{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 1b: Linear convection in 2D, revisited\n", "\n", "We will now revisit the first example of this tutorial with an example that is better suited to the numerical scheme used in Devito. As a reminder, the governing equation is:\n", "\n", "$$\\frac{\\partial u}{\\partial t}+c\\frac{\\partial u}{\\partial x} + c\\frac{\\partial u}{\\partial y} = 0$$\n", "\n", "We then discretized this using forward differences in time and backward differences in space:\n", "\n", "$$u_{i,j}^{n+1} = u_{i,j}^n-c \\frac{\\Delta t}{\\Delta x}(u_{i,j}^n-u_{i-1,j}^n)-c \\frac{\\Delta t}{\\Delta y}(u_{i,j}^n-u_{i,j-1}^n)$$\n", "\n", "In the previous example, the system was initialised with a hat function. As easy as this example seems, it actually highlights a few limitations of finite differences and related methods:\n", " - The governing equation above contains spatial derivatives ($\\frac{\\partial u}{\\partial x}$ and $\\frac{\\partial u}{\\partial y}$). The hat, with its sharp corners, is discontinuous and therefore non-smooth, meaning that the derivatives do not exist at the corners of the hat. This means that the governing equation has no solution in the strict sense for this problem. Mathematically, this problem can be overcome by introducing weak solutions, which still exist in the presence of discontinuities, as long as the problem is smooth almost everywhere. The Finite Volume (FV), Finite Element (FEM) and related schemes are based on this weak form.\n", " - The finite differences method only works well if finite differences are a good approximation of the derivatives. With the chosen discretization above, this requires that $\\frac{u_{i,j}^n-u_{i-1,j}^n}{\\Delta x} \\approx \\frac{\\partial u}{\\partial x}$ and $\\frac{u_{i,j}^n-u_{i,j-1}^n}{\\Delta y} \\approx \\frac{\\partial u}{\\partial y}$. This is the case for systems with a smooth solution if $\\Delta x$ and $\\Delta y$ are sufficiently small. But if the solution is non-smooth, as in this example, then we can't expect much regardless of the grid size.\n", " - First-order methods, such as the backward differences that we have used in this example, are known to create artificial diffusion. Higher-order schemes, such as central differences, avoid this problem. However, in the presence of discontinuities these methods introduce so-called spurious oscillations. These oscillations may even build up (grow infinitely) and cause the computation to diverge.\n", " - Discontinuities can appear by themselves for some equations (such as the Burgers equation that we discuss next), even if the initial condition is smooth. In CFD, discontinuities appear for example as shocks in the simulation of transonic flow. For this reason, numerical schemes that behave well in the presence of discontinuities have been a research subject for a long time. A thorough discussion is beyond the scope of this tutorial, but can be found in [R. LeVeque (1992): Numerical Methods for Conservation Laws, 2nd ed., Birkhäuser Verlag, pp. 8-13].\n", " \n", "In the remainder of this example, we will reproduce the results from the previous example, only this time with a smooth initial condition. This lets us observe Devito in a setting for which it is better equipped.\n", " " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from examples.cfd import plot_field, init_hat, init_smooth\n", "import numpy as np\n", "%matplotlib inline\n", "\n", "# Some variable declarations\n", "nx = 81\n", "ny = 81\n", "nt = 100\n", "c = 1.\n", "dx = 2. / (nx - 1)\n", "dy = 2. / (ny - 1)\n", "sigma = .2\n", "dt = sigma * dx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us now initialise the field with an infinitely smooth bump, as given by [J.A. Krakos (2012): Unsteady Adjoint Analysis for Output Sensitivity\n", "and Mesh Adaptation, PhD thesis, p. 68] as $$\n", "f(r)=\n", "\\begin{cases}\n", "\\frac{1}{A}e^{-1/(r-r^2)} &\\text{ for } 0 < r < 1,\\\\\n", "0 &\\text{ else.}\n", "\\end{cases}\n", "$$\n", "We use this with $A=100$, and define the initial condition in two dimensions as $$u^0(x,y)=1+f\\left(\\frac{2}{3}x\\right)*f\\left(\\frac{2}{3}y\\right).$$" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
", "image/svg+xml": "\n\n\n \n \n \n \n 2021-04-15T19:49:08.443875\n image/svg+xml\n \n \n Matplotlib v3.4.1, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Create field and assign initial conditions\n", "u = np.empty((nx, ny))\n", "init_smooth(field=u, dx=dx, dy=dy)\n", "\n", "# Plot initial condition\n", "plot_field(u, zmax=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Solving this will move the bump again." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Repeat initialisation, so we can re-run the cell\n", "init_smooth(field=u, dx=dx, dy=dy)\n", "\n", "for n in range(nt + 1):\n", " # Copy previous result into a new buffer\n", " un = u.copy()\n", " \n", " # Update the new result with a 3-point stencil\n", " u[1:, 1:] = (un[1:, 1:] - (c * dt / dy * (un[1:, 1:] - un[1:, :-1])) -\n", " (c * dt / dx * (un[1:, 1:] - un[:-1, 1:])))\n", " \n", " # Apply boundary conditions. \n", " # Note: -1 here is the last index in the array, not the one at x=-1 or y=-1.\n", " u[0, :] = 1. # left\n", " u[-1, :] = 1. # right\n", " u[:, 0] = 1. # bottom\n", " u[:, -1] = 1. # top" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
", "image/svg+xml": "\n\n\n \n \n \n \n 2021-04-15T19:49:10.932975\n image/svg+xml\n \n \n Matplotlib v3.4.1, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "image/png": 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He3s72tvbARxP6CaiZmNjA7Ozs/B4PKKgCYfDqqJGPsySiBpS0p3JZBAKhURfjVQMUSgvIlTEUCyPtPeLfHTAwcEBBEGA3W7H6Oho2aTjWmlGJIYeRqVY6fnQsxeHw4GOjg50dHQAOBY1ZEL32toaZmZm4PV6S0SNy+UqezylYZb379/Hq6++ira2NkVPDRU1lBcNKmIolobnebAsqzg6YGlpCevr67Db7Th37pxhAgYwJyrSCukkq2Cl56Hezs0OhwOdnZ2iwbxYLIqiZnV1Fel0Gj6fr0TUyN/LUnHicrnEFBTLsigWi+K/y+c+GdWskUKxKlTEUCyJtPcLOUTIRTyTyWBiYgIcx2FkZATvvfee4Y9vZiQmn8/j8ePH8Pl8aG9vLxs82UyssIfnHafTia6uLnR1dQE4nqRORM3KygoymUzZhG6Hw1FSoq+WfqKihvKiQUUMxXLIRwdIBczu7i6mp6dx4sQJXLhwQbwwG1lJRB7T6Ook4Hhy9sTEBHw+H/b39zEzM4NAIIBIJIJ8Pq86CoHSPIycoaWEy+VCd3c3uru7ARyLXDKhe2lpCblcDoFAAKFQCIBy1Vw1UQNAcUQCFTWUVoeKGIqlINEXjuNKvC8cx2Fubg57e3u4evUqent7xd8xI3pgxprJZBIPHz7ExYsX0dXVBYZhUCwWEYvFxEMrGo3i6OgIkUgE7e3tCAaD9KBpMo2OTLndbvT29orv8Vwuh3g8jlgsBgC4d+8egsGgGKkJhUJl4ldN1EgndDMMQ0UNpeWhIoZiCeS9X6QCJplMYmJiAg6HA6Ojo4o9OIyOxBhZnZTP57GxsYF8Po87d+7A7/eLs3ZcLpd4YNntdnAch1AohHg8junpabAsWzLTJxAImBoVoKbQUrR0WTabtrY29PX1oaOjA3t7e3j11VfF6qe5uTkUCgVxmGU4HEYoFCoTI2pG4WKxKEZq5KKGVD9RKFaGihhK06k0OmBjYwMLCwsYHh7GmTNnFO8UjS6HBoyLxJD0UVtbGzweDwKBgOq65BA5ceIETpw4UTao8PHjx2AYpmL7eyOwiifGSgeoFfZCXhev1wufzye+R7LZrPge2draAsuyJRO6A4GAoqiRRm+kokYpUiOtfqJQrAQVMZSmwvM8CoVCWfSlWCxienoah4eHuHHjhliuqoRZnph6DnNBELC8vIzHjx/j4sWLEAQBT548qbi+0mgC6aBCMtMnFouVtb9vb29HJBJBW1tbzXu2ElYRUlbZB4CS6ewEhmHg9Xrh9XrR398PQRCQyWREUbOxsQGe50tEjd/vr0nU2Gy2MqMwFTWUZkNFDKUpkPQRqT6SCph4PI6JiQkEAgHcvXu3rIeGHKt5YvL5PCYmJpDL5XDnzh0EAgFsbm7WXWItnekzPDxc0v5+a2sL8/PzaGtrE0WNUv8RSm1Y4bDWYjBmGAY+nw8+nw8nT54si+atra1BEISSFKXf7y9bV4uoyWQy8Hg88Pl8VNRQmgYVMZSGUyl99OjRIzx69Ajnzp3D0NCQpouiGZ6YWkUMSR91dHTgxo0bcDiefcSMbnYnbX9/+vTpkqZqjx8/RiqVgt/vL+k/It2PEXt43rGCJ4ZAxL4e5NE8QRDECd2kTw3DMCWixufzVRQ15DlZXl5Gd3c3enp6xEiN3ChsheeN8nxDRQylYVTq/ZLL5TA1NYVsNotXX31VLCfVglmeGD3CSJ4+OnnyZFnY3+yxA/KmaoVCQTysSKluMBgUDyslAyj5WyjHWOm5MKLUmwyzDAQCGBwcFFOU8Xgc0WgUKysrsNvtJaJG7ruS/jcRLcCz1DAZkUBFDaURUBFDaQgkrH1wcCDeuZEL2v7+PqamptDZ2YlXXnmlarRATrMjMUrpI6X1tGDkoelyudDT04Oenh4AKDGAbm9vlxhA29vbFfdNOcYKh68Z/WqkKcqhoSHwPC+mKOW+K+mEbvKZk36OpZEa8r98Pi9W4lFRQzEDKmIopkOiL0dHR1hYWEBfX5/4/cXFRWxsbODy5cvo7++vaX0zIjFa16yUPpJihQGQHo8HHo9HrGqRGkDX19cBAH6/HxzHIZVKKaYVGoXZDeb07MMqNOI5sdlsCIfD4hBVqe9qb28Pi4uLcLlciEQiKBQKYkNKKXJhIxc10kgNMQk7HA46oZtSE1TEUExDmj7ieR52u12MmKTTaUxMTAAARkdH4fP5an6cZkRiqqWP9K5HfqZRKBlAk8kkdnd3kUgk8N3vfle8Ayf/k/fneZGwwuHaDGEn9V0Bx6KG9KgpFApYWFjA2tpayftEbUI3WU8qanK5nPgzRNSQSA0VNRQtUBFDMQUl8y4phd7e3sbs7Cz6+/tx4cKFuruENrpPjJb0kZ71pDTrzp9hGASDQTAMg93dXfwv/8v/Ih5WOzs7WFhYgNvtLinnfhEqn6xm7G32Pux2O9rb29He3o79/X2xdxMp556dnYXH4ykxk9cqauQTuqmooShBRQzFcNRGB5Cy6rm5OVy/fl2cFVMvjSyx1po+qmWPZqeT9GCz2UruwFmWFUXN2toaZmZmSiYvRyIR3V6mVsAqrwdgDREjhed5MVpH+jhJK+TI+8Tr9ZaIGrn4VRM1PM9TUUOpyvN31aE0jUq9X46OjjA+Pg5BEHD37l1Dm7KZlU6Srqk3faS0nvxAlB9KVr4gOxwOdHR0iIdVsVgU/TQrKyvIZrPiIEu1eT56sdLzYYW9WE3EKJV8yyvkisWiKGpWV1eRTqdLxG84HBanuBMqiZp8Po9cLidGdqmooVARQzGESr1f1tfXsbi4iIGBATx+/LgsvFwvZqeTakkfKdEKkRith4DT6SyZvEyGFJJ5PsViEcFgUEw9KbW+bwWa/XpIsZqIIdVJlXA6nejq6kJXVxeA47J/ImpWVlaQyWQQCATEyielXkZSUQM8q37iOA4cx4lG4Uwmg1AoJPpq5L9HeT6hIoZSNyT6Ih8dUCgUMD09jaOjI9y8eRM+nw+PHz8WTb5GYebYgVrTR2rrVcMKh2YteyBDCvv6+sR5PmQ6N2l9Hw6HRVFTrfLJCs8DQD0xlail+Z7L5SoRv/l8XpzgTnoZyUWNlgndHMfh/v37ePXVV9HW1qaYfqKi5vmEihhKzQiCAJZlxTJLqYCJxWKYnJxEMBjE6OgoXC6XOC3XSiMCKq15cHCAlZWVmtJHSusZ8TOtAMM8m+dDKp9IQ7VYLIZHjx6VeG6kvUesiFX2ZTURoyUSUw232y1OcQdKI3oLCwvI5/MIBoOiqFFKU0rFidvtFlNQLMuiWCyK/67kqaG0PlTEUGpCWjoNPLuQCIKAlZUVrK6u4vz58xgcHBQvMOSiYbZ/pV7y+Tyi0SgEQagrfSSl1Yy9RqLUJVbee4RUPknNxFbASq+H1URMLZGYakgjekBpg8a5uTkUCgWxQWM4HBa7TpPPP7mRkkdq1ESNdJglFTWtCRUxFF3Ie79Ioy+5XA4TExMoFAp47bXXEAwGS37XLBFjs9lEL069kPSR3W5Hb2+vYV1sWyWd1IhDUtpQ7dSpU+A4TvRJkDJdl8sFm82G/f19RfNnI7GKcDAi8mEURBiYffDLGzRKRc3W1pbYdbrS57SaqAGUuwlTUdMaUBFD0YyaeRcAnjx5gqmpKXR3d+PmzZuK3hHys1aMxMirjxKJhEG7O6aVIjGN3oPdbi+rfFpZWUEsFisxf0orWoz0VFXCStEPK+1FGoFtFNI0ZX9/f0nX6YODAwDAt771LTFSQyZ0y8WImqghE7oBKmpaCSpiKJpQ6/3C8zwWFhawtbWFy5cv48SJExXXMcOEW291klL1UTKZNPQwt1rHXivjdDrh9/tRKBRw/fp10fwZj8cxPz9fklKIRCIIBoOmHTBWEJUEK4kY8rw082CXdp2ORCK4f/8+bt68Kb5X1tbWIAhCyTBLv99f9hwqiRpyvSORGoZhSkQNqX6iNB8qYigVIc5/lmXL0kepVAoTExNgGAajo6Pwer1V17PCxGkpatVHRkdFpOtVqpKw0qHZTKTPg9T8KU8pbG5uipVPlQ6qerDKYdWI9I1WmhGJqQSpePT7/fD7/RgYGCgxlJM+NQzDlLxXlKrkiF+GIBU1hUJB/PwSUSOtfqI0HipiKKpU6v1CRgcMDAzg/Pnzmi+uVonESNNHly5dQn9/f8lFyEifDdA66SSrX4iVUgrpdFqsfFpdXRU9N6Scu57Kp2a/HlJoJEYdcoMlRclQnkwmEY/HEY1GsbKyArvdXiJqvF5vTaLGZrOVGYWt8lo971ARQ1FErfcLy7KYnZ3FwcEBXn75ZbGJlVbM6q6r57DR0rzODEHRKukkKx3c1WAYpuTuW3pQ7e3tYWlpCU6nUzyk2tvbdTdbtNLrYpW9WDESU01Q2Ww2hEIhhEIh8XdIldz+/j6Wl5fFMQpE2CgJYK2iRj7Q0irP1fMGFTGUEohrf35+Hv39/SV3JolEAhMTE/B4PBgdHa1pdIBZjem0rqm1eZ0Z6SQtP9NKAsKKSA+q4eHhkqnLW1tbmJ+fLxlQGIlEKlY+WUk4WG0vVonCANpEjBxplRxwfOMmL/13uVxlokaOVNSQzy/P83jnnXdw5swZtLe3KxqFrfJatjpUxFBEeJ4Hy7LgOA5bW1vo6uqCz+eDIAh4/PgxlpeXcfr0aZw+fbrmD6AZnhgta1ZLH8kxOmLUKiXWVsKIi7x06jJwHEmUeiSmp6fh9/vF1FMoFCoRtlZ6PawkYqxU7g3UJmLk2O32kj5FUgG8vb1dMsmd/E9pQjdZi+d5uFwu8b8LhYI4IoGKGuOgIoZSEg4lF0oSMSkUCpiamkIymcStW7fqbkRmliem0pq5XA6Tk5O6Zh+ZaewlXyv9TLOxwh7MxOFwlM3yIX4aaYdY6WFmlefESiLmeYjEVENJABNRQ/oZSaN64XC4RNRwHCeKE6VITT6fr1jSbZXX2upQEfOCIx8dIC03PDw8xOTkJMLhMO7evWtIw7FGe2JqnX1kdMRIvkelta2STnqR9uByudDT04Oenh4ApR1it7e3wbIsBEHA2tqaOMiyWYeLlUTM8xiJqYZ8kjvLsmKTxrW1NczMzMDr9YqihogYKdJIjXRCtyAIyOfzJZEaYhJ2OBx0QncFqIh5ganU+4U0HLt06VLdc4OkNMoTozd9pLSmGZ6YageRFQTEi4y8Q+zOzg6Wl5eRSCSwtrYGACXpBKVqFrOwkoh5ESIx1XA4HOjs7ERnZyeA4yaNRNSsrq5CEARMTk6KqUqlztPSdgtyUZPL5cSfkZuEqah5BhUxLyCVer9ks1lMTEyAZVmcPXsWAwMDhj52IzwxtaSP5JgVFal0ENGLkrVgGAYejwdOpxPXr18Hz/NIpVKIxWJl1Syk8qkWs7tWrCRiXsRITDWcTqeYquQ4Dm+//TYGBweRTCZLOk9LJ3TLI8NaRY3SMEsrvR6NhIqYF4xKowN2d3cxPT0tDl/TW4qqBbMjMbWmj5TWNFLESLuBNuoxa8FKF0Ir7EUqHGw2G4LBIILBIIaHh8HzvOiR2NnZwcLCAtra2koiNS6Xy5S9NBsaiakMuR719PSIXcylnaeXlpaQy+XKRE2lCd1SUcPzPBU1T6Ei5gWCGHXl0ReO4zA/P4+dnR1cvXoVvb29uH//vuFiAzDHE0OE0dLSUs3pIzlm7BOoni5qtoghWOnAbCaVXg+bzVZiAFbySPj9/hLjZ62iGrBW9MNKewGsJ2KkN4kEaedp4DhiTESN3FROJnTrETX5fB65XE7sUfOiiBoqYl4ASPqIVB/JRweMj4/D4XCUjA4wI2Ji1rrFYhH5fB67u7s1p4/k0D4xFILWi7/cI0Eqn+R33sQjEQwGdQ2ytFL0w0p7AawnYuQ3ikq0tbWhr69PjHxLTeU7OzslM8KIqFEbZkkgoobjOHAcp1rS/TyJGipinnMqjQ7Y3NzE/Pw8hoaGcPbs2ZIPCOltYDRGe2Ki0ShmZmYAACMjI3Xd6UoxozoJeHZnTy4y0ufcChcVK+wBsFZEqlbklU/kzjsWi4mVT+SQam9vV5y4LN+LVV4fGompjPyzrQW5qVwqara2tkreL6RSTuuEbtLzZnNzE5cuXSpLP8nFUCtBRcxzjDT6In2TFotFzMzMIB6P45VXXhHvHKVYPRIjrT4aGhrCxsaGYQIGMLc66eDgABMTE+A4DqFQSOxFQS44VsBKB2azMep5kN55C4KATCYjHlLr6+sAUHE4oZVeE6uJBp7nDf381wsZSFkrDFM+I0z6ftnY2ADP8yWiRkkES0UNx3FIpVJgGAYsy6JYLIJhGKRSKbzxxhv46le/Cp/PV++f3nCs86pTDEOt9wsAHB4eYmJiAj6fD6Ojo6rmXbNEjBFeE1J9lM/ncefOHQAQDwGjMEvErK6uYn19HefPn0cgEMDh4SFisRgeP34M4Pi129raQnt7u2KLc0pjMUs4MAwDn88Hn8+HkydPQhCEsuGE0sqnSCRiKRFD00mVqSUSUwml9wsZfEo8WIIgVJzmTvrWEM8MAPF999ZbbxlqQm8kVMQ8Z5AeL0QoSN+sq6urWFlZwdmzZzE8PFzxgmjVSMzBwQEmJydLqo9SqZThEQyjRUyxWAQA7Ozs4LXXXoPX6wXLsvD7/Th58iR4nsfu7i6WlpbEuS1ut1uM0lSb8fM8YoUDu1GRMYZhxMqnoaEhcThhLBYTK59sNhu8Xi88Hg/a29ubeujQdFJl6o3EVINhSgefCoKAVCpVMlKDYZgSUcOyrKJROJPJwOPxmLpfM6Ei5jlBOjpAbirL5/OYnJxEJpPBq6++Kk5xrYSZIqaWg6FS8zqzyraNOsAODw8xPj4OALh58yYCgYDoUSLYbDYxHHzjxg2xxXksFhNn/AQCAdE/oVS5YARWOZisklYDmvOcyIcTsiyLiYkJMAwjtrz3+XwlkZpGplOsFBUCrCdijI7EVINhGAQCAQQCAQwODpZMcyeRPVKKvbm5WdKoMZVKlaUu6+W3fuu38MlPfhIf//jH8Tu/8zuV9v1jAP4dgGEASwB+RRCEv9TzWFTEPAdU6v0ijVy88sorutruk+iBkdSyrjx9JK8+IoLDyAurEWkvQRCwvr6OxcVFnD17FgsLCxWFh1Q4yVucS3tMzM3NoVgsin4aM9rhW0lENBOrPA8OhwMulwvhcBgDAwMoFovi+2FlZQXZbFYUuWSQpZl31lYTDVbcTzMjG9Jp7mQ/i4uLSCQSYqPG3/u93wPP8zh//jzC4bBh18/79+/js5/9LK5fv17x5xiGGQXwfwL4JICvAvjHAP6UYZgbgiBMa308KmJanEqjA5aWlrC+vl5T3xRiBDMaveJAKX2ktCZg7N1hvdVJLMtiZmYGsVgMN2/eRHt7OxYXF6s2u1ND2mNCavIjfhqGYcQoDfXTGIeVIg7SvTidTnR3d6O7uxtAac8RInJJz5H29nbFShaj9mIFrCZiGh2JqYbNZoPL5UIwGMSlS5fEoo+//uu/xje+8Q2srKxgaGgI3/d93yf+b3h4WPfjpFIp/ORP/iT+4A/+AL/xG79R7cc/DuCvBEH4D0+//jWGYV4H8DEAP6/1MamIaVFI9GVtbQ19fX1wOBziRSWTyWBiYgI8z2NkZAR+v1/3+s32xOiZfaSlG65e6kknpVIpjI2Nwe12l5inpWuqVSJpeUy5yY+EjmOxWJmfxozOsS8aVjmsKwkHeeUTKc+NxWLY3NwEz/OiP6K9vb3u9IHVRIMV92M1j4l0IKXdbsfrr7+O119/HV/+8pfxu7/7u/jt3/5tfOMb38Af/MEf4Od+7ufwwQ9+EH/+53+u6zE++tGP4od+6IfwgQ98QIuIGQHwH2Xf+xqAH9HzmFTEtCBEwBQKBczOzqKnp0e8IO3s7GBmZgYnTpzAhQsXav4gNdMTUy19pLQmYOyFo1YRs729jZmZGcXeO9UOjVofUxo6PnXqFDiOE6ueSOdYrX4aqxzYVsEq6SRAe/RDqTxXbvqUdhuORCLweDy6XntanVQZq0ViAPUy9FQqhVAohA984AP4wAc+IH5ve3tb1/r/7b/9Nzx8+BD379/X+iu9APZk39t7+n3NUBHTYpAwoPTA5nkeHMdhbm4Oe3t7uHbtmthgq1aaFYnRkj6SI28kZwR6BQXP8+LohpdeekkM8+tZ0ygBYbfbS/w0hUIBsViszE8jTTXIH9sKh7dVBJVV9lFrCkfJ9Hl0dIR4PC5G7lwuV0nkrtrcNFqdVBmrRmKUXtdMJlPWH8bv9+P8+fOa197Y2MDHP/5xfP3rXzd1CKoSVMS0CPLeL8T/YrPZkEwmsbCwAJfLhdHRUUP8EI3uE6MnfaS0JgBD96tHxGSzWYyPj0MQBIyMjIijG2pZ0wzx4HK5Svw02WxWFDWkv45U0FgBK4gowDr7AIzzoUgrn0jkjlTCkconr9crvifC4XBZeb8gCJY6pK0oYqy0H6A0nSQlnU7X3eTuwYMHePLkCW7cuFHyeN/85jfxu7/7u8jn80qPvQtAfrfd8/T7mqEipgWQ934hzevIBXZ8fBynTp3CmTNnDPvgNDISozd9JKeZkZj9/X1MTk6it7cXFy9e1Fx9VM9j1oM01SD100jvygFgcXERHR0dL7yfxkoGVrOiH3a7XTSEA8c9jcggy0ePHiGdTpdUPoXDYRqJqQLHcZbr61RJxNTim5Ty/d///Ziamir53k//9E/j4sWL+JVf+RW16+I7AL4fwO9Ivvf60+9rhooYC1Op90uxWMT09DR4nselS5cwNDRk6GM3yhNTS/pIjlzUGUG1Kipp5Ojy5cvo7+/XtKaWdFIjD06pn2Z4eBj5fB7f/va34XA4SiYxk0PO7NJdK2KVw7pR7wun04muri50dXUBKC3vJ9OWHQ4H/H4/Dg8PEQwGmy4grCZirJpOUtpTKpWqW8QEAgFcvXq15Hs+nw8dHR3i9xmG+WMAW4IgfPLpj3wGwNsMw/wLAH8B4B8BuAXg5/Q8NhUxFqVS75d4PI6JiQkEAgG0tbWZkgIwcwAkz/N1pY8qrWvkPtUER6FQwMTEBHK5nO7IUSM8MfVALnKnTp2C0+msyU/zPPE8ppP0Ii/vz+VymJ6eRrFYxNTUVEnlk1K7+0ZgNRFjRWOvmojJZDKif85kBgGIF2lBEO4xDPOPAfwGgH+P42Z3P6KnRwxARYwlUev9IggCHj16hEePHuHcuXMYGhrCt7/9bVP6uZgZiWFZFvfv3685faSEGZEYpfXi8TjGx8cRiUR0NQ8kayr9txwrpTD0+GlqqXJpBazy91jhfcEwDDweD9ra2hAOh3Hy5MmSGT6k3b208ol0hjUTq4kYq0ZilJ4jI9JJSrz11lslXwuC8L3ynxEE4UsAvlTP41ARYyHIyHSWZcvSR8Q3ksvl8NprryEYDAJofj8XvSSTSaTTaQSDwZrTR0oYvV95F2BBELC2toalpSVRQOq9MFdLUZnh7TESuZ+GDI+T96eRipp6/DTNPrABawgHgpX2Qjwx8hk+Uo8V6QzrdDpLRI3R1Svkc2olEWPVSIzS9ZZ4nloVKmIsQqX00ZMnTzA1NYWurq6yg9+szrpGiwKSPlpdXYXL5cL169cNvSCbEYkhsCyLqakpJBIJ3Lp1C5FIpO41a/n3RqBnD4xkaOHw8LDYn4ZM1ZX6aYghVOvdqVWEnFX2AVhPxCgd0nKPFal8isfj2Nrawvz8PDweT4moqdcAKx92awVaLRJTb3VSM6EixgJIe7/IRwcsLCxgc3MTV65cwYkTJ8p+12zvihFIq4+uXLmCpaUlwy/GRsw6kq8HAEdHR5iYmIDH48Ho6GjdkQVyKFZLJzWbWvag1J+GdI2dn59HoVAQ5z21kp/GKnu0kojRuhd55RPLsmIjRjLY1O/3lzRi1BudtaKIsVokhkT5zapOaiZUxDQRae8XEg4lF4Z0Oo2JiQkAwOjoqKpStno6SV59lE6nLTUdWw3yOrz33nsYHh7G2bNn6z5A9FQnPQ+4XC709PSgp6enop+GHGBW9NNY6bWwUsqk1r04HA50dnais7MTwDOhK618IjOfyCDLao8jbT1hFawWiSHPkXxPgiDQSAylNnieB8uyiukj0rr+5MmTuHDhQsUPsdnppFrv/tSqj6wuuoDju6iFhQUAwLVr19Dbq6sLtipyESN/Xq10ETaaSn6aJ0+eYGlpqcRPY8Z7uhZaMfrRCIzqEyMVugDEmU/xeBzb29tgWbak8kkpekf2YhWBB1gvEkM+T2qRGOqJoWhG2vuFXJTIh5JlWczOzmJ/f1+1db0cM9NJZL96L1aVmteZ1dDNqHUzmQzGx8fFv5mEwY1A6x6befffqEOymp8mlUrB4XCIplA9fhoz9moFrCRizIoKeTweeDwenDhxQpzWTqJ3a2trAIBwOCz6rLxer+UqkwDrRWKkN8tyMpmMapfxVoCKmAYiHx0gFTBHR0cYHx9HW1sb7t69q9nBb2ZkA9BfukjSR52dnYrVR40eZ6CHJ0+eYHJyEidOnMD58+fxN3/zN4YLilZJJzV6D3I/zeLiItLpNIrFophmaIafxgqvBcFKIqYRHXsZ5tm09oGBgZLoHal8Ik33gOMojhEjV4zAasKK+GGUXjMaiaFoolLvF1K6e/r0aZw+fVrXxcFut5uWTgLUy/LkaG1eR7wrRl+Q6/HE8DyPpaUlrK+v4+rVq+jr6xPXMqviqZZ/f5Gw2+3weDy4ePGi6KchJuFG+2ms8rpYTcQ0+pCWR+94nkcikcDu7i54nse7776Ltra2ksqnZozMINF2q0VilPZTKBRQLBapiKGoU6n3S6FQwNTUFJLJZM2lu2Z6YgBtQxX1zD6Srmvkh7zWdFI+n8f4+DiKxSJGRkbEu7pmDpW00t2/FZD6afr7+8vuyJeWlkqmMLe3txt2eFnptbCSiLGCydhms4nXzHg8jldffVWxxF8688movlSVqJS6aRaVRg4AoNVJFGVI75epqSkEAgEMDg6KF6FYLIaJiQmEw+G6SndtNhsKhYKR2wbwLNVV7RCvlj5SWhcw/nCoJU1FXoP29nbcvHmzbO+N6gIs/XfgxfDE1IOSn4ZMYV5fX8fs7GxJ2W49fhqrCQer7MVKAyDJDZFS5RMp515aWkIulxMHWba3tyMYDJoSLbFqybeaqRcA9cRQyuF5HoVCATzPi5VIRBSsrKzg8ePHuHDhAgYGBuq6GJhl7AUqC4NaZx/pifDoQY8nRhAErK6uYmVlpeJrYEbZdrX1rHIwWCECofW5kPciUSrbJX6aSCSCYDCou6lfszEjBVsPVojEENRSWy6XC93d3WKBRC6XE98XMzMzYFlWnANGKp+M+JtaKRJDyquttFe9UBFjMCR9RKqPbDab6FvJZrOYnJxEoVAwbGaQWUbZSmvrSR8prQkYL2K0Cg4SGTs6OsKrr76KUCik+rONjsSY8ZgvIkr9aWr101jltdDSJLGRWC0So2UvbW1t6OvrEz1vmUxGFDXr6+sQBKHET+Pz+Wr6G+W2ASuglr5PpVI1/51WgYoYA1EbHWCz2ZBMJnHv3j309PQopi5qxSxPDKAc5dGbPpKjNU2lFy2H/9HREcbGxuD3+zWl8JohYgCaTgKMew6q+WnIbJ9KfhorPCdWEzGtEImphLTyifQtSqVSiMViiEajWFlZgd1uLxtuqnU/VjL1AtUjMa0MFTEGIY2+SEunOY5DPB5HMpnE9evX0dfXZ+jjNiqdVGv6SAmzREyl1NfW1hbm5uZ0VYA1KxJjBawSgTCaSn6ajY2NMj+NVZqWWUnEWC21ZYRoYBgGgUAAgUAAQ0ND4HkeR0dHiMfj2NnZwcLCgtiMkfzP7XYrrmWV94yUSiKmEVPGzYSKmDqp1PsllUphYmIChUIBXV1dhgsYwNxIDBEx9aSP1NY1w9irtCbHcWIDwRs3boh9SLRghtii6SRroeSnIWbQhYUF5HI5uN1uOBwOsT9NMw4oq4kYwDqeDzPKvW02G8LhMMLhME6dOlXSjJGIXZ/PV1L5RAZZtlokppUrkwAqYuqC9H6Ru9Gld/6Dg4NwuVw4PDw0ZQ9mR2IODw8xNTVVc/pIbV0zPDHyNdPpNMbHx2G32zE6Oqq5gSDhRUwnvejIzaCzs7MoFApIpVLY2NgAUN4xtpFN96wgYqw2q6gR/hx5M8ZisSj6aVZWVpDJZBAIBNDe3m45PwxQucSappNeQKSjA+QmLpZlMTMzg2g0ipdffhldXV1YX19vSgVRPQiCgHw+j9XVVVy+fLmu9JEcM/YsFwi7u7uYnp7GyZMncf78+Zru1MwaKlnvz5iNFfYAWGMfdrsdfr8fZ8+eFf008Xhcs5/GKKwkYl6ESEw1nE5nidjN5/PieIRoNIpisYiHDx+K74tmRfAIak1LM5kMFTEvGmrmXQBIJBKYmJiAx+PB3bt3xZypWV11zVqbpI+KxSLOnDmDkydPGrq+mZ4YnuexuLiIzc1NXL16ta7hjS9ydZIV9mAVyOdb6qcZGhqq6qcxct6TlUSMFSMxzU7fuN1usfJpa2sLOzs76OnpQTwex+bmJnieLxlk6ff7G/r8qYkYmk56wag0OuDx48dYXl7GmTNncOrUqZI3qJkixuiohrT6KBKJiHleIzErnVQsFvHee++B4ziMjIzUfYdB00nNwyrPQSUDazD3KoJuYKAPgMzu9vWJ/yT2pzHiblxeMNBMrCSoAGuVewPHz4/L5UJ/f79YEZdKpcT00+rqqthtmPzPzLEZgLrZOJVKURHzIlBpdEA+n8fU1BTS6TRu376NcDhc9vtmixgj1laqPhobGzNtuKTRh1Qul8OTJ0/Q19eHy5cvG3JnZqaIIek6edmmlS7GFHUx5UvfrPh7r7/0iwCAxcM/F82gpA9JLX4aq1UDWUVQAdaIxEiRCwZp5dPg4CB4nhfL/Pf29rC4uAiXy1Xy3lCrfKpnT2rG3laemwRQEVOVSumjaDSKyclJRCIRjI6OqkYtzGxIZ4SxV636yAyxQdY16vkQBAGPHj3C3t4ewuEwrl27Zsi6gPFpLyJiCoUCxsfHEYvF4PF4xOqYSCRiiXSSVQ4nKyAXD47UdbiZ6tFJHsfvm7Phv49iiEPxyoTYh0TqpyEHVzU/jZVEjJV6xADHIsaMiHGtVPPo2Gw2hEIhhEIhsfIpkUiUVD55vd6SSE29f5+aiMlkMujp6alr7WZDRUwFSO8XefSF53ksLy9jbW0NFy9exMmTJyteYMyOxNTTt6FS8zqzyreNEgdkgGYqlcLJkycN36sZkZhsNot79+4hFAphZGQE6XQasVgMKysryGazAIDt7W3x7q1Zh0WzhZTVcKSuA4AmAVMUjtst2Jnj187J2IH0SwgEJsU+JEoHl8/nE8WsfFihlUSM1dI3zTD2VkJNMKghLfM/c+YMisWiWM69urqK6elpceYTeW/ojTzREusXDHnvF6mAyWQymJycBMuyJVOPK2G2iAHUjVtqaGleZ1YEyYh1E4kExsbGEAwGMTo6io2NDSSTSYN2eIzRkahUKoVEIoHz589jcHAQxWIRHo9HHFiXy+Vw//595HI5TExMAEDJnbrWjqHPC1Y4KAVBQF/nBwEcR0nyQlH8Nxue7c/JHH/2iIABAE7gS4VM6jpY/yQA5YOLjEYgwwqlfhorpW+sGIl5nvbjdDrR1dWFrq4uAMeWBfkssGAwWDILrNrjURHzAiHv/SK9eJCy3b6+Ply8eFGzGjZ7NADZt1a0Nq8zU8TUKg4EQcDGxgYWFhZw9uxZDA8Pi6+R0dEDo9bkOA5zc3M4OjpCT08PTp06pfi8trW1wel0Ynh4GJFIpCxv3tbWVpJ6Mmp0BUWdM4P/EH7GhbzAws2oP99S8SKlkpCRIi/ZzWazYskuqW7heR6bm5sN7U+jBI3EVIbjOEM9LW63G729vWKlpdJ7QzrgVKnyqVI6iZZYPydU6v3CcRzm5+exs7NTU9mu3W43rVW33oGKemYfWS0SQ3rwxGIx3Lx5U+yyCphXtl2viMlmsxgbGwPDMOjt7a16cSOPKW+Pz7Ks2EmWpJ7I3ZjRfSiscEBZIX2SS16EEzbkFQSKNApDYHF8o+JA6WFBhEyGLwAAnCpCRorH4ympbtnd3cXi4qKin8YMI2glrCYaXrT9yN8b6XS6pPKJYZgSP43X66WRmOcdYrbkOE4c2EguoMlkEhMTE3A4HLh7925NIX3y5tGb8tEC2W+1SE8ts4/sdruYUjOSWgRHKpXC+Pg4XC4XRkdHyy7aZpiQ6xUxBwcHmJiYQG9vLy5duoSFhYWS9aSCRYrSYzocDnR2dpaknmKxGGKxGDY3N0sqX4xIPb3onphc8iKKggCnRh1FBAz5b6mQyQssIHk6M0IRSF6CKzCnaW2GYcQo3SuvvKLbT2M0NJ1UmUZWSzEMA7/fD7/fj4GBAbHySdqQ0eFwQBAERKNR2Gw2sXM5EUD1ipg333wTb775Jh4/fgwAuHLlCn79138dH/zgB9X2/FMAPi/7dl4QBH0t1Z/ywosYEn155513MDw8LM43EgQBm5ubmJ+fx9DQEM6ePVvzB8VMEQNUj2zUOvvIKpGYnZ0dTE9PY3BwEOfOnVN8HRrRBVgrgiBgdXUVKysruHTpktgsUL6ekoDRGn1oa2vDiRMncOLEiZLJzCT15Ha70dHRITZds1L1RitQFAR4mWcHUaVUkhJyISPFCRuK4FHQIWSk7xU1P008Hhf9NGZF6QCaTqpGMwdASiufyIDTWCyGqakp7O7uYnl5GUtLS3jnnXfwPd/zPWBZtu4S65MnT+K3fuu3cO7cOQiCgD/6oz/Chz70IYyNjeHKlStqv3YE4ILk65rvml5YESPv/SI13xaLRczMzCAej+seGqiENC1lBpWMw3rSR3Ka7YnheR7z8/PY3t7GSy+9JPoFlDDLE6P372dZFlNTU0gkEnj11VcRCoV0rVfL36El9UTmunR0dFQ91KxyQDVrH8mjCyVfZwQORTx73aSpJD/jKonCPPsdFgALdxUhc3h0HuHgYtU9VUqvKflpiEmYeCZIaqG9vb1uP40VUn1SrCZirNS3xm63IxgMAgBu3boFjuPgcrnw4MEDfPrTn8ba2hp+9md/Fn//7/99fP/3fz/e97736Y7M/PAP/3DJ17/5m7+JN998E++++24lESMIgrBbw59UxgspYpR6vxAhEI/HMTExgUAggLt37xoyC4VhGNMHNcrXriV9pGVdI9Cybjabxfj4OARBwOjoKLxeb8Wft4InJpVKYWxsDG1tbRgdHS177zSqY2+l1NPW1pZ4qJE79WrP7YuEkoBxVvjcpIQCigKPgE050pUHpypkMgJXEu2phB7h4PF44PF4xCgd6U8TjUaxsrJSt5/GiqLBSvtpZiRGCWmHeWKLuHv3LnieR2dnJz7ykY9gbm4OH/vYx7C+vo7XXnsN/+N//A9EIpGaHutLX/oS0uk0RkZGKv2on2GYNQA2AA8B/KogCDO1/H0vnIhR6/1is9mwv7+PxcVFnDt3DkNDQ4bebTSya2+t6SOldc0QMdUEx/7+PiYnJ9HT04NLly5puqsxwxOjZ83d3V1MTU1haGgI586dU3zvaJ2dZDTy1FMqlUI0GsWTJ0+wtLQEt9tdUvUEUE8McCwytJLkj0uvlcSMXMgkhCJCkn4z+4nz6ApVjsbUGv2QdoutpT+NkXsxC6uJGCtFYgD1yqRcLgeWZfETP/ETYrHK48eP8Xd/93eKnecrMTU1hZGREeRyOfj9fnzlK1/B5cuX1X58AcA/AzAJIATgXwK4xzDMFUEQNnU9MF4gESPt/UKMadLRAYeHh+A4riwFYBRml1kTUVBP+khOoyMx0ugRmZytlWaVWPM8j6WlJWxsbOD69etVu182ewCk9FAjOXOSelpdXcXMzAwEQcDW1hZ6e3s19aAwg2aIqMeHl9BhA5I8EFD5k+VVSUWh9H2c5IuwazjgE0/7zRChVC2tZJSZ1gg/jRVFg5X2Y8VIjFplEoCSEuvh4WEMDw/rfowLFy5gfHwciUQCX/7yl/HhD38Yb7/9tqKQEQThHQDvkK8ZhrkHYA7ARwD8mt7HfiFEDM/zYFlWcXTA/v4+pqam4HA40NPTY4qAAYwZD6AGEUhLS0t1pY+U1jVLxMgFXaFQwMTEBLLZbE3Ro2YYe/P5PCYmJlAoFDQNnJSuV+m1aeQBbrfb0dHRIfq+crkcvvOd7yCXy2Fqaqos9WT2oLpmcSxg+DIBUymVpEaa5+GTHWIkGpOQNMuTUqzykpsV/ajFT0OrkyrTKpGYdDoNhmEMSSe7XC6cPXsWAHDz5k3cv38fn/nMZ/DZz3626u8KglBkGGYMwNlaHvu5FjHS3i/yKbA8z2NxcREbGxu4fPkyksmkaZESwNx0EgCsrKwAQF3pIzmNisQQH1IoFMLo6GhN0aNGe2IODw8xPj6OcDisOeKlpRKp2bOT2traYLPZcObMGfj9/pJ5P0qpp+ep6ilpwNsn9/S1UxIyezyLNgUd4mSORczjw0sYDitXKzUqhaPkp4nH46KfxuFwiB6afD7f0P40alhNxLRSJEapMZ4R8DyPfD6v6WcZhrEDuAbgL2t5rOdWxMhHB0gFTCaTwcTEBHieF0cHrKysoFAomLYfs0TMwcEBEokEgsEgbt++bWgJt9meGEEQsLa2hqWlpbp9SGb1iVEyTCt1DNa6XjM8MbVADk25n0KeeiJVT+3t7Yannhr1XDw+vAQXqr/Pq6WS6sXHqF8fmuFDUZq+nEgksLq6ilQqhW9/+9vw+XxilMbs/jRKkCaiVhINrSKqUqkUfD5f3e+rT37yk/jgBz+IwcFBJJNJfPGLX8Rbb72Fr33tawCAN954A/39/fjUpz4FAGAY5tcBvAtgGUAYwC8DGALwuVoe/7kUMST6InVlE7a3tzE7O4v+/n6cP39eVKhmelbI+kYKAql/JBAIoLe31/ALiJmRGJZlMTExgXg8jlu3btXkhJfSCE8Mx3GYnZ3F/v5+TaX3japOMgt56imfz4tVT8976umQFwAIaNdxOClFY3ICgzam/PWtFo2xgpnWZrMhEong8PAQbW1tOHfunKqfRutMn3oh1yeriAZyc2a1dJLS2ZDJZAxJJT158gRvvPEGdnZ2EAqFcP36dXzta1/D66+/DgBYX1+Xvz4RAH8AoBdAHMADAKOCIMzW8vjPlYiR936RChiWZTE3N4cnT57g+vXrZT1HzE73GLm+vPpodXW1Yd4VIygUCojFYgiHw4rdd2vBbE9MJpPB+Pg4GIbB6Oio2PWy1vXq+Rmz0XpYut1u9PX1oa+vr6SUt5VST48PLyHJu9BhywEo9cOkBQCy1yImeY/xT/8p9PR3cgqvGxEyh7y211QtGmMFEUMgkQ8tfppwOFxSym/032BFEQNYZz+A+ZGYP/zDP6z472+99VbJ14Ig/HMA/7yuB5Xw3IgYpd4v5MU5OjrCxMQEXC4X7t69q3gAORyOlhAxStVHVumsq4Xt7W2sra3B7Xbj1q1bhl3UzDj8iYgj4wPI4M9aL1CtlE7SS7XU0/T0dEnVS7W79EYIuXcPXoXP9kzASInyNrQx2t77Cf6ZkNGCUjRmnzsWeGFbUTEaYyURo9axV4ufhgja9vZ2Q25erCYayH6sFol5XucmAc+JiOF5HoVCoSz6IggC1tfXsbi4iFOnTuHMmTOqFwKrR2IqNa8zK2JipIghQzR3d3cxMDCAZDJp6EXZLCGXSCSwtbWlu+RbiVaJxAD1i4hWSD31OpJI8qUNCaO8tsNQHlhJ8IBbZfvbrA1em/Lnk4iXZ18rR/isJGK0eFDU/DSk4eL8/Dy8Xm/dfhrymbfKc0Ouw1bZD6AuYkgkptVpaRFD0kek+kgqYAqFAqanp5FIJMomHithtoip55Ct1rzOrL0bJQzkqZh4PI5EImHADp9h9OFfLBaxt7eHfD6P1157TWzdXS+t7Imph0qpp+XlZbhcrrKGe2ZCojBSCqj9bj4tOJAWgHabcgm1HDVvDEEejbGSiKmlhJj4achrWywWxUjd8vKyOJWdiBqtfhr5jWuzIc+NVfYDHIsYpVRuJpOhIqaZVEofxWIxTE5OIhgMah4dYNVIjJbmdTabDcWitounHux2u+j+r/VD+eTJE0xNTZWkYhKJhCXmHKmRTCYxNjYGAOjq6jJMwLRKOsnsPWhJPTmdTni9XhweHppiEM0IbviQF1NJUb4NAduz6kStqSQ5Md6pKGQyvL0sGiOPwgCAk+FQFOzY53wYlnzfSkMXjagGcjqd6OrqQldXF4BnozHi8bgYqSN+mkgkourdaJVKoGbCcZyihYKmk5qINPoiLZ0WBAErKytYXV3F+fPnMTg4qPmD3wgRo6eEW8/sIzPTSUBtd148z2N5eRlra2u4cuUKTpw4UbKu0akfstd671jJxGxSOk26WhqBln1ZJZ3USJRST9PT0+IwTaNTT+8evIou+7MeFlFen0m7mkdXKmQS/LNLrFTIxLhjP4hTxcjrYwq4H72F2x3fBWC9SIzRe5GPxkin0yXznhwOR8l7gPhprCZirNboDqicTqIipsFU6v0iTbnUEv5vRDpJ6/p6Zx+Z1Q24VhFDOtnm83mxD48UsxrTAbVf7Enzw83NTXFi9urqqqGCopVKrJu5B7fbDa/XC7fbjVOnTpWlnpxOpziRu5aqJxKFOeTNG3ypFpHRAonGSLGSiDG7LwvDMPD7/fD7/SV+mng8LvppPB4P2tvb4XK5LPO8ANaNxKgZe/XOSLIiLSNiSO8XJTc6SVl0d3fXPC+ICAGzLhZahUYts4/MrE4CoGvtWCyGiYkJtLe3V0x/mRWJqeXOLJ/PY3x8HMVisWR8gNFRkVYy9loFLaknacO9UChU8fV/9+BVAO4yASNNJcnZ59rQZS+vYCKkBe3XmwxvR07y80XBrikaYyUR0+jUltRPc/r06RI/zdbWFvL5PB48eKDbT2MGrRSJyWazOHnyZBN2ZCyWFzFkdMDm5ibi8TguXrxYMjpgYWFBrB6Rpiz0Ql5ktcZA9VIt0qMnfaR37VqRPs/VEAQBjx8/xvLyMi5cuICBgYGK6S8zPDFa9yrl8PAQY2NjaG9vx82bN0tee7NFjNL6VjiorLAHNSpVPc3MzIDjuIq9STKCG132IxzyXoRtGcXHOJRVCNkZXqwaqiRm5KyxAYRtWb1/oiJW6krb7L1I/TTt7e1YWVlBX1+fbj+NGbRSJIZWJzUAqXm3WCwilUqJb8Z0Oo2JiQkA0DR8rxrkRWZZtuEiRm/6SI6Z4wG0rF0sFjE1NYWjoyPcvn27aojSbE+MFqTjA9RGHjQjEkP21myssActyKueiJfi4OAAKysrYuqJ/A9AxTTSLhtAG6OeBtrn2lAUHOi1p2rec1pwwcdU9sc94QLoticBAF9/8n4MC39oGXFpJZMxz/NwOByKfppYLFbRT2PWflpFxFBjr8kIgoBCoSAqW6fTKXphtra2MDs7i4GBAZw/f96QNw2pbjLLF6N2cNeSPpJjpp+nmuA4OjrC+Pg4vF4vRkdHNVWCmdVdF9B2+HIch5mZGRwcHFQsvzfau0PTSfrQe1DKvRQcx4m9SdbW1jBj+1FEWT96nYdlv7vLKt842GVVSsWnqaBdzq9JyBzynpJoTFRBQElTSltsWPw++e+wPdP06IcUKx3U8r3o8dOQFJWRN61qgqGZqKW4aIm1yZCLOREXdrsdLMticnISBwcHePnll8XyPKMwyyBL1pYKjXrSR3LMisRUW3tzcxNzc3M4ffo0Tp8+rWsQohkiRsu6pGeNzWarOj6gWZ4YijGRILvdXhKB+f/tQ1HApPna7swrCZmkzoonoFTAAKUG37Xwz+J08vO61zQDq/lzKgkqNT9NPB7HysoKstmsoUNMrSTwCDQS00Sk3olcLodMJoO2traaZ9dUgwglM5CKmHrTR3LMHF6pJGLIIMQnT57glVdeQWdnp+41zYg2VBMJ+/v7mJyc1Dw+wIx9tkI6ySoHlJH80daH4LU9i8IQP8w+F4SXeVZuXSmVpMRjNoyuKhEZeTQG0JZSEn+f8yLNuy3zuljpoNa7F6X+NGTe0/T0tOipIuknvX4aq0ViSENY+Z5I2q3es8cKWFrEkDvrtbU1LC4ugmEYQ+ftyDE7LUPm8NSbPpJjZgRJLpDS6TTGx8dht9tV51BpWbPeJnpq6yo9D4Ig4NGjR3j06FFZz5pKmBGJafRj1ooV9mAkA64Youyzu859zpgGhsdr+TUJGQ7qr//jYodqlRLBKiLmeUpttbW1KXqq4vE4VldXYbfbRUETiUSqXu+sVp1UaZZTOp2m6SSzyefzmJycRDKZxLVr1zA1NWXqB9nMIZA2mw0sy2JsbKzu9JHS2o1IJ+3t7WFqagr9/f24cOFCzRePeproVUJJABSLRUxOTiKVSunuH0TTSc8HJApTL8UKpdRahIwcLdEYaUpp2fdhnMI3dT2GGVjN2GuUoDLCT2OlKBXwbJYTTSc1ifHxcTgcDty9exccx4HneVPfJGZFYnK5HKanpyEIgqFzeAiNiCDNz89jc3MTV69eRW9vb91rAsaLGLmYI+MDfD4fRkdHdTdFe1Grk6xyQBm9DyU/TCXkpl45OZmoIUJGzQ9zyHkRtpeXdRMvTMWeMbZ8zd4do3meIjGVkPtpWJZFPB5X9NNEIhGEQiHTWnTUCsdxJU1hCSTqREWMybzyyiviMC3yIphZh2+Gt4SkjyKRCBKJhCnhO7PSM4Tl5WUwDGNIKTugr5JI77pkTen4gLNnz9b0vNDqpOcDr6yRnTSiIvXDGIGagIlyxnzu/4/tf4B/euLPDVmrVp7XSEw1HA6Hqp9me3tb9J4EAgGxB0uznyeyJ/k+MpnjijfqiTEZt9tdFg5Tm8hpBEamk+TVRz09Pdjb2zPF+GVWZCMajSKZTCIUCuH27duGrV1LJ2AtMAwDlmUxNzeHra0tcXxAPeuZHYmRC0+riJhm78Goxz9OJWn7WblPxo7j9+eAM6r58XKCA22M9uKAxUIPfLbKQkppDEEzsVokplkeFCU/zczMDLLZLB48eKDbT2MGajf9ZCYc9cQ0EGmZtVkYlZZRqj4iF2UzvCtSgWfEB1pqhPX5fOjr6zPcu2JGmTUALCwsgGEYjI6OwuutbzaOmdVJxWIRS0tLcLlc6OzsLOks22wB8TyR4LwlkZjdYhgdDn3elY3icXfgXkei7v2opZQI1VJKVsBqkRizbmr1QPw0brcb3d3d6O3txdHRkRilIX4aqahpRNqpUnm13W5virAympYRMUBjJk3Xu75a9RHpfmv2tOl6kRphX331VTx69MiUQ9VoM3I8Hkcul0M4HMatW7cMEV1GR0WIKEqlUnj48CHc7uOy2dXVVbGzbLFYbHpO3SoHVL380daH0OcsFTByttmI+N+VqoM42LDFRtDviFd8zCPegyNA7LYLqKeStorHj53m3RUFylqhEyeczx632Sklq0VirLIX4Fnkw2azIRwOi93LtfhpzPg7KokYn89nqeeuViwtYuQXU4fDYdlIjJbmdWbOODKi23AikcD4+Dj8fr9ohDVzpIERAkEQBKyvr2NxcRFutxtDQ0OGRY3MSO1wHId3330Xg4ODGBoaEr1MiUQC0WgUBwcHKBaLyGaz4qTmQCDw3AiLRiKPwuiBpJLkbD0VPR0SkaKEdGyAHD3RmLXCcQ+m7WIEHGxot6cQMGgeU61YLRJjpYNYLb1VzU/DsqxoIq6lP40aleYmPQ+mXsDiIkZOIyIx+bz+kK3W5nVmlkLX0ytGOkfozJkzOHXqlPgBMnNCdr3rkvEB0WgUt27dwvz8vEG7O8ZIEUOeY47j8PLLL6OnpwfFYhGCIJR0lrXb7chkMmhvb0csFsPGxgYAiP/e0dFh6uwX6X6bTT0X8d9c/WkEFLSsNJV0yNWebtwqtqPfGav597WwUeyAjRHAC8+ehxjnR3sdc5vqhYhuqwgHK+0F0F54ouSnIaJmdXUVNptNjNK0t7fXnPZREzGZTKbudLtVaDkRY7VIjJ7mdc2ccaQGy7KYnZ3FwcEBbty4IU4HrnfdatS7biaTwdjYGBwOB0ZGRtDW1mb4Xo0SMdIBmXa7Hb29varrkrSjdKDd0dERotEotre3sbCwAK/Xi46ODrS3tyMcDlvqIm4U9T7vgSrTpjcK7SU/U63RnBLVhMwT7vhmRimqM58/URJRkaeUiA9Hic1ie9NSSuR1sUokxmpTo2uJDEn70wwMDIDnedFPs7Ozg4WFhRI/TTgc1uwDqpZOssrrWA+WFjFK6SSreGJqmX1kpoipZe1UKoXx8XE4nU7VUQ5WFDFkfMCJEydKmu41q69LJVKpFMbGxuDxePDyyy/j/v37uh6TYRiEQiGEQiFx9ks8Hkc0GsXc3ByKxaJ4cevo6IDH46n7wvQ8XNgAoE+hL8xGQXnYpxEc8Z6y76mlpSpBBIxcWNnBg8Pxez3BeZoyw4i8N60iHKyWTjKiuELJT3N4eChO5SZ+GvK5r+Snoekki2EVY2+ts4+aNahRCdJHZXBwEOfOnVP9EJhlRq6lOkkQBKysrGB1dVVxfIDRz2+96z158gSTk5PitHXSm6EenE4nuru70d3dXdIm/eDgACsrK3C5XKKgaVQFhNWQppIO2AA6HZX9K9UgwkGJatGYfTaILseRpsdRM/jKU0peWwEZ3oX/uvMh3Dz8LTHVqGWCfL2Qz4NVhK7VRIwZJd8OhwOdnZ3ijLp8Pi+ORpiZmQHLsgiHw+L7QBphqRaJeR5oqStcI9JJ1davZ/aRFSIxPM9jYWEBW1tbuH79Onp6eir+vM1mQ7GobyieFvSWL5OqqXQ6rSocrRKJkYqta9euiR2OpespddHU+5jyNukcx5XdsQWDQTH1pMcgbAVPTK2QNNEBW/oe2SmGEapgqCVUi57k+NJQ/laxHQG7frNtkveUmXQrpZGUcLvd2NjYwOzsLPx+v3iQhUIhU/qnWC0SYyVPjCAIDRFVbre7