{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "SistemasSegundaOrdem.ipynb", "provenance": [], "collapsed_sections": [], "toc_visible": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "6doERYviL3T2", "colab_type": "text" }, "source": [ "# Sistemas de Segunda ordem\n", "\n", "Este Notebook serve de apoio à \n", "\n", " [Aula 08 Laboratório de Sistemas Dinâmicos I](https://edisciplinas.usp.br/pluginfile.php/5423366/mod_resource/content/1/Aula%2008%20de%20Laboratorio_Sistemas%20de%20Segunda%20Ordem.pdf)

\"Open\n" ] }, { "cell_type": "markdown", "metadata": { "id": "Igm8dwuBhABC", "colab_type": "text" }, "source": [ "Hoje iremos usar pacote\n", "[Python Control Systems Toolbox](https://web.math.princeton.edu/~cwrowley/python-control/intro.html#overview-of-the-toolbox) ou *python-control*. \n", "\n", "O pacote *python-control* é um conjunto de classes e funções python que implementam operações comuns para a análise e design de sistemas de controle de feedback. O pacote é baseado nos exemplos do livro [Feedback Systems](http://www.cds.caltech.edu/~murray/amwiki/index.php/Second_Edition), de Karl J. Åström and Richard M. Murray.\n", "\n", "Está disponível um pacote de compatibilidade do MATLAB (`control.matlab`) que fornece muitas das funções comuns correspondentes aos comandos disponíveis na caixa de ferramentas dos sistemas de controle do MATLAB." ] }, { "cell_type": "code", "metadata": { "id": "8ay1SvVW6c-g", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 592 }, "outputId": "d0130168-6820-471f-fcf2-07e715e26473" }, "source": [ "!pip install slycot\n", "!pip install control" ], "execution_count": 2, "outputs": [ { "output_type": "stream", "text": [ "Collecting slycot\n", "\u001b[?25l Downloading https://files.pythonhosted.org/packages/85/21/4e7110462f3529b2fbcff8a519b61bf64e0604b8fcbe9a07649c9bed9d7a/slycot-0.4.0.0.tar.gz (1.5MB)\n", "\u001b[K |████████████████████████████████| 1.6MB 5.0MB/s \n", "\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", " Preparing wheel metadata ... \u001b[?25l\u001b[?25hdone\n", "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from slycot) (1.18.5)\n", "Building wheels for collected packages: slycot\n", " Building wheel for slycot (PEP 517) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for slycot: filename=slycot-0.4.0-cp36-cp36m-linux_x86_64.whl size=1413150 sha256=ff845898773ee6681d2d01be5b782f18ab2fc866223346faedc631f629a98d43\n", " Stored in directory: /root/.cache/pip/wheels/a2/46/56/f82cbb2fd06556f4f3952a2eb2396e8fd29264fffecbaad3cf\n", "Successfully built slycot\n", "Installing collected packages: slycot\n", "Successfully installed slycot-0.4.0\n", "Collecting control\n", "\u001b[?25l Downloading https://files.pythonhosted.org/packages/e8/b0/32a903138505dd4ea523f8a3fc156c4272aa58b10100ef24ff74ced2fae8/control-0.8.3.tar.gz (249kB)\n", "\u001b[K |████████████████████████████████| 256kB 4.2MB/s \n", "\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from control) (1.18.5)\n", "Requirement already satisfied: scipy in /usr/local/lib/python3.6/dist-packages (from control) (1.4.1)\n", "Requirement already satisfied: matplotlib in /usr/local/lib/python3.6/dist-packages (from control) (3.2.1)\n", "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->control) (2.4.7)\n", "Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->control) (2.8.1)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->control) (1.2.0)\n", "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.6/dist-packages (from matplotlib->control) (0.10.0)\n", "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.6/dist-packages (from python-dateutil>=2.1->matplotlib->control) (1.12.0)\n", "Building wheels for collected packages: control\n", " Building wheel for control (setup.py) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for control: filename=control-0.8.3-py2.py3-none-any.whl size=260982 sha256=ea6c0bb3c8e89cba624713e0bd27e627476c4c448c9d2840f7993b34fa2ab30b\n", " Stored in directory: /root/.cache/pip/wheels/c2/d9/cc/90b28cb139a6320a3af2285428b6da87eee8d8920c78bb0223\n", "Successfully built control\n", "Installing collected packages: control\n", "Successfully installed control-0.8.3\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "NmY0ohxc86wC", "colab_type": "code", "colab": {} }, "source": [ "%matplotlib inline\n", "\n", "import numpy as np\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "import control.matlab as control" ], "execution_count": 3, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "N4YNolx-nEZr", "colab_type": "text" }, "source": [ "![image.png](data:image/png;base64,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)" ] }, { "cell_type": "markdown", "metadata": { "id": "UM2mtXY_QjgV", "colab_type": "text" }, "source": [ "O equilíbrio do sistema ilustrado é dado pela equação,\n", "$$\n", "m\\ddot{y}(t) + b\\dot{y}(t) + k y(t) = r(t)\n", "$$\n", "que pode ser reescrita como,\n", "$$\n", "\\ddot{y}(t) + 2 \\zeta\\omega_n \\dot{y}(t) + \\omega_n^2 y(t) = r(t)\n", "$$\n", "\n", "Fazendo a transformada de Laplace da equação acima, tem-se a seguinte função de transferência:" ] }, { "cell_type": "markdown", "metadata": { "id": "0qLJEJZwQcAL", "colab_type": "text" }, "source": [ "Veja que a potência de $s$ é dois no termo do denominador e, portanto, a função de transferência acima é de segunda ordem e o sistema é considerado um *sistema de segunda ordem*, \n", "$$\n", "\\frac{Y(s)}{U(s)}=\\frac{K\\omega _n^2}{s^2+2\\zeta \\omega _ns+\\omega _n^2}\n", "$$\n", "* $Y(s)$ é a transformada de Laplace do sinal de saída, $y(t)$;\n", "* $R(s)$ é a transformada de Laplace do sinal de entrada, $r(t)$;\n", "* $\\omega_n=\\sqrt{k/m} $ é a frequência natural, i.é,\n", "* $\\zeta = \\frac{1}{\\omega_n}$ tempo característico ou período natural de oscilação: indica o tempo de resposta, ié, o tempo que o sistema leva para reagir a uma perturbação de entrada;\n", "* $\\zeta = \\frac{b}{b_{cr}} = \\frac{b}{2m\\omega_n}$ é o fator de amortecimento adimensional, é a relação entre o amortecimento real e o crítico. Fisicamente, é uma medida do grau de amortecimento (ou do caráter oscilatório) da resposta do sistema;\n", "* $K=\\frac{1}{k}$ é o ganho estático do sistema: é a razão entre os valores finais da resposta e de uma determinada entrada considerada\n", "\n", "Vamos adiantar uma definição: $\\omega_d = \\omega_n\\sqrt{1-\\zeta^2}$ é a frequência natural amortecida.\n", "\n", "\n", "\n", "A equação característica é \n", "$$\n", "s^2+2\\zeta \\omega _ns+\\omega _n^2=0\n", "$$\n", "cujas raízes são,\n", "$$\n", "s=\\frac{-2\\omega \\zeta _n\\pm \\sqrt{(2\\zeta\\omega _n)^2-4\\omega _n^2}}{2}=\\frac{-2(\\zeta\\omega _n\\pm \\omega _n\\sqrt{\\zeta ^2-1})}{2}\n", "$$\n", "\n", "$$\n", "\\Rightarrow s=-\\zeta \\omega_n \\pm \\omega _n\\sqrt{\\zeta ^2-1}=-\\zeta \\omega_n \\pm \\omega _d\n", "$$\n", "\n", "Percebe-se que o valor de $\\zeta$ é determinante na solução da equação acima e, portanto, no comportamento do sistema:\n", "\n", "* As duas raízes são imaginárias quando $\\zeta=0$.\n", "* As duas raízes são reais e iguais quando $\\zeta=1$.\n", "* As duas raízes são reais, mas não são iguais quando $\\zeta\\gt 0$.\n", "* As duas raízes são conjugadas complexas quando $\\zeta \\lt 1$.\n", "\n", "Pode-se escrever $Y(s)$ como\n", "$$\n", "Y(s)=\\left ( \\frac{K\\omega _n^2}{s^2+2\\zeta\\omega_ns+\\omega_n^2} \\right )R(s)\n", "$$\n" ] }, { "cell_type": "markdown", "metadata": { "id": "sun-BeREnZT5", "colab_type": "text" }, "source": [ "## Resposta de um sistema de segunda ordem a uma função degrau\n", "\n", "$$\n", "R(s)=\\frac{1}{s}\n", "$$\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "Mrg-ZxqCwK_R", "colab_type": "text" }, "source": [ "![image.png](data:image/png;base64,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)" ] }, { "cell_type": "markdown", "metadata": { "id": "mUwXI-G66ujQ", "colab_type": "text" }, "source": [ "### Caso de $\\zeta = 0$\n", "\n", "Substituindo-se $\\zeta=0$ e $R(s)$ na função de transferência, tem-se,\n", "\n", "$$\n", "Y(s)=\\left( \\frac{\\omega_n^2}{s^2+\\omega_n^2} \\right )\\left( \\frac{1}{s} \\right )=\\frac{\\omega_n^2}{s(s^2+\\omega_n^2)}\n", "$$\n", "\n", "A inversa de Laplace leva a,\n", "$$\n", "y(t)=\\left [ 1-\\cos(\\omega_n t) \\right] u(t)\n", "$$\n", "onde $u(t)$ é a função degrau. Portanto, a resposta da unidade ao sistema de segunda ordem quando $\\zeta = 0$ será um sinal de tempo contínuo com amplitude e frequência constantes.\n", "\n", "As células a seguir demonstram o uso de duas funções na biblioteca de sistemas de controle, `tf` e` step`. Suponha que um sinal $Y(s)$ esteja relacionado a uma entrada $U(s) $ pela fórmula\n", "\n", "$$Y(s) = \\underbrace{\\frac{3}{s^2+1}}_{G(s)} U(s)$$\n", "\n", "A função de transferência,\n", "\n", "$$G(s) = \\frac{3}{s^2+1}$$\n", "\n", "é representada na biblioteca do sistema de controle usando `tf(num,den)` onde `num` e` den` listam os coeficientes dos polinômios do numerador e do denominador, respectivamente." ] }, { "cell_type": "code", "metadata": { "id": "HTy4P-hg-5x-", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 156 }, "outputId": "ffdef32c-aa31-4944-9e87-548966beae36" }, "source": [ "num=np.array([3])\n", "den=np.array([1,0,1])\n", "G0 = control.tf(num, den)\n", "\n", "#Função de transferência\n", "print('Função de transferência:')\n", "print(G0)\n", "\n", "#Parâmetros básicos do sistema de segunda ordem\n", "print('Parâmetros básicos do sistema de segunda ordem:')\n", "omega_n=np.sqrt(den[2]/den[0])\n", "K=(num[0]/omega_n**2)/den[0]\n", "zeta = (den[1]/(2*omega_n))/den[0]\n", "print('Fator de amplificação: {:6.3f}, Fator de amortecimento: {:6.3f}, Frequência natural: {:6.3f}'.format(K,zeta,omega_n))" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Função de transferência:\n", "\n", " 3\n", "-------\n", "s^2 + 1\n", "\n", "Parâmetros básicos do sistema de segunda ordem:\n", "Fator de amplificação: 3.000, Fator de amortecimento: 0.000, Frequência natural: 1.000\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "t08-JJZe-1Uc", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 313 }, "outputId": "9ce5b176-1ac2-4630-c669-5dd662b74da0" }, "source": [ "t=np.arange(0,20,0.01)\n", "y,t = control.step(G0,T=t)\n", "plt.plot(t,y)\n", "\n", "plt.xlabel('Tempo')\n", "plt.title('Resposta à função degrau')" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "Text(0.5, 1.0, 'Resposta à função degrau')" ] }, "metadata": { "tags": [] }, "execution_count": 80 }, { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "

" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "Tug3jgUeAfHp", "colab_type": "text" }, "source": [ "Veja que um sistema com $\\zeta=0$ possui polos imaginários puros conjugados..." ] }, { "cell_type": "code", "metadata": { "id": "K6rRtB4lAk71", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 347 }, "outputId": "177c2dcc-9506-44e1-81c7-406a00828a01" }, "source": [ "[z,p,k]=control.tf2zpk(num,den)\n", "print('zeros =',z)\n", "print('polos =',p)\n", "print('k =',k)\n", "control.pzmap(G0);" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "zeros = []\n", "polos = [-0.+1.j 0.-1.j]\n", "k = 3.0\n" ], "name": "stdout" }, { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "BpEZG7pL6dRK", "colab_type": "text" }, "source": [ "\n", "### Caso de $\\zeta = 1$\n", "\n", "Substituindo-se $\\zeta=0$ e $R(s)$ na função de transferência, tem-se,\n", "\n", "$$\n", "Y(s)=\\left[ \\frac{\\omega_n^2}{(s+\\omega_n)^2} \\right]\\left ( \\frac{1}{s} \\right)=\\frac{\\omega_n^2}{s(s+\\omega_n)^2}\n", "$$\n", "\n", "A decomposição em frações parciais é dada por,\n", "$$\n", "Y(s)=\\frac{\\omega_n^2}{s(s+\\omega_n)^2}=\\frac{A}{s}+\\frac{B}{s+\\omega_n}+\\frac{C}{(s+\\omega_n)^2}\n", "$$\n", "\n", "Após simplificar, obtém-se os valores de $A$, $B$ e $C$ como $1$, $−1$ e $\\omega_n$, respectivamente. Desse modo, a transformada inversa de Laplace leva a,\n", "$$\n", "y(t)=(1-e^{-\\omega_nt}-\\omega _nte^{-\\omega_nt})u(t)\n", "$$\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "_lZ7EXkME64_", "colab_type": "text" }, "source": [ "Suponha a seguinte função de transferência,\n", "\n", "$$G(s) = \\frac{3}{s^2+2s+1}$$\n" ] }, { "cell_type": "code", "metadata": { "id": "CUv_MYam6hSV", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 156 }, "outputId": "6f54cbf3-88ad-4273-d755-b67d253eaf9c" }, "source": [ "num=np.array([3])\n", "den=np.array([1,2,1])\n", "G1 = control.tf(num, den)\n", "\n", "#Função de transferência\n", "print('Função de transferência:')\n", "print(G1)\n", "\n", "#Parâmetros básicos do sistema de segunda ordem\n", "print('Parâmetros básicos do sistema de segunda ordem:')\n", "omega_n=np.sqrt(den[2]/den[0])\n", "K=(num[0]/omega_n**2)/den[0]\n", "zeta = (den[1]/(2*omega_n))/den[0]\n", "print('Fator de amplificação: {:6.3f}, Fator de amortecimento: {:6.3f}, Frequência natural: {:6.3f}'.format(K,zeta,omega_n))" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Função de transferência:\n", "\n", " 3\n", "-------------\n", "s^2 + 2 s + 1\n", "\n", "Parâmetros básicos do sistema de segunda ordem:\n", "Fator de amplificação: 3.000, Fator de amortecimento: 1.000, Frequência natural: 1.000\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "w68xZtl6FXKY", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 313 }, "outputId": "ec56e093-be10-4ef5-923e-76f9749863a3" }, "source": [ "t=np.arange(0,10,0.01)\n", "y,t = control.step(G1,T=t)\n", "plt.plot(t,y)\n", "\n", "plt.xlabel('Tempo')\n", "plt.title('Resposta à função degrau')" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "Text(0.5, 1.0, 'Resposta à função degrau')" ] }, "metadata": { "tags": [] }, "execution_count": 83 }, { "output_type": "display_data", "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAEWCAYAAAB2X2wCAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nO3deXRV9b338fc3AwkQCEKYpyCDCCoOyCBqbRWr1mndap2K4lCs9bbW2vbWrj7W2vZpe29Xra2tXm5RnMeqxWq1PNYRlEFBmUSZwxyGJITMOd/nj73xHmJCApxkn5zzea11VvZ09vmeneSTX35n7/0zd0dERNq/jKgLEBGRxFCgi4ikCAW6iEiKUKCLiKQIBbqISIpQoIuIpAgFuqQMM5tgZivNLK8F23Y0sxfNrNTMnmnlumab2TtmNsjMnkvgft8wsxsStT9p/xToKc7M1plZpZmVm9lWM5vZksBra2ZWaGZuZlmHug93fw+4F/h1Cza/BOgN9HD3Sw/1NZtjZt2BjcBPgb8CD7bWa4ko0NPDBe6eBxwPnADcHnE9rcbd/wgsN7NOzWw6GPjE3etauZ5d7n6tu7/m7ie7+4ut+XqJcDh/VCVaCvQ04u5bgVcJgh34rJtirpmVmNmHZnZG3LqpZrbGzPaY2Vozuypu+RwzuzfssvjYzM6Me14/M5tlZrvMbJWZfSNu3TgzW2hmZWa2zcx+F656K/xaEv43MdHMhprZv8xsp5ntMLPHzKxbU+/PzO4xsyKCFvrbZnZaE9v9DLgDuCx8revN7E4zezRum/3+Ywi7N34evu89ZvZPMyuI2/7UuONYZGZTw+VfMbNF4fstMrM7G9RyoZktC5/3hpkdfYD3Nzk81qVmdi9gDdZfZ2YrzGy3mb1qZoPj1p0ddkeVmtmfzezNfd01cd/Pu81sJ3Bnc8c+PDbD4uZnmtkvmqpd2oi765HCD2AdcFY4PQBYAtwTzvcHdgLnEfxxnxzO9wQ6A2XAUeG2fYHR4fRUoA64FcgGLgNKge7h+reAPwO5BH88ioEvheveBaaE03nAhHC6EHAgK672YWFNOWFNbwG/P8B7/TrQA8gCbgO2ArlNbHsn8OgB5verB3gDWA2MADqG878O1w0G9gBXhMejB3B8uO4M4Njw+B4HbAMuDteNAPaG7zEb+CGwCujQSL0F4WtcEm57a/g9uCFcf1H43KPD9/8TYG7cc8uAfwvX3QLUxj133/fz2+H6js0d+/DYDIubnwn8Iuqf93R/RF6AHq38DQ4CvTwMAwdeA7qF6/4DeKTB9q8C1xAEegnwVaBjg22mApsBi1s2H5gCDATqgS5x634FzAyn3wJ+BhQ02Od+AdrEe7kYWHQQ7303MKaJdXdy8IH+k7j13wJeCadvB55vYU2/B+4Op/8P8HTcugxgE3BGI8+7Gngvbt4I+ub3hfI/gOsb7KuC4I/N1cC7DZ5b1CDQNzRT937HXoGenA91uaSHi929C0FrcSRBiw2CX/ZLw3/3S8ysBDgV6Ovuewla3t8EtpjZS2Y2Mm6fmzz8TQ6tB/qFj13uvqfBuv7h9PUELdOPzWyBmZ3fVNFm1tvMnjSzTWZWBjwaV3tj238/7HIoDd9L/oG2PwRb46YrCP7DgOCP2OomahpvZq+bWbGZlRIcz3019SM4NgC4e4wgaPt/fk/0C9ft29bj5wm+l/fEfR93EQR3/yaeu7HB/uP3ddDHXpKDAj2NuPubBC2p34aLigha6N3iHp3d/dfh9q+6+2SC7paPgf+J211/M4vvwx1E0GrfDHQ3sy4N1m0K9/mpu18B9AJ+AzxrZp0JWnwN/d9w+bHu3pWgS8Ua2Y6wv/yHwNeAI9y9G0E3UKPbN2IvEP9Bap8WPg+C4zi0iXWPA7OAge6eD9wfV9NmgiAGIDyeAwmPVQNbwnUNt42v4cYG38uO7j43fO6ABs8dwP4aHv/mjn0Fh368pJUo0NPP74HJZjaGoNV1gZl92cwyzSzXzM4wswFhC+2iMGyrCbptYnH76QV8x8yyzexSgr7bl929CJgL/Crc33EErfJHAczs62bWM2yNloT7ihH0s8eAI+Neo0v4uqVm1h/4wQHeVxeCfuBiIMvM7gC6HsRxWQycbsG54vkc3JlAjwFnmdnXzCzLzHqY2b4PnrsQ/MdSZWbjgCvjnvc08BUzO9PMsgn6/asJjl9DLwGjzezfwg9qv8P+IXo/cLuZjQYws/zw+7Lvucea2cXhc2+m+QBu7tgvBq4Mf27OAb7QzP6kDSjQ04y7FwMPA3eE4XsR8GOCICwi+MXNCB/fI2hF7iL4hb0pblfzgOHADuCXwCXuvjNcdwVBH/Rm4Hngp+7+/8J15wDLzKwcuAe43N0r3b0i3M+csNtgAkFf+4kELe2XgANdlPMq8ArwCUE3RhUNuhGaOS6zgaeAj4D3gb8fxHM3EHywfBvBh41LgTHh6m8Bd5nZHoIza56Oe95KgpbvHwmO4wUEp5jWNPIaO4BLCc7g2Ulw7OfErX+e4D+eJ8MukqXAuQ2e+5/hc0cBCwn+eDSluWN/S1hvCXAV8MIB9iVtxPbvBhVpXnhK3g3ufmrUtSQbM5tCcJbKjKhraYqZZRD0oV/l7q9HXY8kjlroIgliwRW4G4AvRl1LQ2G3WjczyyH4j8yA9yIuSxJMgS6SOA8CLxKcQphsJhKcibOva+did6+MtiRJNHW5iIikCLXQRURSRGQ34SkoKPDCwsKoXl5EpF16//33d7h7z8bWRRbohYWFLFy4MKqXFxFpl8xsfVPr1OUiIpIiFOgiIilCgS4ikiIU6CIiKUKBLiKSIpoN9PCOefMtGJ5smQXDdzXcJsfMnrJguLF5ZlbYGsWKiEjTWtJCryYYPmwMwXBi54R3wot3PbDb3YcBdxPc9U1ERNpQs+ehh6OblIez2eGj4f0CLiIYwgvgWeBeMzPXfQVEpBnuTn3Mqdv3qI9RW+/UxWLU1QfrYr7vwf/OxyDmTn04/NqB1tWH87FYuN1ny4P5WPg8B9z5bJq4ZR5Ox8Jp9i3Hw6/h8/x/39e+5fu2i4UzJw/pzmnDG7026LC06MIiM8skuEf0MOBP7j6vwSb9Ce897e514VBbPQhuBBS/n2nANIBBgwYdXuUiclhiMaeitp6KmjoqquvZW1NHRU09FTX1VNXWU10Xo7q2npr6GNW1sWC+bt/yGDX19U0sj+0fyjGnrj4M6jCwP1sWC7ZLNzedMTS6QHf3euB4M+sGPG9mx7j70oN9MXefDkwHGDt2bPp9F0USwN2pqo1RWllLWVUtZeHX0spayirrKKusjVtXR3l1XRDaNWFoVwehXVlbf0ivn51p5GRlkpOVETyyg+kO4XxudgZZOVlkZxpZGRlkZhrZGUZWZsZny7Iyjax9y8Kvny3LCLfLzCAzI1iWmWGYGZlmZBjBdEYwnZFhZMSt+2w+g7jnGBkZhMvD7cw+m7dw/rOvAAZGsMwI9pURLsPYb7nxv8+Hfesaee5+ozYm3kFd+u/uJWb2OsGoM/GBvolgfMON4RBX+QQjo4hIC9THnOI91WzfU8XO8hp2lFeza28NO/cG0zvLa4L58mp27K2hpi52wP11zM6ka8csuuZm0yU3i04dsijIy6FzThYdO2TSuUMmnTpk0Tknk44dsvab79Qhk5ysTHKzM+KCO5Oc7Aw6ZGaQkdG6oSSHrtlAN7OeQG0Y5h2ByXz+Q89ZwDXAu8AlwL/Ufy4ScA/CesOuCjaXVrG1tJKtpdVsLatkS2kVW0ur2L6nmvrY539lcrIyKMjLoUdeBwryOjCidxcK8jqQ3ymb/I7Bo2tuNl07ZtM1N4v8jtl0yc2mQ5bOSE5HLWmh9wUeCvvRM4Cn3f3vZnYXsNDdZwEzgEfMbBXB+JOXt1rFIkmoPuZs3F3Bmh172bCzgvU7K9iwq4INu/ayYVcFVbX7t6g7dcikb34uffM7MmlYAX3zc+ndNXgU5HWgR+cgxDt1yGz1f9MldbTkLJePgBMaWX5H3HQVwSC0Iimtrj7G+l0VfLqtnFXb9/Dp9nI+3VbO6uJyquO6QTpmZzKoeycG9+jMacN7MrhHJwZ278SAbh3pnZ9Ll5wsBbUkXGS3zxVJdjV1MT7dvodlm8pYsqmUpZtLWbGlbL/Wdv9uHRneO49Jw3owvFcXjuzZmUE9OtEzL0eBLW1OgS4S2lZWxcJ1u1m4fhcfrN/Nii17qKkPwjsvJ4tR/bpy5bjBHN23CyN6d2ForzzycvQrJMlDP42Sttbv3Ms7q3Z8FuJFu4Ixk3OzMxgzoBtTJxVyTP98junXlcIenXV2hyQ9BbqkjZKKGuau3snbn+7gnVXFnwV4QV4OYwcfwTUTCzlp8BGM7pevs0SkXVKgS8pyd1YXl/Pqsm3MXr6NDzeW4B50n0w4sgc3nHokpw4v4MiCzurvlpSgQJeUEos5i4pK+Ofyrcxeto01O/YCcNyAfL7zpeGcNryAMQO7kZ2pFrikHgW6pIRPtu3h+UWbmLV4M5tKKsnKMCYO7cG1kwo5a1Rv+uZ3jLpEkVanQJd2a3tZFS8s3sTzizazYksZmRnGacML+P6XR/Clkb3J75gddYkibUqBLu1KLObMXb2Tx+atZ/bybdTFnDEDu3HnBaM4f0w/CvJyoi5RJDIKdGkXSipqeHphEY/P28C6nRUc0Smb604dwuUnD+TInnlRlyeSFBToktSKdlUw4521PLWgiMraesYVdufWySP48ug+5GZnRl2eSFJRoEtSWrKxlP9+azUvL9lCZoZx4Zj+fOP0IYzs0zXq0kSSlgJdksrSTaXcPfsTXvt4O11ysvjGaUdy7aQh9MnPjbo0kaSnQJeksHLrHu6e/QmvLNtK19wsvn/2CK4+pZCuuTpTRaSlFOgSqS2llfznKyt5YfEm8jpkccuZw7n+tCEKcpFDoECXSFTU1HH/m2uY/tZqYg43nj6Ub37hSLp16hB1aSLtlgJd2pS788LiTfz6Hx+zraya84/ry3+cM5KB3TtFXZpIu6dAlzazdsdefvLCEuas2smYAfn86coTGVvYPeqyRFKGAl1aXU1djOlvreYP/1pFTlYGv7j4GK4cN0j3FxdJMAW6tKolG0u57ZnFfLKtnK8c25efXjCKXl11CqJIa1CgS6uoq49x3xuruee1TynIy2HGNWM58+jeUZclktIU6JJwa3fs5XtPL2bRhhIuHNOPn190DPmddBqiSGtToEtCPb9oIz9+binZmcYfrjiBC8f0i7okkbShQJeEqKqt52cvLueJ+RsYN6Q791x+vAaVEGljzQa6mQ0EHgZ6Aw5Md/d7GmxzBvA3YG246Dl3vyuxpUqyWr9zLzc9+gHLt5Rx0xlDuW3yCLI0xJtIm2tJC70OuM3dPzCzLsD7Zjbb3Zc32O5tdz8/8SVKMntj5Xa+/cQiMsz0wadIxJoNdHffAmwJp/eY2QqgP9Aw0CWNuDsPzFnHL19azlF9ujJ9ykm62lMkYgfVh25mhcAJwLxGVk80sw+BzcD33X1ZI8+fBkwDGDRo0MHWKkmipi7GHX9bypMLijh7VG/uvux4Oufo4xiRqLX4t9DM8oC/At9197IGqz8ABrt7uZmdB7wADG+4D3efDkwHGDt2rB9y1RKZ0spabnxkIe+t2cXNXxzKbZOP0hWfIkmiRZ9cmVk2QZg/5u7PNVzv7mXuXh5Ovwxkm1lBQiuVyG0rq+Jr97/L++t3c/dlY/jBl0cqzEWSSEvOcjFgBrDC3X/XxDZ9gG3u7mY2juAPxc6EViqRWlNczpQZ8ympqOHBqeM4dbj+Xoskm5Z0uUwCpgBLzGxxuOzHwCAAd78fuAS4yczqgErgcndXl0qK+LCohGtnLsCAJ6dN5NgB+VGXJCKNaMlZLu8AB/y/2t3vBe5NVFGSPBas28XUB+ZzROcOPHL9eIYUdI66JBFpgk5NkCbNX7uLqQ/Op09+Lk98YwK9dZdEkaSmy/mkUe+t2cnUB+fTNz+XJxXmIu2CAl0+593VO7n2wQX069aRJ6ZN0P3LRdoJdbnIft5fv5vrZi5gwBEdefwbE+jZJSfqkkSkhdRCl898vLWM62YuoHfXHB77xniFuUg7o0AXADbsrGDKjPnkZmfwyPXj6dVF3Swi7Y26XIRtZVVcNeM9autjPHPjRN1kS6SdUgs9zZVX13HtgwvYWV7DzGvHMbx3l6hLEpFDpBZ6Gqurj/Htxz9g5bY9/OWasRw/sFvUJYnIYVALPU25O3f9fTmvryzmzgtH88WjekVdkogcJgV6mnpwzjoefnc93zhtCFMmDI66HBFJAAV6Gnr94+38/KXlnDO6D7efe3TU5YhIgijQ08zaHXv5zpOLOLpPV+6+7Hjdz1wkhSjQ00h5dR3THl5IVobx31NOomOHzKhLEpEE0lkuacLd+cEzH7K6uJxHrh+vc81FUpBa6GnivjdX84+lW7n93KOZNEyjDYmkIgV6Gnh39U5+++pKLhjTjxtOGxJ1OSLSShToKW5neTW3PLmIwh6d+fW/HUswRKyIpCL1oaewWMz53tMfUlJZy8xrx9E5R99ukVSmFnoKm/72Gt78pJg7zh/FqH5doy5HRFqZAj1Fvb9+N//16kq+cmxfrho/KOpyRKQNKNBTUHl1Hd99ahF983P51VfVby6SLtSpmoJ++dJyNu6u5OkbJ9I1NzvqckSkjaiFnmL+9fE2nphfxLTTj+Tkwu5RlyMibajZQDezgWb2upktN7NlZnZLI9uYmf3BzFaZ2UdmdmLrlCsHsmtvDT98dgkj+3The5NHRF2OiLSxlnS51AG3ufsHZtYFeN/MZrv78rhtzgWGh4/xwH3hV2kj7s5PXlhCaWUND183jpws3adFJN0020J39y3u/kE4vQdYAfRvsNlFwMMeeA/oZmZ9E16tNOlvizfz8pKtfG/yUTpFUSRNHVQfupkVAicA8xqs6g8Uxc1v5POhj5lNM7OFZrawuLj44CqVJu0or+bOF5dx4qBuTDv9yKjLEZGItDjQzSwP+CvwXXcvO5QXc/fp7j7W3cf27NnzUHYhjfj535ezt7qO33z1ODJ1f3ORtNWiQDezbIIwf8zdn2tkk03AwLj5AeEyaWWvr9zO3xZv5uYvDmN47y5RlyMiEWrJWS4GzABWuPvvmthsFnB1eLbLBKDU3bcksE5pxN7qOn7y/FKG98rjpjOGRl2OiESsJWe5TAKmAEvMbHG47MfAIAB3vx94GTgPWAVUANcmvlRp6Lf/XMnm0kqe/eYpOqtFRJoPdHd/Bzhgx6y7O3BzooqS5i3asJuZc9dx9YTBnDT4iKjLEZEkoCtF26H6mPOTF5bSu0suPzhnZNTliEiSUKC3Q4/PW8+yzWX8n/NHkad7nItISIHezuwsr+a/Xl3JpGE9OO/YPlGXIyJJRIHezvznKyupqKnnZxeO1m1xRWQ/CvR2ZNGG3Ty1sIjrTx3CsF4651xE9qdAbyfqY84df1tG7645fPvM4VGXIyJJSIHeTjy1oIglm0r58XlH64NQEWmUAr0d2FNVy+9mr2RcYXcuHNMv6nJEJEmpqdcO3P/manaU1/DA1KP1QaiINEkt9CS3qaSSv7y9louP78dxA7pFXY6IJDEFepL7r1c+BtAVoSLSLAV6EvuwqIQXFm/m+lOH0L9bx6jLEZEkp0BPUu7OL19aQUFeB90aV0RaRIGepF5dto3563Zx6+QRdMnNjrocEWkHFOhJqD7m/PafKxnaszOXjR3Y/BNERFCgJ6XnF21i1fZyvn/2UWRl6lskIi2jtEgy1XX13D37E47tn885x+huiiLScgr0JPPk/CI2lVTy/S8fpYuIROSgKNCTSEVNHX/81yrGD+nO6cMLoi5HRNoZBXoSmTl3HTvKq/nhOWqdi8jBU6AnidLKWu5/YzVnjuzFSYO7R12OiLRDCvQk8T9vraGsqo7bzj4q6lJEpJ1SoCeB3XtreHDOWr5yXF9G9esadTki0k4p0JPAjHfWUlFbzy0aiUhEDkOzgW5mD5jZdjNb2sT6M8ys1MwWh487El9m6iqtqGXm3HWcd0xfRvTWOKEicuhaMsDFTOBe4OEDbPO2u5+fkIrSzIw5aymvruPbZw6LuhQRaeeabaG7+1vArjaoJe2UVtby4Jy1nDO6DyP7qO9cRA5PovrQJ5rZh2b2DzMb3dRGZjbNzBaa2cLi4uIEvXT7NXPOOvZUqXUuIomRiED/ABjs7mOAPwIvNLWhu09397HuPrZnz54JeOn2a09VLTPeWcPkUb0Z3S8/6nJEJAUcdqC7e5m7l4fTLwPZZqbr1pvx0Nx1lFXV8Z0v6cwWEUmMww50M+tj4XXqZjYu3OfOw91vKttbXcdf3lnLmSN7cewAtc5FJDGaPcvFzJ4AzgAKzGwj8FMgG8Dd7wcuAW4yszqgErjc3b3VKk4BTy4ooqSilm99UX3nIpI4zQa6u1/RzPp7CU5rlBaoqYsx4+01jBvSnZMGHxF1OSKSQnSlaBub9eFmNpdWaeBnEUk4BXobisWc+99czcg+XThjRHqf5SMiiadAb0OvfbydVdvLuemMobrfuYgknAK9jbg7972xigFHdOQrx/aNuhwRSUEK9DayYN1uPthQwo2nH0lWpg67iCSekqWN3PfGKnp07sClYwdGXYqIpCgFehtYsaWM11cWc+2kQnKzM6MuR0RSlAK9DfzPW2vo3CGTKRMKoy5FRFKYAr2VbS2tYtaHm/nayQPJ75QddTkiksIU6K3s4XfXEXPn2lOGRF2KiKQ4BXorqqip47F5G/jy6D4M6tEp6nJEJMUp0FvRX9/fSGllLTecpta5iLQ+BXoricWcGe+s5fiB3ThxkG7CJSKtT4HeSl77eDvrdlZw/alDdJm/iLQJBXormfHOGvp368i5x/SJuhQRSRMK9FawdFMp763ZxdRTCnWZv4i0GaVNK5jxzlo6d8jksnG6zF9E2o4CPcG2llbx4oebuezkQXTN1YVEItJ2FOgJ9tC74YVEkwqjLkVE0owCPYGqaut5Yv4Gzh7Vh4HddSGRiLQtBXoCzVq8mZKKWqaqdS4iEVCgJ4i7M3PuOo7q3YXxQ7pHXY6IpCEFeoIsXL+b5VvKuOaUQl1IJCKRUKAnyMy56+iam8XFJ/SLuhQRSVPNBrqZPWBm281saRPrzcz+YGarzOwjMzsx8WUmt62lVbyydCuXnTyQTh2yoi5HRNJUS1roM4FzDrD+XGB4+JgG3Hf4ZbUvj89bT8xdIxKJSKSaDXR3fwvYdYBNLgIe9sB7QDcz65uoApNddV09j8/fwJkje+me5yISqUT0ofcHiuLmN4bLPsfMppnZQjNbWFxcnICXjt7LS7awo7yGqycWRl2KiKS5Nv1Q1N2nu/tYdx/bs2fPtnzpVjNz7nqO7NmZU4cVRF2KiKS5RAT6JiD+LlQDwmUpb3FRCR8WlXDNxEIyMnSqoohEKxGBPgu4OjzbZQJQ6u5bErDfpPfw3HXk5WTx1ZMGRF2KiAjNnmNnZk8AZwAFZrYR+CmQDeDu9wMvA+cBq4AK4NrWKjaZ7Civ5u8fbeHK8YPIy9GpiiISvWaTyN2vaGa9AzcnrKJ24ol5G6ipjzFl4uCoSxERAXSl6CGprY/x6Lz1nDa8gKE986IuR0QEUKAfkleXbWVbWTVTTymMuhQRkc8o0A/Bw3PXM6h7J844qlfUpYiIfEaBfpCWby5j/rpdXD1xMJk6VVFEkogC/SA9NHcdHbMzufQkDQAtIslFgX4QSipqeGHxJi4+oR/5nTQAtIgkFwX6QXhm4Uaq62K6b4uIJCUFegvVx5xH3lvPuCHdObpv16jLERH5HAV6C735yXY27KrgGrXORSRJKdBb6KG56+ndNYezR/eOuhQRkUYp0Ftg7Y69vPlJMVeOG0x2pg6ZiCQnpVMLPPLuerIzjSvG61RFEUleCvRm7K2u45n3izj3mL706pIbdTkiIk1SoDfjhcWb2FNVxzWn6K6KIpLcFOgH4O488u56RvfryomDjoi6HBGRA1KgH8D8tbv4eOserplYiJnu2yIiyU2BfgAPv7ue/I7ZXDCmX9SliIg0S4HehK2lVbyybCuXnTyQjh0yoy5HRKRZCvQmPD5vPTF3vj5eH4aKSPugQG9EdV09j8/fwJeO6sWgHp2iLkdEpEUU6I14ZelWdpTXcLWGmBORdkSB3oiH5q5jSEFnThtWEHUpIiItpkBv4MOiEj7YUMKUCYPJ0BBzItKOKNAbeGDOWvJysrh07ICoSxEROSgtCnQzO8fMVprZKjP7USPrp5pZsZktDh83JL7U1re1tIqXPtrC18YOpEuuhpgTkfYlq7kNzCwT+BMwGdgILDCzWe6+vMGmT7n7v7dCjW3mkffWUe/OVH0YKiLtUEta6OOAVe6+xt1rgCeBi1q3rLZXWVPP4/M2cPao3jpVUUTapZYEen+gKG5+Y7isoa+a2Udm9qyZNXrjcDObZmYLzWxhcXHxIZTbep5ftIndFbVcN2lI1KWIiBySRH0o+iJQ6O7HAbOBhxrbyN2nu/tYdx/bs2fPBL304XN3HpizltH9ujJuSPeoyxEROSQtCfRNQHyLe0C47DPuvtPdq8PZvwAnJaa8tvH2pztYtb2c6yYN0V0VRaTdakmgLwCGm9kQM+sAXA7Mit/AzPrGzV4IrEhcia3vgTlr6dklh/PH9G1+YxGRJNXsWS7uXmdm/w68CmQCD7j7MjO7C1jo7rOA75jZhUAdsAuY2oo1J9Sq7Xt4Y2Ux35s8gpws3VVRRNqvZgMdwN1fBl5usOyOuOnbgdsTW1rb+O8315CbncFV4wdFXYqIyGFJ6ytFt5RW8sLiTVw2diA98nKiLkdE5LCkdaDPeHstMYcbTjsy6lJERA5b2gZ6SUUNj8/fwIVj+jGwuy4kEpH2L20D/ZF311NRU8+NX1DrXERSQ1oGemVNPQ/OXceXRvZiZJ+uUZcjIpIQaRnoTy8sYtfeGr75haFRlyIikjBpF+hVtfXc98ZqTi48gpMLj4i6HBGRhEm7QH9y/ga2llVx61kjdJm/iKSUtAr0qtp6/vzGasYP6c7EoT2iLkdEJKHSKtAfm7eB7e2uWn4AAAelSURBVHuquXWyWuciknrSJtAra4K+81OG9mDCkWqdi0jqSZtAf2DOWnaUB61zEZFUlBaBvqO8mvveWM1ZR/fm5EINYCEiqSktAv3u2Z9QVVvP7eeNjLoUEZFWk/KB/um2PTwxfwNXjR/E0J55UZcjItJqUjrQ3Z2fv7SCzjlZ3HKW+s5FJLWldKC/+NEW3vqkmFvPGkH3zh2iLkdEpFWlbKCXVNRw14vLOG5APtecUhh1OSIira5FQ9C1R796+WN2V9Ty0HXjyMzQRUQikvpSsoX+ytKtPLWwiBtOG8LofvlRlyMi0iZSLtA3l1TyH3/9iGP753Pb5KOiLkdEpM2kVKBX1dZz8+MfUFcf4w9XnECHrJR6eyIiB5QyfeixmHPbMx+yaEMJ9111IkMKOkddkohIm0qJJmx9zPnhXz/ipY+28KNzR3LusX2jLklEpM21KNDN7BwzW2lmq8zsR42szzGzp8L188ysMNGFNqW0spZvPvo+z76/kVvPGsGNp2vQZxFJT812uZhZJvAnYDKwEVhgZrPcfXncZtcDu919mJldDvwGuKw1Ct5nb3UdLy3Zwt2zP6F4TzV3XjCKqZOGtOZLiogktZb0oY8DVrn7GgAzexK4CIgP9IuAO8PpZ4F7zczc3RNYKwCvr9zOz19czsbdldTUxzhuQD5/vupEThik8UFFJL21JND7A0Vx8xuB8U1t4+51ZlYK9AB2xG9kZtOAaQCDBg06pIK7dczm6H5dmTyqN184qicTj+yh0YdERGjjs1zcfTowHWDs2LGH1Ho/YdAR/OlKtcZFRBpqyYeim4CBcfMDwmWNbmNmWUA+sDMRBYqISMu0JNAXAMPNbIiZdQAuB2Y12GYWcE04fQnwr9boPxcRkaY12+US9on/O/AqkAk84O7LzOwuYKG7zwJmAI+Y2SpgF0Hoi4hIG2pRH7q7vwy83GDZHXHTVcCliS1NREQORkpcKSoiIgp0EZGUoUAXEUkRCnQRkRRhUZ1daGbFwPpDfHoBDa5CTQN6z+lB7zk9HM57HuzuPRtbEVmgHw4zW+juY6Ouoy3pPacHvef00FrvWV0uIiIpQoEuIpIi2mugT4+6gAjoPacHvef00CrvuV32oYuIyOe11xa6iIg0oEAXEUkR7S7QmxuwOtWY2UAze93MlpvZMjO7Jeqa2oqZZZrZIjP7e9S1tAUz62Zmz5rZx2a2wswmRl1TazOzW8Of66Vm9oSZ5UZdU6KZ2QNmtt3MlsYt625ms83s0/BrQkbtaVeBHjdg9bnAKOAKMxsVbVWtrg64zd1HAROAm9PgPe9zC7Ai6iLa0D3AK+4+EhhDir93M+sPfAcY6+7HENyeOxVvvT0TOKfBsh8Br7n7cOC1cP6wtatAJ27AanevAfYNWJ2y3H2Lu38QTu8h+CXvH21Vrc/MBgBfAf4SdS1twczygdMJxhbA3WvcvSTaqtpEFtAxHOmsE7A54noSzt3fIhgnIt5FwEPh9EPAxYl4rfYW6I0NWJ3y4baPmRUCJwDzoq2kTfwe+CEQi7qQNjIEKAYeDLuZ/mJmnaMuqjW5+ybgt8AGYAtQ6u7/jLaqNtPb3beE01uB3onYaXsL9LRlZnnAX4HvuntZ1PW0JjM7H9ju7u9HXUsbygJOBO5z9xOAvSTo3/BkFfYbX0Twx6wf0NnMvh5tVW0vHK4zIeePt7dAb8mA1SnHzLIJwvwxd38u6nrawCTgQjNbR9Ct9iUzezTaklrdRmCju+/77+tZgoBPZWcBa9292N1rgeeAUyKuqa1sM7O+AOHX7YnYaXsL9JYMWJ1SzMwI+lVXuPvvoq6nLbj77e4+wN0LCb7H/3L3lG65uftWoMjMjgoXnQksj7CktrABmGBmncKf8zNJ8Q+C48wCrgmnrwH+loidtmhM0WTR1IDVEZfV2iYBU4AlZrY4XPbjcJxXSS3fBh4LGytrgGsjrqdVufs8M3sW+IDgbK5FpOBtAMzsCeAMoMDMNgI/BX4NPG1m1xPcRvxrCXktXfovIpIa2luXi4iINEGBLiKSIhToIiIpQoEuIpIiFOgiIimiXZ22KNISZtaD4IZHAH2AeoLL6gHGhfcBEkk5Om1RUpqZ3QmUu/tvo65FpLWpy0XSgpmdZGZvmtn7ZvZq3GXXb5jZ3Wa2MLwH+clm9lx4n+pfhNsUhvcofyzc5lkz6xSuOzO8mdaS8L7XOVG+T0lvCnRJBwb8EbjE3U8CHgB+Gbe+xt3HAvcTXIJ9M3AMMDXsvgE4Cvizux8NlAHfCgdjmAlc5u7HEnRh3tQG70ekUQp0SQc5BAE9O7x9wk8Ibuy2z777AS0BloX3oK8muPx+383gitx9Tjj9KHAqQcivdfdPwuUPEdzTXCQS+lBU0oERBHVTQ7pVh19jcdP75vf9jjT8sEkfPknSUQtd0kE10HPfGJ1mlm1mow9yH4Pixvi8EngHWAkUmtmwcPkU4M1EFCxyKBTokg5iwCXAb8zsQ2AxB3/f7ZUE47muAI4gGIiiiuCOiM+Y2ZLwde5PXNkiB0enLYo0Ixz67+/hQMYiSUstdBGRFKEWuohIilALXUQkRSjQRURShAJdRCRFKNBFRFKEAl1EJEX8f3VOawyjnTwOAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "xP6IZ2b3FkC6", "colab_type": "text" }, "source": [ "Veja que um sistema com $\\zeta=1$ possui polos reais duplos..." ] }, { "cell_type": "code", "metadata": { "id": "EyCWEy5oFzXy", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 347 }, "outputId": "59d1ca44-4846-49e0-f9c8-8e35aafa3c0c" }, "source": [ "[z,p,k]=control.tf2zpk(num,den)\n", "print('zeros =',z)\n", "print('polos =',p)\n", "print('k =',k)\n", "control.pzmap(G1);" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "zeros = []\n", "polos = [-1. -1.]\n", "k = 3.0\n" ], "name": "stdout" }, { "output_type": "display_data", "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYoAAAEWCAYAAAB42tAoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAYOklEQVR4nO3deZhkdX3v8feHgQETNsF5ENlVfAIuGS8dVOISBRIQBXKjAYxxvDF3Yozm3ht9Ajx4XciiAfW6caMTNAK5BhSjjophixKNovTAiALCjLgwMMKAS1SUbb73jzqNNU31mWK6qqun6/16nnr6LL865/sb6PPp8zunTqWqkCRpJtuMugBJ0vxmUEiSWhkUkqRWBoUkqZVBIUlqZVBIkloZFBprSb6T5IhR1yHNZwaFFoTmgP/zJD9NcnuSDyXZcYj7+2yzr+7XL5JUkn2Htd+u/X8nyb1JHjVt+TVNDfsPuwaND4NCC8kLq2pH4L8AE8Drh7Wjqjq6qnacegG7AFcC51bV9x7OttKxJb+L3wZO6trOk4Ff2YLtSK0MCi04VXUr8FngSQBJjk1yXZIfJfl8koN6vS/JNklOSfKtJHcl+UiS3frc7d8CuwF/2rW9pyf5UrPfryX5ra51n0/yN0n+A7gbeGySw5JcleTHzc/DNrPP84CXdc0vA86d1qdjmrOM/0xyS5I3da3bvzn7WJ7ktiTrk7yuz/5qjBgUWnCS7AM8H7gmyROAfwb+J7AEuAj4VJLFPd76GuB44DnAY4AfAmf1sb/jgD8Bfq+q7m6W7QV8BvhrOgHyOuBjSZZ0vfUPgeXATsBPmvbvBnYH3gF8JsnuLbu+Etg5yUFJFgEnAv80rc3P6ITJrsAxwJ8mOX5am+cCBwK/DZzsNRtNZ1BoIflEkh8BXwSuoPNX/gnAZ6rq0qq6D3gb8Aig11/rrwROq6p1VXUP8CbgRUm2nWmHSR4HfAh4RVWt6Vr1UuCiqrqoqjZW1aXAJJ0Am/Khqrququ6nc5BeU1XnVdX9VfXPwDeBF26mz1NnFUcCNwC3dq+sqs9X1debGq6lE5rPmbaNN1fVz6rq68A/0jWcJQHM+AsgbYWOr6rLuhckeQzw3an5qtqY5BZgrx7v3w/4eJKNXcseAPZg2gG42fYOwIXAB6vqYz229eIk3Qf67YDPdc3f0jW9SZ2N785QZ7fzgH8HDmDasFNT49OAt9IZhlsMbA98dFqz7jq+Czx5M/vUmPGMQgvdbXQO2kDnwjGwDz0O/HQOmEdX1a5drx2aax69nAX8FDh5hm2dN21bv1pVb+1q0/3o5k3qbOw7Q52/3EDVd+lc1H4+8C89mnwYWAnsU1W7AO8DMq3NPtP2eVvbPjV+DAotdB8BjklyeJLtgNcC9wBf6tH2fcDfJNkPIMmS5vrDQyT5I+AFwAnN0NF0/wS8MMnvJFmUZIckv5Vk7xnqvAh4QpKXJNk2yQnAwcCn++jjK4DnVdXPeqzbCfhBVf0iyaHAS3q0+d9JfiXJE4H/BlzQxz41Rhx60oJWVTcmeSnwHjrDOKvp3EZ7b4/m76Lz1/YlzZDVHXQOmp/s0fb1dC5S39Q5SdnE0VX1hSZkzqBzXeAB4Kt03RU1rc67krygqeHvgbXAC6rqzj76+K2W1a8C3p7kvXSu23yEzoXtblc0+9sGeFtVXbK5fWq8xC8uksZT86G8bwPbzXBWJAEOPUmSNsOgkCS1cuhJktTKMwpJUqsFd9fTox71qNp///1HXYYkzblVq1ZxyCGHbOl776yqJb3WLbihp4mJiZqcnBx1GZI055Kwpcf0JKuqaqLXOoeeJEmtDApJUiuDQpLUyqCQJLUyKCRJrQwKSVIrg0KS1MqgkCS1MigkSa0MCklSK4NCktTKoJAktTIoJEmtRhoUSY5KcmOStUlO6bH+lUm+nmR1ki8mOXgUdUrSOBtZUCRZBJwFHA0cDJzUIwg+XFVPrqqlwBnAO+a4TEkae6M8ozgUWFtVN1fVvcD5wHHdDarqP7tmfxVYWF+eIUlbgVF+w91ewC1d8+uAp01vlOTPgL8AFgPP67WhJMuB5QD77rvvwAuVpHE27y9mV9VZVfU44GTg9TO0WVFVE1U1sWRJz2/ykyRtoVEGxa3APl3zezfLZnI+cPxQK5IkPcQog+Iq4MAkByRZDJwIrOxukOTArtljgDVzWJ8kiRFeo6iq+5O8GrgYWAR8sKquS3I6MFlVK4FXJzkCuA/4IbBsVPVK0rga5cVsquoi4KJpy97QNf0/5rwoSdIm5v3FbEnSaBkUkqRWBoUkqZVBIUlqZVBIkloZFJKkVgaFJKmVQSFJamVQSJJaGRSSpFYGhSSplUEhSWplUEiSWhkUkqRWBoUkqZVBIUlqZVBIkloZFJKkVgaFJKmVQSFJamVQSJJajTQokhyV5MYka5Oc0mP9XyS5Psm1SS5Pst8o6pSkcTayoEiyCDgLOBo4GDgpycHTml0DTFTVU4ALgTPmtkpJ0ijPKA4F1lbVzVV1L3A+cFx3g6r6XFXd3cxeCew9xzVK0tgbZVDsBdzSNb+uWTaTVwCf7bUiyfIkk0kmN2zYMMASJUlbxcXsJC8FJoAze62vqhVVNVFVE0uWLJnb4iRpgdt2hPu+Fdina37vZtkmkhwBnAY8p6rumaPaJEmNUZ5RXAUcmOSAJIuBE4GV3Q2SPBV4P3BsVd0xgholaeyNLCiq6n7g1cDFwA3AR6rquiSnJzm2aXYmsCPw0SSrk6ycYXOSpCEZ5dATVXURcNG0ZW/omj5izouSJG1iq7iYLUkaHYNCktTKoJAktTIoJEmtDApJUiuDQpLUyqCQJLUyKCRJrQwKSVIrg0KS1MqgkCS1MigkSa0MCklSK4NCktTKoJAktTIoJEmtDApJUiuDQpLUyqCQJLUyKCRJrQwKSVKrkQZFkqOS3JhkbZJTeqx/dpKrk9yf5EWjqFGSxt3IgiLJIuAs4GjgYOCkJAdPa/Y94OXAh+e2OknSlG1HuO9DgbVVdTNAkvOB44DrpxpU1XeadRtHUaAkabRDT3sBt3TNr2uWSZLmkQVxMTvJ8iSTSSY3bNgw6nIkaUEZZVDcCuzTNb93s+xhq6oVVTVRVRNLliwZSHGSpI5RBsVVwIFJDkiyGDgRWDnCeiRJPYwsKKrqfuDVwMXADcBHquq6JKcnORYgyW8kWQe8GHh/kutGVa8kjatR3vVEVV0EXDRt2Ru6pq+iMyQlSRqRBXExW5I0PAaFJKlVX0HRfIpakjSG+j2jWJPkzB6P2JAkLXD9BsWvAzcBZye5svmA285DrEuSNE/0FRRV9ZOq+oeqOgw4GXgjsD7JOUkeP9QKJUkj1fc1iiTHJvk48E7g7cBjgU8x7fZWSdLC0u/nKNYAnwPOrKovdS2/MMmzB1+WJGm+2GxQNHc8faiqTu+1vqr+fOBVSZLmjc0OPVXVA8AL5qAWSdI81O/Q038keS9wAfCzqYVVdfVQqpIkzRv9BsXS5mf38FMBzxtsOZKk+aavoKiq5w67EEnS/NT302OTHAM8EdhhatlMF7glSQtHv5+jeB9wAvAaIHS+H2K/IdYlSZon+n2Ex2FV9TLgh1X1ZuAZwBOGV5Ykab7oNyh+3vy8O8ljgPuAPYdTkiRpPun3GsWnk+wKnAlcTeeOp7OHVpUkad7o966nv2omP5bk08AOVfXj4ZUlSZovHs5dT4cB+0+9JwlVde6Q6pIkzRN9BUWS84DHAauBB5rFBRgUkrTA9XsxewL4zap6VVW9pnktiIcBbty4kZNPPpmNGzf2tVySxk2/QfEN4NGD3nmSo5LcmGRtklN6rN8+yQXN+q8k2X/QNZx66qmcccYZHHLIIQ+GwsaNGznkkEM444wzOPXUUwe9S0naqqSqNt8o+Ryd5z19FbhnanlVHbvFO+48vvwm4EhgHXAVcFJVXd/V5lXAU6rqlUlOBH63qk5o2+7ExERNTk72XcdUKKxevZqlS5eyatWqh8xvs02/eSpJo9NcO97S966qqole6/q9mP2mLdpzu0OBtVV1M0CS84HjgOu72hzXte8LgfcmSW3pv0QP22yzzSbhsGjRIgBDQpIa/d4ee8UQ9r0XcEvX/DrgaTO1qar7k/wY2B24s7tRkuXA8q75WRfXHRqStLUYxPFvutagSPLFqnpmkp/QucvpwVVAVdXOA69oC1TVCmAFPPyhJ9h0+GmKZxSStjazHHqacV3rUbCqntn83Kmqdu567TSAkLgV2Kdrfu9mWc82SbYFdgHumuV+NzH9GsUDDzzA0qVLWb169SYXuCVpXPX79Njdery2m+W+rwIOTHJAksXAicDKaW1WAsua6RcB/zbI6xPQuetp+oXrVatWPRgW3vUkadz1ezH7ajp/2f+QzrDTrsD3k9wO/PeqWvVwd9xcc3g1cDGwCPhgVV2X5HRgsqpWAh8AzkuyFvgBnTAZqLe85S0P/pwaZpoKi1NPPfXB9ZI0rvq9PfYfgAur6uJm/reB3wP+EXhXVU2/CD0yW3KNQpIWgmHdHtvvldqnT4UEQFVdAjyjqq4Ett+iqiRJW4V+h57WJzkZOL+ZPwG4vfnQnFd7JWkB6/eM4iV07kr6RPPat1m2CPj94ZQmSZoP+v3A3Z10vi+7l7WDK0eSNN/0+5jxJcBfAk8EdphaXlXPG1JdkqR5ot+hp/8HfBM4AHgz8B06n4OQJC1w/QbF7lX1AeC+qrqiqv4I8GxCksZAv3c93df8XJ/kGOA2YLfhlCRJmk/6DYq/TrIL8FrgPcDOwP8aWlWSpHmj37uePt1M/hh47vDKkSTNN/3e9XQAndtj9+9+z2y+4U6StHXod+jpE3Qe0Pcp/CS2JI2VfoPiF1X17qFWIkmal/oNincleSNwCXDP1MKqunooVUmS5o1+g+LJwB/S+ezE1NBT4WcpJGnB6zcoXgw8tqruHWYxkqT5p99PZn+DzrfaSZLGTL9nFLsC30xyFZteo/D2WEla4PoNijcOtQpJ0rzV7yezrxh2IZKk+ak1KJL8hM7dTQ9ZBVRV7TyUqiRJ80brxeyq2qmqdu7x2mk2IZFktySXJlnT/HzkDO3+NcmPkny613pJ0vD1e9fToJ0CXF5VBwKXN/O9nEnn8xuSpBEZVVAcB5zTTJ8DHN+rUVVdDvxkroqSJD3UqIJij6pa30x/H9hjRHVIkjaj39tjH7YklwGP7rHqtO6ZqqokvS6YP5x9LQeWA+y7776z2ZQkaZqhBUVVHTHTuiS3J9mzqtYn2RO4Y5b7WgGsAJiYmJhV6EiSNjWqoaeVwLJmehnwyRHVIUnajFEFxVuBI5OsAY5o5kkykeTsqUZJvgB8FDg8ybokvzOSaiVpjA1t6KlNVd0FHN5j+STwx13zz5rLuiRJDzWqMwpJ0lbCoJAktTIoJEmtDApJUiuDQpLUyqCQJLUyKCRJrQwKSVIrg0KS1MqgkCS1MigkSa0MCklSK4NCktTKoJAktTIoJEmtDApJUiuDQpLUyqCQJLUyKCRJrQwKSVIrg0KS1MqgkCS1GklQJNktyaVJ1jQ/H9mjzdIkX05yXZJrk5wwiloladyN6oziFODyqjoQuLyZn+5u4GVV9UTgKOCdSXadwxolSYwuKI4DzmmmzwGOn96gqm6qqjXN9G3AHcCSOatQkgSMLij2qKr1zfT3gT3aGic5FFgMfGuG9cuTTCaZ3LBhw2ArlaQxt+2wNpzkMuDRPVad1j1TVZWkWrazJ3AesKyqNvZqU1UrgBUAExMTM25LkvTwDS0oquqImdYluT3JnlW1vgmCO2ZotzPwGeC0qrpySKVKklqMauhpJbCsmV4GfHJ6gySLgY8D51bVhXNYmySpy6iC4q3AkUnWAEc08ySZSHJ20+b3gWcDL0+yunktHU25kjS+UrWwhvQnJiZqcnJy1GVI0pxLwpYe05OsqqqJXuv8ZLYkqZVBIUlqZVBIkloZFJKkVgaFJKmVQSFJamVQSJJaGRSSpFYGhSSplUEhSWplUEiSWhkUkqRWBoUkqZVBIUlqZVBIkloZFJKkVgaFJKmVQSFJamVQSJJaGRSSpFYGhSSp1UiCIsluSS5Nsqb5+cgebfZLcnWS1UmuS/LKUdQqSeNuVGcUpwCXV9WBwOXN/HTrgWdU1VLgacApSR4zhzVKkhhdUBwHnNNMnwMcP71BVd1bVfc0s9vjMJkkjcSoDr57VNX6Zvr7wB69GiXZJ8m1wC3A31XVbTO0W55kMsnkhg0bhlOxJI2pbYe14SSXAY/useq07pmqqiTVaxtVdQvwlGbI6RNJLqyq23u0WwGsAJiYmOi5LUnSlhlaUFTVETOtS3J7kj2ran2SPYE7NrOt25J8A3gWcOGAS5UktRjV0NNKYFkzvQz45PQGSfZO8ohm+pHAM4Eb56xCSRIwuqB4K3BkkjXAEc08SSaSnN20OQj4SpKvAVcAb6uqr4+kWkkaY0MbempTVXcBh/dYPgn8cTN9KfCUOS5NkjSNt5xKkloZFJKkVgaFJKmVQSFJamVQSJJaGRSSpFYGhSSplUEhSWplUEiSWhkUkqRWBoUkqZVBIUlqlaqF9T0/STYA353FJh4F3DmgcrYW49bncesv2OdxMZs+71dVS3qtWHBBMVtJJqtqYtR1zKVx6/O49Rfs87gYVp8depIktTIoJEmtDIqHWjHqAkZg3Po8bv0F+zwuhtJnr1FIklp5RiFJamVQSJJajX1QJHlxkuuSbEwy421lSY5KcmOStUlOmcsaBy3JbkkuTbKm+fnIGdqd0fzb3JDk3Uky17UOwsPo775JLmn6e32S/ee20sHpt89N252TrEvy3rmscdD66XOSpUm+3Px/fW2SE0ZR62xt7niUZPskFzTrvzLb/5fHPiiAbwD/Ffj3mRokWQScBRwNHAyclOTguSlvKE4BLq+qA4HLm/lNJDkM+E3gKcCTgN8AnjOXRQ7QZvvbOBc4s6oOAg4F7pij+oah3z4D/BUt//9vRfrp893Ay6rqicBRwDuT7DqHNc5an8ejVwA/rKrHA/8H+LvZ7HPsg6KqbqiqGzfT7FBgbVXdXFX3AucDxw2/uqE5DjinmT4HOL5HmwJ2ABYD2wPbAbfPSXWDt9n+Nr9o21bVpQBV9dOqunvuShy4fv4bk+QQYA/gkjmqa5g22+equqmq1jTTt9H5Y6Dnp5HnsX6OR93/FhcCh89mRGDsg6JPewG3dM2va5ZtrfaoqvXN9PfpHCg2UVVfBj4HrG9eF1fVDXNX4kBttr/AE4AfJfmXJNckObP5y21rtdk+J9kGeDvwurksbIj6+e/8oCSH0vlD6FvDLmzA+jkePdimqu4HfgzsvqU73HZL37g1SXIZ8Ogeq06rqk/OdT1zoa3P3TNVVUkeco90kscDBwF7N4suTfKsqvrCwIsdgNn2l87vwrOApwLfAy4AXg58YLCVDs4A+vwq4KKqWre1XH4aQJ+ntrMncB6wrKo2DrbKhWcsgqKqjpjlJm4F9uma37tZNm+19TnJ7Un2rKr1zS9Mr7H43wWurKqfNu/5LPAMYF4GxQD6uw5YXVU3N+/5BPB05nFQDKDPzwCeleRVwI7A4iQ/rap5e7PGAPpMkp2Bz9D5Q/HKIZU6TP0cj6barEuyLbALcNeW7tChp/5cBRyY5IAki4ETgZUjrmk2VgLLmullQK+zqu8Bz0mybZLt6FzI3lqHnvrp71XArkmmxqufB1w/B7UNy2b7XFV/UFX7VtX+dIafzp3PIdGHzfa5+f39OJ2+XjiHtQ1SP8ej7n+LFwH/VrP5dHVVjfWLzl/O64B76FysvbhZ/hg6p+VT7Z4P3ERnPPO0Udc9yz7vTueukDXAZcBuzfIJ4OxmehHwfjrhcD3wjlHXPcz+NvNHAtcCXwc+BCwede3D7nNX+5cD7x113cPuM/BS4D5gdddr6ahr34K+PuR4BJwOHNtM7wB8FFgLfBV47Gz25yM8JEmtHHqSJLUyKCRJrQwKSVIrg0KS1MqgkCS1MiikAUjyQJLVSb6R5FNb+qC5JC/f2p/iqoXHoJAG4+dVtbSqngT8APizURckDYpBIQ3el2ke0pbkcUn+NcmqJF9I8mvN8hc23xNwTZLLkrQ+wE4aJYNCGqDmibOH88tHKqwAXlNVh9B5TMb/bZZ/EXh6VT2VzmOi/3Kua5X6NRYPBZTmwCOSrKZzJnEDnaft7ggcBny06+ms2zc/9wYuaB5etxj49hzXK/XNMwppMH5eVUuB/YDQuUaxDfCj5trF1Ougpv176Dxb6cnAn9B5No80LxkU0gBV51vx/hx4LZ2v3fx2khcDpOPXm6a78MtHQy97yIakecSgkAasqq6h8xTak4A/AF6R5GvAdfzyKyvfRGdIahVw5yjqlPrl02MlSa08o5AktTIoJEmtDApJUiuDQpLUyqCQJLUyKCRJrQwKSVKr/w9GW0f8/Z4kDwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "e5DICnQ_6hhi", "colab_type": "text" }, "source": [ "### Caso de $0 < \\zeta < 1$\n", "\n", "Por conveniência matemática, o termo do denominador da função de transferência é modificado da seguinte maneira:\n", "\n", "$$\n", "s^2+2\\zeta\\omega_ns+\\omega_n^2=\\left \\{ s^2+2(s)(\\zeta \\omega_n)+(\\zeta \\omega_n)^2 \\right \\}+\\omega_n^2-(\\zeta\\omega_n)^2\n", "$$\n", "\n", "$$\n", "=(s+\\zeta\\omega_n)^2+\\omega_n^2(1-\\zeta^2)\n", "$$\n", "\n", "Portanto,\n", "$$\n", "Y(s)=\\left[ \\frac{\\omega_n^2}{(s+\\zeta\\omega_n)^2+\\omega_n^2(1-\\zeta^2)} \\right ]\\left( \\frac{1}{s} \\right )=\\frac{\\omega_n^2}{s\\left [(s+\\zeta\\omega_n)^2+\\omega_n^2(1-\\zeta^2) \\right]}\n", "$$\n", "\n", "A decomposição em frações parciais é dada por,\n", "$$\n", "Y(s)=\\frac{\\omega_n^2}{s\\left [(s+\\zeta\\omega_n)^2+\\omega_n^2(1-\\zeta^2) \\right]}=\\frac{A}{s}+\\frac{Bs+C}{(s+\\zeta\\omega_n)^2+\\omega_n^2(1-\\zeta^2)}\n", "$$\n", "\n", "Após simplificar, obtém-se os valores de $A$, $B$ e $C$ como $1$, $−1$ e $-2\\zeta\\omega_n$, respectivamente. Substituindo-se na equação acima,\n", "$$\n", "Y(s)=\\frac{1}{s}-\\frac{s+2\\zeta\\omega_n}{(s+\\zeta\\omega_n)^2+\\omega_n^2(1-\\zeta^2)}\n", "$$\n", "$$\n", "Y(s)=\\frac{1}{s}-\\frac{(s+\\zeta\\omega_n)}{(s+\\zeta\\omega_n)^2+(\\omega_n\\sqrt{1-\\zeta^2})^2}-\\frac{\\zeta}{\\sqrt{1-\\zeta^2}}\\left [\\frac{\\omega_n\\sqrt{1-\\zeta^2}}{(s+\\zeta\\omega_n)^2+(\\omega_n\\sqrt{1-\\zeta^2})^2} \\right]\n", "$$\n", "e, finalmente, substituindo-se a definição de frequência natural amortecida, $\\omega_d=\\omega_n\\sqrt{1-\\zeta^2} $,\n", "$$\n", "Y(s)=\\frac{1}{s}-\\frac{(s+\\zeta\\omega_n)}{(s+\\zeta\\omega_n)^2+\\omega_d^2}-\\frac{\\zeta}{\\sqrt{1-\\zeta^2}}\\left [ \\frac{\\omega_d}{(s+\\zeta\\omega_n)^2+\\omega_d^2} \\right]\n", "$$\n", "\n", "Desse modo, a transformada inversa de Laplace leva a,\n", "$$\n", "y(t)=\\left[ 1-e^{-\\zeta \\omega_nt}\\cos(\\omega_dt)-\\frac{\\zeta}{\\sqrt{1-\\zeta^2}}e^{-\\zeta\\omega_nt}\\sin(\\omega_dt) \\right]u(t)\n", "$$\n", "ou,\n", "$$\n", "y(t)=\\left[ 1-\\frac{e^{-\\zeta\\omega_nt}}{\\sqrt{1-\\zeta^2}}\\left ( (\\sqrt{1-\\zeta^2})\\cos(\\omega_dt)+\\zeta \\sin(\\omega_dt) \\right ) \\right]u(t)\n", "$$\n", "ou, ainda, para $\\phi=\\arctan{\\left(\\frac{\\sqrt{1-\\zeta^2}}{\\zeta}\\right)}\n", "$\n", "$$\n", "\\Rightarrow y(t)=\\left( 1-e^{-\\zeta\\omega_nt}\\frac{1}{\\sqrt{1-\\zeta^2}} \\sin(\\omega_dt+\\phi) \\right )u(t)\n", "$$\n", "\n", "Portanto, a resposta do sistema de segunda ordem a uma função degrau unitária apresenta oscilações amortecidas (amplitude decrescente) quando $\\zeta$ está entre zero e um.