{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "*Given a general layout (perhaps one of several candidates at this stage) and some idea of the maximum take-off weight, the next major step of the conceptual design process is the constraint analysis, which will yield the required wing area and thrust - effectively giving 'scale' to the concept.*\n", "\n", "*The constraint analysis establishes the boundaries of the feasible part of the thrust to weight ratio (T/W) versus wing loading (W/S) space. Each element of the mission of the aircraft 'bites out' a chunk from this space and the aeroplane we progress to the subsequent stages of the design process will have to 'live' in the remaining subspace - generally at the lowest thrust/smallest wing point of the remaining feasible chunk.*\n", "\n", "*This notebook is designed to walk the reader through ADRpy's constraint analysis capabilities in the context of an example, that of a single piston engine, propeller driven aircraft.*" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from ADRpy import unitconversions as co\n", "from ADRpy import constraintanalysis as ca\n", "from ADRpy import atmospheres as at" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Constraint Analysis in ADRpy - a Single Engine Piston Prop Example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us consider the wing and propulsion sizing problem of a single engine piston prop. We base this example broadly on the design brief, geometry and performance figures of the Cirrus SR-22, as presented in [1]." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we set up a dictionary variable containing elements of the design brief. \n", "\n", "Each row refers to a specific constraint: take-off, turn, climb, cruise, service ceiling.\n", "\n", "The dictionary entry ``cruisethrustfact`` defines the throttle setting expected to be used in cruise (1 = full throttle).\n", "\n", "All of the requirements below refer to ISA standard day conditions (see the documentation for the ``Atmosphere`` class for how to instantiate other atmospheres) and we create an ``Atmosphere`` class variable to specify this. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "designbrief = {'rwyelevation_m':0, 'groundrun_m':313, # <- Take-off requirements\n", " 'stloadfactor': 1.5, 'turnalt_m': 1000, 'turnspeed_ktas': 100, # <- Turn requirements\n", " 'climbalt_m': 0, 'climbspeed_kias': 101, 'climbrate_fpm': 1398, # <- Climb requirements\n", " 'cruisealt_m': 3048, 'cruisespeed_ktas': 182, 'cruisethrustfact': 1.0, # <- Cruise requirements\n", " 'servceil_m': 6580, 'secclimbspd_kias': 92, # <- Service ceiling requirements\n", " 'vstallclean_kcas': 69} # <- Required clean stall speed\n", "\n", "designatm = at.Atmosphere()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we specify our current take-off weight estimate. During the design process, as the generative weight model of the aircraft becomes increasingly accurate, this should be updated accordingly (along with all the other dictionaries)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "TOW_kg = 1542.0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Basic design parameters are specified in the ``designdefinition`` dictionary: aspect ratio, leading edge sweep, sweep of the maximum thickness line of the wing, the engine bypass ratio ('-1' indicates 'piston engine', though this input will be deprecated in a future version of ADRpy, to be replaced by the ``designpropulsion`` input).\n", "\n", "Some constraints may not have to be satisfied at MTOW - ``weightfractions`` specifies the weight fraction corresponding to each constraint." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "designdefinition = {'aspectratio':10.12, 'sweep_le_deg':2, 'sweep_mt_deg':0,\n", " 'weightfractions': {'turn': 1.0, 'climb': 1.0, 'cruise': 0.853, 'servceil': 1.0},\n", " 'weight_n': co.kg2n(TOW_kg)}\n", "\n", "designpropulsion = \"piston\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We next define some design performance estimates, e.g., the propeller efficiencies ($\\eta_\\mathrm{prop}$) corresponding to the various constraints, drag and lift coefficients and the wheel rolling resistance coefficient:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "designperformance = {'CDTO': 0.0414, 'CLTO': 0.59, 'CLmaxTO': 1.69, 'CLmaxclean': 1.45, 'mu_R': 0.02,\n", " 'CDminclean': 0.0254,\n", " 'etaprop': {'take-off': 0.65, 'climb': 0.8, 'cruise': 0.85, 'turn': 0.85, 'servceil': 0.8}}\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Everything is now ready for the instantiation of an aircraft concept object, which will serve as the input to the constraint analysis:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "concept = ca.AircraftConcept(designbrief, designdefinition, designperformance, designatm, designpropulsion)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the constraint diagram - the quickest way" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is how to get a quick, clean result: define a range of wing loadings (in Pascal) over which you want to perform the constraint analysis and call ``propulsionsensitivity_monothetic``. The name refers to the sensitivity analysis capabilities of this high level wrapper method, but, for now, we'll just use it to generate the basic constraint diagram:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "wslist_pa = np.arange(700, 1600, 2.5)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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QQbaZH+eskOyS+/eIU6ckb2/H1gUAAACH+emnn0Lc3NzelhQlBq1QdtklJZ8+fbpvQkLCvoJ2INg6k/zPtD15Qq7Xd5bV6krZRzz+d9gFAABAueHm5vZ2lSpVLgkODj7k4uLCMyJRJtntdrN///7IPXv2vC2pc0H7kIaclFmzRtqUIpdXJ8ulTy/p5AlHlwQAAICSFxUcHHyUUIuyzMXFxQoODj6inJkJBe9TgvWgCFmtr5J9xixZgYFyWThfrl06Sbt2ObosAAAAlCwXQi3Kg9x/52fNrwRbJ2Zd0SpnxeQ6dWSSk+R6bQcpMdHRZQEAAABAiSLYOrt69XLCbYvLZPbskev1naQtWxxdFQAAAACUGIJtWVCxomwffSL7rT1kde4s1avn6IoAAAAAFGDevHn+xpiE3bt3s5BvESLYlhUeHrKPnyj7+ImSMTnb9u6RMjMdWxcAAABwEXbu3OnWq1evmjVr1ozy8PBoHBISEtOqVav6s2bNCiyJ/os6iLZt2/Z4WlpaYmho6OnCHjNkyJBq9evXb1QU/ZdV/JWgLDFGcsu9pMeOybX7TVJgoGzvTJMqV3ZoaQAAAMCFSk1N9bjiiisa+vr62kaNGpXepEmTkzabzSxcuND/gQceqNW9e/ckR9eYJyMjw3h5eZ13IS8vLy+rVq1ahQ61KBxGbMuq3bulI4dl1qyW6zXtpORS8zsPAAAAFEr//v1rSdKGDRs29e3b91BsbGxm48aNM0aMGLE/KSkpRZK2bNni0a5du3BfX994X1/f+Pbt24dv27bNPe8ceaOdU6ZMCapZs2aUr69vfNu2bcPzj8CuWbPGu0WLFhF+fn7xPj4+8Q0aNIj88ssv/VNTUz06deoUIUnVqlWLNcYkdOvWLUySmjZt2uC2226r1b9//xpBQUGxl156aUNJevLJJ0MjIiIivb2940NCQmK6d+9e+8CBA655fZ05Ajxp0qRKPj4+8XPmzPGvX79+I29v7/hmzZpF/Prrrx557S+99FLVrVu3ehljEowxCZMmTaokSS+88ELlsLCwKE9Pz8ZBQUGxLVu2rJ+dnV3MV6V0cliwNcZ4G2O2GmOO59vmZox52Rhz0Bhz2BjzjjHGq7DtyCciQrYFi2U1TpBJ/0Ouna5VxqyPtHvfXlliRXgAAACUbnv37nVdvnx5YO/evfcFBgbaz2yvXLmyzWazqXPnzvUOHDjgvmDBgtQFCxak7t27171Lly717Pa/D0lPT/f45JNPKn766afb5syZszklJcXnoYceqp7X3rNnzzohISHZy5cv37RmzZqUxx57bJe3t7c9PDw8a9q0adskad26dRvT0tISp0yZsjPvuNmzZ1eyLEtLlixJfe+997ZLOY+lefHFF3du2LBh47vvvvvb+vXrffv27VvrXJ81KyvLjBs3ruqUKVO2L1269NejR4+69e3bt7Yk9e7d+2C/fv32hoWFZaSlpSWmpaUl9u7d++CyZct8hg8fXnvYsGG7kpKSkufPn7+5Xbt2Ry76B++kHDkVebSkNElV8m0bIekqSdGSsiTNlfS8pEGFbEd+VarI9tlsuQx7WC4fz5LfAwP1550+Sj1yRDVOnZK3t7ejKwQAAAAKlJKS4mlZliIjIzPOts/cuXMDNm/e7J2SkpLUoEGDLEmaOXPmb1FRUdFz5871v/76649Jks1mMx999NGOSpUq2STp9ttv3z9z5sy/7tXbtWuX58CBA/fGx8dnSFJUVNRfC9XkHVOtWrXTVatW/ccU4urVq2e+9dZbf+TfNnLkyH157xs0aJB16tSpP3r06FHPZrNtd3V1VUFsNpt5/fXX02JjYzMladCgQXsGDx4cZrfb5efnZ/n5+dnd3NyUfwrz9u3bPby9vW233HLL4aCgILsktWjR4tR5fqxllkNGbI0xCZKukTTujKa+ksZalpVuWdZ+SU9KussY41rIdpzJy0v2iZO14KqrdVpSbUmnD+zXlV2u0+9//HG+owEAAACHsCzLnG+fjRs3egUHB2fnhVpJioyMzAoODs5OTk7+axSnatWqWXkBVZKqVauWffDgwb+mK/fv33/vgw8+WLt58+YRw4YNq7J+/fpCzQqNiYk5eea2uXPn+l922WX1Q0NDY3x9feNvv/328OzsbLNz5073gs4hSR4eHlZeqJWkGjVqZGdnZ5v9+/efNed07tz5aNWqVbPq1q0b3blz5zqTJ0+udOjQoXJ7q2mJf3BjjJuktyTdp5xR17ztFSTVlLQh3+4/S/KXFHa+9uKt2skZo41XXqWOxuh3SX9KWp/0i5p1aKvvV610dHUAAADAvzRq1CjDGKOUlJT/dOuhMX/nYnd3d+vMtvxTlSdMmLBr/fr1G6+77rrDq1ev9mvatGnkxIkTK52vDx8fn39Mkd68ebPHzTffXD8iIiLjww8/3PbDDz+kvPzyyzskKTMz86xB3dXV9V/1SZLdbj/rMUFBQfaNGzemTJ8+/beaNWtmTZgwoUqDBg2iduzYcdYAXZY5YiryUEnrLctaZoxpnW+7f+7Xw/m2Hc7XlnWe9n8wxvSX1F+SQkNCtSJ5w5m7lIjjp045rO/8Lr28ucxzzykt9WnJlvPHqkoH/9T4G2/Q7HvuUdfrr//HLz/+VlquYVly5ETOr/PSpUtLrM/jx4+XaH8oHlzHsoHr6Py4higJoaGhtpYtWx6dOnVqyPDhw/91n+2BAwdcGzVqlLF//3731NRUj7xR25SUFI/9+/e7R0VFXdC03Ojo6Mzo6Oh9jz/++L7bbrut1vTp04MfeOCBPz09Pe2SdPr0+RcyXrVqlU92drZ5++23d7rlPq3k888/r3AhdRTEw8PDbrPZ/rXd3d1dnTt3Pta5c+djGRkZu4KDg2M//fTTwIcffvjAxfbpbEo02Bpj6km6W1J8Ac3Hcr8GStqT+75Cvrbztf+DZVlTJE2RpIToGKtlVNxF1f5frUjeIEf1faaWUXHK+nieNqb+Kj+d1BxJ9S1Lj772mqbu26/Xnh/PfbcFKE3XsKwI3JQi2e1q3bp1ifW5dOnSEu0PxYPrWDZwHZ0f1xAl5Y033ki78sorG8bFxV3yxBNP7EpISDhpt9vN119/7T9x4sQq6enpSREREaduvfXWuhMnTvxdkgYNGlQrMjLyZKdOnf6VEQpy/Phxc88999Ts3r37ofr162emp6e7r1271i8+Pv6EJNWrVy/LGKPPPvss8Oabbz7i6+trL2gxK0m65JJLMu12u8aMGRN66623Hvr+++/93nzzzZCL/TmEhYVl7d6922PFihU+4eHhWRUqVLDNnj07YOvWrZ5XX331seDgYNvChQv9T5486RoVFXXWe5LLspKeitxSUqikzcaYA5LmSPLNfR8jaaek/AkiXjmhdYdlWYfP1V78pZcN3p5eio+K1rWdu+hD5fwDeF7S/z79RNd0/p92pqc7uEIAAAAgR2RkZNa6des2tWrV6ujIkSNrNGnSpFGHDh0ivvrqqwqTJ09Oc3Fx0dy5c7dWrFgxu2PHjg06duzYIDg4OHvOnDlbXVwKF3Xc3Nx0+PBh1wEDBoRFR0dH3XLLLeEJCQknXn/99Z2SVKdOneyHHnpo1zPPPFO9Ro0asb179z7rCsfNmjU7NWbMmJ2vv/56aFxcXNS0adMqjxkz5qIXtrnzzjsPXXnllUf+97//RVSrVi32rbfeqlixYkXbvHnzKlx77bUNYmJioiZPnlxlwoQJO6655prj5z9j2WMsq+Qe/WKM8ZFUMd+mFpKmSWogab+kYZK6SvqfpGzlBN91lmUNyj1+5LnazyYhOsZavXhJkX6Wwipto32uc3pIkk53/lATXn9Vq58eremWJX9JSZL6VQjSM++8qysvu9yhdZYmpe0algU9PskZsf14cOsS65PRhbKB61g2cB2dH9ewZBljfrIs69KC2hITE3fExsaWu2mnKJ8SExMrx8bGhhXUVqIjtpZlnbQs64+8l3LCrJX7faaksZKWSdooaaukTcoJu3nO145CMsbooXvvV/+ZH6u9v79+Vc4zlBYdPqRXbuqq8a+9opL8owcAAAAA/FcOXQ7asqyllmX55fv+tGVZgyzLCrIsK9CyrD6WZZ0qbDsuXNsrW2v64iW6K6KBPlXODcwBdrseHfOUbup9l44cPeroEgEAAADgnMrtc47wt7q1w7RowSJ9dv0Nai/pvdztcxbO12Ud2uiXlI2OLA8AAAAAzolgC0mSr4+v3nvtTV37zLNyd8959FWUpNk7duiBjh30wScfO7ZAAAAAADgLgi3+YozRfb376tvP56h61aoaJukSSYuzMrVq0H2675GHlZmZ6egyAQAAAOAfCLb4lxaXNtHar5fo/ctb6hVJnsp5IHCz96erQ+dr9fsfF71iOQAAAAAUGYItChRcubLmzvpUuwY/qNslnZTUW9IrvyTqljattXjpdw6uEAAAAAByEGxxVq6urhr96Ajd+N6Hau/np62S4iTNOXpE3W69WU+9ME42m83RZQIAAAAo5wi2OK9r27XX1G++012XROpj5Tw4+JSkpye8qA43d9OuPXscXCEAAACA8oxgi0KpWztMC75aqIW39tD7+bYHrVqpm65qpa+/W+Kw2gAAAIDCql69evTIkSNDL3afojBy5MjQ6tWrR59rn/Xr13vFxcU19PT0bHy+fcszgi0KzdvbW1MmvKx3Xp4sH28fNZI0Q9Liw4c0vUd3PfbMGJ0+fdrRZQIAAKCU27lzp1uvXr1q1qxZM8rDw6NxSEhITKtWrerPmjUr0NG1SdLatWs3DR06dL+j65Ck4cOHV/P29rb/8ssvyWvXrt1U3P0ZYxLefffdoOLup6gRbHHB7rj5Fv2w4Gv51o/Ql5ICJM2SVPuVSep4fSftTE93cIUAAAAorVJTUz0SEhIily5dGjBq1Kj0tWvXbly4cOHma6655vADDzxQy9H1SVK1atVO+/v72x1dhyTt2LHDq3nz5scbNGiQVa1atQJHkTIzM01J11XanDXYGmNc/surJIuH40Q2aKDFCxdr0a236R5JmZLulTThp3W6+epWmvf1IgdXCAAAgNKof//+tSRpw4YNm/r27XsoNjY2s3HjxhkjRozYn5SUlJK335YtWzzatWsX7uvrG+/r6xvfvn378G3btrnntQ8ZMqRa/fr1G02ePLlS9erVo729veNvvPHGsIyMDPPcc88FV6lSJaZChQpxffv2rXHmgqfHjx937dKlSx0fH5/4ypUrx5457fjMqcjGmIQXX3yxcseOHet6e3vH16hRI/q1116rmP+Y7du3u1933XV1AwIC4gICAuJat25dLykpyTP/Po8//nho5cqVY318fOJvuOGGsOPHj7ue62dljElITU31njhxYlVjTMKQIUOqpaamehhjEt58882KzZs3j/Dy8mo8fvz4ypI0ffr0ChEREZEeHh6Nq1SpEjNs2LAqdvvf+bx69erRjzzySNUePXrU9vPziw8NDY154oknQvO3S1Lv3r3rGmMSnGnq87mCaPZ/eGUZYxoXZ8EoPXx8fPTmhIm67NU31MbLS1slxUv69uhRTbmzp4Y+OVJZWVmOLhMAAAClxN69e12XL18e2Lt3732BgYH/GhGtXLmyTZJsNps6d+5c78CBA+4LFixIXbBgQerevXvdu3TpUi9/UEtPT/f48ssvK8yePXvLBx98sG3+/PlB7dq1q7du3Trf+fPnb540adKOadOmhbz//vsV8vczZcqU0IYNG5768ccfU4YNG5b+7LPPVp8+fXoFncMLL7xQrVOnTofXrl2b0qVLl4ODBw8O27Jli4ckHTt2zOWqq65q4OnpaV+8eHHq999//2toaGh2hw4dIo4dO+YiSW+//XbQuHHjqg8bNiz9xx9/TImIiMiYMmXKOe/jTUtLSwwLC8vo16/f3rS0tMRRo0b9tWrr6NGjqw8YMGD/hg0bkrt37354+fLlPr179w6/9tprD69bt27jqFGj/pg8eXLVZ599NuTMzx4VFXXyxx9/TBk0aNCep59+usY333zjK+VMwZak8ePHp6WlpSWWxNTnouJ2jjYj6WlJ2wp5LldJb110RXA6t3btpoTYON3Vr5cGbdqkayVtl7Tgzde1YhTyFu4AACAASURBVPWPmvHmW6pTq7ajywQAAICDpaSkeFqWpcjIyIxz7Td37tyAzZs3e6ekpCQ1aNAgS5Jmzpz5W1RUVPTcuXP9r7/++mOSZLfbzcyZM3dUqlTJ1qRJk4y33nrryOrVq/0XL178i5eXl9W4ceOMV1555cSSJUsC7rrrrsN554+JiTk+bty4PbnvM9etW+c7adKk0DvvvPNwwRVJN95445/33nvvQUmaOHFi+tSpU0MWL17sV79+/YPvvPNOkGVZ+uSTT3a4uOSMHX744YdplStXjps1a1Zg3759D7366quh3bp1+3Po0KEHcvvds3z58oC0tDTPs/VZq1at025ubvLz87PXqlXrtCTtyX0iSd++fff16tXrUN6+Dz74YI0mTZoce+mll3blfa4tW7Z4TZo0qcpjjz22L2+/K6644siIESP2S1JUVNS+KVOmhHz99dcBbdu2PZE31TkoKMiW15+zON/U4XmWZU0vzEvSdOWEYZRDEeHhWjj/a313511qLOnX3O3rNqzXjVdfqZmff+bI8gAAAFAKWJZVqLywceNGr+Dg4Oy8UCtJkZGRWcHBwdnJycneeduqVKmSValSpb/mGQcHB5+uU6dOppeXl5VvW/aBAwf+MaDXtGnTE/m/b968+YmtW7d66xxiYmJO5b13d3dXUFDQ6X379rlL0k8//eSbnp7u6efnF+/j4xPv4+MTHxAQEH/06FHXbdu2eUrStm3bvJo3b348/zmbNGlyXP/RmZ9h69atXs2aNfvH+Vq1anVs37597gcPHvwr90VFRZ3Kv09ISEj2vn37zjXg6RTO9QGqSvqzsCeyLMtmjKkq6cBFVwWn5OXlpcnPvaDPWl6h/kMe0NFjx9Rb0msnTujR++7Wom+/0aTnnleAv7+jSwUAAIADNGrUKMMYo5SUFK//eg5j/s7G7u7u1pltbm5u/9p25j22/4WHh8e/zps3Ldput6thw4YnP/roo9/OPC44OLhYRj4vZHGr8/3M7Ha70w9QnnXE1rKsvZZlXdBFyD3m4v/VwKl1u66z1i5eokvj4tVQkqeklyTd9vmnuuaqVvrxp3UOrhAAAACOEBoaamvZsuXRqVOnhhw5cuRfWeTAgQOuUk4A3r9/v3tqaqpHXltKSorH/v373c8ccfwv1q5d65v/+9WrV/uGh4efc3r0uTRu3PhkWlqaZ5UqVU5HRUVl5n+FhobaJCk8PDxj9erVfueq42LUq1fvX+dftmyZf2hoaHZQUFChQ7Cbm5vljI/wLPQqxsYYT2PMAGPMO8aYr3K/DjDG/Oe/tqDsqls7TMvmfqU/Bw7W9coZ+u8o6cv0PzS287V6ZsL4IvnLGQAAAJzLG2+8kWZZluLi4i6ZOnVqUGJiouf69eu9xo0bFxwdHR0pSV26dDkaERFx6tZbb627bNkyn2XLlvn06NGjbmRk5MlOnTodu9gaEhMT/YYPH14lKSnJc/z48ZU///zzSgMHDtz7X8/Xv3//g5UqVTrdsWPHel999ZXfr7/+6rFgwQK/fv361chbGfnee+/d+9lnn1UaP3585aSkJM/hw4dX+eWXX/zOd+7CeuSRR/auXbvWf8iQIdV++eUXz9dff73im2++GTpw4MA95z/6b9WrV89asmRJwO+//+62f//+c67aXJoUKtgaY6IlbZX0sqS6kk7kfp0oaWtuO/AP7u7uenrE4xr42Wx1CAnREkmhkubb7fJ74Tldc30npe3c6egyAQAAUIIiIyOz1q1bt6lVq1ZHR44cWaNJkyaNOnToEPHVV19VmDx5cpokubi4aO7cuVsrVqyY3bFjxwYdO3ZsEBwcnD1nzpyteYszXYz+/fvvTU5O9m7WrFnk2LFjqw8dOnRX/oWYLpS/v799+fLlv9auXTvz9ttvD4+JiYnq27dvncOHD7vlrfTcr1+/Qw899NCuZ555pnqzZs0ik5OTvfv37/+fw/SZWrZseXLq1Knb5s2bVyEhIaHRU089VeP+++/fPXz48H3nP/pvY8eO3blq1Sr/unXrxsTFxUUWVX3FzViWdf6djPlBOSG4k2VZ+/JtD5U0T1K2ZVmXFVuVFykhOsZavXiJQ/pekbxBLaPiHNJ3QVzn9JAk2brMKNF+Dx46pPseflD15n+lMZJSJDWV5BUQoNeef1E3d7mhROu5EKXtGpYFPT5Jkex2fTy4dYn1uXTpUrVuXXL9oXhwHcsGrqPz4xqWLGPMT5ZlXVpQW2Ji4o7Y2FjWuEG5kJiYWDk2NjasoLbC/rkjTtLT+UOtlHNPrXIeCRR/URWizKsYFKQZb7+rOuNfUhtPT90iKVPSkaNH1efu/uo96D4dPXbRs0oAAAAAlEOFXdZ5s6Sgs7RVUOGfdYtyzBij3j166vKmzXX7vQOkpF8kSe9IqvjJx+q4coWee+V1XdGi1A7+AwAAlFq9e/eumZyc7OOIvqOiok5OnTqVe8zgMIUNtg9IessYc1DSV5ZlWSZnzejrJD0hqV9xFYiyp0G9eloxb4FGPf+cZr46We0lVZbUZNcu3dO1i+bdc5+eeuRReXmxLhkAAEBhJScn+6xdu7bIFiMCnElhpyK/JylY0hxJmcaYPcqZSTo7d/t0Y8zvea/iKRVliYeHh559fKSmfvyZOoSGar6kSpI+lhT3+qtq276NNiQnObhKAAAAAM6gsCO2bxdrFSi3rr6ilRYuXaHBIx7Vl198pvGSbpfUastm9bmmna565FE9fN9Aubo6zUrjAAAADhEVFXWyPPaNC9OtW7ewgwcPun333XdbC/r+TKmpqR4NGzaM/v777ze1atXq5Jnfl2z1Z1eoYGtZ1lPFXQjKr6AKFfTea2/o044dddXDQzT56FE1ldTVZtN9zz6jr775Wu9OelXhYXUcXSoAAECpVd7vcZ00aVKlRx99tNbJkyfXX+y5qlevHt2nT599o0ePLrLH8RQ1R9UYHh6elZaWlli1atXTJdnv+Vz8Q6CAInJjpy76dNlKjW59lR6UNDR3+w9r16rF1VfqrfffU2EeTwUAAACUBjabTadPl6r8d9Hc3NxUq1at0+7u7o4u5R8KFWyNMW7GmMHGmO+MMZvz30/LfbUoSlVDq+iLGbNUf9yLknfOon6+kn48dUp7H3lIXXt0V/ru3Y4tEgAAAP9Z06ZNG9xxxx218m/r1q1b2FVXXVUv/z49evSo1atXr5oBAQFxAQEBcQMGDKhhs9kKPOe8efP8Bw8eHHbq1CkXY0yCMSZhyJAh1SRp//79rl27dg0LCAiI8/LyanzZZZdFrFu37qyrlDZt2rTBrl27PMaMGVMj71xSzoiwj4/PPx5zOm/ePH9jTMLu3bvd8u8za9aswPr16zfy9PRMWL9+vVfe5xszZkxISEhITEBAQNyNN94YduzYsbPmsczMTHPXXXfVDAkJifHw8GhcpUqVmHvvvbf6uWrcs2ePa6dOneqEhobGeHl5Na5Xr16jl19+udJ5LskFSU1N9TDGJCxbtswn/89gzpw5/jExMQ29vb3jo6KiLlmxYsU/VuhevHixb5MmTRp4e3vHh4SExNx22221Dh48WGQDrYU90URJL0g6JOkT5Tyh5cwXUCSMMep/x5366dvv1KJJE3WUFCHpSUmjl36n265ooemzZjJ6CwAAUIbNmTOnkt1u1/fff//rhAkT0mbMmFF5zJgxoQXt27Zt2+OjR4/e6eXlZU9LS0tMS0tLHDVq1B5JuuWWW8LWr1/vO2vWrK3Lli3b5OXlZb/uuusijh8/bgo615dffrk1NDQ0+4EHHtidd64LqTsrK8vl2Wefrfrqq6/u+Pnnn5Pr1auXJUnr1q3z27hxo/fChQs3T5s27bdFixZVGDt2bMjZzjN27NiQhQsXBk2fPv23jRs3Jr///vvbGjRokHGuGk+dOuUSFxd38osvvtjy888/J9999917H3744dpz5szxv5DP8F88/vjjNZ555pn0VatWbapQocLpO+64o47dbpckrVmzxrtLly4R//vf/w6vWbMm5aOPPtq2ceNGnx49eoQVVf+FXTzqZklDLct6uag6Bs6nXp26+u6LL/Xiq5PV9vnnNMVmU7ykJSdOaMwDg3TD7C/0yviJqlGtmqNLBQAAQBELDg7Ofvfdd3e6uLgoPj4+Y/PmzV6vv/566JNPPvmve0q9vLyswMBAmzFGtWrV+mvub1JSkueSJUsqzJ8/P7Vjx47HJemTTz7ZHhYWFj1lypRKQ4YMOXDmuUJDQ22urq6Wv7+/Lf+5Cstms2ny5Mm/X3HFFf9YWMnX19f+wQcfpLm5ualx48YZH3/88aHvv/8+QNKegs6TlpbmUadOnYwOHTocd3FxUf369bPatWt34lw11qlTJ3vMmDF//XwiIyMPLF26NGDGjBkVu3TpcuxCP8uFePLJJ9M7dep0TJJGjhy5q0OHDg23b9/uHh4env3ss8+GXnfddQefeuqpvNoyX3vttbTLL788Mj093a169eoXPV+7sCO2NkmbLrYz4EK5urpq2KAH9NzCxerRsKFeleQhaYykp5Z+p1uuaKF3Z37I6C0AAEAZEx8ff9zF5e+4cvnllx/ft2+f+4VMX/3ll1+8XFxcdPXVV5/I21apUiVbRETEqZSUlLNOR74Yrq6uVosWLf61WnC9evVOubn9Pa5YtWrV7AMHDpx1oLFv375/btq0yadOnTpRt99+e62PPvoo8GxTsfOcPn1aw4YNqxIRERFZoUKFOB8fn/hFixZV+OOPPzwu5jMVxqWXXnoq732tWrWyJWn37t3ukpSUlOQ7e/bsSj4+PvF5rzZt2jSUpE2bNnkWRf+F/UcxSVKfougQ+C/ioqK1ZNG32vfwI2rv4qI0SQmSqp48qf5DHlCn227RzvR0R5cJAACA83BxcbHOHJTIzs4ucFpwcTLmwrp0cXH512BKQXV7eHhY+QNsHnd3938cbIyRZVlnLaJly5Ynt2/f/suTTz6Zbrfbdc8994S1bNky4lzhdtSoUVXeeOONKoMHD94zf/781DVr1qS0a9fucHZ2drEvGuzh4fHX58v72eZNRbbb7erevfuBNWvWpOS91q5dm5KUlJTcvHnzInlk0Fn/QmCMGX3GpubGmCRJ30k6fOb+lmWNLIqCgLPx8PDQEw8NVeI1HXXrwHvVcNMmzc5tW/TdErVu3VKPPTVGvW697YL/QwUAAICSUalSpdN79+79x5K6mzZt8qlRo0Zm/m3r16/3s9vtyhu1XbVqlW9wcHB2xYoV7QWd18PDw7Lb7f/4P4ExMTEZdrtdS5Ys8c2binzw4EGXzZs3e/fs2fPPs9Xo7u5u2Wy2f5wrJCQkOyMjw+XgwYMueTX8/PPP3hfw0S9YUFCQvVevXod69ep1aMmSJX+2adOm4caNGz1jYmIyC6rxhx9+8GvTps3h++6776CUEyh/++03r4CAgHMP9RazqKiok6mpqd5RUVGZ59/7vzlXcr/9jJddkp+kTgW09SyuAoEzxTaK0reLvlWtocOU99eweEkbjx/XjoceVOfuN+r3P/5wbJEAAAAoUOvWrY8uW7Ys8MMPPwxMTEz07Nu3b409e/b869kx+/fvd+/Tp0/NxMREz3fffTfotddeq3L33Xef9Zmt4eHhmZmZmeaLL74I2L17t9uxY8dcoqOjM3ODXu2FCxf6rVmzxvvGG2+s6+vra+/Xr99Zg2316tUzV61a5bd9+3b3vBWPr7zyyhPe3t72wYMH10hOTvacNm1ahalTp5518aeL9eSTT4a++eabFX/++Wev5ORkz/fff7+in5+frU6dOtlnqzE8PDxj5cqVAYsWLfJbv36915133lkrPT292Kchn89jjz22JykpyadHjx61Vq5c6Z2cnOw5c+bMwB49etQuqj7OGmwty6pzAa+6RVUQUBju7u56fMjD+nHhYsVFRaujcv7qMlbSs8uX6a5Wl+n1aVP/mv4AAACA0mHQoEF/3nTTTQfuv//+sNatWzf09/e3t2/f/l8zQrt06fKnzWYzLVu2vGTw4MG1b7nllgMjR448a7Bt167diR49euzv3bt3nWrVqsWOGjWqiiTNnDlzR1xc3Imbb765XqtWrS7JyMhwmTdv3mY/P7+zLtIyevToXbt27fJo2LBhdLVq1WKlnAWbpkyZsn358uUBl156aaO33347+LHHHiu2e+H8/f1tL7/8cugVV1xxSfPmzSOTk5N9Pv/88y3+/v72s9U4duzY3bGxsSe6du1av02bNg18fX3tXbp0OVhcNRZWs2bNTi1atCh1586dnh06dGjYpEmTyFGjRlUPCQnJLqo+THlYdCchOsZavXiJQ/pekbxBLaPiHNJ3QVzn9JAk2brMcHAlRSc7O1vPT56kHya8oNdsNtVVzmpn4yUtbJygl1+apEsiIv7z+UvbNSwLenySItnt+nhw6xLrc+nSpWrduuT6Q/HgOpYNXEfnxzUsWcaYnyzLurSgtsTExB2xsbH/WtnX2TVt2rRBw4YNT7333nu/O7oWlB6JiYmVY2NjwwpqO+uIrTHmDmPMBT3MN/eYoAusD7go7u7uemzIQxr79bfq2ShK43O3PyJpys8/qW+bK/XMhPHKyspyZJkAAAAAism57rF9V1KhpxgbY1xzj6lzsUUB/0VMZCN9u+BrZT32hFp7eChJUoik9NOn9eQLz6lp+zb68ad1ji4TAAAAQBE766rIkoykp4wxhZ3awDK0cDh3d3cNvX+Qbrj2Og186EEd/GGV8m582JT6q0Zd11GRffpp9KMj5O/n59BaAQAAULA1a9akOroGOJdzjdguk+QtqWYhXzVyjzlWjPUChVKvTl3N/2y27p4wURUCAyVJ90v6VlLLd95Suysu04JvFzu0RgAAAABF46wjtpZltS7BOoAiZ4xRr1tvU8c2bfXg4yOU8eVcnZDUXVL7Pbv1aM8emnn9DXpxzDMKqRzs6HIBAAAA/EfnGrEFyoQqIaGaOeUddXj3PV1dubLmSwqS9Kak+2d/oZtaNNVb77/Ho4EAAAAAJ0WwRbnR+ZqOmr9ytebcfqdukrRb0mWSlh4/rvcfeUitOl+rxI3JDq4SAAAAwIUi2KJcCQwI0KvPv6j7vpirznXq6hVJ6yStlrT6p3Vq1qGthj45UseOH3dwpQAAAAAKi2CLcqll8xb6fulyHX50hDp4eipvEnIVm03xb76udi2ba/b8r2RZlkPrBAAAAHB+BFuUWx4eHnp08INa9/0KXXN1G0nS85LukLRk714t7XOXut7eQ7t373ZkmQAAAOVS9erVo0eOHBl6tu//i0mTJlXy8fGJv/jqUNoQbFHu1a0dprkfzNSst6bqpeBgzZEUIOkVSSO//Uav9Omj5ye/rKysLAdXCgAAUHbs3LnTrVevXjVr1qwZ5eHh0TgkJCSmVatW9WfNmhVY0P5r167dNHTo0P0lXSecw1mDrTFmuzHmt8K+SrJooKgZY9T1uk5atHK1lvQboK7GaKekJpKWZ2er8tin1e7qVvpuxXJHlwoAAOD0UlNTPRISEiKXLl0aMGrUqPS1a9duXLhw4eZrrrnm8AMPPFCroGOqVat22t/fn8dYoEDnGrH9MN9rhiR3Sb6Slkn6NPerb+72D4u3TKBkBPj7a/zopzV80TfqGROrcZJsknpLOrZtm9rf1FW39u+jnenpDq4UAADAefXv37+WJG3YsGFT3759D8XGxmY2btw4Y8SIEfuTkpJSCjrmzKnIxpiEcePGBbdp0ybc29s7PiwsLOrLL7/037Ztm3vLli3re3t7xzds2DByxYoVPmeea8aMGYFhYWFRnp6ejZs1axaRkpLiUXyfFiXB7WwNlmU9nvfeGPOUpBRJnS3Lysy33UvSnGKtEHCA+OgYfT1/kd7+4H01e2qkLj11Skm5bZ9+OVdbv/5a3R4cogfvvleenp4OrRUAACC/q+/9PeFsbQNuqJDWvV3AAUmatfho5Te/OFz7bPsuea3WT3nve43edUnantP/Cohn7lcYe/fudV2+fHngI488kh4YGPivEdjKlSvbCnuu8ePHVx0zZswfEydO/GPEiBHV7rrrrrqXXHLJybvvvnt/TEzM7wMHDqzZu3fvsM2bN/8VlrOysszYsWOrTZkyZbuvr6998ODBtbp27VovJSUlxcWFOzWdVWGv3ABJE/OHWkmyLCtD0sTcdqBMcXV11YA779Lj06Yp4+buf23vJOmnzAyFPjdWV7W6TAu+Xey4IgEAAJxMSkqKp2VZioyMzLjYc910001/Dhgw4GB0dHTmyJEjdx88eNCtbdu2R3v27Hk4JiYmc+jQoXu3bNnivXv37r8G9Gw2m5kwYcLv7du3P3H55ZefmjFjxvYtW7Z4z5071/9i64HjnHXE9gzekuqcpS1cEkNWKLMqVqyoqS+/or4979DgEY8qPDlJpyX1k9Tt9981omcPvd2uvZ4f/bTCw872awIAAFAyCjuC2r1dwIG80dvzeXdktU0XV9XfLMsyRXWumJiYU3nvq1evflqSYmNj/9pWrVq1bEnatWuXW9WqVU9LkouLi6688sqTeftERERkBQcHZycnJ3tff/31x4qqNpSswo7YfiRpnDHmfmNMLWOMV+7XgZKey20HyrTLmjTVjwsXq95zL+iKgAB9LamipDckjVz8tfq1ulyjxj2rkydPnudMAAAA5VejRo0yjDFKSUnxuthzeXh4WHnvjcnJy+7u7v/aZrf/c8azi4uLJZQphQ22gyRNU85jPrdLOpH79fnc7YOLoTag1Mmbnjz3h7X6tOcduknSTkkJkpZlZ+vXiRMU3epyfTZvriyL/14CAACcKTQ01NayZcujU6dODTly5Mi/8siBAwdci7N/u92upUuX+uZ9v2XLFo/9+/e7N2rU6KKnRsNxChVsLcvKtCxroKQaktpK6iGpjaQalmXdn3uvLVBuVKpYUa+9MF4PL/xGt8fFa6ykrZIWSvo9/Q/d0q+P2na7XuuTfnFwpQAAwBllZGRo1apVevHFFx1dSrF444030izLUlxc3CVTp04NSkxM9Fy/fr3XuHHjgqOjoyOLs29XV1dryJAhtb755hvfVatWeffs2TMsPDz8VJcuXY4WZ78oXoW9x1aSZFnWQUnfFVMtgNNJiI3V118t1AeffqzWo5/SyT9zblPxl/TcD6v0Qvs28ru1h0Y/OkJVQkLPfTIAAFBu7d27Vz/88INWrlypdatXyPpznZrUOa0ftzq6suIRGRmZtW7duk0jR46sMnLkyBr79u1zr1ChwumGDRuemjx5clpx9u3h4WENGzZsd58+fers3r3bIzY29sTnn3++jRWRnVuhg60xJk7SCOXMuqwhqYVlWT8bY56RtNKyrPnFVCNQqrm4uOiOm29Rl2v+p6deGKfX3n1H/Ww2tZDUQtL3M2eo+xef69ohD2tQvwHy8rro20kAAIATs9vtSklJ0cqVK7Vq1SqlJn6vau5puixCuqG+9HQfydM9Z99Ji6QVqY6tt7jUrl07e/r06TuVc2fXv6Snpyed63vLsv6xSFbVqlVPn7ktPj4+I/+2QYMG/Tlo0KA/Jalnz56HL/IjoBQpVLA1xnSW9JmkxZLeVM6CUXkylHMPLsEW5VpgQIAmjHlG/W6/U8OfGqkBS77VM5KulLQ8I0PvjH1arae9q6FPjVbXazv9tZgBAAAo244fP67Vq1dr1apV+mHVSh3asVKrU48rbzmONaOlJuF/72+3S0k7pZWbpYWJjqkZcDaFHbF9RtIblmUNNMa46Z/BdoOke4u8MsBJXRIRodkffqRFS77VdU88pu6/bdP9ynk80M270nV/vz56pVlzvfjU00qIjXV0uQAAoAhZlqWdO3f+NRq7fs0yeZ9MUov6li6rLw3sKlXwlRo+LKXuzjnm6yTp6KmcIPvDVumIaaCo6Oa6rElTjb8tWgvatHLshwKcQGGDbX1JD+S+P3Op1+OSKhRZRUAZ0eHqNrr6ilZ664P3dMVzY/XE0aO6VtJ+SStW/6gWHdvpju63aMyjI1Q1tIqjywUAAP9Bdna2NmzYoFWrVmnVqlVauXKl0tPTVaOiNPchKWag5HrGrZtpB6SqQTnB1tfHR0v2XKqMmk3VolsT3ds4QRUCA//a136CxwgChVHYYLtLUqSkbwtoi1POo38AnMHd3V339uqjW2/opqcnvKhnpr6tH2w2STl/0a300Uzd/sXnumrQg3rg7rvl6+N7njMCAABHOnjwoH744QetWrVKP65arqy9a5RQO1OX1Zc6V5Y+Ts/Zb8+R/7N35vExXe8ff9/Zs2+C2IlEIhFkT2i1VFFLldqXopbS2rfaivZbtGirRReqWrRVbX/a0tXSEiF2ilhiiYgIsWebyczc3x93Mkk0IVrEct6v17zmzj3PPfc5M8nM/dznnOeBOj4gy7DjuBKNjT8GpzN9qOkfw3M9I3k7PIJ6gXXRaG4rn6tAICiG0v4XfQ68LklSKrDWtk+WJCkGGI9Sz1YgEJSAh7s7c1//H0d692H861NZ+8fv1ANmAyqjka9mz+LpzxbTd/xE+nTtJn7gBAKBQCC4D5BlmaNHj9ojsfHx8eiyE+kcBU/7w6Te4KgvsM/MVaKzFiuYLdDkf2oMXkGENogh5vEIZo+KpLKPT9kNSCB4iCnt1fMbQFXgW5RkUQCbAQdgkSzL79wF3wSCh446tWuz+osV/PHnRqZPmcRbSccYCXQDOmRk8MHYUTz50UJenTqdZ55qLhJMCQQCgUBwD8nJyWHnzp02IRvH+aQ4Ar2v8HcK7LLNT+z/JEx8tuCYw2ch/qgSkT2U7krLZlHEhEcSEx5BeIOGODo6ls1gBIJHjFIJW1mWrUB/SZLeAp4EygGXgI2yLD+kCcgFgrtH8yee5MmNm/h0xXJi35rJiMuX6A2MAfodT2J67x68ExPLrNemEdGgYVm7KxAIBALBQ0laDMR9GgAAIABJREFUWpo9GrsrIQ711d1E1rIQ6wcvtoZyLordOz8XCNsNB2Hmj4qYvWCuSWBwDDHhEYzsFYW/ry+iFqpAUDbcUthKkmQAPgPmy7K8BTh2170SCB4BNBoNg17oQ/eOz/POhwtotGA+bxhzaQqEAu9vjSe21dN0frY9b0yYRK3qNcrYY4FAIBAIHlwsFgsHDhywTyk+tn8T2/8uKJ96Y8kdgLTLsOUYbD8OBoOBiAYNiQmPIDAikr5Twinn5XWPRyEQCErilsJWluVcSZKeAT65B/4IBI8cLs7OTB07noG9X+D12W/z7pfL2SsXJB8//cNqBqz5iQb9+jNxxCi8PD3L0FuBQCAQCB4Mrl27RkJCAlu2bGHb1i1cT4mnfuVsYv3gjXCo+Qz4joQT5xX7rUmg1diSPB2FpMvlqOobTXR4FMNei2RJUDA6na5sByUQCEqktGts1wDPABvvoi8CwSONT4WKfDjnHQ4NGMSkGW9w5vffUAEfAfUtFn5c9DHPfbmctiNG8XK//mLNjkAgEAgENmRZ5tSpU/Zo7JYtW/j777/xcZdZOghGdwYXh6LHXMsB3wqKsFWpVCzZHUiiKpKY8EimD4mkepWqItfFA8qRI0d0AQEB9f7666/Exx9/XNRLekQorbBdDbwrSVJ54FfgPDfUs5VlecMd9k0geCSpW6cO//f5cjbFb2Hy9Kms3r8PX6Ad0CYri+VvvsHTH39IrzHj6de9B1qttqxdFggEAoHgnmIymdizZ49NyG4hJXETfh4ZNPKHIBk+3K/YXcyExwNAr1UEbH40dl+qA64VI4lpEcXoyZFENAzF1cWlbAf1CJKSkqJ57bXXfNatW+eWnp6uc3d3NwcEBOS8/PLL57t06XL13/br6+trSk5O3ufj42O+k/4K7m9KK2xX2p572R43IgPqO+KRQCAA4PHYRvz16x98+9MPNH3jdXqeSeEloDfQNSODj14dS+z89xn56kS6PtdBJKsQCAQCwUNLRkYG8fHx9mjslZTtNK9ropE/dHsSfDoU2F7NhqGfK/VjjXnQ6m3IVlXBt04MsRGRDHg+gqA6AajV4tK1LDly5IjuscceC3BycrJMnTo1NSIiIttisUi//vqry4gRI6p16dLl7xuPyc3NlQwGg1xcf4XRaDRUq1ZNiNpHjNIK25p31QuBQFAskiTRqV17nm35DB9/sZTo2W8z4tpVeqKUCJp0JoUXXhnM7AUf8Pr4CbR5uoWYNiUQCASCBxqr1crhw4ftQvbQnr8orzrB8XQ4lKrYDH4K3ulZcEzG9YKSO9tPqokOa0BUWCSxEZFEh4fjU6Fi2QxGUCIDBw6sBrB3795ENzc3a/7+0NDQ3IEDB14CkCQpbMaMGac3btzounnzZtdevXpdaNeu3dW2bdv6nz171h6RvXHq8Y2vjUajNGjQoCo///yzx5UrVzSenp7mDh06XFy4cGEqKIJ55MiRlb7//nuva9euqX19fXOnT5+e2rFjx2tl8d4I/h2lLfeTfLcdEQgEJaPT6RjafyAvdOnGex9/SMzC+VTIySHT1n488RAb+vTivdAwXps0hSaxjcrUX4FAIBAISkt2djbbt29XhOyWOC6e3EJwxWvE+sGrQeD/lGI360eYYJtDuOEgLNqoiNlD6e5UqBFFbEQUrfpHMDmkPg4ODiWfUFDmpKenqzdv3uw2bty41MKiNp9y5cpZ8rdnz55dafLkyanvvfdeikqlIikpSX+755sxY0b5X3/91ePzzz8/Ubt2bdOpU6e0hw4dMuS3d+7cuUZycrJ+6dKlJ6pXr25avXq1W9euXWtv2rQpMSYmJuffj1RwLylR2EqSVAtIkWU5z7Z9U2RZPnFHPRMIBP/A1cWF18aMY3Cffrw9/330S5dgNBoZBswCTu/exbSO7Zn9+ONMmzCF8AYNytplgUAgEAiKcObMGXs0dmfCJhJ2/o3ZrMwa3TIVYnsUtc82KuV2ktKV13X96xAdHoEqOJKxfSLxq1VLzFa6kS+lsBLbGs5OJnBMBgCJc8qxZ2z1Em27y7vs22uCArl2qPjMlYXtSsGhQ4f0sixTt27d3FvZtm3b9tKoUaMy8l//G2GbnJysq1mzZm6LFi0yVSoVfn5+pubNm2cBHDx4UL9mzRrPI0eO/O3n52cCqFu37oUNGza4LliwwDsmJub07Z5PUDbcLGKbBEQD223bJc1nlxBrbAWCe4p3uXLMnvY6wwYM4s1357L3qxXss1qpDywBEjdtYtqm5lieac3U8RMJ9Pcva5cFAoFA8AhiNpvZv3+/fW3siQObqOF8llg/6OkPc4ZArZGQclGxP3AGqpUrSPK065QevXcoUWHRPNs/gpkfRuDh7l62gxL8Z2RZLvWdiPDw8P+c1bh///4X27Rp41+zZs3gxx9//Frr1q2vdurU6aparSYhIcFRlmXq168fVPgYk8kkRUdHX/+v5xbcO24mbJ8EDhXaFggE9xlVK1fmoznvcHTwy7z+9kxUP/7AG0AgSsa3v39ey6hffqZCx05MHjWa2jVvOflCIBAIBIJ/zZUrV9i2bZu97E5CQgIu2ize6QFvxUC1tkXtzRYIrlIgbGf9VpF1F6KIiYik2zORzAoKEtn//w2ljaAGjsmwR29vRZuDif/FpcIEBQXlSpJE4enAJeHs7FxkqrJarZZBKfGUj8lkuqlQbty4cfbJkyf3r1692m3dunUugwcPrjFv3rycuLi4oxaLBUmSiIuLS9TpdEUCeU5OTv+YJi24fylR2Mqy/Fdx2wKB4P7D39eX5R8vZs8rwxg5800qbtzAZKAe4CTLrPj2G77+v+/o8XwnJo4YhW8NkQ9OIBAIBP8NWZY5fvx4Qd3YXZtxNycS4wd6CTbYCkFaddApCjRquJIFW5OUiGxCkopsXSANw2NY/pKS6Klq5cplOyjBPaFChQqWxo0bX1uyZEn5CRMmnL9xnW1GRoa68DrbG441A6SkpGgrVapkBtixY0fxU6QL4eHhYe3bt+/lvn37Xt6wYcPFZs2aBRw8eFAfFRWVLcsyqamp2rZt24oI7QNMqZJHSZJ0yzoisiyLOxoCQRnTsF4I33+5krhtW3nhzTeotHMHP9jaLBYLFVZ+zehV3+DduQsTR46mZrWSl9UIBAKBQFCY3Nxcdu/ezZYtW/jxxx+5np5I/YoXifWDof5Q9zHIrzx38Tq89q1ScifHBF3nQ+o1JzwqRREdHkmTHpGMadgQZyfnsh2UoMz46KOPkps0aRLQoEGDwClTppwNCwvLtlqt0u+//+7y3nvvVUxLS/tHuR+AoKAgY8WKFU1TpkypNGfOnDNJSUn6t956y+dm55o2bVoFHx+fvIiIiGydTicvW7bM09nZ2VKzZs08FxcXa7t27S4NGjSoRkZGxpmoqKisjIwMzbp161x8fX2NL7zwwpW78w4I7jSlLfdjpuQ1tvmINbYCwX1C4+gYfv9xLb9v3MDR2W+xc+8eagEzAI3Vypavv+Llb1ZSrWt3JowYRfWqVcvaZYFAIBDcZ6SnpxdK8hSHfHEnKRlmTpxX2oe1gHm9C+yNebAzqWB9rH+tGkSGRRETHklsZCSBfv6i5rrATt26dU07d+5MfO211yq+9tprVc6fP691d3c3BwQE5HzwwQclVmTR6/XyF198cWLo0KHVIyMjgwICArKnT5+e2q1bt9olHePi4mKZN29eheTkZIMkSQQGBmZ///33x1xcXKwA33zzzakJEyb4TJkypUp6errWzc3NEhISktW8eXMRwX2AkArPTy/RSJL68E9h6wE0B4KBN2RZXnzHvbtDhNULkRP+2FAm5447sJfGwfdPZlr1D90BsDz7ZRl78uBwv32Gt4ssy/yy/g/eemsmsQcOMB4oZ2v7C5iuVlO7e09eHTaCalWq3BOfuq86BFYr3wx/4p6cD+DPP//kiSfu3fkEdwfxOT4ciM/x/sNqtXLo0CH72tjDe/+iki6ZWD9o5A9hNUGvhTf+T4nEAtSvDlOfU4TsjlMaJNcGhIdGExMeQUxEBOXLeZftoB4SrFnZ6GtX3yXLcnhx7fv27TtVv3790q2TFQgecPbt21eufv36NYprK20d26UlNL0nSdL7QP1/55pAILjbSJLEM089TatmzVn7x+88O2sGTRIPMQZoAmywWPh92ecEf7WC3j168eqwEVSpVKms3RYIBALBXSQzM5OEhATi4+PZGr+F+K3buHr1KgC/vQpPtyhqb7XC3ymQYYtfebi7U7NuI465RvDs4Eim1wtBr7/tKiwCgUBwxyjtVOSb8SOwChh6B/oSCAR3CUmSaPN0C1o3f5off/2Ftm/P5KnDhxkFXAZyzGY+/vwzPvtyOS/26MnYV4aLJB4CgUDwECDLMikpKfZo7O7tm3DM/pvo2jKN/GFoBwjcBldt9mcvQ2YuJNimFW9NgqtSHYLrRRPbOpLD0yI4e/0Kj9VrWKbjEggEgsLcCWHbFMi8A/0IBIJ7gCRJPNvqGdq2aMkPv/zMM2/P4tTRI/b2x/Py6Lb0M15e9gWVunRj7NBhIouyQCAQPEDk5eWxd+9ee7bi+Ph48q6nMrk99PWH94aC+oalrhG14Kfdyvbk7xxYkRhOVFgksR0jGRIahrubWxH7tAN779FoBAKBoHSUNivyF8Xs1qGUywwGXruTTgkEgruPSqXiudZteLbVM/zfz2t4Y85sDh45zFDgMeAxi4VtXy5n7FcrcHmuI68OH0mgv39Zuy0QCASCG7h06RJbt24lPj6ebfGbMaVvJ7SaEY0aVv2s2DgbYEhzRdCaLbDjuC3J0zE4nelDTf8Y5j0fSUx4BPUC66LR3InYh0AgENw7SvutVVzKVCOwA5gky/Ka0p5QkqSFQFvADbiOMo15nCzLJkmSNMBcoBegAr4DXpZlOdd27E3bBQLB7aNSqejYph3PPdOG79b8yP/mvM2WY8cYA0QDP8oyu7//lmnff4uqdRvGjxhFg+B6Ze22QCAQPJLIsszRo0ft0dgDuzfjJR8l1g+a+8Ok3uBoW+p67gq8YxO2mbkweAkcv6DC5BBMw/rRxD4eyexRkVT2uWmlFIFAIHggKG3yqCfv4DnnA2NlWc6SJKkcirCdCEyzPT8J1ANMKOt33waG2Y69VbtAIPiXqFQqOrVrT8c27fjx11949p05RB88wFggFOUu0vC1a4hYu4bWzZ/m1eEjiQ4rNkGjQCAQCO4Q2dnZ7Ny501Z2Zwvnk+JIOXeFs5eV9jGtYXb3osccOVsQjS3n6UZkaCSxEUo0NrxBQxwdHe/9QAQCgeAuc8/nmciyfKjQSwmwAn621/1RorepAJIkTQNWSZI0UpZlSynaBQLBf0SlUtH+mdY82+oZftuwnm7vziF41y4GA8tsNmv/+J1jf/xOtcaP8erI0TweE4skSWXptkAgEDwUnDlzxl47dtf2zWiu7SOqloVYP3jxGfB2VcrtvPF/iv2mw7D5cIGQPZ9Xk4CgaGIjIhneM5KFtWuL2rECgeCRoLR1bJfcTqeyLPe7RX+vApMBJ+Ai0Ao4hpKcNVCW5cM2O2/gPFDbZldiuyzLx284x0BgIECF8hXCvl6x/HaGcMfIzMnB2cGhTM5dHA32K8uh94a8XsaePDjcb5/hvUaWZfbt38+y5cvZvVdJFqIDjgN5wGxge2AgnXr2JDIiolQCd+ZOEwATou9d1CAzMxNnZ+d7dj7B3UF8jg8H4nNUMJvNJCUlcfDgQfvj/PnzAHw7HNqFgvaGEETaZViwDt5cDTqdjoA6dQgOCiKobl2C6tbF7YYkT3eLR/238V4iW6w0bdlC1LEVCLgDdWxRIqq1gQrAaRQxWR6oBqQDSYVsb6mUZVmeBcySJCkQ6AGkAS625iuFTPO3XVCmHt+s/cZzfAJ8AhBWL0RuHNzgVm7dFeIO7KWszl0c6uPKhcT95NP9zv32GZYFj9VryCs9XmDrzh3MmvcuSev+IBvwBxYC5xMTeW/SJKYEBDBo6Ag6tXv2polH3BIPgdXKE088cY9GAH/++ec9PZ/g7iA+x4eDR/VzzMjIsCd52r4tjrzzOwitZuQxPxj3HITuLLDNMYFKBXtOKZHY+KNw/LIXlWtFExMRTdyACBoG10On05XJWMRv473DmpVd1i4IBA8EpZ2bMg8l0VO4LMs1ZFmOlGW5BhBh2/++LMuP2R6Pl/bksiwnAvtQZjjaSn5T+Faju+35einaBQLBXSYmPIIfln3J8t/XM+mZ1nQEdqLc5ZoB/Hz4MGkvv0SDqHDmf7qIrOyssnVYIBAIygir1crBgwdZtGgRffv2pU6dOtT19ebgina00s5izQtxbJpk5L1e0DkaqnpBjF/B8RO+UdHkvSAWH38Rt8iPef293Wxen8jKxUsZMeglokLDykzUCgQPMkeOHNFJkhS2adOm+3ax+Y0+3uq1QKG0Eds3gYmyLO8uvFOW5V2SJE1GuaZd9S990AL+sixfkSQpBWgA5BfVbIgiWk/Jsmy5Wfu/PLdAIPgXNKwXwlefLuXgkcO8Ne89MlZ/zzhZ5ingWWDC2VRGTp7I/+bOYUi/FxnS90XKeXmVtdsCgUBw17h+/ToJCQls3bqVrfFbuHxqC/V8MtGoYek6xcbdEV5tV3DM4bNKJDb+GBw854Jn5UheHx9JTEQk4Q0a4OwkpmsLHk7Onj2rGTduXKWNGze6XbhwQevi4mLx9/fPGTdu3Lnnnnvu2t08t6+vryk5OXmfj4+P+W6e579wKx8fhDGUBbdT7qekKcYyULk0nUiS5AY8B6wGrqJkN54M/GYzWQxMkCRpM8ryvWnA0kKJoW7VLhAI7iFBdQL4YuFHnBj/Ku9+tJCpX67AYDJhtbUbLl8iaO5snv/gfer37MnIl4ZQo2q1MvVZIBAI/iuyLHPy5El7kqd9OzfjbDxIdG2ZWD8Y1hHcbHGUlIvwoU3YXsmG0SvgSBpcsvpSp24UMeERDO8ZSR2R5EnwCNGuXTvf3Nxc1cKFC08FBgYa09LSNOvXr3e5cOGC+r/0azQaJb1ef9NlkRqNhmrVqt3XgvBWPj4IYygLSvsNugVlTWyR4pWSJIWgRGvjStmPDPQETqBEWlcDPwNDbe0zgE3AQZR1u4nA+ELH36pdIBCUAbWq1+CDmW/z7a59xIwcjYe7skpgJNAFiDMZab/kU4ZER9Br8CAxRVkgEDxQ5ObmEh8fz5w5c+jQ4Tmig72JDfWlV69efPjhhzTxOcBv42Wmd4QWIYqoTc6Ar+Jh9lpwdnTgiUaNmTB8JE90/5IlK46y6ddtLHpnHv269yTQ31+IWsEjQ0ZGhnrXrl3O//vf/848++yz1/39/U1NmjTJfv3119MHDhx4Od8uNzdXGjx4cOUKFSqEODg4NAwODg787rvvXPPb16xZ4yJJUtjKlSvd6tWrF6jVakNnz57tLUlS2Pbt24tkNpszZ045Dw+P+kajUSpuGu+ePXsMTZs2re3i4tLA0dGxYYMGDQIK9zFv3jwvX1/fIL1eH1qjRo3g6dOnl7dYbh5XW7lypVtISEiAwWAIdXd3b9C0adPa2dnZUmnGdqupxje2578XP/zwg0tISEhAfp9xcXFFjn/vvfe8fHx86jk4ODRs2rRp7VmzZnlLkhR2i4/sgaG0EdsXgZ+AvZIkJVOQPKo6isgcUJpOZFm+Bjx1k3YzSk3aYuvS3qpdIBCULd7lyjFt3KuMefkVlny5gq8WzMeafo6XgOZAc6uVnau/p59DBGY3NzZssPLkk0+KUkECgeC+Ii0trVDJnS1waRcRNc3E+kGv5lDheZiwEmb9qNhvPgIJSQVJnlKyfKjpH0N0eAQ920Xw9uKgmybUEwgeJdzc3CyOjo7W1atXuz/99NOZjo6OxUZYO3fuXCM5OVm/dOnSE9WrVzetXr3arWvXrrU3bdqUGBMTk5NvN2XKlMqzZs06ExAQkOvu7m5duXKl19KlSz0jIyNT821Wrlzp1bp168vFRXNPnTqlbdq0aZ3Q0NDMH3/88aiXl5clLi7OyWxWAqJz584tN2vWrEpvv/12SkxMTNbu3bsdhg0bVkOr1coTJ068UJzv3377rWuPHj1qDxkyJO2zzz47ZTabpbVr17paLBYJkEs7tttl8uTJVWbMmHGmSpUqeUOHDq3au3fvmklJSQdVKhXr1q1zGjVqVI0JEyakdunS5fIff/zh8r///a9Us24fFEr1LSvL8mmgviRJrVESRlVAyYa8Q5bltXfRP4FA8ADi7OTMsAGDGNynH9/8sJqWH8zjiaNHGA6EA4FA2tWrNGvWjNDQUEaNGkXnzp3RarVl7LlAIHjUMJvN/P3333YhGx8fz6lTpwCl5M7MAaC74Wrp/FVQ2e7HabVa8pzr8/XZCKKbhDNnVASVfXzu7SAEghuQ9uwvMQo3u5JP8pgK3hkAc9IvlBt7Nq16SbZyw5Bd+dtBiUcCD+Uai40gFra7FVqtlgULFpwcPnx4ja+++so7MDAwOzIyMrNr166XmzZtmgVw8OBB/Zo1azyPHDnyt5+fnwmgbt26FzZs2OC6YMEC75iYmNP5/U2cOPFshw4d7Otyu3TpcnHhwoUV5s+fn6pSqTh27Jhu165dzjNmzDhTnD9z584t7+DgYF27du0Jg8EgA4SEhBjz2+fMmeMzbdq0M3379r0MEBAQYEpKSkr79NNPy5ckbGfMmFGpZcuWl99///2z+fuioqJybndst8u0adNS27Ztex3gtddeO9uiRYuAkydPan19ffPmzZtXvlGjRtfefPPNc/lj3Llzp9PXX39d7t+e737jtm4f2kSsELICgaBUaLVaejzfie4dn+e3Devp8f571NqeQA5wzmaze/du/tezJ/NGj6bDiBEMHDgQT0/PsnRbIBA8xFy+fJlt27YRHx/Ptq1xZJ/dRsMqucT4wRsRELa6wNZsBY0K9iXD1iQlGnskwxOfGlHERETyZ78IwkLqYzAYym5AAsEDSJ8+fa507tx532+//eayZcsWp/Xr17stWrSowvjx41NnzZp1LiEhwVGWZerXrx9U+DiTySRFR0cXqYYSGxtbpB5S3759L02bNq3Kb7/95tyqVavMpUuXelauXNnYvHnzYtdB7d+/3yE8PDwzX9QW5uzZs5pz587pxowZU33s2LH2GwAWi0WS5ZKX8iYmJjr06NGj2NrCtzO22yU8PNwe7a1WrVoeQFpamtbX1zcvKSnJoUWLFoXLphIZGZn1SApbSZIMQD8gDKgCvCLL8jFJkroA+22lewQCgeAfSJJEy2ZP0bLZUyTs3sWgn5O5dumSvf1d4Kn0dFZNmEC7adNo0L8/w4cPx8/Pr+ROBQKB4BbIssyRI0eKRGMvpiYytAU86Qfju4PzDZo02g9+3adsj/0S5sUFUK9eNDHhEUwaEEGt6jXE8gnBfU9pI6hjKnhn5Edvb8XBwDp39Frf0dFRfu65567ZsiCndenSpfrcuXMrTZs2Ld1isSBJEnFxcYk6na6IgnRycrIWfu3i4lLkdeXKlc2NGjW6tmzZMq9WrVplrlq1yrNjx46X+Bfkr6OdPXv26SeeeCLz3/RRXJ+lHdvtUri//O8pq/U/dflAUSphK0lSIPA7YAASUNbJutiaGwFtUZJCCQQCwU2JCg2j7nEHsrOyqCz15MvvviXDmAtAN6Cb0cimBQsYu2ABUtu2jBg9mscff1xcSAoEgluSlZXFjh07iI+PZ2v8FjJObKFu+auoVPDpRsWmnAtMbl9wzLFzBSV39qc64l4pkqljlWzFEQ1DcXVxKf5kAoHgjhIYGJhrsVik7OxsKSoqKluWZVJTU7X5U2tvh27dul0aP358tc2bN184duyYQ79+/Y6XZBsSEpLz3Xffeebm5ko3Rm2rVq1q9vb2zjt+/Lj+lVdeuXgbY8nZuHGj6+jRo/9x0+C/ju3fUrt27Zzdu3c7Fd63Y8cOp5LsH0RKG7H9AKV27LOAETAVatsEzL7DfgkEgoccR4MDH7z+Jq9PmsKiZZ8TvfgTOmdkMAh43PY49tNPdP/pJywNG9rX4ep0ujL2XCAQ3A/IskxKSoo9Ertnx2YMmfuJ9LUS6wcvtQNPWxnYE+dhsU3YZlyHV7+GxLOQbqqOf2A0MeGRDO4aQaCfP2r1f6o2IhAIbsG5c+fU7du39+3du3dGWFhYjpubmyU+Pt5p/vz5FaOjo695enpaPT09je3atbs0aNCgGhkZGWeioqKyMjIyNOvWrXPx9fU1vvDCC1dudo4ePXpcGT16dPUBAwbUCA4Ozi68ZvZGRo0adX7ZsmXebdq0qTVlypQ0Ly8vy5YtW5zq1auXExsbm/Pqq6+enThxYjV3d3dz+/btr5pMJikhIcEpNTVVO3PmzHPF9Tl+/Pi07t271x42bFilF1544ZIsy6xdu9Z11KhRGSEhIf9pbP+W4cOHn2/RokXAlClTKnTu3PnKunXrXH799Vf3u3GusqK0wjYW6CDLcpYkSTd+458HKt5ZtwQCwaOCl6cnrw4fyajBL/PND6tp9eF8IhMTGYGy5uEUkLFnD7169WLKuHEMHDqUQYMGiXW4AsEjhslkYs+ePTYhu4XTiZs5mXKeC7aUMVOeg9efL3pM6qWCTMUODnrCQhoSExFBVHgkw8PC8S730CwtEwgeGNzc3Kzh4eFZCxcurHD69Gl9Xl6eVL58+bz27dtffPPNN9Py7b755ptTEyZM8JkyZUqV9PR0rZubmyUkJCSrefPmt4xyuri4WJ9++unLq1ev9nrjjTdSbmZbs2bNvHXr1h0ePXp0lVatWtWRJAl/f/+cTz755BTAqFGjMpycnKzz5s2rMGPGjCp6vd7q5+eXM2jQoPMl9dmlS5erZrM5acaMGZU++uijik5OTpaGDRtmjR079sJ/Hdu/5amnnsqaO3fuqVmzZlWePXt25djY2GtDhw4999Zbbz1KrFM5AAAgAElEQVQ0mZFvuvDZbiRJ54GhsiyvtAnbPCBcluXdkiT1AmbIslz1Lvv6rwmrFyIn/LGhTM4dd2AvjYMblMm5i0P9Q3cALM9+WcaePDjcb5/hw0D3VYfAYmV521qonIomWJRlmU1b43n/wwWcWfcHu237NSjTRrYDn+j11OnTh1eGDiUoKIjS8Oeff/LEE0/cwVEIygLxOT4clOZzPH/+PFu3biU+Pp4d2+KwZOwkrLqJWH+I9YNKHjBmBcz9WbF/si683a1AyJ64Wp4aftFEh0cSExFJ/bpBYsbHHUT8Nt47rFnZ6GtX3yXLcnhx7fv27TtVv379Uq2TFQgK8+KLL1bdvHmzy9GjRw+VtS+lZd++feXq169fo7i20kZs1wJTJUmKoyCZqSxJkiswClhd4pECgUBwG0iSRJPYRjSJbcTR48f5YPHHfP7119TPzaEaUAvoajSy8+OPeevjj0lv0oSXhg+nbdu2ok6kQPCAYrFYOHjwoF3IxsfHk5SUBMD3I2B6XzDcoEkvXge9rUKYWq3mmrYen5+KICY2gpnDIqla+aEJQggEAsEdYcqUKRVatWp1zdXV1frzzz+7rlixwnvChAnFlkF6ECntVeBYYCNwFNhm2zcP8AfOApPvvGsCgeBRx9/Xlw9mvs20sa+yePkXRC/+hOcuXGAQSj3cL4D0v/7ik7/+YnyVKvR7+WX69+9POTG9UCC4r8nMzOT333+3ldzZwrXT8dSvnE2sP0wKgbBvitobdHDwjBKN3XoMDqW7Ub5aFFFhEazvHUFYgwY4OT5UOVAEAoHgjrN7926nhQsXVszMzFRXrlzZOHHixDOTJ08ucUr1g0aphK0syxmSJIUDvYEngXXAJWA58LksyyUuyBYIBIL/ipenJ+OHjWDkS0NY9eMPPPvJR/j/vZ9hQEOUbMpTz5xhwoQJTJs2je7du/PKK68QGhpaxp4LBAJZljl+/HiRkjvnT//N4KegkR+M6gyuDkWPifKF9QeV7VErYPZGP+oGRxMTEcGYPpH41aolMqULBALBbbJ27doTZe3D3aTU8/Zs4nWR7SEQCAT3HJ1OR4/nO9Hj+U4k7N7F7MWLOPvjahwtFvKzBXgZjQz47DPe++wzTkdHM2jYMDp27FimfgsEjxI5OTns3LlTKbmzNZ60o5sJKHcZSYLPNyk2Pu4wtUPBMSfOF5Tc2ZtiwKlCBJNGRhITHkFkaBge7g9V4k6B4B9kGWVyTTK5eZBrAmOesm3Mk6lguPXxAoHgNoRtSUiS9AQwRpblNv/dHYFAICgdUaFhRC0MI3366yxetox9y5Zy9tw5XgRibI/0bdv4eNs2or29qd+6NXXq1MHHx6eMPRcIHi5SU1Ptkdhd2zejvrqXqFoWYvygX0vw7qzYHTlbIGzTrsBr38KBFDibWwXfOjHERETwYscIggMCRckdwX2DLMtYrKBRKzMELFaZ4+fkIsIzNw9y82SMeRBZW03VcioAth21sPGAmVxTQXuuzV6ngU9eKpiqMOijXM5fLT6ha+eIuz9OgeBh4KbCVpIkD6AlStWNk8BP+dOOJUnqjLL2Ngxl7a1AIBDccyp4l2fSqNGMGzqM1b+sZdGiT+i7cwfDgQbAa8DECxf4aelS+ixbhlfnzgwePJjGjRuLqYwCwW2Sl5fH/v377UL2xIFNJJ06y6VMpf3152HKy0WPOXelIFOxTqclrH4DqtWoQUjL1gwMD6di+Qr3fiCChwaLVRGM+aLRoJXwcFa+269kyew7ZSkiKPOjosY86NlEi4eTYrvsrzy2H7MUEaD5/darrmJ2byVsmmuCVxbnluiPh5NkF7ZnLlrZeMBSrJ3+hitwDycJs0VGr5UwaCn0DFU8rf/1bRIIHglKFLaSJNUHfge8C+3eJ0lSR+BLIALYC3QBvr2bTgoEAsGt0Gq1dGrXnk7t2rP3wN+8v2Qxp7/7lgEmEx2A5wCrxcLzX33FV199RVBQEC+99BK9evXCzc2trN0XCO5LLl68aM9UnLA1DuO57YRWNxLrB2/FQLW2MPwLeP83xT7uCOw5VSBkj13yokqtKGIionh2cATTF4ag1+tFqZhHCLOlQFAqgtEmMk1QzVvC21URgcfSrOxMKiwsC6KhVitM76q39zn281xOnLeSa4K8G3Rj+0gNQ1oqKbRTL1p58ztTib61CdfYhe25K1aOnC1eQJoLncOgA9+KEobCAlSnCFCDVqKyZ8EN04jaajycJXubIf9ZV5DRO58P+pc839ialV1im0AgKOBmEdtZKAmi2gB/A9VQMiHvsLV3kWVZCFqBQHDf0SC4Hp+8M4+Lk6ey9OsvafTpYp4+m8qfhWwqHDyI89ChtB0zBv8ePXhp8GDCw4stESgQPBJYrVYOHz5cJMnTkSNHAPhuBEzuDY76osdcyQIn2z6VSsV5OYhFSRHEREQyfUgE1atUFTMj7lMsVmWKrU6jfD45JpnTF6wYzdgilYqoNJmV7SeCC0TgH/vM/L6nAn8eNmIsFNk0mmUqe6qY0kn5ozBbZJ55M6dEH0a20dEqVBG2h1MtfLYxr0Rbqyyjsv0tZZlkrhfqVhGOimh0KvQ36uEs8Vig2iYk84VlwXb+eAC6NdbSJkxTSHgWREzVqgI7tUriw4E3ZDsrgereKqp7q0plKxAI/js3E7ahwBBZlvOF7FFJkoYAx4G+QtQKBIL7HS9PT0YPeYURgwYz59OPcVi/ETb9CcBQoD3Qx2hk15IlfLhkCYcbNKDPyy/TrVs3nJxE6RDBw01mZibbt29XkjzFb+HyqS0EVbxOrB+MDoCvVxTY6jSKqD18Vim3E38MDqQ541EpkujwSH7vFUlEw4Y4OzmX3YAeEsyWgoilyVywjtPbVYWXiyKwzly0su+U1S4q7dNmbSJ07LM6+w2F2T8YSUqzFomCmsxKpLNVQzUj2+ptfcoM/bTkIheBVVR4OClrnxNTrew77Qb8c5qtLBdEPTVqySYMC0UsdaDXKPvdC33N+vmo6BKrQa8rEKAGXUG0szBvdjOgUimiU6+hxJsnlQqJ7FtRxUsIUIHgQedmwtYbSLlh32nb88G7445AIBDcedRqNY1iYxk/cAhJJ0+wePky3ly+jGPXrtIPJVHAYuDK3r18PmAAj48YQUyfPrz00ksEBweXsfcCwX9HlmVOnDhhn1a8detW0pP30f8JmVg/eOW5oiIDILwWbD6sbI9YBm/+Xos6daOICY9gaPdIAvz8UKkeDTEgyzJWuSByZzLLpF6U7YLSZC68JlMmpo7GLkI3HTKz+0SBCDWaCyKc5VwlpnYuEF5tZ2RjNBfvw5CWWtpHKvNXD52xMm9tyVNsh7cumOp69pLMyfP/TEqkksBaaLezQRGX+dFPnUayb+u1Em6OBeKxWbAalXyGejWqodMowlNvs7sxqv/TBMcS/SxMQGU1AZVLlzQsfw2t4NFmyJAhlTdt2uR64MCBxHt97iVLlnhMnTq18tmzZ/VdunS58OWXX54ubt+99utuUa1ateCePXtmzJgx49yd7HfPnj2G0NDQoO3btx+MiIjIvfH17fZ3q6zIKkmSCv9q2b9xbtiPXPgWnUAgENyn1K5Zi1lTppI7djzfr11Dp6VLqLJzB4NRMikPBy5lZfH6ggUsWLCAxo0b89JLL9GxY0cMBlFzQfBgkF9yRxGyW0hPisPf8xIWK6zYothU9VKSPeVzOsO2NvYY7E7Woy8XyqvDooiJiCAqNBwvT8+yGUwJmMyybZqssl34ubybRAV35TIl9ZKVXcctxdgqInN4a519Ou4HP5tITLVgKhT9zBehTYLUTOigqLZzV2QGfVzyNVfVciq8XGzRzTNWft5dvFq9nltUoKnVoLJgnwKrK7SO08WhwLaql0SrULUiKDVKu952jF4rUfh+w8g2OszWguhmvq1WXTTS6eOhYsGA0n3HBVVTc/naNRoH/efiGoJHEEmSwm7W3qFDh4vffffdqXvkzm1jsVgYNmxYjQEDBqQPHz78gqurq6W4fWXt56PIrb6RtpSwP6GYfSI3v0AgeGAwGAx07/g83Ts+z4HDiSxa9jljv/6KXtnZLC5kVy8ujoy4OJoNGUJ4nz7079+fevXqlZnfAkFxpKSk2KOxe3bEobm2h6haVmL8oG9L8HZV7A6kFAjblIvw5mrYdxpOX69IDf8YosMj6NEmkrfq1kWr1ZZ8whuwWIuKTLVKskcsc/Nk9p20YrQJUZMZEk+7k3o1D2OezFMhGip5Kkps4wEzmw8pCYSKCFGzsh7y3b4Fwqvz3ByyS5g526+plq6NlT6T0qzM/6XktZuDmitTrUGZ4puUVnzJlcJJipz0UN1bKhSpLLwmU8K90NrNxoFqKntKdkFZ+BhHfVFhu2qMAxpVyVNr8wmsoiawSukuu6qJNZ6C+4zk5OR9+dvffvut++jRo6sX3ufk5FT8P+F9QmpqqiYrK0vVunXrqzVq1MgDOH369D/23Slyc3Mlg8FwX78nN2I0GiW9Xn/Pfb6ZsO17z7wQCASCMiQ4IJB5b84ia9IUVq7+Pyp+vpSz+5Xf2FFAbWD4tWtsff993n3/fY6HhdFz0CC6du2Ki4tLmfouePAwm83k5ubaH0ajscjr0u6/cOECSUnHyM1I5HjKRXvJnVldVYxvW3QSVfo1NduTnUk45YZ3zdrUrlUHv9qBmGvU5uX+1WgUopTcOXneym97zGw5I2M0G4tELk1meL2r3h45fPM7IzuSlOim+YY5W7F11EzrokQ3r2XLTPn6RgVaHlCu/QIqq6lkCwYnX7ASd7j4QEfuDTNvnfQSIKPXKJFN5VlZv+npUiAMq3ipaBOmQaexRUFtU2x1haKX+QxpqcOYJ9tt7JFQTUEdUwAvFxWLBpcugVBQVTVBVUsnQrVqMcVW8PBTrVo1+xQGDw8Py4378unfv3+VP/74wz09PV3n5eWV16FDh0uzZ88+W5LIO3TokK5ly5b+jRo1ur58+fJktVrNL7/84jx58uTKBw8edHJ3dze3aNHi8vvvv5/q5uZW4kzTtLQ0zaBBg6r++eefbnl5eVJYWFjmggULTtevX9/47bffunbq1MkPoHnz5gEAEyZMSJ05c2blwvvWrVt3uFmzZlk39n3y5Eltnz59qickJLh6eXnlTZ48OXXmzJmV8qf5ZmdnS05OTqGzZ89O/vnnn923bt3qMmDAgPT333//7A8//OAyadKkKkePHnVwc3Mzd+zY8dK8efNS8wVk/fr1A6KiojI/+eSTM/nna9OmTS2z2cyvv/56It8mPDw8S6PRyF9//XU5rVYrd+nSJeODDz5IzV9akpycrO3Tp0/1rVu3unp5eeVNmjQp9Vafaf608D59+lx49913fdLS0nRGo3GX0WiUhgwZUvWnn37yyM7OVgcFBWXPnj07pbj35k5QorCVZfnzu3FCgUAguF9xcnSiX/ee9Ovek5179/LJsqX0+vZbepmM9ECZqhwDXNu1ixUDB9Jk+HAadutG//79iY6OFtlfHwCsVmuxgrEkEfnvhKeZXJOF3Oyr5ObmkJubi1XtiVVyIs8igaRFpdGjUiuPvJwMLqVsAkCtdaZ66GBUaoO9vcDWi3P738XfaR8xftA5rBoRj2Xipb/E3MMT+fHcC6g1Bq54rOfw1bf5Y9thtiZB0kVPXB7fgKzxAA8Ibqm8FylAymmoWkNDI9v7k35F5vuEEhZ5omTOzRe2JjP2iKlEvqhURKZLIc3nqJcI91Wh10p2cXnxagY1K3qj04CPR8H/TZO6GmpVUKHXSPb+8o8z6Ir6smJE6YSlb0UVw1rrbm0IIoOtQHAf4ebmZvn0009PVq1aNW/Xrl0OI0aMqO7o6Gh56623/rHOMyEhwaFNmzZ+nTt3vrhgwYJUgM2bNzt26NDBb9KkSamff/75qXPnzmlGjBhRrXfv3tV/+OGHkyWdt1OnTjXT09N1q1atSnJ1dbWMGzeuSuvWrf2PHTt2oE2bNtfj4uIONW7cuO7XX3+dFBMTk+Xt7W1p3br11cL7KlSoUOwdui5dutTKzs5W/fLLL4e1Wi0jR46seuHChX9Mj5k1a1bl11577cz8+fNPazQajhw5ouvcubNf165dLyxbtuzkgQMHDMOGDauu1WrlDz744JbCszDffPON1+DBg9Pj4uIS4+LinF555ZWaUVFRWb17975i87HmlStXNGvXrj2i0+nkESNGFOvjjZw4ccKwZs0a91WrViWp1WrUajUDBw6stn79erdFixadrFmzpmnGjBkV27dv73f06NEDPj4+Jf/Y/EvE4giBQCAohvAGDQhv8B5Xp77O1//3Pc8s/xy/AwcYCMQCg4FfcnJYsmQJS5YsoW7duvTv359evXpRrly5Mvb+/sFisWAymTAajf94FLf/VrZJSUl8//33xdrnGo0YjRZyTRZMeVZysi6Tm32N3NxcLJIzaL2xyipUah2SWmcTizqQZdKPrbb7XK3BILQO5W4QlXpUalcunPiZc0eUogBuPpEEPDlbsXHTo/JS7PQqDXrg4BfRGLPSAAhuMRXvWi2LfY8unv7TLmxVai3VQ18p1u7toB7U77ofrT34p+QluZLniYNOhVqjTNPddvFxdl0Ko1fUVqa/HE6NqtWY/JWRa9nYI5VajSIWdRqoVaFAzFX3lhjYXGuPZtqjnGpFaBaeYjv2WUUs6jT/XK9ZGGeDxIweRdduxh24QOPgyv+wrVlBRc0KQlwKBP+Zm61jnT07mTFjMgCYM6ccY8dWL9FWlnfZt4OCAjl0qPhsYIXt7hBz585Ny9+uU6eOKSkp6dyyZcu8bxS2v/32m3Pnzp1rjxgxIm369Onp+ftnzpxZ8fnnn784efLk8wDBwcHGefPmnX7qqacCLl26lOzp6fmPqO327dsdtmzZ4rphw4bEJ598Mhtg1apVJ2rWrBny2WefeQwZMuRSxYoVzQDlypUz50eai9t3I1u3bnXYsWOH85YtWw7FxsbmACxduvRUcDFZKjt27Hhx2LBhF/NfDxgwoErVqlWNn332WYpKpaJhw4a5aWlp2qlTp1aZM2fO2duZ9lu3bt3st99+Ow2gXr16xsWLF3uvW7fOtXfv3lcSEhIcEhISXDZt2pT42GOPZef7GBIScstMmhaLRVq5cuXJfFF/4cIF9TfffFPuo48+OvH8889fA/jyyy+Tq1ev7vruu+965/twJxHCViAQCG6Cm6srg17ow6AX+rDn7/189tUKRn+zkrZZWfxcyG7EoUOoR42i87hxeD/3HP0HDKBZs2b3JGus1WolLy8Pk8l000deXl6pBWap95usmPJkTGYreWbIMyvlSvLMkH0tnexrSnJ9rYMX7pWiUdkFpd62rYjMM/uXYDZeBaBSUC/cKobZxWRhu8wMB46unAyARudKVPc/UTnq7P1qgfzbygd+G8yFFOVTqtbweXyjXy32/cszXi0ibCvV7YGDW/HXedmXj9m3JZUGR7ca/7CRrRYsllwkdcEN7pyrp7h2fh9WixGr2ag827YzLymph3UaCKt2nabmboT6nCWofAaPf9iCXJMZq9nItfIHUbnJ7E2G7SfUHEj3Is1cF42LL/41tIx7ci9RofVxcXID3ICO9vO/2b10SYF8PFQ8H1O6v1lng5ihIBAI7h4ff/yx50cffVQ+JSVFn52drbJYLJJWqy0i4M6cOaNv37693+TJk1MnTZp0vnDb33//7Zienq777rvvvPL3ybJyeGJion779u1OkyZNqprf9ssvvxw5duyYXqvVyk2aNMnO31+xYkWLr69v7qFDh0o3TaQEDhw4YNDpdHJ0dLS9CnNQUJDR3d39H0I4PDy8yFTdo0ePGsLDwzMLX1M8+eST18ePH686cuSILiQkpORaXTdQt27dIsWlK1asmJeRkaEB2L9/v0Gr1cqNGjWyj79evXrF+ngjlStXNhaOVB84cEBvsVho1qxZZv4+vV4vN2jQIDMxMfGuZOMUwlYgEAhKScN6ITSsF0L25Kl8v3YNsV8uZ/O2rbgAvQAD0M9s5uiqVSxdtYqJFSvSsG1b/P39byo2b9xnNJnIM5kx5Vkxma2YLZBnljGbZfIskH3lFMbcLEwmExrHamgcyqNSa5FUOtuzFpVaR17ORTJO/QGApNJRI+wVe5vyXGCbeuALrp7bCUB53zZUrtcHlUqLpNaiUtmEo0GPVZfHthWN7e9JVLc/cXWvWez7dXrvJxzf+iYATh7+BD+9sMT3Nv3YD3Zh6+4TQQW/Z4u1ky0FOTlkqxmdg1eRdkUwmrBaTEDB9Y8xM42r53ZjtRiRLSasVpPdzpKXWaSP0/s+Qa11sgnQ3EJCNJecq8lotVoMej1aUzKn1nVCpwatVkKvUZIJGQw6HHU6nnksBL0+EoNBj0GfjkH/K3qdDoPegMGgR6/XU84xhwaux6ioq4WH6jRqyQzE233ZOK8Fsms4BoMeRzLIdaxAUDNPgsW0d4FAcDNKG0EdMybDHr29FQcP3rOyOmvWrHF5+eWXa44bNy61ZcuW1zw8PCwrVqzwePfddysVtvPy8srz9PQ0r1q1ynPw4MEZhaOwVqtV6t279/kRI0ZcuLF/X19fU2BgoLF58+bXC+87duxYiYWP7+VyI2dn51JXm8n3S6VS2YV7Pnl5eZIkSUV23nhzQJIkLJb/nsTZ0dHxtn2+0zwSwvZaDvy+18zTDQqG+9dBM2qVkqhBqwGNWplKpdNIeLtJuNrXECkXklr1zadaCQSC+4P8epNmi5LQxqAtqD15OUsmK1fGbAGLVcnkWmAn4V9JuRNqscrEJVqwWJU2iwXM1oLjwn0N9OzUmZ6dOvPL1tN8+cdJOu+N55mUHTx3fh/+pmvMAN44l84fixYxFjgABDZ9Fwf3GqhUOptgLBCWaSdXcnLHXADcfaJo2P4bHIDibg8nfNWM7KtnAQiMHUxF/+eKfS+upG0vJGxV1AgfXuL7dvH0Rruw1Tl64+4TUayd1VL0prAlLxOz6bpdJMqWAsFoyi64eW7KPs/542ttbcZCtsp2vqgFSD24nIunN/7DBjkPLNm4ubqi1+nR63SkbmiPTi0pU2u1KhwMepz0egx6A1VCDOgjuipCUq/HoN+IwWBAr9Oht9koorM8hj6fK6LTYLC1FbTrdfmvFTGqVv+LIgBWE2QeRLq6HdTOyJV6KPuzT6LZ9obdTHYKQHYNR3YLR3aLpJqjL9ir65W//fMKBALBA8jmzZudqlSpYixcNzU5OfkfotPBwcG6fv36Y02bNvVr2rSp/4YNG47mi9vg4ODsw4cPOwQHBxcbzXRwcJA9PT2LtIWEhOTm5eVJf/31l2P+VORz586pjx8/bnj55ZfTi+untAQHB+eaTCYpISHBISYmJgeUhFdXrly5pR7z9/fP3bhxo5vVarXPBNu4caOLwWCw+vv7mwA8PT3zzp07Z58qZLFYOHz4sENgYGB2Cd3+g/zxx8fHOzZu3DgblMhraXy8keDgYKNarWb9+vXO/fv3vwxKtuS9e/c6v/DCC+dvdfy/4ZZOSpKkB/oAm2RZvucFkO8EV7Jh9fY8u7CVZZk3vyu5sPmwZ7S0CVf+Ltbvt/DumgJbjQq0tvVEGrXElyMNqGxid8Z3Rs5ctKJWSWjUiu31nMr8uj+XSD817SKUPs9dsbJiUx4atYRGBWqVIqyVZ4lnQtV4uSh/tPtPWUi5KNvb8x+SBK4OEvVrFFxg7T5hQZJALYFKpRRfV54lKrgXFFe3WGVSL1lRSUpfip1kt3ctVCvPbJGRJMVGiPqyQZZlZECWwSqD1ao8O+gKPo9Mm1jLt8kXd7LNztWxoOzGucsyFmt+XwXbFiv4V1LZ+01Ks3LuqhWrlSI2Viu4OkJsHeX/yWKV+X6buUi7xSrbXz9eV41/JeXvdO9JCxsPmjlz0YpshbfWglVtxGJVks9M6VTwm/XOT0bOXJRtolLp02JVBGvTehp6NVH+nxLPWJiwwljIruj79/FLBmqWV8a06A8T6/YXf1eybhUV7/Uz2MbETb8jXB0kapRX/keNah/SKQcNIvimAXxrtRB2ZjOtDn9D7MnfaWnNY7DtOOdygVRyqsg1vbvyT1wIjd7Nvm215mG1mpEteVitJmRrHrLFjNWah2w1IVMwyKyLh7mUsgmrJQ/ZmqeIQWseVmseOVdOFPRpMXFy+1ylX2uezd5kP+7quYKb++dP/EzO5UQ0tu8mrUZCo5KVG3xaifAGDe3iUHfpXfSZevR6HTqdThGcTjp0Wh16H0f0zceh1+nQ6fTo9dfRabXodc7o9Tq7ONXr9Wi1TymvC+3X6bRF9mk0GuIO7KVxcIMSP5v7BtMFpKs7kK7uVMTs9X1IVqXuqewcjCVf2DrUwFJrIrjUR3YNA63bTToVCASCR4M6deoYU1NTdYsXL/aIiYnJ/r//+z+3X375xaM4W1dXV+v69euPNWvWzK9Zs2b+GzZsOOrh4WGdPHlyWrNmzQL69OlTdeDAgRkuLi7W/fv3G3799Ve3ZcuWnS6ur8jIyJzGjRtfGzRoUI358+cnu7i4WMePH1/Fy8vL3Ldv38v/ZUwxMTE5ERERmQMGDKixYMGCZI1GI48ePbqqwWCw3uoae8yYMee/+OKL8v369as6fPjwCwcPHjTMnDmzUv/+/c/nr6994oknrs+cObPyypUr3QICAnLnzp1b4dKlS7clSKOionIiIyOvDxw4sPr8+fNP5yePMhgMpY7G5uPt7W3p3LnzhcmTJ1f18PCw1KhRwzRjxoyKWVlZqhEjRpRulsBtcsvByrJslCTpXaAV8EAKW1cHaF6/YKhWWSm0nmeGPNtaMLNFqVGXZ5FxK5QcAwkcdLZ1Y7bojdkEOYBKku2iFuB0hpUT6TKFp7+BEyfOWynvVjAn/nKmzG97Sw75x/ir8bJVEFn3t5lf9xRv6+ejYsEAtW1MMq8uL+iwDUgAACAASURBVHl6/Yg2Op4JVd6Dy1kyfecXX1heAn57rSAvwNBPczl+Tra3FRbMrRpqGNJSSR5yLM3KhOW59mt1RQgrR0kSzOihp6ZNCHy6zsSfhyyKja1jCcW+VgUVk59XxI3FKjPkk4I+JVufkq3P7o9p7OJqc6KZVfHK9P8bZmEgSf/P3p3HVVnlDxz/nOfCZd8UREEBQUFQQcQlzaXSrEzTbNXKnMbJFm1xGudni9VYOlY2ZctUNjVN22RW1mimlpVaauaCC+4rgvvCvt37nN8fD1xAQbFkEb/v14uX3Oec+9zzcAH5Pt9zvgdm/LF8Kv+Uz4rYf9ys9DaVfdon3o3hva2Aafchk79/UUReYST/WVZw2nmfuMmDiGDrmt5dXMyyLU5XH63Lg8zWoQZPl2574XBqbnupwBV0lgei1r/jBtpd36tfrSrhtfklnPKyrq/vN0+Uv0+PvFdY+r13usFd3Bg30O66pgffqf775I0xnkSHWl/wL1eVVPt9GhdmuL72ADO/rX7LtpZNDWJLJw7tO2oyf42T46VD/34LgNN1TRVtyzSrvaYTuZWPn7qXpaFw3Vyq+L419VWENVGugM1mKOuGkoErUAXrhk+fBJvrRlJZ37IbUREh5YNNaGnjj/3K+7kZ7mTndOXzNTB9TQSeP7zJHtP6/2Dzd3/mg6ydlKD4xLcpX/o1IdvuZo1HldAhPgG7uzt2uw29/g7s7lZwV/avm5s7drs7Sdf1we7eD7vdXtp/Q+m/dtzd3XF3c8du98DunoTdPrPyedzdsXt4lAaYHqcFmGXnqYu1wY2G6YC8TeARDnarcJix9xWM9H9W6qa921jZ2MBLyg8qhY56uC5HK4QQDd6oUaNOLF++3Ocvf/lLRHFxsdG3b9+sRx55JHPy5Mktq+ofEBBwWua2d+/e+fPnz9/6xBNPhPXv378dQMuWLYuGDBlyxgB11qxZu8eMGdPqhhtuaOtwOFRKSkruvHnztp2PvWQ/+eSTXXfeeWfUgAED2gUHB5c88cQTGZMmTfI8W+AYFxdXPGvWrO2PPfZYy+7du4f4+/s7b7nllmMvvPBCZlmfRx555EhaWprX3Xff3dpms+nRo0cf7tu3b7bDcW7Fhz/55JPdd955Z+Q111wT17Rp05KJEydmPv/88y1+y/W+9dZb6ffeey+jR49unZ+fb0tISMifM2fO9tqoiAw1n4q8GugA/Fgbg6htgd5wfffyIh42Q/HYDdVOoa/kmmQ3rkm2vkym1uUBcGmBlIoeu8GDguLK0xtTd+2kXasYmgWU/yHcPMjgoUF2HM7yDFTF6Y4V99/rGGFDURpQO8uzdaauvEWC1tApynC1VexnmpqACjXsbIaiRZCyMmuuvhrTPC2J5MrWmtoK/pxmaRjirLxvocOpyS6gCtbXyKzQ92S+5tDJqn83+JxS1G334ar6WceyKkysOJGr2ZJR9e+EUwOm8hsQp4tvWWFNnkOXvr4HZJ/ev6TCj+TxXE360arPGeBdflwpOHGGnbscFeJIpcoD7rLAv+yGwakxh6+nIsC7cna97HPfCsvzPd0VkSHl2XlbWaa+NHvvUeE3QpvmBjlxZf3K+9gMaB5YPgBDwQ2XuFXqY5QGjIaybsCUSYy08cC18Op6BVrz577g5mV39a3ooUF2ikvAVhqg2gzl+tyvwqyC2DCDzyd4VZr5YFRz5/OP/e38sX/1X/8yNkO5brCcTWyY4ZrCXC6EEZcPBAZSVPQYb5WUYHd3x/3wYdyv6o86cZy/ndzP07kH0Vdehb7lVvTlV4C9ZluSiHpWfAyV/SsqaxVk/YrKXosy83G2exEddgcAOqgXZu5G8O+CDuiKDkgB9yb1PHAhhGhY/vCHP5z4wx/+cNp6YMMwmDlz5v6ZM2fur3i8rMIxwOuvv54BuLa6CQgIMFevXr21Yv9+/frl9evXbzvnoEWLFo6vvvqq2u2AYmJiSvQpa5irOlaV1q1blyxZssQ1nr1797rfd9997m3bti0C8Pb21tWdZ8iQITlDhgypNsno5eWlP/74473A3ur6pKambjn12Ny5c3dVfBwVFVXy448/7qh4bNy4ccc4g1PfizK+vr66NDteZYY8OTm5sOL1nvr4XKlTFxlX2UmpZOBjYBrwDXCYymlJtNbnnKKuKykdE/XKRYvr5bUb2rQ525cjAHAO+eicnlc2tbVi0GwoazsIsALb3MLSb4rSIFhrbWUlsbaIKNt4/mSepqBYuzKWZdNsNdYU7xZBhus1ywLQSv1Kp+Y2DzRcW08cz9UcOnn6t2BZfNMuvHzK9t4jJkUlldvBCh79vXFl1wtLNJnHNWt3bKFzm3blnUr/aRGkXNd/LMckr7D8RK4AVFmVTsumlmutOZF3SpBa4d+yKe5g3Wwoe63GNg18xKdp4DT5YHA0hk/VOwecbw3mZ7G4GLVwAeqTj1GLv0OV3vXRQU1wfvYFxCfU8wAbtjp/H7Uu/0WhNbZV/VC5G07v5tUaM3KcK7AVZ9Zgfh7FbybvYd0x8/LxaBO5Wmvdpar21NTUPUlJSbUytVOcX59//rl/YWGh6ty5c0F6err7xIkTW2ZkZNh37dq10cvL63dnhC8GqampwUlJSVFVtZ1LxhbgX1DlzEiA31BNQ1wolFLYVOmbXMU77WZTBPqc9qwqzxXooyrthXim14xpXrOAromvoolvzb4FI0NqNsXS010RHarIPFJ81n0Vm/oZrunjZ6KUoolvjV6+2qyjuMDZ7ehBg9GDBsOhg6jZn2J8OgsOH4aYNq5uat5cdGIitIqox8FehEpOVs7G5m3G2TMVDHdr2rCbPxhe4J9sFXjyL83G2kPqe+RCCCEauMLCQjVp0qSWGRkZdi8vL7Nz5865H3744W4Jas+Pmga2d1F9QCuEEOK3CG2Ovn8czvvGwuFD5VORs7Mxxt6LKixEX9ID88ab0IOHgL9//Y63scrfibF3hlXoKX/b6e15W8CvIwBm+zfAvakV6AohhBDnYMSIEVkjRozIOntP8VvUKLDVWv+7lschhBAXL6UgtHn545wc9DUDYf581Irl2FYsRz82ET3gKvSNN1vrcd0lsDpnjhxU9mrIWgX2ZujwO63j2olxwFqeoQ0Pq0JxQFfXtjt4VHhvKn4uhBBCiAbjnEpAK6XaA52BVsA7WuuDSqk2wCGtdc6Zny2EEKJGwsMxX38TcnJQX89FfToL9fNPGP/7Cv73FY4VqyAyqr5H2fAV7EWd/Ll0y51VkLcFVTr5SPsl4ywLbL3b4Gw7Be3f2crMGlLESwghhLjQ1CiwVUr5A+8C1wN5gDdWEamDwLNYVbDG19IYhRDi4uTnh75lOPqW4ZCRgfp8NmrnjvKgVmuMO2+HjomYQ4dB27b1Otx65chFZa9F+7ZzrXc10v+Jsf9fri5auaP9Eq21sQEVt9wx0K3+VNcjFkIIIcR5VNOM7ctYmdoeWIWkiiu0fQ38FQlshRCi9oSHo8c9WLnYQdomjEULYdFCjBdfQHfoiHn9MPSQ6yE8vL5GWvu0hoLdVia2rNBTbhoKE2f8DHSL4Va3oMswiw6WbrfTFXwTweZ5lpMLIYQQ4kJU08B2KHCP1nqlUurU0rN7ASnbKYQQdS2uHc7/foqa8znq63mojRuwbdwAk59Gd78E56v/hJZV7mV/YTFLyos1aRPbz51RRZW2NkQrN7RvIhjlgasOuRodcnVdjlQIIYQQ9aSmga0bkFtNWyCVM7hCCCHqgpsbuu9l6L6XwdTnrH1x53yOWrQQtm6BZs3K+65YDh06gm8N95uqL1pDYXppNvYXVNavULAXZ+8toGygDPAMQ5uFpVOKrSJP+HcCW93siSyEEEKIhqemge3PwBhgXoVjZTPiRgI/nMcxCSGEOFeenuiB16IHXgu5ubBlc/n2QXm52IbfAoAeMAA9dBj6in7g4VGPAz5F7iaM3c+jslahig9XatIYkL8LfKw1xM7Ej8DN36omLYQQQpxHc+fO9Rs8eHBsZmZmaosWLRy1+Vpt27ZtP3jw4BMvvvhiZm2+zsXCqGG//wMuU0qtAx7DCmpHKqUWAFeUHhNCCNEQ+PpCl67ljw8dgsREVGEBxldfYrvrTmyJCRgPjkV9uxCK62jSjdZQsA918HOMbY+i9r9dqdk4Mg9VfBjtFoTZtD/O6Ik4O32Os89OV1ALgHuABLVCCHEBy8zMdLv99tsjwsPDO9rt9s5NmzZN6tGjR+wXX3xx3jZsHz9+fFjbtm3bn+vz+vfvn7t3797U0NDQWg1qa+K3XsPFqqb72K5VSnUFJgH3AE5gOLAY6Ka1rmJHeyGEEA1CdAzOL+fC/v2or+ZgfPEZauNG1KxPYNYnlbcP0vr8Bo05qajjS8oLPVXIxuqArjhbjrYe+LSzCj/5dwXvGAlchRCiEbvuuutiCgsLjddff31PfHx80YEDB9y+++47vyNHjpxay6fOeXp66oiIiHoPas+3wsJC5enpqc/e88JV04wtWuutWuvbtNZhWmu71rq51nqEBLVCCHGBaNkSfd9YnIu+x7F0Oc4J/4c57MZKe+LahgzCePgB1HffnlsmV2so2IM6OBsqBK9GxvvYdv4N4+jXlbOxrf8PZ3SFyT7KZlUz9mkjQa0QQjRiR48eta1evdr3mWee2T9kyJCc2NjY4r59++b/7W9/O3T33XefKOsXHh7ecdKkSaEVn9utW7e4kSNHuorWvvfee4GxsbEJnp6enQMCAjp17do1Lj093W3GjBlN//GPf7TYsWOHp1IqRSmVMmPGjKYATz31VGhsbGyCl5dXcrNmzRJvueWWyKNHj7oC6rlz5/oppVIOHDjgBjBjxoym3t7eyV9++aVf27Zt23t5eSV37949dsuWLZU2Pf/oo48C2rdvH+/h4dE5PDy847hx48ILCwtd/6FlZGS49evXL8bT07NzWFhYx5deeqnpmb5OZ7oGpVTKu+++G1Sx/6lfL6VUytSpU0MGDBgQ4+XllfzAAw+El13bl19+6ZeYmNjOy8sruUOHDvHLli1rFEUqarqP7VBgmdb6aC2PRwghRF1o0wb98J8rbx+0cydq1S+oVb/Afz9GBwairxmIHnQduncfcHcv7+vMQ2Wvg6xVqOzVqKzVqJIjVlPCG+jmNwCggwdgKoX274IO6AJe0RK4CiHERSwgIMDp7e1tzpkzJ3DAgAG53t7evymLuG/fPrfRo0dHP/rooxkjRow4kZ2dbSxdutQX4K677jq+ceNGr0WLFgX8+OOPWwGaNGniBDAMQ7/wwgvpcXFxRTt27LA//PDDEaNHj46YM2fO7upeq7i4WE2bNq3FW2+9tdvb21uPGjWq9ejRoyOXLVu2HeCzzz7zv/vuu6OfffbZff3798/dtWuXfdy4cZFFRUXqrbfe2g8wYsSIqIyMDI+vvvpqq4+Pj/nwww9HZGRk2Kt7zTNdQ009//zzYY8//njGSy+9lG4YBjt27PAAePzxx1tOmTJlf8uWLUvGjRvXauTIka137NixyTBqnPNskGpaPOojwEMptR1YVvahtd5RayMTQghRt2JicPz4E2ruVxhffYnaugX18Ufw8UfowACcs+dA+w5glmBbGo8yCyo9Xbs3tYJX9yblx4IHoIMH1PWVCCHERW3mmpSU6tq6hz+4NzF05FGA9Yf+E7wy4+XI6vr+qfPq1WWff5p2Y/zJwt1VZvYq9jsbd3d3Xnvttd0PPvhg1McffxwSHx+f361bt9xbb731xBVXXJFX0/Ps27fP7nA41G233XYiNja2GKBr166FZe2+vr6mm5sbp04rnjRpkmtaUVxcXHFBQcH+ESNGtHE6nbtttqpnQjudTvXPf/5zb1JSUhHAAw88cPDBBx+MMk0TwzCYOnVqi3vvvffggw8+eAygffv2RSdPntw/ZsyY1m+88cb+jRs3eixZsiRgwYIFWwYMGJAH8MEHH+yOj4/vWN31+fr66uquoaYGDx58fPz48a7EZFlg+9RTT2UMHjw4p/TrkXnVVVe12717t3tMTEzJb3mdhqKmgW0A0A24FOgNTAcClVKHgZ+ApVrrl2tniEIIIepMbCz6gTGYo7rBuvmo+YtR3++B41kQHW31MdxhSTN0sEL37osO6W5tueMVJdlYIYQQZzVq1KiTN998c+qCBQv8fvrpJ5/vvvsuYObMmaF//etfM/7+978frMk5LrnkkvwePXpkJycnt+/Vq1f2FVdckX3HHXecCAsLO2MQ+NVXX/n9/e9/b75z506v3Nxcm2malJSUqPT0dPeoqKgqAzu73a7LglqAli1blpSUlKgjR47YQkNDnZs2bfLesGGDz2uvvda8rI/WmsLCQiM9Pd19/fr1XoZh0Ldv3/yy9tjY2OKQkJBaDSS7dOmSX81x153piIiIEoADBw5cHIGt1roEK4D9CXgOQCl1FfAoMAy4HpDAVgghLmDqxDKMbY9B3mZU2STla6wPndcEjCzAGwoK4N+HUQUF4HsUrsyBgR7oy0PAp4HvkyuEEBeBmmZQE0NHHi3L3p7NTQmzN/++UVXm7e2tr7/++uzrr78+Gzhwyy23RE6fPj3sqaeeOuTp6amVUmhdeZayw+Fw3T11c3Nj2bJl2xcvXuwzf/58//fffz/4mWeeCV+4cOHWHj16FJz6egDbtm2z33zzzW1vvfXWI3/7298ymzVr5lixYoX3mDFjoouKiqq9M2uz2SoNRJXexDVNUwFordX48eMzb7vtthOnPjcsLMwVLBqGcV6KN1X1tSkpKTlt/L6+vmZVz7fb7a4nV7iW8zG0elXTjC1KqXZAL6yMbS8gEkgD3gCW1srohBBCnF+ObFTWashejcpahQ7sgY56CABt80PlpaGVG9q3IzqgCzqgK9o/BTxblWdjS0owxz6IMX+uVV35i8/hi8/Rnp7ovpdj/t9EaBdfjxcphBDiQhMfH1/odDpVfn6+8vT01E2aNCk5cOCAq7hDfn6+2rVrl2eHDh1cWUjDMOjfv39e//79855//vkDbdu2bf/hhx826dGjR4bdbjedzspLUn/++WfvkpIS9fbbb6e7uVlh0Oeffx74e8eekJCQv3XrVs8OHToUVdXesWPHAtM0+eGHH3yuvPLKPIDt27fbjxw54l5V/zJVXQNAUFCQIzMz0/Xc9PR0t6NHj57xXBeDmhaPOgz4Aauw1teOA37SWmfV4tiEEEKcB+rI16ijC1HZv0LetvJsLKDNQpylgS2+CTg6zwW/RLB5VX9Cf3/0+D/jHP9n2LsHNf9rjHlzUb+uQi2YjznpyfK+69ZBWAtoFlr9+YQQQlw0Dh48aBs6dGjMyJEjj6akpBQEBAQ4f/75Z59XX321+SWXXJLdpEkTE6B37945//3vf4OHDh2a1bx585Knn366RcUg77vvvvNZsGCB/7XXXpsVFhbmWLlypffBgwftCQkJBQBRUVHFBw4csC9btsw7JiamODAw0BkfH19kmiaTJ08OHT58+Ikff/zR980332z2e6/psccey7zlllvaPPTQQ8W33XbbcTc3N9atW+e1cuVKnzfeeGN/UlJSUe/evbPvv//+yNdff32vt7e3OX78+FYeHh5nTJNWdQ1eXl66Z8+e2W+//XazPn365NpsNj1x4sSWZzvXxaCmGdtcoCkQiLXe1h/wBSSwFUKIhqLkZGmF4l8xw+8ED2upjzq6AOPARwBoZUf7JaIDUsorFZcx3CGw+7m9ZmQU+p77cN5zHxw8iFq2FKJjXM228Q/Cls3QpSvmwEHoa6+FVhFnOKEQQojGLCAgwOzSpUve66+/Hrpv3z6PkpIS1axZs5KhQ4cee/bZZw+U9Zs8efKBffv22YcPHx7j5eVljh8//sChQ4dcVYSDgoKcK1as8P3Xv/7VLCcnx9a8efPihx9+OPO+++47DnDnnXeemDNnTuDAgQNjc3JybC+//PKeBx544NjkyZPTZ8yY0XzatGnhycnJuZMnT97/pz/9Kfr3XNMNN9yQPWvWrB3PPvtsizfffDPUZrMRFRVVOGLECNc07w8//HD3nXfeGTVo0KC4wMBAx4QJEzKPHTt2xixrddfwyiuv7B85cmTU1VdfHde0adOSyZMn79+5c6fn77mGxkCdOj+72o5KtcCaglz2kQhkYGVwl2qt36ytQf5eKR0T9cpFi+vltZdtXEevDp3q5bWrYvtyBADOIR/V80guHA3tPWwMRnyaBk6TDwZHY/jUzdZpje591CbkbUFl/YrK/tX6N3+7q9nZ4W10syEAqONLIXeTFcT6dQTDo27GWFCAcc+fUD/+gCoqn52lOyZiXj0QfeONEFFtMc4qNbr38SIl7+OFT97DumPm5ePRJnK11rpLVe2pqal7kpKSZEtOcVFITU0NTkpKiqqqrcZrbLXWB4BPgU+VUp5Af+AvwAhgONBgA1shhLjgFR+Dwn3gn2w9NguwrboCpcunZWnDA/wS0f5d0V7lN591k97QpHddjxi8vDDf+wByc1GLv0V9PQ/17SLUhvXYNqzHmZCALgtsjx6BgMDKe+UKIYQQQtRQTdfYBmFt9VNWPKozYAd2AO9iZW2FEEKcD6YD8tJQWatLs7GrUAW70e5NcfbabBVxsvmgm/ZHG97WtOKAruDbAYxq93qvP76+6OuGoq8bCoWFqKVLUIsWovv0dXUxHn8U9f1i9BX90Fddg778CggIqMdBCyGEEOJCUtOM7VHAAazDCmJfAJZprY/U1sCEEOKioU1QBgDq0ByMLQ+inJW3ntOGF/jEgiMb3K2Az0z8oM6H+rt5eqKvHIC+ckD5Ma1RmZmo7GzUnC9gzhdoNzd0z0vRA65CX3MthIXV35iFEEII0eDVNLDtD6zQWle5J5QQQogaMksgNw2VvcrKyGb9im5+I2b0XwHQni1Rzny0V5SruJMO6AI+CVZxp8ZIKZxfzYM9u1ELFmAsmA8rV2As+RGW/IgzLw/9gFW52SguBq3Ltx4SQgghhKCGga3W+vuyz5VSNqAZcFhrffrGSkIIIU6j9r2BcWQe5KSizMr3CHVOavkDvyQcvdLAHlLHI2wAolqjx9yDc8w9cPw46rtvUQvmo6+6xtWl1axZ2P70JyuT2/9KdM9e4HWGrYmEEEIIcVGocfEopdS1wFNAEmADnEqpdcCTWuv5tTM8IYS4gJjFkLvJWhOb9Stm28ngYe3fqnI3oLJWAKC9oq1MbNl2Oz7x5ecw3C/OoPZUTZqgb7oZfdPNlQ77p6VZ05b//S78+120pxe6Vy8ryO13JbRsWU8DFkIIIUR9qmnxqNuB/wBzgRnAISAUuAmYq5QaqbX+sNZGKYQQDZGzAHVsYWmRp9WQsx5lFrqadehQdMhAAMzwu9DNhqD9U8DetL5GfMHb8Mwz9DINjEULrArL61NR3y6Cbxdh3ngz5iuvWR1LSqzpym41vn8rhBBCiAtYTf/HfxR4XWs99pTj7yulXgUeAySwFUI0Xs48yE5FOU6gQ661jmkHxsY/oSjfD1x7t0X7W1WKtV+FPR4DUqjZruHijAwDEjthduoEf/krHDqIWvwd6ttF6IHXurqpBfMx/vJn9GWXo/tdaVVZbio3FIQQQojGqqaBbTTwYDVtXwKjz89whBCiAdAm5O+yttrJXo3KWm1tv6OdaHsznMEDS7OBfuiwO9D2UGvLHf/O4B5U36O/uIQ2Rw+/DT38tkqH1dq1qJMny6ssGwZ0TsHs19+qyNy+Qz0NWAghhBC1wahhv/1An2raepe2CyHEhankBJQcdz1U6W/htrIHts3jMDL+jcrdAID27WhNLTaLXH3NdtMxoyegm/aToLYBMZ94EseyFTifmozZuw/YbKhfV2GbNhXbwxXu02oNubn1N1AhhBDVCg8P7zhp0qTQ+h5HbenWrVvcyJEjI6p7LM5NTQPbV4FHlVKvKqUuU0rFK6X6KqVeBiYCr9TeEIUQ4jwyHdZa2P3vYqTdj23FJbgtjUXtf9fVRfsnoe2hmCHX4ox5Ekfylzj77MTZbTFm3PNg86zHCxA1FhODHnMP5qzPcKZtw/n2u5jDR2DeeFN5n23bsMW3xTZsCOqVl2HDejDN+huzEEJcJNLT093+8Ic/tGrVqlUHu93euVmzZol9+vRp+8knnwTU99jOlVIq5d13362Xu9vvvfdeYK9evdoGBQUlKaVS5s6d61cf42gIarrdz0tKqSLgCeA+QAMKOACM1Vq/WXtDFEKI88PYdA/qyHyUmV/puDY8Uc6c8jWwAZfgvHSD7JXamPj6oq8dhL52UKXDatNGME3U8p+xLf8ZpjyDDglB970cffkVVn8Pj3oatBBCNE5bt2619+7du52Pj4/zySefzOjatWu+0+lU33zzjd9DDz0Uccstt2yo7zFeKHJzc43u3bvnDh8+/NjYsWNb1/d46lNNM7Zorf8JhANRQM/Sf1tKUCuEaDCcBXByJWrf6xgb7sL2UycoPlberp0oMx/t1Roz9CacsVNxdFmEs89OzDZPlfdTSoLai4QedgPOTVtxzvwX5ojb0C1aoI4cwZg9C+Ovj1jFqsps3QIOR/0NVgghGom77747AmDdunWbR48efSIpKamoc+fOhY8++uiRDRs2pFX3vGPHjtmGDx8e2aRJkyQfH5/krl27xi1ZssS7rP3gwYO2wYMHtw4NDU309PTs3KZNm/Yvv/xypcqB3bp1i7v99tsjxo4dGx4UFJTUpEmTpLvvvrul0+msdrzHjh2zDR06tHWTJk2SPDw8Ords2bLj3/72t2ZgTZcGuOuuu6KVUilljzdt2uTRr1+/mODg4CQvL6/khISE+I8//vi8Z6Pvv//+49OnTz8wbNiw7Or6rF+/3qNr165xHh4enaOiojp88sknAd7e3skzZsxoVFUVz5qxVUp1ASKBg8BqrfU+YF9tD0wIIWqk6CDGnn9Y2+3kbkLpyoGHyl6DDr4SR1xn5QAAIABJREFUADPmCczYv8t2O6KywED0oOvQg66z1txu3YL64XvIzwd3d6tPQQG2q68Eux3du4+Vzb3sCggPr9+xCyHEBebQoUO2pUuXBkyYMCEjICDgtLUfwcHBVUaYpmkyYMCANn5+fs7PPvtse0hIiHPmzJlNBw4cGLdp06aNkZGRJQUFBUanTp3yJ06ceDAwMND59ddf+z/yyCORUVFRxUOGDMkpO9eXX37Z5I9//OPhH3/8ccsvv/zifc8990SnpKTkjxkz5nhVrz1+/PiwLVu2eH322Wfbw8PDHdu2bfM4fPiwG8CqVas2h4eHJ02fPn3vjTfeeNKtdJu57Oxs46qrrsqeOnVqpre3t/n+++8HjRw5MqZdu3ZpycnJhVW9Tm1wOp0MGzasTUhISMn333+/OT8/3xg/fnyr4uLiRncHv9rAVinVHPgKSMGadgywTyl1k9Z6VV0MTgghXBzZqOw1kLUaDDs6cpx13LBjZLwDgMZA+7a3ttvxT0EHdAHvNuXn8JJ6DOIslIJ28eh28ZWPZ2RAeDhq507UvLkwby4AOjYOffkVmKPvhpYt62HAQghR2V9mp7badjDH++w9z5/Y5n75z9+YlF6TvmlpaR5aaxISEs4puJs7d67f5s2bvQ8fPrzO19dXA7z88suZCxYsCJw5c2aTZ5555lDr1q1LJk+efKjsOQkJCUd/+OEH/48++qhJxcA2Jiam8KWXXsoESExMLHrnnXeyFy9e7FddYJuenu7RsWPH/MsvvzwfIDY2trisLSwszAEQFBTkjIiIcN1d79GjR0GPHj0Kyh5Pmzbt4DfffBP48ccfByUnJx84l2v/PebMmeO/Z88ez0WLFm1r3bp1CcD06dPTBwwY0K6uxlBXzpSxfQ6IAG4H1mJNPZ4GvAvIPglCiNqVvxt1YmnpljtrIG+ba79Y7dkKZ1lg694EZ+w08Im19o11863HQYtGq00bnMtWwL69qO+/R32/GLVsCWrbVtS2rZh3/dHVVS35Ee3vDx0TwWarx0ELIUTDo7X+TZnCVatWeRcWFhrNmjXrVPF4cXGxsWvXLk8Ah8PBY4891vyLL75ocvjwYXtxcbEqKSlR3bp1y6n4nISEhIKKj5s3b15y5MgR9+pe+5577jl85513xsTFxXn37ds3e8iQISevvfbaM5bUz87ONiZMmBC2aNGigCNHjrg7HA5VXFxsnPratS0tLc0zJCSkuCyoBejTp0++YdR4ReoF40yB7WXA/2mtPy59vEUplQGsU0o101ofrvXRCSEuDkWHUNmr0T7twDsaAHV4DrZdU1xdtLKj/RJL94tNsaaMlq6D1S3vqpdhi4tQRCT6zlHoO0dBcTH8ugr16yqIiHR1MSY9jtq6BR0YiL60F7p3X3TfvhAZJWu3hRC1rqaZ0/rSvn37QqUUaWlp57TFgGmaqmnTpiXff//91lPbgoKCnABPPvlk8zfeeKP5lClT9iUnJxf4+/ubEyZMCD969GiloNXNzU1XfKyUQutKhyq5+eabs3v37r3h888/91+8eLH/TTfd1HbgwIEnZs+evae659x7770tf/jhh4Bnn302PT4+vsjHx8e84447WjfGKcANxZkC23Bg8ynHNmNNSw4DJLAVQpw7swicOVCcjW37ixj561CF1v/Bzpgn0JEPAKCDemGGDnNNK8avAxhSnVY0IHY79LwU3fPS8mMOB7pbdygsRO3dU3nacqsIzEcfRw+9vp4GLIQQ9S80NNTZq1ev7HfeeafZxIkTD5+6zvbo0aO2qtbZdunSJX/q1KnuhmHohISE4lPbAZYvX+7br1+/k/fff/9xsNbl7tq1y9Pf37/6ylA11KJFC8f9999//P777z8+c+bMrDFjxkQXFBTs9fLy0m5ubtpxSnHBVatW+d58883HRo0adRIgPz9f7du3zyM6OrrO1tcCJCQkFB45csS+Z88e96ioqBKApUuXepuNcGu7MwW2Cjj1inWFNiGEODOtoSgTPMsL7NhWXIrKucf6/Pj/rG42H7R/Z/AIK39uQFfMgK51Olwhfjc3N8znXrA+37sHtWQJaumPqGVLUen7wLt82Zv6Zj5q1S/oPn2tYNjLq54GLYQQdeuNN97Y27dv33adOnWKf+KJJzJTUlLyTdNUCxcu9HvppZeaHzhw4LTtfoYMGZKdnJycO3To0DbPPPPM/sTExML9+/e7z5s3L+Cqq67Kvvrqq3NjYmIKv/rqqyYLFizwbdasmePFF19slpGRYff39/9d038feuihsJSUlPxOnToVlJSUqDlz5gS1bNmyyMvLSwOEh4cXL1682P+qq67K8fLy0iEhIc7WrVsXzZs3L/CGG244abfb9aRJk1rURrb20KFDtp07d9qPHz/uBrBt2zaPn3/+2dGyZcuSiIgIx9ChQ7OjoqIKR4wYETV9+vT9+fn5xiOPPNLKZrNp1chmEZ2tKvL/lFJV3RH5WilVUvGA1lqqsghxsXPkoLLXQvZqVPZqVNZqVMlRHL13gLtV4V77JYLNGwwfHK3/DiE9wCcOlKxFFI1MZBT6jij0HSPBNGHDBmhbXsxMzfkc48s58PqraA8PdLfuVsXlXr2t9bluNdpqXgghLjgJCQnFv/766+ZJkyY1nzRpUsvDhw+7BwYGOtq1a1fwyiuv7K3qOYZh8O23324fP358+Lhx46KOHz/u1rRpU0eXLl1yR48efQxgypQpB/bu3esxbNiwth4eHubNN998bMiQIce3bdv2u+4cenh4mE8//XR4RkaG3W63606dOuXOmTNnR1n7lClT0idOnNgqOjo6MTQ0tCQjI2PDK6+8kj5q1KioK6+8Ms7f3985ZsyYQ0VFRee0sHX8+PFh//jHP1porVdX1+eTTz4JfPDBB6PKHv/5z3+OBHj44YcPvPjii5k2m43PP/98x1133RXVt2/f+LCwsOKpU6emjxw5MsbT07NRpW1VdfPJlVJPnsuJtNZPn5cR1YKUjol65aLF9fLayzauo1eHTmfvWEdsX44AwDnko3oeyYWjob2HDVLORmxp90HeFleBpzLavSnOTrPAL7H0gJMRs7eC0+SDwdEYPnVTuFHex8ahUb2Py3/G+O5b1JIfURvWV2oyB1yF+d4HpQ9Ma/ZDIypE1ajex4uUvId1x8zLx6NN5GqtdZeq2lNTU/ckJSUdretxido3bNiwqMOHD7svW7Zs+/k87/Lly7169uyZsGTJks29e/fOP5/nrm2pqanBSUlJUVW1VXs7uCEHqkKIelB8GJW1xtovNnsNeMdgxj1ntXk0Q+VtRit3tF9HtH9ntH8XdEAKeEZWLpgjmVkhLD16YvboaX1+7JhVZXnZMtTPy9CdU8r7rf4V28jb0Jf0RF96qZXRjWsnhaiEEKIRM02Tn3/+2X/hwoWnFcs6V//5z38CfX19zYSEhMLt27d7TJgwoVVcXFzBpZdeekEFtWcj85yEENVSR75GHfoclb3GVeCpjC7cV/7A3gxHl4XgEw+2cypyKIQAaNoUPeR69JDSwlLO8jonau0a1MmTqG++hm++BkA3DUb37GlVXR5xO7hXu0uFEEKIC5BhGBw8eHD92XueXXZ2tm3SpEktDx48aPf393d079495/XXX09vbFv+SGArxMVOm5C/3VoPm70GM/xO8OsIgMrZiHH4S6ubzQftlwz+yeVb7lTkn1zXIxei8aow7VjffQ+Oq69B/bQM9dNPqJ+Wog4eRP3vK/TKFThHjnL1VXP/h+7QQbYWEkII4TJ27NhjY8eOPVbf46htEtgKcbHRJuroQteUYpW9FuUs37dce7dBlwa2ZrNr0Z5hVhDrEyvTiIWoLxGR6IhI9PDbrPW2u3ahfloGJcXlAezJkxh3/xGlNTosHN2rF7pHT/QlPSTQFUII0ehJYCtEY+bMh5z1qPxd6LARpQcVxpbxqJIjrm7aI6x0XWwKusll5c/3bY/2bV+nQxZCnIVSEBODjompfDwnG33NQFj+MyozAzXrE5j1CQC6RQuc//o3JHeu+/EKIYQQdUACWyEai7IpxdlrrI+s1ZCXhtJONAbOZteBmy8ohQ67Ha0d5VOKPZrX9+iFEL9XqwjMf/3bqqKctsmatrxiOWrlCtSBA9CqfFc+Y9LjsH8/+pJLrIxu+w6NquqyEEKIi48EtkJcqIoOgVkMXq0Aq9CTbeMfKnXRGGjf9lbwauYDvgCYMY/W9WiFEHXFMKBDR3SHjugx91iB7u7dEBzs6qK+mY9K3wfz5wGg/fysfXQv6YHufyW0i6+v0QshhBC/iQS2QlwIyqYUZ1vb7aisNaii/ZjNb8VMeAXAmkpccUqxf2fwTwKbTz0PXghRrwwDTpm27PzkUyubu2I5asUK1L69qO++he++xSwsxCwLbDMyUHv3oJM7g5dXPQxeCCGEqBkJbIVoaLRp/ausEuzGlkdQBz5AaWflbjYfVx8APMNwXppaV6MUQlzIWkejW0dbxajACmBXrkCtWI55+RWubup/X2J7+km03Q6dkq2sbrfu6C5dISiongYvhBBCnK5xbV4kxIWo+DDqyDcYO5/FWHsDtiVtIKdCgOoeCFqjfdtjht2Bs90/cHRbgrPPTsz4l+tv3EKIxiM8HD3sBsznXoCULuXH/fys7YNKSlC/rMR4dQa2kbfhlhCLbdiQyufQum7HLIQQDdxzzz0XEhQUlFTd46oEBwcnTZkyJaS6x7/F7Nmz/ZVSKVlZWY069pOMrRD1wZGDseUh15TiU6ncjejSfWHNiPsh6mGZUiyEqHP6tjtw3nYHZGWhflnp+iB1HTogsLxjbi623j3QySnobt3QXbtBx0Sw2+tv8EKIBkkplXKm9mHDhh377LPP9tTRcGpk0KBB0Q6Hg2+++WZXXb/2+vXrN/n5+Zm/5xyDBg3K2bt3b2rZeZ577rmQqVOnhp04caJRTfWr08BWKeUBvAr0A0KAA8ArWutXStvdgOnAHVjZ5M+A+7XWhTVpF6JBKatSnLUalb0GnHmY7f9ptdl8UceXoBwn0TYftF8yBFRYG1uxSrG7TPcTQtSzgAD0lQPQVw6wHhcVQdZJV7NatxZ18CBq/rzyglSentb05a7dMP84GkKl+roQAvbu3esKpmbPnh345z//ObLiMR8fn988/aOoqEh5eHg0qukjYWFhjt97Dk9PTx0REfG7z9PQ1XU62g04CAwAAoCbgceVUjeXtj8KXA50BNoCCcBzFZ5/tnYh6lduGsbOZzDWDsO2JAa3lb2wbXkQI/M91OE54Cyw+imF2f4NHN2WWlOKO3+BGfMEOmSgbL0jhGj4PDygWajrob60F46fVuB8aQbmiNvQbdqiCgtRK5ZjvPIymOV/Z6pZ/yV00SLYs1umLwtxEYqIiHCUfQQFBTlPPda0aVPn2rVrPZVSKatWrfIse15+fr5SSqV8/PHHAQBlfd55552grl27xnl4eHR+7bXXmpZN9509e7Z/TExMe29v7+SePXvGbt++/YxTSJ599tlmERERHex2e+egoKCkPn36tAW47777wufNmxe0YMGCIKVUilIq5bvvvvMBGD16dMvIyMgOnp6encPDwzuOGzcuvLCwUJ3Pr1fFqchlX4Pp06cHX3bZZW28vLySW7du3X7BggW+W7dutffs2TPWy8sruX379vG//PKLq+JfxanIs2fP9v/rX/8acfLkSbey63n00UcbxR+fdZqx1VrnAU9UOLROKfUV0AuYBYwGJmitMwCUUk8BnyqlHtZaO2vQLkTdcOaVVileC36J6KBeAKjcLRh7y9e9nlalWLmXtzXtV+fDFkKIWqEURMego2PQtwy3jh07hlr9K6RtghYtXF2NGS8Rv3MnPPccOiQE3aUbuksXdOcUSEwCb+96ugghxIXoySefDJ8yZcr+rl275nt6eupZs2YF5uXl2V566aXQd999d7fNZtOjRo2Kvueee1p99913O6s6x8KFC32eeuqplq+//vruyy67LO/IkSO2BQsW+ANMnTr1wLZt2zxN01T//ve/9wCEhoY6AQICApz/+te/drdq1apk9erVXg899FCkt7e3c9q0aQdr85pfeOGFFs8+++z+GTNmpE+YMCF85MiR0TExMQUPPPDAofj4+MJ777038q677orauHHj5lOfO2jQoJzHHnts/6uvvtpi/fr1GwECAwN/11TnhqJe19gqpdyB3sALSqlAoBWwrkKXNYAfEKWUOnamdqDSN6pS6m7gboDQZqEs21jxaXUnt6Cg3l67Kp3ycgFY14DG1NDlFhSwdt0X+Jek4V+yBT/HNnwce1BYvwMyPa9lm7+1P6yH048w71vJcW9HtlscxbbSfSNzSj8yNtbPRTQwWXnFAPy0YwvKVjcTRxraz6L4beR9vMCEhVofZe+Z1rTq1w+f4GCabNmC/ciRStOX944Ywe4/WPtxu588iVteHgVhYVbgLBoU+VmsO9p5jjHHnPtbcTitbu8QNUvIZ+hr6XX6mqXuu+++Q3fcccfJisdKSkrUO++8szc2Nra4rM/jjz/eqrpz7Nq1y8PX19d56623Zvn5+Zlt27alZ8+eBQABAQGmp6endjgcp03nnT59+oGyz+Pi4op37Nhx8P333w+p7cB2xIgRR++6664TAI8++ujBvn37xj/88MMHbr311iyA8ePHH7zpppvaZmVlGQEBAZW+gTw9PbW/v7+plGp005Pru3jUq1h/7v8HKJvTVPEbs+xzP6D4LO2VaK3fAt4CSOmYqHt16HSehnxulm1cR329dlVsO60ArCGNqUHRGgr2oHLWoUMGg+HGso3r6FL0DipnRXk3ZUP7dED7dya06ZU0C6n49byy7sd9gQnYnAZOk0vbRGP41M3/vQ3tZ1H8NvI+NgIdk633sX0Sjl27UKt/tT7W/ErLa68jvPT9VTPfxDbpcXSTpuiUFCujm9IF3SkZ/E77b1/UMflZrDtmXn59D6FB6969+2lfIF9fX2dZUAsQHh5enJ+fb+Tk5BhVFWK68cYbs55//vkWkZGRHfv06ZM9YMCArNtvv/2kv7//Ge8qvPnmm03eeOONZunp6R75+fmG0+lU7u7utb7GIikpqaDs87CwsBKATp06uY61aNGiBCAjI8MtICCg+PQzNE71FtgqpV4EegBXaK2LlVI5pU0BWOtwAcpKLpblu87ULsS5Kz6Myl5nFXfKXovKXotynADA0fV78OsAgBl8FcozDO2fbE0p9u0ANpkuJ4QQv5lSEBODjolB33zL6e1OJzo4BHX0CGrRQli0EACtFLpHT8zP5pT31VqyukKUqafM6flks9k0gNba9YNdVFRU5Q+5n5/facsR3dzcKgWXhmHNDjPNquPU4OBgZ1paWtrXX3/tt3DhQr/nnnsu7JlnnglftWrV5vDw8CqzmnPnzvW7//77W0+YMCHj6quvzg4KCnJ++OGHQf/4xz/Canqdv1XF4FmV/u6r6phpmhfVL8Z6CWyVUi9hVUa+Qmt9FEBrfVIplQ50AraWdk3GClr3aK2dZ2qvw+GLC5UjF0qOgleU9ThvO24re57WTbuHlG61U/57UkeORUqcCCFE3dH33IdzzL2Qvg+1erUrs8vGDeDlVd4xPx9bl2R0x0QoXaurO6dAkFSUF+JC1aJFCwfA/v373bt161YAsHLlylrNKHh4eOjrr78++/rrr8/Ozc3NDAkJ6fTFF18EjB079pi7u7tZVFRkq9h/6dKlPi1btiyaMmWKa9rx3r17PWpzjOeL3W43nU5nowt66zywVUrNAK4ALtdaHzml+W1golJqKVACPAX8u0JhqLO1C2ExSyAvzcrAZq9BZa+DvK3gn4Kzy9dWH+9otD0U7d0G/JPLs7Ee4XLnXwghGgKlICISHRGJvn6YdaygAE5WWJWUtgl14jhqyQ+w5AfXYR0djU5KxvzLBGgdXafDFkL8PiEhIc527doVTJs2rXlUVFTx4cOH3R599NGWtfV67733XmBGRob7ZZddlhscHOz83//+519UVGR07NixACAyMrJ49uzZTTds2OARHBzsDA4OdsTFxRVlZGTY33777aAePXrkf/HFFwHz58+/IO6oRUdHF+fm5trmzZvn27lz50I/Pz+nr6/vBZ/Dqet9bCOBcUARsFuVBw9LtdbXAFOAYGAT1lZEs4G/VjjF2drFxUiboJ1gWBWH1b7XMHZNRZlFlbspN+uPpLIpa8qG89INEsQKIcSFxMurcsa2S1cca9aXrtNdjfp1FaxPRe3ahdq1C3PiY66u6h/TURkZ6E7J6ORkiGsHbvVdbkQIUZX33ntv95/+9KfISy+9ND4yMrLohRdeSB88eHBsbbxWkyZNnK+++mrotGnTwouLi1WrVq2KXn311d19+/bNB3j44YePrFy50rd79+4JBQUFxrfffrtl1KhRJ5YvX+7zl7/8JaK4uNjo27dv1iOPPJI5efLkWgvAz5dBgwbl3HjjjUdvu+22NllZWbaJEydmVMw8X6iUvgj2kEvpmKhXLlpcL6/d0Ior2L4cAYBzyEf1PJLfoehg5XWxOWsx205Bt7C2Q1YH/ott8zi0dwzaL/mUdbGeZzn56Rrae9gYjPjUKh71wWApHiXOjbyPjUOtv4/FxbBlM2rjBvTw21w3MG1X9EVtTnN1055e0LGjFegOuArdq3ftjamRkZ/FumPm5ePRJnK11rpLVe2pqal7kpKSjtb1uISoD6mpqcFJSUlRVbXJbUpxwTA23Ys6uRxVlHFam8rb4loDq0MG4Qi+GtwDT+snhBDiImC3Q2ISOjGp0mHn359DrVmDSl2LWrsWtXcPrPoFteoXTA97eWC7YwfGZ5+ikzujO3WCZqGnv4YQQogGRQJb0XCYxZCbVromdg0qbyvOLgtAWZXsVMEeVFEG2uaL9utUui62c+m62Bbl53HzracLEEII0aB1647u1r28GOCxY6jUdbBuHbp3ebZW/bQU46UXXY91WJiV1e2UDJ2S0T0vBZsNIYQQDYcEtqJ+5e/E2D8Tlb0Wcjai9ClbbeXvAB9rOYUz9lmw+YJ3G1ewK4QQQvxmTZuir+gHV/SrdFgnJWOOHQdr16JS16EyM1GZmfD1PHRAAM7N21191X8/grBwqyqzVGIWQoh6I4GtqBtFB12ZWO0ViQ67wzruzMPY/y9XN+3d1rUmVvt3Lt+aB8C/c92OWQghxMWpUyfMTqXrR00TduxArVuLSl1rHSsrOlhUhDHhEVRJCQC6VQQ6MdGaAt0x0dp2KCCgHi5ACCEuPhLYitqR9Qvq+FJUzjpry53iQ64mHdgTZ1lg6xOPM/ox8O+M9u8Ebv71NGAhhBCiCoYBsbHo2Fj0zbdUbisoQN9+B2zYABs3otL3odL3wby5ADhff7N8m6IN61GHD6MTEyGkWR1fhGjktNYaJbs8iEautOixWV27BLbi93HkoHJSIXsduvmN4NEcACPzY4wDH7i6aTd/tF+ytS42sHv58w13dNRDdT1qIYQQ4vcLDMScMs363OGAHdtR69ej1qei1qdahadKGR+8j/GffwOgW7RAJyZZ05cTk6xgN7R5PVyAaAyUUlnFxcXuHh4eJfU9FiFqU3FxsbtSKqu6dglsRc2ZDshZY2Vgs1NROWtR+TtczU7PcHTo9QDokGsw3awiT9q/E3i1lnWxQgghGi83N2gXj24Xf3pmF9Bt26Iv6QEbN6AOHEAdOAALvrHaul+Cc87/rI4lJahFC9EdOkCrCNlrXZyV0+l8NzMzc1xkZGSWYRiNfx9PcVEyTVNlZmb6Op3OGdX1kcBWVM0shtzNqOJD6OAB1jFdgm3NEJR2uLppZQff9mj/TmivyPLjwQPKnyeEEEJc5PTou3GOvttas7t7tyury/pU6H5Jecft27D9cZT1HH9/SGiPbt8B3bEjun0HiGsH7u71cQmigTJN85/Z2dmdN2zY0AuQct2isXICy0zT/Gd1HSSwFaCdkLfNysTmrENlr4PcTShdjHYLwtl7q3XH2OaFDhmEtvlYgaxfMvjGg2Gv7ysQQgghLgyGATEx6JiY8vW3FTkcmH0vQ23ciDp2FFYsR61YXt78408Qa+0WoJYtBcNAJ7SHQNm7/WKVkpJSDNxZ3+MQor5JYHvR0WAWQmEmeIYBoDLexbZt4uk9vdtYwaszz7U3rNlhZp2OVgghhLioJCZh/vdT0BoOH0Jt3AibNqI2bURt3w7R0a6uxnNTUatWAaBbtrIyuh06WBneTsnQokV1ryKEEI2OBLaNmdZQlOHKxJK9DrLWobQDI+NdzJjHrG5+ndCerUrXw5YWePJLlArFQgghRH1RCkKbo0ObQ7/+VLVwUiengMMJm9NQ+9NR+9NhwXwAzD+OxnxmqtUxMxO19Ecr8I2NA7vMtBJCND4S2DYmxUfAPdhVaMK25jpU1orKfbS3tS5WVVifE9AFZ881dThQIYQQQvxe5tOTrU8cDti1y8rqbtoIGzegu3Zz9VM//4TtoQcA0O7u1vZF8e3RCQlWwavefaziV0IIcQGT32IXqpITpdvsrEXlpFpZ2aJMHD1TXVOMtVcE5G1F+yeBXzLaPxkj+21QHpjRE+r5AoQQQghxXri5le+1W9W63dBQzMHXWUHv7t2oTZtQmzYBoD08cO7Y4+qq3nwDfH2sdbtxceDtU0cXIYQQv48EthcC7QRVWuQubzu29SNQBXtO72bzhYI9rsDWjHsO4r0rbxWg3q/98QohhBCiwdC9+1hZWYDcXGvq8ubNqC1pUFRUnq01TYwXpqFyc63nKQWRkej49hAfj3nNQOjQsZ6uQgghzkwC24bGkQs5660sbOmH9m6DmVgakHq0gIK9aMMTfDui/ZPQpdlYvGMq7xVrk7usQgghhKjA1xe6dkN37Xb6ut2SEswHH0alpaG2bIbt21B79qD27IH589Dh4ejSwLbJL79gvPMuOj4B4hPQ7eIhOLgbB0yCAAAgAElEQVSur0YIIVwksG0g1P53MPbPhPydqFP/qzGLyj9388XZfRl4tQZD9rETQgghxHni4YEe+0D5XyHFxbBzhxXobk5Dd+3u6hq4bh3Gp59Werpu1gzdLgGSkzH/79G6G7cQQiCBbd1xZWLLs7Fm28nopv2sdrMQlb8DrdzRvvFWhWK/JLRfEvi2q3wun9i6H78QQgghLi52u5WNjU84Lbt7qH9/wjt1tqY0b06DLZtRhw+jDh9GnzgOZYGtaWIbcAW6VSTExaHj2qHj4iCmDXh41PklCSEaLwlsa5N20i7r79hW7IP8HadnYrPXQWlgq0OvxxF4qRXEGvKLXgghhBANV150NPq6YeV/2Zgm7E9HpaVVru2Rsb+8WNU3X7sOa5sNolpjTp1Wvv43Oxs8PWU7IiHEbyKB7e/lyIXcDaWViddD8SHM5M+sNmUjwLEZVZRZIRObVCETG19+Ho8W1ocQQgghxIXGMCAiEh0RWfl48xY4vvsBtXUrattW2LoVtW2LVZ155w60T3k9EOOlF1FvvQGto62sbml2V8e1g+gYcJclWEKI6klg+1tkr8NIf8vabid/+2mZWLP4KNitAgrb/B6gfZsUK4iVTKwQQgghLibu7pDQHp3QvvJfS4WFsHOHNSW5zMkTYJqoHdtRO7bD/7d35/GSVPX9/1+fql7vvs7GbDALjDAIsiO4gCDGEDQq4vZziRrNolGj/txNon7VGFxi4q5EfagRvq4xBkVDdFCMCiMi2zADDMPsd99vd9X5/lHV1d13umfuwMy9t2fez3n0o7urTled6prb3e86p0794D+SWe4JZxH84L+iJ2GI/ecPcOtPhhNPVOAVEUDBtr4ZLbGu84m4ZS8CwIqDeHuiAROcpXDNcUtsW9wSm2pPFjOQOQvazpiXTRARERFZkHI5OPW0qknhtR+H938Q7t8StfDeew/cdy92zz249RXjizy8Hf9VrwDApdOwZm3Usrv+ZFi3DnfRk6Czcy63RkQWAAXbCrbrG1j/z2q2xIbhRBJsXeuZBCf/YxRimzeAn5uvKouIiIgcO/J52Hg6buPp1S28YVh+PDVNeOnTovC74+Fo4Kp77k5mF//rpiTY2te+im3dilu3Drd2HaxbD+3tiMix5/gLtsURGPl9PDrxHYTr/w+kow842/9fePt+ANRoiW0/p7yMdDvuhJfNQ+VFREREjkOeV368fj3hV78ePR4bhfvuw+69B9uyBbbcB2vWJEXt+9/Du/m/qxblFi3CrV2Hu+xy3Gv+Ip4Yx+jKga9EpKEcH8G2sB/vzldH3YontlXNcktfgOu6OH78IoKup6glVkRERKQRNLfAmU/AnfmEAy5JBOBe+WqCc87D7r8P23If3L81uSxRuHJl+TUPbMO//FJYG7XsunXrosfr1us8XpEGcVwEWyv24+39NgDOMtCyAdd6enRrLg9a4Houm68qioiIiMgR5i59Glz6tOrLEj2yA9uyBdfVnZSzbVuxsTH43Wbsd5url5FKEdz033DyKdGE22+L7teth5aWo78RIjIrx0WwdeleglPehGs9HZpPAU/XRxMRERE57ngerFiJW7GyarJ72uUU77wnGrhqSzwq85b7sPvvh0d2QEV574P/B+9nN0evW7IEd9KaaACrk9bgzj4bzj4HEZl7x0WwJdWJW/bi+a6FiIiIiCxU3d3Q3Y077/wDL02Uqzg9be0a3L69sG0rtns3tns3/OIWAMIXvpiwFGwf2Ib33neXQ++aNdH5v72LdC6vyFFwfARbEREREZFHI1c95kr4/g9GD4Ig6tZ8//1RyN22FXfhE5Nyds89eD+6Ebix6vWutRVOWkPwxX+DZcuiiTt3QntbdM6wiDwqCrYiIiIiIofL92HlKtzKVXDJpQcMXuXOOovgs5+HrVuxrVHwZev92NAQ7o7fVV1r13vdX+Ldsgm3dGlV12bWroGVJ87tdok0KAVbEREREZEjbdFi3JVXAZRDr3PQ1wcPb4+u2VtihstksF27sF274JZN5Xkv1Ol0IrOhYCsiIiIiMhfMoKcnulUIr/9W1LV5x8PY1rhld9tW2LoVt/H0eaqsSGNRsBURERERmW++D6tW41atruraHI6Nw9veMp81E2kI3nxXQEREREREROSxOC6C7Ui4h//Y9zdsGryW8aB/vqsjIiIiIiIiR9Bx0RW56CbZV7ibfYW7Obftz5PpP+3/B0aKO2lPr6QjtYL21Eo6UitpSy3Dt8w81lhERERERERm67gItu3+cq7o/hAjwR4yXnMyva+whdFgD/3FbVXlDY9Tm/+Uc9pfBcBUOMJA4UHaU8vJeR2YLqotIiIiIiKyYBwXwdbDZ2n2DJbOmH5V76cYKj7MYHE7g4XtDBW3M1jczmiwh6zXlpTbO/0Hbup/DwBpa6I9tZy21Anx/XJW5i4gZdk53CIREREREREpOS6CbT0Zr5nezCn0Zk6pml500zhXTJ4bPj3pkxku7mDajbG/cB/7C/cl81+85DsQN+L+euhzTLuxJPhOeyMEroBv6TnZJhERERERkePNcR1s60lZBirOsV2eO4fluXNwzjEVDjFUfIThYAdDxUeYDAdJe+ULbD84+XNGgz3lhXXAV3Z9lBZ/MRuar+LUlmcDMB2OMRrspdVfStrLzdm2iYiIiIiIHGsUbA+DmZHzO8j5HSzm1JplLmx/PUPBDoaLjzBc3MGe8Qco+gOMBLsIXSEpt2vqd/x04O8AyHtdtPpLaE0tpTW1jDZ/KavyF0cBW0RERERERA5KwfYIOyF3FidwVvJ8067NnH/q4xgt7q4auMoR0p5azkhxDxNhPxNhP3sLd8VzjZfkL07K3jL4UabCEVr9ZbSmltKWWkqrv5RmvxfPtAtFREREROT4plQ0B1KWoSO9smra6vxFrM5fROgCxoM+RoKdjBR3MRzsYiocqWqt3TH5G8bD/Qcs1/DY2HI1Z7W9HICxYB87p26jxV9Mi7+EZr9HwVdERERERI55Sj3zzDOfltQiWlKLWJo9o2aZS7rexXBxJyPBbkaKOxkJdjFS3M142EfGa0nK7Zu+h02D1ybPDY8mvycOuos5r/21NMXzJoMhMl6zgq+IiIiIiDQ8pZoGUGvkZoDAFXAuSJ7nvS7W5C9lNNjNSHEP42EfY8FexoK97OUPPLHjb5KyP+l/L/sK91QE30U0+4to8RfRnV5HT2bdnGybiIiIiIjIY6Vg28B8S0PFZYQWZ09lcbY8qFXgCowF+xgN9jARDFRdciikiMMlwbdiHGc2ND8rCbb7p7dwy+C1NPuLaPZ7owCcKj9u8rox8476toqIiIiIiNSjYHsM8y1NW2oZballB8y7svefK4LvbkaDfYwVo5C7JHNaUm4k2EV/cRv9xW011/G8RV+mJbUYgLtGv8tE2BeH4HL4rRw0S0RERERE5EhTsD2OHSz4lizPns2VPZ9kLNjLaNy6G4XhvYwH+2nye5Ky2yb+m32Fuw9YRtqaWNd0Oee1vxaAqXCEByZ+RrPfTZPfS7PXTdZrx8yO/EaKiIiIiMgx77gItn3O8YmxUV7XXB5oqS8MaTMjrTB1UGmviZ7MOno49Dm3p7U8h8HiQ3Hw3ZeE4YIbryo3VHyYXw59omqaR5omv5tmv5sndryJ9tQJAPQVtlJ0kzR7PeT9rqru1CIiIiIiInCcBNu9LuQDI9XB9sL9+9gWBHSascjz6fE8uuPbVbkcz8zlAOgPQ+4rFunxPHo8j3YztSzWsTp/MXBx1TTnHFNuBJxLpmWsmXVNVzAe7GMs6GM82M+0G427RO+uCq+/G/kaD01uip8Zea+DJr+bJr+HJZnTOa3lOQCELqC/sI0mv4uc14Fn/tHeXBERERERWSCOi2DbbR6vaj7wPE8PGHCOgaDIveXBhTkp5fNMomD7s+kpnjcwkMxLAV1xyO32PG7o7KLLiwZP+v7kJENhWBWSR80IncM7TsOwmZGztqppHelVXNTxhqppxXCSsTAKuU1edzK9PXUCPemTGQ/6mAj7mQgHmAgH6Cvcj085AI8HfXx//1+V1kre6yDvdZL3u2jyuji15Tl0plcDMBbsJ3QF8n4XKcsele0WEREReSxC55giaiQQkUM7LoLtIjPe3tpaNe3eRYsJnKM/DNkbhvSFIfvj29mZcmDKY5ydTtMXlxl2jr3xawDyFYH1n0ZHuaUwXb3yrl683bt4ST7P5zs6AdgZBPzt8BAdnkeXeXR6Hh2eJY+fkE7T5h1fIw2nvBzt3glJF+SSs9pewVnx49AFTIQDjAf7GQv2k/Pak3IBU3SlTmI87GcyHEoCMPGgV+ubn5GU/f3o9dw99h0gOv+3ye8i73XR5HfRmTqR01uvScoOFB6kaCOELlArsIiIyHHIOZf01guc48EgYNI5JpxjEsekc0w6mHCO8zJpVvrRz+tN01P8ZGoqKhfPL5XPYHylszNZx+V9+3mgcrlxqAV4S0YH4UVm47gItvX4ZvT6Pr1+/cDy9FyOp8fdkgGmnUtCcH8YVgXbP8plWen79Llofl8Ysr9QYMzzyFaU2xkEXD85WXedm7p7OC+TAeCNQ0N8fXKCLjM6vCj4dloUhNelUlXdq/9zcpI2z2gzjzYz2r3o3j9GWos982n2e2j2e+idMa89tYKrFn0KgNAVmQgHmQj6mQj7GQ/6aU8tT8qmLUezv4iJYICCG2eoOM4QOwDoTe9Jgm3oinxn359DJzywy8h6beS9dnJeJ3mvg1Oar2RJdiNAPJhWH3mvg5zXSdrLISIiIkfeQBgyXhEAJ5xjiuh+ueezIR01UDwcBHxrciIOnu6AgPnh1jYWx78B3z0yzA8np5LlVAbMJ2Yy3NgdDZY57Byn7Ntbt25f7ehkZT76eX3r9DTvGx2tWa5lxm+zh4OAB4PggHKKtCKzd1wH20cjY8ZS32dpjTD8lpbWA6ZtunMz55/6eAoV01anfL7S0cFA6BgIQwZcGN2HjgEXsriitXZfqSUZYMYH3gXpdBJsp5zjqoH+mnVuMeNf29t5Qb4JiAbOeu1AP23m0e4Z7ebRFt93eMaf5PLJa/vCkBzQ1EDnFnuWSgJwLWe1vZyz2l6enP9bGYDT1pSUm3bjdKRWMjLdR+CNMxUOMRUOAduB0jnFkQfGb+Y3I19InqcsS87rIOd10OIv4qld70zmPTz5v/iWJue1k/PayXqt+JY5wu+CiIjI0TEQhuz2PO4pFph00W+QqThcNpvHhfHB+YJzfGZ8jGlHFC6JypVe89KmJi6Iy35rYoJ/GR+LWiqdY8rBZBwyfeChxUuS9V+0fx/31QiBAK9rbuaf0lGPrgeLRf52eLjudry1uSUJtg8FAZuLhZrlJiq6AufNOMn3yZlFN4y8Qc6MvBnLKn7DXZjJ8q4WR96MbDw/Km80zfhN9R9d3Rjl5eTMyAKeGeHYOB+uuxUiUqJgOwdSZlVvdI/nc02+qW75Sl/o6OAjYRv9YciAcwzGLcVDztFT8eE57RxXZLMMh44hFyb3I84x6hxpyh+gYy7khjotxi1mDCwpB9uL9+9jSxDgAa1m0c3zaDXjJfkmXhOfu7y1WORL4+O0ekarRfPb4sctZpyeTpOLP8Qru/TMp9L5vzmvjU5WHzA/57Xx7EWfY9Odm7nw1I1MhcNMhINMhgNMBIP0Zk5Jyma9NnrS66P5wQBFN8VosIfRYE/UJbrCpsF/YjIcrJqWtiayXhuntTyXDc1XAjBY2M5Dk7fE4bctDsJtZOMwrK7RIiLHvtJ5lilIruQwEIbsiLutThGHwDgQFoDn58vf458fH+ORIEjKlMLllINLs1le3hT9HvldocCrBgfj5ZW7107FXWd/3dPLaXFL6BuHh/hqZw/s23dAfc9Pp/l5T9SvKgTecJBgeX4mkwTbXWHIz6ana5ab+W23yPcZcS4JgJUBc61f/sW13Pf5q6bmuBwHBMzKRop3tbTyuubmJHjODJglOTPuXbS47jZVujCTSUL+oaxJ6Se5yGOlv6IFLmPGYt9PjijW0+p5fL+r+4DpYRxsMxVBsseLWoyHQseICxmKQ/CQcwf8h8iakceYwDHkohvx+cWXZctHS+8rFvnQWO3uNgBbehexOv7QvmZwgB9NTdFqRnN81LLZLDnK+674fOixMOTDY6MVZby4XHTbmE7THYf7SedwQA6OSmj2zCfvd5L3O4ETD5i/vvkK1jdfAUTBvegmou7Q4QChKx8Bds6xNHsGE0E/k+EwU+Ewk+EQBTdOIRivKttXuJ/bRq6rW6cXLrmBrBe9V7cPf4WxcN+BAdhaaU710uIvOjJvhIjIMWw0DJlwjmmiFsXpODROOUe35yXhoz8MuWlqiuk4WE67cvlpB3/W1JSEpi+Pj/M/01NMO+LlRcucxrHGT/HZjg4Ais5x8r69SetnqQ6lb9rPtLfziqboYPI3JiZ43fBQzW3wgKtzueS78FNjY9xRLNYs2+YZLycKtgXnuL1OiyVEAbdkkeexOAhoz2TIVoTLLMaGioCWAV7b1JTMy5mRtei3RRbj/IoxTa7K5TgtlSJTESZL4TJvVnVQ/L+7a/fImunEVIqPtrcfuiCwVsFSpOHpr/gY55nRNiPoNZnNusX49t4oEBWdY8RFQXgkdAw7x9KKFuM1qRR/39LKiHMMxy3FI3FwHnGO9oqyw2EUtkdrjPJX2TWn3zk+UOfcFIDvdHYll2X68OgI/zA6ikFVWG4yY5Xv892K0P/6oSEm4yO90Y3kS/nCdIaz46Ore4OAPxSL3JdK0VIoREd7KX/JttTpnm1mpK2JtNdEG8sOmPeUzrdVTXPOMe3GmAqHyFj5nOn21Ao2tlwdB+ChqvtCOE7GyiN9Pzx1K32F+2u+T+vyl3NR55sAGCw8xI/630HWWsl4LWS9VrJeKxmvlay1srbpaTT50Xs1HvQRuoCs10LK8guilV1EGk/ROQZdSMFFvYsKwIO+T2uhwLRzbEilaIm/I+4oFNgWFKvKFuKw2OVZckqNc453jIwk86J7l4THP2tq4rJs9P3w3ckJPjA6Gs+PWj+nK8Jj/+IlyefbJX19dcPdK/JNfCYOoQ8GRV40OFCzHMAV2WwSbH9ZmObLExM1yw2lwuSxT3SeZa3xb7NErZ8lizyPU1OpOCCWv8NKATKk3Mr5Z03N7A8DcmZkknAZtWCuq2jd3JBK8cvunvJyzMhBElwrryL/obZ2rtz+ABeddkbd9wCi77xPtHcctEzJct9n+SEO4ouIHIyCrcxKyoxOMzrxDuwTBKxPpXhb64HnGNfyH11djMVBeSy5RQNBdFo5ADeb8Z6W1mT+WFV5V3UusiP64p+CA0Lz+IwA/bWJcQbrDJ3/vtbWJNj+fHqaawYHoL0L9h/Y3WrX4sX0xN2BXzTQz62FAnmMTMXR6IzBUzPZ5L3ZFwS8c2Sk6oh1Nj6CnaGdP83nWBkvf7etZmdmeVKmw0geNxFiFe/V41pexlS4j0I4zHRFS/BUOEJ7akVSbjIcZizYxxgHbg/A8ty5SbC9bfg6tkz8CADDT0Jw1lrpyZzMee2vid57F3L3+PfJWgsZr5mMtZD2msl4zWRNoVjkcATx51eRKBAW4vsiUYvaqpRPU/y3v7VYZGcQRGVwFOOAV3TRaSWVAx9+ZmyM6XheEUeh4v6PcrmkO+im6Sm+OD5OIV5WIQ6KhTgE/rirOxmQ8JqBfm4vFJIypSA67RwvrgiBvy8WOXfmZ2hHd/K5Wjlg4mfHx/jM+HjN92ZjKpUEWzPj2rFRap9lCU/KZLks7j86EDpuK9RviSwQtSwCdHpGt3nJ53iGqOdU1oyVFaGr2zyem8uRjj+TMxWfzxmjqpfVi/J5zk1nos99LF4eZLCqg75mxpbeRcn6MkR1SHFgT6Tn5PM8p6K78cH8RY3LHdbS7HnJ95+ISCNSsJU558etyG2HKNflebxzlmH5Pa1tvKe1jWBG+B2LuyhX+uf2dkZmjKYY3eDsdPlLvcvzeHImw96xMVL5PFNxmYl4MIt8xXnLO8OQ7XUGsljklX/gDDjHFydq/2gDeHy6fJmAL0+M89GxsZrlTvL9qnN8zh1azoiLLpVkQJroYEQaeK/Xysa43G/D1XzO/ygtNkqzG6PZxsi7cfKMkmeMq6wrWebmYoqUdZFyY/hMMRkOJucG73dpzovL7Q1G+dXQv9bfprY384SWpwHw3yM/YsfEjewtXAp4XD/2E1LTbaSsmbzXxuVtVySv+/XkLjzLkLFmUubjm+ETHVfp8rzkklhT8f6zeNu9+N4MDKvqnh6WyiloHzYX/y05qBppfSwMCYlak1x8H+JwDpo9S0LYWBjS50JCV1mu9Nix3k8l1/veUiwy7EICBwEQ4Ajjxzt8n4vidQ+HIT+ZmorLROUCB8X48R9ncyyJA8bNU1PcVigQxOEuKQ/0eF7VCPN/Oxz16gggrkP58Yvz+SQw/nRqio/F4aoyfEahFDb19CSngVw90M+vp6fjoBqHyvh1L6i4HNxdxSJPqHEgreR/unuSc/Y+MTbGv47X/ow4NZWqCrZvHB6i9tmLsMj3kmC7rRjwlTqtixCFwNIn2s4gYFudz73Kbqs5oMuMdNximDEoTE3RnsuRjlsDSx6fTvMn2RxpgzRGOg6AaYMVM1rz3t/aFn3eVZQthcsz0+X2xWdms/yiu6cqgJbCZZbqlsgbZ9nFdVUqxdc7uw5dELgok+WiWebFVeoOKyLyqOkTVI4pswnNs+2G/dRslqdms2zatYOLVq46aNkbOrsYic/NKnVzK52bVTnIV6/n8S9t7cl5WKVRJEvncFW2CGxIpbkym0sG8qg8L2tmd62sWTJoiAOm4zpA9CO6ZMD5/DrsAGp3DXu3Vz6QcIO9iFt4HhikXIEmxmlmlGbGeKrfwkvjcnuDgJt5KnnGaWKCPOPkmaCJcfKMs9eVWxX+d/IhFhXvJHTnADBe/M8ohQDjtFYF25/3v5FOopG+J8klS52giWW5y/nLrj8B4PrR+7lh5CdMkGOKHBPkmSTPZPz4D4sfT6sf/aq8pK8vuda0Vdw8osFWvhSHi3uLRc7bvy8JyeV7wwy+1dmVBIG/Hxnmi+Pj8bIMz0gOeZzk+1U/lE/bu5eJ+Af/zE4D72ht4c/i8+e+PTHBG+qcPwdw96LFyaXGntvfz//OvH527Fm5XNINcEuxyCV9+8uh0kWBshQuv9/VnQSmtwwP8S9jY0n4rOwCuSGV4o7e8jnbS/bspt7Fyz7S1sbr48D47clJXj40WKckDC1ZQlP8zr1ycJBf1Nmmy/LNvCR+/HAQcPVBuoOe0p1Kgu13Jyf5ZJ0QuGHGpdM+MzZWd5vOzqR5evx4ZxDww6mpOiWjkFsKtnuDkB1hWLPcdMX/hUw8SF9poKAU5YNUKYzKfLQm5XNRJhOVxUhZVKZWCHx1UzMOSMUhMFXx+LyKA3oXZjJ8rr2DTDxv5n1lCPxKR2fU2pmUieaX7ks2pNPsWbK0qj6b7tzMRSsO7Mb6qqZmXtU0uxbGN7W0HLoQHPKyfiIicmxQsBU5Aro9LxnI6mA6PY9Xz7Jb2MubmpLRKg9lV8VlEILSeWlxy1Fla8iVuRy/S/cm80stRqWujJVl397awq4gTLojlro4FnFsSJV/tvam2uhteW3cUuYYBPrixwFwab4clnvzl/FLTmbEPHABt3svJGUTpBmnacYlj5w1MekmyTJBjklyTAJRiHFJezFYuJ2r+Hbd96bgvg5ELStPLnyMq9yWeGlR8C2F4a7CBuBqAKbDCTaGm5gkX7H2KCxPkaPoyoORDIaOR+oEllxFqz7A9iBIgu1MI2F19/l6y4y231GKz/vDkF11yg5WLLPoHLsPssygImkHULN1r1Y7d4vnkYpbwj0qDgLEo46WyxkrPB+zGeVqLHd9KsW4c/hG0kpfarFfOV4+777d87gqm6soZ1WPK3tLPCWbIRXPS80o1zPjb/fDbe1RyzTE5cq9Bc6qGOzmKdks3+nsipYZhzu/IlxW/j19vbOTItGXbq3QWnJyKkX/jBBYz+uaW6oC+cEczgA6sx1ER62LIiKykOhbSeQYUwoAuRrdbds9r+qcroO5PJs7dCFgie/zkbbZ/Wh+RctqXtGymhem74Ig5GOt5+A11w7vb1oaXRfYuZCCm2A6HGPajTEdjtLs9yblntF0Eg/YCyi4CQrhWDTCtJugEI4z7cZp88sHEs5Lj7Nnunar4Wq/HKyX2yCv4PN1t2OV+yBwJgDPtx9yvvdTfC+HTw7P8viWw7cczanFwAuT193UehdGCt/ypLwcfkXZnopBXJ6Vy/FAtv7lJCoD4/WdndQ7ezBf8X9gbSrF9rj7ug94FrdAE4XL5oqyH2xt4wOtbVUBtF4X7sqDKgfzrFyeZ+Vmd07g5zrqDzazadeO5PFy3+eGrtl1B70ql+eqWa7/tbM8+HQ4g93Uuva5iIiIHDkKtiKyoJl5ZCwajKqWrvSJdKUPvARTLZd1vZ+CG2e6RgBuqQjLacuyJn8p026MQlguV3ATFN0kea8ckMJwH2PBQ9QaxaYjtRraysH27uGPEtaJoee2/TmdLX8KwL6pW/jN8BdIW56U5Uh5edKWix5blmXtf0np43t0+hamw1FSlsW3LCnLJuUyficQbVcKx2KPWV3/OF0jwIqIiIgsZAq2InLcSHt50uSTkZ/raUkt4kmdb5nVMs9ofTEnNz+TopukEEbBNwrAE6St3BrtXMiJ+SdF88IJCm6yqmzGK3cpnQyHGAl21V3nBe1/nTz+/eg36StsqVluXdMVXNTxBgD6iw/wvX1/gU86DsC5OARHgfiijjfSkY7G5L5//Cb2Td9TNb9UPu93sSJ3brKOvdN341smXm4G3zLxa9J4pDVQl4iIiMwJBVsRkccg73eS9zsPWc7Mm3VYXpO/hKXZMym6yTgElwNz4ApVl3panfqaAvoAABoTSURBVLuI7vQaim4quQVukqKbotUvd2cO3DRgBBQIXIFpV32N6LA0ihewa2oz90/8uGbdetInJ8E2dAE/2P83dbfjwvbXc3LzHwFw//iPuX3kq3HwzeCTqQrCT+l8RxKC/zD6LabCkWR+5Wsm/XEgGnSoEE4wVNwRhWhL4RPfWxqP6DWV75WIiIgcuxRsRUQWmLTXRLs3u4HDTm+9ZlblFmU28LKlP4yD7WRVEC66SVr9ZUnZtU1PozuzjiCsLlN0k7SmyufUhgT0pjcQuCkCpglcIQ7W0wRumpRlk7JT4Qijwe6adfPJVLXs3jv+Q4aK22uWbc9eCDwTgP7CNv6z7411t/lZvZ+hM70agF8O/jMPTv4cj3QchNNJEO5Or+XCjtdF2+SK/GzwH/GIAnKp5dm3FJ5lWJW7kK70SQAMFh5if+G+eFmZOFSnknX0Zk5J6jJa3As4PEvh4WOWiteRwvDVsi0iIvIYKdiKiBwnzIxU3JKZPUi5pdkzWJo98FIsM6Uswx/3fqzufFcx0vK6pqezInd+HHoL0T1RCA5d9WjNpzY/m4mwPymbhGUKjI+WLzXkW4au9FpCF7VChxQIXTFaPgU8K3/FTblRJsPal1CqDOCBm+aBiZvrblObvywJtjumfs2vhz9Xd5kvWfq95PmP+t/GUHFHzbKPa34257W/BoA903/gJ/3vxSOFZ37FfRrPfJ7a+a7k4MLvR69nz9Tv45DsJ6HZszQdqRWcGp+zHbgCd4z+O4YXh+r4Hh/PPJZmn0B7KroO9mBhOwPFB+J5fsVrorosyW5M6j1Y2E5IUDG/vOy05UnHB2dCF10J2IiWpxAvIiJHg4KtiIgcFZUBJuPVHwBsplL35Vo2PbI5edyTWcdVvf8yq2U+sf1vOK/tNUkADirCcMrKI4B7luZJHW8lJArIoSsSME0YP+6sGKisPbWSNflLk9BdCtWOIl7VRXwg73VT9KcJXZGQYnwfELoiXsVXceCmmAqH626HqxilbP/0fTw89aua5ZZkHl8RbKfZPPKVust8cufbkmD78NSv+M1w7RHB09bEi5eWL611U/97GAl21ix7avNzOLf91QDsnv49N/a9NZln+NBpPLArCuJX9n6StlTUY+CXg59kx9T/YvF43FEQjsbv7s1sSM4ZL4ST8TItnh+VKZU/veUalmYfD8BDE79g68RNyTI9i8b7NjzSluOCjvI567cPf4UpNwyVy4uXuSSzkeW56BrcI8XdbJv4aUU9DeL/74axrukKsvF58zsmf81wcSdYqWT5KtrNfjcrcufH+6nAtomfJvPKS4ueL86cSksqOr2gdACicn7p3rNU1Xnwu6Z+F5+KQLmsRfct/iLa4n0/FY7QX9hWc38C9GZOSQ4CDRQeZDy1lV01LuOc8VrpTq8Boh4Qu6fvrLvMztSq5FSO0eIehuv8f/LwWZI9PXm+Z/oPyTZVczT7i5P/z5PBEPsK91C6SBq4+ICbw+E4IXs2aS+XLHMs2AfOJaVL5fJeJyfkzgKiv6et4z+pXCLgkkcnZJ+QvKf7p+9jT7z9jrC8XOfwLM2pLc9Oan732PeYCkfKda2oZ2+4ru57KCJlCrYiInLMKw0cdii+pVnTdMmslrkid25VgDiYZ/R8uO68ypbtJZnTecHif09CbxSCg7g1Oqi61NXGlqtZ03RJVUguvSbvlS+D5OFzRsuLCAlwhEkLaum+raIbept/AqtzFxMS4lyQvMa5AH/GtabbUifgWzpeVlixzHDGQQyHR1Qu+nEfgEHRRed1lyIcwGQ4yGiwp+b7lPfK57KHFOLAUtv6piuSx0PFh3lo8paa5TLWUhVst078pO7Aba4lLAfbYCe3jfxb3fWvzF2YBNst4zfy4OTPa5ZbmjkjCbZFN8mmwWvrLvMpnW9Pgu32yV/y25Ev1tmmZl609FvJ802D19Y9DeC0ludxTtsrAegrbOHGvrfVXf9zFn0pOQCxeeSrPNL2cx7pq71NV/R8CICCm6w6qFFrm07MPxmAbRM3z3qbfj7wj3X3U/U23c9N/e8+6DalvWib7hr99kH3UynYFt0UtwzV76nylM63J8F259TtB9mmlqpge+fo/62/nzLPrjldRKop2IqIiMyjypZtz1Lk/PrX8a3Uk1kHHLolJ+XlOLPt/5vVMlflL2RV/sJZlb28+32zKrcseyYvXfYfQBTiHSGb/nAbFzzuNBxhVYv5Be1/xdltr0xat5wLiNq6wqou42lr4pk9H8O5EEeYlIEQ50I64+7ipW1qSy2rWGaYPPaovvzVGa0vZjoci+fHNxctv6finOkWfzGnt1wTzy+3rBG3yFWOcn5C9mxyXmmfuuQfONpTK5JyHmnW5i+rWk5la2CzX+6G355awercxVXLKi278v0EWJLZyER4QrLEUoukw1Ud1MhYK0syp1NP5YGNjvRq8iOP0N7cckC5ror33sNnSebxdZdZfl+gxV/E0kztUyBmblNvZgMtQe1rfVduU87v4ITsORXt317Scg5W9X9qUeZxVLa+l1vMPTpSq5JyPmnWNT2dylb1yseV4xX0ZNaxoflZpbb0eGq0jpkHijY0X8lUOFrVVo95GNATrqm5rSJSzSqPFB+rztp4uvvVj386L+vedOdmLjrt0OeqzRX/u9E1NYOrvjbPNWkcC20fHgteeP1dEIR89cqT8JpnN0jSY6X9eGzQfjw2aD82Pu3DuROOjZNdu+q3zrmz57suIguZroMgIiIiIiIiDU3BVkRERERERBqagq2IiIiIiIg0NAVbERERERERaWgKtiIiIiIiItLQFGxFRERERESkoSnYioiIiIiISENTsBUREREREZGGpmArIiIiIiIiDU3BVkRERERERBranAdbM7vazDaZ2aiZPThjXsrMPm5m/WY2aGZfMLPcbOeLiIiIiIjI8Wc+WmwHgE8C76gx7+3AU4GNwDrgccCHD2O+iIiIiIiIHGfmPNg6537snPsG8FCN2a8EPuCce8Q5tw94L/AyM/NnOV9ERERERESOMwvmHFsz6wBWAJsrJt8GtAKrDzV/jqopIiIiIiIiC0xqvitQoTW+H6yYNlgxb/oQ86uY2auBVwMsXrSYTXdunllkToxOTMzbums5Y2wUgM0LqE4L3ULbh8eCobHoz/mW++/B/Lk5vqb9eGzQfjw2aD82Pu3DueOCcL6rINIQFlKwHYnv24Hd8eOOinmHml/FOfdZ4LMAZ2083V102hlHur6zsunOzczXumvxt7YALKg6LXQLbR8eC9rvvguCkCeuPQmvuWlO1qn9eGzQfjw2aD82Pu3DuROOjc93FUQawoLpiuycGwQeBio/Jc8kCq0PHmr+HFVTREREREREFpj5uNyPH1+iJx09tZyZZePZnwfeZmbLzKyXaHCo65xzwSzni4iIiIiIyHFmProivwT4UsXzCaIRklcDHwB6gD8Qhe4bgLdWlD3UfBERERERETnOzHmwdc5dB1xXZ14ReF18O+z5IiIiIiIicvxZMOfYioiIiIiIiDwaCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0BRsRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloDRdszSxlZh83s34zGzSzL5hZbr7rJSIiIiIiIvOj4YIt8HbgqcBGYB3wOODD81ojERERERERmTep+a7Ao/BK4C3OuUcAzOy9wPVm9gbnXDCvNRORw+MgnJiam1WFbs7WJUeP9uOxQfux8WkfziE33xUQaQzmXOP8tZhZBzAAbHDO3RNP6wX2Amudc1sryr4aeHX89GTg3jmubkkPsH+e1i1HhvbhsUH78dig/Xhs0H5sfNqHc2uVc653vishspA1WrBdAWwHljrndsfT0sA0cKZzbvN81q8WM/uNc+7s+a6HPHrah8cG7cdjg/bjsUH7sfFpH4rIQtNo59iOxPftFdM6ZswTERERERGR40hDBVvn3CDwMHBGxeQziULtg/NRJxEREREREZlfDRVsY58H3mZmy+Lza98LXLeAB4767HxXQB4z7cNjg/bjsUH78dig/dj4tA9FZEFpqHNsIbqOLXAt8BKiYH4D8FfOuYl5rZiIiIiIiIjMi4YLtiIiIiIiIiKVGrErsoiIiIiIiEhCwVZEREREREQamoLtEWBmV5vZJjMbNbMHZ8xLmdnHzazfzAbN7AtmlpunqspB1NuPZpY1s8+Z2TYzGzGz+8zsr+exqnIQB/t7rCiTN7P7zWx0jqsns3CofWhmzzSz28xszMx2m9mb56GacgiH+G5camb/18z2m1mfmX3HzJbPU1WljkN9/+k3jogsJAq2R8YA8EngHTXmvR14KrARWAc8Dvjw3FVNDkO9/ZgCdgOXE11D+WrgnWZ29dxWT2bpYH+PJX8PPDQ31ZFHoe4+NLPLiUZjfTPR3+N64IdzWjuZrYP9Lf4rkAFOBFYAY8AX565qMkuH+v7TbxwRWTA0eNQRZGbPAj7mnFtdMW078Bbn3Dfi508Hrgc6F/Alio5rtfZjjTKfAyacc6+bs4rJYam3H83sLOA64E3At5xzLXNfO5mNOp+pvwK+5Jz79LxVTA5Lnf14B/AR59yX4+fPBL7gnFsyP7WU2ar8/tNvHBFZSNRiexSZWQfRkejNFZNvA1qB1fNRJ3nszCwNXAzcMd91kcMTXy7sc8BfAtPzXB05TGbWDJwDLDGze8xsj5l9z8xOnO+6yWG7FniumXWYWSvRJfy+P891kkOo/P7TbxwRWWgUbI+u1vh+sGLa4Ix50ng+CYwAX57vishhezNwu3PuZ/NdEXlUOgEDngNcQdSNdTfwLTOz+ayYHLZNQAfQT/S9eDJRt1ZZ2Cq///QbR0QWFAXbo2skvm+vmNYxY540EDO7FrgAeIZzTi1+DcTM1gKvIQq30phKn5sfd8496JwbJwpDZxC1HEkDMDMPuAn4DdAGtADfAW6OWwRlAarx/affOCKyoCjYHkXOuUHgYaIfXSVnEn3gPzgfdZJHz8w+BlwGXOqc2z/f9ZHDdhGwGLjPzPYD3wWa41FZnzS/VZPZcM4NEQ36pcEhGlsXsAr4hHNu1Dk3QdQ1+XHAmnmtmdRU6/tPv3FEZKFRsD0CzMyPh7dPR08tZ2bZePbngbeZ2TIz6wXeC1ynQRUWnoPtRzP7BPA04BLn3L75rKcc3EH24zeBtUQ/ws4AXgmMx49/NV/1lQMd4jP108DrzWxFXOYfgN8657bPV32ltnr7MQ5G9wN/GV96KwO8nmgU5Qfnr8ZSyyG+//QbR0QWjNR8V+AY8RLgSxXPJ4haFVYDHwB6gD8QHUi4AXjrHNdPZqfmfjSzJwN/DUwBD1Scyvdz59wz5raKMgs192M8Iut4aaKZ7QOcc27H3FZPZuFgn6kfJjrX9jaiz9RNwJ/Ocf1kdg62H68iaqXdQbQf7wT+2Dk3Ocd1lIMws1Uc/PtPv3FEZMHQ5X5ERERERESkoakrsoiIiIiIiDQ0BVsRERERERFpaAq2IiIiIiIi0tAUbEVERERERKShKdiKiIiIiIhIQ1OwFRERERERkYamYCsiIiIiIiINTcFWREREREREGpqCrYiIHHfMbL2Z/czM7jKzO83sdfNdJxEREXn0zDk333UQERGZU2a2Cmh1zt1pZq3Ab4HnOOd+P89VExERkUdBLbYiIkeZmf25mYVm1jlj+lfNzJnZ+TOmv9PMJs0sY2bXmdmmua0xmFnazPrNbHpmveeLmd0cv1/OzF72WJblnHvIOXdn/HgEuAdYXrGuT1es632PqeIiIiJy1CnYiogcfb8EDDh/xvQLgIn4fub03zrnpoF/AF591Gt4oKcDnUAaePY8rL+eG4nenx8cqQWa2UnAWUT7qeRD8Xp2H6n1iIiIyNGjYCsicvTdCQxTEWDNbBFwEvCVGdNLAfgXAM65rc65u+a0tpHnA3uAu4BrDlXYzFJmljrqtYL9zrlbnXP7jsTCzKwN+BbwN865wdJ059wDzrlbgakjsR4RERE5uhRsRUSOMudcCPyK6pbZC4CHgO/MmL4e6CJuPZzZFbn03MyuNLN7zGzEzP7LzJbNXK+ZvcHMdprZqJl93cyeG3etXX2w+ppZDrgKuB74BnCJmfXOKFOqx9Vmdg8wCayL511iZr8wswkz22tmHzWzTMVrLzKzH5jZnrj+t5rZpYd4G+vVtVSPZ5nZvWY2ZmbfNbN2M9tgZv8TT/tfM9sw47VZ4LvAdc656x/N+kVERGRhULAVEZkbvwTONbPS5+4FwK1EgfcEM1teMR3iFts61gLvBt4OvAJ4PPCpygJm9jzgWqJg+hxgF/DRWdb1mUAr8O/xzY+XMdN64L3Ae4A/Bvaa2VOIugtvIerC/HbgJURde0tWAj8FXhqXuRW40czOmmX9ZloLvAv4/4E/B54EfBr4GvBV4LlAJn4OQLwfvgb8yjn3sUe5XhEREVkg5qLbmIiIREH13cBpwB1EAfbbzrl+M9sCXAh8M57+gHPuYOd2dgHnOOceBohba681s5RzrhiXeSvwLefcG+PnN8YttctnLqyG5wM7gFucc87MNhN1R/70jHLdwMXOuXtLE8zs/cCPnHMvrZg2ClxnZu93zu13zs0MmDcDG4GXEY1OfLi6gHOdc9vjZZ4OvBl4gXPuG/E0A35gZic65x4AnkEUqu8wsyvi5fydc+7bj2L9IiIiMs/UYisiMjduBRxwQXwu6tnxtNK8Ukvt+VQPYlTLfaVQG7ub6PN8CUTnuwJnAN+b8bqZzw9gZs1ELbbfdOXrwX0TuNjMls4ovm1GqG2K639D6ZzbuC43A1ng1Lhct5l9ysweBgrx7RLirsyPwn2lUBu7P76/qca0EwCccz9wznnOuTMqbgq1IiIiDUrBVkRkDjjnhogGYroAOJ2ox8zt8exbiQJvK1GL7sG6IQMMzng+Hd/n4vseou7DMwdYms2AS1cBTcAPzazDzDqIuhZ7wPNmlN0743lnXO6LlANrgagbNMCK+P7LwJXA+4BLgXOAH1fU/3DVez8Ga0x7tOsQERGRBUxdkUVE5s4vgCcDvwZud86VRty9FfgY0bmhHocOtoeyHwiA3hnTZz6v5fnx/Y9rzLsG+ETFczdj/mA87W3AT2q8/gEzywNXAK9wzv1baUY8PZhF/UREREQOoGArIjJ3fgG8imigpVsrpt8BFIG/Asbi54+ac64Ynxd7FfBvFbP+5GCvM7N2otD5JaJW1UrPAN5sZitndPutXO+Ymf0KWOuc+1CtMnELsEe5BZX43N/zgVsOVj8RERGRehRsRUTmTunc2adTETidc4GZ/SaefrNz7ki0XH4I+KaZXQv8F1FgPTeeF9Z5zZ8SjR78cefc7ypnmNndwJuAq4GPHGS9bwV+HA/W9B1gguh6vc8CnuecGzSz24H3mtk40bm3fwc8cvibKCIiIhLRObYiInMkHmipDzCqW2whCr3GY++GXFrX9URB9AXAt4FVRAESYLjOy54P3DUz1MbL20PUvfiaQ6z3Z0QDQa0Gvk4Ubv8a2Ey5lfaFwJ54/geADwKbZi5LREREZLasPOiliIgcy8zsE8BVzrlV812XR8PMbiZq2X0pELij+AUWX4bIIxpN+avOuXcerXWJiIjIY6cWWxGRY5CZLTGzj5jZH5vZZWb2IeC1wL/Md90eoxcSjbT80kMVfIz+NV5PQx4EEBEROd6oxVZE5BhkZp1EXX3PAdqAh4HPAR88mi2dR5OZnQy0xk8fcM71HcV1rQQWxU93Oud2Hq11iYiIyGOnYCsiIiIiIiINTV2RRUREREREpKEp2IqIiIiIiEhDU7AVERERERGRhqZgKyIiIiIiIg1NwVZEREREREQamoKtiIiIiIiINDQFWxEREREREWloCrYiIiIiIiLS0P4fhYjE+ClsD7gAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "a = concept.propulsionsensitivity_monothetic(wingloading_pa=wslist_pa, show='combined', y_var='p_hp', x_var='s_m2', y_lim=600)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that, as expected, the actual aircraft (the Cirrus SR-22), with its 310HP Continental IO-550-N engine and 13.5m$^2$ wing area, falls into the bottom left corner of the feasible region." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just as easily we can inspect the same graph in terms of thrust to weight ratio and wing loading:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "a = concept.propulsionsensitivity_monothetic(wingloading_pa=wslist_pa, show='combined', y_var='tw', x_var='ws_pa', y_lim=0.4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the constraint diagram - the most flexible way" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The method demonstrated above creates a constraint diagram (and has other functionality too, as we shall see shortly), but what if the engineer wishes to present the constraints in a different way, perhaps add additional constraints (e.g., constraints computed at different altitudes, weights, etc.)?\n", "\n", "The solution is to 'unwrap' the constraint calculations:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "preq = concept.powerrequired(wslist_pa, TOW_kg) \n", "\n", "Smin_m2 = concept.smincleanstall_m2(TOW_kg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now generate a plot of the various constraint curves in the power versus wing area space:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "wingarea_m2 = co.kg2n(TOW_kg) / wslist_pa # x axis\n", "\n", "plt.rcParams[\"figure.figsize\"] = [8,6]\n", "plt.rcParams['figure.dpi'] = 160\n", "\n", "plt.plot(wingarea_m2, preq['take-off'], label = 'Take-off')\n", "plt.plot(wingarea_m2, preq['turn'], label = 'Turn')\n", "plt.plot(wingarea_m2, preq['climb'], label = 'Climb')\n", "plt.plot(wingarea_m2, preq['cruise'], label = 'Cruise')\n", "plt.plot(wingarea_m2, preq['servceil'], label = 'Service ceiling')\n", "\n", "combplot = plt.plot(wingarea_m2, preq['combined'], label = 'Combined')\n", "\n", "plt.setp(combplot, linewidth=4)\n", "\n", "stall_label = 'Clean stall at ' + str(designbrief['vstallclean_kcas']) + 'KCAS'\n", "\n", "plt.plot([Smin_m2, Smin_m2], [0, 1500], label = stall_label)\n", "\n", "legend = plt.legend(loc='upper left')\n", "\n", "plt.ylabel(\"Power required (HP)\")\n", "plt.xlabel(\"S (m$^2$)\")\n", "plt.title(\"Minimum SL power required (MTOW = \" + str(round(TOW_kg)) + \"kg)\")\n", "plt.xlim(min(wingarea_m2), max(wingarea_m2))\n", "plt.ylim(0, max(preq['combined']) * 1.1)\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Constraint sensitivity analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The constraint diagram reveals the shape of the feasible design space for a single set of design variables and constraints (as set out by the design brief). It does not tell us, however, how sensitive the shape and size of the feasible design space is to changes in the design variable values and the numbers that make up the design brief. This is where the sensititivity analysis capabilities of the aforementioned `propulsionsensitivity_monothetic` come handy." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us first define what we mean by *sensitivity* in this context: given two extreme values of an input, we shall define sensitivity of a constraint (for a given wing area) to that input simply as the absolute difference between the values of the constraint calculated at the two extremes.\n", "\n", "We also define (and will plot via `propulsionsensitivity_monothetic`) the *relative sensitivity*, which is the sensitivity described above divided by the sum of all such sensitivities calculated for a particular constraint.\n", "\n", "These are both 'one factor at a time' sensitivities, that is, when calculating them we keep everything else fixed (at the midpoints of the ranges given)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ADRpy implementation of the idea is simple: instead of entering single values into the dictionaries fed into the constraint analysis (as above), the user enters the two extreme values, as a list of two numbers." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Consider the example used earlier, this time in the context of seeking to understand the sensitivities of various constraints to several variables: maximum load factor, the altitude where the turn constraint is specified, the speed at which the turn constraint is specified, the cruise altitude, etc. All the *single* values entered below will be considered fixed, for everything given as a *two element list* we will compute sensitivities." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "designbrief = {'rwyelevation_m': 0, 'groundrun_m': 313,\n", " 'stloadfactor': [1.5, 1.65], 'turnalt_m': [1000, 1075], 'turnspeed_ktas': [100, 110],\n", " 'climbalt_m': 0, 'climbspeed_kias': 101, 'climbrate_fpm': 1398,\n", " 'cruisealt_m': [2600, 3200], 'cruisespeed_ktas': [170, 175], 'cruisethrustfact': 1.0,\n", " 'servceil_m': [6500, 6650], 'secclimbspd_kias': 92,\n", " 'vstallclean_kcas': 69}\n", "\n", "designdefinition = {'aspectratio': [10, 11], 'sweep_le_deg': 2, 'sweep_25_deg': 0, 'bpr': -1,\n", " 'weight_n': 15000,\n", " 'weightfractions': {'turn': 1.0, 'climb': 1.0, 'cruise': 0.853, 'servceil': 1.0}}\n", "\n", "designperformance = {'CDTO': 0.0414, 'CLTO': 0.59, 'CLmaxTO': 1.69, 'CLmaxclean': 1.45, 'mu_R': 0.02,\n", " 'CDminclean': [0.0254, 0.026],\n", " 'etaprop': {'take-off': 0.65, 'climb': 0.8, 'cruise': 0.85, 'turn': 0.85, 'servceil': 0.8}}\n", "\n", "designatm = at.Atmosphere()\n", "\n", "designpropulsion = \"piston\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As before, we now instantiate the aircraft concept object and set a range of wing loadings that defines the x axes of the plots." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "concept = ca.AircraftConcept(designbrief, designdefinition, designperformance, designatm, designpropulsion)\n", "wslist_pa = np.arange(700, 2500, 2.5)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "concept.propulsionsensitivity_monothetic(wingloading_pa=wslist_pa, show=True, y_var='p_hp', x_var='s_m2', y_lim=700)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The red 'X' in the take-off ground roll constraint window indicates no sensitivity in that constraint to any of the inputs given as lists of two extreme values.\n", "\n", "The combined constraint diagram (bottom right) uses the interval midpoints for those factors given as a sensitivity." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Single constraints can be viewed too, by setting `show` to the name of the desired constraint." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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ApuoDbm5uOmdnZ4vl1/fu3etYv4gtmzFjRq7pzf7vvvvOXafT4ccff3QDAIVCYZwxY0auNee/E927dy8zlcD/+++/7QsLCy2ua+7YsUPdKIGZycjIkJuOW7duXWvyAAD88ssvFr/b/v37l5iODx8+rC4uLr6rdVyJ5KbLLCYEyOVytG/fvhQAdDqdsGPHDgdL/YuLiyUnTpxQmX7v1atX6d3EeLukUimeeeaZwn//+9/XTOeOHDliMUaqPyYQEBEREREREREREREREdVg8ODBxb6+vuUAkJKSYrt582b11q1bXUztM2bMsLh9AfB/e8tnZmbKLS0Kb9myRR0TE2PVxVFHR0fj8OHDcwEgMTFRMX36dN+srCw5AEREROS5ublZbw+FO6RWq43h4eGFQGV5/UWLFrnX1lev12PZsmXNGi+6Svb29lXP68KFC7VWSSguLpYsWrTIy9JY/v7+uscee6wIAIqKiqTz58/3vJuYHBwcqmIy326gNsOGDcs3HX/22WcWY/zPf/7jXlJSIgWArl27Fnt5eenvJsY7FRwcXJWcodc3ypQPNCYQEBEREREREREREREREdVAIpFg3LhxVUkCL774YoBpf/rOnTuXhIaGausaIzQ0tBSo3AZh9uzZPjX1+e233+ynTJkS2FBxWzJnzpyqbQrWrFnjYTqeNWvWPbN9gclrr72WaTr+/PPPvTdv3nxLlQGdTocJEyb4X7x4sVHK/pt79NFHq97A/+qrr7wyMjKk1fvk5uZKBw0aFJSSklLnNgwffvhhulQqFQHg66+/9nr//febmbaXqE6n0yEyMvKWqgatWrWqWmw/d+6cXV1zzpo1K8e0RcCJEydU06ZNa17TnOvXr3f8/PPPq/5+33rrret1jV2XgwcP2r/++uteKSkp8tr6GI1GLFmypOrvtGPHjmX1nZcskzV1AERERERERERERERERET3qhkzZuR8/vnn3gaDQcjOzq5a6Jw0aVKd1QcA4JVXXsncunWrq8FgwJo1azxiY2Pthw4dmt+8efOK/Px82f79+9UHDhxwMhqNGDlyZO6mTZtcrXc3QOfOnbXdunUrPnbsWFW1g/bt25f16NHjnluYHTx4cPFzzz2XvW7dOnetVisZOXJk8IABA/L79u1b5OjoaEhKSrL9+eefXS9fvqx49NFHiy9cuKDMz8+XVSvjbzVPPvlkSbt27cri4uLs0tLSbNq0adN+7NixOW3atNEKgiCePn3a7pdffnHNz8+X9e7du/Dvv/+2z8/Pr3V99vHHHy/94IMPUufPn+9rNBrxwQcfNF+3bp3b4MGD80NCQrQKhULMyMiQnTp1yv7gwYOOgiBg7Nixf5uP4efnpw8ODtYkJCQok5KSFIMGDWoxZMiQAhcXF73puXTp0qXMz89PD1RWpVi5cmXSiBEjgvV6vbBq1apmhw8fVo8aNSo3ICCgoqCgQLp3717H/fv3O5nmmD59eubTTz9dXN/nl5eXJ124cKH3okWLvDt27Fj6yCOPlLRq1Urr7OxsKCkpkSQnJ9v++uuvzomJiQoAcHFx0c+ZM+e2/t3R3WMCAREREREREREREREREVEt/Pz89H369Ck0X0BVqVSGSZMm5Vu6zqR79+6azz//POX111/3MxgMwpkzZ+zPnDljb95HLpeLH3744bWQkJByaycQAMCMGTOyzBMIpk2blmXtOe/WmjVrrhoMBmH9+vVuoihiz549znv27HE27xMaGlq6adOmxHbt2rUDbt5awJokEgk2bdp0pV+/fiGpqam2BQUFsm+++eaWrQd69uxZ+MsvvySGhIR0qGvMt99+O8vd3V33+uuv+xcVFUmvXLmiWLx4cY1bC5gqB1T30UcfpY4dO7alwWAQdu/e7bx79+6bntd///vfxOnTp1f9/Q4ZMqR406ZNCVOmTGmRl5cnu3TpkvLjjz9uXn1cqVQqzpkz5/qiRYvqXX0AAARBAACIoojTp0/bnz592r62vv7+/uU///zzFW9vb+5hYGVWS78RBMGp7l5ERERERERERERERERE97Zp06bd9Nbz008/nefg4GC83etfeeWVnMOHD58fNmxYrpeXV4VcLhdVKpUhKChIO3ny5Kzo6Oj4efPmNdoWAhEREUWmt9HVarVh6tSpeY01952SSqWIjIxM2bZt26VBgwble3h46ORyuejq6qp/5JFHShYuXJhy/PjxC+7u7nrT9hLOzs6NtsjcunXrir///jv+9ddfT2/btm2ZUqk02tjYiF5eXhV9+/YtWLVqVWJUVNRlFxeX2/57mT59en5SUtKZ999//9pjjz1W5O7urpPL5aKNjY3o6elZ0aNHj6J33nkn9fjx4+drun706NFFUVFR50eOHJkbEBCgVSqVRtNifW2efvrp4sTExLPvv//+tW7duhW7urrqZTKZqFarDa1atdI8//zzmadPn45rqOQBABgxYkTR8ePH499///1rgwYNyg8ODtaoVCqDVCqFQqEw+vj4VPTr169g6dKlyRcvXozr0qWLpqHmptoJoihaZ2BBKAOwFcAaURT3WWUSqpEgCKk+PoJPaqp1vlsiIiIiIiIiIiIiImo8zZsDaWlIE0XxljeC63Ly5EkPALsUCkWb4ODgBBsbG769S1iyZInrnDlzAgBgypQpWatWrbrWxCHV28GDB+2feOKJ1gAwc+bMjGXLlqU1dUxEja2iokKWkJAQrNVqzwMYFBYWdsfVRay5AYgCwBgAuwVBSBEEYYEgCEFWnI+IiIiIiIiIiIiIiIiI6vDtt996AJUl5OfMmXPPbl9wJ7788ksP03G/fv2KmjIWon8yayYQ6AAINz7NAbwN4JIgCL8LgjBBEASlFecmIiIiIiIiIiIiIiIiomp++OEHp7i4ODsA6N27d+FDDz1U3tQxWXLx4kWb+Ph4m9raDQYDXnvtNa8dO3a4AEBgYKB2yJAhxY0XIdH9RWbFsb0AjAMwCUCo2fkeNz5LBUH4GZVbHBy1YhxERERERERERERERERED6Tr16/Ljh49aldeXi6cPHnS/ttvv20GABKJBAsWLEhv6vjqEhMTYzdp0qSgDh06lHbv3r04JCRE6+joaCgpKZHGx8crdu7c6Xz16lVbAJBKpeK3336bLJFY8x1qovub1RIIRFHMA7AUlYkCDwGYAmAsALcbXRxunJsiCEICgO8AfC+K4nVrxURERERERERERERERET0IDl69KjdqFGjgqufnz179vXw8PCypojpThmNRvz999/2f//9t31tfZycnPSrVq1K6tu3b2ljxkZ0v7FmBYIqoiieAfD/BEF4DcBgAJMBPGk2fzCATwB8JAjCPgCrAWwTRVHXGPERERERERERERERERER3e/UarUhKChIO3PmzMxp06blN3U8t2PIkCFFS5YsSd6/f7/64sWLyvz8fFlhYaEMANRqtb5Vq1aafv36Fc6aNSvH2dnZ2NTxEv3TCaIoNs3EguABYAKAiQDamTWZAsoD8CMqtzg43cjh/aMJgpDq4yP4pKY2zXdLREREREREREREREQNp3lzIC0NaaIoNr/Ta0+ePOkBYJdCoWgTHBycYGNjo7dCiEREdA+oqKiQJSQkBGu12vMABoWFhWXd6RhNtgGIKIpZoiguFEWxA4AuAFYAKAAg3Pi4ApgF4KQgCLGCILwkCIJjU8VLRERERERERERERERERER0P2uyBAJzoij+JYriTABhAGJMp2/8FAB0BLAEQJogCF8LguDTBGESERERERERERERERERERHdt5o8gUAQBJkgCMMFQdgO4CKAR1CZPGCqRKAzO7YDMAPAeUEQJjZRyERERERERERERERERERERPedJksgEAShkyAIiwFcB7ARwCAAMlQmChgB7AQwHIAKQF8A6wGU32hXAVgtCMKAJgidiIiIiIiIiIiIiIiIiIjoviNrzMkEQXAFMA7AZAAPmU6bdUkCsBrAd6IoppudPwjgoCAIngC+AjD6xnX/ArDX2nETERERERERERERERERERHd76yeQCAIggSV1QUmA3gKgNzUdONnOYDNAFaJonjQ0liiKGYIgvAsgA4A2gB42CpBExERERERERERERERERERPWCslkAgCEJbAJMAPAegmem0WZczAFYBWCeKYv7tjiuKoigIwlFUJhCoGiZaIiIiIiIiIiIiIiIiIiKiB5s1KxCcAyDeODYlDhQB2ABgpSiKf9Vj7NL6BEZEREREREREREREREREREQ3s/YWBqbEgaMAVgL4WRRFTQOMuw9ASQOMQ0RERERERERERERERERERLBuAkEWgO8BrBJF8WJDDiyK4m4AuxtyTCIiIiIiIiIiIiIiIiIiogeZNRMImouiqLfi+ERERERERERERERERERERNRArJlA4CEIAgCUiKJYdKcXC4LgAMABAERRTG/g2IiIiIiIiIiIiIiIiIiIiMiMxIpjpwK4BuCju7z+3RvXX22wiIiIiIiIiIiIiIiIiIiIiKhG1qxA0BCEpg6AiIiIiIiIiIiIiIiIiIjoQWDNCgRERERERERERERERERERA1CEIQwQRDCunTp0qqpY7ldI0aMCDDFffHiRZumjoeoLvdyBQLFjZ/lTRoFERERERERERERERHRA6bT0KFhTR1DUzi9devJpo6hvLxc2LBhg+OBAwfUJ0+etM/OzpYXFhbKJBKJqFarDUFBQdrOnTuXjho1Kr9Xr15l1a/fsWOHQ0REREhNY8tkMlGlUhns7e2NzZo1q2jXrp0mNDS0bOTIkQW+vr56698dEd3r7uUEgk43fuY1aRREREREREREREREREREjWDRokVuixYt8rp+/XpNb6oLWq1WkpWVJY+OjnZYtmyZZ3BwsOadd95JHz9+fMHtjK/X64WCggJZQUEB0tLSbGJjY1U//PADXn/9db+ePXsWLViwID08PPyWpAQienA0SAKBIAjeFprt62g3JwfgDWAEgO4ARABn6hkeERERERERERERERER0T2rqKhI8swzzwTs3r3b2XTO1dVVHx4eXhQWFlbq5uamB4DMzEx5bGys3eHDh9UFBQWyhIQE5YQJE4KefPLJ025ubobq4zo7O+sXL16cYvpdFEUUFhZKCwoKpPHx8cqTJ0/aJyQkKA0Gg3Do0CHH3r17q1966aWML7/8Ml0iufd2QhdFsckrRBDd7xqqAkEqKhf7qxMATLrxuVs/1eNaIiIiIiIiIiIiIiIionuWwWBAREREiz/++MMRABQKhXHevHlpr732WrZSqaxp/Q06nQ4rVqxwXbhwodfVq1dtaxtbqVQa66pOcPjwYbt58+b5HDlyRG0wGIQlS5Z46XQ64Ztvvkmr350R0T9RQ6cOCWafms7dyQcAfhVFcW0Dx0hERERERERERERERER0T3jttde8TckDdnZ2xl27dl185513smpLHgAAuVyOWbNm5cbFxcWNGTMmRxCE2rrWqUePHmVRUVEJM2fOzDCdW758ueeGDRsc73pQIvrHaqgEgvQbnzSzD1BZlaC02vnaPqkArgCIAbAawBBRFIc3UHxERERERERERERERERE95S0tDTZihUrmpl+//TTT6/26dOn7HavV6lU4oYNG1JcXV1v2b7gTkgkEixdujStV69ehaZzCxYs8DYajbf0XbJkiasgCGGCIITNnTvXGwAuXbpk88ILLzQPCgpqZ29vH+rk5NQpNDS09ddff+2q1+tvuv7KlSvyl19+2SckJKStg4NDJ3t7+9D27du3+eSTT9x1Op3FOE3zdunSpVVN7XPnzvU29VmyZIkrAMTFxdlOnTrVNzAwsJ1SqQx1cHDo1K5duzZvvvmmZ1FR0W2vlZ47d8725Zdf9unUqVNrNze3jnK5vLOdnV1oixYt2g0ZMiRw2bJlLncyXk2MRiPWrFnjNGTIkEBfX9/29vb2oUqlMtTHx6dDRERE4O0kdeh0Ovz6668OM2fO9OnatWuIh4fHQ7a2tp0VCkVnDw+Ph3r37t3ys88+cy8pKakz68THx6eD6XmazkVGRjo+/vjjLZs1a/aQjY1NZ1dX146PP/54Syac3D8aZAsDURSbVz8nCILpf5TvRFGc3RDzEBEREREREREREREREd0vFi5c6KHVaiUAEBAQoH355ZdzmyoWiUSCjz/+OC08PNwRAM6fP28XFRVlV1dCQ2RkpOMLL7wQWFJSIjU/f/r0aftZs2bZ79y503Hbtm2JcrkcP//8s3rq1KktqveNi4uze/vtt/327NnjtG/fvssKhaLW6gt3YsWKFS5z587112g0Ny3sx8fH28XHx9tt3LjR9eDBg5f8/f1rzVwoLy8XXnjhhebr1q3zMBhuztPQ6/VCUlKSIikpSbF9+3aX2NjYrFWrVl27m1jPnDljO3r06KCLFy8qq7elp6fbpKenu+zYscPl66+/LtqyZUuiu7t7jUkjPXr0CDl+/LhDTW3Z2dnyqKgox6ioKMfFixd7/vzzz5e7d++uuZ34NBqNMGrUqMCdO3c6m5/Py8uTHTp0yPHQoUOO+/bty1q9evVd3T/dOxokgcCCu6+XQkRERERERERERERERHQfO3DggNp0/Oyzz+ZKJA29+/id6d69u6Zly5bay5cvKwBg//79aksJBH///bdy+fLlzQBg7Nix2Y8++mipjY2NMTo6WrV+/Xr38vJyYc+ePc7vvvuuZ//+/YvGjRvXUqFQGCdNmpT18MMPl8pkMvz555/2GzZscK+oqBAOHz6sfueddzw///zz6/W9l99++029e/duF7lcbnz22WdzunbtWmJnZ2e8cOGCYu3atR65ubmyxMRExXPPPRdw+PDhhJrG0Ol06NOnT8vo6Gg1AAiCgF69ehX26dOnyNvbW1dRUSEkJibaRkdHq44fP+4gineX9xATE6Ps27dvq+LiYikAtG3btuzJJ58sCAoKKpfJZGJCQoJi8+bNLleuXFEcPXpU3adPn5ATJ05cqGmbC41GI1EoFMaHH364JDQ0tLRFixbljo6OxvLyciExMdF29+7dTufOnbNLT0+3iYiICImNjY0PCAiwXPoBwLPPPhuwc+dO58DAQO2IESPygoODteXl5ZIDBw6ot2/f7mI0GvHdd995dOvWrWT69On5d/Ug6J5gzQQC+Y2ft9Y2ISIiIiIiIiIiIiIiInqAFRUVSeLj4+1Nv/fs2bOkKeMxeeSRR0pMCQQnTpywt9T34MGDTl5eXhV79+691KFDh3LT+enTp+cPHTq0YOjQoSEA8M0333j++OOPboGBgdr9+/df8vPzq9rX4IUXXsh76qmnCseMGRMMACtXrvT46KOPMmxtbetVhWDHjh0ugYGB2j179iSEhIRUmLfNnj07p2vXrm0yMzPlR44cUR89elRZ05v4s2bNam5KHnB3d9dt3Ljxcq9evWpMqLh69ars/PnzijuNs6ysTBg9enRQcXGxVCaTiYsWLUqZPXv2LZUoPvnkk+vTp0/3/e677zzi4uLs5s2b5/Xll1+mV+/3/vvvpz/++OMljo6ONa7RfvbZZ9cXL17s+sorrwTk5+fL5s2b5x0ZGZlSV5y//vqry8SJE7NWrlx5TSb7vyXmWbNm5X7zzTeFL730UiAALFq0yIsJBP9sVktjEkXRcOPTICVGiIiIiIiIiIiIiIiIiO4X165dk5uXxG/btq22CcOp4u/vX5UIkJubW+fLyKtXr04yTx4wefrpp4sfffTRYgAoKiqSXr9+3Wbz5s1XzJMHTEaPHl3UpUuXYgAoKCiQ/f777xYTF26HVCoVt2zZcrl68gAA+Pv76+bOnVtV5WDbtm2O1fskJyfLv/vuOw8AkMvl4pYtWxJqSx4AAD8/P/2AAQPuOAlk8eLFbikpKbYAMH/+/NSakgcAQCaTYeXKldc6depUCgCrV6/20Gg0t1SDHzZsWFFtyQMmc+bMyR08eHAeAGzdutVFp6uzAAEefvjhktWrV9+UPGAyc+bMvIceeqgUAC5duqRMSkqS39KJ/jGatg4KERERERERERERERER0QMoKytLav67m5tbjXvaNzZnZ+eqOAoKCiwmELRp06Zs4MCBtS6amxIIAKBPnz6F7du3vyXRwKR79+5V45w5c+aO3+Svrnfv3oUdO3asdb6nnnqqyHQcHx+vrN6+Zs0al4qKCgEAIiIi8mqqUNAQfvzxRzcAUKlUhtdffz3bUl+JRIKxY8fmAJVJGfVJtAgPDy8BKrc8OH78uF1d/WfPnp1paYuN3r17Vz3P2NjYW54n/XPUawsDQRC8zX8XRTG9trb6MB+XiIiIiIiIiIiIiIiIiKzDvLi4INzygvtNwsLCSi21e3p6Vr3a3rVrV4tv53t5eVVVCsjPz6/3NuzdunWzOF+LFi2q5qspUeLIkSMq0/GwYcMK6htPTfLz8yUXLlywAwAPDw/dL7/8ckslhOrS09NtTMdnz55VPvnkk7fcp0ajEdasWeO8c+dOp/j4eGV2drZco9FIzStemEtJSZGHh4dbnPfxxx+3+DybN29e9Txzc3OllvrSva2+//hSAZj+FxGrjWfeVh/VxyUiIiIiIiIiIiIiIiL6R/Pw8LhpNTcnJ0daU3n/xpafn1+1+Ovk5GQxHldXV4vttra24t301Wq19a6i7ubmZnE+pVJZNV95efkt812/fr1qob5jx45WqT6QmJhoY1rUT0xMVEyYMCHoTq7Py8u7ZaH+0KFDdhMmTGiRmppqe7vjFBQU1Lng7+np2ajfHzWdhliYt5R6ZDktiYiIiIiIiIiIiIiIiOgB5Ovrq5NKpTAtIMfHxyv8/PwsvuXdGJKTk6sWnuta9LdU0r4+fRtCfecrKSmpWlR3dHS0yvYSNSUA3ImKioqbbvLSpUs2ERERrUpLSyUA4O3tXdG7d+/CVq1aaT08PPRKpdJoei4HDhxwWLt2rQcAGAyGOtd0pVIWFXhQ1MHbB6oAACAASURBVDeB4E/UXmXAUhsRERERERERERERERHRA0utVhvbtm1bevbsWXsA+OOPP1QDBw5s8gSCEydOVJXu79KlS5PH01RUKlVV0kBhYaEUQINXh1Cr1UbTcbdu3Yqjo6Mv1We89957z8uUPPD8889nLl++PLW2hf/U1FR5feai+1e9EghEUax1MwxLbUREREREREREREREREQPuieeeKLIlECwfv16148++iijsd/UN3f48GG7xMREhen3/v37FzdZME3M29u7Ij4+3g4ATp8+rezQoUN5Q8/h7+9fYTpOT0+3sdT3dkRFRakBwNnZWf/NN9/UmjwAAElJSbe9xQE9WLj/BBEREREREREREREREVETmDt3bpZCoTACQHJysmLZsmWuTRWL0WjE/PnzvU2/t2vXrqxHjx5lTRVPUwsPD69KntiyZYuTNebw9PQ0BAcHawDg6tWrtmfPnq3Xon5OTo4cAHx9fctlstrfIzcajThw4IBjfeai+xcTCIiIiIiIiIiIiIiIiIiagK+vr3769OmZpt/ffPNNv0OHDtnd7vVlZWXC2LFj/XNzc+u1Qb3RaMSsWbN8/vjjj6pF5ffffz+tPmP+002cODHfxsZGBIDt27e7HD16VGmNecaNG5djOn711Veb12cspVJpBCqTEYxGY639VqxY4WJeaYLInNUSCARBUNXdi4iIiIiIiIiIiIiIiOjBtWjRovTu3bsXAUBZWZlk0KBBrT7++GMPjUYj1HaNwWDAihUrXNq2bdtu/fr1bqIo3vX8R44csevdu3fwN99842k6N2vWrOsjR44suutB7wMBAQG6SZMmZQGAXq8Xhg0bFhwVFVVrckdaWpps37599nc6z+uvv57t7+9fDgC//fab0+jRo/2LiopqXcM1Go3Ys2ePavr06bckG3Ts2LEUAAoKCmTz5s3zvPVq4KeffnJ87bXX/O80Tnpw1F67ov4yBUHYAWA9gJ2iKOqsOBcRERERERERERERERHRP45MJsP27duvjBkzJvC3335z0mq1kvnz5/t++eWXXj179iwMCwsrc3Nz04uiiKysLNmpU6fsDh8+7Jibm1vnOp9Go5H88MMPVeX3RVFEcXGxpKCgQBYXF6c4efKk6tKlS1Vv1kulUnHWrFkZX375Zbq17vefZMmSJWmnT5+2i4mJccjOzpb36dOnTe/evQv79OlT5OXlpdPpdEJycrLNsWPHVNHR0ernnnsuu3///qV3MoednZ3466+/JvTu3bt1QUGBbOPGjW779u1zHjRoUH7nzp1LXV1dDVqtVsjIyJCfO3dOeeTIEXVWVpbc19e3HECq+Vj/7//9v8zDhw+rAeA///mPzx9//KEeOHBggbe3ty4zM1O+d+9ex8OHD6ulUqk4dOjQ3K1btzbZlhl077JmAoESwMgbn0JBEH4BECmK4iErzklERERERERERERERET0j+Ls7Gzcs2fPlYULF7p/8cUXXpmZmfLc3FzZli1bXLds2VLrIm/r1q017777bpqbm5uhpvb8/HzZhAkTguqaXyqVir169SpcsGBBevfu3TX1uZf7ia2trfj7778nTJ061e+nn35yMxqNOHTokOOhQ4cca+ovkUjuqhREx44dy0+cOBE/bty4wJiYGIfCwkLp+vXr3davX+9W2zWenp63vLw9fPjworfeeivt3//+t48oioiOjnaIjo52MO9jZ2dn/OKLL1LKy8sFJhBQTayZQGDE/22R4ARgCoApgiCkA9gAYL0oirFWnJ+IiIiIiIiIiIiIiIjoH0EikeBf//pX9uzZs3M2bNjguH//fvXJkydVubm5soKCAplUKhXVarUhKChIGxYWVjpmzJj88PDwsjuZQyaTifb29kZ7e3uDp6dnRdu2bTWdO3cuGz16dIGPj4/eWvf2T6ZUKsXIyMiUV199NfO///2v25EjRxzS09NtS0pKpLa2tkZPT8+KDh06lA0aNKhg/PjxBXc7T8uWLXXHjx+/tGfPHlVkZKRLTEyMKjMzU15cXCyzsbExuri46IOCgjRdunQpjYiIKOzZs2eN3/0nn3yS0adPn+Kvvvqq2V9//aXKy8uT2dnZGT09PSueeOKJwtmzZ2e3bt26YsmSJUweoBoJ9dkTxeLAgtAMwBgAzwLoatZkPuElAD+iMpngilUCeQAJgpDq4yP4pKZa57slIiIiIiIiIiIiIqLG07w5kJaGNFEUb9nzvC4nT570ALBLoVC0CQ4OTrCxseEiMRHRfaqiokKWkJAQrNVqzwMYFBYWlnWnY0jq7nJ3RFHMFEVxiSiKjwIIAvAOgDgAgtknBMAHAC4JgnBMEIRZgiB4WCsmIiIiIiIiIiIiIiIiIiIiqpnVEgjMiaKYJIrix6IodgDQEcB/AKTg5mSCRwB8BSBNEIS9giBMFATBodZBiYiIiIiIiIiIiIiIiIiIqME0SgKBOVEUz4qi+JYoioEAwgEsA5CF/0skkALoC2A1gAxBEH5u7BiJiIiIiIiIiIiIiIiIiIgeNI2eQGBOFMU/RVGcBcAHwEAAPwAowv8lEygBjGi6CImIiIiIiIiIiIiIiIiIiB4MTZpAYCKKokEUxX2iKE4EEARgS1PHRERERERERERERERERERE9CCRNXUAACAIggyVFQjGAogAYAdARGUVAiIiIiIiIiIiIiIiIiIiIrKyJk0gEAShN4BnUblNgbPptFkXDYDtjRwWERERERERERERERERERHRA6fREwgEQQhDZaWB0QC8TafNuugBHAAQCWCLKIoljRshERERERERERERERERERHRg6dREggEQQhBZdLAswBamjeZHUejMmngZ1EUsxsjLiIiIiIiIiIiIiIiIiIiIqpktQQCQRB8UJkw8CyATuZNZsdxqEwaWC+KYrK1YiEiIiIiIiIiIiIiIiIiIiLLrFmB4KrZsVDt/AYAkaIonrHi/ERERERERERERERERERERHSbrJlAYJ40kAtgIyqTBo5YcU4iIiIiIiIiIiIiIiIiIiK6C9ZMICgF8CsqtyjYJ4qi3opzERERERERERERERERERERUT1YM4HAQxRFjRXHJyIiIiIiIiIiIiIiIiIiogYisdbATB4gIiIiIiIiIiIiIiIiIiL657BaAgERERERERERERERERERERH9czCBgIiIiIiIiIiIiIiIiIiIiCCrz8WCIFwy+1UURbFVLW31cdO4RERERERERERERERERERE1PDqlUAAoCUAEYBw42dNbfVR07hERERERERERERERERERETUwOqbQABULvLfTRsRERERERERERERERERERHdI+qbQCC/yzYiIiIiIiIiIiIiIiIiIiK6h9QrgUAURcPdtBEREREREREREREREdG96/GZV8OaOoamcPAbv5NNHQPR3dixY4dDRERECAC88sor17/44ov0po6J/pkaYgsDIiIiIiIiIiIiIiIiIqJ71pIlS1yTk5NtAWDevHmZbm5u9/TL0Dt27HA4ePCgAwCMHDky/7HHHtM0dUz0YLBaAoEgCN43DktEUSy6i+sdADgAgCiKzJAhIiIiIiIiIiIiIiIioruybt06txMnTqgA4IUXXsi51xMIDh486PDll196AUBAQEA5EwiosVizAkEqABHAMgCz7+L6dwHMvTEGKyUQEREREREREREREREREdVg8ODBxaIocgsOqrd7fWFeaOoAiIiIiIiIiIiIiIiIiIiIHgSSpg6AiIiIiIiIiIiIiIiIiIiImt69nECguPGzvEmjICIiIiIiIiIiIiIiIrKSsrIyITIy0nHKlCm+YWFhrVxdXTvK5fLOSqUy1MfHp8OAAQOCli9f7qLT6eoca+vWrQ7Dhw8PCAwMbGdvbx8qk8k6u7i4dGzRokW7xx57LHj27NneR44csavpWh8fnw6CIIQJghAGAAaDAUuXLnV97LHHQtzd3R+ysbHp7Onp+VBERETg3r17VXdyj1u2bFGPGTPGPzAwsJ2Dg0MnW1vbzs2aNXuoX79+QStWrHAxGAy3PdbRo0eV06ZNa96uXbs2zs7OHWUyWWeVShUaEhLSdvTo0f5r16510mq1VVXOu3Tp0koQhLATJ05Uxdy6deuqezV9fHx8OpjPM3fuXG9T25IlS1wB4M8//1Q+99xzfoGBge1UKlWoIAhhCxYs8DC/7uzZs7YLFizwGDhwYAvz78HZ2blj+/bt27zwwgvN4+LibGu7P9O8X375pZfp3Jw5cwKqxysIQtjFixdtTH127NjhYDo/d+5cb0vP0Gg0Ys2aNU6DBw9u4ePj00GpVIba29uH+vv7tx8xYkTA1q1bHW7nu6D70728hUGnGz/zmjQKIiIiIiIiIiIiIiIiIisJCQlpn5aWZlP9vF6vF9LT023S09Nt9u3b57R48WLPX3/99XKrVq0qqvfVaDTCyJEjA3ft2uVcvS0/P1+Wn58vS0pKUkRHR6u3b9/unJSUFGcppry8PMlTTz3V8tixYzctJGdmZsp37NjhsnPnTpdp06Zlfvvtt6mWxrl69aps1KhRLWJiYm5ZkM7KypLv37/faf/+/U5Lly5ttnXr1ivBwcG33JvZfUjGjx8fsHPnzlvusbS0VEhISFAmJCQoN27c6Hb16tVr77zzTpal2O7Uu+++2+yTTz7xMRgMtW7B/vXXX7vOmjUroKa2goICWUFBgSwuLs5u1apVzd56663UDz/8MLMhY7wdycnJ8qeffjrozJkz9tXbrl69anv16lXbzZs3u/bp06dw06ZNiS4uLsbGjpGaVoMkEAiCYCmLxb6OdnNyAN4ARgDoDkAEcKae4RERERERERERERERERHdk7RarUSlUhm6du1a3LFjx7KAgIAKBwcHQ2lpqeTSpUuKnTt3Ol+5ckVx8eJF5cCBA4NPnz593tHR8aZF3blz53qbkgdUKpVhyJAheWFhYWUuLi56jUYjuX79uvzUqVN2R48eVd9OTGPHjg04duyYg6+vb/mYMWNyQ0JCtIWFhdK9e/c67t+/30kURfzvf/9rZmtrKy5dujStpjFSUlLk3bp1a52RkWEDAP7+/uURERH5rVu31tja2oopKSk227Ztcz5z5ox9fHy8Xe/evVvFxsbGN2vW7JZyBHl5eZJu3bq1TkhIUAKATCYT+/fvXxAeHl7crFkzfVlZmeTSpUu2R48edTh16pRKFMWqaz/88MO0rKws2YIFC3wuX76sAIDPP/88pVmzZnrzOezt7WtdKN+8ebNzVFSUo1KpNA4bNiyna9eupba2tuKFCxcUfn5+VUkPZWVlEgAIDg7WdOvWraR169YaNzc3vUwmQ0ZGhiw6Olq1b98+54qKCuGjjz5q7uzsbJg7d26O+Vzjx4/PCw0NLfvpp59cTMkSEydOzHriiSeKq8fl7e2tr37OkoyMDGn37t1bp6en2wCAk5OTfsyYMbkdO3YsMxgMQkxMjP2mTZtcNRqN5NChQ449e/ZsdeLEiQtKpVKsa2y6fzRUBYJUVC72VycAmHTjc7d+qse1RERERERERERERERERPesZcuWJT/99NNFCoWixkXaL774Iv2NN97wWrRokXdycrLi3//+t8enn36aYWrX6/X48ccf3QFArVYbYmJi4muqUmDqu3///jq3H9i7d69zv379CrZu3ZpoZ2dXFddrr72Ws3btWqepU6e2MBgMwjfffOM5atSo/J49e5ZVH2PkyJEtTMkDb775ZtpHH32UIZVKb+rz4YcfZr733nvNFixY0Dw9Pd1mxowZvps3b06uPtZzzz0XYEoeaNGihXbr1q2XO3ToUOM26PHx8TZ5eXlVa6ADBgwoAYClS5c2M52LiIgoqu0Z1SQqKsrRz8+vfN++fZcsXff4448Xnzlz5lxtsQHIjouLS3/yySeDr127ZvvBBx80f/755/McHByqkhdCQ0O1oaGh2lOnTtnt3LkTANC5c+ey8ePHF9xuvLWZNGmSvyl54KGHHirdu3dvgqenp3nCRu6bb76Z0a9fv1bp6ek2cXFxdq+88orPihUrLFaaoPuLpIHHE8w+NZ27kw8A/CqK4toGjpG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hgXuA06iOKNgO2CIzo/EHPNWYOoC19GUNP1f9fgYlSZIkSZI2aP5iQpIkSRrfHqLaTJ8AvIXq3Pq7GRkKeFOAIDOXRcR8YCp1aKD+df0HimEDDRAMQBkGmNDjnIkDXsNni/Y2wGs9Hh8AcHxEfDkzX+tzDeX78FRm7tbn/QC+Bmxat68CzhhlY34sVB6QJEmSJEnSGrICgSRJkjSOZeZK4L7iUqOCQCNA8ERmPt9heiNYsHdEbA8cSHPDfQVw/yDXOgDl69gxItodc9Bql0E9eURMBo7p4xZb0zxuoh9LivYOETGI730fqv9dDXy7W3ggIiZRhSckSZIkSZK0gbECgSRJkjT+zaG5ATyj3uDdv37c7vgCir6v1u3pwB5F34OZuXygq+xTZv47Il4AtgU2p3qND40ybdoAl3Ac0DgiYimwsMd5OwG71u2ZwG/6WURmPhMRi4ApwNuAA4BH+rkn8I763yWZuaTryOqzMvSjCyRJkiRJkrTmDBBIkiRJ41951MDBVBu8jXL0c7vMK/tmALt3uOdYMgf4eN0+kS4BgoiYUIwdhJlF+6rM/HovkyLiIODe+uFREbFdZv6nz7XcCZxWt88Azuzzfqvrf3s5GqLf55IkSZIkSdKQeISBJEmSNP7dC6yq21sBZxd9HQMEmfks8GT9cAbNYw9g7AYIrivaX4qIvbqMPZ+qWkHfImJX4NDi0g29zs3M+2i+z5sDnx7Akn5Ic9P/9Ij4SK8TI+LtbS431jc5Ig5t09+Yexz9HeMgSZIkSZKkITJAIEmSJI1zmbkMmFdc+lj97+LM/Mco0xtHHEwDdqjbq+l+9MEw3UazXP8E4M6IOKAcEBGbRMQ3gfOA1wb0vCfTLNv/z8y8fw3nzy7ap/S7mMx8nCpEANX3vtsi4tyImNhufERsHRGzIuJB4Jw2Q+4o2tdExPta5kdEnA78AngdGFPHW0iSJEmSJKk3BggkSZKkjUO7igG9hADajXksM1/qcz3rRGa+DnweeKW+tCfwSETMiYirIuKXwL+AS4GVVFUIGlaz9srjC3quPlAoAwQHj1I5oVfnAjfX7c2BS4DFEfGniLg6Iq6IiBsjYgHwPHA1MLXDvX4EvFC39wAeqN/TqyNiNtV7egWwBXAhsHgA65ckSZIkSdJ6ZoBAkiRJ2ji0CxB0PL6g0C5AMFaPLwAgMx+lqrLQ2MQOquMXvgB8BtgFWAacBMwvpr68Ns8XEVOBvYtLszuN7SQzFwCPFZcGUYXgdeBY4AKq1wswETgCmAWcDhwHvAfYtO5/uWUdjXs9C3wSeLG+tAnVezoLOBGYAiRVMOO7/a5dkiRJkiRJw2GAQJIkSdo4zKXa4G29NpqFwH9bro3pAAFAZs4B9qX6NfyjVBUJXgEapf3fm5k3AdsU09a2qkJZfWBhHQZYGwM9xgAgKxcDuwPfAP4ALAJeBVYAzwH3AZcDnwJ2zszrOtzrbmA/qvfvifoeS4G/AVcCB2XmeZnZTyUHSZIkSZIkDVFktv4foiRJkiRtHCLiYuA79cOTMnONqwdo3YqIw4G/1A+vy8xTh7ea4YiIN764Z2YMcy2SJEmSJGl8swKBJEmSpI3ZsUX7oaGtQpIkSZIkSRoDDBBIkiRJ2ihFxJnAPvXDeZn592GuRz35XERk8XfhsBe0LkTE/PJ1Dns9kiRJkiRp42GAQJIkSdK4EhETI+L2iDg8It70nSciJkTEecBPiss/WH8rlCRJkiRJksamzYa9AEmSJEkasACOrv+WRMTDwDN13y7AB4GtivG3ZOb163eJWgNPA5d16HtgfS5kPboBmDvsRUiSJEmSpI1PZFoNUZIkSdL4ERFbAq/0MDSBa4CzMnPFul2VJEmSJEmSNPYZIJAkSZI07kTEgcAnqKoNTAF2ACYDLwGLgLuAazNz3tAWKUmSJEmSJI0xBggkSZIkSZIkSZIkSRKbDHsBkiRJkiRJkiRJkiRp+AwQSJIkSZIkSZIkSZIkAwSSJEmSJEmSJEmSJMkAgSRJkiRJkiRJkiRJwgCBJEmSJEmSJEmSJEnCAIEkSZIkSZIkSZIkScIAgSRJkiRJkiRJkiRJwgCBJEmSJEmSJEmSJEnCAIEkSZIkSZIkSZIkScIAgSRJkiRJkiRJkiRJwgCBJEmSJEmSJEmSJEnCAIEkSZIkSZIkSZIkScIAgSRJkiRJkiRJkiRJwgCBJEmSJEmSJEmSJEnCAIEkSZIkSZIkSZIkScIAgSRJkiRJkiRJkiRJwgCBJEmSJEmSJEmSJEkC/g+tN6j1kTeXfgAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "concept.propulsionsensitivity_monothetic(wingloading_pa=wslist_pa, show='cruise', y_var='p_hp', x_var='s_m2', maskbool=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### References" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[1] Gudmundsson, S., \"General Aviation Aircraft Design: Applied Methods and Procedures\", Butterworth-Heinemann, 2013." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.2" } }, "nbformat": 4, "nbformat_minor": 4 }