knowt logo

Chapter 1 - Introduction: What is Economics?

Chapter 1 - Introduction: What is Economics?

1.1 What is Economics?

  • Economics studies the choices we make when there is scarcity; it is all about trade-offs. It provides a framework in which we are able to diagnose society’s problems and helps create possible solutions.

    • Scarcity is the resources we use to produce goods and services are limited

Factors of Production

  • (Production inputs or resources) are used by people to produce goods and services.

    1. Natural Resources: provided by nature.

    2. Labor: the physical and mental effort people use to produce goods or services.

    3. Physical Capital: the stock of equipment, machines, structures, and infrastructures used to produce goods and services.

    4. Human Capital: the knowledge and skills acquired by a worker through education and experience.

    5. Entrepreneurship: the effort used to coordinate the factors of production/to produce and sell products.

Positive versus Normative Analysis

  • Positive Analysis predicts the consequences of alternative actions by answering “What is?” or “What will be?” questions.

  • Normative Analysis answers the “What ought to be?” question.

  • Economists contribute to policy debates by conducting positive analyses of the consequences of alternative actions.

  • Using the conclusions from the positive analysis, citizens and policymakers could then make a normative decision.

data:image/png;base64,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

The Three Key Economic Questions: What, How, and Who?

  • The choices of individuals, firms, and governments answer three questions:

    • What products do we produce?

    • How do we produce the products?

    • Who consumes the products?

Economic Models

  • Economists use economic models to explore the choices people make (individuals, firms, and other organizations) and the consequences of those choices.

  • An economic model is an abstraction from reality that enables us to focus our attention on what really matters.

1.2 Economic Analysis and Modern Problems

  • Economic analysis provides important insights into real-world problems.

Economic View of Traffic Congestion

  • To an economist, the diagnosis of the congestion problem is straightforward.

  • In deciding whether to use the highway, you will presumably ignore any costs you impose on others and similarly, your fellow commuters will as well.

  • One possible solution to the congestion problem is to force people to pay for using the road.

  • Traffic volume would decrease during rush hours because travelers

    • Shift their travel to off-peak times

    • Switch to ride-sharing and mass transit

    • Shift their travel to less congested routes

Economic View of Poverty in Africa

  • Economists have found that as a nation’s economy grows, its poorest households share in the general prosperity. One way to reduce poverty in sub-Saharan Africa is to increase economic growth.

  • Economic growth occurs when a country expands its production facilities (machinery and factories), improves its public infrastructure (highways and water systems), widens educational opportunities, and adopts new technology.

  • In many cases, institutions impede rather than encourage the sort of investment and risk-taking, entrepreneurship, that causes economic growth and reduces poverty.

  • As a consequence, economists and policymakers are exploring ways to reform the region’s institutions. They are also challenged with choosing among development projects that will generate the biggest economic boost per dollar spent.

Economic View of the Current World Recession

  • The financial crisis and the recession that began in late 2007: Many purchasers of homes and properties could not really afford them, and when many homeowners had trouble making their mortgage payments, the trouble spread to banks and other financial institutions.

  • As a result, businesses found it increasingly difficult to borrow money for everyday use and investment, and economic activity around the world began to contract.

1.3 The Economic Way of Thinking

  • Four elements of the economic way of thinking: Use assumptions to simplify, Isolate variables-ceteris paribus, Think at the margin, and Rational people respond to incentives.

Use Assumptions to Simplify

  • Economists use assumptions to make things simpler and focus attention on what really matters

  • If the economic analysis is based on unrealistic assumptions, that doesn’t mean the analysis is faulty.

Isolate Variables-Ceteris Paribus

  • Economic analysis often involves variables and how they affect one another.

  • variable is a measure of something that can take on different values.

  • Economists are interested in exploring relationships between two variables.

  • Alfred Marshall (1842-1942) was a British economist who refined the economic model of supply and demand and provided a label for this process.

  • Ceteris Paribus is the Latin expression meaning that other variables are held fixed.

Think at the Margin

  • Economists often consider how a small change in one variable affects another variable and what impact that has on people’s decision-making.

  • Marginal change is a small, one-unit change in value.

Rational People Respond to Incentives

  • A key assumption of most economic analysis is that people act rationally, meaning they act in their own self-interest.

  • Scottish philosopher Adam Smith (1723-1790), who is also considered the founder of economics, wrote that he discovered within humankind that self-interest is more powerful than kindness or altruism.

1.4 Preview of Coming Attractions: Macroeconomics

  • Macroeconomics is the study of the nation’s economy as a whole; it focuses on the issues of inflation (a general rise in prices), unemployment, and economic growth. It explains why economies grow and change and why economic growth is sometimes interrupted.

Using Macroeconomic to Understand Why Economies Grow

  • Increases in income translate into a higher standard of living for consumers-better cars, houses, and clothing and more options for food, entertainment, and travel.

  • People in a growing economy can consume more of all goods and services because the economy has more of the resources needed to produce these products.

  • Macroeconomics explains why resources increase over time and the consequences for our standard of living.

Using Macroeconomics to Understand Economic Fluctuations

  • During an economic downturn, some of the economy’s resources are idle. Some workers are unemployed, and some factories are closed.

  • When the economy grows too rapidly, causing prices rise.

  • Macroeconomics helps us understand why these fluctuations occur.

Using Macroeconomics to Make Informed Business Decisions

  • Macroeconomics is used to make informed business decisions.

  • The government uses various policies to influence interest rates (the price of borrowing the money) and the inflation rate.

1.5 Preview of Coming Attractions: Microeconomics

  • Microeconomics is the study of the choices made by households (an individual or a group of people living together), firms, and government and how these choices affect the markets for goods and services.

Using Microeconomics to Understand Markets and Predict Changes

  • Microeconomics is used to better understand how markets work and to predict how various events affect the prices and quantities of products in markets.

Using Microeconomics to Make Personal and Managerial Decisions

  • We use economic analysis to decide how to spend our time, what career to pursue, and how to spend and save money we earn.

  • Managers use economic analysis to decide how to produce goods and services, how much to produce, and how much to charge for them.

Using Microeconomics to Evaluate Public Policies

  • We can use economic analysis to determine how well the government performs its roles in the market economy. As well as exploring the trade-offs associated with various public policies.

1A.1 Using Graphs

Graphing Single Variables

  • Pie Graph

  • Bar Graph

  • Time-Series Graph

Graphing Two Variables

  • One variable is measured along the horizontal, or x-axis, while the other variable is measured along the vertical, or y-axis.

  • The origin is the intersection of the two axes, where the values of both variables are zero.

  • Dashed lines show the values of the two variables at a particular point.

  • A positive relationship is between two variables if they move in the same direction.

  • A negative relationship is between two variables if they move in opposite directions.

Computing the Slope

  • The slope of the curve is the vertical difference between two points (the rise) divided by the horizontal difference (the run).

1A.2 Computing Percentage Changes and Using Equations

  • Economists often express changes in variables in terms of percentage changes.

  • Computing Percentage Changes

    • Percentage Change = ((New Value -initial value)/Initial Value) x 100

Chapter 1 - Introduction: What is Economics?

Chapter 1 - Introduction: What is Economics?

1.1 What is Economics?

  • Economics studies the choices we make when there is scarcity; it is all about trade-offs. It provides a framework in which we are able to diagnose society’s problems and helps create possible solutions.

    • Scarcity is the resources we use to produce goods and services are limited

Factors of Production

  • (Production inputs or resources) are used by people to produce goods and services.

    1. Natural Resources: provided by nature.

    2. Labor: the physical and mental effort people use to produce goods or services.

    3. Physical Capital: the stock of equipment, machines, structures, and infrastructures used to produce goods and services.

    4. Human Capital: the knowledge and skills acquired by a worker through education and experience.

    5. Entrepreneurship: the effort used to coordinate the factors of production/to produce and sell products.

Positive versus Normative Analysis

  • Positive Analysis predicts the consequences of alternative actions by answering “What is?” or “What will be?” questions.

  • Normative Analysis answers the “What ought to be?” question.

  • Economists contribute to policy debates by conducting positive analyses of the consequences of alternative actions.

  • Using the conclusions from the positive analysis, citizens and policymakers could then make a normative decision.