xE+TyWQQi8UU/TT5fF7RQ0dFTIOwUjqplvSRnvXrRUvUIJvNYnx8HDzPa+6jYoV0knR8wMjIiGo+2AqeGJZlxXlfSmLLzI69drsdHR0d6OjowLlz55DL5RCNRhGLxbC+vg6GYcRDrr29vSEG4Xow+m5fKmCqeWb0kuQ8qkJGHo3ZfTpmoF7W8x34p2fO4MyZMygUCqIxlKQZ1e7O64FGYtQhpudGNt9jGAY+nw8+n6/ETxOPx7Gzs4NEIgGn0wmO48RoXSgUMmTkwJtvvok333wTjx8/BgBcuXIFv/7rv44PfvCDlfb7YwD+HYBhAEsAfkUQhL+sZx+WFjFympVOqjV9pHV9I6iW9jk4OMDExAR6enpw6dIlzR80M3vbaBEc29vbmJmZwalTp3DmzJmKF0+zIjFavQfpdBoPHz5EW1sbRkZGysL70mZ2ausZeTi0tbWhv78f/f39JWbBzc1NzM3NiXfuHR0dJXl1qxxQtfArS7+Afne5n6RSFKYWU68WYmz1Q0IejcnwLrEsXFpqTVJKxBfjtRUAx3Hq7F+d+jxcLhd6enrQ09NTdnf+6NEjOByOEgFba+qJlFdb5T1iJWMvuZ41cz9SP82pU6cwOTkJp9MJhmEwPz+Pf/gP/yGGh4dx8uRJ+Hw+1UiNFk6ePInf+q3fwrlz5yAIAv7oj/4IH/rQhzA2NoYrV66U/TzDMKMA/k8AnwTwVQD/GMCfMgxzQxCE6Vr/5pYSMQ6Ho6YSaK0olSnXkz6S04wSa2lq49KlSzh58qSudc3sE1NpXZL22t7exssvvyz2V6hnzVr2qBWp/0XNY6RFxJB/Nxrpxe306dPinXs0GsXMzAw4jhONgma9R/VQ63PQ7z4s+boo2LGj0OROibXCcSrHDgFDrgNdj5vk25Dk20qa0knR4o3ZLBpjOla6O08kEmLJfj2pJyulbwBr7Yfc7FllP8Dx8xMMBtHf34/z58/jvffew//8n/8TX/rSl/DOO+8gEong/e9/Pz7wgQ/gAx/4AK5fv655/z/8wz9c8vVv/uZv4s0338S7776rKGIAfBzAXwmC8B+efv1rDMO8DuBjAH6+1r/R0iKmUc3ipOsTT4wR6SOl9RuZTioUCpicnEQmk6l5eraZ6SS1gyqXy2FiYgIsy2JkZERzPwOjxwRoER3SEQ1Xr15FX19f1fWqPWYj/CjyO/d0Oo1oNIr9/X2k02nMz88jFos1tEV6vaj1hqkGES+l3zs2UXJgMOTSPjupGkalkvQgncZcb+qpGRVRlbBSOolMjLbKfoByY+/w8DB+4Rd+AQ8ePMAP/dAP4cd//Mfx9a9/HX/zN3+Df/Nv/g0+/elP42d/9mdrepwvfelLSKfTGBkZUfuxEQD/Ufa9rwH4Ed0PKMH6VyYJjerYa1T6SG19M5CnfQ4PDzE+Po5QKFTRR6Jl3UZ6YuLxOMbHx9HR0YErV67oyi+bFYlRu1CyLCv2f9EiEuWzkdSMvY1GahAeGhrCe++9h46ODnAcJxqEQ6GQmHry+/2WOsgIR2ybZq/LWr5T/G+nrfI1Za3QIQoZualXznYxUjEao0SS9yDBlZdnA5VnKQFAyJERU0paqSf1ZKVuvYC1RIyV9kKoVJ3k9/tx+fJlXL58GR//+MdRLBZ1n69TU1MYGRlBLpeD3+/HV77yFVy+fFntx3sB7Mm+t/f0+zVjeREjvTM1OxJD7jbv3btnSPpIjs1mQ6FQWxv0apB0krQN/9mzZzE8PFzXRaeeTsCVkIsY6b7Pnz+PwcFB3fs2OhJDLkhKa6bTaYyNjcHlcin6X5SQixi1vTa7MshmsyEQCIgTwLPZLGKxGKLRKNbW1sTqB1L1ZFZpb63vW6VDX+qHqeRVsUP5uSfRmh4N5dLbxQjamNor+qS+GCnr+Q7wT8u9uacl190ubeXbauhNPVkp0tCoaiCtNHOithp6SqydTqfum90LFy5gfHwciUQCX/7yl/HhD38Yb7/9diUhYziWFzFSzCyxFgQBq6urAIDTp09jaGjI8DsOswQBcHzwsCyLiYkJxONx3Lp1C5FIpPovaljXbE8Mx3GYnp5GLBara99mRWLkomJ/fx8TExM4efIkzp8/r/kiqmVKdaPSSXrweDwlBmH5IUcG2VVrvGUmx4bew5Lv7RRC6HQa26J/vdCBQQPTS1p5nOus/kMGUC31VCgUwDAM1tfXDa16qgWrlXtbyWRMqDR2wIhmdy6XC2fPngUA3Lx5E/fv38dnPvMZfPazn1X68V0A8p4ePU+/XzMtJWLMKrGWpo8AoKenx5QPppmRJI7jsLe3h2AwiNHRUcPKZ40WBgQijqTjA+rdt9GVVEqRk9XVVaysrCg229O7XqWfaTZqe1Q65EgqQmoQJlEaj0c5TWIGB8Xji3KfK6EoYDafduuVRjmqpZKUkAuZJF/e6XqvGEKPM1H2PQDodJY239vKH4t2v0M5FbaU7Snv3ssI4AQGa9njCJHelJJW5Kmn7e1tPHr0CPF4HKurqyVzvyKRSEPL9q1QDSTFqpEYpefHiBJrJXier1R88w6A7wfwO5Lvvf70+zVjeRFjdjpJXn30jW98o2ll0LWyvb2N7e1t+P1+3L5929CD0Mx0Ujqdxr1799Df318yPqBWzCixBo4PdJZlMT09jcPDQ7z66qsIhUJ1rVcJq0ViKuFyudDb2yvOg0qlUohGo9jb28Pi4iLa2tpEQROJRHRVwdTKTqH8tdk0eNyA2REZtZSSDbyYUgIAj72ILFeb300vDMPA7XbD7XbjpZdeMrTqqRasJmJaJRJDjPz1ej0/+clP4oMf/CAGBweRTCbxxS9+EW+99Ra+9rWvAQDeeOMN9Pf341Of+hT5lc8AeJthmH8B4C8A/CMAtwD8XD37sLyIkWKksVet+sgKXXW1wvM85ubmsLu7K3ZvNPpO3ox0EhlqeHR0hOvXr1es6NGDGc3ugOO7lrm5ObhcLoyOjtbtAbF6OqnW9xDDMAgEAggEAhgeHgbLsmIqYmlpCblcrqQKxiiD8K8s/ULdayjBob69KUVj9NKoNJJWpMZeeVSuWCyKUTlS9RQKhUQRa3TqiVxLrRK9tFokhngkzRo78OTJE7zxxhvY2dlBKBTC9evX8bWvfQ2vv/46AGB9fb1E1AmCcI9hmH8M4DcA/HscN7v7kXp6xAAtJmJIVKBeM1el6iOzRYxRh2wmk8H4+DgAYGRkBE+ePEE8rlwVUQ9GCwPp+ICenh7DBAxgngAYGxszJFr0PKST9OBwONDV1SX2+JFWwTx+/LgkFVGvQdhdIS20lQ8jqJKqkaJm6iXkZZVJ64UORBxpbRuUcFAMlKWUACDFtqmmlKpVKR0WPfjlxf87/sP5/6x7P3qo1JfF6XSqVj2R1BPpRWREx2iyF6t8ZqwWiSHnmFmemD/8wz+s+O9vvfVW2fcEQfgSgC/V9cAyLC9ipG9QUilUz5ulWvO6VojEkCnOvb29uHTpEmw2myXGA1Tj6OgIY2NjCAQCOHnypOEmbSP3KgiC2E779OnTOH36dN1rtqqx1yi8Xi+8Xi9OnjwppiKi0SjW19dFgzC5azcqqigXMEopmnqIs74yIZNgn/U1ItEY4ocp35+6iX0h01tRnBFfDCHNmu9H0VpiXanqSdoxmoiacDisO4phpcokwHqRGDURw/O8aZ6YZmB5ESOFvBgcx+kuBdPavK6ZowGqIQgClpaWsLa2VmYsbfZ4gGpsbW1hdnZWFAQrKyuGD5Y0SgBI/S92u11Tt2CtSN9zlRqKPe9IUxHAs8m8sVgMU1NTYFkW+XxenPekZhD+JxOfRL9CL8Q878BWPmziX3BMhnMZGo3RQjN9MbV2yFVKPZGO0fPz82LqSU+q0WoixoqRGKVIVTp9/H6lIqYJkB4Feu/g9TSvs2o6KZ/PY2JiQvVvMNOAq2d+kBye5zE/P4+dnZ2S8QFmRI6MqKSSVkuNjIzgW9/6VkMnY1shNN6MPcgn846NjcFut2N3dxeLi4vweDxibxrpXXu/91Bc4yDvR6dbe0l1LZVJSmzlI+h3q6dy1aIwB8Xy61CllJIWzE4pGdXszul0oru7G93d3WLqifinSKqxWurJaiLGavupVF4NUBHTNPSWWeudfWTFdBLpYhuJRFT/BjPTSUBtodJcLidOzZaPDzCjdLveZnfRaBTj4+Po6+vDxYsXxbuYRosYK0RimrkHYrDv6OgQ047krn1hYQGFQgGhUAj/H9v/F/3eyn6YRlFNyCiR59WvRRu5dvFnyN9XzRfjc+RNTymZMatImnoiqUYyrHRrawtzc3Pw+XyioCEitlVEQ7Oo1OjO6XRafoq9ViwvYmqdn1Tr7CMriRjiy1heXq7axdasfZOLhN4PaCwWw/j4OLq6unD58uWy37VSJEb6PMuHZJrRQK/S2AGyH8ozpAZhQRCQzWYRjUaB2LOf0RuFASD2WCHYmGfPOy8wGPI8K6GWm3qNIM56EXEoT9auBkkpEV9Mo1JKjRg7IB9WSlJPsVisJPXkdrvrihIbjRU9MUr7SaVSTW1SaDSWFzFytHTtJQMEC4WC7tlHZnYFJpECLXcQxWIR09PTSCQSuH37NsLhcNW1zY7EaEEQBKytrWFpaQkXLlzAwMCA4ofF6BEBta4p7Ras9Dw3IxJDUYdhGNEg7D0qIF7wwsGUvjd3c0FEXMfiQKkqaf1plMMhiWpIBQxhLdtRImSqsZWPwG8vb/S1Xzi+/nS5tHlg5lN98DlUG4ZV5Z9MfBL/9aVPVf/BGmjG1Gh56omMwdjZ2UE2m8W3vvWtkiq3ZkUYOI4zbQRHLaiJqlQqpXmobivQciKmWjpJmj66efOm7tlHZkdigOq502QyibGxMXg8Hs19ScyOxGgRMSzLYmZmRlUQyNdtdiQmm82K3gu1bsFmiC2rp5OsIqQq7eOfTHwSXoWPtlTAyDko6PcA6BUyjWQtfSzGWMGGnrbjGUr1iB8tNHsApFTEOhwObG1t4cyZM1VTT43AauktlmUrlldb5XNeL5YXMVrTSbWmj+SYGYmRVlepiStSfnjq1CmcOXNG899gViRG69pkIKLT6dQ0PqDZnhjif5GWqSthVhdgAGIoXE6zRYxV9qCX3Zz6FPGNbAQee23VcGvZDuR5B4Y8sZLvZ7jym4vtfAgn3MoN7vYLATEas1s43quWlJKSL2Y1/awJnoPhsZcLikLGTJoRiVGDRBrUUk8LCwvI5/OmNFistB+roLYfIxrdWQnLixg5Sl1760kfybHb7ZVmP9QFwzBgGEZRhHEch7m5Oezt7eGVV15BZ6e+Tp1mlVgD1Sufnjx5gsnJSV0DEc2KxGhp6U/SXRcvXsTAwEDda+rdY6W/2wqRmFZCnkpSYiNb3ovFUcEgq8Zatr1MyBjNZq768FOpgJGylwuiwNnR7s6YllJqdiRGilLkQy31RKqeyAR2M1JPViuxVovEpFKp56YyCWhBESOPxNSbPqq2vpGQEnH5IUa67zIMg9HR0ZqG5tntdtNMbmqCQxr9unr1qq7uu2Z5YioJBI7jMDMzg2g0qslnBJgbianl318UKj3nx6mk0qZ1rKB8eCgJGLORRmOIH0YvadatmBpaz7TDVqWzsJlYLRJTaS/S1JNS1dP8/Dy8Xq9hqadWisRQT0wDkV/USSTGqPSRHDNFjNL6e3t7mJqaqrutfT2l0FrWlouDQqGAyclJZDKZmqJfjY7EEP+LzWbDyMgI2trKJw+rrWlWdVIt/94IXnQhxQulf7+0FLpSNOaIrf6eUhI1elNKPJiKQiaW9yLDmlOpZKWDWq8HpVLVkxGpJ6tFYiqVWNNITBMh6Z733nvPkPSRHL19aPRCRAzP81haWsL6+rruKIYStZZCa11bepBLxweMjIzo7p4MmOeJUVqTlHv39PRU9L8o0ejqJMAafhQr7KEasbwX3W3qZdWJov6IphbWsu3oclUu567kjVEbLFktlbSeUZ/E7WD4smiUGSklK5lX692L0aknKwk8QL1aioqYJpPP57G7u4ve3l5D0kdyzI7E2Gw25HI53L9/H8ViESMjI4a8oaSVT0YjFQfy8QG13rU3IhIjCALW19exuLioyf+ihNFpL1pirR2l5+L7v/0p9Mk+Lk9yfrS7jyMZpDJpKxOG3/ksHVPJ1KtUXl2N/YJfk5BxavDsAMfRmBTrhl+SQlJLKVXCZedQ4Mw7SK3SkwUwVlAZkXqyYiRGaT80ndRgpEPzlpeXsbOzg0AggGvXrpnyYTLTIAsc/x2zs7Po7u42VIQR07BZIoZlWczOzmJnZ6cm47HSmkbf7Uv/fo7jMDs7i4ODA9y6dUuc0VPLmi9ax14rHFJqz0Gf/wg5zoEc51CMwmxlwibv7Jgc58RGNoIBj/7J8fGCV7UMXI2NdAQuu3nXJa08T5GYSmhJPZFZTx0dHfD7/ZaMxKiVWBs5D67ZWF7EAKXVR6dPn0YikTDtQmtWOkkQBKyuriKTyaC/vx9Xr141/G8wM4q0vLwMh8NRs/FYjhmRGCKMcrkcxsbGAECX/0UJM0QFWe/g4ACJRAKdnZ0l+fdmi5hW4UnuOCRDojBaqaUyqRbiBR+63bUNeVSiwNlFIVPNF+N1FHFUcOOH3/s3+B+v/mvD9mA1Y6/RkXg1KqWe1tbWYLPZUCwWEY1G4XQ667rmGEWljr2nT59uwo7MwfIihmVZvPPOO+jo6MDNmzexv79/3HLcJMwQAsViEVNTUzg6OkIoFEI4HDYtimS0MIjFYuK+b9++bdidhhlRI1K+fu/ePXR3d+Py5ct1X3DNisSQaeTBYBDr6+virCCfz2cJEWOFPcj5/m9/Cj6X2xIRCQKJxqiZep/kA4pCRh6N2Xva46aelJKSLyZnsMHX6iXWjUAt9fTw4UM8efIEq6urYuqJTO5uRoSmUiSG9olpIA6HA7dv3xZnPTS6eqheEokExsfH4ff7MTo6iunpadP2b2QqTDpPyOfzoa+vz9APotGCSxAE7O7uQhAEnD17VnXcgV7MiMQ8evQIxWIRt2/fhsvlAsMwODw8FPPvHMfhwYMH6OjoEEPVVjk4monPVfkw380EEKzyM3qpNKSRsJGNIOTMalrvoKD/8NhI60uFmumLsVokxgp7sdlsYnHJyy+/XPJ5XlxcLEk9tbe3IxAINOTzXG120vOC5UUMAAQCAfEgMbOjLlmf5/m6DWyCIGBzcxPz8/MlJthqjePqwai1WZbF9PQ0Dg8Pcfv2bayurprS0wUwxijI8zxmZ2ext7cHAIYJGMBYsZXJZERT3Z07d+BwOJDP50uqIPr6+vDee++ht7dXDFXb7XYx997e3l5TNZgengfBJDX1yiHt+gkkLTPkj5WVVxuBWjSmEXicBUNTSjQSowy5RthstpKBpcDx5574aUjqKRKJiJ95s1JPlSIxRlb0NpuWEDHSu+FGlEADlUcDVIM0VTs4OMCNGzfQ0fFsWq6ZkSQjDlwyPsDlcmFkZARut9sUs7NRfW2k/pdbt27hnXfeMbSCwqhIDBlz4HA4cPr0abhcLsXXihi0+/v70d/fD57nkUgkEI1Gsba2htnZWQQCATFK06i7umYg/buOU0lQTSVpicKspY4jGg7bs+dd6itZS7WDf1r+POTT15l3KxNGv/dQ1++oGXylKaXtTBBt9mc3bXp9MRnWaWhKiUZilCGfZaVrGUk9kc9zMpkUB1guLCzA4/GIgsbI1FOlPjE0EtNEGpFOAmoXMfIZQnKVbWb1U71rk8Z7AwMDOHfunHiBMMuEC9QnYuLxOMbHx9HZ2YnLly+Lf3uj+7pUQhAEbGxsYGFhAZcuXcLW1lbZ+pUej9y1keqqfD6PaDSKaDSKjY0NMAxTEqUxaopusz0x8sfPFpyq6aTdTPW7SiJgtLKWblcVMjnO2EjYXoWZT8eP5ygRMkpspkLif3O8DV3eyuXftUIjMcpwHCfegFTCZrMhFAohFArh1KlTKBaLYuppaWkJuVzOsNSTkogRBIH2iWk2JBJjVr8Cm82mOt+oGru7u5ienq44Q8jsKdm1iA2p0fTatWvo7e0t+XezRUwtbGxsYH5+HufPn8fg4GDJ4W9kqWM9IobneXEeFinz3t7erqvZndvtxokTJ3DixAnRUBiNRrG+vo7Z2VkEg0FR1ASDQcscOPXS6Vc+lKt5PzZSYbirCAA11tLt6PVoH6oojcbEZd6XJ/kAbAo9Y+KF+vt1SAUMYT/jB8vbEGo79uqMfuN/x73v+5d1PxaNxChT6zXH6XSqpp7W19fBMExNqSdBECqOHaAipsFIL8RGpHuqoVdo8DyPhYUFbG1t4dq1a+jp6am4dqFQUP33eqglElMoFDAxMYFcLqfaeM+sxnSA/jt+qTC4efMm2tuf+RvMKFGuVcQUCgWMjY2B4ziMjIyIZelam91pEenSXhZnzpxBPp9HLBZDNBrF5uamGKUhokZrlMZqwoekkgjxrBcRT/Wy6o1UuOx70lSSFjbTYZz0HVb8mVTRuCGCUrYzyhEaaUpJScDI8TgLSOeNidDRSIwyRjW605N6CofDqmcgOQfUPDFUxDQR8qKwLGuqiNFqHs7lchgfHxcPq2q5RitFYhKJBMbGxhAKhTAyMqL6fJJmd0ZSS3M+8lzzPF8iDKT7BIztWlyLiCHlluFwGNeuXVMM6VZ6vFpxu93o6+tDX1+feAEkgmZubq7MS2OVA6Aa2YIT3FPDrV1jd10lAVMrWoQMoZI35iDnQ2dbWtM6KbZUGKmllASBAVPhOUnkPAi1ZeFzG3PjRCMxypg1s06aemJZVozSVEs9qXl0OI5DNpulIqaZ2Gw207vqahUaZIJ2V1cXLl++rOlNbLYnRusBTg62M2fO4NSpUxUPTzMiMXrXPTw8xNjYGDo6OnDlyhXF59qsSIyev313dxdTU1OqYxm0iqJ606XSC+Dp06dRKBTEKM3k5CQEQSjx0sjnwjTbEwOUCzoiYEgU5iDjQ9CdK/u9nVQQbU71MQNq8LKZRiz/7IDUI2TkqaRKPMn6EVb4G7SwlVSOwthtPDjJ3g9SfsNEDI3EKNOIkQPyqidpw7319XUAEAWNx+MBwzBle0qljtOyVMQ0mLKLWQPKrCsJDUEQ8OjRIzx69AiXLl3CyZMnda1tZol1NYFE0jG7u7tllVOV1m2miCH+l3PnzmFoaKjiRdToJnpaxyNIp6pfv35dNaVY7QAwq2uvy+VCb28vent7IQiC6KXZ2trC3Nwc/H6/GKWxgoAhXP/z30V7e/XPOqlMqlXAaGHlqBP9PuWhjlIyrBNeh/Y9HObbyoTMbjoAr7M+4eGw8SVCbPQb/zv+7v3/vK6IAY3EKNOMkQMej6ekilGaekokjt+ni4uLJamnTOb4BqAeEfOpT30Kf/Inf4L5+Xl4PB6Mjo7it3/7t3HhwgXV3/nCF76An/7pn5ZfWPKCINRdX94SIkZOoyZNK1EoFDA5OYlMJoPXXnsNwWDlygI9a9dLNVFAypEFQdA1PsCsSEy1qEQtgqvRAxuB49Qm6chcbaq6FQZAMgyjGqWZmpoCy7LIZrNwOBzo6OioOr3XDMhz5A+URykOMseRDnkUZidV/lmsZOqtVJ6sxlY6VFXIJAvuMhETyx9/1vSklDJFl6qQeZyIwKnR3+N0cEjnXfC5C/jmN7+JcDgsRuFIE1Gt0EiMMs0e/ihPPcViMUxPT4tFG5/97GexsrKCW7duoaenp669vv322/joRz+K27dvg2VZ/Oqv/ip+4Ad+ALOzs9XsFEcApErHkAt1S4qYZnXtPTw8xPj4OILBIEZGRmpqOma2iFFbOxqNYmJiAt3d3bh06ZKuu4ZmpJPy+bzoNWqm4KoW2clkMmJJ/cjISFXzrB5jb6OQR2nGx8fBMAy2t7exsLAAn88nHnqhUMgyB4cUJQFjFlqEzF7Gjx6Dy5xr9cVIee2118QUxOPHj3U3UqSRGGWsNvwROP5ck+hIR0cH/uIv/gJ//dd/jWg0it7eXnzgAx/A66+/jh/4gR/A4OCg5nX/6q/+quTrL3zhC+ju7saDBw/w/ve/v9KvCoIg7Nbwp1SkJURMo9NJ8kiPtNfH2bNnMTw8XPPdiFmCAFB+XqTjAy5evIiBgQHd6zZaxBD/S3t7O65evarr4tDIqdOxWAxjY2Po6+vDxYsXNV1Q9XhimgHDMHA6nQgEAhgaGkKxWBSjNDMzM+A4rqTiqVGD7rQaehtNPZVJT7LPQvpKKSU1tjUINrkvBgBiKS8+8J3/jHvf9y/FmT/SRoozMzOi+bu9vR3BYLDkPU3Kdq0QiSF7sYqIaXYkRo68R8z58+dx/vx53Lp1Cz/3cz+HL33pS/j617+OL3zhC/j5n/95fOhDH8J//+//vabHIqkraaWoCn6GYdYA2AA8BPCrgiDM1PSgElpCxMhpZDqJZVnMzMwgFouVlfTWu7bRyEWBdHzAq6++ilCoejmmlnWNQmldYjiuVSwa7YlREx3r6+tYWFjQLQytkE7Sg9PpRE9PD3p6eiAIAlKpFKLRKHZ3d7G4uAiv1yseeuFw2NAL+f8291/LvscpjAU4SPnhcVX3oOgtr65EPdGYaiml3bRxLeGlvhi3s/QGR6mRIonSTE1NQRCEkh4lJK1ohcOafIassBfAWlEhQF1UkZEDIyMjGBkZwa//+q8jkUiUNeHUCs/z+MQnPoG7d+/i6tWrqj/3NCL0zwBMAggB+JcA7jEMc0UQhM2aHvwpLSlizI7EkLRMKpXC2NgY3G43RkdHDfEGNCqdRPbe1taG0dHRujq5NsITw/M85ufnsbOzg1deeQWdnZ01rWmGJ0b6t0v3WYuotWI6SW0PSt8PBAIIBAIYHh5GsVhEPB5HNBrF7OwsOI5DJBIRRY3WFGAlXE7zPueVYPnqB9JWOoSQq7bKooOctgomuS9GGoUp8jZdvpgia0e+qH7Jl5boC4IgGkWJYCWv5+HhITo7O5uaPpHOKrICai3+m4VaHzWlkQPES1MLH/3oRzE9PY1vfetbFX9uZGQEgiD8MfmaYZh7AOYAfATAr9X04E9pSRHTiEjM0dER1tbWMDQ0hLNnzxr2YTE7ncTzvOr4gFoxOxJD/C8sy2JkZAReb+1dTM1MJxUKBYyPj6NYLNa1Tyunk/Q8vtPpRHd3N7q7u8UoTSwWw97ennjokYqnUChU80U+nXUj6FUWC/IoTK2VSfLyajl5rrZL5V7GD6fKvCc5WlJKRdYOp6N8PT2+mBt/9Rk8/MGPV/wZhmEQDAYRDAYxPDwMlmVxcHCA2dlZLC8vY25uDqFQSBSseg3C9WI1EdMqkRgjJ1h/7GMfw1e/+lV885vf1FWhCwCCIBQZhhkDcLbefbSEiFHyxJglYnieRzweRzKZxCuvvILu7m5D1yd7N2NsAsMwSCaTmJqawtWrV8vGB9SKWb1tbDYbUqkU5ufnEQ6HcfPmzbobGBotuEhkJ5lM4uHDhwgGg7hx40bN+2y1dJJWpFGaoaEhsCwrpibm5uZQLBbFKE1HR0fVKM1Pb70Df+BYwBCOMm3weY5LqQtFBw6K+spEd5KlXhLb00O/z699tICcvXQAPb5nE6qThfqitYd54zxGSr4YAOCK+g9bh8MhRh3v3LmDXC4nvr6PHj2C0+kU006NmLROPuNW+bzwPG9a89VaMHP4oyAI+MVf/EV85StfwVtvvYVTp07pXoNhGDuAawD+sq7NoEVEjByHw2FKOimbzWJ8fBz5fB6dnZ2GCxjgWQdFo93shUIBa2trKBQKGB0dNbSZkVmRmGKxiEePHuHcuXN1maWlmBGJyWazePfdd3Hq1CmcOXOmrn02q09Mo3E4HCVRmnQ6jWg0iv39fSwtLaGtrU0UNOFwuOyz4HSzyBccsNnqfx72ksceE+laNknUYicVBC8w6AvULmb0cpj1INhWHnVRmjhNUkrk79BK9MiHsD9b8j23kwWbr+26I/Wh+Hw++Hw+DAwMgOM4JBIJseKJTFo3c4YXiXxYRcRwHGfY8FUjUBMxRowc+OhHP4ovfvGL+LM/+zMEAgHs7h4XHIVCIfHm5I033kB/fz8+9alPAQD+7b/9t/jX//pf/wCAZQBhAL8MYAjA5+raDFpUxJgxf2h/fx+Tk5NiqWk8Hjd0fYJ09pNRIoaMD2hra4PP5zO8G6PRPhMyayqdTmNgYKAmJa+GkYJLEAREo1EcHR3hpZdeMiSyZfXqJMD4u1uGYeD3++H3+8UoDfHSzM/Pi1EacuiRNJ1UdBxl9EcoDjP6PDkkUqNVzOSKx4JDHo2RE8t60a4w6+ko16YoZPSg5IuJHj27044nj5/LgO/Z4zjctUVVSWWSUmScRGDOnj0rTlqPxWLY3Dz2bEqjNEZUtFktfWO1Emu18yWVStV9Prz55psAgO/93u8t+f7nP/95/NRP/RSA48IH6evz9Dz9AwC9AOIAHgAYFQRhtq7NoEVEjJkl1tJOq5cvX0Z/fz82NzdNNd8Cxs33kVbz+Hw+LCwsGLKuFCPTScRXUigUEIlEDMvPEoyKxEgru8LhsGGpOS37MzqaVAtmPr60fbogCMhkMohGozg4OMDy8jI+npyBUyErQ1JJyXQb3K7Kn//9I3+Jd0RPRGcnGUSXT1+Pl2pCRivpggs+V+UbtFp8MYkjL7zevPj1S//jP2Hih39R1960lldLJ62TVGw0GhWHGHq93pIhhrUc/lYTMVYssVaKDKXT6bo8h4C2a8Nbb71V8vWnP/1pfPrTnx6q64FVaAkRI8coYy+Z4JzNZks6rZrpuSHzLOpdn+d5zM7O4smTJ2I321gs1vQZR5WQDpy8ceMGpqenTZmOXe+a2WwWDx8+hMPhwOnTp3FwcGDQ7rSLmBcFhmHE1MTg4ODxzclf1t46Yv/ImCjkXjKAnoA+UVLJD6MWjdGzHy1IozAAwDAChKdl6ZmMu0TI6KWWRndSg/CpU6dKKtpIFC4cDosGYa/Xq+n9bzUR0yqRmEwmg76+vibsyDxaRsRIL/5GiIx4PI7x8XFEIhG88sorJaasZnUE1grx7gAomeZsdhVRPWbk7e1tzMzMlAycNGO/9aa+4vE4xsbG0NPTg0uXLmF7e9vwqITV00nNxOFwwOlWj7Ik0+Y31+P54/c4EQ5axYzSmIBqRl9pSimaUY9KFoqOquXm0SOfaiTGZufBczYkE8fXCpe3hgGZBjS6k1e0ZTIZsZniysoKnE6nKGgikYiqQdhqIsaKkRg1Y+/zNPwRaCERI6UeY68gCFhbW8PS0pLqQEGzRUw9kZhoNIrx8XH09vbi0qVLJR8cs/ZNPgy1iBie57G4uIjNzU28/PLL4gRWwPjGdEB9Qo4Mmrxw4YLYhttoP5CW177Z6aRmRoKu//nvKqaSAGUBIy2vTmZrqwziFRroSdk6DKEzUH3eUa7o0DS08TBb2aujN6VU5G04Smnz/9idvFiddO3Lb2LqR39B0+8Bxo8ckEbhiEH48PAQsVgMq6urmJmZQTAYFL1SgUBAfG9aTcS0SiTGiOokq9GSIqbWw5oM6kskErh165bYqdKo9bVSy1RoQRCwurqKlZUV1cnZZkZiAP0XDpKuy+fzGBkZKfvwGC0QgNoEgLSBnXzQpBmCohXSSc2OBFXysCj5YeJJLxwKPhHFtU0cYRDLeNHuVU4b1ZpSiia1Hzp6+sXYKkS8lDB75IDdbhcr1gCUlHFvbGwAgChorCZiWiUSY4Sx12q0jIipN52UTCYxNjYmjg6vVA5ndkdgvfuXiq9K4wOMSPuorQvoMyMfHR1hbGwMwWCwLF0n36+R6I3uyIWW3PTWyFlMUpotIloFUn0jR8n4Wg8HSV9JNIZUJukllvWWTc8+ymlLkamllA6PvLpL0QtHbt0iptHDH9va2kSDMM/zokF4a2sLR0dHsNlsWF5eNmXkhV6sFolR2w8ZO/A80TIiRoredNLW1hZmZ2cxPDyMs2fPVj3gzWxIB+hLJ+kZH2BWDxq9ImZnZwfT09M4ffo0Tp8+rfocmtFET090hwhbv9+PO3fuKAotM0SM0vrS7zc7ndQsrv/570Lgnz0P+YwT7qfeDZ5vfnRKLmTUqBSNUaPIl35etaSUtELMvcQXAwBw8ODzDl0ppWYOf7TZbGJ7/NOnT2NjYwPb29soFouYnZ0Fy7IlZfoej6ehe7VaJIZlWZpOsjJaRQbHcZibm8Pe3l6ZH6Pa+oB56lprJGZ3dxdTU1MYGhrCuXPnqn4opWLDyH2T3hDVRIwgCFhcXMTGxgZeeumlqs0CzfDEaBUAT548weTkpDhWotK8IDMHSiq9h5udTmr24xeyTk0pkVSyDQ5X9c+REQ3zCFqFDFB/916gciqpyNqRzhw/Bs8zNf2deqIxjY7EVIJhGHg8Hly6dElsphiLxXBwcICVlRW4XC5R0EQiEdO76VotvaV0BpDniaaTmoT0wkrekGpDroDjsNn4+DgYhsHo6KiuYXRmNKSTr1/pYOR5HktLS9jY2MD169fR09OjaV3yIeI4zvC239VSPyQtk8vlFP0vamsaHXGotk9BEPDo0SM8evQI165dq9r/5UVNJzX78aXk0i64PKXVNKmk+VVKamhJJcUyXsWUVirrRtBT3uAuk3PB22ZM5KWaL0Zq7tVDMyMxcqSiQdpMcXBwUDQIk4qnbDaLYDAoVj1JDcJGIAiCpdJJgiBULLGmkRgLIBUZSiKG3GWfOHECFy9e1K2QpeubQaVIjLQZ3J07d3SpZtKGu9G9YshcITLiXetdT6M9MRzHYWpqCoeHh3jttdcQDAYVf06+x0aLmBcxnfTS538fQsAOOHjxABZUqoaIgNEShdGLPG3FcuXXjlTOBb9McOQqTIeWc5RtUxQyctKF8tSx1BeTSraBsTfufWKlSEylyIfcIJzNZkWD8NraGmw2W0kHYbe7voiZ1YZRCoIAQRBU00nUE2MByGHNsmzJG5BEMNbX13H16tWam/owDGNqhZKaF+Tw8BDj4+MIh8M1Dxk0c1ijkjggKa9a5go1sk9MLpfDw4cPYbPZMDIyovnC1YxITLNFTDPutvkABzjK3wu5dOlBXswrfya0ViaVPW6V8mo1DlOesrlEtZLQOR6hFozwxVgtEqN1Lx6PB/39/ejv7wfP8zg6OhJHIszNzcHv94upp1AopFuMkGuYVSIx5Pov30+xWEQ+n6eRmGYhf8PKu/bm8/mSKpN6835mihildBLpUXL27Nm6hiHWUr6tBbk40ut/UaJRnhjSwK67uxuXL1/WdZFqRok1pT6MrkyqlWS6rWRmUTXkKaVk0gNnlfEKAseI0ZhafTEoaPs8WC0SU4tosNlsCIfDCIfDOH36NAqFghilmZmZAcdxokGYdBCuBrkuWuW5UdtPKnU8SoNGYiyCVGTEYjFMTEygvb295giGHLMiGkDp3on5WDo+oB7M7toLHCt66biGWgWjWX1ipK8buds6f/48BgcHdYtDMyMxlczEzRY6jXz8lz7/+0CF66rcD6OHZMIDRnqwy57yYFB/NIVljw/PeqIxWlNKalTzBCn5YoqHbjjDx2MHavHFWC0SY4RocLlc4tBfQRCQSqUQi8VKpq0TQaNmELbiRG273V62n0zmuGKOGnstgsPhQLFYxOrqKpaXl3HhwgUMDAwY9kYyaj6TEna7Hfl8HtlsFmNjY6L52Ijprmamk8gwt7GxMfh8Pty5c6cuA7GZ6SQyKXt7e7sucWimiNna2sLKyopoOuzo6IDT6bSEiGkaWTvgVY4+FJJuMBp8MEXWXpaGUuPoaRv+YKg2MaImZHL548+FNBqTqqGjcLHgKIvGFHT4bwAgnzh+XAbHQgY8A3uo1NOjJaVktUiM0RVHDMMgEAggEAiI09ZJB+Hl5WXkcjmEQiEx9eT3+8WbJqs8L4B6uXc6nYbH47FM2ssoWkbEyMWJzWbDysoK8vl8xQZwtWK2JyabzeLevXuK4wPqwcx0UjQaxebmpuZ+O1rWNEPEsCyLBw8eqDaw07ueGSXWCwsL2NjYwNmzZ5HNZrG+vo65uTkEg0EUi0Vks1nT+hRp2WMj4QPPPmfMUwEjZByA59n3C0ltAiCbbANje/Z6MRrTK0TM+AP6oyN6TL2NhggYABBsAhieAWwCuITrWCw+9SHZktUPNqtFYszei8PhQGdnJzo7OwEcG4Sj0ahoELbb7Whvb0dbW5vlRIxat16tAzZbCet++ipwdHQkviDVGsDVilkiRhAEUd1fvXoV/f39hq5vhjAQBAH5fF70v2gt+a6GGZ6YQqGA/f19tLe3qzaw04PRURFiLMxkMiWRrDNnziCfzyMajWJpaQnLy8t4/PgxOjo60NnZ2ZBeF81ATCUVmdKrkU4Bw7J2FLP1txVIJjwI6IzKpJJtFcWPmjfmKNtWVoFFfDHJpLrZN5dywybx/aj5YqQCRpGjp8+XlwPvrv4et1IvlGaUNHs8Hpw8eRInT54Ez/NIJBKIxWLY29tDoVDA/fv3xdRTLQZho3iR5iYBLShiiMeBvKHMEDCAOSKGjA84PDxEKBQyXMAAxu+7WCxicnIShUIBp06dMkzAAMZ7Yvb397GxsQGPx4MbN24YcsdhpIjJZrN4/PgxeJ4XBUyh8Cys73a7ceLECWxubmJoaAhOp7Ok10U4HBbTTmbfUTU0nZWzAXZBTCXJozAEaSpJWl5thHgBIHYLJkJGqby6VpLpNs1RoUyu/mtagQiYSk0DHQLAPnsPvfT538fET/+c6o9bLZ3UzL3YbDZEIhFEIhGEQiEsLy9jYGAA0WgU09PT4HkekUhE7E2jp09ZvVSbYE0jMU2C9PjY39/HjRs3sLm5afqQRiPXJ+MDPB4Pzp07h52dHcPWlmJkJCaVSuHhw4fw+Xxob283XDAatVfpcMze3l6wLGvYB9UoEUMqpPx+PwRBgNPphCAIKBaPTav/qOvnAQBfjn8ODMOU9LI4d+6cGMqORqN49OgRXC6XKGgikchzk+cWMvouSYUjFxhnja9PhV9LJjzw+POal6oWjakHJV8Mz9pLojGNwGrpJKsIKtKvTG4Qjkaj2Nvbw+LiItra2kRBY/bnlUZiLEo2m0UulxMNsLu7uy0jYkgvFeIl2dvbM8W3Ahi37729PUxOTop7npiYMMW/Uu+aHMdhenoasVgMr776KhKJBPb39w3a4TMRU48/ZXt7GzMzMzh//jwcDgc2NzfB87xoTvzRyM+KPyv97y/HPydeqKWhbI7jEI/HEY1Gsbi4iEKhIN71kbkx9f7NjeClz/8++GoChFU/qApH5aJa6oepl8yRB15Z9RKpTNJLIeuE21fekbeQccLl1V59lUtVT60VKqSRRF+MlIwdNpYB31Z9rIhVhIOVBZXUIDw8PAyWZRGPxxGLxbC4uIh8Po9wOCwahH0+n6F/SyVPDBUxTSQQCOD27dvi12Yab41an+d5LC4uYnNzs6SXitmm4XqEgSAIoh9D2pbfChOn5eRyuZLqLrfbjWQyabgRt1YEQRCbL5LZXdvb26KA+b8Gf7ri76sJGrvdLhoOBUFAJpNBNBoVy0I9Ho8oaJo93dcslARMVWp4KZWEjBokGkMqk2qlkHbBrrMbsdQXw/CAUO0ltwmAwlDNV978HMZ+4WcVfsFak5qttJdq42kcDge6urrE2X2ZTAaxWAzRaBSPHz8WDcIkUlPvyJgXaeQA0EIiRo7dbkcuZ074lqxfj9AgzfcKhULZLKFmdAPWAvG/pNNp3Llzp6QpUiO762rh8PAQY2Nj6OzsxJUrV0rmqJghYvRGYoj/6ejoSOylIwgCXC4Xjo6OqgoYOVJBAzwTNQzDwOfzwefzYXBwULzrOzg4wOzsLDiOEy+QHR0dmjsVN9QTo9Y6P+UAqkQHGoEeIVNJwOTTrpJoTF5jGTignFJSgkvoFHcyX0ylaIzVIjGtuhev1wuv11tiEI5Go1hbW8PMzAwCgYAoaILBoO6/s5on5nmjZURMtY69RkN6udQCOWAjkYhi8z2zyqDrWVvq2RkZGSm7GzBLxNSy5tbWFmZnZ3Hu3DkMDQ2VvDeMNgtLJ4NrvZiQEQd2ux0jIyNwuVwQBAEsyyIUCuE//cj/Ufe+1KI00rs+aW5+Z2cHCwsL8Pl8oqCp5QJpFDc/8zlAbXQVxxwLGBWEpBNwNlbcqAkZtmAv+1rvTCellBJXsJdFY7IxDxjXs79bky9GYCqbe3VgtRSOVfZSz6BgqUEYOL75JR2Ep6amIAiC2EG4o6NDUy8x6omxMFKTpRXTSYIgYGNjAwsLC4oHLMHMbsC1CAMyMHNgYADnz59X3XOzRQzpr7K5uYlXXnlF7N8gxYzmdOSxtUAEbFdXFy5fvixGhniehyAI+N9C/8ywvREqRWmkuflisSiag8kFkggaqXG7Ec322CBf3Q+jgJB0QtAoYLRWA2mlVj9Mo9AahVHyxfAOAbacDbYKg7RpJEYZI/fidrvR19eHvr4+sbloLBbD7u4uFhcX4fF4REETDocVxQrHcYoR11QqRSMxVsLhcIBlq4dXa0WviOE4DrOzs9jf38fNmzfR3t5u2Np6sNlsJWW7lRAEASsrK1hdXS3xv6itSyppjEJP6kc66kCenpNiRnM6QJuI2dnZwfT0tChgAYgCBoApAkYJtSiN0+ksqaA4OjpCNBrFxsYGZmdnxc7BhUKh4X4DW8YO3lvhM5G3QciXHxQ1VybJEGSHusCXP1Yh44LLW/2zVUi54PIr/5w8pVT2u1VSTELBVhKNKYFjxNRcPb4YtVJrK0U/WskTUysMwyAYDCIYDJYYhKPRKBYWFlAoFBAKhcSbEGIQruSJqXesjRVpWRFjpUhMJpPB+Pg4bDabpvEBdrtdbI1v9N2E1nQSy7KYnJxEMpks878oYVYkBqjuN5GWelcbddCMSAwxQ6+trYkGbkEQwHGc+Ht6PTBGUSlKEwqFEAqFcPr0aTGMfXBwgIODA/Fi2NnZifb2dkMb7ZWkkkiTNiUBY6Yfpsa3SP7IDXdQX5q5oKGPjd4qJQJJKfF6vTBSZL4YNWgkRhme5+s242pBniomBuFYLIZHjx7B6XSivb0d2WxW8XpOPTEWQHpAWSUSc3BwgImJCfT19eHixYuaPli1+Cy0oiVVlU6n8fDhQ7S1tYmeDSPW1Yv0eVC7k9nf38fExETFVJd8zUZGYkj/okQigddeew2BQEAUqDzPNyz6ohW1KI00jL20tIRsNguXy4XV1VXMzMyId3xGlISywaet7nM2sWKIiBhb2l611FcNI8urlRA0HPT8U49MtWiMEoVM6UEo9cWwqToOSR2+GL7CpcBqkRir7IXjOEPm3ulBaugfGBgAx3FiB+F0Oo2VlRXs7+8jGAxia2sL73vf+wwRMZ/61KfwJ3/yJ5ifn4fH48Ho6Ch++7d/GxcuXKj4e1/60pfw4z/+4/MAhgEsAfgVQRD+sq7NPKWlRIyUZkdiBEHAo0eP8OjRI1y+fFlX911yYJMmSUZSLRIj9b+cO3dOs4gyY+J0JREjCAIeP36M5eVlXLlyBSdOnNC0plmRGKXnlJR422y2EgMvx3GWFDBy5IIGOH5NbDYb3G43zp49K852IiWhq6urcDqd6OzsrK/RHqd8ACkJGFvSDt5V52tq4HlXSzTGTOqKwkjXcQiwsQxseUax1NoqkRizoti1YoW9kDLt9vZ2HB4eoq+vDwzDYGJiAj/zMz8DABgcHMTY2Bi2trZq7hb/9ttv46Mf/Shu374NlmXxq7/6q/iBH/gBzM7Oqqb47927h5/4iZ8AgD8E8FUA/xjAnzIMc0MQhOmaNiKhpUWMmZGYStVPxWIRU1NTSCaTeO211xAMqpVZKEPC+WZNm1Y6cKWi6+rVq+jr69O9rpmRGCkcx2FmZgbRaFT3cE8z5jEpCaNEIoGHDx+io6MDV69eFZ93q0ZgqiFPO/377/w/xP/2eDzo7+9Hf38/OI7D4eGhOOMpl8uVNNrTMmzTlmfAK1x5lKIwWgYTyhGeHupCBWOvLaTNN6ZG/sgNe1vl60+laIwiKuMW5Gj1xajhOHz65D/9Mc5T/vO2QrnXwyrRD2lxhxWwkj8HeBYZ6ujowIkTJ7C+vo5vfetb+Ff/6l/h3r17GBoawsWLF/H3/t7fww/+4A/ie77nezR3Y/+rv/qrkq+/8IUvoLu7Gw8ePMD73/9+xd/5zGc+gx/8wR/EV7/61f/w9Fu/xjDM6wA+BuDna/9Lj2lZEUNEhlmTftUiMclkEmNjY/B6vZpTMUqYVaGktK60Z0ktoousa4Y4AEpTNSS6AQAjIyO6w7RmRYyka5IOzGfOnMGpU6cAHF/IyPPeagJGiV997f8t/re80R4RLADERnsHBwdYXl4WL56dnZ2KjfZufuZzgEKrGlu6/BDQK2AEHREJEr2oV8xUQ9UPk7VrEixcwQ6hUPkun2EZCI7y97ySudeRKL/kO9I2sL7yz/bf/d3flaQRrRBxAJ7d9FhhL8CxaLDKXoDy/TgcDnzv934vcrkc/uN//I+4e/cu/vZv/xZf+9rX8DM/8zP4zne+o/umlpBIJACgYiHLO++8g1/6pV+Sf/trAH6kpgeV0VIiRipWiPI1SwUriQFSfUJa8dcjnszqFSNfN51OY2xsDC6Xq27RZYaIkUZOpNGNK1eu1PS6mlEeLB09QKJZVjPwmomaORh41rhrYGCgpHpibm4OLMuWRGna2tpKpyVr/PhIU0lK5dXM04O55MDWWF5NxAwTqMFUm3TBFjBXBFWDURAlaigJGPHf0jbxtTn2xQj453PL+PO///fEeV2CIGBrawsAmjpVnVwvrBAVAqwZiZG/NoIgIJ1OIxAIIBKJ4Ed/9Efxoz/6o3UFAXiexyc+8QncvXsXV69eVf253d1dpcHBewDUy2F10FIiRgp5kViWNeUN5HA4xN4epD/J1tZWyfiAejDL0yMVG8QUe/LkSZw/f76uuwWzRBfZL5kvdPbsWQwPD9f8wTJLbHEch8nJScTjcbGay8oGXjPR2mgvnU4jGo2KPS5IqqkslaSgN2xFba+/nkNcFZ6BkHCBeRqVUSqvVv3VakIm7QB8srRTtsL1SmOERi+OQ0dV0ehIM2B9z14MWwEYGBgQjaPvvvsubDYblpeXkcvlxKnq0vLeRkAjMZVR24/S2IF6XrOPfvSjmJ6exre+9a2a1zCClhUx5C7eLHMvEUaZTAbT09MoFosV+5PUsr4ZeydeoUePHmFlZUWXKbYSZogD4Ph1XF1dxd7enjhfqN71zNjn9PQ0HA4HRkZG4Ha7W8rAayaVSrj9fj/8fj+GhoZQLBZx5z//kWIqqRbsRw7FFEo9SIVMLfAFnTdTdQgWPb4YR0JlXwwAobT5nSPNgOEArq30ubXb7WAYBgMDA4hEIiXzf0h5r3SquplRGpLWslIkxioihtxYKT3/JBJjBB/72Mfw1a9+Fd/85jdx8uTJij/b29uLvb09+bd7AOwasZeWEjHSNy3DMKaWWRMR853vfAcdHR24efOmoR9MszwxgiCgUChgfX1dtym2EmaImGKxCI7jEI1GxflC9WK0J+bo6AjFYhHBYBA3btwQI1IvYgRGC5Ua7VXDxgI8AEfKVpp2kmE/Mu+yJSRcQKD8mlKpvLqmaIycjMrflHQcaw23ehoNUPfFOOP28qZ3T8WLHN5x/BpIefU/fA7v/fLxayo9rKXzf4jZOxaLYWVlBdls1tCS/LJ9WsRgTDCr2V0tkDNFLqoKhQKKxWLd11hBEPCLv/iL+MpXvoK33npL9ARWYmRkBH/7t3+LT3ziE9Jvvw7gnbo285SWEjFyzIpmCIKAzc1NAMfh1Hr9L0qYkZ7JZDKYmZmBIAgYHR2t2f+ihNEihvSqYRgGV65cMawJU60DG5XY29vD5OQkHA4HTp8+LT4Hz5OB10ykgmb7l0fBd0qiA5nj1IUjzYD1Sr6fqnxHqyZgqnan1QGTcEAI6bs50h2FqYRJKSUI0OxDsucYcG0C7IVnv6BWYi01e587dw7ZbFYcb0FK8qVTmuu9GbRS5AOw1n7ItUkuqlKpFADUfZ396Ec/ii9+8Yv4sz/7MwQCAezuHgdTQqEQPB4PAOCNN95Af38/PvWpTwEAPv7xj+N7vud7wDDMvwDwFwD+EYBbAMrbQtdAy4sYoyMx0vJeu92O3t7ehlY/1QpputfV1SU2KjMSI0UM2Wt/fz/29vYMvQBoaaBXDUEQsLq6ipWVFVy7dg2Li4svhIHXTIqB44MRAGw2lHgvtOI4stc0b6kWqgkZpih7z+btgLvC51ktGlOHYFGLvhBU00hVEOwAwwHOJANOchnRemPg8Xhw8uRJcUozKcl/9OgRZmZmxPEWHR0d8Pv9uq+vVhINgPUiMQzDlD0/6XQaAOq2Q7z55psAgO/93u8t+f7nP/95/NRP/RQAYH19veTxR0dH8cUvfhE//uM//nMA/j2Om939iBE9YoAWEzFmT7LOZDIYGxsTpw+/8847pnpujFhb2hTu8uXLaG9vx/b2tuGl50aIGEEQsLa2hqWlJbFB4MHBQdNmHSnB8zymp6dLetQsLS1R/4tBSCMm8ihMJRxHjT8kaonIlJBT2LOSqbeS0ZfsJW8rSSnZa+ifo7wwynwxckb+3efwzq/9bE3iwWaziU3YSJSGeGnW1tbEJm0kSqMl7WilaiBS+GGV/VSaYO31eusWf1quq2+99VbZ937sx34MgiBUbutbIy0lYuQYGc3Y39/H5OQkTpw4gQsXLsBms5k+qLHew5tlWUxPT+Pw8FA8cMnwR6M/6PXul+d5zMzM4ODgALdv30Y4HAZgfEm0WgM9LeTzeYyNjUEQBLFHDRGDjx8/xs8M/wvD9vkisf3Lo2Xfc6QreEwkfhhbzgZb7un3tUZh6phezcjeNkzCAd6n7RrAJB0QFPw0ImmH9r1l7ZrmGZU8viQy44g/eyzFYZA6fDHc01ZNRtwYSRsn8jyPRCKBaDSKx48fi0NIiagJBAKKj2clT4yaB6VZqImYVCrV0AqyRtLyIqbedJJ0krO8ksdMEVPv2iRqJK2YAYxJpyhBREwtFzIiDnieL2tg18yp01KSySQePHiAcDiMa9eulRh4r1y5gn964hcN2+OLBu+uPrrHmWLKKmIqYVhlkkr0gcBwDOxHDnDBytcZplD74WDL2MF7zJ37VAu8E7AXjkutScTB6NRvJBJBJBLB2bNnkcvlxCgNSUmQCE1HR4cYpbFSOsmK5d5qkRijKmutRkuJGKPTScViEZOTk0in04qTnM0cbVCPiIlGoxgfH1ccOkn+m+M4Qyerap04LSeRSGBsbAyRSARXr14t+4CZJWL0rPnkyRNMTEzg1KlTOHPmjPj75PWhAsZc9AqYZqBFyAAaojFG7EWSSlLyxVRMvWk09xJfDGH0N/4Qv3n3tKl38m1tbThx4gROnDghRmlisRjW19cxNzeHQCAgdoq2SkShVSIxRMRY5XkzkpYSMXLqEQJkfIDP58PIyIjigW92Oknv2lL/y6VLlxTr80n/BKMrn2qZvE06HJP2/EofIDNEjNYUlfT5JPOkpA3sAGrgrRelVJIUZ0r9ouo4slWcqtyK2DJ2cWK3XuS+GMNQSS1JISmlRh3W0ijNmTNnkM/nEY1GEYvFcHBwAEEQMDMzI0ZqjC5k0IrVetbQSEyLUWufGNIdltx5q70BzU4nEf+KFjiOw/T0NGKxWImnRAkzerro8ZoIgoClpSWsr69X7XBs1sDGamtKPTrET0Qb2BmPvXicTgK0l0E7jvQdlEaWV1eCRGPKKpNkMEkHBAX/ji2n/nu2rK0kpWRPP42oyvrlMHkdfyzP1OSLKVtGog+adVi73W4xSrOxsYG9vT20tbVhY2MDs7OzYpSmo6MDwWCwod2DrWLqBap7Yp5HWkrEyN+Ydrsd+Xxe8+/zPI+FhQVsb29r6g5rFU9MNpvFw4cP4XA4MDo6KvpfjFhbK9I0VSVYlsXk5CRSqZSmBnZmCa5KkZhCoYCxsTFwHFdi4KUCxniK/mNvhRJyE20rYD9yNN2/Ys8zZeKG4IrZFSeEq+FKPL2mPl2O4QFWctbxTsBWPPbF/KtvP8K97/u+GndtHIIgwO1248yZM2KUhnhpSH8v4qPp6OgwNUpjtZEDaqIqk8kY1ovLarSUiJHjcDjE+vdq5PN5jI+Pg2VZjIyMiHNcKmEFEUP8L729vbh06ZKmD0wjhjUqkclk8PDhQ7jdbtUUnRwzpk5X2mcqlcKDBw8QDAZx/fp12O12KmBMYu8Tx6kke/b4a9YHOLIA69H2+3pSSa7Es8+FIL3Xkd2QF0P1f54dRzawwcqfL3vKBs6v/DPSlJIto+8u3pks//xX6xdTxlNfjDOhHK1wpI/9MKzsxt3GWsOLIk9pu91u9PX1iengo6MjUdAQLw0RNcFg0FDRYbVIjNoswXQ6TUWMVZD6HbQKgXg8jvHxcd3TkZtZYi3tqXLx4kUMDAzoWtvs4ZJyiNiSlqjXu2atqAkjMhBzaGgIZ8+eBVBq4KUCxlwc2eo/Y8srH5Jq5dWuQxsEycdZqHLGOp82gFMSM7VGhuqpTJIiTykBlaMucpw60nBqAkaKI10uZKxAJV8ewzAIhUIIhUI4ffo0CoWCGKWZmpqCIAhi35qOjo6qUe1qtEokhnpiLEq16iFBELC+vo7FxUWcP38eg4ODuu4kHA6HrnSVHioJJGnX4Gr+F7W1zRiCqLSu9DlWMxtXwixPjFTESAUhKaOnBl7z4ZyALX9c6QLZdd6RBrinERlSmSTvEFsJ12F9B4czYQfDA4WQ+nuP4Sqbjo2KxhiNjZVMClfwxbgSjCj2BOZp+bvY9O7pzz2tTnIlANb7LCpGGt81Ez3FBS6XC729vejt7YUgCEgmk4hGo9je3sb8/Dz8fr9oDg6FQroFiZXKvYHjs0NprEMqlaKRGCtSqcRaKgRu3bqFSCSie/1mpJOy2SzGxsZgs9nKeqpoxayJ0/J1eZ7H7Owsnjx5UvNzbFYkhqwp3SMRhNIRAlS8mANJJQmym0KlVJIzqS+SUamiSS+uhK2ikDETpVSSLWtTjQhJU0l6IjRSXBoiMHIcmWMhA5Q3wmsGtQoHhmEQDAYRDAZx6tQpMUoTi8UwPT0NnudLvDRaojRWGjkAHO9HyQOUyWTQ09PThB2ZT8uJGC3pJGkjOC1GWDXMSsuorR2LxTA+Po6enh7N/hetaxuBVBwQjxExx5LhX7WsaZYnplAoYHx8HMViUdwj9b80Bnv+OBIjx6HNwqYIOYDlwqheiJ+mGNAnZhxHtqr9bUg0plJlUjW0CBZ3zKbL0MsI1VNvwLMOvq4jgNV/P2UKPM8b0gNLLUqzs7ODhYUFeL1eUdCoRWms5olRi8TQdJJFUUonKY0PqBWjZzNJkaZmpCkZvf6XamsbCRExR0dHePjwYUl323rWNKOSKpvNYm5uDn6/Hzdu3IDD4aACxkJwOjWvWgShoqDRGXRwJmwoVonK2IqlX5NpzyU/o+LrkePIaJ8dZQTOI0b3c6LE+/+fn8M3f6t5KSUzUjjyKE2xWBS9NDMzM+A4DpFIRBQ1JEJuNU+M2n7S6XRZM9fnhZYWMVKRUWl8QK00Ip3EcRxmZ2dxcHBQc0pGjpmRmGg0io2NDZw+fRqnT9ffwdNms6FYLFb/QR1wHIeFhQUMDQ3h3LlzACD6X6iAMZ+9T4wqRmGUcKSe9ZFRw3UEXVGGetAiZPRiT9kg1Ll/u4IwqhShUfPFKHXsreaLAY7XcuSOozF2c2yCmmmED8XpdKKnpwc9PT0QBAGpVArRaBS7u7tYXFyE1+tFe3s7isWiJSq2CLTZXQsgfcOQSEyhUMDU1JTq+IBaMbs6iWVZvPfeewBQs/9FCTMiMYIgIJ/PY319HS+//HLFBnZ6MNrYu76+jkwmg4GBAZw/f77MwEsFjPmUpZI0njdSU68jBxRcjRUwBD1CxlZkYCsyulNRapDBmJxHFt2pUAHlOjr+txLhIsN5ZMxB60oCXH0FPXXTaDMtwzAIBAIIBAIYHh5GsVhEPB5HNBrF/v6+WOFI/DS1ptaNQE3E0D4xFoXk/t555x34/X7NvUm0YqaISaVSEAQBfr8fV65cMXywmpHCgGVZTE1NoVgs4syZM4YJGMA4TwzP85ifn8fu7i4CgQAikUiJgRegFUiNpizVI3tLVovCuI50Pl4957Rsb86EDazf/FSP1pSSraCvb44W9PpipDQzpdTsiiCn04nu7m50d3eLN6N+vx9PnjzB0tISPB6PWPEUDocb6plREjGCINBIjFV58uQJAKC3txfnz583PKxnhogRBAEbGxuYn58HgLoMvGoYuW/SwM7lciEcDhve/dIIwVUsFjE+Po58Po87d+6IlQbU/9J4Yj9zXJXkyD9rc88q9JV0pGpb3yhTb7WeMAx/HL0oBjX2aEnaVKMx9tzxdakRokgJV8K45413vhjpJK3wPA+Px4OhoSEMDQ2BZVkxSjM/P49isSh6adrb2zU1Wa2HSmMHqCfGQpC77u3tbQDAwMCAKXlJo0WMtNz3xo0b+O53v9uQUuhakU/LJtVIRlLvXtPpNB4+fAiv14s7d+7A4XCId0dUwDQe3qU8ZsCReVbdwlR5CzmTgGBcQLUu9AoZzqXtZx2Zytcre5YpSykp0RZlVMc6SNNLDCcRMpUmWVfxxZCIjE372DfDsZqIke7F4XCgq6sLXV1dYgQkFothf38fS0tLaGtrE83BZkRpKqWTaCTGIuTzeXz3u98Fx3EYHR3FvXv3TDffCoJQt0jK5XIYGxsDgJKyb7MMuHqGSyqxvr6OhYWFkmqpRo8IqAYRWSdPnhQjceTOaGFhAR+79P8ydK+UypAojBxHRtvvO5MGbsYE5JVJenGkGMVoTLWUkuNpXxwtKSW5L8aV0LY30dyrg2allKwmYtSECMMw8Pv98Pv9GBwcFKM0sVgMCwsLKBQKCIfDoqjxeDx1nTMkfa6WTqKeGIuwu7sLr9crjg+o1rW3HshcnXpFDBl70NnZicuXL4tvMrOa0tVj7OV5HnNzc9jb28PNmzfR3t4u/lszhjWqQVJypEuwtHz6/Pnz+JVbnzJ0n5Tq2AsCeNfTXi4NOGOMLK+uhK5oTIpBsca0ETH1NhIlXwzxIjE8UHx68y73xRjtz9GDlUSMnhJreZQmk8kgGo3i4OAAy8vLcLvdoqCJRCK6ozTk2iz/vVwuB47jaDrJKgwNDaG/v18UFWb3cgGOja21ekFIRENp7IFZxuFaxQaZ7kyGZMpd9mb1dNGzV+kkciKyqIHXGhT96ocwSSU5MwCrYOa1SXwWVkklSXEelad3bMUaut9WiMbIqZZScqbIPpRTeM4jfV4YJSO1kwyDlFg5pJOtv+8Tf4Bv/M7/TfuDGICVREw93YN9Ph98Ph8GBwfBcZzopVlcXEShUEAoFBJFjdfrrXojTa7NchFDhiTTSIxFsNlsimXWZkDeDLUc3FL/izyiIV3fLBGjd91kMomHDx8iGAzi5s2bil0fzR4RUI1isYiJiQnkcjlxErm0hJr6X5oHSSWp+TOUIJVJzpRyd19AX3m1KwEUQtp/Xi/OJINioHqUpVo0xpFiNJed27OlB5feKiWpF6aSL8YtTTsp+GIcmWfeGGmjwmaMIbCSiDFq7IDdbkdnZyc6OzshCAKy2Syi0Sii0SgePXoEl8slmoMjkYji9Zlc8+XPTTqdBsMwppuKm0XLiRg5ZkZiGIapSRDkcjmMj4+D5/mKLfmtkk7a3d3F1NQUTp06hTNnzqgqfjNEl1ZPTCaTwYMHD+DxePDaa6/B6XTSDrwWQppKUsKp0RejB6f84IXEAyLbSkVxI3v71TrNWglSmVSCjvO3mglaCRsL2HU8326NvhmrYCURY8bYASI4vF4vBgYGwHEcDg8PEY1Gsby8jFwuJ3pp2tvb4fP5wDCMKKjk129SXm2lpnxG0vIixsxeLrWsf3h4iLGxMXR0dIi+HaPW1opWcSTtcnz9+vWqA8LM6K6rxRMTi8UwNjZWMkqCduC1Dukfu1OSSiJ+GEe2fOCjNJXkrKHMWmpU5fWkSp7+XiFUn0ipFI2RVuxUisZIByoS7Nnj/+dk/S7teXOby+npxUMqlZzJ47+La2MAMA1PKVlJxDRi7IDdbhfTSsDxDR0ZifDo0SM4nU7RGKy0l1Qq9VyLGGu8E3QgfyHMTCeR9bUKjY2NDdy/fx+nTp3SNFPILBGjZV2WZTE+Po6trS3cuXNH04TTZqSTNjc38eDBA5w/fx6XLl0SIzfEA0MFTPNh2xjY88Lx/7KS7xvcuLQW0SPHlTj2iuhFmjZxJhlNfhjFKIwB2AqAOyb7nsZ7C2lkR28zQQLvkKW4GpxSEgTBMiKmGQMgvV4vTp48iZdeegnve9/7cPHiRdjtdmxubqJYLOLhw4dYW1vD5uYmeJ43pLz6m9/8Jn74h38YJ06cAMMw+NM//dOKP//WW2+BYRj5/wSGYXrr2ogC1ngn1IGZ6SSt6/M8j5mZGSwuLuLGjRsYHh7WpHqbFYnJZrP4zne+g0KhgJGREc2u9UaKGEEQMD8/j4WFBdy4cQMDAwNi+og8Z9TAay14+1Ozffb4fwSlyIdLoyAhE5TlB66eKIwSzqPaxIweKh3uWsvOa0H+d6mmpCoFQJ9evkhUTckg7Eo+W+D1n/99zfurB57nLSVimj0AkkRpzp07hwsXLsDr9aK7uxuJRAIf/vCHcebMGXzmM5+B2+3G0VHtb/h0Oo2XXnoJv/d7v6fr9xYWFrCzs4OdnR0A6APwpOZNqPBcpJOaGYnJ5/NiE7jR0VFdczPM8sRU8vHEYjGMj4+jp6dHd7dgM/ar5IlhWRYTExPIZDK4c+cOfD4fNfBalPSP3Tn2wzhrjzqomXqdR6htcKKOrTiPgGINRRvOJFA0oWLVnnuWUiJCp5aUUqU5SkDtURhp8zsAcOQFsG4GjlxjuhGTa4VVRIzVUltOpxMnT57EyZMn8dWvfhVf//rX8cUvfhHr6+vo7OzEyMgIPvjBD+KDH/wgXnrpJc0pJvI7eunu7kY4HAYACIKwq3sBDVjj2deB/Ek3OxJTSRAcHh7i3r17aGtrw2uvvaZ78JeZ6SQlsbGxsYEHDx7g7NmzNc1rakSfmEwmg3fffRc8z5cIGBKBoQLGWrBtDIo+9QuhI136tSt1/D+1Q5mUV5sdJSnZU42PVa05n1J7fkeutscqeVxSWt3ErrlAqfhk2xrjtyDXCisIBxIVanQ6SQ15VMjj8eAf/IN/gA984AO4c+cOlpeX8ZM/+ZN477338L73vQ+/9mu/ZvqeXn75ZfT19eH1118HwzB3zXiM5yIS04x00ubmJubm5nD27FnN6SM5jUonkTENOzs7quXetaxrBNI14/E4xsbG0Nvbi4sXL1IDbwtQFoWRnC1yAaPFtyEVLzVFYWrEdQQUgsav60w/axgnhxh8pT6ierAV1deSlle7D/U1IySl1lJ4BwMbeywoXCkenIvB3/vZ38fXPvdz+jeuAytFYqy0F+BYxCiVXpMJ1kNDQ/jIRz6Cj3zkIygUCshkzMtp9vX14b/8l/+CW7duIZ/P43Of+xwAvMUwzGuCIDw08rFaUsQwDCMq8kank6SC4JVXXkFnZ6dhaxuFNHpUKBQwPj4u+l/q6RVgpoghovDChQsYHBwU00fk76ACxnpkf+Q18b+JH+bZN4x9rIqHrp77B1nWQ3o4u46OD3s9vWZIWsnIqIg0pSR+z6CUkksePdIwR0n8Ubuyv4Z3MrAXGpNO4jhONIo2G7UOuc1CzZ+jNMHa5XIZPsxXyoULF3DhwgXx69HRUXz+85+/B+CfA/inRj6WNSRkHZidTpIKjXw+j/v37yMej2NkZKQuAQOY3yfm6OgI77zzDpxOJ+7cuVN3syOz9gsA8/PzeOWVV0QBQw281odzV04l6aXsgG0SWucNEaqllZxp9X9TM/jaa0g7GVG9pQWpyVeeUvpf3/gs1tfXkU6nDZ+zBljPgwKUWxyaRaUJ1hbp1vsegLNGL9qSkRgpjYrEJBIJjI2NIRwOq3a0rWXtfN74ufbkQ/6d73wHw8PDOHv2rCEfNKNFDMuymJmZAQC8+uqrCAaDtIFdi0CiMMT3wXsBR04A6y19n5Hurs6UAM6t/B60iniRIu3+24yutGq9bORCRd7B18apV24Z/TxLU0rAs7RSPB4v6TJb6ywgJaxUmUTKq60uYtLptGiubTIvA9gxetGWFDHSdFIjIjGJRALr6+t1+V/U1jZ674IgYH19HQDE4YhGYaSIyWazePjwoSgGPR4PFTCtAPPsALHnBbFniFTAODKCaPR0pirfjdcScai3vNoMqlUrOdP65hjZs6Xt/QFlo7AeSkYQ8Np8Ma4jQZxuzfDPxFVBIQLHuRgwPPDSSy8pzgKKRCIlE5trwWqRGKvsBTjej9tdnnPMZrN1nwOpVArLy8vi16urqxgfH0d7ezsGBwfxyU9+EltbW/jjP/5jAMDv/M7v4NSpU7hy5QpyuRzxxPxfAPxAXRtRoCVFjBQzjb08zyMWi+Ho6Ag3b96sO30kx+jIBsdxmJqawuHhIQCgq6vLsLUB4/Z7eHiIhw8foru7GxcvXsTf/M3fgGVZsdyaChiL8lTAFH7wJjj3cYM7oPwwrFapoubt0DMnSRUDb4pdCYBVMOVqMShrFRzEiCvv4KsXtVRStVJrAKq+GFeiXIASk68rLYDhBBS9zNOUEgNbUYCNFfC/vvFZ/OUff6RkFhCZ2Ly/v4+lpSV4PB5R0ITDYc1iwErCoRmN7ipRKZ1Ur5Xgu9/9Lr7v+75P/PqXfumXAAAf/vCH8YUvfAE7OzvizTPw/2fvvOOjqPP//5rdzab3SoBAaAECJIFAiCKCIgEDJODdVz1/J9i9E+8QPSx3goUTy53iKR56lnDnKS0QEBSREjgQUVIgoYRe0xNSdlN2d+bz+2Mzw+zszJZkN43P8/HYB2TmM5/5bHYy89p3NcdiPvvss7h27Rp8fHwwZswYAJhGCNnboYXI0ONFjEajcYs7iQ+IbW5uRmhoqMsFDOBaAdbc3IyCggKo1WqkpqYiNzfXLR2nOzpnaWkpjh8/jqFDh2LAgAGCRc1oNEKj0VAB010RWWBYT/P/jb6WDxNNk/mzlBMxcq4kj0blhpGdmZlkC2fqwdgbK9duwBU4ElTsrCtJ2+BYPItn2ziT943PV2UiFhYTacdmk8kklM0/ceIEWJZFSEiIIGrkrAk83cmd1J0EFWDbndTRmJgpU6bYjHHKysqy+HnJkiVYsmSJdJjLBQzQQ0WMtIs1X4LeVW4ePv4lMDAQgwYNQk1NjUvmleIqEcOnJkdERGDkyJFQqVRd3nFaCiEEZ8+exaVLl5CYmIjw8HAQQkAIgY+PD37++WesnJ3l0vVSXIRIwBhmjIPaaL6ZScvPS/FoIrJWF3uBsJ2FNO5EqbKtPXHi6notfGq61KXEBwizdpJKbMXF2ENbT5yyZnEay5ghVmvOVJq14F/w2nJY2L7x+qfCA1+j0SAiIgIREREghECn06GmpgZlZWUoKSmBr6+vIGgCAwMt7uvdyZ3UUywxfIp1b6VHihgxarVaeBi6QsTwloLBgwcjNjYWpaWlbgscdoVlg09NHjZsGGJiYoTfgSvmluJsd2wek8mEoqIiNDQ0YOLEifDz87OIf5k4cSK1wHRXRAKGUTFgPVUWriRbuKpxodRd5SmuJSP9k2/7Wbbmi5PJMmKR46hFxqPRMtBWipI1xl1WGqCtLgwfC9OOuBjCAAy54UqSqxujbTRvMHkxgpAR86vgR4X/iwUNwzDw9/eHv78/Bg4cCKPRiJqaGtTU1KCoqAiEEEHQhISEdCvrR3daC2DbEtPR3kndmR4vYvjAUJPJ1KG8d47jcPr0aVy9elWwFADujblprygAzOstKSlBaWkpxo4dK3Q4dcXcSvDVdZ0RjC0tLcjPzxfcXFqtlgbw9gQYleRH8+fNW2F4V5LSQ1DRCqMjYLXOfdlgOEnhPIcCUm/831VF7BwVMtKMIaD9QblyAb5W62qLh7ElnhzBKgZGUidGClEzYNgbVjlxphIAGNPGw+P7X6yOEwsawFLUeHh4ICoqClFRUSCEoKGhATU1Nbhy5QpOnjwpuJoaGhrg7+/fpZlB3ckqBMiLGEII9Hq9w/3xeiI9UsSIL1z+IuqIiDEYDDh69ChaW1uRmppqoVrdLWLaM7d0vXJBW+5yJwGOm1Hr6+uRn5+PsLAwoc0BFTA9AAUBY7wjyf6hnFnAyCHNVFKKh+Hh4zKsCuk5iSBoSMcFjaPdom2hVKnXljXGVq0ZOXiXkqO1YzzryA2rlq0CeDKIXUpanfmew2oZeLQ6dv+xZaUJDAwU3Pqtra04d+4camtrhfi/kJAQhIWFISQkxCVlL5xByfLRVbgzJqY70yNFjBiGYTqUZt3Q0ICCggIEBAQgKSnJ6g+hu4kYnU6H/Px8+Pn5YeLEiYp/uO5wJzkjYsrKylBcXCykpfPH0RYC3RwFAQMAnFYF1oOBuoUTLDBGXxU8msxZKkqojICqzYKjZIWxqiyrFFjawS++HW0v4KGz3zDS/H7lM5vsIW3VIIfaYD8uxhZilxIAeMpkISkh50oSI7bIcJ4qszVmZx5AnBc0gKWo8fT0hL+/P1iWRXx8POrr61FTU4MLFy7g+PHjCAwMFFxPvr6+brfS9ARLDEBFTI+gvUKDf9AOGjQIgwYNkr3o3SlinBUalZWVOHbsGAYMGGC3gJ273EkAbM5LCMG5c+dw8eJFJCQkCMF7vHgBaAuBbosNAaNkhVGyurQXbSNxqp6KBQ4+s3jLTHu6VwOOCRl7aJpk4nkUsNVbSWxpkXNj8UiFi7DdwVsEHxcj/MzHxyi4lDx0LDitStgnvbbaI2o2Xv9UiENRqVQIDg5GcHAwhgwZgubmZiHj6cKFC/Dw8EBYWJhLC+1J6W6WGLkvl7w7icbEdDOkD29nq/YSQnD69GlcuXJFeNAq0R1iYgghuHDhAs6dO4dRo0ahT58+do9xhzuJ/70rzcvXqamvr0dKSgr8/f0F9xGfnkdbCHRTbAgYRq2GytD2mbMMTD5tY9uuB94K46HnYPI27+PjYTz0jsXAaBs7p/eOxTld0PTRVmaSRu+8NUbTCphcFBDtWUfsZpBpG25kIzFEIVDagY9GmqXEaVVQGThwniqQSQlgDhyVzKtyWMjw2LLSeHt7o2/fvujbty9YlkVdXR1qampw5swZtLa2IigoSLDSdLRmCk93ssTwXxKlIqapqQmEEBoT091xxp3Ex5O0tLRYxb8ozc23XHe1eZLPrLL1x8CyLIqLi3H9+nVMmDABgYGOdadzh/hiGEZRHLW0tKCgoAAMw2DixInw9PSk8S89BUkGksUutRqG28cIDyV3oG0k7Sp056glQw7eAiFYZZwUG66wxjh8rmbrTC+1i9O6rXAyLkaMNMiX9VRbP2icFDByKMXSqNVqQbAQQtDc3IyamhpUV1fj7Nmz8PLyEmp/OVNoT0p3SrFWakap15v9k9Sd1M1x9IHd2NiI/Px8+Pv7IzU11aFAMP6iUGpz3hHEc8v9IfGZPSqVCqmpqTaLQElxV7NGuXkbGhqQl5eH0NBQjBo1Sgjg5a1jVMB0U2xYXwCzgAEgiBelAFsPfVt6rbdKtM3+13dHrC8dDeoVsHMqbSNgEH1ZdcTN4qGzH5ui0csX7uPbLZhkMo/krDFyXaxtZXp52PndMqzoM3JQsEhdSnJIBYxGZwLnYbbGqH48BsLJuJfcKGgYhoGPjw98fHzQv39/mEwmoR3CyZMnYTKZLNoheHl5KZ3CCnc8E9oL//yTPkf0ej1UKpVT76un0T0+gQ7iSNVePv4lNjYWgwcPdtiq4k4RYyvGpK6uDgUFBRaZPc7O7Q43mFTElJeXo6ioSKirA9wwbRJCqIDprthxH/Fw40bIHq5pJXbbC0gRP3A1LZ3vPrKHVMi0h45kL2na0UdKbbAUMo7GxWgbiWx6vD2XkrbB/LfPtIkRXuwxLIHJx9IKwGlVbWviwJg4MKPigOISYX9nCBrAutBeeHi4UGxTr9ejuroa5eXlOH36NHx8fCwK7dm673anmBhxrJAYPh6mu7i93EGPFDFyMTFKD2xn4l+UzsUwjNsEgdzc165dw4kTJ4TS/O1xY7kjsBe4IWIIITh//jzOnz+PMWPGIDIykgbw9hQcFDBQq8Fp1WZXUisLzkcjxMOYvJRvih56TmgzIGcp8GzgLLY77ErqhPuwLSEj183aQ2/fFWUrNkbTLG+NcRUqk/24GEfwbLB/L9E0sWBYAtZbLVs3hg3whEoUCyO+7twlaADbVho/Pz/4+fkJhfb44ODi4mIQQizaIUhLeHSnmBhbfZN6sysJ6KEiRopSYK/RaMTRo0fR3NwsVIp1FoZhOi3Nmi+4d+3aNSQlJXWoX5M7LTEmkwnHjh3D9evXkZKSgoCAABrA21NwRsAkDoPKyIHTqmDyMd8qNK2S/kiSfipiASPFkQdhu3Fl48dG52JkHBEyzsK7lDxEmUlyLiXZ9dhxJTkcRN3mZvKst/7ciIoBwxHZlGt1MwsVS8B6ma8n3iLDcAQYOxzIPyWayMY10c6MJlvYK7QXGRkpfCFrbGxETU0Nrl27hpMnT8Lf31+IpeFTvbubJUZKU1NTr85MAnqJiJEL7G1sbERBQQF8fX0xceJEeHjYqaxlg87IUDIajSgsLERLSwsmTpzY4QvPXTExAHDq1CloNBohTkdsgaHWl56DooDRaIDhsVZWGHUrB1bkMtC0cDCJBAsfG9MR2p1e7WK0DQSGANvKyBnXkdgao26H20iKuHCg1KWkNqKts7Q14v5QFm0HFOJirASMQraSONVaWEcLC8bIgfM0f6iMiTOPabvWCMsKQoVRt/3cydiy0gQEBCAgIACxsbEwGAxCO4TCwkLBOu7j4wOj0dih54srsFUjxsfHp0srG7ubHili5NxJBsONcH0+TmPgwIF266k4grtrxeh0Ohw9ehS+vr4OBxzbQ61Ww2h0QXlREQ0NDWhubkZQUBCSk5OF7CqagdQDsJOBBMAsXgAwHh7gVCrBCgNAVsBYzGFHv2gbOXAe3eNGatX4UWHtjggZHg+9fJCvI+0GNM2QFRCadrYqkOKsS4mPi2mP5UxOzPBwWjVUBhYkYSiYorNgiKU7iVGrAcLdcC11MrasNFqtFn369EGfPn3AcRwaGhpQXFyMmpoalJaWIiAgQLDSdEahPSnUndTD0Wg0aG5uBiEEZ86cwaVLl4Q4DVfgThFDCMGJEycQExODYcOGuezid7U7qbKyEkePHoWnpyf69esnWJCoBaYH4KSAwYBoYb+qlYWpzQrTXvjmgM6ilJmkbeCEGjWtjogMZxs/ih7CzggZe5V021M3xuocdlxKWp3tN+vZyDmU8dVR1x+nZqBq+z2qWlmzkPJQCUIGw2KB0xcAAMRoGQogGytj3gHRjg6tzxGUrDQqlQpBQUHQaDQYOnQofH19BSvNpUuXoNFohDia4ODgTslgulmr9QI9WMQwDCPEX/BWh/z8fOj1eqSmprr0g3OHiCGE4OLFi2hpacGAAQMQFxfn0vldFdgrLrQ3evRoXLlyRXAf8b8TKmC6KY7Gv4gEDBMaDFarAdGqhW/vSgKGdyVpmjiwMoG+6lYidLsWW2EcbQCpYolFqrZcNo2nTHuC1kDXfgv2qnVMyEjdOrJjFFxJmmYCk7flsZomAlYmA8yrlliJJWdcSiqWCELGEZeSFW0uJWlcjJwVhniowBitrx+G48AM6AdytQxoEypi95J5A9ctBQ1gFjV8YK+Xl5dQaI/jOKHQ3rlz5wTLtbjQnjusNDdrB2ugB4sYMXxUeWhoKFJTU13un3S1iGFZFsePH0dNTQ38/f0dLmDnDK6IieE4DsePH0d1dbVQaO/q1aswmUzC74MG8HZT2iNgtB4gfpapMioDB9bb8QwMpaBeJWz1TGpvfIy4F5CrBY09tDoCg5/yOZXK/yuhbpEXMu3pn+TpoEWMT6Nub7C0kktJZeTAsJzZGgOAqFRQBQUC9Q0gLGtxOgtBY8/F1MmCBrBtpQkJCUFISAiGDh2KpqYmwUpz/vx5aLVaoR1CUFCQywKDqYjpwVRUVOD8+fPw8PDA2LFj3aJynW1rYAu+si0ApKamori42C2uqo4KL4PBgIKCAnAch9TUVHh5eYEQArVajWvXrmHhiL+4cLUUl9JOAYOQIHBtVhjGwAIaDVhv8xg+HkbdxAr/1zS1dSyWscJodRxYJ2NgPBuUXR1yVhiH5mwTNA65nWzgjFvJFppW280yO4ItV5I03VlxDhdmkIldSuKUa1WTEdCowHAc4Odj/rdRd8Prx3LCdUpM5rg+/hq2KWY6ScBIURI0ACwK7bEsKxTaO3XqFIxGo0WhPW/v9ufaU3dSD+XMmTO4ePEiBg4ciMrKSrcFU7nKEsMXsAsNDUV8fDzUarXb4m06YonhKxsHBgZi9OjRFgG8gwcPxm8if+/i1VJchjMChhAwWq1ZwPj6gmhUYIzma5H10VhYYdRN/Hbb3xy1OueuOXHshcuq88qep+NiRixkbGUm8dYYpaBeaddvvvCfnEvJGVRGYuG2E7uUPBsIOKWMpTaXkmcD53QrB2ddSkTTlqnUyoJo20S0lycYkwkwGAGTSQgTAMveEDNt90ibYqYd/Zhcja3gYLVajbCwMISFhWHYsGGClaayshJnzpxxqtCeFFuBvR0p1dET6LEiprCwEPX19Zg4cSJMJhNKS0vddi5XCI3S0lIcP37cqoCdO+u5tGdevlP2wIEDhcrG4gBeKmC6MU7UgLEQMB4eIAE+4LQaQcSIUbeYwHpJbhUKGSjO4NnAuqQQm3PnJGA4gtYAvnaJc8c7apHR6ojTligxGlF3cLFLSRwj1B6XEo84LkaMbMVeOSSp1toGk/CzUM237RphvdvqxUgK4DEtBkClArQegJ8vGJ0e8NAARpNZzPADu3GsjD1spXD7+vrC19cXMTExMJlMQqG948ePg2VZi0J79lrOsCwrG0ZB68R0Y/r374+RI0fCw8MDDQ0NbsseAjomYsQVgxMTExEeHm41tzvquTg7Lx9ofPbsWaFTNg3g7UE4I2AACwEDH2/zt14jA+Jxo18S662BusXajapuYsF6Wn9L9NCzQkq2+AEuTa32bLD/t2QzbqQDFlf+AevZwAlCxmK/A+JM22BtMVEbnBN1UmsMT3utMY70qlIZoWiNkc1GciDQV9tosvs70+jMZivW88aHSoTaMSaA5cxCRqsFDAZAxVh+xozKso5M27Vut66MKKamO2CvHUJERAQiIiJACIFOp0N1dTVKS0tRUlICX19fIZYmICDAyuvAsqxsfyQaE9ONCQ8PFx6ujvRO6gjSOjSOIq4YrNQxuzu4kziOw4kTJ1BVVSUE8NIKvD0IR1KogRsCRqO5IWA0ahBPDYhGA4ZlQTzUIBrLh7vYCsO7laSIBYwtpPVluhLPBg4MC7QGKq9brtWAo2j1BAZf5wWJprn9Vi6pSwmQz+DqKNqGG78YwYUkzVqSuJY0erOY4Tw1YEwy15HWrLAYlgPx0Aj6ibTd2xn0nDgZR7BlpfH394e/v79QaI+30hw9ehQABAtNaGgoPDw8buqYmO7R+KGD8DEb7qpQ2x6hodfr8dNPPwGAzQq8Xe1OMhgM+OWXX9DQ0IDU1FQLAcNxHOYGPEQFTHemXQJGKwgYiPrBcF5aqAw3Hk5yVhgp5jRo29eZh44VXmI625WkhFxZfXu0p/YN37KBx6OJONwIU91CZK0tajvfrdQ2Ynf4oFvPBlawUAGw26laLGAcgagtHzMqvXnRDMuCaMyB5GA5c6q11gPw9gLDqMyuJpXKbJXh10fMQb/8CzBf9/zLCmnrgm7Kr4IfxbzAh4WX+Fmm1WoRFRWF+Ph43HbbbUhISICXlxcuX76MAwcO4MiRI9DpdDAajTfiidpoamrqsIjZv38/Zs+ejejoaDAMg5ycHLvH5ObmYuzYsfD09MSQIUOQlZXVoTXYomd8wnbgFai7rDHOipiqqiocOnQIERERGDdunM2Ub3dZYhxxJ+l0Ohw6dAharRYTJkwQMpBoBd4eAKOyeYMWBIxabS1gAHPPI60WxFPTVg7e8hpUtbq22nNHaG9mkjM4I2T4uA5bQoYXF1oH3DwdxZYryUMSaO10l23J1B6NLEg73XliCx/Tanm9Ea3aHA/DixWN2ny9ajTmAoxqlfkluu4JR6z+DmTFjJ2/le6IWNSI7+MMwyAwMBCDBw/GhAkTcMsttyA6OhomkwmXL1/GwYMH8csvv+Df//43amtrXeJO0uv1SEhIwKpVqxwaf+HCBaSnp2Pq1KkoLCzEokWL8Oijj4JhmLQOLUSBHutOEvsEeRHjrrgYud5MchBCcOnSJZw5cwbx8fGIjo62e4y7u00rUVVVhaNHj2LAgAFCawZagbeHYCP+BZAIGH6buGqopk3YcBwYEyeKgzGB9dFC1WoE52UW3rwrSRzcy8fDaJpMQl8cOXgLjSMWF3dmJjmKZz1ns8aLHNpGDgZ/1z4gNc3kRoNNEco1YywL3cm5lJRwJD6Jx6NReaw9lxJRq8CwbfcjjQowtXWyZlnzNShxYcLDA2hzOfHXLjEazUIGAEzm4F5p92vZOJlu7FJyBFsp3J6enoiOjsbVq1cxcOBAeHh44NChQ3j77bfxxz/+EdHR0dixYweGDx+OESNGtCuDd+bMmZg5c6bD41evXo3Y2Fj8/e9/BwCMGDECBw4cwLp1654B8L3TC7BDz5KnCnRmp2klOI5DcXExLly4gPHjxzskYByduz3w80rNi7zQKiwsxMiRIzF06FBh/fx4KmC6MXYCeG0KGA+NWcB4eJjN9h4iYcMX65KxwEizkzRNJmialK2eKgPnlIDpKhiZP7v2xI/YC+rV6omVK4lHKf7FUTeTI9gKvBVnZ9lyKdkSMM4gFitEfI2aOIDj2q7RtmtNYymQGZUKjEpltiJKXEkgnJC1ZGWNYVQ90hojh5Lbic9OCg4Oxt13343i4mL8+OOPUKlUOH78OJKTkzFo0CA89dRT2L59u1sTYQ4dOoRp06ZZbEtLSwOAVHecr+d/qm24M7jXntBoaWnB4cOHodPpkJqaiqCgIIfndmdMDAALEcMH8J47d04QWnwsEf+7o/Ev3RgnM5AASwHDeLQF83KcOW0VAPFQy6ZVA4Cq1WQzLkZshXEkqJc4KGjcnZmkvN/8r7NCxsNOvyJXoOQystU5XOpK4uFdSo7G9cjFwDjiUiJyMSo8YjHjIfrADQazIOG4G3FbaLuOeeEicZVauJV6gVBxBpPJBIPBAJPJZGVlGT58OKqrq/HPf/4TNTU1+Oc//wm1Wo0333zTqRo0zlJeXm7Vt7Dt5wCGYdpf0U+BXuFOAtzbpNHW3PX19cjPz7coYOfs3O5KsQbMCl2lUsFgMKCwsBBGoxGpqanw9va2iH9hGIYKmO6MLRcSoxLM6ozIusK0FbSD1sMsYLi2h4OXp/kbr4kFPNQgnmbXEWlz6XBeHlC1yosXdbPJpmDR6Gzv53HEQqOtb/ubE7mapDVMDAGuKdsuxbPBucq6HjoCow1XlIeewCjJVOL7SimlVWtarN1KzriUxJhdOs4LQG2j418MpS4l6XYLl5KwT30jHou3vPBfRjnOfP3iRoaSFSzrWJZSL0Wj0aCyslLITjIYDGAYBiqVCoQQITvJ29sbM2bMwIwZM7p6yS6nx4oYKa5sDSA3t5yI4QvYDRkyBAMHDmyXv9GdKdaA2fqi0+mQn58PPz8/jB07FhqNhgbw9iTsCBjhv7yA4Yj5/4SYTfMcufHN1suzrXgYA+KtBWNkQTxVgJEF1ObjeQHDeVreHmwJGI2uY397Fim7tr7BWx1n+bfjSlHj6ngXOSEjpSPp1Zbn4mwKRbEVRtwE0lx913yctt7UYVu9WmcuWyy4tNq+sBFPDzAGk1C118IiyFsPjaa2/5vAQGMWMmq1UMmXsOwNq6PMPVRW3HSz2jEdYYtuDaqqqnDq1CmMGjUKvr6+FrW9amtrAcBuoTxXExUVhYqKCottbT83EEKaXX2+XiNiHA2+bQ9SoWGvgF1H5nYVvKCqrq7GyZMn0b9/fwwbNkzo/k0FTA/BUQGjVguZHYyHBoTjhEwkxkNjFjCA+WbP90ziHxoidxJjMAmWGQFiFjBKaPQmcB7OPe3EMRY2s4+ctB6IRY0rBI1UyNjqQcRbY+ylPcvR0ZYDzsKYiMPuPQBgCLFyIRGGAUOsfx/qtuJ2DCHmWCuOu2GlafuZaTL/klRNbb0ZOM5sidGohYBeoXovAKhVYNoeVwSwbEkgreElESo2xYxoXE/ijcNLcPbsWVy6dAmjR49GRESEsI/jOLS0tOCpp55CSEgItNp2lnVuJ6mpqfj2228ttv3www8AcMgd5+s1DsTOsMQQQmAymZCfn4+KigpMnDixQwIGcE23aTkYhgHDMDh+/DhGjBiBuLg4ABDiX2gAbw/AGQHDo1bdEDCkzSLD37x5FxIgmO4JHzvlpZEXMHaQChixpUbJEuDhhIuiI2gbWCtLTbvmcaImjL34GFvp0HJWGI1MfRh1W9CvNB5GGmAsFVy8NURar0d2nU7WggEATaMB6iYHc7jbxCkRB++aWKCl1exO4q/TNmsiMZlACGflVhJbYywCemWEiWwdmR7IF5ffg8lkwoULF8BxHC5fvoxjx44hPz9fsMI88sgjqKysxOnTpzv8jNLpdCgsLERhYSEAcwp1YWEhLl++DAB48cUX8eCDDwrjn3zySZw/fx5LlizBqVOn8NFHH2H9+vUA8F6HFqJAjxUxUteNuy0xvH/x0KFDQmdnV1RCdIclhg/gJYRg5MiR6Nu3r1ULARr/0s1pp4ABYI5/IcQcE8MRs2BhWfODwcvzRsyB8cYDgTFYPhx4V5KqRf6hpDIRaPSOP+g0zSw8Gk12BYwzriRHkRMz0swkez2UlISM03VX2lArZCs5fHwLUcyKshXsq4T4/WvrRW/Kwan41gK2sBmTwweaiksB8ELGaBQF87aNsxXkC8gG+MrGzPQwK8wW3RoAQE1NDUaNGoVJkyYhMjIShw4dwp133omhQ4fizjvvRGFhIbZu3YrQ0NAOn/PIkSNISkpCUlISAGDx4sVISkrC0qVLAQBlZWWCoAGA2NhYbN++HT/88AMSEhLw97//HZ9++ikIIS5PrwYARpqCa4NuFTVFCLFoBVBUVARvb28MGTLE5ecymUzYtWsXNBoN+vXrh2HDhrksuluv1+PgwYOYPn26S+YzGo0oLCxEa2srDAYDkpKSEBQURFsI9CRsVOG1J2AACEG8jFZ7I1hSnLbq5QkYTSCebWZmsWXd0wNMqxFsgLcgYLg26wxvZVE3mczFydqwZ4nx0JmsHmCcODtFfH7p+7UR1OsMfMow7xqyJ2Lk0pJVLIHBT1J9VubZrTYSGH1vjJMTLJyMI1/TzMHkbX1f0TRzYGVikTyaOYtgXgBgtYyFiJFawzTNksBa0X7+c/BoNFm6jsSfj+TLo0ejyJUjfpa0nUZwN3F8XRjLn/lGooyJvbGNF9m8iOE4YZtQB4YPEOaz7ETPAiuxIiNUeqKg2aJbg+vXr6OgoADDhw+3KuNRV1eHp556CgUFBWBZFjU1NbjjjjuQnp6Ou+++GwMGDOiilQu4xRTWYy0xUtzlTiKE4OrVqwCAwYMHY/jw4S5NT+Ozk5wQk4rwrQ5UKhUmTpwoWKdoC4EegkyKKOGI8LISN221MSwEDF/ETqsF4W/K0robFhaYG09hXsAAsBIwPGob9WGkeOhM8JAJ+OWkhc06EW0j166WAXyJfq1C2rKU9lhDAGuRoTi/wjhHXUqK8zrh6rMQMECH0t8BWFtjxK4mPo5LZJEhRiMIx91wKTnoVuqJbNGtQV1dHQoKChAXF2clYFiWxUsvvYTi4mIcPHgQly9fxpEjR3D77bdj/fr1fJ2WXkmPDeyVcycZja4tlS5ujMgwTId9i3KIs4icTc8WU1NTg8LCQvTt2xdxcXFCmp3JZKIBvD0BO/UtxFYXC+uMWi18AxbXhCGEu5FWDbT92xY0yd/sDZZ/L7yA4TNGpDgqYHjXglUVVmdxYxVfj0YWRv/2/b1pdZyVRYZHbXTsy4hHEwejjwMNM9vEitogb42RplZrbDTidCQWhscikJeD1dddKwGjgBD8qxDgCzUDsAREozZbY4zGG0HoPPxYjQakucW8TZyhxK+TL4LHspZuJYmQ6WlWmC26Naivr0dBQQGGDh2Kvn37WuznOA6LFy/G/v37sXfvXmH/yJEjMXLkSPzpT39y+bOxO9GjLTHS1gOujC1pbW3Fzz//LDRGdFfMjStaJly5cgX5+fmIi4vD8OHDAZgvbC8vLxQXF1MB092xJ2AkFUkFpEXtCBGq8PIWGWi1bf+2lXHnXUhtfzukrb0Ao1AXRjhVk8hcr+BKUhlYpwVMZ/RFUsKjkXVZJVrZ+fVcu2JfHLXGKKEySPol2cioYkT7POrtP+gYQhwTMA5+rkyzAUxzK5jmVqC1LVOppdV8rRqM5mvXaDS7jQxGq4rUFi5VhhHcS3IVewWLphjemtlN2aJbg4aGBuTn52Pw4MHo37+/xX6O4/D888/j+++/x65duxRdRrb69/V0eqwlRoor3Um86g0ODsaoUaOgVqvdXs+lPXMTQnDq1CmUlpZi3LhxCAkJEQJ4OY7DmDFjqIDpCYhvoo5W5QUsUqqFeAQ+VoBPuRbiDETXl8F4Q8zALGCIpCYM01apV93mfuAUrDM8ar0RRCHNuj1F1joTj0YWJl/nrDKe11kY/dpnyVG3iQyxNcYZ4SJ1JUmtMfZob+E7wJyBZNNtxDCWsTEiVM1G6+sUMLtDWQ5QqQGOFf3MW2vaAtPbtlvUiOEtMrxVUWR5EVKrJcKmp9SN2aJbg8bGRuTn52PQoEGIiYmx2M9xHF5++WXk5OQgNzcXgwYN6qKVdi29RsS4ylJSVlaG4uJiDB48GLGxsYK1x531XNozt8lkQmFhIZqbm5GamgofHx+h/gsfX0MFTA/Dwaq8wA1Bwxe4I1yb+wgAo/UwCxht27cvPtbAUysrYKyWwbca8LD/kFbrXWemtpWZ5IqgXgFJXAjDEXg0mmD0d+526KGzL2Q0TSxMPs6LHTlRo+RSEo7RK99D7LmSNI1tnyNHgLbPwZ5LyVGYJoNsPZl2IRYybZYbwrLCmiGOHSOcZSyZSNxYWWRk3E5dyRbdGuh0OuTl5WHAgAFWFhZCCJYvX46vv/4ae/fuFXrg3Yz0aBHDF24DOt47iRCCM2fO4PLly0hISLAoHgS4t62Bs7VimpqakJ+fDy8vL0ycOBEeHh60gF0vw1ZNC7FFhvBZH7yA4dOqtR43qpjyIkYSAyP7jdrBy1ClN7sUiANCx2L6LgzqtQcf1OqM6OiokHE0NoZHbeCgauXAedo+RmXgLGJjVCZO8XfvUW9wKLVdw7uRCHEsiFcFqBpbLbfxlhre2iL92Z41BqJMpLZjBcsMYBYzHJEXLD2k07VYwMTExCA2NtZiPyEEb731Fj777DPs2bMHI0aM6KKVdg96tIgR0xGRYTKZcOzYMeh0OkycOFG2/ktXd8nmqa2tRUFBAaKjoxEXFyf0yKAdqHswtiwwkv2KdWGkIpi/njw8zOmpYp84H+TXVsmTdyUxLUYQrbXvXOxKYoysUOlXLGCUXEn28GgUZUdJXRyiB6WcJcYY4B4/v1SYqOxl9LSNdzSo1+r4Jq5DlibAdidtuQwxZ11KGr0TZYgZBipdi8Umpeq+FtgRMsRkMgsUkaARCxkAIHzmncStRCTCBuiebqUtujXQ6/XIy8tD3759rVxEhBC89957WLVqFXbv3o3Ro0d30Uq7D71KxLTHEsNbNTw9PTFx4kTFEs2d2dZAiatXr+LkyZOIi4sT/KN8/Au1wPRQOiJgpDU4tFoQljW7k4AbAkYMP7/oOmfkCtrJWFhULQYQBzLolIJ61Toj1OK6L7a+/TvwTd+j4ca6XS1obFlYGBmxYk/A8NYYtUHGTdQiXx9G3cKB9bLcrmkyHy+1xmj0JitXk9QaI7uuNneguGeS1KUkW4XXhjXGQsCooGzdk1pj5JC2FOAtLRIhI1Ty5fcDli4ihQq+3cmttEW3Bk1NTcjLy0N0dDQGDx5ssZ8Qgg8//BB///vfsXPnTiQmJnbJOrsbvUbEtEdk8GnJYquGEl3pTiKEoKSkBNeuXcPYsWMRGhpqEcAL0PiXHomdqqJWadX8zVUurVpsUoe566+QvSfum6SS/MkbDMJ+OSsMYBYv7UVlo+eSK3GHoHHEVcQj5+KRZglpmliH+xWpW5x/kNqLmbHlUnIVUguMGMEaY0+0CMG/rMVYwW0kEjJS15J5ETeEjFJna8WO110oYJqbm5GXl4fIyEgMGTLEIvuWEIJPPvkEK1aswHfffYfx48d3yTq7Iz1axLQ3xZoQgsuXL+P06dMYMWIE+vXrZ/eYrnInmUwmHD16FHq9HhMnThQ6ldIKvD2cjtSFEY+RPAwYrYdZwIjdR4JrSfTnzt/87aReMq1Gp+Ne1CLXA3GwMKQrM5h4QSMrZmSCem3OpWPBylhJ5NDonc9yEo5VqNYrZ41xBjlXkrCv3mBXVPHNHB0J6lXpW+UFii1rjMFgtgq2Gqxdory1RXZOxpxyrVIJcWFWQgYA+NuqNNhXiS5wK23RrUFLSwuOHDmC8PBwoVEvDyEEWVlZWLZsGbZt24bU1NROW1tPoEeLGDF85VuO42xaVPgCdpWVlUhOTkZwcLDD83e2iOGVuaenJ1JTU4UAXuo+6uE4WhembSx/05V2qhbQaMw3ew+NVYM8OFldmmk1mMVOq/n8FnEv4oBi0XaVwQTWQyuIF8UaMe0UKu2NF/FoMIIhzllm5HooOZK5xNdisSdkbAX5KgmZG8dK6r+0WX/EPayk1hjGxFl8HrasMVKXkt3ihiKXkkrfanssf4icNaal7Vg+iFdOtIiDePnx/Da+iSl/LCC4UWVdRt0IsYAJCwsTCpXyEELw3//+Fy+88AK2bt2KyZMnd+Fquye9RsRo2szqLMsqihiDwSD0lUhNTYW3t7fD87vbnSSdm++RERUVJbQ6oBlIvQTCKQoZRxo9WggYUYGvG/s9btSF4R9oHpob7QY8ZP7sCTELmHZiV8B0ITYtM3ZQmdpqurQjBdsRHHEbtdcao7EhQviihIyJOOziUsJKwDhijWkWx82I4likc4izkowm87XPix3JuRiVSjGwF7BTL0ZMJ1lhtujWoLW1FXl5eQgODsbw4cOtBMyGDRuwePFiZGdnY+rUqZ2yrp5GjxYxUncSYHa/yFUn5KseBgUFYfTo0U6X+Fer1RYNJ10Jb0XiuXbtGk6cOIFhw4YJ9QFoAG8vQ0bIKAkYYTz/X5FoEbcaEAqI8d0NxTEuRpkHGv930mqwHOsAqmbRg6sd7TI6GtTbHjwazMXWjH7ti5lxVMho9Cw4D+v3wAf12rPGyFme1C0c1K0sWE/L41St9h+4UmuMI2h0baKU/0KoUCdGpWtx6vNimhUsNryQEQuUNojJJFznQlE7iZAh0vIBwI2UapMTtYw6UcAYDAbk5eUhMDAQI0eOtGqlk5OTg6eeegrr1q3r1b2POkqPFjFibBWNKy8vR1FREQYNGoRBgwZZXSyO0BnuJHGtmqSkJISFhYEQIlhgABrA22twQsDYbDUAmL+JtgkYYRuPyXSjoR5gaYWRs7yI9otdRoyRBVGrhSBfRx6KjsbDdDYeOmO7hYy2zgijrwNCxk6RO2eL4Gma5e89miaTVQaSvQBfWzCcQjaSDI66kIS55QSMrNXmhluJtJgtNoKb1CLuRXUjsFfOmoM2wd8NC9nxAsbf3x/x8fFWz6Rt27bh8ccfx5dffolZs2Z10Up7Br1GxADWQoMQgrNnz+LixYsYM2YMIiMjXTa3K1Gr1TAajSgoKLCoVUMDeHsptmJiHBEwHLFsNSCxhBCWNe9XKjlgNFke46AVRlbAOGqFsREP0xVtCTza3CkmH+dvgR56k0NCxh6aJlbWIqVuYcF6yf9eZa0xMqnUtlxJHnWtFp+hLZcSw3Gy1hi7Akbs5mk2yLiLZISFWIi0CWyGUd3oxi6ZmxiNyllJ0nu1s4G9bWNdzZ/3PIWzZ8+ioqICfn5+sgJmx44deOihh/DFF19g7ty5Ll9Db6NHixi5TtZ8rRiTyYSioiI0NDRg4sSJ8Pf379C53CliOI5DRUUF/P39hVo14gBelUqFTP8Fbjk3pZNREDCEI5YBvZDUhWFU8kG9kgZ4stVIxci5lcS03Hg4MSZx8HD7O6x3BJe2G5BmcrEEHo1GGP3bqh078cwSCxmlBov2rC0qA6coVjqKyshZNOeUupSUXExCZpkNa7WVgLFRM4ZpdsAFL7XGtLZaCBJByPDbpOLcVlaSxTpttB1QGOtK1td8goqKCpw7dw4mkwksy+LUqVOoqKhAcnIy/P39sWfPHjz44IP4+OOP8etf/9rla+iN9GgRI4UXGk1NTSgoKICHhwdSU1MVC9i1Z25XU1dXh7KyMnh5eSE5OZkG8PZ2bDR7FGPV7FFuKpaF8OgQuYwYaeAuf9OXuprE8K6lDogVWy4miwefxM1EpA9AyTQmf892r8kR+KrBJl9LixQf1Kt4nAMWGVtF7uRQtZrvMY5YY8TWFrE1Rm2jNo+QMi3B0QBfZ1xIFgJGNnhXYo1pkcwtPUYiwGXTq0XBu7aEit3gXhezRbcGJpMJ5eXlQlxmfX09KisrsXjxYsFbcPr0aSxbtgwPPPBAu8Iebka6p9O6najVatTV1eHQoUMIDg5GcnKySwQMP7erRUxpaSl++eUXhISEwN/fXyh6RwXMTYADzR75FwDzzb7t2yhhWbOAsSF0iNF0I1MDsBQw4uMIkRcwGnkrjCOxMCp9K5hmI1T6VuHlMDLTaxpbb7x0BiHo1NVoFB7wPIxM+wE5K4zKaF3kTgl1i/17ilI8jD2k65DCSESauL6P2DLCiANtlaYUj29qBdPkxGfe0moZnyXz8GbEfy+i/Xx6NVjOsvkjzH9TgnVTxrIiK2AUxnYEXsAUFBRAo9EgISEBGo0GoaGhGDFiBPLy8rBq1Sq0trYiKioKL730EsaMGYMXX3wRBw4c6FBPwBUrVmD8+PHw9/dHREQEMjMzUVJSYve4DRs2YPjw4fDy8sLo0aPx7bffWuwnhGDp0qXo06cPvL29MW3aNJw5c6bd6+wIPVrESJWq0WjEhQsXMGzYMIwcOdJmvRhnaW9bAzn4AN4TJ04gMTERoaGhguuI9kC6CXBFUK9aIjhY1iIVFZCxyPAYjTdeHYDvgM0/tJwWLJCxwtg84Y2xvJhxtaCxJ2Ssxrugi7eSkHFE4IiRVgiWoqlXrqYLyIs0i/md/GytJ5D5rMXWF/G1wP9fKYtNPJaVxszc+BsiEmFjsd16o/y5OsAW3RqwLIuCggKoVCokJCRYPZfy8vLw3HPP4bHHHsOpU6dQVVWFl19+GdeuXcPcuXOxdu3adp9/3759eOqpp/DTTz/hhx9+gNFoxPTp06HX6xWP+fHHH3H//ffjkUceQUFBATIzM5GZmYni4mJhzNtvv41//OMfWL16NQ4fPgxfX1+kpaWhpcX2NeYOGCKNDFem21UMIoTAYDCA4zicPHkSV69eRb9+/RAfH+/yc9XX1+PIkSO48847OzQPy7I4duwYGhoaMG7cOPj5+eHKlSsoLy8XemHQAN5ejAsq9ZpLriv1VFKoJ8PftB2wtljtE4l34meurcQ0GyzdQmqJi8hin9RdJHrI2HElWeCA4DH5iXpCie9YMvEwVkg2cRJ3jvQYsSVD7IqSs4CoDCxYURCxVHCwXmrBlSRF3WIC52kpSFXNJhCttSWOkT7QASE2Rqjlo7a2rKmb+H0yQgKAqslg+VnJfE4Oxb8Igbut1hV6AcvPqe3/xGCUH8vvU0AuPkwxZsyNAqawsBCEECQlJVmV9igoKMCsWbPwl7/8BYsXL7b6Ys6yLFiWdZlHoaqqChEREdi3b59i4bx7770Xer0e27ZtE7ZNnDgRiYmJWL16NQghiI6OxrPPPovnnnsOgPn5GBkZiaysLNx3331Kp3eLf6xHW2IAcwG7I0eOoK6uDuHh4fD0dI//3BXupJaWFhw+fBgGgwGpqalCBpKnpydqa2tx9OhRKmB6M45W6m27oVq4lMQvBwWM4FJy1u+v0Zi/Ibe0WgVRMs0Gxx5WXUS7rTPScA0Tpxg/InteGxYZlaEtzsVGxpCyNUb5GMZgfQzfYdxqHoUu1FKXkgWOf8F1nNZW8wuQryYtLvZmNFnWhREvzWQyp13LWGp4d6vcdkXs/G06Cy9gjh49Co7jkJiYaCVgioqKMGfOHCxZskRWwADm546rBAxgFhsAEBISojjm0KFDmDZtmsW2tLQ0HDp0CABw4cIFlJeXW4wJDAxESkqKMKYz6dGBvS0tLTh06BACAgIwduxYnD592q1p0BzHgRDSroCr+vp65OfnIywsDPHx8RYBvEFBQfgg8z9uWDWlW2EjqNemS0navVpuO2BRudfpx4/4G61J4W/IwXRqm/VhbO5zaHqH0DSaH5SsX8e+1Kh1RrAO1pTxqGsF6+vabto8qlZra0x7YVjWwhrDW2HM+4hVyruqbT9DyA1rjCjdmtG3Krt92rVABqRVlCUlqgsDjpNprXGjVYLd7Dyb53VN36QtujXgOA7Hjh2DyWTC2LFjhYryPCdOnMCsWbPw9NNP44UXXuiUIF6O47Bo0SLceuutGDVqlOK48vJyq3IkkZGRKC8vF/bz25TGdCY9WsR4eXlh2LBhiIqKEorduSpuRQqvolmWtbog7cEX2xsyZAgGDhwIhmFoBd6bGVsCBrBOsxbfVEX3aLFQUbTIWMTOSFxJfExMOyruOtuTqatQ69rEjG/7v82qdUZw3o79zav1RptChrfGyKY3t5jAeimfhxcy4s7gjIEV3EqqlrZWAkbWuaadLKt4DQhNHV1Bs0y8hFyFXmkRRnFdGFsoiQ9p+wFblkkXChiDwSArYEpKSjBr1iw89thjWLZsWadlIT311FMoLi7GgQMHOuV8nUXPuBMpwDAMoqOjhYtAo9G4zRIj7s3kKHyxvaKiIiQkJCA2NhYAaADvzYw9ASPeJ32wMPIxKA6lY5tMIEaj8FIM6hWLE0fTrdU2biO2ity1M6i3PagbDVA3drw3lLAcO+nXtlDJuIFUbUHSttxH7cVWQK9KpoqurQBfRuxi4tqsMIB9l6WcgBEWIYqRUrou5YJ+xUj6It2Y0InPyUUCpqioCC0tLRg7dqxVC5xz585h1qxZeOCBB7B8+fJOEzALFy7Etm3bsHfvXvTr18/m2KioKFRUVFhsq6ioQFRUlLCf36Y0pjPp0SJGijsL0jEMA4ZhHJ6f94devXoVEydOREREhFDAjp+Dxr/cZChkSVikUjtyrE3RoDbHsZhM5m+vfOyAWPQ4aUkU5pVDWtujOyCN5RA9m9SNBmgapMXaHJtWKa7EetyNB7GcYHEURwUNY2AFK4ywTRIbIxVdDMtaChiZ+xrvRlKKjVHsgyTFloBpQxDXcvsMhhvtBYST80XtWOsGqOLUaulcbmr6yAuY4uJiNDU1yQqYixcvYtasWZg3bx7eeecdl2bPKkEIwcKFC7F582bs2bNH+CJti9TUVOzevdti2w8//IDU1FQAQGxsLKKioizGNDQ04PDhw8KYzqRHu5OkiCv2uhpbvZmktLS0oKCgAAzDIDU1FZ6enhYF7BiGoQKGYoHVN8i2WjHCPgWXEtQqUXdelXKrASUccSW1tFqOk958LToSqy1TEFTK36AZmW/XXAdjWByFFyRybiZbVha13iB/jCQjyb5byQjWR36/LbeSpr4FnNbx27aqqX3WJ1Vji22xLAdHrGNjHBEwrTaK3Nm6nm3ci2UDe90oYAghOHHiBHQ6nWx9sqtXryI9PR0zZ87E+++/3ykCBjC7kL766its2bIF/v7+QsxKYGAgvL3NmYYPPvgg+vbtixUrVgAA/vjHP+L222/H3//+d6Snp2Pt2rU4cuQIPvnkEwDmv9tFixZh+fLlGDp0KGJjY/Hyyy8jOjoamZmZnfK+xPR4EcMwjNBbyJ2WGEfn57tlh4SEYNSoUbQCL+UG/M3SnkvJid5KiigEAytiMFo+gNojiKS0I9hTpeMzVyyP5XzdlHWoN4D1sR0vw3BSgWJwKMhWU9cCTkGoAPaFDNPKgnhai0yVwWQlZByJgxG3GlA1m60eFkG8NmJjxK0FGEKAFgfEUXsEDI+KEYLNLSrz8ihcm05X4HWhgKmvr5cVMGVlZUhPT8fUqVOxatWqThMwAPDPf/4TADBlyhSL7V988QUWLFgAALh8+bLFmm655RZ89dVX+Mtf/oKXXnoJQ4cORU5OjkUw8JIlS6DX6/H444+jrq4OkyZNwo4dO+Dl5eX29ySlR9eJAcwF7ri2C7yyshKnT5/GpEmT3HKu/fv3Iz4+HqGhobL7KyoqcOzYMQwePBixsbGCwKIChiLgSJq1aJytrCULF5H0xignYiSNH61iaaQiRm4u6T6pUFGplffZimuwqhdjWwDZFDU23EmAJK5DNJ5tm9PK9SJ5gPL7xRYZqSVG7M4RCxk59xJjZMFJLC+MqGaMWMio2lxMYhGjam0TJBIRwzQbAUkAsU0RAwBqtWW1XbEA5j8jXpwoXcsqpmMCRqH2iyBk+Fo4EgFiJWBEpQpkJrO7PnvwAubkyZOora1FcnKy1UO8oqICM2fORHJyMtasWWOVZn2T4ZYAoB5viRHjzsBeQNkSQwjB+fPncf78eaFbtriBIxUwFAHCKd78LQRL2zjxDZhRSVK0RYXNxF9GGLX6hqmdYRQLhVngqNXEZoq0jRu0MwGMDqxFXD3WVVYatb5VEDKOjZd3LUlRNRltWmQAsziRChm5McL/HbXGmDgLIWPVCFKSUs3ompU/Y0Ici4Fyg4AB2iwy4lYaot5LskKFUSmnXMt10XYCXsCUlJQoCpjq6mrMnj0bCQkJyMrKutkFjNvo8YG9Yr+6O1Os+fmlIoZlWRQVFeHKlStISUmxEDA0A4kii8zN055LyVYWk8MCxNGbaGenT3cwQ0Pc7kDVKHmAOmiF4VE3Njt1bkeDfR1BpRDIyyhU8pUdq1DszuI8zU60SpCpACwgJwKUxAl/SGtruwSMVS8wHkal+KXAbs0YG8faghcwp0+fRlVVFcaNG2clYGprazFnzhwMHToUX375pdNlOSiO06t+s51tiWltbUVBQQEIIVYBvPw3YxrAS7HCTi8Xi0BeRmVb4Ej2WbiIbIgDR9KyAdgWPq4QVi5EEDK61g4FCPNZO5y3p5UrSQ51QzM4b9vnUze2gHhaW2PkRIejokVlMNnIHBIXL7S0xoDlLF2RbdYYoRIzx8kLWcGNpPDZ2hEw7UVWvPD7bLQRsNfJmh/nDLyAOXPmDCoqKpCcnCwEyPLU1dUhIyMDffv2xdq1a62ylCiupVeJGL6qLsdxbgmeElt6GhsbkZeXh+DgYIwaNQpqtZrGv1AcQyHA17zJus4FYS0GQJyexJC28Wq1bWGisI8YDNYPLPEDTly91yr+RaX8s/RB5+2lvM8N8AHCnE/HxIxUeChlLqmaWwUho2QNYVqNskLGYp4Wk2z9HHVDC4hMVpKcC0nV2AKiUOOH4VOxJULGJiwHSFOceXj3qAMWmPbQXgHD41CBOwfhBcy5c+dQVlaG5ORk+Pj4WIxpaGjAvHnzEBoaiuzsbLe1waHcoFeJGHFBOneJGI7jUFlZiaNHj2LQoEEYNGiQEMDLCxwqYChuwZaLiWUtb9RSC434GzvDKD8AnE2rFc5nK6PKtfEwzqBq6piYUTUZwNnJXhLGioSMEg4JmVYjODmrjcFkIWQYgxOuc6k1Rjq3tHWA1BojTp8WZSq5DBlXUkcFzI1NHQ/sfb/4Vej1epSXl+PatWtITk6Gr6+vxRidTodf/epX8PHxQU5OTpdk6tyM9HgRI42JAcwixh0mPJVKherqapw7dw6jR49GVFSURQAvjX+hdBQrt5ICzqRl27TQ2BAfjK14AWdFi1JAKD/W2wU3fBvftlVNrebif2IxY5XFpGBlsSVkJA9TVXMriCT+gZEWY7MhZJwSJvwxMtYYxsRaWWMYSUE8K2uMXJ0XQP6zEwuZZuVgYIcsMEYTLHok2aHDnaidFDAfnlyOqqoqnDlzBgDQp08ftLa2wtvbW/iy3NTUhP/7v/+DSqXC1q1brSw0FPfR40WMGIZhoFKp3BLcy3Ec6urq0NLSggkTJiAwMNBCwADUAkNxEmfcSuLxAAgnipWRHm/LmmHrG7QtK4y7Y1zkMlp8va23dRA+fZg4YJkRl9/ni8bJuXSkqFoM4LxsW29UOvP7VRIzYmsMn0INWFtjhO2O9EtSqgOjVPOF4ywtJHIihxc4SnE09rDINmrrkcSLFHHRuzY62wKzRbcGgPmLcX19PQYNGgSdToeioiIsW7YMgYGBuOuuu7Bz5060trbi+++/h5+fn1PnoHSMHp+dJMUdwb0GgwG//PILTCYTIiIiBAHDx78ANICX4jpsZiKZBwC40bIAhLN88aXYWdbc2VfJLN9eK4wT83TI7dDcYvlyIUxTq2U9FEdguRvBr0rztsXMqBwpBgezVUYJlcI+xmBStNiIrS3ieCaGb6oovTc2SbKxrGqt2LCO2PlM7FphZK5LK5Ei+lvoKgFz+fJlXLhwAePGjcOAAQMQHx+PyZMn47XXXkNsbCxWrVqFPXv2gGEYrF69GidPnoQT9dcoHaTHixhpAy1Xp1k3Njbi0KFD8PT0FBpniS0wcwMeogKG0n7s9FOyuhk7k3otntNoAmFZoZeSVUNIljV/62578f1qZPvWuEq0OCtw3CBonBYygF0hw8MLGel4q75GtoSMzvGUb0YmPdwiMNtZpN2kgRsih7fAWDSEFFkK2yNglO7bKhsxXG4WMFeuXMG5c+cwduxYBAQECPv5ljIVFRUIDg7G0aNH8eCDD2L//v0YO3YshgwZgrVr1zp1Tin79+/H7NmzhSbHOTk5NscvWLBA6PEnfsXHxwtjXnnlFav9w4cP79A6u5pe5U4CXNt6oKqqCkePHsWAAQMwZMgQXLp0CSzL0gwkiuuw4VK6MUS+h5LdNGmb7QucCbZVgYjdCuJjpQHEnRXMqBc9sH297XdRtlEfhuHjZbwdC+AFzMKEaO2nqfMihGk22JyfaTU695kYTYCHY7dvRipGpG4ljrUsVMgRyy7n0kBeWwXvOE65E7XBCGg9nBMwbeuVzTJys4C5evUqzp49i6SkJAQGBlqMMZlMeOSRR3Du3Dns3bsX4eHhGD16NJ588kno9Xrs2bMHffv2deq8UvR6PRISEvDwww9j3rx5dse///77ePPNNy3WmJCQgF//+tcW4+Lj47Fr1y7h555ew6Znr14GV7iTCCG4dOkSzpw5g1GjRqFPnz4AzIG9Op0OtbW1eHjAYlcsl0IxI73ROuDOsfp2Km5V4EScjFXLAlsPU3sPWrlv7zxeTmQIORODwwuaDgYHi4WGOB5GcXyLEcTrRkyLrcaR0vmtMJrMD3ilfWLBwosAOSEjt81kAuQeVGJriZWQkcS42MpIEu2zKWD4fyXzKAoYmfs4Y8Mq40oBU1paitOnTyMpKQlBQUGSZbF48sknceLECezZswfh4eEW+319fTF79mynzivHzJkzMXPmTIfHBwYGWoitnJwcXL9+HQ89ZOkp0Gg0iIqK6vD6ugvUnSSB4zgcP34cFy5cwPjx49GnTx/BfRQWFobAwEAqYCidjqNxMkCbO4plLV5CjAzgtBXG4TXaE14Gg+WrtdW1BdJc4G5img3y7iKFyrVMi9E668fO/FbwosRGxVo564XFdnEMjngs//uV3hOlsTBibH0mivVibIg+6fsSjXVGwADKcTGuFDBlZWU4deoUEhMTERwcLFkWi6effhpHjhzBDz/80K3FwGeffYZp06ZhwIABFtvPnDmD6OhoDBo0CA888AAuX77cRSt0DdQSI8JgMKCwsBAmkwmpqanw8vKyqMDr4eGBP098x8UrplAk2Knoe2OYQnaS0jjA/HCQjCdtD2jGQ+O+mi62xso9NDuacs0LGW8v8wPb2fmaW2wfI20K2WK8IRR4i5NcPIrJZH4pWaV4lwtgLVxs1E1pF1Yp1nasMa2tNq8P0mqw/pyVhJk4C8lqXc7dv10pYMrLy3Hy5EkkJCQgJCTEYgzHcXjmmWewf/9+5Obmdthd5E5KS0vx3Xff4auvvrLYnpKSgqysLMTFxaGsrAyvvvoqbrvtNhQXF8Pf37+LVtsxep2IaW9MjE6nQ35+Pvz9/TF27FhoNBqLAF6VSoVM/wWuXzCFIsWBOBnzMGLVokCKM/VkiNFk+RBiGOGBwnh4dEqlXQFx3IX0ge9M9VU5q4yd/klWx3p7mR/gjlZfbWm17zqzNUYsZBxB12TtLjKazKJEDO9WsuXyk9Z8cdCtRGxZkWRwVsB0hgWmoqICJ06cwJgxYxAaGmoxhuM4LFmyBDt37kRubi5iYmKcOkdns2bNGgQFBSEzM9Niu9g9NWbMGKSkpGDAgAFYv349HnnkkU5epWvo8SJG6k7SaDROu5Oqq6tRWFiImJgYDB06VKjASwN4KV2Ks3EysjdvcS8lO8fbsJZIYx0s4mi0Hs6lZNtD+pCUBpJqHQ/AFRALEvH/5VBKQ+YtRnJiRnrPaWm1FhZyY+SCs/ksMU+Z92k0AnKFPOXiXuRaCzS3WIoS8Rhb4kbJjQSJgOFrydhq5uhOC4yT8AKmsrISxcXFGDNmDMLCwizGcByHv/zlL9iyZQtyc3MxaNCgDp/XnRBC8Pnnn+O3v/0ttHb+VoKCgjBs2DCcPXu2k1bnenp8TIwUZywxfABvQUEBRo4ciWHDhoFhGKEDNRUwlG6DowXxJMdYpGvz8TEOnc8Jq4vdlGxXl6gXxdU4i9gy0974GUfieFjOtihw6DyS43khqRQ8KzfWVhdqHukYaeViqYgUx7S0GmQqHyuLC2I0ye+3YYGRu2YVLTBOWGF4AVNVVYWioiKMHj3aKkiXEILXX38da9euxe7duzF06FCH5+8q9u3bh7NnzzpkWdHpdDh37pyQvNIT6fGWGACC5QQwi5hWB24yHMfh5MmTQifS4OBgEEIECwxAK/BSujfSG7mFqLHlNlJ4YDCqdt4OZN0L1g9wxpnsJEexZR0B7LuOCLFvmZHCcgDrgMsIMAsROYuK0n5H3TK8RUYsdJSykKTIVdeVWmhs9U4CrN1K4p8VLOEWRRfF87miJIaTLiSempoaFBUVYdSoUYiIiLCckhC8+eab+Pzzz7F3795Or6ei0+ksLCQXLlxAYWEhQkJCEBMTgxdffBHXrl3Dv//9b4vjPvvsM6SkpGDUqFFWcz733HOYPXs2BgwYgNLSUixbtgxqtRr333+/29+Pu+gVIkaMI4G9RqMRhYWFMBgMSE1Nhbe3t0UAL0Ar8FK6GXy3YJtDxA9o1n4dmTYYWw8TmYeiVUq2g5CWVquHJyON/Whv3I34i0t7Owc3tzgXi8JbKBQ6Rgu0GuRbOvCBv7aEjj0RZDWnyVqo8S4jCxFhv00AaW21dBNKhAyRWooIUbaoyAUl27LYuDEGBjBbYWpra3H06FGMGDECkZGRllMSgvfeew8fffQRdu/eLSsI3M2RI0cwdepU4efFi81ZsfPnz0dWVhbKysqsMovq6+uRnZ2N999/X3bOq1ev4v7770dNTQ3Cw8MxadIk/PTTT1YWqJ4E40R55G5bR9lgMAji48qVKygvL8f48eNlx+r1euTl5cHPzw9jxowRAnh59xEN4KX0GByMQ7GXxeRM+jbQlsUk/OCk6LDz4GSceWAD9psGSmMC7FlmeFcKb2WRm1/O/SIWP3IuHI6Tqd8ieVB7auUtMSwrXw8GkI+pMRrlLTJyDS5VKku3nOjzIUajfKyTipEN5OXjpqQi15Fu1Iwj7QUgI2LaKWCuX7+OgoICDB8+HNHR0ZZTEoIPP/wQb731Fr7//nvFZwnFadySGdArLDFid5ItS0xNTQ0KCwvRr18/If6FBvBSeiwOWGcsBIrMDb89VX8tHkpt8zMuqvop/nZvV9A48gWMf0BrtY6N5+GtLNI1KMWYOJJRxP/ePDTy6dfNLdaihL+XKVXoVWrqKHUt8TEy0rFSt5/EQkMIJwgZoiB2AMvAb8JxgpBxRMCYjyFuL2QHmAVMXV0dCgoKEBcXJytgPvnkE6xYsQLfffcdFTA9gF4hYsQoBfZevnwZJSUlGDlypJDfz6dPUwFD6ZE4I2AUkD40HHVBAbB0LUjiIGRFjZNuKKm7wmkrjRiDwey+EM+hZIURw4sZpfgX8TEGBaEgnddoUrZgKYkS/jgPjXW9GPEx9oJ+rVoOSFxEwnuQFzI3jrshduSq9IqFjBwOB+sqbW+ngKmvr0dBQQGGDh1qVeeFEIKsrCwsW7YM27ZtQ2pqqtPnoHQ+vVLEiFOsOY7DqVOnUFZWRgN4Kb0LO5YY8c3foUaRbdlMFpuc0DQW53ZE1Dg7pzNWGiX4ORw5XixyHKn9AtyojGwvDVwpVZqfw5aQcfQY3hpjrxWANGgXsErPJgqF7hTbDEDZCtPZzRwBs4BpaGhAfn4+Bg8ejP79+1tOSQi+/PJLvPDCC9i6dSsmT57s9DkoXUOvEDHiWjFidxIfwNva2orU1FT4+PgIBexYlgXDMDSAl9KzEd/QHRQ05qGOFcFTtNQ4mTZtJWraU+tFPJ9Y0DgSjCt9GLYazBYGZ4KA+SwmR9ZuMCiP438XYiEjtdYoPej5Y+Vq0JhMltYuE2t+SYKKSXMLGGkmFkesWwDwQoYXO9KMJDnLlfhYGbpKwDQ2NiIvLw+DBg2yKlRHCMH69evx7LPPIjs72yKYltL96RUiRgzvTtLr9cjPz4ePjw8mTpxoFcBLBQyl1+FEcbz2WlyEhxDfhsnBTspW80hiMToiangXiENihj+m7XdF2rKaGCWriBz82u1ZlxwZZ8siYytlWrzPZCfrSGRV4X9XpLnFwnUofB5yx4oRN3sUn1csbrqRgHnj8BJcunQJ58+fx8CBA636