{
    "componentChunkName": "component---src-templates-notebook-tsx",
    "path": "/2025.1.3/examples/tutorials/sources_and_receivers/phased_arrays/tutorial",
    "result": {"data":{"site":{"siteMetadata":{"salvusDocVersions":{"current":"2026.5.0"}}},"jupyterNotebook":{"slug":"/2025.1.3/examples/tutorials/sources_and_receivers/phased_arrays/tutorial","notebook_widgets_root_path":"/jupyter_notebook_widgets","notebook_json":"{\"cells\":[{\"cell_type\":\"markdown\",\"id\":\"80a0b700\",\"metadata\":{},\"source\":[\"# Wavefield Focusing with Phased Arrays in 2D\\n\",\"\\n\",\"This tutorial demonstrates wavefield focusing using phased array beamforming\\n\",\"techniques in 2D. Phased arrays consist of multiple individual transducers\\n\",\"that can be controlled independently to steer and focus wave energy in a\\n\",\"medium. By carefully time-delaying the signal from each transducer, we can\\n\",\"make waves converge at a specific point (spherical focusing) or propagate in\\n\",\"a desired direction (plane wave propagation). This technique is widely used,\\n\",\"e.g. in ultrasonic testing for detecting defects in materials, in medical\\n\",\"imaging for diagnostic purposes, and in underwater acoustics for sonar\\n\",\"applications.\\n\",\"\\n\",\"In this tutorial, we explore two beamforming strategies. **Spherical wave\\n\",\"beamforming** (also called point focusing) uses time delays to make all waves\\n\",\"arrive simultaneously at a target location. **Plane wave beamforming** uses\\n\",\"time delays to create a wavefront propagating at a specified angle. This can\\n\",\"be useful for scanning large areas by steering the beam direction without\\n\",\"moving the transducer. Both beamforming strategies depend on time delays that\\n\",\"control when each individual transducer fires, enabling precise control over\\n\",\"the resulting wavefield pattern.\\n\",\"\\n\",\"Additionally, after obtaining the wavefield, we will use the Helmholtz\\n\",\"decomposition to separate the compressional (P-waves) and shear (S-waves)\\n\",\"contributions. This separation can show how beamforming affects these two\\n\",\"body waves differently.\\n\",\"\\n\",\"By the end of this tutorial, you will:\\n\",\"\\n\",\"* Understand how phased array beamforming works and how to implement it in\\n\",\"  Salvus\\n\",\"* Create both spherical (point focusing) and plane wave (angle steering)\\n\",\"  beamforming strategies\\n\",\"* Set up 2D elastic simulations with multiple time-delayed sources\\n\",\"* Extract and visualize wavefield outputs from Salvus simulations\\n\",\"* Separate P-waves and S-waves using the Helmholtz decomposition\"]},{\"cell_type\":\"code\",\"execution_count\":1,\"id\":\"99d65a9f\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[{\"name\":\"stdout\",\"output_type\":\"stream\",\"text\":[]}],\"source\":[\"import os\\n\",\"import abc\\n\",\"import dataclasses\\n\",\"import functools\\n\",\"import typing\\n\",\"\\n\",\"import matplotlib.pyplot as plt\\n\",\"import matplotlib.colors as mcolors\\n\",\"import numpy as np\\n\",\"import numpy.typing as npt\\n\",\"\\n\",\"import salvus.namespace as sn\\n\",\"from salvus.toolbox.helpers.wavefield_output import (\\n\",\"    WavefieldOutput,\\n\",\"    wavefield_output_to_xarray,\\n\",\")\\n\",\"\\n\",\"# Configuration settings\\n\",\"SALVUS_FLOW_SITE_NAME = os.environ.get(\\\"SITE_NAME\\\", \\\"local\\\")\\n\",\"RANKS_PER_JOB = 4\\n\",\"PROJECT_DIR = \\\"project\\\"\"]},{\"cell_type\":\"markdown\",\"id\":\"fe390194\",\"metadata\":{},\"source\":[\"## Configuration Parameters\\n\",\"\\n\",\"Key parameters for the beamforming simulations that can be easily adjusted.\\n\",\"It is suggested to initially disregard reading these in detail, and change\\n\",\"them later to see how they affect the simulation results.\"]},{\"cell_type\":\"code\",\"execution_count\":2,\"id\":\"26531420\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[],\"source\":[\"# Material properties\\n\",\"# P-wave velocity in m/s\\n\",\"VP_M_S = 5766.0\\n\",\"# S-wave velocity in m/s\\n\",\"VS_M_S = 3430.0\\n\",\"# Material density in kg/m^3\\n\",\"DENSITY_KG_M3 = 1000.0\\n\",\"\\n\",\"# Beamforming parameters\\n\",\"# Focus point for spherical beamforming\\n\",\"SPHERICAL_FOCUS_POINT = (0.005, -0.02)\\n\",\"# Beam angle from vertical for plane wave\\n\",\"PLANE_WAVE_ANGLE_DEG = 20.0\\n\",\"\\n\",\"# Transducer parameters\\n\",\"# Total number of transducers\\n\",\"NUM_TRANSDUCERS = 200\\n\",\"# Width of the transducer array in meters\\n\",\"TRANSDUCER_WIDTH_M = 0.05\\n\",\"\\n\",\"# Calculate focus distance and time\\n\",\"FOCUS_DISTANCE = np.sqrt(\\n\",\"    SPHERICAL_FOCUS_POINT[0] ** 2 + SPHERICAL_FOCUS_POINT[1] ** 2\\n\",\")\\n\",\"# Time for P-wave to reach focus point\\n\",\"FOCUS_TIME_P_S = FOCUS_DISTANCE / VP_M_S\\n\",\"# Time for S-wave to reach focus point at intended focus from center of\\n\",\"# transducer array\\n\",\"ARRIVAL_TIME_S_S = FOCUS_DISTANCE / VS_M_S\\n\",\"\\n\",\"# Simulation parameters\\n\",\"# Simulation start time\\n\",\"START_TIME_S = -5e-06\\n\",\"# End slightly after S-wave arrives at the P-wave focus point\\n\",\"END_TIME_S = ARRIVAL_TIME_S_S + 2e-06\\n\",\"# Source center frequency in Hz\\n\",\"CENTER_FREQUENCY_HZ = 2.0e6  # 2 MHz\\n\",\"\\n\",\"# Visualization time selection (absolute times in seconds)\\n\",\"# Time 1: Early 1 - just as first sources fire\\n\",\"TIME_VIS_1 = -0.6e-06\\n\",\"# Time 2: Early 2 - just as the last sources fire\\n\",\"TIME_VIS_2 = 0.6e-06\\n\",\"# Time 3: Late - when P-wave focuses at spherical focus point\\n\",\"TIME_VIS_3 = FOCUS_TIME_P_S\"]},{\"cell_type\":\"markdown\",\"id\":\"3896937b\",\"metadata\":{},\"source\":[\"## Setting up the Domain\\n\",\"\\n\",\"We start with setting up a Salvus project from a simulation domain\\n\",\"representing a homogenous elastic medium. The domain is `10 cm` wide\\n\",\"(x-direction) and `5 cm` deep (y-direction), relevant to high-frequency\\n\",\"ultrasonic simulations.\"]},{\"cell_type\":\"code\",\"execution_count\":3,\"id\":\"75d12031\",\"metadata\":{},\"outputs\":[{\"data\":{\"image/png\":\"iVBORw0KGgoAAAANSUhEUgAAA9IAAAAQCAYAAAD6W0f8AAAAAXNSR0IArs4c6QAAAARzQklUCAgI\\nCHwIZIgAAACVSURBVHic7dexDcAgEARBsOiC/lsjowOkdwNOLkKWZirYdPveu9Za7ZzTAAAAgG9j\\njDbnbL2q6nYMAAAA/MVzOwAAAAD+xEgDAABAwEgDAABAwEgDAABAwEgDAABAwEgDAABAwEgDAABA\\nwEgDAABAwEgDAABAwEgDAABAwEgDAABAwEgDAABAwEgDAABAwEgDAABA4AXpFw3kfB5PZAAAAABJ\\nRU5ErkJggg==\\n\"},\"metadata\":{\"needs_background\":\"light\"},\"output_type\":\"display_data\"},{\"data\":{\"image/png\":\"iVBORw0KGgoAAAANSUhEUgAAA2IAAAHXCAYAAADeN+l9AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjksIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvJkbTWQAAAAlwSFlzAAAPYQAAD2EBqD+naQAARbVJREFUeJzt3Qu8VWWdP/4HBLkkoKjcFIXMAUwbTUeUUmhKRCUtnQwvTExmOozi5ffLn0iTlwrDHKLGzGJMKTXL1LKZhkBNNEEwFW9j/rygNYpgCkIiArL/r+/z/+0z+5yzz+EcOGcdDrzfr9eGfdZea+11efba67OeZz27Q6lUKiUAAAAK07G4twIAACAIYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWJQsHvvvTd9/vOfT0OHDk3ve9/70h577JFOOOGE9MgjjzR5HhMmTEgdOnSoecR8Bg0alI4//vh0ww03pHfffbdJ87nssstqzadjx46pf//+6dhjj00PPvhgKtqNN95Ya3m6du2a+vXrlz72sY+lK6+8Mi1fvjy1B7EvYh+1ppdeeqnWtqr7iH3bXNdee23eB0WYP39+XsaVK1du0Xwq1/nqq69u8nT/+q//mj+DXbp0SYMHD06XX355Wr9+fZOmjfFi/NjPMX3MJ+a3qc9XZbneEn/5y1/S+eefnwYMGJDndeCBB6Zbb721ydPH5yjK52677Za6d++eDj/88HTPPffUG2/UqFFVl3/MmDG1xlu8eHGt13/+85+n1lK5TXfaaacmT/fiiy+mE088Me288855uqOOOio9+uijTZ4+xv3EJz6Rp415xLxinnU19Hn8xje+kbbE3XffnfdT7K/Yb7H/mnM8jPIR5STKS5SbKD9Rjir94he/qLXMv//979PWYM2aNXm/33fffW29KNDiOrX8LIHGfO9730tvvPFGOu+889J+++2XXn/99fQv//Iv6bDDDku/+c1v0t/+7d82aQN269Yth7rwzjvvpD/96U/pP//zP9OZZ56Z5zd79uy05557NmleMW6vXr3Sxo0b0x//+Md01VVX5ZOwhQsXpg9/+MOF79AIk3FyGye8cbLxu9/9Lk2bNi2faP/0pz/NJ0RbszvvvDP17NmzkPc699xz06mnnlpveFP3fd0gVj7JKyKIRZiJ94oT2y1xxhlnpC984Qtp7733btL4X//619M///M/p4svvjiNHj06Pfzww+nLX/5yeuWVV9IPfvCDTU4/ceLE9OMf/zh99atfTX/zN3+TP7fxeV69enW65JJLGvx8lcUFjy0RISCWOU7u/+qv/irdcsst6ZRTTsmf32ploVJcpPn4xz+eA/C3v/3t1KdPn/Td7343h6s42R85cmSt8d///venm2++udawuvsrlmHBggU5rPzTP/1TKkK83w477NCkceMYe8QRR6Rddtkl/fCHP8xhJC7sxDEutuOQIUManf4Pf/hDHjeCzM9+9rO0du3a9JWvfCXPM0Lo7rvvXmv8v/u7v0v/63/9r1rD9tprr7S55s2bl4455ph03HHHpV/+8pf5mPh//s//yfsxwlJcDGhM7L/TTz89f0a+9a1vpf/7f/9vnv6//uu/0pw5c2rGi30f2/U//uM/0te+9rW0tYggFseKEPsBtikloFDLli2rN2z16tWlvn37lj7+8Y83aR6f+9znSu973/uqvvab3/ym1Llz59Lw4cM3OZ9LL720FIeB119/vdbwF154IQ+fPHlyqUg33HBDft+HH3643msvv/xyaeDAgaUePXqUXnvttdL2bsmSJXlbffOb32yxeX7wgx8sjRw5slSEWO5Y/liPLRHziHLcVH/+859LXbt2LX3xi1+sNfzrX/96qUOHDqWnn3660emfeuqpPN7UqVNrDT/zzDNL3bp1K73xxhub/Hxtif/4j//I87zllltqDT/qqKNKAwYMKG3YsKHR6b/73e/m6efPn18zbP369aX99tuvdOihh9YaN8pClImm+u1vf5vnfdttt5VaS3mbNseXvvSlfEx86aWXaoa99dZbpd1226108sknb3L6z3zmM3ncmKYs5hXzvOiii2qNG8v2T//0T6WW9Dd/8zd5/8R+KnvwwQfze1177bWNThvloX///qXRo0fXGn7zzTfn6X/961836zjcFuLz09zPeVOsW7eu1jaFtqBpIhQsrkDXFc1donYsarW2VFzhj1qxqM26//77N2se5av3nTt3rjU8asviymqsQ1yFHTZsWK59iyvx4c9//nMaOHBgGjFiRK1mXnHlNZpPjh8/frPXK64ox3tFrcP3v//9Wq/dddddNc12evTokZsdxZXdak2annjiifSZz3wmr2Pv3r3ThRdemDZs2JCeffbZXCsQ00eTs6gVrBRXweMqd1wVL08b7xlXqDfVNDGa1MR7/+QnP0lTpkzJTYOixixq9uJ9W9Nzzz2X3yvWuVLUpkaNQtQMlZf56aefzlffy02TYljZqlWr0v/+3/87N+Pbcccdc5PaaN709ttv15pvTHfOOefkGqMoH7FP/vqv/zr9+7//e6198aUvfSk/j/mV36+IpkdROxX78h/+4R9qDY+/4zw6mmc1Jl6P8apNHzXTMf/Wrm2N40Xd/Rnv/+qrr+bP/aamjxqgKLtlnTp1yp/rRYsW5VrB1hTb/qCDDkof+MAH0ltvvVUz/LXXXsvNkKPG47333mvR94x1jpYGlTWm8ZmImsVf/epX+fPfkHgtyu5JJ51Uq5Y75hVNpmPerSn2R9TaxbEz9lNZHGOjJnJT7//QQw+lpUuX1iuvUX6iHG3J8scxLuYRNYZHH310PsZH0/ZyM8x4749+9KN5eCzrrFmz6s0j9vtZZ52Va/DjuFJuJlzeJ9EEu1zjGMPLx4rK42sc46ImuPJ7KWp5K5WPwXFciuN4HL9i3Oeffz7XuJWPbVFbGsf2Qw45JB+vobUJYrAViBOSaNbzwQ9+sEXmF/eKhaYGsTjxiS++devW5S+maF4UX1LRxKayeU98+UdTlmiSFeEngkR8gcWJd4hmbXEvQpw4RNOXEF9y8aUfQeq6667bovWKe9ciPFSuVzTLinvs4iQpvjivv/76tGLFinxCF00a6zr55JNzMLj99ttzYI2mOhdccEH61Kc+lZv+lE/aYvnvuOOOWk263nzzzby+cTIe7xUnGXEy96Mf/ahJyx/N1l5++eX0b//2b7kJXJxAfPKTn9yiE88IwbHv6j7K9t133zRz5sx83853vvOdmpOfOHGJplXle8livaMZWpwkR4iNR/kkLfZhNFuKE6lJkyblJrCxfeJ+sihr/39FwP+Ipk3XXHNNuuKKK/J2jhObT3/60zX31EQTqWhSGWIbl9+v3Ay2fK9ga9yv9tRTT+X/DzjggFrD4wQyym/59camjxPDCA2VPvShD9Waf6V4ryi3ffv2TX//93+fL2hsyfLHiWblSfmm3r/u9OVxq00fYbzSCy+8kPdfvN8+++yTLyRE4NxccaIbzfuieV3cK1suw6eddlouR/G5amqTw6aIZY11aGid4/Vq93qVxbQxTkPTx/EywmWlOCZF0/E4hh588MG5qfXmKu/Pht6/Kfu72vRxkS2af29q+k2JC25xDCw3m4wmlJMnT87Hus997nN5H5fDf4Snynuh4zh06KGH5qa90dQzjivRzDiajcaxufy5LF/ciNfKx4ryBaS4yBfNg2M94kJdhOZYljhOlZszVopli89ffBdFCI/wFhfj4paBmCbeK8JafGfFLQTQ6tqkHg6o5bTTTit16tSp9Pvf/36LmyaGZ555Jjfl+Md//McmNfOp++jZs2fpjjvuqDXuxRdfnF9buHBhreHxHtFU69lnn60ZNm3atDzunXfemZc1mmw98cQTm1yvpjSJiSacw4YNy8/fe++93BzrgAMOyM8rm3r26dOnNGLEiHrr+i//8i+15nfggQfm4ZXrG81Vdt9999KJJ57YaJOfGO+MM84oHXTQQbVe23vvvfN6122ydeyxx9Ya72c/+1kevmDBgtLmNk1s6PHAAw/U20877rhjfq+//du/zdvn1VdfbVLTxCuvvLLUsWPHevvl5z//eb3mTfF37KNVq1bVDIumpDF9zKcpTRNnzZpV2mGHHfL/m9LcJkvRhLBLly5VX/urv/qrek246oomgEOGDKn6WmzfyiaPP/rRj3KTx9g+9957b+kb3/hGqXfv3nn7/Pd//3dpc+y7776lo48+ut7w2JexLeo2mawrmtOdddZZ9YZHU8W6TR6nTJmSm77FskeTyHPOOScfp4488shan7fNaZr405/+NI87Y8aM0le+8pVcPubMmdPiTRNfeeWVPH5l2SuLda3bTLOuchPAn/zkJ/Vei20dr1V+jk499dTc7O/+++/Pn49jjjkmj/PlL3+5tDnKTQirHSOirEWZa0yUv5h+6dKl9V6Lsh5lfnObJsYxLsa7/fbb6x07Y/ijjz5aMzya7MZn+sILL6wZFuVwp512ys3OK1199dV5+nIz4caaJsZnYc8996zVbDREWY0myG+++Watshllt67999+/9KlPfarRdYXWorMOaGNxZS9upo5e1+LqaVlcJS43+QtRQ9DUK8V1ayg2JW7Sj+Z2MV1cqY4b2seNG5drt6Imo9yULZpPxhXMSnGVM64mxuvR/CREs7OotYoOBOJqcdQA1a2B2FyV6xbN+qI5VjSRq+wAIZrLRFOiaMIYtTnRPK5s7NixteYXtQuPP/54vpJbFlf/o+lU1F5Vuu2229KMGTPy+JVN8praC165prKsfJU63ic6a9kc0UlENCurK652V4qav2gqFM2pouYzrvzG1eamiKvM+++/f26WWVnbFs2Ryk0KK7dfvEc08SyLmqC48lx3ezYkao3isSXqNjeLz04sayj/X01jrzVlnMrX6jbFje0Sj2gWGE1fo7OMzVHU8tftsCFqpKO5atQKR+1H+diwOaJmOspNHCuiRjhqUKJJ8eba1PGyqG1Wt2OTOA5FrXc014sal7odezRVQ+/flGVviekbm2+Ui7rHzvg/atfLola17jEgjivxeYim2pWf1ziWRBmLZtLxndOQ+G6J3j7/8R//MR/jK+cRyxS18nHMqzw2xf6oK77TYr9F5z3RPH348OG5RhOKoGkitKFoOhEnO9GLW7l5X1k064rmI+VHNAtqqvKXXXzBNUU01Ys28dHEI5p1ROCIL9PKHtCimUa1E/fye1Q24yi34Y8vymjCtSX3hlWK8BPvU/c9G1quODGLZoqV4oSgUtyXEF/idcNUDK9schRN6OLkMe4tuOmmm3LzmGiCGU1v6jZNasiuu+5a6+9yb2db0tQr7q2IfVf3Ubdr73ivaI4YyxqBqjknvcuWLcv31lWWx3hE2IpgHPcGNrae5fffkvVsrrrLWr4/JZYttkEE9Lqi6Wnd8lFXTF+tyVKUzQi4m5o+TvrigkWcIG6Oht4/lj1s7vI3dfpy6N/c5a8Un51o2hYn7RFStkRDx8voKTGOR5u7zuWy3ND0Me9N9foZ2yxCwuZ0B7+p92/K/t6S6TeloWNntfnWPabGcSWaB9b9rJab6Nc9rtQV6xTbNS5i1p1HORzWnUe174posh1NraPJeQTDWPZoqh5Nx6G1qRGDNgxhcX9OPKp1ef3FL36xVu3NproorhT3b21JV79RuxRfhhHIooYsrmTGF3rc9F1X1EiFuL+mLMaLEBcn/HHPSVzdLN+ftCXi3qO4el5er/JJRkPLFesRJ2ItIcJX3Mwd3edXXkVu6m+2tbW4hyLuw4iwHQFy+vTp+d6Ipoh9G1eIo6a0ode3NrGOlWLfhXLN7JNPPpmvfFferxInbVHz15iYPmqKy51LlMX8wqamDxFeN7cL+3j/uI8qTkAr7xNr6vvH9OVxKzVn+VuiC/4IrnGBJkJpnJDHfYPVOr5pqoaOl1Fu46JSQ+scr8e9kQ2JQBfjNDR9zHtTNeLlWvzN2Wbl/RHvVVnzVB7WlP1dHreydinKT3SyEa0W2kocN6JVQFyIrGZTFxLj2B61nlGOGvrZhPLnvrEawOhMJL6P4xFlMe5Vi9qxqMmMbQStSY0YtIHo7CICWPx20aWXXtrgl1BlDUdTm/bNnTs3NwWMjjWiM4nNEWEnvrjjZKbcU1j8Zk3cGF33R1Cjo4r4cosrieVp48s9hsUXWtx4HVcsKzu+2Bxxg3UEumhCGb1shbgBPGqo4ub4yiaLcZIXnUSUe1JsCbE+cUW38os8Tsa35OSxKLE94ubzaFb229/+Nte+xolG3R72Gqq1ihPc6LQggm+12rfK3hWbqiVqAxtTdxnLoT2aHsWJc92OQModhMSV8MZExzAxXt0e4GL6OGGv+2PHdUVNUlxp39ymqNEcMH6IN8p3pVieOGZUhsuGpo+Ty8p9HyflcaEhpt3UyW95vTd3+cvOPvvs/JmO40J0sBMXj6L57OZq7HgZ6xxNpyt7pY3eV+O9o7lw3Y5PKsVrcUIe48Y0ZbHs8VmKjio2JTp/iFqayqbnTRXHt6hFjf1T2alPlKNomr2p9499GrVAdct7dN4T5agpy99a4rgSF4gi7FY7rpTLYkPHiji2x/fOY489lgNdtXlUq51vTDSjjtYc8R0W27dazTm0qFa7+wyoqnwj8pgxY/IN2HUfTVHuAKM8zX333Zc7BjjllFPyDdFx83FTOgMo3/g+e/bsmnn94he/KB1//PF5+AUXXFAz7vLly0t77LFHqV+/fqUf/OAH+ffKJk2alDvqmDhxYq0b/OPG+7vvvrtm2Cc/+cnSzjvvXHrxxRcbXZ7yTeLxfyxLdDgRN4Kff/75pV69euWODqLjgGo3s0dHGL/85S9zBxjxuztxE3tlhxUN/aZTQx2f1P0NpR/+8Ic1HaDcc889pRtvvLG0zz775M4T6h5KG+qso24nBuUON2J9yy6//PK8D2OfNqY87bnnnlu1HD3//PM1455++uml7t2759/ACu+++27p4IMPLg0aNKi0YsWKWtsiOrK49dZbS4sWLarpYOUvf/lL7pAkboqPzk7mzp2b9//MmTPzbyw99NBDm/wdpYa2SdywH50lRMcA5Q4+WrOzjvC1r30tl9tLLrkkb+foOCTWOzryqNTQcnzhC1/I48d0MX3MJ+YXHSNU+tCHPlS66qqrSr/61a/yNovX43MQHczU7Sil3PFBU35XLToM2WWXXfLnMD4Psdwx7U033VRrvM9//vN5+St/P2vt2rW5XMdv8sVnJ5br05/+dO6Eo7LMRWcT0RHCddddlzvRuOuuu3LZj/lFZy9b0llHlJu65T46V4iOROp2BtQSvyMWx674La3o1Cc6EIrOU6LThvhNwujYqFJ8puNRKcaJTiVimpg2OvaJY2zsx5h3WezrCRMmlH784x/nbREdkkSHGLG8l112WdXPb+VnoiExr9g/sZ9if8V+i/0XyxD7syz2c+yf2O+VYnnivaJzj5hXlJsoh1GOqmlOZx1NOXZWHgOOO+64mr/jMxDDhg4dmjuFieNqdAoTv3UX4/3pT3+qNW10khPHnViu8uckOvSIz0L8Bl4sd6xflNXp06eXPvaxjzWpbMa0V1xxRf7umzdvXi7zu+66a+nwww+vGac5xyRoDkEMChZfUo31dtcU5ZO28iNC2V577ZUDTwSGONFuimq9JkbYiR+DjvnUPdmK3q2iV7D4koqTpvhijJPR8nhxwhYhrO6JcfSYFcsXAamxZSufAJQfEaaid7/YZtFDWeVJT6X4Ao1ljl6y4sQgfhg7ejurtq6bG8RC9HoX4SVOwqPnxjihrHZiuCVBrDy/mGZLek2MnjgbOukNEdSid8zK3sLiRC5OHOMENaaJ9SiLMBY9v8U+j/0SwThObCOsV/7AdlODWIgfDI+T2SgzletcGcg3ZXN/6PXb3/527jEu1iXKZswjfuC1UkPLEePF+DFdTB/z+c53vlPvPcaNG1f6wAc+kMtXfF5iG5x99tn1Qlg46aST8ue4Mhg3JHoFjYsgcVEk3j8CX7Ve/RoKd7G//v7v/z5/1uMzc9hhh+UT/ErPPfdcvrgRF1+ivMd4sb8jTFae/Dc3iEW4j/WsWxZintUuDrREECuX9yjrUebjokQcIx555JF648U+qiz3ZdGjbUwT05Y/N5UXO0IEgI9+9KO518AITvE5OuKII6rumyeffDKvR/RG2xRxbI39FPsh9lvsv2XLljU53EUPkVFOorxEuYnyE+WoLYNYiONxLMvgwYPzZyTWLcpBXNCLY05ZXNiLi0FRFuuuY6x3hM8oqzGP2P7RY25ccGlK2Yx9cMghh+RAF/N///vfn49r8ePvdbdJU45J0Bwd4p+WrWMDgGJEM8HoeTTuf6vsGbG9KXdq881vfjO1R9G8MXq5i98WjHtLK3+DsCVFk+64lyc6+WhOT7Jbm2uvvTZddNFFuclvNIfbGsTpYDR/jObm8ZtdcZ9lNO8DWo97xABo9/dcxj048YOu7VF0aBP3opR/BL29Wbx4cd7+EcKKEu8X94u2V3F/WfQUubWEsBD3u8Z2jRAGFEONGADtVmWX4AMHDtyqTmy3F9GJQoTJsuh8oaV6K63WG2q5p9aoDav8rSq2zMqVK9Pzzz9f83f0sthSnR0B1QliAAAABdM0EQAAoGCCGAAAQMEEMQAAgII1/HPyNNnGjRvzzcM9evRot10nAwAALfNzEKtXr04DBgxIHTs2XO8liLWACGHRWxcAAED405/+lPbcc8/UEEGsBURNWHlj9+zZsyVmSSuIHwCdM2dOGj16dP6tFFBecIyhLfleQpnZNq1atSpX0pQzQkMEsRZQbo4YIUwQ27q/8OI3UWIfCWIoLzjG0NZ8L6HMbNs2dcuSzjoAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFKzdBbFrr702DR48OHXt2jUdfPDB6YEHHmh0/Hnz5uXxYvz3v//96brrrqs3zu23357222+/1KVLl/z/nXfe2YprAAAAbO/aVRD76U9/ms4///w0ZcqU9Nhjj6UjjjgiHXPMMemPf/xj1fGXLFmSjj322DxejH/JJZekSZMm5eBVtmDBgvTZz342jR8/Pj3++OP5/5NPPjktXLiwwDUDAAC2J+0qiE2fPj2dccYZ6Qtf+EIaNmxYmjFjRho4cGD63ve+V3X8qP3aa6+98ngxfkz3+c9/Pl199dU148RrRx11VJo8eXIaOnRo/v/jH/94Hg4AANAaOqV2Yt26demRRx5JF198ca3ho0ePTvPnz686TdR2xeuVjj766HT99den9evXp86dO+dxLrjggnrjtNcgViqV0po1a9p6MbZKsc/Xrl2b3n777bzvQXnBMYa25HsJZaZlde/ePXXo0CG1F+0miP35z39O7733Xurbt2+t4fH3a6+9VnWaGF5t/A0bNuT59e/fv8FxGppnePfdd/OjbNWqVTUH1Hi0ZQgbNWpUDpcAALA9Ofzww9N9993X5mGsqXmg3QSxsrobNsJHYxu72vh1hzd3nldeeWW6/PLL6w2fM2dOTuJtJWp7hDAAALZHCxYsyJ3uRSd9bamprdPaTRDbbbfd0g477FCvpmr58uX1arTK+vXrV3X8Tp06pV133bXRcRqaZ4j7yC688MJaNWJxr1o0g+zZs2dqK9Hkrmz27NmpW7dubbYsW6ONGzemZcuW5X3bsWO7uj2SNqC8oMzgOMPWxndTde+8804aM2ZMfn7kkUfm3NCWyq3ltpkgtuOOO+Zu6OfOnZs+/elP1wyPv0844YQGqyd/9atf1au1OuSQQ2ruEYpxYh6V94nFOCNGjGhwWaKb+3jUFfNsy3uPKt/7fe97nyBW5eAVV0hi2whibIryQnMpMygztDbHmeoqz+uiwqWt+wJo6vu3myAWohYqupePIBUB6gc/+EHuuv7ss8+uqal65ZVX0o9+9KP8dwy/5ppr8nRnnnlmrq6Mjjp+8pOf1MzzvPPOy8l52rRpOdD98pe/THfffXf63e9+12brCQAAbNvaVRCL3/t644030hVXXJGWLl2a9t9///TrX/867b333vn1GFb5m2Lxw8/xetR2ffe7300DBgxI3/nOd9JJJ51UM07UfN16663py1/+cvrnf/7ntM8+++TfKxs+fHibrCMAALDta1dBLEycODE/qrnxxhvrDRs5cmR69NFHG53n3/3d3+UHAABAEfRYAAAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCtZsgtmLFijR+/PjUq1ev/IjnK1eubHSaUqmULrvssjRgwIDUrVu3NGrUqPT000/XGucHP/hBHt6zZ8/UoUOHTc4TAABguwlip556alq8eHGaPXt2fsTzCGONueqqq9L06dPTNddckx5++OHUr1+/dNRRR6XVq1fXjLNmzZo0ZsyYdMkllxSwFgAAACl1ag8b4Zlnnsnh66GHHkrDhw/Pw2bOnJkOP/zw9Oyzz6YhQ4ZUrQ2bMWNGmjJlSjrxxBPzsFmzZqW+ffumW265JZ111ll52Pnnn5//v++++wpdJwAAYPvVLoLYggULcnPEcggLhx12WB42f/78qkFsyZIl6bXXXkujR4+uGdalS5c0cuTIPE05iG2Od999Nz/KVq1alf9fv359frSVyvfeuHFjfvA/ytvDdqEplBeaS5lBmaG1Oc5UV3lut2HDhjY9Hw9Nff92EcQiUPXp06fe8BgWrzU0TYgasErx98svv7xFy3PllVemyy+/vN7wOXPmpO7du6e2snbt2prnS5cuTV27dm2zZdmaNVRmQHnBMYa24HsJZablzoHvv//+Nj8HjluftvogFh1pVAs0leLerhAdaVRrflhteKW6rzdlmk2ZPHlyuvDCC2vViA0cODDXvkWnH23l7bffrnnev3//3EEJta+WxJdd3CvYsWO7uT2SNqK8oMzgOMPWxndTde+8807N8yOPPDLttttuqS2VW8tt1UHsnHPOSePGjWt0nEGDBqUnnngiLVu2rN5rr7/+er0ar7I42Q5x4h2hpGz58uUNTtNU0cQxHnV17tw5P9pK5XtH0BA2qrNtaA7lheZSZlBmaG2OM7VVnvN26tSpTc/HQ1Pfv02DWKTVpiTW6JTjrbfeSosWLUqHHnpoHrZw4cI8bMSIEVWnGTx4cA5jc+fOTQcddFAetm7dujRv3rw0bdq0Fl4TAACApmsX7bOGDRuWu5g/88wzc8+J8YjnY8eOrdVRx9ChQ9Odd96Zn0fzw+gRcerUqXnYU089lSZMmJDv4Yqu8Muixiy6wn/++efz308++WT++80332yDNQUAALYH7aKzjnDzzTenSZMm1fSCePzxx+ffB6sUXdlHLVnZRRddlNuMTpw4Mf8gdPS6GB1q9OjRo2ac6667rtZ9atGuNNxwww05uAEAALS0DqXovYItviEvutKPENjWnXXstNNO+fkDDzygs44qN7i++uqracCAAe6fY5OUF5pLmUGZobU5zlQXFS9HHHFETX8Qu+++e2oP2aBdNE0EAADYlghiAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAArWboLYihUr0vjx41OvXr3yI56vXLmy0WlKpVK67LLL0oABA1K3bt3SqFGj0tNPP13z+ptvvpnOPffcNGTIkNS9e/e01157pUmTJqW33nqrgDUCAAC2V+0miJ166qlp8eLFafbs2fkRzyOMNeaqq65K06dPT9dcc016+OGHU79+/dJRRx2VVq9enV9/9dVX8+Pqq69OTz75ZLrxxhvzvM8444yC1goAANgedUrtwDPPPJMD0kMPPZSGDx+eh82cOTMdfvjh6dlnn801WtVqw2bMmJGmTJmSTjzxxDxs1qxZqW/fvumWW25JZ511Vtp///3T7bffXjPNPvvsk77+9a+n008/PW3YsCF16tQuNg8AANDOtIsasQULFuTmiOUQFg477LA8bP78+VWnWbJkSXrttdfS6NGja4Z16dIljRw5ssFpQjRL7NmzpxAGAAC0mnZR5ROBqk+fPvWGx7B4raFpQtSAVYq/X3755arTvPHGG+mrX/1qri1rzLvvvpsfZatWrcr/r1+/Pj/aSuV7b9y4MT/4H+XtYbvQFMoLzaXMoMzQ2hxnqqs8t4tWbW15Ph6a+v5tGsSiI43LL7+80XHi3q7QoUOHqs0Pqw2vVPf1hqaJMHXcccel/fbbL1166aWNzvPKK6+sutxz5szJnX60lbVr19Y8X7p0aeratWubLcvWrKHwDsoLjjG0Bd9LKDMtdw58//33t/k58Jo1a7b+IHbOOeekcePGNTrOoEGD0hNPPJGWLVtW77XXX3+9Xo1XWXTMUT649e/fv2b48uXL600TnXeMGTMm7bTTTunOO+9MnTt3bnSZJk+enC688MJaIW7gwIG5GWQ0a2wrb7/9ds3zWOfoKZLaV0uiPETZ6NixXbTKpQ0pLygzOM6wtfHdVN0777xT8/zII49Mu+22W2pL5dZyW3UQi43UlA0VnXLEvVuLFi1Khx56aB62cOHCPGzEiBFVpxk8eHA+4Z47d2466KCD8rB169alefPmpWnTptXaUEcffXS+f+yuu+5qUoKOceNRVwS4TYW41lT53hE0hI3qbBuaQ3mhuZQZlBlam+NMbZXnvNHZXluej4emvn+7qBYYNmxYrrE688wzc8+J8YjnY8eOrdVj4tChQ3ONVojmh+eff36aOnVqHvbUU0+lCRMm5KaD0RV+uSYsarGiJun666/PoSxqTOLx3nvvtdn6AgAA27Z20VlHuPnmm/OPLZd7QTz++OPz74NViq7sK3+M+aKLLspVlRMnTsw/CB29LsZ9XD169MivP/LII7lmLXzgAx+o1+tiNIsEAADYboNY796900033dToONERR6WoFYsOQeJRzahRo+pNAwAA0NraRdNEAACAbYkgBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCdWrKSL17927WTDt06JAeffTRtPfee2/ucgEAAGzfQWzlypVpxowZqVevXpsct1QqpYkTJ6b33nuvJZYPAABg+wxiYdy4calPnz5NGvfcc8/dkmUCAADYpjUpiG3cuLFZM129evXmLg8AAMA2T2cdAAAAW2vTxEqvvPJKevDBB9Py5cvr1ZZNmjSppZYNAABgm9TsIHbDDTeks88+O+24445p1113zT0klsVzQQwAAKCFg9hXvvKV/Jg8eXLq2FHLRgAAgOZqdpJas2ZN7kFRCAMAACgoiJ1xxhnptttu28y3AwAAoNlNE6+88so0duzYNHv27HTAAQekzp0713p9+vTptioAAEBLBrGpU6em3/zmN2nIkCH577qddQAAANDCQSxqvH74wx+mCRMmNHdSAAAANucesS5duqSPfOQjNh4AAEBRQey8885L//qv/7q57wcAALDda3bTxEWLFqV77703/fu//3v64Ac/WK+zjjvuuGO736gAAAAtGsR23nnndOKJJzZ3MgAAADY3iN1www3NnQQAAIAtuUcMAACAAoLYhz/84bRixYomz/SjH/1oeuWVV7ZkuQAAALbvpomLFy9Ojz/+eOrdu3dq6vjvvvvuli4bAADA9n2P2Mc//vFUKpWaNG6HDh22ZJkAAAC2aU0KYkuWLGn2jPfcc8/NWR4AAIBtXpOC2N577936SwIAALCd0GsiAABAwQQxAACAggliAAAABRPEAAAAtvYgNmHChHT//fe3ztIAAABsB5odxFavXp1Gjx6d9t133zR16tT0yiuvtM6SAQAAbKOaHcRuv/32HL7OOeecdNttt6VBgwalY445Jv385z9P69evb52lBAAA2N7vEdt1113Teeedlx577LG0aNGi9IEPfCCNHz8+DRgwIF1wwQXpueeea/klBQAA2EZsUWcdS5cuTXPmzMmPHXbYIR177LHp6aefTvvtt1/61re+1XJLCQAAsD0HsWh+GM0Tx44dm/bee+/cPDFqwSKUzZo1K4eyH//4x+mKK65onSUGAABo5zo1d4L+/funjRs3plNOOSU3SzzwwAPrjXP00UennXfeuaWWEQAAYPsOYtHk8DOf+Uzq2rVrg+PssssuacmSJVu6bAAAANukZgex6JQDAACANuqsAwAAgOYTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAK1m6C2IoVK9L48eNTr1698iOer1y5stFpSqVSuuyyy9KAAQNSt27d0qhRo9LTTz9da5yzzjor7bPPPvn13XffPZ1wwgnpD3/4QyuvDQAAsD1rN0Hs1FNPTYsXL06zZ8/Oj3geYawxV111VZo+fXq65ppr0sMPP5z69euXjjrqqLR69eqacQ4++OB0ww03pGeeeSb95je/yeFt9OjR6b333itgrQAAgO1Rp9QOREiK8PXQQw+l4cOH52EzZ85Mhx9+eHr22WfTkCFD6k0TgWrGjBlpypQp6cQTT8zDZs2alfr27ZtuueWWXBMWvvjFL9ZMM2jQoPS1r30t/fVf/3V66aWXck0ZAADAdhnEFixYkJsjlkNYOOyww/Kw+fPnVw1iS5YsSa+99lqu3Srr0qVLGjlyZJ6mHMQqvf3227l2bPDgwWngwIENLs+7776bH2WrVq3K/69fvz4/2krle2/cuDE/+B/l7WG70BTKC82lzKDM0NocZ6qrPLfbsGFDm56Ph6a+f7sIYhGo+vTpU294DIvXGpomRA1Ypfj75ZdfrjXs2muvTRdddFEOYkOHDk1z585NO+64Y4PLc+WVV6bLL7+83vA5c+ak7t27p7aydu3amudLly5NXbt2bbNl2Zo1VGZAecExhrbgewllpuXOge+///42Pwdes2bN1h/EoiONaoGmUtzbFTp06FC1+WG14ZXqvl5tmtNOOy3fOxbh5eqrr04nn3xyevDBBxvciZMnT04XXnhhrRqxqEGL2reePXumthJBsqx///65AxJqXy2JL7u4V7Bjx3ZzeyRtRHlBmcFxhq2N76bq3nnnnZrnRx55ZNptt91SWyq3ltuqg9g555yTxo0b1+g4cd/WE088kZYtW1bvtddff71ejVdZnGyHOPGOUFK2fPnyetOUe2Lcd999c5PHXXbZJd15553plFNOqTrvaOIYj7o6d+6cH22l8r0jaAgb1dk2NIfyQnMpMygztDbHmdoqz3k7derUpufjoanv36ZBLNJqUxJrdMrx1ltvpUWLFqVDDz00D1u4cGEeNmLEiKrTxH1eEcaimeFBBx2Uh61bty7NmzcvTZs2rdH3i1qzynvAAAAAWlK7aJ81bNiwNGbMmHTmmWfmnhPjEc/Hjh1bq6OOuL8rarJCND88//zz09SpU/Owp556Kk2YMCHfwxVd4YcXX3wx3+/1yCOPpD/+8Y+5U5BolhhN+o499tg2W18AAGDb1i466wg333xzmjRpUk0viMcff3z+fbBK0ZV91JKVRQcc0WZ04sSJ+Qeho9fF6FCjR48e+fW4B+yBBx7I3dzH69FkMdqVRq+K1ToHAQAA2K6CWO/evdNNN920ySaFlaJWLDoEiUc1AwYMSL/+9a9bdDkBAAC2iaaJAAAA2xJBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDB2k0QW7FiRRo/fnzq1atXfsTzlStXNjpNqVRKl112WRowYEDq1q1bGjVqVHr66acbHPeYY45JHTp0SL/4xS9aaS0AAADaURA79dRT0+LFi9Ps2bPzI55HGGvMVVddlaZPn56uueaa9PDDD6d+/fqlo446Kq1evbreuDNmzMghDAAAoLV1Su3AM888k8PXQw89lIYPH56HzZw5Mx1++OHp2WefTUOGDKlawxXhasqUKenEE0/Mw2bNmpX69u2bbrnllnTWWWfVjPv444/nwBZhrX///gWuGQAAsD1qFzViCxYsyM0RyyEsHHbYYXnY/Pnzq06zZMmS9Nprr6XRo0fXDOvSpUsaOXJkrWnWrFmTTjnllFxrFjVmAAAAra1d1IhFoOrTp0+94TEsXmtomhA1YJXi75dffrnm7wsuuCCNGDEinXDCCU1ennfffTc/ylatWpX/X79+fX60lcr33rhxY37wP8rbw3ahKZQXmkuZQZmhtTnOVFd5brdhw4Y2PR8PTX3/Ng1i0ZHG5Zdf3ug40VwwVLt/K5ofbuq+rrqvV05z1113pXvvvTc99thjzVruK6+8supyz5kzJ3Xv3j21lbVr19Y8X7p0aeratWubLcvWrKHwDsoLjjG0Bd9LKDMtdw58//33t/k5cLS42+qD2DnnnJPGjRvX6DiDBg1KTzzxRFq2bFm9115//fV6NV5l5WaGcXCrvO9r+fLlNdNECHvhhRfSzjvvXGvak046KR1xxBHpvvvuqzrvyZMnpwsvvLBWjdjAgQNzM8iePXumtvL222/XPI91jp4iqX21JMpDlI2OHdtFq1zakPKCMoPjDFsb303VvfPOOzXPjzzyyLTbbrultlRuLbdVB7HYSE3ZUNEpx1tvvZUWLVqUDj300Dxs4cKFeVg0K6xm8ODB+YR77ty56aCDDsrD1q1bl+bNm5emTZuW/7744ovTF77whVrTHXDAAelb3/pW+uQnP9ng8sS9ZvGoq3PnzvnRVirfO4KGsFGdbUNzKC80lzKDMkNrc5yprfKct1OnTm16Ph6a+v7t4h6xYcOGpTFjxqQzzzwzff/738/DvvjFL6axY8fW6jFx6NChudngpz/96dz88Pzzz09Tp05N++67b37E82g6GF3hhwhq1Tro2GuvvXKQAwAAaA3tIoiFm2++OU2aNKmmF8Tjjz8+93RYKbqyj1qysosuuihXVU6cODH/IHT0uhj3cfXo0aPw5QcAAGh3Qax3797ppptuanSc6IijUtSKRYcg8WiquvMAAABoaXosAAAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBDAAAoGCCGAAAQMEEMQAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDB2k0QW7FiRRo/fnzq1atXfsTzlStXNjpNqVRKl112WRowYEDq1q1bGjVqVHr66adrjRPDOnToUOsxbty4Vl4bAABge9Zugtipp56aFi9enGbPnp0f8TzCWGOuuuqqNH369HTNNdekhx9+OPXr1y8dddRRafXq1bXGO/PMM9PSpUtrHt///vdbeW0AAIDtWafUDjzzzDM5fD300ENp+PDhedjMmTPT4Ycfnp599tk0ZMiQqrVhM2bMSFOmTEknnnhiHjZr1qzUt2/fdMstt6SzzjqrZtzu3bvnkNbexTqXvfPOO226LFujjRs3prVr1+Zt07Fju7kGQRtRXlBmcJxha+O7qbr2et7bLoLYggULcnPEcggLhx12WB42f/78qkFsyZIl6bXXXkujR4+uGdalS5c0cuTIPE1lELv55pvTTTfdlEPaMcccky699NLUo0ePBpfn3XffzY+yVatW5f/Xr1+fH23lrbfeqnleud4AALA92LBhQ5uej4emvn+7CGIRqPr06VNveAyL1xqaJkS4qhR/v/zyyzV/n3baaWnw4MG5Ruypp55KkydPTo8//niaO3dug8tz5ZVXpssvv7ze8Dlz5uTatbayqXvmAABgWzVs2LC0cOHC3OdDW1qzZs3WH8SiI41qgaZS3NsVqm3QaIq3qQ1d9/W608T9YWX7779/2nfffdMhhxySHn300fThD3+46jwjrF144YW1asQGDhyYa6F69uyZ2kqs2yc+8Ym0bt26XPvX1oVwa7xCErWhI0aMSJ06tYtrELQh5QVlBscZtja+mxoXLdriHLitlVvLbUqbno2ec845m+yhcNCgQemJJ55Iy5Ytq/fa66+/Xq/Gq6x8z1fUjPXv379m+PLlyxucJkT46ty5c3ruuecaDGKxg6vt5JguHm1pjz32aNP335pFNXHXrl1z2Wjr/cTWT3lBmcFxhq2N76b2oannmW0axHbbbbf82JTolCPuf1q0aFE69NBD87CodoxhUbtRTbm5YTQxPOigg/KwqCmaN29emjZtWoPvFd3bRyGvDG8AAAAtqWN7ae85ZsyY3Iwwek6MRzwfO3ZsrY46hg4dmu688878PJrlnX/++Wnq1Kl5WNz/NWHChHwPV3SFH1544YV0xRVXpN///vfppZdeSr/+9a/TZz7zmRzcPvKRj7TZ+gIAANu2dnOjTPRsOGnSpJreAI8//vj8+2CVoiv7yp4DL7rootyd5cSJE/MPQkevi9GhRrlHxB133DHdc8896dvf/nb6y1/+ku/zOu6443KviTvssEPBawgAAGwv2k0Q6927d+5ivqm/o1WuFYsOQeJRTQSvaKoIAABQpHbRNBEAAGBbIogBAAAUTBADAAAomCAGAABQMEEMAACgYIIYAABAwQQxAACAggliAAAABRPEAAAACiaIAQAAFKxT0W+4LSqVSvn/VatWtfWi0Ij169enNWvW5P3UuXNn24pGKS80lzKDMkNrc5xpH8qZoJwRGiKItYDVq1fn/wcOHNgSswMAALaBjNCrV68GX+9Q2lRUY5M2btyYXn311dSjR4/UoUMHW2wrvjoRYflPf/pT6tmzZ1svDls55QVlBscZtja+m9qHiFcRwgYMGJA6dmz4TjA1Yi0gNvCee+7ZErOiABHCBDGUFxxj2Fr4XkKZ2fY0VhNWprMOAACAggliAAAABRPE2G506dIlXXrppfl/UF5wjKGt+V5Cmdm+6awDAACgYGrEAAAACiaIAQAAFEwQAwAAKJggBgAAUDBBjG3GihUr0vjx4/MP6MUjnq9cuXKTv3x+2WWX5V8+79atWxo1alR6+umnGxz3mGOOSR06dEi/+MUvWmktaO9l5s0330znnntuGjJkSOrevXvaa6+90qRJk9Jbb71VwBrR0q699to0ePDg1LVr13TwwQenBx54oNHx582bl8eL8d///ven6667rt44t99+e9pvv/1yj3nx/5133mnHbUNauszMnDkzHXHEEWmXXXbJj0984hNp0aJFrbwWtPfjTNmtt96az1s+9alPtcKSs8VKsI0YM2ZMaf/99y/Nnz8/P+L52LFjG53mG9/4RqlHjx6l22+/vfTkk0+WPvvZz5b69+9fWrVqVb1xp0+fXjrmmGNK8bG58847W3FNaM9lJoadeOKJpbvuuqv0/PPPl+65557SvvvuWzrppJMKWitayq233lrq3LlzaebMmaX/+q//Kp133nml973vfaWXX3656vgvvvhiqXv37nm8GD+mi+l//vOf14wT5WyHHXYoTZ06tfTMM8/k/zt16lR66KGH7LhtQGuUmVNPPbX03e9+t/TYY4/lMvMP//APpV69epX++7//u8A1oz2VmbKXXnqptMcee5SOOOKI0gknnGAnboUEMbYJcTCKgFR5MrNgwYI87A9/+EPVaTZu3Fjq169fPrEuW7t2bf6Cu+6662qNu3jx4tKee+5ZWrp0qSC2jWjtMlPpZz/7WWnHHXcsrV+/voXXgtZ06KGHls4+++xaw4YOHVq6+OKLq45/0UUX5dcrnXXWWaXDDjus5u+TTz45XwCodPTRR5fGjRvXosvOtlNm6tqwYUO+GDRr1qwWWmq2xTIT5eQjH/lI6d/+7d9Kn/vc5wSxrZSmiWwTFixYkJuWDR8+vGbYYYcdlofNnz+/6jRLlixJr732Who9enTNsGgqNHLkyFrTrFmzJp1yyinpmmuuSf369WvlNWFbKDN1RbPEnj17pk6dOrXwWtBa1q1blx555JFa+zrE3w3t6yhTdcc/+uij0+9///u0fv36RsdprPywfZeZuuI7KV7r3bt3Cy4921qZueKKK9Luu++ezjjjjFZaelqCIMY2IU6O+/TpU294DIvXGpom9O3bt9bw+LtymgsuuCCNGDEinXDCCS2+3GybZabSG2+8kb761a+ms846q0WWm2L8+c9/Tu+9916z9nUMrzb+hg0b8vwaG6ehedJ+tFaZqeviiy9Oe+yxR75XjPattcrMgw8+mK6//vp8fyFbN0GMrVp0ihA3mTb2iKtAIZ7XFc1vqw2vVPf1ymnuuuuudO+996YZM2a06Hqx7ZaZSqtWrUrHHXdc7pDh0ksv3eJ1o3hN3deNjV93eHPnSfvSGmWm7Kqrrko/+clP0h133JE7amDb0JJlZvXq1en000/PIWy33XZrpSWmpWgnw1btnHPOSePGjWt0nEGDBqUnnngiLVu2rN5rr7/+er0rR2XlZoZxdal///41w5cvX14zTYSwF154Ie288861pj3ppJNyL1b33XffZq0X226ZKYsvwzFjxqSddtop94rXuXPnzVwj2kKcwOywww71rkpX29eV5aPa+NEkddddd210nIbmSfvRWmWm7Oqrr05Tp05Nd999d/rQhz7UCmvAtlBmohffl156KX3yk5+seX3jxo35/xjn2WefTfvss0+rrA/Np0aMrf4gNXTo0EYfcVXw8MMPz/fhVHbpu3DhwjwsmhVWE13FxgFt7ty5tdprR7ew5WmiCUicsC9evLjmEb71rW+lG264odXXn/ZXZso1YdGGf8cdd8y1qq5ctz+x76J76Mp9HeLvhspHlKm648+ZMycdcsghNUG8oXEamiftR2uVmfDNb34zN3GePXt2fo1tQ2uUmfiOe/LJJ2udtxx//PHpYx/7WH4+cODAVl0nmqmtewuBlhI9kX3oQx/KPd/F44ADDqjXFfmQIUNKd9xxR83f0ftd9HgXw6Lb8VNOOaXB7uvLdF+/7WiNMhP/Dx8+PM8ruq+PnjbLj+jFivbXrfT111+fe9k8//zzc7fS0SV0iF7Nxo8fX69b6QsuuCCPH9PV7Vb6wQcfzN3XRzmKrsjjf93Xbztao8xMmzYt97oawyqPJ6tXr26TdWTrLzN16TVx6yWIsc144403Sqeddlru1jce8XzFihX1QtQNN9xQqzvySy+9NHdJ3qVLl9KRRx6ZT64bI4htO1qjzPz2t7/N01R7LFmypND1Y8vF7zftvffe+UT4wx/+cGnevHm1Tm5GjhxZa/z77ruvdNBBB+XxBw0aVPre975Xb5633XZbDvhx8hTdUMdv0rHtaOkyE/OqdjyJ4xDbhtY4zlQSxLZeHeKf5taiAQAAsPncIwYAAFAwQQwAAKBgghgAAEDBBDEAAICCCWIAAAAFE8QAAAAKJogBAAAUTBADgM3w0ksvpQ4dOuTHgQceuMXbsDyvnXfe2f4A2A4IYgCwBe6+++50zz33bPE2XLp0aZoxY4Z9AbCdEMQAYAvsuuuu+bGl+vXrl3r16mVfAGwnBDEAtnuvv/56DkJTp06t2RYLFy5MO+64Y5ozZ06zts+ECRPSpz71qTyvvn375qaGl19+edqwYUP60pe+lHr37p323HPP9MMf/nC73+4A27NObb0AANDWdt999xyMIkCNHj06DR06NJ1++ulp4sSJ+e/muvfee3PYuv/++9ODDz6YzjjjjLRgwYJ05JFH5oD305/+NJ199tnpqKOOSgMHDmyVdQJg66ZGDABSSscee2w688wz02mnnZZDUteuXdM3vvGNzdo2Uev1ne98Jw0ZMiR9/vOfz/+vWbMmXXLJJWnfffdNkydPzrVtEdIA2D4JYgDw/1x99dW5CeHPfvazdPPNN+cwtjk++MEPpo4d/+crNpooHnDAATV/77DDDvm+suXLl9v2ANspQQwA/p8XX3wxvfrqq2njxo3p5Zdf3uzt0rlz51p/R7f01YbF+wCwfXKPGACklNatW5ebJX72s5/N94jFfV1PPvlkrs0CgJamRgwAUkpTpkxJb731Vr6366KLLkrDhg3LYQwAWoMgBsB277777ss/pvzjH/849ezZM9/fFc9/97vfpe9973vb/fYBoOVpmgjAdm/UqFFp/fr1tbbDXnvtlVauXNnsbXPjjTdWDXp1vfTSS9v9dgfYngliALAFRowYkQ488MA0f/78LdqOO+20U+6xcXN7agSgfRHEAGAzxA82P/fcc/l5ly5dtngbLl68uKZrewC2fR1KpVKprRcCAABge6KzDgAAgIIJYgAAAAUTxAAAAAomiAEAABRMEAMAACiYIAYAAFAwQQwAAKBgghgAAEDBBDEAAIBUrP8PMlIOAoHFU70AAAAASUVORK5CYII=\",\"text/plain\":[\"<Figure size 1000x1000 with 1 Axes>\"]},\"metadata\":{},\"output_type\":\"display_data\"}],\"source\":[\"domain = sn.domain.dim2.BoxDomain(x0=-0.05, x1=0.05, y0=-0.05, y1=0.0)\\n\",\"p = sn.Project.from_domain(\\n\",\"    path=PROJECT_DIR, domain=domain, load_if_exists=True\\n\",\")\\n\",\"p.viz.nb.domain()\"]},{\"cell_type\":\"markdown\",\"id\":\"653457b4\",\"metadata\":{\"lines_to_next_cell\":2},\"source\":[\"## Beamforming Classes\\n\",\"\\n\",\"Before we add any of the Transducers (source/receivers) to the Salvus\\n\",\"project, we will introduce some classes that will help us with bookkeeping:\\n\",\"one to create a plane wave fronts (`PlaneBeamforming` class) and one to\\n\",\"create a focusing waves (`FocusPointBeamforming` class). These classes\\n\",\"both require get_delay, which we can formalize by creating an abstract\\n\",\"method in the abstract base class.\\n\",\"\\n\",\"Any class that inherits from `_TransducerBeamforming` must implement a\\n\",\"`get_delay()` function, otherwise Python will raise an error (i.e., the\\n\",\"`raise NotImplementedError` should never actually run).\\n\",\"\\n\",\"Both beamforming classes return an array of time-delays that will be used\\n\",\"later to fire each transducer at a specific time in order to obtain the\\n\",\"desired wave propagation.\"]},{\"cell_type\":\"code\",\"execution_count\":4,\"id\":\"5b2cf361\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[],\"source\":[\"class _TransducerBeamforming(metaclass=abc.ABCMeta):\\n\",\"    \\\"\\\"\\\"\\n\",\"    Base class for beamforming strategies.\\n\",\"    \\\"\\\"\\\"\\n\",\"\\n\",\"    @abc.abstractmethod\\n\",\"    def get_delay(\\n\",\"        self, center_location: npt.NDArray, source_locations: npt.NDArray\\n\",\"    ) -> npt.NDArray:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Calculate time delays for each source location.\\n\",\"\\n\",\"        Args:\\n\",\"            center_location: Center point of the transducer array.\\n\",\"            source_locations: Locations of individual sources.\\n\",\"\\n\",\"        Returns:\\n\",\"            Array of time delays for each source.\\n\",\"        \\\"\\\"\\\"\\n\",\"        raise NotImplementedError\\n\",\"\\n\",\"\\n\",\"@dataclasses.dataclass\\n\",\"class PlaneBeamforming(_TransducerBeamforming):\\n\",\"    \\\"\\\"\\\"\\n\",\"    Plane wave beamforming to steer the beam at a specific angle.\\n\",\"\\n\",\"    Args:\\n\",\"        angle_degree: The angle between the normal vector of the transducer\\n\",\"            plane and the plane wave direction (in degrees).\\n\",\"        velocity_m_s: Wave velocity in the medium, in m/s. For elastic media,\\n\",\"            this will determine if the P-wave or S-wave is being steered.\\n\",\"    \\\"\\\"\\\"\\n\",\"\\n\",\"    angle_degree: float\\n\",\"    velocity_m_s: float\\n\",\"\\n\",\"    def get_delay(\\n\",\"        self, center_location: npt.NDArray, source_locations: npt.NDArray\\n\",\"    ) -> npt.NDArray:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Calculate delays for plane wave propagation at specified angle.\\n\",\"        \\\"\\\"\\\"\\n\",\"        angle_rad = np.deg2rad(self.angle_degree)\\n\",\"\\n\",\"        wavefront_normal = np.array([np.sin(angle_rad), -np.cos(angle_rad)])\\n\",\"        source_deltas = source_locations - center_location\\n\",\"        wavefront_distances = np.dot(source_deltas, wavefront_normal)\\n\",\"        delays = wavefront_distances / self.velocity_m_s\\n\",\"\\n\",\"        return delays\\n\",\"\\n\",\"\\n\",\"@dataclasses.dataclass\\n\",\"class FocusPointBeamforming(_TransducerBeamforming):\\n\",\"    \\\"\\\"\\\"\\n\",\"    Spherical wave beamforming to focus energy at a given point.\\n\",\"\\n\",\"    Args:\\n\",\"        focus_point: The point to focus the wavefield at.\\n\",\"        velocity_m_s: Wave velocity in the medium, in m/s. For elastic media,\\n\",\"            this will determine if the P-wave or S-wave is being steered.\\n\",\"    \\\"\\\"\\\"\\n\",\"\\n\",\"    focus_point: npt.ArrayLike\\n\",\"    velocity_m_s: float\\n\",\"\\n\",\"    def __post_init__(self):\\n\",\"        self.focus_point = np.asarray(self.focus_point)\\n\",\"\\n\",\"    def get_delay(\\n\",\"        self, center_location: npt.NDArray, source_locations: npt.NDArray\\n\",\"    ) -> npt.NDArray:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Calculate delays based on distance from focus point.\\n\",\"        \\\"\\\"\\\"\\n\",\"        dist = np.linalg.norm(source_locations - self.focus_point, axis=1)\\n\",\"        center_dist = np.linalg.norm(center_location - self.focus_point)\\n\",\"        dist -= center_dist\\n\",\"        delay = -dist / self.velocity_m_s\\n\",\"\\n\",\"        return delay\"]},{\"cell_type\":\"markdown\",\"id\":\"b32e6327\",\"metadata\":{\"lines_to_next_cell\":2},\"source\":[\"## 2D Transducer Implementation\\n\",\"\\n\",\"In addition to the classes above that can calculate time-delays from any\\n\",\"given set of source locations, we also need a class to represent the\\n\",\"transducer array itself.\\n\",\"\\n\",\"The `Transducer2D` class creates a linear array of point sources arranged\\n\",\"along the x-axis. Each source is assigned a time-delayed version (obtained\\n\",\"from the beamforming classes above) of the source time function to achieve\\n\",\"focusing.\\n\",\"\\n\",\"Because we need to generate many different sources with different positions,\\n\",\"we can actually not pass a single instance of e.g. `VectorPoint2D` as the\\n\",\"source, the class needs to create a different source object for every\\n\",\"transducer location. Instead, we will pass a function that acts as a\\n\",\"template for creating these source objects, that only requires the x and y\\n\",\"coordinates of the source.\"]},{\"cell_type\":\"code\",\"execution_count\":5,\"id\":\"e9eeb1c1\",\"metadata\":{},\"outputs\":[],\"source\":[\"@dataclasses.dataclass\\n\",\"class Transducer2D:\\n\",\"    \\\"\\\"\\\"\\n\",\"    A 2D transducer array implementation.\\n\",\"\\n\",\"    This class represents a linear array of point sources that can be\\n\",\"    configured with different beamforming strategies to focus or steer\\n\",\"    acoustic energy in 2D elastic media.\\n\",\"\\n\",\"    Args:\\n\",\"        center_location: Center point of the transducer array.\\n\",\"        transducer_spacing_m: Distance between adjacent transducers (pitch).\\n\",\"        number_of_sources: Number of point sources in the array.\\n\",\"        source_fct: Function to create source objects. Must accept x and y\\n\",\"            coordinates and return a Salvus source object.\\n\",\"        beamforming: Beamforming strategy to compute time delays.\\n\",\"        start_time: Simulation start time in seconds.\\n\",\"        end_time: Simulation end time in seconds.\\n\",\"    \\\"\\\"\\\"\\n\",\"\\n\",\"    center_location: npt.NDArray[np.float64]\\n\",\"    transducer_spacing_m: float\\n\",\"    number_of_sources: int\\n\",\"    source_fct: typing.Callable[\\n\",\"        [float, float], sn.simple_config.source._BaseSource\\n\",\"    ]\\n\",\"    beamforming: _TransducerBeamforming\\n\",\"    start_time: float\\n\",\"    end_time: float\\n\",\"\\n\",\"    def __post_init__(self) -> None:\\n\",\"        self.center_location = np.asarray(self.center_location)\\n\",\"\\n\",\"    def get_point_source_locations(self) -> npt.NDArray:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Return locations of point sources along x-axis.\\n\",\"\\n\",\"        Returns:\\n\",\"            Array of shape (number_of_sources, 2) containing (x, y)\\n\",\"            coordinates for each point source.\\n\",\"        \\\"\\\"\\\"\\n\",\"        total_extent = self.transducer_spacing_m * (self.number_of_sources - 1)\\n\",\"        half_extent = total_extent / 2.0\\n\",\"\\n\",\"        return np.column_stack(\\n\",\"            [\\n\",\"                self.center_location[0]\\n\",\"                + np.linspace(\\n\",\"                    -half_extent, half_extent, self.number_of_sources\\n\",\"                ),\\n\",\"                np.full(self.number_of_sources, self.center_location[1]),\\n\",\"            ]\\n\",\"        )\\n\",\"\\n\",\"    def get_sources(self) -> list[sn.simple_config.source._BaseSource]:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Create Salvus source objects for each point in the array.\\n\",\"\\n\",\"        Returns:\\n\",\"            List of Salvus source objects positioned at each transducer\\n\",\"            location.\\n\",\"        \\\"\\\"\\\"\\n\",\"        return [\\n\",\"            self.source_fct(x=x, y=y)\\n\",\"            for x, y in self.get_point_source_locations()\\n\",\"        ]\\n\",\"\\n\",\"    def get_source_time_functions(\\n\",\"        self, source_time_function_template: sn.simple_config.stf._Base\\n\",\"    ) -> tuple[float, float, list[sn.simple_config.stf.Custom]]:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Generate time-delayed source time functions for beamforming.\\n\",\"\\n\",\"        Apply beamforming time delays to the template source time function\\n\",\"        to create individual time-shifted versions for each transducer.