data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAvUAAAFFCAYAAABsYBJlAAAAAXNSR0IArs4c6QAAIABJREFUeF7snQe4XVW1tt9Vdy+nn5yW3jukJ5CEhCpVpIN0BAW9CoKoWK8XL3qtKCoqIEXpvYQk9BAgvfdCctJOL7uu+j9z7nMwvyV4idw/3n/P58lzTvbZe+21vjXXnN8Y4xtjKL7v+xxieDkHNaCD4gAq+CoohQ+IjyrKIT9+qEMX/1ZEoIhAEYEiAkUEiggUESgiUESgiMBfIGA7eQw90MO3FRRFwRPcGx8FRTDyvxrKh5F6BGdXwHVteUBV1Xu+wO0h9IX/F0cRgSICRQSKCBQRKCJQRKCIQBGBIgL/XAQEmRfD6/lFVaWb/b9P6l1xEPEx10dRfVRFRfF9SfI1TSt474ujiEARgSICRQSKCBQRKCJQRKCIQBGBfwoCwpEutDRKjzqmQOoLrF4VrP6jkHoPB89XJZlXe7z2uIUDq5o4qJDlFEcRgSICRQSKCBQRKCJQRKCIQBGBIgL/FARUHdu20XX1/5a6C2IvmL5i/NXXfLj8hiz4JvjCK1+Q4nwwBMkvOur/KfeueJAiAkUEiggUESgiUESgiEARgSICAgGpn3d9NK03d1W8ooInCL3499c4/QOkPgN+GN8BRYes00k634mia3iYKPSQ/eI9KCJQRKCIQBGBIgJFBIoIFBEoIlBE4LARUHQDz7ZQBc12HZnXqmHgOj7RaBLzb3jV/wFSb0lPveWCo+XY0byKTbtWYCs2nqJj/A33/2FfSfEARQSKCBQRKCJQRKCIQBGBIgJFBP4/RUCQesex0IVz3nPQ0PBtFUOPMKD/QEaVTPorZP4BUu/hoWJ5kFE7eGfDc8x/91G6nIK33nfT/5/CXbzsIgJFBIoIFBEoIlBEoIhAEYEiAv98BDxVxxFlLXsEMQZBnLxPPFrBhLGTuGjMrf99Ui8pvSdq5zik7TxvbH2eJxf/mBwqvqqh+r2Fdv7vY4swgRiK6uG6ovxlocZm7+8ic1f8buhBWe/ecxx0vfAZx/FRNK1Qk9PPFd5nBNFEZU5FxfNcnLyFaRjkpdbfw/ugXr74nI6HLvMAHL8bQ9cxVE0mHBiqgq7rWJYlAxdZCqU5Q6aO6zo4roumGvi20DGZ6KqNbbuy0o/je6iKId+nGga2bWEKE6qnZr/4vt6y/77vyd817cNLforrkViJykI9OInPFvoA/A3R1MFQKxYICZQvEiY0KbUqjELdooDqyaTm3jJIaCoKunxNXMc/cn7//Kn6zzuiW6jNhK4b5PO5wj3TdYmdmDearMn60UfOdzAUFQ0RlRL3p3C/Lc+RWBuehoOPp1g9P11UX7xb3HfxucK9/ajDUAJk7ayUvrkK8n7pKDh5cV4GXk+ejOtaH9xLOT9VozB33CM7kd31LMSzYhphiZd4LkVSkGFq5HKpngx/Mb8PrrQlkoQEri4pR8XUDUzVxPDcD54/T/XxVUXeJ99X0fzCs6UrYn0Qn7dRPBfX//Dn86Peu//u53rXjoOf+TzI9ct3Ctcm1i+xdor3WLksqv7XiVL/ne9VlMKa5Xm2rGom1gyBj1jWxM+8Y8n1VFNNUIPye+WzpYgCCg6aZ/53vu4jvVesj6pa2A8Kc1uTGIjnW8wd8f/eNVgstxJHV7yu4oq+KsVRRKCIQBGBf0UEFBfVDaBoluSfvmKiKXkSWhnTh3+Sc4++6q+u6kM99YdN6l3tA/IoiLFYiMXo3Rwc8oiXxN96N7MCCRWLsk8gEJRkXPy98Log4QVir/cs9AUC68pNHMXDl8y2sNDbgpD5Sk/5TT7YHMVmIEtz+qokgaapYzs5uSEIgiA0S3Kj0FQcp6BlEt9vGIXzUDW/kJWs9TYGOIiEKwUjRn5eGESHGGLjObhEUYGMFoiYIHAf0htMGk09JypJkbjxBXxFCVJPhmp6h3itlxAUSBF4gin+Cw9pWJmFe/CXRqO8vg+smY94kVrh/hiCJLs9BqrWk8AiDETbwhP3QBe5Kz2GrJyOhfmi9jSO+IjfTkALSVLvqx6armAL41c18R2foB7E8gpzVgzDKBA8MS/l/O4xEj/qd/+PfE4pkFVBGgXBLNwvDx9HeiiEkSaffVeQyR58xTzWCkZbTlEIaAFp8AviK/KJROldx/exBaHX6CH0BfIuKnj1PhviM/bh2Vz/NIj+8jn/gNibOopXuFax5mkU1isx74V5zt8pa/aPnljvOizXKulIEPgXiL7EqsfRIu5N7/B9VxpVvu+gUHj2Pq7Ru+72rlu9TqHevaTgOCnsHb1OEIGNmANiLkljpDiKCBQRKCLwr4jAkUjqfdfCcQQp1z/woPYSLemV1kxcV5ASkXhbIKCKL0ixIPWSqsgNTXjxCx4lT8p+ejch0+/xyvrCp+Wi9njexSYg/nXZBSNAE//3BYktEL3eTdP0A5L8Cm+PIBG2L7zyujQMVNFsKxjFFwaDJNvCG1ogD2JTk2RPD/dshmJDLLxPHO+jknpxXQfj82Gk3naycuMS59y7sXm+XcBRGDjEpaFTIDTi/Hq8mb2GR29Vo3/FCS+iOm5OeunFvf7L6Ia8z9Jj/tGH4JjivocDQVzPk3NZEB1hN4rvNGwPTxURpD9HVQT5lOTSU8kfpqNQGJhZOyMTZcTcFNcY1AvVqIRdZpMvNIUTXvuDIj5iDgiCpmvBj37x/wOflM/KB/eoAJbQDkrjvYeY9UbzeomlmMPimoUR7moqRs+zLY3vwo3p8exqOEoWVSk8G6pXWDd6nQMCo//X+PTOW3FOBUJdiNj1klhfKxiS4r7riko+ZxMMhgrXL4h9j5f6I9+qHuO+9x5Iw4qCcSgiHKrmyi7ich0S64kk+/YHkRK/N1T0kU/g0B/8S1Lfu3Z/EDHwxJqs9cz/wrorInbC0D94nf+YTq942CICRQSKCHx8CByJpF43hKe70I22V+rR+/9CCFUsyiaWI/5e8KoIcm3qhZAwfrBHslMgTUJu0Ut0hd4oRER6jORGTY+nThoEKpqikvW6ezw5Qpsk5CbCP1fwdAkyaAiJDo4k8J4wGg7a5MQx0tJbqElvf6/3U4QWpKEgowcyLbnnpvZ4zXuOUdgZP7w6UK+HrHczP3ij/7DZ0ivX+cCIEH0FpLRGyBp8NCPywSF6vW+FDduXJpT/YfKeDzuB/8d/7zWixCaeTndLkiM8mb3yosMlbToajmdjGIVwv4iEiPued210NYDiFQjjwaNQfapgRNqqMDY/+tDlnBdMr2BEiiG+X0SARKRJyH6EQSzJT0/URXixC+91P3ZP6ke/ssInhUdeRLt65VIHRxjEc9D7nIrrEfe1sD4ICUbPumIoPd73grxPPksyOlYwEFyvN+dH+4D8ydd7Pd//gDzucK/xUJ//MFLvuJmedaZXmlgwREzTJJNJYxiH54n+wBgW4jExnyRuvRJGH9vNFmRLQvTVIw0UK6ickkrvPPs4ESqsVX/5jH3gmfcd4XKRc0jsK4X5ISK8vRHUIyQU8/FCVDx6EYEiAv8bETgSST1awWNysBfxYHmJqeRk2F2QpV49uCBDwislPHZCQyQ8agXyL7SUGjmxqQuNsxGU7ymMXpfon0PH4tWg4UkCJjXxPWRAbABCuyvJmVUg/b5aIAy9G5fYSIS+3vPTBQNBeEalR7HwU5yzeK9lCWlOYdMpeNd6NNw9xP7D5DfiO3uxOVgberBW9JCkwOiR6LgFnbE8D783lO6jGMJjq8rIg9SD+wWtteoJAqTiIEjhv+7o3fB7PZcCg179rTD2VOXwPNVC2iG93rhYbkEOIrzijiPIvYklIjs9Ovte7AWZFkRDzqce7/lHRVh4soW3XshuhLZa/Ow1as2QKQ1g2YcCXZ5Pb0RJkGURVXKdwwwVfNQT/wc/J43LHo24IGUF8h6Qc1RgLJ4nobHvle31HrbwPHuEjIA0DGxffFY854X7IzCRRrzQfis9OuueDx8cvflLsvgPnvY/7W0HR5h67+vBhrpjZdHMgue81ykhppR4lsU6KhwThzM+kNUoghCLWevi9UhtRPE0x83KwxdyRA7ObehZZ9WPlzT3yi0PjmIcfL1idov3mIZJTshupExSJJ8Uoh1/L+frcDArfraIQBGBIgL/IwgciaReJLoe7I3qbW3bGxoNeTGxJeNrLhk3J3EKa0EUV3jHdXKa2FQEuRZdtQz5miO8+orY+DUsWqU3XBBUSZCF0lR4lNQC0TY9k7xVSKoVnnzbdaR3S3p6JBnIYRohKQHyxHeK7atHo5nNZQnqgiy4+CJZTBIJH1V6DP+shT/0zf3bicR/JicFeVFvJENs1MLgkOdumgcZLX/7W4RuWAyt17DoiQwI0i5xoeBpE8lu0pHbYznJZGKRg0DBu/WvOnRRqVWFXD5HwDRxhc5XKYThpWxBZJgexhDe8EKESOAs7pOO6gqds47mGeT0zEF5D4X76OvCsBCqBQ/VOjyjQpy69Mi7Qj5V0A/nBcE3NVwhyVCFN14kbQv9cIHguT2RBc/Py14SR/L4IMLUkxgu57JmyOfZtoQERzyvwhD1JakVo5AILeQnNoZnoBoqHhZ5p0BA5fMtrlv01pDGttDgF4i9IP+SPAsj/QiJUv2985AGj6dI50IwEJRroC104sIJIf4m8goOMw/al4nCBZwL8sVeOZRQ7ItCCAXpj0gGL4yCTFI8B4Xx8a4fvUmyvdHMXsdH7+tCHSQeNmnMykRyReZWySR5gZOQShZHEYEiAkUE/hUROBJJfVQNEwqGJLHvDaEXQucFmYjhxqVEoSvbSsbrlrCH1RixYCmGF2CPvRO8wkYsvPeC7EcDCWLRcty8INgFz6UgOKIaQ97Nk3cy5Ny09O6bXgklyTg5xyaT6cZxLVlJRJAicQ5S7y8qZyhB+Z1BQ1TjKVTJ6M0FkJ50TbhDPVo6DhQkOkJXLQ2NgtSjN5FPhqp7kvvEdWZzhWv6e0NVC572Xo+zkCgJ/b+QAgmC/+dIxN8+giD14ntEtQopyRCnikj8jWDqQcKEUQ0dFIecnaM710nOzgimKMlQr3fwX3G+S4KHkCIECIeDpFLdMmegoCcvRFr+KYmEOLiKK++rnbUJKhEq433kXLRVu6cqkzASXWzPJuN2y/lneRa6f/iJhJ7tyaTYWDRBNpcjl0ujmaLMrI0mpGaKjmMrRKMJeRu7u9sxTEWS+8M1av6n5oWgjZKAK4LQKxhaiHA4Ri7fTV54qzXhuf8zqRdGeMAMEVUSZJ20fOZtYcSoovqQeBYKVYIS4SpEhZ2cI4wvp6DTFwnkXmHuH3Yi9WEC1Pvcf5DA3iONK2jsfSJ6kmgkRGc6Jc8/l88gIjQCL0FwheFzOENUMBOWgXhmBG4iKhTS4wTMOKYWwNBNLDtPzk6Tt7uwvDyu0Nb3SHE+bvx6I6C9ePQaNDIJVtOI6HGCgQBNbU0ohpBwCgPcl/j4IgJkHV71q8PBtvjZIgJFBIoIHBYCRyKpn1Z/BrFY7AM9rPA+i8VYeKOFp81Tc+RIs3rLe3Rn2+T1R4MljBk8iZASZcHG57DtnKwAIbpnab7JwPqhDOo3EjvvoVlGITFOg5yXozPTRlN7I80de+lMtxEPVjBy5CiaW/aza+/7KIorvXVCSpvP5zGVIKYWpiRaxqB+w0hGy3AzBUmKTExzRXjflqS+K9fCuq1r6M4142nCd5XvCfWLkK/wmIpk4AChYIRQMCo9jPub3j/kPZVJlT3SIEFa4rE4yWSJxKatvVWS1EMNkWMgDQEK3inxWyJSSkV5DeXJSvqEBiMKQAgvpsCk8cAO9nfsJu9m0XTviJdnfNgD4VuGxGvkyOGsXLWsMK+cvJQiCVwOHSf5sKMLh66HLXNCfIKBMFbGpSpRw/ghEwjqYYR9JAw7ca/FverIdXKgfS972/bSkWpF0Q5TUy+q5zg+kWCUo8cczdp1a+lIteP4DqUVZaS62iSx07QggwcOkxe0ZdtGXDdXKAtpf7ye1A9H8NDv6C2rKkiljCghSsuKOrxl9G3oT3tnMwea9uK6hYiZGILMCm9+VWUNYwdMYsvOTezcs1mSelGMSnGFJ1mTCcXDB06gte0AB5r30J3tkN5tUQZSkEJhtB+uJv2fcf2F6ymUaRSjkA9SqHZTGqph3NhxLF+5hO6syBkpOBRy+VRPROLwIlFifgvjV/V8QmqYRLicypI6KpJ1xCKlRENR0plOuXaIdbUltU92FM+7hQiVrolSpB/fkPlMH1Q+K+RV9Bpj4vWGyoEEg0HWb14n7XdXscl7QtLpSwmO4R7ZkaqPD7nikYsIFBH4l0fgSCL1vWD2S4ykoa4G2zFJBA0aIsM4qnYOv155OyWiRr2nkMnn2LV/HWutdhrUEP1iJVw++0c0eXt57OUfsSW/k7ZAM9WpfkS0PCMaJnD+pH/jqdW/wwgmIdeM4URJlvahrmI4QTXIi8vuZcm+dymLlnLJlFtYvuMVXtvxnDQKfDeHpxmYvoZnCs2tRoVWxmXHfptsppHtLeuwPB3TVcl5Hqbwiqp5mtsbef/AVlzDJmunpNcKtRrPb8bUWjHz5QT8MH2Sg5k9+RIaGzfx/Mb7DjmvbFXFlJuqqJ8P/Uv6M2fMuWw50Mgr7z+OkylIkv7eyBtpDMskYJWRiqeosqNM6ncmIwdUsSPdQapzM00tbUSiNQxuOFrW1X9v7Tw27ltFWstLTb3iBNFE0qe6H82LolECehOWbRLKBUlFRCi+C8/J4BllJL0IYd+l0++Sibie0y2JiCWToUsKxCTfIb1o7YEQsbyHpTWiarWobhM5VYTK44RzWVzdxcKXZQnNvI9vmKSNQk+BqONhCFLtWYT0BDlPnEWegKi1n7PQDAfTCuFX1vOZKRfx5KK7aGrvwtZNHK8DXxw5UIKRs4noOSwrhmt2o/th8DvwvRgZ3SBJCtU2yKsiamSh28L7HSBvpAhI3UsQxwgScXLkPJ+SWCVXT/ky+/Lv8/7eA6iahSGugSj96ioJB/qzbsduXtv2TZpt45D4qn4SV9uDrkbRnBKpYRbyHYGJGrAJOkmghWS0L2dPvIGnl/+Qzs4uYlodZ4y6gAVbnqaxo5FIrIOxdScSDJYwb/VjeEoSxevEFPIxW8ivouTUNnQljqrswqAU/Ap8txs/ZNLhdON4EFOj6LZLUHXwRLlZYdJaLkYgQV7USvcKFVEUXySaK2TdBJrSScCIk8kXeiVEA2240hAPY5sRFLtdGuW6l8Qx2rGkKLybiDqMHHvQ3TIwM9iEpQEfNvZToQzjpKOuYHf7Bt7aPA9b1CZ3M4UEWSVIWNM4qm4G10z/Jkv2v84TS35Fc+p9EHI7WWvdpyRcysVHXcmO9nZeWPtbcl6cgJ9FFXNZ68L24+haN2GrmhYzR8RTMcjTYYnoTyd5rYyo3U1OL8NXM4TciIwWWGYWXY0Tctrx/CDteoiAbROjg5SuErJqCLg67eEDBJ1GfL8MKC3I7AJZPNXBtTV0LSHzJNqsFpKWS018ICeNu4Rn1j9Ia3oTdi5MIhHnisk3cP/iX7A/m0Oz84gqkiErLOeJkIUFtTCu10okn2BPwKVbb2egVUKz2kW5kiOdSaAGY3hOJ7pWiCwJiYot8pKEjIkAYcWhjgr6DzufUXV17OpcwvtdO8nmoSRaTr/oQCKBEt7dsYTdW59hb8ijlDjNThdB38VUw1iOjk8K1ID05uvkSHhR8qpDm5BCBaL4XjumjDIYGEaIZIdHe9CWpUkNzySomGT9AL6aIqDuxPIbyGm70L0KakJjuWDUeczf+hzL9yylNBFhbM1MkqbOk+sXgtZOqRcgrSoERPTUjoLeQkAvJ+WnUIkQ0VwsWyPNARSnCkNrwdKTsh9JyM7LiFiHDapuY+ZF2dAEWd3HMUQZWZd4T88AV1fpsiyiBxdF+JdnEMULKCJQROCIQuBIJPWmLxo4iWY9BnHDYFz9VOaOOJevvnQtMVfBEqVC8io5zcY2LKrjpZzQ9zRiRh1Z0pLcPbXqTjoMg1LHwNRUhtVP5qThV3DHs9fSpvkozl4ikTCuk6RMreesyReBluX+BV8hmhh0SFIvmvh4hkJ5tJxzpn2JDTve5I1tC+jybQKaTsjT8RWR6Cu89UKmWwiLy7C5SMpzLEIBE9NXqIyMIm7GGdp/KCMHTGbFynk8teHRQ84R4S03rCDV5cOJhUoZXj2UycNm8ebqV3h4xR0EdEHq/v7IaRYhL0DYNUgFbSZWzeS4CWewdNmTvLt9O47fhREQUQWXkF/O9PGnUl/Xl0fm3UWLvRpTqyTnpFGIogm9uCYcgQb5bLts2CW8pxlDQ3FyiKB/ynOJa0G5kbYKj51fguoJ8msTCsWwXZ2M7aCYjkx+dowsJbkSbK0LyyknaqaxFbB8g1DOIm+EyRsWvpUj7kelcdDttRGLBEkqIZqzXah6CM8C0d7JMzQ0L0hAhNrVTvRcnM6YyTh1CFu7l4laKlJbKzZpkXshEq3DgswZHtm8hxPqwLJFecqcLEcqpBkRN0VQS5LTTfJeG6Yoe4pKVutGyRvopiAmOmE7S96H8mQNV0y6kVW73uPtbX9CbPCZnEXMLEGzc4zoM5e5Mz/No/NuY1d67yHxzYg+CeEubEtFt0NEjLzUyadzQVyRIKtaGF5QygqGxyewuuNlfFujtrKBSyd/kWdXPsTmAxtQ9RwlWhIjEKUx1UTG7iKq6Ti6juKKyiCO9ICLYxea9/j4blBqyzW6CAdMmVOSQ8MSKheRo0EXKqGCfl8RycLiGKJaTVDKNGT5SD9FQBpRKllX1IW3sZxOVEfINypkEzhNFSVBMyhOJVnayYjkdFH/3ItJiYwg4KJJlDA8tKCOk9lOfWQgp4z/Ipua3z4kqT9n0mfZ1racbS3beXX5Y2T9FB5BFK2bRLAvFx99ObtT7by4/k5ybkA+K7I9tgaqmUTz03gpBysZQLNEYnWKjOZiWi6uUUvIaiGrBlD1LkynUDo1p+bx3QQRbGwtTYerEyZEEJe0ahPwA6h5h+5AmpBSWsjDEXFG4TzWRX8Ml4Auenb4pN02LCNCNJulJjaYC2fexnOb/sCmxpfw7QosTWFctIqt2Xba7Twm7ShmGN3SyChduKqF5vUhoqTws+10hUplL41EWsXVo9KIzzrd5EW7QMWQzgORfyAb7BFDUywsP01EDzGhYjrDp57O8tefY33jYrI9Tm4R+agORRk/bAY1wybz+gu/ZVnXCkqVBK7sjdBdyOvwNBQ1g+OZMgJqKDm6nS5MLY7vGnJdMdWcxEEYC4aRxFeFc6FOGhgJxUZkQ1giF0iUFLZ8LDuBFUjJuVgTb+DaKTfx5Oo/sLb5HYJqBaVRUf8sxPLOZoKmT5lv0WGrMuog11YsOlIKrgaK4eDkD0jppiyUQAJdJJobcQw9hJPqRNXzdKoBUA1ihotvpfH9DGbAI5PL47hhuR4UuvlZ+Mrhy+uOKBJRPJkiAkUEjhwEjkRSj+7gOXkUNUpYURjbdzqnjL2YG5+8jLiikQ/7qJ2QMQKUYpEs78uVR93CvKUPEIklmDX6An4z7zPszQaIGe1yER1WfwynjbuGbz15LnG1kAyV9X3ywQQlgQBT+5/E2EFz+PnjnyWaSByS1IuSmZafoypayvnTv8i6La+weMvz5DWfsKbTaeUJhcKFmtiiVJoWkM2yhAZfrOue7kryWBYpZ8a4T1IWKyVsmJSG+rBm3Xye2nxoUm/oNnG1nKNGn0RVRQMlSpIqs4ZFa1/hpW134RM99AQzTaxsmhLFJVJRx6mjr6M91cKri39BixpF1YXWWLBUm4Qeoczoz4mzz+bNpfPY3vwWthYiGUpQF6+nxCxDIU2Xlaepy6IptwmdTnyzhDK9jogbIaXkKI8nSYbKaM267Otaj+ZAn0QlMbMU21Voz3WwJ72dFmcDlcoARlSOYGfTCuLx0STNEvRghLTVjt+1h23ZnXR7oqWOR9TK0yc5ACPcQDKYJGn47Lc8mto2kLb34nialAeIcnXZjEdJpAFN62Rz1/uMDYxiU2odeU+lKl5C0NOkgZEoVQgqtZJIdKabeL97JVklJDERPQrqwkMoj6gEzAjdTp7Wrn0yQiPyEN5PbcQTBFANIvy7ScWVnvrSeLUk9e9teZM3Gx/FNcLkhAcwmyXqdTIodixnHnM9aze+yIJdLx4SX8E2PP0Apl5BTXg05WaMoKbKqjot6b3sSm1AcQpzYEzZNNZ3LSIR7Ed1WX/OHnMFr2/5E1tbdrKvZRtlgQjBYIQD6TYqS8txurpY172TSKACXekm7JYTCmjEY/XsalorSV4gaDCkfDhxN4nt+nQqGXandtKc2guuTTRYiu1npIxIGLau5RJQSumT7EfYjFNiBlHUQoO4tuxedrYvh6CGSSXV4WG05BZRGR8l8wFUtxrL20tj6wq6Mh2SOHVrClVGOYOS4wj2lJfsyDbjal1MGHkx+/asOSSpnzXmHN5Y8SBTJpzDgjcfYWPry2SI4PoZqiP1nD32cra1N/La5p+DHiDq1pIM1BMIxQkno5D2yedb2dq5HcVuQdFCWIToF65hf2oHdfG++IEAOfsAerZQUcUKOIQDfSgNh7G9PFsO7EB1clSV1YNRCqJql9VMY9f7dNtKwZBy85QnaigJVZIIVIqsF0ksD3RsZY+1jZrgAAZXTuX4UWfxys4X2LlvJftadpAzohwdr2Bd2wF8w6BfeSWb966Sxm/WEDkVPpZfxdBoLd25bXQ4OWLUUl9WS1CP4RgRurLv05FpJNWdkTkFItdDEcnIrkiE1XD1ZqrCgznr6MtY37mDZYufwjKy5DSzJyITIOjsoywwkGOO+Tf8zjYeXvELol6QflVj2Nq0lJSVQwsFpIEQpoS+yUF0du5hl76VgB2iVC9jcOUIgiIy5bp0ZvfRmt5Li50h5UUQlTkrFagv60feVQhEArgZlbbUDtoyzUQiIQZXj+H8UZ9h3pbH2NT6Hq37c0TiIRKYrOreSzBgEc3Kd7eUAAAgAElEQVSnMSJDqIwOJhL38LIK3fkUBzp3k/UbZQdh0ymhb/kAutNbKA1UECgtxXNiWOl29nVuol3Nk/WDBLw8teEhVCcqiGgB2tNtdCrd7OvYjeZlULMpMmb8yCEAxTMpIlBE4H8XAkciqRdhXkXUEvaEF1JlfMMxnDjqfG5+/mpiDqRMB9MWFRUCVGoBRgyeyVENx/GHeV8jlCzngik3snzbI7y5cS0BowlXMxjTdxafGH453336OtkxVvU7ZUMgNZSkPFzGsYOOJ5+D+et+TCTQ75CkXniPLMWhMlLO2dNvYuO2N3hj63y6ZUt2FU3WzxeaeZucm5GEUiSvinKawmspZAjin0oW3a1CdWxKo5XMmXQxqc7dPL7mkUNOMl1U5rDB1GNk7Tx1wUrmjDuHdqubZ9bf/aGad0/W+O4m4aiUlQ7jsjk386eFv+T9ttfp1EvQNauQQCtKBGYylAtSEa6kO58m7bURVkzGDzyVwbXDcLJCopLBDCfoyju8s/E+DnQ0oZtJThx5LuVmH/Y7e4lFDEKUESjpQ0frcnbs2MHAQX2xcjplZeWkcyneXP46u1JvUK0ew7Vnf47n33yAfgPHEvajpHIesZIQ+f27eGP7veztzktvfG24hsmj5mAG63AtG1NJE0jU0daymZffeQwzZDBt6EyMYID9nZ0MrBmL7e/j5WWvcv3cG/j1/DtJWRZzxsyhIVHP3pbdaPEITj5INJgkFoGXFt/HltYNMuehNjGA6aMuIax2097dBsGg7MBr2hFsJc+T7/4eX2uSRECQ+hLVl/MtESnn0qP/jeU7FvP6lpfwdFPmhRiCJDtZ6qLDOHPOtSxd9QJrDyw+JL7NqRyGl6Fv+XgmjzyVvG2Ty3dRUVaGb6d4bfPz7Nq9ivKS/lxx/Fe4d+H3KEsOYMLIUxgdmshedw2b9+9m0fKnOGrQTKLRGO+snsfcaefRvXcPT2y7l3w+REhvp0ypYPzQ2cSr+/D0/N9QGq5izODJDKgdR7q9G8vOkaxMsmnvUtZtfZuO7m7yQusu5qioMOJASE+SMKo4ZsLxhIw4jt2J50eoKKlk3749vLjk92T0FH1iA7nujG+wcNl9VJUPJm8ZhM1q4kmbbe9vZPHqF3BUjbzmMX3QKYyqHYOV2UPO8vCMMPvaGunfMJqdOxcdktTPGHsev33uOo6fdAMNJfX8ceE32S4S5XMWQ+Jxzpj4eXZ17uOlFT+WTZsaIpMYPWQq0dIkTek9lChxgsEwa3dsZufOF2nNZYnFR3LDCTfz1KIfMKTfXPRohN27NlBp1BKNRmn19hONVaPZDjWltezc1Ujjvs30G1SHRVTm1GhuhvXr17Ci6Q2E4VYZq2Hi6KnEQmV4VqGmfllJCXu27+GVzX9iUPUYpow6jcHRgWyzNrG/dRfz334cNRbkC8ffyt3zb6esvIq5Yy7m3mdvI0c3ezM+VaZGqLSeS479LC+9/SdaUpuY2PcUagcPxe7aR1oNEYsE2L1zB6s2LqLd2k7eE5nEBmY4hWpV4avdDCidzJUn3cgPnr2NVMc29GCcbi+HagujIU1Y6yLu1TGo/5mcOHoOP37xFsrCMa44+RbufPJbtGS6yPppMBXqwg18cvqlLF29kNVt64l6fZg0bDz9a/tjZYKyDHAwmuPA/h0s2rqAA9kmIno5J489k5pkX9qsTnIulEbraG/bwLsb5lNZNoCpo09jfHA8O5WNbGpax8oVSxg4aBiVRoz73vk98YBN/+gQho6eQ0WiL02dm4lRihbV2bhpLZt3v0lbPicjItee9lXeWnYPfapG0+1nMJQ41ckkOxs38NK6B8AMUBVukN8Z9AN0t6dIlpWS9tMs3/AGu/esRFU7yRD630UiildTRKCIwJGDwJFI6kXCmq745C2duKkzod9Mjhv5Kb72/HWELE/sLeSVPIG8SWmsD6dPvIJV+5aydONT+MkQJw6+kD6lDTz44p2oRhrCPuP6TOOTI67igZX3kXM6iek2qhskGCujf/VwTC/C/KWPs9vdQUkgckhSL6riaKYmjYFLZtzCvuY1rNn3LnlFIajquHkHVRN6Do9GmWzXjaO6sq59xsoRFlpZX1QjSeFbOiFdIa5Xc+Lkq+loa+HFDfcceoKIOuj5Lln+0NfzVOjlnDT207Slczyz/qEPbcKu6Aa20kaZU8Pg+mmcOuFM7njsBrJ+B1Y0TjAdxFY6cdUsBhFZjtEM6HTbGRQzyMnRExg//RSeX34P6/e/hUqMcq0vc0d/kup4grsW/VBW3Thl+LmMGXQUzyy9j3XbXiFh1lJaPZDPHvd1lu9YxjPvPUBXNk1pMsrkETNRvXIWvHsXsUQp1511O2t3vcGbKxbS1rQWM1xCItHACWNOkkTxT4t+ixIKS0340SMn8+DzPyHt7EHU7qmM1HLuidfzyMLHaOpez9xhJ9Ov4Wg2dq5k25ZXaTnQjVFSxnUzP8+dr/+QrmwHnxh9Pkf1O5pXVjzG4vefRBQ6rImO4pQJp9PauZ8XlzxGItjAp6Zew+7sKhYvfoKc004gXsHRQ+YyefBJbNqzlkff+76soiKiQ0J+IzT1wqgsT/bhorHXs37fClZsf7ng9fQyxPQqgkqYfg0jGDx8Ko/M+xWjAgMPie+PF32DMj/CnFFngRHh8XfuwYukKaWBGSOOQ4vX8uKCXxJPVvCZk77H7xbeSkvbLkrC/bl6xq08u+xXbGragBnrYPrwywgHwixYdi+jG+Yyvt9E7nrlB1KGkU3vYmCskhOm3MSSnQvZ2vgOIyqnM3fCJTz8xs/Z0bWJoBKkb7yWuVM/wZr1q1m2ZR5dWppAIIKV92S1qUSglFFDx3H0qKN58vGnaFc2oOkJqsL9OHfu53l4/k/ZnllLv/ggbj79l7y37S2ef/t3ZCyh71cZNfBoph11MQ++9F3ach2MSY5m1rGf4tk3H2B145tEohUkjQpmjziVkdUjWbjp2UOS+tljLuT7z1xBZayBy6Z9jm0HVvKHlU/KTgFDDZ05469lX3cTr697kLCR4ORpV+K7GV5dPJ8D1haSWoT6qgkcM+Nsli76I0tbFpCMDebrJ93LG1seYU9qBZt27kHzfGYNO4OBAwfy8qpHWbd1E0EshlQLA+7zNO7fzVNv/Yxuu5mAUcLk0cdTrQ/loWXfxnArGDFgOhPGT+LRJ+4jZe3D120qK8o5f+qXePjd33KgaSOloVquOO4Gnl72J3Y2rSLteZTF6vni8T/ll6/ehGVlOW/611m6+XFWb3+BLrOOGjtL/8EzmDbsNB548W7qa8LMnnAmD7/2GJ1N62WUoTpWz+zJn2TD9pUs2fEUGSWHY2tEzDymVo7v+IyrP4HZY07jP164FtXx0I0YnV4LcaWMlNsi18JQPkFZsh9Xzf08v33jDrx8ms8dfzs/f+U29rS14pEmH4B+ej3nTL2WZdtfZd3O1xhVfzrTpk3nyfm/Yl/XbjQ1SE2kL6fMuIQVGxby3s6nKQmP46pP3MqjT/6IxvwSbDVObcVQTpl2CS+/+xA7G3dSHq/jyikX8+zax1i3bwOJSIyxQ46nPtSXB975PnEjwpmTrqeTPK8veoK0u4OoW0JF/7GcPPFTvPXuEyxpWkhVsJpbz/oj63Yt5PEld9CVTxP0E4xrmMrMiefz+xe/QdbJcczIKwhHMjz58r34RjexcB0zxp1OIBTjyYX3kQ3sQHOLnvojhwEVz6SIwP8yBI5EUq8K/aasoR4jqPuMqZnOCaPO5WvPX0NcNaW8oVNro8wvZXD9VE49+jzufOlbsiRg1sgzomQap0+5ikdf+Tm7Wzdihyym1s3impk38VbrIiJWgoBnYfol+EEH0YFx1eolbMm8y7qO/dSED50om9OFZlKlSq/hc8f/iKCWpSWzH0+JSBmG1CRrNh25Zpaue4stu1fjGCkw8mSsNLpeInX2KDlcO0zYcCgNljBz/MW0N+3jlc1PHnKWiZC6ncujiUZa5ClTEpwy8dM0d3SwYNvDKB9SvUR0HM2Y3SSzNRw1dA6zhh/HHU99Bk8NYQccYnaEnJ+VRoio7e84KRStA8sPoJt1XD/+GrqUDI8v/h3NTgpDSxL2bUaWjeBTs67i7jd/SXv7Ts6ccKFMQv7ps9/A1ncTsBNEEjXcOOdbLNr2Ls+tuYc0FnFDY2TVZKaPv4A/PXsjRqSOz33yp7zwzu9ZtOFpDK0dG4NQsJ6RJeM5Zdyn+c1r36HJ287wqskkQkmWbnwOz7AJmbX0C1dz0sQreWXDQjbueZPzxlxEZe1I7nzpDvz8RhxixON13HjiN/jeC1/BUdKcMfJKBlUP4RdPf41uxaDDb6LaHMIpo04hFkvw0Cs/YVjfCXx6xrXc8dzXSaV3SG1zKFRJuTaIKz9xKxt3reXBd75TuHdCXqIHCOZTIq2YytI6rpl6s0yUbWvfi2WJCkQ5hICsT2UDBGxWbtvM6sa3uGzM1YfE9zdv3Y3T3sasMSdCMMyCNY+yN7uVsBejOlhBZe1YNmxaQDAa5rqTf8DvXv4+B9oX06eiHxeNu52X1v6BbW3vyeTE6UPPI2SGePm9e6mpGMAZU65j3tL7WX1gk5QmDIv3Y9akz3Hfwu+g6hZnjvssTsbisTXfpEU3Cbk1VPt5Zg49i9r68dzz0q10KnnZrVM2WfN8YuEIfavrSIRDrF+zCidiYKtQHx/AWRO/yKurH+Kt3fPoG63kq8f/hqdWv8Sy7Y9I2ZKutNMvOYZTj/06Ty/+T1pyXZw29FMQUrl//vdwo0EcJUTASTEqPp0L51zHi2sfOSSpnzPyU/z70zfhBvcxvWQusyafz9OrnmX1rtfoHyyRxvX+rj0sXPIEwwdO5ITJF/DUiz9he9sm3EgGJWMQi5Qza8zZ9E8M4AcvfYnyyiq+ftz9vL7lOV5Y+2vZ7bosXM0JIy6koaGBu1+8nW6RJOtkGBgbykVzbmPtjuU8u+yHWH4bwWADI2pncPKwC/nPeZcRNfvQp7w/8WiQLduXS327YSYpLevHhaNv4LH197Fx51uUxyq4aPq1vLzmSbY3riGrQ12olM+c8E3ueu12OtJ7OW7QmVRU1fLIgu/QoScZ6KtMHX8pac/ivQ2vcNLEs2X+xAur/4CXyuMaFmVmkqP6nkG/gaP53YvfoVPdi+KVERCprF4z5YFajuo/h9E1U/nBG9djuBGp91cDeQJ2lFa/jYhWQsQJUlVRypXHfoV7Fv9IRtO+MPN2vvvy52jrzqFp3diBAPVqFRdN/yLz1j5MR9sm5k74gswreWHpb+nSMvLYFVol04acTENVP+5/7ctEQsP49Mnf4tU37mNHx3K6bF/mwQyonMTuru00dTRSmazj6slf4Mk197PhwCIiei3TRp5KjVbDH1d8naG1Yzln6ld4cMFv2LHvHbxwirAbwdZLOXXMefQp68Odr9xKdbyWL5/wAK+t/APPbHgOW3XlXtQ30MA5J36TJxd/i5bu7UwffgWBsMHba16kJbsJxfapCPalqnowy3eupJUmorKjeHEUESgiUETgY0DgSCT1IllJ1pknREgT8pvpnDzmIm5+5jJEmpyJQaeSpcTow8ljzqV/aS1PvfMwihnFF9UTgvWcMOYU1uxaygsrHsSK6kyuncYnBp7F7S98g04jLatrxM0SAsFShvYZwcCS4ShBn6cW/wEzoB3SU2/bLkpQlZ76c6Z+kS3vv83bO+eTFW17tEIFHJE26fi27EybcyxENqmo7yw0yeLviuzMKjq5xjDVLIlQhNnjLyTTdYDn1jz4IZ56FT/vogYiMrG0T7CCE8edS1NHM/M23wdOoSX73xuiGkZnQCHhRhg3cCqnH3UV//HkZ2TdcuFd8i1RbSOGL7z0vktQyRENi+ZbUTy1lEtmXsOq7c+yeN0LWJpovBUAP0OJXsM5J3yFtY1LWL3+WWYNOY3K8jH8cv5/4IVaieTKiScquOKYq1m0+T0WbnlUevdKNJX+ybGcceIX+MEDn6AiOI4rTvseD7/2A9Y1LSaoBKQXziFPv1AfPnfi7fz2tR+xru11yrQ41aEGzEBCRl0MwtSVlHP0gCk8ufZPbN27gjP7fwoiYe5Z8ntMUTvbV+hT0od/m/UNfjj/dtJ+E2eMvljqln/3xndkgl5XqI1Svx+z6qczYugU7l34M0YNnMScfjP57stfw8ql0EIiR8Kj1qzn9KMvp8PO8MjynyFqVgpPvaUZH1S/EYmyN8y6jT3ZHexvbsIWtej1HAoB7GwnW3Yv4UBbC9GqMJ+edssh8V21dQkr189n6IBRTBxzPPv3NpLJtbO3aQcd2d10pl0sax/xknKuPO4H/H7hj2npWktpvJwrp9zBE8vvZFf3ekwlzowhZxIKGzz79t0Ew0lmjzkPI+vw+KrfY8YDzOp7NolIJX989w76lNZy5bTv8v7e91jXtpBut4wI1UT8ZhpKh9J36AR+8fhXSIuuvKqPGRC9JYSm3qM0JEodJgibUYJaDXrUoE8szuS+Z/DCyrt5ZeerDCmr4qZjvs9PXv8mW5uX42vlGF6a2nAtn5pzGwvX3M3uriYumHYD67e9zbJNz5PzVbRggry1i7rYYE6begPrd7x3SFI/d/RZ/Pjp22gzdkspzZwhF1JfM4ynFv2erJrm7IlXsKdjK68ufYFxw2YzbdQp3PvY9XTQRVo3UT2TUMBjQvUkzhj7Ob790g0Ew2G+fOwP+P1b/8HmttX4hk65Wcb0/p+ioqKC++bfjhV0UB2X2shAzpt+He9sXMC7u58mqMXx1CgNpQO4ZvoXuOWZ88ExZSJtdWk58UhMdOJA1UooK2tgdt3xPLrxHpZsfp3qeAMXT72aBaufZuOeFXQraYZF6rns+K/zi7dupz3VypBYNSfNuJ5HX/4+O60mhocHcvKUy3nozbtkZZvLZn6NzbvWsat7GXbWxI9AxM7TkJzI4GFH8ZPHv8xeaxdhtY6g5qGYOZSsyti6yZwy4XK++uw1GI6OqmZRtCBq3iZlqgjnQcD2qK/oz9XHfpufzr+JgFnCl475Nt958zraWy1MrZMuRWVosC/nTf4SL2x/iLa2tVww+7vs2rqBxq5lZIw4OVchombom6xjZN8L+PETV2JEAhx/1EWEDIU9rfvJZDK0d6yiNdVMm9NOzslSGhvE9cd8lUeX/ZaNrW8RN6qYMex86oM1PLbq+4yom86xI87iV8/dRsptx1INwpopowfHlk3khKOu4tvPf5aKcCXXz/0hDyz8GitaNuIZEHSg1oxxxszvsWjz/Wza/S6Dqo5ixuRzaDrQTHPLAbq799ORbqTbbpf5NxnHlQn5xVFEoIhAEYGPBYEjkdSL6u0oNrYTkF7co/oeywkjz+OWF64havu4nthYwiRiA7jpuBvpyu/GyemkNI2oB1lfoUbU29YD/GreV2g1AhxVPZGzx3yKrzx9uaxQozkaGAEyQEjJMCgwilNmXcVz7/6S1mz7IUm9opiyiU9lpITzZtzMhq2vsmjby2QRZdo0WShDVJPI59OETKFfL5yzyD0VNenxMtILLhpTeU4Aw0iT0OPMOfpS0h2tPLP+0ImyvmsVKoCICiI41EdrmDHodLqdHC+tu1cmhx5qRBWFA75OVM1QG+3H5XP/i7tfvY39TY2gNIERFpXsZcMdUVkiqZQx86hTaGk7wO79Gzl75jd5ednPWN+4mbyWA7MbskHqYoM4ceql7Dqwl3XbnmL6wFkEQ/34w/JfktF3UOHWEA1FuGDazby65nVW7XtW3odSXachMZETT/oyP3z0HAZEy7lwzh08+PKP2ZleJ9vNu3qYHBnqzQoum3kjT61+kA1NaxmcPJrpA2cSCmvk/DT7G1vxlQwjq6byyr75bGpcxDkDL8ANx7h76S9Qrb1oag39Kqu5YdpXufON39Ju7eLEoSdjKFEeWvFz4qi0Gs1ErDpm95/KmOFz+cULdzF+2BSObRjL91+/Fd+JkHODsvJJ31CSk8aci60GuH/RLzEUUaIvSNqDuOjoqWhUltZ+kCj73tY/kaOSnGlLiUrEFF05D6C75ZQKmc707xwS36YDq3lx1UP4gSANoVGMLRvMoJrhqPEydmea2Lx3CVt3vEUy1p9LZn2L3732NTpTuymJ1HLehKuYt+kRtu3dTyzkMbnfmSRKTJ5857/w6SOjFacPP4+7Ft0CoTBnj/k6K9Y/x7LWefSJDOQLs39Ec6aTVH43lp1C9XTZfC3r2rS5rSxY/iypXDu6IRp5pdA0k7BRSm3ZUMaNmEVQTeJ2NNKR68bPtjC+fg6vbX+UV/dsoC6Y5Nsn/ohvvXgje9Pv42i2LDPYLzCAU6bfyOJNz7C9YytXzvgKKzbP5+1NC0kHOxH1T0xHlR7qMyd+no1Nh9bUzx71Se584nqaVQXH7GJoYDCXTrmVPbmtPLbxYS4YexXbmpaxcuO7HD3yePpVjuPRBZ8nrUNKrULXUyiOxvjEOC4/9jZufeZs9GiCW2b9kJ8t+AIHuvJ4pkdMMZg96BypqX/s3btIC0PHNShJxLn0mM/z6sqFrNz/BoqokBO0GVQ9jCvGf5kvPnsVEWIMqBjGpGHHyMZ6qe52Upl9dGWbmd7/GObtXsyybc9Tnqjl4qO/xcurH2Rr8/PklBKGhOq4fM7PuOOtq2lqz9Ggm8yd9AV27X+Ht3YtZFztyUxpmMQv3vo2dbEarpv1TdqddlradqNqETp9myh5QvkYrdkDvLDhbtpFwzpRncjYjeXGpZd6aNlQzjnmFv7z1a/T3rofXe9G98owlDT5UIys206JEWBA5QTOH/0VvvfCxSSD/bn5hG9x22uXke1U8XL7sUIRBmg1XDzzVp7aeh9tnc1cfMx30FMp2tOryahRHCOERgbDCtPl7OKF1Q/QmW+nUqtlYNUI+jVMpzxSj2a3yMpF7219Xib/R0M1fOaYS3li1R/ZuHcdyXCUycNPlp76h9+5hxkjL2JI5SDufeMmMqJRlzBKPB/LcJkVn8yZk2/luwsuJWIafOnEH3H3i7fwfm4XvqkScAL0MVVOmPpN3tk6n7XvL8N3m6iOD+ToflNpKBtOOJJgR8c21u9Zzs49q7By7TJJvjiKCBQRKCLwsSBwJJL6gBsgpe9HUROUqQ2MbejLMWOu5EePX0Y2EMN3mqnVBzFh4GQGD5nOPS//nKzZje91ErErCHkteKUzuGDKhSx/537e7XybkX1OZuaYOfzni7egWT6umiZghslb3Ri+R6U5jnNOvJLVqxey+cBKTj72ZtZvfYdl2x+SJFkkPsp60XaUoOni5nKUG4M5c+417Hh/A2+seQDbTGF75biaaPiiyq6zouyNbBSVK3S2FNXbfZEzoKuopi+T80Sd+oRexQlTP0FXc5anN/0GTY/i+LpMOgsoInIh6r0r5FWfmA1pNUqOPLrbzqDwCOYedQH7Ovbz2vrHyfmHrlNvuyZBowPTskgaIzhpzqUcaNnL6yufIEMjHWofWXs7obsoWYX+FZM4afY5vP3uS+xvf49Tj/4Ojal3mLf8YVKiQqEvBC0KDZGRnDP3izy1+Tc0b9nKnNEXoWohHn/nJ6TNPIZdRnnc4zOTb+Dh7YvZtmcBpihNGrUZG5/CORO/wL8/fxHR6Bi+cerX+M0bd7Gl8S3yeh7f0jACOWorpnPd9Jv49cLbyGZczpl0Nfs6tvDEtj/R6nRQZiUpDVVy1fQbeHvbq6za+wYnDjgHN1nG/ct+QyzbhBMqZ6CmcsnJv+a3r99EKtXGicMulsbMH1f9nKjl02WIa6pgRvUQxg+7iLte+zKDasZx7qib+a/Xr2JvOoOlQcjdy+jodC6YfRvr9y/jsXfvxPY9DDFHtHY0Zwi+u5/qWDmnTvkG27cv4OUtz8i5oIhuxz1dNnt/itevmf5fh8R3/rp72Lx9KyUVCVo69pHKtBMwoiRCNYwaMZETa0/lznk3g+Zz1dz/4v6X/o31mZ3UxoZx7bSv8NTaO1nZvIKIWcaJfc8kFEnywNJ7cIxuBgRqOGvS1axY96aUSkyddCa/e/nfOeC10xDpz8XTPsu6fW/wyrrX6FRFd16dmO1SGS3FjAbZ0bweLa/jBiPk9AxhP0O9OpLTpl/B7ratvLrmXmzNojXnMCRxLOdPvYAVO17n5d3PUGMM4pbjv8Ed877EnnQ7jh4kqLVSpw7itBmfY/nmt9jSsYzTJ3ySplaH15Y/Q7fWgu1HiOhZ6gNlXDDrWyzeOZ/Fa5+ROSIBsxbLyuN6TZSEqhnTfw5TBp3E75//Mik9T9oJomotjK6ZwGnjr2Dnus3E+pTQmF3DO6vfo3+fiZw0Yw4PP/YDDvi76FBVKiyXVKw/x9TPYvKAY/jRy1+iKhLi6uN+zE/n30pbrktWxakwa5k0/AxE87xXljxISmvDIkFpJMnlE69hwbpXWLT/Jcq0CI7pUVkynJsnf48vvHAGtepIzphyAU3t+5i/+lE6tV1SylEbEUn832DRpudZtv9p4uYAzjvuFhYt/SMr9j1CTh/GkHAF15zwdX4673vsyWwhFIgzpn4qx1adxEPv/CefmHIlqxuXs3b3a5QGkpw7+3q2b9nKwtV/IhNtLxj1uQgJs4qSSJSm5s24ag7fF5VqQmDuJOAk6RMazRnHf5otO1fyxurHSGuifGuSoOrTr3w4AacZL21zzPgryGtZnnnzl5jxBF+e+QvuXfRFVneuRvUGEVO6GBQfy1nH38RLb/+afc27OH32pWzdsoKFqx4jHY/gBQxMu5u6YAlqsJq9+3dRXq4S0qO0Nlu4SguK4dLQZzanjpzJrhabZ5b8nLJSnTOm3sySJQtY0/w0TriBU/tdgFES49lFP2B039mcMvly/vDYLez3t9KmBqlUfGyjgeP6zWb0wKn8bMGN1BpRrjn+l3xn/i10Zbeh2SJinKbMHMZZcz/P0jVPs/H9hfQpP462VDP7vTQLxl8AACAASURBVEX4fgV9ogmm1B/PmMEn8dCr/86O7kaUnoZoH8uGXjxoEYEiAv9/I3AkkvqgEiFnNJHJqlSZ/RnbfyDHjvs0P3r4SjqEfAWHvpHhnDbjU2zdtYnXNywkpbfKyjNqziOq66TD5Zw58kKqggr3v/ULRtXNZvaoT/DjZ79L1mxE+T/sfQeUFWW29a58U+duupuccw6SkxIUAyCCijkHFBUTogIGgqAiKCqgg1nMo2ICVEQk55xzE5rOfXOlf51TXci8fz0nvJlZzHtVa7Hovn2r6qtdVSfsk2jQiZUKn0ApPj40yOuEnu0uwPeL30WJuBcD+4zFnn3rsX7Xp4AQgm6J0BGGT8lCEiXcbi7LXxeXnX8zdu7aitU7voStxZC0UhG0TTbWaAgPt+UmRhAGG3ts2Juy0x1H0rm3smr5kaFWw0U9BqOssAJfbp7PnXn4b2IQGWo2/D4/iiKFCOvlPAyl0vSB+s1rqEQ9rQl6t70CheHT+HX7n/+qUU9FoLJlIFWVoBk+1K/RCT3OG4TfVv+EA8fXolI6CduMwYcQsv1N0aZFX2RVy8HCJR8iahRgQNPbUKNhKj778S0UlO5hByZVqYbzGvVDx5Z9MW/Zi7DLK9C3xZWQtQC+WD0bMTEKMZmJWtUCuL3b/Ziz5hscPrUMWlJmo75dRmeM6DoaE7+8AdXSq2PcgOextOAX/Lbma5yOHeWCyRRfGprXvwSt67TAOz+/wH2tb+1/L3797VusLPqNnZ5Mw4f8Gq0xvP11WLZzETYfWYb+jS9FMpSC99bMQw4qUGZqaJlaA0N7TcGbv9yPSKwM/RveCC2Yjg83TUfQDKBMjiJNykSPWu3QquEIzF48Bhkpabilx8PYcmgplu9YjbhcgpAYQLvsnhjYfQTWH1qPT1a9gphJRYMmLHLujDoQUcJG/bA+E7B7zyL8sGshG/SOYe90NTnbqL+sye1/iO97S2YCRip69xyIA4d2YuvuxTDtUggIcNeYG7o/jLd/ncSTcUf2fBqf/vQE9sSOICdYBzd2Go1lO7/E2hNrkKalom/9gUhJy8B7K+cjphQjH1no0PAiNKneHKcLD6PEjuHHHZ/zc5whBdGr+aWoltESHy97HqeNozyBNVsJoH2jvkjNqoOvlr8LyY6jNGlBF3WkqkBtuQmu6Hc3Vm5chXUHvoUkF0EMZaJJ1gW4rOMl+HnL+/j56LfIkVpi7IVP4cUfx+JI6UkkRAV+tQy11CYY3GsUlm/+AXuL1qNn/UtQv15bfLXkVZxKrgIkKjYOonPD3rig9a1YuPVtrN/xHRJCBUQhC0ld5zamKUo2mtfrgwtaXI7XvrgdyaCA8mgIEEqQo2WgT5Nh6Ny8G8rLRGw7+TUWbfgUtbK649IeI7Fly3KsP7gIRTiOfD0LyG2NIZ37oeTocXy+bS5qpdXHrf2msbN5qPwwfGIUmUp1dGt5KRv1i1cvQEQsRmVSRY1QPm7ueRd+2v4T1pxcCn8CMDUbNXNb4r7OE/DgN5chH41wZf8bsHr9cmw9uQJhuxDVQg1RPbUphna9Gku3LMTKPQuQldYMV/S5HyvWfIwtJxciJtZCXX8ebh3wNF7+YQKKknsh2H5UT6uFqzregdUHV6Flw05YsHgmiq39qJZSH10bXIy8tLpYuGwBTtlboOoa0lPqomXTLvD7/Vi87AsYahkPraIIo0H948npRw4a5XdFp7ZdsWrTDzh8ag3PFAiJNdCpyXA0rlkPx48fRL16zfHp4rkoiG6BL7Uu7us6Hr/sX4AVh5bCNDWEhDB6txiKTi1H4suf5+BwxTZ0bnwhauVWx+eL5qHYPgVL1JDrq4NODbrAH6iFRctnomG9dujQZig+/uZ1lJt7YCshLkAf1vgqyBnp+GrlK0gNaris64PYuH4VdhcvRtKnoV+9gVBSa+L71XNRLbU6hp8/Glu3/YzV+5bitFGOLMmCltIGg88bhMITRfhi+5tomlobNw2YjKmLH+LWrX7BD0svQ56/GUd4125eiMKKrejf6zbs2XEAm45+CFtKhaobaJTaExf2uREfr5iKQxV7OM3R2zwEPAQ8BP4lCJyLRj0NnwoLp3nyYjry0LJuffTudA1e+nAUdDUEv6KiUU5rXNTtCny68GUcjxUhLJ0EzfkUkmXQ5FyEA5XomN4PQ3sOw7uLZqFWaj1c0vEafPTre7CtAohcBJoKWQkiLTsDWXm1UFhWiEXLF6BuKA8X9rkHxSUnsPPwj5DEABtdSb2Uh4hUWDpKSw5Cs3y4fOBtOHH8NA4UrAdkGsoiw5+UYYs2LFFH3IrhwKnDnBpCQ1/IWBcSlJ9uwxBo7JHARn6alot+XQei7HQllm79HKJqQjciXB/Qql5XNG/aDl8v/gKF4SMQ5UqeoGiINgSzgnO6u7e5BKXRCqzY9i0bU3+0kVEfoj76CZrQKSIk5aJ9kz5oXKcV9uzaitLIYYQrixAKZqJm9XbIyMrFiq1LsO3QGsiajMZaM/TsNQgni45i39F17HxkBuujScOWOF6wG0sOfY8U00b3loPhD6Xhq9/mIiZSVCEdGSkCbulxPz7ZtgwHjy6HYinQ/RaapbbCyPNHY+KCm7nH8xMXvY6lRxfzPThVXgDTiCAjVB3NG/bGur2LsPXEGgSlVAxtMxg+VcPKfes46lE/MwcpNWqjOurhRPwQ1u7+EZ1r94AV8uOjtX+CL1IEy5eBBv7auGLAM3j3l4dQWn4K/ZvfxpNuP9v4IiQrBbo/zp102ue1QuumI/DqD2MR1HR0ye+Njk3Ox4a9+3Ba34d0fzqa5DbniZulZgyfrXgVMd3gSb+WTIOociGKFTyleEivh7Brz1Is3//TmdtztjFPP9PWSG79h/gu3fs20n1N0KnZQNSqXhfr1/2EcLKIJiMhL68+r+eDX2bB7w/hun4T8NnS57CrbC8Xbl7e+hqE4xVYd2glEvEIejbqyff0k7ULeBpuOjlFuW1wZY87UFp2BJ+seQcF8YMQ4wpSBCA3pwEubH8dth3ciBMV2wHTQr2MFmjcuCm++fULHCk7Dkk+DVPOginZkPQIsoRcXNb7FlTGTazbuQKaXYZgWj3Uy6uDfF8mimJl+Hzdu8hPzcet3cdh5s9jUBgpAvVe0oRS5Gl1MbjPXVi+6QfsKliD+imNMbDXDdh3aB0OF22EbihIS8lDy/pNkCHXw5oTv2L99u95Cqss0yAnHbZdDp8cRIsGfXB+q2GY9eFNiCtxRJK5UP1xKEYC+VpLDOl7JRpk9sevu1/HN+tnI6DVQqd6l6B+zQbYuG0FwlYMKWYSgdrtUTfHh2W/foldkR1okNEWtwx4Eq/9eQIK9GOQ7ShSlCx0b3kJFEXBkrWfICFUIm6qqJNeF1d3ux5Lty3F1sI1kGPU91NBjbxmuKXDPZjw/TXItpvi4i4juZf/mt1LYSkJZATy0KBaK6QFFRRHDSxe/RF8/iT6tL0aFSVR7D6xHEcrDqNGIBdX93scf1oyCaejOwErgMyUAC5ocgXSqjVDcclufPbrHM7xl81M1E6rj4t6XoFde3bjWOkWpCdDSM/JQ816dfHT6kU4WrIdgprkmQS6qXArYVWthF+wkKE0QdcWA5FfrSb27F6P0vJCWDiG/NTeaNu8K4IhH/YfPYilmz/DochmqIE6uLHt1YgpFlbvXIlEQkeGJqBNg05ISW2EZRs/xobSVWiU0RYXdx6OPbs342jJXkiShtxgHTSv3Qhf7vwUxSU7kRNshAHdbsfxgqM4cmwloskwMtJqolmtdthbuBNrdn+F3LR89G13AypKwthR8DOKEyfRu9EAyKE6+Gbly/D5wmhT82I0qd0OW/bsRFHsNNIoGlqtJZrUTMEPSz/G7sQuNPG3we2XPI3nvnwcp5PHKTsUCuLIDjbEsIvuxKr136CgaAvatrgITTPbYMWOz1EWTsJP0YPMpqhbsy0+XT4DxyLHoHrpN/8SW8Y7qIeAhwAxhTTjRIMgJbnmkoZpSkICaVIWuje7HCM63Pr/wSTYlCT+B5tFszUtERANRPQElu37Bl+snEHzCZ1i0SrG+r87BAU2Y1YxFJWGT2WiXl4NtGrYF5/+OAuGokC2VXRo0gW1qzXE9z++j5gch6kmoCdkankM28pApVyEulJzDOw4GNsL1kFOCrig46UoMSuQZmQ4TLlgsIFTFDuOfYV7sfHwciTlQjSPNUf3jiNRLYf6MdOo8BAXg+o0ch4KSu0wNqxdjNOnTmJgr2HIDOXDsCMQFJ2dhYgR4imZMaMCEaME3y79HGGrCDoq2fD32dmcskKTSanQUrIUhHwZ6NDiPMTDJjbv+wWSZiJpmtxqs1HN1twScOHPCxE2yiCJ1C9edMaqWzFUC1RHywbdEI5VYsvB1Uhaf5x+Q0lAlh3lYUmWqUI2ZZ4O2bRmW55qG/LV4r7nmh8oqSzAmq0/oaByBxJCFJT9nSVYqBbqhg4tL0YgEEJFRRgpKSk4cnItVmx6H2E5iJCkoGXtblD9Qfy27SuecuoTMxHwCRjYfChWHtmBY6c2gRy4pGbxNND+7Ybi7Z+mIjvYHGP7TcXcX6aiaZPWUP2ZEA3qGqTi4L59+O3o55z6olkhNE1vhk4tewL+DBg6IMeiWHt8MUKxTOQ1zsG+gs3IQDUkRRHrjy2HEC2GpaYgT8nEwO5348uVL8GyE2hd43xIih8/7/ocsqkiIUfhg4/bD9av0wNfrH0dspVEDaEhcnOyUK1mR2jpGkqKDiB8qhR18hsjIgn4YeNHUCldihokkiOXSIEghJGRkokerYfj+MltWH9wzRmW3mXrz34X0uXKP8S3knKzrRDygvXRpXU/VMuojUhMZyO6PFKKgwfWYG/RGqSmZKNfh5vww4o3USxWQDZFdMrvguYN2+E4OTzrVqJJbmPu4b9s7y8wpASClga/loaezS+H6gO+Wvk2Ku1iiGYAKbLGaWPNslqjebMLYYoGv280dZjaDG48tASGlg7D2g/dTgVEEYoQ42hMnZw2aNe2N6CKUJMaImYce/f8Br+polGznlhzcBVKTh/EkPOuxmfr3kBZrBQJS4YqVSLHVwPd2gzGtgOrcfT0XqiCiPxge3Tv2AeCSEXBCpJ2GAcObkR6MAOFxknsObAGuh3n1pmGacI2KxBQU1C3Vjs0z+uCb1fMRFyM8nRjw6pwIkF2Phd19m42HBuPfI+Nh5dAt2ykyzlo17g9GtRqhUQyABUnUSmmY/3mr1FYvA8RVUa6nIvB543Ad6sW4GTiFCiulyalo3HdDpx+t3XPCo5WUVecbH82+rUYiPUHNmJP8XYELQW2IiAjLQ+Dmg/H28vnQ7XiaJBbAy2a9IDmq4VYwoQslWH/3pXcEKBu3W7YsGsZCos3oVmNrmjTpA8KKw9g2fovOW+/f+/reL5CYWUBVDkNkl2JhtU6oV2rAVi39TPsObEPpi8Vup5EwE6iQW4znNfmfJhUkGrLkPwyNu3diNU7foapRCBKNIwuCEXwIyGEYVExNPWuN1SkaRloWqcNWtTvBL+QAVMqR0DKQ3l5Ic8hyMmvicPlu/Dr1o8AVUEjpQU6droUhqjDTogQjASOHN6JlOx8HDm9A9uKdiFoU0esTmjTuCugUOTTBxUy9uxehu8K34AYrYkUJR0t6nRE23oXwC/bqKg8Ar9SA3uL1mH9juWIo4Rbktav1hbtWnZEUaQA67YtQ83UhvCnVsfybZ/ClA4g1W6ODg0HoG7d+kgYMWiihHBSw8ZNn+B4xT5U+ATUkuvg4o5XYcHK91EaP8kDuFICEgJCNjq27Id9hzbg2Okd0KR8DGx1E7Kqp6AiKsJGISKRY9i1fweOVGxDedKCzPLB2zwEPAQ8BP4FCJyLRr2lW5B9NqjLDHUzEW0RQSUXZfpBqD4/tzczIgloigTbDsGQSmFSX3gAdjwNvuBRhC0LISGVB0GZqgxL16GBpnyCC0w1gfLiKZ9egU9K4dCyjgSzUaVSDIqQxwWukqKDRp4Ts66bYccYk7NhWYWwBR0+IRPQfVBoYJZospEuiCXM7NMAJ7oGGj6lm2TjiKzg4/EYJCrWpVx7g5SjwH2fUwMZiMcMmFoFD3tRVT+vn/o90zCfqJ5A3CZMqCGmAkgiJMGAkBSgIgVJy4QlRmH/lY5pIcHi1CBDUBDVRR6NTp6cmZAQFLPhCyYQ0HJQUlLGTo0hUF8fEbbgByj8Hj/NaUGyICHol+HXgiirSFBwHpaQRMKKsdLTzBRAokFdRRyhoD7XqiQgoKcj7rNgCWUwqKe/T4Wc0KBZGYhIh5FdrSZG95iIWYvHIRE2IflSEdQMlJWXQLATiAoSRF8IphmHEC2DaPngz8iE5DcRLTkOXchA0EzliEVYp9qBIORgCHGpAqpFzpYJDQZU1IFOE4eRgGL6eMovAtS8phKQTIi2Cg0KBCUV5ThIHfDROvd8FFQswenySkhSGjTJQK5WB907DMHeE9u5RaAhUfcXQBANwHYiIoogISNQH2WVJ2BqyT98k0098of4huUwVNgQYgmkKenwa+lQfH6URktRGSuFKqQjLhRDRhA+szqSUhEiUhSSZSIT6YCVCkOLwDBjnPpFkYWEYiBOk0W1EPwGEKV3UEyBKEZgyNSWUwR0P9JkauyUgCykIBBIQSjgQ3HxCSSsMHQliYhlQk5KUDWaKmtBsMOQbR2yHYKEDI4mBIQsVApb2TBUEimw1ATC9LyIIfjsUu50FDNKIUhBiIhASJLTWRsRvQCCDOjqCYTkHEgJgYtwIQdRVHEQkKKQrTQIShpiyWJ+5hQ5CMsy+VoFS4QqpUFO+GGrpYjYUX6TZI0MSx+shAJVNhGwBMSoUJ8cecuGItnM5Kdp2UjRqqOy8gTKbQumcAKiHEC5ISFEqWxxC7qUgGkLbARTEbhgByHRRFmTpizbPBiO5ErQTuHCb13VoVgSBIXICBn+WCoq1DBH4Gh+BdUskGMiSz7EI1GYRgy2JkK3BSYJ6H2S9VSOmPhTRJRHKuFDCgxZgaiEkUxQyEji6b4Stf40FYhSJSK6n+xxyGoCgp6AZgmQdB8ygw0BfxTl0Rh37YqaNFHWYCeFolG0HluiidjUaSwAQU4gaZYgoCr8fKRo2ZAUE0YiAtMsRTxuIC3YCA0bNcKaLUt4X5JZqpQDVTOYtIhHK2HIBYjpfkCmEl0aIneaW2P6pVxoIQm6rSIeJaKjCIJqs2yFIUIRVSZcZFWDKCooqSiGKJowRR06yW1ThiYAIZIXNBDOoNkgUZhykO9HPFkGn5WNgBSCX43C75cRjdiIxOi5CNN4OESgIc2Kc6SqWCqBZAZZvotCHHaSXI1MQIrBtCoBMYBUqRi+QAZktRbKKk5xhJfkdUw0YNqZ0BD5F2hy75AeAh4CHgLnKFNPbDexpzYZX6ofZKXGYxYkn82TWWmiKhnDtpyEaORD0qhIVoQhJPh3WT4O00iHRU0mhXLObTSJaLIj0AJBmIk0mEYF59lSu0RBp/aNSWYhTSsFMXknJCGFow3UvcMyVEiiBt1IQBBkKFUGvqyIrKRVOUjELCwjwcZ6RAlyS04abU7GPn1OxxZskyfK2qQQKGIhOi3/aB8y7MkhIMUUQ5gZPUUjVtCGJhqIR0shEyuuW0iRVL5e23Ym19JGPcEtCwhqKnSazvQHW9CqhEWj10UFFWYF1IAEyxTIzIdgR+Hzy0hGU6EKKYgnyzmVhILNFF2AGOFuI4pkwUgmEFBS+F7IPgExWgMUyJbJrTttW2aDSpJpPSZsS2G2XTAtNiCpQwr1MU8A0MQAjLgORTMQyq6BB3o+gxnfTkI0XsYRApVYzmQCKjL4vlvwcbSBjisLWYgR/ohApjH1YiGvPWFaEAUBkq2yc0GOm6UbVN3JbeWScWozKsPnJ4ejnNenKBmQ7BgMIwEzaUKWfTDsOAQ1gRppbTGwyw0oOn4cW/Z/zfeXjJIG+R3QtmVnfPnjyyiJHQNlt7vBLBqkRsfSZAWWqUAQDI6w/NFG04r/CF/LDgAGEKBjJssgKTEuuqbUCNNSOaIU9GlOa1PLz06GbuswklGkqwHOiVYCAt8DwXSKwMkQpeeZWO1UC4gHwtBj1OUkyG1iI1IYtpEGn6HDgh+2rUNUonxtihTijk8JMwrFp3BEgIxQw0zyLAaankxdn/QkuKDXpPfZLuK0EDLKBKUIBju29M7GEZQzEEuehm35IStJqKIf8agKSa2EImuIyBKQqOC5nHQPaZqxKUURi8cQErN5mik54bZNswBkp/uUSY6WxO8IOWoUpUqYCQgStWFUIdjkwIgwUUoHZcc/krSgBUgO2EjEw46sMIEEPe9BiVusWnYKdFOGIkcgGWGoih9GUuLzUo1PMuEENVVNgG5Z/L4rPh8SiTgkTeZ3jqYK0xoN22aZQ/iYdpTbTZIZ7ZdTEQ7HIYgJqJqNiG7wuy/LCvWogihosI0kFEVlwkOxgHAQUJMUoaAOTRqSegR2SEUwFoZlhfizmFDMMlEWsiHbFnxSAlbCh1KR7he1qKRuXTKS8RgEQ0BQC/E7YcsmNCUVESOGhFUCSQJsIcRymhAUKUojkPFOrqDO16TrFny0PsNmB1OGHyIX+udAkgXE7P2QlTTEdRs+msxNPQaSJEcDsJUoknYpd5QySIYYOYBYAL/qgxGTIPsqYZOzH1Pg9wcQNksQVFORjKv8TNtCJXQjBp+Y5eSzyzSiIc7Gu0rvtyFAplfFPgFNCiJp+aCJFkwrhqScBd0UkKbEAaMcYUlEwErlv4kS1aLLsAwZiirx80/GvoosmFaEnyeSxYlEEqrfD1PQIUo2RAozepuHgIeAh8C/AoFzkamXiN2NU7qFyGw0DcnR9ThkQWElQYacYVNLR4mNaocld9hnEqnkDKhCEFG9HL6QBCspcdoIsURcAJoIcr47lErETBmwc6AGTUQTRewUBKh1mmZAN+KgRgWkeGVN49xxYszJaDUslY0hcj5kWXAMeIu62igIG44hQQKclLulk7HvGN9k5Lqb2/2EhD9tdD5m76klJRvS1PJSR5BGvlDxrxGDKduQDQWqJPF6yBEwJBumHYcoyI4ByyWS//1GA3Bg+1jRiFISlbEIK2laRlwvhkIGs0mKR2EWPkY5v2R4a2RwJGBZQWboRJvuhcjXTkmmouxHIiZBVSNsJNoSpV9IMJPOMDFqk2kS30dBBlNndpGMKzL26H8y/sloCGVUw+3t78X8FX9CWayAr1uh5QgRKGY+JClBCevssImklPV0HjpjogKWHQKkCnYANCUNyViSp/9KgsXGU1xPsjJOGhYbE/S80DXJisEGh8jRBXp+6FkxYIkB6IjCSiaRpVVH/fy26NJiKE4UbebnK8WXieysGti2Zw027vgOYlBHzHL615NBz/eQ2GtZ4SFn5LSRoeZurvH/lxltaX+Ir0KDzGxyEMhp0jnSwo6V5EcyIcD0R6GZInyCzJ1mTEtD0rLho5x9Ss0SySHSue0qGa8UHSIW268KCCdLIRI77NOR1NOgWNRyMxNJ6zhspDrPtUjtWslgT/A7KIjpiMUjCCjOPSWnj0xecmJFWeP3kt4hv6pwR50EfaKnw5Ysjn5pkgYJdFxAt1OcPt52OQSDIkNkeKuIUzRKjUAwNcQlCaKVgF9Q2UgzJZlZeTIoiYWlZ4kMTLoH9N7QRvhw/YJI98WJotEzQddDjijJEQNRiLIO2/Q78xlUERFyatUAbGK7TcIbMNmopXdTYdlETmBMj7JRTc8YOcjszErUttbkc9A9J4OesKMcexqUR++9YNIzSPKC1mZwCpRfDCBOhp8QclrX0rstO04KyTEycBU7B6KpQpDL2cklA9jWBe6fb1mlCAez4IskkTTLIAtBXluxGEF1Ox1h04RGslOvcIr54WOcTD0KTQHCST9sIc5RCz0Rht+XwsSGTp24/CEkE6cdcoMMb7schk5yuQZjbss0o6GA65BIxsiSzM4kOXkUEaVjVFhFCKoZfD4YWVB8VHZbyk4oRUAD3GEnAFP0w0jQeXVIPoqoVUKW8xGniGgizEw5ydw0LR3hSAlfo6Zko9Iqg2QFOKpggDrjkCOd5Mgi9ADilh8h6vKT1FgfRBIx+PyZgBjjGoOwGEeQ31UJcZEiVibMyjj8gSxQMiZFssiAJ1KC763gOMWmTe+iAcHMhixaLFt1Khi3BAQCQejxKD/bpDe8zUPAQ8BD4F+CwLlo1JOyE0nZUt4mMy0qonoZh/BpsA8ZyIKawn3sbek0hASxrSRYZSSFU5CMfEAvZ3YW1EGDu4yQYWDAR4rKVmGrAmJWIUQxDVY8FZpWAcE+BSWZD9DEV6GMDRFi3uLxOIfhyQAko9vST0BWcqHbPgiqCUOoYGOGQ9OkWMkQIcNBILZLhFFVgUBsJG2iTW0gKepgsiJixSBazKYSw4hkCJIvAcMKcwhfNTMg2D6e9JgQKyBZKiVDUMdCViaGTManDkVQYdOozr+yxYnpFYohIgaflMbGgbMei1MeyCC01BJYKIVp+YgL53WRQUHMGYWzTaIsbWKhwcYLGcWxRAUUQeSUBDKUImaE0wOEhMD9+ompVLQ04n2BWJRrI8jwJwPdkCzYYiXnipOh1ElugS3GathyGDErFUikQAkWwdIDsA2Rr90Wi0GJAYpZjXOvTRTBtrKRMARIfgUCGf5Jkyf5kjPoIyOQBvlSpMdOQ0QvQaoaQtKIgNhxP/XCNmQkFQ1CsoQHidliGiLJSqRqIdixGIKyCtVnIyezLVQ/sfhAQfFBnKw4wO3+aKptCuHHURfqFBKjhTrOnUzpE1SV4ftDo54Y3j/Cl9LIIBtIUvqRlAoJabBMaqEaBaQwSkxAjcsIUAclLQFbSkciQuw/GY4JmIbCxeammUTSSnKKWIaWys+bjlLoagqEmM2pBEm1An6zDgKg9Ig44r5UKFR4KobhE+vDEBVE7Z3sS59XswAAIABJREFUFASN2jyorMy24VMpCkN1BeQ0qbAESvFy0jiSVowZd+oIRZsP5DyQoVuJuJiAYqdBFCo5j58dFjL+OWOpBAoyYCgSJA64CNDNGE/3lIV0aNRRyDqJuEQssMbvGdWtOKkSCgwaFMEpUSJg6vCpMsykyilSgpjkdBYaCKeKAnzIgGSRUW4gKca4voXJhmQStp/eSZNnFdBMBAWFEIUc6GSMWgYEyeR0NXauFb2qboYcPbBzS+N0k2qMn2ENQeeZJAfdjqJCLEGaVZsJB10uB6itrZEOjVKS9BinJVIE0ozabBiTA5pEKRJJA6laNVgUwTRPokhuhBzTgCkegCikQrAVFKoJ5JbXRiR0iodImWENCs1/EEogaCpMXeXWucS3S4LADopIU5YkGQkrCUPRETcryK1Amq8O9EqaKBJBQPMjHqHXOIYECqAYmRDJmRJDLLt1O8HvHGFOzx9FN2ieB6UpkkyhZ90wfdCMXAjyIaiJHCSUCJLacRhJSsmqxb3vIZTC0DMRUuLQ4z7HmJYqYZNjaqogfsYQwgiaGmT6R9E4O8yD9CxBhywluWZJ8KUhFCiHEM7k66XUTVtKQ8IuhqAHoKfGEIzqkIwMxCUik8oQtDOQFP2oMCLQbGqDmoRAkVp6PvQ4R6uY3BCp7siAbKdAsmwYFLVkQiIJPzIhJG2eeu5tHgIeAh4C/xIE/hVGvQ4DEmRWqtQz/dc9X+GTZS/B0IjJS4UpeELtX3IzvYN6CHgIeAh4CHgIeAh4CHgI/J9EgCKYRGbrNmW06JAFEYrlRxq1HW/dHSNbP/j/4fI3dL9xSCpKHaZSoxUHvsanv81GXI7ANFK4Y4a3eQh4CHgIeAh4CHgIeAh4CHgIeAj8cxCQqV26Td0dnYwKGSJEXUSaVg1dWvfCVa3v+fuNeurkQlFmiAIqjUr8uv9b/Hn1m4iJVKAZQvCvtLT851yadxQPAQ8BDwEPAQ8BDwEPAQ8BD4H/GwhQ2iTV0BnULp0ySCn9NCki3ZeD9q264Mq2o/5+o573IKPeptZ4UWwtWI3VexZxEZhghyAL5f830PWu0kPAQ8BDwEPAQ8BDwEPAQ8BD4N+AALUephpQMuqpKxelzdjUGl1IQYPajdGv6fV/v1HPw6co/8aiDi1AhVGEikQBNI0KrwKcce9tHgIeAh4CHgIeAh4CHgIeAh4CHgL/LASo+yH3guMOd7ZNTR1sGHEgJZSFNDXl7zfqqZM1DRPnLhO6iKgRRtIqhUitUqhFmd+bqPfPun3ecTwEPAQ8BDwEPAQ8BDwEPAQ8BASax0MtdmlmiUKTTKiVsgjblKGKATbs/+v2Vwtlkza1bnMmEFLjubgeR1QvgpmgvsIaLJqO4m0eAh4CHgIeAh4CHgIeAh4CHgIeAv8kBCw26C3DhqzSvJYkt2KXFT80LQhNTPv7jXoar0QTDqmzuU0Df4Q49wA24hGe2MdTPb3NQ8BDwEPAQ8BDwEPAQ8BDwEPAQ+CfggBNwuFhhoLEKe/xZASmSdOsNWhqECnqP8DUOxNNaQAPeEpkTC/niX9UhcvDm+gP3uYh4CHgIeAh4CHgIeAh4CHgIeAh8E9BgIccSgJo/rgz8ZqmrUts5MuyihRfzt/P1HtG/T/l3ngH8RDwEPAQ8BDwEPAQ8BDwEPAQ+JsQ8Iz6vwkm70seAh4CHgIeAh4CHgIeAh4CHgLnLgKeUX/u3htvZR4CHgIeAh4CHgIeAh4CHgIeAn8TAp5R/zfB5H3JQ8BDwEPAQ8BDwEPAQ8BDwEPg3EXAM+rP3XvjrcxDwEPAQ8BDwEPAQ8BDwEPAQ+BvQsAz6v8mmLwveQh4CHgIeAh4CHgIeAh4CHgInLsIeEb9uXtvvJV5CHgIeAh4CHgIeAh4CHgIeAj8TQick0a9LAkQbJn73FPTfEkBLMuAKKowdcCSdKf3pihy/01d16EoCgzDGWpl2kluvk9/8/uDMAwLgmDz36l/pyBQc36bj03HoRacPEZXoElcJu/nHkuQwN+xTer9KfH3TJvWIiKZTEJTfHws2mRZ5p8TicSZfvzuZ/R9XptpOsfj89u8Dx2XPqeNroX+xuN9LQt0fvrdPQ6dk4YL0O90Te7xaF9em0m9SemanHW7swHo9zPXJFDPUsIjCYjO2umaFUU7gxWdmzCl89ExaY1uz1Pal7Ci77jnVFXV+b3qfvD3hSpcTVobYSPA0C2Iis7fo99V1cfX7K5HlJ21u/fB53P+7jyozr0mKDVN45/pmpxnQeb1xuNxvsfe5iHgIfCPIUDvMfU4VhRnIjgsCdFo3JGTss0y7482kmv0Pqs+BYkYTTPU+B01zQTLcpJf9N6ekQ9V8tNI0jmVKllh83usmyTL7Sr5q/HP9P47cpv0QpXMFsUzcjSRiMHv9/N3HXkh8vdJZrJcqfqd1nm2XObeznTtVbKGdUJVn2fSP3xO0WbdRLoDounMYoHCEhQwWF5Lglqla36Xma4MJ91A+8iyCF1P8MRHWpMsOgNjWOfZcfi1AK+NcDpb/jIWgsHXYhnOeul79L+kkPwn2aowFnQuVy67ePExLZ2nTWqaH8mko8sIU8KN7pmjYyRIknMvHL1B54Gjj0xHZ9H6aV/3PjnyN8p6RLAJO0fP0Xdps22TnytYzue/z61xdBet15H3CZbvtA5XV7r6NhAIIB5P8vU7+Dj6ybkG537RP7pu1y6g3+lYhBE9F64e/MfeDm8vD4FzG4Fz0qi3SYDaMjfKp5eWhBBNxiIhZlsSBMUxgB0jnQxUUhiOsexYqM7PeoIMU61KoNjsGJDgoSb8JEAcY9Axxml/NqKrnAVXUNDf/qsQ4Kb+5u+KxRVcroB1lQkJJjqeoyicgVt0fjq3Y5Q763aEJwl5x6B3HA9H8LnXSPvR90g4OdPCHEM/EqnkY5JAd/cnoUmfnX09rESrlCcZ0vQ7KRZSrHRMSSCj2MGKhKorcOl/+ru7XscZMX8XqpbuXIPgXI+rFEmAk4HufkZKgiCgf6rPuW5aJ91j5/jOWhzhT/fKUVak6N21OI6BDcNKwKf6z1zv2Rh5g83ObYHjre7cR4DeMyJGSMbwz7qIgmMnYFo6srPTEQwG//AiHGOOpomTk69AlnyIxWJQVBqIkoAsamdkk0sWuA47vb8kE0gG0ebKNZIVJP/on207ZIxrGLpyzZVLdCzHuadhK45cIhnhGvAkJ12S5Gyj0XUSXDldWVnJx3B0hkMikexWFD8b8C555BjxDnEkSA6xQddxtuH6O6HiEBCOIW6wk0DfJXnGo91ZVzjklGsMk3wkI9XVebQeR04KSCR01hdkrMYSYd5fkZzvslyvIoxcPcnHFB29oicMBAKhM0Y7Yc16U9d5f3I06LqceyKyA8KyWnT0moOX4+wQ9kR2ufeR1kDXQ2t1dTMdI0pT5RXf73qhyhCvUtxVRJTjjLnGuXvvXJLJdcrc++7eX3acVIkdCnejc59tJ7iG/7n/Fnor9BD4xxA4J416UbBRXhrGyRNFzsvPzDt59hJEQUV2XiYLudTUEAtvYrXPGI/MuJOgcdh2VSb22TFoSZCTQHP2qRKMpmPUu6zvsWPHmCWoVq0afL5AFYvsGKfEVpCQOH78OB8zPz+f9yV2wWW06WdyQmhzFYEr0M8wzTzdy1ESLAyrmPCzBY7DNDgCiVigU6dOgZRMJBLha8nJyUFqaiqysjJYgdL6iWVhBgmiw+RUOSmuMnAFsW067AoJ4bMdIhK2pCRI+NJGx3SVrns8+txlhs6+BlLapOxpncXFpcjLy0NmZjozbYQ1C+S4w5rRZ3zcKsfIdYroc/f4riJjAW47jJWrXBN6/AyLdbbSchSdzUrV2zwEPAT+MQTI6GRZRxFJirwlBezatYeZ3AYN6yA9PfUPD0zR0YqKMnbqiVg5cvg4y+NatfOh+UV+712io6SkBBUVFSxLiYV1jHBir4kJd9hc10AmI5PWFotFWP67xqJrrLuywI2uunKXjunKEyZcEo7x6bLBLiPuymM6r2tQuzrEIV0ceUzkhyhaiCdjbPgeOnSM11mzZnWEUv2IReJVxunva6dzuTKVDGW/X2M94Z6b/uYawm4E1mWjSbaSLnKZ97LSME6cOIFwOMzyjuRuekYqatTId9jwKkLEiWo47DVtrtPjkiembv3FhHdaz18Y/xY5DQ57znrCNvj3s/F2LPvfI6OOIe9EH+g6Dx06wveqbt3aZxwA9566hJlL2rhRFXpuzia53Cg8XRcdy70e95ocp+N3540IJhcDVw/TOVwHziN+/jG54O31n4HAOWnUE1O/f+8hTBg/qepFNCFRWoYtIhRKR43aNdCtWxe0adsKGRlpbIS64UYWFFVGtWvguUrBFWZO6NNhm5k55xCxgpMnT+KRRx5BnTp1MGXKFA45k/Ckf3Xr1kW1atmsgObMmYN9+/Zh3LhxaNiwIQswEmTkLDADVJXGQ+cnYU6fu4LQFd6uAmEDGa6ycNOCnEgAM1ZJG+vWrcP33y/Cjh07QEqQzkXr6dSpEy7o15eFOV0TCV2KaLiMzxkjvirU6TLgzrGd6AQxG8xAxZL8P31O6yUFS/u7ayecXPaE9qPQLTkZ69dvZAO+SZNG/N2lS3/CBx98jMsvH4JLL72Yj+8KawcnJ4LgCmQSwHTvXAxcAe/+/YwgNpyQKh3DFex8HNEJt7rHZOF9FlPzn/Eaeqv0EDh3EDBNivQ5RhwRAGTU7969l436Ro0aID0j8IeLZaMNDtGwY9tuTHp2OtLTM3HzzdejS9eObLDTO3z6dDHeeecdlqU33ngjOnZsf4ZscdIInaigojkROjKgXSbZTbs72/h2f3YX5xq1tA8ZxnROljVu5LQq9ZA+ZwZeclIIibF2nQA3xZKIkpKSMmzbugNZWVlo2qwhM/Unj5/CmDGPoFHDJnjq6SfP6CJXVrrEiutAsA1sWawX+BoFh9F3xrg7UVGXvHBJCteRoFSZ/fv346cfl2Pt2rWsr6LRMGrWrIlWrVrgkksHoX79+vD7HcLK3d89p5t+QqQIbawDdCc6TffrbKP5jDNVpSvcNFA3Cu2y5fw9g2SwgI0bN/O1tGnTgnEuLCzC2LHjUK9ePUyY8CQ7iq4ecY1td42cXmM4aTeknziSW7UxGVcVmad7Rd9z1+9+7uJ3tiPnHuNM9OBMhMNxcrzNQ+B/IwLnrFG/eeMOXH/dzUhNTUfbti0hKyIb9cQCnyg8zYzEmDH346JB/TmFxkmfcUKWxHS4QuPs0JvLCLsMNQkjh4l2QrnEMk+Y8BQzLk88MR6VFRG8+eab+OKLL9iAH3TxhSguPo333/8QR48exe23346mTRufiQRQKJKO57IvrjA6w0BUGc0knN2cRJdlcB0RElos3OPEuMtY8dsqvPTSLDagSTjWqlUDiWQMB/Yf4ohBr169MGrUKFSvUY2Fpst2u0LPFcL0u8vCEFPl5vITm0Kbi6HLyNN+xNCQMnSVIyu8Krzo5zVr1mH0vfejX79+eG7aFM6nXLVqFT5a8BkGXtgfl1wyiB0Ql1l38jSdPFPX0XLXdXa42mWXmCWrYmboZ1fpkENGyoEcGXIkeP1V7A6zd55R/79RVnnX9G9CgIx6sqOc/GcJyQSwb+8h6EYC9erVQlo6pZ/89xsTJXqcjfqVv63DPaPGQBIVdDqvHaY/PwXp6SFm40tLyzF50lRs2LAB4yc8gR49ulWxvA5D724km9gQh1PbQ+/32XnmjvxyDHE6N8kXJ73QTXNxDFeX2bcsSjOhPOs4RzeZYNFJDtIxKCXFMf7JeOR1cA64gLVrNmLUqHtx0UUDMX7COI52kj6aMP4ZVK9eHU+Of5zrBmgfMk5pzW6qpcs8u6yzGzkm+eswz06ai6s/WIdYTs0QOTNE1Jw6WYyZM1/G8uUr0KBBAzRsWJ+v99ChAzhy5AhHl++991507tLuL0gO1/CldbnndyOfLlFydlT2v5JBbhoPHcdlyV1Hi50XEygqKsPdd93D7PwHH/6JnbhTp07j8ccfZ71F+pPr4yQHSzeViSIWrgNEDg7XALCT4NxDNxp8JorCN9t5PngtVlVtHUcknMgI1wao6pkoxdm6xX1W/k2vkncaD4F/OwLnpFFvGkls27IbN1x/G7Pmf/7zp5Bkh7UhdueTT7/BvDfmoFu38/Dqa7POCMOS4gpm0m04edi5uTkIBJz8cYcBVvjvZcUlZ/LkMzMzkZ6ezsw9vfzEGlHaSGZmNg4eOIqPP/4U33//PUaNugt9+vZATk4WiksrWYFkZ2cjnogiGo0iFApwOoxTbAUOjRKrnpGRAToHr8u2UVpayoU+JLyzszM5dEpKi4VWVQGuG/Lds+cAnpo4CQcPHsTIkSNx0003QNVkCJaJ7dt3YtbMVzgsfu211+KWW24CBANHC44gGAohNzf3TKERraW8vJzX6+T5O3miZWUVVeuJIxQKIS+v2hlB6BrRtF5K+aH9UlJSzuTTFhWVYMP6TXjqqWfQpUsXPPTQGGTnZCIcrkBlRQyZWYRh+pn0qMrKCIqLizm9h5wFujdOipFTVEzKkYR7bm4+OzD03ZSUIKcZuc4I1VfQPSorC/N3CE/Cne6fqv5eBHd2VOTf/kZ5J/QQ+A9HwM2pZ2JA1BCPWczUk0yoX782UtP+uFAW7LQ7BZ5rVm3E3Xfdz2mTKal+3Hrrzbjq2ss5haW4qByTJk3Bxo0b8cwzT6FHzy5sbFOgleRVWVkZI0nyguSum15I0QOSSyTTSW6RnHXTIYm9pvQfksUFBQX8eVpaGsthIgBIlkViCWRkpiEY9LMTwQZ8klJLdJSWlCNSUQl/QOOoZ2Z2Btf1hMNRrF+3GY899ji6d++Kp58ZD1kVEAqkcHoRYZafn4viklOAJLL8dTc3ZZPy3mkdLstNMpTWTs4HyTCKBLsGLhNTVfn2ZDRHIjG88/YCvPPOe+jZszvuu+9e1KhRg8muoqIivPnGfHz33Xdo3Lgppk1/lq+fZCT9I/1DesaNvJaXV7LcddJHnfScWCyBwsJC1l2kGyit03GQnMgo6UdaK30vGYuz7kpJC/El0vq2b9uNJ598CsmEgRdmPYOaNWtzNJeIJ7puim44dWAiEhGT12yYTq0AyW76u1s4nYybfP8pWkxro++S3CdMSQfpVpWzBQcXehZoffQs0D4pKf4z6TduSpbbRMHTDf/hwslb/l9F4Jw06omj2bF1L6688hrUrl0b33+/EJZAITeLDeJdOwtw/Q0jmVH/+JMP2OAsOHYKP/74M3bu3M0hSRKe7dq3Qpcu5zGLQoKVmKE1a9Zg07pNLChI0DVq1Aht27VGx44dWajNnj2bjdurrrwWr776OgvyvXv3ok3bFujUqQOGDL0ES5etwuHDhzFs2FA+zg+LvkPnzp3Qv78TNUgkTKxYsQKrV69Gnz592OilKACdm8KmxUVOznmbNm3QvUdXPp/bAYaFkG2ABNtPPy3FE49PRLt27TBv3hzIitMNiJQmse07tu/BLbfcwSlAs2e/DNNK4LXXZqN2vbq46aab+OaTIlu5ciX/GzRoEJ+TsDh8+CiW/ryMnQP6nSIA3bp3Qdu2reHTQuyE/PLLL5zyc/r0aRaWxA516NAB9erXws8//4LFi37mNRIT06dPL/Ts1ZWvf8nipejWrRt69e7BQplCxst+WY49e/bwPahePQ/NmjVDl67noXHjhiyUFyz4GIWnitCjRw/GjWob6B7Sd+gzUlKUp7tp0yas+G0dG/3kQJDTR/eva9fOfD+5VuCs0O1ffQO8L3gIeAj8BQIuwUDyloz6WNTEjh172EBu1KjeX2XqqSbKLVRdtWI97h89FtWq5XEeuSDaeGrSY2jSpBkzzzNmzOR3euzYR3BBv97Mnq9btQkrV67maChtJJvad2jLMpYMyWOHT+H1119HixYtUKtWLTZmabvnnns4NZJSE4nAoKghyXT6Xt++fVlmk1wuq4yiWbNGLFtatWrGTgMxzYsX/YiNG7eioqQCaelBPi9FF5o2bYpflv6GJUuW4tdlvyE3Lwu9+3THxRdfhOrVa+LFF2bxOSkyOf+teQikpOK2225jY5aYekrfnD9/PuuaG264gZlkSlv8ZemvOHLkGBuq9erVQe8+PTmNkWSmU3Tr3BaS9YcPF+DOO+4BbBkvvvQs6wSnfopqtyQcO3Ycjz7yGI4eLcDEp8ax/CV9Q9dL0dzzzjuPnQkylj/84BOOwN508w1cl0bO0+rVa/Hb8pWsz0g3kZwnfCi9lQzqtWvXY/26jYwhBXDq16/Lcrd165Y4fvwkOxXLl69i563/oO6Mea9efTBv7pvsVNx3/7183aQHN6/fzveGZDg5VU2bNeY1UmoXEWSk15YsWYJWrVrxc0ROH5FonTt3Zl1ao04uRy5IL9O69u87yCRaVlYOGjdujB49O7JecMk8N+3TKXL+Pf3Te+09BP43InBOGvWGrmPX9v0YefWNqN+gLj748C0IEhUoSZxHuGrlbjzz7AS0bNkc773/Fk6cOIVpzz3PArlhg6acY75n7y4cO3aIU2aIZSfW4OuvvsELL7yAOjXrsaAuKSnCtm3b+DgTJkxAZbgcI0aM4L8RC/7ii7OYjSZB1LBRfbRu3Rwjr7kKM19+Ddu3b8e0aVNZ4JHAIqE8b948XmN5WYyPt3PnTkydOpUF3CeffMKpPMSO1K5dl4Xn4cMHMXjwYNx8y43MGrlhWBLmFWURzJ79Gr79ZhGuvXYkbr3tZggCdZSxYRtO0fDpk2V49NHHcejQIUyfPp07UwwfMQyt27Vl5UZCnIzzDz74gP+NGTMGl112GbMndH0bNmxipUQ5mbt37+ROQ3Qt3br2wNdff43nnnuOlWbr1q0ZdxKi5ECMe/wRrF61Hj/8sJidHlICnbt0QP/+F+DkqWOY+dJsXHfddbj9jls5LPzKy69yqg6xSNVy8nDw0F5m0QYMPB8PPvggC+6xY8di08Zt6Nq1KwtoctQIY2KKHn30UfQfcAFHUR544AFEwjo7S7TerVs3M9P26NiH2YFzui04ys7bPAQ8BP5+BJyCSacxAKUAxiN2lVGfZKPzr+XUW1Wtgl2m/r57H0X79udxHdSbf5qDfhf2wJgxDyGZsDB58jSsX78e48Y9gl69u2HLlk14btIMZpjbtm1fRUAc5OLYu+6+DRcOGojDB45j+PDhbMDR+07ygmT2rbfeiqFDh3K0j4gcMuxJdpPcatKkCR+L2N540sLadSvRsFFdvPrqK8yUf/31N5g181Xk5dZEi6Yt+HybNq9DXn42y/J1azdg0aKfsHHDZjbqu/fojEGDLkReXnUMHTIczZs3x/Tpz+GxcQ/j0NFjmDFjBhvetDaSpa+88kpVtPUmTjci+UuMeYMGjVhO7927mw3lcY+PZbKKW/xa1AGG0gllrFy5FveMuh9dOvfAK69POcOik3FLqUMUZSBj/c035+OK4ZdxSuaCBQtY59x111245ppr2MglQ/reex5ko54cEJKzn3/+Od566y3kVqvB8p6MfJK1Vwwfguuvv54NeZLB4co4OwswRGzfsZWLhR986AGOhMyd8yfWBZQC07lHK3YKyKgfMfwqxv6dd99iUuarr77CG6+/w/enTp1afJ8PHNiH3LwcTtWhzz75+EvMnDmT9yMmn6K1FK0mXXL++edj8rSnWX+SQ/jtN9/zuWrVqoMdO3bx/R52xUW48847z9RnuEWzZxcQ//1vhbeHh8B/BgLnpFFPhbIb1m3l9Bt6+e+66w421EhgHDt6Ej8sWYykHsVVV1/BgnLh199i2rRp6Ht+T4yf+DjSU9JxaH8BJk6YzAKJch2pCOvll1/Gd98uxh133obBQway9//O2x+z4L3m2mF8x0YMvx4tW7bEW+/OZlbjzbnv4dtvF2HMg3fj4ksHMNM8cfwk7Ni+C7NmvYr0tEwWxAUFh/H8jCls+O/fU4hR99yGanlZmDfnDU7joWIqSkd5+umJqNeoDg4fKuC8fUo7IeegRYtmkGST8zi5iOxUESZNeg6bN21lY3zQxQMoY97JSWSj3kbx6QpMe24WVq1agTEPj0Lb1u0wdPB16NipNStPCoHTet95+wN89tkXnCJz4UX98M3CH1gBDRl6GQv8gD+EVavWYPz4iahXtwEmThqL995dgC+//BrXX38trr3uKo5+fPTRJzhdWIrrrr8GdepVx+aNW3DnHWMwYMAATJ4ynpmYb7/5Cc9NnsJh9htvup7vzeTJU5nJn/D0OGb59u85himTZzCD//gTD7LTM3HCVC4IHnHlZbj1jts5TPvuux/izXnvY/CQSzH2sdHMOo2+Zxy6d2uHSZMmsZImxmfV2jXM4rmFuRQu9zYPAQ+BfwwBt/sMd5GxRc6p3717Pxu6TZo2QFraH7e0dPPfad/flq/FI4+MY6LgwYfuZTJm++bdePzxx5g9njx5MjZv3oynn36ajThKx1mzegPuuvsWXDnycnbc167ehCefeAo5OblMVpSWFmP48CvZIO3duyeuHjmMo4jE/A8ZcgWyc6th/ISx6N27O7Zv340br7+T52Hcd/8dGH7VZThZcBJjRj/Jha8zX56EWnWqY85rf8LhQ0dx/U1Xo2vnbiyfZ816haOGRGJQHj2x2aPuvg99z++OyVMnsTNwcP8RXD50BJo3b4lXXnkJn3/xMebNfRvXXDsc9953D8txknVUYPvCjEnIq56FyU/PxsZNazFmzGiWx5QSRHVa77/3EUaOvBaj7rvtjFFPdzBcEcGPi37G1Ckv4vy+AzDt+fFcX0AykluFKhrPb/n2myWcrtnz/E54+qln8eWXX7IzQQYuyWJy0o4fP4ZHxoxHSUkh3n7nTTbgHxzzKILBFCagKAp78HABJk6cyN995tmnWA8+8vBYdOnSjXPjAz4RK1as4qjzeed1xMWXDsLxYydw/33K1lCCAAAgAElEQVSPIBa18d4HryIlzcdRgyuGXsdkznvvv8GOwj2jHoLfl4Jpz09E42a12FGY/8bHePedj3DJJRfioUfuxuefLcTzzz/PTtu06ZNRu24NbNqwGXfcfi9q1WyABZ/OQ/HpEtx4481cq0HPEDkjZOhTRKRa9Ww88MB9nM5zpkbMdFqAOu2cnTosb/MQ+N+IwDlq1FvYvnUXM/Vk4FavTkWgTt9d6hGclpmBDh3acAoOXcBzU6dj3boNeOTRMbj00ouQiEeZ3fj0k6/Y4x88+FLcO3oUswTz5s5nJqdzlzbMrtSt05SZhvzqGWxkDr/iOlYuH3z0Jqd3vPryfGZxxj0+BgMv6scV/ROfnILdu3dzqg6lB3322WeYO/d1jLxmBG665Ub88O0yPPfcJNxy6w24+uqrOU2FDHRiOa677mokrSQScZ3ThRYv/pFz5e8dfRfi8TB3i6HiH4o+PPfcdGxYv4XzJ8kAV1WRC9AkUDEuUHiyGJOffQmbt2zEmIfvQtPGzTB82E1o174Z5sydzV0cqL0aXfMnn3zG+FA+KDkCK1YsZ8ObMHA7FcyZMw/hyigmTx+PvXsO4t133+eUFkqrad68KfLzayA7K49zPw07gpW/rcKYB55go/6ppx/jQtnvv1uKF6a9gFtvvRGXDxvC94ZCpOSYXHLpAIiyicryOBZ+vYQFNxnx1PniyScm4cCBAxg/4RF06d6NlRqxU8TynX9BL0ya+gT27dmPRx56GvFYCTM2rVq2YWGenZfN+axum07qqONtHgIeAv8YAv8Mo54cAnKuKVVu9OgxnP4ybdpkrFz1CyY9NZ2LOqnT2Pz5b3JEbuLEpzlHnCJ8lK7x5p9eQ2Y2pX4YKC+NYvyTT2Pz5q1MRpAcGjLkcj4GydkOHdsw271zx16MGDESNevUxiefvg+fT+a0lVF3PchM9rw3XkZ+zUxUllXiqSef59TD6S88hfYdW+FEQRGnRfr8MtdtHTp4BAsXfs+G7ZgHR3OqDeWNX3PNDbhs8IV4dvJTbDDu23MQw6+4mo36999/G+s3rMa99zyMevVrcCokFYuOuvsBllMzZ03H6eLjuPn6B6D5JDzxxDgIojM4ic73wgszOC3p7ffn8XU7A8AUNuoXfbcEkyc9j/P79sPkaY9zHjrXH3A/fAHRcALf03cmT0P/i/risbGPc4OHuXPnsny97fZbWD4eOXII9939GCrDxfjT/LkcJXnm6Sno1et8jBx5FefaRxNJ7mK2aNEiXHX1CE4rHffYE+wA9Os3AC2bN0TduvWRl1sdmVmp3J2IjHq6bnIAF3z8BtIz/Yz98MuvR5PGzfDm/NlYuPArTBg/BRcPuhRPT34UgaCIaCSJ3TuO4LZbRyG/eg7eencOPvt4IebOfYOjyg8//ADfE4pGU21GNGLgo8/e4OjElCkO6dWiRSt2EGvXdqLO+bVyndktksAkGXekY57HadVcNQfyH3s5vL08BM5xBM5Jo97SLc6ru/baG1nA04tNzDwVIxEznl+zBurWq8mFTMS23H/fQ5xTOHPmDDRuUh+yZCIaTWLj+i2crkEs8bTnn0N5KaWiLMCGdTtQVHKMGfqMtHxO5bj8ikEsIC+9eDgzx+8tmMNCbM6r73DazpMTHka/AX1RVlKOKZNmYuu2zZgx4wXufrNr9w4Od9atU59Zg9mz52DNmhWY9fKLqFevATMw1MGGwsFcgOSnjhJOYRYVCPXu3RvXXHslG+1OGzmgoiKMt+a/hw8//IhDoGTYU848hWPD5WHukRwuT+Dxcc9wGtEzkx7jnMLBl16Nbt3b47XXX+bpjcTUf/DeR/howSccKu3UuT0mPD4N69avYSHo5hgS60Xh2ZSUNNxz/+2oU7sBFwkTe3769ClOTcrKzEXfPv1ZqeXmZXD6zr2jHmWFPf2FZ5jN//MX32P2rJdZQQwfPgzjx48HFfxSOLptu+aIJyNQJB+W/rQKDz9MmPbA6NGjMf6JyRxeffX1F9GgcQNm6CiP96YbnALl556fyB2Bfl22Hou//4bTd+jayCFp2aYlRlx5BTp0cPJMvWKoc1zqeMs7pxH4nxr13L1KsNioJ8ec0j1Ixs546TmUlRVh3mtv45tvvuHPSMZSOsozzzgdZCjySpFSMupl1emAEqlM4o15bzHz/NDDY9C8WUsMHToMTZs2xwcfvANRciZvE2s+dMiVaN+pPea/NYcHQRUcLWSjmuTt+x/MRzBVRqQsiuenvYrffluJqdPGo2XrZli5fB3XB5VXFHNKiCRqnB5Dcmbs2Idw2eBLsHbNeowadR/6D+iNqVMn8zkP7DuMa0bewHL+3Xfno7C4AM9OnIGdu7Zi0qRnWEZNnTqNGxncdPN12L5zE4YPvRU+n8q6iqd6n5lpQgRWdUyfMamq4YLTspdw3LppO265+Q52Hma//jzPCiBZRznoVHCbkZbN5A1FV6+9cSSn23zy8WecEkrR2GuvG8m64+TJ4xh1+6MIR0ow743XsGzZMkyfNgNpaRmcGkrOQtJ0JsiSThgwsB+GDRuGJYt/4kjp3r37Ea4ogd8X5PQiaqNJcpdIqNH3PgRDF/H+B/OQlunjttQjrriRGfeXZ0/nhhMvz5qD6667BqNG3wrTisEygZMF5bjttrt4qNicN17BLz+twWuvvcbrvuGGa6AbMY5o3zf6YZSWVOKd917lRhZ79+zHF198yXV0lFZEeFBtQ9/+vXnNXBNCM1dEZ6Iszayh6K6nH85p8eMt7n+IwDlp1Iu2zAz1Ddffwjn1C7/5HLrpTAikFzNhUHcbk9s3lhZX4PnpL2HVqnV48MEHOE/bpwmIR3V89umXeGnmi7jyyuEYff+9OFFwkvM4M9Jzse/ANs55//nHlVyQddMtV3OxzvBh13FB0/sfzkMkFsbc197l4zw69j5cNniQ08LsyenYvXs7XnhxClq1bsaFns88Mwlbt+zk8CwVcTVsVBuvzH6JDXdi6p99djIb7zfffCMb9bFoghUa5ZMTu9CocQMWaszOSD7ukU+FVNRdhgpRn39+GgvdSLQSi75dhCNHD6BmjfrMulPx2uzXpvPxLh9yPVq3aYp3332bld3Jk4Wc006FrQ89fD969eqBqZNncViZ0pCoMJY2KtQtLDzJrEbj5vURi+kwDYELZKllGoVOKQ3p6JETuOPOm3DV1UOwZcs23Hn7GFbOZNRTzuQP3/+CF6e9iBtvuhYjRlzBNQzOvXkQgwYNYGaKOhZ8/um3LLgHXtSbhTcZ9cTGzHplGpq2aMqpRtQ5447b7uOitOdnPIPK8jAKjpUiPSXEDtnWrVvZ6fjpl6WsWObMfa1q+IozkdHbPAQ8BP5+BP6nRr17RpIpv/66Eo8+8iQXu780cxpsIYl9Ow5j3Lgn+H2nmh5KPxk//gkubqTooaoG8N77f0JaRohJh9OnSrhhABXaT5w4nuXlsGHD0bZtW7zxxlyIijNzZPfOfRgy+Ap07tYV896YzZPFTx4/zSkfFBmlY4bSJJScLsOM6XOxevV6PDdtAufIMwscjeP+++/hAk3qoPPuOx/i64Vf4oEH7sWll12MjRu24u6770G//r3YYKco8sGDhzmnngr/P1zwLiojZfj2q18w46UXcPHFF7N8X7t2NV5+eSbqN6iNw0cP4Orht3Md0rOTJp4x3qkVJNUt0YTXLj3aM5vsto8kI/RkQSHuG/0AG/DUTpPkOJFQVERKOfFEtlCOOSn0sU+MQYcOnfDZp19wNJlIodH3UbvJJBMnd94yBrJiYe68V3n/KZOno2ePvly3xR3GBOreVvH/2DsLMK+r7P+f6aHb7s5VsV0Dxe5cc+1WEAQVi1KxQCkVWwxUQFKwu1sRle7unI7/83qf75n5rn/FXeO3o/v5Pg8PM9/5xL3nnnifuOfaqtUr5GRQ007nmzq16xldzH4Y+632SL322mtqIMEaEFRrd/X1tmpliUB9nfq56uF/wnFnyp4+8WQ/bX7t2oVSzBbW7fbOllcr24oKim38uKl2/vkX2gYbrKPsAYEhMgxsNgbUY8fIkOMcrlheZE8+3Vd0mjN7XuogsGw1dGB/FY5DTn6Ode9xl/bKRcYjDp9SXX1yOOF/rhSSO/40FKiRoN7KMwWQTzvtDHVHGTFysDaIer/cHKugH635MdJEb18YPNLuv/8hdUAhVVonv5bA5+OP97evv/7SOlzfXpsoH32kv1qz0dlmux020yK9+vK7qrU/7Yzjtfnq5BPP0m78pwY8JGPT/7GBqi8/7/zT7bjjj7LKiiy7pWsPGz/hW+vZs7ttte2m8v5feel1HbKy3bZ/s8lTxtsVV1xi/zj1RL2DtDARHiL1pIvrN66vTi8oOUpOUKZE/IksVPfNz1CNIBuAqV887LDDFPnm88iDj9gbb75ides0tNyc+jJEx510sE2fOsPOO+cKHVrVp++91rhxfRmdu+/uIQUIHQ4+pIU98/QgHfpCepOIDgZk7tzZNnDgQKvfoK6ddc4Z9txzg23ypOnaeLbLLjuJ9m+88Y7df99Dduppx9mVrS5WOvziC9uoK8FNHdsrc/L2Wx9brx697JxzT7fTzzjVRo8ebT3v7WstWhxkl156odWpW0udbfrd/4RKmDrc0EYbcQH1dIno1edO22jTDZSx+PrLb+2Si6+SAbv9ro72/vvv21NPDLE9d9vVTjvtNEVcVKd5VWttsBrw7NOp03C9937ySSiQUOA/p8BvBfURCQVAAerbt+ug0kNAfYUVW9HKcgUsqJ8nGg7ABdRvu+3Wdlu3W+zLz8fZpZddaPvvv48603zzzXd22623azMlJTy0ET79tDMFXNFztesSgS1VKcw/TjnLtt1hewH4sopimz8XMHiNgihPD/CykKWLllvvex+299/72Lre2sGartXITj35bNtpp13sjjtutbr1aqum/oEHHlTg4LLLLrKTTznRxnwzVqVE7Jvq1PlmdYah84uX32xnT/R/RA0dpk5aYJdcconl5uSrBfFGG61nffr2kp6dPXeW3XxDNzko7K/aaacdZWcIMA0bNkKBpRNOOaoqmhydWwpWFqgMtFfPPrbtttsL8JLFJjhDiSkgt6iwxA466GDr0u063f/qq69b505dRXuCKplZZl9++bnd0rGHNVurgcaLjWl1ZVtt+GVfA3NavGyxvf322zZ+wg8KiNFsgVaa7IvAHuTn5Cpi36ZNG1t/g7Xt6QH9bcmipTqPYOWKYrXU3GDjZspqn37qBWquAO2/++5bRds5HffWW7vKOcOujB79srrksL/guuuuUSe0J554Uh3cOLCs0krl8FzdtoMtW1qgSD0tSJkb59hcdtkVogUZ5d69e9uY78bo3BQ2ZsfJxDrkMU5YTzsB9z+XjuSOhAI1mwI1E9RbpjqhnHHG2WpzNXzEICspK/QDPcroV1+pHsE6ETUzx2bNXGBdu96qiDJttjZef2MbM+Z7dT1gI1W79lep/vDFkS/b008/JwXQfNftpFDG/TBNSrX1VRcrKsFGWQ71eH7wE/r+rdc/VnRh/Q2a2N777G4nnXiq9er5gH3/wxjr1buHbb3tFt62ceI0RenZrLXRxutZvwf72gYbratITXFhmfV74BF7//13lXnYYqttbO682YqSEG1iAyt9ihmjtzPzPvIoU6Lhjz/WX5EIIlnU8K9YusI+/uR9y87Kt2ZNN1TUY6tt19e77rq9j7326jtqxQbtMBZTpkxTpOqqNlfYiScda/PnLVQ3A+o9yR4QjZ88eaLNmDnNjjnmGDv1jFNs6NCRilSh5HffY1dFwMd+O85Wriy0Nm0vt33339NmTJtpV15xraI4bDw+6KAWNmniLLu/z/3aKHb5lZeo1rJzp1ttwoRJ2sy61tpNtU5jv50kY9Ph+jaKune82ctveve5y7bYegvVQnIa5bnnXGqHHnqQym9oA3db155WVlygLjm0ycM4fjP2G0XSLr/80qResmbrm2R0fwIK/FZQ7wcB+iZFQP1ll7bSvpvefbpbcekqy7Q8lU0SsKCDFq1rOXF0v/3/bh999IHd3+sJ9Xs/6qjDVAdNVBhQfso/TlAnMMDmSSeeojpqNQSwUtmCubMX2FFHHmd77L2PPfhQH534yr6j1q2utdWrCm3wkKetbv0cW7F0md1xWx/78INPrWfvbtakWWNr16aDLV683Pbddy9r0rSBgkJsDp45c7oOOGzV6goFdC666BJFsY86+ghtnm3UqIlsAtHoJ596xHLzs2zRguVqcznkhRHqh9/26ivs+BOP8dNwi8u0z4AIOkGQ5s2bS+dTzsn/AOWdmu8o/R8HakGD3KxsdXYhC/z+e5/r77wT3U1ZDPMjc0D9/ImnHq5xffvtd3bjDTerNIUDAisq/UTaaRPn6KyBAc8+qTE99uiTatdJC09aVE6bOUMlpXQUatOmtYA/GWNKffbYfS9bp9laasVJZJyuZK3bXCFb1eue++3Fka/q8KsDDtrHdmu+u+wpWYz+Tz5ohcUF1v+xAcr4YoPpWrNo4RL78qvPlYVmcysdgMg89O17v/Q5neHI0jP3q65sr85y/Z+539g3RfabhhXU1OM4sC7QYr2N1rMuXbpYgwb1RGO6CMUhYlWHVv0J5DAZYkKBX0OBGgnqUdBTp85UWpD2lLd16yIFTX2lHwftG0Wj3pB07ZTJM+yZAf3VHmv18kJ58KRRiZavvW5TeeyFq0tUSsMGqemzJuiwio032Eq9b484+iDVT97YoatA/XU3tJZRmjNzufXt089mzp6oVmMXX3ypOrrMXzBXpTR0XcCAUZbz7IDnbdy4cfquTbsrVE7DPoBMyxHYH/zCQPv8809t5epiRZ0A9C1bHqg6QJ0GW1qaOik1O9W3HselUvWKtCejgwK9djMrM61ho7q2/nob21dffmebb7GhderaXkZh2uT59sjDT9rCRXO1GQvFv9mmW6h28tTTTrJ99t1TKdrJE6dY//5PCeDz3vXWX8f2228/O/TQgy07L9uWL1+tvQRfff2FovjUgNKKkzQt5TBZORVKVw98dqSe3aBhnh1x1OFWK7ehDR8y3A5osbcdefRhMkwzp8/RKbM4GOUVpUq77rrzPnbyySdb42Z1VL7U/7Hn1FP68lYX2AYbbqgyJGpk776rj+2yy452yeVna0PYu299Zh998I5anJWWlLtx2HNX9Yim5zIR/mSj7K9RBck9CQWcAr8V1OvwqvJS6UWCKwQ0mjff2c6/4CxtlKfZARnWSZOmaSM9oP7Ms07XyeHo9I/f/cZGjhyqEkO6lay91rr297/vZ4cd3tJq1cm1WTNmK4izxeZbafM/ZTb0t587d6F16djNttl+O3Xa4fuli1epjpuMwB13drWMrBIrKlhlg54drc44F15ypm2++aZGP/0Rw0fb3HkzBcy33nI722brHeyll0bpfJArWl1um268hQ0eNMTeeec96dYzzzxdG1vZxEvA5aabr5WDgY7+/NNv7PHHnlHtO2NptnZjP/E8I1fBpA8++EAbWeksg46kEUHLli11XkpZpZcP+umy2XoeoB5ASgCF7mVE6LmXc1s4wwNQTKYTAH/rHR1thx3+psMFOYuEvQgEfKDzbrs3t1nT5llB4TLrcMM1CiaRzRg+bJQcKk4rb9CoiW273dZ29NFHKwPKeGl28MYbb9jUKdOtoqzEGjdqarvvvrui642a1NXcmDNdbMrKC2yXXXdQh6Kbrr9FtOlwowfWli0p1LkCnAlAtJ25Y1dx2HBwcBzee+8D7bngXJWDDj5ArTNZvwfue0SR+htuvkon1k6dPE1O4YTxk3SWClnmzTbbzA478jA5EiphynC7mpeTrzHGGQCJrCcU+KtSoEaCerq20KKLzUoIJDV1Kr8poqUjh0cgnKU6YZBNRBkZOWptBWBctWqZkapkIw2Hf+AMZGS6p87BGBVlWUpTFhQvVeS/dl4j9+Kz2IRaaVaepxNpM3OK/VS6inrGsekoKpQ9h7HQISCOKY+0nivhnKoTAQGuJSUFqZNsyTBwom2G9gEsWLDcGjSsp/HpkBF6Epe5IlckIcOPDqclnLfk8nZcbPaiRWdedp41bdbQrJKMxvf2zZjP7IJLTtO1WVZXYHfZ8kWWk5fpGYDKbD0Pg4OBqqxwZ4HafRQ/Cp/+zUTj1Y4uo8IyM3MtMyNbR8OvXLnU8mvnWe38OlZZmeWnApaukPHPqKito8FLypeLnjlZta2sqMxycplHiehhFTlKD2OQVq9eaY2a1LfcrHoab0n5Sv2fUeGnVFZkFKq8CoOcnVnLVq9iY1OF5eSXiQZWXstys02t3FDkZC7KKim3gWblisqQvUk+CQUSCvw6CvxWUI+cAqiUSc3O14FJyGdFZZF0gjKtmXkuzyndxGnYRFULilZa7ZwGao+7aMl86ZgmjZpKR1BOgy3IstrSiepqUllulRm+sRPdlFGRa5k52VZSukobZdG7GVZLJYm8v7yywLIyyi3L6ltpSaVl56HzSqyyPFebNpcuWyi70rhhs5QeXaLN/ZyADSAv09l/GT4O2gtXZmjvkfS2FVterUzpzMqyXMvNAexWWEY2c+YU1BzjNFzq1n3slVUnyhJgyszmbACz8ooow6xM2bsKfB3ZBdmdDD89G1DP/iSi9QQ3yIDS4e3YE45VAAZ7VF5WKaeA/VaAf8ofMyuytbfJMkvlFNTKq2tlpRWyn8uWLbF6DZpYfq1c1aNHZJt5UDazZPEyW7VimUpndLhTFroX3Yw9qW2VFTm2umC55dd22mRW+oGA2FsCQ2RpiLyXlVQaJ8Dn5edY3fq1UieCe9tqq+CU3xzZRd/kWuB2sCzLrDLXym2Fauk5RRYbhtNBtpdSLc57KSot0UFnBIbiExl+5pC0tPx1eiG5689BgRoJ6v8cpEtGmVAgoUBCgb8eBX4rqP/rUSSZUUKBhAIJBf4cFEhA/Z9jnZJRJhRIKJBQ4P+EAgmo/z8hc/KShAIJBRIK/O4USED9707S5IEJBRIKJBT481IgAfV/3rVLRp5QIKHA/zYFElD/v73+yewTCiQUSCjwLxRIQH3CEAkFEgokFPhzUiAB9X/OdUtGnVAgoUBCgT+EAgmo/0PImjw0oUBCgYQCfzgFElD/h5M4eUFCgYQCCQX+PBRIQP2fZ62SkSYUSCiQUCCdAgmoT/ghoUBCgYQCCQWqKJCA+oQZEgokFEgo8OekQALq/5zrlow6oUBCgYQCfwgFElD/h5A1eWhCgYQCCQX+cAr8MaC+klOUfOzlFcW2umi1lZUX6dAiThrkgKDkk1AgoUBCgYQCNY8CHHoXh+phIDjcZ8KESTpsiFNc6zXMrXmDTkaUUCChQEKBhAJVB8bFwXFxGCcHgXKIW+N6G/1/VMqo1NGrP//hrxzS6p8KW7pysa1Yscwys/zE1OSTUCChQEKBhAI1kwLoaE4Q5cRqPpwYPXPmTJ3ius4661jdegmor5krl4wqoUBCgf91CgDP+Udghv8F7iv81Os6depYo3pr/+egXlAeC0CkvrzUZs2bZbNmzVCkh2h9RYUbi+STUCChQEKBhAI1iwIVFWWWlZVlWVk50tkYhIKCAqMsJzc317JzatZ4k9EkFEgokFAgoYBTIDPTUqA+W78D7MHjebm1rHHjxrbV5lv9OlAfwL6srMRmzplt02dMVRo3K4tIfQLqEwZMKJBQIKFATaQAgZicnBxFekpKyvR/YUGxhsr32TmJ/q6J65aMKaFAQoGEAgRkysvLFZiJEpzyskrLy8uzpk2b2nZbb/frQT2lN3yWrFhiS5YsscrK8lT5jX+ffBIKJBRIKJBQoGZRICOz3CorvQRHqdyKDJs1a45Rk7n22mtb/fp1a9aAk9EkFEgokFAgoYBTIKNCGdbMjGwFZAD2/E7mtVGjRtakwa8ov4maHkA9qYCCkgIrKiqo2nxlGSUJ+RMKJBRIKJBQoAZSACMQhoAqSqI+bJQtLi62zTfb0ho1rlMDR50MKaFAQoGEAgkFoAA6Gx2emenAnt/B5XXr1rf8rIb/H5H+jY2yXqhPbWZmVoUVFBdYYdFqy8jw70gLJJ+EAgkFEgokFKh5FMAAkKotL69UhKe0tNwmTZpkpSXltvnmm1v9Bvk1b9DJiBIKJBRIKJBQQGCeLCtgXoH7jCzhcT61a9e2/KzG/zmor76jTN1viisKbfXqlQ7qrdysIgH1Ce8lFEgokFCgJlIAg0DtfETpS4rLbPz48eqCs+WWWyagviYuWjKmhAIJBRIKqEkNuJsNs9kC95F5Bdw7qP8VkXqvpafLje/ELSxdbqtWL9HDidJHZ5xkBRIKJBRIKJBQoGZRIDl8qmatRzKahAIJBRIK/LsU+GMOn0pA/b9L/+S6hAIJBRIK1CgKJKC+Ri1HMpiEAgkFEgr82xRIQP2/TarkwoQCCQUSCvz1KZCA+r/+GiczTCiQUOCvSYEE1P811zWZVUKBhAIJBX4VBRJQ/6vIltyUUCChQEKB/zoFElD/X1+CZAAJBRIKJBSoORRIQH3NWYtkJAkFEgokFPhPKJCA+v+EWsm1CQUSCiQU+ItTIAH1f/EFTqaXUCChwF+WAgmo/8subTKxhAIJBRIK/OcUSED9f06z5I6EAgkFEgrUBAokoL4mrEIyhoQCCQUSCtQQCiSgvoYsRDKMhAIJBRIK/IcUqJGgnpOwOAGrqKTQ8vPzdcQt32VnZ1tJSYll2poPr6qszLDKynLLysm0spJKW7WyyFatKrANNlzHMrPLbdXyUluxYoUVFK6wxo0bWsOGDaveIYNWWWTlpdk6gCU3v9JWr15tq1eWWWFhoa29rjfup+c+vfjpu19ZblZaWmpZWTm6h585aEvvLyvRddmZOTq8BYLn5mbrUK7S8hLNi1MbmVtGJT9XWFZWhp5TVFRkubm5+nt8eB/3MBb+xgdaMR7oxL6MlXMAACAASURBVHfQjd95Jp+Ksuq/8x3XV58aWa5zA3gu7/GjhXluhZWXl1pmtj+X8TMPDjQoLS3UPYyR65kvH06h1Nyz/JyCrIxsnUrpRxZXWnllmeXkZOk75sA7dXxxuR9rHHMLukI78UKGH6DAmvpJxaZnc51om817SnUt5yIUF7MWfooaz1i4cKHVrVtX/+KdcSAD8+C6OD8hTmGLQxtiXPF7rL2Px+fB/8w75hT05X8/mdOPbIa+/B7v5Pri4mLRMX0MzJdrcrPzxO/Qi/ExT+ZeYYWpNXc5gBZ+FLSf5AytuQ9e4Ht/H+vqP1umr4fTp8KyM/PEu2ZlVl5ZYsWFZjNnzrTtt9/WSkqKxGvIIWvPeLl0Tevn61GeJlPIionfNY9MaFKqdfUzLUzvLy9N8U1WRmq9KyUDS5Ys0drVq1dPdIZe6Udfcz9z5Z3I6rJlqyw/P9fqN6xTNU/kGvkKeeEZfFiT0DNxfgbXhfzEurtMu1xaZqXTIcVjyEaMS/MsjSO6XWpj/eH/kPP/UE//n17+W0F90KWKntlZVl5RKt6TTqpIyYu5LnOdk5nSoVlVJyAiyxxWGLJlFRm2dOlSmztnsfib+/Lyc2zTTTe2WrVczrh+/twl1qhRI6tdO186gzWGf0tK0D/oLD9dkedyGIufmlu9vqyT5F46xvVruo4tqyi1WrVqWWlxhXQLz2jSpIkVlazW88tKysUjfoK6WVFBqXh4w43Xs4oKxu1jcN1fYVkZ6Fvkt9hy8jKtYFX5muUvK0P87rrQT46M/5lL2KB02xJ6TP/nuM6Cz7kWfcn96Ca3P36SMOsYdoXroLnuy3L5j+e7LfSP9GeF60bWIk6Plw23LNE59FLQNV2P+nd+P3ZQa1NeIr5x3ez6CvkL3RprE3onnZd8ftU6NmxqXBP8F7wpnVhRLF3HeJkr9k46ujzbMMU5Oc6vrj/dNvMz70dXTp8+07beemvZouBd2eZ81xN+0KfrIslIRayn29rQ36Gjgq68K94LDePZoaOgddCF71gvaKQTRs3lQOtR4XbX+RN74PaFcfE9mAn+DrsWa5hOV+Gw1ImlYdPQo3qO5VhmttveoqISmz1znujBoUhgg4zK6kORqjBdSg8wHsbKOGrn15H+D70bOCM7N6sKG4lfys31auok1QqDn522PAO59/ll24wZM6xhg8ZWt15t8VJlhtNUPJKVq+cg39IPxRU2f/58a9y4sewP8i08WurnL6EnYo2zs3Ml9/n5ta24tEDPDPoLK2U5Vgu7CM2Cb1kXfpbuSK1xuj2JZwUfBPb48T3xfMdPvubxDvFyBhgi1+rlN/v/7ElGJVeu8fPbDp8SYVOTC6AZoCuU05pez+BF7PISKykqt9dfe9tmzpxtl11+kQD73FlLbODAgVZppXbooQfb3/72NwmIMyf3FdmEH6bbxhtvbPl1MsRAH773hU2fPt0uuvTsKlCsw7RSgIqFY6x16sCIALFyy87OFCiGYfjUyqutv8VcYHL+zmICaHi3A7zyKgYIg8TzYlH5OZRsKJR0uuTkOajiE+ML5YPShjahkAOIB0hzMFhbYA7nA0GVIilHcTFWlARzA9w7eOaeMABi4DxfP5wJwJo7DCVSHvEJRRQOWih4PwWt2okJwxWGpOqEtEqEpsyWLl2u9dl8801TzgXzCwNgtnDhfBs0aJDts88+ttNOO1XNOwxJukEMWrKurBl/S3eceLevqztG6UYzFIMbxhQoyMrS/QFuAogEzUJZhfIMB1aAPjdXdHW+rFUFfNzIFUnpMkZ3ttyoBNCNcQWPuGJ3he/XmQw7Sq2iLMPmz19sq1cV2tbbbC75mD51nvXq1ct69bpXfMB83RlKOYeVJVUn1f3U+oWiC0OZbnTcELlTG4ZfAEFKBzCPM+YGiO+XLVum9dtll11st912qzIk0IZPGPYwdoC+IUNG2K677mK77LKT5KugoEByyTugAe8IZ6LqSO1sN9Q8FwUcBjCUYvp644xAD/F1iQOXMKLIRwAejKbkIE5o5TRt1sr/q7Gf3wrqw9EP4Cn+rvDAjIxrSg0EqEZ++QQo80MLAU3lMpxyZssqpcPfeOMNmzJ5hi1dtlj3NG3a1Lbbbhv7+9//bhtttIGM8MCBQ/T7Tjvt6Dq4KnDiQAj9EvpSuhcgkwI8Edzg2X6qrjvYAW75XrrIsmz58pU2YMAA23XXXW3PPfd0vq0odZ2bCoYA2D755Av7+OOPrW3bVgIRgHj+jmzlZOXLCZ00cYrtuttOVlSy0ubNWbpG+fNAkX9C5sNmhmkOQBiAjHlzTTijMe9Vq1ZZgwaNRJfQwchGyEXwdgB36YFKB0npoDb0P2NCJtLXPhyOoDn3KfhU5Lol7Ei1bnWQC31ijgFQQleELkP+eTcyHusVehWAHeOMd4YuDrmWjUwFl0LnMD/WrXbtulZaWiyQj75dOH+JTZk8y3baeduq+aU7S/yMk3fPPT3t9ttvT+EJ57WwMwDSGAPf5+V40NKf47xIQCJsTdwb6x2/BxgOhzgCBwH0nM9dT6WvJfwZADPGIZ2U4UE68UfKmf0p/gp6xXvT9STPmzNnjhUUlNjWW28u7AA97rqjh/Xpc5+AZklZYQoXOP+EXuW5gVkCR/F7/J1xsQaSVWQsxX/ohXDMIrCq+JSHFVN23O0XumHYsBG28847yzbA5zhaon+p0wrbhIzi8C5cuNhGjhxp22yzje21115VgWLkF97U2LLdoY1x6K05KWctJZ/xt+CBkMWgf/r4Qy7h68BVgQ/CeeK+4N8q+xUBO2EBDnmtYaA+Boxyj4iqC6WDxV/yKfBGiosLBerxOoe8MMImTJhkt97W2VYXLrMP3v3cXnzxRbuuQzurW7e2NWjQoEppI1hz58627nf3tbPPPtt22nlrKYyhQ14SqL/+hrbydgKoh3cb4MKFMy+ljIgaF1peLQcJEgRlGcKLy5GCFHOXe7QSRZcu1DAyixsRmFAi4SWnA7kqwJuK0oficwDiApsOJNOj7AEieV4of+YW0X7GBbh0I+FRgBhDCGcoEHmwBpD3KBJ/d+VdLGDPXCMSGpGT3Nx8RVmJeiEwYUSq3+HRG3+WR7iWL19uI0a8KMVx1VWtUuAKEOD05p1EyF5++WUJ5g477FClGGJc0DOivCxaRLjTlT9rCw9UR9mrUVncH8YyPYIfQpkOHPg5DGWAyAAdQb8A4KHEoBt/Y5zQyB0rB6FEvNN5wmXHIzEBPGOdA2w6UCmTJ796ZZGNGD7aFi1aYle1ucIss9QmT5hlbdq2tpdfHq3rwrHivfwc6wN9f2790nki+DKiS5WV7nT7p0LPcAMKsADYVyoysnLlyqr1QxHzzxVccZVRjXUOgwBPDBv2ojVvvrNAnYxgtjvfAbDhD8bCmgKQAPxh0NMdNxm7NGcpHZRENDScKxyeABVxj//vxiqyMenGqwqZ1bAffiuoDzoFEHYnzmXLgb1nYsI5TjdSrAN6JrJ0oQcwsE/2HyDDfNLJJ9gWW2xmANJPPvnE3n77bdt0002tdevWiuR3v7unHXHkYbb//vu6cUs5yeiM4OUABenAhb+5bFZHqWNpYi7VuqzUFi9eanfddZcdeuihdvjhh1tRUUFKPxIM8Kgtc3/zjXfttddes263d1UkvrLcHWoca+Tvh+8n2u2332nPPf+0lZYX2Iyp839R/kK2g3Yxj6BxyFrYz+BlB9gOciR9AgjVDlfQJ2xwRLnDaeCe0Cehr4ImbiPyrLi0qMrOoTP4FBSssjp1akn/A/rDhqfbhwC3ns3OTb2nuMrZiwBJZHoDyMbYGJfrA8/6RICF94eO570hj+GwVWfXPVIe9hI7DW2ILkOHSROm2803dbHnB/avyiQGHwcAXbx4sQBs586dqyKvbq9cj6bbh2r6e/DrX8B3yn6xnpGlCL0CLZlbVRAilemNNQ6ejchvZEd4FoGj0HHhZEfgKIJR1dlTz6QFnQJr4ABUBbbMwTlrIpw0dLjNm7vAOlzfXjI8adIku/LKNvbKy69ZRiaZAZ8P9Aq7kG4fIlgT/Bn0ChvM7/wtHMHgHw/UOF4Bc/EhYwqeiGg/tnP06NHKGuyww3ap7J3rJIF56WvsRJHesWLFKhsxwp0AsENUA5iRFfDIBPwRGXT/HX3jTnd1MMFtT6xH2P8IugUfh03nGXzi7yELIdthUyIAke7YuYPqWa4aFakvhwBZAOdSmzdvnhYFAm244YZKqZbhSa/h46CuRN7n8qWrbOiQkTZlyjTr2OkGmzl7io0a8brKb86/4Gxr2LC+Fj4UP9GX8ePHW78HnrDjjjvOdtvdgeDIEa/ZrFmz7MpWF2qxuZ+xrLPOOgLhMUYIuXDeCltdsFLPbdCgnjVq1MBKyoqrhCM/t07KKfCILAuOMeLdMAip3IjqUhoUBgWFgaGICNfaa69dJdgAIK71qKCX0sAsq1d76pA58B3PYKwAGYBTABquBRCttdZaAo5RcoHh5Dsf33I9n+hYOEJcRzR1vfXW01pxL0psrbXW0bi5n/sQSlLieXkOalEu/I1IO39nfJRXaA5WaiVFpVISfFdQ4CUYMDv3rb/+uhrfrFlz7NVXXxWov+iiC6x+/bp6jhuyaqMFbfiOv/FO5s3/fB9R3PXXX190irImaMxzuY77WBPWxtP4JbZo0SLNB3ow5/r160spcD2/cw20JXUX94Qyg17wD9fwDJ4dgAK2Xrlytd4NndZaq6n4SFH1lIdeVOT8smrVCmvWrJk1adJIay3HrKxYjiz0Yiw8m/v5m6e9AZlkn0gRmk2fPttGvfiKrieTVbt2rs2YPs+uva69DR36gi1evFDvYuzrrbeB1apVxzIzK9a4fm4YHUwFCOBnslRkVxgH9IMfoRvrwYfv4E3WEbpAd36HP7gHHoK2sY58zwceYZ6R0lywYJFkk/WEBsgD6z979mx917TpWlob7me94YNmzZporfigdxjLeuutk1LcHnH38ZdYvXrQIFM0a9iwsWSKZ/DsjTbaSPewxnzPe1ifkPMwpGtUYP/lP/5WUB9GCz5AF8MGlHOtWllgdWvVtmbrNtOawCMBbAJoAW4cyLjX51GtXJsxY5Zd3fZa69y5qwIt8eHv3377nfXo0cO6d+8uObqnR087+pgj7W9/28GWLl2s7+CNddddX+CJZ/MOgFroVNYOPoQfAzjwN3iLsfKMAH84GPAba9y7d29r0aKFgD1zQJ8sW7bCVq5crnuRl88+/cpeeuklu+vubpaVU2GZRpkiAZZKW7p0pY39dpzdfffd9vgTD1teXpbNnrXwF+QvwLiXhjJO6IDMoJerM4nVTmmAnAArof/gTe6DTvC/OzsZei78DZ2gCXo5wMXy5Usl23wfzhE04x7ktVGT+spGrFxZaEuXLBft8mvlWsOGda123TwrWFVapYfdRq2uyoiGHWZOkaWGjvwDrHnQq3aqzG6Z5sr4WTt0atgu7DL3MC5lNLOzq+bEO9GJMSfXTUV6H3yC7GM3a+XXsWZrNVE5EvL9xeffWq9e91m/B+/Rs6F1OEHIdQDPBQuWSC/DZzihXMfYXI9l63fGHDaKtQg9xBiwt+g47Ab8FLY4glSMHdpzLc+PYBg8ib4JUM7fsSWMnfczZta4Vp1cBTmYM89mrvyPXoQmkSllbnzPWkBD7uXv2bn/qtu9rDHTJk+aLtAMjrnwonOtUaN6NnXqdLum/fWKkC9btsSWr1istQ4ahIzzrtD//Ax9GC8f6BgOW/wf2T1oCF2ZKzRjfIxl3rw5Vd/xLi+zKxGtwt5Ad+ZFQAkHnZ/r1K5nDRs5LuLaKGdizNAxStTinYyTteDaBQsWaG5hvzzQVCH6QbtwUCIojP6AT7kO2wSGItMBzR07NtBYuZ9reTfYC+c4ov1RNhgOoTu4XsJdo0B9VmamFRUU24TxU+zZZ5+3yZMnG6CLUpkDDzrAcvLXXFPPokYNd+HqEhs29EWbOHGytb26lQ0dPtC++HSshOXwIw62fffdxwDHKCcU2Jw582zo0KH21psfWfPmzW2X5ttKaQPqAfuHHra/TZo4zebNnyOm23777fUM7odpv/rqK6XoVq5argXZcMP1lZpFeXopTqHl5RCNds8Nppk4caIiTjAKCwZ4YvHGjRtnp512mgAENPjss8+kDFl0lAYeJ6VDjBuPkvIEItKx4Dzv9ddf1zwQ2M8//1zPAaTBjDARaWoYGKGnzOGYY46x778fK4W+4447SkiPOuoo++KLL6RAYFrefdhhh0mAEERKmQ444AD79ttvBexhWtJbXDdmzBgZdBh08803tz333FvAHiGEnozJQXeWGJw5kLoD1L766utScIWFxTZt2jQfd8Mm1vLgA6xJk2Y2bNgw++rLb2z5iqV21FFH2O677yqaQA8Hlg7qSNlvttkWiuYxn3XXXVvPwknj7wgl499uu+1krOCNr7/+2saOHau/I2CbbLKJync22GADCS9zPvnkk0UXaNeyZUutC+vI33k/SpY5UzoC3XjW999/r4wPwst9sQZch2BCD2oyA7ACLLkfRwY+YMwffvC5LV6yUDSExyg/IJKAwUD4SfezLqwhfAfQZOw4mB5tISJVKmA/cuRL9vFHrMFqO+ywlrbX3s2tpNis9VVXWp8+vTQeFCQRN+ZzxBFH6TlrWj9KoVBmXKPa4lSp1Pffj7NpU2fIUE6dOlVzgUf23Xdf8QBywLiRR9YC2YJmACL4HKee9aPMgvWDJ8KhYv1Ye2j62mtvSA7QGTh9G2ywnmjh673CNttsK9F0ypQpNnHieN0D/YjIuAO73J555im78srLVUoGP0X5x8cff2pnnXWG+POpp54SmPvuu+9UGoJRgc44CPA98gLvwHd7772n12GnStb+y7h9ja//raC+3CotJ5O6VzKMFTZp3CQbOHCw+H7ttde1Fi33t4NathBYJiCSXhLAPZ7Z8nIRPoBMZKJ1q6utbdt21uLAvcRbUeKBQUbG0WV87r6rh7U4cH/xIHKGzgUIose33HJryQlrjoz/8MMP4iUAFLJIKc3GG28qfnzllZe0nptttpmexbhY91GjXrEjjzxS8oqM7L///nbAAQcK4H366ac29tvvbeUq17E4EitXFNr7779vvXr3EEBE/jzbWWRffPGNvf3W+/b662/aOeecaVtsuZE1a7r+GuWPfWB80Kuhb7AjyNJWW21lO+64k4y6HCNFR6lj9j038+YtUCkQ84CG6Bfk6ttvv7ETTjhBNg3+57nIC3oMHbPuuuvaHnvsIR7+8ssvJadHH310VbaW98Pz6L6jjjlcddTvvfeBrVi+SjLcuElDRUd33Gk7wya/9957oiv6imehV9FNRHb5mXVBB8IDyD40ZlxvvfWWbOrcuXP1j2dvscUWsnHoA+6L73bffXfRhOcyrg8++KDKAUIuI/sHQESG0UnoDPTC7FmA8Ua27XZb2h577CY9/+EHn9rLL71p51/4D9t2222lQ8LRiywCeuapp561K664QvJPedaxxx5rX375uX6Hnptsspl4ce21m0l/MW7ozbhZK+zglltuqXdgi7DhrCs8C63QJ9gLdDM2lGtYF2wUZSLoZ3QWOol5QSccTdYRHbnvvntpnefOnW8fffSR6MrYsPfbbrO9bbKprwX15/AKtENvQUvGRQZUpSrZKXBfgUNXqODpV199I946+pjDba+99lBA7qrWba1nz942ZszXNnfeTN0LnQ8++GDZXsaK7mcs0rUVXlbH/dguz4B6pYMHKyu1zqwX+hqeYQ7MD1vCeiLbK1Ysk81ChvkHryHTO/xte9tsk82FV9Ar66yznt7P2vEu+IJyXXTAm2++LpptuOHGsiXQnfVyvVKseXDthAkT9D1rgTyBY+BT6Pr0009bq1ZXVJVlkkFAF3744Yd27rnnCjMNHjzYDjroII0buQaTYZOQO9Y5nEPWGFsSmZrIiEfwzLMYqaBaTaqpz6jIUD3T9R1utvff/9DycmspdUPU8pZbutge+zRfo1GKjbJ4KsWFZTZ40DAbP36i3XRzB3vnvdftnTc/lgI+8aRjVYuNMocRYCiYHwF7/rnhSqluvc3GEi5A/SuvvGJ77rWTFDjEQ9ABHNTPNW3aWAr92WeftaOPPlbMjzBR5oOhOOOM0xSdoaaOej0MJwI8adIUe/DBB22zzTbRoq5evdI+/vhzCRQgsU+fPlIyDzzwgIT9wAMPlKLDeQDkX3DBBWIiQCYK4tprr3WHprxcAL5btzusY8eOEoBnnnlGQBRlClNSlsLczjrrLP1+0UUX2fnnn2/jxn0vJYkBbtOmjcqQ2F+wySYbaVwYaMDMmWeeKWaGMf/xj3+kgGMD+/CDj+31N16VEwZteR/K5ZVXXpOAb7f9VhKA++67zzbddHMJN/R/5513JHhXXHGZaHPrrbdKsQLwcIz4GzVuCNMN19+k+WMsly1fYqeeeorG13StJqoz99RkmZQg6VBA91ZbbqO1atCwjsaKscCgozQRxi5dukhxIGwIIvcADhF2Uvx8brrpJjl+KG3owvwZG2PEGWTNoTFGgzWCJy688EIZHhQRETkcp1AypOVRHqTxWaNbbrlFfwfQsibwHMCnU6dOMkisM1HL448/XgoLgWe8F154vsYADQc8M1DvbNS4gRyTUaNGal1Rkp5+JbJSJjq+/fb79sH7blBOOvk422abLWzJ4lVa2zPPOl0OA2sPDw4ZMkzrfsIJx61x/dq2vSoVSSpRiQGAGOVORgDwQk0qyhfAN3zYSFeEG60vZYXz99Zb78j5ueeee2TYqe9HNlCurB9RD9YFHuXeUaNGafzQDsNH9JTrocedd9wtQMHPgIqvvvpCoAyDjyFEIaNU33nnLYGJ8847T0475UejR49Q/bRKjopK7bPPvrJnnn7WHnm0n4wp15566uniI5QwRundd9/VMzG8lIgwD4wBpSE77rh9VZnPXxnUW1YqZV/KRrOF1uXmW+zTTz+3Su2xybJm6zez22+/zfbca1fpRMABoBMegT+jhCK9tBAA8vhjT2l9Dzv8EFtnnbXEYxGFi0wXxu+2W+/Uemy/w7YCZOgNdB3NEuARIpGAFQAXYBGwCnBBxrEBrVu3EYiB/44++kg5/FFnjt666cau1rlLR72je/e77JBDDpFNYO0HPj/Yjjr6CG0yp4zz00+/tJLiCumQ2++4xfJrZ1lxITXrXkc9depM++TjL6SbySSvtVZjs8rcNcrfiSeeKCOPvkFnnHLKKdI3gGps13nnXmC7NN9JZQBkq5UFycq1xYuX23PPDrQ5c11/AOzQDx9//KFsxf333y+wgH6Hb7kG28LfsHPoLIJMn332iT3++OPS3zwD2kPje++9V3qrZctDrH///tKFJ510koI/gBVANbYCOUMPAtgAMIBJZIhr0MW77dZc6wJI++STz6QDb7vtNs2RshYCFVyP7SLwRUCLZ8APyN6SJcvszTffVHDgyiuvlHyjN3kXASq+x3ajKy+77DKB4eHDh0tO0Qvoobp1Gkp3jxo90rp1u1V88eUXY+zppwZa567t9QxknE84mOhTdPbll7VRwAmwecGF58lOYAP5N23aFHvmmWeFLaAN9hT7TyAAewMtoRP65frrr5cdBAOg+1gH1gCnDYdryJAhshVgDX6HdtD/tNNOltyxPthPHIjatepqPji/99x7l2gJDZ566hlhCObz0EMPSZ7AENjNmAP2DNrCX9iaSy65JKXLSnzvSCk8VmnvvfuRHDls6jnnnmkbb7y+1uKsM8+1M844S/p30802NII7rAf8hSPJGj788MMCzOAbcA9OH7qfslrkDEcc2kBrMqnofPiiefPdZEvQC3yH3BIAY844WuCDb775RjYE+Seb17LlAbb77nsKS4BJAPHYC3QTztdrr75ld97leyJ69+6p50NzeLBJ42bCL/AbJd3Dho4Q+G7arLH2cSHn77z9gWzzZZdfIh649tr2omXgMjLtyCkYg7WHB7DP0Bk7Bc6FN9EnyAHri6xAf/RYu3ZtdV18AthHEKRGRupR/hAMZigsKJXnQXS3Tt1aduaZp9uVbS7+xUhT1G9HpB7w3PWWjrZk2Xwb/PxICcvFl5wvwIQwRt0ZXuKCBfOs22332Kmnnmr77rebAMPA50dI8Pve19022GATKUoUKyCDqPVee+4jg4Gn/I9Tj1ddKFEnBAdlBygnwlK9ySlTTAZzo0DvvPNOlUMQvZo9e77dfPPNAh0wEswL+AOsYPSizINIIUodMArjomgZD0qPd6Ok+B4hvPeeXlJYzAkAzfj5GwqDfwgxws2/M848Wd4yXuxFF14ixXf6GafKAFPPN3gwTtJ4jQ1Fc/HFF0sRQAcM8fRpM+26666zHXbczq677hrNg5rtZwc8r59P+ccJ9uKLowWCoA20t0pSZvMEblF2MC0KvFbtPBlXXWMm77rjzZ3tySeflBCi0IkMtL7qcgkNThNKJkpwELLu3e+xg1seKuFjjbJzMiXcUa+Lw8F4n3vuOSkNFAAe8qWXXlq1EY01euyxx7QuPPP0008XXVHYfIIeXbt21dijBOeFF14QAOb5AcChVdRgwh84L7wb4NytWze7445uigAwPgzdyJGj5EzgFPB3AD4GjQ9jgQZTJvs7QhFfffXVnkIsWGkvvjhCPHP66aemNiN5JgvAvXTxChs+bJSc6KvbtbayikKbPmWBypkAtsccc5ScSIw2xh4ldfPNN655/U4+wQ44YD+VUUUkq2BVsQ0aOFxzeejhnirPQq4xYDidrPUhh7RUVHXO7EVaJ+iEkenbt6+UPesHHeAJ1i+UGHTt0KGDjByyiqLce++9bffd9tRzoQNKGjBHNu2hB5/Qe6F57Tr54i1kAcPywAP3KY2MQn7zzVdVH6yMWmGJnO0BzzxnD/TD0Z4mWWnbtq0icVmZOVLOjGO77bexQbMeUAAAIABJREFUG2+8UTqG9/EewA+AyGvra/ZO2d8aqS+pKLHcnHyBeLKtp558qpUWlSs4U1pUarWb1laQ48pWF2tTWdQNe1ek6n0I8ChOlcoPSyukj8jUfP3VWGvStJHAGACRzA2OJ6WUyMP1Hboo48mah37HIN50U0eBZ9YbPRN1+FELjpzy/UEHksHd126/4zaVYB544AFVdeczZ8+wDtd0kQzUq1/HHnzwAV273XY72P339VNG8PQzANnenQYHvGuXbuLB++7vJZmg+weZiIKi1VYrr659O+YH69ixsw0bPthKylb/ovyhLwDjAGN+xuCjT7Bj8NqC+Yvsxpuul+PgHaZ8czZOac97e9tt3bpo7uhq5PrppweIrsgN9ENm0DMEIqJ+GT3Vs2dPyR1gCT14zjnnaO7QEzuALkcHkZkACLOHjUAL7yGSOvD5IbIDF118nuwUz77qqquk63gG9gxd9tBD/RSpJTuITGEbjz7qWIEv7gMHMD7kC+DHuLEl2AT0BTqc9cbm4qigm9EnrC1BJvgJ4MmcGfcNN9wgBw/9wT0bb7yh+BA6wgOAQLIS342daB07drWBg56o2icWNiSiyIy31ZXtZNcB+P/85z+tw/XXGo4Yc8Qu4FjxXvTe8BFD5YAwToArz4FGTzzxhBwXwCNzRdehU3CQCO5AE3QcDh3PZf3hCdagd+975CBjx66+ur2t1WwdrQGR+zvuuENBmf3220+g9vsfxkqHkVUiSAbGYW1/zF/QGv4iaDl/3kLxF04jNkTYKTtP5VYEaXCQsSXIL8HUc8+5UO845R8niSdXrCjQWstBvukmrQPOAiV0yniUmxzC27rdIixw0EEtqjrfkXmim9QLLwxVZQE2GYekYDVZry/Ef7d162T77XeA+IP1uPXWbvqerjdgiRYH7mt77bWP1nvIC8Pk/BBUQiaXLFlkt97SXTK/9z57KhOHU/+3v+1st3e7Uxm/7j1uVfYQm8n7Aej8T5l1YeFq+/qrcfb444/Kbk2aPMGuuaad7HIEBlavLpZdRxfxbngBW4LtIMAJxmP+yAY2Dz5xW7JM9G/QoI6dccYZ/7K3NPa1xP6GGld+Q6SecpkzzzjPClbTRsvTlRCNOvjzLjpzjaCesgt1OKgsEwOwURZQ36XrzbZsxUIb9NwIGRJqiNWBK7VL3DeEmC1aMt/uuO1eEW7XPXaQIA4ZNEqK475+90gpozioHUP4mjVdW6nfq65qq8h242a1VLNGF5m5c+brGsoZ8OR8A4h7tjBFn973ybsGNGPsMUJEVPCaYXoWFDAPyARERrcABAnFhXA/+uijGg9KC88d7w6HA4ZhXJtsvJkYhGhhgEUICJDnXkA7aSz+hzk32ngd0QGBbNumnZyFYHpSxu+884HSRShAnAoi/OFpQ9dQ6rvutoucMMaKkzF61Mta1wsuPEdzQgETschM7bYnYo0jguCQPejZ8x6lOKFN7BUg2tLhupvkyFBSNHz4UCk5lEhs/vRMiHfqiW4EB+x/oMD2XXd1tz32bK5IGNcwNqIcKBcMJO9p166dFCkeMgIWTl+U4qCsidQzfwwqfydKgOASXfFaOo/gEIWAViigqA+PWj3eRTSfiBv0Yzwo5fXXX1sRCAwbSpy6bZ456sWX9I7217RJbUD28X839gcZQ6IuOCg86/DDD5XhJlqP3BCZQdB9sxapU990jNNL2hQlcs21bdXScuK4WcqWPP3Mk4oa8G7m8uGHH2suOBVrWj+Acvv2V+sdsR/EnevR9u47H9oDD9+V6sCQaT/8MF58+dhjjyj6itKeP2eZeBcFR9o5Iu84pRjnv++7tzJDsVmdsbdv314Gi+gexoHIy847Nbc77rhLxpGSmYpKyrLQBy8qgoMzq81RWTiw0+3yyy+Xop85Y642eg0cOEBGizlUR+qft/sf6K10LXyPcUK+4HsAEe/+2047CMBzH0oepxxnFGMZGzH/0pF6ulay8d+y7Psx4+zCCy+11StWm5U5Leut1cDOO/+fdv4FZ6n9m1L5lIWVEtRgE3j1JjRKc5AT9B4ZOGRwxfIiZcgwjBMnjVcghPp5In+rClZar3sekq49+ZQTVYLCGqNLb7jBZZxn4fQi82R7PDOQrYwZhpZONPDTPfd2tyOOOMJatNi/asPz1OlTrGunuwXqcSx69LhbRp+ynvbtrpXjQCZKnW3ysm3FstXKFAOS7rzrNsvNzzCroC2qbxSkveD3300wggGDBj+rTiuTxs9eo/wBbInkETBAV6VnNOCzQQOH6lmU+gSoX72ywN58810bPepV6/dgz1R7O9/MSxYF2QHwM84RI4dJh8RGU9YMe4JuI7IKIETfEYQAaPIMIsCU5QBMXn35XW36bX9N66pOIHTZmjhhuj07YJDd3+8egStoj41Fv6AbAZk429AUcEcZLe/t/8RTylKzFrfddrvtvscuAsvoPjJ1ZMOJ7KKPeRb0YGxE6VlPQDO0AtjF5kXmFLoZ+4ZejQAcdoQS0sWLltoD/e6zTTbZQOB5/PjJdvNNt9iQoU9XNTvwjYmuH+Eh+OySi1tV0Ycx8Px11l2rKsDBxumRI4dLjyqAtN7a0oEEzXwDqYmmPJM5sjZkgwkkMW4CK1yPDQqHyB2npcqQXHrphbbbbnvIvpOtLiwoTtXG+99xMKDlhAnjpFuPO/4YPYcyRWwykXBohi685pprqkqTeQf2Bf4aPHigZWVXqpuNmoSUko1aYSOGv6hx0HSBDcaTJky2Vq3a2uOP9be11m4sWaU7Dpkyno8MMgYyAWRRhMUyc+Ssvfb6KwoCEpmOjn00PykqKNd64giw5uAH7gOLgGGefApbwn4oOtgsVOnPYYceoWxHr1597NDDDlKA84XBQwXIeYZlsJG53BYsmm+PP/Kcov0tDz7Q+vaNrO8O1v3ue2znnZvb6Wcdr/mCSwcPHqJx3Hdfnyr8MWXiXMkl2ARQD9+98MKgqhaiZMp5L7yJM4ftIYAI5iObw1zAJPAG4ySwAO2xd+CjMWO+FC7kE/wemUrf40HTlRpWU0/6gM1uffv0szfeeCvVeSRH9W2kMkhjr+kDAfhgINjUiheOkN922y0yvEQMmPyll12s/z1y5hENgYq5iwSQiWp7Om+JDDNeH+CYrAELSsrn8cf7a3MFXvN5510gMJGT67vBEcCiQu8XfsyxRymt550GfPc3KTJAOUA8vFEizUQ1XcF9ZNd3uFERmUMObWmHHHKgxodx4/kwMQxz99095K0Cmokoo2hRWERWABkAYdKegKRI1cQmHH5nnoBHFBDgMCvXWzqNGzdJJVAozbJyOtKUK7r05Wc/CPw/+ujDGsNVbVrZsGFDxHg4JbNmLpJiPuTQA+2gg91jprUoBmXcuAl2/vnnKhoUNWkONKNerty22noLGWjW4NhjjxZtAaVcz1w6d+rmRrVJExv54nCluYnqYsBdKXo9N4o5hJroG+CuR4977aij6Yyxj2p5mSeZkRtvuNk6db5ZirXd1dfZkKGDU+vs0S6ui13pkyfNttatL7eRLw7VfFFizz030F4YPNx23XVPswzvoc0n9jcwPq93p1Z1hhxFnE94B0PW977e2oDJhpmXXnpFdCW6t/lmWypaQ2qS8pfnn39eTgkgErrFptGInhEJBrDyTJQ6ypp7d97Z09WRpYkuCPAwCpKyMxxSaIfxbdfuKs1PbVdTpUzU3g8YMNA6dbpxjetH2QNrDKiPrkGUwQHqJ06YatfdeLkiO9QWT5s6S3zHu9iAS2QWUE+UA1lizChdgBNRC8DAEUceImARNEYp4uTB9xil3r36CYix3gCzI488XM6tWiSWl2sck6dMtOuvv67KoccYX3lla0Vu0BV0xho06HnLr+2txehZTE0tqfP+Tz5oEydOtcsuvUJympHpmUR01r339FEa/cCD9pNOYZ0p9/nh+/HWsdNN6kUeGYaaCux/a6Q+okbeSWy+9ejeS2l5QJJqRf+2ieSVtfXNtN7WMLKQ0TXKW7N5WzpkDLBBcCMzm6ydg3WcLfTk888PsiMOP0qZUsrtWPN999tL7em4jhrvTh1vUUR81epldtNNRGefVks7gdcSIt2l9s4774kHANnde7j+IeuE3kMHTZ8+1TrffKfACL/jhAOQiABjG0ipr71OI4Eo7A/ZWADv+++/a3fffaeWPLV/vCoKjoPCBmCicMjxD99PXqP8de9+h2QWvRz7gCJAIaNeWWa33to11enLW1UyjuHDR8ph6dzlJoErdEFOTi0b98MkRXR57jdjvrCvvx4j55nIMZkzj+ivsIceekTZkX+cdoKN+36iugyhT1k7MhYHtdzftt9xGwXNGBvyGnq9uvNVpbVqdZUCNocd3rLKPmDzXhr9mk2bNsNuurl9qqmEbzh/4oknFWVlHwMA7eCDD9K+Kpw/nDz2BX3/3Tjp78pKzhvIEShiPR59xAE7gRP0qEqRcr17SuAEHDgy4dgWfqY0kXGzz4iAXL16Dezsf54rh6dTpy42aPBTWjuuiZIQeIFnorcvv+xqAdY5c2iscbm99NIo6R7KgdGvn370rWwnzhk8RoYS2xxnh3AdepzgFPbg/vv76e+UlIAdxn49VgEFsiTRAAPZiYYQx554tPgCsEkwE9lhrMgZASnoB1CERwkqUbYDnb20Z0fbdJMttX7wI9kRPtHkQVH5vGy74YYOqXp473gET7MWdL+ZP3+ubAn3kF0OUBsdbZCzjz76xJ568hmVBxPs4LkEdciil5e5U19cUqiA5wUXnFfVLY02mXSPIuOLTr3hxg7G1hvWgVI29t0MHPRkqqlFbdn/e+/tZQT14MfevfuKT9ETYB30ProoOnKB9Z54/GkF1Ag4AqyhO7YEWafUrkXLvRW0JTMBpiETdHNHgnleXk33KtbnhSGDZOt5PqBepddmtnpFmRzgZwY8JTuHvYHvuMadWcoWF1uP7vfa4Uccagcc8HfxG0FkHMKvv/lc8unYwjsrwcvRSAP9XeNAvQtMllK3gCUYG8DD5gvalEVXjZ8zitXei2/gILqIkMOIgJjnnh0sobnwovNTgomwOWGIzGEAANt454AJhALFAHhAmas2Hk9+8WKNr3Gjpoo6XHttB6UnN9l0PRkdpayKSrWpFnCF4acrh0dy2byzKFWW01gbKaJ1ITXbOAuzZs7R4gHON95kQ7v44gulHChbgIkRSP7ev/9T2sQCoOf9nTp2UdQBJwSPnnETmSJKBcCDCaAxgIs5YJAi3YPyA9TTkvKHHybaNe2vE3AxpXH9oJ7PP/lOxuv++50hUVyUePCBmRbMX6FoJsYQUM+7Vq0otNGjX5YBof67X79+Su8SfYjSGuivzbh52RJKIhQYVQBZdA1hTjdc7+UaOCIvjhqhjZx4xkTHKHNgfs4j3qEEod5v3wO0RqzrCSceZ/vss4danlJrOm/eIjlPgC6AZburr7dbbu1i225bfYAIcyOqTHp97pyF1rr1lTZ02CAZR0AIm3qpxSMynJPrZw9ERwNtFGvcWBEb6IyS2mijTSw7i64eM6T0EG4O0sGIsnEHMIiyAJx/8vFn8sxZX2rSqYmM7BJ8EJ0qiMxjmKILAgoNpUpUCOUPzbwsqfqgMsaG8kZhkCLluQBt5vfyKy8qsh0ZLLp4wGtdunRa4/qx/4WSiMJib73GemC0X3v1HRszZqx17NIu5ZgC6mcoQk4aOj+fHsEVNmfm4ipQj3Eiao9ixeCgWI88CkXnfBWZFgxDlNrc0wPeO0AGqXefngJ41E17lKjAXhz5qo2f8IMcw/ggI9RSUyKG4bvmWkD9s3Iy8nNrVZUPfPnl1yrBw4BceUVrpauzdRgXZXuLrOe9fQXy9tt/b2U9Vi5fZa+99paNHzdRBgjHuKZ/fiuoj8gxz0H/UsYA6EZXwNtHHtVC+4x+3BXKo0zeWSkin+g65Iv6UoAXAQwO/wkZB+RQrkDUq6S4TBk4onHYin322UvlLtr0N2223XLLbXbjDZ3khKEPCfJQ+47TQEtdsomUcKB34UkcbRy0li3ZQ+XnlQDsiNYSaKFkAd7EwSQKiA4i+rrV1puo6w0b/JFNADgRTvYRYAP8ED/PWsC/ZBwYGyCDuf6S/N17bw/V1gLGCHyEk8jz0Oc0DmAvDPYk9ARA6u2339WeELrsAAbcBpTYG6+/o6wV0cYx335uI4a/bI89/oiX6KW6WM2ePVdjPOrIY+yY4w+1xQvp/NPX9tpzX5U+3dvzbmNcdEZ57WVfK+wNYJdxQWPoR6ChTp161u9BnPYWdmDL/fV3utSNGvWSTZ8222648erUhvIcgU10DjY2QJaA1YH7am2Rr5deek3yRUkI2QlAPZk0QD2ZtHfefk+OFbRSOWCZtwgGBKMj2TcA7dHFRKZDRtGJRLYbN25qZ5x+ltYeHTNk6HNVgD7AFDIN/6JHrryCzmFDbebM6Qp4uW30dqoEkj75cIzGheMF3TfZdCMFQfi7O1LFKsmAdmStGTc6JXTehO8nKYDB95SfQb/oIMQcmq3bROXLBEPYWwUwpsFEZO932725+Jq1UDecVFc47BNgk/JWqgDYlIy9hFbRUUkbmxcvsC233FxYJFr1MnacIBxHnksWAd3/ww/fSS7gV7cjZB/KtVcCXiTzAr7ZeustFVys5OCpMtcD7JWDvmwoDic0gp60sqbklNKmyEhNmzLbrricYBRRcc46yFcpEPZ///1ayB4A0onAB6hHJ1EeE+2IsYfs3UG24TfsMs4TEXPwCAHYv++/m0A950u8NPoVZQ3R7YyDoOu0yXOrs76zpgvboQPAsOitwoJy6Zmx342pKg/D9hJEIugBXQH1vXr2UTAXUM/ehWVLVmpTPaCeIJYHCDybE0E6d1ZpWVvDIvVMoLQY4JlnlanT6bKy8TRN6VUObFjTB0/XT7Uj/e11hjgGXbt2FsMNGvSCmIaUR/TojTpXiE5LKiKCgPqI1FP3JUB5ww3yyDBYMDglDwjGgS1aCmDjUR9/wtEC/SixyZOm2vMDnxUgZzc0oIIFQLH7Jr+XUhuBbpF3SM392LHjrHevvoo6EjFCQXz19RdaSNolEQFDGeGsAPyIACF0OB9EFmjRhAAT7cb7plad51CXTOotPDruJaKA4GNM8K6pBcyrlaka4smTpwvsAlw4ERKmJWL19Rc/2COPPKIU7bTpU+Q4PPfcADEkhmD+vKV23/19pLRxwiKlyKaUL7/4WrXaOEkIA04SQJwxsUbMCfBNGgojgxCRekRIYVTWgI1qgDjSlqE8UcYIfvTi9z7kRaJJ3773y/BSjkHm4tjjjlakHsBGhI5I/S1db5OCqFevlvXo3kelK+ec+085YawjSo61RplyQjGdUV4cNUxgDtrRVu/uu+5V5GHLrTatapkHKAdYo7BQChgkIk7Ml84QbARH+RK5mjBxnIA7vELJDQIKwIRGV1zeSoqHsqCevdjXsUFVG1UADwaHGleUxeabbymFFJkCooSk9qCtG1g/IZbULEqMLBROL51F+OBMs9l1xMghVcYfOfr0ky/lbHbvccca1w9AgdGANoXFBTp0DYX/4siXFYlrd+3lkmHSkChmj9QPl9OI7C9ZtFLyR6SeCAmKGN6FlwFTxx9/rOQyImVeN3mrnCPSuIB63k9tO0qZyBROAQrQ5/uGjH6HDtdK/uEVjCARRHidPsvt2reV88Jc8A9pn3pf3wcF7h9+pJdS8Ve3bW/DhpP1870DdBZ5sN+jMr5EEiktIU378suvi+/pU55+BkNNBfe/FdQzr8iURQCG3+OcA2VkUqc//mva2A+AUTQ1dSgUBgrAwr4J5ARZ2Hbb7VP6IEuOM+sPSCLljpzR/ebgQw5SCRprjnyyNpTfEPBAT5HBoUkCtazRgnPy5Kmqi99zr90lo5QFoNsBKIwXXQJ/oCMBIpR6RWkYZYIAIAIVOO0OdjKk/wH+OLp33nl7qle198aO8ySQefTzk08+rb+zp2NN8tf3vp7aAwKow8mlRA1bAp2IzgKkALQR+XU5yZCOYuM4QZidd94hlXmYbU8/9ZxKSwnELFgwx+66s6dKbZrvurN0LnaOe7FJ2DicFpw1OkHRfxzHu6S0yC655CLpls8//1rjQlYBzJE5BegDek8/7Uzrcc/daqSAjYA3yCQQ9EEfXHPtVaky1Uw5KdT8YwsPOfgw0RLdRrR1deEK2Xnka8w3Y1Ve6z3KM6VncNzI0lOSxJ4yxo7zVUYJBwdKfvihbBClnpQToWsBoNJDqX0AZKQp86TcZ+KEyYq6Dn5hgEfS0z6RcQIkXnpJa4E4+BI9wnkfOFjKSGeZffT+1wqK4eQBdj/86H2NjTJJrkHXsE8gspMcAgg/AkT5LFu8TPvZAJvY8zhAEscRu/rPc89RORJ8xXUEj6JcF71K1QA4BZlhfdgTxHvBCWAM9onhUGCvGBcRbmQI/sLWUP4DUMUxjHahUWIL2KbkuP01V1eVxLRq1cpGjBgmjBKOLPzGuiKrOFSMlTbKlAHzLPALWWnK6OJgtwgQ4XzzHspOiZDjSDL+yROnWetW7W3osGdThxJWCtTfd98Dsh/bb7ejdMj+B+yrZ7L5m0g9oD7GxvXIIZiEfRRcD90JCoEdoNv+LfZWUIq9AfA/9v3mjgSI/OwX9qRRvgo2mb/Aa+PZY4KcMn/2NuDMEWCm/BkchrxTouuHqVHutlABIvTYwQe3kLMAqCdw+N333wj/BCaKcl941jNHNbClJd6YygvKOTTCozbq021eLxfHvf+cUcQbJr2PMcbbJtIMI2Kk2bjGiYMwDtFInu1KLw4RqLBFi5YpqgrIpvSDKDvpKLzndE8e0Ignj3I/7bQzFDmh9IHoMp4eKUvAIJ/LLrtEgJ10L+06UQoQnwgI4BjjAQNjhNiQgzLDAcF4IGwoyd332FXAhg/Kg7q3k08+UV4kjMCc2OzyyCNPCNwglAAWBA/lgSCx8YSx8XwiRMwfoWNuGC8EjLpPmJZd6tdcc52Y009mNEXqP/noSykExj1p0gQxLfeFgzRr1jwJA5tNUNqsGaAOBwYwhcFgPZgbdXQAVMaJUqI8hXWipg6DCQjmX8wPxXvjjZ3kXHHf22+/qYgCnUhoz4byj4NGiE7xHN7TosVBUk78jILcbz8iqWXik2nTZlmXzrcI1K+33lr2ycdfSTlyyA3rAhCEdmQGMABsBHbHxEEvRgteIHJFOQ1Kg/WNlnO8D2OPw4XxRYnCcyi/zz//UrQ47rhjFLFB2NnQSvYE0I1hQJFioADiOFOsA8qFdwDG6dqB84NxRVFRI0utqvf4X6WMDg4TiiDKzLzlJ6CoWFEsanShIbw+f95iRZioCSRyxPwo9yJlSnTl/gf6rnH9Ona8SQZKgC512Bjr/+abb7si7nytyiZwfDG+gHrehVPGmixe6B1scMSIzlN3iAED4DvPHKHsTQBDsh+APaKk2pB4n5frQA+ih/AY+0wAORgmgYAxYxQpIxPBc9j4SvkNipXe2n369pKBAXjAv4yT1CeKmJpkZKN9uw5yRiJCQ9len94P2KGHHWx77bWb0q0Fq8hQUXY2TpkBDBBAvyZ/fiuo94hjrsB5dSmNp9R1omYZB4i5IxRR/SjBw7jyHX+PWnp4D10IH7BWB+zfUtkoPkSlvVXvRAUX4Hki9cgD3Z6ixzzr17XrrdIbrCu6D72GLHrb3EIBC5xjNvczfuwGTjeNANj4yxjkAM+eIecePRp8Cn/hwAP6TzmFji+NVXqJweZdzOfenj1kA2Jvi5c0AOJmSSeih5F79pGtSf4eerifMn7oE6KsvBswgK4AzGETyITQsjYOsOM9yDoOCUCG8jQCFnPmLNBGXcb44EP3KQsy8PlhynBygBfgDlCPbatfr6FqlikvBTgDTgDB6GEyG2TnoDf2E1CKXcSZRs/wTuiD/WGOrCVlJ2RzWW/KZOllDi2uu66dwAlOIO/GFtPFhUYM6Ec6cO299+4CyOiRESNGy66Qic+rla1SOd6HPaMhA7YOcM5cCBTAV9hU9Cq6gUg2ehMbyDpw+JAHyZbLvrPOZ5/trQcB9a1aXaa9VOjK4FueCW+iy69qfY3vzZnlzhm2JPQo9vPjD76xp57qLxuJPcPBAThSjublj5Ols9FnOEs4gzgyrDM2dtWqIul8nBJsC7JA1gHbzwcHBHtF9grdik2KrC38SAkbdgxbC79wPWsFpoC/r+vgzS1YQ/gKW8MHGwLNCKoQ9WZOCsByaGA5jnyFnvfyS6/LMaBUi05LYCZkCX2ADgaPRE35o48+Lrkj+MK6cg80QF9+8cVnVSWVcRCm76MoUkaANacbIsET7iEbd8Xlbe3FUR68wvxUnyXhpZxhS7AnYBZaGiPLEVzgvIann35O+CkcexwC7BCgnjEefOgBwqDwB5lzaArvCf9kZ9iUibOlM+Ap5IhsMdgB/oWvwqazJmCoKVNwklpJH6mkNLNcpxeHMwKoxy6uWEab3TfUchze4BP2i591Tk0Jpb81sPyGA3RQBKQ4ItKjaIq5kfilSL2fAk9kF29qhWouqW8jkkmf6nfffV+LSErLIya+aTDKEkpLK2UoUNB4sjA9kREUDszKrm/GBdijJzZAksgggI2IPqUvADAUFRFfIv70RteBI6luDggBSgtFi7IAoM+e7f1Jt9xie4ExxnDHnd00Z2r18FwRjDjZFAWFcvYNg76ZDCD54IMPq08qTBm9nL1H6ysCM9zP7yglau1RWjAYEVHKPFD2zI9uEyhDokiAf52ul5GhDbQwLHVg0IRSmk6dfBMg/0gdUfIBCKNfPbQFYJPaIxrG5lnGDIiHxlE3yzvZAMnYvU79uRQ426ZqgxPfEy1mTQDc0I4oNAqbllCk8TxC7aAVUI+woIRQxERQeD4njrKRhwjWgnlL7YnHn7RzzztLG0NpOYXygl7et3mp7gVss3eBKAKHszi/AAAgAElEQVRKqHPnjr5bP3WUPGVTlLLAc1G/CF9gyKAbUSHmy9+JQKI4TzrxFK3JlKmTZIRoL4dyjnXmPhQQIDUi9xgansG7WUcALhszWSOUO5t3qP2FJjwH5xRHE14OPo+MhkoTZsySswBfMFbuQ/kRXUiPmo4dS/nP63Lifmn9ArhESQWRMXoYs1Gaftx8kE9oicMKj7E/QRutV66WIYR/kB9+RqniGLGWRE1wbmMOgC0yFBgq1hwHlnsBDxgToqhcz5og//QGhz5nn31WVSkafES9LsCP9YQ3iab5JuO6osmuzXdXdLJVmwttzqz5AvBdb+msA4MoGyKSQk0pYyUSSikfGS+cLPj+n/88Uwe/AERq8uf3APVRLqfONrl+eFNsEmbTJB94O6JLAYoku+Ul0v38LUC/upEsWKDgyueffV11UBigHj2GU8y+EYDH8OGjVHoDD2D0eC+1/awnwRfKRQDxyDi8AqDh/eheIv1sVIdXiJiSnUP+115rXX0H+Pp27FfSrcgL/BV9sJFPNrIBttAbyDj3EXR56+03FETysrzVVXsJol4dXQdQB4yjq9YkfwBp5oRNAKQDHOBPwCsRSHSBb/bM9kCY+UZkggQAkY8+/MTGjfczONj4t966Gwmw9HuwtzVu2sDmzFooO4a+alCfTmpF2ueEfmXOXnPOiZsrpGs80OLtF7FDBOJibOgnxsrYyK5RbkmbwyFDBksuaV/Jh8g/LReJUJ5xxj+kv9FvvIM1AmRBF/Q3nUt23HFbr1Evq7TPPvtCtoq2xrn5Wcq+kpkBNMfmdOSbtUQ/AhAZF0EDaIWOI6iBHsFW67TfLC/9wQZg37G12Hd4iHJPdC46OfqFB3bA/j7wwMMq04FfKVFVx7XUYWrIw/hxU+3lV0YrM45c4IAQJIN+cmhLyjUONtwzBoJH6LzYSwh49nMUXhH4h9egr9uo02WjaMJBZpbMCH+H3/++z37KZvFuaur5GecDMA//wJs4DsiO9qHMni17xrP5O/NhDaOLl2Qr1f3GT4nPEv549JH+1qBhPTlM2DjwAdUEcZBTlJwRjCNYBX8R7R4w4LlUGYkfLootQh5whMPZhz7w7bvvfijMQhctyhz5ftGCpdrT1LnLDZI91gQ6RctTHAbmu9NOu6jsDscH++MbkDkp3Q+ko6Uy6wpOwN7Ap9hO7kWWCb7ybLJLYDTklvWKQz/nzV0i57NL1066DocZ7EbwgN/BWzwHzIfTx/oD7smSSB9mlKkrHQ4pa46MwOuUmmG7qNNHTzn2qD6pOPY91MiNsnglSr+WejoWZud3wL6MgU4w+/lP7PgH2Pvpsl53ROkKzB0Rvti4EcIUZSkYEBaVRYbh4gQy94yI6PvmhEh7RT0Wf+cZ3MOBKBCd1F31sb5e5wTxNaZiIgYLJFQYCxwBwBA120SA1lt/HUX4o6aNKCOABybHO492gQGguE5Oj9pperQh6CcPUMrTTwpkTigrV/Z+fHQAMBg82rylp8ej9VzUg0aWI2o6uRb6AIJQgB6t84gbDgxrEBHi2GjEM1AajCs68/B8B33eKcgzNf67j8GBNJ+o9UPQvazJj2eOMQYoiIghf9e6lUMfN3RsvKF2EWObXxu+S/UmL/GxMQ/ahAI64Z8A8XGYEO+INWV+RBJQFswnImVx2iDPom0Wipl9EPwfbQ4ZIw4Vjh7GDHqiAIiIBA20USnXT+PFCPEM5s0YeDbXMQbuRel5H2+nS/CE1xs6DXmegyvvhME8UE5RKxlSxnVRGuGRAN8o9lPr50bR5Tb4J/gs1ibAnEcWqvcguPL2nsRRXsNzogsR31OX7HTw+cZ14YC4UvMyjuCT4AvWAQfTZdLBNdcyX9YNPuV73hM1wACKRo08Mqyyklw2aPrhZg5evSwN8JSdjQzDt2VSzqwvrRqrFW2pAg41+fNbQX3o15B1MqcCmCnnNwB7rBf0inUUOEqdGC4eUbbWywci+sY6AXa4n811XAdPBN/DPxjnkCvfY+VG3nWVZ9YA8RhmQDv3x+mxoStdX/lpoqwfsuYf7/0euidkv1ovlgicEp2jfhxeQregCyKbGTTysiRvfMD7+L1WrbxflL/qfWO+WZTgBUEOwJfrvFLv/0/nphLfO4ReIfOw2657WP0GdVNR01Kl9J9/3mvtaTGak+Udvwh4oMcAI8gfdsH1gOuLsJsxFpdDOsG4/HtZjZ/cjR4L4FglR7KDJaIoNivsQ9CT+/29XpNfXdvNvGhg4PXZ0QpVWVMrFW5I79yjbl+p7A9jwf4R6Ai7HgEU3hd8w5jUyjbFR+lOJ2OOUz9ZW57N3yOoBa8wB9+IzAnJNJlw3uNd6O/QjXwXtgk+xG7GKeShs6BLZIT9fe7w8j7sBLIAbzGfAHo+Xva0rPbDvxo3Fo09A+Jla+kONbYCZyDdprpOLBAN4C/kA13oYy9Xd6dqzJAhZ4qxsf6uv/0U5rDbfoo0dgH76lUXcXAW/M/32NuSkgJlfwJPhMMd9sr5wPnZ21j7YYqc1FxZkWWVVqr1D3vHnJgvNErnPX72chV3Gvjn642+drvMeoXt434/VTanam1ZV69j9z0yzjeOdeLD38KW+EnDuaKDnyrtMso4opyJ7HadWvWlm9AF8LT2cWaiF2qlsn1eahyZ98AiPMcbDNSwmnoIGgoz0rSxAGHs12QUIQLpwfRDnlxRuEcXCxabsTwt5ISNxeG9oRh+DGIDCATTBQh1g+990qPDDQSGmSE+Pa89cg7oylAU7+uvxyq9SMScyCJjmzplutL6RLTx0vCGvfe6755GSQRg97E7gOI7p1f1zvx0hguaVkUEUoyXDvyDySLyEHNlbuHIxJ6FWAO+5xnQIxRR0IR58iyYjLH+2BEI5YYAhRBCOxcKn1OsTYADwFM6X8jMVrjDFWCOn12I2Zzj4DUMDUJH6ziAnQQgA3BIhInIlnfE8XE5aHXQ55kitc0sc1DsAuQ84+viykFVJzKsbvjTlQPXEVkQP5a4A+SlBl5PjqDm59apcqr85ElS9llVp0NioIOP0xVHNYCtPlbbedRBFfyMgqcETA6h9q04+HWj43MKUItBDeXPewKIuALy0z5/av1iHYKHAmxBs3SHOsYbPMH74IH4BD+H8x1jCAMZjk4VWEzNJe6PcfI/zlt0igj+V+vETHdEoSk84B94wR0G3h1OhhuAMmV4OBU6jEpOnjv5zjde10gZA+usTZHmmyNLSwstr1bu/0T5TeiDAHyhY8LRCkARETh4nI/kQvt3vDsL5XHpeitkKX3Nq8G6y2A1PwOY/OTZcOBcQfkpxwGQ/Fke2Y6SPAFhnWQZAMU78XjGshrISZ5Tch76keAT/BQ6xB3g1MmunD2ocrZyzS0MPu+K4+NdL1UK0P6U/KXLBXMXnXJdJ6A/AM/cj72pspvlpig93Vv23uvvxmbJunVrK4MxcsRL6s1Ou+jKDGxktsZG7TJ868EjNhNn65nop7Cl4VyHXGOLArBJl6UCLcyXDzQKexoBKAfP1ML7J/ajOW9Ut5wO+cvMZK4oWXcgcrMBOqxTaVVWKI6CqHYYXc/Fu9PBVNhIB1oeLAiwFjYoxh0lDqFbQgcFP7tdoi2rn7YKX4nlUqBPINg8CxEZuwD2EZghKMlz45qwJem2OZ4Z6xv2X+9NnSQq3Z4q9Qs9HzaacUbAKTBV2LHQy+GopDtVvI9gBmtMICPWl7WsUwtb5nNzevna8S7pxDx3RrCfCqpUekBGGrfMy60A9wqIpGQs7HyA5KAB681m9KKiVdLHwgm0Gi/NVKvNuD+qCyJL4IEEB+3uLIEvXJ7jmqBR2C3X5w7wwxYFPweWZP5Rchh2MR1XBQ5Kx7bBS64/HC9Ib2ZUiB5s+HZwTkCjUsFGgkbRxc3H5IGAaC7gNje1wb0mnSjr7cqqd1YHUwRgij7GVVrgRz84aMqtAvVB5Fg8iIYirJ1fR4RMByGhDCOyFOA5Fk3gtsTH9i+GJaWsI7rEc2B+PoyfaClp5Yh0MEcMS2FhqdI6SnWmIudER9Rn+eQTVa4TQu1gtlx1gwKQmWF03OA4c9ASyTeHcR//qqNBHsENgxsGKxg1IglhpIIucV2Vc5PqHQ0NMF5hqNOdJN7jTOtKHO82yiWC2QPMpXu5LrRuPCMjElkDHCZ9r5ae1V1EXKG605AOAHiWwHjKMPO/O2oVAvVedpUhJeOAtlwRfAdysXfDjT+KwzfiFlplZaobQLkb31DwrJVoluH7GPjwvrgmDEBWDkrbo89hfFBw3MOhOWUl1euJUEcJQwB5+CBAUIw11pt3hvPnCtNTumF0pKhSp0xSxhZ0dMXFASIrxV/hdMRaaQ4Zrjx5P7T8ufULYxBiyTgEkHM8YhHv5TpfI5eTMKSRJeB3IjlEoLg/HWCF7IUiTefzAO0BApy/fR3TnZg43EggMNWyVDRWUMDXNvg7DJ+eoVNyffOhGyfPNvAMFDGAR0q4skSGJ6L6bLAHiDjIr7mf3xqpx3hLZ6vEEHqgAzyq58CqWm6gW/B1lcFLgZrQwUT2QxdJh2R5dsUDNa5f0sENgDRAeXXWx6PMAsTlHL5XKT70gw2RUZcLj565/KfzT+h78VlJtR5Nvy54kXWXEa+sljsBx2yCAdDGwSXjdIfeo4J8L97NdqeZ9/yU/GHw08ElzwqdHoBE8pHKCisDmF8ntcdrrDp2cH4FUUD2feXn1VZQqX6D2tpP5Zsfc7V+kfWCxDhb6uJS7mBbADUlw9WgFf1d/T3rFp05QkcFkHMdn5sKRnmnHrdB1YGSyEKHbncw5rXZmFetb7lnXHGkid7HmKET1+PkeFCqWhfGuIP24QiGLasGcR6Jhb7haMZ80u2jg91/Da6FQxH6N/SisgkCr/6Jd4UewjbF+hLVV1CLcx9STkfwewRNQhfyLDl32cHr7liG0+clySnblnI60p2YmE86dgi68M5wPuBtdU/K8Sx/2H0v8/KD1apsPG2jU9HocBawj3KyM1P7bLJZQw+wyXZlpvRvyr4yL97POhKUcvvg15KxQZ4l/+WZlp1VO9Vz3nVNlD3xbn738jEH0IHFQo+Es1yNE6qdi1jD0Cthyz1g6eteVfGQ0l9yLKw6wBrrH616Qx8xljgxV7ayolj2BVsisK/gEG21PWAYdsztnNvNGI/PpQZulK255u73GVl4gBFhYnFIk5ECI81F5xfvJOMGLxRmgBwEN/n89ygQSooRBNAMxRMRmv/e6H75zemgNwyDQEaud2zyyKJnWMJghDGIqFaA8PS3hfMSRvuXR/LrrgiA/eP3BKD5dU+tvktGNC3rFGA0FHhE8MNIpTuS4TSsaQw/NhA4LhFdDRqu6f708aXTIox9usP7a2jxW0H9r3nnn+medJoHsA35Z/3T96sIbKR4KV1v/DfnC9+yWQ9bQxknZRdhUyKA9N8cX/LuhAIJBX49BWpkTf2vn86f584w3hFlCeWfnjmIKEIAr/QI+59npn/NkQawkjeeiuqlG++aPOsAFzHe9HEHUA3AHCA+PXr+U6AxHbD8XuD652gYY/s5APxbnYp0GlRHID0jE//SZTHex/+xz+WX1j8cpnheROsiW7am+wNUhlOZnsEIh+GX3r9mp4GsX6lv6q/MtJJiTpeerLrwrbfZXMeU/y9/0umfLjuR1Y2gTbrDX5Po9VPjD4cwItg1abzJWBIKJBT49ymQgPp/n1a/25UBBNMVabpxCKPAdxh7AADgKiL3v9tAkgf9KgpE+ivWKdJvkV77VQ/9P7zpX0tQqnkrnMd0AB98F3MMno3h/hSA/62g+pdI8X/5zp96148dufTSh39n7hENjZKh9PKRH9P3p2jx43ekOzkRHPglGiag/tdTKDJdQfd0p+qn1j/d6QtH7Ne//bff6el+rxuPcpPgYS+PWnMjit8+guQJCQUSCvxRFEhA/R9F2TU8t3oDntdthlFIj9qHcU43HP+FoSav/BkKpO8/iJpgLo1NQjWZcOEcRkQ6/g+QGXOLMpyoW46/R1T+x9H5dD7+I+cf0cSIooesRNT73wHW/874Yn5RghTlN/H+dEf8p37+uXcEqE93BkP208ub1gy8q9tCpgP53yNLkpTfrJk7fi5TlC4XsSbpvBOR/Nj09+/w4B9xzY/Lt35sf34PHvojxp08M6FAQoFfpkAC6n+ZRr/7Fek1uBEp4SVRtxzlHPHiACsBJn4v0PK7T+x/5IHpoPjHUdt0gF9TyQGoYM8G9fNR4hUp+fR6++qNPWkbmlKbHZnbjyOQ8ftvren+JbrFxu4flw/9nmAk6BCbeKPrSUQ0053tmG9spotNSz83D66PbMj/Y+8swKyunv8/u0t3SyuiUirdHQoW2EkjIN0gIN3dqYBNd6egUtJKd3cv28vu/3nNuXP3yu8r+BcRv3z3Ps8+u3vv/Xw+58yZM/OeODN8x9YA3rED0HejgY3NN9LH9y315l7Pvxd9Y0H93Snkm77iK6PvZtTeuVfutQYP8nPG76p+uAN2d6bcxeqXB0n92HvHUuDBUiAW1D9Y+v7Hu/8R+LgTKFiNV76P8PXNb34Iw459pIcCvp4uX2+x73mIfzOxTKmbMjeA7lsqj/esMod5lHnP0sF8I0y+Xmpf2jwoGtgz7nyurcX9glqri26pCL7PM2+9VYW40+tplSDuNnfGbZVSfA113/J4d7ueZ5oH2Nbu70yZiAX1f55zffe/rcmd6VjGI3xuVVz+/BP+/m/6RposldAcTVbR6u9/auwdYykQS4F/ggKxoP6foPIdz/D1hPimDFj4lvfuLJdl+Y/mpXwIw459pA8FbH1YKysBZrXr/+2EslJrBj4sMgSIp+QXc6M+tm+NaUu98fVU/1H6DQDhQb7+UylN20cGUu7n+VYb2ebsm0Pte57CgLQvGDcv/L1AORVviJaYYWWGu0Xr7na9RYMsymeRI7v2fiMlsaD+7tzjmzbluwcM1FvExPjDt9rZvyGS52sAmnHOjG3c98s/97P3Yq+NpUAsBe6PArGg/v7o95eu9g2fm1D19dhZp1rABXXDedHNDdBotWL/0oNjL/pbKGBrhtcaQG+t0F3XPtfJ7t/8onyqeeUZK2XtAPG0u86WLZv+Tbfaxx9/XHmO7wNA4UcALB0ZeZ/mJa4Lsms8xmdm7DzI+dszLIWA/5kH42Y9Yjp//rVR0LabLpp0weTe/6luswFpnklXR/6ngyg19Xnvbi/uSUlB2pb7Hpb1TYm418jNMIP3WCuMBK5nTSiJez+vWFB/d+pZlMYcLPAHcpq1oI42spw9BQ9RqpT/fQ+c38/a/B3XmmFqjiLTR9z7P6UW/R3PjL1HLAViKfDPUOCRBPUWIoeE1jjCN+9VxLUK186Zfq57pApdbR7jKgKY18JC/BY2RZDTSc1K0NHQwQShpTXYb/PQ8Ns6fnFfmiWgOOlK6ZoZuNb01uBDmyhom+lw+eGHH7RVd926tbUxCg1MXEe2mGYQvjnGWic5Ili5h4YOLqzqGiS4/O842jWQzyIj8c645jnaZp1+ENpiPeR3aRZ2sJcSd6oAhGeEugYq2mAqpvsin2kHXJ8uvb7hXgUj4a5xFN01LYeY79CgC6VIQxL+N6+xrYfRmSYMrBP0sNxkBdqeZivmtWUsXMt9HOhxXReZr29KiW/XPcZlDb/UAxvlyhTGpHS4xmhujeMpwP3mm2+kZMnSkj9/fkcff9dMxrywlmvLNbxvudO+ZREtbePOKjP8b/Q1z6zxouViM2alt2d9lN7R8Ifr7BfTGdl18aP50Y3Ai7Jty245cfyM1Pn4Qzl/9pL06jlIRo0eJJcvXZcePXrI0GEDteEWY7bOloGBQfLtt99LsWJFtEGaa6Timp7RJMj2C2OAN/htnnXjA8fbod7GXObttGYcugaeWvH2WUy3V9EGMzR0OnHilGTKlEkSJ44voeEhsuHnzXLu7CX5qObbyl/WJMsMYd81N7oabZgD4z1z5owMHjxcBg4c6G0IQldIb9pNtOsozIt7BAUFyubNm7V5XP369fX9OPHoBugaXll3aceTt7WBz/mzV2TIkCEyZMggt/98Ovo6GnF9TPtxA/Dc2/GVaC109spPP62XHTt26N+sEYZCpUqVJF++571dG22s0AM63qt538MG9XZAm/nwt8kY5Aov3VdRyED4O1ybEGnn5VDkbCKdnzUsZH2hlV1rcpH7GtDGELL+DPaeGe4mW40Pnfzw8IOf61gbHBwqP6xZJ9u379RnBYfclCxZssgLL7wgefM+55EDNIRxjX9iPeH/DLiJfUosBf4XKfDIgnoTnr55w5ZmQEdQ7YwXfVuFvR0Yso5rvrm0BshgDqtsgmK1hjEOuMc0iXKVDWJaixuAQ7l4Q6/+noo3t60FtytXSfc8us7SxRIgFxYWIUuWLBM8h23atFL+dN3anIfYqilYuo7ldwJC8BCZxxCgbkDJqb8I7XrqOuw5kAQtJArgj+JxnT7t5Zv6Y2CNZ95Z7tByfQ2E2D18rzdwbLT0phzRGlkBMd06Xc4x4+dzyz82UObbTt08nWq8+Dm6q8cz2nXStTGYYaOtyT0deRU8RMcABWfIxRg1Bvws35ROhqaYnYHkL+fPn5fhw4dLlSpVpEyZMp4Oi85rbWFufnMdwMG3Nbetl/GbjdcAvtFGDcngYG/nVd/rDLBZ2od2sqVTn4KeOL+rm07XuqCQWxI3IJGERdyU7Vt/k9Onzstb774qx4+ekmZN28nceVPlzOkL0r59e/nq60na4TYGdMaRy5evytChw6VChXL6A3bVtJ24tK8mFYn25p6OotHRCtx90xJsjc3QMsOEOdpzmJN1QTQDDYDM2kE/Ou5duXRdBvQfIh98+J4ULpxfowlLlqyQfXsPyacdW/7O2DNjCkCta+lpRmz3xuCG1/ifhjxjxkyQzz77zDMeaxHujBeM6jj+rkswYw8PD5VffvlFoxw1atRQUOf2k3WBpNW3M8xcF0x/OXrojDRp2kjmzZujWwxjFkHMy7VZ93TejR/fG5nz9aZaR8R169bJ119/LZ06faYRllOnTsmKFStk7969MmjQAF07jB1zAESEuXFZl8U/UngPG9TbnjYjxvjCDNSQsGCVX3TbhP7QWzsrqrEPwnfEVAdKhOvs7FvRyffQs4J8pUlMx1vkpx2Qdp+7dEj4xKJV5u2G3zdt+kUmTpwon3boJE899ZScOXtKli5dqoZev359JFmyZN7W7r7pOv+LgCN2zrEUiKXAg6XAIwnqfb3EeFIRxqSvmIAODY3UkHXmzBlV0aKog2+5MHqKFKkUOPA3QIGQKgKfrnv8thbRKAxCrleuXFEAly5degUweMySJ3epMoyD/+kUizIgnE+I3i8gytMiPKYNuDNCXCtx7kcL8Rs3AmXx4qVy9OhRad26tVy7dk1CQ4N1DNyLlAgDF/xmrJauw3dIQwBQ3Lx5XUELc/B6dCP9FKBxn4QJ46ryB0zfvu0noaG39FpTfswbUME9eI/IAmAW4EWImbQT8xTyfGjNffku42BsfJfxAZrix0+o4emUKZPrfbkW0JMkSSKlFYqSV8aMGb2t4LmO55h320DglSuXJHny5F4PONdxL+6TIUMGz5o7A4WIB+PC+2weOMbE+JImTa7vAZ6vXLmma896wiPmzUUhA97SpEmn93NzDpLx48dL+fLl1UPKi+9BK8bM2Iwv4CneBzBAN943wAcfQXNAId/jOsYFPXkO/MHn8CbjtwiUebShL7yeOXNmpbWLJEXrGmPg0RIeMOdSukIk4vYtSZIotUSER0uK1PHl8MFj0rxZe5m/YKqcOH5OmjZtKvMXzNbrGJN1nLxw4ZIMHzZaKr1QQSpVqqBzBVgFBYXIxYsXdf6M3dGZdt4O/MIL8Az8B8hhHqSq2Dz4HBowB/iHz+ERXr5RNseHQdoM6fOJk6Rq1aqSO88zuq8WLlwsx4+dljZtm8nZs2c9kSS3d9XzfTtcn33rZog+hzWGP2283Jv3bt0KVlrDR9euXdHxAA753/Ggi9z4Gp6WomQt6Xl+SEiYzo/r06RJpfRnHEePnJVGjRrKwkXzdW+yxi59J5XOw0Cp7WnuYfzPWKEN9//yyy+VhvXrN/RGDnkfg6Rnz+7y+ONZ1OgyA9MZuq6F+N1eDxvUQwt4Rw0kD/+wJ5g3eyZOvACNKl6/flPlQ5IkCdRYQn6Fh0cJMgEjh+v5QRaw77iW9UuaPJF+1+hy7doNpS9GcPr06RWAcx1rYfuTPQh/8mKN4Q/uR2RnypQp+l6TJk08ERpROdGhQwfp1q2LPPPMMy6i4Gkn75vT/mDVe+zdYykQS4H/NQo8kqAeT5Z5knft2iWnT5+WN998U5U8gGfH9t9k46b1UrNmdUmd2uXNItRnzJilIAFFsWfPHgUh5L7yefbs2eXll19WAIBi5J7r169XBQIIJf/48azZNAT7zrvVFHADHH7++WcFOyiVNGnSSI4cOeS55/J42sK7VB+UrIXbURThkXgN/QTP2ty5C2Xfvn3yUpVXZP+BvXpPgFaePHmkVKlSXkPlyJEjsm3bNp0HaTsAorx588rTT2fX9xYunC+1a9fW56LMTp8+KzNnzJWSpYpL8eKFNS3g+tVA2bZ1lyROEl9KlCj2u7Qixrlz569y5sw5SZs2tezff1ANoxTJU0mFChUkKDhQfv31VwVB6dNnVEVWoEABnR/AecuWLfp9aBEZEaXgs3KVFxRUkT6AEgTE79u3R27evKVKnfGXLFlS12DNmjXy/vvvK10xfngBYPCIffDBe6rwTWniscQYql69ur7PugPov/9+mpQoUULnC38A4Nev36jAiLFCJ7yueK8BWqzXE9myaloNIPzMmVMyb948qVb1LeUfQOCzzz4rkyZ9Li+99JKULl1an8V9mC9ADw8+YHDTpk3CGsEHAEuAJoYA42NNue+rr76qtAAgM/JixfIAACAASURBVG/mcezYMQUl8CQh/Xz58kmWLBl0De1AKvwIry5YsEBq1qypRiVjO3v2vHz33VS9F+kygEXAytofNkjCJP6SOGEKOXvmolR94wU5cui4NGncRhYvmamgvnnz5grqAaKOR523GYNn2NBRmlpQtlxp3U8nTpzQcTveC5UMGR7T9Wf9AL6MH7oCijBMAfwYXIULF/as52357bffdM9xD/YCoInPn376aaWpgTLA0fHjJ3V91/7ws9IDUP/ii5VkyWK81Afl1dde1D3DmmMo5sz5jBQvXlwSJUmo99+2ZaccPnxY15i1h67FihXTdWEtvvt2ujRt1lj5durUqfLOO2/Jrl07dOysESCdPW/dY3fu3Kn0Z63hq8OHjsv27dv1+X7+0brWefLkkpw5c2oUA1DfsmVLGTp0sOz6dYfXMZAmdTopVKiQPP1MNqU1ETrubTnzyBjA6vPPP6sGw+zZs6Vo0aKSK1cuTfXh5bzD/aR3756SKVMG3dde4yrSpYzhif43g3p411K0GDspX8uXL1cZzHrjlSflZfGi5RIaFiwffviuGi+IhQP7j8iOnds0asKaGP2Q1xLtr3K6fKUSkilDZuUp5Bhykz2H7M2aNaskS5ZE9yr3YJ/Bv6RYIW/UOZMireTOk1Ny586t+4yICzIiV64cuv5x4yaU3bt3a4pV//59ld+R8XdGMP/XwEbsfGMpEEuBB0+BRxLUWzoMAhlwNW7cOA2PAqAQ0JMnfa1CulnzJlKmjAPGANKhQ4fKiBGjFCiuXLlSARJA89ChQ7Jw4UJV6IC3a1dvyNRp3ykQrVbtNfXooBx++nGjAhxykQGfM2fO1GvfeustBYgo+g0bNki9enUU8LiXSxnh5fXg+N9WwyE8NEJmzpyrYylRvJQUL1FUFQ/3Wbx4sQwYMEDBMd6i0aNHK9gAWDBPFBXfq179Q/U+de36mXpfUYoAu82bt8ngQUMV7HTq3F69UwB2Uhpq1vpQQSAKi/xR8oIBMfPnL9Tc0eeezyVly5aXG9cDZdmyZarooFOx4kXU4Pjll60K4iZMmKBKEbC5aNEipSc50IcOHlF6vvbaawpsZ8+ZKatWrVJAA+gGaG3cuFHvTW4zc+7Vq5fUqlVLgR7RFRQytIQ2ffr08aYU8DzALO99/PHHUqhQER3Djz/+qGkyRYoUkc6dO+p7GBiDBw+Wd955R557Lq+uF8DytVerKV1ZO+6fL//z8u6776oh98knn0jjxo0VhHIvQCce0xdffFHTb86ePS3r1v2kSv2jjz7SzzHspk2bJq+//roCOwAlIAWDAOBAJIZ71qtXTw4cOCAF8hdS8AY/cg2gDcOG8xUAz7btmiuvuLSAaDWMuEf//gOlQYMGUqDA85q6tXXrdhk0aJDStXPnzmoMXbp0Qfr3Gy6vVqso16+EyL59B6RTl1aaftO8WVtNvzl+7KxGhmbNnqZ0Nb6EHwD1Y8dMVBBMZALeI1KRJm0qKVeunI6FvcX6Q3+AD/OfMWOG1K1b17sPmD/ricGB4TJ27Fg1eDGM4KfVq1cr6G7Xro3yNWPgrAdGAtGCzZu3yPffzdAxAOqffTa3zJ2zUFau/EEKF8mrc8awhY8WL16o65wuXRrPWOYoXQGJrCm8x7744IMPFMw1a9pCZs2aJecvnNU8+YYN68v+/fslf/68+jzAmUVCGCv8vXv3XuVR5jJh/CR1FkCPePHj6D7csmWzri88s3fPYalTp47uzRQpk6mBzn3WrF6rhkS79m10j+IBxqCqVq2a/o8TATnVp08P3dMuBc+dE+F6rl2wYJHOCR4H/HLOBD7RtI9ol16mqXZ3ef0bPPWW2kdUj33K/oHXMTZFIuXkybPStk175Y0hQwcoEMcZAA9cuHhOvebs3fnz50v1j2oqWMfgQe5UeamCrj97ZtSoMUr/IkWKKT1/+uknNQYwyEeMGKFG4PTp05Uv3n77bd1/v+7arUZ6g4Yfy/PPP+89D2WpmpcuXdPnoB/w1EN/jFFLRYvNqX/wwCb2CbEU+F+lwCMJ6gGggAsUGUq2a9euCmrId1RB27mXKujI2+HSpEkj9dgi/PFeA66mzZyhB87wRlqeLYAPAMN99u7ZL71695ARI4ZJliyZNOR69ep1+fqr72Xp0uUyfsJIVbAoeUAV4AFBjheQ5zCmvn37qseMH4Cz5WoTFsbrFMc/riqpadNmyNy5cxX04FEk1YGUCkBr5cqV9QcvL4bI559/7s2zRxmhCAGm7du3la+++kpDzwALPI4zps+RU6fOyIUL52T4iMEK3vbvPyyDBw2XseOGq6GCImJs5GfjGZsze4HMnj1XJk0eI2nTPibhYVGyZcs2pW/37l2lTNkSOp/jx09L7969NS+bZzI+PLOAeOh55fI1+f7775UeLVq0kBkzp+kcMbwA07zwckK/V155RQHknDlz1CDr2LGj1/s/YcI4NY7eeOMNBekW4mYt8MoDvAC5hO5nzZyjYAdFPmbsCI1Y4F0mP5znAqbxrH366afqVeVFfvPWrVtVuQ/oP0jfw/tfp24NjRokTJhYaTls2DApV7aCegHXrl2rObVERVgvAMnIkSMVwAMaXbpKuBoFvM+9uQcGDyAYQwBeYN04rIpRA+3gHwAdxlGPHl28PQv0wHX8+MoTkydPVmOyTp0amkIyZ848NQbw+PMsQN6BA/tk8KDR0n9Ad9m8aYfs23dIOnZqISdPnpbGjVrKnLnfy7mzVxQ8zZ4z3XtY1PLSAdQjR46WsmXLSvFiJdW4BKCPnzBW7w/NSWdgvcjtJgUBcAWg4p544JkvBgr7jvXlHhgCzJV1CQ+L1H06YGA/jZyVL1/Wk/bl0qag37lzpAGNlA8//FDy5nOgmKjE/HmL5fMvxinotWiO8RHRGAw7AD/rxzUAMfgA+vDDvmnerKUCOTyzdevVVsOrTp1aej8AsdXqB1DjRV++fKXOtWWL1jpX8tq5V+IkCdUQgc/hbwx/eOzY0VPy0UcfqFOhRo2PvGc/MEZZc5wA8DV8BZ2RQ8wb/gfov/76q2oc2rkOhDjpIawDPFK37sfy1FNPqqwgLcULkPXcA9FBF+n6o9fDBvVmsLozSC6djrz1b7/9VkaNGqV8tn3br+qAIRJZ5aVKUqRIIQFMI7+qVquiYBsZ8+STT2kkMW6c+CoHkAvnzp+Sdu3ayezZM3XtzXFgKWLdu/XWNWZvIheIfPTs2VPlODRnPRctXqD7Cn2gZ7MoUBAWos6GtWt/VrmBYUFU051pcBEvM7D+VwFH7LxjKRBLgQdLgUcS1DMpO/jkBPn36uEDMAGWxo/+Qho2bCgjRw6XMWNHacrIsGEjNEWnUMEicvHKZfWMkUrADwoT4IHA7t69u6aCLF22WD7/fJweSsQDRjh8yy87pEePXjJu3Bj1zuHBQ3nYAS8ABJ5gwuYAWZQTqTZ2kNKqOlieNMBs7tz5eq/hw4d6yhCGaU40XnDC+oCiMWPGqKccz6c7iOkO9aFY+vfvL+PHT1Qwi1IE1ADkRwwfI2+//a6O8Z1331AQsGjREjl18py0a9/KUxnIGRu8Am8Ey6KFK2TNmrUy+atROueoKH85cviYNGrUSCZP+UIyZ06v4f5rV26qMUO6Et5rK/WG9wta3AoMVe8o/3fq/KnSFs8u3lSrLAO4AqQCaAFV0I3IBN7rlClTK4jC0OnTp5eGt3nFpIlEaqSC+QKuiKxwbzxtNt8nnnhSDSE8cKRCLF+2Ur1r0DVO/NsanVAD5Mo1XdNXX6kqTz31jALTCRNHaMSBswWXLl2RoUOGK3hgnhs3blbQjYeadeX+REi4zvJ8GSvAAICGJxgAyudElPhORGSYgkvmynMI7TNHDCQ8hUmTJ9AzIO6gtMudB7ht3bJdeZ1IEcYEoOedt99TQ+CNN6vJk08+ocCP9I8WLevL0iWrZdeuPdKz16dy9OhxadqktXrqz5+7Ks2aNZO582YqGLG8ZoDOuXMXlIcqVqSyR14ZMXyUekFr16npDmaGBoufxFeQDpjmICfgGIAE/eFZDA+MN4wRN84R6lUnCmZeTPYcPOIfIOp1djnWzlOPoXnuzEUZNHCYvPPuW96DsvPnL5bNm7bJxM9H6/5lH2FgfPH5ZE2fKl++okZaWrRo5j1vAX+zFpMmTVIDkLVQQ3PGDDXiAd5EYtKnT+e83dr4yaU+QXeiCatX/6DeWxwCgM70GdJJ06aNlRaMl7GQutanTz/5csrX+ryGn9TXtC2cB+Trc+jTVVL6To0a+AJehX8A9qw/0T54IE5cl55iB/yJ6uHF5/vwMrxohQCo1IWhxAuHAZ5vwP6/GdS7Ck2uWhf8zQ906Nunv7Rp00YyZkqnqYPQH+cDIL1ZsyZy4MAh6dtnoFZwIk2SnHv2EbKZlD90AdE/jEmcAxhYzz6XWz788H1Play4ajh9OcU5QzCqkE1EbTinYBV1oiVCI3EYajNnTvfyBbzLOiCzAfTOCCDqCr+48xRmiD1YtR5791gKxFLgf5UCjySoxxvlvGquagGAEc8bIAMvWkhghKapAJRr1qquChLAiDcW5bnzt181vAro9K05jlLAK43X/sTJIy606ucqtkSERakHrl27DlrxAFCD0MdD65u+4A4GxpWevbrqgUdXucHlwypgiCQVx6U8kEuKUgGQA2y0VNvtcAm8EapAg7HiqQdA480jBcTNO0I9cnhp8TwPGjRE3+/RvZd06tRJQsNuyehR46VXrz7qWaYE28svV5Fx4yZI2TIVpVTpYt5Sl5Y3DKhftfJHOXrkpLT9tL5QdpNKOWdOn1OgNGv2DEmQII6I/225eP6aer8B9KRTAMhJgwCo4aXFw42iA8Tg0Xfg+pB06eI80NABZUypSJQzHmy8YkQiAJKVKr2ohhVetJYtm3vTl6z2Op5GPL1416hIAfACMAPsAe7k4RI1wBhifMWKllBDixQLvHbht11eN576WzeDZMKESZI5U1YpUaKUgqaZc772VHvxk4sXL0vvXn01PSlDhkxyKzBYnsnxhBoi0I57Qh/OP8CPVrEIvuJ/gC6AE1CPd1u9enFd9RdyqvFoQz/AMJ5/UgUKFMqrRpWBHjYx4z196qx6ert2c3MmtaBf3wHqPQ68dUNeffVlnXPFCq9I/gK5ZPmyHzT9pvNnrbQ8JJ76efOnyckT5xXYklMPz9lBaXgII2b06JGafvX88/l0z7xYuZK89FJlb4nYAEmkoAggREQKoEwaHGuG4cNc8DTjOQfYYyhj0OLFd9WVPFVNoqPlyexPSP369ZR/vQc8/aPl0oWryr/Qmeo3N2/dkJXL18j+fYelU+e2uu/N6Jo+baaWOiTFghSgsmVLelMhmJvVeCclA+OCtWDvYow0bvKJrgvpHYBzO9DuzjP4q4xYsWKVgnocBYMHD5UXK5fTHH8MfsZB1I2oWJs27XQ9ouW28tG0ad9r5Rs79E1kjv2+a+cepRt7BZohi9yh7cx6VqFY8QKaombVpthHX375tfIHjgtSr6CVK1dLxRvAMfVOMUjgFZfu90evh+2ph25kCCELWDfozBy//26ark/ZciVVfr3zzntKg4mfO+Ney3tu/03TyZAv+/bs1zQt5DaRRrz17Cv+btu2rVYIeuXVl6Rs2dJKLz2YHnRTli5aq2k4REPhA0A9vMq16oCJ4w7SYrAhTzFSef/8eZcmhCOCdD3Gxn1dwQHnpbeD/v+rgCN23rEUiKXAg6XAownqKW142+WoM0EUKgK6caOmCuqqvlFZsmd7ShYsWCIhwRHqAdv16zbp1q2znDx9Qnp2G6BgD8DMZyhmvJ14YQChq1avkPnzFioIjp+A2s/hqoDW/7xF+vcbrOk3hMHXrlujnnI+t1KGN25c05A9+cNufM4o4OUAw23Ng6WsJR75BfOXKKDt8GkbzSVFSd+4FqygnrExRjzW/I1H2KIC/MZTz7zxCKNgvvvuO81BTZ3qMTly9IA0aPCxgq8vPv9SGjZspEpu2PBBkjxlEsd1UXgmA/RaDpItWbxMgXSHTi21Jjn1/k8cP6XPnTd/jgQEREvc+HG0DjdeLvLlmSc0A+AzVgwRQBTl+Fav+kF69uyt3jPSQsjt1zxgrYgTLF99+Z16GevWq6k0JKy9fNlq9YhOnvyFVHv9Nc39x/NopSuNjqTgcD1ViXjm4cMHpWmzT+S333bJxAnfSrNmjaT/gN4KULkWYLZ0yUoZO3aiRPkFSqIEdPsUTUsBtL/xxlvy9NM5NN967sKvJUmipFrnH6MGo+qpp5+U2rWry4FD+2XCuMmap09ONWcsWrVqpd5toinOeHNnAgCNpOxgfPEdUrNcdSV3OA8wA4iB9sePcTh0sfz6624ZMLCHAjxAglVZcoD7khqvqZNn0oogp88cl48b1NMUg9kz58jH9T6RgQOHyoAhnEGIo2AfjyOGKuNkHTFuSFPS9JvZ7qCslRjkN0CTCABGJNEIeI+xYHhZOgv0JL0II5rIhx0SZ6yAM56JcQ3AwfMKrwDyyR3nPavSwz7B8MUoYF+Y19tVHTmnvF2rVh2NrpGiQfUb+LNz19aekp7+mpYE4GV/lCpZRlPC+g/oqXS3syzsFdaAeUBDSntiuHM+olXrFvo3B241VY5mVJFUMIrvqaAismTJEqUxc8H7i/cdenBfSxdizowXemBwYehh+DIOZ4DE1QOzRFr4nLUgt5t73Y6MViMVRwF7hcgaUQ07XI+xbMAT8GnVc/6q6njYoB7HBWuM/LEysnjbMZwAzfU+rqPGKVE46MJvjDtkO8YzsoZ1hP84SMw5CAxngDgOhI0btshnn3XSPcn7nzRq4PGgi/L3hPFTdG8OGNBPli1foudxcPpEefp+cPjZVfK6JtmyPa77A5ph8GIAchCfMxoWdbKyreZo8i2z/FfXKPa6WArEUiCWAv+JAo8kqAf44h1DUVIJBsWOYkYoUxWj/6AekjB+Itm2bZeGw+nAWKBgPqlcuaLs2bdbOrbvruF4vMQIYEAOYInfKIK9+3bLwAGDpXnzlnpolLQDgDcHcH/ZvFOGj+yvQh+vL6Ce0nIAEt5DQRw9elhBHF4+lBJeN8LI3momURFa0vLq1ZuydMly9dR37NRBcA6GR4ZJaPBtBQSE4gFCHCrEowd4tlQUABFj5lrGwQujhNz6HM/kUW98yZJF9dBhzx59pXjxknLw4H7p3ae7NmcyDyPzR2EBLFGaHHLt3LWtp757HAWbeCjJMaU0Jgr5wrmrCvY49EpqBqFu0jAwKABSzJn/ya1H8WIwnTx1XDp1+lRTFlg/Ih8YGylTJdfwOGD/ypUb8lnn7hqR+OmndTJk6CAX7Yi+rYDSat+7mvDhsmnjVm2UBPgE/BcpWkDOnTsj3bv11zztw0f2ew4U+suePfukV89+0qVLN8mbL4enKZa/HjYdNnSEriObhVSjRUtneg4dxtM5EAF46eXK6gG+FRwoy5as1nUmBM96kJPLgWSAvot8hGmOOQAAcAcfcF9AtOsvEKQHOknZgLaJEycVPwlQoEE0o2mzBhoBshQM8/5hLGFMTp74raba4NEsVqKoO0fSpbuUKllODdxOXT/VSAh8A/g2UE/6iR3ww3DCiDBQD4AEFAHKSVXDYGNOjJmxAnpcOUYHjABfpEzgyWSt8TCTKmblLaEPkRciKABSjEv4BG899CEtB/pw9oXnmPFrBgZ8y5p8+GF1KVqkuM5n2bIV+sz2HZvp+kAX0qemTPlKQf2LL1TRa0qXKampdhhQAGKezRhYA2jYvFlrmT59qu53QP3SpYtj6szT2yDAHRxPEC+hXL583Rs10pSluXOVHuw59rWLuAVqFR2iNqRU8TzSawDuRAesQRI8AVglapYjRy6VQawDRk2cgHjqcSYljUgOaX3sUdYE3scosfSc/3ZQr04NmmxFunKoRDbZe5xFwsAuV96BdqJJ0ATZzm/oanxIdItI0RdffKF7kL3C9fAlES1kJYYlkcouXTurLCW9i+jYwAHDNc2N9Mydu7ZrBRuinZoaF35bbgXd1MjT/v17NZXLgXU8/c6YTZ06uRqIVq7VInRWsSr2oGwsGIulQCwFHhQFHklQb15bVyc9kbfzIlU6SN/o3KW9epo50Nm6VVsFIwBEhPHho4ekV4/+WukG7yFKE2WA1xtQTtg2VaoUMm/uIjl48LBUrvyCeuvxdFLKjhzlYcP7qaIGeKMcSpUqo4ATzxve0TffrKqHP1FMVK2hQgoH97weHZpTRVJyMVwWLlisQOWzLp00rYbQ9M3rIeqpZ9wc3MSgIJe3YMGC8txzzymvWLUU5oHnCpoAKjjYlS5tehkwsI+G/gn5T/riK9m2bYfUb1BHypcvrXWgraGQCx37KTDhEDBjgX7kvAKcSdsglWDOnFl6PzrNXrl0U8EL4Bswx2FJq/zCHDE0UIoAt6ZNmsvBQ/vVwwqo18Y4eMKuBqqnncOGtWrV0DB2UFCYVjwB0AMqqdLD+07xB3joF981pImmpvwFadK4mSrYgYP66/g4PzF50veyfftWqVX7I3nhhYoKvMi/nT5tth54fuHFsrpurA8hfbzleF6Ze4vmrWT2vO8lcUKiGf5aaYec8CpVXpRSpUro2G/dDFOjBtoBlMnvB8RCAwwbPHx4XQnbA9pZF6rNcKAYoAm44L0hQ4bJe++9JxkzZlb+ObD/kALG1m2aqofRWy3JJ8oDKGnVrINWeqEqSIpUyXUeX0ycpGkdNWrUksqvVFRDwkA9YBp+wTvvDoieV6/zjBnTvDX6LYKAYTF69HiNZHFmgko+GLrwM8YTEakTJ44pnzNf0oXwLrPeHBSGrvRfYH7wLZ5z9hfeVlLiLMcc4xvvNoe8oRmgDHpaXjuGOoAtdeq06p3NmuUJzSlnH3bsRFTLvSwlgu+R6qQG8Oq1amBxXwwQ9rZGhOrW1euNDhx4Zr/D2y5tyhk2epBdm1i5szR4fxkr6V4APSIZ0IOzELyYJ5EpDHDeB3xyYJ1DwBgsgE7uyz0AhZ9+SjWqaPX6M272EXTFOIOuRYsWVlpZ2o6dWeBAqDOc7l6y8l7K5N/gqdfDyNHWmdp1YiV6B59wnoaD6EQrkEuk9mEMUSWKVC6MGmjO3/AoBjDRImQM9L144aqmJbKnOOBNtAS5iRxBLly9ckuuXr0so8eMlPPnz6ojBP6gazTrjrG3YcPPun50VXbR0YT6Pnu2XLlS+plzLrjzC1znG/G61xrEfh5LgVgKxFLgr1DgkQT16mX2HCTjMBVAwCm+USrkixYvoJ56ANysWXNU4DuPS5TcCLwuv2zaoQcKAV0oWzz5pI6olztHDq0+ceNGkGza+IsqCnLSCXunTZNB+vYdKF9+NVYVNc+kIgdec5obAZxIyXj//be9IB9PJc8B1NlBKvL0CT3jDQRUoswBtqSgACiCAkM11xrDgTQIA8oAMps7yoSwM4fsnCcp2lWBmTVLQkMi5ZNGH3vbqa9fv1mWLV0hbdq2knTpUmkDLNfe3uVto+ShEbm9zKFGrQ8V1ANq8fxiUHCOwDpmclAWDy6gBoUKkMIjxjwBk48/nk2VHulAAObs2bPpHAF9eN0xKpgjKTGAyYoVyzrPXZSreoGXDZCeI8fTCuCtIZjlUXNQmHED/Og9wItmPxgMeGI3rN8qK1ct1y69NMByzaGC1cCZN3eBHDi4zwu0GJuBccAxALZHr64K6sldJoIB3QsUyKcVOPAyhgZHqAEH6CTHGaMCrzfgAzDOfYhgYJCRXw6QBJR069bN00RLlO9Ye2hu0RJ4WqvOFC+sc4ImrBFzcmkrcfTeM2fMF/GL0vQq1oR7UT1k5crVWgYwVepk6nnmrAmGCgesrTMuwBR+ZZ78DfCBL7UxmqcGP6VNWVeMSMbGHmC9uSdrDJ9VrFhRf6wHBJ8D3m2t8IwCsqENPIFnFd4EvFonYWeQlvJ4yWOMN8bDnJkTBgO55KThAM7hI/aXy2cOUAMC3uO+lSu/pIY510BX9ij/4wmHBqwN/I3xj5f34kW3htABOlq0gP1pZ18wbFlbvOw0fGJcGDrM15qAYSBDC/aqRTsw5sm7xrNvFZEAjlS+QcZAA+6JwcCacjic++BoeO21VzzGX5in8tFlNSIxtDDg79Vc6l6K4mGDevYQ8s+KHVCGE+AMn2AgQ28MUfaO67nhIqjIdox96ATtyYvnB7rCk/Ashs/UqdMVyHOuxs4tsAfhXarmXLp4Rfmxe4+uaiDBUxy6Z+2QQVxTunRJ7V/Ai33BD8bwhAmfa8SO9YZfrPN3TKWi33frvtdaxH4eS4FYCsRS4P+HAo8kqLd6wRDCee1d5QGX+8j/Ua6zqidfHAWAQAc0OyEdx9uVlBA6aTh8nx8AIF6cTZu2au14bUQTEazXUSMaD/4Xk0arIuH73AtlRBoA38W77u8f5e3QSnMUUhoAMAa+3dhcPjvABAUPKMGD68rpuYo0BuBRbAY4UDgoEELxDozFGDh2UAtjISIiRL3KpPlQxca9ovTgLoCeeVp1DWsG46VZQJSmN7nuqPH1Sm/HRD0PQF64a9Vu3VgZI2UqSa+AJjzLDuHy9++6LfpHS2R4tKemNofL+Nt5RdetXS/rfvxBD8ZZFRLmERl+WxWuo48DYHaA1NaetA6rWuLW2eXvm/FiBiAH6ej0yVpZ11Pfw4WUCbSDqlzDy4AUn1Ex0D0/pgcBz0XBE52AJgBIWxsH2skfdo2CeJbdl+/AP4zRNT2iNnkMP+uqeZ4TczaDyiyuqZntATN4WAcAOs+xnG8TGI5f4QV/fY5VPtLoiccwdLwQT6/lb+bCdYydVBaAD2DL5hJzeNmV8nQA1XVDtlxy7sPf3NN1TQ7Vqj/cW6vpeAC6m5Pz2vJjddqt26hbW/ZOtO4/xmJ70ObmDGe3lzFkGAfjsSiZO3zqgBrjMR6x/HtrIOR4xk+NQdLHnNfnEQAAIABJREFUAJYdOrTzjNftW+bCGNmLxuvmseX5GDjMFZ7AeLL0JZdSFu01qKErPGCdcS19AxrbwWujjbvu7nXo76UgHjaot7WyM0e+e4lD1Ab2+Z6VWoUWMfLdzdB4BJ7DeeCiYE4GQHcMOA660zvAOiYji4cMHibpHkujjh5oaXIUIx4ZxnqiE+ANt5/cd5BrvgawyUCTP/ACz4nNqb8XB8Z+HkuBWAr8VQo8kqDeQJqrHRzmk5pBPrMT/gaATHkimBG4Vp3GKudYN0YEsinh6zevSM/ufaRwoeLaPIcGM6dPn5RVq9bIY+kyyCeN6qqgt5rE1gwrRkm5A3SAEQ7Z4V3Dc2uVXwwsoTDsZeDTFIwpLV9DwHJzDXiY8rN7WMUGQHz8+AESFhHsqktEuVQaBYsBUQrqoYWVMjQlZOF+q4YCTcxb7KuIuQ6lyXgMDFlONsYJz3eHIfF8RWn0gXQoA5JREiF+0YSrAY+ASz85e/6MHDtyUruIvli5gnrdaHQFoFdw4x/XWzXIaokzb8ZhKRsxoNdFIBwYd2k7pnDdujkvIdcBKg04aUpS/Pi/U+SWz849oC8g0dKBLKfWACLf5T1bO1tTB15DvSkmruunM4qgrwF3o7dV0jAwYWDWcnZtTszRxmDjxhAD8PqCIBuv0cQ1KHIRLgwn33Q2A/rGh/Y9xsD8MYIwvvie8aGNx+ZrRoWBUuMdM070EKpn/hh8zMvxjTOS+G10NOPkzv1ga273NuOC71F2VQ9iai8CKqwk8BrtXAcvGS/6yhCbK+tJnjdA+/Dho5oSkzlzRs3Th6/tcKztRzOsfm9AOsPC5mWg3Iw/rnVGM0YeFVSc8emMD2fUm4yyA9OM2eb9VxWCG2uAGn7sS4zX8DD6G9ANOUhy5MwuyZMnvp/b3/NaM9x8DUszeh1POieAM9Bo7ET6i9tD7j2/362v716ya+BVvP6kSHK+gcpVdmCasxy8R2qN1vT3j9bCBayRGdvOQeKnZ4hUHnq69bq9GlPRzPSLrZ3tpXsSIfYLsRSIpUAsBf4CBR5JUG9eMASqhT9NKRggNUXrqxz5G+XANXa4yVeBGHC4eeua7NqxVxYtXCZJkiSTJEkTaJ40gOa9dz/SOsp2f6tRbIDSjAz73MAJz0HB8z/XAKrt4Kd52K32tq9BwrwM2JhC9wU/ZuBY+Nd5+fwlIK5TPijAAL94+l5YWJDESxAg4aHuoNrvjB9P6U7Nsb/twLAaQgmcoYTS47cBQ4ASRgv09h2f8+y6aAmAnVQbAyOuog6fREhUpJ8kTJhUgf+tWzdlzdrVsm3LTsmQPos0aFhXgU1IWLAX9Lh0IQfE8dQqSE8Q16v0lQ63XeSG8fgCIF+DxLygZpBYHrfxia2Fedc5uGyH+gy8GuDgGdZF0ryN9mzuZ0CTsRkocfdw9HXPdh5b8zKaZ9LGabxg4zEZYNc7z3oc70FiNRwdJvR6o/mcl40XgwpeS5AAvoip/68REcYE0PN48s3QVTDsiUaYAWEGgC/4NK+7GZgG0my/WUTGgLadmTADxfjSFyCbMQ4ITpAovkZtzKiATvZd3zUwo9u8uwaqFXRxpsVjVOj/UQ482ncM+FIDn4OXeHzpOguw930u33PnepzRYIDSd63MAGDve414z/P1+7cdeHd1+qm976oDMW5L7zEa2v63PfgX9IFHbj1cUM8gYvjfU9s9jvUIcKlPxi82Z2hh3nYXYYkpE2zrZr9tn5KaxTkMzjikSJFK9yC9Cciv53C+Rm79Y0q6Yuw5BwDy2e0p4xXkn1sHF7W01E1nADrnkkshdMZ67CuWArEUiKXAg6DAIwnqzYvIbwMPKuT9PWAvTnyv8kUZGPgwr+adHkZTxqZY48QDCCeQqNv+2rTn2nXCuyk1ZQAvq7uPq0/MtTxa7+Hn0iwARabwLRLwR0aHASUbgykk+9/XC2wAwRQdn5m33h14deAAII9H3kA9B/74Ll4p5sb/BkL0d4ADgAq4AYke5WZ1uI1egB/zLBoINg+Veayct9OlmETc5hCZiwrg+QwLcV4v3ieFhzr4PNZ9TzRXnbMJpC8B4ADt3J81jh8X4OTSdNQsuB3uHbMBafVoR5Bb4amq4ecOr9m8tGqSB+D6jtvOFxhdDSgmTJzgd4aMratvFMBoY5EA8zSbh99AroFklzLgIjR8ZuDhd/TnkKbHQ2leTaO3RT7cpFzKmUWZMEB8v2ddl+FXX8CKkedArwOifA9661kPogcBLopj+8zuadEdS3EwD7LVdzf+NJ5nrDzHDB8zPOFP86BbZSOLnBgfWeqQ0cXWW/ebuCiBGZm2lqy7GqMRojyHp52XpUTYXsGoNJ4w+hq4VpDvSedjnTioCYBz3nPS19z+4GXA2wwHM7D5zdjsub6Goq5rlOvVYNdhpNh3DRSazLJ5mlywaM39KIuH7aln7PCFrQfyx/acyU8z7sywMSPXDCbjReNTA9a+e9jR16U3IsdZE2Q4aW4cqgecG88rv/lxWBpjGweMiyZZN/AYGeGqcfkahWZMMp87U97uZ51ir42lQCwFYilwJwUeSVCPgLe0BV8vjYE78p7Nm60gTpuyxHhQELyWA4sQt8N95lX/N7CRA+FOeZinzryEpjhMoZkxwzVa1xxg+1/9sgO8ntSbeC5q4AAaoXCXS37nywEySy9w38f4svQVC6VHhLlwvm9UxYCr3eO/mnz/8sFbzjO/zag1QGxg2IwvM6DUsPPk93v53mMY2XfsHpbKwl6wnH3bQ3emrD0IUiFbLN3KF/C56EjMeZQH8ew/c8+HDerNuPM1UOx8jAF+89TbfMzItQibRVaw2W1NzVHxZ2hwt+9YZM8MTDPQ1WD0yCH4yfSIRYWMZy16ZhEFM/zNQQNfco7CUrMs7c/oEuvtv98VvPv1tg78Npnhy2cW+bPvGd6w/9nfhjtwqPCy+5gzznSO/W/3N2P2XjO0aL5FgIhSGx74MwflXRqfi7J7o012zsoTMb/XGGI//88UMCcStNX+RNHu3I05b1z/H/fDd2wtTAfdL8Z4JEG9CU0D7r5ebmNi85DiBbPNa9eZYDYhagLa0mEeNjPbuEyI8D9gwHLyDcSY8mG8AFYD/fd5ju5hT189pU6hujQLPHkIT+ihCvYu5wSdd9kiFqRUEFVxBxPxZPMbr795SX03na/C/hcQ4ZEdggk/iwSYkDOQZ9EOA2sG4PhtCtXWzxSwgUGXquMYxCnaGGaJiRTcvePq30V4U6omXzjrgOff0kj+ruf8/97nYYN69hnyzA6hMn5KRlrk0yJIdibDohXQ0aWauQgTLyKCJv9/l1L1/0sUn+9zH5MZvoDbF8jHGBXOgWSy2CJLFq1hvCbHeYQZBt7okue5BgJMtt/H8GMvvQcFWC9LIfRNlbM1MKeZrbfhhhingTsz5+uQcLwY4zw0uWTpwLauvg6JPxqmOfS8GMZTdpp7OZDvya/8gxuYXPWNHFFxijE9Gk6/h8vivnrLK5s82Q7qWIh2GRS2x32NREbue5byr8zkkQX1RjAD7Lah7ICgpdLYRrTwtikO3w1sVrUJ5Pu1pP7KQvleo0BWD3G6w5W+YMQJBZcK4Ct8LLVEhUfUf/Zk3++4/rnr/VVwmaJU5e9Jnfkz8zNPreMNt4nu3FgW1TEFbp6XPyN0/zk6PJpPMhBmYAd+N7DOjC1/2tdzaX+bp8t43zzhJg+cweAa0zmg7zwlvkbAP0FVX6PRPLgmox42cHvYoN5AknnCHSiOcVxwpsC87kZHM/ScjHaf+4J6k/N2z/tZYwNixlsKhDyeOAPr/Pb1zNua8l3KnhogYxxmGJjRamCRz5yR4qoccQ/7/37GH3vtvSnA+lnaoO9hfNP9ZtT5Og5NL/sadOag8I2eGy9YCp0ZmwbW7zU6MzrUEeUtVuEqOrl73j0Sf6cOM34zvn7Y+OZe8/+3f+67x+0cje/6m/MRmWEAPqYgQsx5oL86z0cW1PtaxRDHck4dQVHorloJHiHvQU1PJRTffGcLobKRLNT1V4n9d13ncjopcelypG28prh8AaiF4gy4aL6uJ6f/7xrPP30fm4uFrXwVtW904o/HBQ+4cp/wiQlTAwa+75lFbWkfFhH4p+f8v/Y8S6exedu62j729Tb5rqN93/d8jH1uxgI5+zHK2Hn374zqPUh63xk9MMeDKegH+ew/c++HDeoNCJnScwA4rgJazkEkSeLKlRqIMt4wkM137R5gfD73jb4a2P4ztPhP3/GNBPsCIJ7pC8y51pxE5kTyLRVsXjyLMPkaBHc6E2KiFHZu6K+OPva6e1HA9IGtga+Twbzh5ujzNcCNHzmjwd++kX0zyEzO+AJ7nmcOOjv0f7cxWrqWGQWOt11EyOmuu8/QzivxLds75gxx1Z3+29Nz77XCD/ZzX/xomAL6unM+nPN0Vc18HQGMyJfP7meEjySo9/XK+FrUBgS0+oun3rU7QGp14f20eZBVYfHNb7PFMVBxP0S/32td9YV4Xq+Nr4ePcVpucUzY2R28NKFjnoH7HcfDut7Xc2J/E3KPsYDdQcM/etnaI3y5xuVWu3J4CRNSkjLSmw8Lf5hh92/xpD4suv9Tz7V9Z6DHlJivJ8s8nXdG3nw9oAa+bN+bV9f6EbhIQMyBal/P/4Ocq8knA332LN9zPA/y+fe6978B1Nv+tbxzK/Pq5K879M/LaGnfs0IATq67spMWYTUler+eyDujuIzDHAvGo+Z545leh4qnKo/vuQ2rzmYyxjx3HL5GPpmX3jz/dr97rWHs5/dHAZMFxmO2Vy3iZ6krxkv2fXP++BpoXGs8cKd33t73NejvFakzZ5bl1buzfkSvPTny9/LU+0VJgngJlUBuT7gKUzFlqO+vz8X9Uf6//2rXq8b1qXHrHdNXhrWyPiS+xp+lTt+vbHK85s4KgmUtKkPxCFc5LZ4kTZD2/xDZL/peXKdMheXoGvyERNyQW0FXvSHHBw0q7wTeNB8h5EkLeidEE2gTERoM0UgkWbIkTvD7e3Jpo1w3SvPwmdA2UGdK4uGxnwsNMi9eNDJiTHTH5If/+U3XThraOC+PT0dMj0J8eOO//ydbNMIacbkQ/W05evSoPP10du8D/tMm4T3LlY+pvOK8t/AFtMuYMaO36RfNiX6f6xrTP+D+ZxJ7hzspYOuD4jTD1MA7nT+feOJJXQ8aPgF+4HFKESZLlkwrl1jlKRNoFnnhOe7gmr/cuHFD90W6dGn08b5eknuKt/tcMvMo+84P3qUDNbxGadyH+XrYoN4AkYFf1prGTxjfdHelQZQpRCKtyDtknUVn+A48QTQTuWfy2qoh3a+n3ryb8BJjoREVa2aA/PceVNFDr5T3pfOx8bHxpCl+S/dw605VtaPaPZjvG3iL0UP/zJmPh8mD/4Znm+fb0lLMcGRsvvjAV84gV2hqlzt37t8VWjDwbulTyC54FPl1p6FwL3xhuMTkh3U6Pn78uDzzzDP39LSTqqoGQJjL/ddqeKoTnf7MkSNGf/4b1uG/bQxkPyuveKqwsZ/5n47TrFW6dA6XGQaxdbzTEPyr834kQb15PWB+wrW0CqdrY40aNRwYOHVRps+Yqk14SpYsLrlz53RVJzyHRTg7t3v3bjUCrMuj5V2blfxXCf53XIen/tdff9XGVXSZ/PDDD1XJffXVVzqPZ599Xo4ePSx58+aV/Pnzew4Cm1Xuyvr9t78MeMHApvxPnTojw4YNkyFDBtwV1FOmTo0CP1ddhb9peIRAmzlzptKHWtX8T9v4QoUKOVXrqYaApzD29WApAK3N88RaA+gA9IMGDZL+/QcqSGKtWJsnn3xS68XTGbRw4cIK6n0bF7F3MdbYI9mzZ9fmWD/++KO+99FHH3ibzsWESB8saDJPr0XOEO5XrlzRmuk0VTN+e7AU/uO7P2xQb4CJdbcKEjTHO3XqlKxbt07LT7L+rBdGEOC3XLly8vjjj6uc/+abr6Rs2bK6h6mGZbKbGVuq1f3QlvshZ3GqwIM8p1ixYt569MgUcyyhf7Zv367ymoZW6Bx0iKXTwAuA/iNHjkiBAgVU6Z84cUrGjBkjw4cP93rqDWA6cHg/o4+99s9QwEXxHOi1lBnkx8GDB7061Td1xXQqzgVk1IABA9SoRA6ZUWZVrzgMP2PGDMmXL5/KLHjAIja+Z4f+aJx83wwMc26dPn1WRo4cKf369dM+Fnd7hYaHOJkXFql8h5OECDX7a9jQETJseIz+/DO0iv3O7ykQFuHONpDmzFrhHUdmISsSJkgsFSqWkqefflplgUUU3fdcA8779dY/kqDewu4QiI04d+5cBQSfffaZEm3d2o2yePFiaduutaRMmVwFtHp0PA1Ozp+9oJvygw8+kOLFi3uVAgtlCudhMjKtzb/55htVaJUrV1bv5ObNmxUUtG/fXsMsKL9nn82tAMFy760SxMMc+9/x7N/nV7s74m1AKDVu3FgWLpz7u8fcuUms+ZLV/3ZRjpvyyy+/CN0koSEbbO3atQqy+OFlxkMsqP87VvGP72Hr63tGhG9fvnxZJkyYIO3bf6qgDiVWvnx5VbKDBw+WChUqyAsvvKCeKltz7gVoYr/jCW/evLl6fTGIjx07Jh07dvAKVp5hgPtBztA8yvYs5glAXLp0qRqR/DzM18MG9b5pbgaW2J9TpkzR6Mx7730gTz31lEZb9u3bp2tJfflWrVrpe4MHD5Q33nhDihYtqgDYvOG+ufr3Q1+7DwYEToRKlSpJxYoVvWDd9+Asshen0vLly2XIkCHe/gmWCoZS37Nnj/Tt21eBHvx64MAhadeuncpzS0GzNEPnWY1Nj7if9bvXtZZKw1pYVTn+3rVrl/Tp00dmzZrl7dFhqYHWewOQjIyZN2+eV1+YXLF8/GvXrqm8QnfDO5ZiZeD+Xk43c1qa4cF4MQRbtGghs2fPvmf1G3AOOOji+UsycOBgqVmzphQuXFT27N4nHTp0kPkLZt6LRLGf34UCv+9H5IzDH35YJ8uWrtA1SpwkrmaIGKC3Ii22no8kqI8Sz0l/f5HTJ06qAk+YJKFkyJzJdTq9hyMNpZ04cULBIr15PUiWLlkphw4dkS5dO8qhI3tlzbKf9J5169WUxMkSa/jU5aURNomSffsOyLixk+S1116R/IVyKmgODrytXnE/f5evTf4ZoVfCrhZ65X2MCO6Bhx9lggeODcT3+V769OlVKPsCU57rvMXugBd/X7hwSYKCQiQi/LbeK2261JpLSofVQ/uPyOcTv5JXX31V8ubLofdesniVpo00bFxbEiVOquMgtQShRPiHMdy4HqjzTpkquYb9aLDiACqMFyWBN4MU3IpfuBoMhLSdR9zlhjEfyxn0Vbx01sQjxbihJfe2kCUpTngsfMPT4ZEhcuVisKROQyMpkevXQiVV6mRy9fo5uXUzQj3ijI2GXsbgeFexQOPGia9jvBl4UeeWInl6TbuIiAxUUN+kcRuZNft7CQy8IclTJlNPnQtXulKX8AZz4rAd70MjaHX21FlZvmy1Asc69evoPaGZzYX5ac1ZBYnXxd8/niRMkFTTuuInCNCOwtwnZYq0SoOw8CAtT3jrVrAkTZJSUqdOLf4BkeIXECnhoX5KL65F6WNYco1V3MGyF+G7omO+fv2WREf5SZy4/nL16mXlnwQJkkj6xzI64XzprISHh0rixEn1+QHxg8XfL4H4RbtGaFevXpQbgdclXpz4ki5dRkmcNJ52XSU6Qag4bdq0OpagoEDlNcoH8j+ebASPpbhY3mfc+P4aWmRNLBUC2rBedHSl+ZLlLxsAsjMpdu6B+6PcUqZM7a1Ewz6ALm7/JFMect2Bnac9bdrH5OqV68or8PqIEaOkfLmKanSNGj1CKlQop+Aq2s81faPKE+t97twFWTRvkQQGBqkCS5QsnqxauVYOHjwszZs3lcBb13RfJEqURDJmyCq35ZZ3L+LN4lnBwaH6ntvvjq/sPI6FsJkjNGGt/APY+5eUZ+MEJJDkyVNq52k/v9u65jdv3tI9ZrLBPMjwvXMeuPxYDHjLdeXZeHf844Qp/9GPAWPgVvANpVWKZKl1/SNvu/Mh0Bq+QGnwP2tiAONuWvl+QT0RT3sOfBIaEiI3rt1UwA3t0mVIo3uQ5nE2LnJQ4XuVK+JkADzqPo9Wg6xly9bSrVs3eS5vTm2AxnzglZ07f5Uxo8cpUOK+Q4aMkMqVK0qhwvkE2RQcFKq0TpsuuTbdo6Y3vAFfXblyTW4FBiuNkiRNJKlSpVD6s7bIgvjx4yr/IycsFSYoyBVYgH/Hjh2rUYIXX3xR15KfSxevSWjYLZVh8NSmjVvVQTBgYC/KM4hEueZ7yFP4YOeO3TJ8+EgZNXqYJE+Ox/ScdO7cWR0M8B7PYX3RP3rQNiBU158masicK9cuKk8lT5pKUqVMJwHx8A678oTQ3/ae02+RciswUm4FXZfQ0FuSOnVaSZwoua5NmrSpVO6wDvA7z2Zf8ExSnFwPgNsqf+F/dKw1IOQ58Dp7LFmyRPpsOvai/5gnOpQ9ree9oiPl8sVrkjxZah1PSKgr44o8CqObeTw/lSvwPU2+AECWMsV4kHP0l0AWsk/Spsmgv0NCb8iNwKsSGR6t683z4EXVrQHxlBdc2p2T68h47sX4kNUG4i9fvaCNDpHvzDtefOTuVfl1114ZPny0TJg4TOfBelgdekuvwVHQpFEHWbBwjly6fMbT4M5fUqZILclTJFbevnopREaPHimly5SU8uXLKi3hxcuXr+r4kiZ1mAQe06xgT0Un1pjPbwWGStwEUZIqxWO630MjrsmxIyelebP2Mn/BVOUNO9tx/bpLe4YWMefPKAcdIXv37peJE76W11+vKrmefUI7ybdo1lnmL/zOK/OYFzgAfem6ngfr/qHL++Wrl1QGpUqVRuViQFz2VpRIFGscrrySKAFrFSmXL12XtGlTy7nzp1Q3J0mSQjKkzyTRclsuXz6v9KexJDyRILE7D6cH4wOD9TP2iZtHCkmVJrmLxPrF0c/gG2QWuiN+vISSImUSr/5iz5r+skInCRIhG+PpfOHP0PAgpVcy9HSqxyQ8wlWnYv8zd8N0rInSNZrmmPG8vY2gB3x/7eoN5dkECf0Vl7A/ov2D1Uu/fMmPuh/q1P1IUqZMqrS0qIylU90r7erPWlL/Sk99RFS0REVEyYG9+2Ta1BnqZQd4VH6lspQuV1qSJASo3s3TR+kvf+HAQlBgqEyfNlsJ26JlE5m3YKZsWb9TF6TKS5WkSPEiujmtOgEpHMuWrZCVK9ZJoUIFJGeexzUsumDucg2fsmAwEWPCs4I3iFAvTMDG37Rpk4I/3t+/f7/89ttvXmAPg+TJk0fy58/rEWJxVajBeBb65/8jR47Jjh07VKHfjoxWRi5UuIBkz55Nw8sL5s6TVSt/ljJlykimzKmVwTdu2KaboHS5IlKwUBH1/pBfB+BhQzCO337do15LQD1zxpOfNWtmFShs8O3bdqohIX6RCkJJTcqWLZs3VGxeL8shBDARbsSDAegiRJ45c2YdJ95GNtyaNWskT55cGm4ypkUJzZ+zQipXqahKc9bMJRqS2vnrZrl4/obSg1xnez5j3r//oBBiRBAcOHBAAoMvK+DN/mQejUakTpNYvXiNG7WWKV9+LsuXL5XixYtKtuxPOIAR7a8Ae8WKVZpuRd49a4YCR2nOnTVXtm5xfFGmQhldP2hGagdpWMyD1A2E6sWLZyVr1idFouOoIZE2XUo5cuSQAmSUJEDz2vUrcuDAPrl69boKXkKtefPlkpCwm3Lm1GXZuHGjKkzWDmFHCgEeZ2dEwWN+2lk0+BYh36Ny/NhJSZ8hnRw4sEefkyZNeilXtoLy3L79v6mCA/Tmyvmc5C/0jETfRtCEyI7tu2TP3l0K7gBUGTJkkqJFC+r6opy/+26qvPPOO8pvGGAVK5aXePES6NxZV8aHgsyQIYOuCzzMvkB4bdu2Q/mG9WEOGTI8JqVKlVKFZOkFZjhZyoGlnMDHAJ1cufIoj5q3etmyZZrbWbNmdU997wjduxs2bJKXX3pVpk6dKk2aNrwrqEdxWtdj1nzhwsWyef1mFapVqlSRfIWelfU/bxb2eqVKFeTQ4X0KjjFm8uTOK2XLFVV5wPrgASOCw7rzOXMrUaKEZMv2uMer78AZwJO5AjDPnb0gGTKmlf3796pxnixpKsmcOauULFVUUqVKpjyB19nRfZfSD14lTSNHjhy6b6E7a0K4n+8DithD7MfMWdNq1+e9ew9qWselS+d072fMmFny5S0kTz3teJ7xIAdNebhDWs7getCgXsF4BGkmUbJv9z6ZO2e+RkZ0f7xQWkEwYCZu/DhurBGOhpoWcBvQ6q/72/FLgF7bqlUbjaIVKVLAdbaO4zobw8fwkqZe+cdVUF+8eGEFhydPnpTwMAcqS5UuJrnyPKX8xb1/+WWr7NmzT0JDwiVefEBqYilduqTSGYXOnoc3n3nmKe9BR/hg9uz5UrVqVV2j0aNHq7eVKBHryJrt23tAgkNu6Vmt9OkzSkhwhOqFQYP7KPAJCaK5nWtAtmXLNtm4YYvMn79QPmn0sTz5ZFZJmTKttGzZUlNwtm7dqgYN9GAPEplKlz65rv/p0+c1Qos8wkhmbz+VPafkK5jL9TrwNLkxzy9AnX23dcuvcuHiGYmICFGeeeLxp3Svv/FmNUmQII7cuBEk27ZtE3K0AUrsf84DkGKEUfnzzz+rA+Dll6t4z6JACyIMx46dUJCIXNyyZYvKJzvnlStXLpWDIWG3ZO2anyTbE0/rHsMpgewICIgvR4+clKyPZ9S0EOaNYcQ1yBX0yapVq3QvnTlzSi5fvqi6LUvmbFK8eEnZu2+nnDh1VMJDo+XJJ59QOQUoZ2yAN9ab/QgwxVBgndHt7Av2IbqMee7Zt1ONDpwxrH/BQnl1b25Y/4ssWbJC6tZ7X+U115pOMyOv2atYAAAgAElEQVQa3dS08acyfsJo2bFzs/IR+hW9VaRoAZUb589d94L6F16oqLTctes3dTwihwD1GBzoIMaILGXu8Bb3Dw4Kl0RJAyRLpicld67n5Ynsj8nB/UekdatOMnceoN45RVm/X3/dqY7EIkUK6Vhdumm0HD58UFauXC3LlrJvCkqGzCmkRLHS0rZ1dxkyrIeu//nzF/Ua0towXBkXGODChSuybt0Pqi/gqRTJ0zh6FHzWAXvB2KNwhSjov3LlhmIwZNzRYwd13SIjRfLlLSAZMj4m27f/ojoNAwueKFa8gPIZIByaGB8lSJBI161YsUKSKZM7n4K+eOaZnEo39Djy8Yknsmr6NDzNd+BfzsjxN3qveMlCigv37z+s37ty5YLSJV269FKkcAnlP3iWlM733ntPdTXOGvY5+i88MkiNZXNIIJ/hrTOnzyk/4zxI/9gTStfEyfxl5szZsmn9LqVV1WpVpGLFsooRAfa8fM9w/R3nuf6VoJ6JXb10VT7t0FW2bt6uwNY/rr88kS2zdO7WUQoXzn8Po4WcMk7pRkvgjWCZNXOeHD9+Ujp2aic/rV8jq5f+qMz61tvVJEfuHMpApgRREOvXr5cF81dIiRLF5Pn8TysA7ttriDRq1ETy5c8pISERusl79+4tpUuXli5duqjQRwiR0/bOO2+pcCBVACaCGWAaBPTOnTulTp1a/yfEboeHucfYseP1uooVX9AcLK7buGm9Xgdzbt+yVb77drYqlmxPZpDg0CBZveJnVYCvvf6ipE6TTp9NeK9UqTIa/iUshxcT0AAA//HHtarc8QgBhnnmU9mf0fmER4TqNQiS1q1bKwNqp1ZP110LG8H4X3/9rW6+l19+WYUPG3Dbti0apoTp+/fvL2+99YYKZctNPH32lPToOlA6dW6r61T/4xbyzrvV5LEMKeTZ3AXVw8kaoCTxpLKZFy5cKGvWrJVnns6pID59ppRK74XzVikYrlHzHTW08NRPnjJRvVwA2aZNm3pzphEQ5KmScpEpUwYP6HENO9b/uF69t4y52lvVFLx9//33UrJkSUEZ4ZHDYIFW+Qrkkdw588q+vYc0raNosYJSpkwJBY0AyMiIKMmcJaMULVpYPXWbN23RdR82fJB6VadM+lYVTbVq1fTZW7ZsVuBIyhcGHEIZjwee+ls3g2Tx4uWyauUaeT7vs1KiRBH1HKxYsUYjLwgxPJIIXIDvrp17ZPCwPhIvTkJZ+8PPMnfufKla7WV5/PEscubMOVm96gfJlftpqV27toLlBvU/kTp16siBg/ukWLEiStvfftsj06Z9L2+//bYKdOi8cuVKVYwVKlSSatVeU5CCsHrl5dfU6Ll46bwaUhhz1at/6K3x7BvKtjx584xNnvylrk2TJk1U4HKQCH5DobFOgCIENbyLR/WtN9/RFIuZs6Z6QT2GDTnNeOrxesHjeInw4sDfALiNGzfL+nXrFWAwpwxZHpOff9okixYtURBXvERhSZAgnmzZskNWrvhB+g/oqekcnKkYN26CKlaUGsAJvuQg5mefdVKgCEAAKOMpRKAvWLBINm7YLJmzpJeyZUurFwugQvpF/gJ5pVatj+TYMZcmxhqgpMmrBchPnDhR9yzKHJ6YPn26fsaaQHvSTFB8rVs3l0uXrsnwYSPV0KxQsYyWSVu79me5euWmtG3XXPnXKR130NLyey3t40GCevN0w8cY4r269dE10AiGv79kevwxlZnsG3MUmIIEwFNxWD2fHsWJ2AEcTZo0RY2rKlVeVJkM/eEV5LcB15MnT8vAAcMlceL4kufZHJo+iTKdN3eBBAXfkD79eqoBARieOnW6lC1bXnkW8AqIB6i0bdtWeQfPP3uUfWGhcfZC587dpFOnTqrgAd4YeYBt5PSXX34pr71aTXLlzqHAE2UfER6t6zd8xEAhSukv8IurOIJRjDNh2rQZ0qlze8mQIa0Cno8//ljTP5E9WbNmVV4k7QNHTu3a1ZWHMJQAz9Vef0UjDDt2/KZRgdp1PpR8+Z5XnmTtLQqMbiNt8+yZ8/L+B2+rF5y9jlEBAGQPxY8fIDNmzFFj8s0331RQzLPZ/wDc999/XzZs2CDTp09VHWNebwAgMjJ37md1ryA7AeYfffSR0gn5Bjhq2LChpE6dXIYNGyVZszi5gXMJR8vWrTtlzeofpVDh51XuwrNcs2LFCpWNrHOPHj0kWbIUUrBgfsmZ8xk1JGbPmi/58xeUZMkTSIlSReXS+Zuy5odVkiVLJqlXr57qke+++04B4nvvfqCeXOhOiiqRO/b3gvmLNP2NtSxZppAkiJdY12XRokXSrXtnpSP/f/fddOnWvZ0aWOw9A2WW8nv48GGpV6eFfFT9HX0ODi0irRvWb5JbQTelRYsmEhnhL6NGjZISJYtJmTKllBeRcejIfPkKyMWL53Xe8HqbNm2UDuAN1g7aPpsnn1y5flqWL12r0YT2HZrL8eOnpW0bB+pZd5x6nBsKCQmSunXrSvLkSb0Nj5CJONZ+2bRNZkxfIKVLF5cnn84kmTJkldo1m8pHNV7TdcyS5XFde5yXr732mrz99ps6tm++ni6nz5xUnIORvm3rDjX0GjdpIDlzP638HRZB9CuO/o1Tqk7t+vr9557PJWnSpJJNm7aqLipZCsdhFk2nw7Bi/Vu2aqpGAgY50Vhko+KS8HDlvUsXr2h6GoYz5xdwvIFpcJhyjhDj7G76691339QxjRs7Qe9drnwplZ/o1KBbYdKyVWOV9fAOupE1RQazPsgbnEZmMKPzyZXHOfDKK6/oXsXxtmb1z4pL3n7vNR3zquXr1Vn3+htVlCfQexZB/Z8A9XEC/GTPb/vlg3dqye0wFz4MiBegYfMaNT6QT5p+fFdQT341ZYPwdJJ+M2/uIg219+3XU65evyBzpy9SL0mDhnX1vlaeyim8AGWKwYNGKhMWL1VAAcTkz7/TwyRNm30sly7eUKGFoEYYjh8/XseIZx4mA7yxofAqjBgxQsdqnj8YACZBOOGtsTQFlBJeRSxPfkaPHquWHGPiOQh0rhswoJ+cO31G+vcbrsDgmVxZdPPPnbVEmb5R07py4eJlGTdunHov8CYgQAApCFRCYowVCxUFBOjF44qAIz/UTxw9oEHPnj3lzbdeV6PEwukoXxeGC9VxYcTgdcM7zRyxmL/6eoq88UY13QADBw5U46NcuTI6F8AbwLhb135qZJGOULdOUwUiL71SQQL8Eql3ke/06tVLXn/9dd1Ms2bN0TzFUSPHKLiO8gvRMWEBQ+NRowdpCKxF8w4yffp3snvPr6pkmDvKH9qgmH7+aYMMHNTX23TKwERwYLDMmD5HhXe9hvUUREBDojAoVnJeEa6AyrSPpZDgW2EyZ/YimTNnlkyYOEaVKpt2+/ad0qplOxkwsI+CTO53+tR5NQDbd2gtiZMmkCGDRir45AdFderUCfXcMleMLgNjFmlCaWGkfP4FRqILAa5bt166d+upNCpTtoSmUQHau3XtpcYS4c3+/YYqqPngg3ckIhJ6+cvWLdtl6LDBShvSrRBaeCMAEQFx/OT8+bPSt29/nfebb77uPbyD575Dh476fYAFoPu5Z/Oqkndh+WjZ/MtGpffIkUPVKOVllV4s3cyl1JC6E6KGwbfffqveThQR3iHui0CHp1Dc7D3A1auvVpVMGbNIs2YtNOfT0m/+E6jX9A0J8FQaiaPPmjd7nly8cFmVZGAIhsJ8mTN7gYwdO1o9MxiAly9flz69+0mlF1xuPvy25Zdt3rVnjmq49++jhio0sjQc5oQimD59psyft1hTKQBoLgJ4WxXfiJHDZMSIYRo+B9DXql1DqlevrvRjLw0cMFh5AsU0fMRQ9TYSHbQQPwBu/PiJ0rRpY/lx3QbZtOkXBZV+/qRSBaiR1qtnP3nv/TdU+bs9S6jdNS0yY/xeYd77Tb8x7zoeSrzWH75XXdMI48Z16WuJk8eXWrVqSMNP6nkO9bmD6+6MAa0XXSSB9BvGjXGA3CCywj5AzhK5RQ4AOp9//ln14PEDjbp81kdD3IBoFyESjVh17faZfPPNFN0H5LdjsDZs2Mgrgy9cOKfOCJwpGHvINoAtHmroa46bLl16SMeOHdVwQvazH+DZL774QsfEHsGYgvZ409mnpCfAE0QhMLhJo3T58rdl92/7pVevPmqsIg8PHzopderWUm89Ooh1IwqK5/DwoaPSu0932bvnoPTrN0D1SI6c2XX/I/+QYadOH5OuXbvq8y0yw1rs/m2vymNkWZasGRTUYyx/8/VUNUa/mDReHSrkWWN0AZrtDBl7c9CgIarfWJNBgwbIu+++qyCY8QH+uHePHr3UsOzVq4fSL+vjmVVeBd0K0b1OiknDT2pJz559JXGipNKqdQvdJxjcc+YsUJk6fsJw1Vc8Bw8uc6xc+SWVZd27d1eZ2b9/X917jH/ihMlqNH751URJmTqZhNyKUlnyxaSJaiij65Ah7G0cEFHRkWqAA6TxrkJn/ma/owMBuBFhUZpGBa0wmpHN0Lx7994yc9ZX3si6pd0Y/x46dEhqVm8snzSqKzVqvqc8TbTq4oWr0rtPT41iFCxQVA0o+AaDctiwITouQKSltaJHe/bs7T2vwTjw8jdr1kx5Jizippw6cVHn3uHTFmo4NG3SWmbN/lYNFrAHe+S9997xpBeHec8LqSc3rsjpk+dkxPAJqh/yFsgpe3cfkE8atJU27epL1arIflKWrumew0Dr3r2rRnAHDRwhffr0kiezZ9W9BBDGAXHy1FHp1aubvgefazlZiStHjpyQ2rU+lhYtmsmbb1VVDHLu3CVp3aqt5M33nLRt21IBLvhn8qSvNQ0Og5azkDhI4CtkJLwI0O/Xb5BUrfqqRuZ69Ogm/gGi/IqxgHymkAKyGQzCNchPIproL+QuTqkF85coz6CvooXKWnFUfg4aOExeq/qSGgoYQx9++L4WWHFpzC4VCsOcVFbdu7v3ytChQzWCiFGBk5K5b9+yR3luyPC+kjZ1OvlyyjS9tn6DWvod/tZoZLSL9Bq+svfu4bW+68f/Sk/97chwzRGrU6OhBN1wOexRflGSJEUCqVnzQ6nfqM5dJ0V4CWCIfsBTDygC1Pfr30tB/bwZi9WTWO/jWv8H1EMQBFuvnoN0QYsUz6tCa9P6HaqwR4wcJOfPXVbwARiaP3++Cn6YAK8t3uL6Deoo0MSLClgyDzWKyR226SdTpkxSIEh+IfMjHIzAGzNmnHrjAeBugztPC2ARYEiFm+DAm9K3z1BV7jnzZNONN2v6Qv0uOfVnz11SL0qZMuXUG8Lhl569ukvevM+pZ8XqpgJcYUzAK4AVS9O5HvwVoCAYEiVOII0aNVKQzXPM88p8URh4IJlThfKVVMGi6Aip8T2+j8B66aWXNDztmNeVjezQvod81qW9jgcgPuXLCZImXVKJFyepKkQMla+++kajBQBpPPWAQOiq6Q7ReEjjy4mj5+Wzz7pKvY9rKL0tp55nY4ljEGCUICQR8niASLkAxCndPeU9A68HKhgDADZo3EBBPQobCx1lgrIHbNWqVUvDb+RcAgqJaADqmRf3Ih/243qfyFdfT5KMGdMpWMUDPXLEaKlQsZwULJhXFixYokKSseHxwSONALacfatwAag3oxQv/OgxQ1UYA3bwzDRs0Ej5gQgWa3/p0hUZPmy0lK9QWrI/mUMaNWqmB3MYB8APY5ec9Imfj5dmTVsoCGrRopUC2+xPZdM57N27Wzp+2k36D+jrLQ0KnfBOf/ppJ6n84kuqyOEJ+AqwYtU++A7jadqsgQIhe5mgsooN8B+0wnBE8bdp0055ByGOsZgubXr1BDVr1kQVMgBs2LARGplo0qSZzJk77a6g3g6Es2+gP566OTPnaOoBYOx64FWZNWueA9ojRqhQ5xoAwpTJ32i4msgTQpnICQaGne2AL1etXqHnIIgqQHeUBtEk9sy8eQvkpx83yshRQ8U/jmsJzhjw1gNOatepqekC9evXU34kggJ9SAsYOwaA6Kq4tG3bWj2EeFyRVc6rE6ApeTwP3k6WLJWmQDB+FCipCCuWr9GDWMzT1T52oP7OZl4P0lPvZIQnzH/oqNSqXkfz2kVcqk2KNEmkRo2PVP7iqUfJGzhijhhlqoxDXbqQla3lN/yBQQdf4OTgoCxrQESDM0Z8PmTwGMmXP7c6gFxX0Dhy7uwlad2mpQwc2F9BFvuiXz+3p3lBU+WTOXP0TBXeevju1Vdf1n1qKYenT5+Url16K2jGWcBhbQwxPH7sCXL+CxTkoLM7fwQYnzljrnryBg7q7dIShLNTzrnCniTihwybv2C25jofPHBcD1tOnvKFZMyY3nM2IlLWrF6r+mbI0EHqWZ47d6FGjNjbPM8B9/0yc+Z0mTN3lvdArTugGSHz57lo5+gxw/WzeAkCNP8cTz06iTzvHTu3KOCZ8uUkBToYH7zwxGPskwJXtlxJBcCkphHpheboClI9cBKtXrVeZsyYphFRADRrGBIcpimUc+bMk7HjhqrhUKhgEfmo+nsq79k7C+Yvkw0bfpFx44foeLmOPUtED52IHGdPAoRr166puoO0iIULlmqUEvkIoIqOjKfgj/UgXW/16tW6rkRXVBeL62kCD82ZPU8mT56sh5LRLxjJOIwC/OIpz3z99deSMVM6BXacfejdu7+CegNhlmZoETAMzmZNOsrnX4yRTJnTarYA9yKnnLHgrUeH4MhAruDZBajDl0RCHJ85WUQk9MjhY+q8a9mquRoyRDSiosA24XI7wl+uXQ2SZMnjqT5o/Elr6dq9vQJsxoMhQPqS03POaHYVViKVD8+fvaTOS1Id8xfKLb/t2i0dO/SRcZ8PlMwZs2gaJkB73dqfZO682Ur7lSuXy6yZi6RVq2aa3qbRoIgo5W/HdzMchPDjrF6Upt8QVWrapKV8/vkEdaBYCg9OjIKF8guec17sFc4/EiXCmWHyF/zACxmI8bdmzY+qd8BnGJdEsMliQN4fPLhfOrTvIgMG9vOm2DJvjEP0V5XKL0vZcqVl9KixkihRMnnllZe8+4dI1upV6/TsExHdBg0ayKRJkzTiY/ufOZEySLSPCODSpct1T+IghY+1Br1flFw4e10N0CovVdAow7Sp85T+TZrW+x2IdzLA/VgK1/2m4Pw7Qf3t23LtMuHlsfLzug1y/dpNkQDR3LbmrZtK3rxYRH/8cs1loj3pCyEyd85COXz4qPTq3U0uXz0nc6YtVAbAU09aj7OmPeA62k/w2AzoP0KZpkDhPCpcThy9qJ6RTzu2lNCQSN38CHCEGQIJxuM9wuekNziPT0UNW7HBrLU9Ho12bTuqtzRLlgx6kEdPP0dGa65a/34DFVzjLQR4mhcUD0DXrt2ld6++kiRJXOnRtb8C/zzPP+W8DjMWKLPU/6SmXL0WKEOGDJNKFV/UPOsuXTrL91O/1ZA0RgT5xmxsZ8BckW5de0hEZJgCTDuQZBEEgDLGy5dfTlYhiMWKp4T5Au4AEj/88IN6RpgjYB/PNkoWgAxoqlz5BfUc2ul/rOn2bbtLz16f6SGkBvWby9x504UDLBwicxs8VL1Hv2zeqt5olMjOXdvVk6IH5KKCVCFeuXhL51q8REEpWLCwfFy3qcxb8L16GVauWK1hQSIO0B2aY2QwBxNyrDs0ht8w/nhu4+aNVZlgGDFHLHAseqx/jBMOu4aFRMriRcs1fYID2PAb4+I8BAeWFiycpXnxrP3Jk2fli88na7i1UqVycv78ZTUGSFViAwPsqGsMwCBUrcIhfhz1Bly9elPTglAWeOA5pOMXjVfhpLRs0VpDo9DQCcpLMnrUePXcp38ss9Sv38h5k+NzQA5jzh0EZ0zVqr6hKQx4qWbMnOapmBAlh44clA5tu8u3334tiZOQ8+e+j8E5cMBQKVq0uIYP8WIgHK06BPcmTQ56Vq/xripe9pVVAoE3DRgD6nlhaM2ePVeBM+OExnho4sVNoGuFV5DcTVIEOnfqorQFNMybP+N3oB5l+P/YOw8oK6uka1cHso4RTCAqIBLEgJEggiBgHPOYGSMmFCUjCIiI5IwYUQEDAoIEUTBnUZKIRAmCIDlDN3T/66lz9+1j/8j4Dd98KNN3LVY3t+993/OesGvXrjp1+vWnEk5Iv5GDpZQMDOS4MW+7owYRX79pvU2a9KHNnTPfmrdoavnzhwgSnxs29A0na+Teo/7wfoljj/E+UG10npE8a0W+eDYcTK7Pno0Z03+0jk+09fxSPgtxWrlijTuJzIGyJ1Zw1erNEa95tC5sylprfXoP8HQQcqMffbSFvfzKC55W5XWlfWNWqPLk6T+tUWKponCob94PJDHNx4C0E0gIfZ+7Zr8b3H9xTsXeKvVyliHT9GmPLr1s8uQPPDLEfDmpYml3CCudUt7nuoSCYNgCqadPCxcsEjZSbtvh5Jw+wuHRKbGML+uVqChEBtysWrW69ejezy69rK6dX6uqk/UC+QrbnB8XeCpg02aPeDTyvvvvsbfeGhlyz32OpzuOk/ZAVBD85vMINqRISIlFtGnd6jHHfohFiIie66QeIg4JLHbEobZ162bfNL554zZ3tD755DPr0bOzkyny4VWhCVEFUo/CLaV+7pwl1rjxgzZ+whhPCwA3+dy3U6bbM888ZwMG9rEhrwzz/O6yZctYWnog9bt2pfj4Iw4wr9m4HjY2pjpOI1pArLGDaWnZlrFzh6epLVzws29ChiBNnzHVpn430zo/1dFTN0hL49nZZMq9ix9znN1w49X2ww8/WN++/T265E7m0/1dLCH/feSI8TZq1Ai3gyqygE3O8udOdWJDJBpSSwSXjffr126wUSPH2ZrVm+zBxrcn91LgRA8b9prPm/r1LnYn6sK6tT2SwrUhghQ4mDHje3usXcsQ5cnK53swHmzU2KMDEHoEg/IVTkoKZdgHnUpMKgepIMHGtnVSzxhtWL/Foy+k0aCiz/p+jrVt28FJPZyAl/bDMRcZJ+wBm00p1nDQoQW9/y0rzTIzUjw187vvplijB+93LEBgIte+9aMtExV1ODhS9i/DU1HAR0St5s2b2quvveKbL31DceZGj2qnWAFLS8+0WbPm2I3X3261aldxB4j0GzCa1LFQtCLwG/EcnI2Vv/zqPAc1/+wqlWz+3J+s6SPtbcTowY43zDnGi+g2/Uh0gQyFMW+9a5VOOcmysjN8bqSlFnCCixPY4fG2bk93ZuFMm689Ul3uu/dBGzPmLbdVOIrr1m3y8pk1a9WwOnVq+hwllYWxJFW1YcOGTorp32OKH5WwXeHQTfaosN4oZMJ8qFuvjmN/yMGfY82bPWZDh75ihYsghIRzKmS/zjmnittH8DMzM9vxE/tI/+AsIWiqRO79D9zrqTWsgbD/LhQbQGxDWNu6NcOda5yQx9q1cYccQs+1Nq7L9KjqCaWOtnr1LrI3h7OWd3imB2PAi3Zpj5mE31ho3CPJ3cMf/5Skno2y+dPy20/zF/hGWVRiyE7terV9o2xK1p43emH4GAAm7oZ1AcxQ6tu1f9Q2bFqdTL95oNE9tmPnjt+UngLcly//2VMXyLc7u8qpPrE2rM3w/PFDDwuqKqAGweAnQI6Bh3BCRFjIgD3qI+8r7YQBY7PLEx2fsgED+7mCmrmLXeLZvojYUIKii+G6+ZYbfYEHpSnVw0cA/wvPD7aMjE32RIdufm2UeiqvjB39Xog+3HWTrV6zwSfUuedUtbJlyzkoAOTly5/ok46oAGCIo3PwQYd66gdk/OprrvQJDOGnTUQsmHTaZEK4Vu3h7yx60o+UWxg2NH7uOZD0HWQYYgwAk3PKi+uR7vPE491duUpLz7YH7m/qKgsbAPOnF/EFBJij0KDwYXBQfqZ8+7V77/RLev5AIJcvXWcdO3ZyIokD0+ThR+314c97Ljv7KDo90dmNLcZq1aqVrv4CVERyeAbVhd2+ZbsNHfK6v3fnPXc6QSOsBknEUHHfQBqqWv6C2bZlU4bPK4xH8xaPhDzgndlGTi/RAognZDGE7FHqB9gll15kp59+qpNvwvQ8J4rS119/6SlX9BkhWcCQKBMqL5U2xr79jpP6du1bOalH/Vi2bKUr9agEhQpTKWWHEyiUesLFJY8tZY0bN7W+fXvb4UWpaBM29qC8oLoR7kW9ADyJghQunN+rRZEK9PCDbTx8Tlgf5QGjwPpp0fxRu/LKq91QYJhwkJgbSu3AcC9dsswVKh16plxTxkoOI0YJVRSVBxKFwSUs+syg55xIEWXBGbzm2qvcYSTHnPQuNuGx5nAA4/Sb3KQeIFfZSMYTMj5m1Bh3IiD1a9ZTE368bz7GoGZlZVh6/jRb+ctqV1XZWIUqiJpW8eTy7pgz93nhQEOQwBec4KBmhhMdeSYc0U8/+dpTP/IVCAQapW7pkl+cMNzd8E5PI7rzrtu99Cr39bDyoqXWr9/TVqd2XTv++DJO6jo92c6VOdasKvn4mj34YHv+uRetVKkynp5BpR0MCf1JDjtjxp4e+lyGKBDDoH4q3Pt7dmFvST1Gj+cO1WvSbOG8hZ7TjrLOHoPa9c53J87JdHpwfMEkHE5vHzmr/HVnziZkiPvHH3/qZBpCGtJCgsIFoQCDGZt/NrjdK5RcdHFtq1GTtLSgFi5fFqI0REsweqjIYGK5cmX9/uAazgPOAfMMzGTNg1v169dNhsnB+5Yt2rgDSp9CzkjVor+5fosWLXxDvK/flBSPFJMSQ5ie6A1RPuYDzozSPUnraN26jTt5VJ+B1BOpoYIKOAWRAK9RigcPftnTB9ljQ5k80jFRTHHasXteKWrFKitf4UR39LAvkHzsIClb7CNARWaO0PdUd5o86ROPhJGqMn3Gt56u+txzzySie0HVJkLU7rGOdtFFl1jdejUdn7ExqO08O051jx7dfM5RMnrChHHWvcdTPv+8IkjBwp6WA3ErWCjd7QKknnxu+pY0ffsAACAASURBVApSP+m9j+3H2QutdZsHk9EpMI39BkSAL6hVx0ncxZfUt2rVqvgzQNZQd8OeuUdcIYaQk4ZFqt7LLw1xYWfiuxO8ffEaoK18DgybOPE9j54yfjjjEHEccVKeqFrD3gAcw5Yt29iot4YmUyfoG208Z07iGLBRdsDAXnZcqaMCqbR8rqgPGTLM+42oMnvYqlap7gIYwsrjHdsnonLbfM6C04hMCBk4FMwHHC1Sopi/WbbNq6jRXxUqlrIli1fYLTffZf0HdLcTy5YOqYPffGPNmjVJVE0KXMIrIpEGu2u7rVqJUNPHrvvHVXbm2ZXsxx/mWbMmHWz0uCFBOc5O93k3fdpMd25IH8S2M1+6dOnkZBj7SSUZKkitXvOrlS59QnAiLAgNzHVIPSmpI0YM97mK/UboIjKJg1a16tnutKGUs6eJFB+UejjUyZUquMACzrKeuB9RDyrBcR8wmuIOiG2sAR/D5u3cfp1YlraEz7H3onmz1m6/atc53+99wgml7dprr3YOogwGbDOiEjYDUo99ZQy5vxR1eCXYlJGR5dEznEai3+ASa4q1vWzJWo9+gUMImij1iLQN77vVU0Mlcv3XkHpKWvKw+dJSLHN7UGnIfU9JD4cm/auSloCbl4JKT/Fd7KRJQLae6NTeVq1ZbqOHj/eFeMedDSw7NSf0oZzOoNT3dJWmSvXKPgA7tqbalCnf2dBhL/ruaowSajSpJBhrwB+PDaOBcYeoACaQFJwAJglKECG4OT/+ZD16drFdu3ZYoSIFQ5g8O9WrlUDg2MRK3i5pGSxf1PQ33njTw52Q1BUrFlu3p/r6YidsRuUT0m88H/yum2zV6lDu78I69by6CMapVOmSvkkP8gnIkHeHWtKq5aNeOYK2Q3Ag9bwgfKQT4bVC4kIYPJSaUpgIQsvCu/fe+x3YmfSAFs4PL4CQ6AXOzb33NvS/Y3hJUXh16Cjr07ebG44Gtza0Bx+6xy6+tLaTehYiYNa7V3+78MJ63tcAwlujR7rTRHWd7JRwqMeUr2a5QYJE4WTcc3djGzX6FSf1GBA2SEHQMSwoEmzKgvyEUokZyQ12pN+woZqxgNTT5wAGJBtVgOeA3HkoPmW7k3rCvigzbR+DbGckST1OyujRI6xQ4ZDPB1A8PfA53xSEwsvmS8gpxJ55SIkvwneALZtGKbvnO+OzKFm4zpV6CFEwWhk+fvPnL7L772vk84ySmsx3yLr3Wd3zrWLFU61D+04OKOy4D6H2XU5YIC4NG97rJJcccxTLsAcFBWWd9e012A4//GC7tcGNXsqM+QyBGPT083brrbdbjRpV7YlOj7thJW9R5ISNaMPfGGF33HmLO+FsPqQfcfpEKjEqkLcwl1I9XQ1FHOAmv5W0B8aLHFdC1cwxVNPChQ5wwoqDRvoN84wygCppGSv1UnKlANP+sW+/7ek+5D5u3LTJxo2bYD8tXGotWjZzIgX5Wb92k1dpYC8Ie0kw6CheGAiIEfMSJ4x8fCoboNBCpr1iS+YuX+OkF4weNdE6dnrUypY7IShk2en22affuJMImaGPySUeNWq4r0fGetnSFdanzwBPYzvt1LOduB13/NF2GymCiXKyKGk8M4b6g/c/caecnFLSbVBdV//K3pu3PJKinHopdFq7SnPZkwq0t6QegGYduRLFhmUcutSwadPLVqYn1l6+kFeq9MNw311OCByLPXWJ8pJZvgmVnG6idseXKu4iSFC1UjwX9qXBr3geNpjdrVsvu/iSOlbtvLPDBv+daT7WKH84BWw2JpUB8nP33bd7G3iBOajPOJEQddY/jhviCYYa7MIBhqQj4BCxBP/ACDZr8x6bLm9tcL0TVeb8/LkLrE/vp/252Wu1M4t83EI+L4LTlc9TZojCDhk62J3rH2cvsqZNH7Gx495yssH8wnH55uupvlmYVEU2bdIfkHrmCffbsS3DPv74cxeaKDAAwQ25/WmOJVT7YM/Nw4/c7/OXKPGypctt6JDh9tlnX1n//n1t67aN1r7dE54/feppFR0TsL9Tvp5qA/o/43nepUqXcLJHvjMbSStXrux9c8+9d7u4MH3abOvUqaOTemwl/QBJZeM+5Or6G65xp4g+rlbtHLfTHpkdNdH3EzRvfa9HKekfvocjA56Q+kfaa/2L6nolFYaNam2ou0TzED3AThxEcI5UvddfYxPjLCek9NWRRxYLDufOnR7hYQ0hpmDrwBqwyFVmy+dKPYIXpJ59EhQhIKd+5KghPvdCdamwIZ855OM9f77dfOM99kCju+2iSy8IFZ7SCtrSJSs91xthiOou2CzWOqSeNK8yJ5bylDTSZbge7UegIR0P+0cUpcyJx3uaiaf6bV9nP3wfSls/2qaJbd2y05o2aWMjRg719CLSVLBZcAiEG6nNSvPAXv26Yo117dLXrr3uSjvrnFNswbxFXv1m5JgXQ7EGI2qQah9/9Kk7zcx1hDUyKLr3eNL3QjB227ZkeCQKDkFKsK/z/ImUn0RU+YH7G9vYsWOc1DNHyKmnDO0FtWva+edX8/7EqSb6jYD14EMPuA0gvQ78DfsLzSPoRG5Ii2WteeTGncOq3v/Ymx7dn07aLyKd2CHZrwYN7rD6F9V0W49Q1bYt2QLm+y/BT4pSlC9X0bHkgUb3JZX6IJqkuZ3QJn6U/RnTv/dN3O3at3XRlPKYtDXs9evrZWwRidiQzFq8s+FNVqhAYcfHOHotoSWUR967ww//lEr9vxt2iL+nMAY52UwOyAOEW9U0mHh4gwrRa0MQnY3HSC4V6QkqK8VAcQ3y3yCpDCTGH3KBwoECT/485ESnH2IUADwAn+uTAoIyWa9ebb8u12QwZQDxViGJ1Mjne6Qw4JFyX3LXyfNicwibGTFQePikbdAG0jAgkJBCVBWF91CWqTxAziA5pzgYfJ52YLAg3ixGLQ42arKpifemTvvWczZ5TpwLJr6H1qiokJnl5KtPn35eCgrDhocLuH/w4WR/Zt6jYgfqPaFASsYBNnj7LFzIGm3GOSHFh/QT2peVudP7kzAcRpjr0n4MCP1W5TxUmlBthA2+KJcAF/1E/uHIt153IKXkJGAPEShe/GjfvFqwcD5X7kI4LcdjZp5AdiFm9CHOGiQMBYBd7BgTjBDKPYYWI4QhIFIBMfb6y57TN9eaNGnmhBCQgQySbuRhwrp1fSMsgE7fqyoSDhQOIGMbNiXnnGRIu+gvwI2+CNUssl2RIGxMm+kL7kVaRkh3qu/9hLPGP5yRoocfkSy5SliSfEHmI3MIx0B58Tw/iiDhVsYPxwNVXGUduS5KGWlnEC2MFAYXB4H/0w/33UfJyY0+XlT/CPsgAolx50E1tFNTvc2sE9qC4cSAAUr0BySJPkE9A+gYE8aZ3E3apE2KXv2mb18nsjjXIZ/TnEhC+gB1cm4nvvOe57NS5545iQHmQDoZOrCBChOU/uSUZtoUlKALrEzpsj5XUeKmfPu5rz/GFmOuaATOA8rOmNGTvO8oI0eKBiXcPvzofccNcum5Bv2OwiOlhv6TE1n7gnpOOCCQ9C+bjrk2VTLoa/LymQ8YbVW0Ytx4jyoZ3bp1/g2E5qQ9/TFk3WtS/8du87ufok+VJgAmhjz6jb65G2Hkglr1ff0wp7x++IwZ/uzkHUO02YzMxkbmanC4Mt0ZA/8Zb8pMomIyVmAiggT9S3oh/8i9Zj2wvql2BHbRDnCT9QRJhPyBO6xrHH3mHp9FIQWn2a8CGQbnWDtcD5sRDHYiIpE4WRbcQhgiisR+jk0bdzipJz8ZR5L5BeEhLeaVV4ba8y8M8ug1RKtggcI+5yFhXAdcv/SyOl4gIVRlCo4SfUpfecGFeUsciyAbzEWcgFk/zHSMY06DKZAjbBnYzxolXZDPk6dOZIvrsXGZg+AgQOS4s2GZtrJpEwIIFjA/aQf9T/9QNIEcZTCBFE76jvHhH7aCNdmiRbPkWQEIM6xJznlgnwuYTOQkRHrMx40oJ+NPHwYHDVFoQaiUNXx4Iur7gmM+96Q/wBIKJ+AEElFmrFHtwVQuwfzDvnBvxhk7SZ+zh4DUOdYy0U4wgTH18wNScDAX2q23sNH0Mrfh9BnPxjxg7xnf35GxzdcucwZhkNRVzUWuS6SfOca4gH2qAgQecKgafQGmgQeMD7yD58cO8RnGhxd9CYZit7ABSuUNqWRpCQx9xo4odpS3AweT9r32+uBk9gKf9U3Hzz3nnIh58dxz4e+QacabfmGOM6fgG5B22UP6hHaAd9hwbdzG5smmYmO5j+YA6WisQfpM50BA4LkX73039Wtff6wvRD4wkvkgHoXDuyf7dd0/rtkjfnbo0M7nAm2mP5lTSpVxgZl9bZwqnb+Qp6WRkgQ+IaKC92vXrXZewu+IdyqPyTXgnGyG/0++9ktSH3s6LHoMJAYbsGXgAWbAjsmuA5+YfPKWCGEC+jgDqIyQPAaEawASDCiKoQ4bkYFABcTYQFpoAwSda+jgKX5i7Cl/iLGJc0k9TO/VEDgUYq6TdH5nYqDkArAsGIwLgARpBKAoBaX6vUwUjBnpAbQTpwCPlj6AJNEPEGu+zwYdFApIAs8DGYCE0Q9UqkhJzfbqBig6kFhXzihMIRKTGjYgAuzjx7/j5JbDkFicbLoELJVGIzDASeIZARBIOwAl5wqQ55mdIKWQppPPib5OjuQ0NkAOIzHpw0kOdDw3qUpUEKFfUGIxJu06tPYQLHXFFy9a5qSeMwmoPJCanu2HtojU0++0GbJAH0GOaDsGHOMGqWRfAcaQ/HqcKD8wa/16fwbuST9J7QPgUOLZAKo8OfqJ73ut+lNOcYUAI8I9Qk6vuRPEGIf6vFuSOZsYFu6DY3DVVVclHEFzAw0oQi5VGQDAZV7QZu7lm8/GjPF0J8LXqBzMZ0KOGA+uiUPKhiqeG6D2MVu/xZ+LDWbch0gFBszLd559ttezxqhgiJj7kE7mFA4AY4GCw9iQR01UBvJBKJZ+Y05DtAX63JdrcG1AlPWDwQFUeT4MOYDNOOFEQt5xNPke9+c5mQM4Jjw3kaUChUKqCUpvWFf5PDyPgU5NSbcL69by9tFmMME38m3b5v8AY9YIBor1iiEmr5U8e33mH/+42teVQu9Sv+WAzZg+1w026430A0qvkd5GxRfmKQTn2WefdRKilCS+y5plfrA3hHsxH3HoGDuIFWPHngPSBRhbCKgMJW1lLfH3U08NJyArqvY/NSD7mtTHKqjEGZRqxh/ixyFAkBkwYNXqlU6EwQrGnjlOqh79DxHgBebQf0TtcNaocc2ahKhSxhLS5rn3BQr435lPIcK20jd+g/v0OX8HU3EiIG18j3nHe5BoxlBjxt9Yy7QTvINsQ76C8xwEheCg73IcAB9QillfVEfpP6Cvde7c0YUUn2eZHIo4z96dOMkeafKgYwuRWzAKjIDc8+yQ5Guv+7s/N9fnu8IY/g9uETXCNrGGmW9HH3Ok4xUbRpnn4AjlHfkMa4G+AAPBa/6enh7OQMDOEJkCR1q1wvEOzgO5/cxxsIh5yv3pS8aEsxlIg8TWqN9CWuBmFwX4HHvZdFAQFX0g3/Tn6aef4faU+vM65Zt5Dz7Sd6rEFQ4VW+MOAMUlwABIpCrW+bxZtcoFGzCV/oO40n/gl4ooMC7MD54Zx4ln4ZnYLE2Uju8zxsqR5jnAzcGDh3gpVOYGLzn9zC3smXhEWOuV/bpgBXMnFEvIdJzAkUDkiveO0B5IveYkaYtgOQ4dUUCcVqI9tIm+Qbzg2RC7gjgXxi6knGU69oLRzB+EHpxUT4tNKMYSqnCciKLyLBSDIOOANvD8PDObQVmDrBH2YvAcYBh9IoGMKjY5+5xQxcf5HADD+Rz9QFuJUtBX3ItUHO7FPJTzR8QdoQ08YB6pH3k25g11/Pdkvy7/+6V7xE84D3MakQX7qswE9YlXv8nP4VWZvp5JAWNTMw7d4YcV84MnwQt4AfyNuc040B/wMy+3/h987ZekPg5r6JRO3mOihfzXkAum//M3DVggeyH/jAED+FgMAkgnvZlBsWYSasOM8tUUjuMeSjlgULmfTg0lpyxUpgghPBaYDr8KABAIP4uBnxzMoZxk9xALFnZDANDp+/xUbp/nqCZKJSksGEKZm31i8aItUheCghrC49yT+0PUSFEJ/RK8aIWUddJjWKDhtFrSDzAYGNigxmrjcSDNgCxtgtijKvEdJjyGg+gHYM31ANiszAwHqgCW4foAAAsctZpKSCw6np8xDGlTITWIdhJqxLHiuwsXhJKj5MdREiwsqJAHGecWazxpAwCiTZFcT8c4q5/YvKb3dF/1Oc8YTmTcmgQikSvNS77DtVRxA+D2DTgJVU1lEmUMBMQhDI+RLOjfDxshQ1977nCiNJbOFKDtzEFUPuaLn8B7cDgxU/Mm7I0In+MZmO9UMgCscTR0bRQSlE4cV/YFxOsBg8k4oEqF/ggbRAFniD3qeqhHHtqpQ4Z4Lt1fa4DvcS3Wk54xJs9cX+uK56G9yhPVfg9Cy14tJkHqmZuhDCvVMrZ5iJu/83meU855zpgqZ1tjEhwKXjjBcZlIPQPPQVuIYMycMcf7asvWTf49NiyGtRY2bYEv2jjPOMihD2MVDKH+8TnWBP9H/ZVT7XmxiRAu647/h1OiCydOif7rkvp4TvJ72AeQUMdcMd+UOJF5s+NN2PjO58LGWdaHUuuk9NO3vCcRR1hBv+K40n9ciznHvOB7jA3/B7tYM/S/nASlcGjOCE/4P/OAMWFdS7zh/nouzRnZDgkLKl1KelCoZrPdRQifF1twOsA6MDdgRzhJk8N91ji2Q/bCwW/bE/0RNl3qObQRuPLp5zoO0LYNG9e544giiaPptcUTm8K5NkQXgkJbpYQSPeB31rHWalCrQ4lmSDXznc9wT9pHX/CeogeME3OVzzPnFfUKm1fDPotgI8NeIN1baaCxreMZw+mzhZJ4pWgPP7kv/cV3NDZ6JkVrhYfiWpor/J1r8H/Zdkg3n5fyrffFNcLhgUEoAHf5PmIFbRTPEFEXhvN8fJ728XmwVEKRnpU5ieMImeb69KkiBZqHAUty8CPuJ/Up+3iUQhL4UCjkQYQy2LHfnm0RcwxV4WJd8Gyy+cIr7dnh7+IXIe8+qN2ygfwtnOJdOCmOCOclsOr5xUuEgZpb4k/xfXh+DgDck/2iVPKe8FP2WVE+Pqs2+XxJ7PkhpS0IyOG5cEBZhxwwqOeif7V2+GxcWOI/xev3S1Ifp1XIU9aC099EhjQZ6XAp55rE8WcFKgHUqR4T8rH1fYF6mNQh/M97OhktzmWNyWQ8YQTuSnHhWsGj3uG5a1KtUG3cU8wICrraLsAIOYyb3cjH5E2fo20yNiJ0vqt827ZEeg3lmgIpFciKdLJpD7Kk+/qR6wlViH7h5QcnJRwWLWLaJGMJuRIJhtQT8kR1lZFTm0WoAQ42MoXQbAs3avF1eS6RazkzqEjkyJLCA2CRFxuqXARnK3bkuF9MpASEmg+aQ7qHHCCuA+AowiLg4j0ZfRaxjJLmHJ8LueXB8RG5FFGODYz6nXvyHCK0miO5+4H/o+6JKJLTTD9i8DAYfJ97a74GkpmWnEsA7WuvsX9jsau+GBe+h9KIIobyxTHwGl+RrgBuiVcqG4m3+imJXJvylsFBCwdqsVFITqhIlsZDfac+5jnpH42xHBKRJK0lKUB8n2oxhEb1XCrhqjUL+eN3AazWcXIsd+XMTzkGGnvup7FT3+lZGB+UZEoiEh4Ojvq2pMOWv2AQCzAGmoO6rgyJ5gb34XpK0aNn1SfqA7VX80/rR/Pq3zUa+1qpp3/l9AhbRO7kvEKsmNMiSo59XnkibCrWfNRaon+FORrD3HNHhEpOIn8XBugnfStRR5iucRDmaz6JlIjM81ORGbVLjqvWcZjnrI9Mx3yipGGeUgoziCj8TUSS54oFKV03flY9O1FEFPnKlc92pVlRX7CXDY5EErAbrA+tO+GNSKOcGs0xOei0iTWFzfA1uItzCUL6T4jOBfEgFkP4nPpDgkmMtbIZtB8hS9dRCVT6jHuojcJKnl3rS06znA85VGqf5oBsIz9FtIU7GkfZPGFfTNBjPhBzifh39Zmc93ie/XZuFkyWoI15gzALZ497S0ikPWEzcvieMFnrP7b7jjepwV5qrYiA67Aypc9ovIIDF/YPCIdjkq6+FFGO/6Yx1vc0HtxfpFnYLzsc2zrZYn1GOB8LZHxG84r5+8orr+7RfnGGBd/5PfwUpshxU/8m526a+b4NYTJrIMZg0j8ZK9rImMjxEi6AT//J135J6ukwgZ4mLB0sr0mDGU+MmBgGAhKuoYWohRxAKHidIsdMAr2CI5BD6kTaNdGlJsbkRIZLi0bkXioBG5o0cb092QG0dC1dW0ZFbdXCEdEVoMV9IqCib9QmFjfAGYNuvKgFQDkAH8JJAma6RpEO3TMmZSg5AnMiA2zkxdjI+GAgWEAB4NkMFfIHMUrkXau6ichprACIYLExmtA5z0JYsWjRwxKLLERBZBA01iIBsZPE/WXcchZwUG8V8REBEaESCIs0x0Aoox6T9nguarylCskZEEHXHNM81rPKiPHTnycB2gJziD3tEmjKIYxVxpgk0HekqtAeKdk4VoQTSTPQKaUygDGBcgO7ixrKEKyQ+iDyi4Lk1Z525byviFkMsiJQscFVv+qn5qCIu5wV1iL9Fq9dEQUAlqgFamRsXDRHRQS0E5857MYkJT1ZNUbrXs52TKj4PLml5PMyT2PHMdkvGKD0cFiXiLywJkSZCnoVIhFP3UdqjxMBC04JzxBHG7WmfuNg/RvWY1+TevVxjGdghtRzr3+diEqJzMspd1XQ0pKEX2uDsUnuB0pExeI1LyyVkylnizYwpyCrwoZ4bcvwS2DhfvweFM0QkRPexI5n7EhKvBFp9ShSZiBuOeU7weRQJU22zJ85UWUndpIhDbIXMZYg1JBm+c47k9xZR1knSkEkmtSVsHE/5LerfzU3Y5uitZWb7MquyPERyRTOiPTF81TrWOshdpRip1ljJWyIHQSRWKn1XEMCCffS2ORWkYXhwr6YBAu35aDwf9knkWnZS80L4YxXmEusb9mZWBTAfousav0Ku/np5T+zQrEE3V84I9EwJvu5nRo5N/HPuD20T4KG24TsnA3rsm0S/eJrxI5Q7DhoPei7XFv2Rvgf93XMr1zkSKTIab0jfnB9ORO6np4h7JUKGQC8NC5aqxSM2JP9ClGw38dP2kwb1cdx32kcZJP1U04dfIPKQuor2XrayLN6elVmXvrN/9gsxaqXFpwWSVCeg1KoCREDuMBAoCsQ0STTYo8BTQRB73EvgYAIgwBbJF8AH0KMOfW8w+TIlzzBkO/7Qs8Ok8yJWoIUafIJeOPJFwOv2qdnkZevo+P5v4BBRD7kxm37TWqQnIfguATglMcvg6u+56cIl55Vn5Uzpf5XiFcLIF4oMhSEtnhhgHA4YodGE0RjHRZQCGcSUhc4hM8FQqAxihddvIg1biKIfI57KjWH59XC15wQiQvAHNKqYmISkzwZKRlP9ZcMQ+w4qb+C8pszf2MVmz4WgEIKNX8BwJjAks+O0ykCy0+lsPC5kMoQ8ht5n9xE7stmOHJLg2MSQuMiQFozGl+RYsp+MZeVZ6k9GSKlmr9aj3EERGOk9aJ1EKtcsTGhXZorcl5oj0hNTmg8GIGYcHFtGTFfQ6HIViBxlL1OEMgwZ3AKQ2RHUa6YiKAU0UaV9MxNVjQH4v4TYdIzyinj/+pbGTFfs9tDnrVejgkJFVgk5n8MmtEX9jWp19rQfAj4llNXPKf2eVAPk2WBE9GsAvmCOiZM0lqP56nWt+ZFPM9kkJPpXAmVUgRda0d4Q3ulOup3YbXWhOacCL6ECO6v8VdbtN49KppwUCGsEHoR3RgH/OyRhIoq4h87MSKMuhYOEnsMSOMgXYcDruTocx1FQESWNLdy2o5THFI0KF/qBDvhqDJOKtepz0u40PyOyb3sSNx+5p8wRpgmJ8fXZaIqUkzsRZ7lkAhbYrFF61VjLVuntcy1ZQvpb9m75HgkUsGE+3oeYYm+L1KvtR8TZRfPUkJ1P9kICWpyBmVfZTv0WdloPZuEL9nh5P0TeCD7y/uIMzmRjhAx4rmEj8INjbXaJNzh+yKmmstqvzBNmJlbCOUasWLNvfSMsk18V+ud/tOc5XMS7zSfgl0JYpFsgJ49OLMF92i/tPfj9/BTYg7tjG25nDnNZ42v1q/mNWtCaX+aa5oj7hT8Z/fJJsS0FK9upTZic8O6ym8HFiz6/5mHlGyh7u9ajpC3jC3E9mzL3GCbt6z1SRFP2L0xPHv6rgh7TARkmGNjqkmoCSyAVQ6YgF+DpgkoMqNuiCe5FpyAUQQ1JlGasPJmBdQ53ZqTwxfaEAiiJo0MQux4yLBLFdHEU3vUJyG3OOQf8p7AS2PjanuBEGZzY5oajI6Icax20A45D3Ka1Bd8XgtCzkPsSMmAqV/4m0BLaQquYFnwmgVQIV82pKEILGODEAhWOGxDxEf3CkYKxSXHyxdQqC9lhBV1iOeZwEp9o7mssRGx5KdUFoGNrieQFIjyXc07iLTGIXaERCb0XYEfexI0VwXOMYnMcTZCKliOIhhyySGgMvRST/RM+inCqvHRPNPftZ74P06Ur40EGdFR2mGdZbtj6gYqMyhFcZhT80ZrUgZDzoqUHvUxz6Z+iJ3E2DF0gpMvODWkMsgpUvqY1qHGS/soNN+ltiriwOfCnA7pBLEhirFBRl+pARiD0A7l6odwttqmZ9Yc1/rmffWTcERGInZo+D1JfhL3+j18FBHdE37ua1IvMkNbNWfZKKtUtjAHQng7GPH87oip/+L0QF1D5FF2QGQvXuexI655LudapNHJteZUApPV/8I3ORGxIY9tRDx3eNa4kAL303wRJnE9vRfGTUfM5wgHWnM+DxOkQW2P8SrYupyzavRe0gAAIABJREFUCrT/KUm086c55gprhG1ylHn2kD4ZSkbHEdmQqobDHKV3JIgy1wOjhIsiz1w3JqVucyh76lGOkAYHOVH/e2QvURJQc1nrH0zgJSyTrdI9uHe4fkhJFAZrDsWYnDu9VveK54jWou4fry1+V1v0vuyQ7JbmNt+XuKf8f10z/n88FrKtcibFIeRMcm2uyfdps37PvScrEPuwtpKkNLFJVm3gWtgKpQIKe3Ljm76v+S98FBnWz1jYUD9pfcT2hu8rEq51rHUZ97mup78JK3l/d/YrdgbkMOXGz3gstY7EA+OxlTOsiJnb09ScMwE0F4XxsVCxJwzem7/tl+k3GoTYGxRZiwmYJro89phwKVTC3wQAUt9FBEVcY7UnEMngQeYm3TmEJYfwajJrIgbQIMQawrbyFgN5C4ZLIC0g0IKWUQnAGvJKNenUJ/qZ29uUQXRjl5rYGJvIi0chksoVT0oBXCDLqV4r20FmR/C01c544QZQzVF6pazEqoOUyiRo7wxkKsdIhvCbHBiuEZNEN3sJIVMGUf3oJ1Ym9jzEoCMjI0Bi/NVugUA8rzS+AmQ5STHRlyHTcwhA2OAmwI9BReAkY6Z7xOAmwyXA0v1iIMsxdmG+yIiEucPcCOMr51TPKdLK55RSJkMXbwojv1f303doY1LJyAqbzDnYhs199BsnbIaDOTiQJCgg8f34vp5J9coFbHL8tO60DrSmeV9zQORfz+z3SQkb4WXwdH+texFyOVJyYHAAiVYwthpnnofzJYQV9Ivmh5wB4YQII7W0lT8bnimQUY2lnpPrKJdcGwljh4XrhTkfogjqs9iYhb4K6YO5X/E478lo7GtSr3Wu5wtRlDB3RFLk+CB46HN8LyZMmhcxGQnfy6niFdsF3Vfjx3VjwUd4n7NOg0IuLBWB0LpXpEDjk0Myw9rTvIuxMumkuJASbIjIsJ4V+8I9Q3/kKP0QC62vgIE5BRPiNURfhrkXSI/sDBEP/54FQqg2xvglck2FE8Qf4axy/uUwxOtbdiln/gVnRH2bdMYSUQlaENZxsCOQetrLP8o9Uq5Ytk+4TR8JU1m36mvNDeGg+k0kUWKIHAt+xoUsnKQlxjgm0nJyeE/ETc/HPWUTFe0RdgXVOdgz9WVwUnOiLaQpSqyJ17nGUPxC6U3iBJrLOvBL46e/5+BU2DMhEYP2BixOoFNi35DSljQnNY4hPTc4aVorWndhDQb+ISyO15H6UuOjucVPYaKcBnGjeB5r3LR2dD1+xs7wnuwX/b8n/NSeDeFJLCrqeRm7pICaFdLVNKacS5IzFmHfpcY32MjgfP6nXvslqddkiDtNwBq/J4K/bUfYFCrVGjsREwVN+pikapBEyvQ3kU8Z49zfEZHR+wr7s0BEsrim1D4Rdk2M3SnIeqYYVATWAvfdGfS4n+L+kdHiu1rIwVnJKYe1u3vqPalGWqjkeIpUqT381HPqd4GbQChuk9qvfsgN2rEKkpsoC2QF+vH14/4R8OYmWxr/3c2neHzVn3KA1Ge7e47dXTPZf4l8zNzjo+8Q3nMA8VPtMpKbsWWslRfLc0oN4ruh8ksIw+a98nrg93pgX5N6KalJ4p4Ix4NL/trNRrMY+/S93JgjEUKELMaF3GtbOO63SxBfETXek9DjBCRBOtW+eN2LEKhNWre69+7W+O7GRTjze23e3XdizI8xSG1RJE/XFG7tLf5DqsEgxBkEikBGQ9Q3bFoPOeO7s5nJMU70uyIqcqiktotQxmqsxko4qb6NPyMbGzvCcd/5dzirKxpz2a8c1TVEV0WeReyl1oYNzXmvvB7YNz2wX5L6ODSTGwzlGQqY+eneXuJgJSc8WTk57gI8qQmQ8NyEW2ASE3kZJnmWscrD5wUE8vYEZooQxCDMvWOAjoEv97SJPd/Y0OUmlrECGINrbpKa26DJ2+dzMWjqd3eGdoV8VifJiaPe9cxxBCNWO0Q0dZ3YgOp5Y89d5F6KT+x0xBEV3UPPr+vmdnL0fT1vboMT98u/WqrxHNudYZVXL2U4bhuf19/1XRmlpPHNCqFjP60zUZozzLMCHiYlEqI5E6uAane8Jv7Vs+T9/b+vB/Y1qY+dewkvIloupjg5zNkbERO03Otcjro+r3WuUY1JNWtJxD8m9bqGri1nQSox2IX9gOjFa597iNQL/xxfdgX8z405uQm7sEDrlfvFyvDvzczc+BPfJ7ZRuT8nTI/79t/Bf8oJQ3gh9XxfghURX0g9SujvYZDaEEfapMbqebmm3hNG5nbC9H7u8dCz6f65cd2/lxrSM31uZAclXuMYnIIQJdMmZn73NJGMIJpwsm/eK68H9lUP7JekPg7rxYQ7Bvb4MwIuKRjKY4tBm9+1UzsmjVxTxgAQ4G8sfML2UhV4X9/PTTgVchL4qA0x+MSGKjfw/9GJk1up+T1yLaMWX3d3BDj+nEKXfM6vmy+kyvgzJTYaKj+ZTVqq8y7iyfdpX2zouH/cZv1fxjGp4kWVbNSHcX65jJgIdPx/kQfdW2MZK3zx93Tv3yP48fu52x47JIp+xMRCv6stMRnRfTUOzENt1OVzob1BXaKfMagypvST8i7lLPzROZP3uf/OHvgzkHp6Pk6Z0NraU6QyJn17GjkRx5jQ516vu/t+bgddeC8ckfOtVLWYuMq5jlX8WK2O25Ibb2Ms1Hr/IzMzfqZYzBBhzS3sqI26f2580vNI2NGz/H/4nxZUbL9+WjgThs3LwXaFcp17etE+Keq6l+y4cqyViqLogmyJ8FNCkMh+TupIqFwW90eMvf6MCVLPPcIGw2DX+BvCSZxOhC3jFZT7cO3cjuMfGau8z+T1wP9WD+yXpJ4FnVvdjo2EKgcIKESGQr4d6kJOrqTAlp8KubJoRfxEJAUuARBDLqOMh4i77hdvThJIK4cbIInVotyAHoDxj9c5FajJ8CgvV22KQVOqtxQntTdWcGQI4rCy2qu0Fw63QK1Q34U8xbAxN7Q/p1qH2qWDQ9SP6r/YkOh6cf9gMPiMQF7pTHw2dzhZ7YuBV8+jlBv1j0KtStWJjUI8b2LjIadE8ytW4uNog8h1PDYiBLFKn1stVJ/QFu1BCAYnKEt6PilImksaT+Wdql3/WyCSd539qwf2NakXpmpOx+lsKr6Qm3DGmBiLNFozEgEksMT4IoyJnfKYZOeOFGqdxffh88HusJE0nKIqnJDt0MbC3ZHK3Hi3O4zfHdnf3cz7PacldiLiaAPXiFOT4j0FsVIfP8+e8F/jF+Ny/N3477Jnek99KGIvwSzHdubznGThs3L/ZSdl+2P7G88BYaLeyz22bjc4xTdB5kXYKYUrJ1PfoW1BAAwlrTW39Pf9CxXynuav0gP7LanfU3iTHEiUg5xNdWG3MgfvUI+bjTKcOCevP7cBkcrP4pWHLk+e61CpgZJhlADkJDkAiBrrfIZawCtWLPfjokWsuY9ATBtkYpVH94/B6V8R+9/7vpybmDyK2Mow6bn4LO3h/57uER0dHRNTfT82nAI22rFs2S9+Qq2O5y5SpJCXphRR1v34GRuLuD3x/aQMxaRZKgl177k2dZgZpxjceR6pUbyvNsZgrfvHzySDou//UdCOjXBstKUSqS2xYYlVMCk+9FPuz9Bmxoa5xomupN1AJCilWLx4mLtyGGXw4p9/FYDKa+f/fQ/sa1LPnhxSbETQSOeQWhowIZTSzZ1yEc95fs+dKilnWOmTImJxeoocCWGCsDlWZ7EfKqsop1ppMeAPa5ESsETTOHWTE1V18jU2gROvdf2Y4MqRyC2i6N4Sk3aH7fEs+b1riiCHaF5OVTGRehHevcV/XSfgc6r99NNP9re/HRCdOB2cCGGsBDj+H+xgKCQgh4LSmzo1GTuyfv1aK1myZBITNQ/0feGe7JGwM+YEwn/NGc0FYaRsXdh3EBw2xpLx1UnytAU7Ew55DLZGdur/ftXm3TGvB0IP7Jekfk+EmL+xa9/JW0rYpczOfcj4W2+NcTJetmwpu+SSS9woKI1GKnYMGCLlAhM+A6CPGTPelixZYuXLl7e6deva999/b+PGjfOa6RdccIH169fLOnfu7KAvQBXZFqALIAT0sQHL2bCze9U+tzMSk9fc4cxY1RFplZIt4xAbE907dipi8qr2ck/+rV273k+LrVSpkh1//PE2atQoO/30U61y5cq/AUC+lzt3UkAbqzgy9Lk309FGDlIZOXKknXLKKX59vqd8TpXyjA2Anj33e3IaYqCPQ6rxs2uuxe/JGKk/cyvyclbi++eOqAigdmeI1K4NGzbZ5MmT/aRXOZMlSpSwOnVq2llnnZWs5Y/jqU3g/xcltfLA9a/dA/ua1Kv61c6MUCUlVKzKsl9+Wemk7/jjSySd1t052DkRq5xj6UViXYlNlMjlvdjJz+14x7gjJ8Kd6Z1BtWW/UNiwH3B40aIljj9EYs8880zHf7APpxsCyBo8++yz7dRTK/1mk2jsVMSEPsYH2YM/ShrVXpHj3KJAbHc0WyWS7C3+y2li3BDK3njjDTvttNOscuXTkqeG58bIWMDhe2rL6tWr7b333nNR7IgjjrDjjjvO5s790Q93E2bqTAKeQ1EQ2WlFcCXgxemvMaFXH8h+Mc/ksGE7IPMfffSR2/LNm7f6PDzyyGJu3zmQL0STcs6V+GsjQF7r/8o9sF+SehGXWOGIVVHCazrZKwBnms2fv9A6duxo99/XyEqVLmFFixZ1jxxwkfIg4i3FA2BS2TIp9Sz+Vq3aWtOmTV3txzF48cUXXbW/6KKLHHReeul5a968ebLsEW2hHYoA7C5PMDZesdOyO8U+ViFEyAWSXEe1lgVqMfDxuZj4qd/ivuSeMpwCTylascLFd3/+ebn16dPHLrzwQjd0o0aNtlNOqWAnn3xypMSFmvJSR6SWqH2xss3vqo0sw8B79DOK2FtvveXXxojIsVCUISa2sUrEs8mQxWXAaIfy/dV/cZpV7r6PSUFuIi8iHqe+xEYlNua/Byi6H8olhozTS5lbDz/8sJ10Unlbvny5TZgwwX788XufyxwsozklIxX38V8ZuPLa/p/rgT8Dqfe1lxFKGVJNZdWqNU7uflm+0h5qfG8yBVFrIv6pGuMi78LD3yrIYc9OLBzod6nIMUYIk/y9tETEL7nhNd04HO/zzz+3MaPHWpOmD7v9AI9at25tzZo1c3vz5ZdfWtmyZe3ssyv7fbX+he27Ewji59Lv/ypSGBN4CQsiq/xfe8Nyp+EJ4xXh0HeF7fG19oT/wmvSAn/9dbX16NHDateuZTVr1kju78mNj78VWIITxz8cohYtWtgjjzziUW9U/4UL59uNN97ofchnGOcwT0Laq6K2MebFpF3vq0/ivtHv2P5g24Nd/uyzz2zw4MHWsmVrF6fA2nfffdemT5/qAp0O5sMByMwMp6TmvfJ6YF/0wH5J6mOypYVOOT/CZyjvVGc5/PDDrehhxVylJ7Q3a9Zs69mjt/Xt29cOOriQ72IXodchOVyL3wFr1UEtVqyYAzZgwvV/+OEH69WrnwMZBBHl/5lnnrErrrjCPXoUm19/XW58T+ALaKxatcqvQSiP9BHlXwJAtJkIAM/A/0844YTfzJXc5JJ20haei89zTUBH5cG4Fs8nFVgnk3IfrqUjpAWYqC3cm8OOaLeIO++pH/ipurekgHBNwqiA38CBAz1CUbVqdVduDjigYLKOMM+MI6TcSPoHoyJHg7byLPFzqGKQNjTHxoex4Xl5Bp6fsQGguQ7PwzNgcNX3XJe/0S5efI+5ofvzXHxGoVwIgxw+vkOf8dK40a9yNvgubd+0aZN/n37hnwwH1+Ia/J2X/i7lDuPLM/AZfZ9wL+Fgrku/8jz33Xef9zXjsmDBAmvdurm1b9/ejj322ORYikTszgncF8CTd88/bw/sa1KPEu6bTX2TfUgBXL58hU0YP9GjcbfdfpNjBGub9eqqeeIAn7AvapenRSiSyhrlH+/xWa1bHZbGugMfWWOK0gkfJAjEa5UqJ9z7iKJH+l4hPjt79hybPOkDP6X1n7fd6viBLejXr5/17NnT1zbtAR/y5w+FBJTyKXw49NBDk2mDIs38jfbyXdY67VQBht+bQXyXdtBXtI3vYFO0gZe+4FllA0SOwUk+z7OBx/8u/mMjwp6CVHfGEHXOO6+anX32md5kri/7xj3oW42V6riHyONWmzlzpttSsI6xDoJThvcTuI394Llku1Syl+fjPfqPa9K3vMd3wFQ+R7+A27wfUhm3uj0DW+mvv/0t2DH68tlnn/X/33PPPUl85yT0pk0fsSeeeMJKlSrl7wdb8edd23kt2/97YL8k9TyUl83y3MwCtmH9Fift38+aZlu2rbe0FBb54Xbuuec68fn2228dkD/88EO78847rVz5MlaxYvnflBzD0K1ft9lmz57tQONpOQXzOUnnOgDZF198YZ9//ql9+P4Uu6XBlXbIYX+zn+avsPfe/cDOrXqanXLKyXbuOdXt5Zdftvsa3eHAvnrlFr//goWzHRQOP6y4HVvycDv11FOtYMHCtmNHpn07ZarNnTvXtmzd5IBYonhJq35eVTvggML+nGxMddK2K4QfN27c6qoQoUtILiSVXP4zzjjDwWvypI/s5EplrcLJJ4UDg9IL2cqVqzxF6JJLLnJDNem9D61kyeNt9epfbfkvSzyP8aCDDrGKFSpZxVPK+JHlM2Z8b0uW/GxHHnG0KyiAH8B7TPEj7OyzaliRA/LZhg1rrE/v56xWrfPsrLNPtQ/e/8KOO/5oV6xoyxdffGULFy60rVu2O8iSonTOuWe5EaSPUb9wDPgdYEatwTgAxjppN4BptrGZ6f3JH9qJ5UraUUcUt/Hj3nWw3bhpvZPdTRu32SEHF7WaF5xpJ554olGJB4fi66+n2PJlK/wexYsfa8VLHG6nn36GHzc9fdpM78djSxa3efPm+YEol118mY8H6g3EgPsTGj7nnHM81zM7Zaf9umKVTZ8+09at3WALFy7ykHzxEkdb/fp1rcjfitiOHbts1vez/dnpXzZ/lShxvJ126plWvORhfoDX3DkLXY3fsnWDz5Wjjixhp59+lpU87ghv69tvh7QmwvwYUP7Nn7fQnuj0mHXt2tXnpvJVpcIpErH/Q1veE/67PbCvST1Oq8oeioiNGDHKpk393jHm4kvq2skVT7Mffphr5cqXsoqVyvrn163ZbBPf+cjXxu133GzZKRmu9s+ds8S+/PJru+22W2z5yp/s269/tGXLFtv6Dat93R555NGeFlO06CGWsXOLpacW8c38HJaWsX2XZezI8n1BX371qa1as9zTbooVO9oqlD/FKlWqaNu3brZRo0bYF59/Y5mZ2Va1RrjWt9/MsY8//tRuvvVyx9K1azZb+Qql7cQTS3sKx/Tp023OnDm2fv1G+9uB7IUp7rhUqnRJx7NlP6+0b775ylavWWEbN663I48sbieWKW+VTjkxed6E1Ha3denpjkebN+5w/Af76S8IMGl5iErg85RvvrO161Zb/fp1/Bk9ert1h3311bdWpPCBVr7CSXuJ/0XtrDPPsyOPOtSWL//ZenR/2s4/v5rbg3Vrt9kll1/gexI4mZa5hk1dsmSRXX755YlxT7MdmZvt80+/sE8+/jbY5btuttKlT7C01CK2bPliq1evnqfCIJqRkjNv3hwn/Izjy4PftIsurm1ff/O5Ozb50gtZ+fIVrWTJEjbl26+9X5hXZcqUsmrVqvjm5nXrNtjXX02x1avX2rr1q9xmHnXUEW4zcfSwjXAC0jpDtDbdvv8eAa+XCyhFix5mhYpwsFTOib7/7vrL+15eD+xND+yXpJ5FSqmpAoXy2/atmfblF1Ns2LDXrGat6nZa5Yq2bs1Ge++9ye6ZN27c2PP1ALqxY8f6/0uXOc6OOeaoQJQT4TxSHj75+At77bXX7Lwa1XxxAxiEhFnkqKUQxClTptiI4ROsZesHrGDhfPbLz+tt8ItD7LK/X2jly59oRxQrYQ0b3msjRg51AB41coLNmjXLrrzqIgeSmTPm2XuT3naAq127nn34wcc2ZswYz90rXeYEB7GJ77xnJ1eqYDfeeL2H+iD1rlpvz/RrfvHFN/bmm2/aTTfd5EYLp2H8+PHWsGFDJ53duvayq66+1KrXqOLPmLUzxdNknnzySWvc+EE3Ah0f72zHHFPCDj74b1b5jFN88/B3302zzz79yu697w43UpMmve9tKVOmjFWtWtWKFjvM5s+fbx98MNkqlK9sN99ynUclIPU1alS1ymecbL16Pm01a1W1atWq2Ycffuw5p6TmnFjmJI9WkD5z9jln2tVXX+19+/rrr7ujBaHHmQJcb775RqtZs2ZwaJJh1xRX8wYOGGQ1zj/XypevZJ2e6GIHHljEKp5c3s4443Rbs3qDTZr0oW3avMrTU+ir4cNHuHG48sorrVjRIz0//f0P3rErrrjKqlevYe9MeNe++uorO+roI7yPyQs9qthRrj5VrFgxmbuO8wH597SqtCybMO4dGzNmrN16yz/dcfzxxx9t3Pi3rX79+lbv4gttxYrV1rJFa7vqqqusQsWytnTpYm/bwQcdbg8/cq8tWUK/9XPnp1r1c3yOffjBp7Z+/WZr/PA97vSgCKEs0S7mPGM46b33bcnS+R6yVkSDOYwDpf/nqfV7A5n7/3f3NamHMMWnOoLTON7vT/7Y5/Gll9W3Y44uaRMmTLRdWTvs3vvv9M2zvyxbbU2btDE24nfv8ZQVO/IQ+3XFGnvt1ZG+ofyOOxrYmyOG2Yzpc+2qqy+3Qw892JYuXWqTJ3/ga/n666+x9PwplmoF3Mneun2LcTok5Lp//4F25FGHW42aVbzIwjffTLWvvvzWbr/9n1ahXBkXdBBvzNLt0ivqW8GC6Tb123m+T6tZi4YulLw9ZqJVq36WRy0h3cOGDbMLLqjj6YLLli2zSZMmuVjx8MMPuUDx8kvDvKjClVdd5htNp06dad9OmW7X33CVpxcGBz2UZ2SNQ1TBtI8++sxGjBhhN998s6eAfvPNN46b4CjPCUbMmTvbI3o65XnThs328svD3LnAadob/J88eaJVKH+m3drgOvvll2XWs8cgx/8jjjzEBg540Xr362wHFD7Q0tPz29KlyxzjIeykp3LGRlZWqpP6RQsX21dfznSb2659C8fy2T/8ZDO/n+opTdgORA+EHuwTogpCxh23NbJLL6trZ551mkdVmTc4dYhBJY8rYSeddJL3P3bqkUcaW5kyZe399z+0N4ePtNtvv9MOOriIOxpjx46xW265xW1ViNxSxS1s4sXW0Kdgbtu2bX0ciCDkL5hvt4ej7f+okfeEf5Ye2C9JPUaBBUiazfq1m6xnj7523HEn2B13NjA21kNiUZgJ69WoUcM3xU79brp73QDIzl3bXamBSOnkUpSagQOedcXj9jtudSCFJLGoO3Xq5EB95RVXO4D27DHQBr/cz9LymS1bstY6d+5i99x7u510Umlbtmyl3XvPQ/bmiCGu0nR5qpeDwkkVwm7+LRt32hdffmQzZ86yG264ybp17eHEEZKblk75QpT76dazV3fr37+vGyZt3GLjL6HDceMm+rUBPowE4duJEyd6m6tXr27du/W2K6682Kqdd64/I0o9hqt5i6bWpk1r/w5tTkvNZx2f6GBFihSwXdk7bfPGLfbGGyNt0aKF1rRpcwfVYUNfs6efftqOP6Gkq9ibN290hbpP72esW/dOxmnkffs876BOdKBvn2et1gXV7NRTT7ennnrKjRP5kbt2orRvsxkzZli//n2cdAO8ODw8Byo+ChxAytj8/e9/d8OLMQsbbIOa1q/vAKt1wXmu5LVu3cadkqe6PJE4KCTbZv8wz1q0bGZDhgzxfM0OHTpYy5YtffMaKhbEHGWI+zZq9JC98fqb7lQ91LiRnXPOWU4qxo4e6xGEbt26JUqaZRihWHIradeZZ1Z2g82cq3thfW8jz/b8C896OLhVmxY2ffos69qlu3Xp0sWOOrqoG4Qff5xvr782wpo0vd/Gj3/Xvvzia5+TWdnhVEZC2W3bdLCrr7nMzjvvPO9vOZ6Qlg8++Mg+/+xLa/RgQ6++EecUK7ytdLQ/CwDltePP1wP7mtQTcYLcxftZyFkfM3q8CyeNH37A0yYRYl548Tnr2bOrr4+5cxfak526usgAMSV3HUzo0b2PXXrp5XbIoQda586drHWrx6ziySc5fpCO8fXX31nvXn2ta7enrHjxI12FBWcRSzZv3GZvjRrra6v/gN5WoFCqlzvEuQYbiNh1feoJV3/Hjh1v27Zm2j0P3G3btm2ymTMWWJ/eA+zlIf1szZp11qM72FTFKlU61dc9EbYGDRok9mxl+rXYI9OkSRMnu7S7Xbu2LjKBeevWbbIRb462xUsWOD6CGbxY06EkL4UJ1tro0eP8WggM7KtBrX/nnXfcvkCcSWNatHihPfpoK9uRGVJuNm3Y6sIXpL7OhTX3Cv+nTZvh4k2v3l0sKyvDBj39klWvXtUqVCptXZ7sa9dce6mde25VjyrznIhJnTp1dAEKoSI1Nb9l7trqUZbp0+Z5SuxLLw+ybdu22MR3PrAZM6f5njXsD4UXSIm54IKarpIT+Wxwy73WouXDdtHFFzr2YqMbP/SI29GHH2nkAgjXeumll9zWIayw12ve3AV+3QP/VsT77P33Jzne33DDDYm8/ZBXQ1Qb/MehuPfe+5MCIHMWW5x3ouyfD9P+m1q0X5J6jILX6s7eaQvnL7Ymj7Swjh07WfkKJ9q2HRutYP4iroRA7EgbgdjNmP695z4OHTrUST3pEnoBmosXL7VGDzzsAFS2/HHujUOSCaO++eZI+2HWj05Sv/12qvXu1d9eGTrQ692uXL7eOnToZPfdf6edfnolmz9/kTW862F76ZWBnr4xZvQ7NmjQQCtYhA05Oyxf2gFuUELprO32YKPG9sADD1hf8WbuAAAgAElEQVSxI0KeNwrWL8tX2auvDbV77rnbqlY915/TlRoLh19AGPv372+XXnqph3RR3kkPIo8QpR9Dg9FDddqVyYakVFv28y9O4MkRRBHp2bOvnVH5LLvuH9dYRsZWN3CZO3bal19OcQP4wgsv+EYhVGyMIQYSoOTgqWVLV1i7xzrbrQ2ut9Klj3NSX63aOXba6RWsX9/nrF792t4uwPihhx5yR0lnAGAccRKIfGCQGBOiFnyG54DcH3LIQUkjpnx3xpxNWbStZq0adkqlyj7m1auf60pXanq2VztauHCJtWj+qLVu3dIrFA17dYi98MJziTSVsMmKuQGJINUJA/j+++9b/wF9/UCVtWtXW9cne9pBBx9oF198cfLIcz6Pw3HwQYdaq9bN3LgS0kVJ374twx0SHCtUx87dOjopgNSjpBEJOfzwQ+2ggw6zww49wtasXeb7Mg49pJgbq9S0EFrfuJH0gslWqHCatWrVKnkEu9KYUAUfuP9BK3vS8YmTZTH0oXwcDqg2p6kSxH8T0OU96x/vgX1N6kM1mZySrMxfKj2NffsdT8Vr1vxhz7UHIxFEmjVr4ml7EDPWGg7tT4sW2IMPPujRve7du/ta++jjD+ztt9+25557zgoUSAunwKblt2U/r7LHHmtvl19+qWNTcJRDWiNKP+QaB/2uu2+zLNvhaY4o8ghB7dq1s1deet6/M3LkW5adlWZ3NGxgu7IzbMbUBS7KDH11UAKbBrmgcVzJE3xzO2kbp55WKVmiE3JNuiOk85NPPrM3Xh/pz2YplPBEic9vM2fMthEjX/eKMjw//aESn6jUPPucOYEIg0/gJvnh9A/4j7jw9pgJtvCnuY6BSnOiStmQIcPs8MOOtAtqV91r/O/Qvos1+OcNjv8IPETJz616ho1/e7L9MHuGtWnTxtNvwFaEnBYtmrlTQh+kpSEibXcbO33aHHvqqa42/M2XnGhPnvSJzfx+ujs+EHpEtAEDBniteOwxaZb339fEnn12oBUvcaT328qVa3z8Tzv9FI/ycg/vh7ffduenWbMWHklFQLn0kstdoKLPEIS0vyoUzQiVk0gZJRLSqFEjT5cKhRuCExr2BITzWPJeeT2wL3pgvyT1GCUWOaGwGdNmWauWbe21196wIgcUsJ1Z2yxfWkEnzB9//LEvTjbhANAor4QCIVEKa2rDFEDZtElLB9O0/KjbIQxHzjupPBA6CCWbo1Dfhwx72sn26pWb7PHHn7S7G97qOfULFiy2Bx9oaS8OHmgT3hlnixf9Yo891sZ2Zm9IlEkLm74gqajFd93Z0KMJ+fJThSfVASRrV6pZSpZdffWVnlaiEnCAYKgakJoIL37gCjLATm45SgVElfQbQtgoWUQiyAOlqgRA+2ibFp6r36VLD6tf72I7v+Z5rrYULFzAc0lnz55nLZq3skGDBiVLfLVr39adqHwFUt0xWbVyvatSpMFUrnyK9e/3otWsWd2Vekh99fPCXgaFNn97kFI4uY90GPLFcXw++eQTj0AAsOXKlfOSmGwW5p48L99nHFDlnh74jNU4v7qdVLaide/e06666nI759zQRxD2JYuWWds2Hd2Z+P77GTZ33o/Wtu2jHr7FKBDdsSw2Y+10gkDaElGPx9q18ZSuNWtWWfs2Tzhwk24UjG3IZ8/OSvF23XLrTZ4v+91337khUpm1zIxdTuq79nzStm/faQsXLPI+nP3jTA+vH3vsCXb6aWdZ0WIHefgbNZKyafkLhKPVMzKyjGucXKmcRzcw5qr68+KLL9lRRx1jN914i2Vlb08SeFWVCMYyOKp5RmdfQO1f555/BlLPkmLuag8IpH70W+NcEX/wofu8M4l6QURxpEnHg9xde93VPs/ZoNrlqW72wYeTbdq0aZ5WSXol4s0Tndo7lrLWcfRXr9poAwcOshNOOM5uuvkGX1eIOqiuK5avclJfr95FdmHdWp6nz4u0HPa8EPXr0bWL/e3gA23UiDFO6hvccYNlWaZNnTLXevXsZ8Nee8ZJPdgHFpU89nhX0V999VUrcgCbUnckixiAJwhF2CsiBCefXCHh1Ie0lJ2Z5ilHOPWe6jlihGMQOEApX5R/yDIqMvYN/IHok3dOTj0YOmH8e15B5pEmDzrugU9EEl4aPNSKFj3C6tarsVf4v3b1FuvWpZ/Vqk1Uorz17/e8nV+zmtWqXd3m/bjEunTt5IILeAte161Xx6pUOcf7IaS3pNuu7K2+52nat3M8qjHs1Rds4+YN9ulH39j0GVO9/yD17HPCsWPMwGGEmrvubGRjxoy0wkXS/dkg9X379LfadWrZ+ecT4TS3J0Rk2ReGYwYuExkGj+kzxJbjjy/pfYbtDOfHhO8NHjzE1flrrrnG54mq78QFFf46qz2vpftbD+yXpJ6NVp6akJpti3/62R5u3MyeeOJJK3tSKUtNp6QCFRA2e6rNokWLXDH5fuYPno7DJta0dEqdhVJZfsR1gQKu1IfrPOGbs1TBBIUDR4AaxY8//rgbkF49nrbXhz9v2zO22PKl66x9+yfsocYNrXzFsrZo4TJrdH8Le334i55DOW7se55Gg1LPSYTkc2KsqMmcP19BTz3B2Tim+FEJErvTtm7ZaStWLvdDhgoXLuh5kZ5WsStUivjll1Wec01okXQS1CrqmaP2QmZ7dO9ndS6s4UQbspeSks+mTZ1hjz76qPXp28uv2bt3X6tQ/mS78abrLV++cMoepB6lvvOTXTzKQflEgLF3n55+oIry++nzxzt0tTvuvMVKljzGBj39ijsQp55W3g1bjRrVvSwYalW37l2c4KvcHMR5xYpf3fjgwJASQ9UHUoiUU0/7cEAAVJVbYyJj+Lt362n16l9oZU8sZ7169XH1DediR2ZQcogitHn0cWvS5GGP0rw1eqQNGNDPiYCqFqCi4+RwQBh1p3+c84M9/nh7V8ZXrlphg/oOtlKljve8XJwdwJwTdNmIC7nP3LnNIzpEUUjLIq8T9f/diZM8jN9nQDfbsGGLbdm8zRW0bds32YIF8+zDDz/1zYCU7Bv+xigrV66CXXHF5Z5+Q/+SYrRyxRon+RgdTxFIT3ei8/rrw+2ss86xUyqdZgUKpiTr0mue0kb+qQLS/gZkec/zv9cD+5rUs4aI/KkqSqhOstNeHTbcI2CQUdYqRIzI6JvDx9g999xnvXp1s27dO/t66NathzW49Q4bP36sVa12tqfEsb7eHP6WDRjYx5V6DpGC1KPUk25IVOzvV1zia2rr1s2OqxvWbfZ0xTh9E6K4MyPb1+pTXZ6055972rFl5Jujbcf2XXb3Aw0cK2bNWGRdnuphr77+rOdgB3Jbxfc1QUpJ2yQFR/fjupBU8JA8f/Zw9ejRzXZkbHHyvW1bpm3fttPWrF3pufHYC0XhgqMelG7wnygnyjwElX1CH3zwgdsICDDOEbXe27V/1Mkwdo6UElKXKBBQr36tvcT/5daxQze76ZarrVy5Mi7woNTXqXuerVq50e0laT5sQkVQI9ILvtEWNvwiuqHUs1l4xtR5bpeHDnvetu3Yau+987GTeqIw2B8EF2yBiibQfyj14ye85amf2Ifly391wQ3ngdKa3Af7z54wbEq7xzrYLyuWua2hz4iqskfiq6++8P4Fy13wydzhEdChQ1/3PPuTTjrR7yvHk3tRXIHr573yemBf9cB+SeqVE0k9YcKnnZ/sZhUqnGwN/nmTKy2pls9++mmxKztUrkEV/u7baR6mRT2BlGFUYiKE0vJU5+6+yeaft93sRB/SyUYrNk2y6/7aa6/1cGDf3s87kJOvuHbVNmvf/nHPqS9brrQtXbzcHmrUyl59/UUnck926u6qS7mKx/n9KHGL6g9Y3X7bnQ4o5MFffc2VVG52cJn9wwIno3feebsddtghfpiW11m3NDd6gA6KMZsy+TzGkTQZ0loIMT77zEtemeCuu27z723ZssOBftiwITbw6f6eftOhfScrUuRAJ78HH3JAIvVkvZPNJUsXuQPAxiI25GLYypWjmk04LptNbewr6D+gp6Wk7PKNsqTBVKhYxp4eONjrFVeoUMEdJFJlLrvssoTiHsrAsXn1uuuu842ybBRlI61qOpPL2Lt3Tx8n1Da9jwFAbUKRuaB2DSfEYe/ApXbeeVXcgOP04Hw91vZxb/+27Vu8DWwqPe20U7wNlDuj8g8bpaiNjFK/YOE8a9WqhStia9evsVGvj7fZs2dZ28daWeEDCvkzr/51jfcN+bJHHFHUmjVvYs8887Rv4mIMyB197dU3PL+zY+e2vpmZnGA2L5PrS9/99NNSV+hvvuV6dyrYm0AUh41bODvMQXJqzzjzVJ+3EBvGT7mpjNcxR5ewzJ1bkuXzMNj8HYMVH6q1rwAn775//h7Y16Qe/GatKUoaVPmQU09RgxYtm7gSznxe/vNKa9mivV1U/xJbtvwna96isUcn3xo13h3n+fPn2mPtWtqRRxe1GdNm2+MdnrQ2bcMemp1ZOzz9kE2vvXr2cRwjXYQImZPE9BTPqSddhZSLJzs/boUPyOcknGILONJEU/v36+VE8MXnB1t6WkG7874GtnXrRpv+3Xzr1XOAp2JCIrt36+/pN2AN1anAtptvvjV5PgeCEOWPiRwi6uAQdO36lB19TDHvDyKqH3/0uc2bP8vuvvtut0E49jpEC5xHSX7llVeT+B/SCbc5/kOgSZvkGsOHv+5Yj3MDPpAW2rRJc7v22n/YxZfU2Sv89xTNnoOsT99ulp4vy20Befo1L6hi27dmezU3UqDYF8QY3nHHHZ5i5E6JO1r5Q/qNpSZJ/ZChzzmpH/f2uy6cgdmkz1CYASznu9hP7HHDux+yseNGWmpqOImYijaIVERzELJCWdPNNnHiezb7hzkuLrGXgQpnVH9jAy9pk5999omnsRIRUIoNfUy0nVSnYsUOD3vvsjI9VYiywrSB9/JeeT2wr3pgvyT1KPWouIRXqX4z5ZtpRkm0y/9+sR1Tolh4b8p3Dgjk5qFqkH7jisDQoa7Uo7To9DkWKiFNqh1AuNmAA1lj4aOCQADJRSfnm7SL7l0HuVKfsXObK/WdOnX2nPqTTynvOf4P3N/U3hj+cqi+8sZoV5bqXVzD7/fz4lX28Scf2vXXX+8VYVDYyQW98sq/O4GnQszU72Z52PaOO25zsofz4qkVWSmu8k+Y8J5v5KH6Dek2ABIVXsi/vP/++z068Oln79vtt9/qZG/z5u327sT3bc6c2fZom1aet44jRMWGs846wzdqoRRBiCn9ec21V3iJMEB13NgJ7tBUq17FChUq4KUvKeN2yMFH2T9vu9HWrVvlpB5iTU59716DfNMUjgrq0bvvvWP/+Mc/7KCDDnRCTaUexu+2227znP1PP/3UCT5qPSoJgE4KDKAOqecVDpcJG5iofkOFiYoVT3XV/rLLL3GHglA6R8///PMKPxDmsccecwWd8UbNAsxRsjAKGD02RxF2hdSj1Ldv/5gTb1KqFs9bYX379nZDVfrEUn7/ad9N93nWoUNHW7dujbVs1dxVdpwXFEX6DmOGsW7W6iF3pAb0f9odQapqYAioiEPOfNNmjW3tmvU2aNDzduGFteyEUse6cjhv3gL77LMvfFNZqM/NPM9nixcvtj59+tn559eyC+vUM0vJ8HFnfqoyBv2kTbJ51W/2Fdz+Ne67r0l9MtKaOFyI1BJIPco1mHDb7bfYcSeU8IjimlUbXSj4YdZcu/e+2+y8GucYdeSnfDXT88LLlz/J2ndo6Qrwlk0Z9vJLr9nGjWs9lQZ1GBJMtZgDDzjIGj14vxNBImKK9KIaz/lxgfXrN8D3vlA+E5xGnCHtEkHo3HPOcAwZPWqMbd2SYfc1vstJ/bwfl1vXrj3t5aEDbe3qDV75pUrVM6xq1bPdSQA/2S9UrNiRtmb1Ok+ZIZe74T13uEBBYQZwl43/YN3ixcvs88++tssuv9CdelW18vNG0sMeL98UO36yK81UvwE3sTMo0mAbRQEoFsCGYdIES5Q4yh2SWbPm2Ccff2Y1atS02nXO3yv8nzz5IzvqiFJ22+032K+rfvZNs/T3eeef7eVCESwg4syzli2be9QWm4vC7fvDSC9NpU6+JUn9y0MHOY5Oevcjt7E8B5XSUOZR6iVwgIWQ+onvvu1KvaIQjF+dOnXcFvCC1FPxhgg1m2PZSPzJpx/Zbbc1sMKFD/B+nDVrpu9bIFpOH+NAYat79ujv9u7SS+v7vHLn0/fYhROK85T6vwbO7a+t3E9JfTiQAlID8EFqyc0mZy4cqJHlBJycOG3SRAEiP5HcSxwCvhuTeq5HKguAAmmGNOn0VcgzIVXuQzrP8OGvuvoeVILVntIDeJPXCCnv2bO3k0q+DwkHnNiowzUxMigYHFbFCyBjgyV55agDfP+444510oljgXIQNtCGnHEcEAzgK6+84mXSSMFBiaGyAGUxIaoQS07HA7gwIjg11MXn2ajeggFB0a9SpYpfgyox3IN7oXbUqlXL9yRQFYa0pfPPP98+/ezjxEl+O6xEiWM855vn4fkxXlyfdBb6WCe+cg1IMwYIgg0pZzxuuOEf/mz0xfDhw33zE+MFQGOkrr32ak9bYSxVnQgw5XmIHHAvIhWkzmD8CHHzd/qB9qDK3HrrrV6fGlUPJYbxL1SoiG8kRs2BbNP3tI2/McZcgzGGdODMUX0hfjHGVPNhDHBYUMfoN4wm/U7lCcbl2GOP8/FlPvKPa4aylGk+9pTN5MU9mBvMIylukAhKs2m8aRNt5nAU9kwwxjqZcn8Frbzn+s/2wL4m9Txd2CfDBkQqW4V8aQgb8xyxgfVJlRud9gnZB7spCIDKzpolEku0knK7Su8jjQ+FndQ7sIR7sNkR3EPMCOc6BJtBKoZOFUe4AYu8Dnki1x8spIyiDpIiFZHvXX75Ff4ZNmGCfZBCMJTfOVWbvUJgF+mX2CXuiWAB9iFwgEs8F9hLRBIcxInnGuADpTf39AL/SY/k+zwDbQL/wR/6jJRRSCzYRqlg+pqogQ6nYs/S3uD/sccWd/ynz7Fv2Any/Xlu8Hr9uq1uf+YvmOuFEEIZy53eD4gvRFR18jWknX7HCWAegKmMHeOPcIW9RQAKaaSUNQ4nmBPh1mGOODO0gXQf2sBL84Y5xd4u7ADpPFTPoa/pM/Yi0GcUdeD6vM/n2U/GOGBbsJ/iGTwbbcjbs/Sfxae8q++5B/ZLUq9SfnH9Xn4HoMMBSYWdILMYw0bRzGSusXKrRer1d7qRv3FtnAJAgEUOKEJeUUNylNBwtDQvKeUyVJ4mk5pzpDXvh0jA9iTJBihE1kWm+R5KNu0hPSbeXKrT/7TznuoJfA5DAaiSX8//RQQBKPqCv3FvCLTaHjYWrfRQLQQRo6XTYiH/XIfP0pZx4ybYTwsXu/KdkUn717hhREFTqofapA2tel95iKTN6NkxQAcc8DdXoOlb+lRGXafD8r5XNvIwZ0rS2Qj5jPn9O1xbm0JVllSbVVUBhr9zX3IglcJC6hL3P/hgKhCF62suMU6MCePJ+Iccy0wfM144HerjeK5giOl/nk2EIOQMswchzBHmkk6L5D2en/4K4fVd/neejzkb5lGYP7RNL/pJczYP9PJ6YG96YF+T+pzN74HUa+1pPRA1VTUn3tP6FRlT6iTrAVGDF7jA33VQnU6Z1unXrDOdPo2oExTXsM71j/Wm02ghyTojQxskc0rIhu8EdTecRs0r3qwuh4W/S3xhfavePPjEZ8AUcBpsoq3YBpWy/b0xZvxom/A/xiaJG9yHPuC6kFfuJ3EIh2hv8V/7d4S/8WbSFb+s9bz6UqWP99RLngfM43mpnsberXBybMj3j0WrEJUN6rhsluyy5oLKHMfps0HMC4UFeOm6chhlG8F47B+ikdKa+Buf4/pKCRNxlz2RkKJ5szfrL++7eT2wNz2wX5L6mPAo1UA/MQBhM0soE6iFH6vyKl2lz8QLVSRb15N6K+OjHG8PiSYMgwxG2EEPGQv35rPKd1aVkhgsZBD0ngwFSpJAUyAnxToYopAnqdNERU71jKSRAFAihfyd7wPytI8cRFKRAFzUehkjPRvKCptSyUlEjUJFCaHgUAo0VpExrCLYTFT1ia4VUqUCgGN0MZq0U6SX37k/n+fvqN7cI1bp1XcyIPQN35OzxvuxUxHmQAB37i8Vxo2KV4jJqf8uIyhCEAw3h76EMpGMqRw2fuf7An6+G0dSaJMcFSlR6pOc/sh2QqDx0bVkfOgr+llt1vyVcRER2RtQyPvuf3cP7GtSL/zQKEj9ZK6H9RkId0zqQorOpoToEJRYYYeuo03i4cTasM5iZ18YRKqb8IF7yg7wfYkGwm9hjtZ5uFdqUhCQsMR9cOz5KXwS/vNMwoOAL8EpEKmUaCMlOHbmdz9TA+6IqMu5UD/iYwiTFSWM+4GI6d7gv2wT14xtAfeiOg056URWqDpDelHAz+C8Ce9iQU5jqeiNnCx9XnYR2yBBTFHr2LmSHcF5o40i+fyUHfVDHDMykptfY6dCmB8cwyD6CO9jsSovUvrfjZ/7+un3S1Kv8CgLLSa/AlPAJSiuYTFLFVH4UWpJTJg0UE5KLdShlVERkRKxZ/NVTEZZ/PpMrNrofa5FGwSC8cmfsZOgtsagIcBTCBjyGasksVLN+05OLQBSrFgI8Gg3+Z+U7qScFyfn6jlzPp9qW7Zs8/AnVR1IZSHfkHazF0EGQ6RaqlSsXMmoBhAPh6dI6eIaIq20E5DN3V6NlYyA2h+Iek4pPPWx+lFtUx8GQ73D76dwu8pb6jqKwsSpAHIaYgIv50TOm5QjGRjdU0YpdgriuSRDIedURj9EFqgSERREPbPagNqPYYudqH0NMHn3/+v1wL4m9SJNmuvCEa0LnY4s/AbLY1ItB561AN5J1JAQILGE9ZibYGvNCt9F/FiL4IBOFGUtat+KnAWuLwdANoSfcsglsoiMSuBQNFhEljxt/R6LBIouUlt/Ty89p+yfnkm2gPr7wg+ReeEx92AT8N7gv3CNa4KTajdpRFSc+/XXtV78gDRCXgE3g91QX9E3vC+hhb/R/8I2/YzxXwRe7+mZYgFO5F1zSpit8YrtpTBZdiC3DYltjkQVnkci3F9v5ee1eH/ogf2S1Is4i5QDAACNlBGpwPqciKAMgwBDwCqlF4ByoMkMVV5E1kTIk4CTku5gJhIWk9JYYVK6Ro5CtDWpSEsR0uelKinsLGWAdogkSj0Q2PB+HIFIhomzQjUUkU8ZMJF2yrWpnKQIpVQyVysKplnG9kyvDc/nCBuHvtrlm5M5Rl2RgljB0DU4fr1QgcKJUPguN5RUnJDxRUmKHR45Mxo3qUt6X6qLSHdQs0MpUhna2AhgNCllJxU+zIMQIg/KXMjh1RirX1RBRmMSg3psUETe1cdSzNQnUuukBup6cUhYczIem9ioxIoWv0vpE0nZH8Ap7xn2TQ/sa1IvMhZjW7y+5NSKoMVRKq0DrftYUVVvCheU3iL81j2Ei/p/LMRIeJFqLlFFa1N4pz1dElnkoOfGFdqktDldQ2dqiNCK/CuyDHb9K1KvvlNEQVjlz7oriCTCSdkPCRWZO7L2Cv8RtYS3SrMUJhJNOeigQ5JpRgH7wtMosslPtYXrCMtzR7GV2ikc5znkCOp5JXDFUVONkexNnFZDO4SnfE4kX86VbJjwV/Y1tgX7ZtXm3TWvB0IP7JekXuAn4yCw1E8pOVrAWvgxgdbiFXGPve8ChfJ7viKAFasgUqKpshKDvQialAjlpSvMJzVHpDV3ewRaCg0q7CcnRc8j4BLYidSLTPI5J+uJ2upaBLHqS99RGlMEUwY0VqGotuOqegrqegiDk7LCJifayPPLYKpP+UzYZJqdPCzLnyPhAKkvqEcdk/pYWY+dMIGofsZGVoqYnCVVgVEZUpQq9TkGKFbaSM0i6hAbCsaDz8uhUvqOlD6Rf0UVdF8ZB34qdBvnvcdOoxwSOQ4y5DK48VzWeNJuXU/GRXn6eQCX1wP/bg/sa1LP+lH6WRzdikWUOBrJ+orT7YTzcfRLGCynN/5+THC5R6y6ao1LydW9FCVQdFYOQBwdFnmMMUxij+5Du2RrhEl+enciXQfM5O9EBZSGAz7v6SUCynMId2NMVLU0ri1bEotGKdlhv46izbIPevZ/hf/6PveU45Bb9SbVUwRc+Knrx8RZY6H+5rMxkVZ0V06TbKFIN59XNCIWeZIOVK6UUM0xRU9iQUZzgGuqPbLlwng+oznx766/vO/l9cDe9MB+SeplFFhoynkWqMWeP6Am4JPxECBK6RDxj8EvJ/c6dH0MegJrefgCdpHbGEyUIxgDh4yDVH4ZIZFqqbsyBgJCAY2IvKIUMcH/jdqeP9Ti1d9FOkVgIZdxSUT93YHeqI2+y8k/LzkT1Mv3MGpKiIrwEvHkM8r7p66v+p1NUXoGEVlNaBmEGOx1XfWLjIXGQaAcq95ch3YrzxTnQ2FXnkFjIyCP28Hf9L6+o7mAsYhVPKlSMiS6Dj/lsInI8zN+yTlUNCWOQqiv4n0SsdMhwi/HYG8AIe+7eT2wr0m91qrWfRyhiteHcFfrLjf5lB0QMddallAhjODvEhWk2os8ihzyk/UHuRb2SmThfX4XsZQNEZZrLYOnwsuYyAuzRKyVMiTbpXXNdYShe5qlsRCVG/93d604FYV7cp+9wX9KUmpTs/ooFsyU/sq9ZCdj8i5iTn9IHIpTcWKRShirPuZnLPTEqVs4EkqfkjMQ2xhhsvBWtpD/u9iV2CMlvGUMdD/Zn1h4ykOSvB7YFz2wX5J6LSwZA6mdIlQC31jRib/D50IaRk71AwFFIOBhg6SASNfNAdMA8rGSGxsJefwCjfj/gIdUJwFWyFUP+f+xgiIDJGOl8KOMh0h1vFkzAFF4vjiiIRAO9wxhxziUHYeROVSLPqD0mJ7dn8FrJWdb1s6wgUjt5Z6xWh7SghIAACAASURBVEVOv1QgV8zSQiUYfUfPH6vUIu/6nIyVjK6Itpyf+LsKwUs5J7yt67kh3RHSbWK1TU5IUh2LiLkWKp/B6PCKQ7h6Djkg+nxS6UrJ2UxLP8vQa94R9YgdC/WdniMOm8uY6HllBPcFmOTdc//ogX1N6qWiixzHgkgsbsRqbLyORLqlBGsdiuQrN1uKaoxVwpV47cYYozWv6J6IviJkEo2U9qJ1GWOwsEb2hXvFaSOkAmofkhwVtTW0K2zk/72X7Ap/V+RPtilgUE4FGOFMbAtUKOLfxX8Od+QlhTxup49loqY+ir5IscZaKalyLnJvjhVGy5GSXdY9YlFOThDX4nOqjiTSzk85icwNvS8Hj2tq7GXLJdDEcyK287Ir+wcS5D3FX7EH/pSkHtIZgC943TkEJxAvcrf39OKkQICR3G7SOQSMXM/BNgWCnGKACrXJFeIELPksJ8OxyEUCpbaLfMUqC5/h/yrBGJSA0GaBmtovx4GSlgBBnDMZKxVe3SY7kD0+5wR4ZziCmpfaI0OmKEQMYnG4VRuXcjYwqYpEArRSQyUIgVP+9LCJWEAf5zeGZw+bV+OccBmA8ByhXr5eIqM5SloAUBF7hZpzIgNhLwBpMFKm/BppoT8wGgJghbu5P31PWlSoexzGQEZA5DcYRVT7sNFNRiW0LaeEmgA/MO4QdZCBtqxAytVfUpH4u4eG08I80oEkMsREKFxVzAzfldEQAVBEwM8ySUQIpGRpLgbyEHJW5STIOU1GW7LD3PU+sOBcKcrAPZnfar/GARVLBlXrS9eXgeaeikRpbvN/jYEcKz7P+9r7oKiRiBD9n52d6bm9fI4DfsI6JTWLEyVDVSqtm9hp1nqTAqg5FJMw9TNrRuOv+SDjHc8H7uMOcqI9fC92oLi20um0Jv+KYP9H27y3pB7sot/BX/o9OJoFfG2EvUIhxUXzXwRJ4gXVpYj4JdcLlUoyQrUp31dvYf3wD9zVOozXiOap/y2xHpLCRSLCGM8ZjTf3UMUuRQySUb3UnBOsNa+Ec7HjQfoMa59ophzy8GwZjiWYL9kQOfKOIZk5Va0kJjiu7grRUL0YH8eXKEoMHoNnYd3niDKxc6E+kzMR26WYpEL6+b/SDCUoCeN1YqrwRg6IY7OLQgGnA9YEgq/y0fwOridtTf78yUio5gNzRXsXhE8ST4JzE8pTUthAYyW8y2kjwhJpsKpeFFJEA5aE6kIStrS2Y/uoZ0niNCfdJrCO9FJ9VzZBuBLmQ5gn+nwO/wj3ZXyElfqb5gnPo9Qz9Z0fyJXs2yxLyQ784f+x9xbQWlZb+/fcRUuXCiq2gqjYhYHY3d0dKEqHIJ3SoaJId5eELShIqiDS3R2b2vGN37We+exbv/c95x3y54Ce/YzBYO/93LHWXHPNec1czgO+ns6T6D+nixtzPjfG6fWFPodo4bnkYKzVMj9Db6+vy9pngX+9I5xUZMzB5fo6S3YHWerz07hjejwLb+T8Qw0d/ON08ec57gv7IMsYdBzwB/2YGLBHnAeTglPU56tTi2O6bN/e0NbcO1YFPBDWx3nPedF1ks/XeYjrPCNB47XAc8gAvgsGfY44RgQ/HcnPMQnqnRFdmbrXO7o5/iVREim6TBKgUZpIzCKHmPo5k7BfhnK/w5HkAdB6gaR7qfnfw5BREOqAy0Evi+0g2N/lgIjvokWnUSDvf/c0IM/5Di0TDxnKwTeHui3kzCNBhXJwoRDdkPzNGdDnFPU88TPgzYEQz/a0EN7FmMWAMaHlQjmqsKKei2iOojO4K1M3iqK5sU4331wuCKMGCN9xuAzjDGHoYPzEFVByQlzBRz3wvvl5B3NiPDw/GmLPElgB7LtShNa+iflbFPg5+PXiNQnxWM6p08+vdwNBhbgcYqPrvHXqISltxhktdPO581yP/rhCcCHic3FvnQuwKJ+6ctH6xICD/83nynhdOTgfulfU5+l847ztNPO/R5/hStiBTdTIcxASpQ3vDrnB7LWDQbinY8CE9WB/sjfhP+ezAAKyWpQ6vZw2rsT/J1nh1/ie5Bqnma+9pwK4YnTau6Lnd/fcOd2jYPBICuej9ezDBvXaw+GMBf84HV0e+To60IyCKGTyoUOhZ7nzcADCASixnu7YcOPW+c2BAqfFOtAT4M0bivfZfyhyf78bp36eiIzySLcy3x9R3uH7qOz3Obihyf4PxnQAjlkpHmmqZ0LZ+/j9fe6gcX6PgiPf/1GQ+GfQ6ADQefXP4M3lmstGp5ODLcbJ39wz7vvDHRZu8Luc53u/NypjXe9FgaC/+8/Gkb/D9xP/e3qM5/u73Pe1873sMi0KKPmbACvdgzID+HOnHrJF539YuiKzDuqie9r51XkuCzfEgG7M+RWcNVmGgcsqp4frTX+er5vLKtenURkX1efwDR3YvFmGvksJQF00y8xKb4oC+qhcYuxulHG/1165HHc5yJjckOVvzsM+FzcGXNb72D2Ny+fk/BbAdOBv5uB87jws4zaD04KD0y1HcnDE+dqF9ci6L6xvAPlOT99vzk9Zez7scfaYn0tBQw+nRdCfnL5MNkGW0cUcgtGJQxa+djwYc87FeN3f67zne9vxn+Mh1kqGbgxHhbUNB5MFPfuvndKHK/ePSVAPmHNPhTNTVJn/u0kT3pOwziS8lqkT+ViQUqVOCEAvI9YrOBHmydD3tD/je65zARYAZpbX3gGNh/4cxEUVlCuSPwu9KHD171whuSDk7/Rp37Jlhw4EgZnFgLGDM1AUftCVC46wiYI17ONzpvON58/PAtrkhWa1RZSAitVeoRRy5chq9+kGgOd3RgVzdPxRWviYooLXhac81RHL3dNpXICyDhs2bNLps4yXEwPLlDk57nXn2dzjStwNQJ+rhF5sLi5QXFG5RU3OJ6DB5ybBkRyEhoTPweCF4GdXLlGPsAt0VygucHyO8gymEWHJofXk4CxOE5aHKiFD6Ua+plHl7SF653kX9P67A00vpMsSEsFr4+vB832t3ZPBSbrM5YQTTtA8WS9fHwdJbjRgFEQVVdR4Er0jxcV/Bu9uVPg9Dj7431OD0g4m2OrVKy0lZ6KdVOpkgfotm7fZrt3brHjJIjrh2IGAe0v5P27Yxc5/iNLflQR/8+4b0BbjkO+8N7XvTwdBDkj8fqeLKz33dPJuH38UrP47WfR3/P5wQb0bgtBMeyMzKzInL2BGlqfK6e10DvsCQxjhlxUhC1GXJNu6dbtt3rxRa8Gz6LxVtGhReW1d7sDr4RA8nCBhXzuf8vxQ+xMioS6LosA56hl3meprHhwvQf4wBk74hl9pJ+vPy4oUEnHKlG7ZunWznXHGafF96YZB1GHhexhHFCeMczq1e93VSSstFM1GnQJR+vGd71s3hH3PuKdS3vyYp9L52eWOZH+uXPH1EUDKFQ4SdNkWNf5dB0UNHpfNfp3LFNeZomNiMJTdwHBZ4fwCEHN+cOPJ11ZGYSyKHV3XKNCK00SgKkS65bhJCgcIuvx1gBuVhS5TPWrkcsDp6LLY5+VA2r+PGoFRPfgH/oqc/u73872Dz1279khucSgkvORgMkoDj1y4h9gLqfkfkMw8OWmck9W53+np4/c5+yGaHFAGz3HisIzS2N71tY92ywNXuZHl8o3xe82at4b290bf6dE6rvE96HjLecafGTXgPWLgssX1gb8zOg6npY+dw8SOO66A9ikHq7FX/YR6MJYbRr7Xnc5RHvY1cPnhOjSq/7hPzoF9WanZTgMOzJMR4xG7I6gYjklQD+hm0bB0/LAeB16+Kf8VTWBKBDOgCsA+YcJEO3Bgn47g1iEXWNzK50vQBvjmm+9szZpVOm7aQyMudF1I+SZwAZYlgIOX10Nazgju+XErkN9907rA9Y3u4IS/oyS6dvnUqlR5w4oVLyRgv/9g6I/sCpExOFhzOkS9HT5W9/z7XHxsfuAS93ooNW7lx2gTBbEOnKOC3TeOv9+ZPOpN9s3iVr//jtLi414q3/TMiWO+W7RoZa1bt7YNG9bpuPK2bdvq+jCPrINdnG5RICahHDtHgL+7t8JpL89EcrDk496GlNAlwpUyvIOgcQHvc/IwmqeF+bgdTDstHHyj/GfOnG0zZ860N954TbznSjcKqD39Cx6KCgm/5s/PjyunWOtOB6g8W5GXAxnG8eoAeMANz//xx2m2ZMkSHYkeTVlwA8XvZQ6AB353/vmzAQWocEMmakzEFX7MqHIFF01dgYbzZi+0b7/70vLmza09uWtXqg0bOsKSkhPsmmuusAsvuiDuCeOZDgCgg+faOk/5XvBxyCOVmFNKkYPROJ6ePe18AC18r2bt6eBByVJ8Ib3Dgb7zv3uyskF9OKX1f/s47XzPKnIUS8eQfM0I6SO+v9zLB71dNrIWtL6V51ae7QwZ+1Mmf2mLl/xuAHeuQUGXK1fOKlWqJHCPEd2rV0+rWLGiXXzxxZE0vCAzBYYSszqU+FidfyTHYo40fo5G/RxgBqWZJFk9dOhQ8djVV18dj4IBIAMwAOikaf/PmvWTZLo7L5yXmd+2bTsEqK655hrx97Klq6xDx3bWrl27WCpnrCAzdr4IRmu0xikKmnyvuqEeBWfuWEKfOGCKGsNugAeHRJBVLvN9jdxw8OdH9YCvJ8+JR4Bjz3EArj2WkHUirKfueKqe5pIW+MWBskc64t51S49Hz1wOOTD8Q+1CrAkC38l5lBIiPFGnStRo8XdiCATnU5bziLVEpixdutzKlTs77vhzmefyKGpEOQ2ddg5infedXi57mDt4ZPr0n3RIF+e/ZMnesF+cXszHgbwbHi7P8ArjDOvQoYM1b948XuTrvM64uJ/2oqNHj7bTTjtNJ8fXqlXLWrZsKUeiPyu6ps4f3iDD5aDrKb/W9xLjcn4P6xT4KoDnkN3gZz34OgoTkL0WS2+VEXco8Is7YKJOVAfgrt/dCeT4CAOpX79+Om/nrLPOsr59+9rll19pF1yAjgneek+XdmOG7etr5Aanz1VjTwgOAa6JYjGMd0WrM0K72KiR7XgnpOT9F6bfkNsKoMcz4/lvMIHCFhQ5/puWXngysfa5f8+eVOvdu7c2Q7Vq78jz4aDfw3PDhg2TUG3evKm+/5+8Eg7uWdSotRhdbL6LelsdtLq3NyqcWGQHCZ4yw9+WLVtmNWs0sI4d29vxJ5SIeZqy0kOiFqMzFuNxr7RbtM7ULmRc+IYwXI54USrPwOBxJREVrs6IPkdnYH+vb2a+d+ZnLC5EGZMLTR83Sgyr1Y2e6Hz4G0Dsrbeq6vATjk+vUqWKjRw5UoDYPUfkw2cp2ADAPPTloMCBoIMJFxJc52HNqODyfGoXXGxMpyVK3Ddp+D4IeDawRy7csPMQKTROTd1v33zzjU2ZMkWGSYgOZB0/73zmCtLBuws7j2K4MOd90WuiAEgRqFie6dq1G61p06b2xBNP2OWXXyqgM2/ePFu/fq3df//98XSAqDcvKvAd/LjwdF71d/uaOW/xvQPfPxucjD0aWdm+fbt9+kl/K1gon918cyUrXLioffvNNBneNWu9awUL5rfjjsv7hxQonu9pAG7cysCNGYbuYXEexPOPAdOw4Xs2YMCAWGpVEMJS6rE837Bfs/Z7yMEl3zeEh32+/O9z5p2uaP8lsv0bf3m4nnrfp04C34usDw4b9paDIAe3vibcI280NSMWIqX7Uw8I+Pb8tI9t27bN7rv/HgER9tr06dPt66+/tuLFiwuUAPZxCHAa9nXXXSd57oo/K+88SylH3x8FXVGw5oDD5T58gmzAy9mmTRu95+abb44DId4ZUghCPQEyYMKECda+/QcCEO4kCPsqw3777Td7//33bejQ4bp+1co19vbbb9uo0SNidUsYtiFlCJqgBuFHB42+/9xh4N85z0YNVDfeXV640RK91/negZKDFwfrThvfS77/HMR5yoYbDL5foH+Q/3/suuYprs4TDqg8hcv1i4PRP4N8B46+N3mP6zscFJJjmcFx42P0d0R1mhv+BHEC8ArrF8aVaL8tWGzvv9/YRowcEJcHrl98jvzuBozTyXWx87brmCiod5ojq6dM+dp++eUXq1+/fjwVxK8Ncw1NJZxf/2zIwXt46T/55BOd9h51Srixxf8YDmAjwO59991nzZo1s3feeUe61vWry3jmEjUksxyEf6w3C6A3AHAvhA60Dum9igThOIo1GglrEjouybiJtZuOG/iJKfHxe60eYDxK76hDKjiQQqSaa9ijXbt2tYoVr7Py5cvrpGQOPsPoD3y0X7jSjdxwzk6I+rmOiWZu8ExPCWadfT7RvUb64J9PbXaHUdSIPlIq4pj01AcmxMuabps2blH6Qp68uaxkyeIqsooKxf+JMDAVigODgJNP+/TpoxBozZrVg+BNyhDo5x14UwGNeDYB9SwkhAe0oSAcrOHxJHzDJt+6dasVK1Ysrpi4hogA3/F3B708g7+jcBizCzPf3DDLhg0bYsWdyQoJAXqqvl3TPvqouxUuUlAMxJjZpMwBhilWrIjlzZs3nhcIczFuxotQILTl43XgyvcoRN9MHKftIWsv7mVcYTMFweTWPBY9zIwnjDFGFWVU+bFuAOZNm0KqB8+PhqZ9o0AXnuktxgihMx7et3z5cqvy5js2ZMgQCZ1q1d8xjC43AvbsCeksDmBLliwZD5854GOe0JHfeXbwhm3TOvh4+d1z+fLnz6d1c2WAYJFxkxJO5wX4QUcMROaHIGBe0MM9Jy44WSdXBHny5LNffp5vn3/+ubVq3UL3Ma7jjy8hHuE6FwasG+MLCjRB1/E3PgULFtR68x1z8ZQS+NCfwboULlxYPIKnDy/fww8/bOeVL2vQaP/+VM2PuSqvMCbwoAG0hP7MxxU08+TZeELxSPI768l78LA78HKg7EqU+XBCL+P3wmfu4fmMG6O1S+eP7Y47b7GLL65gO3futi+/+FbXv/ji81agYN64AcXe8NxI5uYpUQ7yoTXPZMxOI9YX7wxGTKdOnaxTpw6xcGuBOOhygR9AS7revXv33ng6R7FiheLGuc/LAYUr7CMlkI+F5x4uqHcAEj3QjRA4shiZB31ZLw+dO8iJesUEpEi/iaXqrF693t5+6x2rW7e+XVihbDx1jHvnzJkjZU1UDxnSoUMngXrACmsLTxQocJzSGXzt+Z97Ufq+X5ExyAHnaWQ3PB8tCORZ/J3xI4fgseuvv96uuuoq7U34lVQb5porVx7xHuMbMWKEdejQLt5kwA3m7dt32qxZs6xTpy7WrVs37fMN6zfZu+++ayNHDZeu4X3UCLCH+N6BGT9DV+YI7fi9RIkS0pHuEAiGQzBieCf/duzYJdmCrGC+jJvfoY+DVOQC+96BPPKOOfMsrmUduc8BK9fxTmiCHOODjGXsLqv971yL/Pfnuaz2wleey95HfvBexuhGPWP2vG9ow/v5nrkzLuQB64nMwUHg0QbWFLnAe92ZFk1F5DrnA9YkNXWPaA49ofe2bbvsl59/s7Zt29lHH7fXGFgPpxf/u7EB3zN3d9YxFte1vAPa+rt9fNCNMfKMiRMn2/z582WkQhuuB2gjn9HrHhVnHtwX+COXvnP+4D3wBmvqTgnmzrgAfVzH+D799FNFmnD2rFy5Umm/zJ2190h2NBIMPdzIA2/4eT0u42XA5wr8x33hzJusiM+WLUHvMgf2ZNDP4Vwbr0Vz4xnjlXlt3rxV82TcIdUuV9xx6PqKufqJz8wNngiYaJv2FfsT73yrVq0U1WPP8l6ucZ3NOhcqVED7NmpQ+l6B3vAjdIbmjN0xDXPin2ofc+e2UqVKiTcwWNy568aB78cjJeuPSVAfJptss2fNtcGDh8tjW6RIAbv5lsp2443XxT1t/4ooYbMlSoD1799fC1616lsxZgiHbgCQAWrDhw8XmMSzB3PhFfrhhx+02CwSwodFwtJjQfG8kqsGk8CcIcVnggQI3lFFAzIzbcGCBTZjxgx75pln4sIxbPQQRuOdP/30k4QRC1+6dGkxY/t2HRU6K1a8iMAYQn/BgoV6T+5cee2EE0vq3XirYBCexXPw+CDUEDYnnXSSGBlhgiD8+eefldqyevVqbZSTTy6tzcy8+GCtZnlek7WpCRvzPwKW7xgfHqkCBQLAdO8Om5ANgZD99ddfbd68+Xon74ZOZ555pp188sl6D5tvxowfRVs2AZuE5xIeY5MgWF5/7S2FtREar7zyio0YOUzvQwFDT/iBdwP0zj77bOWeulcdmgPoeDbjIpedd/Dchx56SPdBJ2iKkOODscgzyCcU6E+ItbiMFcTi+Vi3boP9+OOPtnHDZjuUdkA0Pvfcc3Ufc2cN8a4w/3379lrRosWtZIkTtGbQsUWLFrZ5y0br3fsz8aFb7vAloVLm9fjjj8fqCNaI/5gDH9YIYXveeefFDRTGwtpAT4QFwB2PIUJ15Iix8l5WqHCB6HPLrTfZ4sW/69pbb8WjmKRxwhM8Ax7ifkAQ74AGfA8A573QDr5hzjzvuuuu/oMnJwqSWddffvlNPMPPzJPxk1rAXho1apRAfMWKV9uJpUpI4E+bOkOG5C233GhXXX2ZhCr04P3QFUEOj1xyySUaA+NbunSp6Mr38AbKBkXJHv1pxiytFaAI/jn11FPs6quvjBn0wRPsBVqEujFC4anUvfu1/66peJlSOjzC4N48B51HShgfK8/9fwHqg0wJIfcF8xfa8OEjFQ0tXryk3XTz1VKsyAc3akPU5GCcBJJFpJuoKDC3LV++0t54/W2rUaOWXXlVhbCGsYJ4gMr3339vFSpUkJxq2aKtXXvttZJzy1cs1T5HVsCDp51WRp48/jZ37lztWWQVfIrMRK4iG9mXX3zxhZUtW1b7wj2wgKxRo8bYbbfdJr7r3Lmz3XDDDQIJyF727e+//yaZTBSqRPHj9azvp35rrVu3DN7ijAMCO1wD/82YMVNpEG+8XkVjKFS4gDymGCkYBMhBaAN/33LLLdJByDbk+XfffSegxjsAzcjbiy++QDLBvYLsTzci4PPp02fpXr4vU6aMgB/yEPkIOEPOEgFBLvFe9B/vvvTSSwUGkd/Q74477og7VHgHY2Xf33rr7cpd5hnIP/Y9z4WO0Jd99eWXX2qszI3x83zoiZxB5vz+++96Fu9DJl1xxRWiL/chTxgjcolnQTPWHscc9+/etddOP+NUu+iiC+2EE0qKNgBDUiExmA4c3KfxuO6Al5CFPI9xLFm8zLZuA9Sa1v/KK6+02bN/ti+mfGeTJk6x1998WnTjne6pdUOB+c6f/7tkF2NkvZkn8gQZhlzbtm2LaOfgjvEhr9gPXDd2zOcC9VyzdNliPQegyDwvuQQ9GRxQXMOckeGu66AVtYHQFWcmkW5oBN+yR3gW+5I1R98yHvTz7bffLl5++eWXNXbG48YA68IasRbgGwAvexleVzp0Soq+u+yyyzTXDMtqbEHGBfqTPTZnzjzJ2TWr19m+/Xu1Btdcc5Wde+7ZITKaElqMkt4ZAHGGIq7ct3XLdo0HHFH6pBNFJ35HR7KPGQ/AP+jC4nbppZdL96ODAPXXX1dJ93Ts2NFuqFRR+5XruTfomT2iPzS+8srLxfPwGzpz9uzZcczB+0866RT97e6779aeY07Qy40cnK7wOvwRLbrNkSucdP/vToQ+XD1wTIJ6lAr5k3XrNLDvvv1Bmz13nhQ74cTi1rjx+wIr/+rDRgq5s7lUWEWIic325JOPx5RBYBr31ONJhWmbNWsi5h8yZJiEPSEpNiIAYvLkyRIubDRC+jDhW2+9pQ2DAEMIAzgQxPny5RGz4W0GdPCdhwgDMEiSwITZYBJCQXwcSM2b+4t9+FE3gVFyoQcMGKRrzi9/YfBsfjVJQrVq1aq6hvAu6Sp33nmngCmM6OO99957xdikYxB2grEZL98XLlxQY3MPAekhAaCmynABgFFnAOAjLWbMmDF266232t133/4HUM/Yg4KarnFce20lGQzQjb/x/Nq1a4tWAwcOtJ9/nmsPPvigBAvCG0HNBnjsscdEFzz1GFp46t988029d9v2LfLYI3jxKqDY2JBspueff97OOeccXY+H+pyzy8ZBJEKLZyJUEFqMqXv37lpXlHF6xiEpRtad9YSeickh38/biCI04YkVy1fZPffcYwUL5ZcS4L4XXnhByoFxwBeBxueKf2fNnKN1grdIvyEXmBSwsWNHx9M7oBvgtFevXuIH5te9ew8JPA/p82wUZo0aNaTwJn4+2caPHy9PPMqF+UF3rkcB/fjjDBlF1157jUDuOeeeZVOmTBK9GjSob+vXbxYtAMs33nijAA3rhJJ49NFH7YzTz9Laf/XVVxLUKFSUCuPAeG3RspHoF0KRWfnozHXixIk2etTnypVHwDMf1rJy5coaG3MdMGCI3XprZSt90vGKlLHHEUR33nmrnXraKTZ3zs+6B6HJM+Bf+JG5wM8Ako8++khCGH5kDN9++632bM2aNcWLCN2+/XorhI1iB8wJOKaFcwVQNuw36jfuuOMuGWe7du7R+FP37bDGjRtLabi3ysGnh+0PV/Aey/cfLqh3AIz8Xb9+o1V7t5bNm/eLHVBKZIKdcmpRGbnQ3MPunn7g6WwyCmJF5URTcLR06thNUTOMAowvgDpyAG+4PwfF+n7D5uJtFCv8u2PnNhs3bpyUNHIwPS1T/I6zB0MYhwIOCeQocqLqO29q/+P9R957rjtjAzQSLSCtAXmP8wWAgBEBz5HycMcdt0km4CWc/uNPIXq5eYN16dJJMpAOTxiVKPhFi5bY7Nlz7bPPPrOGDRqFSEFipmQa8hDAVeaU0wRa2JPIrAcful+ABP0CIAGMQweXSc8995R0FbT2NAr3nJNfvH7dVu0j6IYTBFqwT5FRgJmhwwZL3iBnkdG8AxnNM5F/1AeQm4wM8doj6NejRw81OKhc+WbRlmeiQ5GpPI/3SJ+UOEEeU/Y2ugrZzTzZNleYkwAAIABJREFUj+zziy+poHVhvyIvJk2apFxv5gLfFCpYRA4VADf3IJPQa6wHueHo/C++mGwnn1LannvuGenggQMH2/Jl6I4HLX+BPJKFjIe8dd5NJIW9j+PgisuvUmbA7NkzFGUNKSw57Ydps2xA/yFWu+7rciKwxu7QgP8YH3OuV6+h6AQt4EfkKPITBwPvWLZsibzwfOB79AP0hJ+ReRPGT5aRx5yoCwHEIuPhYQwr1hsg2aRJExmX8DkyEkcOMrFevToC++gzshCYP/oAXYveLVashL6fOnWqcBE6gMgW+gNdu37dRulSPuAVno3sZ85gjvUb1kpXsX7wPTzNuzEYmFeuPPBdqA8DwLJ/Wf/OnbtqvOXKltecv/hysqIC8ILqUGINGjDk0QfMsXv3j6xwoaKqWcE4QJ/PXzDPqlevrvHw+6BBg/Q9+5j9i25kTMyf9enUsYv2KPwCz15/w1Va559+mqU9hPyHn5jz5xMmWdlyZ0kPssd4NniJ/cIekzEz7SetM6l34CXfhzjl4MHZc2bYtGnThA3OOeesQAfSpTJCK1d0z5H8HJOgPjMt0xb9vszuv/9hy1RRVWhjljt3ij3y6ENWtfqr/5ImSoWI9UrevHGbfdazv6z0ChXKWwYt85JCXhcEBgAgtE46uZTVqVNH4LVJ4xZWv35dO6/8ORLAMMi8Ob9auw86WbNmLWzlqqUCUQB4xgWYII+TTcgGAQQBPNq0aaVNesUVl4XIQHIorEjdc8C+mPKNjR073rp162IJiaGIZ/vWHTZw4FAbNXKc9ev/iTZU61adJHSee/HRULyRkcvWb1ipcVx77fV29VUVpVjKn1/OHnjgPoVeibbieeHvgFwEJwUzjBehTa4g84QZ69SpFYqSY+0zeSeehKGDR9iJJ54cA02knuyxXr362PZte63+e+/Ge81yPeAXS7d9u8528sll7KVXn4wXOVNY1KPHpwon4+VGOL9b4w279OLLRFeUNAqfv3do30lenSpV3lbe4to1m+2tt961YcP72NKlK61hg2bWrPl7wRsQ65IBGF69aq2ECYJr7tyfrUXLhpYzdzjVdsum7Va9Wl3Lm/c469ChrQ0e0t9mTJtr7dq1tpQcwZNIilfz5i3trrtvs2uvv9osgdBy6FtOkc7vC5dbkybNrGnTxuITrG/SNQYNHGIrV66WN6Rz5476DiWiWpCE/bZ27XprUK+Z5c9f0Nq1bymB8M7b9WzcxP66RiHHdJO3Dq9Ku3YdpMDGj5uitJE8eTmU64CEct++/SWUUDgDB/WVoQXgYI4IZu5HsZKbu2rNUmvdsqOA9SWXlZdgGz1yopR+jVpv2aQJU23ChHHW/cPO8VDp/tRD1rfPQFuxYpXVqVtDcwNEdOvexU44IaSPrVmzwRq938Juv6Oy3Xnn7Uon8poJeBNlOmzYCAFoFARrC1DGkNuydZPVrVtbvNjgvab2+hsvyzjHmOrfb7D24wsvPmdbtmywdq0+tMsuv8geePAepZ+xl3+aPtM6d+qudfrmux/s62+mWMdObSxn7mCgozz79x1kZcuep2LbRYuW2fsNGysv+dChfeLXUGCYz/bt2x0rHp4hL2ndunXFTyHiNd3atukgR0DefLRlDEDUFbC3mz2SQvloP/twQX16QrqAc0JGgi1ZCOh8xBIykiwxIyjrXIVz2TPPPGVvVnlZ8jUUrKUodz6c4ZF1MF4A+SEPncgmoOPXXxbGo6dELVGceMzwPNLwoNH7rRTab/tBS0U6Ubx4+xq819h69+4rMM13Z5xRxl58+YV4qt2qVeusdat2Aip465Dp5O9fd11F3QMvoODr13/fGjZsKLDKNUQdAAmAYmQTc9NZEimJtnzpKhkZALY2bVtYArRJpwYoRQ0QOKOBtA5ytUeNHmZ79+2wxQvX2Kuvvizj4p577hJvktIGoMQIwKgmvxsd0KRJIytzaumYHNitKN2KFcusUeOGJN7YvgOpAu9gphnTZ1vLlm2tU+fWSgEEZNCp45MefWzcuInWvXtX271nuzVv1tpq164p/UeqKvti1k9zrWOHrtamzQeWmJRmjRs3VdE98ggdQEQEHdOoUUPbtnWPnG9NmzWWLAie3h02fNhIW716rda9YcNGijrXqFnNihcvLBk3auQE6b+PPu4Y6/5G44QNkmk333SrDDSMbYBT02bvaz2Qwz0+/kygs1//PpY3L92JglH/ySc9rVu3D23hb4usSdNGMuhOP/1UyV5AJY4DwFm1atWkz5F36MzSJxc3OqSRcoMMIdIJSGedcDSOHttfc/aaJDdIeS/AuWnTluIFHDDuUUfX4nDAAFm6ZLnVrlM9dg5LTtuxfY/17NlTEZqHH77fBg4YacOGDbHWbZrbaWecEmr4DmTYvLnzrVWrNta5yweSm8yndeu20gXIeOQ7IL5ho9q2asVae+21KjZ2zHh5u5l/zZrv2vkXlrP0Q6F7zcyZM6xZk4724stP2m3I9FufsJFje8Vz5wHXwVEzWfsHp1JyUg4bM2acojWklII3GB+6rknjZnbPPfdZpRuv0ni8Yw56gEwCjCiANsY+dCETA8NkwMB+coSGc0o4xyFR6WsYNjhrwDCkfJKnvmHTeuvVs6+dd975duEFF9kHH7RXJPbZ555UgS/7a+P6XeITdBBG0McffyynKDgKh961FStZ2bLn6LlEjsCUfEiVIcrfqmV7YaV169ZY2w9aC5sQvUPfYTR89llvGz/2a/u4RzfbsXOLtWnV1d5rUMvKnF7SEjNzi2asw6rVK2K6JZz5w8d74B9JGX9MgnqUwcKFi+zZZ160PbtDYSeCPiVHkoTdsy8+/i9ponBjSuhmsn3rLuvXd4iECRsmOYWCuXA4EsKGUB0WK4sF0+KRIFRMB4VMoyAleCIJ/7Zq+YFCixUuKm+NGjUSUCUUyIYF9LKJCRm++OKLSvEgh5LNnTt3TlnqXrSzbctO++jDT42c6zfffN3S0lPllcJ7M2fOL1a7VgPr0/dj2759q9WuFRRI2fKhNVXO5Py2ZesGAaUlS5bZa6++IW92lbfeUNgpAJBEWbl4jvEOYMljoaJYMDiw5lGCJUoUi3kagkXuOW3Md8+ufUZuIZtv796Q/44hsn37bmvTtpEUJfNxaxxl807VGtoAZ50dBLlHJQh9svG/+fo7KeVPe3bXfcGLlCmBgOC++657BVxfeeU1Gz1msK1Zvclefvl1GzjoM/v22+9tYP+R9l7DavGiYIQFdB4xfJS8RITWUKpPPvVoyPtPzLSd2/dIabF+DRvWk2ItWvAEeYoTk0JBDzz21VffWI6ciVa95juWkJjD0tNDn+wd23baxM+/Usj93XerWmJS6BjExvl53q/avAgHjIp69evIS094E1CPwhk2eKz99tvv1vaD5vKEV3u3no0a2z+ENtNDoVzw8g+SgMOrcGKp48VDCBHl/aUftJ3bdwn4ACQwoLxFpedV4gFirfB6rF2/wj5o3UVeqPMrnC3e/GLS9xL6L736tHXu8IlCtM89/5RyNb1eALCEsu7xSVebMvnrkKvcro0EZUh/2ma9PutnpUqXtEceeSh+OJx7A1kP0tngF96Jh2bnjt2KCu3es9Patm0dPBytO9rLrzyvsCtGHKAeXnn1tZdt+fLF9srz79i71d5SZA5BS9hy/doN9uknve2xx56wadNnqD3gM88+pu8xlsm9JtUOfipcOL8tWLDImjZpLoWRlrZfbQwB9QkJnE0RcjwpZIaWHp7mb3Pnzrbhw0aLn+g+hdzxg+WCxyXliPcZPpIC///y7MMF9WmWJuWPc2bVqjX2xCNP2a7tuywxIYclWYIlHZdieJNffOlZHTYWOnAlxtvA+qFzXq/CmkYjJMgleBkAhacZ4I+SxoHCp2mT1qrXePSxB+NFcBjftWrWE5jkfVXfectatGhi5cqXFQikje/OnXvVhYlo3quvviqAd9vttyhFgA+gAq8loJ79TsqB5+sCGDAO0SHnn39e6K2dZLZ7Z6r0D89E9sCL4fCc9JBucMhswfxF1qhRE+s/oLclpWTY7wtWqVtWr96fWOnSJ8b3J6AcjzMOgkkTv9TPtWrVsPSMA9IvAKGFvy2xkSOH28BB/cXnOr01M4CkzydMUUH6Rx93ll5Ta+dDGTZ3zgJr0OB9ybEVK5dYv76DrE+fXtJ/zAP5gP5s0byNVapU2W66+ToV9eKZffed6trDeF3xflO3Nmb0RBs+fKjVrVc7ntPO3pr/62+SoxjjODDOK3e+Pfb4I5aSErrQDR0y2mbMmG0dOraM16thDLAXTzyhtKJ9yDciPA8+dK9kI/PCkAEwAsB4Fp9ly1bY66+/aX379JejBI/7u9WqxiM68BO8g+7m+XjBAZ7QID0z1XLlyGubN28P7z7xeHvyyadt7pxfZRiOGNUnAO1Ya2WvX0A+ALZbt26nCAcRHngEmQ3w5jsiEcuWrrBq1d8WbcE269Zu0jhy58lpjzzygI0ZPdmmTfveOnRsG0mLNduwfovVqlXHXnjxKUUBKAAlzRNvvhu1OO0yEw7aqhWr7dVX37RRI8fIi96rd0/77LMect5xeBWfjRvXW9PGHeyGG6+0u+65VaB+1Lje8UPjMLRwhqLjwBFnn32u9A5OD5oZ3HlXiNgH/bFHnak4zLNa9TfiKdKsO/KEZ3ntR5DT6dKfGFaf9fpUWQPwpBu6RMe7dOmmdCj2Is4t9CG6AKeodM3uVHv33eoyJPGuh/bfabZj2z51vEHXYEgR3cHwhk6A9YrXXCfchjEHdsIxwHjgJ/Bbz0/7yTmHp37ipAmKvuEcwIDhOhxB9eo0k3H16/yfbcyoyfZ21TcsJVeaZRwKefroeiJeRIAw8EPxOEW53nHn/yKJ/9o1xySot8xMgSmYBzAHE1C0Aggg7HJu+TP/5WxVaW2hO8aObbtt4IDhAjy0FLME8jYD4AeMkM4C02I9k4oCkwGWm7doHDv5LvT+BaB17NjZTjv1LLv5lkoC1WxWBA3A/cknnxSDs9GoIieUO3/+Lxqv94R3Tz1jouDm0kuutPsfuFsAkvxR+qNv2LDFqrxRw7p2byOmqlG9ng0ePNDyF6IIa6/lTMmvDUTqBwqILgnkwSFACNv6vIJnKV1hJCIIRCMAV1jt+Y8rqLSNcuedK0vVe+FifKDgAIrkRf8wbbqszj17oX8ued9IzWnfoVkQaLHIA/mh8+f/ZtWr17R+fQdYwUJ5Yvn2odMLQAhvMgJGXUnerxNrbRVODt24cbMKdkqdSD7blfbmm1UF6pcvW2tvv1XN+vb/SNGLEcPHWbnyp0sYAobdU8KYMW6gPetx0803xNtHsm54vr/7bqrVqlXN6tWvZQnpKXZKmVJaXyn0nPlk1J1b9mx78unHpI3DQUhp8mShlAcNGqKIy8FDfnhXqOC3zETVTNSpW0ubn3y6AOoPhrzcSd/b119/ax06tlZ05O23atmYsYPkkeTd8CLeiP79Bopv8HZRRHrjjTcIFISCo9B9wYtCf57zu8LSXoyFJ4514h9G1eYtaxXhIT3nssvP131TJn8vQfPc849Zm9adlVd4yy03ae2hI89HcZMqUf+9mvIEAkRQzHi6UViAnt69+lu+43LZs88+LRq5F5tnAOLhg+nTf5AAx7uYkhx4Ch4imsEzW7ZoJ0/9WWedJmA9cMBQCbvXXn/FFi781R554Bm7+ebKcaNa0a3UVMuTO79ddtkV9uU33ypV58bKobsJeycc9BF6mR84sNdWrFhjtWvVtWHDh6ibjXfNSk8nNBzWDr6DLxDk8CcfirAAT6RD4KkPh9aEqIqDem9Z+NdE7rF/1+GC+sQciZZJgWu6qV6hfZv29uWX39qB1H3y0p1d/myrUaOaPMGH0veLx1F64dCxP7bZdd5kfeBvHCdetMx98K2nHz7wwANK4/ugbUd5uC+/4uI4qCcNCFBfr957Uq61atcQcKVwPBReUgC6x6ZN/VEeQpw27Ee8eJdddon4k/XnfIVaNd+TJ5BwPI4EQvuArNdee01pdOwP92Aif3CGTJv2ozVr3kjec+boffjVfnbRcqtTp5489YfSU23J70Qea9iIkUPE32G+6Tb9x1mKNLRq3cQGDRxm48ZNsPPOKxtxPiVaGqyelCGjo1ChUFTJuJnb0CEjFYlr0rShjAu1Sk7JZUsWr7J33qlmLVs2t7nzZsvIaNGySVz/MXfAc/v2He2k0jhNHpZHE33YulVbveOjj7vb9ddfK6cMIBs9SpF+MIaCA2fvHtY/h4w57r3l5tvkBU9N3SXD4PPPp9iK5eusVu0q8VND0c94sQsWKKz0UlKikPHXVLxCexO5TbcYvL7vN2qgvY5sxYnzysuv6d7x4z+30aNHKn0vI3a6sNdgsbdJKcGZRySoQYMGtv/gTktKCMWxpF+APdDvOD0aNWqmyLE3XPA6NG/SAC0WL14u/UwEnzRKat94NzoX5wtpQOih0HAi0TZv2i7dQZrNXXfdZmPHTFGKCVEYjL9QUJ6idC4wUcVrL1cEnRSayZO/kF4heoFDi7TXCy4oFyLIb74jrzJOy++//1aYBppxyBJ0w/nSod0ndv6FZ9nd995mt1Z+xD6fMsiSEnIJa2A0E7H0TlLIPQy5+vUaa/505/NCYX7PkZJL+/PlV56NNwbxZgReYwFYZ0+o20xCssbWu89niqx5dAtPPU5JMBJrTuQsdKhJiBXPh0NFaUJBeiVpuTlzER2Hnhm2b4+J/kTu2ccffvih6gsxBsFqPA+jixS3GyvfEO9gF+aSoewQriHyTQSKd+AICKmmacKHVd+qq334/dSvbcyoL+ziS8rb/kM75an3GhZSe7mXKESI5qT9oYD9SGmCYxLUZ+qY3iRbuXyV9es3wFauWK1OMDDXVVddYRl0t/kXH5S7WgqlJNrWzTsEGmACgERSUqjSx7vDRvF8O0/hwGM7atQI69ipvYAhz2GjEgYk9EjBBYKI8B6CixxBBA2AEibAKiS3ijDbDTdcp5AhAl5KITl4/Tdv3GI9enwmQYV3EpBBmBQL+ud5C+SpHzCop23ZskkKhLSPs849KRT5HjDbvm23LEAAMooEa5MxkJ8vj7uF0CAbw0NzCE3yTPk7HhO8wwDDZs2b6BqY2YuryC0jBYk2UIStipcorPvw3qKgOnRqruvlicdznZkojxxW83v1G1qFi8oJYMHc/MNTzdh4JwqzU6d28lDwYVwIKzz15HCSp/j6a1Vt1OhBtnLFenvt1So2fGRf5Rl+8/UP1rL1+7ENEqxfPAcASHJR8ayRZ/f666RnBR4BiJK2AXBr+H49a9++jZ15ajl7+JH7450oLDNZADk5JdFKnlAsdnpVhk6AxdCaOPELtV2kO1JCIkZeaI/I2HkuApUUHAQI+aEJ9EdO2CfeGjH0c3mEWrVuFITB27Vt6LC+OgzDPRwDBwxW0RGAnnUknE4+np8hAL+SzuWV/s2btRVfIdgxLHkOBhteIDxNpGe1atlRObmXXlY+KL7JwVP/yqvP2EcffqYibLrNwJuKWO3ea7/+ukBKmrDv1Kk/qGAM8JMjB6cwp9m2LbvlqT/+hGL26KMPS0hh7HkHHuoI8PhRBItnpGTJE+zggTR5yqb98L0KBVEK9eo2srfeft3OPvt0gQ0MprRDGfbSy8/ZqjXLrWbV99T+j4iFt2+D1ijqAvkL2Yc9PlGePNd7OBM+wyihqJJ0oV9/XWiNGzVVXn2uXKH3MSdJJibCd6GDBylNRIkQ7igjBO+mTRtUqI0iKFGySFyYw+u8gzQuQOE/+XO4oN6SzTIOhlazPGvd6nXWu1dfAQ2ihTffdrOUKcaXPMmxg3eItrjsdoMdeUkLXIA7uclEs/CocR3fAc5I+8KZAPAnwkVKzN333CkjHP5ATuC5xRve4L339b63q1bRfj7rrDNi7fEwWnfbkMHDBO7eeOMNa98hAEhAO3oAPkfmYvgSxldKTaylJaAeBwugkFRIoluMD4cUIJfIc/sObZReQ8qNRxIBMMh8xkZqIJ76Rb+tVNcv9JCficF8Z82aYz0/7WXtO7SyyZO/sq++/E5zyJWbnvI0TEgXcN6+Y6vmpdS12Im2RNCmTPlSKTDdP+waDPKkDKV1UNNCGkfXrp0FJsePmyT9B515RpA/G5TqcGOlm+R0YB9//PEn8n5SkEgXICJx7FMK4fHcsw7cG21DS7524SL5rEOHLqo/qlTpekXbcIAA6n9bsNRq1HxDkQccN8hl0miQ66TgYESxJpVuvFaOuz279uo+irHrv1dbxhIGGrxG4TEpowBHQDvyR3o4Kegd/vF8no2MYt3x7B5K36M1woElg6JgfoF6oiB16rxn48bjKAgHaCGT/cPfcMTt358m0Ai/ALiRyxhBRHKIBpAOhC5StCQtw7ZsDjU8F1Y43x566D45ob797mvJQObjEe01a9YpHejxJx6WkcD7SpQ4XsYu76Gwm/eAF3CWvFWlqmrByDsn84A6PRx3HvXCQMVTX6nyVfbAQ3fb7Tc/ZoOHf2wpiflUO/Jpzx7Sx8h6762+actG69zhYxUi4zD0jAf+B/8QoSt9UgnN3d+DjKdmAM85spYUXXhi8aKlojcpnmQNwG+cTcE5AkRoAPXwFk6zkFYcWpUis8EP8AxzJA2IAyqhFZhv7640Gde8D+MWPqQWhbmwbyvdeL2eS6YF+pb6MOGm2InjzJ3IBynMePxJS4ueV4Esatu6m/bhbwt/sS+mTLVmzRpZUo40S7JQ/I8TC3qceebpMe981uGW7gg7UjrkmAT1Oj4oFnLFCxy8vVhiAagFf/T//gl9xUNPX1JdyEUUA7z9unJwg4cnHFGPwsAax4MBICWE2KJlM4FMeUFi/VPZjLRKe++995Sb5UUhCBgAF15+vImkvPgma9GimQS/rD+10gxgEEGE9wCAzLvoJuPRADwwI0eMt159uulaUhVINXjymYdCJXV6DlWPA94uu/wSMSsCgcKiO26/S8yHNwIrmzxBjA689GxsPPqM59DBdG1aFORLL78gwRw9WY3c79q16tvHH/eU5/nAwb0CzihmPKCdu5CSEfr4ehgSBsaTc8opp9rTTz8ZbwmFt4KiRorLyKfGk0whD4Up3p6RsVEQw3j4AKqGDe9nmzbuUF7gkKG9BNJaNGsvg4IOGoQ1EchY5Ai0l156Qak9KP769RtY8eK0ZzR14unQvotycMnDHDSony39fbU8Jfnyh9PfCOeTwoPn8LIrLrbklNzqUCGFmpZgc+dST9HBWrZqrnA4/IXQwsO+cOECecRpSYenhDzTJE4qztxra1evs86deohWLVu9L5oD6hs3aSAB4x0s8B6Qe47CImpEpwwMBNYKYUPIn0gGHVwwXho2aCKakkOMwMcII6cenkS5rl6z1Nq26aKc+osuLhvSb6ZMVTpN9RoUHk+QoqPbk7dgxThCAcA3FIyPGDFK/bJr1a4WP2zDU9kKFT7OHnvsEdEnWgAOcMKwQ4GEsWfaurUbtL/weOCpx9AkjQ1ADvCAjkOGjFDnmVdefcE2bl5nrZu2l2fl4UdC+gRgOhQKjpHB/OXX39rsOTOVt4tBxRigAd4u0gOuuOISW7ZsldWr+57SEADxnoZAD3siYwDApk2b63rSNvwUxm+++UppPqRVYLw4qPJCOADDkT485EgJ+//rcw8b1CdmKq0jhJpTJJMoiGYfJGUmWWZSWFM3Wn1tGJ8DdfcwA5wAPsgRZB7yl7zokJIZgBVK/rOeveWcwFvPHqBT2tVXX64UE9WDrForLyvRm3zH5ZED4KSTStmzzz6rdET0A0Yh95KiSJcZQvWAMwzsYIDvklOCdDGu4z6egwwm4sn+pXvGM88+FTskL1OHFSF/oAHeb9KNAIziK6MeKUGecdKChg0fZGkZ+2z5knUC9UOHDhRIgW60YJ41a57mSfoKcg0DHNlB1BFQj2H+4w8zbdHiBXL2OO+GPRrGglyp8ubbdsGF5bS3cKhQS0PEqnOX9rZ7906NBZ2C/nNj1ttuYrScfjqnY2cqAgkYpjgV58bLL7+od/700xwZO4ApvNMhyrdTxYOkSwJckZeksiLTMC6opxg5cqyiFvXqV4s7bpDN/fuHqDhFlnSGq3xTJTUBoB6D+8aPnySgXLdeTdE30VJs8eKlmidpLXSOo74N/il5fKgPYr3RHXi7Aex40BkbdXU0SsDBhkFGxI6IB6mMpPSRU086qB+ahAz39DxwBXKVTjmkq3AN3yObwBO8B4wwZvQ41XSE1sCZNv/X38XX1G888MA91r//YOkyjBCcYd7Ck7QP+A5DjnED4DnTBWccc8LgJM/+pZdekqHy5htvCQPwd9at/nt1Fclijdg3yotv0dWeee4Ru/PuW+z+u5+zAUO62+YNe2zo0MF65iuvviReducmoHvwwBHCFIzZHYHofz+I7dJLK8THzDNw9sAPeL/psuMts2n4AH07d+modFClenGarYWD3T7/fJIiXPCi0ooy0YVr7aOPesjQLleuvNKxaA5CHUvIW8+wRb+v0F7kfTgloRk/s0fZ00SpKfqGVjgukf9OQ2gKzcBKtKZl3UipA6/Ax2CYPn362U/Tf7EP2jezrVs3KvJNal2Z00rZ/r0Jipw5b+FgDJHIZPEC9PuvLJR169dDXALgkaOVo9bx/6SoSH/wUM7e3fvts559BbSr16iqdksqZIydGhja7I0RMMRbAnNSuc/mw5PAYvM38tIIpeEVh7lYXIAWXlisTwQ7HlFy+8gXJNQDaAo5ZbHTKWOeesa/cvkahYlvqHSdwA3PpBDxm6+nasO0ax+Kq2ZM/1mb5e77btJGTd2dLgW34LdfVXjI+BgbAPO22+6w4sVKqtsDXnGEDcIFgQxIAXySo0ZKBGkQn08cL+9B0aKFxXDuFVWItnELVYXjgTqUts+WL1+qavFtW3dZqMf/AAAgAElEQVSJjhRA+RHsrA2MS9eVkSNH2733hlZPCHKYG/CJ8sQwYMNAT4pYAOb8jbETyiZ3Tl6y19+2UWMH27o1mxVC7D/oE+XR9e412BIS91nlyrfGgdwPP0xVBIdCNRQLmxYP8aWXXiyPKu3FyFnEg0KO4uKlC6xr+0+UQkURkjpQLFyq8O17DepYrjwUXaSEswzI4aOD0uZd1uPjTy1HzmQVzeGtRVDSmQjlj7DAMIGPABVFi5S0valbBZBnzZwvHiBPlBBkxw4fWdFiBTV/FxJU6wOq4SeuQXFR4BOAf4rNmTNLXR4aNKyvImbSCBBERAXgU+5hjQH/dBnCE9bj477i16uuvkheCUK68Hiduu+o6LhLly5K2eIdfPBqYBAx/vPOO8fGjv1cc4THUJ582Euf9OhlxUsUtSeeCPnsAA6UDiANviEnn7aZjA3v4No16+WdomMCz2KdMUoA9YAGQD3dcJgH6XF7Unfa919OtylfTFJxGjy/eXNoKwav40FdsnyFvIKkauGxApDDzxgt7GFk+8aNW616tZrKncZzX/KEEhKmtPPMyMCQ2y7hjBeJgmPmgPKF1ksWr1DUCG8gPA548zMMoukh/1eQ/He77nBBPc6L4HUPQjakX+SQZ1Rh98SQVuaH2Xj6jdfheKoL+ybkK6fIYGV/wCc0IyDqyHUAWRQxMpEcWfirbZt2yoW//vprVPfDdVs3b7MaNerIU08EiL1LtNN5DP5lDwF8SccAkAHgAWmApBDN2q09AvgDHCO/8PSxlwEPyDHAGLVB1J2Q3gAQpMUqY/igXSul5eVIpkf4AUW/APhLl6wU31Z56zUrWDivHdyXEPPUDwupZcnJihh+++0069O7n2peqG36sPvHMlAqVrxS/ItxQzT1/gfulDxkzAF0hV71yECKQXnf9TdcI6BBChq54ugxPPjkpPfrN0h7Cv0HHXCe4OkGWKP/PIUIJwUtRgGeTz31REyWhKJeIte0pkXG8AzkOgYznVvIUccLe/fd9yqqh8cdkD1y+Dhbs3qDcrI9woDHlhSQAgUKKRWDaCb/01YXgy11zz7JKsZPusqBQ6lKKWId33ijio0cMVpROSJvyG86E/FBxxIdBWQiq4h0Kt2Qonk7JFCPwYPHF1CPtxj5FmTXM/LuMu9wmGM4JRV+DWlJXdX6EV2L3ACgErmHr9CJFJS+8OIzMipxEkz9frqiqJdfcande++dKlrmenQAMo59whzwELMGyF6lMbZsaY8++ricSbwH5yJGFiCUfeKd48AleMp5BtFdQHrQzd/Y6pXb7fpKV9g9991ud932pPUd2MXGj/lKNRF4snPlJrIZnKl40jGcAenoD7ocUa/np3fPnj1TRhGRDffgw3+sIU4o9oCDenQ1Opd5EFWj8YKnUnq9GdEWOuaApUI3p0w5XdGrdCTig6HDPuZ+6B328RzpOnQh+gVjTt0Dzz9fYB8djhOUCAr4BBkAr8KD4DdSMDHk2e8hHXuJjAidIbFhgyLav8xbbJ26tNZ+7t1ziKJlV1e8zFIS89uy5YuUBYEe9EwNpVDF6jz97I0jpReOSU89ghwCsmHYLC78IUy0Rdf/RhRXSniA8IqTc8e9Dz54ryx58uU8BIJyB3TgQSScBBMCCBDoLCbjYFOQl45ACgqKQqdMCXEKcAghoWRgKAAWBR5sHgRWKCSJCWYKk2L9lQGpgAdyfgGP5F3ly1fQrrv2Rps4cYK9+MpT8kJi+cFo5JgXKlTEDuxPUM76gw/eL+EIbWA+GJsuMvRGhvEQOKRf4GlCQCPAYGDG7yeTUgCG4HAvPUwH7QnJkn4xedJX8ibs2r1NFeZ33nm39ek9wE47vYzdd9898bQiXwfyLlGCkyZNUccFlAjgH48xBgq0RTnTIQWhGg5L2i1Lm1ZbCH8EIEZRsxYNbOP6bfJyNWpaW96XVSs32IDBn9muHeEEXAwrPDYYK7KCU/fIYJg08Wtbu26lwNi555ZTdwHWmGLVfQf22Pw5i2z4iMGW97jQepRiNWhFcR0e+ozMWBFZOsAjjx3Yl6EOORRdbtu2yXLkyCMByWmt0AGaosi+/PJrCd4ihUuYJeyXkLmowlWhvdWLTygfcNaMX23Q4H4aP4AV/kJoARYQoigGvDAYP4RQCWcePLTfHnroARXgwWNTp063sWPHin78znsAFhij5G/ee/8dNuOHeSr+OvEkAPgTRh4+bdEee/J+S7ScEnp40EOBUE7RAYFLa7D9+/fIKwjQh88wdOALOuTAEyhHUsv85EHWn3GQ4kaOJ/mb4TCYPXbySWVkdPUf0FdRDiJbRKNuu/0mO/3MMrZv7377+uvvJXxRuBQ77d6Wqn2FYOQ5KCAUIHykA8QSTHMhNAq9QmvaA/Lih7A0fZnpBDJaHQguuuh8u/PuO+QBSk09aHny5IjReakK/tjfIR0vSR2kSIeAPhivKDL/hHAyqXQxj8CRkspH+bmHC+o9TcyjOHLKJIbUQ2iMR4XviJKxR9154yHwkIcb0jaCNz6cG8HeBjTTiQO+QBcg++B/HAmAM64ZNnSUXXLpRXb++WUFnPlQo9W7d3978IGH5dlG7iMT2bN4AZFDPBMdgBGMvoB/Sb9AniJHGQ/yEvACEGDsKH14jnZ68KBSzabOsOPyE31Ns1NPPd3OOvMcycV33n1DBjLyBB2iKEJiThXqk4K2fMViu/LqS6x82UsEsJs3b6wiee2vg+mKkuLlrV6DVn2m1oN9+vZSN6dceXKq40nlG2+1++4PPdCR8yEiErrHMSedJfLLIps560dFrCh+PPmk01Q/QF580aIFVSDqYAbaAHagLQY/zwH4h1aMO2z06LHSndWrvxuLToRTmwF+FP/TXxw60dITmUGtA3qB+y64oIIaCwCi5Tn+cZbabT706J1K6WRP4i0HfAHqAWWMC6B04YXnyasrIPbDTEVZHn/8Uel3Ptu2bFe6EF3L4CH08sCB/eUUoZiT9cfwQXd4O2Zog7OENcqbO7/SsQD7+fPnsesrXafmEUMGj7B161dIZmNc+IFTId8aR9BByTN4i795H3tAJbIVAExHmu++/0odiBhL6VJlwpkNlq7OXTNnztU68Td0P3zOfX7yK1iB3+EpHGm+1oyFCCfvWbt2tVJN8NAzDvRqaAm9WqAb3oD2+1OTrcTxBezSyy+0erVaW9Xqz9lH3XpJtzJ2xhQOn8qQTofvSSn5+edfbfDgoZYzR+5wyGBipnQUZwPwYcy+r3GyAsSpQ3QjnWfec/d9MmZo9Uz0HgcKKa9youwPxjxRFsbNHClWZS7gMNYOeYHshtZ06AGDMRZAOdcQJUJPo+fYo9APnHTBBeVlJJClgZELNihYsLD0DAW0jz/+cOygStJ3d8qhhDEBzbmvdOmTrVHDVtazVxc7rkAe27B2uzovbd+5yfLmKmobNq6REXD77bfGojWBN3wvk150JD/HJKgn3CrhH7MQ2bxscu8Z/e9ykrxlGEKTdovJyblixQuZdjCNnK18cQ961CtEZTUbHO8JigRGYnNhnfoJY55jCFO6J8orwLMYOVSEe+cAP4GVynMHQIRd8QLD5IQ8uTZ//sLqEEHbzYQkjk5OUDU1hS37D+ySNzdPrqJWpFjuWD5fSP9mnLlz5pEADAcw5BRT8vdwWmy4BoHD9ygUAGHIZY2dOJgYqrIZDzRT7nFmooQxQg0ADJahX29QvkExc78U9AE6MOTVO1g/FCFCoUgRTqDN0EZ1I43vQy79Fgk293R4qhPjzTCKuPLZwYMZZon79F7y1fYf2m779pKrukOpI6EVVoIMI4Ae3tZrK4YiSw/9de0SUlVQqhTmJRwKNKY9Fp/iRY+PKcCDlpIz0TItURsQ0AofJGTmELhGcAHqydNHgGDwMNIgVHPJG8m4du1MtcJFwql0CZZbiicpRzikw9JzWuq+XeEgsdy5ZbiFPNCDcdDDmgJ4ACxsUBQrxVooGwHKjJy6Fg+anzIpvk3BE50p7wHXQJfU/dtDPmAm40sWXZmPF+ryDtYcr344sZUTYfeqgIs5hf7BQbBjWB3YH7pQQW+u9T7VgSdCTjT3QAcEZd48FECZDuyCVuIVPYNiYjyVAI/YgVA5AtDJmZhH/ORzhHfIBdX8EjKUfheicXjkw+FZADuXD9TNcHgd/Ls3dbfym/Pkyy3vMd1v8NQHTyARhnBCKO+CBsyJlrc807tfucL2HHGXS0dSMB/NZx8uqPdcWgC1IpVJIe/YZW1yYpAz/B7WPwBvfucDv7qnL3hAw3cu9/fvC3KZPUMbWfYpe4z7tDaZOSwpOZzmqAJpDnw6GGphcqQAnkL6JfNEDgHwuJeiWY8C+/u5B17m/X6KOLUA8KSnpnhqFvOQkZmWpHM1iIDqyPpDIfefVpAA2JQkjqHPCAZHRpJlpIeuSmnp+23fgV2WN1dhySfN60Cq5Aj9vhnvvtRDlpSM7E1WQR+ga+/enbZ56yYrWfxEFf1nJu6P9QfHMModa1qQBVDKn3exlTy+qB08yOmrh1SvBPAZNJjzV4LeYf+zRshxdz6E9cGIdudU0JMhGhDSqVgjB26Ml+5XACvO9kBXALgC6MOwDoceIpOVOsF8MlIsIXm/DHA37ngOH+YCsArpXHul+yTT0oKxzbiS1aY4FMv6OSOsE2NCzjIWjDVkKrLTec8NUenyhDQZW8iGwCfpsVSpoBfV2CIjQ/Lb+ZLnZBmzITUsnIKaId0TIvbB4MlIN9u3f7dAKlFlarokt41i0HB+TgBmoUAfD7yf/IsecAON76E/wJYPOknNG2JpsWFPhCgCz/TnoTfC6coHLTmxoKVl7LGEpDSztAKWkLJLbbOFBWJRLt+TWXuY7mGkygXDkrkR/WIt/8gDoV4LXvL9BP2hK+/fvy8YrOgT7lWmQEqIeLB23BdkdJp0HXMDL/C97othsIDDQmoMhnnBgpyaHnRKiAzGnhmrweF56Dr2PvfxOwX9fgI9Riv34ujCuUl6GRFA5gKtcVwNHjja+g+km1CmZablUgeqnbu32Z6d6Va4CCc/546vtzeU0GF68NcR9gkdk6D+aCq07Hcf+xQIwiyAYLwHCGw2IKFPWpA9//zLEoII/yVLFsnSJ5yGhyd0MTn255g9wmwKHC0KHC6oP1rjzn5voADyEaDidQkOgHB60MiB0zbx5gIwMGiI+gGySDHBWJExlP3JpsB/KwXoIpgRTjemgPziiy9VZAAHFSmuEz4fFbr8vPxy3BEROhSFnv3unDha5MsG9UeL8tnv/csUkIcvdgx61CLHUif3kyIywmiAfXrxqq/xgw/Gi6/+6ekTf5mw2TdmUyDmwdahW7HOVgcPmP3++1JFcM46+zQV9md/jl0KhAhsSBF1ryajxTNJ3Qm96vE84qnGE8/PFHES3eWTLR+P3bXNHtmRp4C6FKaF7n0cDMl+YW/QgpPoy3H5cyrV01OKPc3II0shy+TofbJB/dGjffab/yIFPN2J230jocAIqSn3ez9FmysUziN0zIbkez/UJqro/uIQsm/LpsA/lgLZnvq//9JG00pDE4QQ+uejtIn161UzQ+0VqWueMuUpNn9/CmTPIJsCf40C0foIT/+hRoSUP1KcaLyglOfcpN+Gon9vFvHX3vj/9q5sUP//lp7ZT/sPUMAL8NwjFbWUlT8bq8lg4/nxzF6s7O1M/wPDzH5FNgX+lhTIBvV/y2WLDxq5SJqh5xO71z6rLoFaqKw8Z+8yRPQz5CmHmoPsTzYF/hsp4GdkBEM4pNSEtJpQE0FNBbjCG7d4yo0bz9npN/+NXJM958OigHfJYGP5BvIiSTYaHWtCYVQ4k4BiIb/naIfGDmvi2TdnU+A/QIFsUP8fIPIRfEVwbKTF20AD2kNTg5CSE20v6kDfnR2h01w2qD+Cy5P96GOcAuwd71tPsXG+fPlDh5+EUEDrNXl+HXsndAgKxblebH+0ppntqT9alM9+71+mQOh+QMFrOJjFu05khZDpLJQjdshIaFfo4WgH93/55dk3ZlPgH06BbFD/915gl4PuSVRnldg5Lzg1ACoOQv7cuSfb6fH3Xvvs0R8+BRyUe01KNNLl+8OxBwazdz5yJ+Lhj+DwnpAN6g+Pftl3HwUKuJJCeXmImWHw9xAe8/z6APz9OxXAqBdXyC3N/mRTIJsC/38KZIP6vzdXeM2R5/p6emL8nIBYH3FAv7ek9XQdj3j+vSmQPfpsChweBfz8AZ7Cz+EclhD9B1NEjeNoQXo0e+DwRvDX784G9X+ddtl3HiUKoJz8TAC3nNlwnmNPf3WUFP16/SRQbdK0kAtHD+TsTzYFsinwP1MgG9T/vTkjq797OO3ZTz31WUV7s3vPcwf3nmv/96ZA9uizKfDXKeD4Ilp/B7ZIyZkccEVGgnCEp675GQTRiNhff/vh3/mPBPXukU0/FA58APiFhcoRDm1KDodk+FHU+lvMoxsOweAwi3CAVBQs+mEGCEWe6eGWrGLM0ELMPSN+OALP8QNVAgOEXqYe1mEZfZzhfeGgCN7n73TAqoMWEsP4nZn0nkPhwC7G5nPzAg4/9MCLOzj8wMOvvDscFpKkMcrqtPTYYV2BbtHUFT/IwT3k0YIszyeLM3dCsg534CPyJtKBJl3tonSYUezkSH+/bxQOfnKL2NNr/HRJhY5jJ7IxNk+tiXa0oVCWw4p8LhpPeqAxxS4cUMJhNGFewfL23sw60CSRw1RCWC1ajOvvY3zcS/W7jIbYwWhuQERD2j4n762vQz3+ND9/Fz2iOQyKE49TUsL663rVBYRDehgvp96qeCchCBkfow664SCfxHDYiufReteLOM8n5Yh7HVwwubfB94rvB18j7yzkB5r5e/161tifFRd+sZ7Z/p3PxenoewwaOfDwSIqP2XnK5+j86vwTLUoSb/mppYcvG/9rn3C0Qb3zR7xgLTP0XI8qUZcPDlBdhuoguOScOthJh6MlYeCHw9M4bInDYjhROcorLjui+8RTWFyeu8fO3wP/u9x3/nZ5zAFqyKiMDDx64TAj5AtjEW0zQx94513t05ijQUAidhCg70kfi+815occDDQIdUPIPObocjnoqKDjoAMfnBryMkouZ3+yKZBNgX8iBf6RoB6BjvACnIUT1jiNDkF4IJwEmBkOLpKgO8jJfeHYXlcagHr+Fk4cC2CQ5/nfXPhzvRsGrnSiRRK8IxQepQt8cVCSn6rqwDereClYfm5gREG8n3zIYQicbsvRxK4Q1OElMQBkPryLufphCPG8yoQAUuXZjqSfeK6ltzyTAuEk99gJju7JcaPEi0OcBg76eDfXuBHAPPPm5kTYNB1RTbFqwcIFQuu0zNB5wZVitLhE9ycEA8UBfdSQCCf+hvWSAo+dPskhKryTFpa0ofJiFj/VEkMi0DTZ1q5fZQWO40TBgqIbpxQGkKjzEqX03GMVBZVuFLnS1VhjBpIrdDdQ3OhygO/rLL6LGWXMwU/C9Ps170yO2A5rxdg4hp2j64PX7aDlyBWMLdbRQaxX6ofnB2PAAQ88GCIX4QRG6M/vjC3KK87rDqq8bsGjIb5n/HeeT+tQxuZGh/gmFghxY8Xf4e+DNm50+P/OC/rdwtpHgVU47Tac6Ed6FTxFizGeSZ9tWo35qX8OYv6JAvs/MadjBdTDP54iwj520Mo+52f+x7CWoyNmQOpQOpwGOZMFpHOmcJiS2ZIlS6xMmdJmiYcsV47j4oWkzmNR49CNT5c7rhs8DB+Vfbzb9QI8Kn0DKE/IIQDPGHAiIVk2bdhq6ekJVvKEIn9wwLgMYb/JeZGQ5RhyueFOHsmXGCgP+zCcRr1mzTodwAfN0HG08eW0bfYVspdnY2wE+ZJ9+t5/Yh9lvyObAkeDAv9IUB/12jpAYaIIuKAAgtDM6o4SjiV3AObA1Asyo15xB3tRj8ifvd5+vb/D/3cQ6oaGKwOONkZYx71RsUNf3DNz6FC6gF3z5i3t1VdftfMvPFfX89ycKbnic3FPLu0bvZ2jv9MVkzOZz9U9Vj4W5uLV3FGP/58BtntsfS7uOVXXhYQMGRp4xTnemRMLS5cubVdddYXlzJ0jdgR06DEfNSbcQHKvrRsWDiLdEIIePBeAd9ppp0lhTZ06VYqbU954TjBmEuPHTqPIULKAwVGjRtj5559vFSpcbHv2pOrkuPPOK2uHDh34g2HiHnLnG/ecA/wdAKOQPXeVd3KUeTimPBTxulHF9dAIxYvSZS5OQw/zRQ0CaMeaLFu2zLp37261a9cWgMHw8Jw+j5IEkBHy/IIHMXS5cBDvhcTc54d2uTHHO/1n51sHUvCXG4sOdKLe9TVr1ljr1q3tgw8+iEedooDIIwVuXDg93PiTgRHrnR3tIBA1NJ22zAW+4Ls5c37RIWM7d+4UfaEnJ/7ddNNNAkUc6579+esUONqg3qNabrBHHQeedud7JxqZgfdDtDHBDqUHwI/hu2LFGuvYsaPVqVPDChY+zjLTw96MRtTcK+79pv33qAxyXeJGBd+5vHQ5K5mZmWaHDmTYjh27JBtKlSppu/fustkz59jSpSvtyacfie+r4NEP+ig4ZIj+7Y/LD5c5LitdJgVZEZxWc+fOje2H3fq9YMGC2g/XXnuNDF1FCVJSZGxrL2bXFP31zZF9ZzYFjnEK/CNB/Z9TB1BS7q0MxQ4B9LgXNupFDUI6eDrdOHDA66kUDthYW/eIO8hzAMrv0ed7kUUouDig8Thodm9P3PuecUjeFPfM8qyVK1dbw4YN7fXXX7dLLrkweNxjhy8FQyUxkioTPO3887nxLubhc4uGjx2wZ3nHAafB288HOjgQi6akeJTD5xFN9+A7lOv27TutR48edvbZZ9rdd98ZG3dor8ZznS7uiQrAMkRaHGQ6LT3vc9euPTZ06FDbtWuXValSRd7uefPmCQA/9thj8bQVlCN0di844wEIjhkzyi64oIKdfvrptmjREmvWrJn169cnNiY85PRqDpEEV7gOhjWWTDyAueJHsUNn8vi5HtDOh/eGot3wHAevHhbnmnjkJLaObkxGw+qse82aNa1Ll07yRgPqneei82K9Qhg+TUarezCjoCAYfcG4ccDuAFoezlg6kwOIKCj3Aroo0F+3bp317dvX3nnnnThICrwSIh388zm68eggKJrO42vt18PLDph8zM6HGG4tW7a2u+66y2655RYB/W+++cbGjBljVatWtbJly1pmZnZLvsPRO0cb1MMH0XQsd6AEAE9qXDh/wuWTG7lZObAh7QVwjcd8xfI1Vq1aNevUuZ0VL1nIUpLyxO4Ncs15jAiQ73OXR1Hd4AZEdA9EHTgu73k3Mmr4sNG2c9d2q1LlNdt3INVmzphja9dstIcevicepfRoFhFEdx54C96oIe36JeyRYGxzLwdItWjRwm6//XYZtdDt+++n2YABA6xWrRpWrlw5nRArI8Vi0dFsUH842yP73mwKHNMU+EeCeqd48HwHIIfHglQG/gG8ChQoYIUKFYoLUs/NxpOLBxiByfd4PRCuCMVNmzbpaGCUh9JAUlIEnkj94Ln8nXuKFCkSz3UGbHEt97qnsUiRQnq/Kw6OHvb87I0bNwoI8l5SSVCwfLZu3W4TJkywK664wk4//ZRY9fUB5WAzH4Q8HstChYpYUkpIC8kCpuFnruM9KDHeCRjmnmLFiokOzAdaMU7oxffMm7FyP/ODPnwPKOO+aIEV1zKenTu3K9WJsfD55JNP7JxzzrE777zd9u9PVUoO8/MP9zE2FCT0ckUKLVxx8y7GxBiWLFlmX3/9tej+/PPP67hzngHIh/6sRf78+QSAPQ2F+3bu3G0FChSS5woaoBznzJ5nHTp0sK7dOlvevLnjdQWeyuFKl/kzN8aNURiN3gAGeB7pIFzDHOAB0q08vYSxci/XMFfGBS/xz8EAc4XmmzZtEHiBftCgVq1a9vHHH1vBgswzy9gIxmsAwEQu+Me7oQfvdwMMOvNOns34uI/3cp17Qbds2WLHH3+8aAi/wif8zN8A7/zMmvNcIktu7DAf1oYxMEe+h0d4D7zBe6CD15cwJr6P0oAxs2Y8J6xLmvjQn8GawqcBsHxvAwcOlqHIBzoy9t69e+tkzIceeghz6ZgWusf64I42qFf6H6VDMcMeGe57BNmMLIXf4CtkE/zjDg54d+/efbZt2xbtf1Ls9u45YO+++651697J8h6Xy3ZuT9VeUtQrOdRc7U89IM96iRLHyyjm+fCVp2DC8/CnR9PcgEeOwruM1fUFMm7Nmg028fPJGuurr72o9yETM9ITrUDB3HoncpB9wN7iw3wkv5NC6hlz5uRX9iB7m/3AuNhjyCfGRsRqxIgR1qVLF93DHt2yZZvkRcmSxe2JJ56Qka1oXSzCmJ1Tf6zvwOzxZVPgr1PgHwnq3eMBaAPITJw40U466STbvHmrkTKABxeABdAkDcMBx2+//WYzZsyQUgBgcQ9hTHKGUSY856yzzrJ169ZIwHLENs/56aefBGgQuICYs88+Wx4SxsF1P//8sy1YsEBAGnCCUAacn3jiifp+ypQpypXne1JBeD/PveGG6/RuFADgbtKkSfboo49KgaC8eO7y5culjHg348VTWfrkksETa0lxzyzP/uKLr6xUqVIC3Xh4wsEK+USHiy66SM9cunSpnnnmmWcqnYV34QVCOTFPxgdtUHLM/8ILL9R8HNQBtgGBfIoXL2lFixS3WbNm2SllTrK77rrDfvnlF4E6vKxuSKHYfvzxRymkyy+/3PbvTbX58+frH+NGgZFmw/vIFR0yfISeCfC79dZbRUsUMONmHl999ZU98MB9Aq2uoNet22Djx4+3++57wKZO/c5OPrmM7d2zz7799lubPHmyjIOixQpL+TL+Rx55RArXPcuMGwV72223CQx4+B7Awdr494wDZV2mTBl5zlD0fN+nTx+77777FCpfuXK57kdZ33jjjRonSr+0ZrUAACAASURBVJc1gQ67du2QMXraaWdYieLHW6tWraxL105WrFgRFdB6egxRl2DkLLHp06eLbwACpUqdYJdeeqn4gfXj/TwXAM46YjDAB4wP2jJPPHv33HOP6ApfwMMABsZHFIT0L/iZMd9www0C0Bs2bLCBAwfaSy+9pLXo1auX3X///TZz5gxbtWqV5gT/Vq5cWcALr+ivv/6qdWUc7AXWlDGQm//0009rLIyBNWC88DH75OKLLxaAmzNnjq1atUb7wL2XjAPD8bzzztMcsj31f10hBJpSpH1I6RpEDA8eMPv996W2b99eO+vs06xAgbyH94J/c3dSSsgTR36FaFRwbKxfv9F++OEHGb18j9xBdvEP/uJa9sKMGTN1TaFCBaxEiROtWNHjrV27dtalawdLy9hnwwaPtTfefE18AqiHT1csW2nTps2wJ5942tIzDkkOsqeQ6/A96YP8Q677nmLPs9/hP2QnuoG9AYgeNHCYzZ37s+3evdNuva2yVahwge3fn2aLFy23e+69Tft08eLFNnMmY92iMfB8ooekArI3kLX9+/e3O++8U3KDfYzcKFXqJLv++ustZ86UuA5gP1BLwverV6+3nj172gUXlNe9yCtFI5JDylF2+s0RZd/sh2dT4KhS4B8J6v1oX/d0kPcLwAQ8XXnllQJqCEkA/HPPPSdhDGjp3LmznXHGGRLMeEEAe4D5t99+W0qkbdu2duqpp9rq1SvtggsuEGgCxPIBpPI+UgEAQc2bNxcIAQj369fPrr32Wt0jED/5a3l38B4BoLgWkAwgByTzHLwvjKF1m5byzoaixeCZBDQy3vfee8/uv/9BAUgAEMZBvrz5rVbdqiH9IaYUAYgoxDZt2ljJEidY3nw57ZprrtGzMAzwfgJqAc4YDj/9NEupHgBSwD2Gz7BhwwTGAG1EEABtn3/+uRQq3iDoNHz4cD3vkUceEr0X/b7Epk2bJmCOErqx8g02fvxYpcmQUuLGFGMHVLI+pM/MnD5TAJF1KF++vJQmcwP0k24za848RS0AtA8++KBAH3QGML744ovWoGF9pSmVLXuOvOrQ7ptvvrMJEyZanTp1pOArVqxop592puYK4K5Xr44VKlxAY+3Tp5dyxRkPQIH3Dxo0SHQGNKoALxaBwfs2btw48QqKtXTpkwUIoBcpIhgBKG/GxdxQ2gBdFDbvveOOO0RTaNK1a1e948qrL1GB3+zZc23lirUyGDp3aS/P24FDqZYjObd4g/UDxHTr1s3OPPNszQnlzRri/atRo4Z484svvrBRo0bZ448/rufzPNYOnuXdPOO1114TOGeNAdB4JaE1a8uYAd8YTcyLOQEWMJCpYRg5cqRAOM/nHwYBcwSoQzfeAy0wWhgrPHP11VdrL7BuXMcasb/gq6ZNG4surD3vZPwAfyIWf047