CAHA5s2bsXDhQqxbtw5paWlOn4PStfQ6EcNbYn766Sf07dsXcXFxNICXcnPioJUGaH9sDDGaLK06zsTUCCdjLNwSTgkK8VpEGTPOCBpAlFnDn9uhoGFJMK/cQ5rlANZOmrTRKO8K4v+VEyvSfWI4ztryJFO9l7AyafhSEST3nuT6HvHiphsJmKwrK4Vu1AzD4Pr168LzYeDAgQCAbdu24YknnsCXX36JWbNmOX0OStfTK0SM2J1UUVEBABgyZIiguqmAodz0ONiPSRAkTgggC6QPq3aImg4LGo4z16Th55BYeYiNB6IgZqTiQEnU8MLJnmji673IFYJjOfNLaQ57Fhk5VIy8kJEgdDgXwwsZJ/sYKf2OusqFpNfrUV1djdjYWPTp0wdVVVU4duwY7rvvPgwePBhjx47Fli1bkJWVhblz5zp9Dkr3oNe0HSCE4OTJk0KFw8jISCH+xWQygRBCBQzl5qa92Ux8OXeZsu52A4b5h6TcwxKwW2eGGI0Wr/Yg2wrBFhwBMRhtNzWUPmxl67tIHr6tButt4p/5nkkywoQ0t8gGyhKjyWo7v00qHohcITy5bYBivIvNvkcsa3V9dJWAaWpqQl5eHqKjozF48GD4+vpi4MCBSE9Px5kzZ5Ceno6ffvoJgLmK7e9//3vs2LHDoWrv9ti/fz9mz56N6OhoMAyDnJwcm+Nzc3PBMIzVq7y83GLcqlWrMHDgQHh5eSElJQU///xzh9faG+gVIsZoNCI/Px/V1dVITU2FSqWCyWQSAngB60aRFArFEr7HkgMDhZfDvZh4bAkaR9ZoT9DYCDZ1WsygzUXlgGuJsKxd4UMIZ37Za1Brr/eQjf9bCZq237PFOeXej2QbYVkQud+lE9dHVwmY5uZm5OXlITIyEkOGDLG6958+fRqffvopli1bhuvXr+Ozzz6DSqXCE088gdDQUBw5csTp84rR6/VISEjAqlWrnDqupKQEZWVlwkvcBmHdunVYvHgxli1bhvz8fCQkJCAtLQ2VlZUdWmtvoFdU7L1w4QJKS0uRkJAADw8P7N69G0lJSfD39wcAqCTBahl+87timRRK98HZar+OTtuemBjAsZ4/crTdvwSXka2MGTnkApOtqsKKUtW1HrIPckdiiqRuLEajsbLMiOfhg6blLDCMh8ZmITmZk1tvU7CMWb0XucJ14uvCiZovnSFgjhw5gvDwcCEeUsyPP/6IefPm4Z133sHjjz9usZ8QgmPHjmHYsGHw9vZ2+vxyMAyDzZs3IzMzU3FMbm4upk6diuvXryMoKEh2TEpKCsaPH48PP/wQgLl0SP/+/fH000/jhRdecMlaOwG3WBJ6hSUmJiYG48aNg4eHBwgh0Gg0uHz5Murr660uYp1Ohz/teAyvHVyMTfWfd9GKKZQuRsE9ZD2MWLzsTtvWddipjtnAjRRh/uUI4m7KBoPzAga44cLhsfMeicFoZUmRLdxmMlmMk4vDIa0Gm1YZm9Vu5fYpWbhMJqvtxGiUtbTIrYdwnPX5+N+TOwRMO9iiW4OWlhbk5eUhLCxMVsD8/PPP+NWvfoU33njDSsAAZsGRkJDgMgHjLImJiejTpw/uuusuHDx4UNhuMBiQl5eHadOmCdtUKhWmTZuGQ4cOdcVSuxW9JrBXnIE0cuRIlJaWorCwEGq1GhEREYiMjATLsigqKkL//v0xePBgMAwjtGMHqIWGcpPSztRsZysCO2WlET9MHbTSdKjAHi9kHAno5TjBLSWbGi4WVyaT3XXYGqMoZPjfq9zvVFz4Tvw7kSmIZ9EigJ+TXz//kFfKOGpbm9V1IFeE0RkB46QVZotuDVpbW5GXl4eQkBAMHz7cSqDk5+dj7ty5WLp0KZ566qluFV7Qp08frF69GsnJyWhtbcWnn36KKVOm4PDhwxg7diyqq6vBsqxVk8rIyEicOnWqi1bdfegVIoYP4OVfwcHBCAkJAcdxqK2tRWVlJQoKCsCyLEJCQoSqvdILmQoaCgUOZybZLaAnHd/eFgdygsaROBXRcbIiQW4OpWJyPBLrBTEY7GZgEZPJugGk1I1kUmhFIP6d8ecRb+OFidQiolT1VybWRbFFACGKlim5vkcW28XZcJ0kYAIDAzFixAir+/qxY8eQkZGBJUuW4JlnnulWAgYA4uLiEBcXJ/x8yy234Ny5c3jvvffwn//8pwtX1jPoFSLm008/RX19PebMmYN+/foJF6lKpUJAQAAuXrwIhmEQFxeHpqYmFBcXgxCC8PBwREREIDQ01CpuhgoaCgVOpVp3ipVGLGicsOzwgsZh64zJZH6420vxJsRx4SNuAKlwTot55ISJHEqp0Ly1SNzQkR8reZALFh8HrCqKfY/kxArLWl0LrhQwBoMB+fn58Pf3R3x8vJVAh76nVgAATntJREFUOXHiBGbPno0//OEPeOGFF7qdgFFiwoQJOHDgAAAgLCwMarVaKB/CU1FRgaioqK5YXreiV4iYgIAAfP311/jzn/+MpKQkZGZmIiMjA/7+/vj1r3+N8PBwrFmzRvB1xsXFob6+HhUVFTh16hRMJpOFoFFLbo5U0FAo6H5uJzkrhb3ziK0zDhxjUbPG3nh+bnvjjCaZyrii92KjLoxcgTq5352lpUTG0iJ2GYmtQuI+SjJWlfZkHDl0LbRDwPBZqb6+vrICpqSkBLNmzcJjjz2GpUuX9hgBAwCFhYXo06cPAECr1WLcuHHYvXu3ECDMcRx2796NhQsXduEquwe9IjsJMLuUKioqsHnzZmzatAl79+5FUFAQ+vbtiw8++ADjxo2TvYgJIWhoaEBlZSUqKipgMBgQFhaGyMhIhIaGQmPjmxsVNBRKG04UxHMm46ld2U6OHCN+sMpYRmTTi/lMKBsuLfFxjIeHbLCxZQZSm6VHGnjLcTbFCmD+3ciJCqXtii44J7KDHLWiOBWw204Bk5eXB29vb4wePdrKkn727FnMnDkT999/P95++22r/e5Ep9MJ9cqSkpLw7rvvYurUqQgJCUFMTAxefPFFXLt2Df/+978BACtXrkRsbCzi4+PR0tKCTz/9FB988AF27tyJO++8E4A5xXr+/Pn4+OOPMWHCBKxcuRLr16/HqVOnrGJlujFuUZG9RsSI2b9/P+bOnYukpCR4eHhgz549GDZsGObMmYO5c+fK+k0Bs6DR6XSoqKhAZWUlmpubERYWhoiICISFhcHDhmmZChoKpY3uLmhsPGCFtGap+JC5T1qJDIXsKIseRXKiQ+YBayGGZKwrNpFpMSBYW6y6VfPuJRmXEyw/H0dTod0tYEwmE/Ly8qDVapGQkGAlUC5evIgZM2YgIyMD77//fqcKGOBGyrSU+fPnIysrCwsWLMDFixeRm5sLAHj77bfxySef4Nq1a/Dx8cGYMWOwdOlSqzk+/PBDvPPOOygvL0diYiL+8Y9/ICUlpTPekqugIsYR1qxZg9///vf429/+ht/97ncghKC+vh5bt25FdnY2du7ciZiYGGRkZGDu3LmyKp5Hp9MJFhq9Xo/Q0FBEREQgIiKCChoKxRHcJGgAJ0WNeKwjD1mpCLBxnxREhg3hw1tvbFlIFOdRQppFBFhnEvHvQ7pdxTiXHi17fietNQ4erwQvYPLz86HRaJCYmGh1775y5QrS0tIwY8YMfPTRR50uYCg2oSLGHlVVVRg/fjz+9a9/4a677pId09DQgO3btyM7Oxs7duxARESEIGjGjh2reNHr9XpUVlaisrISjY2NCA4ORmRkJMLDw+Hp6am4JipoKBQRXVxkj3DESfGjcigTyrwIaVCszHF2xjBqtbyI4UWIWFxJ57fRgFGKXMAtYMfaIv7sukDAsCyL/Px8qFQqJCYmWsUulpWVIS0tDZMnT8a//vUvq/2ULoeKGEcwGAzQytVukEGv1+O7777Dpk2bsH37dgQFBWHOnDnIyMhASkqK4h9Bc3OzYKFpaGhAUFCQYKHx8vJSPB8VNBSKCDcIGnsCxSot3JEHHf/AtTVWPK+S8HFmjFisyAkTud8Jy9quz2LHZdTRyrkdFUBK8AKmsLAQhBAkJSVZ3ZsrKiowc+ZMjB8/HllZWVTAdE+oiHEnzc3N2LlzJzZt2oRvvvkGXl5emDNnDjIzM3HLLbcoBvi2tLQIFpq6ujoEBAQgMjISERERdis/UlFDobTRCYLGlpVAUczIPXClY5Ue3o64sKTvx9HeRNJ1SF1D/O9TJqPM4dgaO9aW9sTLOAsvYI4ePQqWZZGUlGR1L66ursbdd9+N+Ph4/Pe//7WZjEHpUqiI6SwMBgN27dqFTZs2YcuWLWAYBrNmzcLcuXMxefJkxXgYg8EgCJra2lr4+/sLFhpfX1+LsS0tLSgoKIBWq8WYMWPwq+BHO+OtUSjdH3fE0Tgzp1gc2HoQq9WOZfbIjXNkjHicLUuGXLE7BeyKDSXxY+t4+YGOjbPBFt0acByHo0ePwmg0YuzYsVYCpba2Funp6Rg0aBDWr19vM1aR0uVQEdMVGI1G7N+/Hxs2bMCWLVtgMBiQnp6OzMxMTJ06VTEexmg0oqqqChUVFaipqYGvr6/Q/oDjOBQWFiIsLAzDhw+nDSopFCW6WtDYq0LMWyV44WPr4e2IS8XWGDvVb5UsI251F8kPdHhOJXgBc+zYMbS2tmLs2LFWAqWurg6zZ89Gnz59kJ2dbTM2kdItoCKmq2FZFgcOHMDGjRuRk5ODxsZGzJw5E5mZmZg2bZqi+8hoNKK6uhqVlZWoqqoCIQTBwcEYNmwY/P39bRZhooKGQhHhardTB+aTe6g7G5Bs44SKtVdsuXEYFdPhDCOHBZCD8znLW0deRFhYGK5evYqWlhahua+YhoYGZGZmIjAwEFu2bLEZi0jpNlAR053gOA4//fSTIGiqqqqQlpaGjIwMpKWlwc/Pz+qYs2fP4tKlS+jXrx9aW1tRXV0NrVYrxNAEBARQQUOhOEpnChrRw/lGKrSNGBuFczpaybhDgsVeA0YbLqMOdZV2gYD57OLfUVlZibKyMnAcJ1ivg4KCBKGi0+kwb948aLVabNu2DT4+Ph0+L6VToCKmu8JxHPLy8pCdnY1Nmzbh6tWruOuuu5CRkYG7774b3t7eePLJJ1FeXo7//ve/CAoKAmC27NTU1AgWGo1GI8TQBAUFUUFDoTiKOwWNI64fOdqOsyh254D1xmmrRztdUO0+r621dIAtujUghOD48eOor69HXFwc6urqUFVVhd///vcICAjA9OnTceDAARBC8O2338p+WaR0W6iI6Qnwflxe0Jw9exYDBgxAU1MTvvzyS4wfP15WnPAdtysqKlBVVQWGYSy+hdgq2kQFDYUiwoUuIkatduwBbcvyYWtdknHmOjE2goDtBN46QodcUC5eCw8vYE6cOIH6+nqMGzfOIsblxIkTWL9+PXJycnD27FmMHj0a8+bNQ0ZGBhISElzSF2n//v145513kJeXh7KyMmzevFnoVSTHpk2b8M9//hOFhYVobW1FfHw8XnnlFaSlpQljXnnlFbz66qsWx8XFxeHUqVMdXm8PxC0ihpYzdDF8IabXX38dO3fuxJAhQ2AymRAVFYXp06cjMzMTX3zxhRAbIz4uLCwM8fHxmDx5MkaNGgUAKCoqwv79+3HixAlUV1eDkymEtUW3RnhRKDc9hLvxsjmMWDy85R7khGWtxtk8pzNjFLo+25zHkfPYXIJcv6d2xrt0cC08vIA5efIk6urqMHbsWKsg3cGDB6O4uBiBgYE4e/YsnnvuORQVFWHSpEkYOHAgPv744w6vQ6/XIyEhAatWrXJo/P79+3HXXXfh22+/RV5eHqZOnYrZs2ejoKDAYlx8fDzKysqEF9+dmuIaqCXGTRw7dgzp6em488478cknn8DDwwNnz57Fxo0bsWnTJhQWFuLWW29FZmYm5syZg8jISMV+TnV1dUI/J5ZlER4ejsjISISEhNgs6kQtNBSKCCeykuxP5Vw8S3vGuJqudhfJwQuYU6dOoaamBsnJyVZBugaDAQ8++CCuXLmCXbt2ITQ0VNjX0tKCvXv3wtfXF5MnT3bZuhiGsWuJkSM+Ph733nsvli5dCsBsicnJyUFhYaHL1taDoe6knkJLSwsGDx6M3/3ud/jzn/9sJU4IIbh48SKys7OxefNmHD58GBMnTkRGRgYyMjLQt29fRUFTX18vVAs2Go0IDw8XGlRSQUOhOIibBI2SULAXf2LPtWVPEDkyf7tdRm4WMKdPn0ZlZSWSk5OtMjxNJhMefvhhlJSUYM+ePQgPD3fLWqS0R8RwHIeBAwdiyZIlWLhwIQCziHnnnXcQGBgILy8vpKamYsWKFYiJiXHTyrs1VMT0JMrKytCnTx+74wghuHbtGjZt2oTs7Gz8+OOPGDt2rCBoBg4cqChoGhsbBUHT0tIidNwODw+3WbWSChoKRYQLBY39U9kXE/bGOCKa2o2bBIsUXsCcOXMG5eXlSE5OtsoyMplMeOKJJ3D06FHs2bMHUVFRnbI2oH0i5u2338abb76JU6dOISIiAgDw3XffQafTIS4uDmVlZXj11Vdx7do1FBcXw9/f302r77ZQEdPbIYSgvLwcOTk5yM7Oxr59+zB69GhkZGQgMzMTQ4YMURQ0er1ecDk1NTUhJCREaFBJO25TKA7iQPBtZ4qeTqWTBcy5c+dw7do1JCcnW1U0Z1kWCxcuxKFDh7B371707du3U9bG46yI+eqrr/DYY49hy5YtmDZtmuK4uro6DBgwAO+++y4eeeQRF622x0BFzM0EIQQ1NTXYsmULNm7ciD179iAuLk7o5zRixAjFiHy+43ZFRQV0Oh1CQkKE1G255phVVVUoKirC+3NoYDCFIuBI9k13FzQdSMN2B3zywblz53D16lVZAcNxHBYtWoQ9e/YgNze3S1wvzoiYtWvX4uGHH8aGDRuQnp5ud/z48eMxbdo0rFixwgUr7VFQEXOzwgf3bt26FdnZ2fjhhx8wYMAAZGRkYO7cuRg1apRiCnZTU5PQz6mhoQHBwcGCoPH09MSVK1dw5swZxMfHIzIy0uJYaqWhUJzAkWJ57hI9LugW7W54AXPhwgVcunQJycnJVnVeOI7DkiVLsH37duzduxeDBg3qiqU6LGK+/vprPPzww1i7di0yMjLszqvT6RATE4NXXnkFf/jDH1y02h4DFTEUMw0NDdi2bRuys7OxY8cOREVFCS6nsWPHKgoavuN2RUUF6uvrodVqYTQaER8fb9ffTAUNheIE7akb46jbSipYuplYkYMXMBcvXsTFixcxbtw4q5gQjuPw5z//GdnZ2di7dy+GDh3aqWvU6XQ4e/YsACApKQnvvvsupk6dipCQEMTExODFF1/EtWvX8O9//xuA2YU0f/58vP/++5g3b54wj7e3NwIDAwEAzz33HGbPno0BAwagtLQUy5YtQ2FhIU6cONFpQcrdCCpiKNbodDp899132LRpE7Zv347g4GDB5TRhwgTZjCW+IN/169fh6+uLhoYG+Pv7C+0P7JXxpoKGQnEhjrhzepBgkcILmEuXLuH8+fMYN24cAgICLMYQQvDqq6/iP//5D/bu3Yvhw4d3+jpzc3MxdepUq+3z589HVlYWFixYgIsXLyI3NxcAMGXKFOzbt09xPADcd9992L9/P2pqahAeHo5Jkybhr3/9KwYPHuzOt9JdoSKGYpvm5mbs3LkT2dnZ2LZtG7y9vTF79mxkZmbilltugUajQXV1NR599FE88sgjmD59Ojw9PWEwGISO27W1tfDz8xOqBUv91VKooKFQKErwAubKlSs4e/Ysxo4dK1gpeAghWLFiBT755BPs2bNHKPRJ6XVQEUNxnNbWVuzevRvZ2dnYsmUL1Go1pk2bhgMHDiA6OhrZ2dlCDycxRqMRVVVVqKysRE1NDby9vQULjZ+fH+3nRKFQHIIXMFevXsWZM2eQlJRkdc8hhODdd9/FypUrsXv3biQmJnb+QimdBRUxlPZhNBrxxRdfYPHixQgLC4NOp0N6ejoyMzMxZcoUqxLfPCaTCdXV1UKDSi8vLyEomHbcplAoSvAC5tq1aygpKUFSUhKCg4MtxhBC8MEHH+Dtt9/G999/j/Hjx3fFUimdR+/tnbRq1SoMHDgQXl5eSElJwc8//2xz/IYNGzB8+HB4eXlh9OjR+Pbbby32E0KwdOlS9OnTB97e3pg2bRrOnDnjzrfQrdm/fz/+9Kc/4cUXX8SZM2ewceNG+Pv74+mnn0ZsbCweffRRbNu2Dc3NzRbHaTQaREVFYcyYMZgyZQqGDh2KlpYW5OXl4cCBAygpKUFdXR3khDDt50Sh3Jzwf/NlZWUoKSlBYmKirID5+OOP8eabb2L79u1UwFDaTZdbYtatW4cHH3wQq1evRkpKClauXIkNGzagpKREqHoo5scff8TkyZOxYsUKzJo1C1999RXeeust5OfnC77Ut956CytWrMCaNWsQGxuLl19+GUVFRThx4oRVX47ezpYtW/Cb3/wG//znP/Hggw9a7GNZFj/99JPQ/qC6uhozZsxARkYG0tLSFONhOI5DTU2NkLqtVqsFC01wcDC10FAoNym8gCkvL8eJEyeQkJBg0esIMAuYL774Ai+99BK2bdvm0p5HlG5N73QnpaSkYPz48fjwww8BmB+Q/fv3x9NPP40XXnjBavy9994LvV6Pbdu2CdsmTpyIxMRErF69GoQQREdH49lnn8Vzzz0HAKivr0dkZCSysrJw3333ueNtdFv4OjB33HGHzXEcx+HIkSOCoLl27RruuusuZGRkYObMmVbZBOLjrl+/LlQLZhhGaFAZHBysmO4NUEFDofQmeAFTUVGB48ePY8yYMQgLC7MYQwjBl19+ieeeew5bt26VzQai9Fp6n4gxGAzw8fHBxo0bLYoKzZ8/H3V1ddiyZYvVMTExMVi8eDEWLVokbFu2bBlycnJw9OhRnD9/HoMHD0ZBQYFFkNjtt9+OxMREvP/++65+G70OPgWb77h9/vx53HnnncjIyEB6ejqCgoIU2x9cv35dqEVDCBEaVIaGhlJBQ6H0UjbVfw61Wo3KykoUFRVhzJgxVnVQCCFYv349nn76aWRnZyMtLa2LVkvpItwiYpS7BHYC1dXVYFnWqlJsZGQkTp06JXtMeXm57Pjy8nJhP79NaQzFNiqVComJiUhMTMTrr7+OEydOYOPGjVi1ahUWLlyIKVOmIDMzE7NmzUJoaKggaBiGQUhICEJCQhAXF4f6+npUVFTg1KlTMJlMCAsLQ2RkJEJDQ63q1/Df4pqamnB/xO86/T1TKJT28dx3j2Lfvn3w8/NDQ0MDRo4cKVvIbfPmzVi4cCHWr19PBQzFZXSpiKF0fxiGQXx8POLj47F06VIhMPjzzz/HH//4R0yaNAmZmZmYPXs2IiMjLQRNUFAQgoKCMGzYMDQ0NKCyshKnT5+GwWAQOm6HhYUJHbfr6+tRUFCAd/L/jKFDh4JhGGqhoVC6MXwzx6tXr6KkpASenp44ceIEysrKUFBQgClTpmDIkCH45ptv8MQTT+C///2vQ/2FKBRH6dLspLCwMKjValRUVFhsr6ioUCyDHxUVZXM8/68zc1Icg2EYDBs2DC+99BJ++eUXlJSU4O6778a6deswbNgwzJgxAx999BGuXr1qkbHEMAwCAwMxdOhQ3HrrrRg/fjx8fHxw/vx57Nu3D4WFhTh9+jSOHDmCgQMHYtiwYYIYollOFEr3hP+brK2tFfqv3Xbbbbj11lsRGhqK//znPxg7dixGjx6NRx99FK+99ppD/YWcZf/+/Zg9ezaio6PBMAxycnLsHpObm4uxY8fC09MTQ4YMESrsinE2a5bSNXSpiNFqtRg3bhx2794tbOM4Drt370ZqaqrsMampqRbjAeCHH34QxsfGxiIqKspiTENDAw4fPqw4J8V5GIbBoEGD8Kc//QkHDx7EhQsX8Ktf/QrffPMNRo4ciTvvvBPvv/8+Ll68aCVo/P39MWTIENxyyy1ISUkBwzC4dOmSEFNz7do1GAwGq3OKBQ0VNRRK1yEWMEePHsXw4cPRp08fAObeQQMHDsS+ffuwZs0aeHt7Y8SIEVi6dCmGDBmCZ599Fv/73//AsqxL1qLX65GQkIBVq1Y5NP7ChQtIT0/H1KlTUVhYiEWLFuHRRx/F999/L4xZt24dFi9ejGXLliE/Px8JCQlIS0tDZWWlS9ZMcR1dnp20bt06zJ8/Hx9//DEmTJiAlStXYv369Th16hQiIyPx4IMPom/fvkLb8h9//BG333473nzzTaSnp2Pt2rV44403rFKs33zzTYsU62PHjt2UKdadDSEE5eXl2Lx5M7Kzs7F//36MGTMGGRkZyMjIwJAhQyyCgtetW4ewsDAkJibC29tbCApubGy06rhtC+p2olA6B17A1NXVIT8/H3Fxcejbt6/VuP379+PXv/41PvjgA8yfPx8tLS3YtWsXcnJysHXrVjzxxBNYvny5S9fmSPfp559/Htu3b0dxcbGw7b777kNdXR127NgBwPmsWYpD9L7sJJ4PP/wQ77zzDsrLy5GYmIh//OMfSElJAWBusjVw4EALc9+GDRvwl7/8BRcvXsTQoUPx9ttv4+67776xUEKwbNkyfPLJJ6irq8OkSZPw0UcfYdiwYe56CxQZCCGorq7Gli1bsHHjRuzduxdxcXHIyMjArFmz8OGHH+Kbb77Bvn37rDrWNjc3C3Vo6uvrERgYKLQ/sCdEqaChUNwDL2Dq6+uRn5+PoUOHol+/flbjDh48iHvuuQd/+9vf8Nhjj1llM7Isi6amJqtO1h3FEREzefJkjB07FitXrhS2ffHFF1i0aBHq6+vblTVLcYjeK2IovR/eVbR161Zs2LABe/bsga+vL37zm9/gN7/5DUaNGqWYgt3S0iI0qKyrq0NAQIDQoNLb29vmeamgoVBcg1TADB48GDExMVbjfv75Z2RkZOCvf/0rnnrqKZvFL12NIyJm2LBheOihh/Diiy8K27799lukp6ejqakJ169fR9++ffHjjz9ahCAsWbIE+/btw+HDh935FnozvbftQHfBmUCuf/3rX7jtttsQHByM4OBgTJs2zWr8ggULwDCMxWvGjBnufhvdEj79+p577oHJZEJcXBxee+01XLt2DXfeeScSExPxl7/8BXl5eeA4zuJYLy8v9O/fH8nJyZg8eTKio6NRW1uLgwcP4qeffsKFCxeg1+tlz0tjaCgU19HQ0ID8/HwMGjRIVsDk5+dj7ty5WLZsWacLGMrNCU2xboMP5BK3P0hLS1Nsf5Cbm4v7778ft9xyC7y8vPDWW29h+vTpOH78uIV/eMaMGfjiiy+En+3FdvRmKisrcffddyM4OBj/+9//4O/vj9///vfQ6XT49ttvsWnTJqSnpyMkJASzZ8/G3LlzMX78eIuaMlqtFv369UO/fv2EjtsVFRU4d+4cfH19BQuNr6+v1Q1ULGSohYZCcZwtujVobGxEfn4+YmNjMWDAAKsxx44dw5w5c/D888/jmWee6bYCRinDNSAgAN7e3lCr1U5nzVK6DupOaqOjgVwsyyI4OBgffvih0KNowYIFqKurcyjl72bg888/x65du5CVlQWtVis7pqmpCTt37kR2dja2bdsGX19fzJ49G5mZmUhNTRVqykgxmUyoqqpCZWUlqqur4eXlJcTQ+Pv7035OFEo72aJbA51OhyNHjiAmJgaDBg2yGnPixAnMnDkTCxcuxNKlS7tMwDga2Pvtt9+iqKhI2Pab3/wGtbW1FoG9EyZMwAcffADA/DyIiYnBwoULaWBv+6ExMe7CFYFcjY2NiIiIwIYNGzBr1iwAZhGTk5MDrVaL4OBg3HHHHVi+fLlVQ7SbCUKIwze4lpYW7N69G9nZ2di6dSvUarVgoZk0aRI8PDxkj2NZFtXV1aioqEB1dTW0Wq1goQkICKCChkJxkC26NdDr9Thy5Aj69euHwYMHW40pKSnBzJkz8cgjj2D58uWdLmB0Oh3Onj0LAEhKSsK7776LqVOnIiQkBDExMXjxxRdx7do1/Pvf/wZgTrEeNWoUnnrqKTz88MPYs2cP/vCHP2D79u1CJWF7WbOUdkFFjLsoLS3tcCDX73//e3z//fc4fvy4kD2zdu1a+Pj4IDY2FufOncNLL70EPz8/HDp0yKrsPsU2RqMRubm52LhxI3JycsCyLGbNmoWMjAxMmTJF0U3HsqzQcbuqqgoajUZI21bqAcVDBQ3lZmaLbg2amppw5MgR9OnTx6o8AgCcPXsWM2fOxP3334+3337bZn80d5GbmyvbSHL+/PnIysrCggULcPHiReTm5loc88wzz+DEiRPo168fXn75ZSxYsMDieFtZs5R2QUWMu+ioiHnzzTfx9ttvIzc3F2PGjFEcxzen3LVrF+68806Xrf9mw2Qy4cCBA9iwYQNycnKg1+uRnp6OjIwM3HnnnYoZSxzHoba2VkjdZhhGEDRyHberqqpQVFSEYcOG4anhf+6Mt0ahdAu26NagubkZR44cQWRkpNAGRMzFixcxY8YMZGZmYuXKlV0iYCg9Cipi3EVH3El/+9vfsHz5cuzatQvJycl2zxUeHo7ly5fjiSeecMXSb3pYlsWhQ4eQnZ2NzZs3o7a2FmlpacjMzMT06dPh6+srexzHcairq0NFRQUqKyuFjtuRkZEICQlBeXk5Tp48iVGjRlmZj6mFhtKbEQuY8PBwxMXFWQmYK1euIC0tTWg1QgUMxQGoiHEn7Qnkevvtt/HXv/4V33//PSZOnGj3HFevXkVMTAxycnIwZ84cl66fYv7MfvnlF0HQlJaW4q677kJmZiZmzJiBgIAA2eMIIairqxOqBRuNRhBCEBsbi4EDB9p0/VFBQ+lNbNGtQUtLC44cOYLQ0FAMHz7cSsCUlZUhLS0NkydPxr/+9S/qGqc4ChUx7sTZ9gdvvfUWli5diq+++gq33nqrMI+fnx/8/Pyg0+nw6quv4p577kFUVBTOnTuHJUuWoLGxEUVFRTd1qnVnwHEcjh49io0bN2LTpk24cOECpk2bhoyMDKSnpyMwMNDq5kwIwdmzZ3HlyhWEh4cL1TvDwsIQGRkpNCxVggoaSk9mi24NWltbceTIEQQHB2PEiBFWfyPl5eWYOXMmJkyYgKysLCpgKM5ARYy7cab9wcCBA3Hp0iWrOZYtW4ZXXnkFzc3NyMzMREFBAerq6hAdHY3p06fj9ddfp9HtnQwhBMePH8fGjRuxefNmnDx5ElOnTkVmZibS09MRGhoKlmXx6KOPYujQofjjH/8IPz8/EELQ2NgoWGhaWloQFhaGiIgIhIeHK6Z781BRQ+kp8AImLy8PAQEBiI+PtxIwVVVVuPvuuzFq1Cj897//tXv9UygSqIihUDoKIQSnT59GdnY2Nm3ahKNHj+LWW29FS0sLrl69iu3bt1v1ceKP0+v1QgyNXq9HaGgoIiMjER4erpjuzUMFDaW7skW3BgaDAUeOHIG/vz9GjRplJWBqa2tx9913Y/DgwVi/fr3d6/1moF+/fnjppZfw+9//Xtj2448/Ytq0aTh58qRsQcCbHNp24GbBmfYHWVlZVq0NpA0SCSFYunQp+vTpA29vb0ybNg1nzpxx99voljAMg7i4OLz00kv45ZdfkJ+fj7KyMpSUlECn0+Hpp5/GRx99hGvXrkEs8BmGgZ+fHwYPHozU1FSkpqYiKCgIly9fxr59+5Cfn4+rV6/CYDDInpe2P6B0R7bo1sBoNCIvLw9+fn6yFpi6ujpkZGQgJiYG69atowKmjZSUFPzyyy/Cz4QQLFq0CM888wwVMJ0IFTHdDL79wbJly5Cfn4+EhASkpaWhsrJS8ZiAgACUlZUJL6mb6+2338Y//vEPrF69GocPH4avry/S0tLQ0tLi7rfTrbl+/Toef/xxREdH4+LFizh27BjmzZuHrVu3YsSIEbjzzjvx/vvv49KlS5BaLH19fREbG4uJEyfi1ltvRUhICEpLS7F//34cOXIEV65cUfz9UkFD6Q6IBYyPj49sE9aGhgbMnTsXYWFh2Lhxo2Kl7ZuRiRMnWoiY//znP7hy5YpFY0mK+6HupG6Gs+0PsrKysGjRItTV1cnORwhBdHQ0nn32WTz33HMAzF1oIyMjkZWVhfvuu89t76U7U1tbi9tvvx1DhgzB119/bWG9IoSgrKwMmzdvRnZ2Nv73v/9hzJgxyMzMREZGBgYPHqxYJK+lpUWIoamvr0dgYKBQi4Z23KZ0F/6w5UF4eXnBZDLBx8cHY8eOtQrS1el0mDdvHrRaLbZv3273+r3Z+N///ocpU6agvr5esPC++uqreOSRR7p6ad0VGhPT22lPvZqsrCw8+uij6Nu3LziOw9ixY/HGG28gPj4ewI0CewUFBUhMTBSOu/3225GYmIj333/f3W+rW8JxHL744gvMnz/fZoAiIQTV1dWCoNm7dy+GDx8uCBq5FFSe1tZWoUHl9evX4e/vL/Rz8vHxsbk+Kmgo7kKcRs2yLFiWhYeHB3Q6HTiOw1133QWTyYR77rkHALB9+3b4+fl18aq7H01NTQgMDMTu3buxa9cufPPNN8jLy6M1c5ShMTG9nerqarAsa5W9FBkZifLyctlj4uLi8Pnnn2PLli348ssvwXEcbrnlFly9ehUAhOOcmfNmQKVS4ZFHHrGbYcEwDMLDw/H4449jx44dKC8vxzPPPIP8/HzceuutGD9+PF5//XUUFRWB4ziLYz09PdGvXz+MGzcOkydPRr9+/XD9+nX8+OOPOHToEM6fPw+dTid7XupyoriDLbo1YFkWRUVF8Pb2xqRJkzBlyhSMGDECp06dwuOPP44BAwZgypQpqKiowIYNG9wmYJyJ/ZsyZYpV7B/DMEhPTxfGLFiwwGr/jBkz3LJ2APDx8cHo0aORnZ2Nv/3tb3jvvfeogOkCaI5cD4cPMuW55ZZbMGLECHz88cd4/fXXu3BlvQ+GYRASEoKHHnoIDz30EOrr6/HNN99g06ZNmDp1Kvr27Ys5c+Zg7ty5SExMtLihabVa9O3bF3379oXRaBQaVF64cAHe3t5Cg0o/Pz8ryw4vZIxGI34V/GinvmdK74EXMAUFBWAYBomJiYILKSwsDM888wwef/xxzJ8/H6dPn4bJZMKgQYMwc+ZMzJ07V6iv5Ar42L/Vq1cjJSUFK1euRFpaGkpKShAREWE1ftOmTRZB8zU1NUhISMCvf/1ri3EzZszAF198Ifzs7npcEydOxAcffCD0cKN0PlQ2diP4YmoVFRUW2ysqKhAVFeXQHB4eHkhKShK6uvLHdWROijyBgYH4f//v/2HTpk2oqKjA8uXLcfXqVcycOROjR4/GCy+8gMOHD1tZaDw8PNCnTx8kJibi9ttvx6BBg9DU1IRffvkFBw8exJkzZ1BfX28RTGwwGJCXl4dX/rcIm+o/pxYailPwAqawsBCEECQlJVnFwBgMBjz88MMoKyvDzz//jAsXLuDgwYOIj4/HW2+9hcjISMXYO2d599138dhjj+Ghhx7CyJEjsXr1avj4+ODzzz+XHR8SEoKoqCjh9cMPP8DHx8dKxHh6elqMCw4Odsl6lUhISICHhwfeeecdt56HogwVMd0IrVaLcePGYffu3cI2juOwe/duC2uLLXhTcZ8+fQAAsbGxiIqKspizoaEBhw8fdnhOin38/f1x7733Yt26daioqMC7776L2tpazJ07F8OHD8dzzz2HAwcOgGVZi+M0Gg2ioqIwZswY3H777Rg2bBhaWlqQn5+PAwcOoKSkBJWVlfjll1/g4+ODhIQE4eFDXU4UR9iiWyNUsGZZVlbAGI1GPPLII7h48SJ27tyJkJAQMAyDhIQEvPLKKzh69CjOnTuHoKCgDq+HF+TTpk0TtqlUKkybNg2HDh1yaI7PPvsM9913n1VvtNzcXERERCAuLg6/+93vUFNT0+H12mLt2rVYuHAhhgwZ4tbzUJSh7qRuxuLFizF//nwkJycL7Q/0ej0eeughALBqf/Daa69h4sSJGDJkCOrq6vDOO+/g0qVLePRRs9uBYRgsWrQIy5cvx9ChQxEbG4uXX34Z0dHRFsHDFNfh4+ODuXPnYu7cuWhpacGuXbuQnZ2N+++/Hx4eHpg9ezYyMzMxadIki5obarVayGTiOA41NTUoLS3F0aNHoVKpEBISgrq6OgQHByu6nAAaFEy5gVjAGI1GjB071ioOzGQy4cknn8TJkyexZ88ehIeHy87Vt29fl6zJVuzfqVOn7B7/888/o7i4GJ999pnF9hkzZmDevHmIjY3FuXPn8NJLL2HmzJk4dOiQS9sjcByHqqoqfPbZZzhz5ozNBsEU90NFTDfj3nvvRVVVFZYuXSq0P9ixY4fwB3/58mWLWIvr16/jscceQ3l5OYKDgzFu3Dj8+OOPGDlypDBmyZIl0Ov1ePzxx1FXV4dJkyZhx44dVkXxKK7Hy8sLs2bNwqxZs2A0GrF3715s3LgRDz/8MFiWxaxZs5CZmYkpU6ZY1OBQqVTQ6/Wor69H//79ERYWhsrKShQVFYEQIsTQBAcHWwUTUkFDAW4ImKKiIrS2tmLcuHFWhepYlsXChQuRl5eH3NzcHuFi/uyzzzB69GhMmDDBYru4XMTo0aMxZswYDB48GLm5ubjzzjtddv79+/fjjjvuwPDhw5Gdna3YWJbSOdAUawqlCzCZTPjf//6HjRs3IicnB01NTbj77ruRkZGBadOm4ciRI/j1r3+NDz/8EPPmzRMsL4QQXL9+HZWVlaisrATLsoL1JjQ01GZ2BBU0Nw+8gCkuLoZer8e4ceOsCtVxHIdFixZh79692Lt3L2JiYjplbe0pJcGj1+sRHR2N1157DX/84x/tnis8PBzLly/HE0884YqlUzoGrRNDofRGWJbFjz/+iOzsbGzevBm1tbXgOA7z5s3De++9p1hThhCC+vp6oZ+TyWQSOm6HhobaNaFTUdM72aJbA0IIiouL0djYiOTkZFkBs2TJEmzfvh25ubmIjY3t1DWmpKRgwoQJ+OCDD4T1xMTEYOHChbJFPXmysrLw5JNP4tq1awgNDbV5jqtXryImJgY5OTmYM2eOS9dPaRe0Tgyl8+nptRx6Amq1GrfddhtWrlyJjz/+GBzHYfLkyTh06BAGDhyIBx54ABs2bEBjY6PFcQzDICgoCHFxcZg0aRLGjRsHLy8vnDlzBrm5uTh27BjKy8thMplkz0sDg3sfvIA5ceIEGhsbFS0wf/7zn7F161bs2rWr0wUMYI79+9e//oU1a9bg5MmT+N3vfmcV+ydXvv+zzz5DZmamlYDR6XT405/+hJ9++gkXL17E7t27kZGRgSFDhiAtLa1T3hOla6AxMRRFeksth57C5s2b8f/+3//Dp59+ivvvvx8cx6GwsBAbN27EihUr8OSTT2LatGnIyMjA3XffjcDAQMHNxDAMAgICEBAQgCFDhkCn06GyshLnz5/H8ePHERoaioiICMWO2zSOpufDC5iTJ0+irq4OycnJVn9bhBC89tprWL9+Pfbu3Svbsb0zcDb2DwBKSkpw4MAB7Ny502o+tVqNY8eOYc2aNairq0N0dDSmT5+O119/nd5fejnUnURRxNk+TlJWrlyJpUuXoqysTEiFXLBgAerq6pCTk+POpfc4iouLMXHiRHz11Veypm/ePbBx40Zs3rwZJSUlmDp1KjIyMjBr1iwhJVYOvV4vuJx0Oh1CQkIQGRmJ8PBwuw39qKDpGfAC5tSpU6ipqUFycrJsN/sVK1bgk08+wZ49ezBq1KguWi3lJoXGxFA6j44E3/GMHj0aqamp+OSTT4RtCxYsQE5ODrRaLYKDg3HHHXdg+fLldv3bNwNnz551qN4EIQQlJSXIzs7Gpk2bcOzYMdx2223IzMzE7NmzERERoShompqahAaVjY2NCA4OFgKD7X1jpYKme8ILmNOnT6OyshLJyclWzRoJIfj73/+O999/H3v27EFCQkIXrZZyE0NFDKXzKC0tRd++ffHjjz9aFMVbsmQJ9u3bh8OHD9s8/ueff0ZKSgoOHz5skQq5du1a+Pj4WNRy8PPzc3kth5sFQgjOnz8vCJojR47glltuQUZGBubMmYPo6GhFQdPc3CxkOfEdt/kGlfbS76mg6R7wAubMmTMoLy/H+PHjZQXMP/7xD7zzzjv4/vvvMX78+C5aLeUmh4oYSufRURHzxBNP4NChQzh27JjNcXyX7V27drm0lsPNCCEEly9fxqZNm7Bp0yYcOnQI48ePR0ZGBjIyMhATE2Oz4zYvaK5fv46AgAChFo30ochjNBqRn5+PN+78yJ1vi6IAL2DOnj2LsrIyJCcnW2WyEUKwevVqvP766/juu+9olW5KV0KzkyidR0f6OOn1eqxduxaPPPKI3fMMGjQIYWFhQq8nSvthGAYDBgzAM888g/379+PSpUt44IEH8P333wttDd59912cO3cO0i8vnp6e6N+/v9BxOzo6GrW1tTh48CB++uknXLhwAXq9XhjPl4739PTE5oYvaJZTJ8P/rs+fP4/S0lKMGzdOVsB8/vnnePXVV/HNN99QAUPplVBLDEURWsuhd0AIQWVlJXJycpCdnY3c3FyMGDECmZmZyMjIQFxcnKKFxmg0oqqqChUVFaitrYWPjw9CQkJQVVUFf39/jB49WrHAHnU5uQexgLl8+TKSk5Ph5+dnMYYQgv/85z/405/+hK1bt2Lq1KldsVQKRQx1J1E6l3Xr1mH+/Pn4+OOPhT5O69evx6lTpxAZGWnVx4nntttuQ9++fbF27VqL7TqdDq+++iruueceREVF4dy5c1iyZAkaGxtRVFREUyE7AUIIamtrsWXLFmzatAm7du3C4MGDMWfOHMydOxcjR45UFCUmkwmlpaU4e/YsWJaFj4+PEEPj7++vKIQAKmhcBS9gLl68iIsXL2LcuHHw9/e3GEMIwbp16/CHP/wBmzZtwvTp07tiqRSKFCpiKJ3Phx9+iHfeeUeo5fCPf/wDKSkpAMzF7QYOHIisrCxhfElJCYYPH46dO3firrvuspirubkZmZmZKCgosKrlIG0GR+kc6urq8M0332DTpk34/vvv0bdvX2RmZiIzMxMJCQkWgubMmTMoKSlBbGws4uLiUFNTg8rKSlRVVUGr1QpZTuL6NXJQQdM+eAFz6dIlnD9/HsnJyVYCBjDXa3riiSewfv16i0KTFEoXQ0UMhUJxH42Njfj222+RnZ2N7777DmFhYZgzZw4yMzPh6+uL2bNn4//+7//w5ptvWogUlmVRW1uLiooKVFVVCd24IyMjERQURAWNC1i67w+IiIiA0WjEpUuXMHbsWAQGBlqN++abb/Dwww/jv//9L+1ST+luUBFDoVA6h6amJuzYsQPZ2dnYunUrAGDcuHF44YUXcOuttyqmw3Mch9raWiHTiWEYwUIj13FbDBU08qytWo2qqipcuXIFTU1N8PPzQ58+fRAeHi4UkQSA7777Dg8++CCysrKsqmRTKN0AKmIoNy/79+/HO++8g7y8PJSVlWHz5s12v2nm5uZi8eLFOH78OPr374+//OUvWLBggcWYVatWCe6yhIQEfPDBBxZ1bW52jh8/jjvvvBOTJk2Cr68vvvnmG3h6emL27NnIzMzErbfeKtvGADALmrq6OqFaMCEE4eHhiIyMREhIiE1BA1BRA9xwIV27dg0lJSUYPXq0kA7/9ddfY+fOnUhLS8Pw4cPx/PPP41//+hfuv/9+m9YvCqWLoCnWlJsXvV6PhIQErFq1yqHxFy5cQHp6OqZOnYrCwkIsWrQIjz76KL7//nthDN8batmyZcjPz0dCQgLS0tJQWVnprrfRoygsLMSUKVPwu9/9Dhs2bMCaNWtQXl6OrKwsEEKwYMECDBkyBL///e/xww8/WPTNAgCVSoWQkBCMGDECkydPRmJiIjQaDU6ePIl9+/ahuLgYlZWVYFlW9vw3e4NK/n2XlpaipKQEiYmJCA8PR79+/TB27FgsWbIETz75JPLy8vDMM88gICAARUVFyMvLs0qhdxXONITNysqyavYq1wph6dKl6NOnD7y9vTFt2jScOXPGLWun9E6oJYbS42AYxq4l5vnnn8f27dtRXFwsbLvvvvtQV1eHHTt2AOh4b6jeDMuyGDNmDH77298q/i5MJhP279+PjRs3IicnB83NzUhPT0dmZibuuOMOxaq/hBA0NDQI7Q8MBgPCwsIQGRkp1Ceyxc1goeEFTFlZGU6ePImEhATZcgUHDx7EPffcg7/+9a/o06cPNm/ejG3btiEoKAhz587FSy+9JNustT2sW7cODz74oEVD2A0bNig2hM3KysIf//hHlJSUCNsYhrEI4n/rrbewYsUKrFmzBrGxsXj55ZdRVFSEEydO2K0aTelxUHcShQI4JmImT56MsWPHYuXKlcK2L774AosWLUJ9fb1LekP1dmpraxESEuLQWJZlcfDgQWRnZ2Pz5s2or6/HjBkzkJmZibvuusuqEBsPIQQ6nU5wOTU3NyMsLEzouK3RaGyetzcKGl7AVFRU4Pjx4xgzZgzCwsKsxh0+fBiZmZn461//iqeeekpwIbW2tmLPnj3YvHkz/v73v8tmMLUHZ0V/VlYWFi1ahLq6Otn5CCGIjo7Gs88+i+eeew4AUF9fj8jISGRlZeG+++5zybop3QbqTqJQHKW8vNwqbTsyMhINDQ1obm5GdXU1WJaVHVNeXt6ZS+22OCpgAECtVmPy5Ml4//33cfHiRezYsUOIQxo4cCD+3//7f9iwYQMaGxstjmMYBv7+/hgyZAhuueUWpKSkwM/PDxcvXkRubi4KCgpQWloKo9Eoe97e5nLi30dlZSWKi4sxevRoWQGTn5+PefPmYdmyZRYCBjBXX545cyY++eQTlwkYvkLztGnThG0qlQrTpk3DoUOHFI/T6XQYMGAA+vfvj4yMDBw/flzYd+HCBZSXl1vMGRgYiJSUFJtzUihiqIihUCguRaVSITU1FX/7299w5swZ7Nu3D3FxcXjjjTcwcOBA3Hvvvfjqq69QV1dnFbvh5+eHwYMHIzU1FampqQgKCsKVK1ewb98+5Ofn4+rVq1axNzxbdGvw2cW/449be6Z1hhcwVVVVKCoqwujRoxEeHm417ujRo5gzZw6ef/55PPPMM50SxNse0R8XF4fPP/8cW7ZswZdffgmO43DLLbfg6tWrACAcR79IUDqCbVsthdJDiYqKku37FBAQAG9vb6jV6nb3hqI4jkqlwrhx4zBu3Di88cYbKC4uxoYNG/D+++/jqaeewh133IGMjAykp6cjJCTE4oHs6+uL2NhYxMbGCh23S0tLcerUKQQFBQmp23zsRHV1NY4ePYr4+HgLy0xPcDnx662urkZRURFGjRolG2dy4sQJzJ49G4sWLcLzzz/frbOQeCHKc8stt2DEiBH4+OOP8frrr3fhyii9CWqJofRKUlNTsXv3bottP/zwg3BT1Wq1GDdunMUYjuOwe/du2ijPTTAMg9GjR+O1117DsWPHUFhYiFtvvRWffPKJ0Prgs88+E9KxxXh7e2PAgAGYMGECJk2ahIiICFRWVuLAgQP4+eefcfz4cRQWFiI+Pt5KhHZ3lxO/rpqaGhw7dgwjR46UrWB96tQppKen44knnsDLL7/cqQKmIw1heTw8PJCUlCQ0e+WPo18kKB2BihhKj0Cn06GwsBCFhYUAzP70wsJCXL58GQDw4osv4sEHHxTGP/nkkzh//jyWLFmCU6dO4aOPPsL69evxzDPPCGMWL16Mf/3rX1izZg1OnjyJ3/3ud9Dr9XjooYc69b3djDAMgxEjRuAvf/kL8vLycOLECUyfPh1ffvklhg4dipkzZ2L16tUoLS21EjReXl6IiYlBcnIyJk+eDH9/f2HcpUuXcOHCBTQ1Ncmet7sJGn4dtbW1OHr0KIYPHy77AD979ixmzZqFBx98EK+//nqnW2BcIfpZlkVRURH69OkDAIiNjUVUVJTFnA0NDTh8+DD9IkFxGJqdROkR5ObmynbinT9/PrKysrBgwQIhGFR8zDPPPIMTJ06gX79+ePnll62K3dnqDUXpfAghuHz5MrKzs7Fp0yb89NNPmDBhAjIyMpCRkYH+/ftbPMB3794NlmWRkJCA4OBgVFVVobKyEjU1NfD19RUaVEq7PEvpCpcTL2CuX7+OgoICxMXFoW/fvlbjLly4gJkzZyIzMxMrV660WyTQXTjbEPa1117DxIkTMWTIENTV1eGdd95BTk4O8vLyMHLkSADmFOs333zTIsX62LFjNMW6d0JTrCkUys0DIQSlpaXYtGkTsrOzcfDgQSQmJgqC5vDhw1i4cCG++uorzJgxw+JYo9GI6upqVFZWorq6Gt7e3kI/Jz8/vy7v58QLmLq6OhQUFGDo0KHo16+f1bjLly9jxowZmDFjBj766KMuEzA8zjSEfeaZZ7Bp0yaUl5cjODgY48aNw/Lly5GUlCTMRwjBsmXL8Mknn6Curg6TJk3CRx99hGHDhnXF26O4FypiKBTKzQkhBBUVFcjJyUF2djZyc3OhUqlw//33449//COGDRumKExMJhNqampQUVGB6upqaLVawUITEBDQ6YKGFzD19fXIz8/HkCFD0L9/f6txpaWlmDFjBm6//XZ88skndosAUijdHFonhkLpLuzfvx+zZ89GdHQ0GIZBTk6OzfGbNm3CXXfdhfDwcAQEBCA1NdWiBQIAvPLKK1Zl2ocPH+7Gd9FzYBgGUVFRePLJJ/HUU09Bq9Xi0UcfRVVVFSZOnIgJEyZg+fLlOH78ODiOszhWo9EgMjISY8aMwe23345hw4ahtbUV+fn5OHDgAEpKSmTTvQHXx9Dw8zQ0NCA/Px+DBg2SFTDl5eVIT09HamoqFTAUig1oijWF0g74Xk4PP/ww5s2bZ3f8/v37cdddd+GNN95AUFAQvvjiC8yePRuHDx+2MK/Hx8dj165dws/2KtbebOTk5OCBBx7Af//7X2RmZoIQgvr6emzduhWbNm3CypUr0a9fP2RkZGDu3LkYM2aMhQtGrVYLqdl8x+2KigoUFhYKJfEjIiIQFBRk5bqRChlnrTT88Y2NjcjPz0dsbCwGDBhgNa6qqgqzZ89GUlISvvjiCypgKBQbUHcShdJBHGmDIEd8fDzuvfdeLF26FIDZEpOTkyNkYFEsKS8vx/Dhw7FmzRpkZGTIjmlsbMT27duRnZ2N7777DuHh4cjIyEBmZiaSk5MVY0o4jsP169dRWVkppHjzYscVHbd5AaPT6XDkyBHExMRg0KBBVuNqamqQnp6OIUOGYN26dYodwimUHohb3En0ax6F0gVwHIfGxkar0v5nzpxBdHQ0vLy8kJqaihUrViAmJqaLVtm9iIqKQklJiWwNFR5/f3/cd999uO+++6DX67Fjxw5kZ2cjIyMDgYGBmDNnDjIyMjBx4kQLC4dKpUJoaChCQ0MxfPhw1NXVoaKiAidOnADLsggPD0dkZCRCQ0NlBY2t4nr8Pr1ej7y8PPTv319WwNTV1SEjIwMDBgzA2rVrqYChUByAWmIolA7SHkvM22+/jTfffBOnTp0SKrN+99130Ol0iIuLQ1lZGV599VVcu3YNxcXFLuuBc7PS3NyMH374AdnZ2fjmm2/g6emJ2bNnY+7cubj11lsV3Xa8u4rvuG00GhEeHo6IiAiHOm7zNDU14ciRI+jTpw+GDBliFUzc0NCAOXPmICQkBDk5OTS9mNIbodlJFEp3xFkR89VXX+Gxxx7Dli1bLJrfSamrq8OAAQPw7rvv4pFHHnHRaikGgwF79uzBxo0bsWXLFjAMg/T0dMydOxeTJ0+GVquVPY4QgsbGRqHjdktLC8LCwhAZGYmwsDBFIdTc3IxffvkFUVFRGDp0qJWA0el0mDt3Lry8vLBt2zZ4e3u7/D1TKN0AKmIolO6IMyJm7dq1ePjhh7Fhwwakp6fbHT9+/HhMmzZNKCBGcS0mkwn79u3Dxo0bkZOTg9bWVqSnpyMzMxNTp05VtIgQQqDX6wVB09TUhNDQUERERCA8PFxwBTU3N+PIkSOIiIiQTQNvamrCPffcAwDYvn273aJ8FEoPhooYCqU74qiI+frrr/Hwww9j7dq1ioGpYnQ6HWJiYvDKK6/gD3/4g4tWS1GCZVkcPHgQGzduxObNm9HQ0CBUyp02bRp8fHwUj9Xr9YLLSafTISQkBCEhIbhy5QrCwsIwfPhwKwHT3NyMe++9F01NTdixYwcCAgLc/RYplK6EihgKpbug0+mERnZJSUl49913MXXqVISEhCAmJgYvvvgirl27hn//+98AzC6k+fPn4/3337dIyfb29kZgYCAA4LnnnsPs2bMxYMAAlJaWYtmyZSgsLMSJEycQHh7e+W/yJobjOBw+fFgQNJWVlUhLS0NGRgZmzJhh02LS1NSE0tJSXLp0CRzHITg4GJGRkQgICBA+69bWVvzmN79BTU0Ndu7ciaCgoE56ZxRKl+Gehl+EEEdfFEqX8NVXXxEvLy9SWloqbFuwYAEZPXo0qaur65I17d27l8As7C1e8+fPJ4QQMn/+fHL77bcL42+//Xab4wkh5N577yV9+vQhWq2W9O3bl9x7773k7NmznfvGKFawLEt++eUX8vzzz5OhQ4cSb29vMnv2bPLpp5+S0tJSotPpiF6vF16nT58m27dvJz///DOprq4mJ0+eJLm5uWTAgAFk9OjRZMmSJWTmzJkkMTGR1NTUuHXtH374IRkwYADx9PQkEyZMIIcPH1Yc+8knn5BJkyaRoKAgEhQURO68806r8fPnz7e6htPS0tz6Hii9Bmf0hsMvaomhdHsIIUhMTMTkyZPxwQcfYNmyZfj888/x008/yTbMo1DcBcdxKC4uxoYNG7B582acOXMGd9xxBzIyMjBr1iw0Nzdj+vTpyMjIwF//+lcLF9Lly5fx9ddfY926dTh9+jSSkpJw33334Z577pFNue4o69atw4MPPojVq1cjJSUFK1euxIYNG1BSUiJkxIl54IEHcOutt+KWW26Bl5cX3nrrLWzevBnHjx8X/s4WLFiAiooKfPHFF8Jxnp6eCA4Odvn6Kb0Oaomh3Lx88803xNPTkyxfvpwEBweT4uLirl4S5SaH4zhy/Phx8uqrr5LExESi0WhIVFQUmThxIjl9+rSVhaa+vp7ce++9ZMSIEeT48ePks88+IzNnziQeHh4kMTGRvPfeey5d34QJE8hTTz0l/MyyLImOjiYrVqxw6HiTyUT8/f3JmjVrhG3z588nGRkZLl0n5abBLZYY2juJ0iOYNWsWRo4ciddeew2bN29GfHx8Vy+pW+FsL6fc3FyrPk0Mw6C8vNxi3KpVqzBw4EB4eXkhJSUFP//8sxvfRc+CYRiMHDkSS5cuxe7duzFs2DCEhYWBZVmMHDkSd999N1avXo3S0lKwLIuFCxciPz8fu3btwsiRI/Hwww/j22+/RWVlJRYvXmzV86kjGAwG5OXlWaTwq1QqTJs2DYcOHXJojqamJhiNRquCjLm5uYiIiEBcXBx+97vfoaamxmXrplCchVbspfQIduzYgVOnToFlWZsVW29WnO3lxFNSUmKRFSN2M6xbtw6LFy+2cEekpaUpuiNuVurr6zFjxgwMGTIEGzZsgIeHBy5duoTs7GxkZ2fjT3/6E8LDw6FWq3Ho0CFER0dbHB8UFITf/va3Ll1TdXW17N9KZGQkTp065dAczz//PKKjoy2E0IwZMzBv3jzExsbi3LlzeOmllzBz5kwcOnSI9niidA1OmG0olC4hLy+P+Pv7k6+++opMnz6d/OpXv+rqJXVrAJDNmzfbHMMHJl+/fl1xTEfdETcDHMeRO+64g9x9992kpaVFdv+VK1fIfffdR3bv3t1p67p27RoBQH788UeL7X/605/IhAkT7B6/YsUKEhwcTI4ePWpz3Llz5wgAsmvXrg6tl3JTQN1JlJuPixcvIj09HS+99BLuv/9+vPbaa8jOzkZ+fn5XL61XkJiYiD59+uCuu+7CwYMHhe2ucEfcDDAMgzfeeAPZ2dnw9PSU3d+vXz98/fXXuOOOOzptXXxLhIqKCovtFRUViIqKsnns3/72N7z55pvYuXMnxowZY3PsoEGDEBYWJpQboFA6GypiKN2W2tpazJgxAxkZGXjhhRcAACkpKZg5cyZeeumlLl5dz6ZPnz5YvXq14PLo378/pkyZIohDW+4IadzMzU5KSkq363Wk1Woxbtw47N69W9jGcRx2796N1NRUxePefvttvP7669ixYweSk5Ptnufq1auoqalBnz59XLJuCsVZaEwMpdsSEhIi67/fvn17F6ymdxEXF4e4uDjh51tuuQXnzp3De++9h//85z9duDKKq1i8eDHmz5+P5ORkTJgwAStXroRer8dDDz0EAHjwwQfRt29foaXFW2+9haVLl+Krr77CwIEDBbHq5+cHPz8/6HQ6vPrqq7jnnnsQFRWFc+fOYcmSJRgyZAjS0tK67H1Sbm6oiKFQKACACRMm4MCBAwA65o6gdA/uvfdeVFVVYenSpSgvL0diYiJ27NghWNcuX74MleqGMf6f//wnDAYDfvWrX1nMs2zZMrzyyitQq9U4duwY1qxZg7q6OkRHR2P69Ol4/fXXZV1pFEpnQIvdUSi9DGe7avPcdddd8Pf3x6ZNmwCY3SQTJkzABx98AMDsjoiJicHChQsF9x6FQqE4iFuK3VFLDIXSCxD3cgKACxcuoLCwULGX08qVKxEbG4v4+Hi0tLTg008/xZ49e7Bz505hDnvuCAqFQulqqIihUHoBR44cwdSpU4WfFy9eDACYP38+srKyUFZWhsuXLwv7DQYDnn32WVy7dg0+Pj4YM2YMdu3aZTGHPXcEhUKhdDXUnUShUCgUCsXduMWdRFOsKRQKhUKh9EioiKFQKG7B2X5OCxYskO3nJO6T9corr1jtHz58uJvfCYVC6a5QEUOhUNwC389p1apVDo1///33UVZWJryuXLmCkJAQ/PrXv7YYFx8fbzGOTwunUCg3HzSwl0KhuIWZM2di5syZDo8PDAxEYGCg8HNOTg6uX79ulQ2l0WhorRoKhQKAWmIoFEo35bPPPsO0adMwYMAAi+1nzpxBdHQ0Bg0ahAceeMAi64pCodxcUBFDoVC6HaWlpfjuu+/w6KOPWmxPSUlBVlYWduzYgX/+85+4cOECbrvtNjQ2NnbRSikUSldC3UkUCqXbsWbNGgQFBVlVHRa7p8aMGYOUlBQMGDAA69evxyOPPNLJq6RQKF0NtcRQKJRuBSEEn3/+OX77299Cq9XaHBsUFIRhw4ZZVCvuyaxatQoDBw6El5cXUlJS8PPPP9scv2HDBgwfPhxeXl4YPXo0vv32W4v9hBAsXboUffr0gbe3N6ZNm4YzZ8648y1QKJ0KFTEUCqVbsW/fPpw9e9Yhy4pOp8O5c+fQp0+fTliZe1m3bh0WL16MZcuWIT8/HwkJCUhLS0NlZaXs+B9//BH3338/HnnkERQUFCAzMxOZmZkoLi4Wxrz99tv4xz/+gdWrV+Pw4cPw9fVFWloaWlpaOuttUShuhVbspVAobkHczykpKQnvvvsupk6dqtjPiee3v/0tzpw5g59++slqzueeew6zZ8/GgAEDUFpaimXLlqGwsBAnTpxAeHh4p7wvd5GSkoLx48fjww8/BGBuuNm/f388/fTTsg037733Xuj1emzbtk3YNnHiRCQmJmL16tUghCA6OhrPPvssnnvuOQBAfX09IiMjkZWVhfvuu69z3hiFYoZW7KVQKD2HI0eOICkpCUlJSQDM/ZySkpKwdOlSALDq5wSYH7LZ2dmKVpirV6/i/vvvR1xcHP7v//4PoaGh+Omnn3q8gDEYDMjLy8O0adOEbSqVCtOmTcOhQ4dkjzl06JDFeABIS0sTxl+4cAHl5eUWYwIDA5GSkqI4J4XS06CBvRQKxS1MmTIFtiy9WVlZVtsCAwPR1NSkeMzatWtdsbRuR3V1NViWtWquGRkZiVOnTskeU15eLju+vLxc2M9vUxpDofR0qCWGQqFQKBRKj4SKGAqFctOwYsUKjB8/Hv7+/oiIiEBmZiZKSkrsHufuLKCwsDCo1WpUVFRYbK+oqFCsThwVFWVzPP+vM3NSKD0NKmIoFMpNw759+/DUU0/hp59+wg8//ACj0Yjp06dDr9crHtMZWUBarRbjxo3D7t27hW0cx2H37t1ITU2VPSY1NdViPAD88MMPwvjY2Fj8//buHqSVLAzj+JOLGi3EYBXUwhSxsrATVLAUDKhVxEKxikUCioWIRIMgKH60KdKoTYxYmIBFKkXwA8FKRVuxkKhNFMQu7xYLWYT13uyy4Tqb/w+mOfMmnNM9zLznjNfr/VTz9vami4uLL/8TcBwzK/UCgP+V5+dnk2THx8df1gSDQQsEAp/GOjs7bWJiwszMCoWCeb1eW1tbK97P5/PmdrttZ2en5LmkUilzu922tbVlt7e3FgqFzOPxWC6XMzOz0dFRm52dLdafnp5aVVWVra+v293dncViMauurrbr6+tizcrKink8HstkMnZ1dWWDg4Pm8/ns4+Oj5HkB/5F/kjdKvmjsBVCxXl9fJUmNjY1f1pyfn2t6evrTWF9fn9LptKRf7wIqdSvz8PCwXl5etLCwoFwup46ODmWz2WJj7sPDg378+OvheVdXl5LJpKLRqObm5uT3+5VOp9Xe3l6smZmZ0fv7u0KhkPL5vHp6epTNZlVbW1vSnIDvjnNiAFSkQqGggYEB5fN5nZycfFlXU1Oj7e1tjYyMFMfi8bgWFxf19PSks7MzdXd36/Hx8dOhe8FgUC6XS7u7u2VdB+AQZTknhicxACpSOBzWzc3NTwMMgO+Nxl4AFScSiejg4EBHR0dqaWn5aS27gIDvixADoGKYmSKRiPb393V4eCifz/fL37ALCPi+eJ0EoGKEw2Elk0llMhnV19cXT65taGhQXV2dJGlsbEzNzc1aXl6WJE1OTqq3t1cbGxsKBAJKpVK6vLxUIpGQJLlcLk1NTWlpaUl+v18+n0/z8/NqamrS0NDQb1knUClo7AVQMVyuv+8t3Nzc1Pj4uKQ/P5fQ2tr66bMIe3t7ikajur+/l9/v1+rqqvr7+4v3zUyxWEyJRKK4Cygej6utra2cywGcpCyNvYQYAABQbr99d1JZJgAAAPBv0NgLAAAciRADAAAciRADAAAciRADAAAciRADAAAciRADAAAciRADAAAciRADAAAciRADAAAciRADAAAciRADAAAc6Q/I+pD3mSPL3wAAAABJRU5ErkJggg==\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# A small sanity check for auto-testing\n", "assert (u[45:55, 45:55] > 1.8).all()\n", "u_ref = u.copy()\n", "\n", "plot_field(u, zmax=4.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hooray, the wave moved! It looks like the solver works much better for this example: The wave has not noticeably changed its shape." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Devito implementation\n", "Again, we can re-create this via a Devito operator. Let's fill the initial buffer with smooth data and look at it:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
