{ "cells": [ { "cell_type": "markdown", "id": "06512e4c-c5d7-435e-b880-d25e3342f52a", "metadata": {}, "source": [ "## ELETTRA-41: ID model fit & compensation (minimal model)" ] }, { "cell_type": "code", "execution_count": 1, "id": "de71da71-a517-44c9-ac4b-452181265d01", "metadata": {}, "outputs": [], "source": [ "# In this example an ID model is fitted only from measured tunes (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\n", "\n", "# Here, a specific ID model is constructed that depends only on two parameters\n", "# These parameters are kx and ky, the inverse focusing lengths in the x and y planes\n", "# The ID transport matrix is assumed to be exp(S A), where A is diagonal\n", "# The diagonal elements of A are related to kx and ky as follows:\n", "# a = -kx*np - 1/6*kx**2*lp*np*(np**2 - 1)\n", "# b = -1/12*kx*lp**2*np*(np**2 - 1)\n", "# c = -ky*np - 1/6*ky**2*lp*np*(np**2 - 1)\n", "# d = -1/12*ky*lp**2*np*(np**2 - 1)\n", "# Where lp and np are being known period length and total number of periods\n", "\n", "# By measuring tune shifts it should be possible to find both focusiong parameters\n", "# First order analytical expressions for tune shifts are also checked:\n", "# kx = - 48*pi*bxid*dnux/(np*(12*bxid**2 - lp**2*(1 - np**2)))\n", "# ky = - 48*pi*byid*dnuy/(np*(12*byid**2 - lp**2*(1 - np**2)))" ] }, { "cell_type": "code", "execution_count": 2, "id": "ffbbe726-8e15-4e94-9302-cf6551f63599", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "import torch\n", "from torch import Tensor\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt\n", "from matplotlib.patches import Rectangle\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "from model.library.element import Element\n", "from model.library.line import Line\n", "from model.library.quadrupole import Quadrupole\n", "from model.library.matrix import Matrix\n", "\n", "from model.command.external import load_lattice\n", "from model.command.build import build\n", "from model.command.tune import tune\n", "from model.command.orbit import dispersion\n", "from model.command.twiss import twiss\n", "from model.command.advance import advance\n", "from model.command.coupling import coupling\n", "\n", "from model.command.wrapper import Wrapper\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize" ] }, { "cell_type": "code", "execution_count": 3, "id": "4a30eebd-84e0-457f-afa1-fcda4dd209a9", "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": "d7483820-f073-4c36-a096-68cdddac989b", "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": "79df7f7b-7bf5-4d86-bcec-3910583d4f75", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168, 'Drift': 708, 'Dipole': 156, 'Quadrupole': 360, 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice lattice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "9b99a55b-e92f-4c59-b883-4ef04314dbfa", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "1d42f39d-2ca7-4416-8577-18cb23469d29", "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": "2da43e45-5467-45c7-a5f2-dc9fe7cb0558", "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": "123fbbb1-5eb7-4a77-86af-38b3314f705c", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "ceb547b9-d712-42c6-80cc-552a06f40593", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "bbe4797d-e171-4045-bacb-cf7119bb97f8", "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": "a3294c68-2160-40a7-afd9-e3f82787db2e", "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": "fd06c252-c9a4-40d1-b26f-02e76ed01199", "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": "2b29e123-cce1-409b-9049-742afa3df45c", "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 matrix will be passed\n", "\n", "np = 40\n", "lp = 0.10036\n", "bxid = 9.415153508058193\n", "byid = 1.6398454447331792\n", "kx = torch.tensor(+0.0008418142893213273, dtype=dtype)\n", "ky = torch.tensor(-0.0014623657005811024, dtype=dtype)\n", "\n", "\n", "def elements(np, lp, kx, ky):\n", " ca = -kx*np - 1/6*kx**2*lp*np*(np**2 - 1)\n", " cb = -1/12*kx*lp**2*np*(np**2 - 1)\n", " cc = -ky*np - 1/6*ky**2*lp*np*(np**2 - 1)\n", " cd =- 1/12*ky*lp**2*np*(np**2 - 1)\n", " return torch.stack([ca, cb, cc, cd])\n", "\n", "ca, cb, cc, cd = elements(np, lp, kx, ky)\n", "\n", "A = torch.tensor([[ca.item(), 0.0, 0.0, 0.0],\n", " [0.0, cb.item(), 0.0, 0.0],\n", " [0.0, 0.0, cc.item(), 0.0], \n", " [0.0, 0.0, 0.0, cd.item()]], dtype=dtype)\n", "\n", "A = A[torch.triu(torch.ones_like(A, dtype=torch.bool))].tolist()\n", "\n", "# Empty ID\n", "\n", "X = Matrix('X', length=0.0)\n", "\n", "# If A 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": "37e4a028-2375-4721-8dd3-af6f24f749d5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 708,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\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": "7cf3a74e-51d8-4cf9-aedc-d0b24c1e5253", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[-30.4231, 0.0000],\n", " [ 0.0000, -7.8250]], dtype=torch.float64)\n", "torch.Size([2, 2])\n", "tensor(2)\n" ] } ], "source": [ "# Compute ID response matrix (kx and ky)\n", "\n", "def observable(knobs):\n", " kx, ky = knobs\n", " a11, a22, a33, a44 = elements(np, lp, kx, ky).reshape(-1, 1)\n", " groups = (\n", " ('a11', None, ['X'], None),\n", " ('a22', None, ['X'], None),\n", " ('a33', None, ['X'], None),\n", " ('a44', None, ['X'], None)\n", " )\n", " return tune(error, [a11, a22, a33, a44], *groups, matched=True)\n", "\n", "knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)))\n", "print(matrix.shape)\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 17, "id": "18b7fbf6-1207-4e8f-a0af-fe9ec22e9b86", "metadata": {}, "outputs": [], "source": [ "# Activate ID\n", "\n", "X.A = A" ] }, { "cell_type": "code", "execution_count": 18, "id": "cbb142ba-4cdb-4d2f-b759-6a49bd559e2e", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 19, "id": "69f1955f-7ca8-4b8a-ab13-606100e64209", "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": 20, "id": "c793b1c5-7326-4b32-9036-94f9de9fe230", "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": 21, "id": "6c0d510e-a5c3-4d7a-83cb-604d06ac4fae", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 22, "id": "1ddc918b-d3f1-4e6f-858a-6aad733247c5", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 23, "id": "ec41b6da-4063-40dc-9944-ce8544d4b76b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0257, dtype=torch.float64)\n", "tensor(-0.0111, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id))\n", "print((nuy - nuy_id))" ] }, { "cell_type": "code", "execution_count": 24, "id": "e2cd577c-046a-403e-aa9f-c9edcdb98280", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0., dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)" ] }, { "cell_type": "code", "execution_count": 25, "id": "c4e8b27b-b952-4799-a9f5-27356470507d", "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": 26, "id": "45fc695c-c138-4255-aaf0-726e6b161bca", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.4659, dtype=torch.float64)\n", "tensor(1.8668, 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": 27, "id": "131d4888-44b9-4b24-a9ef-8eddcd8cbb72", "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(8.6945, dtype=torch.float64)\n", "tensor(1.8486, 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": 28, "id": "bb7b9485-6709-4c98-8418-9eac3fa1e624", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64) tensor(-0.0015, dtype=torch.float64)\n", "tensor(0.0008, dtype=torch.float64) tensor(-0.0014, dtype=torch.float64)\n", "tensor(0.0008, dtype=torch.float64) tensor(-0.0014, dtype=torch.float64)\n" ] } ], "source": [ "# One step model 'fit' and analytical expressions\n", "\n", "def shift(np, lp, bx, by, dnux, dnuy):\n", " kx = - 48*torch.pi*bxid*dnux/(np*(12*bxid**2 - lp**2*(1 - np**2)))\n", " ky = - 48*torch.pi*byid*dnuy/(np*(12*byid**2 - lp**2*(1 - np**2)))\n", " return torch.stack([kx, ky])\n", "\n", "dnux = nux_id - nux\n", "dnuy = nuy_id - nuy\n", "\n", "print(kx, ky)\n", "print(*(matrix.pinverse() @ torch.stack([dnux, dnuy])))\n", "print(*shift(np, lp, bxid, byid, dnux, dnuy))" ] }, { "cell_type": "code", "execution_count": 29, "id": "7a91df23-f162-478f-a05d-27a11a3015ee", "metadata": {}, "outputs": [], "source": [ "# Set observable vector (with ID)\n", "\n", "target = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 30, "id": "c7deabb8-6325-469f-b42c-6bf83987dbe3", "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": "9495e7b8-f83b-4525-92c4-d3fc46fb8fc8", "metadata": {}, "outputs": [], "source": [ "# Set parametric observalbe\n", "\n", "def observable(knobs):\n", " kx, ky = knobs\n", " a11, a22, a33, a44 = elements(np, lp, kx, ky).reshape(-1, 1)\n", " groups = (\n", " ('a11', None, ['X'], None),\n", " ('a22', None, ['X'], None),\n", " ('a33', None, ['X'], None),\n", " ('a44', None, ['X'], None)\n", " )\n", " return tune(model, [a11, a22, a33, a44], *groups, matched=True)" ] }, { "cell_type": "code", "execution_count": 32, "id": "e70da7de-e9a7-487c-96cc-121b0dacfd5d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n" ] } ], "source": [ "# Error\n", "\n", "knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 33, "id": "f37f48f4-26b5-4d8f-b5d8-7a233cb640e5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(4.9720e-05, dtype=torch.float64)\n", "tensor(3.1927e-06, dtype=torch.float64)\n", "tensor(2.0824e-07, dtype=torch.float64)\n", "tensor(1.3921e-08, dtype=torch.float64)\n", "tensor(9.5816e-10, dtype=torch.float64)\n", "tensor(6.8047e-11, dtype=torch.float64)\n", "tensor(4.9871e-12, dtype=torch.float64)\n", "tensor(3.7654e-13, dtype=torch.float64)\n", "tensor(2.9193e-14, dtype=torch.float64)\n", "tensor(2.3148e-15, dtype=torch.float64)\n", "tensor(1.8690e-16, dtype=torch.float64)\n", "tensor(1.5307e-17, dtype=torch.float64)\n", "tensor(1.2671e-18, dtype=torch.float64)\n", "tensor(1.0574e-19, dtype=torch.float64)\n", "tensor(8.8749e-21, 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(2*[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": "e98142ec-5df7-4cf5-aa16-92d6df443025", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64) tensor(-0.0015, dtype=torch.float64)\n", "tensor(0.0008, dtype=torch.float64) tensor(-0.0015, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Compare fitted knobs\n", "\n", "print(kx, ky)\n", "print(*knobs)\n", "print()" ] }, { "cell_type": "code", "execution_count": 35, "id": "6c5b00b9-6581-42dd-8ebf-9f0f83bc3b42", "metadata": {}, "outputs": [], "source": [ "# Set fitted ID\n", "\n", "ca, cb, cc, cd = elements(np, lp, *knobs)\n", "\n", "A = torch.tensor([[ca.item(), 0.0, 0.0, 0.0],\n", " [0.0, cb.item(), 0.0, 0.0],\n", " [0.0, 0.0, cc.item(), 0.0], \n", " [0.0, 0.0, 0.0, cd.item()]], dtype=dtype)\n", "\n", "A = A[torch.triu(torch.ones_like(A, dtype=torch.bool))].tolist()\n", "\n", "X.A = A" ] }, { "cell_type": "code", "execution_count": 36, "id": "772622cc-55a4-4b9d-ac57-29111b0f7371", "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": "1e65283f-c58c-4734-a9b7-546bcb5435b4", "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": "9721ccdf-0530-45e5-9b7c-37e2d3aae2ba", "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": "dfaab32f-2c08-4da1-93b7-5b34a275730c", "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": "2778001d-7404-4fcb-99fa-06a79832fe47", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_model = coupling(model, [])" ] }, { "cell_type": "code", "execution_count": 41, "id": "de7dcb16-d67b-497c-b9f4-1815f81e3dd6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(-4.2393e-12, dtype=torch.float64)\n", "tensor(2.7019e-11, 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": "6f297301-88e3-4bc0-811f-7594aa8a5e4a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0., 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": "fe610d37-e650-432d-8b3c-7af30f642bb0", "metadata": {}, "outputs": [ { "data": { "image/png": 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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": "609126a8-0a12-4b77-b061-fd31b356d5c7", "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(1.8507e-09, dtype=torch.float64)\n", "tensor(4.0938e-09, 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": "9c782796-5bb0-41ae-af59-3783b4d09242", "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": "83696061-5ee5-4b8d-b0fd-da726d9c4e04", "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": "09b777cd-92f3-45ab-9987-76c207e03f88", "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": "4c0922a2-9e2f-48b2-a076-bd305d09eb34", "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": "22267767-5842-44a3-a06c-f53b96d60eed", "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": "2e92832f-b1bc-45e7-ada1-4449c38a5f4d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(208.9734, 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": "5b7ea8f1-0602-4225-8649-0ecfff517659", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(208.9734, dtype=torch.float64)\n", "tensor(12.3042, dtype=torch.float64)\n", "tensor(1.0892, dtype=torch.float64)\n", "tensor(0.3097, dtype=torch.float64)\n", "tensor(0.2609, dtype=torch.float64)\n", "tensor(0.2580, dtype=torch.float64)\n", "tensor(0.2578, dtype=torch.float64)\n", "tensor(0.2578, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\n", "\n", "# Response 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": "c2c43a50-701c-4db3-86c6-d2312d086ab9", "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": "1fe659a1-493f-4cf2-869c-8108c3e55aea", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(8.9501e-06, dtype=torch.float64)\n", "tensor(7.7136e-07, dtype=torch.float64)\n", "tensor(7.0486e-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": "0a23f93f-15fc-4436-8b7d-ef904d49c6d2", "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": "37b77397-8312-4c11-8512-1776dfab456b", "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": "566f483f-4ef8-49a6-9070-497013decc42", "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": "77b49ebf-ea54-45b2-955a-91bab5cdd6fb", "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": "e96a6267-f5ab-4763-b941-5200161f8331", "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": "96c2d428-074b-427f-bc16-628a76a31f87", "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": "175d2707-c361-42dd-84f3-f1e7cbc292c2", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 61, "id": "40e8a169-beea-4704-a193-c19f37d97fda", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0257, dtype=torch.float64)\n", "tensor(0.0111, dtype=torch.float64)\n", "\n", "tensor(4.6479e-05, dtype=torch.float64)\n", "tensor(6.6728e-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": "2eac9350-f351-457e-98dd-978c775bc4e6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0., dtype=torch.float64)\n", "tensor(6.6421e-17, 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": "8df0c9f8-2e9c-4387-bdfc-d540c5f2fad4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 64, "id": "6d5bc9c6-46dc-4125-9407-b0af813ca71f", "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(11.4659, dtype=torch.float64)\n", "tensor(1.8668, dtype=torch.float64)\n", "\n", "tensor(0.2055, dtype=torch.float64)\n", "tensor(0.3863, 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": "f84faac4-0b0b-471e-bbbb-c2fa1e002c8a", "metadata": {}, "outputs": [ { "data": { "image/png": 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biFhauNAcIVVZSWRnaWm0z4pQpLgLWp5SbkY8pBQrt2KVDXy8EeVWiYXPBzQ20lqktTU5a5HFi2lTXpaBM84Abr3VHCEFWNto5Ykrt+Xr6QJBSgkI2ACvlAKifaXcCL+fJl5JEvL5dINby/feeYeObfRoYMwYes5M/b1A6sB2iM85R3nOyJDT56NrLMvkC8MnkMLovHuAle4deWT0NdWCJJFB7OGH06Li5ptps8MJCE8p9+O88+g6tbXRfBRrQanu7MbmMGEA7D6ks1LKTm7U0kLkCCDGYTKRzLWILNP7//3v9PMFFwDXXBN7nuNhhZQSSqn4IUgpAQEb4EmpqipSSHk8ZOS5Z4/yOjd0uGO7laNG0WJizhyxS5lOcCMpJctK6d5ppymTvBWps0DywXaItXb0tHaI+QSSJXg82HUXSX36IpaflBqZmaSSGjyY5jrm0REvhFLK/aiqojggSbSoj5VDqOMNTyQIRYq7wC+o000pZSde7NqlfC/mr+SArUVGj6a1yAknOLcWUTdjkGXgiSfo/WtqaOP0iiusEVKAtY1WMYfFD0FKCQjYAE9KeTzACy8ov2NqKTd0uOONBIcPp+dmzxby+XQCS+jdtPPy/ffAli1AVhaRnAyMlOITXAH3wUxCz2LH0KGUQM6b1zVmsBI+kdSnD/jkvbaW7mNJAqZNM7+JUlgIzJ9PXYvWrVNKI+KBSOjdDb+fmhyUllI8mD7dfA7h1hJ0AQXq7ntu6yStRjzle4DSeRYQ8SYZ4NciI0bQc7NmObcW4ZsxRCLAQw8BL71EhFRGBjBjhnVCCrC20SrUvvFDGJ0LCNgAm8BzcxUJ+913U2BcvZoCoRs63DH5vM+nKFva24WhYzrBjQn9m2/S46xZQEGB8jybwFnJl50kQCDxiNW5iE8gFy0CmpsVHyrepJhdX7cvYAQUsOQdoG6KADB2LHXVY9fcDIYOBe68E7jxRmDZMmDYMDLAtgtBSrkXLB6cc46SR4wZQ0SmGdNyNneJ6+pe8KRUWxv9nJeXuuOJhXiVUjwpJfLgxINfi7z1Fj3HrAPY7+MB34zhtddow2XPHlI6XXed/XWYlfI9QUrFD0FKCQjYgNpTyucDNm0CHn0UePBB4NBDU09IAdHyeLXiJtXHJmAO7HpFIu4gegIBWoQCwOmnR/+OSZ0BGm9sQhdwF2IZcvIJ5HPP0XNeb9cEkqlAxWIzfcAn77170/ft7fY2UaZMAa6+GliwgIyvhw4lJa4diITevWDxYNo0hZTatQu46irl90bQKt8TcA9CIeWe83joeu7fT0SzW+GkUkqW3ZFbdWdorUXYNXRqLeLzUbfgBx+kcTxsGHlIxfP+gpRKLgQpJSBgA2pSCiDT17//nQITr0ZyC9youBGIDbWqxWzXkETh/ffJT2TgQMXgn4EnoQIBQUq5FbFIKZZAhsPK73kCnkGU76UnfD66ZtdfT48HDwK/+Y29OevHPwZ27CBF3fz5pKYbN876+willHvB4sGqVcpzzJPHzJgRuYe7wZfbl5YSYVNb271JKd5TCqA4yHeUFUgcWP6RiDg/dSqRi/n5QN++8a/DhKdUciE8pQQELCIUUgIOT0otWkSBUJKAujr3+TW50ZtIwBiyHH293DDRsZ3yU0/turOYkaEkdqIDn3sRq3yPgb+GfKxjEOV76Ys5cxQysbAwvuT9yiuBY46hcXXLLcDevdbfQ+wyux88eVFTY34+EuV77gYr3cvMBAYMoO/d3oEv3vK96uron8XGSvKQyLXIa69RPpKd7Ux3P0ZKmfGUEt334ocgpQQELIKvvWcLNea5cO65ZALKvFfcQkzJstitTEeor1Wqr90PPwBr1xIZccop2q+xIncWSA1iKaUYWJIlSWRqr4Yo30tfvPCCkryHw/HNVR4PdeErKwPq64mY4udJM+ATejGe3An+moZC5slHUb7nbvDK/7596Xu3d+Azu7GihVAouks2IEipZEGWE0dK+f3Au+/S+uumm5wxUbdidG42rxLQhyClBAQsgk3gHg/tLPGmwLfdprRPP+889xBT/KQtgmX6QJ3Ep/raMYPzH/1IMUlWw8okLpAaWFVKeb3afhuifC894fcDixdT8n7KKc4k73l5wD33AE1NwIcfAn/+c9dxYdTdTyT07oe6q6q6BEoPYkPM3WDXNTcXKCmh791OSsWjIK+poRydL9cTRHhyEA4rymon4wFbh02YQPNa796k/o13brOyySqUUvFDkFICAhbBglNODi3UeFPgPn3I5BwAhgyh592wYBMJf3pCTUqlMnEKh4G336bv1QbnPIRSyv2wqpTSKt0DRPleOoIl76ecQsk76yDrBDE1YABtxuzZA7z8MvDkk13/r0cn6xR+HO6HmpTizaKNwOYxcV3dCaaA45VS6VS+ZzWnZeN24EDlOTfk6T0BiYrzbB3GfND69KFHNrfZvb52jc5FrLMHYXQuIGARbALPzaVHvqsEAMyYAXz7Le0W33tvUg9NF/GaQgqkBm5SSn36KXmlFReTf4weBCnlfthRSmlBlO+lH1jyPngwsHKl0vbdqdbcv/890NgIPP448Mgj1JGvtjZ2dz9Rvud+xKuUEuV77gRPSqWLUiqejVZGSg0dSpYEgIg5yUKiNsjZOox1hmadZYH4/BKZp1QkQsdr1GhI+CLGD0FKCQhYRCz1wPTptEO8ahV1KWNJfyJQVUULQ62g6/dTIC0vF6RUusJNSilmcH7yycYTs5VuJQKpgVNKKVG+l35gyfvrr9Mj21wBnOsYO38+LWoXLaL3PPRQ4PLLjd8/Ho8YgeSAN8QOhUT5XncBv9Gajkopq/GCkVJDhijPiTksOUh01UZdHT3ypFQ84DfkgkFBSiUaonxPQMAiYi3Uhg2jyS4UAj77LLHH4vFol1yoSyX4CVzsVqYP1L5MqZroamuBTz6h7087zfi1sZRSVVX6JUJGnjMCzsFsYhhLKSXK99IXbCGaqE2TJ56gOZLtMMcivIQfh/vB4sHIkfQoyve6B/Q8pdwc1/kYYTVeMDJ10CAlRxakVHKQSFIqGAQOHqTvWflevMjKUvKcWButonwvfghSSkDAImKRUgCV8AFUHpFIaHmB8MbrbCEgdqHTE25RSr39NiVtEyYoNft6iEVKmSVSBRIHs/EgVqwT5Xvpi5YWekwUKfXcczQ+JInGm5FXFd8dFhDjya1g8WDUKHrcvdsccSGUUu4Gr5RipFQwCDQ3p+6YYiGenJaRqTwpJWJOcpDItUhDAz1mZgL5+c68pySZV/8LpVT8EOV7AgIWofaU0sKMGcA//0nqklh1yPGCEU8PPADcdx91RVN7d4jyvfSE+lql4trJstJ1L5ZKCohNSrFxWVlJScQRRwBbtpBCyshzRsA5OE1KuXlHXUAbjJQymsfsgu+EFAwCRx9NPwPa97dbFKECxmC5z/DhdO8HAqSoYSVfehCeUu4GH+ezs4GCAuDAAbq2BQWpPTY92CWxZRmorqbvBw2iEvRQSCilkoVEEjesdK9PH+1uwXaRnU3HHYuUEr6I8UPsSQsIWIQZpdShh5Ih9MGDwJo1iT+miy4iSfKuXTTpqhN/Ub6XnnDDYm3tWhpXubnA7NmxX892ldTHzoMp/O6/HzjzTODvfxeEVDJh1VMqltG5SOjTD2Y2V+yAV+oecQQ9N2uWcXc/tYG2IKXcCXadevWizo1AbF8pXgXn1oVaTy8p58v3gPTwlbK70VpXR+SCJNEYFnNYcsHnHk6vRZz2k2Iwk9OyMnUGMYfZgyClBAQswgwp5fGQ4TmQ+BI+AFi4kIKiJFGgVydYojQiPeGG8j2mkjrxRHMLWLPd93w+mrhlWZtIFUgcrHpKifK97odEeUqx7n4+nxIv2tqMW3OrY4UYT+4En/sMHkzfx/KV4q+lLLtz8d/TS8r57ntAenTgs0tKsfE6YABVMAhSKrlIZPlefT09Ok1KsZzWiJRSz2GClLIHUb4nIGARZkgpgEipN94APvwQ+O1vnZWT8mA7eaWl9HXmmV1LJRK5OyGQOKSalGpuBt57j743U7oHKPdFLFLK76fPI0k0gfv9gphKFpxWSonyvfRDosr3WHc/QIkFbBzp3d+ClEoP8LnPoEH0fSyllHoOa2/XjyepAl9Szn7W8ubsrtAjpdJFKWUlXjBSauBAehQbK8lFIo3O+fI9J2Fmo1WQUs5AkFICAhZhlpSaMoVes28fsHEjcMghzh8LS5zOOw945RV67qyzKCjzCZbwlEpPqBP6ZF+7d9+lJGLECGDcOHN/Y8YUko3bwYOpzPXII409ZwSchdmE3qxSSuwypx8S3X0PUJJ5dXmeGoKUSg/wJZ9MKWWVlHLrtWXzzsMPA7ffTh2Ur7iiZ8xH6lJeVr7HFvluRLxKKTZ+MzLo0a3jsrshkZ5SiVZKWSGlxHiyh24uShUQcB5mSSmvlxbbAKmlEgFWKvHjHyvPtbd3LZWIZ3eip/stpBKpJqVY6d7pp5tX+sWSOvM70Cz5nT3b2HNGwFlYNTqPpZQSCVj6IZFG5wx8+Z4RxC5zekCrfM8qKeXma+vz0SZiUxOphHsCIQV09ZTqzkopNl6Z0o+RUmJjJTlIR6WUmY1WMYc5A0FKCQhYhFlSCqAufEDifKXKyylxYjtdgDJB+3xKKUU8Sqme7reQSqRyl3nTJuD778l3Ye5c838XSx3BiNSf/1wZi1pEqkDi4LSnlCjfSz8kQymlLt/Tg9hlTg/okVJG979W+Z5bsXAhNafR8+bsrtBTSrnZU8quNxFTSjFSSqh9k4tkeEolqnxPeEolHqJ8T0DAIqx0LTr6aJr0tmyhNrSsjj1RxwRoB8N4SKme7reQSqRyl5mppGbMAIqKzP9dLKkzI0oPHFCeY58z3cZSVRXd31rH7fdTost77LgFovueQDKUUnbL90RC707wpFT//kTetLQAjY1Uhq2FdCnf8/uBxx8nA+zSUmDkyJ5TUq7eaHW7UkqW7Xc6E6RUapEMpZQbyvfEHGYPQuMgIGARVpRShYXApEn0faJK+IDYpFS8EwFTsTzyCH0eQUglB+qdmWQl9IEA8M479P3pp1v7WzPtc4HohWq6TuDpqiI0u1spPKW6L6xsrtiF3fI9txIXPRmyHF3mlZ0N9OtHPxuV8KVD+R6L19OmESEFkCdoTykpV+e0vFLKjSpYdXwwO6YYgQooSj9Rgp5cdNfyPfUcJ8aTPbg0ZRYQcC+skFKAUsKXSlLKCaNznw/YuZO+wmFBSCUDqUroV64kT43+/YGpU639rZldJSB6zMYisNwKRtbyC5d0UBFaVUoJUqp7QZbdbXTuRuKipyMUUu5zFg/Ywp6pT7SQDuV7rKScKYQAuj96Skm5mqBmi/pQiPy13Aa7m3VsnBYVKXFPeEolF4kipQIBRf2bCqWUekyKOcweBCklIGARVkmp6dPpcc2axE3wySClFi6k95EkCsDdfffQDVBfq2TtvrzxBj2eeqp5g3MGs6QUv1B140LFLHw+6n75+98Dkye7n5ACrBudC1KqeyEQUBQQwlNKwAz4a8hiPCuBsqKUcuO1LS8HLroI+OYb5TmWU/HenN0V7LOy+zUzUynHdKOvlN3NOnXpHiCUUslGojylmJ9UZibQq5dz7wuYU/+r5zhBStmDIKUEBCzCatlDaSlQVkaLgE8+ScwxxSqFipeU8vuBZ56hz3L44cDZZ/cMWXuqkYrdl+pq4KuviIw69VTrf2+HlEr3CXzsWPo8+/ZRUuRmQgqwbnQuPKW6F9iOsiTpX1snIMr3ug9Y3pOZSV+AuQ586VC+BxBh0dCg/Mxv9HV3aOW0bvaVsrtZp0VKCaVUcpEopRRvcm51IzUWhNF58iBIKQEBi7CqlAIS34UvkZ5SrBzpjDMUv4Uzzug5fgupRCoSemZwPnUqmb5ahZkJHOge5XsMr79OpHMkQtfI7feE2XbaQinVPcEvQp1O4HlYLd9jqi1BSrkPWrHADCmlju1uVcWuWxf9c08hpWRZuf94UsrNHfjslu+xcaqllBJzWHLAXzsnY0GiOu8B9ozOxRxmDwkjpVatWoWpGmYkW7ZswX333YfFixfjvvvuQwO/NSEgkAaI1ZFKC4yU+uyz2AoSO+ATKK1gGI9SivktzJoV/R49xW8hlUh26UMkArz1Fn1v1eCcwY6nVDrvKvn9wNKlRNgec0x6kLVCKdWzkYzOe4D58j32e0ZKpXM86K7QIqXY4t7IUypVJehWwUr3hg+nx55CSvH3ZroopUT5XvqCzwudPOeJMjkHRPe9ZCIzEW+6ePFilJWVYdWqVV1+d9555+HLL78EQATVZZddhkWLFiXiMAQEEgK+A41ZjB5NptF79wKrVtHi1Ukk0lOK+SkwnyFAmUzcXqaU7kg2KfX555SEFhYqXmhWYYeUcuvueSwwFeFRRwHbtpE5PLsn3NxOXBid92wko/Me//6xSCk2HoVSyr0wIqUaGyn25ed3/bt0Kd9jSqlp04Dt23seKSVJincOoJBSblRK2c2LRPle6pGo8j1GSjltcg6Y677Hq31bWtwb59yOhCil5s2bhylTpnR5fsuWLVE/l5WVYdmyZYk4BAGBhICXOlsp35MkZZGfiBK+WAt8/jm7BAAL+oBYNCQLyU7oGfF40klAVpa99zAzgQPRC9V0Ld9jKsIJE+jn9nb6LG5WEYbD0fev0b0slFLdE8novAfYL98TCb37oEVk5uUpi0A9tVQ6lO81NwNbt9L306bRY08jpbze6FLedCKlzMSLUAjYs4e+Z2WngJjDko1Ee0olgpQyY0nB7iNmsi7mMHtIqqfUsmXL0EelrevTp4+mokpAwI3gF9pWSClAIaU++sj5CTBW+Z664wXrvGQFLOgDIuAmC8kkperraWwCwGmn2X+fnlS+V15OBNTBg8pz7Hu3dm0yO6bMEPBsESMS+vRCssv3gkHjOUed0ItND/dBLxbEKuFLh/K9776j8TlwoEJYxCJSuwv0VJPMU6q7lO/t2UPX2OuNLvESpFRykWilVKrL94TaNz4klZTS84+q4yUYHAKBAJqamqK+BARSCT5RsUpKHX44Jd0NDZQEOQkrRufMkNkqhFIq+UgmKbV0KV3XceOAkSPtvw+/q2RmIQq4c/fcCpqbtb93I8yaxJoh4EXpQ3oiWUopftwYLfLV5XvpSlJ3Z+iV8sYyO0+H8j3mJzVxokLOtLba27xLN7BYoL6u6aSUMpOPMtJ04MBoRZjwlEou+LxClp27xxKplLJSvsdKmN0Y59IBrui+p0dWzZ8/H0VFRZ1fQ4cOTe6BCQiowCZwtdTZDDIzgaOPpu+dLuGz4iml95pYEEqp5IMt1hjRk6jESZaVrnt2Dc4Z+FIvM3JnIP1JKV4plW6klN69zF8fUb7XvcCUUskq3wOME3qhlHI/9MiLWKRUOpTvMVLqsMMUUioc7hl5TiylVG2t+8g5NoasEEpaflKAsrEiYk5yYDb/sAq3KaV6QuxIBJJKShUXF3dRRdXV1aG4uFjz9TfffDMaGxs7v3bu3JmEoxQQ0Ecs499YYF34Vq50dqK3SkrZmYD5W1cE3OSAXTc+UU4E1q0DduygyfeEE+J7L94s1YiU6g5G5ww8EcUTVG6E2aSQJVnZ2foEvCjfS08kq3xPkpSE3sijR5Q+uB96DV6sKqXcdm3DYUW5PmFCdG7XE3yl9K5r7950/0YipO53E9iYYtfKTD7KxqceKSXmsOQgUaQU2zRPBCnFclqjfJbNYcJTKj4klZSaM2eO5vPTmLOgCl6vF4WFhVFfAgKpRLyk1I9+RIqpH34gEsApWCWl7JAAonwv+WDXkiWMTk10VVXUOY6BqaSOPx5YvJh+bxeZmUqiZ7Sz1J1IqXRSSpldJPIGuHoQCX16Ilnd9wBlrjQq31Mn9GJ+cR/04kEsUko9Z7ltsbZ1K90PeXnAiBEU09gitCeQUnqxICNDKYVym6+Unc06PaWUUPsmF4kgpQIBZaMlVUbnYg5zBgknpfjSvLKysqjfbdmyBdOmTdNVSgkIuA3xklJ5eQBrTPnhh84cE2DNU0rvNUbggz4gAm6ywK4bG29OnXePB6isJGKqpQVYvlx5/8pKJVGzCzNy5+5ESnVnTymjWCcS+vREKkgpUfqQ3ojlKVVbq008ur18b906ehw/XolnvK9Ud4fWdWWbVlq+Un5/fJtWTkBNSpmJF4KUcgfU84ATOS3bMM/OTkxJupl8VnTfcwYJIaWWLVuGm266CQD5Qi1evLjzd4sWLcJNN92ExYsX44knnsCiRYsScQgCAgmBE8k8K+FLJikVr6cU7ydl5+8F7MGOTN0MfD6gooIIqNtuo8k2GATeeYee9/nie38zxpDdxVMqFIr+nOlGSsXylDJSSonyvfREsjylACV2mSnfE7vM7oVe7lNQQF+Adgc+t5fvff01PU6YoDzX00kptmlVXU0/M6WU3+/MplW8UG/WxcqLZFkZm4xEZRBG58lFIpRSvMm5Va9fMzBDSrHPJUip+JCZiDedM2cO5syZg3vvvbfL78rKyjqfnzdvXiL+vYBAwhCvUgoAjj0WePBB4NtvaQeK7UbZRSgUnfhpTa7xklLqBpliAk8O7OwImgUjnm6+mZLvgQOBm26Kn5ACrO0sAelNSqlJqO5CSplRSonyvfREsrrvAdbK94RSyr0wyn0GDQI2bKCFv6ogwvXle0wpddhhynM9iZTSIhtZDnDXXUBWFuWpjJByYtMqXqhtDWLlo3V1FGMkCSgtjf6dmMOSi0QoJxPpJwVY22QVpFR8cEX3PQGBdAELSkbqgVgoKQHGjaPvP/44/mNSJ/tCKdV9kGij85//XGl93bevc8lmTyrfUxubdxdSSiilui+SZXQO2CvfE5se7oMRKWXkK+Xm8r3aWqCmhuLY+PHK82bUfd0Fel0VfT5qelJTA/z5z+4hpICuCnJZNm4cxBRf/fuT5yUPUb6XPMiyefsAK2Cb5onwkwKiPaX0xpmYw5yBIKUEBCzAKS8OvgtfvFAnTonwlBJKKftQm4rziOXPoE6+nD7vTz9Nk6wkUXKmd5xWIZRS7gWLBewaxfKUMop1IqFPT6RCKWWlfE9sergPdkkpN5fvffMNPZaVRd8LLOYZqfu6C4xy2osuotzg4EEic9xASAHKHMYfszpm8HmX2k+Kz7tE+V7yEA4rpA5TqDlZvpdopZQsx1aWixL0+CBIKQEBC3CifA9QSKkvv4w2ELcDM6SUUEqlDrypOA8z/gyJLN/z++mrtJRKSpnHlBPElJkWukIplRqwaxJrR09033MP4iG2teAmpZQsG+8yO/3ZBeyBxQOtMcMW+2ZIKTflDqx0j/eTAnpW+Z7Rdf36a7o/29po3nBq0ypeqDfrgK7zGJ93sXE5aFDXvEvMYckDnw86WarNNs0TRUrxOZDePCZK0J1BQjylBAS6K5wipYYNo93FXbuAzz8HjjvO/nslg5QSSin7YLuLlZXKz2b9GRJFSrH//5OfAG+/DeTnax+nXfSk8j01CaUmqdwGnpSqr49dvmcU61j5nlHphED8YAssIPq+5OOIFaSi+56e6oS/99kuMyvHYQpOJz+7gD2YUUoZGZ17vTQfuCnWM6VUTyal9GKB3w8sWgQccgjNFSee6Exu4ATUnlL8cwx8PsN8WzdvBt54IzrvEkqp5IEnpXJzgQMHnCWlElW+l5lJcxHbQMnP7/oaluuy3wlSyh4EKSUgYAFOkVKSRGqpl16iEr54SCkrnlLZ2TQx2CWlPB7aURITuDWwBOjOO4HbbwdGjgQuuSR2cqeWqTs10UUilJiNH6+QUvxxxrtraEUdAaT3BM5IKHZvpYtSKtaYMuOfJxL65EBNGF90EfDcc/Z9XtxUvsfHAf54wuHokiGnPruAPZghpfbsoVwjK0v5Hb+xEgi4J1YEAsDGjfQ9b3IO9CxSSuu68oTv1q3Ae+8Bo0bRZqobiCl19z1Aex5TN3NpaACuuSb62IVSKnlg1y0rS/H2ciIe8N33EgFJovyOdalWIxxWxh+bwyIRZWNFwDxE+Z6AgAU4ucM8fTo9fvJJfIvyWEop3lyQHbfV3UpGSvXtq/0/BGLjwgtp8mxqoknMTFKXKE+p8nL6/4xA4Xd+fD76fTyI1a1Ei0hNV7UNO4cDBkT/7FaoY0Gs8j3Rfc8d8PlokfjAAzTWHnvMHikjy+4q32PPezzRBCg/x7DPfs89VG781FOCkEo29AyxAVoM5uTQ2Kqpif5dIkvQ48GGDXQsffp07cjW00kptmnl8ykG8N9+q9yHqY73vPqOLfr15jGfT/EyysnpGjOEL2LywHKP7GyFlEqH8j0g2uxcDX5uY2pfwD0EfDpBkFICAhbglFIKoN254mJaxH79tf33USdO6kDImwva7QzBgn6/fvTolsQynfDUU8rOSVtbbH+GSERJlBLVfU+LlHICRhM4oF3K46ayDitIV1IqlveBGaWUKN9LLnw+Knlob6e4b4eUaW9X4kgylVJ65Xv8nMp3xlLHOp+PCP1gkMamIKSSC73cp6qKlGvMV4ov4fP7gTVr6Hu7G2KJAvOTOuywrmqGnkRKaW20sk0rIJqUkmVnNq3iBRtDZhQ3fj/Ncewaq/MuQUolD3xO4SQplWilFGBsSaEuS2QQ6yTrEKSUgIAFOElKeTzAMcfQ9/F04VMnTuqkj//ZbmLIgj4jpcQOgDX4/cCzz9KO7OGHA3PnxjYV17puTk9yjEApKHD2fWN5SrExy5Q2QPpO4Owcst32tjZ33x9qpZReO20zsU6U7yUXfj/FBUmi+8WO8TA/XyRTKaW3wOd3z43igd9P40yS6By4xXS5p0AvHjDPr/376WdmKs1KwBK9sWIXzE9q4sSuv+uJpJRenB89mgiEujpg797kHZcRWG6UmanEDK1xxcbggAGUd/3iF13zLjGHJQ9asT7evK+tTRnDyVBKaeW0fFMYvnQ5XXPaVEKQUgICFuAkKQUoXfhWrrSvNmABme0EqQNhvORGa6vyuYVSyjp4U3FGXBx1VOxud8kkpRKllIqljuDJMKNOfW4G85RiSin+OTdCrZQCtMeVFU8pscuceLA4UlZGC6zp0+11y2Sle16vcedPp2C2fC8nh+YwrXIc9tmHDqXPPmeOc51CBWIjEtH28QGUkq7166l0b9euaE+isjJ6nZvK92Q5WimlRk8kpfQIaq+X/KQAUku5AbxHqp7iho3BCy8E+ven5y65pGveZURqCTgLnpRi5E28551tmHu9id1kMbKk0FKAAe6IdekGQUoJCFiA012Lpk6lQLZ3L7BpU3zHxGqZ1UGeTeCSpCwwrUwEfNBnJIKYwM2D+TOceKLyXENDbH8GnpSyc93MIFGkFJvA9Ygm/j5yascsVWDnsKhIuU5uLuFTK6UA7XFlRSklyvcSC36Rb4XY1kIyO+8B5glq9jp1POA/OyN+Z82y99kF7IG/dlrjxucDTj2VSKkHH4w2oVd7SrmhfG/XLqCxkRbGY8Z0/X0sdV93Aru2RvGAL+FzA7TK99T5A8u7zj6bfpYk+ozqvEv4IiYPWp5S8cYDvvNeIk3FjXJanpTS21gRMAfRfU9AwALMqAeswOsFjjySlFIffqidIMUCS5wKCmgxrJ6ctXYnrEwEvImg2FWyDua/8O67ynOM6DPyRdGSqKebUipW+V5uLo3JcNgdixU7YKqo/Hz6CgTSg5SKpZQS5XvuAW88/OKL9FwwCFx6qfJ7s0hm5z1AWezqkVL8/ARQvAuFlDHFf3ZGQLW1OdcpVCA2WBxnXai0cOqpdH0ikeiuiWpSyg2xgpXujRsXXW7D0FOUUrIcu3wPIFLqlVfcSUrp5aQs7/rhB3rMzVXIAj7vEmrf5IHFESfL95Jhcg4Y57TqdWFmJo3RdN1oTSUEKSUgYAFOl+8BVMLHSCk7BpIsqWDEgl75Hj+BWwmWjEDp08dZc8KehgMHlO8bGmK/XmtXyemEnh1Tqkmptrb0Ld9jBFSvXnQea2vTo3wvliGnWsGiBaGUSg7YvBAKKdeFxXWrht/J7LwHWDM6B7ouMvnPzp5jY1iYnScHfCzQUyO8+67SyIP5nWkppdyQOzBSSqt0D+g5pFQo1NXzSwtMKfX993Q9tYi8ZMJKTsvmYr4rGg9BSiUPLG7zZW5Ole8l0uQcEKRUsiBIKQEBC0hE6cPRR1Mit2kTyd/V7YnNHhMrrTMipVgyYSVY8jsRgpSyD56UYhOpEdg5NpKox4tUKaX4haidMekmqJVSgLuVUnw7bY+HknGtxJD3+tGDSOiTC57stKssTLZSKlb5nlZCD3Qdk3ws0XsvgcQglprG7weWLqXc5dRTgcmTqYQPcGf5HiOlJkzQ/n1PIaX4+8gozg8cSOXpjY2Upx56aOKPzQhWuu8xEl4v3gm1b/LAb7Sy8x5v3sdvmicSZkgpdg+JdZJ9CE8pAQELSIRSqqhI6QDz0UfW/94KKWUnWPI126J8zz6sklJWEi+7SDQppad+4n0s7JSUuglqpRT/nBuh1QHHyFPKjFJKxIPkgB9XdpWFsRZpTsNs+Z6epxQD//d6ZLdAYmDkO8Q8v047jUipcFjx7amsBLZujf7bVMeKAweA7dvp+56ulGKfj1ccaUGS3OUrZaZ8jyFWjiM8pZIHLfW/U+V7iVZKGXlKsfjIXiPWSfYhSCkBAQtIBCkFRHfhs4pYpFS8bVi1PKXEDoB1NDUp31sp37NbdmkGqfaU4pVS6UhKyXL0OUw3UsooMbSilBLle8mBk6SU28r3Yiml+M8rSKnkwoigZp5fp55KP7PrxogpFlvcUr7HSJUhQ4DiYu3X9DRSykw+6yZSis+NYpEbZpVSgpRKPBLhKZVspZTWvKvuTCqUUvYhSCkBAZPgPS0SRUqtWROtqDEDK55Sdkql+JrtRCl2egL463rgQOxrEK8XmBmkunwv3ZVSra0KIdPdSCkrSimR0CcH/LiKt3zPLd331OV7QinlPhhtxpWXEwGlpQ646CKgf3/63i3le7H8pADlWAOB7h3brMQCN5FSifCUEjlt4pEIn1Q3GJ3rbawIUso6BCklIGAS/K6Z0wn9wIHAyJGUAH3yib3jKiykR3WQd6p8T3Tfiw9qsrGx0fj1iS7fCwaVJMFpUorJmM0opZxqDZwKsIQ3M5M+c7qRUkYJvRWllIgHyUE6klL8Al9LUadHShl5SglSKrkwM2a0yqDCYeWau6V8b906etTzkwKiP2d39i8zKstUY9w4KuOrqVFywkSgqkrpsqmG30+/1/LbjNdTqjuTj26BU+V7/BhRl++xMeI0rBqdA4KUsgNBSgkImASbwDMylKDjJOyW8KnL99SLlXhJKS2llAi21sGX7wGxfaWs+CbYASNUJMl5fxkr3fcYgZWOpBTvJyVJym5supFS6nEly6L7nhuRjp5S/Pgxk9DrEaWClEodzNgWaMUS/hq6oXwvHFaUPkakVHa20mWwO5fwWSnfy8sDRoyg77/7LmGHBI+HvMjUxBTzLvN4rFkbxFJKiY3W5MEpUoofI3z5Hj9GnIbRRqvZjRWB2BCklICASSTKT4ph+nR6/OwzawuOWOV78UwEsqzdfU8EW+tgSik2YcbylWIkjZOmkDzUhIqTsEJKpXP5Ht95j39MB1LKaJc5FOqqcNCC2GVOLpxUSiWLlOLnSy3Vidnue/zfdmf1ihthl5Tix6gbyvc2b6bx1qsXMHy4/uskKbZBf3eAFaUUoJTwJZKU4k3yGTHFyIaKCvo9nxvFIgDMklJiDks84vW3ZWBj5JlngG3b6Lk334weI07DyOhcKKWcgyClBARMItGk1CGHAH370v/56ivzf6dWSukZxPLkhtnEsLVV+XthdG4fsqyQUoMG0aMVpVQiSSmnS/cA855S6V6+xxN7gHIuWSLsRpghqfmFGEvGtCBIqeQiHY3OJcnYV8pO+Z7dzy5gD1ZIKT4WsOvEj4FUbmjxflKxNmJ6gtm51Zw2Wb5SPh9w8cXA/PnA0Ud3JRtYrpCZKcr30gl8p1W2GWk3Hvh8wDnnUDnp118DL7yQOEIKEOV7yYIgpQQETMLqrpJVSJKiljJbwseX2eh134vHm4ippPLyKOAKUsoegkHlOgwbRo9mlVKZmdEJv1OlUokkpYx2lYDoeymdy/fSUSllRoHHrg+f9GtBJPTJhROkVLKVUoA5UkrduUgopdwDM7mPlr+clvdPKnMHM35SDD2BlLLqL8crpRId8ydPBvbsAXbsoLHDkw1WNuzMGp2LOSzxiGeDXAtz5tC6iVmqJIqQAsyRUqL7XvwQpJSAgEmY8ViJF8xX6qOPzJEPwaDyOl4pxf9tPIobtYmgqJW2B+YnlZFhXimlJXUGnDv3iSSl2OSsZ27cXYzO1Uqp7uIppd7504NI6JMLJ8r3kq2UApR4YERKMXJab+ODJ+GEp1RyEW/5Hp97pDLOM6WUIKUIVjylACp5zMuj8cDKphKFF1+k3EGWKRawUj72M2CuDMysUkrktImHU+V7DGyMZGVFj5FEgOVCWptBLD6q5zAxpqxDkFICtmCmQ0Z3Q6LL9wDaHcrLIzLITN0+SyokKZpccCoxVLdbFZ5S9sBK9woKFIIvFimltcsMpAcpxZMZWmON33lPZ08p9TlMt/I9vcTQbKwTpFRykY7d9/j/5ZSnlCClkot4y/cS1UHWCvbtA/bupZg1blzs1/ckUspsLJAk4NBD6ftElvD5/cAbbwClpcCsWdEeU/xcZWZcxcpzBIGQPGgppeyed78feO01GiMXXdTVh8xpGBmds88llFLxQ5BSArZgpkNGd0MykvnMTKqhB8yV8GkpToDoYBjPRMB3tmDHp35/gdhgpFRhoXlSSotMBJw798ko3wO0J3F+3KZz+Z4RKeXGjnSybC4eCKWUO5GORueAtfI90X3PfTCjqNFSnCTaF9EKWOneqFHmcrieQErZsaRItK8UW0McfTQRDsFgtPk5v+HNWxvEq5QSc1jiwecV8cQDNkaOPZbGSHGxtkG+kzCjlBKeUvEjAY3tBXoCWO1uZaXys7pDRndDMpRSAJXwLV8OfPghcPnlxq/liTI94oJPDK2qUkT5njNg5XsFBTSBArE9pbR2mYH0UEplZlKyF4loT+Ja4zYdJ3A9TylZpmRYz8ciVeDPsRlPKaGUchcYuQ2kj9E5YK98z8joXJBSyYXd8j03eUpZKd0DegYpZbV8D0g8KRWJ0Bqiro66JbJcla0peGJedN9LL8TTCZwHGyPNzcCGDUpOzcZIIq6lMDpPDgQpJWAbPh8trG+5BXj0UVqQdVdCCkgOKVVVRZNwZiYZPO7cCQwdSr/z+ynYlpcrrzejlOJJKat13HrleyLYWoOd8j3+ukkSffF+CvEikaQUQBN0a6v2JK5VvpeOHbXUnlIs2QqF6HduI6X4cyw8pdIPTnbfS6ZSykz5XiyllLp8T5Zjd1ATcAZ2SSmtjZVUk1KHHWbu9T2BlLKjlGLle9u3UzxyOn9g+e2dd9IjH+d8PmD/fmDRIhpvkmSs/mebQ4BQSrkBTnlKsTFyzz30WFSk/M4N3ffE5r19dMMiK4FkIhKhoL9nT+K7H6QaySClPB7gH/9QFuoffkiPemWRvOJEkpyX0DPiRK2UEqSUNTClVGFhtFLKqMSLv26A8+c+GaQU0HUhKsvRZGo6e0qplVL89270leITfL6znlBKpQd4UioUsl4iGgop91kqyveMCOpYnlLqv01HEjtdYSYemM09ZDn58aKtDdi4kb4XSikFdnLaoiJg8GD6fv1654+JobGRHtvb9Rv3AMY5bTCojMdY3fcEgZB4OOkpBSjVBmx9kkgYeUoJpZRzEKSUgG2EQsCzz9KEEQ4nvvtBqpEMTylWF71zJ1BTQ75SRmWR6mPSCob8RMAmcrtKKbEDYA9sMcmX7wWDxgmvXvKVDuV7gDKJqxePoZCyKOGVUomYwBPdkEGtlAKU8+nGDny8coG1Ugb0/XtiLVaYUkWQUolHKNQ1IbZK5PLxJhXle1rxjp+fAP05Rk1uC1IqeTCT+5gt3+OfTxY2bKAY1bcv0L+/ub8xKjntLrCb0ybD7Jxt5AH66jvAOCdlG0OSpP8ZRfle8uCUpxQDI6VYTp1I6OWzgCClnIQgpQRs4447qC1saSkZziW6+0GqkSxPKZ8PuPJKIqX+8Q/gqaf0yyL1SCl+sRJP+Z6e0bkgpayB95TKyVHGkJGvFLtubDJMN1JKTx3BL0x5pVQiFpmJbshgpJRyIylldkyxaxSrfE8k9MmD1niyS0rxKrlkwGiBr55X9cakOj50Z7LAbTBDUpvtvgckf7HG+0mZLfnsCUopO55SQOJ9pQBFKQVE3/s80QkYEwC8f57edRdq3+TBKU8pBjZG+PK9RMFM+Z7ovhc/hKeUgC34/cALLxAhVVpKweGii+h3vPl5d4JZ9YAT+PWvqV66pYWSb71zqSaltHaN+IWoFVWKLOt7SglSyhp4TymA5MbV1UT6DRqk/TfdpXxPPYmzxSQjSROplEp0Q4Z0VUqZNZUW5XvuARtPublK3LdLSiWzdA9QxpE6Fsiyvh+HkaeU1nsJJA52PaX43MMNpJRZPymgZ5FSVpVSPCmVCG83We5KSrGYZSUvimVyDog5LJlwylMKoDHCNs2ToZTiu++pxzyLj7HyKoHYEKSUgC2wzlL9+tHP7e00wSWy+0GqYXdXyQ78fsXIMRikn60opfSMzq0w+M3NyutY0BeeUvbAe0oBdD6rq80ppdg1c3r3RU2UOY1YSil2HyXaU4rdN488Avz5z8DAgcCllzpDmmsRe+lESsXylIqllBLle8kDXwLc3k7XzKq6MBWd9wD98r1wWPGLseopJUip5MFM7sMrpdiijZ/DPB7nm3WYgSwD69bR92b9pICeQUrZMToHgFGjaA45cADYtQsYMsT549JS+wPWyvfMNHUQnlLJg5aViN3z3tqqjItkklIA/V+WQwHK51I36xBjyjpE+V43RKJ9VADqCNevHzBihHKzsp0Nny+6Q1x3QbLK95iS48gjgcMPB2bM0C+LVJNSWqoTux1wmEoqP1+73MeqyW5PhpZSCjDuwKenakk3pZR64aw3ZhPpEePzAXv3Avv2RZPn8YD3+OlupJRZpZQo30se+PvVyN/CCKlWSqnVTvzPsZRSgpRKDWTZHHnBrhv7G8CaKXWisHMnzb9eLzB6tPm/MyKlkpFjJwN2N1ozM4FDDqHvE1HCx/tJAdFxzorXplZ5vRqCQEgOeFUsr5y0uxnJ1pteb3KEAjwJxc89zE+ZHQsgyvfigSCluiES7aMCAEuX0uNJJyn1vEaqj+6AZJBSfGnR7Nn03OTJ+n5deuV7ekbnVoKluvMe//6AWIhagR1SSu2d4GTyFAwqyUCqyveMiFSn4ffTeWO790743vHd9fhFfjqRUrFKpWIppUTpQ/KgRUpZTehTrZTSI5b41u5mjc4FKZUc8I0pzHTfA5Rrp+dhl8zFGivdGzvWmo+aESmVjBw7GbCrlAIS6yvFl+4B0XFOLy8yKt8zIuHFxkpywG9kO1G+x9abyfCTAhS1JxBNkvLzkCCl4oco3+uG4H1UZBk45xzglVec81HZswdYu5YSyRNPBN57j1QI6omkuyEZpFQkolwjlvA0NQHXXaf8nkciy/fUflJANCkVCkX/LKAPrfI9wFz5XiK677EFrlFXmnjhlvI9tlAYM4aSiiOPdMb3jvf44e8D5l+RTqSUXU8pUb6XPPCklN17xkw5SyKgV77H+0mxsSSUUu6ClppNC3wMDIdpjCa6BN0MeJNzKzAipRLtVZgMRCJdy46sIJmkFE8CqMv3zCilhKdU6sFfQ36D3G4+m8zOewxeL8UDfu7hN1ZSqQjtLhCkVDcFmxTvuQe45hqqAb/qKmcmy2XL6HHyZGqva2aB3R1g1xTSCviyR0Zg8GWRsY7JSVJKSynF7zQKubM5hMPKYtBO+V4iJjp+geu0SSkDIz7MKqUSQUrxC4X33gO2bgWOP54WKPESU3qlAexnXknlFphN6M0qpcQuc/KgRUrZLd9zm1KKH2exxiQzehfd95IDsx0btVTUbijfs+MnBcT2lOK9Cv/yF2DAgMQQUlVVRJxova/fT+fajl0Gf//Eo5TavJnu41hzhRUYKaWsqO+seEqJOSyx0COl4lVKJZOUys7uSkrxJufqjRWxRrKONBGZdj8koybd56OgzDwBnJgsZVkp3Zs7lx5F+V5iwEgpdX09j1QqpUTANQdeMcMIC7copRJVuge4QynFKw9Z0hkM0s8VFfElolqd94D0Kt+L5SkVa7EilFLJgxNKqVSTUnolePyCVi+hZ2OXzYuJ9KATUGA273Fj+V5TE7BjB33PSBSzMGN07vMBu3dT0xKncmw1ElUqyD4Xr/Cwgn79gL59KfZv2GDvGPRgpJRSq++c6r4n8tnEgl3DzMzocm27sYCNkWQrpYDonJZ9Lq2NFaGUsg5BSqUIyahJ9/tpopQkenTCR2XjRprks7OBWbPoORYURPmes4iHlOInWC1PKTOLGabi4UkpflyKgGsOzE8qL09JoMwopay0PraKVJJS6vsoXsNLI5SXKwsF9UIp3oYMsZRS6UxKCU8p96E7GJ0ble8xxFJKsU0woZRKDpwgpVKllGIqqaFDrXvP6BGpPPx+ugclicayEzm2GmwDha0XZNmZUkE+d7Srlk5UCZ8Vo3MjVYoZUkqofZMDNXmTbp5SgPa8qxUfBSllH6J8L0VIdE06e6++fUlWXFDgjI/KO+/Q47HHKoFeKKUSA3ZeE6GUMrMrpKWUYjscoZAIuGah9pMC7CmlugsppR6zdk2brYIlnU53L1QnvOnoKaVHSonue+6Bk0bnqSKl9Mr3+HGmNSYjEeWzsjgqPKWSA7OxQJKImIpEupJSqfKUslu6ByjzE8t11KWLfj/wzDNkYVFaChxxhDM5thbY+919N3DjjdT57pe/jO//xGNyzjB+PPDBB86TUnbK97RyWivlez1NKZWoslA96G2IpZunFKDtKcV35xOklH2kRCm1atUqrFq1CgCwZcuWzu97GthO/V13AZMmOU9InXsuEVIATZp6HdzMIhwG3n2Xvj/pJOX5nqCU4tuZJqv0gfeUYl0r1NAjpbQm8awsa2UfWqQUIOqlrULdeQ9QlFKNjfoLeivJl1Ukk5RSqznUYzbRRucMfPmeE9A7h+ngKWXW6DyWUortsOvFJwHn4ISnVKq77+mV72kl9FpqX0DZrBGkVHJghbxQL/BTXb5n1+QciCbh1Ao/PscuLaXnpk2LP8c2gs9HuUQgQF/xrhPUZfR2wCulnJwDzJTvWem+J4zOuyLZHSTNqrTNwm2klNbGilgjWUdKSKknnngCU6dOhSRJuOKKK1BWVpaKw3AF5s6lxf+uXXSTOrHDwnxUjj9eeW7fvvh9VL74gsqNioqogxVDTzA654NQspVSoZC+r4F6ga8VDPlJ3IrahpFSvNE5/z/ELoA5MFKKV0oVFtKCXpb1lXDd1VNKvchJZPkeD7X5bryIRUo1N7uPrDG7W2m1ZKenJV/J8IRUwwmlVDqU72nNLzyZxch9QUolB1YU4ur8I5Xle6EQsH49fX/YYdb/PjNTOW71uGU5Nr8529Skn2M7ES+YekWS6LzGS3w5oZQ65BC65rW1tMZwCmaUUmr1nV2lVE9V+6rLQoHEdpB0mpRKpacUT5IalaCLNZJ1pKR8b+rUqajvMFMpTuaIciFefJEWLpJEA9jvjz8YMMnl8uXKcw0NFMydKN074YRoKXNPKN8z2xbZSXi9SlvlpibtidVM+Z6Wp5Qs0ySstxsiy8r1VCulnCRHegIY6cQrpTIy6L5paCDyTysMWjH0tAo3lO+xRU6yyvfUC6V4oecpxXZlw2H67Mkisc3AqtG56L6nDbbLDETPqXxS7zScMDpPtVIqEFDyHfYz/3tAe2OFvS4rSzl2QUolB3ZIKfUGQCrK9zZtojFSUAAMG2bvPXJz6TOoSSmWY3/8sfIcm+e1cux44wV7XVkZxeRp0+IvFXTCjsLrpc7e339Paqn+/e2/Fw9GOHi9dA3tdt/Tm6N59NSNFUBphnXnncD/+380FhJBSAFdc4p0VEppdZQWpJSzSJnReXFxcY8npPx+YNEikv9OmkQTnZPS3717o3/ev9/+e7W0ACtX0ves6x5DTyjfY0mJ12vfFNIqJCm22bl6gW/kKZWdHd1lxShgNjUpk7T6NhXSVGvQKt8DYisMnd5Z4pEMUkprAge6n1JKXRrAG8e6zVfKaU+pnlq+x+8yP/QQnddE7jIDzpTvpbr7HqC9y8yX7xkppXJy9P2pBBIDK2VeekqpVJTvMT+pww6zn7PF6sDHz91G+W88qhT+dSNG0HMzZsRfKuhULEiE2Tk7l/360WO85XtCKaWPESOoAqa62rlqHS10J08poZRKHFKilGpoaMDixYsBAJ9//rluCV8gEECAyzyajByf0wxsojnrLODtt+m5X/yCJk+nzBLVpNS+fcDAgfbea+VKuvmGDAHGjYv+HVNKtbTQhGGnvSyPZBvwmUGyTc4ZiopIGq019HmzcT2lVCSiTLZ8+R57Db8Y4MG6whUWdjX4FAHXGrTK9wAqi9y2Tb8DHzu/6W50rucpxe6lZHtKJVopJUn03IED9Jq+fZ35f07AbGJoVinV03eZd+8mT8jHHqO5MVGEFJDe3ff4cdTW1lVFqdW5SMtTyutVPrvovpccpGv5Xjx+UgyxSCl+7o61Kevz0fn4058oXuTmmosXrFTQ5wPefFM5HvZ3dskUJzylACKl/vMf50gpWVbOZd++wA8/JLb7Xk/1lGJ46y0657LsXLWOFvRyDzv5WCCgxKVUK6W0OhWLjXv7SAkpdfnll3eqpMrKyjB37lxs3ry5y+vmz5+PO++8M8lHlxywieaIIxRSKhyOf6LhsWdP9M/x1HwvXUqPc+d23XXKz6ebMBymySTeRVgqSiNiIVWkFG92rgafKKlJKa1SJd7oHDBODPX8pLT+h4AxGCmlJi+MlFKy3P09pdK9fE9PKQUopJTblFJq5YIW0cmT3WY9pXpqQn/kkTQftrYmdpe5vV25jwoK4u++l2yllMdDxxwM0v3PNrLMJvRaSimnGhYIGMOJ8r1kk1KyrJBSdvykGKwopczsmY8dS5uMbW20uWsmXvAbsEyRyo4nnnjjtFLq+++1uxTaOS42Pthago9z7L6PlRfJsrXuez1xDvP7gWXLqFpn7lxnykL1oKfSjkSiS7rNgN13mZnJncu0clp+w4RBbNzbR0rK97Zs2dL5fVlZGbZs2RL1HMPNN9+MxsbGzq+dO3cm8zATivJyuum1yqxYV754wUgoVjZkl5SqrQVYg0R16R5AwcRJXyle6rxwoWLqmMjSiFhINSmllfCwpCIzs6tnAxtLfOKelUUTMAv+RgGT7QCq/aQAYXRuFezaaSmlAG2lVDisJKBmdgStIpmklFrRoOeDxqv6EoFkKaX459xGSplRSvExwywp1dPK9xiWLFE+O9tlTgTYWJMkIkHtqgtTpZQCtOOBejwC2mOSL/PTiytGSIUxfXeBldxHr/teskmpffvIrsLjAQ491P77WFFKmSGlXn+9qyrFCth51TseK3DC6BwABg2i3Ka9nXy84gU7j16vkjPxc5KeglydFwWDynNmlFI9bZOVralmzyZSKhjULjN1CnqeUoD1c8+X7iXLTgXQJqW04qMgpewj6UqpVatW4cQTT+w0Omfoo7H69Xq98CbLVTpFUO9QOwmmlBo/Hvj0U/uk1LJlNIkedph++V9REalrnDI79/nof950E3DrrbSrlCpCCkidF4cZUoo/JnUwZJO5JCmTd0ZGtBpCC0wpJUip+GHHU0qtcAPS11NKr3yPjVtevdfenrhGAslWSvGvcQvMeEqx6yNJsXe9e2pCD1DSvnQpJfTTpwOzZiVul5mNo7w8ui52PaXMKAcShdxcioU8mWRkdM6PSf51egpMI7hRfZ0usJL7uKV8j6mkxoyJbz7R6xrJoFZKGSk+/H4qlSotBY45hsgAq/FCrZSKB06V70kSrTE++YRK+NT2HlbBqgIKC7XJd7NjiifyjcZuTy21YtU62dnkv8biqZPVOjz0NsQA6wq7VPhJAdo5rfCUchZJJ6XKyspw7733dv68bNkyzJs3r8eanmsppZxAIKAQGYcdRqSUXaNz1nWPb3+rRiLMzs87D7jmGmWiTxUhBaTWUwowLt/jJ1yjpJAlS1lZzpBSPW0StwsjTylAWynVHUipWOV7ySalEmV03t2UUjwBEGsXsqeWPvC7zF9/Tfckm58SQUypx5qd8j1Zdk4dYQds7uRJKa3yPa0xyb/ODinFX5vGRuAnPwHefz+16ut0gRZxqAe3lO85UboHWCvfk2W6T9WbT4ASL048EfjqKzqnduIFO69uUkoBpEZjpNQ558T3XizXLSrSJt/1yvfUY4ovVTaax3qq0TmrxnnhBXrkz3EyPaUA6/GAjZFk0wZac48WKSXWSPaRdFKquLgY06ZNw3333Yfi4mJs3rwZixYtSvZhuAaJUkoxk/O8PKVjhx2l1JYtwObNFEBmz9Z/nZPlewzPPacQUqy7UaqSx1STUmaVUmyiZmNJnRQC5hJD4SkVjXjM99m1s6OUUivcgPQp39PrkqXXMRJI7GLFSVJKlrtX+Z5WpzMz5GBPLd9ju8w5OURK8aX37PdOQn2/2lFKaXkQJhNG5XtaCb2WUsouKQUo1+b666kF+vjxwC9/KQipWIinfM8sgeA0GCk1cWJ872OlfA+gxbIWKcXiRVERkVLsvFiNF4kgpZzIaZ3swMeTUlrku1mjczMm50DP3VhhUN+riYKeShuwHg9YzszWR8mC6L6XeKTE6HzKlCmYMmVKKv6165AoUoqV7vXvT1+APVKKqaSOPrqr0oOH00opvx94/nmSOpeWAmeembjSCDNItaeUWaWUOhjGS0ppKaV6YsC1W/4hy/rle2aUUrFapdtBMKi8fzLK92IZnbMysVAosYmRk6RUW5vyflrnkCXCbielYpVKxUJPLd9T7zLz5y8R85OeUsoOKSVJ+l1XEwk2T8VSSmktMuMt32O44ALg6quVRhKCkIoNK2Ve6mun9v9JRu7Q2kobqUBilVKyrCyOs7JoPOn5SrF48fLL9MiPXStjMBHle04ppSQJqK6mcxKPgiWWUspsV2KzpcpsDgOsG253BySLlOJ9AQE6zx4P5VHxeEolE2aVUj1xjeQUUmJ0LqBAawfACTACqn9/oF8/+r621trNH4mQnxSgbXDOw0mlFFvo/+xnREgBwI9/nDgDPjNIVdmDVU8p9QRtZCRrxuhcSynVE6WpWgaQZsz329qU82SnfE+LTIz3vLMFbiyvhXjB7yqxZDoSUcakkcLPaTBzWcCZOMvOYUaG9gKfkQdst9Yt0COl9EqlYkGtlOpphtJq8j9RcKJ8j1+kpWLhpVW+Z1T6oKeU0lNgmsFTTykLz9bWrmO1p41fM5/XSu7jBk+p9etpnuFzX7swIqWam5XPOXQoPcbalI2XAHDS6NwpTymANmGGDaPv41VL8Y1htMh3s933jJTMPHhSqifltAypUkoB9uNBqj2ltEgpYXTuDAQplWIkQynVuzclC7KsKGDMYM0a8qHKzydjRiMYlSJZBZM6z5unPMdq8CsqUiOzTbVSyq7RuRG5YbSgEUqprmDj78EHgR/9yJwfCVNJZWV1JS/YPdPW1rWTlF2FmxmwY8rPT+zilC00WachIPpz8veSUTcxJxaKfMxwgkDgE16tc+j28j2jhN6OUoqdX6YoVF8vRuB6ulnGwcZSomMhf88C9rrvpbLzHmC+fM/IUyonR4mjVrrvAdHq68MPJ/W3eqz2tPFr5vOmW/keK92bMCH+9zIipViu26uXkifF6sDHbxbaKXl2q1IKcK6Ez2z5ntHGCqDM0bHiHV9G1hNL+NKRlEq1pxR/rlh81Kpq6IkkZ7xISfmegIJEGZ0zT6n+/WnR1LcvEVX79pnfPVq6lB5nz45eHGvByfI9JnWurlaeYxNoLKlzPN4/RkgXTykrpJRewIxElIRLdN+LxllnUfmHJAFTpsQej7yflJq8yM2liSwYpPPNVIFA12QecG6iS4afFBC90AwE6LPolRAZeeQ40TnLaVLKqPMe4F5SSp3QO+kpJcvR5r2bNgG/+hWVgHdXQ+lUKaXseErxxr+pgBPle9nZyhxs5bOzWHH66cDy5fTcqFHAscdGxxYt82kzith0Bf95N28GLruMzg//edn5SpfyvXXr6DHe0j3AmJTi1eRGeRoP9rllmc6RlY5jgHuNzgEipZYscZaUMuq+x85drO57Zj2lgJ5JIrDPzMroeJLOSSRCKZVsTyktpRT7XEIp5QwEKZViJNrofMAAeuzXTyGlzCAQAD74gL6PVboHJMboXCspjYVEtX52UupsBey8trR0bZtqhZTSmgj0FlKNjUqJg1bQ78m7AM8+q+xWmjHf1/OTAuj8FhfTvaompdTJPODcRJcsUiojgz6jLNP9m58fPWZ5ks6ofI9fOLW2ApdfTk0QrCwUE6mU0kK6eEppjSkWa80sVrT8OHw+oKYGmD+frtHo0d1zQQ8kTymlR0rZLd9LBbSUUkZ+HGY8pcx6wDD19fDhCslSXQ3ccIPyewY2ThcsAP7wBypL6s6G6Pz9+swzwJgx0ferHU+pVHXfk2WFlEqWUqq42LhLMg91nE0lKeV0TsuUUhs20HHaVRXypBS7t3kCWs/o3AlPqZ6slALoPCdq08KIlEpnTymjDrKClLIOQUqlGIlSSvHle4CijjJLSn34IQX10lJzHUycNjoHtOX7saDe6fzZz4AXX4x/pzNVSilWHiTLdG5LSroekxYppSef51+jFzDZDmBRkfauid5EkiiVmlvg99NYYub78+bFNt9npJRek4DevYmUUvtKaSncnFKoJYuUkiSaqNvalElcb3c21iLb56NE5OabgfvvJw8PK/czP1aTqZRKF0+peJVSQPRC5NhjFd+ezMzuu6Bn5y0USqxJrpNG56lSSsXjKcWPSf61waC5ccrmnddfV56rqaFHrbHp8wG33krnvbGx+45fhhEjaOwyooT/vFZyH/WGVbLL97Zvp2vm9QJlZfG/n5a6j4FXShk1pOGhJgBiqXjUcLJ8z2ml1IgR9F4tLXQdRo609z68pxQ7RqPyvVieUrHOsSjfU75PBimlRd5YzcncREoJo3Nn0c0q5NMP/M3olPJElqPL9wDrpBTrujdnjrlEm5cvOxXY7ZBSQLT3z4AB9BjvTn2qSClJUlQ2amm4kVKKjSsjpRR/fnnfHrWflNq3Ry8J6M5+HOwznHeeNfN9vnxPC3pebEZkYrqU7wFdJ3G93Vkzyo9p0+jx4EHrREeiyvf0zqFby/esGJ1b8ZBRv8err9I8FInQ+U5Fc4pkIBHztxacMDpPNSmltcC3qpRSk1JWzc75OXTPHv1r5vfT7ySJiIbuOn4ZXnhBKcENhaI/r11SKhxWSJRkkVLMT2r8eOsqJC1YVUrFKt+zo/7nweaxUCj+c+h0TuvxAOPG0ffxlPBpeUrFo5QS5XvGUJNSZmDH51NLKWVno7W9Xbm2qTI658+T0cZKTxxP8SKNl4ndA07v4AM0MbKbhpFRVkiphgbgs8/oezOle4CyUyTLsSdmswHNLikF0IKVyfubmuLf6UwVKQXom53b9ZTSIgB4QoknpbQIJb2JhO9Q98wzwLZt3cePg5V/nH228lxzc2zzfaPyPUC/A58WmZhunlJAV1JK7z4yQ0q9/rr+wikWBClF0Cvf0yMAYkFdvgfQdVmyRDGUZorC7riwT5TSWQ0nPKXcaHRutfteTg6NOTZu4yGlIhHtfIjNWWPG0Pjt3bv7jl+AStI/+oju10mTSFXGPq8sa3um6IEv3+OvX7JIKSf9pADznlJGDWl48J/bjrE0P4/Fo5aS5cSQ1PGanbOKACDaU0qLlGJjiY05vsMuYN7oXJKUjXehlDL3N3Y2oJ0q32NkcEZGcnJYHnaUUnYaGvRkiPK9FINPZJ2aqJlKqk8fJahbIaWWL6fgPHas0uY1FjIzaeF94ABNKkYMtlnfp3hIKb+fzqck0TE9+yxw8cXW3oNHKneZi4qAH34wR0rFasnMv4Yfb3zZ46GH0vfbtgFffNGVUDJKLNnr7rqL/DqGDweuuSa9CSlAKf/YvFl5jiU9Rp+Nl6JrQU8ppU68+O/TpXwP6NqtRO8+iiXj9vuBN9+khdP48cCZZ8YuneThNPlv1lMqGKT/F6tRRDLA1AuAOaNzq0qpSESJ4dOnA99/T8/PmUPj38r1ShckYv7WArtnGbltRymVaqNzq+V7RkSp10vnOx5SCiBfKd7Lj89Bli+nMqTiYuDkk7vn+PX7gSefpEY4paW0gLrgAsqbKiujF6lWPObC4ei/TbZSygk/KcC8Usps+Z4W0WoW6sVta6v+Zlcs8N3/nNxojZeUam1VzlFRkbJe4eOc3sYKEG0eb7Z8D6BxGw4LUsosKcWvF3bsoIYmb7xhvAHtlNE5b3KeyO7RWtDqvmdESgGJLevvjhCkVIqRiJ1WdekeYI2UYqV7J51k7f8WFREB1NBAZIQezHa4sUtKsfc66ihg1y7yjnjyScWE1w7coJRSJzxaC3y1YbRWGZieqTQ7N3/+M7B/PyWqt93W9ZzFUuz4fMDtt1Mw3rcPuOgi/c+WbuA/sxm/IPViUg1WImnGUyqdSalYSimjRTa7n48/Hlizht5LK4YYIdnd9/jnDx5MvsxcC/znNip9sKuUikQURWFLi0JK1dYq16e7Jf1aXieJQHcwOleX74VCSjzl44GRpxR7XU4O3VfxklLMV4qBjV+fT8mDANqcM1LEpisiEWDGDEUZD1Bewe5XpvRVd0vVA58bsLEpScrziSSlGhpo8w5QyJF4kajue4B1pZQWKWUX/N8mgpTavp3uT6ueWSzHZWW6WuVSeh0d2e/Yz1binSClCFbGpM8H7N4N3Hsvra9GjTKuiHDKe4mNkVTkVEZKKa3uewB9NjOxU4AgyvdSDL3ue3ZqdhnUJueAQkrt328sJ9y5E1i/noL0CScYHXlXWDE79/lIufSXvyhtmdUBzU79PU9uMQ+a0lJKvOKR4LuBlLJTvmd1d8LnU7wgcnO1J5hYdeC8H8fBg0RydRfwY9JMaZZZT6meUr5nRynFForHHhv9XrFKJ3nw54yRJ/EgllLK41GSYbeU8PEJp1H5XjxKqfJyui48YVtbS48+X3o3OtBCIuZvLXSn8j12/2qNR8C4pJS9jj1aVVCzeMzibnV19O/Z+FX//1Wruuf4LS8HBg6Mfo6NE58POOcc+t7rNbfbr1W+l5mp/G0iSSmmzhk+3L6CSA2eSFXnzXrd94zya7sEANB1zoqHlOIbBzjp9VlcTONJlmkdYRV86R6gTb7reUoB0eMq1hzNg1f49TTEQ5QOGkT3dltbbJ9PpzyleKVUssFvnjIbCbX6HNAfkwKxIUipFENP/h+PaTRTSg0YoDzXpw8Fj3C46wKYB9sdPPJI60w0CxLqUiQ9TJxIO5U7dmgHNH6CMDsB8zud/CQ+aFB8O52pJKX0duGMyveMPKWMJgK/nz4r293UWlgZ1YGz8XnIIeTHUVoKPP109/Hj4MePGaVUvJ5S6dx9D1Am6liklJHygy0UeYUFuw5mF4rq+z5eVUsspRTgPl8p9pk9HmUsxauU4heqevcGI6W6I/SUUk42fQgGlYQ+nu57binfYzGA32iKRb6rd6PZo9VF1KpVlHOMHUs/86SUmizk///XX9vzAEoHMB8mBj7X0mtMoQet8r1EqH214HTpHhB9r6gJUK3yvVDImCh1Cyll9bpaQTwlfHqkFDtXjAjgf6cu32Mw6ykF9Gxj6njG5D/+QdckHI7t8+m0p1QqlFL8sfPzMqCt9gV65piKB4KUSjH0vE5402h2o5s1jWakFFNHAXSTsFIhvRI+WVZIKbMG5zz0/HH08OKLSocmrYBmRynF73TyO1br1sW30+l0+1wrSJTRuToxZONr0CAilC64QHthpTeB8+OTtWMuLaWk4P/9v+5BTNlVStn1lOou3ffY5K13H5nxyOETgHgT+nhJKTO7sG4jpcwmhVYIeD2TWJ6UYo0TuiP0lFL8/P3YY0oHNztNH9i5lCRlgZWO3ffUnlK8WoMnN9mY5I2L+dfyj1aVUm1tRErt308/M1JKiyxUL9bU5E13QGur4pOoVapmNe/RKt+L10PGLBgp5ZTJOUDHzsYmf17C4WjVnderzNVGlQJOe0rZRSLzWSdJKXWc0ypB5+cgLaWUWU8pQJTvWcmrFi6ksl/WIOHCC42rUZz2lEpl+R5A9y+7jyQpmhwVSin7EJ5SKYaRUSpLXO+/H/jTn4DBg4FLLomd0GoppQAiqWpriZRiO4U8vvmGErbcXCp3swor5Xu8cfG0aUSCqf1h4jE6V//95s30HnZ3htyglDLjKWWGlNKaCFhS7vMBzz1HCdAVV5AUW31d9CYSXqW2fDk9x5RAAwd2jwnfqqeUWaVUQ0O0IWIid5lTQUqx+0dvhzaW0TkQncQHg9buRaGUMpbPs80Bj0fbI8EIWn4cPV0pBVAcbG8HbryRGj8ceqi9LqT8WGPxgVcWmjVSTXX5HhtP6vI9td+GOqHPytI2OuffywxkmXKU0lJSTLW2AiUl+mQhi/VjxgAbNwJffgkccYT5/5cOWL+ezkv//jRHsTyJQU0GxoIWKZWIZh1qhEJKudjEic69ryRRftXSEk0CsVxMkmjDSZIoT9u/n8gq3jxffZwMVjdW1JtRTpBSiVZKWTV51lNKsS5mWh0dARp3fCmVLFvzlOLLTnsa7JBSfj/w+OO0xmRj/Ywz6Jro+Xx2B0+pjAz6Cofp87DjVm+ssEoTpiATMA+hlEoxYhmd+3xEMu3fH21AaQQtTykgttk5U0nNmmU+CeFhtnyPJYHTplFAa2/XVobFS0rxO0uRiL0ad0DfkDVZsGJ0btdTihFKp5xC5y0ri66nlm+P3kTCq9TYWJ43jx5ra4Gzzor1Sd0Pp0kpds9EIsprAePyvXRUSsUyOjdj3KzVtcss1OfMKVKquyilAOUcsbhidg7QUkrxn7k7k1J6SimGn/yE4mkgYL/RhtZY4+OC2aTXreV7egQ1oIxJ9WvtkFItLTRGS0uBSy+lDbjly2nHX4ssZP/7yCPpcdUq8/8rXcCXvBkppeyU7yWyWQcQ7du2cSP9v8JC2ry149umB7VBPxDta8M+s56inYdblFKJVE2OHk3XvKmJjLCtQK0sNyqXMlKRB4PK90IpZQw7pFQkAkyZEk2+NjUZ+3wmovteKsDPPUZWB4nuNNpdIUipFCNWUsubRrMSgFjvxxYBVkip9nbgvffoe6td9xjMKqUYAXLIIcr/BroGtHhJKXVgtCu/T1SnErPQSnZkWVuCrZ6czUroGaHExsaAAcpiU132aIYcYe89ZQqp8oJB4LXX9F+fSlgxJbZSvhcKKWNHr3wvM1MhrHhfKbVvAnst/zs7kOXUeEqxhMSOpxSDVhtes0iUUkrrHLLxpEVKOblYsopYpBQbV1aVUlq7zEIpRWAl6swM1k4JMyOr+bHGX0OzY9ktSimt8j0eaqUUI/X419op32Pzp9cL/N//0TVh10aLLFSTUuvXm9uISCewnOiww7RJKavkRTLL93jfNp5ce+45675tRlCTqUB05z0GPUU7Dyc9pRjJbAeJ9JTKzFRye6slfHrlewCNJzamMjK0S37ZuGLnhindYkHP6NzphhVuhJ0xWV7edaOVxVctmxReSZ3OnlJAdE5rREr1ZJ+yeCBIqRTDqHyPKYoGDyaPnyFDYneQq62lRCszM3rCBIxJqU8+oeS3pASYPNnWRzGtlGIECJvY1V5aLKA5RUoxcs5OjTv/vzMyohdxyYIWKcWfD7vle1qLGaay4/3I1DBjuM0npOefT9+/8goQerrKdbO8FVNiK0opRkZIkvFunZavlFb5nhNG58Gg8vfJIKXUJTuxlFJGn40f8455StnIOkMh5fNonUM2ntiCj40DOybXTsKofA9Qzr3Vkh2tXWZ+wVRf3313oI02lfx+4J//pN3kww8HTj/dXgfY5mbg5OoqzN6h/CEfF2STcdMtSqlAgHIUNh6NSKlwGAg/U4W51f6o92B/M/Ad83MGr8J47jn6XpLoOLSuCYv1AwdS7iXLwJo1pv5V0mFn8SzLSoyaMEGbfLFEUFdVYeJXdBBdlFIdB+EkKcWr6194gZ6rq7Pn22YELbIu96UqnFTjp7m74+SzPK3oVe6Eq06+HZ9UhkQYnScqFtj1lVKTUnws4EkpPv7xr2Pnl+Vmubk65YOqGyZqY4W7Zk42rEgaLAYDO6RUKKQQwXqNmHjE6rRqZZMw1aSUUEolFm68pbo3VAGDDwgjVyoBg/c54Fv2xjKT40kFdTA2IqV4g3O7gdaq0bkWKcXDqfI95jGwbp1xu149pNJPCogO+uz4WVIhScZB3qphtp4fGQ/dv+fGNt8OetYsYF6LH0d9V4VvvnXfLG+lqYCuUkojEWCT9Bn1fnj8Vbr/X6sDn9Euczw7LzxRlozFqbrMJpZSyigp4pN4x5RSNrJOnozUUp2w8fTFF1QidPCgfZNrJxEMErkxc2vHZ62qQsYLyuf2vEDzTyAAnFTjR/83q0y9r7p8LxKJJqUiEXM+g+kIfrzy8xi73vPmKSUOM2Z0jTNm0NwMyJIHx2xQ/pAZq55U40fWc+biphWPlUSAzZ+MkNIkP6uqID3njzIubg97cEpNJa7dcDm8L1Z1vtdJNX4MW25+zmDxeM8eugZDhxJZeP752teEzWEZGaT4BchXyo2ws3jesYPGltdLjUniLt/zeDDhi0qcVONHJEL3w8nVVfB9eHnnQUQt1BzYhGKbmB9+SIThF184HGOrqjBrG51U/rw0t3rw8x3zceEHl3We/KO/9+OkGj8Gv9NxwjVOfjyeUulidA44R0rx+W0wqE9KqQmAmCbn7Ia57DLA7++8RAWvcNfM74cvUmW74VRSoEVAsc92+eXR99dllwHz53cJBuEwxdKTq6tMj8nvv6cxVFCgdLs0IqVidVpNF08pILp5jxFpL0gpexBG58kGCxgA4PN1BtmTavw4ZFclcHwFgGjTaLarFw5TEpWVpb/zzJdfqaFHSh04AHz8MX1vp+seA1++Z8bgkC3C9W7aeHaV+L8/5BDggw/ouHbtol1PK0g1KcV24FjpVUFB9OKeP8/qHSOrhtl6fmQ8dGWp3Nhub/d1/t/Mf/hxXnMlnpEq8HCdD5XlgMS7IbJZfvRo/X/q99Ogt9s+MQZ8PiJTb7sN+PvfaeFm5DMCqJRSqvsaoPvqpBo/TqqrBDwVuv+bNztn0DKJdUIOzJedWTEgtQuWgJglpcwancfjKXVydRXyFnuAm33KBWbXDgBWrAA2bVIGQFUVXd+O1/K7sBkvaI9Lnw/49FNqmfzoo7QATnUSGwwSuTFjUyXgB+DxQKqsxMl7KLZkP18JXF6BYzb6MbumEpnZ+mOWh7p8jyekevWi81Vb21W52x2gp5Ri8/eMGcDrr9Nz9fXK9TdUjqnGW3MzsLTUh4n9gLL582l8Tp+Oazd8hNIDG9F8ZQX68ANLI1bKsnu67wHRu8wzNlUB/o7P2xFHT9kHLOnnQ9aLfoTkCH7IHYPZ+xYh41MAl5Zj0mo/+tZUYv3ZFSg1eVM1NRFJ3NwM3H03sHgxxeizzqKxyYdv1uYcUEip115zr68UOwULF5K/0s030+czWjwzpcOhh9I8Y1S+Z5j7cON1/TvAKf+tRNMKoH2kDyfXVGH8wc+BGb8AfD5krqU/OWqDH9jacXBx4pxzgGuuoWtWWOhwjPV4cOyGSvzQC2htVd64pWMOGPHDSgAzgYoKHH3TfBzaBHx99s0YuGIFsHIlXQjugEIhygkkOYJgsNzSoSRCKZWonJaRUps3031uVnWr1a04K0shpLQ264Cu5EZMAp5dk/nzgZUrMauY8q/ClyuB33SMyY6bh7304YeBBx+kY/vlL11ASAGaeSd8Php7ixbRz+XlNCesXBn9tx337bRvgck1lXirtEIhpWLk26tX0+Phh5vzUmPvm5mpXXZpNqcNhZRydjd5SqnHI6C/zlJN71FI8DInLSBIqWSDXwRFIshqPhMn1byOU2oqse60Cgzp+D0/KPkbds0aMunUgxGpwJNSPGn03nt045SV0ZddsCARCtGkYFSyxO+eM9+IzmDVcdeG+yl3becEbOGuZTtLXi8RU+vW0c6NVVIq1cl8Vhb979ZWCvxqUoqHXvmeWcmsFaVUF1KLG9uz9wJv9feh17/9wOKFKPKdidpXR6Pss39iZ34NhmVkANdfTyxQTg5w9tkkKdBq3cFvTSUQQ4bQgmXvXuLHjHxGABUpxd/Xe/cCRx2F7KVbcEpNFT47ogKHGWQwjMzVUko57SmVTD8pIHpXCYivfM8ppZQseVD0ciUwGHTdfD76x7fcQh0lCgpoPI4YAezcSX/EjUt2Dk/dbzwuzzuPPIVaW+napTqJDQaJ3Bg+HDiEHXdFBX7+f/MhR2S0XHEjigCcsL0Sb5ZW4JJfmDtgdfkeuy+ysiiObNlCpJQR55yu0POUYtPTxo3Kc+z+jjkOVAsNNt5yckAX8fXXgVdewfENbXi33wXofaYPfdjf6sTKYFCZD1M1j3k8NCba2ykOsJiQkdV1YXXyNZWYuP9/yH1iNULFfTG5YQeqe41GwZIlwIgRmJg5BJWll6Nwqg+zTf5/tlk2bRr9G+ZxyBqtAMoY5lUpmZnUdU+SgG3baCyXlMRzJhIDn48Wi3/7G/Dvf9O9Z0SE835SgLFSynDMcON14zE+bF+5Ez995TZk//s6RA60YF/JWAxZtw549llkHnkxTqrxY0ZdJXC/Myx9ZSVdL4+Hrp/f72Cs9fmw9hXglPcqEXkTwMm0iTbqvaexrP9PMX1kNfr84Q9AKIS8pmZkBoBjXrsZyAtTAqySN01d58fhagLAJJwkpRKtlOrXj+6R2lpS1ZjtiKhWSgHRKmqtzTpAv3zPMM/x+ehE3HwzLv3+CtRmDUDdbXciH+jC5l54IRGfkQj9r/p6Sg3efTfFBIN6U83nowDw+efEDL7xBi0GMzLIlyU/nxj5zz+nxHPxYpxcDTw78GYsLfXhwiBM5dusjPnwwxXPSDOklJq8sZrTsv/Bul6mAvxGK/tcWuSu3iayFo8IJG2Z43oIUioV8PmAN98Err4aN4Vux7bM0XhrYAUyJ/twMhAVzWQ5el5jDLUeGKmgRUr17UuP7e10c7PAv3QpPcajkgJoAZqTQ3G+sdGYlGIJIgNr/Qyg864tPQIA6K4NBGD5rmWTuCRR4rVuHX1ZNXK3avybCBQWUhLS2EgeY7EUJ2Y8pYzK94yUUoa7Gz4fZBk446q/46ItdyD/2xagbwm8b72Ga/a/hr37gOCrAEZD2fZobgY++4z+vq6OyIHly2lb6r//TZpW+p13lDEZCmknt2pSKopM9fmI1Lj7bkCWMaD3MCwuvRZ1U42P22r5XjqSUk6X78XTTntpqQ8/nQ3kV1bSL/r1o/7Ge/bQCQ+HiU344x+Vg4tEgDvuAD7+GMEzb8VJNcsxp6ESuFd/XH71lWLSrDeeEgrVlhw7Z2sn+/DzrW9Qlp2RgX5tByHJQNadN0AeMwpvDvgNlpb68Cub3ff40omSEiKl6upiHl4U0mXHMFajEn7caZ0DTagWGu37foKrNt6OY7/6NzCwiAKFLAOQMWP/q8B1EeDx+4AlS3RjJa9eSxUpBdAc2t5OcYAtjL+d5gPKoGTqZ56JjKufxty9z8PTlA1P5jZEpFIEsvJpcLW1obfUiA+mnou5anLaYOAcOEBWCDNn0s9qdaZemXZGBikuRo+msPDVV8CcOfGeicRg0iTFVD8WEc77SQFxlO9x43W6tAqhhm/gbalFRiiIALIRyC0C6mqA66/HyNK/4ZSafPxvjPFGjVn4/aRGLS0Fxo2jvQS9lvR28f3RPqz/TsYVrz0MvHEX0NwMb3tvTI68hz770emrIHk8iEhAZrAFyJRoYr/pJqotvOMOYNkyHLO+Ei+XVmBpqQ8/SaGnVKLV/5JEnMiKFbQRbIaUkmVtUspK+R67b02XKnfsiMuSB/2CuxB59DZg9DDgiiuiBtAzz9D5lyT6H48/DvznPzTHVVfTsV98sfK2SSUYfD5K7O64A7jhBjpRpaVEOrW20sGFQnTR29po0n3+efowoRBywoXIkOnEjvjAD+wwzrfDYeDrr+n7ww+nklkgOaQUqyYoLEydnxc/Ho38N/U+mxaP6KqS0BQjRZdVADNmAAcPIq+tDvnhBiwt9Sl19lwdunrhv369sUrASOmSlaWoMlgJX3U1ybglyZlEy6zZOb8AB1SqnQ5TliHvVOKMXY8jv70es3f4IVu8a9kk7vEoiReTrFtBqsv3gK4SWb2dLrWMWat8z6hUykr5nm7Z5SmnY1DbFhSE6ukA+vcHvF70PmoMvup9Ihbnl6Nu7NGU5Y8YQStXj4cie58+pFR59VXg2GOTFqn9flIMlpYC556r7/3C348n7a5C8GnuBQcOkOlIBxORW70F7/ebF3NHR8uLTSv5csLoPNWklBuUUgBQPdcHXHABKfV8Plqh5ebSmBw4kIiqsWPpA7S3K+Pzn//E2PMnwbftLqwdM0/ZmlfB7wfanvTj172qMHEi8JOf2DO5jgsqo5lgECgO7sVFr51HOxFtbUB7O0IeL4IeLxCJQN63H0tL6V6z2nFLj5QCtAmZtDSRVSFW9z1+PKvnPEMwY7KHHkLF3aMwd8/zCOUX0UkpKgKGDEFbZgHaPdnIf+c/tCK/6y6qRdOIlXrl3klFFZlDAzomscOGEaE/ahRGNH+NdikbkfxChIv64D+Df4Oa4kOpDjYzE1ltzfjbl0ejvUXDyEtn4KhLg4wUw2pSCgCmTqVHt5bwAcD773fdWNFCUxN5SgFKqVVcnlI+HzB9OsZ98izGN30MKRJBW++BqM8eAA/CwKBBQDiM7J1bkCGHsHyIM4RUZSXF1tJSOn4tf0hTMDCHPuqzv2L2vn+h195tJAsJBtGQU4q67IGQiotpvhgzBuGCIhzMLMLeglF0j7JuQ4sWUQL6yCNYMbqiM76m0lMq0eV7gDKuvvvO3OtbWpT7js+ZGAlgpXyP5TlGG+PYvZu8GmQZjXmlkAFkNNUBa9fSQqsDfj/w7LM0xm4a6EfV7Cq0tFCufPAgHfdNNwFXX03nNekEgyyT3UBDAxAMItAu4fsBM+meGzaMLkRZGTBtGj4Ydzk+mfpryrMzM4HMTLRmFuDyLb/HE19MwSEfxT7wjRvpc+bnA6NGWSvfi3XdYiHVJueAM0bnLE79v/9H5/DxxwUhxZAGaV83RWEhMGAAMiNBDG7ZhDN2PY7xX3SNZvyALiykn9kOlxZidU9T+0oxg/MpUxQlVTwwa3ZuSEoBgM+HndN/hku23Y4XPh2NC7f/Ge3n/tTSXcsmcY9HmSC3brXeSjcZE3gsqDtcmCnfk2Vr5AabYAELpJQ6mZNlwHcRMuQQZIAG7bnnAkuWIO+5J/FD+W2QIeHA0k+A3/yGtp1vv51WtD/9KZli/PrXtHI6eDApdU8siTj6aEo8gkH95JZfrMiSB1JVxwvCYeDOO2nFEgrRiQ+H8bvv/69L61w1jJRSWtfNKU+pZMBJTym+2YFpUqpjfKpJKc+earpuDQ30TyWJTCPWrKEMc98+IkWXLKHWTnffTQRWUREQkVEQqsMRO1+jVeDTT0cNEr8f2DXfjwpUYvQhNMUecYTNxVI84Afxk09iyBtPYMHqE1C2dRldgAEDgPHjcSC7BM2ZxQAkoL4eZ+x6HIC2T4IWYimlAEXir3d4rjSRjQG2Ac0QSykVk5RSx9ILLgB27YIUiUAGEOw/hE7onXcCX3+Nf027F3XZAyGzuqW6OiLz//xn4IEHot4rqvNeqnqZezw4YQcZYbe1KffwtC8fp/vrq6/ovguHIUPCzryxCI6ZgEDpMJQ1r8GQ5u+A664DvvwSrb0HYnjrelz42DF0IUwMHL1287HIRBZ3ebNzOw1TEg2/n0Q5paVUOqy+t/jhxQyohw6lKZr9LWDDU4p7sScchIQIGvuWYckTO/DsiDsgeTKAkSMBAFKwDYNbN2H2loVdD97imGS+bUzhz1QxLK5Y6vipxZCHQsCvf42j37oDY5q/omteWgqMHIkPBl2Az/qcgpy2BpovfvMbSLk5CHpy8EbZb+ke7dMH+PGPabKVZaCmBitGXNT59t25+x5g3eyc3Z85OdGL/IQppX79ayKmjjkG/53yR+zJGQEpHKZ/9MgjwM9/juefCaCyklJYH/w4dU8lzjzbgz/9idY6Q4cS39O7NxFXw4cDTzyR5PnrvfcoTwGAQw5B/ZCJ2PA9ULNqN3DttXRj//a3qPnvF/jwvXaE8gqJrJo4ERg8GC1ZRfDIYQxs24reNd/pM0Qd9ygr3Zs0iW4bK6SUmryx6inVXUgpALjoIioBraujz+X2fCdZEOV7qQBLoP78Z3x/UxVG7v8cv958DRrrRgAPRhsj8jfrlCkUf1avVhIkNYyMzgEipTZuVHyl+K57ToA3OzeCmrTSunGDOYXwyGFIkFHUvh/Sm28CG7+lFZ5WXYdKus/OnSRRLj9gAJF269frnz8tJLr+3gxY4GfnNRYpBdCp0Nqh0AuWTGVXWGichEaRI+oC6d/9Dp5PP0aLpxf25wzFoSdNJIOLDgfSI772o/+OSvxzRAUuPc2HvuzvANTMr8TGDz2YWXZAadGUhLonltw2NpJnCDtnWqbE6jKwX/4Y6FdZSTfSF1/QLDNgAHDhhTjw+L8wo/ZV9PloAXD1dbr/X4vINTKoTydSip/AZTm2Uspo95j/nemEvmN8Fs8GWCnw4JaNGH/Tz4Bd39HFzcqi3W52grX01YMG0W7kyJFozG6DvH0nejfvALYFSSH3l79QxnzppRi5wo+TUInSmyuwf68PeIMMX5kXoKXFklWoa+J8PmJDbr8dkxqaEQ7JONBvFHKH5lFSDiDym/kIy5loGz8Z2furcc6uRxH25kGSzN1zep5SvXrRugzQJqXY4QFkBn/33bTmu/TS9EjQ1Pdh3EopdSy99lqgvR1yREZWOAjvjnXAg3/pPDlfjL8YA7d8iLIDW4ABJXQA1dVkdFJTQ5NEdTVw002d88XcmhQaV/h8+GQhcMqaSvT6NyD3/gluXH8NZja9BgzrT8ffsSL1HGzAhoJpkBc+iaIbL8fs1Yuwesx5nZ999e0v45Abz0RpzRpaCY4aFXMlyAxy2SaBERGupZSaOJFCxN69tJYdPDjeE+IcWEo5bRpd8kCgaxjjhxeLpRMmKH/7ox/Rc7aUUtXVwIsvIiMURLV3FKT8/hj8rh9/K/XhlIMrMeLfi4DDDoP83QbIzRLO3Tgf8Gd2rV2xAJYCvv8+PfIEhOX4oT5Z06YBV14JfP01wlm5iIQ8+HjObTj+tWsBvx8n/d98EkTfczN6dfxdy29vxj8eB07bVAmgggLZ/Pl0YK2tQEsLzvjqLvy9L5WFp9JTKhmk1CGH0Jjbt4++9DbKGbRMzoHo+1TPU8py97177qHF1MCBwAknYPqDlXhu+O04/9wwRj1zSyfBf+KXc5Hzq3/g2Lbl2FNTiRWHVGCSzwc2vCIR6t751ltU8dfermxqJgUtLcCNN1K8P+884MknUXr55TjphUVYivOwL+TD8VuBD2QfdgP4VeN8FK+AYsDv9yP3N/cg6MlBdqQN3sABmneam4Hf/lb5P9w9yvtJAfEppeyW76UDKRVrE/nOO2mcShKNG78f8EWq0t/TIE4IUirZUO3oPbP4aPzh7WORHQmgqGlnl5fzA3rqVIWU0kJLi5J46SldeKXUhg3ADz/QDcV8FuKF2fI9dTlHlwk6HMaY/z4ECTLqs/qjV6gJuRu/B7Z+D/zrX7T4v/125fUaiQ3bzWTB4bDDiJT65ht7pJSbyvf0djD5yZoJdgDt8j09UspIJcX/j3AY0cnckiXA229DzsnFwfbeeG3wrzD+SR/wnL8z2etTHME/vBVYGvGhzyvUpRYA/PBhF4BzN66ggVlaSl8//7nzJhEqsBj/wAP0yI9FI08pANhz0kXot+494KWX6A8HDSIvIp8P334QwdDPFmPiuw8Dz/aNNh3gYFYple6eUkZmy2bK93illOmEvuMCljxSiZNagC29JuKm9eXIa98E5GZh0/gzUDNhLmbMQPQ48/moWc0HEczwISq+/DfiQ/VfnsUlB/9KA6K4mJLCm28Gnn4aM3NygJspvpe9TG+5ZUvU4SQOamJj+3Yy9mhuhifcjuaMIrTl9wV+rXQYem38zWhsBK6pfQCyDBzI7I1TqiupQ5+JA9Yr38vPN1ZKMZx9NglgQiEiDNKBkAK6jtW4PaX4WPree2RonpuL/eiHWrk3Di3YE/Xy6Zv9GNK6EfuOPw8DzzmWrv1jj9F4lCQiCv7yF+D99xG5+EGcVPMZjm+sBP6SOhna6kk+7KmR8buq+big9lqEAmG09i1FzoABNLnNnAls3IhPMsZgSO1G5L/sR8Ohx+Lzz4FxTRs7NygCE6fh76Mfxs3flyOjqcmUotZO+Z4kKUrAnBxSf6xdS4JYN5FSbGOlulohpYDojRU2z1VWKovDmhqatisqqHL5s89sklK33QY0NKBh8HhcPGoNbiz144j3KnFtw0qU5G2kBfOxx6J13TZ4H34ECAF46CHqCLZxY1zSEtP+QbHA/v/991Ob5o52fu0oxjOl1yL8o4txPIDABT6svWkFJjatRK88dJ78rHN8WPofeovD2iPIzOpg62fNIlnJY49h9uZnsDE0EktLfZaVUk6W7yVjozUnh7jijRuphC8WKaXlJwVoG52b7b6nSUrJMrBsGeWXkyYBb7yBj8dVYKnsw3GnAaMOyQBefhl4910M/OFLzLv/KBwYeAieLa3AhkOVMcoP1+ZmOpfNzRzBkIwQ++tf02bZuHG0swMAxx4LL4AjV2zEAzf7cX27D2VlwMMzQYTUjBmqg5NwMLMIr/e7AicHXsWgpg3ArbfSpH3nnVG5T+RCH9acQX+VClKKjZFUklK8cs+uUurZZ0lgz5Y5ffvSKS4b48GMjRrrnR7kgi5IqWSDZQ8dA27E3s9Qlz0QfYLV8MoB4JVXogYjG9CSRAIhgAK8VptVppLq1Ut/guZJKaaSmjHDgQm9A2aVUupd4y437m23Ib/6e2zLKcNvpnyME/e8gGvlBUBOhzHWgw+SMuXJJ4G339aU7rNF0jvvUPJ12GHkn83Lic2Qz0ZmdsmC1fI9gBJrK+V7Zvyk+P/R+fese1nHzj7y8vHS0OvxvyE+3CwhKjOe/lQ5lgwAav5O66cLLyTLhcpK4E8zgUM2bqJ+u6+8QszmccfRiU8wMQUoE6dmCRnrCJnL/X9ZRsHCR4CPP6bP378/bQ92HON7h/0aJ635HH16bTesuWX3zMGD9L+zspRz252UUnwSrUem6pXv8aWo7P1Mw+fD3k3AuQ89jNK27ciKtCGS5wXuvxcfeS+j0DED8FWgc5z54UPlRh8qKoAZqo2E5r8BSwdejGNGShiwtRI48kgiyd9+m4xaxo/vHAOs49ymTRaONx7wxEZNDfDRR7TSDIXQ1HcUmppkNJeOoddVVQEVFfhoqQ+7dgEXHRdAv3/8FSFPFr4bOBcTTUq6zJTvGREy//d/NN4lie7BpBvC24R6rMZS3LB7wHAh6PPRQv2FF+jn/Hy8WnYNXi4sx0un+5HD4iCAY7+vxOLSChx9jQ8Dj+feo7ISOOMM+ofPPQd8/DHGr5yOgsggfHTM9RibwpOb642gJFiNrLo9CIdltHl6ofpH89C7aSWZskQiwIwZqHrHh/Ff+HHVy5Wom12BB8c+iSvz/BjTMchycoDC9lqEPdmAR6JVaIyBY6V8j103NlcyTJ2qkFJnnBHHiXAYLH/585/pUW9jxeejz3Zdh3C3rQ341a/o+a++Up5jMEVKVVURgTp8OFad+wjwIfD1ET706gVM+sc9aBwxi/I0AME64NPnt2PG/v8QW7F3L6lW4hiTjqp+jj+eGkDIMq0Ur7kG2zblY+lXPhzb8X8aGoAF457Cqfv8uCFTSR57ycQLLy314TcBPwqer1QUKY88AkgS2jJ74cxdjwEAaoIdn9mkAkI977vdUwqgqXDjRsq5Z80yfq0eKcXfp1p5EaDffU9zXfO//9H1HTGCFj+FhfjiMx+wjtto9fkoQb3pJootLQextNSHcRpjjKUHkyeTKOCII5KSrtKG06efEqvx0ENKslVeDpSXo9Tvh3xNpLPMfMaxEWAGV4nTceAvH3IzKXbkCJ454y3cvu6n9L4PPECNhgoLO3OfzRvpdLDGD0A0KRXV+IeD00op9RhJJrSUUlr3Ef/ZeAG730/8YUEBXbqaGuUU317pw5/GADMqK2l3YeZMWvA//3x6eBo4AEFKJRv8xOP347itlXhx6I3oG9yN8/f8Fd5ly8jb5OqrAShB9uQ9fgxaGkHfvuXYv5+CPCOpGIxMzhkYKVVdrRhdOlW6B5hXSql/732xCijl7lq/H61FpXil8CqcsPefACTsr7gRg958mma6r74CPviA6Ppx44BLLulyw/JG55WVwCmn0M/ffkvB87nnzJHPyZA6x4KeUsqIlLKrlDIaP4COLLW5mU50bi5CQ8uwNOdi5PGJA3dt7rqLyMHvvgOOOYaUQhUVwIxIBJjREXi/+IIGyc6d2nV0CQCbYDRVOB2DaOihAOCDRw7jpzvuQ98tfqB2BxFS48ZFlRvujpTinQEXYmzuM1S/xWZzFfLz6bqFQvSR+/XTLt/jz7ve5B8LqSKl+E4l2dldvYiNFohAVxLK6i7z3pMvwri/3AgJEbR58rDZdy+mXXZJpwy/shKIXOzDSScDWz6IoHIzlwNURW8ksIS3eq4PaAeNy9JS0vCrWu11WKlg714690k57z4fqQ3vvZdOeihE/hhTKtH8mB8X7+/wTumYizKX05/tP+syZDTUAc++BU92pmmZuF75Xl5etFJKa8yyBptsx3DixCQl9A7AjFJK/Vx9vYl55NhjgcWL6YQNHIjXS8ppnPl8QH90nugvJ1ZgaasPU9VNQgBlkVteTguvPXXoG9iF3uH9dFDq+pdkIBTCyZ/fg1F7XoQsyWjoPQLVLcUoaq7pknBn/o8W9z8/AWjfR5933VQfUE6/H/iOH8fvewlb+07DYYeETA0cdfmeGaWUFilVWUmklN0YnEiweYMnltRg+Z4kUTxip8vI6NxwzG7cSDf62LGoHTcd+JDO33dH+vDhh8BRo5V5OzMTeOCQpzCpYQXys2ohtbZSItDYaHul6ZhSSpap5C4S6WwmgPx81P3YB3ylnBe2ofrlYT5IXO7I2tQ3NACtzREU8GO6d2+grQ2y7MW+nMGQ5AhdKwsKiHRTSgGUqr/6qjlfKTNKKXZfxvKU0i3fCwY7CVL87Ged18fT0UEuKsXMzyfl+759yNq3GyfJfuyfEh1b+Mu3YwdVTh97LBFUCZ3HZJmIzgED6B8efXSXl/jhw4teQOpIAfye8uhj6RBILFvs64yNR2SBNtcuvJAm5upqqsFnZdOr6XUTJyqxka1NZJlyHC0PVT1FUTqX76lzWjX4z8YL2CMRpZ9TczORUiNHKuNkU8RHyv077qAcrl8/Uq65PSFyCMLoPFXoiGbLhlRg6cCL8a+h16G6z3gasX/8I/DUUwAoyJ5U48cp1ZWQMjydkkmtEj4zShdGSn39Nd3gxcVUPu8UzBqdq3fOwzJnNLlzJ1BYiIO9hyA70opTaiohSx7sPcVHKpq5c4E336S7PhCgrETjhmUTzCmn0KSxZAmwfz8lpw8/bN5Q1w3le2yijuUp5fEoiTKrbweseUpZVkp98AG1kZBloKwMMiScVOPXXfd4PFS2J0l0LTorL8rLlYsxdCg9MubU50t4LbUhKdXhnjrivUqcUr0QF2+7Eyft8cO7Zwcl5HffTZI8zl32wAHgf/0vQGTgYBrwOkaukqTcNyzh1ZKp8wskK2op3uBWTUol2vNYSymllQjHMjqPl5Qa6P8LsuQAwsjA9l7jEZKVwcmMcR94AJhwnw+Xf1QeHRf4cQlVZx+fjwb0a69RAjtxIrmidoyBggLlfmIlfI5Ar1tUIAD84hfk48YIqVGjgMpKtLfTQn/LrGgHZF45uf+o0wEAE/b+z3RHCHX5Hj/GmKdUMKgsFBiefZbiMCOkAMqtk24IbxNWlVKAyQ583JZzpFcBjt9JJyI/H0ocLC/H10fQmOwSr/hY+c47wLBhaCkZAgkyfvT108Cpp1K7Hy04ERC0xmZ7O3DHHTjyy8fRv20HNs39Pzz2y6/w1sAKFOztKiNkY2rfqT5smkGfpXNB4/ej3xuVeKu0AsvLOuq/s7IMB044rIxLtogyijlsblOTUmPHUvxqakqi+tEC2Fgwio///CcNr4yM6A59cXXfKy0FTj4ZHi+dVOYXTfGmvPNlmZnAnL3/wF7vUMjDRtCTr75Ked3ataY+oxqOkVLXXQd8/jmRUZ980jmehr5HJ4idF/XCmB/uLE/bNbcc8PmU28nnA668Er3bajC85Tt8VnIqpq7zm09CocRXNiZ5ksYqkpXTMrPzDRtiEw+xlFLBoPZmHaBfvtdlTLz8Mi2U+valRhKqv+8kpRjb9LvfAVOnoj2nAGft+huO3RQdW/jCFxaf2tpsmu1bwf/+Rxvz2dnUMEgFdvgjR9K+/YwZGqGxI6/hx1AwCDq5J5xA793WRhN3xx8yP6nJk5W/ycpSxhEjt9Torp5S7HNp3Uf8JjLf1OWHH2jO2buXTm9pKZnlA9zU/fOf08mU5ShSsCdAkFKpQkc0Y+1hQ55sPD3nX1RjFgoBf/sbEIkg+59+nFJTiXeHUeRjwUCLlDIiFdjEyUgptuty4olUKeDUwtSu0Xndj7m79osvgNJStOX1wfH7/oW3Suk8tbVBuWs/+EDxzti3TzMR5ZVSPh+JqerrKbB2VK6YutfdQEqZNToHooOhFrmhNxGYLd+LSgCqq8kQsaaG2pF/9hkaz6nAKTWVmLNbf1X51VcxWlczUmpnV5+1RIFNMLp+RT4fNh/rQ/m2O3DWrr+hf9sOtBX2o5oJ3li6YxxPXedH2JMFjCqj8/Pvf3dlJjqyVrWvlJahp7o00yz4xkJsYVZQELODuiPgJ3Cj+yhW+Z56kRXTU4pfKfj9GPBGJeqyS/HvIVdjZ95YHPqf+VGDjlWgyjLdY0ZxgfdM6jyJl1xCZXwAOQZzC+RRo+jpzZtjHLMVaHWL2r5dIeybmugijx5Nu6l+f+c5++GE6IyZ32VuGHwY9nmHIltuo8TXBBgJzu5nfpfa61UWBmpfqe+/p9cMGaKYLDOD5oQm9A5BPVZjeUoBJkgpv5/aN5WWAuXlaPnFZTilphIn7fF3ifX8Yk33vToWva/9+Wu8PPi3yG/ZS6XEf/gDcN992q+PNyCox2YgQDu9Cxcir2Ufvug9F1+cfTcCASItqk/uSibxY7JLiUQkguZ5lBN8UzSdnluzhszJdAYOv1hiO/lmyve0DJXZxuCqVSbORZIRaw7z+6lcvrQUmD07msezRUrV1hKBAwCnnRaVe2iVWrF89q2BFWj7+CvgllvopvjmGyIJrrhC+8Y3IEsdIaUee4xY8tJSujdKSzsDUekS6hipVkqxOZsf7ryivcvtdOON+K74aJQEq/HwV8fh2O/NE1KAclr4z2mkiDNCssr3Bg+m+y0YjL0pY6Z8z2z3vYMHgZOrqzD8fW5+bGig8giASvdefLHzV1FqX17+lJcH9O2LlsJS1GcNwLSvK6PyinJUdV4+di7ZNUnYPmpLC41XgDagBg6M+jV/+OxXRx2lz9l3IaX8fmKujzmGgt2kSUBlJeRn/Z28MYuBDLF8pfRIKT0rET24yVOKz2nNeEqxvOapp2i6CgaBefMo1HRRPd59N/0hY/zcvkPnIAQplSp0sNT8zdiQUUK1o2VlpBCZMAF5L9GO4PvDKfIxUurbb7su1IxIKTZxvv129PMHDzq7MDVbvqdOzoNB0F179tlk8rpmDfJrt3cSUgA3AbOoe9llFB3z8rq0ZQeURRL7bD4fLYKYP41Z8tlNpFSs8j0gOhhaMcyOWb7XsdBnE4ncHqJJcft2UonMmAEAqD/Dh7dKK3DCDu1da7+fOuaUlgLnnKMzWQ4bRo9uIqUAeAKtyA0Ts1OXPQBfnHFX14Hk80Eur0CgtWPRP240XbDdu0lyzQYml7WqFYZG1w2wRkrxuzQsqVi+3NImrW3wE7jRmLVavheTlGIB7/LLgcpKhPKLUJddiqxIAENaN6J6zMyoQef30zmVOuxp/vpX/beOUkrxW6XDh9Mvtm+PYlYSQkrxF/XZZ4mI+vGPSQJbVET34333EQHR8bpxn9Fnzc5GVMbMJ4ZtAQmf9DmNYuabb5o6FBZf1e24WemElq9Uezt1uiwtpbXoiBH0PG/Q3CWh11OHAYmX/GlAHT/jVkqxeDBgAJ2Y445D7ekUS0/fWwnpuejPbnjPqHzQWluBqpF34stTb6Mxm5lJJug336z5+rjAj82nnwZ+/3vyHGpsxLaJZ+APE/+DtjblWnduSHFkBD8mu5R+lJcj+FM6xmrPYBo84TD5oOisBNm8mZ+vvLed8j1AaZJiipRK8pg1Kt9jl/iss2h4MYUyu1SvvEKv4717YpIXb71F123CBGD48CjFSZc5zO9HxnOVnTldKATg+utpUycYpBXnv/4FnH56dLCIQZY6Yq+wdCklzscdR0pXBp8PzfMqIMkRXaUUfw63baPn/vMf7dvp+ZF/gAwJhaE6UutauNdY2uD1KuPSbglfsiwpJElRS8Uq4YtVvmfkKaXOaVtaAFnyoP8bXGL57LMdv5Bp45sbT1FzGD+nezzA9u3w1u9BbqQZ2yecTr/XGJP8BlxC4fcTGTxwIPDTn3b5NX/4bC422uzh56hp33HzQEd3XvaGbf+vEsds9CMnBxgzJvo91JUcasRSSpnNZ93gKRWP0Tm7JrJM4eb88+n5KFG630/kaWkpeZqli3TcIQhPqRSCGdAxhEIgo+RHHiEKtaYGclEplpb60LtjEho8mJL82tquvlJGpBTvf8vK9trbKadwcmFqRikly0rOUVBAu5ihEOgO//bbTrODoLegk5ACOhItPnm+6CLSBQNETqmKuFnwZTv5fj9N5pJE/8qsoW6y6u+NYIWUysqiY25v167B10rGIxHFKF9XKdWx0O87BwB8mLX+SaBpNx1ccXHnP2FlQr37AIepZkB2+c44A/jwQyJF+bEJdPzMK6WSZN7BJphQiM6Hx18V3Z71gw8wbtmjkCCjObM3QpJXNwFpmefDW1X0ffalPiDSRDuwS5dS55fqaqCyEitGV2ArfJpKqZoaqmy4/np6jl8gWe3Ax5RAN9xAp/OEHVX404kezNC6ARxsPcsma1lW1Ap2lFLqRVbMxI99rnvuASZMQLgeyG+vx6TGFVgy8BL0+bkP43Lpc7IxOXUqqQVrash2orhYOz5ElUDy52jECFJwbt8edQyj3qMfHSWl2PuHQtQhp6GBTvKwYXQ/XnZZtHoPwKQ/VOKkXCA7O/pDqVUpn/c5Gb9ofZpi8bZtCmOkA7WnVBRpB5qvdu6MVkr9+9/E0ZaUkFL9pZfoecPrqu4syJCizjSOK6UiEWLpX36Z4t3MmWiuplhaXAxMUsVSw5JXVUMVlvRuPP0azDipF62at26lMr7//pfKWZxMBHw+Oobbb1f6Xt9yC94feCvwHKJIqU6SlAM/JrU2haIWgNOn0zj98ENgzhzNw1H7SQHG58+IlJo6lR7XrDFhz5XkMcs+S3t712mTDYnJk2kaYsfNDos/D21tdP8a5j6yDLzxBn3/4x8DiFZpdym1ikQgVVTgnSofwOe+v/wlDYI1a+jAPvmEFJ9PPkmkegyyNG6l1EcfUcI6aBBNkCryq/1nPrz9FlCgo5QClEO78076/Z49xMWqD3lw03cAAI8cgrf9gKWuDrzyn3V6s0NKhULKudfNaXlnZjUs5gfjxxNf/O23RIjqwUz5HjsHscr3mpspbl52BtCrspImn//+lyb3/HzgqquiPltU+R7/uZjn1DV/RJ9gDdo9QeWeVo1JtVIqIdi2jfwGAapQ0DAzYocvy8r4UHfj5MHPUZH2CHBZx+dqbCTTx40bgTvuwLovAGlpBBMmdI15LK7qKaWc8JSKRJT3d0v5nlVS6plnlKYuGRnKvl/nfczmheJiOqmzZikK/HQx24wTQimVQqgZ686kYOfOzlHuqdsf5c8jSYpaitX3MsRSujCmvKaG/rauznmlBJtQWlv11QwtLcqNysoJ24MyBcD336egP2IEpFAIJ9Uo7HAggOhkW5IU9/JAoMs2AD+Js3v99NOJvxo71jz57AalFDuvjJ03U77HJyyxurjV19PPHo+ibOiCjgHU57VKVGy5HUduX0TXoKSEZPcdA4ld208P6bprzS4f24xkpT5ddnEGDqQPEggobFmCwY/X9nZE6/J/+AG46irkNdZgS94E7MkZjrXFMzH2Y+1BxBZBXm/Hrfyb39C2SE0NqcueeQaoqMDWmT5UVgLr19Pr2U7Qtm30Uv668X5hVkkpgHzYZZmuf3ZOR+tZ9bE7XNPHT9bss9nxlFLHElO7kT4flYesWYP8zWuQFz6AJQMvUXbpfT74PeWd+SWTpJeWUkmZXnzQNYtn6j62Xd4BppTautXhkjRZptUPI6SGDKEGGTwhxeDz4bPxtONv5OvQ2go0Z/XG7hHH0pMm1FJsqGiV7wHRZufskZ3Xyy+nxSSvqNMFL0l45hma8JxU+FiEHaNzoy6EKC9XzLUmTgT69Okca19N7BpLeQNgzffizkfUfHH55bRA+93vKKDs2kWx1unzFwgohNTYscCtt0b5rhh1LtJSSvHjljeblaeTQheffqobQLQWvHZJqZEjac3A9tAMwY/Zqiq6XxM4ZvmxoB4XbEiwMckvLJm9Afu8zI6OxSvNzsOrV9PmSl4eKYwA4/K9jgPQXIj6fMCCBURyTZxItV5z51JXsRjnKS5SqqWF/gdAkk0WrDmoyxr1fG18Phqjskxf6kOWn/Vj7p7nsK7wWGzOPxwb84+wpIDgPaW0Si3NgidNdEkprfJwwFZ+YFUpxTZgGfj7VK98T90Eho0J+aKO+++RR8gzoqWlCyEFdN1YiYLPh9XH/Ap9gjU4fNkDZD6pMSYTTkoxc/NwmIh4DXNzHvzY0JtX2VhlWDakXPlcRUWK6uH99/FasQ9vDyyP8pNiYNcskZ5SzGqR/3+pgJYlhVZ8VDeE8vspbSktpXLKSy+l/aeaGu5aRSIU9woKKIFi5z9dPA0cgCClUgjNpJZJus85Bzj8cIT69McpNZWYvUOZHLR8pWTZnFG1z0cbQoWFStm8k+jVSwk0eiV8gSeqcFKNH3l5ysKu6N2X6bPv2EFtMD/4AOt+RN5EjJhqbUWXZBtz59Ldv349JUZc4s7u37feUnJApnbt39+8KtINpFRurnJeGxvNle/xk1IsTynmJ9W3b4x8w+dD09kX4yfVj2N4/RqKuFdfHXVN9CTWgHL52HXnzY+jKi8yM5WC+CSV8PETd2c5aUUFzSQnngjs2IHm4sGQpQy8X0Ztyj8brz2ItHbm8eijdCHa2zvN+dm/+OILmpzq6xWv/9JSUpHwsFqDz2PBAsU38a3+Pqwcozr2BCyWMjMVIo0lnXbK9ywrpRguuqgzm2nKKulUXrL/w3Pc/P9ub6dYoc4BZFnlKcWDKYp27IjK9AYPpqQlECB1kGN46SW6ZrJMCtu+fQ3JhU8OoaTSyNeBndcdE06jb5Yu1b8oHVCX76lJKWZ2zgiZp5+m2HTooUonMBZbTSngKiqohee4cbSRkaJWyQkxOn//fXrsWOQbdcuMdc/w6DJfMLkFuzmbm50tD/jwQ3Kxl2VicbxewK/4YrW1mU/otcgr/m+CI8cS89naqltTx3bY+cWMXhda9n/54+AhSRZL+NiYnT+fBv399ydszPJElN69pEVKAfS5eLKDj7mauc9//0uPc+Z0voBf3Mfy/9Gcw4YNI3P+khIaO9u3x1RqxkVKPfUUdb8ZNAi4+GLNl7BzwhRG7B5Wk1IsFEuShk+m3w+5kkoX3xx4KQAgIHstlebwyv94SCn2NxkZBio/nkyNMz8YN44ed+0yrqBg96hR9z0znlK8AXyvXgDOO08xjR46VPPY1XOYGh8cfSPqswZAkmXaoNRIbhNevrd8OS36dMzN1eDHhp5AQP15o15XVdX5Avm996P9pFSlx3bL96zks+y9CwpS0zyWQcvoPJZSit06p55KeX2/fhRufD7K+3fs6DjV5eWKBPOYY7ruHCS42ZMbIEipFEJ9I07fzAX9u+4CJAlyOIyVJWdi9jZlcmA7+t9+q9wUDQ0UsCWJ1iZ6YGaMY8ZQjHa6TFWSYgeo5lYPTqmpxBn1fmRlAaMPfIXhz9xOd2bv3uQrBeCbKeSnwYgpzWBfXEy0M0DsEwd+QcnmUXZuamvNk88xfRWS4BvB2g0DNHmbIaX4OmU+udYqlYrpJ8UhNOUoeOQwIpAoiVRN8lom3WqwBau6I1cUkuwrpbnLfOaZ9EF27gTCYQRyi7Fk4CVYNYE+84qR2oOIJVhRpNSLL9LNIUlRchGfjyarmhryOOZtZYx2BK3gmWfIt7q0lCp3KiqA2zf6sHJMOXX7HDaMmis4vFiSJGXCZvEgKUbnDPfeCwSDkD0ZCHjyOglu9vc8x83H40iEPMLVOUBbm3Kpu7SbHjJEaSnJsQ8eD63LAQc7dn30Ec0RNTVEvH36acwFjl7nIq1SqfrRR1KwbGwkgsEA6l1mI6XU+vVKmL7qKoUTsZTQX3gh/RNZpvty7FgTf2QOVkK5FaUUO8eGpNT+/cC6daiuAV6qngXAuFumoVJKhS4Ld/ZGRx5p0J7JJnbvJj+Smhqq0/7ii86xOepDev+2Nv2FCqDyOdMgr/jv2wISKQcA3bFqVL6ndf70jM7Z+NAipQynep9PWRjv3t1JOjoNdQmeFvRIKSCa7GA5RmamxmubmqhUGegs3QNilO8h+v/qLkRfeonIg7596Xz96lfAypU6L47DH2ndOqqPB6jznqYcLHq+am3VVkqxRefs2XQ7TZumup0iEYQuJC+t7wopXx3R/A1CZ80zrYDgPVKdUErFPF8sMfn97ylO2Nywys9X7Ba/+077NazBCGBcvmdGKcViXSd5d889dH69XvpDjRhnqJQCMPZTP2qzByJQMpAO9q67KFnjNp8SqpRqaaEO1wAp7ZmiNsafMOjNq4aklMdDsXvPHrSt3YCMvdXweoFDP++qlrNrdG7FU4rNnUVF0J6o2XNagdhB/z5+PJpp3sMUpxUViriNVQhdeildys5SS1kGVqygX86a5cjxphsEKZVCqBdgkTC3bV9SQhOBDLRmFpKqoSNiDhlCu8/t7UqQZ6RCnz76ZAC/0aHqXu8oYpmdb5upGGHPWv1XlG+7AxnN9ZQx331356QXDlNd+FulVHaiG+xZCd8770RFNzZf/OQnyjzKFkjNzYr5XyzyOeYk7qDU2WhVdMpeP06urrKslMrKivaW0JoIzHbeA4DiqocgQUZLVhG9iep4jZRSDGxx1NZmMCEluQNfF6VUTQ2tnCMRWmGPG4f2zFwsLfV1TsIHD0JzEHVZBLGxcPHFlLUWFgILF3aeu7POUnZYPR4l54jVZcYM/H4SaQ0YQGrgsWMVQvYv356JwN5GOuBNm6hUUi+zsAk1KWWnfE+dVJkiL1giUlqKLWf8FksGXtJJcBu1gWfKHq31LSNcMjI01jBer6LuY75SHWAtf2N1IOoCrXiwdSvqLvgV2jdvVzwIgc6LWjO/Eisu6xpDYu1W8qoUb16GEldjlPDx5XtaSjKelHr0Ufr+5JNJNMJgiZT6618VV/pIhDxpYtZRmYOVUG5FKcU2QwxJqY5ktHHwYXh8cd+obpn5+V2PwY5SKi8P0YkAM3kZMsSZhCAQIHnn9u1kvrRwIT3fMTaHvUv3X6zyPa3ue/z95vEorwkE0NlkAx9+GF2P0gGnyvfY+GD+cN9+S+c25lT/+OP0QjZmKyrsyV1jwKh8j0GPcAOiyQ6j64N33qHjHzMmyvVYq/OvJVKKH5sbNpBCefdusgf46CPNzxM1ts0iFKIyLFmmOMdYRg3wpFxra1dPKf6QTziBnps4UXU7ceb8td5B2J89GB6EEfr0S9MKCLWnFP/ZrcCS8n//fvqDrVvpZ5sbVrFK+A4eVD6fujRLq/ueURkYm39yc0HNIf75T0qofv973RhnuNnn92PyauoY+cWz31J8q6khJegDD3QeuGm1rx08+yxNoIMGaZqba8EuKcXCZ1XEh5WHXgYcOID2nTU4vPED+CQ/MvyVWDmmAlURZSywPFevfE+rBBuwVr4XRQZrTdQeD6lR58+PDsQJsqTgjc61Nlb4z8Y2P5kTCSOlMjNp6h04sONe3ryZSqKzsxUvqR4GYXSeQqhvxKUDy3E1u8+rqkgpJQNH1r2N54/9Jy4vJ2ZBes4PnxzBwyjH6tW0xo2ldNFS3moaTDuAWGbn9fVENo0b3Y4T37udJr3CXOoGxEmoWcB8f7gPgQBwlh4pdcwxNJPV1hKz36GcUhudA0qb8kBAifGxEHMSZ8bqC6uw9qMW1A6ehJLNn2HS2ufhmXcOMd7799M/z8kxNu02MEadvbUSiwsqTCuleFJK6/daSqmYpJTfj9z/vYld2aWoPPR+3FFR1+V4zSil+HKUlhaVooihg5SKbN+JtavpepWUUIdap7pFAug09QwGlfMd+X4T8NeblDaXo0cD+fmQ6sjnrPlYeq2e0otNzoWFiL75LrwQ+PJL+uVxx3Weu3e3+joX9aEQXQ8tpZSVSbzzs0RICHXgACXNbPj5fMD4V/+ONZHDcCDcFyXyfkx66hl4PvgAuPJKStYdMJg3o5Rin1OW6b5XLwb5BRK/oNUFO+f9+gGZmagdOx1Ld58IADilphLbvgAAbYXfrFmkJvv0065GxryJt+apGTGCFlHbtyNy+BFYu5bGrcdDn82y2bk6HjQ0ALfcgpwDe9Ea8eKziVdiOncgfviwC8AsdN3yNZPQs1g3/rMqYGLH4P7iCxqQLDiojG750odAQIm7//43Xa+JE+nnNWvoHOTm0n1RVaWsxUyTUn4/Is8+h7XFs1E7bjpKDmzDpG/+Ac8vfkEXjW3J2wQ/J7a2ksJt1y76yGqRgBmlFE9K1dTE8JTqKN0bd8VxqGilY2CVS+vWAUuWRB8Dv2MbC2yBkpuL6JrVd9+lX2zcCPz974hEgLXbilH7rs1Y++ij9EFHjiRlqKr8YP9GQFoUibt8j/3MNpcweTKxEnV1JMfjGU84V77Hj4+2NjqGv/yFREO6IhK/H5EnnqIxO2IqSnZ/jUmr3oHn//6PzLwdBD+n691LRvOzVvleTg6ija9lWSndO/30qHjAK060mqzw/7fLeddKUl96ibwYlyyhMqx//7uLl86RG/zY0VCMVat+gtZWk2P2H/8g77/iYlJixUBuLs2fra1d29LztxMTXrENT/Z79ef9rvAozNz/MuRPPwPmzoz5//n3cap8LyYptWMHIq/9F2vbD0MtSlCyKYxJVX54yq0vFMaPp0uoR0rxuYF6fuIVjWyqU49dLVLq1H0d46mkhE7YUUfRWgHokrNGGZ3z6BiTK0dXYCl8OD4XwN//Tge6cCGVj3/0EfCvfyEnhw40yrRaxxA+EkFnbhAzzm7dGtPcXAt2SCmWf2Vm0vHcvtGHv49fhZEfPIsr912HSGQMVs6swO0bfaiYofxdvN33rJTvFRdDe/HacfCRUARr329EbUEjSr75AJPerYLnEucqALSMzo18EflzrCalgOjY0qmS+tGPUusXk0IIUiqFMGwp7fEAH38MT1MjituBEQ2rARzRGSSHHl4B1FOJ8cUXaytd+MC3bZtSw8pDPXE6gVhKKbbTVOgNICvUhoCUgebS0ci99NKo17GbOT8/2lSuCzIzydfg5ZeBt9/uQkrxwZ6VN+7apVgJxIJR8sywYqQPD+4/GvKT36EXtuEgRkLKuwfXLvovZr5TobzQ46EVbX5+9CP7Pj+fZvAHHqDk+ooraLFSWYm1UyuwtMmH8RbL98xMBIakJktIAeDppyEXFKKubQC+K/gRgLeIsOEmB6PyAP4YsrNpsjp4UJ+UWtEwEQ++eC7kxavRq60WB3NKIB0+Cdde78FMc7lcbHg8kCsrcUINkaWjD3yF4j/eBuzZQrsW/ftT4urz4esL/DhlaSV2bwI+gq+TpFAjqnxP1QkLM2cCr71Gv6yowIcrInhjDZFQ06ZRJQrr1O4EKTVvHvDCC/T9iScqz6+49S08uPQoyKHD0cvTjoPZvSFtPYhrW1/EzPvuI9PZa69VZD42wcafGaNzgD6bHilVWGiSlIpESCL52mtAZib2jz4a+B86PaXGhLoGPHZOJ0ygW66+I75Om6a8RtdPimHYMOCjj7BieTserIxAXrMWvdpqUe8pwbrAJGRkWGRT+eQrHKYDWr0aed4IPj57Pm7bXIELHicZ+IsvdqzpbvZhukb+ZSYxZOc1M9tDPeIZg79kCU0gGl3DeKUUOz8eD/0p67TJfg8Qb7RoUXTjMd4AWxd+P1Y89AUerHsS8p696LU/iIN9ToCUeT6u3fQXzDzvPFosm5F7GoCd8j/+kRLhoUOpukc9d6rJICP1HUtCW1ro77qsK+rr0WnaMWsWfB1x+K67iGepqaGYwB9DLHUhj6jyPX6RxEofN2/GivfCePCVC2nMPvau9Vj71lsUMwYNIt8kPvPuQNNZPry9EhjONTsx8uPQU0qxnztJqawsSuTfe4/UUjqklNnyPXZsWp5S7Bqwa7N7N3DrrfqE1IqHvsCD+x+HvG8/etW242DuiZBCl+LaFx/GzNH3ATfeqPGH9mDFU0rrs7F1EF++l5ODaHJ82jRKKL1eSjxffLHzZo6nfG/lBxFgTEV0R9iMDOBf/8L+UT9CUfV3yLr0UjqOH/0IAPDBLW/hzW9GQJYk7L/6XbyUa2LM7thBLdcB8uYx4ZrMFo779inHzUgp/nZSN2zgPwrLZz0eYFOfH2Hm/pchff6Z6e7CTimlzJY7rri0Cg9uuhdyZgZ6RZpxsCYP0tV5uHbjW5h59ymW/idTSn33XUdnY9U0qOcnBUQrpdhpMlO+l5MdnQNEmUYDUYse3fK9jtxt+Ts+4AdOjbdgAd0YVVUUc848Ezl/+DeAXLr2Bt01V6wAHnxAyQ0M4ywzN49ESA3KrEpMwI6nFHttZqZymn7/5B/wfLsfudJB1LXJREipOJ54y/csK6UAxQj0T3+iybGtDSvyT8WDtT7Ila3oVfUGDmb1hjR+Ia4dOQJOLRf4e9xM9z1bpJRji5v0gyClUgj1jcg6R0gSlFakt9yFPsEAJuxeCvi/7gx0fWf7gIsVXym10mXFCoqb69fTjeP1kuHgqFFdx7vTfpssaHSSUqr2svX1wIiD6zB1w9+QEQ6gJWMAMuDp0h6X3cx5eUSs8QuWLjsNJ50Cz8svk/fAgQNAQYEmKQXQ63ftim5RrgdZVgKP3iS+YgWwsGIFrtx5H8bKXyMbQQSRjQ1t47FwUwVweC/M9H5GBx2J0PHp6VwZ2tuphvzxx2mhe+212LrXB7xBx83OTTxKKdPleywhHT0amDED8gcfY0/TcEzZyznIz5zZOaObUUoBdF2DwegdHR4rfhiJheuPwZXBOzA2awudV8mLDe+Mw8J11wGVM52J3T4f2tuBU66vxPCD3+KQ5i+RWfwD0LCHWDpuxbF2sg9r1wK+1ZU4yUMkh1aSFVW+p94pY6TUypXwn/lvVG7yYN48WvcHAtSZ8JFH6Jo891z0/WnHU2rFCoo1I0cq3kYrbn0LCx+sx5Xtz2Fs5DtkB8MIRvKwQR6NhdU/BbKWYSbWUSe3c8+lz2Cz57YVpRRAY0I9yfOk1N69XZOsLvHAVw7Pv/5Jv5w8Ge3ZigHU0lIf6g8F5qmOgVcSHXssra8/+iialOKVUpoYMQIrGiZioT8DVwbPwVh5PbLlAILwYm37OPzto+vw9tszcfLJOn+vBbYLeNddFDwlCbj1Vhxz7RU492/UYPDuu+n2NLL8MGM2ymLsnpN9wFGgnWBGSgEUy1X/hE/o+fNz8cV0qE8/TclYaSm9/3ffUacv/jh5SbweVqzvi4W7T8aVdX/A2PC3yI5EENybiw3SOCyULwRq3sDMG26g8j6t1Y0FXHAB8bFs51jrnFpRShUWUjxkRskDBqjG7NdrMCkCeA4d17kz4PNRvs06ZqqPwQoppbsQHTwYyMvDit2jsLD8PVy591FlzFqJtVu2KF3MysupdE8D7N7nd9SNlFL8mFTHjS7quhkzgPfeQ2TFh1g77ZdRKgStRa/d7nsAXYuHH6Zr19GzQhOdY7b2jxRnIxEE23OwITQaC6WfAc99jJlXa7GU1sFUtgyx1BFa5fVaRvS5uYgmx1k5b0GBQkipFCd8+Z7ZheiWWR2dUKPTQPhfyMCzwz9FZZ9zMWzrBxQ8qqqw4pX9WPhQPa6L/A1jsAn5jQEEm2KMWVmmxDgUogU+q7eLAXZeqqvpke8YysMojvFk4M6SyQhJWcC+vZ1m7rHUM8kkpVZc/yoWLh+GK+W/Yay8FdmRVgQjmdhwYCwWPngxAPPEFLPyycmhe2XHDkUBysREzAxdK2zz9ykjpYzmMLYxsnpyOTBkEf0weXJ0ADHbfa8jd2t9jX6MOmd3300NqSoqgI8/xuirf4zcrP/gR+tfAXZo+291rhV2LzAXZ5cvJ4lxdjb59FkAn1fHIqUkSdk0CgaVVM/nA0qX/hcHP8pFDloR2lePP831RxPHUMj+pJJSoRDw/fd0w8gyVoSOwcK9p+PK9ocwVv4O2XIQwaAXG9YfjoUVzq0X2D3e0mLcnVTrs+mRUgDQvvUHUsVlZCBy1DGJrQ5xMQQplSKwCai+nm5UFgQiEQoQa9cCtYN9CBwVxPRXb8TcNfcDTx3a2e57qEw17Q11EWz7z1r0+qQWow6UoH/fSVixwoOrrqKbuH9/peRlzRqyyHn0UeeIWK2JtLgwglEH1qLoi1pgWoehSGUlvXjyZJR8XoNbvv098oPbEMjOx7ND78BxM4EBlZX0fpN9qK0l4kiWlQUgS5K0CbfRuC7vZMxseRuRd/+HtSN+gl27orkfdqyNHRY6jMgz+nCBz9ZiSn0tGjNLkJM9CWobtkgEWHLLCtyw4yr0Du9DAwrRIPWG19OOSdI3GBq4G89Lj2L60nvgaQ/QjNncTF/s+4MHuz5/8CDVkbe0ULeP445D0VJAkiOQv9I4Ju5CDKsrwQZ5Elpb6Vizs6OvU0YGnVet8r1+/UiMERUM+fLEHX2wp3EKtrTnYs6uKsg3VkDy+ZT3f5cqQWTZ2FMKkQjGB9eirb4WoS9KgBFK1I1E6BhevOkrXB+4G31Qh4aMQajz5CEHbZjUvgZDd1yF5295FNPfn+lIsG6d58N3d6zDmbv/DsiAlFlAJufHH08ldx0npe8PJXhxwIWYfSgg/Y9mpOZmWpNpLYL4TdjOc1R3BEoikzCp/msU7fgaFRWHY9Ys4F//ojH+1Ve0Ls3KUnhMdu1YW1zdSVzjhly+nE4Qy78jEWDJogO4of0e9EY9GjzFaMgugDcjjEnyOgwN3Yvn5VsxfdYGeD54j2Qty5fTrvJxx1ku6cvJpnjQp6kWhVIJcr1dx2xGnxJI8iTIkieqMx77KBs20Odm55NfcOkR8Nd5qjFdlrB20GlYs4bu+eJipV25+lTxHijTpxMp9eGHnCF3JAKspntvYEsJEOmaKUSGDseSLWNxw4Hb0Tv7IBqy+6PBkwNvpA2Ht6/B/YGrsPDmRzF3roVxGwySMqG+nk7C6NHEmACYNiWCCaG16F1fi5zdJfBd2PXcsnEQDGrHgz17FPIlSo7u8yESaMfaG55D7Q9tKPl6KSbdUKHEg4732LmTzi1rKgnQfLZ6NXEec+YoJOuIEZ2iQ+6kRVC4hc5rljf6vLL/sW8f8PqSAtxQfxV6R/ahQeqNuqwi5Ga0Y1JwDYZGtuL5lv/D9O0vwfP73xOZZtn5WMHdf4rg0MBalKAW8oES+KsmwVcefV5z1itjFoDmuN26VSGV+vShOFtfT7l01JhtHI9xnrtw3ewApnf8/YsvKuczEqEF3IUXKu/Nmjwalu91HMy4XbWo4+89BklCZNQYLFk5Bje0XIPeGU1RY3ZS0ESsPXgQ+MMf6ECOOoqM93WQm0tzWL9da1EWpDnMm9V1zA7aS+c2HPYo6r3M6LlJrUrBUUdhRdPhWPDGPKxf2Y5AJKszFrB4mZ+vvMfOndGxVK0sZ9dNC/6qCCZF1mJYqBZ1jSV45qlJuPQyjdxgRQFuqP9Nx5jtgzpvb+QiQHE2+Bc8v+NXmP7UM/D8OnYJWSwEg3Ruy5rXoihUi4yvS4DDO+4l7sPlbqBzm5mpHC/7dXU13csHDyp5V+dansWD6/2ojfRGyfBsTLo+Oh5s2kTje+9e5fbLzIw+t42N2nMYiwlVCyPovX0tzji2Fq9/VIKqdyeh/NJMDPv5v4kEWLECkZNPxZLQH3Fj+xPohQPY7+mPlhwTY/aNN+hAcnKAa64xPZfl5dAcJi2nPDswSDvOsrHMxiT/a7bpnJkJeHK92Jw/GRMinwOffooVO0doz2HX0Vy0di2Vkx84EF2+d/CgRr5mNK9EIshaR7F2WJPOHBYBlrxQixsiD6C3pxEN3sFokAbAe7AekyJrMTR4N55f/EdM/5O5hTLb02T363ff0TzQKSa6OILIKjqmIW3cMXWcvNJ1dM7bA5MgdSiNWW7Ezi1bK/BKqbw8AJ9+iogsYW3/uZolyew9tmxR5jD+PPBzZEaGxpQydSqVmP7sZ8j55jO8GBiJ/XlDgUd+p9h68HPYjR1rBU8D6rP6ow45yNXLaXlz8wsvNGVuzqOluWMdFqqFt7rreUVtLSSpIxZkKXNYMMi95MWlKFzzAd7KPB1jsBFSbhFmbKwE/KB40PG69evp/LHzo04/eO8l/ncNDTHyWe7Neq+icVBcOAmQJaqbfo3YwsjIUViy8VTKaaUGNEiFaJCL4ZUDmNT+paPrhexsirND9tO51ZvD+u2icxsKKf9w7146T99/T+dq0iTlnGV9Rs0cVvQ7BwsuLtCMBT1BQJUSUmrLli1YvHgxysrKsGXLFlx++eUoVvdX7cZgiyiWBGRk0Bw5dCgpQf/2V0XaWScfgSXhO1EuP4epGzZ01kJIEnBG8QqM/mAB+vx6PU4+GMBxES96PTIOD0nXoaFhJkaMoEHd0EAJ8fDhtCnz4IM00cV7c2otBs/ptwIX71+AWVvXI299AG1veeGdPA7SkCHA9dcDWVk4v7YZ2e0HAUnCtknzsD80GPsGlmBFnxvw4HX5kKUV6JUZxA+tJfg2cxJKS+lAAwH6n9qEm4Sr5Cvxy6wcLLtmGNZ7icuJRGj9dvbZwLvv0HmV6muRGSjBvXdPwJiD32DKcI0ZfcUKyAsWILJqPa7ZE0BI8iL7Z+OA6ykysNjz6ccRHPflAhRH6rA7MhAyJMieDLR58tEc7oVBUjWOX/0g1q6ZjslTcuiAmfOvEfx+MjHesoWYiF/8AmNm34E7v/kbRq1aj5MDAYQ9XnjOG0ervmXLOi/EJfXZmBMehK3BMzGwYTbqvJNw7tnoHFMHskuw7uAkDBnm6VzUNDbSOb36akos1cEQI31Y0DQb69cGEJCzIckycnpdjseGD0OGSo68P9wbUhDIz6sHVmtkSh3n9v8+WA85GEDB77yQ/zEO0nXXYQVmYsECYM1XETy880H0kg9gE0ZBCnjgRRB1yEO9ZziGRbZj1pcP4sMV0zHzOGsDWYtIxeLFOHlPFaRwGBF4EGpsQVZ9PaSmJkqEO87t2U3ZmBYehIyyM7Gt92w01kfw0/OB7PXRUuyi3nRMbAcp+l7JgLf5Dxgnf4frJm9Cn+MPx69+RapH1myosZEqa0aNAs49Wzm3zQd6IzMT+OHZehz2c+0xG1i9HnIgAMnrhTR+HII11wFFMzF7NiWwn34cwXE/vIDijAPYHRmMcBjwBCJozeqFAxl5GBzZjuP3vIS1Z/4bk398GjEKu3YBd95JsqHf/Y7cGc1gxQpcsXQBCn5Yj0yZ7qOcBeOAmugxK3m9+FPtWKzscyak5cOxqqkEf/7PBETWfoNebbWoaS/BOkxCWZkSC9h51YwHq8Ko2HceBmafiH0/jEddE5GHhYVkKrltW/R5bfH2RiAAHJJfj4LNJRh9ziR4vR7s3Us+UKOr6dyO+Wg9rmkMIHObF/I5NGaj4sH7w3Fc8+soRgN2SKMhtbYjLAGtGb1Q68nDkNB2nPLdg1i7ejomTzExbg8cAG67DVi6lH4uK6PVot8PjByJ/EsW4Onm9chGAMFNXmw9YhxGXhZ9buWsbDQXDsJxe87EqoLZ+PLzSfjtb5R4UB0swTppEr791hNVqrxiBbDgjUuxvuV4BMIeeDdGMO4/ZbhuFL2GjeeaGoohd91Fm8MNDcDWzRHccZZybg8LAsML6tErmyPOuDHb/4v1uGZfAJHvlfPKYsH69cCBxgge27MAvdCAHRiKCDzICoRQJ+WhwTMcQ+TtOO7gm/gqPAlT168hkmT+fFu9o9+6dQVmPLwAFwfXw+sJQN7vxbbrx+HTd+fgqAPKeZ3c7sVdrWPx8YAzUZM9HL1rSrDi/Ul48EHl3LJxO3WqB717U1K6fDlZCXWO2cx2tNXWYk1wFCqq+mHguxSDGxro8L1eigUPPQT89eEIhtR1xFm5BN+2T8CR2d8A7+rPYW1frcdva+je6/3LccBNqjG79wwc13w/iqV67M4ahUigHRHICGT0wsHMPAxs305zmNaYlWXqcLlrF32YW24xXOgXrF6BO79ZgKHNFA/CHi9wbtc57IzmbBzWNgg1T5+J/AOz0RCYhOuuAfI2KXF2LSjOdm5WfZWPq3beiIZmD/oXNyJnaN/Ozbj6etpwufVWygsCAVqAtbURcaouqamTe0NqA0rkrnPYW7euwMgnFuABrEewPYDWsBc7bhiHt7Zdh1Pu1sgN5AZUS4PRJmcjuzWIOikX9dIIDJW2YVbzG/j0mZE4ZubajonIHLTmsPB70ec2/0Yv5JfHQVKd26mBbCxoGYQ9OWcCq2djRaMyZlFbi8z2Evzlnkn42S/o8zJSasUKYMHz52B98ywEkA3vVg/G/WdoVDxYvZoW8Fu3EgHYvz+d/z/cxpUyN/dGRgaw+7l6TPFEn1vfyBU4rmkBwn9aj51yABMzvKgcPw7DR14HZM5EZPHLWDv4VHx6YDyOC/4XRZkHsFkeAU8kjKyDYbRk9EKTJw9DIttx/FeqMVtbS8pzgOqdzbQa7vjgv1pGc1je+gAmhLxorB0H/C36vCI7GxMLBuHchjNRWzy7SyxozCzButZJOGScB8XF5Ct1RuRzrHh5H67aoL2JXFFB8xXrP9LQQLYTJSX0/WN/i2DJfCXOjhgJXHJWPSbO1s+7DuXnsHqNOezDdhy3bxGKpUbszCxDRmsQIY+Etow+aJZ7YZC8C8fvegFrV59rag5jZOPdd9PhfPstfZ7KSuCmY1fg5P8sQB07pu0d8Z8bs+MbA/hDQzaadgzC5wPPxM722Vj39SQ8/phybveESrBOnoSJEz0YPJj+X1F2K1a8FcaCbXdh/c6jEIioclooc9jevXTOH35YUXHx8SBU3xuZOZR3DTlddW7374fcvz+CX3+PzEgLSpu+h7z435BGjdKdw7Z7RyDSJiNTDmK/1Av1njwM7chpv/x8Oo48ykMSs9paClAXXGBurHLX+og/L8CkbygWyBu7nlcEAijI8OKu+rH4bOCZqM0fjj0hmsOefx6QP/wQvZoasC/zYnwRnoQ/S7djSmQzPhzlw/TKSqzY0B8L1p2C9evp3O3dS3nVX/9Kcxy/LgwEaEPwu++ARx6KtjX4to3WYUZzWGD1epy8L4BZYS/yHhoHfDgCePttRKr3YO0Fd+PTyVfguKt/guJwLXZhMJDhQUSWEJBzcTCUj4EZe/TnMIvI+zI6zoYkLzLOHwfMjT63s1qzUXpwEDYHzsSGwbOxq2QSVn4AjDq4Fm/fWItXOkqNs7x0PL2++AArGibiqm2/QIOceEGJWyHJskarkgRj6tSp+LLD7HfLli246aabsGjRoph/19TUhKKiIjQ2NqLQRB24G8EvogoLgR3bIjgsvBb5AdrJLOvbiEsaH8JYeT3yw43IbW+CDOAgesErtaOoTwak558HevXCnvOvQmBPA/Z5+qMlkoMctGFw1j7Uy0VYMPxRvBee2enfNGwYEVMHD9Lk9s9/kqLVic/Bbp5x+1bgd5uuQn6oAXvRHwFPDgqz2jBE3okiNCAjJxsIhRBuaQUgQ8rIRBgZaJD6IJRXiN2hfggHw+gv7UW2J4yW9mzsjAzC0pwz8W3/2Rh48iTU7PVg9WqaOPjcV5aBDasOouVgBL2zDqL/mCLkbN+A/ACRMN7WOlwnPYRDMzciMxyA3B5GltSOSEYWev1/9t47vrKy2v9/73L6yUlvUzK9z2TC0MuIiCCI2FH0i2EGscBVEbGhWLnCVQRRFAXBGQIqioDYQJp0pEOm98lMJr3n5NRdfn+svU9JTjLJMOD1/lyvFySTU/bea3/2Kp9nrfVENHxFDnnmeKvo2s8y0jZAh1nFUFp0W+fvJjStmF2fv4FvPbyarVthever3Nj3YYYJ4yVNHfsASCteYgQxbA0Vi9vf8weO/tSRrFghPmbCBbqmJqxb17Fj2XsZqZlH6LYbWdDxJMNmkMFUgC6lirgtKyxzPY5uS4uhro7hviTW7n0E7Cig0kE1LczC44EarTvTSvRaajE3eC7jzKtWs3w5fOUrwn+VleUbw+7unNLoeIqqzg34rRgRBkmrASgvp0wbZM1AFrN+IyrzZZQi/NURio/NBj48+WRGt60pwW1YTzBN70YtK+bL/hv4h7GaBl7l+/vOZcguIkaQ2eylmCFsRSFOkDQ6im3zzXl3YJ+4mvp6GfhfXz/xSJlC/fxLp/Xz+VfOx0qk6KSKOEECxJmpt1OsDqOWFhOrqMOKJ1Fb9+FNRVFUlW6tmt3mLHQdqlVHt7aXVnsaf1Hfw5bqt/K5W+rx+gtULnYP070niqYDNTWkUgoDA6Bi8ZaSZpJtEsTOKRul23QUG4ipRfiqcnSbg9lOq4q4swJXYXczrBZz21E3sLk8F7PnMqxGwLKYy25UbCxFZYQwaXRULNaf8TtWfuIYVi5JMee5O1F+fYdkcroOH/mIbE2cU7dsGRY77m5mZF8vobpyFlQPErvwEgZaBmg3q0ggz9EcfT+lShaz+P3Q3U1iewuKbZEKlTEc19HsNLbuwVI04qaPjeZibolcxpaK1ZSUSKfuuedS0B70twyweW8IXbVYvsrH0IBF6f5mSkxJ5ss9g1xKjp01o9J+RhGe8gjlJ8mxfrN/NV854UlO+p3o9oBRxYjhJ6glmOEZ3x4MUUSJMkQlUq+dwE+UMIatoWNw82l3seJjR7BihYy/KTivrqtL5s089xxWRxc7TruYkaPfSmjPRhY8s57e3YPEohaddhVJxY/PTjCT/VRoA3gqsvaAln34jSgWKp1U06rOQtWy9iBueNlnTuPh0HvoWPRWdofrOfejKj//OQwciFIV24s/OUhC8dNdshCtWJhWwxA8tx8QoqRKE1urRgf5vPUjlnvy7UGUIuKeCNryxcz6cWE7GyDBTH++Laiqgrq+V/nernMZJEIanQXsxKuksVGIESSNB8W2+O7c9VTaXTT4t7Hy7ZUsuPbT6J6JqyFycdv6dAuL/v5j/MlBuhDMBtUEdcp+iswBrKJi7Jl1pFQ/Zmc34Z4WVNtiUCsj5onQo1RiGlCljtXtYMNb2ajWk0yrtLfnYLa3F/bvkwB9uA5FkdXYaTUW03ub8Qz1kgyXU8wgHx/+Ecu0rQTUJJgmipHGUDxESifwYVYVQ6kJfNiB57gx2sgwRfjUNDNt8WFJfMSUEIatoWHyu3P+wIn/JZh1dx7jrrvgxhvFJtxwQ7YPZxx7MHzBJQzuHaDT0e24PmzPPgJWvg/TdajVuzMtLxtSi/iL+h6WvXMWp51bztfurOeVZ+PMTm1HCYdgwUJAYoNnn5Uqitpa+c/vtQjvbsbsEszOKsm3swEjilXAhz3wAMy57rMUWQP0KFUMG368VoIatZuYp5jHP3gDfxseZWeVMEnbx2z2ElKkjMP1Ydg23/JfjWdaDSsuXk39UV7q63P0W0AK+rAZg1yy+xKSHVndhvUEsxTRba4P09v2oSeioKokS6rZlpiVwaxmCGY7tGk8FHgPzWVvZeXH6jntHY4P29lNVWIffo9BwhOh2zcTrTicsQfhMLTus1hhS0zbY5czu2yQC4en5sP2xp1nTxmF2XWz2LrBYHp6DzdyMUNIHjCX3WiKRRoPMUIYaKiY/PyUu1h+/lE0NMCS338Hz9OPCUZ/9rOCq7IH82GunZ2l7qdcy/FhyST2vn1Yw1FMS6XPU80BfVaeLUjaPppTi7jf+x60ObMwTbi66Husbb2SVwPHM3uOmu/D+oXA0XWZc5hOWvi3iw+LBcrxxAe51P4Ry/SsD7NtGFGL8FWOH3cd1Ie1P8+NQx9jiCIqlH5K6XPsgZ8RO4CBhobFr9/3B475pNiDadMOXnR2xdcsHr2+mWpPL4Hp5Zz37kHe8odL5JzSVYyYfkJagtlqvj3oPiCYDRPFduzBfnUWWq4PM73sMwSz/jPeyj966zmpbBN/fijAgB2halklfr8yNqZ1fFhPl0V1ZzOVqtja0TGtLy196TFtlG5dzO7voTNdTtz24ydOjdqNWlPFlwM/LejDDHTmK7vwksJCZYQQBh5U2+QbC39H6QmLWfnPm6kP7mT59RfiXz3xTmy5uK0YaaHsjh8ztG+QA8ZYO+vagpTqR+/vxtMmPmxIL2OICH16JZYJVXY7upUiZgY4wDQeU05hQVkvj9c10jC9m1++dgwDalkmpn31VckZVFUIqLo6sbOV7c3E9ostmFUyyCdGfpRpXZysD+u0JD7w2Qlmau2ElSi79EV8a/qtbNWW5cRdYcLEqEX6bFM4eRgaqmJz14fu5oT/OoL6+sl1+BeyByMfv4T+PVk76yfBvAI+zN67D78pPqxbq6bFnoVliT0Ie7K5wl+197C74mh+HPkGn+76rtiCudqY/LalRXL2u+/+92zlmyx/86aTUrt37+acc87JkFIApaWl9E+4V7LIvzspZVlSdPHqqzBnlsVRm9bz3t5bmc4BbBRUTEoYJKUHGPGUUpXYh2Yb2Nik8XCAGZQyQMhnYM5fRHRbGzuN2SiaggLYgKrYTDda2KA1sCZ8d6a1oLpagjHTlJXCX/4yf+jxoV7HrFlOC6Ju8YNd72fe0KvsZjYKCl6PjdcHc2IbKbYGsEJFJBM2pmkTJC7nZtsMUUQPlcxlFwrQHpxH3PJSndhHyHFEnVSzybuKW0suY9+s1ahYVHU0U+S0AGzz1XNgv0UyrXC28me+wI+YY+9GxcJEJcIQCQL0F9WhpJLUJXfgcWY/7WQhis9LtdpNqDaCGYoQ3bqffcpsdA8kEgoooGs2M8wWtngb+HT5XRwf2ciRfQ/x4fbr6aWUmRxAxUJRFWwUsMG2LXyk2BVcweay1ewOraCnZjnFxy9l8aog9fXSjZOZXdHUxGtX3ke8O0pVrAWPnSRt60TMfiwUtrMQS/OiYmMDS21Ht/4gQ5XzCLTuQLUN0njwkiaFBx9SVnLAN48hfyVaKkE43kUKH7foF7GhXJy4qqscd4wkQt5h0euOQD3bdwqGVgZ3cFr/nZzNX6imAxu1AGb3C5kApNE5oNRR6k8QmlZM+NYf03PFj0g+9yqtykwU2yZpefB4wTZtpqVb2ORt4IfH3MWpLbdywb5v004NlfQQJoqigKYKzm3TxkuSff5FtBTXszu0gj2h5ewOrUCfNZ36lUqGqHJJQLef/9zcfn48BJJC/O5iLppik1Z9+NQ089JbKGaIqFZCmzaTuvQONNtwdJrV7USYbSlfxZ3TLuOvQ6uZXWdR2+2smmqlbGuPsC0+E8XjYcliOGbLehrTE9mDrG4NdFpd3Y7CrNenoDiVxLERmzqrhc2+Bj5TlY/ZdmqYw150TBTNxSvYto2PJHsDS9laejx7wivoqFxB0fI6Fnc8TkP7/cwLtKFOq5HdYI47jtd++iTx711LVe9WwSxeIsoQlmmzjcXYioKCjW3DMnsjxfYAVqSE5IIVMDCAv3UHZtIAbBL48ZDGSwpD8XIguJDhlJeStGD2F1zEs7634ju6nj0tKtXVYKYtarokYB/Uy3miaxFxw4Om2vxX0e18cOhWptlZvRYzSHoczLZSR1kggVJSzPeqfsy5HT+iru9VWpU6VMUiYXicApyx9qCh+yE+2nU9cXyU04+qOsG6o1vLtvGTZHPoaJor386e0HJaIisI189l+UqNFSskASnp2y2E1KZNvLa/lLgapCrRmtFtkTmAZdvsYBFoKpoKaVNhibWREgZI+UuIV84k0CqYNRQPuj3WHqSUsZjd4FnF3bMu49GBI5iT2sbMogECfW0MGkF2qovYaC5G0XVWNVic2rqeMw6M1W1SCRD3l1Lp6BYHs/upI6gm8JZHCNbk2FmvQiJuY6Pg0fJtwdzYRpa2CWb3M4M57MFHCk2TqM22wbbEHrQEFrErWM+eWA271XkcmHY0de8+goYjFBoapOIot3gqD7dWglKzFwWT7SxiWCtBcXzqYkvs7JBSwg7/CkLmALNTO9AwULAZpohuKpl3EB/WrK/i54HL6F68Gl0VHxbp2cVAOsRjnELM9IFl8Sn/ej6WupUaM98WJNUAHd46AlqSGbEd6PbEPmy/Mgufx2IkoWGh4NHHYnZV1/2c2/1T+ilmOu2oijNjBBe3Yg92hBrYUH4Ke0LLic1dTsXcCMufuJEVwV3UfLkR5b3vKazXUfZgi7UYVQPN8c0ZHxYpYah45qR8WFGim5pkCxoW/ZQR0yNsthfzu5pLODBcTHV6P96SAIOeKrb7xYdZFiycb/GB4fW8p/dWqo2D29k8H1YboTsVQW/fT6s2G49PwTZt4kkZyDKbFjbqDXymWvR6VN9DfKj9evYwizm0EGKkIGb3qbNp0eayp2glu6evZne4Hv/caayoFx9WXy+x2/g+zCuLl5bNVhajOvGgx2OzICW6LeTDvKQx8ODN8WHRlJdpRj5mt4dXce+cy/hr+xHM6X+FaVo7oYogQ3aYHQPVbEovQNF1Vq6wOHnvet7d/fp82G5zNlgWFgqoKppqM4sWtqjL+bT9c44v2cwRA4/ykfTtdFDFbFrQsDNjCXJ92O7gcraUnsgedR77B8IEIzqLP/cOVp5WxdKl+YsBE/owRchWXTExLJUl1iZKEMwaNTPR9+7AThukbA86adKjYoN+TyXheDe1KcFsH2VElSI69On8hEtomfc2DG+I2m7xYQNaOU8M1JNIqWiKxcWh9Xxo+FZqrcJ2dly9joq79imzURWblKFmfVh6D1v0ej5dfS/HRzZyxK4/8JHEOlLolDCEqtgoiuLYAzuj283Bo3it6h3sDq2gd3o91cfOZnm9yooVo2JaR7exK6+lrMup6sVLuUd0u0uX+MA0QNdtFqanZg/G82F3BT7GY8kTmTMtybRAP4GYENDb/fVs2SYE4BErxYe9sz1ft7mYHe3DxmB2cwv7zBn4fDbJtIZmJTHRmEY7m3yrxviwVseHeUlndJTvwxazQ1nEHnsWuyMN7Ft4GjXLK1i5UuLZFSvyZ1qO8WFWL6ptskNZxKBaggcD01ZYYm+m2BZbsM3r+DDHHijYRCmiK8eH7fPMI2Z4mWm7ulXoopo9/iVcpX6Dl4KrWbRA4q5IupctXeW8kKzHQqUoZPHpwHre1yd6tex8vfYE6tCtg/iwlEG0fZh92lx8XptYQkWxDFTLZAb7xB5M/4tgtvshPtJ1PcOEqKY7i1nbFh+GjY8U20NHsKH8FHaHVpBYWE/VSQtZcYTOypWyAVauHMyHuXk32AV9WK6dTTt2FmCPOg+8YzG7V53HT3xfZN/yswj4hMxT+3vxTy+ntayeaEw9LAUl/yr5X0tK3Xzzzdx111089NBDmb/NmzePu+66i1WrVk342X93UurVV2Vl/y3Kk3xy79dYnngBDQMDnSghfKQIECeJF9MBcQovGpbzu48+SimnBy9phpVibFQ0DCxUdinziStBfOYIJQzxuao72RluoK9PmOvZsw9PpZR7HZGIdJd0dMBy41VuicoqQFwJUWr3Usd+PJqB34xhIQ9wP8WEiONxnIuCgoJJEj8+pA4/iR8NA53sQx0nwBAlDFLMHYELeWv6YRZaW/GQJI2PrcpifmhdxnL7Va7iCgLEsIQiQsdExSKOn73aQmqt/YTsqBASJEnio89Tg2IZlFvdeEkyTARNA9W2SFgeBtVSEsEy4lGTGruDzqJ5VKTa8aaGqLS7sZGV5W6qGCqeid+K4TdHCCT6iTDM8IzFDJpFjMQcB4RCW2A+u0MraC1dgf/oFcw7ppzy3/2M+Q//nJAVZdBXRVr3U5Tqoy6xDQOdQUrwKmk0TFTbJMQIJpLwm3jQMEnhwUJFxcZHAhMdC4URitjuXU4wPcB0e78k5nhp12aw0VzCI7ydMzwPs9DM1+s15mWAxdVczpG8hIaJgc4IQbykM5g18OIjQRIfGiY+xJD3KeWUKgN4ioNYQyMYlgKqhmVDwvYR9ZQxpJeRjqWopYO24DxqE3uosQ4IkYFCggA7lEXoQQ8hRK8lyiC+5QsYUYpkHNcIxGMwrJewJ7ScPQ5RFZ22kGUrdTruepLP7fgsZdoAA16nki/RxczkLgxUhijGRxoU0BSToOXqFix01IxuNRQs/Dm6zcVsGg8eB7PDSgkDdjG/DV/IW5IPsyBXt/YCrrG/CMDVyhUcaU9gDxQvXjuRYw/EkfeqlVTYuZgV52+hMqyV0pkuw7Cglg46w4JZX3qICrvbedZ8DFFCT/E8PFYSvxklkOinWBkiNnMRA2YRI1GwHC/R6ZvFbm0+bfFSAgGYF+mh1Ohi9t7HCdpjMZtGp0+pwktSgnTbJEwME1BQ6FcrCFlDeEiRxIsCGb3G8OMnxYgSZr89gxlkMXtAmcFOfQk/MC/D74fPpq7N2IOU7WWzvZhHOJUPcRdHI3pNo0vFaZ6d9eLNYNbCR4IUPvqVckqVfmJqiIAhgYOiqVg2pGwPUb2UEb/Yg2q7g67wPMpT7fhSQ1TRhQUkCbBPm4MViuC3RvClR/AnBwgzQmLuEoasIqIjUnyWVAPsCy4RclWdgzkQZVFgPzNGtnJE78OECujWRGNIKcFLCk2xUWyDgB3HAsce6I498Mr5Y+EjmYdZHQNtlJ0dpIQhIvxO/Qir1aeZb+3AYydI2162KovGxewIIbw5us21B3rGh3nppooKuvGTZEgRzGq2gWEpDBNhxF9GNK5RQydtwXlUptvxG0NU2D3YyOrnCGE6QvPRNYuAg9kSZRBl0UKGKSLanSDaJ8lBX3AGe8qPZndoBQfKVlBx5CxWNihUbH2SeT/6LMH0AIO+KnTFYNbIFhRMbDSiShEe0o6dzWJ2QK8gZA5lgmkADTOzaur6sPF0O0iE33rX8BbrcRZaW/BYopfNLHUw+/sMZsfaAh8tnoXUGPsJ2lHS6PgdWzDgqUA1DUqsPrykGSGI6sxgSVsqA0opyWAZ0REK+LAux4cF6FJriRbVEDBH8JuC2SKGGZy2hAGjiHgCsG3MWJJWZSZ7iurpW/4WIiesYOGxpYRfeZIZ38/qdbQP61fKCRBHxUKzDYK48YGN4WA2nWNnBbOaU1FQRLs+gzlGPiF4wDOX4nQ3JhpdVFFJDx4lTVpxfdil2A5mj5rIzo6xBxJ39Th21keSIcfOahhgw5AVol8pJ2l7qLS7MnbWbwxRbvVggVDsip/O8HxMRSNgjhBI9FGiDOKdO5PogUGiZoCRUCVx08uwXsqe0Ap2h1awO1xPcsY8lizXCvuwVB8z49sw0BigVDCoKKgKhKyhjG5NxYNqG6TwYjn2IDCODxsbd0W4U/0Iq60nWMDOrG5ZyDXWZZPzYY5u03jyfFi/UkaZ3YuXNFFC2I7PtRWFYbWEXrsMw1KopoMO7ywq7G786WEqycZdA5TRVzwbnxXPxl3KMPHZixk0wkTbhzEsFTweOooXsSe0nH2RFXiOWM6cE2qp3PYUC28YH7N9aiV+Oy7P9CjMmk5skMaDjQrYeZiNKUW0qjOYa+5Az8FsizKXSruTAUpo0tbyNuWxHB/mc3zY2/kQv5uiD8titow+PGVhrIFh0qaKpsliVcL2M+QpI+4vJTmUpIYOOn11lFvd+NLDjg9TSBKQJDpchN8aEVsb7ydElOFQLQMls4g5MW1CDUncFV5Ba9kKio5azNIGLxVbnmT+Tz5LMJWt4i6jj4WIbof1MrxWAmwbVbEJWcM59sDj2NCsDxsddxW2s8UMUcyd6kdZrT7DAmtbgZgWrla+NinMunGXz/FhfUo55fTitVNECcnik6pgmhAlTJQww3bI8WHz83yYG3eJD5uHV00LZpP9FDOEVjedaFecqBUkGqwiZar0e6ozut0bWkZoxVzqG1RqdjzJsl98lpCR78NUTGxU4gRRFHsUZmFIKyVgjaDbaZJOHqYeNA9LSUxLMQOUst5zIW+3s3lY0vKxGcHsh3MwO64PM/cTtKKk8eB38rB+TxWqaVBm9zi6DaKpCqgKKUMjSoioEiFm+6imk87w/ExMm+vD2rWZxMOV+M0o/lgfAWuEIiXK4PSl9BtFmZZvQ/HSElzC7nA9w7NXUHrSMpYeFST08pNUXTm+PehVKgkQFx9kQxHDmTzMQEefcq7gZ5gIA5Tyu6JPcGIim4dZmo+2yGLunH4Zfxte/boKSv6V8r+WlPrBD37AQw89NIaUuummm3j729+e995kMkkyZ6Lt0NAQM2fO/LclpR55BG4670m+N/QZpsd2oDqBrIqNlwReDJJ4kaY2EwMNt4JPam9sYkoQ1TYIkGSEICYyTdoGeimnXZuJbZrMoJVrFvyS58KnsmePDP1bsODwlAA+8ghceKGs3m3bJk5udfoRfjxyIfuZiYXGfLYTIoZHSROwxRiqSEIhJatyVSAtSwAWKjagOyuoMYJYSOuAhsFmljKdA4SIMaiU0uepIq1JSWdpupuEqVJLBz6SxAlgoaGTlqoswETLOC736Ll6tRQd3UoSIMEIQSxFdGvZZO6DgUoxg/RTzn5tFgEzygK2ZwLpLSwlHS5FUSCdkioV33ENVPzqGti8GfPVDQw/u4Hkvk5GHCLF3QGj11PDzN7XKLF62a/PwfAE0FSbymQr0429qJiY6MQJYqOik3bIN8XRnOgwe7ZWRpcShEIvZUQYRsHCRFoL9zCPUnopZYABimnT6jA0cU5lRjcpS8PGZhrtmeSrEGbl/Apj1raVzOpWggA4K292jm6T6JQxQB9ltCnTWWJvxkvKcTR+tiuLSPpLsKwcvf5pnTSqb9wIGzZgbt7KyEBadBuFkZgkBDv1RSzpfoIaOtijLQBdx2OnqEm1UEO7ow8J+BQUR7eS4B9ct0rmd8GdBKkaBltZSq2D2QGllB6tCkMVzJYZXaRsfRzdJvGSnpRuVdscg1lwyU+wsIkQZYAy9mmz0aw0y+yNmYBhC0tJhcvGYva3P4VNmzBf28DwMxtIbm8RnUbBNGUY2VAqQK25nxL6aVXqMPxFqJpCWbKNmeldTqWixgghQMGTp9dce6A4us3q1UQDJ1gy0TPPsOJgNswIaUcnXtVgwFNFUvPjScWoMlopZQBnfTdPrx5Hr56MXvXM+0Zj1q0iiBNwVt5EpwXtgVpHpdVJLW1omCTxsU1ZSjpULLpN2tSmW9hbtIIld36b6p5N2Bs2knxlE7HuEcFsX5LEsKx4t3lmMye1lXKzmxZtLpbuQ1dMqlP7mGbtz8esIrr125PDrI2ChiVJE36HwLLG2NkBpZQetYo0XnxmjDJ6SeGBcTDrycGsNoFu8zCresDOEp+Kc65hRhighBZ1LpYNK+1X0UljorGVpcRD5ajqKMzefbP0vGzYgP2nP5F4rpmo4ScariZqBTEMacHYHVzO8raHqDbbaPHMR9VVIVfT2wHbqeIR3How8jGrePHauZi1Mz7MRHN8mImFxohjqzVMdAw25eqWEvr1SlKmhgeDavvAQTHrnpcHqSrECYSn4sNMIMIw/ZSxX51NkTXAHHZnCMytylLSoZJ8e3DMSipuvgo2bSL54gaiv7mPRO8II4SJ+UqkMhjo8UxjZt8rlJq9tHrmYHoCaIpFRXI/0419KA4mpm5nFWw0wCKNFw2TOAFUbHQMtqrLwEqzjM0Y6GxlCYbmxa+blKY6SdqTx6yBnjmXg2HW1S2AiiGxCSXsVeeRtnWOsF/C47TobFcWMxKqGmtn/7we/vu/ZWivaWJMmyl7nTjxQSwGScXPdn0py7sfo8ZuZ7c2H1WXVuCa9D5qrdZD9mGGEx9kMRvAzom7trCUaRnMFtOjVJL2hBwf1k3K1grq1kcCDwZJPI5uxfa4xy+k26gT07qV/+6Z2tiEiTJAKfu0OXjNGIvZ6sRdOltYVjjuuu06uOoq7EceJZb2EC+uIRpTiEazQ62HtRJq+zdTYvXTqs8i7QmhqAqVqVamp/fk+bCpY1ZIKgOPszCaxexmZRkjdpAFTqw8qJZmiEZPOkFVej+l9E9gD3wOITM+ZnN9WCbuGuXDsnFXKa3MpIoOauh07qWP7bk+LGVTZ+3FF9apmFMMq1djqh5iL2wi1hsn6uzRY5pgKjr7/ItY0PUUFWYnO5mP6tGxLYtp5n7qyNqDmBMf6Eo6s7ByMMy6dlV8mMRdWTu7hOm05fkwQ/PjtROUmRLTFrYHbkzrQcc6SB421h5kdWs7PiyW8WHYNivsV9ExMNHYwlISo33Y0SuoKDagrU1Kovx+Ult2ER22MwuvySQk1SB7A0tY0vEoVWYHe/X5KLpGRbqNWebujE86FB+Wn4dpjm61jG63sJha2jO67dOrSKl+1FSC6fbEmE3gQ3eeWcnDhIKe0Ic5caCdg1oDzYm7xIcVW33MYm+OD1uWxWzcpM7Yja/ET8VfboPWVhIvbmDknxtIdA4RjUIs7toZhQP+ecztfo5ys4v93nnYHi+qYlORPPA67UGhXEFyMNHrImrpyOi1V6/C1KWltTQtYzi+U3EDX/rT6v/TlVL/a3bfG3D3e8yRq6++mu985ztv/sm8QVJeavHJ6LUUp6RKwXAeTM0JhhRnhUVWBMRI2E7AYDpBQx/lpNGYRQu9lNNFNT6S1LGPCEN06+AzhX3e3luO4RdDGYsJIVVcLIO/X09Panm5lD0fOCCEVCAAgapyUtu9BIiRIEgImZ2wl9nMYxcWoGHTSwVVdDqGXoJ/pyELyBp9BYsg8bxrL2aQIDECxGj1LcD2h9ABkxCdaoBlsefwkSJGIKNLnbTzfaA4DhyyRsPtjx+khGGK0Ukwm730UkmXWothawTsEcroJcIgxQyiYeInRo3dTliNkiaAbSVRsaijhW2JCCEtwUytm9CMYsLf+4LUM8+fj/bud1MC0ti+cSN28waG/7mR5KadlHXsoNLaK/3m5jZMU8NGwWcnkHY9IZY6qKaXCsIMs4CdWIDHwU8Kj5NyWo5uyehVxaKcXtyWRiBThefqSsfADoTw6mAToisVYEnsBcdhKRjoeJyVKX0UZuUcx2K2l0qGlCJq7HZMNDrVWqJKBGybiD1AGb2EiVJGv6PbBHXqASzbg2UZDnlmMN3ezwHDQ60nR68lJXD88fIfoKXTRLZvJ7JhA2zciPXaBmIdQ9S0PkM52zHQWGJuIGn58dpJZ+XSdcQK+5jFEMVEGGIh20bpVndQM1a3LmYDJLBRMB0nXsxABrP7vAtQ/SG8iqvbOpbEXszTbdYeGBPq1kIqJPPtQQVdai0mOj4SlJh9FCOVei5mp9FGQImRVvxgCa5mso9tieKxmJ0+HaZPRzv9dMHs0BDVjk6Hnt5AsnkbJa29VPe3YqAx196FFVcxFA8BO+acswQcPVTSSQ1hhlnk6FXDpl8to8LqxnSwnatXNUNDWQ7BIcGh6qxYdlHJMjYCsCVwDJpHQQeMtAcvhvPsS2CkOwGV7oSz/jy9mo5elUxg20sFw0oR1XYHJhod1BBTIxiWQsQeolzpo8geyLMHM9mPX02SIoBmybNUZ+9hW2KF6FbvZsRfzD1zv8QHgquo/tgqFMBvWfj37KHs5z+He+4hrSWIeSJU2Xso69iFgc4iawvplKwae+x0JowEhVZmMqCUUcwgC+wsZkHavlUHn7m6xfkbWARIYjsr+xoWpfQTYoQgcfZ5FqAEQviwYUSj26xiib1pHHswkW5Fvxom/ZSRRqfOwWy3UoOh6KimQSl9lNFHMcOomPhIMFPZj64YGLYPxZIwejr72Z4qwa+OwmxlpewQefLJKJ/5DIEbbyRw661UxoawV8ySILRvmOmdD1JlCoGx2NhAyvARtKMOUac45JJKC7MB8jFLGRV0Y6CiAqrjU3JtgXvtUmGlYToJVJgoAeLiw5SZSLuihYkHrzEWs5qjW1evstBiZHyYnePD+qhgiGK8xJnLbjqpoUudhmGrBB0fVpJjDwLEmU4rATVO2vZh2WJ76uy9Wcy6ur36Mli6FJYuxTc0hG9eKcwvgwsuwOjoYfDpjaS27yHSuY1aU3zYPGMbpiH9KV476aQV4nfamE4PlUQYZDFbsVAyRFvaISXUPDvrIl5sooWa0a2KRYkl1+aSdH4lSUpRsVQPnXYVS9nkxFNKZiVbH6VbF7Oag9msbgtj1lSEcI1Y/ZTavZQzjOr409nsxVJVTEtHs+V+1dhtbEuUj7WzxcVCSnV1wb596KtXU/yhD1Hc3CwLLc0biXdFmdb6OOX2Fgx0llobSKb84rcde+DGNPupI0oREYaYxw5cklQBZ15gvj1wdZ3FrBt3aWgYFDFE0MHsPupQA358Xg0I0Z0XH4i19pFyEO/GB6lMTKtgO3ZWc4gwgx4qSeFhLrvpopoOpmGiESBOmdJHqd1HJGNn48yglYAaI215sUmjYo8fd8VisGsXyqw6QtddR2jOHCo2bsTesJGR5zYSf20bsQP7qbT2Y6Azx9yJbcrzn427pLqkkxo6qaGIIRazBRslU/nkYlY8iJ2DWZykPJWDWcFZqd2HrUDAduyBZx6mE9MaShBvOp1jDwIZ0lRzlhX8JApiVp4Jk367jCHCVNOJiU63WsWIEsG0FIrsQcqVPkJ2ftw1g1YCxJ3KIBsP6XwfpnUTmlFC+IIPwUMPwa5daLffTlFREUW7d1Pd3IzdvIHYP5uJtfVT2flPKs3tpNFZwUYShh+vnUInlWMPFA4wnQFKKM5g1tXt+Jglg1mLoBN3uc9rbq6QG3eNxayC6cRd4r/GYtbNwyQSUTIxbQqdOeymmyq6lFpMRUc105TRl7G14sPi1LEPj2pg2H4UK4GCzYxCPuzY+bL98vLl8KtfgceDNxajbPNmyjZtgo0bSb26mZHuGNM6HqPC3IqBzhJzA2nTg9+WClTLuS4Lhd3ITgRL2Iy0J1r02BVUZ/IwnLyoUB5m5uRhYg/CDGd9mG8B+EN4gZgVxJOD2TgBNIdwUR3MBkg4PiyRuYOAQ6qKnR0mgoeko9tqupRqTBvCjFBKP0UM5cRd4sOCapy0EsCy0mj2qLjL200oaBGeXQT/+AdccQX+D38Yv23LFrYbNpB6yVl43dtOcfcr1Jo7MdBZkN5MKu0Vn2LHx9iDXiooYogFbHcwazr2QC/gwwrlCmTirmIGM3HXfq/EXTqQJESHGqRipIXPGtdRv/xERu8C/39J3nRSqqSkhL6+vry/9fX1Fdx97/LLL+cLztbXkK2U+neVepppYyuDVoQIvU7i4HalutwyToImQxuT+LGdYB4UBr2VmCYkjE4nkJKH30bBq6TxpwapopMNnlXYK+pJtAmzrigym+CLX3z90/vr62HOHHjsMSGnpk2D3XY9W5UlrLRfpZ8SJ4n3MWQXESVECQMMUEIH1ZTSi4GOhYqfBFFC+Ek6JIaB5iRIEvBbGcJuOgfwkwRspid3EbciMmfISuMxEpkVIb/joHA0m1sK6KYM0l7iybDUfd4a4moYXzoqulWTKD4vqqUwnC4mphZTpvazILlRKgU0jYgiww97PdOImx5qUvsIM8KK0C70kiJ8DQ0ol32hsMIrK+GUU1BOOYXIJUAsxtavrifxs2+R1nz4rRi6bYINKcUHNnhIOW5CR8OQNhVHt8OE8ZFy9CqrQAHiKJjEndUKnRQqbrUJeJyAapqjVxtkpT6xhaQeQrMNfGbM0bk4cMsxta4uXXExa6CTcPDoYnbIU46NwmC6lA5tGrPZS8obwTRVBowyonoZlWof4fgmCe5UBa+SIqX66fTXURpvw2/HpYmgogvvMUeMr1ePB5Ytk/8A1bYJt7Yy9P3bSf18N6at4bWTBGxZGokSwkLN9HujKFiKxiAlRK3J6TaL2Wzw5HHI0GlKGz5bMDsrvYs4RRKM2wZea7Rus6srhXQ72h7YKAxl7EEXfjUFPh+6omDYYVqTYQbNYlbQTBIvtuYhrIyAAkNaOcNmgGrjwOQxG4nACSegnnACJRcBySRbLm8i/uOvk1K8BMwRCZptWV2M48eDgYVCTAlhKToDVkmePWizaimmP2MPAg7C4/gBFZ1Uxh6QkwRU00Gt2oHfkme9LraFlCeEplj40kNEGMqQA27wPhFmk/gdos/VawU2CgPJUg4wjTnsJe0txk4rDNvFpHzFjFj9LEhsJO3Yg4CSxEbhgG8BJGLUmG1jdPvb2i+wYetqGnYJd5KRv/4VXnoJZs3Cc845FJ9zDp3faCL0y6swNC8+K4HPmWsRV0LYlpKpIrQUDd2jMmwdDLN2DmZNNBKODXQxK7qtoZ2AY2dnGTtJJIowFR3NTuC141PCrOg2gDurw8ZgwFuVh1nb60dTFRIJDx1Mx/AWURIfIIEfW/MQUCSAjWlhBowaKqwuipQRGiK7IHwQzF50EcTj8Je/oPT3E/jhVQSKihj+3m9I/3onlqqj2ZKQWbaWaT2O48dHCkWBfnsUZu18zPpJEiUs35HxYSmsnIDfxW0d+zI+rNZuJ2H4cMnn8TDLKL1K7YVKCq/TCiV6HfJWENPCmCkPCcNPWI3R71NRbYVYKkxSDZPQSogkmqUdRtMIKWIHO7WZpA2osdoJ2xPYg3/+E+64QwKKb3wD3vY2dKD8S0A0ytav3UbiZ98mpeb4MCChBBwf5sy9UTygKAzZxUTtg2M25lSYeEmhOOSSAnn2QEg7CWpr7TYShh/FFFs8HmZzdWuNaw+kCtO08jGrqnIOA2Y1sUSQcnqJE8DU/HgVeVZTip9OpYZyu3divfp8snPhxRfL4Ki3vhU++lEANNsmvGcPQ9fcQfrmXZiKQwTb8lyMKEVYluosYICtqKQVL32UU221T+jDwCDhtJPkYjY37ppJq1PlLPiNG8XYpopup6VdjgRufchoe+DGXgYqHixSeEnhx8ZNhCHqLXfsgZ+QEpdzUBQSSpAuPUhSiVCceI0kPmzNQ9DBbL8qu8FV2Z2Ffdhxx8EnPiGrsmeeCUccISdz0kkoJ51E+CIIp1JsvryJ0PVfc+KuOKptZtoccXy5jUJS8aMoCkNWhJGDxl2MwqyQcRKHiV4r6aKaLgKMAFCT2kfcjogPM2NEnKpJsQfxHHuQlXzM+rAdQkrHoFupQtEUBszyTNyV8JZhphUGrHLi3nJKrF7mJZ24S4GgHcNGoVWbjRLwURPfS9gsoNsTT5St1nbskK1Ev/xlacVYsADlAx8gZNuE2trY8c0mkut2Yygep30rAQrErSAAXscemKoHAy8DajlRY7KYNcfEXV4n7prBAXykyI+7NAezE8ddk8nDhjKYDRBUE6heD6qqkEz46KQWwxOmJNFPAj8WGn5rBDSNETXMILWFfdhHzhVdgszq9DhV78Gg7Hp81FGiM8vCu3s3ff/9G9K378JUZI6Zz05johO3JSZNOD5MV0z67ZIMZgcooZNqyvLysGTBPKyQPaijFa+j22npvcSJoGCjmzFKGUAqjeVejY9Zsb3JjA+TPGzQW0VMC+NLRUW3ShxNsdBssR0dSi0jvjIWJDbK85njw9p9czAVrTBmP3QO3HKLtPm8613SLqQoMhR51iy873oX5QA9Pey44jaSv7wKwxmZ4bNTYsvxjbEHhuKh3y4jaocPitk4gQK5Qm4e1p7pJpmZ2knSCpPWvAypZQxYRQx4K6nXt6BubP73HCo1SXnTSam3v/3t3HTTTWP+fpTzwOWKz+fDV3Bbon9PUft7KS9KsitVipXSULGdtVBp0AkSQ/pMtczKlYg8CAktjOkLUZ1o4TX1CEoZoM7aTx+lJPBRZA8zmz20azN54tgv8+DDKhs2wKc/LeW0118vZNLrvg5V5lO5/emqCj6fyk+9l3FN8rPUsQ/dmWlRRNRZQ/dIAqQpxM0gYYZxVy33Mps6ReY8KVhYaCQJZKpBfCQx8JJ0dpGwAY9qoBpDuAWdHjWNkl2wdkyo6qzcJTMrAQY6cQL4SZBGz+rVH8aLTZXZw2tqA6XqEDPMFnrUSkz8hEhQZUnVxDaWoAf9FBn9GIqXQU8FJOJsYQnzPC2Ufe3zqKefNnZL3okkGEQ58QQGflFOzBPB8ATxWnE02ySuhVGjg8wzt+EhjccJ7YLEM7pN4UdBwU/c6VOW+QMJApke8QRBvKRI4kN1VsZMxUvK9mdIKRWbgBnFZzv/tqTE1hXbcU8uZgPE8zCr5Lwzq1vB7KZgA3+Z/3k+tfkSZjq6HcJP0EpQZnViobFNWYyte4moUaKeMpJ46VBKKbb7mRfuwPetyyXQnKxeFQVmzqTm/NNp+9U6epIRVMXEb8VJo5PSAmi2wTxru+hWMdAVk5CWwEh5xtWtkaPbLGaziYyPBAY+aS81RP+KbRAwhnFbE8bqVsnU81goY3TrDrfP1a2RsQeC2ZlmCwPeSqKGYHaa2oZpaWxnCWooRJEhpdX9nmrskRh9LGGed/+hYdbnQz326MzOY2lPEO9QDx5bZg8omsI8U/SqY8icLiWBYYteTTxoo+xBLmaT+PA6q5RRQpmVNgMPI0qEIoQUVrAJKyMYRgrbttFJO6uFuXp168+0gpi1nf+PtrObQg38VP883x26hOlGC51UEnftgSn2YCtL8AT9hMxBYlqEhBaEpM4Wisfo1v9HFbbCrl3OySWTslf2k08KVi+6CM45R877lFPp/9UviXkimJ4APjOGpagk1SBadCBjD3QMfLqJx0pgpEW3SfzgYKiQPXAxm8KH5SQyfmfeS4KAJA+AYpv4jahox7ZRGYvZg9mD0Zg1R2PWamFAr8Rw5llUpQ9gobFTWURCj1Cm9uMlRa9SQSINg2oJy8ra8H/583DaQTCrKHDppTA4KDr+9rfh+utJv+v99P7u98Q8EdB1fFachBrEHI4xz96RWdgwUQmrMQzLwaziwetRiKeymDXRaWE2M9lPiChgY6HlkPOGBKqKB8P2gKNbn5pCtyTAdavMspiV4N3Vq58EOoazsi3kmdwvLWsLXB9mFPZhQRJUm20ZH+bag7TqJ6oUgRFji13MPP849qCjA666Sn5/73vhbW/L13U4jHLiiWN8mIpFXA2PwayumATUBIYxOTsLzi7EJDGcepSAg1nx6cmM//E61TqKbaOrVrbHjuzC1GjdptDwjWcP/IUxm1T9BOwElbQKZlmIHS4hZA7iN0cYTAdJ2x661Frm6XsmtrOLFsF550FTkwRrK1dKWbqiwNy51Hzi3bTd8Rt6UhE0vwe/FSOl+EipgTzduj4sqCYyuD24D8ti1iVW3fk5adXnkP+SnAbN0T4s87Bl9Or6MDemdav5NKyMFyvkwyL2kFT9qpXEbYkNajiAicZ2FqOEiigy+gEYMEJYhkWPXc58vYXK0bptapL2gJISsauFxOtFO+YohjI+LITHTqJbaRJaKC/uKuTDRuvVWyDucpN9waxrk70MKyUUKcMoTsuXnwQew8QGdDudZw9w7EHWhyXQxmBWIgQPaUYQvc60Wtjky8ZdM8wWOqgk5tiDCqsLE52tLMKHQYgoUTUiJLLpZYu2nHme3YVxe8kl8JnPwP33w1lnZRYCBQoKTJ+OdfqZ9N9+GzFPBEv34bdGsBSNmBJGGRpgIY5ubQNdNYnoE9uDQj4sN+7yO/Of3EHzcLC4SzB7sDxssj7MVKRFsNpoxUZjp7KQuBKg3OrFY6boVStJakEGfdUsC+3O+rAVK6SFxbKEqD7mmMJ4BdH//PkYZ76b3t/8hpgngq178VoJEloQJTrMXHNqPswY5cNc3YoPy8nDFA+GrWcIcN1KEk73owCKlXbsSFbEHkg9aoAkmqPXfB+mF/ZhSgOl9DPDamGAEuIE8NlxqlJdOXlYgLA5QFINMKIXg834mO3slBbpH/9YdvrSC9AfFRVYeXGXn4AppHFMKxpjD6bqw7KYlbjLzRVMJ6tzMaurJoo5gs8cYUQPEY4UMXO6n+BQj+zW+39Y3vQasLlz5+b9e/fu3Rx11FEFK6X+z0l5OYGIj7o5GnEliIlKAh8GOqDKijsKPtKZba79xJ1+VZUhbwU1yRYZnLzsKq6ZcyPN+ipCCPOvYzCklnDN7J9x5lWr0XVZHFq+HIqKpDr8cMi+fTJLasECOPpoGZx+4ABsq1rNF703MELIedhShBjhnxzPl5VreFE7liKGnRUoSWZamckwRfSqlU5xrE2cAB5SzoqPSVrxsUNbzF5lrqzv6xECKxfhmTsTddZM9IVz8C+ejaJpmbJVWc/3ZVaQQMCexMc+ZmGhEmYEG4Ve/3T81gg1iRzdzvopzepKQsYQ061WwtYQ29Ql9GjV4PUylA7QpU9jwFMhK6hpjaASJ1gWFEPY0DDlHskFH6inq3wxxclubBuSWpCYXoStKCR9xQwSoZdyFKBMGSDECM9xLJfzPbZEjiXhKUJFhurF8bOLebRRkykhHdDKnAQojQeDFD72BRazR5tLEh8p/KTx0q1Po1OtpV2bQX9oJqhSpTJMBNOpgHEH0U4Fs/844gu8/8cnc03dDQV12+uppmqmDzUSpkupIZr2YhoQDhjMCPTgC+pw7LGT16ttC1B/8hPUK7+L32NSaXUyYgUZUiIk1QAmGsOaDNDvoQLdTjPdaqXIGuIF9Ti+ol7D5shxRJV83e5kAR1KrZN452PW1e0ufRHtvjlYaMS0CB2RxbRrM2lTp9Oqz6Y3NNtZDVMZpsipXfFlVlmMAroNjKPbG6ddxbfKBLOB9BBVSbmG7doSutVqTN1LNOWlR6um11ODYULClFXnYFX4sGCWZIqUFmBELcJSNJKWl0GK6aUCD6LXCEM8pxzH5fo1bCk+lnLvMIaSaw/qaGEWKCohRrAcuyjrqGnSipdd+iJ2agtp8S0gjRdT8RCYNx3PrFq00mJUnwdF18Drx3TQH8fvDEsVzNrjYNZEZXAUZuddcDJf8t3Aq/ZKiizBbMjItweD6QDdWg1xNSgrqLZXdFvsydOt6/5270YM52WXCVmi6/DNb2YIqdG6tWyFuB4mqQVBwbEHglkPaarTrYTNrG5f0o4jymh7sIA2agvYWQPZeMLLTm0R+5TZWcwWL6FNr6NdncYBfRZ9aqUkHLqHYSXfHtgOZsfTra0U8GGzspidbgtmt2ZsgZdAkUYvFRywp5EyNMJanAWl3fjLiySYnwxmVRWuuELeG4vBl7/MgmPLMrpN4yWql5BWvAypJexgvkNieiijn4idtQVbio6lRMvH7P4JfJjbqJRSfOwLLmGXskCCfb2IQFjDo5poHhXVp6N4cjEriycpvA5R7dqCFEn8h+TDikb5MNceDGvFEou4mC3kw9JpIfSGh2HxYqnoOYg9cH1YXAsXxOx0q5UiO9ceHDfGh+10MOv6sB6tmhhBZ+aebI6wQ1nEPm02adWHiUZMC6P6PGiKhUe1oKgIU/FgKt4czAbEduTpdpJxVw5mqxLy3G1WltBJNbbXSzypMKiU0K3XkrB9oldPimBl0cHt7Mc+JoHV8DBcc434MBfGDfX4GxZTaXcTTXoYVErEh1kwrMpg5zwfZh/ch3VqheyBoD+JxF37vfNErwTp9M+iQ5vh+LA5jg/zgu5lWCnCdKrQ3fbXQvHBeD7s10uu4ou+n/KaspISxbGzozA7ktLp1Srp91Riqh6StpcQMZSiUbptaYHbbxfFffazEgCPI3k+zJbdd+N6OCfumsCHFdBrrp1VsegiF7NC9O31LmS3Np8Wz3zH7wcIhhS8dTVodTNQ62ag+L3g8TuLqzoxAk4yq5NWxrezBio9VFBnF467wq4PMx3dqpWAQr9dTKd3BvGiSkzdRyIBQXtkfNwuWyYVaCAkqmlOqFsTjRG9mLgWRlFhRMvaA93RbdgS3X5FvYbXAmPtwfg+TJ7kJD52awtoZXpe3CU+LDfuysdsbh5mKONj9mA+bJrrw5RsPBssDdCrlNPGNNKWTjiismBWMt+HPfooNDdLxeRnPjMuVsfTrYFOTHfirkAJOx0fZuT4sOcn8GGtzCSqFNGrFPJhYg9Sio/9ocUc0OrEhqphuovm06XV0q5Op0ObThoPpuLLw2wKn0O6TOzDenw5PsyK8NvQx7lG/yrN1OPX0pQpAwTUBNvsBfSoVU4e5qdbqyGqFUvclYSgliyM2QsvlGr/vXvh3nsnpVfLVhnRI4zokTx7kOfDrIP7sHZG5wppJ1eQHVD3M5P9qsRdcT1CYNVS9Pmz0WbUMn1RSHZk9ibA65WFiv/D8qYPOgchom666SaOPvpoXnjhBS6//PJJkVL/7rvvYVnw/vfDa68xrBWj7t7pbHXqdRxMAlBIqz6MUDGpmEHIHMZGWNq4J8I2ZQl3TvsCF6yTsu9LL7GoeuUB6tjLxfwc0xMk/se/c8I7SzKHveIKePpp+Pzn4T3vef2X8a1vwRNPwAknwJVXii3t7ZVnZWTHAcIfPgtsi+v5PO3U8rSymqQexqNZLEk3U2b3MsNq4T38icVsxUsKU/PSq1Wi6zBXayE03AHYjBCmyz+L4ZSXCquLcrUfb0kQ34pFkhzl6vaf/8RMy3BGzZZhehYqmmLjd8qSk6FyTF+IoX4D3U5jaR4UXSeleMfo9rofWkSfaUYf7CUZLqd09XJu6vsgoZ2vsTM9i1hMwbJBVSCYHmC+sovA20+Cv/zlkId2vfbTJ/F/6bME04MM+ipJ6348RoLiRCfDdpjvBf6bXeYcSq1e0oEiNg/PxLZhsX8v85Z4WNT5FMd03EeN1ZbZ3SYaqGLefPAPdqG1t0I6xSDFHFDrSAWLicdsljpbyVuREpILVmAYoHsgHLBQnnkabJvhmvkobQec1Q6vU82TwEIhrfgww4LZoDkMQFwrIjYKs6tXSw5+3Q8tEs8LcKK+cqreJrqtaH0Ne9YsoiMKRto5h3g3ys6dUFcHW7ceXLfd3TLv4MEHJTjNwUh0yz5GBtJ0GuXECRAgTrWnj1S4nIvTP6Y7VUypJffbWFpPW4eKZVisVJpZ2PYYZ6Tuo5Y2fEoaU/XSblXi0WBRQDCrYBNTw7TYszA0L5VWFyUIZr0rFuVfV9BCeeEFSKcZ1opRkokxurVH2YPxdDvtw6v5299AUyyqO5uxumVb6dTC5fxw7wdZqbzGAT0Hs1gE00PM9+whcMYpr2vng9d++iT+L1wkmPVWkvaF8EQHKLYHGFYi/M+Mn7G9q4RSq5d+tZx9JfXYisrihRbzRprRBnpR9rdwZupPLGIrfiWFz2OgGmlMRaecPhRTMNvjr6PPkgBEUyxWmS/g9Spoxx0t9mDTJkhJuTXRKGlfiFTcHGNnbRSMAnY2qhSR9EbYpmYxW1wM558PHW0Ws4dky269uhzvqgnsgRJjfnoLgWXzpC3P0e3wMLz73VCa7OB3s7+Mp30/hMMyU2blysnbg2Q3w1oxX/L8mF6jmDmRXmIB2ZLZVlRmTrewXm3mLdZjvJv7qLXb8JAmjRejrJLp00E70IKvTzAbJcwBbRYJO9/OjsHs/q0o3V3g8TA8Y3GeD0OR+XcWCobiwwhndauogtmoNtaHXfdDC/u1ZozOXnrscsLHLedOs4At6O0gPNSO4tFlNXmqmI3FxAnu2AE1NbzW0Ij/25dndJvAD4kEFVY3w0qE20ouYUtsFr2UYy2vp29AbMHx4WaCsV7Y18JZ5p9YwlZ8irOTmKewD+vwzcLUvIRjXZTSjy+o4k8OSxKyYuR9QZUAAMoMSURBVAUMDEj5nGWR9odJxU1nS+mxtkApKcZEZ2TQQDHTGIoHzXsYfJg1zHxrO4Fj6sXB5+r2+uvhvvskub/lFqiqmtgeTIDZr4d/TPuI2Nl4ULZoz7UHi9of49jO+6g2s5gd8FayaBH4h7ox+obwDPdhoLGPOrqpJKjEWWpvkoonf4Tw7Ero64NolFQaMAwUXSdRtwB1907Z7VHxYtiF7ezB4i4Xs+Gk+K8N9nJuGfggq7TX2Kc6ejUsVDNF0JNmfmkvgeMaJofZlhapBk6nhbR+17uyrz35JNG1n2WkbZBOS6o2AySo1rpJB4u5KJn1YYlQOeayCXwYaWyvl24KY9a1B1V2F6V2L17dwrt8IVG9ZKwPUxSGaxfk2YOp+rAjPreadeugr8dimdmM3dPLoF5O7WnjYBYbf3KQOexmoOGt1L14r+jWtqWKZ8MGWcS6+ur8WPEQMHvN9B+zpU302qeUs780i9mqjmZm732MM9P3MY02dDuLWV2HeZFu9JEsZlu1Ogb1StR0gkq7izKlH69myqLbvHmSONu2bN4yMFDQh8muiYpUuhblY3aYIoaJsF1fwj2zxsZd3Y80U5TqRakoJ1AV5qbtpxBK9LLTt4yYEs7aAzXO/NRmAisWwAsvFMbtwIAQqdGotJy9732T1m1Ropt+S3zYsFpMmd2Lp6acJwbqGYmrzJtjcWKRYPbodtGtaw9SJZXMnFnYhxmWQpndTakyhLc0NH7cVQCzdm5M62A2GTUI2cMoCiT0iX2Y2dVLt1WO/6jl/EFxfJjPR/TAIEbCRLdThEs9KOFwdsepeBwaG8VeXXgh/L//N7F9mIRuI4lu+qwIN+qXsF+ZRb8q8ezAUL4PU/a18E7Hh/nVFEnbS49Wic+btQeubts8s7A9XopjHRLTBjW8RzdkdBsdtinat5EicwArEMr4MNfO+nPy2wl9GIu4U/koF1T+GeJxrpt2DcOtQ3iGHB82K8JNu99OSImxU1+c78OCNvM9LePb2r/8Ba69Vloim5rGJXim4sNigXJ2BCb2YYYievV7YYG3Bd+AkysQoIsqEvgpIjp+fmvbh2eXsn+h/K/dfe/1yL89KQXiGT77WRgcpCfqR+npJsQIGjLQeVvxMfDdK1n5lmI2PNbLVT8vZe9eqPH1Y5eVozbUc+llKqtXyzO1/6omjk0+geLzUb/zbsL2MPvech6LHv1FBtQ//ang+Nxz4VOfen2nv22btAMqCtx666h2QNuGE07AfuFFdtuzOcH/Cm+x/sE7tIf5hvEtBtUy0mlp+1NVUGyLpUYz5fQy4i+n8tR6Lr0UVhc3s+vWx+i8+T4q0m341TQJy8sOfQnTPnYqR7x0i7RjVFaCXxIJurvli4eHSfYOk7J1dCuNO2I3pfpprzmC+Z8+DU44gR81lXP1n5eznI1M80lgmatbEJ7rO9+RWPz00+F//gfUp+X+2YODxEKVpFQ/3uQwwZatKF6PGL23vOV16fi1nz5J/HvXUtW7Fd1OYSheuoKzCJx9Gr+Z9kUeeQQMQ/jNk+e3csmaIQbTQSrDMfwrFtC1tZ/a/o0Ua1Hs6XWcdlm9LL40N8NjjxG77uf0HEjRaVdiaH50M0Ed+6nwDKCVlcDMmVm9HjggzlJRiAar6BwOUG524zNH0DGw0NgUOoaf1VzJe88vZnZRL9+4rpTOTpge7McoHqtXV7f33iukZm2tjNRxdTvm3ra2SlXJCScI0VRI4nF5th58EF5+ObvC7PXCSSfBO94BRx4J3/wm9k03k1R82LoXxUjhs5Nsecsnubjve0SjottTT5WF6qefFh+2daucQk+XxXKrmdlFgtmXjXpOPx1+/RXBbOy39xEcbEM1xRH1Vi+h4kOnMv+xcTAbi0kLVyJBn1mMbZgEcXWrsjO0EuOqazL24Js/KqWjo7Bum5pkNmYkItWMpaWihq+e+CRn/HUUZge7CXbuRYkUiXF4PYPmmpp47cr7iHdHqYq1OJj10GWWE9BSRE49mnO6f45hSE773/8Nl3ysj8G4h8o5Rfj9oopdOyQZmRUWhltbuZyvv2cjq4YeY9/Xfo6dSNHvkdZEn51ghreb4kCSoNeUICMchv375aIDAcFtMMhIcS2pA934HcyaaLysH4Pv+1dy5NtEr7fcXcrzz0OJ3Y+3thztiKxeLUti7cFBMvj46U8FjgXtgZUg2NWCEhuRD7or9o587swdfPDFr7JqTp8kzz/4gfRDT8UeVCzB99UvcOk9q4lGZaFg5kw5x0sukUfG3Tsk4LNYYTdTbPRSs6ycW1+ol5imWTDbf9t9RKJteN1qKe8SFn56HMzu2SNK8PuhpIQRy0+qtRu/la/bgS9eyTs/LLpd98dS9uyBUKp/XDvb3Cwjdbq64Gc/g2NTBWyB+xDOmAHr1h0aZvv7ZSW6rQ3mzuW1pecS/+HPqOrdimqmSNleWiNLKLtS5v186UvykVtuEULRtQWplMArPmJxXLCZYFwI15rT67nssqwP6771PsoSDomtedmmLqE/UMu58XWopiFDrpcuFd1u3y7XF4kwUlyL2d6NJ521szvLjsH4lsQG9PbyzLZy3nvFcubGNjKvROxRId1++9vStfCOd0h+Pi5m23aipFLi4H/4w6zOHn5YWkwVRZzgRK0lB8Fs4Gtf4Pa9q3nsMXmO3vY2WSi75JL8W93WalG6v5lKVRLV6tPqZdyKswJ2949aCDz4J+alt+JVUpiqlwE7wmJlO+FSjwQm/f3Q2UkqYWIZFnZRhEBZkBHLj9nejTedjbt25ej2YHFXLmbdxbinn4ZttzzJFV2fpdLr6LV3GO9gD8GgjTJjBtxww+Qx+/vfw89/Lsr41a/ESbry5JPY115L8tWt2MkUis+Lr2EJL6z+Al/+8+qMjTrqKBlRM9qH9fVI3DUzKMSE2pCNu169/jGGfy3JlGsPOksWUhscZP7gy3KxVVVj4y4A02Qo7Sd9oDvjwwrp9rs3lNLaCrX+fqzSrG6feQYeeAA+8AF5JL7wBTnM00+D9kxhzHq2b8YwYcsFP+TIX35azuPPf4brrpMP33bbhATqZDGbPGY1F18sei0tlWcqF7PJJOxvsZgblUWLIU85ZW+t5+tfF73S28uDt7Rg3P0nFpiyEJu0vewvWsKs42qY//ydEsNUVYkvSCTEl/X2ZnxY+kB+3PWSfgy3zrqSn91RzK9/0ssdfy0lkYQSq58eu5wNSj2XXKry/e8D69eDqmKd18hZZ0F7O1x92iO844XvoW54DVIp7IqKfHsw0o1imtJS6rbtFpL77hPSOhQSX1daOmndPnPsF/juP1ZTWiqX/ba3STjS1yewqqyUEK75VYtFyWYqlF68teWse6mesjIyPmyw6T7Cw7IQa9ga7co0Ss8+ieUtfxs/V3AwO2L583WraOwszWL2V9f0cvtfSlFUmOaf2Id973viIr/3PXhH8EkhmLq6ZPBuaansDJtMQkVFNu762c/gD38Qv+YMN5+KjKfbWyNf4JXwatnhWinsw0ZGYKDPYpXeTLXeS0daFmCuvTbrw/rW30fxSNaHdUXmUeGPMj/6mlyTo9vBrgTp3fuJWAN4K0sY8ZZMaGf5zW94qXcWZ977KebGNjK3uFda5MwUl/p/werwK/CFL2Ct/TiXXw5//zucfbbkZOo3vg63346taWMxW1w8vq21bany3bpVqtS+9rUp6zXwtS/QtGc1jz8u9uCtb5Uwb7QP6+myCO1qpsbTy7n/Vc4tz9ej6/D3a5rZs+4xYut/Ryjaie4QrS2e+dRdfPb4ucJE1/VvIP92u+/9/0ZWrxZgXXstvhe2MuwrwvaE6dRn8IfIBZz+mzUcf6KwoCsa4JSgBBbTjxMSPbdd/sDVTXxcWUfNd9YK037mbqwHH6b66Xt49oJVHL9OGCg3nmlvf/2nf8st8vO00wrMp/rMZ+DVVzE0L4/XnMf08jC7OJtpC/v57ZZv843BL/JSV12GL1i0ROXt72jg/vtlnMJvf+sSwA3Mu6GBK7o+h7KhmY+9s5c/Pikrqjd/VYWOlVnL2tMjXquhQaIYwPf5z+PdvJlEQracN2tnEKn0M/+yC0VPwKxBWNoCCxc3cM45EmuNHvOgqlBdLXZ3/nznNef+KddeS2jrVkKpHilbDodkB7jXSUgBrPzMaqxPn8iOu5sZ2NdLqK6cYz5Qj6qr/O3qbCX6okVw8odncIOng2s/sZWtw9Ppeb4NVVXoCs9nYH4dJSXgDyK9iw0N0NBA8Mgj6frotVR2byXs6yGa9NJWexzVl50qCUiuXquq5L8jjqD31T4q2rcS8RXR3RPmgD2DgfdfwMnr1nDyb1R6LTh7DSzphNaHYNX74Z3vLDw+Q1UlaC4tFR+cq9vMvd2zh0wPanu76Nkw5G9NTfLvhgaJZJ94Qoy3K/X1koWdfLIESyCfeeYZlB9eg7+hIZtRvPoqZT+4jXfYTTxYI/ioqpJzWr1aZnq6Ccj116u0tzfwjk/IeSeboLRcdDvvhgasH32O27/UzNN/6mXOUeV85ddy33hyHMwuXSpB9J49hM1h+rwVDKlhhqwQsUAZK677OOoFMhF7RQOsGpYYcOk7hZTM1W1jo/jcL39ZFtndcTpnNK6GM0ZhNhkTzJ577ut3cpbFym+8B+uj5+Vj9p+3o978CxLPt3HEnE+ys/QIysvh5JYmbih/kWvVL7J1qCijjtlzVWJKA0d9TIoD5NoagAZuvOtIztp2LUf4tzIy0EPc8KKuaiB4ylL4299ECQcOSMAXCsnOgUVFEIkQGhkhXVRE/0iYRMUMbvdcwGOz1/CXT6kQEr1+d60Qke2G2LhVq7J6VVV5tP/+9+yzd/zxE9gDrxeWLc2yQrny4ov81/ZvEjPi9EbmEr7x+xKgTiDj2YOhqIpyr5zTWWdlz/ess+Cmm7KxrT+osjndQHElzD4OVNfrO5j989s/x3WXN1Ol9dJllpNaXM8frh8Hs6tWSZCt61BTQ2jHDtIR0W2yaga/D13AAzVruPUTKswV3f7wc/kJfCE729AAc+dKXpZOM9YWuARuOCzMyqFitrRUCJfPfAaefpqV+/Zh7fwTm+/dxo1XSnXht+6uZ9ELd8Cru1iwYA1btsihR9uCu+6CLVtU3vnOBn77W1HJHb+RU3R92M89n6PtgWbefVIvR5xazr0P1TP3qSai/g1EWrfIh1pbRbennCIf3rSJUCyGPa2I7q4wB5QZxD9yAcf9Yo3YEkeOPAmW/h6i0QY++h2BfCHdVlbKZS9YcBDMLlokNjR3nXLv3ixB9bGPTYqQgol92B++kX2O5swRE517q3t6IJVS2VPcgFknsXhdgIwPa2qCdSPQ+PM1/O4nzfiivay5rBzzpZe59+FdnFyxibqhrXIthkHSU8Sfq8/nqON0FqY3E9q6FXtaEYlEmI3DM/hz5QV8fccaNM/YuGvG8fDxj4+PWVeiURiO7+K5irM4e84m0etwK2DB8mMEOLt2TR63H/ygsDHNzUIE/uhH2RNYvRrlxBPxj3qouu9XUf6S1W1paWEf9oc/qLzwQgMNZ0kylb22BmZe28AH93yOab3NzPD3sj9WzpXnbWPeQ7+AmnfJAzpO3MW11xLcuJUuXxFJK0ynZwYPzriAL23K4nZFA5yIzMqf+1bhO+rrxVddf718zfHHy99cbmNkBCLjYLajZA5DcR2/sxkCvb3wi1/I7xdeOGlCCibG7KZNWb3Onj0Ws6kUVFarFB3RQE+/PNbX/0Q6XaFBPmjCNW1rOCnSzIxAL49vLOeoC+o5teoO2POIxDgDA1l7MG2a2APHh42UF9HfH2aoeAaBiy/gisfXYCsqv3oZ7mqH838sscGePWL7ZzuxwrJl0KiqsG4dKuD3N3Iqj/DWJ/8bdbBDgtz3vQ9l06Z8e+De24Nh9uyzxQdv3y66v/zySev2OF1l08fhnnuycxa/8AWxC65uk0kwLLEHxkzGxLTzbmjgqXM+xw8/3cwiz06O3fFryrxR5q77Jmw6c8JcAQdP0dIi+gfDjJTOwHvRBSy5IovZ9FvAPgDHHQ9vf/vEPmzRIjlMOo3ciPJyMcAjI0KS+3xiX+NxqT6bPl0uHqRK7te/hjVrJo3Z8XR75HvrufwMlSLkEejqknMabQv27YP161VqahooK4PWF8Q1rj5ZcDvvhgYeWvI5nvhpMycs6uW0c8s55l2LUN//XuiaI9e2bx/09OC1vDRHjqNlwamcV/1w1s7Gw2yMzuCBaRfwlS05Pqy5mSPXreOS6iLuDTXyofP3M/v3P6C++xHU6BBc+m34+MdRkWevtFSKilUVYf3OOGOsDzsYZhVFqqUvuki6KdxAc5J6de2B/+sT24OeHrAsla7iBiqPgVUXAC9CWQWoqxqYt7EZ658WOw7MotNfyxOJo3ln+k/MXxWBD9wwPmb/TQmpqch/SKl/hTiW4Zlrmnnwt70sXV3Oq1Y9GzernDqqbs22BfzLluUHQXOebOJ01lFz+doM0cL3v4+68SwiB9qov+fbcFoRfPSj1NTIyx0dSGJuWVM2fCA7lb74ojjcNYHfQVMye+xXX4VHHyWFhwGKOfIIi5f/KIe7Zl0jHyuFMxOPcvrlazjhBHjmGdkIwecTY1NcPJa4MG2V7uoG5n0SYp1Aq8M7jLaso73ECy+gfO97JK68AY+VIBwC9bJLs+dKdn6orksyOp7EZWMH/P6cP44+/gsvCDEyyYB9MqLqKos+3DDm77kEcyDgnM45NZx4vEVz/Xn0porw+uAbK+7LVH+OWXhZvZobTz0RdaM4mme2lTPjnfUc8RlVVhHc6yorg+9/XwYEnn8+s25ZnXntrjvLuXtHPZd+SEXV81SbqYg56qiJN4kIygYsjIyQWc3J0+1vfysgOeccyQDjcSEe7rlHsu7i4uyXgDj4008XxjR3ZdkVy4K1a/NPFqChgW1PqihPZ0c0uh1gkJ+ArF8vCcgJJ8h13n67/DvzXl3FXNHAjldh+Yk5BMBEmF20CC6/nKju5YHi8/EGNZa0PUL7GRew8oL8c/V6RbdLlhTW7erVTkCE3L7MpY4+/m9/Czt3yjLP6xXHlqiQj9kPrYQD+9Huf4gvbruQL698kLe3/xXWrWP1pWs58by6PHXce69wi0uXjr22l0OreX75ifzhm8387Ve9PL21nPd8pZ6z3+Poz60mqKmRD+/dK0tX550Hzc08+PNeHnypnJM/W89j651gM2dGr2Vlg4wjj8yvnF6/XlYYXfH7swutYk5Xs+aeUfd2+nT40IcEr6mU3Li//x2uuYYij0lz+Aja3nYll1SEJqXiQvbAPadgMGv6HN6VH/5Q+OWNG+GTn5S48aabcgas54jXr9Je3cBgUMiX6e4jVQizK1YIqNraZCvX4mIevqmXB14oZ/V/1fPonSqksjwwjE3gxxN3T5NkssDxt2+XirKSkoItIlOS2lr4wQ/oPeX9hJ95Ed9HPkz0K/eyZZpGZSUsfL6Jjv9Zx46T1hJ2EmP3Gc+9ln/8Q/69ZEk2gbas/EOZtui25qOw6K1Q+jI8WnUuH4/dKcMeL71UEs9ce+Asuyu9vfz8p+U83l/PDz6tZm2JI17pmKSoSIpBi4sLX67rw1x/ARS+t4GAVEnt2JFNnL75TbkhRx0lPaxTkPF8WK4vdX8ffTqbN0shgfsc5n4ma8ZVnn2ugR07gAZYfXEDe5rgUcNizapmCeivu46O12K8VP4Opn/mVBauzurW8pdz2del7eLro2IPN+4qZIsKyfLl8KSiMmPfM8Q/fT6BS+eI/fF4hPj/3e/ETk1aeSp89avCiDU3i//78IfzXx91Yq7PciGUeY5Gvf2JJ+TaVq0ae22BgLy5rbKBWIlwJCU775AX3/9+KWMaL+468USiTzRz7eel7W53uJ7yysK4LSqChQuzx9+xQ6pj/H75So9H3jM8LLl8JEJBzN551QgnP3QF03Y8C/YlMsQ4FhM26BDsxHiYzX123Gd9PJd+/vnCK+X6F3BGLqkq6WUNFNVDezcYFmJPk0lZTSopEdJ9+3aJfXJ8WPNfe7n13nJq31HPld9RCZyVLbR2w5r775fzO+88If66upxZsl90AoF163j//j0s6XsKvbwDMGS+x/nnjy3/m+ymJ6oqduzii6VS/ayzCib64+n2ppskhA4GJR53Y5Zc3V5+ubzu2oPRM6pdH7YqvpNq3wA7io7k6FL/wXMF57UX/tDLrx8oZ9776rl8lDGIx+W4CxdOnCtA1k4lEog+L700c//o7RWi+Ze/FDDce68QV5Ylxvvxx2HUzOXJymjd5sYrxcWCAdce5NqCxx+Xf9fUyPVt3Spxba64Psx7JixyTdARR8Bzzwluli2D3l66ouV860f1lFWonPf7izN2tjdezmU/rKe4dJQtcG70WZ9fR3lpB2f++Ul8PTshOiyl3xdemHmru76XN+XnYPd2PFm0SDD6l7+Ivbj55mxAdxC9uuL1Zn8fz4f19sKNN8ppdXfLeyorkSBt3TrUlStYFN7FwMqFfO21S/ENlrNi3Tp5mO+559Cexf8D8h9S6l8lqkrPjAZeLoWaOtAOyJ/HGARTfo5+ZlafaMHqUQn2smVwxBGo0SiheL/0RoXD1C5/NwDtz++HbQ7opyi2nd2t9F3vgtrSpLRQgJTDfOc7dKVL8Ji9FHtGqDq7DpDTe+opuOyuRs45B27+hnzk1FNlN84bbpCAv1D3Su61j0lYJsp0VBW+8Q16f3AP1Ym9qH09YoRyxC1OONhGBm7xTV5AP/r4L7+c2eXtjZbcxCP3nNRHH6aheA90dZFMeDl/77dpmvNtwCGlRpGRuldlR1EDlg/2FMGqGveLcq5r2zYhpHw+2V4557XB58DemU14csXF8MGqkN3E1bIkoM5stOkep6EhY8Az8qEPScBWU5Nt2TrlFKmKWrp04tkRExCxm49q5O+75ZxGRvJJqVzJxaTrjHJJKZAWCSgwW3U8zDY2wgsvELzlDs6Mr6M9OJf7ay8geHzjmLfmVJ0XlO9/X57VkhLRa1NTjonIPX5Tk+iqrq7wFx0OURS4/Xbix53GtI0buPnFIxgomwv/cwE0NmaK91y5/375OTqYt23nb4qKuqqBA8/ArgOQdN/X2CiZy7e/LceMRCSgcS+8oYG982DXdnibRwJaw8g/jvu7ro+FkKqKDevtlaBCKmGy0Fy7lrHM5WuvZcHU2ipM0a23QkcHeuUSbqr+Pgtbp1amP1pc3OXiLJd37esTTsznk7aI++4rHHu5AX4sJj/zNrwthNmTTpL2omeegcsvp3UR7NoKx6Szz00uVzxZGWPjc48fi8mFzppVeNecqcq8eTz9ydtZfvVHmf7Ik5S0fARKf8fHPbfT+T/rWMdapq9uJLxX3j76GYesnfP5skRAwUSUrN5LS2HJ8PNYySQsqJUBY4UA5+h87x1gDxS+b4oifzfN8e0VZO/rmHsyGrO2LbodHpYVrJtvlhaikREpXThMQXEuwZSLtdzTMYx8teQmAblmvK5OCI2WFlkokEdeJVOd0tKC8codHNH/KJHIqXkHUeNgO8dwxwq44t63yUKtpAS2HN0IL8DcW9YReMfxcrNNUwipQoshB5PaWviv/xKG+ZZbZNFrgu2TXeyFw+KDcguHc8XFbaFry703g4PgNeMEt78GHsbEAGPEee3lnO6tQjGAe9zcWPe55+TnqlXZz5SVCRT7+uSxzz0GAOvXU9ppYiheAkNdwsI8+aTcyHnzxEAfwuJrIcnVS25iXEgdLlbz7Bj5mHLfk3luP/EJYWGfe05a5crK4IIL8nxY9z7Y9TBMc3AaCMizffbZUskPWTLijDNkAeLZZ8UH2DYojY3YLS2857vXAzZqpAS+860s2TzZ1YNCsnjxpBP90fKb30je7fplN2bJPZ2ysnx9ZnDltCXqy50OiA4B0q6KY1Fuz4l5D4LZnh2w62mYXWCYjRvjTsanufYskSAfe+7xTz1VgohvflNI840b3dJQma0yVRsxjrjnrOvZeGU0HiHfP43BpCOuXcm1wRx3nGD1+eczM7B8HWJPh4bAVlQU55qjW+XveZ93pbGRf17dx0d2/jeeXgvCQSGkPvGJvLcVJKXg0DH7iU8II7d7N/zxj0K2T0Fy/dZ4PmzTJvFhpjmKlHKDtGeflT8eeyy8Bn+raOTz55Hd0v5Qn8V/c/n/B/X2v1RygwPXyE6WlGLNmrEGTNNkO7yGBlnZ7OiAr36Vmq2PQUcHQ3t6iH30wkMyfE8/LSy6zydV/DQ2yoP1q1/JSuDAAHp8kKCewrf6GFnhc+SEE6TY5YQT8r+zsVEWs2x77HWPvnY3KChEghSUpiaieglxNQSmkce6Q5aU6unJ71YYLW5gl1cpNVpaW+Xnm0BKFaqUymTHp50G06ZhegO8t+1GzjogLOL8Z5zXc5IKF09tbfKzYJX7Y4/Jz+OPH5WpZo9d6H7kJvgTSSCQTTwKJX1AFmctLZLob98uwfr73ickxN13S1nrsmUHHWY6kbgO23XgkyGlXFJtZERio6Ym+bcbGLpkQVOTvD6hfO1roCgEzSEsW+HBmsZJB/SuNDVJTFhTI2MK1q6V2+6eV95FuDf+jSSlAHw+DvzgN5hoBM1hqoZ3y3byOeLqrtC1NTVlW4ZBnsOCQX8kIvc/FBKsjrJx7n1T1aytzSUQJkrUGhvFnLm5eiiUT0iNMaeqKhflGo+rr84QUlgW6nvfg6l62L17YttzMBmNM8h3CzNmyM/WVsFzTY0kfaNltG+Z0NaBLAeCBFWmmfl87upsbqXUZCUvoB8te/bIz0NcSS4k776inm2X3kQ7tUzb9BDrXljGwmccQuryRhobs/agkH3KtXPj+W/337mk1MqBx0kbSM3/QWyWW3k1Xn7nPgujybBcmVRS5c4EcE/4uuvE/rtb9rqKOAwyHimVK5PFpGu+9u0b52CnnIJhwOLh5ynR829irn09GJk4GVmxAh6saaR58YfFOLz2mrRkHQoh5co73ykJoGGIHSlk+B1xfdbBfNhEtk5Vs/fEtmFB9BVU2xCf6xqUCWS0vqZKSh17bPZvZWXys69vnIOpKkdvuwND8Uho86tfyd/r6pwhlYcvvSlUKTWeuPobrf9cvRck4NesEXvQ25tfMuSI6yvcyxodgxlG9vdIREby+XzSxPDww8A//oH12BOALTtizp075erHCeXCC8UZuYn+JCTXjz700PgxSy6hkbdw5LQlVvytCY+ZYM7QqwBMM/ePiXknEhe3oytdIUvqj1mYLiB5lVLjyUUXSY9cR4fYCNM8rIQU5C9EjEc2weRIKfffec+y+6Bu3Jhx/G5ukk7nf4f7e0FSCvCqJgoWlj8g5VoOIZUbU48mpSYVU08kkUiW+PrVryYwMuOcc861jOfDcu1cHim1Zo0wyVu3AqAdLx026TQYH208bET6v6v8h5T6F0puUOsCeLzgaNKLw8cdJz8XLpSApr2d4Mc+QFHHDqippfPtk9/ZwRXLyiaGH/xgNligsVF6F156CTZupEwZwjer1mGtsrJmjSycFHrW3v9+iXcOZjBdY1+I7R8jTU3Y69Zxf81aLm14DKumVgLsb34z8xb3GgwjP5kaLZMipdyI+F9BSuV69Ztvhq9+FdW2MBWdj+z/Pl/Y9knmPD42e3bx5OqzunrUgWxbVhJAkqdRMhEpNdlKKUXJb+EbVxobZb5CcbEEnM88I6uJJ588vqeborj4cxP8qZBSLkbcYMrFUySSvT0HjY0eeghLl91fiox+Tu9oKqg/N3ganZs0Ncntj0TkeTr++CyfNybIa2+XL/D5HC/5xkrxS4/S4Z+DiYY/PSzbSB84kHndiSt59VX5t6t7V3e5VWE+X4GgP5WSyeO2LUB2l1tzJDe5L2Rr3d/Hw2xjoyymdXRI29a4hJT75rVrhUjp6JA2yc5OOfjXv07p58/H65VnL0cNU5ZCpFSuuDmk20EIhR+XKZNSy5fLszg8DM3NGWy7xE0gcGj54HjJHCCJDhxWUgrgzP8+kec/dC2mpVASb8foHsgQUjAxKZVr5w7mv10dl0dSLB16Vj5bwK6OllwytZAUIlhHy6SSKhez+/cLZl98UX4qiiRQhzFhmgwpNTreGe99bgVN7iaruWLPnkObZxaabVC6+em81zQtm9weLlIqku7F+/I/5eHWdTHGr0d3iiJtskVFUhI2atOEXBntw8aLlSYipSAfJ0uGnhPsHXvspBZ9DoWUGh6WqgKYIinV2MgjM9dSnWjB09chf0smpUTo9RCBOeImxrk6cavVx0uMCxJO5Ou9IAHgXmgsJuUmo3yYi0n3NoyOwVx/oChit2pzQvFXv34Xxre+i72/lREtQmtgAaptFlixeh1SXCy94iCJ/kHaEAot7IwXs+T6rTxMOR8o/9M6/l/LVWi2gc+McUznn6eEAde+FqpAn0ql1KTzlG99S6oeKyoktj2M9hXySanx8AhTI6XyYofaWjG+liW+AsGj+2wPDh7k864kEpzS2oSCjVE7U2I458a7ceFtt2W/r6RkCjH1weSssyRPjsWkh3QKkuuPxouXxiWlQPpVARYsIDCjPPOZSRdd/B+W/5BS/0LJJZzGq4CYcnB0zDHilfbskdXOSAQsixqlE2pqDmnY+cMPS9BXVCRFURkZGpIgVlHESCWTshx/5JGT/m7XUE22UmrCFQjIWqw1a3mwppG24HzSn75EzusXv8iwax5PNrjo6Rn/6wrOlMqVaDRL409iJfFQxQ2Octv3/H7AsnhqwVrWW45T+/jH2XXW5/BZccpSHRzT9wBtp491zqODxTHcxI4dQl64rXuj5HBUSkGW2HGdaEFpapITnj9fItU//engXzxFmewqcyFSCoSwcIMpx0fz5JMHIS9caWqCq65iqHoeu8Ir2R9YxBkd61j8fFP2dSf6dXU6OniyLHn0a2ryZ9y4QV7eCqBLos6Y8bqqyyYlTU2U3reOe2d8louOfIHe8oUynO6EEzKZiHuOL7wAx25rYs7j6/MC1ve/X77K45HTHRNkXX65kBYLF8qSe4Go1r1+VS1cXTIZ8v8HP5BRUTU1BRey86WxURYFOjpkNoDPJzNDGhvRtGy7ssu1HIq4RMl4RSyjK6WgcGA4+poPSkqparbs9amnMhByk6JDqZKCiYPnN4qUApju66ZbqQZFoSa5l8bd3868NhEp5ep0KpVSs7pexGfF6fdUuVOQJ5SD+X/3uIfUvjdaGhtlBdddwU8k4EtfOuwJ06FUSo33vtxKqUJVh/GEwsvFbwMg/OI/8l5zZ0rCWFJq9H2bjKyc1s1/7fw8Nfuew9Z1ub+a9voT//Ly7GDmO+7IrLCPFvcaJktKjXdtGQLGtlk69E80lYIxQCE5FFLqxRfl3s2alb84dlBSCri/spG/TPsEnh4Hs+m0lLUeJsy6ifHvfpd1laWlEyfGByOlCo6jaGqSuWFvexusXCnAHuXDXHy7Oh4dg7ljA8Lh7Ll++EM2a2I38vYdNzK4rQPSButnf5srjnsEZdxS6tch73yn4H4Sif54Iz4LxSy5OBrjoxsbGXz/Wk7t+i3zoq8RSffywvKpkZLufXy9lVITVvvmihvMz5olRv5w3gPeBFIKsjbhn/8EspMTIIvFCT8PcMUVVMb3sS+wmP2/ezYvdnNxcOut2WaUP/95kjH1ZERVZeg5yCy0jRsn/dFcfzTeuviEpJSjM447Li///w8p9R9S6l8quavzhy04creYBtm1xZkOWGu3QUeHDDuf4jm6VdEf+cioBOiOO2RVyu+XFwxDZrssXDjp7x/vuuEQSSnH05n/L8diaaropbw8W/2D/PP0jia4bf24XzfuTClXXGtZXn5og1QmKW5w9Mgj2b8FAtCkruEbOxrzgqPd536NXm8thurFb44wsvToMd83Gk8zH1mf7xjd1r3jjpP5MaOWBA9HpRRMnPQBk6/vfp3iOuypVErlluFHo9lgatMmiY///vdJElLr1sFb3oLXTFKW6kCzDR6oXsOCp9fJymNO9DveTKk1a7LnUqhNNq9Kcf9++flGt+4515Y4VwjijsAc/nDB3yQQa2uTOWAOzhob4UvVTZzVvY4HHlTzAg/33rjXlxdk3XabDKWoqZHETdMKLrfmklKFqksOVikFcpjKSgm8ChRjjZWrrxayfv58WRHNAcK8efKz0ODxycrBKqWmTZNAMR4nY/cnQ0qNRwBkJHfy+1NPoal25nxO72jiHe3rJ3P6Y2TcgN4wspidYKbOIUlTE5G713Gd76vcVvkl+rw1JH54Q2bHucNVKeW+Pm2H+J+NpW+ZFCGci9tCMlFrhisFB52PJ5ddlmV+58w5vO09jhzO9j2XVx8ZKUxeDA7CKyWnoCqgv/JifrbE+JVm45KBuT0ludLZSc2n3s2RAw8TSffR/vErZKL44fJXb32rEBaWJVXCBTLM0Qsr45FS7rWNZ+tcXVcn91GS7kLxeSY932Q0TidDShVq3YODk1LuLP57Z3wOa85c8WclJYeVRHVdyfr12cKff/5z4sR4vGdyXAIgN8b57/+WFwYGZH5mAR82ulKq7E/roalprD9Ip9HP/SAf6voJZakOhqMqm95/BQ/WrpF7PG4p9esQN9FXFInXXntt3LcWmkDiyuiYJRdHhXzYyPvOI2QOoWAz7Clj46qpYWAypNRUKqUmzFPehJg21+a/XlKq4Eyp9euzTMvzz2cY06IiiQH0O9Zn3up+3xhb39QEd97JgL+GP874DIapjMFkboX6hg2Sch6mIkiRJUuy84avv378Ya2jpNCg89GSG6sveW49p3c0CSllmtlKqWOPhaYmzupZD/yHlIL/kFL/UpnKTKkpzXY97jh5iu+5RwaprlxJTa0CHe103PfclM7xz3+WzpPy8mzFAiBVND/7mRznU5+SgZw1NeJM77hj0t8/UfvBIZFSjqfLXTVV/b7sAQ4c4J7/2U5TkxjPMzrWMTySfQxGl2S7xxs3UXOrTt7gBN+11X/8YzbB/MtfCgdHdY830e+pJqqXoGKx/PvnMZqNzHXyHg8Ew2rWMdp2lpRKJgsuCR6uSqkJ2/emUt/9OuVQKqVy3+8mrR/7mDzDti2YPajzdJcLb76Z3WdeTGmqk9mxTWwsPpGRaQuk3Crn+serqEwkpIsWsiN/xhU3wX+j202da7POy1FCeblUSi1fLtnGRRfBnXfCbbdxdu86fuNdy+/9jXmVSKOfwbyZUnv2SCIye3b+Zgajlltfz0wpOMQ48p57ZOm/AIt1OEmp8SqldJ3MzqvuSKbDVin1xBNSYtrVRXH3TgAamsWeenyHFlbkte/lJv/79skNDIWEFXzdAyUcaWqi4+p13JRcy+Ozzmf1n76EPmcm0bSP+Hd/ADfemP98jzruZGZK5dmLdJoSp4XsxeBbJnWKB6uUmspMqUmRUo8+KoH60qV5rRSHUw5npZTHI+QrFJ4rNTwM3f6Z9BTPE2U+8UTe6+Ppb9y4S1XHPvhtbfDud6M0NxOyYzTN+gaP139OXjuc/urzn5cLeuEF2cFrlMx/Rgjhg1VKHcw/uzhZOvRPVBWUI46YBFMtMtVKKduWnBamTkq5uD69owm1OCK2YVKrBVMT9xa2tQnH4tr/8Xz7VAadJ5PklwwtXizPn2GIvcvxYaMJavc+JdOCSd/v5bojESSgete74NFHCQQ1Xpn2Ln5R/BWu2H5+3mdpbOSpBWt56okCbMyhyqJFUnEJkuhPMAdtsjJu+54j5T+/Et1OYSo6STXI8TumhoGJNpCZiv2csNoX3rSYNrfl8A2ZKaWqskLe1yc5n1O9+fY2iQHiSXXM58fEHj09UFTEULCW50vfkYXJqNhtyRLhON3Fn8NcuCuzpYqKJBibZBfGeIPOcyV3oWooqnJGxzpm/qNJtpaNRuWYL7wA69bh8Yq+/kNK/YeU+pdKbiJ02Nr3QAijjg6pDvroRwGoKUlATS0dj2+btOGLx7MjDBobRz18n/mMeOnjj5f+6Jdekgzo3e+eknEdL5i37cK77x2UlHIkd8XDOq9RttZNJqG9neUP/JC2q9az/IV1PFCzluaVYuUKlWQfdKaUm+C/ga17rjQ2yoYsbnfFH/5QIDhqamLmQ+t4oHYta47eTJ+nmtC+rTJpPof50fVsVUNlJSjn5zjGa64RDPX0yPymAhHY4aqUmrB9byr13a9TRg86Hy/JG/085g47B6lYtyxxou7s4AklZ7mw850XsCFyEmWpDq7c+F4inTukNa3ALLDRz8uLL8o5u63+E8qbVSnlXFtuMBIIIA/TSy9ll8AuvhiuuYYn5q7lTm8jhpGfW4xeacsjLxIJsTtnnjmWnclZbs29b1OtlDqkOPIgLNabUSkF0m4I2e63ycyUOmj+OWrye+3upzi9o4kTt4s93XTkoUWNeTY+N/nPbd27/fbDNFACnn7S4lZrLY9Mb6SmBuYv1pn+2Q8Q8luMJHU6fvJ7inQxcMtfHuscpjxT6uWX8aZHGNLL2WAvn9Si7GTb90YfN5fTGz0TZVxOz8Xspz4lCccbVJV6KDOlJiJKXXtXiJRyC6N2zTpFfvlHfgvfZGeBZWT0g9/aKhs3bN8O06ax+WNX8ccZn2HDhgKfeb3+qqhIiPeODlkQfOWV7GtNTSx9bh22ombsgWkWTrIn276XN09qkjK6+O9gpNSOHVJcHwjITK5cmQwpdXpHE2d2rEO54I2tpG5sFDcTDgvpM1FiPJlB53kEwOiSIXcnsD/9SeJ3x4eNN+h8+3GCr/L71nF6RxNVao/4w+efFx9/2220XXoNv0w2snNn/mebmuAbOxrZ/ZY1U9DGJOTCC0VRe/fCvfe+7q8bvYiaJ01NFN3bRJ+3ht/UXc79tRdwZPPUMDDRoPOpkFLue8bNU96kmHay7Xu5tmBKlVJuMjI0JPbon/+EpiZOcGKAHTk7R7vfd+yW9fn3JBSCmhp2Vx3HcX1/I3LP+vzvd3B/3XWC/fLyN4RzljzZ3Zjr1lvFIB1EpkpKPVDVyAO1awn/YR386Efygscjlf5r1/LiUtHXf0gpOAx7K/9HDlUmUyl1KLMNqKiABQvkoXc8em1iD1RV0a4cD9bTB/kCkbvvFhJ82jRpFc/Itm3So1RbK9u/JpPZftwvflGqbCZpXEevmrlBTW6lk6ZNwtiPktzDqypi5EZG4BvfYGHnH/hU8Fn+R/sSf6KRT/Xm55CWld2WdnT7XlNTdpdZ4M2rOnHkggvEpqXTBTYZcy6i48y1PPicvHDv9M/wmbavwcsvCzH15z+DprFqYxOzOsSBZOY4NDaK4r/9bel7KC4ed6bI4aqUmrB9b6JdKA7zcsmh7L4H+aSUm+zV1MiC5/veJ5ia7On6/fCXaZ9kxdBTlKc6MOyyMR8cb9D5M8/IzxNPnERX0Js4mB/yE8pMYKeqQjCsWAG7dpHesYe/soyaGimiOvts0d3cp5qYMc0C1mS+xw2O/F37YMNzcsEH2dI3d9D5VCulJoojc787I+OxWJABxLz3yb87OgQ7hzKHyX1mJiKlZswQwtJ972EZdA5yPRs2wC23cNQfryDCQv5aI22abz0cM6Vy9eUO4OrpOYwDJWDHiWtgNtQ8LLuPRiLApz5FIJlE+fqVJIY6mXP7d3hH+2KO7b8Nrsk/7lQqpXQdePxxdB02lKzGRmFgQALtieRgg87HSyRcTs+ysrYtEMiHZp5MArOHy+YeSqXURPtZuHtfFCKl3AG5Bxa+DXbcIkROf39m6N54pN6EcZerh5/9TPxjKiVG6777CHWXwaclHMqNZw6bv/rOd4QAe+AB+PSnpbLt7rth3TpeaVjLg/2NfCrHHiSTY9uOxq0CW78eVJVAoBGfGWPOyAZUD5kWk/zAp7C4izGuTTwYKeW27q1aNfa9B50p1SRVGY/OXkvD+W8sZpuaJKyuqckmxuN99WQGnU+4qcPJJ8PPfy79go8/DqeeCozfvhePAx9vZOcLcHbTL5h925fBk5SVjzvvhPnzufgoCdvdhH7ZsoPsIPt6pahIyO1rrpGDvO1tBzd2E8i4lVJNTXDrrdihMH1DZbxU+nZ2h+s5pg7qpoCBidr3pjLo/KCVUm9STFuIlDqslVIg59vcLETO174GCxey5diP82BXIzOHxn5e86jZ5/KjH5X5FgCayhn712Hao50S/OQnYiNqa8XUPfDAYX+0Rc4+W3bs3LFDdgz6ylcmfPtUSClXXlraiPq2qORXhiGO6wtfgMZGAs6Iqf+QUv+plPqXSqFKqcOxCwxr18KHPyy/NzdDOEyNtw9SSTqKFkxqy8mhIfjtb+X3Cy7IecBsW8pB3K095s2ToKirS940fXqBITbjS66zyQ3oc1f4Cg6GPIjkte+5KL/oIsnSbJvSdBfGBz5MR4f4zeuvF86msTF/kT63UqrgcMs3q+rEETc4mjmzwKqBkz33vDNrre+b8Rm6PnGFRDKvvAI33AC33cYRrwoh9WBNI1VVOd+haRLJ27ZEYONY/sNVKTWp3ffeBJnq7nsuBlwy4Y9/FGycfrqorapq6lXZPh+UpLtIqQEULEJtO7LbXjpSqMzcsuDZZ+X30fOkxsjwcHYw/5tESuVu4Zy32uiAOa4XoaRT3ND2fpaXHqCnRzZUuHJBE6G71vHSK6Js11a4tmDRxrvll+OPz5YEjSOTnSlViJSayuyLzMEOshpaVJQdenmow84PNugcxhZwHpaZUq5885ugquipGLqV5sGaxoOez0QyxsY3Nsrcsb/+VUpDN2w4rBnUmjXZWePz5+e88LnP4f/6ZZQkOim962Y+vufrPFt+9pjjTqZSKkNu2IYMhQd2zzwZmNSC7CFXSrlQ+9Wvsp3bDndRWIVvYlXq4a6Ucl1voR34Mjvr1tZKW5Ft57XwTXmmFJAp5dyxQxxFMCiLPWVlzJ8v5zo8PP6OgK9bfvUrAe727ULq/+pXeavtuQT3RNURY/yzE/gcvbWJhcMvodkGg+EZUjU3herEXJ1NlpQqVIzlklKDg4U7wFIJiwdq1vLcwjcWs1Nt3Z7MoPMJZ8HpunQcgDy0jozXvufGYJuO+BiVyVZ0K+mscP0lz7D96EdwxBFiDw7rwOjx5MwzpfcqHheS7XXIuKSUZUnQU1rGgKeK3SEpt2t929QwMB4plU5n79tkKqVcO/WvJhdyh7O/ITOlXPnOd+SFRAI6OkTv5I/uc4+77dicgPjb3xYHODzMws6neKBmLZ3vyAdiU5PAxi2EP5SYetKiqtJNA8J8uduBjiO5upjswkpdZECqFw1DQFyWXXSeKJ/6/5v8h5T6F0qhQeeHpX0PsjsjODRzjbcPkimi0QmGSufIb38rhm3uXFnkyMjzzwu5oesyd+L97xe2d9s22dP9Ax+QOTiTlNzgs9BuWJA/U2qyD23u5zOrlU1NMn/G54NUiq/0fBFFkevcu1c2PznnHIk1Fy0Slt7dsv2eewo4cdvOvuFNSPAPGhw52fPogH7gk1+WeRSJBHz3u/DjH7Px6LWZJDJTKfXkk/C978l1zZ6dZeIKiEsmTURKHbbd994EmcxMKdseuwOO+/54XO7HUUfJv13CYSrx8fRHmji983buqLucV0veKrj96lelxNcRV6dLX8z24GzZIjxTODy2BWKMuCRqRcUkh8wcurgtRIqSU93kPMdPfbKJ9qsFzHddt59ozQKKhtv40Wun4DNjDP+siZN2rGPknLU8v7gx77M+HwSMYebvdlbazjnnoOdyMFJqKpg9qEySxXI3kjtUUmoy7XuHQkpNqlIKxO4rCqBQku6STSNwbMMhzH3K207btmWDhYcfzgZxo4bFHw5x21nySCmQ527+fBRVxWfFObXlVuyLLspzLC5+Sv7UxEk71wPj++/g9lflhpWUMDS7HpgcKZVb4VdIJtp9r7FRZiW7G0DefvsESeiUmdepi2sPCpFSo+EylZbS3B34RoubHEUiZAOZRx/NvD6pWWC5smNHtgLEtiWxmDcvM4tE0yQPB/Jb+A6nBAKymq+qAqI9e+B978trc54oEXVxO15r4hGvrOM9bTdm3zNF9mKypFR/v4xXgcKkVHGxXKJt528x70rHGWt4sKaxsBs7TJg9lNbtg82UmtQi69lni6K2bJH/ODgpteSu7xA0h+UNc+fKjmI5oqqyxhUMShj8hsznyRVFgUsvlZ+PPJLfbjpFycXRSTvXZxW/Zg1oGooCL5W+ndM7b+cd7evFB00BA65OR7e75salh2Wm1JskhWZKvd7d9wouMt99t+Q+igJdXZzw4LeBCXbfa2yUHbNuvVUWmoaH+efSC3iwprGgDS4pEVLqjDOyf38D1klEli0T9gukA2iCA0xISjmOLjeuChpD/L9XLpNn0jCyCyRNOTET//o86H+D/IeU+hdK7srJIZWRTySrVsmHtm+Hvj78sT5KNfHsB9uBr6dHSBiQGXAZUseystu81tfLLKlXX5W/+3wSoL32Gnz2s5MmpnIN3WRIqUOplNI0stHFBRdIGUYgQOSvd/LZ0K1UVsrpd3bCqo1NhO5az7ZtUr3jzm/6zW8KxGVdXXJCup6/l/EbIFMJjkYnmR4PsqtLba0opqODbUefl3m9shLJzi6+WC74Xe+SAGKCyOtN233vTZJCu++N3mJ8NCYhe/7HHCP3Y8zWr0wyNmpqovKvUr1234zPsG7OlRiRMlHw5Zdn7oE7C6z+5ezK9dNON+6xx45DquQOmBndbnq4hkYXkNyKQ9dx+/1CSIXuWseu1QLmxgu9lGx4EmXGDGrje/j9s9Pxrr8J1q7lpJsbOcUZB5M76PyE3j+jppPCJqxcedBzmeyg88lg9nCJS4S4xMhU5XCRUlOeKQVyU596CsJh4sXVxLQizmz/Fad3NLHilUIlpQVk1E5m7rmpQwOSlH3zm0L6FxdLwOge9zDKjh3yc8GCUS80NQljvnw5Ma2IIqMffnsnnHZapgTGMORZDP9hHaou1zpexU3g+cfll9WrKS2X9x6OSqmD7b5nGG/wkNgpiGsP7r8/+zefr3AF8lSq91xSqrt7bFDvkhlHbVwv/hqELerpAUQvp3c0UXzvennNweQYvRuGzMl5z3ukV7CnRyqvd+2Sv69bx5OfaKKpKbswkEtKHXYz+8orsjuipkkGuGoVxz3/k8w15SWiow4+4eY5jY3sOO48jux/mHnR15g2uGXK5TS593EiUmrnzuz6V161tiOKkumyLNjCN5W2qkOVQykgHK9dqtCg83F3zSwtzZKoTjA+3kypeBy47TaWPX0zfd4aNp97pRCnBWK3p56SzbGrqt6g+TyjZcECYRU6OiTRH808TPLByPVbqp4TWAwPy8K7Ion/GR0yV22q7fDjDTp3MebzTS4Hm/SGTG+wvBHte2NiB9dwf+5zUjFVU8PCh3/G2Qd+wVNPjZ0J6vUCySRb79pAcigpB62p4eXljXnn4sqRR4o+g0FYvTr/tcPEOY+VT35SgvodO6SccBzJ9UdjFvEcR+f5rSjAb0S5aNcXWbTrfvEbZ589ZmfW/1RKZeU/pNS/UAqV/x+W3fdABom0tMhS1IMPwubNfHP3+awYeJL29ok/2tSUHZOQt4L197/Lqlw4LJVRAwOS3KbTEkFUVsrU0cFBmU43CSpbUQrPyRmPlDqUmVJjGJ2VK4mPmERTHi61rmP7FU18//twntXER5LrOOVUlVNOkVJnRZFjezwF4jI3wZ8+/RBYw6nJVIKj0Vjxesn2/ek6xOOcfH+2Z3paoB/+3/+Toa3HH58NEiZYEhzPiNr21KpO/resEIyulModtO9KIVJq9KBzN+/JJaUmJZZF9IPZ6rW9oWXsv+RaybgGB6VqBJj1uMzReGlFFgzuPKlxW/dy2aHcdtOC/aiHT3Lh49qcxx+Hp56wGDlHCKeMlJfDgw+S9gQImCP4t28QYp0sYejzAU1NTLv/Vk7quRfbAj74wUkM0Tr4TKmpzEE7XPJmVErV1OSbpsNSKeXi5vLL4Vvfwh/twW/FaC5ezUf3XU39366eXCI7aiczvx/mD7/Cp+8+TZjWaFRu1re/LdUth7lu3zCyLVZ5lVI5/kJ94jFun/9dBj2VmKEiIQPOOgsuuoj/eu0TnNGxjuRH1vJqfWPmO2lqEqKiqQnDANU28b/gLNKcfDKr98oGE+POysmR0dURo2Wi3feee07WkGxb3PKbkoROIK49uOee7MKY2/Y8Gi5TmXNWVJQlL1zz5oq7Yu8PqrKqr2l5u8uesFPsqWk7CnYw2bChKXseO3YIQeAO2Uwk4Mor4aqr8i5swVPrOHB1U6ZiyyWlDruZzU0Gn39eEv+2Nt75zNc5t+V/8HpzNoX43diDH4yA14M+VNvEVDwkAyVTZjInWynlykRz1CeaK5WbeL9RcigFhFOZKTXeMHogOyfxscegtzd/ptT69cx7RjC6+PkmuP56Yp5i2v1z8AXUbMCYYy8PaQfZwyEnnyzJ+HPPye48rkzhwcjF0WsrcwKLb30LDAPFMjm+7y+ZkRRTxcR47Xu5bXCTkakunr9RMtlB54dMSo3OqT75STj2WIySCj6673+46OULOXB1UyaXBPBpBhvf/w0qnrgb1UxJtZCqcuw2AeDo3PeBB+TnW986hert1yslJdmh57fckh114Yi7jpZLSnm98sJTn2yS1MnxB9rt63hn2y/53sb3cHLX7wnEeiRe/fWv5YM5AfKqjaKD/5BS/xl0/i+VyQw6P6T2vSeflGqlwcG8ZZlZI1v43I7Psv8fN4ylnh1pbZURHjCqSiqZlNkFINnvzTfL7+5Ss8vcgGTkW7ZIz0BDw0FPV9flOnON4ej2u0MlpRQFFDuf0WnS1uKLbOK9xq34PNIP3ehvokNZxzrfWqYf28g3G7Ob63i94wy3fBOHnE9lPuLooC/yxyb44zpJlJ59Fu67jyUvNPGOaUt5uPo85jd9Q7BSUSGzDHLBNs40Z9dJp1JyrwqtNE1l971/9Uyp0ZVSINeWq8vJkFKFKqUmJWvWkGwBcqoIYm85Azy74Kc/FebppJOoG/Zwc81ahpY18kEEny0tcj7HHDPOd+cOf41E5Pddu+C++97goRLZr/7yl0Wfw8Pwua+t4aRCh3z2WfqmryC8bzPhVFTmCd1yC8mklFQfubkJnlhHaM4xFKd7GPaXjuotHl8m2773ZlZKuTvw7d49aijyJMSysoHnRDOcNE0KJFtb5d+Frm/Kg85HMeTt6x6j4tk/cXpnE0k1wOCK1UQmg6lcXFoWtXttvr7lGiqNdphVKRnpxRe/YYO39+yR+15UlFPoWqAk9Z+LzscwFT4fuhndiEJLC3ZTE6fFTR6u+ghzzmtE/758vPKBJnhpnRAF69ZxSjfs8K9ATQ9CRQSamznytSY2aWvf0JlSAwPwX/+VLXy9/fbspcG/rmKqsVG4xq9/XSqTLUtygNHnM9XqvVmzpPKspUVyHVdc4rbvXY1wLPCDH4hS//EPiMU4fus67qpZyzGnNrLYPUHg6K+tY1/YZPqDwF9+KDsNz5kjQwOXLi24OlQDvOVJi689mvUDP/2pcFmHzcwWKpm+/374wAdQnnqBxpb/pu+WYXy+73F6RxMlv7gK3v6WggP6i+5tghIrP7gYGGDF369BwabbNwOvYk481buA/F8ipQ5FJkNK5Sb4qdQ4pMfChbIyvHEj/OlPWJYMglZV+V/dI+s4PQHGDANCIQb8JfRY01jy9O/g6LV5sdubuI/BWPnUpyRPuPVWIXJPPVUwO4W20DG77zU2ivG44gqIxVCra3mg5itTnmvozPZn4UL5d26Ym7uGN1lSaqq7hL9R8obPlBq9Su7zwde/jrX1YpI9rcyglSNZx7qrYcMRjSi2RdUvv0fNxjsoM7pR3/9emZfS1MQx31jH3iAYRhYHiURm3SCvde9NkXe/W5LgnTvhl7+UzSwccdfR3vGO7Nv9fnjqGZXQXeuYD7CmERobUQYH+fQXvkzAjGKi0XXy+6n9zW/yj+Xoz/eIAO9fvTj/v0H+Q0r9C2Uqg84nvYJvWXDttRKVzpsHW7eKlVFV4p5iQulB6v5wHVxxYsEVCnfHnmOPlQ69jPz61+JYTFOS2Y4OMURuJlVRkX2v3y8rI729kzplr1cMZqFKKU07NFIqr9R5FKNjWZD67v/gu/lp0c8110BlJTWXf5rpNDL3ifU89ZTKuh2NXHih2A3XqR/3q0+wcAFirAq1Qk1ih5o3WnKDwtM7pFWKT4oDeeqxNEdF/4CtevhQ63Uc03c/IbohEKArGmDbS0HG0JUFgoZcJ51IZMmZXPy+7t333kRxHXFu2bc7w9aVqZBShdoRDiajyQCPB9lhae9euPFGaG5GmdXAgzWNHOU8K88+K/f4bfoT/197bx4nV1nl/3+qeqnupDvd2TtJJyTNIiIESMJP2bdEcXRUNOhXRsqEJSy/UUdAM8FxYWY0A446X/Q3sogdi0UgQQWVJYQ9rIEgQQQJaSCEpLN3OluvVb8/Tk7uU7fvrbr31r23nlv3vF+vvKrXdFXd5z7PeT7P55yDht+dZh3gZTJ0YVhMHhw8oA59PZTdaTpNt9iOHQXaaR+4wT741KX4zqtfRPvakzFpyxrgooswc+pZuOqdekwf/jbw3XmofYiquj/f8jmc8NvfOrrnSil0HhStrfRcenpoz1ukVnse6v1SLACfNMkQpXwpdG56r1//0r/jtOf+iOGD3Rg+0I0tbQeqh3PEzxdcnR/54zPPpOjz299Ga+8A9vXlsGbiJ3Dit862aC8KW5HcC2o9qbwUddNGqaEBWN6Sxj+dDUyZNEjFBt97D4M9vfjYjgdR/8ufoqbmSlz15iVoe3sl8MNFBxeNOd9ox/G1E5Fs6gQG9gGZDN6fPR/L30hjThFRakgKugVWYzmXA776VdKdjz7a6JUQ2ia0CBdfTJmZgI0DGe5FqSlTqJKAua4Up+81NQH4ZJosIr/7HRXNXLUKq4/9ZyTezmLMgxngAxwcny8u6cOFz3wPo2/YASRytAtpb6eTdDvSaZycBi7KUEmyzk4Kw775TR/fayvL9OjRwIMP4o3Dz0Prlpcx/t7/xU9wD3ZgJHaffRrq1q417rdkEoODaSMuOOqwfJvII49g+Pb1eH34cXioZR7+YcRK1wPGzpnJ08HRRxtfq6+ndEe70MmJKBVwaUTX2NXwsSp0zj9n+RqWLKHJZ9MmUjcv+QqAmoOXq2/KYTh/xWLs3jMVOKwGqf1dmJxdi+4vXIQmk/KUXeKyg6zf/PjHdIO+/DJwwgm0+HHxNTNLltAhHFu/k0nU1tIT/XhnBh/+axZ4+xQaNDt30ps5dgyWVxkvzqlQySLD6dR74uD7wPH+GWfQ516cUm4PmvxETW3lNcLXmlJW8dbhhyPX1ga8tgEDg0m0XH4u5v+yHf/9SA6H792C03t+hkbsRvKznyFBCgDSaaxeBpzzdDuwHMA5dA2feopew8SJ+fNFKCSTlFO8ciXwwAPkjD7qKHq62SX4WO5Z3H3LSeisnYeWFkpiyKxN46ZjV+L4pxcDGdDP//rXqB/cg75kHdYNn47c/70LE6z+XjqN9wGgXZxSgIhSZSWQQudr1pDQMm4czZCpFI30vj7UJnuwtXocxr/3CokqrDwdWOXeftuoAXrxxaCd0rPP0qni3XfTk+E8gKoqWjDHjqWjZvUJ9vTQDOewBayVIGd+3W5PIPj3rRYFmk+rgdZ/py6FLKA9+yzSZ9Xhhd49qP3TvfiP84BTDqza6TS1p0/dsRJdbwHN6jHK5MkFem2Hj7rJTOSy6P/KfNQeeB0dZ1yEzuVr8MmtGTRgJw7ftwZVW5PYvn8Ybq27DJNOTQ8VpWz+RnU1DYX9+w1xRh2/UUnfGxgwgpFUiu7H/n77mhDA0JpSe/ZQEOLZKYWhG6+amgN/6LDD6JO9e9HY8Rd8tvd/sf74KwAAfb+i9JPmWYdbbx5+8QtqXd7QQP/4RTQ2hrYrLdpOW7l3+g9Lo/+vwLWffgk3rz0TeOYZHLJlKSZngY6Z5wEzZyJ14xIMJGpQ1bMPaL/b0T2nY02pqioyX7z1FgkIbkQpdoDU1RW/z1pbjS5XTmpKubXKj3vzSXTWTcPY3vdRl92Lqb/+HpB8l6r+85gEjPnxf/+X/o0ZYxTxHxgAkklsqjsE/z3rLtx7SYE/6NO4tSxybhFs8z3+/plpTFmXAZqbka0bhp6X30Y2kUTtj3+I/7d2CXp39SA32ngzcxeksfLfd+Cid7+Lqh09QH8rcO216G5JA28UrymlzjfF0vfUueqhhyi7fuJEesvVeSW0TWgB7rqLjGTskLYy4rgVSg85hB7NolReoXOAaoLdey/t0DZswOuzv4y6db9F292LgT+DUlL37cPErWvQOLADiUQfMLkV+P3vHb++dJr6hezfT3/G12nWTnyvr8ePT7kPJ770c1y+9d/R2LMN9dnt6Ok5kjb/t9xCj2vX4p/fWolJ+9ai75/nI9UIYPFi+j9mzAAeeAB9o1rwStVZOGfzEmw5YT4w51RXwpQ6n6jXkQWA2bONr82cSfU67UKnQqIUb+B0E6WK1ZTig1aOn2zrSiWTdOrU1wds3oyZv7sGt+PHlK63vh01DVNQ078D4zetB/amkOyfgAdaL8L5Xxl6jdw47QMhkQBuvJHs3Lt20QLW2kpfMz+JZ581RItTTgHa23HMFGB/J/APm25Fon4q8JnryRaZSADTpiFRlcTHOzMHnVJOa0rxn73hBjpYbGvLD+WnTqUzE6cilzpP9fW56GTrM6qL8KCIWaCmlOreUwW1XK5I9z0TiZNORP29f8aYPe8g99ZatCz8Kq5Y8COM79+AOvQgedz0IXPpX49P4+21wCcGjEWJU/c+8YkyCXuTJ9Mb1tlJrdlvvJHeyGefxRGvLsXnjgR++uY8bN5M4+U/Ds/giLVraT/9wx/SRqC3Fz1VDVg3fDqyiSSmPZEBplvfbFJTykBEqTKinpwUbSntVJTavp1mFd5ZjBtH4kl/P0bktqAG3Rie3Ut1OpqaqLXwVVcBp56KW28eRNue1/H5Cc/hsP98zii48cEHNHuNHUvOjY99jHK516yh/0OdNXhnftxxJquVPVabRLMo5dUpVfB927TJ8P3v2kUFb/7+d0zpBHKTajDxuR8DN+6j15yhbmAr/2kR1ueAU9vbaeYfNozqjHCSfjkryR5A3Vg/PGEevq48pXQauG3wJ3j7iucxre8tDMc+7OyeiJsbv45Ji9Kunn59PcUW6kTK1zCRcFZDQ4f0PXWxrq2lf4VEqUTCGPKqKLVnj3EapRoHnWIWAw7WArvrLrK933Ybkq+swUUd1+DPf6nC/hvr8JEXl+Ch8Wl89davAI9kyCLf22ssjk8/TWpQQwPt0MaNM3KVXKZleMGcNmCZQqSc/k94h760qTNB0eC0achu3IrBXA5T33gQuGI9EskqdFePwskb7gaudnbP6VhTCiAzK4tSp53m/PfYKVWonhQ7E9TsYg4sVWeCa6eUSiaDaY+341et38Czo/8R17xxAT6673FK9V63jpxQ115LN8znP09j+bnnaExyQcFhw4BDDkH/8FHY+3oWJ6/LAAh+HuXM8yGd90zwPT7iDxngJRrM+85No33mjfjK+h8CvT1o2v8++gaS2DP+JIz42c+AffuQRRU+vekW1GZ7gOH1dLHTaYxcRf9fsZpSViK4GXP3vU2bgJ//nFI2Fyywfm3lXKL4/r/88gLzAdwLpXYd+Czrrk2eTLmbu3bhC3+ah+d6jznwZlfR3LlwIY5fdy9qcn3onTgV9VNbXc2VmQzdd4kEzSshTLMAgN6BKuyuGYX+Qw7D3vd3IrVnB4b/bRXQ00KDbfly5ACcsfkVPD7ui5j2T2ng/gMFhQYHqQ16Swt6Rx6K4994DA+1zMeY09LGrehQybRL3+P34Be/oOvS0kLrfqEsrkpK3zNnPaRSRUQpfkP+67+A+noc/uIduLJ+F47a8CbQkkPT03/EhprxqO3vR66hAdt2t2B5SxoLHKauhc6zz9IcuHkzDYBXX6Wb5Pvfp83/t79NN8vatUYb7FNOAebPx6xv/SeO7urB9tQEjN/wIrB3PV34a68FrrgCiUwG53yDJhK3NaXSadrq/PSnlFXY0WGMx4cPNPh1+v+p81RPjx6iFO+FnDqlAKPhrXrI7OTAru7SeWj/v9346rvXIvvICrz1VhKHDGxADfqwuaYVK775ypCVvbqartkRpwMzQMODGzWqaXKhkk7T5PRv/0Yx9J/+RLbXA2PzI2+txVeyGTwx/FO4vOO/cMp79xqFDQ8IUsjl8OuP/AS/H3khPt6ZwcLftQPNKJh5IqKUiFJlRT2d5xverriy483S6NE0E3JO1ejRNOO8/jpqBnpQjV4MJGqQmzgRiaqqg13Wth17Fj79ZCeGD+7GkTUAdoN+79BDSej68IfpOIF73l99NdWteu89Eqvq6uhvbt1KQtWVVzqu7OlGlHJaQDCvKKQVHA2zt/7GG8lRUlODCS39APqBzgE6Of3BD+g/nDwZp3xwN124zZtpB5BI0OeXXKKFIAUMDejNi8kF86vx099fh/l/+jy2Z0dj+94JmPQjd4IUYIhSqstJTUl1csKhQ/qelSi1d2/hk05GFdXYJdXU5OxUyYw5gGm6LwPcr0Ts556LfWd9BjVv/Q3nPfHPyD1bi5FVU/C5XRlM+OqBzcWWLRTc8TFXSwu1uU2lSAz4xjcK7wZ9xHEdC+UYt6WFHvfsAfbflEH91KnYnJiC1AfrMLw6C7z2GmqQQMvgh3D/pMsx/YI0nBykOa0pVQ5RCiD9xg1OipyzM4FTEAAal2ZTp+tC58yB/2j92fOxfA1d2GuO+SPuP+ybaPztLSTyP/+8MWn/6lfGmDzrLKrPs2kTuXC/+U3s/mQaD52WwSfXt5MFPsD5NJcz3nMnotTHOzMY/2A78G0azP07gD9OugxH7H4Jn9p9F3KJBBLIYtimt4EmAIsWIYkEWnp6sbdqBBqmfwRVB2xBI0+i1+WnU6q/n36eHTrTp5MJWCfc1LVxK5SyKLVhA93L1dV0z/O60tSkPIHvfIdqXt5wAz7y+j04An9Ab8sUmjP/9V+Bnh409PThqdHnoukP92Dm687nSv4TZ51FPWbGjAkvXfLkdRmc0dmOPd/9Z/xkSxqjf38LLu37OQ2eceNIBMjmUJXrx8e2P4ARx04D+noMR/sB50mqphkPtVyO5S1pXMhzgYsnr45V8zqYTpP+sHgxhVB9fVRyyO6/ryRRyrzG2MUZeaTT9EKvuQY1+3rxye52ZHfWAduqMTi2Bdu2TURfzXBMO2wkEq8M4OOdGTQ26hGH5sE3xte+Rq/pRz+iLgzDhtGCs3gxpfglk7TXGDaMFrcf/ADo6cGwrl1IDQD12T1I9Q0ALWOBf//3vIlk+XXAORvpZhs+3N178PnPAz/7mTF38H/rNkWU44v+ftoONTW5ehq+oT5vXkfciFJ9fcbrYJzEtDU1wIOHfR3jet/H597/Faa+/SvUoA87a8ejp6WNip8jf69hzhJiIfD44wNval6Yyy+ndeK22yhGTSToQKOzEzvf7cZ/7L8KVfv+BUAOXWNb0DxiBE1UfCLf2opcFb24F49MI3kubBcDHl9SU0q675UVNzWlHDulpk8n99PWrYZE3tSk/Ac5JJBDtqubNgS7diG3YQNSD/wOwwa60TixEXX/cDbw3e9Sa5zWVgpaTj7ZEKQAKpT+859TO/bubooGu7vJIfVz+0LqVjhJ3+ONklMluWDXIqvo+LLLqKBdfz91PbniCko0TySMglcjRtCs0ddHs2UiYSyqmghSwNCA3mqj/cWPrcebVUejs24qqhMDSCPj+u9YqftqSqoTOKDs7S3QhSZgeLGuqaFLapdb71SU8pK6B+T/bQCoSmTzx+iECVj3w7uxv6oBA8laZLPAjtoWjFADH3agJJP08fLldE8+/zxw4YX5u8GA2+94aaddX09lWz7emUHuwD1628VP4tZp/4mBhmYaYE3N2F/dgOUtacuuY3bPBdArfQ/w3oGPN9uF6knx+7x8udHt7IEHhk59buv3HOTABf7gbOUCJxIY/O//oe5k3PqnsZFulNpayilbsYIOAHbtIkHqwJNJpejE9MHx85H7dXDjEqDM9H376HqzoGFHQwOlQf/9JONNGxigMdrauw6J88/H05/7KTKHfBeJXI7WiUQCucEBZBNV+N9Df4rsE08dvN/GL6fX1dVV2Hzi1il1551kdhk2jM5SAmqq6Rk384HbMcnnYoODRqfP3buNEGjEH0xr/o9+BLS1ob+2AVW5fuSQoDW9pwfo68O2hqn4j6PvoefhcK5Uw4pPUm8GHHFESF3OMhmctb4dD7XMR/+X6V56YOIlePuzV9Mb29ICjB2LXH09BpK1aBjYicSuLlr8xo6l3OG6Oor3hjccTIPy0vXKLn2Pufxy+vrw4TRWC4VOURSlnNSUAgoXoM7jssuASZOQraFfyCWrgWHDMPC585DMZXHvxK9jy+2P4KGW+fiHze2ovSvIgeYBq3j7mmtojWhupqJBfLjLnbxffZVu4K4uYP9+ZGtS2F09Ejtrx2Nvc2u+IHWAJ6ak8VDLfCSRdZ3S+fzz9DgwQGsr36tqbSanuM3qCAL1eduNRyA/plXvVY591RjYaWw0YgRw7bDrsa+/Bin0YU9qDL544vuoung+5qP9YFc+RhWlcjkjdS/0AudW/OxnFADkcvRv5Eh0rt2N9btGoL5mEI0NOSQbh+OWxquwetRsckt9/vMU3yxahLPfb8fHOzO0JygQ+IpTykCcUmXESfc91+l7ySSl46kupoEBapsKYCBRg/5kCqmt24AqAIkEBlIN6N9fjT8fcgUuW/4FYPyBP/bmm1RkKpGg4ywzp55KYtWaNeSmGj06r0aVU3jStCt0DhgT/cBAfrc3OwqKUoWiY/7+eefRDPHaazQZZbPUxuhLX6KLde+99ETYgx2WR98B6uJi6VjKZFB9WzueOOxiPNaaxlkbMmhZ3I4WwNVrsJpI3TpO1Nz/ffsKOz+CghdrDhLLJUrxc+C/O3jBPMBUlq3ptZV4b9iHkaoDBvsG8fiYL+HTd/wTcOSBfJHf/pbGK3uvH3/c2XgPAK91LD7XncH0znasP3c+jkyn0ft94KkJ8/Dl2mfR9MI9SAyvR9UuOhXu7U07OsFzWlOqXE6pTZuMbGAnOHFKAUaToiuvJGdCT4+ROsV4ril14AIn/5T/5eHDQRaRo4+mN5SrrLe20hv96KPGE1PGJd9/y1vSuPJ8IBVg4SNO3WtrK37NGxqA+yfMQ+OxOFhvr/q3VMvt0SnzcdzNabz1C+DeTcBHpo3BGc8tpkGWzWFbikTig+IGgIZft+PjW4Dl49Po7ravnV1IpOHUTB77b75JgiNANVYfeqjs/TaGUEoH2WKiVCJB4uJbb1HYM3mycY8MHw4kYZoDb7sNGDMGW/pakNuwAT2HnoTmL86k/L9UCjt2jMfHOzOo4uLJDuZKdTg//jh9bd++kOp4ZbN4cPx8LB+fxoJa4/16+6Q0ZuxbSSko3/kO9n0+jecO/QpO3fYHYEQjOajOPZd2kr/5DVBdjardAwfr85QqSlltZH//exqjvEQVCp0qqaaUlVPK6ueGcKAo495tWdT1DmCwYTRSI2pQd/9SPDRhEZaPT+NT22nebGwEji13JwMzxeKPp5+mtSKXo2Ds9NPp3/33k/O7vh69G3dj364ktqZaUdM0MPRvgMYdp+4tdFGHKJMBbr+dSuz29FDhfX4L+dq4GWOpFM09TrM6/Ka/3xhr6vMuVFOK65zV1tLPmUUpp5kPAE0lP+i8FPVV/UhOm4YNXZPw8c23ofdLaRxyCDB/cTvWPo2D118VpV57jWKh+np35QwC4447KEjL5YCBAbw48bP4ac+5uPq4ZUi9sx+or8dwAJ/NvYi9j63FyvMuxNsnpZEEvbwn/z/gnLfa8XYnAKSRQRpZAPNMf0ZEKQMRpcqIejrvm1MKMFxMP/kJRau7dtFNVVWFztqpGEjUYkL9blSNbURuxAh0dFSjsW8DjjtrNMawIJXLkb0WoOKgdjkOySQ5MUrATaFzgCb7Ypu3gqKUk+iYT3fYW86fs+KwdCmGtOZTf7+MqAH9kA17JoPOxe1ox3xMWpTGI2kgk0mjfTEtFm6EKT+cUtXVdG17e+mEqhyiFC+8XkQpdqr09pL7AvDWeY/hgAaweA8zGYz5UzvumnAhlrdQB6V/3NaOw/86DJiZNqIrdkRZnVCa0WC8mmluyuKhlvloO5batPf2kiulsXYt8MUvInHSSXj4+iTO2dQO3AbgiuKvQb12hWpKhe2UGjGC9Jtt28gt5bTTjFNRCqDp7r//m+6v4cOHXvJSC52rc2xNDVDzW1N+IBdSvuACeuS50jQPq3PV/vPSSDW7ex5usCxybgO/x/yeA0C2n8boC9PSuArGuDkoPBx5JPb/n4tw5w3AOZ3tSN4OeuPTlG46/H/oB3fssBelrGrYMZyayeOFRbbmZuCll2hjFWXMwoaTcy4WpbiuFHfeGzEC+WNNmRf/tCeNXT/P4NK1i4EbnqH6Nuk0njwxg3PebMfoPwM4xiRM2aD+CXMDj6Cn2cEL5uHhAz0DamqMtWziigM1ehZRR8jEjRmM7fsAK8afj08fupYqzv/yl/TDB36m94YMzvk+3aN1de6feKH0PX7rL7rIWejEotS+fSQYqHOTrk6pYjWlzDFtQVGK36DDD8e+DcCziZMxq2ktRozPIbF588Ef27KFHl85Jg2cjvJ2MjBTTB1/++2hsfTGjTRuFy4EACS+Q2vII+MvwMknAxMtBg3HvU6LnAP5IVJtLW15GhoMd2NrK/2cG1Gq3E4pNQWsvt4YCtzQR70/zWPSTpRyU47izA0ZfKzvKWw/6zy0PnAzHjo2g3PWt2PMgwC+kUYLgBZlfKqiFLukzjjDm0vTV3hwKPH05MXt+Pfxf8MRnWspm+bA14/40Y/w1rGn4dWT0gfXZgB47nA6eJoxPFuwF5aIUgYiSpUR3gip1smSu+8xqovphReoIODu3RjM1aKrZiyGjRmLurFA104gu28vBqtqccYXFFvGiy9SC9eaGoogAsRJTanaWqNMTk9P8UCEbfueUhgKFb/gDdaBAC7ve5oIU4VEqWeezuKpA4KU+vQzIGHqtKezONnh0/fDKQXQteztLV8+NQeP/F65EaXUcfjuu/RYilNKXYjzBJIDY7Lrc/OxfAVdoOUtaRx3HHD0knbgmZUUxDkp2KI5W/9hHpbvBD57IA3nmFcyOKqzHZsvm4/Ri+k1PHUP3eNX3t4ONKDoaytW6LxcTimADuK2baMaR25FqULpe0wmQ2NywgRrZwLXG+fxXYoo9antpsirvZ3mSv54/nwj4gfynoh6Uht0QM+i1OGHF/9Zq7p3XZ+bh+V/BkYfGC/V1SScHrGhHfgurQ37tgLL76H353j19abTeOVxAO8WritVaO3nt+3HP6Zr2tJCz29w0NjfRRn1NTtNJ+UOfNyfZUjnPWDI2l5zy4Gv5/L/ryempNHVBXzj9+3ARLh+Q8PuKmuu/cJr2GC/4lLJZFBzO6X4PTopjX9MZ8ilcoCnnwbeAfCZdBoP/ZLE1GFPAJiTzmuMUAw7p5SbmmJMfb1xaLVzJ81hTFRFKbNTytZRowhSWLsWr58wHz/dlMZ/HJ7BhLXtSJx6Kv5hGb1xW7bQG9fYiOjc/HYDYuVKOvQ97zz6Wns7Or60CA/8mcbk/mrrNYTfVzfjQTVxsbD/yiuUHQhQfWu3/6cuolQqNbRWVG9vvsBmJZTu2WPEvm467wEAMhmc+GY77jzkGnzo4jQmZoE/j0qjvw+4elk7MBJDxif/7T17qLcNoEHqns3YnLByJSbw2DRNYke0t+OIpBFctbfT2vxBSxrvNQF/L3A+LKKUgYhSZcSq0HnJ6Xsq7GKaPp3qQz3+OGqTNOr7+oBsDti0MYeRfVvRf/RxaDhpOv1eNmu0av3CF0qzfjjAiSiVSBj1251M9kULnRf7ZTu7MQdxIadCuUHdWJudH2tPnodJp1o//QzSWJsFTnb4d/xwSgF0srVzZ/k68JlPg9yIUlVV9D7s3++PKKVuwPLewwNjcs8JaWCF8eXmr6eBtQCeeqosKXpBwBsPrg0z0EeulNP/0XhtXH/o4k8DYx28NquaUur1LZdTCiBR6oUX3BU7d9J9D3DY/RA0ZwwO0vvjdq1RRan6lDJ3LlkydEyqO1uL68bpq0GnPrhxSlmJUuYaZDU1VHfqryfMR+uB18vzxeOT01h4PvJe78iRNF8UEqUKun1Bb+uaNdRwc/NmSkWsBEEK8CZKmTvwWYpSprW9upqu26qzF1GnpwNv+sAAzS8XfgoY5mHuDLurrLn2C2+M/zprHk7n8ZDNYt8X52P579NIVcNIoT1Q/zP5dBbt7TQXck2p/1Nd+ITfCruaUl6yyBMJcktt2kSuwiiIUmrzgVzOiEFdp+/xG5bNAqecgte3poE/Ae+cmsYpp9D3n3j5FCT2ZsGmqbyxrjt2A+Kkk4zHAz+zbVIay1+mL5+dzALpecb/cQAed04OahhVZD3sMHKadnVRk4J0mtzLTz7pPn0PKF/6njmt1ZxlUkiUMo9JfnQcF2WzeOuk+Vi+MY2WXcb8t7wljW9dAMubnO+Hp56i5z5hggZOXydjU8U0ifGnCxfSe75jB1XVsVubeQ4TUUpEqbLiptB5SSf4ySSdVq9ciabe7diBUdi9qx6be3swsnsrelJNmPhfVxrR78MPU8Tc2Aicf34Jf9gZTtL3AKPBnxtRypNTqtBx4C232H9Pk91AIVHKa50fK/xySpW7A59ZlLISLQB758Lw4fQesIjil1NK/TtLMA9JACcq72sqBcyYAWTWppE9JY15dtdPk3HplIkT6ZHTIZ9qm4cOAB9Xgiu+Vts/lcbYI4v/n1ailHoAUJL4XyJeOvA5KXTuxpmg1u5zK+Src+zLx8zDwZ7P5slGHYc2Y5LTV4vWWSmBnTupBGIiYRSaL4TV/KTW2uDHhyfMQ/I4gA958+YL0+vltCSvTinmqqsoY3fUKBK6Inar28K9GrJZ5849dkqtX09igKUoZZEy+vCEeUgeC3xCee/4vd8/Nw1Mdf/8w+6mxLETi8qWG+N587BnA4DfK2NKeT9OTgPzD8wZmzfTRjKXAh4pkgFuxi59z2vsoYpSKrrXlAJonuDPzWtMUaeU6Q3L/pgek0kA/0Rv2AvL6b058UD6XjnKH3jGbkDMmzfkezVP0ePyljSOnHPgizaOG68iZSIBzJxJJQ9XraKz/CgWOjeLtYkErU8DA/YxrZ1Q6topNW8eNgwCuJ3mX34uNTVA9YXWNzn/bb6/zznHo5nAT1yMzYOYxmM6fbB5JBobC89xPIcdKP9cFse+LmjWnyVeOCl07jl9z8xpp+HVo76M1bnjUdvTjWHbNmD3hm6szh6Hp877OVKzD5Rw7e0Ffv1r+viCC0JZ5ZwUOgeMyd7JCURJolTEKVZo1C/8ckqFnepgxq7QudP6buYaBn44pbgTIMN56vfdZ3xt1ixqXtbeXlnjvKWFHjs7jXRdIH9z6rhI7AGKFTovt1MKoFNZTjsuhpOaUl66nTnuvKegjj039TysCCOg5zSN1lZnG1qnTin16+rHVmv3yJH0aFXAmXGyhj3yCHVQnzTJSM2sFNyOyUmT6L3at49ER0tRykRQcRffB2F1lbVz+9qlkNnNczw3bN5MDdDuv9+dIAX4H3/YFTvX1SlldqYw5gM7RzWlFKxKUvD8FUmnlAtUUcRuTPG4K2UN4gbjL71EjzzGvNSUKpdTyuq+sHNv2Qmlnp1SMMZgd7fhlLK6JkuW0HplFmA+8Qn6+pIlzv+mjmQy5N495hh6/wqtzWpsG3e3VIz1uPJyoJg/ABqwPCn4UujcgqefBr727rXYkUhgcu37GF3dje250ViD6WhblUTb0wdc3MuWUYGT8eOBz32utD/qEDdOKSAEp1TEUd8zNwUK3eKXUyrsVAczpRQ6B4a6VfwSpVR4U/DLX5K9vKWF7oNidcyjyLhxdN8ODNDm0lzzC3Af0FvVlFJ/t5w1pVpb6Tn19JA7bNKk4r/jRJTy0u3MS3FRdY51kzphRVH3gA+4Sd0DrEUpXqtUp5T6daCwy5lFqVKcUk5TM6NKdTW9n05Fqepqcllu2EBuKSeiVFAOdXVDGEZXWfPm0W4Tah63VvAJv11jhGLYpe95xUqUGhw0XrNuolQyaThT1Pe/WKpUMaxKUnAMxoXOS51/dUWNh+wEEi81pcywKPX3v9MaW4pTqlzigp0otXdv8eL7JTulADQ10WN3d2FHNx+0fuhDxteOP54SddykC+uIRY30gmszG1P6+8vXhVwXRJQKGW7lrGbF8UapszO/ww/gT/peNkuN+LoGhmNafQfW9E8HaihqmTaZJo+f/hQ4+SNdSN55J/3SxReHZhtwUlMKEFHKKapdNwpOqXKn75VS6BzIPwVqbPTmNmHMwphKOk2C1Pe/TyejAwPAJZdUxgZUpaqKNPFNm0ik4eugCiZu6zY4Td8rh1OqqgqYOpUcPB0d/olSbjCf3rvBT6dUGPU42CnlpMg5YMxP+/YZNWKcOKUKiUqlilJeikZHDTWl1ClTppAo9d57zkQpt65Yp1RXG0X7wxSl+PXYuTWcpClnMpQKyc0PzI0RiuH3oZiVKKW6qnUTpQB63XailFenlFVMyzEYx06V6pSyE6V4P5VOD+2+56Y4PzNmDI39994DVq/25pTSraYU4LwjZFBOKat7lOeU666j69TSQs8j6getXtfmYcOoY2zcnVIx3LKXF1aHf/Mb42s1NZSW09k5tA6cH06pNWuAN98Exo0aQDKZQ02CIrC6OmD0aHJ2vPEGsOa6B2kWPvxw4Oyzvf9BlwQhSrHVuey5yWWC37ewRSmv3fcA/dL3vDilSnFJAcYYt7tuX/saBU7jx9PPRnXhLoaawsf3uyqY+CFKWaXvlSuXn1077OIphpOaUm7wIgAw6iap1A1iGKkPbp1SvMnJ5Ywg241TymrtdlNTyupgxU1qZlTxIpSqdaXcpO+ZRSk/asyFua65Td+zm+fUDdWKFUaTMzdpoWGk73HModZj1QmrGMJ1TSkThUQpplIdFnbpe7yfymTy0/d4HHs5lD7hBHp86SVvdct0qykFOI9p7UQpN+Iyj8Fi6XsArVdnnUVx3muvUdP3KAtSgPe1WTrwERpO55UND9Rf/QrYupU2X7/9LWXNtbTkdxfJZg1xpZTgiFNg6kZWA9uA4cn96ELDwYLCdXXAts4BbF/xCjACwGWXharmOA3oOTgVp1RxqqvpmkfBKaVL+p4fTqlSRSke43aB9m23UboXO+HcnmJHhQkTqDXzBx8YY0rdnLoN6K1qSlltGMrhlAKMgtsdHcV/NpfzX5SKS/re/v00pgDnTqmaGqMt/Z499Bp5vPDz5ffPyilVKH2vUE2pQqKWnw0rdMVLnTPuwPfee4ab0G36Xi6Xn+7rlWHDyNkahihlTrMplr5nNc/55b4LQ5TStZ4UY+WCCrKmFFOpTik7UUodnzzuVq0CXn/du7gxaxbtx1at8jbOolRTKghRSk3f45i+UFxw0UXAHXfQfV5bG/31y+vaLKIUIaJUGUinaeJYtIjScDIZSue7915rYQYo7TRo9GialHqydRgOYEpNJ1o+NAZ1dSQ89fQAtfu6MDqxg44JZszw/sc84LTQOd+0IkoVx9xNIwj8rimlS/e9copSHNBYXbdKryGjwoL5e+8ZX7NySnmpKWU135TbKeWmA9/evcYGxa+Tcd0KnQcV0K9bR+/d6NHU/tspDQ2GKAU4c0o5KXTe1ZXfNl7FD2EkypQiSq1fb/y+2/Q9qwYAXgjzsMWP9L1CJ/z8fSeo80HcRalC6XtenVJWNaWYSnVKFaopxePzmmuMJgdXX+09Jjr2WLpGXDwe8Ja+p5NTyqso5aWmFM+3+/ZROhpQOC5YswY46ih6jyv5oLUYYXds1ZWYbtnLz9y5tLjkcjQBco2pgQFjw6FumkoJjqZPB448EtjaVYNcLoFkbgB1VTTb5HLA1g/68GG8gemN7wCXXur9D3nErVNKuu8Vh9/TKDmlyjUZ+1nofNw4b8+BO5FYFTrPZKh2lNUptpf0iijA6Xvvvmt8za/0vUICQrlFqU2bit8HLIzU1vonOpfilFI3SbrXlHKbuseY6965qSlVyCk1ODi0jqT59+MuSrmtKQXQxpRFDLdOKfUwsJT3PsxNhnnd9ZK+N2+e/WYwnXZemydIpxTHxlEUpYp1OiuGpO8RVmMqnab3IpfzVpxfpa4OOPro/K95cUqVS5Qqd02phgYjJujspEe7uIAPVhcsoE6ylRrPOoHHWNydUjHdspef++6j+geHHkqL1dKl9HXVOu5XcJRMAlddBTQ1J/DewETsHazD4L4+7N0LvPdeDk19W3Hl5KVIfmKOsTsKEbc1pZzctCJK0WMUakqVO32v1JpSfjiluDbCiy/S53zdVDdUpdeQUeE05g0b6LGmJl/88KOmlHp9vYipfjJiBNUKA4qn8Pld5BwozSml3g+lilJBp++5LXLOmEWpUp1S1dXG9bOrKxV3p5SXmlINDYaIwe+/25pSfsVdYR62mJ1Sdk7SMNKU/RalWMAdGDDuPy+1fsLEah4r1SkVx/Q9PqxTxxG/b5kMfZ8/njSJxKS6utJFDe7CBxid0ZxS7kLnXmpKmcdkKU6pZNJYLzdtokeruMAuXTiuwpSk7xGSvlcGMhng9tuBb37TSMO59VZq69rSQosvdz5hSg1MTz0V+PnPgZ9cuAVvfjAC2zYmUdsMHDdlJ67svg6njn0TuPDfSvsjHnErSjmZ7K0W8DhRrvS9UpxSUeu+x51fONUMMEQpt51feFG+/nr6O9OnWy/ahX63kuD3lN9zs1uilJpShdKFy1k099BDgW3bKMXMfFKr4nc9KcC/mlK6p++V6pRiQdA8z7ntvgfQZnv3bnKAcIFulUKFzuOAV6H0kEMMl1QyWXhMWqXv+eVQ501hmOl7PA7tUoj4dQYpdPqdvldTQwIu3yuNjdFxSjkpdO7UKcXzgV36XjKpr0jnFT6sU8dxdXV+bMQfX3ihP2UNliyhvRijvqdO4jo3ZUaCoFD6np1I7adTCiBxdPdu6p4MWM/BfqULVwoiShEiSoWMnTo8OAhceSV9PjBAkwhPGImEP3XHTz0VOPmKR7Hmjtew/fTPY/T5n8D0G65Ccv27wBf+j/fcoxJxmr7nxhZrlX8fJ6LolNItfa9Ym3AOmE491fiZsWPz73E3pNPAX/5Cv3vffZRrH/VOJF5pajKKSwNDxVU3NaVyufyGEVbzTbmdUgCJUi+8ULyulF9OKat22vy+uhFVo5K+NzBguNBKdUqZ5zm33fcAEqXWr7d3SsUxfc9qTPK673RMTplCTRIAukcKxQBBpu+Fua45LXQehvjut1MKIPebKuBGRZTi9z+XG/reey10blVnFSAhoNLiXY591EP7++8H/vhHI77yozi/SjIJPPgg1UNqajLeY6dxnY5OqTBrSgE0Fj/4gJp5AdZxQRyadbhBakoRMT2DKx926vC8eTTh5nLGRBBEAJGcPAnHNa7D2SNW4bjND5Mg1dgI/NM/+fdHXOK00LkXUSrup8xhOKV6eoyAKYrd97w6pdhq/OCDRu788uXO3E12fOMbdL8PH06PcVycAQqu1U6kZgePl/pyAF27Qt33yumUctqBzy9RyqqdNqc+uGmn7Wf6XpAB/fr1dJ2HDcsfW06wS98r5JQqlL4HGGlJxdL34rSGWY3JVMrdmOS6UkDxdKZCLu1ksrRNPm8Ky52+x2szEM48p453v/6Oudh51EQpdQ2yS5UqRrFC5346Z3UinSYXVGcn8Oqr1BCK46tCbhuvZQ34d3fupL9ZX+/ctQ64KzMSBOWuKQUY8y7PPaXGBXFAnFKEOKVCxk4dTiSo1fvAgBE4+HpSykeQnLfQ0QG89hp9PGUK9UB1mmvkM24LnYsoVZwwnVIAXRPunqH+fSeoopRdJ6ogKaX7XjpNKVf/8R/0eMcdpbmbnnySUreqq+PdiQSgFD4udG5O4fEqSpnT93i86eCU4qmZO8TZ3Qd+iVLqiTLfyy++CPz9787GMC8parNW3hi5TV9lghSl1NQ9t3NMKU4pu7mQN9rilDKwavH+zDPkIHU6r/olSpX6vpdDlDKn7+VyNFbNommQohTHXNXV/q3lZlEqajWlrFJCS6mLyJidUpXKV78KfOtbRhYJzwNBuW3SaXKq33or8Nhj1AXY6fyjo1OqWOODYqKUF6eUSqUKpn4iohQR0y27nvDEYHZK+RKU8hHk88/T5+vXU4ua/fuBv/61rOqN25pSIkpZw0UhgaEn+GpRSL+orTWCTp5IS3FKZbPlWchL7b73zW9Skc3W1tLcTeppXNw7kQBGBz5gqCjlpqaUWZRSN2R8TXVwSrW20n3T02MUCLXCz5pSfCr8+ut0Cr1ypfPgm5eU++83vjZsmHunlUqQ7bS5yLnbelKAN6eU3XzB8zQ7pdRW9+o8HdeaUjwm33yTxuRjjzkXSTOZ/PpcTU30aLf+BSlKhekAtnNKAfn3UphOKT8F/qg6pfi6qCmhXp1SxQqdV2rnPYDu37Y24Igj6H0IIyb60Y+A8ePpn5u4rtzd99zUlApLlBKnVHFElCJiFu7ojTmw9TV9jyO9++8HNm+mr3V20szJFQLLRBCiVBwLnVulPtTUlLZJLEQiMXQi9RL01tUZ4lY5Uvi8pu8xt91GtaTGjDHcTW6RTiRDUVOs7JxSTgJ6dUOgdt9Tf9/cTa0cVFUBU6fSx4XqSrFTyq/Tx3Sa3s9cju5np0sBj8/77qOlJJkE7rmntPRVt3VW3MBOKbf1pAB7pxSPJTdOKZ6nV6+mz9kpZZ6n4+iUYtJpY5Pd2OhOJH3gAWNdamwsvP4FKUqFWSPEvHmsqjJeb9hpyiJKDXXL+OmUskvfq1SnFN+/V1xBZ+phxUR33UUxSHOzu7gu6GYdxdClppSKrvepTogoRYQegq8+EInNmDEDHR0d6OrqwgzV/x9jOFAIJH0PMCK7q6+mXURdHbB4cdnzg9wWOncy2Vt1Kql01NQHfq+ee45cEEEVzK6vp0WwFKdUIkEnKXv2kCg1erT/z7MQpTilzGKS184v0olkKGpXQ7/S96qq8q8fj1cdnFIAFTtfu5ZEKbWAvgoLI36djGcy5EobOdJwOrkRpjZtAv7rvyh9dcmS0uaaoJxSuZz3znuAvVPKnCbtxCnF783//A/Nmzt3WovScRaleExOnEj3r5Mxqa5/vO6/8Qbw8MP2Y1K9bpwy67dTqhyFzhMJupf278+fI0WUCgfz+mQ+GAG815SKk1PK7rAOKK3Dntu/6yauC9LtW4xczp+aUvxzpdaUYiR9rzg8l4koFTI33XQTbr75ZgDA7NmzsXTp0rCfgraYA9tihVI9kU5TAZzt26n4wle/6uN/7g2rbmeFRCknN20cnVKAsWD+27/RBmrbNsrFD0p39MMpBeSLUmHDC7BbUcrPgEk6kQwlqPS9RIKu4eCgMV51qCkFkCgFOHNK+bEJ4TF88cXeRdXLLwd+/GOaC0otzh9UPY7OTppfqqsNN5obvDilCq3f6TS1y77uOuAPf7Cu48XjNm6iVCkbQv7+tdeS2LdlC7Bwof3vqff74CBdR78c6rzJKEf6HlDZolRUa0qpdbbcrGFAPEWpchzWlRrXqYfnYddI5b8J+FNTyi+nlKTvFUecUkTootTMmTOx84Bfvbm5Oew/rzXmwDaQ9r2ZjFEAhz/XxCnltPuem41o3EQpwNAdd+/OLwoZBHailNuAtJwd+Mzpe1bd2YChY1LcTcHABbTPO8/4mrkt/Ic/TJ+7FaU4QOTNJ3en4p/RwSkFhCNK+SWq/uEPwFFH0f1TanH+oNL32CU1daq3a+zUKcVjKZksvn5/9avA9dfTa7US8+LolPJjTKbTwK9+ReNx3LjCP29O5VVFqSgVOrcS1a02opUiSkXFKcXzmJVAXUpNKV4jzz3X+D4LAV6bTOhIOQ7rSo3r1E7BfX1DD9SChO+LRCL/editq+Zx6Xf3PYDGaZjvQVQRUYooSwguYpQ1gafvccTHNaS85hr5jNO6DtJ9zxmZDBVnbGykzVSQuqN5IvVam6ecopRd9z11PAJDx6S4m4KBa8MAVM+hq4uuibphdRPQq6m86il1by9dY1UML7dTqq2NHjdtogDTatPlV6FzP0RVP5xWKkEViS2lnhRQvNC5Ot/199NaVczp/Kc/GSfpfX1D5+k4rmF+jcmqKqObcaH1T73fzam8UUrfs3JKWR3ihdl9LwhRatcums+jIkqZ0/es4lm36XuJhLFGqmmBav20+fO9P/e4U2pcZ24yUA5Rqr4+36FVzppSw4fHq4yKV8KsQagzoYtSXV1dWLZsGQBg1apVuPTSS9HGkbiJ3t5e9Cp3UXd3dyjPsVyYxRlf0/fKlZztAKeiFN+0UujcHr7MCxaEoztWglPKTpRyWuhc8Ber2jCvvgq8/74xff3tb/R1JwG9VRqUmiqtzjvldko1NVFNte3bgXfeAT7ykaE/45dTqtTgO4glxW1Ki1NKqScFGKLUvn00nuycUoDRtrzQfJHJAHfeSTWTxo0DvvCFoe9ZHOcbv8dksfUvmaR/2az/h4GqUyroNB4rp5TVRjSQkhAmzBtcPxgxwrhOXV3RE6WsxEB+fwYGDHdlIVSRWp1nt2yhOWTlSuCpp4KrHyo4g5up9PfTXoU7gIaBXVqr1VyQyxn7pCCdUlJPyhlSU4oIPQRfsGDBQadUW1sb5syZg3U2uQqLFy/GtddeG+KzKy+BOqU0zjVy65Rykqsdx0Ln5dAdzeo+X0O3Y1aH9D0vhc6FYOBx+v3v0+n4pk3ANdcYX/dS6FwN+nmu7evTyykFkHCyfTsJKWZRKpfzv/ueV4JYUoKqKbV2LT2WKkoBNEfZ1ZQChqbfm+cLdZ6+/3661uecQ4G8Ok/LfOMOr+tfTQ2NN57v/SqbwGsaC99+ijRmrJxShdL3gpjnOKWMx6v6/pWaUpZMUiOG7dsphS9qNaWsxpTqoOnry0+3ssJ80Mpj+coraX3cuxf4538WQUoH6uoMUSpM7MRaq7lAddkVE6VKcUrpKhzrhnrAH3YtMp3wRZS6+eabbYUlAJgzZw5mz54NAOjo6DjYba+trQ0dHR3o6OiwdEstWrQIV1555cHPu7u7MXnyZD+espaYC537GpRqnGvkVJTiRTuXK56rbT4BiAPl0B2j7pTisQQMFaXMJ5iySQyXdBq44QYSYZqa8se1G/GCr5sqSqkpmjzvcFpEuWlrA154AejoGPq9/fuN+7jchW2DWFKCaKe9axewdSt97FWUqq6mMdfbSyl8ZqeUVfF8O1eKOk8/8QRttHftGjpPxzF9rxS8rn8sShUTE92iCib79oUjSjl1SgXhCOWUsiOPzH8ufqWUjRpliFJRcUqZa0pZOaX454qJUlYHrVw/tLub1gMRpPSgro7iFr8PV4pRTJRSD1qdiFJe0/e46cnAgBQ5dwqvFxxD6HBAWg58WZoWLFjg6OdWr16Ns88++2Chc2YUJ4ybSKVSSMWoQpq50HkYVmsdcFvoHCieq63m38eFcuiOUa8ppQqh5vQ9/j6PMxGlwiWToUD7+OOH1obx0n1P3dyrBwBh1FlxQ6Fi51zTiEWSSkMVC/06LeTUvYkTS9vENjYaopSV+M5Fsos1KlHnaU7t2LWLHtV5WuYbd3hd/4I6DEwkaH3cv582i0GWUnVbUyqIMcXv8XXX0ZxrrgNYagzC24TOTuMa6S5KmdP31Pc9mTQ27k7WMauD1kyGaqfx/6NB3yIB7urf+omdKGUlUAfhlGK3ZDpN6+XOnYbLuJIK8AeBur/dty/ctE+dCPUMrq2tDdddd93Bz1esWIG5c+dK4fMD2KXv6bJZCgqnTinO1QaKL+JyyhwOUXdKqSdHvHCbOzIxskkMD3Uz88gj9NjeTl8HjGvFbrZCWF03NX3Pqh5LOWFRqqPD2IgwapHzShTc1cDMr1NmTt3zWuScUYudW40ZL+KGWZRSsXL4Cf5j7rbqp3DDm8Og1zWn6XtBx5TpNHDWWSQc3XOPf4IUYIhSH3xgfE3X9D0nhc4Bdw07zAetxdZIoXwE1bCjGG5qSqmiFM8Hdk4pp7ERuyUzGSOFb/hwY6zKWmZPVZVxneJcVypUuaO5uRmzZs3C9ddfj+bmZqxbtw5Lly4N8ylojdkpFZdNsFNRCjBytYvdtHEtdB42UXdK8SLN6TcAPXIqjhosWhXMFvzHSW2YL37R+PliqQ9W10115Ogm/k+eTM9l/36qFTJxovE9v4qc64rq/urtLZ7S4oRSO+8xqihl55QCijulVFiUsurhEpf1v9wEWTZh2DBKOQu6o5JVmo3VRjQMAf4f/xG44w5aU6ur/XPusCi1YQM9plL6xndmQdDOjVtbS2PDreNX475FAoKrjVgMr04pvo/MTmW3Til1DPIc8/rrhmgqY7Iw9fV0jUSUCpEZM2YcrCkl5MM3MU8WcQlK1dfNKRuFRCknudpxLHReDirFKVVbmz9WamvpNYlTKnyc1IZxI14USt9Ta0rp4pSqqgKmTSOHz7p18RKlEgmjc5FfAX2pnfcYK6eUusk0ixtOHDeFnFIigoeD+VDMz3k+rHXNavNYru57779PKWUjR/qbUmYWpXRN3QOG1pSyE6jdOKXUg1aN+xYJcNcp3E84Di9UU8q8x0omjdjXXLrCS2zEY/B736PDFnOTGsGe+nrqLiqilKAFXk5aKwF1wuMuNXaBodNc7TgWOi8HUXdKmYucMzU1IkqVC6e1YZzW4ygmSulWUwqgFD4WpU491fh6pYtSAN2LfolSvb3A+vX0sZ+ilBunVKH5glMcCqXvyXwTLOb0Pb+dUkDwmwynhc6DjikzGeD224Grr6a5mh09QOmb0pEj6XHTJnqMgihVzCllFq8Koabvady3SIC+TqlcziiibTXPqaKU2pHUbaHzdBpYvJjWtfp6GZNOMXczjyMaheGCl5PWSkBdqAcGCotSTk8g4ljovBxE3SnFQYNZlCrUraTS78eokErReCsW0FvV5tHZKQVQBz5gaAc+taZUpZJK0ev045SZ63I1NxtOC684dUqZnc5O0vdElCofQcZdYa1rhdL31PnR6/rshKBTyvj+5degsyhljh/sxpSXmlIyH+gPO7fDdrywmGFXUwqgmNdOlKqqoj1TLkfPnQ/33c4XmQwwbhytmVxTSoSp4pj3U3FERCmNiHtNKaD4a3d6AiGFzsMh6k4pHkfmkyARpfQnlaLx4nQuUK+b7k4pdvVw6hnDTqlKF6UAZxu1YqhFzks9oChW6NxL91wn6XuyhgVLkHFXWCffhdL3VHGXX2MQa1jQKWVmUVnXIudAfsde/gd4j2cBOWiNEuVyStml71VXG2JTby+tZVZjMpGgOYS7zDJunFIsTl90kf9uyUpHRCkRpbQirt33uMi0VTttq5pSgBQ614WoO6Xs0vdElNKfUgRqK6eUTvMsO6U2baINLQeZHChWevoe4E9A71eRc8A6fa9QTSk33fek0Hn5MM/1QdSUCqvQeTnT94JOKTOLUlFwSgH0/vtdU0rQm3J137NL31PFpmLzHP+cGos7FaWkAH9piCglopRWxDV9DzDspE5FKSl0rgd+O6V6e2nchyUQiFMquli1PLciijWlmpqA0aOpc9c77wAf+Qh9PS41pQB/Anp2SpVaTwoQp1SlYicm+jEf8OYwyMMWuy5ZhdL3dJrrnDJsGL0+fj1REaX6+orXlHLbfU/QG6f7FL+xE6UAGmu9vcZzKiRKAcYBGLusnCAF+EtDRCkRpbQirul7AAWGPT3O0/ek0Lke+OWUUhfRffuMAsBBY1fIUUQp/XGa5lWsplSQdVZK4dBDSZRaty6eolSp6XuDg0ZNrqCcUuqY8eKU4nmONwuqY1Pmm3AIMu7idS1IpxR3LQaKO6V0dIU6JZEgt1RnJ32usyjFzpS+PuOgDSjNKSXpe9HBz4MVN9jVlALcd4RkId1NXCQF+EsjrMYYOiOau0Z4CWorBbvURSl0rjeqKJXLeT9lrq42Fs0wU/gkfS+6uHVK2dWU0nWjduih9LhunfG1uBQ6B0oP6DdsoPu3rg6YNKn058Xv+e7d1ptML91z6+uN75vdUjLfhAPPI0GIUmGkpatrVLGaUlEvCaGm8OlcUwrIFwWLFTp34qiR9L3oUK70PRYzColSbp1SbjvvCd4Rp5SIUlrhxf5fKaibRKB0p5RYncOBlf1cLj/w9uI6KUddKUnfiy5OHTVO0/d0dEoB+aJUnJxSpaY+cOreoYf6czjBotTOncbXSnVKJRL2KXxWDj/Bf8JwSgW5ySgmSlVK+h6QL0rp7JQC8gWnYgKAE6eUzAfRQcf0PbMAWkwo9eKUEkpDRCkRpbQiroXOAeeilNMTCBGlwoGvB2BsmAFvY7YcopSdU4rHo4hS+uJUvCiWvqe7U6qjwzglj5MoVWr6np9FzgFDlFLFo1KdUkBxUUrmm2BxGnt4IYw1TZ2/VPHVan4UUSo81HnMbi5wM9eJUyo66FboHLBP3xOnlD6E1a1VZ2R604i415QCigf0bkUpSd8LlkTCuCZqB6moOaXs0vd4PALxuh+jgF/pe7o6pVpbaf7bv5/qqORyhihVyel7fgX0fhY5BwwhkDeHQGGnlFOns50oZTVuBf+xS9/zQ7gJY5NhVxdRRKnyYpW+JzWl4kE5akrlcsbfKyRKuU3f0y0uqmSkppSIUlrBNz9PFnHaBLt1ShXbiEqh8/DgwJs3zImEt9M8Sd8T3OBXoXNdnVLV1cC0afTx22/nd3GqZKeUmzorduRy/juleH5izPOc10MlcUqVlyAPA3nMBClKWXWCBKzvo0oSpaJYU0q678WDcjilVCFDakpFE0nfE1FKK7za/ysBp4XOebIvdtPKqVJ48ETKTimvJyvlTN8TUSp6OA3onTqldJxn29rosaPDCBKTSf03ZKXgR02prVtpPqqqAqZO9eVpoaoq/303z3N2NaVKTd+TTWiwmA/E/KzlySffYRQ6N69hVgd4Os91hViyBMhkrJ1SmQx9XzdUUbBY/R5J36ssylFTioXvZNJaSDKL1MVEKZ6zRJQKDxGlRJTSCq/2/0rAXMOnVKeUnCqFh9kp5TXgFVFKcINbUSpqhc6B/GLnaupeJYvtfgT07JI65BB/g2o1bdI8z3ltVMKilJr+DEj6XlgE2X1PTcdQ0z79hNco8/xVKH0vamMqmQTa24Gnnza+NmwYCVLt7XrGeVY1pewa97gpdF7Jc3+lUI70PbWelNUY8VpTSse4qFKRmlJAxM5LKhupKVXcKSXd9/Qjyk6pYjWlRJTSF7c1pYqJUjq6B6xEqUpO3QP8Sd9jUcqvelJMQwO5sADnTilJ39ObIB3qvKblciRMBVEHiZ+33cFKfz/9/URCbwG+EOk0Pd50E7BjB9DSAjz8MPDgg8D8+cb3dUIVBe3GlJu5TkpSRIdypO8VKnIO2Kfv2Y1JSd8LH6kpJaKUVkj3veKCHAsgIkrpQyU4pUSUih5+15TScaPG6XsbNwJbttDHlS5K+eGU8rvIOaM6pczjxatTasQIerQrdC5rWLAE2X2vtpauXzYbnChVrNA5QPdSXZ3eAnwx0ml6/lddBWzeTK/pssv0FKQAKXQeZ/xIQXcLCxl2qf1S6Fx/JH1P0ve0QtL3igeG4pTSj0pwSkn6XvSIQ02p5mZg9Gj6eM0aeqzkznuAPwG930XOmUKilDilokmQNaUSieDXtWLpe4BxL0U9przwQroHq6sp7tBVkALc1ZSSQueVBcfEvb3Bpe2aKeaUMo+1YmNSakqFjypKhTVudEOmN42Ic/qe20LnxUQpvqHlVCl4xCkllAO/akrp7JQCjBS+V1+lRxGlCrN7N9DZSR8H6ZQqVlNKCp1HgyCdUkDwdULsnFLJpDH2entpHuS4SEcB3gmZDN3TxxxDryeTKfczskd18hbrvieFzisLNZ50cm39wKko5bSmlJ3YLQQHrxXZbHjjRjdketMIryetlYDbQufilNKHSnZK8UYFiNf9GAX8riml63XlFL733qPHSk/fK1WUYpdUS4v/Al6QTqnu7vzTUZlvwiFoUSosp5SVo8EqhQyI5kaTi5rPnw88+ig9trfrK0xZ1ZTy2n0vl5OD1iihilJh1ZXyWlPKbkzafS4EB+9vgfim8EX0vKQy4ckhCBu57jgN6KX7nn5UglNK0veiRxxqSgFD3T5xEaW8BvNBpe4BwTiluKZUX59R+0f9fZlvgiVoUYo3iUE5pewKnQN0L+3dO1SUitqYUgUpTtnjx/b2/M91wUmhc6drmCpWS0yrP8kkzSv9/bSO8cFDkPhdU8rucyE4kkm6Tr29dD2bm8v9jMJHRCmNEKdU8cCQA/aBAfpnF/CLKBUeUXZKSfpedIlDTSnAcEoxcRGlvNrXg+q8B7hzSjk9VKqrMzYwu3YZa5zVuBX8J+i4K2hRyqlTil8XoO9cZ0c2a91ljz/ne0UnrGpKee2+p74+iWmjQV2dIUqFgTilKoP6ekOUiiMRW5oqG+m+51yUAujGFVGq/ETZKcULtIhS0cOpKFXMKaV7m/TJk+me4ucpNaUKE5Yo5dQpVWy+SCToJH3bNhKlxo939/tCaZhLB/jtUA96XSvk9FQFXv65RCJ6cdG8efbf080hxVjVlLJr3CNOqcqjro5i4rA68PldU4rRNS6qVOrrga6u+IpSMr1phDilir/26mojp77QCYTk34cHi1Klbu7V4D2szhPSfS+6+FVTijdruor/1dXA1KnG53FxSnk5Ye7rA959lz4OIn1Pfe+d1pRyMq7UulKMHKyEQ1jpe0FtMpw4pXp68oURiYuCx6qelx9OKbl20aDUNHS3iFOqMgh6vdAdTcPweCLd9yjAyuXsX3siQScQ+/cXnuwloA8Pcw57qU6pXI6urV1uvJ9I+l50cVok1mn6no4ngkuW0Bx26KGGA4iFkUyGXlshF0EUKSV975136D0ZMQIYM8bf5wW4c0q5cdxYdeCT+SYcgj4MDKvQeSGnVKG6RkIwqO89x6FeC51L+l70cNqUyS+CqimlY1xUyfD1i6soJdObRkj6Hr121SVjFRg6mexFlAoP8yLodRFLpYzrFVYKnziloksphc7V7oo6O6WSSSrku2GD8bWGBqPwbyXOb2rw7NYxqRY5D8JREET3PcAodm4lSlXiNdYJu86/fs0HvD6Wq9A5kJ9CpuM8V4moLii7MaWuQ4XmOknfix5OmzL5hVunVLGUUkacUuESd1FKlieNMNvI49h9r78/vyCniFL645dTKpGgU+Xdu0mUCsLpYEa670WXUgqdq64WnUUprpdyww10T7S0AA89BPz+99aFfysBNSju6xsaJBdi7Vp6DKKeFFBYlFLHVC7nrlC5lVNKCp2HQ9Dpe7o4pXSe5yoRNYawc0o5nevUmFjS96JB2E4pqSlVGQR9iKE7sjxphJ1TKg5BqRdRqtBmVESp8PBLlALyRamgyWaNe80cDJpPz91uMoXgcStKWdWUyuWM39c1+EqnKUBZtAjYvJnmx4svrkxBCihNlFKdUkFQKH1PdUoVW8PMSPpe+YhD972enng573VAdanxe27nlOKfs5vrimUPCPpRasMOt0hNqcog7jWlZMuuEepGKZuNVxDhJqB3UkCQF3ERpYLHr/Q9INwOfKoLym4h5tNltaaDBIV6wNdIFRetsBKl1OvNi7/O8+xll1EXvgkTaP6rVEEKoPuLr4WbU+ZsFli3jj4OyimlBvyFnFLqGuam0Lmk74WPXfpeJYlSkr4XPk4KnVdVGeOsUBq6Gn8I0YAPz8MSF4KqKSWiVLjEPX1Pwh2NUBcstQBvHDbBaqHzYqIU37SFNiz8f4jVOXj8dkoB4YtShQqdq4X3gXjcj1HA7Kixw2pzr45RXvx1dUoBVENq9Ghg4kRaFzKZcj+jYHHalUrlgw9oTUilSMALgqoqQ2QQp1RlUErXRCcEvaY5qSlVSBgRgsGqyLzVvexkrmNRKpGQmDYq6F5TSkQpPRFRStAGdVOkBrZxCEqtAnq7BVicUnoRVacUL87V1UPHCS/ELEiJKKUfNTXG/OAkoFevm9oWnYM5XTdrXNR8/nzgkUfosb29soUpLwE9p+61tQU773MKX1hOKZlvgoWvz+Bg4c6/Xgk6HcOJU0pEqfBxUugccNawQ+LZ6OFkn+InTmtKcTOpYsX3GZ0P6yoRqSklaIMaBMXNKWVVU8rudUuhc72IqlPKrvOe+Wt9fZK+pyOJBF2n3l5v9eX4d3ke0TH4UgUpTtnjx/b2/M8rCS/1OLjIeRD1pJYsofGTTpMotWWLMc9lMjTGTj2VPh8YyE8ndeJskELn5cM81/sdd5Wz0LkqjIgoFS5WqZN+OKWEaBCmU2pgwHBMFnNKAfkZKeKU0ou415SS5UkjEgmaINiZEaeTUhGloktVFS1chYJjp5Qjfc9q0VUD976+/GAwDvdjVChFlKqupt/jU2gdN2vZrHWXPf68UmuNeEnfY6dUEPWkkklDBFSdUqpoaOWUqq52J0p1d9N4TCTitf6Xk6Ad6kGffBdK31M3xiJKhYvTzodWnX7NSDwbPcJ0SqkCRrGaUkDhlFJxSpWXuKfvyfKkGdXVNFmYA9tKxyp9r5goVWjDInbncKmvN4KqqDilColS7MLp68vvniM1HfQilaJujW5rSgH26Vc6MW+e/fcq0SHFuD1lzuWCdUqp7rTGRvr4+efpb7JouHEjfV11SjkVNliU6u+nTUx9vWxEw8Jcy9NvUYrXNN4I+i0yuk3fE5EzHFQRgIWJQqKUdJOuLJzUvvULFrxrauzjmGSSvjcw4E6UEqdUuMRdlJIpTjPciDOVhFWh82KiVKGbVgqdh4t6OhM1p5RdG2b1BDNO92KUcJLmZZcGZQ62dBSl4orb9L0dO4CuLprvp00L5jml0yRAvf468OqrwLPP5rvYrJxSTueLVMoYj5zCJ3NOOCQS1vGHX/OBmk4ThFuKXThO0/fE+RAO6vrC171QN2mpKVVZeElB90qxelKMVZ0zcUrpRdxrSskUpxmlBLZRRpxS0UYVpaLilOLxI6JUdHES+Nk5pey6pwnlx21Az6l7U6bY389+kE4DEyZQJ8QxY/Ldauoa5sWVYq4rZTduBf8J8jCwutr4/4PYaEihcz1RG6jwPFaoppST9D05ZI0OTsqM+IVTUUoVQO3muaqq/DVHnFLhIk4pQSs4YFCDozgEEW5qSjnJ1Ra7c7hE0SlVqNA5YLwOEaX0pZTUhyik78UVt6JUkKl7KpkMjZupU2mDqHZA5PGTyxkbzFJEKSl0Hh7qYWAQaW5BrmuFajla1ZSS8RQeZoHca/c9iWejRzlqStnVk2LUdbVQTKvGxCJKhUvcRSkJwzVDFWfiFES4EaWc5GrLIh4uUXRKSfpe9HET0ItNPTq4DeiDLHLOmDsh8ucAfa6OHxbT3MyFarFzQJxSYcJzQVAO9WHDKL00iI1GIaeUdN8rL6lU/jX3WlNKnP/RIwynFHeFnTqVPledUtwVVq1L6UaU4uctolS4iCglaIWVUyoOG2E39nknGxZZxMOlEp1SIkrpTynpe+KU0hcnYqNK0E4psyAF5Bc/B4Dzzzd+ntcmN/PFiBH0uGsXrV+8hsmcEzxBl00IwylVKH2vr09qSpUDJ3ULncx1IlBHD7fNOrzAXWFnzqTPWZRS1ysVq5pShYRSQOaLsFFFKe7EGyckDNcMK8dQHDZLXgqdFxKlpNB5uETZKSWiVHRxk75nvnZSU0pf3KTv7d1rdL4LyimVzeYLUgx/ns3mjy8vopSavsfzjdv/Q/CGG6e2F4IsXsuFzguJUj098XLe64LZhV0oVUqcUpVFGOl7vP5cfz3NW8OGWR+gmJ9TsZhWRKnywcIilwEIskamjgQmd6xevRqXXHIJXn755byvd3R0YNmyZWhra0NHRwcWLFiA5ubmoJ5G5OCNkrpAxSGI8FLo3IlTKg7vnQ5E0Skl6XvRx033PXNAL9339MVNQL9uHT2OG2e4jfxGTYEwowb+astt/twpqijFYxaQOScMgk7fC2pdy+WciVLFnBFCMLgRpaTQeWURVqHzdJo6wd59N3D77UBrq7UgBbivKZVMyvoTNjxuAHJLiSjlAyw6rV69esj3zjvvvINCVUdHBy655BIsXbo0iKcRSeIuSg0OGkFWKd33ZBEPF7+dUpxuEGQALd33oo+bgL5Q+l4yKXOFTrhJ3wujnpRTampo3uJ6EOKUigZBFzrn02+/nVIcKwHWh0HqfcQ/K86H8HBS6LyUZh2CvoSRvseMHk3xS00NjTErQQqwrjFXSJSSelLhk0jQ2OnpoTgibp6dQKa4uXPnYsaMGUO+3tHRkfd5W1sbVqxYEcRTiCy8aKnqehyCUqsiscVEqUKF4GQRDxe/nFJqocag3VKSvhd9SqnHoW4QZKOmF25OmXUSpcyHSl4LnauilKxhwaN2Wg3CZR2GKCXpe/rhxI3r5GBF0veihypK8fULgt5e4P776W+MHEn3udoVVsWtU0riovIQZLq37oQ6xa1YsQKjRo3K+9qoUaMsHVVxhSeBuDqlgOL1OJyk7MgiHi5+OaWqqozFPOgJ2Y1TStqz64mb9L1C3fckpUUvnLgHmKCLnLuB17FSC51L+l64mK8bEI30PVXIKFREO5s1flbmuvBw4pRy00FW3LzRQb32Tht2eOGHPwQ2bACOOAJYuZJS99rbrYUppwet4pQqL3yIEccOfKEuT11dXZZf37Fjh+XXe3t70atEpd3cK7mCiatTSl2siwX0UuhcP/xySgEUwPf0AHv2lPb/FKNY9z319FycUnpiJ0pxq+R0eqhrklslq+NUTgT1wmn63sAA8O679LFOTik/C53LGhY8VqKUn+JN0E6pmhrrcaJujHk9FVEqPPyuKSXxR3RQr31QtYEyGeDOO4GWFuDLX6Y5wNwVVk3lc+uUElGqPKgd+OKGFj4SO7Fq8eLFaGpqOvhv8uTJ4T6xMmAOjuJS6ySRMCZHp+l7hWyxUug8XPxySgHhFTt3mr6nFr8V551e2DlquFUyC1D8Ne5Mk0zmj1PZqOmF0/S9d98lYaqxERg/PvCnVRRz+l6polRc1v9yE5ZTym9RqtgapopVvJ7KXBceqhCRSBQWDqVGamWRTLpz/HphcJBS9lpagJNPNr6eTpNjSnXcAiJKRYU4i1KOl6ebb74Z67jNjQVz5szB7NmzC/4fzc3NQ1xRO3bssO2+t2jRIlx55ZUHP+/u7q54YaqUoDbq1NTQRFmsSKzanaC3N/9zRhbxcPHTKRXUqbIZ6b4XfewcNeppIY/NRx8FXnrJ6Ezz858bPy9OKb1wGsxz6t5hh+kx1/M4KqXQ+cCA4WqR+SYcghalgqoRwvOe3fyVSNC91Ntr/G0RpcLDSYq41JSqXFIpuq5BdeA76SQ6aKuvB447Lv97TrvvFapzJnFReYhzTSnHy9OCBQtK/mOzZ8/GTTfdNOTrs2bNsvz5VCqFVMz6IZZi/486NTX0up3WlALoZwuJUrKIh4MfTilOuWpooM/V9D12vBRqze6WYul7IkrpT6FTZg7KvvMdcgns3AlceaXxdTXgkuuqF047F+lU5BwordB5KkX/ensBPruT9SsczGIi4O97H3RNqUKOBh5T4pQKHzVWtXvf3TilZD6IFnV1wO7dwTmlnn2WHmfNciYgSU2paBDnmlKBT3Fqal5bW1ve9zo6OjBr1ixbp1QcMRc6j1MAYX7tdhtF1RZrdwIhi3g4LFlinNQwfB0zGfq+UzjlijeaHESrKVd+Ik6p6FMsoE+n6ZQ5l6PrqZ4eSk0pfXGyUQP0E6VKKXQOGG6pnTu9/b7gDavYw0/nXVDuX6eiFCCiVDnwyyklzv9oona/DAIWpdTUPSfPxy59j+N5K6eU23he8E6c0/cC2bKvWLECCxcuBEB1oZYtW3bwe0uXLsXChQuxbNky3HTTTVi6dGkQTyGyxNkpxa/dSepDsU2LLOLhwELSAw8YX6uu9iYkcR78mjVAZycF8Pz/cMqVn7jpvieilJ4US/PKZOh7iYRRU4pRAy7ZqOmFk/S9XM4QpXTovAeUvn6zKMVOKZlvwqFUMbEYQRc6F1FKT9TYwm5MOZ3rADlkjRosLgQhSm3ZQutfIgF89KPOfkfdNw0M0MfquOR4fvVq+pzHZlAHw4I1cRalAlmeZs+ejdmzZ+O6664b8r22traDX587d24Qfz7SxNkpZV6cCwWG9fVki7W7aaXQeTiwUHTTTbSRamkBfvc7YOlSb0JSOk21f+6/H/jP/6T/LwhBCnBe6FxEKX0p1KUtkwFuvRUYM8boTqN2pBGnlL44Sd/btIk2+TU1gC6lJktdv0WUKg+l1AJzQtDpe4XmL17HRJQKHzeiVCGnlDRaiSZOHb9eeO45evzIRwCnyUbFnFIcZ//oRyR21dQEezAsWCM1pQRtcOMWqjTcnDKLU0of0mkar//6r8DmzXQCc8kl3hews88G/vhHOgWurg5uIZSaUtHHbh7gQOrcc4H77qNF/pJLSOxgYYrdC4Bs1HTDSTDPRc7b2vS5fqWu35K+Vx7CdErlcv7FJU6cUizwSqHz8HGSvlfoYIURp1Q0cdpF1gucunfSSc5/x0lMm07T/3333cBddwFTpoggFTZxdkrJFKcZce++BzgLDItN9lJTKlwuusi4XubaPW555RUKwgYHSeBSU678RJxS0cdOvMhmKZA69VT6fNw42giqrZLFKaUv6nXlDZkZ3epJAaU7pUaMoEcpdB4uQYtS7JQaHDSEJD9wU1NK3OPh46TQudSUqlyCckrt32+k2LkRpYo5pZhPf9ooeRDkwbBgjYhSgjaIKOXstYsopRd33glMm0a1XbJZ70JSJgM8+SSlW51zDgkI7e3BCFNOC53394sopSt29TjmzaNAassW+nz8eON76TR9X2pK6Yu6kebaF2bYKaVLPSnAv5pS4pQKF7Mo5fd8oDYC8TMlw036HiMCfHhI9714w/sUv8WFl16idXHiRHIyOUV15RWKaTdvBlpbgUmTgj0YFqwRUUrQhqBP7HTGTepDsZojcrIUHpwq9bWvAS+84F1I4v9n7lwSpXbuNJwtQQhTUug8+hRLfWBRaty4od8TUUpf1HvS7uBBZ6eUX6KUbELDIei4K5EwNhp+1pVyU+ickbkuPPyqKSXpe9HESW1EL6hd99zscZw4pTIZ4PbbgauvBp54ItiDYcGaOItSsjxpRpy777kpdF7sBIJFqTi9f+XAqggiP6pFpZ3AKVdz5gCPPEIbs1zO+H2+pn4hNaWiT7HORZs302MxUUrcA3pRXU0bsGzWerO2cyewfTsF5G1t4T8/O0p1OotTqjwEXegcoLpS+/eH75TiWImRMRUeamxh976rByt29cY4/pBD1mjB19bPmlLZrFHk/MQT3f2uGi9ZxbR+xvOCd7gGoYhSQtmJc/c9N4JcsRMIPlmSRTxYWEgyL1RehKR58+iRr2lfH03Kw4YF231PnFLRpVhAb5W+x4hTSm9SKbr/eT5YsoSEqnTacEm1ttKpYiZDcw3PIeXCTQq6FVxTSg5VwqXU62aHOmaHDSMhlUUpP8ask5pS5u/JXBcebmpKAeR8s7qWUg8smgThlHrjDWDXLqpTd8wx7n63WPqen/G84B1xSgnaEGenlBsLfbETCMnBD4dCAbVXISmVokl5/34q+Kt2SfOLgQFjjIhTKrqoQb9VQM+i1NixQ39XnFJ6w6IUz/HJpHFay9frsMPyT3fLjXnj6VYAYKcUI+tXOATllFLHLBc737vXvzHrptA5I3NdeLgVpfr6rK+llKOIJkF033vmGXr82Mfcry/qvsnq4COIeF5wj4hSgjbwJMPFXeO0CXZzWsk3rYhSlcmoUcAHH5Ao1drq//+vpgSJKBVd1GvX25v/eS4nTqkoY64XpqYRjBxJH2/aBDz+uD4tq80bfq/pe15/X/BGUE4pdczyBvW++4AXX/RnzHoRpWRMhYeTmlJVVSQ25XI0/hoahv6MxLPRJAhRiutJuU3dA6wP82U+0A/e3/qZ6h0VJBTXDHNQG6fNkpt6HOKUqmxGjiRRimur+I2IUpVBodpD3d3GXCJOqehhFdDzJn7hQrq23d3AN76hhyAFDF2vvabvef19wRulXrdC8Nj83vdovG7bBnzrW/6MWSl0rjfqdbF73xMJukY9PfbFzqXQeTRx0lnRDRs3Au+9R/PT//P/uP99q3lC1hj94OyQnh77OnOVikxxmhFkcKQ75gnTSU0pEaUqE3ZC7NgRzP+vFjm3m/BFlIoGdoEfu6RGjbIWncQppTd2RezTabofczk6UdRFkAJKP1RKpfILU8t8Ew5uYg8vpNM0VnM5Ov32a8w6KXQu6Xvlw4lTCijegU/S96KJ304pdklNnw40Nrr/fav6qbLG6Ac7pdg9GSdky64Zpdr/o4wbQa7YZC+FzqPNqFH0GLRTqtAJM9+L/f0iSulMMVHKqvMeIKKU7thd1yVL6J5MJOifTq2q/ThUUt1ScqgSDkHHXZkMXddEgta0W2/15//14pSSNSw8nNSUUn+umCgl80G08Lv7HotSJ53k7fdraobuiWQ+0I9UyrhOcasrJVOcZpgniDhtltwEhoVssbmc2J2jTtCiFI8bu857gBHoDwwYwb8s4Pph56jZvJkeRZSKJladizIZ2tC3tADHHQdcdBHV69FFmPIj/V6tKyXzTTiUWqC+EFzU/IorgHPOofp2v/iFP2PWi1NK5rrwcCpK2a1hjIhS0cRPp9SePcCaNfSxV1EqkQjeFSqUTiJhjJ241ZWS5Ukz4uyUcvPaC3UnYEEKkEU8qoSZvmeH+j2/uzIJ/mF3ylyoyDkgNaV0x7xR4839Zz8L/PnPJN7Mm5ff4azcqXx+OKVElAqfoDZqape9dJrmqE2byDXlx5j1UuhcRKnwUK+Lk0NWqSlVWVgdrHjlxRfJsX/IIcDEid7/n9pa4/kkk5JNoivDhtG+I25OKVmeNCPONaWcvPYlS2gibWujz82n6Nks8JWvGF+TRTyaBC1KuUnfA0SU0pli6XtWRc4BcUrpjjmgz2Zpc3/00SRKNTfT13lTz26CcuLHoZIqSsn6FQ5BxV08ZnmMnnkmcOedtJ6cf37pY1YKnetNIkFzQn+/P04pERCihZ/pe6Wm7jFOhVIhfHh/yzUIAWPvwfvbefPK9ezCQZYnzYizU8rJaSWfip9xBn3Ok716IqkGehLURxMWpYKuKVUofa+qiv4NDooopTPFRClxSkUT83XlYOzRR+mR5wig/A4pRpxS0SSouMu8gTj0UGDyZOD994GpU4E5c0r7/yV9T39SKRKl/Ch0LvFstPArfW9gAHjhBfq4VFHKafF9IXxU17cqSqn720pHlifNEKeUgdVr583HL34B7N5NNlazRV7dnMrJUjRRa0oF0RLViVOKv69aaON0P0YFqSlVmdhd164uemSnlE6IUyqahFVnJZEgt1QmAzz+uH+ilDil9CWVonpApTilJH0vmviVvvfXv9IYamoCjjqqtP9LRCl94f1te7sRS/z+98Dzz+c7bisZmeI0I86ilNOAPp0GzjsP6OwEVqzIF6QAo1MaIIt4VGFRqq8vmJxqJ4XOASNYFFFKX6zqcQwMANu308dORClxSumHXUDP7knVKaULfhTMFqdU+ARZ6NzMWWfR46pVdLBWCiJK6Q9fm1JqSnFMK4es0UJdw9Rat27h1L2Pfaz0PY2IUnqTTtN+9u9/B159FXjggfgIUoCIUtrhR/eeqOLmlPkrX6EFmnP11RtWCp1Hn1TKsK8GUVdKRKnKwSp9b/t2mgeqq+3FC/VaxmmejQp2aZlxckrJfBMOYZZNOOQQYNo0Es5Xrizt/5KaUvrD778Tp1SxQucyH0QL9d6zu7bFyOWAZ56hj08+ufTnJDWl9CedpvmC7/u4CFKAiFLaEWenlJvX/tBDxg3LObeM1JSqDIIsdu4mfQ8QUUpnrMQLNXXP7nSZi9ACslHTETtRKkpOKRGlokHYbdLPPJMeH3+8tP/HyTpm/p7MdeHiRJQq5pSSQufRRBWlvDr+168HNm6k8TNrlr/PSeYCPclkKL6ZOpW68Kn720pHtuyaEWenlNPAMJOhf0ceCRx7LPDJT1IKH9+4IkpVBmpdKb/hjW4xUYrvRy5UKZtE/bCqx7F1Kz1ape4tWWLMFXx9+TGToe8L5acSnFJe1u8RI4yPZb4Jh7APA1mUevllYNcu7/+Pk0LnnELExCmmLBfqGmNO37NaY5x235N4Nlokk8WvbTGee44eZ8wwsgdKQdL39IZrJH/968ArrwCXX56/v610ZHnSDHFKGVi9drWo+WuvAS+9RJP15MlG14LPfMb4eTlZii7ilBKcYJX6UKjIudrhpLYW2LeP5p44dTiJAnbttOPklJJNaDiE3fW4tRU4/HBg7Vrg6aeBT3/a2//jNn0vkZCYKAzUNUZ1StmtMcWcUlLoPLqkUnRdvXbg49S9Urvuqc+HkXhWL8xNu4D84ufq55WKiFKaEWdRyklgmM0aN+zPfkZf27gRuOgi4/tSFLIyCNIpxcGf05pSHPzH6X6MClYB/ZYt9Dh+/NCfVxf5vXuB4cOB5cuBJ56IV0FJ3bHbqIlTSvAb8/schpvozDNJlHrsMe+ilBOnlCpYSUOHcFDXmMZG+vi554C33rJeY5w6pSSmjR51ddTQwItTatcu4PXX6eMTT/Tn+UhNKX1R97cq/LmaBVSpiCilGWF2gdENJ6LUvHnGx5Mm0eMHH9Aj37jbttGjnCpFmzDS95yKUows4vphlebFopRd5z2eK771LRIc9+wBvvY1EaR0wuq69vYarsVKdUrV1lKaxv79soaFBdeXC/Pw4YwzgJtvBv7yF1rjvIxnJ06p6moaR9lsvOLJcsNryfe/T+LCli3AwoXWa0yxQueSvhdd7By/TnjhBXLJHXaYfSzj9fkAEs/qhrq/NROX2FSmOM0I20auE24D+okT6XHjxvyvywJeGeiUvsfE6X6MCsUKnduRTgMNDbQhHT48Pot+VLAK5lmgrqnxp76G35Syfqt1aNgtVagOjeAv6rULY56fMIHqYuZywJNPuv/9bJY6+AHF1zGuKyXrV7ik0+SUyuVorbFbY6SmVOXC65QXUcrv1D1ARClBb2SK04w4p++5FQBElKpsghSlxClVOVgF9IXS95hMBpgyBTjuOBKm4lJIMipYpe9x6t7IkXqmspSyfnMdmkzGqCtVVWXUmZD1LFjCFqUA4Kyz6NFLFz52SQHF0/J4jhSnVLhkMsDo0VT3tFAXLakpVbnYNewoRn8/sGoVfSyilBAXZIrTjEQif6KI06Th1Sm1ezf9Y2QBrwxYlCpn9z0RpfTHHNDv20fpeAAwdqz176gFJR99lB7j1OEkCrC7w8oppWM9KaA0p1Q6bYzD99+nr61aNbTwqRAM5RClTj+dHl97zSg74BRVwCi2jvEcKTWlwsPNGiPpe5WL1TrmhL/8hVK4R48GjjjCv+cjNaUEnZFzEw2prjaKdcdp0nAb0NfV0YS9fTvVlTrySPq6FDqvDNSaUrmcv9dT0vcqB/NJ5Nat9NjQQKfTZqTDSTSwcsCpTikdKbUmJI+7H/yAXuvGjcB3viPjMQzKIUqNGwccfTTw179So4W5c53/Lq9h5oNMK3iOlPUrHNyuMcWcUlLoPLp4rSn17LP0eOKJ/l531SklzklBN0R31xB1oohTEOHllNkqhU+cUpUBi1J9fUZxY79w2n0vzjXeooJZlCpWT6pQh5P58+PR4SQKWKU9VLJTikmn6cAllyNhTgSpcCiHKAVQFz6AuvC5QS1yXmzTyveSbELDwe0aU6ymlMS00cWLUyqXM0QpP1P3AEnfE/RGligNUYOjOAURXupxTJpE1nfuwAeI1blSSKWMLlQ7dli7XrwiNaUqB3NAX6zznnQ4iQYczMfJKQWQy2LMGBrXI0bQ5zIug6dcotTppwO/+AXwxhtAZyfQ0uLs9/hgxUlKnqTvhYvbNaaYU4rd/xLTRg+rdawYHR0Ux6RSVI/MT0SUEnRGpjgNiatTyosAYOWUElGqcgiq2Lmk71UO5oDeSZFzQX/43lO7jFW6U4rTfi6+mGqKXHyx1DoLi3KJUqNHA8ceSx8/8YTz33O6hgGSvqc74pSqXLyk77FLaubM4genbpGaUoLOyBSnIeUKjsqNF6eUpO9VNmpdKT8Rp1Tl4DZ9T4gGfMIMGNc2ak4pN/OFXR0aKcIfDuV0qHtJ4VPT94oh6Xt647TQudSUih5e0veCSt0DxCkl6I1s2zVEDRziFER4OWWeNIke1fQ9KXReOYhTSiiGWZQqlr4nRIPqamMO52uru1Mqmcxfd9ys31LrrLyU8zDwtNNo7Kxdmx/LFMJL+l6c4skoUcwpJe7/6OI2fW/7duDNN+njE0/0//mIKCXojCxRGhLX9L1SRKnt22nST6UMp1Sc3rtKJWinlIhS0cdtTSkhGiQSNJ/39ETHKZVI0PrNLhY384XUOisv5RSlmpupdsxLLwGPPw585SvFf0ecUpVDsZpS4v6PLm6dUs89R49HHmnEv34iopSgMzLFaUhcRSkvqQ+NjdT6HTBS+MTqXDkEJUo57b4nopT+qAF9Lic1pSoJ1QWXy+kvSgHxTb+POuW+bmedRY+PP+7s5504pZYsobRPK1Eqk6HvC+VH0vcqF6susoVgUerkk4N5PlJTStAZEaU0JK7d9/iUmXE6YZpT+MTqXDlI+p5QDA76BgbIMTkwQHPJ6NHlfV5C6agB/Z49Rmq2rul7QHwPlaJOua/bKafQc+joAN57r/jPO1nDkkmqR/bKK/Q5v0auXyYxkh6YD1bMcEwr80n0YKfU/v3Ff7a3l9ySQDD1pAARpQS9kSVJQ8odHJUTL6/dXOxcRKnKIQhRKpeTQueVhHqN3n+fHkePjpegX6moohS7JRsa9L625XbcCN5Q55FyjK/GRmDWLPrYiVvKiSjF9cheeAHo7KTXZVVQXygvfA1zOaPTqIo4paKLm5pSL79M9/X48cC0acE8H0nfE3RGtu0aEueg1strtxOlZAGPPixK+Zm+x7U4APeilAid+qFeQxalJHWvMlBFKU7d09klBcS3UUnU0SHu4i58jz9u7ZhRcer2TaeBM84gUeqOO0SQ0hF1DbNK4ZOaUtGFr62TmlKcunfSScHtX0SUEnRGpjgNibNTyktgaE7fk0LnlYNaU6pYkO4UNeiT9L3oo6b9bthAj2PHlu/5CP6hBvQsTOtcTwrQQ9wQ3KND3HXKKTR+1q8H3nmn8M+6KXT+hS/QPFlVRa9TBCm9qKoa2mlURdz/0cWpUyqXA559lj4OKnUPEFFK0JvAprjVq1dj5syZll9fvXo1AKCjo+Pgx4KBDsFRufCzppQ4paIPi1J9fc5y8gvBRV85OOAgHbAv+iqiVDTgQEucUpWFWmslik4p2URGBx1qrQwbBnz0o/TxY48V/lknhc6ZDRuAtjagtZXSwzKZ0p6n4C+JROFi5xLTRhenTqm//53KVAwbBhx7bHDPR4d5ThDsCCRkWrZsGQBYCk433XQTZs6ciUQigUsvvRRtbW1BPIVIE+eTVi8TJqfvbd5MAZecKlUOqRRQX08fl1pXiou+3nGH8X8nEoWLvoooFQ3MotS4ceV7LoJ/RNkppbofBP3RJe5ymsLn1CmVydC/r3+dhK7582m9E2FKL/g6ilOqsuD4tZgoxS6pE05wJjR7pbraGEcSzwq6EUjFg7lz59p+b+bMmdh5ILps1v3Is0zEuSaFF6fU6NG0eentJWFKFvDKYuRIcknt2EEnvV7hlIVf/pJcF0ccUbzoq4hS0YDFi02b6FFEqcogyjWlZK6IFrrEXSeeSON+40Zg7Vpap6xw4pSyWt/4sb09/3OhvKRSwO7dhZ1SEtNGD3UNK0QYqXtMKkUxtaxRgm6UZYprbm4WQaoAupzYlQMvrz2RACZMoI83bhSrc6Wh1pUqlQsuIGt0Zyfw/PPFi76KKBUN+DrxvS/pe5WBmr4XNadU3A6Uoo4uaS319SRMAYW78DkpdJ7NWq9v3JWP50uh/BRK35NC59FFrSll53zcvBlYt472LB/7WPDPiddViWcF3Qg9bOrq6jqY3rdq1aqCKXy9vb3oVeTl7u7uUJ5juVEnirgFtl4FuYkTgXffpbpSvCGVCbcy4E1oqel777wD/OQnlLufSADDhxcv+iqiVDQwd1EUp1RlwAF9T484pYRg0amW55lnAk88QaLUggXWB2xO0vfmzbP/njik9EIV4M3IQWt0MXdWtOr4zF33jjkGGDEi+OfEc0bc9peC/oQ+JBcsWHDQJdXW1oY5c+Zg3bp1lj+7ePFiXHvttSE+Oz2Is1OKJ8lEwt0CzMXON240NqSygFcGpTql+vqA224DfvtbYHCQxK1Jk0i85KKv4pSKNmqgV1sbTmAnBI9aZyVqTimZK6KFTnHXRz9KjqnNm4E33gCOOmroz7gpdC7oj9SUqkz4YAWglDkrUYpT99ghGTTilBJ0xbEodfPNN9uKRwAwZ84czJ49u+j/09HRgRkzZgAgUaqjowMdHR2WbqlFixbhyiuvPPh5d3c3Jk+e7PQpRxadTuzChhdmt69b7cA3fTp9LAt4ZcCbUC+i1F/+Qu6oDRvo88ZGOmFesICEKK65AVgLU+aAP273Y1RQA71x40SQrhTU1AdxSglBokv6HkDz2UknAY8+Sm6pQqJUsULnQjQo5JSS9L3owp0V+/qsBcd9+4BXXqGPg6wntWQJjZ90eqgolcmQ8FnIWSkIYeBYlFqwYEHJf2z16tU4++yzDxY6Z0axFcJEKpVCykpWrnDUjXDc7JVeA3ruwPfBB3KqVGnw9OAmfW/3buDGG4EHHqDPR48GPvQhOpFiQQooXvRVnFLRQL1OUk+qcuDlf+9euqcBcUoJwaDbYeBZZ5Eo9cQTwBVXDBXaRZSqLAo5pQYH6VEOW6KDWQTq6zM68Kki0EsvkWO/tRUI0nPB3aeBfFFKbYYgCOUmcMmjq6srL13vuuuuO/i9FStWYO7cuVL03IRuwVGYeA3o2Sm1aZMs4JWGm5pSuRwF8TfcYDgrPvMZ4JJLgGXLSJiyKvoKWBd9NYvCInTqidkpJVQGvFHbsoUek0lyO+oMzxlxO1CKOjql7wHUGn74cGDbNuC11wwHOCOiVGXhpNC5DuNScIYqAtXV0aFKb+9QEeiZZ+jxxBOD3bOoB7AcL61cCfz1r4Wb/QhCmAQSNq1YsQKPPPIIAKoLdcIJJxwUn2bNmoXrr78ezc3NWLduHZYuXRrEU4g0ugVHYeJVlBo3jhaBvj5g61Zv/4egJ07T9zZvBn72M+CFF+jzQw4BrrqKikcC3oq+qtbrZFKETl0RUaoy4fS9zk56bG7W/x4Up1Q00S3uqqkBTjkFePhhSuEzi1JOCp0L0aGQKCWFzqOHKgL19dH1XboUWLHCEIGyWeoCDQAnnxzec/rud0kk27YN+Na3RJAS9CEQUWr27NmYPXt2niuKmTFjxsGaUoI14pRy/7qrqyltZ9Mm4P336WuygFcGaqHzXG7odc1mgXvvBW69lU6iqquBCy4Avvxlf4rAsigVt3sxSqiilKTvVQ58XfmgIQqmanFKRRPdRCmAuvA9/DDw5JPA176W79SVQueVhRQ6rzxY7PnXf6XUvS1bgIULja+//jrQ3U3u36OPDu85/ehH9Hfr6kSQEvRCpjgNEVHK2+tWi50DsoBXCixK9fVR9xKVt9+mehv/+78UzB1zDPCrX9FC61ew7rX4vhAeqltg7NjyPQ/BX1iU4pRs3etJAeKUiio61vKcOZM2rDt3Aq++mv89cUpVFlLovDJJp4ExY+gabtpEDn6Gu+599KPhrReZDNDSQs0TGhroc0HQBU2WXkFFxxO7sCilc9GkSVQ0kJ1SsoBHG7VQZH09CVI7dgDDhpEr6qmnqKteNku1Ny67DPjUp/x3yIkopS88RqycUtJRJvqY+5xEySkl80W00DHuqq4GTjsN+POfgcceA44/3vieOKUqA17DrNL3eA2T9L3okslQo52eHopXzz8fuO8+YNYs4Lnn6GdOOimceIXrWV14obPu04IQNrJt1xD1lE6XE7uwKOWUmTvwbdtGjyJKRRsuFJnJ5Bc7v/Za4JprgBdfpEX89NOB3/wG+PSngwnaRJTSFx4jL75ofG3cOCPYkjkg2phFqSg5peK2dkcdHUUpgFL4ADqEGRgwvi5OqcqA17DVq+lzFqUuuQRYvJi+b07fy2RIzBL0Ri1q/uabwIc/TCl8555LtaXee4/mmrffDj5eUZ+L2n16/nwjzhaEciNhk4aowVHcNlV+pO8xcXvvKg21UCRv8L72NWDNGrIfH3MM8C//QqdMQSKilL7wGLnuOgrcjzgCuPvuocGXEE3EKSWEha6i1HHH0bjv6gJeeYW68gHilKoUeI1avJgeuUPbypXGz6iilLl7m6AnViLQ88+TQ+pvf6OvfehDdP/eeWfw8Uo2a/03CnWfFoSwEVFKQzggimO3Lz+cUkzc3rtKhBfM732PCjPmcsCECcDllwMXXUSpfEEjNWL0Jp2mU+bf/IY6ynR3iyBVKUTJKcVpOFbzhaSS6gtft9NOM77G106H61ZVRW7g++6jFD6zKCVOqeiTTpNg8dvfAj/+Mc1zX/gC1dP89a+N8fjwwyRWyfqmP1YiUE0NXeeZM4F336U6cRMnAt/+dvDX00v3aUEIG/GSaEic7f9+ilLilKoM0mmqGZXLkQi1bBk5psIQpABxSkWBL32JROjaWpo3JciqDKLklOI0HC5eqwobkkqqL3zd7rvP+Fp1tV7X7ayz6PHpp420PRGlKovPf57WsP37qSD2M88Af/wjpXutXk0CxgMPiCAVFebNs75O9fUkTI0cSdd79Gi5noLAaLDcCmbibP8v5bWnUjTBMzoEk0LpZDLUUe3II4HDD6di9mEiopT+vPUW0NYGTJ1KdVekPkJlECWnFNfnePJJoLOT5gurFA5BL/i63XMPXTeA0ml0um7HHEOxzd69wKpV9DURpSqLDRuoM9vEiUBTE31t2DBq3JFI0KFcfb0e41EojT/8gWLZY481UjIFQRBRSiuWLKHJyc7+X8mFDf167WpdKRGloo/aLeS55+gx7KKMIkrpDc8PX/86pbdI4c7Koa4u/3OdnVIAbRjnzCFx45579BI2BHvSaeCCC+i6vfoqcNttel23RAI44wz6+PHH6VEKnVcOmQyln3/zm8Drr1MzFwD44hfJBXzYYcBRR1F8LOtatFFjWolXBCGfGCaI6QvbyNmqza6hOBQ25Nd+3HH0uTn1welrnziRCmHz/ylEF7tuIUC4bWxFlNIXXcaIEAzmDbfOTilm0SLgd7+j5yqppNHh0kuBn/6UBCAdr9uZZwL33ktpXfv2GYWJpdB5tCm0hnHx80WL6Gv8s+rPCNFB4hVBKIyIUhrBk9EvfkEFe0ePjo/9n1/bT35CtvTp0729dtUpJYXOo40u3UJElNIXXcaIEAyqKJVKDXVO6chDD1EqaXW1kUpayWt3pXDbbRQ/6HrdjjoKGDeOagypndnEKRVt7NYw5pRTRMCoFCReEYTCiCilGek0WcgXLwZ27gS2b698QYpJp4E33gBuvJGKjq5Z4/61q8XOxSkVbXTpFiKilL7oMkaEYEgkSIzq7Y2GS8p8kCLOhmgQheuWSJBb6u67qQsbI06paGO3hmWzhkNKRQSM6CLxiiAURkQpDfnWt6gNbF2dnjbyIPnud8mi3tTk7bWLKCX4jYhSglA+amtJlNK9npSkZkSTKF03FqVeeYU+TyZlXapURMAQBCFuiCilIbfdBkyYoK+NPEiWLfNuoV+yhDYvjCpKZTJ0slRooRcEK6yK7wuCEA51dZTOrrtTSlIzokmUrtsRR1BsuGkTfS6pe4IgCEKlIKKUZkTBRh4Upb72ZBK46y6gq4tO1VmUikOheMF/liyhMWTllBKRUxCCg++9dJrS9wDDKaXrvSfOhmgSpev2m9/k11VTU/d0vS8EQRAEwQkiSmlElGzkfuPHa+fvL1oE9PTQpiYuheIF/+GOkB/6EH3utSOkIAju4HsPMEThkSPl3hPiTTIJ/O1vwK5dQEuLcW/IfSEIgiBEHRGlNCJKNnK/8eu1p9NUJP2xx6hg+sSJIkgJ3uAxc/31wOAgiVIicgpC8KgHEux4ffVV4PXX5d4T4ks6DeRywMKF9PmECbImCYIgCJVBIpfL5cr9JJzS3d2NpqYm7Nq1CyNGjCj30xE05fbbga9/ndonT54MPPJIuZ+REGX+5V8obaK5GZg6VYJ/QQiLTIaaX+zeDRxyCPDNb8q9JwgXX0wNYerryckra5IgCIKgK071G+lPJlQc+/cDra10isjF0gXBKxdeSO24a2vj1w1TEMpJOk1z+fjxwKhRcu8JAgD88Ie0HjU0yJokCIIgVAYiSgkVRSYD3HkncPXVwOOP0wlie7sIU4J3/vIX4KijgClTROQUhDDJZGjz3dpKKdxy7wkC8PDDtCYdcoisSYIgCEJlIDWlhIohzoXihWDgMbVgQfy6YQpCOYlzJ1pBsEPuC0EQBKESEVFKqBjiXChe8B8ROQWhPMi9JwhDkftCEARBqFRElBIqhnnz7L8ngZrgFhE5BaE8yL0nCEOR+0IQBEGoVKT7niAIgiAIgiAIgiAIguAb0n1PEARBEARBEARBEARB0BYRpQRBEARBEARBEARBEITQEVFKEARBEARBEARBEARBCB0RpQRBEARBEARBEARBEITQEVFKEARBEARBEARBEARBCB0RpQRBEARBEARBEARBEITQEVFKEARBEARBEARBEARBCB0RpQRBEARBEARBEARBEITQEVFKEARBEARBEARBEARBCJ3qcj8BN+RyOQBAd3d3mZ+JIAiCIAiCIAiCIAiCYAXrNqzj2BEpUWr37t0AgMmTJ5f5mQiCIAiCIAiCIAiCIAiF2L17N5qammy/n8gVk600IpvNYuPGjWhsbEQikSj30ymZ7u5uTJ48Ge+//z5GjBhR7qcjCFoh94cgFEbuEUGwR+4PQSiM3COCYI/cH/6Qy+Wwe/duTJw4EcmkfeWoSDmlkskkWltby/00fGfEiBEy2AXBBrk/BKEwco8Igj1yfwhCYeQeEQR75P4onUIOKUYKnQuCIAiCIAiCIAiCIAihI6KUIAiCIAiCIAiCIAiCEDoiSpWRVCqF73//+0ilUuV+KoKgHXJ/CEJh5B4RBHvk/hCEwsg9Igj2yP0RLpEqdC4IgiAIgiAIgiAIgiBUBuKUEgRBEARBEARBEARBEEJHRClBEARBEARBEARBEAQhdKrL/QTiSEdHB5YtW4a2tjZ0dHRgwYIFaG5uLvfTEoSysXr1agDAjBkz0NHRga6uLsyYMQOA3C9CPFm9ejUuueQSvPzyy3lfL3Q/yL0ixAm7e0TWE0Gg+2DFihUAgFWrVuGWW25xtFbIPSLEhUL3iKwjZSAnhM6MGTMOfrxu3brc3Llzy/hsBKH8LFiwIAcgByA3e/bs3M6dOw9+T+4XIW4sXbo09/LLL+esluhC94PcK0JcKHSPyHoiCLncddddl/exOvZlHRGEwveIrCPhI+l7IdPR0ZH3eVtb20GVVhDiysyZM7Fz507s3LkTjzzySN6JnYrcL0IcmDt37sETOZVC94PcK0KcsLtHAFlPBGH16tVYvHjxwc/nzp2L1atXo6OjQ9YRQUDhewSQdaQciCgVMitWrMCoUaPyvjZq1KiDNkFBiCvNzc1D7K9yvwiCQaH7Qe4VQTCQ9USIMzNmzMAtt9xy8POuri4ANN5lHRGEwvcII+tIuEhNqZDhQW9mx44d4T4RQdCIrq4uLFu2DADldV966aVoa2uT+0UQFArdD3KvCAIh64kgkPODufvuuzF79mw0NzfLOiIIB7C7RwBZR8qBiFKaYDfIBSEOqEUC29raMGfOHKxbt8725+V+EQSDQveD3CtC3JD1RBAMeHNtbghg9XNevicIUcfqHpF1JHwkfS9kmpubh6ipO3bskKr9QqxRc7S5m0VHR4fcL4KgUOh+kHtFEAhZTwTBYOHChXk1cWQdEYR8zPcIIOtIORBRKmRmz55t+fVZs2aF/EwEQQ9Wr16Ns88+e8jXR40aJfeLICgUuh/kXhEEWU8EQeX666/HwoULD6YddXV1yToiCApW94isI+VBRKmQaWtry/u8o6MDs2bNEoVViC1tbW247rrrDn6+YsUKzJ07F83NzXK/CLFHtYQXuh/kXhHiivkekfVEEIBly5ZhxowZBzfb99xzT9H7QO4RIU4UukdkHQmfRC6Xy5X7ScSNjo4O3HTTTTjhhBOwatUqLFq0SAazEGu460tzczPWrVuXtxjI/SLEjRUrVuCRRx7B9ddfj29/+9s44YQTDhbkLHQ/yL0ixIVC94isJ0Lc6ejowKGHHpr3tebmZuzcufPg92UdEeJMsXtE1pHwEVFKEARBEARBEARBEARBCB1J3xMEQRAEQRAEQRAEQRBCR0QpQRAEQRAEQRAEQRAEIXRElBIEQRAEQRAEQRAEQRBCR0QpQRAEQRAEQRAEQRAEIXRElBIEQRAEQRAEQRAEQRBCR0QpQRAEQRAEQRAEQRAEIXRElBIEQRAEQRAEQRAEQRBCR0QpQRAEQRAEQRAEQRAEIXRElBIEQRAEQRAEQRAEQRBCR0QpQRAEQRAEQRAEQRAEIXRElBIEQRAEQRAEQRAEQRBCR0QpQRAEQRAEQRAEQRAEIXT+f2/3IUSdEuLBAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.6945, dtype=torch.float64)\n", "tensor(1.8486, dtype=torch.float64)\n", "\n", "tensor(0.3136, dtype=torch.float64)\n", "tensor(0.3451, 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": "f0a0f3e2-e63c-4ad1-b371-1b9d23726e5b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Beta-beating and dispersion\n", "\n", "bx_ref_bb = 100.0*(bx - bx_id) / bx\n", "by_ref_bb = 100.0*(by - by_id) / by\n", "bx_res_bb = 100.0*(bx - bx_result)/ bx\n", "by_res_bb = 100.0*(by - by_result)/ by\n", "\n", "def rms(x):\n", " return (x**2).mean().sqrt()\n", "\n", "rms_x_ref = rms(bx_ref_bb).item()\n", "ptp_x_ref = (bx_ref_bb.max() - bx_ref_bb.min()).item()\n", "rms_y_ref = rms(by_ref_bb).item()\n", "ptp_y_ref = (by_ref_bb.max() - by_ref_bb.min()).item()\n", "\n", "rms_x_res = rms(bx_res_bb).item()\n", "ptp_x_res = (bx_res_bb.max() - bx_res_bb.min()).item()\n", "rms_y_res = rms(by_res_bb).item()\n", "ptp_y_res = (by_res_bb.max() - by_res_bb.min()).item()\n", "\n", "s = ring.locations().cpu().numpy()\n", "bx_ref_np = bx_ref_bb.cpu().numpy()\n", "by_ref_np = by_ref_bb.cpu().numpy()\n", "bx_res_np = bx_res_bb.cpu().numpy()\n", "by_res_np = by_res_bb.cpu().numpy()\n", "\n", "etax_ref = etaqx - etaqx_id\n", "etay_ref = etaqy - etaqy_id\n", "etax_res = etaqx - etaqx_result\n", "etay_res = etaqy - etaqy_result\n", "\n", "rms_etax_ref = rms(etax_ref).item()\n", "ptp_etax_ref = (etax_ref.max() - etax_ref.min()).item()\n", "rms_etay_ref = rms(etay_ref).item()\n", "ptp_etay_ref = (etay_ref.max() - etay_ref.min()).item()\n", "\n", "rms_etax_res = rms(etax_res).item()\n", "ptp_etax_res = (etax_res.max() - etax_res.min()).item()\n", "rms_etay_res = rms(etay_res).item()\n", "ptp_etay_res = (etay_res.max() - etay_res.min()).item()\n", "\n", "etax_ref_np = etax_ref.cpu().numpy()\n", "etay_ref_np = etay_ref.cpu().numpy()\n", "etax_res_np = etax_res.cpu().numpy()\n", "etay_res_np = etay_res.cpu().numpy()\n", "\n", "fig, (ax, ay) = plt.subplots(\n", " 2, 1, figsize=(16, 10),\n", " sharex=True,\n", " gridspec_kw={'hspace': 0.3}\n", ")\n", "\n", "ax.errorbar(s, bx_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\beta_x$')\n", "ax.errorbar(s, by_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\beta_y$')\n", "ax.errorbar(s, bx_res_np, fmt='-', marker='o', color='blue', alpha=0.75, lw=2.0, label=r'final, $\\beta_x$')\n", "ax.errorbar(s, by_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\beta_y$')\n", "ax.set_xlabel('s [m]', fontsize=18)\n", "ax.set_ylabel(r'$\\Delta \\beta / \\beta$ [\\%]', fontsize=18)\n", "ax.tick_params(width=2, labelsize=16)\n", "ax.tick_params(axis='x', length=8, direction='in')\n", "ax.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_x_ref:05.2f}\\% \\quad RMS$_y$={rms_y_ref:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_ref:05.2f}\\% \\quad PTP$_y$={ptp_y_ref:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_id)}{(nux - nux_id).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_id)}{(nuy - nuy_id).abs().item():.4f}'\n", " rf'\\quad C={c_id.item():.6f}'\n", ")\n", "ax.text(0.0, 1.10, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_x_res:05.2f}\\% \\quad RMS$_y$={rms_y_res:05.2f}\\% \\quad '\n", " rf'PTP$_x$={ptp_x_res:05.2f}\\% \\quad PTP$_y$={ptp_y_res:05.2f}\\% \\quad '\n", " rf'$\\Delta \\nu_x$={(lambda x: '-' if x < 0 else '~')(nux - nux_result)}{(nux - nux_result).abs().item():.4f} \\quad $\\Delta \\nu_y$={(lambda x: '-' if x < 0 else '~')(nuy - nuy_result)}{(nuy - nuy_result).abs().item():.4f}'\n", " rf'\\quad C={c_result.item():.6f}'\n", ")\n", "ax.text(0.0, 1.025, title, transform=ax.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "ax.legend(loc='upper right', frameon=False, fontsize=14, ncol=4)\n", "ax.set_ylim(-20, 20)\n", "\n", "ay.errorbar(s, etax_ref_np, fmt='-', marker='x', color='blue', alpha=0.75, lw=2.0, label=r'initial, $\\eta_x$')\n", "ay.errorbar(s, etay_ref_np, fmt='-', marker='x', color='red', alpha=0.75, lw=2.0, label=r'initial, $\\eta_y$')\n", "ay.errorbar(s, etax_res_np, fmt='-', marker='o', color='blue',alpha=0.75, lw=2.0, label=r'final, $\\eta_x$')\n", "ay.errorbar(s, etay_res_np, fmt='-', marker='o', color='red', alpha=0.75, lw=2.0, label=r'final, $\\eta_y$')\n", "ay.set_xlabel('s [m]', fontsize=18)\n", "ay.set_ylabel(r'$\\Delta \\eta$ [m]', fontsize=18)\n", "ay.tick_params(width=2, labelsize=16)\n", "ay.tick_params(axis='x', length=8, direction='in')\n", "ay.tick_params(axis='y', length=8, direction='in')\n", "title = (\n", " rf'RMS$_x$={rms_etax_ref:.4E} m \\quad RMS$_y$={rms_etay_ref:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_ref:.4E} m \\quad PTP$_y$={ptp_etay_ref:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.125, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "title = (\n", " rf'RMS$_x$={rms_etax_res:.4E} m \\quad RMS$_y$={rms_etay_res:.4E} m \\quad '\n", " rf'PTP$_x$={ptp_etax_res:.4E} m \\quad PTP$_y$={ptp_etay_res:.4E} m \\quad '\n", ")\n", "ay.text(0.0, 1.05, title, transform=ay.transAxes, ha='left', va='bottom', fontsize=16, fontfamily='monospace')\n", "\n", "plt.setp(ax.spines.values(), linewidth=2.0)\n", "plt.setp(ay.spines.values(), linewidth=2.0)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 67, "id": "3ea9f3c3-a333-499c-be43-592f3d6659b2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503, -0.004437709493812503]\n", "\n", "[-0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495, -0.01996431846272495]\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": "a9c7cc4d-1003-4f5e-90fc-44548845c2f2", "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=(6, 6))\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(-0.3, 0.3)\n", "xmax = np.max(np.abs(dks))\n", "ay.set_xlim(-0.005, 0.005)\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 }