Y//Av/AHa46x4kXSR1Wy/o1ffrRBPYWmSnVJCJ1dSE3ZvXuvZMLaNevt/gfuFaCHdwD5zzzzjOQmfIQML3XiSXbd9VdLBv766wLtIWQ9oH7v3p32TtVaNn7CWEtL22/JOUIx+swZs6xv34HWpXM3W7V6hTzfGLDIbYAycox9Q20Le8P3PPyOgcv+Rf7B63fccZt9/92PSoNBnjz8yP3au4D8X39ZaHXqVtNY8aYXLVpcspF3IDtnz5prjz/xqJwT7Msnn3zSnnrqKe0ZeDsK9HESZNVPxQyhxET75pupGl+VKm9ov2OgKWKZEaufye5+8zfendlDz6bAv6bAPxLUextFFANe4aZNmyrnmdxD9w7jgRk8eLDAcfXq1QV6ENydOnWK5z/jTWzcuLE98MAD8tC8//778trUr19Xgh3Pbfv27QVQEMyATu4BxAN8AMYUEWIIYDw4IFm3dpMANvfhmSanmw8FkSEPO9Nmz55tjRo1tN59PlNaSJ48obNC8J4lC3xROBsMluK6f8H8hco1r9egeui6c4gOPyE9g/Sdhg0ayQPUtNn78pqiSPA0DRkyRHPBeCEaMXz4SBkceHuhIVEGxli3bl0799xz9S7GiUeV+eFJBpRBH0Dz+eefJ0/zwQNpUqbcC2C87vqKNmHCOIFeQD3Php6sBTQjOkFU4IPWgWYUBaPU+Qe4++ijj4IxkDO3cqjxXJEri5cYUA1N+L1vv94KV9euXVOhbObWo8enVr78BYq8QHu81BWvuc4WLlxkDRo0sLFjR9u+/XtlHAEqAbusD+NbtGiRDAGMKMAEz3QPIu8B6AJ677jjLq0RBg4AhHlxD/ez/tD33nvv1TNR9vAfQBewyvgB2oAJOnTQ/m5f6iH78MOP9fe+fXtbocLHWYZRb5EsXgIUs14Yku3bd4wfkoER0qhRI6WisIYYTAAUaAsvQC/SVRhDvXr1BB5YHwDKCy+8oGtYIww98uUZM+9jPoB05gMN+R8gzd5hHtwL3wDgAVQ8n+/gH2gMnQBG7EN4j2cC4vkOvoTGRMuaNGmkn4leMRbWFR5lL4b6kaz2reyT0aNHywCsVKlSvEA4W/D/dQocbVDv3V9wStCmlTUHELdq2UYOkFKlTxDvENVhD2FQIsOJxPGva5fulis3BbMU1O+w/v0G26RJU6zHJ11t586t9sbr1WzsuJGWkRE61Qi0f/+D9e7d3zp17Gbjxo+SkYhs86J29Ah7ukKFCvoHL7Onbr75Zu075AZjQZ7WqVPLdu/aZyNGjNIeeLvqG4qOfvnl1zZn9i9Wt151yS/GhBHi9Uq7du7Rc39bOF8GLvsSQE+tCADe50x0bOHChdayZXD4cD/RZ+iEYTBmzAQ5bYj0ho5BCSGNKDbX7O43f31vZN+ZTYFjnQL/SFCvrn6Jpi4s27fushbN29hll11h99x7h6XkDID00IE0mzlzrn3Qtr116tRFYKpw4YICBgmJmXGwiSee/GI8lgAZvNaPPvqwvge8jRo1Rh5iQCKAD2BKCg6e9+XLVgpkNm3W2E4//VS1GmRcWzfvsBEjxsiTXa1aLWvevKldccVl9vgTD9v+g3tV3EW6SM0ata15i6Z28sknht7miSk0JZQyIpUIhQCgR8ngVScfE0OCFA2EPR/P2yfE27pVOxkRDzx8Z+g6kxmKrugc07lzV+v5aS8BJEAinmF6vZOHPmnil/L8fPhRN0tMzBCwRNmuXrnOGjduajdWuklRCQwQwGJiMoWKIVJAqzUKG1EwAC864SxdstIaNKyrfuuMYdeuVL27SNECVrHi1fKkNWnayMqVO1eeac8jZw6qV9iXJq8YyhyQj8JCmQP+AMisB15vgG6OlFwyCIh4tGzZXKC7Q/sPrXLl6+3a664S4GzYoIkiI4fS9ul9Eyd8qWfUqV1Pxgqe4jlzZ1ndurXl+fc2mfSL5gPYRXnTbpKxkAbDeAAddN1YsmSRPPXQhqhCYnK6umNMmvSljR0z3po2bS56w3+vv/mKCgExitIOZtqCBQtlKPXq1dOKlSD/nnMMkixXjty2fv1ma9umgyIKeAcTEul6dFCRHCIZABL4D8ABr3rdB9EFvOvsA3h68eLf7ZVXXpHRRPQJg2X1qvX26quv22effWonnFhca8D8iHhQANjtow9sxdL19uabVW34iL7qMMK6ffJp8HAClIIXfZrATpOGTfQuolUP/3/svQeUldX1/r+n0bFgwa7YNZZYYu+xl6gxMcZeYgVEpCO9CQjSBcQGKkovgoCo2MGG0gSkqVTpdZg+//V59t0zN/x1yFf0JyFz12INM/fe9z3vObs8+9n77HPbTarv5TObNmy2V18ZYnPnztNGxpWrl1rnp7oqG3TOOeeJoSeAppRCZU+JoNbLlRaL7ST4uuKKyySvvo/GO/+Uvn7ZDOwMoF415blxtkiejRg+ysaMeVNBo6XkFW1+nzF9lnQXG45+YX8ffuQ+9Yb3LmdmM6bNsSZPNLPnX+hnmzats5o1Gti48aOsMCVLMpi5OdumTp2uEi4Iimd6PWsHHri/PfDgvbJ1BKjYDWwBfoM6fTJh6Df/sKH8jo1ELp/s0Mo2bci00aPHiFCoU6eWvk+mcNrXs6xGzYe0j4ds1v333yeZhUVnLGR527Z62p577lnp7SPVH5LuYzfQbT774Qef28iRw5V5UOYOgqYwXZtwu3fvaRdceIZIpfBRETRE8wPfi1P6Kp2B0hnYFWdglwT1fshUlsDXqh/XWvduz9jFF//ZLrv8Yh0+os4KqRk2b94ia9igsbVv31HGHDBFipOayuQ2haQwYSth8S+66CK79NJLirqHwNTCwJAGBsgDOikbOPGEk5UlgN3uP+BFq1y5ohgTDgDBAE+YMNHeGD3WmjZtLgN/41+vE7AH6AKGqYts1bKNNWhYz4444lCxLN5rPaOoew+sJkEHwA9gR6mMl/CcLBAGoI/sAOU3HTs8rRrpq6+5NNEZxztILFiwyOrVbSAgzHPAAgG6qdGke82E8e+IYW3RspllZNAuLkcb2ejwAAO+5x57KaggHd6pc0fLzt2s+WUdAOI8H+nxyy77s5jbRQsXW736tVV7Cvhft3aTAGWVvfaw8847y+rWaayMQ0YZakDzrUw570lNxxkcH0EA18FhAloBrLDZsFSwucuXL9VaXXHFVXbqKaerHGX+gm+VYYEZ7vRUT7vmmisE6nGibVq3V214alqBOtssWrBE2YW2bZ6UYySDcvElF2p9qGON/tjICPNHip+MBAy4yqRS/BCvdevXiE0jqIDxHjZsSNE5CYDZ6dO/sf4vvapMUvfuXe2000+2G274iwAJMgK4mj/vOwUqfZ/tZWywxolXqFBJG/vWrdtkDRs00ZwcfPCBlp2zRQEdh+3wN8pmqFOn1Iy1AdQzVymWpmfIyc0SGxnB0ODBrxf1Aqf2t3btOmr/mV+w1cpVKGtbNmXZl19+Jeaz89NtbdnS1VarVh0bMrS/LVq02B6rVd/GTxhZFExyjy++mKpNre3btJeOATYuufwC6YE6Um3Ns5Ejxmi/B6C+MIX5/8EmTXpfAddeVfaxI486XCU91AgjMxgt5v7DDz+WHBA4obuAuNjrsCsa6/9Xz/R7g/o4pM7bPZpKbwYPGqq1PvbY461MWW/fCoDOzvLSkurVa0rOKFu56W/X+WFyqRw0lSY7X+fxetqXkpm52WrWqGdvv/OmFVi2OpHR4nLSJILVkfZEk0YKlLFV1MLr5IpCPwsk2lwC4rE1yDZgHp1St6m8QpXq9erztED90CEjE91vaui+48ZNtLlzFihYaN++nYgg9ptAFEQXMOwT9g/7w/M9WquGTZgwTkuPjGNvvvxilg14+QXr0+eZBFGUalu35NjHH09WwN2zV6dEpzOfm9jUHqfLloL6/1eaVHqf0hn4fz8DuySop3wlWpqtX7vJWrd6Uj3J77jzn9ooBcOamZllM2bMstat2grMwvJQ8kHNdHqGMxnOunonHF4ARUDJRRd57XKUhRx++JECf6RL2fg0ftxbKtkBYMMsATRPOPF4sawcCEIpzMCBr9v8eQutTp16YpD/etMNdsEF5zhjU5hqS5f+aHXr1BfLD6gHBOHkAPXZ2VvFBjMuWEzGSekNjDIArd2Traxq1X2KOihgxGH227XtKKaUeQiwD/sKkO/apbvSy2PHjrMFC+ZZk6bUL6eIiZo4cZIY5d596LDgGQAAO9kE5o9AAVaYMg8ca1q691vm2ksWLxNDSwbkyqsuVzvJObMXWouWTSw3d6tA/Y8r1li7du3tjDNOt7POPt0a1G9qrVu3tJP/eKKeVcFQTo663njNdLqYethx6r5xrKTLAYEEURs3rhWjTMoeBhrQRw34mWf+SZucn+s30M455wy75M8X2Ny5c61Jk2Y26PUhCiJy8rYKvL7wwkvapEr5CqlwghU66ugwmVQ/7yA6IrVq1UYZEBw0DDNlRwQZ1HoDmgkoCD5gx71NHWtnNvmTzyUHgHpaVlLT//DDDyZaQtKxosA++/QLladQUgSTHwdkISMw9T2691JJ1PXXXy+wg4zl5aYWdbmJPRuk41kDSlqQF2SFTcKAh2XLl2geYdS9FWauWn0+Xru+jR37hqWk5irrlZOVK0ZzQP/X7ZnenWzRwqVWvXotGzL0ZVu8eKnVq9PURo95Xd+vWLGy1oV9AewdaNeqnTJLZLFqPMYmxXyx9RvWbbbez/RTRqfXM11s3YbVlp+bquA4Nydf60Np0tSvvrDOnZ/S+CkpYO2nTPlMgR1ZNMCXH/Tjh5uVvn75DPzeoD66tPiGTj8c7u2337WJb70jXUxN87au2Fzkmzp79I7NoQDXmjVrWlo6p4GzDylddez16jVQ29oNG9fYY7Ua2uDBA63ybmXVanLzxq025g3XVzKjXZ7uYYceerD96/57JVMEn9wHWfP2munSSTJE0qmqB8gXUFLDhvSOT7WxLVuyFayyURZm3hs2TFT5DeU4lG3CvlOy5oG4nwzNRvC2bTroWVauWqGyIkoDo+yM+0z+5Et7deDLDuqtQPrMmmHzmIv7/nVH0eKr602iVS3Xj65tv1w6Sr9ZOgOlM7Azz8AuCeqj/IZUPaf4tWzR1vbYo4rVqVvL9qhS0VItQyUTdBYAmMKEDh0yvKj2d7fdK8kQUh8PeKSeHtYTxpluK7DJBA4YeYA+td/Vqh2hdYa57//Sy/o/Nc28z3fZ/ATwhW1hUxWlIarFv+jPAr1/uf5aO/vsPxXV89MSrVnTFtr0CajH0ZGOLiykM0W+OpPAnteoUcPKla2gFDHlKJRqPFL9ATv99FOLWnEylhUrVoqRJj1dp25tlengIABHANqobQZAwew2bdZIqWcc69dfz7Qn23WwZs0bKwvgLRwL5MDYWEb/fJwsAJEa7aOOribQD7ilgwT10Wz4uva6qwW+YbBoLwfrzVrNnPGNNWvWwv7+95vsyqsutQ7tOys1fe99dyv7QYs4ymFwdNrXkFZOrB2ZkKiph40H1PP86RkFNm/eApX9sDkVMM0cA4h//HG59ejezy6/4hK75JILbNas2f8G6imRojTm008/t5deeskuuvASy87ZKucLWPVSIGfiGTu15zheAqLdKtPuMl0AdcCAl8TawU6Lqa/zmEqb+B7MHE5+yuQvbPDgoRobwQ5Zl45PtdceChwwpU8wlGQtcOIw9bw4oZKsDQdnUbc7fdpMa92mpb7Ha/myVQLodIMBBLNhlqAVQI1Tp86YGn023UXtbt16j2tOeeXnZ9sPPyyzGtUftTfGjLK0tEKB+rycfPvgg09s2NA3rN9z3Wz+PIKBx2zU6EEKuAD1I0a9WtQXG0DGPpWXXhpgvXv2UmaK0q76jeuqkw9zMXv2XOvVs6868nTt1tEmf/qRTf1ihj38UHXNZfnyFW3hwvkK1urVr6P9GqwDc0/2CRlGv7zLUb53+Cg9e2qHfM7vDerVXx6GOXEKNOViZCORVfZjsH8F/YBwITDFnhLYUXL24Ycfyn5UqFhGWcUff1xlQwaPUJkkZSw5uZlW/ZE61qFDWzvhxKNlS8mKdu3SU919OnR80kaNHGsffeQBL9lDgDG2FR0nE0CJmpfE9VcmCdsnu9+/v3S/U+c26nRDoACJUPvxWrZ580ab+NYkmzlzjjVoWFslQwQR7Lkhy0kwgj3D37BXhUCf56pXr47shu/hKZT+ElhjC/v16yubFq2b0WvGcdRR1YoIHcZO+U30vI+Tm3dIQEq/XDoDpTOw087ALgnqARM61TM9xdau3iBQDzg486zT7A8nHq10Kxv7ALB0TznzzDNV00uZBYwmwAHQD2CDecfwRncONhuec85ZWlBAW+/efQWQvZVZGZWrvDfpA5WbULIBC06tJd8DYME6zZxJi8s5AltcF1B3443X67o4K/4tXbrcnmjcXGDtwIP3lUEnGFGtdV6BAD0ZBgIHui+kp/npozDEsOz7719V98JZYNC5XquW7VT7fsqpJytQ4T6AeTZbcp3jjztBDO6MmdO02SstQ+eU2qpV62zgq6/b5i3r7fIr/2wVy++hgAfARs0zQQ3BwUsvDhBYvfGv1yvIWLd2g0Ac92BDGaB++vSv7amO3ezue263Aw+satnZuTZ92jdKHfP87CuAceI5yJoQhMD4Ut5CXfU999yjLAXOmwAB0E62ggCDlHibNm0sJydTpTAvvthf4J71veeeu8T4A2R7dO8rUE/9PmN74onm9njtuqod3++AfSw9taw2UDdo0EgtP2Gx6aRTXN7hPaQJbrgemRjW95ijj9Pzc03khu4wyE6h5Qv4E1z4+hbqc5SyvDzgVa2jyoI6dbLzLzjXjj/+WG3s5tpvT3xX1+nRs1uitz8bRvIFsFFevtetWw9t1OZ7rDkpfjaQcm/moWnTpuomQ+aIzAvXZZMzzwhYhvmsVatWEXgAxM+aNVelaePGjxXIJ6gEZE2Z8oU9/1x/e+75nmLqH330cXtjDKD+O6v9WAMbM3aono8XYOeTT6aor3z3Ll21sblvn36230H7JTZT59u0abNs1co12mDYrXtnmzvvG2vfrrM2CNLFBOBPp5CJb0+wunUfd1lPT5WesbmaErD69esm+u1nq+SCjFbp65fPwM4A6uOkbD9EL0X15dS8Z2SUVYeZsF0AY2wn9pZMKTb8rDMvsOOOP0olmMjVpHc/tEWLvpd8ocNdnu5lVffbS/tqCCZXr1pvb7wx1tavXyuyAWDeuVMXtcplDxXAeNY3M2Rf0CnsPuQC2T+60mzelCl/AvFAp6vWbZrawQdXs3feft/effdtu/OuW+Uj2F+CrSNLie5BdtCNjUwbz8nfaMfLeR50oCKQIOvAPqQ4bGrLlk325ZfTbODAV/Ss2uOTny89IFNKuWPz5k8UnVAeh8Bx/fAtpXtOfrlulH6zdAZ29hnYJUE9D4Wxo5QlaupPP/0MW71mhS1d/p1VKLe7wA3HaAPGo5QG1hZWlE4zqtfMzla/chwGLAqbH/n/SSedUNS/HEdCtxhYI5h4mMPjjz9BIE9jyMsTAAUslytXIXFASBldl1p9rkvHA4AnNcPqL5+eogxD//4v26233mL77rdXojd6mljkOPgEoItTwwnzN8A7Nf+UsQSDEyckYuxhoygTWbb8B4FyjDypW2o7yRoAwghCyF7cfPNfrXzFcgJybM5lnEOGDLIly74XqOc5q1U7VF1iAL44Fkp8eJalSxdbpUq7WWpKupwi16W05OKLL5TjHD/uXfv4k/dVIkQgVK3aUVaxQmVtUIY9Z6MnDBx11qS+YZ+YqzvuuE1lGTwTQI9SH/YSUP4D8AeswtjB2DI+Sj+GDRuhzi5HHFFNc0KwNnr0mwLpZ5x1mq36cbUNHTpSZUIEfdddf7UV5PmBZZTGUP5B+Y6fyuglI9F9hrXiPhMnvqN1IMBhrGQZWH8yQbDIrG3v3r3ENPpJmWy8y1NGhE3KlGBxHUqnqO0nHU8wxvUuvPBiBYU1ajyiufDTaR00u4zmag8EzDzyB6hHHghWWWvWjYCHAAwHTzDB+Ngj8sILL2heAS+k8glO/FCtPFu5cq1Ke9hgTMmaatYL0lSWM37c21anfg1bOH+x9en9nD3ZsZkt+WG59e3zojVv0aDoADEFGHPnCajUfrS2xkbwN27CRFuy9AftMznuuD9oTwVBRvsOrWzL1o32+adTBYDiVFlk5Nxzz7bzzjunKJPFPAPECBQocaNMgr0XOm23tGXfDvmd3xvUo99RjhJ17AS5kCww3NgZbB225Nxzz1Wpo58MmyN9HfjqcCtbjv1EhbK5l116lTKbd99zp1WuXN6+/uobe+31lyV/2I/y5Svb2Weda2+/85bVqlW9KFgni5a5JUtymJWdaXfeebsAOLqKvnNNro/tpxUypTj4D84J+ec/blfGjEPtOPuCfViw97NmzrW77qanfIo6PWEv3QmnSTchP84//9wEEeNtltmX4+U3rvPsA8KnEIgrO5WaKqID0oDAoHbtWkXdzbThOFEqGKdC87fSV+kMlM7ArjkDuySoh32hnpJDTJYuXmE9e/SxK6+8WvXaOXlbbN3qTNv/gKpibuNwIu877mn9devWCHzBAMcJpw52/Hhur9+l9WS+ACYAzdmSjSpxiG4DsTFWBntLlg6JImNAuhVgFhuYfMOop1F1sFRuloAjZR44qpQ0gLwDQfqXewcUZ/S5BjX6jMMPW/LrAMJioyxOCUdIrShOgx7OjBUnsvfeVXSdOGTJT4ilLCbHsnK2+rPkeW0rj75+4xrbuH6rMgGMiQBEzibHT+9l/HFq7377HaBre69pD7QAxalW1tatW2UbNq0X80rfdW9DWmC5+e5EAWaAC8qGWIM4AZJ7xXPznLFpNdRTjJbuwYE13rUCZ+an1Hp5BjXb7A2IDXB5eaYNd6Ts46AWTmUcMOAVOXEAMAdC0V2FMhTKoIIB475x4iUAk/VnDkMG9Cw6kThf8xKpcOQnOhMxvpg71pPr8DmuxfdczsrqOeK8Ah3Ok5qquWF+yRoAdPks9cW8F/IUp+Ky5gRggH+uw3ddVgpUCsWYuIfLpVmKZVgeXZfKEEQU6B5kMZjXrJx1VrF8FcvOyreU9CwBfissY5ZGHXOq5ohnKDoNtNCzYwSTp/3pTGUvCF6Q3ac7d1cWq3qN+y2/MMvyc03PCzvL/CEjoc+xyT30jvd9LRhWoetGoetT6euXzcDvDeqTGWXWNmwtQS2yuWEDrWdXKXOFLfUuN77vSbKXl2arVqNDqeoOVlDgbX39sKlCy8lij06mrVm32ipVqGyVK/vJ4tjrrdmb/SCrPM8QYDe5P74gbFiw3l52s156ii4XdZdJx/5gQ1Nlh7Hh9MMnQ4xOFZrrSOwJoIwOksmzULTwzC56Fj6DzBPUhE7jO6JWns+7TXQ7g01nX0zYXd4LOxO2s5Sp/2V6Ufqt0hn4b5iBXRLU45TELKYWqvyGVo50QqHbSVpGgVl+WUtLx7BzgI/3y440GplCnwAAIABJREFUL6d0RkqTBQzQhJGM+sQIBP7dOLrj4HPuiHIUVAio5uYKpNCikICD930TVwJo6vfconsxbsATYylXroy3fhQ7myrwxGZOXhhvNi/GPbk/Y2STKvcN4MfzAY4B9aSuzzn3dH0XR6je9wQH5v2O+X5GWgUdzAKAFdOTi7MkyEhVZ5a8nBQ/1CmX8p54nvwEQ+rzUNxhwR2bmO4Ur3tOTy2faBVHABLPSqeGFD2rByMZ2vCIgOo0xFQ6XvB+rjpRREAVz8DY+RvfZVNxxfKVFASFI+M5BVwLcq0gz1k89lwQjJQtW1H1/2yUZV2ogYeRhmFu2LCxnLb3Rk8pCnQEhvMKiw7Q8lOMAQLuXPk91jjGSOYDMB1jDSctBk3jKKvNxXFqLCAGuQhmLUB3rHdycMP6xDxFmVDU0TIHUUvL/ZOBAO95vW6KZZT1DcAERA7GHcxHe0D0ykvACi0tI89ysgo1d7n5Gy0trawV5qdbfmGm1o7Wf8WAotAsv8AmT/5Um2bvu/9h22dfD2wXLvxOHTto+XniSceo3Sffpy4+zgLw5y/Q2vGTwJb1ZIwekBCc+Amo2kisILT09Utn4PcG9chXdGoJIiXALcFcaqqTHbHZH/uig+wKE5tCUytZfkF2Uctc5MntYoZAe5n0iiJKouUlLYQpaUxPl7WWXCmA3kqQ6/tn0H3kFbmLmn/sUAQgUdcunS7Mkt3CVitTapBFeWpVnJ+fYilpbs9kw9K83t31np7yAPMtRaRBMO08A3MRY4kAhvu4vXV9CZ/E9/h/BPZxPotaGZcy9b9UNUq/VzoDO/0M7JKgPg41wnjBXnJgDqUIlIIAkpxBdACWbAR3JiYjma2Kcf6nNZEeNBBIuNPBkDMP1FySrqYDzv/yK5xarP22skBZD2ls0unUqvOK9He0iNtV5m/buQgwsCPPF/oXQRY/AUkw73QIoV4fVhI5/e67hdLNm266sahl4G+9mY/1jntEaUIEoaUsJqwvm/E9SCKwzsk2mzt3gcDmMcceYbvvXnFHxGO73w0dS9bLsH0/JZ/brpmTJW7bIwCO4DVkcruDKOEDEUxH0LqtfSCASA6841KRTdjevflusOtxLe+6A8lRDNy3d53S90tn4H9xBkJPIvAN3S8OhD2r90tfO7v/2CVBfbC4/IwTPumiEmA+2RiHQ0hO3/7Sxf61vheGO4x7OLJgVP+T+yTXUQZjwwmk1Gn/1qDpPxnfzvKZZEAQ/2fuCIrIZgTAiOAowMXOMv5fMo4oaYiMSoAUfnrGYcfax0QLvSgvC5CP/lF/nJvrm18BjpTd+D4J7zueXCrwS57tP/nOtiAweU1LQf3vD+oj0EwGwcmgPuxjyG/yZlD+Fu+Hvdz2/f9ERkr6TOjLTxFCxSUyDsxDBwJYRHZhe2OIZ0Mn+H+cAF4K6rc3c6Xv/6/PQOClbUnb/5QU3d787ez+Y5cF9cW1xpSweC1m1FeHwQyDW1xH7MfP/96vZKcRDGIyU7y98SWDtBDk5PKe//X0608pZfKcxkEwwTAHCN4VAH08Z3IQ+1Pytj0ZK+l9rh37OaIkiHugf549ch0LJpW/U/hAEBUbJHfk/tv77k+tf4xle9/9X3j/92bqQzaS53pbUP9T65Bs134qCxt/Ky4N/GWr+XP2I/4egXEA/PA3vrfID84q6RX2Jja2RpCcnH34ZSMv/VbpDPxvzED4t9C1wE87qvs/Z5t2Jv+xS4L6mOAAF8G68vfk1GhsNiquqfe0/H+aJv2t1CNAVjBMjCfGrdrR/4BJTWZhIx0V9dz/62zkthmPbcF6vJ+8cZQ5ixr332rdf8/rbluGsyNjicxQbL7m2gTZwTr64XAObGDrkzd0J5c27MgYSvou4/MuQtGa1OuM/9eD3Ziz3xvUh/2N9Uj+yf+Ro20B/7brnRwEhCMOlntHHXuyjG5bthX3Tc4Why2OPU7bu38wjcmMY6ls/lbWoPS6u9oM/JR+JpNYO4p/dnb/sUuC+kjhh4FNrrGM9GyUoMRix89fo/xgR5UkmVFKHmdysLI9pid5DqKsIZzh9pzKjo5/Z/9+slJvCxwCAAQgTa4P571dwbmGjG9r3CKI3BY0/V/XM7r0IIMBnLl2gBSux7zGxuyfAkD/13v+Xz4fRtmDCj8ZOLnG/v9yrV3xszsDqP8pvYy5DpIiubwmGbgnA/pkfY3//yekSEnrGrYhwHrIM+MK2edeUe4ZviXq+bdHGnHdsN/B7McG19CnXVHuSp+pdAZ+jRlIJmm3zUj/Gvqzs/uPXRLUh1EMp62OKErxF3cBCYCczNAhAL/GRqodFczoLR+AY9sxbg9YhrOLiDUAVbJj2NEx7mrf33ZOg21Gdrx9Yo5kg3aQIUv/rXOQXE7Es/Eim8Xr19gIvO0mv5C/CIp06muh99qny406LmVkJDoG+XkAv+UrdD+C5+hWFJm83/Le/w3X/r1B/U+lsmOtAkgnB4nJZSnJshYETrJjT95E90vXIuwqP7dN7yezhKFPYVvCpmzPfgcJxffj/z/lC37p+Eu/VzoDu/IMBHDnZ7J/C1z4azD1yVm0nc1/7JKgvrgFom++C6AepSsYyqhvRLjj88nv/55CHx16EJwoEUp2Yttj2pPLHqILDoLM/9kw/N8OSnd0bZKdpoBlAmDG/5MDvmRWMILEMBQ7Oo7f6/vJ5Ufx7MnAY3vytb1xc83ovBQlNwF2BLTMu+EUvQq8NSVg0kHb9u6wY+8nZ8LCASSXt+3Y1f/7v/17g/oI/mImk8E5ckIZXEkvygyjpIvPJW9WZb13VL6TiZ9t9zrFe9wjym1i/HF2xfZAPe+zoZwzJXhht3me5E44//1SVvoEpTPw28xA6FsExWED4vft6d/2RrWz+49dEtQHU8hPOr5gIFlI+o3H5qMAHhheThnls7yPw+Cwj9/zxSE9HCvO4Sq8AoRvC0Z/bozJrFbsEQhB/jWYqt9zbn6Ne0d6jmslz1X8/lNlI/9p6vzXGN9vfY2QfcAPJ+fy2n333X/VPQPJ+xG4fgAaAZM0P8gqgiP6/Tvo9/XwQ+F++xe6gT5gIziYi/EwDztq9H/7kf+2d/i9QX1yZjL0E/0LtnrevHlFNpFuXhwMxc+wlawndpysGns5IqCMmvpfY32xEegP9+LF/bknY+TvkCdBKOF/+Bv+JRo4lLSCfHb16tW2//77Sz7xR1w/yKcdLR/6baWn9OqlM/D7zgA2A3+DHoHteHFIXRwO92voP9fcWf3HTgnqcy2H85fk5MtllHGmJcUZFw4KTSvY3omRfugTBnHDhk02Yfw7Osjpln/+DV7emdnUROuz/FSb+NYkHThU89GHLb+Qw5g4tKNQh/Dg4LwmPUWnArKxj8OYEBoYlKi5DvbH22jmFbFJzo6X10l/UdrAgSYcRsJ3+HvZ8pxk6gdS0cu7a6f+Vrf+A7bHXuV1UBYHC3HSqg4QyStjOfnuSMpmFDNWkVpSBiKd8gUOwCpIHNTkPZs5EZXTap0JTVUPaj991098hUHVIVGJw1f4VGzS5Xnj+HbmZdvNpskdGphrPs/hXqFgOkRJhwOl+mmNKX5KrjvaFI1FY4KtTcnykxVzHfzFtbxsw8enmtX0sjqltZiVc4q3wDisy0Ei9+OAl2LmjNNb/eTeyIQ4iPBn8lKQ4ueLrA4nAUetuR+m5eUjyQEk39d105xdo4rE19oPuvHDyHgvO1HH7QfPxAFicYAVaxGMIgfdxKm57tT9CXXia0qa5iCYSDl7HVzmaxoHzsS1oryMw6T4buZmjpYfbQceeKBdcMEFRadScriZHzSVZosXL9VzH3HEEbq3gFUK40jX+8iYZ7g4oQydytPBaQFoikFMahGw18FwSd1vfA4d2HuJmNe4+1pwCFu2HxSmA4c4DC09UY/vpwWzFgS+Zcr5IUNeFuHX4sC3tWs32uZNmXbU0dWk34w75AEgtnLlahs6dKj96U9/0lkWfCYyDVw79qRIa+iB/ttWB/2+HlH7RnasTz2Hv0ULxgDieqhUD9Z0jp5+chKwZ02jjEWMdG6qpaZhe1ze/TP5OpH43Xffs0ULF9v69eu17hAfxx57tF18yfl2yCEH2dr1a2zAS6/ZBRecYyec9AfpAvYCO8cpshUrl0sEBD9v/9x25lm5MuWLzjUJ1r24kUKqTpMdOHCgnXHGGXbKKadorNgW7Ggcarh1S4599dUM+/CDj6324zWtTLm0xInJaYkTrcvaurWbdNjdH085QbZ78fcr7KmnnrLu3bsm7EyBn4Sd2FTOoVbb2p+w1clZMv7GuGNuPQvGAYJ+2JxsZJ7/LWRch9gVFOs/c+GZS7fZjCEjrVyRLYwyhFjD0Me4V7wf95OO22ad+sthdXS8Qq+xOZyai0wgM+Ff3G9xWGG+Tt1FXzkxmkMK8R/IBb/Lzmf4wYwckMczJ5cUSt4Sp5uHPYzsB9+NTmfyRyl5fvpvCqWXaTpkkXlZv3aTLZi/2M4+55SiZhXJ2ZPo7sXYdFij7LD7GtkjHY6Wp/EV3y/U3Q+pjEMhN2/Osrlz5tkZZ54q3+8nnRdofjgkkMMK+fz33y/WCeK77eZZnURjMa2r21A/14BT6/mZm5/j10hquBFVC+hs6Jo+m8sch63NkwyGj+T9eA8M4/7bdRWZ4Xm5F75g44ZMmzdvgZ108vFmqX7IZEn4g/UMX5Dc0CDKkv0wtyCA0Cf3uzzrqlWrJFsHH7KP/OZnn35t8+fPt3vv/6dnu3LAdPkJHOQ+KdZN/juB+cKXMwcxV5Fd5hBEPueHMzop9OqrL+v8n/POO0e6EYA/5IPrBf5DJsB5yMCBB+7vh5+m+DPI3+T4oY/40yAkAMDIlA7r3A783SlBfX4KimpSioLEyZ0FKYmNdZZnqQXby8/7ia681q/faIMHDRfQrlHzIUtNZXIzLC3DgdemDZk2bOgo9c1u0bKJZZT1tGlainfBYYJ8Q5+fvMqCIsCAFRZg2412AUSi7MCNmxuUYFq8zMA36AW4DEZq6fIl9liN5tajV1s74KB9EqeflrXClBxX+jJ7WH7BVo0NYUBw/ZRFFwgBpEI+y8mtGA9XPjdyDnZRNoTShdU9rI4yByClFBSdlBrjjcAlfobRDWcQjGsYR3egfjJq8vzESYyAIqJojFOAfoCtTiUlekvL1viY+xgfRokgQaCVXuq57pjihcAX/Z7q5xMwHhwz/+daxZugi7/LnOIoMAiM1dm23KINb8UO0VsyulPndMqyRafxBjCJeYiTanUyatIhOOHwmccICsuXrZD4jNeZu/MrVHaJz/AKoxKgnKPutRapAHqXLZcvH58HDt4+L+QrMg3xk3utWbPO+vd/2Y488ki77rprHNRnuBzhFLKzc23YsGG2atUaq1WrZhFYRgcIlBgDJ2EyZzyb2MvcLMMAJRtjl0s/EdMdDafBejehYDZx6GEMY/65NmyrA5a8ohOJOdGYFyeEJoNuHL/mgdN5y/sJwxvXb7ERw98QCKxb73HLzc+UXiB/MT+As3fffVeBC+AMp6MgISlwj3UInfjdkfdvOIAdBfXoKLKADseJ1S6frncRcPGZcKrJJZMFBQkZLMgTEcF769ZtsL59+8lp3377LXbYYYdbZmaWffLxFPv444/t4IMPtkeqP2SZmZutc6dudullF9mfL7tIY8jK8iCcU6Sx+8h1SfaP9wIEuj13EBZg0PUrX76lZ8+eCog5pA65djvl2Si+R+D80Yef2dtvv20dOrb1k7R1KnN+4nTssjZj+mxr3bqtvfLqSzptduH8xVa3bl0bMWKEbGjIP0GryKGEbwp753NaHKjG74w9NqMXgYOE3CSXCYWN5iRy/Aljj4CGuQJoxj4XdB8yKZk0iIAi+X5ha4PsCdupeU3PsdwcAgpff0wWgSB2I8gV5i4IFsYUPszH6ieCI2fyM2mQWw4kAfX4l3jusDncd9uyKa6ZDGiZWwURnPy9FVsK6eI+n/e+W7jUnmjc0oYM7V9EUETWJHy5gKfl6/sOkv0eyIVIoQTpwvcCQHvm2IkwPotszZ4911o0b2XDhg+xtIwCHfyGjeS0bOwj98Nude7cxf7+97/bn/50mv6u08oL84RR0LfISnsA46ch43Mi2Atyg3mKgIIgOAA6djeZ/MI/cFp4BG98LnxO2EzuGyQhsj7t61nWqlUbG/jaAD1LgOefwx8R7AfOSN5w7qSSj5V19udw/EO2ddSoUbZm9SZ7tNYDWu8pk6faDz/8YHfcfbNlZ2+1jLRKkh0PWvy09gDboSNRBhoZ+6ysTH0uZDIO5WNtkTsOquzdu7ddfPGFdsklFxUFyOHPQy+YJ+QoOzs/4Vd/tMceeyxhV5xA9QDQfSXriSxpjsHCBWAB7GHJlSQ7Jai3dLPC3EJLLWTCllsOQpSRantX3dsqVK5kBbkO2H/uhXFiAZlUmPpXXn5dilK33mNia5iYOHY+c3O2DR0y0hYt+t5atGxslpovo7lly1ZbuXKlWB4Ws3LliqpxRMi5JunVAPYsPmkeFp6DdIL1wBjx93322UvvFTElAm+eAeCkV4SRxYR12rhxszWs38r6PNvRKlTKsLIZlSQEK1YskUKmFpa3PfasoM8GsA9GIhQtHBBOB2AU9Zn77ru3xgHDAVjm+8uWrZAhr1ChnJ6HsYaRZ3w4Tv4OAIxafz4TkShC6k53nQQW1oASBmenzTZv3qi5Qglh1bkWb/34448qMQJI4rBJTbPWuTn5VqZsqt5jHZkf/pF+jjWI49pZF67DGGP+WCPAP4YAo8e9fRybDbYdIImBpOyEv+22225KzQEeiwGi19367wVKhe+77756Pr7H2LgOQDGem/Xg2T2wYdNpqm3enKm5D4e255676xmYG77H8/EMABXmBpmANS9TxlmiCJKihIzP4Gj2O2AvOVb+z7NzLe6/YcM6jY9rMp88uzMn/uJ5YQjQBZ4BvXr++eftpJNPsKuuukKOhWwUxpIxLlz4nU2YMNGWLV1hNWo+orki64Rz2LrVs0pipNLTxRQxhxFYsM6RnfL/e3aCteR5GBef5/CpyDQEwCNoQQc90CqUfvCMPAqlFjwX8891WEvkLebKf6bYqlXLpYuLFi22tya8q+8/8OC9tttuFSSLEYg5sE+XrjMe/jFGrsn4WXvGh4xwPTf8/95S8TfE17/LpXcY1Ccxdk58FMrxkS1h7fbau7Js6bakSDJbHKRHMOPfffeD1Xm8gTVv3tz+eNpRAs7OGBfY11/NtC5dutjTTz8tG/X0013t2uuutJNOOl76ATDdfbc9bc8qyIkHliXZv2CJkQPGGaA+MoIEucgJdqtXr1522WWXCdRDmnD/1avXSg8A5LvtVsUmf/KpjRs3zrp26yTQnp+LbXFwQtD51dQZ1rVrd+v7bC+rWLmMrVqx0WrWrGlj33wjoS8bBDwYC3qeDODRDfSA+6KfXkbnZECArAC04S/IXEVJ0B577CbbynWwCRF04zdWrFjh2fJy5YpsL34TOxL6G4QC1+Z+XnpUWWPkHugV68q4sEm8IKiyMnOtfDn3Exs3rVXwhh6yVvgi7h0gnDKkAODKbJepaDm5mbZu3RrpY5Uq+1r5chUtKzvTNmxYI5/Hs6Cv+LYoxWA82FpezKUfeueNAhxsOSuLHWUc2Fd8JmPDfkyfNsc6PdXduvdsp3XgGvH8xYSMk3fIF8+OD8Cmcw3sIAARbIENQheQGWVrc/K0BlyX+f3i86+tU6en7aWXXrAKFdMVaJCVxa+wBsj1nDnf2rPPPms33HCDnXjiibb//lUlV8wbvgksgS4zzqpV99H3sNn8jfUIwonx8nlsXIB8/Cp/Z5zICGP1cTqIXr58ueaLuUXu0IfkjFBJ8r3n7lVK1L+wzREYRvDK78wNz8VccW/8AX7U/dVCe+utt2zVynV27323St5SU8rpO1Q9IAt52WlWoWIZyRe/49f5HJ9BBtAl1oC/RxkfPgb9ijlTxiKvUGtLoIVcdezY0a644jKdQo8MIS/MFf6D5+F6zCHPMGvWbAX5jOGhhx4Sbggii3Xgeq5f5STH0pkEMRZVFSU5hp0S1LtB2GqzZ8y1N94YK+Hdb7997dIrLrU/X3qxlS1b8uEdzl46WwQYBdRj/B+v86jKbzwl5czLpk3O5OE0YOoxOKtXbrDPP/9ckw5IQmgPO+wwO+2007RgY8aMthNOOMFOOukkCTZg680335Rg/eMf/yja1ETa58svv7Rbbrm5iBV0RUpJpM6+tw8++MjLePLNDj30UAnpUx172DN92lvV/avYpg05NmvmXPty6uQECK0iJTv33HM1JgQTxjIUwY1LmhzLZ599ZsuWLZMCIDiHHHKIUkQ8D881c+ZMpaYwdBgcjM/pp59uRx99uJR85sxvBOwOOugg+3bufAkoinTqaSfZmWeeKblasmSJffXVV7oHwnjAAQdoXDCe/G3SpEl2zDFH2bHHHls0xnXrNtnEiRPtkksukbDCSMF2fTNrjq6XUSZNcw3g++LzqTIglSpXsKOOOkrPXVgIU5Fi1NZ++umnCUCcYnvsUcXOPvtsO/zww/V8KA735fkYO8/Pe59+OlkGl8+gwIyXsgt34KRwswUqMep8d+DA1+3mm2+2qVO/0DNefvnlUvgpU6bofYwBhuHoo4+2U089VetP4PfZp19IuTGQGMxDDzvYTjsNJjjD5syZo+fCsXz77bcythhQ5vqMM06XEcCoso7IEKBow/pNus5BB+9nF154oQzKurUb7JVXXrGrrrrKps/42pYuXaz1xxFiYJAn5pjnh43mZ3aWn+S6334H2Icfvm/HHXec3fS3670sKZ06txSxkJTmfDV1mtbxyiuvtLPOPkOMKHPHmGBAmA/mENllzZkHmJAIiiJQEvj6+mt9B72KOTv//PO1ruEc0dsAIVrjbxfZF1/4PKJfhxx6kB122CFyYtybZzr++GOVbeClAHT1Jhs+YqhdcMF59tGHU1T+wFpfc80VduZZp+gZwlHgAAk4xo4da8cff7zeGztmgtaK7yxcOF/6WaFCJc3nwQcdamXL/b+p+f9dEP2vUH7DuCFOsIus+9xZbsexJejYjX+/zs4992yBz+QyCU+v8+2CRCmgywLM3Q8/LLFaj9axunXr2xln/8HZwQL8QKp8xYQJE+y8884Ts9qxQ3c788zTrFz5dFu8eLFt3pSlgJ7A9YgjD5XtKMn+IV8A+nfeeUdyduSRhxeVu+D8hwwZZjfd9HfJcN++fe2KK66wc845x4Hf9K9t5oxvLSt7s+29dxXpWOaWHHv//UnWpetTlpO3xcqkV5SdycrZalM++dzef+9jmzTpfbvr7tvsmOMOtz0q728PPvigPfNMT5s2/Su3iRkZsuHca6+99hRgwPZ89NFHskX8Q/fQZcbs2dviA97QHZ4b3f10ypeyPfztwIP2l62YPXu2snUAF3wmvoPPhH6HbyAAmDz5Y9mR66+/vqhMDRsxa9Ys/Z0xYvO4BmPHjmGHqlWrJrsO4TZx4iQ77tgTbf36tfbjyuUqQ0BWli750Q48qKoAGjYPfcYnYfczt2RpnQ888GBbvWaFfffdfIHvA/Y/xC666BKbM+cbm/vtLIFa7BHldOgzPpLnnjx5smwPa4j9O+aYY+TDmaupU6eqBBf/RdYegqlMRjn74ykniQXHx73/3mQRBI/UuFNZPXwG44tXBE2LFy8v8r2sE7acOeY5+AzA87jjjpG9iRJU5nzkyJF2xRVX6dk/+vATe+edSXbvvXerbPDMs0+XHpDFwkbOn7/QRo8erYCRZzj+D8fajTfeaFu2bLJvvpkpPOP4ZZPkBn3Dzn755eciMK+55hrJi5fwfK+g85577tFaffnlV8IFBDf4G9aedePzrN3UqdO1rqw1dpS5QO4OPvjAonIRZazysm3yx5/ZpHc/VNnc3ffcbsefcJSdfurZJerfQQcdkGDPwWqeKcOPYKenT5+u8SP7BJusLz4e8Mv8scZbM3Ptmmv/LH+0ZvUWyeLlV51v33zzjX23YLlV3W8vYUrGv8fuVYRDtmRu0rUJFKtW3d+OOuoIyQ9yDU7i7wTvQeSCjz777AvZFeYVUgGWnuCe606bNk0yxxogA/gn/Ad2a+SIMfKfyCV/wwfuf0BVYQIwBXaFYI95ZwzIchANHuh4p7qfe+2UoN4jx83WoE4j+/rL6WaFqZaTn2MHHXaAtWnTyk47/cQSH8rTTl4CgLK8+soggaN/3vp3pfq8HitfwgJ4eW/SJ1q8Jk0b2qZN62zw4OFayFtuuUWgCyUDnGIsAU+DBw/WJD/yyCMCLziO2rVrS8hIxwK6cRooHQJVu3atohQPAwcszp07Vw7h4IMPtYsuushSLE2CgEGZ+uVM6/d8F6u0W3n7bMo0e23gEDv3vD/ZKaecbFu2ZAsQE0xQEhEb+yKljfBnbsmzwUNel5DyDCgjBhcnhTLj/Ph9wIABElQUkucHICFo1as/LOEF6Lz11tsCqhecf5EiTVLdb7/zlrVr104O+rnnnpNh4LoYUww5hqNNmzaaf2pDeY/UFHPGZ5csWWEtW7S2pk2bal7uvvtuu/6G6xRw8DyfTvlcgPzCi86XI8BosB7j3pxgderUsT+ccIzW5JlnnrGDDjpEz8B8vP/++3KspK5xRt26dZMyEdhgwHkODNhrr71m//rXv2Rsp037SuuEQbvwwvNdrqhlS6QvqSmv/khNu/2OW23u3Nmqnz355FNszJgxCioI4pgH1o5A8L777tN4kZfBg4bavffeK4PD+MeMHa3fGQdz+95778kgcE2cHk6FtcWAsm6AokGDBgkM87uc7zdzbdJ778ih3H7bnarFvfPOO+3uu++UYccg/vD9MnvhhRfspptukqHHAFEzjlFjvBFIfPTRJ3ICGKLrb7jGHQwlLIWpYoI+/niyvTfpA42Dax2fvetDAAAgAElEQVR73NFaU+Qf+cGp4zBYC54F/fjnP6ld9PRmZI5Yd9LJHTp0sGuvvdZOOumPkjfWa+XKFWI5ouwI+fCDqgoE5J5/7kXNLzpC0PPupLdt1qwZ1qhRI+lbp06dxFQB4CN9uviHVda8xRNWq1YtW71qrX3wwSeSizvvvNUOq3aAHFVySRM2okePHjLuyEnbNk8ZWZUTT/qDnXTSCZKlMWPetE0bt1i7du2tTFnPQu2qr1+DqReTnlHWVi1fZY0aPSEHWJhXKKC094F72FOdOtipp/5RjDaBpEqmVNKWp3ppZzWdZaUcZsmSZfb8c/3l2K+86hLbe29n2AgoYUGxf5lZm+RQ27fpbRUrlbUTTjxaQApZHjVyrGS93ZNtdN2S7B8sOXJITTvBLE4XIIV8ATQbNWoq2wXA7d69u+wpgf4HH3xgr7/+ul115XV29DEQIxArX1jWVoLzlda+QxuVH1gBNd+UimTb/G8X2dQvp9tLLw2wZs0b27777WkpBZXsvvvusX/84+/SaZw6Ojbo9SF29dXXSlfRH2wD4AvCgbkAmALysW0nnHC8g3rKKVWqR1Zzlb322iD7ccUq6S7kDn5oyqefyJZ17dpV88l18R2UdWAjsUvYY+zz3/72N/vssynWv39/PTtzEKRBv379pD/nn3+hDRkyRLYW+4O+zZgxQ/OD/SPT27VLTzv00GqaF+w5hAhlGoD9P51xskA87C/+ZML4ifI36H+rVq1st9320P4DdBPiaeSI0fbHP54qnT3zrNPk8/F1kDjcD8IE+4dvZfz4GOwxvgx7jY+hzJCAAXnBD0CY4Iewx6wLARHrNOj1Edag0cMC/9h5ZCIy4/wkuBo6dKSe969//atsLevCvZARZAW/dOmll+o+BHfIGhnz5s1bWv369WVWuPeAAa9Y69Ytrcpeu9mRR1dL1HsT+Ho5GtccNfINEVmnnHqywD2BDT4XnHLaaX8S6cParV232tq3b6c16dKlmwIvxkOA89JLLwnDYJ8Bxaw/6wbZhe9kDphrfBDfb9G8jWwua01ARkCA/IFzvJTV98Ig3/PmLlQmijLPps0aSb73r3rIdvBHdTvggP1kG7QHICVF5WCA+aZNm9t1114vXwNBxLPttnsl4S8AMX5o/brNdtvtNwnwT/7kK611vfo1BfrffecTO+nkY+3CCy8WSTZ+/HjNP+sJaYUtwS/yHeSbMYAPFixYYPXq1dN6Ie9k6wjuwURXXH6V9ezVXXaCmvrx49+Sf7/tttskg+gWeAFbAoj//LMvhQ/wy8wpQQn+ifvx//POP0frEgF73bqPSy99X8X2s8Q7LaifN2eB/fOWO8zyqGGmDi/FylfIsNvuvM1qPnr/dvyppzdx3Ch4v2dftC++mCqFz8rabBkZlBB4nV5ubqE2XgGqWrdpbnPmzJRTf6JJI0VrUTcOW9i9e09r17a9LVu+RBukAAIsMICO1C8s8HXXXafIHqPbunVrKTYLHeU3fJ70IMw+ytCz5zNFHRFwNq+++qqNHvmW9X+5l2XlbLHn+r4q4PrAg3cnUmvOtmDcUNwbb7w+kWb1mnIA2KyZ86xz587W+ImGYjF5AUzef/9DKdOdd9xt3Xt0tSOOqCZAyJiYKxxnm9bt7OprrhSIwhCiCAgbQo+jRZFQfgSUKJLnhjUGGKLQRNAYfJwGwQ3vX3311R64pFCnnW2rVq2zxo0bW5MnmgnU33777dagYT0xRTig5ctWqdYMQ/XEE40kyKS6Xn3lNRn2v970F7EYgEIiZLF5lqaomDnHGVFS8sQTT8hxAfJ3372yjO/w4cNt7pwFMp6w/0TFb745Ror9z3/+w2vQ08yyMtl/kGHff7dYc4SjvOfeOxQlM79PPvmk7oVhIxJn3nEMzE+durXEci9a+L09+uijGgPy8NbE8WIh/3LdX23osMH6PAaYwANDzVhYn44dnpZsrVy1Qvdp2LChAjrmhrn49NPP7enOXQVoAb8AAIDI32++SUYI5pJrw76xVoD5li1bWrNmzcQORdkDjqN9+/b24EP3J+QoS+U3UVMMyzN8+EgB4zp1a+t7AOqWLdpai5bNxDbFvg6YB/Sj/ZMdrdrhztgwp3yHcQNucOoNGjSwwgJ3ZJ9/8anGxyYjHC1zE2MD3AGkJ771jkockD02Ty5btsReffU1BUZkgHCQ6ByZHlgkQCCgHgdCqcY+e1eV8SW4Zl0ofyBoYXysG/KEQyUYx+ECXNq07ijj3aHjk0X134CHZk1byNHuWaX8rornXZd2cKNs1KgChL6ZPsduvfVOy8vOk45SYlFhzzJ2xx232b/uv9s38LFxs5CDm8ok9gj5oWWxUQxZYf8IQR4OluwRAS5OGzBx7HFHCgTsve+etnjx99a+TV/LKJNinTq3SQQKBTb1y6+lAy+/0t+2ZmaXaP+uuvoKO+uss2RD//rXGwQwY8Mc4KdZ0zbWsFF9AdoePRygnXDCSdLZaocdYffce5ccMKUWK1euVW00n+3Zq6tlZm0QqFetfKpvipv9zTxr1qyFjRg5RPL57ezF9sAD/7Jaj9WUXvKCfHrl5YHauN6mbQvpNvYH/QWUMl9kFwi4Vyxfac1bNNWGQGwZOkX2bcqUL6zL093syfatBUjxq5BP+LI3Ro8VSQLQwOa0bNVc/i9qj9HvHj16WaennlYmlXtjt8lQYFcJLpivJk2aCCzhnxib36dA/oeAB2D9aK1HrE3r9gr66tevq8yjiIchI23E8LHW85mOAkPYOgIRxnP1VdcKcLdo0UpgXwFSmpfX9urZ1776apo9/3w/q7wbTSmyZUfR6T59+ghUMRbGBFDlhT3GRpKNePjhh+WP8Xd8h6wBoB7bjw245pqrFPAvWrjU6tdrbMNHDiiqVQ923vUmRcEQ+KF1m5ZFGR58HiCOzaL/vOU2+Sz3sRd43XRBgXwvgLVVyzZ2+BGHqKSM30ePHmmWkiMdYQ2xi2TmWTu+gw8APOKLKXUlU/Thhx9bgwaNLD/PqxU++eQTrRf1+cglZA1ycuuttwq0A4bxMWAACJZTTzld5A+v3Dxnx/HjBH0//rjc2j/ZSWsNWVVo+QpgRo4cbi1atJCP94YXhb4xOM+zrazb0GGvW35hlq1cvqFk/bvqKvvL9deqqsKbd/ger4ULfxAZyDiiVOzraVOV6Ue3CahGjRphy5autMfr1JAtGT/uPTHgNR990N544w0bPGi0Pf9CD9tnn6qWk11gn3/+pfxiixbN7IILz5EfXrZspXwHvgq2nMoMrgGe8GwiZdPrFSBXrrS7AiR0/4ILz7NzzjlLPgKdBPcgw8gauA5sxBwxTkA/tgRsQgYKXEIAC9YqU9Zr7wm+Oz7VXhiSAJC1I8ihiqCk104J6hGG+bMX2IP3VbdNG7OVYoPZ2K1KJbv9rtvtwYfuKvGh1Dkl0SmAiPaF5wfIIcDUYwgAa57CKLBNm7baxx99qjrjBg1r2/jxY2zs2AkycDgcPoeyYjxQFCLUk078o7Vt21bAE+PDgrBwMCoYtwcfuk8/UTgWyZmk4hrpDRu2yNgAZB5++EHf3JpohUYpRv26LezV1/ra5sxN9mj1etauXUc74cQjNQfU11MLDXBeumyxhJnF9veyldKdOP4DgfEXX+rn3UgSHUJ4RoAvPwG1TZs+kWDLvJsJtWoY+O8W/SAmauSo4VL4bt26yJCgJBjnfs/2F8gHuKNQgEbYclKagK99q+4tcIUQd+36tEAXxj/q8HlGGM+GDRrrbw89/ID16tVDIA2hXf3jpiImD7YKoA1QHTt2nM2Z/a09/MiDUmwYIBSKTA6fIboltQlYJwL2yPdou+OOOxJBVb5Ykz69X9CYUNgqe1E/5+ONjhXa6JfChrcCW/zDcqtevbrGd+hhBwo4jhg+Tk6AORQLls5ncxTdIwsDX3tJkT11srAKOBLGRDqeiJtnYUMPrAigINge5BEmsMkTrWSoqRHlev369S0CP8jJ8qWrZdyQRQICGOnefXqp+wfGlEAVJ8LaMAewF7AxyIxvvvWzG1asWKm6TRiGG274i2+Go+1U4lAoGE7uv3z5j9aoUQOt/1tvjRcTRYaG+vrYuwLoaNy4ieb1+uuvkTFL3mTItYr2BmzJ0Xs43oGvvWIDBrwk2Yn6UsAgjCvzR6BMJsdZCt8IjM7G9Tt0eFLsP4A8NjIRFAJqGPP++x9ow4eNtjVrVqn7COUP5ctW+rfuFbAuGGUCU1K27Z98WmVSt99xi/ZnIFt0yHm05uPWsWMnO+TQfUtBfQkzkJJBCVeh5WYX2LffzLeH7n/I6OaRks8GxzRL3y1doP7Bh+7RHiZ0SCn2fN/fgB6ELBR1gFDbU+9KhV2ZO3eezZo5W7YHmaBMAvCFDrdt3U1s783/uKFoMyoyXOfxenKS6GpJ9u+H75coGO/SFVD/V5UuaJO+mX2/+Dtr26qTMkUwhNg3GM8jjzzaaj9WR44fFpnnAoxsXL/JhgwepXE+3aWjOqsA5MmKqeOFZdjMGXOsZcvWNnjIQMnn9wtXWs2a1e255/uIeGG8kBqff/aVvf76YOvSpbPsDwEOmcvizf55RTbotddftYoVy+r5RepsyhQL/vbEd63HM50URDE+fCuEV+tWbUUwoZOAL+wF5VHx3Oh3/foNxeBiL7AtAELAIOMDMBFoPP744zZ+3NuybzCb+KTogMX7fK9Hz87a93DySafYrbfdon0OAv2vDbevv55p3Xu0T+z9KqNg/MUX+9t+VQ+QjwGck9lEN6l1Zvx0t4OZ7/dcX5F2hQUQVEtktwFTsLkAeNZGti3RuQywSkaBjDXjhbiDQPBGFL7xkmz6fvvtbXfeebdv+GzZ3kaMelnXic3d/J854HfuNXLkGGVKfXNsTmKzuJcCc+8uT/fQng+yi2SleC3+fpmAb9MmLUWKQCI0b9bSgXg6dfI0PkhXp5/YtEz1AX4UAH7mmX+S7cfGUuXAvG/ZTBlHvoIaiJOX+r8gn7lxw2bhA9hjyEzAPaQbmOX+++/XukU7VWwfJCa+44EHHhCJBaEE1kHnuF6VKnuIwFO2lSAy3zsRecY7XfLNsw0Z+poaFfzw3fIS9Y9giowaZdZbszOl8+whW758lXXt0l1+G8KPLAhBPaXZETiiE2Sqa9d9RIHAm2Pfta+/nm4NGtaS7H3y8VTr069zUSnTgvmLFNS98OJzdtBB+0lfVq7wzC3YAn8wfvyb8ufYDOYD3QXUA97Zq4NcIjeX/PkiEZxkR5AFAmbkgjUhI4D/JBjatHmd5I4MEjoFuH+mVx+x/hC1RgBXSOfGDSLCylcoa7D1ZBor715JTUL+60A9hm/T2kzr0LazffD+FIEghOSIY6pZoyaN7MSTjtqOU/XuNywANfOU36D81NTD0JcpU+HfQP2QwSPEgDRoUMeGDX/N5s1bZM2aNREgjjZ5G9ZttH79nleNJKwBrAMKARAg8oa1YCFJQbZq3UyLgYEEHKvTQVGrPZR7g8AW6ee//OUvRRvvcE4LFs23Rx95wp5/sZutXrvKGtVvZS+//KpVqsxOepjMNG04AxCOGDlMwQfjZH543jXrVtu4Me/aN7NnWsuWzb0NYaEDe+8wk6F6vHr16tgrrwzQBhzt7E6jr2uuajuHDhmuyBxm+dtv54hNiRagGzeut/4vDFZAwjPDUAOkiTK5B+UYsOSUkCDEOCCAHmxX1M8CXAGAlOjk5RZoE+aIEcNkBGGKVyxbo/uz8YSyHQxhMLcEBHfddZfmlXHDxBbvWvfNyEccWU3Op2PH9lK4yy+/tKiGmgj444++tI8//lApr4MOZg/AIWI6AMWqAS+AGaSOL80WLvhBqb1Bg15TSp/auuHD3pSTQOF9bN4CMToatG7zhBh00qOffDJFABVAT8qQNOY+++wvg0rpD8FhlE7xHCh6h/bd7PTTT5XMTJ8x1dq1a6MSBbUJy822tau3aoPUIQcfJvYKxzpq9LBEizffb8C9ccwwT7AC7D0gK6C5MjZnZdiyJcutT59nxU4jh9GliQ4dAChknlpoxoSDBMDz3HPnLtCYYjMUyrjqx9X23HMv2CGHHKbuJBHoqCNOdrYCAzIrBJUbN2QJMMC4TZ7ysfXt2zuxIcg7ELHJjHvi+NEv5CBawqlVrfnGKJjJp57qIODFPARbBlND5gf2hTKNEcNHiQmsV7+Wbc3ebGXS/fveaYAMz8qiMgoyAB07dLWrr77SLrzoXHWSYo2XLfnRWrd60p54oqlVO3z/UlBfwgxk5W+1srRazSu0LRu3Wvs2He3DDydb5kbPjh536h+sYaO6duxxhwvUsA4C9okuJsWbwbwNbNSPkz0jyFPLSLFVqapXnzLlM4EowA062bNHH7v2usvtrHNP8bKZwnT77rslYmrJEPIqyf4NG+rMHwEAegGjGhsQlyxbbE0bt5N/qFCxnOrekdFq1Y6wWo/WVhnNHnuV9b05nEKdayKJPv5oskA9upWW4i2NvUtJuvZMAXqGDR+kdpILvl1ij9d5zIYNG2TlKnjL2uyteTZl8hc2aNAQ6R6gjH/s7YoNhcWdhtK0P6xSpXIiebTHR7o8zubP+85atW2QqNGlb2iKzZkz3xo3aqKAFWD7zezpKnONNrzq971mvfwf5aKU2AGI6fgBcYWdxw9RWoAtGfT6MJEB2NTILkammrl/+JH71MnovHMvsOv+cpUCBwiZCeNhsxdZ/UbVvdtNChvYVwuYU3Jz1ZXX6H6sCS1MkR2ea8KEdwxwVq9+bS9nyUlRwFGjRg2RD9hagg7sL7IVG3AZEzYWthQShCwCQVK6OrSYSlxefrm/bDfPPHfOImvevLUNHTagqFNXyK43lciUrZ0xY7bmD9lDVkVupEGmpMrWdOvaS1npc849Q0FegPrmzVqrBAf7wjXIDA4fMdhoHOAdw1IEbvFP+HKCW0ppGBv+gudavPQH++C9yQqGAPVkHMigf/TRBwp61Mgjt0D7uHhWwDlAE1tM0EW5ElmJWK8gnAoK81SCyZpCrFECyucB1PhPMsAnnnyC7gU7H53e2PeCfPNcPAtMPd2dSta/Udanb08RsGKm01xOIWOnT/vGpnz6kfY4wNZXq3ao/eEPfxCWAjyjE/iXR2s/qEB2wvj3bfr0mVa3Xg3hlNmzvrdGTR9R4IF/X7pkuTarkjkvVy5dwfjqlZvkNwl0KG1CfubP/1aYwwO4LIH6F154yfbdZz/hG0A9ZTPMHfsAyWwFiQU2QDdjQ+2WzHUKIr2rXC2VhhNwIicHHnCwpZDBS7Tp5HuUpt17353CR2pvar65++deOyVT7+lfjzCZUMAxTB7KDOP7n3SfiHaIsNqAm61ZWxTtRA1n9HGFnaZUgkgM5pi68lGjRyhCD5CGYJOmgyUgkrr44vNt6tSvlS588MHqYo27d3/a1q1fJSB97z0PiUk5+5wzBSoBJDLiiXZMG9dvlRAQ5SJQRU4tI0PC2rBBM42ZyKxOndoqdQAMRn/1tWs2K+pc9N0CpdV8s423bSOynTDuXbE4GFqiP4wyzwDzgOGiRpnUEo4LhQimh/fZdLn4BwKcBuq+QPTeuDGpOa8low/0wFeGKJ2MMaHGDiYaBpjPwuy/PfED1XmiaNSlXnrZJXKMsXFr2tdzxXRFH2ZAPSUwzuhk248rNtjTT3eyK678s1166SWaN0A9DBBRN5kQMh2w1DDaYagRcgA0WQUMAYEBjgany/hwPkTFpN6YF4wi9eqwK9wbp88zwox4B5hUpWBRPDZeks7esnWzvTPxA8kJDoaxJTtVrn/UUdWKOu/QCYJabNb1zTfHa95qP/6wjRs30Sa9+751697FKlQoI+OFTK5YsVrpfQKmtWtXa16e6d1TCs0a81xLl6zRWGHXqx1+qIzz2LFvFAWyjJsgC3YFx0tNJEEoDs47FPjeBlLbT3XsLHaBOl10AxABw8ozIQ/IGYAYB8n8MVdkTErSjyuuukRG2DvvpMo5cn8MKFmTI486RKUWlB1Qb81asnlJJXFlvA89BrFb1x7Se1oV6hSF/Fw5tGVLVnmdZblyckjRfSRK5WCGSJ8SUBJ4Dxk6SHNJcCbGvyBXNZrRpQIGjSD70j9frv0llBkQSJx3/lnSXe5F0P9E4+ZKiR9x5IGloL6EGYg2esGKYseRI+q3YQBxggRhsZmaEii1Uky0qGV9uAbdPgiOYawmT/5Uvd6VmUzD1nkAj5zCIsO2omfsjSHDA2t//gVnJ9XCL7fGjZpJ3lLTCkq0fzD1lLNRJ4vtIMBTL+6UFJs9e5Y1bNhERA5lddh+bAy2CMdMgH3s8UcIkFJesnbNRpU68OzsI1D9daIEzIPKDIEOSgAgU/gb3TEaNKhnY8aO9BaYqalGlzaYekrPyJziF9lfgvz7uSpebgrpgg05+eQT9d3Q9ZysfJs06UP5rD59u8ueOEAp0EZGMna9e/ew2XNmKJAvSb8vvfxCgek+fZ6z0049U6UGPXp2sU6d2ov8Gf/mOyXaxyp77ms9e3a3K6+6VFkQXvhr9j2QgWnWsp6fZZJou/vKKwPlKy+/7ErpqfuFS/V+lDKQCWEOHagXyC+xhuyfgsXHXuO/k9sjxiFfZJ3x15SRUOoD2x/ZeYAbQPjuu+61adNm6B7DRwzUmJO7vUSmHVtLJpOuYgDlKEGEgABowywDGLG52C3e5zoEScgPuIASLjLKyAt2U13J1LEuP9GO2v0bgQs+iKw0wSw6BG4gS0G5KIAd/QDAI5cQQQDh5UuW67r4Ku7POMBW7J2g+qBL985q2BBkGfPMfGKLGQNl3dhVdIK/EzAxfuYOWYiWxcwR9yeDDahHD3iBE0rCHwsWePkwAWEQNZ6t2qzACeKIdUenIIrw4ZBjEI0Ek/h1fCLjgyEHYBPMA/iFZ5rUS5AC6fLv+DaqEggiaLO9dPHKorJh7BS6RgDD2kcXJghB7klQzdyFHyKTQQkz5Xsw/cwTc4Z8QbRBrGVudr8KViGzBbYEq/Fd9nxYmpeHelbyx6IuP+g36xXNJP7rQH0sJg8RLx7KI8eSd/96WztP17L4GHyu8+ijNQROSRHRRzY2yo4ePUYbkRrUb6TaKerhWEAAb6T0qUtDGdmwc/jhhxQ5+UsvvVxC9Nhjj6o11xtvjLJVKzcoSGjbrrWMkXfaSZQ1pBTY1i15iuhhBxCMaCWF88IIYdwYMyCOGrejjj7C7rrrDhl3gAxsC7XEbOyAnfISG2e7YGa+nbNICgZwZvMMLxQC5UNxSbFhHCkdAmT5ASB5MgY4qTPPOFslDYB6lJaoGnCjDVFrV9lrrw6VcaLkgetgPLkWa0O9/4D+AyX8dP3BuMGGM36+zziomyT9ROqa+aX8Zty4sQkGJcVW/rhRgB82Bpbd69I22ztvv68Nl7Ueqy7lRdGo4fQ2ljkymvwdhwZzgOPF+GO0GBssMazP0Ucfq79F+y5YbMAvAU2AepgVWiNSisTzAQwB3wRNM6fPlXJGPavvk8hSdgajccstf1MdNwDm+utvVC0xBob6Pdbt+Rd626hRb9gbo8dpI9QRRx6svuo4boLF7t2e0fXZaAeIoZSEjW9hUDhQg7ljjXNysxR0MZ/IAM+0cWOmgggMPJkjHB4gl3/ItB9e5fWE3Ic9A9dff92/lQQwXv4hp+wTwAijQ+gHrGJJ+nHEUYcoKPINZN6JCefDhiKcWUpqrrJCb7/9rvV79nkBCEq2KAsC1KellFOqGmNKd4dWrVvIODJuutEMGDBQLAoMBgEBDggw55m5TZpX1pLSJjJHyPF33y0U0xKBgR8y4oegwJ5xnXPPOV+1+k8+Cft/g2osCawBApTvBZN2WLX9SkF9CTOAvkaf8ACbyBv/Vx/tRI/uyHCFsyq6JEwVB7ikur0noEcv0B2IlxNO9H1CEcRxAA9lg8gIWZtOT3UtWj/qjLkn9cfNmiK3LZRxK8n+wc5RUsP9sGsPPfSAiBGCW5zxsGEjlJ6HGOA6yCJ2FnsDwXHPPXck2uyZQAOfIaXO9fyQNt+M7nNSqM3ugA4ySrzYEMhBiNTywuSi95TssIGPpgkAaAAouosNOPzwwzSnsbmOzh5sWqTfPCQJZRvoI+xvxw6dZD8hibysbK2uie0iWIBFbNWKTEQJ/u/Ig7XniA3o7HkB+GzYuM4eeOBeMdNTv/Cx/Zx9vPGGvxeBes+CAM63SG9Zy0ZNHlMv9GhLTPkNG3axH8zhZZdfnDgsL0XPDGACuEYWBptDIEkQj11krgBd2CDWk7nCXuN/8dOw01HjTOkJ4I61gYzAD5MloCkB5CLgdNjwV7VOyC1ywfrEHiI+8+STT8kvAfhiXSiBBPhC4uETvfT2Yd0Hm8UzALQhosjAMi729YEHnFhInM9SmKeuT3wPf8fnAZXsKcJ/I2uXXHx5gkxM0/wAfAGN+DgC0XcmThDABMDj3/GJzAFBAHuczr3gXJXWEpTwfcAzzDJYAZ+LLpLdILCADIMoZO7xk3TFSz5cED1mbQimAdVBvJWkf3R/A9eEDUFOWS/AOfNYq1ZtjY05B8+Q8WdeCazZ7EywwnjI9vLsNLBgvDD1+MImzRokDstKl3+n0xRNLMqXz1DQRHkr/gDsgC3gmmSo8VNRQhyBBHsLqZ33PvUXqzSobp368r0QeIyddYJgYzzgudxs96sEZcho2BX2ZkLWla/krajBK0OGDJJtoeQs2q9u78T1nZqpjw2csXkumJmoKfv5SAWm0U8Ko3QHxWDTEoyrHw7ipTkOdjMlbDAEbGIgRYKDYAEAtkwkQBUlQBHpeEMHHWrsOeSE7wGSYZS3Zm1SmuvZZ18Q4IBFVwpOh1hxmpzXjgIkCCJwDABjhJHxELHBhNJOC3DN/RBINvCguIAXxgdgA1wBtNjxz4voGEHn2QDAKCpBAs6JeyLoPAMM+lFHHSNGnY26CCUGk7lF4FEcgoHofkPUjCYrvUIAACAASURBVIGKLAFzwU52asMRZgIdgBN1ltyH6PO99z5Q+Q3OjnugiBiwCC7emvC2xsN1M7duVlRNMORrwkbZNWKnmdPzzz83Ab7zBIRpe8kmSMYK88DzwQ7w3NHiEvCGEWAOyayQEuPFfDAenp06QoIBPsd8qpa9SRPvupGzpegglAULFqnGcPDg1wV6CQjXrPJaS5SWsiIHfT+oxAWZgamHlWcuaX3HOrJ5DINPAIhTpa0Vu+RJm8III5fUndMybZ9991L9IqwExoBxE4RgkDEQH7z/kcti9Yf0zGSgMLoB6jMzc1SehUOCncdovPzyy3JArAm98mGOaKeKzHHta6+9uigTEGcz8BkYf9gOmB/kj/kiYClJPwDnoV/IOjJB/SHOC2Odnb1FQfGMGbO0mZhSqauuvsx79Sb65IdjZvMtBo2uAATkOEaYH1gtDCxBHPPO+Fg7npUTonE+GHuCBebinXcmas1J17LuwdgBGJHp3r37KuCgG1H3bj3VjYlNTzrZz0w6STBTr24DO+bYaqWgvoQZiNImPoJd4Z/qbRP/+Lu34i3rgDXv309oVkvZtDQ5XvSaPtTIW69evaUT6LwHeZRIrLOvv54qe4p9xwZ5+c3VdvbZtN319QPUcwAOxA1tHEuyfw0b1hfRQVBJB4r77rtfY0UP0QUAFwEyZAxAEfvCPz6LL7npphutSpW9NXY+y71wxIBc7Kg2/iYOBET+sIWMDRsJG8pG3nr169iwYUOUdRRDm5uvDfKvDRxkvZ7ppuem5AiS54ILLtL10GVYaQAZwChag0ZNMsE+HbkWLppv559/tmw4ncjmzJ4vtvOZ3t1VgjBw4OAS9ZtMA0w63yXIYsMytfEnn/wH7RNYv3ZLifbxgP0Psr7P9lZNuXeAyZAfJkNAGU3DRo8XyQW+jAC9cuXdZcsFWi+5SHaXNQlQD5kC64leYzsAmoBM1gOfiZ/CXrNOuBnexy7QmQ0CCL+AT2VdY+8OJRb40d1331Mln/PnLRRGqFHzAe0pAwR7qVgxs4qNY/5YH8bLuuAb8L1kXwkqyKIjEwBp1o/xcX/AM5gBPIDc4Icff/wxyQSbdyMY9kOx0rTeyACZBPwvOoFPzM4qFF5gXvFr2Ed+4q+51isDXtA+JQA42ViCiQ8//FABAsHdR5M/kk3Gx/A+32de6RQEiH7qqc7CEQBYdJvnIxOCH2deyHS4blPSm63AAXKqevWaIroYb0n6R5YqGG7ZgURTA0Av60h2PjbKAoyRedaev/H/iRPf0XrxO/OO36UeHnCO/2jesnHiULocBZEEN8OHD1VfeA5PpKU5coadwfdgWyBzlWU+8kjZAa4J0QvoB0Mxd3yeoB6ilrWn3AtiDB/N5xkra7r/vvtoXOFXmTP8OoEX8nnE0cdIrmhNCoZA5lgLyl9D1kpyQDslqI+0CwITzE7UdhWDhZL9KsAEZ4FhZTERLgBFdMXxNAabS3MlyAgmxtsj642K8FEsDDeGg8VE0BEU2A+CBSLWsWPGKQoEiAFKVqxYZj169JYCkVosjjb9QB93cF5vSQRL+yg+gxIANjBWbMwA1GHIGCe71REAQB3fx+FQ3wZAKd59X3z0Nw4g2iGihBgWwCRCx/e8nCVHikwQgXGPTiDMEfWhCO4XX3ifYZSZOjJlArKypDSMlVKoSL9hzLgPhgTmiOvwnHyfOlMMVxxSARuKE8Hw4HgQZgAYARDry0YfHBqOKeogo4MKSnjrrbdoLNR/AmYxjKpfzc/XfWn3yPiJrjFc/B51lCgPRhUn4Id/5MqA4Agx0sgMaWuYLdLndEYh+KJGUiVIOnE3Rc8dqT7WDuCKgmMsmSuMOp1jkCvWC+fNfUiv8TuBzfTp38ixTZ7yvpw37Uphaf5+s7ebAxCzbiNGjJJhYc4xEnSUYB3ZnMT6vvjii+oSxNx5KZcp6GFt48Q6xkdwi2HxTjOmlC16gUwzDuaC9aM7kzIWiXatOA7mivUCXAOcS9IPjE+kphlLlD3RLQA5qFy5vGSDgAc5QM8ITJiD6Nbhx9enKzNDUBu6g+7hHOOMCMAezBfzghwz/jPOOEuOiM+xCRoHTsYCo806M3/BepCqx3GxlqeffoacEjJFByvKx4Jh5jPsGbjlllvt4INLa+pLsr7JveejEw62NhxSgPhkhp7PxcZqSjjYDBYO3U+odMZL3W++mqa1RkbJZgEqyTQBzlgnyh9Yuz/+0bOU6D72gPW77bY71CmnJPsXzDdAiNIPP0CwquwbrDQdRpAj7A6y6W1uT9Y1sdN0H2F8vAAxyNInn3wkNpE6emyL9jEldI3veWeYH1SzjF7CFLZt21r2kc+ik3RPQadr1PCSTWwDthV9xFcQHMAW3nzz3xIBlHcgUXlgLqx9oe/HmgLQmaEs1Mknn2YHHnCogEi/53pb1ap7qXSwJP3GPlLTTZeZwYOHilEEiEULTfYJlGQfqZMfOnSwgi4yh056FWjeKAm89dabNXfMC3YTRp3nRa/JNrO2zFH4MXSd+wG6wu7gWyE1AFH4V8YIsYEvD/IJe42/4D6ATEAymR4IlihXpWMc9hrWlnkhSPj2W28MERlgZZWKmlHkivDD9zAGbDakASVa7u+8RBQmF9LED0/yXvyU3IAxDjjgIK0pHWWwXbz3l79cW2QDqZPH3jFnjBuZQ86QL/wNdpb3tfm8sFDlOfgD5gkcA6kT3W2YV8YBScXfAP2UV0LmAL6RMcgcQDLZeXDF559/KhDPy08bLpTcgQccgHtzAS95zZH9j85H+GOIr5L0j83hHsj6CbmBB3kmCEL20PDSpvv0dBFV4CauyTqDJwjgKPPDP+DzmFfwDjbk1tv/kejwRjvypfLvTz7ZtuhEdQ6Eo1QIYpK5R//BkATt+AfmFfAeTDz7SLBLyCQlNJCazA9zg39lzinFIUDE99DRCtuC32b8jI2/k1FCbqIcEbnChzGO6L6lEu7ERu+fs8E7JagPQBGMT9SdJTM+24tUvATHo2heXIvI0QUk0bs3oYiAN0Cpd0Dx1FawSQiJn/LJRlU24FLX7KUogK5w+l4aFKyUXyMyDTq9FrBY4I6KlKsDPd8xj9DwdwIIFpl+y1yPEgFndcg6+G5qxkF7xpgjd5ReUxlddPzwLXei3AOhBrhx/TgFLjZVoaQYOu4LkORnOEIHiAWJLggO9HzDrysTY0HR+BzjZHwYqagDjdaBfirrWl2XcQCOY+Nw1I5FH2hPaXrAFUdrx7MSrMS8Rj9cromi8hkyBlGiEptTYqMmn4/reDCXLeOKEePFs8SckPLGCfrm11hT/wmoZ0NfyBVrF6fMsqZecuKA2ANRetqu0twzFv4x53RsIMvTpEljHVRDv2bq7/eqUtWycjfoXtTl+phpvZqv5ySrohKyxCavYCIZa8gtdbrxihKH0AF+x9BhnFxGvIwhapo9MPBsVjKzGiyRxqW6fAfrP6UfUWoWY0J2wzjj4MgocFBYpK19Tf0kRGoaw0lSqRAHtSGj3I9OC1w39jHEGOPkV+Yn7IbLbrnEnhLf0Bzp05Bt5KBcOU7CpVUcezpc9hxw+l6UYuaZzgfe0WJXfv0aLS1Zy5i3WOdwSMyz1+b6PqOowef/8V7obegZP3mPbBa6EAffkKkkQ+l7LvxIdcbvQYKvd9gMZMmZXG9nys+ftn9uu13W/dRqbD32Ja4btoTrIGNRZqQOZPSlX7NSOoZc+34Y36cS9tfH6TbaG0G4/rrMVlBmWW1cU913oUMOZJBLb93K33lWbDCAExuDDfeObcWHuDFmdBo2HIaQ7m37Vq2i58PWjntzogL+1wcNSOxpcen+Of3G/7lvcTAb/oI18Pl2m8Lrp+wj93V77ACFeeAn3/PMjNeM+/N5jTyvsK98Fj0NfQ1d5DuQBv68vgk+fLaX2nm2Fl8PYI0TPkNWI7DkOVin5Jp4MEJ8blubmyy/jNlPtI/ThVcLDAPuY56iVIex8uK9kFPvTlZMALrO5Cfmy5+bsRTLtP8NXQJkeg0/B+r5Cbk8J9cIwo01ZZ6T/UXIcrJ/5HP4CeY4cEkyoHTybb3WC5sb/sFlNPCRA290Nrkcj3nfnv6FXXd/6nobNgOZxx/wrMydNucmZCX0Fr0OPBfkcJBWbDaltM8DHz88DFshmbN8+XfWxvWvOAvDNQPjRMlvyG8QEIEHuSZ+n89BovG8sWZcM7BhnLoeVQPMe5xcD1kR/ib0LPxRSf5npwT14bDDuYdCBmjZnkNVDaGMsh/FHQA5DGMYkwCGoZRMaKTliw2NG5Zg9rhuLFA4q5horuNGqawWJhjkMN4hIAFU/JAdB/vxzDyb73b3mlLu50rpQh1KEwYiDBf3DUOWiEn+TfE96HBl8y4qvkGHa4ZCMp7YVJvsdGJ8xd9xh+EBjjvQWBsJeVrxgSehbN671gESTidYuhh/clDCNZgPnikUM57PAyNPSceaRDo7jCFGl+/xLJrPpMDO58A3WYbihyKGk2B8sXYxlnDGESglg4ViRpGAxw89i3snZ5pCDmByYEPo38uBZwUFOeryweZSWpaWq+DzSVDnwaOD2wA6tEiNgJAxh4wwtpi3cGYYUJwY98Zw8Myc0wBgjaApDtsqDjpdzgIAcy/uHetfLMdeWratfoTeco2Qp2CyItCJZ3E2yYGd5CnDDR5zwTrzPdgeQIozuQ5QMLo43TD6oXuuA34gTDgpD/AdZDJfoTs+rx6AhezEvIU+JgcIyaB/ezbov/n9HQX1oechGyE7/J5sh0IfkgOAkINw6qGbybYaW8L6hAwAgMOOhJMMljLWN+r8wz6XZP/C4fIdlwfPFIRjjQ3rYfPCSQdQMYPwcLY3CKRgHZ2wcPvGv9iAG0GmB8yuA26f/ayHIJB8DG5f44VtCB30wODfD6hBf5g/yB1aILJ35OQ/nqhMH2Vl7OGigwnnBuB7vNNIAO3/v35zX56HewVYC51CRyJ4DhCzrX0M3xLrHoRZ6GzIS/j9+Bk+InQyCJzQ1bCVyT4l1jLG4muaXmTPwj/EWjBPYWsCIBZn9VwewubEuOJ5Ys5C1nwt/F+yH+Pz4f9CJwJ7BBmV7Hd4npjneI7wf/HMTkAlSrvYl5QgXliLuFbYYGryscvh/+P6UUoEEZUcECU/s1/LfTmfZ748kCg+RTzWJ8gixwg+Pl7q4lIC/nBiyQlF9xfFe3H8+T2ojPFve78oWYtrJNv4YoxEoOz7KuP5ku+bTDbEOGK9Y875fOh1YKGQr8BUIaPJgV/gJa6XvAZcK/xQvBfl2571yCrKXpbkX3ZKUM8DhKCE8QqgEGCqpIfCKTEp2oXNwSYYV3XjcEOL0QvnHQY5gEooaADK5ElOjkbDGPw7s+eLEs4qFAshiOcJ5YufITxhEBwU+zVI03INBzZZRQAvHF8oKQoahicASghcGMh4zhCuuH8YHK4frGY8A58JxxbGJOYthC6iX/4em4aiDR1MfYwnAJQMXrkMrUcySAynICUp5wFIbCYrcl4piUxHrgdBjDmcbRjgUNq49rZyEgYiGdi5rLhM8C/WXmuQ4qxdZE3C2MV8JF8/FDTWP9nYhRGGCdi0YbNKCL5btET9lgmCUF4x2unltZFOz5Fg6gO0cy/Jv7lxDGPNaZwR2MQ6B7CKeYlUoD9jmQTbXKC5Zh75fsXylYrY1TDAyQ41dIS/bU8//h2keAlEjAX99MxIsUyHo2MdQv4i4+C670aezii+ibk4DRlBFPdUMJebVfSZba+bbKCTDWo8j5470aufEqBkPaGtqObXp3+Xff0aoD7kMAJFJiuY+ZjTkOFkpxtrH/alSM9SPYCUI07zcsUgRGDbQm4EivI8exgdzooCvHRna720zkHGT9k/nj9e2wJzbGTY/rAbYWsCeEHABNuLzMixZyPXgCGuXSzjnilyYBTsewS8/nuQJwnZS5Rvcu8I4CMzyDwyD/yM7IGfru4+hOCecrc3x75le+3Nqcpp6hxUrmwlu/PO28XeZ+dutrIZvjcrmTUOcJXsX8I3h02N4D9AS4CfmMsiEJawX2HfiuxlfiIDVpCYs6R69Qhy4h6xBmFXYy25R5BTYa9i/cMmBogLe5rs4/hb+MgA3NgD1okxiPRL0v/k4CoCq7he2MkgR8I/BhkY2IH7FQeEnq0I5jZsWxAYEVAwztCt5O8LE6R41irWIYKMIj0rcKAcNjqy1DGX2/rO8D/FQW3x2SzxzHE94Y3EOsaemAjIizMMTsj9nP7FWkdAhn/i3qwrgXzoWfj+ANSBYWIsoZ+xzsx/yETIIv5PGCatGHOGjCdXEwReSCYjQ74jqIh1SCaOku0LBBu/h86zzsn2rhjDePYrMo3xHIELwU4lvXZKUJ8ccYdwxsKFYpb0UAiP6ro4fjwB1jThWd5/O3YPhzEJZiECgKh5jMkP8JScQpFyJwAffwc0MdmMV/2HiTAT4LMYzDjjr88klC4EIYA6P2NcycAxAGY4Qn0ucYAIQhiRfih7gNvYkBbzJ2CUVAMYhgGlCafLvEnYEh0aAtjFeMJJhGGNiDf5uQI8hYLqs+kO5INZSQZIEdHq+RLZFd1PrSULBGQjiMFZe/Tv7G4EgclGKdloRGATzjPmMAxyzHcYuWBLuCd/43dlXsp4/eC2Ri7+FsqdDOpRcP4ehi7GQttIGAfYsuzcTIEApQJ1aqCzK8WlI+7Qo9VfOPNwDgI0iRaSMba4bzKILXbMcThbioPkDC8J87l2JiX0LBwTYwnjGobo5/QjjGLyXCmoyPUgjD0JbmidIQ89Qt4CyAQTSCobtlKHyYnFp3OIM21hdLlmyJUcWaI39P/H3ntAV1kt7/+TQhJ6l15FelPsgIJSFLteGzZsIF2KSO+9V0UsoCC9dxCQjiCI9N57DQFCSP+tz+wzh3P5/6/c+40xiOesxQrJOed997vLM888M3s296eus5Ede35zVm0e8ndNJfMcdGJz0da09mniDSHgVif6/SHi/g3eTCqpt7ExfKD/fA2fr0Dg+xnG0Mi6L44xnjaPnbGLc+kIntx00nEsiqKqdZBL61EyEeNx/gKdOq7zKs7939pleGb4FxxMOP9G1M0OMtQTMsEij7NnJM1ILfOQSJjhDJu+DW+pLa3pn/iMlLT0qHRG5tRwJ7h0UTvR2fWBuM371695v0NuPET+Bnl2OMX6Ys4abjs7eiMKZYQ1Pi5Ajp84qil/nOOQK2cepxzHRUloarc+ac9/Wt9GWsADi4j42jOzA0YCb8ZHUuyMOFrpSmwD39NxoY88irivSAOGaqTHY/fUJnoUYiNyJvaY+GeE3sQYwy7rC5uLZgd1fD1nWGhkMDTYOfKeiCntxq5baoZFkI3s2U9rhxWvMAJquGbXNPtoBFdxW1zKidk+a7M5G762mveMlBtPMaXdVz2277r+ciKL2Q9ffkK7wEGLqHF9/u/LGxgzs6HW72Z7bR5zP0rSmjPkPm+OqCPp/3n93Tgx1RfXTSTj2rTJ1h/Xtv7zdXTMATKniv4wEVJtP3t3PDzMbKg9t6/94//mdPs6Q/zd5qBxJGfXXATOntHmjn3WnBWzX4ZV1sfm/IBBOgc90QQ9VRhM8PT/fzIltyWpT6rds4VupM3X87OOTeo9UvL7viqoPaN5nr4qREq10SlVN07uc6TMKQcGtuZYWPt9QdwWQUq1339ffw/8k3sgqaQ+qX1nTrFhtREzU9l8nQTDDyMVfuxIau9DSvz4nfRe9F/B3wMp0wN3LKk3T9RXNbwdCO+fMcz2bOah2u++BP/PuM//9Rp4taZMmJE1R4Rrmofqq574huL4v//l7wF/D6RMD6Q0qfdN4zBx4OaIkyranrxbb6TVo6b6qmYp04N/77v68fvvPX7+1v+ze+COJPU2pJZfaOGXO0XFsRCTb+jLNmTyjClt1LRsm2ezq2+o3dptOWE3RxnsO3fKOP2zocX/9H/XHkhpUm8Y5huutr9B5ME6q9hlIXZfkp/S+Pd3HXdrtx+//+4j6G//P7kH7khSD1kkt1Dz3zwb6izXzfKg/s6DbkbL0oos78o3Xz0ln89yvy1v0De/3spc+qZI2Zj45s2mZPv99/b3wD+5B24HUk//Gy74/rTopG2MtWpl/N1yoU0s+CePYVKe3Y/fSek9/3f9PZCyPXDHknrb8AD422ZZS8VJ2S5P+t1NtbINM7aJwzasJv0OSbsC1VyshJWSd3Gbf23DiW48jI93m4s9m1xu3sSYtBb4v+3vAX8P/F97IKVJ/c2pNvYctomR373VKzx1vQ1TzBn4vz67/3ui1bj8+O2fCf4e+Hv2wB1J6n2B3YiuKcO893dP7zCjZ5VzcFbs0BYLR6fkdGSXtldJC6YuuKtO4tJrQvQocqvP7LuD3Da7+ZW2lBw9/73/6T2Q0qTeqrpY6p4vRhi2W+qhRWDt76bW/9PHMCnP78fvpPSe/7v+HkjZHrhjSb2VhqTEGCcCcqoX//7uhP5mp8TKI1npytuB1FsZRAzulSuReposNZLj4xL1dLrcebJ5j1Cm/b4HmFjli5RdFv67+3vgn9sDKU3qLZfetzKW4Z4JGlbG9MiRI1KoUCEvhli50n/u6CX9yf34nfQ+9F/B3wMp1QN3JKm3kmekp3Cc+LRp06R8+fLy0EMP3TGk3lKJTK3HuGXLlk1rJNtBVCk1qcwoREVFy/LlK2Xjxo0SdY3DOwIkV65cUuuZJ6RUqVLeOrW017fmcUq1239ffw/4e4BcdneSqR52khgoMdEie/YckKioSClW/G7JmDFtsnaTKfOGcQgViDNsjiXClz9/fr3/0aNHZeDAgTJ48OB/w3X/RtmkDY8fv5PWf/5v+3sgJXvgjiT1tnGUjr1w4YLMnz9fypUrJ/fdd5/ngCUOQRA97EOV+wTqp4fowTac5slBQJzEp8bBc7qdqUZ2MISdQMY9zPjYAUEcGhAcGKrGUQ1UENeL0QN++Lt+Lo4DSNwhDlQbsOvoifUJGFV3NLKdOsdBCXaoS6CESmJirHC4CQdqXbxwVXr16iO1a78h9z9wn77nlCx3AAsvdyy0OyGWw1lsky3vac34wFT6OQ4+iI2NdicfJgZLvPZRrB7CQduvR8VJovC+y5H33eRKChDGlxd/X7FilXz77bfSpk0bKVOmjBw8eFgWLlwoO3fslgEDBkhwKtKG3GFc9D19q6p9jL+kZUqCgv/e/+weSGlSz8nfenig5+A3fkZcjJApk2dIRESENGpeT09b3r59p7Rt21ZmzZqlGKInq3KIUaw7BdpSEt0BdWF6qJs7cTPGk5MP9rsDcTCEeh4NJ0rHXVH8AxP5yff1MKog8JEDpdz1oqNjtR3gujvsLlYPtLE9T3ZyrX7Oc0YHp0ZLoDt5XO1GgsNQswl60I/nsC091TU41HtyrKUl0T/gJfbLTlpWvNZnCZHY+Ot6MjXPQ5sCg90eJndoE4f23TgM7OaDcfhcaGhaFVlWrVol3333jbRr107uvruQnDx5Um3pju37/Pj9z4YI/9Pfxj1wR5J6X5AEkCGagB3H9F66dMl7quzZ86f0dK60aTNKvrwFJOr6FQkOcafURUfFqAHhu3yP1B0Ip5FYwO/ixYty9eo1z+mfIapCa9nGVIHCiaGknqRPn1bCI87L5cuXJU1YWsmePZc6DYBmeHi4Anbu3DkV9GPi3FHUQQEhGmFAmeL3jBnTS5YsWfT+fC8oiFNKY9SARF65Jgf2H5OhQ4fLa6/9S8qULSX58uVSQ0MbST3iO4D+XXfdpcdPQ9J5LowG1+UeOAAYFD7PKaepUqWWVMGhcinioly4cEYNSPq0mSRD+iySLn2Id/Mx/clzYJQsxYlnwpkaPvwLjR588sknnk2y8XL8+HHp2KGzdO7SUe6++241kHZiI/egf+/0EztvYzzwN83fAymu1BPR49Rv22PDz0P7D8n8eYsVcz+u/76kS5dBsaRVq9Yyffp0CQ+/4MHLeMmaNaum+dnGWrAQnCIFEJxNmz5M3zdCzecg6by0RjskONbht6YNxscrtmXLlkUFGAQa8BTbYamF2Aje52WnOYOr16/HyLlz5wQyz+mitC116lTuBNjoaH0ecPnChXBtIxicPXtW/SxtQZTh/tgZrsM1U6dOK1mzZpbUqUP1pGr+du7MecmTJ5+cOnVGIq6cl7CQtJIrZz6RgASJiLggVyIvK9HPkiWbhIS4PU7YF/rBihTYwYDh4VfUNowdO1Ztz0cffaQOE58jOtKxQ3c/fvtxwt8Dt2kP3JGk3ioj0OeRkZGycOFiKVu2rOTJk0dmzJgh+fMVlitXw+X48aNy+fJVSZM6g1SvXlPKlC0h165dVgDeunWrbN68WcO9mTJl0u+SMpI3b165du26HDlySLZs2SKnTp1S4wGhh6SWL3+fBATES0REpIwbO16eerqGbNmySVUOHIsK9z0kefLmkl9++UVOnz6tueUFC+aXxx9/XAk+Tsjevftl06ZNalB45ciRXR599FHJkSOH/g6Ih4W5Y+2PHz0hC+YvlaVLf5YHHqggRe4pKC+//LIaCO6B0YCoYygLFy4sVapUkQwZ0sivv26Sw4cPy3PPPScZMmRSw3HixAlV0mvUeELy5CkgZ8+cl5Wrlsu5c6e0XVmzZpdSJctJiZL3qLE5duyY/Prrr0rqMVD0AfmtZcuW1n6bN2+BFC9eXO69917tI9qwZ88e6d+/v3Tq1EmdGa4THR3l1H3EpoQEb9TgNl0z/mb5e+CO7oGUVuqVMCfEeSOgiCszp82U9b9sUjJatfrj8vDDD6sQ0aB+Ixk+fLjs2LlNDh8+qHiSM2dOxTkINOR0//79ilNcB4yFyFatWlWyZ88uiOW+pXcZWJyAvXv3yoYNG1X84J5c85FHHpJ8+fIpweXvW7Zs02gB/wfHUbOLFSumOAgBBnvXrVuvOImwgoCC/ShfvqyKHdiOiRMnyvPPP6+2eVQ5gAAAIABJREFU5NChQyog8V6NGjXUkeAFfq9fv15tCNcJC0sj99xzj+Isn8FOjB8/Xp58srrarPPnT0tISBopVrSUFCiQT37bvEFOnTohadKkk3uKlJAHHrxXMXvBggXy1ltvqViEzeQfNgDcfuaZZ2Tp0p80wlq6dGlPZCNW9u3bJ337DvTj9x2NAP6H+zv3wB1J6iG9dpDR6dNnZciQIVKtWg0pWbKkdOvWTTJmyCply5VUUEStWLRwqUREXJGePbtLQGC8/LJuo4yfME6eeOIJKVGimILqsmXLNDXls88+kzOnz8l3330nGTKmk+rVq6u6gtHY/NsWqVOnjpQqXUxOHD8jb7/9rqrn91Uoq4r96tW/yOpVv0ilyg8r+S1SpIhs27ZNFi1aJI0bN1YABdhHDP9S36tUqZIkJMbJypUr5ezZs9K6dWtPznyQhl8hwWdOnZW1azfIzBlzpVKlR9UxgUgvWbJEQbt27dqq4KCwTJ48WWrVqiXPPltLf+/Xb4BUe7KGvPDCC2qAxo0bJ9eirspnnzWTmJgEGf/jRG3Piy89q4oNBmzN6vXywYd11DjRBxg8DAAkHkcEZ6h7986qPhEmdlECF17GgZo5c6YcPXpYQ7p2oiyG1U6Z5ZlQyfwvfw/4eyBleiClST3Ov6bSkAoTQ9pivKxavkrWrtmgYsUbb78mhQrdLefOXlAVGcwFL/Plz6PYMmHCJHn66aflX//6lxL6ESOGqeBSsWJFxSIEEK7TsmVLSZs2tVOh2T8Q4KIDhw+ekKFDh0qJ4qXkkUceUWxat26dnDp9QvEfLP/llw2qZGMj2K+FQAPmgmnt27dXPGQvF5iIyAJeHj50VObMmSMVKlRQXD585KC2/bXXXpOiRYtqG9kbNWH8JKlWrZq88eZrSr5nz54tv/32mz4P4tK+vQfkpyWLNKWU60DEuc6LL74o5creKzlyZpUVy9do+mPFio+o0IO92bp1uyz/ebU0aPiRRmwRVz788EO9jkWBV6xYoW3EZroILik+wToWOCGIPtgOP36nzNr039XfA7fqgTuT1AeQIBmgzw6pJ6+7YsXKCtJdunTR0O3gIf01jArp3L1rv3To0EnGjPlOEiVWBg4YrgpH3Xofac4iSgzGYcyYH6RJkyaybu2vsnjxQvniy+GaE+7UlHMybeoMOXLkmPTu01UO7D8i77zznrRt21qef+FZvdeJE6ekZYvWUrpMcQVFgJI0G0A8ffr08uqrryqAk8uIUcFAAKzHjh+R3r17K6hD9Am7xicSAnb7AU6cOCN9+/SXt9+pLffeW84bOmVDWa1azyowk/4Dab9wPlw6dmqrf9uw/jf57rsxahhPnz4pS5culY6d2kv27Jll9+790qN7H+nVq4fkL5Bbw+GXLl2VSROnqJNTr1496du3rypiODYAP44HRP+FF59WdceRg3hV3+nDxYuXqJLUpEkjDVVbmVHLJzWS7y9peatl63/f3wPJ1wMpTeopgQveeB39gAC5duWaChdgT6NPG2i++PFjJ5XMNm3aVLERAeTixfMyfdpsFSPYyzNv/hz5+eefZfjwoSqI4CScOxuu4s6rr70iVao8pgIJZRwRZyIiwmXOzCVK4iG29oI4Q4JR1YnYDho8QFV5SLEdcEjkk6hBm9btFNe7duusijaE3fLhf//9dxnQf5B0795dMZjUxMZNGmr7+R1nY/q0maqI9+zZU3bu3Ck9enZTe4HoY0UgiMIOGzpCMRhs/fjjj6VFy2ZqQ9iPcPzYafn88zZStGgR6dylvTosiCpfjxot2bJnUkdj6tSp6owgFnFdhJ1vvvlGypUrIzVr1vTuS2AciHL89NNPKkLVr1/fj9/Jt/z8V/b3QJJ64I4k9WyWYpMSYHvy5GnN7X6iajVNAwFMSWV5/Y1XlBSjCh07ekpatmwlvft019SZxo0+l379+kjRYoUlPj5acyRJLyHthjzLb7/5XnLlyiF1633gDIIeppQo27bukk6dusgPY7+RC+cjpEGDRvLVV1+qUkKKycWLl2VA/yFSrnwJqV37bSW7XBdFffu2ndKgQQMZNGiQqigoTZBdDBWqD2o9wNyqVUs1TGFpUuk1UcNPn7wg/foOkDdrvy4VKtyrz03lGQwE/weQo6/HqpKE8jN4SF81ipFXo2Xq1OmqvqBY1W9QT50CUpaW/LRcpk2bIZ991kIkwG3qjYsTdYCmTpsoY8aMkXnz5smOHTtUVUKZz5Ahg4aOU6UKUANJ33J/jALh4+nTZ0qjRo2kUKF8Omlt4y/PZaXo/JUrkrSe/V/290CSeyClSb1u9oyNdql4npTEmKgYmThhqkZWm7ZorJi7e/deadL4U/n+++8lZ667PHgYKCtX/KIqebduXXRDZ+YsGVV40CIEInItMkYxN03aMGndupVnk6rbo0Te+pCBo3RfERHIuPgY/c7VK9cEFZvUl2eeeVpatWol3bp3kTJlSile4jDQbxBjXmvWrFGBZtSoUR5xJl5xm/fJSX/xxec1utCocQP54Ycf5K67sim+Q9DXrP5VZs6cLv369ZNlPy/RPQMjR36hefZWu58c/A7tO8mzzz4rJUqUUKL97Xdfe/ZnBcjZsxfV1tx//33y6msvaX+SVjpv7iLZtXuHdOjQQVMh+/Tpo/cBu4kS4Lh069ZJ8RznCvzmH04EtqJZs2ZSoEAeP34neZX5L+DvgeTpgTuS1FM9gMoFAD8bh77++lt59JFKUqpUGae2vFBLHn74Qd0wRfWYI0dOSI/uvaRZ88ZaOaBzh37y/fejJUvWdBIde81t3gwi4TtIlf/+/QZL9RpVpWbN6p7KNnGSGB+oDkTTJi1k0OBekpAQKI0bNVVgTxUSoAYnPDzC+12IMC8UdMLBhGkhvJ06dpGY2OuSOzfquKuew3d5FsD7nXfeUeOEssRP8kovnLss/fsNVOWpUqWHJSoqVtNgINKQeIxJaEhqdSCITPTq21k3o5Jis33bblW0ChUqIL16d9MNWJcuXZYJ46fIjBmz5L77yktcvKtEwQatK5ejJDAoQY0C10O92bBhgxpfIgOk/lSoUE4NUGhoav0eCv7o0aOlQIFCqiRZ9R1tVyq3EYzP8axWhzp5prv/qv4e8PfArXogpUm99/4ePABbUOqnTZ2lG/A/bdlIRQlI6CefNJDFixdrDj4vyOu6tVvkxx/HSteuXaVduzaKK/kL5FUBBsyxw/BIx3znnbf0ew5/EjUS0LZNV/3/XTmyeUUbHA3O2cifv6BUrlxRPv/8c5kydYJWw+GF8IOI4TD9qlbk2bVrlzoWjoi7yl44DaO+GqN59w8++KC0+rylzJo1w1XlSYxXTN20cZv8+OOPGp2dOWu67hUgpQcFnpx78PLs2fMycuQoKVTQpRU1adpIJk+eqKlB0bHX5dSJs/LlF1/Lk9WqSsWKD2n1sih1ZhbJ1i3bpXPnztqXI0eO1P1m7DEgUgvR/7x1M69DxXMTpfj++7HaZtJ9glK56kJ+/L7VSvK/7++Bv74H7khSj+Ji5SjPnbsgQ4YMU6UeUo8qQY74o48+qHmUgPnxo6ekY8fOagDiEqKlxacdpW/fnnJP0UISlIp87xgtcblvz37dVPrN12OkUOECUqfO297yY4ESJFu37pTevfrKN99+oaDbqOGnMnfebAkNDdLqMefOXJThw0bKk9UqK4iiYKOeYJQ2b96iasuXX36puZVvvPGGK1uGPO4pzYkahKLDy5XWdNUVwi9clT69+2n6zcMP3y/79x/W0C2byZ566inJcVcuVfsh4KhN/QZ2lYBEKtREaOrP4cNHtfIPTspTtapLzPV4zb1csmSZpt/glLj81jiJixU5c/aYFChQQDeA8RPn48CBA1qPnmd59dVXNNJgRg71iY1cDzzwkIaQg0NcviyGgeeD2NvJv6ZE/fVLwX9Hfw/4e4AeSGlSD24gWEBebQPn5fDLMmvmPE0Xad66sUZi9+zZJ59++qnmgEOYqaIFof1ljSPF7JFCqWfv1L9efdlb9hIhhCgmGJQvXx5PZS5XBhhSP2L411KyZHF58aXn1VmAcEdGRknk1SgtdoDI0rpNK+nUqYMUK3aPVsShndeuRmnZXvYwrVq1QgUd8JyiBlbdjLz03j0GaXpLqdIlpGHD+ho1sJK+pOBsXL9NI6GDhwyUn35apPuQRo0aKSFhLtWT1FLSPYkKU+iATbOkIM2dO1stA5HqC+cuycCBg6VatSekxlNP6tcuXYyQhQuXaFSY9CPuxV4x9nTRj1988YW88sorcu997gwRjRQniPbVzJmzdS/A/fffLzFxkX789kOFvwdu0x64Y0k95cYg9pBryj2yoalsmfJK6ms9U0MqV66sYI3hYOMPaTmoL+S2Dxo0RIn1Bx98oGkhhFephkAolfxDct75h5JCJQUIKYo7G1HJhezfv69eE+Wd0KkZJgB9xIgRmofOP0g6qTGAOqoOwAyAs6GJ9mCoAHvU9ilTpuiGJog6tfS5Z7o06RV0qYrAptfXXn1DHnjgAdm3Z5eGhwlLU