/3va28buB1/GBmKwtGvm/ri0W5fV7MN7PWIBkCWFnh2/jJMGP2LY75vlCaPpKkI8KmTaW6GBy0bZq0N77N72DkyS+zlhMYZDEtH8FsnI28xInEMN9Ov5VP33Y2C/3udn7dYIzNZ9XWr5R+RWYw/71Hnh7k+/G38DGeEuIDTAyy+MiykPKTmI5hAlmCjC/0YQyIiSydEdckg0VPf2rR3/utqav5C2sfZwcPEgz7Gdncx0JSvLd76mosyyD5YpThfovJeYN01uJRzifI2Qz4Y0wnB8S1T8TwkyJl9WKRZW7Bz0h/jEQKxl8UftRvrYbRA7a9uWjdIKFZ4VfOPX+Kdz/9DrKmwZwjvplIDfL15Fvo9qUWU81NE6xIlIciW9n8SqHwlWV03H6cmXDOWOoC6ykMIGUG+Jr5DvadGCLTI6qdvGRtIb6Q5YS1mv948Xx2T7vHUoM9Fo/sHyQaX83N/CFn8zxB0qQI8Szncnv6D3kifQn+rih3/HAr1oVL/Qnn/Z9lqW8TjZlECDNHDy9NDzAf9JHNLWYaZoo0kExa+MwoX7h/K6efAQfH4fb/2cp89zyfYIxuf5ykf5BH75/n2fhWDqx8Hfc9ujVvzB+esdg/Pow1LmyaHPNqbHxZgbGdyYjyADMzIgaQv8f/ZS1f+tFWTKJMYQuO+ohy68zVYBnMzEbpWtHH2rWCnD45JeKKXzfuYn3fLFbaJJn1MzYOQfwEBy3MJMyngkzQhTFo0dOVIhu1SGORIYDfFGP+5/dHSS/8Gn/GXiyydGXniebENb1WlLt3b2VSiaXSBMikhL0JGBnOTT7JH3Ezg8wyH1zJjNGFlUpzbnI3H0t+kE+H/5pnBn5t0S7cdAXs3gPfeXorli9KyAgSsDJgwanZEDfdK2xboefc6etV295snN7LyvmDPGudwbAxx2rfJD4g6h9kdiHA8+mN9MWjnOX/OU9Z52Fh4CMLpsV8FNL0ECfMkWwXsXQcXzBBJis8z2gqwGzc9vfee+9W3jD4Or43aftywaAgtb2MqXaGJjYL4ODBgwUbIK1YsYLHH3+8zmfUGJgm3PrMm4j2RckmLTL4CZACS9QlSRLCwiBImpPzYSIEcg+rRYIwz5/sZ+WpMUKpJOP+tfzDY0O87Ic/488Sf00fETL4yFhB5pLdnGft4SP8Fe/jM2Bm6WGehBGm24oxyyBpughYGTZwhKSvl7C5QI8ZYyKwjieyfVy/5nuLPqhlgYXtkFqWeC3n46wJn3/+5UwFulmTOcGA0UPC6CGYjTFrDZGiCz9Z1maPEzd6CGfjdKUTHGITBrBx6iirmOBsa5a57CBPcwFJupiaFm6RiY+oGealk2GSdOUCY8jiZyERZjXjHM2u5ZYXrmSDdVSoCbNZZhaCdC2cJESCY2zAAkJWAgsDA4tAJo6PNEHSZPEDBjOZXiYiYaL0iONY4MNiIhJmjTXGEWsNn39kiA9b9zFCF11WipgVYsg3TdiMEc4mOMQaPvz4lXQZaYaTU0w9GyPbFebUXDcmIpXw0Kke5mILGKkUVjLFi771vPOLq3nj6L4lvr9h2J6PMyz43tOvYSIZZCA+x4lYGrqCYp+JBCdNwRqtmzrJRCKOEQqRjiaIJPuYYxATgyAp0oh6MCmCZAkwwxDZXDJmkCSHT4Ux8ZMxDcLEsTCIJQOEMim2mM9w2NqAhcWm9FGCzJMwuglbMbqJM8Zqvh69kqCZJIuPDH6CpIA0YlSZi/fj8MwASQJYQIAUGYKcjA7A/nFYSHDEWsunR4fp7oWTRojh6CRmbJqEkSFt+ghY0xxjI1iwwTpKci5KwgjTZ8WZZ4AUXfgwGYyNkYx302vFCRHnhLWGv/zeEK/+6WjetbewG/N1dUGwyyDUBcEu6ArCPc++gpNGmOHoJKeeihIc6CY1Fyee7SdFCF/W5NRTJwkOdJOejxNKxPgt/okeYswywAARLCBOmFOsYhNH+KXk90kRxMxdmbgVxoLcqBE2YiISZh1jHLfW8qHHruS3s3PsJE06ZhJ5YYyJ7AhWLMEhMzfmSREgvViXNkWAKL1k8NNNgiR+LPykCdJPBF9OaXmUjRyxNrDROspLTy/wvhfP4KXEWlYkp5l4Ng5dIYxUAiOR4KC5lv98fB3nWkG6SPFTXkOaAL/BdzCAV/IoP+F1jBjThKwY3Wac6cAaHjf7uX79fXQFwe8TxMCS2DcDRMWPacGtBy/ipBlmJDPGcE83ocEeknMxrHScw2wBC7ZYh4jTQ9zooSsZZ45BukiSMX34FtKkTDHO+hArvSfG/SQsMebj9HAqEuYefoWT9HIDt3EOz9NFiix+nuMcbrVu5MHJXyJgplgVHWds1zx0d+NLJQin4hxjI6YF4XSKNAGCmTSWmQHTIk54ccxHogYJXyD3JBikCXJsrp/kk2OEM3FOsoZvPDuIAUSsMKutk/jIYmCxwpqgLzbOS741/MmuKwlYwt5MPhvDdLE3kVgU0sLeHPSdxru/tIo3P7IHv0+QjYYhbI3PsP/2GfZv04Kvjb6K6UQXI4lpJhMxkQIdT7CQ7iNJiLm4xfT+cQiFyS7EmYiv4SnO50L2YGDiw8TEyC2oZFnJJAfM0xdtepogR06FOWz1L14jE4PnxgY4bXYcYyHOIWs9CcQ4M/GBmWWdcYywFecQW7AsCJMkSm/u21v0EaWPKBn8xOhhOtHN9LiflBkggKgxnKSLiYiPtcY4h1jLO/9uiEAATqXDjJinSIzNM2l002+J/0laXTw1uZYT1hpWRk8x9mQEwt18KvN+buVG1ktyIusjm02ziUPMsIK/zfwJL7vqERYpXkv8Ns38vy3LwLQMLEuM+/1H/4yP8WE2ZA4xFV1F0tdNyIyzgSlmGeY2831M7J/ECIew4gnm4v3MMMx6jtGTnCGazCz6E3MMMhFbxSU5O99HlP3zG7DwY2KIZ4Ugz5/sZ/WpMbpTccb9a7jtyJUErBSrkxPMPRdhLtwNiTj+hQSHsxsxgXA2SYYAATONGc+l0OdsioHFAt3E6c6di5ClzVv9rEydIJxKcMi/luu+PIzhgxPpMIOJGSxmSRpZIpYPnzHFS+ZaPrHvSrqsFGusMfqMbpK+bqJ0L/olKbo4c3iK1GwMYjHGA2v5xtP9fHjDvYspjgb23OoG04K/f+oiTmbDrMocZ6Snh9BQD/GZOGPxQVJ0EVj0bboJZROE0gkOG8K3SeAjnRb2JkGIgCXm20PTAySy4tr7yRIjTEy5JhmCzNPP6sxxwpkEh9nEOKsYTB8gGJni5HOzIr8zmuCIJeb5jdMnGGcN55BY9F1MDIbNKczctx2fCzMe9ZGxfHSRFPZmtp+Vs2OsIM4xcw0fuUcQ8pFsmFXWOPGpecypI5ikCGDynHUOh831bJo9ztT+Bc71HWBj8gCnWI2Jn5QVIGhmMKw0vaTFFZ6Z5dgd/0Mq2LPEhxH23lqyLZiOMRybJY2fPqKQgu70PNOci0kX46zmLJ5ncNePeCr0CoxknKCZIEyCJCEi9BLJdHOIzYv32cIgkfJxgDNJEWIhbbIQ8ZO0AgSzth04PO5jjTnGYdbwpakrCZFidW6cCf8mTtiKcYjTF+1Nvm8DCcXOT80YBOnK+dEWSbrYPzbAabOn8CXivGSt5Zq/HQIu5nwu4MN8klfxSO68DR7jEm61buQnY79E0EqzKj3JdHIBsyvM2Ixt509FurGejmCkUpiJJC9yGu+4fSVve2S3WHxX7IuElbMx0se3LPjuU7/AZLKL/vgcJxZSEOpa9CuP5vzK9TO2X2nGEszFxRwQIL3oVwbI0kWCNF3ECAt7DaQJcGgsTDA39xm5o0t/z4omOGZtAExIp4mZfo49F8VIJDCicY5aG8U5RI9yeGEdKUvacXFtJ7MiZRUgZoXy7FqaIC+c7GeEMYaMBGO+tfzfrwyzEDeYSoRYkZjhUCxNMpXFsLL0Z09yKFc8Zot5mD7CpALdhM0Y0zK+MTNs9B0lNNRDcjaOEYsxHljDfx7r54OT38eXEz4QAKvPwMqVjxRlRQyyWUhnxM/nn7+IqUCYVemT9BndvILHcucdYBcvJ4Ofodhx5g73cNjqIUCaJCF6shGs6RlOsVpcj2waX+56HDrp41LrQf6WDzLELBOsIkY3PcTZwW5u4wPcyK28lDqdg6k1fPAREb+M5PwJQmFIJrBiyTy/Mk0AfyaDmc1i5Ox8JhdLxQkxn+7GzM054hnpIm4anJY8wRFjNb/3DwP4fAbnmbv44MJ1nMVuDCxWcYivchWfNm7kS9NX4sumWTU9yUwyihnqZjIaxsw9Hafmw/j3zZGOJggmk4z51vLph4d59uKfkc6Isj2pFKTTlih161IFxrIsHotcQjQTYoU1RRdRkkY3IStOVy5+BFhvHSM5GeXYVJguK0EK4etHrW5S0VO5aDJAkBQZujixMEhq0c6bTEbDGH5fztsTxObxuX4SOX/vRc4kSYgwCU6zjjJkThEmTrcVZ4w1fCN6BQEzpcRSaSCDYWW5nr9jgDkOsYUN6eMMkBE+PJvYxBF+Y+JLjMYuxpdIctBcww3/NEggYAm/MnOCHuIESOPDJJWFQ6zHADbPHmd6/wJWKEw2nlx8zmfjBoGnp0VwlLL9yt/+4ireNPp0Hn+weJ2XWH/x/r37XsNUMkh/fJ7jCyKOXRd/Cb+VJkYPcaubkJkkSJoT1iosM80cAwwwz8bsQR7jItIE6CIpFgHoIo7BJCsYYYq+7CwZM7s4FlNZ/6K/t9oa57C1li9NX0mANMPRCU7sipD2h1nTH2d9fJzjPWdxf2Ar/9fsvLR0TWy6YHZ2tuj7Q0NDRT8zNjbGhg2lJYQ33HADN8gGMU0K2Vegf20fx6cyuVVKQSpZQBrRRCRIhjRBfIvrzIZQ1GX8zNCHQS/ZrMEL4738FV9igHnmGKCHOAYW81Yvs/SxiWP8EZ/lnXydQE4LMMcgcXpyhEoPU1kImFni1gDTDJFN+3l2bIi/++/T6Q/E3b+IA5FMN8/HBvFZWcastcJoGxCzBoUaD0jQzRwWfivLAj3MMoCJj0t5kA9aty4SBym6eJZz+Qzvh1wQDBZxuklZQTL4Fo1jkAwRgkwzItRvVpBuFkgTFKQB/SQIE6Uv5/hZJOgmRRddObInQ4AwScgdZ54BEmaQFMHF44RIkjSDnGIVFgbT2X5WcwILiNLHi5yBYRlE6WOeAdIESKWDZMli+oYxFkwyUYMkgUUHLpX1E5lLEjAMMLoxLJPxmS4ef9JX1nUfWxCkcczogbgJ8QzgI5O7vmAxYw0RiGYgapKlmwQhYghnOIMdUsTpAYzce/K7p0hkg7lRaOYmUjBz32EN45BTfJ5iNQHEit8CvUTpJ02QpBkETFJ0QS5ok2O+K7c/C5inL+eK2gRuPOVjPNWDQTdZDI7N9cEcBMgwzQp8Zoos4niTrFq8z5OsUs6ljyRhAJKEiWLit7LE6GaBXrKWj6lUH/unV9FjeLv2MaubQ9k+/GTFeSRMSFhk6SVBGBG8hJlKmPgTWSDMNg5yDvsZZxUjTC9ed3HOPiZYxQaOc5I1ROkDDFIE8ZNZHIvZHAE5wSqyWT9JgszRL65p1sKaizBrBMlY3cqYD9FFcnEfC7nvDUbO+TdI0YWBSZjE4udmGGaUy3g7/0Iy62dj9FmeYz0zxhDGggkLJlhdmIRJ4ecidmHl9vUwryGLnzfznwC8ikf5AW/Cn8mQpI85Bsim/ew/Mcjff2djWWP+mYUBfFaWCWMNRlwon6CPDEO5BQqLk8Y6/LnV52jODvQRxcQgZfoWx1k3CSCnHMx97zjdi2T/KJfxMJeynb2sYJoFenmGl5EilBvXWSZZhS9rCvKVbtL0k8WPhSAxDUzSBMDM1RhEFJu3cncfU9j5bM6FSGf9zEo7j4+J1AAGYsyfYg0L9NJHlAAZJlhF2gyQTAYJk2XaNwyKvUGxN3NzFgHDB0YPZsbi+GSIBx8JFbj2huO3uPbjC934rCwzxuDiGMhY3SQJARYpQoxHsvgjYsyn6eM2buBz/BGbOZwbbz7CxNhEhDkG+Vfextv4NgAZAsSzQRK5BQ4w8JMllfVxKtqDSS8mfnpYyI1ZizkGiFh9zObuv4VFjO5FogigixSDzAOGsPGEwRQ2LZO77gbk7PwIJgbH5/sXr/sUK8W5W3CILSQJY2BxmnWCDH6mWIkvY5KN+vkRv8wf8Vk+z++zhUP4hLaC3ezgc1zPQ1Ov5azvHqIvEM+Rye4/S8Z94nXM8be8j89xjvUcQ9lpUnTxJC/n0/wxD7OTnmgMfzRLlh4ShJjLzQMZYH1uzpLXYJahxTHfT2TR/xDjVbxOZnxM5cZiOhsgmQ0SIsspYwQjYkJEjPmM1U82Z2/kmM8QIMevESSzOObF8yXvr6jDm8VPhH6i9OV8mz4MIGhkmDMGCJoJMljM08MkwyRzaneDLOOswWeZOXsYWnyyYtkQh05kCRh+LGOQdMbP7kOD/L9vbCnT3gjf5qSxbtHeZKzB3Hwpvo+R821i9AjbZolrMcsgaUvYmyTBxblvIRtcvPaBnL9nLZ65jywBsvhz92kQM3d9knThzySZPJXFzD1f0s6PmytJEaCf+bwAsps4/cwzzxApgpDNv8dZfEToW5wLVXszySoMTIaYwcRHFj/jrCaDwXhmhGAkg8EMXaSJ5+bYU6xmnTW2eAYWPgzSLCyYxNSieZbyy7FYjgW9lsUwJiZBFu2QZeEng0mIBCGCpOkyY8TjFhDGIEgfoi7jcTaQJsgcA8TooVtMFGKhhHMAy9UOAIv+nvQr1XEmFpn6cgvAtr0xHL6NauetXNaFoCmFP5/O+piIduMjTBqDiaywNw9xGVfzLb7PmwiSYR/buJY7SBFaPJdJcwW+iEirTOXsPAhV38xMSox5+jAti8lomB8/ElbGfHEyX/iVIduvTJiQyPcrLSymTeFXWopfCRZB0mQQaaMB0qRz10EuUoGw80mCpE25ZCvUVtLfE3beR2/On5/ODuaa3eeP+VOsIWUJ/1K14ya+RV/bza5l8RGlj5jVSyZlcOCkUGEGyDBrDBCPBckglpQDZDBz93mMtQTJYGQhZg2xsGgDehiLQSCeBfqwjAHSGT97Dw/yN/+yucxYSvg349ZqglaSrRwgQ4ATrGeaEQxgPmdvnuPsnO0w2MhhJsyR3HgQNlW2qElZfv6Qv2eQOY6ygZHc87yQe+43c5g/4O94J18X98YMYpFlimF80ZyvRxcZqyfPrzRyxzEX7XwaGUvF6CWRu96WsoSUootx1mBZBhPpQS7jIT7FBxlmmjQBTHzECHMOz3Gz9UGuz9zOY1zCpJUb8xEfCYL2mLeCTEyl8RPCpJusaXBsppcfzQ+X5c/PZHvxk2WGYbHgZgn7EFHG2xQrF+OKGL25uEJ817Tlx0QszmZy33sh07U45v1kiWeF/fWTxcrZgVTWzxx9mPQzwHzOdnTRRZqM5SdKHxFjgIwVJGF20YWVG8f2mN/OU2zjWU6xmgEijCAaqEVzcdEEqziX/axeOMjTXEAGH9PWAEZK+pVr2cyhxXM6xZrFMX8ys5JgJANRK8/XSxNkLh4kkLMNGD2YWYux6RCPPhkoa8yfinURMLKCL8jZm6PWalKECBMnRi8vWVvyFuzEAlYXL3JmLuY3F/12Oc4mWSWITaJ0WYnFsRihb9Hfm8zxB8mM8G2mGRH+fBbMmVnMNevYuKFvSW/GToEmNmsA0zQ5fvx4yc/N16Gz53IxNSXqNgSDMtxUHQxDBL+IyUE4BXbntOyi9sQQChrLZBv7OJfnmGAlq5kgF+ETIEuKLk6xivN4lgt4hv3GNkBOMGLqtxSS0DDAMgwM08QkQMYq0oXdgYzlx7QM/JYJPgNj0WFdeiz5rU18XMYon+N9DDHLOKtJ5OonXcgePsv7+BZvRU6S6Zxzqzqf/pzrYRo+DEs4jYNEFt8X5BCLq8TSOU7l1D5dCJ1/mMTi/8Ry5F4Ku1N1kGTu2vvw51zJdZzEAI6wGcOwryEYi+cCkDWNHNViT+zyGiwGHz4DsvZ1V9fT3Va41OtuYWBYJqZhoC4kye8slGD2O2J/Rs4hMxavCbBIyAkHVZxlkNSiMw6C5FURIMMmjnCQMxaPI9PyLcPIreKSW580HN/GWLwH4vihXBBk5lwySxlDYsUznTtnHyYYBt25yUqo4Oz7bBk+JXCSx84f8/LaBzDJWgGMoJ+uXFHsnLhx8afQtZfnoR6LAscaZkYQxXSTQHa3NhYDoARh/GQWSQA/GQSxYy7uI5sLGCRpbQER+nL3SCivLAsyjjGv3rckodw4F+gmTjJ3PjL4A5H2+Siv5B38CxYGr+AxHuB1ZC0xpiVMDPxkeAWP5f6vh2fZRoYAEfrpJ8IreWyRoF2urbEw8Bsmht9AMZFYPl+OPDTIWr7Fc5T3pI8IzjFvYNFFkjBx5JiP51RfcrRa+NjDhVj46M4tHslrLx55+/7Lz6vXPh9GnvMlVsjFl5Ck7OJ4zdl5MZ7FOLAwiFvdiCRHSUJbSFIkaxn4LNve2LbGtiVmzmZYhsdrnwtaUqZ97dUxUGhOEcfy8RA7uZ7P8WXewwaOEyRDL3Ee5ZV8hveRwcfbcmeayRFeWRc7r9qyPhawFYB9ueuXf93ji88Y9LJAP8JHmGfQxRaxeO1NfPhygYd8xsUYJ3ecACdZyzrGWM8xcYFyY0Be94e4jB/zi7ySHkIkeT+38TivRGhWDZJZP6Hi/EIeyRnLXfuf8ws8wqu4kL0MM80Eq3iUVyLJgUXVVW6czzGIHPMbOLa473kGmKcfOUKGcgFV/lXJH4uo85rDBjjtjeObLC6IgVDEOe+vfc4gVfwWBlgmWcu2S3LRzcA+FyPnc0glmnzCTXWffgN/1iRbJXvjZudV30Z+b9XO2r6LlfP1xH/I8Z1v55fO3xHlfvWyQGRx8VIcS/qI/YoPJLGeE0QYyi1jud9jy8jNsZawNwEjV+TRhBVML57PFCOQOy8LmGKEJF2ESRCjl3FWM8WK3MK8QQ8x+onyMeMTjBkb3OdU57Ax4LTsMf6SPyVCH33Ecouo5HyGPsIkSNGVOx+BEWYWdzDJysUxfYK1XMhTOaItyEFOz313X0E7YOXIMec4A/m4Sx/Di53P4FPur7x24v6yeK2kvUnSzTyDggyhB3NxbpBnaD/ni/MQtp23LMhKW02AtOUn74NF4MWvpMAcC2ZusVAcyH7urZxPJ+289GPsZ1GQPfljvp8IFsaiL+88B3kd3b+WPTcWGvPy2pvK85y1DJI54jxMcnHeAAMMn3Kt7e/snPeWY2/UWOos84VcPGiwl+258Wgfa45B5higjwW2cHjRBuRfD4sL2Mu57OcUq9jIMQaZZyUB9nEeYDDBKrbxLC/jmZyvI79Z7srlBl4hOy/HpWrnZQaYhOrTm7lYysDifXyOQeY4wWn0i9VhkoQ5ykY2cYQ/5tP8Jt90HfNOO49h4LME4Zex/EsGhnPxUGYIJbJ+MHO+tqXExFa+P1corhCxkyTt7adCtfOBnJ03MBYpZzWut/At2ngL4a/a52DzBfZxbYwwQxcpEoQZytlJMe+KuTVBmJVMsoKZRRsjx68PMdb6TTV27l/ch3zGbP+mkK/nza90ZknIMW9YJihz7FNcwLNs40J2c4jeJftZzQRPciF7c+2E88e9GGczDOeOCWsXr4v0De2xqNpWpz8/eM5asllRN3dqquDXaltoYtMFQ0NDRd8vpej0+XysW7eu5HEGBgbKOKvGYGRE1IibnhaTaYB0LkFCTPRytTdImiBZgqSx1zMtgmRYa5wk29XDnG8Fq5LThMwUk0Y3lmUsOk7dxLAMH0krTIgJtg2eIJUewsLHQjbES+kNmJaBzzBZG/z/2Xv3OLnq+v7/dS5zn9nZa3Y32c0mm4SQACEQQBSjVoJF2/ptgRRbW0W/AtWKWtAAbbXWajG2YC2tcrFfFa1Vufy0Xx+t34KXdr2BEEhACJB7drObbPY+szvXc35/vPez5zNnzpk5c799no9HHjuZnZ05c87nvD/vz+vzvkzDJyfoRm5rw1SqDfGkhPe+34fhAWXFUPBRJBmPoePwSTc+/s8SPG4XetRZYG4ekICltBtHkwNIaeQkD7jPwq/EIUHDrNSBW6OfRxhzGMXAirmMwbcyof0uvovF5cgyDQpUpCABK98zIC3BjSQ61QVooTak5oF+XwSuCIlDQXcCG/RRTGircEb3kl+S1pDSKRrWhyV4EYcfRkeAFFxQkUIasvE5WIQLKfQGInB3htAdOQJ1XociS1jw9GNt+gyYUyS3t+FEpAPxBUBWZbSnp9GJaSQVL46k1tICWQYkXcMW/wkE5UVEPN04trgKbX4dX/0nDdvPze0IaZSdg30vaXjXx3XoKRnK9CS6cRayIiGRAE6m+xFDHyTo6HbNoyN5Gjokqjkir0dCCkDWdHiQRFyncZeSXHAjRSLf8rjzIbZy3lWkloUdWvCw1NxNOISjGEZfKIqO9Nllh1/HojuM0cUOSClAUWTo6TQUPUmLRJ3GPBPcaKqkuGIXNLiRhHu5REAfxqG5fZhTOinaRNYR8CgIxGfQEaMJXYGG/mAEo3EvNA1olyNYJU1CdUmYj3twJLV2uZVfGmtcZ9DmjiGZBEUthTsgq8DHP+LClvX+jHPNHItEAohEgaVFHZEI8OtDKr70PcClKvBEZuCLzwCQENM9OI6hlc/qwwS8UgwSgJTiQyLlhg8xzEthSLqOBFxIQV0ZjymoSEGFBIqWdUkpePTEylhkdiCsRrCotFHncFcbXKkUVD2JdTiGIRzHpNKL05oX0Ol+CWAxY2EVW46uASS0YQERtEFBCm1YAKu5qkPGbGAAkaU2BBHBpfoz8Hl0BFPzaEsZM/yc2oVeaQKhZASSBLzqOR9D0lks6l48HbsEb8aP4cciLsKzmPP2wyfFgHAYk8l2xJMSPvgRLzaudZbfceiEG5+6X0LA54I3NkuFjpYv0qK/C0dmvEhrwKrgIjrSU+S0aioOxdciqEdBQmYCZ9CDdswCADowiyAiK2M+AQ9cy96VghS5kBItqAY9k4DHi9GlDigpoL9fgTs6B3me3gu6jnlPN8YTXuianZ03Ikt8iMG1vOjVIRljXjoNd9gHqbMD0/MS4jFAS6ro885Bjejw6gl0YhYDoQiORTogpcnehNPT6JKmkVA8OJIaWnE8ZUnHZu9JeNKLmEQ34qEe6LKOd+8G+tpVRKPA4qKExSVq1LAUA6KLEmLL3el1AL4lGceOAy5ZQVtyGm2p6WWb4qGUTIkEwT59HF7EIUlAsmMVDs958bP0Toyob8ZlqV9AA/D/4XfxOdwOHTKuwE9Xzj3ZeTr3LE3ZgwRcSKIP41hyhXE67UWbtgC3kqb0e08MKs5gRunEyYgXErAsvrpWxnwfTkOBBg0y5pYFAxlUgEFdfk16+dl2ZQExdwiyDrhcOnxuFerCDNoxC0WVkUrpmE71YFAehzeVwAX9M4gsyVDmZ7CoezGqD0CSJAzpJ1ciyc9I/ehUI5hXO4A0MLRWQYfPy25Bbslm2B3mXUsSMLMoY/Q44FZkhBMziKSCWEAIS/BBgQ5t+dyv1k/Bgzhi8OK4tA4LIDvjlpJYpx9f8ScoUie4ct7DmIMLaUgSKNJ5+TcaZPRKZ5B2eTGFTkgJwOVW0K7NIpSaAROXp5QeTHL2xrUy5mmRyTawlkfj8uKKPtuDBFQphbWeM3RvRTug6oAs61CgoCd5akXYdCGNdmkOs65uyEkgHFbQ752HNjePJd2D4/F+KMry5pQGrPZOwyfFgbY2xDxhRGMS3vdePzYMOnPXD59047P/R0LA64I3PkdFwgEsaW4cS3qR1iSosoYBl+HbnEUXTi56l+c0eeV60JzJskOklXPvkVJw6Wl4EF85J4AEFSkMeiYRcwVxIurFIoJwS2koWgIbcRiT6MGMugoTaS8kHWiTo5jXAujA7Mq4p4WbhLU4iUPyuZA0+nRleU6HRAu7NeoZxCUftHA7kjotmlVJhTQ3i3bMYp02Cm86jogewCICkAG0KwvoTp/BFLrwMs7BhXgex+CDtGzHKKVeQRemcUDejsjwRRgILAsfOr92lEzpisTsYi9eObIF2/T9WNCDnD8WxQza0YtJ7MeFmEI31spjAHQMeCchLdGbROUQ3FoKO/E/2ImfYQCjYEL0HdgLHQp+iisgQ1+x0YYdUNAbiEBva8PoaaCtTcHq5XEmLc83S/5OHJr2QtfJ3rj0FFiZkNTye7Ax70UMLhjzOLtH+jGOhOrHkq8TPpkahWgpFX2eWUgLMrxYwippGgOhCEYXOyAngWBIQTA2g2BiBkvw4CQGV+4sCTrWYAwBLGJW7cK8qxvQgIEBCV1+FzxewOcHAj7A66Mmfj4fEPADfr+OgB8Ymwb+9us6kJbhmZ9Ej3QWiiojntDJr9T7IAHoUObRnTb8yuPSemiQ4dOX4JHIr3QjAY+UhKaTIG3IImTnV+wddLiXY936MIEltQ1TKZmekyhCbg3GIAFY8PZgLEH3V6drEdPxACiWePn6SSpiOglnyvJGtdmu6ZKMNcppLMGLObkTLg2QJB1uVUE4OYVwagopqPBgHt3S9HJ5FmCwcxHe6PK8p7lxPEXlBqBrWO2agk9JALoOKRxesTfvv8mHjYPLY8FiDcU/f+iEC3fcQ2upVa5ZvGnq5/CmqOTKS9gKCRJkTcNq1yRCrjjSKQ0TiX5sxCF0YRqrpdMY13szzwcUrMIkPMv+OmUusPOdRBoq4vDAgwQ2+E7hhdRFkFOA262gI03zPBvHZr+S+d6sUaR32U5Ly2s2Guskh/kQh1tK0ZwSXMR0MojXSM/jvMRBzCk98KaSkDVt5W/cchrT6MF52kvY4X0Rp7AG/tgMFuGl1PDlk6boOvqlcfixhEVfJ5KhLiRSwJ++y4ULNvsRDALBAK29rdAh4cXDbtz4CSAeUzHgnUYgMbPy+7PyKhyNeMnmqRH0SWdW1hWHUkOQVBmJlBuu5YxDfr7j7bwbyZUx70ISTKSmdf1paIEQTi52QdNkeJUkVuMMhjxnIC2vpcaW11KyIsOlpaFoyeVtUspOTCxvLvlW1rP6injsw+JyVGMa3e55yN2dWEpIWIoBAa8L3eocNkyPwpuiEmFuvwvyIt07YSWC7jSJgnG4cUwahi7JkLQ0NrhOoN2zhFRSpyyyzh4oLuCBuyRccr7LUdr2cwcl/Pb7gfiijKHAWYRik9AhYS7pwz/GPox78BGswzEsLGcAsuybaXTiH+U/w+pwDGMzCqTlMS9Jy5ltuoJZtC9fBR39OLUyFqXl65GGjE7XAubkMOQE+RPh1Czci7PQJQkeJDH38gTUgT643aThtBpC2CyC6elpDA8P2/6+v78fo6Ojtr9vJLZtoy7ME4ciCEopRHU/XFIcikuBlEwjqVN4vQwNflcKPgXQY5SikYAH7qAHoVAQyplxxHxtGLqsF9JzHvjiS8v7Ocu7zJIMn5xAKk1pGHIqiba1HUBfH9rGJzB1OILZdAhtUgSD691A31pgYgL6+BgiLj9ec2UQH7xrwHEtCU0D/t+LVDy4fWkc0lA/0NeH9vEJTL4awTxCaJMj6F/vBfrWARMT2H7yJ9iCl3AWPVglTaFHn0AMXryKTQAknMEqDGIU4+hb3rlOwaNqSKSM2UmXFIT8wGDqFF6aC0B1y3BFZ+GWkpC9bqQ3no+2RDfcx8ZwJt4JAPDrkeVQesCNFCTo8C7XpNKBFYdgkdshVpCGKuvoS49hYmkTrjp3DO2vSojMaZhNB9E51Ab09S2fw3EE3SGovV5o8yn0pCdxWurHab0P6vLnpDXAJUs407UVM1MTCJ0dR9rVDXfIj39+YjPS/4+Ey1TK+idbBOg6MLNIzZHWp2dwTBrAmXQfVmkT6NXHMSmtggSgOzWOM0o/Zr196NEmEIhHEUn7oSANj09CIiFDS+tI6TJ0RYEnFIS6oCOdBjyIQQGlVZPjElvZqdMkBT4pgXP0V/ETeRfWSqOQ1vavnIu28XHMukPQVC/a5AQSSylE4YdHjkNSFMipNNxaAisxZbIKSXFBT6ZXygToqhtpNYQ+jEMPtOPCKyiS9skfJtCeOA2PW4fqDyCRaEf74hhOohOSDqx1jcG7jo4lMD6BM69EMa+F0IYoVm/wA33DwMQE/MfH8dJMG4a3+bD7o+scj/lrNeC5a6iwdEfyDLS+foQ392H24AQCE1EsaCGEEEWoP4j2zRsx9/IEpifieBnnYhv2Y1LvxrTUTRF2y3vOPTiLE9I66MuRUSEpCq9bg74cbCkBSMoe+Fw61kljeCnpRzDkRTLphytJHRDn5Q6cRS/69XFMohsAEFhOW8ayjaB6V/6VMd8rncWMux9LSTf8GtmSRQTg8wBrlVN4Xr0Yb3aPoN0dwwVLL2Je92Bc7scZmcbagDyONyi/hKqRQ3pCXo/2tWGEe/tw4MnLcWXsR9ABvEH9BZ6+/M9W7pNZVxCXvjmI9/7VoOPz/gYN+P5+sjW9ScPWYGICbadO4rjUDkUB1sknIQ30r9i8M4ejCKYiUEANx06jH2HMQ0aaFl/LDqAOiv5tC2iIS14kooBXX8SS7ocn6EbfgA/6+DhmXCEoPi8W55LoWJqA1kvXf+7lCaw6PYZJqROyC/CmI4hofiiIQ4NCadUraVQ6fEhAlnToOt1TaUlFW5cbIVcAyplxjKXa8JorfTh+HJg4FKf7INQGFbNQEkn06uOY8YYQlbxwJ7LtzcpOtA4cSG5ZsQ1n57qghP343q832ffzkAD4l/8B0NsB9xTZmy59cmUM9KQnKIJMDyEgRZHyhjDm3YSOxAR6F8egoBOKAqySJpHyhbCQcGMsPQAXkohJfng9MtQk2ZvU8oZSfDkCW15eCCQlL1LuEDZ6xjAV7URYmqcSIl433JdsR8eZswifOonTSjt0ncZ8RA+tiDd9mAB0WmTMI4QAokhIXiR1D1QsQgKlLrmkFNZ7TmHUuwkX7XTjxAng6PMRbHGdhocba4uHg9CSOhQFCM8eh5bwU8rSOX2Y+mUManwOQSxAkYDImi1wpbvRdWYcMSWM11/lx333DWN+3mhiwP80P5dKAXqYnfskOvSpjHPv1+nc+xHFktqGU57laxKPYk5vg4I0vF4JQ6lx6EnyJ2YRxpK3C3KcaqcGMQ+fW4Mr5MXC9PKYB435tpAfyplxLHna4Al5ocaS6EucxtjyMfRiAmulMcygE9Bpjo3obMyrcElpuPTkyph3exVImht6Qlq5vu6AB70Dfrq3vG1YNeyDJAEnXkxgDcaQhBsJyY1pvRN9yiTkYDuCbi+8qSTCyz6H3tuH6WdiiFDQD9qCwJpLmG9zCsfTAVz6+iA+8Jk1Bfk2T7xE9qY/eWrF3ujjEzjLfBsp07cJnhrDhNIJXQPcehwe0L9unIUbcSwiiMRy+joAKHoSbQENXl2FvkjnJAUV7qAHfQM+aKdGMS53YFHzw404ErIbc77VWEiFsTo9hrMynfch6QRewJaMDBQW3boGY9A1DX43oLm9iEdoAzwGP9q63Fjd7Uf8+Dhemglh/QUU6Xz0+Ti2uCbgGepH12Qa6pILyZgXsq5DlnSsVU/hJPpxGn34x/SHcQ9uxTqcwCS6sQQ/QljAaoxhGt24P/hRRFdvQspDjflYcz7+p/m5UAj45JUfw/qffwDd+hna/FFUBPUo1mvHMIN23IebEehvQ/uy7V078dMVB0mVNezyjOAzSx9FF84ui40uSADOxUH8Az6MO3EXfow3IwEPfJwd8Mgp9KXHMJ7wo2dV5jhjNiB86iSOy7y98cMrpaC4yLdJaIad9yABmh3lFX8+KXkRU0JY5xnHqCeMC6/g7fwEUoEwVEVHKJVErz6xMucEXUn0Jc7glLsfp6U+yPEYjKJVwGFlM3r1CfTr45hJdsId9iPatxGLzM6nsVKz2gpdB6IpG79SM/zKPn0cE3I/plx96JcmEEws+1hSBB4v+ZVqOg1VjyMm+eH3ylATZOfTkOFRNHjbvUhPqVAQhwQdmupB2hXEoDZGq5m0Do+UwJzShVPB89CRmMBqbQyTaie0NNCfOI6IugVLKTdcy4JOQlKhSjpkTYOuAT7zmJf8cAfcWD0QQPz4OBaSYQyspzE/eTSBLv0sxuV+jOpDCGMBvfIk3HIakiShL3EywwZML6+lOqR5vKH/VYTDEubmdBye7sCxVACXvD6IGz/pfC21UwP+77Nkb8LRMez0PY32VBzpFHAkvo7iT+QI1mzwAX3raS461AYpRdd/h/4rfB+/TTU3ufE8jw4koWIVzq7YHR1UIkSDCg/iSEou+OQkgu4UVL8XbXISfYuTOKkZvl6/fgqTyxHSAUQQhR8y4khDXZbytRU/SkUaqktannP0lZIbAXcKQ9JJxNRN2No3j9CpBCZjHoS1GUCSICkyNN0FNZ1EXPKgS5nGWvcZpJMuTPj7MePug7oQQzpNn+PzAAOv3YS5lycQPjOOMbkdl+/y4YN/79yfX68Bq/8PMP5qBF3aGUiDxn2+5tQYTkhkz9cqxrrCNz6B069GMZcKUb1LtwxNk5FMuakGt+RHoMMPeYbmWAUpuCQNScULOaWvbPq1dXsQcgUgnx7DKDoRRRCdmEdHIImOi88hWzM+jjl3EJrqWVlLReCHd1k/OJjcioP6ubgQ+7lAHQmsgVc3pvAcLsIL7ksx5D2N44kwLruCxvz+n8XRvnQKvb061AUfkEjAlY7DrVLpnSF5DCf1bH8jiCgm0514MWasOY9Okl+554GNK+K9y0UNPO1+qirgaQMW55LQJqdxMjCAWW8f/LEJHMFqfBhfwMfwdzgXL0NBFJok45iyAZ/CX+FX8hW4JPU8pjxbsJh0w6MvAhKQUrwIu1OILfkhabSu9y/3h2A1YBNwwy2lsEY6BdkfQLDDC0SSCC2dzvDn5TPjOLkQxOW7gitNDVsJIWza0N7ejunpacvfzc7O4pJLLqnyEdUGWQbes/oH+NKvN+KM1g0lpSGh+KCoKtJaCqkUi5CU0ONbgC9OEUZs56vXPQXXQB9OLgTRtjiBC7pOIbC2E+orJxBFAG2QAQnQJQmLuhdrcQwvSVvxI+/b0B1qgzcNxNr64HLNwpVKwOUGoqE+ej7Uh8mzQYSXJnDr1kOQ5asL+l63nfcD3PLERhz3bUJPKLjyWR7PLFxL2Z8VU4LLTVTa4UGMi15KIg4v4vDALSXh0kl8hOJCZyAGzBlpKi4tBr8Sw4R3E9YsTOCq0FPwJk8hIfngUhREpBCioT5MBoNYEx+FrkuIKGEk0y5okOGS04jDB5+2BAVppJejZleFY9DnlJV0MD+W0B2K4WB0E1YvTOCd4e+jxz+NV6d9eNZ/edY5bF+awPu2PYUvH7gME8FNOLNIIimlalF9U5e2iLExL4A+BOQg+tITeGP6EF495Py8SxJwTeAH+O+ZjTiqbMKCHgR04LTUhyVXEAPpUQASjsqb0DEYxMUDwOhoH/Rjs1SfTAbSqhs+LYnFtIJZdEDS0ujyReFa1JBKK/AgiZArhnYpitlEYMVxiUohKHIES1BwEZ7DgDyG427u2i+fi77UBP5yO52L055uxOIaYpIx5n3LQhogoatThyuShp7UVxYAA21T0MJ9OHgyiNULE7jtvEM4cAB4aXEjpnyDkGQ3dB1IhrpwSt6E/sgoZEnCRDBzHKrqLNzJBFSXacwH6H3fs7rwMX9V+gd4aXEjxvybMDgQRDoNuAb7oEzOwpVOQFEA1wClMajL9+1DkXfiU3gVvdIkpiUNCzqlqvZgEnNow//1XIffiT8CWdfhktNo98bgiS83SZEASdPQ3xHDRIrG/DWrnsIzp/oRl31IQUFYXsCU0oeEFMRgchQSJMxJYfhSS8vjWcK81I4l3becbiujzb2E1Z0xnDztoShcScaS7kV/RwzHU5twLL4emzq/BwB4Y+RH+JL3Q5hNBaEAmHH1QVOCeG3ss1gfOI3xSBv+y/t2eEJ98GrAyfB5SMUUKNDwRvVneDL1kcrYmlAfJt1BDCzRmM8Yi8s2L5yaow7qkhvzWog2GUD1GnuVSchpilRdhB89oRjcahSvLlISs0tPoNc9RfZkeVy/vfspfPvoZRnXn13nvsgoJI06h8rQEIMPkqpCT1G9rpUx719EW2oJUkJHHB7IehprvFNw9Rt2/qr0IWx7G3VsPe7ahIjSDT12ApriwoRrEH3pCbzvgqfw4IHLcMq1CVNxsgO8vfFiEQu6F6elPizKQazSJvDGwCG8Klmfe48HFOnA/QsEgN9Wf4CvjGzEcXkTolIQXgVYQB+8cbq/IAFyfx8uWLY1B08GsRqjkGUJKdmDtOqGO5mEBwlEpRDcSGAwOA3XPNmbNFQElRjCWICUpuujIole1xSm3X2Ia0EMyKNYpZ1BTPYBqh9JXc26/lE1jIWYe/m+kdClT4MiGDREEYAsA6tCMUwteLCkB6DrFMkbVBM4Im9Cb5xszf408KUXN2I8kDnWXvZuxxtSP0aHPI+NsRfw3cA7MTgQpAgHbwzt8VMAJKhyGhPutVC7jOv5Fu0Q+vuvhoNEFOg6sLhIIucv//oH+OTXN+I4NiGCIDwKMKf3wZekcy/JZH9W7PzRWVp4Ltv5DanDK/5EFEF4PWm4lru4hjGPdl8MLj2KiL485pHI8DnaFydwff9T+PeJy3DSQ9c/qADz6T6k9SAG46PQNAnTWhgKNCRkGvPxRGp585DGvKoCYSUGKUHH4kISG9qNe6s3NYF7f/sQAOCDhzZiTu1HYok2tGZcPTgb3oSOpQm8bzPNKyt2QAN6QjHMR0iJ7w4uIp32Vt23mXQHMbg0ikvwK1ytP4F12mFI0NCHCWzBS7gXt2DB1QklpSGl02ZHTyiGIX0K0iKdEx2ScU6Wx7WqpbGo+6B6FOzYtIAfzm3GoZNBrMEoZEXCmGcTQokY2hOzSC+nWJOgkEY/xqFDxurORSQTUYxJAUT1EFQ9gbC2/DnLc+F719C5Z+N+dcAF3/gC0oobp9zrMJhctrGuTYi4gvBLwP6lS/CR1D/gI/gHbMVL6JamkYQbz0k78LD6h/jAu6P4jb3UQbeQxuhr2qP4jP7neLfydbxB+wlkLQ5dlvA0duDz+AieUy7BhoH2FdurTfvhidNO4DHfVtyy9HmEMYtTWL0csQnEJB9O6msxgFH8Kb6IZ1yXYyHpwyICkEBCWncoQf5eZAIfvdg0zizmmzmEoeiZ/jw0I44yKC2iXZ5fsWkagF7XFOY8fTikB9G7RPYG5xl2PopOdCRn4ZI1HHdtQl9qAu/b+hS+tO8yHEyTT3fZAHD8QAzjczTmA+oiltxeTGt9iOtBrNYn8M7zDmH+8qsRiSDjXzxufc5z+ZWLahBr0uRjnfRswpIShE8FptJ98KRn4dIS8EqxFb/SnTbs/PrQWShT2kp22mAPzbGsdquKJIaW/b2XTwZxnvYc3HqcaqGH+nHB+cacsmrZtx0PbEKnEsPZeQ/icgCarkPVEuhwL+JsgrL42n2LcCnLYx50LCv31vKYf//mQ7hwG/DBf9iIY9omzKeDiOhhpHQ3lqBgk/4yoghZ+hVvSv0Yt0mfx5aJw3CPx5GQPHhZ24hvJd6J927tKMre/J//N4N3pP8VO9M/gaKnkZZUfFb6c9yj/xl+7bkkw9685LsYly38HAD1cfGnYljSPBnjeSK0Ca/On4M34L/J/5AkaDqWfSAJq3AGr7ovwI+8b0NfjMbZlw9ctnKP+yRgNt2HpB7EYILO/SzCUNIaluCjDSw5Ba8WX/ErJbcLnaE05CkdacjQZAUuLYGwN4Hjrk3oXZrATW88CPe3UghoC9BkFVhO9dZcXsThQyg9C78cQ2xJw0s6jfkLBoBXn47h7BI1IuvvIDuvcmvjXanC7fwX3voD3PIK3XtZ97k0CijZ6wpFoTGfkLyQPG6oSxSQwXzGoD4Lj0vDUoLsfNgbQ8AXhTKdWrYDcoa/tzoyirSkICb74JaSSNuspcaU7ix784+pW3AvPow+TKzUXfUihkGMYh5t+Jr6vzHlWY2Y1mbYG2BlbrvMfZQaFSpuHJc2YXXKsPNzchCqDkyiD4HULEWfy8AZqc+wDRZ+Jct2SyRynHwAV6Z+gP9Ob8RheROisSAQA2bRhyBm8RReg3dLX8cm9wmsUqcwpXfhqDQMf2Ia/foYTng2oT9I65clOQBIOtRUAj1dCUSS7ZASFKHpUjQk0jIWEaAAGyTQ05bAK9FNWL04gWs7n8K3z1j788WMqWZBCJs2/P7v/37OzudXXXVVFY+mtnzw2glcuA24+z9d2HdcxVTMi2QScLlVeCQdbVgCVBVt3iT0JR2qrAOqjM4AoMluzM8Dl+8KYlfqEC7sPYPubW/C5D99C67ILBSdopFCUhQd+gyC3jR6LxrGtlVtOHiQakS43cDlW+ZwpedneCJ2BQ7Ot688v/31Qdy69RB2bpoo+Hvt3DSBez8M3P3rjY4+a9XFA+j6VRw+7RRi8eUaWcByuWIJASkGTVIgyRJW6ZMY7InhOCS44jLkJLmLQTWNJUjGcZ/+EQ6NerH0jILFKHDkbBvmg/S9rjv6RUgAvjRzPXBKhaRJUPUEXD4VocQSAtoSVKQw3DGPqVQ7krIL8nKtFdZcaHhbEDvOHoLv1GG0+xPYNACEt27FwaPIPoenf4QLf6MTH/nBRsy+RJEfiiRhrXcGsgxMLnhXIi9dHUG8MXAIw74JHFFy72653Zn/vyw4gbVrgS8e3ojoWZpIFAUY2hLEx/Qv4uRJ4Dvr9iAaBUZH6e8vWDuHHdM/hi+RQjKlQtNkuFQdnoAP3UqahBEAAVcSnfo8/H4JisuN5FwS7iRFmM16eqHrHrSnp/CWwC+wcee3cLd6e8a1N58LqzHfrkcRxBJkt4qE5EYs6YJPisOrphF2p7GYcKPNjZVzL5+ZwIW9wIfeBvwifRnSPwGSOjCv+HD5riB2H/0iAPrO/LG8/oLyj/kLeyfwobcBjyuZY/68gTlcvPQzPOO9ApPcZ12+K4g3PnMML8XfiDXyOHrO/Bod0jTi8OJ5+SI8oHwAadWDP1K/hWBqDgP+BfjcEoLx9MqY9/sURE1j/l9OXgX9RwpUGej1R9DhBZLJID49QOfikwevhzcVhyRJSOkqkpIHcHvRll6CT1/EOe1ncFKX0BbSEYwsQoaEtEyNV7a/Pog/Hg6h/T/IM7mudwT3Lv45OlyUwra0BITiMVzmOYgB9yyUDeuxfu2gcT6kEM62n4NN8efhS5+GduwE5gNDFbE1218fxK0p+s53K3uy7NAbDx+AHElBUlREXL2QF3Vouoxu1wLaPCmoS4CqJ9HXnsQpSFiIudHdnkLS7YUrkV6xv+zYe0d+hN4tnVnX//JdQbz5mS9iehr4nvd6HJlTsSTT/S67VbgSVNIhLalw6UnoabLzkqLCo6dxZtaNtgBv5yfw+k1Y+c7zIz7E41Sa99KdCm7anmlv5l8iO6DKEoaDM9DSwNmod2UHPbw6iFsvPoTXrpvA3O+RYMmLl4EA2RZLBifg8wF/9YuNCPNjIDmH3/H+DId6r8AZd/uKrRneFsTvH/siBgeBvjNxpGcpDbDTH0NPmwJXIo1kggxhwJVEmxRD0CfBLXkhz9H18alJ+NrcgErj+lMbvog3nT6I8VQ3xmKhlc/KuP5j12Pf8S4kZ6kTtSzpcCk6/FjCBeqruKB3Dmfi7fAmdCzFFcgKoOoJqKqEpCeIG19LY3PnJtB8bRproR3n4JwjS3DPzeIdg89jfENw5fc6JFzR/iIC0SSSmoyDkQHMuzKvp1Mkybgm175uAhPjdO7b+XM/M4e3W5z7bUNzeN3kc/Clyc63Ywa6CuiyDNUbwJzSBVkB2txJbPGdgc8tYT7iRjiQghzKHPPs2K+aozH/V7/YiAB3DMlkEB/u+CIWo8C3pesxFlMR0cnOK24VbckIgvISdFlFAi4sJj1wqTp0WUaPL4FTMTfc89n2+J8+DNz9/w0jeHCBSnBoM+ga9OPzb+XmFf7a6BJecw6lEU7OezPHRpV8m+2vD+KTpz+GDS98D8nFBFLLJVaW4MWFOIAvSH+GL3r2QNEoWrPfH4EOCbG4vHJOfKqMee6c7D76RQQO7YdPUpBOA5GJCNxh4/7yB4C/XtwDV3oObVKE4jR1QJEpv+Jc5QhWqzNYXPJCcbnR00F2TVugOVa1OPds3E+9ML5ibzzr+vC1jd/ByZPAh0b3ILg8BtLTEg4tnodb9PtxnvcQuoIJTCS7sF/fhk++7r/wtosnwJW8dcyFvRPAb/XhPvn78D9xNTqTZxBR2/F3PffiotgvkPDOZcyxOzZHMHz4DP3tOUvY+OwrmJJ6yPZpFL0al30I+9KQYgq2pl/CNvnXeFLZgZSkQNMAnycBn09C9wbyOX7T9SNc+OHO3PPN2PVZvk2bmkIwuYSkriLoScEnY2XO8biQYdOYvQE4O//f/uXznsDFb/LiI+cfQt9Pf4QDvZ14pnvjik/n80lYp89gIQLA5UVbr3FPfuC1h/Cn104AN2Sf21QKiEYNoZM9jkaBru9P4ILjwOf2b0T0NM0nsgwMbg7in4e+mHX9l5aATn0O71/7M/SdiSCeUqBpMoKuBHq6yM7H4hQrGHAlsbaTmhlOzrqpnqsswSulMvy9d770GPriZzDlX4uYK5Qxp7z94BfR2QX88OI9OPjkHMLQsZCmABBPOgEvkhl2IJEyxrwrkc64t/gxf9Obyb52uYB0PAwlCuiagk9u+ia6N7Rn+RXvGXwcfzb6UWjJNE7rq7EEL3x6DNvVX+OK4F8gqL8DQGFiyE79f3BR27cQm09AS1HruZjkxw71AP5N/d/4/Jq/x2Pzu1eOIbBjC7Y8fwbxGLAGZ+BRJCQTesZ49voVPOl+G648+0NISCKpu6FDRkiKoAdnEZXC+GrgT3HhzjbcuvXn2Hn6R5C6yM4HTXb+0+cYfuWErkJXvRSFq6to88RX/Mq+jjjOpIJQFACQ4FGBdi+N1y2X03m/eIMPZx/vwTrtFGaUbmCRamYmdQVt7TKGFs8gIXvR3aliuCe4MuZdbgnrXTNIJIHFJcPOFzPHrpz3IvzKLavn8Cb1Z1gT05GeBtK6DElVsKpbgbaQRiThg5YGPHISnWoULreExYQbXoUKTumanOHv7T76RZw3Oo645MViNIKxkxpcHtnRWuqQ5yJ8P3UN3hf/4nIjYQ1pxPAUXoMvu/4EL4Vfh0AOeyM/ubBi51dfugpfaTPsPO/rdUbm8NudP8MPl67AgVmKWJckwNsVxDuHD2FzeALBc40sw0TCPvswlaLyG8O+CWAAeCy6EfpyFQBFAS4dnsPl2s/w6OkrcDy4HWdWxiHw9xvvw+Dg8jV5cg5tIcMGhJQE6QgdLvSdnURUDSOeohJfcdkHl0uFkkqAX9dfpfwIvW+z9ueLHVPNQE2EzaNHj2L37t149tln0d7ejksuuQRvectbcO2112LdunW1OKQsdu/ejQceeACzs7MZNTefeOIJAMCuXbtqdGQ14IYbsBPAFX9DHbYmJ6nmZmcncMG329B7mHZev/rXAXT8nYLwhIJAUMK/fz6EqSmq8bBtG1Z2Dh56CHh6w1vxF9E74T+xD9B1+MILGB98Df5KuxWX/MlOPPZH9FnG3w9BlofwAc38PIrfkWDfK+s9bT7r/G0Yfc3r4Pr1fnQGY5ASEqAD523QMRnV4To1hXTXapy3OYzTpyX81jvW4oP/Kwz/Az70P0Ufee8tbvgvDHPHfTU23nUX9PivEYkAH/+zEAJb2ffaAwB4hwZM/UEAystAMpnEdz+v45K704gdDyER7MDTTw3h058GvCfDuPhZ+pz5NqD9TWH85V8C3/jG1Uj+81eBzj60+/34yr/34MDzVufwahx9CAj9DLjzTuB1rwN+/vMwfvjDMDZtAp59loyzogA33wy8971XQ1WBOwqIZlg+8XjoIeCc/wO8//3sc4Af/hD48aY92Hkr8CuL6//Nr7wb/X/3bwiGgFRSgeoC7t3jxU2bgpgZk9H7QRUzM8CbXuvC6+8K49/+Dfifx+PonwAiCwrWbg7hnG090H4xhYmJXoy/5d147IN24+lq2zF//ndd6HuRxvy9f94FfMCDYGoJV7wmjc13BDPe6xvfuBqvasANNwCvB/D+0VOI/h6QSgLrXu/Dzf+YeZ0rPeZf/+Ub6DhsPkuz/Cw6Pi2l4dVHD2DuxBR8A10Y2LQNfzYnY83MC9j8z15I8OKj17XhLVeE4b9fQT/15cHeDwXh32aM+Yceuhrf/pc4vrbxPgSDwODaebzh48BzzwF/s5c+6w1/BOx4Oo0BADHZg9t2AenHutDrCkFCCL/z1jbc+K4wpiY1XHYnhXEMr2nDt/6afc51QORxTPzPK0gsxHDv30xhy+u7Vr7X5NeewuRXO6GGO9F/y3V47N389w5j28tXQvrSQSxORvD17Q8i8fbrsOnabZDVEm3N8jmMnphCYG3X8nvSdzbboeeeG8LMnatxUX8MgXYXTnb1wfffCoIhYEMb8Lq1Os6fURGJAJ7gAN759jBe9zr62/PPB154IWg5rs+xvP7AQw/tQVgGPpgCxsaAyy83xvwPP92N8Kt+hMPAri0qLjstwZtQ8NqNCl7cGsTCAvCHf5g9Npl9Pf0hH7w/BVQX8LX7liAP2tubf/3XMGQAf/bOTNvg+92rse1dhZ/6h+Qb8EgE+Pu/p+6Q7Dv/0z8N4Wc/G8Ltt2c+T/ftHiQ04PJ/uxqRabI3a6+U8Ym9dF6lf/cg/BWyN3/wvlX48B+F8ZMvtMH3CF2fXpcLu98Rwh/8AY3rB7+2B2/UfoTzu+JY3RbEgx/Kvr/Y9V/9AR/0uQRcLsDlUhBZCGH91VfjJ/cM4TOfAR59FLjl94Df+R3g29/2IxAA1q4Fvva1qxGSgXe9C9bzWv8A5Hd0AujEGy8PYednTGP+ySikb7kRiQA3vHsQN76+xPm1qHM/hO9/djf6H/qfDDsfCABfuLMfZ7RubP2EimAQuOhCDRfdEF75W7sx/9BDV+ORr2Qfw3PPAZ/97B684Wrg6fuy7bz2eTfWHPGjrx+498OdUP7Lj/5fKQgEgAf+zIvxYMjSHkf/YgSfOPUnOF95EYqsY4NrAjtOHEYUtwFf/rLFtQlj27YwgFr6Nhrk68YR8bgxl2pHrz4O6EBKC2Ba6cE53uP41KZvwqMpiERVvBjz4Z3vDeMtPV5s/Rc6J4Nv8GPXG0MZ9qT3+f/Ajn1/h0gEuP13I8Bv0e/+5E/2YGQE+PtPASdOhHHpw0vY7AFOz3lweDKMzR1ncPn5M0hc24sTJ4Arrshn1wj2nV959Cx6P0P25tJ3d+MbbX+Kr3wF+PuPGGOA2RoAeN07+1ds53PPcfdSEaeen2PPvut8uF54FqoL+PET3ZDDf5g9x353EvJ/rwUAfPRmHcnbUujs8kN1yfCcDADxONS1q+BOeXF6fA02uEbx7t9KYEevH9dfD3z/+8Bjj/lx7bXAX/wF+Rw/067GDTdYXf9se8OP+SPfXQXlX/1Y0w986FoX9v/cBd+vyKb1d7XhN95m2DQrezP5vwNwP0vn/eGvLUJuvxpf/erVeL0M3Mf5dLxfOThoXN98515VgXCY/mXx1htw8CFgQwS46abMuePr/XvwaiTz+rM59qGvDuL9rgcRDJK9kdt1nHyCxlnyp16c+zWyNzve3YW3bg/jm98E1v+7Bxv7EpgNKvj6nxljfu/v7kb86WexYzPQ8+YQrnhd5pyiacBj7wIOHCC71dFBhz4z40dXl38lbZS/ZrnG/EMPIcO++v4ljNW/JLH3X4LvxG/sPi9zLdWh4cJP/SukuAR91Rq0j56GnkpDlgGXqkOanwe+8x1SYpyGKes68H//L4JLZxEI+5FeVKikRW8nvIPdkI4fx2e2fhO//4lrMTUj03cYWIczO9difAJ49+VHEXptGNEossfzKjdm/nYLAtMn4UsuAnoKw+0RRLdegqn/dSs+9qadjuw871cODRm+zTPPAP7vKOj1kV959bWD2Hy+C6s+K0NVgaG3pnHdm/xZ57170ybgllsQGhtDWqNoz6HeBLz6cUgDffiPt92LK87diS/9Ubadf+ghZNi0ytj57Ps8y9f/5y8i+lUa85s3+HDy28vj7IwP/Ter8HiBy9/sxvYbaaxe8ikJIQl4YdaDP3pLiPP39gB3TEN/8kkadx+PoH1tm6O11C9/2QX5G0NISBfAq0QwN5nCc6nz8B+/93Wc3i9j95XIaW9O/fkCAj9YtvP/FMQ3nt2TZefZfb537xB0H/DxWzJtw7r3Xo3r3wVcX8Bp13UglboBySSw/avAAw/QJoosA+suGsJPDw1hz19mj8MHv7YH79mN5XvSygYAR7+3FeFv9eKcPuD4MRJRz9vmxc8/Zfh7bF1/WLsaf3qDtT/fipGajJoImzfffDOGh4exa9cuHDlyBE888QQef/xx7NmzB+3t7di1axfe8pa34Morr6yZ0Llr1y5cd911uOuuu7B3796V5/fu3YuHH344b4OhZkSW6UbN4Odu4DA9vODcJNCfpjo4qpL92mU0Dbjkz3aid8vnSdlKpaC8/e0Y+uQncck3ZGiazWfZHUOJOP8sGS/85m24fPIW+KcnAdeyJUMUAWkS031hjJ/7RvQl96OvD/i93SqwFcAWBXiJ3uF1r0kD55o+aGEBEoBQELjibWEs1w7OOI6e1W6ANvVx1ZuSwD/HgH4A/V5ABj7xCQAnPMC76TW/85Y4fucOevyu6xaBryx3V1u/HrIiWX7fhx4CvvIV4L3vpckDAK68Ejh5Enj4YWD3bjLg7HU+n/G6QrD7nKEhen7nTutr8kfvdQP/KmW2Jw146XXnuzHuBfr7gb5NcWA7TSQXDidw7reAiQlgsteD3is2Akd/CQnA+MQhyHJfzvFkOTZGjByF8y92AxcqwBQALZ31WvP5keNLCLFSqOvp2uX8rBzPl0IxnyWrMjZfb/HLg8Y0IrNzsCENHKTnXvcGFVhnvFzT6Fr2f0MFUimE2hewdjt97s9+Rq958EEA18dpzHd68LnPAY/rfuD7VEbo6jcsAtsBRJfAmiGGzvFjgD+817wG+v+8gv4+4KINTwHb32r87rFfYqJvuenD5Zdnf+8jCvDCCwgsLmL9yVeAZx4B/u1c4LbbaIAWw8gI5LvvxuaDBymnzuPJeE/zMTz3HLB1bQT9fgAdQfSu9mPgMH3/d1y2hPYTSwglyW78ztt8mO+h+4hR6Li+4Qb711/V4QI+Ro9/97eSwHeX7bxLwcc/nvtryzLQP+wDfr38RJyK9VvZgbExYz01NETfh7cNQOE2R9OA97wn++++/GU6Bk3LPhfvetfyH34tvnK/dqxKAuryaw+nVuzNRW9VgO3AsQ0KBgbo+ly5No2DW+i127eDiub/XRwSgK6hUMZ14s/T9u0AhnzAxNzK86Eg0P+7YUAmEeDWW43vcvHFmX+/3Mcg8/0YejeNuXgcGB3N/v1jJ1c+79Jr19L8UiLFnPu3/1Eb8Hj2e5332jacF/IAn3fRDtvCfNbfWo15u2PYvt04Z5Z270AKy30lsGWbCzhpzONbN6ex1TyPA/jBX4xg4xduwWr1NNw+FZBlBDv9uGhhPya+cAt+gHtx9Wey7/Vcx18Kju38cwcw9+RBnIqvQl/XEnwRIJ4AurslhEISJsZ6sOb4qwgNtiPUF8Il7Sk8Owi85vw08G16i7XrFazlxvUNNwAYCQH7aExtH14gmw1aWL7+9dw1ObAATAGh9SEkFtbAc/wMpMgCbrh2gQpXcuQ7R7IMnNszheXmskB3F7RY9hg4eRL48z+nx5pm2E5+XJSCLAOrdgwCY8u7zadGgfCW7HP/f6aMvxleD0/IA483Rmr+eZsAAG4A8xPAQGcMIbcbf/yRrpVzefHFwLp1xjjmv2PO+dzid//fUyr5UH0A+pKY6Emv2LR3/baChS7DplnZm971fuDY8hNLUaC9LWNeYZ938mSm3ed/X+y5z+VX/u3fAm94Q/Yct3074ErGgHtg+GX+lGHnoyngUXpacikr3x2vKsAs0NmWzrDld35wAbiLHg+dF8QQ9zv+u+Ybw07sGmBh2y4LAy/Qd/n918/htNm21sibHgAAiJxJREFUPXcAOHgQWLUK0vgpeJa4oqUszf/UKWBkJOu+s2Vhgf5GVSHF41AVAArg6g7QZN7TA+ngS9guHwCuXD4QvQMJbwj9fQvoCx3H+Z8w3m5lPKd1yD94Al3D7cD6MKm1qRSUP/xDuD/6UewwFaPMZecz/EqO668HfnE2CfyCxvjbr3VR5May7QgNpDOu4Qo7dwL33gvpllugvvIKoOtw6TH6sFtvxds4H7EQP6tYCr3PAUD2+4wx3+82xrwuG/46v6a5Ow0sAdsuUvC5z5neLBRaWcO+accCsKbN0XGMjQGXbHwF/YsSgBDmNWBDfwgP/ouc4R/Y2ZuB9ohh59uCtmPgwAH6uXMnVvzVUvxKVofz3/6N1sbMJ3voody2Jqe/wV7X1QH8hB6vyF+rvei6ONPfc2rnW5GaCJvDw8O47777Mp47evQoHn/88ZV/Dz/8MCRJQnt7O6666irs2rULu3btqqrQ+fDDD+Nzn/scbr/9dnR1deHw4cO4+eabcd1111XtGOoel8t4nEjQ9gKA5Vh+S1Zu+FfbjcmzvR2Q5aKEsmrytr/dCbz1XuC662hC13WacC++GJ233orOZ54BvrefXszODX8uUqnsN13uWgqAciutcLuNx4kEEFsutu/jcqX4Fnp8MaJjx4zH69fbfjerSeGhh4BXXyVR83Wvo+fY78stNLD/2zq1LMcxwjljXi/9VBT09y+Lnsvf/YYbAJyNA98ip6VvhxvYRAuFvj7gbZteBcVRFghffMXtNq4vG/u5WFoyHvPXrpHhc4CTyx1k+XNhsgV0/0vAv7fR1i13PTMcTzaGl8f1Vf/LD7DqINEo/VxcNF5vPp+veQ36+75Oj596CnjrsrCZSgHPPEOLt3AY2Lw58+9GRoBPfYruMZXECQQCwP79wC23APfeW7i4OTJCfzs7C6xaReM2Fsv5njfcAODhCLAIIBjEb/yWf0UcfMsVUaBtCVjONLnmnT5gdWGHVBC8/UkmHdn5DPhrs3wPWNkBTaPoTfaYkdc25CDXQiKn7eLHFmCMbQBIpdDft/x4efz/7jUy8EN66vLLNFzOfe4f/14EWB6KeReMVnZhOUSp6O8CkP0cGAAOHwbGx+k+4O/dkyRsQlWB3t48b+aMoo7XKhxLkmhulCSgrY1CE/h5s9zHAGTaeZcrc6xb2XpNw5b/vBtdvln41/QCx4/T834/gmu70ffr43D94B7gb66A4w4R1WJqCnIqjo5+LzoCKSACeNyAp1ulhaPmhXw2ueK/XHheChfeAOBJezsPINOf4ex81jVZWKCfbW3Yevka4PvLYuDYGHCuhYKcj7Nnjcfd3bjBIsGqpHvJKQMDxuOTJ4EtW7Jfw441FAIuuYS+7/791P6bi5rr79WB45PAlu0wd4Qo1/H+3u+7gCeW/5NM4tKLtZUN9Wt3y8DaPJ8ZCBiPzfaToxLnvli/8p3XLAHf5J4w2fkV+PFt5/PxvqlTYbAEss4jF3Dz1tfNAW81/X5qivwqr9e6YKkss3A05weRShl5/4xwmMYvQJ919ix9NkOSsPb1Q8ALL1AIXzSaMXbe9S4A+w8ADy0PvlDIuBc6Oy3tZ64xZRY0eV57SRI4uvwflyszUjWXT79zJ4UTPvwwnYNPfxp429vqz7bbwdZOQKYfIEn0f5Zzzcjl8/FjndlyB9zwbh347isr/+/vA/oHyT+0u48z4D8rFLIdA8yvLHjNmQO2kcLbHH5t/NBDDr+DGRbCydMsa8UqURNhs8Piwq1fvx433XQTbrrpJgAkdD788MN4/PHH8Z3vfAff+c53IEkSrrrqKvzgBz+o2rHu2bOnap/VkJhFjUIWvG3cro7DRUpd8NrXkoO6vIOID36QtollGfjlL43XsXPDnyOriZIZZ7/fvlAcLyzEYsaii5+ceGGTX5Q5FDatJoWiRcgclOTU+v3WwqYk0fePxTIdNiYAs9du3Gj8/9Ahp4eciRA2M+HHLHOI7RYEPKEQCZt2jpBJ2LRcNPGLJ+ZIM7Zsoc9YWACefpquj6IAzz9v/N1ll2U6opoG3H03CZCrV5PTDdBxut1ULOlDH6JI80LaFH/pS/S3XV1k6yIRctCHhkgAueceyk0yHws7zmAw8/stLmaOJd4OVIJShU3zscPaDlRFbHCKeWHO3/f8+GbjP5fwxY9xu80rRg5hs2QGB0nYTKcpjJ0JL5pGIhIArFlT28UZW8TykfmhkHFMBQqbRcMLHC5X5jmxsvUHDmBo8SCwflXmvCPLgCQhuL4HwfmXKHyk3sIruroQ6vIg1BYD/G1km3R9Zdz1hWOA5jbGOhv//HmwGjP8WLez83ynhmCQxh+jWGGTF1G6ugr/+3LBC5ujo9m/13VD2OzuXu7Echttdh0/DvT0GJtgk5N0PW69tXL3p52dB5zZet7Os83HKlH03MHPowB9b1aEj//+vJ9TJ8JmFvw8MTeX/fuuLsNPZvew1wuccw49jkbJrj7wAHDhhc4+c/9+4I/+iOwy89H48RmL0bgy34fr1pGwCdBY37o18/ePc2H7v/3bwLe+Zf+9SsFs5/l5J59PH40a1/k1r2kcURPI9Bn5ACWAxncqlennOBU2C5mXz5zJvp7m+zEX/P2Ww6+qp42UvAQCdD34cVlp/77JqImw2dnZifn5ebTxwpaJ9evXY8+ePSvC4rPPPovHH3/ctlO5oEbwjhC/w9PMwubcHDk9zJgPDhoTGj8RFBqxmcsR4s8zf654MdMc1ck4etR4XGDEc10JDUCmuAVkC7u86AtkPvZ4KHfU7yfRQgib5cFK2HSyIGKOyNJSdvQYF3m7co2tFk38+TQLm7JMETA//jE5QC+9RAWrnnzSeM1rXpP5NweMVC3ouiFszs4a3+vll8nxLyRV6+WX6fudOZP5/MaNtHh9yULw4BeGZmFzaam6Y6mIyPwMLCI26x6rBS/DasGbS9h06IADqKywyYtGo6OG8HL6tPH91q7N/rtqIst0b/HzHO8rsMeJhFHSoRKYF7z5Ijb5aCheFGe+gVXkUr2wbZsRKTg0lDkGmB284ALjmrDvn8/O20RsZmCKuskSNouBP8fd3cW9RzkYHDQeWwmbCwvGOGPHuZzmirvvRmZHkO0kahZbCsUJ5kAFfnXuxNY7jNisK/hNCEY6bUStMZwIm+axXG34eYL5LDzsPn/uObq2LDqPRWpOTdE4u+QS5yLdJZeQKLl/vxFVz2C2Y/v2rCjjjLWIWdhMJICf/IQe+3yUbcOEzXKvFc1rNqsoRTt4m5ZDz6hL3G4ar6kUbdyzHGmAxkQ8bpwbXc/t8/HfvYCITbzySvZzVvejHez8u92Z698qULG1sSRR1Ca/VhDCZkHUZHvhpptuwu23317Q31x00UXYs2cPPvvZz1boqARFYV7wMkPoxAnyeg1noZGETfOx8kIXvxhysuDVdeP9ck2M/HnmJw5+Ecwb9iJS0RsCs3jFL2rZY/6784/dbpo0WNTmmTPFjTt2vVWV3q/VhU1+bBYqbC4sADMzwC9+kbmISiTo2szM0EaCpmUumth55MU/89gAMoVLJmiyqGpJAi69NPP1vDgRCGQ7FOVK1QKMhZ/XS9/XLHiYxTCzsFvNiE2znWfXqpmFTXPEUb4URacRm8Wkopdr0cQLLSz13PyYjzKrFWYhl/9/tTZE+evNb2AB1raej4aysn92kUv1AIsUDIdJZIhG6TtEo/T/cBj48IcN0cKpnXeSolgJYZNPRa/l+e7rM+y+lbBpSplfYedO4LHHSMx58EH6+eijlRU1gUw732ARm0VjJaRYldQpVNjMt4FVCfJFbLL7PBg07JQkZd7nhUYEO7EdVu/JC5t88AVA/iAbPzt30kYzo9w2v9CSIzzsWFS16sJaSYyMAHfdBbz4Im26f+97wDXX0PNAdmQ+H8VaxlR0vPxy9nOF+Ifss2qxiVBJOjsz/y+EzYKoScRmOBzGrl27cOmll+LLX/4yLnQa8i6oP+wcISdOEKuXlSsdtR4xT6y8eGYVsZkrFX1pyRAJci1e7SI2zXVSWHVi/piY09DWllGDpyExi1dWwq5dKjoTPjduNKpJHzqUWZHZCcwRYp/Hrq8TYTMaNXZJT53K3CVtVIqJ2BwZAf7930l013Xa/rzgAnKQAWDvXnK6dJ1aSF5zDXDjjcbfW9XYtBI2eeHyySeB3/oto/bd1q3Z9xwvTgQClKLFf8bSEgmOd9yRXZvTjpdfptcHgzReR0fp/TWNvp+d4JFL2ORT0b1e5x1Mi8UcDc4c3WYWNnPV2Cx0A6uUiE2fLztVrFjsUmN5YZMXP2uF+b7k/88v3ufnKeK5EhS64OWjHvnXqmruyKV6IV+k4OteR3XkAOd2PhAwygo4jdhczRULLjVi0+u1nheqhapSlsjYGN1jLMWZYSdsArXpCGFORed9k0IjNhvFzlsJm/lK6jRCxKZdyvbOndQ160MfojmOpZ+XEhFcTJSxOWITIJ/owAHKiFlYoLnyqqvIJ2PpueUWNs1zOb/Bns+n54W1Svtg5YLVez992lgzer2Z9d7Na5pCNrAKuT58xGZfH5XHYSnwdmXZeNj5r8UmQiUxl2sUwmZB1ETYvOOOO/C55bZaF198cd10QhcUgZ2w6cQoAUadvXLXTakkTiM2naSi8+/lNBWdP1dmg+fxkEPJxL2FBcPJX7++cSZfO8yp6PkiNvlrw87VcgMhANQZqVRh02nE5sgItcxjgt1ddwH/7/+V1mm7HihU2LRyrPx+cqze8x56TSKR7XTdeSe9V3u7ITrlSkUHaOdz0ya6zq++Cvznfxq/u/zy7Nfz4oTfT5/PnCZWD+2ii4Df/33ngvSFF1LEzf79tHhlwin7nnaCRy5hk09Fr0bkL2/n+XPu9Bw0orBpPk7elvDj28rOl1J7zTyOy5WGDjiL2Kx1KjqQ/Z15YbPYRVShmDcp8wmb5vqI6TQ9F49TdkCl6yOWg507qdbvgQPkN3R1kV1ikeoMp8Im3/DPqbDp9dLnTk2VHrFZyzR0xsAAfY9YjHxdfgMrl7BZC8yp6FZRirloxIhNq/mI2fpCU9EL2cCqBLxtzLWmOuccKssTiQBvehPVyGT3ebHksh1WdHaSbYhGaYN7ZISE0V//mjbdJIl8vWg0s2lcvrUiE0etjsHqd/w1druLS0VvlIhBvob8mjVUbxsgn3Rw0Kj3znwap3a+mFR0XTciNtvb6fMnlrthLi3lP6eplOFHN8r5d4qI2CyJmgibR44cweHDhzE7O4tf/epXtp3Qb775ZvzGb/xGLQ5R4JRSIjYBYwETj5Mz0Qjh/OaJ1S5i00nzIH4SKDVik71uaclwzPgUj0ZPQweyF/1WzZNSKSMS0pyKDpTeQCiXsGmOyGAwMW901BDsQqHSOm3XC4V0Recdq54eEjcBWvhLkrHQ6+oy/s7rJbHl+HFyJMNh5xGbADUIeuUV+tsvfpGuUTCYXV8TqEzzBvN7skhNTaNo1O5u6/d0mopeDWGTtz/8QrCY5kGNImzWSyp6OYXNtjajoZZdxGY9pqJb1dgEKrshyq43KzditmNWsMil973PiNCLRqtTH7Fc2EUKWnXLdZKqHAqRLbNb8FqJ/mvWkPgwO0s2vpCoy6UlY16oh7T/wUGjDAprIMeoN2HT7M/zvkyz1ti0mo9KjdisQc0/AHR/BoN0T+WyjbOzRp+A1762fJHBhUQZSxJFbf761+Sf/emf0trG5SJfnmWeffjDZFPDYaNpXC4/m0WNsvrL555rZAJZ/Y4fsy6X/QammXTaGOONIqzxNeT58ydJ9I/Ve2drxXKWHDHDlwI755zsze9857TWmwiVRERslkRNto6Hh4exfv16XHTRRbjpppvw8MMPY3p6GocPH8aXvvQlXHzxxfiv//ovXHfddbU4PEEhlCpsFlubo5bkitg0p68BuRe8vPPhNGLTrsYmYIh7VsJmM0RC52sexGDfnxc22e/XrTPEuFdfLfwY7IRNwHrBy4t5HR30ehbJMjREY+Cee0poo1djrIR7O0eId6zMdRujUToHfDdw9vfM6WKp4FZd0e0EPlWl7psvvmj8fOUVYHzc+vVMnLjwQrrXR0eNVK1iBWj+PZNJozD7xo327+k0Fb3aEZt86l6rpqJXsyt6uZsSsKjNyUnjWjJhMxQqr5BaLLlqbPKPK+kzMDvPxn6+ruiMnTuB3/xNKnWxeTPwzW9Wpz5iNTALOvycZbfZw8Z7JJIZ9cmwylrh62yeOlXYMdZL4yAGv1HAbyAA9S9sOrm+PI0YsVmJGpu1FLqYfcwlbPK/q6W9X7eObMLJk3TfrltH/gHbTNq40fCP2Tll/pMZFjzw3HM0Zw4O0k+WCfSe91j/7vHHjUZLquq8xmYjCmt8DXm+xwU7flbv3SzsV0LY5NPQN2/OXMs58RELyYJpNMzCZrP0Y6gSNRE2P/vZz+KOO+7AnXfeiR/96Ecrz69fvx433XTTSvfzI0eO1OLwBIVQqrDZiJ3RcwmbpSx4czkYdqno5o6w5jqTzdQ4CLAXcgHrrvBWwqaqGiLviRPWTlIucgmbVo6QudM2Q5Yzd0lZ3c9Go5CITd6x6uighRDbLQayd5E9HiPChTk+qZS1sGkWvQFydj//eXqdqtL7qSotZj70IaNYuplKNG9g77lnDzlyW7cCH/uY/XuaHWdFMcYc301XCJuVIVdX9GoKm+VeePJCC0uRnZyk/9dDGjrgPGKzGs2DnGxQmolEaLHV10d1fus5/bwQ2DkotEkce62ViGQVzVxKAyFe2KyHiE3z/cZTL02OGLJsjNVimgc1S8SmU2FT1zN9unqo+cdsZyRi3+SQX0PUsu7+unVGmQpJovuD+T2sPi7zj/nrZLb7fPDAunXk5yWTdJ1WraL3HRsDenuzAwtiMSO63kmTOIbTbLt6gq8hL8vAli3kizIhjdV7ZxsUlayxyTcOMkdsOumM3szCpkhFL4mapKIDWOlu/uyzz9q+JlwPkQOC3JiFzUK6ogPF1eaoNbmaBzGHiE2e7DHDPFEWU2OTP09WNTb5Y2q2VHTecVbVTGeTFznZ97cSNgGqu3joEDkzR49SSooTdL1wYZMX86xSm7xeWuCYu2I3Ckyg5buF2zlCVs15GAsLlJak63Q9zIuDWIzeS1WdpaIzZ3dujpxb5swrCgk4LBLgiiushYdKNG+QZWDHDmqcBOR2Aq0cN7+fxt/0tPG7agibimI0JmsVYdMccWSXolZo86BapqIDmXU2R0czF+b1kIYOOK+xyS/Qc9VWK4ZShU2gcSJ5nGLulluIsAmQjTePb7tUdEahwma9RUHa1bUFjGOV5ewonVrhcpG/0spd0Z2mogN0jliJBuZv1kPEJkD3m9W4qpeIzZkZyppKJIwMGlZXnTWFY/4xv+nNfDoGHzwwN5cZ0MFflxdfNEpBnXsu+fBeryGumkuOOBU2G0VYM9eQVxTDHvMN7rq7yTd1KmyqKr3P0pLzdbxZ2HzxReP/TnzEQjaLGw0hbJZEzbeRL7roItvfzTdKBF8rU2rzoGrVyyon5uO0iti0K7pu3kEttcameZHAXpdMGqIdQAu9Rpl8c8E7znbRqkB+YZOvs1lIOjqro8l/Xj5HiBfzrAQRu67YjQJLGwKsF7y8Q8ocq8nJ7LRE1kFXUbKjL5nT1dVFTkw8nlnjCMi+F3hn10ooqVWkLL/QmJmxf51VqhMb//zvqpWmwmx9MTU2G1HYdJqKzs4BL6KZy0qUImyWOxrE3Bm93jqiA7mFTXNXdIAir6+5BnjHO6i+5TveQf+3i8h2ArveTu08jxA2DfjxbtVAKF8qeqHC5uQk+VUzM/Sv1iVeenqMMcTXtQUya0rXS1Qvs/OtErFpJWzmax5kVZaiXoQuJ53RWeq1+fXVZGQE+MIXMv0BSaLzmUgY4435x7yQadYG+OABc4AA72eyx5pmvIeiGJG3vC8LOBc2G8XOs3rv4TDVe49G6TtGo/R/VkOet/O6XpiddyJs6rqRit7ebtSyZ7S6sClqbJZEncykmczPz+NP/uRP0GlWrQX1h11NnlaP2OTPS7kjNvN1RWecPm28fzPU1wRo0c8WLbFY5qLFaY1NoPgGQryI7XTBy4t5vKPMOs1OTlJKiLkrdiPBL4aAzJIUvLCZy7E6cQJYvRro77d3ui6/3Hi/xcXcEZu8s8vfWyytm9UTqnakbDmETZ5qCZtsvLeKsJkrFZ1/7CSij81tipK9IWOmmqnoJ0/Wp7DJGhzNzNBP/v41p6Lnqq12yy3Fi5vmGptOF7yplDF2mm3BxRa8hTQPCgSMa/n005lztqbR/MuuMxPGVq82XlOIsDkyAtx1F0X/vPwyPS5V4C4VSTKE2rEx4/unUobAVE+bmlbCJl8uJhe87WqUiE2nzYPsghUaUdisdcQmy6aJROieZ+IiQPOjLBvZBMw/3rrV+HvzGowFDywtGeNOUeh5VtdeUTLtMfs81iSL+VbNHLEJOKshz491Tcs8D3YbMOwcsOZOueAbB23eTOe/0FT0+XljXjlzpvYbWOWko4POIft+J0401/erMHUlbB47dgzvf//70dHRgQceeAB6vptDUHt4wa2YFMVianPUGic1NnlhM1dXdP69ytEVnV8086H+zZCGPjICfOpTxqLlqacyFy2FpKIXG7FpJWzmur5Appi3sECvUZTsXdJ6idgoBrsFr1Xkdi7H6itfoX92Ttfmzcb7LC1lLkrMoh8fKetykaATChmLzFpFyjaqsMlsml16Xi74shGNEsmTqyt6sanooVB+gaDSwiYfDVePEZsjI8BHP2rY+RdfzKyHa05F52urqSrZ6HI0ZjPP5U66ogOZ46bZhM1Ca2yOjAD/8i/GtfzYx4w5m0XZfve7xnW+4QZ6PhAwav85FTaZwH3ihFFPORwuXeAuB2wzIZWiDWeAyomwNQ5Lu60HrIRNp3aeF4gaxc6XUmMTMGxBvUSQFSJsejz5N9oqAZ9NEwjQOobNi8xXWFigqD7mH/O1QM1rMBY8MD5uXLNQiOaz4WEa02431TxmsCjNWIzGLPPLimke1EjCJpC/hjw/1lMpZxtYbP3Kp/7bwTcOYuWoCtn8HhkB/uZvjHll797ab2CVk3376Lux7/eJTzTX96swNauxyXPs2DHcfvvteOSRR6DrOnbt2oXh4WE8+OCDtT40QT54A1hMJE+hjQDKXUermPcsJWKz3KnoZmGTf93Bg8bjRhc22aLlzBmjRo7LZSxa7r23sFR0v5+iQk6dAo4coTHgZBwVE7EJGGLe7t10/VgqzPbt5LQ1esdcZgesIjat2LmTalva3Xd2v/vlL433iEZzp6Kb6wl1dxs11/h6QtWOlPX7aewmk86FTRbJVA8RmzxO7TxgRFs3SsSmeWHO0rIkyVrcdRKx6WTBW2lh0+ej++DsWRI12XfhI8tqBbPz09OGndc0cvCZnd+5k+6DxUXaGDp0iBbIiQSVlgDoflm9OrPcxLZt9vbGygcwz+VOu6I3Yrdcp+RKRTfPn+xanjplXEuv1+hSzN6Hj2I+cMC4zmvWkGB99izN47kEGL55SCBgiMvhMAkix4/nrqdcaczlH/r7668WKKMUYRMg+7K42DgRm7m6ojutsQnUj9BViLBZqzR0Ppump4d8gmCQzvviIt3Pmkai5F13kc3/+c+zj5/Bggf++I+NDWufj8bg5KQRAX76NF0vWabXHT9OtmlwsPCSI06z7eqVXDXkzcEahZYcWVjInT7NB92wYAWnwiabV06eNOYVPkOD+QiNysgIbeRGo835/apATUOEnnvuOVx//fXYsGEDHn74YVx77bU4fPgw/uu//gs7duyo5aEJnFJqt9xChM1K1NEq9D113VnEJj8xOI3YdJqKzr+H04jNRk5F5xctg4NGerPHkxmVw4/FfMImQA2E2GvMRf3tKFbYBGhRde65lFLz5jeXp9N2vWBe8DppIsYcqyuvpJ/8gtPud7ywxy+evN7sBavTekLVXuhKkhEd4ETYdLuNsWYlbFar/g5/fzEKXfACjStsAtYL3nwRm5pmjFMnQpfHY5+GXS5YZOb8PG3sANQx1kq8rha8nR8eNuy8y0XzFx99yfyGmRljgcwLC9EoReKPj9Pjn/zEfp638wGY8FRoKnq9CByVwGzn+chVcxQbu5b9/ca1jMfJDrASCIGAsVngdmfO5/39xvudOpX7uFgEWHe3MeezDt+SVLt6ygxzwy6g/jqiM0oVNtkmXKNEbOZqHmQn6DRyKrqu117Y5LNp2tuNTejzzyf/eN06EiP/8R8N/9iqtjLPzp3kVweDdP0WFrIzgTZvNiIKFxfpdxdcQMdQqD9fL9e7EpiDcQqJ2ARyl5XTNJpzmX/DsuecpKLz80p7uzGvBIOlZ2jUA/z3C4eN71eODJQWoibC5nPPPYff/M3fxI4dOzIEze985ztY3+iRZa2GXSp6Mc2DcgmblaijVcx7RqPZRoUXuwqtsckmAJ8v9zmzW3DmithsFmGTT1sxF3DnFy0sxQswrgl/bczCZjF1NvMJm+aIXJ5olI43FKKaQWYxr5Gxi+QpZEHkBHPXVSaSWQl+gLN6QrWACZuzs/b1iKwakNRDKjqPEDaNsc/XoePtPB+5lG8BNDICfOAD9mnY5YKPIGPfqdZp6LydZ4ImQOfXLE4xvyGRIDsci1mnv83NUZT/pz8NPPNM9jz/nvfQP7MP8NxzJIzOzhYubNZLSmolcFpj027OnpsjQTOZpH987TDzdeb9rHzCJosAm5oy7k2+kU2t6ikzzBGbQKaw2Syp6EBmKnojlBMrpnlQI0dsRiLGvVUrYdOuiSQTqeJx4KKLMiMK860VWdDJ+ecDO3ZQCQw+eGDnThKNtm4lgfPGG+l37H3zzeNm6uV6V4JiUtH5uc5uLc82ER99lPybl18Gbr6ZnncSscnPK+ZNtXrYwCoV/vvx/na9bNA1CFVNRf/Rj36E22+/Hfv27YOu67jppptw++23CzGzkalGxCa/izE0RK9bWjImwYkJ4M47qf6iy0WfrapGwWirx5IEfOYz5OiuXUuGg3Vj9vvtU5esjtEqFd1pV3TmeOSbGJ0Km7x4xxbmq1bZCz+NAJ+2IklGeiI7J16vka7GYI/5MWkXsQmQsHnllfmPpZSIzWbe4a2WsGnuusrGeK7xnS/tvRawelEseoKvH8WoN2Gz1FR0duyxmBGlVc/kEjZz1V4zLwScLoDYRtvMTO407HJgJWLWWtjk7TxA9dBOnzbqojE7PzVl+A2BAEWa/vrXmQvkvj56LRNXIhG6Lm63cT8Fg0atr3POoc92ueg9BwfJr2DpbkBxEZvNJmzyNTZzdcvlryW719n1sepSDBjnil1n3rfJV2ezq4uOZXaWjkOWM8XEWtVTZpgbdgH1n4qeTjvLvDDDz9FLS/Xve1aieVA919jkn7PyO6oBy6a55RZaa7Gu2LEYiZ1W2TT51ooTE2R3JImaTL7lLdmv8XiMObi/n97fqi+C1Txuppn9+UpEbDL/ZmqKzruqkm1ggUS33Wa81k7Y5OcVvuY5uzd5H6ER4b9fVxedx2Awe63bqN+vSlRF2LQSNPfu3YtwrXaLBOWj1BqbHg/dtImEffg6v4tx+nRmZB5ARnffPmDPHucTzMICLRhVlX4CZGQ3bcreGeF3Da0mVCZ26XphzYNY1zMg/86pnbBpFjWs6lA1+sYBn7YSCND3WVgwohzYoqWz0/gbJ6noxTQQKrQbMk+9OL6VwNxYploRm0x8yifu5aonVAv4sTozk73A0DTjuzWLsMmOkxXsr9ZxF4uVsGmO5DF3C7ZaEDm57/nNu3XrjHmGpWGXu0YgL7Qwai1smu18V1emEMWLU2wRJUnA//7fwF//NXD4sLHxFQySP+Jy0Tll0YDT0/QPoOvE7PmxY8Zrzj+fnnO7aQywztVC2MzdLZc/P+ZruXWrcV6WloCjR+nxmjVGtgo7V+w6b9hgvF8+YbOvj+7NRIIWfwMDxnxfy3rKjPZ2oy5so6SiA8bGcDEbWADN0Y0obObbwLKqt1svQlchwmYt1+Asm+buu2l9d/Ys3fd2dedZ4z0+lZ7n+eeNxxdcYP2Z5khEXTeuNe/fFCpsNrOdd1pjMxCgc5JKUcYD76sw/+bMGbL3bEMrHKaNyePHgW98w9gEsxM2+XmF2SaXy/icWm9glQr//cJhGse8rWn071clKhqy8thjj2HTpk246qqr8Mwzz+BjH/sYZmZmcN999wlRs1mwatgCFOYIMSfArtA1v4thVZBcljNFRSewSY03GouLhvNtl7pkdYzse2uaYbDz7e4CZLz5Dn65KCYVndHowqY5bSUUovo7LpexaNmyJbNjNrsmuVLROzuNTuW/+AXw7LPZZQY0jSbpH/6QfvIRoCJi08CuW24lIzZnZ43rVe+LJzO8kMmEEx67zsrNkIoO1H86uq7nXvBalRwBjPNRaMQmv3nH0o4A6zTsclCPEZt26YlApp3fti0zOmTLFlogBwJkf1h9tYsuos3OVatovjALwlaRg+y6M99A1405RNTYdJ6iaL6WLheV3+joIBFSVem5/n56jhct2HV+85uNzd+f/5zmX6vaYppGDUb6+437xeOpj3rKDEkyNhMmJsh+1HsqOlCcsGnOqqh3mq15UDBozB/1LGwC+btz87ANK8A6wMSJsMmP7WQy/5rNiT/vdtems3wlKVTYHBkBPvc5o4TOXXdl9qr46ldpDTU9TeVHWH38dNrwbw4fztz8soLNKxMTxr3J1sBmH6ERMc+b/HzVDN+vSlQsYvPRRx/F7t270dHRgT179uCOO+4QYmYzUmoqOkCT69SUfcQmv4vBG9i1a42FyOIi8M53kvPIDDFzvM2P02lKBxobo0mJX8Qyh8ZuZyRXKjrvBDmpsem0IzpgL2yaJ9RmFDadpq3wC1W2GGVjUpKyx+RPf0opjGNj9Le7d1O0zm23kWM1MmLsJrOurKtW0XUTxcYz4dPX+BTFSkZsTk4aj/nFVCPAamwCRgQZj13UlxA2q4Pd8Zkjecx1ka0WRE4iO8xp2IEAjQFzem65UpD6+sgmzs/TvKWqte+IXkh6Ij9fzs1RlM+559I5W7cO+Mu/NLqg33cfvX7VKvq+TBxbWqLPAcges7lC142uvKwmMpDdHMeOVonYzLXgzXctWZfiXNeZif3z8/Tz+efpGrP5mfHNb9Jr29uByy4jG3noUP4IsGozOEilD3SdaoYyYdPrra/odasmjKVEbNY7uZoHOUlFZ7agXvw7Zh/n5uo3FZ2nkGyatjajKZAZJmzKMok/Vpg3ZqwysIDChM1m8+WBwlLRWYr5mTNGCR2320gxf9/7gM9/nuZbtuEkSfRzbIzmSNbwid1vdv4Xm1fe9z76PNZYMxq1L2HQSBRTokGQRcWEzWuvvRZPP/00HnjgAWzYsEGIms0KPxkUk4oOGBNDImEISDxsF2P//syu452d5CQeP04O7W23Ob/hNY3Ezf37ja7JgBHJaZe6lCsV3armB2AvfDntiA5YC5aqmr2wbsZUdMBZ2sqTTxqvZ9eEOeasPieDTcbT08Zk7HJlTsZf/jJF061aZUwur7xCC9dNm4SwyWO34K2ksMlHvNTTwtAJvLBpFbEphM3aYhdpZI7kMX//YoVNc+ru8DA56+b03HKlIP3iF1R+Y2rKiAz4kz/JFo2qjdP0RHM9r/FxQ4R87WuNhTLvOwwNZd53mkYLK0kiH8AsbCYSdP5ZJKtIRc9e8Np1RQfyX0sg9+8+9CG6B9j8HAoZ8zOrN/vSS9TtGKDr+A//QJuT9VRPmWFuIMTmr+7u+qo3zNt5tllcyPlrtIhNq7nIqnlQIV3Ra33fh8POhM1GW5e3tZHNjkTovLPrMD9vrOHOOSc7k43B+6msgRmjWGGz1te6EjiNzOdL6LCNG/Z8VxfNy5/8JNkRVTXuKxZVz9bh69fT/9nn2nVFB8juv/vdVJqHZVmqav1sYJVKoSUaBFlUtMbmxRdfjPvuuw9Hjx7FHXfcgY0bN+J973tfJT9SUG3KIWyai0Kb03L4XYzTp8mIlbpLw7/n5CQZblkmI7m4aP+eVsImc/CdRGzyr+Hfq5iITavJ2yxsShJFtjYD+ZrAWJVFYBMpf17MkzFziHSd/n/sGHXR9XhoMczqtrFGFbOzmU0l7Gqomqknx7fcmB3GaqSi88Jmo6Wi8wLLzEz27+tR2CxX8yCgcYVN84LXScSmkxRFXoDz+w0hByh/jUC2qTM/b72pU84mRcXgpNmX2Wfgu2b39xuPnUYOTk8bPsDiItlqVaX5gM0dIhW98G65+a6l1e8ASmOcnaXnmBDjctF8zOrNXnQR8Dd/Y4irf/zHxt/XUz1lBi9svvKKYQPrKQ0dKH0Dq5EiNu3qKJpL6gDOmwex9UktYYLl0hLNWfzx8BupjShsMljmFAC88ILxvF0aOpA5tkuJ2EylDPGt2Ww84NzO8yV0+L9ZWKB/iQSNQa/XCHhgjXqZsBmJ0EbPa15Dtt6uDBBPIEAbWJEIdVW/9NL62cAqB/XY8LSBqErzoPXr1+Ozn/3sisDZ3d2Nj370o9X4aEGlsUpbAcorbAJ0o3/hC8C119LCY2mJXlvKLgbbGfnMZ4D/+R8yqIuLwOtfb/+evBjp82WmsNtNknbCV6mp6E6EzdWrm6v+S660FSthk/3kf2c3GbPGVGwy9vmM693VRYtcXTeaSrCGBmLBa+8IVStiUwibladczYOA+o/kcRqxWS5hs1opSPymzqpVxj0UDGaKRuVqUlQs+dITzanofIQHEysZTiIHb7uNFsesg/q559KCor1dNInjKaapRK5rafW7554z5uf5eUPYnJ6mEgqBAPD005RVMTFBG4/nnQe8611FfqkqwQubzz1nPK63RhClCpuNFLHJCyiqatj1fM2DctXYZPViawmfYj4/T1HBjEaO2OSPd37e+J5O6msC5UtFb2ZfHnBu5/kSOmyDlD+n7D6QJHrN4qJRcxkwmjf5fDQX791LmyH5hM3jx40Mjeuvz79+bkTqreFpA1EVYZPBBM65ubkVgfOmm25CWzMOylahHDU2zcKmHRdfbOzSbNgA3Hln6bsYO3dSseo3vpEmuvPPBx56yP49+ePr6aFCyAAZ90qmols5m1bCpll8WLcu9/s2E7yAywRNNib53/GTsaLQP/66WDmlU1NUg45vKsEmX5GKXj1hk1808bUphbBZeaqZiq5p5d+tLuQ98wmbxdbYzHXfVyMFid/U4a+Bx5PdpKienWrzApefe83CJpA/AuLOO2mDM5UCbrqJ0tmZ6FmosMnfu41ml/JRaMRmMZgXy6dP0/NjYyRksu7n3/0u2cZNm4C/+IvyzzXlhhc2X3zReMyLTvVAOSM2G0nYDIWMubiY5kH1VHORt4+zs/bCZj3U2CwEu7UiH7F5/vn2f29uHlSssNnMvjzgvMamuYTOxo10XVgJC7bp2NlJ125xkX6/tGSs0Xw+st8seCkazZ2KDhhZdu3tzSlqCkqiqsImIxwOrwicf/u3fysEzkam3Knodg2E2O/YLs3555dv4RUI0IIuFqPjzrWA5ifT7m5D2Ewk8k+SQKajVEjEpiRl74ZZCRqqSu/LGkIMDeV+32aCFy9Zyij7yYvA5sl43brMTrwsItjno/POrhlrKMGaSrBICyFsZjuM7FyWe7HJj3m+WVSjCQjhsNEFWAibmVg17bJqGlIIhb4nvyD3+43/V6rGJqPSKUi8aORyGWOQLXDL3aSoUvD2c2Ehc5ODT0XnyRUB4fEY77l2beb1K7SWMrt3/f76F9sKxXwOKiFsmufn1auNTrq6TmNU0+jzIhFqInHokP11rxeCQbrPZmcz/cBmS0XnNx/zpaLXegOLF1Da2oy52Kp5kLk5FoM1J2VzWj34drywaa6zyf+/Ho61EKyEzUSC5nWANg/4TWMz5YrYLCQopRFxuoFlLqHj8Rj2TNfp/u/poffr6TH8jUiEzv3kJPXHuOEG+hvmI+byD/n5vpXWtwLH1ETYZPAC5/333w9JkoTA2WiwbtOsGzKjEhGblUzx6uykOl1WHYp5mFMgy5kTaDxu30HRLhW9UAfD7c6ciM0p5iMjwMc/TtEAuk7X5qtfpYmnFQoOmyM2+bqnfCSreTIOhTLr2R07Rk6O10v/Z9eJiZqsqQTrvChSFDPHeLElKZx+jtttCNaMRhM2ZZkWH7OzpQmbVg3EKkU5U9HtHFdW/9HctKuU+o/FvCcvbIbDxv/NjeLMIkC+VHQn930lU5DMotH55xuF/YHyNymqFOZU9PFxeszb8kJwsuAt1M43m40HckfylEt8N8/PPT3A0aOGTxOP03G4XHQ/a1p9lE9wwsBAdrO4ervXqhWxWQ8bWLywyd+v5lrKipKZyWO2BfXWMCyXsMnGXyjUeBsvZrsPAC+/bFynXGnoQPmaB7VSKnouYTNfCZ32dqMRK/97Waa1/qpVmU1/eWGT2XszLJgIEMKmwJKaCpuMcDiMj33sYwCAv/u7v8P09DR0XiQT1DcuV/YEUMhim58YcgmblZxMurpI2IxEsott87Dja2vLjAI0p6IXGrHppNYNa5jE4D+fLd4nJ42GEJpGk0k9NISoBuYam7zAxouehU7GfGMpdn5LaSqhKI3XxTsf1RI2AVo4NbqwCdDGyOws/TM7cU6FzWqOo3IueK2ETb7+47p1mVEwrMPmX/0VvcapgKFpwCc+QVFdq1fTedZ1EvX8fvuakmZhkwlnpaSiS1LtF71m0Yi/fuVuUlRJgkEj+mN62khXLjZqL1eKIrvG5igtO9i9W+trXQmqkYpunp8DAaMEDMuW8Hpp/l27lmxEI5RPAMhv4NNmgcZIRS+2K7pdxGa9bGCZIzYZ5uZBdpH5gNEAhVEPQpeTiM1Gq68JZJcgATLra+ZKQwfKF7HZzNlXQGGR+U5K6Fx4obMSO8yfZVHQVrbo2DHjsRA2BRbUhbDJwwTOz33ucwg3ouFtRVyu7JoYhTi5VpOVFZWO2GTMzFD3ayt4YZMX0hIJ+4jNctTYBLLFVjYJ8ILAwAB13GSfu2ED7XA1SkRDKZgjNnmBzVyP1Olk/IEPAIcP08JqYYHOrySR+FloiiJfg6nWxeXLTTWFzUAgO+qlEYVilv4bj9PinBf+7IRNlyuzyUE1v3elIzb5+o/RKKWX8qTTwC9/Cdx4o/PFxMICRbCrKt3HjHPPJZtgV1PSLGwyWJmFQlLR+dTkWt/31WpSVGkkiebguTn6Hmwj3Kq+phNyCZuF2Hm+JI0QNouHn5+fecYoraNpNM+zMjuy3DjlEwCq022m2VLR80VsmjewTp+m2qkA3cdHjwLvfS/w9rc7t5e6Dnzve2TD2tro/dxu2ujI1RTNXGOT4bRJHED3QL0JXXbCZipliM2NuL62yu5z2jgIyMwwzCVssjGiadbv08zZV0Dhdj5fCR2nJXZ4HzEWs7ZFrL4mIIRNgSV1J2wy9uzZgz179tT6MAROKHXBWw8Rm7ywOTVlLWzyEURtbdk1HXnjX2hX9GKETSbW8YIAP1GwkP9GaQhRKubrwQtsVmPUyWR8443UTCqVosivEyfIgebfU6QoZo7xYpuIOcUqOrMRIzbNmylOhE2AXsfsZCNFbOYTNvn6j2yhy8OadvEbSPlIpYxoL575efocO1Ekl7DJL3YK6YpeDwteoDpNiqpBKESLdv5cl0PYTKUyI8ILSUWvt8itclNMV/RiYfPzww8DH/0o3YcuF0Vf9/QYkYGNUj4BoIhNM/w8UA9UusYm769GItm2XtepUdR//3dhG1inTtH45O9BVSVx084H5uchXjQzR+bnitg0p6LXw31vJ2zy66tmEDZ13YiADoczG3TZoar5hU0RsWk8dmrn85XQcVJix+wjWp1bXthspea4AsfUrbApaCCs0s4rXWOzksKmXZ1N3kGwitjkyyfYpaJbRWyyRg75sBM2eUGAPwY2STRSREMpyLIRzZYrFd38N7kmW6/XGGsbNgBHjhi/K0TY1DTDyW9GR6jaqehm+MVUo8B3JJ2dzYzm4RdK5u9WK2HTanOgkMi+fMImX/+RFw87O2l8xeP0u9/5HWuBwIqTJ2nhzDZ5WD1Tdp/aiSK8sMlfp1yR+YAx3lnKO1Bf3XIZlW5SVA3CYWB0NPO5cqSi2zUCdGLnmz2Sx2m33HIhy8Du3cC//RulFA8NZd6PjVQ+AcgWXtrbq1cj2SmVjtjk/VVz5gVQ3g0svnmklQ/Mb8Ly9tncPChfxKZdrc5aYSds8ue70YXNuTlKS2a+0gUXOIvwdbmM0mH5hE1Ns671WEjj10akWpH5ZvjMOrs67EzY9Pvrb1NIUBfU2YwqaEhKdYTMHU7tqKSwyS9s7YRN826nuaYjP/kVImw6nRjthE1zQ4j+fprsWdRpI0U0lIrbbUTcOBE2nbwfI5HIjOQpRNjkIxfqSeAoF/x4r0YquplGTEXnm4+ZbQ5z1t3u7PueXzg2U8QmX/+Rp7eXzsHx48BrXwv89V8XVmPz+efpPXt6Mrve5hJFckVs8ve4ecFrrsPIv74eFrw8lWxSVA2s5k2rVF8nlKt5UL01ESk3tVjwNkv5BIDGJ+sKnErRHKBp9XXspdp5VaX3SCatIzZ5f5UfP2vXktAbjZJvfN99VA7ICfv3A+96l5FJ9eKL9Hy+DSw7YdPcPKhZUtH5x/wGQaNgLltWSBo6g11LJxGbAN2f5vHf7BtYtRI28/mIS0tGPe1162pf2kdQl9TRbCpoWEpNRXe7DeHJXOiap1o1Np0Im+ZUdHPzoHw1NlnNRvZeTrATNpkgMDlJ79vbS9GFLIJzcpI6eDdCREOpsHPkNGIzH+ZInmKFzULrqTYa/DkQqejO4IVNc+RKrgYkzSpsMgEjHCYBMp0m+xWLkaBRjIDBv+f4uPGeS0u53zOXsGln54HcTSWacQFUS6zmzUo0D7Ky83a11+otJbXc5FrwVlKcY+UTLryQ5tLRUfq5fXtjNUZ86ing1VdJeHv5ZUq3vuYaanxTL5Rq5wFj89EqYpP3V83lmySJoirPOw+47DKaM5z8u+wyYOtW+ltzuYRcPrBdKrq5eVA+YbPe7nufzzhmO2GzESM2PR7DHpcqbDqJ2ASsffp6E7LLTTVLjvDk8xFPnjQei/qaAhuEsCkoHStHqND0GjbJ5orYrOQi0Vxj0wqzsJmreVC+ruixmPHY6cRoPs9M2OQX78eP0453Ok0/ixUEGhUmYJZL2Cw0YtMufarZd3hrHbHZ6MImiyRk5KrLWCths5zNg6wWvIAhYHR3GyUlIpHSBAxeFGHvubSU+z3tUtGTSWep6EB9RvI0E2ZhU1GKb8RSrq7ozS5kmxe8vMBbyQUvQPfpY48B3/oW8OCD9PPRRxtH1GRduxcW6Dx6PDSXsa7d9SJulkPYZHOUVcQm768ycVPXyS6XYwPrxAkjhTjfpphdCrm5eVC+Gpv1ZuclyVhTNZOwCRh2nxc2PR5g0yZnf8/Gt9OITStbX29CdrmpdskRRr5UdNERXeCAFlA6BBWn1BqbgDE5sILQVlSreZDTGptOIzYlyXCo2ARRTI0Wu4hNoHkiGkqFXZN6S0VvdkeoljU2Wepbo2EnbKbThrBmJY54vWQ/ZmbIVtlFj5WbUoVNVTXGiV39JIBs1a5dFIGzeTPw7W+XLmDs3Al897sUsbN5M/DGN+Z+T17YNKco5kpFzxXJ04xCVy0xz5t9fcXbG3PzIJGKbk2uBW81Nk5Z+YQrr6SfjbJZy3cC7+mh8yhJJGwODZFvec891bPlubCaSws9z3zEppU/z/zVvj5js2lxsXwbWJpmbG7nek9+HvL7je9ZirBZL/c9L2yya9BMwub0tJGWvGWL82Aau1T0fFl2POx6ezyN6Xvmox5S0flNB8aJE8ZjIWwKbBA1NgWlU+qCFzAmq1SKDJpVJBKbTJhDWE7a2+l9dd15jU3e2CcSmd/ZPNkpCjlbzFHiHQynQpf5PJvPUTM0hCiVSkZsJpPFC5v1tqNfbmopbDZifU3AXtjkRTXzImlkBHjkEeDoUbJV4+PU0Oq22yq/eVGOSB6fj+6FXMImQHNAKEQi7kUXFfYZdigKNe+YmqLvkssusmvg82XaDnPEZqNF8jQTZmGz2DR0INN+mZsHFbuBVS8CRzmxW/DKsqh3lgu+Ezhv391uOm92XbtrQTkjNtNpup+s/K+dO4FrrwX+4z9oLN1zD/CmN5XmrzIf+Hd/l0QQv582sOzek5+HfL7MxjJA49bYBAzhMpk01lSNXmMTML4XL5iff77zv2fj2zyX875+PlvP1oL1cq3LTT0ImyJiU1AkLaR4OGd2dha33347br75Zlx11VXYsWMHHnnkkVofVv1SDkfISWd05jwEg+V3ohXFmDCd1tg0R/M5qb1mFbHpdOc0V8Qmo1EjGsoFO0d81BtQvohNdo0lybimQtisrbDZiB3RgcyFBS9s2okjLJVxYqI2qYzlEjaB/MIm+325RWs+MyAXzHb4/dlpyoWkojd7pHYtMQubq1cX/17miE1+A6vYiM1mvN52C95Kp6E3Onwn8I4O+un1Gr6f10tjzq4MUjUpZ41NwL7sCEB2PhSic3L55eXxV2WZGhF1dNAcmSsKlo8K83ozRS+gcWtsAtYNhJopYpPHaX1NIDNi08rOA85T0evlWpebWtXYzJeKzjqiezwU7S0QWCAiNk0wUXPv3r1oX1547tu3Dzt27MB1112Hhx9+uLYHWI9UQthkHb15eGGzEnR2UqrQ9DTtBprFU7OwyQuZ8XimCGY+J2yiYBNEMc1kzMJmsWJdM8OfE15MLHcqeiG7u+ZjafZInko3DzILmY1YXxOgMen308Ivn7BpTmVkKVg+H/3/+HGKeLniisptZpQzksepsFnua8vmmXic7mWrbAMgM2LTHLVdbI3NZrzva0kwSOc3laLrUMpCJ1eNzUKEzWa/3nYLXiFs5obvBB4IUPMcHruu3bWgnHYeoDqbfHYCD1+Ds5ybWPy9F43ai3i8r8IiNgGyKbpuRAU6tfOKUj9+uVnY7OtrTmFTkqjZlFP4tRgvbDpNRU8mjc37ZhU2a1VjM1cqejIJjI3R47VrRYaAwJYWC+fKz1133ZUhagLAxRdfjL179+KRRx7BE088UbuDq1fK0TwoX8Smrld+l4zV2UylMsUFhrnGZjERm2xRXI4am42agltJeKeSH0e1FjbrcUe/nJhTORkiFT03bMGXT9jkUxn5c8pSQPlUxkpRjpIjfMSmXS1l9nv+9eXCSWaArhvCZiCQOb8VWmOz2YWuWjEyAtx5p9Fd+sUXgS9+sfioZf46msVrdv35DQMnXdGb8XrbLXhbLTOkUPhO4Ga7l6trdy2oZsQmv4FUTqGCv/esfHmGnbBZbMmRUKh+BBeriM3ZWfqpqo27Icw2tGZm6Of69YVl7fC2nt9gderTt8Kcbv7+9ZCKPjpq2M61ayt3DIKGR3gjJh555BHs2LEj6/ldu3YBgIjYtKLcEZtWndH5IuSVEob43XKrdHRzjU1z8yC7ruhAZSI2rVLRWx27iE27yKx8OBE2zVEsVhQjZDcS/HgXEZvOYRtokYj1pgdznPlURqvI8GqkMpZT2ASsi8MDdB7YuaiFsBmPG3ONVSq6kw0soH5TFBsdVpLh4EGjJIOqUt3ZYksy8GPbLkVRkgzRQtTYzOyKLiI2c8N37T5+nKII02n6WWwn8EpRjmag5ohNO9jvyj2HOxU2efHE6zW+e77IfP468cJmPd3zuVLRw+H6EWALYWQE+PKXMze0nnqqMJvPz+f89Xeait7sZaWA+qyxydLQAWDdusodg6DhqYNZtL4YHh7GtIWoxSI4rX7X8pRD2OQnCKsFZzUmE74zupVAwI7L5zMWVAxzx2yr5kGAtbBZjq7oAoI/R/w5LvZciVR0Z/DngK+xWWjkthPMi6BGFjZ5m8OiNq3EET6VMRymyM3eXmPxUo1UxnLW2ATs09HNDR3KiRNhk48wEjU26wu+JMP69UZ3aUUBhoeL7y5tjti0SkUHsudxM3yDw0aOJLdD1NgsHr5r9/w8RSDNz5fWCbwSlGMDi998zFV2hI+MLyfmVHQ72LGxZnJ2EZu57HwyaXyPerLxZmFT1zOFzUaDbWidOJG5oTU5WdiGll3EptNUdH5Ob8YgBaA+hE3zxjcvbIrGQYIciBqbJh5//HHL5/ft2wcAuPTSS6t5OI1BORa8/ERrteCsRiQELzLkithkkxnvAJojNgtpHiSEzfLRCDU268n5LRe8Dah286BGFjb5BkKsfqaVrWOpjPv3k1PHN0phqYzbt1c2lbFawqZZWCwn+TIDrD7fLGzmSkW3i+QBmnNDo9qYSzJIEo1/VaX/F9tdmpV00PX8wqZ5ocfD7t1KNDisB4SwWRqsa/eBA7R53tVFNrseIjUZlaixaQVf8qNWEZtMPGG+NC9s5hJz+P8Xk31VDczCZixm+K+NJmzyG1qrV1N0PkDXYcMG4NQp5zXG7SI2nfr0/PVu1jm9Vs2DcvmHoiO6wCFC2HTI/fffj/b2dtx00015Xzs+Po6BgYG8r7v11ltx6623luPwaks5dngLidishbCp69nCpjli024xBOSO2BSp6OXDLmKz2FR0c329fMImL27zMOdaUZrzuonmQcXBN1VgNsdK2GSpjLfcQjvXPT00jmIxEjWrkcpYDjvPX6taR2zyNZN5cgmbiYTz2muaJiI2yw1fkgGgczo/b1xXrxc4e7bwkgySRNeZzeP8XG5l650Im82IXe01IWw6R5YLE92rTTlS0Z3U2OTtfCUjNp0Im2ye4ZsHOY3YZHUrgfqy8WZhs5EbB/EbWjxuN/0rZEOLv5b82HQasdnsQQpA7ZoH5eqKfuKE8fn8xr5AYEIImw544okn8MQTT+Dhhx/OaCpkh6ZpGGPdu3Iwb5cK12iUwxHKlyJYjQVirhqb0aiR3sacAnM0nxNHyKqOnhA2y4ddxGY5UtFjMeP6FRuxWU/F5csJP95FxKZz+M0UtkCyi05nqYx3301O/tmzNA63bydRs9KpjFaRPIUKqbxQ6WTBWw+p6HxkYLFd0VnanKA0zN2l16+n68VsQCklGVTVmMftysrkEjar0eCw1tgteIWw2TyUewPLLmKTf77cczgvlDqpsWkWNoHcG7T8/3nBsJ42NJpJ2OQ3tPgyI+w6F7KhZZeK7rTGZitsVpoj8/lzXouIzXTaEDYHBoQvJciJGB0O2L17N+6//35cd911jl4vyzL6+/vzvq6tWepzVKN5UK1rbFrVxDSnohcSscmcDI/HeTShEDbzU8mu6LwjXqywWU+ObzmpprDp9RpCE9DYwia/UZarxiajlqmM5W4eVOuITaep6AB9d2bjixE2m/W+rzZ8SQa/n+wAW9yWWpKBT0O1axDFrq9VDc+lJeP5Zr3eIhW9+alWV3T++VrU2NR1+1R0IFPYFBGbtcW8obVmDflJbJ1dyIZWqanorRCxabbzzNcGKmvrWUmZdDrz2oyPG36XSEMX5KHphM0NGzYU1OCns7MTjz/+OIaHhy1/v3v3btx5552OUtAZ/f39GB0ddfz6hqfcqehWKYLVFjbNYyifsJkvYtPcFZ19n0IcDP7zPJ7mjPwrFXOEpdXzxb4fLzgVImxqmuFct4IjVGlhkzXmYAujRm7SwaeiOxE2gdqlMlpdy0rX2Cz3tc03z5g/nwmbLpchbOaqsWnXPKhZ7/tqU8mSDFaNQ1Q1c57NFbHZ7B3RAftIHiFsNg/lyMDi7badsFjJWspOUtETCUOwYcKmXUmdXHaen0fqyc57PPQvHifxlRdgG03YNG9o9fTQP6DwDa1ypqK3gp1Pp6snbEoS3YvRaKZ/KDqiCwqg6YTNw4cPl+29br/9dlx66aXYs2dP2d6zKSnHDq+q0oS1uJg/YrNSk4nfT4JVIpEtbPLOCxM2WV2uZLKwiE2+XmchjhAvpoloTWvsIjNrGbHZaqkrlRY2AbpXT5+mxfX4OC2w66kBg1PyCZvljmQpBUky7COj0SI2+QVdIRGbzJ6baynnWvDGYsa90Kz3fS2oVEkGvr4eG+P5Mi94Ws3OixqbzUm5u6LbRWzy/lS55zknqei8cGmVim7XMRvI9DXqNWIToPnuzJnsiE0HJdXqinJuaNldY6ep6MU0fm00cvUNqLSt9/nINvD3Jy9srl1b2c8XNDwNuBKsDg888AC6urqyRM0HHnigRkdUx5RjhxcwJola1diUJCOVIVfEJr84ZoKZOWLTvCAy7xKy1xYyMQphMz/lFjb561hsxGYrpK44rU1VDkZGgCefBF58EXj5ZeCuu4BrrqHnG41cwqbHY71pVEvshB6n1Lp5UL4mdUBuYbOQVPR6rb3WDOzcCTz2GPCtbwEPPkg/H320tDqzVuJ1scJms15vUWOz+bG6loVuGjqpsVnriE1+nsmXip6rxia/0Vdv9z1bq8zPN3bEJmBsaF14IX2f0VH6uX07Pe/U9ttFbIpUdINaNQ8CDJ9PRGwKiqTpIjbLwRNPPIHZ2VnLSM1ZfnIQEOXY4QVokpiYoMlK1zNTwKq1aOjspAiw+Xky6GwStEpFB4zv7jRiEzAEDKCwiVFVaVJNpejvGjVKrZJYCZiqWvx5UhT6W3OHY37Mm6NYzLRa6kopEX35GBmhXfuZGeO6hkKUonTLLYU5uPVAIEDfI5XKFjbrcayUKmzWOmLT7TbS8wpJRWf3eyGp6PUcydMMlLskA7uWqZQQNu0QNTabH0ky5iRGo0VsOhE2C4nYzCVs8tSbnWcCpqYBp05lP99olKPGOH+N7TYpRSq68Tidti7HUinYJsPSkqEDMGFTkqh5kECQAyFsmjhy5Ahuvvlm7Nq1C7fffjsAQ8xkvxOYsIoqKqZrGRMMNY2cId7ZqdYumbnO5qpV9NhO2OQjNp2mKPLRoE4jNkdGgE9+kqLUdB04doyi1G67rbGEnEpjJbIXG63JvyefVmr+HJGKnr3gZZTTCdI0Sj+dnaVUKnZeAwGgu5ucn3vuIce3UQR/SaKozcnJxhA2zfdXowmbgJGeV0wqujlisxG75QqssWoeZDfehbBJ54jVXhPCZnPhdpc2j7Ma8Lpem4hNt9soE+VE2LSK2MyVit5owiaQGfXWqMImUPqGltW1k6TM550Im15v83bnNvvzvD9drYhNTTOCi9jY7e8vfT0naHqa9K4snquuugpHjhyxTTnfu3dvlY+oAShHjU0gU+Sbn7cXNisdscnghU2rGpuAsfApJBWdj+RxImyyKLXJSSNKzett3Ci1SmI16ZVL2DQ/xxCp6PYOXjmdoAMHqKbeqlUkTPGfIUlUd+mll+h1tWiuUyzt7XRvz86SDWELqnoUR6ohbFZywQvQPXjmjHVmgN3n82nKTlPRRcRmY8GuMd8tuZCIzVaz83xkfqNsJAmcUWpkviSR/x6J1CZik73n7KyzVHQ2LxXTPIin3u57XsA8edL6+VbDar2aa7ybbX0rNASsVfMgINtHjMWMe1GkoQscILwRE4cPH4au67b/Lr744lofYv1RKWGThy0a/P7KOtF2ndHtamzapaLniuQpJBWdj1IbHDREHI8HGBoiwfWee4zupK1OpYTNXM/lKrQNtN6Cl6ecTtDUFN1nXq9xD7LOnwA9n0jQ6xoJZnM0jcpgMOpR2Gz0VHTAmGdSqewNCyC3sKnrmYKOqLHZPFjV1zOPd+Z7tGrEJj++q9EkTlAbnAp5uWC2sxYRm4BxD9p9vlWNTd6vK0bYrLf7nl+rMN/U57P2aVsFK1+1EGGzmMavjUY91NgE6B49dsz4v2gcJHCAiNgUlE4lhE1zmmC1dsmcCJtWqejptOHoq2p2FJCdsJkvYpOPUjOnSjRylFqlqISwaTW+RcRmJnZNbsrpBHV10bWMxeg+DQSyFyJut9EArFHgO5TyURX1tkgCmkPY5Bd78/PZn8EvhM01NoHMBXmubrm8sNms930zUciCt1WFTf4cCWGzeSk1Mh8wojBrFbHJ7sHFRevIfKtUdLuITSc1NmW5MvNVKVhFZrZytCbgLGKTn8d5W88HsDTznF7rruiMWEw0DhIUjIjYFJROuYRNfqLgF4W6bohDtRY2FSVzd5l3AJmjlq9LfCERm3yUmttNIoiiGMfZqFFqlaJSNTZzPSdqbNrf7+V0grZtA849l9K2dd2o4wXQ/ycngS1b6HWNBN8ZXQiblRc283VGt/r8YmqviVT0xqKQFEVdz0zPA1pP2KxkkzhBbSlnxGY8bp3JUq2ITbs6n4U0D8q1gcV/nlk8rTVC2MymlIjNVvDlgcyao7WO2OSFzaGhyn62oCkQwqagdMolbPITLh/lFosZhrVWwiYTWkOhTOeFF82Y85TvfPDCZj4ng49SA2jH6oILjPPQqFFqlaIehc1WjtgsZ3F1WaZmWeEwOTvRKJ3vaJT+Hw4Dt97aePXeeJszOmo8rkdxpJw1Nu0iefgFZSUWvLlKngDGcXk8xvcrRtgUqeiNRam111qtW64QNpuXXBFsTuGjMK02sawi48sJfw9aCZvl2sBi1KNvZ7W+4DNEWpFS7Hwr+PIMNubTaeMcSFLlxXsWPQ2IVHRBUTTYClBQl5SrK7pdJE01IyF4gdAqYtPsKFgJm1bfnX+ukIhNc5QaTyNHqVWKatXY5Md8IcJmKyx4ecq94N25k5plXXgh3ZOjo/Rz+/bGbaLFLzROnDAe1+NYMd8LhS54VdUYK/kiNlkt4XKTT9hkdpxfbAths/kptfZaK0RsihqbrUE5UtF5+2klLFYrYhOwbiBU7lT0ehS6RMRmNqXY+Vbw5RlWEZvVsPPmiE3mE/f0VMZOCJoOUWNTUDqVbh5UzcmETwtl6d3JpOHkmGti8g4gEx7znY9CuqKzKLVbbqGotJ4ecsJiMRI1GzVKrVLUonkQv4PZqhGb1UhFZ+zcCVxxBdWVnZqizYht2xr3HmjUVPRid+99Pron8gmbXm9logPyCZvs8+1KjvDHnWvBy29ENet930zks/OAM2FTVZu3OYfoit4alCMVnY/YtIrO5zOc7DI+SiGfsJmveVChEZv1OF8LYTObQoVNvjEr78vnW7s1OrywyR5XW9gcGzPOuUhDFzhEeCOC0ql086Bq1jVRVeM4WMSmXeMgIH80H4M/H3wkqBNnqBmj1CpFrYRNPm3DDBu/ipKZZtFM8DV5eCrlCMkyjf8rr6Sfjbyw5oVNPpq7HhdKdpHKhcAEw3zCZqUaMeQSNnXdWISXGrHJU4/XUpCJkwUvb2f4BS+QWQe83mrtlQvRPKg1KLWWMpBpP62ETfZcJRoHmd83X8Qmm2tExGbzI1LRnWGVil4NO8+vkV5+2XgshE2BQ0TEpqB0rISfUoVNPo2v2pNJZycteKenaaHLH4sTYTNfKjpfw82p6NZsUWqVohY1NgEa7+Yi2wwmnjTzghegMW7+/mLBmx9e2OSpRzGsHMImW0TaCZtWwmI5sdtAAygKjY3hcgmbzbyh0Uw4KanjJGKzHu/bciHLNIfpuhA2m5lydkUHrFPRrUp+lJNCamwy+8zbAF7YbNQam6pK55cXlltd2BSp6M5g5ymVMh5XO2Lz4EHjseiILnCIEDYFpZOvC7hT+ImCn0CqLWx2dVHB4kSCHIJcEZtWopnTCNZCUxlYlJrAHkmi859MGs9VS9gEcqeit4IjxC92AbHgdUI4bIgFPPU4XuyaZhUCL2zqeqbYr+vVjdjkN63YMTHKJWw2+4ZGs2A1bztNRdc0Qzyox/u2nLBNPNE8qHkpZ1d0IDtik4+Mr1TEZiE1Npu1eRBA/oUQNg1ExKYz+IhNlp1Qi1R0hmgcJHCICPcSlI55UpCk4iIJFcVwRmpVYxPI7FI8NVW4sJkvYpPR7BNjrTBfk1oKm/yCt9mvd7lKUrQaimK9yVGPAkk5hU0gc3EJZEY91yIV3a6hRbPVXhNkU0okDx8R1ux2np0DIWw2L+VIRc8VsZlMWkfGl5NSmwc1i503C5mtLmxaXTundr6aZdFqTT00D+IREZsChwhhU1A65UhbYbDJwq4rerVS0RnT0+WvsWn3XoLyYBYyS23kUIqw2YqOUL7nBNnwndEZ9bhQKmcqOpCdjs7/v1LCJn8fmlPR+QV4uSI26/E6CrJxMpc7WfA2+/VmY56PMBd2vrkw3wvFBCrkitjk/1+rGptWcw3/vXPV2LRqnFev/p1ZyLTyNVoJEbHpDD4VvVY1Nhnt7WK9LHCMEDYFpVOO3V0Gm4QXFgzHudbCJp+uaHYSnEZsNlLqSqNjdspLrW9XSIqiWdhsJUdIRGwWD29zGPUokJSzeRBQG2FTUYxFb7VS0QX1TykRm60obPKIWt/NRblT0c0Rm3YbSOWkkK7ozI932jzI6rl6tfMiYjOTUuw8H+RSr9e7XNRK2LTy+0TjIEEBCG9EUDrlcIIYbLLQdcMZqXYqeleX8biSEZut7mBUCvM1qWUqeisWG+cRwqYzzFEUHo/1+aw15U5FNwubfCRPpYRNwLDj5ohNu1R03qbnilQTwmbjUmiNTb4reqsLm8LONxflTkWvRcSm01R0j8eIvuS/N+/LORnz9WrnQyGa52Zm6DxU6nw3CqU0iWtFO1/truhC2BSUiBA2BaUjSZkTQynGz6r+WS26ojPy1dgsRdisV0eo0anXVPRmT6UQC97iMXdGr1enudyp6OYFbzUiNgHjXpyfzxQq7SKJ7GyISEVvHpwsePnIxFZNURQlR5qfcgib9R6xyYRNfp6xsgGAM9+mHu38yAjwla8AL74IvPwy8NJLwHXX0fOtitW1dNokjtl5v7/5bR77frpu1FMWwqagARDCpqA8lGPBC2SKP2wSqWXzoHwRm9Xsii5wRjWaB9k5/q2cii6EzeIxp6LX4yIJqHzEZrWETavMAPPn20Vs8jgRAJr9vm8WRCq6M4Sdb36aIWLT6zU2IszCKmDYen6escuSaMSIzZER4JZbgNFROn6Ph87J/v30fKuKm+WosdnsNh7IHPNC2BQ0EELYFJSHcgmbvHPA6p+xRYPXW530zFzCpjl93Er0El3Ra4tZyCy1xqZIRXeGWPAWjzkVvV7HSjWbB1UqkgfItOP8PeokFZ3HSSp6vV5LQSaFpqILYdNA2PnmohkiNiXJEE1zRWzy/qFdZH6j1djUNODuu4HZWWD1ajpWSaLvOjREa6t77sksp9EqOFmfWdl5XTd8hXq61pWCPwcsq6Uadl5Vs6+H6IguKAAhbArKQ7mETasFZ7Unk2DQMKy8sOnzZRtcEbFZf5id01qmoouIzeofRyPSKKno5YjYzNU8qFo1Nvl7kd+4ctIVnUcIm81DKZE8Qtis/nEIKke5hc1aRGwCxr1oFjZ1HYjH6TEvbBYSscmXpZCkym7EFcqBA8DBg8CqVZnXUlXpWHt6KC39wIHaHWOtKDYVPR6nRjpAa6zdamnn+XvS77durikQ2CCETUF5qETEprnGZrWEIUkyDCkvbFpNZqVEbLbC5FgLyp2KXsiCN1eNzWYXNp3UqBNY0yjCZjUjNqtRYxPIFDbtIkat7DyLgjE/Z6bZ7/tmoRwpikD93rvlQtTYbH7KIWzKsiFQ1CJiEzDuxWg0s5Yy3/G8HDU2g8HsuaCWTE2REOf1Zs5dzBf2eim9eGqqNsdXS4q1861k44HaC5us4VUwmHnvCgR5EMKmoDxUosbm/DxNvskk/b+akwkTNufmcgubpURsigVvZah0jU2Xy17QSKUyJ2ERsVn942hEhLCZ/f9KCpt8ZkCxEZtOx3uz3/fNQqE1NkVXdANh55uLcgibgBGNWeuIzXTaiNAEMucZPjrMaWS++bl6u+e7usjvjcXoOw0O0nM9PfT7WIz82q6u2h5nLSg2Fb2VfHmgdhtYIyPAk08aDa9+/GPgmmtatyasoGCEsCkoD5VqHlSrXTImbOq6sYAx19cEnEdsilT06lFpYdMueovBC5u8aFJvzm+5EQve4mkUYbPZmgcBmfdoITU2nTr+9XotBZmUq8Zmsy96hZ1vfsolbDIbWuuITSDzHi13xGa93fPbtgHnngtMTpI/2tVF4qbLRf+fnAS2bKHXtRrF2vlWsvFAbew8a3g1M2M0vGprEw2vBAUhhE1BeTDXcSkWXuybm6vdZGK1k+k0Fd1pdE8rTI61wHxNqi1sigWvgVjwOoN1LGXpN2fP1mdh/2oKm5Vc8DpJRecjiUTEZvPj5Bo7SUWvZARaPSDsfPNT7ojNpaXMDV+7DaRy40TYLEfEZr3ZeFkGbruNgjGOHychOZ2mn8eP0/O33ppZJ7RVsLqWImIzm2rbeb7hVThslPoJh0XDK0FBtKBVE1SEakRsVnMysSpW7DQV3cmE4PGULrgJrKl1xKbVgldRSu/OXu+IBW/xjIwAzz9vpN/80z/VZ/qNohji69RUcU5mPURs2gmbfCQR//lON7CsFooiYrMxKDQV3WoDy+tt/rrCosZm81PuiE1dz7Tt1YrY5DcZ+M+0m2cKaR5Uz8ImAOzcCdx7L3DhhTTHjY7Sz+3b6fmdO2t9hLVBkrLHsxM7z/sJ9Xi9y021/Xm+4RX/OV6vaHglKIgm98AEVaNcwiYrwq3rNJHUu7DpdMFrPietMDHWinJHbJqvZzHCZihUX8XlK4HTdF1BJiz9Zm6OnElZpvHC0m/qZREyMgL89V+T+KrrwIkTJL7edlthx1fPwiaLJHK5Mh37UlLRmz2Cr1mwsuuFpqK3gogtNrCan3JHbAJkW5mIWe0am0BmxGahNTadNA+qR3buBK64gsSgqSnKRNu2rTUjNXlUNdN+i1T0bKq9gcU3vOrqovMdDhvXxuulTKZWbHglKIgWt26CslGOFEWAxB/mJJiFzVrU2OSxqrFZbPMgUV+zclSjeZAZ3vG1Ejbr1fEtJ+YxLknNL+aWCp9+09lppN8EAvWVfsPE14MHjdpHXm9xtY94wdLcVKLWwib7fPNiu9hU9EBALCIbhXJEbLbCgtfqPIkx3lyYx32x15ePxuQjJtljSaps5lKhqehW0XxA/jFfz/e9LFOU5pVX0k9xr2aPb5GKnk21N7D4hlfhMAnwQ0PG71u54ZWgIISFE5QH3giWavyYgDg/X/81NlU1W7xxMiG0wsRYK3hHWZLsd+GdUmwquqYZwk0rXO9yRXm0Enz6DT+umF2ph/QbXnwdHDTEV5erOPG1HmpssswAIHPBwhbcZlG1WGGzFe77ZsHqGjsRNlMpo+NyK25g2T0naFwqEbHJ23bmFwUCld38LLR5EFBcdL6w842Fee52YudrFWRTK6otbJobXvG0esMrQUEIYVNQHsqVig4YTkIkQotm8/PVwGkquiQVHtFn916C8sBfD7e7dMe5WGGTd6Rb4Xrn2vUWWGNOv3G7aWOHLba8XiCRqG36DS++8tEeLCK3UPFVVY2xYhY22YLXyq6WE0ky5hN+jmGfbxZVrY5FCJvNhRNhkx//VnZeLHgFzUC5a2wC1hGbldy8AjKF1XILm7Js1JuenKx9VoXAOfnKS1nZ+VaL2Kz2BpZoeCUoE2KECMqDOdqoFHgRaGLCeFzNRUNHR/ZzduKUeVJ04vi3gtBVK/iIzXKkORUqbKZS9LPVd3jFYjc/fPqNzwds3QqsX2/8vh7Sb3jx1e027inm3BcjvrIFrV3Eps9X+TIGzAazVPRk0rh3naSiO3H8W+G+bxaKTUUXtdeErW82KiFs8mVH+IjNSlJojU3A2g6YnxsZAf7zP41mf3//9/XZ7E9gjfl6ilT0bGqxgSUaXgnKgGgeJCgP5YzY5EW/sTHjcTUnE7ebnCLeGbKqscleyyOaB9WWWgubwhEixGI3Pyz9Zv9+WgTyYh5Lv9m+vbbpN7z4GggAmzeT0MkiXYoRX30+clhzCZuVhs0zLDKAX3g7ieJxYueFsNk4OGkEKFIURcRmK2Ae98VuMllFbKbTRumGSkdsFiNsWtl1PkqM1ZuenKzvZn8Ce0Qqen5qtYElGl4JSkSMFEF5KGeNTTths9qTiXmhbhdlaRbPnOz4iojNyuFyGSlC0WjpKULlSEUXwqbAikZIvzHXPpJlQ/grtvYR+3u75kHVFDYBshf8sZgX3KLGZvNTjojNVljwCmGz+TEHKhQrbJq7ovM/zb+vBPz786nwhaSi83X0+XrT4bBxboLB+mr2J8iN+RoXImy2SkPAWtp50fBKUAJitAjKQ7m6ogOZC87ZWeNxtReJfJ1NRbHfXTYLmyJis3aMjAB33GGkCP30p6WnCOWrxwOIiE1ACJvFUu/pN5UQX/loT1YoXteNRW8thE0+ise84JYkZ+NbRGw2LlbzttnWC2FTdEVvBcqVgWUVsZlrA6nclCNik//+dvWm66nZnyA/xURssvHTCr48IDawBA2LSEUXlIdKpaIz3O7KNpOwor2dFrypFNXc1HXrnetiUtHt0toFxWOVIuR2l54iJMv0fqz+XjHCZisseEVX9OKp9/QbJr7efTct7M6epftg+3YSNQu9r3jhktUXTSaNSJdqC5vz85lRNlaf73IZNgCwdvzN80OrLIKaASt7JVIUsxE1NpsfftyXMgdZRWzykZPVjNgstnkQb+fN9aYBGvvsNV4vzY21bPYnyE++iE3WGFHXyc7rumHnW2VOF8KmoEERwqagPPATQ6nNg6wmjmpPJiMjwKOPAq++SpOa202Rf7fdlr2IdxKxaT4nrTI5Vgs+RWhwkKI1Abo2Q0MUWXbPPSQeFeOou925hU3++rZqxKbZ6RFOUGGw9Jt6pZziKx+ps7REi0s+iqYawiZ/T87NZY5Xq0gilyvzGO2ETVk2RNJWuO+bBRaVy+y8LGePbf7/7BqLiE1h65uNZonYlGX6jMVF+1T0fBGb/Hjn60339dFrg0HDLtRDsz9BfvJFbAI07lMp8udjMcOvbwUbD4gNLEHDUifhIIKGp9IRm9WcTFjk36lTNAF6POT8sMg/c1qz6Ipee/gUIf5cy3J5UoT48S1S0a0REZvNT7lqH/HCJRMLedGw0gteIDNqPl8qOpB7wcvDj/tWWQQ1C/w1zpd5IVLRDYStby7K5c/XOmITMO5Ju1R08yZarpIjfL1pRQF6e43vUGy9aUH1cSpsArSBxfvyrbJ2E3Ze0KAIYVNQHiotbFZLGOIj//r7jeLgPp99cXDRFb328ClCfLF3dm28XiCRKD5FiL/GQti0RtTYFDiFX0xaNZWoRSo6v+C2+vxc9Rbtnm8FoauZKFXYbEU7Dwhb32woitGAcWGh+GY4tY7YBPILm4VEbDZCsz9BfgoRNtPp1vPlAWHnBQ2LsL4O2bFjR60Pob5plohNPvLP3BDJLvLPSVd0Scp0FMWCt7zwKUKyDKxbB3R30446UHqKUKnCZitcbyFsCpySL2Kz2qno8/P5u/Xmq8vFkGXD1o+Oig65jUQxwmar2XmRotjcjIwAf/AHRgPGX/2q+AaM9RSxmUhQHWfASEWXpMI6ZAP13+xPkB8nc7mdsNkKNh4Qdl7QsIgamw64+eabsW/fvlofRn3DdnhTKWB8nBZzxe5a1jJik4/8Y82CdN1wwKyKg+eL2BwZAe66ixxFXafz8gd/YF2vU1AcLEVo/36KAgiHjVRTliK0fXvxKUKFCJusRlurR/IIJ0hgRz0Im3wq+vx85vi1q7HJY7WBNTIC7NtHkf26DuzZA3z968LWNwr8NRWp6NaIrujNCyvDNDtrNGBUlOIbMLpcRt3aWkdsAnQM7e2GsOnzZTd8c2Ln673ZnyA3ImIzPyJiU9CgCCuch3379uHpp5+u9WHUNyMjwGc/a+zwfvWrxe/wAuTsmB2Eak0mfOSfqgKbNwPDw0akn1XkX66ITeYovvCCUa/T47Gv1ykojkqnCJUSsako2elOzYgQNgVOMTcP4n+af18pckVs2nVF5zGPb2brmUjq8dAiWtj6xqGYWspM2JSk6kSg1Rqx4G1O+DJM69YZJX1U1b4MkxPYPVGriE2rzui8sGnGaS3lctWbFlSfQiM2Wy1IARARm4KGRVjiPHz729/G9ddfX+vDqF/YYu7IEWMx5/OVtpiTpOyozWpFQvDFwXWdBCl2LHbFwe0iNnlHcWjISGdnnbqLdRQF1lQyRaiU5kGhUHZUQDMihE2BU+ohYtNcYzNfKnquJnG8rff7DVsfCglb30jkS0XP1RU9EGhNOw8IW98M8GWYmKAJ5C7D5AS2SVUPEZvsXmVzjdWGs3l82wmbgsaFv6ZsfJvhhc35eeP5VhE2hZ0XNChC2MzB5z73Odx55521Poz6xa7Rjtdb+mLOPHlUazIpJvLPLmKTdxT517Od8FI7dQuy2bkTeOwx4FvfAh58kH4++mjpaaAul1E378SJ7DGdT9hsBURXdIFT6kHY9PmMMWoWNgtNRbey9ZJk/BO2vjEoJRW9FdLQARHJ06zwZZgA8un9fqCvj/5fbANGPmJT1zMjNutR2BR+TPOTz84DIhVdCJuCBkUImzbs27cPw8PDaG9vr/Wh1C92wl05FnPmiM1qTiaFRv7ZRWzyjqIsU/q6LFNTG6D0Tt0Ca8qdIjQyAnz/+0aphc98JrvUgnnBq2mGUNKqjpBwggR21IOwyWcGFJOKzo933tazjS7+PYStbwz4udyJsKnrrSdsigVvc8KXYQKAzk7gnHOMWsTFNmBk4mUqRc178kXGlxtzKno6bdRBF8Jma5IvMh8QqejCzgsaFBFjb8O3v/1t7N27t6i/HR8fx8DAQN7X3Xrrrbj11luL+oy6gF/MsdSVdNpYLFo12nFKLYVNoLDi4HbCJu8oBgLA4CD9Y5TaqVtQeViphTNnjGL6wWB2MX3eCRCOECGcIIEd9SBsAjTPzMwU1xWdH++8rR8cpCwGvjmRsPWNQaERm4mEIZK0qp0HhK1vBswNGPn03FIaMJo7o9c6YpMJt0BpNTYFjYuI2MyPiMwXNCjCYltQagq6pmkYGxvL+7p5vm5HI2IW7s47jyLVmPErZTFXqxqbPCzyLx92qeiVchQF1YEvtdDRQT8BGuurVlFpgnvuIQHcvODlHaFWjeQRTpDAjnzCZjUWvIAxz8RiVDoFoHFstdjJVWOTt/VDQ2QfGMLWNw75InmEnRcL3maFlWG65RbybXp6KDghFiP7VWwDRt6WLy7WvsZmvg00IWw2P/w1tru+dsJmq9h5sYElaFBEKrqJcqSgy7KMNWvW5P3XZhbvGg1zox1JMgyfXaMdp9SDsOkU84KXnYNKd+oWVJZCSi3kWvC2yg6vEDYFTrESNvOlglcCfp45fTr3Z+da8Apb3xwUKmzykfn17KOUE7HgbV4q0YCRFy+jUcPOsxJNlYa/L6PRzIhN0TyoNeGvqVUzUMBa2JQkYecFgjqn6Sz2hg0bMD097fj1nZ2dePzxxzE8PAygtBR0Rn9/P0ZHR0t6j4agUju8QO1T0QuBj9hkjYEYzFG8+24Syc6epYl0+3Y6N6U2tRFUDr7UAj/Js8d8qYVcC956HrvlRNSmEjiFFw/ZQrdWqegMtuC1q/uWb3wLW9/45Fvw8tdc01pT2BQRm81NIWWYnGBORWf2vhr1Nc2f4yRi0y5QQdA8FFpjkwmbwaB1B/VmRAibggal6YTNw4cPF/23jzzyCPbt24ebb7454/mnn34aAFae37t3r2gqxKjUYi4QoMkklSIDWy0nqBh4YdNqkiy3oyioDnyphe5ucoh9PuN686UWzpwx/q5VIzbNTo+IdBDYUU81Ns3YpUc6SVEUtr6xKbR5kEhRJMSCt7lwWobJCeaITVZjs1rlRnKloouIzdaEt1f5UtF1naKWgdax8YDYwBI0LMJic1x33XW47rrrsp6/+eabsW/fPtx///01OKoGoNyLuZEREkpffJEmFVkG/vAPKTq0HqNe+MWQ3SRZTkdRUB3MdfM2bDB+Z66b9+MfG79Lpw1HCGgdZ0hEbAqcUs/Cpt1n56qxySNsfeNiFZnPI1LRhbApKAw+KIFPRa9WsEKu5kFOuqILYbP54K9xvlR0wNjAapUgBUAIm4KGRYQRCMoDW8xdeSX9LEXUvOUW4MgRcig8Hpp4WBfqkZFyHnV5yBflIWhMCqmbJ1LRRY1NgXP4Bj3mGpuSZL/YKDdWwqbTVHSx4G0+8i14hbAphE1BYfCRmVNTtClsfr6S5Kqx6aR5kBjbzUchXdF5WsWXB4SdFzQsQth0QCE1OwUlwHehHhwkIypJJG4ODVHX2nvuodfVE0LYbF6cFtMXzYOEsCkoDLaoNEds+nzVq2NV7lR0QWNTSvOgVrHzVnZdlFoQ2MFvFE1OWj9fSViABJAdsWklbIpU9OankK7oPK1i4wEhbAoaFmGxc/DAAw/g8ccfxyOPPAIA2LFjBy655BKRkl4p+C7UvFFlAiffhbqeUv1cLqMeqN9Pwqtw9JsHJ6UWhLAphE1BYfh8tElgJWxWC6t7UwibrUu+SB5RY1MseAWFwdtTXtisVsQmQPdmPO6sxqZoHtT8FNIVnadVfHlA2HlBwyI88xzcdNNNuOmmm2p9GK0D34Vakkg40jRjt5XvQl0vjIwAn/60UQ/06FHgmmvqtx6ooDjy1c0TC14hbAoKgwmY5q7o1VzwhsPZz9l9vtMam4LGRVGMTcrx8exNSv6xSEU3ELZeYEetIzYBujenpigVXTQPEvB2/uxZ62CUVhc2RY1NQYMiwsoE9QPfhVqWKf28sxPo66Pf812o6wFWD/TFFxunHqigMuRKUbRKd21GhLApKAQmbMZitCnEBM5qRmyWkoouxndzMTIC3H8/zecvv0yPr7kmcx4XNTathZ5qlY4QNB71ELHJRNTFRWOeAUTzoFZkZAT45CcNO//YY9l2HhDCptjAEjQoQtgU1A+sC/XkJC10w2Fg7VoSDFkX6i1b6HW1hq8HOjRkpMu73fVdD1RQGewiNvn6Ts2OEDYFhcAvbOfmjKYSIhVdUG3YJuXJk4bN9vuzNylFjc1su858H4HACj4yk+9XUO2ITcbZs8ZjJ82DhJ1vHpidP3TIsPNer3UwipX/2iqbV4AQNgUNixA2BfVDIV2oaw1fD5Q39pKUXQ9U0PzYCZvBYOss+mQ587sKJ0iQC35RyS94qylsejzZGw9C2Gwt+E3Knh5DqPN6szcp7YRNRREbWAKBFbw9ZZtX5ucrTSHCphjfzQlv51evzt+cVkRsZj8n7gVBA1AHCpFAwOG0C3Wt4euByrKR0sKcNa8XSCTqqx6ooHLwE34qZQibreQIAZnij3CCBLmwEzarueAFsu9RUWOzteA3Kc31NM2blHbCZittYJnHfT1sNAvqF1Yz30w9RGyK5kGtg52dtwtGsbrurVJWChA1NgUNi/DMBfWHky7UtYavBxoIABs3Uu0etkiut3qggsrCT/jJpFHHqdWETVUlQR8QTpAgN/UQsQnQYoVf7IqIzdaC36RMpYzn2fXmmxbyAg0vbLaSnRcRbYJCkCSyqdFo5vO1qLEJ5Bc2RfOg5oS38+m08bxdc9pWT0Vngi8fZS1svaABEBZbUJ/k60Jda1g90P37yUFTVWM3j9UD3b69PuqBCioPP+HPzRmPW2nBC2QuAoQTJMgFL2Dyke3VFjbNndHtFtxiwduc8JuUbW0U0SNJxnzOb1JKEtm1dDo7YrNVsKqxKRDkIhCorbDJ358smwYQNTZbCXMwytAQCZ0s+MQcjNLqqegAjf1k0vi/sPWCBqCOQuAEggaikeqBCioPP+HPzhqPW2nBCwhhU+AcfmFby4hNkYre2vBNCwGqv9bfT4+tmhayOX1hwYhmaSU7LyI2BYViZVNrJWzyiK7orYO5OW1HB9DXR/bcys4LYVPYekFDIlQXgaBYGqUeqKDy8A4AL2y2siMkFgSCXNRTKjqP01R04eQ3B4VuUrLrzkfmC2FTILDHqp5mrWpsMlTV2kcR47s5KdbOM1hJhVZC3AuCBkSsPAWCUmiEeqCCymMXsdnKwqZwggS5qJfmQcUKm0K4bx7YJuXdd1ODibNnKUJ3+3Za7PKblMyuLS0Zz7WSsClS0QWFYrVZVasamwy7DTQRmd+8FGPnGaFQ6zSIYwhbL2hAhMUWCEql3uuBCiqPqLFJiK7oAqfUS41NIWwKAOeblK3eVIJ1i2dp+GITV5CPeozYtEpDB0SUWrNTrJ1vNV8eEPeCoCERnrlAIBCUCj/h810EW2nBC4iITYFz6kXYDAapXmIqRdEbdoKliORpfpxsUra6sAnQOWAd5IWdF+TDvFmkqtkbRZWkEGFTbGA1P8XYeSFsClsvaAjEVqtAIBCUit2E32rOkBA2BU7hBczFRevnK83ICLB3L/Dii8DLL9PPa6+l582IBa8AEE0lAGHnBYVhjs6sZrQmIIRNQeGY7VqrbV4BQtgUNCRC2BQIBIJSsZvwzWmuzY5Y8AqcYidgVkvYHBkBbrkFOHSIxq3HQ1GZ+/fT82ZxUyx4BYB16nWrLXqFnRcUgjlis9p1lK3uT7t5Rog5AkBEbAKixqagIRHCpkAgEJSK3YQvFrwCgTW1FDY1jRoIzM4Ca9fSWJUkEjeHhqhO7j330OsYQtgUACIVHRB2XlAYtY7YtCoxYjfPSFLma4Wdb02EsClEfkFDIoRNgUAgKBWRik6I5kECp9RS2DxwgLqirlqVOWZZY5SeHuCll+h1DHONTTG+WxORip55DsR9IMhHrSM2JSl788EuFR0QwqZACJuAiNgUNCRC2BQIBIJSEcImIRa8AqfUUticmgLicVrcKoohbrLFrtcLJBKZTY0UhRqDLSwAMzPACy9kRnQKWgMRsSkiNgWFUeuITavPzCVs8ptdQthsTYSwKSI2BQ2JsNgCgUBQKlbOL6vb10qIiE2BU+wEzGpE83R10b0Zi9GCd3iYBMvOTvp9LEYRml1dxt/89KfUXCgSIYHzD/8Q2LIFuO02YOfOyh+zoD4QwqYQNgWFUeuITSD7Hs21gSb8GIEQNoWwKWhIRMSmQCAQlIokZT8XDFo/38zIshHRdviwiGgT2KOq2XUrZTn7uUqwbRtw7rnA5CSJlD4fpaWrKv1/cpJEy23b6PWs0VAkQq/xeoFw2L7RkKB5EcKmEDYFhVEPEZuFpKILYVMghM3McyBJrbeeETQkQtgUCASCUpEk4QiNjAAPP0xRbS+/DHz848A11wjRR2CPOWrG56uO8yzLFGkZDgPHjwPRKJBO08/jx+n5W2+l1/GNhvx+us9lmRbndo2GBM2L2c57PNUR4+sJUXJEUAiNHLEpUtFbE7Nda7XNK0BsYAkaEiFsCgQCQTloZWGTRbSNjxsp+MGgiGgT5MZK2KwWO3cC994LXHghMD8PjI7Sz+3b6XmWXs43GpKXXSYmvto1GhI0L2LBKxa8gsKoh4hN82cKYVOQC7Nda2urzXHUEmHnBQ2IsNgCgUBQDlpV2OQj2jo7gelpet7vJ9Hn+HGKaLviCkMYEgiA7MVltSN5du6kcXngADUK6uqi9HN+nPKNhtxuIJnMXPh6vcDZs5mNhgTNixA2xYJXUBj1GLGZKxVdUaikTioFvPIKsHGj8F1ajVb153mEnRc0IMJSCwQCQTlo1QWvVUQbYNTkERFtAjvMC9xqRmwyZJmiNK+8kn6aF7B8o6GBAaC7G1i71vi9VaMhQfPSqnaeh1/wCsFHkA+zna/nGpsjI8ATTxgldT78YVFSpxURdl6UHBE0JMIjEQgEgnLQqju8fEQb3wXe7aafXi+QSIiINkE2tUxFdwrfaMjrJXGTLdStGg0Jmhux4BULXkFhKAr5A6yx4NhY9WsSm8VUK2GTldSZmjJK6oRCoqROK8LbNVmuT9+k0oiITUEDIoRNgUAgKAetKmzyEW1dXcCaNcDwsJGuKyLaBHY0grBZSKMhQfMjhE2x4BUUxsgI8PzzRhTkpz5V/SjIfM2D+JI64TCNa0kSTeJaFX4+D4VasyO42MASNCDCExcIBIJy0KrCJh/RxlLPWaF1EdEmyEWta2w6xWmjIUHzYxawhbBZu+MQ1D8sCnJ+3oiCbGurfhRkPmFTlNQR8EiSEWGcTLamoC3svKABEc2DBAKBoByYu2e2irDJItpuuYUi2Hp6KM0rFiNRU0S0CexohIhNhpNGQ4Lmp1U3sHhEJI/ACXwUZChEPgFAUZCdndVtLJivxiZfUsfvJyHW5TL8OtEkrnUYGQH+8i8pwljXgWPHKML4tttaaxNTCJuCBkR45AKBQFAOWnnBKyLaBMVQD82DCiFfoyFB8yNS0cWCV+AMPgrSPGaqHQWZT9jkS+r09gLr1wObNhkpyKKkTmvAIoxfecWIMPb5WrPOqtjAEjQgImJTIBAIykErC5uAiGgTFE4jRWwKBIAQNoHsxhoCgRV8FGQgAEQiJA6y+tvVjIIMBin6LhIBUing0CGgv98Yv6ykzv79VFMzHDb+lpXU2b5dlNRpZvgI49WrgSNH6HmfD1i7troRxvWA2MASNCBC2BQIBIJyIBa8RkSbQOAEIWwKGo1W38ACxIJX4Aw+CrKvj8RNPkq/mlGQ+/cDL7wALC6SUHnjjcDWrUZ6sSipI+AjjHXdeN4qwrgV/Fxh5wUNiLDQAoFAUA7EglcgKAwhbAoaDbGBJRa8AmfwjQUBahrExk41GwuOjAAf+xhFa7L04vb27PRiUVKnteEjjL1eowxBIEA/vV4gkWidOqvCzgsaEBGxKRAIBOVACJsCQWEIYVPQaIiu6GLBK3BGPURB8unFgQD9X5KM6FFzerEoqdO68BHGgQCweTN1RGe+fKvVWRU1NgUNiLDUAoFAUA74iZ9FBQgEAnuEsCloNETEpljwCpxT6yhIPr2Y1fZkwrxdAyPRJK414SOMdZ1EeCZqVjPCuF4QG1iCBkREbAoEAkE54Cf+YNBIYxEIBNYIYVPQaIjIfLHgFRRGLaMg+fTivj5gYoJETkY1GxgJ6pt6iDCuJ4SdFzQgQtjMwQMPPIDDhw+v/H/Dhg246aabanhEAoGgbuEn/lZc7AoEhWIWMvnGEgJBPWJe4LXimOUXvK2yyBeURq0aC/LpxR0d9I+n1dKLBblhEcZ3302RvmfP0vjYvp1EzVaqsyoi8wUNiBA2LZidncXu3buxe/du7N27FwCwb98+7N69G5dccgkuvvjiGh+hQCCoO4SwKRAUhojYFDQavJ33+1tzwScieQSNAksv3r+f7lc+k4alF2/f3jrpxYL8iDqrhLDzggZECJsW3HjjjRgeHs6Izpyensb09DTa29trd2ACgaB+EcKmQFAYPh8tLiMRIJUCDh8GhoZabwEhaBzMJUdaERHJI2gURHqxoBhqFWFcTwg7L2hAhLBpYt++fXjkkUcyUtABYNeuXZiZmanRUQkEgrpHLHgFgsJ49lnghReAxUUSON//fuC882gh2kopX4LGgRdAWtXOyzKwsECbESdPUqdpIQwJ6hWRXiwQFI6I2BQ0IELYNHHXXXehvb0dw8PDtT4UgUDQSPATf1tb7Y5DIGgERkaAPXsoWtPtJmGkvZ1SBm+5pTodcwWCQmn1DayREeALXwBefJE2I+69F/jlL8VmhKC+EenFAkFhCGFT0IAIYdPEkSNHMDw8jNnZWTzwwAMAgKmpKdE4SCAQ5EaSjCiWmRkRxSIQ2KFpFD0zN5dZVzMYBAIBShm85x5aiIp7SFBP8HY+Gm0tOz8yQpsOp07RoleW6f4VmxGCRkCkFwsEzhHCpqABEcKmiX379mHXrl144IEHsGfPnpXnd+/ejWeeeQb3339/3vcYHx/HwMBA3tfdeuutuPXWW0s6XoFAUAeMjADf+Q4JMroOPPAApdmKKBaBIJsDByglcNUqithMpw3HWZKoDtpLL9HrxEJUUC+MjJB499JLZOfHxiittRXsPNuMmJ2l+3ZsjJ73+Sj6TWxGCAQCQfMgamwKGhDhfXDMzs4CAJ544glcd911Gb/bu3cvHnjgATzxxBN530fTNIyNjeX9Nz8/X4mvIRAIqgmLYpmYoB1Oj4ciz1gUy8hIrY9QIKgvpqaAeJyaOHg89Jzbbfze6wUSCXqdQFAPMDt/4oRh5/3+1rHz/GYEv8iVpOzNCIFAIBA0NqyW8swMcPo0bW4JBHWOiNjkYB3Ph4eHs2pssv/ff//92LVrV873kWUZ/f39eT+vTdThEwgaGz6KpaODHACA0mn7+0UUi0BgRVcXCUOxGDA4aNQ8Y8RiJHTyzwkEtcIcrXjqFD3v9wO9va1h5/nNCLfbEDeZH+v1UvSq2IwQCASCxmZkBPj4x41ayqdOUaO4VshOEDQ0TSdsbtiwAdPT045f39nZiccffzxDyGQCp5n29nYcOXIk73v29/djdHTU8TEIBIIGhY9i4e2OooiUWoHAjm3bgHPPpWi3oSGAL92i68DkJN0v27bV7BAFghV4O7+4aDzfSnae34wIBIDzz6fnJYl+is0IgUAgaHxYdsKZM0YtZa9X1FIWNARNJ2wePny4pL9njYOssHteIBC0KFYptZJE/wdEFItAYIUs087/LbdQtFtPD90rsRiJmuEwcOutzRv9JmgseDsfjxvPu1z0sxXsPL8Z4fcbgiYgNiMEAoGgGeCzE1avBpim4vEAa9a0RnaCoKERo9LErl27ckZ8XnLJJVU8GoFAUNfwUSzd3TTxDw8b3QRFFItAYM3OnbTzf+GFwPw8MDpKP7dvFxEBgvqCt/Pt7ZR+HQ7TP6A17DzbjAiHaXEbjVLTr2iU/i82IwQCgaCxsaulDIhayoKGQHggJm6//XbMzs5mpZzv27cPAHDzzTfX4rAEAkE9wqJYJieNST8Uot+xKJYtW0QUi0Bgxc6dwGOPAd/6FvDgg/Tz0UeFqCmoL8x2fngYWL+eHreSnRebEQKBQNC88NkJPp/R1JFt4onGjoI6p+lS0UtleHgYe/bswc0334zHH3985fkbb7zx/2/v7nXbOLMwAB/bieEqGElAgCBpQlXbLBaUXW43vIEFaV1BxN6FCF2BQBbpyTsIqL0CTqotbbPYahsNkCIIEKzp2VRBAotbCKR/9EtqTHHk56nMmTH5KcirYxx+P7G/vx/1ev0WRwesFUtq4Wbu37+7+xJyN/g9/9bf/366DPHf/3576Ndf//pp/OwAd9mHeyn/5S+nM/OtQqMi7k2n0+ltD2IdDQaDGI1Gsbm5GZPJJHZ3d6PZbF76d7755pv4+eef4+uvv3Z4EHxK/vWv031p/vOf028zHz48/QfBs2dmsQDcBX7PA3BXnZxE/OMfbw92/HAv5Z9+Ov0i+p//9GUWK7NIf01js0Qam/AJOzkxiwXgLvN7HoC7anYq+v/+d/7qBNuOsGKL9NcsRWch33//ffz222/xxRdfxLNnz257OLA+SlxSK2ewGrLGQmydsDRZg9WQNZY220t5tjrhv/89XZ3wt79ZnXAOWVsvZmyW6FOYsfkp/Ixw2+QMVkPWYDVkDVZD1rgxqxOuRdY+PjM2AQAAALg+qxOoIK13AAAAAKByNDYBAAAAgMrR2AQAAAAAKkdjEwAAAACoHI1NAAAAAKByNDYBAAAAgMrR2AQAAAAAKufedDqd3vYg7oqHDx/Gn3/+Gffv34+vvvrqtofzUfzyyy9xcnJyp39GuG1yBqsha7AasgarIWuwGrL28c3+G3/++efxxx9/XPqsxmaJHjx4ECcnJ7c9DAAAAACotPv378ebN28ufeazFY3lk/Do0aP4/fff48GDB/Hll1/e9nAAAAAAoFJ+/fXXePPmTTx69OjKZ83YBAAAAAAqx+FBAAAAAEDlaGwCAAAAAJWjsQkAAAAAVI7Dg7iWXq8Xr169iq2trTg+Po5GoxHNZvO2hwWV1Gg0ol6vx+7ubtTr9cjzPPr9fhRFEf1+/8zz8gdXK4oivvvuu9jd3b00H4vkSfbgrOtkTZ2DmymKIg4PD6MoisjzPCaTSRwcHJRSr+QN3loka2rb+tLY5Ertdju2t7ej2+3OrzUajZhMJrG3t3eLI4Nqmkwm0ev1otfrza+laRqj0ejMs/IHl2u1WrG5uRkREUdHR7G7u3vhs4vkSfbgfYtkTZ2D5RVFEZ1OJ7rdbiRJEhER4/E4dnZ2otlsxnA4fO95tQ2Ws2jW1Lb15VR0LjUL9of/m1x0Hbhaq9WKJ0+exPPnz6NWq0Wj0Yg0Tc88J39wfXmex/b2dgyHw3O/DV8kT7IHF7sqaxHqHNxEp9OJg4ODeaNlptfrRafTidFoNM+T2gbLWyRrEWrbOrPHJpfq9/tRr9fPXJ9dOzo6WvWQoPI2Nzdjf38/hsNhdLvdcwtihPxBmRbJk+zBzahzsLyjo6PY2dk5c32Wo3dnkaltsLxFshahtq0zjU0ulWVZ1Gq1c+8lSXLutGugHPIH5VkkT7IHqyFrcFatVovJZHLm+mxW2bv31DZY3iJZW4SsrZ7GJpfK83y+n9KHNjc348WLFyseEdwd4/E4BoNBjMfjc+/LH5RnkTzJHpRDnYPFjUajeP369Znrsxw9efJkfk1tg+UtkrUP76tt60VjkwsVRXHp/SRJrnwGOGsymUSn05lvHj2ZTGJnZyfyPJ8/I39QnkXyJHtwc+oclK/f70eSJPODR9Q2+Dg+zNqM2ra+nIoOsGKNRuO9Qpmmaezu7kaj0Yjj4+NbHBkA3Jw6B+XKsiyyLIvhcHjmoBOgPJdlTW1bX2ZscqGriqZvGmA5H377F3FaGPM8n28mLX9QnkXyJHtwc+oclKvVakW/349mszm/prZB+c7L2ozatr40NlnaZDLxjSGUZLbB9HU3k5Y/KM8ieZI9WI46B8tptVpxcHBwblPlMmobLGaZrKlt60Fjk0slSXLhaWBFUcTjx49XPCKotlarFTs7Oxfefzdv8gflWSRPsgfLU+egPJ1OJ548eRL7+/vn3lfboBxXZU1tW28am1zq6dOn722G+6FGo7HC0UD1jcfjc0/JmxW/d0/fkz8ozyJ5kj1YnjoH5RgMBrG1tXWm0TIYDOZ/Vtvg5q6TNbVtvWlscqlWqxXj8fjMXhBZlkXE6Z4SwPU1m81zlyrM9mV5d+mD/EF5FsmT7MHy1Dm4uSzLoiiKc2ePvZsXtQ1u5rpZU9vWm8Yml0rTNJrNZhweHr53vdvtOpUPlnBwcBDtdvu9a+PxOA4PD89kSv7g+mb/eLxo6c8ieZI9uNhVWVPn4GbyPI92ux3Hx8fR6XSi0+lEu92OdrsdjUZjvqdfhNoGN7FI1tS29XZvOp1Ob3sQrL9erxevXr2Kra2tOD4+jkajce5JYcDViqKITqcTSZLMlykcHBxEvV4/93n5g4t1Op3I8zzG43HkeR5JkkSaprG5uRn9fv/M84vkSfbgrUWyps7B8ra3ty9dxvry5cszWVLbYHGLZk1tW18amwAAAABA5ViKDgAAAABUjsYmAAAAAFA5GpsAAAAAQOVobAIAAAAAlaOxCQAAAABUjsYmAAAAAFA5GpsAAAAAQOVobAIAAAAAlfPZbQ8AAAA+lqOjo8jzfP56b28vkiQp7f2zLIvxeDx/naZp1Ov10t4fAICLaWwCAHBn9fv9yLJs/rrsxuNoNIper/fe52lsAgCshqXoAADcea9fv47pdFp607Hb7cZ0Oo3hcFjq+wIAcDWNTQAAAACgcjQ2AQAAAIDK0dgEAAAAACpHYxMAAAAAqByNTQAAAACgcjQ2AQBYS51OJ7a3t+PevXuxsbERjUYjBoNBKe+d53lsb29Hp9OJPM+j1WrFxsZGbG9vR7vdjqIoIiKi1+vNx7CzsxNHR0elfD4AADensQkAwNppNBrR6/WiXq/H/v5+pGkaeZ5Ht9st7TPyPI+jo6PY2dmJiIinT5/GZDKJwWAQrVYrWq1W9Pv9SNM00jSN8XgcrVYrxuNxaWMAAGB5n932AAAA4F1FUUSWZdFsNmM4HL53L8/zUj8rz/Po9/uxt7cXERHdbjc2NjYiy7Ko1+txfHw8f7bdbsdgMIgffvgh6vV6qeMAAGBxZmwCALCWZsvB31Wr1Ur9jCRJ5k3N2es0TSPitJH5rlardeG4AABYPY1NAADWSpIkUa/XI8uy2NjYmM+U/BgNxcsapY8fP37v9ebmZkRETCaT0scBAMDiNDYBAFg7P/74YzSbzSiKIgaDQbTb7fj2228jy7JSP2fWrDxPkiSlfhYAAOXS2AQAYO0kSRLD4TBev34dw+Ew9vb2oiiKaDQatz00AADWhMYmAABrK0mSaDab0e/35yeilz1rEwCAatLYBABgrcyWn3/o1atXtzAaAADW1We3PQAAAHjXixcvot1uR6fTicePH0etVos8zyPLsqjVavNTywEA+LSZsQkAwFpJ0zRGo1GkaRovXryIwWAQeZ7H3t5evHz58raHBwDAmjBjEwCAtZOm6UedmVmr1WI6nZ57bzQanXu9Xq9f+HcAAFg9MzYBAAAAgMrR2AQAAAAAKkdjEwAAAACoHHtsAgBw5x0eHsbW1lbs7e1FkiSlvW+WZTEej+P58+elvScAANejsQkAwJ3X6/Ui4vRQonq9Xtr7jkaj+XsDALBa96aOdgQAAAAAKsYemwAAAABA5WhsAgAAAACVo7EJAAAAAFSOxiYAAAAAUDkamwAAAABA5WhsAgAAAACVo7EJAAAAAFSOxiYAAAAAUDkamwAAAABA5fwf2/BhZ1k+CnEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_id) / bx\n", "by_ref_bb = 100.0*(by - by_id) / by\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_id\n", "etay_ref = etaqy - etaqy_id\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_id)}{(nux - nux_id).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_id)}{(nuy - nuy_id).abs().item():.4f}'\n", " rf'\\quad C={c_id.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-20, 20)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 67, "id": "58dd670e-d15b-4355-9699-fad62e041b23", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646, -0.004463366147085646]\n", "\n", "[-0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892, -0.020077783079537892]\n", "\n" ] } ], "source": [ "# Knobs\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']\n", "\n", "ring.flatten()\n", "\n", "kni = {name: ring[name].kn.item() for name in nkn}\n", "ksi = {name: ring[name].ks.item() for name in nks}\n", "kfi = {name: ring[name].kn.item() for name in QF}\n", "kdi = {name: ring[name].kn.item() for name in QD}\n", "\n", "error.flatten()\n", "\n", "knf = {name: error[name].kn.item() for name in nkn}\n", "ksf = {name: error[name].ks.item() for name in nks}\n", "kff = {name: error[name].kn.item() for name in QF}\n", "kdf = {name: error[name].kn.item() for name in QD}\n", "\n", "print(dkf := [(kff[name] /kfi[name] - 1) for name in kfi if name not in nkn])\n", "print()\n", "\n", "print(dkd := [(kdf[name] /kdi[name] - 1) for name in kdi if name not in nkn])\n", "print()\n", "\n", "dkf, *_ = dkf\n", "dkd, *_ = dkd\n", "\n", "dk = {'DKF': dkf, 'DKD': dkd}" ] }, { "cell_type": "code", "execution_count": 68, "id": "a15c6955-7f11-4022-a993-f4776d301cea", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "\n", "dkn = np.array([knf[i]/kni[i] - 1 for i in kni])\n", "dks = np.array([ksf[i] - ksi[i] for i in ksi])\n", "\n", "n_kn = len(dkn)\n", "n_ks = len(dks)\n", "n_dk = len(dk)\n", "\n", "y_kn = np.arange(n_kn)\n", "y_dk = np.arange(n_dk) + n_kn + 2*1\n", "y_ks = np.arange(n_ks) + n_kn + n_dk + 2*2\n", "\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", "ay = ax.twiny()\n", "\n", "bar_kn = ax.barh(y_kn, dkn, height=0.6, alpha=1, label=r'normal', color='red')\n", "bar_dk = ax.barh(y_dk, list(dk.values()), height=0.6, alpha=1, label=r'global', color='black')\n", "bar_ks = ay.barh(y_ks, dks, height=0.6, alpha=1, label=r'skew', color='blue')\n", "\n", "yticks = np.concatenate([y_kn, y_dk, y_ks])\n", "yticklabels = [*kni.keys()] + [*dk.keys()] + [*ksi.keys()]\n", "ax.set_yticks(yticks)\n", "ax.set_yticklabels(yticklabels, fontsize=12)\n", "ay.set_ylim(ax.get_ylim())\n", "ax.axvline(0.0, color='black', linewidth=1.0, linestyle='--', alpha=0.5)\n", "ay.axvline(0.0, color='black', linewidth=1.0, linestyle='--', alpha=0.5)\n", "xmax = max(np.max(np.abs(dkn)), np.max(np.abs(list(dk.values()))))\n", "ax.set_xlim(-1.1 * xmax, 1.1 * xmax)\n", "xmax = np.max(np.abs(dks))\n", "ay.set_xlim(-1.1 * xmax, 1.1 * xmax)\n", "\n", "ax.tick_params(axis='x', length=6, width=1.5, direction='in', labelsize=12, bottom=True, top=False, labelbottom=True, labeltop=False)\n", "ax.tick_params(axis='y', length=0, width=0, labelsize=12)\n", "ay.tick_params(axis='x', length=6, width=1.5, direction='in', labelsize=12, bottom=False, top=True, labelbottom=False, labeltop=True)\n", "\n", "ax.set_xlabel(r'FSE (normal \\& global)', fontsize=12)\n", "ay.set_xlabel(r'Delta (skew)', fontsize=12)\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "ax.spines['top'].set_visible(False)\n", "ay.spines['bottom'].set_visible(False)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] } ], "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 }