\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "1cwcWvmaGSeN", "colab_type": "text" }, "source": [ "Suponha a seguinte função de transferência,\n", "\n", "$$G(s) = \\frac{3}{2s^2+2s+2}$$" ] }, { "cell_type": "code", "metadata": { "id": "NhxhVfql6mB2", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 156 }, "outputId": "00a1890d-2f38-40e3-bfa5-4d92427a74f7" }, "source": [ "num=np.array([3])\n", "den=np.array([2,2,2])\n", "G01 = control.tf(num, den)\n", "\n", "#Função de transferência\n", "print('Função de transferência:')\n", "print(G01)\n", "\n", "#Parâmetros básicos do sistema de segunda ordem\n", "print('Parâmetros básicos do sistema de segunda ordem:')\n", "omega_n=np.sqrt(den[2]/den[0])\n", "K=(num[0]/omega_n**2)/den[0]\n", "zeta = (den[1]/(2*omega_n))/den[0]\n", "print('Fator de amplificação: {:6.3f}, Fator de amortecimento: {:6.3f}, Frequência natural: {:6.3f}'.format(K,zeta,omega_n))" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Função de transferência:\n", "\n", " 3\n", "---------------\n", "2 s^2 + 2 s + 2\n", "\n", "Parâmetros básicos do sistema de segunda ordem:\n", "Fator de amplificação: 1.500, Fator de amortecimento: 0.500, Frequência natural: 1.000\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "d6gUR5H0GY7q", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 313 }, "outputId": "d61cf16f-c194-4587-8559-2d6bf8cf624d" }, "source": [ "t=np.arange(0,15,0.01)\n", "y,t = control.step(G01,T=t)\n", "plt.plot(t,y)\n", "\n", "plt.xlabel('Tempo')\n", "plt.title('Resposta à função degrau')" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "Text(0.5, 1.0, 'Resposta à função degrau')" ] }, "metadata": { "tags": [] }, "execution_count": 52 }, { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "yxhIkDLQHRQx", "colab_type": "text" }, "source": [ "\n", "Veja que um sistema com $0<\\zeta<1$ possui polos complexos conjugados..." ] }, { "cell_type": "code", "metadata": { "id": "YIkqvHtrGhxl", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 347 }, "outputId": "843f1c9d-b480-4449-e7ee-2bbef931c42c" }, "source": [ "[z,p,k]=control.tf2zpk(num,den)\n", "print('zeros =',z)\n", "print('polos =',p)\n", "print('k =',k)\n", "control.pzmap(G01);" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "zeros = []\n", "polos = [-0.5+0.8660254j -0.5-0.8660254j]\n", "k = 1.5\n" ], "name": "stdout" }, { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "5p-knCzS6mPq", "colab_type": "text" }, "source": [ "### Caso $\\zeta >1$\n", "\n", "Por conveniência matemática, o termo do denominador da função de transferência é novamente modificado. Agora, como $\\zeta>1$ convém reescrever da seguinte maneira:\n", "\n", "$$\n", "s^2+2\\zeta\\omega_ns+\\omega_n^2=\\left[ s^2+2(s)(\\zeta\\omega_n)+(\\zeta\\omega_n)^2 \\right ]+\\omega_n^2-(\\zeta\\omega_n)^2\n", "$$\n", "\n", "$$\n", "=(s+\\zeta\\omega_n)^2-\\omega_n^2(\\zeta^2-1)\n", "$$\n", "\n", "Portanto, \n", "$$\n", "Y(s)= \\left [ \\frac{\\omega_n^2}{(s+\\zeta\\omega_n)^2-(\\omega_n\\sqrt{\\zeta^2-1})^2} \\right]\\left ( \\frac{1}{s} \\right )=\\frac{\\omega_n^2}{s(s+\\zeta\\omega_n+\\omega_n\\sqrt{\\zeta^2-1})(s+\\zeta\\omega_n-\\omega_n\\sqrt{\\zeta^2-1})}\n", "$$\n", "\n", "A decomposição em frações parciais é dada por,\n", "$$\n", "Y(s)=\\frac{A}{s}+\\frac{B}{s+\\zeta\\omega_n+\\omega_n\\sqrt{\\zeta^2-1}}+\\frac{C}{s+\\zeta\\omega_n-\\omega_n\\sqrt{\\zeta^2-1}}\n", "$$\n", "\n", "Após simplificar, obtém-se os valores de $A$, $B$ e $C$ como $1$, $\\frac{1}{2\\left(\\zeta+\\sqrt{\\zeta^2-1}\\right)\\sqrt{\\zeta^2-1}}$ e $\\frac{-1}{2\\left(\\zeta-\\sqrt{\\zeta^2-1}\\right)\\sqrt{\\zeta^2-1}}$, respectivamente. Substituindo-se na equação acima,\n", "$$\n", "Y(s)=\\frac{1}{s}+\\frac{1}{2\\left(\\zeta+\\sqrt{\\zeta^2-1}\\right)\\sqrt{\\zeta^2-1}}\\left [ \\frac{1}{s+\\zeta\\omega_n+\\omega_n\\sqrt{\\zeta^2-1}} \\right ]-\\left [ \\frac{1}{2\\left(\\zeta-\\sqrt{\\zeta^2-1}\\right)\\sqrt{\\zeta^2-1}} \\right ]\\left[ \\frac{1}{s+\\zeta\\omega_n-\\omega_n\\sqrt{\\zeta^2-1}} \\right]\n", "$$\n", "\n", "Aplicando-se a transformada inversa de Laplace,\n", "$$\n", "y(t)=\\left\\{ 1+\\left [\\frac{1}{2\\left(\\zeta+\\sqrt{\\zeta^2-1}\\right)\\sqrt{\\zeta^2-1}} \\right ]e^{-\\left(\\zeta\\omega_n+\\omega_n\\sqrt{\\zeta^2-1}\\right)t}-\\left[ \\frac{1}{2\\left(\\zeta-\\sqrt{\\zeta^2-1}\\right)\\sqrt{\\zeta^2-1}} \\right]e^{-\\left(\\zeta\\omega_n-\\omega_n\\sqrt{\\zeta^2-1}\\right)t} \\right\\}u(t)\n", "$$\n", "\n", "Como está superamortecido, a resposta do sistema de segunda ordem ao degrau unitário quando $\\zeta>1$ nunca alcançará o nível do degrau de entrada no estado estacionário." ] }, { "cell_type": "markdown", "metadata": { "id": "uXV-qGE4-cgz", "colab_type": "text" }, "source": [ "Suponha que um sinal $Y(s)$ esteja relacionado a uma entrada $U(s) $ pela fórmula\n", "\n", "$$Y(s) = \\underbrace{\\frac{3}{4s^2+12s+1}}_{G(s)} U(s)$$\n", "\n", "A função de transferência\n", "\n", "$$G(s) = \\frac{3}{4s^2+12s+1}$$" ] }, { "cell_type": "code", "metadata": { "id": "-D-pAVli95F4", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 156 }, "outputId": "33146d40-5e20-479c-a74e-dc72ef72bc22" }, "source": [ "num=np.array([3])\n", "den=np.array([4,12,1])\n", "G2 = control.tf(num, den)\n", "\n", "#Função de transferência\n", "print('Função de transferência:')\n", "print(G2)\n", "\n", "#Parâmetros básicos do sistema de segunda ordem\n", "print('Parâmetros básicos do sistema de segunda ordem:')\n", "omega_n=np.sqrt(den[2]/den[0])\n", "K=(num[0]/omega_n**2)/den[0]\n", "zeta = (den[1]/(2*omega_n))/den[0]\n", "print('Fator de amplificação: {:6.3f}, Fator de amortecimento: {:6.3f}, Frequência natural: {:6.3f}'.format(K,zeta,omega_n))" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Função de transferência:\n", "\n", " 3\n", "----------------\n", "4 s^2 + 12 s + 1\n", "\n", "Parâmetros básicos do sistema de segunda ordem:\n", "Fator de amplificação: 3.000, Fator de amortecimento: 3.000, Frequência natural: 0.500\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "0fvjJZqx-Buh", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 313 }, "outputId": "65279754-aa46-4ea0-e8af-3031fea6afdf" }, "source": [ "y,t = control.step(G2)\n", "plt.plot(t,y)\n", "plt.xlabel('Tempo')\n", "plt.title('Resposta à função degrau unitário')" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "Text(0.5, 1.0, 'Resposta à função degrau unitário')" ] }, "metadata": { "tags": [] }, "execution_count": 96 }, { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "IYJXfapOHdiI", "colab_type": "text" }, "source": [ "Veja que um sistema com $\\zeta>1$ possui polos reais distintos..." ] }, { "cell_type": "code", "metadata": { "id": "lZ4p1f8mHJtK", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 347 }, "outputId": "0125d3b5-1fe3-4121-966a-7b84b0ff5619" }, "source": [ "[z,p,k]=control.tf2zpk(num,den)\n", "print('zeros =',z)\n", "print('polos =',p)\n", "print('k =',k)\n", "control.pzmap(G2);" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "zeros = []\n", "polos = [-2.91421356 -0.08578644]\n", "k = 0.75\n" ], "name": "stdout" }, { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "24z1cmR5sQYS", "colab_type": "text" }, "source": [ "## Características do sistema\n", "\n", "Os sistemas apresentam características importantes de projeto, dentre as quais destacam-se: tempo de subida, sobressinal, instante de pico, tempo de estabilização, e resposta em estado estacionário.\n", "\n", "Abaixo encontra-se a tabela discutida em aula." ] }, { "cell_type": "markdown", "metadata": { "id": "HGOwPymhggHI", "colab_type": "text" }, "source": [ "![image.png](data:image/png;base64,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)" ] }, { "cell_type": "markdown", "metadata": { "id": "LCsy3gxptu5d", "colab_type": "text" }, "source": [ "Para resolver os exercícios usaremos a função `stepinfo` da biblioteca de sistemas de controle. \n", "\n", "`stepinfo(sys)` calcula as características da resposta de um sistema dinâmico paua uma função degrau. A função retorna as características em uma estrutura que contém os campos:\n", "* `SteadyStateValue` — valor de estabilização final $y_{ss}$ \n", "* `Overshoot` — sobressinal em relação ao `SteadyStateValue`, $M_p$.\n", "* `Peak` — Valor absoluto do pico de $y(t_p) =(1+Mp)y_{ss}$\n", "* `PeakTime` — instante de pico, $t_p$.\n", "* `RiseTime` — Tempo necessário para a resposta passar de 10% para 90% da resposta em estado estacionário, $t_r$.\n", "\n", "* `SettlingMin` — Valor mínimo de $y(t)$ depois que a resposta ultrapassou o `SteadyStateValue` pela primeira vez.\n", "`SettlingMax` — Valor máximo de $y(t)$ depois que a resposta ultrapassou o `SteadyStateValue` pela primeira vez.\n", "* `SettlingTime` — Tempo necessário para o erro $|y (t) - y_{final} |$ entre a resposta $y(t)$ e a resposta em estado estacionário $y_{ss}$ ficar dentro de $2\\%$ de $y_{ss}$.\n", "\n", "* `Undershoot` — Porcentagem undershoot.\n", "\n", "\n", "A figura a seguir ilustra algumas dessas características em uma resposta típica de segunda ordem subamortecida.\n", "Figura extraída deste [link](https://la.mathworks.com/help/control/ref/stepinfo.html)." ] }, { "cell_type": "markdown", "metadata": { "id": "zx5fo_axyfx-", "colab_type": "text" }, "source": [ "![image.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAgMAAAF+CAYAAAAfjxnVAAAgAElEQVR4Aey9BXidyXU+7rZP01+btkkxDTXQQNO0/6RNk7SBNt3AZrNZSJbBsF571/aamZmZaQ0ySLJsy2K0ZFnMzMzMLF3B+3/euZ7rK1myJPte6co+8zz3fjRz5sw7882c75wzM1MgQRAQBAQBQUAQEASeagSmPNWll8ILAoKAICAICAKCAEQYkEYgCAgCgoAgIAg85QiIMPCUNwApviAgCAgCgoAgIMKAtAFBwMYRqK+vR2RkJG7fvo20tLQhue3t7R3y/lhvtrS0qDwyMjKgf9nZ2eju7h4rKYkvCAgCkwgBEQYmUWUJq08fAsnJyfjVr36FKVOmqN/f/d3fYc2aNWhublZgREdH49ChQ6DAYIng6+uLf/zHf8Q//MM/4K/+6q/U7/Of/zzee+89lJWVWSILoSEICAI2iIAIAzZYKcKSIKARePbZZ/Enf/InuHr1Kvz8/PDyyy8roYDXDK+99hq+8pWvoLKyUidRR4PBMODa/KKnp8f8csD59evXFf3XX38dTk5OuHbtGt555x11b+3atQPikk5fX9+Ae7xg3g/Lv7+/H8NpMkiTz4cLQ/FOHrq6uoZLonh5GM1hE8oDQeApQkCEgaeosqWokw+B73znO/jkJz+JmJgYpaovLCzE5cuXkZqaCldXV/Xl/olPfEJ9udfV1aGgoAAcyL/+9a/jlVdeQVJSkir0xx9/jJkzZ+LAgQP47ne/i//7v/9DWFjYA4DcvHlTDfwnTpwwPYuIiFACya9//Wt1j1qJVatW4Zvf/CZ+/OMfw9nZWd2vra1V9//jP/4D//qv/4oPP/xQ8cOHNDVQcDl48CBeffVVfOMb38Dhw4dNQkNubi6mT5+u7v/whz9Uwg8FBg7ys2bNwrZt20Bh5Gtf+5oqR3FxscqT/FJz8u1vfxv/+7//CwozWtAoLy/HBx98oLBgnKCgIJVG/gQBQeBBBEQYeBATuSMI2AwCdnZ2asCnmeDLX/4yFi1aZBrE3dzc8NnPfhZ/8Rd/gYULF6oB9yc/+Qn+5V/+Bbt27QIH1X//939XJoW5c+eqQf5nP/sZVqxYgc997nP46le/Cg6Y5oEDO/NivHXr1mHnzp34+c9/roQBCiH8wp4/fz4+9alPYfPmzXj33XfxN3/zNwgNDcWePXvwB3/wB9iwYYMa6H/0ox8pwYX0KXiQLk0OFCSef/55dU3tA/0U/vu//1uZJlg+Dtykw2f0Vfj0pz+tBKJly5YpQYB0WL6qqir8/d//PX7605/iypUrSvh544030N7eroQIalFYzu3bt+M3v/kNvvjFLyI9Pd28uHIuCAgC9xAQYUCagiBg4wgEBwdj8eLFanDnQPiXf/mXcHFxUVy/9NJL6kuf6nM6GP7RH/0R3nzzTQQEBKhB+4//+I/h4+OjhAimpVMgA/0MGPfcuXMDSq+Fgb/927/FZz7zGdMAbm9vr+KVlJSoL+1//ud/hr+/P6hBID8LFixQggPzeOutt7Bv3z7cuHEDra2tKp0WBjgwM/DLngM5tQWXLl1S+Rw/flw9q6mpUQP3L3/5S6VZoDBAcwkD6TEP4lFRUQH6UFALsXHjRpw+fdo02MfGxuKv//qvlbaAuGzduhXEYseOHYqO/AkCgsBABEQYGIiHXAkCNoNAdXU1jh49alJvNzY2gg5+HAwpBFAAePHFF0FTAtXp1CLQZPC9731P2fl///vf47nnnkN4eLgarDn4a9s6TQx//ud/rgZw8wJrM8H69euRlZWl6HBQvXjxoooWHx+vvu6/8IUvgF/hNElwoKb6n2YCDsr8+ieP1Dzs379faROioqLUPQcHB0WnoaEBP/jBD9RX/ZYtW9SXP4UWBmoDnnnmGXzrW98CHSgpDMyYMUM9ozaAtD/66CN1Te0I4/Ie41EDQEdH4kQhhaaMt99+Wwkd5PP8+fMqnfwJAoLAQAREGBiIh1wJAjaDAAc+mgY48KakpCh1f0hIiBr4+PVNlT3V7bS/01eAqnoKA7SxU/3PAZ9f6B0dHZg3b55Kx0GdanmaCigceHl5DSivFgaoOWCgjwL9D0g3ISEBFEhon+fXeFFREfgFTpU9/QqoKeDXPf0D7t69qzQLHNCZP4UIDtgUICg0UFNAXwhqFJiOz2jqYJlJ68/+7M8wbdo0UCBiPM5mYKCjJOPSnMC4zI9lYHnpE8FnNC9Q80CtAU0OpaWlCAwMVIKP1owoYvInCAgCJgREGDBBISeCgO0hcPLkSeUT8Id/+Iegap6DHQUE7Qw3e/ZsdY++AvyS5zUHUtrLacunvZ+DPwdd2uG///3vK6c/0nnhhReUfd281DQH8Bm/1nXg4Mp7FAA4kJ86dQp/+qd/il/84hfqHjUBnOJIzYS+z0Gfgzj9Chi0ZoC8Mx19HfiLi4tTGg46G1I4oeBBjQUFHAoQ1BIwbzpDMnDQ5zUFHmoAqAXhoM9yc1YFy0dhhGH16tXK1+G3v/2tmi5J/vUzFUH+BAFBwISACAMmKOREELBNBPhVS1v70qVLldqdg6QOmZmZ6uufanqq3vkVTlU4nfh4Lz8/X0V9//331WBL9Tnt5jQ/8Mt6cMjLy1Nf29QCmAcKCfwK12k8PDyUwEAvf37JM1BTwa90ChL0/KdJgPww0FTBQZxOhhcuXFDl4UJKOnR2dsLR0VEJD9Rm6C94mjUofNAHgoHOgeSDfhQMOTk5yv+BTomkrdPxGQUJTo3ctGmT0l5QuyJBEBAEhkZAhIGhcZG7gsAThQDNChyMOehORNDmDQoCEgQBQcD2EBBhwPbqRDgSBCyOAL+aubYATQYTEbguAqcaent7T0T2kqcgIAiMgIAIAyMAJI8FAUFAEBAEBIEnHQERBp70GpbyCQKCgCAgCAgCIyAgwsAIAMljQUAQEAQEAUHgSUfApoUBejbTO1g2GXnSm6GUTxAQBAQBQWAiEbBZYYCLm3COMpc0lSAICAKCgCAgCAgC1kPAJoUBzg/m0qScb8x1xYfTDHCbVE6Vkp91MSDOrBPB2bo4a3y5zLA+l6P1MOcaBoK19fAd3HalHxkfrLm2h965cyyig00KA1zNjEuU8sg93IcKNB9QWOCyqUeOHJGfFTHgwjJ79+4VjK2IsW7DbM9ctIfb++p7crTO+819E7iBkeBrHXwH48rFrnbv3i14W7kf4WJjx44dQ319/VBD57D3bE4Y4K5o3Hudq6lxoRKur04Jc3DgSmfcpITSvfysiwFXtOMqc4KzdXEmvnyBKeS2tbUJ3lZ+t7k0MVdilHZt/XZNjLnCJD/yBG/r481VO7k66ViCzQkDXHOdEuWtW7fUVz/3UzdfflUXjmYELq0qwfoIcK/4wcvTWj/XpzMHqvioFejr63s6ARjHUnMzI257LGF8EOD22PzAk2B9BLg1OfcqGUuwOWGAK6TxJeWa6txBjZufcH/zwYHCgN7ydPAzubYsAhQGhhLILJuLUCMC1AhQGKYtW4J1EeCuiyIMWBdjc+oUBvSeEub35dzyCDwRwoA5LFzC1HwzE/NnIgyYo2Hd8/T0dNMGNdbNSajTyYqCl2gGrN8WmpubkZSUZP2MJAeFADeV4nbSEqyPwBMnDDwMMhEGHoaOPBMEBAFBQBB4WhEQYeBprXkptyAgCAgCgoAgcA8BEQakKQgCgoAgIAgIAk85AiIMPOUNQIovCAgCgoAgIAiIMCBtQBAQBAQBQUAQeMoREGHgKW8AUnxBQBAQBAQBQUCEAWkDgoAgIAgIAoLAU46ACAM22QD6kV0VhbBCL9S0yhxbm6wiYUoQEAQEgScIAREGhq3MPqQUecEhbg9uJh2GY9weOMbtxtWY7Qgr9Bk2lWUe9CE01xEHvV7CzaSjliEpVAQBQUAQEAQEgWEQEGFgGGCAfhRUReNo0IfY6vs2gnKc1C8w2x7uEStwPdERXVZe/bW64Dpcko8Py6E8EAQEAUFAEBAELIGACAMjoBhbeAs3Bw3I/V3VcA1diZjyMLPU/ShpyEBuTaL6lTRkmz0beGowNCK3JkHFK6hLhaG3e2CEe1cF2XZwST6hrhraq1DSkIncmnhUNheir182pRkSNLkpCAgCgoAgMGYERBgYAbLQXHs4Jhx4IJZL2EL457up+929XXBLOoBtfu/gyN2P1O9g4Gx4Z15Bm8E8aT+yqsJwOXQD9gbOw9G787H39nQ4JexDW3ejeUR1bi4MxBe7YOmtn2LfnQ/hlXEBht6uB+LLDUFAEBAEBAFB4FEQEGFgBNQoDDglHh4Qq6jEE/uDlqFKOff1I6/IHadClqC2s8EUr6O7AT4xW+GX6WK6x5PEUh9EFEbev9ffg4sRixGcd+f+vXtnFAbc084BfR3wST4I76ygB+LIDUFAEBAEBAFB4HEREGFgBATD8xyxyu1ZHLjzAQ7e+RD7AmbictgKFDWWqJQd3Y1wDF+KyGJftHc3oamzVv1au5rQ2BiLw4Efoba935RLS2ctHGM3Y3/gLBy6MwdHguZhg8ev4ZkRaIqjT8ryruFw0BycDZ4H3+zrg7QMOpYcBQFBQBAQBASBx0NAhIER8KNm4FzkBpQ35aG8KR/lTblo6moypeLgvsXn99jq87oa4PcHzIL+7br9Dg7cWYHyFmP0+rZs7PB5FdeTjyl6FU35qGgugGvSDnhl3DbR1CdFOZex5NbPsMvnDUQP8E/QMeQoCAgCgoAgIAg8PgIiDIyAYViuA64nHRk2VqehFbdiNiKiJEDF6e/vh/4NTuSSfABX4nYMvg3nhC1wT/d74H5h9iW4pp4BaHKIWofg4gcFhgcSyQ1BQBAQBAQBQWCMCIgwMAJgITlXYB+/96GxqmricPjuPCRVZAyIZ2grhlfqZVS3GW8nZp7B/oBFaOgwXncaqnEpci1mXv0mPDKNwoQ5gYKsC3BOOqZu9beXwyd6I+LLQ8yjyLkgIAgIAoKAIPDYCIgwMCyEfQjPvIA17s9jjftvlQlgz+33EJR7Y8gUJbUxuBCyBjv9p6u4+wLew5GAWbibG3Hf1m9oRnjiYWz2noG9Ae9hX8AMeKSdwM2EHVjt9jv4ZF65R7sfnilHscntOXhn2Kl7Pf3NOBf0AZbdegaH78xDTl3FkHzITUFAEBAEBAFBYKwIiDDwEMQ6uhrR2FGD5s461LVVoK6tHO3dzcOm6OxuQm1b+b24FWjoqH0wbn8v6tuNcRraq03PGzuq0Np93xehtase9R016O3TKxv1oaWrEU0dtahvr0R3r75vIiEngoAgIAgIAoLAIyEgwsAjwTa+iZo768c3Q8lNEBAEBAFB4KlCQIQBG6/uoJzrWOfxIpLLg22cU2FPEBAEBAFBYLIiIMKADddcaL4L3rv6L3j57N9isfP/IKs61oa5FdYEAUFAEBAEJisCIgzYcM3dzryC6Ze/gbcufAmvX/gCVrj8EoV1aTbMsbAmCAgCgoAgMBkREGHAhmutH/3wz7ystANvXfwSXj//eSx3+SVKH7IJkg0XR1gTBAQBQUAQsFEERBiw0YrRbFEgcE85hWmXvo63L34Zr57/HNZ7vISyplwdRY6CgCAgCAgCgsBjISDCwGPBNz6J+/p74Zp8HFMvfQ1vX/wK3rjwBWzy+j0qWwrHhwHJRRAQBAQBQeCJRkCEgUlSvdQQXIvfg7ftvoK37b6sBIIdfu+oNQcmSRGETUFAEBAEBAEbRUCEARutmKHYMvR24mrsdrxj91UlELx+/gvY5TcV9e1VpugZlVGoUVsrm27JiSAgCAgCgoAg8FAERBh4KDy299DQ24WLURvx5sV/VFoCCgTcBrmlsx7xJbfxgeO/4+4wSybbXmmEI0FAEBAEBAFbQECEAVuohTHy0N3bibPhq/DmxS/hHbuvKF+CLT6vY67T9/H7j/8ep0OXmy1jPEbiEl0QEAQEAUHgqUNAhIFJWuWdhjacDluhtAPKsdDuy/fMB1/Bops/RWPH/X0PJmkRhW1BQBAQBASBcUJAhIFxAtoa2bR2NWCT1yt448IXMe3yN9Tv3Uv/hGmXv4n4kge3RLYGD0JTEBAEBAFBYPIjMGmEgaKiIiQmJqKmpmZI1JuampCamqriJCcng9eDg4+PD/h7EgJNBf5ZV5Rp4J1LXzUJA1O5HoHdV3AxasOTUEwpgyAgCAgCgsA4IDAphIG7d+/i1KlTuHHjBs6ePYvc3AcX3PHz88OOHTtw/PhxnDx5Evn5+Q/A9yQJAxEF7ph+5Vt48cxf4S27L5uEAWoIuA7BOvcX0IfuBzCQG4KAICAICAKCwGAEJoUw4O/vj8JC4wI7bm5ucHJyGlCO3t5eXLlyBdnZ2QPuD77w9vZGQMCToT4vb85DQJY9ToQsxsKbP8Fr5z6rzAU0E7xt9yXMc/pPhObfRXVr32AY5FoQEAQEAUFAEBiAwMWLF5GZmTng3kgXU0aKYK3n8fHx6qs/JSVlQBYUBnbu3InTp08rzYGvry94b3AICgrC2rVr8fHHHytNw61bt9DS0jI42qS7LqhLRWCWPfYFvI/37b+N6Ve+jA8cvojfn1+GHx5Ix5ybWcita5905RKGBQFBQBAQBKyDQGlpKS5duqTGzTNnzmDVqlWgOX4sYUKEga6uLlBDsHfvXsTFxaG/v9/Ec1tbG1xdXZGenq5MCMeOHUNISIjpuT65ffs2HBwcVIGpaaiqur9Yj44zmY896EZpYxbmXt+C35z+IX5w6FVMme+LKXPv4Bdn05Bb3wPgPm6TuazCuyAgCAgCgsCjI9De3q7M6Tk5OeDv0KFDQ5rgH5bDuAoDfX19INP80uc5nQPpE2DuINjd3Y3Ozk4Tz4GBgcpsYLpx78TT0xPXr19X2gCmb2hoUAJBbW2tSbjgPV7rwOvKykpUV1ebfrzWGgXyxevW1laVpKenR8WjoKHT8Jw/g8Gg4rA8FRUVYFwGCjND5VFfX6+e86+urg7m1zwfmKYGTbX1SChswj/tisMfLHLD59aewqeXOuJP5nvhL5a4YJ79EZQ3JsHQ3YvGxkaVP3niOcupfxS8iHVzc7PCnucsH/PUcfiM94k7sSQOrIehaPEZ47DcFOLMaZEmsSStjo6OAbR0XvpI+poW4zIN02q+NC3mwbw0XyyPpsEjeTSnxTJoWjoeaZFP3ictXd6haBFD1iXpalqMr2nxSFrki3WtaTGueRymN6fFvFjewbRIQ9Myx24wLfKk61fTIiYsG4+6/ZkamZwIAoLAU4vAhQsXbNtMwM6QA3hWVpaqpJiYGCUMsBNkJ83OmjMMHB0dwQ6Pgecc+AcH3v/Vr36l1CFLliwBf/Pnz8e2bdtUp8v4J06cwMaNG01JeT1nzhwVV6eZPXs2XFxcVBx2wHPnzjXlRwGA8RYtWmRKs3jxYixYsMCkgqFD5KxZs9RgTiLUWJCmps/jvHnzsH//fhMfe/bsUVoRfYMaEsbRaZYvXYJ1yxfj15vt8YnV0fiDRbfx3fd34/mpc/HstAV4YdoMvDjvPxCe6YfoiDhs374dJSUlqvI3bNiAlStXKlyoKgoPD1cD28GDB0FTCgcfOzs7LFu2DKtXr1ZHal84oFDwoomGwg3NN+vXr1e01qxei3Vr1yM2Jk4NPuTXw8ND0aKjijktmndYnzTv7N69WwlRCQkJyqRDfvijeYf3WNeMw7hMw7TmtGgCIr/Mi3lSiIqOjlZ8kw7LSR7JK3km7ywDy0LnU3NaLDNpEYMDBw4oTIiN5om0iB3tbMSSmFIjxUH98OHDA2jRp4XtlW2ZzzjAsx1o3FesWIFNmzYpyZxaK7bJqKgoxT/zXr58uQn7a9euKVpXr15VPFPQoC8MabB+eNyyZYvys6Gz7datW5U2jW2T7Yhtc9euXYpn3Z7kKAgIAk83ApPCgTAsLAxHjx5VKn522Ox8+WXn7u6uvrgpBHCg50DADpKOEOyQBwc6H3KApUDBAYK/yMhIJCUlmTQDGRkZatDRaXnNAUDH55H8FBcXqyjMOyIiwtSx8muPcdiRm6dhPuy0GfhFTxr8umUoLy9X1+bxSZNTJXXg4GXuK8FzxmGa2JhoxMdGY/ZRF/zNMk/8v1WhmLLIF9/+4AB+9t5K/HjGKvzwnZXYfOgUWprrEBcbp3wmyAdnXRw5ckQNnPv27VP4cNDlYEUcaZohnxwQOQhzYOKRgxvLw3JxQOZAQwdODnR79u7Glt1rsXvvDqSmpKK1uQ2X7a4iLCQcXZ3duHnj5gBarDsOuhxIOVuEAzhxpzBCnvjjOe/xq5ZxGJdpmNacLw62HHTpH8LGzXZArMi3pkUeySt5Ju+6bth2zGmxzCw7MaDUTEyIDdsQaVHYIHbEkFhyxktsbKyKR0HCnBbbHtsGnVj5jNixHZIO6ZEW2zhtdrTlUQhluyT/zJuDuMbey8tL0WL7J8/EgW2BNDQtvidlZWWqnZIW2xJx5TvCWTe0EZJnCYKAICAIEIFJIQyQUX4RctBkh8ZANSkHBgoFDFSH8kuPcdg5DhX4NcmvsScxnE+oxxuOuUgob8fMaxmYMs8PU+b6YMp8H0yZ440/X34bi52z0WHoV1oQ4kUMqVnhufmP9/iMamRqZvS5eRw+430+H0yr29CNa7F7scDpJzgbthohuc4orElHQ1v1wGWS+4AeQ4/KZzha5nlqvnjvYXyxfvlc8/iwMo5ES/M1WlqaR8Y3553XY+VrOFos22Bauh7M8yTv/PGepjX4uSIkf4KAIPDUIzBphAFL1NSTtM6AOR5nIsvx67OJyK4xzhho6OjB7OuZ+M7eaHxuSwReuJgK+8QavHctC96ZRmHKPL01zjOrI/HBte/i9QufB6c7vu/wb9jo9bLaZCk03xm5tXFo6KhEL4x+FNbgQWgKAoKAICAIjA4BEQZGh5PNxootacZL55ORVmk0QWhGOdmitNmA2LL7WpL40has9843CQ06Lo+9fT2obS1DZ49lpiD29fdif+AscFfFdy99TQkEb138Ml4//3m8dv5zmHHln7HLbzrq2yrM2ZBzQUAQEAQEgQlAQISBCQDdUln29ffjw5uZuBQ73IBKdfLA9RYuxVbig+uZaO8eeL+vvw+tXY3o6bPcqoXRRd5q0H/HjvslGPdO4JGaAgoDXmkfo6fXcvlZClehIwgIAoLA04aACAOTuMaD8hrwztU01LQOrWqnA6D5zAgWtanTaEI4FFxi9ZJ3GFqx1v23oEbAXBjgcsmnQpdZPX/JQBAQBAQBQWB0CIgwMDqcbC6Wobcfi1yy8XFU+bC8BQcHq/0cBkfIrW3He9cykFtrnM0w+Lklr30zLqplkqde/roSCLiREjdWWnDjRwjLN07PtGR+QksQEAQEAUFg7AiIMDB2zGwiRWhBI161S0Fzl9FLfaxMHQ8rxVK3HPRZeUHCquZCLL75U7WT4jt2X1VaAuPxS5h+5Z/hlnISNFFIEAQEAUFAEJg4BEQYmDjsHzlnjt/znLNwKe7h88Q5r51z7ocKRQ2deP1yKu7mNQz12GL3+vv74BC7Cy+c/hTWebwAagqWOP9M7az45oV/VMLBxaiNyl/BYpkKIUFAEBAEBIExISDCwJjgso3IMSXNeOtqGtoGOQEO5o4LA3Elu+HCvqBirPXOs7p2ILUiDMtdfoGkUuMaDznV8djo+Tu8fv5zShh448IXsT9gFmpare/HMBwWcl8QEAQEgacZAREGJmHtr/TMg0P8yJsssXLXrFkzbAmrW7ox1SEd0SXNw8axxIP27haUNeUOMAdUNRfdm3r4eWVCoECwwfNl5NcmWyJLoSEICAKCgCAwBgREGBgDWLYQtaqlGzMcM5BZPbT635xHLmPLdfgfFnYGFKm1Bx4Wx1rPWroacDFygxIGOOOAswwW3fwpYov9rJWl0BUEBAFBQBAYAgERBoYAxZZveaTXYrVnHlq7Bq4TMBTPoxEGiuo78fLFFOSNw8yCoXjs7TPAJfkYZlz9lpp1QIFgtsN3cDvrKuhv8CSFXkMLShoyUdSQierWUhjuLSs8XBlZ/pbOOnT2WH/Wx3A8yH1BQBB4OhAQYWAS1TM9/zf5FoDLD48mjEYYIJ2NvvnY4l8wGpJWi3M35zrmOf1ArVj41sUvYeqlr8Exbjc6DfdXUBwp8y5DPcLynRGcexOh+W5obilGS2sxWrtbRko69HNDC8obMtHTN8KMjT4Dahqz0NLVNDSde3fbauNx4u58HAh4D2tcf43Eiof7SLR112G37xvwyrn5ULqWeNjcUYOYIh8klAaiapDvRldvFzIqIxBZ4IrsmnhLZCc0BAFBwMYQEGHAxirkYewU1Hdi1vVMpFSMboDkjnzc+nakkFjWghmO6ejqmdgvceVo6PpLvHb+s3jb7sugUHAiZAnq24dbYfF+yVqbc2Afsw9nwnfgcsxWnItYh+P+b+KA7+soasy+H3EsZw2puBKyaGRhwtAEz/DlSKmKHR31/k5cursAkSUP56uvr1sNwHn1xu27R0f80WLVtBThcOBMvHTmU9gdOB8Gs6ZQWhWOGZe/gpXu0xBW8ODW4I+Wo6QSBAQBW0JAhAFbqo0RePHJqMc0h3R0945ucYCSkhJkZY08kFAIWOuVhxvJ1SNwYP3HJQ1Z2Ob7Jt44/wW8ZWf0I9jp9w5KG4cvR19fD9zjt8Mt7eoABv0zPsbSWz9DWVPegPtAP9q7m9F27zf4y587/VEj0VYdicuhi1HZUmqKz1UVzddm6O7pQFtrMdzClyO29K4pHun39A1jyjE0we7uAkSV5gzi695lfx86Da2g4+Vwob+/F+2GFvCrnYHLSLd1N6HjIZqU/j6DisN4Pf1G3si/TpNS6otN3i9jvcdLiC2NvEe3E27xO7HO43l4ZzyoFejuaTPhaHhgael+dPW0KzNHV08bevqMEoahpwNdPZ3o6mkduIvlcIWV+4KAIGB1BEQYsDrElsmgp68fdPY7O0oTwVhzPRFWhrevpoH5THRo6qjFiZDFSgIkz2gAACAASURBVDNA7QD9CJbdegZZVTFDska/A6eotfDM+Hjg874u+CXsRXFTvuk+B9Cr0Ruww38a9t6eid3+03E+ci0qW+/PzmjvboRDzGbs8vo9lt38CXb5T8e+gPex+/Y0nA5bh5r2+2aD2xnnsdvvHax0/ik2eb+q4u29/Z6aKZFeXWjKd8CJofHhwkBHORzCV2K731RscH8Ovtm3ByTnRWtXCU7cnYd9/tORVHYXV2M2YZffVGz1eQ23cwIHfNkzfm1LPrxiNmOL79sqnkviYdzJd8ZW75dxNnwzWKTogps4F7ESYUl7cDB4HXr6DahrTcG5iM1wT70K5yR/9NxrHl2GVuSV+uFw4CKFD3E8encBqluKTbz29nXDLekQVt36P6z3ehvp1bXqWVzGWSy4/l/Y4jNTzA4mtOREEJhYBEQYmFj8R517XbtB7U6YVzd6Z7L8/HwkJ49uql55cxfm3sxCUvnA3Q9HzaCFI3b3dsI+diemXf46Xj33Wcyy//+QUBIwbC51laHYFzATdtGb4ZdhB//MK8pJb0CCPgN8kw7gXORGNBraYOjtUr+IfEfYhaxDWXOpit6PfrWBUndtPK6GLUNdezXID3/8+uWOkDpQEOnuqIRn5CokVoSb4jHusCsrjiQMqPy7FC2fmA2wT3DS2ZmO5NHQVYtbIQuwxvNFxJbcVvGL6hKx7/ZMxJenmuIa2opx/M5shBR4mPjLL3RVAszxsGVoN7SCRYrIc8LpiFWobcrBcf+3EVMWg4DMq/DN9ERMoQucEn1MwkBNSz6c4vYir+5+e4kvdsbZsLXovC8roafPgLisi/g4fA/q7z0oqwzCscCliC8rHB4jE/dyIggIAuOBgAgD44GyBfIIyW/E7OuZY6J07NgxLFiwYNRpNvsW4Hz06JwTR030MSLSm947/RzmXPtP+KRfGJFSe1cTPFNPwSl+Hxxid+J48Ee4ne0ADtgMFbVxcIhcibYhtmlOyvkY1xMvqEHRlFFjOq6FrxqVz4Bv1DqkVT+oRjfRMj8ZURi4H/lOwk5cSxrGgbC3DS4h8+GReel+AgDuSftxM/mw6V50+kl4pZ0xXesT/+QjOBm+Qg3YvEdh4GjoEqC/Vw3gK9xewzbf2ajrAqIKbsAp4b4wwPgl9clwiN0Ku6hNuBS9BecjlmCX31wMNes1M+867KL2wyPtFC5HbEdB48NXz9Q8ylEQEATGBwERBsYH58fOhfsIXBlh+eHBmVRWVqKgYPSzBMILGjHzWgYa2ofeBXEw/fG6ph/BQ7dW7u8b8nlhbSzOBs1Bep1RiIop8sBy12ewP+B9HLzzodlvDtZ5PotzkXamL19VtoZUOIavRPMIswTQ3QCfqLVIHa0D4RiEgcD4HcMLA4Ym+EevR2ZN0oCquJWwG1fidpvunY/cjLiyB9tBdKEbrsRsNk1dpDBwLGQRuvp60dlVh33uz+IIhQMKCvlOZsJAPyILnLDe/UV4ZzuCW1VzJkJonh2OBC0fUhggDbvwxZjj9D2EFg6v4TExLSeCgCAwrgiIMDCucD9aZh2GPrxilwLuJ2DN0GnoU/sVpI5ytoI1eRkL7a7GTFyJ3IY2M/W9Tu+esAV3CqLUZW5VOE4Gz0NBQxZqWotQ1XL/19BRCzoODgj1KXCKWI02wwgrNHbVg5qBzJq4AcmHvbCgMOAbtRbJldEDsqIwYB+/13TPJ3Ev7uQ+uENkSJYdzkasMjkhamGg3WBc0MpgaEVXr7HNheU5KmGARBtaC3Hgzkw1DdGUCZ0YeytxMngNqgZNdunrMyAg66JaTyK1PASXqEWpMtaJeXo5FwQEgYlDQISBicN+1Dn7ZNYrE0HbKBYaMieanZ2N2NhRTne7l/BQcDHWed93uDOnZ6vnhqY0rL75a9jHX0NP/32DdW1zMuxCt6Pwni8A+rrhk7gfN9IuDjQHAGhuzkJCWRIGTNRoysSJgFmoaL2vKUktC0Jovg+6zabeoacVN0LmI7jwPtaVTTm4nWmP+g6jt/9A7PpwNWQJEitHnjIZmrQPN1O9BiY3XfXhTswmZNelme7wxDP5EK4nHTHda6mNw6ngeShvvu/Q2NqShz2eL+BE+ErlB8HI8UXuOBm2zJTO/CS2yBW3koPVrca2AhzyeQVRpffzLW1IwW7f17HOcyra7lcBenq74JFyHNcTD6Czxzg7orAuBecjViGxzLhXhXk+ci4ICAITg4AIAxOD+5hy3epfgNVeeWP29D958iSWLl06przoSPjG5VTwOFmCoTELB2+/gyORH+JA4GycDluBE8HzcTxkHeLLB6rHG9vL4Z9wAEfvrsHp0OU4G7YSJ0IW4eO7yxFeFD9QGOhtR3SmHfYHrMbJ0GU4FboUe25PR0i+90BhAEBeWQCOBa5V6yKcDFmCPbdnwDnp+H1hoLsBbgkHcSJkKc6GLMbyGz/Fdr85OBO2AqfDliO9Wk9/7EV0jiOOBy/GmbCV2OT2K6xyf02dnwhZiOA8o4q9o7sCVyPXY63z/2CX/wwkVYSq6orNuYZlt36GJc7/i4AcT1Ue6jtiC91wIngBTgQvVuW1j9iOU2GbYR+/TTnxlTYkYpv3K5h/40eqDMnlIYped08tnOJ2YZPXy1ju8jq8MuzAqZkFhS7Y7zsfx0JIbzGOBH8Ih7iNWOX6HE6Fb0Z1Wzn6Oipx8u58TL38dRy6Ox9ZtcYdMlPynLDS9Vd43/7b8M64/gCWk6XdCZ+CwJOEgAgDNl6b1FzTcdAtrWbMnI52BUJzwsyPjoTXEid+zQFzvh523tfTgabOGnT0tSC9IgLJ5cFIKg1EccNwK/z1IasqAsllwUgpD0FSWRBKm4aL24/c6igklQUjuewualqHd7CsbMxQ0/w41a+wPmMgy72dyKuOU89TykORXZOAjMpwxSv5rWvXqxf2o7IhC4mlQeCAnFkdh+zqaHWeVHYHpU3GqXs9vW3IrIpCRlWsKnNNW5nKr6oxC+mVUcisjERxQ8EADUhZYxaSSoNUecuay1R5LsdsQHdvF1o7a5BRGYXs6jiFSU2rkV5vXweyq6KRXhmJzKoIFNanm8pV2ZCCxLJ79O5N3yxvzEJGZaRxhkJPG7KrYpBTk4C0inDUtxtnwlQ3pCOtMhJZ1TEorM8eKICZqMuJICAIjCcCIgyMJ9qPkBf3DOCUv6yakTcmGkz+UYQB0vDOrMc85yz0DbahD85Aric1As4Ju3E5bqcSBiZ1QYR5QUAQeGwERBh4bAitS8AtrRbvO2WgucvMEDvKLB9VGCio68CcG1nIH8OaBqNkSaJNFAL9vcgu9oJ93G5cT9iPy9GbcT5iDYqbiyaKI8lXEBAEbAgBEQZsqDKGYuVISAnWeGl78lAxhr939uxZrFq1avgIwzzp7u3DFr8C2MWM7OA2DAm5bXMI9KKoIhRe6Rfgl3kJAdkOaOqsszkuhSFBQBCYGAREGJgY3EeVa2t3r9qu2DV17P4CzOD69evYv3//qPIaHOlmcjVWe+bCMMC9fnAsuRYEBAFBQBB4EhAQYcCGazGnph1vXU1D+uCJ26Pkua+vD/w9Siiq78S8m1nIfgRfhUfJT9IIAoKAICAITBwCIgxMHPYj5hxa0IiXL6aAavuJCCs9cnEt8f4GPhPBg+QpCAgCgoAgYH0ERBiwPsaPlAPnhp+LLsf22/cXihkrIR8fH5w/f36syUzxbyTVYKNv/qi3TDYllBNBQBAQBASBSYWACAM2Wl3thl4scc0BtQOPGhwdHbF79/016sdKp769B+/ap6Oo0brLII+VL4kvCAgCgoAgYFkERBiwLJ4Wo9bY0YMXziWjqWPsUwotxgSgHBhdHtGB0ZJ8CC1BQBAQBAQB6yEgwoD1sH0sytHFzZjlNLYtix8rw2ESc18EaigkCAKCgCAgCDy5CDwxwkBvby9ycnKQlZWFrq6h19WnDZ2/yRCcEqux1f/R/QVYRm9v78fyGSCNmlYDptmno6RxaEwnA5bCoyAgCAgCgsDDEXgihIHu7m44OTnBzs4O9vb2cHBwQFvboH1U7w2Od+7ceTgiNvJ0x+1CXI1/PE/+06dPY/ny5Y9VIq4zsMW/EDeTH22tg8fKXBILAoKAICAIjAsCHD8zM8emjZ4yLpyNIZOmpibcunXLpBE4cOAAMjIGbRQDIDAwEPv27VPaAU9PT4SFhaGjw7h5yhiyG5eor11KRVypccvXR83wUZcjHpzf6YgyrPJ8tFUQB9OSa0FAEBAEBIGJR6C2tha3b9+Gl5eX0iJv3boVBQUDd3kdiUubEwY0wzQP3L17F2fOnEFDg3G7VP2Mx8kiDBQ3dmK6YwbKmx5PNW8pYcA/ux5vXkkDnRolCAKCgCAgCEx+BJ5oYaC6uhqXLl3CkSNHUFPzoFqbNvTJYCbwy+Kugdlo6ny8wddSwkCHoQ9L3HLglVE7+d8AKYEgIAgIAoLAAwg8EWYCg8GAzs5O9Pf3o6enR5kMXFxcHijsZHEgPB9dgd2BRejp49JDjx5OnjyJJUuWPDoBs5Q7A4pwIrzU7I6cCgKCgCAgCDwpCDwRDoRVVVXgAjt0JGTguaur6wN1NFmEgaXuORbZMTAmJsZisyfu5DbgI+cs1LYZHsBVbggCgoAgIAhMbgSeCGGAWgHOIuDSuxQEuHUv7SGDw2QQBhrae/CRczZC8h995cHB5bbEdaehD29fTUN0SbMlyAkNQUAQEAQEARtC4IkQBognnQdLSkpQVFSE5uahB6zJIAxkVLZhsWsOCuoff5ZDa2srGhstJ1Rs9ivAhZgKG2q+woogIAgIAoKAJRB4YoSB0YAxGYSBwJwGLHPLRXNn72iK9NA4llhnwDyDgJx6zLyWga6eidlF0ZwXORcEBAFBQBCwHAIiDFgOS4tQuhBdgeXuuRahFR8fj4CAAIvQIhEKAVPt05FV024xmkJIEBAEBAFBYOIREGFg4uvAxAEH263+BbCLqTTds7WTXQFFuBxru/zZGl7CjyAgCAgCkwEBEQZsqJaqWrox+3omwgqbLMIV/QW49oIlg3tarTJjWJKm0BIEBAFBQBCYWAREGJhY/Afknl/fgQ9vZlpsUyDOrli3bt2APB73Iqm8FdMd0mHoFb+Bx8VS0gsCgoAgYCsIiDBgKzUBIKG0BdyTwFKBwsDatWstRU7RaevqxUKXbLinPbjCo0UzEmKCgCAgCAgC44aACAPjBvXIGdnFVGCr3+NtW2yei6WWIzanyfOT4aVY6yUbFw3GRa4FAUFAEJisCIgwYCM119vXjxXuuXBIeLxti82LYy1hIKygEfNvZaG56/GnP5rzK+eCgCAgCAgCE4OACAMTg/sDuXImAVcejCq2jPMgM7CGzwDp1rcbsMg1x+ZWSXwAVLkhCAgCgoAgMCoERBgYFUzWj9Ta1YvnP0626DbBrNw1a9ZYhfkDd0twMLjYKrSFqCAgCAgCgsD4IiDCwPjiPWxuyRWteM8xw6Je+nV1dSgvLx82z8d54J1Rh/ncZrnj8bZZfhweJK0gIAgIAoKAZRAQYcAyOD42FefkGmzzL0Rf/+NtW/zYjIySAHcvnOGYjpxaWY1wlJBJNEFAEBAEbBYBEQZspGq23y7EyfAyi3KTnJyM4OBgi9LUxCizzLmRibs2trui5k+OgoAgIAgIAqNHQISB0WNl1ZjznLNwM9myqwWePHkSS5YssRrfDgmVWOaeA86EkCAICAKCgCAweREQYcAG6q67tw9vXklFYlmrRblpampCbW2tRWmaEytp7MQrl1LQ1Cl+A+a4yLkgIAgIApMNAREGbKDGMqra8JFzFsqaumyAm9GzQIXAYpliOHrAJKYgIAgIAjaKgAgDNlAxwfmNWOmRiwYLe+ZbegvjoaA6FVGGLf6WWzVxqDzkniAgCAgCgoB1ERBhwLr4jor6oeAScN6+pScSWNtngIWLKGrC/5yIt+j6CKMCTSIJAoKAICAIWAwBEQYsBuWjE6KqnV/Ylg7WWo7YnE9uu/zyhWQE5TWY35ZzQUAQEAQEgUmEgAgDE1xZXIb4wxtZuJFk2ZkELNZ4CAPMZ++dIhwNKZlgJCV7QUAQEAQEgUdFQISBR0XOQumKGzqx1C0HKRVtFqJ4n8x4CQPXEquwxitv0iyYdB8hORMEBAFBQBAgAiIMTHA7SCxvVR755c2Wn0lw5swZrFixwuolLGroxIJb2cioltUIrQ62ZCAICAKCgBUQEGHACqCOhaR7ei3m38q2uPMgeXB3d8epU6fGws4jx13unovrSZbbfvmRGZGEgoAgIAgIAmNGQISBMUNm2QQnwkqVmcCyVMef2uXYSuwMKESPrEY4/uBLjoKAICAIPCYCIgw8JoCPk5wD52a/ApyJtPxMgsfh61HS0kTwjn0ayifZwkmPUlZJIwgIAoLAk4aACAMTWKMN7T1qG2C/rHqrcHHjxg0cPHjQKrQHE+Vui29fTYNbqvWWPx6c55N+3drVi8L6TsSXtarZJvuCirHRtwDL3HKUwyavr8RXwjmlGnl1HbIs9JPeIKR8goAVERBhwIrgjkSaToOcVphZbfmZBMx7PH0GmB9NHpt9CyDbFo1U8w9/Xt3SDfv4KqzyzMPrl1Px6qVUHAkpwaXYStxMroFfdh080mthF1OJXYFF+PBGJt68kgb6bVyOrUB0cTM6DL0Pz0SeCgKCgCBghoAIA2ZgjPcphYDfXUx5Yuzs3GhpumP6eMP4xOSXUtGKHbeLMNspEys8cuGdWYfmUW4Cxc2ignIblNnpg+uZanvpc1HlqG7tfmLwkYIIAoKA9RAQYcB62I5IObKwSanWR4w4SSLUtRuUMEDVtoTRI9Bu6AWXpP712URs9S947NUcuSqkW1oNtvoVYIZjBk5HlIlQMPrqkJiCwFOJgAgDE1jtdjEVVt3kx9nZGYcPHx7XEp6JLMfOgKJxzXMyZ8a9HV6xS8F71zKQXmVZcxH3uogrbcE2/0K8a5+GC9EVsMZ6FpMZf+FdEBAEjAiIMDCBLWFHQBGOhpZajYOzZ89i5cqVVqM/FOHAnAZQTU2HQgnDI8CZJAfuFuO3Hycp+3+vFadksirSKtqwzjsfU+3TlT8CnVclCAKCgCCgEZg0wkB3dzeqqqrA41Chp6cHTU1NaGxsVD+DwfBANB8fH/BnC4Gd/1znLEQWNVuNnfFajti8ACWNnZh5LRNJ5a3mt+XcDIGWzl6s987Ha5dSkVZpWW2AWTZDnoYWNGLezSw8eyYRATmyudSQIMlNQeApRGBSCAOZmZk4f/48Ll++rNZPzs3NfaCqoqKisHv3buzfv19Np8vJyXkgji0JA/wypJd4Xm3HA3xa6sZECAMs1ybfApwIm/xrJ1iqHszplDV14YPrWZhzMwstXRPzdU5Nwb47xXj+XLIy6TR0TAwf5rjIuSAgCEwsAjYvDPT19eHKlSsIDg5WX/yBgYGws7NDZ+d9JzXGuXbtGsLCwtDc3Kw0BF1dD6717+3tjTt37kws4vdy5xzyF88no7b1QQ2GpRicCGGAvLul1WKVZy66e8RUYF6X9AngF/nxsDJ0GPrMH03IeVF9p/In+P3FFPhm1k0ID5KpICAI2AYCHFf54T2WMGUskR83bm9vrzIPaLV/TEwMPv74Y3R03P+ipjBw4MABuLi4qME+Ly9vyGwDAgKU1oBHPz8/REdHD6AzZCIr3aRj19ybWaAnubXCyZMnsWTJEmuRH5Yuv36pira0Q9ywGU6CB9zM6VenE3HSBjUm3hl1WOCcjT13ilBYf/+9mgSwCouCgCDwiAjU1dXh7t278Pf3x+3bt7Ft2zbk5+ePidq4CgPmnFVWVirv+NjYWPPbaG9vBwc+LrLj4eGhTAUZGRkD4vCCWgWaEhiPggOBYNqJCFxUZldAEazpOJaeno6IiIiJKB7Weeep1fEmJHMbyzS/rkOZhM5E2K7ppL7dgP1BxWqRI38rrYhpY9Ui7AgCTzUC1dXVyofO1dUVbm5u2Lx5MwoKCsaEyYQIA5RYjh8/jpCQEPQP8lSnUyGdB3WgOcDBwUFfmo62ZCY4HFyKk+G2OziYQHvEE5fUGqz1ykN3z8Srwx+xCBZJVtzYiVftUnEi3HqzRizC6D0iftn1ahfN1V55Mg3RksAKLUHAxhGweTMB8aMgMJRzgxYK6uvrER4eboKa2oHr16+brvUJTQPm8fT9iTgu8y6Ba2qNVbOmX0Vp6cQMQvTYeM+5EDUPum5Ytcy2RnxVQBX2hVm3ni1d5vZe4ExSK5YH1CC22npmLEvzPRnodRha0N0jppjJUFdPG4/0u8vKyhpTscdVM9Da2ort27cre4avr69SZ0RGRipNQFBQEGj3oNPgiRMnQHUHHQSpQRhK3eHk5IRp06YpWrSP6N/Ro0dBvwMGOiuab+7DGQw6nvmRdhYGaiR4nyYIBvJjHs/8vKzMqAmIjYnBv8w9i6hS47Sy0NDQIdNwnQAdTp06hdOnT+tLnDlzZsg0dKJk4DTMZ599FgsXLlTXzNucF31ObClMMdCXgvdbWlrUNYUnHc/8ePXqVfWcf/TV0Nf07zhy5IhKs2P7dnx/4TG8v8eIX2JigkpTWFionqelpalrzvowp63P9+zZg7Y2Iz6sV/Kpp5XeunVryDRcZImB8RifpiAGmoL27t07ZJrs7GwVhyYV5q3bTVJS0pDxuYgTp7Ey2Nvbq/Kri3vXpLF92zYcOrAf088G469/sxLXnN1UFOLK57TPMRB33bZ1ufVRC3H0keE91icDhVkdx/w4uG3QbKYDfWzM4+pzatkYamtr1XO+VwzVVRVg/T33/nJ84oX1mHE+FIdOXcDhvTvRUG90NOR7RjpaI6dtjpq2Pl66dEnR5N+hQ4fUjCCe8307duzYkHzFx8erNCUlJep5SkqKuqYvkKZrfqTpj/0EAz8E+Ew7GLPtmMfV59zEi4F1uXPnTui2w3SckaTjmR+1cxU7TN7Xvknkj3W+ffs2hdvOHduxa8d2nDjKBb+MwpTnrRs4c2w/WjtL0dHXCFc3dxw+fAKHT53HwY+v4sAFJxw8dRnOgZEobetHWmk9Dh8/C5+7RjNfa3MTTh7ci6P7dqkf6+LQnp3Yv3sHqsqNAn9SYoLKv7KyQpUtKirSyJdZX0e+zdsGP7LYX+rAWVvmZdbnNKky6P5Nf1SxXeo4g481NUYhmO2MzxoajFNZ2VcOjsvrixcvajZUP6Kv+dHH/n2oNHw/GPi+8DnfWwa+x0PF37Vrl6l/o6aYcbT/Gc3HQ6XhuMHA/o1tTX9o0kmd/d9QadifMOj+Tc+A0/3M4DQcc3T/RvrMh/kxcJAeHJ/XbOsM7N94zfIwcDxkmx4qje7fEhMT1XM9JtF/7uWXX4bmWxEaxd+4CgMcEOgjoJ3+WOC4uDj18tMvgAVnoP2DgypnHQznBEGQ33//fTUwcHDQP3akWhgg8OYvh6Ojoymejs+jnpXA/HnNfBnYwZvHMz+vqDC+pJ5BEfjJikvIqzeumUC7vnk8fU61jQ58STk7QAe+KDqe+dHUoVdXqxeKWDEwb/N45uf6JeULz/u6Y+VLax5Pn+uXg3SJlb5m46XQouPNPXAV35x7HPv37UVKSrLio7i4WD3XHSs7VB3f/MhBV/tzeHl5Yd++faaXhS+BeVx9zpeZgS8V43t6eqprvuykp+OZH/VLSn54v6jIuHoiO3jzePqcHakWBtieOKDpwGvGO7h/H7715kr8+mAATp86j6AAo+BIXPmcQiwDcSefmrb5Ub+kHBh5n+2bgVNozePp88Ftg528DhyQdTzzo/YnYQfP+7pjpW/Ovn17cfTgfpyxc8Bih2j87etb8IUXF6Ci2rgrZVhoiEqj3z+WyZy2Pjc317FD5/vEwPeNAq2OZ37UHTo7eN7XgiM7MvN4+pxChhYcOX2Y9/VsIrYdHc/8SCGBgXXJDl23Habjx4F5XH2uBUd28MSnpKhQ0cjLzsChA/uwf98+7Nm7F5u278LSDdsxb8Me3EisAH1FvvPBPvzhM/MxzT4TH7nl4bMzDuAvfrMKn/r9Jnx+6h5848Oj+Nr0vXhm2y2s9CnBbIdk/NXL6/GDtQ5Y5JmH352OxJQfzMKUH89Wv0//ah6+8vIi/PfUFXAINq5XERwVh1179oD1xxAXG6v4Onxgv6rLwwf3q2u7C+fVc/6xbZh/dPDjR5fX/Mi+lUH3b2yHDGyX5vHMzylkMlBw4H2uAcPAvtI8nj6ncK0D+xH9kcF75FHHMz9qwbG8vFw914Ij32PzePqcg67u3/hBx/taGODYouOZH/nxwcD+jen1Rwb7Gb7/5nH1+eD+TY9Jup/R8fSR/agWBkifbVoLAxRUdTzzo14zh/zzvv5A5UcH27R5XH0+uH/TYxLHiVdffdW2hQHdOCxxJFhaorUEvUelkVjVjXUB5eAa8k9yaOsHPnIvhlHP8CSXdGDZYmqA91zLUN765KjYi9qBBT5VWOJRgNQKWVCKNc7a5SJbuQ09CK8CrqZ3YM2dWrzpVIIZLmVYE1iNLf5FOBxcglvZbQgq70dQXiPCC5uQVt+PwnagsA2o6ARquoGqbqCsrV+tPZJX14niDiC3sRdRRU2IKG5BbB1wt6wPweX98CjogX1GB47Ht2C1TzFmX8/EG/Y5mO1RicXu+Wq1yVMxdQit7EdUNVDbB9A4oSf7Pt2ePAPfV7kyIsCPOps2E1iyoigM0NQw0eF6UjU2+xWiq1e/mtbhiCo8rRayTg4jU+UCRNx692kJBU0GvOWQjbDiJ2/AbO0BzkRV4R2HLJyIrEJV29O1WFFnTz/y6jrgk1mPM1GVal+R965l4tXLGVjjnY+zkeUIK2pBUUM3atsMaDX0K4FhkL+zxV4F0jX09aOrD2p3y5rWbhQ39SCkoEltVHU5vhpr7y1B/cqlNMy4loWFLrnY4FuIfXdLcSqiDK5pdQgu6QT3yMiuaUd9Z5/ZBFoOfQAAIABJREFULqpPkshg3teal2ugwN7Z04fatm40dPairNmA3Np2FDcZkFPfjYTSFiRXtiO2ohPBeQ0IK2xGVHmnWk78dk49Qks74ZVZr66Dijrgl9MIOlK7ZbXgZloDHBOq4JndgsCCNrin1cIvpwl3itrhkVYLn6wGBBUbad3JbUBcZTdCC5pUPrEVXUiuaEdiWQsyaruRUtWB5PIWxVdRkwGcrVTX3oOGzj6wDXBmEJcxofN2V0/fPUPVUM3OHAfg8tkTyM22YZ+BoYrwqPeoptQ2TJoetGBAFZO+T5ULVfJaFUx1vFZ3UXLSqkKqaLSKiqp5mjEYKFlpNRLVdVotSpU31V79hk6cia3FL9eeR3O90aZGdXZyslGNTvuats9R5cUpHwxUG9OEwUA1EGnRvkl1K+9rmzLVn1pFRfvYokWLVBqqXqkyZaDdniptBqruqJ5jebmWA9W62oeA6jGtRqcgpdXIPGrs+FzbW4kT09PGR3XrreuOuBCai4WueXC9dROlJcUqT6ZlOYkPcSOWLB/p3rx5U+FN2xX5YrlYHmJPsxDjEdPU1FT1jDxSZUl1F30c+GN9sk74jDwRR/JFlSbpagmYamjmwTojL8yb7YLpyRPt4DynipT1QFq0tRFv2kNJl7SoNi4vLcF5u8v43SEfHPROhr/HLRWX/BJ3mpXII+uW9U3VPPNiPZAu64fnNJtQlUffFaoWmT/zY17klyYSqllJi9gRS9IiBhq7hIQERYuCIH+kRZrkhTgQR5pr2FZYNo0dy0ta1J6xDZMv8ki6bDNFhflwvuaA8OQcTPs4FM+fCMeNqFzk5ObD3dUVkZERihbVrSwv05NXquB5Trsk2wp5IWZsw+SJ1zxn2ZkP89PvGetTm7oGv2dafcs2wnIx8P0lLa0KZv0QN4YAP28UZxttuUmxEYgINZr2aIbQ71llRTmcbxhtxOjthJ3jTXgkl2N/cCneuhCLOTcysMKzAP+18Ah2OAWjsrUHkaHBiI0y2vYzUpPh72u03ZaVFMP5nm9Cc1MTHOzt1TvGd438EmsG8/eMdUCcGPg+sPwMxIa4MNTV1cJRlbcfPYZuXHOwR1uL0Vzq5uKM8lLjexbo74v0FKMNPSYqEo5uPkipbMchlzC8tPakWn1ytkMS/mn2YSx0ycYHN7Lw2slgLHXJxCqvfKy6lYqz4SW4mVSFXY6B8I3PQV0X4OIbiMgwo9mgMDsDd/yM5a2vqoC7s9EXo7ujDTeuOQC9XFStH87XndBYZ+zvvDzcUJBr9NUJCw5CbLTRVyUtOREBfsbl4itLi+F+y1jeztZmOF+neYkDei9cb1xDd5uxvH4erqgpM5r2PLx9ER4VjfZ+wC8iAWdc7yKypB3XwjNxwCUC15JqcNA/ExtvRGObfwFWe+TiI8cELHfLxmqvfMy7loxFtzKw0qsA79lF4/3LcVjpXYSp5yLx6vE7WOVTgnc+DscPVl3CCq8izLJPxL8vPY+PnLOxyjMP35pzBO9dScRy73x866MTeO1UKJbw/ryT+NVuT7X2yn+uuoz/WmuPNT75eOlIAP514Rms9MnH1Isx+NoHR7DILRcf3czAd5ecwxynVCz1LMB/rriI6RdjsNq3BM/udsebZ0KxyrcEb50OwZunQ7DKuxgfOiZh2vkIrPQswOJbWZjjkKi2QV/uloM5DgnqfKVHLoy/PKz2zMP8a0mqrld75mKdVy5+u+UKYrPH5nA+rj4DqvVb6I82eHYODOxo2cEy0Harnalot6H9U9tr2Jlphzp2Ruw4Gdh5sxNjYMem7Zrs3HTnRbpMw8DBkZ1sf0839twtx6xTvqYXmJ03naUYOPBpVQ07bD5j0B0+zylYkBY7FQoDzEPbbpm35pF2J71RETtZLXBwUNQdDjtN2o5Jh/R4ru2v7Iy0rZpYaS0DOyaNHfPigMFAZzJthyaO0VERyK5oxPxbObBzv2NyPiMfHGxWr16N1157Da+//roSWtiJc4Cj8yAFN/os0K783nvv4aWXXsLMmTNBAYcDIAfITZs2qcGRg+uKFSuUzYu0uNASO1t2rIxPnxDSJc0ZM2aYaNGOxs6WAgFpkQ4HrmXLluGVV17BG2+8gaVLl6q8SGvHjh3KdklatCtPmzZN0fpg9iycPHoIz284j18v2Yfd27fCx9tbDbbkhbTefPNNRZcDPgWrrVu3Kh8Q0qI/w9SpUxWt2bNnq2vmR0GU8SiYcMCgM+jvfvc7vP3226q8HByIxZYtW9SqnKRF57d3331XOQN98MEHik/SooBLZ0XGZ7r58+ebaK1atUrRZz6ca0y7MWmxHt555x1F68MPP1T+IQEBt3Hp/Fkc2r8Px3yTMX3HRcya/SFefOllTJ36LrZsXAcPdzclABFTYsv86dBEvsn/nDlzTHVCHww6SxETCnl89vzzz6vyUKhkW2HbZTB/zygk6feMAu3g90w7EFJI0j4xx24F4ed7/fD788l4cb8nPMOM71ZNRRmy0ozCeHlVDezcAnEstBSvn4/DlxdewpJbGTgVUQ7HmBKklBuNXoWZyWiuMzp1UsDMvbf8eVFhocmJjQKjfs/4TvHdYL/C38PeM21f5ntGoZeBwqp+z/iu6/eMAjz7Am33Zn5ayGAfxT6EITc3BzlZxrVXGmsqkZNmFBI4WEdHRaKxw4DUyja4xebDLaVK7XB5JLQMuwKLscE7D9POBmPm5XjMd83DjzffwnfXOWPmtQz85qA//meTE/beKcZGl0RMO+iMK3GVcIwpxqYLHnBPrURQbj1O3vDHnfQyxJU247TLHXjEZKvzy36RuBYUr85vhCTjoneY2sL7UnAGtl/xgUtKDU7ezcX84y44F1mGA3cK8Nxmeyy9maIGtu+tvIJfHLiDN6+k4burHfGTHZ6Y55qHF44E4rXjd7DWpwhz7OMx3yEO2wOLsN4jHRs8MtQGcSfDSnEmsgL2CVVwSKiGY2wJvNKqEVncCp/kEoTlVCGnrhthWWWIzChCbWc/MkuqEZ2QjO5+oK65HdFxiQpf/sVGR6HXYDT9JiXEobnJ6CNRnJmMrgZjWynLzzZ9fdfX1iAlyZi+q6MdcTFGP4xOQy/CouPR2NaptD6RcUnIKa9DTUc/wpOzkVpYgcr2foSklyAkvRhZtV24k1kFr8QiRJW0Km2Cc0IpvDPr4J1Ri+uxJXCIr4RDQpXSTrB+OK39dGS5atcnw0txOroCr++5gbhs4zhkKtQIJ5NWGGCnxN9EhtbuPrXyoE+e9TeoYae+YcOGiSyuynu5Rx6upRpfDM2M1ppwAOAAyUFDCxsclHVHzy9pftlyAGN5tMcsvxwpUFDIosBCIY8CAulRqGAnSAGHX79aoKKQx2ekRZq6LbDDJS0KQxxkyAtpkS/S4z124Px61EIfBy/SunHzJlyvO2Dx0Wt4/UoGgqPj4eftqfKmgMf05I1H0uVXLHkmD3phLNLiM80XBVAGdv7aY5gDBPPT5eSRnT4HAf1lyfISO02L2i4t5FKw09hRm0NhSeNOWhTkKPTSy571wIGYtBhP86UHXM5Y8ffzBfp7kZKahkOnL+D9bafx1vpj2HriEhqbmmFoa4bLLWf1VU7BkPVAWqRPvvQgSc2Ergdiq7HXWjfdXh736JtZj389kIApC+5gyoe+mLI0GP97KgXJFa2oaOtHSm2PGgCnX8vCPPdi7A0qgU92A/Ka+5W6/3Hzn8zpu/uArn4oLUhuTTuKW/uRWtMNqsbv5LcgsKgDF2OrcC62BheTGhV2W24XY8udCqz1ysdSt1ws8ynFvFs5mHMjE0u9SrDArQCL3XKx5U45FnkUYp5zjjrynPE3+Zdga1Cl2udkX1ApjkbV4VBIGc5GV8IluxU3U+vgklaHkJJONQBGFzcjr6kPmXUGZFS1obi5B40GoKGjFy0GgPoJK1tlJ3MVK94vXzyHHFueWmhJhLXq15I0x0qrvKkbi1yykFD+9AgDvvltysmJ+zE8iSG3rgsvXkhBXNnErGZpC5hysPDKbsGHt/JwOKIGcVU9MKgdRs1ttRPDaWcv8NPj8Zgyzx9TlgRiytJATFkSgCkLbuMHh2Px2pVMvGWfgd2BRcioaodh4lmeGKAsnCvXG+vp7Qe3KKF1uqunH7TJ057Na/6Min/jOePxeXev0ZatnvX1w1o+FxYu7qQnZ2d30aSVHm1hJq1mgF8mP//5z7F8+XKlcqXade7cuUpFrM0CnCqybt06ExZUB1N1y7j6R3W1tldSBcnnemoSv1IZj2pYHX/BggUqn+ryEpR19uI3e73wztwlqK40rjtAVTVV4To+j1TxUk2rA9WsVHnrwHPGMU9DvvRXFvn4wQ9+gDVr1qgk/FJmWcmLTqN51KYAfvmSpp47Tvsuaer4PLKs5lMv165da7rml/XGjRtVPjrN0kULMG3OQvznhpso7exDeVG+UonrLz9+DVIFTd8Gneajjz5S5g1t9+XX4uLFi01Tb/hlOWvWrAFpyJf2+6DqlPGpSWCgipbmEtJlPvrHsmo1LH0BqKrXtmp+uQ7OY968eap8LCfD+bOnsWr1Gkx1yMCxqBpcOncacz78YABfnMqqfSqo3qUanF/JDPyyJy+sE80Tj8xHa0n4ZU/TBs1PDFTfkybjabxYr+Ztg+2G7UUHmkMGY0wa2h5NbQXrWa+VwbZCHkhf86V5ZFwGag2IuVbB0zQwf85szPxgLj77i+n46qxDeO6AP1ac90F9h7Fz37ZlE06dMM5pp+aB5g3ybl4WYq5V4FSTs06o1WCgJoV1Zt6GySfNOtpMRlv6ooULYOgybmTm7HgFMxauwv9bQQHgjlEQoDCgfkH47IYgfP/lmXB3Mq6d0dPdiXVr12D+R8bya4xZVm1m45F8ad8c8ke+dVweWS72I3q62OnTZ1QbpPaGgVPnBqdhHVAjxUAtDWnotkM/Hpqc2IZ1PsSB7Yk4MVBjM336dJPJkX4bg99fxqe5Swe2DdaDDpySNrhfYd+k/Y3YV5Cm7mfYLueTJ9WG2V4WKvxZB9VVRsdhP18f0JSm16jw9HDH7Pffx5JFi7B40UJ15Htz9DDXZTCGLZs34cjhQ/oS27dtxTzVVkjf+Ht/5kzTlG6akmi201Me+R4PbivEjmY/3b9RI8b2o82i7Gf4Xmh8eWQd6amXfO/Z1rhuBwNNUez/9Lui0zGN7t/Yv7Ct0JTEwPuD6531TDrUGDKQPscoPSYx/8FpyCfHMwb2k+SB5WHgO8lyDm4rxEP3b9TyES9t6qapieOF5lMRGsXfpBUGOIBzcOSgp3+8x4bNzomBoNCuqgOv+ULq+DxS1akHEapp+VyrfFkxjMMO3zwN1dC0IcWUt+LNs5Fw8/IBnYoYaAslTfP4pKkdCRmHL7aen85rng/FF2kxsHNkA6HdloENhGU1z4M8UojRgy4bAmlqeyvLOJgvqox1Z026xEpfs6OjyntwPp7ubph5LgSuWfWqQ2CHpwc3Di6Dy0G+2Pnol4NqfvKpB2GaEMiHeVl4rU0LjMf4+oVkh0x6g+uEaWiuYCA/5EsvlMIBcXDZWS6WT3fotBE+s/KMcgxiF08nrcF8kYb2ryCupKFNDeyEyOdgvhhHO3FSKKA6X3dgVPEPxdfgtqEHdpaNZofBGJOG7hi0eUAPKrTBs72a46t51G2FAyHLqm3VLBNpenm4I8jPC4ERsTgVUogZFyLw9tV0rPTMw7pT1+AVEGzyVo8IvgMvd1eVxt3d+E6Shu6giAE7OO0AyIHIvBwe7u5g27pNh70+4+6fqclJuHnLBdVN9LhuxZoL3vib6YcwZaGZVkALAwtu4+cn4tQCQAnxxvU4KEhSgzi4/Cyr9sXhkW1FC9Hkb3C9Mz2FLXboht4uBIUEwMvL09TPsDMenIZl1wIH2z7bgXk/Q5ORrgddN4yjfQSIG/HS8/lZn6Sp4/LI+IPbBgVMHSh8mmPMNKShBR/WP691P8N2OZgnnZ/2taIPFMuqB132M4P5Yp40GenA98z8mjySd01b86WFZvZvLDvfWwa+x4PLQT4pxOr+jVjznhbY+EEwmC/yrU1a2gynhVP2M+z/hmor5v0b24oWonl/cL0zPeno/o302V/pfob5D05DPskvA/knDd12+E4O1VaIh3n/Rry0ME8zJIUFPY4pwqP4m7TCAF9ObUMdRTmtEuVmUjXmOBsHbKtkMIio/mIadHvcLyNL2jDfOfuJUsHGV3XjFYc8FMhOf8O2J6rcs6rb1LS75b5l+NC1CBt88tXUqoyGPlhiAiaNMymVbbidXa98U45E1+N9p0y8a5+G/WFVCCjqxHrvfExZeBtT5vtjyqIATJnrh08sDsD56PJhebfUg/5+ozbAUvSEjiBgDQSoadDO66Ol/9jCACUeSqeU6rS0ONrMHyceJX7+JipQ+cDVyHYGGGchTBQfE5Fva3cv3ricCm7c8ySEls4eTHdIh3+2cSnnJ6FM1i5DX38/Cus7cSG6HK9dSsXbV9KwxC0HG33zceBuMc5FlStvZw7qoQWNSCxvVV/3dPJLKm9FQE6D2s/janwlDoeUYHdgIZa65mDBrWy875SBt6+mYfvtQlxLrFZz5s13BG3r7sMi1xx8YVMY/n57PL6zM1LNs7d2mYW+IDBZEBhq/5+ReH8sYYC2nRdffBGf/OQn1fQhMkD7iFaDjpT54zyfaGGgp68fu+8U4fI4LcJD9T3V0LYSToSV4ljo2Kau2Arvg/nYEVCIdV556KQ3lIRHQqC7tx8JZS1wSqpSAvJy91w1332VZy54vsQ1Z8BvhUcuOCd6jVceNvkV4HhYKZyTa5Tg0Ngx8gJIXb19cI/Lx0tLdiOr0jhP/ZEYl0SCwBOIwLgKA1RZcx44507TCYVTpWgD/clPfmJyfrAmxhMtDLR09arFHgJyxudrkpWrHQitietoaXP6D7/eJrt3MFcIe+1yKho6jHbq0ZZf4o2MAL/m+Z5wBT8u9VvUYPxRo9Tc2QPDY84P4wI1s6a+ib7uJ0NDNTKiEkMQGB0C4yoM0LnjmWeeUZxxARS9uQqFA3PP+dGxPvZYEy0M1LUb1GpVdGwaj0AnJL3Zz3jkN1IeXCbzzctpcEs1bmAyUnxbfM79JKji9so0rh5nizwKT8MjQIc+OsFph+HhY8oTQeDpQmBchQF6vVIY4PQPToWidyg9H5977rkB2/NaqwomWhjgl87LF1OeatUyV3aj+neyage23S7EFj/jinjWaqdCVxAQBASB8UZgXIUBFo4rsX33u9/Fv/3bvynB4Be/+AV++9vfqlXerF34iRYGUira1Feltcup6XNqDgUuWwpc1IXroGdWT74Ferg06ovnk9VGILaEqfAyegS4RwLn+OvpZKNPKTEFgScbgXEXBggn585ykOIiDxyg9Xxya0M90cLArZQaNcXJ2uXU9NnpcfEJWwvc1ONy3OTayZAmjpcuJCMwp8HW4BR+xoAAfZS498F4zmIaA3sSVRCYMATGRRjg4hfcjOXIkSPKT4CLMHCVJf64eRDnN+rFIqyJxEQLA2ejytXe5tYsozlt+mSsX7/e/JZNnLul1WCWU4ZyCLMJhkZggtuA0oN9s1/BCDHlsa0jwOnM3DTKlnxpbB0z4e/pQGBchAGujMTV8Lj8LU0En/nMZ9QSpFxek9MMP/3pTw9YFcta0E+0MLA9oAjXk6utVbwH6NqqMMC1x6c7piMod3J8Zbum1eD5j5NQ3mxcLvQBoOXGpEFAhIFJU1XC6DgjMC7CgHmZuMay3oqT9+nVq7ecNY9njfOJEga4vkBOTTum2qcjvGj85jfbqjDAunVKrMISt2yYLwxjjTp/XJqcPsjtUe/mD9x18XHpSvqJQUCEgYnBXXK1fQTGVRjgGt4/+tGP1CYc5tBwQwXuaW7tMBHCQGljl1pp7XPrg/EnK+7gZ8fj4ZUxPtPS6DPAjTVsMfArm854ubUdtsieiSeubrfeJ990LSeTGwGaLOmwLD4Dk7sehXvLIzCuwgA3iOBmCJxeePHiRbWnPHe5+973vge9V7rli3ifIjeDMN/Q5f6T/5+9946O68juBrX/+Ozxsb9zvDu7a89oNHIYj7+x/dlez/d57LU94xmNNKMwiiRFUhQpUqQoUhJzAnMmAAaQBEAwIBOJBAEQOeecc865ERpoAJ3Db8+tRgOvgQYaofGQqnSe3nv1qm5V/V6D9Xu3bt27dFe/e1yKV/bFsXCprxxMZNc/upCJ7BZjkKKla9kY4Y6MNFdqup7UipspxsAiK7GPkdUD+MirHMNK697tVmL/eZ+mI0ABY27evCma0fL0HvAcjsDKREBUMkAQECM/e/Ystm7dii1btrAQnKaod0sNEUV2unDhArNPoKhYdJC2gLbgmZyQUIQ8YbRAWtKIjo5mZU11KKKUKeIbERx6boriRYZJVC4hLhZ+CXn4348nGwOjmCKl0XlPDM7H8q/Niu4xfO5fBcUKdOlLyzrvPi5FgkjeIpf6t8/lcwQ4AhyB2RAQnQzM1pmlfkY+DkhFSGF9yU0vHaRGJ++HFDyJQki6ubmZxfumWNIHDx6cKE91KG41hcKkROFCyeaBtA6UaB8zlTl94hg2n7yF/+1gHF45PCWO+r447A2uhW6JPe+QtzVTWEzWuRX2P/JNfzyiAR553SusZ2DBc+6krY04CisO3GXsEJF+ClPME0eAI2COgKhkgP4IaRKlOMoUn5kO+lqnPFNcefPu2faOvuipTYqzTXESTIcpRjvZLdy6dYu5KzW1TF/6pnKmMwVVMsXEJhJB+SZfCab7EZkM1R39+P6FDLyyPx6vmDQDh5LwylexLEqbwdTIEp29vb2ZJmSJxNtEbFqjFHue1UAqXzmqeAok9XuPMshUK6dPNgGbCwEFStu2bRvfWsh/CxyBKQiISgZoAqWv7E2bNrFj8+bNLEjRn/7pnyIrK2tK12x/S0sCpMKfKb148QIJCQkzPV5QvmtWJ/7biRQjIfg2ni0R/ItTAQuxuiCB86iUnJzMPD7Oo4roRQ0wYH9IHQtdK3rjFhqs7ZPjvSeloKBKPK09BCQSCe7cuTNB3tfeCPmIOAILQ0BUMmCpi/SVTf4H6Kt9qdNy7CZQavWIqxvEPzrk4R9vFbJ4640r3IJ+qd/DVPlkTLkzsHrZowCOqnX4yLMcbtmdU7vI7zkCHAGOwJpGYNnJAKFL2oKrV68uOdDWyABpLkzqflt2RqHVY/+LasRV9dpSrFVZ5H/dtJxhtfAyF/gmpA7krnm5Ei3ZPMjqZDYMZMvA09pEgJbxyIjZZDC8NkfJR8URmD8CopIBshkg18NkpPfw4UO2vfDixYt47bXXmEX+/Ls/vxrWyADZC5CLZFunpmEd/tdxTxw9fwPQqm0tfkZ5tK1QDJI1Ywfm8aCgXYZNPhXQ6PTzqGW7otE1/fjtwxK0SXmce9uhuvIktba2ghyfUbRUnjgCHIFJBEQlA2TZfuXKFezatQs7d+5kB/1hPn/+fLJHS3hljQwQMaH4CbZOeV1q/HiXI/YdPgGdRjwyQMSGdjashqQ3GHcW+BWJH8Coa1jNHCBFVPWvBqh4HxeBQFNTEz755BNuQLgIDHnVtYmAqGSALPOfPXs2Dcnw8HCbG+5NawRgPgWIEMyUiKg4OzvP9HjB+eF1I/j7vbdx7tx5aNTi+bdfye6ILYFZ3DmC993LQP4HxEp6A2AX1QindL6NUCzMl7Md7o54OdHnba9kBEQhA6SSu3btGnNF/Ed/9Edsr//777+PDz74gAUq+uM//mMWzXCpgbKmGVgqMnAvpx//tO8O7jtcEXUNf7WRAXr/9slt2BtcA41I6/aX4ptxJrpxqX96XP4KQYCTgRXyIng3VhwCopABGjXZCpAbYopY+NFHH7GthRRK9OOPP4adnR36+hZvPEbGQbMZAC4HGaAgRReSuvHGUWfctb/MyYCVP4FBuQYfeJbhZeXSq+wpguTWp5XoGRFPW2Nl+PzxEiPAycASA8zFr1oERCEDZCtAxoN0DgkJWZIJsba2li1BBAYGsvgDlryMWSMDZ86cYU6HbPk2ZUotLqf2YPfVh7h81k5UwyUy1FypgYpmwzilcQg7AqrRN7p09hWpjVK8+bAE1b3iLUnMNmb+TBwEKFDRe++9xwMViQM3b2UVISAKGSDf/7///e9RXl6OY8eO4c0338Rbb73FDrr+9a9/zeIDLBQ3qVSK27dvM8dFVVVVbN0/Pz9/mjiKITCbUyEiFGRgZMvUN6rByegWBGVWo762BuQiWKxEltOEx2pMZ2OalyyIUVHHCH77qAQpDdLVCA3v8yIQoG2FeXl5ov4dLqK7vCpHQDQEaFm5pqZmXu29Mq/SAMixUEVFBbPgpQA/JSUl0w7y8b/QRPKFkx55EoyIiJgmLi4ujkVKJJekNOl3dXUtue/+uj459gXXoI9roqe9j9ky+sc02OpXCXINbMtd/2Sc+PbjUlBEQp44AhwBjsB6RYBs+dra2kBLZ3Q4OTlNBNybKybzJgNzFWyLch0dHUzVT+rAqYnCF9NWO1Kf064BU5wCUzliRZbqmZ4v5Eze9b58XoeOzi5UV1eL+kWymjUDhHV+mwwUAjq+zjYTd1XvGH7pUoTQisXbpyzkt8DrLD8CXDOw/O+A92BlINDe3s58/bi6uuLBgwc4fvw4aM6YT5o3GaAwwBSPgAwG6aCYBJ999hkLGEKhjOkZqe4WmxoaGpifgNzcXIuiaJkgMTHR4jPKJDAoWJEtU2rTEPaEteJlcBAOHTwoqs3A/fv38e2339pyOKLLKusaxZdBNchtG15U26mNQ/hP5yJ45q+8CImLGhivPC8EKNT4b37zG24zMC/UeOH1gICnp+fSLxN0dnaCvOHRQRELSY1PDZPBAoUVJqNC+qJfTKKvevrin23Nw5oBIalKiC3ZMj0t6sHpmBYMD/YzrQPteBAr0TIuup+1AAAgAElEQVQIEaTVnoJKJfi9RymqeuZv7EfOjChE8vseZXhRLlntUPD+LxIBUo2S7ZKYtjuL7DKvzhEQBQFRDAinjoQmf7Lo/bd/+zecPn0ai7EXINlENkgOeTKkyY/sB3p7p8cBsEYGpvZzsfcGA1io4ofZiyM6i+3HWqhPpIqCCD3I7sSYem5GmE0DClDMg8/9q9DC3QyvhZ8BHwNHgCOwRAiISgbIB8CFCxfw85//nAUnOnHiBDZu3Mh2F5D6bqGJCABpGsga0t3dncUXsLSbwBoZKCsrm1WzMN/+UcTCMzFNiK4dQldHOzOaFPOLhHApLi6eb7dXbPnaAS0+9q3FvtBmZLbJIVVaJgXlEjUc07tZ2dNxbZAqtCt2TLxj4iIwOjqKtLS0JTccFndUvDWOwOIREJUM0FLAv/7rv2JgwNwgbPfu3Wxr4OKHM7sEa2SAtAs3b96cXcg8no4otdj/og41Uj3CQ4Jx9OhRUW0GyCjk8OHD8+gx4J5WCzvveFzxT8Q1/wTcD3FGVKEnNGoNqqtrJnZgkKFlUVERSktL2ZnIHPl2oKUJ0swQ8RscHGTPTbtHqCxtA6VIilSmu7ub1aG6Qlkkm3xSkMaHjC4p+iL9ZqorypCYmY8jT2JwIygZ9Z19kMsVqKysZJogKldRVQuXkBRsuhUGp+dJ6GxrAQx6tvxDS0hUhhxcmfpEZIlIoEwmY7tdSBY9p3K01ZSeU7/pTLtQiMyRBS49o/FKJBIzWaSCHhkZAU06tIOG+k1Y0DiEskgGyaKlKdphQ7J6enrMylB9MngjeXRNeJqwE8qipS2SRTtkCEvCjt6DsAyNi9yBm3b2kDaOVOb0HoTlCHOSRe+ADrqmPCpDB72z1ZxoTO+++y63GVjNL5H3fUkQEJUMkOqeDAjpD1KYSEPg5eUlzFqSa2tkwNbuiMmbHkXik+mAyPCXOHfu3JI4XJoJrIW4I37vsh9e/cUG/ONvN+If3tqEn7/3Szj6nkKfpB92dqeZYyeanCjC4/bt27Fnzx52dnBwYBMq2YPQ+6SJLScnB3v37mVR4iggFV2TcSdNKFQmLCyMTU729vZmsu7cucMmQHIgRQSNJmf6mqO29n21B0e/2YtjB79FaUkxWtvame+KqKgoNllevXIFX+/eCbtD+/HNnl1wcXZmE7OPjw/DnybUpKQkEAGlPlHArG+++YZNtjTZk5Mm8kXR398PCly1Y8cO1i6dySaFJmfSPl26dIktb9FviuSQPJL13XffsYmfJngiYtRvIgxnz57FF198MSGL3g3JIsJGkSWJjFCMDpJhknXo0CH2t0ITNl1nZ2cz7GhHjEkWnX19fZmse/fugd4DERHaKSOURUSUxkfEhmQVFhYygkRGs0JZhDnVp/dLB/WR7Hpo/CSP3tlqTkS+6N8gIkY8cQQ4ApMIiEoG6Otn3759+N73vse+wCloEe0moHtaPqB/bMnif6mS2GSAouHRnnZK4S9XBxk4/zwXn5x/gp3X3LHtijvOugShpa0dcvkYm0RpYqKvZproaWKIjIxk56ysrIkvYNqxQRMKaYJokiafD3TQNX1lEpmgMvR1TV/NVFcoiwgDtUFfs8nJyewfbtryQm2ZZNHvhAjHsGyYTd60JEJfzRkZ6Xj58uVEv2i5iGTR139qair7GqYJwSSHJmD6XdCETV/L8fHx7AubJguayE2y6EwTKP2GSatAz6g9IrZCWbGxsYxIkEaA/FpQv2lCpW2tQlkkg2SRTHLKRTgQgaD+0DjpTPVJk0JkiK4JT8KOyIxQFmkjSBaNlbCk8ZImQiiLxkXjI0JOsoiQEQGh9yCURZib3i+9Y5JLeVSG5NE7W82Jk4HV/PZ435cSAVHJAP2DR19b9PVEX030hUJn+kokkkBfHrQdbqmS2GQgo2kY+4KN/3iuFjKwVNhzuRyBlYAAJwMr4S3wPqxEBEQlAyYA6MuP1Jl3795lB11bsv43lbfV2RoZIO0EeWGyVXpWKsHFuBYmLiTkBQvIRF+TYqXHjx/j5MmTS96c3qCDTDkAnZ4b6i052LyBRSFAdhUUHI0vEywKRl55DSIgKhkgzQBpAP7mb/4GP/3pT/H3f//3+Lu/+zu8/vrrs8YMsBXu1sgAEQHalWCr5JTWjoc5XUxcXGwsHB0dmTrYVvKtyaH1X1qPX+pkMBgQUfEQx8PewpMsO6TWP0fncD1GVUPQ6jVL3TyXzxGYMwJkuPn111+Lasg7587xghyBZURAVDJA68X//M//zCyYyZLZdBBLJ6vlpU7WyABZYdNhq3QmugnBZUbXtzQ+Wn8VM9FYxGqzVlKA3f7/gE+e/Bm2+/wEXzz9KY6/fAtumccQX+uLqp4cdA7VY0y9OE+CYuLH21p7CBBxJZsInjgCHAFzBEQlA7StiSzCaRvZciRrZMDWfdrgXYHS7lFbi12R8vQGPVzSDmCj+6vY6vWX2Or1F9ji9ef41PM1bHT/ATZ7vobTEe+hfWh1G6CtSPB5pzgCHAGOwCIREJUMUF/JKvm1117Dhg0bsGXLFrbN58MPP7RJbAJrWFgjA/7+/sxi2pqcuT5/50kp6vqNW5hoWxhtbxPzq4Ssxr29vefa3UWXq+zKxJd+/4ORgM99/hqmY5v3X2Gbz48RVu7Clw0WjTIXsBgEaAfK9evXRV2uW0x/eV2OgFgIiEoGaCvTL37xC0YEyCUxbS2kWAUUs2CxsQnmApg1MkD7qsnozhapbUiJnYHV6Bo2xi6mbXVi/yNEuNIedrGSzqDFjfjtTBtgIgJ0/tTjh7BP2A61VjzjSbHGzNtZXQjQVk/yC0FLlDxxBDgCkwiISgbIUxrFIyBDwuVI1sgArSfSYYuU2TKEIy8bMCRwhWsr2XPtny3HM9c281tjmGaAtAFEBLZ5/xifef8lvvT7e4SW3oNaxwnBXLHk5ZYGAbH/DpdmFFwqR8C2CIhKBshQkLbvkQc10gSQMxayIyBnKGIYulkjA7aE9kWZBBfiWkDxCdZTGlVKcS7yQ6YdIBJgtB14nZ03e/0IbhlHMDBm3GGxnnDhY+UIcAQ4AisZAVHJAGkENm/ejD/4gz9gwYp+9atf4Ze//CVbOkhPT19ynKyRAVKrk02DLZJzRgec0tthUjSQZzhavxfTZoDGS8sxYqekOn988Oj/wHfP/x2JdX64HPPpuBHhj9j5UvRGNPWXid0t3h5HgHmtpKWz5dJO8lfAEVipCIhKBvR6PQvyQloBcr1KgWPoTEFVxJgkrZGBM2fOMH/stnhZp6Ia4ZE3GdSFwiuTH3gx1ypdXV1F8TMwFa/ekVacj/oISbX+7NHAWA/upX6LTz1/hM2eP8Imj1dx6MUvUdAWP7Uqv+cILCkC5D6awqeTVpInjgBHYBIBUcnAZLPmV+RTnYKoLHWyRgZsGahob3DthI8BGhf53hc7UBG9XFt6VJzP++mVtUKpmQwGo9YqEFTkiG1kUOj5Gjto50FMtQfIgyFPHAExEODuiMVAmbexGhFYNjJARjy0le+zzz7DH/7hH7JdBUsNoFhkYFipxbch9chunXSws97IwEzvMqkuAPuD/oVpBz71eA2fef0FvPIuYFQlnakKz+cI2AwBTgZsBiUXtMYQEJUMkBc+cgdKRoQ///nP8Sd/8icsNCpFdKNth0udxCIDLVIlDobWo6p3UhXJycDk263oysTxsDexwf3748sGP4Rj4i70yJZeOzTZC361HhHgZGA9vnU+5rkgIAoZoLCr5HSH4hKQO2IyGqQdBe+++y7bTTCXjtqijDUyYGdnx+IHLLatvDYZDoc3oHdk0u0p+VSgmPJi2gw4Ozsz3waLHc9S1O8aboJ9whfY6PEqtjA7gh/i5Mvfobondyma4zI5AgwBCnX99ttvc5sB/nvgCExBQBQyQHHQX3nlFfzkJz8BxV6nRJ7AyAshbS0UK1kjAxSL3ha7GmJqBnAsogFj6sm1cBo3OR4SYwulCU8iYKR1WamJlgbcs+2YHwIyLCRXxvuf/RxpDcErtcu8X6scgYGBARaMTAyD5VUOFe/+OkNAFDJASwPk3e+tt95iBODSpUuIj4/Hxo0bRQ0lao0M2Ordu2V34kRko63ErWk5Wp0akZWPsMvv77DJ44fsoEBHz4pvQa3jXuLW9Mvng+MIcARWDAKikAHTaElFR+py2trzs5/9DN/73vfw9OlTZkcgxhezNTJAyxm22HJ0P6MdFLFQmJRKJbOLENP7GY1ldHR1BErKa43GgeD/YMsGpCXY4vk6XNIPQirvFcLIrzkCi0KAInkODg7azNPoojrDK3MEVhACopIB07hJRUeuiY8dO4Y33niDkYLIyEjT4yU7WyMDtPXvzp07i2pfZzDgSkILvAp6zOQEBwfj5MmTIFIgVnrw4AEcHBzEam7R7ZAjovPRn4w7KHodm9xfxcXojWgZqFy07JUgQC3vQk5zODKawlDSmYZR9exuuXV6DVoHKtAvl6yE7lvsA20LbR+sgmRs0qeGxYIrJJP8DHzwwQc2If0rZEi8GxwBmyCwLGRA2HNyROTl5YWSkhJh9pJcWyMDSUlJIE+Bi0kypRanIhsRXzdoJqayshIURZC+TMRK5L8hIyNDrOZs0k7faAec0w4wzcBmr9fZjoPD5KCoNdaq/MGxRgQW3oBfwTUEFN1Ee28OOnpzMajot1rXYgFlH6o6kqDSzT5pQ6dEY1cK+qxMiAppFfzzr8Az+wROhfwa+Z3NFps1ZY6p+nEp8j28rA00ZS3ZuW+kDWFl9xBSeg/VkgKzdsbUw4iv8URg0Q3ktMaYPVNpRuAQtxEB5Q/N8lfqDWkFyNOoGJrIlYoB7xdHwBICy04GLHVqqfKskQFbtEtRCg+E1qG0a3Wo520xZlvLUGrGEFR8kzko2uz5GtMQ7PL7H4iucofeYDnWg0SSg0eZlxFeEYTkugBEVT7GrZgPcfblm2gbql9YF4dr4Jv+HRTWoi3q5IjKOoxKSfGc23mafgg5HXVWy7dLqzGgWHrNgEwhgWf2MXzw8L/hTPTnGNNMdq2xPQZbvX6AS3EnUdWbP/lg/KprqM4qEZpWiWdwBDgCKwoBTgYEr4O+Giho0mJSXZ8ce57VQDI6ua2Q5NHaPVkyi2kzYAoCtZjxLFddg0GP1Ibn2Bv4M2ZHQK6Mt3r9OTxyzoDIgjCROj0g/wxSmyKE2Shpi8TpsOlkQK4eQlN/CRr7S9DQV4zBKXYJJK9zqA4NTcF4kLQbZV2ZaOwvZWVbB2ug1k1GtuwfbUNDdxp8U79CfF0AK0dyqfyIatIDo1nHNEPwSv0WuR0zkBSdEp3SatT3laBnpB1qrWBmHhek1SvY8knHsNE2ZXCsi/WPllRmio0lV/SiTlJkHLPSqLmicbZJjaSkrD0G9gnbcCP6EyQ3RrGWNLpRBORdwLX4bYiuFmgM9Gp0S2tR31eMblkrVNrp2hO9QYW2waoJMjaskLC2mwbKIdhoYwbNUt+QRoB2MpFGkieOAEdgEgFOBiaxAAUwcXFxEeTM/7KocwSbfSuh009OGCSFnA6dP39eVJsBerl3796d/yBWUI3K7kycCHsLG92/j48e/9+4HvcZBuXm9hh6gxZRBRfhVXARKrMQyXoU1vmhZ7RjYkR9o224l7wbjsl7WbwEp5R9cE7/BhU9pRNlFOphBBc7wCluK46H/BfupHwN57TvcDf1a3jlXsWAICx1at1T3E3ejdOh/4WrcdtYuXup38A5/QBq+9onZJpdWCMDih4E51/AreS9OB36S7yomB48a0zViScZh9nEnVDriyfZx+GUvBdXYjYgoNgbY5rJ3x9d1XSnISjrKBySdrNywfmX4FfsCLvwN+GVdwM0pLzmYLhnn0BJzWNcTzwIuXYUXdIceOZeRkLNCzwvjYXWJFY1gMjC67iZ/BXOhv4KfkVPzYZINyptP3yyT+Fa1IeIrfGGd+5pOKV8jauxG+GV74ph1XSSM02IjTPI6RAFS6MIqjxxBDgCkwhwMjCJBWjL4/379wU5879MbpDic/+qaRVDQ0NBgZDENCB8/Pjxog0ipw1kGTI6hxpwjSbm0DfRPf4lPLUb8qEaPMk6idvJXzHtgVfuedRICs2LaUcRXnAR4ZVPzPKb+nIQkHEKtX0VZvkYacTzHDuodVbsPAxqJOafQ91cDR2tkQFBL9JK7OFf8kyQI7zUISLzIOyiPkDTgLHvo0oJ7qXsQWbrpK2IXFqBe8m7zJYx+vvycD7sN3DLsZsQmN0YBNes45CNdcEzeQcSGuLwsuwxMpryUNDyAkElMZNkYKIWUFjpAs98D5h4guARu0zJP4tjEe+gZtwWQaUZxoO0fUhssG4HMlXWYu+JDIi9pXmxfeb1OQJiIMDJgABlWwQq8szvxvWkVoFU4+VyuSNe7O6IaQNZpoxhZT+6hhtmb92gR0lHIrKbw5He8AyuafsRUGgPpda4rNDUkwn3jAPoHe3EiHIAJJMOWnbIrL4D73w3mCmPpRUIoMlRZcUxllqKmFw7VPQK1Oiz9XQeZCCp6CoCS2dwwqQdwcvMg0hrNt+JE1F2G4Elk7tIEkpvIrFuOqFIq3aHW9ZxqMcNJIkM3Es/CMCAqtZw7A/8d9hFbsaoDshtfo6gYstkIKfcCd4FXpbJgF6J+NyTiK03N4JMqH4I7/wLluvMht0in3F3xIsEkFdfswhwMiB4tYslAwYDcDutHU9yp2+zWg4y4OHhwSIlCoa4Ji/1OiWkU5YOaKAjii74ZB5CUa/R62V+awSOhP4XHBJ24Gbil5NH0pe4GPMBgopfmH/5rnQyoBlGXN4ZVEnMd+KEFN/A00L7iXf9JOcCCjunx33Iaw2Hb8EFKLVG505EBu6nH4BSp4FONwrf1L3wL77F5GQ3BS2MDOjkSC28iKKuzIn+0EV0xX24557nZMAMFX7DEVg+BDgZEGB/+fLlRS0TaHQGnIpqArkjnppomeDs2bOiLhO4u7uD4i2s9aSUlsM5+SCkFpagwwrPIbU1j0HQOVACr6yjGFCSkaiBGXOSQeeMRp2D5QjMPgG5ZmR2CFWDTDNQ01c0eznTU+0wMyDM67Ci6QCQXHQNgaUvTDXNz1oZ4nJPo7zH3MI/tNge/kWOE2UzK+6xUNETGeMXSRWucM08OqEZyGl8hvvpB6HUTPf8mNUYiGfFsRDYTk6Iyy2/C+8C74l7swu9AqkFF5HfYe4WO6bCGR55F82KinFDmoFNmzZxmwExwOZtrCoEOBkQvC6KprgYgzuFRo8vn9VY3FYYEhLCJmaxbQbI0dFaT5rhahx//ivcS7+GAcHOgPqeeHhlOkGiMJEzA1KrHuJx7hUMCowACZ+mzngk1CWbawZGGuGS8CVq+yZ9RiTWeCKs3AvKybATgF6BF5kHEVWTOgF1RVcqnuZfR+/o9IkVmiF4JH+NnPYZdhNMSAESCy/NbDOgGUZ0zgmUTgnuFFx0Fb6F1yekqGSNcE3di4ru7Im8rt4cnA/9DdyyT0GjM7KorIYAOKXuh0Iz3bguo8EPAUXR5viMS8suu8VsBiaECy90ciTnn0Vue5IwF5HlTniSe1Z0zUBTUxM+/vhjTgbM3ga/4QgAnAwIfgWdnZ3o7V24+1sKTPShVznI18DUJJVK0dHRIeqWpr6+Ptbm1L6stXvNcAM8s4/Cr+IirsVuhWPil7getxkuGZfRLDXfKqrSjqK0PhA3E/fDMXEnbiV9iRvxn+FJxjnU9rfCbBOIQYOm9jg4xH8D+8Qv4JD4BZzTD6Kur2za9r0BaSUep53C9fjtsE/YDsekL5HVEoUx9bjxoXoAgbnncSNhB24l7sTJ0DdxMWYbW6qg8M2l3bXjr0WHjKonuBb3OW4mfYnz4e/ALuJjdk39jKs1bp8cU3fgYfoB2IW+gUsxm5HfkcjqZ1a742joGzga+itEVj1nkzcZ9jX3F8It4yCux33Oxvs01wGBxW4IKLrCfDe0DuThQtSHOBLyKxZNsqA9gclTaSXwyDqBMxG/x4mwDxFc5sq0KoX1/rgWv53162LEezgZ/uFEH8MrA9kkr9H2wSPrOE6H/YZ5lsxoMfad6tIOkcO0U6LMC2ozQ42l/XWqVCqQW3S+tXBpcebSVx8Cq44MzKjSnQP2S+10iHwLvO9RDvlybaKeAwZrsYjBoIPOQJOuAUPyXgyMdWNgrBNj6ulfuKbxDyuM5QZZ2S7ILajGTWVHlJJxmV0TKnXTM+FZqRnGwFgXO0bVU4wODTrIFH3sGW2NHFFJMTTeB+qvUjvpl0KuGkI/k9ONYeUgZMr+ifbH1EZnVnqDBlK5hD0fkkugGPe9QHWHFf3sGFXJzL68FWrZRP8UWhVK2+PhmXuK2QxodApWZ0Q5CMLE5MvBYNBiSCHBkKIPMqWE9ZvGrFTLBH0cwIigj9QuJXovVG9IOcBkyDXGvlPdIUU/G9eIatisj0I8+TVHgCMgHgKrigyQS19ysWsp1dfXw9vbG2Q0R+fW1ukW/UQGKEzxTCkvLw+lpZP7zWcqN1N+auMQDobWQ2v2eWksTerJnJwcUd0RV1VVgcIY88QRsISAT+5pBJXdh1ZvwdjCUoU1kCeTyRAdHS3q3+EagI0PYR0gQDZmtbUmDeXcBvzK3IrZrhSp9GiiPnLkCPz9/acJJm3Bixcv4OPjw2ILUHyB/v7p/uiJDERFRUGn000cQmGnTp1aVGCfgBIJriW2WvzSCQoKwuHDh6FQWFhDFnbChtfkQOngQdoqxtO6R8CgRUmdL26n7IdL2kE4pezFs2JHDDJjyvWDDi0R/Pa3v+WBitbPK+cjnQEBmjeFcyH5pVnxZKCurg5kgEfMhaL/TU00IIrQV1BQMKvL39TUVBw9epQZCd66dYsRC/pSMCWJRMLqm+7ne76T2g7XrE6L1agdskdYzDKHRcGzZJKdwmJsIGYRzR+tOgT0GBhuQEV3Fqp7clArKZh1yWPVDW+OHaaIqW1tbdxmYI548WJrFwHSnru5ueH27dtwcnJicyP9bcwnia4ZoEh/NOEnJCSAvrCnJjIKun79Oh49egRXV1c4OzuDJvapiZYIaIsfxQkYGRlhFsW2NCQ6Gt4AcjrEE0eAI8AR4AhwBFYyAjSnmuZCmg/pg5o+vOeTRCcDps7RZG6JDNB2PbIZMIUHDgwMZJoEUz3TmZYJKIzwTCkzMxOFhVNc2M5U2EL+lqeVyGqZYjg2Xo5ATktLm+ijheo2zyL7B9KG8MQR4AgYEaBAZPRBwEMY818ER8AcgVVhM2Dq8kxkYGxszGwLXWJiIp4+nR44xdpuAnLQ4+g46azF1O5czhqdHpt8KlHZYx5Rz1SXSAzZPIhpM0BakkOHDpm6wM8cgXWPANkMvP3229xmYN3/EjgAUxFYVbsJIiIi4Ovry8ZAa39kLU9EgEIDk7OgsrIytLe3T9gPTB2sNTKwGHfENRI59ofUotOCjwHqx3K5I6bgSDxxBDgCRgR4bAL+S+AIWEZgVZGBkpIStluAhkJf2KQBIMc6lOiZn58fMwok1bglQ72lJAMF7TIcDKuHZNTyNi1OBiz/AHkuR0BMBDgZEBNt3tZqQmBVkYHFAruUZCCqegCno5swOoPDIU4GFvv2eH2OwOIR4GRg8RhyCWsTAU4GBO/13LlzWGjI3ztp7SxiIUUutJRoSyTFCRAzNsHDhw9x7NgxS93heRyBdYlAY2MjPvjgA24zsC7fPh/0bAhwMiBAh5wu0E6EhaQLcc1wzuiYsWpKSgrb9kjbIMVKpI0gx0M8cQQ4AkYEKP6I2KScY88RWA0IcDJgg7dE3ocPv2yAf/HCgxzZoBtcBEeAI8AR4AhwBBaEACcDC4LNvNKQQotDL+uROYOPAfPS/I4jwBHgCHAEOAIrCwFOBgTvgzww0Y6E+abmQQV2P6tBcYcxKpul+rTz4d69exBzmYDiNdCWS544AhwBIwIURpxihIhpu8Ox5wisBgQ4GRC8JXJnHBAQIMiZ22VB+wj2BteiYwYfAyQlOTmZrd+LSQbIZoBcM/PEEeAIGBEgm4Hjx49zMsB/EByBKQhwMjAFkIXcxtcOMs3ATNsKFyKT1+EIcAQ4AhwBjoBYCHAyYAOkyXDwu9B6G0jiIjgCHAGOAEeAIyA+ApwMCDCnffn+/v6CHOuX5FbAJbMTl+NbZi2clJTEVPZiLhNQQBayU+CJI8ARMCJAywQUxpzbDPBfBEfAHAFOBgR4LMTpkFqrx+WEFqvbCpfL6RCtj/LEEeAIGBHgTof4L4EjYBkBTgYEuCwkUJFcrcO5mGaEVfQLJE2/5O6Ip2PCczgCYiPA3RGLjThvb7UgwMmA4E0thAxIRtUsQBEFKpotcTIwGzr8GUdAHAQ4GRAHZ97K6kOAkwHBO1sIGajvl+MzvyrIlDqBpOmXnAxMx4TncATERoCTAbER5+2tFgQ4GRC8KTs7Ozg6OgpyrF/W9snxoWc5NLoZIhSNiwgKCsKRI0dY6GXrUm1TwtXVFYcOHbKNMC6FI7AGEGhoaMDbb7/NAxWtgXfJh2BbBDgZEOCZk5OD4uJiQY71y+QGKXYFVVstSP8IZWZmQqvVWi1rqwIVFRXIyMiwlTguhyOw6hEYHh5GREQENBrNqh8LHwBHwJYIcDKwSDQ98rpxLbF1kVJ4dY4AR4AjwBHgCCwfApwMCLDv6elBX1+fIMf65fXEVtxLnzl0sUnC0NAQuru7odfrTVlLfh4YGEBXV9eSt8Mb4AisFgTUajXIbkDMv8PVgg3v5/pGgJMBwfunOOf29vaCnNkvDeOhi0PKrROIwMBAtn6vUChmF2rDpxSX4MCBAzaUyEVxBFY3ArRc99Zbb3GbgdX9GnnvlwABTgYEoBYWFoLW2eeatHoDPntahZzWYatV6GskPz8fOt3suw6sCppHgZqaGuTl5c2jBi/KEVjbCMhkMsTHx4tqu7O2EeWjWysIcDKwiOVGhbsAACAASURBVDep0urx9uNSDIxxY6RFwMircgQ4AhwBjsAyI8DJgOAFtLW1zWuNvb5fgW1+VRhVWf/ap/X71tZWUdcqyQaipWX2mAmC4fNLjsCaR4BiEpDGjNsMrPlXzQc4TwQ4GRAAdv78edy5c0eQM/tlYv0gTkQ0gjQE1tKLFy9w6tQpUQOkPHr0iMVut9Y3/pwjsF4QaGpqwocffgi5XL5ehszHyRGYEwKcDAhgunz5Mu7fvy/Imf3Sp7AHp6KaQLYD1hJ5IDx79qyoZMDd3R2nT5+21jX+nCOwbhAg251NmzZxMrBu3jgf6FwR4GRAgNR83RHfTG2Dc6b1bYXUBHdHLACaX3IElgkB7o54mYDnza54BDgZELyi+ZKBA2H1CK+cPVqhSTwnAyYk+JkjsHwIcDKwfNjzllc2ApwMCN7PpUuXcO/ePUHO7JdfBFYjrnZw9kLjT0NDQ3HmzBlRlwno5VK8BZ44AhwBIwJkM7Bhwwa+TMB/EByBKQhwMiAA5Nq1a6DgPnNJw0otdgRUo6xrdC7F8fLlS1y4cEFUMuDl5YVz587NqX+8EEdgPSBAu2u2bt3KycB6eNl8jPNCgJMBAVzkMpickswlVUvk+C6kDm1S5VyKs398pFIpDOS2UKQ0MjICapMnjgBHwIgABQqTSCSi/h1y7DkCqwEBTgYW+JbSmoZwLKIBg3LxohAusKu8GkeAI8AR4AhwBGZFgJMBATzkpnSuIX898rtxJaFlTtsKqYny8nJER0eLGjo1NzcXUVFRghHyS47A+kaAnH95e3uDAhbxxBHgCEwiwMnAJBZsTd/JyUmQM/OlY0obHJLbZi4w5clyOR06ceLElJ7wW47A+kWADAg/+ugjbjOwfn8CfOQzILDmyEBdXd2MYYhjYmJAx0xpbGxszv9InI1pgktm50yipuWrVCqMjo6KulZJERKpTZ44AhwBIwIUKGx4eFjUv0OOPUdgNSCwZsgA+RrPysrC0aNHUVlZaRF7IgKxsbEWn80nU6HRM3uBmJqB+VTjZTkCHAGOAEeAI7AiEVgzZCA7Oxuenp4gXwEzhSG2phmgNf2UlBSrL6pLpsKRlw0o7JjbzgMSWFpaivDwcFFtBogc0ZZGnjgCHAEjAv39/Xj8+DG3GeA/CI7AFATWDBno6+tj2+g8PDxQUlIyZZjGW5rojx07xhwL3b59GwEBAWZbCclBj6Ojo8W6wsyKnjF8M49thVT32bNnTGtBqnuxEvlMOHz4sFjN8XY4AisegYaGBrzzzjugJUGeOALrGQGKovvw4UMWnO/u3btsfqK8+aRX5lNYzLK0HkiR+mYiA7REQIZ8tPeeDvIpIAxlOld3xEkNUmzzrwItF8w1cXfEc0WKl+MILB0C3B3x0mHLJa8uBDQaDci3jmk+pI9HsrmbT1qxZIC2C81GBmiZIC4ubsaxzpUMRFYPYHdQzYxyLD3gZMASKjyPIyAuApwMiIs3b231IEBRbmtra+fV4RVNBojdFBUVWRyQNZuBuZKBJ7ldOB/bZLGNmTI5GZgJGZ7PERAPAU4GxMOat7S6EFgzNgMEO6k9/P39UVVVZfEtWCMDFEjo1q1bFuuaMrV6A24ktcKnoMeUNafz8+fPmb2CmDYDbm5uOHLkyJz6xwtxBNYDAo2NjXjvvfe4zcB6eNl8jPNCYE2RARo52Q3M5P/fGhkIDAxERETErACOqXQ4FdWI2DlGKzQJy8nJwdOnT0W1YiaPij4+PqYu8DNHYN0j0NvbC3t7e5DfD544AhyBSQTWHBmYHNr0K2tkYHqN6TkDYxrse1GL8h7uzGc6OjyHI8AR4AhwBFYjApwMCN4a7SwQ7i4QPJq47BpWYcvTShApmE8ibYU12fORN5eycxnPXOTwMhyBtYIA/R2S9pAnjgBHwBwBTgYEeDg4OLB9l4KsaZc1vWN490kZ5huIODIyEmSgqFTOLeTxtIYXkOHr64vLly8voCavwhFYmwjQPuodO3bM2e342kSBj4ojMB0BTgYEmJBjIGtR/sIq+vB18Py2X1ATFEHQz89PVJuBxMREZqcgGCK/5AisawTIZoAci3GbgXX9M+CDt4AAJwMWQJktyy27C1fiW2Yrwp9xBDgCHAGOAEdgVSHAyYDgdZHTItqeOFu6FN8Mz/zu2YpYfKbVakXVClAnaCz8C8ji6+CZ6xQBsqOhpbqZdhytU1j4sDkC4GRA8COgeAXkhWm29G1IHVKbhmYrYvEZ7WQQe0sT+Vy4fv26xf7wTI7AekSgra0Ne/bsgZj+PtYjznzMqw8BTgYE7+zChQuggA2zpY+9ylHbJ5+tiMVnISEhoEBIYhoQUnS2kydPWuyPOJkGNEjyUdtXKk5zC2ylub8EVb0FC6zNq60mBJqamvDxxx9zA8LV9NJ4X0VBgJMBAczW3BGPqXV436MMPaNqQa25Xa52d8Tt0ip45NjhUdYJ45F5HK7phxFS5oqZF1b0cM84AJecc3MDaZGlJLIW+Oadx4OMo3iUeRyPs+3wJOsku6a+hpa7YEQlndaKf95p3Erj0R2nAbMGM7g74jX4UvmQbIIAJwMCGK2Rgbw2Gb4LrYdMqRXUmtvlaicDI8oBlNe4wyHmE+S1xaG8Kx2lnanIKbsFnwInyNSWKYFSM2JxAp4bavMrVdoeDYeEc8jrSEN5VzI84j6Fc8451teYyke4EP0ROkeapwlVa8cgUw1Oy+cZaw8BTgbW3jvlI7INAuuCDBjGvQIkx6cjOjpmRuSskYEXZRJcjGuGWjf30MWmxuZDBkz9NdVd6NnDwwMUb8FmSVaLZ7mnIXTZYtCNwSP7ODJboiebMWjRJilAVnMESjrTIBntmdUvw9BIM3JaIpHbEoWyrgwMKXoxohqA3mCOc+dQDSuT1xoNOvpGOyfbBFDaEY2nBcETbWXkn0NU00tWpmeoDreStqNT1misY9Chq7+Y9bG4MxU9sk7ozZxH6NHWX4KSzlT0jbajvjcPhe1JMBgAnbIP2c3hqLew/NEra0ReaxTrX25rNLpl84sPbjYgfmNzBDgZsDmkXOAaQWBdkAG9QYea/mzc9j2LtLT0GV/d6dOnZw1U5JDcikc5XVjIZD2XQEU9Iy1Ia3iO3pG2Gfs4nwcPHjywaaAi/WAJ/LNPQqGddJyk1angnn0IWS2Rk13TK5FX640HmcfhEP0+7qZdhtp8Xp8o29WbCd+sS3icfRoeOWfwOPskrsVuwJPc01AJ2qnsTMGVmE14lG0Hj5yzeJx1Ei7p36Ckq2RCVnFbOB5leUHO2tIgOdcOL+ufseet/YVwTjuN3rFxDYBBg9KGQNbH27Eb4JB4HGNChY9Bh/yGIBwLfQPHwt7Cg4zDuJW8G+5ZVxCYfgIumcdwKeYjRl5MHSD7iGuxn8JtvI/u2XZwTtuPgo5cUxF+XmYEKFDRu+++ywMVLfN74M2vPATWBRkg2L3yzuNDl+/jWuR2lHWlWXwTFO2wvr7e4jPK3BVUA9/C+UUrNAnr7OxERUWFRVeow4p+hJY543DIf2H/s5+jeaDcVG1R57aWdlRVVi9KhrAykQG/rGMYUg5Co1NBp9cit/kFfPMvYVQtExaduO5sD8eDTHuoLJIBA7Ly7PCk8P5EeZV2FE/zzuJR9gmodeO2GWNt8Mk8jMrewolydNHal4NnWefROmR8Z0PybrQMtEFHX/gGczKgUEvRMdQNjYV+DPYkwzntAkaFZGC8pdDiG7gU+ylkqmHo5G2wC30DkXUp7Gl4qT0e54xrXpS9CMg+jsKOVLM+dg2WIjjrLOr6bfNOzYTzm3kjMDY2huzsbIt/h/MWxitwBNYQAqKSAVL7anVq46FXQyvKoWHt+ORdwmav1/Cp16vY7f8PcEr5GjW9eWxSm8v7pNDFOwKqEV09MJficypDJCC8/AGOh72JLV6v44NH38PB4P9EY18JtHpjvxeDkakTc5KhU7PJ3VTH0tkwVIEbEe/iUuwWOCR+Abvwd+CUuh9Kzcy7K+qbAmYhA4BS3o3Ywiu4GLMZDgk74BC/HXG1TzGgmFzDz6t/isfZx9A53Ih2aQ3apDVol9aCDAb9sr9DaIVgicLU8SlkwJRt6dzeHjEjGXhedAXPSsd3mIy14GHKIbSPGBdK4iof4EnOWSayrDUCbhkH0Cqtnegj9bNX1oIXBcfgXxRgqWmexxHgCHAEVgQCopKByp5sZtlN1t4PM4+JdBxn7Zx8+Tts8/4rfO7zYzbxfur5GnY+/VvcT/sO1T1GNW57cxdoTdFSah9SgnwM1EjGLD22mtfT24PG+iZWTjLajugqdxwN/TW2eP05qC+fef8lO3b7/yNuJ+1hanDxMDoG57QDCCtzhVwzMuNYSDPgm3kEkrEujKmHkdkYBJeMQxiQz+yEyRoZYI0Z1BhVDTGZY/IupBZfQ3jFCyh0xjCzERXOOP7yTdxN2Ye7Kfsnj9R9cEjcgfSmsul9thkZuIrAkjvGbo42wSXpGzRIjRjFVDjDPde4UyKlzg/Hwn4Dp5S9k/0b76tD4udIqMuasGWY3lmeIxYCcrkcxcXFXDMgFuC8nVWDgKhkILbaC596/hAb3P8MmzxeFfXY6vUX+NznryeObT4/ZpPvRvcfYLvPT+BdZodP9rwJpztOFl9eUecIjoTXo0u2sDjoQYHPsO/AVwjIc8Tx8Dexwf372Oz5+jhBEfTL+8eMHGwUGZ/3H/2fOBv5AaQKicXxs0xpOQJzTkGtn9SnZzcFwT3XEUqhVaFAQmNzENyyHKE1M84zFhhVdSKnJW26PYGiHQ/itqBhrIsVbO1OhV/+RTPDRUETM1wakJp3GuENwTM8n8zu7IiCS9pFyC2MIbj4OoJKjb8JAyMD36JpyKgJITLgkXeBCerqL8TT3DOQTzF6nGyFX60EBGgZ8I033uA2AyvhZfA+rCgERCUD8TW+2ObzV+zL3PQlLNaZJn8hGSANAU3G9FVO+ffS9yG5MBydncYJaOpbiqsdxMnIRoyoLMwYUwtbuJf0SlBRU4rwcjccfPGf2Oz5owmNgHm//hqfef/VhKZALHyInFyM3oghRZ+F3oMtIYz2psM9bT8kY93QmNbzoUdCiQuiasOh0ipYXZ1OjTG1DHK1DKW1j3En5SykShn78qclBRMv6Bspxm6/f4JPwXMMK43lSeOQVvMQjzOPYXRcHgxahJc6wjP/JiRjI0yuXE3nYWRUPUJKY5GgzwaoNGMYUw0gKuMAAqs8WF/UAmNEKqzTT/axtikANxOPQSI39lFBfTQAGq0CPrmn4Jl/ESqtCkQG7sTtQllvJ8MjqswJzhmHoWT9NCCh0gWPci6je0TYRxlyazwRX5sxZbeCoMv8UjQESDNQVFTENQOiIc4bWi0IiEoGmgcr2Bp5WJkLXpa7inLQmjy1dTnmUzbB0sRLE/EG9x+AVPL3U79DnaRQMLlZfnWPc7txNqYJepolFpmG5X1smeBY2JvY6vXnTEuwzfvHIO3F3sCfwTv3AiIqHi4an9g6dyQ0eM1JzovSu8hoDIVSa3n9v3mgFE6JO3A28ve4FvcZMlomt2j2D9fCMWEbIqqMrpwb2+NwI347HBN34nrspzgXRdb6u3A9biv8Cu9BPq5YkMob4FdwHkHFt2Ef/wUcE3biatxG+BU9xZBy2AxllXYMJfUBuBG/Ew4JO5nsa3Fb8Lz4CQbkAuNF7QhCC6/hWtw2XI76GBdjNuFGwnbE1z41k9felQKHBGObN+K24FzUx6yPN+K3wTPfEWqVgRENu/B3cTriHUTXvIRBMQq3lK9wLeFLNA9Wo7AlDGci3kZQyWOm3dDolKhuDoVDwh6j7MSdoD4GFNyHZFQ6QYLMOsJvOAIcgXEEDBgaaUVNbz7q+0rQP9pjlUCrtHIMjHVBa1jYR5oY0Gt0CvSPdUIj0KiK0e582xCVDMy3c7Ys75d/HVu8foRPPP6UkQBaI6/uyTFrYrbdBJfjW+CU1m5Wfj43pt0EesFmdplyEBEVbqAJZ5PHD/Hho+/h8Itfon3QNjsA2lptt5uAjD9JG6Az6CZ2EgjHrzdomdEj5dFWTrVOyQ6tXsvuaaKkPK1OY3FSND2nMrPRLWE5Kjs9GZiBKj2jvur0GtYu7XwQJoOgjxq9xqyPJq0H1dXpSQaNzVSf5KsmfCDQWMnYU5hopwW1bzpmG4+wHr9eegTW+26Cpr5cxFZ7Iq7GC9ktUdDKu9A1VLdg4MdGmtE53GC1vl7Zj7aB8tk/pgw6lNX74WbyV3CI/gj2CQcgs+LstaIznhkydyr6rfbBFgVqerKRWOuNhFofJNYHIaMpFAm1voiv8UFmUxgkox3TmmnozcSpl79Fw8jC549pQpcgY92QAe+8C/jA+f+BY9RXqOjKtAjlTH4GFBod7KIaEVG18B/cbH4GBsd6EF31BEdCfo39Qf9is62Fbm4PcfTIUYtj5ZkcgfWIwHr2M1DZGg6XDHsEFjkgqNgRrunf4XbUe3iUeWxWAj7b76Sl9gmCTbttZimolWTDO/PonO1+RvqycTflBIasmGgNK3qQ3xqDMYsfBrN0aAGPtDoFbid+Ded0ezwvuY2nKV+xj7eAktt4VnwLJ8N+g9ha32mSx5T9zAmZTDM67dlKylgXZIC+3uoGc3Hf/wqSU5JnxH8mD4S9I2ocCW9Adqu56npGQRYezMUDoWSkjXm2o7Mtks09ENqiU1wGR2AZEVivHgh7huvwMG0vGgcnbaLIDbdzym7cTf1m2htRaEYglfeyw5IdEWnohhQSlFbcR0CRA6RyyfjRgzH15KRHGkOZcgA9bVHwyDjMdiIZy/ZCppTOuAzQ152MeyknZyQDOq2C9U2mmjmCLC0tShV9E0vA5FJ9UN4DuWbmHWFjykEMynsnbKcMBj1oC7hcI4daOwL37OtoH1+V1Pdm4lHG8QnsfHLtEF/nPXGvJ4zkEpAG2JJ2UKdTMtlqnQoMT7kEGr1xuWNU2Y9hheVt7DQO07uhXVi2SuuCDGD8VSTEJiMmOnZG7GYiAzUSOb55UYeOYSs0dUbJwFzIgKm6rWKtczJgQpSfOQJGBNYrGeiSVuJBypco78k2+ykoBooRU/nQbLKq68mCfcI23EjYwex47BO2I7zCDcMqo4EwCWiQ5OJeyte4EPYm85NyM+lL0HE9fiuiq0Ng8u1FjsA8c07hWuQHOPLiP+GYuIuVs0/4HJ559jMuA1gjA/1dKca+xW3BxahP0SQV2A2Nj7CsMxrXoj6CZ+455LdG4WYS2fBsxY2E3ajpM3dlThNyc2s4XFO+xtX4bbgdv4MtA/jkn8fpiLeR1JAAlVYD1zQ7VEmMy4Kyjli4ph2ECZUnmUeRUD/piVUmycHtpC9hH/cZzkV8hOq+XjPs+/rycTVmEy7HbcGjzMPMvupJ3h1UN0bCOelrnIv+EAm1fhP+X2ipMqHqEa7EboF9wk7YJ3yB28m7UdCebHG3llljc7hZJ2TAiERMTCxiYiYN36biMxMZSGkcwo6AqqnF53U/HzIwL8GzFOZkYBZw+KN1icB6JQPkkbOw1huX4z/D85I7eFnugsS6ADMSQD8IzWgrXJL3ILstYeL3odTIEFl0FSHFT0AGe6ZEbtmb6jwRVu7CXLTTvdFVu/l3MOUpJVnwzzkNlZ5shib/M8maerZGBqg8kyJvh2viHlRILG+J1vXn4/LL3+FB1jH0jnawOun1PnBKPQqp0vRVbUB54zPmx6RrrNsoVzOEpMKr+PbZz5HeHMa6p9WrkNEYhZ5R49f7VDJQ2pGK9ikfjKyPqn48SvoKeZ3TfdjU92bjwPN/QUiFGwjnJ6lf4Xj4JnTJhlHfm4YrcZ+ie1xT3NAWDafkr9AiiHfSNVQF//TDyG7JmgrhvO/XGRmImZUMXLhwAXfvjnubE0BJ2wq3+lUKcuZ/GRISAjs7OyiVloze5i9vLjUeP36MkydPzqUoL8MRWBcINDU14eOPPwZtMVyPiYz4wtlOLpfxcN+HUd49aUOVXemCqKrH06ExqOGbdRAVvUbHaaYCLXXeeFn+wHQ741ndl4OAnDPQzNEPx1zIAGtM2Y2HyftR2Wd5S7S2Pw/3E3egS2C8N6YcgEvaVxNaEpmiG0FZR9AwOOWDT6/G/aRdE2Rg6uBMZMDqL0kjhXvKNyjoapkqAqSFcUzcjsHxJYGkoisIq4pn5XqGqnEzaQdahhqg1soRnHMcFb1502TIh4vxIO0oRqwYW06rOCWDkwEBILdv34a7u3F7nCmbdhK65XTBIWVx6/ikkbC3t4dKtfClBlOf5nr29/fH9evX51qcl+MIrHkE2trasGfPHigUJuXumh8yG6BWp4RGP/XfHgNKGvzwOMtuPLgX8DDzCE6Fv4ubiUa1v0n975j0JU6F/x657ebq9eY6L4SVu1oFUSXJZpoBocOy2SrNmQwoOmclA+q+XATlnTfGKxlvcEjehTtJO1HUaQxa1zJQDJdMewwpzWdT0m8EFlxExrhmYGp/50wG1AMzkoHangy2lNA7ZlxCiC+8hOflxkirXdIKRgY6hpsxppKybd2XYzezZRbTe6Ezbce+GvcdeiZNNaZ2dU73nAwIYFKr1dBozLeJUUyC60mt8C82X+8RVJvTpVarBckXM9FYxCQfYo6Nt8URWAgCer2eaedsZZezkD7Ysk7LQCWCihyZQdlscstqPRBSGTS9iLYXrmmH0TeusEwov4tnJU7MLTkZCJoOMsTTWviqb67zRESl23S5U3JUvVkIzD0LHUxbdKcUmHJrSzLgn2MH1YSTNIDIgFPyLhR3ZbBWB0db4Zt1DG3DU9X4eril7kdaU+iU3hlvbUUGbiXtQu+YMQCeJTLQNtwIlWYU3pkHkd2egDG1dOK90PsZnljusNjNOWdyMmAFqhGVFl89r0Vqo2l9yUoF/pgjwBHgCIiAQPNABU6G/Q4fPv6/4Jx2kFmmz9RscbUrvg56D3lt5lE1c2qe4HlxIEyfKarRNjzKOIj8LqFXT6PUstZoNA2aW7jX17nDLWtS+0hW8WSQWNVba9YVVX8e7iZ+DalAOZHV9BwZTfEWjd9oa6Fz6mkoTZaIZtIEN1opHqd8i3rpDMp6aRmC8ozxQ0y1KILpvZTdqOwtGM/SoaD6MbzyL4J8jphSaZ03jgT/OzJaIkxZZmd1dwrc0g9Ps7swK0Q3BiU8U79DWe90u4bm/gLcSd6NIZVxp1pcwQWEVsYxEV3ScqYZ6JIZtdKNHXFwzjqOTpnUvAnNEDIbozG8yBVoTgYEsD579gxRUVGCHGBQrsUn3uVo6F+cWjE3Nxd+fn6iagcSExPx9Km55z2zwfEbjsA6Q6C3txeOjo6rXmNW31eEwyG/Yt5LN3r8ADue/neUdxnV3pZeaUWtLxzSP8e9zH1wSv4azmnf4W7qbnjn+0KqMDf4a+4vQkDWedxO2Qfn9AOs7P3k3fDLc0H7sPlH0chYG0Jy7eGQuB/3Ur/BzaTdeJR1Ak0D5uvjeo0M2ZUesI8/jHup3+Je6n7cTtmD4o6cCRW+pK8ALukHWfC423FbcCD4V7iTchB3U/fDt8ARUqWxnzp5F/xyL+Bu6rdwob3+z/8D1+K/ZvUoCF7jgHHSre5OhFPsZhwO/nd45l1Av7wHUPXDK+sE9gX9T1yJ24qaPuNEO6YeQkS5E+6l7mPt3U/9Cv75rnBOP4TsVnMy0NSRyLZj3ondhEPBv8Cd1G/gk3+ZbaGcwF7Vj+cF15gsl9SvcST4P3A5bjfDksbY0N8B6WA1HOK3YV/Qz/Ag6yxGFBqklNjjYMi7SG54ge6hGpyLfBuOSV8x3HUGLUpbQuGWegJ3UvbDJf0Aw/xB8l5EVcVxm4EJ8OdwQev2s+0mcHBwwMOHD80kUbTC99zLZtwPa1Z4lpvIyEjQbgUxDQh9fX1x+fLlWXrFH3EE1hcCra2t2LFjx6o2ICzpTMGB5/8OCmbGoq/6/S0iKx9COcv+eaVqGCqDAkNKCXO/Xi8pRK2kAGNqy5/eKtUge14vKQKVrZMUQaG1XFarGUa9pAB1kgI09ZdBZ2E5wfgr06FloIS1T/JGxr+GTb9ApWoQ1B65h2/oL2ehwBv66L4ALYPVUI97HDboFGgdKDeOo68EbdJaNPUXj98XY1Rt/ESWKXpR11eClsFKtAxUQKVTADoV2gYr0SqtZn2VqSZ9DpBX0mYml8ZSBKXWgJBie6Q2PjN1kZ1H5b2sTw0D5SycOo2dtDQmz6WskE6F9sFKI4Z9xayPzf0lDEsa44hKDrVahuZ+klHNxqfR6aFQSdHUX4LekXbm2bRX1oym/nLINSbdDdAna5p4N4RN86C5Fsass/O44ZoBAVi0nkiHMCU1DOJAWL0wa0HXtEY5VfaCBM2jkqXxzKM6L8oRWHMI0N+hTrdy/dhbAzy/NRb7n/0cG91fZWRgp9/fIq3RemROa3L58+kIqDTDuJmwHcU9i9+2N136ysvhZMDKO3HN6sTVBHOVl5Uq/DFHgCPAEbA5AhlNIdgT8I8sjgmFgN8b8M/IbjZXYdu80fUkUNmDqNJ78Mq7CJ/8S3BN+xZxNb6YtCJY22BwMiB4v4GBgYiIMP/juhTXAo+8bkGphV3m5OSw9XsxdxTEx8fDx8dnYR3mtTgCaxABshkQe4uvLWCkQDi7/f8Bn3r8kB3fPPtXFLZPOgayRRvrXoZ6CMWt0UhteI60hucoHd96uF5wWTVkoL6+HhkZGaBAI5ZSX18fMjMzkZqaivT0dPT3Tw8qZM1m4MyZM7h165aZ+O3+1chZREwCk7DZAhWZytj67ObmhiNHjthaLJfHEVi1CNC/H++99x4oeuFqSBRXJaLcDV88/SmzD9jo/gMcCP4PVHWbR1xdDWPhfVzZCKwKMlBcXAya2Milr7OzM8rKysxQpXVA2gVABoDkgtfLywtkKDQ1RUdHIzl57oGKBuQafOpTCTIiXGzi7ogXnkLHaAAAIABJREFUi+BKqK9BYWs0EuoC0WchVOlie9g2WIGGgYrFiuH1Z0FgNbkjptDYwSV3sM37x9js+SPQroGjoW+gtjd/lhHyRxyBhSFA82ZNTc28Kr8yr9KLLEyOc8jCv7S0lEnKzs5mW/SEzoHIIIgGQtqD2RIRgfPnz4Os7Kk8EYjR0Um3TVNjE+S2ynAorB5D8rk5ypitbU4GZkNnHs8MamTV+uJJ9hlQWGqPnLPwyDmDx1knkNU6cxCqebQwS1E10hsC4BT1AWJqZl5+IQvgwMIrcM+2Y/3zzr800dcn2acQU+0JuXpkWjteWUfhJIiCNq0Az1g0AquFDGh1ajzNv4LPvP8Kmz1fxyb3V3Hy5e/QOtVl7qIR4QLWKwJdXV0ICgqCt7c3W04md/ktLfOzjxOVDAwNDbGv/fb2dvbO6urqQD73pdJJxwvk3e/q1atwcXHB/fv3QSp5S1v4EhISGLEoKipCQUEBY0FCD31TycCzUgkuxbdANcOWmvn8iDgZmA9as5Q16NDaV4T7qXvZ/t6Ctjjkt8UirzUK4dlHEVTyHJopO0JmkbagR401TxBjIW65SVhh60vcSDiNrJYYFLRFwDXqA9zPPgvqa0jJbVyM+Rg9o8bfs6kOnUfHw6cK8/i1bRFYDWRAqR1jBJdIACMCHj/EuaiP0TVseYnUtghxaesFAZlMxrTshYWFoDmRNOszLcPPhImoZGBgYIB9yXd2Gn1i09f/gwcPQPmmREFHkpKSQISBbAdIk0AT/9REywTkiGemRMyIHJKY0qmoRnjlL954kOSRQ6OjR4+K6hPd1dUVhw8fNg1nTZ1Taj0RVTMZO5wGp1d0Ijj9MMr7SibGSgE+qruzUNqZAtqf3dBv1DBNFBBcyMbaUNyRzMpV9eSwfb6Cx+OXepRX3EdsrR+77x5uRHVPDko6ktE+ZNRMFbWFw78ofKJqco4d4luMWouOwSrcTt6BnvFIZDDo0DNYgaL2JFRLCjAo7zf3aGbQo3OwEtW9BczlLO1VruzJZbK1yn4UtSeiTVo30Zbpom+kBaUdKSjtTGVjHxh3d2p6vl7PDQ0NeOedd1aszYBCMwK3jKPY5PHaOBF4Fdfjt6FnZH5fbOv1/fJxLxwBT0/Plb1MMDIyAjJsMNkA0JoGdZryTYm+7oVRyGg5gJYCpiZrBoREFlJSUlg1vcGAz/2rEFZhORrWVNnW7mmZIzw8fFrsA2v1FvM8KysLL18ag14sRs5KrBtX5YaXlebR1XTaUXgn70Jel3Ff8IhKCs+sY7iRtBtumcfglnkU91K+QnSNLxSClR+9QYuC1lA8TD4J5/QjeJh5HLcSd7H1WvrH2TwZyUBcnZEMpNW741DoL+CSfhhpTSGsaEFLCJ7k+MHoME2FuKxjiGo0hkFtlOTgfpod+sfGNVt6FfJrvXAv7QDso97H7ZSzUAq3wRs0yKz1xpGQX8Eu8j24ph+AfeIXeJp7B88zTsIp9VtcifkEtZLCiW42SPJxLXYznDOOsrE8yDgM1/RvUdZjbmszUWEdXZBhMWkWxdzVM1d4R5SDcEr5GrRtcAstDXj8kAWlGRjrmqsIXo4jsGAEVrwBITnOoTUNmqRNhoKkcqd80g7QEoFEImFLCbR0QGWoPG2rm5qskQFh+b5RNXY/q0Fem0yYza9XCAJEBkIrH8Jg0I8fOhTXPMa9zEsYVdFEq0VRjTt8C66Z7RNWqocQX3AFSfWREyMhz2NlHXEo666eyFNpRuCathf57ZNaBuNDIxlIbAgGlF0IKriKnHZzo5v+0TY09DeDzekGczIwpupH62AHNOa+rZjo3o5YuKRfhkJIBsZ79KzgIi7Ffoph1RAUI3U4/uK/EF1n9DP/ougSPPMuGUsqeuGXdQT57UZSO14dTZJMBGWdQ8vQdC2CqQw/Lx8CktF2OCTuBO0W2OL152znwP3Ub2eNN7B8veUtr0UEVjwZINA7OjqYdoA0AtRhYvfE7Omrt6enh31t01c3LQ9QmYCAADNNgenFWSMDtN3IpGHIbx/B0fAG9C42SPR446S9IGNFIitiJQrTKjSQFKtdMdqJr3qAY2FvwjFxFxyTduFG/DY2MQ/Ijb7TpWOdeJL2NQo6ktE30oYeWTM7+kY70dAZjltJBzEsCJpCrkMfZR6EfcIO9jV2K3kPToX/FmnNU7+m9aitfgyHxB24l7gDeZ3ZmNWkRG9OBmbDpqUlBC7pVyySgYCC8wgpd2HVDSP1cEs5gu7x3XHR5fcnyEBpcwjcs44yd6amMffIWiCVd+NF/nEEl1mOwDZbv9bSMzI2Hh4eFvXv0Bp+tARwJW4LPnH/M2z2IjuBH+Fh1nEWOdBaXf6cI2ArBFYFGaDBkkEgLQ2YDP5oUqU8k2tRuqeJj8qQtsBSskYGLly4ACcnJ1Y1sX4IRyMaMKKy8JlmSbiVvBcvXuDUqVMWDRutVF3w40ePHuHEiRMLrr+SK5JmILDkNoYUfeOHBCrdpK+wXlkjTke+g+vxn+NO8l6zwz5xGx5n34J0fMdoc38Gzoa/h8TGkPHQoH2QKQfxvOgSUhunRm8zoLziLo6GvYUHyV+heCLy2Qxo2YgMBBZcQHDZfdaIVlYL56Rv0TIepiyyzAle+cYYFHHV7jgW9gZuJ+8xGzNhcC1+CxLqjPYGM/R2zWc3NTXho48+miD9yz3gNmkNzkS+zwIOEQkgrYBP3qVZ4wwsd595+2sTgVVDBmwBvzUyQEsL5NiI0pPcbhyPtJ31bnl5OcgmQbgl0hZjmk0GRUqcGoVxtvIr4RkFOumzYGk/tW/x1Y8QUe0xNXvifkwlRXDuaZRLiifyLF3QMoN3rh1eVj6a8tiAJ5kHkNI0vX5FpTMSG14AqkFE5JxC1myeygxaxGcdR3TTpEHhlIYmbttaw+CafhUqC0sIQYUXEVzuzMoaycB3aJMZyQ+RAe+CK+xZa08mnuaeg0DpMSGfX4AtLdIy4kqwGajvK8bJ8LfHicDrjAgEFd+cwXCVvz2OwNIiwMmABXxpK+HleNu4IbYgnmdZQECn14Jcrn4d+D/xIOMIFLNEYKM92OFld/Cs9B7UWgU7qP7U1NqThTup+1DWXQu1Tjlx9Pfn40WJ17hmwIDc8lu4k2KHfrkCKq0CvSPVcErehS98/zuSGvMglK3RKVBQ4oDo8Z0MmtFWhGYdZ8sR1AYZnhqTARqdCioKjZr2LUJrA5hsciQjTHq9luXTOOoa/HEn+QyGVcZ+mKKgafVqeOecwNMie2j1WmhlNbgTvwd1A0PQG/QIL7mJR9l20JBmxKBDVOkteBTcxIBicszUt/w6HyQ35JvvVhB2hl+LhgDtVjGFICaNwOc+f42XZS5mvzXROsMb4gjQB/CTJ6itnV8ERFG3FtryLVnTDJBPg5ERGUbVOthFNyG2ZnL74mL7QbYIJgPHxcqaa31aMhH6Y5hrPbHLSUbacD/1O+ZgZYP791k0tuS6QMvdIIO80ruwi3gP56I/hkPCF+zIbYueVp6m5Z7+QjxOO4Zr8duYfcGNhM/hnPINSroaJkKiQjOCtOI7OB+9FTfit+Nm0k5kNj/Di+LrOBu5EamNpnV2FYIKr+BCxO+R02psb1Tdg3sJn+Pky7dxL/UQ2ofHDU41Q3iefwnX4j7DxYjf43z0BtxI2I6kevNxNXXEs3yHhJ24FrMJpyM+gEPiLlyP/ww+BU7QqoCUShecePlbnAr/HeLqoqGTS3E3YTtuJH6FtqF6ZDcG4eTLNxFc5gWNAVBqR1Bc548b8V8a8UnciWtxW+Cffw89o4PTcFpPGSaDYzFtd6biW9gWj++e/39s18CnHq9hu+/fMEdU4DRtKlT8XkQEOBkQgH3t2jV4PHJD15gB+0Pq0WoDN8Qm8WTsSDYJlpwhmcrY+kxeFs+dO2drsTaVl9cajWOhv8EGZkX9OrOm3hf0v5A5MQFPbc7ANAH0BU9f0+TJjw7TV/TU0nSv1SknylFZldaSe2kDFBoZK6fUyCfEKDWj7AvfmGGASiuHUquAYfwfblpmUJEGQCuHQjNqphmgPNaeTgXyd2Dsp7kCX6dXT/SN5Gp0StB2RipL99SMho1VadSC6IxxzXV6DahvOoOO9UWtVU4bl0kOyZKrZdBNaC0mhrfuLsjD2tatW5fNZiC7ORz0+6btg3R88fRvkVr/bN29Bz7glYcAJwOCd3Lp0iV4uLmiok+DT32rBE8WfxkaGgoKhCQmGaCXS46UVmKSynuZu1X6x/BTT6ODFfpKckz8EmQ3wBNHYCkQIAPCDRs2LAsZyGh8gT0B/wT6ndNv/quA/xfZc7AlWQocuEyOwFQEOBkQIEIujR89cEVMwygOv7Sd8SA1wd0RTwJd2ZWJC9EbmBaA1kvJuQrFaQ8rd8GYmvt1mESKX9kageVyR0z2MDv9/o6RACIDZBtD7ql54gisFAQ4GRC8iWtXr7KoiI8K+vE41zZuiE3iORkAU6OHlblgj/8/GddLPV9jblfPRX2E8q50E1T8zBFYMgTEJgNkm/Cy3BXbfX7CiMBG91fxXfB/oIz/3pfsHXPBC0OAkwEBbtevXvn/2zvT6KiqZY/70a9+uW8p3uv1Io7vOTxd4oAziKIiKDNE8OJVxIEwCD7GMMpoiMpMCAECATJAAmEGSUJImCFBZhkCEZmSMAeC9dZvh9N0utNN0n26SSdVa3W6c4Z99v6fc/b+76raVfJj1E/y/fJ8WbbXXkcryMCAAQOCaiaIjo6Wfv36ObXwzv08eu4348BH4pV2N7UBOE7FZkdI0ZXTd65ieuVahQBkoHXr1kExE7AKJHFH1K3MgzPul57Jb5lcFrUKdG1sSCCgZMDpNg0bEiHDR4+TNvP2y8GzFTmZOR1cxZ93KuhQ7969q1hTew9nZrR67xz5NqGBMCtqP/NBaRl9r/RKbiQ4D6ooAsFEAJ+B5s2bB5wMXC+9JnM3jzARBdvFPGhMYaQg/v3MrmA2V6+lCFQaASUDTlCR9TA+Y7d0mHsrRr3Tbr9+kkeBZEvkVAiWEKq5qvmp7awbSwYnZ/aWsNiHjH8AmdjCZtWTCendpaD4dzsvpWUpApVCAAdekp0F8j1kVUlM9iCTdbDMJ+Z+iUj7WPILq7aGu1IN0oMUAZsQUDLgAuSKw1dkwLJD1Sp2uUsVq/2/LLfbcmyl9Fn0jvENwDRAApZvFzaQlXtiNbBKtb+DWkFfEcABdkpmb/PcYw7juR++vL2cKDrka5F6niIQFASUDDjBvHP7VvloVLIk5toXbMgqHlvlpk2bHLkUrO2B/GYGlJOTE8hLuJWN/T9u83ATvQ+vaWZGLKMas+pTVZG6oaUbgo1AcXGxyWjqKX+JP/UhnwUpiMtiZjxoiMC4Nf+R0xeO+1OsnqsIBAUBJQNOMA8fNlTuatBd9hTar8qPj4+X7t27C5kEgyW//PKLdOvWLViXk90FWTJ0eZuyWdHMsnzsn819UpJ2/CQXrxYFrR56IUXAEwIHDhyQxo0bCxlK7RQyQ5JBE78YfAT4/mV9Nym+Yv/Ews56a1mKgIWAkgELCRFJzzsqbWdskZMX3ePcOx3m009CHRcUFATUVulaMfwUTpw44brZ9v+JBsjyKdZOE04YTQCfQUs/ll0nyhI/2X5RLVAR8AEBEhShpbPTZ+B40QFDgltOv8+hCZuyoY+J+uhDFfUUReCOIKBkwAn2+J1nZGz6CSkptV8z4HSZGvXzWOE++XHtF9LWRBEsCyDUafZjEpM9UIp1yWCNutfaGHcEjp7dI/1Tm5p8Gu1i/iltYh6Q2JwIk3zK/WjdoghUXwSUDDjdm4Erj0rkWhx9rMxzTjv9/Il6MjMzUwJhq/RUtdzcXEdKZk/H+LqdbHnr9s83ToHEWCcPe6vo+6T3okaSfXipr8XqeYpAQBEoKiqS1NRUW1KJ7z+1Vf5v8Xtm2SCmgXYz/ynzt45xymUR0KZo4YqArQgoGbgJ5+VSkaaRK2TsgrUBIQPz58+Xnj17BtVnYOLEicZPwdYnRkROXciXqRt6S9ish01HiJMgZGBSZi8pKFavabvx1vLsQwBS3qRJE799BnILMqVH4uvGSZDVMkQYTN75s5CSWkURCEUElAzcvGt7C0X+q1WE/DJjTkDuY00JR0w8dYKnkE+A1QIsnfpmwYtmyaC3zIEBAVULVQSqiIAd4Yi35a+Rrxe8WPYOxDxgUhAvzZtexZro4YpA9UJAycDN+7E2/7rc9UyYxEydFJA7FOpkoOjyaYnfOkr+PecJRyfIjGjkqo6y/9S2gGCmhSoCdiPgLxnYeHiJdF1Qvyzz4Ix/yL/jnpC1++PtrqaWpwgEHQElAyImz/vsvEvyt4afy9zoyQG5CaFMBvaczJGhy9s6lgyiDbCWDF4qOR8QvLRQRSAQCPhDBtIPJsh/5j5Vtlpmxj+kS/xzsv7AwkBUU8tUBIKOgJIBETlz6Zr0XXtaXm73rUyd8FNAbkJCQoJ8//33QU1UNGXKFPEnN0HpjeuSmjdFvpzPksE6JrwqpoGBS5tLri4ZDMhzooUGFoGDBw9Ks2bNquwzQH6NjrPLMg+2ifm7dJ3/vGzS3BqBvVlaelARUDIgIgfPXJa2Cw5LxNifJWF+YFR+a9asMemRr169GrQbnJycLD/95Bu5yS/cJ5FruxjHQPwDWs2oI5/OeVxicwZL4eVTQWuDXkgRsBOB48ePS69evSpNykm0lZI7WTrNftRoBHgPwklBfPxXO6ulZSkCdxwBJQMi8uvBQukYgOREd/zu+lCBG3+VSvqBBOmZ9FbZ2umZZXkFeiU3lKzDqT6UqKcoAqGJQEnpVUncPt6kIDZLZ2fUke+SG0leQWZoNkhrrQh4QUDJgIgMSDskybk62yWG+vSsvtJ+5r+MgxQOgnSCE9aHy4mig14eI92lCIQ2AmcvFsiZi7eidV4rvSpxm0cIJgGCCWEm65vyvvx+Jje0G6q1VwQ8IFDrycDxoqvScPJ2uXLthsyIni7z5s3zAJV/m9euXSsTJkyQYJoJcFokP4GrbM1fI3tPbiq3eXv+GulHJLXoOkYdimmA5VMr98zWaGrlkNJ/QhkBzAT40ZDK2FkWbBsnI1Z0kAtXC83zHp3V72YKYojAfTI4rZUQdlhFEaipCNR6MhC5/piEL9pv7u/UKZMlLi4uIPd69erVxn4fTDKQmJgoUVFR5dpTUnpF+qV+IP1S3pcr1y4KudfnbRkpneP+xywZhAS0jvm7jFrVSQ6e3lHuXP1HEQh1BPLz86VHjx7lyADLZvssfkdaTL9XJmX0lEkZPYw2oK0xkd0vI1aGSYGmIA71W6/1vw0CtZoMnL9aKmFxebLhcO3JqMdMvwNmgJgHZEJ6uIxf28UkV8EkgFbg83nPSML2SEMUbvPs6G5FoEYgsPXYamk381/SIbauCSmMWaBD7EOGHI9e3VnOXvqjRrRTG6EIeEOgVpOBdQfOSdfEvXL20jVvGNWYfecu/SF9Uz4w9s9PZj1sBn/yCrSPrWtiCAxY0kxyCzTLYI254dqQSiEwIb27MQnwTnwyq56ExdYzvjKTM3pJ8ZWzlSpDD1IEQh2BWk0Ghq86LMNXHXHcw2nTpkl8fGCWFq5bt07IFRBMMwE+A/gpWLIkd6pxDAyb9ZCUdXwPmxkQJoI5m4YJ6lIVRaAmI4DPgHO8j1PnjxnfGLQB1jsBISCexoJtY2syFNo2RaAcArWWDJw8XyJdE/bKxiPFDkAGDhwokZGRjv/t/HHngg59Z5px8vwRCU941ZgHnDs9kgxFpLWU66UldjbX2GSvXasdGhdbgfOhMNbCX7p0yYcza98pVtAhC6+03dMNIcZEcOu9eNixoiZ+6+hyDrSlpaVBTTZW++5Q+RYzeSopsbdvKn8F/c9CoNaSgdTdp6XtrDy5WFJqYSHDhg2r0PvecYAfP+5UOOKBAwaaWiduj5RW0febDi/spio0LPYhYyPFPpq2O9qP1rmfumLFCtm3b5/7Dt1iOwKXL18WyCYDlYp3BKxwxFevXJXrN0rMCgJWC/AutJ9Z1/jP4EgIMeif2tQsL7xYcsun6I8//pDFixd7v4jutQ2B9evXy44d6shsG6BeCqpRZKCgoEB42T3NSJctS5P0NSvkcPENeXvKDknYWT62QE0kA4MHDZH84r3SZf7/Ssvp9zniBxBLgNkQJgO0A/2XfChoD+ySmJgY2bx5s13FaTleELh48aKMHTtWrl/X9LleYDK7LDLw1zWR3/7Mks5x/y0tou81mgDyDgxf3l4W7Zoou05kVOg4ePjw4YBNGG5X99q4n9TvLMtWCTwCNYYMbNiwQaZOnSozZ840dn/XdcRAuW7lcomas0g+W3JSFu+74IbuqFGjTBluO2zYsGzZMhk6dKgNJVW+iLi4uTJ86AhZfGC8dFv8gnyf1kiGrPpYpub0kKTdkZJxdKHsO7tRCq8VyMW/7HWUIl5DXl5e5SurR/qMAGaCiuJJ+FxgDT6RmX1YhzDTwpWHoiV88csyJaenbD6xVIquFYiId0J18uRJwbdIJTgIpKSkyMaNG4NzsVp+lRkzZshvv/1WJRTuqtLRQTi4qKjI2Pp50dEK8LJu377d7cqxq7fJXS3GyXdTUyR7Q4ZkZmZIenq6+UAm2rVrJ126dJHMzEzHdmu/P9+UFxERIa1atRLiDWRk3LquP+V6O5f2dO/eQ5p/9KFMTRol0xLGScryhbJ+/a+mbZkZGyQrc6Ns3JAjOVmbJTtrk2Rm2NduiA/EzFsddV/Zs+cvDqtWrZI+ffrIr7+W3Vt/y6up5/PeQVLrP19fli1fKnNSJkvysnjJSM+QrA3Z5h3YuCHb63tA7I7+/fvrc32z3wz0szJ69GiZPHmy4h1gvDHH/PDDD3Lo0CG3cdPbhmpHBmAz0dHRcuPGDVPv5cuXC4zSVdL2n5eRSdmyZFGiJCYkGDsrtlY+2PTJ8geRSEpKKrfPOsbXb8pjYOShXrhwoa1le6oT7QETrpmyKFVSklMlOWmxJCUmS1JikiTySUiUBPMpj4WnMquyHfxJlFSVc/RY3+9DamqqYu3yTrs+TwzkkAGSdy1YsEAWJS02H/M+VPI94F3m2XYtW//3/dn1hh3+GfRl3o7Rff5jz/vAireqrnardmQgNzdXsC1ZDlQ4r/G/iiKgCCgCioAioAgEBoFqRwZ2794ts2fPdmgGVq5caWalgWm+lqoIKAKKgCKgCCgC1Y4M/Pnnn8ZnwFo7PGvWLNm0qXwiHr1tioAioAgoAoqAImAfAtWODNA0bKYsZ8MmzxKJ4uJbwYTsa7qWpAgoAoqAIqAIKAIgUC3JAI4PBLnBZFBYWKh3ShFQBBQBRUARUAQCiEC1JAMBbK8WrQgoAoqAIqAIKAIuCIQkGSA6m5oOXO5kgP614rcTJheNDUFxVAKDgGvcdqIRVhRwKzBXr12lEsPEWrFEy8GeZ5yPp6intQshe1p7/vx5t/wP4K79tz34OpfCcnw06c59NNus55q+xFqy73ye9TvkyMCxY8dkzpw5xqeAGASuHajVMP32HwFeWjAeM2aM/PjjjwZzNdv4j6trCbygS5culezsbMcuAk3hNxMbG2vMZY4d+sNvBE6dOiVxcXFy5swZUxb/E8dj3Lhx5llfs2ZNuQ7V7wvWwgJwACeGAw7gPMdW5EGiPs6dO9dswzeMgUrFfwQIzc0qPOtz4sQJUyjxBghvTv9NVF8c9D1JSJEBOk0cCokCmJ+fL5MmTZJt27Z5aptu9xMBOkvwJi8BePOA6azJT1BdTmeGRCCWr776yhAvdhMz/+eff5ajR4+a6JuEJ75wwT3ktktR+u9tEKD/ICob2IaHhzs6xpycHDNo0aGCuUUSblOc7vaCAMSWwG+kmSaQHMGhiCpLoCgit9Kf0LdAelX8Q4BJG4HwWIZPHw0JIzbPuXPnzHOdlZVl8OZeeAtEFFJkgIbyIqM+RUh6QRQxb6oP/2Cu3WejhSHHAy/2zp07HbjXblTsbT1BtmDvzKAIsIXQWVqBtnjRmVlxnIp/CNAREuaZUMZRUVGm46REOk8GJiYWBw4c8O8ierZBAA0AGhcE9fTEiRMF0sXs9PTp02Y7g1R8fLxOMAwavv/BbH7kyBGHlpzJG+SA8RKNAJNnskXezjQTUmQAVo8axIpBAKtEjaqzVd8fJG9nki9+5MiRJs0rnSVMX80E3hDzfR/hdTHJIOQn4INgBoMo8EKr2IMAdmxmqnSWCKG20b4QChdTATMsSJiKPQgQhhizjGXiZcaKbN261ZAwNRXYgzOlnD171jzbEAJIF/kgeL6ZUPCMW0SsoiuGFBlAjUfHaGkGIAOQA033WtGt9X8bqmnrxaU0yIAOSv7jWlEJxNRwJgOWlgCiyzPOLErFHgR4pp01A3SQlu8RmoHx48d77TTtqUXNL4V+2cqrwqwUTQGTN6tPgQwwSCkZsOdZwAyA6ZyJBNpyNDLOJi+wtiYZFV0xpMgADeMlJrMhkpaWZj7O3pMVNVK3+YYA9lPiPVhCWkxUrCr2IwAZIDU2AsYQAAQygFamqhnIzMn6p0IELDJQUECaYzEqVKtPsfw1vDlaVViobiyHAM8tM1I+ljCJQyNj4Y55jP2qhbEQ8v0bHwycYJ0z/IIzsXoswfEerZcnCSkyQCOsTIGEKMZ/QDtJT7fW/+04/qA2BWsYJZoB1FAq9iPAi4o6FWEgwsaKFgbCCwlT7Zd9mPMMY/6iA0Uw0TBrsmytrOxQPyTf8WZyBobdu3c3gw/klmcZEyPbWU1An4LaOi8vz/cL6ZkGAczmpCzGvwuc8YvBxwgtFz4DaBVJa0yfghOnJwk5MoC9DwcrlqXog+Tpttq3HcdBsGZQQg2lEhgE9uzZI/hoWMJvOk60Bd7sfNbx+l15BFCfMhjRlyDMWHFGXrJkielIvXlcV/4qtfdIyAAzVEwEOHiTUheiC8l/KqSeAAAHC0lEQVRFY4BGgD7FeRZbe9Hyv+WYYFgOC9YQW5yPIWBMIPbu3Wuea/oStF7eJOTIgLfG6D5FQBFQBBQBRUARqDoCSgaqjpmeoQgoAoqAIqAI1CgElAzUqNupjVEEFAFFQBFQBKqOgJKBqmOmZygCioAioAgoAjUKASUDNep2amMUAUVAEVAEFIGqI6BkoOqY6RmKQNAQwDObVRysF2apJ0tpif3A//v37zc5C4jshpd2oITlSISXrW6Cd7q1IqCiuoGTLsmsCBndpgi4I6BkwB0T3aIIVBsECMjCGuK3335bmjRpIs8884y8/vrr5neHDh1MoheSHFmBXOyuOFEoe/bs6YiOaHf5/pRHuwlz60mGDRtm4gd42q/bFQFF4BYCSgZuYaG/FIFqhwCaAYKHkCyKtcOPPvqoIQckfSGxDgF0+GbtvCWc4yyeAuhwnKd91vkMtgy6VshYjvd0DsTF9dqU4+06nqLPVVSOVSfrnPfee8+EDra2u2oBiNXQrFkzk4nQOka/FQFFoGIElAxUjItuVQSqJQKvvPKKI2wxFUSFT5QxAueQEY6IkWFhYfLOO++YYCPTpk2Txo0by6effurQHjCYEiP+ww8/lA8++MBElqzIzIBWoGPHjiYfCNfinI8//liaNm1qCImVI4Tjhg4dKgzOrVq1ctQP0gCZYEBmHxHQrIA+RPv75JNPjMbjm2++EfKOIEQVJTcAWo+33nrLRF+0yAcR7Pr372/OYdb/4osvmuxshBIeMmSIvP/++6Z+RCmFGHDe119/bfK5m8L1jyKgCHhEQMmAR2h0hyJQvRBgIH3ppZfKxXsnQuRTTz1lEpJYZgQidPbr10/q1KljBk+i6zGwDhw40DSIZF+NGjUymoZdu3aZQXTChAluM372NWzY0PgokBTsySefNL4KRP5s3bq1iQTKDB4zAgM7PgzEPn/ttddMymsi0NWvX99EmyNE6htvvGHSBUNgXnjhBTNIcw3C1jKQY//HBMI5JG2CPDzyyCOOSHXdunWTli1bypYtWwxpuOeee2TevHmGiEBsIAtEu4NIWKGGyevAPletQfW6s1obReDOI6Bk4M7fA62BIlApBCoiAwymzz77rMkIxwx87NixpiwGbPwLcC5ExowZI507dzbmBGbvfBhwCXfcqVMnefPNN93ynZOPgtk3GgAyzGGiQANAOFlCm2I6wFcBkhAREWHCJxO2mgG9R48e8tlnn8mgQYMcbSNeOmGX0WCgubAER8BXX33V5L9o3ry5GeitfRALwqySXAiSAKmw5N133zWaA5LfPP3004Y8UE9SE1saCMK00gauoaIIKAKeEVAy4Bkb3aMIVCsEPJGB5557zpCBjz76yAy0VBqNAVoEK58EpoQvv/zSaBBQ2TMTxzERbUHfvn2Nap6EJ84CWXj55ZcdJAHigEaA6zEQE98ff4YnnnjClD148GBT3oABA4xpgfowu3eVESNGSJs2bRybmdFDZBj0ISmYIyyBWKBhYKYPGaBdllAGxAJSwnUgGJCCL774whACjoO40IZAOVhaddFvRSDUEVAyEOp3UOtfaxCoDBkgnzmyY8cOMyO21OX4EjBIMuC3aNHCqPYt4NLT043pwVWVzkDKrJpESSzTw/yAMHgz0KOOx4GRATghIcEqzgzeEIXPP/9cUO1bQopVPgz2+D5YvgAQCgZ6TBGUS5ZGSyADJF8hGQt1sVLi4vfAPswbZGSzkpahfahXr57xg6AMCE2DBg1Mna0y9VsRUATcEVAy4I6JblEEqiUCrBh4/PHHJT4+3lE/VhLUrVvXxAHAvo8GAMGu/thjjzk86XG4Y9aNjX/FihXy/PPPm5Sn2NSZOZNO1lXIeIZvAddgRm6dM3v2bOOUiHoeIR0wan4GerQN+ANwDisgKBtNQGRkpBnwIRQ4HKKZwIxAWmzICSYMyAHaDGdtAkTD0hTgXMh1OAftw913322IA9oByAVpiLkOx5DKFcEZ0VkLYTbqH0VAEXBDQMmAGyS6QRGonggwG8b5j1m6JadOnTKDIDN+ZtAMwgg2cgZRKygPSxFJY2rNxhmUcfzr2rWr8fivaDUB5KNLly4SFRVlysQ5kJk+3v/Uw1riR5kQBLaHh4ebdMBW/dA6cB32MUu35MiRI4JZge0M2GgYEIiOsymA1QgEW0IgMlyXcyAEaBDwQSgpKTFEhLZwLcuvgDbhD+GsaTAF6R9FQBFwQ0DJgBskukERUAQsBNAiMGsPRZt7VlaW0TpYhMhqk34rAoqAOwJKBtwx0S2KgCJwEwFm45gBsMuHmmD6cNZGhFr9tb6KQDARUDIQTLT1WopACCIAIXB1LgyFZmA+UFEEFIHKIaBkoHI46VGKgCKgCCgCikCNRUDJQI29tdowRUARUAQUAUWgcgj8P1hHtz5pSDAZAAAAAElFTkSuQmCC)" ] }, { "cell_type": "markdown", "metadata": { "id": "p3mBT3TGevg8", "colab_type": "text" }, "source": [ "## Exercício 01\n", "\n", "Para cada um dos sistemas de segunda ordem abaixo, encontre $\\zeta$, $\\omega_n$, $t_s$, $t_p$, $t_r$, $M_p$.