", "image/svg+xml": "\n\n\n \n \n \n \n 2021-04-15T19:49:13.638303\n image/svg+xml\n \n \n Matplotlib v3.4.1, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "image/png": 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\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Grid, TimeFunction\n", "\n", "grid = Grid(shape=(nx, ny), extent=(2., 2.))\n", "u = TimeFunction(name='u', grid=grid)\n", "init_smooth(field=u.data[0], dx=dx, dy=dy)\n", "\n", "plot_field(u.data[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We create again the discretized equation as shown below. Note that the equation is still the same, only the initial condition has changed." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Eq(1.0*Derivative(u(t, x, y), x) + 1.0*Derivative(u(t, x, y), y) + Derivative(u(t, x, y), t), 0)\n" ] } ], "source": [ "from devito import Eq\n", "\n", "eq = Eq(u.dt + c*u.dxl + c*u.dyl)\n", "\n", "print(eq)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "SymPy can re-organise this equation just like in the previous example." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ " ⎛ ∂ ∂ u(t, x, y)⎞\ndt⋅⎜- ──(u(t, x, y)) - ──(u(t, x, y)) + ──────────⎟\n ⎝ ∂x ∂y dt ⎠\n" ] } ], "source": [ "from devito import solve \n", "from sympy import nsimplify, pprint\n", "\n", "stencil = solve(eq, u.forward)\n", "\n", "pprint(nsimplify(stencil))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now use this stencil expression to create an operator to apply to our data object:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "output_type": "display_data", "data": { "text/plain": "
", "image/svg+xml": "\n\n\n \n \n \n \n 2021-04-15T19:49:17.035578\n image/svg+xml\n \n \n Matplotlib v3.4.1, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "image/png": 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TBAyJwFRCT9Dk83npNkTQkAgNFTSUSlABQ7EFNaOuHeXOZG07PDBHR0eYm5tDb28vrl+/XpOB0klVSHbvgZRs9/b2lpVsJxIJrK2tAUDZlO3W1lbHnqicZuJ1wj4I1ZqKjQoa5aRtKmgoSqiAoViO1jgAO4QGYH3qhed5pNNpJBIJ3Llzp6qUkZLnKYVkBrWS7ZOTEySTScTjcSwvL8Ptdp8p2XYKTno/nCZgjEZgKqElaARBoIKGogsVMBTLqNTbxa4IjJUppEwmI80yGhwctES8AOriRHlCehEOxgzDIBQKIRQK4eLFixAEAalUColEAjs7O5ifn4fP54PP5wPP8ygUCo4o2XbCe+M0AWNXWbeeoCkUCsjn81JElwqaFxsqYCiWYKS3C4nAWH0gtiqys7Ozg+npafT19aGlpcXy0uBmiMDU+wTAsqxUsg2cRr+Ojo6wvr6OdDqN73znO2htbS0bSlnPku1Gvx9ynCZgrIrAVEJZsUiOITzPSyKXNNYLh8OSj8bKSkeKM6EChlIzJOpSaRwA+T0x9FpFrZEdnucxNzeH3d1d3L59G11dXYjFYpaevF4kD0wtuFwudHR0IJfLgWVZvPTSS1LJ9vLyMrLZbFnJdiQSsfSzpIR6YLRpVGM9Ikzks7t4nscPfvADvPbaa2hpaVFNOVFB8/xBBQylakRRBMdx4DgOQOWOunYNC6wlcpHJZBCLxcCyLEZGRqQqI6v9OkarNSjlKEu2C4WCVOFESrblQylDoZDlJ1WnvC9OEzD1isBUQi5MfD6flHbiOA6lUkn6u5qHhtLcUAFDqQp5eTRwNsyrBjlg2FHyXM2a29vbmJ6exoULF3D16tWyA5rV6ZwX1cRrNT6fTyrZJlUrpMJpc3MTPM+XVTjVWrLtpPfDaQKmkaMNlJDvP7mIUkZotASNfDClU54LxThUwFBMoeztYsY4Z5eAYVlW8t4Yged5zM7OYm9vD3fv3sX58+fP3KYRAgZo/AnTSSfISjAMc6ZkO5PJSBGa1dVVMAxTVuEUCARMP0envCZOiXgAz0SBU076cgGjpJKgIfdTdgl2ynOjaEMFDMUwtQ5hlHtgrMRMBCadTmN8fBwsy2J0dFSzZNfq5njNFIFxwh4A88KBYRi0tbWhra0NFy5cgCAIUjn8wcEBlpaWTJdsOynq4aS9yCOvTkA51kAPLUFDJm0DVNA0C1TAUAyh1dvFLHaUUhv1q5CU0cDAAK5cuaJ7QGpUColiHSzLSiXbg4ODEAQBx8fHSCaTZSXb8inbXq+3bA2niDnAWQKGvC5OOamTaHA1qAkacrwjERqGYcoEDalyojQWKmAouhCHP8dxplNGatRzcjTBSMpIbU27BIzelaKTTpiNxI7XgWVZSagAAMdx0pTttbU1TE9Pl5Vsk9s55UTlxJSNU16bWgSMEuKPIcgFTbFYlL6/RNDIq5wo9YUKGIomtaaM1Kh3BCadTiMWi8HtduumjNTWNOOrqUSzpJBepIOw2+1GR0cHOjo6AJxO2Sb+meXlZeRyOQQCAfA8j0QigXA4bGvJdiVoBEYbKwWMEiOChmXZM6Zgp7xXzzNUwFBUMdrbxSxWe0vImmon/q2tLczMzBhKGRldsxaaJYXUaBHVKDweD86fPy9F6AqFAra3t7G6uorZ2VkUi0WpZDsajSIYDNb1BO4kAfM8R2AqYVTQKIdTOuW1ep6gAoZSBnHnz83Noa+vr6qqDT3siMAoRRHHcZidncX+/j7u3bsn9RAxu2Yj+sC8qOLBifh8PnR0dGBrawujo6NlU7Y3NzchCEJZyXZbW5utJyknCRgnpbOA+goYJXJBQ76/giDg0aNHuHTpEqLRqKop2CnvZTNDBQxFQhAEcBwHnuextbWFc+fOobW11dLHsMMDI1/z5OQE4+Pj8Hg8eOONN9DS0lLVmo2oQgJe3OiHGk44wMt9S4FAAIFAAH19fWUl24lEAisrK5aUbFfaixNeE8BZJd1AYwWMHPkMJ0EQ4PV6pX8Xi0Vp7AEVNNZABQylLARKDpJ2DV60ywMjCAI2NzcxOzuLixcv4vLlyzUd0OyuQlI7WDnhAOaEPTgNrfdKWbJNpmyTkm2Px1MmaKoV0wQnCRgagakMz/OSMFGL0BQKBd2ybae8106GCpgXHOU4AHlJodMnRxNIv4+FhQW8/PLL6OzsrHlNO0YJyNdTW9spKSS6h2cY3QfLsgiHwwiHwxgcHATP81LJ9tbWFubm5tDS0lImaJQl20b24pSTGo3AVEZt5ps8QiOftC2KIgqFQlmEhhiC3W43nbStARUwLzB6vV2aJQJzcnKCxcVFCIKAH/7hH675Kpdglwem0knIKSduyinVigaXy4VoNIpoNArg1JdFhlKSku22trayoZRut/7h2EkChkZg9CFR7Up7krdUUAqafD4v3UZpCKaC5hQqYF5AjPR2sVPAWHGSFkURW1tbmJ2dxblz55BOpy0TL4B90RC9kxA9IDkTK94Xt9uNzs5OKTpYLBZxdHSERCKBxcVF5PP5sinbaiXbThIwNAKjDzl2mi27Nypo1AZTOun9qBdUwLxgGO3t4uQIDMdxmJ6eRjwex8svvwxRFDE3N2fRDk+xWsDIu3zm83lMTk5CFEWpCyypYGl0BMZJB0En7MUu0eD1estKtslQymQyidnZWZRKpbIp28Fg0FEChkZg9NGbzWQGLUEjCAIVNKAC5oWCOOGN9HZxqgfm5OQEsVgMPp8Po6OjaGlpQTwer3t332o5PDzE1NQUOjs70draimQyiZWVFbAsi9bWVpRKJeRyOcMN9+zCSSfLRlIvQdnS0oKenh709PRAFEXkcjkkEgkkk0lsbGxAEAR4PB60tLQgnU6jtbW1oe8PjcDoI79AtBI9QVMoFJDP56UeNC+CoKEC5gWApIxIlZGRD7PTIjCiKGJzcxNzc3MYHBzE5cuXpedQz+Z4tTIxMYEbN26gq6sLPM9jYGAAgiAglUphe3sbx8fH+O53v4uWlpayGT0ej8fyvVCMUe8Dv7xku7+/H6IoIp1OY35+Hvl8Hu+9917ZWAQylLKe+6QRGH2sbgCqhXIsCRE0PM+D53nNsu3nRdBQAfOcU+04ANK7wGqq8cDIU0b379+XWr/XsmYlrFyzWCxifHwcAPDgwQNEo1FpSBx5rEgkAgA4OjrCa6+9JvkjVlZWMDU1hWAwKAkaO1vaO+Wg1uhUGsEJ+2AYBsFgEG1tbfB4PBgaGsLJyQkSiQT29vawsLAAr9criZloNAqfz2frnmgERh9SGFFv5FWkQLmgOT4+xubmJm7cuHEm5aQ3n83JUAHzHCOPupj9gDolApNKpRCLxeD3+/HGG2+oHpjtiJZYtebR0RFisRhCoRAAoK2tTVpfDVEUzxg+C4WC1DBN7o8ggiYYDFp+8KEppGc45XWQ92giJdtDQ0NnSrZnZ2cRCATKIjRWR/CcJhgEQahYxVVP1EqoG4Fc0PA8j3Q6DYZhwHEcSqUSGIZBOp3GRz/6UXzta1+zvHGp3TjnHadYhlZvFzM02gMjiiI2NjYwPz+PoaEhXLp0SfM52DWeoBYBI4oi1tbWsLi4iMuXL2NgYAB/9Vd/pbum1mP6fD50d3eju7sboigim81KgmZ1dRUMw0hiJhqNNtw/8zzhJCGntRe1km1iCCYRPLMl20b24jQB46T9NCoCowdprEc8MsDp+3hycoK3337bdF8iJ0AFzHMG6e1Sqwu+kREYjuMwNTWFZDKpmjJS4rQIjHz/r7zyCtrb26W1KgkYI/tqbW1Fa2sr+vv7pQ6w8nSCz+cr888044EJcEbkwwkpJIJRMeV2u3Hu3DlpBlixWJQEDSnZDoVCZSXbZo8TNIWkj1MiMHKIgJHDMAyy2Sz8fr/j9msEKmCeE+TjAKwwkDWqD4w8ZTQ6Omool++kCMzJyQnGxsY09y+fraOG2cdUSycQ/4y8YRoRNJFIRPdA5ZSTkpOEg5Nek2pO0l6vF11dXejq6gKAsqGU29vb4DiubMp2W1tbxcdxUmQKcJ6AcXIERokTqtqqhQqY54Bqjbp6sCxbZjS1Cq11RVHE+vo6FhYWMDw8jOHhYcPPgYgNKw+q1VQ2bW1tYWZm5kyVFFkPqByBqfXE7XK50NHRIUWtyNV3IpHA3NwcisWi5J+JRqOa/hknCYhG4qTXwarPt9/vh9/vR29vb1lKMplMYn19HaIolvln1E5uThMMTtyP0yIaWgImk8k0nfeFQAVMk6M3DqAWiOnLatSEQalUwtTUFI6OjqQqHbNrAtZeFZqpQuJ5HrOzs9jb28O9e/ek0L3aPmtNIZlFfvWt7C+yvr4OAGXVK0476DYaJ0Ua7NiLMiVJSrYTiQTi8TiWl5fhcrnKPiMtLS2Oel0A5wmYZorAEAHjpPfTKFTANCkk6rK2toaenh643W5LP4D18sAcHx8jFouhtbUVb7zxRlV+DbkhzSqMRkOy2SxisRgYhsHo6KiugVa+JokYKbHzil+tvwjxzxwcHGBxcVF6/ff399HR0dG0/hkrccqBvR6igZRsB4NBXLx4UepRlEwmyzxWLpcLHo8HhULB9pJtIzhNwNAITH2gAqYJIeKlWCxiZmYGXV1dlh/Y7PbAyFNGly5dwtDQUNXPgRy4rDxoGBEwe3t7mJycRG9vL65fv25ocFutj2klDMMgFAohFApJE5Tj8TimpqawsbGB2dlZqXolGo0iHA47qlS1HjyPKSQzkB5FkUikzGO1srKCTCaD73znO1LJdjQaRSQSaUjTRacJGCdGYLRKzdPptNTeodl4sY5GzwGkt4v8ZO2Efi1m1uU4DrFYDEdHR1KVTi0Y8ZdUs6bWeoIgYHFxEevr67h16xZ6enpqXpP8vZGQVAEA3L9/H4IgSIbg+fl5FAqFMrNnMBi09SDd6NeD4JR9OCFtQzxW8Xgc4XAYg4OD0pTtJ0+eIJPJlA2lrGQatwqnCRinRmDUomXZbJZGYCj2ouztQvwuTmk4Z5R8Po9EIoGOjo6qU0ZKyEHdyv1qiY18Po/x8XGUSiWMjIyYunIxEmFx0hW/cuCg3D+zubkJQRDKvBGBQMCyE6xTXgen7ANwhoAhiKIopZHkJduk6WIymZREb60l20ZwooBx0n4AmkKiNAhlbxd5Y7pmETCksdvq6ipaWlpw//59SyuGyGNYhZrYiMfjGB8fR2dnJx48eGA6nWIkAuOkE6YSv9+Pvr4+9PX1qZo93W53WUM9J3gjasVJosFJvVe09iJvugiol2xHIpGyKdtWPCenCQae5x03v0xPwNAUEsVyjPR2cblctlQLWSlgSqUSJicnkUqlMDw8jEQiYemBmAg6qwUMef6iKOLJkyd48uQJrl+/jv7+/qr2bzSF1MiTppnSdbnZk+d5pFIpJBIJbG5uYnZ2Fq2trWXeiGb1zzhFNDhJTBntSaMs2c5kMpKgWVtbAwBJ0NQSxXOagHFqCkmrDwwVMBRLMdrbxa4IjFXDHMksoGAwiNHRUSQSCRweHlqww3Ksfh2I2bhYLGJychLpdBqvvfYawuFwTes62QMjx6wYlJfaXrp0CaVSSbP7azQaRSgUctQJRwsnRcScJGCqiQYxDIO2tja0tbXhwoULUhVcMpksi+Ipp2wb3Y+TPk9ONPFqCZhsNlux27lToQLGgZjp7eLUCIwoilhdXcXS0hIuX76MwcFBWz07dkVg3nnnHYRCIYyOjtYcElZrbKeGk05U1eLxeM74Z4igmZychCAIiEQiUsrJyX0onLIvJ30urJiFJK+CIyXbZCjlzs4O5ufn4fP5ygSNVlrSaQLGqREYtdeIppAolkDGnnMcZ3gcgBM9MCRqcXJygldffRWRSET6WzUdbo1g5esgiiK2t7cBAAMDAzWVeMup9Nzt8PI4BbVUQiKRQCKRKLvyJoIGcIZwcJpocMpe7PDjsCwrCRXgdKYYETQbGxuYmZmR0pKkwsnj8UhtGZwkYJwagVFL45LKsWaEChiHUO04ALs65lYrCJLJJMbHx6WohbLKyEyHWzNYFYHhOA7T09OIx+MAYJl4AYz1gWk09diDPJUwMDBQduW9tbWFubk5uFwueL1eHBwcNKy3COAsMek0AWP3CdrtdpeNxZCnJZeXl5HNZhEMBqULJCe9V80WgaFVSJSqkfd2MTsOwCqvihKzAkaeMrpy5QouXrxYV8+OFZGddDqNsbEx+Hw+vPLKK3jnnXcsn69UaZgj4IwDcT33IL/yHh4eBsdxmJubQzqdxvLyMnK5nNRbhDTUq+fVrVNEg5METCP2okxLkpJtcrHx6NEjqU9Re3t7Q31WTovAkOg+rUKiWIa8twsJgZo9KDghhSQ3uipTRrWsa4ZaIzvb29uYnp7GxYsXcfnyZanfjpVXmmaqkF5k3G43AoEAXC4Xbty4gXw+Lw2knJ6elkpxSbqpra3NtpOpk94LJ6VJnLAXUrLd3t6Ovb09vPbaa1JTPdKniAwutftzosRpERhyzFXuiaRzaQSGYgpBEMBxXM0TpO1OIVW60iIpo3A4bMjo6gTBJUcQBMzOzmJ3dxd3796Vru7qMV9J+bo65eraabS0tKCnpwc9PT1lpbiJRAIrKytSBIecqIxWrhjhRY96aOHEnjRkKCXpUyQv2V5ZWQHDMGWGYCsbLypxWgSGnCO0IjDUA0MxhLy3Czkg1fIlsjOFBGgfNEVRxMrKCpaXl3VTRkrsatZWzbpkECMAjIyMIBAIlK0HNGZAZCOv+p1yUtJCWYorHzZIKldaWlokMdPe3m5p9VgjcZKAcUIEhqAWJVX7nJDGiwcHB1haWior2SZTtq3ck5MiMPILZSXZbLbs2NdMUAFTR5TjAGoVL4C9EQ1A/eBQLBYxMTGBTCZjujeKUzww+/v7mJycRHd3N27cuKF6AASsFxPNkkJq9B6MnqyVwwY5jpPSCCsrK5iamkIwGJQETTgcNnViafTrIMdJAsZpEZhKYopl2TODS9WErzxCU8uYE6eVdRP/i9p7RiMwlIqY6e1iBjv7wABnS+8SiQTGx8cRiUSq6o0in0Zt5QHQqAdGEAQsLS1hbW0NN2/eRG9vr+rt7IrA1PJ3SmXcbjc6OzvR2dkJ4JnRM5FIYHZ2FqVSqcwXYaSVvVPeF6cJGKecoKsRU/LGiwDKhO/a2hqmp6er7iRNouxOi8Co7adYLKJUKlEBQ1Gnmt4uZrDTAwM8M3/J2+lfvXoVAwMDVXt2yLpWfsGNpGcKhQLGx8dRKBQqDmKs54BIJU666m925LN5RFFENpuVBM3q6qrkiyCCRhlKd9J74SQB4/QUklmUwrdYLEqCZmlpqawSrlIkTy9d0yj0xggAoFVIlLOQ3i6Tk5MIBoNVn/T1YFkWxWLR0jWBZ+ktQRBQKBQwMTGBXC5Xczt9u9IklVJTJHLU3t6O+/fvG7qasqO7r9NTSE45QdqB3OjZ398PQRBwcnKCRCKBvb09LCwswOfzlflnnCYanLIXp6WQrI52KCexk0q4ZDKJ2dlZFItFqWQ7Go0iGAyeuehrBgGTyWQAgHpgKOUIgoBisQhBEKSKIzu+8HaZeIHTLyCZZdPe3o6XX3655oF8yi+5VWh5YOT9aa5du4YLFy4Yfh+sbrpnRBA55aTghMiD3a8Fy7IIh8MIh8MYGhoCz/M4OjpCIpGQ0gherxderxfxeByRSKRhaQE70q618LxFYCqhrISTj8YgJdtkKCURA055fQB9AdPa2uqovZqBChiLISkjUmXEsqxtPhXAPlMsOWDOzMzg+vXrpk78etglYNTEhnwKdqX+NGrUOwJjx2NSjONyuco6vxaLRczOziKXy2Fubk666o5Go9JVd70EhZEGiPXEaRGYeu6FYRgEAgEEAgGpZDudTkuC5smTJwCAqampstL+Rr5eWlGqdDrt6DlklaACxkK0xgHY5VMhj2H12iRlJIoibt68if7+fsvWlqemrER54j8+PkYsFkNbW5vqSINq1rR6j1rQFJIzIkBerxetra3w+/24cuWKdNWdSCSwvr6ONx/8c9X7ZVrfs3wvThMwL1oERg+GYRAMBiWbADn2BINB7O3tYXFxER6Pp6zCycqSbSNUisA0K1TAWIQ86qIsj3a5XCiVSrY8rtUppHg8jomJCelLZmVTMIJdAoY03tvc3MTc3ByGh4cxPDxc9UG/UREYJ+AEAeEE5N9nctV9NfK3dO/TmnkAwFoh4yQB47R0ltMqfkRRhNvtxuDgoFSyrZz1Je9VFIlEairZNoKegLGzoZ/dUAFTI0Z6u7hcLuTzeVse36oIjCiKWF5exsrKCq5fv47+/n585zvfcWTbf601eZ7H5OQkDg8Pcf/+fSkVUC12CC2aQmou5Cdqb/ru6S+ZyofNksjBm74LDjz282+bKsPV2gfgHAEDOMfj0egIjBKloHK5XFLaESgv2V5dXUU6nUZbW1vZlO1avYZKnsc5SAAVMDVBertUcp3b6YGxIgJDyovz+Txef/11hEIhAM5r+68Hz/PY2NhAa2srRkdHLQnRvogpJMpZhrt/Ct70ab8jj0HxQnDDhfMt78fffOs/IBQKlflnzJx0nSRgyHfXCXsBnOXHASqPEVAr2Sb+mcXFReTz+bLhpaFQqOYIk14ZNU0hvWDIxwEY6e1ilxCwYu14PI7x8XF0dHScKS9uFgGzs7OD/f19hEIhvPrqq5ZdjdlRhWTFbezGCXsAnLGPSz1/G37GAw483HCViRM5RNio/d0NF3781U9i4/jrZVUr8jb2lcL4ThIwNAKjj9mUltfrRVdXF7q6ugCUl2yT4aXyKdtmxS9wtiEpIZvNUgHzIqFl1NXD7ghMNWuLooilpSWsrq7ixo0b6OvrO/M8nNL2XwtBEDA/P4+trS10dHSgra3N0gOZXREYQRCwuLiI3d3dsqnKXq/XMSkkJ+yh0fAnL8HDsOBQ+ftVEjlJ5KjhhgsXwh9GX9+UVLWSSCQQj8exvLwMt9stfQ6i0Sh8Pl/Z/Z0kYJwYgXGSB6bWQY7Kkm3SfDGZTGJ9fR2iKJYdN4xUEWkJGJpCeoGodhyA08qo8/k8JiYmUCgU8PDhQ8020nZPuq6FXC6HWCwGQRAwOjoqfbGtxA4BUyqV8O6776JQKGBoaAjpdFrqORIMBsFxHFKplOVirNlotIDiT15CCQI8MPceVBIxXPoWhLYpqWrl4sWL0lyeRCKBra0tzM7Onmljb8XgV6twkpgCnJdCslJQKZsvyku2E4kEnjx5Ik1jJ/+plWxriSriv2lWqIAxQK3jAOwWMGbWPjw8xMTEBDo7Oyt2pLUzhVTLCerg4AATExPo6urCjRs3pCFldpdm10qpVMLBwQE6Oztx7949CIKA7u5uAM9m9szNzeHJkydYXl6WrrKMpBgo1lKCgIDM76IlSgjyKI2aiMmJz6oQPU9FDEE5l6dUKkkN9YgnorW1FaIo4ujoCKFQqKHilggGp3wen7cIjB7Kkm35NHbSTdrr9ZalJ30+n66Jt1nnIAFUwFSkmpSREjs9MEZNvPIhhlopIyV2VAuRdat5PeRpr5deegl9fX1la1pdqm6VKCKl3fF4HNFoFHfv3oUoimUjIMjMnidPnuDGjRvweDxlKQaPx1OWYrCz7NIpJ6ZGkT+5XvZzVuTggfrnwM+oDzOVixi5eCHr4eQ6WoJzqvf1eDw4d+4czp07d3r/XA67u7vIZDKYnJws6/oajUbr3ojMST1ggNNjm9mhsnZST0+Ochq7smR7dnYWgUAApVIJ6XQapVKp7LXKZrOS96YZoQJGB9LbpdYhjHZHYCr1Zcjn8xgfH0exWNRNGamtbce+qxEGxWIR4+PjyOVyqs/BqREYnucxMzODg4MDdHR0IBwOG1q3ra0NbW1tGBgYkA5KpIHazMxMWZVCJBKx/IDZ6BROoyDiJcC4T4UGoJtGIuLEw5y9DQceJfHsZ9IDFiUNQaSG3+/HuXPnsLGxgR/6oR9CJpNBIpGQur663e6ygZR2N0lzYsrGSYJKK9pRD5Ql2ySaNzs7i4ODA2xsbAAA/vN//s/4sR/7MUs8MG+99RbeeustrK6uAgBu3ryJ3/iN38Cbb76penuGYX4ewBcUvy6Iomj6g0sFjArK3i61TpC2W8AA2iYtkm45f/48Hjx4YKq/gFOqkJLJJGKxGCKRCEZHR1Wfg129ZWpZM5vNIhaLgWEYjI6OYmlpqao+MMqDUrFYRCKRQCKRwMzMDDiOK0s3NXNrcDmNfA5ZjWojNUoQUBLLU07yv6kJIA9Y5HWiMErkHhi5uBUE4UyTNL/fXyZurY5OODECQ/ejDonmLSws4KWXXkIgEMDc3BxOTk7wmc98Bvv7+5icnEQ2m8WP//iP4+HDh2cM5JXo7+/Hb//2b+PKlSsQRRF/8id/gp/6qZ/C2NgYbt68qXW3FIBrsp+rOtBSAaNA2dvFilyvnaMEiNJXCgJS6bK+vn4m3WKURntgRFHE2toaFhcXceXKFVy8eFHzvbCjeqeWNQ8PDzE+Po6enh5cv35dEsFWdOL1er3o7u5Gd3e3VKVABA25Iidixu500/MEib6cCAKCVZyAsiJXJmKMiKCD46s4F16oeDutCKvcwDk8PAyO46SKleXlZeRyubJoXTgcrvnkSiMw+vA8b1oE2A2JCnm9Xty5cwdf+tKXAAAf+tCHcOPGDSwvL+OP/uiPcHx8jB/6oR/C7/zO7+Dll182tPZP/uRPlv38W7/1W3jrrbfw3e9+V0/AiKIo7tbwlABQASNhtreLGVwul23tt9WGI5KUUalUwsjISNUhwkZGYEqlEqampnB8fIxXXnlFMjhq4ZQUkiiKePLkCZ48eXJGOBrtA2PmMeVVChcuXJCuyBOJBDY2NjAzM4O2tjZJzITD4YrhbSecnOrdqn776BqiLuaMeKlUhaRMBSlFDLmNfJ0jgUOEdZsSSkZfD7fbXeafKRQKUrqJ9BSRl+C2tbWZfp2dJhjofiqjldbK5XJ488038TM/8zMQRRGzs7P47//9v0vR3moe5ytf+QoymQxGRkb0btrGMMwaABbAYwCfEUVx2uzjUQEDSIZKnuel4YtWHjzJB0crzVMLymGRahU61eJyuaQ0mpVUEhupVAqxWAx+v9/wIEY7UkhmxQSZfn1yclLW0VhrPfKz8rNWy/OQX5FfunRJ6vKZSCQwOzuLUqlkKN30InpgTiwSwGqRF6WISQjPbrN9dA29kXndNauNevh8vjM9RYigWVlZkT4v8qnJlaApJH2cVhVFZsQp9ySKYpkHhmEYvPTSS3jppZdMP8bk5CRGRkaQz+fR1taGr371q3rrzAP4BwAmAIQB/C8A3mEY5qYoiptmHveFFzAk6vLo0SMMDg6ip6fH8sewU8AApyctjuMwPz+P9fV13Lx5E729vZasW+8IzObmJmZnZzE0NIRLly4ZPmjbsVczAubk5ARjY2PSKAM134FyPTXxYnXUQd7lU5luWllZkUp4iaBxWui7HmwfXYOHOfs+J3gRPuasGImwlb/DGUFAq8pJ9UgoX+9UNFV+z62ISKlF60gJ7s7ODubn59HS0lImaNQ+xzSFpI+dZdTVQC5utUYJWFFGfe3aNcRiMRwfH+NP//RP8bGPfQzf+MY3VEWMKIqPADwiPzMM8w6AWQD/GMCvm3ncF1bAKHu72Gm0JV92O428k5OTAFBTykht3Xp5YEi1zv7+Pl5++WVpTohR7PLAGHn+29vbmJ6exuDgIC5fvqzr06m0np2dePXSTUQ4tra2Sr/3+/0NvZKsx0ly++gaMqIbEea0mijIskjw+q8/ESFqAgU4FS9qHAg8iBxggbLkU6UojF3pZ3kJrnzI4MrKCqamps74Z0g6nAoYbZwYgQHUBUw2m0UgEKj5MbxeLy5fvgwAePDgAX7wgx/gc5/7HP7wD/+w4n1FUSwxDDMG4LLZx30hBYxabxe7BYwVQxfV2N/fR7FYRDgcxr179yz94tQrApPJZBCLxeByuTA6OmoojK2kER4Y+SiDu3fv4vz58zWtR6hX+kaZbiqVSpJXYmVlBYuLiwiHw1J0phq/hNPJiOWHQLl48alEZeQcCad/j7Dqr4lWFEaJhxFREhksJm/iSru6DaAeokE5ZJA0V5SnH8PhMDwej22evmpwmoBxYgRGzRZBUkh2NLITBAGFQsHQbRmGcQG4DeC/mn2cF07AaPV2sUtgEKwWSIIgYGFhARsbG/D5fBgYGLBc9ddjFtLu7i6mpqbQ19eHa9euVf3Fr3cZNTFKcxyH0dFRQ1cxVlUh2YXH48H58+cxNzeHO3fuwO12S+mm1dVVsCxbVt3U7OmmWPxltLJAhD2NvhwJHrSqpIwqcSSImiJGfhsAKIGB52nFqDIKo/fYjRALpLmivNotmUxie3sb6XQa3/rWt874Zxrx+XWagHFaBEbLwJvP58HzfM0C5tOf/jTefPNNDAwM4OTkBF/+8pfx9ttv4+tf/zoA4KMf/Sj6+vrw2c9+FgDAMMxvAPgugCUAEQC/AuAigM+bfewXRsDIe7sQE5r8y2aXYZVgZSm1cg7Q+Pi4I/q1mFmX53nMzc1hc3MTt27dklrqV0s9y6hJX5qOjg7cvHnT1MGqmj4wjYBhGAQCAQQCAfT390t+CeW8HiJmIpGIpQfterwGreyzTshHgrleKSWFb4WIGGX6yKooTKONs/L0I8Mw2N/fx/DwcFkLe5/PVyZo6lW+7zQB48QIjNYYAQA1T6Pe39/HRz/6Uezs7CAcDuPOnTv4+te/jg9+8IMAgPX1deXr0Q7gjwB0A0gCeA/AqCiKM2Yf+4UQMIIggOM43XEAdqaQyPpWiIG9vT1MTU2hu7sb169fh8vlckzDOaMIgoC9vT14vV6MjIxYMs69HiZeeV+aq1evYmBgwNQVp3w9vfs1WsBo9Rshfonh4WEp3ZRIJDA/P49CoSC1tyeTwZ2QXtCCRF+AZ+JFHgGplD5S40gQoSaDtjkWAfbZsaWaKIxT0jUApIqWcDiMcDiMwcFB8Dwv+WfIcFJSvt/e3m65wJXjNAHTLBGYTCYjXajUwh//8R/r/v3tt98u+1kUxX8O4J/X9KBPea4FjLy3S6VprnZHYGoVSHK/xc2bN8uqpZw8NVrJ4eEhtra24PP5MDIyYunUVjsFDMdxmJ6eRiKRMNSXRms9vZ+Vj+lkSLrp/PnzEEURuVxOSjetra2VledGo1Hb29ubRR59aTQH/LPXJsIWVKMwThIwalVILpcLHR0d6OjoAICy8v25uTnJp0c+D8Fg0LLn4zQB00wRGKdfaFTiuRUwynEAlTrqut1uw6ajaqhFwGSzWYyPj0MURdWIhV3+HSsFjCiKWF5exsrKCjo6OuByuSw3HNtVhZTJZDA2NgaPx4PR0dGqvR9O98DIMdtMT5luOjk5QTwex/b2Nubn5+H3+8vSTUbaCdj1Wrxz+DrOuYAjwY8Im7Ns3axw+nkOs2cvhLKCSzUKs8eXC7t9PqAqrpwkYIyks5Tl+7lcThI06+vrAFA2Mbla/wwxEztJMDSLoEqn000/duS5FDAk6qLlvlbDznb/ZP1qxMDe3h4mJyfR29uLa9euqZ70nZ5CKhaLmJiYQDabxeuvv454PI6jo6PaNyjDLg9MJpPBo0eP0N/fj6tXr9Z0YHJaFZJdsCwrpRdIuuno6AiJRAKLi4vI5/O2XY3XA6X/Rcmx4JZEzLGgfYhVihdCRvCeicI4ScCY7QMjF7h9fX0QRREnJydIJBI4ODjA0tJS1dPWyfHJKYJBq2lcI9HqP2ZVCXUjea4EjLK3i5mOuvXwwJhZX54yqmRytWvvVoi6o6MjxGIxhEIhjIyMwOPxIJlM2lIxZKWIE0URx8fHSKVSuHPnjiUNDo1GYBotYKw+UZKBcqS9PalmkV+Ny6ub7Ew3nUZf0jgSykv15d6TI6E8wsYyIs6xtUdnlVEYHgxcihl2XoZHUTx78nOSgKk14sEwDEKhEEKhkOSfUY6/IAZx4p/Ritg5UcAAztkPQCMwTYFabxczb4zb7XaMgCFTjAEYKtF1YgRGFEWsr69jYWEBly9fxuDgoPR+NLprbiVIxCiTyaCrq8uy7szNlEKyE/nVOEk3JRIJqRssSScEAgFwHGd592oiXtTSR/t8AF7m7Pf04KmoMSpk5FEYNQ40oi+EjFAegXCSgLG6E69y2rrcIE4idqFQqCxip5wB5xTBoNc0rlFU8sA0M8+FgBEEAcVisaYhjE6JwJC+KL29vdIU40o4zcTLcRympqaQTCZVDa92GG6tEkXHx8eIxWIIBoPo7++39HVtlggMUN9meiTdRLrBkknKyWQS3/rWt6STV0dHR03ppncOX9f82z5vLJR+IPhQElmcc+XLfk/8L3LWuOAZkaSMwujxrcMR/HDnacd1JwkYuz0ncoM4AMkgnkwmsbm5CUEQJP8MubhzymtDjhdO2Q+gLWBIBKaZaWoBQ1JGpMqoliGMdguYSidYQRAwNzeH7e1t031R7EwhmRUFJycniMVi8Pl8moZXp0ZgSDv9S5cuYWhoCEtLS5ZXpr0IHphaINOU4/E4PB4Pent7peqmjY0NACirbjLbtdmjEl3Rg1WUU5fE0xP3Ad9yRsQYRR59MZpGcpKAqXeZsN/vR19fn+SfSafTSCQSiMfjWFpaAgDMzs5Kn4tGNlgkr41T3ivgVMCozbTKZrNUwDSKWlNGShoZgSEpI4ZhDHd1lcOyLEqlkhXbLIPMPTF68Nza2sLMzEzFmUB2VgxVgyAImJ2dxe7ubtkcJqsjRc2SQnLCHoDTfShPXqS6iTRPa2lpkcRMe3u7ZrrpKztvopVtxTl3CkB5+kiZrjGKERGjVumUEXxoNZCKCjJ5KQrjpAGKjaz6YRgGwWAQwWAQFy9exPHxMcbGxuDz+coaLBIxY7TizSqcVkINnO5JzVdGU0gNQh51qVQebZR6CJhi8Wx5pBWt9O1MIQGVr7hIV93d3V3cu3dPMmvqrWtHCgkwf6Waz+cxNjYGURTPzGGyOp1jZF9OSSE1GrXXQG7+lA8fTCQSWF5eRi6X0/RK9HkSOOLPXm0e8G0IMM++l2r+Fz1WS2Gcd6UN336fP3vCUIvCHPBBnHOdSD87LQLjlL0Ap1G7S5cuAUBZxdvS0pL0mSCCJhQK2SownNbEDtBPIVEBU0fM9nYxQz1SSPL1yUl/Z2cHt2/fRldXV9Vr29kHBtD/UiqjR0ZC+nY1nQPMHejj8TjGx8dx/vx53Lhx48xztDpS1Exl1E7YQyWUwwfz+bxmuunIXS5eDlSERLXs821nRIy8yslMv5ktLlL28wnvx/937wO4Kf4nx4gGJ/VdUfZcUVa8kc9EMpnE5OQkBEGQOkZHo1HLq3CcGoHRMvFGIpH6b8hCmkbAkN4udrnOiQiw60pHLjLI9GWWZatKGSmxswoJgOba+/v7mJiYMGU4JuvaFYEx0kRKFEWsrq5iaWkJ169fx4ULF1RvZ0cEpllMvM1IS0sLent70dvbW9Zr5B3242gFpPSREzCSRtrmTs3vEVeGRmA0qPR9V34mMpmMJGhWVlbgcrnKGurVWsLfTBGYXC6H/v7+BuzIOhwvYMg4gM3NTSSTSVy/ft02gQFoN/2xYn2e57Gzs4OpqSlcuHCh5sZoyrWthrzOSrEhCAIWFxexvr6OW7dumS4ztssDQ/amB8dxmJycxPHxMV577TWEw2HdNe0UMGrrO+HE4IQ91Io83TSzVy4UDrgQIq7TQXby9JESLQOvGmpRGDlHgl+1v4scZfTFw3AoiafHIidFPZy0FzNdbxmGQVtbG9ra2jAwMFA2oFTeMVrun1Ezv+rRTBEYWoVkM3KjbqlUQjqdtu3gSt5gO/pOAKdfnpOTE8zMzODu3btSiaAV2BWBYRjmzNr5fB7j4+MolUoYGRmpKodqtwdGi3Q6jbGxMbS0tGB0dLRit89GRGAAZ6RvnLAHKzg175b/joiXWskoGt4REaNskqd3fxKFWeeicEH9O3HC+7Hd+k9xP/252jZsEc0UgdFDOaCUlPCTMv5sNlvmnwmHwxUfy2ljBADaB6YhiKKIYrEoKVqPx2PrsEVSxWRHJCOdTmNxcRE8z+OHfuiHTJd+VsJO/45cbBDPSEdHBx48eFC10LOrjBrQPvHu7u5icnISFy9exJUrVwwbahtRhfS8iIdaseIkecwHylI18uiLkgM+WPaz62kEptd9ZPjx9vk2TSPwidCCIFtd6TXgnMiYk07SVu6FlPAT/0yhUJDSTdPT0+A4DpFIRKp4UxuEqCUWGolWWouWUdsIOZATYWG3yRawxwy7vb2N6elpdHZ24uTkxHLxAtgXgSFr8zyPJ0+eYHl5GdeuXcOFCxdqOpjaZeJVW5ekuzY2NnDnzh1TZulGeWAo1kSAvrLzJno95eJFDeI18TDqF0jbT1M751zVe2jiKhVQhK2nj8+DPROFkaeRZoO/iMv466r3YBVO8+PYJaZ8Ph96enrQ09MDURSRzWbL/DPyievt7e3w+/2OEncEGoFpEHKvhMvlsjUCY/Vj8DyP2dlZ7O3t4e7du/B4PBgfH7dkbSV2DqJkGAZzc3MoFAoVPSNGscMDA5wVCIVCAePj4ygWi6pTvCthxz6bIYXklJNTrSijL2oQ8VKJoujCFteOPnfSiq1JLBa7ETDSE4bN40Swb0aUGZx0kq7XXhiGQWtrK1pbW3HhwgXVERgtLS1wuVxwu90olUqm/TN2QJq9KgUMMTQHg0GNezYHjhYw8hOS3bOKAOtSMel0GrFYDG63WyotPj4+tm3/dpVRHx8fo1gsSp4Rq76QRBhYfSUnj0SRIZKRSAT379+vKt31IveBccIe7ECePlLrC0NwMerPv5KIISKjQyNNVWsayQk0q4nXStRGYBwdHWFlZQWZTAbf+ta3EAwGy/wzjUgt6c1mymQyNIVUL+qRQrJCJJFutAMDA7hy5Yr05bJLZAD2TGLe2NjA/Pw8PB4PhoeHLb2aMNogzywkhbS+vo75+XlcuXIFFy9erFok0RRS8/KVnTcBaLcn2CpFDXXDVb2vyUiMXvpISaU00h9u/jT+cf+fGl7PDp4XE6+VkJ5EiUQC7e3tuHDhgmQInp2dRalUQjgclgRNLTO9zEDOZzSF1GCIALDzA1uLSOJ5HjMzM9jf31ftRkvWtiN/bKW44zgO09PTiMfjuH//Pubn5y2/GrdTwCwtLeH4+BgPHjyQptvWst6LWIXklJNTLfs45gPo9ZwVGVsl9c+Elv9Fi+XieXS7jzX/HudbK0ZhSPoqK/gMp5GcAI3AaEPacPh8PnR3d6O7u1vyz5AJ2+vr6wBwxj9jx/eO53nVhq8khUQFTJ0gKQA76+yr9ZKQlJHH48Ebb7yh2gyJnKjtaHRkVUpG/jxGR0fR0tLSkIqhashmsyiVSsjlctLea8XOKiRBELCzswOfz4dIJCJ9pp2SQmpm/m9r/2eE6xCt3+XCVYsYM6wVz6mKsUZBIzDaqB3f5f6Z/v5+yT+TTCalmV4+n69M0FRq8WAU4n9Rvl/ZbBaiKFIPjJ3IX3R5ozm7zFHVpJBIyujixYu4fPmy5peJ/N6OMjsrIhqkwV49Ul+VOvya5eDgABMTE2BZFteuXbNEvAD2RWCKxSJisRiy2SwEQQDP89LBi+M4R5RhNlpE1fL4Yddp2/4D7vTgfM59onfzmjAiYsxC0khrxWdR3O1SO0qiC1F3uuFpJKdFYJzwfSEYucCW+2cGBwfB8zyOjo6QTCaxtraG6elptLW1SWImEolU/Ry19pPJnApr6oGpE6SU2s5KJDOpGI7jMDMzg8PDQ0MDDOURGKuRizuzH3RBEDA3N4ft7W3VBnt2RWCsiG6IoognT57gyZMneOmll/DkyRPLTcFWn8h5nsejR48QDAbx2muvgWEYqTzz4OAAyWRSmgJeacIyxRzyxnN6/helgbdSB12CmSqh+UIPgrJJ1so0kly8KIm4soYfxw6cFoFxQrUPoRpB5XK50NHRgY6ODgBAsViU0k3z8/MoFAoIh8PS8UA+pLQSeiXULpfLsou9RtFUR8Z6TIw2sv7JyQlisRi8Xq/hdAXpamv31Ggz5HI5xGIxaRKz2kwmO+cs1bJuqVTCxMQE0uk0Xn/9dYRCIaysrNS98ZwZEokESqUSBgcHpcoFQRAQDAYRDAZx8eJFLC4uIpPJSH6efD4vHbw6OjpUm2dZjVNOTtVA0kdKT8t2qR1hi078eaH8hLnLhTUF0QEXsnQGU4JrQ9RtfPq1HTgtAuOUvQDWWBy8Xi+6urrQ1dUFURSRy+XO+GfkDfUCgYDmd1ZPwLS2tjrqtasGRwsY5ZvidrsbGoERRRFbW1uYnZ3F4OAgLl26ZOoDYOfMIrNdhEnapbu7G9evX9e8arBzTEG14uDk5ARjY2NobW0tK+9u1PToSshnR7lcLly6dElzXZfLBZ/Ph6tXrwI4FZmJRALxeBxra2tgWVYSM9Fo1LJc+fNCmm+RUkgAUBLd2C7p93rZLrXjovegpsc1MpxRyQnfohqFWSueTtd2Qf0zslmMNjSN5LQIjJNOwnYUJgQCAQQCAfT19ZUNKT04OMDS0hI8Hk+Zf8bnexZp1JuD1OwGXsDhAkZJPSIwhYL6QUieMnr55ZfR2dlpen07O+Ya9aqIoojFxUWsra3h5s2b6O3t1b290yIwpLPx0NAQLl26VHYgbVTVkB7FYhHj4+PI5/O4c+cOpqamTN3f7/ejr68PfX19EAQBx8fHSCQS2NjYwMzMDILBIKLRqOFZLUZptAcGqC4S1OetzuwqT9mwzOnnctB7WNVaSpRRmEqCSgsPw6P0NJ2V5lsQi8Wk9761tbUuooIUCzhFNDhpL4D9wxzlQ0qJf0Z5TGhtbZXETKlU0hwjoBZxbzaaTsA0IgJDUkY+n6+mCpd6zSzSgnSmLRQKePjwoSEHulMEjCAImJ+fx/b2tqbnyOq91ipgTk5O8PjxYwSDQYyMjCCXy9U0C4m0Lm9vb8elS5dQLBaRSCSQSCQwPT1dZgbu6OiwZWxFvajmdf9XTz6OPhMBKRLp8GjMLlp9+ncjFUDHfOBM6bbW6AIje9IjwBaRFbz4Xue/xcP4r+PJkydwu92SmFFehVsJeV+cEoFx2vTnekeEXC6X9L4Dp6l1km5aXFxELpeDx+PBysqK1H+GZVkphVTL+/jWW2/hrbfewurqKgDg5s2b+I3f+A28+eabmvdhGOZnAPwbAIMAFgH8miiK/7XaPThawKilkOrpgRFFEZubm5ibm8Pg4CAuX75c0xtup4CptHYikcD4+Dja29tNdaZ1goDJ5/OIxWLgeR4jIyOaVw5OisCQqi55pMjqYY5er7es10Q6nUYikcD+/j4WFxfR0tIiiZlIJGL4PXfKyalajPR0MSIUAKAkurBW7MTFGqMxWl4YZRpJDg9GM41EuHv3rmpkjlSxWN0Flnw2nSIanJZCavQwR4/Hg/Pnz0vFGAsLC0ilUshkMtjc3MRnPvMZtLW1YWhoCC0tLTW13ujv78dv//Zv48qVKxBFEX/yJ3+Cn/qpn8LY2Bhu3rx55vYMw4wC+D8AfBrA1wD8HID/wjDMfVEUzYWmn+JoAaOkniZeZUM34hCvBbuHLqqtLYoiVldXsbS0hKtXr2JgYMDUB9Yu47HRKqRkMolYLIaOjg7cvHlT9+Bg9etbzXqiKGJhYQEbGxtnqrrs7PHCMEyZGZi0No/H41hcXJTMwMQ7Uw8zcL3xMaWyn3eKEXR6Tg2vcgPvIacdeSTpIyVExCgNvEq2S+1V92zZLJ5eRfvYkuZt5GmkrcJpKkotMkeuwuVdYDs6OjSnKBuFfB+c8tlxmoBxWlk3y7IIBoO4du0aRFHEv//3/x5f//rX8Vd/9VeYmZlBX18fPvCBD+ADH/gAfvzHfxx9fX2G1/7Jn/zJsp9/67d+C2+99Ra++93vqgoYAP8MwF+Kovi/Pf351xmG+SCAXwLwi9U8v6YTMHankDiOQyqVQiwWg9/vxxtvvGFZOLbeEZhSqYTJyUmkUim8+uqriEQiptdlWRalkvYBtVoqGW5FUcTa2hoWFxcNT8BudASmWCxiYmICuVwODx8+PGOSk6+n1h2zmsfUgrQ2J16tXC6HeDyORCKB1dXVstCzmhnYCR4YM/yrJx+HjwEOS23o8R6ViRc568UOBNhiVY+xVuxEl07Pl0occCFJfNRKgC0CbuC3Vz6Gfzn0J2V/U1axkDL9RCKBlZUVuFwuKdUYjUZNHd+cFoFxkgdGFEXHCSp5RIhhGIyMjGBkZASRSATvvvsuPvWpT+Gv//qv8fu///v4hV/4Bfzqr/4qPvvZz1b1OF/5yleQyWQwMjKidbMRAP93xe++DuBvm37ApzhawNQ7hcSyLPL5PL73ve+pmkRrpZ4emFQqVVapU221SiNSSCT6lUgk8Morr6C93ZjpsZEeGKXfRStdY2UKyQx+vx/9/f1SJ1A9M7BTxEu1372dYuTM79aL6hFULf+LFuvFTgxUSCcRk67RtU/4Fhzz1Rkqs4L+91ptivLx8TGSyaRUUUlMn9FotGLTNBqB0YYYnJ0UgeF5XvXYn8lkEA6H8aM/+qP40R/9UfzWb/0Wksmk1ODOKJOTkxgZGUE+n0dbWxu++tWv4qWXXtK6eTeAPcXv9p7+viocLWCU2CkAOI7D2toaCoUCXn31VUtSRkrsFjBk1hI5MA0PD2N4eLimg42dvWvUxEYmk8HY2Jg0zsDM1aFdEZhKeeLd3V1MTk5WFL3yEQqVbmMnWmbgeDyOqakplEolrK2toVgsIhqNOt4M/PGpX8GFOhZUKEWMmvgwK4zkFASPlEYy4oMxg/y9Hx4eLjN9kqZppMeIWqqRlFA7RcA4ycRLjmdO2Q+gndJSm4NEPhdmuHbtGmKxGI6Pj/Gnf/qn+NjHPoZvfOMbeiLGUppKwLjdbs0y51ogKSOPxwOv12uLeAHsL6PmOA5TU1M4ODhwvG9HzQOzv7+PiYkJ9Pf34+rVq6YPBHbMLtJDz++it14lQVTvCIjSDPy9730Pfr9fmtPS0tIieWfa29vrcoVp5jW4EEie8b/I2Sq2o03DKFstlSIxe6UwujzHZ34HoKZGdKv5DvT5jqSfw+4c/uncP8X/fv1/r2o9uemTNE0j6abV1VWp75A8OuekE7ST9kMu9JyyH0C/D0w1rUCUeL1eXL58GQDw4MED/OAHP8DnPvc5/OEf/qHazXcBdCl+1/X091XhaAGjPMhbHcEQRREbGxuYn5/H8PAwzp07h+9973uWra/EzgiMIAhYWVmB3++3bJghYG8KiZykRFHE0tISVldXcevWLfT09NS8phXoCY5SqYTx8XFNv4veepVu08gUDhnZce7cOZw/fx4cx5WVZebzed0rdKdRi3hR+lUKCgOvkXSSEYh5V6saibCaP70g2SpEpL2d954g4snp3c0w8qZpJNWYSqWQSCSwtbWFubk5tLS0QBAEHB4e1k3M6uGkFBKZ/OyU/QDaAiabzdrSyE4QBL0gwyMAPw7g92S/++DT31eFowWMEis78ZZKJUxPTyOZTOLBgweIRqPIZrNSGsaOg7JdAmZ3dxeJRALhcBivvfaapV8guz0wxPiazWYxMjJS05fKrgiM8iAp7wT88OFDw7NYlFO4tUy8TsLtduPcuXNS3x25IdSIGdhutNJHBdGDreLZcLiegVerAkkPPe+KWhTGKPI0EvBMvNQTlmURiUQQiUSkdNP29jZWVlawsLBQNqOH9Bip9+fXSQLGSXshVBolUAuf/vSn8eabb2JgYAAnJyf48pe/jLfffhtf//rXAQAf/ehH0dfXJzcFfw7ANxiG+WUAfwHgIwBeAfCPqt2D4wWM/IrUKgFwfHyM8fFxBAIBvPHGG9JBlxgv7SqFY1kWxWJ1FRBqkOZuW1tbkgHP6i+QHdOogdPXIpvN4tGjRwiFQhgdHa15aKHVERjyWsrXJH6XavoCKQWM1l4bbaLVe07KK3RiBl5fXy8zA3d0dCAUCtX0eTTy2l4IVFeybBXHfODMjKUEpy/Czc4zepI7d0ZckXLqtdxp9KaWNJJRPB4PIpGI5E8jYpZMUSb+GiJo7B4U6LSqH6eVUAP2Cpj9/X189KMfxc7ODsLhMO7cuYOvf/3r+OAHPwgAWF9fL3tvRFF8h2GYnwPwbwH8O5w2svvb1faAAZpAwMiptYxaFEWsr69jYWEBly5dwtDQUNlBspapzkawUgzkcjmMj49Lzd3W1tYa3nDODLlcDnt7e7hy5cqZ96Fa7IrAECMvmWd0584ddHUpU7nm1tO7TaMFjFHUzMCkVHtychKCIJRFZ+wyAxP/y0ExiHPeE8P3q8VoaxQzURi1pnZrOX2fgt9VQo73WJZGqoR8DpJSzJIZPTs7O5ifn4ff7y+rbrJ6qrrTSrqdZCgm2JlC+uM//mPdv7/99ttnfieK4lcAfKWmB5bRVAKmljLqUqmEqakpHB0daZbmkg9fo7rlGuXw8BDj4+Po6urCjRs34HK5bB0UaaUoEAQBMzMzODk5QXd3N4aHhy1b2+qKKXKglqe5jPpd9NarJGCcQDUiyuv1oqenBz09PVJn4Hg8LpmB5Sc0K/wTyvSRGfECnHpctgoR6WeWETHYYs7TcsK34IRvQb83oXs7YuBVQvwvzYJWxINlWYTDYYTDYWnSutI7ZXW6yWlVP06NwKi9PmpVSM2I4wWMFSmk4+NjxGIxtLW1laWM1B6rHqXO1SKKIpaXl7GysoIbN26gv7+/bG07Gs5ZHTWKxWIAgK6uLsuvyO0oowaA9957D21tbRgZGTHsd9Fbr9IemyUCo4e8M/Dg4GDZCY34J4gZuKOj48xcFqOvQbwYgOdpeoUImO1CGB3erN7dsJrvUI3ArOZPIx5mhcxmMaopYtTEi5E00kKmGz72NOIsiGxFj0490khGq36U3il5ddP6+joAlInZao4FThMwzRKBEUURmUzG0Cw8p+N4ASPHrIlX3s1VLWWkRiPnFelBphqTqhflh6/e/VrMEo/HEYvFpKjRwsKC5akpq9Nde3unPZfOnTuHGzduWBYdcXoKyY4okPyEJi/XjcfjZWZgUq5thIC7cksFZQWSUTPsUvY0RXjRfypklBVIVqDmldGbjaREPlbgqORHumSv5wQoTyGZQTlVXSvdRFKSRtJN5HjnlKil0yIwgiBoNtazwgPjBJpKwJBogBHjlryNvplurnYLmGpOsMlkEuPj4wiHw5pRADvNtrWsK4oiVlZWsLy8XBY1sjo1Rda04uQvL+sGgIsXL1rm0SHrV7pNo7FTRKmV6x4fHyMej2NtbQ3T09Nwu90QBAHBYFDVDPzxqV9BQHH02i6cRjq0oi/7Rb0ZSOrPdy3XKYmYSmwWo6bGFOh10V3LGa86Ij6YemBF3xWtdFMymcTy8jJyuRxCoZAUoQmFQqrfC7IXp3xnnBaBIeexepZR1xvHCxj5h5Oo8koflKOjI4yPj6Otrc10G30nRWDkEaQrV67onkidMDVaCcdxmJycxPHxMV577TWEw89C6SzLWj7XyorXoFQqYWJiQprp8ejRI8tO5s+bidcq5GZgACgUChgfH5cuQkRRLKtukacbPAZLn9dyUfhd1aVY13Kd6PZVPwMpXjq90u3wlLdpT3EtCLn1oy0FwW0qjWQ31UZg9FBLN5F048bGBgCovv9OqkACnBeB0RIwgiBQD0wjkFcJqUUh5Cf8y5cvY3Bw0PSXzSkeGHLy1zMdV7u2GaoVBel0GmNjY2hpaVEVkVaXPAO1n/zT6TQeP36M1tZWKdJll69G+W85L5qAUeLz+dDS0oJoNIq+vj4p3bC7uyuZgaE49pZE9RMZKTNWYrYCaSPfjgst5SXbJ/zZlM1uMYRub8rU2lZitw+mHp1v/X4//H4/ent7IYqi9P7LO0OTMm2nRF8AZ0Zg1CJUZN4RFTB1hnQ5VLtyLxaLmJqaqmnyMuCMFBJplEamYRuJINmZQjIyD0gO6ZVy8eJFXLlyRfV+dkSMaklL7e3tYWJi4sye6z3h2gkHZCfsgcAwDEKhEEKhkGQG/sW5Txvyv1iNmoixg7l0t+FokdwH0+bJ2+6DsSMCo4fa+390dIREIoHNzU2USiW89957ZdVNjRIRTosI6ZVQA1TANAS1UuqjoyPEYjGpIVot3UAbnULa2trCzMyM6UZpdqaQAGPhUUEQsLi4iI2NjYq9UuzwwFQT1ZH7XW7fvo3u7vLBqI0QME6IwDR6D1qPb6aXyEa23XKhY0TEaEVh4qVWKY20WwwBMJZGMkK9fDCNnj3kdrvR2dkp/Tc3N4eenh5J0JB0I0k5BQL1m/JpV/+watFrYufxeEwNynUqjhcwevOQRFHE6uoqlpaWKnpEjNIoAcPzPGZnZ7G3t4d79+5J+WAr1q4FeW8cvS8n8S0Ui0WMjIxUdLg7IQIj97uoVXZVs6aRPeqNEgAaLx6ahaNiAOd8aRwU2hB5atzNcj50eLM1iRdOKP+cK9NT9YrEELR8MKuZU6MvJ7C42PashPunH/86/vT+v7FlL/WOwOghCALcbjd6e3vPpJv29/exuLgIn89XVq5dSxsEI/tpBgGTTqfPtC1oVhwvYJSQbrzFYhGTk5NIp9M1pYy01rcDEiFQhhqz2SzGxsbAsixGR0er6olQjwiMFkdHRxgbG0N7ezvu379v6CrZDg+MmTWJR8fv9+v2d3kRU0hO5uNTvwLgmXhRYyN71i+ml5LRqkDSQ83/kuKe/Y5EYYiBlyCPwqixlYsAAHK8R3fP69lyb89aOorz/hO0eayduq2k0REYOcrjqDLdxPO8VN20srKC6elpadQFqW6y8rnwPF/3WWB6aAmqdDpd18iUnTSdgHG73UilUpiZmZFSRlaqarsjMED5F29vbw+Tk5Po6+vDtWvXqv5C2R2BURMw8mneZiNgjYzA7O/vY2JiAgMDA5oeHYIdQsvpKSSniCitfRRlEZKDQmPy+Eclf9Xt+5WixmwaiYgXlhEhiAzcrABOYLGZiaC/9aiqPRnFaREYveOly+WSUk3AaZSYNNMjoy6U1U21PDeneWA4jtMtoXbK+1gLjhcwyu6cxWIRy8vLuHbtmmX9OeTYGYGRV1GxLIuFhQVsbGyoei/MYlcERmttnucxPT2Nw8NDaZq3GRrhgankd1HDziokYo5W22ejccIe1EiVfGhxnX4/iXiJVOi6awcZzldRwOwWQ6rVTsR0awaSRlrPtmtGjLwsj81MBBFv3rY0kpMjMJXw+XxnRl0kEgkcHBxYkm5yWgpJaz/PSxM7oAkEDIHMoykUChgYGMDg4KAtj+NyuVAo2FPhwDAMGIZBNpvFwsICSqUSRkZGLHGD21VGDZytcMpms4jFYlLKq5qps3ZFYLROvBzHYWJiAul0WtPvYnbNaveo97ydEIFxKm9+798gqBOh382FEPJU/u5aNcRxKxdBn//I9P2SxQDaVUTX/EkX2gz4dgSRqSrtZQXNFIHRQz7q4uLFi+B5XqpuWllZwdTUlNRMr729HeFwuOJjOa2MWisCk06nn4sKJKBJBEwymUQsFkMkEsG5c+dszTPamUIiAubx48c4d+4cXnnlFcsUu8vlMl3ubBS52Dg4OMDExAR6enpw/fr1qr+wdnlg1MSBUb+LGnZGYKr5+4uC2mse9Na/dLoS1YoYJXL/DEHpg1lX8faocVRsQbZkzzGymSMwerhcLnR0dKCj49QYLU83bW1tSekmeXWT8rvaTBEY6oGpE8fHx3j33Xdx9epVDAwMYHZ21rYUD2CfgBFFEU+ePIEgCBgcHKzovTCLmXLnatbmeR5LS0tYWVnBzZs30dvbW/Oa9YjAEL/LhQsXcPXqVdOvuZ1VSNX8vR44WUSR9JGS3Vyo7Ge9CiSlAZYw2Bo/8zutBnlK1ARIsnh6kjjvMzcl2wxKH4ycDz36Lfz/Rv4vlj6ek07SdnpO1NJNyWQSh4eHWF5ehsfjkdJN0WgUHo/HcREYvTJqGoGpE+FwGKOjo1LOzs4ICaDeZ6ZWSPork8nA5/Ohs7PTligJYE8vAoZhsLCwgGKxiNdffx2hUKjynQysaecwR/nk7lu3bqGnp6eqNetdhQQ4w3/ihD3I0UsfEfGilz7ayDyLXrhZ9c/daqYDgshgIGCuRHorF0HQYPXPfuE0damVRtJiIxsBcOpz0cPL8pLJOeSzviLJSUbVeu1Fnm4aGBgAz/M4Pj5GIpGQZncFg0Hk83lks1nHvEZaVVFUwNQRhmHKDEd2elTI+lYKGGWTve9+97u2CDB5hZOVnJycIJfLwe12W1rxZWcEhvhdTk5OTPld1LA61UXLqI1j5LXI85UPYYd5cwfr9Wy7aRGjx34hWDEKs5M7nROW5nxlPhitcupG+WDsSFFXS6OEApmcTgoXCoUCkskk5ubmsLa2htXVVUQiEek2aummeqAVEaIppDqifOPtiJDIscoMK4oi1tfXsbCwUDaXya6W/8RfY+Xa29vbmJ6ehtfrxdDQkKXl6nbNQuJ5Ho8ePUJLSwtGRkZq9kvZGYE5Pj7GyckJOjs7pX3SFNIpytdA7n+J5wPoaDEWvdjMRDTTTnoQv0mP/+wQxwx3toPpTi6selsrINEXMwQ8RaSL1ndadUp0AXDOXnw+H7q7u7G4uIi7d++CZVkkEgnE4/Ez6ab29va69YrRGyVgtlGqU3G8gFHSDCkkjuMwNTWFZDJ5psS40aMKjCAIAubm5rCzs4N79+7hyZMndTPc1sLR0RE4jqva76KGHYJCEASsr69jbm4OgUAAc3NzCAaD6OjoQEtLi23l8M0KSR+lCi1oCag3r1OymYmo/l4rfaTFRqYdF1rt6bprNo2khZ4P5ke+9Tv4xg//Ws2PQXCaidfMaAm7IYKhtbUVbW1tuukmYgaORCK2vZ56nXiHh4dtecx645x3Xwf5ScTtdjvaxEsqXnw+H0ZHR8/Mm7B72nWtJ798Po9YLAae5zEyMoJAIIDV1dWGt/3Xgxiknzx5AoZhcO3aNUvWBewRMBsbG0ilUnjw4AECgQB4nkc8HkcikcDGxgZ4nsfU1BQ6OjoQjUYbMrOk0VEgJalCC1ysUBZ92c+22eLzUGJUxMijMMTASyDeF637yZGnkTYzYbS4nx3vioLLlA/Gap6XMmqrUeuwDpxNNxWLRam6aWZmBhzHlaWbrGzxrxeBoX1gGoTdEZha1icpl0pTmO0UMLWsnUgkMD4+jo6ODty8eVP68NsRLbFqTY7jMDk5iVQqhbt372JsbMyC3T3DSgFTLBaRy+Ukcej1elEsFuH1eqWKh3Q6jXfffReBQABbW1uYnZ1FW1ubVOJpdfvz55GtTAh+t7FpzkbREzFplZSSUZRCR4085y4TMYRG+GCcFoFx0l4AVCyg8Hq96O7uRnd3N0RRRCaTQTKZRCKRwJMnT+B2u8uqm2pJN1WahfQ80JQCxu4IjCAIpsxqPM9jbm4Ou7u7uHv3Ls6fP19xfTuodm1RFLG2tobFxUVcu3YNFy5cKHvudgkY8tjVXnFkMhkp2jUyMgKe5y3vhWPVc0+lUnj8+DFYlsWVK1fg9/tV1yX7Hh4exvDwsHTFFo/HMTk5KU3bJYLGjuiMU66wAeDl//Y5dLWf3c9+ttyYSyqQahEvglj+OMp0jBHs9MKYJeApArC2nJpGYNQh32Uz+2EYBm1tbWhra8OFCxcgCIKUbtrY2MDMzAza2tokMRMOh01VmOpFYGopbHASTSFglCkkuyMwwOmbbyS/SrrSMgwjpVwqre+kFBLHcZienkYikdAcimlH1KjWvjUHBwcYHx9Hf38/rl69CpZlpeo0KwWMFRGY3d1dTE5OYnh4GPv7+7p7U/5NecV2cnKCeDyO7e1tzM/Po7W1FdFoFB0dHYa6hTYTDMMgHDzbrp+IF3n6aCujXtpfjYFXi41MO6K+yp4VrajKYb4VnS3agxzlpDkfjgrGO1xvnzx7/rzIoiPw7HEKnHWHeRqBUcdoBEYPlmWlZnmXLl1CsViUojOzs7MolUqm0k16fWBoBKZB1COFBBgTMPv7+5icnDTVldZJKSQSwfB6vap+Hfm6dkVgzAoYud9F2VCPfJnr3bdFC/nspTt37qCrqwuHh4dl6ykPQHqPJ5+2OzQ0hFKpJEVnpqenwfO8dHAjhuBqabQHptGPr8VmJoz+Vv0IS573oEVnkrSc3WwQEZM+HqUPZjMVPnObeLa1TMRYBY3AqMPzvFQJahVerxddXV3o6uqCKIrIZrOSf2ZlZUXy1xBDsPL4rSZgSNqK9oFpECQCY1c/ApZlpXJcLQRBwNLSEtbW1kx3pbW7Csmo0CAdauURDC3sFjBGIX6X4+Nj1YZ6dnQjrlbAyL058l40Vjay83g8ZQe4dDqNeDyO3d1dLCwsIBAISEZgO6sd6oHLZPWQnVQSMUeFFnQHjKexjgotFUWMlg9GTbwQdlMhhPx5+D0lvPpXv4sffPCfG96TFjQCo47dHYpJP7TW1tYz6abNzU3JK0fETDgc1h0lQAVMHZELFbMpnmrQExmFQgHj4+MoFApVDWJ0uVwoFotWbPMMRiIwoihicXERa2trhicy29V0juzHCMpokZq5zSkRmGw2i8ePH8Pr9Z7pRWO0kZ1ZgS7vFjo4OIhSqYRkMol4PI6ZmRnwPC95Z6LRKPx+f8U9NJq/t/wnZ07avIovZT/TBr+nsmAwW0JdC7vZILoDz5rXHeZbpf8bSSPtZoJoqeDlkaeNtEjlWhDy5xFoseaYQyMw6tR7jIAy3ST/vs/NzUnnmJ2dHXR2dqKtrU1637LZbE0C5rOf/Sz+7M/+DHNzc/D7/RgdHcXv/M7v6FZ/fvGLX8Qv/MIvKA98BVEUqw8To0kEjBwiYDiOs1XAqBmFSZVONBrF/fv3q3r8RkZgisUixsfHkc/nTYkvlmUtN06babyn5nfR2idgbTdiswImkUhgbGxMN61Yj068Ho8H58+fx/nz56WwcTwex97eHhYWFuD3+8uiM06Zb2OW/UxjriRJFKaWCqRK5DlPRRGjhosRwKvMcCIdWGv5jNEIjDqNnhGl/L6nUim89957SKVSWF9fx7e//W2MjY3h/e9/P7xeb00C5hvf+AY+8YlP4NVXXwXHcfjMZz6DD33oQ5iZmankrUkBkKucmq80m07AsCxrq48EOCsyRFHEysoKlpeXVat0zGC3B0br5H18fIyxsTGEw2GMjIyYEl92RGCMrKvnd1HDrgiM0ee+vr6O+fl5XL9+HRcuXNBcz8j+rDYik2qHixcvguO4squ1UqlUFp0hj+8UUrkWtLeeNc8S8SKPvlhdPq1HteLFjJlXi7Xjdngq9IPxuHmUOBfiJ60ItBTxgx/8AF6vt6xM1+xFGI3AqOOkQY4Mw8Dj8YBhGNy9exeCIKClpQXJZBJf+tKXkEql8BM/8RN488038cEPfhDve9/7TJl6//Iv/7Ls5y9+8Ys4f/483nvvPbzvfe/Tu6soiuJudc9KnaYQMMovTD1KqYnIKJVKkpfhtddeQzisnXM2uradZdRq4ojkSC9duoShoSHTByC79qwnYCr5XbSwepyCkZEHgiBgdnYWe3t7Zzovq+1PDztEmBK3241z587h3LlzUnQmkUjg4OAAi4uLYFkWxWIRra2tDYvO/M9730I4eCpeCMlMACH/qVckX0VlzdbJ2e9uX/DUy1JNCXUl74oyjaT2d6NrAdo+GCNk8178Csbwl7c/KvUcmZ6eRigUkkzfwWCw4ueTRmDUaXQERol8PyzL4vXXX8frr7+O7e1tXL9+Hb/5m7+J//E//gf+yT/5J9je3saHP/xh/Pmf/3lV4vT4+PQ7pHfce0obwzBrAFgAjwF8RhTFadMPKKMpBIySepRSkxbQsVgMbW1tmr6Late2A6UgEAQBMzMz2Nvbw/3799HR0WHJulahFY2Qe0jMvu71Hr5YLBYxNjYGjuMwMjKi6y0xsl69r27l0ZmBgQFwHIfx8XGIooj5+XkUi0VEIhGp74zf76/LHj0eHtm8F27X6ecumalu+FyedyORO72vS6XpGxE1ogj0BlOm19/NBNHdqj+oUQ3iidFaU48dA94XOSQSE2gpSu/jlStXkM/npSq2jY0NMAxTFolTq0qkERh1nBSBAfRLqH0+H372Z38WH/nIRyCKIpaXlzE7O1vV+yoIAj71qU/hjTfewK1btzRv99Qf8w8ATAAIA/hfALzDMMxNURQ3TT/wU5pSwNhdSs2yLA4ODjA9PS01FLPqS2u3gCFr53I5xGIxAMDo6GjFE2uldesVgTk4OMDExAR6e3tx7do10wcFq/eqF9E5OTnBe++9h3A4jAcPHhgKx5sx8TYCt9sNn8+HUCiECxcuIJvNIh6P4/DwEEtLS/D5fNJJsL293darTiJeqoUIF6Nsn4R0RUyWqzzMVNm7ZTcbrMk8bLUPRk5LSwt6e3vR29sLQRCkHkPyDtAk1USq2GgERh2nRWAqdeElxxmGYXD58mVcvny5qsf5xCc+gampKXz729/Wvd3IyAhEUfwS+ZlhmHcAzAL4xwB+vaoHR5MImHqmkDiOQzabxfHxcU1RCy3sEgPAs9clHo8jFouhu7sbN27cqPlLXg8BI/cZmS1Nl2Pn9Gg5pDnd0NAQLl26ZFjgmvHANBLiwSGlm2QwHfHOLCwsoFgsIhwOS4KmVoMo4eX/9jmoDT4n6aNEOlCxqmbvJAiP2/yFQiURo0a1URglRtJIm0cRuJ4Ku5LgMuyDAYDjE79mOTXLsgiHwwiHwxgeHpZ6DCln9giCgHw+X7dInBZas4caRbNEYNLpdMVmq0b5pV/6JXzta1/DN7/5TfT395u6ryiKJYZhxgBUp5ye0hQCRoldKaR0Oo1YLAZBEDAwMGC5eAHsjcAwDIPj42Ps7Ozgxo0bpj9UWtgtYMj07qOjo5p9RlZ7YJSCg4RcV1ZWpOZ0tayn9nen4nK50NnZic7OToiiiFwuh3g8jng8jidPnsDr9Urph/b29oZMCt47UU+/qKWPtNg+CYEXWfS06QuZvIGIDHAaCYr6s2d+pzaI0kz3XbN4PMaPO8oeQ6SKjVRi+nw+yTvTiPeafIecIhqcJKYAbUFFSqhrrUT75Cc/ia9+9at4++23MTQ0ZHoNhmFcAG4D+K9VbwRNKmDsiMDs7OxgamoKAwMDKBaLtp1I7BIwHMdhd3cX2WwWr7/+es1mYzl2emDy+Ty++93vVuV3UcMODwx57lrN6cyu5+QUknwPlW4TCAQQCARw4cIF8DyPo6MjxONxLC0tIZ/PS94Zs1N2tU60ibT+lWP8pLWqqIsWO+lQRRFDqCYKkyq0nBExaqKo2jSSHBKJKZXMpzmIT8rv92N5eRkjIyOSoFleXkYul0MoFJLeayNm4FqpZvaQnWhFPBqFVp80K8YIfOITn8CXv/xl/Pmf/zmCwSB2d08Li8LhsGRV+OhHP4q+vj589rOfBQD863/9r/Gbv/mbHwKwBCAC4FcAXATw+Vr20pQCxsoIjCAImJubw/b2tjSIcXZ21lHziiqRTqelKczt7e2WihfAPgFDhmD29/dX5XdRw64UUi6Xw+PHj+HxeM40pzNLs6SQzOByuaRUEgCp7TmJzng8HukEp1e+q0wfZXNeBPza6SJSQm2leKnkHdHCiuhJtuhBwKsuVg7TJptmGvDBmEE+j07+XufzeSk6s76+DoZhykq17Rg46jQB0ywRGCsmUb/11lsAgPe///1lv//CF76An//5nwdw2lJC/vjJZBIA/ghAN4AkgPcAjIqiOFPLXppCwKh5YKwQGMToKooiRkdHpdyg2+2WBgNaDdm7VX0+iBdjcHAQLS0tkhq2Eqt714iiiNXVVWSzWVy4cAE3btywbG2rxRYZEvnOO++YmnmlRTOnkMxAojP9/f1SRR8RM9PT05J3JhqNqoa0iYFXTbwo/S/xk9oOyHpazUwURi1SknoqatTSSNXC86wpH4yS21/9fUz+nU+Yflwt0dDS0oK+vj709fVBEASkUikkEgldM3CtkL045fsiCEJDUqZa2DnI0cjFzdtvv1328+/+7u/id3/3dy/W9MAqOOcVN4Hb7a45hUSqXbq6unDjxo2yN9vubrlA7a51QRCwsLCAzc1NKXK0s7Njy76tFAVyvwsxDVqJ1REYMm/kpZdewsDAQM3rOaEPTL0hQ+ei0SiuXLmCXC4nRWdWV1fPRG/MoCVerE4lhVvOTsVWki3WnurRwkz0JZF69pqIAoPW1mcXYx4PD75Q3XGHfCb1PsMsyyISiSASiZSZgeUjLeSpxWrNwCTi4RQBw/O8JW02rEJLwNQ6RsBpNKWAqWWekHxC8EsvvYS+vj7V9e0WMLXkTMk8pmKxiJGREUlR22m2teKEms1mMTY2BrfbjZGREUxOTtoyJNKKNUlq8eDgAJFIxBLxAjRHFZLdJwW/3192xX50dIREIoEf+x9/BlcrCzz1wMjTRxzf2PD8YboNnW3pirdLZAOIBvQjLfLybrkPJpHV9vgUORe8BkSZXLwQMhlfmYhx+ao7tpEeMGY+H2pmYHnTRFKWb9b47bSUTTOVUVMBU2esKqMuFAqYmJhALpfTNWHa3asFqH5ez9HREcbGxlTnMdk1psCKdQ8PDzE+Pl6WhrHacAtYE4EpFouIxWIolUoYGhqSOk1agZH9WR1FqoZ6PT7LslJ0xrP4FxB4FoW8B0W28uMfn/hNVdbUilzEGK1AkmM0jaTng9FdX0W8ENKpFvhkE7KrSSPV2sRO2TSRlOUnEgnJDBwOh6XPg54Z2GkCxoll1GoRITIP63mhKQSMkmpMvMlkErFYDO3t7Xj55Zd1lb7dpc7VCAJRFLGxsYH5+XlcuXIFFy9eVBV2jZhZpAfxuywtLZ0p7bZrynUta56cnODx48cIhUK4f/8+dnZ26j4c0ilhcaeQyfjgayk/oR+fGG/MaKaE2gr0ojBmm+tpYdQHw7AiRIEB4xJRyHrKRIxZrG5iJy/LByClFhOJBNbW1srEbUdHR9kJ2WkCplkiMNlsFj09PQ3YkT00jYCRH/jNCAz5CfTq1asYGBioeIKwu9Ov2fV5nsf09DTi8bjurB27+7WYNR7zPI+pqSkkk0nV/i527LeWqM7e3h4mJibKmtPZEQ1xegqpUXB5N1iPAOZp9EUU1D9rRLzUM/pCMJpKMkOqQvVSpfJxQD/6IiefOq0IcvnNR7DtHiOgTC0SMzCZ5UbMwB0dHY6MeDhtP1omXppCajBGTbylUglTU1M4Pj7Gq6++ikgkYmj9eowqMLo+8Y24XC6MjIygpUX7YGfXvskXwYyAUfpd1EoprW46B1QniuRTr2/fvo3u7u6y9awUE0be+0ankBoRAbr91d9X/X0mU/650epjUs8S6sN0G9pa9KsUK4kSJUqPj1oayagPRg/GLUDkTh/r9v/xB5j8e79o+L71HCOgNAMXi0UpOjM9PQ2O48AwDDY3NxGNRhueFmmWCIwVVUhOoikFjJETdSqVQiwWQyAQMN0grR4RGCMnWbNzgeyMwADGw7ZklEGlsmMneGDkVVFqU68bEYFxQgqpEQKK9dgzYkMPq55mtljuieF4VnWWUzrnQ5vf2hYNqZRfilqZosXcMa6Rgxy9Xi+6u7vR3d0tpdM3NjZqNgNbRbNEYKiJt0GYSSGRkKPZOTUEO2ctkfX19i9vV29mLlC1qR4j6wKVjcd6fhe9/VqJmagOaU7ndrs1RW69ZispeRFTSFoo/S+VUEZjEqmzV+fRkPGeLGSWUNma6QCibdX1dVETMbmCF37f2cpKvfSR3AejB/HB1IpTBjkyDAOv1wu/34+XX35Z1wzc0dFRc+t8IzgtAqO1n2w2W1UHcafSNAJGjlYKied5zMzMYH9/Hy+//LJkDjOL1c3mlOilEUqlEiYmJpDJZEy3q7eqx4wSIwKG+F0SiYThdJ0dVVNGozrJZBJjY2NSHyCtA7MdAkZtffnvG51Cqje3/l9/AOapduRzbrhb1QVL7sQHd4uB1DHnQibzLIXDqEyDJqJGFBlEQ5kqdl2Zk2wLggH94Yx6ZIselApueHzazzmVOvUDiQJTMQrDuESI/OnnjM+5gZI5MdLICIwSeTRYywwcj8fLzMAkQmNHvxanRWA4jqMpJKeiJjAymQxisRhcLhfeeOMNXa+IkfUB+1S1VgSGVMC0tbVhZGQEHrWRvDrIhYaV+yZmVi0Bk8vlJJ/O6Oio4dbhdnhgjJz8NzY2MDc3h2vXrlXs71KP4ZBqoqaR1PvxGe+z7wIRL1zGU2Y0zZ0Y+0ydpPxgXebEXyLVakrEFJ9GZGqJwsg5yRo/VjXSB+OUCAygn85WMwPH43FsbGxgZmYGbW1tkpgJh8OWdQZ2ymsDqJ8DSB8emkJqAPKDKslvkoFVu7u7mJqaQn9/P65evVrzB8mKZnOV1leeFLe3tzE9PY3h4WEMDw9XdRIhz5vnedPix8jaaidy4nfp7u7WjWRorWl1pEEvLUWa0+3s7OD+/fuGOr++qCmkej++yLGAzANjVryUOBfyWZUUoEr0RQ1SxRMOVu64W3a/KkWMkTTSSYVS8ZNjP1h3jeLahA/GqREYPeRm4EuXLp0xA/M8j/b2dqlcuxozsCiKjkohiaKoW0ZNIzANhrwxpVIJi4uL2Nrawq1bt8qqR6xY385uvGRt+Un13r17OHfuXNXrktba9egFI4oi1tbWsLi4aMjvYmRNK9B6/qQ5HelebPRAZcd062ZoZFcv1NJHyugLQZ4+UpZQq4mXajg6DiASNidIlAZe4FSMAOVppHTO+qGGRrHCB9MsERg9lGbgdDqNRCKB/f19LC4uoqWlRUo3RSIRQ2Zgpw2WFEURoihqppCoB6bBkA/K2NgYRFEsa6dvBQzD2N6Nl+d55PN5xGIxCIJg6qRqZG2rkYsNeV8aM+XpemtahZrgUDanM1Oh0IgITKMFTN2vsgsu4Gnah8uYjxxaJV7ICd6siEmn/WhrMxe5MYOaD+bk+DQ6I3CsFIUx64OBRwAKLsNpJKdFYGrdC8MwCAaDCAaDuHjxIjiOk8ZaLC4uIp/PGzIDk2OYUyIw5Piv3E+pVEKhUKARmEYg/+AcHh4COJ2Cevfu3br6VKxaO5PJ4J133sG5c+fw0ksvWfYc7OzGy/O85HdhWdaU30WNenhg9vf3MT4+jsHBQVy+fNn0Qa9RjexeFCo1yRUqGE1zqRYwVaZRRFH7s1BNJEYLLTNvtRGZokpVVC0wRWORA6dFYKw+7rvd7jNm4Hg8LnUGlg8llZuByXnCKa+N1n7S6dMGjDQC0yDk5cVutxtDQ0O2qV67IhkkbHl0dIQbN27gwoULlpc82yVgjo+Pq/a7aK1pRx8YYvDWak5ndj27IjBa73ujIzBAfUTW7S/9J6DK4EkupW58NWvg1SOZaEVbyFgVUaUozEm2BYyKWlOKKOKDqeR/MQt/5ANEgGk7NUnLjbxGcVoExm7B4Pf70d/fj/7+fgiCIE2mJ2bgYDCIaDSK1tZW00Mu7YT4X5T7yWZPBTk18TaAYrGIx48fI5vN4vXXX8fExIStvVqqmbdUCdI0LZVKobOz07IJx3LsEF6iKILjOKm/y4ULFyxZ164UEs/zGB8f12xOZwY7BczW1haWl5cRCoXQ0dGBjo4OeDweRwiYeiJqiA4h7QGqnJxsFelUS5mIsTr6UQ2FlE9KuVWCP/YCMpEkpj0Az4AJn+05UwmnRWDq2ayOZVm0t7ejvb39jBl4a2sLoihiYmJCSjf5/dYKUDNolXRnMhn4/X7HpLqsoGkETDwel9rpezwex80rqkQmk8HY2Bi8Xi8GBgZQKFjbjZNgdQqJ+F2KxSIuXbpkmXgB7BEwPM/j4OBAKkWvJcUFWL9HIk7m5+exsbGBy5cvI5fLYX19HbOzswiFQiiVSsjlcrb1ITKyx0bC8MypeNGglPKBaUDX3kqQKAwx8BqhmPXAqxiwqHZ/vX4wWj4Y/vjpOox4KmIYACIAlwjx2Au0coBHgAhj5dROi8A0ci9yM/DR0REmJycRCoXKzMCkVNuoGdgq9LrwBgIBx7yHVtA0Aqa3txednZ3Si290HlK1WClg9vb2MDk5iQsXLuDKlStYX1+XwnlWY+UJV+53CYVCll9VWO2BSSaT2NjYgM/nw6uvvmrJ1aLV0RDSlyKbzeLhw4dSufulS5dQKBQQj8exuLiIpaUlrK6uoqOjA52dnQ1pj24n93//80CH+fe+lDIuSI2WUFdCGYWphmLWA1+r+aiHJjyjG4Xhj3yVDUYyjPhgnNTrxEllyyQaNDg4iMHBQckMTL7LxAxMBI3dnYFflDlIQBMJGKD8yrAZIjCiKGJxcRFra2tlPgy7DcJWrJ1IJBCLxXD+/Hm89NJLeO+99xw1OVoJGR9BertYdaC1UsDkcjmsrq5CEARJvBSLz05qPp8Pvb292NzcxMWLF+HxeBCPx6X26JFIREo12X0lZXcKqxQs/yyxWReEgM54jaILpeLpQbkR0RctEcMVyw+h6bQfLo0p2YWM15CIKaa9YL0aa5gQcKdRF533MeMGywOC39jr6bQUkpP2IhcMSjNwNpuV0k2rq6uaZmCrqDSJmkZgGoDyRW/0vKJKFItFjI+PI5/PY2RkpMw4ZXeJdi1CQxRFrK+vY2FhAdevX5dSRnZUN1kRLRIEAfPz89je3sb9+/eRTqcRj8ct2qF1AoaMLmhra4MoivB4PBBFEaXSafrgI+dOw/d/mvw8GIaR2p9Ho1FcuXJFqoiIx+N48uQJvF6vJGba29sdczVqFibPQmzV+C4Y8L9UW4GkxEiPlHSq5Uy6pxYKGXMnrlLB2OGaP6oubXrvj/4IsX/4DzX/3ui0jRwnCZhKYwQCgQACgcAZM/D6+nqZGbijowOhUKjm50UjME2AHSZbObWIjOPjY4yNjSEcDmNkZORM6N+uSiGgtn2TWVKHh4d45ZVX0N7eLv3NLsNtLWsSkVgoFKQ+OplMxhbTbS1+FNJl+erVq3C73djc3IQgCFLo+afbPy7dVv7vP01+XjqYySsiyPC6eDyOhYUFFItFtLe3S4Km1lRfvU5STJ499WUAutEXO9AroQbwrFdKHVDzwZhF7oOBCOl1lVD6YBSwBebsfRQ4LQLTjGJKywwcj8cxOTkJQRCk73I0Gq3qu6zngaECxiE4NYVEUhmXL1/G4OCg6pfMiRGYfD6PsbExAMDIyMiZWVKNnhytJJ1OS3OjHj58KIlEO0y31UJSiOvr61KX5e3tbUm8/J3QL+jeX0vMyIfXiaKIbDaLeDyOg4MDLC4uwu/3S2ImEok45qRDuP2l/1T2szx9xGZcEFsU79+JB/BVfk+tLKHWopDywRfSN+AX015429RTRUbTSELRdSaNJJx4AK/sdVDxwQjHBqM6LvH0/gDY3NMZal79189pvhOn7KWWkTNqnYHj8Tj29vawsLAAv98vRWKNRlpflDECQJMLmHy+NmNdpfXNiAye5zE7O4v9/f2Kc3bq0eXXDEq/i9oJr15dc42wv7+PiYkJXLx48UxzOjuGLwLqQxf14DgOk5OTSKVSePjwoZQ68nq9SKVSFcWLErmYAZ4JGoZh0NraitbWVgwMDIDjOCSTSRweHmJmZgY8z0vh6Y6ODsNVWXZ6YNgiA9Gtvr6qeKkSUWDBpzxwR6yp+DPSN4UvnD1xFLPGn0MxbfGk5Ao+GMEFsLLDxYP/8Hm898mPq97WaRGY520v8s7AxAycTCaRSCSwsLCAQqGASCQifZ9J/xkllTwwzxNNI2CUb1Q9UkhGS51JtQ7DMBgZGakY9rOrW67ZteV+l2vXruk21XNCCslIczqrm+PJJ3wbPUjl83k8fvxYKvv3er1SL51wOIz/8Lf/HzXvSys643a7ce7cOZw7d67sim5nZwfz8/NobW2VxIwV+XYrORN9MSleBJ6BKL/P03Ji7sh3Jj3iClVfEVRrFAY4638xnEYqsuVRGBmGoy868C06YsdhaRun7MWuob/y7zJg3AxMPTAORW6odEoK6fDwEOPj46a609rV5ZesbUQUEL/LwcHBGb9LLeuawcyaPM9jcnKyYnM6OxrPAcYjEkdHRxgbG5NGRJCIkCAIEEURfzf8DyzbG0EvOiO/oiuVSpIReHJyEqIoSmJGfgC0s5He/d//PKASBGIztZ0AxGMPYEKLkR4prioaugGnIsZlYpJz2X01zLvKSI1aGkmXCqXVElX6YGgERp167UXNDByPx8vMwB0dHcjlcqqRlnQ6TSMwTqHRfWBEUcTKygqWl5dNT2O2O4UkL81VQ+53GR0dPeN30VqXVMxYhdF0D4losCxbsTmdXR4YIyf0nZ0dTE1N4cqVK7h48SIASOIFgC3iRQ2t6IzH4ynLt6dSKcTjcak1OukIXCwWbfMX8D7Z62jwAlqU+V+UJdQixwJq4qfCUENpP8feqkVMJSpFYcwgaEWjiGhJKf6uZ+QlyHwwokcEU2LAFhjNNJKToh7PiwemWuRmYAAoFApSdCaRSCCZTCKbzSIajaJQKGB4eBjZbFbX2mCEz372s/izP/szzM3Nwe/3Y3R0FL/zO7+Da9eu6d7vK1/5Cn72Z392DsAggEUAvyaK4n+taTNoYgHTyAiM3N/w2muvIRwOm15bFEVblHulFBIp5zU7RNKuCAyg7y8h+9Xz58hpRARGFEUsLS1hbW0Nd+/exfnz5yGKojSTCYBpz4tV6EVnwuEwwuEwhoeHpQPg4eEhDg8PpZlSnZ2diEajljbRO+N/UXtpjQwYrDFqQ+CTp4KYNSlk+BMPXEF9UW/G/2IbJn0wWmkkGoFRRxAEqSFlo/D5fOjp6UFPTw84jkNrayvcbjfm5+fx0z/90+ju7saFCxfAsiyy2SwCgUBVj/ONb3wDn/jEJ/Dqq6+C4zh85jOfwYc+9CHMzMxopqfeeecd/L2/9/cA4I8BfA3AzwH4LwzD3BdFcarKpwygyQSM/OTUqAgMqX4JBAKSv8Es1fgqzKyttm9RFLGxsYH5+fmKfhcz69aC/HVQE1Kkouvq1asYGBgwtN96R2BIauv4+Bivv/46gsGgJE4FQahb1MUoWtEZ+QFwcXERuVwOXq8XKysrmJ6eljqJ6pkHK6GVPlLCpl0VK2KYlFtzhlJFNO4mHHvBhov1KaHOuQC/4vuUcZ/9nRpKH4wy+mITTovAOGUvPM8bimLXC57n0draip6eHgwODmJpaQn/7b/9N/zhH/4h/uIv/gLRaBQ//MM/jA9/+MP48Ic/jFu3bhl+Lf/yL/+y7OcvfvGLOH/+PN577z28733vU73P5z73OfzET/wEvva1r/1vT3/16wzDfBDALwHQn19RAWdI2CpoRARmZ2cHjx49Qk9PDx48eFB1B0VysrZj/2oRGEEQMD09jaWlJTx48MCwGJBjx+RouYCRIwgCZmdnMT8/j/v37+PixYuG92tXBEZNFOXzeXz/+9+X+tAQ8cLzPHied5x4UfLT7R/H3w3/A/zd8D8oS3WxLAufz4fLly/j9ddfx8OHD9HV1YXj42O8++67eOeddzA/P4/Dw8OqP8Ou7NlDD8NVfo+ZlBtMyr7rLrNGWL6S0Thb216Foks7faS6odpO6oJXBFtgkEqlznyPnBKBsSt6XS1O2gtw9oIwGo3i7//9v4/W1lb89m//NiYnJ/G3/tbfwttvv42HDx/iBz/4QdWPdXx8LD2GFo8ePcIHPvAB5a+/DmCk6gd+SlNFYOTY3YlXXuUkCAIWFhawubkppQhqgYTw7RAwyghENX4XrXXtjMAQSqUSYrFYWXM6M1hdRk3WVB7Mj4+P8fjxY3R0dODWrVvS6+7UyEsllKmmf/e9X5X+7ff70dfXh76+PvA8f2bOi7yJnt77VeZ/eYorw4IPPHu/2HSVaSG984fJc7p47D0zrbnaEmpVcjq3U4vMVIDlT9NAZ1DxwbhTrOSDYZ6+7GSsA/HBAMCP/sn/G79375pUshuNRh0T9ZAXcjgBJ/lxAP0qpFAohCtXruDKlSv45Cc/iUKhUHX6SxAEfOpTn8Ibb7yBW7duad5ud3cXXV1dyl/vAThbRmqSphUwRGDYNbGXRGAKhQJisRhKpRJGRkYsK0OzqxJJvm4ymUQsFkNnZ6cpv4vWunYIA+DZAYmk51pbW8ua05ndpx2RIvmau7u7mJycxKVLlzA0NATg9MtMXvdmEy9qfOb1fy/9W9lEj4gVAFITvcPDQywtLUlTeDs7O8ua6N3//c/D9fTEKbIM+FbznyV3ygXBY3+zOkBdxGhR0QuTdQMBlYutKsSKEtZENMp9rP799x6z4NoUs6lKwO3bt8tM3izL4uDgAC0tLQiFQg0TM/JIoROoNEqg3mjtJ5PJnLnAMNoXSo1PfOITmJqawre//e2q16iVphIwymGOgH3ql2VZcByHd955B9FoFA8ePLDUyGhXLxiy7vr6Oubn5035R/SwS8CQiAlpTjcwMIArV65UvV87SoDl4wRIHxqnmXXtRMsIDDwr7bxw4YLUeCsej2N2dhYcx0nRGYL49Ljqypz+Qx59UcNVYMD5TsVLvdEVMaXyE4Th6IsWGe1jC1NkISp7v+j0g1HDfeTWNfK60+yZCFkkEkEkEpFa3pN06fj4OACUNUi0eiChHuQ45IRoEODMCIzyXCWKIjKZDILBoCWP8Uu/9Ev42te+hm9+85sVK3C7u7uxt7en/HUXgN1a99FUAkYOeYM4jrP8wyOKIvb29iCKIoaGhkx5MIxip4cnm81Kfhe93KQZ7BJcDMNgfX0dGxsbuHXrFnp6empazy6hxfM8JiYmkEwm8fDhQ8ebde3EaBO9TCaDeDyO3d3Kxyl3mpWqX5QGXiJeDEdfDJZQW4pJQWEU5qR+h2h3lgEXEJ++/uXl1F6vF263G0NDQ2hvb5dK8InR3uqBhHrQCIw+WvuxYpSAKIr45Cc/ia9+9at4++23pQi0HiMjI/ibv/kbfOpTn5L/+oMAHtW0GTSxgCFX71aLAJ7nMT09jcPDQwBAf3+/rSkqK8nn81hcXATP83jjjTdqHuonxw5hQCIX29vbVZWjq2GHBwYApqam4Ha7pT40JPLyookXJXpl2m1tbWhra8NH/uSvAGt0tETVFUhmH+fYC7RW6bXLyy6szKSRDKaW5OmjMh+MoqGdVupIZE99MOT/Z9ZXZMWIB0ZZgq8cSCiKotQd1sz4CqMQ06yTIjBOETDkokotW2BFBOYTn/gEvvzlL+PP//zPEQwGpYuTcDgsnW8++tGPoq+vD5/97GcBAP/sn/0z/MiP/AgYhvllAH8B4CMAXgHwj2raDJpMwChn3lhdSp3NZjE2NiadqL7xjW+ohuOswGoPDPG7BINBFItFS8ULYL2AIc3pgNNcuxXiBbDeA5NKpVAqlRAKhXD//n0pEvUiRl6MoBadKVU4ZsqjL3I8J2zFcuqaERQnQbUqnozbkIhhTtwQgxVup2bg1TP11oj7yFW5oZ389lkGDAfwKl5/rRO1ciDhyckJ4vE4tre3y8ZXRKNRhMPhmk/2TjETExrRyE4Lck5RvsbFYhGlUqnmTrxvvfUWAOD9739/2e+/8IUv4Od//ucBAOvr62WPPzo6ii9/+cv42Z/92X8E4N/htJHd3661BwzQZAJGiZVRjIODA0xMTKC3txfXrl2ztVIIsDYls7Gxgbm5OVy5cgXRaBTf//73LVlXjpUChrTb7+zsRKFQsFQgVjt8UY29vT1MTEzA7XZjeHhYeg2eJ7OunUhi5v86qnkbd7rOV65V6iE25YYQ0hYnTMHA88jq+1D0UPPBMCUGohlTc4WGdqILYBSHu9c/+3l879On76ORMmqGYRAKhRAKhTA0NIRSqSRFZ6ampiAIQll0ppqqSCdFPABn7Yccm5SCKp1OA0DNAsbIxeHbb7995nc/8zM/A1EU9dv1VkHTC5haIzCiKGJ5eRkrKyu4efMment7y9a3U8DUujbpl7K7uytNwM5kMrakUKwSMFtbW5iZmZHa7X/rW9+ydL+VmuMZQT4m4vbt21hYWHghzLp2sPPLz8SLaPAY7zkxeTKwsIRadXkTX1NDURjl+lkXBOUU7pxLty+O66TyZ1srdWQEV/40CsPKZlZWc1Hg8XjQ1dWFrq6usuGiu7u7WFhYQCAQkKIz8qo1PZwkGADnRWAYhjnz+mQyGQCgwxwbidUTqUulEiYmJpDJZCRjphwnC5h8Po9YLAZBEDA6OiqljIjQsLq8vFYBQ3rpbG1t4eWXX0ZnZ6cl6yoxO3xRbZ9TU1OIx+OSL4f4imjKyDx66SM134WTqRSFaTRyH4w34XrmiVGbi0T+pOJ/Ed0AwwGeE0CQ2VdqFQ5qw0VJ1drMzAx4npeq1qLRqGYa3ElVP6Q60Sn70esBEwgEHCX8rKCpBIySWkRAKpXC2NgY2traMDIyotrMx+6hi9WeuEkKpqOjAzdv3iz7wNpVXl7LfkulEsbHx5HL5fDw4cOyqwCry561uvsaoVAoYGxsDKIoYmRkBC0tLZIQXF1dxf88+MuW7fNFQpB9tdw5gDNozzLrf5EiDipVSFzEmu8xm3JD8Ot/tpgTt2Zqh826IATs6yBuGIUPRsvICwCjv/l5vPOvPm75RZHH48H58+eldgQkOrO3t4eFhQX4/X6pTFsenXGSB0bLc9IotARMOp2uegSIk2l6AVNNComkMYaHhzE8PKz5pjoxAiP3u6iVd1uRQlGj2siOvDndyMjIGb+LUyIwJycneO+99xCJRHD79u0ys+7NmzfxP/V+0rI9viiQ9JEr//QXBj42roL6jbRKqD3HrvLUlEYJtfvo2XeBCzdGQLA57ZMcm2fPppEUEB+MPH1UDx8M3/Is0mDXiVoZneE4TvLOzM7OolQqlfUUcopgcGJJt1YE5nlLHwFNJmBqTSEJgoC5uTns7Ozg3r17OHfunO7t7RxXYFbAqPld1CBfJJ7nLZ2QamRytJKDgwOMj4/rNqezS8CYWXN/fx/j4+MYGhrCpUuXpPuT94eKl+pxFQBB5Sjjzj6rdCEVSJ4TBoLBfmieGvwdJFJTrZBxpVzgQ/r3daVZ8G3Vf65Joz9BZfxCJbzH1pxMBc+pB8ZVrH/zOLfbXRadIT2FDg4OkEwmwbIsFhYWpOhMo1I4zRKBIQKGRmAchBkRIPeMGJ2xY3cKyejaJLWh9LtorWtHLxQzE7RFUcTq6iqWlpbOGKPV1rVawBhNS8n3SZroyZvTAdSsWwtlYuTpcVMtfeQ5MXdQtapyyZ10l4uYKgchGqpAkiFPI7FZcydepsiCLTKG0muaM5IMQHwwhB/+11/Av/2R4YacqOU9hS5evIiNjQ1sb29LF6QkOkMqm8zOT6sFp/WkoRGYJsJoH5hEIoFYLIZz586ZmglkdwqpWKw8a4X4XaLRKG7dumVo73Y0nTPqLSGNAOUmWD3sGr5YaU0yofvw8FDaJ21OZx0kfaSMvriz1a/pPWJV16wF97FLNxKjVYFkRxTGSBrJXaFCy5dgIRoc7Eh8MHr+FwKJljnhRM0wDFpaWnD9+nWIoqg5jysajaK9vd3W6IyTDMVAZQ/M80ZTCRjll8flcqFQKGjc+vQKe21tDYuLi7h+/brprrqN9sCQNt1afpda1jaLPDWlhXLytZEOnHaJLb0ITLFYxNjYGHieLzPrUvFSP9QapelBxIsSo6XZekgpJZMpHyMiRgujZl62wFRMI5n2wSjwHkPqj8OptAnhZZE0J6RK5FFghmHQ2tqK1tZWDAwMgOd5qbJpYWEBxWIRkUikLDpjpQhz2hgBLUGVzWZr7gHjRJpKwChxu91SfbsSjuMwNTWFo6MjvPrqq4hEIqbXb5SAkXt19PwuWtg9eFENeXO6mzdvGv5S2zE9Wm+f6XQa7733HkKhEO7cuQOXy0XFi8PxpBj1qILlj8OiFKpgpC2Vn/zMpo/kaKWPiP/FLB6j3penRl7vMXOmsZ/n+PT/RMgIntORAq4i8L9+4wne+bEfq2pvVqKXxna5XOjs7ERnZydEUUQul0M8Hkc8HseTJ0/g9XrLojO1NtF0WgRGazZgJpOhAsYJyP0NWiIgnU4jFovB6/VidHS06kmpjSijLhQKiMVi4DjOsFdHbW079q21Z2VzOjNXOPWMwBBT8cWLF3H58mUA5WZdKl6sYeeXR1X9L2p40gD/NFAnv48rf/qzJ1XflIURESNHLULCyiqpSBpJrwKp7L55g7fT8cEwPCTBp+WD8R7rv67eY6CkyDiwDmmBY7QfDcMwZdPSeZ7H0dER4vE4lpaWkM/nEYlEJEFTjcm1WSIw1APjQNSqhPb29jA5OYkLFy7gypUrNX243G63boqqFtTE0fHxMR4/fmzK76K1th3deJXriqKI+fl5bG5uljWnM4NdHhi5gJGnEompmJp17eeMV0V5tS8TL2oQ8VKP6Ev545oTMZXQEi9k+nPF+z8VSZX8LxV56oPxHkPFD3P6d3kZtSdzVsQ4gWob6rlcLqmvDHCaViGl2k+ePIHH45H+bjQ648SuwGr7TqfTNALjNORl1KIoYmFhARsbG7h16xa6u7trXr+eKSTid7l8+TIGBwdrytPaEdVQritvTjcyMlK1urcrAkPWFAQBMzMz2N/fl1KJ8rEAVLjYizsLcCofDU/ahgfT6AFTDUZFDFtkwBYZcEHt28ojInbh1TLvKm93rPjFU+GiRHCdRm+8qdPKMb66ILYtWCUaSHSmv79fis4kEgksLy8jl8shHA5LgkYrOuOkMQLA6X7UMg7ZbBZdXV0N2JG9NJ2AUUshFYtFjI+PI5/P4+HDh5YpTbtSMfK15X6XaqMYWmtbDREG8uZ0Dx8+rKnfjJ0emGKxiFgshlKphJGREfj9fup3sZn4P3rWvE5+jnFnAM5gNtRzUt69V45lFUiKKdTKKhyWMzcDyUpceebMdG5Wo8Ff1eiMF1Ai755MuvI2EkEQLO1xBZRHZ65cuSJ5ZxKJBFZXV+F2uyUjcDQalaIcTvPAaEVgaArJgZBS5HfeeQfhcFi102st1DprSQ8ivn7wgx/U5HfRWtuuCEwymcTq6iouXLiAq1ev1uzot0NssSyLXC6H2dlZtLW14f79+3C73VS81IFi8KwYcCt89npeCs+J9XuqFs8xi1LY2PfIfcLqRmE076dII7kzJvxjJn0wqqmjCpCUkvfkNN3nBB9MPdI2fr8f/f396O/vhyAIkndmZWUF09PTCIVC6OjoQLFYdERpOUHLk5PJZM7M+nseaGoBc3h4iFKphOHh4ZrTLmrYmULK5XIoFApob2/HgwcPLBVedogCURRRKpXw5MkT3Lp1S7c5nRlYlkWpVLJkLQLP85ifn8fFixdx5coVAJD8LlS82IurWH2UxKx4saKEuhJmRIwWrvzpcYlrrT7S6Ekzmmkc0ghQL1UlpY70Ii8qPhg13vdrn8c3f6dxUZh6+05YlkU0GkU0GgVw2i6CRGcODw/BMAxmZmak6IzV0SEz0EZ2DodhGPA8j9nZWezt7QGALeIFsE/AbG1tYXp6GgzD4O7du7YILysjMKQ5XbFYxOXLly0TL4D1Jt719XVks1kpQqQ061LxYh/JXxiR/q0lLjxp8z1gGg0RMcoSaiXuE9bwAEp31jlX7ZV8MMCpKHUVTqMwLnvqGgzTaONsS0sL+vr60NfXh8XFReRyOXi9XqytrWFmZgahUEhKNwWDwbpGaLQEDO0D4xCy2Szee+89MAyDV199Fe+8845teUirBYwgCJifn8f29jZu3ryJyclJy9aWY6UxVt6cLhwOo6XF2rOPVR4Y4iXa3d1FMBhEe3t7mVkXoJVGdlNq0z5QV/K/yE+KWv6XRlJJvBjBnWFUozBq1UhqPphq8aQ0BKUJH4y01ol+5Vg9aLSAkSOKIvx+v9SWoVAoSH1nNjY2wDCMFJmJRqNVt/QwipqAIbOkaATGATx58gThcBg3btyQTkx2OcGtFDCkvwsxlNppArNq36Ssu6OjAzdv3pTmMVmJFWKrVCohFouhUCjg4cOHmJqakvq70JRRfTj5udPoi1b6SK3qiJwIPSfQHOJoqrKGLT8bF8PWmcONljxriRRDj6Hhf/GkT3/vKp6tBvLFtQdgylNKjFB9yk0tpfTjv/RH+Jv/+A+rW7BGnCRgeJ4v6zju8/nQ29uL3t5eCIKAVCqFeDyO9fV1zM7OIhgMStGZUChkeXRGb5QA9cA4gJs3b0onPDIZmeM4W5StlUJgbGwMkUhE8ruQde0QX1aIgu3tbUxPT5eVddtluK1lr5lMBo8fP0YgEMDDhw/hdrvBsiw4jqPipY5wBq/K5emjWgy73mPFCVnlfCZv1maFmPGcMCgFn63DFs2ffPSiMFag9MF4Uio3qsEHI3hPo2VcS+NSYE4SMHp7YVkWkUgEkUgEly5dQqFQkPrObG5ugmEYKTLT0dFhyTlML4VEIzAOQH7CYximLr1aiFCqBtKl9tKlSxgaGpLWMTJbqFpYljU0KFINeT+de/fu4dy5c2Xr1rPtfyXi8ThisRj6+/uliihBEOD3+zE/P49fuvG/WrpXijGIsHDnAc5iv8uZPiaG73f6vSuGRUMl1LVQKQrjzjCGUjdWppEqYtAHQ14bV6lO+1LBaQLG6AWoz+dDT08Penp6IAgCTk5OJDFDojOklLua6AxJmWulkKgHxoGodeO1cm1RFKsSMHK/i1IIAJAiGvXomGuUUqmEiYkJZLNZ1eZ0jRi8qMXGxgbm5uZw48YN9Pf3l5VIX716Fb/2ymct3SdFm5OfG5H8L+48UHrqd7FSvHhS1jSDI/N/iqEq96GIwlSCVCCVYeJQonp/aS+n/2eL6ik4Q69ZFT4YQqPSSE4SMNWOEmBZFuFwGOFwGMPDwygWi1Jl08TEBERRLOs7Y2QwLjk2KwVMPp8Hz/M0heRE7O7VAsB0ioo0UCsWi7r9XeyKHlUjNEgqxu/3azanc0IKSS4MHzx4gGg0Ss26DYZ7WplCTpbu/NPfPxUwyggH8LQaycBXSjUFgtpLqL0p60UMK+sGoBeFceUA3m/ssZTRIDUfjB5mfTDe1LP3i/y/1KqeUmpUGslJAsaqvXi9Xik6I4qi5J3Z2trC3NwcWltby6Izao9Jjs1KAUMGHtMIjANQRkLsjsAA5tI8xO8SDoelBmp669slYMyse3h4iFgsVrE5nd1t/ytBxhfk83lJGMrLpKnfpTG4C0DRROWQ0tArjx7IK5C8KfVBhFbhfSqOSgaO68qTtxH/i1705Mxtc6f/V5aYswVAMFn1Y2h0gSLyIk/NiewzscMIp5EeeRXZ6fvFNCyN5CQBY4eHkWGYM9GZRCKBRCKByclJiKKI9vZ2SdCQ6Aw55itfm0wmIw22fN5oOgGjxM4IjFnjKjG+Kv0uWjQ6haQ25LDSula/1kY9MKR83u/34/XXX4fH46GddR1A5qcfoqhTPu3JlqeSiHipFEXwakRe7MB7DBTD5u5DeqLoYecMJF9Cv9xcK3KlRkVfEXs604rlTgULF3j2fjcijeQkAVOPUQJerxfd3d3o7u6GKIqSd2ZnZwfz8/NobW1FNBpFIBAAy7JnzjukhNpJHYOtwhmfghqw08RrdH1BEDA7O4uZmRncu3cPw8PDhj4sjUwhCYKAqakprKys4NVXXzXUnK5RHphEIoFHjx6hs7MT9+/fh8fjoWXSDqEYLP+cy1MUnmz5bY2YY72pZ+LFzujLmcc1aQ5mS7UNpCQRl6ruq+LPZ6vz7NcsFImoqSdOEjDVemCqhWEYhEIhDA0N4cGDB/ihH/ohXLx4EcViEcvLyxAEAZOTk9ja2kIqdfrmptPpmgXMN7/5TfzkT/4kent7wTAM/st/+S+6t3/77bfBMIzyP5FhmNqnLMtwxqfABPVMIZH19URGsVjEu+++i3g8jpGRkTNm3VrWrpZK6+bzeXzve99DOp3GyMgIIpGIoXUbkULa3NzEe++9h6tXr+LGjRtSxIZ4Xqh4aSzupw3olJEGNd9LJaouq7boKFZthZMWrvzZOVCufOX7KGFNdr5VihJ5+qua94UguJmn64tw50XwHga8j8GP/9IfVb9oFYii6BgB0+hhjh6PB11dXXjppZfw0ksvwefzIRgMYnd3Fx/5yEdw+/Zt/Mf/+B8RDodRKFTfQjmTyeDu3bv4/d//fVP3m5+fx87ODnZ2dgCgB8B+1ZtQgaaQalg/lUrh8ePHhvwuajQiAqNsTmfmy1dPASOKIubn57G1tYX79++jo6ODmnUdRuanH1q2ViXxYlkqRhEwUHpbfAmgZMLc60kb89CoUcnMqxQ/ZiADHPXQi74ofTBy5OXU9UYQBEcJmHpHYPQQRREejweDg4MYHBzEl770JfzFX/wFvvrVr2JtbQ2dnZ34sR/7MfzET/wE3nzzTQwNDRle+80338Sbb75pek/nz5+XLpBFUdw1vUAFnPHK10CjIjDb29v43ve+hwsXLuDevXtVDWO0ywOj5dvZ3t7G97//fQwODuL27dumrxzs2K+aB4bjODx+/BgHBwd4+PChJF6IWffvhH6BihcHIHiZMv+LK382nUD8Lx6dk7GTJlAD5vwjBLaGeaRm00nudO2P6U1Bte+LJjpninqmkcixwimiwWnpLPkxvbOzEx/72MfwkY98BPfu3cM777yDN954A1/5yldw9epV/Mt/+S9t39O9e/fQ09ODD37wg2AY5g2r12+6CIwyheR2u2sKjVVCKQYEQcDCwgI2NzdV+7uYwc4UklwU6DWnM0M9PDDZbBaPHz+Gz+eTyrmpWdd5kOiLq3D63sm9L+6sCP5pia2ecDm9v/nHrssU6tSzSIzeZGbgaUm4jqHXnQE4jSaoauLFla9u4CVbfFbCbheCm5EEizf97FjwE7/wh/jLL/xjex8ckI4VThANJBrUyBSSHK1oUDqdRltbG+7cuYM7d+7g137t15BKpZBO12DiqkBPTw/+4A/+AK+88goKhQI+//nPA8DbDMO8LoriY6sep+kEjBK7TbzyFFKxWMT4+DgKhYJqozez1COFxHEcxsfHkclk8PDhw5p6AdidQkomkxgbG0N3dzeuX78u/Y2WSTsPV1GA4D09cBNBIa9O0UOrAkl02NFILmLqjdILU005tRx5RZTvyBoRSMQM76tfdYuTIjBO2gtwKmDUMgFqk6hDoRBCIfs+3NeuXcO1a9ekn0dHR/GFL3zhHQD/HMD/ZNXjOOOVN4k8ClOvFFIqlcKjR4/gdrvx8OFDS+ZK2N0HJpPJ4NGjRxBFESMjIzU3MrJTwGxubuLdd9/F5cuX8dJLL1GzroMp/ORrKLWdvep0Z8Wy6IsctQiFVyd1VM8KJD3Uoi9qqZtKaTB3xpynpVLUR28v0t9U1jBTdUREjprYkQ/t9J6cRkU+/PH/ZHzxKuF5XqpqaTRanW8bhVYExkGTqL8P4LKVCzrsmsc8dpt4XS4Xjo6OsLS0hOHhYcMl0kawuw/Mo0eP0N/fj2vXrlmyZ7v2CwBzc3N4+eWX0dnZSc26DofzPZ3jVaF5nTurfnWuJ1ychl76R4nnBCg97dauVk1kxoislkZiC/qChZR1m4pkmRklwALQ+fozvIixsTGpwVogELBcaDjNcwKctTU0Cr1J1A7pwnsPwI6VCza9gLEzAkNaOmcyGdy7dw/nz5+3dH2Xy2W5f0cURWxtbQEArl+/jv7+fsvWtlrAcByH6elpAMBrr72GUChE/S5NgDx9pIddqYWyKILiIUTGeNrHaJTDqlSSmhhyP+2Vw9WhSapVzQHlPpjT0moRruKpmffcuXOIx+N48uQJvF6vJGba29stiVQ4qQKJlFA7XcBkMhnDrTK0SKfTWFpakn5eWVlBLBZDNBrFwMAAPv3pT2Nrawtf+tKXAAC/93u/h6GhIdy8eRP5fJ54YH4MwIdq2oiCphQwDMNIV+d2RWCI3yWfz6Orq8ty8QJYn0ISBAHT09M4ODgAAHR1dVm2NmCtgMnlcnj8+LGUs/X7/VS8NAHFn3i1LH2k5aXQir540iIEj/kDvvzkW8m/Ia8iKhMeFYpl9ASNnoiRN5GTR2GcgLycWj4LychcpGr4xV/9Gr725V8Ez/NIJpOIx+NYWFhAsVgsa3/v9xscBqXAaREYp+wFON2P2tDHXC5X84Xsu+++ix/90R+Vfv4X/+JfAAA+9rGP4Ytf/CJ2dnawvr4u/b1YLOKXf/mXsbW1hUAggDt37gDAB0RR/B81bURBUwoYOXb4SE5OTvD48WMEg0FcuHDBtionKwVBoVDA2NgYBEHAw4cP8c1vfrOhc4v0ODo6wuPHj3H+/Hlcv34df/3Xfw2O4yTfCxUvDoVhIXhPxYde+sidVVcKnrT5cltvDVOoGfFZczqzowJqoVKzOjXc2WdRGOKVUaaRPBl1AzRbqlzNpZu200kjeU9ESfgxgghGAEpPzdpq/WC4p6LV5XKhs7NTSglns1nE43EcHBxgcXERfr9fEjORSMSwEHCSaGh0EzsleimkWucgvf/979ftmP7FL36x7Odf/dVfxa/+6q8qb2apeAGeAwHjdrstTSHt7OxgamoKQ0NDuHTpElZXV5HNZivfsQqsEl9kgGR7eztu3bolhTXtmBxd65pkXtSVK1dw8eJF6UtRKpXgdrupeHEqDIvihx+U/cqdF6WTmXQzDX1LxIs8+iI/GSt9G1rpjmqjBt5jAKJ5ISOPynhSxqZIsyXtOUVmPDVqGJlGzXC1V3R5UyIYlfOVyAKerCgJF/L+n+6JBVsS8H/6uT/A/+f/+Y8kocEwDFpbW9Ha2oqBgQFwHIdEIoF4PI6ZmRnwPI9oNHpmOKEaTkohOUlMAfopJId4YCynKQWMsgqJGD5ryUXKe6XcvXtXShnZWaZtxdpEcCkHSDZ6crQSURSxtLSEtbU1qReNKIoQRRGBQADf//738Xs/+UVL90uxCOb0IC14GQgeFq6CWH5iz4ko+bW/e6yJqcXe1FOh4zL/XRYN3KXWiEy1KSK1qIzbnuuimiHvgR7y6Is7J4KTvf8MJ+Kn2z9edvs/TX5eOtm73W6cP38e58+fhyiKSKfTZ4YTEjETDofLjutOSiE1SwRGrYz6eaEpBYwcl8slnQirFTDFYhETExPI5XJneqXYaRKuJaIhiiIWFxexvr5eJrisWFsLo1OulXAch8nJSaRSKen1lftdHj58SCMvToR5dqIQfuSeyt9PxYsaZg288pNmNeLFLN7j6kcAVMJVPP2vpBFp0YrCyNNI0loGmtp5yYRvjaiP7+hZGq6SD8aIeJHj0UgXch94Be6/flf6WS5o5GKGYRgEg0EEg0EMDg6iVCohHo8jHo9jcnISoihKYiYajToq6uGkvQD6ERiHlFFbTtMLGGIC5TgOXm+F2KoKcr/LyMjImUZAdkdgqhUElZrTVbu2HqRrrhmxmM/n8fjxY7hcLoyMjMDr9VKzbjPAlB+YRRcDtihC8JT3AAEgRV88WRGcogeMNy2Cq6EBm514T4BiFdEUK4y67gxUfSdavWLkHY2NpJGqQVO8nBYaQWQZMIKoOh/Je3L6C953WmvN8trHB73ojMfjQXd3N7q7u6Uq0Hg8jo2NDczOzkrppVQqhWAw2NAKICdFgwB1ASOKIjKZDIJBBznLLaQpBYz8Q0s+QNUImN3dXUxOTkp+F7Uvg9NSSPJW+yMjI/B41C+77EohAcZDp2RwZGdnJ27evCkJICpeHI5CvDAsg1KrC2xR++pceSXuNWjY9ZGUkcaRSNfAW8O5i/g7iLnVrJAhIkZegXTmNhntKIwZqjEFEx+M0TlTvmPxTApOZKDqgyHI00jy0urTxxfPRGG00IvOhMNhhMNhDA8Po1AoYHl5GYlEAmNjY3C5XIhGo+js7EQ0Gq1qHl0taEU8GgX1wDQhDMOYLqXW8ruo4SQBE4/HEYvF0Nvbi2vXrumqfztSSGYEDPHmXL58GYODg9L96FgAh6MiXgofvA+2KIJrVX/PiXhRRl8q4TOZrqiJCg/lOzIvYvTES7W4888GYBqBpI/MYHUJtehiwPCnL7AnzUvpQ5YTnn2eRGMXU3rRGZ/Ph2AwCJ7ncfPmTRwfHyMej2NlZQXT09MIh8NSuqm1tdX26EwzRGAAKmAcjxkhUCqVMD4+rup3qXVtsxgVGaIoYn19HQsLC7hx44ahmn67UkgAdNcVRRHLy8tYXV2VxKF8kjQAKl6ciop4AQBXSQDvOf2bqyBAcLNw5wRwgcoHb3n6SF6B5FaZXG0lepEDLZQppUqN7lwF/SGOwGkURm0sgjsPcNW1QtHeT6ncByOPvshnIclhBOPRMuBZGkkLwcPAVSA9gFwQfvw+3H/z+PSzZVDEyFFGZ4jvhGVZtLe3o729HZcvX0Yul5Mqm1ZWVuDxeNDZ2WlpEz0lTovAqF1YkhQS9cA4CKWyNmq0PTk5wdjYGFpbW6VJx5VotAdGEATMzMxgf38fr7zyCtrb2w2tbUcKibzuWuvyPI/JyUkcHx/j9ddfRzAYpGMBmgWZeCHCBQCEkdvgPSxcBQFcqwul1qcpWx3x4k3rD/jzpsWylJFW+khJPaZQm/XFeNNAUXYN5DIRlXHnjIkYT/asUDLyOCwnPu2Uq40vJT4z9YpnK7mkNNJTH4z0+6c+GL000ukerDsG6UVn/H4/+vr60NfXB57ncXR0hHg8jsXFRRQKBUQikbIRB1bgpAgMuUBUCphsNgtRFKkHxskYSSERv8vg4CAuX75sOLzodrulselWhyRJBZXWF0HenG50dBQtLcZjy3YIL4ZhNIVRPp/H2NgYGIbBw4cP4fP5qN+lGdCIugAA43JB8J0eELlWF1wFQZrFIwkYxcW4nngxcqVfbQWSkRJqo2iJGGXTNqN4skDJwDnTnXv6f5U0klq0x5MWpcaCTsNVEMEWnx4nHt4GvjtZ/lmrIhqjRMs743K5JLEiiiJyuRzi8TgODw+xtLSElpYWdHR0oLOz01QTPSVOKqPWGiyZyZy6v2kKycHonazl5cZ37twx3V6ffCC0RpXXgnxt5ZcolUrh8ePHZc3pzGDX4EW1dVOpFN577z10dHTg1q1bklmXRMWoeHEISj9CBfHCv/bS6UlIADi32vRpAZz/2RpmUhFOx4wnRhmFMYPRKIwWbLFcxJA0EpkQLUeeRjKbOqqE3AcjeBip9w//VAC7WAaiPPVUJzHDMAwCgQACgQAuXLgAjuOkEQezs7PgOK5sxIGZi0Q7zgnVQs5/yvNIJpMBy7Kmnlcz4YxXv0a0uvESv0s2mzXkd1HDTgGj5SnRak5ndm07Ul9KAUMiW2SvwLNwpiiKVLw4BfkJgzl7xakULwAg+FxS+kiJO1v+u0rRCe+Jc6MF1eLSmQxdK2bNvLVg2NSrSCOpoUwjubPcqbi5dwOIzUq/r5eYAc420Tt37pzUSDOTyeDw8BC7u7tYWFhAIBAoa6KnF51xkgdG7g2SQ/wvTkl1WU1TChg1D4zyZC33u+iVGxt5LDva8gOnYkC+trxbbaXqqErYYeIFngkYURTx5MkTPHnyRIpsUbOuQ1ERLOV/PiteyqIvT6uPqvGgqEUCjKI0ncqrlpQpo0JYRxwptqA0+CrNuuRnM34Yb1q9NwuZUSRPI7lNlEV7ZN16jZiGlWj5YHwpASJ79ve6PhgAvtTpiyP1gXkadWEEEVyg/A0TvOzTPZxOL2eMVCRZLGYA/ehMW1sb2trapCZ6xAg8NTUFURTLRhwo23Q4yQOjNwfpeU0fAU0qYJQoTbzV+l3UYBimLqXUHMdhYmIC6XS66miRHDsjMGSvyWQSr7/+OkKhEDXrOhUd8cIoDniSkHG7wXAixApTo0n6yJMRnjYwK0feN0YefTFq2lWWWesJKN9x+W2LIWuiPWZETLUN5oj35czvdYSOfDCmMo1Ui2jUwpuqfCxxZ3mwvAjO7ypLIwFPB0HevQZxfB5gWDAuQLTpmKpHpSZ6XV1d0sXYyckJ4vE4tra2MDs7i2AwKHlnSDm30yIwSrLZ7HNbgQQ8JwKGmHhJBGN1dRW3b99Gd3e3JevbLWCy2SzGx8fh8/nw8OHDqjoKK7HLAwMAc3NzcLvdGBkZkcy6tL+LA6lSvAh3rkD0sBDcz+7vKpT7XbQwO0JAKWZ8J88+s2oRAqOQrrJWCBnviTGfClsUweukyYyaeWuF5bRFIsMD3szpa3zaVZd5+m9tgeg7Pnvsk7rxuhgpCkNw53gwnAi+5Wkq8unniGEZuK4PQ1xYgSiIp5/Bp1EWUac02070ojOhUAihUAhDQ0MoFovSiINYLCZdFAf+/+2dd3wUZf7HP7O76b0XaiCQUBMgEIKIoJGAARLw7tTzd4C9gCeiYjkFCyeKDU7xkFMJdx7SEhIERaQEjqqk0BN6TSek7Kbs7szz+2Mzw8zubEs2lef9eu0LduaZZ57N7s589lvd3aHT6Zpt4XcUlmrAuLu7t2vF4takUwoYORcSX7Jeo9EgISHBoWaz1hQwhBAcP34c3bt3t1qczh6USiV0Osc66WtqalBfXw9fX1/ExcUJWVQ006gDYqN4EbuPoFKB6SWtMaRsZEFUjCBeVPWcxPJiDic1C9bZ9s8yLzjMdVFudhfqpq7KjS0UMs61BFov63M4qQl0npZFjNxrUTWYtmGQg3dJWTq/MbakU4sRu5GMxYu56rzm6sModCw4J8PnjeEIiIsToFSCAT+vEoRlJZ9DQcy0gjvJEpasM87OzggLC0NYWBg4jkNNTQ1OnjyJmzdvoqioCN7e3oJ1pi2K6BlDXUidGJZlUVpaCn9//xbFu5ijNQQMX5xOq9WiV69eGDBggEPnd7QLqaysTLASde/eXYixoZaXDoa1eBcL4gUAWB83ECcFGB0HqBTQe0gvEXJWGLH7yElt32dO3H/HnHhxBLw7qqVCpi1R1cunpDtpiImrytiNZA6XGs5yewbxWBnLizU4JQNFk0VG2SBzPMcBA/sCJ88bnhMOjFJpEC1NIqUjiBnAvHVGoVDA19cXKpUK/fr1g4eHh2CduXLlClQqlRA34+fn1yaZSndiFV6gEwsYhmFACEFpaSmuXbsGV1dXDB8+vFWUr6MFjLg4nYeHh83F6ezBUUG8hBBcunQJFy5cwJAhQ3Dt2jXBZcT/Tah46SC0QLwwzs4gEeGGX8wAWDcVlI0s9E0XX1W94bMktsTIxb3Yg3MNZ5dlwBG41NhmSZFDbIWxlIFkyQqjbCTQu9l+/ttVbY22W4m3seZGup1OTWRddc0RL2KIigHTlI2k0LFQ6AyBvAoAjFYPpl8vkIvXwBtiDDEx4gk6rpgBDIKGD+J1dXUViuhxHCcU0btw4YJgsRYX0WuNe9Sd2Ika6MQChq/vcvnyZXTr1g0ajabVzHaOFDCNjY3Iz88Hy7JISEjA8ePH26xei71wHIdTp06hoqICo0aNgo+PD65fvw69Xi/8PWiwbgehheKF8fcF9ByIM98ywPLnXU68qDSsYAUQu4+MLQPONdY/l5biX1pUtI5I42OstQswxlZXkiVXj6peKmL4tgq2upHMIec+4lHoiUnDTWP4OBhrAbu8G8k4DkbOjUSUCjCszPtNCBRBASBVNSA6HcBywmeUsKyJSJGNkWkj8SKHJeuMv78//P390a9fP9TV1QnWmYsXL8LZ2VloceDr6+uwIGAqYDoRhBDk5uYKGTsajQY1NTWtdj5bWxVYgy9O5+vriyFDhkCpVLZafE1L59VqtUIV4ISEBLi6uoIQAqVSiRs3bmDugLccuFpKi2iOeGmyrDDOzmCcncD5uAMKhRCvAMDEfcQjZ30RixdLGNePaW0s9URyriHQeUjXbIugca4lYK0IDYWOSHo/tQVKK0HEtmBLtpE1xG4kMQotC0bHgjg3fa683MHo9EBDA6DVGYSLKB5GLFoY40J4ho3tKmJ4zIkZAJIieizLCkX0CgoKoNPpJEX03NyaX9GQupA6EQzDICwsDIGBgXByckJDQ0OrBdkCjrHA8Kndffr0QZ8+fQRrUWsJmJZYYGpra5GbmwsfHx9BaPHBun379sWfQ5538GopzcYB4gV+PmBE1hdYsH7wriRhTj2BSm/58+tce3u/uFVAW7uP5HCu5aD1anngvDhl3BaMrTDC9iYrjKr+9nxiN5KTRrTdDjeScy0H0sw2Dc1F7EbinBRQ6AyfHUWdFkSlAAgBPNwN9fFYzrROHtf0o7FJqHQUd5IlLAUCK5VKBAYGIjAwEP379xesM2VlZTh37pxdRfSMsRTEGxgY2LIX1YHplAIGgOBvBMxX4nUULREZ4tRuueJ0rVmvpTnzlpWV4fjx4+jduzf69u0LhmEkwbpUvHQgmpkmDQCMk5NBvLi7gzirQJxVEusLj7KBFdJh24vWbuJoTcQYNygErGcbAQaxYWzhaS3sbQsgFwfDC017XHTGbiRVnR56d+ltRexGInxGko4FwxIQZyUYrQqMhzvQqAX0essupQ4WG2MNS2naHh4e8PDwQM+ePaHX64UieqdOnQLLspIiei4ulisYsiwrm7xC68B0Alozzbkl8+v1epw4cQI1NTUYPXq0bEfQ1qqYa++8hBBcvnwZ58+fx+DBgxEWFkaDdTsyjhAvKhXg4gToOTAMCzgpodDqwbk6gdGyUJr5xW5P8K6TmrVaEA9o3QwkW2iOJcYWESNG2WibyOBjYpqDnBvJuam2DsMSs1YYsZXMFozTqVW1OiH+xanWEOHMGgkZsRVGenKRGYllwTg5gYDvGqqXupREQqajxcVYw1qLg+DgYAQHB4MQArVajYqKChQVFaGwsBAeHh5C7Iy3t7dJvCfLsrL9jmgMTAdF/Aa2hQVGq7Whf72Iuro65ObmwtnZGQkJCWaL03UEFxKfFVVeXi4E69LKuh0YS+JFwdz+lSoWMsbixckJ8PIQrC+MjpWIF86tKa26yfoiZ4lRaVizYsbedOqOgHMtB527dRFjS1dqZdPlwpIVRlVPDP2FbEDZSGTPa4sbqTVxqtEbXEEyqNQGEcLoObBuRlYZkSUGHGcQMTo9GGcnEK0OTNONnfCfYXFsTNP1Ui5WxqRhaQfGknXGy8sLXl5eQhE93jpz7NgxABAsMwEBAXBycrpjY2A6RiOHFsLHaLRW5Vl7RcbNmzdx6NAh+Pv7Iy4uzmJl3fZ2IWm1Wvz++++oqalBQkKCRLxwHIfp3o9R8dJJkOtpBEAiXgAYxIuzM8ByBuuLjgXrbkZgN7Am4kWlYaHSSD9b4gBecTyI2PrC2RiD0ZoZSGLkCq+52JAhJcZJTazGv4jjVmxBHP9iC83tKn275xN3u7eRrees0RvECwA0/Zjk3zfeyiN+H5X1eig1BlVHZFyVAAAnVVNWXJN1UKW6/TlWKgG+XgyjkIh4Ru7zwo+xEiPWUfiD35OY4fO48BDfy5ydnREaGopBgwbh7rvvRkxMDFxdXXH16lXs378fR48ehVqthk6nE35w8tTV1bVYwOzbtw9Tp05FeHg4GIZBZmam1WOys7MxfPhwuLi4IDIyEmlpaS1agzk6x7trBV55tpYVxh4Bc/XqVeTm5qJ///4YOHCg1UCs1sxCsibo1Go1Dh06BGdnZ4waNUrINKKVdTs4Mr8ubRIvHAdGpTKIF5USxEkFNN1MFFrDd4fR2v5ZlLO+OGkc/1l2qWYlD1uxlIEkB2+tsFfE2CIgzLmPzIkVOTeSrS4oMcauIUYmO8gYa383Z0G42LYGImpJwWj1UNQZhAyjYw1ixkllsMIQIhUxgCCOAABN7QeEz3eTOLHahqATCRkesaARX8cZhoGPjw/69u2LUaNGYcyYMQgPD4der8fVq1dx4MAB/P777/j3v/+NyspKh7iQNBoNYmJisGLFCpvGX7p0CcnJyZgwYQLy8/Mxb948PPnkk2AYJqlFC5GhS7iQeAHTWnEwfK8lS3AchzNnzqC0tBRxcXE2F6dr7a7R5igvL8exY8fQq1cvoeElrazbSTC6GJsVL0olQAgYZ2eDeHF2BpydAI4F9DDcLABAxwIqBUiT2ObczF8WGJmAVsB+4WIuA8m5mjWN0zB6KhExTdeBRm/H3qBcajiHzmmpsFyL5zZK2TaOg7HUSsC51vZrjyBcmotCYRAqaHIdiRE+i7crBBrcSbfffsL/QOWIyJ1kJqBXTCdwJ1nCUpq2i4sLwsPDcf36dfTu3RtOTk44dOgQli5dihdffBHh4eHYvn07oqOjMWDAgGbVSps8eTImT55s8/iVK1ciIiICn376KQBgwIAB2L9/P9avX/8SgF/sXoAFOpcsNUNbdYw2B++GqaqqQkJCgl2VdVu7DoyxSZEQgitXriA/Px8DBw5Ev379AEAI1iWEUPHSkbFHvAAGi4tYvDgZLDDEzQWMngV0LIibExit9ZuTSuN4C6dzLWt4VBseJth4vXWp4ey20FjD9RYrm4EkhzUrjJz1RChgZ4PLyF43FGBjYK7IImPJjWRVvNjgRuKRWGR0LCCXhs+X3xfHvTAMYJRxJLHIwPB9MHEpdTJ3kiXMuZr4LCQ/Pz888MADOHnyJA4ePAiFQoFTp04hLi4Offr0wZw5c7Bt27ZWTXo5dOgQEhMTJduSkpIAIMHR5+r872gTrRnIa0lk1NbW4uDBg3BxcUF8fLzdxYhaMwYGgETA8MG6Fy5cwMiRIxEeHi7EDvF/Oxrv0oFpjngBpOKF5QA9C0bPgriZxr0oGg2/gBX1t79LDEssihenZggbXrgALUiTNvNrkhcyjijKZmyhsBQUy4sYpZl4f1tEiFjM2OJGstRQ0xy8G8nJgsCx2f1mrxtJZD2QxMLoWcNn08kJUIkEiUoFOKluCxWlwvAApC4kW+JiuiB6vR5arRZ6vd7EuhIdHY2Kigr885//xM2bN/HPf/4TSqUSH374ocOaBstRUlKCkJAQybam594MwzS/Wp8MXcKFBLRuKrW5uc0Vp7N37tZKowYMylyhUECr1SI/Px86nQ4JCQlwc3OTxLswDEPFS0emmeIFTioQwoHhuNs3CJHriLe+cK4GMcO5OEnEiyV44cKJ2gawTuIblPT7IM5Maquias41LLTeLatjY0+KtTnxYg1zhe1sRc6NJNlvZ0dqMS12HclAVAow+qbrnkp52wrDcgYrCyGASgVSV29wJQGGLCWlUshCEteEMa4FQ+TuBZ3clSSHSqVCWVmZkIWk1WrBMAwUCgUIIUIWkpubGyZNmoRJkya195IdSqcVMMY4qty/ubnFAkZcnG7o0KEmarMlczsKXmFzHAe1Wo3c3Fx4enpi+PDhUKlUNFi3M9EC8QKOgHFxNpjknZriX6ACafqVK3YdKRp14FwMwZOW4mAAQKG372agrLdtvCVh09wMJN4So/US/bK3FvhpPIeNIsZaOX+radXG25pZE8ZJzVpsZWDJ+iLGLvHCMAC53ROJKBlD7Rn+uVi0NEGclLfjYcRCRqlsqgmjAtHejosRhIlSITSCFFfpNU6xNuzuuIXuWkKWeg3Ky8tRUFCAwYMHw8PDQ1K7q7KyEgCsFsFzNKGhoSgtLZVsa3peQwipd+S5uoyAsSXQtrmIRYYtxemaO7cj4a1BFRUVOHPmDHr06IH+/fsLXbypeOkkWBAvYBTCxZlpsqowKpXh16uzk1S8EGIQLy4uAMsCKiUYnR5EaRAsvOvIGEW9HsS5yZrn0lQTpl4P4mT9Zu5Ue/vmx4niHtq6pD1gcIm4NAmZRhmLjLFrSC5bx/UWKxFBgKmlozUw7s/EtxYwdh8ZW2Es9WNSsOR2WjtLDJV0AaGhIwA4V+ttcxGZ9AAQrbUpdZoP3uVjboirCoxWf7svkli8qFQA/2NUpTJMr9MDSuXtgF6WbRIxHPhWA8aF7gz/dL2gXgD44MgCnD9/HleuXMGQIUMkFd45jkNDQwPmzJkDf39/i2U8WoOEhAT89NNPkm2//vorABxy9Lm6TAxMW1hg6urqcOTIEcEN01LxAjima7QcDMOAYRicOnUKAwYMQFRUFAAI8S40WLcTYOTTNxYvwn+VSiHFFISAcAYzPCNOT+UvYiwL4uJsEC+uMqmqMIgZRb1eIl54lLa6l9TygqjVMFNMTQ4XB8TGWMJYWJjGrRBZy4pxnylLKBsJlI32XTf4gGRbgnudWuA2Uqm1UNbpoKzVgvCfLT7mokkoCanUdY2ATg80NAkdPv6F4wSLIlQqQaALVkal0iBeREi+I3yQr7kaMZ2Y1Vc/h16vx6VLl8BxHK5evYrjx48jNzdXsL488cQTKCsrw9mzZxEUFNSi86nVauTn5yM/Px+AIU06Pz8fV69eBQC88cYbmDlzpjD+2WefxcWLF7FgwQIUFBTgq6++woYNGwDg8xYtRIZO+04ax5u0tgWGEIJDhw7Bz8/PanE6e+d29Lr5YF1CCAYOHIhu3bqZtAWg8S4dGGsBicbipQnCcSB8xhF/Q+eL13Hs7ZowOlGAbqPISuLiZNYSA9gmXpzUOrvEi8UA3lY01LjUcHbVe7H15q/QNQXINiO41hwqO4VKe1VBVqm1UGlse+/5lH1xwC70LNDQeNv6AhishWiywIif8xYYHivVqc1mJnUystRrABiKpQ4ePBhjx45FSEgIDh06hPvuuw/9+vXDfffdh/z8fGzZsgUBAQEtPufRo0cxbNgwDBs2DAAwf/58DBs2DAsXLgQAFBcXC2IGACIiIrBt2zb8+uuviImJwaeffopvvvkGhBCHplADAGOcZmuB1reV2gEhRFLe/8SJE3Bzc0NkZKTDz3X58mUUFBQgOjoavXv3dujcGo0GBw4cwMSJEx0yn06nQ35+PhobG6HVajFs2DD4+vrStgCdBUsuI6P90viXpl+cTYKFUakAF2fDBd/F2XBzcG3yhfM3Dz711VXaBI6PgwEgWGAUDTpwTeZ+sftIHMCraBTFiamkr8OcC8lYwEjcS0YvXRIDYxwwb+U6ZpxVI04ZbvRWWHUhGadT864kk2BZ3e3nOo+mLsRyKdSNpm0LeAuM3u32dqe6pm1GRQP5ujtyxQSNLTNiN5KxlUdSHbnp/6panfTva0VIqmqNIpf596Lpb8iI3xuOu72dtzyLA3gBg4DhRP9v2ifEv4hFDA/LmXcbdcK+SXJkqdfg1q1byMvLQ3R0NMLDwyX7q6qqMGfOHOTl5YFlWdy8eRP33nsvkpOT8cADD6BXr17ttHIBh/8k6XwS1Ayt4ULiOA6nTp3ChQsXABiCkxwNn4Vkh5A0i0ajweHDh6FQKDB69GjBKkXbAnQSHCleAOFCL4gXrc6seLFUB0YsXsyhtJBKzak69mXG3sq7gMESYy3+xUnDNat6rhzmrDD2upGsBS+rau1z/SnlrG28+OFrwRiLTaFGjIwVhkfYx7uOFNK2AhDVgLHkSpLpXi0aaOZVdTyy1GtQVVWFvLw8REVFmYgXlmXx5ptv4uTJkzhw4ACuXr2Ko0eP4p577sGGDRv4Oixdjk4bxCvnQtLpHOd3F6cdjxkzBv/73/9aJcZGnC0k14zLVm7evIn8/Hx069YNUVFRQiqdXq+nwbqdAWsXU2Pxwv96NG4VwLs2VdKLPUSZHNDpJB2AJcGU4lNyHJgGyzdIS8LFXlojAwmwbH0BALAETrUsdF72ff+c1Cx0nvZ/Z3kx4lQn3zxSVc9JrDB2rUnDmk2XdnSbB1nx0qIJm4Jy+SBeUeVeHkapBGlsBCCywCiaCtxZaeTYWZs/ZqnXoLq6Gnl5eejXrx+6desm2c9xHObPn499+/Zhz549wv6BAwdi4MCBePXVVx16b+xIdB4JKoNxOwFHxZLU1tbi0KFDcHJyEorTtWbFXKBlbRCuXbuG3NxcREVFITo6GoDhQ+3q6oqTJ09S8dLRMSNeCEekmRWApNu0IF6USuFCT1hWlGradHPlf826usiKFzFi95E1lHX2XxTbIwPJVvjUYlv6Bdk8p42iwZ4AXmtzGru7xG4tk7Gi1+pULXIFiS3CMoeLxYuJhUUy0MgKYxTMa2KF4W+04uuhyApD9HpTCwwgVOw1QRTrInyfxBCuw4uXmpoa5Obmom/fvujRo4dkP8dxeO211/DLL79g586dZt1ETk62f687E53WAmOMo1xIpaWlOH78OCIiItC3b19BJLV2vZbmzE0IQUFBAYqKijBixAj4+/sLwbocx2Ho0KFUvHR0rFhejMukCzRlHAk0Ff4CcDv7qKmWhnDTMP4VZqFaqaJBK2uVUegM7QcAgBNVUiXNKJLmVKuTxsMYT2ElDkPr4/iLslMtC72RVcRSOwGxFcacUHDSsNB5yFtqLFlhjC1HqkbOJBYGMLiRWBeFzWKJ4YjFjt/WsMny0lQTxuqw+sam2kS47QpqsrCAj3Fs2k4Id9tKw3+2AWlxO/Hc4gJ36HwWmCz1GtTW1iI3Nxd9+vRBz549Jfs5jsPbb7+NzMxMZGdno0+fPu200vajywiYlmYhEUJw4cIFXLp0SbY4XWvWa2nO3Hq9Hvn5+aivr0dCQgLc3d2F+i58PA0VLx0ca+JFZG2RK1gnbDcWL4Ah+4hlb2chKY3OpdMDTdYW4qwC09DUQqDpsyMWL9biX4wxDuAV4ySKsbBojbGhqrVz9e25tN6Ou5Q515rWe7FEc11JwvF1nM0uMlUjZ7G+i9lzWBE3fOaYRNwQYvI+tMRtxNRrb4sasWtIoTSIGF6c8K4jXqQ0bWcYhamIAUC0RkHETXVhDDvNd243ETIdSMRkqddArVYjJycHvXr1MrGsEEKwePFi/PDDD9izZ4/Q0+5Oo1MLGL4oG9CyXki2FKdrzVYF9taCqaurQ25uLlxdXTF69Gg4OTnR4nSdEfEF09Zqu4xCaGgniBW+UB0/LcuCEfc6EaecMgqJeAEgiBdLKJvqdkj619iAsl4P8RHEWEg5CHHFWEeIGXtFjCU3DWDZCmMOZQMH1tXGFgZGwbzGrQMYHWdT8UGzEEBpIUWaMIw020i8lgbt7SaM1rBFxPAxMPw1k7f28N+ZJrerbDsBdPzidmLx0rNnT0REREj2E0Lw0Ucf4dtvv8Xu3bsxYMCAdlpp+9OpBYyY5gqM+vp65ObmQqVSISEhwWx9l/bsdi2msrISeXl5CA8PR1RUlNDzgnaS7sTYWm1XbHlpEi+E44QbB+PsZBAvvNVFoTBc/J2bnutZwPgm1qgTeiMRF/nLAS9ebEXyK93GmJeWBOkaw4uZlgoZSyLGWLDwbhzjbWLMZhI12B60y7dkMLbCqOpYSUq75LwygdZiS4tztdZqbJJKrbUc6yIHw0ChbjDZZhAbTQKFD8DlrTAWICxrOJZvM6BQmIoYQJo2LXIRyQoXYV0dw5WUpV4DjUaDnJwcdOvWzcQtRAjB559/jhUrVmDXrl0YMmRIO620Y9ClBIy9FpjKykrk5+cjJCQEAwYMsNihs61aFVji+vXrOHPmDKKiogR/KB/vQi0vnRQr4kX4r1HaNH/hZkQuIskvTj0LiG9oepE7iUckXiRraNAJLiRx7xqx9YUzY4lRarQgZrLpmm19aXYPJD1AAJ1IyMhlIIlRGD13rmVtFhfWrCyMnpiNFTLOPLInqNcczW3gaM2NZNO5NY1GGxjrVhhrriQxciKGIyZp08YxMBZFjGFQu4mYLPUa1NXVIScnB+Hh4ejbt69kPyEEX375JT799FPs2LEDsbGx7bLOjkSXETD2Coxr166hoKBAIgYs0Z4uJEIICgsLcePGDQwfPhwBAQGSYF2Axrt0SmwUL2YPb0qdBnC7FgyjaBIvTWKFZQG9zFxmKu4yDToQJxWY+qb9NriMFI06oNHqsHaDL4uva6ZFxpYUaz7Q15qIUdZzYO1IkbbHjaTQciZWGLH1Rc6NpOJjX1hi1gqjUjeV/SfEohWGdyNJxItcMK85K4wxfGyLJFZFNB8vbMTzG1lSGAUjEfay8S+SF9F+4qW+vh45OTkICQlBZGSkJMuWEIJVq1ZhyZIl+PnnnzFy5Mh2WWdHo1MLmOakUXMch4KCAhQXFwuZO7bQXi4kvV6PY8eOQaPRYPTo0ULHUVpZt5Njh3iRWF8Uhgs4o1LdFi9OKkN8gMro68zKWF10OtNtgGFOG2JhxCibblREUmXXtjiPlgbwNgenGj30nvZd8hhemDSjToy9WKv/YtzRm3cjqepar3WASq21+f1QaBrNxsEYBliwwmi1hvR+nR7GtV94hGwjvuu1XFadyHUkCBdbGjyK9rc1Weo1aGhowNGjRxEUFCQ03RWWRQjS0tKwaNEibN26FQkJCe2yzo5IpxYwYviKthzHmXUFiYvT8Zk79szf1gKGV+QuLi5ISEgQgnWpy6iTI2NdEeJcxHVeYFS0Tk4cKBQmlUgNJniZz6rxBZ93H2m18qLG3PLrtFDaUl23A9Z84SvN6r3sT8G2VcSYKybHx82IrTBKK4UC+THNtcJYCuZ1qtFK0qnFVhhzbiRzVhje6iIbzGsppbpRlJnEp08LlhlTC424kJ3s/E1jZQN4he+dzL4OIF4CAwOFIqTCsgjBf//7X7z++uvYsmULxo0b1y7r7Kh0GQGjavr1ybKsrIDh8+m9vb0xfPhwYbyttLYLyXhuvudFaGgooqOjJcG6VLx0cviLpZXWAeZSp8HcNovz2UaMSnV7Gx9rwosSsdVFLFSM008BEHFMjNh9pGPBNNV/gYNbAzgygNdWVLW6ZokY5yod9B7Wrx2qOhZ692ZU6TUT+6Js4KBsZMG6SOe0lP0kF7xrjKWaMLzryBom8S4WB/NVcxmgrt5oMTJCRyRiSEOjZJxsEK/wvZCJd7EQHyP5LraRmMlSr0FjYyNycnLg5+eH6OhoE/GyceNGzJ8/H+np6ZgwYUKbrKsz0akFjLELCTC4XIyrDvLF6Xr37m3iW7QVpVIpaR7pSHjrEc+NGzdw+vRp9O/fX8j/p8G6XRu5vkeS7CP+YisKhBUCeFlW+FXMOIs++7zFRc6NBNyufipjfWEatSBObob/12tB5PrVwHLNF8m4Ng7gNZzU+Ll0A195Vudpn5BRafQ2iRhL2BsLY3YtdXpwRnEt1qwwwO3YF7Pr0xi5jswE88qJF6tWmPoG6TZLwsXcNjkRw1etFse/8N8bW0VJG4oXrVaLnJwc+Pj4YODAgSb3pczMTMyZMwfr16/vsr2MWkqnFjBi5ArCEUJw8eJFXLx4EUOGDGlRM8a2cCERQnDu3DlcvXoVw4YNQ2BgIAghguUFoMG6XQbj9gDm9sk0bTQMEbmJjKyJRK83jYcBDELFWLwYL6vxtkhn6u0T7LbGv/Ao1aJf1JJFMNB7ypczaA2c1DroPJ1MMpAsIRYx5ir1WrPCKOs5WYGmaGTBGVlalA2G91reCsOZiBhbrC9ySIJ5zYgW3o1kl+WFp75BPhZGTsw0CRai05tskxxj7EK1IZPIajZSKyIWL15eXhg0aJCJeNm6dSuefvppfP/995gyZUo7rbTj02UEDCAVGSzL4sSJE6iqqkJ8fDy8vb0dNrejUSqV0Ol0yMvLg1qtxujRo+Hp6UmDdbsqNooXANILsZyvRSxUFIyhV4wYsRvJErx53tmx5fmFm5zIrWtLAK8594Xeq3WEjZNaB9ZNejlkLLQQAGyzxPAiRs7Vo2xkwbq2bmCwHE5VjRLLmbEbSalpuaXZxApT3yA/0FKWEgDCC2o5YWOpbIZxITtr9WDayPLyt91zcP78eZSWlsLT01NWvGzfvh2PPfYYVq9ejenTp7fJujornVrAyHWk1uv1qK+vR15eHpRKJcaMGWO2OJ09tKaA4TgOpaWl8PLywujRo+Hs7CwJ1lUoFEj1mt0q56a0IXZ0nDY8Nep9xG8XWzr4z6QodkVifZETLmLrC8sBrIx4EZ1D4j6y4DKS/CJvhQBewjAmpexZO90/llCpddBbmI8x/qUPy32ShDEW4lSUDVIRo2hkhX+NrTDCMU1WGFWd+Rs4o2cl75tJMK+ek3X/Ger4mHEdif6vVDfYXthOTrxYssIAtwN1JZlFRiLGwlzmqvCapQ3qv2y4uQqlpaW4cOEC9Ho9WJZFQUEBSktLERcXBy8vL+zevRszZ87E119/jT/+8Y+tup6uQKcWMMYolUpUV1fj2LFjNhWns3fu1hAwVVVVKC4uhqurK+Li4miwblfFQsdpRsHYLF7AMLeL2JkrGNf0y1QiZIzjXLQ607nthNHqwYgbGJv7rln6DrYwZVosaBwhZvjYEEtCRjJexgqj0BqnO5u6eOyBdx9ZQnwOZb15a5vKTDsAsRXGUk0YwM6gXWPxYsXiAp0O4MjtvkeAiYgReh/JZB/Jxr/wGAXxGja1TWPHLPUa6PV6lJSUwNfXF0OGDEF1dTXKysowf/58XL58GUOHDsXZs2exaNEiPProo82K1bzTaJ3GJO2EXq/HuXPnEBkZiUGDBjlMvACtI2CKiorw+++/w9/fH15eXkJBOypeuhg2FKUD4W4/YLiwEj4okSO3H/yUYuHBW19kLAQm6HS3xUszYeq1JvExZsVLG6Kq1UJVa8b9YXTTZKzEQFgLcgVuW19siTexZC0xJ1B4a0xzYfT2HW/WdST624lbA1is+QKYdxsJk4lu0DqdSVYcwxhZWfR6QK+X9vmSBBpLP/+CUBF9r8S0lSuJFy95eXlQqVSIiYmBSqVCQEAABgwYgJycHKxYsQKNjY0IDQ3Fm2++iaFDh+KNN97A/v37m93jDwCWLFmCkSNHwsvLC8HBwUhNTUVhYaHV4zZu3Ijo6Gi4urpiyJAh+OmnnyT7CSFYuHAhwsLC4ObmhsTERJw7d67Z62wu7X/VaQG8QuU4DqdPn0ZDQwN69eplU2Vde2lOqwJz8MG6p0+fRmxsLAICAgR3Ee1p1AURixNzF9nbG8zPY5TJQ1jWYCpnOeviRaczPMylZhu7jxobDQ9dkzWnvrHp0bL4CGs9d5qL+GZqUciYO541FTiqOtuFnr1Bs0oZcSInWBSNLBSNpnM7VZlaQRQ6y58BVbX0GHGbCGOM/x6A7ZYXpq4ejHGKtGSA6DOg1Zqm84tr0zAKg+A2Et0mIsbcj0t7BEkriReWZZGXlweFQoGYmBiTH9Y5OTl45ZVX8NRTT6GgoADl5eV4++23cePGDUyfPh3r1q1r9vn37t2LOXPm4PDhw/j111+h0+kwceJEaDQas8ccPHgQjzzyCJ544gnk5eUhNTUVqampOHnypDBm6dKl+Mc//oGVK1fiyJEj8PDwQFJSEhoarIhWB8MQayr6Nu0Xtm0GQgjUajWOHTuGxsZGuLq6IiAgwKR7pyOorq7G0aNHcd9997VoHpZlcfz4cdTU1GDEiBHw9PTEtWvXUFJSIvS2oMG6XRhLAbzGQ427UPPIpVIbb1ep5F1JlgQMH8grjnlRiONfjNxNovNJLDDGIsVSAK/4ZmbFZG4p5sKSNUDv6WzVAiMnYITj3Z2axph2fDY5l4dK1oV0ey7DeyEnYORitJUNhveQM2q0qag3bCfO0vdEzurCx8IoeAuLuHJy0/+tBlsbZx2J65WI/m9RuEgWRW5/3oy38zS9B0SrNXn/hOE6kbgzEiDt3Y2aFy/5+fkghGDYsGFCuQ+evLw8TJkyBW+99Rbmz59v4jZiWRYsyzokjhMAysvLERwcjL1795otivfQQw9Bo9Fg69atwrbRo0cjNjYWK1euBCEE4eHhePnll/HKK68AMNwfQ0JCkJaWhocfftjc6R3+66VTW2Dq6upw+PBhKJVKIfi1vRsuWqKhoQFHjhyBVqtFQkKCkGnk4uKCyspKHDt2jIqXrgqjsM2VxA83J14swVtiWDMZGnLxLrxlRu5mYonm1nVpJnZ3QhahUmttLsome3ydTjaAVw5j8WI6V/OsuHJWGDmEYoPGx5txD9lqhVHUWv9lbbN4AQwVeGUnEQkj8WdY5v2XiBdA8h0T3K+i747gljWZqPXEy7Fjx8BxHGJjY03Ey4kTJzBt2jQsWLBAVrwAhvuOo8QLYBAaACy20Dl06BASExMl25KSknDo0CEAwKVLl1BSUiIZ4+Pjg/j4eGFMW9Gpg3hdXV0RERGB7t27g2GYVu8YzXEcCCHNCq6qrq5Gbm4uAgMDhfgcPljX19cXX6T+pxVWTekQWAjgvT1E9CvWUmAtLxyaMkL4fjCWLDEmaHUGa4rQCNKClcUGLMa/tGIAr73wIqY5NWZUGh30Hrf/xuayj5T1OrBulgOAVXV6WVeaskEP1tX6JZm3vgAAo2UFK4yime49iWWFL+Ev3q92YKfOBiuNHo0gYvcS3wPJwjW+I7QQyFKvAcdxOH78OPR6vWzl99OnT2PKlCl44YUX8Prrr7dJwC7HcZg3bx7uuusuDB482Oy4kpIShISESLaFhISgpKRE2M9vMzemrejUAkapVKJHjx6S546KU5E7F2Aw6dnbhqCkpAQnTpxAZGQkevfuDYZhaGXdOwnCWbSiGDdyNBE24l5I/AVfbLa3oY8R0erAKO28WFtyH3UmjG6SqupGsKJ6MnLxHnIYixhzWBMxjJYFMao5w1tYLIkYRaPexJUkO7+OBbHURVzPSdPhWWI27V1R23D7s8aR2/Ep4v5I9lhebIFhbtd/MarIKxEolppDirCYUu3gzCOxeNFqtbLipbCwEFOmTMFTTz2FRYsWtVm20Zw5c3Dy5Ens37+/Tc7XFnRqAQMYAnn5OB6VSoVG40ZfDkLca8lWAUMIwYULF3Dp0iXExMQgODhYqO9CK+veYdjS/8jWVGpLKBVC4C2USpCm4EemhVYWANKsEk9pI1SmXlS3Q4xRsKVkr0IaY8HDebjYtSyr2TAyKJuCfFmZwniWMpTsFTHmAmsV9XpwbpavI3z8izXEVhjZeWrqzVZJZupkrDYyVpgWY85FaWSFIXKuJUuF6yw1bwRsFyYOqAPDi5cTJ06goaEBI0aMMGlrc+HCBUyZMgWPPvooFi9e3GbiZe7cudi6dSv27duH7t27WxwbGhqK0tJSybbS0lKhkj3/b2lpKcLCwiRj+DjOtqJTx8AY05rF5hiGAcMwNs/P+z+vX7+O0aNHy4oXGu9yh2GmC7XgmxdlKlkM8OUv+nzRL51OeMA4LsAa5oRNo/Z2hohWKxUvSoXhedNDEC8OQqFpNHm0FkobspWM40TM1lIxCqC1lhVkdk0WhIuqWj4Wxdh9ZBwLwxhft4xjX2SsUExd099dJrBW2G4tVRqwHl/VdBMnWp2ZWBedZSuKOeEhqvtiLWDeUeLl5MmTqKurw/Dhw03Ey+XLlzFlyhTMmDEDH3/8sUPLfJiDEIK5c+di8+bN2L17t00JLgkJCdi1a5dk26+//oqEhAQAQEREBEJDQyVjampqcOTIEWFMW9HpLTBi+Eq8rYFcryVzNDQ0IC8vDwzDICEhAS4uLpLidAzDUPFyJ2LBlWTVjcR/7sRuJOM5zGQYWYypEVfqFX+2bbX4KCyMsxgbY98vT6Wo/ghhGLutNBbn1mjBetgXF6PQaMFZOca4Gq7JHBasMMoGPZhGFkSmGq9CqwfnbNT2wIzbSCFnYeGPsbRP0yArJiTU2zDGxuBwIk6TNhcbI7dd1H0aEMWVtWH6dJZ6DQghOH36NNRqNeLi4kwCb69fv47k5GRMnjwZy5cvbxPxAhjcRmvXrkVWVha8vLyEGBUfHx+4uRmatc6cORPdunXDkiVLAAAvvvgi7rnnHnz66adITk7GunXrcPToUaxatQqA4V44b948LF68GP369UNERATefvtthIeHIzU1tU1eF0+nFzBiF1JrWmBsnb+mpga5ubnw9/fH4MGDaWVdihQZEWPp16FVSwz/XxsEB9Hrm1xMliv5WjqPRewUJS1BbJUh7g5oFdKUpWOTkGmyXtgiYhT1WnBuongbrZGVpl5vECRGcS9MU5q1ORHTHBiWlbiSGI6TBmBbiIWRwBFDjSBA2mrAGFvFi5zbSFxx12i7oYGj/HWYUTCy1hqzzRsdKF6qq6tlxUtxcTGSk5MxYcIErFixos3ECwD885//BACMHz9esn316tWYPXs2AODq1auSNY0ZMwZr167FW2+9hTfffBP9+vVDZmamJPB3wYIF0Gg0ePrpp1FVVYWxY8di+/btcHV1bfXXJKZT14EBAJ1OB64pyKusrAxnz57F2LFjW+Vc+/btw6BBgxAQECC7v7S0FMePH0ffvn0REREhiCsqXigCVlKi5QrbCduMBYeZG4ekyJfxMeIMJfE+44uqUfsCueMNx4nnsBz/It1ne/0XY4xTqvkYGM7DBQpNo9Q6Y/KL3ajei8z1jzMKwDVJNTZ6zosYYxeS2I3DixhjAQMYLCoAJCKGEdWJ4QWMwsi1xFthFA23b/RiK4yiXmfS74gXMPwxJhlkSkZarNBcnR7jWEPj99AG8SIrXPh9cuKFx4KVvT3Ey5kzZ1BZWYm4uDiTG3hpaSkmT56MuLg4rFmzxiSV+g6D1oGxRGumUQPmLTB8sO7x48cxdOhQ9OnTBwBoWwCKKWbKmgPy4sVwSNMFmGVvPzhiWwVeMbbWbmlt91ELMCdegNtWmRbFzHCc3ccra+qtlu23JcXZWKDwMC1oKWAsvoxjYRiuGTdxa4kS7SBehKrUtuIg8VJYWGhWvFRUVGDq1KmIiYlBWlranS5eWoUu4ULiac00an5+YwHDsixOnTqFyspKxMfHw9vbW9JJGqCZRpRmYMlSYzEl24L1RTzO0e4je2gDVxMvQrhmupf444mLbU0dFXVaq+eyZH2RjLNRsCi0ekmKMWBDCjWkFhuTc6sbpELXuBu1OXFhyZVkPLQVxIvs9lYqWseLl7Nnz6K8vFxWvFRWVmLatGno168fvv/+e7tLb1Bso0v9VdvaAtPY2Ii8vDwQQkyCdXnXHA3WpZhgpbCdpPaLhfEA7LCqyGRA8YGTxlYNpRm3kEIBiO8hxi4iVzOBtQ2NgFvb+sZ5BCHTzKBfpk4rjbGxULnWmohRNGjBuVqJmWnQy1YdVtY0gDjbfrlWiDpSM3pO6kpiOakr0SQWhpP/XDWYSZWXG2MGs+JFrxe6rNuDUHHX8ES6XY4Wpkvz4uXcuXMoLS1FXFycEAzLU1VVhZSUFHTr1g3r1q0zyUaiOI4uJWD4arkcx7VKoJTYwlNbW4ucnBz4+flh8ODBUCqVNN6FYhsWxIk1N5JE3DAKqQtJHMDIMJJf5wwnjXchZlxPNltm5DCusir+vzjd1vg1uktvAA7D2L3EEXDut4WMrfVjTESMeJ+5YFJzJf1tETGNOnAylh9GqzcRMXIWF0Vtg9laP0yD+QaVZtPhbbWutEC8AAbroayIYUWfd0vig/+uWPsRK/7O2SFmePFy4cIFFBcXIy4uDu7u0npINTU1mDFjBgICApCeng4XF8dly1FM6VICRlxsrrUEDMdxKCsrw7Fjx9CnTx/06dNHCNblxQ0VLxSbMFMXRhAxdmQrWfpVbFGUWLoxWTyfA1sEiCu5MoxZa42l+BdbUdQ1SkSMBAsWAEsiRjq/1iYXjjURYwtMY1ORQhvcRlatMHX10s+bsRVGLE7EFXl5LLiFAOviRViHsYgxFtpNIsachcXmOBg7rTDLT74LjUaDkpIS3LhxA3FxcfDw8JCMUavV+MMf/gB3d3dkZma2eUbOnUinFzDGMTCAQcC0htlOoVCgoqICFy5cwJAhQxAaGiqJdyGEUPFCsQ0LbqHb1hbji6yNDR4tihIL8TOWhI6jBIst8S/GxdEc7H5SNBVoI25WRIRxxlKd1qobh9FzYPScaSaTkUVG0aA1CA8jSwvTFBMjtsIoGnWS/Ta5kvSsiRXGxPpizlVkDC9eLKVLW/gM2CpeeBiFwrRRo3i+looXO/nyzGKUl5fj3LlzAICwsDA0NjbCzc1N+KFcV1eHP/3pT1AoFNiyZYuJZYbSOnR6ASOGYRgoFIpWCeTlOA5VVVVoaGjAqFGj4OPjQ4N1Kc3HSoyLnLXltntIAXFjOkOhu6YnRiKkVawv9mCPuDE3tknQ8HuJg1xOfKVZYs4iYzye48DYaD1R1OtMRIzsnI06s4HC5lxJsvM0WWEkIsVYxMiIGgC3BYpxjSJLAoe3wrTQbSR7jCXxYqFlgEkxOzPj7CFLvQaA4UdxdXU1+vTpA7VajRMnTmDRokXw8fHB/fffjx07dqCxsRG//PILPD097ToHpfl0KQEDtE4gr1arRV5eHvR6PYKDgwXxQoN1Ke2NidDhCMQlmyR1nhhGUgCMMQrClTbKM3JfiQN027nDtKR5oDnrjLF7yfimJtrP1DXaLGIAURaPnrVoxeFFjKK2AcTVQnNHCyJGdrxWb7WLswmiNUtEjKbeKOvISMSIBYpxLIy4Eq9MnIylbKPmYKuFxayQaaZ4uXr1Ki5duoQRI0bA29vbMBUheO+995CRkYEVK1bg2rVrGD16NFauXImpU6ciOjq6zfoc3cl0+jowxh8SR6dS19bW4tChQ3BxcRGaYIktL9O9H6PihdJ8LGQkyf6StFIIT4LFCr92zNPUHfj2o1F4QKszxD/wD3H/JDvW02z4nkwthNE0SAu4OQhFbZP1yMh9Ixfky8ikVCvUZjo9y1gpGLXM38FKfRqLaLWmQsmScLLWlBEwWF7MpUPr9GatLxabNRoJE9nvTjPFy7Vr13DhwgUMHz5cEC8AhDYxpaWl8PPzw7FjxzBz5kzs27cPw4cPR2RkJNatW2fXOY3Zt28fpk6divDwcDAMg8zMTIvjZ8+eLfTsEz8GDRokjHnnnXdM9kdHR7done1Jl7PAOLKdQHl5OY4dO4ZevXohMjISV65cAcuyNNOI4jjMdKk2bJK54Ru5niwF/UonsydOxUE9jIxFjHgN5lKum4vYKtMCFxNTrzVYVWSaG1ocD5hW7DUe26Aza4lhGuUbGQIwiBUn0aVaaz6TSNZNZFz3xXiMsavI2Aojl4VkrpWAHfVgbMWeTtOOqP3Ci5fr16/j/PnzGDZsGHx8fCRj9Ho9nnjiCVy4cAF79uxBUFAQhgwZgmeffRYajQa7d+9Gt27d7DqvMRqNBjExMXj88ccxY8YMq+OXL1+ODz/8ULLGmJgY/PGPf5SMGzRoEHbu3Ck878w1ajrvys3gCBcSIQRXrlzBuXPnMHjwYKFluEKhgFqtRmVlJR7vNd8Ry6VQZLHaPVd0g7l90ZaJi5GJgTGxvli64Tg6QJfHOHbCkYG6vJhp5pxMvRZgORA3Ucq1pQwlkYixOrcFEQOtDnC2I/nAWNiYg2PlqyaL3wNjEWOpoJxxJV4j0SJrfWmFmBfTTY4TL0VFRTh79iyGDRsGX19fyRiWZfHss8/i9OnT2L17N4KCgiT7PTw8MHXqVLvOK8fkyZMxefJkm8f7+PhIhFZmZiZu3bqFxx6TeghUKhVCQ0NbvL6OAHUhGcFxHE6dOoVLly5h5MiRCAsLE1xGgYGB8PHxoeKF4ljMpFMbP2yfTvSdMG47wHKCqV72xmGHa4mxx51lS2dj8cPGRoAAzLs1+Lk09baNN8JsXRTAxDXD1GsNlg6xtUPOfaNn5V09/Hshtq6I3x9zN3l+e6NR8C4PL0Q4o7XUmXFNAYa/vbFw4P9mloQNIO0qbQMdUbwUFxejoKAAsbGx8PPzk4xhWRYvvPACjh49il9//bVDC4Fvv/0WiYmJ6NWrl2T7uXPnEB4ejj59+uDRRx/F1atX22mFLYdaYERotVrk5+dDr9cjISEBrq6ukmBdJycn/G30xw5eMeWOx4IbSTrMTDG7lpza+LsiIzQYvrtuW3Wb5tcgFjEtdTnVN9ge8CuqPcLUN0osMTbRoAVaUufFnCVGZ0fwrrmMIzEcJxWsxlYYlpVa8BoazX8GCJEXI53M8lJSUoIzZ84gJiYG/v7+kjEcx+Gll17Cvn37kJ2d3WIXUWtSVFSEn3/+GWvXrpVsj4+PR1paGqKiolBcXIx3330Xd999N06ePAkvL692Wm3z6XICprkxMGq1Grm5ufDy8sLw4cOhUqkkwboKhQKpXrMdv2AKhcf4omtLXIzshdrGejEmk8vfnPj+NMauJ8IwbSduHCFm+GBfO49nNHWG/1hySRkXXGvQmgoIsWWkUQeYyzzS6827kvR6wDhmQVNvug0wtZaYcyVJ1m1kdTIWMWYw15bC7PgOKF5KS0tx+vRpDB06FAEBAZIxHMdhwYIF2LFjB7Kzs9GzZ0+7ztHWrFmzBr6+vkhNTZVsF7ukhg4divj4ePTq1QsbNmzAE0880carbDmdXsAYu5BUKpXdLqSKigrk5+ejZ8+e6Nevn1BZlwbrUjoSVuNimpCrFyNbD8YO0WEubsZc8z1J2rWj00ntETNyNzheyNgbI2PJimMMn21jaX28iJG7mdfVA/YU45QTNnJWmPp6qSARW2H491Lu/eLjWmSq8ErcRqJ4GLPCtzXFi53w4qWsrAwnT57E0KFDERgYKBnDcRzeeustZGVlITs7G3369GnxeVsTQgi+++47/OUvf4Gzs2VLoK+vL/r374/z58+30eocS6ePgTHGHgsMH6ybl5eHgQMHon///mAYBhzHUfFCaV9siIuxB8KykgcIJ41zcKTIUChAtLrbj6b0a5uwdx18vIytMTNiF0x9g0Eo2JOKXd8AqOtsP5+1ccbxOWJ0Ovnn5n6gibdrRXVfrGEcoGzkpiINRn8ba589QiTCVtwaoNUtL3b2NgIM2aYnTpzAkCFDTAJyCSF4//33sW7dOuzatQv9+vWzef72Yu/evTh//rxNFhW1Wo0LFy4IiSqdjU5vgQEgWEwAg4BpNI6Sl4HjOJw5c0boKOrn5wdCiGB5AWhlXUo7YkOMi9xF3KaUajHmbhqiX/N2ZS1ZQE7EMC4t7wkkwIuFlriYrPxilT2fNUtJQ6O8i0cvCtzlXUbG4kSnk5+ft7jYGTQLQN4tZGxJM84sIpw0aLvJEiMXtEuMhReaRIyZBqJA21teeG7evIkTJ05g8ODBCA4Olp6HEHz44Yf47rvvsGfPnjavl6JWqyWWkUuXLiE/Px/+/v7o2bMn3njjDdy4cQP//ve/Jcd9++23iI+Px+DBg03mfOWVVzB16lT06tULRUVFWLRoEZRKJR555JFWfz2tQZcQMGJsCeLV6XTIz8+HVqtFQkIC3NzcaGVdSsfEhrgY6XBiNcjXphRt0c2G71zN2JKya2cTVeMboEMEjdjqYY8gAaQpwi4uptk7cmi11s9jbYylFGoZQQDAILiMhYheb2pR4V1JYgFpLGLM1G8RixFjEUMaGk3ebznxYjhfK4oXO2NeAIP1pbKyEseOHcOAAQMQEhIinZIQfP755/jqq6+wa9cuWTHQ2hw9ehQTJkwQns+fb8h+nTVrFtLS0lBcXGySQVRdXY309HQsX75cds7r16/jkUcewc2bNxEUFISxY8fi8OHDJpanzgJDbI1qF9cn72BotVpBeFy7dg0lJSUYOXKk7FiNRoOcnBx4enpi6NChQrAu7zKiwbqUToU9Hav5MRb7I1kRIEbzM8aWBXu7wFuw5lgVM9auXeL9Li62VZU13mYs2uRuxPwxvECRc/HwokIsYuTGyb1/vNvFeC06vXyArU4nv11OKCiVUoEktrpodabvd9PnQxL71PSemxUvgFkBY494MWxuWYVdwCBebt26hby8PERHRyM8PFw6JSH48ssv8dFHH+GXX34xey+h2I3DI/27hAVG7EKyZIG5efMm8vPz0b17dyHehQbrUjotzUyhltw0GIXNwcGyc8nchBlbrR5WXFFil1OLLTO8ZcXS2uQEDb8Gc+cXH8Pf1I1FnNgiwlti5MQLyxpirsVCxULMiHCMWKzwIsLcduO1GYsOY0uMUdCuuaDt1hYvjrS8VFVVIS8vD1FRUbLiZdWqVViyZAl+/vlnKl46OF1CwIgxF8R79epVFBYWYuDAgUL+Pp8iTcULpasgvtDbWs1XenNgzVtobM2CMspmYezJpjE3p6PEDL82W0SWWHg0as2LGGPMxa2I12DJUmWuwq54u1jY2JjqLAdhpe+3bDo0L2LM9SnSas2LUXvFi600U7xUV1cjLy8P/fr1M6njQghBWloaFi1ahK1btyIhIaFla6S0Ol1SwIjTqDmOQ0FBAYqLi2mwLqVrYdyzxmS39Fer3WnY4mObeYMETH+dM05OLcp6kogZc3Ej1txLWq3hxmyPGLIlaJf/21kSMfz1SSyijP/mlirvyokbORHDbxP//UVp0/z7YixiZLEh8wiA9H3V6+Wz6drJ8lJTU4Pc3Fz07dsXPXr0kE5JCL7//nu8/vrr2LJlC8aNG2f3OShtT5cQMOJaMGIXEh+s29jYiISEBLi7uwvF6ViWBcMwNFiX0rmxI8jXRNDYoUkI797gj7UW0GtBoJgIGnsDbcVz8RYDQuyzzPB/C14M2dWDqEmcWBNJ5mJReOyxBvHw9WWMY4+0OgA6Sd0XotMBOp2JOCGNWpO/leH9FX2WxK4ksbvL6H01cSHyx/HbjUR2e4mX2tpa5OTkoE+fPiZF6Agh2LBhA15++WWkp6dLAmcpHZsuIWDE8C4kjUaD3NxcuLu7Y/To0SbBulS8ULokRt2qLQ5tupnYnXoNmFoMWmKh0YotKi0QM7ZYZswea7CuMC5NKdgWmjcCMIgTYxEhd3O25k4CDEJG7u/HiwBzKdj8dnEml0zxOrGFha/DQhq1Upcgb/ERu7bkMpPEherM1aMxCZY2iJj2EC8fHFmAK1eu4OLFi+jdu7dJXyAA2Lx5M+bOnYv169cjKSnJ7nNQ2o8uJ2B4C8zhw4fRrVs3REVF0WBdyp2JFReT7HgxZo6VdUUZ35zkbrq2LKE5YkbGEsJbZmSFjAV3iCBkjEVHcwJ8eXiLk5OTmeDdphop4rWKx/FixfhYOUsMAOhZEKP3UtZNJFNV17g/EtFqTesAEWJejJjZ3h7iJe3aMqGrNMMwuHXrlnB/6N27NwBg69ateOaZZ/D9999jypQpdp+D0r50CQEjdiGVlpYCACIjIwW1TcUL5Y7EBvFiMS5GRtDYnLFkfLNthqAxznhpjnXGopDhx8jdRJvEiVm3FGsU4AuYlu03tuLodJZjfyzVgrGl+q7x+pRGNVrkRARHTEVHk4gRYmQ4TiJihGq6tsZUmROMrew20mg0qKioQEREBMLCwlBeXo7jx4/j4YcfRt++fTF8+HBkZWUhLS0N06dPt/sclPany7QSIITgzJkzQuXCkJAQId5Fr9eDEELFC4VihF1tCQh3uxWBvfCxG3b2KZOcXqsVHrc32rZ2cWsDq4j+Hra2QSCEs5xKzI8zfv3GWTpanezfiOj0smX4iU5v8n4I5zCeW6c3FSt6Mx2ujcQX3w5Asgbx54ZlZa0vLRYvzSBLvQZ1dXXIyclBeHg4+vbtCw8PD/Tu3RvJyck4d+4ckpOTcfjwYQCG6rTPP/88tm/fblMVd2vs27cPU6dORXh4OBiGQWZmpsXx2dnZYBjG5FFSUiIZt2LFCvTu3Ruurq6Ij4/Hb7/91uK1dna6hIDR6XTIzc1FRUUFEhISoFAooNfrhWBdwLTpI4XS5eF7w9jQI8beHksmvZXsQSxmmiloTISMrXCc/ccSIhUxlqrK6nQGISMTQ8P/nYhebz5+BLDcL0i0T/J/0dwS+LUap12bTGzU/0hG2BDO1Kpj0R3nCPHSjM7S9fX1yMnJQUhICCIjI02u/WfPnsU333yDRYsW4datW/j222+hUCjwzDPPICAgAEePHrXrnMZoNBrExMRgxYoVdh1XWFiI4uJi4SFubbB+/XrMnz8fixYtQm5uLmJiYpCUlISysrIWrbWz0yUq8V66dAlFRUWIiYmBk5MTdu3ahWHDhsHLywsAoDDy4aZ4zmqPZVIoHQc7YmPsLXTXkpTr5sbOADbWm5ELzhVnVMm6MIyyt2TWaOKGYjkTt5Vsejpj3s3DZ3rJCRrGSSUvdMxdz+Vet9xYhjEVQbwAMCfc5ASJpCO6dLvx58nR4uXo0aMICgoS4h/FHDx4EDNmzMDHH3+Mp59+WrKfEILjx4+jf//+cHNzs+vc5mAYBps3b0ZqaqrZMdnZ2ZgwYQJu3boFX19f2THx8fEYOXIkvvzySwCG8iA9evTACy+8gNdff90ha20DHG5F6BIWmJ49e2LEiBFwcnICIQQqlQpXr15FdXW1yQdYrVbj1e1P4b0D85FR/V07rZhCaWc6g3XGTnjrhy2uHAk6vfm6K7IBwlILjlwMjWHcbZeV7N+B5ZpviZHrcs2y8kKFZU2tKSwr6RJ9e4cZAWeHeDHZ3zRGsBKJPkuOFC8NDQ3IyclBYGCgrHj57bff8Ic//AEffPCBiXgBDGIjJibGYeLFXmJjYxEWFob7778fBw4cELZrtVrk5OQgMTFR2KZQKJCYmIhDhw61x1I7DF0miFecaTRw4EAUFRUhPz8fSqUSwcHBCAkJAcuyOHHiBHr06IG+ffuCYRihpTpALTOUOxgb06+bUxyPsKwwp13WHPHN3U7LDNHphJuxEPxrNTW6yW1i6VyiOQQRY6VfEtHqTF0v4v16PRiVSlbkCEJFbNXix5mrwCvOJBLPKZMWLQ7QtZpZZMZaZGJRkXsdLYyPsUSWeg0aGxuRk5MDf39/REdHm4iT3NxcTJ8+HQsXLsScOXM6VEhBWFgYVq5cibi4ODQ2NuKbb77B+PHjceTIEQwfPhwVFRVgWdak4WRISAgKCgraadUdgy4hYPhgXf7h5+cHf39/cByHyspKlJWVIS8vDyzLwt/fX6jGa/whpmKGQoHNYsYw1IbWBeJCZs2sDmy3mBFZEnihIef6kT1GfC5r7jBCLGcPAQZBwQsfXuwYixz+nGZL8psRK/x2M5lEcus1trwYZxmZzH97YNMapTVdhA7osFOoyNEC8eLj44MBAwaYXNePHz+OlJQULFiwAC+99FKHEi8AEBUVhaioKOH5mDFjcOHCBXz++ef4z3/+044r6/h0CQHzzTffoLq6GtOmTUP37t2FD6hCoYC3tzcuX74MhmEQFRWFuro6nDx5EoQQBAUFITg4GAEBASZxMlTMUCiQTaU2P7QZ1hl7ejfxNNMyI3bXWBUzaApabbrZM05Oli04fHaTNcFjqRUAD782YzFgb+0VXriJex0J1hQjq4k9qdGtlUHUDPGi1WqRm5sLLy8vDBo0yEScnD59GlOnTsVf//pXvP766x1OvJhj1KhR2L9/PwAgMDAQSqVSKBHCU1paitDQ0PZYXoehSwgYb29v/PDDD/jb3/6GYcOGITU1FSkpKfDy8sIf//hHBAUFYc2aNYJvMyoqCtXV1SgtLUVBQQH0er1EzCiNLkJUzFAoTTTLOmNDrx04UMzYkJjAixnGxmP4uBrJ65CLj+HH8QHFcqLHmtgxV6AOkC1IJwn85Svu6vUWj5G4k8TWIHFxu7ZMi26GeOGzTz08PGTFS2FhIaZMmYKnnnoKCxcu7DTiBQDy8/MRFhYGAHB2dsaIESOwa9cuIRiY4zjs2rULc+fObcdVtj9dIgsJMLiRSktLsXnzZmRkZGDPnj3w9fVFt27d8MUXX2DEiBGyH2BCCGpqalBWVobS0lJotVoEBgYiJCQEAQEBUFn4pUbFDIXShD1ZTXZmKdmbBQXA7tYGJqLASrwMo1TKpxmLx5iz2oiPk3P/iOaStZ6I1mCu8aal4GAT7CgeZ0+hOXvqC9kDL15ycnLg5uaGIUOGmFjQz58/j8mTJ+ORRx7B0qVLTfa3Jmq1WqhHNmzYMHz22WeYMGEC/P390bNnT7zxxhu4ceMG/v3vfwMAli1bhoiICAwaNAgNDQ345ptv8MUXX2DHjh247777ABjSqGfNmoWvv/4ao0aNwrJly7BhwwYUFBSYxMZ0YByuILuMgBGzb98+TJ8+HcOGDYOTkxN2796N/v37Y9q0aZg+fbqsnxQwiBm1Wo3S0lKUlZWhvr4egYGBCA4ORmBgIJwspGlSMUO5o7GnZYHxoXaIjVYRM8auLyeVVQEjBAiLBYYZsSJxV9laeE80l2BVsTWji+VkWgQ0ndd4u0yArsSiIxovmxrdDuJFr9cjJycHzs7OiImJMREnly9fxqRJk5CSkoLly5e3qXgBbqdFGzNr1iykpaVh9uzZuHz5MrKzswEAS5cuxapVq3Djxg24u7tj6NChWLhwockcX375JT7++GOUlJQgNjYW//jHPxAfH98WL8lRUAFjjTVr1uD555/HJ598gueeew6EEFRXV2PLli1IT0/Hjh070LNnT6SkpGD69Omy6p1HrVYLlhmNRoOAgAAEBwcjODiYihkKhacF4sVkqtYUM+bmNneztZA5ZCJE5NwTcvVjZNKZhf28ULEmnnjErh9+rcbpzvzfyPg1KhibXUSMgrErHd6ilcYG8WMOXrzk5uZCpVIhNjbW5Np97do1JCUlYdKkSfjqq6/aXLxQLEIFjCXKy8sxcuRI/Otf/8L9998vO6ampgbbtm1Deno6tm/fjuDgYEHMDB8+3OwHXqPRoKysDGVlZaitrYWfnx9CQkIQFBQEF76DrQxUzFDuCBwoYoQprWYAmVopbIYfb4ulwFjIyJbeJ9KxFsYwoiBeWWEgJ4Z4YSJei7FYUSosVgkWI1dQDrDdRWQuXslRvYyMyVKvAcuyyM3NhUKhQGxsrEmsYnFxMZKSkjBu3Dj861//MtlPaXeogLGGVquFs41N3zQaDX7++WdkZGRg27Zt8PX1xbRp05CSkoL4+HizX4D6+nrBMlNTUwNfX1/BMuPq6mr2fFTMUO4YHCxoTINQzd8U7RYzltZqfB4ZK4qsCJKzDolv+k7ydV9MhBBgsyiR7T5uJuhazk3UEeJb5ODFS35+PgghGDZsmMm1ubS0FJMnT8bIkSORlpZGxUvHhAqY1qK+vh47duxARkYGfvzxR7i6umLatGlITU3FmDFjzAbzNjQ0CJaZqqoqeHt7IyQkBMHBwVYrOlJBQ7kjaA0xY+ON0ZKYMUn7lhtr7jziscY3c/Exliw9hLM8jzlsccfw+2S22+wO6kDi5dixY2BZFsOGDTO5FldUVOCBBx7AoEGD8N///tdi4gWlXaECpi3QarXYuXMnMjIykJWVBYZhMGXKFEyfPh3jxo0zG/+i1WoFMVNZWQkvLy/BMuPh4SEZ29DQgLy8PDg7O2Po0KH4g9+TbfHSKJT2xdFixo44GGnAreXLmc0iSe71yB1nyTICGIRMc2NHGIXNYsGqlcVKjEpbixeO43Ds2DHodDoMHz7cRJxUVlYiOTkZffr0wYYNGyzGJlLaHSpg2hqdTod9+/Zh48aNyMrKglarRXJyMlJTUzFhwgSz8S86nQ7l5eUoLS3FzZs34eHhIbQ04DgO+fn5CAwMRHR0NG02SbkzaUcxY+u5rc3J39AFcWTtxm3OMiK3LjtFiblYlOa4iCydx4aBNs9pDl68HD9+HI2NjRg+fLiJOKmqqsLUqVMRFhaG9PR0i7GIlA4BFTDtCcuy2L9/PzZt2oTMzEzU1tZi8uTJSE1NRWJiolmXkU6nQ0VFBcrKylBeXg5CCPz8/NC/f394eXlZLLBExQzljqATihlzN/RmpXrbgDWhwu9raQE5m8WPjfPZy0dH30BgYCCuX7+OhoYGoVGvmJqaGqSmpsLHxwdZWVkWYw8pHQYqYDoKHMfh8OHDgpgpLy9HUlISUlJSkJSUBE9PT5Njzp8/jytXrqB79+5obGxERUUFnJ2dhZgZb29vKmYolPYSMzYG8zJKpU03dFuyfMytrUVixdZgXke5iKxZlezg28ufoqysDMXFxeA4TrBa+/r6CiJFrVZjxowZcHZ2xtatW+Hu7t7i81LaBCpgOiIcxyEnJwfp6enIyMjA9evXcf/99yMlJQUPPPAA3Nzc8Oyzz6KkpAT//e9/4evrC8Bg0bl586ZgmVGpVELMjK+vLxUzFApgW5yJg1xCsvNZujHbIHosxt7YMsbK/M2JjxE3YGz2eR1MlnoNCCE4deoUqqurERUVhaqqKpSXl+P555+Ht7c3Jk6ciP3794MQgp9++kn2hyKlw0IFTEeH99vyYub8+fPo1asX6urq8P3332PkyJGywoTvnF1aWory8nIwDCP59WGpIBMVM5Q7BlsCVh0tZmybTPrclkBeuXHWxjjA2tEit1Mri5fTp0+juroaI0aMkMS0nD59Ghs2bEBmZibOnz+PIUOGYMaMGUhJSUFMTIxD+hzt27cPH3/8MXJyclBcXIzNmzcLvYfkyMjIwD//+U/k5+ejsbERgwYNwjvvvIOkpCRhzDvvvIN3331XclxUVBQKCgpavN5OiMMFDC1T6GD4Ikvvv/8+duzYgcjISOj1eoSGhmLixIlITU3F6tWrhVgY8XGBgYEYNGgQxo0bh8GDBwMATpw4gX379uH06dOoqKgAJ1OlM0u9RnhQKF0aW26ghLv9sDiMCI+WjLH5nMZj5MbaOkczkXsdHUW8nDlzBlVVVRg+fLhJQG7fvn1x8uRJ+Pj44Pz583jllVdw4sQJjB07Fr1798bXX3/d4nVoNBrExMRgxYoVNo3ft28f7r//fvz000/IycnBhAkTMHXqVOTl5UnGDRo0CMXFxcKD7zJNaTnUAtNKHD9+HMnJybjvvvuwatUqODk54fz589i0aRMyMjKQn5+Pu+66C6mpqZg2bRpCQkLM9meqqqoS+jOxrEl5owAARDlJREFULIugoCCEhITA39/fYsEmapmhUETYaZmxdGO3ZL2Ri1/pCNgV3Gt6sOMWIoIXLwUFBbh58ybi4uJMAnK1Wi1mzpyJa9euYefOnQgICBD2NTQ0YM+ePfDw8MC4ceMcti6GYaxaYOQYNGgQHnroISxcuBCAwQKTmZmJ/Px8h62tE0NdSJ2BhoYG9O3bF8899xz+9re/mQgTQgguX76M9PR0bN68GUeOHMHo0aORkpKClJQUdOvWzayYqa6uFqoA63Q6BAUFCc0mqZihUGzEkf2brJXSR/PEjD0Bv9biWZrtJrKjxoy98OLl7NmzKCsrQ1xcnEkmp16vx+OPP47CwkLs3r0bQUFBrbIWY5ojYDiOQ+/evbFgwQLMnTsXgEHAfPzxx/Dx8YGrqysSEhKwZMkS9OzZs5VW3qGhAqazUFxcjLCwMKvjCCG4ceMGMjIykJ6ejoMHD2L48OGCmOndu7dZMVNbWyuImYaGBqFzdlBQkMVqlFTMUCgiWqGPk/lT2ZaZZKv1p0VWFTlaSawYw4uXc+fOoaSkBHFxcSbZRHq9Hs888wyOHTuG3bt3IzQ0tE3WBjRPwCxduhQffvghCgoKEBwcDAD4+eefoVarERUVheLiYrz77ru4ceMGTp48CS8vr1ZafYeFCpiuDCEEJSUlyMzMRHp6Ovbu3YshQ4YgJSUFqampiIyMNCtmNBqN4Gaqq6uDv7+/0GySds6mUGzEgRlP1k9lZ42V1qaNxcuFCxdw48YNxMXFmVQqZ1kWc+fOxaFDh7Bnzx5069atTdbGY6+AWbt2LZ566ilkZWUhMTHR7Liqqir06tULn332GZ544gkHrbbTQAXMnQIhBDdv3kRWVhY2bdqE3bt3IyoqSujPNGDAALOR93zn7NLSUqjVavj7+wvp2XKNLsvLy3HixAksn0aDgCkUAQdmPLUbDm5F0FL4RIMLFy7g+vXrsuKF4zjMmzcPu3fvRnZ2dru4W+wRMOvWrcPjjz+OjRs3Ijk52er4kSNHIjExEUuWLHHASjsVVMDcifCBvFu2bEF6ejp+/fVX9OrVCykpKZg+fToGDx5sNs26rq5O6M9UU1MDPz8/Qcy4uLjg2rVrOHfuHAYNGoSQkBDJsdQ6Q6HYgS2F8FpL8NgiVNoZXrxcunQJV65cQVxcnEkdF47jsGDBAmzbtg179uxBnz592mOpNguYH374AY8//jjWrVuHlJQUq/Oq1Wr07NkT77zzDv761786aLWdBipgKIYy2lu3bkV6ejq2b9+O0NBQwc00fPhws2KG75xdWlqK6upqODs7Q6fTYdCgQVb9y1TMUCh2YIuQsFY7xpzYMRYrHUyoyMGLl8uXL+Py5csYMWKESQwIx3H429/+hvT0dOzZswf9+vVr0zWq1WqcP38eADBs2DB89tlnmDBhAvz9/dGzZ0+88cYbuHHjBv79738DMLiNZs2aheXLl2PGjBnCPG5ubvDx8QEAvPLKK5g6dSp69eqFoqIiLFq0CPn5+Th9+nSbBSR3IKiAoUhRq9X4+eefkZGRgW3btsHPz09wM40aNUo2M4kvtnfr1i14eHigpqYGXl5eQksDa6W5qZihUByIPa6qTiBWjOHFy5UrV3Dx4kWMGDEC3t7ekjGEELz77rv4z3/+gz179iA6OrrN15mdnY0JEyaYbJ81axbS0tIwe/ZsXL58GdnZ2QCA8ePHY+/evWbHA8DDDz+Mffv24ebNmwgKCsLYsWPx97//HX379m3Nl9JRoQKGYp76+nrs2LED6enp2Lp1K9zc3DB16lSkpqZizJgxUKlUqKiowJNPPoknnngCEydOhIuLC7RardA5u7KyEp6enkIVYGP/tDFUzFAoFHPw4uXatWs4f/48hg8fLlgneAghWLJkCVatWoXdu3cLRTwpXQ4qYCi20djYiF27diE9PR1ZWVlQKpVITEzE/v37ER4ejvT0dKEnkxidTofy8nKUlZXh5s2bcHNzEywznp6etD8ThUKxCV68XL9+HefOncOwYcNMrjmEEHz22WdYtmwZdu3ahdjY2LZfKKWtoAKGYj86nQ6rV6/G/PnzERgYCLVajeTkZKSmpmL8+PEmZbt59Ho9KioqhGaTrq6uQgAw7ZxNoVDMwYuXGzduoLCwEMOGDYOfn59kDCEEX3zxBZYuXYpffvkFI0eObI+lUtqOrtkLacWKFejduzdcXV0RHx+P3377zeL4jRs3Ijo6Gq6urhgyZAh++uknyX5CCBYuXIiwsDC4ubkhMTER586da82X0KHZt28fXn31Vbzxxhs4d+4cNm3aBC8vL7zwwguIiIjAk08+ia1bt6K+vl5ynEqlQmhoKIYOHYrx48ejX79+aGhoQE5ODvbv34/CwkJUVVVBTgTT/kwUyp0J/50vLi5GYWEhYmNjZcXL119/jQ8//BDbtm2j4oXSLNrdArN+/XrMnDkTK1euRHx8PJYtW4aNGzeisLBQqGYo5uDBgxg3bhyWLFmCKVOmYO3atfjoo4+Qm5sr+E4/+ugjLFmyBGvWrEFERATefvttnDhxAqdPnzbps9HVycrKwp///Gf885//xMyZMyX7WJbF4cOHhZYGFRUVmDRpElJSUpCUlGQ2/oXjONy8eVNIz1YqlYJlxs/Pj1pmKJQ7FF68lJSU4PTp04iJiZH0LgIM4mX16tV48803sXXrVof2MKJ0aLqeCyk+Ph4jR47El19+CcBwc+zRowdeeOEFvP766ybjH3roIWg0GmzdulXYNnr0aMTGxmLlypUghCA8PBwvv/wyXnnlFQBAdXU1QkJCkJaWhocffrg1XkaHha/zcu+991ocx3Ecjh49KoiZGzdu4P7770dKSgomT55skjUgPu7WrVtCFWCGYYRmk35+fmZTugEqZiiUrgQvXkpLS3Hq1CkMHToUgYGBkjGEEHz//fd45ZVXsGXLFtmsH0qXpWsJGK1WC3d3d2zatElSMGjWrFmoqqpCVlaWyTE9e/bE/PnzMW/ePGHbokWLkJmZiWPHjuHixYvo27cv8vLyJAFh99xzD2JjY7F8+XJHv4wuB59mzXfOvnjxIu677z6kpKQgOTkZvr6+Zlsa3Lp1S6g1QwgRmk0GBARQMUOhdFEyqr+DUqlEWVkZTpw4gaFDh5rUOSGEYMOGDXjhhReQnp6OpKSkdlotpZ1wuIAx3/GvDaioqADLsiYVYENCQlBQUCB7TElJiez4kpISYT+/zdwYimUUCgViY2MRGxuL999/H6dPn8amTZuwYsUKzJ07F+PHj0dqaiqmTJmCgIAAQcwwDAN/f3/4+/sjKioK1dXVKC0tRUFBAfR6PQIDAxESEoKAgACT+jT8r7e6ujo8Evxcm79mCoXSPF75+Uns3bsXnp6eqKmpwcCBA2WLtG3evBlz587Fhg0bqHihOIR2FTCUjg/DMBg0aBAGDRqEhQsXCkHA3333HV588UWMHTsWqampmDp1KkJCQiRixtfXF76+vujfvz9qampQVlaGs2fPQqvVCp2zAwMDhc7Z1dXVyMvLw8e5f0O/fv3AMAy1zFAoHRi+MeP169dRWFgIFxcXnD59GsXFxcjLy8P48eMRGRmJH3/8Ec888wz++9//2tQviEKxhXbNQgoMDIRSqURpaalke2lpqdnS9qGhoRbH8//aMyfFNhiGQf/+/fHmm2/i999/R2FhIR544AGsX78e/fv3x6RJk/DVV1/h+vXrkswkhmHg4+ODfv364a677sLIkSPh7u6OixcvYu/evcjPz8fZs2dx9OhR9O7dG/379xeEEM1molA6Jvx3srKyUuindvfdd+Ouu+5CQEAA/vOf/2D48OEYMmQInnzySbz33ns29Quyl3379mHq1KkIDw8HwzDIzMy0ekx2djaGDx8OFxcXREZGCpVzxdibHUtpe9pVwDg7O2PEiBHYtWuXsI3jOOzatQsJCQmyxyQkJEjGA8Cvv/4qjI+IiEBoaKhkTE1NDY4cOWJ2Tor9MAyDPn364NVXX8WBAwdw6dIl/OEPf8CPP/6IgQMH4r777sPy5ctx+fJlEzHj5eWFyMhIjBkzBvHx8WAYBleuXBFiaG7cuAGtVmtyTrGYoYKGQmk/xOLl2LFjiI6ORlhYGABDL6DevXtj7969WLNmDdzc3DBgwAAsXLgQkZGRePnll/G///0PLMs6ZC0ajQYxMTFYsWKFTeMvXbqE5ORkTJgwAfn5+Zg3bx6efPJJ/PLLL8KY9evXY/78+Vi0aBFyc3MRExODpKQklJWVOWTNFMfQ7llI69evx6xZs/D1119j1KhRWLZsGTZs2ICCggKEhIRg5syZ6Natm9B6/ODBg7jnnnvw4YcfIjk5GevWrcMHH3xgkkb94YcfStKojx8/fkemUbc1hBCUlJRg8+bNSE9Px759+zB06FCkpKQgJSUFkZGRkgDg9evXIzAwELGxsXBzcxMCgGtra006Z1uCupoolLaBFy9VVVXIzc1FVFQUunXrZjJu3759+OMf/4gvvvgCs2bNQkNDA3bu3InMzExs2bIFzzzzDBYvXuzQtdnSRfq1117Dtm3bcPLkSWHbww8/jKqqKmzfvh2A/dmxFJvoWllIPF9++SU+/vhjlJSUIDY2Fv/4xz8QHx8PwNAwq3fv3hIT38aNG/HWW2/h8uXL6NevH5YuXYoHHnjg9kIJwaJFi7Bq1SpUVVVh7Nix+Oqrr9C/f//WegkUGQghqKioQFZWFjZt2oQ9e/YgKioKKSkpmDJlCr788kv8+OOP2Lt3r0nn2fr6eqHOTHV1NXx8fISWBtZEKBUzFErrwIuX6upq5Obmol+/fujevbvJuAMHDuDBBx/EJ598gqeeesoka5FlWdTV1Zl0pG4ptgiYcePGYfjw4Vi2bJmwbfXq1Zg3bx6qq6ublR1LsYmuKWAoXR/ePbRlyxZs3LgRu3fvhoeHB/785z/jz3/+MwYPHmw2zbqhoUFoNllVVQVvb2+h2aSbm5vF81IxQ6E4BmPx0rdvX/Ts2dNk3G+//YaUlBT8/e9/x5w5cywWtnQ0tgiY/v3747HHHsMbb7whbPvpp5+QnJyMuro63Lp1C926dcPBgwclYQcLFizA3r17ceTIkdZ8CV2ZrtlKoKNgT9DWv/71L9x9993w8/ODn58fEhMTTcbPnj0bDMNIHpMmTWrtl9Eh4VOsH3zwQej1ekRFReG9997DjRs3cN999yE2NhZvvfUWcnJywHGc5FhXV1f06NEDcXFxGDduHMLDw1FZWYkDBw7g8OHDuHTpEjQajex5acwMheI4ampqkJubiz59+siKl9zcXEyfPh2LFi1qc/FCufOgadRN8EFb4pYGSUlJZlsaZGdn45FHHsGYMWPg6uqKjz76CBMnTsSpU6ck/uBJkyZh9erVwnNrsRxdmbKyMjzwwAPw8/PD//73P3h5eeH555+HWq3GTz/9hIyMDCQnJ8Pf3x9Tp07F9OnTMXLkSEnNGGdnZ3Tv3h3du3cXOmeXlpbiwoUL8PDwECwzHh4eJhdPsYihlhkKxXay1GtQW1uL3NxcREREoFevXiZjjh8/jmnTpuG1117DSy+91GHFi7lMVm9vb7i5uUGpVNqdHUtpH6gLqYmWBm2xLAs/Pz98+eWXQs+h2bNno6qqyqa0vjuB7777Djt37kRaWhqcnZ1lx9TV1WHHjh1IT0/H1q1b4eHhgalTpyI1NRUJCQlCzRhj9Ho9ysvLUVZWhoqKCri6ugoxM15eXrQ/E4XSTLLUa6BWq3H06FH07NkTffr0MRlz+vRpTJ48GXPnzsXChQvbTbzYGsT7008/4cSJE8K2P//5z6isrJQE8Y4aNQpffPEFAMP9oGfPnpg7dy4N4m0+NAamNXBE0FZtbS2Cg4OxceNGTJkyBYBBwGRmZsLZ2Rl+fn649957sXjxYpPmZncShBCbL24NDQ3YtWsX0tPTsWXLFiiVSsEyM3bsWDg5Ockex7IsKioqUFpaioqKCjg7OwuWGW9vbypmKBQbyVKvgUajwdGjR9G9e3f07dvXZExhYSEmT56MJ554AosXL25z8aJWq3H+/HkAwLBhw/DZZ59hwoQJ8Pf3R8+ePfHGG2/gxo0b+Pe//w3AkEY9ePBgzJkzB48//jh2796Nv/71r9i2bZtQIdhadiylWVAB0xoUFRW1OGjr+eefxy+//IJTp04JWTLr1q2Du7s7IiIicOHCBbz55pvw9PTEoUOHTErpUyyj0+mQnZ2NTZs2ITMzEyzLYsqUKUhJScH48ePNuuZYlhU6Z5eXl0OlUgmp2eZ6OvFQMUO5k8lSr0FdXR2OHj2KsLAwkxIIAHD+/HlMnjwZjzzyCJYuXWqx31lrkZ2dLdsUctasWUhLS8Ps2bNx+fJlZGdnS4556aWXcPr0aXTv3h1vv/02Zs+eLTneUnYspVlQAdMatFTAfPjhh1i6dCmys7MxdOhQs+P4RpM7d+7Efffd57D132no9Xrs378fGzduRGZmJjQaDZKTk5GSkoL77rvPbGYSx3GorKwU0rMZhhHEjFzn7PLycpw4cQL9+/fHnOi/tcVLo1A6BFnqNaivr8fRo0cREhIitPYQc/nyZUyaNAmpqalYtmxZu4gXSqeCCpjWoCUupE8++QSLFy/Gzp07ERcXZ/VcQUFBWLx4MZ555hlHLP2Oh2VZHDp0COnp6di8eTMqKyuRlJSE1NRUTJw4ER4eHrLHcRyHqqoqlJaWoqysTOicHRISAn9/f5SUlODMmTMYPHiwicmYWmYoXRmxeAkKCkJUVJSJeLl27RqSkpKE9iFUvFBsgAqY1qI5QVtLly7F3//+d/zyyy8YPXq01XNcv34dPXv2RGZmJqZNm+bQ9VMM79nvv/8uiJmioiLcf//9SE1NxaRJk+Dt7S17HCEEVVVVQhVgnU4HQggiIiLQu3dvi+4+KmYoXYks9Ro0NDTg6NGjCAgIQHR0tIl4KS4uRlJSEsaNG4d//etf1B1OsRUqYFoLe1safPTRR1i4cCHWrl2Lu+66S5jH09MTnp6eUKvVePfdd/Hggw8iNDQUFy5cwIIFC1BbW4sTJ07c0enUbQHHcTh27Bg2bdqEjIwMXLp0CYmJiUhJSUFycjJ8fHxMLsyEEJw/fx7Xrl1DUFCQUJUzMDAQISEhQvNRc1AxQ+nMZKnXoLGxEUePHoWfnx8GDBhg8h0pKSnB5MmTMWrUKKSlpVHxQrEHKmBaE3taGvTu3RtXrlwxmWPRokV45513UF9fj9TUVOTl5aGqqgrh4eGYOHEi3n//fRrF3sYQQnDq1Cls2rQJmzdvxpkzZzBhwgSkpqYiOTkZAQEBYFkWTz75JPr164cXX3wRnp6eIISgtrZWsMw0NDQgMDAQwcHBCAoKMpvSzUMFDaWzwIuXnJwceHt7Y9CgQSbipby8HA888AAGDx6M//73v1Y//xSKEVTAUCgtgRCCs2fPIj09HRkZGTh27BjuuusuNDQ04Pr169i2bZtJXyb+OI1GI8TMaDQaBAQEICQkBEFBQWZTunmomKF0VLLUa6DVanH06FF4eXlh8ODBJuKlsrISDzzwAPr27YsNGzZY/bzfCXTv3h1vvvkmnn/+eWHbwYMHkZiYiDNnzsgW+7vDoa0E7gTsaWmQlpZm0q7AuNkhIQQLFy5EWFgY3NzckJiYiHPnzrX2y+iQMAyDqKgovPnmm/j999+Rm5uL4uJiFBYWQq1W44UXXsBXX32FGzduQCzuGYaBp6cn+vbti4SEBCQkJMDX1xdXr17F3r17kZubi+vXr0Or1cqel7Y0oHREstRroNPpkJOTA09PT1nLS1VVFVJSUtCzZ0+sX7+eipcm4uPj8fvvvwvPCSGYN28eXnrpJSpe2ggqYDoYfEuDRYsWITc3FzExMUhKSkJZWZnZY7y9vVFcXCw8jF1bS5cuxT/+8Q+sXLkSR44cgYeHB5KSktDQ0NDaL6dDc+vWLTz99NMIDw/H5cuXcfz4ccyYMQNbtmzBgAEDcN9992H58uW4cuUKjC2VHh4eiIiIwOjRo3HXXXfB398fRUVF2LdvH44ePYpr166Z/ftSMUPpCIjFi7u7u2xD1ZqaGkyfPh2BgYHYtGmT2QradyKjR4+WCJj//Oc/uHbtmqRJJKV1oS6kDoa9LQ3S0tIwb948VFVVyc5HCEF4eDhefvllvPLKKwAM3WRDQkKQlpaGhx9+uNVeS0emsrIS99xzDyIjI/HDDz9IrFaEEBQXF2Pz5s1IT0/H//73PwwdOhSpqalISUlB3759zRbAa2hoEGJmqqur4ePjI9SaoZ2zKR2Fv2bNhKurK/R6Pdzd3TF8+HCTgFy1Wo0ZM2bA2dkZ27Zts/r5vdP43//+h/Hjx6O6ulqw7L777rt44okn2ntpHRUaA9OVaU49mrS0NDz55JPo1q0bOI7D8OHD8cEHH2DQoEEAbhfPy8vLQ2xsrHDcPffcg9jYWCxfvry1X1aHhOM4rF69GrNmzbIYjEgIQUVFhSBm9uzZg+joaEHMyKWZ8jQ2NgrNJm/dugUvLy+hP5O7u7vF9VExQ2ktxKnSLMuCZVk4OTlBrVaD4zjcf//90Ov1ePDBBwEA27Ztg6enZzuvuuNRV1cHHx8f7Nq1Czt37sSPP/6InJwcWhPHPDQGpitTUVEBlmVNspRCQkJQUlIie0xUVBS+++47ZGVl4fvvvwfHcRgzZgyuX78OAMJx9sx5J6BQKPDEE09YzaRgGAZBQUF4+umnsX37dpSUlOCll15Cbm4u7rrrLowcORLvv/8+Tpw4AY7jJMe6uLige/fuGDFiBMaNG4fu3bvj1q1bOHjwIA4dOoSLFy9CrVbLnpe6mSitQZZ6DViWxYkTJ+Dm5oaxY8di/PjxGDBgAAoKCvD000+jV69eGD9+PEpLS7Fx48ZWEy/2xPqNHz/eJNaPYRgkJycLY2bPnm2yf9KkSa2ydgBwd3fHkCFDkJ6ejk8++QSff/45FS9tDM2D6+TwAaU8Y8aMwYABA/D111/j/fffb8eVdT0YhoG/vz8ee+wxPPbYY6iursaPP/6IjIwMTJgwAd26dcO0adMwffp0xMbGSi5mzs7O6NatG7p16wadTic0m7x06RLc3NyEZpOenp4mFh1exOh0OvzB78k2fc2UrgMvXvLy8sAwDGJjYwW3UWBgIF566SU8/fTTmDVrFs6ePQu9Xo8+ffpg8uTJmD59ulA/yRHwsX4rV65EfHw8li1bhqSkJBQWFiI4ONhkfEZGhiRA/ubNm4iJicEf//hHybhJkyZh9erVwvPWrrc1evRofPHFF0JPNkrbQuViB4IvlFZaWirZXlpaitDQUJvmcHJywrBhw4TurPxxLZmTIo+Pjw/+7//+DxkZGSgtLcXixYtx/fp1TJ48GUOGDMHrr7+OI0eOmFhmnJycEBYWhtjYWNxzzz3o06cP6urq8Pvvv+PAgQM4d+4cqqurJYHDWq0WOTk5eOd/85BR/R21zFDsghcv+fn5IIRg2LBhJjEvWq0Wjz/+OIqLi/Hbb7/h0qVLOHDgAAYNGoSPPvoIISEhZmPt7OWzzz7DU089hcceewwDBw7EypUr4e7uju+++052vL+/P0JDQ4XHr7/+Cnd3dxMB4+LiIhnn5+fnkPWaIyYmBk5OTvj4449b9TwUeaiA6UA4OztjxIgR2LVrl7CN4zjs2rVLYmWxBG8eDgsLAwBEREQgNDRUMmdNTQ2OHDli85wU63h5eeGhhx7C+vXrUVpais8++wyVlZWYPn06oqOj8corr2D//v1gWVZynEqlQmhoKIYOHYp77rkH/fv3R0NDA3Jzc7F//34UFhairKwMv//+O9zd3RETEyPceKibiWILWeo1QmVqlmVlxYtOp8MTTzyBy5cvY8eOHfD39wfDMIiJicE777yDY8eO4cKFC/D19W3xengxnpiYKGxTKBRITEzEoUOHbJrj22+/xcMPP2zS6yw7OxvBwcGIiorCc889h5s3b7Z4vZZYt24d5s6di8jIyFY9D0Ue6kLqYMyfPx+zZs1CXFyc0NJAo9HgscceAwCTlgbvvfceRo8ejcjISFRVVeHjjz/GlStX8OSTBlcDwzCYN28eFi9ejH79+iEiIgJvv/02wsPDJYHCFMfh7u6O6dOnY/r06WhoaMDOnTuRnp6ORx55BE5OTpg6dSpSU1MxduxYSU0NpVIpZCxxHIebN2+iqKgIx44dg0KhgL+/P6qqquDn52fWzQTQAGDKbcTiRafTYfjw4SZxX3q9Hs8++yzOnDmD3bt3IygoSHaubt26OWRNlmL9CgoKrB7/22+/4eTJk/j2228l2ydNmoQZM2YgIiICFy5cwJtvvonJkyfj0KFDDm15wHEcysvL8e233+LcuXMWm/1SWhcqYDoYDz30EMrLy7Fw4UKhpcH27duFL/vVq1clsRW3bt3CU089hZKSEvj5+WHEiBE4ePAgBg4cKIxZsGABNBoNnn76aVRVVWHs2LHYvn27ScE7iuNxdXXFlClTMGXKFOh0OuzZswebNm3C448/DpZlMWXKFKSmpmL8+PGSGhsKhQIajQbV1dXo0aMHAgMDUVZWhhMnToAQIsTM+Pn5mQQOUjFDAW6LlxMnTqCxsREjRowwKULHsizmzp2LnJwcZGdndwq38rfffoshQ4Zg1KhRku3ikhBDhgzB0KFD0bdvX2RnZ+O+++5z2Pn37duHe++9F9HR0UhPTzfbJJbS+tA0agqlHdDr9fjf//6HTZs2ITMzE3V1dXjggQeQkpKCxMREHD16FH/84x/x5ZdfYsaMGYLFhRCCW7duoaysDGVlZWBZVrDaBAQEWMyCoGLmzoEXLydPnoRGo8GIESNMitBxHId58+Zhz5492LNnD3r27Nkma2tOuQgejUaD8PBwvPfee3jxxRetnisoKAiLFy/GM88844ilU1oGrQNDoXQ1WJbFwYMHkZ6ejs2bN6OyshIcx2HGjBn4/PPPzdaMIYSgurpa6M+k1+uFztkBAQFWzeZU0HRNstRrQAjByZMnUVtbi7i4OFnxsmDBAmzbtg3Z2dmIiIho0zXGx8dj1KhR+OKLL4T19OzZE3PnzpUt2MmTlpaGZ599Fjdu3EBAQIDFc1y/fh09e/ZEZmYmpk2b5tD1U5oFrQNDaVs6e62GzoBSqcTdd9+NZcuW4euvvwbHcRg3bhwOHTqE3r1749FHH8XGjRtRW1srOY5hGPj6+iIqKgpjx47FiBEj4OrqinPnziE7OxvHjx9HSUkJ9Hq97HlpEHDXgxcvp0+fRm1trVnLy9/+9jds2bIFO3fubHPxAhhi/f71r39hzZo1OHPmDJ577jmTWD+5kvzffvstUlNTTcSLWq3Gq6++isOHD+Py5cvYtWsXUlJSEBkZiaSkpDZ5TZS2h8bAUMzSVWo1dBY2b96M//u//8M333yDRx55BBzHIT8/H5s2bcKSJUvw7LPPIjExESkpKXjggQfg4+MjuJYYhoG3tze8vb0RGRkJtVqNsrIyXLx4EadOnUJAQACCg4PNds6mcTOdH168nDlzBlVVVYiLizP5bhFC8N5772HDhg3Ys2ePbOf1tsDeWD8AKCwsxP79+7Fjxw6T+ZRKJY4fP441a9agqqoK4eHhmDhxIt5//316fenCUBcSxSz29mUyZtmyZVi4cCGKi4uFdMfZs2ejqqoKmZmZrbn0TsfJkycxevRorF27VtbczbsENm3ahM2bN6OwsBATJkxASkoKpkyZIqS9yqHRaAQ3k1qthr+/P0JCQhAUFGS1OR8VM50DXrwUFBTg5s2biIuLk+1Kv2TJEqxatQq7d+/G4MGD22m1lDsUGgNDaRtaEmjHM2TIECQkJGDVqlXCttmzZyMzMxPOzs7w8/PDvffei8WLF1v1Z98JnD9/3qZ6EoQQFBYWIj09HRkZGTh+/DjuvvtupKamYurUqQgODjYrZurq6oRmk7W1tfDz8xOCgK39UqVipmPCi5ezZ8+irKwMcXFxJo0XCSH49NNPsXz5cuzevRsxMTHttFrKHQwVMJS2oaioCN26dcPBgwclBe8WLFiAvXv34siRIxaP/+233xAfH48jR45I0h3XrVsHd3d3Sa0GT09Ph9dquFMghODixYuCmDl69CjGjBmDlJQUTJs2DeHh4WbFTH19vZDNxHfO5ptNWkuxp2KmY8CLl3PnzqGkpAQjR46UFS//+Mc/8PHHH+OXX37ByJEj22m1lDscKmAobUNLBcwzzzyDQ4cO4fjx4xbH8d2yd+7c6dBaDXcihBBcvXoVGRkZyMjIwKFDhzBy5EikpKQgJSUFPXv2tNg5mxczt27dgre3t1BrxviGyKPT6ZCbm4sP7vuqNV8WxQy8eDl//jyKi4sRFxdnkrFGCMHKlSvx/vvv4+eff6bVtyntCc1CorQNLenLpNFosG7dOjzxxBNWz9OnTx8EBgYKvZsozYdhGPTq1QsvvfQS9u3bhytXruDRRx/FL7/8IrQq+Oyzz3DhwgUY/3BxcXFBjx49hM7Z4eHhqKysxIEDB3D48GFcunQJGo1GGM+Xg3dxccHmmtU0m6mN4f/WFy9eRFFREUaMGCErXr777ju8++67+PHHH6l4oXQ5qAWGYhZaq6FrQAhBWVkZMjMzkZ6ejuzsbAwYMACpqalISUlBVFSUWcuMTqdDeXk5SktLUVlZCXd3d/j7+6O8vBxeXl4YMmSI2eJ51M3UOojFy9WrVxEXFwdPT0/JGEII/vOf/+DVV1/Fli1bMGHChPZYKoUihrqQKG3H+vXrMWvWLHz99ddCX6YNGzagoKAAISEhJn2ZeO6++25069YN69atk2xXq9V499138eCDDyI0NBQXLlzAggULUFtbixMnTtB0xzaAEILKykpkZWUhIyMDO3fuRN++fTFt2jRMnz4dAwcONCtI9Ho9ioqKcP78ebAsC3d3dyFmxsvLy6wIAqiYcRS8eLl8+TIuX76MESNGwMvLSzKGEIL169fjr3/9KzIyMjBx4sT2WCqFYgwVMJS25csvv8THH38s1Gr4xz/+gfj4eACGwnW9e/dGWlqaML6wsBDR0dHYsWMH7r//fslc9fX1SE1NRV5enkmtBuPGbpS2oaqqCj/++CMyMjLwyy+/oFu3bkhNTUVqaipiYmIkYubcuXMoLCxEREQEoqKicPPmTZSVlaG8vBzOzs5CNpO4Po0cVMw0D168XLlyBRcvXkRcXJyJeAEM9ZieeeYZbNiwQVJEkkJpZ6iAoVAorUNtbS1++uknpKen4+eff0ZgYCCmTZuG1NRUeHh4YOrUqfjTn/6EDz/8UCJQWJZFZWUlSktLUV5eLnTVDgkJga+vLxUzDmDh3r8iODgYOp0OV65cwfDhw+Hj42My7scff8Tjjz+O//73v7TbPKWjQQUMhUJpferq6rB9+3akp6djy5YtAIARI0bg9ddfx1133WU25Z3jOFRWVgoZTQzDCJYZuc7ZYqiYkWdd+UqUl5fj2rVrqKurg6enJ8LCwhAUFCQUiASAn3/+GTNnzkRaWppJ9WsKpQNABQzlzmTfvn34+OOPkZOTg+LiYmzevNnqL8zs7GzMnz8fp06dQo8ePfDWW29h9uzZkjErVqwQXGQxMTH44osvJHVr7nROnTqF++67D2PHjoWHhwd+/PFHuLi4YOrUqUhNTcVdd90l25oAMIiZqqoqoQowIQRBQUEICQmBv7+/RTEDUEED3HYb3bhxA4WFhRgyZIiQ8v7DDz9gx44dSEpKQnR0NF577TX861//wiOPPGLR6kWhtBM0jZpyZ6LRaBATE4MVK1bYNP7SpUtITk7GhAkTkJ+fj3nz5uHJJ5/EL7/8Iozhez0tWrQIubm5iImJQVJSEsrKylrrZXQq8vPzMX78eDz33HPYuHEj1qxZg5KSEqSlpYEQgtmzZyMyMhLPP/88fv31V0kfLABQKBTw9/fHgAEDMG7cOMTGxkKlUuHMmTPYu3cvTp48ibKyMrAsK3v+O73ZJP+6i4qKUFhYiNjYWAQFBaF79+4YPnw4FixYgGeffRY5OTl46aWX4O3tjRMnTiAnJ8ckTd5R2NPcNS0tzaRxq1x7g4ULFyIsLAxubm5ITEzEuXPnWmXtlK4HtcBQOh0Mw1i1wLz22mvYtm0bTp48KWx7+OGHUVVVhe3btwNoea+nrgzLshg6dCj+8pe/mP1b6PV67Nu3D5s2bUJmZibq6+uRnJyM1NRU3HvvvWar+RJCUFNTI7Q00Gq1CAwMREhIiFB/yBJ3gmWGFy/FxcU4c+YMYmJiZEsSHDhwAA8++CD+/ve/IywsDJs3b8bWrVvh6+uL6dOn480335RtvNoc1q9fj5kzZ0qau27cuNFsc9e0tDS8+OKLKCwsFLYxDCMJ2P/oo4+wZMkSrFmzBhEREXj77bdx4sQJnD592mo1aEqng7qQKBRbBMy4ceMwfPhwLFu2TNi2evVqzJs3D9XV1Q7p9dTVqayshL+/v01jWZbFgQMHkJ6ejs2bN6O6uhqTJk1Camoq7r//fpMiazyEEKjVasHNVF9fj8DAQKFztkqlsnjerihmePFSWlqKU6dOYejQoQgMDDQZd+TIEaSmpuLvf/875syZI7iNGhsbsXv3bmzevBmffvqpbKZSc7BX8KelpWHevHmoqqqSnY8QgvDwcLz88st45ZVXAADV1dUICQlBWloaHn74YYesm9JhoC4kCsUWSkpKTFKzQ0JCUFNTg/r6elRUVIBlWdkxJSUlbbnUDout4gUAlEolxo0bh+XLl+Py5cvYvn27EHfUu3dv/N///R82btyI2tpayXEMw8DLywuRkZEYM2YM4uPj4enpicuXLyM7Oxt5eXkoKiqCTqeTPW9XczPxr6OsrAwnT57EkCFDZMVLbm4uZsyYgUWLFknEC2Coqjx58mSsWrXKYeKFr7ycmJgobFMoFEhMTMShQ4fMHqdWq9GrVy/06NEDKSkpOHXqlLDv0qVLKCkpkczp4+OD+Ph4i3NSKDxUwFAoFIeiUCiQkJCATz75BOfOncPevXsRFRWFDz74AL1798ZDDz2EtWvXoqqqyiRWw9PTE3379kVCQgISEhLg6+uLa9euYe/evcjNzcX169dNYm14stRr8O3lT/Hils5pleHFS3l5OU6cOIEhQ4YgKCjIZNyxY8cwbdo0vPbaa3jppZfaJGC3OYI/KioK3333HbKysvD999+D4ziMGTMG169fBwDhOPojgtJcLNtnKZROSmhoqGwfJ29vb7i5uUGpVDa71xPFdhQKBUaMGIERI0bggw8+wMmTJ7Fx40YsX74cc+bMwb333ouUlBQkJyfD399fcjP28PBAREQEIiIihM7ZRUVFKCgogK+vr5CezcdKVFRU4NixYxg0aJDEItMZ3Ez8eisqKnDixAkMHjxYNq7k9OnTmDp1KubNm4fXXnutQ2cb8SKUZ8yYMRgwYAC+/vprvP/+++24MkpXgVpgKF2ShIQE7Nq1S7Lt119/FS6ozs7OGDFihGQMx3HYtWsXbXrXSjAMgyFDhuC9997D8ePHkZ+fj7vuugurVq0S2hl8++23Qsq1GDc3N/Tq1QujRo3C2LFjERwcjLKyMuzfvx+//fYbTp06hfz8fAwaNMhEgHZ0NxO/rps3b+L48eMYOHCgbGXqgoICJCcn45lnnsHbb7/dpuKlJc1deZycnDBs2DChcSt/HP0RQWkuVMBQOgVqtRr5+fnIz88HYPCf5+fn4+rVqwCAN954AzNnzhTGP/vss7h48SIWLFiAgoICfPXVV9iwYQNeeuklYcz8+fPxr3/9C2vWrMGZM2fw3HPPQaPR4LHHHmvT13YnwjAMBgwYgLfeegs5OTk4ffo0Jk6ciO+//x79+vXD5MmTsXLlShQVFZmIGVdXV/Ts2RNxcXEYN24cvLy8hHFXrlzBpUuXUFdXJ3vejiZm+HVUVlbi2LFjiI6Olr15nz9/HlOmTMHMmTPx/vvvt7nlxRGCn2VZnDhxAmFhYQCAiIgIhIaGSuasqanBkSNH6I8Iik3QLCRKpyA7O1u2o+6sWbOQlpaG2bNnC4Gf4mNeeuklnD59Gt27d8fbb79tUsjOUq8nSttDCMHVq1eRnp6OjIwMHD58GKNGjUJKSgpSUlLQo0cPyc17165dYFkWMTEx8PPzQ3l5OcrKynDz5k14eHgIzSaNuzUb0x5uJl683Lp1C3l5eYiKikK3bt1Mxl26dAmTJ09Gamoqli1bZrUAYGthb3PX9957D6NHj0ZkZCSqqqrw8ccfIzMzEzk5ORg4cCAAQxr1hx9+KEmjPn78OE2j7prQNGoKhXJnQAhBUVERMjIykJ6ejgMHDiA2NlYQM0eOHMHcuXOxdu1aTJo0SXKsTqdDRUUFysrKUFFRATc3N6E/k6enZ7v3Z+LFS1VVFfLy8tCvXz90797dZNzVq1cxadIkTJo0CV999VW7iRcee5q7vvTSS8jIyEBJSQn8/PwwYsQILF68GMOGDRPmI4Rg0aJFWLVqFaqqqjB27Fh89dVX6N+/f3u8PErrQgUMhUK58yCEoLS0FJmZmUhPT0d2djYUCgUeeeQRvPjii+jfv79ZUaLX63Hz5k2UlpaioqICzs7OgmXG29u7zcUML16qq6uRm5uLyMhI9OjRw2RcUVERJk2ahHvuuQerVq2yWuCPQung0DowFEpHYN++fZg6dSrCw8PBMAwyMzMtjs/IyMD999+PoKAgeHt7IyEhQdLWAADeeecdk9Lr0dHRrfgqOg8MwyA0NBTPPvss5syZA2dnZzz55JMoLy/H6NGjMWrUKCxevBinTp0Cx3GSY1UqFUJCQjB06FDcc8896N+/PxobG5Gbm4v9+/ejsLBQNqUbcHzMDD9PTU0NcnNz0adPH1nxUlJSguTkZCQkJFDxQqGYgaZRUyjNgO/N9Pjjj2PGjBlWx+/btw/3338/PvjgA/j6+mL16tWYOnUqjhw5IjGpDxo0CDt37hSeW6tEe6eRmZmJRx99FP/973+RmpoKQgiqq6uxZcsWZGRkYNmyZejevTtSUlIwffp0DB06VOJ2USqVQvo13zm7tLQU+fn5Qpn74OBg+Pr6mrhrjEWMvdYZ/vja2lrk5uYiIiICvXr1MhlXXl6OqVOnYtiwYVi9ejUVLxSKGagLiUJpIba0NpBj0KBBeOihh7Bw4UIABgtMZmamkGlFkVJSUoLo6GisWbMGKSkpsmNqa2uxbds2pKen4+eff0ZQUBBSUlKQmpqKuLg4szEkHMfh1q1bKCsrE9K4eaHjiM7ZvHhRq9U4evQoevbsiT59+piMu3nzJpKTkxEZGYn169eb7fRNoXRCHO5Coj/vKJR2gOM41NbWmpTrP3fuHMLDw+Hq6oqEhAQsWbIEPXv2bKdVdixCQ0NRWFgoWyOFx8vLCw8//DAefvhhaDQabN++Henp6UhJSYGPjw+mTZuGlJQUjB49WmLZUCgUCAgIQEBAAKKjo1FVVYXS0lKcPn0aLMsiKCgIISEhCAgIkBUzlgrn8fs0Gg1ycnLQo0cPWfFSVVWFlJQU9OrVC+vWraPihUKxArXAUCgtpDkWmKVLl+LDDz9EQUGBUHH1559/hlqtRlRUFIqLi/Huu+/ixo0bOHnypMN62typ1NfX49dff0V6ejp+/PFHuLi4YOrUqZg+fTruuusus6463kXFd87W6XQICgpCcHCwTZ2zeerq6nD06FGEhYUhMjLSJHC4pqYG06ZNg7+/PzIzM2kKMaUrQrOQKJSOhr0CZu3atXjqqaeQlZUlaWRnTFVVFXr16oXPPvsMTzzxhINWS9Fqtdi9ezc2bdqErKwsMAyD5ORkTJ8+HePGjYOzs7PscYQQ1NbWCp2zGxoaEBgYiJCQEAQGBpoVQfX19fj9998RGhqKfv36mYgXtVqN6dOnw9XVFVu3boWbm5vDXzOF0gGgAoZC6WjYI2DWrVuHxx9/HBs3bkRycrLV8SNHjkRiYqJQHIziWPR6Pfbu3YtNmzYhMzMTjY2NSE5ORmpqKiZMmGDWEkIIgUajEcRMXV0dAgICEBwcjKCgIMH9U19fj6NHjyI4OFg21buurg4PPvggAGDbtm1WC+5RKJ0YKmAolI6GrQLmhx9+wOOPP45169aZDUIVo1ar0bNnT7zzzjv461//6qDVUszBsiwOHDiATZs2YfPmzaipqREq4CYmJsLd3d3ssRqNRnAzqdVq+Pv7w9/fH9euXUNgYCCio6NNxEt9fT0eeugh1NXVYfv27fD29m7tl0ihtCdUwFAoHQG1Wi00pRs2bBg+++wzTJgwAf7+/ujZsyfeeOMN3LhxA//+978BGNxGs2bNwvLlyyVp125ubvDx8QEAvPLKK5g6dSp69eqFoqIiLFq0CPn5+Th9+jSCgoLa/kXewXAchyNHjghipqysDElJSUhJScGkSZMsWkrq6upQVFSEK1eugOM4+Pn5ISQkBN7e3sJ73djYiD//+c+4efMmduzYAV9f3zZ6ZRRKu+H4Bl6EEFsfFEq7sHbtWuLq6kqKioqEbbNnzyZDhgwhVVVV7bKmPXv2EBhEveQxa9YsQgghs2bNIvfcc48w/p577rE4nhBCHnroIRIWFkacnZ1Jt27dyEMPPUTOnz/fti+MYgLLsuT3338nr732GunXrx9xc3MjU6dOJd988w0pKioiarWaaDQa4XH27Fmybds28ttvv5GKigpy5swZkp2dTXr16kWGDBlCFixYQCZPnkxiY2PJzZs3W3XtX375JenVqxdxcXEho0aNIkeOHDE7dtWqVWTs2LHE19eX+Pr6kvvuu89k/KxZs0w+w0lJSa36GihdBnv0hk0PaoGhdHgIIYiNjcW4cePwxRdfYNGiRfjuu+9w+PBh2eZ3FEprwXEcTp48iY0bN2Lz5s04d+4c7r33XqSkpGDKlCmor6/HxIkTkZKSgr///e8St9HVq1fxww8/YP369Th79iyGDRuGhx9+GA8++KBsWnVLWb9+PWbOnImVK1ciPj4ey5Ytw8aNG1FYWChkvol59NFHcdddd2HMmDFwdXXFRx99hM2bN+PUqVPC92z27NkoLS3F6tWrheNcXFzg5+fn8PVTuhzUAkO5M/nxxx+Ji4sLWbx4MfHz8yMnT55s7yVR7nA4jiOnTp0i7777LomNjSUqlYqEhoaS0aNHk7Nnz5pYZqqrq8lDDz1EBgwYQE6dOkW+/fZbMnnyZOLk5ERiY2PJ559/7tD1jRo1isyZM0d4zrIsCQ8PJ0uWLLHpeL1eT7y8vMiaNWuEbbNmzSIpKSkOXSfljsHhFhjaC4nSKZgyZQoGDhyI9957D5s3b8agQYPae0kdCnt7M2VnZ5v0XWIYBiUlJZJxK1asQO/eveHq6or4+Hj89ttvrfgqOhcMw2DgwIFYuHAhdu3ahf79+yMwMBAsy2LgwIF44IEHsHLlShQVFYFlWcydOxe5ubnYuXMnBg4ciMcffxw//fQTysrKMH/+fJMeTi1Bq9UiJydHkqavUCiQmJiIQ4cO2TRHXV0ddDqdSbHF7OxsBAcHIyoqCs899xxu3rzpsHVTKPZAK/FSOgXbt29HQUEBWJa1WIn1TsXe3kw8hYWFkuwXsWth/fr1mD9/vsQFkZSUZNYFcadSXV2NSZMmITIyEhs3boSTkxOuXLmC9PR0pKen49VXX0VQUBCUSiUOHTqE8PBwyfG+vr74y1/+4tA1VVRUyH5XQkJCUFBQYNMcr732GsLDwyUiaNKkSZgxYwYiIiJw4cIFvPnmm5g8eTIOHTpEezZR2h47zDUUSruQk5NDvLy8yNq1a8nEiRPJH/7wh/ZeUocGANm8ebPFMXwQ8q1bt8yOaakL4k6A4zhy7733kgceeIA0NDTI7r927Rp5+OGHya5du9psXTdu3CAAyMGDByXbX331VTJq1Cirxy9ZsoT4+fmRY8eOWRx34cIFAoDs3LmzReul3BFQFxLlzuLy5ctITk7Gm2++iUceeQTvvfce0tPTkZub295L6xLExsYiLCwM999/Pw4cOCBsd4QL4k6AYRh88MEHSE9Ph4uLi+z+7t2744cffsC9997bZuvi2xyUlpZKtpeWliI0NNTisZ988gk+/PBD7NixA0OHDrU4tk+fPggMDBRKClAobQkVMJQOS2VlJSZNmoSUlBS8/vrrAID4+HhMnjwZb775ZjuvrnMTFhaGlStXCm6OHj16YPz48YIwtOSCMI6TudOJj4/vcL2LnJ2dMWLECOzatUvYxnEcdu3ahYSEBLPHLV26FO+//z62b9+OuLg4q+e5fv06bt68ibCwMIesm0KxBxoDQ+mw+Pv7y/rrt23b1g6r6VpERUUhKipKeD5mzBhcuHABn3/+Of7zn/+048oojmL+/PmYNWsW4uLiMGrUKCxbtgwajQaPPfYYAGDmzJno1q2b0Kbio48+wsKFC7F27Vr07t1bEKqenp7w9PSEWq3Gu+++iwcffBChoaG4cOECFixYgMjISCQlJbXb66TcuVABQ6FQAACjRo3C/v37AbTMBUHpGDz00EMoLy/HwoULUVJSgtjYWGzfvl2wql29ehUKxW0j/D//+U9otVr84Q9/kMyzaNEivPPOO1AqlTh+/DjWrFmDqqoqhIeHY+LEiXj//fdl3WcUSmtDC9lRKF0Me7tj89x///3w8vJCRkYGAINrZNSoUfjiiy8AGFwQPXv2xNy5cwWXHoVCodiIwwvZUQsMhdIFEPdmAoBLly4hPz/fbG+mZcuWISIiAoMGDUJDQwO++eYb7N69Gzt27BDmsOaCoFAolPaEChgKpQtw9OhRTJgwQXg+f/58AMCsWbOQlpaG4uJiXL16Vdiv1Wrx8ssv48aNG3B3d8fQoUOxc+dOyRzWXBAUCoXSnlAXEoVCoVAolNbG4S4kmkZNoVAoFAql00EFDIVCaRXs7c80e/Zs2f5M4r5X77zzjsn+6OjoVn4lFAqlI0IFDIVCaRX4/kwrVqywafzy5ctRXFwsPK5duwZ/f3/88Y9/lIwbNGiQZByf+k2hUO4saBAvhUJpFSZPnozJkyfbPN7Hxwc+Pj7C88zMTNy6dcsk60mlUtFaNBQKhVpgKBRKx+Tbb79FYmIievXqJdl+7tw5hIeHo0+fPnj00Ucl2VUUCuXOgQoYCoXS4SgqKsLPP/+MJ598UrI9Pj4eaWlp2L59O/75z3/i0qVLuPvuu1FbW9tOK6VQKO0FdSFRKJQOx5o1a+Dr62tSTVjskho6dCji4+PRq1cvbNiwAU888UQbr5JCobQn1AJDoVA6FIQQfPfdd/jLX/4CZ2dni2N9fX3Rv39/SRXizsyKFSvQu3dvuLq6Ij4+Hr/99pvF8Rs3bkR0dDRcXV0xZMgQ/PTTT5L9hBAsXLgQYWFhcHNzQ2JiIs6dO9eaL4FCaTOogKFQKB2KvXv34vz58zZZVNRqNS5cuICwsLA2WFnrsn79esyfPx+LFi1Cbm4uYmJikJSUhLKyMtnxBw8exCOPPIInnngCeXl5SE1NRWpqKk6ePCmMWbp0Kf7xj39g5cqVOHLkCDw8PJCUlISGhoa2elkUSqtBK/FSKJRWQdyfadiwYfjss88wYcIEs/2ZeP7yl7/g3LlzOHz4sMmcr7zyCqZOnYpevXqhqKgIixYtQn5+Pk6fPo2goKA2eV2tRXx8PEaOHIkvv/wSgKF5Zo8ePfDCCy/INs986KGHoNFosHXrVmHb6NGjERsbi5UrV4IQgvDwcLz88st45ZVXAADV1dUICQlBWloaHn744bZ5YRSKAVqJl0KhdA6OHj2KYcOGYdiwYQAM/ZmGDRuGhQsXAoBJfybAcINNT083a325fv06HnnkEURFReFPf/oTAgICcPjw4U4vXrRaLXJycpCYmChsUygUSExMxKFDh2SPOXTokGQ8ACQlJQnjL126hJKSEskYHx8fxMfHm52TQulM0CBeCoXSKowfPx6WLLxpaWkm23x8fFBXV2f2mHXr1jliaR2OiooKsCxr0igzJCQEBQUFsseUlJTIji8pKRH289vMjaFQOjPUAkOhUCgUCqXTQQUMhUK5Y1iyZAlGjhwJLy8vBAcHIzU1FYWFhVaPa+1sn8DAQCiVSpSWlkq2l5aWmq06HBoaanE8/689c1IonQkqYCgUyh3D3r17MWfOHBw+fBi//vordDodJk6cCI1GY/aYtsj2cXZ2xogRI7Br1y5hG8dx2LVrFxISEmSPSUhIkIwHgF9//VUYHxERgdDQUMmYmpoaHDlyxOycFEqnghBi64NCoVC6FGVlZQQA2bt3r9kxf/rTn0hycrJkW3x8PHnmmWcIIYRwHEdCQ0PJxx9/LOyvqqoiLi4u5IcffrB5LevWrSMuLi4kLS2NnD59mjz99NPE19eXlJSUEEII+ctf/kJef/11YfyBAweISqUin3zyCTlz5gxZtGgRcXJyIidOnBDGfPjhh8TX15dkZWWR48ePk5SUFBIREUHq6+ttXheF4iDs0Rs2PWgQL4VCuWOprq4GAPj7+5sdc+jQIcyfP1+yLSkpCZmZmQCsZ/vYmq780EMPoby8HAsXLkRJSQliY2Oxfft2IQj36tWrUChuG83HjBmDtWvX4q233sKbb76Jfv36ITMzE4MHDxbGLFiwABqNBk8//TSqqqowduxYbN++Ha6urjatiULpyNA6MBQK5Y6E4zhMmzYNVVVV2L9/v9lxzs7OWLNmDR555BFh21dffYV3330XpaWlOHjwIO666y4UFRVJCur96U9/AsMwWL9+fau+Dgqlk+DwOjDUAkOhUO5I5syZg5MnT1oULxQKpeNCg3gpFModx9y5c7F161bs2bMH3bt3tziWZvtQKB0TKmAoFModAyEEc+fOxebNm7F7925ERERYPYZm+1AoHRPqQqJQKHcMc+bMwdq1a5GVlQUvLy+hIq2Pjw/c3NwAADNnzkS3bt2wZMkSAMCLL76Ie+65B59++imSk5Oxbt06HD16FKtWrQIAMAyDefPmYfHixejXrx8iIiLw9ttvIzw8HKmpqe3yOimUOwEaxEuhUO4YGEY+jnD16tWYPXs2AEMLhN69e0taHWzcuBFvvfUWLl++jH79+mHp0qV44IEHhP2EECxatAirVq0Ssn2++uor9O/fvzVfDoXSmXB4EC8VMBQKhUKhUFqbds1CcvjJKRQKhUKhUJoDDeKlUCgUCoXS6aAChkKhUCgUSqeDChgKhUKhUCidDipgKBQKhUKhdDqogKFQKBQKhdLpoAKGQqFQKBRKp4MKGAqFQqFQKJ0OKmAoFAqFQqF0OqiAoVAoFAqF0umgAoZCoVAoFEqngwoYCoVCoVAonY7/B+2bcWzfajDqAAAAAElFTkSuQmCC\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Operator\n", "\n", "# Reset our initial condition in both buffers.\n", "# This is required to avoid 0s propagating into\n", "# our solution, which has a background value of 1.\n", "init_smooth(field=u.data[0], dx=dx, dy=dy)\n", "init_smooth(field=u.data[1], dx=dx, dy=dy)\n", "\n", "# Apply boundary conditions.\n", "# Note that as the u.data method is from numpy, we can use the \n", "# -1 syntax to represent the last item in the array.\n", "u.data[:, 0, :] = 1.\n", "u.data[:, -1, :] = 1.\n", "u.data[:, :, 0] = 1.\n", "u.data[:, :, -1] = 1.\n", " \n", "# Create an Operator that updates the forward stencil\n", "# point in the interior subdomain only.\n", "op = Operator(Eq(u.forward, stencil, subdomain=grid.interior))\n", "\n", "# Apply the operator for a number of timesteps\n", "op(time=nt, dt=dt)\n", "\n", "plot_field(u.data[0])\n", "\n", "# Some small sanity checks for the testing framework\n", "assert (u.data[0, 45:55, 45:55] > 1.8).all()\n", "assert np.allclose(u.data[0], u_ref, rtol=3.e-2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, this looks just like the result from NumPy. Since this example is just like the one before, the low-level treatment of boundaries is also unchanged." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "output_type": "display_data", "data": { "text/plain": "
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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "image/png": 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\n" }, "metadata": { "needs_background": "light" } } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Reset our data field and ICs in both buffers\n", "init_smooth(field=u.data[0], dx=dx, dy=dy)\n", "init_smooth(field=u.data[1], dx=dx, dy=dy)\n", "\n", "# For defining BCs, we generally to explicitly set rows/columns\n", "# in our field using an expression. We can use Devito's \"indexed\" \n", "# notation to do this. A u in this instance is a sympy function \n", "# we cannot use the numpy shortcut u[-1] to refer to the last location:\n", "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc_left = Eq(u[t + 1, 0, y], 1.)\n", "bc_right = Eq(u[t + 1, nx-1, y], 1.)\n", "bc_top = Eq(u[t + 1, x, ny-1], 1.)\n", "bc_bottom = Eq(u[t + 1, x, 0], 1.)\n", "\n", "# Now combine the BC expressions with the stencil to form operator.\n", "expressions = [Eq(u.forward, stencil, subdomain=grid.interior)]\n", "expressions += [bc_left, bc_right, bc_top, bc_bottom]\n", "op = Operator(expressions=expressions, opt=None, openmp=False) # <-- Turn off performance optimisations\n", "op(time=nt, dt=dt)\n", "\n", "plot_field(u.data[0])\n", "\n", "# Some small sanity checks for the testing framework\n", "assert (u.data[0, 45:55, 45:55] > 1.8).all()\n", "assert np.allclose(u.data[0], u_ref, rtol=3.e-2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The C code of the Kernel is also still the same." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": true }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "#define _POSIX_C_SOURCE 200809L\n#define START_TIMER(S) struct timeval start_ ## S , end_ ## S ; gettimeofday(&start_ ## S , NULL);\n#define STOP_TIMER(S,T) gettimeofday(&end_ ## S, NULL); T->S += (double)(end_ ## S .tv_sec-start_ ## S.tv_sec)+(double)(end_ ## S .tv_usec-start_ ## S .tv_usec)/1000000;\n\n#include \"stdlib.h\"\n#include \"math.h\"\n#include \"sys/time.h\"\n\nstruct dataobj\n{\n void *restrict data;\n int * size;\n int * npsize;\n int * dsize;\n int * hsize;\n int * hofs;\n int * oofs;\n} ;\n\nstruct profiler\n{\n double section0;\n double section1;\n double section2;\n} ;\n\n\nint Kernel(const float dt, const float h_x, const float h_y, struct dataobj *restrict u_vec, const int i0x_ltkn, const int i0x_rtkn, const int i0y_ltkn, const int i0y_rtkn, const int time_M, const int time_m, const int x_M, const int x_m, const int y_M, const int y_m, struct profiler * timers)\n{\n float (*restrict u)[u_vec->size[1]][u_vec->size[2]] __attribute__ ((aligned (64))) = (float (*)[u_vec->size[1]][u_vec->size[2]]) u_vec->data;\n\n for (int time = time_m, t0 = (time)%(2), t1 = (time + 1)%(2); time <= time_M; time += 1, t0 = (time)%(2), t1 = (time + 1)%(2))\n {\n /* Begin section0 */\n START_TIMER(section0)\n for (int i0x = i0x_ltkn + x_m; i0x <= -i0x_rtkn + x_M; i0x += 1)\n {\n for (int i0y = i0y_ltkn + y_m; i0y <= -i0y_rtkn + y_M; i0y += 1)\n {\n u[t1][i0x + 1][i0y + 1] = dt*(1.0F*u[t0][i0x + 1][i0y]/h_y - 1.0F*u[t0][i0x + 1][i0y + 1]/h_y + 1.0F*u[t0][i0x][i0y + 1]/h_x - 1.0F*u[t0][i0x + 1][i0y + 1]/h_x + u[t0][i0x + 1][i0y + 1]/dt);\n }\n }\n STOP_TIMER(section0,timers)\n /* End section0 */\n /* Begin section1 */\n START_TIMER(section1)\n for (int y = y_m; y <= y_M; y += 1)\n {\n u[t1][1][y + 1] = 1.00000000000000F;\n u[t1][81][y + 1] = 1.00000000000000F;\n }\n STOP_TIMER(section1,timers)\n /* End section1 */\n /* Begin section2 */\n START_TIMER(section2)\n for (int x = x_m; x <= x_M; x += 1)\n {\n u[t1][x + 1][81] = 1.00000000000000F;\n u[t1][x + 1][1] = 1.00000000000000F;\n }\n STOP_TIMER(section2,timers)\n /* End section2 */\n }\n\n return 0;\n}\n\n" ] } ], "source": [ "print(op.ccode)" ] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "hide_input": false, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.9-final" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 1 }