\\n\",\"\\n\",\"        Args:\\n\",\"            source_time_function_template: Template source time function to\\n\",\"                be time-delayed for each transducer.\\n\",\"\\n\",\"        Returns:\\n\",\"            Tuple containing (adjusted_start_time, adjusted_end_time,\\n\",\"            list_of_delayed_source_time_functions).\\n\",\"        \\\"\\\"\\\"\\n\",\"        delay = self.beamforming.get_delay(\\n\",\"            center_location=self.center_location,\\n\",\"            source_locations=self.get_point_source_locations(),\\n\",\"        )\\n\",\"\\n\",\"        time, _ = source_time_function_template.get_stf()\\n\",\"\\n\",\"        def _apply_time_shift(\\n\",\"            source_time_function_template: sn.simple_config.stf._Base,\\n\",\"            time_shift_in_seconds: float,\\n\",\"        ) -> sn.simple_config.stf._Base:\\n\",\"            \\\"\\\"\\\"\\n\",\"            Adjust start time by applying a time shift.\\n\",\"\\n\",\"            Args:\\n\",\"                source_time_function_template: Template source time function to\\n\",\"                    be time-delayed for each transducer.\\n\",\"                time_shift_in_seconds: Time shift to shift the start time.\\n\",\"\\n\",\"            Returns:\\n\",\"                A new source time function with the adjusted time interval.\\n\",\"            \\\"\\\"\\\"\\n\",\"            stf = source_time_function_template.copy()\\n\",\"\\n\",\"            # Adjust start and end times by the time shift.\\n\",\"            stf._initial_arguments[\\\"time_shift_in_seconds\\\"] = (\\n\",\"                time_shift_in_seconds\\n\",\"            )\\n\",\"            return stf\\n\",\"\\n\",\"        return (\\n\",\"            time[0] - delay.min(),\\n\",\"            time[-1] + delay.max(),\\n\",\"            [\\n\",\"                _apply_time_shift(\\n\",\"                    source_time_function_template=source_time_function_template,\\n\",\"                    time_shift_in_seconds=float(d),\\n\",\"                )\\n\",\"                for d in delay\\n\",\"            ],\\n\",\"        )\\n\",\"\\n\",\"    def get_event_configuration(\\n\",\"        self, source_time_function_template: sn.simple_config.stf._Base\\n\",\"    ) -> sn.EventConfiguration:\\n\",\"        \\\"\\\"\\\"\\n\",\"        Create event configuration with time-delayed sources.\\n\",\"\\n\",\"        Generate a complete Salvus event configuration suitable for use\\n\",\"        in a simulation, with all sources properly time-delayed according\\n\",\"        to the beamforming strategy.\\n\",\"\\n\",\"        Args:\\n\",\"            source_time_function_template: Template source time function\\n\",\"                to apply to all transducers.\\n\",\"\\n\",\"        Returns:\\n\",\"            Salvus EventConfiguration object with time-delayed sources.\\n\",\"        \\\"\\\"\\\"\\n\",\"        (\\n\",\"            _,\\n\",\"            _,\\n\",\"            source_time_functions,\\n\",\"        ) = self.get_source_time_functions(\\n\",\"            source_time_function_template=source_time_function_template\\n\",\"        )\\n\",\"\\n\",\"        wsc = sn.WaveformSimulationConfiguration(\\n\",\"            start_time_in_seconds=float(self.start_time),\\n\",\"            end_time_in_seconds=float(self.end_time),\\n\",\"        )\\n\",\"\\n\",\"        return sn.EventConfiguration(\\n\",\"            wavelet=source_time_functions,\\n\",\"            waveform_simulation_configuration=wsc,\\n\",\"        )\"]},{\"cell_type\":\"markdown\",\"id\":\"a60f0bb5\",\"metadata\":{},\"source\":[\"## Configuring the Transducers\\n\",\"\\n\",\"We will simulate two different beamforming strategies:\\n\",\"\\n\",\"1. **Spherical Wave Beamforming**: Focuses energy at a point 2.5 cm below the\\n\",\"   surface\\n\",\"2. **Plane Wave Beamforming**: Creates a plane wave propagating at a 20° (or\\n\",\"   whatever value you chose) angle from the vertical\\n\",\"\\n\",\"Both use linear transducer arrays at the top of the domain with a fixed\\n\",\"number of point sources and vertical force sources (pointing downward). This\\n\",\"mimicks the fact the physical transducers typically generate primarily force\\n\",\"into the object, regardless of the desired steering direction.\\n\",\"\\n\",\"The `functools.partial` function allows us to pre-configure the source\\n\",\"creation function. Since `Transducer2D` needs a function that only takes `x`\\n\",\"and `y` coordinates, we use `functools.partial` to create a function that\\n\",\"already has the force components (`fx=0.0, fy=-1.0`) set. When the transducer\\n\",\"later calls this function with `x` and `y` coordinates, it creates a\\n\",\"`VectorPoint2D` source with both the position and force components filled in.\\n\",\"This approach keeps the `Transducer2D` class flexible -- feel free to use\\n\",\"different source types or force directions by changing what you pass to\\n\",\"`functools.partial`.\"]},{\"cell_type\":\"code\",\"execution_count\":6,\"id\":\"e9e2956e\",\"metadata\":{},\"outputs\":[],\"source\":[\"# Spherical wave beamforming - focuses at a point\\n\",\"transducer_spacing = TRANSDUCER_WIDTH_M / (NUM_TRANSDUCERS - 1)\\n\",\"\\n\",\"transducer_spherical = Transducer2D(\\n\",\"    center_location=np.array([0.0, 0.0]),\\n\",\"    transducer_spacing_m=transducer_spacing,\\n\",\"    number_of_sources=NUM_TRANSDUCERS,\\n\",\"    source_fct=functools.partial(\\n\",\"        sn.simple_config.source.cartesian.VectorPoint2D, fx=0.0, fy=-1.0\\n\",\"    ),\\n\",\"    start_time=START_TIME_S,\\n\",\"    end_time=END_TIME_S,\\n\",\"    beamforming=FocusPointBeamforming(\\n\",\"        focus_point=SPHERICAL_FOCUS_POINT,\\n\",\"        velocity_m_s=VP_M_S,\\n\",\"    ),\\n\",\")\\n\",\"\\n\",\"# Plane wave beamforming - steers at an angle\\n\",\"transducer_plane = Transducer2D(\\n\",\"    center_location=np.array([0.0, 0.0]),\\n\",\"    transducer_spacing_m=transducer_spacing,\\n\",\"    number_of_sources=NUM_TRANSDUCERS,\\n\",\"    source_fct=functools.partial(\\n\",\"        sn.simple_config.source.cartesian.VectorPoint2D, fx=0.0, fy=-1.0\\n\",\"    ),\\n\",\"    start_time=START_TIME_S,\\n\",\"    end_time=END_TIME_S,\\n\",\"    beamforming=PlaneBeamforming(\\n\",\"        angle_degree=PLANE_WAVE_ANGLE_DEG,\\n\",\"        velocity_m_s=VP_M_S,\\n\",\"    ),\\n\",\")\"]},{\"cell_type\":\"markdown\",\"id\":\"83c45178\",\"metadata\":{},\"source\":[\"## Setting up the Simulation\\n\",\"\\n\",\"We create two events with the phased array sources and configure the\\n\",\"simulation. The simulation uses an isotropic elastic material with properties\\n\",\"similar to aluminum, and we output the gradient of displacement to enable P-\\n\",\"and S-wave separation.\\n\",\"\\n\",\"**Note**: We are not using the transducers as receivers. We will record the\\n\",\"entire domain at every time-step and analyze that wavefield. Be careful, when\\n\",\"you adjust the domain and create a large mesh, this could take up a lot of\\n\",\"storage space on your computer.\"]},{\"cell_type\":\"code\",\"execution_count\":7,\"id\":\"8ce51eb7\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[],\"source\":[\"# Obtain sources from both transducer configurations\\n\",\"sources_spherical = transducer_spherical.get_sources()\\n\",\"sources_plane = transducer_plane.get_sources()\\n\",\"\\n\",\"# Store names so we can rerun the notebook without duplicating events\\n\",\"event_spherical_name = (\\n\",\"    f\\\"event_spherical_{SPHERICAL_FOCUS_POINT[0]:.5f}_\\\"\\n\",\"    + f\\\"{SPHERICAL_FOCUS_POINT[1]:.5f}\\\"\\n\",\")\\n\",\"event_plane_name = f\\\"event_plane_{PLANE_WAVE_ANGLE_DEG}\\\"\\n\",\"\\n\",\"# Create events for both beamforming strategies\\n\",\"p += sn.Event(\\n\",\"    event_name=event_spherical_name, sources=sources_spherical, receivers=None\\n\",\")\\n\",\"p += sn.Event(\\n\",\"    event_name=event_plane_name, sources=sources_plane, receivers=None\\n\",\")\"]},{\"cell_type\":\"markdown\",\"id\":\"2b51ac6f\",\"metadata\":{\"lines_to_next_cell\":0},\"source\":[\"Now we're ready to create the simulation configurations for both events.\\n\",\"Of note is mostly the `event_configuration` part, where we use the\\n\",\"`get_event_configuration()` method of the transducer classes to create the\\n\",\"appropriate event configuration with time-delayed sources. Additionally, we\\n\",\"add absorbing boundaries to the model to prevent reflections from the\\n\",\"domain edges, to simulate the block as if it was much larger.\"]},{\"cell_type\":\"code\",\"execution_count\":8,\"id\":\"920339f0\",\"metadata\":{},\"outputs\":[],\"source\":[\"# Simulation configuration for spherical beamforming\\n\",\"p.add_to_project(\\n\",\"    sn.SimulationConfiguration(\\n\",\"        name=\\\"sim_spherical\\\",\\n\",\"        elements_per_wavelength=2,\\n\",\"        tensor_order=1,\\n\",\"        max_frequency_in_hertz=CENTER_FREQUENCY_HZ,\\n\",\"        model_configuration=sn.ModelConfiguration(\\n\",\"            background_model=sn.model.background.homogeneous.IsotropicElastic(\\n\",\"                vp=VP_M_S,\\n\",\"                rho=DENSITY_KG_M3,\\n\",\"                vs=VS_M_S,\\n\",\"            )\\n\",\"        ),\\n\",\"        event_configuration=transducer_spherical.get_event_configuration(\\n\",\"            source_time_function_template=sn.simple_config.stf.Ricker(\\n\",\"                center_frequency=CENTER_FREQUENCY_HZ,\\n\",\"            )\\n\",\"        ),\\n\",\"        absorbing_boundaries=sn.AbsorbingBoundaryParameters(\\n\",\"            reference_velocity=1500.0,\\n\",\"            number_of_wavelengths=4.0,\\n\",\"            reference_frequency=CENTER_FREQUENCY_HZ,\\n\",\"            free_surface=[\\\"y1\\\"],\\n\",\"        ),\\n\",\"    ),\\n\",\"    overwrite=False,\\n\",\")\\n\",\"\\n\",\"# Simulation configuration for plane wave beamforming\\n\",\"p.add_to_project(\\n\",\"    sn.SimulationConfiguration(\\n\",\"        name=\\\"sim_plane\\\",\\n\",\"        elements_per_wavelength=2,\\n\",\"        tensor_order=1,\\n\",\"        max_frequency_in_hertz=CENTER_FREQUENCY_HZ,\\n\",\"        model_configuration=sn.ModelConfiguration(\\n\",\"            background_model=sn.model.background.homogeneous.IsotropicElastic(\\n\",\"                vp=VP_M_S,\\n\",\"                rho=DENSITY_KG_M3,\\n\",\"                vs=VS_M_S,\\n\",\"            )\\n\",\"        ),\\n\",\"        event_configuration=transducer_plane.get_event_configuration(\\n\",\"            source_time_function_template=sn.simple_config.stf.Ricker(\\n\",\"                center_frequency=CENTER_FREQUENCY_HZ,\\n\",\"            )\\n\",\"        ),\\n\",\"        absorbing_boundaries=sn.AbsorbingBoundaryParameters(\\n\",\"            reference_velocity=1500.0,\\n\",\"            number_of_wavelengths=4.0,\\n\",\"            reference_frequency=CENTER_FREQUENCY_HZ,\\n\",\"            free_surface=[\\\"y1\\\"],\\n\",\"        ),\\n\",\"    ),\\n\",\"    overwrite=False,\\n\",\")\"]},{\"cell_type\":\"markdown\",\"id\":\"46f62f30\",\"metadata\":{},\"source\":[\"## Running the Simulation\\n\",\"\\n\",\"First we show the current simulation configuration for both events. These are\\n\",\"exactly the same, as the source positions are equal.\"]},{\"cell_type\":\"code\",\"execution_count\":9,\"id\":\"bcd93d94\",\"metadata\":{},\"outputs\":[{\"name\":\"stdout\",\"output_type\":\"stream\",\"text\":[\"[2026-05-01 14:27:40,003] \\u001b[34m\\u001b[1mINFO\\u001b[0m: Creating mesh. Hang on.\\n\"]},{\"data\":{\"image/png\":\"iVBORw0KGgoAAAANSUhEUgAAA9IAAAPMCAYAAACuT4E1AAAAAXNSR0IArs4c6QAAAARzQklUCAgI\\nCHwIZIgAACAASURBVHic7N17XI/n/wfw16czpZJSonTQQSeVzCEiRk2zzWlDfOcwY2OsHL4bZsYw\\nm98YYzNy3IHCcsrI2cwccxYxOVdCSYnq8/790a/710fHj1PY6/l49Hh87tN1v6/rvu54d133/VGJ\\niICIiIiIiIiIKkWnqgMgIiIiIiIiepEwkSYiIiIiIiLSAhNpIiIiIiIiIi0wkSYiIiIiIiLSAhNp\\nIiIiIiIiIi0wkSYiIiIiIiLSAhNpIiIiIiIiIi0wkSYiIiIiIiLSAhNpIiIiIiIiIi0wkSYiIiIi\\nIiLSAhNpIiIiIiIiIi0wkSYiIiIiIiLSAhNpIiIiIiIiIi0wkSYiIiIiIiLSAhNpIiIiIiIiIi0w\\nkSYiIiIiIiLSQoWJ9J49e6Cnpwc9PT3o6upCpVIpy3p6erh69SoiIiIwbNiwUo+PjY2Fp6enVkE9\\nyjGPw9vbGzExMc/sfE+Dr6/vM6lD06ZNMWvWrBLr33//fbz//vtP7Dwigho1asDQ0BBGRkYwNjaG\\np6cnFi1a9MTOUSQ+Ph6mpqYQkRLbvvvuO7i4uCA1NRUqlQppaWlP/PwAsGDBAuTl5T2VskuzZcsW\\nJCUlPXY5xe+dR7mPnlW/fdi5c+cQHx//RON4uExtjBkzBlZWVvjoo48eK4Zn3Y+0ce/ePYSFhcHK\\nygq//vprie3FY1+zZg18fHyedYiPxM/PD6tXr67qMIiIiOhZEy0sWbJEXFxcSqxv2bKl/Prrr6Ue\\nk5OTI7du3dLmNI90zKPKzs4WXV1d+eeff57J+cpSUFDwWMenpaXJgwcPnlA0pcvPz5dq1arJrl27\\nSmxr3LixzJ0794md68yZMwJAbt++LSKF7bNt2zYxNjaWzZs3a1VWRW2bkZEhKpVKEhMTNdbfuHFD\\nzM3NJS4uTvLz8yUlJUW7SlTSP//8I/b29k+l7NIUFBSIs7OznD179rHKKX7vPOp99Cz6bWn69u0r\\nP/300xON4+EyK+v69euiq6srFy5ceKzzP2o/etzfPZW1fPlycXNzK7WdH4593Lhx8v777z+TuB5H\\nbm6u6Ovry7Vr16o6FCIiInrGtJranZCQAH9/f411arUaR44cwfXr1+Hj44NatWph+PDhyvaWLVsi\\nPj4eIoJx48bB09MT3t7e8PT0RGxsbKnneZRjDh8+jODgYHh6esLd3R3jxo1Ttn388ccYOHAg+vTp\\ng2bNmsHd3R3Hjh1T6mRubo7MzEyYmJhojEouWbIELi4upY7wzJw5Ey4uLqhfvz4CAgJw9OjRUuMa\\nNGgQ+vbti/DwcLRp0waNGjXCyZMnARSOugQGBmLAgAFo1qwZACApKQkdO3aEi4sL3N3d8e233wIA\\npk+fjrCwMI2yw8PDMXjwYKxbtw6tW7eGvr4+AODbb7+Fm5sb3Nzc0L59e5w/fx4A4OPjg7Vr1wIA\\nsrOzYWFhgfHjxyvlBQUFlTpSVCQxMRG5ubnw9fXVWJ+Xl4fjx4/D39+/wmtWVmwPO3z4MGxtbWFu\\nbg4A0NHRQXBwMNq1a4ctW7YAAJKTk9GhQwfUr18f9erVw3//+1/l+IiICAwePBjBwcHKKF9Z18zM\\nzAyurq44dOiQRgxjx45F69at8dprr2H06NH44osvAAB3797F4MGD4ezsDDc3NwwYMAD37t3D6tWr\\nNe6PKVOmQKVSoaCgAACwbds2uLu7Q61WK/skJCQgICAAmZmZ8PX1hVqtLrcvPyw+Ph7+/v5wcHCA\\ns7Mzli9frmw7ePAgWrZsCRsbGzg7O2PlypVQq9Vwc3PDpUuX0KlTJxw5cgT9+/fH6NGjNcp0dHRU\\nlstqt6J7x9HRUeOzhYUF9u/frxx//vx5VK9evcQIePF+Gxsbi6ZNm2LMmDEIDg6Gvb09fvnlFwCA\\nqakpDhw4oByXmJgIExMTJCcnl3m/AMDy5cvh5+cHHx8fNGjQQLl+/fv3x+LFizFt2jT89NNPGnFc\\nunQJ7du3R926deHv74+YmBgYGBjg/v375bbFw2UClevre/bsga+vLwwNDREaGoqzZ8+WW6ey+nxp\\n/cjJyQlxcXHKsWPHjkW/fv0AlH5/lBXv7du38c4778DT0xMNGzZEixYtkJiYWLIzFmvzovu/aJR/\\nxowZGDhwIG7evIlWrVppHFNa7AcPHkTNmjURGBgIa2trBAcH4+7duwDKvv9K4+vri88++wwhISFw\\ndHTEhAkTEB8fj5CQEDg5OWHGjBnKvn/88QcCAgLg5uYGf39/ZXZBeb/Tjhw5Ant7e3z//fdwdXWF\\ntbW10m+JiIjoJadN1t26dWuZNm2axroTJ06Irq6ufP3116JWq+XYsWMCQFJTU+XBgwdiaGgoZ8+e\\nlfj4eHF2dpacnBwREdm/f78MHjy4xDke5ZirV6+KhYWFrF+/XkREMjMzxcHBQVatWiUiIu3atRM/\\nPz9JT08XkcKRow8++EBERGbOnCkhISHKec+dO6fE4ejoKCtXrixxvj///FMsLS3l4sWLIiIyYsQI\\nCQ0NLbXNWrVqJUFBQXL37l0REYmIiJDOnTuLiMjkyZPFxsZGjhw5IiIit27dkjp16siyZctEpHBE\\n1NbWVrZv3y4bNmzQmA1w5MgRMTMzk5SUFPniiy+kV69eIiIyZcoUadq0qVLXyZMnS+vWrZV2+Pnn\\nn0VEZPbs2dKqVSsZNmyYiIgcOHBAHB0dJT8/v9R6iIgsW7ZMXF1dS6w/fPiw6OrqSk5OTrnXrLzY\\nHjZ69Gjp0KFDifUtWrSQ6dOni4jIq6++KqNHjxa1Wi0pKSlibGwsf//9t4iItG/fXpo3b67MbKjo\\nmv3nP/+RESNGKMsJCQliYmKijBIGBwcro40hISEyePBgycvLk7y8POnYsaN8/vnnsnv3bmnQoIGI\\niNy/f1+8vb3Fw8NDiSEsLEwWLlxYok7h4eEyYcIEEam4LxeXnZ0tZmZmsmHDBhERWbdunRgbG0tB\\nQYGkpqaKpaWlrFmzRkRENm7cKMbGxnL//n2ZP3++tGnTRimnUaNGGjNKvv76a6WPltduRffOw5+D\\ng4NlwYIFGvUbOnRoifiL99tJkyaJmZmZHD58WEREFi9eLA0bNhQRkSZNmsgvv/yiHNelSxcZPXp0\\nufdLTk6O6OvrK6Put2/flrffflvS09MlKSlJDAwMlJHR4nE0bdpUxo8fL2q1Wm7duiWurq7i6+tb\\nYVs8XKY2fX3s2LHSt29fESn/d4BI+X2+eD+6ffu2ANAYKe3YsaN89913IlLy/igv3rFjx0p4eLhS\\nzvz58+WHH34oUY9169ZJ3bp15fz58yJSeA9Vq1ZNiSEwMFAWL15cahsUj11ExMrKSnr06CF3796V\\ne/fuia2traxYsUJEyr7/HpaXlyeGhoYSGRkpIiL79u0TAwMDmTRpkoiI7Ny5UywtLUVEZNeuXWJl\\nZSXHjh0TEZE9e/aIqampZGZmlvs77fvvvxdzc3PZsmWLiIjMmjVL6bdERET0cqt0Iq1Wq8XMzEzi\\n4+M11i9evFj8/PyU5cuXLwsAycrKkiNHjoiJiYmo1Wo5efKkmJmZSVRUlNy5c6fM8zzKMWPGjJEu\\nXbporOvVq5eMGTNGRERq1aqlJCYiIv369ZORI0eKiEjv3r1l3LhxIiLi7+8vv//+u4iIzJkzR1q0\\naFHmOYsSYxGRqKioUpM+EREzMzPZvXu3sjxv3jxp2rSpiIh0795dhg8frmybNGlSiXK6d+8uX3/9\\ntVy4cEH09PQkLy9PRERee+01mTx5soiIvPXWW/LNN9/IvXv3xMTERP766y/l+JMnT0r16tVFRKRn\\nz54yd+5cKSgoEG9vb/n111/l3XffVbaV9p/j4iIjI6VHjx4l1s+fP1+8vLyU85V2zSqK7WHt27eX\\niIgIZfnu3bsye/ZsqVmzply+fFlECv/YUXyaqJ2dnVK+lZWVci2Ll1Hk4Ws2Z84cjeSyVatWMnHi\\nRGW5Zs2acuDAAdm9e7eYmprKvXv3NI7t2LGjnDlzRmrXri0ihffFf//7X2nevLlcuHBBEhMTxd7e\\nvtRprR4eHrJ27VoRqbgvP6x4nc6fPy+GhoYiIjJhwgR56623lG1qtVpSU1NFROTDDz9UkouiqanF\\np7X37NlTo+5ltVvxe6f458jISKVfHz9+XGrWrCk3btwoEXtRvxUpTI6L7kmRwsdIAgICRETk3Xff\\nVZKsffv2iZWVlWRkZJR7vxQUFIidnZ2MGjVKrly5orFPdHS0+Pv7l4jjwIEDUr16dSVhEhHp0aOH\\nkuSW1xbFy9S2rxdPcMurk0j5fb54P9q6davY2NholFOnTh3lsYzi90dF8f7000/i4uIif/zxh/L7\\npzQtWrSQWbNmaayztbWVzZs3i1qtFhMTEzl69GipxxaPPTk5WfT09DT6jLOzs6xfv77c++9hx44d\\nE0NDQ+WaHTx4UExMTCQ3N1dECpPnounk7dq1kylTpmgcb2VlJfv37y/336G+fftq/J5atmyZ0m+J\\niIjo5Vbpqd3//PMPMjMzS0ztPnjwIEJDQ5XlkydPwsHBASYmJkhISICvry9UKhU8PDwQFxeH9evX\\nw97eHsOHD0d+fn6J8zzKMXv37kVwcLDGupSUFFhbW+PSpUvIyMjQ2H7y5El4eXkp8QcEBAAA/P39\\ncfz4cdy7dw+TJ0/G9OnTS22LFStWoEuXLmjZsiWaNWuGcePGKeUVl5ycjOzsbDRv3lxZd+XKFdSp\\nUwdA4fTlkJAQZduuXbtw4MABODg4KD87duxA7dq1Ub9+fRgaGiI5ORk7d+7EiRMnEBERobSZn58f\\nDh8+jJycHPTs2VM5PjQ0FPb29gCA2rVrIysrC7GxsQgMDET9+vWRmZmJy5cvY/fu3ejbt2+p9S1y\\n4sQJeHt7l1i/b98+NGnSBADKvGYVxfawhIQEzJs3D+bm5jA3N4ebmxu2bNmCXbt2oV69erh+/Toi\\nIyPRpk0btGjRAk2aNMHVq1fh6emJK1eu4ObNm3j11Vcrfc1eeeUVJCQkQETw22+/4dq1a8p05+Tk\\nZGRlZcHLywu7du1CXl4e3N3dlXp8+eWXsLW1VdoXAGbPno2hQ4fCxMQEmZmZmDFjBiIjI5Xp90Xu\\n3buHM2fOKPdVeX35YQcOHMCAAQMQGBiI5s2bo2PHjspL+nbv3o02bdoo+6pUKtSuXVtp26LzHT9+\\nHIaGhnBxcdFo+6Lp++W1W/F7p7T7CAA+++wzjB49GpaWlqVeYz8/P+Vz8etV/B718PBQpoV/8skn\\n+Pzzz2FmZlbu/aKjo4M///wTd+/eha+vLzp27IjU1NQS9S8ex4EDB+Dr64tq1aop29LS0pQYy2uL\\n4mU+Sl8vau/y6lRen3+4Hx0+fFijjmlpaUhJSUGjRo1K3B8VxTtw4EB89tlnmDRpEuzs7BAVFVWi\\nDmq1Gvv379fouwUFBUhPT4e1tTWSkpLw4MEDNGzYsMSxD8d+8OBBNGnSROkzOTk5SE5OrvD+K61d\\nAwICYGxsDKBwGnbz5s1haGiobPfw8ICIYPfu3Zg9e7ZGu+fn58PCwqLcf4dK+/evtH8LiIiI6CVU\\n2Yw7Ojpa6tevX2J9s2bNJDo6WlmeOnWqMqI2bNgw+eijj0ock5qaKj4+PqVOc32UY5o2baqxPisr\\nS0xNTeXgwYOyZs0a8fDwULYVvTDr6NGjkpWVJTo6OnL16lURKRzZ6NGjh3zzzTfSvXv3Utth586d\\nYmpqKocOHdI4f2kvW/v999/F2tpaY13Lli1l+vTpkpmZKSqVShklFBFp3ry5LF++vNTzihSOmMfF\\nxUnz5s2VqZ+3bt0SAJKeni6bNm0Sd3f3Mo//8ssvZezYsdKqVSs5ffq0HDt2TIKDg2X06NElpuyX\\nJjQ0VJlWXSQrK0tq166tTC8urvg1qyi24i5duiQA5NSpU2XuExwcLAMHDlRGDzdu3KhMO1+7dq3G\\n9MrKXLMHDx6IkZGRnDp1Suzs7DTqs3r1avH29hYRkU8//bTUxwuKGBgYyMaNG5WR+y5dusiqVavE\\nzs5OsrOzS+z/999/K6PYRXGV1ZeLu3v3rtSoUUOioqJErVaLiMh///tf5QVNAQEBsmTJEmX/pKQk\\nycjIkIKCAjE2NlbadsmSJdKkSRNlv8uXL4tKpZLLly+X227F752H76OTJ0+KjY2N7N+/X+zt7TVG\\nD4sU77dFL3srfi+0b99eGaVdu3atNG3aVP744w9xc3NTRkUrul+K3L9/X9599135z3/+IyKF/bjo\\nxXjF4/j000+lW7duynHp6eliZGQkO3furLAPFS9Tm76empoqKpVKMjMzK6xTeX3+4X7Ur18/GTVq\\nlLL8888/i7Ozs4iUvD+0iffw4cNSvXp1Zfp2kZycHFGpVBovmyuaOp2bmysrVqzQmAVQ3MOxf/LJ\\nJ/Lhhx8qy3v37pVatWqJSMX3X3EREREyZMgQZXnIkCEyevRoZblfv34yZswYyc3NFZVKVamXCRb/\\nnVb0gr20tDRle0hISIlReSIiIno5VXpEurQXjeXn5+Po0aPKiA2gORJSNNJz584dvP7668qIkKmp\\nKQwMDGBkZFTqebQ9plWrVoiNjUVBQYHyYpjAwEA0btxYY9QLKHxRkVqthoeHBw4dOgRra2tlNMPf\\n3x9HjhzBt99+i6+++qrUdjh79izq1q2rlLl06VLs378fHh4eJfY9evQo7ty5g8OHDwMANm7ciBMn\\nTuDdd9/FkSNHUKdOHWWUEACaNGmCzZs3Q61WQ0QwefJkzJ49W9nu4eGBRYsW4cGDBwgPD1fay97e\\nHrVq1YK3tzeuX7+uvAjon3/+QceOHXH79m0AhSPSu3fvRo0aNeDu7o4aNWogPT0dMTExGDx4MEQE\\nUVFRZX7F02uvvYa5c+ciISEBeXl5OH36NLp16wZ/f3+EhoaWe80qiq24ohdXubu7lxpH0XVo27Yt\\nqlWrhpSUFHz55ZfKNXj4mlfmmunr68PPzw+RkZHw8/NDx44dNeIpOrZJkybYs2ePMvK8ceNGvPvu\\nu8q+lpaWmDp1KiIjIwEANWrUwMyZMzFw4EBUr1691HrY2Ngoy+X15eKuX7+OrKwsdOzYESqVCvv2\\n7cPSpUuVOjVq1AibN2+GiODSpUvo0KEDDh48iKtXryI7O1s5Z25urjK6dv/+fURGRsLCwgL16tUr\\nt92K3zsP30fu7u64c+cOIiIiMHny5DLv86J+e+TIEWVEv8iRI0eU83p4eODatWuYMGECvvnmG+jp\\n6SnXoqz75b333sOuXbuUa1ujRg0ljuJtXjyO+vXr48SJE8jNzcW9e/cQERGB3NxcNGrUqMI+VLxM\\nbfu6k5MTTE1NK6xTeX3+4X5U/Lpev34dkyZNUka9H74/yot33759GDBggPLCxVq1akFHRwcGBgYa\\n9ahWrRoaN26MlStXAih8IdiYMWMwatQoGBoaljhncQ/HfvDgwRL/plT2/nu4bYu/GLF4OUXb/f39\\nYWhoCG9vb2zcuBFA4YsYe/fujb/++qvc32kJCQmwsbGBlZVViTIBYMOGDWW+hJKIiIheApXNuEND\\nQ5WXtBQ5evSo1KhRQxkRExFp0KCBxMXFiVqtFlNTU0lISBARkW+//VYaNGggXl5e4unpKWPGjCnx\\ntSuPcoxI4QuZwsPDxdnZWVxdXaVPnz5y8+ZNERF58803lecwRQqfYWvcuLGIiPzP//yPdOrUSdlW\\nNMLw8ccfl9kOmZmZ0r59e/H29pZ27dpJfHy8+Pr6SuPGjTXaQUSkc+fOMnHiRGnTpo24uLiIn5+f\\n8rz0zJkzJSwsTGP/W7duSffu3cXBwUGcnJykZ8+eGs8JTpkyRQDIjh07lHXTp0+XN998U1mOjo6W\\nhg0birOzs3h7e8tvv/2mbIuNjRUAynPu6enpAkDGjh0rIoWjlgDk+vXrpda9oKBAJk6cKA4ODlKt\\nWjVxdXWVcePGSVZWlrJPedesvNiKmzBhgvLiqrL8/PPP4ujoKIGBgfLBBx/I0qVLxcLCQn799VeN\\nZ29FKn/NPv74YzEyMirxFU6vv/66zJgxQ1keO3asODo6irOzs7Rq1UrpryIivr6+EhgYqCwPHTpU\\nTExMyvw6t0OHDom5ubnyPH55fflhERER4uzsLK1bt5YZM2bI8OHDpX79+nLixAm5du2ahISEiLW1\\ntTg5Ocn8+fNFpHDk0NXVVerVqycXLlyQGzduSNOmTaVx48bStWtX+eyzzyQoKKjCdps+fbpy7zx8\\nH4kUzlTx9/cvcU8UKd5vZ8yYoXEvFI2KF43SFhQUSLVq1TSeYRcp/36Jj49XXvbm4eEhPXr0UF6k\\nFR4eLhYWFhIdHa0Rx71796Rr165iZ2cnQUFBMnnyZHF0dKywLdRqtUaZIpXv61OnTpWuXbtWqk7l\\n9fmH+9GePXvEyclJ2rZtK/3795devXrJ+PHjRURK3B/lxZubmysDBgwQR0dH8fHxET8/vzK/6vD0\\n6dMSFBQkLi4u0rBhQ5kwYYJy74eEhMjs2bNLPe7h2C0sLOTAgQPK9vfee09jJLm8+684c3NzpZyi\\nmRinT58WkcIZKAYGBsq9fvToUWnRooU4OTmJi4uLjBs3TnnxYlm/07777juNfnvlyhXR0dFRnsmu\\nW7dumdediIiIXnwqkWLf9/Qvd/bsWbRu3RonT56EhYXFY5fn5OSEJUuWlPi6F6KX2YMHD+Dl5YUF\\nCxYgKCioqsPRiohApVIBAMaMGYOUlBQsXLiwiqMiIiIioueNVt8j/TK7efMmwsPD8dVXXz2RJPrO\\nnTtITk5WXv5E9G+Qn5+PoUOHIjAw8IVLolu1aqV87/G5c+cQFRWF/v37V3FURERERPQ8YiINIDIy\\nEo0bN0avXr3KfN5OW8eOHYONjc0TScqJXgTR0dFwcHBAQUEBfvzxx6oOR2sTJ07ExIkTUb9+fXTq\\n1AnffPMNWrZsWdVhEREREdFziFO7iYiIiIiIiLTAEWkiIiIiIiIiLTCRJiIiIiIiItICE2kiIiIi\\nIiIiLTCRJiIiIiIiItICE2kiIiIiIiIiLTCRJiIiIiIiItICE2kiIiIiIiIiLTCRJiIiIiIiItIC\\nE2kiIiIiIiIiLTCRJiIiIiIiItICE2kiIiIiIiIiLTCRJiIiIiIiItICE2kiIiIiIiIiLTCRJiIi\\nIiIiItICE2kiIiIiIiIiLTCRJiIiIiIiItICE2kiIiIiIiIiLTCRJiIiIiIiItJChYn0hAkTEBoa\\nWmL9ypUrUa9evacSFBEREREREdHziiPSRERERERERFp4Iom0Wq3GsGHD4OzsDBcXFwQEBGDv3r0A\\ngNzcXPTt2xcODg6ws7NDWFgY0tLSAAAFBQUYPnw47Ozs4Ofnh+XLl0NPTw8XL14EAPz9999o3rw5\\n3Nzc0KhRI/z222/KOT/++GN069btSYRPREREREREVGl6T6KQLVu2YOPGjTh16hQMDQ0RFxeH6Oho\\nNG/eHDNmzEBSUhLOnj0LHR0dhIWFYfLkyfjuu++wcuVKxMbG4siRIzA3N8fgwYNRUFAAXV1dZGRk\\nICwsDPPnz0eXLl3wzz//oHHjxvDx8YGnpyf69euHe/fuPYnwiYiIiIiIiCrtiYxI29raIi0tDcuW\\nLUNqaio6duyIGTNmAABGjhyJTZs2wcDAAHp6emjXrh2SkpIAAFu3bsUbb7yBWrVqQVdXF4MHD1bK\\n3Lp1KywsLNClSxcAgJOTEzp16oSYmBgAQKNGjdCsWbMnET4RERERERFRpVWYSOvo6KCgoKDE+gcP\\nHkBPr3BA28vLC6tWrcLGjRvh7u6Opk2bYs+ePQCA8+fPo3///njllVfQrFkzzJ07F2q1GgBw8+ZN\\n1KpVSynT0dFR+ZySkoLLly/DwcFB+dm8eTPS09Mfr8ZEREREREREj6HCqd12dnY4e/Ys1Go1dHT+\\nP+8+duyYRuL76quv4tVXX0V+fj5+/PFHdOnSBampqQgPD0dwcDBWrFgBlUqFqVOnYufOnQAAc3Nz\\nZGRkKGUkJycrn21tbeHi4oLjx48/iXoSERERERERPREVjkh37twZDx48wKhRo5Ceno7s7GysXLkS\\n33//PSIiIgAACxYswODBg5Gfnw89PT14eHhARAAAN27cQOPGjaFSqZCUlITo6GjcvXsXABAYGIi4\\nuDhkZWVBrVZj4cKFynnbtm2L69evIy4uDgCQnZ2NgQMHIiEhAQBw/PhxHDhw4Mm2BhEREREREVEF\\nKkykzc3NsXPnTpw7dw4NGjSAlZUVvvrqKyxevBhvvPEGAODtt99GVlYWnJyc4OTkhFGjRuHXX38F\\nAEydOhWffPIJPDw8MHbsWPzwww84c+YMhg0bhvDwcOWt3M2bN0ebNm0AACqVCmZmZli/fj0mTZqE\\nBg0awNvbGxYWFvDx8QEAREVFYdq0aU+pWYiIiIiIiIhKp5KioeMqUvSWbgC4fv06bG1tkZ2djerV\\nq1dlWERERERERESleiJv7X5Ue/bsQd26dXHlyhUAwLx58xAQEMAkmoiIiIiIiJ5bT+R7pB9VYGAg\\nhg4disDAQACFX3G1bNmyqgyJiIiIiIiIqFxVPrWbiIiIiIiI6EVSpVO7iYiIiIiIiF40TKSJiIiI\\niIiItMBEmoiIiIiIiEgLTKSJiIiIiIiItMBEmoiIiIiIiEgLTKSJiIiIiIiItMBEmoiIiIiIiEgL\\nTKSJiIiIiIiItMBEmoiIiIiIiEgLTKSJiIiIiIiItMBEmoiIiIiIiEgLTKSJiIiIiIiItMBEmoiI\\niIiIiEgLelUdwONS5+ej4P4DiFqe+rlUOiroGhpAR++FbzYiIiIiIiJ6RC/8iPSzSqIBQNSCgvsP\\nnsm5iIiIiIiI6Pn0wifSzyqJrqrzERERERER0fPlhU+kiYiIiIiIiJ6lly6RXvrLzzA0NYGhqQks\\n69bBa2+8jjNnzzzTGMzNzWFgYAAjIyMYGRnB2NgY3t7e+Pnnn5V9HBwcsGXLlgrLGjx4MEaOoFmv\\ncAAAIABJREFUHFnm9h9++OGJxFyV+vbti3Hjxj3SsStWrMCtW7cAAKmpqVi9evWTDI2IiIiIiKiE\\nly6RBoBXApog+1YGEo8dh421DQYMGvTMY1i7di1yc3ORm5uLzMxMTJ06Fe+99x4OHjwIADhw4ACC\\ngoIe6xzXrl3DlClTnkS4L6xx48YpifSWLVuYSBMRERER0VP33CTS586dw+3bt59YeXp6erCsZYmB\\nAwbg2InjAAC1Wo23w3vB1qE+6jk5oHe/d5GRkVF4/vPnYd/ACRO+nITGzZsioEUzXEhOLrXsjIwM\\nqFQqnDhxotKxvP7663B2dsbRo0cBAE2aNMGuXbsAFCbVvr6+aNCgATp37oyRI0eiX79+yvG5ubno\\n2rUrrK2t0aBBA+zcuRM5OTlo1qwZUlJS4O7ujgsXLmic8/Lly6hWrRrmzZuHtm3bol69epg9eza+\\n/vprtGnTBo6OjlixYoWy/5w5c+Dh4QE3NzcEBARg27ZtAIDExESoVCqNsn19fbFy5UoAQFRUFNzd\\n3eHi4gJ3d3csWLBA2W/hwoXw8vKCu7s7WrZsiYSEhDLb6NatWwgJCYGNjQ18fHywf/9+AMCPP/6I\\nNm3alGj79PR0dOvWDefOnUNISAg+//xzDB8+HOvWrUOrVq0AABcvXkSnTp3g6uoKNzc3fPDBB8jO\\nzgYADBgwAKNGjcLbb7+NwMBAuLu7Y+fOnZW4mkRERERE9G9X5Ym0iCAgIAAuLi6wsrLCJ5988sTK\\nVqvVWB0bC5cGDZR1zZs2xYnDCTh3KhFqtRqfT/pC2ZaaloYmjRvj0N59aBfcFrPmfF9qucbGxoiJ\\niYG9vX2l4sjPz8fq1avxzz//oEWLFhrbRATvvvsuevfujXPnzuGLL75AVFQUdHV1lX1+//13TJky\\nBampqejWrRvGjRuH6tWrY+HChbC2tkZiYiIcHR01ytXX10dubi50dHSwbds2/PjjjxgxYgSsrKyw\\nY8cOfPPNNxg/fjwAYOvWrZg4cSI2bdqEM2fOYMqUKejcuTNu3rxZbr1ycnIwaNAgxMXFISkpCfHx\\n8VizZg1yc3Oxe/dujBw5EmvWrEFiYiIiIyPxxhtv4MGD0t96vmrVKsyePRspKSno2rWrxh8SyrJ8\\n+XIAwKZNm/DFF19g8ODB6NSpE3bv3g0A6N27N7y8vHD27FkcO3YMiYmJmDp1qtI+0dHRmDNnDvbs\\n2YN+/frhs88+q/CcREREREREVZ5I79y5E4cOHQIAFBQUYOnSpRB5vDdjJxw9AvsGTqhla4P4rVsx\\nd9ZsAICOjg4ihg2HhYUFjIyM0OudHjh67LhyXPXq1RH2WkcAQNMmTXDu/LlSy9fX10e3bt1gampa\\nZgzdunWDubk5zM3NYWRkhKlTp2LVqlVo2LChxn7Xr1/H6dOnlcTRx8cHLVu21NgnNDQUbm5uAIC2\\nbdvi0qVLlW6Lzp07AwAaNmyIvLw8dO/eXVm+cuUKAGD16tV48803YWdnBwDo0KEDatWqpSSkZTEy\\nMkLt2rUxb948nDlzBnZ2dli3bh2MjIwQHR2Nrl27wtnZGQDQpUsXqFQq/PXXX6WWFRoaCldXVwCF\\no8WnTp1CWlpapev5sBs3buDPP//ERx99BAAwNDREv379sH79emWfkJAQWFlZAQD8/Pxw8eLFRz4f\\nERERERH9e1R5Im1kZKSxLCLIy8t7rDK9PD2xf89eXDl/AUcPHETTJq8AKByhnvDlJPgENIarlwc+\\nHPYRHuT9/whpDRMT5bOenh5yc+8/cgwrV65ERkYGMjIy0KtXLzg7O6Njx44l9isa9bWwsFDWPTy6\\nXLNmTeWzjo4OCgoKKh2Hyf/VqWiEu/hyUTmpqalKQlnE0tISqamp5Zato6ODnTt34vbt22jfvj0c\\nHR0xf/58AEBKSgpiYmLg4OCg/OTk5CAlJaXUsmxsbJTPtWrVAgDl2edHURR78Xo9XKfifwjRtl2J\\niIiIiOjfq8oT6aZNm8LLywtAYXI3cOBAGBgYPFaZ+nr6sLG2hrGxscb6latXY1P8ZmzfvBlnT5zC\\n7BkzH3v0uzK++uorbNiwAVu3bi2xzdzcHACQmZmprEsu49nsp8XGxqZE0nzjxg3UqVNHScCLt9Od\\nO3eUzy4uLvjpp59w6dIlLFu2DBERETh16hRsbW3Rp08fJCcnKz/p6eno0aNHqTEUn0ZelEBbWlpC\\nV1e3zHNXVCcAGvUqqhMREREREdHjqPJEWqVS4fjx40hKSsKNGzcwceLEp3auzDuZqFe3HmpZ1EJ+\\nfj5+/u23RyonLy8PsbGxyMrKqtT+tra2+PTTTzFkyJASzwjXrVsX9evXV573PXHiBPbu3Vupcg0M\\nDJCdnV3mc8eV1bVrV6xduxaXL18GAGzYsAF37txBUFAQ6tSpAz09PZw8eRIAsGPHDmW/o0ePIjg4\\nWEl83d3dYWhoCBFB9+7dERMTo/xR4MKFC+jevbvysq+H/fHHH7h69SoAYOnSpfDx8YGlpSXs7Oxw\\n/vx55ObmAgCWLVumHKOjowNdXV3lJXUGBgbKZ0tLSwQFBWHOnDkACl/YFhUVhS5dujxWWxERERER\\nEVV5Il2kQYMGGlOYn4Ze7/RAfn4+mrduhTe7dYHHQ88rV1Z2djY6d+6s1TO1I0aMwIMHDzB9+nSN\\n9To6OoiKisKMGTPg6uqKadOmoWfPniXelF0aPz8/1K1bF/Xq1Svz2ePKCA4OxoQJExASEgI3NzdM\\nmjQJa9euhbm5OUxMTDBlyhR07doVr776KuLi4hAYGIiCggL4+PigTZs2CAgIgKOjIwIDAzF+/Hh4\\nenqiZcuWmDJlCsLCwtCgQQOEhYWhU6dOJWYJAIXPxr/99tsYMGAAnJ2dsWLFCixatAgA0L59ewQG\\nBuKVV15BSEgI6tWrB5VKhYKCAujo6KBHjx549dVXMXPmTLz22mvYt28f7O3tUVBQgGXLluH48eNw\\ndXVFo0aNEBAQUO53chMREREREVWGSp7F3Oan6EFW6SOcT5NBjZLJ4ONSq9XQ0Sn8u8agQYNgbm6O\\nadOmPfHzEBERERER0eN5bkak/81CQ0MxduxYAIVv8V63bh2CgoKqOCoiIiIiIiIqDUekH8GTHpFO\\nTEzEwIEDkZycDH19fQwYMEBJrImIiIiIiOj58sIn0nnZORD1s6uCSkcFfePqz+x8RERERERE9Hx5\\n4ad26xoaQKVT8Yu5ngSVjgq6ho/31VxERERERET0YnvhR6SJiIiIiIiInqUXfkSaiIiIiIiI6Fli\\nIk1ERERERESkBSbSRERERERERFpgIk1ERERERESkBSbSRERERERERFpgIk1ERERERESkBSbSRERE\\nRERERFpgIk1ERERERESkBSbSRERERERERFrQq+oAHpc6Px8F9x9A1FKlcah0VNA1NICO3gvfpERE\\nRERERFSOF35E+nlIogFA1IKC+w+qOgwiIiIiIiJ6yl74RPp5SKKLPE+xEBERERER0dPxwifSRERE\\nRERERM/SS5dIT/16GgxNTUr8ZGdnV3VoAABzc3O4u7uXWH/v3j2YmpqiZcuWVRDVo0lJSYFKpcLd\\nu3efaLmLFy9+odqBiIiIiIj+XV66RHr0iJHITEtXft4f8B46hb0OY2Pjqg5NkZOTgz179misW7Vq\\nFczMzKooIiIiIiIiIqqsly6R1tXVhZGREYyMjHA6MRHRq1Zi5vT/Ubavj9sAL38/2NS3Q693+yAj\\nI6PCbe8NHoTX3ngd9g2cMGXaV3Dz9sSb3bqWev6MjAyoVCqcOHGizBg7deqEhQsXaqxbsmQJQkJC\\nNNbNmTMHHh4ecHNzQ0BAALZt2wYASExMhEql0tjX19cXK1euBABERUXB3d0dLi4ucHd3x4IFC5T9\\nFi5cCC8vL7i7u6Nly5ZISEgoEd+iRYvQoUMHZXn06NGoVasWRAqfAY+JiUHz5s2V7WvXroWHhwfM\\nzc3Rp08fqNVqAMC1a9fQpUsXuLm5wcPDA2PGjEF+fj4A4P79+xgxYgTc3Nzg7u6Ot99+G+np6WW2\\nGRERERER0fPiuUik16xZg/DwcAwfPrzUxO5RqNVqDI0Yjs/HfoZ6desCANJu3EDfge/hx++/R/KZ\\nJKjVgs8nfVHhNgAIbt0GM76Zjp+iFuDI/oNIOpeE5IsXS5zX2NgYMTExsLe3LzO2d955B6tXr1am\\nm1++fBknTpxAu3btlH22bt2KiRMnYtOmTThz5gymTJmCzp074+bNm+XWOycnB4MGDUJcXBySkpIQ\\nHx+PNWvWIDc3F7t378bIkSOxZs0aJCYmIjIyEm+88QYePNB823iHDh2wd+9eJendvn07GjZsiGPH\\njgEAduzYgdDQUGX/I0eO4MSJEzh9+jTWr1+P7du3AwD69OkDOzs7JCYm4sCBA9i+fTvmz58PAJg2\\nbRr27t2LQ4cOITExETY2NhgyZEi5dSMiIiIiInoeVHkinZKSgs6dO+PXX3/FrFmz8MEHHzyRcuct\\nWAAdlQ4GDxyorNu6bRv8GvmiZYtAGBkZYfjQoYj7448KtwGAo4MjHB0cYW9nj2rVqqFe3bpIu5FW\\n4rz6+vro1q0bTE1Ny4zN1tYWLVq0QHR0NABg2bJl6NmzJ/T19ZV9Vq9ejTfffBN2dnYACpPbWrVq\\nYffu3eXW28jICLVr18a8efNw5swZ2NnZYd26dTAyMkJ0dDS6du0KZ2dnAECXLl2gUqnw119/aZRR\\nt25d2Nvb49ChQ8jIyEBOTg7eeOMN7NixA0BhYl08kf7oo4+go6ODOnXqoGHDhrh06RJu3ryJbdu2\\nYfTo0VCpVDA2NsbAgQOxYsUKAIWj2kOGDIGJiQkA4OOPP8aqVauU5J2IiIiIiOh5VeWJdGxsrDJl\\nGAD279+P69evP1aZqWlp+HLqFPww+3vo6Px/FW+k30Dt2lbKsnVta6SmpVW4DQB0dXWgq6sLXV3d\\n/1vWfaykr3///sr07iVLlqBv376adUhNhZWVlcY6S0tLpKamlluujo4Odu7cidu3b6N9+/ZwdHRU\\nRoFTUlIQExMDBwcH5ScnJwcpKSklygkJCcGuXbuwfft2tGzZEq1atcKOHTuQmpqKtLQ0NGnSRNm3\\nZs2aGucvKChQygwMDFTONX78eGW6fEpKCkaMGKFsa9u2LUxMTEqNhYiIiIiI6HmiV9UBvPnmm/jw\\nww+VZPqVV15BnTp1HqvMUZ/+F/379oWXp6fGeitLK6Sl3VCWU9NSUfv/ktXytpWl+B8AtPXGG2/g\\ngw8+wIoVK2BiYgIfHx+cPXtW2W5jY1Miab5x4wbq1KmjJPMiojwrfefOHWU/FxcX/PTTTwCAP//8\\nE6GhoQgMDIStrS369OmD2bNnVxhfhw4dMGfOHFy6dAlt2rRBQEAADh48iO3bt6N9+/Yaf6Aoja2t\\nLQDg0KFDqFWrVqnbx48fj65dS3/WnIiIiIiI6HlV5SPSderUwapVq9CrVy8MGzYM8+bNe6zytm7f\\njv0HDmDE8I+Rm5ur/IgI2gYH4/CRBPz51x7k5uZi1pw56Bj6GgCUu00beXl5iI2NRVZWVrn76evr\\nIzw8HCNHjkS/fv1KbO/atSvWrl2Ly5cvAwA2bNiAO3fuICgoCHXq1IGenh5OnjwJoPCZ5aL9jh49\\niuDgYNy6dQsA4O7uDkNDQ4gIunfvjpiYGCQnJwMALly4gO7du5f61WCtW7fG4cOHsX37dgQHB0Nf\\nXx+urq6YO3euxrTustSsWRPt2rXDN998A6DwmfWvvvoKy5YtAwB069YNc+fOVc4dFxeHyMjICssl\\nIiIiIiKqalU+Ig0AnTt3RufOnZ9IWStXr8KF5GRY29fTWH/47/3w9PDAop/mY9CQIUi/mY7g1m3w\\nxWfjAQDWtWuXuU0b2dnZ6Ny5M44fPw4vL69y9+3fvz/mzp2LXr16ldgWHByMCRMmICQkBAUFBahZ\\nsybWrl0Lc3NzAMCUKVPQtWtX2NnZwd/fH4GBgSgoKICPj48ygiwiMDAwwPjx4+H5f6PzU6ZMQVhY\\nGO7fvw8DAwN88sknpX41WLVq1eDh4YErV67AxsYGABAUFIQvvvhCeba7IkuXLsXQoUPh7OyMgoIC\\nBAQEoH///gAK3wSemZkJPz8/FBQUoHbt2pg1a1alyiUiIiIiIqpKKnmc+cnPgQdZJUdTq5JBjefn\\n+6qJiIiIiIjoyavyqd1ERERERERELxIm0kRERERERERaeOETaZWOqqpDUDxPsRAREREREdHT8cIn\\n0rqGBs9FAqvSUUHX0KCqwyAiIiIiIqKn7IV/2RgRERERERHRs/TCj0gTERERERERPUtMpImIiIiI\\niIi0wESaiIiIiIiISAtMpImIiIiIiIi0wESaiIiIiIiISAtMpImIiIiIiIi0wESaiIiIiIiISAtM\\npImIiIiIiIi0wESaiIiIiIiISAtMpImIiIiIiIi0wESaiIiIiIiISAtMpImIiIiIiIi0wESaiIiI\\niIiISAtMpImIiIiIiIi0wESaiIiIiIiISAtMpImIiIiIiIi0wESaiIiIiIiISAtMpImIiIiIiIi0\\noFfRDk4/3H0WcdBL6jOjmKoOgV5Q/fr1q+oQiIiIiIhKVWEiTfQ43nrrraoOgV5AsbGxVR0CERER\\nEVGZKkykPzOK4cgQPZJFixYBYCJNREREREQvFz4jTURERERERKQFJtJEREREREREWmAiTURERERE\\nRKQFJtJEREREREREWmAiTURERERERKQFJtJEREREREREWniiifTMmTOhUqmwfPnyEtu+/PJLqFQq\\nbNmy5bHO4e7ujvXr11dqX3NzcxgYGMDIyAhGRkawtbXFoEGDcOfOnceK4WGLFy9Gy5Ytn2iZ/zYH\\nDhzAtGnTcPr06RLb/vrrL0ybNg3JycmPdY758+fj3Llzldp3yZIlSEhIqNS+MTExmDlzJs6cOfM4\\n4RERERER0QviiY9I29nZISoqqsT6pUuXom7duk/6dBVau3YtcnNzkZubi7///hunTp1CREREif0K\\nCgoe+RzvvPMO1q5d+zhhEoAaNWrg6NGjJdafOHECNWrUqIKIKpaTk4N//vkH/fv3h5ubW1WHQ0RE\\nREREz4Deky4wMDAQ8fHxuHjxIurXrw8A2LNnD0xNTVG9enVlv/v372PMmDFYv349VCoVfHx8MHfu\\nXFhaWiItLQ19+/bF2bNnoVar4eHhgaioKFhbWwMAkpKS0KxZMyQlJcHd3R0xMTGwtbWtMDZ7e3uM\\nGjUK77//PgBg0aJFiImJgZGREZKTk3H48GH8/fffiIiIwK1bt2BkZIRPPvkEPXv2xKeffoozZ85g\\n9erVSnndunWDu7s7GjRogAULFuDPP/8ss15ZWVnw8vJCRkYG9PX1ERcXh7CwMBw5cgSNGjXCjRs3\\nUK9ePaSnpz+3SePTVrduXVy8eBGZmZkwMzMDAFy5cgWGhobQ19dX9svPz8fOnTtx/vx5qFQqWFlZ\\noUOHDqhevTqys7MRFxeHW7duQURgaWmJ0NBQmJiYAABu376NZcuW4datW7CwsMBbb71VYXvHxcXB\\nyMgId+7cQVZWFnJzcxESEgJra2ssW7YMALB8+XK0bt0aTk5O2LFjBy5cuACgcFZEhw4dYG5u/jSa\\njIiIiIiIqsATH5HW1dVF9+7dsXjxYmXd4sWL0adPH+Tn5yvrpk2bhr179+LQoUNITEyEjY0NhgwZ\\nAqBwirilpSXOnTuH8+fPIzAwEJs2bVKOXb9+PTZt2oSUlBTo6Ojghx9+qHR8arVaScqMjIywe/du\\nDBgwAIcPH0ZGRgbCwsIwatQonDlzBr///js+/PBDnDx5Er1798bGjRtx9+5dAMDdu3cRFxeHPn36\\naJRfVr0cHR1ha2uLgwcPAgC2bduGwMBA7NixAwCwY8cOtGjR4l+bRAOAjo4O3NzccPz4cWXd8ePH\\n4eHhAbVarazbt28frl27hr59+2LgwIEwMTHB5s2bAQAHDx5EtWrVMGjQIAwaNAh169bVmBJ+7tw5\\ndO/eHUOHDoVKparU9G1dXV0kJiaiffv26NOnD7y9vbF7924YGhoiPDwcANC3b1+4ublh7969SE9P\\nR//+/fH+++/D2tq60o8iEBERERHRi+GpvGysf//+WLx4MUQE9+7dQ2xsrJJwFImJicGQIUOUkcKP\\nP/4Yq1atQn5+Puzs7LBv3z5s2LABOTk5+PTTT/Gf//xHObZv374wMzODvr4+WrVqhUuXLlUqritX\\nrmD69Ono0qULAEClUsHc3BxhYWEAgK1bt8LCwkLZ7uTkhE6dOiEmJgaenp5wc3NTkqLY2Fh4e3uX\\nmM5bXr06dOiAXbt2AShMpEeNGqUk0tu3b0doaGil2/hl5e3tjePHj0NEkJeXh6SkJHh6emrsk5iY\\nCH9/fxgYGAAAAgIClNkLNWrUwLVr13Du3Dnk5eWhefPm8PLy0ijfyMgIurq6sLOzq/Tz8k5OTjA2\\nNgYAWFtbIzMzs9T9zp49i0aNGkFPr3Cyh5+fH65evYrc3Fyt24KIiIiIiJ5PT3xqNwA0adIEJiYm\\n2LZtG1JTUxEUFARLS0uNfVJSUjBixAiMHTtWWWdiYoKUlBR88MEH0NHRwfTp09GjRw+0b98es2bN\\nQr169QAANWvWVI7R0dEp9/nmbt26QU9PDyKCmjVrokuXLvjyyy+V7bVr19aI6fLly3BwcFDW5ebm\\nolu3bgCA3r17Izo6Gj169MCKFSs0kvvK1CskJATz5s3DwIEDce/ePYSFhWHYsGEQEezYsQO//fZb\\nRU370rO1tYWBgQEuXryInJwc2NnZaTwSAADZ2dnYvn278kcJADAwMMDdu3fh7+8PlUqF/fv3Y+3a\\ntXB0dES7du1gamoKoHAWQhGVSgURqVRcRUl70XFlycnJQbVq1ZTlos/Z2dka5yYiIiIiohfXU0mk\\ngcJR6V9++QXXrl1TpmwXZ2tri/Hjx6Nr166lHl80NffOnTsYOnQoIiMjER0drXUcK1euLHekt3hS\\nZGtrCxcXF42pxcX17NkTEyZMwNWrV7F9+3YsWrSoxD7l1cvMzAwDBgzA1q1bERQUBD09Pbi6uiI+\\nPh6ZmZlo1KiR1vV7Gfn4+ODUqVO4e/cu/Pz8Smw3MTFBixYt4O7uXurxfn5+8PPzw/379xEfH49t\\n27bhrbfeetphAwCMjY2Rk5OjLBd9LpqhQEREREREL76n9j3SvXv3Rnx8PE6dOoXXXnutxPZu3bph\\n7ty5yM7OBlD4QqfIyEgAwHvvvYcFCxYAAExNTeHo6FjpkcPH0bZtW1y/fh1xcXEACkcRBw4cqDxH\\nW7duXTRt2hSRkZF49dVXS4yyV1SvGjVqoGHDhpg9ezaCg4MBAEFBQfjyyy/RoUOHp16/F4WHhweS\\nk5ORnp4OZ2fnEtvd3NyQkJCABw8eAADOnz+PrVu3AgA2btyovPnb0NBQeWnZs+Lq6oqjR48q7wM4\\nfPgw6tevD0NDw2caBxERERERPT1PbUTaysoKr7zyChwdHZXnRYsbPXo0MjMz4efnh4KCAtSuXRuz\\nZs0CAERERODDDz/EpEmToKurC1dXV/z4449PK1SFmZkZ1q9fj4iICAwbNgxqtRrdu3eHj4+Psk94\\neDgGDBiAVatWlVpGefUCgJCQEIwbN04ZXQ8KCsL48eNLHbX/tzI2NkadOnVgZmYGHZ2Sf+tp2rQp\\n7t+/j8WLF0OtVsPY2Bjt2rUDUPi89ObNm7Fnzx7o6OjAwsICISEhzyz2Zs2aITc3FwsXLgQAWFpa\\nomPHjs/s/ERERERE9PSppIKh3kWLFqFfv37PKh56iSxatOiZTamml0tsbCx/7xARERHRc+upTe0m\\nIiIiIiIiehkxkSYiIiIiIiLSAhNpIiIiIiIiIi0wkSYiIiIiIiLSAhNpIiIiIiIiIi0wkSYiIiIi\\nIiLSwlP7HmkioPBrjIgexaJFi6o6BCIiIiL6l6roq1iZSNNTw+8BJiIiIiKiF01lBnQ4tZuIiIiI\\niIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTA\\nRJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiI\\niIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhI\\nC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqI\\niIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiI\\niLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC0ykiYiIiIiIiLTARJqIiIiIiIhIC//L\\n3p3HyHHd96L/nqrqfTaSQ464ShRJURQpisPFkqyNEmVroXbZz06M5zgJYATO880NgjznDxuJjeAG\\niIEH3wsjN9eGHSexIwRGLImWLEu2JVKidlmiVmqnJIqLRFGzdnet57w/6lRNdU3PTHdrpsmZ+X6M\\ngdxk/7qqvqw53adPnVPsSBMRERERERE1gR1pIiIiIiIioiawI01ERERERETUBHakiYiIiIiIiJrA\\njjQRERERERFRE9iRJiIiIiIiImoCO9JERERERERETWBHmoiIiIiIiKgJ7EgTERERERERNYEdaSIi\\nIiIiIqImsCNNRERERERE1AR2pImIiIiIiIiawI40ERERERERURPYkSYiIiIiIiJqAjvSRERERERE\\nRE1gR5qIiIiIiIioCexIExERERERETWBHWkiIiIiIiKiJrAjTURERERERNQEdqSJiIiIiIiImsCO\\nNBEREREREVET2JEmIiIiIiIiagI70kRERERERERNYEeaiIiIiIiIqAnsSBMREREREREKxvHgAAAg\\nAElEQVQ1gR1pIiIiIiIioiawI01ERERERETUBHakiYiIiIiIiJrAjjQRERERERFRE9iRJiIiIiIi\\nImoCO9JERERERERETWBHmoiIiIiIiKgJ7EgTERERERERNYEdaSIiIiIiIqImsCNNRERERERE1AR2\\npImIiIiIiIiawI40ERERERERURPYkSYiIiIiIiJqAjvSRERERERERE1gR5qIiIiIiIioCexIExER\\nERERETWBHWkiIiIiIiKiJrAjTURERERERNQEdqSJiIiIiIiImsCONBEREREREVET2JEmIiIiIiIi\\nagI70kRERERERERNYEeaiIiIiIiIqAnsSBMRERERERE1gR1pIiIiIiIioiawI01ERERERETUBOtU\\n7wARERERERG1n5QSUkoopdq6XSEEDMOAYczecV12pImIiIiIiOYZpRTeeONVvP7aa3A92dZtZzIZ\\nrFu3Dueeey6EEG3d9nRhR5qIiIiIiGie8X0fd/zHv+Jff/L/YWG3CdGmwWElgYHhLP6vL34N3/nO\\nd5DNZtuz4WnGjjQREREREdE8EwQBRssBrt1Zwt/9vwtRyLdnZNi2Ff7H/xzA6OgogiBoyzZnAjvS\\nRERERERE81QmA3SUDBTy7RmStiyJbFbAb8vWZg470kRERERERPOUAiChINGeedISCgrtXdxsJsze\\nZdKIiIiIiIiITgGOSBMREREREc1TCgpSSQSqPXOkA6XC223NzsW6YxyRJiIiIiIimsdm/4XW7ccR\\naSIiIiIionlKAW2dtTw3ZkizI01ERERERDSvKbRvVHoudKIBdqSJiIiIiIjmLRX/r73bm+3YkSYi\\nIiIiIprH2t2RngvYkSYiIiIiIpqnxuZIt2cZbaXmRleaHWkiIiIiIqJ5S0EqQKr2dG8l5saoNDvS\\nRERERERE85RK/bdd25vt2JEmIiIiIiKaxyRvf9U041TvABEREREREdFswhFpIiIiIiKieUpBQUIh\\naNP25BwZk+aINBEREREREVETOCJNREREREQ0TymEo8SyTdtr53zsmcQRaSIiIiIiIqImcESaiIiI\\niIhonlL6HtKyTcPEgVJQSgGiPdubKexIExERERERzVMq8UON46XdRERERERERE3giDQREREREdE8\\n1s4Raam3Ncuv7GZHmoiIiIiIaD7jpd3NY0eaiIiIiIhonlLx/9ozRhzd/ooj0kRERERERDQrhfeR\\nDju47dreXBj9ZkeaiIiIiIhoHmtn51bNhV402JEmIiIiIiKatxQAqdC2+0hHi43Ndrz9FRERERER\\nEbXFXOhEAxyRJiIiIiIimrfG5ki3b3tzoTPNEWkiIiIiIiKiJnBEmoiIiIiIaJ4KR6QFgjbdkCoA\\nR6SJiIiIiIhoVpvtd3Q+NTgiTURERERENE8p1d5Vu5WaG7fA4og0ERERERERtcUc6EMD4Ig0ERER\\nERHRvDW2and7LvGWUFBz4HJydqSJiIiIiIjmMQXRtpHidm5rJrEjTURERERENE9FI9Lt60jPDexI\\nExERERERzVMK4Shx+y7tnhudaS42RkRERERERNQEdqSJiIiIiIjmrTbPWZ4Lw9Hgpd1ERERERETz\\nlgKglIBU7by0e/av2s0RaSIiIiIionlsjgwStxVHpImIiIiIiOapcNVugaBNo8QB5kbHnSPSRERE\\nRERERE3giDQREREREdE8pSAQwGjjiLRq2622ZhJHpImIiIiIiIiawBFpIiIiIiKieUopEf+0Z3sA\\n5sCINDvSRERERERE85hCmxcAmwOrjbEjTURERERENE+Fq3ajbfOWJdRc6EezI01ERERERDSfKYi2\\ndW7bua2ZxI40ERERERHRPBV2bMOfdpAKbdvWTGJHmoiIiIiIaB6TSkC2a7Gxtmxl5rEjTURERERE\\nNE+p+L/t6khzjjQRERERERHNagKyjZd2h9uZ/Zd2G6d6B4iIiIiIiOjUaPfocNtvtTVDOCJNRERE\\nREQ0TykAAQSCtt3+am6s2s0RaSIiIiIiIqImsCNNRERERERE1ARe2k1ERERERDRPKSUglYFAtWeM\\nNVDhNmc7jkgTERERERHNY3NhznK7cUSaiIiIiIhongpX0W7f7a/mymJj7EgTERERERHNY+2/JdXs\\nv7SbHWkiIiIiIqJ5KhqNlhyRbgo70kRERERERPNYOy/tDrfDEWkiIiIiIiKapaJOdNs60ooj0kRE\\nRERERPOe67p499138eabb2JwcBCmaWLp0qXYvHkzuru74XkeXnjhBRw7dgwjIyMwTRO9vb0499xz\\nsWTJElhW2C1TSuHkyZN4+eWXcezYMQghsHTpUmzfvh2FQgFChJ1dz/Pwxhtv4K233sLo6Cg6Ozux\\nbt06rFmzJn6tZkglINt0SyrZxk77TGJHmoiIiIiIqEVBEODAgQO477778OKLL6JcLiObzWLTpk04\\n44wz0NXVheHhYfzwhz/EiRMnUKlUYFkWLMvClVdeiZtvvhlnnnkmAODkyZN44IEH8POf/xzlchkA\\nUCqV8OUvfxm7d+9GNpsFALz00kv42c9+hpdffhlBEMCyLPT39+MP//APsXHjxqb2v92rds+Fy7oB\\ndqSJiIiIiIhaduTIEfzkJz/B4OAgvvjFL6K/vx9CCJTLZfT09EApBSkl8vk8vvrVr2Lt2rVwXRf/\\n9m//hv/4j//A4sWLsWLFCggh8Mwzz+BnP/sZ+vr68K1vfQtBEOCf//mf8Y1vfAP9/f1YtWoVPM/D\\nj370I7z55pv4whe+gB07duCRRx7B3XffDaUU/u7v/i7ucDemvZd2c0SaiIiIiIhonnvggQfw4Ycf\\n4tprr8WOHTsQBAHy+Tz6+vpQKpUAAIsXL8b3vve9mrovf/nLeOqpp3D48GFUKhUYhoGXX34Z5XIZ\\nX/3qV7F161YEQYC/+Zu/wR133IFHH30UixcvxuHDh/Hss8/itttuw0033YRFixZhyZIlOH78OJ54\\n4gkcPnwYa9asaeoY2jpneS5MkAZgnOodICIiIiIimq2ef/55eJ6H/fv344/+6I9w88034y//8i9x\\n3333wXXdujVKKQwMDCAIAnR0dCCXy+HEiRN4//33sXDhQpx//vkAANM00dfXh/Xr1+PFF1+E4zh4\\n9dVXEQQB1q5di0WLFgEAlixZgjVr1sBxHLz++usT7qtSatxPND86aNcPBNQc6ExzRJqIiIiIiKhF\\nJ06cwP33348rrrgCf/qnf4olS5bgrrvuwj/8wz+gUChg9+7d42ocx8G//uu/oqenB+eddx6y2Swq\\nlQrK5TIKhUI8kg0AhmFg8eLFOHnyJIIgwMDAAAqFAnK5XM1r5vN5ZLNZDA4O1t1Px3HgOA6klAAA\\n27bhOM40JjG/sCNNRERERETUIqUUVqxYgS9+8Yv4whe+ACEEurq6MDo6il/+8pfjOtK+7+M73/kO\\nXnnlFfzFX/wFLrzwwilfXykFIUS8avdEz5vMT37yE3zve9/D8ePH4+fbto2rvtCFAAaCNl2sHCCc\\nJz3bsSNNRERERETUoq6uLpx11lno6+uLF/latGgRFi9ejDfffLPmub7v42//9m+xf/9+fP3rX8fV\\nV1+NfD4PACgUCigWi/joo49QLpfjUenollhbt26FYRjo6emBbdvjLht3HAeu66K7u7vuft