7kHcOYz5NSjmnfv1VNJPuk45Juy+Ysc1AkTJuiGXYwEaTU8H+FZKj7QV4S+SQOCwJNbyqEv7DEgjEw/ovxwDwxh8+bNvbWXMRD0C9UoCOuaqnabrgl/s/w98I/ugZQm9URLIc9WCQuSD77OmTNPcRUM5r1Dhw5Iw4YNtXY6r5CQYFW616xZryICB1ORN476TD17sB0ie/rUWcXZ0mVKymOPVfJWdoEMU0lm8sQZcvDgQf0OEUdwGLUafAeD2S/Uq1cvzZV/++23PQ5FvGzfvl2++uor6dy5o+Is+Mk1+A4YDOaSU0+kl+8TkQWnSbUB5/VskfgYWb3Stf/rr7/Wz9t1SB8l0iqJgSqgDBzUX8Ub8BXchtQ7xT9R+wuH5sknn1Ql3/AbvP9t01bNs8cBIJLdqWM3rbazZOliGTp0oLfqkEuhdIo8+wWoFkRqaEofbviPXpz+h/f3wC164I4k9RzKFBWJYQjWlJfBg4dqycjixUrq5qcXXnxG8+oh/XwGxZmNSGyiJSecMmQYCqoJQIpRKqhuAyl97733lNSiakCgSTfhOig85Kaz4YnUHoyCGRyrbY/KBKnHwSD9BsME+KKgsyEKp2L37t3y7bejFYwLFiyowAvhJ5WGcDLhV2f0grVOMi8q94we7Qh81SpPSro0YXot1CBCqxg62kNKDm1o0eozNToYqXfffVefQ43Z5MlqmCDklGjDieEn7cUxoZ8g9Wyyom04SCj19CXhZ0LLGA1KvxGJoI38U3Wqd29tD8bDDt3yr05/D/h74PbrgZQm9URQVZDWE6HYbxOqwgZleFGVweC8eXMrlkGKKVNMQQPLSd+8eZsWRwCjwT0wHzwFC8FbqtCsWbtKN7GmSwdp5/CpBI2m8nPfnsMybNgwzakH5/ibYbARfewBefso25BdBA3+huPwwQd1VKxB4OAnuEfpSTAXfMyeLZfUrVtXDhzcp0LO7NkzvZhIGzZv2q4FB/hnQgn4THtwMC6FX5YVK39WW4CNQZBp3LihRizAWxwX3Ts1eLA+NwKWORUISDu275EOHdtoNIS9Vz+Om6SKPak6det+4N0HZSmR9DNpq9gBIr96aJb/5e8Bfw/clj1wR5J622zpqstc1DAo9eOpNYwBoPQjaoupGoAW5cnIV0d5R3VevXq1Kuj8DlmFvFLTFwAH5FHuqTHMZ1EvSDEB8CC4vI8yDinGCADE/AOgUe65N/mUtI8oABVhAObXX39dv7tt2w6ZNGmSGhyMEJ978803dVOWqicBN067JX2FcPLatWtl0aKfVAn/+IMPdaMWm5v4PABPPj4pMRiaDJkzKFnn+clxh5BzD57TVT8opxvL6BfaQSUHPssmr8cee0zbyfPSZjbLYnDskBTyVAkJm5pD+7g/VSH4Lv8sD/W2XBH+Rvl74B/eAylN6lHMwQ3dSB/DCaep9XfUYqp1Uf3rpZdeUgwjJxzBgOgfZBacJQ0SkkpKCd9DzECxN3GFz4F7FAUA93AIeJG6o2p5dIJGKiHtYCPquH3noYce0naBhajlCDKQaztEiqpg1KPnBX5ie4hSQurBevDxxRdfVpvB4Vmk1SDWWF1+2kvp4OXLl2v7sQd8DxzGQSFyABGn8g7iCr+fOXNK8bVjx47aJ3yH9ji7V16dGdpMpICqPlTGefe92ppWyt9xgth0SzU3NsHSTzwvz85PHBOuT5QYu2Cn0P7Dl4n/8f09cFv2wB1J6m/kAyZIUFAqBSaACuPgau9GeU9EBcSt3Jg7apzNTuQSuso0kGr+Blm2jZx2/DhhSQAf0GMTkZ3Ih2Hhu3o6rGezq9XN5zt6OniCK6HmNm65A6X4Pi8q6fCCZPPCsTAizOfY9ISxs2uT729AjFHAYBiIQ6gxOvwzQ2lVZ+yQLp6be/M7z0O7rMykKTxEIjBWKFF20qOdB8AzEM0gkuGq2DhjofnyoaHeyjZ8zgzrbbka/I3y94C/B1I8p549UYpJgakUL8CZ6Gh3uiq4CZ7zMhy2Tai2RwejZsKOYRvfQ1QBlylC4A69i/ZuULVhRzCh6AH4xX3AYD5HnXmL7FobrOQw5B385HBAsxFmg6z6Fyo9NsSlVLo9SpTt5KVRgrgYrzAC/hu2cg9rJ/gJDufNm1+Vfa5lhQUctt8oA2rXNdtm1cUUl2MDJZi9YgnReibIqlXrZOmSn7X6m50ZwuftRF67lmG3n9T7QcLfA7dvD9yxpN5IsyPqnFDoSLSrm+42nxrxRN2AzBoZB3BtI6cdnASw8j7gaWTcSPzNVVsg2QaKfIb3reayqzMc583DtFCmbRR1BN+BPW11akn0v7XHDA6GCcXccvZdCTjKwTmjx33NUTEj4Z4rXt+3A0d8Cbg5QNYXzgg5I2vhWK6L6sN71n5+8pmb72uVg+g/ex6/Ubh9AcHfMn8PpLhS78ESI5GGPUZ2wVZwCtxCZTdsVQxi02oAm2YdXllZTHcSq6u0xcuEFcM0w0euDVYZZpsjwT3ss3YNrs3ffHHU4aErAqAV0zw47nuIk80wO8MDMm4iCnjvhJ8bYpNv5Jnr+DotbMK19hoGG+bSZiP+tNXaGRwcJpGRV+Ts+VN6IvmiRUulerWaeihiYkAcpwR4hRuzH9zXHCF7Lv9K8feAvwduvx64I0m9EUsDQ1NNHGGGVLsTS+2nkXgj8gCYL7E3h4C/YRxMUefvpm7zN0DTwNvIsSlNBrR8x4yCkWlTgG4QZ3folPsX71W6fQ2TORtmDEyF5xq+Co6p8ZZrye++z2mfNaKtkYBUqdRZ4D1eGA2Mja8KZWq9bz/a/+0eVrnHohAW0rXnv/2Wg79F/h7w90BKk3rwwleQMAzjb3b+Bcq2Kclgk6sG5kQMK2dsmGZk1xfTDZt8MYtrW6TSKu+YjbBrcw0Th6ydhvlcC5z1jUiaAGNYb06DEWQTTbQ8pJbFdM4A1zRS7pwQd7quszNhKvTYM2h7El36EQJVbHSc9o0voTfF3tmy1BIZGSHLli+VNavWSuHCbsOvHqQYGK+VhSwKzD3NftrfrE/8K8XfA/4euP164I4k9YCPAesNdd6pKryMdJpSwt9MgQewCMHaoSe+YVRTT8wQGOjyGQAU9VqB3RM2NvXdrm2pLHYdX8JvqpRTnRzxpi6xVSDQdgS7Ou7UmDcHxYA9NPUNxYbNZab4+Bogc3YwgHyPfExepgyZIm+fM5XGjIP9bpEKMxSmlFm/ovSYkmZ95Dsmt98y8LfI3wP+HrAeSGlSz8ZYRAVSTIzoWhqNCQJG2E24AdOMbIKPN0cpjTxruopnIy5iBRXEwG1LY9F9VgEJXoVf7YEP0TZS7yvamNNhtoICBia2WFqjCSPcyw4z9E3nMcFEK7IlujKa9ozmYJhDQMqMRY0tOmE2CCw3++BL5C1VCDxOnTq9REdHSkyccwzSpcmohxhqXn9woqbk8KKdtJd7mLNiEWj/avH3gL8Hbs8euCNJ/c3pLgZOQalcWg2k19QV3xCpV30OvKHm+xLvG+r5DTXlRh68U9RVbRd3aJQRZruHgb4ZCYsaGODyHdpFmNmFil0ajRdU4zxpOPHiTQFSg+Kpk8znlEwHuGoOvkCuzgYVcxISVNUyA2FE3Dd6YRukzCjwXQu/GvG3Z/WNhphhDEh0zpM9rxksC4ffnkvB3yp/D/h7wDn0pF/EKvllLcdEUxP+gERFRUqx4ndLxoxpk7WjIPWmELuTrG+kKxqpNNzRCGUql2ZjqTamNPumA9JgI+hUR7PfVahIdKTV0mnAU4uaejHdg63gMmq+RTvBSEt/4RqaGhSNMOMOLDQ7AxZ6RSDy9nEUAoK91+J7hpPgs0VcuZddy9rkyZ50e8E4aNEnOoBSz4GKvmlF3NecBCfMUKoyVp0XdQ5isHeIXQGaZ2+RDosG294o331iyToB/Bf394C/B/7PPXBHknrf1BBTOexvqmR4jIClhUDy/8qQooEwo3Yz4TdjY+8ZMQZYTY2xnPn/86gn8xdNJbP+tWfEKFgYGuPI+xgtC+v6htn/qIl2DYt46Jh6NiRb7mtSHtEiK2YMzVnxOk2eXNmk3OOPvut1jnz2RFg+sKUHJNe9/5vrWjqaL2ExAmNk67+5TlI+Y1Eji6jdHPVKyrWtioo5ob7pFfzfKjsl5R5/9F1f5/+GI+zytJ3j7zZ4+pIu3+hjUtuV0qTeF/NupDr+++ZXL3Z7HtZIsyn7Jj6g4fw7oXViS1JeXnLtSZE08cTwi2ubsOQbKfVN27R5axhmuGXEnzNBrJKNpS16IwGe9NGkPIP/u/+5ByzK4puuZZ+26Ely9p9FcGyDtKUD254I4wH2vtkpm3cWTfJmDniiPjfjtW+0i3taetfN89tERa6X3Nj33/Qrz2vONe2x9WdO+62uwfIxjDdbxjUtGvifSm77Cpi3ukdKvn9HknpTbGyQzeAb8bATZ5UcxrgNVWY8Nfzp2UyVXANzc2jYlHtTZIzompJvbeIn72G4/g4vU7N8n8NXNfKGy4N89xB4TgP+gwe0CIJFTmy/gN0vqcTSrmukyRxCM7zJDey+9zXyQl/ZvomUHnvrX989Ei6sn9qzEd2F75PrZev5ZvJnpDep4+Mb5bJr+Ua9zElNzuezNpjhZvMl/U1lK0i9774XM0aWd53U+Z/SpJ7nwWiboaWfraylG3uXP+8bbbV0GIcFVsUMcu3wxDDIiE9Sxs53fvgSbl8if8OpcFEEI0qWAmoCAe01EkmbzDG4OarJte05ktJ2/3dv3QOMFzaW+WcCi80bi6bc+ipJ/4ThmxFQXzJvm8VtnphNNMHLbAitMNFLU7U83MbwzLDD1+b58hPjRmYDLUqV9Kf7v1/Bntl4HlfyFeBudWXrK55J9+N4bKtFt/5I4P07rME7ltTbwNuktMVoXq+lnxgRtLzxv4o4eUO9njKaBuaWg6knB3pA3hacecyWR3+ryZuS7xvB8B0Hc174aR4//7e9B0agbkXKLF+f5zPSa+r6nxFxMefK1xjbWFi0ITn71oDW5oTNFVMcU3r8fZ00A1R+mnNlimRy9ZGtWUtRMAJlc+HPcMp9HX1zFizFw4hZcj2fYZOpSI4AupQM3kN9NkNv89HytI0IJKVtKU3qvWk0HiXcrUOXkuiIvCMnRlx8SbsbG99KXI7U+woMt8KXW/WdN43Rk/KD7aA9viTMsJpr+SqIfNbtF3DpObzMMTBiYs7BzWvK5vftHqm9Vf/9Hd5n/Fhbpnob5ppzlZzP4Eu+fW2ir8Pnmxpr8455xvyyMtm+DqRxiJttrDmbxo9MQLS5Zm0xQdScgeR8/ltd22z8zfsezdm+1fcNDwzPfUm+reVbXeN2fv+OJfU3e9Q2cExSatdzUiuLFkNhm2p9F0pyDppv+ogtSNprCr1vTrsZC1+vNKlGKTmfza7t69H6GlRTqIyg+KrgN1fi+U/t9E3Tudmg/xl9Yylb5nz4KjZ/xRwxFdIXlOkLM/bJrRTfan7YmNk43Jym9GeMwR+1wdeRMyD3jc7dqv3/zfs2B4yQ3aiJ7s6QSM6XORHmqDp8CvKUcESJdiUXrR/MybL5kVSnKqVJvTn/jAF94AhwKnUaOYiJQ/nMmTFV0Ve947N2DTg+1zFHz/osKePnO9d8oyJc25eYcw9rvzlqVkXMxCMIuuGMYaOv+mrz0K7zZzhtSXn2f8J3jcgatthaM0fNSHNy9YUpxhYZ9uULVlrb9942B333PBhekTLD9/lna8XwweyLiSNW2c/WCtyI7/M9X7Kb3Ph+q3713f9ibTZny5z9P7qGrx29OVLxV9j3Wz1fUt+/I0m9L4n0zbeySY2Sw9/5nMtVd6qPOgLiNrom58ty6q0N3MsMjy04Ux8tPGQLyTccmJxtTMq1fYm2hQlpv+XRm9LOM9vzmMrw3yjtvoqwfd+AyMY+Ke03smqqh80NM6y+hjwp9/lP37VnsSpDlidsalFyK8W3eiZfo+PbFzYuyd0/N1/f1rGt9aQaHSOEtj7N2f6rxt/ysBkHIxh2wBzvUc7R9xltPvxZTt/tQOptjI3YcP7GDQfO7S+y/jEybaoq53w4XKeggVPpDWPNYbrVHL8VKbjZgTIl1MbLNr4axtkcNWJo7bc8ZnPgbI1zWCCEylKM7Ht2vaS03//dW/eAr/Nk8+evSr+kdb6qvBFPixw7J9cRdV/ByZxB+/zN0Sw+b9EHXztpa8LmqPEkX7vHfaiWdzvwD4smmHBra89Kit/K/lgaM5+z9DfrA6sEeKtr3HoGpdwn7khSf7O3xamAhDwLFizo2QwSpifzXb58SbJlyyYZMqRzwB/oDIVVb0muYfFVl3wXpm1+wyhZWAxlihMLabt51EQZbueXgYtVzLFwsTkspj5Zrh/vMx6cnMtx6rdKn7C+sfAbfWEG3+6dlP4IwYMNAAAgAElEQVQxw3n06FEpUqSINyfW0l+Se8HTHydOnNATKAFSeyZf4pCU50vqd00pMYXYxvPPUopv1T4zPnzu4sWLuqY5JVTXrkfBvtU1/uh9U+dZd+CDL0Hj3sntVBmhsJ8u59OdGn348GG9P6c7gw3Zs2fX3y0H2D1X0vAhpUk9z3Pzpj5OlMVonzp1SsfcFEiEAtYJ/WFiAZ/JlCmT7vEgp97Gy1TxpEYyDH+Yd7QFzGKvgxFyi6QZjrHplZPJ8+XLp200p9jWtTmPEC73CpSDBw9K8eLF/z/16h35SP5oUVLWz53yXSOwhndG6pMb/+3wMsMz7msHPTo13p0m7xsppU3gFCe7w3Xy58//bwT+hnNMpO/G4ZRG3O2cBH7a+TQ8PxiDbcYOMve4f0pvlvUdB3NObBOxPc8fzUH4FZ8DQ/bv3+8VCNKnT69r1E56tv7/u83nO5LUm+oBqDIpV61aJRzT/c477+hCOH7srEyaPEEJU8WKj0jJksXdEeRW6zgh6RUS/nhS3QBlU+3NO2dRHj9+UkqVKqVGIjw8XPr27Ss9evQQ1Bu3Iez2BnUDPfoao7d371558MEHvWXnzOmi/wEJnnH69OlSpkwZ7+f+qP/oF4CGRWmGzzcVIalKLdc/efKkDBw4UAYPHvxvefv/bd5eUoAAAjBr1iwpUaKEVKhQwXtmgpXz+2+iGUm5/62+y/gyD/fs2SN58+bVeWkOj1OS3YnNyfWyMWBtL1++XM6fPy/vvvvun5aexPW55syZM+Xee++VsmXLKj7YvE7u/qf/7JwJU5Mg9evXr5cVK1aoUWVuMEc//vhjdYJZDxjkQoUKeU/M/r/2f0qTeiMrrGPmmTvxO0aOHTumz3/w4GElyTw3QgAYUKVKFSlQoIDi/Nix38vjjz+ueBISEuxVM+mPP6POOuPDfEAsmjJlit7n4YcfVttiG5sN45ijv/32m2zdulXHytRO36gPpP/AgQNy33336fePHDkmI0aMUOwx58Y3oukJPPxfh9f/vf+iB3yjf+bkY2+wZWBC8r5cBoFvmkxERITi7UMPPaTlZn3zyk0kZK5t3rxZ9u3bJ++99573MEzjFnzHHGZzdBEumHOFCxf2bhj1Je2sp549e0r//v0V57lHSqd/+mYC8GxGzsuVK+ctS/tH45OQEKi8BCzZvXu3Ygl9kCdPHqlWrZqUL1/a+/Xkd+D+/Jl0R5J6y3nEyDHgM2bMkCNHjkj79u3V8K1Yvk7mzZsnLT9rLpkzZ/QYbHe4kw5iMpN6G0ZLOTESxE88xw4dOsnkyZOVTF64cEFGjhwpHTt29Dm623nat+vLckRZKLt27ZIuXbro8/g+L8BgFStwZBYuXKjGGcC81UKyz6PINW3aVLvB1C/+n1RSTztRRLk2xI6XHV7ju0k3ufofkOG+GHkIpW/e7f9fTmVyteM/XZfxgVD27t1b3nrrLSU0Fgr9K8KzRvquXLkic+bM0bHq1KmT97TnpI4/zw1JHjZsmDz55JNKGH3nWHKTeutL7mkG+9Kly/Ldd9+pKk2biCIxBi+99JLQD3PnzlWSyZxNKulLaVLvG1Y3AsHzjx49Wo4fPy6vv/6mKocQHfBl/vz5apCbNWumf+vfv6/2CwRIjyXxObPD5k5S1oylZ0F4Bg0apESAMXERlRs19U3ZRFRatGiRDBgwwFu73jeFbceOHUqcwEgclT179slnn30ms2fP9n7enGWXYhaflOb7v3uLHrAIGWNhm7P5/5YtW1Rcmzp1ajL3oauYZCo0cwryyb2dHXWiia+QRfuwEzj+rBFw2ZwRm/+mYltkFTENHgTHaNiw4Y1zHjylc1UAPX5cvvnmG2ndurU3YpzSSr3vs8PnWD/dunVTYfBGtbD/PESxsYmyevVqxRPWWcmSJZUfwkFwnAYP7v9vX74VH0nmyfA/X/62JPUJ4k7TCw4UOX7kqHpSqdOlllx587jqD7cQqgnVpk2bWq7HRMnlS5GyYP5Psm/fAenQsY3sO7BTli9eo2GqDz58V9JlTKdKEC8mOwefONAMFAzJhfPhOpkzZkovWbJkUi/ZNtoy2GZ0rl69JuEXr2g4/Nz5U+pMcC2UJK6PcXGVD67KlStRgjpDmCxr1swa4seQYpBQdPr2Hi4jR/WX9BnDJE1YZjl39oLkyp3Vk+8fqv2BIcdrTp06VO/pW5/5yuUoCQp2YdqLFy/J9ag4yZw5q2TMlFbSpg3VShqWf2ybfuxURZQkVDH6ghA2z0tO8blzF7wbuvLmdakORm54FjxfrpkhQwZJly6DBAbHSnh4hGz7fb/07z9Qvhv9haRKFSRhoZm0DzJlTieRkVc8Slx6fRbaxh7mkGBOPIzWa9JHAGumTFw3nR6Ac+TICVmyZIn2wwcffCCEzehjrsG48iz0Ow6bG1M2RgOCLoffjZ8DRfrxwoVw/Z0wOmH8hIQY2b//sDRt0kJBL/zSOYmKuqIGO1OmLHrtG9GgRL0vbQVU6T/GlAodTFRTRJiH9EdcbII+O2PGhkcNo3rPTXAVNOJiAnR+0O7UqdNqH6gTFBOvUY2ExBjJljWnPve1qKsSHn5OnytLlrskfbrMEi+XJTgwtc5H+izi8gW5evWynhqZNm167UtzvCxP0yk2rgY7173rrmza1zwD98ycMYtWIGFNoCAdP3ZShg0bIS+//KKUv7e05MmTSwhrRkRckevXr+nYcK+sWbN6UkNidPxZkyHBof9GVhgj7k2f8tzZsmXRtcPfePE31g4bJOnXmJg4uXIlUi5euCTr1q2TY8dOSJMmjSTicrh+lmdm7FWlTWC9OgcyIvyyXLt2Xb/P3M6YMb33kDeuz/009UqiJSL8mvTvN1Rq1KghDzx4r85V1kVYaDrJlj2d90RPxpvxp4/AAK5D/zFHrG+ZY7TFolLR1xMla7bMkiNHdi9BY03SLtZ6TOx1bRv9AMbwPfDrq6++lpdefEXKVygh6dNkk8jIKG3LgQOHZOECF7GoW6+OftdOHGXd0j7awzO7PToxf2gokkrqiXiaQ8L+pOtRUdr34BvYcFeubO7MjTB34JLuJ4rlFO8Qz74ml6JCuWH3fqI6MJ9+2lydtzLlikuqIFdxhgjG779vlRHDv1Q1kesOGDBEatZ8Uu5/oLyuuWuR1/X5s9+VUQKCIEvBKtzQ36z9q1fcuKVLn0Yx3lIi6c/Q0FSqUFrxAuZoZKQrsMCYf/HFF+r0MU/AUv6dOxsu16OvSpo0YZImTTr5Zd1GjSj16dtN55Yk8NzugMPLl6/K75u3y+DBQ2XY8EF6sNexY6ekXbt2SlLAM+7DmsuRI4e2IyCIw69ChLMJwboL4Wd1jmRMn0WyZL5LgkJitF80ZUNcuWDDal1jV+LkauQluX79qmTNml3SpsmoY5Mtexa29uo4sE64N+uYe+JMOhsTrxjAfMbGgg+ajiRBeoAV6zJDhjR6b7AAwsi9WRPgjm7gTIyT82fDJWOGrLrmo66zPkLcmr8eL6lCAhRPsTvYN+yjqdaGK2DMxYvnFcuzZ8ulP6OuR0jElYt6mJab7xnUZqoNCArRucBzsieFMcVWgVG0jzVqJP78xTNy/VqspA4DB++SkFCn7G7dslMGDx4uX3zZX8cfbDPCbBEVrsGcypbtLsUi7pU+o0uhDL9wWSKvRktM7DW9N+vRnAauwzXo89iYRAkKiZOcd+WTwIAQCb90SrZs2SHDh42SYcP7KQ6mS5dJoq5FS2AQ+feJei/mNfgUHROptsyJaGE6BvyjDdyTsWBdHdh/SO0oz/bhR+8rhtNexkECY91J85JaOdBduTLqGj1/DtudRs6cOafvpw5Lq+NDO+jbiIhwCQtzNpC1A/5ivziQLUOGTPo91mPqNKG61nQOeTaUU7YWjGWtW4oN4wie2yF0XCtN6gwiAawdbH207N1zUIYOHS5fjRomYWHB+ozMf/D4csRVnf9p0jJemXXenj17Ub74Yrj+Xr9+fQ+HC5TDh49Ku7YdpGevzprOaelxtsfJVxz4n5n2X/iF25LUxyYkSkJsguzZuUsmTpisXhQkqOYzNaVylcqSLnXYH3YRRgDjD1mKvHJdJk2cpiHbpp82lJmzp8imdVt1oGs+9aQ8UukRBQCAnInOImBhETI9e/a8nDxxWid9nry55OGHH9SwNy9HLmJ04Pnu6dNnZfyPk6VWrVry2+YNqprRDibHU089pYsMMrtjxzY5fPi4TlwWAekLKJ133323rF27VjZs2CDz5y6Xup+8IUWKFpJCBYrLhPGTpEnTTxQMT5+8INu2bZNDhw4p6DExuQaqLiCDAZg/b7EUvju/nDt3RgkPpJ7nql6jqhQtWthLyAFCIw1cE7DmGiifgOjTTz+t7VyzZo2CAoYD0luiRDEh1AWAkfuNI8J9MTAYniJFikqxEgXl99+2ycoVG2XBggVS75P3pGjRIlK4UEmZPHmivPzKi7JlyyYF/kcfrSS/btgkhQrnkwoPlJcrEddl+/btOgb0cVhYiIbW6SPaN3fufFUk6L9nn31WHnjgAQUq/oZ6D8DR3/nzu77l/64EoAvFQ1p4FtrOPSA+/E4/ogAWL15Ex6jZp58pUdi+43c5e/akPm+OHLmkevXq+pwQMRTdX3/9Ve9Le5hLBQrk04gDoMU8Yy6sXfuLzicIxF05smnKF2F728jHXLWQfMz1eFUN7rnnHsmXr4ACL/cLvxihygkk/e7CxfS59x/YKwcO7NG5UKRIcSlb5j7JnS+znDpxVqZPm61juOm39XL69El97uzZc8hDDz2g/cnYQ/hQoHbu3KnzHiPHM9D+MmVKKUjj2JQtW17nOPMAIrtv7wFZvXqtPkfJUkXlX/96WQkKf7tw4ZzOh4wZ6YsCqphiiHAQiYbhM5uabmkmrBWUT9KOPvzwfSUW/I0+RaF+9NFH5dFHH1bnGOKwZs06SRUcqv2OivX888/Ljp3bdDwwNKXLlJTHHqukRiMy6qocOnBY2+bSNhJ1HtF25jFtcAAe535KrJw7c0kGDRyh80cC4uTEiWNKdLJmyS5lyhbT9DjWFPOKcDdzgPnPGObMmVvTptgHA/mg/3LlyqXPwpy7FH5VsmTNJFWrPi533026TILODeYIpD46xq0j5hFjcOrUGZkzZ54sW7pcHnusitxdNLcUyFtUTpw4JVWqPixTp06Xjb9uV+NZvUZlbTOGjfWAEQW/mNs5c+aU8uXL3/JE2D+D1CsZj3V7AXZt3yUzps9SzIJEVq1eWUkw6zFVaLATVGJd2Urd7BbvObE13m0YpD18t1mzFtKqVSt58MH7PKpiiM4jcAvSzHoICkylpP6RRx5QckhEIybakcpKlR+WEqWK6LplDm7YsFF27Ngl16NiJCQUkppWKleuqOsOQr9s2TIpXbq04pYpp4zhtGmzdL6BTcOHD1el/oknnlDcIf1h18496myzV4u5EHUtVn755Rfp17+HBKVKkKhI0qtS6Zr99ddNsm7trzJr1hz5pP5HUrhwfsmcObt8+umnmoKzceNGxWDmJXOoatWqclfOjJIYHyjHj5/WMQabGPtcufJIkbuLq9OnedEJLvJswhPzlzW28detcubsCYmNjZLcufNKwQJFFANeevkFJUUREZGyadMmtQPmEJJrzLxi7aNy4uTWqvWUdw8LfUGE4dChI/Lii89rqhRrgrkHrkCOsZ3Mv6joq7J82SopVPAeXY9nz52UXLlySFBQqBw8cFTyF8it6Ug8N44R36lUqZISb7Awb978uh7Pnz+rmJMvbyF55JGKsnPX73Lk2EGJuZ4ohQsXlPvvv0/vS9vALcab9cCahIgyzthN1vDmzVt0bfKcO3b9rk4HAgnjX+H+cmon1q7ZIPPnL5b3P3hdihYtqmvcKrbRz4wR82bixKny6quv6pjHxFzXOcU9Nmz4TfkEogx8hlQ57o8gxff4POIKolyW7Gkld84CUqb0vbJ331ZZtWqdLFr4s7z/wZs6H4sVKyU/L1shJUoWk/PnT+vz5cmTT4ICQ+XEScbgRZ3nYBNzhPlBP5BmQ749vGTunPny+++/63erVX9CPvigjpJ6FXdCXZTw3OmrMmnSJKn3yfuKb998PU6ervWk7N27X/d9pEmdTvsob77cOlfhHPCKYsWKyYMP3q9OIOo3/Y5tgcudP3dR0mdIK4UKFZDy5ctqX7CO4QLbtu1QPKdNkHnayfhjly9duqgRrxLFy8iliIty6tQJHf8Tx89otI71U6RIQU3hJYVt48bfJOLSFV2X+fLnkSJFCku5cmWU7IPJpUqV8NhgRJ94nbs9uveSgYN6qw00odc25vK7iaF/IUf/n291W5J6BvjiuYvS+vOOsnH9bxIflyiBqQKlYKG80q5TG3nggVvltFHtIEFVhCsR12TqlJnqhbVp+5msWrNMlXoW4AsvPiPFSxVXMLeQLwaEiT5kyBCpXr2m3Fu+goLJosULFMhIOTBSD8kzFQS17L13P9RctpKliqjxggSNGzdOif4LL7wgu3fvlEGDBsizz76oIR+Iz9KlSxX0CB8BooDHuB+mS4dOTSV7jiwSFpJRGjX8VKbPmKj3nzZ1juzYuUVeeeUVBSzAj4kOOLz55psK2r169pPgVKKLqnz5+9SokKZw+col6dGji3BMuiofCeRGo5JGy5Ily2TlitVq/MNSh+j1WEgTJ05Ug/r6668rocdoEU4mP5TPEsLCOD333HP6E2ACzHv06iyXL12RDeu3y48//iidOn+uJDd1WEZp2LCpfPTxu7J58yY1FAAXileNmtXk0UcflPXrN+l3IM+lS5dU4oaBBUAJsf/yywYFKhY+/QDZh5QSmvzwww9VBSEkt3DhfN1HQX6ty3eN8qTpBCmIfv3113rNqlVd6ByHCmDq27enhIdfkXff+UBq164tpUrfow4CfT1hwhQlyq+99pqSNHJquRftAJzoK8YUwg7RBUjHjx8vR48el9defUOBDaePexFl4PkcWLhTjZlPELxRo0Zpu0uXLit9+vTR8QLcINtbt/6ujhv3yJQ5gzz0UAUd9xUr1kjePAXl7fdekTOnzsuHH9SXl156QfLkzSHFit2joLl8+UpVuFACeXba8f3336vjyfXo01Ur18mVqxFKoIgmsKejUKG7dRyKFyspxUsUUeM7e/Zc3ZOCIoqjt27depkwfop89HEdNVSoyzh0hIKfeIIUlgR1TE1ltfCxS8MKUqPK+vroo4/0OSEhzKVevXppX7Ru3Ur7iM8R/Xn6qWe0TcxHDEvVJx5XEv/rhs2autCnby817hiSL7/8Uol8tWo11DHYunW7rF27WurUqaPG2UUuXDUJ1se5Mxeld6+BCu5p04WqYUZl3rB+o6zfsE5z+GkjThZpFRCWihUr6vdXrVyja7tly5ZK0Emdg1SSSnXffeVVXaJfMFKMLfOI+Q5Jf/nllyVtmvSyc9d2daa5D+tszep1Oo+ee+4FKXxPLjl5LFznfOs2n2q0YvWq33ROv/rac0pWcIpZD3XquEgWv4MTXK9KlUrJqtSb0o1yyP6gbp166NxITHDEJ0+BHNKhQwd56OEK3vQYU+y1dGcqFwVE/XW4LPps3347WvvqqadqqNPDc7HWIZpGXFlnffsM1qhfqdLF5JFHHtF5NHPGbIm8FiE9enVVBwL8mDBhkjz+eFUdF8grGIP6x7iB7Tj04DZijuVYQzTbteskbdu2VTyEeONwQrbBjjFjxshzz76gZAviCZFEeWVdDR7SV2LioiRQOAXTlSTduXO3bPz1d5k4cbK0bddKcuXKLmxJYQ2A58wrSBgEirSPxx57TOrUeVsOHTqmjhLkGTsGtm7evE2jAnXer61kCXLFfLRoJc7P2LFjlVi+8ea/VAWHROFUYHuGDR8ioaFBMnnydM0dZy5iY7j3Tz/9pGvsjTfeUPFp0qQJ8tVXX3lVb2wdGF6yZGmNXDBXwUvWPv0EzjBP69WrJ1mzZpRBg4ZJ/nwF5ey504qBONgbN/4uy5aulPsfKKtrCQzhO4sXL9Z1wjiTyoniW6HCvVK8eFF1JKZNnSX33ltBMmQMk0crPSTnTl+WZT8vkXz58qg9gNSxvsCj1197UyOl9Ds51awH1svsWXN1TTKWFR+7X8JC0uq4kNbWqXM77Ud+//HHSdK5SyvFeogruIz9NFKPE1mvbmN5//33ZfeenWpH77//frWjR48cl9q135Z06cPUiQK36tatq2mn9C8pl/CHLJmzyZbtG2TBvCXyVu33pGChnOoQjP7uR+nara1GUTNkyCKDBw2VQoULyKlTx/Qa5crdK9u37ZbtO7ZqqjFzgzHCmcfpZL7xzNu3b5WWLVvJ4UNHdSxZUzh0jz9eWRXxmJgESQy4rlHbg/tOqc0dP2GMilMfftBQSb0TDrLIurXrte2PPV5JbSTt2PL7DlmydLG0aNFCnTW4B4IFdvqRhytKjpzZ1WYuXfqT9g02Gu7AZ8As5g+2CIcPZx2HpEmTJooJ2KIidxdVxwXHKn/+gnL0yElddz17dZVs2TKpcEXqJNkW8BLG5ueff5YtWzZL9+7dtT+4H6KCpVoxfxct+klFgLZtW3lLePL+DW7oHOQ/I73zf2bq/8MXbktSHxwUIDu27ZY3X31P4qNdJwaFBEmaDCHyzjtvyieNPvrDRyQNQA10Qqym38ycMVc9Swb94qUzMnX8LCVbDRrWlYBgtynWCBUhWYAEMAa4rUILRgBy8eOPY1XZMxJmeWpEAiD1zZs3lxdefFpDUJAzQqh4ql27dpWNGzfoQiY/zTkDoqQFwAJsUSXIEe3Yvq/MmjNWDcDRw2ekYYOmSurxYHv26CsdO7VVQMEZAbBwBPr27a/kAkPXvl1nyZAxjfTr18tTSSZYNm3cLD17dddNZKnTcoqhm9AoVteuxci8uQt08X38cT15vMoj2icAH84GIW+MC143ZGXG9DlKrDA8bCaFfGPUIIkoDSirr7z2rBQtUkx27XR7GaZM/V4BcO+ew1Lnvbry/gdvybvv1VbgPnXynIbPAJVy5UvJ8GEjJVfuHFK37kfexUUfct02bdpomgdKNm0AcOgDgB+SAxFlfFi0c+e6nFRUC8aJOeEOugr1EMP+mguL80bbMNiAytNP15SE+EBp0KCRNG3aWI2mC9sxnjN1jMiltRxL5gmKL/2jqs9v25QQMB6QbX5ijFBJMLQQB+bFseNH9HlQiAnDMqcwENxnwIBBXqLNd+kn5gnPgXo+6qvvdO78MHaMpE9P2BJQ3CDjxk6UUd8OkUMHjut8pP0YcFRytwH4tAwcOFieeeYZJbOQaIzaxx9/6F1TgCR/xxBUrPSIzoF0aTMoSEOMg4Lj5dy5cOnerae8/fbbUuH+MkqKUJP37T0kLT/7VOchKgrjwjO9+uorajCISFBdyjdvmv8zpoD4Dz/8oH3x0Ud11digEkGIIOZsHCRqQ1SJ/kFVQbmjL78cOUJy586pjsOpk+HSvXtXdaafeLKKqjIQ2qFDhyoxoB1ce/LkqapkAfSML9E31kRMXLRcunhF2rXtpHOJdYOCSRuJEhA9xJkgH5Nro1wOGTrIm/ICaWKsmHesm86dO2v4lznDszIOrFn6lf0yrBk+T141SqEkBup4gglEHlh/GNRu3XqoI1i0WH5Nt8Ewduj4mc7/ObN/0rn2abNP1HnjeVkPGG/bkE5bmf9vvfV6spN6yDlYimpd+/W3NXUsVSp34nDajKHy3nvvSL1PPnRpajh7nsOk+J4EuvQd0m9cyTlXsYOoI2MNDkKqcHYgnWXLllbllX8QmQ7te0jmzOmVRLs8d5HNv22Rjp3ay9ixo9XYsyaJItWrV997cNSZM6c0b/nJJ6urEwfeQ2whMGAH1wIjOnToouuWCCDjB9GGzJB7TJsgdKw35hlqeudOXVV1JL2GKERIcGpv6h2iCkSMsZ0ydYIEBMTL/n1H5f0P3lO1nnXDfCEtAWK4f99B6d6js+zcsVd69eqjuFKs+N2KIczNyZPAlUPqSHJ/Sx1gLLZv26mkSOdZ/lxK6kkVGfvDBHXQv/l2pEbZsCU4XZBm24OAct+v3wDp16+fjkm/fn1U2IAE0z6IP9fu0qWbXLxwWbp166L9l79AXnWIIq9GqcB1/vxFjdp27dpTnddmzZuqI4OiP336bJk+ba6M/Gqw7pHgPqwNnrFmzafVQdO1lCaN9O7dU9cs7QcLcRrHfD9KMmfNIFFXEzTS8M23o1QcwaEFj8ELomcJiXGKNdOmTZMTx09pP/N/SDVrtPA9eSQ2OkHTqOirJ558TNcyfd65c3eZPmOcqta+YqBVTKMfPvqwibz7bm15r847Oi42VqxxRAb6A/zAYWC+whm4N04Q/2euXLpyRhbOX6rK+4svPSW7du2TTh17yLTpP6qduXjxsnTs4HClefMmuh6YI0uXrJCt23737skAf3G2XPpSggqIEOAyZcppBBW7f+aswzLmLP9CQtJIbDzpPIFK6hs2bCzTZ4xXAaPOew3k89ZNdc8KUTj+hg3G/rVv31bXCOOPHcXhfvGl51X4wmmiHYwrkU/L/wfTiXbBhfg/QmL9+vU81a1SqZ1mXsEvGH8wE1vYtm1rXe+0gfXDvJg5a6rEJ16Xs6cv6DwlGohgxxogUo1jB8lnrfJCsOK+YC12BLGQPUn58uXyYoLl09teMdvn8D9w7L/8o7clqY+Pi5FDB47K++/Uk8gIwDFAEgISJF2mMF0sH9d//79Kv8E+oNTjyUPqe/XupqR++sQ5atzUqIQG60Rkkrm64HH6j8kPGYFAcf8tW7bpRGVBkOuK2meEH+CDAJOuAfHMlTeLquAsMrzPSROnyFejvlRCjNpOrjKhZsJcW7dsV+Iyesy3mkqza9cOad+2t8yYNVYCgxNl985D0rxZKxk7brSsWPGzzJm9SL7+xnmhVmGB8DzAh4LMxB80cFFyKVsAACAASURBVJiULVdS3qj9igQFsJgD1ZuFlA0eMlDyF8yhBMVIPTn+c2Y7cjJixJciAde17fPnL5RpU2fogidnjgUPqdry+y5VjTBieOmQW7xrgAVVBhUN4kd/bv5tjy7EGTN/lMSABNm3+6g0btRChg0foClCOAIA/YD+Q6RKlcekeImi0rBBY+ncpaOqN/Sz1WsnJxKVBgDFuAP4kHjGD4KDoQZ8CdnRjuzZs2oagj6npxQcBghiDREi1QNnoXLlx7XNGGlIK8YOJbpx46by/fejdT8DY02frVi+RiZMmKAAtHTZT7oJm2gF7bRNcidPnFWjWqXKEwpA06ZNUfWPF3OJawHg4yeM0+cAbF3ZNJf+cebMBa+zhNKDcQQ0Ub0AdAwK0SfILYQzVSqn8rMPoEXzz2XKVMjgBalXt6F8++23kiOny2+kDwg9YgRpAylQzAlH7O92+a7x8UoOfhw3QdU7jAyginKCqo3yHBJCG89J71795fU3XpXHHntU1RRSGYYO+UJe+dcLSk7Tp8+o/c+8cE5FjKrgRtbMmXb17d1BQ0TJxo79UZ+f8cUoM6Yo76Q84IAw5+i/xo2aav9t+PUXjYAZKT975pISYlR2nBeMCeSvYaP6ns3Z8UoUcdwxBjgSrD3dVMk5FYGBcvzoKRnQf5g88EAFqf3WaxpGdyVUE2Ttmo0aySMvE6WWuVa9xpPafq34dOGStpG5hLJJ/+Ec8RyWG8yzQSbat+uopGPO3Fk6R3xPtt69a68aexRlSAAEgwhZkXvyyrKla3XdtWvfQufyjOnz1FFp/GldzbXmmhDOWrWeVUNKW/gHEQkM/OOSl0lNv3HqV7BiHCT0vbff1zxaEZdqkylbOnnnnbfkw4/e0z63vS5u82iQpj/RjzHXHSYr0de1E6QGGGzm+SgqgIPNuiHkTioe7w/oP0LK31tSBSBXlztYhYPmLT6Vvn176xhivHv16qHrihfrgX5kPu3atUfHAjx59tlamvphit3x40elY4fu3ugLjiLCAKoh+bk4YPdVKKtrGpsCjk6ZPEPXRt9+3dVhQannmR0uBciunfukffuOMmv2NElMjFXhA2Xyu9HfqKNKv2CTSL8CswYM7KckacaMOUqkAtQJStDPQHCmTJkk02dM9e7XcGpyrMyaOUeWLVsuw0dQ0SteQsJYi4mq1Pfo0UuGDx8qm3//VWbPmq/2CNIM8eGFktmzZ2+p9fSz8niVijovSXEg4mekiAhio0aNZOmSNZpi2abN50qgGUPyv3fv3quiyBdfDlTH4f4KD8pbb7+u2AB+zJ61UIWJL0cO8O7vwVH97rsxiumkOUHOiazUqfOu4glRrzmzF6idHT5ioDpNiXEhqrgyHmA1kVPGFfFFxTvPGmcOTZ82U202+EKUmfWcEBAlQQEhOmfAhtx57lI1mb0P3bv3Vltmh59xPSt5yf8h9Y0atJYvRw6RAgVz6XMQVWWsWrRoJqFhQRJ93VWvwemmXUQ1iIyAKUSGiMxkyByqOfXsO4hPiJRt23ZJu7ZdZO48N66nT5+Xfn0HSNlypZUTuf1I12T5z6vVoWEcEBpwXBHf3Dpz1aQYL1dwIUydGUSTTz9tok4g+A+pDwiKUcJ7cN8JadHiM7UpONX16jaVUV8PloIFC3vy1q+q/UAgeuON17Rt7DlZuGCxPhPrDBtpfUvf29xnjDp37qp2JXeuvLrm4ApwFyf0uNQ6yDjOQ4P6jVSBL1O2lLz11pt6HYQC5jzrbuKkcZo2xH6oBQvmaeSsZs2aqsy7PVQZ1Saxb4T+Agd4IeLCdRC2cCoQ1yy12qq6GYewPPu/nKn/Dze8PUl9fLyEnw+XwYO+kNUr1sql8MvCeVDktjVp3kjKlSt1S1LPBMUWXL0cpcry/v0HpVv3TnL+4ikl9Syqj+u+r0q92yTnNi1iiI4cPiHrflmjOVsYSt5HPQQ4vhr5tWS/i01w7nATI0IAlm2sDAiO0RQDiArE4etR3yoBPnT4gE6gkyePakgYsh0aklYX4Zcjh2kOJik6XToNkAmTvlbQPbj/hNT9uJGGvyAKAH7Xbq09hihOSSPKLsSlYIHCCnxDh5LKUkWqPlnJHUGeKo0cPnRcJ36Xrp0kV55saiiCAwnPJugiX7BgkezYvks/Exd/TQECAEb5wVGIi7/uUZfYuOY2t/FZwBgvFzLGNQHfYkVLyKMV79doxY7tB1T1mTN3kqZeHNx/TBo1aClz5k6TVCFuIynthwyiiBUslF/atuko48b9oAAIGdXNTrEJEhqaVscJpwigAPBRCQysWMS0BfJPO8jZI88WdcYdTBGt7SZfm34BzAAb8rMBEVQ20qIICZLb3KhRE5k3f5aqZ+SCR0fFyW+btiphhKhhYPft3yOdO6OKudQC5sXFC1eVjAIgqEooFYTDA3RTmUs1MWPQrl0b/Yz7uwvvoe4RNoVMQDogDkQxUB54VlSmn5etUmLToWM73SjF89jm3gkTR8v585ek/ieN9d6p0zj1k2tfibgqixetlE2bftXQc6vPW6pRYVOZORwAGnMdx61D+06qpJAahXLv8uIT5cSx07q5DyWTEmCmzJP6snzFEm+OJyAJ4BMK1/rKqWDOLjpGf+kmO/3pHC/IbudO3aV1m1YKvJB1yCzzE2fm2Weel5FffaF9UaJ4KQ2Znzh5TA0mxAbHMfJKjHz37RgFcUg9RADSzXdcOThymlPrBtNWn7VWo4SDqWAe50LpEeFXNf2GvPynnq6mz0w6CARx966D6gzRNohf1PVIzXfWoy7Y4BnrNt1D9J57/hl1UDDWqJpOlUbBPa4KLg4zUUCMe4X773WbRmHl4ipgJMSLRrpIASTa16DhJ1KgQB4lTqTCde72ufbLrOkLdT00aVZPAhKD1Sgxt1EwcQgwbMwl9gIULJg3WZV6M8j0FUrqwL6DZenSn+XK5UjF0eKli8jnn3+uxptntRC4I86O1PPsacLSuo2UUdG67nH+ISl2SizzGexauXKlCiOMdcWKlWXggOHy3PM1pcoTFbUfwL89uw/oOH/WqoUESJA6eDNnTvfU5HabZ8Ey8Jk9Cij2fJ75zRywSAIRIyI4YB+KKmld4CNjDRGHBN6VI4vunwpLE6r2Z/GiZbJq1RrN1WUdkg/PPKCfsBGQehRuU+r37jkqzZo1lfkLZmvKoDm9mzZukVGjvpEvvhwq48aO1/xu0uoQUNy8CtBUVWzC560/U0eV/HHmJFGzWTPnKbHGDoIZzHVEn4MHjusmZNT3LVs3a6Sxd5/uirOIODw7mMq9Se+r/da/lJCyUb5vn/7ax0TKqlV7QlMEp0+bLzNmTJMSJe/RdpldJfrJvG7Y6EMZPtytYYScVKGBculihDqmF85fkabNPvTupcD+jh8/UecN6XZgIVhEJIVr4zQtWrhU0+k6dW7jojwJqTQNsmmTZhodYG1hL0qWKu6JELrNwGbzWYNLl/ysUTvEGEg9YxRxKVLtNuk6pPHs2L5HOnbsqkq9pWD4lhxlUbGuG9b/XCZOHiNhaRzezpi+QDlI6TLFdaysTrpVakGQ4zo46aSbnD1zXrLlSC9Fi5SSRx6uLLnzZJEdO/ZIt659lFzz3Cj1/fsN1JTD6tWrantYJ/QFUcDGjRvr/H26Vk2pWbO6d9M+wgekjxcOB0IlqW2tWrVU4YLsBoosBGo7E+XwgTNaGWfmLBed/PijxrJgIc5ngI4J6XWMCfcgYsXaZK7Nm7dAx6BRwyYuCnFwn/IAIl5u02uC7mUb0H+QVK5cWck044C9Spc+RN/n/vTRihWrVFxkTSKmEX1lrmHPWbdEQhi3yVPGS3BIgBaaQEBdsmSxYiTXgQ8QnSBlMmdOikCwrkK0raxhHCmcEpc/76La/N/S+lxmhatIZJvO/wee/Zd+9LYk9WyUDQkKkUP7D2iom4WCGlbtqWq6UTYAS/cHLyacHiAQmKjGGTBDqe/cpb1EXDkvk8aijoo0blJfrkVf8xJz/gbZ/uH78XLk6CHdsIexZvLigbdr10GGD/tCChTMo2AJKFudedJvmjRurh6/BEXr36MiY3SzBqonauvYcd/rwkBBIkc5BLJ9+KgqdqNHf6vOAnlfnTv2l5mzx6nqcPzIBalbt4FMmTJBVqz8WWbNXCAjvxqo7dfKKUGp1IPm+jWqP6XEoU+fAfL8C09JhQfKajuCA0Pl2NFTuqjad2irm2Vd9RaqGbid84TmcXxQvlFiCeGbMeLaEKE0aQHCKF0IEEv6hvQADBoGkXEid5Jowjvvvqph7N27DisZmTjpOwXcE8fOS4NPmsvsuZN1hz3jxKbOYcO+1LxpjFTTJp+pioZRiE+M0ee8fi1adu7cK6VLldXqAYA0BBAl2W00PKsqJEQOIsFiXrx4oY4toOmq0CSoamT7CBgLFjPzBVUag46qQy5rvrwFlHigoBLS0w3FUXGy/pfNmsIE0SW0OXXaZP3dEVNXrYXqFb179VWjBUlZvnyZ9OvfR/sQUI2OZh9DlKZUkIuuea+JrjY5YBNx8boSQTYvmVKPYkj/cB/GCzWNOYnxNqX+wIEj3v0XbB6qX7+hAlahwnkkMcBd//zZCzJm9EQdL1IgGjRoID16dtOoiAEZ6UGTJk3RzeWkiuHAEAWC3KjKEhCnOfu9e/dXJZqNi7wgXVQmCEvNZrsI3XyGk8X6QVFUQCfiE+sIjakfpsKaw0IKEWOZOUtGOXr0sObhYrSJeJF+MnBQf01XCQtNI3PnzdZoS6dOHbRdjAEbrVH7M6TPpO1GfWMj10cffeA9jAijQfsIYbOnADWOKBoEg/lw9nS49O0zUHPg33n3TSWatI+2r13zmwwbNkRDvIT4yTUmZcul8ECoXZ17S6mi/whXY7xcLmeYKomo9K1atdYo05o1q6R3n56eahps9A/RylVUbyBcTGSCPQINGnyiuas/LV6lkZo27T9VUjV31k9y/MRRafFZI0Fc5f6QTvZwMBY4vIgC9Gvnzu2TldTjuNFXrnpNkBzcd1Bz2lHWs2TJJtWeqqJzmfWIs6wh7XgiXW590te8EuKcIcUJgrivXLlayTSE1Igi91HM/uEHxaT363yoFUpqPVNNHq/6qHOM4gKE6BkpM2ABRg8VGXLL+uP+TiyIVueADXOIBTiDhP0ZWzPqkNk2rTuoYshYEw0h/ZDIFNdnvZQrX0LnOXOcSDHCyPbtO2XosIESExepKrA6x57IBKQE2zJ12kRVESH1LVs2l9lzpiteQKohryjFY8b8IH379ZQlPy2Tn39eIX369NINwe6UYVfR58zpc7p5XdMB42OU5GMHV65Yq1Gfr78ZoWuRvqcqydIlq2TQoCEqRGzZuknTVb/5ZpRGALiGCS8420R+aj5VVefUyJGjVG3n2YePGCoDB/ZXDKFkNErpgIF9FN+Z8wg8pGVgV8AHRAvwsXLlR7SvIPVLflqpDnO7Dk09SnKIYjn7DcD1J5+orgTymWeflkqVHtVnAHOobuf2zLVQDICQk9ZCpPWH78dpBJo9cbTPIvIuLStOPwfhI5+aNcb4sZlZEoLkzOkLmvJE1TiipDiGbdp0kJmzxuvY8nIikUsP429cD1I/c/Z4VbsZj8ULVukmV91TEX9F0oSl1/lEyiI2k1xzSCjrVe3X+Qj59bfVsmzJKq1+07lLa9mz54B07tRT02AYEyKx5NQ/9XQNjZRyb9bBkp+Wq+3DwaSvKPABj3H7XNxJ1KS0gC+ITvAVUp8aNqyv/cl8CQ5IK/Fyzdmyw+c173/2nKn6vfqfNJN586d4cssDNIIDvuKcsfHf7NPixQh9W7U/Sesll3/w4IE6n4nW4kzu3r1fevXso2muKOk4FjgidxfJ5yHQztFm/KnUg+qP3a35VHWpVMmdC8FaRmgDYydMdNkNVyNida8GQhLzD0cckQph4dV/vS41a1VRQZPvMr9w+nBG2UTr1qQTmCyq6uyTS5u0qMxfytL/x5vdlqSekpYMWKqgAIm97lQacuoDgl0Y9lYlLQE3Vc2CA3QXO1VA2EDVo2cXOXfhpCr1LMb6DT7WtB5fL4y0AvLWn32ullSvTkg9RhcsYUtKyn0xYqRuPHSlLVHu3BHkhGxJkyFPLjBVtC5mwGXTps3yzdffKQlh4rGh5JnnamheJSDHZIN4EcrPlTu77N67Q9q26qWkHkILqa9fv7HMnDlVQ809e/SXth0bS9nS5HBT2zNQowEYma5duqtiOmTwl1Lr2Sek0mMPuZSHwFA5fIhc0A6abnBP0UL/djIcKiAGH5KAKkjZNwwhik2fPv2UvFCJg1y4yKjLsm7NBv0sO/xZZJ988onmi/MCnMaMHi+pQuJ1sW7buk/zKydM/k5V9727jyhpnzZ9gkigi44QYhs8cJjmv7FpirQHdqq//c4bkjqtK3O39fdtMnLkN/qMbALGCcGhwCEClFCVSTMgBG8n8q5evVKNLoZa5403RSZMARzQQ9EoXNhVt+A6kAP+jyKMGjtz1nQFeUfoRNat3aRK/YgRw5RMQojJ7yN32lKyfv99u/ZZt649FJQAKgjZPfcUUnUM9Y5NkPv3u/AkkQjnbDiV+MzJy65GerWqShgJy9aoUU2JkBmDhQuWqFLfrj17DGIVbCj12bhRM5k1e4qmW9Wp85Hm1D/zbHUXao+Lk6OHj8mggV+qqonDACkoWqyIF/iZz7v2bJeRX3ylqiepSaqO1aimoI0SruHfk+eUPLERl2o6zCEIR9F7SqqybeUGUYsx4EReUIKOnzwmuXPmUXLJs9xQQpyRhABQnQMnt8g9hfWe5H6yiRRlm5Sm/QdcuJWqJVOmTlLQbt26paROSzWaaAm/cFWJOtV33ni9tqpRv6xfKwMG9JG06dPoemYMyKkn55t1SRQlJIwIlFPJqX4DiaFqT9t2LSVDpvS61iEf43+cqsaY1AOcup07t0uHDu30mXgReeKeqEI4vJDD5557xpvGwfzEGBIFgdRbbXWcFcrFQkwir1zTyiik/aE4Eo1grDCwOL7z5i7V8Uep5/szp89TJ7FZiwZy4dxlTTtgTbKx1hHjeCXGrNdp09x6+E+vpKbfAND0Mf2F8Y7HGGpU0CmkAcFsxovRqI0zoq4ikrsvJUUdQWLvhSMjCeqUkNNNeL7Q3Xk1Emp7MXA+vx8zVtc/ynr//oN1zoN/OFoJcUFy6OAxxT7mDY4OOdnM+3r1PvRiOJEb1GfmG0SdvkK4wKlkXuA0QFAg6eReE2EDu1EoSU/jb6SHvVfnTSWqrMn9ew/I0CEj9bkHDe4ncQmUdE2tDr6lApI+0LFjZxn34xhJkyZEhZDPPmshc+fNVPx2pZCv6wZwNguPHvOVbtqkP5gTBQvl1vtFR8XIypVrVUWnxKs5uZq+lBCgJKpTx27SvEUjTSsDd04cOyk/jpsia9asV0y7FnVZunTuodFHStXGJTj7u3HDZvlixCjp2rW7ki6cDDZJYu+IxNE39RvU0/VHembPnt2V1BcsmF/7wVJD2Nj6Zu1XFd/oY8gZdpp1P3vGIt1P8Hm7Blr21lJKwBVEvZo1nlalFvX5kUfcGQSUdUWdZsNv5y5t1XYxl3DMyAVHCMBpJhWFvsqZ8y7ncMbF6XpAyCJiiT1BWcZG8sykSKHUk1oJqWefBBtAyamfNn2st1qezXPWGHOVazRp1FYmTv5OQlLHa+Rkx9bDGj3q2q29FC9VQK5fi1e7wMZshBk2xxJRIApFzjd59FExl2T1yvXy3bc/yJjvR8q+fYekfbuumlMP6Tx16pwMHDBYI4E4RtyftEmKHCBW4BSCQWzqRyCDF7AWEK9w3igYQER65szZStb5vJ6+zB7D+FAXrUhMlCMHz6qNRKnn2Zo3a6tODS8ERSI42CdwGmKvwszVCPl5KXt+dknz5i3VNhMV69GjmxQtfo9LgYqX/9feeYBbXRz9f26liYUWRTGxx14QjTU2LK9iIRaMBWP+STSK2AApakRREaSIYGxBY0wUY4klQewGW0SxV4p0kd7LLef/fGbP95z1vBTzXpXLdc/z8FzuPb+y+93dme/Mzsza66+PscGDhviaYy0TGsdO+RlnnpI9aLPK9fTgwUPsgP0P8jA3cu+OaHuIHXroQUFWVJvvdDFuxNTjOJw6aZYNHHSzrwF4CzIG42/48Hu9OtalXS7w93MvuxVgEsKGm7thw3wP/Qs6U3mT/F+RGf8lz/5eL6+VpP7bQECeQMgGcWMofrw0Or0Ujygxd7pO1hiLbdjQu9yKJoYXgUpyFOQE7xpxsf9zLBU0gjdKCRR8h9eTBE73DmU9AWSXY+0TQkC1FYTACceH5CeFf3AvZJQKJCwwiBqWtieVmPlz2ZZCcLJAiCnFywGJwCNH8i3xssTOodjxSNBOlFMIO6nwttN/SLtKtPFslCuLA4sdksriQCmjUHk226RU/cDjSfUKt3pfG+3YUJILwse7aQ8THrKDsCTshf6wKNkaI16OuGba0qnTBY4JHiQEPn1GyPMMQnAIGSC0Be8myTCMGThyPwKQMWU8METw3KJcSRqFKONlx+PBwnz77THuzceDppj1MGbF/kzIFl4mlLKSsngGCg9ljpcBYa/wAOaMVyf6y1+dqLI7AHmiPcTuMR4YBghr4shRBCp7BzaERnny0YTPPOSCkAwEK9/FgoQtTcKpaBfhEgjNEFpwgJN/SBztcqOiTx/37vNhbJgrlMdjHPCik8jKWOABoi0QQUgohJT3MndQzCgTPFZcg1IgGZFqM7QLRRq8agfktsXBFeOG8WF3iLEhFAby1aFDSIAOzxrr8wgsaS87EOef/xs3KLROaLvCG8CanQ52jHg24S3MYcaLrXDa37HjGY4NbWO3hLb6tnm2ehA5IhhnCGo8bCgjyBfhJyphx5xjnrJtjAdddcODkU5SdDhJEW878drE8dIfZAG7D6wv/o73GU8VoUkkr9MPSrzSbwgo7YYcsn5YjzpPgvFhPdJP2knf+I41o/XK2DCGtJv2MtYi9WDtXuPu3f16+sIuE+uDMynYxg9j0SF3Oi3X034MoO+U1NdQgHsIU1aZgn+Io1/oawL5fPhhx/j69FA36oe/9547PC6+5CKXBYMHD1yj/KPMJPICGYPcRQaw+8Xc4h+x18gD1hjyABlDO1h34OoJylde6d5F5B9hcuQUcS2hBieffLLPXeYnc5PdS56HYyc4YrI7Elkdwbpl/rLrSJjUooUrnNQ/8ugI92wyr9lFwMnCDtTdf7rd17cnlddr6LsJhCHwHHYb2x3f1uc5skKJrmAq5wfEGXlFzgkhJ8wLysGyzlm3Sk5nLpLsqApTXI/O5JwDnscOMUYpeooYdxKWaev8+SGkgfkMEaMd6B/wQW/gQUWmsSbAjvnLP8oSsp6QOyJUePaRMxjoJL4jP9g5CTs94QwLdK4XmLjqqqyBVux6h90W9KbK4qLreSdrFIcQ+gMjEBnLWONl9/yxrPMHfcu7GWfkiAx5yCLyDg97yNkIhik/ee/FnbvaAw/+1QtfQBKRlTgE2Rlve8RRVlpW7GPFmsUxxk4c72eekHzMGNBGwnGUkM+7MUjBn3ryyEQPizzySMeQd9NPZBPGB3oemcH8RP6rFDdzl7wJZBMfxgTc0VUYpi6LM2F82cVBF0HqCUmb9MUU1+OPPvZgCN8tLXXZzjuY/4wJOKCPRo4c5WPCbgm5HCTuU7oaHdZ4w1CKGD1JLhtOQXBkRwWj+cQT27suoj84D2kza5I5IgcXc57fPUToiy/cYCePgLmIUaQ8KvQEepnxpgIOMviItge7fKEPjA3cg/azJsSXaijC1untdZLUK95Ni57Fg3JF2EoB8h1CQjFSIm4sJjyeePpENhDoEDCUBwufpBId961rUJZMDoiiMuF5NpMSZUtcGuQCIYN1iNBiAdAmhCrCAIGCkOIahCAeEIgDpIEQFp6LsYEyIgklHJ++3L1DlJyknSwyEjOZpPxdFieLiIQTSjRSZkrGCP2GrLCgmOCQQPccl5T74sTreO+99/n/qYCCMCKOD+HDwoCoQaxQGDp1lQx/yDX94++0l4UHgWWbC08BIT0hprTC+0SfEa6QehQ4JJ5x03HsCFA8KhCgoFCm+HMYB8g/ypBtNN5DO/AKIzAYN77z2PysxxJST58RlBgzqokLFhCzE05o58YRQhPcaQP3SklTFhJyhfcDYYFHBOWIIod0gDvCmnbwD8zAXiER1BWGSIIhzwUD3iGBiPeJduHphXBgyIEd8yFsxVPp5lV/N+OpWHww8R2b3tflklwhpght7gsHopV52A1eITDg3TwLZYDw4zqMOKpuEJrEfKR/bE0yF/kgNLgOgoOw1mmeEGGEMknjEADaiXFDuU/GgDkLnpQMCzsbeU9tLAUhBShTlAaJoQqP8NCuJ57wag+0DaWLccdYMQdEmBcuXOrtYnxCHH2VKxhw1LYq/Wb3gXXCuBI7zM9QLaTIDWfmEzslvBf5wXfgAYGHrIRkq0pXOoSD0c6QPF/k5AVlqgo+/B+iFbZxq/15JDGTJAZGzEXWAH1hLvB+FCDY+Q7B/PkukyChePPJw4Ewsib4nnlPEj8G7XHHHe9zn/YjVzDoeC/fQWJatmxRq0k9bVVYg5wueKpZP8xlDgGCbCL/Zs2e6XML+Qc5Yg6SpLkm+Uc9b8YRowliAWnz2Pt69Xw9aW2wvsCcsYJk8D3GHXqA8eU+xj2UKt3LjXvkKPKQ75BNtJN1A9nG6RLidEPujIfdVVX5HGFuoh8gHa332teGDhtiN954ncc4M76EfVEBZdTTz9pll3d2uUGiKgScdQC5p+8QvFNPO9HHV8TFa9Znf2cevTL6TZfbyF0Mxpabb+rymIRR1gzyEKORa5AJYIMDhzXG9xRSod2EYZJ3he5jt1KhOqwf9BeOG+Qh7wdLxgS5SC1zHAnCjTFmPDBCg0zrkFuLeJ8h1vN3hwAAIABJREFU3+C51157u4OO+vOsSz7IGAxosMsbsMFhhgFAZSvWPLqN3CH+7vNm1ixfx6wv8GM9gR/6D91BmxgX5gd9hkSGUJAHPCSQtclOAzJBYYQKv7nttjudNAdHQfD0UsyCMBLw5x7eBeHEOSDSyfqHiLNOeRdyAf2FAat3o8f33HN3H2ewQJ/SFp2RgbOIXQrX49XVPobMLdrAeNPW0047xeerjBscVIxxqAJW7jsVfoLxyipvJ550ErlZBxzydk3vntnY81AND0MW3cSYMK8ZS8Il0Yknn3yqJ80yRlSZQ6eTS0dbyHVjzBgP1hZcAWMbgyAcOBUMJWQca5Ixw/ih//Q76KJQ0QcsmHPwB96DPORa5ia6iH6za8q6pdxtKHwRzpBBzzO+zAfeWdtj5tdmMdRJUi/CSudVOYW/MXm0XeYnkzUMW/HaXpEyYVuJycSE5XuIJAKS+/nJhNBJcPKyiljxTrdys89VhRoJ8eB1Webfe3nAaIsnZKQHASzvKwueaxXqo2QNFBxtoW3xEeLqiyrzyNOl2P9AWkLMaiAYIU5MApLrVcVD1T74Do+JDnWiOkwIFwkJbVIeKDXaI+9SrLi4lr6FfoTavvSNfvo2vScphzCUUHayzL9DyKMYgzIp9TbLq8szCxNauIdFjqJXH0OIR373hCRJkQYRM94DKeddGmPFz+m9wlTJnRIqahOKAwGs8eA+ET0ECG1DiFBnGJyFoSqeCEu1L+RMhKRa3oECkzHJPQhGzRfaxnWhnOdKVw4YkihP7mUu05ZA8ML2c/BKB+XPexDg3I9Apb06aZn36pAs3oHHib7o4CjWEvfIwKVfCFONgfoAPnjVqDPOd3ESEm3UB6EkIq/+yQsfsApJ6vG2qOZaSHoP4Ui6R8YDv+uES0iaZEGYJ+F5Ogmav6nyAdeBLxiiaEMyVYg1ZhyFPWPL30g6DlVbwvqSsas5x/jwN36XM4H7wFnzl3WkU2npW+Hck7yRoab1w+88W23XjqBOrwxzac1Hctc4/GZtWmct34MJmKsPHmdfHeZp8JiH07RJRmUe8Tfu8ROLszkLa5J/cvpIRkMmwJ9n8Y5g5NXPhpAFggi+yAc+/F8hHFq7cuRoXSKDmCsa+3gu8YzQ3vzJ1txPm/kQHhSq2Sz3GGHlZyEXQiWgoINYh8wD2hdk8ya+visrl3/t+SEUrjKXCNx6r/2cJNM2TmHGCMFYDud2BJnFPOLZyATWimRV8NAG/UauAzICvOgPjpPQjxCmwDXIBtqnU8+1eyBZJmdDOHU95DZI1oTxCc4vrVWtK+6TrpXukn6WjpSMyx9wF5xijI36JNkUy3SeJx0kvcvvWveMjXS1vpceCoSQKllBh6nSCyF9wSnHafILfS5xL/JcOojrwQs5w/qXk0LyXzqAn4wdeMkpJ92qvvNsJQLTbhw+fMcOg+7j+eDBtbwXfew6qzTElBOioio5QZ7KUAyOKNrB38VPYl0SDgANYVeQ6wnjv/BdRXCcO+8rn6ehNHg47Vu6kjZyDXOG72mvxlGEW+tP/ZMe43euBVP+xv+Zx+CJAaH3KLdAMpTrxBWkU2oowtbp7XWS1MdESMRLZDGeRBKuIiOaWLGyja1wEYdAdgMR0mLmb4H8hDj7eKJrS6eQDMaLVVap2iKCq9mhdiiZUoSBfmkCa3IX9ou/6/kiEVr8WuCyTrVI89eHUwl5D2QpGEchPlYY8D55m90CLgrbyxLScd9coVaH50lQS+koXk2Eh/u4nu9jrIWt2sx98niHvxXnDLiwSMNuREyg3PuVJWYyIDRusdecZ2u8ebYECv/nnwi/5lmsSOKQGglACSL1R+3gfvrNHBLpEOkV4VU7RADVb/VLeBGzTawm8fp4UWKs9WwJNGErEo9w13vBLBDEoGx1D0pba4w2iAzH4yYBT5ulDFEseDI5lEseLt6vNkigav3JYJZxo3EXxvK687PQkAdH4UPbUfh5MkcCZ/ACebJmtqKB1rKMRhFljY3mWCF5oH+8Q4YrvEuKQgarDGAnctVBGWoN8z45HIRHILLBmJNhoPkaasAHkhGvdRmQkFuuFbHSvFA/NZ9Wp3nWNanXOog9zCJ3Wnc4JrRTqfmB3PH1Xx3khmRpofzjGpFxkXR+QnC4VoQpNgq1xhgLxlJzS7JXayaey5LHMlI0X+N2aWw11sFYZfzC6csQkOBAohQmhD4k5GtNaU3KyNUcieW65jq7QXjkW7fe1yv28FycGeykksPETgLGAfNHa0/6oBAv2s1zdQowbWJOQgz5TvpL+lYY6Dma15rD3CMjR1hoXXEtibbgHvQgsdRhrLlHbRT2wfAIRr1kiYwPrRe1TzpE+pWfIsgyVjSOWkcyJtSGWP4G4pmtguUcIcgZJYEHWRWwkw6QgVI4prHDUfIUwhoM1+AUiGVWocET8w7N+ZiDxEYB483Hw4lKizwHJi9Xg2NJ1yt5O+63cNRaCwSaXJBA6jn4i1DD0O+vyzQZxNKtXlo4+764vTxTaz42arSG5OSTrtW8l6FAH7k2OL5CiWLJQvrN79Jr65SV1/DldZLUg4kWiAZRClmCQySMnxLQQUiF8oUIqFgof40EVwUCJgGvxcMkZ1KEhR2SKwsJvX9n4ZAiERveI4XsnkaOLY+2TGOyrkXD8zWZJThj4qjJLwHHpNWkds9P1tMqIqs2aKGKTIMH1TpEWEK/gpeS90uZxERBW8a6JuwOhHukdGPCKgIUk271Te+Q8o2VqMiXyLYEnBLuQt+C143+uvctU+n5AlIcIj6x0hZ5jhVDPKf4e0yOZdTE16tNwlXzQdeAl+Ix1beY6KsNMemO13psUGis8uNf4cqaUDCSQDUHRZp5Dv+XEJRA1/excqHKk3alnJSUl2QPzwkGnsYxJtW5Q5yyxFNzTEJZeMXrhOdIwYv0qL/qnwiy5ruIAN/LwKQvKBJhofUvA1LrLEcEs+RP4ysPr57Ns+Qxk1KPjUwZopo/7jmvF5SFlArvRIloB4ckwFgJiiDFHkXJpLiPIjHymMXkQus8rJdgtMQKSs/R+lmT3ljXpD6Wd1rjGJLynmvXTesGMi+8XW5bSU75r0r+Fa6peC1KJsfyjLHTQUOai1p/Mp54r8ZbxrCIq8iR1ormqr6XA0Sk1XVAhRxEIdSF3WOeQ1ikdJn3OVtlJzYGMWqC3CYMMRh/XMtcJido5MhnfRcIzzq7FOxOEgZBSV/IuQxQzRHdr7GInQuSJVqD0jFy8sijLf0pb6nItYii9Iiuk+Euw1ryVuvs6/oo7HowTug96UaNvcZGhnIsE2K5HssbyXgZKMIg1j9qi2S7jDatNcZMTpxA0PP8QM+N9a4w4adIe7xO5ZxR+yVH9V7JRXLiJCtk1MTGHuc/YBzEmIq78DOWlXF/g/6GcAenjowRtYvftdMv2YSnnvBFwmGI25fc01jEzk+NvfKbtMZ4luSw8JABoLXF+EjGsnbUDo2RnKGuZ4rzO2T8Lpmvuaw21pBbr7Pb6ySpl7AUAdbAx56/QhIXk05ItxQGzxIhFOlXZr4WjIRn7Bkr9LLG5B7SK9LBBOI5IjT8Tn1mJqgWvEivDAZZ8KsiPVLmChGSFRwL4lgIyfDgp4i/SIi8m8JG79UiVh8K/46SjT2REh45r09p2JqNPQsikrGRUCic5ZmQwCs0diRk8GYpnELPU8kkF1gWCKSeH7cj7EiE7PeYKOla+lyoLGOjSmMWKy8JK9oiLDR2mlMiBDFRk2KTwNW46R3aIuYeEcMYR7YwFZ6lNUFbpQBjsi+cRCBUNz+nSKrDeHn7LC/QpZS1FuItY7Vb7VTfY2ItQar+x94nKatYyIpsac5xvYiYnqV1zzVSkLESxbCTUqFsoozNQPTZhcoToVDPuDQXalSoLDUH5b11WWPBgybCIINHZFI7VfmwhXDol0iT5pMIEn9XKJRCNMBBuEr5iXDGJAzlhvdV8kVkaE0aZ12Tes0TGUEBx3xd8Xzt82w5waqwC6d5Xa8shETJCBA+Wk+aQ7pHDhz9XXNKRrfksxwMsWGuNR07duSNjomqjA7pIs25QtmjUC43ILPGSo6wlISQC+aHyKLPm0wIoVRbIP6xE0fETPIaA4nYbMISCIPggKtYpskhpDWpdZhve76WNxWMfE6VhvLIjJPKdep6GTGSbTLyYxkct5/5pxAf+sr1MnJ8jWerIsXEXutSBokcJLH3XzJZ8iHvBAoODul84S05q/Wr+SLZI7mU0zFZZ0m+bG/QMyKukGE/3M7PuwihjxpPyXCu1xqXjoxJvHYgY8Mw9jK7F79+2OWTPJTuV/sJq9F3mvvqg+SY5idzoNDQEldQoQu+l/GmMZd8ZRyQP3pu7KzUmEsf6LuYe9EftVWOVBms0smSdwonqtcg7GLw0djpHW5AWwj5ke7y+ZU9p0gOyDXJx9r+XZ0k9XlylydmmuRaKBKAIqwiIPEkjgkxAynhpueLQEtYyCPARJbVKHLPvXyvODItJhYGxCEOEdACkxWpBSJSkCMH2dmlhSTSL3Kg58QeCik4kTAeoS1MBAXfy8siASkBRH/VV7WNhRYTVQnKWEjFQjFWbjHJ4/8SJCInWuQaKy1SkXoRG10nZaxQG73LlVNp2JJ3YVgUCL3GhufGXgftEmgMaZfmgoSwvHHCTH/XWMQeCY0971PbpYT4LjaK9DwpvFghq80i6LQb4iLyIWWpe5hrUtbCOlYymtNOILJhTjlikM1toM28Y8myxY6XE84VgUQIZ3lFRAJEakUk9UwRHzwlsREtr48ErxKTNR80H+N1p3kor5j6onkUr4F4/si7KYHuuGQPwyJsKRgIQSFIFsTzNDbWhLM84hrTOP5WMbOK09Yc1Ps1h4WV5pEUqZQP12nbXfNARp7GT0RGGMTktZBY1WZSr/VI++XFJlFWYXEBw5BDIgUPkZJMgvQJEz1DBCBel5JRIn6ak4VzKSYqkgm6VrIh9lxKxsaGtGRRodzlXTyTnBQ5cpgrtEnyXKRJ7cSsDvMn7H56e7MGgD8/S9q+NsezuQCBYOZJH6E2MnZ8bpeXOOmRPBCx1XoKhhO72KFktAilr5dMOONBDhVhLa+q9J/mohwQckhoTnrZUw87C7vlyJN4bTWol8+F09jIYNGYSq9pjsTEWDJQMkxzSL9LDgn/WGcVyi3hL3x4LwYIMg7jRAZ6IKphlx79ozUq3kH7RHy1rmXUxteoX7SJd8a7EPG71ObYSNDf9HyRfcmeWKeJcGtstL58/hSV+vyUTuSndiw1tmqbii+IF2CAMr9inqV2iRMJf/I+eJ8MLrUJDGKDjmfHOwSSx1wnWSzHj3L4JGdpp/qo9RXzmdpO4FfVvjpJ6iXMNLhacFKUsv7jEBsRxphQSylKUMTkVuRLk0WeId3DpONZMaGWB4fJWZjkQdv4FyZn+L8IhBSUlLkUiASDFEue9OdDe2JBESstCQUR21goiUzJApZHkAXpCsRPBgxbhCKkIl4SGLGSE3HNk/QgjFBkwkmLPCzwfHKo+h6EYvi7lIUsbMV1SzmhcEQw3TCx4NFTOzhhUu0U4dOYgL8SofhbTDglmBT+EHsjNEe4nr8r0Sz2RojAKTxCY6BrpPz0TglIEVf+Lu8u94j4x9uHOQ90dv5ozsUkVQpQYy4PpAS1sND4s8uhueVK3oLRKqWsGHPeISUckxeNRS4sIRv+JPIm5ZLf8cpvocfCXwKMZL6cssl6kqS8g2AOpC424DX3+X5FxWKfY1qfGCmh7SEBVvIhNrY0X2Q4aqtfY6h3ScbEXmHJDeZEvPslhatQG+EeG5x6nsYvvCeQBcmqeH2FdobQH60ZzR8pYeb3mj7r2lMvMiyZHBwHgcSIPOQdAF/3yInYSC6vSv4p5hmsCslF7L0VedCaloGl8dG1WqcaKxnx2imIDeUwT4N81hqRvtJ6oL9h/oa5KDIsY5P5zTsDHiEh29cyB7sxf4tCroWeKyMjL/NCTofCmGifE92qkKhLjXbN59g4lvwN8m2Jh5llbYpczL8MBr1buknz1/VH1hgJBkaYyyKnoV3B+5/Ld8nKb74jHLCsJISD0m/ujYlrWHeBdEpPxHpTuMnYE+mTPAnkP/Q/JsZaz5IPMjI0tvH3GEb8nd0LnZTt9c8rQr4U+jMmjgoPlSEXr+tCY1zrP5bdCo+MdWWsT7WOpOt5Jh85TzSPRab5TpjSJp2yLT3F7qZkp+SqZIzmIveJv8hYzMmfrBOl0MHF9+G9wWkkvRTLukDCQ3iy5q121uMdfOGrZ0iXac1LPopDCSO1YY0CspZ/WSdJvRaaFgeTVRNeg61Jp8XBoMvzJiswCCCdXhi8BTEB4V4JYj1PxJVnMKGUACeipp8x0ZGnXEqEReQJRytDdQwtMm1FaTGqf5qQEnL6XRPW48iz2/UuAFaE3+WFUT8l9GMjQv2RwlI2fKyoRCr1t/gYd7UhXkxxsqiEj9rAT2L4OXEVTxBblmGxZlxZYfBIkeQEaSYouFwCY2UwpuJnO7nPjp8UqsZe80MGg4SXBLg8JlLqUlTCUApUcwECIsIdGw3aWkdp8He1XzJCh/FIweH5ij0KtEekspbLldS89RiBdU3q12PoUtMTAgmBhMA6RaBOknpZj4XbjyJI8rLL2yNSBhEjIUMeWhFNEWuulwWb9xQF0i+yLu8D98Ze+vh3kWlIpLZcg4ciGBGxFamsfXnCRezia7gv/l0eBv3dPUJFIXvdLf+sJye27HWtCKs8XnFb1WcRdBF2vS82gNQeXat3xx6cQmOEa4NnIpyuGkJmgvUOmafdwROU3THIYiXvcM4bvyKUa1S7RO7V3rgf8RiLpAsXGW2x10PJjDKgeKY8EOqzCL2MMf4uj4Ffkz0SGY+3dkF0jfAX7tre1u9q0zqVGunldRqBROrr9PCmziUEEgJ1GIE6Serj7UyNnYi5fmr7TeEf2sqJvfzxvSJsMgAKt+lFuvip8n8iljFxFAmM48ULCbm23GQoaPtQW1txaEshedYWaUxEY/Ide+PVPz2j0FCQd1546pl4/rUlJm83v+fIcEWolx4TXuErb7i2AmXE6N0BV2rVh7JdJBUzRiQP8x1b0iGkJBD7XB9KgkHkbY4SkbQFG7dX4yEjTe0UTqvqm8I7uKfwE+OnMdI8iUMptKWrWFTFJgZiHyqihGeFykmaPzJSZWjFc7EOy6bUtXWEQCL16wj49NqEQEIgIVBDBOokqRexjcNvwEkeVRGz2NseE7OYaIrkc3/eA571eGcTYqkkQDmwvPc2xELqXrVHBE/Pl2Gg3yHzGARffvmVH5aQJ7r5GEzFqakPIq36XXGaItjaneA66oQ3a9bCGjUKNbtl4MTGC39TuIn6E4epeAiKh8UEz792LkTq/f1VAau4IgTXryrmTcRVhDxgQfIWJ3PmY+vl6eeEWxJoVA0krmnLNcSFqjqC8NM4y8sto0iGhrzk6pOMl3iHRoaAvovHV9/xM557CgHS7oobJxw2Up09/CsT8ONAEsacw7tCyFY9PzFV4USE6yjuUTjVcN2n2xMCq0Ugkfo0ORICCYGEwPqJQJ0k9TEpl2c49nzKS6whU1KQyJ+SZkTqdL2MAryqwWtc4UdMUw/8iiuu8PKBgbjnjxpW4oUMAoX+xJnWcZINp2727Xuz3XLLLV7WSyQ9PiQnb1wE77T6lvNAQ7orQyx+IPfh1EGOi+Z46DZtWudma0zsudaJcZSEJOMg9g7rcB3lDMRlsSDu1NmPPdXaxdC71GbtGsjwyO9ihEQovueoaQwmiDzHdt9zzz1+LPZOO+3khBgcIfa6Xn3mp4woGR78Hh8cJKNF16rNap/aK1x0nQyo2DAqxDEO3YkNLMYXw41jryFPtPuNN970I+spMcd31I3muOsjjzwi562X8RJ7/tdPkZNaXdsRSKS+to9Qal9CICGQEFg1AnWe1BeGlAAD8dmKVVeoSxyzXL9+OFhKXvA8OQ7x02TXy3OM97tbt2522223+YEeoT5w/jRIxcqLECrZUtnb8rwrtGLcuHF26aVd/ZQ/iCIGQiDrwfsfQntCDL+8xnH7nPSVZY9zzoahcD2HEd1880A7+uij7ZBDDs556WPCGpPt2IMur3S+WkGoOkBbhJEqoXh1kRXh5DfFg+s+z6T3k11DFQvewe/xGIQQlFDHd/LkqW4wnX766U5yZ8yYZoMGDbLjjz/eDj744NwYhSTl0JZQSSR/op+MKhlsgWBna75Fa+Lr8yR/Aq/CboRTSFQNZeBy4UbRybRgSIiQrpfhABbU63388cfdK3/55Zd7e6dNm2Z9+vSxI4880tq1a+c5Fi+//LI9+uijfiLsLrvslD3TIBhbqwr/ScItIfBtIpBI/beJZnpWQiAhkBD4/hCok6ReYRQivhAwjgDHqx6OAi91rzoHbyg5k79DRGfNmpWrs9u0aVP3mqoeN9fyjEWLljjRoiQj93H88ZAhQ4zrIV0qWQZB43l4muWVhpjNnj3bDQDVsIYQ46WFEPJd54u62GOPPWYLFs7zkAxI5EYbNfa2kPCqkli0hfv48LzGjRv7+8vqZU97zYbB0N+ZM2c5QT7m6GOtzT57OsHUQRa0m3t5vw6+oB0kDfM3KvGAlxJAIbbcS4k+vOe8k/ubNWuWM3a4f9NNN3W8eBffgdlXX31lixcv9L6DPz8Lw2wgxZDgceMm2JBbhlr79u1t9z129Tj6oUOH2tFH/4/tscdu/lzayzOaNt0kV+aKnQm+AzsdHsT7Ga/gQQ8x64phV7kr+ss9nILHXFD7RPh5F+O9YME8v5fx4B/tV6gNz5g3b1HuyHnGhV0G7Tq89NJL9tXMufbrX//ax/WNN96wx/7xiA0ZMtifg7E3e9Z8Gz58uG26WQs744wzvL3UfuajE3G/PxGR3vRDQyCR+h/aiKf+JgQSAnUFgTpL6lWiElJHyMOECRP8qGLIJuURt9pqK/eOct37779vkyZN8jj2Tz/91D3CeHwJVWndurWTRkjsxIkT7a233rJ58xb4+G+zzTbWokULu/nmm92DDIkNSaXBU8v7nn76aTv77LNzJ6zimcULu99++1mbNm387xB/jlKGPEM+L7m4mz/v7bFj3MPO8zbffDM76qijbJOmG1vlyox9+OGH9u677/r3fH70ox/ZbrvtZjvvvLOTeve6V+HhD55+vMMQ5AMPPNCsKH+iIIR+1113tR122MHfj9FByAv9JGQHkrnZZpvZ3nvv7XHefD9//kIbO3asYzl9+nQnoxguhx12mJP/WbNm+k7DiSee6MeSMwb77ruvTZ061TGZOXOGP7dVq1a2yy67+E/FuatOLdc++cRIe/HFF30MtttuOzvwoJ9Z3759bf/9D3TSPWXKJCfhEGc899tvv62T54ULFzs2n332mZN7ynj+9Kc/dXxo3/86bdbMj0v/6KOP7JNPPvH7eT4hMjvuuKP3Gzx53gcffGDTpk3x+QAuPJO2QdzBi/nzxRdT/Xm0hWcwJrz3oYcectyWLK6wtm3b2t5772Vz5862KVMn2UknnWDUX3d85y21YcOG2a677ey7EiL1zClPUs5WL6orQij1o3YhkEh97RqP1JqEQEIgIfBNEaibpN6IxzbjuGxOv/vHP56wkSNH2umnn+YEbfKEqU4627Y9yskVZOvll1+0vdvsZQccsJ8T+jFj3rZ//etfdu211zoxm/TFFLv99tudgB506AHu7X9n7Hs2adIUe+utN+2OO4dZk2YbeXw3pBuSCpHu1auXXXBBJ9tjjz2ssqLaxowZY32u62d777OL9bqqiz9n5oy5duMN/e2XZ5xqTZpsaL/q2Ml+eebxttNOu1irLbayqdMm2P1/ecgOO/RoO/PsE23SpGnuscaIOOigg5wgQxbffPNN+9WvfmV77bWHE1fFukNqp0yZZjf1HeDe502aNHaSDaF/9dXXbfTo0Xb++ed7GyHdA26+xX6647YepoPnefS/X/cdgS5dL7NMpsJGPvmsPfvcSDv9jA7WsmVLmzJpuv39oUfsqKPb2ont29m48ZPswgsutY7nnmyffTzJSfk2229hN90w1Nr/4jgnuZD2p0c+4+3hueQPQF5JdIXYLlqw1P7znzF2//332+GHH+qe+c02a+V9wMjafoetrU2bPT3J9J9PjfKf19/Q2xNsR/97jI0Y8Vc79ri2Hns/ZcoMe2bUc7bHnrvZqaee7DspKn8J/uzkjB79qj344IP285//3HbccQfv76hRo7xmPvkSGC+MP575Y489yj3zzJHXXnvNfv3r39g+bX5mhE5dd931duxxR7mxwj0YdexiEKKFgfL666+7J/60006xnXbe3hpv1DB3qI5Vl/guEAYeYTqdO3dyQ1O16akIpN2nb7rA03UJgf8WgaoqTnINp1+yK7hieZV99tkEr0i1zbY/tk02afzfPjJdnxBICCQEEgLfAwJ1ktRbMbXNy/3492nTZtjjjz/pZLxt28OdzC2av8j+ev8DNmvWHOvUqZMT/L//fYQNHTbEPeJ4RCHkN954ox1zzDF26KGH2rPPPG///Oc/PYSlvGGx1a/f0GZMn2UjRoywp556yu7+053WokUTP2WPQ6Pw0i5btsLuvfdeb8u5555rixct9WTVObMX2bgJH9jQ2wb5EI/7bJL1ua6v3fbHITZnzkw75+wL7eJL/5+ddNIvrKqyyBYtnmMP//0JGz9uinXrfoGN/NfzRhjHoMEDPISDD97lRx5+zD3JAwbe5OQW77JOFJ0+/Uu7tvcNbrD0valP7mRL7oPMTp482S65+DI3ZF577Q0bOmyw7xBAKCGh1113nbX/xYm2++4728MP/sO23mZLO7ztYY4x4SSPPPKIzZ7zlfW6qruT+o5n/8bO/c1pdtYZ5zoR/eiTd+36awdb35uudWMEjDGKnnjiCbum99XZkKVw6h6f+uWN7IsvJmcN/bHMAAAWUUlEQVRj6k+zn/1sH5s1a5717HG1bbjhBjb4loG2YsUSN97eGfuBXXPNtTb8njutunql9e83zPbYYxc7u2OH7FHa1Tb27XdtwMD+duutt3ioTj5GPuM7JbfeOsx3Oy655BIP82F3gXyJO+64y8477zw3miD57Mo0aBAOtlqwYJHvunz88ad2zR+udVJ//fXX28BBN7sXH6OKHRUIOqQeY4XrwevSyy7y9xSVhNM98b4vXbrcxo5918fgiCMO890cnS6pnIrCU5C/BxmRXvEDQ4CSslWZID+YlyuWZ+zjjz/3vJWtt/6JbdKk0Q8MkdTdhEBCICGwfiBQp0k95Jqt5Llz53ts99Kli31U5s+Zb6Oeftbjnq+66g/21FNP2KuvvupEEaIFIYdg3XknRL2Fh0D86e57nBBffPHFtrRygZdNLC9vaG+NGWs9evSwP//5z+4BDx7nUJWGhFzCWO6//282ePBgm/lliGtv1+4ke+75f9kpp5zkxsYzz7xg48dNtCu6d7Vx4z6x83/Xxe69/1Zr0WwzKyttYCtWLrIXX3jVHnzgUbvxpl52y+C7rGXLFnbBhb+zTFGlk8WKFdX28Uef29VXX2t/vu8Oj8GPK9ZQChIPPB7kM8861Yk27YMkQuIHDxriyb4k0xJK0u74Y3zXwcnr/CX2/PPPW8NG9e2yyzrbgjlLbPGS+bZ0+RJbvnSFe/KefPJJW7Z8id3U/4acp/7W2/raVj/ePuQKzJ1h/fveZttut6Xtueee7r3eZOOmjq+RJ5CpMhKUFy9d5CFM5aUNbMaMmXbDDTfYWWedYfvu28YmT55u/fsN8t2UU09r7+EqHCk9ccIU69GjlxsrZpV23u8utUsvvciaNd8wm1haarO+mmPD77nbzjvvt3bQQQf4GKsmPuSd3RTGZvvtt8/lREDsCbUi1IYYd3ZsMM4qKzE8ih1DPO833niTzw/yAMit2PLHW3hIU/PmzX03hPAgriVUCAPS8yY6d/KdCcpb+jhVh52dWwYPs8OPOMhDw5SHwU4LXlI+qfrN+iFY1+dWeghc5Qpfk6xDSP0nn4xzWQGp33iT+utz91LbEwIJgYRAnUWgTpJ6FJKXOrQSW7680mPmCXshlIQkx/KS8kDu5y20nj172rPPPmvjxn9mPXt2z9YNX+JhO3jZIbhUjIH07rPPPnbsscdaUT1KNhZ7mM30aV9Zp06d7Z57/mQbbUyiKsQrHIyEh54QjF69rvL3rFxR6bHy7ACMfPqftmTJIq94gpeYMCDIKrH/l3TuaY89eZ/HxJeU1HMS+Z833rHhw++zvjddbb3/MMBDPI4+5jD3qDk5LSq3Tz+ZaL16/sH6D+htrVpt7kTSvcAlJYanvt9NA+3www+3tkcf7KFJIVnUbPz4iXbpJZdb3779bMCAAa68N9/iR155x2Pzq8NzIKvnnnu2vfvWh/bOu2/bgkVzbcG8hbZBo42dXC9YOMf697/JPp8w0ZN9Rzw83DbcoKnfu2TZfJvyxVw3Zog7J8Z8y1Y/sd1339122vmnXjEI4spOh9e0L21gU6dOd2PolFN+4SFFM2fO8T60b3+iJ/sSYkR4DKFFPXtcad17dHNPfcezz7dDDjnQyspDuU/CCUpLym3FymX+rH322Tub0BwOsyJXonPnS3wXhWTauCQp40x8PGMGduzaaHcE8jNx4iTr3r27XXPNNbb1Vtt63559bpTnJdDHzTff3PtIaBNGJDsT5EF07Xq5G2Qq41lVYfbqK//xULFbhvR3zFTOVOddqdpOnZVGqWO1AgFPxs+E3UbkSsXKIvv00/E5Ur9Jkwa1op2pEQmBhEBCICHwdQTqJKnH+1laXObEmxAOSgaSSEkiJ6EfyxYHz/OLL7zsMfOEz0yYOM569LgiG0cawlmoiU7iKkT+9j/e6YmkF110kVWXLvNnV1cW2di337crr7za7r13uDVrHpIw8cDywRMOkcNTj2d6w8YbewnDX53b0UnffX++3z2/Nw/oZ/369fVrIIW9elxvIx65242SevUa2cLFc+yD9z61O26/x66/oZcNG3qPbbHFpva7837tpB7P9vKlFfbhB5/a9dffZHfceYttvPGGuYoskPTZs+c6IcZT3/Gc011hU28fbzR10gfcPMg99RgYJM12OP1kD+HxkpWZUk8CzRiVYyrthmtvtoMO3s9j3fFGV6zM2KhRz9qLLz5v/frfYJOnTbdOF15mjz1xv5WVNPSdBEj9ssXFtlnLpr5rQuw+uyUktPbr39datGjmREIHW0EmCJ3q16+fdehwqhPxr76aawMHDLFjjjnKfn7IAe5R5zNt2kz7w9W9faejYcNyu+D3XWzgwH62RasW2Qo3ZZ7PMHnKF27sNG7cKFfSk0RiDKnLLuviSbh46gkzUL3+Tz/93OP+2YkhPIdQHHAJB2tVubEI4SfeXhV1yDOgj4TjPPfcc25UsuNAPP7DDz/sWHbpcpmtrFyWO6QMA5HcBebrOb/6pRModoaYTzoTgeRdCJfOIEjCLCHwXSDgZy4Uh9C7YmPtFNtHH31mK1Yss+2228aaNN3gu3htemZCICGQEEgI1BCBOknqSfAi1hvC9vnn4637FT3tj3/8o7XacnMPkZj15Qy7++7hNnfOfOvdu7eHRFCBBKJVUgZZz3jCIkmaEO0TTjjBEy3x6EP8Nmre0FYur7AlS1bY3/76oMeT49Vv2mwjD7/J10Rnp2C5J6M+8MADts3W23li6wEHtnEietWVvd1D/9nnH9iVV/b0MIwPP/zUunW90glxKKdeapXVy+zV0W/aA397xAYN6WOPP/q0PfPMM06GGzas77sLlGGkLVRogVjj3VWtefpMxZrrrr3R+3PZ5Z2dqKK86SeElVKTeJyJryec5Yrul3vsOoT8yxmzPbwGj3qzZhtb9y5X25133WZNmmzs4U1Tp3zpGEycON4GDupnn08Ybxd1utwef+pvVr+8sRsOL49+zsa88bF1vvh8z0cgOXXypKlO2v/fb8718BpIOgdbeT12K/OwKWLUTz65ve9izJgxy0n9iScdZ/vtt68TD2J+x4+f5KS+97VXeeWfG/sMsf3338dOPe1EN2zw1H/w/kf2+BOP2fnn/85j6sN5A5zoWu5Ju/37D3BC37FjR8cObN577z27664/eclSSk+Sx8D4s3vD/XjwyanAQMM4fOWVV9xI+e1vf+shNzyD0B6SpX//+997pRx2AzDsmGte7746HLJVWlzPdxyWLllp223PwVSh5KbKbZJrkDssqzpUNEqfhMB3gYCX5c1UhoTyYg7aK7JPPh7npJ5EWUL70ichkBBICCQEah8CdZLUl5aXeKw3oRnUOu99zXVOzLfZdisnjJMnTvDKJYTGXNz5Ug+9wavarVsXs+KQHAZJxvuKd/ass85yAkooCKUdf7rLtl61ZvKk6fbCCy84SSNplco19RqUOxmHtGJUQCppQ5cuXWzTH7X0XYMNNiqzJYtW2rChd9nHH39sHc85zQ48eD+rX97ASX2Xy3va3x8dbvXKGlpRUZktWjLX3nvnY/vT3X+x4X++1cZ//oV71PfdZz8nooTXQB5Hv/Kye7H333//3G6BDr8iPh1ST3w2fcBjX1JaZDNmzHADoV27Y/2AJ0JRBg4YaocfEarAYBCMHzfJCetVV/ey+fNn29U9+9hx7Y623XbbxZOBJ4yf7AR46tTJ1qNnV2pmePWbp0aOMKsuc2L69jtv2MD+d3g8f6tWP/aVMHHCJE8+7drtcttii5ZOZKl+AxmGTBDPjjHWvHlTJ/FNmrTwmPqT2rez/fZrE7z6lRDnGdbnuhus2xWX2RZbbmaj/vWKvf76aDv+hKPdO75gwRIb8+bbVlxi9vvfn+dkWqcDY5RgeLFbgWFCTfxNN23huJAcu9FGm9g555zjc2XgwIFe5pR4edrINRwUdcQRR/hO0DvvvO1z5Oyzz/GwG+YA1+CtJwGXqj149p968mnreM4Z9pOfbOnVbyDvixcusQcffMh3VHr06Jo7ZIr3uHGWNXZCSERp7ZMkqUV1BgFkDmFs7Aqx45nJlNiXM76yquoKl3HIkPRJCCQEEgIJgdqHQJ0k9XjqUUYhEbTSw2wItyHmnbj6H2+xuR17bDv3nkO0N99iM/vyy+nW4ZenhYOQKjMeU09YDjHWVMCpWFnlYRR4WkvrF1uDBo2sUcPGdtBBP/dEW5JWm7XgRNllnvSo8AzII6E89913nxUXldqFF15omeKltnxpxv7z+nv2xJP/sC5dO9mmLZt78i3JoENvvdOu79vd490h9oRpEH7z9MgXrFuPC30X4qOPPrERDz7iCte3y63Sjmh7iCeBUr1Ccf06+RaC/MjDjzuZp1QkteRRzpVVK90Lzo4B4S941T/6cIKNeOivnojK74TfdOjQwdrs09rmzZtl/3n1Hfv36Bc8Dh7jZ6ufbGfHHXe8/eUv99iWP25pBx96iBssvft0s2IjhKTI5i+cZa+/8r69OeYV75d7oK3EQ6L2/VmbrBHCabjhlFli6jEYMCZGjRrpVYnOPPMce+Bvf7d9f9baq9tA6sFi9uz5boCde+451mLTprZiaak98MBf7MOPxmbr5s+zzVu2srM7nulhPoTXENoS4tlD3D0lMfHGQ8AbNKjn84RQrQ4dfumGHWSakCEfRxJ5y8s9xEbVkQjJwWAk4fqll/6dO92WfnI2AIYW76HK0O1/vNtDgNr/4njbboetQ/jU8uU24oGH/ZCwrl0vzZ1Yi8iA0Iek3nCKMH1On4TAd4UAMfRFVBArL3KZVFxMqBkJ3RmKziaj8rsCPj03IZAQSAjUEIE6SeohP4pvhgzJK6tqIsTG1+RD2AUeeIgh//Q+vUsJqjV5x9ru5R140amowoewGtoSTkxd88dJ9vz5Thy5D8MFbFDcfCCi4eTUcMgW4SZ4mfkEA8KchPJ+ruU7fvI7f9e1q2sFNeDBD2LMv3i8dBrw2vqwpu9pI8+nPeoD4UbgE8jJmkkxoUi0ixh2DB/VtAcv8FX7+Y5najdE84x38G7IOlgoPp/38ky+iz9ra09NsEj3JgQSAgmBhEBCICHww0CgTpL6mHzG/xchrSnphtxBxPSPd4iY8Y7vmqTJayvDhfcrfl7frY30QjxFfkWq1Q++8x0LZkeW5AvHUAozlP1UX+VB5m/fpOSiiDVt5p8+XmknG25Sk+UHBvF4FI7P2sY/Hl+1T1irz2q7KtLExiMkP8aOa/hdMfGx4fVdz5Wa4JjuTQgkBBICCYGEQEJg/UGgTpJ6kXcRpkIC/k282WsaQh3oJCIn0qgDjUTovqtpUEgSeU++/GFxzpu+uvd7zDrhL0VFUWx5MFJEXkXUhaUIu0iujAjeof7mD3Ra824BXnQZBfoZE++a4qZ+8ZN38ZERExswq3tPvHOg/sdjHBshq2u3cNJc01wsnBuJ1Nd0tNP9CYGEQEIgIZAQSAgEPkYZ8+yJ4FknM5UUyR+kMEjj+s3/F1BFmZjprBJHPLzF/nAcscsqFtjiJXNznsrvg/QWNismTzV9v0ifPMuFhK+mz1/b1ISoiqSKPMoTrO/W9AzuUR9CQm8mV9Oe32W06DsRePW30NNdSEzX1n+Fs8hQEH7xbsPaMFjT9zw/nwgbQm20A6CdhjXdHxuF8W6M2ikcVkX4ZXDFITuF+BY+syZ9TfcmBBICCYGEQEIgIZAQ+EGQ+ph4FXrw/69TYFU7AfGz1mrz/F9fnL1PHvU4VEWkXt+t6RVxaEocTsL/IcMipKsKYYk99/G9sZf/m3qf10SKawhRjW4XljKY4r7FBF0vUT8KjQEZE6sapxo1MN2cEEgIJAQSAgmBhEBCoACBOumpXxWp/qZE85vMkJhUr4rIfZNn1OSa1Rkn39RoKcSnEBt5ouU5LzQYvk18v81nxZhqtyDeyeD7OIZ/dWOwNqMsxmNVOQGreu63Of9qMnfSvQmBhEBCICGQEEgI1E0E6iSpF+nSkMWx9fKe1mQ4IXIQvzge/JsSxpq8V/fqcKtVkXN9t6b3yMMeYxGTTv6vSjgyYAhbUXnMwhyFQsNmbaS4cKegsK01JcB+eE5VVS6RV/3kuXEC8OowisOH4rmzqp0LPSMOyYnDawoNrRj71ZH/teH3bcyh9IyEQEIgIZAQSAgkBOoWAnWS1Mek8PsiSN/nO0VaeWfsiVZoyNpi2kU6ZZjoOfxOHL1KY8pTr2ow8XtFYmOCr7+tbYnIKIqvj5+ztvav7flxCNKaQohW9xwR7zXtYBQah4XjH5c5jQ0+nWS7OkL/bRida8MnfZ8QSAgkBBICCYGEQN1D4Dsh9curzOoXV5gVZcyqim1xxWJbnlloVZXLrbyokVXY8rqHZOpRQiAhkBCoAwhkikKYWqaq2qqz515wgrZVh9ONq4tCqdv0SQgkBBICCYHahUBRpsIPDK3OlFhpvXJbWbGU2jdWXlrP6pc3svolTf5Xg9da/SbUvqk0yxRbRWWVzVg8w6bO+8yqqiutpKihlWVW1i4UUmsSAgmBhEBCwBHIZA9n4wQJlWQtKS6zeqVlftpzdXEi9WmqJAQSAgmB2ohAiWWsKlNiVRmzsrISy1TDt4utzOpbkw2bWavmO/z3pN7DFyyUElxcudBe+/yf9vTb99hyW2SZqka2EsKfPgmBhEBCICFQ6xAIYXaVVlxc4kWPCS0rK61njTdobPPnzrXKROpr3ZilBiUEEgIJARAIpeRD3mcR0TLVFVacKbEN6//IdtmhtXVs3fW/J/WWdf+bFdmCzBJ76ZOH7cHRAyxTb7lVZzax+sWB8KdPQiAhkBBICNQuBDLFRVZdUemlbclvKS4qs/plZda0aXObNn2qZRKpr10DllqTEEgIJASyCGSKSkMhF3h4UYWVFZdYSUW5NSprbm32ONjO3PWSGpD6TJEtrF5qL33+qD3yyq2WqbfCqjMbW1F18tSnGZgQSAgkBGojAnjmSY6H1BdX4+3hZOb61rRpM5sxY7pVFa35xOja2KfUpoRAQiAh8ENAIFOcJfXVFVZSVOmkvqiqxBoVN7e9dz3Qzmr9fyH1IJcJ8C2rXmbvTHrJXn7/IassXWlF1Y1sZVEi9T+EyZX6mBBICKx/CBB2o/AbtnJLDVJfZhtssIHNm7fAqooq1r9OpRYnBBICCYEfCAKZTLFVZTJWXFJlxVZtRVWltkFpE9tx293sf7Y/87/31OPHKSFuvrrECMFZWr3S5i/70muElxU1tkzVsh8ItKmbCYGEQEJg/UWARNmiohL39uC5J1E2U5z12Ky/3UotTwgkBBICdRKB0uJqq6gqsqqqjNWvX06UvQfaV68stoYNNvSS5YWftVa/wY9TkllpHnpZVQ7DNyvJVkyoKg6/p09CICGQEEgI1G4EENtweErh8JN0qJQSVbvHLLUuIZAQ+OEikCEShhLE7l0PpJ5PpjgvywvQWSup/+GimXqeEEgIJAQSAgmBhEBCICGQEFg/EEikfv0Yp9TKhEBCICGQEEgIJAQSAgmBhMBqEUikPk2OhEBCICGQEEgIJAQSAgmBhMB6jkAi9ev5AKbmJwQSAgmBhEBCICGQEEgIJAQSqU9zICGQEEgIJAQSAgmBhEBCICGwniPw/wGCWeHhPvl0xQAAAABJRU5ErkJggg==