5+++24\\n7LLL4Hle/Pzvf//7+Ai/ntY85gvOkSYiIiIiImrR2WefDcuy4ttVAeFl06Ojo+jp6Yn/zPM8fPvb\\n38a+ffvwta99Dbt27UJ3d3c8yhyt3j0wMICDBw8CCG+tdeLECbz++uvYuHEjcrkc1q9fD8Mw8Pbb\\nb2NgYAAA8NFHH+Gdd95BNpvF2rVr6+7nokWLsH79emzatAmbNm3Cxo0b0dvbCwUBqYy2/ShlYC7c\\nAosj0kRERERERC3auXMnnnjiCTzwwANYvnw5enp6cP/99+PNN9/El7/8ZQDA6Ogovvvd7+Kee+7B\\nn/zJn2Dbtm0AgMHBQeTzeeRyORSLRWzYsAEPPvggfvzjHyObzcL3ffz4xz9GX18fLrnkEuTzeaxe\\nvRqbN2/GQw89hCVLlmDbtm149NFH8dRTT2HLli1YtWpV3f0UQsA0zfixaZowjPaPqyrMjYW72ZEm\\nIiIiIiJq0aZNm/D5z38ev/nNb/CP//iPsCwL+Xwe11xzDa655hoEQYBjx47hRz/6EQYHB3HnnXfi\\nwQcfjDuxN910E3bv3o3e3l5s27YNn/vc57Bnzx5861vfAhB2gL/97W9jxYoVME0ThUIBX/nKV3DH\\nHXfgP//zP/Hzn/8cUkqcd955+IM/+IP4UvFGKQhI/dMOEgbvI01ERERERDSfdXZ24tprr8WKFStw\\n6NAhBEGApUuXYtOmTVi6dCmklOjp6cE3vvGNuvVr166NV+Du6+vD7t27sXTpUhw+fBhCCKxcuRKX\\nXnppPP8aALZu3YpcLoeDBw9iZGQE3d3d2LhxI84999yWjkFBtK1zq+bEeDQ70kRERERERJ9Ib28v\\ndu7ciZ07d477u+j2VV//+tenfB0hBPr6+nDddddN+rxsNov+/n709/e3usv0CbEjTURERERENE8p\\ntHfe8hR36Zo12JEmIiIiIiKax8KVu9t1abeYExd3syNNREREREQ0bwk9It2ujvTcwI40ERERERHR\\nPBV2otu3knY7tzWT2n/jMCIiIiIiIjpttHOUmCPSRERERERENKuF86MNBKo9Y6xSAapN87FnEkek\\niYiIiIiIiJrAEWkiIiIiIqJ5SkFAApBtmrcs58iq3RyRJiIiIiIimtdm/6XW7cYRaSIiIiIionlK\\nKSBQAmab5kgHSrVt9HsmsSNNREREREQ0T4WXWbfzcuvZ34kG2JEmIiIiIiKat8I50qLNc6Rnf2ea\\nHWkiIiIiIqJ5TLWxczsXOtEAO9JERERERETzloKAUmjbpd0Kc6MzzY40ERERERHRPBZ2pts0Iq1E\\n+3rtM4gdaSIiIiIionmsnaPECnOiH82ONBERERER0XwVLjZmtHGxMQNzYeXu9twsjIiIiIiIiGiO\\nYEeaiIiIiIiIqAm8tJuIiIiIiGieUkpAKgNStWeMVaq5sWo3R6SJiIiIiIiImsCONBG13eDBQQwe\\nHJz0zxp5Trtei/tw+uzDdLwW9+HU7QMREZ1+FIAAQADRlh8JAXmqD3oa8NJuIppxgwcHMfjKEAb4\\nwZpo3urZ0IPVt58Z/38iIjqdtO9S67lw6yuAHWkimkHv/Ne7OPSLd071bhDRaWDw4CCe+/uxL9J6\\nNvSg/5sXnMI9IiIiIJyvHM2Tbsv2lOIcaSKiiTz398+zE01EEwo71s+f6t0gIiK0d/EvBTEnhqXZ\\nkSaiaffc3z/PS7iJaErsTBMRnXoKgAT03OWZ/1GYE/1odqSJaHqxE01EzWBnmojo1FNt/JkLC40B\\n7EgT0TRiJ5qIWsHONBHRqaMQ3ktaob0/sx070kQ0Ld75r3fZiSailg0eHMQ7//Xuqd4NIqL5J+pE\\nq/b9zAXsSBPRtBhgJ5qIPiG2I0RE7ccR6dbw9ldENC04Gk1EnxTbESKi9lPRQmBtGimWSnCxMSIi\\ngB9+iWj68PJuIiKaDTgiTUSf2CF+8CUiIiKataJR6XZtC3Pg0m6OSBMREdFp49Av3jnVu0BERDNt\\nDlzbzRFpaspv9u3D3Y88HD/ulAofmwYyauy3wQQQJGq6pcKQIWoenzANZBM1ArW/T+maBYHEsYyJ\\nvBx7loJAcoZFl1QYTtQsDCSOZEwUEjWBEDAT2y0ohaoYq+kNJN7LWChKGe+XK0TN8aVrFgcS72Qs\\nlHRNRgGjpkAusd28UrBFbQbJ4ysphY9MEwU5dme9nFJwJqnpkgofpXKcKvseKfGBaSL3SbMXAiLx\\nGrcfvBxERNNhqDiIP/0ff8+2uw1td/p9c1Eg8f4nfN80ADhNZl9UwMAU2X/ussux84orQETTTyqB\\nQBkQqj1jrIFSbRv9nknsSFNTMgAeL+YxYBmwFHD7UBkDpoFnijkAwCVlG4t9iXu6i1AAVro+rirb\\n2F8qYNg0kJXA7cNlfGSZOFDIAgCuGLXRKSXu7SoCAFY7Pi6r2Hi4o4BRw0BBKtw2VMYHlomX82HN\\nrpEqMgq4T9ec43i4sOLgoY4iqoZAR6Bwy3AZRy0Lr+UzAIBrRqoIANyva86zPfRXHezpKcETQHcg\\ncfNwBYczFt7KWYACdo9U4AmB33QWAAAXVF1sdFzc1VVCIICFvsSNIxUcylp4L2tBKOCm4QocIfC7\\nrrBmW8XBOtfHXd1FSABL/ADXjVTxZLGAk5YBQ4WZVIXAQ3rfLio7WOn7uKsrzHGZF+Azo1U8XizE\\n2X9OZ/97nf2lZRuLEtmvcn1cWbbxSKmAEdNATqo4++d19jtHbZSkxK/0dtc4Pi6p2NjXUUA5kf1x\\ny8IrOserR6owEzmutz28s+gdnHXyrGk914ho/jot224vwHWjY223qYDbGm27SwUMmKdf272jWvu+\\neetwGUcyFl7PhTXXDlfhJ2o22i62VN04+55A4qbhCt7NWDiks79hpAI3kf2WqosNjoe7uooIBLDI\\nl7hhpIK3sxYO6+xvH67ATmS/veJgTSL7Pi/A56b9LCMi+mR4aTc1Lfkt+oRST8k0cvlG6jlWC5d8\\nmC3UWI0czzTUGKmSXAOvka7JnMbZExFNh0ML32noeadz2y1mUdvdrvfNVraTzp6I6HTCEWlqWodU\\n6HB82InLwdY4PoDwUjoAONsNHwf6KT2BRE8gay53i2ocIdAJYI2uid43F/kSi3wZv2ayxjYEMoGK\\nH0f3ouvzA/T5qFtTNQSycqwm0M9Z5oUX1FXqHE/FMOoe3wpdE2WQUWPPKadqbP34TH18rq4p6H2p\\nl2P0GmfpGl9vt1MqdDaYvdRPWRBILJgk+xLGso/0+hK9k2RfSuQohcAhjkgT0TQZKA4CyJ1+bbdo\\nvO1enW67A4XO4PRru4Gp3zctNVbjp7Kv6uMxMHH20f6v9Mb2AwCyOvt6mVQnyJ6IZkp466t23v5q\\nLhBKTf614r/8y7/gj//4j9u1P3Sa27tvH/bu3Rs/lhh/WUOAcL5XJD2PS2H8On2+qP0mvZEaLzUH\\nK61ejStEzYh6veekOULUjEA0UmMbomZeWr2ckgIx/tv6qXKcruw9UTvy0Ur2CkD/+1vQXekBEVGr\\nBouDOLDiANtutK/tnokcm61Jz8MGxue0c+dOzpEmmma2beOb3/wm9h27C1f9942wcubURdPAdwI8\\n/L8PYlvxs/jud7+LQqHQlu02o5E+MEekqWn3dhbh63fEa0eqeCmfwfuZ8FTaZLtY7Ev8trMAUyl0\\nBRJXlW38siuc5wQA149U8Vwhi2NW+Mu6peqiU0o81FGApRQW+hKXVWzs0XPMAOCG4QqeLOZwQtds\\nrzjIKOCRjjwspdDnB7iw4uDurlK8ANmNwxXsL+bxsRW+FV9UcRAAeLwU1iz3AvRXHdzdXYrfwG8e\\nruA3HYV4hOPSso2yYeDpYg6WUjjL9bHRcXF3VwmWUjAVcONIBb/uLMSLouwctXHSMvBcIaxZ63hY\\n5/rY01VERinklMJ1I1X8qrMIV+f42dEqXstl8G42zHGD7WGl7+OeziKySqEkFT4zWq3J/rqRKl7I\\nZ3BEZ3++7WKRL/E7nX13IHFlKvvdIxX8vpDDcZ1jf9VFSUrs1dn3+hKXVGzcrefDRdk/UczjI53j\\njooDE8B+neMZXoAdVQeP91RwLTvSRPQJnDRNKOD0bLulwnWjLbbdXUVEY8enW9udfN+8abiCR0p5\\nDJhhzcVlB54AntA1KzwfW6punL3QNQ90FOLR6cvKNkaMcO0USymsdn1scDzs6SrCUgqWnkd9X2ch\\nHq3+zKiNN3MZHNI5rnM8rHF9/FJnn5cKOz/x2UVEk5FtvP2VhIivJp3N2JGmpllK4aRlxiPIBakw\\nZNZ+v14WAsoQ6Ar0Kp4KGLDCxcYAID9BDQyBhf7Y6qdDphGvHppTdWqM8D50fX54mZkEMGoa6AjC\\nmuwkNcv1pWmBrunW+1qUCscyZs1X+1FNxAdQNo14X3NS4YOsWTMvLl3jCoGKIbBE72tGKZywzHgO\\nWLFOJq4QqBoCJRnWmE1kHx2PUMCQZcSroU6WfW8L2Z+hc7xv2RFce3QZiIha9atlR7BJnaZtt6xt\\nu81J2m5nFrXdzbxvrvDCx1H2PXpfC1Lh+BTZexAomwKLEtl/mMi+JGXd98CKIZCXAYho5ijdsW1X\\n53YudKIBdqSpRUWp4nlqY4/H/r6gFKDCy8iSz0l+05WuKeoaN1WTvNhrXI3+sOCka8TUNdG8LBHt\\nW+o10vsOjM0HM/Wf+Q3URPPFskohW+f40q+R3NecziQ5h6zV7CfN8ZNkn9i3/3Xuq/hvr54LIqJm\\n/a9zX8WbnSPYNBQ+Pu3a7iba4fwsa7tbfd9MH89k2VtQsCSmzD653XrZE9HM0M1Je7YFgRbWLDzt\\ncI40NWXvvn34XWKOdFp6fhkQfluTXA4lPY8rPfcNGH9PzUZqDABykse+EFOuNJrermPU3teykZp6\\nc7fT88PSNekDtA2hv3gYkz6etHr7Oh3Zp7db7/iSr7ug2oP+w1sm2VMiolrPrTigFxlj2w2cmra7\\nXk27sk/f37qqF0ZL7stVO3fiSs6RJppW0Rzph47ejSv++/ltnSP96P9+BTtKV3OONM0vj5Xy8WVj\\n59suXs1l4m+UFwQBOqTC4czYqbWj6uDJYj5+07/AdvFSPhu/iS72A2SgcNQaq9ledfBEMR8vVtJf\\ndXCgkIvf8Jd6PqQQ+MAa+4XflqrZWnXwbCEXfwha6fmoCoGPEjX9VQePl/Jx53971cEzxXw87261\\n6+HdXEZfohZe0rfRcfF4cSyD9PGtczy8lcugGq/wKrHO9fFkMVdTk9zuRsfFm7lMPLLeFUgsCgIc\\nymZqcnyklI+/5d9suziYyH5hEKAoVTxfvd6+bbEdvJjPxdkv8QOYUDg2RfbPFXLx3y/zfPhC4MNE\\njluTNYUqBA5gCzvTRNSA51YcwH29NnIqbGfYdp+ithvh++jvi7l4ytEq10fZEDipawQUtlTdcdk/\\nVczHnfSzU9lnlcIGx8MTqRyT2z3P8XAokX1RSpzhB3g7keMuENFM4qXdzWNHmppWEQKH8hYsFXak\\nM0rh+UIWAHBJOUBBKhzMZaAEsFLfumLANHBSz5G+wHZhKoUXdc0VowHyUuGVXAYQwGp9+4uTloFB\\nPderv+oAUHglH9Ys9XzkpMIr+fBN9hwnnLj1gWVi1BToCBS2Vh1IAK/p56z0fGTVWM15dlhzzDJR\\n1fPStlfDUYDX8hlAhR/GSlLi6WIeAHBB1QUAHLVMOIn53K4A3sxlIFT4YawgJX5fCmu2VRwAwOGM\\nBV8gniNtC4G38xYMFX4Yy0mF50rh8V1UdlBUCq/mMpAicZsXIfCOzn6z7cJKZH9pKvtVOvuPTQMf\\n63l2W2wHRiL7Janso1uPfGQZ8Ty7MHvEuS3zfOQSOa63x2c/WBjEHWtfxtYPV2H9cGfT5xgRzX2v\\ndY3g2SXvYakxiA+s0unfdnu1bbc5SdsdtcPJW3S9kz392+5tOvtX9XNWubXZb7Tdmux7Agno7N/Q\\n2Z/teigmst+isz9iWXANxHOkXQG8pbM/z/GQT2S/veKgJBVey2UQCKDP4xxpopl0KuZIz4XONDvS\\n1DLZwvnfym3jWtlO0EJNct4WgKnv79FijZeqmSyTif6qlUzaVRNl/17HMH676DUAwP99PItFlR5k\\nnQXsWBPNU691jcDNDeBkcRD/fkbYuTrH8bC0Mvac2dR2T9Y+pi+ZbqRmIu1uu5sxHTlOVjP7P2YT\\nzR7tnSM9N7AjTU0733Zxvh3+f1uE30hfPVIFMPYGuWs0fBzdiiT6Zjx8DtDrB3FNtFjJ1bomWphk\\ne2WsxhUCS70AS73wOdEvYPQa0aIpF1XsmpqVno+VXvhNvUzVRIuzXFKurVnteljtht/UR/PDopqy\\nXnzmskSNIwTOcbx4VNwV4TzxqCY6np36+KKa82wX59ljjzukHLdvV8Y5htvdbLuArqkKgQWJ7P1U\\n9tF2t9ZkL7A4kb1MZR8tJLOjUluzzPOxzEvO2EtkL+pnv8r145GVD0pVHCsNAXgXzwJYUunGwkDi\\n48QKrZ1SYSSxoIyhaj8MekJgiS8xYI79YZdUGE7U5BTgJGp8CIjcxzCdBfGf9QYSHyW2m64JILBA\\nyprXnapGQaAgFezEgrPpmg6pMJpaMCejwt+HiJX9GL67cMJMBIATxSH0VrrjP1sUSJxsMMcPi0M1\\n2UeP0zWmqv1Q/W7HCC4Y6sBgE9kHEFgYSAwlahYHEicmyVFCoFvKmn1pJPu8UjV/Nln20TFbCvGt\\n5ADAzH6MYIrsw+2NafQcjrYZnsNBfGshYHyO6ex9CPQGsvnspcRQEzlKCNj5ARTtnglr0uewQniv\\nYLeB7D8sDsX5ZRRw9Uj493O17b4q3XbrUVlgdrXdUoTn/lTZr3E9rElkn0lkH2Vwebk2x/WOh/Vx\\n9uHK31GNnco++vcjopmhoG9/1cqIVwukEpOuHTFbsCNNTXERLhISySuFjw0jnvtlqnAFzug5nVLB\\nTTwGwg9RQWKhFFOFK39Gz+mQta8BhHOsfCHi+VRAOJIbPadYZztZvS/5RI1EuJgKEK6Q6tepcQ0R\\nz+OylIJvGPFiK11SoiqMmpqcUnD0AjPRa9iGER9fh1RwUtvJ6eeUpIwfDxlGvK8FpeAhmaMcd3yF\\nOtn7qRzHZ6/GZS8TzynVyT5TJ3sgkb2q/+/lJRaeEyr894qyP1kcgh/U3urE8gO8n7Xi7DNKoZrI\\nHgB8qeIvZwAg4wc4nLXiDDqlwknTqFmEpyAFqvpDPACoVOenW0p8YJk1i+TZUtWstpuuWRBIHMlY\\nKMqxt4F0xyxdgyDAMcuq2bf0wj4LAoGBxL4KP8CRjFVzDgud39jLSgwmtmP6Ad0qoJ0AACAASURB\\nVI5krfh4DKXgGwKGCv/NThaH4EuJIcOIH1upHLNKoZLIvkMCx0pD47J/L2uhFGcvcdI0a47PkSru\\nFNTLpCeQOJYx439zAKg2kP0HVu12xi1clKoRieyjY06PGPYEAoOJXI062acXnkpnnz6HTd2emGrs\\n32yqczgnFUZNo2ZRKK9OzXvZTNx+dEmJE6ZZ8zvaSPZHM2a8XQCwlKg5t9I1KpA4nso+fQ6Py94P\\ncDRjIZcIm2337G27CxPUJHO0lIKXyL5TSth1cqzNHhgxxo6vlMq+S86Fj9xENNewI01NyQJ4qpDD\\ngGXAUsDtQ2VUhcAjneG8pkvKNhb7Er/qKkIhnCN9VdnG48Uchs1wjvTtw2UMmAYOxHOkbXRKifu6\\nigDCOdKXVWw8Wsph1Ajnet02VMYJy8DLeo70rpEqMgr4dVe4yt85jocLKw4eLuVRNcK5XrcMl3Hc\\nMuN5dteMVKEA3N8Z1pxne+j1HeztyMMR4Ty7m4crOGJZeCtnAQrYPVJBAOB3uuaCqouNjos9HR0I\\nBLDQl7hxpIJ3Mxbey1oQCrhpuAJPAA91hDXbKg7WBT7u7ixCIpwjfd1IFW9nLRzNhPeRvn24DEcI\\n7OsIc7yo7KBLhjUK4Ty7z4xWa7L/3FAZlUT2l5ZtLEpkv8r1cWXZxmPFHEbMcJ7d7cNlfGwa8dy8\\nnaM2Sons1zg+LqnY2F/KoZzI/kPLjOfIXT1ShZnIcb3tYYdfm/2tw2Ucs0y8ngtrrh2uQgL4ja7Z\\naLvo9YM4+55A4qbhCt63LLyts79hpAI/kf2WqosNjoc9HUUEIpxnd8NIBe9kLBzW2d8+XIGbyH57\\nxcGawMcenX2fF+Da0SqeKeRw0jJg6uxtIbBP53ixzn6Pzn65F+Dq0SqeLOYwaBrI6PO+LAQe0ft2\\nWdnGgkT2Z7o+dtbJ/qRp4AWd/ZWjVRSkwv06+7WOh09XnDj7olS4VWd/UGf/mZEqBIAH9HbPtT0s\\n9h3s68jDFgKd+rw/apl4Q2d/3XB4DkfZn1910esEeKgjD1cILNDn8OGMhXeyYfY3jlTgJbLvr7pY\\nn8i+15fYrbN/PxvO879tuAwnkf2OioOzg7Fz+AwvwDWjVTxdyOFjnf3ndPvxsM7+0+WwLYiyX+H6\\n2FW28UQxhyHdftw2XMagaeA5nePloza6ZZg9AJzl+rg8kX1eZ/+RacTzS68arSInFX6ta9Y5Hi6q\\nhAtCVfRqwbcOlfGBZcZzRT+r248o+w2p9qMrkLhluIKjlok3dfbX6+x/q2s2V11sqtN+vJex8K4+\\nh2/U7ceDOsetFRfnBB72dBYRIFyc8fqRKg5lLRxJtR97dftxYcVBd6L9WOoF+Gyq/Wi+7Va4fbgy\\nadt9tuPj0rncdnsBrhsda7vN+LxvoO0u5jBgzu22+9AMt91fABHNFKVHo9s5It3SfM/TDDvS1LT0\\nLTfqSg3dZBqZDJGqsVqYQGG2UGOkh5kaYKna+2c2up1689Ym22UjdZln+tYldc3x7M1pyL6Rczga\\niYnMWPYpreRotpBja9nXn0fZzDncWvYN7NwpOodbyb7V9qMd2c/19qNdbXfb2o9ZlP1E7cdU22ll\\nvjcRnf7qNT1HjhzBt7/97aZf66yzzsLXvvY19PT0TP3kacSONDWtR0r0OLLmssFonlM4F0riHD1X\\nKpoz3RsE6A0C2GJ8TTTnar2uCfS7c58foM+vX+MYAplAxY8jy30f8MfmfiVrbEMgI8dqog85q/T8\\nsWg/LIw9JzrG6HE0l+0sXRPN/SoolcigtsbVj6P5Y9Flq51SYr0j69ZE213r1ma0QEosmCD7smFg\\nUSL7aF8XBwEWT5J9CWPZS539GX6AMybJvpjIMfowlc5epLI3ExlF8/vS2WcmyT46l1ansi9Okr2T\\nzl6/RpeU6Jogx+jP1qWyXxhILAxkzWXHyewXtJB9IXG80YWLS/0AS/2g7jns6Esu0+fwilSORir7\\n5L9F1Ik4M1WTU41kH/19mH2pgezXprLvlhLdE2ZvAAjGZb8oCLCowfYjyn5JEGDJBDWOEMglso/e\\nzJdN0X7k6mS/MpWjifHnUjr7dPuRnyRHTz8+2619zY5E+1FO1dip7KPjmem2W871tls03nanz+EF\\ngcSCYO623dmG2u7kudZa201EM0QJKGVAqvasR6Am+HJxaGgIe/bswRVXXIFcLlf3OWkffvghDh06\\nhK985Stt70gLNdGRaI3cjJrmj4f27cNDe/fGj5Pz1iKeXmgkMm4OHcZ/ke2L2m/S0zX1pLcjMPUq\\ngG5ijlm9mnrbderMMUuqt107MccMGH/M6Zp6r5GuaSTH9PGdquzrHU87shcIP8Q1k70UiO+ZOlFN\\nIzmm97WV7Bs5h2dz9unt1Gs/0n/WSI6BqB1Va+wcrh3xm47sp6v9cHSnvdEagbAjUviE2bPtZtt9\\nOrcfV+3ciZ1XXDHhaxJR82zbxje/+U389sg9uPi/bYGVM6cumgaBE+DJ//MiLu64Et/97ndRKITT\\nOl566SXs2rULv/jFL7BgwQKIBr5Ee/jhh/HTn/4Ud9xxB1asWDFt+9hIH5gj0tQUAeDezmL8DfPu\\nkQoO5LN4LxOeShfYDhb7End1lZBRCguCAFeVbfyyqxQvBnTjSAXPFrI4YoU126oOOqXE7zoKMFU4\\nB/Cyio09XaX4zfnm4TKeKObwga65sGIjo4B9HXmYKhxJurDi4K6uUryvtwyXsb+Yx0dW2ChcUrER\\nAHi0FNas8nz0Vx3c1V2CUIAJhZuHK9hXKsSr6l5RrqJsGHiymIOpwm/HNzou7uwqwVThpZI3jlTw\\nq84iqjqTXaNVnLQM/L4Q1qx3XKxzfdzVVYKlFIpK4rqRKu7pLMYjANeNVvBqNotD2fD4NtkuVvo+\\n9nSGOXZJic+MVmuyv2GkgufzWRzW2W+xHSzyJe7W2S8MAlyZyv6mkTKeLuRwVOe4veqgJCUe1Nn3\\n+QEuqdi4u6sUf8gJs8/jA53jRRUbJoCHdY7LPR87qrXZ3zpcxiOlPE6aYc2lZRueAB7TNWd6HrZU\\n3Th7Cwo3pbLfWa5ixDDwlM5+rethg+Phrq4iTBWOoN6Qyv7a0SqOWQae1dmf67hY4/q4W2dfkhLX\\njtZmf/1oBa/ks3hH53i+7WJFIvtuKXH1aBX3dhXhoX72/baDBb7EHp39oiDAzjrZP1XI4ZjOfkfV\\nRkEqPKSzP8P38Wl9Diezf7yYx4c6+4srNgSAR3SOKzwf26sO7tQ5Cn3eJ7O/rFyFYwg8XgxrVrse\\nNutz2FDhJac3jlTwUEcBQ3qk6MpyFUOGgad19uvccHXdu7tKMJVCXinsHqng3s5iPFJ07Wg4P/g5\\nnf0Gx8XZ+rzPKIUOKXHNaBW/6izGo1i7dY7v6hw32w6W+QF+qbPvCQLsKtu4p6uEaN3hG0YqOFDI\\n4n2d49aqg24p8VudY28Q4PJU9jePlPFkIYfjuuZTVRs5qbBX1yz1fVxUcWrO+1uGy3i0mMcJnf2n\\nKzYUgP06+5Wej62J9sOAwi3DFTxcyuNjnf3l5SqqhsATOvuzXQ+bpmg/rhqtYsAy8IzO8RzHwznu\\nWPYFJXF9nfbjqGXhQCEb39v4TM/H3TrHTinx2VT7MRNt9xI/wKVzue2WEteNtth2T9J+zIW2e2+p\\nEC+8N3HbHZ7DrbbdV4GIZoqCXrW7TTedkxB1v0BdsmQJvvGNb6C/vx/FYrGh18pkMsjlcuju7p76\\nydOMHWlqWlapeMEaAChKiVGz9hfPFeGoygL9KcBSCkNWuFgQEN7mIl1TFQIwgMX6E7MBhWHTiEdZ\\n8qpOTXSZXOLuHqNmuGgKEHa2JqzRV7dJAFVToFvXZKMaVacGtTULfaWPR+KEXjRlohpfhKMdRb2v\\nOaVw0jLi0dBSnRx9nWOXzi3TRPYLdfamzj4a4Zos+75E9kOJ7BvJEWg9+x5dk2kg+0DX5HT2+Say\\nL+kcszp7c5LsPZ1jt66xdPbRKGa9HKPsFzWTfeocFlAYMcdW9G0m+870OVyvRpMAKqbAAr/57POJ\\n7D/Si41NVBOdwx2J7D9OZF/vHI6y70m0H4MNth+9usbQ2UcjXPkGsgfCHEtNZK8AlE2BriazT7Yf\\nxQbP4aohUND7mk+1HxPVOIZAZyL71tvuqduPJXO97dY55ppoP9h2j5mOtpuIZoZK/LRre/UsXLgQ\\nX/rSl5DP5xt+rZUrV+LGG29EqVSa+snTjB1paklHoOJ5XNHj5CIi0QdRO3Hvx/A5E9d06Bov9Zzk\\ngi3javSbuJOqSe/rZDWm0ttBat8wviZ6k88oIFPneNL7DiTmQU5wfOnHyX2NPgylj6+R7Kvjsp8k\\nE13jtil7O5W9bCL7rAKybci+OEH2k53DLWUffPLshWoie52jFWWfPh6MrxnLXiEbYNz5N1n2hQnO\\nrUayn472Q85w9sZE7Uedmlbaj6gmJxVyaCz78hTZt9Z2T5IJ2+6G24/53XaH7ccnzZ6IZoZSgGrX\\nqt16e2mWZaGvr2/COtu24boustls3NnO5XINz6eebpwjTU3Zu28fHkzMkVaoncOUnl8GTD3/rd5c\\nqvScq/RrpOds1XtO+nF6blg96e36QtTcxxiYev5bvX2bqkYJjPtWvijVlHPXkk5l9mmNZD9VJq1k\\nL4WAkaqZcs5tKntbzzVtJvt6c1qnqqmX41TZN3IOp2tayTEQ4QJDzdTUm2ve7HznlrJn+zHuHAbG\\nZ58+HrbdbLvrOZ3b7it37sSVnCNNNK2iOdL3H7kHF369H1auPWOsgRPgmf/zPC7prJ0jDYQLkdm2\\njX379uHIkSNYsmQJPv3pT+Pw4cN4/PHHcfz4cfT29uLiiy/Gli1bYFkzs8+cI00z4pFSHnn9hrel\\n6uKVfCb+NrzXD1CSCu9mx06tiyoOHuwooCjDt82tVRcv5LPw9bvqGV4ACwrvZ8ZqLqw4eLSUj9/0\\nt1ccPFvMxW+8K1wfgRA4lhlbFOFTFQf7S/n4w8WOioOni2PfUJ3l+qgYIp5vaiqgvxrWRMdzYcXB\\nk8U8DP1RYq3jYcC0cNIa+3Z8o+Nif3Gs5qKKg8dL+fiDw7m2hzdymXgV0o5AYp3r47FSLh4huih1\\nfJttF6/nMvFo4QJfYpEM8GY2U5Pj3sS+9lddvJzIfrEfoCAV3psk+21VB8/nc3H2S70ABhSONJH9\\nSteHZwgc1zlCATuqtdl/KpX9asfHqCni+aaWUthSdWvOpXT26xwPJ00LH1tjo2sbHA+PFXM12T9W\\nyscf9M63PbyVyL4zkFjj+tifyj65rxfYLl7LZ+KRloW+xAIZ4K1U9g915OPXCLPPwtU5LvED5KTC\\n4SayX6ZXvT06Rfa/L+biD7arXB+OIeI5j0KFcyXT2T9VzMUfWs92PAybZjzfNCsVNjsuHinWZp88\\nh89xPBzNZDCqc4xW+n08lX1yX8+33ZrsuwKJs+tkn24/DuYz8cjYIj9At5R4e1z2BRR0jv1VFy/l\\ns/D0AfZ5ATJTtR9VB8/mc/Ho9HLPh0pl/6lUTbr9ONP1UU20H4YK52c/msg+PIdz8Yf/NY6HoUT2\\nOamwaYr2Y73t4c1cJl6JuxQonON6eLyUiztb9dqPN3KZeOSvJ5A40/PxRLE2+71su09d292Rj//9\\n5mLb/UQxD3OG227OkSaaH1zXxf79+/H9738fSinkcjkMDAzgwIEDeOuttxAEASqVCg4fPozu7m6s\\nW7fulO0rO9LUNFsIvJu1YKnww1hOKrxYzAIIP4wVpcLr2QyUCN+4AaAiBA7nMsjK8MNYRim8nA9r\\nzvDCDxGvZTOACN+4AWDANDCo53pthwNDKRzUNStcH3mp8Fou/LByjr5lxkemGc/12gEHUMBr+fA5\\nZ7k+coma8+yw5kPLRNUQ6A7CjxsSwBu5DKDCD2NZNVZzQdUFABy3zHAumx/WeADeymUgVPhhrCQl\\nniuEl5xsqzgAgKOWBV+EnS4gHFE4pOeXbrZdFKTC84Xw+C7yHRSlwhvZDKQAlnlhTTWRfX/VRTaR\\n/eJU9qt09mWdfU4qbKs6sBLZL01lv0Zn/7FpxPPstsOBSOS4MpX9ent89oADBeB1/ZzVTm32G223\\nJvsenX2QyH5dKvstOvtjlgnXEFiUyP5tnf35todiIvvtqez7vLHs38laMFXYkc5Lhed1jhf7DkqJ\\nHJcnsn8vZyGjs88ksl+Syv7MCbI3E9kv8/wwe318a/U5fNI0MKznSEfZv6qzX5XK/lyd/QnLRNmI\\n5kjXZn+24yGXyPF8neMHlgnbEFjgj2X/ls7+HMdDKZD4vc6xP87egmsAvYnsD+UyMFTYkS4kst+h\\nsz9iWQhE+HseZf+uzj5qP17QOX5ad+aiHFck2o/3dPvRr9uPl3SOfV6YfXQOn6VrBg0DA3qO9Had\\nfdR+LPdqc1yXaD9G9BzpHansz0xlvyHRflQMgS59Disgfs6a1Dm8eYL2w8dY+7Fetx/P6hy3Vtz4\\nHPZE+HsOhKOL6fbjgG4/Lkxlv1Rn/8nabjVl2332XG+7vdq225yk7Y5yrGm7c3O77X5zyrY7bD8+\\nSdtNRDNEifAWWG1abExh4qtuyuUyfvCDH6BUKuHzn/88XnjhBfz0pz9FLpfDl770JWzevBl79+7F\\nY489hn379rEjTbOTbOF3LWihpl3bSc5dAzD+XiPTVJOe6zXZdJSJ/qqVTMbtawNO5+zHzZlroMZN\\n1Ux2fBNdWtmu7FvJ8VRl38iUqunI/nRuP4IW/o1Px+wn0srxnc7tx3Rkfzq3H6dz9tPRdhPR9FII\\nV9I22jRHWikDE/3yO46Dp59+Gv/+7/+Oiy66CLt27cL111+PnTt34oorrsDSpUtRLBZx5MgRHDx4\\nsC37OxHOkaam7N23D/+5/5H4cUGqmlU2XRGODkR/VjEEznb9sUvJEF4mWknU+EKgIGX85lo1BM5y\\n/fjyVQDoDiSGzLHZUhLh5X3R77ttCKxy/fjSPyC8vHHQTM6wquUIgeWeH192CQALA4mPEzX15tAt\\n9f341iD1aiyF+PK7KIPlXhDflqVeTUGp+DYg0b4tDgIM6wVXyoaBNa43aY6eEOgMZHyJYSPZB0Ig\\nJ2X8Yahe9ukc03PdbCGw0vPjS/8AYEEga443/aGykexNoGbhGlcInOEHNc9J1+SVii/Rjo5nqRfU\\n7P9MZd8RSDhNZR9eZh20OXtXCCzzfXw0yTmczr5sGFjh+ZOewy1lX6f9WBQEGImzF1jTQPtRlDL+\\noF0xBFan2w8p41t7AWEnw5JjC61NV/uRzn562g8Dy6fIPn0O24ZAnx/UHHMj2bPtZtt9Orfdt156\\nGT7LOdJE0yqaI/3r9+/Fp76+tW1zpH0nwO9/cACXde4cN0f66NGj2Lx5Mx577DGsWbMGpmnixhtv\\nxOc//3nceuut6OzsxMDAAL7//e/j8OHD+MEPfjAj+9hIH3jidyqiCQwbBgKEb5Q5pVA2RPzYVAqu\\nGHuckwpO4nGA8A1zJPEaQoUrmUaPs7L2NQKEt9aoJv5MIfwwHP/9BDWVxJ8h8XcBwrleXp2a5PEY\\nqeeYdWqySmE0UWOp2mPOydp9j2qSGaSPz1IKDsYe56Ucl2Mutd30vtbLvqBkzb8fVNiRmyx7K7Vv\\nUuef3Pe62Sf2DWp89vVqps6+9nXCHEXiNcIPh8njsetkn8wgm9rXxrM3JtzXxrLHuOzTNVbqHFY6\\n/6myT+YY/n6N/X36dzSqGZ3k9zgv5QTnsKh5jWazz6WyN5WCW5P9+EzS2afbj1wj7YcKFzeK/76B\\n9iOdfb32I9tA9lO1H+Pb0Imyr20/7NTxJM/hibJn2822e7ra7smOZ9rabhDRTFH6HtLt+gkvIa8/\\nIm0YBhYuXIgTJ05A6nUiLr/8cqxZswbZbNgSOI4D3/fjx6cKL+2mpr2dtfBBxoSlgNuHyrCFwP7O\\ncF7TJWUbHb7EfV1FKIRzspaXbTxVzGHYDO8De/twGRVD4LFS+O3TFaM28lLi113hjddXOz6WVWw8\\nUcph1Ajnet02VMZJy4jnh+0aqcJQwANd4Wuc43hYqhdaqRrhXK9bhsv40DLj+WHXjFQBAL/tDGvO\\nsz30+Q4e6cjD0aMxNw9XcMyy8FbOAhSwe6QCCeBBXXNB1cUSJ8C+jjw8Ec6zWz5SweGMhff0/TBv\\nGq7AF8DejrBmW8VBb+Djl51FSITzaZePVPFO1sLRjAlDhZm4QuDhjjDHi8oOFsiwRiGcZ/eZ0Sp+\\nX8jF9yL9nM7+UZ39pWUbpUT2q3T2TxZzGDHDe5FG2T+us985aiOXyH6Nzv7xUg7lRPYfWSZe0Tle\\nPVKFSOS43vZwhl+b/a3DZXxgmfE8u2uHq1AAfqdrNtou+vwgzr4nkLhpuIKjloW3dfY3jFQQJLLf\\nUnWx2JFx9osS2R/W2d+us9+ns99ecbAokX2fF2D5aJj9sYwJM5H9IzrHi1PZL/cCXD1axTPFHAbN\\n8D7Stw+VURUCj+p9u6xso+iHOSqE82nrZV9OZH/laBVZqXC/zn6t42FZxYmzL0qFW3X2B3X2n9HZ\\n/0Zv91yd/f6OPGwRzpG+RWf/hs7+uuFKTfbnV130OQEe7sjDFeEc6WUjFRzJWHgnG2Z/o87+IV3T\\nX3XR63i4p6OIQIRzpJePVPBexsL7ep7ubcNleInsd+js9+gcz9DZH8paOK6zj87hKPtPl230SBln\\nv8L1sats4+liDkO6/bhNn8OP6hwvH7VRkOF5D4TzaZclss/r7AdMAy/qeaxXjVaRSWS/Trcfj5Xy\\nqBjhHOlbh8o4YZnxHOnPptqPDan2oyuQuGW4guOWGc4VBXD9cNh+RDlunqD9eD9j4V19Dt+oz+GH\\ndI5bKy56Aw/3dBYRIJxPu3ykinezFo6k2o99uv24sOJgoRzLfqnO/pO13Qq3D1cmbbvPnuttd6L9\\nOKrP4dsabbuLOQyYc7vtPjRl212AJ9By201Ec8dkl0NnMhls2LABL774Ivr7+5HJZPDXf/3XNc85\\nfvw4KpUKli5dOrM7OgV2pKllk84JSF1Dlpn0yfVrrEZqUswWaoz09W4zWFNv3tpku2wo1Mxbm+oW\\nMPELzuHsRZuyF4nLT4EZzD6llRzNNp3DZup8jDRzDjdSMz77BnbuFJ3D7cq+lRxbqZnr7Ue72u62\\ntR+zKPvpbLuJaHopAFIJBO26j7QKf+rp6enBP/3TP9XcKzqtVCrhqquuwooVK2ZwL6fGjjQ1bVEg\\nsUiv1BndoiVaRdU2wplpG/RKrNFtbfr8AH1+UDMnL6qpGAY6pcR5uiaab7fMC7DMC+J5Y8kaV4T3\\ntoweR2+0qzwf8Ma2ayZqHBHe2zJ6HFmtV0iNanKJ59ip44vmVK7RNdG8zA45VlNN1URz2KLVaaN5\\nbj2BjFc8rYjammiu7Xqndj96A4nexDzGZE01lX20b2f4Ac6YIPuyYaCUyD6ar7vcC7B8kuwLiYyi\\ndjCdvaVqj8eoyV7UzT4/SfbRvq1NZd+ZyD6do5fKPspgQSCxYILso+2e69T+Wyz2JRb79bOvGAYW\\nJLL3Gsg+HLELEscX/v0KLwAS2QvUnsP5Otmfmcoxo2qPJ/ka0Tl8dirHYgPn8Fp37LwBgK5Jso9e\\nd30q+4WBxMJJ249gLHv9Gkv8AEsmaT+667QfS/0ASyeocYVADmpc9iv1ORxlb6Syz9bJ/qxU9lk1\\n/lyaqv0oNZB9tLJ4lFl3IOPVqhvNfqbb7mhf2XaPtR9x2+1L9E7QfsyFtrvQUNtde3yttN1ENHNa\\n+E7tE5j4d9o0zXik2TDqz0I+66yzsGLFihm7h3SjuNgYNeWhffvw4N698WMD4QeyQuJrJU9/UIqk\\nFx6pxzEEcrK5Gl9/uEruS3JxGYHxjUJ639I19bbr6g/QE72uhfD2NUnp40lLb9dA+CEtP0lNet/q\\nfbl/umSffgxMneN0ZN9Ijo1kn862kezT+9pIjnZqu/VyS5vqHJ6u7B0h4nvL1jMd53C99qOl7A2B\\nbNPncO3o3XxrP9h2s+0GZlfbvWvnTuzkYmNE0ypabOzew/dh2/+zHWabFhsLHB8HfvgcdnZdPm6x\\nscnceeed6OrqwsUXX4xisTij+9hIH5gj0tQUAeBXXcX4W+gbh8N5ki8WsjAV0F91sNiXuLO7hIxS\\nWOQHuKps456uEjz9yeHm4QqeLWRxOBOefjsqDjqlxN09YU2fF+Cyio093aX4zfnWoTKeKOVwTH/z\\ndHHZRkYBD3XmYSpghefjwoqDu7pLUAgvB7tluIxHS/l4NdjLyjYCAI90hDVnuT76qw5+0V2CQHjp\\n3c3DFTxcKuCkFX4DduVoFWXDwOOlHEwVjgptdFzc2RXW5KXCjSMVPNhRiFem/cxIFSctA08Xw5oN\\ntot1ro87u0swlUKHlLhupIp7u4rxKqW7Ryo4Yll4rhjmuLnqYqXvY09XWNMTSHxmNKyJvs2/abiC\\n5/NZvJsNM9ladbAokX2vH+DKso1fdpXilWhvGS7jmUIO7+vsP1VxUEpkv9QLcEmd7B8v5eMVZD9d\\ntmEC2KtzXOn62FGtzf7W4TL2l/LxarCXj9rwBLBf16x2PWypunH2WaVw03AF+0oFfKyzv2q0ihHD\\nwBM6+3McDxscD3d2FWEgXHX4hpEKftdRwLDO/vqRKo5bBp7R2Z9nu1jj+rhLZ98ZSFw7WsU9iXP4\\nBj1H9YA+hy+ouljh+7i7qwRLKSwIJK7WNV4i+wP5LN7T2W+rOljgS9yls1/sB9hZJ/unCzkc0dlf\\nWLFRkAp7dPbLPB+frji4u7sUf5C9daiMx0r5eCXeS8o2BIB9OsdVro/tiexNfd4/UsrHq+peMVqF\\nYwg8Wgpr1jgeNjsufqHP4Zw+h/d2FOLVeneNVjFkGHhSZ7/e8bDe8XBXVwkGFIpSYfdIBb/qLMYj\\nRdePVHDMMvF7nf1G28XZiey7AolrRqvj2o/DGQsv6Oy3VB0s8wPs0dkvhDQelwAAIABJREFU9APs\\nSrUfNw1X8Fyi/dhecdAtJe7SOS7xA1xetrGnqxSPNN86XMYThRyO6ZqLKjZyUuHBzgJMFd5X+qJE\\n+yHqZH9p2YYC8LDO/kzXx9aqgzu7SwDCRZhuGa7g4VIeJ3XNztEqqobAYzr7tY6HTXXaj4c6CvHq\\nxFePVDFgGXhK53iu7eEc14vbj5KUuH4kzLGaaD+OWhae1e3H+baLM73wHDaVQncg8dk62U93232G\\nF+DSudx2BxLXjTbWdkftx3xpu/eWChiYsu0O249W2+5dIKKZdLqMSPu+j8OHD9f9u3vvvRdLlizB\\nwoUL0dPTg46ODixevHimdnJK7EhT07JSYSBj1IzmOELU/E74ADxDYJF+bCkVLxYEhJ2gSupSLU/X\\nREylMGIa8YhJvk5NertCAWUzXDQFCDsJU9UA4Tfh3bomWsUZkxyfRDgaEH17Hq10KiapCXRNh84g\\nLxU+zhjhXLMJanxd06M/GWWlwmAi+6KU444vyj5iKYVhvWAN0Fj2xnRkrxrPPttk9nZiJK2Z7Dt1\\njnl9DptTZO8aAgui7PU5nImzH398LWUvau+raiiFUTNcbCza10Zz7Gwie4XwcslcKsdGsi/GxyNx\\n0rIaOoe7dI65JrJfqB9nUu1HvezT57Clz+H8JNmnt2soYMQMFxuL9rXR7LuayL6V9iOqKSXaj5MN\\nth/difaj9ba78fZjzrbdifbj4wbP4Z5E+zFosu3+pG03Ec0cpQRUu+ZIY+KO++DgIP78z/+87t+9\\n+OKLyOfzeOqpp5DNZrFr1y781V/91Yzt51TYkaaWdAdj922NHgPhvK3FkOjSy9U7Ru1zfJF+nHhN\\nXVNN1QST1ejtRvtiQqE7UJCYumZsTqOKPwzU1GB8TTT3K68U8oGqWUymO5A1l7dFNdHxlPTxpY+n\\nXo7Rh5gOXeNNUZM8vk+SfWUWZF9QCoVA1SxA02j26Qwmy75T1h5f9Jz0v0W97O1mso+3G47MCP1n\\nsonsLRVmrxrIPtq3nFLI1TmHJ89eohBgXPaNnMONZF/Wc6Tj7Fs4h1vJPtoXIzqHm6jJ6OyTpsq+\\nlfajOIPtB8C2e7rb7k623Q23H8223UQ0/VTipz0EJhqV9n0fL730Erq7u3H99dejo6MDQrcBx48f\\nR3d3Nz71qU+hWCxi3bp1bdvjejhHmpqyd98+7E3MkZYYfzNyH5N/Q5OeHzbVXMzpqknPQav3HIHa\\nRqSVmkAImKmadE7ja8avnBognHs2kfRrpufb1jMdOabnvjWilRzTc/kaqWH2401X9q3kOFVNvfaj\\n6exFuADbZGYq+/Rz0k6n7NPYdrP9aMTp1Hbv5BxpomkXzZG+5/Cv0f/nO9o3R9r18cIPn8WVXZeN\\nmyNdLpfxk5/8BE8//TRWrFiBm266CatXr0Ymk8HXvvY1LF++HH/2Z3+G3t5eZDKZGZsrzTnSNCMe\\nKhXiN+P/n703DY7jOs/9n9PL7AAIEiRBLAQ3ENx3irvERYu1S6TKsuKkYsf/lOq64rjiKpUrVfY3\\nV+wqZ3Ou7ST2VWLHletK6Vq7ZK0UuIi7JEuyqZUSV5DgjsFMr6fP+X/o043uxsxgBgJAiO63ih96\\n0M/0mR/feaaX875nlW7i96mEXy/WTCkmU4bDmaR/YrBRM/BKLu1v36Cb+F0q4d8Nb7MpZAAn1IF0\\n3CA03hSwtZqBI5kkqPgpnmHZoIT49WIyONZoJroDY1unGTiQSfn1pnMsG0WJ+LV6Sc6xXDexO6DZ\\noBl4PTPQan+eaeGyrPi1ejnGsNC0sDuT9k9iNmoG9mRT/hTLRYaFswkFl2RXM8Fx0GlR7MmmQkx2\\nZdP+ycYKw8T7yYT/VGEyddBOKfZlwpqdgbGu1k28G2A/jVKkGPBpYoBjlP0a3cBbqaTPvt12iZ6M\\nsH85l/an77rsU/6ThpmWDUsiOCM4KpxjtW5iV2Bs6yPsO00b/TLBOaFJcYZlulWR/XzTwkVZ8Wv1\\n6pjb1XZPJhViv1vUnwLAcsPCiYSCy4J9o+NgtkWxN8K+O5v2Tw5XGibeSSX8rrFTqIO2EuxfzaX9\\nKZZR9i2UIsHgrsNcJfvptg0O4tebEnCs10x0Z1P+9PG1moHDmZT/xGaWZcOQCHoER5VzrCrBfn8m\\n5Z+kzjUt9MkyeoUmwxiWmBZ2BXJ4QySHF5gWzsuKX2ddzxi6TBt7I+x3ZVP+VNXlhomPkioK4sn6\\nRMfBrCHYr9JN/CGV8Gt9p1KKFupg/xDs30kl/CdjrTaFCuB4Jf/QDRxJJf2nWh22DQcD/iGBY63m\\nclTL+Mdsy4YeYJ/gHCuG8I8u08IVWcZ5ockyhkVD+MdCw0JvQsFFkcMNDsNcy8bebMpnUMo/Pkgm\\n/E7cTY6DDpvi9Qr+EXv3GHt3Lu1Pj78evXtvJuVfKI+Wd29GHHHEMZrBMXZPpHmF29DZbBZ/+Zd/\\niba2NuzcuRPPPPMMNm3ahBtuuAGJRALJZBL19fVoaGgYo9GWj/hCOo6awyLAqYQChbsnY2nG8IdM\\nEoB7MgYAPYoMTtxmJoD71OhMUkaCuSdjSc7xXkoF4J6MZRjDsYQCEGCm6Wo0iaBHlf0TMoVzfCA0\\nMywbacZxTNw585bIuCJLKARqvSTO8ZHQzLFspAIab5mNi4oEXSL+lDIA7j7cPRlL8gHNUt0CAFxQ\\nJJgSwUQqpvwB+DSpgHD3ZCwR0KzU3MugXkUGJe6FGuDWxp5IuPWlKwy3ccy7aZfjZLHPOUWGQ9zl\\nZADADLBfrZtIBdhPoxRZxvBJQgEnbiMqANAF+yTjWKO7FwAe+/YI+9kB9mcD7OUA+5kR9l1GafYE\\nHMeSrqbTDLNfaFgh9t5SMhzAJ4L9/Aj7ZYL9eUWCJRFMCrA/Ltgvj7BfFWE/1R5gfzKhQObuhXSG\\nMbwrOHr/P2cVGYy4y8l47E8nFaiCfZJx/CHjfr6WCPuOMuzVAPvptu2yF2OdI3L4qiwhH6iRljnH\\nh0IzK8J+nmB/WZFQDNRIE3B8LNjPNS2kAkwW6wPsDYmgkQ6w9/J+QYT9cp+9DEtyl/Lx2J9Iujm8\\nXOTw2+kEAGCiFs7hZsHRCrD3/OP3gv1U4R8e+7aAf5wW/rFa+MdRwaQ1ksMzAux7krJ7Ei7Yeznc\\nEWHfGfCPYI20HPCP2RH/mC/YX1IkUSPNBrHvirBfUsY/GAb8Y2Ekh1dorqZXkWGTAW+gJfzjHeEf\\nTRH20wLsh+/dHDfoqOjds65377bD3i1X8G4vh0Penfxj927XPz6Ld8cRRxyjE+5FNBm7C2nu/isX\\niUQC9957Lzo7O/GrX/0Kzz33HM6dO4eenp5rvnZ0MCrN/IojjorByt9M8iNY6wUMrNdaSwynNmpE\\njlPFewxHY0c01fR1sCKaathHYzgcxzP7KMdqNMPhaF4j9sPheK3Yj1YOf578wxmJ79e4Zn99+cdI\\nsK+GY+zdg2MkvDuOOOIY+XAvbsnY/KtQIx2MBQsW4G//9m+xYMECdHd348KFC8jlcmXXlx7riGuk\\n46gpunftwm/27Pa3k5yHLjQM8VTMDnw3GhhDXyDhU5z7U9oA9wcyybl/F0yTJLTbFJfkAU2ac3/6\\nJzC4BkuXCFptB5cDmjrG0B84LiMEUkBjSATNtuMvOwO4U1jzFb6cJiGY4jihzxP9fNF1OC1CMMlh\\n6A82g4loohx1ScIkx/GnG5fSRDmaEkHW4X6DmKIkocOmuCiX10Tr36phH61l0yWCFtvxl04CBnPk\\nIKH7nNWwJwhPMTIJwWSHIV+BY4K7T928sAjBRIehMAbsMw73T0SHx56g3XZC7KM5PDz2g2srpzoO\\nrkrVs68mhxOch052i5KEqdSpib0hETQ6LJRv1fhHinP/O1eUJEz/I/cPTZIw2XFQrMAx9u7Yuz9v\\n3n3PphtxS1wjHUccIxpejfQzp17E0q/fADlZqcPDyIVjOnj3/7yBbQ0bq15Heu/evdi3bx+WLl2K\\njRs3IpvNjuoY4xrpOEYlLiqyP+00Rx30KnKogYkpIfSDn2Pc70gMAPXUQY8qh5qrSAjfcTYJCWkm\\n2BQnk4o/5VLiHIxIoa6iUU2jw3BVHhhbgnNYkjToRCmomeQwXJFlv47LXaIkfHIW1TQ5DJeUgal0\\n9Q5DXgkvS2OX0AQ5ZhwHeVkOnWAaJTQXFNlnUEcdnFXkUMMZUxp4gkpKvEcDpTijKv5Yg+Mrx3GC\\nTXEiqfodgGXOQSUp1Gk1ymRihGOSueyjF2dR9pdl2W8clWUMRUka1HSoEvu0w9Avh5elGYp91nFw\\nXpZDJ6XVsO9R5FCTK6sK9qdVxT+ud4lbkX0kh5VhsE8xBqMa9srAdzInLmSCmT80ewf5wPI+BO7N\\ngUrsS/lHafaK3723roR/WBjwD1KKI6U4FWBP4HYophXYR/1DHYZ/pBmDXoV/BNnXOQyFKvwjyL6U\\nf+hD5H3s3bF3l2Iynr1bRRxxxDFawTnAOAHhY/Oklw3ZrtMNSilkWQYhBBs2bMDKlSth2zZkWQZj\\n7Jo/mY4vpOOoOY6rCnpVGQoHdvQVYRLg9azb5GVD0UCDw/FCQxocbp3ddJvijXQCebEO7I58EToh\\n2J9z68NuKhhQOceLde7dqJkmRbtNcTiTQEFy18Pc3kdRlAgOiZqybf06ZM7xstDMNW202RQHMkno\\nklvr1Sru6Hv1Ybf16yCc4zWhWWDYaLEp9mWTMIlbZ9duU/Qqsl9nd2e/Bg6gO+d+vqW6hWmUYm82\\nCZu4dXbTbYoeRcbJhFvrdU9egwNgl9Cs1ExMpRy7syk4xK3BnW67J/Y9qgyJu0xsAHuEZm3RRBPn\\neDbnNo1qsV3NcVXBecH+AcF+n2C/sWig3uF4UbCfLtgfSSfQL9Yi3ZGn0AnBAcF+s2D/kmAyW7A/\\nlEmgGGF/WDTyuVmwf0VougwbrRH2bTbFRUXCh6LO7gt5l/1OoVloWCH2EwLsvTq7uyLsl+kWmqnj\\ns58k2J9RZJwS7HcI9ruFZpVmYkqA/VTB8aSq4KwqQ/bYE2Cv4Lguwr5VaD5NuM1zVD/vCfZnXY6b\\nigbqAuw7KrA/KNhvKehQAuznmHaIfYZx3N9HcVmW/LrIW/p1SAH28wT7/dkkDOI+UWyzKS4oEj4S\\n7G/PawA4Xsu5msW6hRZK8XrWbVzUSF32ZxXZbZbGgbsF+9cEx+W6hanUwd5sCjZxa6Sn2xSnFRmn\\nRZ3u9nwRTiCHVwv2z9a7HJsFxxOqgnOC/QN9RVgB/1hfNDCJczwn2LcJjp8kFFxUXP/Yni/CCPjH\\njQUDiYB/zLDcHPbYpwT7YoD9VsHe849O4R8HM0loklsjfX+f+3TvfcH+VsH+VaGZH/GPepHD5xXJ\\nr5G+I8J+SQX/OCFy+O68BhbwjxWay35PNgVK3Bpczz/OBPyDBtiv0UxMdgZyeFrAP4bv3Rw78lpF\\n7551vXu3HfZuWeR9Vd6dcBufXa/efU6R8emQ3u36x3C9O4444vjjCUop8vk8Tp06hSlTpmDixInQ\\ndR0HDx7E8ePHMWPGDCxfvhxNTU3X9GI6vpCOY9hRsSYgcqNJrbhzaY1SjSYS0WVIqgmpuptin1lT\\nbvdKQ5Z46bq1P2b2ZIzYE166/nTE2UdiOBzlscrhMpqRzuGy7CuN9xrl8JixL/N67B+jrxnX/vE5\\nYj+S3h1HHHFcv0EpxR/+8Ac88MADOHnyJKZNm4Yf//jHePrpp/Hcc88hn89DURT8yZ/8Cb773e+i\\nubn5mo01vpCOo+aYSh1MFZ1JvSU/vG603hS/xaKzpy7+3mpTtNoITdPyNIZEUMeAJULjTW+bblFM\\nD7yHzAc0miShwWH+tjdFc5Zlh46b5Dw0NjmwzYTG69hrCE2WDbyvNxZv24suofH+PsFhmBD4PEGN\\nd5wFRphRE3XQJDjqkeN40/W8Dqket2bqoLkMezPC3htHm03RZg/sH9ToEkE2wN47rt91WmiUALei\\nJKE+wMgpwz7FwuwJBra9E0yPvdfYKFeBvXeuNy/CvtFhaPQ+T0TjRNgXBcfJ1PG760Y13v/PIj+H\\nXc002/G7H0fZGxH2ZhXsNUlCmjmD/s9nRNirkRwO5rT3+WZHcjgdYF+O49wIx/rA98mIaLwptfPM\\n8HtOdBgmlmFPIznssZ9CHb8zejn/WBTxjxabosUd7mD2EkFD0D/E39ttinZ74D2kCPtkCfYzIzmc\\niLBXS7CfE2GfqcDei6h/BL1ssH+4mvkR/5hEHUwqk8Pl2H827x6cw1Hv9pd2i73bz2Hfu23H71x/\\nPXp3XVXeHf77cLw7jjjiGJ3gIGJq99jcvmK8fNfufD6PH/zgB+jq6sJPfvITdHd345/+6Z+gKAr+\\n9V//FWvXrsWTTz6JV199Fb/97W+vaS+vuNlYHDXFa7t24dVd3f42AaARgnQgjSgIlMB9dznyVKTU\\nTWmLkFCtXlRT6u6+QSSkOCurkfjgDqnRBi3RfRSOUO1eqbFFx6JyhBr0AO6JQrIGDYF7IpGq8HUc\\nxASD2dsgUCuwLxXRsVbDXicS0gH2UY6ljjsc9sPhaAyhqYZjNEppikRCJsBgrNgPxbHUcaM5PFrs\\nozk8HPZRfyjJXpKQYQPsh/QPDH4SaETGGvtH7N3A9e/dw/GP8eLdN9+0GZvjZmNxxDGi4TUbe+rk\\nS1j8v9ZATo7NM1bHcnD0/xzGzRM2DGo2du7cOWzatAk/+clPsH79euTzeTzwwAO47bbb8LWvfQ2t\\nra34+OOP8eijjwIAfvCDH4zKGONmY3GMeBAAz9Vl/CdW9+U1nFIVvJ1OQOLu2qSTKcPj9VnInGMK\\ndbC1aODJuqzfkXN7XsORdAInVDf91mom6hjDE/VZKJyjxXawSTPwdH0WNtwnSdv7ijiQSeKM4mo2\\nFg2oHHiqPgeFc3TYFGs0E0/UZ8Hg/kjfly/i9UwK5xS3A+HmouHXv0kcmG1RLNdNPF6fBYfbFfXe\\nvIbdmTQuKO7d75sLOoqShNezSUjcfRq60LTwm3q3U2CWcdzdr2FnNu13Pv1Cv45LioSDGVezyLDQ\\naVH8piELiXM0MIbb+3W8nMv4XUzv6dfQoyh4I+NyXK5baKcUT9a7mkkOwy0FHU8H2N+f13BSVfCO\\nYL9aNzGJuhxlzjGVOtgSYb8jX8ThdBInBft1mrsG6pOCfZvtYINm4Kn6LGiA/f5MCj2C46aiARnA\\n0zmX/QyLYrUeZn9/voi9mRR6hWZLwYBN3Po3ibvrwi7TLZ99mnPck9ewK5PGRcH+loKOfknCPsF+\\nvmljvmnj8foMALcR0l0R9nf36zinSDgk2C82LMy2KB4X7Cc4DF8o6HimLuM/Abm3X0OPquBNwXGF\\nbqEtwL7JYbi5oOOpuoz/JMVj/25ahcTdtdEbA+ybqYPNJdgfSidxSrBfrxlIM+6zb7cp1mumz14G\\ncH+E/Y1FAwRu7bLEgZkWxaoA+4TI+yD7rQUdpkSwJ+tq5po2lgRyOCNyuDub9jv+3lrQ0SdJ2C/Y\\nLzBtdJk2nqjPAuCoYxx39mt4NZv2u/fe3a/hnCLjsGC/xLAwK8C+0WG4LcL+vryG06qC3wn2K3UT\\nLdTBU4L9ZOpgW9HAU3VZmILj/XkNJ1QFv0+57NdoJhoC/jGNOrixaODpuixs4nrWjnwRB9NJnBbs\\nN2gGkozjKaGZblOs1Uw8WZ+FA/eH8f6+IvZlUjgrON5UNPy6T4kDsyyKFQH2Sc5xX17DnkwK54Vm\\nW0GHLhHsFey7TBuLSvjHa9m037X6tn4dVxQJBwTHhYaNuZaNxxuyIJyjnjHc0a/jlVwGfQH/OKso\\nOCL8Y5lhocOmeEJwnOgw3Brxj9Hw7lbbwcbr2bsdhtsLn3/v3ik4jr13u/4xXO++GXHEEcdoBQfA\\nQEDGqKCCo3ypC2MMV69eRUdHB9LpNDKZDFKpFFpaWlBXVwdCCCZNmoRMJoMzZ86MyXjLRXwhHUfN\\nkWIcfaoUqsWyCQk9qnAA0MB0tATn6BfNxgD35H3QOqUAnMBrCucoyNJAV89SGhJe31TmgC4TqA73\\nxxrVRMdK4E6lSwlNkgtNhc8HiCVLxNgSQkMqaLjQePNkVc5hSoM7xAY1DIAtEXhtVpPDYK8K9kmv\\ny2yV7IuflT2vnn26BvYcgCUR5MTY1FrYC45pxnFVHdwhNsoxxJ5z5GUpVLc4IuwHcXTZe12Bq8lh\\nCe60zESUYwWNxz4TyeFq2NdF2NeSw6la2ItICPYJVlnjRNgXRLMxoPoc1mQCpQb2BG5uJWtgDwzP\\nP6zP6B+fzbtr84/r0rsFR499rf7RJ48P744edyS8uxb/+CzeHUcccVwfUWkdaUmS0NDQgCtXroAx\\nBlVVce+992Lx4sVIpdyGhJRSMMagKNf2Uja+kI5jWNFImXtSF9gGvHowhgmOux1cFqWRskHbwelg\\njULj1YcR7u1TQRM6rvvD3Ei5X9tWSeONJcU4UoyHppCV03hPFDKMB5YxGkLj1ZCJz8dQzedxX6wX\\nmiiDUuyLkoRJFdjbVbD360lrYF8cAfaogX2WcWQZD93JLKfRI+ydyNjMkjnsvtYgNFFu5dg3Btib\\ntbD3x+pylGtg73FMMI4Eq469N7Y044OW0hmaPUOWoSb29TWxlwA45dmT0uwbGPNzOMq+Fv9QRA5H\\nx1qJfZJxJBkPTXUdiv1w/CM3yv4Re3cJTdS7I2NzKrBv+Bx4t3ecsfPu2v2jlHfHEUccoxMcBHyM\\naqQ5L/9EWlVVLF26FMePH8eyZcugqiq2b9+OhoYGqKq7okBPTw8KhcI1bTQGxDXScdQY3bt2YVd3\\nt7/twJ2CGgyKyndoGBBanzZaq1iNJlp/BQyu34tuR+vlSu0TjWhtWKmxRIMSElpTFCjNKfR3Mrhz\\n6pCaEn8fDfZRRiPFfiiO15J9rRwBwEbldU6rYT8Ux/HNfnDH4LHIYcCttazU4Xis/CO6PVI5PF7Z\\nx94de3epGC32N22Oa6TjiGOkw6uRfuLEy1j4v9aOaY30+48ewq0T1g+qkTZNE/v370dTUxPmzZtX\\n8qnzsWPH8O6772LKlClYv379qIwxrpGOY1Ti1Vza/8Fbo5l4M5Xw78K32hSTKcOBTNL/kb+paODl\\nXNr/MV6nmXgrnfDvUndYFBKATxNuOhIObNIMvFSX9qdlbigaOJBJ+nfmZ5s2bEJwUmgSnGONZuKF\\nuozfhGhj0cD+TMp/atBl2ihIBGdEjVmGcSzXTbwWGNuNRQN7sin/LtlCw8IlRfFr9RochoWmhVez\\nA5qbiga6syn/5GOpbqFHrDkMuN11Oy2KV7Mp/yTmpqKBnbk0ZLG9WjdxLKHisjLQ4bWdUuzNhDWv\\n5NL+CcpazcQbqYR/577NpphEGQ5G2L+US/vvsV4zcCid9J+MeR2ijwuOMnfrR6PsD2VSfmOYOaYN\\nUyJ+rW+ScawWHL2xbSoaeD2b8mfjzTNs5GWCHqHJMoZluoVXK7BfZFi4oCh+rd4Eh2G+aWNXNlWW\\n/SrdwgcJBReFpok6mD0E+xt0E39IJVAUHKfZDtooxc4h2L8dYN9uUzRShkM1sJ9p2eAgPnuFc6zX\\nTLxQl/afFEfZd5o2jAD7FONYNQT7+YaFPkVGj/ghqnMYlkRy+Maigd1iTVvArU88H2Df6DB0mTZ2\\nR9i/lk35J8erdBPvJxRcEprJ1MGsEuyj/vFWgH2LTdFCnUHsg/6xVjPxdjrh11lPtygaGMPh9AD7\\nG4XGe48NmoGD6aT/NG2WZcMBwQnBXuUcazUTL9ZlkA74x4FMyn9aNte0oUnEr7NOM44VuonuAHsv\\nh70Z6AsMC1cUGWcF+3qHYdEQ/rFEt3BOrDkMABMpw1zLzfsgk9dyaUgB/3g/oeKSMtCdu8Om2JOp\\nzH6kvVviwMbYu2PvHi3vRhxxxDGawUHElOsxOBYv37U7mUxi8+bNFfWtra1oampCMpkc+cHVEPGF\\ndBw1hw3gdEKBwoE1MJFhDEdTbiK32u6Pe68igxOgXfzYm4SgR5VFjaOJFON4P+0+v+uwKLKM4biq\\nAASYaboagxCcS8j+RUWCc3yUdDWzTRsZxv2TCG8pH40QnE8oyIm6LYVzHBOaLtNGOqBZYLiaK7IE\\nXSL+VDyJA8eSCsDdk7FUQLNULM1xSZZgSgQTxTQ0DuBEQgHh7j5JPqDxlqi5oMigBP7SPw6AUwnF\\nbzaTCGi8ZVLOKzIcArSIbRvAGcEegv17gn1bhP30APuzquzX2aUYxweC/YwI+9mCvR5hrwbYz4mw\\n7xIc+yQJBZn47OUA+3lGmL23LI/H3pvSSDjwqWC/KMJ+mWB/UZZgSQSTqDfV1eVIuHsyFmTfFGE/\\nVXCkQiNz90I6xxj+IDh6S1z1KjIYAVrFtkWAM6oinnyaSDOO91Lu52uPsO8owz4ZYD/TspFhzB+r\\nt4ySTgh6E7I//VQJsO+M5PA8wf6qLKEoEdQJ9lKA/fwIx8WC42VZgiERfyolIE7KuXshnQxoGn32\\nMiwJaAqwPylyeJVuhth7y4t5OdwcYH9asPf8w2PfEuDICNAmOFol/OM9wdHL83OKDJCBCwxDsPcu\\nKhKM40OhmRVh3xnwj96E4tfPKpzjY8FxboT9/IB/aBLxp1FLnOMToVkQYb+kjH947Al39wlynEgF\\ne0WGTQa4OgH2Uf+YGmE/LeAfw/fuAf8o592zrnfvtsPeLVfwbi+Hfe8W/nG9ejc4cHxI73b947N4\\ndxxxxDE6wVH54nbkj1f+gp1zjmKxCFmWkUqlQAjBxYsX8dFHH+HChQuQJAnt7e2YOXOmXzN9rSK+\\nkI5jWEF4uLaBlJhnR3i4XpHwwUtzRJuXRAsmCA/XmA3SlPjCEx6uraxW40Q1kb+X0gwaWxWa6NgG\\ncSyhsYbSVMW+AhNgxNhX/D8eQY6jwr4Exyh7VoWmJvYjmsPlx3Z95HB5jZfDxjVjX7vm88V+bPwj\\n9u7Yu0tpguzjiCOO0Qn3ifQYHYuXv5g2DAPPP/88lixZgjlz5uCqDtlpAAAgAElEQVTSpUv4zW9+\\ngzfeeAN9fX2QJAnNzc3YvHkztmzZgsbGxjEa9eCIa6TjqCm6d+3CE3t2+9sJzkMnCrrk3tUO/iDX\\nMYZ+aaA6Ksl56EQhWrdVlCS02dRfFgNwu4gGT5CjNViaRNBiO/5SPKU0DiH+dDxvrFNtB/mAJjrW\\n6HmOQQgmO05on6iGIHxeYxGCRof501dLaaIcbUJQx1ho/ENxNCSCjBNuejSUJlr/pkkSWodgH61l\\n0ySCabaDvoAmxxgKgeMyEEgBKoZEMGUI9tEwCcEkh6FQgWN0bVKLuE9MtBrYa5KEiY5TM/u0E256\\nVDt7glbbqYm9LhE0D8l+cG3lFMdBvkIOR8MkBBOHyGGV89DJbin29YyFjjuYvftdMWthX6JWNKr5\\nPPtHNeyjHC1C0MCYP/29Gk3s3bF3A+Pbu+/edCNujmuk44hjRMOrkf7NiVcw/+F1Y1oj/eF/HMQX\\nGtcNqpHu7e3FnXfeiR/+8IfYsGEDfv3rX+M///M/0dXVhcWLF8O2bRw8eBAA8NWvfhW33XbbqIwx\\nrpGOY1TirDIw7XQaddCjyKETI11C6ARuosPQoyjIivq3VurgVGC6mnfyEj057gv8yNbbFMeTSmi6\\nmk2k0A9vVNNgU3ySVP3jpjmHLkmhVTTMiKbRYTgvy/7JofdjHz2xDWomOgy9ysAU0kaH4Yoihe6s\\nZ0tozikD0++mOg4uy3LoZDGFwZog+xbq4EyEvTQE+zZKcUpVfPZun96h2X+aVP36xQTnsCQJdgUm\\nExyGC7Lsn+hlGIdWI/v6EuytIdhPcRiuymH2mSHYN5dgrxESOskrxf60IodOZIkUfhpaiv1JVfHH\\nKoPDAQmdhJdiH8xhd3kfCbQCxyj7LGMoSlLoSXpJ9srAd7KBsdDfgdLsgxynOO5NAKkG9iX9owT7\\nIMeWiH8EP5MXacbDHCnFcXXAPxRw2CChC/+h/CM1DP/ICfa1+McEh+FqxD+GYl/KPzJD+Efs3bF3\\nl2Iynr07PmGNI45RDA4MmiIz6scrHY7j4NSpU5g2bRpkWcZTTz2FLVu24Ctf+Qo6OjoAAG+//TYe\\nffRRdHd3j9qFdDUR+1IcNccpVUGvKkPhwI6+ImwC7BeNijYUDaQdjpca0uBw6+xm2hTHEwouKe46\\nsDvyRZiE4GDOrQ+7qWAgyTlernPvRs00KWbYFG9mEihI7nqY7X0UmkRwOONqtvXrUDnHq0Iz17TR\\nYVMcziT9JyvTbYqCRPBGxh3bbf06ZM7xmtAsMGy02xQHs24DlwaHYYZNcVGR/Tq7O/s1EAC7cu57\\nLNUttFGK/Vm3ec5EyjDTpjinyDgpar3uyWvgAPYIzUrNRAvlbgMX4tZIz7QpzqgKelQZEneZOABe\\nF5q1RRMqOPZmU36d3UzbvRA7L9g/0FeEFWC/sWggFWA/XbD/NKHgsuKuRdqWpzAC7DcXDCQC7GcL\\n9m9kEihG2B8RHG/u16EE2HcZNqZH2HfYFJcVCR+KOrsv5HVIAfYLDSvEfoJgf0GR8Ylgf1e/BgDY\\nLZgs0y20UsdnP0mwP6vIfp3djrwGFuC4SjMxLcB+quB4WlVwVpUhC/aUAK8LjuuKJjKc4/mc2zyn\\nVWhOiCZEqsh7ixAcyLocNwn2Lwv2HRXYHxLstxR0JDjHK4LJHNMOsc8E2Hs5fItgv1No5gn2h7JJ\\nGMStke6wKS4pkl8XeXtegwSO7pyrWaxbaKcUB7Ju861G6rLvVWS/RvruCPvluoUW6mB/1m1c1BRg\\nf1rU6W7PF8EA7BWa1ZqJBB3I4WbB8ZSq4Jxg/0Cfy97L4fVFA+kA+zbB8URCwUXhH9vzLnsvh28s\\nGEgFcniG5ebwW+kE+sU60u2C/WGh2SrYezncKfzjSCYJTawxPL2Pohhgf6tg7+Xw/Ih/1IscvqRI\\nfl31HYL9a4L9kjL+0avIfp3u3fkw+xWay35f1m18Nln4R4+q4EzAP4J5v0YzoToD7KcF2A/fuzl2\\n5LWK3j3revduO+zdssj7Ut69J5sCD3q3aCB3vXr3eUX2+1uU927XP4br3XHEEcfoBQfAOEDGaPkr\\nBlK2HpsQgnQ6jd7eXsyePRtXr17FzJkz0dDQ4O8zbdo0TJgwAefPnx+T8ZaL+EI6jmFHxZqA6Lw6\\n7+VK38+IJrqcSzURXYakmpDKjHWkNeV2rzTk4WjKsWfXCftSdYVDasq8XpE9L52vI84+EsPhKI9V\\nDpf7XlfSlHl9WOzHYQ6PGfsyr4+Vf4xH9uPdu0v9PfbuGjW17R5HHNc0OOewLAuWZcFxHBBCoCgK\\nUqkUZHlgMTfDMGBZFhhjkGUZyWQSqqqCBEtaHAeGYYBSdw6aoihIp9OQgiUs4nimafrvlUgkkEgk\\nQu/1eYtkMol169bhqaeewrx589DZ2YkPPvgAPT09fpfuDz/8EL29vWhqarqmY40vpOOoOVqogxbR\\nUdNbvmO56MrpTZVcJjp7evVN022K6WI+mSYRkIDGlAjqGLBcaLzpsTNF51LvPRJ8QKNLElSH+dve\\n9NhOyw6NK8O5v09RkpBiAxqv4ck80TXWEJp6Nvh9vW3vfGOBpxF/n+QwTBL7GBEmXOyzWHw+byre\\nVOr43XWNyHG85jJLjPA4WqmD1hrZd9gUHT57CVKEfTbA3hvbrAj7ZICjLknIBRjZZdhnGQ9xJOCB\\nz4eS7BsC72tGmHixMMK+yWFo0sO5U469x7GZOmj2OEY0Xl4sNQbyBgDabAdtdmn2VoS9Xoa9HNAY\\nkoQ0cwa9x+wI+1SAvSZJyJbIYa/zsXfcXIR9cKzeFO/5EY6NDvO7c5dnH/77ZIdhchn2rEwOT6MO\\npg2Rw0sjOdxuU7QLjlGNKREg6B/i7zNsihn2wHsoCPtHsgT7OSKHPU064h+ZEuy7IuzrqmAf9Y+J\\nDsPE4OdBMIddzaLId3QKdfwVAKr1j9i7x867l0a923b8FQCuR++eUJV3h/NkON4dRxzjOfr6+vDY\\nY4/hF7/4BY4ePYpUKoVt27bhO9/5DubNmwcAYIzhRz/6EX7xi1/gzJkz6OzsxLe+9S3ccccdftMs\\nx3Hwxhtv4O///u+xc+dOSJKEbdu24Yc//CFaWlr8i+lisYif//zn+OUvf4kTJ05gzpw5+NrXvoY/\\n+7M/QzabrXn8HARsrJa/Qvkbi3V1dXjkkUdw11134ezZs+js7MRjjz2GI0eOYPny5TBNE3v27MHU\\nqVPxp3/6p2My3nIRNxuLo6bo3rULL+3a5W/LAIok3OzHEa97EW1CJAMoSMSvMQPcJiMqr6DhPNS5\\nFBjc6EbhPNQNNLoNuBdN6YAm+r7RxjHu2MLNcaKaaBMYYHAjGIlz/8KilEaGW5cb/DwEPNTRsCTH\\nyOcZmj33p1wOfL6RZx99j1LHGQ32pTiOFXuK8J3JUuz7xZRtLyziXmR4EeVYin20udZosY/m8Gix\\nj/pHVewj/kFJ+ElcKfYOop+vMvtS/hFlX10OV2ZfjX8Miz146ISoGvaxd8fePZ69+9abbsLmuNlY\\nHOM0isUi/u7v/g5vvfUWtm7dijVr1kCSJBiGgblz56K9vR2GYeBnP/sZ/uEf/gF/8zd/g8WLF+P5\\n55/H66+/jr/6q7/CF7/4RSQSCRw4cAA/+tGPcOXKFXz961+H4zj48Y9/DNu28fTTT2PChAkAgO99\\n73t48cUXccstt+CGG27A7t27sX//ftx333345je/WdW4vWZj/+/4K+h6eAOkMWo2xiyKj/7jAO6Y\\nOLjZGADYto13330XP/3pT7Fz50709PSAc45kMom2tjbcdtttePDBB7Fy5UqoqjoqY4ybjcUxKvFy\\nLu137NzeV8RpVcbv0kkQADdoBiZThsfrM5AANNsUW4sGnq3PwCRE1EIVcUJV8PtUAgRuXWQdY3hS\\naNosik2agWfqM7CI22V0e18RBzNJnFbdlL2xoEPlwNMNGUjcXZN3jWbiqfosKHHX670vX8T+TBI9\\nQrO1oMMB8Gydq+k0bSzXTTzRkAUDkGEM9+Y17M2m0Ku4pzS39msoShL2ZlMgcNeFXWhaeLwhCw6g\\nzmG4u19DdzaFS0JzR17DJUXCgYyrWaKb6LQoftPg3h1sdBzc3q/j1Vza71R7X76Is4qMIxmX40rN\\nRDuleKI+CwK3LvKWgo7n6zL+U4Mdgv3bgv0azcAkyvCs4DjNptgSYC9xjh35Io6rCv4g2G8oGsgG\\n2E+3KDZoBp6uz8Auw/6mgg4ZwNOC4yzTxmo9zP7+fBH7skmcVVzNtn4dNgF25dIgAOaaFpbpls8+\\nyxjuyWvYk03hvOB4W7+GfknC64L9QsPCfNP2OdY7DHf1a3gtm8Jlobk3r+G8IuGgYL9UNzHbonhc\\naCZSB18o6Hgll/Y71d6fL6JHlfGG4LhKM9FGKR6vz0KC++Tv5oKO5+oz/lOTHX1FnFIVvJN2Oa7V\\nDDRShicExxabYnMZ9kcF+41FHWnG8ZTI4Q7LxnrNxFP1GVBxEnp/XxEHMkmcEew3F3QQAM8I9rNN\\nG6t0E082ZOHAXWf2vnwRr2eTOCfY39yvwZQIdmdd9vMMC0vMAfY5kcO7silcFBy/0K+hT5KwT7Bf\\nZFjoCrBvcBju7NewM5vCFZ99Eb2KhEOC/TLdxCyR9wTumry3FfRB/nFGlfGWYL9aM9BCHTwh2E+1\\nKbYVDZ89ETWpJ1UF7wqO64oGGtgA+1ab4sbigH/Igv2hdBKnxBq1m4o6kgH2MywbawP+kRDsg/6x\\npaCDB9jPMW2sCPhHmjHcl9ewN5tEr2B/S78GXSLYI9jPNywsKuEfQfa35zVcUSTsFxwX6xbmWgPs\\nJzgO7ujXsTOX9js035cv4pwi47DwjxW6iQ7bzWECd03eW0uwr8273RrpSt7dblFsvJ69mzq4vVCd\\nd3v+4Xt3fcaf/XI9evfubAoXRtm7b0UccYzfePnll3Hs2DHcc889ePDBB5HJZAC4T6C9Cz1d1/Hv\\n//7v2LFjBx544AE0NTVhwYIFOHXqFA4cOICVK1di9uzZeOedd3D27Fn89V//NW6++WY4joPGxkbc\\ncccd2L9/P7Zs2YKLFy+iu7sbmzZtwkMPPYS2tjZMnz4dmqZh165dePDBB9Hc3Fz1+N0aaTJEHc/I\\nBeOk4lrSqqpi8eLF+N73vodCoYDLly/Dtm1kMhnU19f7/0brIrraiC+k46g5FM5hR54A0ch3gSG8\\nJmWScRQUEnoCFNU4EY3KOYoS8Y+TYSzU6bWURuYcukSQFNspxofUSJz70ym9sdoEoTkn0bESzmEF\\nNAnBhFTQ8MhrqtBINWhSjCEvyzWxTwj2yRrZawH26So4VsM+etxrzV4eQmNH2PeLZmPlNCPFXpeI\\nf5xq2RsSQcof69DsCeewg+x5NewBK9DMOzGMHB4O+yTj6K/RPxKMo6gQ/zjV+Ici2CdqZG9KBN69\\n9GrZ15rDQJjJcPwj9u5r6x955Y/du0v7Ry3s44hjvMbhw4fhOA4++OADPPLII7hy5Qrmz5+PO++8\\nE+vWrQOlFD09PTh27Bi2bt2KpqYmpFIpNDc3Y/78+fj4449x+vRpNDQ04NNPP0Uul8P69euRyWTA\\nOceiRYvQ2tqKN998E+vWrcP777+P/v5+LFq0CDNmzICqqpgzZw7mzZuHt99+Gx9++GFNF9LjMVRV\\n9T8DpRScc0iSFKo3v9YRX0jHMaxooiz049ZE3eo/TXIX5ZjkuNvelDEi9glO5fI0RUlCHWNoEhrv\\nJEfh7j52RGOXOK4u6kVSnCNFw1PVymm82tcs48iy8Bqe5TTe+OsYRx3jofqOchq/hkx8vuAduPKf\\nx32xUWicyOcxpMEcNUnCpAB7j5sk9rHKsM8G2HsnRuoos/fGMhz29Yy7rSUxtGYQ+8jYSuWwx35i\\nGfZmGfaNw2CfZk5grC7HRA3sNaFJM44044PGWol9jnHkqszhAfYMoXW0KmiMSA6zqthLAByffTSX\\nyvlHQ9A/xD4ySrMvPVaXY5JzJKvMYY99hnFkWHj95ZH0Dy/fGhwPfO3+UQ37kfBu83r37hHwjz9u\\n767dP0qxjyOO8RinT5/GoUOHYJomVq9ejXnz5uHo0aP43//7f/tPV3t7e2FZFqZPnw5FzPoghGDy\\n5Mk4evQo+vv70d/fj76+PuRyOb+RFiEEyWQSLS0t6OnpAaUU586dQyKRQENDg/9U1tuWZblsN2tK\\nKWzbhlfZaxgGbNsuue94Co/XeIu4RjqOmqJ71y7s6u72t6N1XcDgWtFoMLgnCMGI1mANpYnWeQGD\\nG55Gt6O1b+XGEh5XuM6rGg0V0+qCUYpT6O+RpxtVaUr8fTTYRzn+MbAfFkcAlSYYldJE63SH4ji+\\n2Q/uGDxecnis/COqGakcjtl/vvxjvLD/fPnH0Oxv2rw5rpGOY9zGgw8+iL179+Lhhx/Gl7/8ZaTT\\naezevRu//vWvsWLFCnz729/Ga6+9hrvuugtHjx7FnDlz/Cer//Zv/4aXX34ZX/rSl7Bw4UL88z//\\nM4rFIv77v//bf//+/n5s374dM2bMwPe//30888wz+OUvf4lvf/vbuP322/39/ud//gePPvoovvrV\\nr+Khhx4aNM4XXngBzzzzDK5cuQLAbWz2zjvvQFuQwpyHN0BOjM1Uacei+OQ/9+POSWtL1kiPh4hr\\npOMYlXg5l4YkfvA2aCbeSaq4LOrFOmyKyZTh9UwSSe4+e91aNPBiLu3/SG7STLyRTkATd5hnWxR1\\njOFg2tWoHNikGXihLo2EePJ4U9HAvkzSv7PdZdqwCMGnouYxwznWaCaer8sgxdw72JuLBl7PpPy7\\n3QtNG/0SwUlRL1bPOJbrriYtNFuLBnZlU/BWrFxqWLioKDgj6rgmOQwLTQsvZdP+icK2ooGd2ZT/\\nhGOlbuFMQsE5oZlKHXRaFC9lU/4JybaigVdyaRCxvU438XFCxQVloEN0O6XYlQlrXsqlIYvtjZqJ\\nw6kEioEuxZMowz7BXgKwpWjghdzAWG/UDBxIJ/1avTkWRZYxHBLskxzYUIL9gUwKpuA4z7RhSATH\\nBccs41itm3ghwH5L0cCebArePc5Fho0+meCU0DQwhmW6hZcCY4uyX2ZYOK8o6BEcmxyG+aaNndlU\\nWfZrdQvvJxS/TrKZOpg9BPv1uokPkyouihxutx20UYqXh2D/VoD9TJuikTLsF+xlkX+V2HdaNtKM\\n43AmiSTjSHGO9ZqJ5+vSSJZhP9+0oQfY5xjHqiHYLzYsXFVknBJ3cxsdhiWRHN5aNNCdTfkPi5Yb\\nFs4pCs4KjpMdhi7TxmsR9q9mvcnkwFrdDLGfRh3MKsE+6h/vJlVcEuyn2xQt1BnEPugfGzUTb6UT\\nKAqOsyyKBsZwQOSwAuBGofHGepNmYH866de4z7VsUBB8IvwjzTnWaiZ+W5dBMuAf+zIpWIL9AtNG\\nUSI4IdjXMY4VZfyDCiZLDAuXFRmnBfuJDsOiEv7xWoD9Ct3C2cQA+ymUYa7l5n2Qyau5NBDwj/cS\\nKs4L/2ilDjpsiu5MZfYj7d0JDmyMvTv27lHy7vgSOo7xHOl0Gh0dHViyZAlmz54NAFiyZAn27NmD\\n3//+95AkCXV1deCco1Ao+MtVAe5T4eDSVclkEleuXIFpmv5yTwBQKBSQy+VACEEmk4Ft2/7yWF5Q\\nSkEp9Wu0o9HU1IT58+ejUCgAcJt69fT04AQKACeVl+gb4RjLY41WxBfScdQcDoCehCKegJhIcI7T\\n4qSow3a/0BcVGZy4zWcA9w71OVVGgrmaDOP4MO3e9fKW+7mgyAABZprutkUIzidkv0tpinMcS7qa\\nLtNGlg0cd25gSZOLCQU5x9UkOMenQrPQtJEJaBYYA0vdXFIUf+qkwoETSQXg7slYOqDxlkm5Kksw\\nJYKJYhoaAXAqoYBw92QsFWDiLZNyWZFBCfwlaziAMwnFrXHUTSQDGm+ZpUuKDIcALWLbAXA2wD7H\\nGD5IuSY7I8J+eoB9ryr7F2cZxvGRYD8nwn62YG9G2CcD7OdF2HcZpdmrAfaLjDD7BrGkSV6WoEvE\\nn74nB9gvi7D3lkm5IkuwJIJJdGCO4GnBHhH2zRH2UwVHJjjKJdi3i30uKjIYgb9kDSXAWVURT4BM\\nZBnHByn3882MsO8owz4dYO8tOeM16JkjctgkBBcSst/dOxFgPz+Sw/OMgWVrLioK6gR7JcB+cYSj\\nt8RVnyzBkAgaBUcJwMmEy355RDPZZy/DkgamX3rsS+Wwt8SVl8PNAfY9HvuIf0wPcGTEbTzosh/s\\nHx8IjrMiOTzDGvCPXlVGyvMPxvGx0My1bGQZ84/bGfCPCwkF2QD7TwTHBRH28wPsLykK6n3/4Dgu\\nNEsiHCdW8A8vh1dEcngKFewVGTZxm1cBlf2jNcJ+WsA/hu/dA/5RzrtnXe/ebYfZl/KPtoh/+N4t\\n/ON69W6pKu92/eOzeHcccYzXaG1tRW9v76DXCSF+Xe+0adOQy+Xw3nvvYd68eVBVFYwxnD59GqlU\\nCo2NjWhsbMTkyZPx4Ycf4uTJk+js7ARjDPl8HidOnMBDDz0EVVXR0dEBx3HQ29uLYrGIbDaLQqGA\\n3t5eEELQ1tZWcpzLly/HkiVLQlO7L126hBOndlVckmqkwz38579ko9JMmzjiKBsSD3/ZJB5uGELE\\na8G6OokjVE8l8fBXSBKvBWvIJB6ukxykiRzXe80ehsYahiY6tujfqxlbNZro2AaxD2yXZ1/h8+Ha\\nsnc+R+xZVBPYHhZ7PnLsRyKHxzX7Kvwjyn4kcuu694+qvHv8+sfnmn1g+/PI/lp4dxxxjMdYtWoV\\nZFnG22+/jU8++QTnzp3DO++8g1OnTmHp0qWQZRmTJ0/GunXr8Mwzz+D999/HhQsXcODAARw9ehTt\\n7e2YMWMGGhoa/IvnZ599Fj09PTh9+jSee+45UEpxww03IJVKobOzE+3t7Th06BDefPNN9Pb24sCB\\nA3jnnXfQ0dGBWbNmlRyn9+Q7mUz6/xRFcS+iORm7fxjbp9+jFXGNdBw1RfeuXXh+9y5/W+XhzqSl\\naqOyjPtT2EppouuDAu6ddy3YWZWFO62aIEgGvoJFiWAyZRU1NgjUgEYjBJMc5jeHAdzOo8FmUtEa\\nLZ0QNDLmTxEt9fk4Btel1THuTxEtpVF4uDOpRQiykc6pQ3HUJBJao7iUJrreZ3RdXGBo9hYIEkH2\\nhKBpCI4UBEpAoxOCRifceCc61mhNnUEIGhj3pymW0kQ5Dpd9hvHQa+OVfTU5HK29rCaHx4p9lONw\\n2FflHxH20VrR8ewfw2Wfq9E/Yu+OvRsY3959x43xOtJxjN84d+4cfvrTn+L9999HV1cX6urq8PHH\\nH4NSim9+85tYunQpLMvC888/j3/8x3/E6tWr0dzcjKNHj0LTNPzFX/wFtm3bBkVR8N577+G//uu/\\n8O6772LdunVwHAf79+/HnDlz8P3vfx+5XA4A8Ktf/QpPP/00pkyZgunTp+PYsWMoFArYsWMHduzY\\nUdW4vXWk/+fTnZj9lxvHbh1pk+LTX+7H3ZPWDFkj3d3dDcdxsGzZMkyaNAkAcPz4cXz00UeYPHky\\nli1bNipjjGuk4xiVOJZQ/Glj7baDU6ri134RuF02vfVNAaDTovg4oSIjarA6bAcnVMU/aVM5YID7\\ntV+AO23to4SKrNDMtCg+TSihKbIFIoV/mCXu12QB7pTPYwnVr6GrYxxXiRQ6gUlz7tciesc9rip+\\nTVajw5CXJQQnlSU592vovM/3qar4J+aTKcNFRQrdaVM4Q68SZvJJQvGnnbZSB2cUJXR/joDhQoRj\\nkP30CHsJgI3wyUmU/QybhtgnOKBXwf6ThOrX0GUYR3+UPQ+znx05br3DoUth9qkh2E90GPoi7BOc\\n4VyEY5B9C2U4G2Evc+bXjpZi30YdnFEVv+YRACZXwf6kqvi1ozIAC+GT2FLsg58vyTk0kNCJfSn2\\nwRzOMo48kUInl5kS7IPv0eAwXJYlBKuoSrEPcpwkvsPBp+9qiRwOs3dC4yjHvpJ/AEATmF+vPqAZ\\nYDA94h9KGf8Isp9ph8ea4hwFkNCTv6H8I1elfwTZT3AY+mv0jybKcCmSw6XYD+UfMhjOV8jh2Ltj\\n7wY+X94dRxzjOZqbm/GVr3wFzz33HPbt2wdKKRYsWIA777wTS5cuBeB21b733nthGAZefPFFfPjh\\nh2htbcWXv/xlrFmzxu9M3dXVhT//8z/HY489hiNHjkCSJGzYsAEPP/wwstmsf8wdO3YgnU7jpZde\\nwr59+9DS0oKHHnoIt9xyS83j53zgifRYBAcB50PvBwA/+9nPYJomvvOd7/gX0keOHMEvf/lLrFmz\\nZtQupKuJ+EI6jpqjR1HQq7rrYbb3FeEAOCiaDm0oGlA5sD+T8uvsOi2KU6qCS4qEBAM67CJsQnA4\\n49aH3VQwkGYcr9a7d6NmmhRzLIoTCQVXZQlpxjHTojAIwRtZV7OtX0eScbwmNHNNG7MtirfSSegS\\nQc7hmGVRaITgLTG22/p1qJxjV87VLDBszLQo3hCNcBochjkWxRVZxjFR63VnvwaZA3ty7nss1S2k\\nOMXhTBI2cevsOi2KC4qMk6LW6568BgLgdXHclZpbQ3cwk4JD3BrpTovinKKgR5UhcWBHvggOYL/Q\\nrC269YsHMim/zq7TojijKDgv2E/vK4IG2G8sGsgwjlfq0uBw6+w6LYqTqoLLioQk45hhU1gB9psL\\nBlIB9rMF++MJBX0R9m+K49zcryPBOV4THLsMG7Mi7GdbFJpE8Lu0q/lCXocSYL/QsELsJwj2l2UZ\\nnwj2d/VrkALsl+kWktzx2U8S7M8rsl/juCOvAQD2ibGuirCfKjieVRScVWXIHGjLF8ECHNcJ9l4O\\ntwrNaVXBBbGOtMue4JDIx02C/auCfUcF9kcE+y0FHSnGsVOwn2Pa7gVtQkFelpAJsPdy+BbBvltw\\nnCfYv5lxG2nVBdi/LdjfntegcI7dQrNYtzCTUxzJJGERt2+wQbIAACAASURBVEZ6jkVxSZFxXNRI\\n3y3Y7xXsl/vs3QZQTYJ9ryL7NdLb88UQ+9WCvZfDzQH25wT79r4w+/VFI8S+LeAfF4V/TLeLoIEc\\nvrEg2AuOMyzhH6qCK4qEFOOYKdi/ITRbBXvPPzqFf/wunYQmuU8UZ1kUeoD9rYK9l8PzI/5RL3K4\\nGGB/h2C/R2iWlPGPi4qMEyKH785rkADsEcddobnsD2VSoMStkXbZKzgT8I8g+zVa2D+mCfafzbs5\\nOmytonfPut692w57tyzyvpR3exx971YVnFeuX+++JMv4dEjvdv1juN4dRxzjPWbNmoVvfOMb+MY3\\nvlF2H0IIvvSlL+FLX/pS2X0kScK8efPw3e9+t+LxMpkMHnjgATzwwAPDHnMwqryuHZngQLU10vfd\\ndx8opaF1sefPn48vfvGLaG9vH53xVRnxhXQcw47hfOEq3uiKzqsTwWq4ORZdhqSakMocd6Q15Xav\\nNOThaIbF8XPEnowh+1J/H3H2ZcKplf1Y5HAZzUjncFn24zCHx4x9mddH3D/KacYh+/Hu3WPiH58j\\n9iPp3XHEEccoxBg/ka5qP87xxS9+cdDrCxcuxIIFCzBEhfKoR3whHUfNMd2mfnddgxAQuE+fgIHG\\nI6t0d9ur6Zpl2ZjlNu6EIWrxPI3XRGS10GiSO5XL66QLuJ1xM2xAY0oEqjOw7dVrzTet0HvUM+bv\\no0sEicB7eGNbZHgad3ui42Ci5oT2iX6+JULj1ZZNpY7f4TWq8b7iy/XwWFttilZ7oNNqSCP8ZYXQ\\neH/vsKnfXdcgBFIF9gXBYLZlY7ZgrxN3TdBy7HWhmRthnw1wNKP/F6Q0+wYnzF4pcdxFEY6THAeT\\nyrD3Gu4sFRqPYzN1/A6v3pRFT+OFz168R5tN0VaGvXcCujKSwzMs6neENgiBjIHPQyPsi2XYJ3k4\\n/9IYnMNdEfa5AHtDIkiXyOEFRpj9hAB7TZJKjnVxhP1k6vgdocuzD491GnX87txRjl5Ec7jdpmgP\\n5HBQ4+VwlP1My8bMgH+UyqWof8yxbCDAPsXDOZsswX5eJIfrIv6RKsF+YcQ/GgPsi5IEqQT7qH9M\\noY7fzX8Qe3GysSziHy02RUs5/yjDPvbuz+jdpHrvXhn1bov63fyvR+9uchw0Dend4f/z4Xh3HHHE\\nMXpxbS9JS8eVK1dQV1cHRVFAAj7AGMPVq1dh2zamTp16zcYXX0jHUXN4y80Abm1Xi+2Emp6wyD5R\\njQL3BNyrFwPcJiPBfaLvoXKOZuqEGrJYhFTURI8LuD/Gk5zK+0S3bUIwlQbq3/jQmhQnfr0YAEic\\nV9RIAJq5E2qAJKGyRsZg9k5kn+i2gsEc7SHYJzjHVOr4SwIB7gnYrABHXoJBdFsnBE01srcIQXOI\\n/dAcFc5qZx/hOBR7Be502fQYsI+OwyQEjbWylwgmB9earCKHM4QgQWvjKHMWzuEqNNEcrop9rf5R\\ngr01hCZ6XMD1j4k15rAmEUwJsK/GP9LD8A+pRv+Ivbu0Jvbu8e3dccQRx+iE20Wb+DdvRztYlV27\\nt2/fjkceeQSbN28O1Yd/8MEH+OlPfwpCCP7lX/5l9AY6RMQX0nHUHC/n0siLRio7+oo4o8p4K50E\\nAbBGMzCZMjxTnwEBMM2m2Fo08EJd2n06I+r5TqoK3k0lQODW5tUxhifqM5Dg1uZt0gw8U5+BJZ6A\\nbO8r4pOEgveTruamgg6VA081ZCBx96nJGs3EU/VZUOKuGXtfvoj9mSR6VDfNtxV0OACeqXM1c00b\\ny3UTTzZk4QDIMoZ78xr2ZlPoFY1UbuvXUJQk7MmmQOA+fVpoWni8IQsOoN5huLtfQ3c2hUtCc2de\\nwyVFwv6Mq1mqm+i0KH7T4BrARMfB7f06dubSfmOf+/NFnFNkHM64HFdpJtopxeP1WRC4T6xuKeh4\\nKZdGv9A80FfEaVXG7wT7tZqBSdTlSOA+sdpSNPBEfQYmIZA599n/XrDfWDSQZQxPCvYdFsUGzcDT\\n9Rm/i6/LXsUHSRUEwOaCDhnA04LjbNPGaj3M/v58EfuySZwVjTNu7tdhE+BZoekyLSzTLZ99jjHc\\nE2H/hX4N/ZKEvYL9IsPCfNP22Tc4DHdF2N+X13BekXBAsF+mm5gdYD+JOvhCQceruTSuCo7b80Wc\\nU2UcERxXaybaAuynUgc3F3S8VJdGvySBiLw/rSp4O+1yXKcZaKQMzwn2rTbF5hLsT6gK/iDYbyrq\\nSDOOJ0UOz7BsrNdMn32Cc9zfV8TBTBKnRQ5vKeggAfZzTBurAjmcFnkfZH9LvwZTIni23tXMNyws\\nMS080ZAFA1Ancnh3NuWvaX17v4Y+ScLrgv1iw0JXgP0Eh+HOfg2vZVO47LMv4rwi4aBgv1w3Mcui\\n+H8NLscm6uC2go5Xcmn0BfyjR5XxpmB/g2aghTp4QrBvtim2FQ28WJdGQfjH9nwRp1QF7wiO64sG\\nGgL+0WZT3Fg08Kxgrwj2n6oK3hOaG4tuna7nHzMtG2s1E0/XZ2ETtynV/X1FHMgkcUaw31rQwQP+\\n0WnaWBFgn2EM9+U1vJ5N4pxgf2u/Bl0ieE6wX2BYWFTCP3ZlU7goON6R13BFkbBPcFyiW5hrDbBv\\ndBzcUcI/ehUZh4R/rNRNdNgUvxEcJ1MHtxb0z+jdHDvyWkXvnm5RbLyevZs6uL0wTO8W/nG9evee\\nbArnR9m7b0McccTxxxarV6/Gt771Ldx///14+OGH0dLSgieffBI///nPkUgk8PWvf/2aji++kI6j\\n5lC5uzyNEriVFK3nZAjX1HlLWySG0ATruhLc7YKs1qBROA8ty5GOLKVTSiPx8HIfKU9T4bhRTVIw\\nIRU0QHh5D4+jNAxNLeyTjKOokFAdXDXs9WvAPlkFe8I57MiyMMNlX4kJj7ymCM1QTD4re1Ww974r\\n1XBUyuVwBY3Ew0vjeDlcmT1gB5roJj5DDtfGfhj+IdgP9V2JctQlgmQN7OVhsv+s/vFZ2MfePTLe\\nXUsOx95d3j9qYR9HHHGMTnAOME6GaIgxcsGqrMd+5JFHsGLFCvzHf/wHvvnNbwIArl69inXr1uHB\\nBx9EV1fXaA+1YsQX0nEMK6bajl8r5W0D4Zo/YKD2S+EcU23HrxEMajSJoI7Br1Pz3jfJOKYyJ/Rj\\n7WmKkoQJDvO3vVqvLGPIMoTW25xqO4O2g2OtdxjqHQwaWymN99oEhwHOQO1XJSbe2CaJzxecNVNO\\n453UNAmNd55BKmjKsVcFe6MER7dDMQbVCKYYR6oC+3rGBo21FvZ+HaRg79TAvvGzsA/EUOy9emFv\\nCSiJo2ION2KAPa2KvYQ0cwZ9vjTjSDMndJE7VA7nHIacg0Gfp5SmGKiDbKiZvQM4AK+CvVfT2FQD\\nez3KXuwjD+EfDYEc9vZJVGBflCQkA+y9PMkwhgxDTezrHIa6Kv2jGKhhrzWHJ3peUI1/RNgHp8/F\\n3j22/uF7N4+92/OPz8o+jjji+OOJKVOm4Pbbb8e7776Lxx57DL29vbj33ntx//33Y9GiRUgkEtd0\\nfIQP0e6smsWo4/jjie5du7Cru9vfduDWewWDovIdGga3HioYNgk/6atGY5FwLVu0IWh0O7p/ufcN\\nj4v463ZWq6FiOmkwSnEK/Z0M7pw6pKbE30eDfZQjcP2zHxZHAGqNGouEn/QNxdEkJFSLWY1m7NiH\\nn7YB4yeHR4J9NRyjmpHK4euP/fXtH+OF/fXm3Tdt3ozNN91U4V3iiCOOWsMwDHznO9/B/z3WjY7/\\n70ZIiUpnMiMXzKI49V97cd/k1fjhD3+IdDpdcr/z58/j0Ucfxc6dO9HV1QXbtnHy5El0dXXhoYce\\nwurVqyFJo7PefDXXwPET6Thqjhdzaf+H9saigbeTql/fN8uyMZky7MmmkOAcCufYWjTw27oMZPEj\\nublo4Eg6iYK4Gz7XtFHHGPZnXE2KcWzSXI33w7q1oOP1bAq6uEu9wLCgcuBwJokE56hjDGs0E8/V\\nZfwf/W0FHXuzKf/O9hLDQl6S3LVy4T7ZXK6beLY+g5RoxnJLQUd3Ng1bfMAVuokLioJTolZvCnWw\\n0LTwQm5gbLeKmlvvvvkNmonTSQU9osasxXbXBH0hl/ZPLrx6Re+0YaNm4KOk6tf3dVgU7ZTitayr\\nIWJsQfY3RdjPtmxMogx7BXuVc2yJsN9S1LE/nUIx0CE6yxgOCPYZxrFBM/B8XcYf69aCjn3ZlP+U\\na6FhQQZwJO2yr3cYVusmfhtgf3NBx65syn8SsVS30CcPsJ/oOFimWxXZr9RNnA+wn0odzDdtvBzh\\n+Eou7T813qCZeD/AvtWmmF2C/Uu5AcPepBn4IKn69X0zLIo2SvFCNo0E55DE53mhLu1Po72paOD3\\nyQQuKQMdohspw+uCfYJzbC7Bfl865XcYnmdaSDN3ndQE58gyhvUih8uxX2RY0CQJnwiODQ7DKt3E\\n8/UZJFlp9st0E1cUBScExybqYIlp4dm6MPvXcml4bX1W6SbOKYpfm91MHXSZNl6pyP7/Z+9NY+Q4\\n0rvPf+RRmVnV1d1k827e9yVekkaURJEUReoczYyk8cD7vvZ6sQvPBxu2vxrGwDCM+eSxP9gQDNjA\\n7s4u9oXXA6xH92hmNBKp+6ZIibpHpHjfR1dV3hmxHyIyKzM662R3k6LyAQQou/KfGfnjU/+KzMgn\\nwsUnhpbUVs4PQiztwH57w8VBQ09qs5f4AeaFUcJeZQz3NFw8Xy1DEcfY0XDxoVnCRbU5Q/QQpXhd\\ncDQYw/aG5B8S+zWeD4MyvC00A5Ria45/vJZif5Pro64oOCzYD0cUWxwPz6bY8xxust/seLigaTgq\\nOM4MI6z3fDxdLScTdsn+cavt4aSh4YTgODeIsNIfz172j48NHacFx4Vidv8XK1nNZHu3RRm2Fd6N\\nBSFnX0p7d9VKXmG+Eb37pYqVvII9Wd5d3EIXUcQkxxS91p2crot9/v7v/x5Hjx7F/fffj927d0PX\\ndbz99tvYu3cvHn/8cTzyyCN49NFHJ72traK4kS6i52AATutqMgJiMIZTerMzBgAXVQWM8InDAP5k\\n+ayuoiR+NSuU4guDv44RL9dxQVUAAizxuCYgwDlNTTqcFqX4yuSatS4/TnwjU/X4gT1CcEFTMBBx\\njUEZjpg8zTe4/LxxW6dFXOMSgku6giGxrTOGoyUt+YaXafP64lfvxhQCT1EwPeQahTEcL2lJR8lK\\naeIlai6rCkLSPAYAnNLV5ObMTGniZVIuqQoiwmd4BfhT/bMp9qUU+2US+4XiGKHQxJ39CqX4UrBf\\nJbFflmJ/PsOe4bDguE5iPxi1YM8Yvhadr40Of202buv0qPkK6iWdv+oJ8NdI0+zTHGen2PuKgpEU\\n+xMp9mmOoxL7+LXBmH08kmSmOC5OsacEGE2xP6OryQhQmv1yif2iNux/L9iv9rIcl4sc9gX7eHZe\\nM8V+vZTDQyn2F3UFVcG+lGK/SWIfv+7rCPbTBEeVMRxrwX5Owl6BrwAzhIYwhlMlLTeH4+XF4hye\\nEzRfdT2dYp/2jyWCY8x+fso/zqT8I81+hZTDi1Psz+lq0tm3UuzXSOxXJOx5DsezHBsp9jdJ7IdT\\n/nFRV5LvgZ5iv1liPzPF/rLe9A+1jX/MFdyuqAoC0jwGAXCyhX8slNjPldj3593NHG7l3UtvdO9u\\n5R8tvJt+y7y7lX/Mlvzjar27iCKKmPhg4D5Fpmod6S7rsRVFwR/+4R/innvuwcyZM6EoCkZHR7Fg\\nwQI8//zz+Prrr6egta2juJEuoq9QWfZJkrytAADL1lypLPudUZk0aY/QpGu7VJatwRqnESd1JE3Q\\nQSM/BVNz2krRWRPK19eFRm6b/Hk3beuGvTeOQRsmQuMW7JMgLdo24ezFAXpl3831daORv2/9sJc/\\nnzT2ba4n8Q/Sew7L7OXrmyr23eTwRLDvz7sL/7gu/UNovk3siyiiiEkIBoB1tyTVhJ2ui/1+/OMf\\nY/ny5TBNM/nb0NAQdu7cidHRUdTr9UlrYzdR1EgX0VPs3bcPz7+8L9nmP9jNz/PqqSzKMj/Y8Syw\\ncdiEoCxpTJqdRVSn2ZmaXRCY0lfQoNlZRGWND4JSSmMTgmkRzWhKNDuTsVy35hCCIUoznQf5+uRa\\nMJcQDEizoMoamaNHCMqUZf7WiWN37FmmE+MQklkLGejM3gOBIbGXucmaAAS6xH44ohmNfAy5Ps4h\\nBIOUJa9u5l2fInX++mHvEwKrR/Z5NYFTwb5BCKZLOTyefbZ2Oy+HO7F3CUG1R/YeIahMBXspt4Ac\\njoxlOuIuIZk1fIFr5x+yJs8/OrHvxz8K7y68G/hmeff923cUNdJFFDHBEddI/48v92Lh/7YTijE1\\nY6xxjfSjs25pWyMdR61WQ71eRxAESN+6DgwMYGRkZFLaWNRIFzEp8VlJTzqhi/0Qh3Ut6XxojGEo\\nYsmrYwCw2gvwqaEnr5ot9UP8vqQndWomZWgASf0iwF9b+8TQk9dbl3sBvijpSWdjIKK4QpRMp2Gl\\nF+Bjo4QK5c/EV3hBpq3DEcUFRcl0pAzGkjrQ5nlLKItjzAgjnFHVzI+5FrBkfdP4+tJtmxNEOKur\\nmSfzShAlr6zFms9LejJx1MIgTOooATHDK6Kk5jHWpK9nicReZwzViOFiG/bL/CDD3qIM9R7ZVyOK\\ny4qS1N3FrNPsV3oBPjP05LXaaSHFeTXLvsRYskZvHvuZYYRL49hHOClxTLdtQRDhhMSeBBFO6605\\nLgrCpH4Y4B26mYiSmsdEk7oezl6HIjqYJcZQiRgu9cC+TCnqUDqyT+fJYA57U8rhldJ5p4fROPZ6\\nMJ79IaOEAcF+VhjhosRezWGfbtuCIMQJXcuwn9OB/WI/xBFdS+p2VcYwAprUq+dxXOKH+KqkI64d\\nNSiDxViyLnguRz+bJxVKMQYl05FfKeWf7B9DEcVFRcmMFub7R/O8I2GEMVXJ3MTn+Uea/ewgwnld\\nRfpF1k7sFwYhjula5hZpTtjePwrvnmLvHucfN5Z3p48xWd5dRBFFTG5M1Wg0wJfb6iZs28b+/ftx\\n6NAhnD59Gq7rggqvIYRgy5Yt+IM/+INJbGn7KG6ki+g5Tmsqzohar8V+CAbgrbIBALiz4aLEGN62\\njKTObrUX4ISm4YKmoER5ZywC8J7Q7Ki7qFCKlwbKAHiN9CoEOKZruKwqsCjDci+AT4D9FtfcU3Ng\\nUYZ9A/xVj7hW74iuoa4SDEQMK7wALiE4YPGasvtqDgzK8EqVa9a6AUzK8IFVgkcIhiKKVV4AmxB8\\nWDYABjxUs6EzhtcqXLPR8WExhvetEgJCMD2kWO0FuKAqOCpqvb4X2FAZwxtCc7PtwWQM71oGIsJv\\nUlZ7Ac5qalLjuDAIQRjwZoVf39aGhxJjeMcykjq71V6AU5qa1Nkt8UNQ8El7AGCbxH6hYH9c03BR\\nU2BQhmV+gDDFfmfdRTnFfplgf1TXcCXF3iME+wXH3TUHJmXYJziucsezX+kFcAjBgTLX3D/moJRi\\nv87lE23F7IcF+0aK/XdrNrQU+02ODzPFfkSwP68qOCbYLwhsKCn2t0jsZwdN9nGN4yJRixfn8O0N\\nD0aK46jQnNRUnNN4jfQSkcMx+7sk9otasA9S7O+uO7BS7JeLHP5a1zCmKiin2H8g2O8RORyzX+0G\\nWEEZDlglPnKZYn9QsH9gjOfwK4LJTSKH91sl+IRgWijYKwSHTM7+4RrP4Zj9ZseHwRjetwwEhNdI\\nx+yPixrpBUEIwhjeEppbBfs4h+cIjmc0NamRjv3jbcHkjoabYT9fcDypaTgv/CNm/67QbK9z9m9Z\\nRlIjvUqwv6QpMCnDcsF+v9DsEuz3CvYrUv5RU/lI+grBPvaPewX7lwX7NZJ/DIocdgjBh4L9g4L9\\nq4LJhhb+URfsCQMeFv7xutBssTn79ywDIeE3Kau9AOc0FSda+MdtNs/hmP1cwf7qvJt19O6lN7p3\\nB1nvVtt4d8wx493aje3dH3X0bu4f/Xp3EUUUMXnBQPir3VM24Vh353n77bfxj//4j7h8+TI+//xz\\nDA8PY3h4GOfPnwelFKVSqbiRLuKbGf08uWr7/WTI/V7RPr7TUQ8apcV5233HW2raRKvd23HsR9Mq\\n2nL8BrEnU8g+7/MJZ98ieuGo9sFkItlPdA63ZN8Hx28U+zZxrf2j8O7xcV34xzeI/UR6dxFFFDHx\\ncT2OSD/++OOYNWsWfvrTn+Lv/u7vsH37duzZswcvvPACTp06hQcffHByG9ohihvpInqOJX6IJWJW\\nUY8QaIw/hQcAKn72brO95HOAj/isEDPluoTApCzRxHVfW4WmIdaDWy2elgN8UpRq1NT4oiY13o5f\\n0Vzv+hnNtIgm+7iSJq6v2+hwTfyK3MwwSmbGtUVbYk38iuZmoYnPOy+IktlZ41fgYk3cObnFzrZ1\\noR8ms7PKmjhutbNtXerzJYWa19OZ/UovAFLsrS7Yr0mxdxU+2pZmb3XBfnpIsTX0kmOoXbCfFUbJ\\n7Loy+7itWyT2o0GUzKztC9YJE4l9/DrpIj9MZtf1CAFh49l/R2K/zAuTmXE9UdPYir3fgn15HPvm\\ndsxgrcR+SGJvpM4bX89Ngkn87zcSUowk7BWQ1HniHN4ksZ8TRMnM2jL7KGGf/TefH0SY3yLv4xuv\\nWyX2i/0wmVnbIwRqij0THL8j5fByL8BywdEjBEaKYyTlcNyOVSn2jqi3TDMwMD6H10k5PJxiL/+b\\nx3mxIWHPt2eEFDPC+LgKkMNe9o+5QZTMrB2M8w++fbPkHwv8MJlZ2+uSfeHdU+fdsn8s9cJkVvMb\\n0btnh1EyO3dr786etx/vLqKIIiYpGJ9Jm07VrN1iBLxTfPzxx/iHf/gHrFy5EqZpghCC0dFRPPro\\no/j5z3+Op556CrfddtsUtDg/ihvpInqOBWGY/L/GgJlRlJm4h0n7yJoSA2ZEUWailEjaR942KMNI\\nFGUmtglAMvtQSWNShulRhEpK44FgGm3u06mtAO+Ez5QenXXSlMLs5DgErK1GY8AsFmUmglFZe42e\\nw15mIGtKjI1jH6I9ezOHvQ+CwTYcTTq+7S4IpvfI3iYEszLs2zNRGUAYzbBXumGPKKl55Mdpryld\\nY/ZDPXJ0CcEI6519+rydclhlwMw+2MscJ4I9kbYNNp6jzL4b//BBMNwH+xms/T5X6x+q8I9SD/5R\\neHf+duHd17d3F1FEETdOdDMozRiDaZpQFAWDg4NoNBqo1Wool8uglOLcuXOT3s52UdxIF9Fz/K5i\\n4bKqQAHw2JUGTmkq3rMMEAC32y5mhhRPDpZBwNeC3NVw8ZsBCzVFgcaAx8YaOK5rOGCWQMDrS6uU\\n4tkq1yzyQ9xlu3imWuajT4zh0SsNHClp+NjgmrvrDnQGfh7GJxO6zfbwVLWCgPD1Q38w1sDvSzo+\\nN3QQAHvqDiIAT1e5ZrUXYLPj4YnBCiIAVUrx/TEbr5dNnBITxTxQs9FQFDw7YIIw4CbXxzrPTzTD\\nEcXDNRsvl02cE5qHx2xc0BS8VjZBAGx2PKzwQ/zXYAUMvCP6QM3BSxULF8UESY+NNXBWU/FWmXP8\\nju1hQdjUzAkj7Kk7eKFi4Ypg/8MrDZzUVLwv2N9huxgJKZ4S7OcHIe5uuPj1gIW6okBnDI+NNXBM\\n13BQsN/e4DWOTwj2S/wQd+awP1zS8YnguKvuQAXwlOC4wgtwq5Nl/8hYA2+WDZzQuMXcW3MQEOAZ\\noVnj+djkNDkOUorvjdl4rWwmk/Q8WLNRVxQ8J9hvcH2s8QL8crACCr6W7HdrNvaVTZwXmkfHbJzX\\nFLwu2G9xPCxLsZ8ZRri/7uDFioVLqgIi2J/RVLwtON5me5gfhvj/BisAgLlhhN11B78dsDCmKFBF\\n3p/QNOy3OMc7bRfTQoqnBfsFQYidOeyP6ho+FOx3NHit6BMih5f6Ae6wPTxdLcMXs0o/cqWBr0o6\\nPhXs76k7ICn2K70AtzgenhqsIABQEXn/RtnAScH+vpoNTyF4ZoBr1rk+NqRyeEjk8KtlM5lg7aGa\\njVqK/UbXx6oU++kRxUM1G3vLJi4k7Bs4pyl4Q7C/2fGwNMV+VhjhPon9D680cFpT8a5gv9V2MS+M\\n8F+C/bwgxD2Sfzwq/OMDwXFbw8UQpTy3wGtWtzdcPD9goaEoKAn2X+saDgnNzgavuX1esF/mB9ia\\n8g8rxf4zwX533QFLsV/lBdjieHhysIIQwACl+MGYjdfLBk4J9vfXbDgp9utdH+tz/OOVsplMsPbd\\nMRuXNAWvCo6bHB8r/SDhOBJFeLDmYG/F4msIp/zjTeEftzoeFgVN9rPDCPfWnav0bobHxuy23r3Y\\nD7HtRvbuMMID9aZ3E5H3ed4d+0fi3QMWrig3rnen/WOyvPsBFFFEEZMVLP5vit7v7vY8K1aswLFj\\nx2DbNpYvX4433ngDQ0NDUBQF7777LjZu3Di5De0QxY10ET2HzhgoETVSIhgZ/2QpXaOlMbHdRsOQ\\nfcvDYGJ5jB40Ossuo9KNRmPZ5T5Mysa3VdIoksYQTEibthJka9BKfXCcKvalCWBvxRzbaPplH04Q\\ne7UP9r1o+mXv9she64O92iKH27MHwtT6QMZV5HBv7Hvn2C97rw/2fo/s+/EPBcgsH3Q9+8e3xbv7\\n8Y9vt3fn+0cv7IsooohvV/z4xz+G7/tgjOGHP/whvvrqK/zTP/0TfN/Hrl278Nhjj13T9hU30kX0\\nHBp4bVN6OYy4zimuY5onaqWY2MdkDKNBlFkGJtY4CkGVAqNCE9cEVihDhUaZJWpGUzWcQxFNtuPj\\nDlGKIYrM8h7xPg1FgUmbmrjjMD2iQIRx1+PlHCOu/ZohNKG0Tx6T+G9x/VjcQSFtNHHb5oTZmUr1\\nNppW7K0O7Csp9vH1DFCGgTbsqymO8U1EK/Z5HF3BMWYvty1PE9cAzrwa9uJzpQuOcyX2JYaWHGX2\\ntCv2CiwajcvhKmWo0ihTE5hmX8nJ4eGIYjjCOG55BBXG6wAAIABJREFUHJ24jrov9hEQNb+j8T7t\\n2Mc5HHeO1TaacezFPkaHHB5K5XDMvswYyi00tqLAyGE/SCkGKXLZNxQF5Rz20yKKaV36h3MV/jEr\\n8Ud01Hgt2BfefZXeLT7vxrtl/9BZ4d2xf1wN+yKKKGLygoEkczZMxbm6GZS+++67EUURKpUKhoaG\\n8Ld/+7f40z/9UwDArFmzMGvWrMltaIcgLL2qdU50sxh1Ed+e2LtvH/bt3ZtsR+Ad43SEaP+EhgJQ\\npL8FhHc0etH4YvKfOBiyM3zmaeJX3trt0+4c3WhCQpK1PuPI45TV8NGHzN/QnuP1zF7e7odjICYY\\n6kXTD/tIGlkC+uPYj8Yn/AY9jm5y+PplPz6HO7LP+Xzqcrh39p38o2Dfnabw7uuX/fXs3Tt27sTO\\nHTvaHKWIIoroNVzXxU9+8hP831/sw+j/ugtKaWrGWKkf4tT/8zJ+OPtm/OxnP4NlWV1roygCIQSK\\n0s5Vrj66uQcuRqSL6Dmer1rJU6S76y4OmHpSG7XCCzAzpNg3YEJnDAZl2NVw8Vy1nDx7uqfu4gOz\\nhAtac5bRKqV4rcI1lYjhLtvFs4NlqOKHdU/NwasVM5kZ9ybHh86AtyoGdMYwHFHcZnt4erCc/IDf\\nW3Owt2ImT+Y3O36yBqrOGGaEFJsdrok7CvfXHLw0YMETPYlbbQ/nNA1HhLHMDSKs83w8VS0nnboH\\narx+NhSa2xsejhsajulcs8APscIP8VzVSjoKD9Qc/LpqJU/ZdzRcfGToOKVzjku9EAvCEM8NWNAZ\\ng8Z4neCvqk2j2VV38YGpJ7WVK70AIyHFy4K9SRnubrh4tlqGItjvrjt41zQS9mvdABVK8bpgX40Y\\n7sxh/0rFTGZn3eD4UMHX/tUZw7SQ4lbHw7Mp9vfVHOwdMJMRji22j8uqgq8MzmRmGGGT449j/+KA\\nlcze+h3bwxlNw9eC/bwgwhovwLNVK5mkR2a/veHhE0PDccF+oR9iWYo9YcD99Sz7nQ0Xn5l6Ulu5\\nzAsxP8VeZ5ybzP5Ds4RzguMqL8C0kOIVwd6iDDtz2L9jGrgoNPF6rG8I9oMR5TXSg+UkT/bUHLyc\\nyuGNjg8Cvv6szhimhxS3dGB/s+3hoqbhsOA4O4iwQcrh+2sOfjdgJa8O32Z7OKVpOCo0o0GEVV6A\\n56plmIwm7H8zYCUjpNsbLj42NJwQ7BeJGeafrXKOCgPuqztt/WO5F2BeGCXsS5ThHsk/dtVdHDRL\\nOK81Z4geohSvCo5lyrBdaGL2e+oOXi03/WO968OgDG8KzVBEsdX28EyKvewfmxwfDHz9ap0xjIQU\\nW3L848UBMxmVu8X2cD7lH3OCCOtz/OOFFPutDQ8nUv4x34+w0g/wG8k/flO1EI957mi4OGToOCn8\\nY4kfYlEQ4reCo8qAezuwnwjvHogYtt3I3s2AB+qFd/fv3Vn/6NW7i1voIoqYzCBgDFO8jnT+uRqN\\nBn7+8593dZRVq1Zh9+7dE9esHqO4kS6i92DAWV1NnsIblCUdghUeX3rjsqKAESTLs1AAFzQVJdH7\\nMFhTswZcc0lRAAIsibgmEhqL8hOVKcXhUinTlEtisp3hiB84AMElTcFAxDUmZcmPuayZEXKNRwgu\\nq/x1QwAoUYZjhpa8D1lOXV+8RI1LCK6oCqaLY2iM4aSuJbVeVkoTMxhTFISk+YqmwoDTuprUzKU1\\n8TIpY4qCiCBZnqUd+5US+4Up9uc1FYbgWEqxXyuxrwr24Tj2LOmQyhynha3ZHzWamgqlyXnjJWpi\\n9sMp9sdbsJ+XYj+mKhgR51XbsF8osZ8tjkEEx3gk2kxp4iWurigKKGm+asgAnNPUZAQozX6VxH5R\\nF+zXSRwHBYMQwEVNRTnFvlUOx/nnE4JLqoKqYG+0YR8z8EQOx/9+OmP8JjiH/WiGvZp8d1TGcErX\\ncnN4kZ/N4Tkp9mdasF8uOMbs54tjxOzz/GO1lMPx0lqRYG8KjgNRa/8YSvnHRU1BRWisNuxHUuwv\\nq0ry72fE/pHDfk4b/ziRyuE0+/k+19QUBQFpfncUBpxq4R9LJPZzu/CPzt7NxrGXvXvgRvfuIOvd\\nao5mqeQfiXcDOKvduN6td+3d6lV5dxFFFDGZMVU30Wg72Vi9Xsfjjz+OadOmYf78+W1HngkhxY10\\nEd+8kF9l01h2ghAVAFi2dk1j4ycDSms0oUlPesInW5G3x7fDlTRhFxpH0gSyps31xX+T28q60Mht\\na6chLdomH7Mb9jLHPPYyx27Yyxw7sc9jMq6tba4v/ls/7GWO7TQKeIdZbpt8zDz2Xi/sW+RwNFXs\\n5X/zNtcX/01uaz853A/7rvyjA/sp848u2H+T/IN14R+FdzcjzuHCu8drrta7iyiiiMmJqRyRZhj/\\nXY9DURQMDQ3hyJEjUBQFGzduxMaNGzFt2jSoarYwZuHChZPe1nZR1EgX0VPs3bcPv9m3L9lWkP3h\\nlOvYAD6Cke7cqgDSz5bzarBKjGV+oFXGMjcWDiGZ9TQBPqIWtNHktU3eRz6GXINmKwSDlCJEa41c\\n1+UQggpjGU4yE4KsobiEr+HbTtMfe4Yo1faJYq8xJnXCstty2xoKwVBEM/t0w75KWSZ3ZI3MsR/2\\nnri+XtjncezEPq++sRN7l5DM2rNAZ/ZyLXA3OSzXfToKwUCP7PvN4YlgP46jxN5WSDLi3+p6umEv\\n7zMh7JF9wu0QggGWZX/t/KPw7sK7r51337tjR1EjXUQRExxxjfT/9cXLmPu/3DOlNdJn/sc+/MGc\\nLeNqpB3HwXPPPYcDBw7g3Llz0DQNIyMjWLFiBdauXYtly5ZhcHBw0ttY1EgXMSnxkaEnP6zL/RBf\\npr50JmMYjBjOas3XMNZ7AT409eQVy5V+iM8MHYo4xgBlMBhL1kQFgHVegIOmnryettoL8ImhI64R\\nHI4oLhIlqf0CgLVegANmCWXKf3rXeAEOGXrS2ZgRUZxVlMzMpKslzTovwIdmCabYnhNGOKmpSe0X\\nAKgBw1G9ec3rpWPMDyKc1lWEKWbzgwjHdTWjSbdtaRDiiK4lnQad8RlOT2pZTZr9Cj/EFyn2lqhR\\nPNeG/So/yLCvUgadsWQ9627YT4soLioK7BTHNRKDtV6AQ6aevA46M6Q4q2XZayzLUWY/N4f9giDC\\nMYnjB2YJFaFZIj6P2RPw15LbsV8WhDicYl9ifK1vmX2aI2evI+76lRlDOWJJ3W437Acphcqar1m2\\nYv+xoSf1i9MjigtdsP/I1JPXQWeFEc5I7OUcXicdY14Y4YTEPi+H95slDCTsQxzTtYS9Av5Kp6yR\\n/eP3JS3pQBuMYSSiHdl/bugg4hgVymAxhvMSx7RmtZ/N4SFKcVlRkrrdmFs7/xiJKM4rCpyO/tE8\\n7+wwwmlNyd4QdfCPOF+DJvqu/ONrXUtuVDRx7hNt/KPw7in27tR38kb07oNmCdYke/e9KKKIIiYt\\n2g6rTu0pLcvCY489hu9///s4ePAg3nrrLRw8eBDHjx/HgQMHsHjxYmzbtg3r1q0bN0I91VHcSBfR\\nc5zTVJwRdXbLff58/92yAQC4s+HCYAzvW0azzs4LcFrTcEFTUKK8M8bAJ44BgB11FyXG8J5l8Bpp\\nLwQQ4KSu4bKqwKIMq70AIQEOWFxzT81BhTK8MmACaNaYHdM11FWCgYhhjRfAJwQfWrw2776aA4sy\\nvFblmrUu1xwpaXwJnYhinRfAJQSHygbAgIdqNgzGJ4QC+GRPFmM4aJUQEILpIcV6L0BDIfjENEAY\\nMD+woTOGt4TmZtuDxRg+sAxEhN/YrPcCXNBUnBQ1jkuDECoD3qnw69va8GAyhv2WkdTZrfcCnNXU\\npMZxhaghizluk9gvFOxPaRouagoMyrDKD0AB7BeanRL7ZYL9CV3DlRT7gBAcEBx31xyUKcMrguMq\\ndzz7tV4AjxB8WOaa+8ccmCn261wfZcrwkVWCRwiGBXsnxf67NRulFPtNEvuRFPtPBfslgQ0txf4W\\nm3OM2c8WHM9rKk6JGsdlQQgFfAIvgE84ZKY4jqbYxzXSK0QOvy80d0nsF7VgH6XY3113OHuxHdcH\\nH9c1jKkKyin2BwX7PSKHY/arBfujJQ0NhaCaYv+RYP/AGM/h1wSTmxwfZcbwoVWCTwimhYK9yGEw\\nYF6N53DMfnPC3kBAeI1qzP4z04DC+I20mmJ/q53N4Tkp9nF9qewfd0gc5/sh1nsBzmgazgv/kNlv\\nl3J4sWB/UtNwSVNgUobVgv0BodlVd1ChFC8PlAE064OP6xpqKkGFcv8IUv5xr2D/qmC/RrD/uqTx\\n0U6Rwx4hOCTYPyjYvy6YbGjhH3bKP0aFf7wpNFtsrjlgGQgJr1Fd7wW4qKk4IfnH28I/bpPYzxXs\\nr867WUfvXnqje3eQ9W61jXfHHDPerd3Y3v1xR+/m/tGvdxdRRBGTG4y1r12e6HN1Ck3TsGXLFmzZ\\nsgWnT5/Gc889h//4j//AL37xC9RqNaxataq4kS7imxv9fNf6Kb2gfWiiPjTpV9UAtJ1zQWEtPm+j\\nafVRO479aFpFPxwnm31fHKeQfd7nU8W+nxy+Vuzbfa8nlP11mMNNTfeib6J/XM/sr1fvvpb+caN7\\ndxFFFDHRcf192yiluHjxIs6ePYsjR47gzJkzGBkZgWVZWLBgwaQvf9VNFDfSRfQcK/wAK3z+JNsX\\ndYPbGi6AZifhTptvx6+DrfF8wOOfeYRggNJEE//gbxOa+DXI9a6fnNNVCKZFTU1I+DqV8XZDfJk2\\nuV5GMzOKMLMRJW1VUxpHaG52spq5YYi5YZhsA0g0cdtuFZr4vAuDEAsDrrElTVwHttWOz8u3l/oB\\nlgqOASHQ0GwbFYZ2u6RZ6QdYKTRxPWmsieNOieNaiX21Dfu4vu6mFHtPIZgeRdgmOIYSx1bsZ4VR\\nMkO5rxCQDHuSYR8fY14YYl4L9nHbviM0ttAsCvhSPzF7ktKELdgv8wMsS+Wwnslhvs8dcQ4LzSov\\nSGbn9glBmdGe2Q9m2POutnx9GyT2IxL7dFtjBpulHJ4dRpidYp/mmCzNJLGfH4SYH+SzDxL22fMu\\nDkIsTrFXUpr4xlLO4eV+gOUp9kaOf9wh+cfqFEefEFRSHFkL/1iX0riEYDiliST2MYONUg7PSLEP\\nCF/nVvaPLSn2jkIwJ4wwJ57ZuEv/WBCEWCA4Oi3Y32bH7Pn2Ej/AkhRHNXU9rdgX3j113n2H7N1e\\nkIy+34jePRqGGO3o3Vn/6Me7iyiiiMkJBj7R2JRNNsZIyye0URTh9OnTuHDhAt544w288sor+PLL\\nL7Fq1Sp873vfw44dOzBv3jyQHh5gT1YUN9JF9BQhmsu+AHxyk4GIZSYjYdI+oXgNNw6DMVQoS2q/\\nAN4pSO8TSRqT8vVhrZQmfdwRUHg5Gkvo4vAJQSXZhyavCKc1JkVStwUArgIMRc1jBMieV76+ONLn\\njTow0cHXAS31yFFmjy40vbI3umDvd8l+ILWPTzpzdBXATLFP51+eRgcQoDf2pRz2tJNmktiP0+Rw\\n7Iu9QlCNUuy7yGFFYp/mmM+evxOmsx7Ys97zvpTDkXXyDzY+hyOSvZ5u/CMgBOU2/mGJdlVSGk+8\\n9p0cowv2RBwraSvSbZ28HC68m0fh3dendxdRRBHfjhgbG8Nf//Vf4/nnn8fo6Cgefvhh/NVf/RUW\\nLVoEXdcBAJcvXwYAlEolVCqVa9bW4ka6iJ5CA/BKxcQlVYEK4LErDZzXFF6nBf4UfmZI8eQgrz2c\\nH4TY1XCxt2phTFGgM+CxsQbOaCoOmLwGa3vDRZVSPCU0i/0Qd9kufle10FAUmIzh0SsNnNBVfGxw\\nza66A50Bzw2VAcZHWm6zPTw5WIFP+AREPxhr4Kiu4XODf+nurTuIADw/yDVrvACbHQ+/HKogBJ/8\\n6ftjNg6XNHwlJoJ5sGbDIwS/GbIAxkcL13k+fjlYQQQ+ecvDNRtvVsxk/cvvjdlwFIIXqlyzxfGw\\nwg/xzGAZFHwimgdqDl4bsHBBVUDAmVxSFbxVbtY4LghDPD1YBgOfvGVP3cHLAxYuC/Y/vNLAOU3B\\n+4L9nbaLkbDJcUEQ4u6Gi5eqFmqKghJjeGysgdOaioOC/Y6GiwqleEZolvoh7sxhf1zX8IngeE/d\\ngQrgOcFxpRfgVifL/pGxBr4uaWJCLl7jGJAm+7Wej02OjycE+yFK8b0xG+9UTJwSHB+q2XBT7De6\\nPtZ4Af5LcJweUXy3ZuONiolzQvPYmA07xf5mx8MyP8QvhWZWGOH+uoNXByxcVBUogv1FTcHbguNW\\n28P8MEw4zgsj7K472Fe1cEVRoIm8P6up2C9qD7fZLqaFFE8LzcIgxM4c9qc0FR8K9jsbvO7zGZHD\\ny/wAd9geXqhasBUFFmN4RLD/VLDfXXdAUuxXeQFucTw8MVRBAD750w/GGjhS0vClYH9/zYZHgOfF\\neda7PjZ4Pp4Y5OyHRQ6/VTFxRnD8bs2Gk2K/yfWxyguSHB6JKB6q2Xi9YuK8poIAeHSsgcsqwRtl\\nPvPmLY6HpX6I/xI5PDuMcF/dwSsDFi4J9j8U/vGuYH+77WJeGCXsR4MQ90j+8egYZ/+B4HhXw8UQ\\nbbJfFITY3nDxYtVCXVFgCPYnNRWHhObuhgODMjwrmCz3A2xN+UdZsD+ma/hMsN9Td8AA/EqwX+0F\\n2JLyjyql+MGYjSMlDb8X7B8Q7H8tznOT62N9jn+k2T8s/OO3Ioc3Oz5W+k32M6IID9YcvD5g4XzK\\nPy6rCt4U/vEdx8OioOkfc8II96bY9+fdDI+N2W29e4kfYtuN7N1hhAfqTe9WRN7neXfMJPHuqoXL\\nyo3r3W9XTJyeZO/+PooooohJCzb1I9KtSl1s28Z//ud/YnR0FAsWLMChQ4dw6NCh3H137tyJv/zL\\nv5y8hnaI4ka6iJ5DZ4y/jZH6BuR978at+dpBw4BMiYaG3jU6Y5k1Krs6D2MI8jSstUZlDGFKYwgm\\npI2GSG0p5WlySv2odH1TwV7FtWFv0pzrk9vGGKIJYt/u+r5p7P0e2asy+7zrG6cBolRJUi77Dhz7\\nY9+Hf/ShKcU53CP7XP9oo+nHPxRka1ivZ//4tnj3jeQfU+PdXfiHpJHZF1FEETd+WJaFH/3oR1AU\\npWMddHrZrGsRxY10ET2HwRgW+mFmSZeFYhbS+G9xvV8cFUpR8WlmjctY4yoEVYqkTi3ufAxGFIMR\\nzaw1GWschUCPWLId11NNjyJMj5o1dGmNrRAYtKmJ2zJTqmdMa5I6Oj9b+5XUn0pty2MS14PNC7Jt\\n1brgOJow4dtmH+wHKMVAG/aVHPZDEcVQG/YDtHf2Ouuefd71xTVycf1p3DbSRtOQ2Me1o3oXHON6\\nYSa2LXHNuRz7YO8oJDlmum3DEcVwC/a2wmeUjrfjfUbCCCMA3Bz2DUWBBjYuh2f1lMMx++x5lTYa\\nX8rh+PpKvbAXn5cpxcI2OTyUyuFYU6UUVb91Dhs5OTwtijCtTQ5bOf4xQ3B0W/iHksO+N//gf5sr\\n+YfahqPMPvaPwrunzrvny95NC++W/aMf7y6iiCJu/BgeHsY///M/d7WvYRiT3Jr2QRhrPwF5N4tR\\nF/Htib379mHf3r3JdgT+BDwdIdo/oaHgHfB0BISPOvWi8QkZV5dGOmg8QjJ1aXn7dIpOmpCQZN3O\\nOPI4ZTV89CHzN7TneD2zl7eB3tkHhGTqbbvR9MM+InykJHMc9M6xH41P+LrVcXSTw/2wdwmfWKrd\\ncdPRH/vxOdyRfc7nU5fDvbPvlMMF++40hXdfv+yvZ+/esXMndu7Y0eYoRRRRRK/hui5+8pOf4P/8\\n7FXM/p93g5SmZoyV+SHO/sde/OG8TfjZz352zUeW86Kbe+BiRLqInuO5Kq9ZAnjN5gemjlMaT6XV\\nno+ZIcVLAxY0xlCmFLsaLp6plhP9vXUHH5ilpC5tveujSilerljQGcNgRHGX7eKZwXLyytf9NRtv\\nlg1cFOvFbXI86Ax4vWJCZwwjUYTbbA9PDVagih/jB2o2XqxYyYjOLY6HCMDbZa6ZHUbYLOrD4h/9\\nh2o2fjdgJSOMW20XZ7Vm3d38IMQ6z8cT1UrSGfluzcZvBqzkSf22hotjho6vda5Z7AdY4Yd4YrAM\\ngzKoYHig5uD5ahnx+MOuhoOPDB3HhWaFF2BBGOKZgTI0xiel2VN3Muz31B3sN3WcFuzXeD5GQoq9\\ngn2FUtwtsb+vbuMd00jq0m5yfVQoxSuC/XBEcaft4unBMl/eRLB/o8zr4gE+Q7QK4A3BcUYY4VbH\\nwzMp9g/WbLw0YMEWTG61PQQEeEdo5oQhNjl+W/a32y5OazoOC/YLghBrvADPVMsZ9r8esJIRjrsb\\nLj42dBwVHJf4AZal2GuM4f66g19Vy4hXJb2n4eBTU8cJwXGlF2B+ir3JGHbXHTxbLSejnXvqDg6a\\npaSuda3nY1pIsU+wH6AUO3PYv20aOC80G1yPr0ss2E+LItxhe3hKYv962cRltTlDNAHwpuA4M4xw\\ni+Ph6cFK0gl9sGbjxQELjmDyHduFpxC8a3HNvCDEBs/Hk9Us+xcGrGRk6A7bxUlNxxHBfmEQYpUX\\n4FnBnghNlr2DQ4aOY4I9n9k4xNNVzlFnDPdJ7HfXHRwwdZwU7Fd5PuaFUcLeohT3NNxx7A+k/GOd\\n62OIUuwTHKuUYrtgH98Q3F+38ZZp4ILQbHQ9GJThNaGZHkXYmuMfL1UsNFKzFDMAbwn2s8IIWxyu\\n0aQcjtnfZrtwFIL3BPvRIMT6Dv5xZ8PFCUPHEcFxkR8mNdIGZVDA8GAH/1juB1gUhPi14FhiDPdK\\n/jEZ3j0UUWy7kb2bMTxQL7w7z7vT/jFZ3l3cQhdRxORG3oO0yTzXjRDFjXQRPYfCGM7pavIU3qQM\\nFzTxrFmsojGmEDBCUPabM25e0BSUxKbBUho0NSDNGW4pgMuaksw4WsrTqAQAXyII4E/1L2sKBsRs\\noWVKcUxMmiJrZievCANjqoIhcV6TMpww1ORbXqE0Oe98vnoJfALUVAXTxYyiOmM4patJ57Gc0iwW\\nq5G4hKCukeSVWpUxnNHVpNNjpTiuEBzrCkFECOYFXEMYw4Uu2VcEewbgoqbAEBzbsR9Osb/UJfv4\\n1VaZvUUpjhn57OeIXmjMPj6v0Yb9AsHeE+xHUuxPt2C/RGI/O2iyP6uryUi0lcOxphBQQjAaswfD\\neU1NRoDasR/ohb1gMk3kcCTYl7tgH79eGRLgiqqgmmJ/vAX7eakcHlMVTBMcS4zhpJ7PfmHCnqCm\\nEswQGk2wV3LYLxXs4xyeIzgqEvs8jjH7+S38w2yTw1WJvdkFx+kp9pc1JZl1u0wpjrbwj1kp/7ii\\nKolvmW3Yj7bwj1Ib/1jkN9nXtea/uSb5RznFcbnEfm6Kff/e3dk/hm507w6y3p3nHyukHJ6X8o8L\\n2o3t3Sc7ejf3j6vx7iKKKGJygjFALL5RRA9R3EgX0VeUKEtqR5vbzc91xgCWrUPjHbHWmpLQeJIm\\nvfjFOI3oLLiSJpL2ica1I7suZYmypF6slUae8KRE2bjra6dRGEOJjW8rbaNRGYPKkKl36589Wmqu\\nir1y9ezl65s09kr3HDXBZNLZi8/7YT8+h7P75LG3r4o9Q4nmtLWLHJa/X/2w78Y/ZPZp+t36h8x+\\nIvwDGM++lxwmIof7YX9d+8c3ybuvR//4Rnk394+rZV9EEUVMTkzpiPQNcsNe1EgX0VPs3bcPv923\\nN9kmyL6eIddSAbwO0U//MAKZH3m5ZgvgdV9BpkOYnbE2rwZLY8jcSMgalygwWXZNSoVlZ1aVjyG3\\nzVYUVClF+tm4rAlBoKWoOISgwrIdG1kjc3QJQVnSdOJ4LdnL+8jbHlFg9MhePo+tKBigtC1HmWQ/\\n7D1CYPXIPo9jJ00ex07s8+oIO7MfnxdyWzqxdxQFlY7ss9FNDk8W+3Ecgcx39lr5BzD+mjv7h4IK\\na8++H/8ovLvw7rx9rmfv3r1jJ+4uaqSLKGJCI66R/j8+fRWz/ng3iPQm0GQFCwKc+3/34n8qaqSL\\n+LbFB6aR/ICv9gJ8bujJj90ApahSlqwFDPA1aPebRtJRWOsF+Dj12thwRFFiLKm7A/i6k+9bRvJa\\n5nrXx0dmKXmNcUYYgYFkXlnb4Pp4zzKSV9pucn0cNI3kxmNOGOG0omdGhda7Pt61jOQ12o2un7m+\\n+UGI47qWGTVZ7IdJ7Wh8fem2LvZDHNG15Km7xhhGgwhfS5p3LRNlysmt9AN8petJx8KiDDOjKKkX\\nizXptq3xAnyWYl+lFBXKkrU889iv8/xkPVeAr6WqMZbU3bVmb0ARx5gZRogIwUW1yf4mif0Gif3c\\nIMIprTf2C4IQx1LsCXi9qMw+fd4VfoivU+x1xjA3iHBU0rxjmagI9qv8AL8v6UnNY5nyus1jPbAf\\npBQWZUnNdDfsp0cRFIakZroV+w9NI6lfnBVGCAhJah5bsT9gGklHdl4Q4pSuJTWPALDeG88+fd6F\\nEvt4dm6ZffoYK/wgw77EGObksJf94wtDT25uKpRiWkSTetM8jmu8AJ8aetLlHooojDz/MI1kkq/1\\nno+PjFIy2dFIFIFI7DdIDGT/mB1GOKPoSc10/O+TZi/n8GgQ4oSuJTXTAM+DNDfZPxaJHI5HGFXG\\nvwvj2Wf947CuJzdRJuM13O38o/Duwrtj1hPh3em2TpZ370ERRRQxmcEwxSPSrONubaNer8N1XQwN\\nDUHXp+YBgBzFjXQRPcdFVcEZUWe32gugMob9ZT79/J0NFyZlOGiWwAiwQCxlcU5TkxrHtV4AAuAD\\ni3cKdtRdGIzhgFkCCLDE45ozmorLKq/1Wu/6oAA+FJp7ag5KjOGA2F7p8SKsk5qGukowEDHc5PoI\\nARwS+8ypOahQijcq/KnXWpdrjusaHIXX9210ffiE4BNTBxjvjFmU4a0Bfn0bHR8VRvGxqSMgBNND\\nik2uD4cQfGbpIIx3xgzG8I5gcrPtocwYPjKbacqAAAAgAElEQVRLiAi/GdrkAg2F4AuDdzBX+gF0\\nxvCe0GxteDAZw4dmCZQgqbO7oCo4K9iv8QIoKfbbJPbxMiJnNTWps1vn8cKzmNtOif0ywf60puJK\\nin2UYr9bYr/KHc9+g+sjIMAhk+8zN3BQTrFf5/oZ9sOCvZdivyAIYabYb3J8lBlL2I+k2H8u2K/w\\nQ5RS7G+R2Md1dg2F4EujBJXxG2ktxf72hgeLNTnGNdLnNQXnRI30Gi8AYcCBMr++uyT2i1qwZwAO\\nCm531x3OXmwvFzl8SlMxpvIa6Zj9R2KfPRL71YL9CV1DQyGopth/LNjPC0JYlOKNAc7+JoezP6Zr\\ncBWCaWGT/WcWZ78wCGGk2G92fFiM4WOzhIAAM1Lsv7B0KIzfSOsp9rcK9nEOxzXSl1QFp0V9aewf\\n7wvNHQ03w36+4HheU3Fe+McayT+2112YqRxenGJ/SdRIrxfsY2676lmOK1L+UVP5EmM3Cfaxf9wr\\n/ON1kcNrUv5hK3xuh42C/SeC/ahg/6Zgv0GwP6pr8JSmf7gp/1gk/ONtwWSLzdkfMksICb8Z2uTy\\n18Rl/3hXaG6zeQ7H7OMa6avzbtbRu5fe6N4dRNiEpnerbbw75ph4t6bgrHZje/enHb2b+8fVeHcR\\nRRRxo8TV37IfOHAAL7/8MlatWoXNmzdjyZIlE9Cu3qK4kS6i7+jnQZJcq9ZN0D40UR+adJ0dgLbf\\ncaXVY7s2mlYftWPSUtNa0jL64Xg9sicTyL7d9cmvbMYxVez74Xit2E90Drdkfx3ncD/r3PbEvsXf\\np8o/rmf218q7r2f/uB7ZT6R3F1FEERMbjAGMEbB+zL7P811tnD17Fi+99BI++ugjNBqN4ka6iG9G\\nrPYCrBajCAHhozc76i6A5o/39gbfjicIWS+eYgO8tmsoookmjh1CE7/SuNFpajzCZwpunocArHne\\n+HWwmx0vo5kTRphTj2c2JiApja3w19u+Y2c184MQ84Mwc9xYE1/PVqFpKPEMoyGWiFEEVyFQGca1\\n7c5GfF6+vcILkpEwR9TIxZq4U75NaOIJXtZ4AdYIjU8IBlLsWQv2N0nsh7tgv8nJamaGEXYIjpQQ\\nqF2wnxtEyUgY72yl2ZNc9guCEAtasPeE5naJ/VI/xFLB3iEEWop90IL9Si9IRsJsQmDS8ezvktjz\\nUbBm3lcp7Zn9tBR7hiyTmP1mif2sMMIswT4SNdIy+1skjvOCKBkJCySO8fXcJmkW+WEyku4RApLL\\n3s2wX+aHWJZir+ew3yaxX+UFWJXyj3KOf8js16U4BoSP/rbK4Zj9BjfrHyNt2Mcct0g5PDuMMDvF\\nXkmxjxncmuLoEj7L+2gL9rJ/xJrFfpiMpHsKgZLjH3dIHJd7QfIWgyPqZWNNKLGPORbePXXeLefw\\nGjfAGty43r0wCLGwo3dnvzv9eHcRRRRRRBz33XcfNm3ahMOHD6NWq12TNhQ30kX0FCF4PVccOuPr\\nZKYnPaGkuU+VNm864iiJ/eXJVRIN+I93WmMwBh0sqf0CAIrsPnkaDSypwYr3MZO2UXjKeI0KJPVv\\nAH8iHl9fVcw4Wk0dQ74+lQGRikxbgw5MLMZgS+eN0JmjzJ5NAvtSHnvSH3sr1bZu2Mfnb14P2rI3\\nGeAC0nnbMykzhgaQ1EwDndnn5X0/7Bmy7PM0MsdI2iefI0vqFwEgAEGZpdjn/HspKQbxaJrRE3sG\\nd9y/ee8caRfs2+YwbeEfjCU100CWPW9r5xyOCIHRxj/MHPYKCPQUez+HW5q9wgCqIlnyCOjOPxwg\\n+X4B/eVw4d2Fd/fr3ekcTp+/eT1X791FFFHE5MYElC1PyrnCMEQY8oduqqpC0zQQQlAul7FkyZJr\\nMhIdR3EjXURPoQF4rWzikqpAA/DYlQYuqgretUSdne1iZkjx9GAZDLxWalfDxcsVC2OKghIDHhtr\\n4Jym4gNRg7Wj4aJKKZ6plgHwEYK7bBd7KxbqigKLMTx6pYFTmopDYrKVe+oOdAY8N1gGRJ3abbaH\\n31XKcBT+tP8HYw0c1zR8JibHua/uIALwvNCs9QJsdjw8OVxBAGCIUnx/zMbXuobfiwlOHqrZ8AnB\\nb6oWwPikKus8H78crCACMD2ieLhm4x3LxBlNBQHwvTEbLiF4YZBrbnY8rPBD/HKwDApgVhThgZqD\\nN8oWLqgKFHAmNiF4UbRtq+1hQRji2SrnOC+MsKfu4LWylbD/4ZUGLqgK3hPst9kuRkKKZwX7hUGI\\nuxsu9lUs1BQFBmN4bKyBs5rK6+oA7Gy4qFCKZwX7ZX6IO20XL1UsNFLsT2paMsnQ7roDFU32q7wA\\ntzpZ9o+MNXBM1/C5mP3x/pqDIMV+nedjk+Mn7IcpxffGbBzRNXwl2H+3ZsNLsd/k+ljjBfjlYBkR\\ngJGI4rs1G29bJs4K9o8J9r8T7G9xPCxLsZ8dRri/3mSvxuwVgpcGeNtutz3MT7EfDSPsrjt4tWLh\\nsqJAF3l/XlXxvqg1vMt2MS2keEawXxSE2JnD/oym4qBgf3fDgUUZnhVMlvsB7rC9hH2ZMTwi2H8i\\n2O+pOyAAfiU0q70AtzgenhAcqyLvj+kavhDsH6jZCAjw6yrX3OT62OD5eGKwghB80qKHazYOlzQc\\nERMkPSzY/1aw3+z6WOUFeEKwnxFRPFSz8ZZl4pymQgHw6FgDTor9rY6HpX6I/xJM5oQR7qs7eL1s\\n4aJg/8MrDVxSFbwjcvgO28W8MErYzw9C3NNw8UrFwhXhH4+ONXBeU7FfcNzecDGU8o/FQYjtKfZm\\niv2HQrOr4cCgLOG4wg+w1fbwYqUMW+GzBT9ypYETmoZPBft76w5Yiv0aL8CWlH8MUoofjNk4qmv4\\nUrB/sGbDT7Hf4PpYn+MfX5U0fK1rIAAeFjn8W8Fxi+Njpd9kPzOK8GDNwZtlC+cl//idaNttjodF\\nQTOH54YR7pX8o3fvZnhszG7r3Uv9ENtuZO8OIzwg+cej3Xp3xcIl5cb27sOT7N2Poogiivg2heM4\\ncBwHJ0+exJkzZxBFEUZGRjBnzhwMDw/DsiwoitL5QJMYxY10ET1HibHxBWAd6p70uDaqB40Wb/eg\\nUfP26XQexhDIr43lFbhJmiilMfKYSBoF2bq1bjVRhmPBXp0A9rk5LGkIMH6N1ylgn3DsQVNqxbGN\\nRmMMYc/sgSj1m9VPDnfjH+PZ57St4/X1rumHvd4n+6hH9jLHyWIv/+1G84+p8u5r5R/XM/t+/aOf\\neu8iiiii1yBTXCNN2k6+4fs+fv7zn+Pxxx/H4cOH4fu8bIUQgsWLF+NP/uRP8Md//MdYtGjRlLS3\\nVRQ30kX0HGXGsMQPk5osoDnTdlwbtVjUSsVvYw1GFIMRzdW4hKAKYInQxD+i00KKaSFNjpnRKAR6\\nxJLatrgubWYYYWbYrK9Ka2yFwKBNTbxPPJuwo+RpmnV0QLPWa17INeklapZ4YVLblj6GI44Rz4Ib\\ndz4MwdHNaWtcQ7ZQur4KZVjihUk70pq4LXGtZdz5GKIUQ34LjoSgkrq+uD8zPaSY3oJ9PHIRbyfs\\nowgzo9bsddaafYabn2UgX9+oxF4TmjyO49iLfcy8HBb71FUFCJszb8fXN0AZBlrkvSflfcxxKKIY\\niiSOqXpMK8WRicQfiShGZE2KfZmOz/tZgqOdejIb72MrClSwcd/RuYJjskQNG59/6bYCfBZqAPDF\\nto7W7OO2xHWTcd2u1YV/LJL8oxpRVGX/SH8naXM79o9hSjHcJu8NNDlSsc+MMMIM2T/8Jnsz9e8V\\nX8/sMGafz4CkzpP4h/j3ircVtM772Jfk2t+SaEu7747MvtzGP1p6N6UY9Lvz7rhPNC3iy5i19e7Y\\nP9DGu5McFt7tTYB3S+y78u4ge16jDceYfZzDiXdHDEuiHr27g39UUnnf1rtTOZzr3R1+N7v2btk/\\nxnl3dlvr5Xcz1bYiiijixo56vY5///d/x7/+67/ij/7ojzA0NIQnn3wSy5Ytw9atW3H8+HE8++yz\\nOHbsGP7mb/7mmt5ME8baz5vWzWLURXx7Yu++fdi7d2+yTQHIL1VEEE+4RcgPnOOH7OkIiRhB6kET\\nEJKslZsXeRqfkGxdWs4+cniEjKtrbacJCUnW4Iwjj1M6IsI7dJm/oT3HiWIfEDHy0ZMmy34yOPaj\\niQhJ1lyOY6rYh8g+meyHvRz95HCeph/2LiGZmuJ+OMqaicjhXPZ9+cfEs8+LvtiLm/Y4rmf/KLy7\\n8O6J0HTj3Tt37sTOHTs6nLmIIoroJVzXxU9+8hP875+8hpH/vgdKaWrWY6Z+gIu/eAn/bf5G/Oxn\\nP4NlWclnZ8+exYMPPog///M/x0MPPQTTNPHll1/ipz/9KX70ox/h3nvvxfPPP49f/epXuP322/Fn\\nf/Znk9LGbu6BixHpInqO56plhOIX8b6ag49MHSdEbeU618fMkOKFqgWNMVQjil0NF8+IOicAeKDm\\nYL9VwmmNdxs2Oj6qlGLvANdMCynusl08NVhOzvnQmI23ygbOC83NtgedAa8OmNAYw6wwwm22hycH\\nK1BEV+K7YzZeLZu4pPGf4ttsDxGANytcMy+IsNnx8NRQJfkB/96YjRcGrGR06c6Gi4ai4N2yAY0x\\nLPJDrPN8PDVYgcYYFMbrSZ+vWslT9h11F0cNPakXW+YFWOGHeGqwnEwY80DNwXPVMgLBcU/dwWeG\\njqNCs9oNkjq7EuOTF+2pO3i2Wk5e1by/5uCgqeOkYL/e9TESUvxOsB+MKO5uuEnNI8BrNt+zDJwR\\nHDc5PiqUYp9gPxJS3JnD/s2yiQuC4y22BxXAa4Lj7CDCrU6W/cNjNl6t8Fp6gK+tGhDgLaEZDUJs\\ncvxx7H87YCWjS9saLmqKgvcE+8V+iDVegKcGy9AZg8p4LV6a/e66iy8NHUcEx+VegGV+iKcFe4My\\n3F/Psr+3zjkeExzXuAHmhyGeqZZhMIYKZdhdd/CsqO+L2R8wSzilc443uT6mhRQvCvZDEcXODuw3\\nOx4syvCyYD8jjHCH7eHJwXLS4ZTZ32p7IABeFxznBBFucTw8OVSBwprsfzdgoRHPlNtw4SkEb5e5\\nZoEfYoPn40mRw0Tk8G+qVjKyfFfDxRVFwfuC/RI/xCovwNOCvcZ4DeqvqlYy8rW77uALQ8fXgv0K\\nL8DSFHuTMtwn2Kf945Cp47hgv9b1MS+M8OtqGSpjGIgo7pH84/6agwNWCacExw2OjyFK8ZLgOBxR\\nbJfYP1Sz8bZl4JzQbHE8GJThFaGZGUbYant4arACkvKP18omLmrNGaIZgDcE+7lBhC0d/OOOhgtH\\nIXhHsF/oh1if4x+/TrHfXndxSVOw3+Lsl3ohVvpN9jpjeLDm4FfVMvyUf3yeYr/KC7AoCPFL4R8W\\nZbg3h/1Ee/f0kGLbjezdlOGBenfeHftH4t2SfxTe3bt370QRRRQxadF2WHVqIwxDHD9+HDfffDOm\\nT58OTdOwbt06RFGEK1euwLIsbN26Ffv378enn356Tdta3EgX0XOojOG8piajEBZluKxmn683CAFT\\nCKqRmAWYAZc1BSXRIzNzNHVCAIVgWticnvOyqiSzeBosR6MQAHyJIIA/wR5TFQxEXFNqo4lf8QsB\\n1FQFQ6KtFmU4qasZU4k18csjAfgrwNNFWw3KcKak8nUywWcvlc/rEwJbabZVZ4xP1CQ05RwmntCU\\nKdeojOFCl+wHU+wvaUoyC3A79iPiehiAK12ynx3ks9fbaEb5KjAJ++EU+1Mt2McRAGioStLWUg/s\\nZwuOmmCvdmDvKAQVoVEEe70L9kMt2Bt57MX1zRB5EbOPZ35ul8Px65UROPuqYF+mFCd0PVezQGyH\\n4Dkcf99MynC61Ik9QUPlyxkBnP3ZUjOH89jHOTwnxf58in0rjlQhGIiaM1lf7NI/4lyC8ByzC/Yz\\nU/5RUxVUumA/N8W+pirJ961MKU62YL8w4TjeP06ncjiticMnBA2l2VadMZzt0j+slH/0792d/WP6\\nje7dNOvd3fjHt8W7za68m/vH1Xh3EUUUMYkxhTXS7d5RUVUVM2bMwKeffoqVK1dC0zQcPXoUjUYD\\nlmWhVCqhWq2iXC5jbGxsitqbH8WNdBF9hUlZUlfY3G5+bjAGsGxdk0lZUgeapzGFxpc048+LcZ97\\nbdrSSpOuqzMpS+rF4u0wpx3xaAcRf5OvTz5G+ryaGMmT29pOw0egxre1P/ZtmAiN3Da004jP3XFt\\n66yRr0dm3Y69gqtg3+HffNyEZHkcu2Av53Bb9i1yuBtNJ/Z5HK+OPYNJx19fNzkst7Uv9lPlH11o\\nOl1PO/bd+geA5M0CVYzkTQT7yfKPG967+8jhwrvH+8fVsi+iiCJugGBoOQpuWRYeeeQR/Mu//AsO\\nHz6MarWK119/HQMDA1i0aBFUVcX58+dh2zamT58+pc2Wo6iRLqKn2LtvH36XqpGWQ67tA/jTmrDN\\nMeVaKoDXiqWfPxNkv29yvRwgZvdss92pLi9Pk3c9DNnnaLJGbputEFSkzpCsYQSZ0ah4Uql2Gjm6\\nYS9znCj28j4Twd4TEwyloxN7RghIj+zlxseTgKU1HXM4p62d2Odx7MQ+j2Mn9nl5Ice4HFZIMgIZ\\nR2f2E5PDPbO/wf0jr/3Xyj/kuNHZF959fXn3rp07cXdRI11EERMaSY30x69h5L/fCzJFNdLMD3Dx\\nFy/ivy0YXyMdhiG++OIL/Nu//RvOnTsHSil0XcdDDz2EXbt2YebMmThx4gQ+/PBDVKtV3HnnnZPS\\nxqJGuohJidcrJiqU/wSucwN8ZuhJ3d1QRDFAGU7ozWlTbnZ8vFM2kh/wm9wAh0w9+REdCSl0sKTu\\nDuBrp75dNpKOwkbHxwdWKfkhnh1EoITgnNZ8DWyz4+OtspFMkLTJ8fG+ZUAVP8WjQQSHkKTmMT7u\\nmxUjeQ1ui+Pj3bKRdBwW+SGOGVryRF1lfB3NN8tNzc0O347buswLcdjQkppHgzLMC6Ok7i7WvF4x\\nYQmOa7wAvzf0pOZxIGKYEUVJvViseTXFfr0b4BNDT2qmhyOKMhWvNqY0aY4bXB8fmqWkczIjpFDB\\nkrq71uyNpHZ0ThAhJATnUxw3Sew3Oz7eLxtJDd18P8JlTRGv+nXHfrEf4miKvcY4p7fKpZbsVwv2\\n8eiMSRnmdmC/1gvwhaEnNY/ViGF6FCX1prEmncMy+2kRbb5W2iX7mWEEBeiJ/dwgQpDHvmIkHXGZ\\n/QI/xHFDS0Y2CQM2SDm8Rbq+JX6II4aWjD7pjNfdvlM2Em43Oz7eSP2br/aCDHuLMszJYf9axUQ5\\n5R+fp9gPitmeO7I39eSGYXpIYYAlNdO5HF0/WX8XQPI68dmUJs8/9ltGUjs6L4jgEZLUm8b/PnIO\\nx3WhAJ91P81eYcD6Dv6x1BPsBccSBeaHYbK+eqyR/eMrQ4cnOFYor/tu5x+FdxfeHbOeOu/O+kev\\n3n0PiiiiiMkKBoAxTFmtdLtTaZqG1atX4y/+4i/w8ccfw/M8zJs3D+vWrcPQ0BAAYNasWdixYwdU\\nVW1xlKmJ4ka6iJ7DJgSHzRI0xjtjGmP4wDIA8AleLMpwyCiBkebSFRdUFRdEjeNNbgCFAQct3rHd\\nUXdhUoaPjBJAmstfnNPUpM5uo8PXj/tIdIZnBw4MypLtlR4v3DqtaairBAMRwybHBwXwidhnNHBQ\\nYk3NWpdrTmr8hmEootji+AhB8JmpA4x3xsqU4e0yv764Hcc1DZ6oCbwZPjxC8IWhgzDeGTMpw7sV\\nrrnZ9lChDJ8YJUSk2Yl3CMHvzRIU0ckoUYb3hWZrw4PFGD42SqCkuWRLI8V+vWB/QLDfJrFfmGJ/\\nUdTZbXB9KAw4INjvlNgvE+zPampSZ7fR8cEAHBLc5gQOjBTHVe549psdH1GK/XzfQSWieLPMnziu\\nc/0M+2HBPkixX+yHsFLsNwn2xzQNflIT6MNNsV8t2L8nON5ieyin2Mc1gbZgrzJ+I11iDPsFx9sb\\nHsqsyXFUaC6pCs6JGun17v/P3nkG2XGc5/rtnpkTNy8W2F0sciZBEgARSJCgQIKZBAgSunWvJatK\\ntuRU5Sr/sBx+WGVXSS6X7HLZP2S5ypflcpDkK1ESCZCiRIkBGQxgEoMYwYSc94TJ3X1/dM/snNmT\\nsbsImrdKZZ+D853pefjte3pm+vvagxbhuKEsOQYxc2qwJwJ4Q8XcWqrM4YUqh0/oGgqqRvq6WA4P\\nxXJ4qWJ/TJcXa52KvR+JmeX6yHOOFxT7axTHI7oOW/UkWAUXLiF4Ly3Zz1PsX1LsV1awh6qRluw/\\nSBugQl5IpyPs1yj2QQ4PRtgfUuwD/wjYry/byEbYjyiOZzUNp5V/LFf+EbC/JZbDwRZCpzUN51SN\\n9HW2CwjgTRVzW4z9opC9jqImn4QF/vG2+sxwjP2yCHtT1bWuUuzfUZ+Z7frIRdhfW8M/3EgOz1c5\\n/JLiuMp0keMC76RT8AnCGmm7in8E7NeZMocD9kMR9u17t2jo3fOvdO/2Kr1bq+PdAcfQuynBR6kr\\n17vdpr0bF+TdiRIlukLU4IKdEIL58+dj+vTpyOVy0DQNnHMcO3YMxWIRXV1d6OvrQyqVqv9Fk6zk\\nQjpR24rWMTWrdnoYtHMc1kZMtLYLQOP9PVqMqfVP9ZjU+qd2mExVzFSxH7ev6ARzjC95DNTOzdqp\\n4nix2E90DtdkfwnnMItzbEKXk39cyuwvlne3k8OJd0+MdydKlGiCJZrb2m7iDlf7SJxznD17Fjt3\\n7sTRo0cxc+ZMrF+/Hh9++CH27NmDEydOYGBgAOvXr8eaNWvQ0dExRaMer6RGOlFL2rlrF763b0/4\\nOs9FuGwRkD+qvT5HUZPvWZRgkePjcGTJWi/j4dYaAMBBkOc8XEZqE4IFrl+xxLDP5xXL+gDA4ICn\\n3nIIwTzXr1ga1+/zimWYFHLZSjAhdAnBbNfH8UjMNJ9XLHvTBcKljwBgUop5rlexnG7A5xXLFFMC\\n4TK/4HxmeSz8TJlSLHG8CiZxjh4hmOEznFWcTEqxOBbTwUXFcjtGCLp9jlId9n2Mh98JSCPLch42\\nnanGPs6RQC6TDLg4hGCu64dbQVXjqAlVu6diSpRioePVZW8IhEt+5flQzHF9nIx8Js4+x0W4nDAY\\n20yPhd87UezjOcwIQZfPUW6JvVy+6LTInoqxCW/T7CMcy5RigetVLMdthv1s169gPRnsfSK7Up8L\\n2RMsbsI/OjgPj21RgoVOzD9i7AHZMdhVMc36B8TYBcrU+QfFLM9vyT9cQjDkM5ypk8OJdyfefbl5\\n9+/feFOyj3SiRBOsoEb64bf2o+8LU1sjfe6RZ/HF2deOq5G2LAs//vGP8a1vfQu9vb3QdR3btm3D\\ngQMHcObMGWSzWZw6dQrz5s3DH/7hH2L9+vWTMsakRjrRhMsDKpoQZbnAKKVhzWMKAoyMfSbFhWxw\\nEokxVGHEWNMT2VAkjIHsqBqNSQn5mcoGJqRhDEdlB1NOCGgkxo/FpIUAUxMUIGiIQsKaxxRnsKvE\\neGpCKY8LuFrl2NwKJmwck7QQKIIiE+Hoo35MlgucozQ8LppiL1pmb1ThKEjl+cU5poQAU2MMRQg0\\n9bqPM9h0PAMfJMwlDYCPsUY3Kc7gENRlnxZAGWN50gz7jBAogIb/zZthr1fJYd4EeyEwrkFQO+y1\\nVtmDhDWPtXI4yl6H3KomJaIMGrEXKGGsaVI19vHzq+YflezHc6zKPhZT1T9aZF/LP/SG/jHGnqA5\\n/4iyN8b5B2vLP6JeXcs/Eu9OvPty8u5EiRJdSar9RLpUKuHf/u3fsGnTJnzlK1/BgQMH8J//+Z+Y\\nPXs2/uZv/garV6/GM888g//+7//GM888M2kX0s0ouZBO1JIMAM/nMjinU+gC2DZaRpkS7OrIAZB1\\ndgM+xxPdOQjIOrvbyjb25bMoaLLGcVuhjDO6htcidXadnONnXfI75jk+Npg29nRkUaKy1uuh0TJO\\n6FpY67WpaMEQwM9VzGLHwzrTwc6OHCwqa722Fso4quuybgvAXUULDMBTKuYq28NKy8GznTk4RNbZ\\nPVAw8Zmh48O0DgjgvqIJjxD8slPeKbvOcnG142J7Vx6MyKctm4smPk7p+DSlgwhgS8GEQwie6ZIx\\n15sOFrk+HuvOgUPWSN9TtPBiLoszOgUVkolFCJ5TY7uh7GCW7+PnXZLjsMdwR8nC87lsyP7ziv1u\\nxf7mso1+n+Oniv1s18etZRt781kUNVlnt61Qxmldq6izy3OOJ9VxFzg+bjJt7O7IolzBXsfbiuPt\\nRQsaxtgvsT2ssSrZP1go46ihy5pbAHcXJPtfqJirbRcrLBc7evLwiGy2s0WxP6TY36/YP63Yr7Bc\\nLHM8bO/KgRH5tOX+oomPUjo+U+y3KfbPKvarTQcLXB/bFfsZHsPdpTH2WsCeEuxUHG8sOxiJsJ/p\\nMdxesnAgn8V5jcJQeX9O0/BKbqxGujfCfo7rY2MN9r+K1EhnuQjzfqHjYb3phOxzXODB0TKO6zp+\\nrdjfUbRAIhyX2h5WWw6e68zBJrJGemuhjCOGjvcV+3sKJnwC/KJTxlxjubhW5bBPgF6Vw5+kdNkg\\nSQCbFftnFPuVloslEfbTfI77iiYOpXQcTumgAnioUIZDCJ5T7NeYDuarvBeQNdJ3lSy8kMvirGL/\\n+dEyzIh/rC/bGPYZtiv2I66PTWUb+/NZjCr/eKhQxlldw6uRGuluzvFTxWSu6+OWCPuMYn9K18L6\\n9KBGOmC/yPFwg+lgV0cu7Bb84GgZx3Qd7yj2dxYtiIh/LLM9rIr4Rxfj2FowcdjQ8YFif69i/0vF\\n/lrLxfIa/vGJyuHNBRNuxD9WmS4Wux62d+fAIGuk7y1aeCmXxemIf9gR/1hnOpjj+XhMcRzyGO6M\\n+Ufr3i2wrWDW9e75jo+br2Tv9hjuifnHQ816dz6Lc9qV692fGjo+mmTv/l9IlCjRpEqQ9up42jpW\\n7X/yPA8ffPABvv3tb2PZsmVYvHgx/hWgZbIAACAASURBVOu//gvr1q3DwoULoWkaVq5ciQMHDuD4\\n8eNTM94aoo0/kihRpeLbZ1RV7CNGEyHxGL2ZmJi0NmJoGzF6MwwaHCf+dKyZmEbbkAC4rNi3w1Gb\\nAPbN5DCZKvYxtcNx6thXf7/eN00M+4YhFy2Hp4r9RPhH4t1Tx37K/OOy8u7Wj9POf+NEiRJd3iKE\\ngFIKz/PAOYfnycaIjDFwtYol+P9JG/1JJlLJE+lELauLc3Q5Y7VZwFjX2zKlGADHQle+DhqR9DGG\\nPsbCbUWiMa56b5GK4Wq5x4DPMOCzcDuMaIxNCQwmwtfBb+2Q7wP+2HeOi+FjMUHd6IjnV4yDYuwz\\nQc1W8DpokjJbxVhU3otKi9oxQQ3sPLfydZ5zLHLG6gujMcF7891KRt2co7sO+/4q7PsZQz+rztEh\\nBHmMsQ+aP0z3GabXYZ+PcAxuXtZjb1G5xHKMPalgbyqOWhPs58TYZyLfW27EXn1Hh2JfjWNw3AVu\\n5XF7GEcPqx4TnHPAnjXJPhs530AzfIYZddhnq7AfjuVwNMaiBDTyOsiLWTH2Rp0cdkP2wThkTLYO\\ne7tGDndyjs46OQywkH0w1l7G0Nusf6jX0xjDtDrs01XYD/o+Buv4RzrCPqiVnhljTzD+77iRf6Sa\\n8I+5biXXXBv+kXj3BXo3qfTuahytmH+E3s04umv4x5Xg3XpT3h18Z/venShRosmREFO8/VVwvCoy\\nDAPLli3Dd77zHfz5n/85nnrqKXDOsWfPHtx4440YGBjAyy+/jHfeeQfXXXfd1Ay4hpJmY4la0s5d\\nu/Dczp3ha47xyxpcQiqefBBU/l1Wi/FJ5Z30eIzA+GoKj5Dm7vLXGVtc8eMCatLdYoxNSWVdGirH\\nH49hZPzd+jinZjjGx9oMx3bYN+JYTe3E2ISE+5tWG0sz7BtyJOOferTD3kflncnmcrjyqdNksW+U\\nw9XUDntLXegHaodjW+zb8o/WVwxc6f6ReHfi3dV0qXj3rRs3Js3GEiWaYAXNxv7vm/vR91t3TW2z\\nsR89g9+eM77ZmOM42L17N373d38XlmUhm83ib//2b7Fnzx689NJLcF0XpVIJ69evx1/+5V9ixYoV\\nkzLGpNlYoknRTztz4R3me4sm3sik8JkhU+la28GAz/FYVx4pIdDDGG4r29jRlUfQKuT+oomD2RSO\\n6jJmleWgk3M825GFJoBpPsMGU8YErVi2FMo4kEvjpIpZa9owBLC7IwNNyDvq60wHj3Xlw3E+UChj\\nXy6D06pL63rTBgOwPy9jZnk+VloOHuvOgwr5NOOBgoldqpYNAG4pWyhTihdzaWhCPuG52nHxWFce\\nmpBP8TYXTfy8MwdLMbmtZOGMTvFKVsYsdlwscn1s78pDFwJZwXFP0cKTqr4PAO4umXgjnZI1qpB1\\naLN8H4935mEIgU7OcUfJwhMR9vcVTbySSeGwYn+d7aDf59iu2Pcyhltj7DcXy3g5mw7ZX285yHOO\\n5xT76T7DTaaN7V35cJIj2WdwUnFcZ9rQAOxRHIc9H2ssB9sj7LcWytiTz+CMJmNuKtvwCHBAxcz2\\nPKyw3JC9BoEtBRO/6MiFTyY+V7ZQpBQvKfYLXA/LHA+PdeWgC/kU7/6iiZ+p+mAAuKtk4ZhO8api\\nv8RxscD1sUOxz3GOu0sWftqZC5++3FMy8etMCh8rjsttFyO+jx2dkmMX57i9ZOHxrhx8VGe/wnbQ\\n63M83Sk59jGGjVXYH8ymcUyxX23JvWN3KvYzfB/rYzm8pVDG/lwGpxT7G0wbBMBexXGm52O1yuFg\\nKenWQhm78xmcVexvLltwKMHzORkz1/VwrcphKuQSzc1FE0915mAqJhvLFkYpxUHFfqHrqRppyTEt\\nBO4bx97EUV3Da4r9UsfFfJX3hhDIc467YuzvLZp4M5PCp4rjNbaDYZ/hccW+mzFsKtt4vCsPXzG5\\nr2ji5WwKRxTHlZaDbs7xjOLYzxhuKcf8o1jG89k0TqiYNZaNNBfYpWIGfR83NPCPG00bAsA+xX7E\\n87Eq4h8EAlsLJnblMzin2G8oW7AowQuK/TzXw/IG/nFrycI5neJlxXGR48kaacU+IzjureIfb6ZT\\n+Ej5x1WOizmezGFDCHRwjjtj/jEZ3j3gM9x8JXs357in1Jx3B/4RendXDl4N/7gSvPsp1V8AqOfd\\nkmO73n0rEiVKNKkSmLIn0vWOk0qlcPPNN+PnP/85Dh06hJGREcyfPx+bNm3Cnj17cOjQIQwNDWHt\\n2rVYtGjRFA24upIL6UQtyxACZ1XDGkAuMQy2TAnkErk0q0fNAjQhcF6XzYIA2RE0HmMSAlBgmpox\\nEwgUNRo+4cqIKjHqh3tIxQgAJU02TQHkxVatGKhVnRxAWSPoVjFGECOqxCgxAKZG0OersXGOk6pp\\nSq0Yj6gndmqsKSHCZkGAXC4YH6tH5F36TsVNb4F9r2JPFfugG2qmDvvpEfaFCPt0ExwvhH2Pislx\\njuOG3pC9pRH0R9ifapJ9TnFMCRE2CwqOW429Qwm6IuzP6TR8ilkthy1CICjQ1wp7NdYZMfa5Nth3\\nNsNeiUGy71Ucs5zjRKo59mkVk1bsaQP2ckmpfG20wL474h/nmvSP/gj7UZ2GT7jqsR/0x94ranL5\\nK9A8+6JG0NUi+6h/ZJvwD1/lcEaNNd2Cf3RE2Lfv3cFYa7MfuNK9O+IfpyM5XIu98xvm3SemwLsT\\nJUp05YsQgmw2i6VLl2LevHlIpVLQNA1dXV249957Yds2UqkU8vk8DGNqnqDXUnIhnagt5bkI67iC\\n19G9anNqq46gFir4DEftmLyK8WLfG71pNS5GTRaceAxpHBPUqtFgbPHzwfiYoP5NB6BzEdaLBZ+J\\njx0YqyFLC4F0lfOrxzGjmDi0+Zja7OswUTFuO+zpxLOPjwMYY28AMKowaIa92wLHrGJi0/hnGrOP\\nj6UuezXWaufcKOZC2Gs1zqfaOMyQvYDBMY5b/LWMGauDRNvsL9w/Jot9wJEgYF9nbBfkH/K9lBBI\\nXYn+cTl5dxs5fEmzn3Lvru4frXp3okSJJkECEFPYtVv2dah/LE3TkMvlKt7r6upCV1cXfN/H6dOn\\n4fs+RkZGJnGk9ZXUSCdqSTt37cKzkRppgco/g3iNE1C9FiqqanVscg/Q2t9RrWYr/pn462bq8uLH\\n9QkZ1500fs7xmGpjaxQjSGWXV3kHXtQ9n7guJvu4mmHfiImjmju1EsMJAY0dJ15n14h90NCrFfbV\\nxqoBqLfzaTWOjdg3k8PxmHZyuD32jWvNx7HHeP9omX3iH235R+LdiXdX06Xs3bdu3IhbkxrpRIkm\\nVGGN9BsH0Pt/prZG+vyPn8Fvz71mXI10Mzp37hx+/OMf4/z58/ja1742KWNMaqQTTYr25DPhsrHr\\nbBe/ThvhXeh+xpDnIqx5BIB1loPn8lnkVMv6lbaLNzKpsOZxhs+gQ4Q1jwCw1nKwP5cJf/Svtxy8\\nkk2HP/AzPR+MEBxXtV8AsMZysC+XCScXqy0HL2XT4Y/3HM+HSUhYb0oh6yv35TPhJGat5ah6Rvl6\\ngevhnKbjrDZ2d/xqx8W+3FjMOsvBgVwmnGwscTx8kDbCetM851jk+jiQS4fc1qnjBpONaxwX76eN\\nsF6sh3H0M4YPI4a2znKwM8J+he3irbQR3s2fxhiyXIQ1j0HM3sjYVtkOXs+kwwu8QZ+BQoR1d82w\\nH/F8eITgRIT96hj7NZaDl3LpcII51/VRoiSsedQgsMJysbcO+4Wuh4/SBkrqSURGCCxzPOyPcYyy\\nX+54+DBthDWPHZxjgetjXx321zou3k0b4ZOxXsbRyxgONWSfgqeSa4AxZKqwP1CH/ZAvK67j7KMc\\n4+xneT7cauwj5xNnP8/1UNQ0nFY1j4YQuNZxsTdXyf75XCa88FjkejiUNsJ69awQWOJ443I4mifL\\nHbeCfSfnmF+FffS/+XW2i3ci7PsYQw/j49hH/WOF7eKtTCpYYYrpPkMKAofr5bDt4NVMOpy4D/s+\\nBBDWqwfc4v5xMJsO/32258MmJKw3JZA1wvsj7NdaDl7MpcMbCvNdD6OaFtabpoTA8gb+sVjlcFkx\\nyXGBxe549nH/+CDCvptzTPPr+0fi3Yl3B6wvF+++DYkSJZp01b/XdsnIcRy8//77OHHixEUdR3Ih\\nnahl2YTgk4wOXcjJWEoI/CqbAgDcVGbIcYF30wYEAWa5cspVpgSfpgykuJyM6ULgTRUzoyQnEe+k\\nDYAA8xwZc1anOK9qva63HFAIvJWRMTM9Hxku8E5GTlYWqy0zTulaWOu12nIAIPzMHM9HWozFXGXL\\nmBO6BosSdDMOWPIu+PsZAxByMpaKxFxnuQCAY7oGhxL0+XKC6RHgw7QBIuRkLMc5XslnAADXm3Ic\\nRwwdPpETf0A+UfgoI+tLr3FcZLjAa3l5fjeUHeSEwHtpA5wAw56MsSLsVyj2byiON8fYz1bsz2kU\\nZ1Wd3SrbgS4E3lIxgzH2CxT7MzrFaIQ9AfBrxWDE85GJMFlij2e/xnIgALyrPjPXrWR/te1WsO9R\\n7FmE/ULXQ55zHMxJjisi7F1K0K/YuxH2yxX7VxX71TH2MxRHW7HXhLyQzgiB1xWTG8sO8mKM40wV\\nY1KCT1I6DMXeiLAfKEuOQcycGuy1CPuhUmUOL1Q5fEanYY309bEcnhXL4aWK/UldQ5nKGuk1ljOW\\nw5AX0tEcvkZxPK5rsClBr+LoE+CDtGS/SLF/WbFfGbLX4VJgWoT9obQBKuSFdDbCfo1if9jQwQgw\\nGGH/sWIf+EfAfn2ZIRdhP+IGW+yM+ccK5R8B++mxHJ4bYX9O1UhfbzugQuBtFTMcYx9suXNa18Ia\\n6bh/zI6xXxbxD5MSdEX84z31mfkx9tfW8A8/ksOLVQ6/rDiuMmXMUUOHR2RDL8l+vH+8qvxjnSlz\\nOPCPoQj79r1bNPTu+Ve6d3uV3q3V8e6AY+jdyj+uVO/20Yx3S/+4EO9OlCjRla9isYh//dd/bfiZ\\nF198EXPmzJmiUVVXciGdqG0F+6i2ItZGzFQdJ1q3BaBR6UbbMV4spl45Sq1/aofJVMVMFfs4x2Zi\\n3FhMvfOrtbTyUuZ4sdg3U1I1EewvZf9gcY5N6HLyj3bO71L2j4lgfyn7x6XMfiK8O1GiRBMvIUgz\\nf44TdqxaD7+LxSL+7u/+DsuWLUN/fz9Ilb9/x3Fw+PDhi34hndRIJ2pJO3ftwv/buyd8neOiosum\\nR+TTgeA9kxIscH0ciywly3MRLhkF5AQty3n4Q2lRgnmuX7H0r4dxnNfGqqUE5N6dwWTBpgRzXL9i\\nyVov4+FWKMD4iY1DCEY8P1wuCAB9jIdLAYHxda4uIRj2/XCZLAD0M44zkRhDIFzyG5zPTI9VfG88\\nJitEuKQtGNt0xjCqGq6UKcVC16vgWI19F+NhY5dq7Ls5D78TkOwznIcTm2bZU4yxtAnBbM8Pl7wC\\nk8O+TClme34Ft0YcLUow7LGKsUwW+07Gw0Y8zbDnBEhFmg/ZlGBuA/ZxOYRgVgP21epAZ/o+Tmm1\\n2esAIo2sUaYUszy/pRxuhn2co0sIpjGGguJUjWM8xicEec7D5eFVc5hznI+xNyINp5rxj7iayeFq\\n7Bv5hy7kE+pAJqUYaZG9Qwlm+Cw852ZzOPHuxLsvZe9+6OYNuDOpkU6UaEIV1Ej/2xsH0Pu/7waZ\\noi7YwvNw/idP40tVaqSPHz+OG264Ab/927+NjRs3IpVKjYs/e/YsfvjDHyKVSuE//uM/JmWMSY10\\nogmXG3udFgJn6NhWG4ao7MCZi3XxBGS91EmqIa/q7jRR2UE1WyXGEKKiuQpB5ZOYTI0YmxDZuVYp\\n2vAkHRsrIGsYLdXwCJDbj7iUhrVfqRoxpmowA8htTkxKw9qvLBdh/Vw0pkxpyCAlBM5TGp5fWgi4\\nFR2KeVWOcfZ+A/aGEBUNZzRR2XW1WfbxcVRjEm2gQ9TEuRX2Wox9nvOqHKPsDQEUKKlg7zRgnxYC\\n57WxLWaaZX+aamHtaDvsqUAF+1o5XK2pUKBaHCvZC3BKwrrdWjkcZ29TGtZMN8deYJTS8Pyqsa82\\n/mgOp4QI99oFavvHqYh/6E36R5y9mAL2VAj4TbCP+4cV8Y9cDfZ1/YM3zuHEuxPvvuy8G4kSJfpN\\nkGEYWLVqFbq7u3HjjTcin8+P+8ypU6fw1ltv4fTp0xdhhGNKLqQTtaQUgJeyaZxT+2FuGy3DIgR7\\nOmVd001lGwM+x5NdOQjIOrvbyjaez6VR0OQ+sNsKZZQpwb68vPv0uZKNTs7xsy7Z4n6e42ODaWN/\\nPo2Smmw8NFrGaZ2GdXabihYMATzVJb9jseNhhulgTz4Di8par62FMk7oWljrdVfRggDwy04Zc5Xt\\nYcB3sKsjA0c9jXmgYOKoruPDtNwP876iCQbgGRVzneVimsPwXEcGHpF1dpuLJj41dHyq9sPcUjDh\\nEeC5Dhlzvemgj/nY0ZkDh6yRHipa+Cil46ihgQrJxCEEuzokxxvKDrq5jBGQdXZ3lKwK9p8fLcOM\\nsL+5bKM/wn626+PWso0DuTSK6kJxW6GMcxoNa1I3lmzkI+wXOD4GTRv78mmUI+xP6RreVhxvL1rQ\\nAPxCMVlie5juV7J/sFDGcV3De2kZc3fBAo9wvNp2MeCzkH0P49hSMHFE13FIsb+/aMKPxKywXCxz\\nPOzoyIERWWd3f9HEJ4aOzxT7bQUTboT9atNBb4T9DI9hqGThUErHMUODptjbhGCX4nhjjP1Mj+H2\\nkoUXc2mc1+Q+0tsU+71qbBvKNnp9yVFA1khvrML+rEbDmtRbSxayXODniv1Cx8Og6YTsc1zgwdEy\\nTupaWON4R9ECibBfqtjv7sjAJrJGemuhjGO6hvcV+3sKJjiAp1XMNZaLAYdhZ0cGLpE10puLJj4z\\ndHys9pHerNg/q2JWWi6WOB4eV+yn+Rz3FU18bOg4rPaRfqhQhkuAnYr9GsV+u+I46DHcVbJwMJvG\\nWbUH7+dHJfsgh9eXbXRxHrIfcX1sKtt4IZfGqPKPhwplmBH/uKVko5vLvAdkTectEfYZxf60RsPa\\n3ttKFtJc4BcqZpHyj735DEwqa6QfHJX+EdSG3hnzj2Ux/+hiHFsLJo7qmqw1B3BvQfpHwP7aGv7x\\nmaHjE5XDmwsm/EgOrzJdLGYeHu/MgUHWSA8VLXyc0nEk4h9uxD/WmQ56+Bj7IY/hzph/tO7dAtsK\\nZl3vnu/4uPlK9m7lH4F3ayrvm/LuXBrntCvXuw/rOj6aZO/+P0iUKNGkqu4a5alTNpvF5s2b4fs+\\nKK2+MiybzWLdunUolUpTPLpKJRfSiVpWo+0zAIzb68Jo5o8zFqO38QettRFDY8edzJhqdWv1hkxF\\nZd1aoy1gwi+8gtnHn4I1e5xW2RNR+eRs0tjH1A5HbYpyWBPV6yhbyeFm/GM8+yYGd5FyeKrYxzkG\\nmmj2V7p/TJV3T5l/XEbsa/lHo+O0U++dKFGiFiVi/3cqjlfjWLlcruGS6o6ODtx+++0TP64WlVxI\\nJ2pZcnugsXouYKx7sEllVeAS1Yk1WAI24DMM+KxqTIlSdHKOpSomuEga9BgGPRbWnUZjHCKXgAWv\\ngwnLiOcDHsIlYSQSY8dj1HcGHZaDZXHRzwTjDV4Hy+/mqZjg/HJcRBhUxgTfG3RlDr6zi3HZ6RcI\\nt1sJx6o+E3QTdtTrPsbRV4d9fxX2032G6X51ji4hyAPj2A95DEN12OeqcIyzp6LyfLRIDFczsDj7\\nVBPs54ednOVdynyUPWmOfTfjstMvEG4zFGe/OMa+3+fo92uz722DfRYRJuojwx7DsMfC48bZZyKM\\nAgUdlgP2Wox99O8gWA46N8Y+w5thH/07BzqaYB/kcMCgh3H01Mhhi1IALGQffMc0n2FaDf8oU4ru\\niH8EY53hM8yowz6N8f4xM8jhGuxTVdjPjrHXxfhcCl6zGv6RrcM++MyCWA53Mo6ltXI4xj44n8S7\\np8674/7R53P01fGPy9270015d6V/tOPdiRIl+s0V5xxcldVQSms+rZ5KJc3GErWk53btwnM7d4av\\nOWTzkqg8Qiruvscb7lS7ke1QEtaoVouppvhxCBrfSIvWmFWLqXbcenWStY4brTEDxp9zPIZATuKy\\ndWKa4Rg/v2ZifFL5FGMi2FdjMhXsCeSE62Kwj4+1HfbN5PDlzD5+nGr+EX9v8vyj8onfRLBvh2O8\\nMRMw/nzimogcTrw78e5a53Op+sdtGzdiY9JsLFGiCVXYbOxXB9D7v++Z+mZj85aPazZWSx999BHe\\ne+89EEKwdOlSzJo1q2pH74lS0mws0YSLAPhpVy68W3x/wcRrmRQ+SclUWmE5GPA5Hu3OwxACfT7D\\nbWUbj3flw060WwomXsmmcNiQMatNB52c47GePFJCYLrHsMG0saM7H04wt46W8Xw+jeO6jLmhbMMQ\\nwM7ODDQhnyStMx082i0bEhABbC2UsTefCbuL3ly2wQDs7ZAxc1wfKy0ZQyAbzTxQMLErn8VZXU4x\\nN5YslCnF8/k0NCHvjl/tuHi0Kw8K2dRnc9HEk5258GnG7UULZ3SKg7m0ejLoYpHr49HuPHQhkOcc\\n9xQtPNGVC58c3VuU9cGv5VJyb1LLxSzfx44uGdPNOO4oWRXsNxdMvJ5J4VPFfqXloN/neEyx7/cZ\\nbo2xf6BQxkvZNI4o9mtMB3nO8UxHFhrkk6SbTBvbu/PhxGjraBkH8pmwq+6NZRsagF2K44jrY41V\\nyf7BQhl78hmcVjEbSjY8AuxTMXNdDyssN2RvCIEtBRM781mcU+xvLVkoUooXFPtFjodljofHunKg\\nkE9Q7y+a+GlnLnxacU/RwjGd4mXFfpntYoHr4zHFvoNx3F2y8HhXLnz6cl/RxGFDx+tZyf5ay8VI\\nhH0P47i9JP97eRH2r2VS+EyxX2U56PU5tiv203yGjVXYv5hN46hiv9a0keUCz3ZmoQlgyPOx3nTw\\nWIz9/nwm7Kq7vmyDANitOM5yfayOsKcq76PsbylZcCjB/ryMme94uNZx8ROVwymVw891ZMMOv7eV\\nLIxSihcV+8WOhyWOh+1deVAIZLnAfePYy/rgVxT7q2wX8yPsOxnHXSULT0bY369y+GPF8TrLwbDP\\n8Lhi3+szbCrbeKIrH3ZT3lww8WrEP643HXRH/GPAZ7ilbGNHVz5cRrq1UMYL2TSOqZh1po00F3hO\\nsR/2fNyg2AfT+AdHy9gXYX9T2YYAsEexn+36WGXJGECWHGwtmNidz+CMivlcyYJFCQ4o9gscD8ur\\n+MezHVmMKvabihbO6RQvKY5LbA+LXQ+PdeehCYEc57i3in8c1XW8qvxjue1ijudju+LYxTjujPnH\\nZHj3DI/h5ivZuxnHPaXEu9v3bukf7Xr3bUiUKNFvgs6fP4+vf/3r+MY3voHu7m7Yto1vfvOb+NGP\\nfoQzZ85ACIGhoSH83u/9Hn7/93+/qYvwydLFfyae6LJTSm2BEkyGc5yjTEnFtigeUPFaFzIm6Mib\\nVd9RL4aqmGBSkKkSY5PK10RUfke6iRgRO25KHbdMasfwWExWMTDrxDBUH5tVJ8aPxRhtsNfU+QTb\\nGVVjHz/uhLAXk8M+zvFC2Nt1YuIcDTU2N2TfOIfbYU9UTHBB1wx7oAbHFtgbbbDPKPat5HAqxr4d\\n/2iFfXBBN+X+UScm7h8B+1ZyONOGf1yYd0sl3n1h/nGlenc7/tEO+0SJEk2ixBT/r4ZM08SPfvQj\\nmKYJIQS+973vYc+ePfjyl7+MJ598Etu3b8emTZuwe/duPP300xMMoTUlT6QTtaVOVrldRycTFU1E\\nOtTyLDtSv9AoplPFmLGYaKORcTFMxgQXNyTyXqOYaE1jJxMQiI0N42OCurOUAFKscvuRTla5/UgQ\\nE5xPsPQvzqBaTFnFBFuDxD/TDvs4g2rsvdj3ThZ7uw32wZOLtADSrLLhWLPs4+cXfw2Msc/zyjwJ\\nPtMMe6sV9qz6f+Nm2EdrGptmrzgaAjCq5HB99gJphpbY55pkHx1ryL4N/4izbyWHg/dEC+y1Wjlc\\nh30t/6jHPsMFMmjOP+LsJ8I//HpMfkO9uxn/SLz7wvyjmncnSpToypYQAsViMayH3rlzJ2666SZs\\n2bIFS5YsAecclFL8z//8D1555RVs3rz5oo01qZFO1JJ2xmqkBSprmOL1ZcD4WqhxMaRyv9BmFK/Z\\najcmPpb4WH1Cwr10m42pVhsWr0eMx3CCcK/ZQAyyfrJWTDvs46o21kYxzbCPf0e8Lg+YHPacENCE\\n/aSwb4djo5j4OCwq95UVLcS04x+N6jerqR3/uJzYJ96deHe177iUvPvWpEY6UaIJV0WN9P+a4hrp\\nx6rXSB85cgSLFy/Gu+++i+HhYWzatAlf/vKX8cADD6CnpwcAcPLkSfzLv/wLTp06he985zuTMsak\\nRjrRpGhXPhP+gK+yXLydMcK71NN9hhwXYc0jAKw3HTzbkUVW3Vlabbn4VSYFV/2qDnsMGgQ+M8Zi\\nbjQdPNORRU7FrDUdvJxLh3e7Z7s+fEJw1JDTFQK5d+rufCacKKwzHbyYS4c/1vNdH2VKwnoxQ8ja\\ntN2R87nRdHAgl0GwsHax4+GspuO0PvaE52rHxd7cWMx6tQdqMHG4yvbwftpASd2F72Ici1wfu/Pp\\ncLK03nSwKzLWFbaL99JGWKvX73PM8n3syVXG7IyM9XrLxZsZI3w6M8NnyDZgv8Zy8FomHdabzvQY\\naBX2UY5rTQcHc+lwqeAc14dHCY4qjlTI790TibnBdPB8Lh1+5wLHR0kbY58SAissdxz7/bkMqGK/\\nxPFwJsI+zwWWOR725tLh5D3O/jrbwwdpI1wK2M04Frg+9tdhv9J28U7GCJfITvM5Rnwfu3Pp8GnI\\netPBcx2Z8Duut1y8EcnhQZ8hzUVYb1qL/auZdPhkb8STCzYPt8B+ruvDoQTHFEdNAKsbsF/oeCho\\nWljrm+EC1zoududi7POZcCK7f4tmMwAAIABJREFU1PFwStNxRh/rzr3E8bC7LnsX70dyuIdxzG/A\\nPu4fAz5DN+f4IDX2Qy7ZZ5FRHOPshzwGAwKf1vMPy8ErEfazPB8cCOtNA25x/3gpwn6e68OiBMcV\\nR13I2vh4DkfZL3I8nNe0sNY3ywWWV/GPvfkMNPV6me3hRErHWVUz3ckEFrveOP/Ync+EFzhx/+hj\\nHHM8Hwfq+Efi3ZPr3XH/2NmRCZuyJd7dnnffikSJEk2aWru/OenHZIxh+/bt6O3txZkzZ8A5R7Vn\\nvw2eB0+6kgvpRC3LIQSfpnQ1kXSR5gJv5FIA5GQszwU+SBkQZGxbHosQHE4bSHE5GTOEwFsZGTPs\\nyQnc+ykDIMA8R8aUKcERw0CWC6yFA00IvKNiZrs+slzg/bSccAdbjZzRNJQ0gg4mADggAngvIz8z\\n3/WRicRcpbbZOKVrsCgJt0MSAD5IG4CQ35sWYzHXWS4A4ISuwaEEfb6MYQA+ShsgQn5vnnO8ms0A\\nkM2QAOCYrsMnkhEg7/R/ktJBhZyMZbnA61l5fv2+jDmq62BEMgLkE6CA/fWK/ZuK/Qw1EQ7YB9vy\\nmIp9mgussRwYQuBtxXGmJydwAfsFiv15jWJUoxH2wLuK45wYxyV2DfYA3lOfWeD4SEdirrbdCvY9\\nEfbvK/ZLHA+pCPsVEfYuJehX7P0I++sU+9cU+9Ux9jMUR1ex14S8kM5ygV8pjtMi7DmRjAL2n6V1\\nGBH2b6mYwRj7OXXY/1qxH/EqczjY5uWcRlHQqFqW64BG2M+NsQ+2ijmtayhTopZFyvFHvzeaw9co\\njid1DTYl6I3k8IeK/dIY+5Uhex0ulTcbAFnT+VHaABXyQjrPOV5X7NeYlTk8qDg6EfarLBeZiH8M\\nxPxjJOIfnyn/uN5ykYr4x1DMP+ZG2B9JG8hwgbWWAz3CflaMfbBN1FlNQ1Ejalmu9I/3Fft5MfbL\\nIuxNSsLtkEL/UN8bZX9tHf84pHJ4mV3JfpUpY47rOjwiGQHSPz6O+Ecu4h/rYuyHIuzb927R0Lvn\\nX+ne7VV6t9bAu3ncu9NXrndzjPlHbe+W/nEh3p0oUaLJEgGE+t9UqM5xNE3D7Nmz8fTTT8MwDKTT\\naZw/fx62bYefOX78OEZHR9HX1zcVo62p5EI6UdvibfytsTZiojVlU3qcJr6jnZh4rVcznuXGYtph\\n3w7Hi/bfuA2OzcS0w9G5SOzb4Xix2E90Dtdaonop+wdr4ziXIvtampDza+o4LYdcNO9uhmPi3eM1\\nEd6dKFGiK1ednZ34i7/4i4r3Fi1ahFwuF742DAMrV67E4ODgVA+vQkmNdKKWtHPXLjyyZ3f4OiNE\\nRedShxJ0MQFHvVWmFPM8Hye1sUqnrBAVnWY9VWcX3G82KcUcz8epSExOiIrOnoyQcCkkIGsrZ3kM\\npyMxXZyjEGnaIggBicTYlGDYY+ESSgDo4RznIzHxCb1LCGYwhnO0dkx8X9gypRj2GUYjnUfjMXGO\\nNqWYxhhKpHZMnKNL5RMFtwX2vqqZC5b+VWMf5xivZbMpwUyP4UwkpptzjNLalYXNsI/vTeoSgumM\\n43wdjmmBMPeC8xn0GQpTwD7PRLjs0qQUc5tgb4ixemCLEsz22CSwr5RDCIYYw9k6OVyN/QDjdXM4\\nLUTFTYf22BP0Mx52/m0mh11CkBMi7Gx8KfuHQwgGW/SPZtjHOVqUYjpjKNbJ4cS7E+++3Lx764Zb\\ncEdSI50o0YQqrJF+/Xn0fP4e0Ehp1WSKux5Gt/8SX5rf/D7SUZmmCcuykM1mKy6wJ1JJjXSiSdE5\\nXUNe1W11+QIndRrWPRHICVkwITAgJ9du9AfUFzhmaGENHQB4IGH9ol4lps/jOJnSxhqlCDm5Cu66\\na5A/1tEYgwFFjYZ1XLoAvOg2ITViCtrY+WS4gEVpWPsFyMljNCbFgFGdhvVwHUygqNOw9suAgEXH\\nx5zXxxh0MIGSRsPzo1UYpFgl+25f4ESEPSAnZPXY9/ocxwy9gr3fgL3OUDE2IgAe2V6lFscoe4O3\\nzj7LBexx7FGFIw27E+eZwDltjL3eBPtOJnA6xt5uir2GjIjkcIR9NY7V2LMIew1oyJ42yT7KMcVF\\nxb+TGjHRHM5xAXOS2Mf945Q+lic0xqBaDnf7AscNLawdBaR/eHXY9/kchw0dHTw6vSfhE7hm/ENT\\n7AMizbBPcwGHkvCBG0Fj/8gzgZJOKy42q7Ov9I+yRsOaaa2JHE68O/Huy827p2Z6nyjRb7Yucslx\\n08rlcpN2Ad2KkgvpRC3rI0PHCUODLoBto2U4hGBfXtY13VS20ck4ft6dg4CssxvxbLyUTaOgUaQ4\\nsK1QhkUIDnTIu0+fK9nICo6nOuUfxDzHx0zPxgu5NEpUTnIeGi3jrEbD2rxNRQuaAH7ZKb9jseNh\\n2JMNTyx1d3+rV8YpTQvrw+4qWiACeFrFXGV7GPRkox+HyDq7mZ6J47qOD9M6IID7iiYEgGfUWK+z\\nXMzwGXbnM/CIrLMb8Uwc1nV8mtJBBLClYIIB2KVirjcdDPg+Hu/KgUPWIo54Fj4xdBw1NFAhmXgg\\n2NMhOd5QdtAnfDzeITkOezLmkKHjpGL/+dEy7Aj7m8s2OiLsZyv2L2bTcmLEBbYVyjAj7DeWbGQi\\n7Bco9s/n0ihH2J/RNLytON5etEAj7JfYHoZi7B/0yjipa2Gd3d0FCxDAMyrmatvFoMdC9j2K/TFd\\nxyHF/v6iCQ7gOTXWFZaL6T4P2fdH2H+m2G8rmPAj7FebDqb5Pp5Q7Gcojh8bOo4ZGjTF3iUEexTH\\nGxX7JxT7mSrmw5SOU7oGQ+W9RQj25eVxNpRt5CPs59RgX46wv7VkQRMiZL/Q8TDTc0L2OS7w4GgZ\\npzUNv1bs71A5HHBcqtjvy2dgE1kjvVWxD+oT7ynIHH5WHfcay8Wgz7Ann4FLZI30TM/EUV2XzY4E\\nsLkoczhgv9JyMeBz7M5n4RHVkM0z8Zmu47Cq032oUIYXYb9GsX+8SzIZjLA/rth/XvnHXsV+fdlG\\nr+Ah+xHF8WA2jVHlHw8p/9ivjnNLyUZOcPxccZzryhwO2Gci7F9QMbcp9r9QMYuUfxzIZWBSWSMd\\nsH9Hsb8z5h/LYv7RpXL4hK6FNdL3xthfW8M/jug6PlE5vFn5x04Vs8qU7Hfls/CJrJEe8Sx8aug4\\nEvOP3co/1pkO+tmYfwwp9hfm3QLbCmZd755/pXu3V+ndWpj3TXh3SsdJ/cr17qO6jo8aerf0j3a9\\nO1GiRJMogalvOHaZXLTXU+31f4kSNVDd/I/9o9HMH0vsM3obf2BaGzHxrUumOqbeV7UTc6WzJ1PE\\nvtZxJpx9TO1wvNjsJzqH48e5lHN4ytjXeD/xj4sXc0n4x2XEfiK9O1GiRJMkMYX/uwKUPJFO1LIG\\nGMMAk3eHgy0/lqtOnrZ6fbUjXwc1k0O+jyFf1u4FCmJMStDJgeUqJmhEMuL5GPFkDR0gJ5JBjKvq\\nS4PXQSOcuZ4HeAhr1gyMfcYhcm/L4LVQU9MFrlcx1qzg484neB0sR1wUi+niYzFWLCZoxrJUnV9Z\\nMehjDH2KY1D7Fp6f+o5lTvCdMmY6Y5iuYspNsh/2fQz7Y+OKs89XYT/L8zErwp5GOLqEIBtlj+rs\\nU5HPOFTW5o2xR1X2uSbYL1YxQfOZbs7RHbAnzbHvZwz9QQ7XYH9VjP0Mn2GG31re12dPkeVs3Fhn\\nez4QYa/F2KcjHLliP08xCdinY+yjxw2uyBbG2HfwZtiPjQOQdY49DdgHOWwqjtMYw7Qa/uHE2Afn\\nM+j7GKzhHxYl6I7kcDC2mb6PmTXYlylFOsI+8I85QQ6rGD3G3qjiH/NjHDN12AeNweL+0VmHfbD8\\nfEns/HoZQ2+tHI6xD7hdmHdX94/Eu5vzj+k+C3dsuBK9O9+Ud1fmZzvenShRoknUlF7c1ro9fHkp\\naTaWqCU9t2sXnt25M3xNICcFQZ0TIH/QjUhaxRuPCIz/83EoCffYrBZTTY2OQzDeE1zVoKXWZ+LN\\nZgA5UUjXidGBsNFRIJuScO/Laqo2VpOSsFYPGM+pWkycffz8mmEfH+tEsK/2HRPBPq44ewI5gZwK\\n9o1yK2E/Xs3kcCP21Ti6lCDVIsdG7CfKPxrFtOMfk8U+8e7Euy9l/9i0cSM2Js3GEiWaUIXNxl57\\nHj3b7gUxpqYbgfA8jO74Jb604Oq2mo1NhZJmY4kmXATAE1258C70AwUTnxk6fpVNgQrgesvBgM/x\\naHcemhAY8BluK9t4rCsfNgN6sGDiYDaFTw2ZfutMB52c47GePHQhMOQxbDBtbO/Ow1fHfGi0jAP5\\nNI7qMuamsg1DAM92ZkCFfIq3znTwaHceHHJ529ZCGXvzGZzQNQDA58o2GIDdHTJmvutjpeXgJ915\\nCMineA8UTOzKZ3Fal3e/N5UslCnF/nwaVMj9Ma92XPy4Kw8C2ZRpc9HEsx1ZnFNdTO8qWjijU7yY\\nkzFX2y4WuT5+0p0HFQJdnOOeooUnunLhXfjNRVlj9kpOclxhuZjl+3isS3LsYxx3lCzsiLDfWjDx\\nqaHjDcV+teWg3+d4TLGf7jPcGmP/UKGMF7NpfKbY32A6yHOO7Yr9TI/hJtPGY915sAj7/fkMjimO\\nN5dtaACeUxznuD7WWJXsH4yx31iy4RFgj4pZ4HpYYbkh+4wQ2FIwsTOfxRnF/vaShSKlOKDYL3U8\\nLHM8/KQrBwIgzwXuL5p4piOL84r9/UULx3WKlxT75baLBa6PRxX7bsZxd6mS/ZaiiSOGjlcVx5WW\\ni5EI+37GcXsV9q9mUvgkJTmusRz0RtjP8Bk2NmB/o2kjy0XIfsTzsd50QvYUwIMx9hvKNgiAnYrj\\nXNfH6kgOGyrv9+QzOKlibi1ZcKisQ6ZC1gNfq3IYkI2BNhdNPNeRDTvx3lGyMEopnlfslzkeljge\\nHu3Kg0CggwvcVzTxdEcWoyF7E8d0DQcV+2tsF/NV3mtCoIdx3FWy8HhXLnzy9UDBxGFDx+uK/SrL\\nwbDPsF2xn+YzbCrb2N6VDxsxbS2YeDWbwieK41rTQTfneFRxHPQZbinb2BFhv61QxvPZNI6omPWm\\njXSE/SzPxw0R9ppivy+fwXHF8ZayDQFgl2I/z/WxKsI+JQS2FkzszmdwSsXcVrJgUVkLS4WsB17e\\nwD/uLFo4p1O8oDheZXtY7Hp4tDsPIgQ6Oce9RQu/7MyFHY0D/3hZ+cd1tos5no9HFcdexnFnLIcn\\nw7uHPYabr2TvZhz3lBLvbt+7pX+0692bkChRokSXlpK1MolaVoYL2JRU7B/pEhIu5wLknebo65SQ\\nMcFS1Jz6jnoxuooJlK0SEz8uFZXfkWkiBrHjptVx7TrnF48xVIxTJ4bHYoLzcVuISbfBPhhbcJ9/\\nqtiHHCeYvahxfq2wD/LCqxPDUD2Hg6Wo+SY4xtlX4+iTyhgtxr6ZHKa4cPapC2DfSg5fCPuJ9o84\\n+3b8g2Di2LeSwxfCvj3vlkq8e+x8WsnhYGxXqndfiH+0wj5RokSTJCH7GEzl/5pdSv4nf/In+KM/\\n+iO89dZb4Xs/+9nP8JWvfAXf/va3J4dHk0qeSCdqSz2MV0zgepicZpUpxQA4utUWHRVbpzBeMfHo\\nYTzcugOQ9ZZA5Y9mD+PhhUvVGHXc4Ht1CPQwEU6468UEP95pIZBmlX/NPYxXLDsLYoKxZYVAlomw\\n5rFeTFCrFmy9Ez8fpwrHoH6xk1eeX/CZWuz7I+wdGmfQmH20prFZ9u4Us88JgdwEsa/GMWDfVYN9\\nvRxui314XHlfk6J19oaQ7EUz7NXYMkIgw0TFetHG7DlybKzmMfgMqxJjxXI4zqBWDgMsZD8R/tEK\\ney3I4RbYp4RAiomK+UAj9u34R7B1UnxszfhHs+wv1Lut3zDvbsc/frO9W/rHhbJPlCjRb5bS6TQI\\nIaCRXgmapiGdTkPXL+6lbFIjnagl7dy1CzsjNdIc45c1+Kh/hyZe69WolmqiYuK1YdU+Q1B5g6yd\\nGEZIxR6wwHhO42PGd04NlpjW0sViH6+Xa0btcPQJCfcUbTbmYrG3af3avmpjv9zYt8OxUUy1HG6Z\\nPSEV+/FWUzPs459phn38M3FdSuzjSrz70vEPIPHuZthvTGqkEyWacIU10q8+j94prpE+v+OX+NLC\\nxjXSH3/8MTjnGBwcDPeOPn/+PM6cOYN8Po/BwcFJGWNSI51oUvRsPhv+sK61HLyZSYVdY4d9HwM+\\nxwu5dHhhcYtp45cd2bAhzQ2Wg9cyqXAJ2GzPBwXwsTGWjhtUTPAd600bL+XS8CKdcj1CwnoxAwLr\\nTAfPRcZ2k2njQC4TPi1b7HooURLW6mWFwErLwc58NpxcbDBt7M1lwh/4qxwXZzQ9rBfr4hxXOy52\\n5cZibjFt7FI1kABwre3iaErHaU3G9DGGRa6P3flMyOAW08bOfDacOKy2HbyTTqGk7sLP8Blm+T72\\n5Spjnomc3zrLwa8yqbBWb6bvo9/neLEO+xstG69k0uFThTmeDxJhTxW3X3Rkw+Y5600bL+Yy4VOD\\nBa4HlxJ8pjimhMAaxTEY282mjf25TLgcdInjoaiNsc8JjhWWO479nlwmzIGrHRenI+y7Occyx8Ou\\nXCacQMbZX2+7+CTCvp8xLHB97Imxfy6fDSd6a2wHr2dSKCsmgz7DiO9jby5TwfHpjmzY0GqdJWOC\\nHB7xfaQ4cCg1lsPV2L+cSYdPgeZ6HgRIWOurQWC96dRlv9D1YFOCw4pjWgisbsB+qeNiVNNwTMV0\\ncI5rHRc7czH2+Uw4s13uuDip6WGddQ/nWOJ42F2XvYOPUzrOKPbTGMP8Buzj/jHk+xj2Gfa1wH6W\\n50OH3N8+0Dj/sGwcjLCf53lgIGGtrw6BG0wHT3XkkFNPwG4ybTwfYb/I9WBSgiOKY0YIrKriH/si\\n7Jc5Ls5pGo6rmE7OsbyKf+zOZ8Ktga6xXRxP6TilOPYyjsWu15J/TGcMczyZw7X8YzK8m6j8S7x7\\nvH8805GFEcnhxLtb9+6NSJTo0tXevXvx6KOP4tChQ+F7hmFg7dq1+NrXvgYhBAqFAn7wgx/g5Zdf\\nxujoKHp6enDzzTfj9ttvDy8GOed4++23sWPHDrz99tswDAPXX389vvCFL6Cvry/8bsuy8MQTT2DX\\nrl04e/YsZs2ahbvvvhvr169HOp1u7yQEpq5zdwvHmTt37rj3enp60NPTM3HjaVPJhXSiluUR4HBK\\nhy7kZCzLOd7KyT/aYV/+ZB/XNQgCzHLla4cQHE1rSHEAloO0EPh1Rt71mu35yHOOj1I6QIB5joyx\\nKMExQwsnBYYQeE/FzHc95LjAR2mZwosduRXHeY2ipBF0qCVnmhD4QMUsdj1kIzFX2TLmrE7lFjpq\\nSRkBcCitA0JOxjJiLOY6S27FcVqncChBny9jBICP0jqIkJOxdCSmz5TTwZO6Bp8g3ALFJ8CnKV02\\nm7Fl45g3spJjsM3SCV0DI8CwJ1+7EfbrFPu3FfuZMfazFXtbsU9zAVjy4usdxWSO5yMXYb8gwv54\\njP37KmZBjOMSuwZ7CHyYljFLHA+ZSMzVaouTgH1PFfZXO5UcV0TYu5SgX7HnAD5R7K+3XaQiMf0x\\n9jO8MfafpXRoQl5I5znHm4rjYIQ9J8DMCPsjaR1GyF7g1zl5fiO+zOGPUzoEkU18arF/V3Gc63mS\\nvRrrQpXDpmIfdPTVI+wXxtgvVezP6RRlStCp2NMI+6WxHL5GcTyjU9iUoDeSwx8r9stj7FeG7DW4\\nFJimYphiT4W8kI6yn2ZW5vCg4uhF2K+1HOQi/jGkcjhgPxLxjyMR/8hE/GNWzD/mRtgfS2vywsSS\\nORywnxdjvyjC/oShI8/H/CNgvyjGflmEvUkJusIcFvhIsV8WY39tHf/4WOXwNTH/6DVlzCldg0eA\\nAZWfLOYfHRH/mB5jPxRh3753j+VwLe+ef6V7t1fp3VoD7+Zx705fud4NxbG+d0v/uBDvTpToUtWR\\nI0fw2muvYcaMGVizZg0AQNd1LFiwAABQLBbx3e9+F4888gg2bNiARYsW4fjx4/j+978Pz/OwZcsW\\n9Pf346233sL3vvc9vPvuu1i+fDlc18VTTz2FU6dO4a//+q/D5c0//OEPsWPHDsyYMQOLFy/GoUOH\\n8N3vfhee5+HOO++8aBwmQx9++CHee+89nDlzBp7nVfzbwoULsWHDhos0suRCOlG7ErEtMuLrttR7\\n0fo9iLE9UevFxF/7se8Yt/6yytjqHqdGzLjj1BvXBcR4sRgR+/dqTNxYTDvs63KsMf5LmX2cYzMx\\nE8GxmZj463Y4jju/S5j9uByuEjMR7KfKP+JjbY596zGXk3/UPb8a47+U/WMi2DfDMfHu8e9dsHcn\\nSnSJKp/PY+PGjfjiF78YvhfU8JZKJezYsQODg4P40pe+hIGBAZw4cQJ/9md/hldffRXr1q1Dd3c3\\nXnjhBbz++uu4++678dBDD8GyLDz66KN4+OGH8Vu/9VtYtGgRzp8/jx/84AeYPXs2vvCFL2D+/Pl4\\n8cUX8f3vfx9PPfUUbrjhBnR1dbU2eEHG/jcVEqT633tMu3fvxve//32cPXsWlFKQmBfYtn1RL6ST\\nGulELWnnrl34yZ7d4eu0EBU/+pZ6KhZtUtLFOQqRBgHxmHitV5lSzPL8cCseQC6jjHYDjddtWZRg\\n2GPhNiaAXMJaihw3XoNlU4IZHgu376k21vhcwiEEA4xVfCYeQ1DpDS4h6GM8XPpXLSYlRMVEwaQU\\n/YyFS/+qxcQ52pQgz0TFZCgeE+cYr5kzKcVIA/bx+jeLEgx5LNzGBJBLWIuR43IQULTGPi6HEExj\\nHMW6HBFukxScXy/jKNeJGZ/DFH0tsncoQZaJsAlXmVLM9nycaSGHTUow4rG67OM53Az7eA7bhGAG\\nYxhtIYcdQtDfYg63x17G2K2wVzXSwXjb8Q+TEsyM+UdWiIocqMZ+MJbDjdhPlX+UKcUAY+Gy7Wox\\nk+HdzfhH4t2Jd1eLaca7t2y4BbcnNdKJLlH94Ac/wMMPP4yhoSGsW7cOnZ2dWLRoEa655hp0dHTg\\n6NGj+OpXv4qBgQH8wz/8A6ZNm4YTJ07gj//4jzF//nx89atfRV9fH/7+7/8ehw4dwre+9S0sXLgQ\\njDG88847uP/++/H1r38dX/ziF3Hw4EH8wR/8Af7qr/4KW7ZsQS6Xw/nz5/GP//iPeOONN/DNb34T\\ny5cvb2rcYY30Ky+g96EprpF+/Bf40qL6NdK/8zu/g7Nnz2Lt2rUYHh4e11xswYIFWL9+/aSMMamR\\nTjQpOqGPLTvN+wxHda3iB92iqPjx7mccx3U97Drb6TMcNrRxzZnc2AQt+mPe7fn4JK1XLHf1Ca2Y\\n9NmxmB7GcUYbG1tGCNiUVjwRcGMxfYzjtKaFk8OO2KSi2tj6Gccpfex8ehjHWZ2GtV/VjtPPOE7q\\nY8vvpjOGc5pWOcmpEhNl31GFvd2AfZfv4zNDD8caTBwbszfC2lFDCHiUVnRajcf0xthnuYAVYx+P\\nibOPT+hqcYyyH2Aco1pr7HNV2JuEVEzkm2FPY+zj+RhnTyG75Lp1Yro9Hx+njfC/X0oIuC2yz3E+\\nLu+rsY9y7KrC3mvAcYCxptjH/eOYrlVeWFVhH83hDp/hiKGFdZOAzOP4BV4FR9/HJ8aYf2gQYKjc\\nvmicf3g+Dqf0kGNaCDiUVnQob+Qfec5RpnTcTYl6OdzNOEZ1GtZMA43ZT2cM5zWt4mLTbIJ94t2J\\nd0+Ud5/StLDp32R5dzJhTXQpq7u7GwsWLMDo6CgOHjwIy7LQ2dmJu+66C1u2bEFnZycefPBBPPLI\\nI3j44YfR39+Pw4cPgxCCtWvXYmhoCEeOHMHp06fR19eHWbNmAZDdqXt6ejBz5kz8+te/Bucchw4d\\nQiqVwvDwcNh8q6enB4ODg3j55Zdx+PDhmhfSnHMwxhA8R3VdF4ypX7YmnhBPmJo81sGDB/Gnf/qn\\n2Lp16yVREx1X4kuJWtanho4ThgZdANtGy/AIcCAvG43cVLaRZQK/6M5CQNbZzfV8fJTScUanSHFg\\nW6EMhxC80CHrwz5XspEWAr/slHej5jk+5ng+Xs6lUKIUWS4wMurDpAQvqZqyTUULhhB4RsUsdjzM\\n9ny8mEvDorLWK3gqFdRF3lW0oAmB51TMVbaHEc/H83nZwKWbcczxfJzSNXyoar3uK5ogAHZ2yPO7\\nznIx0/exP5+GR2Sd3VzPxzFdw6cpWeu1pWBCANilYq43HQz5AnvzGTAia6Tnej4OGzqOGhqokEwY\\ngH0q5oayg+lC4KcdsnnOsCdjPjF0nFTsPz9ahhthf3PZRibCfrZifyil46xOkeYC2wo+7Aj7jSUb\\nqQj7BYr9wVwK5Qj7MiV4STWTub1oQY+wX2J7mBVjP9vzcUaneE/V2d1dsEAj7K+23Qr2PYr9SV0L\\naxzvL5pAhOMKy8Wwz0L2/Yr9UV3DZ4r9toIJDmCPilltOhiMsJ+hOH5m6DhmaNAUe58A+xTHG8sO\\nckLgScV+por5OKXjlK7BUHnvEIIDeclxQ9lGOsJ+jmL/SjaFojbG3oqwv7Ukczhgv9DxKtjnIuwP\\nKvZ3qBwO2C9V7F/Ip2ET+URxtufjtE7xvmJ/T8EEgcCuDhlzjeVixPdxIC+bb/X6kv0JXcPHKcl+\\nc1Hm8G7FcaXlYshn2J/PwCOyRjpgf1jV6T6kcjhgv0ax35PPgBNZIx2wP67Yf175x37Ffn3ZRjbC\\nfkRx/Dil47Tyj4eUfzyvON6i/OMXislcV+ZwwD7DBUYU+5dUzG2K/dMqZpHyj5dyaZiUIM8FZo36\\nOKfRsCb1TsX+WRWzLOYfXSqHT+sUHyj29yr2OxX7a2v4x3FdwycqhzcXKtmvMiX7ffkMfCJrpOd6\\nPo4YOo7E/GOvillnOpjBxvxjSLG/MO8W2FYw63r3/Cvdu71K79Yied/Qu1Oyed+V7N0fNfRu6R/t\\neneiRJeylixZgq985SvSJfuFAAAgAElEQVTI5/PQdR1vvvkmHnnkEfz7v/87li9fjvnz52PlypXY\\nsWMHnnzySeRyORSLRSxbtgyDg4MwDAOO48B1XeRyuYqGYZRSdHR0oFAoQAiBYrGITCYz7ulsKpUC\\npRSWZdUc53vvvYe33nor/Izrunj33XfHPjCVF9NNaHh4GNlsdtyS7ktFyYV0orZV928tvq4ueLve\\n30EsRm/jjzm+DUkzojXGOtExtT5eb8hUxOrWmoipxZ5fIezJFLEnonq+tsLemCKO2lTlcK2/63ox\\nNd5vi/0lmMNTxr7G+1PlH5ci+0vZuyfCPwIl3p0o0aWvefPmYd68eeHrBQsWgBCCf/qnf8L+/fvR\\n29uLhx9+GEIIfOMb38DIyAg+/PBD/PM//zMef/xxTJ8+HZqmQdP+P3tvGiPHdZ1/P7eW7q7ehsPh\\nvpPDnRRFaqNEiSK1U/tCw0ESv3GQwFk+xEFiJDACAVkAw4H1IQHsPxAn+QNvACcGjDeSJWqxdlIi\\nKVH7YlmWZUmUxH3V9HTXXve+H+6tmlt3eucMSVF1AAms6X6qbv3mzNNVXfecqydPjXXRxZ4xhiAI\\nkpvrXC6HKIpAaarrQvKkud3ayr/85S/xP//zPzhx4gQA/oR6//79wPLFZ/8muovjXX311di5cyeq\\n1SoWLVoEU5l6XqlUMHPmzEkaYOfIbqSz6DlmhVHS2dgR9UtxR9R4mtk60dkzfn1eEGKeaLRnKxpX\\nI6hQ4GKhSZb38EMslN5vsDGNrWkYiGiyHTc8GfaD1HELjKXGpkvbVGjirrGu0JTp2H7jscTbcawU\\nmvj1wYhiUDofWRMfJ+52GjOaHkZJB15XOU485XStO3a+ADA7jDBbaFSOnsI+Hsf8IMT8hL2W0jga\\nQUlinyzNJLrGxscwJW4NTUOVdmZv0TR7Apk9H4/KvtKGfey3qxT2UyOKqTF7RRO1YD8jjJLu6U4L\\n9hcp7OcEUdKBV837TuxjjiTFXoNFo3F/O4v9MHWMnMK+3IT9UoVjUWHfjOOKWCNel/+eWrNPvz4U\\nUQx1YL9WYT8zjJLOxirH8ez59twgxFyRw+PYawSQcjhmsCAIsUBiryvs8xL7+LhLlBzOK/4h/x3E\\n57dMYV+S2HfrH1Miiikt/CO+GVutcJwWRpjWIodDhX1D5PBke3e8j8y7x/vH7CBKuqdfiN5d7cq7\\n06/3491ZZPFlCU3TUK1WUalUcOLECRw/fhw/+9nP8JOf/ATXXHMNTNPEsmXL8N5772H37t34+OOP\\nsWbNGlQqFYyMjOD06dOYNm0aGGPwPA/Hjx/H3LlzoWkaZs2aBdu2Ua/XkxvuIAhQq9UAAENDQy3H\\ndffdd+O2225LpnY7joN/+qd/wv/77pv8DWfrZrrL44yOjuLZZ5/FG2+8geHhYVSr1dTT6SuvvBLf\\n/OY3J2mQnSO7kc6ip2Dgy4rEoQGYFzBYUq1XCJJ6D22iiZfuiMMnaY16HDTZdonWsyYgBNO9sSli\\npAuNT0iyLA/Av1XvpClRgvlsTKN10GjgtYMFiaM6tmYc5/fBvtn5nSn7Zu9pxn6GF7V9T7OxzQl7\\n45hjBAtY978vDYARpNmr72nGcUEQwmJjOdyJfavzO1vs45vX+EDdjG1uz+wZ8j2y1/tkL/tH0AdH\\nrw9NSAim9eEfsyT23fiHTwnm9egfZh/+kXl35t3N3nM+e3cWWZyvYdu8pCF+Yuo4Dg4cOIDTp09j\\n1qxZoJRC0zTUajV4ngdCCIIggOu60DQNuq5j5syZWLBgAZ5//nm88cYb2LJlC3zfx4cffohDhw5h\\n48aNMAwDa9euRS6XwzvvvIO1a9dixowZ+Oijj/DRRx9h6tSpyZJbzcI0zdRTXV3Xkcvl+MZ5Nq0b\\nAEZGRrB+/XoAQBiGOHXqVOr1er1+LoaVRHYjnUVPQQA8XikmT0Durdk4YBp428qBMOByx8P0kOLB\\nagk6Y5gZRri+4eLRSgme+AJpe83Gp6aB9womCAOusj1UKMXPhWZuEGGz7eKRagkB+JOk+0Ya2FfM\\n44CYrrK54cJkwCPVMnTGsCgIsdH28PNqCRF4B9B7ag3sLRZw2OBTY65ruIjA67YIA5b6ITY4Hh6s\\nlsDAu/TeXbPxYtHCMYN/+39T3UFD07CnlAdh/GnoGs9PNGXKcOeojedLVtIt9dZRBycNDfuK+WRd\\n2GV+iP8dKIEwhimU4tZRB8+UixgR3+bfPWrjsGHg9SLneInjY34Y4udVrpkWUdxUd/BYpZh8c39f\\nzcbnpoF3BPsrHA9DEvtZYYTrGi52VErwCf/dba818JqVx6cm57jJ5mugxuznBxGubsL+5WIBBwXH\\naxsudACPlDn7xX6Iy500+3trDewpFnBEaK6vuwgIr/skjK/Ju94Z41hkDHfVbLxQtHBcsL+57mBU\\n07BXsF/tBVjlBfjfKm+sUaEMd4zaeK5kJR1/7xp1cNTQ8Ipgv871MeyHeFCwH4wottUdPF0uoibY\\n3zNq45Bp4A3B8VJRQ/xQtQSNMUyPKG6sO3i0UkyepNxXs/GZaeBdi+fwRsfDoMR+dhhhaxP2r1p5\\nfCbYX227sChL2C8IQmyyPTxcLSEEN+d7Rxp4qVjAIcFxS8MFkdgv8UNcJrHPi7zfXSzgqNDcUHfg\\naQQvljj7FV6AdVIOl0QO7yxZSZfxW+oORjQNLwn2a7wAK7wAD1ZLABiqlOH2cextHDF0vCrYX+z6\\nWCKxnxpR3FJ38FS5mHTvjf3jLcH+MsfDnDDCzwX7GWGEGxT/iNn/UvjHlbaHAUrxkOA4J4xwbcPF\\nI5USAsIv0LfXGnjFyuNzwf4a20WeMjwsNAuDEFdK/mEK9rJ/bG24YOA1t4QBw36ISxwPD1VLoOBP\\nUO+p2Sn2N9YdOBrBbsF+pRdgbRP/kNlvG3Vw2tDwsuC41g2w3A8S/xigFLeNOni2XMQXkn8cMQy8\\nJvxjg+tjYcBzmDCGoYji5roz6d49L4hwzYXs3RHFrfXuvDv2j6+Kd+8qWjjR0bu5f/Tr3TchiyzO\\n3/jZz34GxhjWrFkDXdexd+9e/PSnP8W0adNw8803g1KK9evX4/vf/z6KxSKWLFmCd999Fw8++CCu\\nuuoqLFiwAPl8Hpdccgn27t2LH//4xyCEoFar4f/8n/+D9evXY/PmzdB1HYsWLcLWrVvx0EMPIZ/P\\nY/369dixYwc++OAD/M7v/M6ZTXU+z55I//u///vkjuMMI7uRzqLnKFCGEVNL1WIFhKSKmSiASFq2\\nIscYRnXeLKiVJlI0JmNo6FrSHdWiDL70OsDr/+T1TXUGODpBLmLJWFWNelwNfEqbJTR5JjRtzg8A\\nf48YW05o1E67soYBCMQ01Pj8fC3dpbQlR/EwoEAZan2wr4uGVwCf9juOo6IxJoI965598WyxFxxj\\n9noHjqHMXuSwOdHsFY4GY7B1DUYP7GOO+R7YE/Bp0SXaP3tTaHrJ4Z7Yi8j34R85kcOFntjzHDbb\\nsG+Ww65GUFBzuI0G6D2HxzT83/36R//ezVpqvjLefYb+UdMz7z5T9llkcb7G6dOn8dOf/hT79+8H\\nIQQLFy7ELbfcgm9+85uYOXMmoijCj370I3z/+9/Hd77zHZw6dQrTpk3Dbbfdhm9961tYvnw5AGDL\\nli0ghOCHP/whvvGNbyCXy+GGG27A3//93yc10wDwd3/3d/jhD3+I//iP/8DRo0exbNky/PEf/zG+\\n/vWvnysEX8nIbqSz6CuGQprURsXbQFzHRTE14tvy8jJDIU3VOcWahqahQimGhMaLaxoZf4+6j0D6\\nkI334Yj6sTxjyIcsqf1qp4nHUqQMRcpSDV1aaeInkmXKUFaWgBkKaWpJl1gTcxoQ58dAOmriWrUp\\nQhMp59OK/VAT9gTN2afOL0qP1eiBvT0B7FkP7CuUJRdi8nu6YU9JZ/ZxbeGg0Kjn47VgPyix93th\\nn4yVczRZPLbu2RcoQ4GycXnSjn2JMpQoS30p3HJsCXuK1Do46Mx+Sk/sNQBRS/at/GNA8o/4PVoL\\nTTv/yDGGoR5z2KIM1lnwj+pZ8I/Mu9Oacd7dRQ47in9k3i17d+/+0cy7s8jifIxvfetb+P3f/32E\\noqTBMAwUCgWUSiUQQmAYBpYuXYp//dd/hed5SW2zZVkolUrQ4s+hXA6bN2/Ghg0bkinghUIB1Wo1\\ndbzBwUH89V//Nf78z/8cURTBMAyUy+WW6zF3DAbelKNtZ8kJjBbHOnjwIP7lX/4F//AP/4ByuYzv\\nfOc7Se13s7jqqqvwR3/0R5M50rZBWFxt3iK6WYw6i69O7Ny1C7t27ky2I/ApZHLE01JbBQW/yJUj\\nIO07HKsaj5BkvdA4GNJffqvbPiGpdTubvUeNgJDUGretxi9HSEhqTVGgOafU62R859SOmiav98re\\nJWRcfaoaKqOJYt+J47lk31cOg08J7lbTjH0njuc3+/Edg89GDgPnj3+o2xOVwxn7zLsz7wa2bN2K\\nrVu2tNlLFllk0Wu4rov7778f//7aPgzeczuI2e5KZuKCBQG+eOwp/D8rVuOBBx5IvgA4cOAAfvCD\\nH+B73/seKpUK/uIv/gIjIyMt93PNNdfgT/7kTyZljN3cA2dPpLPoOZ4pW9DFB95VtofXCzk0pC6j\\n00OKl4r55AP7uoaLp8pW8sF6te3hDSuX1Oot9kNUKMWrFtfoDNhsu3iyYiVT2jY3XLxczCffbC/z\\nAgSE8HVvwaeibbQ9PFEpwhKNcK5tuHipWEi+IV/lBahrJKmTLFOGDY6H56SxbW24eLFUSGaRXeT6\\nOGkYSY3qYESxxvPxdMlKLi6ua7h4XqwHCvA1dw/ljKROcnoYYZkf4plSIaV5tmxBE9sbHQ+/zZk4\\naYx1iJ4fhnihWEhxfLpsJRcbmxT2C4IQQyHFywr7J8tjY73GdvGKlU/YLxEdXj8WHE3Ga3dV9vuK\\nBfiC43IvgKeRpFbPogyXOx6elNhvabjYXSogbhuz2g1Q0wkOCE2FUqx3fDyjsH+hVEgeWKxzfRw3\\njKROcmpEscoL8LzCUWZ/hePjA7FeK8C7cw93YH+l4+HDvJnUqM4NIswLQzzTgf1bhVzy9HphEGIw\\npNgn2BNxPir7fVY+ebo77AegIPhEsM8xhk22hycqVjIdmef9WA6v8AI4GknqrIuU4bIm7OUcXuP6\\n+MLQcVDUqA5EFOs8H8+U0ux3lQrJ0+mLXR9HDSOpkxyKKFZ4AXYqHJ8rFZKL7iscD78Wa20DvDv3\\nEj/E06U0x3b+MS8IMSeMxrGX/WOT7eFNyT8W+SEGKMUrwj808L/9pyT2m20XL1tj/rHUDxBizD/y\\njOFK28MvKkUUWvjHSi9AQ/KPEmW4pIl/vCCxX+v6OGXoOCTYT4ko1jbxj50S+/WOj8OSf0wLKZb7\\nTdiXLRDJP97PmUmN6uwwwsIgxK5i9+wnwrsNxvM88+6vnnfL/jFZ3p3dQmeRxeQFAW/wJ5daTGqw\\n5l+GTp8+Hd/+9rdRLPJ+OH/5l3+ZPOVvFgMDA5M0wO4iu5HOoucIARzMGeIJCG948n6Br203P+DJ\\nfszQwQgwX3zY+4TgsKmLGkcPFmX4wOLfesXL/Rw1dIAAiz2+7RGCozk9qfXKMYYP81yzzAtQpAyf\\niYuIeCkOhxAczxkoi7otgzF8JDSrvACWpFntcs0XugZHI8kUMo0Bn+QNgPGLsYKkiZdJOa1r8DSC\\nqeHYPLXPcgZv9OP4yLMxTbxMyglDR0iQLLtEARzIGdAYvxiTNfEySycMHREZ2w4BHJLYFyX2CxT2\\nCyT2R0w9ubgqSOyX+CFKlPIbMwIMC/ZuE/a/FRyXK+xXuK3Zfyw0q900+3hJk5j9FIn9fsF+ncI+\\nXibllK7B10gyBZAB+Fywv0JhP0NhP1NwjAR7nQFwPOQkzVzxnuOGDkrGtgMCHDIN8fTNQ5Ey/LrA\\nz2+hwn5hG/a/EeyH/YCzF8ddKi1HdSynoyixj3N4hcJ+pWBvawTHDQMVif0nQrPG9VPsL5Jy2NUI\\nBgVHAuDTHGd/scJ+KGGvw9f4zZ3MXmP8RlpmPzNM5/Asif3BmD08lKUcnic4xuznCY6B4h9FKYcX\\nKf4Rb3uCfUFi/6HQLFXYL5P841jOSOrGTYn9SoX9KsF+RNdgaySZeq1L7Ncq7Kd04R/rHR8FieO0\\nkGtOGjoCMuYnVHBs5h+zFfazJf/o37s5k3beveRC9+4g7d2xfzTz7jiHE+8W/nEhe/cnHb2b+8eZ\\neHcWWWRxYUc+n8fSpUuTbfnf52NkN9JZ9BWEpRvukSbz7Agbq42KtyPSWkMAgCFVQ0ZYuk5ynKbJ\\nN2eEpev7utVEqkZ5vZlm3Ni60KhjG8exicbvpOmKfRsmwLgOimeTfT8czxV7qmrOlP0EclTHOlns\\nz10Ot9Yk/nGO2PdznC8X+87+kXn3eE3m3ROjkceWRRZZTFIwnN2u3S2OVa/Xu+7WvXr1amzbtm3i\\nxtVjZDXSWfQUO3ftwsMvvJBsm4ylPuBs0QVYTqoypahrY9VROcZSFxeuRpKnRnGUKEVD0uQZS11c\\nqHVbtsbXaq210ag1WI5GMD2MUmNTx0oJUl1xXY1gKIrQIK01aniEYAqlyZS8ZhoTDAHS51dmFD5a\\na1SOjkaSpxDdajyNJE87AN48aE4YYqQNR7X+zdb4GsWjbTQRIcmU0nisndgzkr6ocjWCqRGF3Yaj\\nAUCeAOQRggFKUzdXndgHhKB0TtgTzAmjSWCfruF0NYJpUYR6mxxW2XviyVO7HDbAECo5XO3Evol/\\nDFCa+n1Min9oJNWFeqL8Qz3uufSPCqPw2nDMvDvz7i+bd99+7bW4MauRziKLCY24Rvo/XtuHwbvO\\nco3040/hGyvTNdIAcOTIEVx11VUYGBjAsmXLYJomSIsv0zZv3ow/+7M/m5QxZjXSWUxKHJCmjc0N\\nIhww9dRFDsFY52MAmOJTfJ4zUBQ1WPODCJ+aenIxpTMg0tNPkgZ8Pu2yJDQL/RAf5Y3kuHnK4Gla\\nUvsF8A/ruE4N4FM8P8ybyT5KlKGhaakOoZ6iGfApn8YoxjYQUYwYWuopZJmmNVN8ikOmntS2DYU0\\n9ToAWGy8RuY4O4xw3NChSZex+YgkdbvNNPOCCEdMfVxTF5W9zHFBEGK/aSRjNRgQKuxVjpy9mdTQ\\nFSiD24H9YoV9OeLLuIRtNAMKxykRRU1hX2rC/qCpJ013ZoUUJwwt9ZCnE/s5YYRjpp66WDSbsP9c\\nmm6tsifgX6w6PbA3GUOgk9RFq9OBvUUZHE1LdcbtxL4SUYwaWmr1GDWHVfaDEcVpQ0vdVBU7so/G\\nsS90YD83iHBQZQ+SuqlS/UNlrzGA6kjd7IzzjyDEx6aRjDXHGHyFfTP/+G3eTI5bpAy2wr6Tf1RF\\nDrdjr/rH1LAJ+yYcD+bGpq3PDiOcMHSQHvwj8+7Mu5tpzmfvzi5Ys8jiqxG6rmPBggU4fPgwTp48\\niZUrV2L16tWYNWsWcrlc6r3z588/R6PkkflSFj3HAcPAUVOHwYDtIw2EAF4WTUOubrgoUoanKxYY\\neJ3dsB/iU9PASYOvAzs/aMAnBK8UeX3YlrqLAmV4psq/jVrshVjih/gkZ+ALsR7mQj+ESwheL3HN\\nDaMOcpThOaFZ7gVY7Id43crD0QjKEcMiP4RNCN4UY7tl1IHBGHaWuWa1G2ChH+JV0QhnIKJY4oc4\\nqev4SNR63T5qQ2PAC2W+j4sdHwtYiH3FPALC6+yG/RBHDT2ps7urZgMAdovjXmrzGrqXigVEZKyJ\\nymHDwCFTh8aA7bUGKIC9QnNlw4PJGPYWC0md3bAf4nPDwDHB/muC/T6huabhwpLYL5DYnzL4WqQL\\nghA+IXhVsN9ad5GX2A8L9m9aOTS0MfYOIXhdHOfGUQcmY3hOcFzhBliksF/sh2hoBG9aXLOt5kCX\\n2K9x/RT7KRL7jwX7O0ZtEAbsFuzXOz7msyhhPySxj+vstivsL7N5/XPMfqbgeMgwcNjUoUvsXxKa\\nqxpcs6dYACP8hmPYD/G5yRtpmQyYN9JAAIJ9Ih83C/bPCPYLW7D3JPbX1R3kKcOzgv1SL0ixLwr2\\ntsT+JsH+ecFxpWD/WpE3MasI9nWJ/a01Gzpj2CU0Fzk+FrIQrxTz8AmvkV7ihzhu6LwBFAPuFOxf\\nFOw3OD5yLMI+0QBqmmB/xNCTOv/7ag0wAHvEWC8X7OMcniU4HjQMHBHs4xyO2W8S/vFEhTcumic4\\nfmYaOCH8Y57wj32C47XCP54WHBf5PIf3mwZOG3wd6YUB94/XhOb6OvePmP0y4R9vWPnkyWzsH2+I\\nsd0s/CNmv0rxj6rI4VO6ltSk3lazoUns17Xwj2OGjk9FDt+p5PAlNmf/crGAkPC63dg/Dir+EXPc\\nqLCfLdifmXczzA/stt695EL37iDt3brI+2beHfvHHMk/jhkXrnef0PWkRrq1d3P/6Ne7s8gii69G\\nVCoV/O3f/i327duH/fv3AwBOnTqFqVOnYsGCBViyZAkGBwdT62qfq8hupLPoO9rWBCj1VcmP25U5\\ntdDQdhol1GVIugmtxXEnWtPq7e2G3I+mL46KRl1Kp5s4W+yb1RV21LT4eSf2zV6fcPZK9MNRP1s5\\n3Orvup2mxc/balhzrzgf/eOssW/x87PlH+cj+/Pdu8+Kf3xFvTuLLLK4cKNQKOD222/H7bffjo8+\\n+ggvvvgi9uzZg/feew8zZszAypUrce2112LNmjXJ+tvnKrIb6Sx6jnlBmHTXjaeVXWp7AMaaiFzi\\n8O24Vm6RH2ARb9wJR9RcxZq47utSoXGEZlh0cwX4lLcCHdO4GoEZSfsQU+JWeL54P99HmdLkPbao\\nKVPHulp0IY2n5U6JIlxqR+mxCQ0V22uFJm6uMz2Mkg6vnqKJ42Jxfp7QzA5CzA7Cppq4qdJ6J81o\\nfhAm3XUdRRMo7GMGi/0AiyX2hsTeIwQljLF3hSbuIB3vw5I4OhpBmY7//ansK9GYpqHxushO7Ae7\\nYH+Rwn5GGCUdXj3BLdbE14cJe7GPOUGIOS1yOGa/QWG/wA+TbrouISBgPbM3FfYW0jkNjHWQjvdR\\nVNgXm7Bf6abZV1PsNRjSceLGRWsUjkNhhKGwOXuWsE+PdWYYJd251RyO2a9X2M8NQsxtyZ6k2Mc1\\nlAv9AAsFR5cQaGw8+0sV9kv8ABAam/D1c2X2eYlJ/De5XMnhksJe9qD4uKuUHB6Q2HfrH9PCCNNa\\n+gffXuek2c8KQsxqwTGeUqv6x2R7t3uhezfp3rtV/5jvh0kn9AvRu6dGEaZ29O50Dvfj3VlkkcUk\\nRh9fqk12DA8PY3h4GHfffTeeffZZ/Pd//zd27NiBkZERLF++HPl8/pyOL7uRzqLnWOqPtQTRwae+\\nFqRaL6q8R902AMwNo1RzlZCk38MUjckY5oRRUqMK8A/rdhp1rAC/eByK2r9H3Q4IwcxQqiNknTUW\\nSzfU0Rhrq9EBaCxKaswAQENnzbye2bOe2Tc7P58QLI16Zz+tD/azwt44Goym2OvdsA96Y29gPPsI\\nvbMPSHuNelyAX1AO9sieTwmWKha7yOESIZh9FtjPUTiq7Jv5x7wwSjW56ugfaOYfvee9Swim9pjD\\nfMm7Mfbd+EexD/8wWJTWdOEfmXdn3v1l8+4ssshi8oKgeef8SYkujhOGIUZGRjAyMoL33nsPr7/+\\nOkZGRrBixQosXbo0m9qdxZczni5bqIlGKttHGjho6njTyoMA2Gi7mB5S7KgWQcC/ub++4eLRahEe\\nIUk932emgXcLORDw2rwKpXioWoQG/s39ZtvFjmoRvniKd99IAx/nDPw6zzVb6g5MBjw8UITG+NOn\\njbaHh6slhIQ3Vbmn1sBLxTwOmTzNb6g7iADsqHDNci/ABsfDzwdKiMCfPt1ds7G7VODrogK4ZdRG\\nQ9PwYqkAAv4Ub43n48GBEhj4k787R23sLBVwUmhur9k4aWh4qcg1Fzselvkh/negBIB/c3/rqIPn\\nyhZOC4731ho4Yuh4tcg5XmZ7mB+GeLBaAgH/5v6muoOnyhZGheZrIw0cMHW8JdhfabsYCikeFezn\\nBCGuk9jrjGF7rYFPTQO/FOyvabgoUYonBPuFfoirbRePVItJh9f7Rhp4pZjH54Lj1roDHcDDguOw\\nF+ByJ83+3loDe0t5HDa45sZRBwEZY7/C87He8RP2ZUpxl8J+26iNUU3DbsF+retjlRck7AciijsU\\n9vfUbBwzNLws2K93PAxL7IfCCNvqDp4tW/hCcLyv1sBhU8drguPltod5EvuZYYQb6w6eqlgY1Xgz\\nnO0jDXxuGnjb4hyvsl0MhhSPCfZzgxBbm7Dfbxp4T7Df3HBgUYafixxe5AfYZHsJ+xxjuHekgX3F\\nPA4I9tfVHRAAjwiOS70Al0k5bIm8l9nfNGrD0wh2lSwQ8Ceo6zwfDw2UQMGfPt05auOFUgHHBcdb\\nR22MaBr2CPYXuT5WSOynRBS3j9p4vlTAqYR9A0cNDfsE+w2OhyV+iP9vgHOcFka4pe7gmbKFEck/\\nDpk63hDsr7BdzAkjPCTYzwpC3NBw8Vi1KJ5E89/XZ6aBdwTHTQ0XA5J/zAtCXCuxNyT2vxKaaxu8\\nPj32j8V+gCttD49USwgI71x870gDLxfzOCjYX193wCT/WOYFuERiX6QU99Rs7CnlcUSwv3nUhqMR\\nvCDYr3Z9rG3iH7tKBZwQHG+r2ThtaNgrOK5zfCz3x9gPRhFua+Efrwj/uNTxsDAI8b+C4/Qwws11\\n5wy9m2F7zW7r3Qv8ENdcyN4dRri13qd3C/+4UL37xVIBxybZu29BFllkMWlxHj2NppTi9OnTOHjw\\nIB5//HH84he/wOnTp7Fp0yZ897vfxRVXXIEpU6ac62ECyG6ks+gjTMYQknQtlry+K8C/TZdr6gqU\\noWEQ5Dpo5FqwHGOwNQKzB43BWGotU4uyVLfRZhqNsWRqZzzWkCBlKupxVU1eMCFtNABSY4k5an1o\\nemGfF+z1Htk7ErRfT2sAACAASURBVPtuOE4E+3wX7AljCCRN7gzYt2PClJ8ZQtMpH8+UvSnY53pk\\n3zSHpWiWw36THG7PHgikcqTcGeRwL+wLlKHeq38I9p3+VlSOjkaQ74G93if7M/WPM2GfeffEeHcv\\nOZx5d2v/6IV9FllkMVlBuAG1bYgxgdHmOKdOncLv/d7vYc+ePdi8eTO++c1vYtu2bRgaGkqWwQoC\\nXsaiado5fTKd3Uhn0VfMCKPUGqRxnVNcLzU94ttxzaMOhhlhBFdawzPW2BpBhQIzhCa+ScoxrvGb\\nHKehaZgS0WQ7vggoMopiiHFjazbWeKmRCqWo0LGxttPEYxmgFKAARWeNJ9WQ9cpxSGjkC5hu2ce1\\nbIZg77VgUJLYxzdW+Rbsmx23P/aiFq8H9vH4pwj2rB/2PXCcprAn4j1hC46D6I0976wbjRtrgTEU\\numQfj7VEKUoU48bWLoerlKLabQ4n7KOu2btKDrM+2Md5oXXwjwHZP4TG7MA+34S9xSisHv2jTCnK\\nPbLvxz8Ge/CPM2Hf2rubM6g08Y8L1rvPwD+60Vz43t29f7Rjn0UWWVzY4Xkedu7ciWnTpuHIkSP4\\nt3/7N/znf/5n07Wkt23bhvvvv/8cjJIHYUxZyFCJbhajzuKrEzt37cKunTuT7Qi8tkmOEO2/oaEA\\n1B57AUk/6etG45N0LZvaEFTdVt/far/pcZFxa3120oRiOqkczTilXifjO6d21DR5fTLYqxw90bip\\n3Xu+7Oz74gjA7FHjE6Se9HXieH6zH98x+HzJ4Ylg3w1HVTNROXzhsc+8O/PudHTDfsvWrdi6ZUub\\nvWSRRRa9huu6uP/++/Efr76CqXfcDmK2u5KZuGBhgNNPPIlvrFqNBx54AJZlJa+NjIzgH//xH6Hr\\neseu3Jdeeim+/vWvT8oYu7kHzp5IZ9FzPFW2kg/Eaxou3smbSZ3TIj/A9JBiT6mAHGPQGMP1DRe/\\nqBSTD8lrGy5eE+u1ArzOs0IpXi4WkGcMOcqw2eaa+MN4a93B3lIheSqy0vVhMuC1Yh55xlCiFBtt\\nD49XismFwnV1B3tKheSb+bWuj1FNw6c5nvYDEcUGx8Nj1WLSwOWGuoNdJSuZSrbe8XDCMJIa1Wlh\\nhDWejyfLY2O7UdTMxe2ELrM9HMwbSY3ZrCDEMj/Ek2UruSC5UdSKxrHJdvHbvJnUmM33Q8wPQ+ws\\npTUy+80NF2/nzaRGdbEfYCik2CvY64zhOoX9loaDl61Cwn6ZF6BEKfYJ9gXKcLXt4olKMTnu1rqD\\nlyX2q1wfrqbhE8GxHFFc7nj4hcT++rqDFyX2Fzk+RnQNnwnNlCjCesdvy36D4+GYYSQ1qtPDCKu8\\nAM+WrRT7Z8tWMpvwKtvDr/NGUqM6O+Drsarsny5bycXi1baL3+TNpD54gR9iXhjiKYX9kxUruWDe\\n3HDxy3wOp42xDtGDIcVLgr3BGLZ2YL/c82FRhlcEe4tSbBI5LLN/qVRInuisdn3YmsbXewavb77M\\n8fBEtZg037q+7uCFUiF5yrPO8XDaMJI6yalhhHVKDt9Qd7CzbCF+5nmJ4+GIYSQ1qjPCCCu8AM+1\\nZe/i/byBo4L9nICva9uO/TUNF+/mzaQ+eKEfYE4YJewJY7ih4eLJShG62Mfmhos3rDwaguOwF2CA\\nUrwkOJqM4dqG4h8NB3utQvIEboXnI08ZXhWaIqW4soN/rHF9NCT21YjiEsfD4xL7G+oOdpYKyRPF\\nix0PJyX/GAojrO3gH5faHg7nDRwSHGcGEZb749mr/vEryT/mBSEWBiGeb+Mfk+HdecpwTebdzb27\\nYiXT8C9E795ZslIdyyfDu7Nb6CyyuICizZeA5XIZf/M3f9PVborF4gQNqL/IbqSz6DkogMOmnjwB\\nyTGGg+bYxRgAnNA1MIJkuY8QwFFTR05csZQoxYf5HICx5TpO6BpAgMUe1/gEOGboyYd1gVJ8VOCa\\nlS7fzwlxI7Pc4zt2CcEJQ0M54pocZfikwNN8rcsbAsVjHYi4xiEEp0wt2TYY4xdsDFgPXi8Wa+Il\\nakY0Ak/TMFV04yWM4WDOSGq9CpImXqLmtK6JDr5iuiWAQ6aeXFzlJU3M7ZSuISK8szHAv6FvxX6x\\nwj5eqikQ7POCY1Fiv0xhPyyxPy6xz1OGjwTHVS7//cXHXRE1Z28yllywXeSk2U8R0/Vi9lPEPnSJ\\n/QaFfbxEzRcaga9pGJLYH2jBfrbCfmaQZh/fGOcljjG3k7oGSnhn45j9EVNPngDJ7Jco7Be2YG9J\\n7JeLFXbiHF4qctgT7IsS+48F+9UK+5US+5OmhorEPr7hW6ewnyo41jQCV9MwKDhqjPGLZQZcorCf\\nkbDX4GvAtLgLtch7rQn7eHmxOIdnCY5UcNSbcFwoOMbs50n+cUTxj98IjsNKDi+S2B8z9eQm16IU\\nHwnNCoX9soQ9z+GSxD72jzWKf1Ql/zhpasm2GecwgIsV9kMt/ENjDJ+LHL5U4Rjn7GldQ0DG/g4A\\n4KDkH7JmnsJ+tsS+f+9mCftW3r3kQvfuVv7RxLvjHP4qefdnHb2b+8eZeHcWWWQxScGk/85x6LqO\\n2bNnn+thdBXndhXrLL60obH035rG0g1DiPiZXNulMbVZSXoKmSZ+Jjc90Vi69nCchvH/HEUTdNCo\\n7f01hlRNWbcadWzq68006ti60ahj6499m/NDf+y7Ob9uNOpYz2f2tI2mL/Zs4thPRA6f1+y78A+V\\nfdSHf5wr9urrF7p/ZN6deXc/7LPIIosLIFjzHx85cgTf+9730Gg0ut7VBx98gB//+McYGRmZoMF1\\nH1mNdBY9xc5du/DEC7uSbYOlO2o2q6cqUpZMR2umsQlBUdFYlKUusEya7tTsgqCA9pocTXcl9kGQ\\nkzQ2IZga0dQFiKpR69YcQjCF0tTFg3p+ai2YSwgqlCGQzlnV6CzdrdQjBCWlc2onjt2wNxlLXZA4\\nhMDqkb0HgrzEsUEIhjpwDEBgKuwHI5rq+qpq1Po4hxAMUAa/B47dsG/G0aIstZ9OmmY1gZ3Yu4Sk\\n1pEFOrNXc7gb9hOVw9Ue2XuEoHwW2HflH12wL1DWluO59I9+2E+Gf2TenXn3ufTuW6/dktVIZ5HF\\nBEdSI/0Kr5HWjLNTI03DAKd/8SS+sTpdI/3+++9j+/bt+NnPfoYpU6Y0bTCmxu7du/GTn/wEP/7x\\njzFnzpwJG2NWI53FpMSHOTOZLrkwCPGpOTa1UwfDQMRwSh+7HFnhB/hNzkymmi0OQnximkntV54x\\nOOAf0HEs9wN8kDOT6a3DfoDf5sxkiluJUowSLdVJdl4Y4oAxltJLleMOUIrTREs9ISgwhoOSZrkf\\n4Ne5HEqUP3cciiIc13WE0vnnGEvqF+Pz+61pJjVmM8MIxw099eRSZxGOGHpaI53P/DDE50b6z3Em\\nIhzV0xr5fBYFIfabRjK90ABDJWLJ+qbNNEuCAB+bZnLTV2AMdo/sy5SiprC3FI7LlONOiShOaWn2\\neYWjyn5aFOELhb3JIhxWOUrs54URDhp66jK9GXs5hxeEIT4zx6YXEgDTEeFYR/ZmUrdrgqHcI3uL\\nUdShwVHY/zpnJlOLVfYVSvEF0VI3A53YD0YR6rqGQHpWpObwcj/AR6aZXMxPjyKc0nXIkymNjuxD\\nHDQM5Ylbe/YLgzR7DQzTQHtin2MMLvhNgXw+qRxW2BebsF+m5N9SZazVJuyb+Yd83KlRhBMd2K9Q\\n2M8II5w0umCv+McBhX0z/8i8O/PuL7N3Z5FFFpMXBONng0zq8ZQZLHFEUYTPPvsMDzzwAPL5fFf7\\nOnDgAL744gtQSju/eYIju5HOouc4bOg4Kmq9Fo6EoABeKfFkv7rhIscY9hXzSZ3dCj/AAdPASUND\\njvKLsZDwZjMAsKXuokgpnqvyhgGLvRDL/QCf5Qx8oWuwKMOwH8AnwJviODeMOihQhp3VAgBguRdg\\nmc/wtpWDoxGUI4alfgCXELxd4jVlt4w6yDGGF8pcs9oNMOwzvFnMwSMEAxHFcj+ArRG8a+UBBtw+\\nasNgDLuF5mLHR4ExvF7MISAEU0OKFX6AkwZvxkIYcFfNhgaGvSWuudT2UGAMrxbziIho3OQHOGro\\nSY30/Bq/5HhZnN+VDQ85xvBKMZ/U2a3wAxw2dBwT7BcJ9q8KzTUK+wWC/eemgVOGhjxlWBIECAnw\\numC/te7CktgPC/af5gyMSOw9QvCm4HjjqIM8Y9gpmKxwAyxV2C/zAzgawdsW12yrOTAl9mtcH5bE\\nfopg35DY3zFqQ5fYr1fYDwn2JwwtqS+dJ9jvEewvsz3kJfYzgzH2h0WN4wKF/VUNrok5zhWaQ6aO\\n4wavkV40EiKS2G9uuDAlzcIW7AOJ/XV1BxaleF6wX+oFWO4Dn+YM1HQNRcHeldjfJNjvEkxWCvZv\\nFXP8CY5gb0vsb63ZMBnDi0JzkePDYgxvFHPwCcFgyNmfMkQjLQbcKdjvEZoNjo88Y3i9mEdAeI30\\nCj/AcUPDAVEjPa8WgoDhJcH+csE+zuFZguMRQ09qpBcqObxJyeF5guNB08AJ4R+LhH+8KjheK/zj\\nWcFxkc9z+HPTwGlDQ4EyDAfcP2L219cdFCT2y7wAy3xgf87AqM6fKMb+8ZZgf7Pwj5j9KsU/qpJ/\\nvCPY31bj/hGzX9fGPz4VOXynksOX2Jz9a8U8QsLrTVf4AY4ZelIjrfrHRoX9bMk/+vdu1tG7l1zo\\n3h2kvVtv490xx8S7TR3HjAvXu+tdeTf3j369O4ssspjEOIs30e1icHAQv/u7vwtCCDpMmk5i7ty5\\nuPrqq1EqlSZ5dOMju5HOou/o52+u7TrvDE2/nqLtNEqoy5B0E1qL47Zbt7Klpk20enu7IfejaRVt\\nOX6J2JOzyL7Z6xPOvkVEvbLv8Rh95XALzUTncEv2k5zDcZyX7Fv8/Gz5R+bd4+O88I8vEfuJ9O4s\\nsshiEoLh7N1QtzjOrFmz8M///M89784wDFQqlTMcVO+R3Uhn0XMsCkIsEh01PUKggz8BAcaaolzh\\n8O14OthSP8BSn+tdwteyjDVx45GNQtMQa8atEF1JAd6QpkzHNL5GYEZj23GN1xrPT+1jilhaJX6P\\nKe9DHHedyzVxvda0KMI0OxI/4/tRx7peaOJ6tNlhhNmiM2m834SJOIdLnfRY5wch5gdhU0180XqZ\\n0MTTSRcHIRYLjUsIDEkTtWC/zA8AiX1BYh8o7OPzXSmxdzWCisTR0wiKEsd4mqDKfjAa0zgaXyO0\\nE/vpUYTpgn2jBfsNCvs5YYQ5CXu0Zy/2sSAIsUDK4WbsL1fYL/H5ck7xz0ywluzrYuwqe0thb0n7\\niBmsUthXFfaFJuzXJhz5caem2GvQMP53frHCfmYYYabgGChMooT92O8TAOaGEea2yPv4M/Iyhf1C\\nsTRTzFFLsSdN2Q/7AYYFR0/Uk6pj26iwXy6xd0Qtr8wgLzGJz2e1yOH4ZwMK+5zEPh7bRQrHoYhi\\nSGIPjPc61T9mhRFmtfQPvn2J4h/zgjDpzq3mcBwq+8n2bvtC927SvXerObzYD7HYv3C9e0YUYUZH\\n707/vfXj3VlkkcWFHbquY2ho6FwPo+vIbqSz6Dnii2CAf5M9M4xSjXuY8h5VYzI+vVlulBIp76HK\\ndo4yTA+jVGObAATVNhr1uABvtjKVtn+Puu0QghkRa/sedTsfppvjELC2Gp0BM1mUagSjs/Yaown7\\nTgxMxsaxD9Gefb4Jex8EAxLHTr9zgDcZGuqRfQB+0R1HNxw1RlPstS40s8IoqdXjP2uvMZuwV3NY\\n3W7GPuigyVOGaWGEkqTxQDClR/YOIZgW9cbeUth3w3Ei2GtdsO/ZP1gz/+ic983YD/bhH9N7ZR+m\\nGzx1w5H06B+Zdzffzrz7/PbuLLLIYhLjbD+RPk+mk59JZDfSWfQcz5QsjOgaCIDtIw0cMnS8YeVB\\nAFxpu5geUjxSLYKAryV7fcPFk2ULdU2DzoDttQY+Nw28U8iBgNeHVSjFY5UiNPD6sM22i0crxeTp\\n030jDXySM/B+nmu21h2YDPh5tQiN8SdWG20PD1dKCAnvXnpPrYGXrTwOmjzNb6w7iAA8UuGaFV6A\\nDY6Hn1dLiMAbsdxds7GnWEganGwbtdHQNDxaLkBj/MnfGs/HQ9USKPh6pneO2thVLOCE0NxRs3HS\\n0LC3WAABsN7xsMwP8b9VXrsxFEW4ddTBcyUraS5zX62Bo4aOV4qc4+W2h/lhiAeFZmYY4aa6g6dL\\nFmqC/ddGGjho6HhTsL/KdjEUUuwQ7OcGIa5ruPhF2UJD02Awhu21Bj4zDbwr2G9uuChRiocE+0V+\\niKttFzsqxaST7H0jDXycM/HrvAkCXturA3hYcFzqBbjcSbO/t9bAS8V80pDmplEHAQF2CM1Kz8d6\\nx0/YVyjFXTUbu4sFHBUcbx21MappeLHEOV7k+ljlBQn7KRHFHQr7e2s2jhsaXhLsNzgehiX208II\\n2+pp9ttrDRwxdLwqOF5he5gnsZ8VRrix7uDpsoWapkETeX/AMPCWxTlusl0MhhQPCfbzghBbGy4e\\nqxT50yfB/lPTwC8F+2sbDizKkhxe7AfYZHt4ULDPM4Z7BfsPBPvr6w6IlMPLvACXOR4erpYQgnfC\\nvUdhf/OoDU8jeLTMNatdH+ukHK6KHH6xWMAxwfG2URsjmobdgv0618cKif1gRHH7qI2dxQJOJuwb\\nOGZoeFmwv8TxsERiPz2McEvdwbMlC18I9l8T/vG6YL/RdjEnjPCQ0MwOQtzQcPFU2cKo8I/7ag0c\\nMA28LThe3XAxQCkeFTk8PwhxbWPMP0zBfr9p4FdCs6XhIC+xX+IHuNL28EilhIDwRk73jjTwUc7E\\nbwT7G+oOmMR+uRfgEol9iVLcU7Oxt5jHYcH+llEbjsR+jetjbRP/eKFYwHHB8faajdOGhj2C48WO\\nj+V+gAerJTDwBma3jTp4vmQljcHuqzVwzNCxT/jHZY6HhcEY+xlhhJvrzhl6N8P2mt3Wuxf6Ia65\\nkL07jHBrvU/vFv6RefcZeDeyyCKLLM6vyNaRzqLnMBkbV0NISbqukCG9bbDxdYedNLk+jqOOLV5K\\np51GVzSFWIPWGk3R5MW23C9QHStpcX6sjQYdzq+Z5kJjP46josn1wb4/jr1r8vTMOfYztkIf7OMc\\nbs/+y5PDZ4t9yxxuo8n848Lw7jM5v240Xyb2+a68u/lYe2GfRRZZZHE+RfZEOoueQwPvAiuvaTlb\\ndNR0pZo/YKzuLsdYS42jEVQokjq1uJ7KogwWjVJrXMYaW9MwENFkO65Dq1CKCkVqqY7ZQTRuOz4u\\nwL8dnxJh3NiaaRpSDSqisdq2dpr4Z9PF+clNe1pp4nOeEaY7lepozd5pwT4v2IdNNLZGUJLYx/st\\nUoZiC/YNTUOVSuy1ftiLOkjBXh1bO45DPbD3VPYSy045PFPRGKw9+0GMsY8U9k6LHLZolGzH+y1R\\nhlIb9uUm7KsRRTXqjr0t1UGiZ/YREI3lVjtNzF7NYYIe2Iv3mB38Y0DK4Zh9QWha+UdeYh+Pv0wp\\nyhSpNXJl9kWJfbzfgYhioEv2Z+If05K/a3TUuC3YZ959ht4tsew2h+PQO/gH8FXw7mhCvDuLLLKY\\nhGBiSaqzObX7AgjCOvQW72Yx6iy+OrFz1y7s2rkz2Y7Ab+7kCNH+GxqK8VMhAsLr73rRxNPX4mBI\\nd/hUNer7W+233TG60YRiKq8czTilNfxGLfUztOd4PrNXt/vhGIhpub1o+mEfkfFda/vh2I/GJ0BO\\nOnanHOaa85X9+BzuyL7J62cvh3tn32m/GfvuNJl3n7/sz2fv3rJ1K7Zu2dJmL1lkkUWv4bou7r//\\nfvzny69g6LbbQUzzrByXBQFOPf0kfn/NajzwwAOwLOusHLeX6OYeOHsinUXP8YvyWLJvbbh4O28m\\ntZVL/QDTQ4oXSgWYjCHHGK5vuHi8UoQmPiSvb7h4u5DDSX2sy2iFUuwpFpBjDEXKsNnmGl1obqw7\\n2F0qwBbfUq91fZgM2FfMI8dY0l330Uox+QC/qe5gZ6mQPJ1Z7/qoaRo+zvG0H4ooNjgedlSLyFOu\\nuaXOaw/jDqKXOR6OGwY+FbV6s8IIazwfj1SKKAjNtrqDZ8oW4pYoV9oeDuQNHBA1ZvOCEMv8EI+X\\nrWRs2+oOnipbyZS2a20X7+VNHBYcF/sh5ochnihxjS7OR2Z/XcPFW3kzqa1c5gcYCileFOzzjOE6\\nhf0NDQevFfJJbeUqL0CJUuwV7MuU4Wqb1/YaLdhf5PrQAbxicfZTIorLHQ+PS+xvrjvYJbHf4Pj4\\nQtfwiWA/LYqw3vHbsr/c8XDUMPCZYD87jLDKC/BU2UrGtk3UHsbPfjbbHt7PGzgo2M8PQgw3Yf9k\\n2Uq+DN1iu/ggbya1lUv8EPMk9oZg8ETFSr6pva7h4t18DieMsQ7RgyHFbsG+wBi2NmG/1yqgLnWI\\ntijDS4J9hVJsEjkss3+xVIAjdcolAF4V7AcjisscD49Vi8jRMfY7S4Xkic4ljodThoH9guOMMMI6\\nz8eOSpr9c2ULcb/fKxwPhw0DnwvNnDDCCi/A023Zu/hV3khqKxcEvMt5zJ6I48jsVf8Y9gPMCaOE\\nvckYbmi4eKJSBBHHva7h4t1CDif0sQ7RA5Rit+BoMYZrG4p/NBzssQpoSB2i85ThZaGpUoorO/jH\\nxa6PUck/pkYUlzgeHpXY8xweY3+p4+GkxH5mGGFtB//YaHs4KPnH3CDCcn88e9U/fpU3cUhwXCQ6\\noz8jOGoiLybbu0uU4ZrMu5t7d8VKnsBciN79XMlCMMnend1CZ5HFJAcjHdY6nMhofazjx4/ja1/7\\nGog0W+VHP/oR1q5de5bG1n1kN9JZ9BVHTT35Fj7PGI6aYxdjAHBa18AIMF8s90EBHDd15MTVR07S\\nxMt1nNY1gACLPa4JCXDC0GGJD+sipfikkAMArHX5fk6LG5kBj+/YJwSnDA1l0S20QBk+LYg0d3lD\\noPi4QxHXeITgC5NPN4zH9nnOSC56inRsrPHUO5cQjJgapoZcozOGgzkjudGyJE28RE1N1xCSsemW\\nRHDUhKYgaeJlUkZ0DREB5gRj09uOtWC/TGG/QOwjEuzjix6Z/SqFfVlif1Jib1GGTwTHixT2U6Lm\\n7POM4VNx8QUnzX5aNDZ97wtTS/ZhtmEfT2Ec1Qh8TcOQxP5QC/bzFfYzgzH2R0w9eRJdkJjES1x9\\noWughN/IyOzNJuyXK+wXtmBfohQf5XkOr/bSHCsihwPBviix3y/lsKwZlNifNjVUJPaftWA/Q8rh\\nL0wNg4KjwRgOtGA/J2GvwdeAaUKjCfZaE/bx8mJxDs8Kxqa6Hm3BflhwjNnPk/zjRAv/WKHk8CKJ\\n/QlTT26aSpTiY8F+jcK+mrDnOVyS2Mv+UZY4TpX847SpoSr5h8y+KGlmtvAPQ/EPmX2cfzVdQ0DG\\nprpqAA638I9FCvvZCvv+vHu8f6jeveRC9+4g7d16G++Oc/ir5N2t/GO24h9n4t1ZZJHFBRJtZtOU\\nSqVxT4JnzJgxyQPqL7Ib6Sz6CnUqm8HSfxM6ALB0zZXB0l8+qRpDaOT6RIOl6zH59vhxuIom7KBR\\n/34Nlq6zM1i6AUorjTpW1oVGHVs7DWkxNnWf3bBXOTZjr3Lshr0zAezHjbXN+bU6TjfsVY7tNBoA\\nrcnY1H02Y+91YN9NDkdni736O29zfq2O008O98O+K/+YAPYT4h9daL5M/sG68I/Mu8cizuHMu8dr\\nztS7s8gii0kKhvOidrlQKOCuu+5K/axarZ6j0bSPrEY6i55i565deHLXrmRbR7pLZ7N6qgJjyTSx\\nbjV5xpQLYpb68HUISa2nCfBv6/02Go+Q1Hq1DY1gMKIpjclY6gNbrUGzNYIBShGgtUat63IJQYmx\\n1DmrTDSkL0A8QlDsoOmHvQGGEPL5ja9l68TeJSS1/ikwnoG6rY7N1ggGItpWo9Ye8sZGLJmG2ez8\\nVI7nM3tbI8lT5zgmh326FribHD5b7FWOE8V+HEeFvaOR5IldHOerfziEoMImn33m3Zl3N9s+n7z7\\nli1bshrpLLKY4EhqpF96BUO33nF2a6SfeRK/v3ZVqkY6CAIcPny45/3l83lMnz4dmjZxC1JlNdJZ\\nTEr8Km8mH8ZL/DCpWwP4BVE1YkntKACs9gL8qmAmUyyX+iF+mzeT2q8i5TVh8bqcAJ+29l7BTC52\\nl3sBPsibyYVDNaIYIRps6Rv1lV6AXxZyKFL+cbzCC/B+3kwuwKZGFCc1LfXhnWMsqQMdO24OltjH\\njDDCUUNP6u4AwAgYDkia1V6A1ws5lIVmThDhoKmnLhrmip/JGnlsi4IQn5lGciGhM2BGFCV1dwlH\\nif2wH+KjnJFcWuUZQ6UJe5njMj/Ah3kzqV8sUV4LqbL/ZcFMbvKWewF+nTeTi6mBiOK0piV1uzFr\\nmf1K5Xc+FFIcN7TURZ7ZhL28j5khP/9AYq8HEQ4oHOWxLRSvyxdfc4IIh9qwXxyE2G8aqe7c05ux\\nl85n2A/x25wJTagKjKEUMZzswP43eRNxjWCZUtS0dA53Yj8lojil5HAn9tPCCMcMLX3TEbRnPyuM\\ncMjQEUrstSY5nGYf4nMph7thr/qHyRiGIprUq7dkL/mHRXld9Kl2/qGwr1CKEa2zf8jnN9ilf8hj\\nnR5GOKqwb+YfbxRyKInjzg4iHFf8oxN71T80jP0OUxwz7z533q3kcObdvXt3FllkMflxtrp2s+R/\\n6Thy5Ai++93vghCCDs96UzE8PIy/+qu/wtSpUydsjN1EdiOdRc9xzNCTOrslfggG4LViHgBwdcNF\\nnjG8ZuWTOrvVXoBDhoGThoYc5RdjEYDXhWZL3UWOMbxq5aUa6QAHTANf6BosyrDcCxAQ4C2La24Y\\ndWBRhl3lAgB+wQAAn5oG6jpBOWJY4QXwCME7Fq/Nu2XUQZ4yvFjhmtVuAIsyvGPl4BH+LfsqL4BD\\nCH5ZzAMMGfX3FQAAIABJREFUuH3UhskY9pS45mLHh8UY3rJyCAjB1JBitRegoRG8X8iDMOCuwIbO\\nGF4SmkttDwXG8IaVR0T4Bd5qL8AJQ8chUeO4KAhBGPBqiZ/flQ0PecbwupVP6uxWewGOGnpSZzes\\nsL+mwTnG7BdI7E8ZGvKUYZkfIALwhtBsrbswJfbDEvuRFHuCtwXHGwX7FwTHFe549isF+3eLXLOt\\nxtnvFpo1rp9iP0Vi/55gf4dgv1dwXO/4KEjshwT7U7qGz0Wd3ULB/mWhuUxhP1NwPG7oOCxqHBcH\\n/DnPK4LJVYJ9zHGu0BwxdBw3eI10zP5VodmssF/Yhv2bQnNd3UGJUuwqFwEAS0UOf24aqOkaioK9\\nL7G/SbCPc3ilYL8/Z6ChEVQEe1dif2vNRl7K4YtEDr9t5eATgsGQs29oBO8VOPs7Bfs4hzck7PMI\\nCK+RXu0FOKlrOCBqpBcGIXTGsE9oLhfs4xyeJTgeM/SkPj2uR485blL8Y57geNgwcEL4x7Afgkr+\\nca3iH4v8EKu8AAcNA6cNDQXKsNwPEEjsr687KErslwn2n5kGRnWCEh3zj5j9zaMOChL7VYp/VKUc\\njtnfVrORk9iva+MfvxL+cWdgw5DYX2Jz9m9aeYSE35zH/nFQ8g+NAfuEf2y00/4xW2Lfv3ezjt69\\n5EL37iDt3Xob7445przbuHC92+7Ku7l/9OvdWWSRxeQFwVlc+kocq1nBxsjICHbs2IFvfOMbsCwr\\n1XCsWTDGsH//fjz77LP40z/90+xGOosvT/Tz99ZPM0DahybqQaMxNP9rbrOPfjStXmrHsR9Nq+iH\\n4/nInrTStIl+2Td7/Wyx74VjP5qJZD/ROdyS/XmYw3of+fhl9I/zkf357t3n0j/OR/YT6d1ZZJHF\\nhRmGYWDZsmX4zne+0/VN8e7du/Ff//Vf0PWzP4Mlu5HOoucY9oOku64n6qc2NdzUe66y3eR1AFjh\\n+YDolOsRgiKliSb+wN8kNPE0yNWun+zPFXVZsSYU9WHxti1qIta5XkozFEXY1IiS/eqSxhWaDQ7X\\nNMT2zDDEzDBM9gEg0cR1YJcKTXzceUGYdHi1FU3cNOoKcX5xg5dFfoBFgqNPCDSMjY2Jy4eNdjxW\\nvr3UD5LuunHd4JimOfuVEnuXEJQk9lEL9msU9lMkjoHC0WnC3tEIpoURpolurZ5GoEmauNGPyn5W\\nGGKWYO+0YH+Zwn5+ECYdXuNpnJ3YL/YDLJbY62w8+ysV9su8IHly6RGCApNyuEv2ZZrOYUi/85jB\\nWoX9oJLD+SbsL3bS7KeHUdLd2dUIiMREXhZL5jgnCDGnRQ6PsU8fd0EQJt2549xR2W9U2C/xAyyR\\ncths4h9XKhyXez6WS/5htfGPWLNKYV9V2OebsL9I8Y+pCnuzCfv1Sg7PCKOxzugKR7+Ff8wNQsxt\\nwT6ucb1c4bjQD7BQymEi+wdp7h+Zd58971b9Y6kXJLNOLkTvnh2GmN3Ru9O/8368O4ssspjEYDh7\\nzcZaHGdoaAh/+Id/iDlz5qBYLHa1qzVr1uCee+5BuVyewAF2F9mNdBY9R7wUDsCbuQxFNNUIRn2P\\nup1nvOZNbnpClfcQZbtA+Zq5cpOaEATlML6Ficbtw6IMAxFFSdL4IJhCxzQspYmajl1t0NKNxkS6\\nkRQBa8vEZMA0RpGTnEVn7TW5JuwZOrEfzzFS3qNuW5SvN1qUNAEIKrQDe0qTZYQAwAPBIB2roO2G\\n4/jGRKytRhccTYmj1gX7IaQ5dmLfLIfPnH3UNftqr+wJwVR2ZuxJl+xzvbKPzpx9R/9owj5UGDTj\\nqLL3wRtWxZpu/WOoR/Z2j/5hNGPfgWPm3Zl3fxm9O4ssspikOIvTutvF9OnT8e1vf7snzfDwMIaH\\nhydpRO0ju5HOoud4rmThC12DBmD7SAOHDR2vW3kQ8G/Up4cUD1eLIOBPWq5vuHi6bGFU02AwYHut\\ngQOmgbcLORDw+tIKpXiswjUL/RCbbRdPli00NA15xnDfSAP7cwZ+leea6+oOTAY8WS2CMP6kdqPt\\nYUelhIDwJjj31Br4OGfiN3kTBMBNdQcRgB0VrlnpBdjgeHi4WkIE3oDo7pqNl4qFpFHMraM2GpqG\\nx8oFEAZc5PpY4/mJZkpEceeojReLBRwXmjtrNmqahicqXLPB8bDMD/FQtQQGvg7nraMOdpaspEHS\\n9loDxwwd+4qc4xW2h/nhmGZWGOGmuoNnSxZGBPuvjTRwyNDxhmC/yXYxFFI8ItjPC0Jc13DxVNlC\\nXdNgMpawf0ewv7bhokQpHhfsF/shrrZdPFYpJk9NOHsT7wuO19cd6AAeERyXeQEud9Ls76018FHO\\nxIc5rrl51EFAgEeFZpXnY70zxrFKKe6q2dhbLCSNpm4btVHXNDwu2K9zfazyAvy8WgIFb/50x6iN\\nF4oFnBCa+2o2Thga9hYLIOBPXYcl9tPDCNvqDp4vWTitayAS+1cEx422h3lhiAerJQB8DdQb6w6e\\nKVuoaRp0kfeHDANvWpzj1baLwZBih2A/PwixtQn7z00D7wr2Wxq8XvEJkcNL/ACbbA+PVorwxQ3A\\nvSMNfJIz8WvB/oa6AyKxX+4FuMzxsKNaQgDegOieWgO/zZn4rWB/y6gNTyN4tMw1a1wf66QcHhA5\\nvKdYwFHB8fZRG6MS+4tdHysk9lMjittHbewqFnAyYd/ACUPDS4L9pY6HJRL7GWGEWxT2Xxtp4Iih\\n4zXB/krbxZwwStjPCULcoPjHfbUGDpoG3hIcr2m4GKCU5xb4U/JrG2P+kRPsPzUNvCc0Wxu87vNh\\nwX7YD3Cl5B+WYP9xzsQHgv2NdQdM8o8VXoBLHA+PVEsIwZvH3VOz8VIxj8MG/2jdNmrD0QgeE+zX\\nuj7WNvGP3cUCjgmOd9Q4+9g/1js+lvtBwnEoinDbqINdJQsnJf84buh4WfjH5Y6HhcEY+5lhhJvr\\nzhl6N8P2mt3Wuxf5Ia65kL07jHBrfcy7icj7Zt4d53Di3WULI9qF692yf0yWd9+GLLLIYlKDncVm\\nYy2efgdBgEOHDnW9n3K5jKGhoYkbWI+R3Uhn0XOYjIESUSMlgpHxfw/qGpRUKRpTNQzpOjwdvWtM\\nxlLrg3ajMRhDIGkKlI0/rqLRFE1eMCFtNATpGrRcHxzPFvscY3wq3XnKPuzEXjluK/Z6H+x70fTL\\n3u2RvdEHe71FDrdnD4TSyhL5M8jh3tj3zrFf9l4f7OW1uK04h9to+vEPDUh1QT6f/eOr4t39+MdX\\n27ub+0cv3p1FFllc2HH8+HH84Ac/6Pr9GzduxB/8wR9M4ojaR3YjnUXPYTKGeX6YWtJlnui+Gy9P\\nEtf7xWFRinl+eu3JWMPXmERSpxZfSJQjinLUXMPXsmTJdvyeKVGEKdFYDZ2saWgEBTqmievQhsTU\\nMflieJ4fppb7kI8LIKk/VcfWTFOP63/F+cW1X5rg2EwT/2y20MQ1j7ke2McXI0VKUWzDviSxj5c7\\nqkQUlYgmNXQqg4rE0e+SfTx2eaz9sI/rT8Mu2Mdjm5XkFt/W23CM9xPXC0Ns5+nEs7ckjvH5VCOK\\nahv2pSbsB8MIgwC8puw1GJDYC47TesjhMfbpsbbT+EoOx+yNXtiLKHTwjwHZP8TrJUpRaqPJN2E/\\nEEUYaJHDtvL7isc/NYwwFUjdiMzzw3Hb8XGB3vyjITQzFf8gffjHZHt3fMPzVfHubnI48e5J8I8v\\nn3f37h+qd2eRRRaTGC2eEk/asZpEEAQ4cOBA17tZvnz5BA2ovyCswyJd3SxGncVXJ3bu2oVdO3cm\\n2xH40wc5QrT/hoaCP12RIyD8qVMvGl80y4mDId3hs5kmnvLW7j3tjtGNJiQkWa82jmac0hr+9CH1\\nM7TneD6zV7eB3tkHoilRp7HI0Q/7SHmyBPTHsR+NT3i9ZBzd5HA/7NVa0clhPz6HO7Jv8vrZy+He\\n2XfKYXUf/fjHV4N95t3nK/vz2bu3bN2KrVu2tNlLFllk0Wu4rov7778f/3fvKxi6+Q5opnlWjkuD\\nAKeeexK/t24VHnjgAViWdVaO20t0cw+cPZHOoud4olJMnvrcUHfwVsHEEVETuMLzMf3/Z++9YuS4\\n0vPv51Toqk4TSA7jMCcxZ1GiKImUqEAqr9bYtW+8NvCH7b0yDMM39q2vFjCwWKxvjG/9wZ9hGPb+\\nvYrr1a4CKVGiRAUqBypSFEmJYhCnuyvXOd/FOXX6dE1NJ80MKapeQBC6p96uUz++/fSp8Lwnonim\\nUoTJGIqU4pYG920lcVvdxet2QfrS1nkBqpTiuTLPqcYUNzoeHhsoycfg7qg5eLFk4aJobb/J9WEy\\n4EjZhskYZsQxdjrcr5j8GN9Zc/BMuSivhm9zfcQAXi7xnNlRjC3C45j86B+oOXi6UpRX3Xc6Hs4a\\nJj4t8ONbEEbcZ1cty8nIXTUHv68U5V2DGxoeTlomPjd5zuIgxMogwkMDJdiUQQPD/pqL31VLSNqo\\n7G24eNsycUrkrPBDLIwiPF4pwWAMBcZwW93Fb6sleRFvX93FMdvEV4L9NX6AmRHFQcG+RCn2Njzp\\nHQWA2+sOXrYt6Utb7wUoU4rDgv1gTHFDBvtny0V5Z2yz60MH8KLgODOKscP18ZjCfn/NwTOVItyk\\nW6vjIyTAKyJnThRhsxuMY/9UpSjvTlznePjSMPGZYD8a8vWBH6uW5KQuzX5Pw8O7lomTguOSIMTy\\nIMJjVc5RZwx31lvZ39Jw8b5t4rTguNIPMaqwtxjDvgz2b9kF6Qlc4wcYjigOCfZlSrEng/1R25Ke\\n4g2ejyJleF6wH4pj7HJ8PDJQkif2afZbXB8EwEuC46woxvYO7Hc4HnyN4NUiz5kXRtwjrdTwgZqD\\nJytFeRfoesfDacPECcF+YRhhtR/i8RT7JypFeXdpT8NtYb80CLFMYW8whjvq7jj9eMM2pad4lR9g\\nfhRL9jaluDWlH/vqLt60C9JTvNYLMEgpnhUcK5TiJpGTsL8jxX6j58OiDC+InOE45h7pgTL0CfRj\\nq+uDATgq2I9EsfRIp2s40Y9rHQ/nDAOfFPjEZH4YcY90Sj/+oLDf1fBwyjJxQnBcFERYFYR4fKAE\\nizIQMByouXiiWkJy73hvw8U7lokvRM7yIMTiMMLvBUeTMdyewX6ytXsgpth9NWs3Y9hfz7X7cml3\\nfgqdRx5TGAzTf0d6uvY1hZGfSOfRcxDGcM7U5VV4mzKcM/i15tViFY0xjYARgoUBn7YxAOcNDQUx\\ni7NYMyeJSxoBCEE15htRABcMDUXRPbSQlaMTAHyZGoBf1f/G0FCJeU6RUnxeMDNzkkeEAwJc0jUM\\niv1alOELS5df8DKlcr8L+Ool8AkwpmuYITrPmozhjKlLr1dJyVksViPxCEHdaO5XZwxfmbqc9BQV\\njisEx5pGEBOC+WEs2X89AXuk2C9KsbcEx3bsEwZxin2ZUpyYgGPyiF8W+5NWds4ccQaQsB9S2J+a\\ngP2owr6ma5gp2Btt2C8R7OsaQUQI5giOmmCvZ7BfqXCkhGBBmEyZGc4ZurwDZLVhX+6FvWAyJGo4\\nBnDR0GTn4FIb9s3Hs4FvdA1Vwd5uw35e2GQ/pmsYFhwLjOG0mc1+oWRPUNMJZinsv2yp4WbOUsE+\\nqeG5CvuzCnu1hlel2I8GzU7B57rUj0rQ1I+Lhga7C/0YVvTjoqHJjsWlNvoxorC/pGsYEDVsU4ov\\nFPYqx/lt9OP0BDW8SNGPmtHcrz6OffP4lqfYz1P0o3/t7qwfA1e7doet2p2lHytSNSy1GwxfG1ev\\ndhe60m6uH99Gu/PII4/vXxw/fhyHDh3Cxx9/jEajAaqsIpB7pPP4Tkb6cTKTtV5YMgCAocUPZrJ0\\ng5PWHFPkqN5C3mSITJwjXnipnJikP2N8jpvKCdM5bY4veS9Ij7VNDhHvqT60TjkaeIOW9NjS4+iO\\nfRuOIqcT+yyO/bB3Ugz6YT9urG1yEvZRh1pSX+vgj3xPOftJrOH08XXDvpcaTt7rhf1ENdwN+770\\n4zKxH1fDbcaavNcP+++yflxt2n1F6IfI+T5pdx555DE1Qdj0de3u9hv97LPP4h//8R9RKBTwySef\\nYGhoCLqu4+zZs5gxYwY2bdo0pePsFLlHOo+e4uChQ/j9oUPytYbWH8G0lwrgV9HVya0OQL22nOWn\\nKjDWMpnQGWv5kc/yhpmMtfyoG4y1/PhmjS39uenPSO+HN9ehiDBxTtrX5RKCCmMtx5zOyeJYSuWk\\nOaZzsjyB49kzxFCPrzP7NMfx64OO32aq2Fdoe44ErZMwjxCUe+TYDft0DffHfnwNd2Kf9jpnbZN+\\nnfYCZ40lzTHt+/yusR+nH12w76QfWezTNdyJvaPxNcDb6UfaK9uNfqTZ96MfuXbn2p31+krS7ttv\\nvjn3SOeRxySH9Eg/fxSzbptej/T5Z57An2xq75H+8z//c5imifvuuw//9E//hG3btmHfvn14+eWX\\n8cEHH+DAgQP40Y9+NCVjzD3SeUxJvGUX5I/+Kj/ER5YpJwUlSlGlTHpHAb6G5Bt2QU5Cr/FDfKA8\\nNjYQU/HoXzNngxfgjWJBPpa51gvwrm3KR+lmRDEYCC4qj7mt9wK8XizIR9rWeQHetgtysjE7inFW\\n06XvLvncY8WCfIx2gxfgTbsgJw7zwwinTV367gC+znXiHU2OT/2MRUGEL01dTmg0xjAaxvg8laNy\\nXBGE+Mw0ZedVizKMxLH0PCY56thW+yGOW6acfJQpRaUD+zV+INckBvgawmYX7N+xC9JDNzOKcV7T\\npe8uYa2yX586vjlhjK8MveVOUhZ7dawLwginTL1lMtmJ/fIgwuemLidoOmOYH8Y42Yb9yiDEJwVT\\nTthsyjCrC/ZqDVcoRYky6dudiP17likb7gzFMXQG6dtNGKgc0+xnRTG+TtXwuhSDNPu5YYQzqRpe\\n62ewV/7NR8MIJ5UaBnhdp2u4lX2IE6YhJ+EGY5jXgX1aP4qUYkZMpd+0G/bVmMJmTPp25fEo7Nem\\n2A/HMQgDLig5Wfqhsh/JYJ9Vw+rxzctgn1XD6n4XBq3sCeMe9TT714oWyuLxtrR+FBjDnCiWftNu\\n2OfanWt38m9xpWr37cgjjzy+b/HKK6/g7//+77F7927827/9G+bOnYtt27ZhdHQU//Ef/4GPP/74\\nso4vP5HOo+c4p2v4SvjsVvkhCGM4VrIA8GYtNmV43S6AET4pBICzhi490tf4IRiA14sFAMDNdQ8W\\nYzhmFwACLPV5zhlDxzc693qt9QLEAN4UObfWXBQYwzHxepXPTVhfGAbqOkElZljnBQgBvC22uaPm\\nokgpni/zq15rPZ7zuWnwJXRiig1eAJ8QvGubAOOTMYsyHKnw49vkBigxirdtEyEhmBFRbPQCuITg\\ng6IJwvhkzGQMLwkm2xwfRcbwpl1ATPikcKMHXNQ1nBYexxVBCJ0xvCxyrmv4sBnDG3YBlED67M7p\\nGs4K9qsF+9dEzu6GB0thv0iw/8rQcUH47Nb4QQv7PXWPcxTslwv2pw0dl1Ls3xI5+2qubHIDAKu9\\n8ezXewFCArxj85w7Q87+BZGzzgta2A8p7N8T7BcI9i8K9pvdAEXGJPuZgr2jsF8u2B8VTLan2M8J\\nY2wEcEHXcEZ4HFcK9q+InOsF+4Rj4pH+2tDwtfBIc/bAayV+fDem2C9uwz6p2b311hpeIWr4tKFj\\nTOce6bVegEhhf5tgn9TwNQl700BDI6gK9oHCfn8YoUgpjlR4zgaXsz9hGvA0guGIs3cJwXtFzn5U\\nsH9JsN8i2RcQEmCWYN8Q7DXGT6RNpYZ3CPZJDc8V7M/rGr4U7Ff5ITTG8KrI2dXwWtiPKvqReKRX\\nC04Jt5tS+rFE5Hxp6NIjvdYPQAG8IXJuSbFfKT7zlGGgpvMlxhL9SNjfXnNRUtivEexPmga/0yxr\\nuMl+XhjBVthvbKMf74saXhhEKCj6sdXh7N+yC4gIP6Hf6PFliY5bBakfhsJ+p9OqH/ME+2+n3ayj\\ndi+72rVbcEy0W2+j3QlHqd2GhrPG1avdXlfazfWjX+3OI488vn8RxzGGhoZgmiYqlQrq9Trq9TqG\\nhoYAAKdOnbqs48tPpPPoO/qxUagex26D9pET95EzzoPV5jM0NsHf2+RM9Kd2HPvJmSj64XglsifT\\nyD7r79PFvh+Ol4t9u+/1pLK/gms4TnNsE5OqH5PMfqK4ktlfqdp9OfXjSmQ/mdqdRx55fD9i+fLl\\nOHXqFFzXxerVq/Hmm2/if/7nf2AYBo4fP37Z15HOT6Tz6DlW+6G8KxQQghJluKnuAWhOtm5s8NdJ\\nM5PkKnaSMxBTmZPETSIneRxso9vM8cUdyCSHEgKw5n6TR/G2un5Lzpwoxpy66ExKCIiSkzRN2eE0\\nczxCsCCMsCCMWj43yUmapOwUOQ0t6TAayTthnkagsWZO8qjarkayX/56hR/Ku5AhuEcuyUkm5TeI\\nnOSxumv8ENco7MtdsF/vtXIcVNgnk7o0+00p9rOiGDcJjjEh0JWxJgxU9h7hXZqTTs2cQTMnOZ40\\n+9Ewwqhg70/A/roU+6VBhKWCvUsI9C7Yr/RDeRcyBIFFx7PfnWK/xguxBk32FUp7Zj+ksKdoZZIc\\n7+YU+5EoxohSw2YG+20pjvPCWHZqTtdwcjzXpnIWBZG8E+ZNyL51v8uCCMsU9kYG+3QNr/JDeRcy\\nIARFhX0y+U+zX5vSj2o7/RA5G1Lsh9uwTxhtSenH7CjGbIV9Vt1vT3GcH8byLmSavTeBfiwOIvkU\\ng6cREIWjXJIsVcPL/RDLBUcnVRcT6Ueu3dOn3ekavsYLcQ2uXu1eGEZY2FG7W/fbj3bnkUceUxT9\\nXOWbhvjhD3+IarUKALjllltw6tQpPPvss4jjGHPmzMHNl7lvQn4inUdPEQEYVNrOFxhDkbGWRimM\\nNLcZpPwHMZ1jMzaugYm6TZTKsRiDBSa9XwCfDHfKKYBJ71eyTVGOjSLQWnNsxmCC+wWT0MSYxU4R\\nKPsZpHTc8WkMoDpaxhp1YGKCocRYS/MYis4ce2VvZbBn6Mw+zTFOMfAzOTLpfwP4WErK2LLYG4D0\\nfQL8boSlsA9bjm88e4vxlWSK08B+XA13wT7hn8S0sQdBmSnsU/sxUuNQPysBEnVkz+Cl9ptmnz6+\\nrBrui706/oz9ZLFX98PH2p1+2B31o5VBAILCBOyzOBIGsB71w2YMHlp1K+6CY67duXZ/l7Q7jzzy\\nmOJguOLWkX7wwQcRhiEqlQq2bt0KQgiOHTuGMAyxadMmbN26dcqH2i7yE+k8egoDwPMlGxd1DTqA\\nBy81cF7X8GpReBwdDyMRxWMDJQDca3lLw8Oz5SLGNA0mAx4ca+CsoeMN4cG6qeGhSiker/KcJUGE\\nGx0Pz5SLaGgabMbwg0sNnDZ0vGs1PY4mA347UAKEz3Wn4+PJcgmexq/23z/WwEnDwHHRHOf2uosY\\nwO9Ezho/xBbXx0NDZUQABijFfWMOPjMNfCIanByoOfAJwe+rRYDxBinr/AAPDZQRAxiOKe6pOTha\\ntGWjqXvHHLiE4MkBnrPV9bEyiPCbgRIogJE4xv6aiyOlIs7rGgg4k280TXrzdjo+FkYRHq+WwADM\\ni2LcVndxuFTEN4L9Dy81cE7X8Jpgf4PjYWZE8ahgvzCMsLfh4VC5iJqmocAYHhxr4CtDx5uC/c0N\\nD2WF/bIgwg2Z7A28JzjeWnehA/hfwXGVH2KH6+ORwTICApQpwwNjDZw0DXwo1i+9o+YiBPCEyFnr\\nB9jsBpL9IKW4V7D/VLC/S7D/g2C/yQuwxg8lxxkxxd01By8Vbdlo6kHB/inBfpvrY3kQ4SGRMzuK\\ncWfdxQulIi7oGjTB/qKu4ajgeJ3jYzSK8JhgMj+Ksa/u4rlyEZc0DYao+3O6Ln2eux0Pw0rdLwoj\\n7JmA/VuC/Z6GiyJlkuPyIMQux8fT5SIcTUORMTxwqYFThoH3Bft9dRdEYb/aD7Hd9fHwUBkhgIqo\\n+89NAx8J9nfWHAQEeKLKc9Z7ATaKGo4ADIkafrloy2ZHdwv2Twr2m70AqxX2M2OKu2oOXizaOGfo\\nIAB+MNaASwieFuy3uz6WibpnAOZEMe6ou3i+VMRFwf6Hlxq4oGt4RbC/3vEwP4ol+wVhhFtT+vGD\\nsQa+NnS8bjf96YOUypzFYYSbGh4Olouoaxoswf6MoUvf596GC4syqR8rghDXOT6eKpfgarzr8gOX\\nGvjCMGRzrdvqLpiiH9f4IbYq+lGlFPePOThhGvhYsN8v2P9esN/gBVifoR8q+3vGHHiKfmxxA6wK\\nmuxnxTEO1Fy8WCrinKIfDiF4WoztWtfH4rCpH3OjGLcr7PvTboYHx5y22r00iLD7atbuKMb+elO7\\nNVH3Wdqd1KPU7nIR32hXr3Z/ahr4bIq1+wHkkUceV0tMaJlhDHHc7IlgWRYsi2tlHMfYuHEjNm7c\\nKP+uKUvyXY7IT6Tz6DlMxvijaMqVpCz/nPqewdAxhwEt3ywDvefoWdt02g9jCFOPjY3bb3o/jCFS\\ncizBhLTJIamxFLJyMuxmrWt5Tg97ybGHHJOxlvVBu8npl308SezbHd93jX3QI3s9xd7OOr5xOUCs\\n/GZ1y55+a/Z96Mc0ss+s4Xb76UM/NLR6WDP1I5VzuWr4+6LdV5N+TI9296cf/fjz88gjj95jOteR\\nZiz7ZNpxHLzyyisgXfYdmTNnDlavXj25g+sh8hPpPHqOImNYEkQtS1skHrPkvcXCK5V8H6uUohrQ\\nzBxPI6hSYInISb5ZQzHFUExbluBJclyNwIyZfJ340mbFMWbFTX+VmuNo3AubvE62mRPFchzpHNVH\\np24zT+Qkx6OJbbzM/fLPSLy/yX4LbTgmx5x4zpLjK/XBfoBSDATZHPkdoCb7ZOI3HFMMt2FfUThG\\nKfaOcnVQZW8yNu74+mE/P2r1n+ronn0yVqsL9oskE/66TBnKk8y+qHBM9jMj5ktAZdWwq3Ffa5r9\\nSBSv+aKdAAAgAElEQVRjBICbyV6DDoW94Dg3VcNJThbHJvtWRobYJotJwn5hir3dRQ1L9uLvFUpR\\nmUA/fI0Aqn6IGKQUg23YWxnsZ8YxZk6gH65GYGewny04uhk17GgaiMLen0A/CCZmn3zugpR+mG04\\n1lPsE/2Yau1OTnhy7W7WsNRummt3Wj/60e488sjj6o6TJ0/iT/7kT+SJdBRFuHTpEizLgm3b0DQN\\nURTBcRxomoY//dM/xS9+8YvLNl7CGGt77aGbxajz+P7EwUOHcOjgQfk6Bv8xVCNC+ys0FED6QYyQ\\n8LtOveQEhLR6zNB6dSsrxyekxWOWtU06PELGeSvb5USEyHU7k8ji1JrD7z60vIf2HK9k9unXwJXL\\nPiaQa9zKz0HvHPvJCQhQSN2N6VTD/bDvlWNISIvns5ucrBruyD7j79NXw+3Z91PDOfvucnLtvnLZ\\nX8naffOePdhzmRsL5ZHH1Rae5+Ef/uEf8P8cPoqRfXdDM8xp2S+NQpw/+AT+ePMa/OxnP0OxyJfY\\ncxwHx44dk9sdP34c//zP/4xrr70Wu3fvxtDQEE6cOIEnnngChUIBP/3pT6es4Vg358D5Hek8eo7H\\nqyUk7oXb6y6O2SZOG7yU1voBRiKKpypFGIyhQiluaXh4VHj1AODOuotjdkF6Ajd6AaqU4lCZ5wzF\\nFDc6HveLiaQDNQcvliyc03nOVteHyYDnyzYMxjASx9jp+Hh4oAxN/BjfVXPwVLmIRtKl2PURA3ip\\nxHPmRTH32Q2U5Q/4PTUHT1aKcMWVsF2Oh4bGfYQGY1gURljnB/hNtQyTMRCR80Sl2OxU2vDwuWXi\\nM5MzWRaE0mdXoLyRy/6ai/+tlkQPV2Bfw8VblomTIme1H2JhFOHRSgm6aExzW91tYX9Hiv06P8DM\\niOJpwb5KKfam2O+vOzhqW9ITuMkLUKYUzwr2M2KKGxwPjwyU5OM9B2oOjpRsnNdFh2jXhw7gBcFx\\ndhRjh+vjUYX93TUHT1eKaAgmOx0fIQGOipz5UcR9dm3Y3+B4qGncR2gwhsVhhDV+iEerJZiMQRP7\\n+V2lKO9w3Nrw8K7CfnkQYrnCvsAY7qy7+G21hOT+5W0NF+/ZJr4QHK/xQ4xGER6plGAw3khoX93F\\nY9WSvEN6R93Fm3YBZwTH9X6A4YjiGcF+gFLs6cB+s+ejSBmeE+xnxjF2OT4eTrF/oWTjgmC/3fVB\\nABwRHOdEMba7Ph4ZKENX2D9VKcIRTK5zPPgawctFnjMaRtwjXW1l/4dKUd4Z2u14OG2Y0m+6JIyw\\n2g/xmGCvi+9XK3sX71gmTgj2K4IQy4II/zNQgkV5k6Q7Uuxvr7t43TZxSrBf4weYH8WSfZlS3Nrw\\nxrF/wy7gS8FxgxdgkFIcFBwHKcVNgn0SB+oOXrQtnBM5WzwfFmU4LHJmxTGuy9CPF0Q/CADY4fpg\\nAF4U7OdGMba6PEdP1XDC/nrHg6sRvCLYLwwjrO+gHzc2PHxhmfhUcFwaRFgVhHhU1LABhgMZ+vG2\\nZeJzkbMqCLE45D5di/ImVben9GMqtHs4pth9NWs3Y9hf7067kxr+vmi3qh9Tpd35KXQeeVz9USqV\\nsGvXLvn65z//OX7yk5/gj/7ojzAyMgIAYIzh+uuvx3/+53/iyJEjl7Vzd34inUfPoTOGc6Yur8IX\\nKcNFQ1xrFiti1DUCRggqAZ/+EgAXDA0FMRu2mZIjoqYRgPAlggA+D/vG0GQXz0JWjk4AEIyIxgQx\\ngEuGhkrMc8qU4ouCmZmTPOIXEaCmaxgU+y1ShtOW3uL1SnIWidlTSIC6rmFGROXYvjR1OYEpU9oc\\nq1iNxCcEDYPIR0ENxnDW1Pm6puCP/qU5NjSCmBAUxVIkWoq93YZ9NWi2Ob1oaLAEx3bsZ/TBPjme\\nNPsSpfjCymY/X5xJJeyTf3O7DfvFgn0g2M9U2H+lsC+1YT8nbLL/2tTlneiJ2FNCUErYg+G8ocs7\\nQO3YD0zA3mrDcaaoYQpgzNBk19x27JPHK2MCjOkaqgr7UxOwH1VquKZrGBYcLcZwxmyyV2t4iWRP\\nUNcJZokcU7DXOrB3DCKX09FT7LP0I2FfVvTjYpf6MZhib3fBfpbC/pKhodwF+7mKfozpGgakfkzM\\nfuEE+mG10Y+lQZN9w+DLoSXsJ9SPFPt5Cvv+tbuzfgxf7dodtmp3N/pRVPTjnHF1a/eZjtrN9ePb\\naHceeeQxRcGU/6Zzfxmh+qNff/11/OQnP0G1WpXvE0Iwf/58FAoFfPbZZ1M/1jaRn0jn0VdYlElf\\nYfN18+8FxgDW6nfjk4GJcyyRE6Ry1O/ZuBwxWfBSOXFqm2jcOFo9jVnbZOU4qZz08cVtmOiMQWet\\nntROHA3GYGRw7IZ9mqMaE7FPj60r9tr0sifivfTxdcM+PdZ2HM0JaphNNnvx9+li36mG0znqfgkY\\nLDr++Lqp4clgP1X6Me472UXOePZTqx8aY3yJoD7Yp79v/Wl3GybfRj++S9o9CTX8/dbubP3oVbvz\\nyCOP708MDw/j6aefxsaNGzE6Oirff/fdd3H8+HEsWLDgMo4u90jn0WMcPHQITx46KF8TtF5QSnup\\nAO7hClsm451zDMaveCehsdYOqFk+Qp21drVN57hEQ5G1LkZJWGtH0PRnZI0tHemcEASmcoQuISiz\\n1sl5OicdHuFL8Kg5/XBM52hAy2em/XJAf+zT26SPzyMa7B7ZZ40tHeM5tlLJ2Y/3KmaNvxN7R9NQ\\nobQnjt2wT49jstiP44jO7DvpRxb76dAPh2iosKlnn2t3rt1Zx3clafetN+/B3twjnUcekxqJR/pX\\nzx3FyK3T65E+d+gJ/PGWVo90Ov71X/8Vv/zlL7FgwQKsX78e1WoVZ86cweuvv46RkRH85V/+Jfbt\\n2zclY8w90nlMSbxUtFGm/OdtjR/iuGVK71eVUlQpw2mj2SJkixfgVduSE4V1foh3reZ0ZTim/BEv\\nJWezF+DVoiWvaG/wArxlF+QjYCNRDAaCc8oja5u8AC8XLflI20YvwBu2Jf2L86IYX2qm9N0ln6vm\\nbPYCHLMtOdlYGEb4wjSk746A+9mOFi356O0WL8BLRUs+Qro0iPCZacg7BCZjWBDGco3NJOdI0UZJ\\ncFwdhPjENOXEqUS5bzPxPCY5r9mWnKCs9UN8oLAfoBRlyqRvN4v9ej/AO1ZBsp8RU/6YYor9K8rx\\nbPACvGlb0kM3O4oREyJ9dwlrleMmL8DrtiU9dPPDGGeMzuzV41sURjipsNfA6+3lYqGF/YvKZ6wK\\nIpxQ2BcYw7wwxokU+xeUGr4mCPFxwZSexzLlfuVO7N+3TDnJG6QURcqkb3ci9m+LtXQB3iFaY5Dr\\nqE7EXq3hOVGMkBDpmZ6IvVrDC8IIp01D+nYBYIM/nr36fVscRvjcNOTdQh3AwiAaV8Ot7EN8Zhry\\nbpPFGOZ2YJ/WjwrlHYdPptirHNf6Id5T9GMoprCy9EPJ2eAHeMsqyPvZs+IYYJCe6YSbyj6tH3Oj\\nGD4h0jOd/Pu004/RlH4AvA7S+nFUYb8kpR8G458znr2N4gT6URT+1xNm9+xz7c61O/m36Ee71bFO\\nrN2W5NaPdk/NVDmPPPK4kuOee+7BwMAADh8+jM8++wxRFMGyLNx66624+eabsWXLlss6vvxEOo+e\\no64RfGwVYDD+46gzhmMlvlj6DQ0PNmV4yy6AET75BviE9bzwOK7zQxAAbxT5ScXNdQ8WY3jTLgAE\\nWOrznK8MHd/o3Ou1wQtAAbwjcm6tuSgwhjfF61U+Pw06Yxio6wSVmGGjFyBScubVXJQpxZEyv+q1\\n1uM5X5gGXI1gMKbY7AUICMF7tgkwPhkrUoaXKvz4NrncuHXSNOBrBDMiii1eAI8QHC+aIIxPxizG\\n8LJgss3xUWIM79gFxEQsl+Pxx90+sgrQGJ+MmYzhVZFzXcNHkTG8bRdACZ/MAMAFXcNZ4XFc64fQ\\nFPa7U+wXCfZfGzouCJ/dep+PP+G2J8V+ucL+Uor92yJnX4r9am88+01egIgA79p8m/mhi5LCfp0X\\ntLAfUti/L9gvCiPYCvvNgv3npoFA4z67hP2Hgv2qIEJBYb89xT7x2TmihnXGT6QNhf31gn3CcYHI\\nOW9o+Fp4pDl74PUSP74bU+wXd8F+b93l7MXrFaKGvzR0jOncI52u+9tS7K8R7E+bBhoaQVVh/55g\\nvyCMUKIUL1Y4+w1KDXsawXDE2fuE4IMiZ79YsD8q2G9xA5QYw3t2ASEBZgn2rmCvMX4iXWAMrwiO\\nOwT7pIYTj3RDYb/G5+yTGt7V8FrYjwqO5w0d54R+rPVDaACOCQY31T3YSg0ny+ecNXTpkd6QYn9L\\niv1KRT9qOkGZcv2IFfZzU+zXCPanTAOORjAgajhU2I8K9i8J9hvb6McHooaXBBFspYa3Opz9u3YB\\nEeEnoluEfnyo6EdBqeGdTqt+JB7pb6fdrKN2L7vatVvRj49EDU+k3QlHqd2GhrPG1a3dH3Sl3fhW\\n2p1HHnlMYTBMr0e6i5g1axYOHDiAtWvX4ty5cwjDEMViEQsWLMDcuXNRKBQ6f8gURqcVDPLIY8Lo\\n57umPg7WbdA+cto9ejdRjFunsovP6CVnoj+1YzJhTrtBTRD9cLyS2YeTwL7d8V1u9v1wnGr2ZIKD\\n76eG+2J/BddwnObYRXyX9ONKZn+5tPtK1o8rmf1kaHceeeQxyTFdJ9B97FPTNDiOgwsXLuDcuXO4\\ndOkSwjBsaUp2uSL3SOfRUxw8dAj/3/OH5evhmLY86hgTYEZEcUm852oEq/2w5TG3GTFteTSVgT/S\\n2dD4ex4hWBmELY93zorilscwCYACZbL5i08IlgchvmiTowMAazY2qWsaVvkBTis5s6O45VE5k7U2\\npXE1gmVBiDPGxDkWYy2NX3xCsCiM5OOPDY1gTYpJhVLUtSaTiBDMjSK5ZIyjEVzTgSMlwFBEMdaG\\n/cw4xnm9dQXTEqVwemCvgTcxSh7hDQjB0iDEKSVnJIpbHlk2GEDRbLTT0AhW+mFb9gXW2lDM0wiW\\nBFHL49PpnDJlLY8gBoRgNIzkNlkcJ4v9YERRE+95GsGqLtgXKYUr9u0TghVdsNeVmuyOPW8ixMSU\\n1NH4fk63qeEs9osDtYY1rPGDluMrK9/hZGy9s+ePryecutEPCv5obPI5nqitFo5xLP89gaRhHYWn\\nsO9GPwhrNlMKCMGSoH0Nc/1I9sgZLO9RPzxCsLhH/QgJwfwowtdtajjX7ly7v2va/RfX35CvI51H\\nHpMc0iP97FHMvuVuEHN6PNIsDPH1s0/gj7e290h/9dVX+L//9//ilVdeged5IISAMYbZs2dj7969\\n2LNnDwYHB6dkjLlHOo9JjxCQHieAT1YMxloai8SkuU2J8kmdmlNgDDpjLc1VmPK5JWTnaGDS+wUA\\nFKQlJ0rlWIyBgEkPFsQ2lhwbha+Nz0n+po6tIN/nkyv17zbjHVIT76HBgFCHHCs/nlYmQcZn1FP7\\njdGeYxZ72gd79Xi7Zk/6Y28oY/M6sCfgJ0kq+4C0MtJSzGwGuOiNfTGDfYTe2bNpZG92YA8w6QPl\\nx0NgMIV9Ro5aw0ljI5V9K0eaWcOuMtYs9unjK1GGmtbcL9Bf3bMOOQXGoDHW0nQtrTnd1HBMCAo9\\nsgcITIV9J/3QGRDpzY7H3epHA5CeaaC/Gs61O9fuK1m788gjj6mPiZ48m+xg6O6Jk0cffRS//vWv\\nsWrVKmzYsAHFYhEXLlzAsWPH8Otf/xqlUgm33XbbVA93wshPpPPoKUwAL5RsXDQ0GAx48FIDF3VN\\n+iJvaHgYiSgeGyyBgfvsbml4eK5cxJjOPY4PjjVwztDxuuKzq1KKxwZKALhH+kbHw6FKEXWNe71+\\ncKmBLw0d79hNn53JgMdFzio/xE7Hx9OVElyNe73uH2vglGFw3xaAO2ouYgBPiJy1Xogtro+Hh8oI\\nCTAYU9w35uBz08DHlgEw4K6ag5AQ/KHKr5RtcgOs8wM8NFCWd3DuqTn4pGDg84IBwoB7xxz4hOCp\\nAZ6zzfGxMojwm8ESKPiV+P01Fy+WijhvaNAYZ+ISgmfE2K5r+FgYRfjtAOc4P4xxW93FC6WiZP/D\\nSw1c0DXpzdvd8DBTYb8oiLC34eHZchE1nfvsHhxr4GtDlx7HPXUPZUolx+V+hBscDwcrRTQU9mcM\\nA+8KjvtqLnQA/ytyVnshdrit7B8Ya+AL08BxsRbpnWMuIoX9Oi/AZjfAI4L9UExx75iDE6aBTwT7\\nu2sOAoX9ZjfAGj/EQwMlxIT77O6uOXi5ZOOswdcifXDMgaew3+74WB5EeEiwnxPGuLPeZK8L9o5G\\n8EyFj+36ho/RKMJDgv2CMMa+uovny0V8o2swRd2f13W8pnikhyOK3wr2i4MIezLYnzX0Fo90kTL8\\nVjBZ4YfY5fiSfYkyPHCpgdOGwX2f4B5porC/xgux3fXxVLUEj3CP9P2C/YeC/f4xByEBnqjynA1u\\ngI1+gIcHyogIMCxq+LOCwZsqMeCeGq/hhP0WN8Bqhf2siOKumoOjJRtfG3wt4x+IGk7Y73B8LBN1\\nz8A90nfUXRwpFXFBsP/hpQYaGsFBwX5Xw8P8KJZ1PxpEuLXh4XC5iEtCP34g9EP1SA8q+rEkiHCT\\nwt5W2L+leqQV9iv9ENc5Pp6plOBo3COdsH9fsL+95oIB+J3IWeOF2Or6eLJagk+4R/r+MQcnTQMf\\nCfYHBPvfC/Yb3QDrM/Tj04KBE0I/7hH68aTguNUJsCoI8dBgCTH4HcMDNRcvlYo4l9KPp8XYdjo+\\nFocRfiM4zgtj3J7Sj961m+HBMaetdi/zI+y+mrU7jLE/pR8/6Fa7y0Vc1K9e7f7MNPDpFGv3g8gj\\njzy+b/Hv//7v2LVrF/7qr/4Ko6OjIISAUorDhw/jV7/6FQ4ePHhZT6Rzj3QePUenZS0AjPM9mN1c\\n4UptY/RxVUzvI8fo5ngmIUdLpXRamiUrJ710SWZc5ez1VE56ndWsSHPspobTV2WnjH0q+uE4fexb\\nX08f+44pl62Gp4v9ZOhHrt3Tx37a9OM7xH4y9COPPPKYwrgCv29ffPEFdu7ciRkzZkhPtKZpWLly\\nJebPn49z585d1vHld6Tz6DkqlKHiR/AUP1PSMTTxRS0TXUeT5iVDMcVQTFv8Z0mOTwiqAJaLnOR7\\nPDOimBnRFq9VkuNpBGbM5OvE/zknijEnQmaOqxEUaDMn8dvNVzqxpnMS/1n6+EZFTsLAZM1tGqmc\\nxIeZdHIORE5RjCWLY/IZSQfixJdZpQzVLtknzWaGY76k0ETsy2iyT2JWRDGrDfuywjHxznVib7Bm\\nTpRi74rjIZiYfTL+hSn2BcE+i4mbZi8+o9QF+6Up9gMxw0AcSW+nmtMv+yLG1/BIRDHShn0xo4aT\\njthhJnsNmrKfZJsFKfY664a9eC1yrC7YJzWc7LfckX2ssOd/H4wpBttwBJo1nLCfEVPMmCDHIwRW\\nBvvZUYzZbWrYzmA/rw17R9NAMtin9cNoox8J66STc/LabsPRmYD9VGt3EletdpPutTutH9WYoRpf\\nvdqtoXv9+DbanUceeUxRsNT/p2N/Xexr7ty5eP/997Fu3TosWLAAhmHA93188sknuHjxIoaHh6d8\\nqO0ibzaWR09x8NAhHDx4UL6mGP9YQwzRHEYEQet3JcsXEZHWK+nd5ISEtL3Kn5UTEDLOW9np59kn\\nZJwnsFOOJybdSWRxUiMm46/Wd+I4WexD0nrnox/2U8Wx15yYkHF3rKeLfYTWK5P9sE/HZa1hQlo8\\nxf1wTOdMRg1nsu9LP65g9t8h/ci1O9fuycjpRrv37NmTNxvLI49JDtls7BBvNqYZ09NsjEYhzj37\\nBH68rX2zsZ/97Gf4r//6L9x555248cYbMTg4iJMnT+KRRx7BN998gz/7sz/DAw88MCVjzJuN5TEl\\n8Xi1JO8U3Vlz8bZtyo6r670AIxHFk9UidMYwEFPc0vDw6AD3OQHAgZqLY8UCzohunJvdAFVK8Uyl\\nCIMxzIgobnQ8PCI8ZgBw95iDl0qW7Ca63fFhMuC5ig2DMcyJYux0fDw8UAYRWfeMOThcsnHB4D/F\\n1zk+YgBHyjxnQRhzn91gWf6A3zfm4A+VorzDsbvhoaFpeLlkwWAMS4II64S/1GAMOuN+0t9Vi/DE\\nFfM9dQ/nDQ3HijxnhR9iZRDhkYESTNEsZn/NxW+rJQSC4+11Fx9YJk4UOMc1XoiFUYTHqiUUGEOZ\\nMtxWd1vY76+5eNM2ZcfVDV6AmRHFU4L9YEyxN8X+rpqDV4uW7J66xQ1QphQHBftZEcUNjoeHhR8u\\nYf9iycY5wXGH40MHcFhwnBvG2OG2sr93zMFzZVt2Bb6+4SMkwIsiZzSMsNkNJHsiclT2NzY81DTu\\n4TQYw9Igwho/xCMDJRiMwWDci/e/1aK843Fb3cNHlolPBceVfojlQYRHBXubMtwpOIaC4x11zjHp\\nkLvWCzGqsK9Qhn11F48NcI9qwv4Nu4DTJue40QswHFE8LdgPxRR7Mti/UrRkB+Ctro8iZTgk2I9E\\nMXY5flv21zo+CIDnBcd5YYztro+HBsvQWJP9s2Ub3wj2uxoefI3gpRLPWRRE0iOtMwZN1PDvq0W4\\nguNNDQ+XNO7hNBjDsiDCaj/Eo4K9yfjxtLJ38aFlcp81uPd1maj7AuPNi+6o87oPJ9CPdV6A+VGM\\nxwX7akxxa8Mbz75YwGnBcZMbYJBSPC04DscUNzVS+lFzcLRoyQ7A21wfFmV4VuTMjmJcl6Efz5ds\\nnBfsdzo+GIAXBPv5YYytro9HFPb3jTl4slKU3YdvaHhwNYKjgv3iIML6Dvpxc93DRUPDa0I/lvsR\\nVgWh1I8CYziQoR/HFfbX+CEWhxH+R3AsUYbbU/oxFdo9M6LYfTVrN2XYX+9TuwdKSO4dX43a/ftK\\nUd6dnirt3oM88shjSqPLu8STtq8u4q//+q8BAL/61a/w85//HJRSGIaBa6+9Fj/96U9x9913T+Eg\\nO0d+Ip1Hz2EwhvOGLu9CFCmTS6Yk0SAETOMNeADuc7po8GZBAH8sMSsHGsGMqNme85Kuye6hFsvI\\n0QgAgjkRn2ZTAHVdQyXmOYU2OcmjrbHIGYyT7qAMZ0y95Uue5CQRAWjomhyrRRm+Kugtvrh0TkAI\\nHI1gthiryZhs1JTsNz3WgBC4GkGZ8hy9B/bJ8RAGXDI06Udrx35WH+yTx4p7YT8a8tcJ+yEx1mIX\\n7ENw9jMV9mcV9mVKMzk6GoFNm+zPGbq8k5TF3hfsKwr7C4Yu7wC1Yz/UC3txfCOiLhiAMV2TnZ/b\\ncZynsK/pGqpdsE8iAmc/LDjalOHLQif2BA29WScFwV7rwN7VCIqCo9ED+6qiHxe61I9hhf03hibv\\nLlpt2M9OsS93wX6+oh81XZNaV6IUp1PLh3TSD7sL/QhFDSd1UuhBP0oK+/61u7N+zLzatZu2anc3\\nNfx90u4vO2o3149vo9155JHH9ytM08Tf/M3f4C/+4i9w+vRpNBoNzJo1CyMjI7BtG5qmdf6QKYz8\\nRDqPvqJEm2t6Nl83/15kDGCtvsESZaCYOKckcoJUjnrRalyOmCz46RzSOSfxZZFkbKnPSI8dUPyk\\n4r2oi5zEL1ZgDIWM40t/hjpWSzBRPWT9sm/L8duw1749+/TxtGNvADC6YK/uV7LvgaM9XezF8aXZ\\no4ucNHvaBXvV09gte0eyZzDo+OPrpobTY+2Gvav8QHarH/2wT+sHushJ18XU6Qd/zxRPAkw1+4m1\\nuw2T74t2X4n68Z3Sbq4f31a788gjj8kPAn7xbrqWvyI93P3WdR3VahUrV64EpRSapkHX9c6J0xC5\\nRzqPnuLgoUN4SvFIpyPtLwP4iY/aDoWg9buT9r4BfLIT95iTrH070euIkI6dRtP79TXSsbNoOifL\\n/8fQ6g9L56QPkK/TydoeTzqyxjoZ7NP7zTq+9OdeLvaMEBBlP65orkPb5PTDPn28Vxv7QDR3UqNT\\nDTPS+gPcFftU9MU+5cXM2s9k6EcnX29WTpYepmMc+4yx9cq+H/3ItTvX7qycK0m7b9mzB3tzj3Qe\\neUxqJB7pfz10FLP3TK9H+uvnnsCPt7f3SHueh//+7//GCy+8gNOnTyMIAqinrvv27cPf/u3fTskY\\nc490HlMSL5Rt+djYBi/A+5YprygPxzEqlOGk2SytHa6Pl0q2/NHf5AV42y7IH9GRKIYJhtNGM2e7\\n6+PFki0nyFtcH68XLfmDPy+MQAmRflOA+x7VnK2uj9eKlpwELQwjuITgnJKzxfVxpGzLCeR218cr\\nJVv67pYGIU5YpvQ8moxhnR/gSKnJIH18K/0QH1um9JsWKcXKIMJLJaslR93vOj/AR5Yp784MxBQz\\n4xifFpqCtsP18VzZllf5N3oB3lPYz4hjlCiTnsessW32fLxlW5L97CiGDoYzHdgfK1ry7/PDCBEh\\n0m+asFZztrk+Xi1Z8rHTRUGEhkZwXuQQMGx2g3HsXxZeUgBYlmJfYAxr/BAvpjiq+13rh/hUYV+i\\nFHOjGJ+kOKo1vN4P8KHCfjCmmJHB/tmyLR/53egFeNcqSL/pzDiGTZn0PE7E/k3bkhPDOVEEAuDL\\nDuzVGl4QRggIkX7ThL3KcZvr45WSJR87XRyEqOk6Loirtzpj2OgHeEGp4e2uj6MlW06ylwecY3I3\\n1GIMq/1wXA23sg/wiWVKv2mZUszpwD6tH0NxjKGY4rNx7IsoUyrZv6Pox6woRiFDP1T2Wzwfr9tN\\n/ZgbRWAAvlJyOunHaBjB60o/muyXBCE+twzZydlgDOsz9ENlv8IP8YlSwzZlWBVksC/b8mQlrR9V\\nSjGSwf5wrt25dk+Rdqs1PFXafSvyyCOPKQum/Ddd++sifvGLX+Cxxx7DwoULsXz5chhG66nrwoUL\\np2Bw3Ud+Ip1Hz+EQgk9tAwbjkzGTMbxRLAAAbmjEKFKG9ywTjAALxdIVF3UN54XHcZMXQGcMb2Pp\\nTo0AACAASURBVImcm+v8JORdywQIsFQsf3He0PCN8HptcX0ADO/aPGdeGMGiDO/a/Ed2lc+NW18Z\\nOuo6QSVm2Or6oAA+ENssDCMUWDNnrcdzzhg6XOFL2+7yuwAf2CbA+GSsTCleLtkAeGMjADht6PAV\\nP3dAgI8sE4TxyViRUrxa5jnbHB8AcNI0EBFIP6ZHCD6xDWiMT8YsynCszI/vuoaPEmN43zJBibLM\\nCyH4TLDf6AUwFPa7U+yT5XIu6BouCJ/dZs+HprCfnWKfLD1yztCkz46zh+Q2P4xgKRxXe+PZbxPs\\n3xfbLApa2a/zghb2QzEFBPvjgv2yIERJYb9ZsD9l6AgUP2ZAgI8F+7V+CFthv93xUaYMH1gmYgLM\\nCZvsP7UN6IyfSBcYwzHB5HrBPuG4QFli50TBgKmwf1Pk3Jhiv7gN+7dFzpx6xNkLJitEDX9taNIj\\nnWa/IMX+GoV9QyOoKuyTul8chC3sN7hN9p5GpEc6JMCHFme/XLB/RbDfItkbCDRIP6Yv2GuMn0jb\\nlOI1wX6HYJ/UcOLHdBX2GzzOPqnhXY24hf1okCwpRHCiYKJAm+yTGr6pztknNZws+XRe13BReKS3\\npOp+bor9SsH+rKGjpvM7YVtd3lzsPbHNaIr9GsH+S0OHIzzF211+ly1hvyQIUaEUL5f4yczGNvrx\\noajhFT5nn9TwVofnfGEaCAmkR9ojBB8r+mEr+rHTadWPeYp+9K/drKN2L7vatTts1W69jXYnHNUl\\nuj4rXN3a/WFH7eb68W20O4888vh+xUMPPYRbb70Vd9xxB0ZGRsY90l2tVi/TyHjkJ9J59B2qH7Pb\\nYH3k9LOfuI8c1bcFoPP6Hn3mhKmcdkwm+lM/TKYrZ7rYpzm2y+mHY/qRx25yJorp4ni52E92DU/E\\nvp/jmz72vSddiewnily7x7O/kvXjSmY/GdqdRx55TEFcgXekG40GduzYgc2bN6NcLk/tmPqI3COd\\nR09x8NAh/Mfh5+TrMmXy8S2A/0AOxxR18Z6jEawMIpxSHiUbohTfKE2EYkJQplQ+EupqBMuDSC5v\\nAwDDMZXLcQD8+2cyyEdrfY1gSRDJZVkAYEZMcUHJyfKYLQyjlkcMZ8UU55SctI+roWlYGoY4q0+c\\nwxsCNXNcjWBhGLdsk84pMQZHmVwEhGBOHOOi4ORoGlYGYQvHNPuI8DszyXuuRrAixX6YUvmZAEAJ\\nQZFS+ViipxEsS7FPc0xz8QnB4jCSy7IAwMyY4rySk/bddcM+7RF0NA2Lwwhf98DR03iH32QsDU3D\\nqjRHxnjnWxEhIZjdI/uY8A7TTg/sGeFda4Me2BPxX8KyG/ZZHtyFUYSv2tUweHf0JFxNw8Iw6qmG\\nfY13tm7LPkM/RuJY6kOWfmSxr1AqHwnN1I8M9gWlyZGnESztQj+Apob4hGBRqoY7se9PP/pjPy+K\\ncUHrjf231e6sGs61O9fuydLu/7Prhnwd6TzymOSQHumDRzH75mn2SB9+Aj/e0d4j/Xd/93eYNWsW\\nfvzjH2N0dHRau3TnHuk8Jj0C8B/iJGzGcEFrLtWjMz45TbapihMFNcdkfAKWeL90xjt/JttUaOtn\\nANxjFaWaCjHSHEspYz8FMRZbyaHgEwOAd0iNMnICjUgfl8EYIk2Tvt0BSuESrSXHYgy+aDCTfIan\\nafL4KpTBT+3HEtskvk+LMVzSNDnWImMIoXKk446vmME+SnEcz56NY0+VbcoZ7M0M9oDCnmX/e4VK\\n8yLC+L+Xyj4rJ80+VNhXxYS9PXugpjWPr5xiP5DB0WIM3+jNZZJ0xhB0xV5HSfz7ZdVwJ/ZgvMGO\\nyj4rJ13DQG/sNcZANSI9jxOxVzkajCFQ2FfEhH18DZOWpaJqSt2XumBvM4aLWnOpHn1c3Y9nUmQM\\nY0T7dvrRBfss/WBo1nApQz+sVA3rjCHWiPRMd6MfJmPwNU36TSdm36ofY5omj69EW2t4IvaTrd1Z\\n+pFr9/dDu9P6MRXanUceeUxhsOnr2A10v69CoYBHH30U586dw9KlS2HbNohy0W358uW48cYbp2iU\\nnSM/kc6jpygAOFq0cNHQYDDgwUsNuITguSr3Nd3Q8DASUfx2oAQG7rO7peHhSMnCmM490g+ONXBR\\n1/C69Nl5qFKK/x0oAeAe6RsdD8+XLdTFJPsHlxr42tDwjvDZ3VpzYTLgdwP8CtYqP8ROhzeEcjXu\\n9bp/rIEvDV367O6ouWAAnqjynLVeiFmRj4MVG764I3DfmINThoGPLQNgwF01BzGAp0TOJjfAOj/A\\nI5UKYgLMiCjuqTk4YRr4vGCAMODeMQchAZ6p8Jxtjo+VcYSHqyVQcI/0/pqLTwoGTpt8HdgHxxrw\\nCcGhCud4XcPHAOU5DNxnd1vdbWH/w0sNOAr73Q0PMxX2i4IIexseXihZqOncZ/fgWAMXdE168/bU\\nPZQV9sv9CDc4Hg6XLTQU9mcNXXrk9tVc6ArH1V6IHVEr+wfGGjhj6Dhu8Zw7x1xQAH8QOeu8ALOi\\nWLIfiinuHXPwhWHgE8H+7pqDSGG/2Q2wxg/xSKWEmHCf3d01B5+ZBk4K9g+OOQgU9tsdH8vjCI8I\\n9nPCGHfWXbxStHDe0KAL9h4hOCQ4Xi/YPyLYLwhj7Ku7eKlk4RtdgynqvkEInhNju7HhYVhhvziI\\nsCeD/Xldk77qvXUXRcrwhGC/wg+xy/El+xJleECwT3y6t9VcEAC/F/u9xgsxEvk4VLHhEe6Rvn+s\\ngdOGzv3OAPaP8RpO2G9wA8zyYzxTsREQ7pG+p+bgpGngswJnf0/NQaiw3+IGWK2wnxVR3CXYf1Hg\\nPt0fjDXgK+x3OD6Wxc0anhvGuKPu4uWihQuC/Q+Ffjwr2O9qcC1I2I8GEW5teHixZOGS0I8fjDXw\\nja5JT/tNdQ+DlLMHuEf6JoW9Ldif0zXpT7+l7sKiDL8TOSv9ENc5vCGUIy4OPHCpga8MXXpFbxf6\\nkbBfk9KPgZji/jEHpw0dHwn2BwT7J0XORjfA+gz9+Nw0cELU8D1CP54WHLc6AVbFIR6plhCDe6QP\\n1Fx8WjBwKqUfB4V+7HR8DCr6MS+McXtKP3rXboYHx5y22r3Mj7D7atbuMMb+elO7dVn3XWh3ycJF\\n/erW7k+nWLt/hDzyyGOqY7pOphm6s26cOnUKmqbh+eefx5tvvjnuRHrv3r35iXQe361IL7mRGalv\\niNnNFzOVY/TxZdb7yNG6/TYrYTDWsydSY9m+tXZD1lirb63T8jvyA69i9voksO+mhpM7MUlMGftU\\n9MNR74Njf+yzfZS91HB/7LsY3GWq4X7Y96sf08H+ateP6dLuadOP7xD7ifSj03768XvnkUcefcQ0\\n3pHuNh544AF4njfh35csWTJ9g8mI/EQ6j55jiFIM+RSu4vFaLTqvOhp3VK0K+OvEgzgrjjErjqWX\\nTs1JPKKrRU4sfp3nRDHmRNk5vkZgxky+TmJBFAERpG9MzfE0ApM2c5JJzqIwahmHgeY2yTEmr5PG\\nKktEjiO8GkXGFAatOYF4vTxojgPgj7ut9mlmTrLfFUEro2FKMTwB+4amYabCPhnrSBxjpA37Mprs\\nqWA/N4oxtw37ksIxmUyl2ZMUe11hRMU2afZmG/ZJLS1NsS+1Ye+n2YvPGKAUAxNwTN5bmWI/I6aY\\nEVP575dmP9wH+6JyvMmDi/OiGPOiOLOGffHIZbqGR1MctRR79d8iOYlYnMqxWDfsk79z9uUu2K9I\\nsR+kFIMTstcAxOPYz4xjzOxSPxL2s+MYsyfI8QmBpbBP5g7zO+iHlcF+YYqjjvG1lGaf1g+7DcdQ\\nvF4WtH5mRdGPRirHS7FPjmeqtZte7dpNutfudA0PxxTD8dWr3YWutFuttf60O4888pjimK6Tadbd\\nvu69994pH8q3ibzZWB49xTOHDuGZgwfla9W3lkRISMvV93SzkqwL2RFpvZKezsmK9H4IOn8nA9Wj\\nmpGTtV8/w2OmRtZ+PcVjBow/5nRO1mekc7rhmD6+y8U+63imgz0Bn8T1wp4SSP/wRDndcEyPtR/2\\n3dTwd5l9ej9Z+pF+rxuOMWm9q9ZdDbfe8ZsM9pOlH744ae82h4CfiBS/Jftcu3PtvpL145Y9e/Jm\\nY3nkMckhm409cxRzbprmZmPPP4EfXdu+2djljLzZWB6THgTA49WSvMJ8V83B63YBn5u8lDZ5PkYi\\niocGyjAZw3Ac45aGh0cHyrJT6D01B68VCzglFlXf5vqoUoqnKkXojHsAb3Q8PDJQlj/O94018GLJ\\nwlciZ6fjwWTAoYoNnfE7STsdHw8NNFvj3z/WwOGSjXOiu+gNjocYwPNlnrMojLDF9fHQYBmEAToY\\n7htzcKhclF1mb264aGgaXipZ0Bm/Or7OD/CbgTJ0xh+VvKfm4LfVkuwafGvdxXlDw6tFnrPaD7Ay\\niPDQQBkGYygxiv01F49VS/IOwP66g/cLBXxa4Me33guwMIrwSJVzHKAUt9XdFvZ31xy8YRdwUrDf\\n7PmYGVE8LNjPiGPsTbG/t9bAy0ULpwXH7a6PMqV4WrCfE8W4wfHw8EBZTnI4e1t2ab3O8aADeFZw\\nXBBG2OG2sn9grIHnyjbOiw65uxseQgK8IHIWhyE2u4Fkb4Dh3hT7PQ0XNU3DUcF+RRBijR/ioYES\\ndMbvoN6dYn9n3cUZQ8Nrgv01foDlQYSHBfsypbiz3sr+QN3Bu3YBnwmOG7wAowr7QUqxr+7i8YES\\nQmSz3+L5GI4oHhHsZ8Yx9mSwP1q0cEaw3+F6KFKGZwT7uVGEXaKGVfZHSjbOCvbXOx4IgOcEx9Ew\\nwnbXx28ERyLqXmV/Y8OFrxEcKfGcpUGIjaKGNcYfOb2n5uCZShGXxJ2ivQ0XlzQNLwv2K4MQq/0Q\\nDw+UoTMGmzHcVXPweLUk7xTdWef+4GOC/Ro/wDJR9yZjqFCKO+ouflstybtYdwmOJwTHjZ6P+VGM\\nRwX7oTjGrQ0Pjw2UZRfgu2sOXi8W8IXguNX1MUgpnhQcZ8Uxbkqxv6/WwEtFC1+KnGtdDxZlOChy\\n5kURrnP8lrq/f6yB50s2vhbsdzkeGIDDgv3CMMJWRT80MNw/5uDZso0Lgv1NDReuRvCiYL8sCLG+\\ng37cUndx0dDwiuC4yg+xKmiyLzKKAxn6cdow8HqxINc2XhxGeFhwrFKK21P6MRXaPTuKsftq1m5K\\nsb/ep3a30Y+rQbsPlov4pqN28xruV7tvQR555DFVQVjzv+na39UQ+Yl0Hj1HgTHZsAYASpSirrde\\nKw8Iv6syLGYBBmO4ZPBmQQBQpGxcjksIoAEjYsasgWFMb3b0tVlGTvKYnLLWRl3nTVMAfrI1YY54\\nuo0CcHWCQZFTSHJYRg5ac2ZETBwPxdeiacpEORHhdztKYqwWYzhvaPJuaDmDYyQ4DghuZg/sZwj2\\numCf3OFqx36Owv6Swr4bjkD/7IdEjtkF+1jkWIK93QP7suBYEOz1NuxDwXFQ5BiCfXIXM4tjwn5m\\nL+xTNUzAUNObHX17YV9N13BWjggKwNEJhqPe2dsK+3Oi2dhEOUkNVxT2FxT2WTWcsB9S9OObLvVj\\nlsjRBPvkDpfdBXuAcyz3wJ4BaOgEAz2yV/Wj1GUNuxpBUYzVTunHRDm+RlBV2Pev3Z31Y/bVrt2C\\no9WDfuTa3YzJ0O488sgjjysp8hPpPPqKSsykjyt5rTYRSSainrLeG99m4pyKyAlT26gNW8bliB9x\\nP5WTHmu7HJ2J/SA1NozPSX7kTQaYGceTHjug+CAnOL70a3WsyWQofXzdsHfHsW/DROQE08TeS7Gn\\nPbAvMKAwDexLE7BvV8N9sY+/PXvCemAvOBoJ+/TxYHxOkz1DIca4+mvHvjhBbXXDfjL0g04xe20i\\n/cjI6Uc/khyLMljojn2jA/v+tLsNk1y7u9aP77d2c/34tuzzyCOPPK6UyD3SefQUBw8dwtOKR5qh\\n1cOU9pcBnf1vWV6qtOcq/Rlpz1bWNunXaW9YVqT3GxEi18JMIn3M6ZyssXXKYQTjrsqXKOvoXVPj\\ncrJPRzfsOzHphz0lBFoqp6PnNsXeE17TXthneVo75WRx7MS+mxpO5/TDMSa8wVAvOVle8179zn2x\\nz/VjXA0D49mnjyfX7ly7s+JK1u69e/Zgb+6RziOPSY3EI/3/Pn0Uc26cXo/02ReewI92tvdI/8u/\\n/AvuvvtuzJkzB5pykTGKIhw7dgwXLlzAHXfcMSVjzD3SeUxJPFe2YYsfvM1ugHdtU14NnxXFKFOG\\nE4VmaV3n+Hi6UkSJ8p/NrW6AN+0CIvGrOjeMYYDhC7OZs9Px8XzZlj/62x0fr5Us+cM7GkSICcEZ\\nU5c51zo+DpdtObnY4fh4uWTJvy8JIjgakX5TnQFbXJ6THM9Ox8dLJRuamEqs8ENc1A2cN5pXx9f5\\nAQ6XmjnXOT6OlG05cbjGC/GhZcoupJWYYmUQ4YWyJe8QXZc6vo1egOOWKe8WDkcUM2mMjwpNQbvO\\n8XFQGesWN8A7CvuRKEaRMnzehv0218cbtiXZzwtjaGA41QP7hUGEUCP4UnAEA3a4reyvTbFf6keo\\n60T6TQ3GsNkNWmopzX6lH+K8buCC0by7tsYP8ULJamH/QtmWE70NXoiPFfbVmGJ5EOFwir061k1e\\ngA9sU95pmRFRDNMYH6fYP1Ox5Wdw9gUEguPsKIZFGU72wH6+6Hp7ugP7V0uWnNguCiL4GpGeR8K4\\nVzLN/mjJkpPWZX6IMV2XftMCZdjoB3iu1MpereFVfojTpom64Jh0+j2SYq+OdYMXtLAfiCmWZbBP\\n68d7tinvjM2MYgxSik/GsS+iKDhucQO8bRcQigOcE8YwO+mH6+OYbck7bAvCCCzF/tpUTlo/FgcR\\nXEU/NMb92c8r7HkNW3Lyv9wPcUlhb1GG9R30Y7UX4iPLlJ24yzHDqiDEkbIlT7ay9ONDy5R3/oZi\\nisVhhBdLrewP5tp9+bS7Yst/v6tRu18s2dCnWLtzj3QeeXz/4pe//CU2bdqEWbNmtZxIh2GII0eO\\n4OOPP56yE+luIj+RzqPn8AjBiYIBg/HJmEUZ3ioVAPDJWIkyHC+YYIT/cAOAQwhOWiYKlE/GTMbw\\njs1z5oZ8EvFBwQQI/+EGgIu6hm+E12s7fGiM4T2RMxpEsCnDBxafrKwSS2ac03Xp9doBH2DABzbf\\nZkkQwVJy1no856yhw9UIBmM+3aAAPrRMgPHJWIE1cza5AQDgS0PnXraI54QAPrZMEMYnY2VKcaxo\\nAwC2OT4A4LRhICL8pAvgdxQ+Ff7SjV6AImV4o8iP77rIR4kyfFgwQQkwP+Q5rsJ+ixugoLAfSbFf\\nJNg3BHuLMmxzfRgK+3kp9ssF+wu6Jn122+GDKBwXptiv9sazB3wwAMfFNkv9VvbrvKCF/ZBgHyvs\\nV6bYbxbs/3/27jw6rvK+//jn3lml0S5bki3vK7YxeAObzRizhYAB4+JwWEJSQk6ztmmbpMtpz/l1\\ny2nahrZJ6pA0TVoI4AQCIYQkOAYbMCZAWMwWMHgD75ZtbbPPvb8/5s71zFiSR7J1JWver3OGRPI8\\nc5/5+OrxfPXc57l7/T4lTUONedlvc7KfG0+pMi/7RUXZN6eOZb8j6JfPzhbSYcvWa06O56UTiuTl\\n2JqX/a6QXwEn+0Be9k1F2U/sJXtfXvZjU+ls9s77m+acw20+Ux3OGulc9r93sp9QlP0ZTvYH/T51\\nm7k10oXZT0mkFMrLca6T436/T3HTUH36WPbvO9nPSKQUyVj6nZPjfDd7v5KmNCov++2hgEw7W0hX\\n5GV/jpP9br9fGSP7c57LfqeTfW782OLkeL5TzOVyHJc3fuxyxo/5zvjxhpNjcyqbfe4cnuS0OWqa\\nOuKskV7kZP+W06Y1VZjj9Lzxo9NZI31OUfYTi7KflTd+RE1DNc45bEvuc6YWncNn9TJ+pHVs/Jjp\\njB8vOzkuiCbdczhlZH/OpezsYvH48aozfiwuyn6Mk/3Jjd32CcfuKSN97E4Vjt2+PsbuXI4