The Three Key Economic Questions: What, How, and Who?

  • The choices of individuals, firms, and governments answer three questions:

    • What products do we produce?

    • How do we produce the products?

    • Who consumes the products?

Economic Models

  • Economists use economic models to explore the choices people make (individuals, firms, and other organizations) and the consequences of those choices.

  • An economic model is an abstraction from reality that enables us to focus our attention on what really matters.

1.2 Economic Analysis and Modern Problems

  • Economic analysis provides important insights into real-world problems.

Economic View of Traffic Congestion

  • To an economist, the diagnosis of the congestion problem is straightforward.

  • In deciding whether to use the highway, you will presumably ignore any costs you impose on others and similarly, your fellow commuters will as well.

  • One possible solution to the congestion problem is to force people to pay for using the road.

  • Traffic volume would decrease during rush hours because travelers

    • Shift their travel to off-peak times

    • Switch to ride-sharing and mass transit

    • Shift their travel to less congested routes

Economic View of Poverty in Africa

  • Economists have found that as a nation’s economy grows, its poorest households share in the general prosperity. One way to reduce poverty in sub-Saharan Africa is to increase economic growth.

  • Economic growth occurs when a country expands its production facilities (machinery and factories), improves its public infrastructure (highways and water systems), widens educational opportunities, and adopts new technology.

  • In many cases, institutions impede rather than encourage the sort of investment and risk-taking, entrepreneurship, that causes economic growth and reduces poverty.

  • As a consequence, economists and policymakers are exploring ways to reform the region’s institutions. They are also challenged with choosing among development projects that will generate the biggest economic boost per dollar spent.

Economic View of the Current World Recession

  • The financial crisis and the recession that began in late 2007: Many purchasers of homes and properties could not really afford them, and when many homeowners had trouble making their mortgage payments, the trouble spread to banks and other financial institutions.

  • As a result, businesses found it increasingly difficult to borrow money for everyday use and investment, and economic activity around the world began to contract.

1.3 The Economic Way of Thinking

  • Four elements of the economic way of thinking: Use assumptions to simplify, Isolate variables-ceteris paribus, Think at the margin, and Rational people respond to incentives.

Use Assumptions to Simplify

  • Economists use assumptions to make things simpler and focus attention on what really matters

  • If the economic analysis is based on unrealistic assumptions, that doesn’t mean the analysis is faulty.

Isolate Variables-Ceteris Paribus

  • Economic analysis often involves variables and how they affect one another.

  • variable is a measure of something that can take on different values.

  • Economists are interested in exploring relationships between two variables.

  • Alfred Marshall (1842-1942) was a British economist who refined the economic model of supply and demand and provided a label for this process.

  • Ceteris Paribus is the Latin expression meaning that other variables are held fixed.

Think at the Margin

  • Economists often consider how a small change in one variable affects another variable and what impact that has on people’s decision-making.

  • Marginal change is a small, one-unit change in value.

Rational People Respond to Incentives

  • A key assumption of most economic analysis is that people act rationally, meaning they act in their own self-interest.

  • Scottish philosopher Adam Smith (1723-1790), who is also considered the founder of economics, wrote that he discovered within humankind that self-interest is more powerful than kindness or altruism.

1.4 Preview of Coming Attractions: Macroeconomics

  • Macroeconomics is the study of the nation’s economy as a whole; it focuses on the issues of inflation (a general rise in prices), unemployment, and economic growth. It explains why economies grow and change and why economic growth is sometimes interrupted.

Using Macroeconomic to Understand Why Economies Grow

  • Increases in income translate into a higher standard of living for consumers-better cars, houses, and clothing and more options for food, entertainment, and travel.

  • People in a growing economy can consume more of all goods and services because the economy has more of the resources needed to produce these products.

  • Macroeconomics explains why resources increase over time and the consequences for our standard of living.

Using Macroeconomics to Understand Economic Fluctuations

  • During an economic downturn, some of the economy’s resources are idle. Some workers are unemployed, and some factories are closed.

  • When the economy grows too rapidly, causing prices rise.

  • Macroeconomics helps us understand why these fluctuations occur.

Using Macroeconomics to Make Informed Business Decisions

  • Macroeconomics is used to make informed business decisions.

  • The government uses various policies to influence interest rates (the price of borrowing the money) and the inflation rate.

1.5 Preview of Coming Attractions: Microeconomics

  • Microeconomics is the study of the choices made by households (an individual or a group of people living together), firms, and government and how these choices affect the markets for goods and services.

Using Microeconomics to Understand Markets and Predict Changes

  • Microeconomics is used to better understand how markets work and to predict how various events affect the prices and quantities of products in markets.

Using Microeconomics to Make Personal and Managerial Decisions

  • We use economic analysis to decide how to spend our time, what career to pursue, and how to spend and save money we earn.

  • Managers use economic analysis to decide how to produce goods and services, how much to produce, and how much to charge for them.

Using Microeconomics to Evaluate Public Policies

  • We can use economic analysis to determine how well the government performs its roles in the market economy. As well as exploring the trade-offs associated with various public policies.

1A.1 Using Graphs

Graphing Single Variables

  • Pie Graph

  • Bar Graph

  • Time-Series Graph

Graphing Two Variables

  • One variable is measured along the horizontal, or x-axis, while the other variable is measured along the vertical, or y-axis.

  • The origin is the intersection of the two axes, where the values of both variables are zero.

  • Dashed lines show the values of the two variables at a particular point.

  • A positive relationship is between two variables if they move in the same direction.

  • A negative relationship is between two variables if they move in opposite directions.

Computing the Slope

  • The slope of the curve is the vertical difference between two points (the rise) divided by the horizontal difference (the run).

1A.2 Computing Percentage Changes and Using Equations

  • Economists often express changes in variables in terms of percentage changes.

  • Computing Percentage Changes

    • Percentage Change = ((New Value -initial value)/Initial Value) x 100