FY3do\\nZI/d751w7M6OHyczdgMYJHbew6vjleDAgQNKpVLHff/w4cPau3evksnkKe5Y/1BIY8Dy1x6WKjOA\\nNl4dJ3/tmqTj7zVyitoUr/Wy+2jT2x8NJJPj+lqC4Zz9cWvmSmiTLGrT1/vr7dJKr7IfSI5DlX1f\\n53DOqch+OI8fmQH8HQ/H7HszkPc3nMePU5H9cB4/hnP2p2LsBjByHTlyRF/60pckSe3t7fqnf/on\\nNTY2ujPStm3r6NGjisfjuuqqq4ayq6yRRv9s2LhRa599xv26wrILdtlMGtnZgdz3oqahKcn0sUvJ\\nlL1MNJrXJm0YqrAs9x/XmGloUjLtXr4qSbUZS+2+Y5d0WMpe3pf7EBk3DU1Ipt1L/6Ts5Y1Hffkr\\nrAolDEOtqbR72aUkNWQsHc5r09MaujHptHtrkJ7a+G25l9/lMmhNZdzbsvTUpsK23duA5Po2OpNR\\nhzNodJumpiZTfeaYMgxVZyz3EsNSss8YhkKW5X4Y6in74hyL17rFDUPjU2n30j9Jqs9YBe+3+ENl\\nKdn7pIKNa5KGoZZ0puA5xW3Ctu1eop17P2NSmYL+D1b2VRlLiX5ln73MOuNx9knD0Nh0Wof6OIeL\\ns+82TY1Lpfs8hweUfQ/jR2Mmo043e0NTSxg/Ki3L/aAdNQ1NLh4/LMu9tZeULTL81rGN1k7V+FGc\\n/akZP0y1niD74nM4bhpqTmcK3nMp2TN2M3YP57F75YUX6QrWSAOnlLtGev0LavF4jfT+zT2vkT56\\n9Ki++tWvSpJ+9KMf6dJLLy1YI20YhsLhsGbNmqVly5ZpxowZg9JH1khjUHSYpiLOuq2QbeuQeewW\\nMz7bVtIw3H9EQ5atRN7XUvYfzP2mz137ZdjZnUxzzwlaha8hZW+tESvaKMUyjn1QCvTSJpq3IUvx\\nP+5+O7tbaHGb7ryNX/y2rYRpupug+HpoE7RtdTmbJOXeX7dpuuvuQla278VtOk3TzSBg2zpsmu77\\n89u2EjrWJmxZx+UYsm0dMI/d5sQs6ltP2VfYlvaZAffvT3a2kOsre38P2ed/SA3YvWSftwGX3y6c\\n7fD30iY/+4BtK35c9uohR8PdITdgS0fNY5vjBK3sh7PiNvnncNC21eYz8/paavY+d93uwLLXcdkX\\nt/EXncO5D7W5v4nesi/OMWUa7oZIxT+juefkn8NB21bMNN0Nx8KW1cs5nJ+9raOm2a/sQ7atNvNY\\n9j7bVrIg++MzKc6+ePwIlTJ+2NnNjXLPKWX8MIuy72n8CBZl77NtpYuyP9H4EbJtRfOyD/WafeH4\\ncSQv+4BVeA73lj1jN2P3qRq783MctLFbAEaS3q4ziUQi+vznPy9Jqqys1Ec+8hG1tLS4hbRpmqqo\\nqFBjY6Nqa2s96m3PKKTRb9uCfu0P+OS3pVXt3Yobhp6tzq5ruqA7rqq0pV/WVMpWdk1Wa3dcL1SG\\n1OHL3gd2VUe3oqah5yLZ3z5d3BVX2LL0q5pKSdk1WWOjcT0fCanL+bBxQ3u32vymuz7s0s6YTFt6\\noib7GjMSKY1xNlqJmdm1Xtd3dOuA3+euD7uyMyZJ+k11ts3seErN6YSeqQor4czGXNcR1V6/X++H\\n/JItXd0ZlSXpSafN2bGkmhIZbawKK2Vk19m1dkb1QcCvXc79MK/tiCptSBuqsm0WRhMalUnr59WV\\nspRdT9vaGdOOoF97Aj6ZdjaTpGHo6apsjku6E6q3sm1sZdfZXd4V0+8qQu69SP/AyX6Tk/2F3XFF\\n8rKf4GT/28qQOp1CMZf9Zif7ZV1xhfKyn+pkvzkSUnde9of8Pr3l5HhZZ0xGXo4z4ym1pAuzX9nR\\nrf1+n7vO7iMdMdmS1jtt5sSTak5n3OzrMpau7Yhqj9+vbU7213RGlcnLfl4sqdEJy82+MS/7D5zs\\nVznZb3SyXxRNqDEv++ZURq1d2ez3Bnzy5WX/jJPjeUXZt6YyuqwrppcqQzrqy95HelV7t2KGoU1O\\n3y7qjqsync3RVnY9bU/Zd+dlf0lXTEHL1q+d7KclUhobTbjZV1q2VjrZv+1kf7mT/TrnuGc42T9b\\nFVbcyK6Rvt7JfquT/VUd0YLs58aSak5k9HRVWEkju0Z6bGdUuwN+7Qhms1/hZP+U02Z+LKlRiZQe\\nq6pUxsiukW7tjGpXwK8PnXW6N3R0K5WX/TlO9o86ObY42W8P+rXPyT53DueyP787rjrLcrMfl0zr\\n0u64XqwMqd0ZP25wzuFNTo5Lu+KqsLLnvZRdTzs2L/uwk/0Rn6nXnXWsy7tiCuRlP90ZP56LhBU1\\ns2ukV7Z366Df566RvqJo/JhVNH7UZCxd3xHVPr8vu1ZU0kc7suNHLsezehk/Pgz4tdM5h1c45/BT\\nTo4LokmNyqT0WHWlMsqup23tjGln0K/dRePHRmf8WBxNqME6lv0YJ/uTG7ttreqI9jl2TxnpY3fe\\n+LHHOYdvKHXsrgzpiG9kj93bTzh2VyhlaMBjN4BB5tX66BMIBAKaO3euJOlP/uRP1NTUpFQqpWg0\\nqnQ67T6vs7NTmUxGDQ0NQ9VVCmkMXJ8/b0XXkAVK+eEsauMfwA+0bwBtzOLr3QaxTU/r1vrqslk0\\nG3CiW8C4LziCszc8yt6wC9efDlr2RQaSo8+jc9hn97yOsj/ncCltjs++hM4N0TnsVfYDyXEgbUb6\\n+OHV2O3Z+HEaZX8qx25guNm+fbu2bNmiw4cPu9/z+XyaMGGCli1bJim7tre9vV2vvPKK9u3bp3Q6\\nraqqKs2bN0/jxo1TIBCQbdvav3+/3njjDe3fv18+n0/jxo3TggULVFlZ6b52KpXSW2+9pffff1/R\\naFR1dXU644wzNGnSJPn9J1HeeVVM51/i1YeqqiqtX79e7733ng4fPnzcxmMLFizQjTfeODh9LAGF\\nNPqtMWOp0dmpM3eLltwuqnEze+HYLGcn1txtbZrTGTWnMwVr8nJtoqapasvSbKdNbr3d7d7u9AAA\\nIABJREFU2FRGY1MZd91Yfpukkb0ELPd17h/aCam0lDp2XF9em4SRvbdl7uucyc4Oqbk2obznxIve\\nX25N5VSnTW5dZpV1rE2sqE1uDVtud9rcOre6jOXueBo1Ctvk1trOTBT2Y1TG0qi8dYz5bWJF2ef6\\n1pLOqKWX7LudSz1z2efW67amMmrtI/uKvIxy42Bx9n678P2YBdkbPWYf7iP7XN+mFWVfnZd9cY6p\\nouxzGdRnLNX3kn3uuGckCv8uRqctjU73nH3UNFWfl32qhOyzM3aZvPeX/fNxqYyUl72hwnM43EP2\\nE4tyDNiF7yf/NXLn8JSiHCtLOIenJY+dN5JU00f2udedWZR9Q8ZSQ5/jR+ZY9s5rNKUzaupj/Kjt\\nYfwYk85oTC9tkoahkOzjsh/vnMO57M2i7IM9ZD+pKPugffy5dKLxI1JC9rmdxXOZ1WYsd7fqUrMf\\n7LE711fG7mPjhzt2py2N6mX8GAljd0VJY3fh+xvI2A0MVy+88IL+8z//U52dnWptbZWUnVk977zz\\ntGzZMlmWpaNHj+rBBx/Us88+qyNHjkiSqqurVVFRoaamJgUCAe3fv1+PPfaYHnvsMcXjcUlSbW2t\\nbrnlFq1YsUKG87Px8ssv65577tG2bdtkWZZ8Pp8WL16s1atX64wzzhjYm/BwRrrUn+jHH39cP/zh\\nD5XJZFRZWVlwCyxJampqOvWd6wc2G0O/PLVxo57csMH92lT2A1lubZSU/Qcw/7fvxevbepLIW5NV\\napu08+Eqvy/5m8sYOn5MKO5bcZuejpssWmNW/Lp+ZW9fk6/4/RQrPq6p7Ie0cB9tivvW0y/3h0v2\\nxV9LJ87xVGRfSo6lZF+cbSnZF/e1lBzjRcftKbdiJzqHT1X2ibw1qj05FedwT+PHgLI3DQX7fQ4X\\nzt6V2/jB2M3YLZ1eY/ely5ZpGZuNYZhau3at7r33Xl111VW66aab3O8Hg0FVVVUpFotp3bp1+rM/\\n+zN97nOf0/Lly9XQ0KCDBw+qsbFRzc3NCgQC+ulPf6rvf//7mjZtmu644w51dXXpv//7v/X666/r\\niSeeUENDgxKJhD796U+rra1NH//4x3XmmWfqiSee0K9+9SstXbpUX/7ylxUMlrarQG6zsf/9zQtq\\nudDjzcae/7VWLzl+s7F8F154oebOnavbb79dM2bMUDAYdH+ZIEl+v1+hUGhQ+shmYzjlDEmP11S6\\nv4Ve0ZFdJ/l6RVA+W5ofS2h02tLDtREFbFuN6YyWd8f1WE1EKee8v64jqpcrgvogkD39zokmVG1Z\\n+lldtk1zKqOLonE9Whtx/3Fe2d6t5yMh7XUuVzmvO66ALT1VHZbPlsal0locTeiR2ohsZS8Hu76j\\nW5siYXc32Iu648pIeqYq22ZSMq35sYR+WhuRoeyld9d1RPV0pEJt/uxvvC7piqnbNLU5EpLPzs4K\\nzUkk9XBNtk3YsrWiM6onqyrcnWkv74ypzW/qxcpsm1nxpKYn03q4NiKfbavKsnRVZ0y/qKl0dym9\\nujOq3X6/XqnM5nhWLKnx6bQercm2qctYurwr2yb32/xrO6J6LRzUzmA2kwWxhBrzsh+VzuiS7rh+\\nXhNxd6K9vqNbL1WE9KGT/bnRhCJ52Y9JZXRBD9lvjoTdHWTP747LJ2mDk+P4ZFrnxAqzX9nRrWcj\\nYXc32KVdcaUM6VmnzeRkSvNiSTf7oG3r2o6oNkYqdNjJfnlXTJ2mqeed7GckUpqVSOnhmkqZyu46\\nfE1nVOurKtThZP/Rzpj2+U295GQ/O57U1GRajzjZV2csfaQrpsfyzuFrnDWqrzrn8NmxpMal0/pZ\\nTUR+21Z9xtJlTptUXvavhoPa5WS/MJZQfdrSI072o9MZLesh+xcrQtrtZL84GleFZetRJ/uxqbTO\\njyb0s9qI+0F2ZXu3nouE3Z14L+iOy5C00clxQjKtRXnZ+5zz/plI2N1V9+KumBKmoU2RbJupiZTO\\nSiT1U+ccDjnn8IaqCne33ku7Ymo3Tf3WyX5mIqWZiZQeqYnIlK1Ky9bVnVE9Xl3pzhR9tDOqvX6f\\nfudkPyee1JS87Gsylq7sih03fnwQ8GuLk/28WEJj0xk96mTfkM7o0qLx49qOqF7JGz8WRROqtSw9\\n4uTYlM5oaXdcj9ZE3JnmlR3der4ipL1OmyXRuEKWrSerK+Szs/eVXpI3fhg9ZH9hd1y2pKed7Ccm\\n01oQS+jh2oik7CZM13dE9XQkrDanzbKumGKmoeec7KclUjqzh/HjqaoKd3fiyzpjOuI39YKT4xnx\\nlGYkU+74EbEsfbQzm2Msb/zY4/frZWf8mBtPamIqew77bFu1GUtX9JD9qR67W1IZXTiSx+6Mpau6\\nShu7c+NHuYzdGyIVOnLCsTs7fgx07L5UwPBmWZa6urrU1tYmv9+v6upqhcPZvRCOHDmi733ve7r4\\n4ov10Y9+VJKUTCY1ceJE1dTUyO/3q7OzU1u2bJHP59MnP/lJzZs3T+l0WuFwWFdddZWefvppXXPN\\nNXrvvff08ssv64//+I/1kY98RLW1tWpoaNAHH3ygV155Rbt379bkyZOHMopT5vDhw7r22mt11lln\\nFVzaPlz0fn8JoBdB5zYc+fd1TBhG4W1RpIKv/c5OoGnn9/AVzmsU3AKkqI3PaZP7/XS4hzbFxzXs\\nwtcIldBGRccNOseN9vH+rKI2uZ1Oi2+DUnC7kqI2ufcT70eOxdlXWtZx76+37HMfrkrJ3jwV2dvD\\nP/tEf7J3jpNysz/+/Q0oe6Pn7Iv72p8cS8neVs859if7Cuf86885HBpA9oGi8aOn7IvP4Vz2uV9K\\n9JR98XHNUzB+lJL9QM7h4janYvwopc2xsTuLsfvkxg/G7pPLHhiu/H6/EomE7r77bt1www36xCc+\\nof/8z/90L73u6urS5s2bNWrUKH3lK1/RDTfcoFtvvVXf+c53tGPHDlmWpX379mnPnj1qampyL8/2\\n+/1qaWnR5MmT9fLLLyudTuvNN9+UaZqaPn26u2v1mDFjNGnSJHV3d2vbtm299tO27YKHZVlyL062\\nh+BxAgsXLtTu3bt19OhRJZNJpdPpgkcmM7QbETIjjQGpzVgFH8Zq3XV3pkbLUo1zi46EWfictFH8\\ndd5rOm1iRW0yfbVxjpvri0+2ajO2LJ24zbE1jbaCmcKf5tqMVXDZWa5Nbu1X2LYVztgFm8nUZqyC\\ny9tybXLvJ3fbkuL301OOuQ8OVU6b1Ana5L+/k8k+ehpkX2HbqsjYBRvQlJp9cQZ9ZV9tFb6/3HOK\\n/y56yj7en+zd4zr3R3S+Z/Uje7+dzd4uIftc30K2rVAP53Df2VuqyOi47Es5h0vJvttZI+1mP4Bz\\neCDZ5/pi5s7hfrQJONnnO1H2Axk/Kgdx/JAYu0/12F3N2F3y+NHfsRsYjqZOnao//uM/Vl1dnYLB\\noJ555hmtXbtWb7zxhr7zne+ora1Nhw8f1n/913/pr//6r/WXf/mXeuWVV3TXXXcplUrpzjvvVHd3\\nt2KxmOrq6gpmX30+nxoaGnTgwAHZtq22tjZFIhEFAoWXYVdUVMjn86mjo6PXfiYSCcViMVm5fzPj\\ncXct9nC0evVq/eu//qv27t2r8847T3V1dQXrpBsaGjRp0qQh6x9rpNEvGzZu1Ia8NdKWjr+sIa2+\\nf0NTvD7sRGsxT1Wb4jVoPT3HUOEvyAbSJmMY7j1gc4pzOr7N8TunZpRde9ab4tcsXm/bk1ORY/Ha\\nt1IMJMfitXyltCH7452q7AeS44na9DR+9Dt7I7sBW18GK/vi5xQbTtkXY+xm/CjFcBq7l7FGGsNY\\nJpORbdvu+t1EIqGHHnpIa9as0Wc/+1lNmTJFl1xyia6//nrdfffdqq6ulmVZ+pu/+Rvt2LFDf/RH\\nf6S6ujr9y7/8i+rq6vTtb3/bfe29e/fqE5/4hCZPnqxvfOMb+uEPf6h7771X//qv/6rzzz/ffd73\\nvvc9/exnP9Mdd9yhlStX9tjPNWvW6N///d+1d+9eSdkZ6mQyqZpZi9VyvodrpDPOGunz+l4jPWXK\\nFH3wwQfy+/3y+XwF66Ml6eabb9bdd989KH1kjTQGxVORCvcf40WxhN4IB93LC1vSaY1OW3qxMuR+\\nMLgwGtdvqircr8+NJfRqOOj+NnxcKi2fpJ2BY6fjBU6b3EY4S6JxvVQZci/tnJRMKW0Y7noxn2wt\\njia0Ia9v50Xjer4y7F7aOS2ZUrdpuGv1Qrat+bGEns5rc0E0rk2VYbcfZySSOuzzu2v1qixLcxJJ\\nPV1Z4X6IuTAa1zORcPZ2IJLOjCe1N+hXmy/bpi6T0fRkWs9EwgWZbIxUuB82FsQT+n0o6M4qjE5n\\nND6d1nOVhW2ezOvrObGEXs/Lfkw6rbAlbQ8ey7E4+8WxuF4Jh9zsx6eyie4qyn5dVYUqC7IPuzMN\\nk5MpJU1Du50c/batc2IJbczr2/lF2U9PpNTpM7TPaRO2Lc2LJfvMflYiqUM+v7tWr9rK7mr7TGW4\\nIPunnfWnkjQ/ntTOoF+HnezrMxlNTab1bFH2GyIV7ofDhfGEtoSD7iWJTemMxvWQ/fqqCndjn+Ls\\nx6bTClrK3oe5xOwnpFKyZbjrTQ3ZOj+a0IZI2L3tzZJoXC9Wht0ZmynJlOKmoT1OjgHb1qIest9c\\nGXY/pM5IJNXu82m/06bSsnRWIqmNeefwBUXn8OxEUgd8fneddY1laWYipWeLst8YCbsbds2PJ7Q1\\nFFCX85vihkxGU06Q/aJYQm+Gg+6lnc3ptMamM9p8guy3hIPuzFhrKq2ApB19jR+xuH4XDrmzgxNT\\nKWV0bPwwZWtJNJtjoJfxY2oypVhe9kHb1oITjB8zE0kd8fl0wGkTsSydeYLxY048qf1Bvw4553Bt\\nxtKMZErPRsJuBj2NH++Egu5O3KMyGU1MpbWpj/GDsdvjsbuqwt0QbySO3c9Wht1CebDG7mUChi+f\\nr/DXZxUVFRo7dqwaGhq0Z88ezZ8/X6FQSLNmzVI4HJbP55PP59PEiRP1+9//3t3tu6KiQrFYTNFo\\n1J2VzmQyOnr0qEaNGiXDMNTY2Kiuri4lk8mCY8ZiMWUyGdXU1PTaz9WrV2v58uXubaQSiYS++c1v\\n6hev9n45+FBau3btce8z31Dv2k0hjX5LGtIHQb/8dvbDWIVl6c3K7I55Lc6N0vf4fbKN7GYmUnbW\\naHfIp6CV/TAWsm29Hc7+1mtcKq1Ky9L7Qb9kSJMT2TZR09CegM/9QOa3bb3jtJmUTKnCsvV+KHsK\\n526RccRnqstnqMq55My0bW112kxLphTOa5O7zcYhv6mYabiXlEnKPsfOfhgL2cfanB3L/jAf9JtK\\nmIYa0s4lf5K2h/wy7OyHsWBem4XRbBm03+9T2sgWalJ2bezOoF+mnf0wFrEsvV6RzXG085x9fp8y\\nRvZ2MpKUyMv+nFhC4bzsx6TTiliWtgX9so3sRlSSFHOyD1m2FseyBUAu+/FF2U/Ny35vXva+vOwn\\nF2U/M95z9oZsvR/KtpmeKMx+TjxZkH3uVjK2pG1O9rOKsp/nZH/AbyppGmrMy36Hk/38ouwXFWXf\\nnDqW/a6gXz47W0hXWpZed3LM/f3s9ftkGdnbyeSy/zDkV8DJPmTZerMy+/7GFmU/sZfsA3nZT0il\\nstk7fZ3mnMNHfaY6fKb7Ydhn23rXaTOlKPsznOwP+011m4aq87J/z8l+RiKpcF4mc2PHso+bhurT\\nx7LPnfezi7Kf72bvU9LM3sonl/3OUPYcnu+cw69VZHcKbYgWnsMtTo7JvOxz48cbTvbNzviRy35c\\n3vjxoTN+nOOMH285mbQWncOT8rLfE/JlP4Q72f/eaTOxKPvpeeNHp89QJC/73PgxtWj8mOVk3+Y3\\nFTUN1TjncH72M4uyP6uX8cPSsfFjTtE5vCCabbPf71PKODY2pHsYP7Y448eoouzH5GU/8LHb1rkx\\n9Tl2TxnpY3eqcOz29TF2587hgrE7VO5jd3b8OJmxGzhd2Latrq4utbe3q6amRtXV1ZoxY4b27Nmj\\n/IuB29raFAgEVFFRoZaWFo0ZM0avvvqq3n33XXezsQMHDmjHjh1asGCBfD6fZs+eLcuy9P7772v+\\n/Pmqra3V/v37tWvXLkUikT43GmtoaFB9fb3bh3g8rsbGRknbZMi537sHSj3O2Wef3eefF98Oy2sU\\n0hiw/HVOpcoMoM1A1kadkuOU8BoDaZMqamOX0CZZ1GYg2Q8kx+GcfXGOpbQZSI6JIcp+IDkOVfaD\\ndQ7nrxWVhvf4kTkVP1/DKPtip+T9lXScfjcZsrG7lBwZu493KsZuYLhZt26dDMPQlClTZJqmtmzZ\\novvuu0+hUEgXXHCBampqtGrVKq1Zs0aPP/64Fi5cqK1bt2r9+vVasmSJJk+erEgkorlz5+p3v/ud\\n/u///k8+n0+dnZ36wQ9+oLFjx+qiiy5SIBDQ1KlTNW/ePD366KOqq6vT7NmztX79er355ps6//zz\\n3ftY98QwjILLowsul/aoiHb7UsJzgsGgNm/erCeeeELbtm3T6tWrdckll2jnzp3atWuXpk6dqmnT\\npg16X3vDGmn0y4aNG/XgM0+7X4dtu3DXWGdWLOl8q9s0NSmV1kHfsd8YVdh2wS6dKWetV25OIWqa\\nmpBK61AfbYrXU8VMQ+NSGbXltamxLHXk/abKNgwZeW3ipqExqYx7yx8pu3FLe14bQ4XjSsIw1JzJ\\n6KjZe5vie2omDUOjMpY68jeDKWoTsu2Cgi1mmhqVyajb6L1NT9lXZWz3VjWlZh+0bfc9DjT71lRG\\nh/vKXoYMnVz2ScPQ6Iyl9j5zzM785L+/hoylTg+yj2Rsd3OeUrIvXkcYMw2NT2UKsq+2LHXmHdcy\\nDJlF5/DYE2RfLGEYaslkdKSPc7j4XrIDOYe7TVMt6UxB9nWWVfCzU5xj3Mz+fUX7kX3SMFRh2+7P\\nXCnncE/Zn2j86Cn7E53DxUoZP05F9jHT1OhMRl39PIcZuxm7h/PYfd1FS3U5a6QxTH3729/Ws88+\\nq3g8LtM03Uuwr7jiCl199dXy+/3avn277rrrLu3evdt9Tmtrq2666SYtXLhQ4XBYu3fv1s9//nP9\\n6le/ctddV1ZWavXq1Vq1apVb9G7atEn33nuvPvzwQ7cP8+fP18c+9jHNmTOn5H6795Fe94LGnH+N\\nTJ+Ha6Rf+LVuPMEa6Y0bN2rNmjWKRCJ6/vnn9ZnPfEYf//jHtXXrVv3yl7/UuHHj9IlPfGJQ+sga\\naZxyyy6+mM0+AAAAAMeFF16opqYmtbe3yzAM1dTUaNKkSTrjjDPce0lPmTJFX/jCF/Taa6+ps7NT\\nVVVVmj17tqZNm+Y+Z8yYMbr22ms1ceJE7dmzRz6fTxMmTNDixYsLZpLPOecchUIhbd26Vd3d3aqv\\nr9eZZ56pqVOnDvxNeDwjXcrx7rvvPo0aNUrXXHONdu3a5d6uq6GhQfF4XG+//fbg97MPFNIAAAAA\\nMEBnn332Cdfz+nw+zZo1S7Nmzer1OaZpauzYsRo7dmyfrxUMBrVo0SItWrRoQP09XTz//PP627/9\\nW11wwQX6/ve/736/urpafr9fhw4dGsLe9X13DAAAAADACOflTgSlbjZmWZZ7GXy+9vZ2dXd3uzP5\\nQ4UZaQAAAAAoU4Yk2d7t2l3qYZYsWaJNmzZp7Nixikaj6uzs1LZt2/TCCy/o4MGDBffRHgoU0gAA\\nAAAAb5RYSd9222365je/qbVr12rnzp3y+/3at2+fdu7cqRkzZujiId63iUIaAAAAAMqVnfcYRpYu\\nXap0Oq0f//jHamxs1N69exWNRnXRRRdp1apVmjlz5pD2j0IaAAAAAOCNfhTty5cv1/Lly9XV1aVk\\nMqnKysohXxudQyENAAAAAGXM8HCNtKHSNjezbVuxWEzJZNK99VV3d7e6u7slSaFQSFVVVYPa175Q\\nSAMAAAAAhpUjR47oP/7jP/TEE09o165dSiQSsu1j1f5NN92kb3/720PWPwppAAAAAChXXq+RLvE4\\nX/nKV/S73/1OS5cu1U033aRgMFhwK6wZM2YMUgdLQyENAAAAABhWNm/erD//8z/XZZddptra2uPu\\nJx0IBIaoZ1kU0gAAAABQ7ryckS7hWKNHj1ZDQ4Pq6+uHdC10byikAQAAAKCcDbNbX0nSZz/7WW3c\\nuFEVFRU6++yzVVVVVTAr7ff7FQwGh6x/FNIAAAAAUMYMebhrd4nHOfvss/XAAw/on//5n1VTU+Ou\\nkc5tOHbxxRfrs5/97CD2tG8U0gAAAABQrrzcaKwfHnnkEbW3t6upqUmNjY3y+wtL19ra2iHqWRaF\\nNAAAAADAGyUW7g8++KAuu+wyXX311RozZox8Pl/Bpd2RSGTw+lgCCmkAAAAAKGfDdFZ6yZIlmjdv\\nHpuNAQAAAACGD8N5eHY8Wyqlal+6dKm2bNmiMWPGaOLEicfdRzoYDKqysnLwOnoCFNIAAAAAUK5s\\nSbYtw/ZmStqWXVLhPmrUKN1///16//33NXv27ON27Z45c6aWL18+eB09AQppAAAAAMCw8uSTT8rn\\n8+m1117Ta6+9JkkFhfQ111xDIQ0AAAAAKAMlrse+5557lMlkev3zobysW6KQBgAAAIDyNgw3G2tp\\naVEqlVIikVAmk1E4HFYwGFQmk1EmkznudlheM4f06AAAAAAA9OCXv/ylPvGJT2jRokX64Q9/qK6u\\nLr300ku677773Mu9hwqFNAAAAACUMcP29lGKBx54QH/3d3+npqYmVVRUKJFIyLIshUIhbd26VU89\\n9dTghnICXNoNAAAAABhWfvSjH2n16tW6/vrrtXv3bvf7zc3NCgQC2rVr1xD2jhlpAAAAAChfdt7/\\nevk4gXfffVdnnnmmxo0bp2Aw6H4/FArJMAzFYrGTeNMnj0IaAAAAAMrZMNtoTJJqamp09OhRpVKp\\ngu/v2bNHR44cUX19/RD1LItLuwEAAACgTBm5h0fFdKnHueaaa/Too48qHA7ryJEjOnDggDZt2qSN\\nGzfqwIED+oM/+IPB7egJUEgDAAAAQDnzeEbaKOE5N910k77//e/r4Ycf1nvvvafDhw/rlVdeUUVF\\nhS6++GJdcMEFg97PvlBIAwAAAEC58vqy7hLXSM+cOVO33367nnvuOU2cOFHxeFzV1dU688wzde65\\n56qlpWXQu9oXCmkAAAAAKGclFrdemzNnjubMmaN4PK50Oq1gMFiw8dhQopAGAAAAgDJWyqXWp+xY\\nvRTsXV1d2rRpU8mvM3bsWM2dO/cU9ar/KKQBAAAAoJzZ3m021tthDh06pG984xslv87ll19OIQ0A\\nAAAAKAO9VNI1NTVatWpVyS8zY8aMU9ShgaGQBgAAAIByZcv7NdI9HKuhoUGf/vSnC75nWZbi8biS\\nyaTC4bBCoZAsy5JlWfL5fB51tmcU0gAAAACAYcWyLB04cEBPPfWU3nrrLV122WVavHix2tra1NbW\\nppaWFjU1NQ1Z/yikAQAAAKCMGfJujXSpx3nnnXf0yU9+UocOHdKhQ4fU2Nio+fPn691339Wjjz6q\\n2bNn68477xzczvbBHLIjAwAAAADQg69//euaP3++fvKTn2jp0qUyTVO2bWvy5MmKRCLaunXrkPaP\\nQhoAAAAAMKy89NJLuuKKKzR9+nSFQiH3+zU1NQoGgzp69OgQ9o5LuwEAAACgjNmS7Tw8OlwpLMtS\\nIBCQaRbO/XZ2dioWiykcDg9C50rHjDQAAAAAwCOlVdKLFi3S+vXrtW/fPtm2LcMw1N3draefflo7\\nduzQzJkzB7mffWNGGgAAAADKlCFJtnebjZV6q61PfepT+ta3vqW///u/16uvvqqjR4/qpZde0sGD\\nB3XmmWfqsssuG/Su9oVCGgAAAADKle0U0x4p9ViLFy9WR0eHnn/+eS1atEiZTEZ+v1/Lli3TpZde\\nqmnTpg1qP0+EQhoAAAAAyplXs9H9EAwGdfXVV2vevHnas2eP4vG4ampqNH78eDU0NAx19yikAQAA\\nAKDseXlpdw/i8bh27Nih6dOny+fzud9vbW1Va2trj206Ozt16NAhjR8/Xn6/t6Utm40BAAAAQDmz\\nvX30tB67ra1N3/3udxWLxUru9o4dO/TjH/9YnZ2d/X3HJ40ZaQAAAAAoV05h69VmY70d58iRI7r3\\n3nt11VVXqba2VoZx4tXUzz33nB577DHdcsstqq+vP8U97RuFNAAAAABgSPn9foXDYf393/99waXd\\nfenu7tbo0aNLfv6pRCENAAAAAOWsxFtSDeaxRo0apT/90z/t98s1Nzerurr65PvVTxTSAAAAAFCu\\nhsmO3aNGjdKf/MmfDHU3SkYhDQAAAABlytDwWCN9umHXbgAAAAAA+oEZaQAAAAAoZ7adfXhyLHl3\\nrEHEjDQAAAAAwCOnfxEtMSMNAAAAAOXL2UXbs7XLdnZddl9isZi2bdumRCKhcePGqaGhQX7/8Cpd\\nh1dvAAAAAACeOlFh69WxMpmMdu3apW9961vaunWrUqmUmpqatHr1al144YWqra31rJ8nwqXdAAAA\\nAIAhF41Gdd9992ndunVqbm7WjBkztHPnTt1333169913h7p7BZiRBgAAAIByNkyWLcdiMT3yyCNa\\nsWKFbrvtNlVXV2vTpk365je/qffff18LFy6UaQ6PueDh0QsAAAAAwNCxPX70IJ1Oa+fOnfrYxz6m\\nadOmqbW1VStWrFBdXZ3a29uVSCQG4Y0PDDPSAAAAAIAhZ9u2uru7VVNTI8uylE6n5ff7FQqFFIvF\\nFI1GFQgEJEmGYcjn8w1ZXymkAQAAAKBMGfaxh1fH64tlWXrmmWfU2NgowzBk27YOHDigd955Rxs2\\nbFBlZaUkqbW1VWeddZYHPe4ZhTQAAAAAYMj5fD6NHTtW/+///b/j/mzPnj1at26d+/XKlSv1L//y\\nL152rwCFNAAAAACULVuynYcnh7N7XSPd0NCg//u//ytpQ7HRo0ef4o71D4U0AADPINM8AAAgAElE\\nQVQAAGDI+Xw+TZo0SaNHj5bf7x82O3T3ZPj2DAAAAAAwuOzCddKePHrpyv79+3XWWWfp9ttv189/\\n/nN1dXV5GkV/UEgDAAAAAIZcTU2N/vZv/1bt7e36/Oc/r4suukh/8Rd/oeeff17d3d1D3b0CXNoN\\nAAAAAOWsj3s7e3msyspKffzjH9eKFSu0fft2rV+/Xps3b9bjjz+uKVOm6NJLL9Xll1+uadOmye8f\\n2lKWQhoAAAAAMORM01R9fb3q6+vV2tqqGTNm6IYbbtCWLVv04osv6uGHH9ZDDz2kOXPm6LrrrtMV\\nV1wxZH2lkAYAAACAcubhfaRLnfkOhUIaP368xo8fr2nTpmnx4sV67rnntHbtWj3yyCOKRCIU0gAA\\nAACAIdDH5l+Dob/Ham9v1xtvvKEXX3xRr7zyiuLxuObOnaszzjhjUPpXKgppAAAAAChntjy8j/SJ\\nj5VOp/X2229ry5Ytev3117Vt2zYlk0k1Nzdr1apVOvPMMzVnzhxv+tsLCmkAAAAAKFe5wtazS7t7\\nP1AikdCGDRvcIvrQoUMKBAKaOnWq5s2bpwULFmjixImqqKjwqLO9o5AGAAAAAAy5rq4urVmzRu3t\\n7WptbdWyZcu0ZMkSzZ07V9XV1UPdvQIU0gAAAABQzobJ7a98Pp8mT56sZcuW6cILL1R9fb1M0/So\\nY/1DIQ0AAAAAZcrLjcZOdMzq6mp96UtfkiR1d3eru7tbzc3NCoVC3nWuRBTSAAAAAFDGDHl3+6u+\\nCvfu7m5973vfK/jenXfeqQkTJgxupwaAQhoAAAAAMOQsy1JHR4f7tWEYymQyQ9ij3lFIAwAAAACG\\nXF1dnf7jP/5jqLtREgppAAAAAChbtnP7K6/uI+3VrmaDa3hugQYAAAAAwDDFjDQAAAAAlCvndlRe\\nbTbm6a22BhEz0gAAAABQxry8BdZQ3G5rMDAjDQAAAADlzMtZ4hEwGy0xIw0AAAAAQL8wIw0AAAAA\\nZcpw10h7tWu3ZIyAaWlmpAEAAACgjHlZ2BqyR8Tl3cxIAwAAAEA5Y410v1FIAwAAAEC5suV9IT0C\\nimku7QYAAACAcuZlYTsCimiJGWkAAAAAKGuGbM82GxsJG41JzEgDAAAAQHkbGbWtp5iRBgAAAICT\\nYPcym2sYRp/PPdGfn8xzSmYX/e9gY400AAAAAJS3hx9+WJdccokaGxvdR2trqz71qU/1+Px//Md/\\n1IwZM/SVr3xF27Ztc7+fyWS0adMm3XrrrZo6dapmzZqlL37xi9q3b19B+87OTn3jG9/Qeeedp0mT\\nJunKK6/U/fffr1gsNqjvE4WYkQYAAACAAUomk6qoqNDnP/95ffSjH5Ukmaap+vr645771FNP6dln\\nn1UikVAqlVImk3H/7LnnntN3vvMdRaNRfe1rX1NXV5fuv/9+feELX9ADDzwgn88nSfq3f/s3bdiw\\nQddcc41mzZqlDRs26J577lEqldLHP/7xAbwDW7Kdhxds9z+nNQppAAAAADgJwWBQkyZN0sKFC93v\\nmeaxi38ty9KhQ4f0ta99Tbfddpvuvvvugj9PJpN68cUX1dbWpjvvvFNXXHGF4vG4ampq9MUvflEv\\nvPCCzjnnHO3bt09PPPGELr/8cq1evVpjx47VhAkTtGbNGj399NO66qqrNHr0aE/fe/+d/kW0xKXd\\nAAAAAHBSjh49qv/5n//RHXfcoa985Sv66U9/qvb2dvfPo9Go/umf/kmzZ8/WsmXLVF1dXbCu+cCB\\nA9qxY4caGhp0/vnnq7q6WqNGjdL8+fNVX1+v3/72t0qn03rzzTfV0dGhRYsWafLkyaqqqtLcuXM1\\nbdo07d+/X9u3b++1j+l0WrFYTNFo1H2kUqlBzWUkY0YaAAAAAAaopaVFV155pTKZjMLhsHbu3Kn7\\n779f27dv1xe/+EXZtq1f/OIXeuutt/TP//zPamlpcS/Tzjl69Kja29tVU1PjzigbhqHKyko1Nzdr\\nx44dsixLu3fvVkVFherq6hQIBCRJ4XBY9fX1sixLBw8e7LWf69at06OPPqrDhw9Lyq7JfuONN2So\\nQbIlw8PNxk5ia7Rhg0IaAAAAAAZo9uzZGj9+vEKhkHw+n3bt2qUHH3xQv/nNb7RkyRJVV1frRz/6\\nkW699VbNmTPHLYDzpdNppdNp+Xw++f3HSjTDMBQKhRSPxyVJ8XhcgUDguELc7/fLMAwlk8le+9nU\\n1KSzzjpLXV1dkqRUKqWDBw9qe2fK08LWkEbE1d0U0gAAAAAwQKNHjy5Yl9zU1KSDBw/q5Zdf1nPP\\nPaeGhgZt3rxZM2fO1I4dOyRJW7du1ZEjRxQMBnXLLbcoGAwqEAgolUopmUwqGAxKyq6tjkajikQi\\nMgxDkUhEiUSiYJMyKVsUW5alcDjcaz/nzZunuXPnurfOisfjOnDggLa/94K3he0IKKIlCmkAAAAA\\nOGUMw5DP55NhGEqn02psbNSVV16pffv2ubey6u7uls/n0wcffKDOzk5NnjxZDQ0N+vDDD7V3715N\\nnDhRlmWps7NTe/fu1fTp02WapiZOnKhEIqEDBw4oHo8rHA6rq6tLBw8eVCAQUEtLS6/98vl8BTPZ\\ntm3nzX57uGv3CKmkKaQBAAAAYIC2bdsmwzBUV1cn0zS1b98+vfTSS0okElqwYIEuuuginXfeeQVt\\nbr/9dk2dOlW33367zj77bAUCAU2bNk1vv/221q9fr2uuuUaxWEwbNmxQKpXSeeedJ7/fr1mzZqm5\\nuVnPPfecJk+erAkTJujVV1/Vu+++q/Hjx2vSpEkDexO2vKtvR0YdTSENAAAAAAP15JNPau/evWpp\\naZFpmnr//fe1ZcsWnXPOOTr//PNVW1ur2tragjYVFRWqrq5WU1OTKisrJUnnnnuu3nrrLT322GPq\\n6OhQLBbTM888oxUrVmju3LkyTVPNzc26/vrr9etf/1oPPPCAJkyYoNdee02WZemyyy7r8d7VJ+Rs\\nNObVZmOGl0X7IKKQBgAAAIABqqys1LvvvqunnnpKktTa2qrrrrtOK1asUENDQ49tpk+frvHjxxes\\naZ4/f74Mw9D999+vn//85woEAjr//PP1mc98puCe03/4h3+oyspK/epXv9KLL76oSZMm6dZbb9Wl\\nl146wHdgs0Z6ACikAQAAAGCAbr75Zt188839anPXXXcd9z2fz6eFCxdq4cKFfbaNRCK64447dMcd\\nd/TrmH3zeI20Z8caPOaJnwIAAAAAAHKYkQYAAACAcmWLzcYGgBlpAAAAAAD6gRlpAAAAAChThiTZ\\ntgyP1i0btnPM0xwz0gAAAABQxrwtbD3eJXyQMCMNAAAAAOXKto89PDme+5/TGjPSAAAAAACPnP5F\\ntMSMNAAAAACUN3bt7jcKaQAAAAAoZxTS/cal3QAAAAAA9AOFNAAAAADAOyNgVppLuwEAAACgXNmS\\n4el9pEdAFS1mpAEAAAAA6BdmpAEAAACgnNny+D7Spz9mpAEAAAAA3hkBxTQz0gAAAABQrmz72MOr\\n442ASpoZaQAAAAAA+oEZaQAAAAAoZ7Yky8Njnf4T0sxIAwAAAEBZ87KwHQFFtMSMNAAAAACUL2fH\\nbu/u72zL8OhIg4kZaQAAAAAoU4bz8Ox4zEgDAAAAAE5/Hu7aLXtEXN7NjDQAAAAAlC2PC1vb/c9p\\njUIaAAAAAMrVCClsvcal3QAAAABQzpwNx7w51sgo2pmRBgAAAICy5nFxOwJqaWakAQAAAKBs2UMw\\nI336V9LMSAMAAAAA0A/MSAMAAABAubIlWR4ez9JImJBmRhoAAAAAgP6gkAYAAAAAoB+4tBsAAAAA\\nypWz0Zjh0WZjXh1nsDEjDQAAAABlzBjqDpyGmJEGAAAAgHJm297d/ip3u63THDPSAAAAAABv2O5/\\nTmvMSAMAAABAucrNRns1Iz1C1khTSAMAAABAObPl3SSxl8caRFzaDQAAAABlbQRUth5jRhoAAAAA\\nyplzCyxvjjUypqSZkQYAAACAsnb6F7ZeY0YaAAAAAMqWU0R7efurEYAZaQAAAAAoVyOjrvUcM9IA\\nAAAAUM68XLfs5a22BhEz0gAAAAAA9AMz0gAAAABQrmxbsmzJ8HJG2ptDDSZmpAEAAAAA6AdmpAEA\\nAACgnNmWvFsj7eGxBhGFNAAAAACULbvof1EKLu0GAAAAAKAfmJEGAAAAgHJlawhuf+XNoQYTM9IA\\nAAAAAA+d/pU0M9IAAAAAUM5sDwvb07+GlkQhDQAAAADly73Umku7+4NLuwEAAACgrI2AytZjzEgD\\nAAAAQDnzekZ6BBTuzEgDAAAAANAPzEgDAAAAQLny/PZX3h1qMDEjDQAAAABAPzAjDQAAAADlzNMZ\\n6REwHS1mpAEAAAAA6BdmpAEAAACgXNm2ZNmS6dFMsWWNiFlpCmkAAAAAKGv2iChuvUQhDQAAAABl\\ny/b+PtIjoGZnjTQAAAAAlLURUNl6jEIaAAAAAMqV1/d19nKH8EHEpd0AAAAAUNZYI91fzEgDAAAA\\nANAPFNIAAAAAUM48v7T79Mel3QAAAABQrmz72L2kPTmeRsISaWakAQAAAKCceVvXjoxKmhlpAAAA\\nAChbtmRbsmV5czTuIw0AAAAAQPlhRhoAAAAAypWtY+ukvTugR8caPMxIAwAAAEA583TXbg+PNYiY\\nkQYAAACAcufljPQIKKaZkQYAAACAsuXlZd0aEUW0xIw0AAAAAJSv3Bpprypc2/LuWIOIQhoAAAAA\\nypmnhbR3hxpMXNoNAAAAAGXL66p2ZFTSzEgDAAAAQLny/NJubw4z2CikAQAAAKBMuSW0RxuO2SOk\\nkqaQBgAAAICyZUuWJdvwaNWvbcv2cpfwQcIaaQAAAACAR07/IlpiRhoAAAAAytdQrJEeAbU0M9IA\\nAAAAAPQDM9IAAAAAUK5s+9jDmwNqJExJMyMNAAAAAOXMy7p2ZNTRFNIAAAAAAPQHl3YDAAAAQFnz\\n+tLu0x+FNAAAAAAM0AsvvKBf/OIX2rlzp/u9QCCg+fPn6zOf+Yw6Ojr0+OOP64033lBbW5tCoZCm\\nTp2qK6+8UlOmTFEgEJAkWZald999V7/+9a/1zjvvKBAI6KyzztKqVatUV1fnvnYsFtO6deu0efNm\\nHT16VGPHjtUll1yic889V8FgcGBvwpZkeLVrN4U0AAAAAJS17du36+mnn1Z9fb3OPvtsSZLf71dz\\nc7Ns29aRI0f0+OOPa/To0Ro9erQsy9LGjRu1a9cu3XHHHZo1a5Yk6Z133tEDDzygLVu2aMqUKUql\\nUnr00Ud16NAhffnLX5ZpZlflPvroo3r44YdVVVWl+vp6vf3229qzZ4/S6bSWLVvW/zdgS7Zty/Zo\\npth2b7d1eqOQBgAAAICTUF1drSuvvFK33HKL+z2/P1tqVVVV6YorrtD8+fPV1NSkZDKpn/70p7rn\\nnnu0ePFiTZ06VaZp6vnnn9cLL7ygSy65RDfeeKOi0agefPBB/c///I9WrVqlKVOmqL29XT/60Y80\\natQo3XLLLZo2bZo2b96stWvX6vHHH9fChQtVXV3dz97bHm82dvoX0RKFNAAAAACclHg8rpdfflmV\\nlZWKRCKaNGmSzjjjDJmmqVGjRum2224reP7SpUt1zz33qKOjQ5lMRp2dnfr973+viooKXXfddZo8\\nebIymYxuuOEGff/739emTZs0YcIEvfPOO9q2bZs+9rGP6dxzz1UkElEkEtFrr72mt956Sx988IFm\\nz57dYx8ty1Imk5HtFLLJZFKZTMb5Uy+30qaQBgAAAICyVl1drdbWVu3du1ePPfaY0um0mpubdfXV\\nV+uKK65w10DnWJalN954Q+FwWI2NjQoEAjp48KAOHjyohoYGTZo0SZLk8/nU0NCg8ePH66233lIm\\nk9F7772nQCCg8ePHKxKJSJIaGho0ZswYvfLKK30W0u+8845ef/11xWIxSdlC+ve//33ePaQ9XCM9\\nAmalKaQBAAAAYIBmzJihO++8U1VVVQoEAnrttdf04x//WGvWrNEZZ5yhqVOnus+1bVtvvPGGHnro\\nIS1YsEAzZ86U3+9XPB5XIpFQXV2dQqGQ+3zTNFVdXa2jR4/Ktm11dHSooqLCvWw8JxQKyTRNRaPR\\nXvv59ttv6yc/+YkOHTokKVvQb9++XYbC2RLaqzram8MMOgppAAAAABigadOmadq0ae7X06dPVzAY\\n1F133aVnnnnGLaRt29b777+vr3/96/L5fLr11ls1ffp0SdmC2TRNWZYly7LcjcVs21Y6nXZntf1+\\nvyzLci/PzrEsS1J2Frs3K1as0Ec+8hG3bSwW09/93d/pkW/+SrJs2R7u2j0CJqQppAEAAADgVPH7\\n/aqrq1Ntba0OHjwoKVvo7t27V3/1V3+l9vZ2fe1rX9NZZ53lzizX1NSoqqpK3d3dam9vV319vWzb\\nViqV0qFDhzR27FiZpqnm5mZ1d3eru7vbLbjT6bQ6OztlWZYaGhp67VcgECi4zNzn8w38dlmQOdQd\\nAAAAAIDTVSqVUiqVcmeT4/G4Dhw4oLa2Nvd2V/v27dNnPvMZ7dixQ//2b/+muXPnyufzubPDLS0t\\nGjdunA4cOKAtW7Yok8koHo9r586d2rlzp84991z5fD7NnTtXpmnqzTff1KFDh5TJZLRr1y5t27ZN\\ndXV1BZeRl86WbVuSl48RcIE3M9IAAAAAMEAPPPCATNPU3Llz5ff79cwzz+h///d/VVtbq8svv1x7\\n9uzR5z73Ob322mu69957VV9fr7a2NhmGoUgkosrKSoXDYS1cuFCbNm3St771LZmmqY6ODt111106\\n88wzdfHFFysQCGjy5Mm66KKLtHbtWoXDYS1YsECPPPKIXn/9dd14441qaWnpd/8tWcoolS2mPWAp\\nI0uZEz9xmKOQBgAAAIABamtr00MPPaTdu3fLMAyNGTNGF198sW6++WY1NjbqpZde0q9//Wul02mt\\nXLmyYB3zl7/8Zd12221qbm7W0qVLlclk9N3vfle33367/H6/lixZoq9+9avuJdmGYegv//IvtWbN\\nGv33f/+32traNH78eN18881avXq1DMMoud8+n081NTXqrGrT813rJJXe9uTYCkfCqqmpOW7TtNOJ\\nYRevVC/ygx/8QJ/85Ce96g8AAAAAnDba2tp09OhRJZNJGYahQCCg6upq1dfXy+/3KxqNaseOHT22\\nbWpqcp9n27ai0aja2toUjUZlGIaqqqrU1NRUsLbZsiy1tbWpvb1dqVRKoVBIDQ0NqqmpcTcpK4Vt\\n29q/f7/27NmjVCp1sjH0SyAQUEtLi8aMGdOv4t8rpdTAp++vAAAAAABgiDU2NqqxsbHXP49EIpoz\\nZ84JXyd3qXfu/tC9MU1To0eP1ujRo/vd1+LjNTc3n/TrDJRpmsOyiC4VhTQAAAAAlCHDMPq8ZRZ6\\nx67dAAAAAAD0A4U0AAAAAAD9QCENAAAAAEA/UEgDAAAAANAPFNIAAAAAAPQDhTQAAAAAAP1AIQ0A\\nAAAAQD9QSAMAAAAA0A8U0gAAAAAA9AOFNAAAAAAA/UAhDQAAAABAP1BIAwAAAADQDxTSAAAAAAD0\\ng9+rAx05csSrQ6EM1NfXD3UXAAAAAJQpZqQBAAAAAOgHCmkAAAAAAPqBQhoAAAAAgH6gkAYAAAAA\\noB8opAEAAAAA6AfPdu0GAADA0IjH42pvb1cymVQikZAkhUIhBYNB1dbWKhwOD3EPgfLDz+XpjUIa\\nAABghLJtW4cOHVJ7e7vq6+tVXV2tUCgkSUokEorFYvrwww9VV1enxsZGGYYxxD0GRj5+LkcGCmkA\\nAIAR6oMPPpDP59OkSZPk9xd+7KusrFRlZaVqa2u1f/9+ffDBB5owYcIQ9RQoH/xcjgynbSGdTqcV\\ni8VO+DzDMFRVVeVBjwAAAIaPQ4cOyTRNtba29vk8v9+v1tZW7d69W21tbWpsbPSoh0D54edy5Dht\\nNxv7m7/5G1133XUnfFx77bVav379ce1TqZS++93v6pZbbtHKlSt1ww036K//+q/14YcfSpIOHz6s\\n5cuXKxqNevaefvnLX+pTn/qUVq1apZUrV+pzn/ucfvvb30qS9u7dq+XLlyuTyfTY9nOf+5zWrVvX\\n72MeOHBA//AP/6Abb7xRK1eu1OrVq3XXXXeV9EsKSXryySfV0dHR7+MOliNHjmjMmDFavnz5KXm9\\nH/7wh7rwwguP+/+ltim2Y8cOGYahdDp9SvonSZMmTdJvfvObHv9syZIluvfee0/ZsU5k7dq1Onz4\\n8KC9/i9f3aMbvvG0Lv2H3+gP796srfs6T/o1k5mE7t6yRtf+7Grt7Nh5Cnopbd2wTfd/+mH94KYH\\n9PCf/1Jt24+c/It2fCD973Lp66NO/rVw2njooYd03nnnKfL/2bvvsCiuvYHj313K0otSlKIoINgQ\\ne8MYQWPvGsWu2PAaE280dmM3lmhiiVhBjTX2qNgVTaxRwRbsKIogIkWUpezu+wcvc1npBmvO53l8\\nhNmZM2eXs2fmd9oYG2NmZkb9+vX57bffCnVsYeusD4WFhQX6+voYGBhgbGyMq6src+fOfef5GDt2\\nLAMHDvxHaVSpUgUnJyf69OkjbVuxYgUmJiYsWbKk0OlERkbSrl07rKysKFWqFIMHDyY1NZUdO3ZQ\\npUoVdHV1CQ0NzfXY1NRUEhISKF26dKHPZ2trS3x8vDRXUxCE4vU2v5fGxsYYGBho/bt165b0emHr\\noBMnTlCrVi1KlCiBm5sbwcHBhc5rfq5fv07Dhg0xMzPD1dWVHTt2SK/99NNPlCtXDktLS2rVqkVI\\nSEiB6Z0/fx5dXV02b95cLPl7Ex9tj3S5cuWIjy/45lQmk+XagrN+/XquXbvG4sWLKVGiBEqlkpUr\\nVzJhwgQCAwPfRpbzdfHiRVasWMHcuXNxdXVFrVZz7NgxJk2axNq1a7GxsWHbtm3o6OgU63lnzJiB\\nq6sr69evx8DAgLi4OKZOncqSJUsYPXp0gccHBgbi5uaGmZlZsebrTa1du5Y+ffqwd+9ebt++jaur\\n6z9Kr1u3brRr166Ycvd2XLhwAXNz8/edDQAmTpxIzZo1KVGiRLGnfTcmmQX7/2Zh75pUcrBg+7mH\\njNl4ma1fN0JX583nDn17ciSfOzRBXkztis8fJPDnygu0muyDtWtJru+/xcHZJ+j+S3vkum94jrib\\nsKkdVOoKMVeKJZ/Ch2/p0qWMGzeOhQsX0r59e4yMjNi1axeDBg0iOTmZ/v37F/s5VSpVsV9nimLP\\nnj20aNECtVrNmTNnaN68OR4eHrRo0eK95elNBQQESPn29/cnKSmJypUrFymNHj164OHhQVRUFElJ\\nSTRr1owff/yR8ePH06lTJ6ys8m5Yi4+Px9zcvEh/T11dXczNzfnlz1gW37QoUl4FQSjYyIoJdK/8\\nZt/LhIQEbG1tc90nPT2dV69eERMTg42NTY7XC1sHPX36lPbt27N69Wq6dOlCcHAwXbt25fbt20UK\\n/l+nVCpp3bo1EyZMwM/Pj0OHDjFx4kRat27Nvn37WLBgAcePH6d8+fIsW7aMDh068PTpU/T09PJM\\nb+DAgTg4OLxxnorDR9sjPXjwYAICAgr8t2zZMjw9PXMcHxERQdWqVaUbfgMDAwYPHsysWbO0JvSf\\nOXOG/v3707ZtW2bPno1arQYgOjqaCRMm0KdPH/r27Sv14gYHB2sFoMuXL6dDhw5oNBogs5Vn+PDh\\nOfLz4MED7O3tpcBPLpfTtGlTVq9ejbW1NU+fPqVLly5Sj3RwcDA9e/akX79+OVqWnj17xuTJk+nb\\nty/9+/dn1apVefZkP3jwgHr16kmrApYsWZLp06fj5+cn7RMcHMyAAQPo168fI0aM4Pbt2wBMmTKF\\nx48fM2bMGI4dO8b169fx9/enT58+9OzZk6VLl+Z53rdlxYoV9OnTh379+rFixQppe/369Vm0aJH0\\nu0qlolSpUhw5cgSlUkm/fv1wcnLC0dGR1q1b8/TpUyCzhzW3QDq/Y7J89dVXODg4UKZMGVavXp1r\\nfs+ePUv9+vVxc3OjWrVqbNq0Kdf9nj59SqtWrXBxcaF8+fK0adOGmJgYAGrXrs3JkyeBzIaN8uXL\\n4+7uztdffy2VO4CoqCg6deqEm5sblSpVYvz48Xn2jK9evRp3d3dcXV1xd3dn1apV0mtr1qyhSpUq\\nuLu74+XlxeXLlwHo0qULd+7coXnz5mzZsoUzZ85Qu3ZtKlSoQPny5fnmm2+k83l6eubaIno3Jpkv\\nZh0lKj5zRMSDZy9pOvMoEc9ecvjqE5pUsqWKowVyGXStV4YMlZqrkQm5vocsD5Ie4Lu/GzGvogF4\\nnPyI7vu68ig5EoAR1b+hs2vXfNN43bl1lzk464TWtqPzT3Fu3WXunoqgXP0y2LhZIZPLqNLGDXWG\\nmpjw2PwTXVUPzv70v981alhgD3cOgJ4R9D8JLh9fMCG8mZcvXzJ+/HgWLFiAn58fVlZWGBkZ0aNH\\nD3bs2CFdK1JSUhg+fDhubm5UqFCBli1bcv/+/Rzp5bdfYGAgrVq1olOnTtSuXZvIyEgMDQ1Zvnw5\\n3t7eODg4sHjxYubOncvnn39OuXLl2LJli5T2gQMHqFatGk5OTri4uGg1Rjs6OjJ37lx8fHzw9PSk\\nZcuWOerK3Mjlcho2bEjFihW5e/eutH3p0qVUqlQJNzc3atWqxbFjxwAIDw/PsRiPp6cn27Ztk95P\\nUFAQTZs2pVKlSvTq1UuqH//66y+qVauGs7Mzbdq0IS4uTkrjTeqx3AwYMIANGzZgamqa47X86mY/\\nPz+mTp2Kvr4+VlZWNGvWjJs3bxbqnGlpaW+04q+BgQFljItv1JQgCP9Txjjjjb+XaWlpeb6ekJB5\\nL2RhkXsDWH51UHanT5/GwcGBLl26ANCyZUvq1KnDrl27ipzn7IKDgylRogSDBg1CLpfTokUL/vrr\\nLxQKBU5OTmzcuBFnZ2dkMhk9evQgISFBus/NzaRJk2jZsiUuLi7/KF//1FqS8tQAACAASURBVEcb\\nSK9YsYKhQ4cW+M/f3z/XYU+ff/45O3bsYMWKFYSFhZGamopCocDe3l7rYnznzh1Wr15NUFAQZ86c\\nkYKGWbNm4eTkxLp161i5ciUPHz5k06ZN1KpVixs3bkgBZGhoKGXKlJFuBMLCwqhdu3aO/NStW5cH\\nDx4wY8YMTp8+LQ2XdnR0zLEIQWxsLAsXLmTy5MkEBQVRvXp1raEbs2fPxsbGhqCgIH755RdCQ0PZ\\nu3dvrp9jkyZNmDdvHtu2bePOnTuo1WrMzc2lBoYrV64QEBDA9OnTCQoKokuXLkycOJH09HQmTZoE\\nwJw5c/D29iYgIIB27dqxbt061qxZQ3JyMvfu3SvcH7QYhISEYGlpSeXKlenbty8bN26UKp1evXpp\\nDYc8fvw4urq6eHt7s3DhQm7fvs2tW7e4f/8+GRkZzJw5M99zFXTM+fPn+eyzz3j06BHr1q3D39+f\\nx48fa6WRkJBA69atGT16NDdv3mTnzp0MGzaM69ev5zjfTz/9hJWVFXfu3OHu3bs0bNiQgwcPau3z\\n+PFjhg4dym+//UZ4eDje3t5cvHhRer137944OjoSHh7OhQsXOH78OCtXrsxxrlevXjFkyBD279/P\\n7du3OXz4MLt370apVHLq1ClGjRrF7t27CQ8P57///S/t2rUjLS1NGlpz8OBBunXrxrfffou/vz+3\\nbt3ixo0bJCQkcO3aNQDmz59Py5Ytc5zb2daEPp+VZ97vN9BoYO6eGwz0dsHJypiI2GScrLXXOyhj\\nZcz9p8n5/q3KmpWli2tXloX9ggYNS8OW4OveEwcTRwBcLSrke3xu3Hycibz4mJQEJQAZqSoeXHhE\\nhSbliX+UiKWD9ggBC3sz4iMT80+0+gC4vOZ/vz84CRoNODcDM0cwzr0VWvg0nT9/nhcvXtCzZ88c\\nr3l7e0tDtmfNmsWNGzcICwvj1q1bVK9end69e+c4Jr/9DAwMOHXqFH5+fly6dAk9PT2USiVyuZxj\\nx44REBDAt99+i7W1NSdOnGDevHlMnjwZyBym2K1bN2bNmkVERARr1qxh8ODBxMZmNhzp6OgQEhLC\\n4cOHCQ0NxcTEhClTphT4/rNGZUVEREh1xdGjR5k2bRoHDx7k5s2bzJo1i44dO2oFvrnJej8xMTEc\\nOXKEc+fOcejQIY4fPw5A37596devH3fv3mXJkiVaN4xvUo/lJrfrfpb86uZ+/fpJvc7p6ekcOnSI\\nZs2aFeqcaWlpGBoaFmrf7AwNDXEQgbQgvBV2hulv/L3ML5COj49HV1eXPn364ODgQOXKlQkICJBe\\nz68Oyk6j0UidhlmMjY214ow3cenSJVxcXOjTpw9ly5alTp060rTEGjVqSNe05ORk5s+fT506dfKc\\nQ3769GkOHDjAtGnT/lGeisNHG0jfv3+fW7duFfjv5s2buV5kswKopKQk5s+fT9u2bRk7dizh4eFa\\n+3Xs2BG5XE7JkiUpW7YsT58+lS6kHTt2BEBfX5+WLVty5swZrK2tsbGx4datW7x48QKlUkmDBg0I\\nCwsDMgPrOnXq5MiPvb09a9aswdbWlvXr19OlSxeGDBmS69zXK1euYG9vj5ubGwANGzaUhq8nJSVx\\n+fJlunXrhkwmw9DQkNatW3PixIlcP8dvvvmG//znP1y7do0xY8bQoUMH5s6dK31mISEhNGrUSCrM\\nn332GTKZLNdgz9ramlOnTnHjxg10dXUZM2bMPx5aXRTLly+X5rXZ2NhQt25ddu7cCWQO0T5//jxR\\nUVEAbN68mZ49eyKXyxk1ahQHDx5EX18fXV1dfHx8pF73vBR0TOnSpenaNbOX8/PPP6dMmTL8+eef\\nWmkcPXqUEiVK0KlTJwDKly9P27Ztc53/6OjoyLlz59i3bx+vXr1i3LhxWnPvIPNv5ezsTM2aNQFo\\n3749dnZ2AMTFxXHs2DG+++47ZDIZxsbGDBo0SKtXKYuBgQE2NjYsX76cmzdv4ujoyO+//46BgQFb\\nt26lc+fOODs7A9CpUydkMhmnT5/ONc87duzg7Nmz6OnpERQUJI0Oadq0qZTG63o0LMertAzGbwkF\\nGXSrVxaAlDQV+q8NjTbQ0yElveBRDx1dO5GS8Yo552cjQ0Y75/YFHpMfC3szrF2tuHUis6HowflI\\nLBzMsXQ0J0OZgY6+9pAtXYUu6akF3JhW6QbP70DUX5m/X9sMVXuA7P0NsxXen/j4eCwtLQu84dqx\\nYwcDBw6UejiGDh3Kn3/+KfVOFGY/mUyGhYUFrVu31jom6xpXsWJF0tPTpTqtYsWK0noiCoWChw8f\\n0qpVKyDzGqGnp6fVK96jRw/k8szvbufOnfO8HkHmyBYLCwtMTExo3rw5X3/9NU5OTtJ7aN++PY6O\\nmY1gX3zxBSVLluTUqVP5fkZZshoOTE1NcXFx4cGDB0RFRXHjxg2pwcLJyUkrOH7TeqywCls3p6am\\n0qdPH1xdXenVq1eh0pbJZG/0yByZTEa2wUyCIBQjlebNv5f5USgU9OrViyFDhvDw4UPWrFnDuHHj\\n2LNnT5HO4+XlxePHj9mwYQMZGRkEBwfzxx9/FHrtpLzEx8dz+PBhhg8fTkREBN999x0dO3bkyZMn\\n0j7+/v6Ympqye/du1q5dm+t7TklJYeDAgaxevVp6XNj79NHOkZ4+ffo/XrXb3d0dd3d3ILOXd8+e\\nPYwcOZL169dLF/3sx8pkMtRqtTQ3O/vwCXNzc2l77dq1CQsL49mzZ1StWpWqVauyefNmmjRpQkJC\\nghQAv87a2ppBgwYBmcP6/vjjDxYuXIiBgYHWxTopKSnH0IysObJZAfCIESOk11QqVb5zaBs3bkzj\\nxo0BuHfvHqtXr2bs2LGsXLmSuLg4Ll68qNWzmZqamuuCUt9++y1btmxhwYIFxMbG0rx5cwYNGpTn\\n/Ibi9OzZM3bu3Mm+ffsYOXIkkLmye0JCAt26dZOGxG3btg1/f3927twpDYe+e/cukydPJiIiArlc\\nTnR0tFQu8lLQMaVKldLav2TJkjk+s+joaCIjI6WbRMgcMp41nCY7f39/5HI58+fPp3v37jRr1oxF\\nixZpzQ2Ji4vLMTc5qycjOjpzWHPDhg2l1zIyMnKdXyeXywkJCWHevHk0a9YMHR0dxo8fz6BBg4iO\\njubw4cNaC9u9evVKSj+7VatWMWfOHIYMGUJkZCT9+/dn9uzZ6Ovr59hX6/wy+LJeWSZuDWO2rydZ\\n9aiRvi7JrwWjL5TpGOkXHGjKkdPWuT1zL/zAuDoTkPHPn8fo5uPMlT1/U61DJe6ciqBCk8zvqK6B\\nLmkv07X2TXuZhr5hAd8DhTlU7AShgVDKE/7eDn1yLpQo/DvY2Njw/PlzkpOT833yRExMDNbW1tLv\\nWd/p14fEFbRfbnPqss6bNZcv++/Zp+2sWbOG3377TerFSEtL0+rRyL5Oibm5eb4LEm7btk2aVxwV\\nFcXw4cMZMGAAQUFBxMTE5Lh+WllZERMTU2CdDWit5SGXy1GpVNI1M3vdaWVlJY0Ke9N6rLAKUzc/\\nffqUTp06Ua1aNX7++edCp61QKEhNTcXIyKhIeUpNTeXOi+J5f4IgaLv7Qg+PN/xe5jckvGzZslrT\\naurWrUvv3r3ZvXt3kdb6sba2ZufOnXz33XeMGjWK5s2b07x58xz3l2fPnqV79+65pqFQKHJMQSlR\\nogReXl5SZ2KXLl2YNm0ap06d4ssvvwRg2bJlLFiwgF27dtGoUSMuXryY47FfY8eOpVOnTrl2Sr4P\\nH20graurW+A4/7ykp6cTEhIirYQKmQXHz8+PXbt2cf/+/XxbmbMK0/Pnz6Wbj4SEBOlmoVatWuze\\nvZvY2FiqVauGm5sbt27dIjQ0lJo1a0pBenYXLlzAxsaGsmUze9+MjY1p3rw5p06dIjw8XCs/JiYm\\nvHihvVpx1s1AVh6WL19e4AJgcXFxXLlyhSZNmkjbypcvT79+/Rg6dCipqalYWVnxxRdf8NVXX+U4\\n/vX5z8bGxgwYMIABAwYQHR3NxIkT2bdvHx06dMg3H8UhMDCQL7/8krVr12rlz87OTlp0rGfPnixb\\ntgwXFxfKli0rLbjQs2dPmjRpwpYtW5DJZMyePbvA1QILOub1URDPnz/PEbTa2dnh6urK1atXC/Ue\\nhwwZwpAhQ0hKSmL48OH897//ZevWrdLrlpaWuQbrWeeCzEXtCvP4BFdXV2mO+R9//EGLFi1o2LAh\\ndnZ29O7dm8WLF+c45vX51qampsyYMYMZM2bw4MED2rVrh7OzM8OGDcv33ClpKgKO3KZf4/IsPXiL\\nei5WGOjp4GRjzL2Y/w3jVqk1RMS+xNm24HpAqVKy/sY6vqzQnaDrgdSwqYlC55+1ZDp7leX0ygs8\\nuf6Ux1eiaTy8PgCWjhY8f/i/3kCNWpM53LtMIRbuqd4ftvmCS0swcwBbj3+UR+HjVbt2bSwsLFi5\\ncqXUOJhl3759hIeH8+2331KqVCmtoDlrSPXri8Lkt9/ly5ffqIcE4Pfff2fmzJlcuHCBcuXKoVar\\ncwT+2edEx8XF5btAVnZ2dnYMGjSIHj165Poest5H6dKlpWBfo9FI76UwT5SwtLQEtK/nT548ke4N\\n3rQeK6yC6ubY2Fi8vb0ZPHiwVgN5YRgYGKBUKot8w65UKrnz4qO9PRSED9q9ZL03/l7m1wMbExPD\\no0ePpFGJkNmo+SaNfj4+PlodaB4eHjk6eerVq0dERESh03RxcckxJVGj0aCnp8fRo0cxNTWlTp06\\nGBoa4uvry4wZMzh16lSO6U3bt29HLpdLT6SJiYkhLCyMq1evFjgt8234aGvKRYsWcf78+QL3k8lk\\nfP3119SqVUvapqenx9atWzl79ixDhw7FysqK1NRUaXn3rFWz82Jubo6Hhwe7d+9m0KBBpKamsn//\\nfml8f7Vq1Zg3bx5PnjyhZ8+e6Orq4uDgwO7du6Xhb687f/48ly5dYvz48Tg7O6NWqwkNDeXq1au0\\nb689DLVKlSo8evSI8PBw3N3dOXLkiHTDYGZmRo0aNdi8eTODBw9GrVazefNmrK2tc8yrUqvVzJ07\\nl5iYGNq1a4eRkRGJiYns2LGDypUro1AoaNy4MVOnTqVLly6ULl2aqKgoVqxYwZgxY1AoFOjo6PDi\\nxQvS09P56quvGD16NM7OzlhbW7+zlaQ1Gg0rVqzI0VKvo6NDhw4dWLlyJXPnzqV9+/YMGzaMNWvW\\naA2Ljo2NpWbNmshkMm7fvs3WrVulm6i8FHTMgwcPOHLkCE2bNuXMmTM8fPgQLy8vlEqltI+3tzeD\\nBg1i//79tGrVipcvX/LNN98wbNgwqlevrnW+gQMHUq9ePQYOHIiZmRnlypXjxo0bWvt4eXlx69Yt\\nzp8/T506ddiwYQPPnj0DMm8WfXx8mDdvHj/88IP0t7e3t88xnzIsLIxvvvmG7du3U6JECdzd3VEo\\nFGg0Grp27UqXLl349ttvcXJy4v79+3z33XcEBQVhaGiIjo4O8fHxpKWl0aBBA9asWYOHhwf29vZY\\nWVlJi/scP34cJycnypUrl+OzXXLwJrXKl2CIjytPElJYcvAWo9pUpLmHHX7LzxD6IJ6qjhb8+sd9\\nShjrU8UxM0DdvXs3Li4uua5IGXhtNdWsq9GrYm+evooh8Poahnr45/s3LihNPUM9yjUow4lFp7Gv\\nWgoDs8wLnOtnTuwcHUz0jafYuFkTtvM6huYG2LpZFZgm5bwzFxY78DXUybkoofDvoVAomD9/vrQ4\\nZbdu3TAxMWHXrl18/fXX0gKAnTt3ZtWqVXTt2hWFQsHSpUvx8fHJ0ZBa2P2KKjY2VmoEVqvV0oKd\\nycn/a/T69ddf6datG7q6umzcuBEfH59Cp71mzRrp+t25c2e6detGZGQkjo6O7Nu3j6SkJD777DN0\\ndXXR1dXl+vXrVKlShRMnThAZGVngOezt7XFxcWHt2rWMHj2a8PBwDh06RMeOHf9RPVZYBdXN/v7+\\ndOjQochBNGTeq0RGRmJhYZFrA35u1Go1iYmJTPRxZErzj/YWURA+WOnpijf+XmZNa8nNvXv3+OKL\\nLzh48CANGjTg7NmzbNq0iW3bthWY/tmzZ3n58iU+Pj68ePECDw8PNm/eTO3atQkICJDW9PknOnfu\\nzMiRI9m6dStffvklu3btIjIyEi8vL1avXs369es5cOAAjo6OHD16lHv37lGtWjUAdu7cKS3GmDWt\\nKEvTpk0ZOHBgnr3jb9tHW0vGxsZK810LktuzoOfMmcOqVasYNmwYSqUSfX193NzcmDdvHhYWFgU+\\nC3fcuHH8/PPP9OnTB5lMRt26daWhCVkr0MXGxkq91x4eHqxbt47vv/8+1/SGDh3Khg0bmDZtGs+f\\nP5cewv71119Tu3ZtrTkEpUuX5j//+Q9TpkxBJpPRoEEDqlSpIgX/Y8eOZdGiRfTq1QuVSoWbm1uu\\nC6JYW1uzcOFC1q1bx5YtW1CpVBgZGVG7dm1pMZiqVavi5+fH+PHjSU9PR09PD19fX2neXpMmTRg9\\nejR9+/alR48ezJw5E6VSiUwmo2bNmnk2HBSno0ePEhcXl+sCLF9++aXUsmVkZETbtm3ZtGkTv/zy\\ni7TP7NmzGTt2LNOnT6dKlSosW7aMtm3bMmLECGrUqJHrOfM7plq1ajRp0oQdO3YwfPhwUlNTWbly\\nJaVKldJqvTM3N2fv3r2MHDmSESNGoFar6dq1Kx4eOXshR44cybBhw5g+fTo6OjpUqFBBaxEJyJzb\\nt2jRIrp06YJcLqddu3Z4eXlJIwfWrVvH8OHDcXZ2RqVSUatWLQYMGJDjXB4eHnz++efUqlULjUaD\\nvr4+kydPlgK/WbNm0bp1a1JTU9HX12fs2LFSI0L37t1p2rQpU6dOZfz48fTo0YOXL18ik8lo1qyZ\\nNId95MiRDBw4MMcK9ufvxnHq5lM2fZXZKDWyZUV8F//BZxVtqONcknHtqzBt+1Wev0zFrbQZP/So\\njvz/O9KmT59O3759cwSoobGXOR99jqU+mZ/XoKqDGXZ0KPVK10Mu02HKmcxF89SoGXliBMjgvzVH\\n4WXXKM80s7j5uHD7xH3q9f1fObFwNOez4fU5/tOfpCQosXIuwRfjPkf2/xnNP00ZePaFU7My50dn\\nCZkKp2YDGlClwYz/H9418oFYhOwT5ufnh42NDfPmzeP777+X6tVt27ZJwejYsWN5/vw5Hh4eaDQa\\nKlWqRFBQUI60CrtfUXXt2pVNmzbh4uKCmZkZkyZNonfv3vTt21da46Nx48Z4eXkRExND1apVpYXK\\nctOuXTvp5tLc3JxmzZqxfv16IPN6M2XKFJo3b45KpcLS0pI9e/ZI06xmzZpF586dcXR0pEaNGjRs\\n2LDAJ0fIZDKCgoIYPHgwP/30E1WrVqV3794kJiair6//RvXY61QqlVRHZo2IGzVqFIMGDWLx4sV5\\n1s3Pnj1j+/bt6OvrM3/+fCm9ypUra/UW5UVPTw8LCwuio6Olnu+CREdHY2FhkWORU0EQisfb+l7W\\nr1+fxYsX079/f2JiYihdujQ///wzzZo1K7AO2rx5M48ePcLHxwdTU1OmT59O9+7diY+Pp2LFiuzb\\nt++NFkjLztjYmJ07dzJ8+HAGDx6Mk5MTO3bswNramlGjRhEXF0f9+vVJTk6W1o2qUqUKAFOnTmXg\\nwIFUqlTpH+XhbZBpNPkvKREYGFgsz6oszDOfBaGwsobjCUKWTZs2YWBgIC2Q9C7STIxKYvfYg/Ra\\n07nQz4guMJ8XV8DtfdB995tmWxA+GE5OTqxevbrQvdCfiipVqjB//vy3/vxrKysrjhw5kutjPrM8\\nfPgQHR0dbG1t87wRz8jIICYmBpVKlWNOoiAIxU98Lz98hYmBRZOjIAifBB0dnUI/iqY40lRnqDkT\\neJEqbdwLHUQXlCbJT+CP2dBx3ZtkVxA+SAW01wtvmaOjI8+ePSMiIkJaCT5rrmVqaiopKSnEx8dj\\nYWFRqDU0BEH458T38tMgAmlBED4JWVMr3kWakRejOPbTH9h7lMazU+7DvouaJie+h/NLoeFoKNOo\\nqFkVBOEDM3ToUD777DPWrSv+hrEdO3YwefLkHI85y41MJsPa2hpTU1MSExOJi4sjNTUVyJyKpq+v\\nj4ODQ74rAguCULzE9/LTIIZ2Cx8lMbRbEARBEARBEIS3oTAxcOHHIwqCIAiCIAiCIAiCIAJpQRAE\\nQRAEQRAEQSgKEUgLgiAIgiAIgiAIQhGIQFoQBEEQBEEQBEEQikAE0oIgCIIgCIIgCIJQBO/s8Vdi\\nlWVBEARBEARBEAThUyB6pAVBEARBEARBEAShCN56j3RGRgYAGo2GrEdWq9Vq6ecCHmMt/MvJZDLp\\n/6yfs37PKjvZfwbtsibKl5Cf7OVLLpdLP2dt19V9Z4N2BEEQBEEQhI/IO7lLVKvVUvCc9X/2f1lE\\n0CMAOQLmgoKd7A0zrzfSiPIlvC638pX1Ty6XS/9nlTVBEARBEARBeN1bD6RVKhUqlYqzZ8++7VMJ\\nn7DXg+A6depIgY5arebChQvvI1vCJ6pevXro6OiIHmlBEIT/Fx8f/76zIHxCXl87SZQvoTi9q7W5\\n3lkgLQjFRaPRSFMGBOFtEHWWIAiCIAiCkJ93Ekinp6e/7dMI/zJpaWnSEF0xZFsobqLOEgRBEARB\\nEPLzTgLptLS0t30a4RP2eqCs0WhITU2Vht2q1er3kS3hE5aWlibmSAuCIAiCIAh5eierdoveHaG4\\nZC0glp6ejkajQSaTifIlFLv09HQxP1oQBEEQBEHIk5gjLXyUsgfPYsSDUNxEvSUIgiAIgiDk552M\\nXRQLQwnFLSMjQ3qcmgh4hOIm6ixBEARBEAQhP2+9RzrrGdKCUFw0Gg0qlUoKpkUgLRQ3UW8JgiAI\\ngiAI+XnrPdJZc1rfFZVKRXx8vJg3+4nL6o1Wq9XvZdVujUaDUqlEqVRKgbxKpUKpVJKamirtl5aW\\nhlKpFOXxI/Ou6y1BEAThn1OpVEyePJmhQ4cSFRX1vrMjfCRUKhWxsbHiXk0osk9mNZ2HDx+yb98+\\nrl+/jkqlQiaT4erqSsuWLXF3d3/f2RPeovcR8Kxdu5Zz584BYG1tzbhx45gwYQIpKSkAtG7dGhsb\\nGwIDAwHQ1dVl/PjxlC5d+p3nVRAEQRA+Vb6+viQnJwOZ9wOVKlXCy8sLPz8/rUUj58+fj5ub2/vK\\npvABCg8PZ/369Zw/fx6VSoVcLqd69er07t0bDw+P95094SPw1gPpdxHk/PXXX6xduxaAatWqYWtr\\ny/PnzwkLC2PRokV06NCBL774Isdxy5Yt49q1a1r5zHo2ce3atenXr1+x53XChAn07t27yMF9fHw8\\nO3bs4Pbt26hUKnR1dalatSqdO3dGoVAUOR8pKSlMnjyZH374gRUrVnDt2jWtx/2YmZlRp04d2rRp\\ng46OTpHTf1uyl6f32WsYHx+v9bNSqZSC6Kxtenp60u8ZGRm8ePFCK5A+cuQIO3fuBP73XrL+BhYW\\nFsycObPY87127VosLS1p165dkY7L+q7MmDEDS0tLrdd+/vlnwsPDWbJkyRuXlb/++ovDhw8zbty4\\nNzr+bRA90oIgCB82jUZDv379+OKLL5DJZGg0GgIDA7l06RK//fYbJiYmAJw7dw4bG5t807p9+zZD\\nhgwhODj4je6rCis9PZ3AwEBCQkJ49eoVMpmMihUr4u/vj4ODwxunO2fOHKytrRkwYEAx5vbTdeTI\\nEebOnYtcLqdx48bExcURFhbGxYsXuXz5MsOHD6dDhw65Hjtx4kTKlCnD4MGDtbbPmjULExMTRowY\\nwYEDB9i/fz+LFi3KNx/Hjh1j69atBAQEFCrf8fHxBAUFcebMGRISErCwsKBevXr4+flhbm5euDef\\nh+fPn3Pt2jU+++yzf5TO644dO0atWrUwMzMr1nQ/BB99j/STJ09Yt24dVlZW+Pv7a1WUL168YPny\\n5ezatQsHBwcqVaqkday/v7/0c2BgIIaGhnTv3v2d5b0oVq9ejaOjI9OmTUNfX5/ExERWrlzJ1q1b\\n6d27t9a+KpWqwIDm77//xtXVVdqvadOmdOzYEci8MD158oSAgACMjY1p2rTp23lTH7Hq1atLP5cu\\nXRozMzOqV6/Oy5cvAahatSpmZma4ubmh0WjQ09OjVKlSWmk0bdpU+mz/+OMPjh8/zqRJk97dmygi\\nCwsLzp49S8uWLaVt8fHxPH369D3mShAEQfi3On78OGlpaZw4cYImTZogk8lwdnYmLi5OCqKfPXvG\\n/fv3+fvvv99KB0lRrV+/nmvXrrF48WJKlCiBUqlk5cqVTJgwgcDAQK1ODeHtuH//PvPmzcPe3p6Z\\nM2diZ2fH+vXrCQsLAzLXSVm6dCmurq5Urlz5jc7RpEkTGjRoUJzZJjk5mREjRmBnZ8fs2bMpU6YM\\nMTExrFy5kq+//prly5f/o0agS5cucf78+RyBtFqtRiaTSZ2NRRUYGIibm5sIpD9Ehw8fJiMjg0GD\\nBmFjY0NkZCSXLl2ifPnyVK1alaFDhzJ58mSCg4NzBNL5SUtLY8eOHYSHh6PRaLC2tqZ79+5YWVmh\\nUqnYvn07oaGhmJiY8MUXXxAYGMi0adMoWbIkp0+f5sCBA+jo6ODh4cGDBw+oW7cu9evX1zpHQkIC\\nW7Zs4cmTJ8hkMjw9PfPsAX7y5AktW7ZEX18fAHNzc4YOHSrNzz19+jSXLl1CT0+PuLg4xo8fz+3b\\nt/ntt99ISkrC3NwcX19fnJycALh27Vqen4dMJsPOzo5KlSrx6NEjILMFdffu3Vy7dk163dfXV7pQ\\nhYSEcPToUVJTUylbtiy9e/fG1NS00J/3x6ZixYoYGhoCYGVlhY6ODg0bNiQ5ORmZTIaTkxMKhYKG\\nDRuiVqtRKBQYGxsX6RwnTpwgJCQEjUaDQqGgY8eO0kiG/MpYREQEGzZsIDU1FTs7O6ytrXn58iV9\\n+vTRSr8o5Q8yGwfOnDlDixYtpMr07NmzuLu7c/r0aWm/e/fusW3bavfKOQAAIABJREFUNl69eoWu\\nri7Nmzendu3aAPz5558cOXJEauzx8fHBy8sLAB0dHfbs2cO5c+dIS0ujVatWNGnSpEifmSAIgvDv\\nkJaWxv379/Hz82PNmjV4eXlpjQTLsnfvXnx9fTl58iR3797F2dn5jc4XGhrK8uXLefnyJXK5nLZt\\n29K5c2cgc4jwjz/+SEpKCuXKlcPOzo6kpCTGjBmTI52IiAiqVq1KiRIlADAwMGDw4MF06tRJurbu\\n3r2bbdu2kZKSgpubG6NHj8bCwoLHjx/z448/8uTJE9RqNV5eXgwfPjxHgJOWlsaqVas4d+4cMpmM\\ncuXK8c033/zjHstPxdatW1GpVEydOhU7O7tc91GpVGzcuPGNRwceP35c6pGOj49n7ty53L9/Hxsb\\nG7y9vdm6dSsbN24EMqf/rVmzhkOHDpGamkrv3r3p1KlTjjR37tyJRqNhxowZUll3cHBg4sSJ7N+/\\nn/T0dBQKRb5ltVevXnTp0oXTp0+TlJSEvr4+kydP5tGjRyxdupSMjAxGjBjB2LFj8fPzo3///mzY\\nsIFVq1ZhZmbGTz/9RGhoKGq1mvLly/Pdd99haWnJ9evXWbJkCS9fvkSlUtGgQQOGDh3K9OnTefz4\\nMWPGjGHAgAF4e3u/0ef5ofrom71u3ryJs7MzdnZ2vHz5koULF3LgwAF++eUXbt++jYmJCZ6enty9\\ne7dIiwgcOHCAJ0+eMH78eKZOnYqjoyNBQUEAXL58mbCwMMaPH8+YMWMIDw9HrVYjl8uJj49n48aN\\nDBgwgO+//x4rKyvu3r2bawtjUFAQlpaWfP/994wdO5abN2/yxx9/5JqfWrVq8euvv3L06FEiIyNR\\nq9WYmJhIlaKenh537tyhQYMGjB8/nlevXhEQEECnTp344YcfaNKkCQEBAahUKjQaDTdu3MizlU2j\\n0fDo0SOuXr2Ki4sLAIcOHeL+/fuMHTuW77//HjMzMzZv3gzArVu3CA4OZuTIkcyePRtTU1PptU/V\\n5s2bCQoKIigoiCVLlpCUlMSSJUsICgoiMDCQ4OBg/vzzT9asWUNQUBDLly8nIiKi0OmHh4ezf/9+\\nRowYwZQpU2jfvj0rVqwgOTk53zKm0WhYu3YtderUYdq0abRp04Y///wz11bEopQ/yKysdXR0uH37\\ntrTt3LlzUpAM8OrVK3755ReaNWvGlClTGDp0KJs2bSIqKoq0tDQ2btzIf/7zH6ZNm8aIESO4cuWK\\n9Bzwx48fS63D/fr1Y/v27eIZ4YIgCEKu9u7dK42QatGiBfv27cuxz/379yldujQKhQIfHx+OHj36\\nRudKSkpi0qRJDBgwgHXr1jF37lw2bNjAxYsX0Wg0zJkzh6ZNm/Lrr7/Sr18/goOD8+xZ/vzzz9mx\\nYwcrVqwgLCyM1NRUFAoF9vb2yGQyQkNDWb9+PT/++CNbt27FwsKCn3/+GcicSlWhQgU2bdrEihUr\\nOHHiRK7X7c2bN/P333+zbNkygoKCKFGihJSGkNnzWqVKFcqUKVPgfsUhKCgIHR0dNm7cyIwZM3KU\\nj7t371KuXDk2b97MuHHjCAgI0Fq4NsvFixdp3LhxjgYjPT092rdvj4mJSb5lFTKD9gsXLjB79mwC\\nAgIwMjLi999/x9PTk7Zt21K/fn0WLVqEQqEgNTWVlJQUdu3ahbW1Ndu2bePx48esW7eOjRs3olKp\\n2LBhAwABAQG0a9eOdevWsWbNGpKTk7l375400nLOnDmfXBANn0CP9IsXLyhfvjyQ2cOWfZ5qVFQU\\nrq6uWFhYoNFoSE5OzjG/My+hoaG0aNFC6gFu1KgRBw4c4NWrV9y8eRMPDw+pN7ZRo0b8+eefQOYc\\nG1tbW6nn18vLix07duRIPzk5mZs3b9K3b19kMhkKhQIvLy/OnTtH48aNc+zv6+uLm5sbf/31FwcP\\nHiQjIwNPT0/at2+Pubk5MpkMIyMjqlatCmQGYmZmZlIPZp06dahcuTJyuZzIyEhMTEy0Potjx45x\\n6tQpILP32czMDG9vbxo2bAhkVibNmzfHwMAAAB8fH77//ntUKhWXLl3Cw8NDSq9bt26f/COpsgem\\nuQWpuQ2BKcqQmNDQUKpVqyZ9ppUqVcLY2Jg7d+6QlpaWZxlLTEwkOjpaGv3g4OAgNYZkV9Tyl6V+\\n/fqcPn2aChUqcPfuXfT19bXmdN28eRMjIyNp6LuVlRUeHh5cunSJVq1aYWpqyqlTp2jQoAG2trYM\\nGzZMOtbc3JyaNWsC4ObmhkqlIikpCSsrq0J/boIgCMKn78WLF7x8+VLqTbSzs5O2ZXf48GH8/PwA\\npIWkLl68KF1rCuvSpUtYWlpKDcc2NjbUq1ePs2fPUrZsWR48eCAF9c7OztK9WG68vb2xs7Nj7969\\nzJ8/n5iYGGrUqEG/fv1wd3fn5MmTNGzYUJqqOGLECDIyMgCYPn26dC9hbm5OhQoVePz4cY5zhISE\\n4Ovri5GREQCdO3emb9++hZr692+QmJhIlSpVCtwvK5DMGoGY3a5duzh06JDWtuTkZFq1apVj38uX\\nLzNw4EDkcjlmZmb4+PiwZ88e6fWSJUtKI/CqV69ORkYGcXFxOXrLX7x4UeA9UX5lNavce3t7S+XA\\nxcWFmJiYHOlklbOmTZtKP3fr1o2OHTtKgXyNGjWk4fDW1tacOnWKsmXL4ubmJo3G+NTjgY8+kLaw\\nsCA6OhrIrEg9PDy4cuUKpUqVkgpMdHQ0Ojo6RRqb/+LFC62hyVlB8+uVN2R+AbK8fPlS2hcyC2LW\\n8J3skpKSgMxVJLNk9TLnpUaNGtSoUQPI7L3bs2cPS5YsYcKECVp5zEo/+1BiuVwuvZ9r167l6I32\\n9vaW5kifPn2a4OBgGjVqJH15kpKS2L59O7t375aOUSgUJCUlkZSUhK2trbQ9q/HhU+br60tkZCQA\\nJUqUwMzMjG+++YaXL18ik8koX748+vr6lCxZErVajb6+vhT4Fsbrnylk/n1fvHhBRkZGnmUs6yYi\\n+9++ZMmSOXp236T8AdStW5epU6eSkpLC2bNnc0xXSExMJD4+XiqTkLnQWvXq1ZHL5YwcOZIjR46w\\naNEiZDIZLVq0kIZ2Z79QZZU78SxnQRAE4XUHDhygffv2Wtvat2/PgQMHpEDj2rVreHh4aAWOtWvX\\nZtWqVUUOpLMWdcrO3Nyc2NhY6Xqa/Z6xVKlSKJXKPNNzd3eXOjpiY2PZs2cPI0eOZP369Tx//hxH\\nR0dpX4VCIc17DQsLY+vWrdIiZY8ePco1aH/+/DkBAQGsXr1a2mZgYEBcXFyBi679G1hbW0tTF/Nj\\namqaaxAN0LJlS3r27Km1La+FxZKSkrRikNfXzMl+75XVU53bgqeWlpa5Br3Z5VdWs2Q1sGSdL797\\nrexpRUVFERgYSExMDDKZjOfPn0u9+t9++y1btmxhwYIFxMbG0rx5cwYNGvTJz/n/6ANpT09PDh8+\\nzPXr16lcuTL+/v4kJiZiamqKXC7nyZMnXL16NUdlWhAzMzOpcoTMADpru6GhoVbP9/Pnz6WfjYyM\\nePXqlVZa2Vd4zpI1JHvcuHEFBi+JiYncuXNHq+K3t7enTZs2zJ49WwqSsvd4mpqaauU/awExW1tb\\nrl27JgXNualfvz4nT57kwIED0urO5ubmtG7dWmuRrSyvf1ZKpZLExMQcgeCn5MqVK/z1119AZgOO\\ng4MDR48e5cWLF8hkMnx8fDA3N5fmAysUChwdHQs9P+n1zxQyy6C5uTkpKSl5lrGsyjElJUX6+fnz\\n5znKWFHK3+vHubq68tdffxEaGprjRsbCwgIbG5s8F02ztbWVLjx37txhyZIl0ogSQRAEQSiMe/fu\\n5bo47Oeffy4F0tHR0SxYsCDHPmZmZgwcOLBI57O0tNS614PMgKVEiRLSNTQ5OVkKpqOjo3MEM5A5\\n4i8kJIT69etLDd7W1tb4+fmxa9cu7t+/n+Ncr169Ii4uDnNzcyZOnMiUKVOkRay+++67XPNbsmRJ\\n+vTpU+yrL38q6tevz7Zt2wocnZDV0J8bhUKRo6Msr44kExMT6RFtQIHBcF5q1arF9u3b6du3r1aA\\nr1Kp+Omnn/D19c23rL6J7LHFzJkz8fT0ZPLkychkMjZs2MCVK1eAzA6cAQMGMGDAAKKjo5k4cSL7\\n9u2jbdu2b3Tej8VH30zg4+ODmZkZa9asITQ0FMi82ZfL5dy9e5clS5Ygl8tp3bp1kdL19PTk9OnT\\n0rzqkJAQ3N3dMTQ0xNnZmWvXrpGSkoJardZaaKlcuXI8efKEqKgoILN3N7dhDcbGxri7u3P48GEg\\ns+ft4MGD0rOJs1Or1axbt45Dhw5JLZzJyckcP35c6vl8nZubG8nJydKQi0uXLrFw4UJevnxJTExM\\nvsGLTCaja9euHD58WPqy16hRg5CQEGnOxrVr19i2bZv0WV25coXY2FjUajW7d+9m165dBXzCH7cr\\nV64QERFBREQE58+f58WLF1y9epWIiAju37/PjRs3uHv3Lnfv3iUiIoKbN28WqeKsXr06V65ckQLk\\nq1evolQqcXFxybeMmZubU6JECSnIj4qK4t69eznSL0r5e12DBg0IDg7G1dU1RxDu5uZGUlKS9Fi5\\n1NRUfv31VyIjI4mMjGThwoXSxaRUqVJaz/gUBEEQhMLw9/enUaNGqNVqlEolarWaRo0aaT2Nxdvb\\nm549e2JoaIhSqSQ1NRUXF5c3WjyqevXqJCUlcf78eSAzUD579ixeXl5YWVlha2vL8ePHAaR7gNzo\\n6emxdetWFi5cyLNnz4DM62TWPZOrqyteXl6cPn2ax48fo1arWb16NStXriQ5OZmMjAzpWdhnzpzh\\n3r17ufZ8N27cmN27d0udPufOneOXX34p8vv+VH355ZdYWloyY8YMzpw5k+s+xsbG9OjRo1jOV6VK\\nFU6cOCFNMz1x4sQbpdO+fXuMjY357rvv+Pvvv1EqlTx48IDJkydz584dbGxs8i2rBdHV1ZU6DnOT\\nmJhIhQoVpNEQISEhpKSkkJ6eztChQ7l79y6Q2TiU1WEjk8nQ0dHJN92P2Ud/F2tubo6/vz/Lly9n\\n+fLllCxZEmtraxISEoiOjsbQ0BA/Pz/s7e2LlG7z5s159eoVM2fORKPRUKpUKWnV49q1a3Pr1i2m\\nTp2KpaUlzZo1IyQkBMici9ChQweWLFmCkZERNWrUwM7OLtf5sX379mXLli1MnjwZlUpF2bJlcwyV\\nhcyW0JEjR7Jv3z4OHz6MSqXC0NCQSpUqMWjQoFzzb2JiwpAhQ9i+fTsbNmzAwsKCoUOHEh4ejpub\\nW4G9887Oznh6erJlyxZGjBhBs2bNSElJYdasWWg0GkxMTPjyyy+BzCFKrVq1YvHixaSmpuLo6Jjj\\nkVyfGmtra27dugVk/s0NDQ21WhxtbGywsrKSnmupr69fpNUy3dzcaNOmDYsWLUKj0WBoaIi/vz9G\\nRkYYGRnlWcbkcjm9e/dm8+bNHD16lHLlylGrVq1cF9orbPl7XZUqVdi4cSP16tXL8VpWPrdt28bW\\nrVvRaDRS/uRyOa6ursyZMweNRoOuri6tWrXCzs5OahQQBEEQhIKYmZkxbtw4Ro0aJQ2bfX0BJrlc\\nTs+ePenRowfx8fEYGBhoDWnNS5s2bbR+79q1K4MHD2b69OkEBASwdOlS5HI5fn5+eHh4ADBq1CgW\\nLVrEtm3bqFixIt7e3rkuFgWZiy6tWrWKYcOGoVQq0dfXx83NjXnz5mFhYUHNmjXp3bs3Y8aMQalU\\n4urqyqhRoyhZsiRdunTB398fExMTvLy8GDJkCIsWLaJs2bJa5+jWrRvJyckMGTIEtVqNhYUFw4cP\\nL8pH/EmzsrJixowZTJo0iQkTJuSYi2xmZsakSZOKHDvkpV+/fsyePRtfX18cHBxo2rRprusnFcTQ\\n0JBFixaxdu1apk6dyvPnzylZsiSNGzdmwoQJ6OrqYmZmlm9ZzU+dOnXYuXMn3bt3Z/HixTleHzhw\\nICtXruTXX3/FycmJb775hgkTJhAQEECPHj2YOXMmSqUSmUxGzZo1adWqFXK5nCZNmjB69Gj69u1L\\nly5divy+P2QyTW6D8LMJDAykf//+b3yCx48fk5ycnOtiCMUpOTmZkydPcvXqVRISEjA1NcXd3Z3P\\nP//8jYcz5Cf7gg2JiYmMHTuWn3/+GX19/RyLOUyZMoWuXbu+8bPo/u2yF1G1Wo1arcbW1hY9PT00\\nGg3p6em5Dp//lBVUxrJWkQfYsGEDRkZG+Q7nF7TZ29tjYmJSbBdRQRCEj93Hcp0NCQnh/PnzjB49\\n+p2eN/t1d8GCBZiYmDB48OB3moePyeuL/76P8pWYmMju3bs5d+4csbGxWFpaUqtWLTp27FjsC51m\\nv287evQoO3bsYOnSpcV6DuF/Cru4dH4KEwO/9R7pN314d1GZmJjQqlWrXFfLK253795lxYoVjB07\\nFktLS2mVOn19fdLS0hg/fjz9+/encuXK3Lx5k4SEBK2FI4Q3V9Bq2f8GBZWxxYsX4+joSIcOHUhM\\nTOTq1as5FsQQCvZvLV+CIAgfE19fX635p1lOnjyp9fv8+fOlYdHFbcyYMbi4uDBo0CDi4uI4ffo0\\no0aNeivnEoqPubk5ffr0kUacvi0bN27kwoULzJkzB5lMxsGDB/Nd2V34eLz1HumoqChevHjx1nuk\\n37X9+/dLj7yysrLC19dXWoUvLCyMXbt2kZaWhoGBAe3bty/UkAohd9mLqEajQaVSYWtri76+vtQj\\n/frCCp+6/MpYdHQ0v/76K8+fP0dHR4cGDRpIj+UQCsfe3h5TU9Mcw70EQRD+rT6WHun34eHDh9Kj\\nrHR1dWnZsiW9evV639n6oH0IPdLvyqtXr1iwYAFXrlxBLpfj6enJV199pfWEFaF4vaseaRFICx88\\nEUgL75oIpAVBELR9yoGO8O79mwJp4d0TQ7sFIQ8ymUxaWEuj0YgyJrwVolwJgiAIgiAIeXknj78S\\nN6RCcRNzpYW3SZQpQRAEQRAEIT/vpEc6axVDQSgucrkcHR0daai3IBQnuVwugmlBEARBEAQhT+8k\\nkBY3pEJxySpL2Yd2i4YaobiJeksQBEEQBEHIz1uPQESPtPBPvR7QyGQydHV1pbKV/XnKglAcRI+0\\nIAiCIAiCkJ+33iOto6ODrq4uDg4OvHr1ipSUFFJTU1GpVNKQ3KxVmQtYQFz4l8je6wyZZUgul6NQ\\nKDAwMMDAwEAqVwBqtZrSpUuTkpKCUqkkLS1NlC8hT7mVLx0dHRQKBYaGhhgZGaGrqysaaARBELIp\\njlVwBSEvonwJH6N3Ekjr6emRkZGBQqHIPKmurlagAyLIEbRl7w3MCqT19PTQ19dHX18fhUKBjo6O\\n1hBctVqNXC5HV1cXtVotypeQp9fLV1Y9pVAo0NPTQ09PTwTSgiAIgiAIQp7eeiBtYWHxtk8hCIIg\\nCIIgCIIgCO+MmLwsCIIgCIIgCIIgCEXw1nukhXcjMDDwfWdBED4Z/fv3f99Z+FcR9ZcgFB9RfwmC\\nILwbIpD+hIiLpyD8cyKoez9E/SUI/5yovwRBEN4dMbRbEARBEARBEARBEIpABNKCIAiCIAiCIAiC\\nUAQikBYEQRAEQRAEQRCEIhCBtCAIgiAIgiAIgiAUgVhsTBAEQRAEQRA+QEqlksTERNLS0khNTQVA\\noVCgr6+Pubk5BgYG7zmHgvDvJQJpQRAEQRAEQfiAaDQanj17RmJiIpaWlpiamqJQKABITU0lJSWF\\nR48eYWFhQcmSJZHJZO85x4Lw7yMCaUEQBEEQBEH4gERGRqKjo4OTkxO6utq360ZGRhgZGWFubk5M\\nTAyRkZGUKVPmPeVUEP69xBxpQRAEQRAEQfhAPHv2DLlcjr29fY4gOjtdXV3s7e3R0dEhLi7uHeZQ\\nEAT4iALpDh06oKuri4GBAQYGBlhaWtKqVStu3rz5vrOWr2XLlr3vLEi8vLxITk7Osf3AgQO0atUK\\nlUrFt99+S926dWnQoAENGjSgSZMmfP311zx48CDXNLt160bbtm35/vvvCzx/27ZtOX/+/D9+H8Uh\\nLi6OY8eOvfXzLF68mOnTpxe43++//87AgQM5duwY3bp1o27duh982f6QhYWFoVQq83xdqVRy8eLF\\nd5ijnDIyMpg9ezYVK1bEwMAAa2tr2rVrx+XLlwt1vJOTE0eOHHnLufzwRUVFUatWLVQqVa6v51fv\\nZP9+Tpky5YOqr4V/rw+t/nr69Cn+/v6UKVMGfX19rK2tadu2bb55iIiIQCaTkZGRkevr9erV49df\\nf9XalpiYiJ6eHufOndPaXrlyZQYMGKC1bcmSJXh4eBTpPOfOnePSpUsAbN68mVq1auX/xt+T1NRU\\nEhISKF26dKGPsbW1JT4+XppDLQhZIiMj8fb2xsrKKt/95s2bpxVnGRgY0KdPn3eUy4/XRxNIA4wa\\nNQqlUolSqeThw4eUL1+edu3a5XkDlZei7v+moqKimDVrVpGPe1v5s7e3Jzg4OMf2Xbt20aFDB3R0\\ndADo1asXp0+f5vTp0+zduxd7e3v++9//5pmvcePGMXXq1LeS57fl/PnzHD9+/H1nIwdvb2+2bNmC\\nqanp+87KRysuLo7mzZvTunXrXG9GlUolrVu3xtvbm/Dw8PeQw0y+vr6sWbOGxYsXExcXx40bN6hR\\nowZeXl7cuHHjrZzzXdV975KtrS0HDx6U6q8sarUajUbDunXrqF69eoHpjBo1ir59+76tbApCoXxo\\n9Vd8fDz169cnMjKSffv28fLlS65fv07Dhg357LPPcm3wValUODo68uTJk3x7U19nbm5Ow4YNOXDg\\ngLTt0aNHPHv2jEOHDmnte/DgQVq3bl2k86xatUoKpD9k8fHxmJub56jT8qOrq4u5uTkJCQlvMWfC\\nx+bmzZs0bdqUBg0aFLhvQkICgwcPluIspVLJunXr3kEuP24f7RxpU1NTZs6cydKlS7l9+zbu7u4c\\nOHCAMWPGkJiYiK6uLhMmTKB///4AlC1bluHDh/PTTz/x448/0qFDB4YOHcqJEydQqVR4eHgQGBiI\\njY0N69evZ/369bi7u3PhwgWio6NZuXIlmzdv5vr16yQmJvLbb79RuXJlUlNTGT9+PHv37kUmk+Hh\\n4cEvv/yCkZER9erVIzo6Gnd3d4KDg7Gzs8t1XysrKwIDA/ntt98wMDAgIiKCS5cu4enpycCBAxk+\\nfHixfGadOnVi165ddO3aVdr26NEjQkND8wyEjY2NGTZsGFu3biUyMhInJ6d8z3H16lUWLFhAUlIS\\n+vr69OvXj+bNmxdpvw4dOtC1a1fOnDnDgwcP8PT0pGXLlmzcuJFHjx7RuHFjRo4cWah0evTowcmT\\nJ0lMTERfX58ffviBhw8f8uOPP5KRkcHAgQNZtWqVVt7279/P/v37cXFx4caNGzx9+pTu3bvTvXt3\\nAC5evMjPP/9McnIycrmczp074+vrC8CNGzeYPn06KSn/1979R9V8/3EAf95uRX71W1FZKfKbyq8t\\nWaL0A7USNgyn2VjIrzVnfnwzlJFjssyMck4zZFKWc0RuKiS04wxHMlNCpZJm+ql8/7jnfk5Xv+6H\\nqOz5OMc569735/N538/u53Xfr/f7/Xl/ymFubq7UA1hZWYmQkBBkZGSgtrYWVlZW+N///gc9Pb0m\\nzymJ06FDB5iYmEAmk8HDwwMnTpwQVjVVNEJlMhkMDQ1FNfJaUmpqKmJjY3Ht2jX069cPgPxaCwoK\\nQp8+fYQFZZKTk7Fy5UqUlpZCKpViwYIFCAgIqLe/nJwcLFq0CLdu3YJEIoGTkxNCQ0PRuXPnerGv\\nurpa5fhWUVHRaJzct28fDh06BEtLS9y4cQNFRUX46quvhJGjlo5fzs7OOHnypNC4jI6OxqlTp/Dt\\nt99iypQpSE9PR35+PqZPn44FCxYgIiIChw4dgp+fH9auXYuRI0c2eX2GhobCyMgICxcuRFxcHKKi\\nolBTUwOpVIpZs2bBy8urRT4HUVPaWvwKCwuDVCrFsWPHoKGhAQDo3r07Vq1ahRkzZuC9994DgHpt\\nmJiYGFhYWKC6uhrq6uqIjIzEhg0boKmpiYkTJ+LFixcNHs/d3R2xsbHCLLeTJ09i4sSJSE9Px/Xr\\n1zFo0CBUVVUhKSkJX3/9NXJzc1U6zpYtW3DgwAHEx8fj5s2bGDFiBDQ0NLBmzRpERUWhrKwMa9eu\\nxZIlSwC0TPx6+PAhsrOzm5xd0JDu3bsL51UMxbm/ceOG6G3p1XXs2BHm5ubo2bNna1elnk6dOiEl\\nJQW3b9/G7t27myz75MkT6OjovKWavTva1Yj0yxQBUkNDA5WVlZg+fTqCg4ORnZ2NiIgIfP755ygs\\nLAQg/6LLZDLcuXMHM2bMwPbt23H79m1kZWXh7t27eP78OTZt2iTsLyUlBfPnz0daWhp8fHzg5eWF\\nwMBApKWlwcnJCWFhYQCA7777DmlpacjIyEBmZiaMjY3h7++PTp06ISIiAkZGRsjMzISFhUWjZRX1\\nS01NhZ+fn9BjGhoaCjc3txY7X+7u7sjJycHNmzeF1+Li4mBvbw8jI6Nmz3NzP9pPnz7F0qVLMXv2\\nbBw9ehShoaHYvHkz7ty5I6qcuro6MjMzsXPnTvzyyy9ITEyETCbDDz/8IDTeCwsLVdrPxYsXsWPH\\nDkRFRaFz5844evQo7Ozs4OPjAwcHh3pJtGK7K1euwNHREXv27MHGjRuxY8cOVFZWorS0FCtWrMDC\\nhQsRExOD8PBwRERECFNHg4KCMHnyZMTGxiIwMBBnz54V9vvrr78iNzcXMTExOH78OGpqahAREdHk\\nOSXxunTpAplMBltbW6ExquhdrdsITUlJgZWVVavUMTExEcOHDxeS6LpmzpwJS0tLPH78GJ6enti4\\ncSOysrJw+vRpbNq0qcHp3LNmzcKgQYOQlZWFP//8E5mZmQgJCQFQP/aJiW9NxUmpVAqZTIY5c+Yg\\nNTUV0dHRWLhwIe7fvw+g5eOXVCpVmkp66tQpuLu7K5Xp0KHYrmm4AAAN1UlEQVQDKioqUFZWhjNn\\nzqB79+5K7zd1fSpUVFQgODgYO3bswLFjxxAeHo7k5GROmaS3oq3FL5lMBl9fXyGJrsvc3FxYKbqh\\nNozCgwcPsGDBAhw5cgSZmZlwcnJqdFq4h4cHLl26hJKSEgDyRHrcuHFwdHREQkICAODcuXPQ1NTE\\n+++/r/JxAgMDYWtriw0bNmDbtm0A5FPohwwZgpycHERFRQmzHoGWiV85OTmik2hAHuu0tLREb6el\\npdVqncP/ZRUVFY3e/tjazMzMmmzf11VSUoLz589jyJAhMDExgbe3N+7du/eGa9j+tdtE+t9//8Xq\\n1asxbNgwWFhYoEOHDrh3757QsBo7diw0NDRw9+5dAIBEIsHUqVOFnt2VK1ciISEBmpqaUFdXx/jx\\n43H79m1h/1ZWVhg8eDAAoH///ujXrx/69u0r/K1oLB45cgT+/v7o0qULAGDp0qU4evRog/frNFVW\\nIpFAR0cHHh4eQvkJEybA0tKyxc5Z165d4eLigtjYWADy6Vfx8fHw8fFpdJuysjLs2rUL1tbWzfa2\\nXb58Gd26dYOTkxMA+VTysWPH4syZM6LLOTo6QiKRQFtbG3p6evjwww8BAPr6+ujatSsePXqk0n5c\\nXFyEESxra2vk5eWpdK569uyJYcOGCdtVV1ejqKgIly9fhp6envADbmRkBAcHB6SmpqKwsBB///03\\nXF1dhX3Y29sL+5w9ezZ27twJDQ0NSKVSjBw5Erm5uSrVh8TR1tbGmTNnYGdnB5lMBm9vb0yZMkWp\\nEdpQEvu2lJSUNHs9KRJBxQwLU1NTTJo0CfHx8UrlCgsLce7cOSxevBiAPJmcN2+eUO7l2AeoHt+a\\ni5O9e/cWroXBgwfDwsICFy5cANDy8cvZ2Vm4tgsKCpCZmQlnZ2elMopGvbu7e71HwTR3fSpoampC\\nV1cXMTExyMnJgZGREbZv3y7MEiB609pS/CopKVG6V/evv/6CsbGx8E8xYttQG0YhOTkZlpaWsLOz\\nAwB4eno2Gv8GDhwIU1NTJCYmoqamBjKZDBMmTICzs7OQSCckJGDixIn1pj6LOQ4A9OjRA9OmTQMg\\nv62qurpaaCO0dPwS61UeZcXHX9HrGDVqFBwdHZGSkoKsrCzo6elxJpYK2lXX1ffffy9MTejYsSPs\\n7e0RGxsLNTV5f0BERASOHDmC2tpaAEBVVZXw3wCURifu3LmDdevWITs7G2pqasIUbAVFsgvIewdf\\n/ltxr2F+fj5WrFiB1atXK22bn59fr/7NlX159ORN8Pb2xqJFi7Bs2TJcunQJGhoaGD16tFKZgwcP\\n4ujRowDkjfKhQ4ciNDRUOM+NKSoqQkFBASZPniy8VlVVhfHjx4suV7c3Vk1NDZ06dRL+lkqlqK2t\\nVWk/nTt3VtpP3e9DU17eDpDfc/n48WPo6uoqldXR0UFBQQFKS0sByBtBdd9TLPB2//597N69G3l5\\neZBIJCguLm52qjy9Oh0dHZw5cwYODg7C2gBtIYkG5Nd6Wlpak2UKCgpgaGio9JqBgUG9zpeCggIA\\nUCprYGAgvK44Xl2qxrfm4qS+vr7SfrW1tfH48eMmP9ercnNzQ0BAAAIDA3H69GnY29uja9euePr0\\nab2yL1+jAJq9PhXU1NSwZ88eREVFwd/fH2pqapg3bx4++uijFv5ERI1rK/HLyMhIaVTKwsICV69e\\nBSBf8Cs7O1t4r7E2THFxcb1bmJpa+Mjd3R0JCQnCaJqZmRm6dOmCuXPnoqKiAgkJCVi5cuVrH6du\\nnFD8zrfkOhIWFha4e/cuysvLRW1XVVWFyspKpXaPKiorK1FdXS1qG3p9WlpasLCwaO1qvLaXbxvb\\nsmUL9PX1kZubCzMzs1aqVdvXrhLppUuXYvPmzQ2+9/vvv2PTpk24fPkyLCwsUFtbq9Q4BJR762bO\\nnIlx48bh8OHDkEgkCAkJQXJysug69ezZE+vWrWtwVPflhUCaKvty/d6UQYMGCfdfJSUlwcvLq16C\\n/PHHHwujW2IYGhqiV69eOHToUIuUa6njtSR9ff16j5goKSmBgYGBsEBYaWmp8GNeVFQkjASuWbMG\\nw4cPR0hICCQSCSIjI9vFwiftmba2Ns6ePQtHR0c8ePCgTSTRgHymxLp165CRkSGMnihs3rwZtra2\\nMDY2VkqGAfmo6ssruRobGwOQJ9SmpqYNlnvV2NJcnHz06JFS+eLi4mZXBn1VAwYMgLa2Nv744w+c\\nPn0afn5+jZZt6PM2d33W1atXL6HD8+rVq1i8eDGGDh2K3r17t8RHIVJJW4hfrq6uCAsLw/r166Gl\\npQWpVCrEnLodzkDjcUZXV7deB1tDgw0KHh4eCAgIQO/evYVZJ7q6uhg4cCCOHz+O69evCzNLXuc4\\nb5pi1F6soqIiVFRUiE6kKyoq0LNnTwwZMkT0MYkuXryIvn37Cr+PVVVVAOSztKhx7XZq98sKCwuF\\nBRpqa2sRHBwMiUTS4OOeFOXt7OwgkUhw+/ZtREdHN1q2KVOnTsWuXbvw7NkzAPKFqpYvXw5A/uV7\\n9uyZ8GVsqmxDkpKShKnpLcnb2xtxcXG4dOkSPD09W2y/I0aMQFFREc6fPw8AKC8vx8aNG+ut6qlq\\nuZY6XkPU1dXxzz//iDqe4pilpaXC9NW8vDykpqbC0dER3bt3h5mZmTClNjs7GxcvXhS2ffLkCfr3\\n7w+JRIJ79+4hMTFRdE81iaenp4ekpCQkJye3iSQaAEaOHIlZs2bB09MTsbGxePLkCfLy8vDNN98g\\nNDQUlpaWGD9+PIqLi4UVbHNychAfH19vZNTAwABjx45FeHg4AHljat++ffD29n7tejYXJ3Nzc4XV\\ndNPS0pCbm4sxY8YAeDPxy9XVFTExMXj48KFKq5DW1dz1qZCVlYUvvvhCGME2NzeHpqZmo4sjEb1J\\nrR2/vvzyS+jo6MDd3R0ZGRmorKxEYWEh9uzZg23bttXrCGzImDFjkJWVJawlcuDAARQVFTVa3snJ\\nCQ8fPsRvv/0GFxcX4XVnZ2ds3boVI0aMaLDDrrnjaGpqCvdeN+dNtb9UoVh9W9UZdIB8xlxpaSkX\\niyKVVVVVYe/evcI1ERQUhCVLlqCsrAzl5eVYtWpVs2so0TuUSPv6+sLExARWVlawtbVF//79MXv2\\nbMyZM0dpcS2FkJAQrFq1CgMGDMDq1avx448/4tatW8KKjaoKDAyEjY0NbGxsYGlpiQ0bNggrONvY\\n2MDExASmpqa4cOFCk2UbsmzZMpw4cULciVCBq6srbt68idGjR9ebmvk6unTpgu3bt2Pv3r3w8vLC\\njBkzoK2tXW9BFFXLtdTxGvLBBx/gxo0bmDRpkqipXN26dcO2bduwe/du+Pj4ICAgAP7+/rCxsYFE\\nIkFQUBDi4+Ph5uaGbdu2wd3dXfgx9Pf3x86dO+Hr64tdu3Zh1apVyM7OxtatW0V9bhJPX18fgwYN\\nau1qKNm/fz+WL1+ONWvWoEePHhg6dCiys7ORnp4OS0tL6OrqIi4uDmvXroW1tTXc3d0RHBwMBweH\\nevuKiorCtWvX0LdvXwwdOhTDhw9vcOqjWM3FyVGjRiE2Nhb9+vXDJ598gp9//lkYgXkT8cvNzQ2J\\niYlwcXERvahOc9enQp8+fWBnZ4dPP/0UU6ZMgZ+fHz777LNWvV+S/ttaM35paWnh3LlzsLOzw7Rp\\n06CtrY3+/fvj+PHjOHjwoPAEjaaYm5sjLCwMU6dOhbm5OdLT0zFmzJhGf3u1tLQwbtw4XL9+HY6O\\njsLrzs7OuHLlSr1FBlU9jq+vL4KCgoQncDTlTbW/VKGhoQEdHR1Ro+n5+fnQ0dHhYmOkZP369ejY\\nsaPQMa94PnRBQQHKysowf/58PHjwAIC8TVJeXo5evXrB3Nwcz549Q3R0dCt/grZP8qKZbvbIyEjh\\nEVLUdrXW/6fp06cjICBA9OgQNW3ChAkIDw+HtbV1a1flP4cxTzX79+/Hvn37kJqa+tr74jknahm8\\nlt4d9+7dg1QqhZGRUaMJ8vPnz1FQUICamhr06tXrLdeQ6N2mSjxl1xUREb0STncmInozzMzMUFRU\\nhOzsbOjq6kJLS0t4ekBlZSXKy8tRUlICHR2dFp1dSESqYyJNry0kJAS2trZYv359a1el3ZPJZPjp\\np58aXImYiIiI/hskEgkMDQ3RtWtXlJaWori4WHiefYcOHaCpqQlTU9MGF0wkoreDiTS9lsOHD7d2\\nFd4pTk5OwnOxidqyuXPnYu7cua1dDSKid5rivlYianvemcXGiIiIiIiIiN4GJtJEREREREREIjCR\\nJiIiIiIiIhKBiTQRERERERGRCFxs7B0SGRnZ2lUgInoljF9ERETUnjCRfkc098BwIqK2ivGLiIiI\\n2htO7SYiIiIiIiISgYk0ERERERERkQhMpImIiIiIiIhEYCJNREREREREJAITaSIiIiIiIiIRmEgT\\nERERERERicBEmoiIiIiIiEgEJtJEREREREREIjCRJiIiIiIiIhKBiTQRERERERGRCEykiYiIiIiI\\niERgIk1EREREREQkAhNpIiIiIiIiIhGYSBMRERERERGJwESaiIiIiIiISAQm0kREREREREQiqKtS\\nKDIy8k3Xg4iIiIiIiKhdkLx48eJFa1eCiIiIiIiIqL3g1G4iIiIiIiIiEZhIExEREREREYnARJqI\\niIiIiIhIBCbSRERERERERCIwkSYiIiIiIiISgYk0ERERERERkQhMpImIiIiIiIhE+D8b6clKNgvY\\n7gAAAABJRU5ErkJggg==\\n\"},\"metadata\":{\"needs_background\":\"light\"},\"output_type\":\"display_data\"},{\"data\":{\"text/plain\":[\"<salvus.flow.simple_config.simulation.waveform.Waveform object at 0x78e856d70210>\"]},\"execution_count\":9,\"metadata\":{},\"output_type\":\"execute_result\"}],\"source\":[\"p.viz.nb.simulation_setup(\\\"sim_spherical\\\", [event_spherical_name])\"]},{\"cell_type\":\"code\",\"execution_count\":10,\"id\":\"ab6fa9f6\",\"metadata\":{},\"outputs\":[{\"data\":{\"image/png\":\"iVBORw0KGgoAAAANSUhEUgAAA9IAAAPMCAYAAACuT4E1AAAAAXNSR0IArs4c6QAAAARzQklUCAgI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\\nYII=\\n\"},\"metadata\":{\"needs_background\":\"light\"},\"output_type\":\"display_data\"},{\"data\":{\"text/plain\":[\"<salvus.flow.simple_config.simulation.waveform.Waveform object at 0x78e856cc9c50>\"]},\"execution_count\":10,\"metadata\":{},\"output_type\":\"execute_result\"}],\"source\":[\"p.viz.nb.simulation_setup(\\\"sim_plane\\\", [event_plane_name])\"]},{\"cell_type\":\"markdown\",\"id\":\"99d4f62d\",\"metadata\":{},\"source\":[\"Then, we launch both simulations with wavefield output. We save the gradient\\n\",\"of displacement every 10 time steps to enable P- and S-wave separation. The\\n\",\"results will be saved in the Salvus project folder.\"]},{\"cell_type\":\"code\",\"execution_count\":11,\"id\":\"1fd04205\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[{\"name\":\"stdout\",\"output_type\":\"stream\",\"text\":[\"[2026-05-01 14:27:41,811] \\u001b[34m\\u001b[1mINFO\\u001b[0m: Submitting job ...\\n\",\"Uploading 1 files...\\n\",\"\\n\",\"🚀  Submitted job_2605011427976441_fb6d656d5d\\u001b[0m@\\u001b[34mlocal\\u001b[0m\\n\",\"[2026-05-01 14:27:42,408] \\u001b[34m\\u001b[1mINFO\\u001b[0m: Submitting job ...\\n\",\"Uploading 1 files...\\n\",\"\\n\",\"🚀  Submitted job_2605011427511751_3e6bf64df9\\u001b[0m@\\u001b[34mlocal\\u001b[0m\\n\"]},{\"data\":{\"image/png\":\"iVBORw0KGgoAAAANSUhEUgAAA9IAAACQCAYAAADk61MkAAAAAXNSR0IArs4c6QAAAARzQklUCAgI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\\nSNViUZRYmF4AAAAASUVORK5CYII=\\n\"},\"metadata\":{\"needs_background\":\"light\"},\"output_type\":\"display_data\"},{\"data\":{\"text/plain\":[\"True\"]},\"execution_count\":11,\"metadata\":{},\"output_type\":\"execute_result\"}],\"source\":[\"# Launch spherical beamforming simulation\\n\",\"p.simulations.launch(\\n\",\"    simulation_configuration=\\\"sim_spherical\\\",\\n\",\"    events=[event_spherical_name],\\n\",\"    site_name=SALVUS_FLOW_SITE_NAME,\\n\",\"    ranks_per_job=RANKS_PER_JOB,\\n\",\"    extra_output_configuration={\\n\",\"        \\\"volume_data\\\": {\\n\",\"            \\\"fields\\\": [\\\"gradient-of-displacement\\\"],\\n\",\"            \\\"sampling_interval_in_time_steps\\\": 10,\\n\",\"        }\\n\",\"    },\\n\",\")\\n\",\"\\n\",\"# Launch plane wave beamforming simulation\\n\",\"p.simulations.launch(\\n\",\"    simulation_configuration=\\\"sim_plane\\\",\\n\",\"    events=[event_plane_name],\\n\",\"    site_name=SALVUS_FLOW_SITE_NAME,\\n\",\"    ranks_per_job=RANKS_PER_JOB,\\n\",\"    extra_output_configuration={\\n\",\"        \\\"volume_data\\\": {\\n\",\"            \\\"fields\\\": [\\\"gradient-of-displacement\\\"],\\n\",\"            \\\"sampling_interval_in_time_steps\\\": 10,\\n\",\"        }\\n\",\"    },\\n\",\")\\n\",\"\\n\",\"p.simulations.query(block=True, ping_interval_in_seconds=4)\"]},{\"cell_type\":\"markdown\",\"id\":\"386b30dd\",\"metadata\":{},\"source\":[\"## Wavefield Visualization and P/S-Wave Separation\\n\",\"\\n\",\"After the simulation completes, we load the wavefield output and separate it\\n\",\"into P-wave and S-wave components. The separation is based on the Helmholtz\\n\",\"decomposition:\\n\",\"\\n\",\"* **P-waves (compressional)**: Divergence of displacement, $\\\\nabla \\\\cdot\\n\",\"  \\\\mathbf{u}$\\n\",\"* **S-waves (shear)**: Curl of displacement, $\\\\nabla \\\\times \\\\mathbf{u}$\\n\",\"\\n\",\"In 2D, the gradient of displacement tensor has components:\\n\",\"$$\\n\",\"\\\\nabla \\\\mathbf{u} = \\\\begin{bmatrix}\\n\",\"\\\\partial_x u_x & \\\\partial_y u_x \\\\\\\\\\n\",\"\\\\partial_x u_y & \\\\partial_y u_y\\n\",\"\\\\end{bmatrix}\\n\",\"$$\\n\",\"\\n\",\"The divergence (P-wave) is:\\n\",\"$$\\n\",\"\\\\nabla \\\\cdot \\\\mathbf{u} = \\\\partial_x u_x + \\\\partial_y u_y\\n\",\"$$\\n\",\"\\n\",\"The curl (S-wave magnitude) is:\\n\",\"$$\\n\",\"|\\\\nabla \\\\times \\\\mathbf{u}| = |\\\\partial_x u_y - \\\\partial_y u_x|\\n\",\"$$\"]},{\"cell_type\":\"code\",\"execution_count\":12,\"id\":\"b8229967\",\"metadata\":{},\"outputs\":[{\"name\":\"stdout\",\"output_type\":\"stream\",\"text\":[\"Spherical wavefield shape: (91, 4, 200, 100)\\n\",\"Plane wavefield shape: (91, 4, 200, 100)\\n\"]}],\"source\":[\"# Load wavefield outputs for both simulations\\n\",\"output_dir_spherical = p.simulations.get_simulation_output_directory(\\n\",\"    \\\"sim_spherical\\\", event_spherical_name\\n\",\")\\n\",\"output_dir_plane = p.simulations.get_simulation_output_directory(\\n\",\"    \\\"sim_plane\\\", event_plane_name\\n\",\")\\n\",\"\\n\",\"wo_spherical = WavefieldOutput.from_file(\\n\",\"    output_dir_spherical / \\\"volume_data_output.h5\\\",\\n\",\"    \\\"gradient-of-displacement\\\",\\n\",\"    \\\"volume\\\",\\n\",\")\\n\",\"\\n\",\"wo_plane = WavefieldOutput.from_file(\\n\",\"    output_dir_plane / \\\"volume_data_output.h5\\\",\\n\",\"    \\\"gradient-of-displacement\\\",\\n\",\"    \\\"volume\\\",\\n\",\")\\n\",\"# Extract to regular grid\\n\",\"nx, ny = 200, 100\\n\",\"\\n\",\"x0, x1 = domain.bounds.hc[\\\"x\\\"]\\n\",\"y0, y1 = domain.bounds.vc[\\\"y\\\"]\\n\",\"\\n\",\"x = np.linspace(x0, x1, nx)\\n\",\"y = np.linspace(y0, y1, ny)\\n\",\"\\n\",\"wavefield_grad_spherical = wavefield_output_to_xarray(wo_spherical, [x, y])\\n\",\"wavefield_grad_plane = wavefield_output_to_xarray(wo_plane, [x, y])\\n\",\"\\n\",\"print(f\\\"Spherical wavefield shape: {wavefield_grad_spherical.shape}\\\")\\n\",\"print(f\\\"Plane wavefield shape: {wavefield_grad_plane.shape}\\\")\"]},{\"cell_type\":\"markdown\",\"id\":\"c14603f5\",\"metadata\":{},\"source\":[\"### Computing P-wave and S-wave Components\\n\",\"\\n\",\"We now compute the divergence and curl from the gradient tensor.\"]},{\"cell_type\":\"code\",\"execution_count\":13,\"id\":\"e8a89604\",\"metadata\":{},\"outputs\":[{\"name\":\"stdout\",\"output_type\":\"stream\",\"text\":[\"Spherical P-wave shape: (91, 200, 100)\\n\",\"Plane P-wave shape: (91, 200, 100)\\n\"]}],\"source\":[\"# Compute P-wave and S-wave components for both simulations\\n\",\"# P-wave component: divergence = du_x/dx + du_y/dy\\n\",\"# Component indices: 0 = du_x/dx, 3 = du_y/dy\\n\",\"p_wave_spherical = wavefield_grad_spherical.isel(\\n\",\"    c=0\\n\",\") + wavefield_grad_spherical.isel(c=3)\\n\",\"p_wave_plane = wavefield_grad_plane.isel(c=0) + wavefield_grad_plane.isel(c=3)\\n\",\"\\n\",\"# S-wave component: curl = du_y/dx - du_x/dy\\n\",\"# Component indices: 2 = du_y/dx, 1 = du_x/dy\\n\",\"s_wave_spherical = wavefield_grad_spherical.isel(\\n\",\"    c=2\\n\",\") - wavefield_grad_spherical.isel(c=1)\\n\",\"s_wave_plane = wavefield_grad_plane.isel(c=2) - wavefield_grad_plane.isel(c=1)\\n\",\"\\n\",\"print(f\\\"Spherical P-wave shape: {p_wave_spherical.shape}\\\")\\n\",\"print(f\\\"Plane P-wave shape: {p_wave_plane.shape}\\\")\"]},{\"cell_type\":\"markdown\",\"id\":\"a06c3638\",\"metadata\":{},\"source\":[\"### Comparing Spherical and Plane Wave Beamforming\\n\",\"\\n\",\"We visualize both beamforming strategies side by side, showing P-wave and\\n\",\"S-wave components at several snapshots in time. The top two rows show\\n\",\"spherical beamforming (point focusing), and the bottom two rows show plane\\n\",\"wave beamforming (angle steering).\"]},{\"cell_type\":\"code\",\"execution_count\":14,\"id\":\"f20ac424\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[],\"source\":[\"# Select time snapshots to visualize using absolute time values\\n\",\"time_snapshots = [TIME_VIS_1, TIME_VIS_2, TIME_VIS_3]\"]},{\"cell_type\":\"markdown\",\"id\":\"e269130d\",\"metadata\":{},\"source\":[\"### Overlaying P-waves and S-waves\\n\",\"\\n\",\"We now create visualizations that overlay both P-wave and S-wave components\\n\",\"using RGB pixel blending. The cell below defines to helper functions:\\n\",\"In the first, each wave type is converted to RGB pixels using\\n\",\"its colormap. In the second, two RGB images are blended using additive\\n\",\"blending for natural color mixing where waves overlap.\"]},{\"cell_type\":\"code\",\"execution_count\":15,\"id\":\"7a64d645\",\"metadata\":{},\"outputs\":[],\"source\":[\"\\n\",\"\\n\",\"def wavefield_to_rgb(data, cmap_name, vmin, vmax):\\n\",\"    \\\"\\\"\\\"\\n\",\"    Convert wavefield data to RGB image using a colormap.\\n\",\"\\n\",\"    Args:\\n\",\"        data: 2D array of wavefield values\\n\",\"        cmap_name: Name of colormap\\n\",\"        vmin, vmax: Value range for normalization\\n\",\"\\n\",\"    Returns:\\n\",\"        RGB image array with values in [0, 1]\\n\",\"    \\\"\\\"\\\"\\n\",\"    norm = mcolors.Normalize(vmin=vmin, vmax=vmax, clip=True)\\n\",\"    normalized = norm(data)\\n\",\"    cmap = plt.get_cmap(cmap_name)\\n\",\"    rgba = cmap(normalized)\\n\",\"    return rgba[..., :3].copy()\\n\",\"\\n\",\"\\n\",\"def blend_images_multiply(rgb1, rgb2):\\n\",\"    \\\"\\\"\\\"\\n\",\"    Blend two RGB images using multiply blending mode.\\n\",\"\\n\",\"    Args:\\n\",\"        rgb1: First RGB image\\n\",\"        rgb2: Second RGB image\\n\",\"\\n\",\"    Returns:\\n\",\"        Blended RGB image with values in [0, 1]\\n\",\"    \\\"\\\"\\\"\\n\",\"    blended = rgb1 * rgb2\\n\",\"    return np.clip(blended, 0, 1)\"]},{\"cell_type\":\"markdown\",\"id\":\"05e13874\",\"metadata\":{},\"source\":[\"Finally, we create the overlay plots for both beamforming strategies at\\n\",\"several time snapshots.\"]},{\"cell_type\":\"code\",\"execution_count\":16,\"id\":\"012f95b4\",\"metadata\":{\"lines_to_next_cell\":2},\"outputs\":[{\"data\":{\"image/png\":\"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\",\"text/plain\":[\"<Figure size 1200x500 with 8 Axes>\"]},\"metadata\":{},\"output_type\":\"display_data\"}],\"source\":[\"# Colormap for P-waves\\n\",\"p_wave_cmap = \\\"PRGn\\\"\\n\",\"# Colormap for S-waves\\n\",\"s_wave_cmap = \\\"RdBu\\\"\\n\",\"\\n\",\"# Create overlay plots using RGB blending\\n\",\"fig, axes = plt.subplots(2, 3, figsize=(12, 5))\\n\",\"fig.suptitle(\\\"P-wave and S-wave phasing for both arrays\\\", fontsize=14, y=0.98)\\n\",\"\\n\",\"# Change this to adjust color clipping, this adds contrast to low amplitude\\n\",\"# areas, but loses some dynamic range in high amplitude areas\\n\",\"clipping_ratio = 1.0\\n\",\"\\n\",\"\\n\",\"time_idxs = [\\n\",\"    int(np.abs(p_wave_spherical.t.values - time_val_s).argmin())\\n\",\"    for time_val_s in time_snapshots\\n\",\"]\\n\",\"\\n\",\"selected_p_wave_spherical = p_wave_spherical.isel(t=time_idxs)\\n\",\"selected_s_wave_spherical = s_wave_spherical.isel(t=time_idxs)\\n\",\"selected_p_wave_plane = p_wave_plane.isel(t=time_idxs)\\n\",\"selected_s_wave_plane = s_wave_plane.isel(t=time_idxs)\\n\",\"\\n\",\"# Normalize wavefields for consistent color scaling\\n\",\"selected_p_wave_spherical /= np.abs(selected_p_wave_spherical).max()\\n\",\"selected_s_wave_spherical /= np.abs(selected_s_wave_spherical).max()\\n\",\"selected_p_wave_plane /= np.abs(selected_p_wave_plane).max()\\n\",\"selected_s_wave_plane /= np.abs(selected_s_wave_plane).max()\\n\",\"\\n\",\"for idx, time_idx in enumerate(time_idxs):\\n\",\"    # Select nearest time index for this absolute time\\n\",\"    time_val = float(p_wave_spherical.t[time_idx].values) * 1e6\\n\",\"\\n\",\"    # Spherical beamforming - RGB blend\\n\",\"    ax = axes[0, idx]\\n\",\"\\n\",\"    p_rgb = wavefield_to_rgb(\\n\",\"        selected_p_wave_spherical.isel(t=idx).T.values,\\n\",\"        p_wave_cmap,\\n\",\"        -selected_p_wave_spherical.max() / clipping_ratio,\\n\",\"        selected_p_wave_spherical.max() / clipping_ratio,\\n\",\"    )\\n\",\"\\n\",\"    s_rgb = wavefield_to_rgb(\\n\",\"        selected_s_wave_spherical.isel(t=idx).T.values,\\n\",\"        s_wave_cmap,\\n\",\"        -selected_s_wave_spherical.max() / clipping_ratio,\\n\",\"        selected_s_wave_spherical.max() / clipping_ratio,\\n\",\"    )\\n\",\"\\n\",\"    blended = blend_images_multiply(p_rgb, s_rgb)\\n\",\"\\n\",\"    ax.imshow(\\n\",\"        blended,\\n\",\"        extent=[x[0], x[-1], y[0], y[-1]],\\n\",\"        origin=\\\"lower\\\",\\n\",\"        aspect=\\\"auto\\\",\\n\",\"        interpolation=\\\"bilinear\\\",\\n\",\"    )\\n\",\"\\n\",\"    # Draw circle around focus point\\n\",\"    focus_circle = plt.Circle(\\n\",\"        SPHERICAL_FOCUS_POINT,\\n\",\"        radius=0.006,\\n\",\"        fill=False,\\n\",\"        edgecolor=\\\"black\\\",\\n\",\"        linestyle=\\\":\\\",\\n\",\"        linewidth=1.5,\\n\",\"        alpha=0.3,\\n\",\"        label=\\\"Focus point\\\" if idx == 0 else None,\\n\",\"    )\\n\",\"    ax.add_patch(focus_circle)\\n\",\"\\n\",\"    # Add row title to center column\\n\",\"    if idx == 1:\\n\",\"        ax.set_title(f\\\"Spherical\\\\nt = {time_val:.2f} μs\\\")\\n\",\"    else:\\n\",\"        ax.set_title(f\\\"t = {time_val:.2f} μs\\\")\\n\",\"\\n\",\"    ax.set_aspect(\\\"equal\\\")\\n\",\"\\n\",\"    # Only label leftmost axes\\n\",\"    if idx == 0:\\n\",\"        ax.set_ylabel(\\\"y [m]\\\")\\n\",\"        ax.legend(loc=\\\"lower left\\\")\\n\",\"    else:\\n\",\"        ax.set_yticklabels([])\\n\",\"\\n\",\"    # No x labels on top row\\n\",\"    ax.set_xticklabels([])\\n\",\"\\n\",\"    # Plane wave beamforming - RGB blend\\n\",\"    ax = axes[1, idx]\\n\",\"\\n\",\"    p_rgb = wavefield_to_rgb(\\n\",\"        selected_p_wave_plane.isel(t=idx).T.values,\\n\",\"        p_wave_cmap,\\n\",\"        -selected_p_wave_plane.max() / clipping_ratio,\\n\",\"        selected_p_wave_plane.max() / clipping_ratio,\\n\",\"    )\\n\",\"\\n\",\"    s_rgb = wavefield_to_rgb(\\n\",\"        selected_s_wave_plane.isel(t=idx).T.values,\\n\",\"        s_wave_cmap,\\n\",\"        -selected_s_wave_plane.max() / clipping_ratio,\\n\",\"        selected_s_wave_plane.max() / clipping_ratio,\\n\",\"    )\\n\",\"\\n\",\"    blended = blend_images_multiply(p_rgb, s_rgb)\\n\",\"\\n\",\"    ax.imshow(\\n\",\"        blended,\\n\",\"        extent=[x[0], x[-1], y[0], y[-1]],\\n\",\"        origin=\\\"lower\\\",\\n\",\"        aspect=\\\"auto\\\",\\n\",\"        interpolation=\\\"bilinear\\\",\\n\",\"    )\\n\",\"\\n\",\"    # Add beam direction line from vertical\\n\",\"    angle_rad = np.radians(PLANE_WAVE_ANGLE_DEG)\\n\",\"    # Line from (0, 0) downward at given angle\\n\",\"    line_length = abs(y[0])  # Distance to bottom of domain\\n\",\"    x_end = line_length * np.tan(angle_rad)\\n\",\"\\n\",\"    # Array extent (from -0.025 to 0.025)\\n\",\"    array_half_width = TRANSDUCER_WIDTH_M / 2.0\\n\",\"\\n\",\"    # Center beam line (in legend)\\n\",\"    ax.plot(\\n\",\"        [0, x_end],\\n\",\"        [0, y[0]],\\n\",\"        \\\"k--\\\",\\n\",\"        linewidth=1.5,\\n\",\"        alpha=0.3,\\n\",\"        label=\\\"Beam direction\\\",\\n\",\"    )\\n\",\"\\n\",\"    # Edge beam lines (fainter, not in legend)\\n\",\"    x_end_left = -array_half_width + line_length * np.tan(angle_rad)\\n\",\"    x_end_right = array_half_width + line_length * np.tan(angle_rad)\\n\",\"    ax.plot(\\n\",\"        [-array_half_width, x_end_left],\\n\",\"        [0, y[0]],\\n\",\"        \\\"k--\\\",\\n\",\"        linewidth=1.0,\\n\",\"        alpha=0.15,\\n\",\"    )\\n\",\"    ax.plot(\\n\",\"        [array_half_width, x_end_right],\\n\",\"        [0, y[0]],\\n\",\"        \\\"k--\\\",\\n\",\"        linewidth=1.0,\\n\",\"        alpha=0.15,\\n\",\"    )\\n\",\"\\n\",\"    ax.set_xlim(x[0], x[-1])\\n\",\"    ax.set_ylim(y[0], y[-1])\\n\",\"\\n\",\"    # Add row title to center column\\n\",\"    if idx == 1:\\n\",\"        ax.set_title(\\n\",\"            f\\\"Plane Wave ({PLANE_WAVE_ANGLE_DEG}°)\\\\nt = {time_val:.2f} μs\\\"\\n\",\"        )\\n\",\"    else:\\n\",\"        ax.set_title(f\\\"t = {time_val:.2f} μs\\\")\\n\",\"\\n\",\"    ax.set_aspect(\\\"equal\\\")\\n\",\"\\n\",\"    # Only label leftmost axes\\n\",\"    if idx == 0:\\n\",\"        ax.set_ylabel(\\\"y [m]\\\")\\n\",\"        ax.legend(loc=\\\"lower left\\\")\\n\",\"    else:\\n\",\"        ax.set_yticklabels([])\\n\",\"\\n\",\"    # All bottom row axes have x labels\\n\",\"    ax.set_xlabel(\\\"x [m]\\\")\\n\",\"\\n\",\"# Add colorbars centered on the right\\n\",\"fig.subplots_adjust(right=0.88)\\n\",\"\\n\",\"# P-wave colorbar (centered vertically)\\n\",\"cax_p = fig.add_axes([0.90, 0.55, 0.02, 0.30])\\n\",\"plt.colorbar(\\n\",\"    plt.cm.ScalarMappable(\\n\",\"        cmap=p_wave_cmap,\\n\",\"        norm=mcolors.Normalize(vmin=-1, vmax=1),\\n\",\"    ),\\n\",\"    cax=cax_p,\\n\",\"    label=\\\"P-wave\\\",\\n\",\")\\n\",\"\\n\",\"# S-wave colorbar (centered vertically)\\n\",\"cax_s = fig.add_axes([0.90, 0.15, 0.02, 0.30])\\n\",\"_ = plt.colorbar(\\n\",\"    plt.cm.ScalarMappable(\\n\",\"        cmap=s_wave_cmap,\\n\",\"        norm=mcolors.Normalize(vmin=-1, vmax=1),\\n\",\"    ),\\n\",\"    cax=cax_s,\\n\",\"    label=\\\"S-wave\\\",\\n\",\")\"]},{\"cell_type\":\"markdown\",\"id\":\"acd9da76\",\"metadata\":{},\"source\":[\"We can also investigate the times between P-wave and S-wave arrivals at the\\n\",\"P-wave focus point for spherical beamforming. The P-wave arrives first,\\n\",\"followed later by the S-wave. Since the delay law used was calibrated for\\n\",\"P-waves, the S-wave does not focus at all at this point. The latest time\\n\",\"visualized is the time it takes for an S-wave from the center of the\\n\",\"transducer array to reach the P-wave focus point, but this is not the time\\n\",\"it would take to arrive there from the side transducers.\"]},{\"cell_type\":\"code\",\"execution_count\":17,\"id\":\"1f56eeb5\",\"metadata\":{},\"outputs\":[{\"name\":\"stdout\",\"output_type\":\"stream\",\"text\":[\"P-wave focus point: (0.005, -0.02)\\n\",\"P-wave arrival time: 3.575 μs\\n\",\"S-wave arrival time: 6.010 μs\\n\"]},{\"data\":{\"image/png\":\"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\",\"text/plain\":[\"<Figure size 1200x400 with 5 Axes>\"]},\"metadata\":{},\"output_type\":\"display_data\"}],\"source\":[\"# Print arrival time information\\n\",\"print(f\\\"P-wave focus point: {SPHERICAL_FOCUS_POINT}\\\")\\n\",\"print(f\\\"P-wave arrival time: {FOCUS_TIME_P_S*1e6:.3f} μs\\\")\\n\",\"print(f\\\"S-wave arrival time: {ARRIVAL_TIME_S_S*1e6:.3f} μs\\\")\\n\",\"\\n\",\"times_s_wave_spherical = [\\n\",\"    FOCUS_TIME_P_S,\\n\",\"    0.5 * (FOCUS_TIME_P_S + ARRIVAL_TIME_S_S),\\n\",\"    ARRIVAL_TIME_S_S,\\n\",\"]\\n\",\"\\n\",\"# Create plot for spherical beamforming at P-wave and S-wave arrival times\\n\",\"fig, axes = plt.subplots(1, 3, figsize=(12, 4))\\n\",\"fig.suptitle(\\n\",\"    \\\"Spherical Beamforming: Wave Arrivals at Focus Point\\\", fontsize=14\\n\",\")\\n\",\"\\n\",\"for idx, time_val_s in enumerate(times_s_wave_spherical):\\n\",\"    # Select nearest time index for this absolute time\\n\",\"    time_idx = int(np.abs(p_wave_spherical.t.values - time_val_s).argmin())\\n\",\"    time_val = float(p_wave_spherical.t[time_idx].values) * 1e6\\n\",\"\\n\",\"    ax = axes[idx]\\n\",\"\\n\",\"    p_rgb = wavefield_to_rgb(\\n\",\"        p_wave_spherical.isel(t=time_idx).T.values,\\n\",\"        p_wave_cmap,\\n\",\"        -p_wave_spherical.max() / clipping_ratio,\\n\",\"        p_wave_spherical.max() / clipping_ratio,\\n\",\"    )\\n\",\"\\n\",\"    s_rgb = wavefield_to_rgb(\\n\",\"        s_wave_spherical.isel(t=time_idx).T.values,\\n\",\"        s_wave_cmap,\\n\",\"        -s_wave_spherical.max() / clipping_ratio,\\n\",\"        s_wave_spherical.max() / clipping_ratio,\\n\",\"    )\\n\",\"\\n\",\"    blended = blend_images_multiply(p_rgb, s_rgb)\\n\",\"\\n\",\"    ax.imshow(\\n\",\"        blended,\\n\",\"        extent=[x[0], x[-1], y[0], y[-1]],\\n\",\"        origin=\\\"lower\\\",\\n\",\"        aspect=\\\"auto\\\",\\n\",\"        interpolation=\\\"bilinear\\\",\\n\",\"    )\\n\",\"\\n\",\"    # Draw circle around P-wave focus point\\n\",\"    focus_circle = plt.Circle(\\n\",\"        SPHERICAL_FOCUS_POINT,\\n\",\"        radius=0.006,\\n\",\"        fill=False,\\n\",\"        edgecolor=\\\"black\\\",\\n\",\"        linestyle=\\\":\\\",\\n\",\"        linewidth=1.5,\\n\",\"        label=\\\"Focus point\\\",\\n\",\"    )\\n\",\"    ax.add_patch(focus_circle)\\n\",\"\\n\",\"    # Add title with time\\n\",\"    if idx == 0:\\n\",\"        ax.set_title(f\\\"P-wave arrival\\\\nt = {time_val:.2f} μs\\\")\\n\",\"    elif idx == 1:\\n\",\"        ax.set_title(f\\\"Between arrivals\\\\nt = {time_val:.2f} μs\\\")\\n\",\"    else:\\n\",\"        ax.set_title(f\\\"S-wave arrival\\\\nt = {time_val:.2f} μs\\\")\\n\",\"\\n\",\"    ax.set_aspect(\\\"equal\\\")\\n\",\"    ax.set_xlabel(\\\"x [m]\\\")\\n\",\"\\n\",\"    # Only label leftmost axis\\n\",\"    if idx == 0:\\n\",\"        ax.set_ylabel(\\\"y [m]\\\")\\n\",\"        ax.legend(loc=\\\"lower left\\\")\\n\",\"    else:\\n\",\"        ax.set_yticklabels([])\\n\",\"\\n\",\"# Add colorbars on the right\\n\",\"fig.subplots_adjust(right=0.88)\\n\",\"\\n\",\"# P-wave colorbar\\n\",\"cax_p = fig.add_axes([0.90, 0.55, 0.02, 0.30])\\n\",\"plt.colorbar(\\n\",\"    plt.cm.ScalarMappable(\\n\",\"        cmap=p_wave_cmap,\\n\",\"        norm=mcolors.Normalize(vmin=-1, vmax=1),\\n\",\"    ),\\n\",\"    cax=cax_p,\\n\",\"    label=\\\"P-wave\\\",\\n\",\")\\n\",\"\\n\",\"# S-wave colorbar\\n\",\"cax_s = fig.add_axes([0.90, 0.15, 0.02, 0.30])\\n\",\"_ = plt.colorbar(\\n\",\"    plt.cm.ScalarMappable(\\n\",\"        cmap=s_wave_cmap,\\n\",\"        norm=mcolors.Normalize(vmin=-1, vmax=1),\\n\",\"    ),\\n\",\"    cax=cax_s,\\n\",\"    label=\\\"S-wave\\\",\\n\",\")\"]}],\"metadata\":{\"jupytext\":{\"cell_metadata_json\":true},\"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\":\"3.11.15\"}},\"nbformat\":4,\"nbformat_minor\":5}","notebook_widget_size_map":"{}","path_to_zip_file":"/2025.1.3/examples/tutorials/sources_and_receivers/phased_arrays/tutorial.zip","zip_file_size":"131.51 kB"}},"pageContext":{"slug":"/2025.1.3/examples/tutorials/sources_and_receivers/phased_arrays/tutorial","pagePath":"2025.1.3/examples/tutorials/sources_and_receivers/phased_arrays/tutorial"}},
    "staticQueryHashes": ["1756726491","1865182279","3419370438","3597190305","4112489441","519097329"]}