\n", "\n", "1. $G_1(s) = \\frac{16}{s^2+3s+16}$\n", "\n", "2. $G_2(s) = \\frac{0.04}{s^2+0.02s+0.04}$\n", "\n", "3. $G_3(s) = \\frac{1.05 \\times 10^7}{s^2+1.6 \\times 10^3s+1.05 \\times 10^7}$\n", "\n", "Abaixo você encontra a solução do item 01. Faça os outros." ] }, { "cell_type": "code", "metadata": { "id": "NZk-21rFcAJL", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 486 }, "outputId": "b7918540-3ada-41b9-ec38-3220502d0039" }, "source": [ "num=np.array([16])\n", "den=np.array([1, 3, 16])\n", "G_1 = control.tf(num, den)\n", "\n", "#Função de transferência\n", "print('Função de transferência:')\n", "print(G_1)\n", "\n", "#Parâmetros básicos do sistema de segunda ordem\n", "print('Parâmetros básicos do sistema de segunda ordem:')\n", "omega_n=np.sqrt(den[2]/den[0])\n", "K=(num[0]/omega_n**2)/den[0]\n", "zeta = (den[1]/(2*omega_n))/den[0]\n", "print('Fator de amplificação: {:6.3f}, Fator de amortecimento: {:6.3f}, Frequência natural: {:6.3f}'.format(K,zeta,omega_n))\n", "[z,p,k]=control.tf2zpk(num1,den1)\n", "print('zeros =',z)\n", "print('polos =',p)\n", "print('k =',k)\n", "control.pzmap(G_1);" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Função de transferência:\n", "\n", " 16\n", "--------------\n", "s^2 + 3 s + 16\n", "\n", "Parâmetros básicos do sistema de segunda ordem:\n", "Fator de amplificação: 1.000, Fator de amortecimento: 0.375, Frequência natural: 4.000\n", "zeros = []\n", "polos = [-1.5+3.70809924j -1.5-3.70809924j]\n", "k = 16.0\n" ], "name": "stdout" }, { "output_type": "display_data", "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYAAAAEWCAYAAABv+EDhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAWJ0lEQVR4nO3de5RlZX3m8e/DRTEBZCm9gtI0rUYzIngZK0QxMy14GRSU7nYYIuNtdE1HJzFlDy7UIRN1Eme5orHtiBmnxwuKjErELhRhBGaQxBjUakACgkqiRC6RNt5QFIX+zR/nFByKqq7T3XVqV9X7/axVq+rss2u/v92X/Zy933e/O1WFJKk9e3VdgCSpGwaAJDXKAJCkRhkAktQoA0CSGmUASFKjDAAtW0m+neTZXdchLVYGgBa9/oH8Z0l+kuS7Sc5Ksv8I27uo39bg18+TVJJVo2p3oP1vJ/lFkoOnLb+qX8PqUdegNhgAWipeUFX7A/8SGAP+cFQNVdXzqmr/qS/gocAVwEeq6h93ZVvp2Z3/Z98CXjywnaOAX9mN7UizMgC0pFTVLcBFwJEASV6Y5LokP0zy+SSPn+n3kuyV5I1J/j7JPyc5N8nDhmz2vwMPA14zsL2nJfliv92vJnnmwHufT/K2JH8D3Ak8OskxSb6S5Ef978fM0ebZwMsGXr8c+Mi0fTqhf1bw4yTfSfKWgfdW988WNiS5NcltSV4/5P6qEQaAlpQkhwHPB65K8jjgY8DrgBXAhcBnkjxohl99LbAWWAM8EvgB8N4h2jsJ+F3gRVV1Z3/ZocBngT+hFwyvB85LsmLgV18KbAAOAO7or//nwMOBdwGfTfLwnTR9BXBgkscn2Rv4HeCj09b5Kb2QOAg4AXhNkrXT1jkWeCzwXOAN9olokAGgpWIiyQ+BLwCX0/tUfgrw2aq6pKp+CbwTeAgw06frVwNnVNXNVXUX8Bbg3ybZZ7YGkzwGOAt4VVV9c+CtlwAXVtWFVbWjqi4BJukF05Szquq6qrqb3sH3m1V1dlXdXVUfA24AXjDHPk+dBTwHuB64ZfDNqvp8Vf1dv4Zr6IXhmmnbeGtV/bSq/g74EAOXlaRZ//FLi8zaqrp0cEGSRwI3Tb2uqh1JvgMcOsPvHw5sTbJjYNk9wK8x7cDa3/Z+wCeBD1bVeTNs6+QkgwfwfYHLBl5/Z+Dn+9XZd9MsdQ46G/gr4FFMu/zTr/G3gLfTuxz2IODBwF9OW22wjpuAo+ZoUw3xDEBL2a30DsZAr8MVOIwZDuj0DoTPq6qDBr726/cpzOS9wE+AN8yyrbOnbetXq+rtA+sMTrN7vzr7Vs1S530bqLqJXmfw84FPzbDK/wY+DRxWVQ8F3gdk2jqHTWvz1p21qbYYAFrKzgVOSPKsJPsCpwF3AV+cYd33AW9LcjhAkhX96/sPkOSVwInAKf1LONN9FHhBkn+TZO8k+yV5ZpKVs9R5IfC4JKcm2SfJKcARwAVD7OOrgOOq6qczvHcA8P2q+nmSo4FTZ1jnvyb5lSRPAP4D8Ikh2lQjvASkJauqvp7kJcB76F1OuZrecNFfzLD6Znqfji/uXzq6nd7B8PwZ1v1Dep273+idVNzP86rqr/vh8af0rrvfA3yZgVFC0+r85yQn9mv4H8CNwIlV9b0h9vHvd/L2fwL+LMmZ9PpFzqXXITzo8n57ewHvrKqL52pT7YgPhJGWn/7NYt8C9p3lLEbyEpAktcoAkKRGeQlIkhrV+RlAfxTFVUmGGREhSZoni2EU0Di9uxwPnGvFgw8+uFavXj3ygqSubdu2jac+9aldl6FlYtu2bd+rqhXTl3caAP1x0ycAbwP+81zrr169msnJyZHXJXUtif/WNW+STL8THej+EtC7gdOBHbOt0J/NcDLJ5Pbt2xeuMkla5joLgP6NMbdX1badrVdVW6pqrKrGVqx4wBmMJGk3dXkG8AzghUm+DXwcOC7J9OluJUkj0lkAVNWbqmplVa2mN9f5/6uql3RVjyS1pus+AGlBVBVbt25l+n0vsy2XWrAoAqD/YIsTu65Dy9fExATr169n48aN9x7sq4qNGzeyfv16JiYmOq5QWniL4T4AaeTWrl3L+Pg4mzdvBmDTpk1s3LiRzZs3Mz4+ztq105+kKC1/BoCakIRNmzYBsHnz5nuDYHx8nE2bNjHDtM/Ssrek5gIaGxsrb47Rnqgq9trrviufO3bsWJQH/yT2S2jeJNlWVWPTly+KPgBpIUxd8x802CcgtcYAUBOmDv5T1/x37Nhxb5+AIaBW2QegJkxMTNx78J+65j/YJ7BmzRrWrVvXcZXSwrIPQE2oKiYmJli7du39rvnPtrxr9gFoPs3WB2AASIuQAaD5ZCewJOl+DABJapQBIEmNMgAkqVEGgCQ1ygCQpEYZAJLUKANAkhplAEhSowwASWpUZwGQZL8kX07y1STXJXlrV7VIUou6nA30LuC4qvpJkn2BLyS5qKqu6LAmSWpGZwFQvZmuftJ/uW//y9mvJGmBdNoHkGTvJFcDtwOXVNWXZlhnQ5LJJJPbt29f+CIlaZnqNACq6p6qejKwEjg6yZEzrLOlqsaqamzFihULX6QkLVOLYhRQVf0QuAw4vutaJKkVXY4CWpHkoP7PDwGeA9zQVT2S1JouRwE9Avhwkr3pBdG5VXVBh/VIUlO6HAV0DfCUrtqXpNYtij4ASdLCMwAkqVEGgCQ1ygCQpEYZAJLUKANAkhplAEhSowwASWqUASBJjTIAJKlRBoAkNcoAkKRGGQCS1CgDQJIaZQBIUqMMAElqlAEgSY0yACSpUV0+FP6wJJcl+VqS65KMd1WLJLWoy4fC3w2cVlVXJjkA2Jbkkqr6Woc1SVIzOjsDqKrbqurK/s93ANcDh3ZVjyS1ZlH0ASRZDTwF+NIM721IMplkcvv27QtdmiQtW50HQJL9gfOA11XVj6e/X1VbqmqsqsZWrFix8AVK0jLVaQAk2Zfewf+cqvpUl7VIUmu6HAUU4APA9VX1rq7qkKRWdXkG8AzgpcBxSa7ufz2/w3okqSmdDQOtqi8A6ap9SWpd553AkqRuGACS1CgDQJIaZQBIUqMMAElqlAEgSY0yACSpUQaAJDXKAJCkRhkAktQoA0CSGmUASFKjDABJapQBIEmNMgAkqVEGgCQ1ygCQpEZ1/VD4Dya5Pcm1XdYhSS3q+gzgLOD4jmuQpCZ1GgBV9VfA97usQZJa1fUZwJySbEgymWRy+/btXZcjScvGog+AqtpSVWNVNbZixYquy5GkZWPRB4AkaTQMAElq1FABkGTvUTSe5GPA3wK/keTmJK8aRTuSpAfaZ8j1vpnkPOBDVfW1+Wq8ql48X9uSJO2aYS8BPQn4BvD+JFf0R+YcOMK6JEkjNlQAVNUdVfW/quoY4A3Am4Hbknw4ya+PtEJJ0kgM3QeQ5IVJtgLvBv4MeDTwGeDCEdYnSRqRofsAgMuAd1TVFweWfzLJv57/siRJozZnAPRHAJ1VVf9tpver6g/mvSpJ0sjNeQmoqu4BTlyAWiRJC2jYS0B/k+RM4BPAT6cWVtWVI6lKkjRywwbAk/vfBy8DFXDc/JYjSVooQwVAVR076kIkSQtr2DMAkpwAPAHYb2rZbB3DkqTFb9j7AN4HnAK8FghwMnD4COuSJI3YsFNBHFNVLwN+UFVvBZ4OPG50ZUmSRm3YAPhZ//udSR4J/BJ4xGhKkiQthGH7AC5IchDwDuBKeiOA3j+yqiRJIzfsKKA/7v94XpILgP2q6kejK0uSNGq7MgroGGD11O8koao+MqK6JEkjNlQAJDkbeAxwNXBPf3EBBoAkLVHDngGMAUdUVY2yGEnSwhl2FNC1wCHz3XiS45N8PcmNSd4439uXJM1u2DOAg4GvJfkycNfUwqp64e423J9m+r3Ac4Cbga8k+fR8PnNYkjS7YQPgLSNo+2jgxqr6B4AkHwdOAgwASVoAww4DvXwEbR8KfGfg9c3Ab01fKckGYMPA6xGUIi0+/lvXqO00AJJ8oap+O8kd9Eb93PsWUFV14Eir6zWyBdgCMDY2VpOTk6NuUupcf5h112VomZjtw8ROA6Cqfrv//YAR1HQLcNjA65X9ZZKkBTDsfQAPm2HxHVX1yz1o+yvAY5M8it6B/3eAU/dge5KkXTBsJ/CV9D6t/4De5Z+DgH9K8l3gP1bVtl1tuKruTvL7wOeAvYEPVtV1u7odSdLuGTYALgE+WVWfA0jyXOBFwIeAv2CGztthVNWFwIW787uSpD0z7I1gT5s6+ANU1cXA06vqCuDBI6lMkjRSw54B3JbkDcDH+69PAb7bv5lrx0gqkySN1LBnAKfSG6Uz0f9a1V+2N/DvRlOaJGmUhr0R7Hv0ngc8kxvnrxxJ0kIZdhjoCuB04AnAflPLq+q4EdUlSRqxYS8BnQPcADwKeCvwbXrj+CVJS9SwAfDwqvoA8MuquryqXgn46V+SlrBhRwFN3fF7W5ITgFuBme4OliQtEcMGwJ8keShwGvAe4EBg48iqkiSN3LCjgC7o//gj4NjRlSNJWijDjgJ6FL1hoKsHf2dPnggmSerWsJeAJoAPAJ/BO38laVkYNgB+XlV/PtJKJEkLatgA2JzkzcDF3P+h8FeOpCpJ0sgNGwBHAS+lN/Z/6hJQ4b0AkrRkDRsAJwOPrqpfjLIYSdLCGfZO4GvpPQVMkrRMDHsGcBBwQ5KvcP8+AIeBStISNWwAvHk+G01yMvAW4PHA0VU1OZ/blyTNbdg7gS+f53avBdYD/3OetytJGtJOAyDJHfRG+zzgLaCq6sDdabSqru9vf3d+XZI0D3YaAFV1wEIVMpskG4ANAKtWreq4GklaPobtA9hlSS4FDpnhrTOq6vxht1NVW4AtAGNjYzOdjUiSdsPIAqCqnj2qbUuS9tyw9wFIkpaZTgIgybokNwNPBz6b5HNd1CFJLRvZJaCdqaqtwNYu2pYk9XgJSJIaZQBIUqMMAElqlAEgSY0yACSpUQaAJDXKAJCkRhkAktQoA0CSGmUASFKjDABJapQBIEmNMgAkqVEGgCQ1ygCQpEYZAJLUKANAkhrV1SMh35HkhiTXJNma5KAu6pCklnV1BnAJcGRVPRH4BvCmjuqQpGZ1EgBVdXFV3d1/eQWwsos6JKlli6EP4JXARbO9mWRDkskkk9u3b1/AsiRpedtnVBtOcilwyAxvnVFV5/fXOQO4Gzhntu1U1RZgC8DY2FiNoFRJatLIAqCqnr2z95O8AjgReFZVeWCXpAU2sgDYmSTHA6cDa6rqzi5qkKTWddUHcCZwAHBJkquTvK+jOiSpWZ2cAVTVr3fRriTpPothFJAkqQMGgCQ1ygCQpEYZAJLUKANAkhplAEhSowwASWqUASBJjTIAJKlRBoAkNcoAkKRGGQCS1CgDQJIaZQBIUqMMAElqlAEgSY0yACSpUQaAJDWqkwBI8sdJruk/D/jiJI/sog5JallXZwDvqKonVtWTgQuAP+qoDklqVicBUFU/Hnj5q0B1UYcktWyfrhpO8jbgZcCPgGN3st4GYAPAqlWrFqY4SWpAqkbz4TvJpcAhM7x1RlWdP7Dem4D9qurNc21zbGysJicn57FKaXFKwqj+b6o9SbZV1dj05SM7A6iqZw+56jnAhcCcASBJmj9djQJ67MDLk4AbuqhDklrWVR/A25P8BrADuAl4dUd1SFKzOgmAqnpRF+1Kku7jncCS1CgDQJIaZQBIUqMMAElqlAEgSY0yACSpUQaAJDXKAJCkRhkAktQoA0BNqCq2bt36gBk2Z1sutcAAUBMmJiZYv349GzduvPdgX1Vs3LiR9evXMzEx0XGF0sLr7IEw0kJau3Yt4+PjbN68GYBNmzaxceNGNm/ezPj4OGvXru24QmnhGQBqQhI2bdoEwObNm+8NgvHxcTZt2kSSLsuTOjGyJ4KNgk8E056qKvba674rnzt27FiUB3+fCKb5NNsTwewDUDOmrvkPGuwTkFpjAKgJUwf/qWv+O3bsuLdPwBBQq+wDUBMmJibuPfhPXfMf7BNYs2YN69at67hKaWHZB6AmVBUTExOsXbv2ftf8Z1veNfsANJ8WZR9AktOSVJKDu6xDy18S1q1b94CD/GzLpRZ0FgBJDgOeC/xjVzVIUsu6PAPYBJwOeJ4rSR3oJACSnATcUlVfHWLdDUkmk0xu3759AaqTpDaMbBRQkkuBQ2Z46wzgv9C7/DOnqtoCbIFeJ/C8FShJjVvwUUBJjgL+L3Bnf9FK4Fbg6Kr6pzl+dztw02grvNfBwPcWqK2FtBz3y31aOpbjfi2FfTq8qlZMX9j5MNAk3wbGqmpR/QEmmZxp2NRStxz3y31aOpbjfi3lffJOYElqVOd3AlfV6q5rkKQWeQYwuy1dFzAiy3G/3KelYznu15Ldp877ACRJ3fAMQJIaZQBIUqMMgDkkeW2SG5Jcl+RPu65nPi2nyfiSvKP/93RNkq1JDuq6pt2V5PgkX09yY5I3dl3PnkpyWJLLknyt//9ovOua5kuSvZNcleSCrmvZHQbATiQ5FjgJeFJVPQF4Z8clzZtlOBnfJcCRVfVE4BvAmzquZ7ck2Rt4L/A84AjgxUmO6LaqPXY3cFpVHQE8Dfi9ZbBPU8aB67suYncZADv3GuDtVXUXQFXd3nE982lZTcZXVRdX1d39l1fQu8N8KToauLGq/qGqfgF8nN6HkCWrqm6rqiv7P99B74B5aLdV7bkkK4ETgPd3XcvuMgB27nHAv0rypSSXJ/nNrguaD7syGd8S9Urgoq6L2E2HAt8ZeH0zy+BgOSXJauApwJe6rWRevJveh6gdXReyuzq/Eaxrc0xatw/wMHqnrb8JnJvk0bUExs7O12R8i8nO9qmqzu+vcwa9Sw7nLGRtmluS/YHzgNdV1Y+7rmdPJDkRuL2qtiV5Ztf17K7mA6Cqnj3be0leA3yqf8D/cpId9CZ+WvTzUs+2X/3J+B4FfLX/FKyVwJVJ5pyMr2s7+7sCSPIK4ETgWUshpGdxC3DYwOuV/WVLWpJ96R38z6mqT3Vdzzx4BvDCJM8H9gMOTPLRqnpJx3XtEm8E24kkrwYeWVV/lORx9GYxXbWEDy4PsFgn49tVSY4H3gWsqapFH9CzSbIPvU7sZ9E78H8FOLWqruu0sD2Q3ieNDwPfr6rXdV3PfOufAby+qk7supZdZR/Azn0QeHSSa+l1xr18OR38l5kzgQOAS5JcneR9XRe0O/od2b8PfI5eZ+m5S/ng3/cM4KXAcf2/m6v7n5zVMc8AJKlRngFIUqMMAElqlAEgSY0yACSpUQaAJDXKAJDmkOSe/tDFa5N8ZndnGk3yiiRnznd90u4yAKS5/ayqnlxVRwLfB36v64Kk+WAASLvmb+lPzpbkMUn+T5JtSf46yb/oL39BfwLBq5JcmuTXOq1YmoUBIA2pP1f/s4BP9xdtAV5bVU8FXg/8RX/5F4CnVdVT6N1BfvpC1yoNo/nJ4KQhPCTJ1fQ++V9Pb7qJ/YFjgL/sT6oH8OD+95XAJ5I8AngQ8K0FrlcaimcA0tx+VlVPBg4HQq8PYC/gh/2+gamvx/fXfw9wZlUdBfwuvdkipUXHAJCGVFV3An8AnAbcCXwrycnQm/EyyZP6qz6U+6ZwfvmCFyoNyQCQdkFVXQVcA7wY+PfAq5J8FbiO+x7d+BZ6l4a2AUt6mm0tb84GKkmN8gxAkhplAEhSowwASWqUASBJjTIAJKlRBoAkNcoAkKRG/X/VA5rviCUiAQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "code", "metadata": { "id": "5XvD6w880tiM", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 55 }, "outputId": "d333c800-2bac-4ac1-fedc-d1357b41305b" }, "source": [ "G_1_data = control.stepinfo(G_1)\n", "print(G_1_data)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "{'RiseTime': 0.3550216883550217, 'SettlingTime': 2.6486486486486482, 'SettlingMin': 0.9011550052721877, 'SettlingMax': 1.2805901266033757, 'Overshoot': 28.01480702803105, 'Undershoot': 0.0, 'Peak': 1.2805901266033757, 'PeakTime': 0.8455121788455121, 'SteadyStateValue': 1.0003453165562077}\n" ], "name": "stdout" } ] }, { "cell_type": "markdown", "metadata": { "id": "M2Qs4Yu87vLy", "colab_type": "text" }, "source": [ "Compare com os valores obtidos através das fórmulas que estudamos em aula.\n", "\n", "Duplo-clique __aqui__ para a solução.\n", "\n", "" ] }, { "cell_type": "code", "metadata": { "id": "C-Zb6h3B1fUR", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 295 }, "outputId": "485ba1e8-1a87-4e4e-e60d-3f52fa12ea2c" }, "source": [ "y,t = control.step(G_1)\n", "plt.plot(t,y, color = 'darkslategray', linewidth=2., label = 'y(t)')\n", "plt.xlabel('Tempo')\n", "plt.title('Resposta à função degrau unitário')\n", "\n", "plt.axhline(y=G_1_data['SteadyStateValue'],linewidth=1, color='cadetblue',label = 'y_ss')\n", "plt.axvline(x=G_1_data['PeakTime'],linewidth=1, color='slateblue',label = 't_p')\n", "plt.axvline(x=G_1_data['SettlingTime'],linewidth=1, color='skyblue',label = 't_s')\n", "plt.legend()\n", "plt.grid()\n", "plt.show() " ], "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "SvQP_UWzET8e", "colab_type": "text" }, "source": [ "## Exercício 02\n", "\n", "Para o sistema ilustrado na figura abaixo, responda:\n", "\n", "1. O ganho estático do sistema em cadeia fechada depende de $K_p$?\n", "2. Determine $K_p$ para que a resposta do sistema em cadeia fechada a uma entrada degrau tenha amplitude unitária e sobressinal de $20\\%$.\n", "3. Para o valor de $K_p$ definido no item anterior, qual é o tempo de estabilização da resposta a $5\\%$?\n", "4. Plote a resposta do sistema a uma entrada degrau unitária." ] }, { "cell_type": "markdown", "metadata": { "id": "YflUmuveENiD", "colab_type": "text" }, "source": [ "![image.png](data:image/png;base64,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)" ] }, { "cell_type": "code", "metadata": { "id": "s9CMWuJdMjQH", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 104 }, "outputId": "3335e540-1534-4392-c7d8-58faa0eb75a8" }, "source": [ "#Item 01\n", "Kp=10 #mude o valor de Kp e analise a forma da função de transferência\n", "G1 = control.tf([Kp],[1])\n", "G2 = control.tf([1],[1,2])\n", "G3 = control.tf([1],[1,0])\n", "\n", "G = control.feedback(G1 * G2 * G3, 1, sign=-1)\n", "print(G)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "\n", " 10\n", "--------------\n", "s^2 + 2 s + 10\n", "\n" ], "name": "stdout" } ] }, { "cell_type": "markdown", "metadata": { "id": "XQ6U1WNMRXo2", "colab_type": "text" }, "source": [ "Do item 01 conclui-se que 0 ganho estático unitário, independente de $K_p$. Além disso, a função de transferência é dada por,\n", "$$\n", "G=\\frac{K_p}{s^2+2s+K_p}=\\frac{K\\omega_n^2}{s^2+2\\zeta\\omega_n s+\\omega_n^2}\n", "$$\n", "\n", "Para o item 02, além da equação acima, você deve lembrar que,\n", "$$\n", "Mp=e^{-\\frac{\\pi\\zeta}{\\sqrt{1-\\zeta^2}}}\n", "$$\n" ] }, { "cell_type": "markdown", "metadata": { "id": "j4wiSSuBT5F9", "colab_type": "text" }, "source": [ "Duplo-clique __aqui__ para a solução do item 02.\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": { "id": "GyRGLfoJTv1o", "colab_type": "text" }, "source": [ "Duplo-clique __aqui__ para a solução do item 03.\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": { "id": "j_rdZMtAP0Jp", "colab_type": "text" }, "source": [ "Duplo-clique __aqui__ para a solução do item 04.\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": { "id": "ClV-LT2KFfsP", "colab_type": "text" }, "source": [ "## Exercício 03\n", "\n", "Dada a função de transferência de um sistema dinâmico, proponha uma *região de alocação para o par de polos* de modo a atender as seguintes especificações de desempenho para resposta ao degrau unitário: \n", "* $t_r \\leq 0,9s$\n", "* $M_p \\leq 16\\%$ \n", "* $t_{s,2\\%} \\leq 3s$\n" ] }, { "cell_type": "markdown", "metadata": { "id": "GOG-aHh-HkYg", "colab_type": "text" }, "source": [ "![image.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABK4AAAIfCAYAAABZ3JSVAAAgAElEQVR4Aey997Mlx3XnOf/MbkzE/rS7ERuxs7sx0mi0Imz7Z/r1895777333rvr732uG4BEUqRET0okRIlGBECABiBAgAAIAiAIfzY+p+q8rm72bChGlNQ9yheRkXWrsrIyT2XVu/m533PyP4j7cxZwFnAWcBZwFnAWcBZwFnAWcBZwFnAWcBZwFnAWcBZwFrgPLfAf7sM2uSY5CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLiANXbhA4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4C9yXFnDg6r68La5RzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgIOXLkx4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CxwX1rAgav78ra4RjkLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOHDlxoCzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzwH1pAQeu7svb4hrlLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLODAlRsDzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgL3pQUcuLovb4trlLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAA1duDDgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgL3JcWcODqvrwtrlHOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAg5cuTHgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLHBfWsCBq/vytrhGOQs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4CzgLOAs4cOXGgLOAs4CzwANugU8/9Trw8Sefyt3pAe+aa76zgLOAs8A9LfAXT9wS0lNnp/LE6YmcHKdkZXlR2lqbZaC/V8KhAzk9OZKbZyfn6ez0WPdR9vT4WE6OTuTkiJx0JMfHSTk+8tJRKiGxaFhCh/uap5JxPcZ+ypAn43E5Sqb0/GQ8IclEUuLxuMRiMUkkErqdSqUkmUx6KZ6QeDQmiVhcUyqRFM5jn54fT0giEZNkIiZHibicUH8sKkfxmKbjRFwsnSQToilFe7l2TNtEO9kO5pSjzclkXFKphNrK+oEtzutKJuTm8ZGcppKa2NbrBc5JpeJycpSS09SRtnlleVkGBgZkYmJCdnd3ZX9/XzY2NiQSCak9j7AVNsXmJ0fnic/sP2Hf6bHmZydHErxH2rbjlO6z+2jHqYtztV7uq39vqUPvr38ttukr59m5Vq+1x47p/pMTOQmko6MjIR2njuT06FjT2cnp+X3n/tsYoAz31D6TH/vnMwYYEzYeGCe2nUomzu8d9417FItFNLFN4nzOsXEVS8QlGov+3liyMZX0r2Xlo/GoRGJhHV927/VaXC8Zl0Q8qteLRsMSj0d1rMRjEd1Proky8aget3HKWONcS1aW/WzbOOQ4n9lviXbYfnKti/o4178O5yT8dtg1tBxtiYbPr2vncz2rNxoJnV+Tsny2cuRat13X74O2jec3EpNkNCapWFyOEtjfa7ddk3PtfPaxbdcgt31WznKuy7FkPCrHjIFYVFOSexmPqr3sflhbrb93vweOkonz8naOtt9/FyQTcX1GGROakjyL3lizMUBuNiPnfHKSvuf89wbvDnt/BM+lDfYMJGJse+/G8/MZu36d+g6ibfGYvnOC7zL22We1d9x7N2rdiaQe0/dYwrOZ9RO72vbdubXT+pVIxiUcDsnS8ooUFZbIhUeuSH/vkOzu7EsiGpfjWEyOolF97/LupT3W1pNUUm4mknJGW3gv0954TE7jCTlNJOQsmbwjcf5ZKiWnvPv8NpPbu/XsiPduUtNp6lhOeFf4/bRymvOeZ5xEIto2rm3jhDyYzObYgTF2eLAnW5vrsru9K3s7+xIN838mJeHDiOxu78n25o6sr27K9ua2HO4fSCQU1v9FfJ6enJGBvkHp7x2UyfEp2V5fk2Q0rPeNttO3m/TBf4/r/5Uj3n8p2d3el9aWTrlxo0AKy6qlrLFZGjp6pKioStLSs6WpuV22d/bl8DAi7e1dcjU9U4orKmRgdEhGp8ZkbHpc1rbXJZGM6f8I7/3njT8Hru75dcjtdBZwFnAWuP8t8P4HH8kHH34sv3rzXXntjXfkhZ+/Ls/95DV59ievyT/++JfyzAuvysuvvS0vvvxroeyHH358/3fKtdBZwFnAWeCfYIHPPfWkPHXzTMHVn9+6qXBqf29HFuZnZWN99RxaASVu3TzVxDYA5PQkJccpkgckvNwDHDa5ioQPZWJ8VPr7enQCwH4mBpaYMDCpAjgZLDCwYLDAPlsO2AJaBUEV57PPwJVOEBMxOWbiyETKh1aWM9FlQsPnZDSiE2CbsNkklDayrQlo5bebckwCzo/520wImVAxIbFJE9vs08ki9R158Au4p8AndSR7O7vS3NQkBQUFUl1dLb29vdLV1SUdHR2yvr6qUMnglGd3D1wpQDo91uMKsABjAWilUAqg5sMuA0t6XgB+Aas43+BX8Pi9zmEfdXIvrW627bwTQN0xdR4rVDJodaTjxINWBq9uA89jHUd8Pj0+0THBeFJoxXlHd9YFgAJYUbcBzSMfPnLfuEc6MQXq+BAnAYDwwRdjKRaPSzQeU3AVjUQkFoneMQ51PCaTClCBiaRQ+FBiiagHwe6CRyn7nIzfBkY+0LH20CZgWhAq2bizMgZn/v9gAseoy86xOoLn3O63Zws7ZufxWeGP2SoA3zhm5e91DauDnGSAiW2zfzLuASsFV8CreFzrpF477+5tPlMXx9kOHrfr2LkKgBIxOfXhM8+cPtMByBNsO+fRNuAJ5ewdwH3jWb773cS5AGbd70Or4+SRwnkb/9ZXzmebRHn7zDZl9TPvCR9AB887SvGeSQp1M94Zd/pc+OdxLm0ht8T5+l6xd4vfd/aZHY4VfnnvZuoDhtm7iPfRkQ/CtJ/+M6PtDLyf+Wz90Wv77d/c3JC29g4pLCiR7Ot5UlpcLiPDoxINR7x3nQ+kuI4lay+A6iTB+9SHffy4wLvTL6t53PvBwWAW59q7lG0S/dTz1Aa8Y48UXJ0dHcsx1wiMixPevT7o03MD98r6Z/fUPtt4wdba9wT/p7g/Hlg6TvHOwq7Y+ETfX/b/JxHzfkThWCwSk1gkLql4Uttgbaf99FXBnP8DwsmJ97723oNncrAfkoXFFRmdmJKBsQmZnl+S2dll6esbkqGhUVleWpFYNC77+4fS3dMnxWVlUlpeItW1VdLZ3SELS/P6LuLdztjj/xbJgat/wpcjV8RZwFnAWeB+scAHH34k77z7vrz+5rsKpN56+3fy0itvyXM//ZU88/yr8qPnX5UfPvdL+d4zL8vf/+MvNH3vRy/LS798S3760pvy2/c+uF+64trhLOAs4Czw322Bz6K2unkmQKtbvuKKL/D2pd3ABfvsiz3H9It8CkAQl3gkqpN+Jv4pJiSBidv21obU1VZLfV2N7O5s6QSMyahNKKmLL/lMePi1OkQKhSQSjUg0iirFU16xHYlEJBwO634gFedYAmKZCku3/YnvEZPVSERS0Yiqr+4FrjgWi4Q8oBD49Z02kujPMV/4UXUYFDE1hj8Z1gkek5CjlKqtbNJkOaqCE3/SoPVpnUxWU7K/uyf9/f2qtpqenpb6+nopLS2Vzs5O2d3d0QkHYIkJB+ee+vfC7okBJ52cpBLnaiwDSUFFFOfYZyDYeRlfraWKK19VZceCY8BgGOcG6wqWMXBlYImcdALMSvmTy+OgSu82tNLj5+o9b7/Bq5QqXY60LqvbwJV3jdsTe+zEvcJmpnJJJtlOqdoKNdvQ8JC0trdJT2+P7GzvnKv3DB4oDE0k5ODgQFpbW6WpqUk2tzcVXAGFbHx4z8JtxY2pnAxQMcZtvKNW2t/flcPDfVXTKVwKwC2r0ybLdp7VwbU4ps+NP1aD5wT30w7aYO2xOigfrIM2GXgyWGTPqNrQxvxd7bRjdk07l89cE3BlgIhnRwGxD8loA+UNnAXbc3d9lGOflQm2DaWSgRqeNYPLd98TPdfv9/kz6YOPI/rngwyz7/n5qbikANwoeQJKQMaXlbk7t+eSa9qzzjgEHChg9nOr40Tr8hSGXMeuZfVaOXLqZL/W7cMrBSApD4rYtoIhfV+gZE1peQAd+w0AYQe7ho0hPgevx7Zdl2vqO+g4pe/h7e0d2VjfktWldVlZWpHtzU2JhA5E1WN+G/Ud4YMmAzbkKKjMJmoXQJRd2/9BQd+Z/o8Bds/0XB9isQ81660TQBXgylOwomKlnJ2j4wP7+PVb/6zvtp+2Wn/ZDtqaMvxvswRoBATqDzcoplQlhXo4odDR3iGqnAOyk/jfmPAVZH4fVGHGjxsK+3lHJuXshB81vPGmEP8opfAcZWgcZXEsKXH+/0Ujwg9DAGHaE4tFZXtnS+bnZzWtra3ou4axbeMOW9+8eerA1X/3NyZ3orOAs4CzwL+iBd5//yP54IOP5ZVfvS3v/vYDefX1t+X5n70uP3j2FfmHf/yFfOd7L8rf/P3P5BtP/1S+/DfPyzf/7qcKr5554TXNOfb091+S7z/7irzy2tvyifkX/iv2wV3KWcBZwFngD2UBgNU5uDo51i/3uAeur62oewSTRL7AM3FEibW4MKcJ14md7U2Zm5mRoYEhGejrl/nZOdnf3T2fVONiMTY6LAX5uVJRXirTUxMyOzMlS4vzWpdOcGMROdjbk4W5eRkeHJK+nl4ZGhqSxcVFVbgAqwBZ6+vrsrCwIPPz87K1uSW72zuyOL8g05NTsrSwKNubW7K5viEba+uyub4uW1sbcnCwK/FwSCJ7e7K/tSV7W5tysLMtkYN9SUTC3kSaL/8H+7K1sab9pY/0/7bqI6yTgzhuS+GQkAMbcAVjwh90m2KixISJiSETFD6TA8vIU0zm/QlyIoHSjOOeK0/o8FDBHO6R9JV+bm5uCiohm+DZuToZxL3PnwAHwRUTFANTwCTKWnn2c459NgVdUHGldflugpTlnHvVwz4mc1aX5XZt1FZHx8eqcDLIxD6UBCgiUFyhouIzQMCAleWqOPCP2WSeekxdFVROsa3gyhQcNgG+yz3LA1dJBZ8AwrLyMrl89YoUFBbI6srqObgy5R7XDYfCMjIyIunp6YIabmtnS8GV3Qughk362baxcQ6LfMAFNGC8z8/NSFlZiTQ1Ncj29qaOBwMzVs/duQIDHx5xjM+W64RawcttkIb7HO0ItoFtg1MGgayeeMxz0WN/MAXbYdexc+z65MFzrC9xdb8My1E8IqmYn8c9YE0dnGPPWPB8tqnD6uGzXcNy9lEHSV2BA6oePut+H5ywzTi2nDoAaEARezYBR+xPJW+79wX760GKoLLU1Ia33aEpb8meMXsm2M944Z6QK6gJwH11O1RXQe858MCVdw1rBzn13nEN4MwdqqPb7xuFNtomwDugKyrHuCf7tgL4sI1dgvYK1m/X5rp2bdrvJSDciaRQHCVMKcZYiNwBiznvVN35AsDM+oGi7CQlR75rOe85fdf5tgRk0QZ1fb6H4sretR6Iw2UQcOW5C57icggQIvehldVPbv2x/pJbP7lvJBszbGt5teNtRR1KOfZ75RIKsbh3vLs8FZYHorTuY1R0XptoF7CNduEmePMIFZ/nCn5ynJCbZ7zDPZsryDplXPC/Je7Z8gjFrVfm1tmR3MQN3FdUMba4P2pHHw7ajxG82y05xdUf6huUq8dZwFnAWeBfyAIff/KJwqYPP/pYVVa4AX73hy8prPrbv/+5fOPpn8jXvv2CfPVvvfSd77+o7oK4Dv7kxTc8F8Kf/krPAWihyuKY+3MWcBZwFnhQLfDUk7fkyVtn8uStm/rLPOBmaLBfGhvqZHhoQN37+OJ9sL8royNDUlVRIZUVFdLb3SOd7R1SX1snNVXVUlFWLmUlpTIxNi7hw5CEDg50u7a6WjIyMiQ9PU1VRLU1NdLa0iLrq2uCe9bB/r7GdiorK1MwUFdXJ6WlZVJTUyvT07Oys7Mni4tL0tzcLDk5OVJcXCyjI6PS3z8opaXlkpuTJ01NLfq5saFJKsorpbKySjo62mVxYUHbsbW6Jl3tHVJXUyvNDY0yPDCogOtgd0+WFxelt6tbGhsapL6hXtraWmVyckJ2trfl8PBA9vZ2FZiNj4/JxPiEbGysa5qenpLhoSGFGkuLi1qOyTrqDVVw+G6KgLP97S1ZXVyQ5QWg27oHwlR1dtt1DbdIVGW4o21tbcnODqqcQ4njyuhPRIKTEZ2gEIMF1Qp12YSYSQxunH68KpuM2QQNsGQTalNJUd4mNOe5P3mjzE3S8dFtpQZgzo/JQjusPqvbm6gdezGtzF3QdylVcGWugBb3itxXZaGg8iCUp9LSbYAV8ZFSKUmkkpLA3S+JCyBAwI97Ru5DC8CNByJsku27DgJZ/Jhp2Hp5ZVly8/MkNy9PVldWzt0EDVyhnljf2JCyinIpLS+TxeVlIb5PPOEBSAUpCVQQxLMKSzwRlmSSz959UdWRD2koC+Ts7uqQixcvSkFBvqyurnrxtuKe+ghYo3X67WebxMTYtvUzMDQARhWK+mXOQY/21YtzBTBBjZHwY3uRo2TEBoxz2gEkRc0YJy6VlvOAhnft29t8DraH69k1aZttk9MflIyAMQUavsrqdpmYXpNrA6WXl5dUlYmKxJRY1m+rj2szvqwOnjVzMVMQ5YNEylhZcgMMWl/ccyk+IhYSrnm4KgNxUgBQTwl0/tzg2gsgCkBUT2VzG+aclzXg4oMZngt7NoJAwQAKxzjXnk0AmcVpY9uOW/utPrue5fq8qRLTe7btHeTVjb0s0RcUQaiFbgMrO99yrmNturN9HkjS9xGQ/gQwjRuj95zRzuA7inL6XgIK+Qm1KO8J6j3vz7GvhsIevk0oZ/1jG8Bj9xlgFUz6Q4H2y1OXoV5CZWbne9t+3cfc67he2/po48TaxP6gDYLbVia4j/J6j/Se+fcABZkfu8raoVCf/tM++4GBMeKDQfpuoIrjvHvtnargyt9n+6kXgAW0UgWsxSMMACq1p9nVz/nf4MDVg/qNzbXbWcBZ4N+FBd757fvy69+8J6+9/o66+hG/CvXUt//h55oDq1BYkb70zR/LF772rEIs1FW4DlIeUEWOQgvgBej6/jMvy7vObfDfxRhynXQW+B/RAn/+1BPyBODqiZv6RRlANTU5ru59TLKZRPIlGvUUaqn21jYpKiiUyvIK6e/tk5WlZVU8jQwNK7hqa2mVrY0tCR0cytryqoyNjkphYaHk5eXJwOCAKqlQSOEWeLh/KJPjE5Kfny+NTY16bGVlRQYHh6SwsFgaG5tlcXFFVlfXNO4T0CozM0MqKiqlurpO6usbpba2QXp6+mR2dl46OrokOydP8vMLtPz21rZEQxHZ2dySro5Oyc3OlYK8fG034AyVV211jZSXlklLc7O0tbVJeXm5Arbx8XHZ3dtT5VNdXb3cuHFD+9Ha1qYuYxUVFVJSUqLQg5zy4dDhOXhg0r63vSUjA/3SVFcrdVWVUltVqUBwfGxE7cmED5CComxtbU0GBwelsbFRgHe4peE+uLm5rhMt4INNeNlGUTY2NiJ9fT0yONivriG4oNnEkckZ5di3vLQgc7PTqpRDJQcUYLLFpEjhVQB0GcRiPxMjVb4AVHyYEo94wYqpF9UZ1+GaNpFjAqdwwA+CDgxBNQcMUXcZP4YPQMpiX5liCjCl4CoQt0ohlUKrpCSPUpriyYREgSTq+meB/FHx3IY8Oon2J+e2zfEYAf194LW7tysVVZWquFpeWjqPkQa4srS8siK9/X2ysraq8bAIqg40wbYkIFYsHpFIFPfWkG5zHVM7qf0CKiJix7W0tMjY2JiCSRR20Yin3jMFkk2EaTfnY0/rg4EcFFyq9gJsokAyaOeXPb/+ubsg/fbidXFNEsCqqqpKLl+5onAZOIzaL0KsL2zkgyiuHWyT7be22GfaeniwL7gH8yzEovdWTlGOhOKsv39AnyOer+vXr0tOdpa0tjRpHQanuL5dQ20fAHsEnAdYoR4CZljcpGDbGMe03/YRQ8rur7ooKyD2xoUHTgE7txVUQKTju+L4mU3MLlyDZ4DcUvCYPZcALLYpQx3klLNzgvUG99txuwbH2LbnzsoqFPLbwT4SdVq9Wo8Ppuzadi5lrE67XvA8q8/OIwe0pAIqH3sf0E/rK3VQ1uqy63nn32kzAzW0w87TfYAo306AH0C6qsYSCS92Fbaw+FCB+0A9tliItUmhewAyWp+1bOD+Wftsv5W72w589o7dOQawDccYd9RFAhpZPdqvQJttv5ffVrpaOyhv0IptwKGXe+BK3+UBl28FYf7CG2zzbscG5A5c/Y/4bc71yVnAWeCBtwBB199867fyxq9/Ky+/+hv53fsfafrFL99S90CA1Ze+9WOFVX/9zefki19/VqEV4OpzX/6Rpm9992cKrQBYGqz9+VcVXuFWiCrrxz973QVsf+BHiuuAs8C/Tws89eRNQXUFvLLA36iuWFWwq7NdIYd9oWayOTI0JMWFRdLT1a1wihgcTARx02uoq5fqyipVU2l8oFhc1lZXVUmlblZbW56aww+svrWxKY31DQqLcI0DchBPaGtrWxoamiQvr0AmJqZ0Io0SiYDlTG7LysplbGxSdnf3ZXt7V1VZ4XBU1tc3pba2XgoLiwRXsNBhSFd4Ch8cyszUtJQWl0hLU7O2FddCIFtJUbHCs/29Pb02AAoQBTxaXl5W9dPU1JTU1taq4gsI197eLuzjGsQ+AsoRlwrIxMQaOxHPq6ezXSpLS6SrrVXmpiZleKBfystLpbKiTObmphW0ABBwi6R+VGdADYKy19TUaLD22toaIVaJQSLUVSsrS1JTU6UuZ/X1tVJVVSEVFWUyPDx4HtMEcLG8vCgtLU1SXVUhzU0NCiObGuvVXY3JlE247Fd51Fa2DUTBra29tVlBwtzcjMIvxkRNdaVev6enSwEaAIfJFfUx2cTVcnZ2Ru8X/SFWF/ba29vTgOj7BweytLQkk5OTup97a0oo7j9AZWZmRmEeqiA7tru/J6vra7K2sS4HoUO9X9QzOzurijd13/RjOu3u7cjS8oLML8zJyuqy2iWsccyASp7iaGdnR9VUefme4ooYbQANi5XGdigckp39Xdne3ZEQgMmv38CVwisFYriPRnW1NVPB0R62FbZYzqqEkYgmymsMNx/wGFgJApvfAzV3KZwUUPr7sD1Jx2A8qmPGax9xrrxYcQat+Dw3N6djDiVjVlaWXLlyRUEWEJVy1GPKJ+qlfXYNayu5tRGY2dbWIkVFBTIxOe7F8Aq0l3J2HoC8va1Vr8uzg3swzzfg6tLFx2VwoO/82tofH+DZ9XjG2I/yzMAV8Zv4jE0oZ7bQckGIw6ql0ZgsLy4piK+qrJK+vj4dT8A9VFeMZ+urKqESXtB0z40PhaAHhWzc89kggr0vg8e0vA94uCdmh9vXuA2zKMu5wfMpx2fqtv32mX2cQxm9TrCvAWgVrNfOsfJWp5WhL+wjWb3WL2vD+THKBGLJ2bMBJOF9YnVaH/gc3LbrWFuo32zJMa0nUJce91VXnpugtzBEsF1s35ECwcmpT6/v29nK6bX8+3j3Np+tfitPTptpqx27uw+2n/ODdQTPYdugk4Ep+2zl7DP1WXlyi1NIbv+/AVOmuCWelb3X2UffOc+Bq3+f3/dcr50FnAXuYwvgEvj6r9+Vt999X956+z0Nxs6+997/UN773YcKrv7qG8+dg6rPf/UZCSbA1V986R8VXuFKCLQiYDvKKwviTiws4mO9+vo797ElXNOcBZwFnAXubYG7wRVfjAFXAIqe7k51b7Iv03zZnxwfV2XV1MSkAismciQUVq3NrVJZViGryyvCku5M/FE2Aa0qKyvVHYkJs8EBYlQBk4BBweDkY2MTUlVVIzk5+QqoDg9DCj0oAyRqbW1TWBWPJyWRINg2wWsJoh2SgYEhBV4dnR2yu7Oj4Opwd08GevukuLBQUIaxih/xuFCOVVVUqmpsf49lxQ+FoN319XVSVFSkwdKZwAPUmNhmZ2erKgvQAnwAPFAeyEQf5udnFFrhEjY9PSllxYXS19kph7s7OrkmRhZqq4b6WlmgbNxzDURdBbSamZ3RekPhsKyurSkUy8rKlNbWZtnd3ZZk0lNa1dXVSFlZsczOTsvBwZ6sri4roCopAdhNar3sByJUV1eq0gqQhmKOQPkjw4PazvPJlA+szE2Q/YyBvt5uKSrMl/S0q0LdXLOyslwaG4GD+ZKZma5t2/GD7jM+6PtAf6/k5uRon1DxVFVWSn5hgQwMDcrO3o5MzUxLaVmpXL16Re8nKjvUWCjPhoeHFdhlZmRKd3eXRIBF0agsLS9JTV2tpGWmK2yanJ5S+9zIylI13ODAgBwc7svewa4Mjw5JeWWZ5ObnyI2cLE0NTfUKsLiX1Md9xSWzsLhI8vLzdQxEDkO6yACLDeDuyhhpbWvV65VXVkh7Z4eCMABNJHIoMWJDxWN6z4A9tL2zs0O6ujpUDTc1NSEDA30yNNAnqytLatPNjbVzZSHjTUFS1IdbwKZISN1JUcmRUC+xz0CNgRugGPeU49zru48DzBhfxFIjmR2BgCRsACTETQ+gyDju6elRWwJOsRPXul3vbdUT95lkbQFukWbnZuRq2hX54z/5I6mtr5G9/R0938olWY3RP29+blqyb1xXQMwCBKjucGcElgJaiY1Hv60NCtB8RZ2BLNpmAcfVTTDmx63ywQTlON/aazGskkC8SFTvOW7Ojz32mMLq7e1ttY2nsPKUMpzLZ33PJVLnK//xjBiksNz2kXvnBVVbt1cUBOzQt7XVZXW/Jp4g/eBOpooAACAASURBVON+omyl3dTx36zHB1Nc957XuQdUs/pQLXEen7Xd/r3kvW+QxeqkDPvsOnaOlbPPQCsDV4ARBYfYzQdalLOyes0AmGO/1UduKbhfz1XlFO7DXl0KK/1A88Ar3AGD53JOsA7tA31nP33iun4ZK2v9tnrI2UeubfDtDfixc+waVsY+36ufdk7wfLZJdk37TM7/3eB++2ywijIWp9DAlh7zwRXvc1V4Bd7v1n8Hru79fcjtdRZwFnAWuMMCH3/yqRDPHIBE+vjjT+Sjjz65o8w/9wOg6nfvf6jxp4hNhVvfL179jbz9zvsKsoBMP/vFm6quUlD1lR/JU3/1Q/nsl//xPAGsDFr9+V//UIEWwduBVwRmJwde/d0PXlLVFTDL/TkLOAs4CzxoFnji5k25dfNMyG+enuoXcqBFZ0ebggtcBflSbJOXyYkJqayolJHhEV3ZiNWUmNiFDvaltaVZykqKZXFh3os3lIhroHTckXDBY5IMuLJEXbgJZmZeV1BFXCvc8qqImVVRqe5y8/MLcnhwqK6Fo8Mjkp+XJx3tHXKwfyDxKK5U1JeQuA+vFheXpby8UirKKmRpYUlCByHZWN2Q5sZmaaxvlPXVdXVRHB0elaysG5KfVyBtre3S3dUjvb190tXVLSUlparaQiUETNnf31dwRVsHBgZ0Uq8qoFhMVwRsa22T0pISmRgfl3g0Kof7+9LT3SWlRYUyNzOlk2tWWMOda29nR1aWljy3wnhcZmdmpaS4WIPSE/MLlyTiPZGAfpWVFVJUVKjxf4BltIl2AHUULhDvKRFX9Rf7AScAka0t1Ge1akPiGDHhi4TDGr+L4PgaGyg4abJtfxLF/UY5BUDIzc1RwDQ6OqKKItoxPz8nFRXlCuxmZlCPATISMjszo+Wbmltkd29fotG4LC2vSFV1jRQUFcn07Kysb27J0PCIZOfkSn5BoayurksimZJoLCYbmxuCO2ZaRoa0trVLiJUjY3FZWV2Tzq5uybqRLRnXs/Q8zq2sqta6R0fHZWNzU9o62iQr+4ZU1VRL/2C/uvmVlpfK5auXpbqmWtbW1+QwHNJrbW5tSVFJseTm5SpMwp6MpZ1doF+H3LiRLQVFxVJRWSVFxSVy5eo1uZ51Q4ZHRmRvf18irHQZjcnCwpKUlJTpMdpUUFgo6RkZcvHSZbly5apk3bghnZ1dOrays3Pk0qXLOsaJY0bfWB0MtzripxGbjfhXALnr1zN1bEzrODwUYqiFwyFZWVmW5pZmdXHML8jXfk1MjMvBwb7vnufFtKIs94Y6m5oaFbqicgO80leDr+Q8k4wbg6irqx5MAaIYAAIUGQgiBzTRduAd1+7o6lCw+NAjD0l2bo62MwYkRDUXA4LFJJlKKKzDHmlpGTI+Mak2wI6MFRRujF0UkJwXjxPDLSSJREQSSQJ/0x5cVyNylMJNkm2erZgkWbnQ3DL9HLdN3k86PnFXVRdIVmaLqVvq+tqajm3AsYErizNFHxVAaOB0IBHQ57ay0N6JwA1NvlsY2+eqLx8UGdwBHJDoY0N9naSnpUleXq4M9PdpwH6UZthZywUAj4ERuya53QttowGde0AzgIlXxgNdtM3aq+3y1VzBcpQ30MK2ARTdr255R1qHQSpy2kwOMLVyvGeox9p/93bwOlbG8mB7aKepQbU9PngCPuE6yD6ri/Npi7bfB15qT9/2Bq44Tr0cC9qB84Mw6Y523MNWeh3fxsG2s5/P2h4fegU/c5zrBMvxmcT/3OA2ZUxVZcfIDWJRr57HuXeBK7Obgix/JVkHrh60b2quvc4CzgL/ahYATOGy98Zbv5UXX35L3fZeee03CpNY1Q8Xvl+98Y689Zv35P0PPlKY9U9pnAGw9z/8SGNPoZ4iaDoQai/1LYndelpB1Oe/8iNdMZBrAbCAWZQFTAGrDFIBqO5OHGPfE1/4gca0MnCF8urHP/2VQizcBX/w7C//KU12ZZwFnAWcBe4rC9w6uymaTgFXZ/rl9wCXn9ZmhVehw/3zL9FMlAhSziRvdHRU4joJ9CZBKAXa21p09UBWHqQsk8j1NS+ODoorFC4AH1Mx4Q5WUFAg1dU1GqNqbW1DIQCBmnEBQ4kDNIpFY6qcAlxlZV5X957DvX1BIYPLTzKOWoN6E7K3dyA93b1SVFAsw4OjsrO1KzNTs1JRXiUDfYNyuB+S8EFERoZHJTubeFiFUlfXIC0tbdLc3Ko5sbPa2zu0DUzwUaagRkFxRc4En4k+7pD7u3sKnQhMT7wuYuawr7W5RSrLy1VpYxNFjfMU91YR5FxUPUMDg6pg41xUICg7cL0EYBEHrLXFc0UcGxtXZUx3d7cfj6hF3elwsSSxn/bhxkj79vb21e0QmMU+7ImyxoMzUb3PTHpsIsWkh20mQzYh4jixsfJycxR6ADhOT0/l6OhYwuGI1ss1JyYm9L5SN66Tubl5Mju3IDHuSzwpoXBU2tq7JC09U4ZHxnTf1vaulJSWS0FhsaxvbHngMRGXWCIuE1OTcv1GlrR3dOm5QEnS/kFIqmvq5NHHLkhxSZleY/8gLNTFsbHxcbmRky31jQ2yhdqO+FHxmLoWEsvq4uVL0tbZrm6GXGd9a0ODrqO6ml9akHAsIuFITHr7BuTKtXRpbGqR9Y1t2dtHibctnV09cuHiFbmRnSsLi8tadnt3X2pq6yUjM0sGBoe1LfSHttPf6tp6GZ+YlpXVdZmemdeyjz12UUEXbq6oBqNRT/1V39Cg97ChoUEViLjQXb58WYqLS2RtfV1VUrhFck+xT21DvdTW10laRrrCMVz/FEL5cdOIH4USkOeV549FEnC1xR0WIGvwynLGNKoxYsThBosKyBRXwKsguGIbcMWzjHprYWFRiktKpLG5SRVq1zLSdOGC8EFInwme0wjPxuGBLC6tSGlZpTz62CVpbmnTzyurGzoOUK7hKoobJ32JRIgddiiHh3uyf8CKn7wPQhI63JOD/R3NaQsghjbSZnPVNKiiAEzfE54KVJ9dfyVKYBXqytLSUr1mMplSEGcQhHqD23wGIij4MQDkgyqFHwSON3B11347Tr65uaGQkLh2qBIzr2cK6sre3m4Jhw/PQQrXtjYE20Eb+Gwp+Pnu9gXPAxwG26E2CuyzssH6rK92LXMF1PdawEWQz8Tew2UZtSD3g9hj1EWyd41t32t/cB/bwWva9Wi/tZPc6rVtq8MAlZY3OOWDKgVbPuDiOHXb+ZZT73ldfh/smLXt7uP3+sw57Ld2Butl2wAV25RVAOW/h4PH7d1sx1FbsY8ydkxzf7EN1FYGsXAZxB62z4Gr++prmGuMs4CzwL+1BVjBDwhFbCnUTbjq/fJXbyvsQZ1EAgKR42pHGdJLv3xLnnnhVfngg49+rwuffPKpBlh/9VcEWH9D/vJrz8royl9K19STkl65J0WtMfn6d15Qd76V0FelY+IJqe0/lqHFz8lffu0ZeeaF1xRwEZQduAWQejKQs63piz+QJ7/4Ay1DORL7UWd970cvK6yizcS8AmAR6+rZF177JwO33+uY2+Es4CzgLPBvZIFzcKUA60y/AKO4IiYSqiuAlH0pxtWGoNJM8oAVTFpRITBBMffCqspyQdGjaoBETDY2UA1VquKKwM/qGuW73wFTCLheXV0ra2ubEongduVNhE0FEiN+UDSqrojDg0OSnXVDodDB3r5CKybEmnx4hWqDQO2lxWXSWN8ki/NL0tXRLRVllTI/uyDRcEzChxGZnJiS3Nx8DfBObKz9/UN1PwQmbG5u66p+TO6ZlJPjKoibYm9vr4IhdbmKxoR2dHd2adB3VlQEXBE/q6mhUcrLSmVleVHdgtRNiRg8/nLprFIGuCJoPDHDOBdwBbQCalEuEgrr9XJzcxUCAJ6IGZWenq5AAkUVCcCBOybKNsADbWZyDtDCjRG4hJ2JIQQMZOLJRMomPUx8bPITnBSxD9ctFECcix0Iqo5bF/cHiGcghH1AAO41+xoam6Sru1chUE9vvxQWlcjVa+nSPzAk0VhCNrd2pLSsQvILimRtfVPiKMdSSQVXYxPjknH9urS2dchhKKKgK5E8UjhVW9cgly5fVQBGPQa1KNfS1iaZWddldHxM41FFUATFPXhFndfS0xSqbGxtSjQWlfXNDVVc5RXky9LKklAe6AQUy8nNP4dTXAcAByCrqKyWi5euCH0CyK2ubWgfgHAcN1i3tLyqdVCe/ZFoXPs9v7Ak16/fkLKyCtna2lHYCgTEDRa74aYHtOE5ISfWGvcVVz6AJIDyRna2DAwPqXKMWF+4MF69evU8ThP3nvsMFAaCAYyBUzy7QBobIx4YiijQJM4aEIXjgLHFxYU7oBXPM8+55QAixhmJdtFuXC7Hpyakb6BfrqZfk+amZn0+eCZIKP64D/mFRfLoYxflv/7pQ/Jnn3lYxwXgD9CXnp6hajOeN+rd2dmWkZHhc3djwPnQ0KCO+6LiIikvL1PXV95TCtOiYYmQIiGNOTc6OqyAlbEKEMcO1m6eYWxDn4lrx/jV8X3XyoQ8KwasDEwAGAzokAM+DKygOPLcNL0A/gZGOM6zR45Sze4pwfBRxo2NDSv44Vw9x3dz1B8BAoHy7brsNygSzK1tHKcsn0l8BupZW+8JoO5wrfTOtTrMzdDOt5y2kmg3i0WkpV2V+roaiYYPvYD5PrTBdsF2mi2DOcd57/AesvcSx6mbttu1gvXcva32uQtQqT0D98gUWPTBtrmmXdfaarZmvO/tbutiJeyz41z73D53qa6C5YJ9ZJu+WbuD/WSf9T+opuJdbe0jpw77v8xn27bc3L7JgVfk5+DKrSr4b/Rty13WWcBZ4L6yAAooErDqxVd+fQ6qgDy41JlbHaCH1fyIG0UCJJETL+rr3/mJfsYt7+e/ePPcjRBAFDr9tpx9/nsan+q3730gL73ya6nsTsn/9EdDmnIaQvL0D15UBddnv/QjPfZ40ab8v9mrMrDwWQ3ATr1ArFt/+X2FU+SoqQBV5CT23fT3K9z64g9UlcU2faA/FuuKVQZReQHcUI25P2cBZwFngQfJArdu3pInbt5S1ZUproBQLc2Nqrpi275gMzFk0ltWXq6KKyaBnutNTMEViquy0mKFHZRlooT7E1AF2IXCCvUS5xHHCZCF2iA3r0BXBtzY2FJ4dHCAYmhPJ+6HoUMJh8JysLen6qTc7BwNqr6zue3FI8LFKMykhomTp/DZ2dk7h1UdbV1SVVEt7a0dcrCHQishsXBcFuY99y5iaS0vr0ooRMwqJpQEsUa95U0umeTSXvoNuDLFlR4PR3RizuqK+bl5MjYyqm1CccXqi4UF+TI9NaEKEWzBKoKAKRJgirhgvd09eu5g/4B+NmiViid0RURcE7kuKhlsgr0Ipk17mPgy8SYnMfEGLpmihBw4CHTCVROARY6KivbcnvB4EzYmSrbP1FisgpeXl6NKKur2Vl0jpljsHFyZ4oo2AACAKICc6pp6VUgBm1AlAaKWV9YU4hi4yssvVDVSDHdP3IySCRmbBFxlSktru4IrdQONJ1X5VN/QpIBjcmrmHBJxHDhUVlEhmVmZMj07LXsH+xKORryVABNxWVxeUhdCYm0tr64opAJg4SqYk5cr84uLCrvm5hcl60aOQrWNzW1tKzAK8ASo6h8cVnCGUujgMKxtRzVGP+gbZcKRqFDP9axsKSouFephPwAMpdYN6gd0be1INJpQ1z2AH4CSBQGwrUElABQKJMYg+1jsYHpmWnb2drVvkXhUhkaG5dq1awpocAPkPuFSisKK1S+pg3NRL7Kf+8TY4DpcD7iZlpYmDz/8sFy4cEHhGK5/wdhaQCue6TtzoHJM60fZVVVdrTBwfnFesnJuqAscK4gCYIGygKu1zXUZGsFNNF8VVxVVNTouUKhxv4Gkjz76qLS1tcrh4YHaBliXmZkpDz30kGRkZgigsaSsVAqKCuXSpYvy2CMPncfjw2UwFDqQyckxqawsk4KCPCksLtTxdDXtmtoKW9B3Eu8n2o6deH6wC+6F9NNAHZDAAAaub+egwocWQLONdRYUmNJ4cwcHu7K+vqKfp6bGZXNzTcELMeq8BMDyVjGkLdyzvT3ipoUUznjgyosh5r03PPWqgTm7Bxw7b0tAnWRt5bgBE97h2ifijLHtxz7zcm/FUgVR5+AqGBvMawt91/ZgA991z84hB4ShtsrPz9UYiQquNP4UcaU8aGVtoz32f4U2sg2wYdtADrmWOQaWe2AQyEQbFDbdVYf11eqhjNdXDxYG4ZVXH3bw+v575wbqxm7EBwTGTYyPqgs17aIvep7vPnqcCgAp3ed9tnuEm6n1z+ATubU3mLPNsXul4DF7Z1s5wJW6BLIqrK+wOg24DrKP853i6kH6luba6izgLPAHtwDugK+98Y6wWt9bb/9OXnrlLYU7qJKARcSZAk4Bpr727RfOU3BVv6/87fMKhgBBuOihcPry3zwvP33pTemZfkrqBo7luZ+8pm6Hb771npx+7h8ko3pf/mvWssKpP8pYlOGlz8lfffM5+dI3n5P1yNdVifV/X52XaxW7cnD0NwqogF+WTj/nbQOqSLaf3KCWQS5UV55b4CvyvWde1n7RN8AbbXz3vQ/+4HZ1FToLOAs4C/xLWgBo9dQTT8rZyZmwQiAxmhbn56W6slIa6+sVcvBLM5PYrc116exol+LiIp1YEmvHJrMEn66tqdJg3r09XeoixznbmxvS3dkppcXF0tLUKIP9/bqCGLGdtja3ZGR4WEpLSqUgv0AaG5qkp7tHlSMoUIAzgBfi3RDviRUBM9MzhFXAZqanZW11zYuFE2FSzaQqqXkkHFX3wPLSCsnLyZOSohKZmpiSGGouIFcE16wdVQURc6ipqVkWF3Gl25fd3T1d1ZD4Q8ACwFUoFFbF040bWdpvJpka2ycaE1YsBFwR6H14iIDSEQmHQtLf1y/Z2TekualRNjfWJRoJ+3GgmHihfkhINBKV8bExyb6RLfV19bK9ta1lCFSeiCc0jhcxh1CEABgAEoAzU2AxyQYkHR+zWtSRqkVMEUVZ3K7ISZxP/C4m6azmFgoRu+xEk016LFf3Ev8XeiAXMa5aWlrVHiiruAZ2QWXDanS4jaJeWd/YEFQwxSXFsrq+obAGuIOrHa58wEEgEMH0gTnEhcJVkxhXxHoizhVpYnJS0jMyFWiwWqSpqnZ8t7zMzCyZmZ0/h0rUSX3FJaUaZ2pufsGLjQWc8d0PWY0Q0FFcWiJLK8sKfbZ2ts/B1cLSooKusfFJVQBVVdcqDAM4UT/QifYPDY9qbKaGxmahPds7+9LQ2CKXr6RJTW2DugXiGlheUa1uhR2d3armI4YT8GtubkGyrmdLaWmFv8BAQt0Ac/Py1HbEgSPWF0CDhJ3NvVZhSzSmSqT1zU2ZnZuTMWLOVVXJhQsXNY7W/v6Bjtf19Q2prKyShx56WGN14S4KwGIs2LgmZzU/QCMJwDwyMuK556JWi4Q0KfDQQO8AHS/hJkiMr8NQWPoHBvUaA4NDso9Kam9P6uob5MLFi/ocHB4cqJug9icel4NDXD7r5crVdAFAqtIyGtd8YGBQLl+5Kk3NzbK3f6AriqK8Qul48eJFHfvjE+Oytb0l2zs7GnPuyuVL+k5CnQUcJth7VVWlgrOpqUnZ2d2VkdExuZaWLiWlZfp8A56x68Y6irlCjWNGOeJ1KczwXQ892OODDx9aAT0MRvD+m5wcl8KiAl1soKq6UlrbWvQZyM7JUbvm5OYKMch4ZyRRqCbiGqsMBRiutUDL0tISaW1tkbW1VXXBVDsniBfFWAjLxvqajI2NSl9fr4yODMv6+pqCKACKASyDIgZhyDkOwCFWGEH89/dZPZXYc15sMtrCNaxdKGixIdc3NS02MGCFbZIpntWYxIFf2CmQ9vZ3ZWl5UXZ3tyQejWgAdIANMfa4hhcjzIdPPhwyAARQIZ2324dDCpnY9hOfj1JeQsl6fHTbXdD6rtBKwRXXTUo8EZedPZS0WxKPhRXcecH6vfNTKQ/K0RYSNiDRXvKhwQG5npmuP+bgPo9dT05SkiTOWhIYyLhBEQYIIzG+iPXltVPjsiWi2j/es7Qz2N+7P3PM1FPknMO+YM459tnKs4/3t55LHkh6PWCYU1z9S36lcnU7CzgL3O8WIH7Vr958R1fWe8cPjP7r37wnqKLIiWEFwPrG0z9R1dOXvvVj+etvPqfB0Yk1ZdtAKsqRKJN86rsytvqX0jH5hDxWuClZtQeyFfuGxqe69YUfyGroq5LfFBHA1P/+6JT8L386KlU9KXUjxGY//tnrqrr6z2kL8qc3VqR//i8EUAWgMlUVgCq4z2AVCixAFSorEisMEisLuEaifbSXHBUWyiv35yzgLOAs8KBZAFdBU1wBrlhxjxUDgTF9Pb26Ch6rXqEqAGKw0hwrDvZ2d+pnjSkTDcvM9KR0d3VIR3urluEXar7gx6NhWZqdkbamRqmrqpC66ip19ZudnlFXOdRJxHeqr63TWE8VZeVSXlamk2gmqwTr3t7a0tUAtUxxqVSUl2t8GI6jOALgeLGuEupmh7pjZ2tbOtvb1YUPtz3c91jNMEoAbo23E1YFGAokFEzEAWpra5POzk7NAUSAHybN5ChAsrOvS01NlczNoRzbUwXJ7vaOdLS1S15OrrrxoWbhHCABKo4bN26oSgq12crKqqrMUNCgNgNKUB53P9y6gAaoL9gPVEDJBLTC3QulGhNtYhwBn1DJGJgywMF5JOwBqEKdxbUMNpnrGe5nB4eHcnTMr/Ont5dRt7gqTJL85ePnVXGVq2oe+gW0ApJxHWxlroIopXb393TlPwJzW4wrXPwM/KCISyYBbMcKDg1cobQDZnEsEU/JxMSUpF3L0Hhj4RCT/SNV0x0ehqWhoUld7aYAHr77HfUDkSqrauRaWoaMjI5LKBzTGFcGrgBTBG2vrK6S7d0dBVrkKHdQXKHIAsRMTE5LesZ1jb2FG6C5r6LCA6J19/TJ5SvXpK29U4HcYSgq/QMjcvHSNblw8apkXs+RtPQsycjMlqbmDtnc2vPdX1H4JDSGW9b1XF1AYHvbcwlkxcTsvBxdeXENyEncKB9aYWdTB7HN/WxoaJTsnDy5lpYpaWmZ8vjjl+Sxxy5IR0eXxnijnbR7fn5RFz24dOmKqpVQ3AEZLdYZ4wb3QRR9KPu4v4wdvWbUhxWBlQX1OeO4D9ZQluHmiTvklatp0tjYonG+hkfGVWH3mYceVoUfYxrQFaZPsYRs7+xJWXmlXLuWLpOT03coHQGDFy9f1dhXu3sHeg6wjXaiKgPk8ixgE+Auzw8xuXiGeR7YT//oD/Dbc7tMyM7OvoJS3IMBpZ6qEnC1JTn5BVJSXiFbQA118/NiZgEwFNqQ+y5+5LYNSMF9DRjS29+nscYuXLooxWWl0t3bJyOjE4La8JFHLyigBUryLGJ3oDzPMbCQdvIOePzxx9U1lFVUzdYAdGAei1Xg7osbJ3ZgQQtWKAWckVSFFIilpMDKB0ME/l9YmteFC1gAg2uiwvTs5d1v3i3YbX52XoYGhmRkaEQXtwiHDrW/0ZgHvra2N2VrZ1OiiagchvdlY2tdNre3FPqGImE5jIQkFDmUcCTkgzXUaklJHR1JIpHU+0kMr2jk8By8KQQKxJNSwBIAWAqTAtAKcAUk8lapZKXK28oyA0DkHugC7J+qCrKnr1dY8fPwYFdSBPuP82OCF+SfOriv3H/vHqPwAvih5PVcb/lBhv9zLFjCuABOpY68BLxK+CkWD0vch1jJRET297Zle2tNlbd2X2if9Zv+Bfsc3KYMcCoIsThuwCp4zPahwjIllkEvjllCdeUUVw/aNzXXXmcBZ4E/iAU+9IOu4x7ICoEklEcool57/R154cU3NAYUyqovfv1ZTV/42rOqpkJRxTaueyTgEFCI2FfEkgIiTW18UR4p2JD/krkkn8ldU1j14su/lp+++IYs7H1JoRWugv/xvwzL//zHQ/If/2RE4k88rX377e8+lKnNL8p/ujKnqaA5Iokn/05VVeYKaIDKYlkBqSxou8EqgBXtDLaVvnzpmx68QnUFJHN/zgLOAs4CD5oFcA988tYTmgBXuKqRgDwAIE8p5C1jz5d1VBjAKr68M2HiSzRfvNnHcfZxjHL6yzi/XkcjEt7fk42VZU1AJGLeGGziOlsbm4Jb0fzsnLCKGjF3mEgxiWZVQY6TUF4tLS5q/CbKMNlmAmsudtZ+6lxZWpbR4RFZnF/Qa+GiR7+0f/4qagAelENMHJnQEU+IbeL9MOEmAZRYlQ1oVVdXIwMDfbK9vSmhw0OZmZpW6FZaXCKVFRXqZmUxhYBM1IlCygJkUz8KCwACfWNSRDn2qRqqvV3dAplY4nZH/CraCCwiYRMAG7AB6EbbmQQzUbc4PkzeUapxLeAV20zgmfwz+eUcJs8EWj85wT3QC/Brkz6DVkzgRkaGdHU72gEkoG4mdIA16iHeFhNvXPMIvM3kEDc/4ldNz8ypagmohMKNWGIEzwdE7e7ua2yzrKxsGRubEKAUbpqUIVj+hQuXpLGxWcsb8KJMbW29oLgCeACsLAGxCJ5O/CsCuHvueRF1P8RlkHYR46q7t8dbVTAe0wk3gdm9GFeeCosg6sS3AoCNT0wprAJy0IaDg5DgqgikAbAAbra2gTDVUlRcLoNDYzI2Pi1T0/OysropoTCQh+Drt11QWfXyema2FBeVyubmlt6HlbVVhVbpmRkyMzer8be4PyTsTQIs4MpWX18nV65eVSCCOgzlGTDv8uWr0tXVo/by4sTFtb24zQL5yssr5MKFx9Ul0IKzUy/wgnhS5AZLznMfiPBM82xTnmOMW9pGIHvagEsk8cuwG4Hr+ZyWfl0AV2lp1/RZ9c7x1GuAK1wEOYfVIK292JkA9xcuXlZwhVIPmMhYY4wDbFAo8cxzfdrCs8aY5nkALxs1VgAAIABJREFU6pndOAfXSMY9ceuwe2Fhsca1wzWYa6nyb31LcgsKpayySt0cAVEGgoBBbHswy4tbZdsGr/gMIAHaFpYUa4y16dkZVZWhFERpWF5RpWovgudjQ9rPMwyU5h1GP2gnzz/vCnvOAHYo4ugbijnKAry5XyjkUJpNTY7rvTFwZWAkmK+uLktdQ600NDWocg3ofeXKFW0DdmJsYUeugS15VwHScTXt6uzU9nIcUK2rWNbWCGO2f3Dg3G2TPuMCWt9YL5XVFTI7N6OrYLKSKvXTF9rPjw2trc26kAduyPzfMIjD/xHabe8hcu+Yp9bi3tIO4q/NzczI1uaG/n9itU3OtXqog/89qLxSqSN93xC3EEUm70wCyOv/Kl3xMqJ18H8uymIEfiwtxgFjloSNyPkhhoStuR5jACCLkowcFRs5KjZPXZbS1WOHBgZkgJhtB965nE9brc3WT/6Xsh0EV8FjBqbsuH0Ogir23QtWsZ9ynMu2A1cP2jc1115nAWeBf7YFPv7kU1VTsVogwOq9330ob7z1rrryAZcAOsStMuBDDqwCCCkU+uozqmIyRRP7UDmhwCKOFGqmlcOvykO5a/J/XZlXl8CGwRNZ2PuyBlwndtX/eWlW/o8LM/K/Pjwp/9sjkwquUFbRnk9FdHVB1FZ/lrMqaZW7sh3/pqSe+q4c/8Xfy8ln/+FOiOUHYTd4ZSsKsvIgibYD2FCJAa1IADlWFwTUuT9nAWcBZ4EHzQKAq1tnt+Tm6U05OzmVJ296EOuJMz/21c1TYfUi+3LMl+Inbp3pZ9t/ry/Q9uX65CglZ6nk7XSU0hXzLNbTcfJIP7OKnkEnJjrBhAsgKwcmYh6g0s9JzwUEiKIpANyIH2XgjRxARk7iukni2ASuwUSSCRGTdya/TCKZrDChZKLJBBiABaza3duR/X0UJBGtD8XY5vqGrK2sKlBDaaUwDVfAaFSVV0y6mXCjnGJyaMoqJlWoECgHXGJiiKIERRSgiEmrBYzGHTCZSqniCeDBBBAoRuywispK3SZwOxNbytIHJsdM1FBZALCYsLIvWCdKCJscnefHuOzFZWZ2WmpqKiUnJ1shGtekXiaQKMiY4BJ7qLSsVPqHBnXyvrqxJqwsdz3rhtzIztNYV8S3Ki+vlJqaOo0nBjAA5gwNjUh2dq4UFBSdr+pI7CdiQKWlZShoGBwcVoUMAGZ8fFLLX7x4WaEW0ATQhDsiAIuA6AAzgnzX1TfKxNSUzC8uqBqGoO2oq2jfYTgkB+FDhUSszgdoG5sYU/i2tbOr0OTxC5e07bj2cW1AG+2lbkAEQdxRDy0tr0l2ToHk5hXJxOSsrG/sqMpqa3tf8/2DiMIvgzMsHJCRfkPKSisVXDHOgB51DfXy2IXHVbG2sbl57tLH+NNJcyik97a4qEjhBivzAesISg+wwyadnd3qzsi1pqdnpbe3X9uNrVF3tbe3yaVLl3SMMaapm+ubgonxfp5U0eSrrvx4T0zIOYf7T5sAS4A8YBWrRS6trGkML9R2uAACioiZBQTmmWD1RFNcVVR64Ip7Gg7TR89VECB46fI1jXdF/ZzD9XiGgDU8R9Ze2sJ4B/ACWnh+aRd94jlkvAJvi4tLFVg9/vhFHT9LSysKIhmHAI3CkjIpq6jU1ScVXJ3Ht7qtOvNUOIAK+u4BjiC82tjaECAoq1oyxuhnLJ7SHHXetWtpgtsi7SOhvpqfm5ODwH3geeZ54l3A+wl3QJ5vnmFglr2z6Dfviscfe1Qa6mv1hwJgiAEVgAjbCnDiUenv75UbOVkyMzet9xf78a4ASoXDnusotkK1NjA4oEB3ZW1F3WqvXL2mkJjx39PTJ3y+ePmKglOeMVwvcb8dn5yQweEhAb5+5uE/k+6eLh/MAK0OZXBgQBWovIOamxslJztLrmemydzM1B3tpu0Gr3gfeZ+TCrYB3EDayspqVdKWFBXL9CQu4ICr20HSz8/nPZZIytrquvT09Et6xg1JS0uX1uZmGRse0R9BeH/zg8nI0JDGRQNqra+vCkH9eU9jdxL3ZGFhTna2NxV6cQ0gFeo47iVQjsUw+P/BjwvcI1zBN1bXpbykVFASb6zhMu4p0egXCYCmUJjVMP1VPK39J8QFO7oN8my//b/V3AddZ76iCpvxv5ec48Gy/A/n/zc/TDhw9aB9U3PtdRZ4QC3ASn244LFK35tv/VYTaqfX33xXg6Ljmve27673h+4iICj4xyqBv3v/IwVVv3v/Q3nn3fflF7/8jca3IqYVqiRAD7kBK4NAQCFTNtmqfeRAIwKkf+u7XsD2ncQ35WLxliqrgFeXSrdVhQW8IuB6bd+RuhBeKtlWRdZ/ujwnZR2J83hTySf/Ti4Ubym4Is7V8sFXJHL2HUk88Xdy9OcevAJgmbsg1waeWVtoD2022EYOuMJNEHUYMa9e+PkbwiqK7s9ZwFnAWeBBs8DNszO5dfPmeXri5k25eXoqt87OhG3gFOnJJ24qrOKLr30BZr99MTZQZV+cKUfi81EiLqdHKU0nGsD2SI5SfLk+UjeShK5OmJRjwIwfQ4lfy/WXawATMVjUHTDqwSfKJD2XNYVWfsBzABXQimQQjNyDVV5+fixBzBQ/3hSTHgLnaqwoXNb4xZ6JkBebhWO0l4kDsVP44q9uKImEtvnkmBgkJ3o+7WHyT67xphJJ2drcVJUEk8OVZeKCEVyY9qfk+BglFUAKgOUF0AYOMblkosrxkxPsCGDC7cXLucbe7q5O1pngbm5s6CSUNtNWbMekeHl5SWZnZmRublZWV1f0GlYH9XFtm+DopIY4MydHOplcW13WyRp1oBZB+cWkm0kZ8XlQ7qDiArBNz8you1AylVRXPCaZjU3NUllVLVXVNdLU2CwTQAp1/aN9KVUH9fcP6kSUVfaYkA4MDKk6pq2tQ127UF8BNwAxKLAoB4gAcFHv2PiEHLJqXTzhxZCaX9R6MjKyJCcvT90AgQk1dbUKJhLJhLZzdGxUY0qlZ2YKqaCoSHpxLdsFOO1IY1OLugwCZYqKSnSlQdRhADgCrKM2Iq1vbEt5RY088uhFuXwl/dxN8HpWrmTdyJPauiZ12cPtDWBCHy5euCLp6delu6dXwQsgbWpmWqHH4xcvSGl5mUIXgA+gk+DkxA8DruJ+iuKK2FkEgAfesbjBQw89ovbCTqjbcBvMyytQ6MCKmSyGMDIyKpnXr0t3d4/CHQAPk+zJyUmNwUTsNuId6aSbwPaoKH3XOCbXHnTxVCWM1bn5ecnJpY/1srO7JwTYt1heQLXh4REFZcAXJv8KoaIxLcu9YwXBqSlcBVFyoWpLKAC7dPmKNLe0yv7BobbTlEemuDLoxjMAoEKlRBwpTzWWkOXlFSkrK1d3uurqGlWiNTW1yJUr19QmKyuoy5Kqulpb25Ds3Hwpq6xUYINLnPaZWFeq5PHUOwapyIFXKHpIptAh0H9xaank5ufJKi6L9CeRUrAIuAKY8KwovFMYF9V4evMLCzIxMSnDIyOSl5cvGRkeuIonEjI9PaPnNbe0aPw9+ss94L0ASMm+cUNKS4plZ3tLksSkCsArAyKokXr7euTxi49JfUOdxvfCZRMXROKgsaIhILygsFBjohH3Dffa5FFKwS9xwbq7e7XdoXBE1ZCPPnZBXVAXFpcUiBI/zhYLwGXywqUL0tXd5SmuWG10h5hj1cK9WEEVFw7J8NCgXLr4uHR0tAuugwasDM4Ec97/uPACuLmPjPGe7l5JT0uXosIidQvX2Fz+PeF/jvfeRG2VlKnJaSkrr5LHL1yRy5evSWF+oVSUVahL5OryinS2d0pGeoaOo97eHlU1Es8Q9Rnu2ihKUcPlZN/Q+GL6/yrhuRDOLyxKa1ubNDY2af8Y60NDwwr4V5ZXpLenRzLSMrStLc3NMtDfK4uL8wobGUfbW5syMz2lQe37+3p1MY/w4YGCOFw893Z3NHGPd7Y2Zd8P4o9NTo4BU8cah4txSHB/bIlKEHvyXuedbu/38//RzlXwQfua5trrLPBvYwFv1b1PdaU8gplb+vCjjzUWFKodVqdDrfSzX7wpP3nxDXn+56/Lcz/9laZnXnhN3eie/9nr8qPnX9VtlEnff/YVVSgRZ+mFn78uHOd8yv/kpTfko4//6VDl008/9Vz+PvlEQdSrr78jX/vOT+Tm578n4bPvyK0vfF/bCkD7zTu/U3CGNd9+53355NNP5Rev/kYDlwdd63C1CwIrYBAJQKSuesST8lf1Yx8ugoAugp7Hbj19HmD9j9IXNdYV8AlXPwAUca4m1r4gPTNPCWqs8q6kdE8/Jd/94S/UVRHwhavhH2cuyfWaA3Ud3Et9S+sFXhFHC4CFAssCtXP983YFVFj0g3ahCEMNBrjiHv3qzXf/bQaUu6qzgLOAs8A/0wLAJxRUgKknnzjT7bMzDzrdPPMglcErclNe3f2lmMmCfUk2eGVfmHUiYW4f/i/CHLNfhvmS7ZXxVpris5c8FYEpCWwyxiQN9ZQpq0y9xb4gsLrXtlcWCAXguR1kmYmSXdfUCwqqNE7MnSoA26+/iPvnaRBeBVAE7E1pTBcAEm3AvbGzvUMnmb09nboqldkIEEbMEeKleFCMpcs9CIZrYNCG2Ovs9PY+O2a2PD25HftEywZ+caetdk2O2bl2Py3nHrLtXcsmPcdydnZ27lpoca5wNaSNdweHV2BHLJ9wWJU2qG1YfY77hbLuSOHasbrwEI8JsAJsIfg5QItETCLUMCg9UOSgImKbsiRcDpksH4QOhJX1iLFFgHfK4W44NTmjMGB4bESVVbgy6oTcV8Kh1JmZmVV3RkAUbo0GpFBv4c5GrKym5laNnUWsIlRF7AfKWFpd25SS0koBVNXUNiqoqqyqO99H3CtUYDNzC6qMYhvwBgwrKS5TKBfGHdaHV8TgSstIlyvXrqprI+6N9Y0NsrmzraseomrJzMqSi5euSOb1G1JYVKLty8nJExRF1ItKDKVaRsZ1AbYB/3CftFUO6SfAAnCFSgSlDQsJzM7iGonKyXObImdyTTJAwz4myChTmpub1OUMNR9wFsBkCbgEEAM2Xb58WaENMBbwguKvrKxUjwEGUP0AwjhmyioUQZSjjdQJPEBxhWJQx5MqwuKCOi2vMF8B5dLqsoQiEb1v6RlZGiyf1Sa5VyjkgJDEBkOZxz1GFYVijyDqFVUV5/BF4VA0LkkUnjGA953vJVtdj/cFMZJ4LzE2S0rKNZYV449rcg0Ucaymqa6n45M6PhnnKNJQIgId8wuKJCs7Vx5+5ILCUla41NU1xyf1Pp+vrhlH5eO5awICATmo2nChTsWj+gMBbbL3k4L/o5QuRpCTnyuPPPaorubY2zdwPo6JQQcApX1Xr2Vo7DbcNRnrHZ09chlI2tWpsDcciyiMBgAC2xSS4DZ3fOQ9f/GYLhZwNSNTY8GxsAHPMu6SANap6VlVRwKTAG/E6WpsbFR3OtrN+0lt6q/0BxgEFBJYnbh3KDYXFpYUOB4eRDVO2vXrWQrkvR8bPJjIe5RrHB0dK+TDpdsLzp+hUHthblFWl9dka2NbV5pdWliWkqIyuXI5XYF4R0enul3jfg2sR01VXlEuly9ekcG+IUnEWBX2WHZ3D1QZyLsBsIZrMfAdd2aAKM9WdW2Nrp55LT1TqmurpKGhTsbGRnTlS2Kj4faJEpcFQlDaAuKILXm4f6CJ1WYb6xukubFJFydpbGhU9awHQXFTTenzAcDl2cHFfHhoQFe5ZBxgU9719qOEfXaKq3/mFyd3urPA/8gWQIn05m/eU5eyHz3/S3n6By/K099/UfPvfO/nQiLAN3GdcK/7+3sk20+AcxIr76FKssSKfU9//yVVAHGMlfvY9+1/+Lm/6t0bAmy61x9qIdz8UFBxbQANsaVQM+U0hORG3aEqjkKn35aK7qRMrn9BYRmqL9Rd/P36rfdUBaaB1b/5Y1VaAa9QKJnLHbDK1FUGhoBElizuFAoolE/0g/JcE/D0mdw1eThvXQYXPnvu7ofbX/TmdyR8+m2FUYCo0Mnf6gqCG9GvS03fkSquWHmQGFcEeyfAOysM0h/gF3CM2FemwDoLrChocI22YxeL04WLIMDw5794814mdfucBZwFnAUeCAsAKfhSa3AKgAXIMqAVPG5QIwg5KGcghOMkvjCzz0CJQRL2BY/ZF2vKkeyzTb7YZ9vklnTFp3hCQQggCiBCMoBlwIp9tk1u7oLqMqirZ3mxRmifXcvaYW0htzbQfusX+9nm3NtlUnJyhDoKG7AfSOO5LS7OL0pFeZm0tjQpuLJrAq10qXgfYKkaylRWx5497bqcw7bdB/tMm60+a5+1zcrQRtsO1kFdVtZyylni+DFL2p94QM1yg1Xktm0qMyZTqEKAWga5sIvaJnUkJynPRrhKeuefaMB2C8LOZNeLTYNtWDERyIUSDhWeNynlOHUzqUWdghpFXalQ2AEMdYXCpE6ogQAapN1Xwmk531UUlQ91cg3bJmfVuVic1d8iqlYC9PAZJQ3Ag4QrW3NLu0Ir3ASJabW3H5btnQPN5xdWpLCIlQ6zZX5hSSEGK+qxcqXnfrrnQRh/9cNoPKZugwSSx/VqbGJcocPunr/CJfGRQoeqdAI+4ArIRB4wQI56jXhWuDYCAnFtROFVXV2rk3yUP6i+gHsoo4AgAAQmzEyeiYUEmApCqiC4Yj8ggQl3e3urriiZlpamOfHV6BNufeQWT42A4w899JAQGJ6JNco94BNA65FHHlFVC/s4hxy3uIcffljLA6sANEBGAMdjjz2mLoHABIAWAAs4gKIOd8/J6Sk5CIVkdGxC42eVlJYrmOI+sY+g+sQnAzIAlMy99PqNG1JeSXB2T22kiqTtbc/tCyWZH6ie9wCQCrBtEN3iYaFgAhqSiKlFDC3gFfDGwBX3BpdIoAYLEwCtenr7dSEDQBautcBIVFiMV2AP7WUFS/rAGOeekbBLUXGJFBeVqOIIVetRQHEFXAPOJ1ByxmPqMosi7OFHHtPEqpnEgUMV5rlnXlWwR6B9jgFYsV9pWZmOxQgxnOIxXYkVN17GjYIlVE5HKb0Oz2L/4KBcunpNBgZHzuOIYWfsAETc2NxR2IiaEKDJ6pG4Epo9eU9Rr71T1d7JhLoKYjeg9cEBSsGQAlnALOpPFLAGurwV/fjsqV95Dy0tr+hzyPMQCUUlGed/A+/mpMQicWlv7ZT0tCxpb+9UFRnji7FM4n1Be69nZMnYyLjEo8DMI1leWVMbNbe0yfbuvo6pmZk5GRkZU7AOcOU5zszMlqrqOsH9cnNzQ1e9pM8jI8M63m2coxisq63TVWaXl5bUPb21pUVQao2OjOoKnSi/eOZ4hnhmgKy4baPMBFoRd7CwIE+qqypkd2fr/D1u73ZykgNXD8TXM9dIZ4F/HQt88smn6kKHWgnVE/AIhZQBJcDT17/jJQ9E/VRhVBBIoTYiAZ8MQH3ney+ef2YfxwFX1EssKeoEWKEGIv6SxpT6igeO2P7qt58/V0iZJWjXZvQb8v0fvSw/f/nXqvYiBw4R9Jz0/1xb0ADrKJJwybtStqPKI8qhEHvplbdU6UVQddoC3OF6qKzM5U4B0F95boCAKiAVgIg6TelEzn47Rl9wNeyaelL+5PqyrgxIrKqOiScUTgGrAE+AK2DU7PZfa9m28VsKprhO3+yfCy6ChS1RaR45k+Glz8ni/pc11pXCq5O/VYBFHfFbTysQM9dB2qeug4EVBi3GFZDwpy+9Kajo3J+zgLOAs8CDagEDVpYDrQyM2D4+sw3MMJBlZdjHMfYb7LAvx3wOfmEGsJDYZ9tMUGwf+23CYrDIYJXt93LP7c9AlamoyIOgKgizcCPkOPBE9ye5rqekoE6StclyawOf2SYPlrP+sV/7CWRJpuQEIOPH7uJ64cOQDA0MSn1dnSwtzWsdeq6/eh/wygKiMwEDZLHU+vHJnUuiexDpzuC91gby4DZl+Wxts/twdzk+U9bKB++v7fNgmgeoguAKQGTgyuAV+4KJSR8TSJRW57bHtVPdM313TXXx8VYVTKVQSXgBldWV03f/wS6qvgAc+PssKP/5PU9SxlNpqEtXPKaTbSbdqEWAAUz+z5NCAE9RZCo7oKi6puIulQCWJtTliX26MAHnowpLHulEvLikXLJzCmVhcVXBVTgMrPDS5NScQi0gAO6HBry8IM5MiH1FCS5nTLK5lkE22so2Cfe9SFRjtTGOo5GYTp7j/qQ77gcap10Ak2gU8OYl1D2aDlhQISYxjkUSXh1xFGoRVTbhJoiCxtRVQCoDWHfvQ3FFHCCUKEAki+3jxbEi7s+hgg0m+yhKmJgTkwkFFmXZBpQBo0hjY+PqWjU4OKSx2oidxup5xHwCgAHFmLCzgmVWVpZO2nFxBN4APlCo4WKZV5An41OTqq5i1cLHHr+oq0OiNiMYPADxkUcf1yDyff2DqrJr7+hWVdHVtGsauH8bO0QjGusJINbd0yMhXNn8mFF3g6uEr0jD7Q4FFO6ZKK5M0QWwQbVHIHpcXnFRBDISK41xoQq+WFzHEpCT/YtLS3rvUUJxHoCL8aMw1Y95BqzJzy9U17nQwaFCK9yweU+dj+VkXFV6rFTJwgnEUkNFSH2feegRBWq4u7IPQIb7KdexxIqRKNr2Dg/02QlHw1Lf0KBKvsVF4nDFNBYe4xRARhoYHpLL19Klf2BIIR3PMwCPuGcAPNRJrJAIyARqtrW3a3B07Bt8x7KtSe3uLXDA6qME8+/rG5Suzj7JycnXFUYZg6ou8103PYhlqiveJazGOqdQsLW1XcKHxCfkfwU/dhzp58b6ZmG1T2LQmZ15dxksZAznZOfK+OiERMO4rqdkbXVD1XIsSkB/AWsoQUnAYUD30sqyFBSWevDxAFdc3ocphZvVNbUawwzwRAxFFIm4MGfnZMvA0KBsbm3KyOiILK8syyHB7ZcWNZ4h7ojcf6AVzy/KsJbmFl21Fvfx/r4eycvNVrdD3vvB97v9j3Dg6kH9xuba7SzwB7YA6ipUOLj3oaAiAZeATEAdS6aUMvhkkArIFQRVxFAisd+O2bnAKksogHBdM2AFNELVBAQC4KBEAvTw+bmfvKa9fuvt32nMp8mNLwiB1vkjftYXvv6sFLZGBdc8ApuTStrjMrL8eVUvsR+FEm6JgK8fPvdLbSMudMR/MmBGG4JxrExtBQwKqqzYVgWWH1uKc/hMTnunN/9KHslfl/+ctiAEZM+uDymgWtj9kszt/LW0j9+Sqp6U1A+eCIHZl/a/ohAKQAX04jjugxxDSUZ8rLXQ1xRe7R/9jZBQaQHBgFf0LRjAHaBmbfz8V58R4nfhIuj+nAWcBZwFHnQLACqAVZbujmUVhFcGNf5bOV+SSQZ47Euy5UGIwjbp7mNMuoIgySZiNpHhHOJdASuC4AowgkuPxngKKK0ASRzT4378J0/5c1vlxTWtfsutDdafu/t2r7bfPD2Rs+NjOQFeJYnp5V2XAMCsPrjK6oApb+lzztc6fbjEZ63zFGCVkFM/pww2IhlIss/WNpuYWBut7N3lqd/KWh3cS9K9zvHKoooy5ZMXYwswhYoBiOWBKy9WFvuONGaXVw7ghbukluccXxVHjhqECabaW9USTOio51jVVh7wYmUwz/2HSbKWT/mwh9XcuN8ou/x6gUuxuK0Ch6IGlUhUItGIpigrfjF2zgPz33b1MsVHKnmne6pBAO84dbNSoKe8YpXBpuY2uXItUwqLyqSzu1/6B0akq7tf6uqbFVrl5RerK5YCJRYKSBBbCSVHSMGQTv4J9Ezgc+InxWMesNK+xARYoKoPXON0gQGgVUxiYT4DofiMEscS4ApVDvGQvKDnqiTzFzfgnEQUcOWtgqZucUzQ/WDs9BMVURBWaRsDK+xxTPf5EJB7hV01PpbGQPNWy7SJvx5PeG5uXI9rkVCk4E6qecTrJ0qXcCikk3hgGhAMSEV8r62tTVWsEAybMqhWlpaXZXZ+TianJmV8YlwWlz1lGwo3lDC44+Fqh5saIIhtFEzAGuKpAbVKyso0sDpBxok1FoqEFRxcunJZmlqa5TB08Hvxo4LjYn1tVVpagFNpcuHCRVUCoXoDWrHqI+6cxCDDjQzYsb62qYCLFTBRzs3NLUpXd59kXs9RsNbR1SWb256bLHDroYcflbb2DtlTRVtYIR8Km5ycXJmcmFJbHqMA9cEVzxSKq/+PvffwsiS57jP/m11qpZV2JUpacVdaiaKDmenuad/lbXd1mS7X5bu896bLe/teue7BEKADOTQAIQIUBYCEGxAEBgRmMB7jLYC757uZv1fRDz0gCLMiZl6dEycyI8NlZGRWxVe/ewPn4avra9bQ1OjqPRRTMg0EkOGQHuWZTAWBfWx0gL84lIXkRc3IewOcAgBX19TYxYuXbXp6JqW4EnQFXHV2d9u5i5cd5ABvHNSxoyOmsVfLrO1Wh4NKNoxgowD8reHzivHkHnBGzk6Ex/vJyDciQCyR8OeHcpCAg/aK8hv24INnfAxQ5DEfDw9pLwLbgleRcvPQJienHFw1NDQ5wAVcCV7tbO1YVWW1ZV3JsZnp2UitGc9pqbbw2ZWTnWujw+Ou0KIsu5xiVon5KWo+VHSorVCFRSbPhzY5PW25eUUOLzFXPj6O1KXz84DOEldPoXjEjx2KRJ4Vvvk6451aUQECHZdXV9xks9R9aPX6e8F3lXcLpRZAeHNr0wEeuzUWFuS7U37gO99x/R7hmG99Blz9ov/llul/ZgR+yhF488133EE6QAOzPkAUCimCgBNA6t2CwJWXiWGVgBVluE64n8IKaIWzcJRWAkfuQ+rRL7r5GwAIkz2UVYAewM7i3p87wAFQ4TOKch/74y+6Cgrgg4Nz1E2//MCY/fNfH3Cn6MCd8ltHDrLGV/7Y4Q0+trhf+g1EQyUlgCWn7MAezOzog2AWCqwQYMl0kHQAl+AXYS7WAAAgAElEQVQV6idAEzsC4ngdeAXEQnUFiMPcb/3w0+5sHcCEuR8+rIBdqLDu/v7n7ff/9MuGryv6TF3c78Lun/t4kE4+YgCWVFhALHxgYUYIzAL8Mb5AK5ziZ34yI5AZgcwIvBdGgD9kBacEr0gT0NA1pRH/qCB4Qh7BGAEWXbtfDChiweVl3OcTahwWT7HfkkAVFYImLSDDNF+4CYrE/7lX/Q5K4jT1jzhMJy9pisN86jtpLADCe2NnJ84pp3yKlT+9TJgewiPGj3MFneu5KJ36dY00zonJRzrPjzgMtKlyKqvr3t9YCYYKzKGVO5GPVGGcyy+XrnPOs1J6BLpOAGbquQrOBeMWPhf5qYkWndFz17HiaIEawSvS9Nx4/g5dgu3sOdf8IB9tKY1zXQtjrisAcHScig8iB9kOYPaTtrS8Yo0ttyy/uNRyC4otK6/QLmfn+XFDc5vNLiy5MgLzLspEcQTXHP7EfnxCf1IhNFK6+qJY/eE8TNPOZEoLYxRjOqc8xwSVUZ2Kw7xKY9zCMqqD69TjqrR4hzScSyeS0c6FbmqJuRmqrnj3NGKC6las65y78gtoFj9X9Unt4nw8pbgDtjh0ifxXAY4AM/hRw0QPFRTHAAdiwMrOTsLNC1EjAQk2tjdta3vbTa5Qd7kvob2TMQ7nm+YQDrZ7+/usrf2WNbU0W8utVld9oWbCLLG+ockqyivtWmmZdXf22M7WrvX1DtjlSzl28WKWFRVetfr6JvePdv7CZXfwj6kdEG96esry8/Pt9OnTblYGsGLHURyHd3Z22MbGmpt3uplcPHfpF3OdjRe4L5z9Eyamp2xpbd0GRkYtt7DI6puaXQ2FCV9+QZGxk2ZTS4vhaF7j4buI7u66apL+AJwwFURtB6iMAu8qZrwHrv45c/oh97EGvGHcMYe8eOmKQx7MWlEeAg6BPeyIubWzbcmDGDgdon6Nvk+8l3yr8J+mTRlQRGGKifoKxRm7kq6srHo/9G3Qt8I32HBwfsdNaPH5xs6b9AmgRnAfXJvb7j8rLyfXZqamHQzzT5HIpPzQ9hIJa73VZlnZOTY6Fpl7AqJ5vijmMEMFkHI/51GbdfX4/AL8AUxR+qE2Yy4CvlFcobrLzso3fNMB0xqbmt1MkU0pCPipo5/AfOYrSrPr1yusvb3D1VnUI1Nsxo9nNjN32xVeqBxRLLJpBt8b/6an/Z7IgKv3wl9vmXvIjMBPMAKYBaJcwt8RpnJAKoATPqswJ/PzGGAJYpEWBqXfA61is0ABK5kDRgqrE1NDqayARYAiTNkARIArqZrIAzwCwKA6erB42eET8eWqTVchffpzj7tTd+4DVRKA6H/5L5Gp4C/9ap/9s1/rd2B0qXLTr93ouuNKKxzCo7jifugjbQlc0RdBK4CVw7TY2TnQSiaBMhF0VVPsnF15MdcDNmG6OLX2p76DIH63UFi1jn7MfVYB4oBV23f+0mEU8Irxf/W1t1JP9FtPvuhKKvIAuoB4BICVjomBWAQAFuMFOAOmAQcBVjzvzE9mBDIjkBmB98oIoLACbgCtBDkEPQRA0uGV0gU9dE45ARGOWXQIkuhYMfko5wusGPRoUUiew9hnyZE72j3xb6U8lGNho3PKkKZFG9d0rjxqKzynnMqEdbBo1jnxPxS4F+6Jusirc2KNE9fDenSusSBvevjI3fsDLIGm9Hbu9+xUJ9fC/OEx13jOpAGeBKU4fvhhVFARmBKc4johPZ38pHGfOITn3jTuipWm+yedhXfkmwblBMdRWvoxi1MpfrRY51k79CAOAs8inCM6Jy/HXiY+Jl+YV+fEyscxKpYQQqGg2ksc2Mrqhi0srrjfGxyBs0DHRIpFuvILXMlEkL4CZNRnhzQCNL6LX+QcnfSoPxFUO4E2J0DF+5YCRidASPdMGYEildd93e9c970fgyXKCnzpGo7JKUs9qp88yre3R/9xrB85XnfIEUOrsG2VJxa0Ul8F7ohdpebtxe0eYD4JDNuLTCnxQxbvUOiKs1gZt0+c4DlGYMtNLZOozPiGRH7TUBZFftCSqd0bq6qq3ByRe6Bv0TOIvjknYxD3GbNPN+sEkEWKN/eHhuotVsNtrm/a+uqGm5qhkptfWHKgMjIy5gBkY3PHhobH3LcVZnq0C3xBUYR5JSaU7CrZ2NjoZpdbW2xcsJ1S79EnnrcCikfMHoEul65csoKiQjdPRMVVXVNnM7fnovm5f+h+ri5dzopNLgt8F85r5WVuionCDVM2HOkXFRXbAw+cdng2Pj5q9AFoBdRCFXfzZoNvEgB8wWQO+ILKCqiDAo53Y35x2Y9PnX7Iyq5XGLsS7iWBY9EGFXwP9J3keG72tgMe4BUbNlDn7Oy8q9YAP/PzC/5e8h7pu+HvjEPhSMnJGAOu2traHQRFJrV8Z+4YykmUXMUFhcYugygagaGAK9SZ+DwDSOJPa2QkAlf0ASf/jCGAFPNKgNWVK9m+4yI+5gBj+C4DXOHoHnAVwfkjm5qKwFVNTb0tLS37WKHSk6kh5r2UB67iN4v+NTQ0e17GmrmB4mpnd8cVh82tLdbY3GT1N+sdWl26dMl3EeXZAAIxiw+/9xlw9V75Cy5zH5kR+DFH4O23v2cvvvS6+4VCZQW4AZagyCEIXMlhukMpAJbUVDoOVFmpPLFKS9AKWCX/VcQyC3Ro9emv3QOKpGpCtQR0ARzhOwv4gglcy8hHDfhEwFcVvp8AQyiL1o8+bdVdd+zfnx53pVUUj9q/+sCw/YvfGHTFE2aDmArm1+96vYAu7hdVGP0CWqWbCgpCoaoSTANIEYBWoU8pYJbMBimHyd7i3qfsDz/5mOFEnjTUUGsHn7bl5H9zdRag6hOf+Tv7u8eftee/++5qKHZx/Nrjz3q/GSfAGuNCnSi8CPSdMf74Jx5zR/WPf+t5e+PNt3/MWZHJlhmBzAhkRuAXawQAFoJWOiZW4I9djgVKOAZwKE3QRTH5yct5mMZxuBhhcaVzYkENj2NY5Qv6WHGlxVgYa4FDWrioJD3MxzFp9EFllIdyHN/vuvoXXtN96X6ItSAgv9I1DsQE1aV7Dc9VTmNMrDqVRr1KT4+5pqC2wvzqQ3pMHtKoj+epY2LBqxBgkQa4Ighc6VyAS+dhfzjWGOteOQ+PWXAStPikHhay6YHrIezRs3f4ESt0Unli2CDooLzEpIXppCmE6fRTc4sYcBWZ4tEPmeeh4MAfTuToXbF85bDIjPJGqiuf1zFgE6xKj1P3EIAz9Tk9pl9hmqCP0tPBlCBUWCY8DmGU0qWk0jl1cKyxSW+Da6ihInNFzDVRTwFWTvp6v3ZIU1teZwzygFYEAJb6sO87+kUmlMAGN4P0scaXV2TOGG3kAIjYtySOtt3kkrwotfb9HOfrDrwwr9xL2MDAgAGtML+KnjVzJYJlGlP1QXEIxoBh+EbzuRv7SXO/aW7iHPlQw6QZaOKbCByg/sFPFE7O8Z92FPk8i00xpWbCpBKH3MSRcid6PwRp9I5FcxYguu9+p1DkjE2MW3dPj3V399ng4LCtLK9GztMP79jh0R0HWECY5pYWY2fLiqpKq71Zb8Mjw94mfqQwZ2P3O0weAWg46F9cXHClFWALpQ/O9VFCXbtW7iAHwEO97JyIHy1AFX6uCOzySBq7Zq6sLaeAd3gfHK+vrboZHrsZAsTYYRBfVZcvZ9nZsxf8GJ9r+i7om8F8QwWGagn4A1Si76iZUDzhkwo1EztLsjtjQV6+jQ6P+G5+KZ9yyaStra9bZfUNy8rKNgAYMIn7wkwQJRVO7oHUxNRfUVHlmyMAx1DcAa6aW9rcwT4Ql+/C3OyCK+2usoHA3ILXB6iiDDF9ph0AXU0Nu5XW+jHzkTnALoKY0WImyPjV1tfZwNCgm7rW1tXa5cuXHVzx7QFc8U3nO8w3l+99Blz9Yv2d9nPpLbuy4aj6m0+84MoblCh//ZUn7ennXrbXXs8sfH8ug/4/qVJ253vymZcjP1aPPenQBl9WKI+++vVn7AuPReZzf/fN5zwPcwFfUCiyCAAqoJRMANP9XsmHFTH55MwdMESQWSD+rGQa6LAoNsmTmR1gCCgkMIMpXG3PXfcFVd19x9VWF8s33Gk5js0xpWsf/x2r633YFU34ksKxOaZ5OEdnZz5UWr+Vt2CnS1a8bjcT/MK3Uv2SeeA9CqtHv5gyC6RPBICVYvp45/c+nwJY7hA9Vl5hrgdkeuKpF1NPGwAV/sg/V5j2Dx2/9fb37PU33rJnX3jVnnn+FY+BXq+89pY7XP9+xuv6PzSEmeuZEciMwHtgBIBQgCvARRgEs/gjV2BDihwBDl3jnLKCFeGxoAV/MBNYiITAQmWU9nAMR1h8sHgnBijg/4SYhWMYqz5BB13X4kfpxMpLzDmLTtoNy6iPyqN6dB/p/eWcMgTqZCwUlFex8oUx9XOdMspHGnnS62G8SVNMfj0b8qu8yuq68qs+Yp4Rsdoir/pFOmAKpRVAKgRWwCVBK9J1TMw514FOqot6w3Y0nrpOrDSeNWVDsEOaFubUzfk9IVZK6Rkqv+oQHNF1nhHHpBMzBxSfQIhdTyP9h64BY1x1FflxYmGIwgY1VeR0PTqOFqgnwErgivz0LTQHFLTSfCdWmseByaLDnNjET8f0W7BK90CsOa58xKSnx+E9ci2sKyyrcmEbyq9YQGs/uevgivuNzCoBgPgvisZedSmmD2EdqXpiGCloRbrKEIemgg4bAl9dwCYAFbvtseveEWOSjMJhYs+OAGmk4TB7/9B95h0k9m15adnm5ue935F/rmjO6L7DeRGNXQTG3LRMG0Q4sIq+OTwHATv6fIhZHM7/2RVTu2HGzvjxE+XOzn2jAfkO41vIe3XscdQn3oUT2Mu8px29S5Gz88jZP3X6zn84/4+hiHwtAa0IOPY/PDp2YLa9u+Omgvj6OgCwHR65ag6lD/MaNRDQZGcHRVVkRshzXo13YgQIzc8v2tzsvKuZMJljBz6cvwNw2C0RhRJmdKixcEi+trGaAuLcQzRm0bgxVuzIiKlcSclVV3XhSwofZQCnsrLrNjU16X3h+8F3wr8VvvkBMPnITQvLysotOzvXiIFL7LoJ0GppafPdGXOysq2qotI62zsMv4Q8T+Ke3l4rLi1xM8CqqmoHSIwBu3oKSo2NT7q/MpRRKK/wc8VY4z8MQIePL3ZvHB0dNRz5o65quNns/sKqq2sdiPmYzS14X4FWqLZu3mx0EEidmEhubm75LoJsWAC8Gp8Yt5y8XFdb4UMLhR3gFfNSmQrq+6/fD8QZcPUe+OPtJ72FN958xxfVn//yE+7HZ3X/L2x0+VE3yeqe/n33JzS3/UlXcuDMGsD11HOvuFnWZ7/0hP2PL3zLA5DjO8+8ZG+9/c5P2pVMuZ/zCPBseEZf++azhm8nVFUEgBXP79XX33JTsu997/vu5PzlV9+0p5992b7zzMv25DMv2ZNPv+RzhfIofx6LYRZ1/c1jkSN36gNsMZ8i88BvOLjCdxQKK4dWMbACWmkHP6mcgDyorYA/BPlp4hgzuarOY8PUDiAFjPpA3oLV9z3syiZAUqRm+gv3AzW88Ee+Kx8meTc6jw3zwOLGpJsZ4iQdB+f0C4US/aI/oamiFFbUqyBgBaxSAFqhmkJdRZqrrv74S57G8ee/9MTP+clmqs+MQGYEMiPw/hwBYJTgFTF/5CoAHAQYBDpI0x/CHCsIUJA/zKM/lkNAoWMttHTOgoVjLVp8ARP4JVI+XdcCkpi0aBEZLdi1gNMCXnnuXRRFjtLpI3Wrbcoon9JUv/KF96171BgQq/1wLNUO1yjv+WJlEQsuD2kgS/nIG44754T0sVb/FAssAaHIC1wiVr3K5/2N+6B2FHueGCg6rArGK1VPcM8Or+JnGZmpnIAsPTuNT3guf2YhmBLM8WcdL879WQKxYuikOogBPTw/z58GgAQedF2gROkCIn49MCEEMimgnPF2cPTu4CuCTDJpo33yyoRLwIXrIYwKARvp9Jd2wz6oX96f4LrgDXnT70Fl3q0eXVedykdMH3UfMvcjXXnCdnWs+nSu/Cdx9DyUT+mhqoqyus6xAmmp/IGpotJ4DocopwiJhB3s7flxWM7nQTwngFhci9JOoCTnXlcAMkmjHe9XWnp4jWPyqDzngBbONcepJ0qP6uSa8pPH5wL34G3Sx6hvnCtfVCfwj7InEN/flTgfdfGuql1i5fX3SP1yP1KRL6lo586T3TipT98izLWj9/fke0Z9d46jbw/13z2ONl3QBgkea0OGY3b04x8D5LnjO/HtJw58MwFtrBEp1SLH6twr/df4+PvFvfkYHbqT/vn5eTff3N3Z8uezvLRoCwtztsfOj2nl6R/3QzrmovOzizbYP2S93X020D9o1IViid0uB/oHrL+vx3q7uzxG5YViDSUZIAhQ1NzUYrda22166rabe+JU33dJLK90h/+1dQ3W09vvO0TiT+3g8I4f19U3+O6W169XWsPNRhsfnbC9naTNzy1abXW9ZWflWkF+kd2oqrHqqlrr6eq19bVNm5yYtqKCIrt86bLdqKxyoIbqDTUcTtzxa8WuhZiAsrHA8OiITU5PGX7QLl68aDeqq31Dg7t3Tn5nM778Ls+Aq/fh33vvfO/79sKLrztkAArgH4dd11C0oFQ5VbLiC/z/fCname3M1VUrazt0syzUKCz2ARFSzKCeYfEPwEDFgsIEZU/m53/+CPzgB5Efq2eee8WVUzwfBRRUj3396Xv8Kd2vxwBOoOUrr71pzz7/qpu0ocYDhAG0FH/rye/a499+wfOwMyEmiMChUGklYHUPtPpk5NtKSifmJJAIIIRTdfw1YQ54s/8jDqs+mL/oSiocsOfV7bqzcqARTsgBSAJeOD8nJB6JdtzD1xQKrF85O+nKLEzt1B/BMxRepMuHVQiogFQCVfRNwIp2da5+EGOGiFlm5iczApkRyIxAZgR+9iMAnOAP2RBacU46YMShRQx1SAthhsCJ8gAxosVS2s55afVocUJejilHzLnKs2gLz8NFiRZ04YJRi50wJp/qIV3HYbr6rrZ8oRovRFkMbW6s2cb6qm1vbfiCWnWo37pngSTdB7HGhzHjXPegPNQlmAG0YcEY1kO+FBgKFFikhc9C7Siv6iCPH8cKqpRCKl3hFQMrrgtMeRsx4KJfusaxwBR108ewn4yj0u4Xa5wV67n4c9NCM1Zt+YI+VtxEC+9oIU9ewQs9L8ZSx5oXni8GSYwz6Xr2HIewhfMUqIiP6aOAFXFYh/t+iqEO6VwPzdkEge4HrlQn9+RlYxUR7dOn9HtRv8J03YfKhP0nTWV0rDi8b9UnUJSIAR2x+gVgEmQiP/UIaqlNpXMehrAPyhumqR6V1zXypj8b1Use5aMcyqJjQLOHpB0lTmAe+ZgDlCVvqg7OA4WSriUSkfN6nSs/52GbOldMPrWjY+YOaeQh1rGuh+nk5TxMUxl2IVW6+sN7R5q3EdSvNhWrnOon5p0MYx8Hf+9OfMvp/eaa6iI+KXfixw+wdexg6ijlzNxhlavBoh1FD5PsBHtod47u2PHhsR0m790R9viQb0g0XvTP7z3+FtAHgpRpvnPp8bHnUX80Vhrj1NjE4046u5vSPjtqshOn+ztDARjvzOf1x/OXZ+1jFyviIjVlIjZFjcAbAI4NB1bX1u327JzN3J612bl535URv3cElF74OcOR/PjEpKu75m7P2+b6lu9oyM6E66vrNjI0Yl0dXdbd0W0DvQM2d3vOdrd3bW1l3YYGhqyro9O6O7usp7PbOjs63d8WZoEo47Z3dqynr9ed71dV37BbHe3W09NjV69etaKiIt9cgN9j4bea3wsZcPWz/1vqx6oRePTKq296QN3i4ZU37WUC56+8aS+98oYHT3slyosy5qeBQihqcNSMqReL+sm1P7GGgUcsp2bbPlS45M6r/8OZCfu3D46lwi8/MGr/5sOjfo6foOu3Dh12sbgHYgFCAFnys4N52J995mv2d3//nL38yhs/1nhkMv3sRwBo8tSzr7jJn/xW8awwDQRaAZeYa+k/mLMxP7/70uv22htvO9hiLmKihmnaE09HwArz0m9/50U3MwVacc41TE5pRwordrST03MAEcomYh3jywq1lZsJ4gD90Qhc4dcK6IQTcsAVKir8W2H2h9oK5RSQFSDFLn1AKyAX4IqASotdBrmOWotdCCn3/5yb8nOgGJAMWCVoJmgFOANSAaUExIip19v4WNQG5w7LPvZZh1f0k7Lc/yuBg/X0Mc6cZ0YgMwKZEciMwE83AgIgxPcDIqSzmFC+EEY4FImVNqTrj2MtcrSw4Fp4rHPStNhQvZyzQGPhQOD43RaxvriIF4eU16JQdRCHx8pPu6qf6+oHsa4BrAb6e636RqVVVly3wYE+X7CH96z7VR0qr/sjDvNznTTyLy3O2/DQgA0P85//WQcFgkbKR0x5novq0jNSup5beJ0897RLP2J45SZ9Qb+87sDET5CK9HvqiRVXXHd4Ffgo437UfjgGpOlccfgMKEfQsziO+xEpLKIFq+COoBGggvwCCXrm4ZwRsGDBK9UGsdrTnFIZ8odzjHPVn2QxyzyMIRNASuW9XAx7BK0EpTxfbBKI+krp3AdBYMvPpeyJgVl4fxob9Sfsm7cfQy8BpvR89zvnXrkHBc49pKmuUum6HscCTqo7rI/jsF9qQ2PGdZVX/aqHPDpWzP2rDqWl8jEXgEaY/cUmgG7+lzavVF7jShzOO64rTXnDmGsKlNM11aFz8uhY+Uhj7nMeBtI555reE5WhDl1TmbAO8itdZbnOO69rYb2khfkoS15igSGHVdQbQ2N/x+P3l3yqL72uqN74PXclWASDInhFfUd25CaiwKoDA1J53w/4ZsiM+N7fD95W/L2hf/Qlcmoe+cAjjTrUF68v+I7rGvXoGkox2o4gGfcemVoC3jQG5FegbtLxkxWZZNJH4BtlAXH0IVLAuS8xzr0u7j/qL9cjX2aozjhmQ4DEyTgwHvH44H9tbxdwyrOP+kpbOInHf1vkwy3yybazHZloMn48L0w6UV5NTE3a7Hzk+wqH+uPj464qS+ztpn4f6PdGBlz9hH834UYGXzKAIA/f/4Hhr+YNlCmvvumqo79/8rv2zW+/YI9/+3nDCXYYUKxgfkea/AlhggVMUMxxeiAvfocoSz6OCRyTBkhAHQNwAECE/m7YVYz2WKSzkxkggB3OUFRheoUSBafW/+4UDq5HPfyfHxxxaPWvPzRi/8cHh+1f/taQO7z+j+enHQSwyxnmYZic4dcICIFpFUAAEEH422886xDkJxzqTLF/5AjwzIFOPOvHvv6M7xAISHFo9diTvosg84gdBcOfl16O4BTzF1AV+U160+PnvvuqPfXsyw6mHFgBrWJwBahSwHQQh+wCVajxdCxQldqxL/ZrJWgFQJKpIPAHIAS4woQVeIXZKv6tmK84Wf9PF6YdRKESZMdBzFzJg8+rjonftcqOYw8otQbn/9DzXKnaMsKjf/5VYzdCfGehlmLO4nwdGCtVlUAYMEqqL8wRCQJYpBNII+YeP/fFb9vrGafo4dTKHGdGIDMCmRH4mY+A1FUCU5xrAeR/GMcLBF9MxAsgXzDECy7yaoFAeniuBUS4mCPPyWIiUs6ECzXqCheALHL5j7EWxORlAatFLHnxGaO06DxaQOpYsfrBedTnexewapvra6vLNtDXYzeqKiw3J8s6O9p8we33Ht+D6uGeuSfdh/KEMXUrrK4sWWtLk5WWFltOzhXr7+91MCJwpXFTfuoRRAqBEum0TZra4lzpxNQhtVQqDsAVeXwhyCIvDmorVZ7nHpsZhuCKfkZjEC1s1d/0mDzkVTr1cq7AdX+eMSASKKI/OqaPGl/KaT5QTvWHc8Ovx5CIOgBHgl+UUXnFKqu+aD4JNKXAE+3FMJWypAOhgFModjjf3t605eVFW1tb8WPmL2BLfQhjATG//0DxoX6FfVUfuXYQwy7vQwyU1Gel6Twsp7Swfq4TBNP24h380gGT6iVWGdVNvelp5GM8lUflw/dZacqjWP3kXHXo2j1pLPQFrhJ7hu8qzQfiMFBOZVUnc+l+9eq6yqgc+XVNZZVHbSld51wnTfNfdehc+RSH+VVOMWXIR6z3U/Xw7utbRH6VIV96Xl1Pf/d555Sm+G5QXvWoTo/vAM3oD5BJKqYIWgGwom8UvycEnKK85H/4Lt+oE/Dt9cdwnO9VBK327Yi67+AXLGFHxyf3f08/gt8/SmdsuFeNC2PH+QG/Mw524/qATvqdED0ndjilrYPDRKpd+ukKuMP03xtRGdoMx9yfS/Dc6YPyKB959Dw51k6s5Lt7lzEDtqEWO7aHj+8au8zevXtgH3kY03EUsod2fOeOO+GXL7NIlcZOsIzfyT8xaF+/5zPg6sf4U4qduV57/S1fzLPYJ+DrB2D011/GPC7y8YOSBTgAMBCAElzCJ5AgE4t7HFdjSkWQo2vAT+Qb6HGP5eCaWEHXaUu+hWSih28hjnGmjRIKM63PfekJ7wuQAVgBHGCns96ZP3CfP5hdAQAAVgTUKL/y0KSrq4BVgCqAlQK7tBH+998ctH/+6wOej93dto4/4+3RT8zAAFcyswJMcL/0CyiS+fn5jQDQ6oWXXjNAE3OEOeHA6itPum8rdtIDqKKQCn+Y4y++/HoKMGIWiAkgCqp7QFUMq6hDgbqYW8xjIJVMR4mlrBK0Amx6+MRX3K8ac0NqJ6AViifmDiAJoITqCsg6v/NJh1edE7/rij92FQSeAlxRCpIO3EJlBegiAL2kmEJ5hZ+roYU/tEc+/jcp1eJffv6b3haKLQLtUYZjygOtgFKcUzcqRR0DvTgnnbn+B5/4ioPjcFwzx5kRyIxAZgQyI/DzGQE54EaJ80jg44o/nPmDmgWkFqqcs5jhD2z/Azz+o5vFvS/MY7WFFnL6o1OuEggAACAASURBVNzric2ptChTzDX+iCcmLWyXc9oGCkQ7abEQPbCE78yECoYFSPRfcdL28XOjXcOoN+gfO4cdxLt67bsDZxas+/6fc+rEdwy7lGlBQX/YQW5sbMzy8vKsra3VEru70Tbp/Hfd/1vOgosAlGJRFi1+ND4AII5VJ/dGm+wKNT8/Z+23bllOTrZ1d3fH/9mPd+zTgi2+BxZvLOIcLLEgDcafuqOF4bFpganFp7cdACnq8TpiiKY6eaZapHJdCyzdh/rP+aEv2gL1xMGBqxDC58kx4xc+W+rgXHX6Na8vUkU5VEoDV9SjoPKUI01gAwjk5wH0Ca9zX8AhIAxghvmkOc2xp+/tpOZfqt44H/0SaOIYaKU+qV0cVuO4en19zZ9lWXmZFRYXWem1q9bS1mJLK4u2C7gK6vR6OY/nuNolVv8Vk8Z9K3BOXfSLoPvS/fi1+F65P52ngyjVQzvkwW+Q8qgceZRP9SuNOOyj0pWmdhVT5/2uuTll/HxUR9g+ZVROx4wFDuCpm2eiclzXOBGH+cM6uMac0nWVD8uG5ZWPOMwTnnOseapYeTn39zH4R0CYRj6u+zsWHJNH+XRN7fg3OAAjykddHHM9bJNz3m2uqT3l4dvANX0j9M3huoLqVz36vgFP/JpDKwHwEyBOH6g7DFGd0XeT62EbHJMWpUf/GHFAA+C6w7fw5LrKnuQ/6S/1aBxUPzH98GuAKO/zybMJx8brjK/z3VNbYR6/7+CfEtSrfN5G2vPzMQ6+seRRGeoKx0j9xEcVvsT4RxLg6ZGPnOza62W5H37X4HsMpWy8qQbluE49PKuobLQpRwZcpf09xcIfpRK+fFCYfOs73/Xd9Viko2gisEgHCuDDRk6u/8cXvm1/9YVoxzVBI8znWLxrtzIt2FmsS2XCYl1+dTCRYuFOmhbxKJZY2CtQ7uMs+j8ZmVtRN3560oEBfoUik73IKTZmW+RFVTK79QlXS2H2B6RCacXxxYoNK7915GZU+A4Cav3fZ6dceQXAAlYR/uVvDhlKLOJ/9mv99kv/td9VWpgQstinHUAF9wUEQMGCeoV7437Yue4n2U0t7VFlTtNGAKWdlFYAKwApJoHECkAmnK6jvtPP2+98z00Gv/vy624W+Nx3XztRV33nRYdclFNAXQWcJSYNIMlcY67LCbt8R2kupIBVrLJiDgtaMbelzvN5/+gXXfkEDAIkYdKHM3WAK6at7Bx4reXAzQYxFwRcYepK+sDcxx1yMceBVUuJT/l8R4nFe8kYpf9wH7/7J1/2OQqEWkn+NwexADMUhQAxjgFVHFMnoJY5TR8xhQTu/TQmvOl9ypxnRiAzApkRyIzAjx6BjzzysP+hqz94fTFyuO9+nWamJ210ZMgmxkfdtG1ne9MXeg6v4v+Ks2heWVmymZkpGxsbsfHxUVuYnzXyoqxgMYzyBHO4+YU529ra8EUTC0UWp5jkrSwv2vraii8+WZSxGKUsfqXcx9TGuu9itbGx4TtXra2tOfyJgAEKlx3b2dy2rY1N38p8ZytSuLDLG8HhwF4iZXKBjxNMMNg16iREDoKjRaFMw/ZtamrK8vML3OHt7vaOl+M/4Mf4MPFFLItVFopR0KJRCynOlQYc0y5r+E3B6S9QrKury9NRJwBZHCTFwMmPY1ilRSV5HE7FCyYtTLQAIh/luO9UfWl1CG4Rq16OCVowqT4WVNxrdL/RotjHgHE4jMxZonGLFsS6Z6UxFuFij+s8f8zw6GN6Xz2NcYghgdr2MoI/MTTh/lIAJ4Y0qfoDUCUwoZi5p/p0XypHegqcxO2Rh3TFOk4m2GVtxx1Hd3V126VLl9xRct3NessvLLCCogKbnJ6w7Z3NVJ3Mb+onMM91LMCj61xLv067hAjmRiZDbqYY18M19V3vkeogJk11qB3lUzld1znXVU7HxFwnb3is9lVHerkwP+Xpe6RWix3Dx/2jXPjcOSZN9ek5KJ/a09wJr/NcOSdOD6ly8X1oDii/rofnHKsvHDO3Nb9Vv9JUTrHyEesbofdD16hD11QPaTrmWtiO8ipWPsVKV6x0YqWF0FvfBFc8pQDSCSzi+6BvRPTNiL5bHEcmfZF5X3R+At7UrmAKbVMPqqKwL+oTO8lyrHI61vXwXN8q0jjWeXq94bU7qJni+u9Xp+pKH3vVTfxufSNd11WP2lasMdR1jSu/gwWalEYZqbFIA0KRh2NBRmJ+j0eqqnuVVqpP5TLgysxQm7Cgfe6FV11F8uWvPe0qJZlaYQqHMkoxqiLMoVgIA4hYpLMQB9RILSK1kWLgDceYQBFQlOhcx+E5ecKycgTNYtl97eBjJ1aHEBPIQznMnQSJAAaYZhEABPSTPPj9AUxhEvhbeQvWMvJRhweADsAc94iyBIftDxYvO9wCVP2L3xh0FRZqq9T5bw7Z//ZrA34NE66mod92synaAkRIOYN5Ff0E0H3iL7/u4COz2P/Rf5j/uFdRsmHax5wFWvEcCSisMOMEXAFXALD4rwp/mP8E/JHh8yqlsEqDVpQNoRVtoeYSoHWfVp/+moMcIJbgFRAzHVwJWglY8e5w7BA3HVw9/N/dpxrwCnjEjpfsFFhQv+dmgx8uXHKn62wgMLL4R76JAGZ7hx/7rPfh63///A/dc3j/HGP6y/0BoegHcx84JWgFuCKgvnJTx0885tAauJ35yYxAZgQyI5AZgf//R8BVVpgHxv+p5Y/02dvT1tbabI0N9dbUeNPN5eprq+32zFRKfQIwYME5NTVhjY03rbq6yqqqKqyivMxu1tU48AJGUaapqcHN4urqaiJ/TphTbW3Y5MRYqv6uznaHVyxmgVVjo8PW0tzo10eGh2xyctJ3dqqtrbWamhprbW216elpW1lZ8bjjVrs1NzRZW0urjY2M2trqmqtgUMJsbW3byvKKTY5PeFheXEr5DAFGrSwt28LcnC0C1jbXY0ABENm3iYkJ31r85s2bDsYANeyIdZDEye+e7e3s2Pramq0sLdnmxrov5rVY0uJSMbuFRcqcdd+tih2iAB0dHR0pcMXCWzCHMZb5FnAmhFCCU77IlKJBC6kYRpGfusJYkCoEYhx7PTHw4lwLOe6F/rOAZ/FNHPlgiYAVANB92MT5yKsy1MFxGLju9cT3yf3pnumnIJSPQaCYUfvqiwOMoA6NU5iPdtJBB9cFHcK8SicmCPKoPPEPgxxUTwlLJJO+O1lFRYXV1tXa4sqybW5vud+Z0fEx29jesL0EkOpeWKU2w/6Q5kAnhlaCTsqjfgn4SHFFGQWVIdax+g9IJuiaVFY6VzuqK/1c6WEdKpt+P2FZtU/eMJ1vCPfCfRDzHJMxgBTsoV6C5p+O6Qv16Vz5FJNfQWmaf0qnL0rjmHy6H+UhJp2YvMqfnqZ0ldN7QEwa9asOypLOO0I55VH9gh6kh0HvFPl0TEygjNJUT3iuNlRfWE7t+XeF9zYOpKteYkCJzr18oOKUaZ++U/cDV5S5p3zcd/VTfVI7Ghv6TDli5dEx6aqT2GFOXK/yqIzGjXOVC/OQFp7rWLHquV+sPKqXfpAW9kf9I6YO3afSBaNI13F4jWNBKF3nmTH2/A733+NpO/8KVlGn6n1fgyvUVSz4Mf3D5xTmfSioMMdjEe4L7k9EpkxShUgRgnIpBE7AGeCUABXw6H4BsAW4IaYOnVOv1x07p9Z16qCdsC3aCEEWQAiTJvndYdHNAptAul/72GcdhFGf2hlf+WNXWaG0or033non8ov1/R+4IufV195yRQ2wCVDAjmw4bZfyCngFyHKY9ZtDDrKUhgoG9QuQjPboM/0BKMj8ijYxL8OfUubnHz8CUq3hzwwzP8xRAVQooIBWACvF+D7D7C9UWqlFFFe8Azjt5z0gLxCHgKJKwIoYWKWAwhA4BeyRI3aUf6isiGUeqBiQCcAStNI7FcIrn5sBuALSouLDJE/gil0wgaM1PXfd3BWH7fi9Wtj9c78PVGeAqJ/0B6f2QGygFLsmKnAOHMzsFPiTjmymXGYEMiOQGYGf3Qh85JG7biJ4HJt7bKyt2K22FvfBND9321aWF6y3u9PKr1+zjvY222Eb8tg08PbtaaupueHACj9NExNj1tXVblWV1+1mfY0tzN+22dkZa2pusLy8HLt+/ZotLs65SR6KLOBUTXWl+5C6WV9ra6tLvvhGgdV+q9UKC3LtyuWLdr3smlVWVhpgoKqqylVKAB/SgD/EV0tKrbS4xLIuXbbiwiIbGBiyzU0WxUmbnZ23+rp6y8vJ8TzDg0OW3EvY3s6uzUxNW0P9TSstLrKqynKbm51xpQ8LaBRdgKvCwkJramwylFxykgvwmhgbt+bGJquuuuHbld+sq7WR4UFXm7Fg8QVs7H9ra3PNBgf7ra6uzmpra6yhocFKSort7Nmz1tLS7EBLiivGd3Nz3SYmRq2rq8Pa2lqsp6fLFhfnfYHPwlCLQgdRwQLYfbf489m26elJGxjos6GhAT9G+cZ9+cIy9h+FQ3RAFWkE2mZBxSKbZz81Oe6Ku5npCVtamLPNjVV/RvuJfdvfS7rCbX012nkRkCDn6Ym9bYeAQMidrY17fDKRD7NMoMXq6pItLy+4Kk8wxkFGDBEEAbTgpyxzB3CSTPKMdnxOhqZ49N3bADYEpm6kAUwJAigABAGLZLyrHDGB/A4xYhM67gnzNMqo3N4epqy7vnsXu3gNDw/7bl84TN5N7HnY3t2ynb3IDI866XsEfgBIJxAJYJNqM1ZQ0TcFrumY+yawA6BDu0C5RT6FCMJEeff2InUXbUsRqXzEnjdoQ2nk536juiIYxnGqbHys6/SRa5RTHbp2T7n4HqS4cogVgC3dq+rSXGBHR7WhPDrXcyEmP7HSyAO4SKX7HAMm7flcRV3acLPO6mqrbXxsxPuu8pp/Kp96vwOYxTVdVznOeZ/Ir+uKSeOayig9PT+wQkHXKKvypBGUR9eoj2PVq2NdV/6wvH9PYoDt35m4nTBveOxlA3ilb4lguH+n4jEIywFQ1K5ipdG/8DgsxzXlJ+aaYo7D6+Gx8pHGeFCG4zBP+rHG7558QftKT8XBc3CIFEM+tc09hcc6T0/TvZMOnCImTSFSVEW7Afv1EFrFO8kqD9cFuBRT3/sWXAGs8D+F82rgCQvvcLHtCpEYWrkKJPa9A2wB/siRM0AJOEMcgiryEWT+hwLqnhDDqx+Z79ETuCVQRlvpSqwQmgGIXJEVwywW/fLJg9kTASUJMIp6ML9qGf6oAbEwf0z/wfH8G2++41AP9Qn+rFBV4f9K0EqwSmoszAoxH8QvFo6zAQ70CbCAyRbtA6+IARLAClRumGhmfn78EQA4vfLaW/b0c6+4EgpoBbyS2krQCvPWb33nxXdVHbFTILAHMCNVFsoqwStA1ePfjswDOea9QX2IqgpoReDdkcJKCj8BK8V6pxxgBe8Wz593TGorvVvMzxBcyUk7gBaTQcErlFYlTUnru/0HDtV+/BHM5MyMQGYEMiOQGYFf1BH4yMMP251j/jgmHLmJ4OjosCujfIF3kLT5hXmrrKywmzfrbXl5yf0x4c8H1VN5+XWbmBg3FvDswLS+tmqd7e3W0d5ua6tAjl2bm71tlRWosa67sglfVKiVtjc3bWJszK6WlFjNjRu2urxs+J/ClxTH3Z2dlnXlsuXm5LgqaW5uzndJGhgYtOKiYjt/7ryVlpRaR3uH3Z6ZtanJaWtpbrWc7Fy7fr3C5uYWbHeXLcs3bKB/0MrLyi0vJ88G+wctsZdwX1mLC4u+xXhBfr4VFhbYzPS03wfQii3SUXphzofSa2Nt3cFVYnfPBvr6HZCVXSuzrs4ur+NqaamVXb1q87Oz7m+LnafwubU4P2/VN25Ybk6ulZdXWENDo1VV3bCsrGy7ePGStbXdsp0dxu/AMCFcWlq0xsYGu3q11Kqrb3goLi7yPiwuLdq+++MCjLGIixZrLLJ4Xpiu3b49Y/X1dUYZAvdFqKlBNTfjAMLzy3QqXsxpQb+6umKtrS1WVFRopaUlHoqLiqys7JrdutXqz3V3Z8dGhoftRtUN33a9vZ172PaxW1lZNs6ZGxUV5TY1ORH5JUugIEs46BkdHbOKykovW1Ja6kBycnLCtra2HBgC0IBbDgD2Ew62AH8Azvb2Nnd+Pjd323p7e6yzs8N9S83MTNvW5obtbGOiCrQEbO16vxbm5639VpvV19X6vQ0NDdra2qqbkpIHk9K9Xfw8bfscHx4a9HoHBvptcXHB63Sz0xiE0K8IqGy76q++vt6ys7NtaGjIVtfWbH1j3c1Zt7a3bBuwk9izjY11fzb0hWN2B2Mcd3cjczmgDmBY/eZZRscRVKI9tcuxw9UQ9MRwyfvlQAzzRADTtu0BkXa2LYnqi13JYqUSMEdQKRHn2eM640d/tjcd9Kk9h16AN8yAY7WUA7S4P0onn8AVZQWs/H52AWnxmMfgMbrvCMyFZQWmqEPHDu18TGM/XzHIog3lETjS+b1xNK48EwKquc3NDevoaLdLly7amTOnHJzTD+qJ3qtILUU9SiPWOe+T3kG9R8RAjTA9zKdj5VE+gRABGs4FWlSGWPlUHkgkkB1eU3mAhdJVn8pyTe15LBgVQ22lkU/1HAu8uYngyS6gDsa57zgwDmEadaXqiMGdzlU/ebhH5XVAk97HGBSRh3unrN9/GpTy9DjN8wbwib6pHY2Fxkt5w7HWsWLyCjRh2ox5410Ph3bn8F6YqHsjVhsqqz4SC1CFscoqTUAqVFOhusK/FWnKRyxgxTHXuK/3FbhCoYIp1BNPveQLXAErTJ0w+SPIRw+LcqlHZGanxbViB1FpAIpFN8GhVeCvisV5GEKIFaaHx+ShHtUp5ZVUWCHAkgqLmHRi4BQKJ4JUK/jwwdwKPz6AAMARPntQRxEe+fgXXHmT/ocsSp2XX33DfRndGvsd9yv0yw9E6iv8XBEEsHDezjViANZ/vjTjii12MWTHt6m1P00BLEE14Btjj0Pwn0Ytk97v9/I5Zpao1YBJDq2+/oxDK8ErYq4BrgCQ9/t59fW33K+VQ6vYNBBgBaiS0oo6woDZLO+GVFYAK0IKUMX+q2QeKJAVgiuprZjvqXchBrXAWQFaTGMBVaj1AJ3MW+YKcxpQ1Tb6MWPXQPxbEd/9vc/f7zYzaZkRyIxAZgQyI/AeG4FH7n7EPnL3YXv4TgSwWGywIGYhye5omDxNTE3Z1bJrVlV9wxYWFy2ZSBoQyU2jamttdXXNoQuwh2trK6seUDWhUFpdXrWaG9VWdvWazc7cTqmduL4wN28V18ut5kaNrS6tGFAIH1TEUxOTVpCbb1WVVQ4H3KfV3p5trG/YrdY2y8nKtuaGRttc37C9vX1XVwGrysrKLT+/0EZGxjwN1dXm+pa1NlMm1wb7hywRQ5Sd3R1j6/AbN25YQUGB+7RK7jMG7LKWcDNElDSAK+4L0zh8aWGSWFZWZhOTkw5aABTtt9otNzvH+np6Xc2lvHU1tZafm2fdXd2uAtvZ2bPV1XVra2OhfMVj0gBX+Ovq7Oy0nJwc6+npcd9J+PTCVDErK8sGhgZtL4lfKLZkZwF0othgETZ7e8ZKSkr8XvChNT8/b0Ai7u/KlSyrrKh0k0hUK1pYs4jyBRyAaGXJIeOly5etsbHRRkdHHcbQ/uXLl73eRcwiNzett7fXiouL7cyZM1ZXX+9+yPDhRZuUBcqdP38+GlNMK5OHDhL7+wft0uUsy8svspbWW3azodly8/Lt6tWrPt4+j5InZoPAEJRj+fm59sADH7KsrMtWW1vtJqMo8EpLS93ksrCwyLeA394GWgEn9twkE1NM8uQ7nCyyK1eu+L20tbW5zzR8VKGawofa0NCw1dTU2rVr1zz/5StXXNG3uLhou7uoxFAznQCSmekpV9FdvHjRTp8+7fXSTnV1tTv2py/r6+vW29vn94d6j7ppm3doy/saKcdQLDY01FtDw02fAzz/js5OY2OA8bFhB0iAEkEcQA2KNpSR+JYbGRlyP3P4kkMZt7qy6KrH5aU5W11etI3VFdsB7G1u2Ob6qqGYRFGHOe/q8pIBrABcu1ubDrYEraRQw/QXf3b4qRNo4tnwnSCN2CFWvKGCYJXAFVCQ8SAw3gJ2DuCCMrRLoJzKKnZoxRjEIYRVAmXhGHEsuHRSB5CY70U0R9zvXDIy473V3m7nzp21zo5bqXFWeUAix7wrgla6BsggjcB1QphXacR635Smc+oQEFHMtbBu6lQ+ytMe5xx7HAAjqZ1Uh9pRXgCGgAjHOicfx6lYQIz8sWpIYMTrjuFWClRxH0E/DtL87akt+sux7oe+qE31i1j9ok2VDWPKcK8eYrUYaaojrDP9WG17HfFY61j9URkfz/C+4jFXH+8eHdrDhwd2vJ+0u8QH0Tiq3+TjWP3Sfal8eK48AlQqq/Mw1rMgFqQiv1RXglsqQ773DbhigY/vJlQomAMKVLHzHo6l5cgcYIWpE4ttFtqYNUkJco866tEvOohK+eUJTPwcWj36RS+n64oFvYhDSMWxFvPk9QV9YFIoWBUquwSytMgHVoXgypVXMbwCXMl8ULAInz2ooABXtzc/4UAJ5dX0xp/Zn33ma4aiJ/3nrbffsWeee8V3UsMhNs7bMR3ExxUBgEWM83Ycv7NLIQALf1inS1asffx3bHD+Dw2INb3+p674kvIKJ9zc9xcee9LeuI8T7fS+vJ/PX38z9Mn2lJsHYiKIghBgxTEB5dTzL75236ECRka7ZL7uSqvQLDAEVfJrRZorrWLTQAdXgdrqfuBK75EgFu+TTAXDee7KxPuAK+az4BXzA9Uf8xiYy9ztn/14Cl7hpw0oyg6gmZ/MCGRGIDMCmRF4b4/Aw3fuGgF4defo2P/4ZwGKiR8Kl7ZbbVZTV2vZuTkxuFpIAR1gACZvQAwgDwvA/eS+HQWOz4FTq8srVl9blwJXmNlhpgecuj09Y+Vl193cbmlh0aGWzPjGR8esMC/fblRV2RJqrBgobW1u2UBvv+Xl5Fo7aiV3xp50SAUQqq/HNLHAwRWKq0Ri37Y2tuxWa7vl5eTbQF+kuPIFayLh8AITPoDG+Pi43wfXWNhGztnz7WZ9/T2Kq8X5BZuZmfEFuOfF2Xpfv2VfyXKoxb0B7bgHABvwamtz2w4Ojrw/xMPDo5aVlWMtLW22vY165MAdfY+MjLjCDGB1wC6KiYRDIsBRe2eH7ezuRlud42/rkAVmtOBlEd/YcNMhDnUwXgAutkVfWFhw0HjlymUb6O+9Z4GthRqL4O6udrt48YKrwgA6tM/9AaMAYoAX6orAw647lj937pw7ryc/Y0aM7zGgEmOKuSX+wvb3D91sE0VcSclVm19YskTywDY2t+1We4dDn+bm5hQAk/8m4Mjq6rKhBCwuLnR4hdkpz4Z2ZmdnHRQB0PB/xrjRP+Zle3u7wzbgFaCIvmPOx70wnsAhzd/bt287jMT8lHzcM/0B0HIN4IJKKlIx7dju9qaNj4851KSuD33oQ15neXm5l3MwtbVlLS0tDvAAc7QHmKR94NbS0pLXC9xCtcVYMsaARgIqrg984Lfcz9zGemSmCYABYPC8V1eWrLmpwbKzr9hDD522goI8Nw1d31iz4eEhu369zBWD5eVl7ncO0DU7O+0qPvpMAIheu3bVbs9MukpqbXXZ+vt63L9cT3enb8zABg34sGPcAWyAq/X1VcNE+MaNSg+o8YBn3d2d1tra7Mf0GQiF2WlfX4+PC2MACGTcebbURbyxseYBM9mt7Q0/5v7os1RYDq5ih+6Uc4AW+/ICsG1trqcUZCE4Y8wEllDW8U4JWDJXBLH6+/t9/nPfgmLpseoCAAlccRyeqy3BK66RpnOHTHEa1zjnPeRYseogTUHlOQ+PyYuqiSA/cSqjtnROTBqgJAVlYtCjfpCuzREEhYBRHANFuO4Bk+NDNp3Yc1NmzJKHh1EzrrjZMfnVL8WpsoHyKUzjOIQ4Olce9dvhjpRZsUJMfVR5lQnvi/vnusaDawqkqUzYLvlVt6Ac96N6ScPB/cNHhw6t7h7su/KKXQvpJ+XVJ+93ALEEs9Se8qfn4xwI9Qg+KdMAoqCU8ghWkY+g6wJb73lwhZ8mOa1GKRKBqsdTztUBVih9UJAIVKUW1DGMYpEMJJLCiRhYJCWU1FUoRwAvglOAKBbpMo0iDhfuXFdeYtpVULqrUdhtMFB2hSaJglfEAljyfwW4ErxSLAUW8Aq1lXZKw28Q8AoYAFACLrEzG+aD6X6Rvve9H9irr7/ppmL4vkJRhXmgVFeorIBXmAr+X6cn7Fcv37b/98K0A65/d2rcdzTsnfkDAzrgTBvYIPUXYAIzwj/65GO+o+MPMvKre1YeOFZnTJ586iX3R4XzdQdWMbT66jci1RWAVr6Z7qkgPkGB9c4733O1lTtjD9RWIahCrSWIxc6ZbhoYmwjyznAutRXgSu/QPzTvmefMcc1vQWFi3ivNZcCV5rHP2bt/6dCUssxl5o+UV11Tv+fnf30fk9f7jcF7PY0NJ1DO4euM796jn4pUcX/iatKv+Tfwbx570p546kVXOr719g+D6vf6GGXuLzMCmRH4xR2Bu8d3HFoR43icBWTki6nG/VfdbGwwdkjLK8i3iqpKm52b9UUeMALFEYttFEvADQ+JhO/Up137gFA4Q79ZV2/Xr5W5TynAleAU4Ir0yvIKV1+RDvQhTE9OuTleVWWlL3QFSzAFAxKhbmptbnE/S0CR3b2kra1tWFNTixUWFjsYErja3tpxxdWVS1nW2d7l6pnkfmS6BjRAUZWbm+vgygEZTrcTCYciKLEw9UNxlYyBFP3kfldXVx1w4Ciee7xy6bL7vQKmcZ/dnV2WcyXLujo63TwxuX/ogApINTA4nAJXOzu0F0EqFtSof6RO4RgAc+HCBWtta7ONrU2HUjiJl6kgix4W+SUlRa7sAehwH/QReMW9AExQpmdLGQAAIABJREFUBuHHBxDAQopyWqwBCCrLyyw7O8umpqZTz5R6eMYoz1CCAWSoj7oBZNTZ1NTksEjp9Pn69et+bWxszMEVyrf29k47c+asNTQ228rquq2tb7opZ1//gMMdYBfmggduDokKDVVM5LwbMFFWdtXOnj3jyiLMvAQcMNHDXxh9BIoIOmLmiVoMSKK8xMArnjd9FIgbHBz08tSlsacuYObq2moEKdmlMjDJw+H6+vqGzx/GAfARARlUizs+P2gDZRrwi7a5DvBFmcV7hMpueXnVqqqqraGhyfuPGSNzirmHAgjfady/AA4xQIiYzRR47hcunHOfaEC+re1NW15dsebWFjt15rRdLy/z3T5RTNXVVXvbTc1t1j8wZDeqa+3BU6fcj93y8qIDCHzXnX3otF25dME3WyjIz7VTpx5wOIYfO6AVJpuXLp23wsJ8q6y87lArJ+eK9yMr+7K3szg/6/6iyq6VWvaVyw4yUeHxnBl3AbDh4QH/3lwru2rdvZ02NTNpNXXVVlpSZO1tra4Y8/uNTQSZE3yr6AfAbbC/1wEepqSMFcAM4CTlFuMEPJsYG3F4yJzkOYTwivnU3d1tly5esN6eTh9bfNOhXJPqTKotoJHDogBIcY5vNPyq8U7JZxrpfi15ov4CeJAnUj5G+SN4EgOpA8GqqKzAitpNuD+2E/UVkEn+7QAqmNp6/VKAxbHq0TX6xTdA3wGdq3+eP1AZAWiODyPowzW+P6TxPPDDB1gGovI7hD4cHp7AtOj8h/1K0bbADrH6qBjzO/Jwrrxqm3NXncZ9dJgktVVcF/fKt41dctkQZHlpIfUOoyJkF1xUi8yXqL4TxVnYJn3jHra21l1hCKxTvzBRxHQSYHUnDscHyRRgCu9LEElQid0Cw/sXsFKsa+nldC4YRT6OgVaCVcRKP2nvPay4YmGO8gIFCrussXADXH3m8+wIiMIqcsCeDqxYSGvxLJWTgBWLaKAQgWNgkSCSw6tYZQWQCoMv4j8ZKbhCiBWCLPIIWmlR7wv7WNklBRYAi4W92k0HVizyUVe5Q/aPnpgKYjboyhV2IGR3v49+1vOhXpH5INAIcIUfKnxfoYpCIUUaarX0Hxa6jGfz0G/7zoSorABWgCsprzAf/DcfHrX/emXWnbv/ytlJ9431gbwF37GQHeI6J37X2wKU0Qf8cAHVGAcgBPDx/fKDr6nPfO6bDnUw22ReAKME8IARr7z2Zso8UCor8khtheKK5/X4t5+3d9u1ETUdbaGewxl7qLYCXMmnFeCKYwCHoJWUVuk7B7q6CgfscaDv4XvAseY4c1tzOnzfBIOZ1zJ5Zd6mzF3vRqau5ONd1TwFXjGXRpcfdXPX98t8ud99YuKJopTnoW9F+F3juXCNkPJT9hdfs8996dv2pa8+5b7O7ldvJi0zApkRyIzAP6URkNoKcMXucOwSyA6BHR23XHW1ur7mu6MBra5XlNvs3JwvvlG5sPh0c7mJCV8AAi1QXB2grkkk3ayOGOCD4qqooNDN/wStUF3Nz8654qqivMLm5+YdWO3F4Ap/U/iNcvO2GEYAr7a3tqy3u8fN76S4ot1kYt/NFhsbGi0vN996e/vdNC1SXG1be1uHK676ewdsd+dEZQG4Qv2Sm5drY+Pj7meL+gA2LK5Rx+DLaXVlzeET/WOXwlu32g11DaZfqM8AaRfPX7BmIM72jqEMa2tttUsXL7n5YAITSMwnkwc+TpilYb7X1NSc8nEFDAKaAC1QCQEGgWoAmIceesiampttMwZXvqMfJilH0aIOk6/8vFxXCKE64nlEzySCiqMjo5adlWW1NdW2s7Vpx4f4q5Fqa9+VNcVFBVZUWGjLyxH4iupg17xFKykptdzcPAdX9JPxAQDRL0AMUIY0wrqDq3K7cPGSjYyM2l4iaRsbW1Z/s9FOnX7ILly8bEXFpXa9vNKuXiu37JzcyOSwrs6hXQSuAIuRHyJi/BABYC5fvmQTk+P+DHmOjOn01JQrh3hWqJjoC6AOxRcmjcAwIAWBewLEoaRCbQR8A2IAMwBfAC1MHVF0bcYAEV9UO9v3mq658ikZKXdQVfGMgF7URXs8R2LAF4CKeebzd3vbQR/5GT/MRAGubCgwMzPn5+yE2dnZ5fODulEjuTIpVieFUAY4g3nhhQvnraen27a3t1yVt7axYc0tLZaVk2P9AwM+bwaHBn2et7bdsrUNnMYnHRwCzSg/MjLs5fGzhl+7D37gA4ZKjz5wrb+/z+bn5wwzQ3ygkcd9gDmkW3H4BPjs6ur0PPg3KyzI93k5OjLs84j35vLlK76xAs8UhRXqMHyinb9wzgoK863s+jXLy8+1nBzm6w2fm37/sX8sfGRtbW3aQH+f1dXV+gYGzc1N3g4mpRPjY7a9hcnhli0tLlhvT7dvilB+vczhK8+dTR14xviXQ8W4u7dnXT29dvbcWXfQ3tF+y2qqbxhl8I1GndRH20Cz6PnjIyvyk4U/P/eRtrTofv+GBgdsbHTE26cv+PXD3HA/CVTi+8h7Ge0iSvouZqPMz13gV9LbYqdSypH/gLxJwFZ0zjF+BVNprrji/YtM9XiHIlNivg8KJw7bgVReL/kPANgR8ALWAGi4L45PTP1QcCbt+BjlFW0k7OiI9qK8PEfUdnl5udbX1+vp0Xt8r48rrzM2JwT8AJuIBWhS12MFGecKwBwvs0/f6R9jyfG9bUjpRV42cRgbG7VrV6/apYsXrbOjw33ura4sG8+4qLDAKivLHdgC4SijQLsc0zfqxP8fwJa5BiCmfb9+zE6zCTcPPNpPGgEfV7on1SeIpPuI/vEAmDuwO0fRLoQ8F9olr/IBnUIVlY4FqkKIxTHliENwJaBF2ntScQW0+mbsowdABajCnxWQ5dOfi8BVqLJiQc0iWgtoqT0ErN4tFriinIOrP/5SSmHF4lBBC3nUKFowynQqhFfhwl4LfF/ca8fBQHWlBSkAC5BGH4FVgCvSWKiy4CedvnFPglekyQSL/EABASygEeorIBImhJgN4tMKBRaw6xvffj71dytKLEzWuJfq7jv269lzrrISuBK8wmk76qv/eH7aTpWs+A5wmBH+hzMThrkh4Kt19GOGYgZYRvv0nfshBjg++8KrP6T8SnXkPXDw90+84MAOX01XqrbsXNm6fbhwydgxj10u33zzHXv1tTd9DABLQKp0pRXwisDumORBSfVuP/h7Y+c8wBXQSjsJhtBKSitAGCBE4CqEHYBfglRXms8CVprH6XEKXAWqRsFYYoEr5irzm3nKfABoYlrK/KUt5i6KvdGlR33uoOQjH77s3m8/Tz/7sgN6xl7jJdDOOOl7wNiSR89K3yK+TfpWfvnvnn5fAeP321zJ3G9mBN4LIyBTQWJACKYeqC0w+WFxxu5ot+dm7dr1Miu9dtUXeiy+UfSwuGfxjdoGZQoLdRb3QBsF4BQ+oVqamq0gDzO9fldIcX17Y9PBlcAPpnd77iw5afieAt5cvXbVyq6XufIJGOGqq50dGxoYdHDFrn6om1yptbPrkIy0nKwcNwncTxzYQeLQtjd3rKer131cdXf2OPQAYFCng6uaGruSk+XgQeBN4Ir+4Ux9eXnN1VLr65vW3NzqJnmYpuFLCjgBvLl46aKbQwmUYGrJDohd3V3eFv3cj31/jY6MuCkY4whQoT3uD/iBGgeVDnViuobZWKhsEiCKFqbRwg7lDbs3lpVddzCTAkmJpINEdkHEbBFlGOPv4Cvwk7W4MGdFhfkOrgB2wCnq2NtL2Pz8opWW4vcJU8FFv8b4oTDCvI1+0ncBrbWNTSuvuGHnzl+0kdHxSA23vmnVtfX24QdOWWFRiTU2tVhTc6urrxoam9zZP+PIPOL+ImgWPSP6sbK2asVXS+38xQs2xoYAwIbY7BTfaTnZ2Q6eZH7HuKJSQ0WDAoz+Mc7UxTljivoHsMUcAPZJlYbZH+qypoZGh63uR2171/Z2cPwe7QTo8d6OwynAJ6aKMj2kfgCWvxM7O14394aqCyDJe8Pz5FlvbaGww1RuywBWQKyenj7Lzs61mpo6W1padriDCW8Eb4Kd/WKAAnw7f/6Cg1Sg49b2rk3PzDocrLpRa8ur67a+sWU3G5r8mTD2Y+OTHqamb1t1Ta376Oro6PR+r2G6eLPRTrs6rsVWVjcc7jB2mqN5efnW1zfgZq6YuuIDrK+vz86dO+9zlrHmWWCGy0YOqBNRQM7NLVp+fpG/U6QxRgTe/9LSqw5CgUrAcQAaO5Ge+NWKzPzoB3XzDGtr63x8Ua6NjY07UMc3G+0DUBnva9fKPOabQuA58wyAb+PjbAqw62PW2dNnD54+7X0oLimxiopKVzAyTwCawM1oDkWKL/fP5bsjRgBzYmLSnwFQlDnBO1xUVOzmw+y+6d+p2I+fA/y9PVtYWrSe3l6rqap202f8/o0MDVtbc6ubUHe2d7gfv6gsG1tE35C11TXvT3tHh88r5hymvXp3GCPeXZ4l/3BgQw2ZFwJGOCaPmwPH355t360TAB3BKKASACtSMmEWmLDDo6TtH+x5ODqOQBn5gT784wN4zDzAjyB9EbwiD/UojuqMnLgL7AhQKZ/yhgApyoO5I4onwFHUNmXCoLIHh0mf0+3tXXb27HlXfaL+3N7Z8e82zygygZ5L9U/wiLaAYvTv8PDA1bX8kyI7O8fwb4eZNoAJxRvtqZ8AvtRxDKHIp/tMHR9Evgr1Owdfc+y2i2pwaXHelWGhUioEVkoXoOKarnNN6cSCVhwT3nPg6oUXo93RUA9oEQa0AlgBAD71V99I7SDIgo0FtZRNWjDfD1yRRmDRRz7AUQisqIO6qJMFoC8GUZ5IaRWnY04VBuW9nzpFIAt4JYAlk0Et8lnYA6RYqJIfIEcgnQU+6ivM8ABRKKdQNLH4Z3EvkEVZjgFTmGNhPkgZ8gORCDhuBzChasHXEGZoKK4AV5gisXNg6PPql361z1VXglfALNRX//70uD1QtGy5tTsOZ4Bdv5W3YFdb9t25NgCLNgBmLLYBFPSH+//bbzxjb731znvh7+3UPQBZ/+iTX7VrLQf2m7nzrkxjPDgG9PEMvvd9zPq+7+oplFIAK0wBpbCS6ord/gjAK4DUj/L1xK6a7BaZ7ogdcCVgpZj3yM0CMRGMNy0I1Vb4hJOZoOas3iueG+9Gekif0yGI5R3TOyjACnRhfgpeccy7Qz3MaXyzAT0BWDhwZ3zeTz8o4/gmMD5AaMbH3+nYxx3jp+8X3xCNPzASMMy3UWASSIkfQN5r5knmJzMCmRHIjMA/xRFAaeXhKDIVnJ6edMfXN2/WuU+h0fExa+O/0iXFHjBZY+HHIp9FHGZQ/NGPMqh/oN+AMcCp4cEhN/0DXBH6e/usML/AnbSPjYy6k/bJ8QkHWllXrvgiEvUJAAHowyKMxSd1s7CgTdIJKK4G+wdc4YTvKBaEtIF5ITv/ARuyr+Akvd92tkhP2t5OwoYGhi03O88abzbZ+tqJ+oUFcHlFuWXlZNvI6OiJ6st3+FtyRRXKqqWlFQdXOIAvKirxBSmAh4Ufi3kgDj6DACZAC9IAFfgpct9Lq6sOkHzhmUj6GAG1QrWS96W83KHJySI5Mm0DwuBzicWmwBVKCV9UHSTd6TomYzgpxywNiERgUURgzFCEsRBGCYepocexuSALpaulxZafn+eAEpigOrj3goIiN23k/oFK3F8EKs45vGRBTzplMAGsrKp2SAIgwYxzc2vHamrr7cxD56ynt999W23v7BkB1QvtUSd1cI8cUxfHpK1vbvgmAWfPnzPmJUorwBXjickpajIWzaipqIuxevDBB91UMFQ7cY1z5i7mhYBHnhf9B6TwHFETApY+/KEPWUlRsc9Xn2PsVMiOejG8wkRKdX34wx92SEZdPk9jxRXzmsUuz4+5gAqMvDhzp22gD2Fzc9tDd3evnT79kIPChQV8YO3Y9nbk/ByAQ/thH1D5YL4J7GQ+oe7Cb1hXd69dvpJt3T19PvZz84tWUnrNPvihB+zBU2dc9cb17Jw8O3f+giuueJ70HdhRdaPGwRX18OyAaowd4wRwQy2IaSPAjf6vra37WD/wwAOxmioCd3wreCbAbqDc+PikQzl2/tSz4lnLjxpjBcSiHTlwB9gx1r4rYTw3qA9wBVgmP/3mu8Hc5xp1ciyTZvpBGvOJugGWvK/19ZiS4tA/ae1dPfbAqdMpv2Y8W+YEoIvnh/qRuk+AVby7496egzb6wrzi2wXMJ0bFd/rUaf/WCbLrG8B7PDs/Z+WVFZ6HNgBefENQeQLLmMO0y7ziPeA+x8fG3cE/3xW+kcxVviPcv/LQPt8f3gO+X/RrcKDP5y7QisC3lHGnnwBedlbEzA81EfcICDoBV5E6SmpI1GLsJIrijp1MqYcxBQgyr3l3o+9UBMGohzrlxB/QI7gkoEPsUCdWOAkGRbDqRC0GsEetlFKM4QA+UIqlA6zDwyP3rwcM7uzsdqiG7z/mAeOGj7elJb7lJ2ozTD4Fn6Jv7IFtbm65X7+uri7bWF9zs9AUhIrNGSnjCrDYl1bqnuJ703XKHaOyOjjyfyLw+wslMb8nC/Ly7Pq1aw6weE4oqMgPkArVVDq+H7ASvBKsCkHXewZcAVHwZcXCG5UVoApgxYKMEJkIRoszFtqoDVhco0wSDGLBrKBFns5ZFLqqCn9T9/FlRX2CVlrIs7BmQU+sY865jkKFwDHXpH5g4U+QWotjFv0sNNP7Sh9ZoBIDErhvoBXHwCl8Vcl5dcPAI2721zn5ew6huIaiCigE3GKRGypbZD5IHqAUJlmTa39iTUO/bVWdx26SRR8BBIwNvoaKG5MOXnDG7iaDv9pn/+t/6XPTQcCV4BU7DqImAtbU9Ny167cO7aFraw6y8JlFX3G0DSwDoAEvAGrcK4vq94rpIHN2/6Of9Xv/taxZV6N9MH/RMKPEb9jlqk370teesjfeetvY/Q9H6gDDFLSKHbGjiAJWYR4IuCJGbUX97/aDekvgCkAVKq1kJkgMwGDOYh4odRXnCj53gbOfiMwCBagErnSuWMDE53IwpwViiXnnmNNSBgJWHa7Gpq+AGeYs8492KQO8wkwQgDW69Kh9/M+/+m63/nNNx6TztTfe9jn6ymtvesw4/zx/eOa8u2y2AFRmfABYgF/ea94fxlNjzPeOseP7GM4lQJU2ruA7wjEbJWCemvnJjEBmBDIj8E9tBKS4unt0xw4PDtw3Ds51AVf19bXW1NJsvf19HnDSzu5xLMRZPBFY8NTV1zlcYsGJWd+NikprvNlg87dn/Q9yFmk4XicNCMDuggAndhokvl5W5r58UCmweMJ8Z2p62pqbWxzgsBBCscHCiDaJUQ3hCL20uMTN8ABWtIPT9MrySrt4/pLV3KizyfEp31HwIHloc7cXrLys0grzi629vcPBG5CCxW9WdpY7oEedgeJhfW3N2CkQCJCbm+NAZHJy2hfpgJvSq9GucyzgWdgCnFggAkKkFllbX/MFNQtGlFiYz2A2iQJtcW7B7x21EooULThZaDOOABhgBItsrrG4QtFDrAU4i0JUAFoYbW+t+650gBHGa2V1xTBrZFwYH/yIYc44MzVtBwmcLx/Y0b4Wfwl3bI3/K0Ai40A7LOwAJ4ODw+6bioXf4iKL2ghcMRdYNDOGUs/giJ08+QVFdv7CJRsbm3BwtbObsPaOLnvo7HmHWguLy56+l0BdhRllrKiL4QIKHu4/AldJ9+2FySqKq4mpSb+3BLsxJpLuDw0IUVIamQoCWFCqAYhkPhjdS7TjIIt65hWgAChKG5OTkz63BSuY29dKr9r5s+esp6vbIRnmYJiInYRd29jcdNBx6tQpV1zxvNQWdWOWxnNmJ0HmE8FhxunTDv4YX1RXmAyyEyYO+y9cuOw+2ra3o+eP7yn8OWn3PsCZAuZrQA3M+TDbpJ35hUUrvVpmuXkFNnOb3Qt3bXZuwXJy8+3suQu+myPwEB9Xff1D1tvXb4ODAz7neMcAV9U1dQ6ueGaAML3zjG0Eygrt1Ckc4tdZ+61Oq6ur9/mPUo2xYxzoF8opgDfwBKf8bJzwwQ9+2NV71EN9ACXBN5zYA4QjSBY5bwdcRWqzSDXH+NIf6gXWAVubmhr9GWr8uQ5AAf4AnvRMaEvtAX1QEgJmmZ+t7R320Llz1t/X53NCfeP95r3k3rgfNxUE/qRgDKadnf4dQ/1GW4JkzKuLFy7alYuXHLAyX3knCcy7XUxX11bcFPvB06esoanRllaWDTNtlIV8m5jz4xPjroCdvj3jKlTUnMxj+sYzp2+AR4ARc5hvAGrYqclJN4fFUX9lxXVbWV50IAP85P3luwsAo476+jorKiownPnPz99OKZhSgOko2qyBNmib7yi7uBYXl7pfwfz8AoeB1EseoD6wCjPCyclx3x0Ux/1trc1umudg6jAEUhGIxzSWTQQWFuaMub+xvmL7yV1XIOFvDLXuFrvJ7uxGv2OSfDsin2c4htfzoW3aODo8Mr7b+D7s6sKMEdO/I59DQEGe7SIKp/2oHso7fHI/VgJRkQqUZ+tzbHvTzRQpE4G1yAE/5QS8BLUEqwS0MDHkmpsHuurqwJKJhE1NTFnHrU5ra26z8rIKu1ZaahMTo67s4jtPAFaFUIpjKap0HJ4DrkhXOY7fE+AKPz5PPP2SK1HwZeW+Wv72KfurL3zLvvjV7/hCnsU88IoFm2AQi2dglNQeWjATs8i7R1UVqxRYgLMopw6HVZ+I/MWwkBeMUiyAxTWOw0AemVjdD17Rz/S+suBUXx1afeyzfo6KDDjHYpM+Aa1YvAOASpv33fQMkzNM0Arq9xwYYdoHHAJszWz+WaTEuvuXEcT6aKTgYuELwELBArxC/TOx+ieuvAI2AZ3wLdQz/fuWX7/ryimcsAOuUFc5rPrVPkN9xTHqK8ErnLSfKV01QBV9mN/5pHVM/K6nFd7cs/q+h73/mCliCga4oj/EH330iz/SDO6f2h/X79af3/+zr9j56+tuYlnWeuD3W9SQSJlS4l/s6edesRdees3VU5jzobKSSSCxzjEPJHD+9HMvu7Ptd2sXB+/ybyVgRUyQyooYIAYEZX5KYaW5TCxVIfOUd0JwVe8IaSHAErRSPuazoLGgit5BoBVBMFXqIeAlUIZ5QFnmOzF5mZ/MewAWJq9v/whw925j849NRzHHtwcA9OnPPe7fHt5HbQIBQOc7xLP66688YS+8+Jq98ebPDgQ9991X3QSQdxR4x7gArgBYwD6ZBzI+fDv0DACOf/3lJ/wZswED/QdcMYc4RmUHrJTz9vvtMPqPHatM/swIZEYgMwI/yxF4+O5du3N8HP8BfWA4meWPff77jPqKRRFme7t7u7a4tOjQiP/S78f/TeePbfKwGB8ZHbHBgUEbGx21hfl5BxGoelD7sMDAnxWqHxQ/OCtHeQVompyY8P9iAxoAQagwZmYw5+mwW7faHKLgM2d2FufWu+7PqLW51cEP4Iu6VpaW3WQQExuAWHUVocbaWtpsaWHJDnHevr3r5oMsCIoKiyIzxLKyyJSprc0d0JdeverO1ekT94NjeAAHTrJra+vdDxEmg11dPVZcXOJqDxbs1dU1Dm9YdMt/DveysbHpi0naKykuttrqGvf3BUQqu3bNF9Usnrl37ZKH2gL4hPICBQNqNkAHah36wWIUhYmDq0BxxaKIxSF9oM84JR8eGnKzI8YJUzrGnv/s8/zwo3N0eBj7t0k4jMFMpaSk2PsFJANgNTQ0OmRABQR0kOKKhSn9AAzQ347OThsbH7Oe3h4ru17hvqxOnTlrLW3tDk2WV9ZsYnLaYQrwqqKy2voHhm1kdMLBGItuwB2wADCGXysW/5Gfq4QtLi9ZYXGRsbjvHxxwpR0KFu6HuQQcyi8osOmZaffnNDE54eMAzGERv7S46H7HNtY3fJGO4omx3YhVfowXkBGAwuKU0NXZaeceOusmXMxh/A+xqyCLfuAVKiAWsSi0gJZ9vb3eZ0xmeU8AsShmKiorHOxxXzhzR5kD6BocxCQ34YolzDEBO+fOXbCeHvxyAT/27PbtWQfJPFvUKiisvO3Y+XgEdSKzJyAHJm4trbfs4qUrvlHB2jogbc9QXLFwB1yhgsN00JVU28CgPfdtBewBNq1vAK5q/Rl2dHXbxmZkxsh1ng/vPD7PAFCYEwLaLly46PcFtFhdZYfADZtkg4XiEjtzJpo7lZU3/B4phzIQCE17jDXPnncHAMO8wpQL31AyEwQmoMAiL30A+KF+Qv1SUFDouzrK3xr9A94A83jOQBnaof96tkBF5m5OTp7djuEec/X0mYesu6srBeooQzsAaSAZ/pIiiAYEjRRXfLMAc7yf3IfaYP4CsPHh99DpM66yBFjJXBjVYGI/6f61auvr7CL+2/C7BbBlg4j9pHV0ddqZsw/5xgybW1vW0NhoOXm5xvzmHeQ7wL3R/o3qG95v7h+lWWtrm9edSCYd0HZ2tDu4AsCycyxlgFbAOOoAMOHf8OxZ/NbV+/1hAniiRKK9A3+2vC/MAXZF7enpd/NpTIkB2YBL9W1lZdl9kNXUVLsPNgAjGw7U1df69zwCSyd+pfgddHt2xopLiiw7hx0vS62nuyvyL8bmIQP9rkarqqi0gf4BV17S94HBfmtsbLCm5kZraWmy8fFR94vH94Mx4h8P9A8FInA9UlztujkoJqqMB6BsYKDflWezt2f8XUPVxe9EnilmuMyb2dk5Y5OQffks4zkkk67CWpif89+fa6srXt79mu0njY0cUKltbbLL5pJtbbLZwq7tJ/Zd/XqQPDD8ICb39m1vN2m3Z+asqrLKWluabXtz4x4zwxBCAaIEp4iBVlJgSW2lWAqtX2hwhQnVW2+/44stHLCzSARQsUjEBOqZ51/xRSVpqJHuWWDH/qJCEAQMErSSukpKERbglBesImbxx6JeoEqKFAHIluamAAAgAElEQVQp0kNY9Q8dAwIEq4h1TNtSW9FHAotSFqMskLlvFsssSlFIAYAAIL+RM28Aon/9oRF3kP5vHxzz3f1Q9JwuWbGsG1tuoodfJRykA6VYAKPcAA6w6AUcoG4hjWuYDQIHgFZFjQlrGY6UUQCo/3Rh+h5A5cAqgFaAqxBeAbkAXgA0lDJaVJe1Hbr6Crh2s/8jDnQwH6R9AAYwjfFHaZK+4+HP8o/in2ddwFXgH0ornhWADlNMYGNF+5FDQMb89dffcnMt1FaAK8wCBamIQ3jFMeGpZ1/2neLerf+M2Usvv25AD/m2kskgKisCpme8M8xhoJXmNsAqhFY8B+Ypc1TPT+CKWGmKU0qrGFq9G7hijgtcMQeZi666wqT1Y591OMt13hmZ7KIeZB4xj5f2PmXPv/jauw3BT53O8/j8l55wBSCAh8D3QHCI8QBu67vB/TNumOUBhb7ytaft5Vfe+Kn78Uef+qoDK21sALDifdU7wrNhnACD9IHx5rkQc42dItmZEsBPYH7xvQRioW7kvpgbGZPBn/pRZSrIjEBmBH7GI8AfvQr8USv1jnZyAjyhzHFzM1Q6SXaVwrzhMAr4SAJOHRz4QmsPB+3u1+TADo+OPJ2yqsNVBrFZn9cJ1AqUNizs3elwvHU8ZhJapBPjeySJuRbmZZgubW55oF7qw3QMf0QojNZXVz0GOOg+cICMP6ShwSGHZCxCcMCNwgQYgmkNuxmuLq94PvxCjY+O2cjgsA0PjtjM1KwldpKu4hodGbPW1lsOB/D1s7i45D5TAE8dnR22srxqRwfHtrO5a8ODo1ZbU2dVN6ocSAE0WOCyoGbhiFoLZQYLXRbtQCMWlaghyMM1ygBIqF8miiyqeGb6jz6LI/Ki4mLhipIASEJdgDQW4ahECCwYCTIH4hiTNJxw4yeLRT3mZyxO8YmEX6orKLZuzzpY4rlRH8AKM8vc/DzLLyywK9lZVlVbazU3G+zClSy7lJ3jZmcAL0AJSp/ikmt27vxlu3Q52y5fybWLFy+7agbzyAhaYSIYgSH6ikNwdrd86Pw53yWvuLTEn+H2xlaksrtebh/4/9h7E+e4jvzO86+Z2ZnY2ImY2ImYXe9uRLu9Y6nFS6R4gCBx8AQB8AQPkABIkLhB4gaI+ypUFYBCAaTadq/HnrHb7rbH0bZnPNv2ti9JdrfcUkstqXW1jpZbv43PL9+3KlkNyXbMbDS0UYjIyPfy5cuXLyvfq/p98P398plnDDfChguNNjQy7PCFmFMosYBajAeqP1axREV1vqHRlYDMGVRwHCOWEeoxxppxr66qtpqqao9zFcBV0VUQxRPuQsRVArbs2r3brly+4qAQhSGqEEDq4YojDiTudna4i+Ot1jZ3l3zq6Wd8XAYGhmx8/KGdP3/Rdu3a44Y048DcZC4A1/gsKMNAJ1C8XAXpA4orQA7wBEXa3gP7HXTwOQxxzhJuhrg0puzatRt+jUuXrjiAxM0vuCgGNztgD8ANteGlK5dtz769dq+zw1KJqovr85kzlwBjxM8aGh61kdFxGx0dd+VSKsW1VmxhYcmam2/Znj37XJXF508fxsYm7OjRY+5uC7gS5AGeAGeBrgV4mEZZliqAQu7X4V2W4OxAQ/qNAmzawfLevc+6yo7PD3DGcwUg5JlxlUwUoJ9rMK7V1bXuRga8u9kM6Nrvnz/3SWJsAVc8R3LFZPyVABO0xRzgeeHZ5Dnmvshpg7kFAO3u7ArgeHXN8knsOeA/dXCjxXWTmGNr6xuuAEONyH4Y6ys2PTNvjY0XbdfuvXblSpMrylB48d6qb2hw1db80qKrteobG1312N3T5wH4cclFRenv29VVn9+4YRN7zd+7ySqk1AEqAgPn5mYL7wneD8AoFrvo73/gEIhVQvkMGDtcLQH6jAN9ErhCmcUzxWIDjMlyesVQ71ZVV/tYyd1ZiqLNzbxl19espa3Vdu3Z7S7qrnLDRXpjw/tbWXncAejw8KjP367ubqs/32itt9vsweCgv/+AoFJ+4UYIEDxedcK6enqMFWU3NnAVXDNg6pEjFb5IBv9A4F0JiOefBTx/uDHzOaLKa2u74/OWeb20mLLcKt+NeUsvZ2x4aMRBKe9zlGuAPdxiAdOsIstzxnOOOpHvDVyCUTyiPAVY5XObllvnu3TT8puPCuN59ep1/z4i2Ptjdy8MQdv53haIErgS0CInAbB+5auPC9/x+q7/woIrXHIwHgnCjjHoMVle+IHHAXrvxx97jvIEYwyjWwAK402GrqAVsArjjkQZRh31OAfjEwNPboAYpxigAla0jWGvJANfueoJbrEv4z9uh+NcQ8YuubYFAOgbSX0FWqG0whDGMAVaAaD21y246gk3PUCR1E+47wke/aun+40V/oBbqH5QYl1o33KIBJjCNVAAS25aKLlQsqBswTUQWIV7INCFlQhx7UNFBbD6Z1/q8lyuglxb1+c42//qqX6P5QTAwXVxIvVNN/RR+qDweu7corcPvCIB5DDQUd1gmPO5YWjjmvVF+kMhSDwm4lgdblxy98vmvl/xVRYv3Xvk48qYMD+Ar7jAopBiXFBUCVwJVJXCq1dff+dzV4bDhe2V199xQIHaBuUNIA2IQQICo04UsCL2EfM+TgJWej7I9Ywpd1BSEp+NZ4ukZ1C55jY5c1ngCjc3UkF5layIyVxkXvJscj3aAbbizqoA///1O9//7z4t3nnvQ3vp5Td8vBgXnls9zwLTPPuUa7x4rvX+0HPNceDQ9z8ngD6dBzISr0xu0KjiUHgBJ3/7P/11wYUXlRmqRcYFuMyzAXjkumwzPnqvFfKvf8fBFOCKOcC7ErUV8wnF3X/+05ddxYnqChfV8l95BMojUB6BnTQC+sHLD1p+5PJjN46l8djVWFsFWOUxkTbyHhfLYRD/uU7AVS4PrGJ59JD4jzZAS4AKeKXk57ASIOoDga583rcBFXK3EJAhD9thJSzOJwHR1KaAmso4/mhzqwDNBND82gC55Hp+fZZ43wzXV9vx+bSzld/yeCT8Z3xzAyMj50YNhiAxVIhXspHL+X/icXujDkov0jrBgFfStpxadiOVa5IwWIEFGEaMFWUYfAACVBO433GMvmJAO1hIgpdTFlYOC+4jYYzC+dQDjAGxUHKxj8ogtF+EVgJXignD2KNqw3jFWCQtLC7ZzOy8nT5T5/GQAFf0kftWX0dGR6yru8td5UZGR901bXZ2wfrvD1hv330HGxjOGHAYuVPTsw6wCM5+q6XNbt9ud4OU8QjgCjeqAK5QO0zPTHnsqY7OTlNCrcf8QcnX1tJqt27esuabN+3mrZs2Ojbq48Z9A1lQr7kL5slTVnfmrLXfvmNzM7OF4O7AK5SCgMHqmhoHKFXVVQ65UHMBtkI8rVUHqUBU0tDQoAMNjGQAGaq22uoaVxaiBCP+GsBt3/5nHSYBsYgVxmqKBK7fs/dZO3euwQNG4yK4e/c+X3GvqirEwgKs4CKKKo/PQpCHlQSVcJ1ySLKatd7+PgdXv/z0U3a56YoRwBu4u5LEz8IVsaKCGFt73b0LoxhjvKWl1dWNABjGDDUPcBBwBWQgptjU9LTDHz4j3OJYHRJXREAknzMADrdQwBSxrABXqBS/8pVdxnUw/IFNrJ6Ieu/YseMOBmiP/gPqAFfcK7ADQIe6TIAIaM1cQHlFfWAVxr+7+WVwqcR18G5hdUraBVwCroBOPEvMLZ4nEiAQV1EgLX1lXqIeQh2GiiuousK16A+QB0XV9PSUx4fSHKBffDYAG+YB90H7/plksz5m165edViK4hT3XRRXgCsH+e4OnHKICbhClUhMOFwXAVe4eFYeq3IVIxALNSOrcjJXAdQkwBBQ/M7ddodW2fVV67t/344dr3boVXeuwcdqcXHBn1vGhvM11sVnDhid9ueFe0H5iitcUFyF5x3Yc/Nmi4MrPmtAFtCKZxuXYuAdwIj3A+8bxpF3EO8zFEdAKSBu5bFKfz+FFQ+Lwcz9nfZoyxaXl3xBkDNnz/oY0hbvSGBSXV299fT0ORRCSVVXf846u7s8Dh7v8bn5OQeguAFyr+sb6w60qqpPWm9fvy8CspHbdJhUV9fgKkfcTpn/JIAnyjHgk5/v7+S0XxPoCmQGwuY3Nm1tNefQ6nzjBf+HA+6ppAsXLlpT0/XCoh5AK54D4HFf3wNfgAF33qvXbtgc8RNdacVnzvsfVeO8q9iAzPwj5fmtzQCukn8w6bvbXQ6T721tC2BJacX3u77X2f5Cgivcc3C5+cuXQpBqFAEYdvwRT4ZtAlNjjGMgCgBhSMswxpCTsSw3JXKMOgxhh1VRcPUYQAlKeTDjb73gxh/KBAU3LhyPlCoqk3ErgKV2tQ8QUH9Ra9AXwTb6hkFP31FDYJiitKIOxiorqhE7CjgFmGIlv/9594Cnf/1MUF2hvsKVj5X+XP305W7f/9KRcYdOBE1vvL1ZAFiKg4VBDBgAGqHqiN0GCaxO7CygFu5KQJj//eCow6t//otdDqkcYCUB23EXFNCin8AzFFycS0B5XAIxnPnscKEj1hPHcR+UOov+oCwBaGBg6/PfST+qP6svgNYzN9ddVUWOS2BT5+MAru5uGYozoCBQEkABtEIFBVSQyoo8dhOMIRbgCuBV+gcwY/ECIARwCvCJe2mcNIdLQSxwRvAFIPMPgStBKxRWvl2isNKzR858VtLzKXAFpBW4cnfBJM6VXOKY+zwnnIcqSysMEtz/a7/9ndIh+G/aZ47xTmHsGI94jKS6YiwFtHjm9bxTX+PmIOubAbjxGf/ty2+ZXPEAVX/x4uv26w7O/9zvnfsjMZa8oxgP2gNI8cy3DXzNnzlcbgF3PBf6vHg+qKfPQO3oncI+9wO0kvIKQMrzxz7vGeYr79ryX3kEyiNQHoGdNAL8sI1dC/hxG378JvnmpkMqwE0p0AEQBaCz6WAFg2EjH+BLgDAbDnIEjAJgCq6DALBCeQK6OAcQEgLu4s7GqlFBTRSDKxQOglXqE/tsq5z2BdkEtHTM8wK0SvpLHx5tuvsI7eicON9iyfItDACUaRu+ihbqAOJMKdYUSjVXq7GMerIEPfU57/GjLdsEgG2FFAM+QT6MM23reABUoZ+o2Lw8yekHY8RntulwLxh3jCWJtkiANRl+uP6UphhcYVyGawaQx7kEW8f4xYCeeMjqW6E/hTbZZ8wBmflNN2IxZNelIHDQl7fcOnMiHM+i2MLtC5BQiGUVVB30ISg8gBXBHYvPjWvoc1zLrrl6BUDkCQiauKW6OooYQmshRhYgcG52zmGVgvk7NEBN4atgZl3BR2wzIASGNiux+WqCSR3iaTH3vD+rBIVntcAFd3dDZUN6OPHQxkfGPJYZ9Vn5kHhFnT3dHi8O43picspwm0QJc/vOXXdhwk0QqEQg9Hv3gtrrVsstdyFF+YUhjGIICOBAJIlxtZJacrBDGS69D6en7MKVy3b+0kUbn5hwtySgGzACYxighMEPPGOFNRKuicAslCLcA9CB1TxxW8Mtk/hKx6urPJ4UfQDKAAMPHT5iX/rFX7JffuorrgACZKF4OnToiCusHj6ccuOcOFiorlC2XL/e7O6K7D/99DMef6yj456Pd2tLi7tVAupw8UMJFNytQjwvQBEwEzc9oMj9+wPu5od6ZX5+0eETqp4jR8IiBgAHIAcABngFmADKMYZALFSNKPE6OjrdVRNwRVsHDjzn4MrHNJNxiIzL7pGKCle/odD0viTuorynWLGPWGq4hfJZCZDRT9RajfUNvqInak/m3Xp21TZW133eUgcXwEuXm1xxhXoNxRWgF3A1MDjsseI4jrqN2HGnztS52xr3AxBCbbewuGALy0uujlvJpi2VTtvg0Kidv3DJ48rt3YdrbFiBETBNfwGFgBreu3yu9JvxAdygLkN9WVRnhmeJ+HXAVuJazc0BA1kNFdCcs+7uHh9vFGDcF+2SaJM+8mwNjgzb5atNrtJ0tddq1v9RwTjyns+hhuKfCJsbvjAIbpEAeNqhTaApAIjPnOsCvZmfKGYnpyd99VHc2nHtRK3Is4/CqrO729WdAD3eC/n8lsNO3GdJjKPea/QV2InrMHMe90iUUNw79w1MIm7cRn7Ln2UWogBUcX+CljxHgFUAF88dfT5X3+gKOpSnvFNRstaeOOnAF3AF2AUGEkD+8uUmd81mBVv+6fF4M2/Po6RKIJTglP7ZRM53QVyubWAV29r/woEroNWrrwW1CMY67mLAKuLZvPv+h+7+hNKKuDIYiFKCAH1IMpBLtzEKZQQDrTAyMf4EltxI/dYLAU4luQx+jDsS+wWAVQq0knMEsMgBM0oycOM+Y1zSJ/Ud4xyDnrqorIBW9BFgJLUTKibgFKAKQAUYIo8hFjDr3+wZMFwH2QZiAZPIAU64EaLAAp5gFPdP/0dXc3AdBX8mjg6B01FK4cZHXZRXqLQAT8TNwg2Q66O+ktpKwCqGV/SN1QWBN4ArAAQQCxdIoCTqLtRXADXqoL7qm/qPhWuhvmLcf/jW+zvpN/W2fUEpuPFr/8VVcXtPzxlumoA+wByukSRcB0mon4BMgCjGQaBKkKpUgcWzANByRc7r79rf//RT43khSDsAjGO4gWmVTeYQ8xaARdIcBrxoHjPX9CwIXAGtBK54VpSAID5fE5c0n7dJAHY9d+TM489KgsjAFua6ABZzAmjK3CIx/3AN5BpcX88GqiPmK89D/mt/UgBC234Y/4RCYo0BeICkjA/ACbUacEdqNZ5HPd96b+gdwj5jxj7jz3m8U3g/0R7xrz41s2/+4Yved+Y68xzwROws1Ii4lfLMosr73vd/ZB999InHoOIZRaF35Pyyu5sCmPmsAH2MFWPJOPHZ6J3iICv5bLgXwJXuh3nFXGKeMS9Q3wFNmUvlv/IIlEegPAI7ZQQAHvF/ZfVfXP3QBdyw6uDmxobDHLYJKEs5ue9vAWTyhuJqIwFCAieAjQB/ACsoroLKCvgAuAJEUDefKKDCdi5Zlan4X3gMGvpKvgFYSc7fDlwVABbgRi6N+aDQ0nkoowrQhWPAnUQtVjgnAWHsA+j40S+oxzg5VAMaYTAArFgafWPNHm/m7HnfD0Dp0daGPfZzi0q0AJTCdbe2gEvFY2HsgEvBBTOAJ+BYqIMiIZwDkIrAVRKLRudxf24EJhCLbcroK0mxa7iPWHnl5yTKL5RjGPAoPQjsjdLDVwlMAqh7m0l8FwdX7uoJwAJaof4KBl9uDejEZ5+z3GrOiLmD8ZgBRgCD3CgNK75hnJIErjCcPU4NbbNqYRLYGli1jnFMIiZWArB85Ta2k3Y4Bggj53xAFWCLGDWrrISIwZ6cWzC2aY8YQ9x/EkeL6xIbSAqgAC+AKUGlhtEPqKI92uc6uN3hZkeMuCxqodWsZbKrSVqzrAfoRgW0ZlkHXWyH2F60hRFMStOG5yHOk/oQ8iTmUwZYsWK4is0vLlg6A+RKG+6xtM3KfxjGQKzZmTk3llE/kUZHxxwsAEKAV6iGRsfH7P7AA+t/cN/67vfb5MNJhwDUudXS4jAF9c+168129Xqzq6saWRjhyFFXdGFwsyoiiq7q6loPOk8gb4xyyoiXhooJENHa1uax2VDroDYj4do5SVy7xC0vBleMBX2uqqp1+EZsMFQ4VVXVDmQAHYArgAntA6iASsAI4p2hUAJoocjBxRdoxdigJNq9e4/3CwAFoCOmXE1NtZ06ddJhmn8uyaqS9AkVGJ8P7bIYAComwCfABEBEOyjxLl+8FIAm8zZRXTk89ThYyx4Mn+drbPyhgytUVwTFv9F8y1VTgM7ZuQUPuo9abxwIlsAcn7fEYiJe1tqqTc/M2PDIqJ9PLLMHA0NWU3vCxwGlGZ8h44uqiPiEnC/VFWPGPTM+w8OD0bsBt+INV0uySAMrq6JUA1xJddXe3uEqNsAV7fG+Ic4f4I8xd/fl+nP27HMHXIXY33/fYbADq+QfFb5qYaKAJWYe7r/AW+4VyNZQH9RjuNfxmV28eNn2HzhgVTU1hntk4/nznmpqav0+mO+AqzYC+R+tsgcDg5ZxheuWAyXug3kLoKLPXAewyVwBfrHNe453GSo/oC8LEqRW0pbL5R0ssjLnnfa7Pg84n/cNnz9wDTUaMdR4Bk6erbPB0TGbnl+wyZk5Q3GKKg7Xy3XUdROTDgWPVVY5TLt+7Ya7sfJudVfBrbw9n0Co8F0UArVrm1zf3aW5vr+o84UCV5988lP7wRvvulGFi9h3v/8jI84VBhUuPChKUApgGGIkykiTAS3juRBnJzGwqYfRjQGMwYdxiQEqRYUM+VhVUQqtSuEVdQWydB7t0KaglYxb4BXbXJfrCwqQa1tGJ4Y9KhTaoX2MVMAOLmfAKgErINT/9FSfuwmSA6+UAEXALcW+YpU/ABbQCxUWkAk3wn1n5q3matZXEQRKDcz9tiutgEoALFQvQCPcClF7oIiiHuovDGbqoAghphbKK3cfTNRWpQCL/mKYA8BoH1UJai/uF1cpPqOqK2mPyYXhzrUAZlwLAx2Iwdi99L03d8pv6m37wQptqGKerpn2zwxoRQJgce+AK9wtCVAPQCAG1cuv/MiTq6xeDDGugAoCV2xzjARwAHDxfBCn6q9ees1d0nAxw+ULGKYVNgWrBK8ErgStNE9dKZTMS81PzUvAC8+NVIJ8ToJTeu7IPwtUUc5nDFyJk6AVeUFxFYEr5j2Qk3O4Ns8027iYAq7ujQYFIMDuv/Xv3fc/cqgjlRpjq8+EnM8I8MN4MmYOqZL3iI9XtM1YAQypDwySYhJAxb0CZnH1BVr90f/93ULXx5e/4WCZZ+jLRyfs+d/8trtKA2vHl3/Xnw2eH2AoMb5oj/EB9hVcoJPPhs9IifHnXUJ/cF1UgHZBzjBX/sbn0g/f3PlguDBg5Y3yCJRH4P/3I8CP2xhWaV9l+kEM3NB/c/WfW445BNkCqCTww1dwKgba5Ryvl5zvbiG5AMGASPwgd9CUBHEHZgWl0pOxmzBsSLSnNvy8BGDRloATUIo21GfOQy0Vzg3tUMZ9UIZbIrnu1etzb8mxcN0QVyT+8a/6Gg9XW/l/tYPxwFiSaEd1OIf+a5/jakd9YN/HNRmzcE7x/qlHn+IU91XlWsEK8APgkqoqKNrCPcd1vd3knjkXBQTuaP39fR5rC7eqsILg5bBSILDHAx+HVbSCe2cuxCFzl8OMrXtcnKCeywPOUFJ5ilzuWJ0tSsAArq0y9tlWn7TvOUAos1Jw39M5cU494Ae5Esc5j3K2BaS8zSSumrbjc1WfXEltktOm+qPzVoFHHosqVQiuzrgSnJn4VDrHg48TwwnXuZW0J1dLpUKMJ9XjXPUjXBOYFZJWHUSJRT2do765W6G7GQYQBgCSsigEedfqfSHwuKub1gCKGe8PfWN1O1we6xvPuwuprziYZuU4Vh7MuMoK5RVugoANXPhQ5uAeCngJapMVm0YBtzBvqUza3dtQprEi3ML8rAcQn5metOWlhSfGORfFvOPeRkaGfWU7ABSKsfb2uw4J6ItAHUCCwP9AE1z9AEvEMWLhAVwAqSdw1dXVY9XVYbVJ4hzhqnnsWKVdvNhow0MDvvJmPKaaA4wjih3gDIAMt0Fc+HBRpb3z5xttbHTEP28+C81PX3hgPecxqBrPX3T3S2Jd4XKHogzXxeqqGlffMHYosFjlcdeefQ7oAIxAKAKgz87O+XgDSnDZROGG6i2oodbdjRJ1HZCEMtRvxJAillSaRQcczqz7fQBtUGSxol94rsP7BnAFCCPeHXG3iM+EEokEvMJV89Chw953QA/XwZUU6N109bpvoyADeOImC4zLoUxNVKDhHcV3SVCLcm+MH661gKJ7dzus7vQ5m344bY+2Hvu41dSedBVaV3evt0ebd+91err/YNDSmayt5zatpbXdFVeDQ2OWya5bbmPT+4+7K2Mll0BgG8ARoNXQ0OhAFzgJvALyAfTchTDFe2fNVVWHj1S6SzSLBwRgB7wK4J7PAzUlcbkqjh7zFVWv37jpLoINDecduOLuyMqqxMmqO8Oqu9dseHDElhcXfa7wHeDfC9F3Ce9rfV9zTN838XeOvl+oSx2+dyj7woArANXLr/7IFSMY4a++HgxSYNUbb73vcEMBpR1AJa44glQYajKkZbQJBglaYaBjdDq0+lYAQ8AhQak4x0jF6CSxrSTjX9DKYVWkYBEMEKwSsOLaSgU48Ht/6SoJN8xRjH39O65GwsDlOhinuEbh3ufqqqeCeyAAClglYIXqiTKBK/Z1DNAVFFiDBsBCicVxABYwCYCFIQ1IARgBizCMgVUCWLjtsY17FgHGgUoornBZIgGXgDIEihe8QnGl4O2AMkAWffpSxbjDKe6Lc1HQoOwiFhBA5vK9R26kS3mF2oS6Dsqe/2M31P/6b163Tz75+x35ox2wRt/3nJpzF0gFZKeMcWMVSNw2UdBIYQWMxVVQCw9IDSPllXLqF1ICuHz/xddc4YOihlhwKNlwM2UOMW+Zq3FycJUAVkEYPVMCVjGs4vkh6RkTuCL3Z+5zwFWssBK4ErRSLDeBq0Jw9gRgAUYp4/kgAVGJz8ZKl7iuAnT/6qXXt50HvE+AWiTA0yuvvW0vv/q2gz/UVVr5jxUY//bv3iy406GAww0TVScqOMYexVKsnIxBn8aJnMQ48RwDqYkrBSjiXOYvqjs+e54B4s0xHnxGm7/+X/0ZR5WIKzCACrDFZ8fKlCghz7Vs+IIGAGzaAfryTAKXUatpTOPPhM/LwdW3XnCoCdgkAbGAc4A15gqJdyvjUv4rj0B5BMojsFNGQD929YOWfUEr5RzTD1/9QCZXktGB8kgghPqkeJ9tL4tcvuQuCHRCmeUAyiETkEPLjIfzuF5oEzAVVF+cH7cR4k+F/ur6nMc9kNOHeL+0TPfKuSSOk1OuRJnaiMeL48XxDDHDGEOdp2Ol7VFOHW0iVKsAACAASURBVLWp+rp23Jf42iqPDUvuj32v5wosFAQhRo3AFefpc6GetikvbQvQwSpqPd091tfba11dne4OhMsMBh7KAs6JE0u9c01XSiVB4OPjfK7sB2BUhEmUK3Fc2zLy2Wc7zgM4KIIrwaL1dWBYAGCCNoI9cXu0FZeH9p6EUpQBK8gFHchJKov34zZUX+eTsyoheWZlOYEyBFgXnCJ2FSqpjCcAVlBMheurbV1PfQjucyivcAtc9rZp01MS3Jwg537dBFwVgVVQbNEG54fg52k/l1XmvD0gGEq1bNYVRM8dPuhuT6xUuLC47DCDHDcnjHFcDwEvqF1IIcB1UJqtoETTSobZjK8eiAIGV0fdnz4j7ZOrjHvWeIaYV6jJAHeCcCjWSEG9hpqIYwAs4BIJFY3un8D19I+USq34cRRbqK1QDo2OjDhM02dEX7StzyGo7la9XRRegDFW9/TFFW7fNlaa0znch84L4GrD3cYAV7v37HMgdCJxX0NJhvsiSh9c04BDxD4ixhKrWOLqx7W4DpCF2EnUYexRvlGPbRLbKN5Q/wCaxsYn7OixSncJ7erpdpdW4pihHEP5RnwwgGjx2Q0xq4i9hdviV57Z7atXAv34POkXLnS4geKOCrgCZOKq+NzBw+7myLkoydput/sCBcS/c9DzxDsqqE1RjnLs5q1bdvRYlQNR4kjdam6xzErWHm0GcIXaCfiE6x0ulsA9rsE2Yxa2N+3mrTt2pOK4PRgYcXC1nttwdRsw6eq1EMtKqlbA1dmz5+zcuXpbWJhP3qE5V9wRyw5XSp4Hnk/g4sFDFe7myzzjvUgKytktHwcW7+DzYNz6+h845AK0AREJMA/gZbwejk9a6602Gx+d8KDvxE3k/cy7Wd8L8XcF3y+4+vMdwrs8rqPvb33vxPkXBlwBLlDe4Krz1jsf2E8//dQVVqwchtoK5QMQCQMWAxEDG6NZkMoBVknQderK4MaQxEhHfYDhLqMe4zCGU4JVqCbkrqc6nEMSBBC0ivNScMV13dBN4mnJuJXLFYY9xiX9B1Rh4NJP7o1A5cRIQjklOAWgIqGq8jKgVZIoIwlgCXaRS4UFuAJkkSgjsDvtsWIg7npcD6MZgIVyCICF2gl1B4nYV4AD6gAOFIsIuAVgOli/5G6JKLA8xhYAK4FYwCuuxWqDqKtQcWGAcx3O5bN/40c/tpnV33e3KK06SNyrwbmvF66FcY5iBBfSnfYHqCAmGKoqXDKJ34WLF+NypHHZFTO/cGDEIRZQBPDEvQCvALbk7AMWOKY6MbByJVYCHqSiwTUNtRXxilDRxHOa+RrP0VgV6CrASPknSMRzwxyNE8+aoBVzluSgJCrfDlQJWCkXZBG4Yt6TADBaKACoCahCUUSf6AeghjlHEP/Wga/5ipe/90cv+hQAQPEOIWC7VETcJ9CIftMOq1bigto59hvuish4kxi3EIvqTXfbBCICrRhbnnfBZ4CzAJX6FL9j4rHieZbSiXnNOLFC5//23KinA+cW/V7/wGPY/bmDzH/77JCDZZ5X5gwAE3dQVFfcN3MI91xipAGXcdvFpRLwF6uuuF8+P96RJH/vlbg/a37wjmO8mHdfBFfcnfa8l/tTHoHyCPx/NwL8mC39gRvDFm3zw5kfxvqBrB/ScjcDigCuBEz0YzvOC4AkcsEDWAk8Aa0ErmiHayhxLmXBiAoqLZ2nXPDLAVik0NIPfbWhfd1T/GNf11OZ309iEGicKNO4UaYxokznkasOuRLnqk68HZepfXKNH9tKcV31V3npOYJV8eekuuS0pX3O1XbRWEVNFYwwGWSoITCyUAgQyN3dDCN4JeBEeVAqhHhVlKtd7ottwQjy+LjK1ZaOq7xg+CcAiXJBDo6xTU55XFft6JiO61zlOq5z1Z72PysHqChxTgGwJH1RmcpVV3l6JcAl70dBqRXAlur4sUjxxb7UUkAnh1glxwGQOp9rSJkVAp0HlZXaKOSJYgvgwrm4PwKugBtn6+ts77797uYEmMAgB4rgQkbwalzGFhdZdAAoBLwCiIUVEEPA9VBOAPYMkC5x3VQf/Z4KMK8IDTXu+rxD/2lL8A3XTdwrWdEvJAEqXLiYw8AFQJdgk+oV8xDrScDLXU5LPkv6R1/IvS9RjDauByQDjpFQ8rDap8554h7cdXTN5heWCkHXARoocFiRjsDsqMeAUbjGrRLXbXXdFheW3P0O5Q/ubE1NQW1GrDQUPijcWPkOtzbgF+50xFjSKny0R0wq4j6xIigxogjGT0wnEvAquMiFZ5TnMADpAIRQTRFInnhmBBsHrqHgqqqq8dhlQDKCkS+xkiXKrt17XXEF6EQFxUIPz+zaY01Xb3ggdSA37wveU6hN+ZyAVsAfFnvgWrjU1dactJHBUVvLogDbcjgppRrKLsUFiwEWIGt1bcOart60ymM1NjY+5fu5jbyNT0y6GgyVG659Ale4yzJ2uBASxy70b90GBgY89herDzJ3cfVkJcX9zx32VSGl2grugrw3i+AKxRVqORSH9BOgxmcV3qVBnbWynLaZ6TlbXkz5irSPcNNP3tOl3y+l3z28v1WHXN9LvOO1T07a8eDKY1q9/k7iWvOaG478DCJuD64rHqT9xdccNmEkYojJaMRAw1gkB/SwjcEWG20y3DBgMd5LoRVQKk4YdAFahdX8BK9k6GHIytVK7WGgekqMQ7YFsBwMRO6BMm7ps1yoqEufMdZ1P7hEEbgcFZPUVQ6tStRVMaTStgBWDLEEvigDWtEuCZBFma8C+HS/K0IqLqT82sApDH3UVQArABaACgXI0PzXXX2F8gXAAHDjOOlm/6+6cY76ilQKsLgfYm1hiN/o/RV3UcT9C1dFPgvUMIzP6ZvrrjShH9QjrpFicGGoAylQ5O2kP/rE+AGuULLhjon6CiUNadeJGfvFoxPucgmUQgEDIBG8AiBIeUUZdZ6AVwCtJKGYQT0DtKIdYjEBroAwjOO2kDWZq8y5GMgIyvBsCcYwJzVfATHAF81ZASqHroniSmXKBao+K/+HwBVzDZdB+sF8QNkH7AQAXUxWvFx9/o/tnXc/tJns73sQfK79H74ZANNC7g/cFRYlE7Cw++F/8LEByqJcIue+GAvUagS2B1ih0GJseY4ZlxjuaUw4b7tEP0muRPv6d/x6tM17COAGuPpf9w/79bk/xrRt8Gv+PBDfiudRzzwQjz8Cu/NcMX+YT6gjUZ4BjeUqyH1zXfpH0ruS/vM5K3GvvL+AmcwRlHmANcAo79zyX3kEyiNQHoGdMgL8uOWH7HY/bnVMP3ZVh5zkICWJ7+SubRH44Me2QIiAUSgLAdSBS0oCVgAod/fLA2mehCq0UUxBZRWDKrZpR20KwMR9eLIfRUjj9xEBpcK9JWXcP3V03+QyJlSuMdS5cV1tq47GU+NLGzoWn6+2NZbaJ1eZcpUVxygZr8QFR6o4QFY8Dpwfp/h8wBLGKuAqGJIYWSEF16B1dxXEqOM8QSmHTUApVFMRvKKOQBR14+0YYqkdQSbqaVvAQtBA57HPMSVBAu0LFiinPN5mn3N0XpyrfLu24naALkAe2i09X2WUC844DIquGc4HfKG+AhYRBJz2Qr9UvwCSknO9PdrNAohYYbCozvJjmRVLLS+6mxvnktLpZVtJL1k6s2yZLCmVrNaXQCxgVWrZ01p6xdYyaV+dEDXYSjptYxPjHlgalzHULrhrnT1b73CE1QVxDwTgZLO4JOK2VwRqGotsesVWUXElMcdcZZbAOo0fdXXf+hyUh89MMcaCqipAq6LrJC6OQKrQlxBDDXBFoizAq2xQBxZWLAzqLY65Eizpk/qheaDc78dhWbFNtU9OOwT1j+trGxCICgm1Gu5zuN8R48phyyoB0wl6znOWs2yaRQgI6E6cP9Steb8PYAnB4VGOAaM4BxhCjjISgITLIBCJtkiopByGra/Zw6lJu9txz10GOzo6PKA9Y+agL3Hr5dnlPYEb9nou79CFlSQJ0l5be9KhJXHLgDgEOgdgES+MGE/cz6nTZz0mGvmFi1fcXQ4QxWIPt+/c9jkSg6uNjbAwBO8dlHDAKeDXtabrtrKUNo+Zl8TPQ8FEbDCUU3JH7Ontt/a7He4KCCCamp6zc/UXbP+Bw9Z+t9tW0mseZ45zj1QcswuXLnsQfWAZ943iDtDEipOsIrnKM7iatZ6eHgdXzc3NrrbC1R0YWHks3AsqPT4Pxg/1HkHZGW/qoAyLg7PzuUutps8sk161xfklT8QD9HiS+n5IoFP8faKVgPlsKI9hVbzN9wPfMZSRdjS4QiVBTCuCU2Ocv/3OB/57iUDs77z3kb397gduUGFgyRhD8eCGYQKtBHrIZXDL+Ba0kuIAYw1jnvaUiqAquAWyXywDXgWA9VngqgCtAAKRy6DglcAV/Vb/MGox5jHcMSSBYxigKFGogwrp/J1NB0yCVVJGAZmAUIJUpXkMqz5rm3NwIUTJhbEcDObBggKL836p8qFVXcm4SxPqFgxlFGByT8KQxs2PFfNQRKHMIhYVx1GBTKZ/z45fTjt0A16htnKA9eVuV2BxX8AEVF4oSO4O/7rHLSJ2EQoSVnj79l+84sokAB5udiTUMii/MPoZv++88AMP3L9TfmgDPfjsiHHF/aMsA2SRuFeUNoAU7hdYQFwlwBPbACvAlceuStRYsdIKmEJCjSVXL8CV4BXgSmoj5i0uYEAsUjyPNb/Jn1BjJQolIK+gVun8LUCZyD0Q+ALAYk4DUD4LVKk8VlzJTbCgtkoCjgOs+Iz5rHm2uQYAFXBFvDDmJmMM1KTOM7UzHvtKLoDMh9yv/YnPcQFU1Erf+/5b3hYwEZc9YKlc5XArBFwx/rwfBK303PIOclgVgbpYeUYfHVhFC0XQBi6DvA9QKv4fh8Z83vN8Ad94rogTxzPGvVCGWyDB+3mWuB9WUOVZY+5wnyj5eE54BoHdvDsYR79+As70PuS9o/vgsxS40vuPdw9zEPfb8l95BMojUB6BnTQCAiaCKZ+1z49dHeNHcJyAVvxo5scz5doWEIlhiMpYDY+67BNsPbRHG0Uoo+NFo0mxqEKg9RhccU2t3hdW/iuCJs4P7T/ZttpXn2hDiWPb3a/uTfXINXZxmbbjdqgXGxNqn7rUi89R3yijHvuqU3o/9F/H2fbxQq3lroIBKOkeVY9c4xrngCD2yQFG8TFfUQ+Fla86GK4jyKRcMEp53A5tKXFccIJtGfLkOpdc56uM44ACJe2rLYcIEQzS8bhc6qP4HNXjOqqrXPVUh3KS9nVc9QU4VE/l1BN0Uk5ZnJ4sLwIo1RGIUj21rdhVOh7n1NVxnZfJxG6EwKWiqolzqecJpZYrpdgHqnEP4fgKgeAXF21qZtqmZmdcmRLH7Yrjd6k97kPtex+TNlVOme6VXPenMo2p9qUYA1CxTayyJz4Xny+CkkWFFHWK18oU5hlt0LbmOtejrtpkn7GMy0NfNCdRazFHwzXZDu2Fea3++zxzUJZ19Q3KnxOnTtqhI0eMVe9YZRCVlvqxzn2tEvif69CfAMP0XHD/XuYLCLBqYVjEQKA6xLULMebCM5gL9ROlE5B51fsa3Gs5z1VGifsu5/AsenxBYlolC2ug/JqcnHE3QdwCATColaamplyxBbhDmTk5OeVxxlh1cGx83ONyDQ4NWU9Prz18OOHjq3eUX6OgvMINed2GhgZ9RcTx8VF3T86t5x3Osaof8Kert99O19Xb0apqTydOnfFg9yi8iMPF6n2nTte5aoscVRsB6y9fuWoVlccdUvV0dbuKamF+wdpaW30VyJqqamtrabXZ6RkbHBhyV8jDhyvs5Mkz1t/Xb6uZVUstpa21pd0qDldabU2NXb923dpv37HWllaPVca44EpJkH1caIF9uEriPogyETdO7oFA76xKeu3qNbvTdsfSyyl7Pp/31QQf5zfseV9VsKjqLf3eKd2Pv2vY1urBfKfsWHDl0Or1dz22D4a3YloR3BpoQY7RLgMS4wsDEoNMKVYYuIH2zRBnBmCFMUq8HymtpDCQ0R5UVairisoqqau4ZrHek+CKY1KyoFwoqK8iJQvXjI1/xcSR4Yuxi4GPEQloYB91BfeDsYrxSjwqYlABqTwvcQ8sBVbaL4VV7JMEuwBWpXW4VhFgDTgUA5Sh/kAhhMIDtz0UIxj6qMFQWeGqhPGMmx8ByHHnA16hihLgAjQRbFrwinY99tUv9fh1UJ8Q3J1rEA8KoMN1aBvXL9yX7o3+hseGQskFtCBAPLACuAG8+i9/9vKO+a2NagUQAZwCNACsUPegvlIihhHgAeUU0ID5D5AC3sbgSoDq83LO43zaYb7j9kbOPiCL1TdRYZG02iAgS1CLOR/PZ3cpjBSD8TwWxOL5IjGflQSTgSck5rcAFTmfk/bZVopdBHkG3FXwa3/iQAZFEeo+ng/qMb9QSbEiH+AJ1zpcXKVqY84wfoxH5tEfuZsmnwOAizlGziqZwC+2XYU18Zs+TrjlAQ45l2cyvlfuUcBOoKoU0OneBO90/9Tn86BNnh2eBVxlAVeoFRkH7plnhlhvrC7I88S9AoNxW8SdEegF+OS+UV5xLoCbMULtyPhwbcEr+qx3Ip8V7yC9C/m8+dx5l/H+495555b/yiNQHoHyCOykEdCPXXJ+3JIESARUtE8dgRQZGeyzzTHqsU0ukCFQQXlcFuqG/+KrLZ2rc6hfWpZn5b5NwNWmq7OksKK9OKk/ugflqkO7uh9dQ/emOhxXHeUaI3LqkyvGCNvxORxXmzpfeekx+kCZrq3+KY+PUYdynRMfo8zVVYAp6iWAijHlWHwu2ypXe9vth88hgU6RSyB1ZTjrPOWF8qg+ZZoDbAMDVE/7alP1lOt4af24DW3HkCGuzzYQwYFJEtCduuwLKLBPHe3H29uVCUrE7QqIUF/lAjc6FveBOko6R+epns7fLqdOXC5IpZxjqkNeaDsJDK999YHzVD9u92fq4QKIEoscJZZDrgC8VlJLhXGO29J40xb3GvdnFXVW9FnE4636+nwK5yVukihiBLF0jPOprzHlXkJZuK7aVz21HZdrm2PxHFS75DpWnGuUFRcYoA36r7p+PV8pM7gkooZqarpqVTXVHvT+TN1Z6+zudEBWvA73Qps/C24JWO/X9lUzUWMFRerGOs9sHH8uPH88YxvJ8wdYA1AFV7g1L6etcF6o/+S7YcM2celeD8ndtPNbDl1wISbh3ofLHWoppfwG7sVBrRkfI4A5oGpTrt3K88l3Q/Leon8oCemvwzjiIea3ksDweVvfyNv80pKNjk/Yg8Ehj6e1tJxy5RpueVPTMzY6Om6jY+Me22vi4aRNTk3b0PCIoRzr6e2z0eERd4dlQYTBBwN2v6/fert7rL+3z+Zn5mxocNgVZQSgZ8XM3p4eX5WU1VIX51PW3dljFxrPW93ps3a+odGuXmmywcEhh1aMC+q3lpZWO3u2zhOutcQE6+vrd1UZdViNElfN261tll5atke5DXu0sR6gVV6r0xb/yaHvE97l+v7Re55jlOk7Ssf5vtiR4OrTTz+1N370vhtMfwecSFazwugHWKHAwpjCuAJYYXhJsYQBSQJeKQdoYWhSBwMNQ5HzUU5gvAOIAFFFGCV3wM8HVzpHuaAVhp+M/YJiJQFXGIf0hSRg5Xni4ogiAyMXQABI4BhGJwYuEAgwA8xx174kyHoBXv0D8ayAV0AplFQAKkEqyrS9HeDSeYAqqa9oA8ikAO6HGpbcfRBAhRGN+gXXLQxnDGagAcorwIKMaeAVgAmDnKDkXAeARfwrXBNpn77hPgVYYIVDVCcY5bTDeQTsZ15wLZRZHKcPKL24JqocIAFKmp3y9+jff7ugjlFsK4dWSdwroAXgCujE/ASWKGg28AqAwtxlDrviKolnBcCSmyA5+37uX7ziqh62cTvENQ2AhQuYYFUMqmJAq3kcA1ieF+axUgHiRM+inknlAljK9Zwy34EpzG/BHEErVEIoraS2+ixwxfOBsuj+9G+5MgkVG3MG8AS4Ak4xfwCGPI/cM1CTAPioqniemNe4yAJFqXPs0oqDL5434B5gieec55L7RXEmpRU59yO1FbkAXXx/3KPutaC8+vp3/F3BmONui2KK/v5y1ZTPZdRS3LfuEYDFvObZYZuxIWeRghPXVv1c4qbhwouqsVR1xRjTD/rLZ0HfSXxODq6S1Ur53LlfICZKs/c/+HinPD7lfpRHoDwC5RHwEdCPW3K5HfAjmH0S2/zQ5UevAAm5ko6rLkaR4IUgBIYQACIu135pGe1RpqQf4QXjCXCVD26BwcUwbHM8bovt0vtgX/W2uxddS/XY1zjEP/o5V/dLrn1tq53SMVI57cfXZ19J5aqrXH2K63FM96zz2MeweyJFKz1yXOfofJXpcxIs0jVVrno6XppzvLSMfZXTjhJl2o5zna8y9tkm/1lAENr7vHKHBDLsEzWVAEIRChTVMACGGDJQRzBF56lNchL90za5IIu21aZyAIq2yWlfSfvkalN1qSMIBVwSYFK5jmlfua4XH+cYcImyOMXnxPXVr/g4sbKIW0X8Ko+ZlfRJ7alunKuduO+619J6Kleu8dC4Ut/b4zNj1cNkHOP6fjypx+enY+Sln7/2S69DXZ3HMX3e1I+32VeZ2tJxztNx5nIRGK25OxkxrQaGBu3B4IDdH3hgo+Nj/rnoHNpRiq+hZ8ufm3WAVFipldhLAVwVn0nO1zNfaItnK3lfAIe8nQQ20zaJc0i8D/y5XaMe1wpqqI0N4jMRPyzEEAtByUOcKiDV5uZmAWAJZBVyIFe0Aqzeb7qe3kEAeF/8I1GRcj5tc+2wDSwLiTKOhZVU6Tt9wLWS938oz2/mLZfP2Trx+7gvjuN6mLirO5BLYi4ylmvZVcsD4nAlTPY1F1D+4taHC+fy4pLNTE17WlpcdFfqMD7E68r5s4IabXx8zFfEnJmZ9lhsjB3HU6lld9Wcm52z/HrOUFqRvrq1ab/6+JE9H/1zQ99N+p7RdzT7HGOfxPd66bEdCa5wCcSlCnUEAdn5wz0QdQ0xizDaMaocWiXGslRWAlYYY4JZ1GMboxMAQLtyu0KtAMiSoUa7UlmF7SLEYv/z0nbgKjb4cQfCOJSblcAVfSNhzGJYUg/jmj5hvGO4AngAMhjZxIACNOFOJ3gk9VUMnmLllMoFrEpz6iqpLvtAMeVcD2AFwApp0GETLn6cI/dB1FeonohzJfdB7gHlB2oW3J4IhI3RjQFOAjwQowrDHXBFwHbgFf3kWsR9QqFEcHiUVcAx4BUuUsR6QqH31d/8U4dXuAxSB2Neqx/y2aPQ2gl/rEgHxANQoI5RoHa2956ec2iBskyAiTmLuyAJ8CS3QalteB4oA1QBu5QAVZzDPmMEzFKbUloJWAV3weJcj+cyICeex9uBK+ZyPJ95/gSpyOPnU89oHAMqBj+COwAWIK4AVgyucDcF2DB3gDuAKOYW4JIxZHU+1GxyvSRHncX98qyxQiaxovTcMLfZZg4T2JzPhHkHDOJ9gEIN0Mc2zyVjQAJi6fkVBNL9Cs4V7i2Kb6WxYSwEjrgXrisVGPcCeEWlyBgoMSbAPZ4ZxfViVUrcIwGhrCpITDieDdpknKjL+HEu7xjeNfSL69N/wBX3wnPC+4fPm8+dOYPain8mlP/KI1AegfII7KQR0I9f/dCNc/0gpkwGhAyLOMeYUR3KMX7cwCkx6GMjjDoYTzKMyL3NKOaSrqFjMroeYWTwn31XFhDQvRinibpqk/MFdNimjxzj2jqm43H/2SZxPY2BchkAHNe5cR63o/4rV/9RM3Dv9GNzM/QdJZn6XTTaigop2qBcSdfUORxnm0SsGDdG8xh1seKiCA/Vl/izYltJbSmXsVx6XOfruHLKdY+leekxjus8cl2D8tJjMVSgLgmAISOSXJAhBg5sqz656mlb7dJW3J6OK6de6baux7H4fLUpAKR68T5lnEOuVLqvdlROHsOheF/lalfnxG3r+qoLRBLEUn1ytcu5qqt2wz7KrJAy6SVDMaXjyuP2KFO52tM1VE91AFFsc+8q8/FNrqEycnfvS1wFS+FV3Aafm/bVrsZW+2qX/sXH4u24DZ2n46VzVvNXc4acMsBVSGsecN1jUq2t2ur6mq3l1i2bxMSK2yt9Ltj35z1RSAGA/J24lnO4ArjiOdfzRltqQ2VSWinXcT33Op9yyjZytJG1/MaqbZLyAbjwvgnvHYKro4YCVqGyKi7sEMetUh0gF+7hep/pXan33ZbeeaxYm6hJY4ClMvoW4ixyvfCOp+9qL7zveO8TNwolas7yWxu2xv1s5YI6NZe3rY2wsu0T8RI3gmv6I/pJH9ZXbSvHP1B43zIGxe8iua+TOyiT6jXpuwBcfA9suzLW6wSlGp/j1kbevrq56WorwNWvPNoy70Pkns73kb6vlDOW2iYXuGIsdGzHgav3f/yxvfjdH7oLDMvOf/LJT11R88Zb77vaCuiEke0qj0Rp5dAnUTxgjMmAxBiTMY0hjgEPsCJh9JMAZCQMUww1lA8Yp6XQijLaiMsFsSiPDX0M2yeM/cQYxNAVtCpVimHIYlBSB7ct2kOphIGOskgrjgFzgEcY2QAsVCKoRcKKY4MOehxqRSsJClIBl4BQ7AtSfV4ugKXcVV5PhfhZXBcXQox7tukLfWN718lZj8OjgOm4N+E+iBGO8c0+EA7XKPYpV3B31CS4etE27XFt7g33Kdqtbsq4YY7qCtAFwMJ4B9789Kef+ueDwc+1gWckXKuAZqiMCOa/E/6++Ycv+gpwKIG4L7mzAa9QATE+9JeE6krgSiAKoMD8/f5r7/j8ZVVNIKygrIOqaEVCxgfoxTynTeYYKqIArBTjquj2yhz+mXmcuAgyR7cDsFJX8fwJVG0HcXSMXPBKkEeqJSmWeCZIUmGRM2eAVTwbzBeglcAV8cMAPwCcBCFJCwAAIABJREFUC+1bBXDFPmOKooq5QZwoYqOdal5zN1RUWqzUR9wx5hYud6i2WOkRkAPwY+wYL55t7t/fLYlSUvfJPRVAVRLLCkgEhCPFSivqcp7GDfdalIuoxAC4KMIEoADAY8vfcBdBAB33gVsjQIpnR8HoAVioDVFc8czxbDBGUjkCixlDxpQxpq/qA/fDZ6vEXGNelf/KI1AegfII7MQR4MdsqasbZfzgFaTRj3/98JVBoB/B2ue/8BhHGLEL89M2PHTfujrvWse9duvv67HRkSFfVh7DTwYSbWJoFH64J//9V3wmGSbU4zrBAAn/7cdgcGMtMapUp5BHxg7t6Bpcz/cxFATMEtWT7kltcD3GgvLSY9SRgcC26siY0D51GJfpqUl3L7nX3m4TY2MO3DBuXBmBgsDVB9zThm0mSWqEYn+K9V09kKgVZGi6QZqMh8aKczXebuAlxqyO+zkJRJShrHrkOo7RHbdDXZXxmc5MT9rY2IgRh2YllbL11VW/N+4PdYaMdl2jNOe4ktpmX1AgzgEtiwtzHnQcyBDDBCBIXJdtHS9tT/vKqRcnynUsbife5rjOEZDRPn2J1UXsC9Iopy7bnKsycs5TWQyXCHSeSi25yklKJ8aDRL24rvoTt68ycl1D58Z90bG4jHaUgEQEeVeiXOOia2ifNtjWudovLVsnrlOSNhh7gGOyT4D41Xj8GC+Bq5LPTdfd7vNTP+Nj9CfuE+fHnzv7n5V0np6T0mvH19G89usxL5Og7lrRkDhT2QTCUYdzdY7aUb/0/Oi64dnkeQ2xrOLjeo45l23tU4f3IeBK5XEevyOKz34RcDu4ioA37em9HN6xIdYeZSoPiqjw3g/b4b0ev0O5LgnIRLmDnuS97e9CfR8k+We939Um734S7TziHxgJSNoAPrGdHC/0MQf0453OPzFwn8/bFvvU4/tqI2dANXep9AUswjuO93VwZedYcNvmmvSDceWe1H+VeZ8Sl3vdh19vM2+PtzbteeATgIq+J+Oh7xbaKP2u1jF9DylXOfmOAldAK8EkjHBABEor/uP/5tvve2BkVA/AHxmNQCsMZQwwDEGpFwStAFxAJ8UHwrAncR0CLfsqYT9423BJxFDDWAcaYaAWIdWThn2AW0X1VQyuMGqVCiqVzwFXMnhlqKMIob/sY2wCrVAoscoeKiRADpAohkj/y7PD9gvPBbcogjujykJNAuCiHvU5j/0YXAlIfR684pjqKde1ORaUVwPeNtAK2IQKDOMb1z7UHxjSxOQBWHE/uD2hBOG+OAaAoAwDHJUIxjj1cZ8DsgHmgDkAHtygAFvEu8L1C3iFIY8i7aXvvWk//fRTBwwnr6+5+oZjgAgMf6DBt//i+8ZKlTvhD3gAMCGmFfdGAlwR5wgXNcASkIk5TwDvGF4BoYBRgAWSACwgi8S8ppyc+c7853zFtaJtzTXB2nhebweuBDRiaOUAGdVjonzk+WNOC0T9DMiJAPMTx2JXuwT4AHoYI+VskwC6wBfmDMCK+cLnz1wQuEJhBQxk3qCiYi6hAATcADGpj+qPecFcezDzWz6fiLkGUEWtBQCjHa6PQo3PgWcdVRLvICk5uQ8BuBi8cZ6S+q57iaGRFE+AK+Y26kKuTewz5jjPCn1CpYeSEGjFvVJO4r54joC4zHeOEdSd5417xF0Q1RVjhXqLMUB5RV+kvNK9kPM5A+leef0d/8fBTnhWyn0oj0B5BMojUDoCAi/8mNW2GwzRPj+O4x+91Ivr6wc4RtHC/Iz1dHfY1aZL1lB/1hobztmli+ft4oVGO99YbzeuX7XBgftuZMuIElAqGBMJvBJg8h/ziSETriXlUDHoOuX0W0aXzlVOG9r2PAFW3IcMCs6PU9xmDPHiOhqHOGebxPka05XUkrXfuW2nT56yI4cOW3dnl6+AKOVYPldUkamM/7rrnmjPVQKKL5O4saA20z2XGqrsc6xocBYhlIxd1dF1KFd78bnU4xj14uuwDQjo6+uxurozduTIIauvr3OXmRxLva+uGStvEdCd+DylRrcAgcrdoI/c5Gg/BgbUW15a8Hl0ru6MDTzod+BAPbWhXOeqTXJBBZVpX+doX3AjvnZ8vuopF5Ahpx654I22lQsIaV/14pxjaof6Sn5OZsWWlxdtaWkhpMX5wqqB1KMOOXOOsWI7blvHOE65+lG68qCO6Tj7aosyxZQCnnlK2qPful58rrbJqUOKxy9D31eWbXUlZblMxnLZYmJlw3VWIYzAmfch2aeduH22KeNz1bXi62mbOkoqi+cN55cm6mu+Kde1eEY0l8jVVlzmdYi35uAqkyivQk69QnkCXGlDSX1V27RF0nFyYArPqfpCmerFuZ5zyvT865lXzrHQZoBdcXl8frwd2iu6GAK3aD9+nzpISuAR53Lc33HRe576T6TkmPqgY+HdGMCUAJWup2vq3S8wRI5CjPocI+ncUCe8V3W+35++X5RHAFD3oD5xffVB9+ZtxfAqGRO+I3SetrknEt87he+eyE1QxzlP9cg5X6DqiXMjtRXlOwZcffyTT4J65Adv28uvvu0G03vvf+QqK2Ks4F6FEY+hjOEMmJKRLAOYfRJQC8OShIGO0Q6owtDHkAeKxcY+Rj/G/iuvveMxgTBOpaaSMQ9MkjpFx8ipK2WKgJVywJXDqyiYNf0XdJOBj/GIioT7oD1yoBVGKS5jqI1wxwMUSWmFaxMgKQZTAB7i+gCvMNgFsSiXCqsUUlEuIEVeeny7fV3XAVbiShjUV0GBRTn95LoY/ihHUEGhHgEUEHsHWIUhjTIElQjASkALVy3uHWOb8wA7jMHTNdNuzOMuiDsgaioZ6gAHXKEURJr4Tw1teW8bo1/KLOYEn/9O+WMOAFtwbQP2EduI7dPN6z53cGN1aPJnL7ubK26Dch3UvBak4r60TU4CWqG+wo0Q1ZC396chZpPmcwyuNKfjOSz3MZ47QSvGsTCXo9hWArECV+SCOQW1EWAqcZvTcUAOIIVc9UqhD8BKbnLAFxJzCAgF9GQu4AII9GEccRnccyq4XrIN0AF46VxUW0AvwA5uhAJBBDXHRRCABPwCdPEeYWx41hmD+BnmXgSkBNboq/pLn+NEOfW5d551vbd45nn+RxZ/x2O+oS4EYAKhcHmlj6gTAVw8G+yjwppd+wMHUkBh1IU8XzxngCsUV9RjjDiXewFe8awJXvGZkQBo3B/zBLda/mlQ/iuPQHkEyiOwU0eg8KM4+s8tZfrRLfAS/6BWGfXYxlDhhzuG77277VZ/7pxduXzZ+np6bGZqyubnZmzy4bi132mzM6dPWkN9ncMrjFs3wDC+EsOB/z7LgCgYG0k8JBkDsaGla8uYUb8xSjBAlNhXmbebgCvq04e4TbVBHhskKncDZBvIJWOCeiQZErSBIT0/N2t32m5bZcVR6+roDEBnbd3dHt21JHF/FLgC+Oj+1BdgFseVPNZM5Jan+uQysNkmybilXGXKP8u45Tj917lsk3QeOfc2MjJkt2+3WkXFYTt5stYW5xccWikejAzt2PBWG7St47qO9smV1MfpqYd2orbadj3ztLW23HwCfgg+KOd6pRCDfR0nj/dVn3IlylSPbfqjY5yr85nPcV0d+yyIozaBQXFdbcc5bVCffGJ81G7evGGNjfV2+fJFGx0dLoAtnrXOjrvW1nrLn7lSGBWDJxRrQ4MPXBHJOSjmdJzrcP0451jcV5RfpUn1ue7S4ryr4gTPdK7q0L7GgDLSanrFHFJl0rZemkrAlT6DuA2uy/VKr0EdfTbKdf14nzL2+YxVrnPjMtVhTrKtpLm8Xd3SOrgKys0RxVMBWCVuhLSh50E5ZXF5vM3zpHp6RtmPnzO2dUzl252nMtVRO5wbb/NeUh1tc5x6JPWPY3qHxdvUYZ93Je9V7auOjuk4+3r/kpM4xnte3yFsqzxuR98nfL+ovsr0PRHvx+dyDe5T19Qx9VflyinXMepyfnwPOl/1+R7luL5TOU5ZvB+3wXk6h23Vi8+Jy3Qu6mrSjgBXhE8BThHPCmMcRcxPPvl7A2bh2kVsK4z1grojcRHE2BK8IgdmUUcJdyjFsgJaAa8AVhj4wCpAlbta/aAIrijDyMeYx1AFWJUmyuP0jwFXMvhRNNBXd29MXIgwpjEiUTpgyGJgYkSjtkAtgopJ4Enuc4AroJIgkrbJAUa4OQF7AFiAEPYpR3Xl5yTgi3ZjeLUdqIrLOJcUl6kvwCuUXuS0CbwCYgESAAGorwBxGOaAKoxpDGiMbIEt4BP3T6Bt6gEWMMA5/6nqKXcBY4VBYBiuX6ipgFZACVQzzIEPP/rElVd/9dLr3u6lu1tuzNMmBj+f7U4K2cN8G1v+XXdZ4/PGNZJ7ZV4AmgSbUF0BFQSvUF0xvwWsmN8k9klsc5z4V8S74vzYTTDM65+dy8xnQdeCarAkPpuglQAO486cLgVXzGeSwytBrNI8CtAuaAXAilVKAkOMCUnxrqS2Yj4BrphjKNeATkArtgGerH6JKgk4xLnAK+YewFgQR7CJOYLrHc8Nnwdt82wC88j9npPnGPhE33RuDKi0redbfaece4vBFWP3jT98we1D3nff+NaL/k4AogHleB9wr3pPMP6oB3mPMZfffPvHPk8Yf0EqgBWKK4ErB14JvNIY0A8+H9pjnuGC+qN3Ptipdmq5X+URKI9AeQQKI8APWn7s6kew9sn1o5rt+Eew6lPGMX6gY/DhDniu7qxda7pq05NTxVX/EoMEw5U6p07W2IULDTY1ORGMINw1iPUkd40kdyNCRoarAjAGMM6KBh0rbZHWcKtZzXhf6A+QSkYIedh/skzGhddPVA0hhktRdYQBwTg82gpGFXU1Lm58JAaKyjUe7BePJwqI9TXr6+m16uNVdvdOexKHhoC/uJkUgZRDrGRfRiHtkTY8QPC6bSTAy93wuNfIWKQexiOrjel8chmU2vb9EmOXPusctsM1g4pE58l4JqfMjdPcms3OTjm0OnGixuZn5/z+VjNZX6krGLBPQii1IwigfUBBqF+McRXXAYgAZlDxDQ8NPAFYHAQkkEJggvZI7JNiqME+89KhSVRP9Yt5MdZS3M525/n1gDIF1VXxuqicAtSZc0WU2vJ+Rf1Lp4oqK9pTnzm/t6fLodWBA8/awYMHbHDwgd8X9UaGB63y6BGHerjoch73p3tUO1yPunVnT9m+vbvswP59/mxSj2tkE5Ck87x/UVuUcx8p2k4nwdmT4wCw220thiKOZ53+UieTLo417fk4ReCQvglWobZiG+VVyNO2nk4b7oLZKM6V+qX75P3SfOOaQzu1z1ximzmkXBBJudpRv8h1TO1on1xlmrNxrmuoTPV1vs4VuMI1UDGvfP5G4IpzeE7J4/Z47ng2KeN4nOs6lOn51TNdmnNcSW36eysCTXEbbHM9vRvYj+uXltMH2uWd6e93II7HitqwrQ22k5hTXC8B4mpTOW2Gd/D26liO6R0vILVdn9wdkusk3ylyGYy/K54AWNG94Rbo95C8H9U+fSTpmPoc5zqu71Tlui9yylSu7Xif9kn6ntY+uerre1m5vrM5Thn7pB0Brgj6C5zCyAZe/fjDn/iPEuDDez/+yN5+90M3pogzg3GH0Shgxb4ShjPHMMBQg+DWg9EOsEJ1IljlLlWJayCQioSboFysWLGQxLmAryK8CitsYeyjiigqsYLqCqM2NvbjbYxd+kWivxis3AMGL4YoRiRAi3LUHxipgBiAD+6B7vKXBI92N8Gn+h0IAY9KQRLAiHJyIBLACiUPRjggi33KOS7FFG3oPJ0bg6l4m3q6JufHEIt9+kr7UnlJIca1cb/CFQoXQVRQch3EeMaoxhUKNygMb5QhKE2AUsToASYQbJ0YQMQdIjYRSiXiFQEkgHzUxchHbfXhx5/4PALyEMsIMMYx1Cj/1+/8eUGZVfgF/HPe4DlAIYUapuX+r3r8K+aBXAVRXeG+VQBXyUqBgAa5vipnrrNNYiyI7cY4yE2QwP+orYLiKgRkZ54zrzWPUVlpDrPNHI5VVoI3AlZSDW0HrpjXT6iu2E9gFYAqVlvF+zwf8TE9LwAgwBNzBBDF3CGeE+o95gPul8w3oBPKK+Y/8Ip5gJqPeQDQQaFEzpzA3Q7wxfxjfhLvCpdbgCnHAVzcP0n36veVLKhQCqcEqUpz2qEM0MX5QCPeCYy9FqLQVARIfZS8B4FJvAvffe+jzw2UzjuTz5nP8Vd/6//x+FxyA9Rnwz7vIt5hfK7Mgxe++0NfORD37PJfeQTKI1AegS/CCPgPYCBV8sNZP5b1I1k/0PXjWD+29WOYfQwT1BtXr152cDVw/4GDmEf5LV8BMLQRVDqoIVpv3bKTJ2qts+OeZdPpEBPE41Xx4zzvsUVkXGCQeMyWtTVbXlq0mdlpX41pamrSVtIpm5qetPv3+6yvv9dXalpaXvS4MevEVMI9Lbfu+3Nzs358dHTEpqenLItRnCiRMCzciMyk/Rqs7KTzFhZQjcx7G5SxUtX62qrXw1ULFyk3LhN3G8aN+6VN2l9dW/WVohYXF2x+ft5u375jlZXH7HbbHVv1lapCYF93p3OFVc6ymYylllMeJ4oV27TilLvb+f2gzkiSuxaFe8klsWq4Jve+5nkIBI3RRhJAyBAvaJUA0QEOyWgl1zb3oH2M1bCNEY0aBYOZ2DgEl2ZFt7RNTIzbsWOVVltbY9NT0w6uWI0L1dVqNgSjDjF9MPyDSgUjHuOW8XeDPzLaKfdjkQIGoEAKgAXgtGKZlRWfR4CiEBOJuEiUFWNG0TYxmQAcyvnsBGaANYI6AgsBYgBYuCbgZbkALMKxyCUumy4AHNqnPVcj+TWIPRXS0uKcdXd12q1bN405SSywzErKsispy6SWLeNxqpZsJc35S5bJoGoKMMnbXAngi/l/6tRJO3jwORsYeODX4/jDiTFXNFZXHbMH9/sK9+fjlbj0cZ/c++zsjPX0dFl1dZXt27fHujrvebniZ2k8fMwSkKVttef3WABajG3aY7nduH7Njhw+ZLue+Yq1tbZ4P1YzzOniOKt9xpJtnwvZtLsIbjC/mCOorgBFgCTAYqRw47z4XO799KkTDu4ENJk/+jzjPIY7bKst5dRVObn2NSe1T04Zz8Z29QSVFGze57M/s0WVFrCKcwWveE55d+hatEG/dC3qql1yf9dE7oScp7p6htXH0meb4yTeWbSl9lSm8/Ue0Puect51lFOm95622ec7gn2VkXMe4Oqxx2/K+3aIFZWAeYE06iYpPl/txblfO+mL+q1rqf+MZ+k/Rtjn+yX+rvHvBPoQKbiow76uqXvWfuk1tyunj9RzAJbAO8Ad+9TX+HmdZOw0hvpOFrQSfBKg0nex9uNcx8gFrsh/7oorDLG33/3AQRFuXqwO9+FHP/EyDDUUWBhhGFsYyRiNUnGwL8NZ0AqDDGNfwArjHUPeXQNLlFVAK4EqtuUuyDauiZwLLJCbEAZerLQK8CqUyeDH2Nd27GJFv7gH+i+DF0McdyWMWIxKBWJHGUTQbqCVA6YEWsWgSfCoFCopjhXl1GEfAxzjHWNeCTdClD2qJyDFNQSxtrsG9QWsBK3ieoqnRduxwoty9lk17eytnKulAAWorXBnwphH+YJLH5AJWACYAG4BtAAOjBUqLGACEOzUjTWra8m5yoaYV7gOAvyAgR98+BOPkcaP79/6T39lxy6t+CqEQDCu9cLfvrFjf5cDD77956842ATYAppQwwBSBa9QT0mBJXglWAUEZptngOcHtRXASxCM+RyDqxhaMXc1fzWX6QPAJoZV/uwlq3UypwVFAFQ8nwVYlUCqWEkVwympqpTzTMTb8T7PCZ8d8AfYi5sgQBNFEeAK0MkiBgBNYlqhumLeo7widhg58JM5RX3mH3MNt1NyzuXZw90OMMr8Yu783h+/5NdjXule4/tRv+hbnASpyJnbUnhRh/O5N8YNhRvQ/r/3H/D//R9/5KosKfCYF8wPEu9X6pT/yiNQHoHyCHwRRwBg9fjxViFoLT9q9YOZH8D8qOZHLwmjhmP6Ycw2iTq4b6GAuXjhvKtttvJhdSaCjKsOORBqeHDITp88bU2XrnjdzY1Nj/fEOY82H9njrdCH8F9uftznLbOSsZ6eHjt/4YKdOHXSrl6/Zm3td6yuod6qa2s8nT57xu523LPlFVy2ADfrtrKyYvfv37cbN25YU1OTNTY22vnz5627u8vjBAWgk7XJyYcOlS5evGhdXV02Oztr7e3tdu7cObt27ZpNT0/7suuU37nTbteuX7fm5ut248Y16+3t9mDZwegLhgjGzXJqye4PDti15ht2uemyXW5qshMnz9iBg4et/W6Hra0FtZXiQGVW0jY4OGi3bt2yK1eu2NWrV62trc0mJiYslVrx688tzFvf/X6729lhHV2dNjg8aMvAjPSyPRi8b9293dbV0+3XXVha8tXJMIynph5aZ1eH3bhx3e/n7t27vuw644PBLIOVXEYu2zJYyXUM6JTNrtrc3Jx1dnZac/NNu3nzpjF2zz77rJ08ecoW5uYtm84Y94TqKpPJ2szsrHV3d1tra5tDy6mH4w40MMTd2AYQRMmN+cgNi30McqAJoPTh+ITNTs9YOgW8yjj4SS8v2MLslKeV5QUHJcxN1EWMgcOqBF4tLs7b7ExwZQWoCg7oGgFiMJfStpJasPm5aVtcmC3Ek6JeCFCecogKxKF9gCbwp5CWiUFFXxZtbHTIqqqq7NTp0z6nVtJpy6ZXPLZTgFcEWUfJtOjwKpMFXAVYFcBVgFgzMzM+N4GgDx488EUPuAcSiicgTiF4PeoogbR0KsTHWl6y5fSKzS8u2MXLl+zZA/vt3r12P0b8LK8PdCsJ+s7Yl6YCzEqv+DxlrqZSKWtpabF9+/a5O2c6tWirKwFa6Xydp5zxViwrwBVKKwdWyeeuz0fzIj6Pe71184Ydq6zw67HP56M5Q93weQbYpW2OC/RQX+Xa5jy21Zbqk1NX+7ShpPrap47mNeoqB6eRogsgRx21xXOGWlL7tKPj5LSvMuoKzvCM6prken69vUiVpWc6Po/t0n3qlZbrXLWt48r1rmc/BjJsK5UeEyQSqIphEmV8R8Xt8l2kfXJtq2/qC9dj2+8jaUftxbnAla5fuq+66r+uqe9Fleu+2FcfKVP/+D57Pr9hz+fz9hh454Hcn3SP1HeurhHnup5y6rId5/puJte5fKerjs79uYIrVgz87t+95a6AGG4oDH78wcf2znsfuhIKIwujGuCD0SyjEWMPlYKUA4JCqAcw7GXAkz8RyypSWglYcd04UY4CS/CKeFt/9pevOrzCwAwqlWLgdhn9chd0WEUw9iQgO0Y/boLex28GVyqMeoxWDFoS9wOkQWGDu5tDqy93O3jCDU8qqxgQlQIrYJOSjhEsnQRown2PAO8Y8kqosASwBKFiMKV2yEuvzb4AlwO1p/rdpRGFlc4DVBE4npwyQS2UZLXXsg4MgAfjqW94DB/URowL8AA3QGJi4R6FMgZVFW6GKGxQybBiHMGriQOE62B9Es8KgIWihs8dd1P+gKErj/7QlVoAMOAK7nk7/Q8wJTiKglAJRQ3zXPAKMIWyKp73QCvKgFpyE0S1BfyKg7Kj9CHJPZD56ulbLzjAAmIxlwtzOAHIAsY8h4JWUhAJXAlQKeezLU2CVP+YXICIZ4a5ArhiPqBSJAaUgpTj5gfQBHAyP5hDPFu4DSqeGrCUMpJc6GgLqHVv9N87IOXeeCcxf37nWy84lAKYMX/oL/0BZglWCVChBqOeQJViSsX1OI82GF9UoOW/8giUR6A8AuUR+KeNAD/SAVckXCf4kasfw/qxS065fgDzg1g/gCljf3xsxOrrzlrT5Use3ygsC84P5keFH/HBkMjZ1MNJa6xvsIZz9TYxNu4uhYrxtMmS5KzglPyHOhgDG67aefjwod252241J2rt6LFKq6s/Z213bltvf5+Xnzpz2o/19PZYOo2iaNVByYkTJxyscD5g6PLly1ZXd9ZGRkZsbW3NMpmM9ff3O9g6duyYg63r169bQ0ODbwORpqamHPSorK+vz0iAsNOnT3u7tMUqWaiQFhYW7PqNG3am7qxDttvtd+zq9etWXXPCjlRUWkdnt2WyKMKov+59aL9zx2pra73N5uZmB1fsc83h4WFXYk1OT1nTtat+/4crjhjtZlaztri8ZM23blpF5VE7VnXcy5eInbSadbBx5swZI124cMHq6+uN+2SfdjHOcbfEGJXBK8M0fGbB+IuNYs7j/MrKSgcoZ8+e9e1du3b5/jLQLJ0pwKv7/fe9/smTJ426x49V2oXGenfp4voY5O4mFRn5sZEucABowg3t7JlTdvxopccKW15ccng1NjJiV5uuWG1Ntd1ua/XPl88RUHTkyBE7c+a0zwegD3CysbHBFTqodHA9JD5UDFW45kpq2QYHB6yp6YrPGQLQE1fqfn+vAypBHqAYAerb22/b8PCgzc/P2oMH/Q4229vv2MzMtMc46+i4Z/v3P2vV1dX+uYyNjdnkwwkHToCpVGrRFhbmXFXY2dlhXd1dNjE+ZksLc14H97z0SsqhIeN/9GiFtwOwcte9JLbUwvxsIb6UyukrYA0otQjgmps15tOFSxdt37P7rKur44l74nNhPHS+xoZcxwTTQlnagdXyMsHaVxz87t+/327dbLb08qJlXU1WPJc2GGPBItogMLvgFTnHqEPS9QVx1AdyYN3VpsseR497p67qlc4jtUeuOmyrH3Eet1N6Xul+3JaO6dqAqxhaAa+ActSLnyvq6xkk57jAk47pOuQc+6xyPcPKaQ+Iw76uwX68XQp/HPokUEuARnXULjnvaYEbjqtM7w+O6TxyynnH+/FEWSVlUwEUJS59mxGooh3O07lqS+W0R5n6Qj1W4mOfdvm+E5jSdnzd0jId8/IEhHEN9Z95T+/1AAAgAElEQVTvQfVFfVD/9P2pcvoBsHp+M+/pEa6Syfk6R7nO5biuRZnKqRdvU499fUfrGLmS6rD/cwVXr77+riurgAxALFaEQyHwxo/ed5iEkQ3wcaVHoq6SykowS+471EOVopg/GPGoDIBQpSlWWglaAawoZ59cMbDY/uGb73u7UlwBE6S8ig1/KVUw/IFoglb0UWorjHoMVoxYGcEYusR1YnUzoNX/8IvdDnqAVp4SlzwpnQSGyAWrUFaRBJMElthnm3OlvgJWSYElF0KgFnBLdclJupaurTJdl3K2yXHNAlShFNP1AGcEjAdeqR5wi+uhggIkAK8ABsAHxgKjHmUVblvAKlRSwIWOsd9wxQxxf1DasMIabeA6ePxy2mEFAAvIBUQBgsr1iQDlKLcAGoAO4l/t9D+ACXMYQMXck+oKAAW8wv3PVVd/+YorqwSuBK1QW+EmCLgCdAG+UG8FcBXmMMBK0BWFFfPW524CrigDXFEmQFx4BqO4Vq6wioKuA3diYPWPAVOqI7ilfQBRDIkARDw7wF5UiriWMneYM8wl5gVB2knMIWJHoeIEVl3ueORupQBMV15lf9/L5Z4KHGesiRkVO829/8HHPv7MTeYoMIo+sA2g0j5lpYk69Fnn0Qbjw2eBm3T5rzwC5REoj0B5BP7pI8APcoCV/1c7imXFj1xiYeiHMLm29UOYnHrEVyJgNEHXr165YksLiw6jpJ6ins7nB/fSwoJdunDRzp2ts9GhEVdbPd565LkDr8gwcSNhgyXI87axsWHTszMOrKpqqm1gaNDWcusOblYyaVcbHa+uclUWbnm4/KEsAjqglOJ8QNHAwIDV1p6wO3fuWiaDK13OFUGArdMOA446xBofH3dAAOjAEEfxVVdX5wquAJxy9uDBoFVX17gKK51ZtdW1nGVX16y17Y5VVFbavc4Oo2/pbMYWl5ft7r1OB1e3Wm7bSjpjq7jara/Zvc57duRohQM2oBfXW1pastu326yiosIBGqovINXUzLRdbrpiR48dtd6+PltJZ41rc83jVdXW2dNlKYz+9VUbHh2x6upau3Tpik1OTtvi4rJDuNu3bzvQASLx2XmMsEK8nGAQY3DJCNzYCAYuMcampyatpqbG4QvwDuUVrmtdXZ12+PAhO3P6dEFxhZpsbGTU6wLgGFM+i7a2Vjt29IirZAAjGN9SpZCjAsOglpEugEFcNCBTTfVx279vn7W1tFpqadlWllM28OCBNdQ32IH9B+zo0aP+GZ+tq7fr15uNfP+Bg1ZRUWlnztRZVVWN1Z+r91UviQl16OABu3f3jkMagQvc+lpaW+xQxRFX9F28dMnONdTZ4YpDVlF5xNrutNrcwqzNzk47oDp06Dl79tm91tx8zVpbb9rhwwftK195yj/X7t5eu9lyy4EjcG/37t3+uR4/ftzq68/Z5OSELS8veKD1S5cuWkXFUT9+8OAhq6o6bj3dnQ6viO+VWl5yt1MByKGhIQ+EPjY67PGdTp2sLSyAEOov+n2hBHv4cNxaWm7aufpzdvLMaQerzx0+ZLv37LZurpGsVAiwQfmFcutu+21vt+XWDRsdGbRUslKhg6TEtZHPENfD+/cfWEdHh/X29jpw5T4BVyuAK1RkiWIL10tUURPjIx7rbnF+1l0xs6llI2WWlxxiAW74PPxaybmAKn1GglcANOYG0CqGaZyvOeRzLFJPaX5RR9cp1EmgEu3retShH1zb3RYj2OXnJ3XZph3qadvBFdeR4qrEjVXXjSGStoFApYlj3vYaz00YI9pQPZ3L88u29uNtr5srugrHdanHPnUK7wDfD2W8l/V+4Li/pyNoJAAj6KLjOo9z8wCm5FzcnIFE6/QXEJbALIdYCeCK21R76hsrFzIezKm52WmfA9wD16EubeMGKFdAvvcEsgSndIzysE39VT+X95/u0+87gXWl/aCPfCeqnNzvNQFurrQixhdqq411e7xVBEt+TlIPyMU+sRV137TLdvz9q+9gvl/j49r3449KYlQ+/jmCK2KxfP8H77hhjlsXfx99/Im98db7Dq5wbSpAq8glCcNSbkoAIcEhjHrBKtxgSmNZlQZhB1SVQivFuVJd2qAeIA2ABQQQtJJKpdTwl9IKQz9WqdBvoBUGK9BKLoIYtCg9MLr3nJqzf/alrgCtni4qrYBAJEEjwaQYXAkkkcfH2RbQUhtAJMCRFFdALLZJv/DciP2bPUGlpeuRK9GGrksZ+//jv+v19nC1Ijg2cYWAV5Tr+oJXtI3y6l98uduBFuAJVy2AA+6BBMJmTBgj9oldhXsX0AHlDIo03LoYL8aN4yiuaKfy4opvE0drbOl33VWOWFfEjwJiAURQ46CoAYrwme70P8AbqkQgriuu/izAJ7Y/S3VVCq4U34o2cBMkTlusFIzBleavq64SAMtc3tZVMAJXMaiK3eiAV6UgKt4HSCkBdEjaJ2efuUBiXigJAjEngJqo8ABRxLkCVgGvmCfMK55D/lDgvfX2Bz4vGKPv/PVrnoDd777/0T/oNvfJJ3/vsaCAdPQNeEpiHtIPEiowEkCNcnLKybkHxvf3//Pf2Evfe9M+Lq/at9Mfv3L/yiNQHoEdPAKPHgVXQcGlGFbxQ1j7yh1eRaosDACMm7GxEWtoOOeKl4X5edvaxO0PsBXglp/noGvTFhcWrenyFTt7+oyNDA17wHHcA6kfXAuL/8UOP+YDuAIWAW3qGxrsXH29Tc/O2nouZ2vr65bL521mbs4azp+302fP2vj4hK2uEjB8zrdxbcN1kDQ0NOwA4+bNFgdXuRxQLO8ABphRW1Njw0NDHpcJNRSxnFBTTc9M29DwkC0tL4drbmza2NiEVRw95nAktZKxtfW8TU7PWu2JU3auvsFw19vI523N+wk0G3Zw1XzzlsMm+j43P2+1J09Y7YkTtrCw6HCNvudyGzY3N2/19Q0OMoACWWJbra/ZxOSkj0PduQYbHBqx/vsDVlN70u7e67AVXPnW1iyVTlvj+QtWVVVtU1PTtrq6btksLpRrDsZwgcS17+7d9gCK3EAOhinxtHDrJJ6XcsowDm8237CDBw+6Sg1VG5BtZSVtgD/UTXV159wFFBdBgSvcCAcGBy2TzXrcL9RulZVH7fKlS7a4SFyyAK4cCiSqEwxPrucGeuJKxTYwhgDczx04YLdb29wdEZfEbBaXz0lD1bV371670dxsM7Nzlkql7eHklI/jU099xcdjYHDIFheXbGF+znq6Ou25A/vt9KmTNjc7465cqJJwAT106JDVNzbYw6lJW1xatNm5mQAZKw5bRWWF9d/v8zaInQYQeu65A66oOn680q5fv2rNN5vtRvMNGx0fs96+Xmu62mQHDhzw8WP8cUft6+s1Yqmhyjp79oy71127dt3VcK2trX4vxA1z5dUiq+Yt+rwAOqIkQ0VIDLX+vl5DEbZn9y6/n/7+3iRm25ItLy/Z0NCgq87oY+2JWn9WTpw8abt277a9+/ZZb0+316Mu/SH+FYH2a2urre7sGY9ZVV193AYHHrhLIQANRRox4Hp7WZihzgBxqPno1549exzQoX5z1dYSAG3JlhYXXI124Xyjq+MYq8aGel+ZMrW0aCvUW1xw2MXnLTgliBSgWnA75PpjoyOusLt2tclaW27Z6MhQAXRpPtGOtgWJVCYwheIPJRSrfwISx8fHHMiigOM6KN1I1HO30ERBRjvEfHMX2gz9XQmx5DKpwrymfoY+cA3qbwNl4zLmfgyh4n0ACseI08d1eUZDzLiwzX6IQRfq0S7PF+eR2Od82vTzkzY8lmBSzrFwHBgGxCrCM9VTP2hLgEiQJkCX8B6nHuUCKxzTuYXzIrik+gJKUjtxPknne738hq2trtrM9JS13LppVy5fsvPnG+x8Y4N1dNz1z4v+ekrgGNfkHzXkugawim3aJOcajBku5MDcEC8xAV8JDKQu9bydEpUXgIlyEnVI9F3gSjnl9KV4X+Gdy+cZPrMQg8v/sZRAsRhkeZuJqkrlgls69vyjTfsqqmr+MUXdrZ8TuEJZhRsTLoE/fPO9ws+i1954LwRjf+l1NzYBVKitcNkB/Lh7IMqrxHVQaisMcgxRgBUKFYJcx/GqgE9SVAErSDpeekzQSrmrtV4Nqi3KgFcY/ShRYmjlLlWJm5WglZRW9BtjFyMeQxx1BkYsSg2MW1zlnju36EorQBAqK6CPFFcCUQJJ2lcuWEUOpFK5cs5THQEoqa+kvAJkocQiBhY5yinqeH+2gVUqp4+AKNyyCGoNvCIRIBtI5eqrZAVE4l6RtOrgv/w/e3z76MWUgwYCthPzCtdAwAAGP/DKYxc9+DVXpAEFqAPskhoLpRpKKtzCuG7VlYwH6QYOMh+I4wO4QkmD+yFxtDiHz5E5uNP/gLy4NtJfAK1cBolZheIKgAXoZfVAngMALjAGlRnz9f9l777/Ljmu+87/NZv8w/7kTT+tZcvLFZExgwEwM5g8g8kBk4HB5IjJOc+T8wSAImU5rLxryZKDbEqyRJG0RCtRzEHMUbWv96k+dwqXA5KyCIqEn+f1qld1V1dXV9et7nvP5/meU+qom7GttGO+9qdWXZXPFujTg1ZNTDnPo8RNUPph4KpVXtkGthJoJaRKaNWCq35o5XnJ1A+uuPxFnKubv9ZT5ol55vP2uf8k/8BEY+zd5D5CcfXBD4cCzPykBJPyOXePQDeVnPmWLqw/yT7NtjU7ArMjMDsC/62NQPz3ti9wK8iUKYFWb79zKYwf0v4DzJC4Ox2qEy5UmzauD7fB/MEe7XfKrPxxfuP69bJp06ZwieOClz+4/XdZndyXz8xUo2NmqqqlElytWrm6XL9+s0xNgk53y8TkdLl9Z6hs3rK1zF/wUjlz9nyUcce7MzBULly8XE6dOlPeeIPb17byzDNzyo4du8rIyFiZnATfpsPFcf3adeXlFStr7K2pmVjxT4Dx6anpAEaUUzdv3wyAdu36zbJ334Ey97nny5ZXtpWBweFw/wOR9OG11/YGLIr+TTCEJuP6VD+7d78WEAk0A78WLHipbNy4udcfgGl8nBJsvLz22utl7tzny/79B+McZdKZM+fK8hWryoqVL0d69TUqLvGkJsrY+GS5fOVamT9/YVm7dk2ot4AdCWySU8XMmzcv1GVDw8MB+oDAqcmpMj0xVaYna+B4Kx5OjE0EhLp+9VpZsnhJKK4orbQlnpH+XLp0JdRdy5fX8QOujB011C0qstGRMjA0GDHIgKNnnn2urFm7vtwZGI6YWRUAVNUIozn3gQYJeMj06u6dZc6cORGXbFiA9tHRMjI6GnGjEuiASSPD4i1Z+W4kYi6BKWKIgW3KxkbGypVLl8vilxZFClXb6GjANG6gwBWFnvFyDfcKtG19ZWsAJrHTwEVglJqMOg40A6Qo5gA9rnPOGRocDBhlzMG1VPLpi7hQrk3RR0lFleZ6QBxF37x5L5bTp8+GYg6Ic5yL6kNwxcXwdu/+n312TriyDgxwDaxta1f9AwcOlCtXrpbrN26Vc+culuUrXi5PP/1sOXTwYO3n0HA5f/5CuK1S1nEL9VlT6XH9AyEBYf0G/8QtAyz1R9tibsmVUVw5D5A1HpKxcWzz5i1Rj+uudn1ul0N5difAGHUWqGQeJFySJ7iiiDt+7GhcF4Bzf2AoBd3xY0fCtVKMrpwz2Zb22rKASqMUjrcL2Ldu/dpQoy1bsTzyTVs2x7PiMzTGQOHrr79Wdu3aEcDe+eaSz+/kyVPlyJGj5cKF86EuA6oqrBoutwdulTPnz5SDRw6Ug4f2h/ptRGB687pzJQQr8pwERzn/E7gldLKIg+crFnYApSkvB8VLG41nNRZFAIHBqEwduAJnqIrEhsvntK5uWuFWgqvpaVAK5Bop01OAF4j1cDVD8EZ/AiI1kKaFOglwvM+BGteN1IGj/nOzfn6H5Hn5XZWKqLpYxt1y9er1UKRSdJp35htX3LnPPRdwndJWn7O9vF5/vx3Pa6kDrpuTYg2a6xkPMfsf0Ku55/zuco95rcyVSQms5FRXeU3n2qZcpewVH84zOGEFRwrk5rs2vhe76+b3qzJtPPwH0cPYV2/du1ukD0j378X234mrYLoC/vmnvlS+161ixTi3chaDkKqpdUtiIINVvfTrH+2psRilzpEAKyniWnVxqkCqhFYJqeTvBK5aUNW6GIbbIYAl5tXHPxXgKg1/KooEV6CV1PY/oRWVD5jC0GV4U4oAMwKNp3sdEMSVLqFVgqZ3glLglGP9KaFVf571st2e+uqFGu8qVyFMgGWFQJAq4Vduy7X9937xWKx+KCZVBrqmduGuR930D1+8FHXALfVBq1R1AWPuG+AS8wpooLgSowqIADhALGPEtUv8Ku6C3LoobLj+WUXOMXBr0/574TJIebVy12TUNeYgKaADzGQsJLAQ6OB2973vf/9n/ve+/oNP3Mv0GbwCokArQET6yH/+dO9e3TNXQWXq5Lm5Kqb5ajwyhdKqcwlMWAVYmcc5lwHYNiW8yphW4FVCqQRT1FW2+5NyQCfhVIIrQFfq31eWaqt8frjkeZ7AX+6kPk9xroBJ82T/uV+NQOue13fjj5KPaupPPvnFgIbgIbD44Y8AitV9888++aVYKODduP5sm7MjMDsCsyPw3/IIJJjyo7dN+YNY3v4gzlhYfkhzMcx9RubevXvK+nVrwq2JYejHdLajDfsMCK5NDAIBvRkE2kloldeT54/96UluJVaAmi6Ck2/YuLG8vGpNuXbtRgF+gCcueoNDI2X7jl0RR+rU6bNRdvHSlbJx05aybNmKsmrV6nCZW716bZk374VQSQEuoBdYI1ZSgKuVqyLod8CyicmeEQi6cP1bu35dBLTetn1HGP3PzXuhbN22oweuuAMCV4cOHekUTuJYTYdL4vHjb5Tnn3+x7Ny5u6f2AqBefHFB9G14mOEKWlF5Vdh14MChMnfuvABYjlXVVIVaO3buLo89/mRZ+NLicuny1QBnoJV07vzF8vwLL4ZRBxi00ApwAiS41AEHgEyoy8TcovaSrHI4ORVjb1u5mGQLFyyIzy/bBFj09/Llq+GCl+AqVFDcIUfHyrXrNyKu19btO8rWbdvL0mXLyy+9//Gydt2GcvPWnehbGuhpsMsZl2mwAw6ZuPUBQIzUgFYjVDAjAYNAIYCG4Wl+SY5xYQO7gCsQIsqHhiPm2tLFS8pLCxaWy5cuRXvUY8uXLw9AB0gZn/62BB4HtxIynT9/PvoEygBOeV258yUQTN/Mf+eBWlJCHdeVABLl6ojRBrSCrnfuaAe4uh4xw3x+7tP5Ccj0iaoLmHSfErikTIwzbQ4MDsXzcuv2QHll644AV9xqtaO/+s9gF3w/y8wXY25c9NH9WDjAeFNaOa6uctcE9YArqjH7+qevoALIBIb57JyjLni1n7smJVPAoOqml+AKeEpw5f1y8cLZUIRpS7vcgy3EIEA7d0mqKQovoMt5zsk2El7JM+4XhR3114qVy8ure14rr72+p6zbsL7MnfdcfAbGxEqQ+vrCC/PK3LnPRlwzfXVv3GbBO7AT2HIfCaEuX71Utm5/pSxfuSzcTRe8NL8sXvRS4Z4p9ph6oJW2bIdKqol/9YPPhiDtY2VsFOCtCyX4vMXG27VzV3xuFSwnqAZdB8vFi+djFdbTp0/GPxsmxqoqEgCzyMHI0FCs0DkJbo+OlsFO4UfdRclVk+sOhyIL4PGMJgRKqGI/oY06CYuUSQnSeiqnRrHkvZ/naK8/RRszdYVX70LvUs+IeHHea5Jn0SIcIKr3mtiDeW152+fsm+tm/31PiXsohp/3ozmaruZWYjXHfU53mwDrzvU9px3XyO+v3Hede1OTEd/qrYxzdbcCK/XNRUpf/TaHQDjXSjUYgGX7bgfYXM/3JFiV1839BFjqvEk53cEr8bVs/9TB1Xe+871wERTbJVe0+urXvlW+9vVvhxKKgU3JEMZyp65K10CGsmOhZPr1uoR8C60SWCWUSnVVq7DKsv469iWwKtrpVFY9kPWpL4eiCxgDscCAdKti/LfAKvtOiaLPjPmAVl1cHEY4Q5trE5VQQitgB+AJcNXBogRGCZx+ErnraCfhVcahCnfBFy724l+lGgvMApec55xUdemndqwSCFpxE0x4JefiB2JRk6kruT/nZNB21wa/KLHWvj4Trl7AVboGGiuQicqK+x83MIALgJKou9a8Nh1lFFgJr+auGShcBrmOcdMCQii4xMcCN7JNypg/+fMv/sz/9q8xlmqwdvAq3f6AkoRXcsosaqsIzP6JuqIgqJWgi9qKUtDcNW9zDreugQmrWnDlufMcms+psrKd7q8BrTpwBUqZ78CUPF0DszyPPQpO+bwlxx613Q+vqJqAqwzQbkVAnzkXwUMX/mnMEa6Ws3+zIzA7ArMjMDsC760R8IP3wf0Kler2w5gbCZGyPNwF37zfg1Wg1Ztv3o//BjO6zp07U7Zs2VSoYazk5oe6NqKd7r/t4s8wZLm/MSpmZt7+X+L8we1azvOD3qqCYlwxQG4P3ClbXnmlrFmzLmI2JbianJopt+8Mlg0bN4f6iNqI69627TvLvOdfDIUT0HX79kDEpRLjSOwjoKinuLp5K4LGc2G8deNmQBvgRmLEgVYCn1NgvHHqZLly9Vo5cPBwWbBwUYAryi7A6NDho+E+SCkFjM3M3AvABkSBD8AVtZdrg2Znz54vCxcuKmvXro/+McacJweE9u07EOccPHg49pW5b4qzl19eU15atKQsXrq8UFwZAyoz/Th77kKZv4Diam0Y9Qy6Cpm4TU6EcgREsdoisKPMGE9OVGgFVs20qrPJqVjJb+GChaEMAiPGxqySVsGV8RVPqweuhgSgHotVJJcuXVHmPT+/rF6zvuzY+Woo456d81zEnqJcCxfIDkyl2iONdQZdmxjNArQ/8/TTseoi0KIPEigDpAA6DFn3lQBJQHawScB2oMExxjrF1UvzF5bFCxcFsAH4wCoub4LjgzTqM1a1ZRskAIIopAAC5Yxlhq5zAB1lzslz5aCtdn0mFDoM4v6kHc8IcCSA/FNPPV2eeuqZcuLEyTIwoL3hAFcAkuuprw3tgzdWwgSBKDeUg2AgsbKqfrpdKLHuDA4HNKQWfHbO3DCUfabOkTtP0qYcFHLPVFggjnsDtrRLhXXzxs3evagPolC4uRd1tbt3795wTzXntCH5zKiwuK1aqRPIAXAiHlYHqxI4iY3lHcL18LVXd5bn5s6JOHbuvY73YNnyyuaIQ/bGqRNlZPTt8bDaeWTbXAK2AJ3ly5eWZUsXlzNnT8diB0D1xcuXIg4YGFlX9xyKz23jxvUBrk6csBBEnRfGiVIGHOW2lv3narh12ytl8dJFZf/BfeXytUvl5Kk3CrfLxYtBTrCU6rC6KgbEaua85yCfiYS6+g5qiHkn7p8FG1avXVO27dhe1qxdE3HV9u7bF0pA7xHz5sCBg+FKunLl8rJo0YKybNnScNUGpO/cul32791XNm3YVA4dOFyuX7lejh05XjZv3ByLaOzd83rErQOyTp48His3es+Dh/oX4KqDVfHOjn9STARkSQiVgCihlXs2NhmXzL0F3Onc7Gz77gFfWggUAGdaoPWZ+A5YsmRZrJTq+edO7j0meS7NwwDykxWwJURK0NYCtoRNcn1xrufV81/bBo7uxTvaPxOuXL4Y961+npv9bPcfHp8McEVtlQHa897cq76Mjo7Ec+u5BtoruKoujeJsZfv5jx7nG6Mcp/y+zTy+u8GrDljJqa5+6uDqs5//asSMaoMSf+ZzXw0XGm5NDOg0nBNYpcGcLoJyBjdFSYKkRymtElK1SqvcfhS4SmjVa6tTWCUQ44oIlKVLIuULdYo+t+BK/xj1qbRigIfr0AeriyDFEHWI2Ezc5YAcUCiBVT9YcvwnmbJ9bSa8AqPAo9ZdkPsgeCXZpr5SP9VW3BnFs+K2J8i6YNiCX4NWlFBySizqq+U7JkJtBdKBV9pJ10H9EfOKykt94ErsIJAJqDBe6UYI9lHUcEvk7ifWlWtzD1z96nT0hdKL6krcK30QF+vC4L+KRJ3lPO1pCxD7j7//5wVQ/Vn/s8KleFWCq4fyqltpEOwFp+TURVwEE1zZT/dC56WbYA9cdXPXPDaH5fn8ZR7QqokzB1ZJAJY53oNW3XaqqRJcAVVtUp7QKnPPiM86YVWbtxBLnVZx5blKcGW+gJtWpeQi6HMHKLmJzv7NjsDsCMyOwOwIvLdGoP5wTmVUXTY7/4Prx6/thEmx34GrhFbydGNgqHG1sSz93tdfi6DfjMIEEIxNrj2CTws6ztC8d0/798sH3noQoEp/8rpyP9Tv352J+FfTU1NlYHCgbNnySgCS8+cv9kAOxRUXPav27dhR40dRkwBcYj+BKumyd+7chVAGbd26PeCRcyfGJyOo/IZ168vypctCcSXeVqqOhoeGY/U1KxqKdzQ1M12mpqubH3UVVRdXQW0BRmDSunUbyq1bd6oirFNQHT16PCCU+FoMSi6K165eL8uXrShLlywLt0FgKhNXxs2bXwmXP/12ThqiXB6px1zv1Vf3RFwt7oTg1cTkVBh1IBI1DAMMqGGAMepArD179kSsJUCnBpuvsbwcd9/u35jbpshg4N68fqNQJ704v4KhcKGj/BifDFdBLo8rVqwqt2/eDiWIcVu/bl154slnyp7XD5SBwZEyNDxezl+8XObOe76sXLW6+JzE9EqokMa5XMpy88g2iMFoBqEAjxZOcb8Dbtwz+OR+QRN1KBjArlRcjVr1cHQ0YBxXwSWLFveMVDBIG4CFdpyfAEp7jEpQBoBi4BqHBFfADmPX/HZOm6iSuBOCTqF8asCVvot7xc0PUOQiqA+PP/FkmTN3XqHWGxzg0laVWJRGIJg2gSYpwZWxAddcWxm3vDlz5sZqivbvAFcDjgHBW8szzzzbA1e1nVlutJ8AACAASURBVNvl0qXLsejA+vUbyqpVLwcke9/73hdB743J4NBgBK8XI2vrtm0BCgbuVIA2MHAnAKExMs+MGXdBMEtweooS6iQrIwKN4do1d24AES57YJDP2fsDXErAFPGjhofK9etXI7D+4489FueDfLt27S47d+0qS5ctKXOee7Ycf+N4xJPSjvMzjznUuei5DlBmNUjB9Pe+vqd+zmDo+Fi5cfNGWblqZfSvzoOqXNqxw+f0dDlxol4DwDUHjDlVmsUHvA/Fszp79kx5cf4LZcvWzWVweKCMjHlPjJYDB/eXuc/NiVhiueJgQKvGLVZf9T2fhXyXxjPRgasjx46WhS+9VA4dqYsyAFnrN2wo4ugB4AD5kSPH4rn03hW76/iJY0XctGVLlpZbN26VWzdvle1bt5d5c+eV5597oWzdsq3s2L4zXGIXzl9QnnryqbJxw8by+p49RWyy1S+vCtXZopcWFosCgC4JgYCa3AdkWlVVPM/jY6Fcs8KmhTO2bN5YxCezMq3jznVewp/MEzoF5Jm2EutwOX78RHnuuefL6tVrIo6fZwqwknNDB0vjfTZZY3uJjydeGXc/caRsi2lmbtS4ft7J9VhVb1UIJjaimIN3794Pl3MxDN84caJMhQot+1zdL3sgjyvkZIVN8pmpyXJ3YiJcBB+6ClJncc+uMQVdxz90PPtAo9haVFaZwjV/psbPSuglzxSgSkyrN+tqvvFdKgD83Zny4O50ecuxn7biiqrqM5//SvnEn38hfj2JdfWlL38jgqSDRYxqKg/Gc7gFpuKqM5oZ0iAWUARyJbSKQOxNHKoEVhl8XZ7AKrezTuaprAKp+pP2W2iV8AogaPus74x87lQMe+5RDPBUhTC4qX7AEjGZMo4ViJPbXAQTJsl/XGAF/vy4ddVTX/t5Xu5zHcxVB+W5na6DgqynSgrAAqSAK8BKoroCkrYefjOgUcIrSqkN++4V6q1UmDmfkss19QXE4zYJLFGpcQOz2iLoATyBTqmUAiaorbiDUVpxDXxu7UCsMGibegvMosYCzo5d+ecBNOQJNbI9n9kXvvSzv7qb2Ei/99EKrkCoiHXVuQ2CVvYBLKorc/Njf/yZAFmOAV3calNx1XMR7MCVuZvJc2ZMElglOE6lVYIr0CrAVbeaYOsqmKqqhFTyR6UWXLWw6lHbnp8WWpkfCa7SfdT8ACUln++18d+MRR/eW+ba7N3MjsDsCMyOwOwI3BUQXRD1+37oVnDlx2+mhEgJr6K8cxGktkpwJWegUEOcPXMqVn6jijl8SMybE+FSI3j11q1bysED+yLAtjZTWQVcJbxyzfwhHj/O7wrsW90M/cd/x/YdEeB8y5at5dixE2FIAEIgzvr1GwPYTE/OlLGR8bJ9647y0oJFZc+eveXixcuhbgKsxH4CtcS9ArW4X1EwKVu6dHk5dfJ0uXPrVihyKK5GhkfK9p07ypLlS8tRwbQHgIKBUHLNmfNcrFTH5c+qfTdv3g63PxCH6koMlhsRT+hCKKS4fXFvGRITa3gkYkC9umt3eWHe82Xbth1RV38oa6xamG6E9gEtx9wP1Zj+M05dc8OGzRF4nDGdkIXSBijZssWqglUlw8BOFy/wA8hgpDHwqBPGuecJxtxbkWy8B67GRkbL9q0UOs8GhAj4IobTwFDZt/9gefqZOQHQxE8Cs+Tr1m8M8HL02IlwTxOH69DR4+WxJ58KY/rGjdsxvgx0BjnDLw1YeQKrNOoZrNu2vRKxpCiIQCX3JFExAVepkAGuACTHDh08VOY+O6cYa26hxt65DFwqKeckcAKRuOxQE4FUDGBjmjAKYBLLioIIlJG4q1XgtCjaaYGV81xLfCR1uAq6RqqbHKeQ0iaj9eTJMzEfzVkqNnHUzIUBroIDw3FuuqUBV66lrQR31EvcA5Uz5MEnqi0raYJV5m4Nwn47YJn75CqY9+heqPm41HKztSqlZ+Oxx56IffHMKJJ2vrqr/NJj749n49btW9EH/ZCApCeeeCqeAc/FwMBQ8ezpB+hKSQg8UmRRKhlLEATgBhIk4CrhTcCrkeEyLJ4UV8mXV5XHn3ginldqRf0DMMxp7l3AW4x7B7+yPbBKbKmAYxHbaiBi7lGT+Qzy83Su+WScKWBSwWeMqPYsUPDGiTcCjop9NzYxXkCkFxfML3v2vh6x3KzuefDwofL0s8+U5StXln0H9kfaf/BArAz6zJxny979+4o4bQnp2vu17RmI52DCHH/oUjg+XuOuGTef3+7dr4YaCKgyb4B9q41yxQWIvRtv3aaS9JxPF6qhZ5+dW7w7vVe8o3zm3k/eW94pVKsnT50p3KHNwT179kXb3pXeQdSAVLb6FYCqcwOMAPAdtLJSoHeJ43JurhR3ntMjh4+Uo4ePlOVLloWyy4q0UxMPXQt7sKo71/kgztDIYDl89FBZ9fLq8tTTz8Z9cAXfsGFTfA+AoZ5pKkHvNu8442RuANfmN2APpHKt9Z70LvP+8x70uR89eizuUQxC42PcjAm1rDEC+k6fPBnu04O3B8qtmzfLhQtn4/vuzp1bcb9gv1VPAf9rl6+U0aHBMjMxXu4CWq41OlGGB0fKtSvXy7kz58q5MxfLa6/uK/NfXFQOHjga1w0VLCXs5GS8QzzP+gcwC0wP7Pme9L0p5Xe3vP3Hk21lINZPTXH1139dwhWQ+kES4JghLlgxqMToZjAzngNQiWnVrVqWhrRjoJZYMuASgBRqqMatD4hKSAWSgWVf/fq3QuVFZZXHEljZt92CK0AsoVjGtkqXxIRW3LEc028GfvY5oRXwwigXhweskgRuFpuJIgioSYVVQKtu5UAwx7HMfxSMApwy/ai6eTxd/Vpw5Zh9CUwCmFpwZTsVWHL1U23lfqQWXgFXgFYmCiwufkDWL7x4qcKr99VA9JRc4BVwxYWQmgrkAErEAQNKKLAAJwqrhFfAhDZdA6AS5P3plbfK48tuBMTihgliuabVB7mQUeOAVxJARnXlWuDkz8NfPisAFHfBAFYdvLJPBfgHH/9UqBEBLAotZbmaYK6GGTHZ/u0f9dSCCa3e9vw1KquEVnKfx9uUVsBVl8DadA00rqmWkr8TuHoUpMqyVoX1TuDKswVwiovm8zQvzBNugwMz//bnQk338zD3Zvs4OwKzIzA7Aj9LIwBYUT1x2bPd+3Hb/QhOsNT7UdwHrTLOFXBl23+E/cf81s3r5dzZ0+XY0cOhKDh06EARz8Xqg4yxbDeBlevazuu3P75Bq3t3qzuGQN/bt+0IQLJ48dIwVBgr69dtKFRMDCruHHen7pWJscly/uyFsnH9pjBugR3qJUYZcLRy5cuhigKcwCVGvVX6GECbN20pu3fuCjeycBecmi4XLl4s6zesD1ccK8VxNWTEMMLBLsYzuAAkUUdRXCnXP4a/fYa7Mtd+7dU9ofZh3Ny4dj3cckAL6i1GoT5STOmz/qVxqf9glmPAXXUdo6p5pcyb93woUBhpDJtU8VDuiG9E/SJGD2OcmxuVUMCqLjYMo22CGmFS0PoaXypWKbMq49h4uP6dOwtqVAWONhl96zdsKkuXrQgXyRfnLwy3RasdAlqv7dkbRq/jtqUVL68uz73wYqjPNm16pZw+dbqMd8qSVJUw1s2VTIxj0Ory5Yvh8vTkk08EXBKLhmEKUoELIAN3LVCEMQpAgBHgyJOPP1E2b9wUca0YyWBSnuM8agfngBPADzhBHSU2lWtQV6kDPiUcA2kSXFESUQ9pM8u1lTCE8o0bI6M6Xfx8ThKAQ6FEHXXz5p0AlACRzxoQNJ4tuKLsou5hhLuGpO+Mc/0Qc0mZtgFREMkcASgGB8G2CrW4+QFdDHljpf7OndU4Nwc9U2CpOQ3SAllgL4C0d//e8tgTj5f1G7vYWR20cl0g5emn5wQgMUcHBoZiTusHZSCYZTyNk/p1jGpMKhCnhVYBsoYHyzDoNDZart+8UQRPn/fCC7FIgXvyjOirOe+zivEfBL6qUs88CuVVA63MKQAPpASuzKWHfaHsuh6QMT9TfXQcuDIHqG7MIQsPDA4PBaQSE2v3a68W0EqyDVy9tHhRrFAJuOm7lURXrFpZTp45HeDK/E94K8/thLcJrTKAeyqCgMvnn59XnnzyqbJ27YZwKTXeoBVILN4fd2nKU3H3qK8AbwtEAJO56APg5T0F6otX531DQSp2oPcil2hjzOVZAnGWLFlali5dVICaAN2UVx2oyjyBFphl20p9xpubqbETo0tcrrlz5pSzZ86Wu1zDuzhRobxqVhzUpjZGxobK+YvnQ1XG5VisPPfmXiRgGAR2DWpS8wFs9jx7Nry3ACzvCO8ynz0IXsfUwhdn4h1t0QLv+VS5gn2+d8DXZUuWlXWr15StW14p58+eKwcP7C+rVq0Il9Pz58+GWmp4cDjmyIb160N5SlVmHoZqbHK8XLl8tby+Z19AxXVr15eXV60r819cHODq+LFT3Uq4D10fPaPe3/4R4X7ExPK+THjle9PY+b7O71jbvlfjuxXYmpn+6YEry80Lvv6pz36lCGr8jW9+J37/AE/cmQCpdFNKpQcI1LoHMqopRxIeAUcBrj5dV/1rodVnv/DV8rkvfK1841vfiWv91Ve+GZAsVVgJrJwTsa0Sfn2qxrjSrgRgUVul4sq1Bcp2bWCAciX7qL8Me0Y8I10A9gRW4iwxrLnTAU09WNXBm1RaOQYK/U1gVNbNc50vAVS5/ag8z3PMtvoBzd53IlRVGag9gVW6DMoFWH9yxc0AVu5JSngFJKXyyjZwlK6DoBR3wH+88Eq4B2bQdvCKkosai8sfJY15AEgAIfapaMSnkgMT3MJACrGMQDMrCj7z8u3y2NLr5X2LrpYnlt8MmCUGF8Al7pEEgEkJrnw2f/GpL/0s/R5/x754dqiqBFmXPA/2QasAV//pz2MVQXMzA7Mrfye1Vca2SmCVeSoe25hWCax60KpbHbCFVgmuKK4SWoFQ/eDKfqaEVO+Ut+6BnikpArN/qCqufH7cBT1fgvsDVuCm+eEaoPns3+wIzI7A7AjMjsB7awQAK+BKenC/xpXK/9TGf2c7gBU/fDtoBVJJFFdvvvUggJXtt3Lb8S4+VcIGOaMD3NJWnN/9mLbvR3ZcoynTxj0uDvfFOKn/VR4bGQlwxZgXBJ0hdenS1TDGudWJ/XTv3oMyM3W3pOrKf7PFB+JqRYnAQGM0iy0l2aZC8Z91xwU1P3/uQrl47nyooQRpl4Cb8+cYKAfLvr37yqlTp3tKLaqFGjybG8pMGHZXrlwLo50bHxDlWgMDQwGbwCerj4mlxRVP8l95xtfOXa8GENu9e091DxscjjYZkvrXGmhWmnM/DHYGKRULAAK6MLJTPcBAY+ww2Li3gTj+a89Qo0ZKtRUjj+JqbEK8GO46nQuLeFvdKoHUZ2AJw4lqAigRJwlY8ZlYKZDKSqyvoeGxcvXajYhpxb2G8kMcsqMnTpaDh49GjKvVq9dFez1lSecSyMBLtRVwYQ7dvAkw7ilr1rwc8Ae8oa4BGKilrFbJfQ5ooLoAIgAtq70tX7aszJv7XHnx+RfKzu07QgkB9BgXwI8yjetaGtSUDZQhc+dWGMXYdr+AhWtQc4AYAAlQ5bhg5Nz0GMMMzBoX6WFwdvWAMAoZbQEgrgEy+cwY1frC3ZUBvnHDpvLkk09HIHvjdvLEqXLz+s1wD1ywYH4Y3Fwg3T8IZAwEqgaiGOLuT/mJE2/EypXcqgBaK5bp2+HDh+J+GPmpLHPf3HFdF5g1tzwfjHZllH4XL16JOFAnT58KKDPnubkB94yFRN33MjXMU8+Uw+ZBpyB07ccffzJUMdoNuNQEvqfYTGjlMzcHQinl8xdLqgNXN27dLC+vWV2efuaZeJ48V2CNVRzBt0yeAYHFEwRFniv9de6CwJXPwOdmLCtAq3GrPCPmUUJKoEWffW7gKIgZ1+JKOjIUiqvnnp8Xwd2BLGnHrp0xRtRW3IzFzZIuXLoY+9Sbo2LFdffrnjOZ//lcAFYPE+VVVRma3+bi4sVLYmypgUB8rssjYxPlyNHjAY65NIPrADp1GkBPYeUdAkT5jKiyxNvz7kpwBX6B6Z5fzzKIk/W5kC5btiRiVXlfZPyqBEzp4pbH5KPjo+XSlcux0MYoReXUZCjUnnn22XLk6JFitUBgJ+EVKOM8SXuxPTNZpmYmy8lTpwPKeVaiv51LtmfYs2ROe8d5r5nXnm/g2LMG0Hr3eWZAazBfmXehMfWepUgDrny3+IcEYGv1V3EKqcUunb8Q/9yguLpy6VJZt25NeemlBfEPGvGpqPCshCvI/9JlSyOe2WSszDgRqmP/yPBce0YAxsOHjpXFi5YHuDpz+mK4sOs/8Oa9ziWWO6r+r127rqxfv65cu3qpN16+s6mv8rvb92p+nyfIevOn6Sr4R39qZbcv9FYRTOUVCET9Afqkaildk5QlxGJQU5lQOiVIApXCTfDTXw7VVOsGCEx9uYNVmYNZLbgKlRXo1cGqzPsVV64HYrXQihuWINf6ysjPQNUMd0Y7w5oxDVyBLpQfApVTM4XS6n0neoHYU/mUIKkfQD0KOj2q7G96Xnu93E7VFcWXawBU3ARBLNsgVpt+afG1cMsDqoCrgFid+koZ5RXXwQRYIJag7VYEDHj1j44GxAOtjI1YV8+vGwylFegASqSrJdAEXIldZBVB0CpjVwFRrsHV8P1LrkeiCHONeesGAmxZaY7qqgVX3DYBk58XcMXssJjBb//enxfqKeCK6o+iCqDKfUoryiuKrFZtFQHZ/01VWiW0EtsqgVWqG2NeN8HYfwBa/cvqCmu+Z0qlVboJ9oMon2eqrhJayfvr9e8nqPJMZcoycyMVV1agFDsOsDIvwKt/9zt/+t6y1GbvZnYEZkdgdgRmRyBGIKHV/fsP3uYqWKHRw3hToFLvx3AHqAJCAU4dtAqQRTnVD6EyLlYHviirfvkDb4bCyo/pTP0Ay/Wke3et9lRXaRofHS27d+0uAvICQeJWAVVij1BazUzfrfnU3XJv5n4vqSfNzMhnYhtgck5t4360EdBrRlD4uxEQPoOzx6qGk92Ke10MqGxTOxHgvWvPvngojitn9DD07DOubFfjr67aB4i5Dngl1hMQxYhUZ2a6BnZ3rnbHmxUH85ram5ysKggxUhJCyXObgQayMN4Y3oyhVFo5ZptxZ3XFySnugtU9KcCVY+N1VUGrDQrezrADRACTUCjp7/hkxNfijsRoZvCOjI1HsHjKKwHzBbTnujQ6MVkGhri83QxwqA9TXXybVJi0xntsd6uuCeh848a1cPHL4N7ZH/uAjESJ4n7BBsvMU3OcPX2mnD55qlw8fyFcBbktgQ8Mf6oqigZwSZDket7VMH4BMTAKnAL9GLtDnUrIeDImATD1wEH1GJn6ox1wAxC5c+d2qDwAtwRgGzduiGvqK/UaFQyDOV1EqZ6ef2F+qK62vrK9HDp4OOAjA1zcKmq61/e8Hv3fvGlzqEpAGKouMYmuxmp4t8rrr+8LCEdFMn9+hXvgGTADXIFxXKf02Zi88AIwNjcgB9Xg8uUrom9PPPFkAI+jx46Fy97mV7aUx558ooj/pv+gDsWLvr3//Y+HigccoYrivkexBV6BJEARaGfcuSpa1GF0ZDBcjtN1DtCRQKcRroKduok73hNPPRXtgcYgNrDgs3EPIITP8W3QqguCnkCdgs/cE2/JGICwqdYyv/ULoEo3Up+lz9E9pkLL3AOeuE6+vm9vAa7koNXo2Fi4BlJccTW+MzgQ/XcPlGMjoyOhyuIq6B5TbZi5eW+bitVzkWqr7Ld55flzr9ev3wjYSRHkMwaRPYOHjxwLcEXpaHwkAFwyZoBffU+NxmcCcClXRnGlDSBa/MDrN27G+8s7Byz0TABXgHIqq4CldBW03ZYDW+OTE+XO8FA5c+F8OXbyjXL0xPGAkE8983Q5fvKNMtEFeY/zulhXzgtg1QEsrsyUoW+cOhWLPoCq3pfer96VwJXPjetnvgONNbdAz4Uxy3eez7RXfv1GvAO9B80poNc/GfK9LQcFuYFfungp3tn5HTExPlZ27doRK10KuB8ukjMzZXxiory29/VQ13kPxRiMj5aDB/fHQiJcMS2oYaxHhifKq7v3lpcWLi1nz1yMd7756X7MTUqw/GeD95UA+1zvzY9wq+9WRkxYlXlCq/v3Z8pbP63g7F/+yjdCbQUU+WN4S9RO3JjAKZCqBVXpJsigBoYEk6YioXQCkBJaZZB1oIproJRwSs4VEbgCrVpFlvqhtGrAVaqsUmnlWpJruaYEYukH2KbfjH59zXg/DHOGt/g7qbYCrQ6c/9XyfzxztuceCAylq2CCK6AoAdKjwFSW/U0BVZ6XeSqx8lp5/dyXK0s1VMKrfnfBhFn/aP7lcMkDqQJeAVj774XqCsgCsCTQSlIPvNp94pcj8DuVlWtSXdnm7mfMEkoYRy6DVFZgFYAlgVcgFoUNWKFMm+DVLy64XEA14OofvnipWGWQ0ktgd/AqlVtcy0AZ8+bn6Q/A9eyAV8AUYAVSpbqKCivBVQZlT2iVQdjluZ2AOJRWjZtuAtmc3xnHisoKqAKp+oFVP4xq3f1aYNXWS1UVd8AWXClPSCXP7X7FlfnBDTcVV+YEBZZxmv2bHYHZEZgdgdkReO+NAPfAjHP14D5XvQcRCP3+3Xvl3szdCIwOKCXIyh/CWZbQSZ5uf22Zej2g9daDgFQffPNBkT701pvll998UH65cxFs28xt13NtyX/gBwdulx3btxXBtI8fPRaKKIaDvkp3pWnB3O+XvId7M/dCuZX/wY8f+NMzUT+AlKC73X6er1yZlNvUaZZET5UaWGTswD/QJ48HALIPlE3VxHVxOgCXZdwBMxCtBtkVtJeqgEueZdgF6w2VgZWwxHvpoNYU+DVV1QfVkKuwiQGWxpntem41dAX99Z//1pBMI1CuPFx4GJjaFhhZUGEGYhckmcFsW0r1RxjW3SpgrhHQjSIrwJb+1Hg8DGzGtiDDoJz+xQqC49UIpxpJFcnb2u6UJmnAy/VXykDWUdYFR2bggxFSttcz8keGw/jP+5BT4VQgUo9xJ2thRsRBGuGuBToNhjpCEOeBO7cDhDg31UFDYMRQTeZnJrGatAOcCCruHPuOXzh/LmLBXbp4vgN/1QUNLDlz5mw5fPhYGM5cBgcGhsId7tSps+X6NfFtboTbHncvxjX31Avnzofy4+SJN+K5OHbkaMQO4oJ5+2Z1mwPGgJgNG9ZHbKBXtm6P+EUUhps2bwlVCBh05drViOFGvbds2cry0sLFodQ5RhV27GhZvnJFWbX65XL8jRMBa9SnKpq/cEF57oXny7wXXyhrNqwvr+15PdRZ8+a9GC5sQAnQIs4X5QvwQxUD4D3/wgtl7do15fKlizFOObaZ18+qjt+wlQVHR8qly1fLqtVryuNPPlFemP9i9EsgdcqZbdu2BtwcHa3B3UEwbfgsYq50OUgGPIlzBgyAHRs3bgp31s1btpaFLy0uv/T+x0IlR32VEPKg1RTnPFs2btoYyqlzF87HqqPgHddJbmg+S1ATMHV/XAitTCo+1/Ub1wOqRqwiiqvRqiY8evRwOXuWu/FDV8F8BsznfK7qXB8NGE2JA9CAKuPjUxHbClhZvmJVuPkBI9zpqCJB8VqvQnKgGxjx/vDZrF0HUC0rNwCqMWrM8TI0PBxgh5LPHMp3jThpxmzFimU9xVUqorxDElrl+9C7k5rq6jWrIO4I92J92r5jV4yzGFpvnDxdJiarcivP9y6SvNfk8Q7wTpuaKseOvxHgyucB6EiuR23oswRF3R8YDySmm+adgYF4F7kXIBJsXrl8Vbl143YodS2aQaUL3AK+xixA3vhkqBAXLVparlwGoR6+g73XduzaUefKlavx7o6+jo2WXbtfLS+/bCVRgG8mFljYsGFjgG5zRD+mpus/NDx3K5av6i3Uwa2Xiy+F3OnTYjJe62JwHS2rVq0sBw/sjTmd4CpdBX1ntt+fsX+/fp++6zGuxLLisvflv/pG+fZ3vle+973vB8TiKijAegRi75QdwFUqmOSMaQoQiSEOIAFJCZiAsDZuVYKrzFOBBVI9Kjk34VW2mWorOUiV8CrBldXaKL/0O6Dar9dA7Ax5Rjyjm1FNZSUJGi2eEtUSNRFAwy0wXQXBJPvKbctzOwFTAqcflv/X1HWdVFjlNV0jQZbt7Jug7OkqmAHb7dt2zP0t3TYeyqYevOqgFXiVAdtBq3Qd5L7nmGv/vV88FqsM/g+/cCTAk5hWoIWccu36+G/2wBV4JYFPYBV4JaewAbcEbF+8dawAagAW5ZVtqwwK5K4u6KWucwAdgPPn6e+73/1++Z2PfDLm4m/9x/8SKw2CVmBWT3X10b8MmMVNEOACf1tYZf6m0ipdA3s5JWH3XKbaKqFVq7D6m4KrFkq12y24st2mDMjexrgCsIBNzxhV3tC9fxerUAKRoJXPmJvpJztY/vP02c72dXYEZkdgdgRmR+BHjwDoknGuYvvuvfLg3v3yJoh1v6701/74BaUCRjXufS20Aq/sU1RJCbESakV+/16Aq195662AVx94s8a2Slglz+skKPOjm8G/f9/rsaLVyuUry6YNG2MJd7GKQCopAdRbD97sgStlVib0w17S5sxUhV3OSTAV4KuDVbaz3PnGBHDKQPa5bR+AYpQFNAoo1QGugF7amSl3pypUS/BV87rMezXIapBdRoc0LTg65QEA1rkqTk9UN5nJqQpwGHaAkOsyfBih05aJ7ww8uTYYu9xTEugwpmpZbce+egmrbLdJXwL6TOkjxVVVY8lBgMlxaimBhmsMLC6FrpXQql73ocKr9tX+wz6Nj1dlTCpM4nr9sKxRnARk6tzHGPYVDlWwUY36kS5GUgUVtd10PaxQIM8bH6tQKcFSBu3W/1T9JOyIOmItdS5tNX/ocNa1UAAAIABJREFU3ma/TeH2FnUHeuAkyrqA4bbTNU0OHlQ4QvFFeWdlQvc1GmlwiHILTKuqvNinblNnqAb7j6Dzg0M1+PxQPZbqMNegzrlxs7r/3RkYLLfvDJRbt26H65aVAmuqrncUcZcvX6nKuMGBUAyJL3XTyoSDA704TrbBmzdOnSxnz58r127eKLfv3AmXRIDtypWrERDe9Sn/GN9UalRW3Fi5dFFKGTsugcY7UyqmxsHGUXGjxLoyLsPl4uUrZe+BfWXD5o2haAEmqKGOH7ei4u0yMmbcK7zSnnmVn3uArFhVsMYoo9KjmnvJao4vLY64Ttu27wy3MO6dCa7cA/evDZs2hroKrALzxKvauHlTef7FF8qChQvLtq1bQ0l35/btsvvV3eXZuXO6IO0ryrr160I1x0WR+gfAvXjxfFm0aGHEb7t160bMafeuv9HvDgabn/lMGUtqIconY2xucHkWR0+8KspHCySILwcMUSZVF02fQ50L5lsFOINl9ZoNZf78l8p1q7CGAnQ8wB4FIWUecAUOqU89CJy8/PLKWJkxoZU8VVa1zHtLWX1H7j9wsFB1HTh4uFy5ysV1sBhn/eNuXN8PFdIlvMr307R3gvfR1FSZnJ4Od+Rnnn2uHDp0OJSgznUtMA+4yuDswBWXTJ+T2GLmZkIn833VypfL2tXrIlD65Dhl7VSAK0HpgaR0j+QuyHUQuPJc1L5SlU2Hum7rjm0BrsQs9E+HOtdGyvYdOwuXaKpDijCumFZf3bp1WzwPOT7a51YufqH4dmDZ1as3oi4XXS68r732asxxLt8vr1pVTp08Ee/r/O7wHef7MpNy3zHt9/i7Dq4oncS3+sznvxq/QgArQdmBIAZ1gKrOSLadyis5oxq8ohjhUggkAUogU7oICr7+zW99NwKwg1Ot2sp+q7LKYwmxElppK4FVgqo2T2hFvQFapbEPqOkng57qhIIkDWqKK9AKYPm/F18LJVECmlRaUV2lS15CKXUk+2BUAqksy3p/2zyv0+bvBLGUu14qr3KFwdZlMMEWYNRzG2yCtgNU4lABV1z60nUQSOLKB+T9/SdqgHZ1QQ1jSUnDBSyBBNiUaimxrgJC3azKKxDq2ti/DjcxsawEbE/VlbhXtkE10ErSJoXOf/hPf1a+/Z3v/uhfyT9jNT73xa/FQgXAG3jleQKt0mUQ7KXCEgtLnVRXZSw5kCqVVu1zR2WV+63iyjxPV9h0B3yrWy3Qvvlvv19J1QIq26DUo8oSXvncpUfBK+XpLiinxgM2KfR89uZAzI8bv1bu/ervlq93sfR+xj662e7MjsDsCMyOwOwI/C1HAKwK1ZBVBQVqD5VVhVegzoP7Uo1LBSa12y1o+uAvv9Vz/1MOUCW4SpiVeau4sg1cZdvqZLv5wzuPUbCcOX2ynDl9qpw7fTZcvrh+MdqBpehvB91sSz0YNVMhkR/12r9vNcUAWk2dBlr1zuvqRFvAWIAqiqmaEkS1++pEUifAE5jk+jPl7j2uiVRb6swEoGLcMCwSrNnOdC/amK4uKeESCFTVIMc9oy7ccaqx6LxWocDgA6nUlTN4e+AK+FI+PtqDVgmvso3MGc65rU37mWJJ+PGJ3sqD1eWxjcdju6o60s2lVVpVI7wzzqlKOkM925cHxOgUJ+oHnOpUKepLAcoaxZU6CT+yjn3bbW47wFcHqrQT0KpzUWuDZoMd6sv7IVbug1EVaFWVT9aVu06Cq8yHxULqBSevKxQqq+ViRt3pbYvHJFFpyAVYjzQw2INXVjFrkxUUtQ+KJTgCskbsd23YHga5hvRvuAwO1GDvbR+cU4+7/9FQsAg+Hq57QFK3uiKXLGDJtbj2hXvfcL2vvD5YUsFchXXZP2OS42Ws2rH2OThWx3akDA+NlqHh6mp3687tUDKJfWVs9HskANedHgDSVqZsOz4P99DFxaKSunDxUsQbunb9Zrl4+WpZ+FKNl0aVNZzxuEZHAl4dPHK4vPb6nlgZELAD9fYfOhgukwcPHAgo5V6tuGg10k1bNpfVa9eU1WusgLchFHDufWxstFy6dCHAFQUTV1h9zXmrnzGfuzhXtikptU1dNH/+ixFTjDJn8+atAVco3ARol068cSpgkdhMVl8FtaQ9e14PZZjPiHvogoWLy9znXogV9QBQgdO5XQJ3FgLImF6gD5dK5cuXLy1Xr16Od0uF6RWIJ7wCZUD1mk+UHTt3xyIO563W1wV/37ptR6w8evLU2TIRK+jVNrQX77lGcUXhOT0zHYorbpDPPDuvHOlcAr1f9A0MpebjTmcf6AJXgU0pFVfe2+bk+nXryyubt5ahASC+gisxAyOW1ZFjAZBAJGDJGHPHvHr1Wm27U12Z/9xmqQmpHL37vTPNxc1bXimr16wLt2jgClykihMn0PUTuInRxjUR1AKuKL3kubLn2bPnyqVLFyMmoMUdLl+6VIYGb8f3BUDlOyRzoKqFVXlM2bsOrmpsq8/3Ylt98ctfL5IYPABQgKtu9TKBzRNegUK2ueR97BOfDeVTgiugKSGVgO8Z+P3zX/pagCvtf/bzNZ5VP7xKaAVoRYyrLr5VC67abddMcAUM6HMa/ox6fQatGOKpDAGtqD3E2Xl29Z3y3//C4YBRobLqgrEDRgmEWgiVIEnZO4Grtrw998fdzmv05wmutNN/jNugOFQAFRdBidrqHzx/sbfNFVI5eEVhBUCBWNwGQavYPnC/B60or15944MBk6wq6PrgFThlTClqKGnELQKZuAOCEqm0Aq4SXlkt0PaNid8sg3f/bQApSizX4Dr42LIb5amVt0IVBmoBHBK4+Psf/8u/5c/nv7vTzU3QiprK/OQ2CPTKQSsJbBXPKlWCCYT73QLBKnM6U+5TXEkJaBNOAVSPSgmlEjzlvjzhVB7rzz1DgBRAZTuPt8DKvIj0wQ+H2sqzdnPit8qVkRqYncIRmPzQr33k7+6Dmb3y7AjMjsDsCMyOwLs6AvcfPCgPuAd2qwu2wCfgzUwFPWBPC5TApDZOlWOgU8KpPC5vyz/w1v1QWYWb4IP75QP3a+ys/vbb/byuH951hUEufNwYK2DTzwRNchArk/24p3sCvVfF1b1YpbCe49jbAVYtr+d17obiaAVoEh+rugpWxdVDkKW8B6w6uHV3xvXqf7sFl6c+UEfdWn8mFEypJmihE4Mn/lM+1UGryaq8Cre8zpiLIMbTXEzGyvTMeE3TnVKrg1/aCUVVX57wKqBWo7Zq4VT2S94mdewzqkElsV2orKyOmKlVdKU6hKsgw7KmVm1V1RX9oKq2XaFUGPB9iqu8fkKIMPQ7VUoY9h3Qao3/H4ABjUtWAJMOWiW8yrYTOsm1IU/IknlAkG41PHBFPWXRbge6cjuhVeQdOAEhKkABmYAjKwuCMOAUSFWT8vYYBQ61FYALNgwPDAW4si8FxIpVBB/Co+GhCtf0c+DOrTJw+1YBuNQfGx6NvF6jXsu2YyN5jcGhqszqApBzwwKrgK2HEK7eR/Y/+tnFiGKsJyyiKnu4D1zVFQXbcTVuxjLHc2xktIwOjZbBgeEeQBMzaiw+/+qm6rqjY1YVrADIufmZ5JywD9pQH+lPArXhkboiH3dECqzFSxZHPLfsM1iXcaoyHx0fj7hVsZpgo56Le6MWGx8LeAKucRekfHM9rmyeiTfeOF7mzZtbtm17JT7zfB6y/wFmO3hbIVZVPgFIFiHYu3dfrBRoUQTB9COg+PhExE8Sp4pLqIUiBGfPFU6p3tyTvgBgGzZuiXhW4qqZN/pnhdIay2pZxG1zPX3mdrpixfKI6bRz5/ZCJQZW5bNv23uGKjQVRd57R48dD/c+K5FyDTx85Hgs0jBn7ryyddvOcuXq1e68Cq+0ke+lmk+WyempMjI2FquXAlf79u0P+JcKKIorCxQYF2M7NT1dwM2ly5cFuBoYrK6C+uXe16xZWzZt2ByKq6mJ6XAXpE4TW447rpheYgwCV2KzAUm3b9+J+9KGxKVy89YtZcXKlbHQhliA3umUaevWb4hFKywEAlyJIQZ+UcuZH86nlh0dHYsVQIErqizX5BrsepRe5mkqxZxjOxcuMTbmjLx+V1ZwlQBLrtw/hN5VcCW2lPhWn//i1+LHy1e//q1Y5Y96ijGdhnMayKnykANX1CC/+4ef7AVjp4ICmyiugCdqq+99//vRNsWM9rlQUXd94Utff5v6KtVW6T7Yqq20l7BKDlZJrpfQ6sN/8BcBrahWEqox8BnzjHcGNrclBjb3Nkb0ws0jPaVVqqvkAE2CoX7YlOUJp1rFlWNt/fZYW/7jbue1Eljlfpu3x4A3YIr7nbx1HaS+sp9AC7zqxbzq1FYJr9JtkOpKwHorDjoX4Ju/cTigBDhiPLkIUkUJos4F7AfAVRfnCqQCr8BC4y8BWPYFZV/7+kwALBBr75lfifYAMTDlLz/7V+/qj+t3s3HzX3D2dAWUJ8BSLnnWUm2Vz1X77OVzlyAWjM3UQitqK0DRZyO1yirbyvohleciXfza3HPSpjyWgEqeZdkGoJXAChye7NwEwUefpfkBSu47+0/CPRccfzf+uD9/93vfL/LZv9kRmB2B2RGYHYG/mxGoUKeCnnQPBGkk8OfN+9VtL3/8puIKTEooZYXAe/dmevvK81iqrtqy3LYKIaVW7qfCqq5u6Npdvx5Qg9XYHH54MwZ6ECrgkCXAQS3uEd2y3/dqfA9l+v6gy/MHfVyrg1lxvFOWxX3ere3ddS1uFqHWqttUUu5VXl0Eu+OxD0x1cOyd8nszPQiU/xl3P0BQgKpOMaWslk/UuFdTk+VuF/uKQah+VTRYaUtd9Rh4D428BDvqMmgyT+OmhVauxeBRJ9ruttvyNKSzTu7ndcToqkCgu1afMuvh8c4NqFODOUeb9dwKqtJYzzLX0t+AYI0SJcobBZX6eS5QkfsJLdpjyiJlfCxgo1NzgQQBBzqVToITOdjT7mfbyt4ptaBKfftjow/rgyyS8oiN1eVgVZR1LoggE5fZbGN4uB4HosTfclz/Roa0VeEaVdXgwJ1oN9tTR3KtgQHQ6nZ33TznTm2nVY8JNt61GW2PDJWhrt9W++tth9oJJBvoKdfiul2MLwCLCkUS+0tbNQbY28clxyzHNMfZZ8g9dSJW4huJAOegWYVOQFSFi/n55RzK3PltEsesKsOGan8jYPpIuJZZNXH+ggVlwfz5EZsrAVuFcBWmRf8CitW5F/cScwuIBAjBuDqfcl5RWI2NUiJWkFtXNtwUgc7FuNK++80+ez4CAnXPQS2neqyKyoDHMR5A6XCUT0bbVZ1YFY/c/sYC1HANBUHE96p9mAjgODA0FPc9cGcgYLTj12/cCGhnIYZr17gjWtxhNLbPnTtbzp87Uy5eOBfzp4Il76KH75KqmqoQy7bPCVhatmx5LGLAXdQKrdwmrUR57NjRMjE+Eu/ebC/fOd5H3pMjo6Ox+MKatWvL3Oeei8UALMYAqF28eDFib4mhBgxRJlHSHTh4sLzw4ovlxfnzA7qpqy/cCcXvWr50WTlz6nQZvDMY4El/tCFeGbgFEhmPV17ZGgsiiCtGhSdpxzi6LwsvHDl8ONR2Vhrcv29/WbJ0aVm5alW4w1Iaao/ibsGCBaFiA3slwdet1ChRdFG83bl9p6xbu64sWbyknD51KkCXfkigI1gHCFJKWojhzp1boVKr/yjpVhhsYkW+q+CKUUf5BFx95zvfi181ABbYBAIF/OmUVqnwCGO6W6WP2oqLE/e8dNtL90CgCZiitkrjkduU633r298NV0QxiySgqj9gO+j1w8BVwqqEVwzg1vDXT8a+gNUMdUY2IzqDsVP9rNw1GXGb/qdfPBpKHzGWcjVB8CrhUEIm+7az/G8CrrKN/5o8r/eoPKGVXNsCpz+3dqAs3zERaiuQqnUXtJ0xr2wv3zlRVxk8cD9UVcBVv8tgxrv6358+G0CP6594YcaV2kr8onT/S8WVOgmwACurBFJb2aa0EZSbiyElTgIs4AuwWrV7qrz86lTU066YUOKu/Tz/URz+hhhW/+aPYqVLoMqzk26DqbgKhaPA610yh/PZS2hlToNVwFWorH7tD+LzSDfBfnDVr7jqB1cJn/qBlP02vVM95Y8CV6BmuglyJaWe89mDVutevxsAiwLzJ/FnfL0z/uDjnw5lWyou5VYW/f2Pfap8/BOfjXcSoDX7NzsCsyMwOwKzI/Duj0CAq7v3ajyrRqmkHLx688HbY1oBO6mAkodrX7dqYBuEPVVWcbyJWQVSvSkO1gferEHbc1XCJnZWDRDPnS+VUwK8J5DK/yLXH+QUWAyZ2q+EVer4z3Ktm/9l1t9Mb71ZlV4VWjmv/ic6wBUwFcAKlKowKoBUACvKqpoArHq8uukFTOvcNWxrI8ruvh1mVcj0MNhwGmd5Tu5HHzpDjcGWEAmsYcjZT4Muz8m8Paa+8jB++7aVOZZtZz2GcXue/byW8uxDtpnHJibqee3x7JM6DNJoq7sHx/JazsntWreCgGzLsQQOCTEc66VOYWXfcUBBnnWzbXkmICEgQQevEiwos81Az+tme/1AJcGKcjAorylXJm/rKGv3s10QKYFSXqM/z+PZpv1R6qwuKLx952Se59tPIJZlctdu6+d+lmU7tby2HedTRXHF69RgPfDWjVvug0e2E/TkuPbKuj68Lc5YN2Z5j/I26Uv2C/RKpZR8lIKpUVbZ7v/czaH8/GM+pespJZ3Pamy03LxzO1wABaGf89zccDsTiBwUAQzivHZuNTAs50vbD33Oe6iup1VpFW2Nj4f718aN68vx40d78y7P114+D9lvz03O+7xeu28769qO5zPchR/GxANiQA/AJV3VJmJFUe+KyRq3bqLWV9diFFSeqdYMF74GtLuOfnmHep94f0Xq3pfelRViURYBX3VlUK6uIB5wc/3atTIwcLvMNO+k9t2U26CTmGinT58KVdWxo0fjswGQAKw9e/bE6p9WAAWDuDuCSlbNFMfMapbmC7dSSjOQasO69WXHtu2x8uj+vfsCqgn0T23G5TDHyuIClGZW9Nu8eXNcR5wyCihx0swTLpSObd64qezaubOsXrOmLFz0UijWErD1gNny5eEyCJBxHXTuokWLol83rl8PgHjqjZNl2ZKlZcXy5XEPVHDcIbVh3PTNPVrJ9NChAwH5rfrrOwqoyu+53H7XFFcJkD756apmoYQCl7jqibeTLoLyNJ5tJ9BihAveTgEFXLVxrQCsb3/7e+Xr3/h2/DL6+je/HUoriqvv/3VVQTj+jW99523gKt0Ge9Cqb0VB10m1lRzA0gf9ZfRLPQVKB1coQECrVH+AJgANOEVBJDA4Q9pKeSBWwqAEVf2wKQFSgqs8/qj6f1vFVbYtz+u2eQIrx0E3roLLto8HfKJc4jYo7lXCq4RWgJbyX3jxUln96nSFV91Kg2JMGR9qLMorqwBSZxmbFzcOBaQQLwmUoKQx5iAUUAVOZOBtoCpdBgGrTCAWt0JqKynUV2/+dnw+YiFRwnFPBLF8Zj7z98LfH//Z58M9EEzhXkt5BV5xGbQNvFIwprpKnnAq5zRoBRpGst3sp9qqP7ZVv/KqBVe5DTz1gytAKsvamFVtme0fAFcf/HCs2Jmg2BzJlQQPXfinZf3euxFTDpy8PvGb8Xmrqy/u8/c++pfxLvnq1771Iz92kN0YgnPeS+4dSDU3Kb48+/pu3BK0y10DVPfOm/2bHYHZEZgdgdkReHdGIF3qqK0SYsmVV3D1EBiBPvkDuAeAQKguUV6BV4+CVspSWaU+eOWHtdRrq4uh9VasbJiB1ms8KoorYCeUUn6QN9vOZyDlj/Lczv3ss3NsS7Ylddv9ON6VJ6BKA8A+4ytTVV7VMttt29rN69nO/bwmA6w/9R9jBKahJteGnBGax3I/y5Tndntu1svz1OkZtI0y6lHlWZZt534aqtmOnLEsb8vUl5yfddTL8tbAzm11czvby/0WXmV7WZZ1EhLIlTme27kvB1ZaeBXgooFZzss2bQMQ2VZeIwFQ7suzLIFFnpvARbkUEKgDTXksyzJX3tbNtvO4HJSSAKw87pwWVrXb2nxUu87Vf8fUz3rZZubRn0ZBRYWTMMoY5nYCqyzL8sy15xpva7cBV/oSn1MHiVy37RvlElgBQkj2jXWCMNv5+cnrsaq4ynJ9y3kQn+H4aBkYHipnzp0th48eKYcOHyqHDh2KFeqojhJcte3ltv6Zk/3XUZ5lcY3od+279ihwxInikhlKsaav2s5nwDOT++3zk8+BPOu09eqzV+M/VQhVoVW7HWDGKqTdgg+x4EIf2AKuwKd0Bwx41bxzvMN+4D3mXde9N+u5VSGUrm4J0OTKQDPub/osZZveYZkojNRN4Ga/LTOm8Tn1XJNrPLC23LmuGfNHbLeh4XLn1u0yOjQSbrNglGD0FFUUW9G3KSv/jYWKi1KMqyVgpA3XBwHBTTBs39595cSx4+XWzVux8uT+gwdiEQL11dMXUG3Xrl0BnMAo51oJceeuXQGmKKhyxVbwavu27WXjxo0BuEA5EEw77sO5INvevXtiDvk+ju+u7jPJ70P5uwauKKIooBh//sSckrguMe6kVHwwoNOgzmDRlDCpeAKvUm1F+aDtUHJ9tyq5vvK1bwbEArL+ugNXwFmCqzau1aOgVboJJqwCrACN//wnnwsIoE+Z9JXqhDHLaE1DFhQBrUCR//WpM8XqeP/ghYuh8Hl+/WAAq3QXBIQeBaJagNQPrlrIlMdacPVO7bXn/bDtBFbZt9xPdRhwBUQBA4Keg3HPrLpdxLVKcCVvVVhUVALTc9NLtdWGffd6Ma+4CnITdJ57AaXMA8ACrJIDMXJxr6R0F8zYVuCVbcCKq2DmYh6BVtqRKHQAFAlwcExsKPPkvfBn2lMEgazGDKyq8Oq/xBxOtVUqq0CcAFX/suYJrcxtKVcOzFzZo6DVDwNXOd4+vzYltFIWrn9iVjUgKF0C5XlelH3ww/E5ptqKoo7aypw4cumfxdykbPzfnj4ToBgINe8ALYsk3Jr8rXhGPaeAF0BnrLwT2j8B3T/2ic/EO8o9g176qS+20y0y7z3HyzHjC3KJOfbvf+9PA9S3bc9uz47A7AjMjsDsCPxkRiCBFVAl1lPAKqsJdsHO0wiRAzNUTH74BoTKH8b2G4DVgiv17HMZ5BZoG9yKtjrQlUAs1FgPBIOvqxoCaNG/cAHkBvgwJWCSOz/VVQ8aKJU/1KNuX3keyzbz/uTacE4aWwmwwKkWVinnrifPcuflmLXAKg2u9piyhFG281jWZYT218lj7XkMVQZeGrLOS6Mvy3K/zR1LQ1eeKdti+Pa37Viek+engZzleX4ez/JsX+6cR6Wsk8f69xNEZBv9+239BAXZln3QIM8Jt0OAYBxAqCsSyoGDXmrAiXbaNrL9LAMnElDkdkCK7prKAJpM7T4Ykylhjv3clvegVAO68hxt2U7YlNeQt8Aqy/M8+3leHstz2vPyPuRtPePVg1DNGCoHhHJc1bHflmU7OVb9uWspy2vbdk6Od+Tc40YBSG5fPp+H0CjPy8+p3e9td33Kfo1ZYVLcq/GxiFcV8atGqxuYa2TSpvmQ87B/brRzrj3muqDauH53rmrZ/3Y+BrxqVFx5vfaZymvog3L7Of/786lJz3cFVy3sSRgjD4A0NVXGwSvuZxRWk7Wc2kqZgPDVRbkCLOor1/bM57vKuyn3lVWV1cNYe2I55fXimhOp5qorD05b0KKBVO27LrfFCtRGXUm1xhcUdzDajXuZioDsCbRcZ2qqwq0sE/cqtmfqKrDiJlrB1X3HvXexq7SZbas/08UwrNcXv6tCNMeUSfmZTozVMXctMdDMH32p/VFXwHcrhHrvWDHReE/FXAZi9cP3MnhlVdmRYYH+bwdQexgbazo+GxCNa+S5c2fiM0pwZcx8t/huyu+9dw1cfeLPvtAzCMEr7jbc/hh0CanSiJYnzAKIqK0+/l8+G+AKRAKtGJcSCAVaffGvvt4L+P49MWcadYPtb3/nexHzKmNa/YDa6lNfjnZT0ZWQzPUSYAlyzQgNmPbrVaGSMa0SWqWix6pmjGeqo//uHxwOxRF3QcYz+CO4eUKghEItbMrtPJZw6lGwKY+14OpR9f4mZa6barCEV+2+/j/z8u2AA9QsYBSA9f4l1wtA1QIrSiwwStwqEMF5LbgSpN0+N8El28ZivOQgCVCQaitzwtgDDFz9ACqQAoSwLXEblLiJSeCV4NzqczUErUAKkAMcAU0ABm1zWX0v/Zn35ixXQM8QiEV9JQW46uYwaPU2VVWjrkpwlZBKntAqy4zfj0qpskrw1J+38Mqz1J9SzeS8gFYfqtDK3ACLgWKKOp/z8av/ItR7IKlnTAw2UHXzgfvl//nXHyv3/+nvRiy1FTsnY2GA10//Sjyr5qC5CGRlPCzwG9A0hgCV+3R992PfHDV+3lkS4JcQMEGgd4QyKjfvO66EP47C6700F2fvZXYEZkdgdgTe7RFIdZUctBJH6d4MeCOoef2h68duqqIiZlTEg7pfHkTsqRrfqqe2+sCbFWK9eT9AFWCVQdzl8cM5lVadm2D+oE7gJbYVYOUHO4AW+01w+ABdnerKuTUIOqhUV+q7HyslduUzM+W+dPftiijnVeD10L3Qj/v8gR/t3mPQTEYCsRgAIJVjkrppYDnGWIs6WbdTSGUdueNy5+Z2npv10ujLPA0/BqJt9Rx7VIo6nSHZO78xLpWp0xq2aXjmsTze7me7aSQ71raR23luu5+Guzyv5TgQwSDPc1pDPLfl2ZbtNODzuH3Hc7+/rTxHPbGMgIOsWyFChVQBVTrwktsBMxpXv4Qd/TBF28oAIGBFvczzHMekhC+O287z8tw8nvt5XiiaYgXBh4DLMXApYVVuJ3DKNqLNBEyd217Apg6iZX/bPmW/2rK8F2VStiEHWhL+2JdyP+HZQtNGAAAgAElEQVRVjGsfvHKdbDdzZdHnboyyXJ71s47PVLs1f/gZ+0zqZ96Ayn5w2e1HWz2AVcHlCNWYMesSdzZxsAIoNdA1r5O5PvbPV8fMubyP6FeMV/bX8TqH41gHOrPNNteOOS7lPG6vZzuPt89FbtdA6SAS4AKgVKAEasVqfRRVygAqcfVmvOMAItd76HIY78XuXZLvrf73ofJ4t2XevbOif/H+6NrsVkX1jq0LTtR/BuS7V55tac917t0FqbwDq5qr1qnn5z1FW1Pelc4H4bz76jntedmOe5VyLOJdG+9r735QCvyq3we5rV1JzEN1tBvtdeWxPykOYRcLsaujHMDLa9aYidXlXJk21bHtuyuu0Yu1CLh17Ym5eHcmYtjt3Lmj7Nv3ejwPxsh3csCrBljlP2reFXD1zW99t3z5r74R4MgPF24zDEIrnEV8nUcorhJcAUXqJTziIpjQitoKiKK4+quvfitiWfX/MBJjRmwr11PXOXl+5qHeegS4Aq0yZTD2VKqAbQxSRjxjluqD8ZxKK8CE4QxaWRlv6bbx8tKWkXCvo1ZKIPUomNQea7cTTOU5jtlWzm0vy9u8Pb8t/1HbeZ48Adv//L4ai0v+9584FTGrACtxotbsmQnVFRhAWcY1MIEVaAXggVm50uBLW0YjzhVXwVxlkLugOu5HXDCGP0gAOAEboJUyKjdgkDsg1VUPVHXgCsByLBVXQIZ6zkl45XPymYFXYAgIA1CYm++lP3NfcHZgKsGJ3HMHpkjmMQCjToKqfjgF0qSyKIFVKowSWqWi6lF5P5jqKas697oEWQml5O+UnOuzy2culXQCsvvMzaNf6qCVefqPF14pWw7eD/id7x9z1rMpmW9UWOaVwP0A7MHzv1o+94WvlV//95/oAVT3r07rZglWeRfEeyzjhXXqUWXqG2P1bMvNs9/5yCffc3PtvfTczN7L7AjMjsDP3wikSyBodS/+k1yNjbp630PXPKCmQqf75R411v37xYqEYFG4yVFDdQqshFjiWPXcA5sYVtwXsg71Vai1muNvPXgzgJX/flslbWhgICCNPvRgUwe/eiqoe/fiv9VcNrjdCN5LLQDIvaW/fa582ZYf+L1762Jb3Uvj6D4Q1sWz6kCT+mk8Oc9+GlW287gycCePOcd2JvuZso6cUZd1Ahwx8KQOWrXH00BlwDJMGeAAhwDdtpVJ6mVuW7vRdleexnBbxlhWN4/ltTLP9vqv4bwsa+soz362eZa/U9mjyrP99liWyZVL2pZaYJD7xie3QZjcHmtUU8raermvLNuUZzlQlLAo4Y5cfXkCpfZYljumXraRuXLuY+L+DAJVQwOxnzGtHFc38zyvLYs+dO57zg81VHef+u+62cfsW+4/6pg62o92jWPXhnYDZjV5Qqs2b+toP8cy28trZm58pazX9rk9P8vbeu155oRj/XOjBWqP2tZ34zY6CmpV1Zh2cs65Rttm9jdzdXM78+xj9l95tiHPlPM5z5PndR+V9z+fbTsR3L17j0xO1WDv+c7J8+T5HrCd7yK58skGPtvP4/kuy/dce0ydfDdGeff+yXOj7U6Z1cKq3AZ98r3aXievFef33rUP37Gu1d+PvCflea+5sIV2tJkLXOR+XjPbq+fVsck+ZJ3eftdW7rtGjkHtbz0/y/L87G98t4Qb+8NYjb5/796dKlbFlee4aOPqlUvl0MH95fatG1WZ3H1fP/yHU/1nS35/vivg6rNf+GoAI257FSR9o1hJMAzoDlqlUZcGHnDFIKQOocwCkLjrgUyplgKiuB/643b4qD8B4IGzPAesshJhm8AwCRyTqK4SlLnu73/8U6FYAa0SXDFGGfuMdvADCBE7J1Uf89YNhHsgldKCTcMRC4rLYEIr5Qxm6YdBpARI6vTXdSzL+9vKYz+s7R91LNtIxZV90Mo9cMHiHhjQ6rXpiF2V8MpKgAmugKhcXRDI+gfPXwxFVp7PVVCitnIekECZBqIY33TtS9UKoGLbmFNaBbTqV1t14Aq84ioIXHEh5Ebm89Fmfl7aAUJACYqkj/7RZ0rnXfqo6fRzWeaZ8SwZO/DPHLbfUwSJY9XFr0pwBU5JCazaHLDKpDzBlTyhFVAl2c/jtpX1Q6sWUOWxBFM+nzyex5RRWkk+R58nlZSYZ1xzqf7AUsDY/AOxwCxwzJw6fPGfBVyl/jO3/8d/eCRUWd4vwDZXXtAZ7HROzj2B1//TR/+yfOyPP1M++sefCVWWmFepwOyHVwnfE24Z84SFGXPsC937692YWBaq4PpK3UrhBd7P/s2OwOwIzI7Ae3UEgB2pqq1qUPIW5Pix7IexsvgxfY/C6n7hqsF9ArjKGFDhAthBKWAqQFYHm9IN0A/nBFdZJ4BY80NbjCtAbXx0rAiSu2PbtnLj+tWAVr2+dYFnK1iqrh5WjxKclruEmDRcW9zXB+4/iNUR2/vo3U9zb3mvaUzU/5J3KwV2UCvG4G4FVOqlcZO5sjRwlKWhlAZMGia577iU+87J85QnsEqjU55tyNUZGx8pFy+eL6++uqusXr2qbN26JVaWYvjF+d01or0OZLlGGsXybEudTGkY23fcvm3GcHuusqybBngazHmsLa9G+NvhUrbnvKwrz/LMHX8UNHA8z8tr1+s8BAL2ExgkTJADfbduXi93bt/swZgEClkv27KfQKXNleexFv4oy/0EMy30yTayTnvMdoIr8MpqYQmulMexLqaVuplc00qC9rWv7VYRFRApVVMdgMrrq++87Gv2P9vOY2393nbjGggAuU7mCa5SjZX7eR15jp8+2P5xU45hzp22nfzMM8823/Z5dmqrVIlln+Xc94ydlPcT+x2M6p9rbfttf5Tnfl47c8dyu7+99vnJOu0zmMfNf9uZPK/5zGrT8UjqeG8kDO97nzinff/Y12a+n2xnHXm77Tz1pCzPMu/F/nLH8rh3VVUqVUVTvOdS7dq1q262m9dp28xj/fV612hAW1vHdibt5Tvcdp4rz/d9lmUf8tysk23kcee1SblxbNtxPOvn+cp633fdP0nSJT3d0/M7yxzyDGmzhVXtd6ttyfGfOLj63ve/H5Doy1/5ZvxWomihAunFtvqNj/XUCAxpxl0aegzs3/nIXwSwApLAJYYlAwyM0g5VxHe++71wF2yBg5ULv/2d78ZxcCvBVQCrTl3FoNdmugcmHHMtYM2+YOzgGciWShX9Y8wy2hnV6a5EzXN9/DdjlT3GMMDz7Oo7AXcYyalYSiAkz+13gkhZJ+tlrn67bT/hVZ7zTm3+uOUJrOSS8+QUWIKxi28FMnEVpFKRC75OhfX4shsBryitQIRUXwFaqbwCqqwqSHEFXlFjuQer+wGZIAe3PqDCfqqCjL1tQde5A/bcAwGszkVQ3qqu7FNxaS+DtPvcQnX1oQ8HXAFqKOvei25cXN+MIYiUUDjhYKu0aoFUC6VacKWN3G+hVD+06odXCa6U9yuselBKfKtOUQUEtwArIOMH6+IHCa2orTx3YpiBlICxhQ/AKi6r5h8o+od/9Jl41v/Fb3wslH7is6k3d81AANPn1w32XE+BL3N0z6kPxTzzTgKowCpx7oArMBt86kGrzo0194218xJWUVn5DJyjzHEg7A8+/qnyjW9+5ydmR1oR84/+5HOhUuUmKhi/6+j/b//en0XfKVg/8edfKFZZbN+ZP7FOzDY0OwKzIzA7An8HI5Dg6sG9BxVepdqo+bGdP6TjR3K44fnPbwVXM9wX/MDuB1adIirKux/L+SM6VVKOSffu1gDpGVvq/t275d7MvTI0MFhe3bW7bFi/rly6eD5+cMePeec9SDVU/c8zSAVcWZlpyeLFZdeu3WVyYjIAGMVV9D0CuqebX7qcVFVZGhZpfKgPXOV//QOQdUZZ1k1Dyfj4L71zJUYJI7HuPzR+1O83/LKuY3c7wyzLwhhlHHYGnIDIadhGO52bz+j4SDn+xrGyfuO6MnfenLJ8xdJye+BWmZgeL+OdwZrXDiO2cUuyn9drDVxlbXlu95enQZznyiVGdluWMEKeBrjj2stzMs9z5W37jucx247lvrzdThiQufq2pWwnzhkdLieOHy1rVq8qr+7eGQArQUj2Oc9LNVYP1HRQqL9eHs/zwJ5WETXSgaGbN66VY0cPl9On3gilRNYZGa7QyT6odvbMqXLgwL4Iurx//95y7uzpgGyOPzznB2NntZCpB7w61Vb2iXLLdltXv91D3pf+2M9z9D/PyfNizDpYlXAK+El1VYKqhEK9/WY+5Hg9Ko/2m/HOz1t529c8V3nWUdZ+5o4pc1yeQKrtW27LpYRXmWd7eb1syxzJ68rV609Rt68P/XX724h3QQOIPTfq5POY18h6yvPZacsSWCUYCljUB6C8K/J9Ud3rKqxSlu+4rGO/vv/qsTwv6+Z3R56X9ZVn8p5NaJX9885r37/95/fvZ3/yunk8+5Z5lvfXU97rT/cezjrgUZ6nTr7/M8966rRlyrPNLM/zszyv63j7T5H+enk8vi9BLP9I6XLnqZ/fr/KH33fVFT5hltyxnzi48t9+gMnqfowqEKlVW6Vhly5LDDpgSGJwMcJSBQVaAVDaELNKsPVcNTCDsOdvpS986WuPjGn1KHBFadEqrAAr+67N4BOwWYwgbovpYkWZwgBPw5oBDVqJkQMcWRXvfYuuBsihMvp7v3jsbcoqgCbBk+1HwaQs7wdRWd5/jnKpv35/vR93vwVXrbvg//Lk6XATpLACqxJeySmwUokFDrTB2sEACUxQbnwyUHuqrRa9MhqwwPgaW0oa20CVlG5q5gtgwTXsUbBKeesqCGpYQTDBFZVOBtIHUUAVbfusP/JHn85p9J7JQdzf/cNP9hRROZbGNsdU3sKqhFI/Kk8glTDqUXlCrEdCq071FvDKdhN03RwAsKRHgSufIyWdlQTNO0o+0PT/nHch5hkIZZ7GZ3//38fqkZ5HzwD3Wq6E0pzVd2Ku7TrxywG8uLuCYeC5d4AYe8DVxz7x2YBCIHa+p+ShrvqNukqjd1gqq3Lb8d/8DxVe/d4ffrK+S379o/GO+/AffPJvPc/AL+36XPMfADmngclQ1HWB98XZ8o8D/xT4vT/8y1Cxep/O/s2OwOwIzI7Az/MIhIvgzN0APGJD5Q9eP5R7P66b/zzfnfEjuboV3qPW6hRX+YPYD+oEUvJQVbXqKO4PCay6AOjaeFO8LG6HYlGBYtMzZdIS35evlAvnz5fx0ZHeMTGv4rr37pYZqid9vXe3TE1Pldt3bpfVa1aXHTt3RjwSYO4BRVkXC0QskYiFJY5IB90exiep7hxpCARg03YH5nJM5GHINGCrxiyhZhgrMzNc+2peV8cCtRh/9bg6k5OjZSr2OzfAPlVTz/BkgII7AFTko2ViQrDokWgDmBodHy3Do8Pl0pVLZcmyJWXZiuXl1p3bZXS8BpMOY7CBPBPjDOqHiapE+xkcOozg3vUewqFenzoYZp/xzDB2Tn+exrQ8AEMa6wBUY9CHkd4Ar4QK2V7ua0fdbNfxtk4ej/a6ei1YSMihLOAFFc3wUNm5Y3t58onHy4rlywqYlMcTXiTYyPK3wZpUNHVQLAGP3HkJeN4GmEaAoaFy9MjhMu+5uWXh/Pnl3JkzZWRIfS6FAxGz5tq1q2XrK1vK88/PKy+88HyZP//F8swzT5eFC+eXA/v3Rl+z3bxOQpzsR/R1ZCgCu6sbfWriUynLNtpzKnCq/dTXmzevlyNHDpft27eVbdu2llOnTob6K+6zUW+FaqlzFXRtwEzKMWyhVpYlGPKZ9Kf8/LI8r2c/+thd2772HO+po7r5piyu8QgVV7TT18967w+D9Ws3gZU82zLPsn/x/HT7qdLSds7FyLs57hx1Yn51SjPtqmMO53buZ26ugyHqtHPftmexfS7afdvOk7xD2veJMsczZb3M2/Jsx/dCtNWoN70PE4LZdjy/P/rzhDWZx7WAo26xC/1LWB8Aq4FK2srz2nbfVr9P9dWek33rz7Mt5b177v5hoF/tNXM7vw9yXx6pG5/se5a7hnMSULlvx3I/j2Vfsr5cnUzqRerAVYIqedaRZ7nt/H5OgPUTB1dA0ee++LUATJQsIBYlQCoT0sBLw0rOEASJGNrUUFRR2uFyKAFgP+qPmsD1PvP5r4QbYca2CnCVroKd4gq4SliVqis5ZQLDFbSSZ8wahiADnDGdaiuAZf/ZfxJAhrsb4xjUEV+H0ipVSwmVfhi0SgCVgOpR5+Sxtm5ut2DqUWXt8R+2nX1sr09Fxo0KcEpole6C9jPmlZyKBaCisqK6SnCVCiwAi1JLnCuKLON0YfBfhdEPloCBYIU5AaokWJHnZ8AFkLKqTSBVm7gKSlwLqa0AL0mA9lRdUc5pl9Hvc/9JqmB+1Fz9aR13T7/x258IlSAglEAKaMrtBEstaGq3wZAEVVmeoKo9N8vk6eond25/WR5vlVYJq/QzgVVCrAzGbn6IW0ZJB15SW/1fL10tjy27Ee6Cti0EYI69cuhBKKhePfnByF879aGy8/gHwoWQ4k+do5f/eeSUWtrQL0opAJu7spyroHeBd1Qqp+T2vcvS/TLfa/YTXpmz3iVUVtpJCE7R6b3ozzHzEFD8+Cc+G6C+rpr6zXd873lXacu45Gfj8wSxeu9V8OrXaiB5db1/Jf8coMSiJAs1609Q/fXTmtez15kdgdkRmB0BIxBgp1tBMFYSzDhPHbhiRHFRunXrRhkYvFMmxyfKvemZh4HTH9yPH9H5ozl+LHfugAmu4gc8Y8IP7vxvcWyDR2J23OvcDrkh1u1c+WmaOyKQNTkdKz5FH+/eL/dn/Ei/X2YAK4F6705HunrjWln58qqybcf2MjY+VsA1cI5bYyZqMck1QjlmPwK4vz1+VRoBaTi0BkVsu2a3NDyANA4oTYyUyamxMjU9XmZmGEHgymiZVjY1ViYmLV0+WianwKLRUEQlMErDlDGThiGDOFUIkU+5znCZmByJND4JXNV07ca1smjp0rJw8dJy7frNMj5u6faqumrB1NgYxclQwKvJieoG1R4PlVYHyxIwiW2TxrK8hURhiDdxiNKAZnA7NuFYGuSZN/WjnrpdSpChvDX+22vmNbIsc+dIuZ9gIdrqUwQJtm1lrlOnTpVXXnmlHD58OOJIJbjQj4ALHSQZ6ovtFLCkUyYlAInYU+JOiWklgSIdHEroItD34OBQuLPOmTO3LFm8pFy+eDkUhsODw2V4aLjcuHEzlrx/6qmnyurVq8vx48ejnzt27Cxz584pa9e8HO6z2aYcKHpUauu02/3AKo/VNvR9qAwNU00NlwsXLpS169eVZ+fOKe9//LGyc/fueB+4T4krY6q3jEUm9++4zzbAUgKmd3AjzDHNvuTnJ3csQZjcNbXt/SQGWPYlr2N1QJ9ffG4JEjtQlPOEou3Y8aPltdd2h7tttq+tXjt98yBAVtefuM8OROU95nUd02/XckxfPAfOz3eq6+U8yzyfg5zDcs9czuv2OXzUNvCSz2huT3dwyvV74KpxL8x3TsIUeQ/gNO6DyvNY5t5LUx3k8T5PUNPm3pdgS/87NNrr1FVxbvc94TsjAVaCo7Y929lWtuGc6EvXXwrWrJd5ntPfln3tZN62mX3Jc+XZXkKkLDMOCeDyGu156ms7x0LueyZz35/tsXY/62VdeXzfdufkfn5vcc/P4wmu8thPHFz96V98sXATFG8FSGKMMd4YT2nsMagidYoAx9ShcgCtJLGpxLRi4P04UCEhGXDVBmXvKa7Aq099uRfPisIKwJLAso/850+H+oaRGkqrLuYWQ5BRmAY18AGGACcMZdCK4bt850SsZEZpldAKJLL9w2BReyzhVIKjPEYp4liCpdz/20CqbLvN87p5HTlw9eSKmwGbUmkFXOU2AJAgyzZVlfFowRWABVTJ1V28ta4k+NzagTDazQUQxNhSANlPsMKVjWFvn3FPFWPVQOqq1jWwH1xlnVuTvxXQKgO1g1cMfnAEUNE+NYq58V78E1Ppn/y/fxhja3zBmRYMJTxq1U95XG7eZwKXEiJpK+p9qI6jdhNQacv+o8CW8uhD5yLYXst2wuEEWRnTCnj0Gfo8BWUXkB+ksoLgY0uvB3gy9ywC4BiwHKtJPqhKO5878KU99+CeLgz8fzFfxaIT54pKisoKGMqYVtRKoJR3VwKp3nusixOW77IERy3Q8v7QBndDUMy55rFruUcrkQLge8/8StyfuW4+UmsBTNSAn/pchfHcoX//Y38Z51GcUZ9pwzgnuNK2OZ19cT2gDVDznqUwlCjIAFvvvU9/9isRi/C9OP9n72l2BGZH4L07Am/ee9CLcQUK+aHrBzcjSdyfgwf3l927d5adO7eXXbt2lDOnTpXxkbGASKBXVT49XGY7fhhzDfSjuQNYfsgzMi9cOFfOnj0d+bVrV8LQdMxy4JcuXQpXP/mNGzeKIOsDAwNRfvnSpTIyNBwACoRyXSsOTk9NF8vVX7525f9n772fJEmuO8+/5u7W7Ox+u7OzMzu7210aORjRWlRXd3Vp1aW1Fl1aa60rM6uyVKsBKPeWw+USVAtqEOASBAGQIIiBIoHBDNRg5p19vh4vK7rYwAzAJjjLqTJz80iPCHcPD4/Iep/8vuc2OT1lUzPTNjg8ZLdz7lhlTZX2oQ57wHLlLO1+BMjZt9XVVZudnbWlpSW1E5ZFD64rXD/XgLHh/+QzHnFjwo0UDEwMZqAeBujW1qYtLS3a7OyMrawsWyqJixKQB0UEhuCB7af3bHt7yxYW5m1mZtqWlxc1Nhit1Ccjdy8pVzCMaj5jRHPc4uK87exs294eIGhfK6mtrq3azOyczczO28jouF3PumW37uQIXO2nD21vD9VVFKNnDyCyanNzM+rj1taGJZMY1ykprhxekWM0YuSS9PkMrKIc8EG/FuZnpf4BeAAc3GD3HKCxsbGhcd/a2tKYcw3eL3LOdSMew57xELxwZU1MvRI36OPG/NltPnsfyAVqYkAitANIYIyBWAE0Md60H4cXHJtJgJqdLd17hz9+7fSZ8xyAkHMfOV77BFx2NbeZh+Pj4zY7M2s7m9sRuKKfuzY9PW3Xr1+3u3fv2srKihYc4HlYW1uzjo4O6+/rzYAijV1MOUVbJMp9n/fPx8H7Qk4ZuZeF80Ift7cBRLvGfVteXbGGpkZ75eIF6+jq1Cp7uj7ao/0I0nlbqi823j6enuseR+Oa2Y764fctA34iUOR1Ugdtzs5OW1NTg42Njaj9zD3yOeTQMZpfnKf2k7uCm8zd/Ly7dvnyRRsY6AvzLn6vo23OoY9n++n9832+38uZq2wzx9nHc8MzWFdXYxUV5Xp+KPf9YU6Gz36uwyk+k/jsUMnBlB/zrJxjvC5/njMwPKbG4j0nYBNzaeY8niMSdcfhzkl0HO8K6gPwKEVwy8GN1+n1eznvUX+vZoDTGXBFOUCLY8/Ww2euTTnbUR90TiwmFfu9TbZp01O8Dn+vZ8oiEJa5vkhFRl0c64m6vIzr5zuNPtMPjvFrJOf7JX4eZfHvGz/Wz+Pz2eTfS+TUdxZK+We+f9nmuLP5cwVXxKICOrlC6kuvf1PuLPzS7y6CUijE1ACUsz8OroAIqAFwZ3kjUiac/dfrzSjwMDFb3vru9wW4UCoArnAv9BhX1OPwymNbOazCQKUtlBUYikArjDqMSjdOMQLd0HZotZT8LamL/pf/MCQoxeqBxICKK60AQg6AHA45mIp/dvjkue/7WecOregHsM2vhZyg17j0oaoCWBHXitUEUVyR85lywFV+076gFcor4JXUVjEFFvUAG3CtBD4xzg6mgAvADz670scBFjnlQAcglbsFso26ClBFTrknPuMyBvAgYegLYPgKg1GsK+bgJ//yy/bDd949O83+TXxm3j/5tT/LqM4ARIJ3vxRAkUMiz5nnDqgYL2CPAyRgUHwcOY7j2U9Ooh4HUl72fnMHTH6faMvdPXERJBHrjPuKmx/zjrhVKB0/kreq2GkAKuYLc0lAziEZeQTH2I9qC/jMYgLMYdRIf/jnX1RcKt4DvJeYn/4ukJrJ3fCixQQARZ6Yn2wDjUgALM7hfNSkqK7Y5np4dgDCvDtQgM3t/KbgEgHn2dc396uaq8AmABbvTcaEc4nxxjuIOe1jzTvK45DxzlJffyOsIklfeLcBxIi7xTUC0VicgETZX3/ha4oj+G9iwp9fxPkInI/Ah2IEWMFPqqsHj+zJo8f6JxdjYGlx3lpbmqy+vtZGRoZseHjQGhrqrLamxmanZ+zo4FDwSst1e+B2/sl294UYtOKf+LW1FWtpabK8vLtWVlaimD0YuuxjFcCenh4rKyuTumRoaEjwijLUJqUlpTY3MytYBbBC8UX7GP71DfVWWl5mtQ31VlNXKzc5VCFVNdWWknvhAzuOoBWgqqWlxWpra62+vl55V1eXjPKwdDqGxmmcEjcY3IhwA4Nf8oERQ4P9VltTpeuam5229vY2XUNRUZGRent6bGt9Qyq14wNgYFrAjLYJIF9dXW3V1ZVG3KLNzTWBEQzp5qYGKy3h/C65aKEGyc3NsZKSIpuemhKMYsx6e3utuLjESkrvWWlZhRUWldqlK9csJy/f1tY3bW8vLcUVxicKD+opLS22ktJSjVlLW6stLi8FeIVxGkEqck8Y1GxjtLrxi3G9uLxg9Y11Vl5RZlXVFVZXW233e7sFsIKhSzyphM3PTltjQ63du1dhlZXV1tzcalNTM7azu6M4XDNzU9bd22VNzY02Pj5qqVRQugDE+gZ6rb2zzfoH+2xzayOot2J9iRvVtAkgoIy+OowB4BATihW3urvarX/gvsApwBHFFePIPCI+2vz8nMYJIEI/BDhSCQPwAV0nJsZsdm7aVtaWbWll0aZnp2x+YdY211cFigjujqshx1MHQBNACwBmviR2gUkok4B0gLCU8t3tHdvZ2q9M/doAACAASURBVM4kyu/fv28vv/SS1dXV2ebmpvoJQKK/m5sbioklIBZBMeoFou3uBEhGW3x2aAZMSkaxqoA/jA9lDqs4Npwfg16R2op2STuJHevo6rAXX37J2jqC4opx5FpJof4Ay4iD5eWuhopDJbZ9fNl2dRr98RSHV9xb3dPoPM5lTldWlNtLL71glZX3NCbeRgBIASDi5sg7jHvIebx3/NpZjY06eCdNTU2c9ikZ+sexuEo+XW8Yu3j/2E+bod2gOAvzMaVVF/18nif6kZ2dZZcuXdCc4vmiPH4MnzmfeR2f5z6/44DK4dWz9qks9szoWUaRFYEeBz9xMAW48cT5kxNj1t7Wou8Eh1d+HjmAhnQQuSECcRz+xIGR1+ngxvfxme8BB1/xurwsXif1+Lm+7X3geLapL95OvG2HQ34udek6IjBHua7vGBgXrk11nrku6o/XoT7pWiLlV2xVRm+Tc3ybnO8Uct/2/XymPv/Mcf79Ez+eMqCUwNSjU5dAB1q+z3+QISc9V3AFOPril/9R/zChuvrTv/i7AIIitRXGF8ndalAwYJhhVEmV8LmvCiQBmohr9e23vv8jlQDffOM7agdwxTbQzIGV50ArklYW/PI3M0Hf466CGPUE6KYPqBAwVgFX9A1DVNAqUp6g+kDtgWGJsoqEaqiwOS1FlMeFAvygioqrrc6CKf98Nn8WsKIeh2Dk8c/POv6nLfN64/1m+3/9+RGppRxacf3EEQJaoaDC6KeMBNxCAQO4QmHl4Ar3QVwFUbZQH8cApxhnIAJAAZUMIATDGxWJwytXlHAcCaWMQyqAFQm3L4dX7ANoUcZKcdSbUeCgvIlUNxj9tAFs+LfqLujWy5e/+oauFagD/HAw5GMBWHL45NCKz5njovPi0Ip9mWMeByjIZ86PQzDK3k+Kt+v10C/67O6e3EeADWW//BufkgKJ+ze28p8FrVjRk/vPcfQPeEXiPvuz7PPp/uyvKqg7cbIARR7Y3BdnAF6hviQ5fGe+khxKobYCDMXhFfOXdwflUmO99ikt+IBbIO8ZVIPE2OL5oO257d+0H7z9jvEue/yrf6bVSVFyAtUATLzD6BvAjlUUWTERhRaLGqAcY9z82XBoRX9om5x37u/98RfklkjMLpStJIAVwJ73HsHniUWIquv873wEzkfgfAT+RxgB3PBQMQU3QWJBHctQwkhvbm6UomF/P4CM6elJq7h3z+733reDdFoB1BVIXf94h9hU+gc7imHFP8j+6zMGxdLSgt27VyalAQY9saWCoXFk8/MLVlRULEN9Z2fX0um0FFEEWy8oKLCJsXGBK9wDgVcb6+tWUVFhJaUlNjI6aitrq7a8smJ9/X2Wm5dntfX1ltrbU6ws4mWh4gIWkYAUKEj6+vosNzfXBgYH7ejw0I4PMdgAVx7A/dR1EAPCDQeMFSBFb2+PFRUX2u072VZZVWEtrS0CcChi8gvyLSsry/r7+m1/D3fBQ5ubm7f8ggKrqKy0yckpm56esabGRsvNvWs9Pd0CKdNTEwKE2beyFHOppqbK8vJzNW5VVZW2sLAgiNDc3GzZt29bbV2DDQ6N29DwuDU0ttqNW3esoLjUNja3bX//QGk3sau+5eTcEVwbHh21lvY2u5uXZw1NTQIhDqhwXwwpinl1JoYVhisgoKyiTPG0Bob6bWhkUAH0iwoLNF/2UkCGpE1NTeraykpLrbOz25qb2yw/v9DKyu7Z7Py8LS0vWmNzo93OuW2XLl8UzAQmYcAz/0rKSuzytctWUl5iaxtrGUPeARVGdYBkwcgHJAgcRIoogFF3V6eVFBcK2BHD6tatm1ZcXChl3O7ujg0PD1tpaanuFUBxbW01ghuAq4TNzE5b+b0yu5ubo/tQUFRgZffKrKikyHJycxRPbWx0xNrb2qy4uMhqa6ptanrSuro7dc8oQ1kD1FtfWxXMQXHHHOzu7pY74P3eXltbXRO42ljfsJmZGSspKbGf//mft4LCAs3ToaFhuTIyV3t7em1keMjWVpdte2tTSdBpd9tWV5ZsdGRY1z00OCBwtrW5oZhZiZ3gzsfcnZ+bNfo9OTluqyvLtrO9JRAUViMMaqZEImk8iyi+UChOz8xYfUODvfzKK9bR2WnbUp1FSqtEGC/OB9yhKmKecK2AKwEg3dtI2RUpnwBJ3Df2B0gUCwIf7XOAw3ECT1JxJW1yakLxvz7y4guWdeum7hX3zAGQb4+NjSouWH9/X2Yf85Pj6BvvopWVpVg/T+vgGPUxBqUooy8ZwBYppniG/Fjti8Esyn0f49PV1SGQTLuqLxYkXtAqUgsyn7l+ypjvAlEx9WP8s8Ms4BQqSX8+vA4/1hVEgj2RWyHnOoxycAM4QY3ZWF9n165etr77vXpHxo/lHOrzOrX9jLoEhmIr6TmYoVzAJ3Lrc/AUB1FAKI5RvxwqxeAa57DPzwWgaTtSY3n9OiaCXrzP+ez76IfutWLMbWvMT45RTaFaDWo5ri1eh59LGeeTc8zBQTQeh6F+h09+zd72WQDF9wtl8e8aP8bLyfUdm1FRoUA+sSePHtirjx8ZC5wAq8gzKabK4jsZF8LnBq7efvsdQ2H15lvf15LsKJlQMGD0oWhBaeDgCjUAhh9lGIQYTvzyj9uKuwiyGuGPCyD87be+J4UM7XIsoAsXQaAVuW+74golGMAKF0GUVhhpQCuMSdp2I9WhFQYgBi/GLsYzxj6xdYiTQ3BnDEtWMgPm4AYHjHFwBYwCMJE7RDoLqN7PZ851JZSDq3iZ1/288ji48va8jOtDKUVAbAdWQCsHVuTuMoiqChUL8ApgJVfBa7OKA0YQbNRWxB4CWjIX3PjGoMcN08EVgMGTG+YY44ALoJQDKnI+n02ALNwJqTcOPBy4cF+pn/aYg1/4u2/8j/C/+k/dR2Dyb/23v9acZl4DPHxcmN/xBKASpHoccvZ5mcMrzicBkSjjGLYFu8h9+wwAU7nvj+XUxVzgvnjd8Rx4JSD02qfsz/773/8TyPLrH/+MZdckrHfmV6TIAnBy/wE89IlrZh4BsciBVQRzBx5xLAAbZRSQCGAEwOLdAGySEvPjAWr7+4z3lyeH8bzjAFaCVrgSRp95z1E/8wzFFM8BiVVIeaegOH31P33SsmuTep/gvvjvfm5YKsavfP3buufE3QJcAX8LmtKa/7hOAqcAUDxPAleRojX+vqUf9IF4g7hBxhOKLq6V9y+rD/5bVR7+1A/O+YnnI3A+Ah/IEXj8+LECmz8i4Pkj4ksd6Z9vjCtUL6g/Dg+Dy9ny8ordu3dPqiVcq04U8DxAL7kZPiTeVfjn23/pjYMsDCpWRwMUYLgTc+oY9dTRiU1MTFtpablNT88asac8HtXExIQVFxfb2NiYXP3Ylz5ICxABnaamphQXy+NW4U5VWVllVVU1lkrt2/HJQzs+fiDgQxwjYvVQN8fjdoUyqrGxUXDp5OhY6qwQsD64C7rB4MaHG1AYb7uJhDW3ttiNrJvKt3d3FG8K98WRsVG7nXPXSkrLbXllzXaTe1ZT12C5eQW2sLhs6YMjpY2NLSspKbOSknLbFGwCDG0IsBHfCIDBWLkyKJFK2vDYqF27cd0am5tsJ4FRe2R7+4e2srJheYXFll9ULFfBvf0Dqa6GR8bsVvYd6+nts0Ryz3Ah3NzasfqGJrt9J9fGJydtb99dAlEsnSqsXImBYeaGL8qUrOxs6+rpljsm10ucqLq6elteXpbr59r6ht3Nzbc7Obm6ftrd2U1a/8CQXbueZc0trQJmHI8C7sqVK9bf369zmXMossYnJyz7zm3LLyy01XXAVXBZchUK94A+OdhwV0cHAcyNm1lZgqG0s7i4JFCUn58vOMSYMr8AVrSPug/AiRqK+c38yC8ssOtZN627t9fGpyasvaPTsm7dtstXrllNbb11dvVY38CQFRWX2SsXLtmly1fsbl6u+l1QXGTFpSXqw40bN6SiwvWOdoGmuAG+8sormt+4yKJqYn7eq6ywS1cu28+/8Av2kZdetOs3btjNrGy7fiPLrt3IspdfuWiFhYVyo2W+A2E3NjYNpSIw9+7dXIE4XA25Nure2Q6uiEsLi9bS2Gy5d+/a7du3lUrLyjQeW9vbtr1z6hq4sLBkbW0dVlRUYnfv5lnO3Txd90defNk6Orrl7ojrKn2g7ygaUQHW1NRo/jKe3d09tra2rphejOlTwAeYE1N9OQgi5zjuK3l8Gwi7k9i1rZ1tuS0WFBVKPXjh0kXr6u1RTC5XiHkO/H7llQvqG2O1hbotc53bAmwoQoMybMcSyR3bTe7Y5vaGra6vSBkIVNvZ2RTgQkkXFGanqjzgkCeORSW3uRncYrluIJor0Hx+cpzXw7muvCL3YzIQK6a+ciDFc+DPJWXaRm0Y60t82+EXzw3JwU0cxlAHyZ+tvWTSBvsHrL62zhbmFuwQKBM9d/4+OIqBKu9PvB6O9zrjsIdtP47cARDbvG+9TMdFqi6BMdyYI3dmB1wBGAUXZx0TtelteO51xq+ZfYDfgYEBzdsAsNf0fYN7Oe/jzs5Oqfa4Fo6nf+TeZ8pRQvI+oR5A7+FhcBX04/0cPjuQosyT18c+tkk8CwBqgDTPg5/H96pUVgCqk2OlVx8+CNvHx/bkwYl9NPoM1BLMigVvf27g6nvffztabv1d+/o/vKngv6ioMKbiRh3GFPCBMgxAwBbHkTAaCexOTKt//NZbP/YfpR++846CsBOUHXDlKisHV/4ZcOUugp4DrkhhFcHPyyjFoKSv9AlDEKAhhcYv/bGMXgxEwAgr5wGtUA8R1woXpf/thdGMCspBk8Mrh0rvB1SdPYZz4+onh0le5/POvX7adGDl18Nn4NWV0q0MvHJYdTbHZRAgQKwrh1YOsBgrDHYUNUBC3JuACkAJwCDjTJkrZbgPgAZyYAOGOfcFNy/uB8oqV1w5uCJuENsALfahknNA4zDGFUG4klEvRj2qqw/DH88Y4AdYAdDwsWeMHErF4RP3CtgEmOJY0lOQKlJZOcTSudE5T8GrOMiKgBXtOfTifO4H94Zt5gD3m/sDsOKdQVBx3jXP+gNmc8+BolwLc6lr8pekxGJBAJRK7GN+MG+qex/KvZBnmONxpcONDrgDdNd76fc+G6BVFPMOUOXvs7j6ijLebZ4zrv7ZFVq86zgf+ATsZkEHFGLMO+JMbR7+nmA4/blUsik4BShm/Okbfarte6RjUCy2j31Mzw7vLupmrEiu8nJ45n1ykAWUA1IB7VFgkbhu4BdKLA8c/6wxPi87H4HzETgfgQ/KCACuCIiuIOUCOsf6tdqNKDeMMUoBC3l5eQI9GN/HJ7g4PJSLoYMrX5mQf5T5ZZd/sFFdeSJOU2VlhYxIYlsBkXBpa2vrtLq6BkskUpnA6UAqgAjwZmRkxPhMwijErRAjHcjgfacu+gVcq66utWRyT9Dq8PBYsa1Q2Bwc8Kv4oXIgBddTU1urgNi4FMoVMbNq4tOKKzc8yDEgCP7u4GpsYtzSxLA6SCvfTSassqpawGFictqWlldl+BcVl9rs3II+A7RmZuasENiUX2iAQWJwMeYow4AdGEIYTyRUaACdiupKu3U722bmZix9cGgpuQQeSmVVXFpueYVFtrK6bsnUvu3uJgVYbty8ZQAs+kGibcAVAKant1d9DrGsQiyb9P4pEMIoI2E4YayipFIcseoqAbq1jXXBE5Q5wAKugbYuXrqiNoBkW9u7tptIGWNx7fpNKywsss2NDYHRtrY2gSMMPq4RcMXcAFbl5N5VQlF3mA4Bql1lRZ/oD/0iUY5x7nN3cHBAY0j9AAvmCoo1oBFQCqBAWyicUMcBVJkTXk6w9ouXLynQP7BkN7lrG5tb1tDYbIznwOCwbWyGa1tcWrF7FVX2Cx95UeBqeHREKsD1zQ21B0QCwALQuL+0T3yrO3fuSPUHsKKcMZycmrTa+joFQS8oLrSe3vvW1z9oQ8Oj1tbeadeu33gKXHEezwcQFtdCArmTeEYuX74sZZfA0sKilRaXWPbNW9bZ0Sm1WVVVlQFIgbf0ieeHRIwtgOrt23f1LLW2tltdfaOu+xdeeNHaO7oy8Ie6gYSAKtSR9IHEtV27di1TN88fgCAOq7hvGOeUx/c5vCKPHyNQlkzY7Pyc5RXkGy6LjDXuwQC/ja1N3T/GhHuJuzGA+8UXX9Q95l3Ce4PxYcxxHS4rKxVsW15ekrqGlUkHhgassrrKqmurbXJ60kZGhq2hod7Ky8sM5ePgYL8UaqioAFAOoVCwtba2WF1drRFIH5jY19cvpSMxtFCdolzFdRHXWFRp1AGoYnthYU7H8MMBCbdCjmebcfBn0ec+899BbnzuUx/Jg8AD5QTHItjF+Q5xyPkMhPE8lFH3vmKv4c6aStB+ONbbj+ecQ6JPDnS8bt9HDpDxdvw4zynnGD6jgPXPACqHVg6rpCqLAJaDK8YJGOh9cADk9ajeSK3FPvXn6ECrefIMAZN57wJ7/fuGdzBlVVUVgqjU4fV6X8nn5ufk/n3r1i3Nf5RafFd4m36On++ACpWvf7dwjH+/AGxxRy8vK5E7K/DKwZXnHAu4enQccoCVJ0AWCXCF0sqVWs/VVfBr33hTiqu33/6hfeozr2tJeYwpN+4AAyTAEIYU5WzLTfD3PisjmhgwqAu++723Bb9wnflRf996IwRtZ9VBV1gBqUiotjzhdgiwOgutAFcYjPTRoRVGJUYf4ARQ4vFwMGpRZODeA7QCMBHLCYiDuyBKqzhkctjjICgOpM7Cpvi+Z23H6/L6ztbxk3z+cfU5rDoLrvhMGwRqJye4Oi6BKK9IqM5QW3liH8oXjHOAldLVWfs/L09r/DDGHWgCKgAXxC4i4DSwwUEVgMoBFrkrZQCLqGgAEA6nyD05wHKghYuVq64cugBGACQOrjDqgQMfNqOdZ+2vPv9VKZ0YN1RI/fO/prEkjhKrPuKWNjD/a4KBKJhQDOGCSZwp7gP3zt33eFZIjLNDKV/Zkc8ZqPXkDzLuhA4RUVtxj7m/QLVf/i+fluKJ5/S9FJj+nuDds7r3cT2v9JH+00f6iksewIprwE2Q+FLEmaKMeQC4+cSf/q3UVr/9BwFcuRIzrqxirgCmMulM3Ku4iyDvEwdInAdYcpUmUJd3yNEv/pGUcAXNaQFjnjNiy6FaZHVE3k9/8um/s4e/8idW2n6ooPT0G/DG2PEepf+8r6if8SPRrif6yntXfX7tUwJVwCvcBQWv/vorAnaKd/U3X/fhPM/PR+B8BM5H4AM7AiitHF4FgBUCy/LPP8oa3JlQLGDgAVNQqzQ1NQlQSOV08sAI8P7RJ6/aq4+Il3X6D3LmV15WPYpiXxFUnDpRZWCkYxysrKzZvXuVNjQ0Yicnj+zBg7CyICAKcEWbQDPao78Y2BigUkrt72fUWRyPER1cAqsFbYBWKLrigdkBBriIYWBevXrVqqurBK5QXDm4chfIuEHhhgbGBcYHoArVEXBlYmpSaivA1cHRoSX3ktbY3CJwNTo2YdMzc1I9oZopv1dpVTV1VlmFMqXa8vIKrLa2XgoNwBrXAATA8Ae0AHNIAKGllWXLzc8zlCYAo7CiYNr29vdtfWPDylDcAMFW1uQmuL6+KaBy6fJVyy8o0jbtl5VXSBGVfTvHhkaG7eAIt0KgFcqNAIgwlDEAMfocFvEZdQpGPaovABbKL1Rh9NtjNwE2UObcvnPXqqpr5dLY3NJuZeWVAlolJaUZmITbI4AFoARIUorAFdeJ6glXwbjyhr5hLApWRdAKYOWJawGwASaBRsw3DFDUE0AN+gqgYlxRR9y8eVNzinhXrrgiztSVa1et536voaYDRiaSKSnXAH5d3b1SkQHktncS1tTcZi+9/IpgCscDu1DIAX25lzk5ObqftA8copz+sQ+I4tCI85hXrN5HMPT1zU3b2grgb25+0W5m3ZKB7W6j9JnnAWhEnVwbY8j1Ug6kSe4Sb2zOSoqKraG2Xq62XCfQjvaBXpwLGFpfX7P6+ga7cSPLurt7pQQEPOJ+2tLaLmVZR2e3oR6jDp5jIBkKLp4rwDLj7M/uhQsX9MyjSCHmGDDKwRT3lG1glt9fB1WUeTk55wK/dpK71tndZXfu5tjo+JjitPFMoM6bnZtTn+gX8AG3XcAVyjbeI6j7gGqANsaPucfKjllZtxR7DYiOCrKhqdluZN2yCxcvWXFJmdXU1FlNTa2VlZXb1avX7PbtW3Jn9WsBDAGzCgryrLy81JqbmzQmzCtARklJseIFDg72KVbdlSuXLD8/V6AKwIS6tbGhzvJyc6yiokxx2Yh9V1iYr7iAo6PDmts8f8x5nsmnnssogDpwivpwf0TdSuD62tpqa2ys16IMjPHZOvhM4nmiTrY9397ctMX5BaXEzq7gMfv3Uru2vbUul2nuF2lrc82IGcZ9itcHkKQsHYE338c7lDZRbLFNm9Tj7fNZ++V+ty/3R6BVxiWQ/UenboqAv4b6WhsfG1F9BI/3NqiL7Xiibv/Mwhm8e4mZyDwGMPMDB98bzG++a4CNjL33ifyEOFhRvYA05lUGXKVSGcDlQIrvk3AeMSIPlE6/YwIQoz6O5zhiHrKCaM6dbFteWlC5H0/+MAOujgWpBKoiePXRRw/tY48fBRfCGLgCYD03xRWueLgiEecKgwjDEziFwQekAFB54rOXYxjijoMKAKPpq1//tn3/B29LdfXOu+9qm/zsH+oK2iMY+zNXEoxWEaRfuC16XCvcbYBW7iIIuKIPGH/0NxPXKlJ+YIQDVFAV4eKGUYmrTk5dSsAKA9PBFVAnDoYcKMWBlJd5Ht/3rG2v04//5+bx/p0FYWfBlbfNcXF4BZAirhWgqqj14J/AKxRXlKMocXdBzqE+3CwBCYw5RjYgA+gBsGKcUUdhhAscRqvT8RlwRRkJsAh4igMq4EMcXA0uBNUVx8xs/Re1SRsOUWgXlzSHY/QFaMFc+TD+/dGff9GmN39Dq/LhOgdUIeg5q/ShkGPFvv+Yvah7SuylC0UbArksSoDbGol7jtsbYIgxB/YCi4BGQDCHXDxTQCzuB0AR8MV9oRx11Z98+ksCiD9KWfVe9+fdd9+VmpJ3EACHemmfftAe2/SLuUHbKERd9YnaCoDFOwn3Pd4P/m5w5RIwyuEQOe+MeKIsrnoCHrnaiXkM1AVKMZ43K3e0Ymfz8KtW1HKg56qq54HKUIlRRv9xY/2Lz75u9f2PBK6AxwR1Zw7zfDCfgX4k+hLvH9uCZ5ELIXOd54+4VryrqRclG59xG2Rl2B/npv1e43++/3wEzkfgfAR+FiMACAJYeUIZhfHPKl3E5mlqblZsG4w8VBgEFMflDuMUUMSqfY9YXVArDLKCEW4JwTXBl+MGWj2K4l6xDeQALmHkYmAPD49aVVW1bW1u26NHT+zk5IGAFvVjCGB4AjWAXMArlBSoV6gD+EA5BoaDKwxT4ihtbRH8PbgKYsji7oGBzX5gHC4ht2/fsZrqGksmEnITBF5xLQ9PQpwrKcYihZVvE8Ad4yJ9mA4GdE6OTU5NWQqV0kFaCfc5jF9c9MbHJ6U0wsWstOyejY1P2tQ0MYPmbGJiyiZRZC2tSHkGSKGvqMYAChjfGFRAK/KFxQWBMsEc3OcO0kYQegDW5vamlZaXa1VBVFX76QNbXV23gsJiATRgEq56qHcGh0a0CiEKqLX1dTtALSa1EkAIUBWUTG48ujG5jwsXAaYXF6yuoV59Qe0ClEHdsrG5qbhIqJJeevmC2m5sarHmljaphVrb2q2pudWGR1gFLrjkAUJx1UNxhdKKOZFMpaRYQlXDtQLsMLo9flbcbRBjkv4xb91dcH+f+Ezb6hNqqpdffllwClDhkIj2GVfmGIoK5pQrrtgH4My6lW0VVZWKyYV6anVt3apr6qRUYwxxgSShKkORhBtfZ3enXNkEuxK7uod5efmWm5cb3D53cDsLK2YCmzB0eSZok3IUP8SQQu3V0NgoIAm4wtUScHUr+7bdvRsgGOfwHLmyyeEX5TyjXCvKNoK/b29uaWGFhbl524lWC8R9kucLgAbAo/2xsXH1Cbi5vLxqOzv0KyHVHIqvly9ckuIquBXuCCpfvXZVcDCAQWJkcc6u9XR328WLwbWRlTYBGEAoBz7x3MEVOccAPNjPZ3LOJYj76vq6ld0rt4qqKqnyUFmxMMPVa9esf3BAAJDrAOChtANGcP8BkZQxRpRrrLe2tHDAjRs3pX5EpQmEXN/YMuYtc7iwqETPKc/S+vqGlFSvvPKStbQ0WzKKY7W8AoTMFWiam5tVO0vLy1J3Zd26JcUWMMmBUlbWDcVbY0EAVrMEuqDIYhGGq1cvW1l5qVYeJM4gce5QcgnK/pig7YK4+3u2uroiVVhRUaF1dXVqVVhAW1lpia2vrQi+ODzy5zr+WWDsMC0o1dXZaUWFRVogY35uXquZ7u5s29josFVVViim2yyruQ72K85deVmpNdTX2cL8nBFbbYRFPeprdQ3d3Z1yx+Td6cotPbf7KcHwoaEB6+3ptvGxUfWT+877h/7wQwrXBTQnDh6Ajm1iqaFsAmixYu3NrBu6Zn9/MWbhHRYAE+U+z+LlgCu+P3gX8d4FVvG+PTzEdf7QUqk9qbI4h/4DlcI1BIWZVo49YsGQNb0La6qrbR9F8RHfFeH7AhiFKz1tOZyiTNtSZgGrIjVXbCXFjvY2y72bYyvLS1EMxhDMHXDFQiEorp48CO6Bj0+O/qniKgrenvkh6eHx8wNXxLcCJKGawvgDUuEK5m4swCoHWK7EIsdgRN3AOcSW+asvfFVxsohZhQHKCoXkz/pjxUGM27PgSsHYX/9mJig78MrdA+MugijA6Cc50ArjDsMZ4xIlA8Y1hi4uOQRbB1xhwLtiArc3wFUc8LB9NsWB1I/bx3Hx/fHP8W2HT66M4pz4/ngdZ7f93Hjux5wFV3FgFd9GZUZ85UR13wAAIABJREFULwK0A/TOKq4AWoAtjsFdEGgFwGIVRgx1VB8Y8kAolDmAK9wEAVeooxh79rmrJkoSjHM+exn3CfiA6sqVVeTAK4AEqiGHV5Mbr6lu7iVt0aaDK+qmTmAYcwB4ihvqh+3vnXfetdd+5680diiRACu4wxKDCVBFIsbZ/3tzXgH3yYFbJLaJycQ5LFaA+xtuea7eAiq6Sov7KyXXzm8qFhX3CmUU+wFeKKRwV3tef7w5vv3m9wSngJKf/9tv6F3zh5/8W8EtD0YOvHJ3OVzyADv+DmNeZKBVFLMKOAQAIjF3mI8kPrPPlU4OtKTSeu1TglCopXAHZEyBfajZuH7AHjCPOQrI4/2DCo35irsgkA2QyJi/XLguNRbH4bYpN8tfDG6v3i+HV4Jo0TPnzx4wjvftn0WrHf7lX39F4w60Q6WKwu3873wEzkfgfAQ+yCPgwMpzhz+tra0yuqZnZzLub5vbW1ZVXS3Qg4FPfCr+EY+7IaBKcjdBwJXDK47x4/ZTe9bR1m4NdfVGzB3y7s4uqZ1wOcT9kH6QgGUoJTA6gVOAKwzPqopKqUlWVlft6CS4ELIfg93B1fb2bgZcjY1N2K1bt62+vtFQIWGgenwpFEip5J7aB1wR48qVY1yPDIQIXsUNDiAJxhggATi1t0dAc4LzHqgf1TW1lpOTa/PzizY7O2/Z2XfkDknbBE5XnKs0bou4AR6GsnRaRi+Kq+zsbAGNOLhCVVVUUiy1ydzCvJRWwB7aBRoAvHB3QTFAOWW4JxKfCJjloAU3QlwMyWkbZRoxWQjMjlGGQRlXP2QM2/2UDFLc+EgozZpaWhTLCvc5YE5QH7XahYuXrfd+v5Q6QAzuDcnVTkBHtplrKN/iiiv2UT/QCkXbwtJiBmoBm3TNMSNeRnuk1qCvgh/JhEAD8dGAlAAi3OJwFQMIevu4CAF+UCfFwRUKpIrKKl0H8A/lGBDj4sXLiqG2toZ6KwAdB1cvnlFcoZ4C8qFM4zrYZv5y3cBg7hX9QvlEGTCF/agSgXn0G1iytZ3QuM7OL0oJBWgSlNrcNFbG5LqAscAqzndww3jzeWtzS+Bqk+DvU9MK8A7IJBYc10MMK+YpsBeVFW6eDU0tAjiorbinccUVsb1QoG1sb0pxR4wpoOTm1q4AF8czNqyCyTymvwsL85Zg9cNISaVg5VEMKwdY2hcL3I56yF3p5I6XSNjI6ITijAFHAb4AJfU5ui+Mgc8zxgFFIBCwb6BfKjhi0/lc5FhgNvMPgEk5cxUVHdeIsq6jg9U9cUELSrap6Sm5JrJyKe9EoDEgGhdOFktgLmyjPkwlrbu3R6o9XAalJEylMuAdWAqwpDzBs5BMZMYSRSNugri+bWwSd20no0RirjPHSafznjKUmSwCsSDX466uHrle875pa2u369dv2MT4aKaeAG5OY1rxmfcIzxeJseD5Li4psZu3smxiasL29W5L2dDwiBScXHP5vQpBvta2Disrv2eXL/MslQrssSptdW2NnmPqGBga1DuLdkiJ3YQNjwwLPFbX1FhZebndzc3T+bz7Uehy7Ywf70SUkzy77gqLqyvPEc8V7rXc55IyFoPolDs6AIrvBd6hrKB6v69P7t3tnR0Bhu/tadXXQ97D+4fW1NBsxQUltr66ofcz9xK3a9y7Afze7+BuTuzHtL5PGHMS7sO3srOlngOSaUXbgyPl3B+Aqc8l6jpWAHhWVAw/vtBXEnOCY4nH1tjYovu5urqh70T/PlJQelRjxCTcSyh/dHyQcQnku4vvXL6PPYXv4+eouMJdD7c94lShdHAoJOMvglaUYRCiZABqsQ9whaH4u3/0hQhcfU2qq/f6ZwmYRRwsXLs8nlXcPdDhFdDKA7I7vPJVBB1aYcRh0GHwYXwCTQAbGJGAEIzM//k/DMrlDSDzkbzVTDB2hz6AHd/2HJj0kyY/lzwOo+Kgybd/FuCKfjjQYhtQh+qMMgAF8ApQ5S6DHu+K8sslm3IPBFqhtCJGFqACmIkxDTTyWElr6d/JKHMw0rkHwCoMd0AWuQBWBJq4Txj47sIWj2tFG5QDrygHiADFgGOoVxwK0I7qjeJcARtQnPy0Sp/3mrMf9P1vfecHem6JA3WlbEuAintIvCUUVsQtI7YS8JZnAPDCswGwIsftzffznBAkvXvq1M0QsMh9AWrV9T/SXECZhdKLmGUklEesgPez/kPVieKItnk/udoK2A64IvGOYI4AhBwOObRytZMDLMr9GOAV851zgXSMHeMFfCLeFXMQeIp6yuc5OckD1TNXmdeotfx8FFk8NzxDHEvbtEt7gDZP9N1dHXnvxn9E0LX+/mf1/sVVlh8QiP2Hcvb873wEzkfgfAQ+yCMACHJo5TlGC+oZYv5geKE0IRgywbJLy0pVjhoFwwaQwz/IcUgVB1f+j/NHX30c/UP9wIBDczOzVl1ZJWhVUX7PUIFItSXl1iP9g84/8xh2GL0EfcZYoAwDoLO9w3Lu5NhgZAjF3TpQzhBQGjCF4goog2GblZUtwAQoIm1ubFtRYbFV3Kuy3e1dOzo4VHJwdRZaYTDwC7n/Ss6v/L293XbzZpaNjIzpV3nUAIwfbmrZ2bczoIrA68QMAhCgsiL2FAYlAeRJbGMEYWBhIAOgUAoBJxxcydBL4YLYZNdv3rCOrk5LRu0BcjDoUD65UosyjPS6+iYprnDvWlvflFEOsHJ4lUqlM2ovYBwGLEax52e3e7q7rLW9TUY7yrLdZFIqrqvXbhhtAMe6e+4LfuAOubq2YclkSsYYfSJJVRXFmMKdC3c+5hwwiX2M4dLqimJ54QKG0UnZXiqczzZqCndTcshGX9kGhExPT0k15TAIMIHxi/sW8auYvyTKKWO+u1FJMG3Gs7CoWAY6aiqupaKyWiDDlUiAHsBOBly99LLGBhUQIAJwBWDMzrkjVza2ub+0y73lfgGuUDtR5vAKUAuMQt0IrBQI2k3azOy8grTzTPBsAKUAVrjj4c4EiOEa4vBK21vbtr66Zl0dnZZz+45l3byl2Gq5ufl24cIlI8fwZp62tXXYK69clEqO+eLgimsEThCEnvu8s7tr65vrBsB55eIFxeLimDAewK4QbJ5rRNWFugjljMMpcgdWgMYAG0PMKI8dRb4biyFFwHPcbFFC4eYKlC0uLrU7d+7aiy++LDiM4snvLQHnUQZeuHxJsbDk7hmNM8cAKrnvzD9ACWUOrgB7l69ct86ubtuNuZfOL8wL5HhMLZSWgA3ALW6FKwDNKIB8a3u7Xbt53UbHRi0VzW1cnYHxPN9AFz0LqaTcUXm2L1+9IsDjY5CKgq1LEXkGWjm8Up7GZfhA9xBQD9Dj3cJ7pbv7vl29ctWGhwYysAvoBaSOp/i75iB9oJVZPY4fixMQU+/g8NgSyX3NAVyfUVMCd3jucVEuLCyR+yWu2KyaiPKQH0AAt0AlgAzvMp5hoDGLAwAVl1dXpLLs6u6269dvyvU1KKqSArvcJ55TfphAOYn6l8Szw3cTKjwAKm6jAF+AOOCKtlB4opxsammWKy9KztLyMltdW7X03r4d8ePB3oHV1zZYaVGZbW8RD/FIqlTmWPbtu6qDPu/v4554qHmCWhg3b1zdWVzkbl6BXb5yxdpamzXOfKcc7Kdtc31TQe55noFv9A9YTd8Yc+pLpw8EnPlu5Z2Iez5x0nJzC6ygoMjW1jbtCNf3A1wMj7RS6PTkhA0N9GnV0smJMakSuZ98dz18GMCV/2jkIOvR81JcESfnm9/6jlaqwvAHTgEnyIFC/8RY+v3ggsN+IBeKKwxGDCfO//uvfst+8PYPtWrYW9/9wTP/byKAO+06tCK2FUoBB1bKIxdBVhB0aEU8F1dU0D59w8DDGMXgw/gDmKByWEj8V7tdk5RSCMUVagcMR6ANAMdhVdxV0IGTAyvO8+33k3O+1+vgykGV5xzz0yav2+vyz9TngIrct9mv6/1IuF6ulYTqCmDhca1Qjji0QoEFuMLVjLhWqK44HsUOajbcsBhr4CAwihwXQSlxdv+rgBTHsQ9ohfFOngFYEWhiP2AROOXgihylFYDEoRbHUHccXAmYRXGWqIf2mAPMR+bRh/UPAA00bBp6Yq8UruseAlgAWEApVHTxxD3lOFwGURIRB65l5KOKIcW4AzSZB1mVu0oosnBxA2KhhAMqeo6ysXPyl+xPP/2lf5Xh550DQOf94FAb6INaineEwycHVw6teGcArhg3Tw6wHF75scxNICCLPDBezFGUVZzn5wCxBLCIWxXFruJ9BAQEKHIfAF8EnmceM385l7bom6uq6LNDN895H7ubNj8koHrlWv1HBN7FgCsUaOd/5yNwPgLnI/BBHgFg1eNYgHZAFnAIo514MBhnGC78Qt19v0dKEH7l5p9vfgXHTcOVVP6rLjmgytVWp+UP9A81caSIl9LW0mp5d3OtubFJ/9wHF70A0ugDRiTAChBDe/yjT9nJ8bGtraxaZUWFYj0B1/hnn/5gvGPUEzcKowLAgAphcmpGZQSAn5qasYW5Revq6LbcnDwryC20/vv9trq8on48PH5gD46DO4bDq+DmEdRXDq4AJ8SRIT4OMXDGxydkRKEcImZQaWmZLSwQK+VEaqr+/kEZ2BghqDmAXfSxp+e+YWii8gDqACRQ4mBMo7wBrGDsso+4Wqgg7ubnWW5BnvXevy/1AdfOGKHiAITwGdUVLlu4JrKaISv8oaLBVZDg6SOj41JIYXTupXBFRAURlBxxaOXgCkOX1N7WKuNwcHjINlCEbG3KeMWIJZ4XQGxmdkFtArNQxgAFiMVEn7hXDgm4JlwEMeJdCcW1Mv+YdygoWKUP4AOAwcjnHI1FLIC8G/AOsnA1a2xssPJ792S8ch5QiHtDW4Arh2QAJMoAnrTNHAMyDAz029Vr162r+76UR7iPoTrawZVsHZfIhBRKDpWamlrt5QsXraO769RVMJmQQY6hjOoKZQggjTZQdHGfmd8ADIdWwCdUVCiuML63tgMMAgih7InHuKIunhEgF1COMQYMUBfj5XXu7uzaUP+glZWUWm11jY0SqH9pRRAVoIsykFUEAapA3kuXrsgl0sHVVsxVEDUWYHJrh5X3tqR0eenCy1pxEcUV8Iq0vbOrZ5b5iEsk9x5YBbxyKONug0ArIJbKPY+AlR+7u7tlE5OTmsfABOZVfX2TVJTAA67h0qUQjJ4x4PoZS8AVqzSy0icqqIRW+AvwkP3MO1RhrnpjDHgWgXNXrl43lEvUxT0jcVxW9i2BD+LMAW+5XsAmUA9l3sDQkAAJ0LW84p6trK5YIgKWtMl4AGGY58xlADSAh5hmuN4ScJ7rJqE688DqzG9/DuPbB+mguAJSkVCboqDDDZl3CwsHEJsLcMWzwrn+XPOsu8pSqq2DAwEVYMp+Om1NrS263snpKYErViUlMQdY7ZL3CJ+BZihJ29s7Be1nZqbluosijTHCnZO4ZK6C4h4B6CurqvS8cBzxAXFx5j1NXDJcEFGCokIizuHVK1eM7x+eHe5F5nnd37PBkWHdZ74PuF88G4AmnoHqmmoBVu4XoLG3734AhIMDdgg4Sh/YXnLfqitrrCCvUG7rKGJ53plnzHlgst476bRWieztvW8VFVXW2dmtdzmLJzAHiNfX2dFmB5HiisD2TQ2N+r7ivUziXcO1A05dZcV4oBTj+njuAdKs1EqsOcAYzz/xGlGHbW9uW09XrzXWN1pnR4c1NjRYWWmZDQ4M6N56IHZyB1fk/Pjy8MHR83EVRPWEawluVriaAIT4JR/DSEYSv/JHv/S7eyBgi2M43tVWgCviDLFU+xe//I/29g/fkdvWs1wF3/rO96W4wk0wo7T68jcVowiVVTy2lSuuyHEHog/0kRyDDiUEIAXDD6MRQxIlA8oQIA0ughjuwBlcolAcOfgB6jj0ISe9H0B19hg/l9zrJo+XP8/teBs/btshloMs+uAgi3FAZUOw9bi7IONEnCvcAgFX//uFKcE/YvdgGGMk+zhjcGN8xwNo49KHwe7QysEVOQmjnvOBBbie4ZLmwAqVlbuooVABFLAPCAm4wt0KpRZtcp/jQdqBC8yLT3/29Q/y/+r/4n37wpf+QWPL/CeWG7AJOEUCmgCyUF8BrQAoQCsAL26FwEsCn6OeYqwBmyi2NCe6TgSmgFUeJJ3j2EahRTyn8dVft8987vm5Cv6kgwUAR5EJXHXI4/Gp/D3hEMpVVuTMRxIA1Ocmc5v3SgaIR4CJcWEseacQEwyoKjfJnd8UMGd+U6egFfGrHn9CYJf7AexC6cZYo1ZjH8cBvjiHvtEefY27CDp8430X/zGBZ5E5z/uYa+b5JA7gueLqJ50558efj8D5CPysR4AYV56AWIArPvNLMIYmxh6/hrNqHkYqxgLQgV/KMUBOjo/s1SdhBUH9gxwt0+0KK8AP/zyTB4D1yHAHRHWFm2BPV7fyjNrqQQBpGE0AG8AN/8DzCzSGA//cy5Xw6Njm5+b0C3pNbY3+2efXbIwCXMNwgcKYHRwclgsfyoPe3j4ZGkCm5sYWGx0YsamxSauvrrfG2nq5NeHageLqgeJ3hdUD3TVDebRUOUozVrICbgCuUFIRvJlf0gEIADTiBwHNPBHMmj7wyzwrCaLAIhYXxg/9xOjDkOVc1AW4rmHE8JlA11IppPdtJ7EjpRnqBZQbHEebGD38So/ChTJW08NIxgjHuEQtRD+BWHn5hVKHEMeHlfIUy+XgIGMgY8x6ckMZuECA5eHhoUyAeNxzKior5YqIQmVnlwDme4rHhCGHix1KlLz8fLt3r1xAz2OWAY5IzCMgKdAN6FhWXqZV81BQ4BaJugwXIgAXxigQSiqFKJizG+H0k21X77S3t0kN11DfoDhQzB8MxkJiZi0FBRfqJMYNSMS4YRzTH9phLgHjGC9UJQQmJ7W1tstYZUVIVH2AKwAPRutHXnxJIAeFGEpFlDfE58Jg5zp4jmiT+t1VkGDQwBCMbU/0CRVVUFydqp5Q9gCuGCfmCvUwNwAvgBCuEWOYcp4V2sLFCeMZtdW1K1elVtyM+j09PSt1C4qlxcVlKf8AHVw3gfWJw4bBzH0lZyVK3CGBFqj5gC0Ekr9w6YKVlgNoNiJoFZRL3DOgGioZ5iKub6hoNjfXg/oqWmXQAZarsRzaOOgC3hAAvbGpSeBqfGLKHKahjkH5dv9+v12+fEXPDgCPsaRNgAlB9nmXcT8AGbzHmEeAD541vweUo7ginhjxvK5cvaF6GU8/R8H8b2VlVjFExcUcaGxqtqys25rzLCpAwk0OtRGrgdIu852+8QzQJvMQGIKrIGMJZAPWjoyOhHhukdqK638aVJ0umuDQFuiEGog5yVgAO3jHlJdXyE0acDU00C/wFYdWT4ErFpc4CIHKBbIP0nrHAuq4joOjowyk6unt0zxhvgB53PUYxR6xA1HYoeAkfh7gqrGlSc/BcrQoB4AeqNnW3q79QDKgEqouoD7zv6Ojzfb396RIIpYb7wieUd6FAB8pcOnv0aEC9QP9cEcMCqZwLdzn8YkJm5qZVv2Hx0eC/5euXra29jYpeA/2Dyy5m7KK8krLzy2wjfUtKcsOj04E43ke+A4ChNEu34FFRcWCdMw93t0HB8d6z9JHXMgVAwsV1da2lMUDff06n74DppkD1EN9zAGeFeYi7x3mCm2trLDwQplW9txNEM/xge2n0oJWNVV1Nj+3oDnF/CQeZRmq0fVVfefyfUy8SYdXDrOePH5OroLffOM7cu/DTRC1AgYQxhAGkv/qL2MpCtLOfpQtuAmeBVeAJVYRQyH1pde/Jbctd91CYUXijzJcBQFYqK6IX+OrB7KNasZXEgRYEZydQMS0iZEGtIqrKIBWGIAYgriTATxQRRCXieDUGNa4SAGxAD1xkOOwycHSWSj1fj/7+Q6SaIOy+Pl+zD839zbeT04//HrJPa4XUA8oVdiczsS68pUGAVeoQ3AR5DiuASDF/UURgsqKhEKE8QZcYcDjSkUQbVdY4SJFcsDkqiuMe4x1lCioVlxlRe7gCmDlyivqBUa66orzXHXlMIz6mKeAiw9jnKu40QEQZqxr+x7Z/Zlf0bMgcBVBK54FlFe4rTGHHGCh1GLcATGMNfeXBReAIYw3MBElFoAK1RX3ihU6edZQa1H2mc9/Ld6Vn/k28fWA8LwrAO8AIIAQ7wiSK6OYLySpAyN1FNuUcYxDJD4Dkv7zx/8ys4AFwLVt7GNSmzEuADxc/xhvVhJEXYULJc8CQe6BgYA9ICDQkON4ZpjHcWhGu/SRcc/Aq2jVQ+BVHFy54uosuOJdyRic/52PwPkInI/AB3kEgEgOjdgGXBFbyvOj4yM7eXBiGAiZsigQOqDr0SNAE/kDexLFtHLFFXn8114+S4X1GFj2UNALdzviSQGLaF/9eRj+2cagwsBCDYARQABc4NFjANvRieKGsET79taWjHUMS/qJobKxvmHE89lLphS7iiDybOMuhbKKnF/ZceXY2ti0TQKUp/fs4QmqqqC2UgwRXANxESR4LoF0o0S/MfCCgueWdXf3CERg1AL8UFCkcSk5IPgu7h2HhutNYidpqyvrNj05Y2Mj4zY1Mam+7Mtd5VBGzvLSkhRla6trtrK2rLST2FYweGK+MBYYsaw4NTE+ZpMTk7a8uGSpZMpWV1ZtAkXT5JTqxQ0GVxX2rSyvyFAaGh62/v4BrTqH6xXj6mOdlnLjaTdBxoWE8ZzaS9jaxqqNjo9Yz/1u6+zusO7ebhufmpTxiYGa3AtB6oOL0Kx19/YaKyyiXEDFggKM+0OsM+4JCSMWVR+GPsa7uw4BG4BjlA8PDSpoN4CKPtMnxoHk2w7ZyGemp6yupk4r6RUXFllRYaHdqyhXoGuuBSiCkUiQ/8LCQkFA4h2xGh+AIRjW2fbyyxekekD5cO3aDSW2i4pKbXJySvAB1yUCfGNs37qZZR3t7WFebWzIOL52/boADqCROTM+Ni4oCTAjofoBuAJSiN8DRHvhhRcEpLp7euV+hhtWW3uXVEAYx8A+oBWgCqOaMkAA10OQaYAn4NOBH9cK3CKw+/3ePuvvI8B2nV26cNWuXcuylpa2oEZcWBLsIKh6RUWl+oPSCZUKAO6lV16x+sZGXTdwaAY3sJwcuUi1tLXZAvN3Y92IBYXyEEUZ/SRY/uzstDU04OrVKDcyB1Xk2o4FZZcbYSrEQeN+LC4u2N3c3IyyDOMeyEQf2A4gMFfxqriHGPObW0ERhgvZwNBAcN+MQSTGzgPkc34ygdoqobnMtaDUIi4S7xbaADBIcXXrtlXV1NomQe4TKbkKAvpwKV1eWbfZhXmbW1wQvOQ8znfwBUwEPHKvgI/s394J18B9A/ShCGReMwbMbZ5Pn9t8VjrADZCVMcPCBAI/e2kpKtWXuga5RqOkq6mpt4sXLxkB0MMiDCE+li9m4G3QjicFMt9LCYYDRnkeDg4A8YCWtFbVvHkzrMYInFfcvvRhBp4znkdHhwYoQulW31gv4L1EkPHjY80J5iMQZw/1ZDrEruO9Ojs/bzeyblprW6v2oTS939+nMlaS5EcDfScoLteeHRweKb4UCk/UpLiHhx8MDuxAarC0AD1x/ljgoLW9QzAT6ErbB4eHlthNWXnZPYEi5lUa5dnhocDVteu3FK8PqIayrPd+nxbewO2bdnArpM3R0XH9kMEzy1jp3ZtI2sbauhJtSfF1v1cKTMAxrpc82yWlZXpmmbeMD9/DiUQyWtGyTnD0+Pihbaxvq5/MFcAscxLIBewuyM+32ekZKYbDdy8LqBxFbvpBfcV38HNZVRC1FUoFD24MmCKOCkYfhpLDK8r4hR+4BbACXpHjJoiLIMDKwRUQDOUVaqpvv/k9/e/0ne/9QKtdvf12UGJ97Rtv2le+/m378lffUPuorIBVnjuwwhAjoebCSCPJII3FrMHgBI6gxsFQRC1EXCvAC2AGVQkAhuQQJw6V4iApDpp+ku14HQ6U4mXPc9vr9zxet5d57uCKa6eMa/JtVFcADcAe6hqUNaivMLL/ryszgly4CaIQARZyDzCuiTOFwY06xONboYoi4Drjz70AKAG32AZeuQILaEVyiAUEQWkVB1gOrBxkcYxWLdz/7Yzqij4AKmmHuugPsOFPPv139g/nwakF8IAp3Fvc/VD6AHGBVAQIJwdc/U//flBuo9z7nulfFrjiHjLmqIBYoY6V67jPABoS9wcgBsxkrhAInroquk/sLz77lX91W4mYV7wzeJehDOUdBoDieshJzBdXRfl8pIx3CckBF3X83h9/XpDdL+z1r76hOoFTQCzGBhBFYp4SrB1ohSoQsIvaCjdlni3uCYCPY2nXXV1pm345vOLZcoAliBUFaHcVLODK4RXXyPuY9/Dn/ubrxjv2/O98BM5H4HwEPsgjkIFFJ7jxBTc9AFWAUqdqLFRYlDnU8s8PHz4QuAJaCWBFrgkf++gTIwWVVQgO+6oHiX3ySJCLFQY558njxxlo5eCKf7r5B5t4HGzza7GDMALCPzxh5T9c+k6UvD8O2FBlsc+BWOY4FGWouoB00bkcQ50evwpXCldXAeRYadHhlQMsDCd+OcfAxPgCCmBw8es56ZCAwOm0lGW045Ds5PDETo5OFAiYuCoovEgo0DiGnMQ+YNchgOwQ1cK+paPA6fTTQRPGG8f6+RhKXo/XTRmQiDwANCBgSOn9AMIwXDGM3WiNx73xbYzcPVRNB6giMMCSRvydZGpXRieGpyfcfkjpaNXDRDIlFQsGL0bm/l7a0qk99Wtfsb4AXikpYlDFYNxRF25dADASSirvJ3kAmqeGNmUY+8HAT9o+AY43Nm1xfkEx1ZalUNqS+xXuatvbmzL8gEXARpRWJECIFAxNTVIj4QqEe+n42ETGvZMg/1euXLPqaoJFLwh2oUIcGR62kaFhBUBP4l63uSXwgxKKGF7krlhEEUfoJNrzAAAgAElEQVRytyDAAAocjkO5h+sn4ImYPyurazY+MSkwUlVdI9AF7EJ9gvEKDOE8QBGQASiCGyJKPFwzUV+h9AGwZWXdlAInP79IsAp3O5RCrHyI+xOKnZmZWak/rkcrRgJaKnAbbmGlzGy7fuO6ABl9BsgM9Pdbzt0cgQUUc7V1tVZUXGz5efnqI+Op4wb67ObN65aXh8JrXjDU4ZXc4nCNi60kSKwx3F0ZM64XmEZfgHtckwMhABDXDyR76aWXFHAdeMUx3T09AlB5hfly3+vo7MhAQo4RdLt8WS6XgCxWS0QlR4D0l155WeCUOcI1EOuKMQeQEM9qfmFJSjRcZClDnUeA7tHJCSm8cPlDOco9oq9AKvpKm4BGros+Uk4CRuJqxntFrpOJbWMlT55L5rW7VArY8hlwq9VAeV7SesYIEM9qpigCPYZeU1OL1GjDw4M6nnP8PMBXeJ89/Q6gTdROqDiZT0D5oyMHQodyocTNlGcDcBPgVVpzmuvjmeJdyMqngPz6pkbFuVpeCeXATNyhAaz82AB8AcLwziCeFsHciePH+SiqgEw3I+WX+nvAKqLRaqKHx1oxlWD6qEtRSjlM4p0DUEItCDxnfAgATyyxnvu94T1FzKrthNSw5WUVcrWkXcAV6r6r17Ks9/5ARlnW1Nxmt2/n2NIiruDHgna48bFIB/G5BgaGBcx45xKXb2d726Ympwz3ahJx4XAjJWbd0fEDtcECGrh+Mw7+XYJKt7KyWuph4iAeHT6w6ak5xXIDgnd2dmjeM/d5XwCtlxeWBK7C6r5hdVz/7vQfkp4LuOLXeQATShUgFIomjx2FugZ4RQJcAY1wR/FYMr/7R59XQGAMJqAV0ABoRU59KB9YqfBvv/SPUm6gsPr2W98zYlx5+odvfkdB2oFnHuvKFVcot4hrBRTDOKN9V4JhjGLQYegBLoBWGIPVvQ8Fp1g1EFc4gAyG+r/7uWFBGwc6z4I9lP0ksCp+bLw+tmnnbNnz+uzX4Hm8Xsoczvl2/DN95rNA3gtj9n9cnJJqxt29cBfDvYxg7JxPjrKGFcy4Bxj7qEzchYog+BjrQCuUURjtQCXuCeDKFVcAJldeOSjAUEepRSBwh1S0BRjxlQX57HGuaAdYAgzgfgMGHIrRL+YCc/hLX/nwxrlyQ4XnkGDpgBLc+RhH4lehBiKAO66f7CPQOjHNiF2FosohIccBslAuMbZAGsrqBx5ngrPzDDLmwCtUV+R//pdf9i78q+e8Y3iH/FakEmXOAjdJ9NvBETlz0931Xv3/Pqn3IKCe84F3z/p7483v2ac+82WppKiTucicZ34Ccpm3zGtAICsuMr5AK54V5jHPBJAMaOXQjH55/+iHAyyUY666isMr+shzyX0iQD3w//zvfATOR+B8BD7oIwC0AeQ8eRjgEQAIcOXwivhXDoUAV54oCykorgBXQB4HTB7jynMHWIAqEtCK48mfPApth76gugqxsNy1gX+2/R9vyh4/epiBT5wjAEWfOS8CbAJgrE54dKxjBaeiY7ne+GeOeSjXwEMBK9waFdMKF8coObgCYrnqCmML8MCKdPzaDfDA6MBN5ZAl0FGrHQcIBmAiHR8SAP5AOdsBlh1lVGWAJQdOAlfEn5G6C4XRvtoG2AjOpAFNAVT5OUArB1ShLodc+1pqneMDyNoXNEKR5QAI8IMLJLkDLM8Fr9h3lLZ03EUvMhwBYCjKWAIe9RiJMi9HKUbCEEbJQaIdrgMjfC9F/KwA02TAplJSiYXzuV7qDMoqPy/eT+rhczwJYu2FuFyhTYxjgr+HleqAIhjKrljAWJQ75v6+jHTiXlVWVinYNcavQwAMSGKTXbkCvKnSfVc9irm1p2DPqMiSuwkpeNiHYojEnPFtBxnkXu6Ah2McZoQywMaObW/hbheAGzCEOcf5HAMAAXyhCALIAEXcZc4hD4CLfUNDw1KLEatrdXVN28QkWl8nxhcKoV1BPCANai7iaC0tLtn62poNDQ7KhRe4Qv30lfoBNDwPNdUY2rXW3dWlAPRBERWgzczMlDU3N9n9+z1yF/QYTu4auJfcjeZDCNbOYgdcG2AYmIfLIXVjqNMmbXP9XBPlwC1Uc7jKouSh7dn5OcWZys65LcUY+1G30V9cMTkWGIYbKfAR10rUf3kFBZZ9+7ZgC9dKW8CYqqpqrWpIcHgUVsCrxaUVuTC+8JGX5D53Mzvbsm5nS9UDSMTdmbHnntBPVjEEwgEW6QdgDCUesJFy3Gp7ujttZXkx84w4uGJe81zqOQDW7qeiOFgsxrAnd9ZrBE1vblUMM9wGWazi2rXrVldXq9UKgbZxeCWXvtiiDP5OYB7U1tYJsjE/CCC+v3+oZ6G1tf2pBS8AV6ysChzFDRLFFc+UwNVeyuobG6S4wlUQoMVc5TjGn7nMs6d0cKBFQXBPRF3lsa+4J8AsVhjlHezATeqroxPF68MtGYiIigmgRGLRAYBidU2dlHFLy2taAROXTOJhAckBY8Q2Y5xwzSNGGCovXCMHBkcMxdX9vgHbTx8JDuIWTMzAlZW1jCu4g6urV68b8QxxvwbCcW9xeWdFXuL2AeBwIwVc4YpLX1mNlfoGBgcz48D3yMYGq15WKOYX75/DgxMbHBixnJy7Vl/fIDUlcxOQC6Dm2ee98+gh6uaH9uhhUFs5sPLv1OcCrr75xnft6//4psAEIMrhEEYSYMiNJX7dB2pxDMobciAB28S3crUVwCoOsNgGemBUfebzX1XwYAIIYxCS/uoLX5OiA4UWyg4MQWAX9VE/oIw+ofhxF0H6RMLAw6gGYODaBOxA/YHa6j9mL0oBQlwfXARdeQSMcbDEdvwz5XEY9aO246Aofo6Xe71ed7zct/85ebz+Z7XhoMpzP97HgKDzbAOvAFPE68E9ENUNEAN1DuAPRda/z1qQQc99YcxdRYUhjdENLER14tAKSILRDggACMThFTDLlVjk3DvcpRxSufLKwRWwBTcrDH7aQMXi7oLAAbkLPv5ERr2F0Q/Y/NRnXrdnxVb7oP8j/zz7R6wvAoADqQie72AEWEgCAnJveIaAjUAsXyWQ4xn7vMZ9JeAW+3ELRFXF/UF5hVoIpQ/3MKtqVwsgfJDAlY/nO++8a99647v255/5e/vtP4yCt3/8L/UOo/8O4wFCACDeYQD9N7/zfa/iPXMUpfwAgFKUZ+WPP/Ul+90//oJ9/A8+Z196/Zv267/zGYEtABbjy5i5UpDngOSqK79HDrEAWK6+8vex3Ld/679LdcV7mevApfPNt95/n9/zos4POB+B8xE4H4F/oRFwwOMqpDikcjjlEOusCit8fij1FOBKqqtHD+yjbEfqKlRXKKf47LlDLqAQQIi2M/DsASor4myFX4r5RxuQ5KqrEDMruBYG0PVQSrETVFMRWFN/IyDnxzx6gMIqQC6u2a87qK4AblHg+MitgnaOIxfBBw9xnXxadYWhjZGL0YVh6jGmUGyg+pKrh1YgTNvJcdoenBzYyfGBIBFGoYDVCeCKVb34JR1oFBRagDSSYNTRgT0QAMPlMJzvRuvRIdAprIQIpIonABZBfBV4+IDVw4BRKTtMp+yIfSif9vbtWCqvQ/XL66d/MmQjgMVn9tGuq60OokDtGM8yciNgtp/atzSB3lFURW6KgDKBtghSBcgEaErawUHIiZ3lqjDOU6IuIFiUO5RySOXj4HWz/7QMiAUUIzZQwtL7QKpdS0aBrlGqyPURYBatcAZgAiCRYwByXwsKCmX8r61taJU2gv2j3sjPL7Ts7BwF5AdoeCKoO9fhbpCp3QCr4pDKYYuDKXJcglh5keNIHIPSSJ93n159z/vNOZwbjg2KHW1HdYR6qSPAHz+WY7jO0BbBvwEftE8/QvD04LoXrkur7NEOK2EC43YTur7TOuhvAI3E89kiftbGliV2A5Cjfb+uRCIo3YhXRaJNvxfajmI5oSzivgE06S/wSrGnIuVWgGFh3KjbwR3PH4DIVWiUE5tvcWXZpudmFafJY4NRx6nSblWQDRC3tb2l1e1YEIBEbCQgC+MHLCOY//jktE1OzQo8AK2AGoAH1Dxd3b3W1tVpnT3dWmESZQygCpdNFGpAQKAa8A2gAcyiT5ShvgMUAgA72lttcWHuKXAFtHKAq4UUpIoKyqsATw/kCld+r1Lx7Iin19DQFMX3q7ScnNty0yTWmLsYei63wQgA87zvbG9aT0+33GiBuKj/5ubmLZHYU8B36iZ4PfWz4h2rk87Ozkv156uEMsaAp5W1VSspLzXg4ejYmMaSeYGa62ZWlsAeY8+9m5qetsLiIindWM2W81FjspLptRvXdT+8z64UOzw6ltIt69btTLB4QA/AeWBgSO69wKEQWP7I7vf128sXX7Gevt4ArrRKYMKKCksUG2xnJ6HYXIfHQKVRgStcED0IfV1Dk+EmiatfUJoR8/BYbeFGDNimT/SdxRqKS0sE4ZiLXBNB+FllcX5hUSou6s66dcd6enpPf/w4PBRUZpyBhEBBwNVA/7AW+QDWAvl5fwEIUfkCBPlO44cYFFevPjkRwHr6h58Hz8dV8NtvfV+xW1BoYPwAqFBYYSDFf+WnHKMOmIQCCmDF8usAJhLGnifqcuWVq6/8OF99kPNRav23P/0bKbgAYbge4opIP2iLJHef3w/B4ukXxiU5SgSMPQAJ6gVUDLgI4vpEEPaCprQMaSANEAZ44+AGaOQwx3MHST8KVsXL/VjPz+7zOsk5hv3k/tnP+2nzeP3xOmmHz36d5H5sfFtqq8htEnAF7CO+ldwFWw60kiCxsFCpocQSmPzkFwU5gEUoUxTr6vEnBKwYexQ5k+thpTlUJahMcOVzFQqQxKGXu/gBtgBYKFMAVHFwJXe02V+VSxrbGPwOrlB5Aa7cXdCVXBj6zAvm4Yc9zhUuup0Tv6h4Sqh+GDNc2gguzj0EnrDNvWRcCdJPbCsAIftQZwEycbUlJhPqLRRX1MX9ndx4TfCF5xOIwv3mWObKB/kPoAnI+sEPfqhFKYjhRQL4EHvvXwp4ov5C+cUcBVrxLDD/3TURWOXKqzhkdHiVUV79xqf1DmTMeReSA/aB/V/4u298kIf+vG/nI3A+AucjkBkBh0YCRyifHj2WAgq3Qe2LFEwOsTxHifXqq6/aq68+sVdffRygFbBKkOqRygBVqKuUo8Z6FLkVRqqrUxh1IpXVE+JlPXpoTzgONVYU2N3hlf9aTDmufSizHuE2SIpcFskfyJXQg8LzT3w4Xsc9CECMOnAHZJ9AGXBKKy6F82hL7oJRbCvfBmCxvbuDwmTSxsZGlEZGhm1ifNR2tgkej9vhkWAPsCpz7knkghi1QzmwCiPxwUlQewG0jg8P7BjF1lFQZPn52ncEAAsQizxApejY6BzOD/uATSi9AFwoNIIqSfWzUpfcDAFn4Rj6QYqDqnBu2M+2G4wOi3w/57CKVlBSRWqQPdojxlZQQnGsJyAT1+79CuUhjtkpoPL6Ts9nH217PZ6rPFJcxfso1dV+cB8MECu4VjkA2EsBAoLqSwqUPdyxkra5sWatLc12+w6Km1wrLimR61tuflgdML+gwEZGR203ATgC0HhK2h5KriRqq10tWc9+oEwcDrl7XAoXSI5PEc8IyBRiPbFNwHLqYHsvFVzoFPfJV5vzHAVZdF5C8ZuIl4QSa0ftZvb5MZGiCjUNKi5y+sdxAKPQ12iVP/Z5n7S9ayn6pH4F0BX6GO9fItpPXVxTOC60Q3D90+ukvXhin4MsucERMw2gJnh3uvIgbZJCnQGwAUICnAOGAeZCu8R3IxG/KuThXMactjluN7kjqJncS9gu7XE/91PKk7jD+rVrzBOKg0VAdRRIBNDGzQvXQWIVEah9YysAip3dXevu6rbLly5aXx+r0gHxuJ5dxXYT4AQc0ncWHkgE9WFYgTCMFfdcbn0RVPJnL/OcZOY9rrq45aVsaYnVOycEXVEFAXFYLGJyYsxWV5Z03QJVPE+cj9rK40VFAHhrc90GBwesr69fajCAG+ANoDoyMmqdnV3W1tpmrS2tNj83L5e40eFRa2xolOqOlfRY/RWgBqxiEQeCjzc3NdrqyrLeTWtrK1ZTVWX5uXlWVVFptTW1UpvV1Fbb8vKSsaIgsHl8fMzKykvtxs3rVlVVab293QryjxoVeHV0fGwzc7OCQRVVlQJTfX0DWlV2anLGsm5lW3VtrWJnEaidlQwvXrpo1TU1uiYg7AIunHfvGiuALi4tCWgReB93wus3blpvX59ipOE+SAB4VhxlERDGd2eHVUKDGg9oNzo6phhXe/v7An75BfmCpKjPcHvGDRVF2ezcnIATgJR3Cz+AAPAYM4Atarzc3DzFrKOPACpcDoHqQD/ArBS+/ICRAVfhe4bvsPgPRv59S9lzUVx957us8PcdwSdAES6BuAABrZQid8E4uAJGAa8cYjm4otwVVqisHFoBEjwGVhxgYeQCrqgHCOYKKxQQHigewxjDDPdFgBXJY9YALHAZQz2CcQ1sAcQQkwnggurK1VYOieKgh7I4dHq/216X536ef47nP25f/Lj3u019Z491OPVe+Vmg5QCL+u7W70ltlVW5K9DHPtrClQ93TeYGoBCDGyUehjRqK1Q6QAtyYIYnVFKosABXJKmjnvyBjHbuG/CKHCMdKIVbGnGTUPp4AmY50AKOcZ9RXJEAMQIAERwDAtA/lCn0FVDwYf8D7KGgax/7mFRVQCnuJ+MHxGJMAYc8Q7iI4rIJEAQUEmQcEEVcJqAVyi3uBdCKe01dAGNUkLwbUAUBLnmGz/+ePQK4HP7Jp7+UeZZcZcUzwDYKNt8md+UVqjjmNbBY7+Yz8a54p6Ji/VEujc/uzXnp+Qicj8D5CPzrjYDgVBTzybc9lwsf8adiyVVNAKwnT57YkycArJCAVmwrblWkwEJV5e6BDq4yyqsoeDv/SPNP9lOrE0bugb6P/fzj7f98h8+RKgt11qNTtz61F7ktclwAXadA6nGk5noWGHNIxHlsZwBXbHVE4I7DI1xWgvF06sbn+04Ekp4NrhwScSztkIcU6j6JQBZAyOtzqOTH++fTugJ4CscHIOb7jgBVEaBSLpAVXAM5BgDkbflxlMX3UX4Ucyfyc0IeYBXbJIxqz307/jleRrm36XAtGOUBtIXtp90A/fz4Phn3keuUb7MfQ//s8aEsAlauYolUZEHpkxC8Gh0bVZwd3JxYna6xucn6BwdsdX1NgEAxvhzsRNAHyAQYc8gEjHEYJAgTASUBicSu7ctlMawaR5ngkaAV4CrApExdUQyoJGBqd1tt0BbnpHGDjMWHoh+crzLgSxJQdQq1HJIJcEXteTsOk/yz10u5l1G3+vdUm6f7OS6RDAqu+HUDbzQe0XnxsaLcjw3gCmh0Og5cs3+m/nB8AFenCrDtUP9eAGSCQe66iQosgm5+LcRoo58Jck98FsACOIZ7w/G0HdoNbaJ4QbVFMHTg1eTUjFaYXNvYkMqIhRNKioqtpLjYlpcXIyjHPU4aajxfnIA+qp+JlBHzjfhsAqlRHCv64MDKoat/Jg9lIU4U4xBUdSgIcYVNK7EdnkGUl3vhWY4BK7ncRc8uzyP1UhcrFYaEq29Q9wBW2CcoGPUdlSfXg+rOE9eE2zAxnlDD4Ta3trqsuevP5Bbuq2MTdr+n1/p679vY6IhtbKwJpPFuZX7OTE8qsPzAQJ+gVV9f7xlwdSQgREys8nvldq+iUqt/Li+vaKXMjs4uKygutFoWBmhtsf6BfquurpaLaEd7h1RvbR3tcuHLLyzQMSurq8bzDwhjUQJWOR2fnJCKCtVUbV2d3bl9V3GxGhubrampWa6qxIW7d++eXPcYJ4Bf9q1sa25pUXwrXAXvVVZIPQbAYgVSABmukMRow32VFRRx08U1lnhh9BUVKPWhYuMzbqW4oLpbMDkx+nhn+/cl35+e/PuT/LmAK9xhcItB/USsFH7Bx0DCUAJOAK+ARQ6uAEyoqQBT7iYImAJSudKKfQ6uHF4JXOFSGCXac9UWMbNIrrgCXElpFcW1AqYBrhxe0S+MPHcRRAXy/9ycl9rq524v/RMA46DHwY5/Jnew9JPk8fO9jrNl/tnr9c+eP6svvu/H5dTn+6mDba/LVVXxMt9HDoziGD+fzyp/YUyrCKK6YcU5ynETZBU0wAQunijwgBzAJrYxqnEJBE4BrtxVUOBq/TXFVQJycAyQytNTCqzHn5DBDiwRpJr5ldOc7egzSiwgC8oggIuDq3icK8AVCSMf9R6rWn7Y/17/2huCgEBJwC5AUG5+G68JYHn8JcaTFQWBlriMdk7+khRYnEcsrNbRj2YCtwMkuceufuNdAWTmmeTdAeQ8//vRI/D2D98x7gvvUxRTjJtDKnIB2F8MroOosTzuFsd5kHbex5wLxOId+qm/ev0cWv3oIT/fcz4C5yPwARwBIBXudLgX+La70smd7hGqqRDnKp77NqsDAqTOAitXYbFPLoTRyoOuwPJ/ph1i8Y82ZfxTTe6xsSj3f8L9H28/jnJBqSheloMx2vB9nMM253g9nnt9fsxZUOWf4+ArDrLY9nhX5A6UHELx2cu8LvZ5uUMlP4Z9Xn+AT6cgyj+/V+51xnPOwWAlUS4AFXP/43O83CGSA6X45x9V5vWTu0Hq7Xjuhnb8WN/nbXAuKf7Zj+d89nk9HBP/TDnGvoCHw6qoPq/X++d1UI7R7589p0ygQoqhEJ8J1zd3s8OFDcMdZU8qFbm7RUDGwQLn0x+gg8MrQAv7+cz+vQTKm1PVEVBE+2NBynVcdDz7SQCcOMQ5e0z8M9vx9gWGIgCkugTeAgTz+v38+Of4dcXL49tqKwbfaPcpQJaBTQE6nW2HvnGOxie6B8S9OtuGAyQp0yJQg1GP2yBwzuuR4msHhVgAQ8qj+rge7y/Hk3Qu90TKqKBYi1+3b5/CoZRUL03NLXb1+k25CxJLiVUwS8vLtMpbbVWNzc7OaBGDp64tSftB8edx36QCQ8m1D3BKKqGIEsSK5il9YJ4yd30+ax4rSHuIJce8TEduZGGeoqw6ddnlPD0/vBe00EQI0E756buAZ5k4dZyLIgtodZpUhpsarsC4sck9GRdlYviFxSW0L3JlQxEklzYpPakXF2bePbyfCGKetAPFyjuN6we4clWVK8MYF7altIr2n5wc29HhkZ5PFEurKytaxZL+4k5NcHhUTaiycFtklUPcElGQ4f7J9uLColxCcdtcXFhQOfn01LSgEeonXEYZT8Zye4tA/UNa4IAFHCYmJlUfLp+s+KcA+6xwu7Eh909imwHAh0aG5bLKNml+aVHxtDa2Nq2ltdXuld+TSgu3UWJXAacAWOT0FTd03FVpA0BGQHb24166sDCvHzrOfred/c77Z4Ord981BUbHVQYDiEC/GEUOrfxXfgxS9uHCh0IKKEUcF37pB0A5qCLHZcU/u7sgYEtKq0+G4znHwRX1AcNIAAeAlSfaxMAjd9UVhjIGHQAE1Q1qHeLr4CJIoHHi8uDy9n9fnxN8cZURgMaBTRz++LYDpveTez3xPF6/l8fLfNvb4/PZMj/v/eTx89k+e52+3/P4ft92kIUqjVXmgBa4DVKOcq1t7GMKsM/9xGUJtRXwijmCgc3YA60cXMldcOM1BfgGbhDvCtCB6xnACwUQKh2UUtw/wCPl1MlxKH5IrrQSuJr5FbkQusoHlRegheRub9RDHcwL+sn8IX7a+Z/Zn/3F3yvW1Z3apBRU3GNgFCvdkfiMWyBjnduwp+cHtRWr4PEcEduqY/wXtV/Qav01Ka4AktwDxhuVFe8KnnPUm+d/7z0CqKOIh/X7xMH6xOcEoYBUjCc5cxkVFp9RswGu9D6OBWknJuDnvviN81UE33u4z484H4HzEfiAjQBwygOVezyojz55NbgLHuPeF4Kwo7QCVj159UlGgYXi6vHjKLaVuwlGSiuPYyXXQV9xMOYqCLByOOX/ZDuQ8s+en/2n28s5XucQ7D3miiiA9SMUWw6wqNOTlwF4HDABkLwdjuNzPAkgoZKKXAnJ3Y3QoZFDJgdTDqwo9xQ/Nr7fy+M5Rt7Z89jv5X6sf/b2+eyGKtvx5Iaq18NnT36cf/5xuRvRfoyf6zn7SXzOHBNry8/3/eT0yc/jHLYxdjHc/XN8P/scWsnIjUErBw5+ntfj5/PZ62dbdQGkkinFcwqxtqJVEFN7UssolhXKE+JoRW0DPxzGeJsOK87mHLcvcBXAjJ+XyWPAxvvLPiCOq478c7xMkCemEsrsi6AQrle4uqL0ktoLVRf9iOr23NtwZRflz0pqL3bd/llgLQbNpOyK+uBjQX20k2nzzH7G0PedbTu0A0zkvocg+4BFh1AhR2EFtErpXpIDu1Cn+f3xNs62Ey+PH6vyWMB92lxd27D+wWFrbGo1Vmmsra+zlrZWBbLfWF1XrC7mJn3i2lkkYH8PSBn6Qgy2oPTDLZDVMyOXVuYlq3n66oGx2HLMZX9eNK8PUpY+AOokbT8d2uA5iCef/54/5SIY1Uedng6P9u3waM8ODulHyg6IlXcEWGKl05QdHu5nVjQNMfbCKqnaThN3D3foYzs4PBS0AvgAqbx+zw9ZITCdsmPqPgwwzaGVgyty7y/Qih8LWHVVPxocnyjG37GvsIq7dUwNy2IZRw9OFGxdQddZQAO4loFpp8DNF7og93iDioV4FNoAzHF9x9HKhQSrR9WG22j64CBy8wtzkuulDZR5ACzglK+SiMrKA8MTHJ7EXEKV5qubcj6x3VCrEbeNOFes7EtiznMcQfAXFhZtc3NLY8z3lH9n+ncbOYnvNL57/9ngilgvr3/1WzLyAUkAIn7Fx0DCWPLg7B5HBSUUgAs4RTB1Aq4DpOKwim1XXnnu4MqBVRxaObhyxZVDK19FkMDDvk3fFJA9UluhvsH4BsQAX3ARZFXBK/8/e2/+XUdynmnWXzVBpiYAACAASURBVDPW9Jz5adwz0+yZ05YtS6UqFvcFXMCd4AKCG8Cd2BcSIEDsIPZ9B7iUbLPd7a3tlnp6bM349JSPWxpKGlt7aS1tpa2qvjnPF/neGzdxAV5WoWSrBZwTJyIjIyMjIzLzZjx4vy9OjbjZYAxtSAsICR6xHae1X/mrQSyVi+uM0+zXuVcrm96vcoXEOvZFYsEq6gdMxeFffOyOm1XifPtfbW83tolRSeHwmYk1E2kAEUo3wBXwKQZXQCucfGMuRmB1OoEr0qiqgE8AEva7f6onn3VwhZNqjkXpE4MrgSwUVyi63P9SBK6AYKiuMEOU2SH3B5BzQ/mTnaUwhjwrQCpUVAR8wLEKIKaEpNlHmnvg4MUpB1iYD7LaIGaCqLXwRQaQZCxQwAEkgZmo8lBD8pyz2MPGX+E98MtfBl9b/COAdyugnr5EUYWykXcez5v+ecD7EGUqJof4MeMdvvG30QMbPbDRA79uPeBOyfEVhY+oxMfU608e25PHj8L2w0e2jKNzwNXDRw60nqDAeogT9VAGOPWpTz1xECVQ5UqqyCm7zPf4cOajWh/SxACs+KNaZfgAVz6xPsbZzzbnUBpY5ful7IrOQz51qV7FyiMmAI4omw7arzICUZpYCRgBitinbcXkcaz2CyixnzSBCRzldLzyVYfi9LGa+Cmf7XS98T6VZ+JKiLd1LHF6v/KoO95HWvAnTqtexQJDKsPE033qxMqRRP3BPsrpnDpG5wEcKM0+lWWC7sqURHkVgyighI4TBBKMYDtfXvYYVjQMvq+I3edU4pcqQIwAdGIYo2N1jlAuC2EoS5l8aiLV42AmaTfH00aOIZ9tYm0LMinWfm07+Mg4pA/mcsAqwasZtSeCV6pb5/H2pvZn6o+O13GCNFyPYFJOO6L26xwqK8il8plzJ3WR7+fxbfoSdRJQM/SRzkd9PmYT9DV9FvyP0T8E6ojjOK17IrdMMm6cx8cg+MhC0UNA8YUp19jYaFgIAJNAb1s4X2hPuH+BVQA0AmadBIEsX1gguY+9Hck9Slr3tZ4B5c3PA6loV4BfwDHfxzOaRwnpz1/0zPH86FnTczU3N+2QamFh1iEV5yD4whDuny9ZKTXxmedQysEUqiveb8Ah/FCFEBRQ2XcU5wnvNmAWz3JoQ/z+U1rvW/9ngXxbJX75lvDvxPkwz8bfk/sJDO9Xbzu+/tiPMku+AN0PIabeSfl5YFTWxyB1+jUkdbNIRtg/b+yjrsWFBa+XOFsv7/SwoqyX93f8gq8yu7gYoBMwC/iEP0YC10R94Z8fWZ+MnrfEb8eC/x5nfDgmvhzDoiKYtfP7xfHBpJ7fxzjwm5f5rXy4tD7gSithAZNicMV/+AkonJhIAY9QRGHqhwLn819801cEJC2/VgJYAlaK2Y+pIOdQkH8r+bZiMibfVvgoAj5wTlRepGVWA0ABUqC2QgGCHyvUVpgI4teqqGzCoQv+roA0wB2gDWlBKsVxHul8IR+8UjnqVjodCyql89mOj1urXL5jdbyOi2Pt43qVrzoErsjXfuX56oFF3W4qhjP73/poo6HQYUzwncPkGfUHsAlzJu4J1Db4S0J5g+IqA67wc5WAK0AH5oKME/AKAAW4AkiRDxhDKUXAfxWr4Dm4SswEcQaO7yt3zj72l34+YAljz/kBV3LS7iaIj//G28dEn3tv4y/bAzge5/kCOmEWiJoKUIVTfmDV7rNjvpok0JdtoBUQWE7ZAVeASAAj0EpO3BkLwCPvCp7xXMXVM3v6NGnDs6emZLZVz+zZ02f2LJvxG51697333Ek8oPG/fuFN+y9//zWHgZ/9ownr/Xdft3/4ynftO9/7sTuR/29t8YFfl/vg2bOn9mzjhv2Nfk794nmfbdwHH+g+cOCDI3TgziP8TD3yoI9ezAcfLQVo5SaEyfaTh8GJ++OHWbM+HeN1RB/Or0f/7Y3LKE2sj2qltU0MSIrzyQMEke/loo9ythVi4EQe5ZUXwymBJe3XPpVVTDlNouJYoEgx+wShlKYO5SnWPo5T3WESlwVacRntA+iQVqx8xeRzHPFaZeL9mYlqShWliSVl4zKklccEOk6zrbJqpybZ8T6fOKOKoq5ETRGrQzQhV/2qQ3XHMWUdXCUKEwAW2zqG2MtEkCq9TzAjjgEBHBfnCWSEvAA+SJNPEFgij9USlR+XARQJ1ihf53EgkqhzHNDkqYOyqhd4FJsNsp1uR3wOHRfHABXao2MzbYmuSe0VrNI29aj+FXVSb2QuOBW1LT4faa8vgWuAK29T1E/U7cekzQ0dgAWIRzsIXlcE/dQunYdYZdX2eDtfWseyT/2v89BWbx9+xSLVmI9lHv9U2fsxe18C2Kg3vi/VDl91U77YIuWh9nMMzwMx7VAb47r0vJDH88qz6ZCYZzsxuSNfweucnfF3iZd1SJx9D8TvG9WtehXzHvJyed5F2hcgTxb6p4/Frx51+LswebeqjcpX7GXS7+nE16C3Y2HOHvp+zLBDH4RFIpL+SN5rahvQi3dzXD9p8uOFN5Yy/4QI5t2P/H0f/ikRjk1Wh11YtIVZ4JjUXHPhN2kJMBV+z/T7o9+Jh8v8QyX848XB1vKi/16TlrpYv28cq9/KdEwZ5X1gxdU7775nX38zKK4ASQAiIIWgFcortlEBoIQCMklhhZkKUANlC/AKUCBwpW2BK5QY8nElcIW6gECdABKBK84jYIXShzTgjLYArZgkYyKG2gfTpo/8bqMDqU8e7nfzQGAM0ApAI5CjNNsxtBLUUX4MqbQvzkun02W0rTg+L3npc7M/X9Dx6Ziy1KFjtF/bcSwola+M9inGLBAfYVtODHndbAObgJMoQTBXAi4BiWTOBGjKgKvx4OvKFVdDYWVBQBXgCtgBpMKfEgF41djz790cENgl80PGFFAlWAWwAmQRaAuAjPNhKoh6iBhwBciiXdwXmC8C1rhn8SO08ZfbA/hC4nkC+gF4MQ8l/E5Rt8f4uAJYETAnxGTQzQQ7/tjHjrFkzACVPhbTYSxQvHGP8GwDVjJ/TzusI5ncPe3oWAmonpbYSy+9ZCUriVamio2E2bOOTbZJHWkrt3/9++iZdWwqyQM2//ld2dOS39z7NX0f/vMbnQ+vRelrT28XcuZnTzusZNMm26RQ0rE2/Hr21DpKsuVLOp6ufIdyYi9X4qsmsXJSOnSsRtgKrb+Qi3sfZfjwdWiFM/IEBvFxS/CP4EeP7ZFWGARaJQHH7a8/ft2VWa+/HmCXFFACR9pWfcrXNrE+uHU+AI8+sDle+eljdZygkvbTZu3TBEB5KpsvZpJAOfbFxylf+9ivCYXieLJEniY9cb7STGJUhjwCkzCl4wlSnOeTpQhYaXJHfhzIZxKpeuIJXvo8lNN+Hac8YibRxHHQRJh9a+1XOR2rbY7RuQBWGeVVyqRpNpmEU9Yn0ElbVU+6XvJ9Ep8AKwdgSRs5J/vVZqWpQ2kBAE34Kau0QADb6TTHE8iP95GnOpVPLNARp1WvzinVGDBEyiHKx/VoO4ZIwCtMAJWn8tQv6KLj0rHaQDnStEVl1GbF6fz4WPZ5uQhECd44iIpMClWPYo4TrJLiyvOSuvw6qD8JDojy1OflIjBF/WqjYuolnQ4qq3LE6gu/rgRCrTiOuhJ/Zmp7fN2qR8fF56F+3S/pfMprH7HKkla+8rifSescekbi/Ryj+95jrSTIs5A863rXsJ/nL71NXhzi+uJj4vdSOs27TXl6zymmbqV1bmLem9rW8WqftnVcHOs9zbtb5aknLqNtXYvOR5n4fa1y5JNOtzXeTxn9XqgemSEuLbDy7MrfEv3+ECut36PH+sdL5NPRFz+J/lmj38z4N1ZpfhfZT30fGFxhZgK4wtcKqigmtTG4wlQQpRNKLCASZn0AKEwEAVc47caXEGaDHC9QBbiSEgtolTYVBFhRFwH/OEAr6gdaoQoRxHJo9enPu8kME2PABKofwAX+l/BphVkbwAbYgrmgTOAANuQL3CiO4ZPyFKfBEvlx+TitY/KV0b70+XW89hPHsCldPi6nsorjsuk62BaUivfpWO0jpr/ot9/Z2+2O2VFf/Zs9XW6S+Y9f+547zQcGoWgCEDEObAOMcNAtc0GUPBnVVUpxJeUVyin8VxEDo0hTD1AM+AHUwlwQVRbgCoiFmRrABIWPHLQDrICYLBzAPYOpGvfS5770pv3DV79rP/3ZL9/HZ/R/24e88867DoqlXgResWIgAIsYk0B8XaGwwvwWVRbPGOCQ8QI+3hv4Mx9jICLgUvAQc03uCZ7rb0fg6mnJpgRKPbWSPGCC/R0dJbZpg1ytefOlJ8np7TUPXredz6yjJA98XJf6N8DVunTjh1zJP8199yFf1Irq89/n6WtPb6+oJifjqXUAq0py1XrPnpbYppc2ZeB+7iEltmlTiXVE8j4vn+c9as86bNMmINgze5Yv5FScbHDuQuvPd/w65ElxtZx8FPORzoctH7t86AKo5Pvq0fIjB1cyGXz90RN7wuqCGcUTaqdwbPhYDv/hJU2dXl+kvuK/yHE+aQ9uIphVTuk4YvbrQ5w07dVHPmmVUV3aF2+rjCYW2qcJCjGBfI4nrXribR1PnA1hQrS4yERL/3EPEzHq0WSHCY8mPenJjrZVlskmS9N3d3VYV8d9GxkeyMApJlqUU6DOxWSyqTzVk+/8lKcOBaAHq36NjQ77JFgTOcXxxFdp7VMditmfDrpu8pnoM1kmSGmVUUolbdI5iJmAaxKuepVHrGOJPR0BK5VXnK4nne/1AaomxzPnFBAgzjlvAkAcOuQBG+QLeghMpLczdUpdRQxwSmKOSx9LHQSBqrA9lsnT/tgcMZMnhVACfqiDfbRD5yJerbzKxMeQzhyj+hP4FkMr1anyOifbsVqJY+gD6qR9xJQVzFOsc8b1kJcZwyitMopVZyHblIlDfA/EkErtEmAjVlkdr/Mqn/tP7VUese5LjlMZ5eXbVjli1UM5PedzEYz24zkvgectMQNWeT2rep4Vx/mUJV/1ax/vQ71/tD/eF+9XmveT0sRKU0+cTpejXpVROWKVI61tvQuVp1jHx/uVRxnScX2kCeTH++J8pTlevx/4zOL3FHCF7y/99sS/SRyn8son9vD4YfgHE7+Fj5Y9Tdm4nH4fiQFVglmKKbuu4Aq1FGZ5gCqAFaorVE6YXTHZBSgBB4BQb3w++Lh69g/fdnAFvPr7Z9/0fewHYAlcAbpcbfV32RUFUXdJbYX5oRRXQCzOgb8r2gKQkIkgE2NMy4BWmKK9fLjfPvJ7TQ5ogFb/4yfuOgSSiSBQBlCThlGCR4opo7BWnvYRq7zieF++/SpHrLJxnuBSnJcvrXJxrHJxXpwWpCKPssQCVoJ89B+qG5ld4u+I8QFoonYDGAKWUEUBrjDVBFoAnYAYACX8VxHk5wrFFQFApYDiCrUVZmeK2QeMBF5RHnAl1ZUUV/hV4jysZIgZ6Wff+LJ99Rvft29990f281/80lAObvyt3QPffesnDph5rhhTADXPFDCSZwroCCDUuAAVGSdixghoJf9WQETAFfCL4xk/7hHUk7HiCnXKSw6lnlrJigkaMAsQkh9qrX01v1l7X2yS/GH1DWP4YamiNsDVhzVqG/W+aA8Udp+/6DMZ8afcBiXQKcfqkLzVnjUHTimAnK+O3LPkbr1o/blHr9sW/7FFaeXOxeXjKVFhhY/h5URxFeKHy3xAo4RKTAXdeftDV23JRxbxE1YbXM6aJvCBzoe0f3wnvrTwzxFC2CdQ5Cqw5aWMEox82qgPdOrQh73yXDWWlMlJJwoqTSK8ngSQMaHI5CcTEdVLvp83ydcER+U1mdHExevCn4v7esG/C5Od4Dsl+FthkpOdjGkSx/Ecq8lXnM+Ej2MGB/rt6pUKO378mB0+fMiXP0epJOfDOlYTROpUPeS5qml22idYbGuyqfJeJnEAXV9XY0ePHLIbN645KJAKQ/W4+V1Sh+9LwFd6ssu28nROnZe2kSfQxKRf6Qx0So6PJ9/pybgm9tSlNO1TXZyPfI7ThJ481aP2qH06l5dPlFvetgQCUN5hSgSRBFo4p+AFZoDUEQMVrzOph3QMbdRG5XEcdcWxjve8CISxCh5Kq7GxERsbHbGR4SEbHRn2bZkPugJoYszhTwxTaDv1EVOWELchvgbyCTpG7SNP7VfbdH3sk/qI4wjkqZxi2sQx3g7amZRVee/b5JpzyiRlqVNBdRKr/cRKr1ZO+3WcjoljXafuE237sYypzsnYRduCsjpOdaa3dW9qP3E6j22BXk/n207u+8z+5Fny5yRdXu8H4FMCrmgXZXPeIQlILiRf78R87yX28Q7VO4pY71LylY7LkRcHvYN1bLxPeelYZXQOtlVG6Xhb5bWPWMeqX5TH74TK8/uhcul2Uo7fxIf4tvKQVVXxm8bvI8d7uUj9C3AKv8VLDqv4feM3Er+R2d/U7D+JyFM+MT4kqZM6VNcHBldM+L/2zbcMZQ0qKiASZoEoWfKBK2AGYIqyqKxQXOGP5ctf/74DLOCV1FbAKwdWb3wls/ogUIrABBc4RXDzwze+4mUxNSIP9RVOiP/k0593f0oAC2AJk2RMlFCIAF9QBwFfgFYAK9KCNgI2AjtxLHgUQ6Y4T2mOUTqO47rylUnvX69tQSddI7HqjvPitPohnefQKukz+hFoxUqM9CVgAiiJqg4n/fQ9cELgCojl5nrTn/GyqK3S4ArQAQgBeghYAUVi9ZUrsNr/rZuecQ7UWyisAFYALNKAE9Q+wNMYiqzb1/NvSEXfe+tth8s84wQAIFCa5xwzS5zto2QDSDGeMvtkDBlLttNmgpRHbcW9wfilwRUmLLJSefY0ZebCBCwxf2MSuCG6Wv1GfNFJ8uo1fZA9hU3o398ZNsDV++u3jaPWvwcKu8/X75lceT6Av96N+a5vhbnqC4KrF64/XyPWIc8hT/IhrA9i5QkW6UPaP34fPzZWGPTVBh+HFQezKw/ygS3fV1Jn5aqtHgGkloKSK7OiIR/pj8LH+CL/bcZRfHKe5eVldzrLpEIf9XyA60NeMW2mvUy+BOGYOMQgKjjAxQlu+G+5JhiabKh8Oua6KRNPbChDIC8T5sOKWqw6tTS/6EGmIYtsL3BMmAAJ3uhYtuP6mCD6RHN6xkZHRu1ea6uVlp2zvUX7rbHpri+fPrvAilXBWbrq8zhxfA6wct9R87MZmMO2ymoSysSaskCG8vJLtn37VisrK/WJOJPkzER5FWWUw6xI1UG9TJp1DfG2JtOel8Ayh0FAnUT9ISiiib1ioIXA1nSkqtIEn3IcK3BFfYIA7FObVJ/y1CaHHglw8DYk5nKUUz0CEjFAUfv9mAROxQBFaqYY2iiNXyPqpnw2LwAL2pXOV1nqJIxPjNrw6JA1N7dYRUWFXbhw0a5fv25tba02PDxoo6PDBtwCbAki0V7aryD4pXOpvWzrfLRNx+va1V7KxUF9pWM4LuecnD9qg/pU9RMT1J85xwKpEnUYsfoh3/nV/nQ7tU07GVuVU6z26z5R3drWcbpvfDuBY6RVXvXF94/qSMfpc6oe5Xuc3PN6Bvz+Vl4CbCkX1x0/g3rm9JwR8y7w9wFpvXNS4Irr1DtD15w5LjmG7fhdRpo8yqsN5AkEKc226lIesUK8Py6nsuzn3ax6iQl6PyuO6yNP5VSW/boG7VO92tY5+Z2J64jTOo9+L9gmTRnFIR1+C8hT0O+Mft/IJy3YlPmti8zpBakEqiij1XpjhZXKqa4PDq7eeddNBQFPQAqgEmaBrGaF2grlFatZAZGY7KKUAkgBqABX+Lf60pe/49AK+EU9bOMbiTLxCoMAL6mvSGNaKPNCYnxncX4UIUyqUVvRDhQ+OAZnRTtUPoAM/DGhEorhlYOrxLeVYA2xwE6+OIZROCUnxHlrpalPMChf3R9GHufjmnReYrVReen9yo9jyuQDV9T1ypEBV+QwnoAIVDlACQCFTAUBFYArTAVlwge4AmygypHqCkgFrBK4whSQPMowjoArVD3kUycKHkErgSucteMA/Ev/+J11+FT+za3iez9424EzzxcKR5lYxs8Y5qCMs3yHAYmBiSjqpKrL+LeaCU7yGTegF/cIisnvfP8nBXWymwlKZsDEKw+5etZR4kArmMgEXy8vvbTJSjL+ngLwyGymzxzBsbALM6BN7ldLfmZKRNaiY59/3qgwmrGMH5qX7KVNQDhdWFwuXzo59qWX3O8N/r7cnChVND1J9vb5RT8H+DwtifqKSt9fW8P1veT9xvXRd9kxCPUW0q/hsuI2UFeJdTzFlCpWcz2vX1503OMOXb3Pnq4GUJ92ZECCoEEw8wrj5v2Rd8wLu9/i1q1IJ36IuO83bWIM6PtcCMz45Hl8zFAzRuadT0swPcNHGmZioe8xL8vt+1QLonvoQ73vCrjOVMt8s9BrL+SZXus+z157aEX6mczXtsLy0uAqvZ2nFnwDxgP+QuDqfdSfpwnrkeX/teU/uslqfIJWxAAePp7jD2pA0iK+OQBKSQBkCWa5Guvho8Qcgg/v4FMDB7N8VFMfS4s/ivxlobpySJack5WUgGHU6Ssv+YpJARTpY566MvUBkagXuMREJmXip0mDA6uknCYj2hdfJ3lcs66bmDwdo0lOvO15c2GZ9Mxy6YkDXl86nfQiPlZynR0zWWJix/GcQ3VrkjY7jWqIpdZn7frN67Zn7z67c7fF5hbmbHY+QCXV4ZNEwaoEMgGkXHGVAChXSSVgiQkux7iiJVGJtLe3WVXVbevouO+wQZNclcmBQvInFZk0qd2asCqO831iHUEqwITqFcQg1gRck3i2KUd5hxqYYCXlMIEij/0ET7OdwBfaEYfMtSegQRN+jsvUTzoxnyP2kAAXP39yPtKCLoI+ijmGtNRP2o5jAQ61QbFfbwJEKKM2k/bjJ8dteGTIautr7OjRo3bs6DE7efKkHTp0yM6fP2f9/b1BiYUaa2zEAZZgleCQ2u2gKKk3bhtpzufXkCicHHRF0IgyKqdrURupl/6Mg9pAntJxnM6nDgdv0Xl0TmL1NefU+XXPxOVW26e2xvvV1/EY5MvjGB3HfgXOr0AbNKbKU72KyadcXBf3q9rv5QSp4ns8SfOcUl7Hk9Y5ScfQKobRgkqU0TOq9wn7lNZ+rydScGk/7y29uxSzj7TqyfcOVRnFvFPjutjWezF+3yrNPu3nuLi89sX74zJxWdI6r9IcRzpdTtv+Wxb9EyQur336vdJvSdwmlWGffsvI0zaxjhOYUp5+/wSitM1+Qao4Bmb9waee+Hko84HB1Vs/fNt++OOfZfxUAabk5wpwhfIKcEUek1KAEzAKyAWckuIKU0EFzMsIbKPGQrkD4KI8gWOBWqi2BLYErVBbMaFGXYM5E+AMZ+CYCAJNmDzvPz+Z8Wsl+CJYQyxgpLTAjvLjWPveTxzXE0Mh0vG+9UxTt65VadWfboO24/0cq+OJvf8Sxdq/3tnpMBA/R4wN48c4LP7h33r/AzQIjIfAFWBD4ApoJcABmMLsD6UUiivgFTGAipiyMbQCVgFIgJOAqhvNf+BqKxRXACxWMcxdrW49Ppt/s+p464c/dUf7qBi16AFwGJNBnnUBYpzlA6J43qSqA1BiqskYMd6YiMZmghyDagvQiUni8/9kJqiS+SfPTA5xNJwLcyibdZC91gRSkCGchXOmoBKTZSbwKfJVyHmfV2c8r9RVpuOnHUCbGHIFYJMzKc3jjD2+Zm9rXuf29FPsP2f16y+krQ5B8povrV5vul+9jvQYJDDtpajuQvol7oMV/focB+r5+wzIE/wQpeuLy/s9lfeeTMOjF+mX9Bm1HepYcY8AdKN7Nvc+17HEHJ81K3PIwzWmwFd8ffHRgM74Hor7vNBj8o558txl77vCrjO3bWGr0Gv39uYdt+y7JKkxr0lsfO2US2/na1sheQ7LorGUv6r4rbCynhR8yoCrZ8azk3HOzjinK8qUXVlrNidVf3bHuqYyoCoxPRAAwhQBCMTHvCYnfLCz5PzYGBPJEGZmMEWbd5gFZGKZb4Gb4M8j+/ENvKKumSn+uz/vcAvVFatKcd4AWFD/cM4FhzUzDm6mbT4xdaMN+pjXhz/tlCqICZzDq2V8iQQQ5JOFpH72AzaYiHFt7KNdmlCoTk0giJXHuTXx8T5JTHKYVDI5m5mayly7lFaCVotzC7YwN2csc4/PISaYs8ly9dRFYHUrTQyJWdFuZnLKxkfHbHRs1CquXrFdu/c4uJqdn7O5xQClvC2J8oFJPGCByb8mrj6pjU3zIuBDOwQVBG3YJg1M8L5KIJigEPWpbCYv6QNN/mgTfUzfEMfXpXzqUaAe6iSQ5rhwbFbtRFmV8za7mRrqpFBW1xHanwU9nA+wpbYoJl8gQX2l6+LavT0RzPG+SpRH6qPp6dB/GVVTYnLHOPhYJM7SAVfTUzLJw4F6MM0jppwARQwv1DbaqzQxZTgGoNPR2W5Hjh1yYNXR3mEPHjyw6upqu3Xrhg0MPPAxRHXlpoS0JVJakabdI6NDNjDQZ4MDD2x8dDhTv86ja+F8HKPY25A4hJ8YG/Hj1Ed+LGXVjwkQ5Hj6Lo4zICypW6BKKrGc/ePZ/lK/Kebcmf7ReaPxo5zKUC5uK+k4qL9VnjGIQ7w/LqO09us8uWPI85VVs8Vlc8c/AZQTY+G6EsCrZ0DPC/2Jjyp/lqJ7hXNmnjXanzw/8TOn55KypAl6djlW7xb2k45DXJ58PfuK4/3kUUbQJ65H56GM3rGkeSfHeXpHK4+ycXltK47L6xi1U2V0vM5FOQXy9O5XXSrHcaQV6/dC9cbl9XsV55FWvs7B7xV52qc0+wFTglek2ScwxX7SMcSKt8knqDzHf2Bw9dOf/cL9BH31G285hEL5hLJKJnoAAwASMAk1FGor+bdyEPWlb/nKggAqAmorBUGrGFwBrVilTsCKhslQnQAAIABJREFU8wHDAGZMemXCxPmlBMH3kUAJQOO3X2vNUVsJxAjQKAbcxEBKaqp0flxGadWhWPlxrH3EaUgU71vPtM6jWCBK51D+WrGOAVphFpgxs/xEs/2v29rdCTvQivEFaMiMDGjFOAA4SAM1MCsTuEJxhRoHuCFH7TIVBFIRUF4BswS0cMKO4gpH7MAtwBXxtbufyjgG5xjuBZyLb/y9/x745S9xzv6Prp4ERGMSzLPNMw4gxiQUh/f4qpKzfOAVgAqloyAlEAtwhdko+zEbRamFKtJXFSxEcbVCCZV/Isjk8KVo4p25+hzFwWqTrPSkPT1BVW25k3NyCzuvGZPmlXDGK1jdR41Ou2q88nrSk+Sc7dUmouRnycA6tHVlu7iE1cHByn5dtb8ckMSKq3ydkz5/elvH5I67cnPiVN/4vmcdDoNQJeVyQK4jm8c1PP+efLF+yWlbvJFzn8c7ctOrj0FuX3jbo3siU0uB99CHdt8VeJ2Z9kaJQq+90Gd6NUCbc+3rAq7C87Hi/VFQX6SeLcbvJe7LklwH7bxnUejFN/T7qT/q7/VM8gEsfxnE/rGcmF7goPt+2z2rra22+22t9qCv1+rqau3atWt26dIlN01qbm62qakpB1YzszPW09NjjfUN1lBXbz1d3bYwHz7wZ2emra+n2+pra626qtoG+vszqiwmt11dHdbQUG/37jXbyMiItba12e3KSrtx86ZVVVXag74en3iFiQEThjBpYBLX29Pl7bp166a3ta+vJwOmmIQwMRoc7Lempga7ffumVd6+aW1t92xifMzm57KTKU1u4gkGedomzSQT5+UtzXes+W6T9wnnr6+rtbqaGmu712oDD/ptdnrGw9zMrBFmpmfsQV+fNTU22I3r1+za1at2t6nRhgYHDHOxuVlNGGdsbmba/RXR5zXVNXbt6jUrr6iwQ0eO2PYdu9xUcHp2xmaYaCaACDhBe6oqb9n1G9esobHeBgb63bn31NSkjYwMWVdXp9292+R9PTU5YV2dHXbb+6zGIcfQ0IB1d3dac/Ndu3+/1cbHxxwU0ceaLLO/sbHeamqqvNzg4IBRlybJmigrZiKvSa8msuzz/bPTDlSos6XlrrXca7YHD/ocpvj5HCagvKI/hq23t9vb1dPT5W3jvA6aEhA4Nj5qg0MDDlaYzNMnOLWPgQVtITCOShMLbDGpB85yPACFe2RyQg7QA3gaGxv1809OBmilmPIOWQCHE+M2MTbqYXxs1MeTutgfgNC4kQ/QIg5tBEolCp48Sh6Oyyq3JrwNVTWVtm3HNrt+44aNjQOVJmx4eNjHXiqrCdo/GcoHCBTMBJXf96DXLl264GOKnyyu1+FSAtTCOYFcwDLOoRCUZGoT1y/wwvV4SMbGrzkPtFI/0y4FQbbQ/mDiODEx6maRob9GfPVEpXV+7jUHR8Aqzg/kGl8DCk5NejmOmZrKqp0Em7yu6D6J7xnSCpQDxBGn03Fd01M4+wdG5YaZqUmbnU7AbQTfvD4HlaFevx8nAKqUTVSFCfClHzmXnrv43lZazxzPVgyx8qkwATx6TuPnlnQMnUhrv9K8J5VWWd7bSsex5yfAjOM8RKsKUjd5AkLEKpdOA3BUTu9stpUmVl34HQzHz/tvANfKPUof0j4dp/qkPlZdmfwIYOn8KsM252ObtMcP+UdIrplgAFTsD+1XefI5zn+jE/WVoBV5glkAKdRUqKrIIwCq2FYQ1BK8+sDg6t33go+rr735A1dGAZSYfGIaiNIqXlGQfPxXAZ6AGqitgFKCVjG4ErSS0iqfygoI5tDq74Kjdvm2QuXDuYEmqH2AGUyQUfC8enTA1VYZtVDio0nKIWKBLCCTYJViAE8Mn/KlBYHiOC5HXfE+0oCidN6HsZ0GUoJQOld6f3pb/aYY80oHVy8320d+t9HVbIwDIBOoCIzABAw4AbRiHABXAomAK1fijAXn7FLkALNIo7zCNBCllRRWUl8BrFBXxfAKEzUc7wOuCDdbwoqCKIM2/j54D/AMCwqjpuQZI+Dn6sm/f8PVdIw58AoYxbgz5jIdBFox5kBL8rgPBK64L1BlfvPbP3xuQ1EZxCIDPyDP5Dk9WcxWvHJCnjM5o2AMx/LUna0rlI1VTgWd1+tMTRQzK3qh5FoNlOWcOc9GLiihQLo9udupSWxSI2UyfbIubc0Dil6kXykbqapyL3zlNefu917IAUjk5IUW8bivrCTJWXk+TMH8nsQ0Lp7o0+4og3OugA3evLCymwtcXqRfVm1jFoCueFZSx+TtBy9TwHPi5Qq4h1bchwUc4/1QwDOS3BvPu87UZYcrXFVdl3vtuc9MXFNuuV8FuHqG6SmLVeSoLZM2vU+wtEJZpUv0vo3et++zflW3njEfxnzoEhP4sGWbD25gEaDq3LlzVlZWZhcuXLCLF/Ghc8Ph1dmzZ11Zdu/ePZubm7PJyUm7e/eulZ4rddOluvp6V05hGjg5Pmn1tXV26mSJHTlyxNrb293UEIVWR1enXbh8yYoPH7JTZ07b1RvXrOzCebt4+ZJduHTRjp04bmfPnbPe3l5DyYQaa2FxwSfpqEtoFzCNQFvPnz/vAMb9P83PWmtri5WWnrEzZ065Dycm6SUlJ62urt6hG23HPFGrAMYTD01QNOEBhFy/dsWKD+7368Cv0JkzZ+zUqVN2rvScnS45ZeWXLltvd08GXk1PT1tL6z0rOXXaTp06a5culVtpaZkdP3bCy/Z0drsKDcAF8BodHrFb12/asSNH7fz5i3bpcoWdPlNq+/YftN2791nz3VabmQ7mg6jT+vv7HDwcPXrILpdfsssVFXb85Am7fKXCHgz0ez/V1tba6dOnraioyH0gNTQ0ePv37NljJ06csPv371tNTY0rd/bt22dXrlzx4zBRnJmZNsABALOk5ISdPl3i9wPXTLn+/n6fsGuCrFiTaGImoOST9gn23IzDsitXyq3k5HErOVVix06e8PG/29Js45MovkLo6+uzy5cv27Fjx9wMDjUjbR0YGPAyUhmdKyuz67du2ODwsPf32dKzbjKH+aNP7FPAinbQJmJBh6GhIWtpAdbWWn19vV/b+DjQZtzvP+7vpqYm6+jocNUhoAjQyr3Z2tpqnZ2dNjw4ZP19D6zlTrND3K7OLodJo6OjHnMswJeyg4ODXg/1UxcQ2AFHAiK8rxLlGm2cmcZsj7KTrsLj+Xh16xa7XVNtw6MjNjwy7O3hXNSJMpL2MUb0F1BLaknOp2d2165dPpaUJV/XnIknAIGjRv9QhiAwBrTJ+KxKgJUAlmL6mbQDsUT1pTRAhjoE/gSsPJ4YsbHxIRsdG7SJSdo26kBS53YQhw+v0eEA/wB/wKqxUZsCvDokCnUHODjhebOTEzYDBKJMAq7YL3ihe0L3SOj7AKv8nokUgn79yTVJsefXGpk2Tk8CyUKYnpzKpJU3xX5vRwxDAahTPkYTybPAePg9Mp1VPUp5RUzbdC+r7cQKACtAlWC0YpkPCkIppr74OSYN2OF9SBk929omj/06XmVVTrHK8X6lzFxi4iwffOSrTp2TcgrsI6ic3tl6XxOTRxntI1b5sIjGvCt/UbQ2NTRaRfkl/6cGINTLoehaWvB/DtAu1U2dtEP18bupelVGv6dqYyg7Z0vL87a8PG9Ly3O2uDSXMbefmZn155NnQHVTh+AVxwtgCU7F2wAqKasEsKSyUsxx6weu3n3PvvGtH7ifqy/8w7fdhA+zPa3ohyoDiIVPHFRRGTPBL30rA644TgGQpQDYAnDhCwvTQFdaff7rGbWVVhpkMp1RWyVKEIAZE2GgCeAKEHK2cikDrYAtOBQnAJL+5ZY2++3XFIKfKqANYAZII3AVgxxgj4AU+1VGEEj74nJxHnWpLHF6O963Xum4/XFa9cd56bQgl2L5BHMH959o9r4EMgEd8VWGnzGZCWI6BqRAZYOjfLa1qqAgFSorFFdsa6VBTAfxdyUH7UAqIBYqKnxcsS14Rcxx1IOyjnCl6XUHltx/G38fvAe+8o3vuw87QBUKK8YS00+eNQLbjDkqO549THQZa+CVlFeMu8wEUd55uSefdciNKvP54AoAkvhLWhFHE6xkohwxg6gDUpPNFaAgNal+3mQtdXwO9InOmmN6RZ2YvZVEpjmpdEET8WeJeU/iO8p9D6UAT3rSnd7OgXTeXq4/ayLG/g/e1jzg6kX6dc2ytDeragqX8Px+WWlWlRr3nLHL3cgdY3xRqb8wGcySq9xyq8Ayrzq6J9e81gRIxeOT27TcLZRg+LbCF1g+06/VAF66TWuWC/A2F8il7qEV4KqAY17kvivgOnM7JmwVCu3S45itKxo39Vnq+SM7/cylt7P1rZVKfLeV5PooyzniefeOF87zLOZUkruRA1s/hPpzz1b4lkCVPrTZ1scyH+FMdAFCggVMXJk4MbkFfhw+fNiVV0xkgVBMiu/cueMgh/3zc/OGySBQZmxk1G5ev+FwBFBCefxljY6NWXdvjzsf31NUZJfKLzsIGJ8Y9/PX1NbY/oMHrLKy0k3xqA/zRM6DTx9gAhM6TcLJQ12FySATW0DVyZPHrbOz3SeHgJ6zZwFZZ3wCTjsWohX/NCEhVtCEhAlpd1eHXb50wZjsFxcXO+BAadbd2eVKs5PHT9iV8go38eO6ARRHjx+zsvMXrL2900ZHx21wcNgqK6vtUHGxlZaWugINX1ZTk1NWVVllB/aH66Xc0PCo9T0YsGvXb9revQesqbHZZmbmMrDwypUK27evyGqBF6hthgftdlWlHSg+aJVVlT4mXV1d3n9AKdpMH+HEmz5lnAAotJOx3rt3r129etXHeG5u3mZnZ6y5+Y4VFx+wiopL9uBBr5ukAe32799v9XV1PlnWRFmTXU1smXim9zFhvnz5ou3bt9eBWGdXh1XX1tjBQ8V2/eYNGwU+TE35fYD/Jtp848YN72vg6YEDB7z93HdAICDa9p077PDRI25SefjYUSs+dNCOHDnkKrPM5D5RxWhyn4kBDxNjdvfuHTt+/Lht27bN7+3u7m6/r7jvb9265eBs586dnuaeA+YAsjgGKEjbgGoA1COHj1jR3iI7fuK4NTY2Otiiz7gexgGAS/8DlASaAqjIqnfUPvqPNG1EuQUoQ5G4a89u+9jLn7DDx4/ZxfLLdvXaNT8PzyFt5hlBHck9BtCtqqoyQKCAFvcF+zdv3uxgENjM9bS1tfmzQbtGR8f8GO4TxoB7A7CHUg4H8EAkgaQY/vCs0GbF3v4EXglaEXMsZo34Vevp6bbh4SFX3vFco8IEPKIG5FmmHGrJO3caXTnozucTM0XBonFfYXHY+lDotd2zrs52Gx0ZcrWa2kNZ2grwAtBThvKUI59yCpSl/3Uf617iHiYtcMW10B7UnSgc1ReYiAIjebYnAJQeJjIxiy+Qp3qIUUnyPoshImMW7o+QH0BXgIGCf7RTgfbzLBIyeYkpLscKWikGavHMqryeY103dZAncCOIpFiwSs89cVyWeggqp+0MNEv88Wn/WrHOKWDEtiCRYr3H2VZQ+UVf/XXe/xECuKqurLR9RXt8RVXuHz92id+FOf8dEbiiHl0XZVRv+neC31CdS/tUp3wt8s+S8Nuz4P844J9DrOpKv8TQSr/N+l0GQElBRZ5AlsCUABYx+wWrlM/2B1dcvfuefes7P3J4JafqKKHkawpoBcBgG6CVAVdffNMBFcBKiivSOdAq5ddKPq1QbckZOzCMlQqltuJ8QCtUIKg+UHOg7JBD9n/xsTsOowBXmLX9mz1d9rEDvfb7B/syge2P7uvxff9qe7sDKcEaAA/wSaAnBlFxWuUEs7RPMfsBQ6pH24JFcf56plU/16PzK063QWUVc4wUaa5QQ62WKNbo19/b3+smY19/8wcOJTEfYwzkXwx4AbjCWTt5AleYkAk4pcEVEIqgFemkspJDdsErAFZl21OHVNSHbysCqisUWJi4bfx98B74+S/esf/411/05wtIhWkgAViF0oqxZcyluAIax6ornkUc5RNzP7CPMqi1UGHh6+q7zzEVXGvCl97HdsQQog5ITzYBChH0SoEoBzf5Kwp1psoXdN6CJoBRk/MkabPMe7K7V0KcfP2SCxlS/ZFWHa1DW/MqUZ5Xb9yva5bNveZC+4U+W3Pcs526MkXbRBYTM0EVypoL5rYrnG81JV00Bmte6wuCKzXKnhlKHfy0OcSKfBcVCm9WL+dXluMPayUMXQlvckBu6JxsnybbsZIxcylrJla/znyHrX5N0Xgk4Cn/KyC3XN77fF3AFefhfRYNXL4Lip+ZfPvJK6RMdGzO+6OQYwspE9X/fpP6sFXMx2/4GObDe8EnT0zYUTUxwZbDdD64Ubqg1kHJwyQZCEVATUVeXV1dRnGF6gp/T3U1tT5BRp2i8ksPl32VvKvXr9nRE8f8I/7R8kN34o5D8wf9D1x1xcR7YmzcFhcC7OIcgAAUTdSFjy1gQn19nfX3P/D/ljNBa2qqtzt3GmxmZtInIkzyzp8vs6NHj7lpI8eiXGISwuSCiYImG5qYaBJCzMSlob7WwRUTefx8odrCt9f0xKRVXC63o4ePWMf9dldWlJeXO3hra2934AR0IoyPT1jFlSu2e+8eq2uot6mZaevq6bbiQ4cMtRCmX1PTszYzO2/Ts/NWXVPniqua6nrjP/Rzc7Pe/gMHDrqCC8AwNTVtE1OT1vugz4qPHLKS06d8bAB9QAoAEOAF8MAkmL6jz4i5BsYOGAXMAFqQj+IKcAW0wgyTbZRYLS0ttmPHDldDoVJADcTkVpNTYia6BPpM28T4Uzpx4pgruIYG+90MbWhk2K5cu+p9MT4ZJvb0HecA/NBeAuoh1FcHDx40wBLtR8V0ouSkbd66xfYd2G8NTY3W3dPtajtggiAD6hrBC9pKmlggg3u8ob7e+0D1Aw+ABoA9noPt27dnwBXnps9QngH82Fdy6pSDw7r6OlcMApd2F+11Rdm582V+LPDnwIH9DrDoR+qnrknUOKiBIgAhcBKDFKAOY7ttx3b7+CuftB179xiwDsUi9dFHgEnGEuiMYg3IjMLu5o2bDjiBX+QD0V555RVvO/cHQI1nPqiqxgxFJSCO43neVQ8wmPsCqAR8ioEPbVZ7ySe4aV/ify2GNJiJnj172iFmWdl5q69vsNLSc7Z//wG/Vw8ePODAEkB57lypHTy434qK9nhcW1uVMQelzzgPZsco+U4cP2qHig/YkcPFdu1qhfU/6PU2cW4gGACa/NKzp+1UyQk7eeKYqym5N9V23SOCOBqXAI2COor3CX0ALAfGnj17yi5eKHPTXcAYfQGMQ3UJhG9sarTevl5runvHrt24bpcryj2f9qlt1Ml9x/3Ns3rTTaarfDsoEacS898Ov8cxo0UNyjU1NtS5KTMmzZzbn0H59MLP2gQgsscBIPDRxy4BiuF6s1BveKjfn1WAHvt4dhUEj3i2SROnn3PlKV/brGCo9wF5Ds1S4Ir9LGZB8ONSDuTjdzPvZQdDkWmg8ii3tJiFV9SF4sr9EM4FeDU5Pu73AfcK4Mrr5l2fKMH4J4jqEySjjNKKKUOamECZsJJssp38TvFblfn9W1ryf74cP37Cqqtue7/wG0zQOWN4pd8o/dMJIKW0YvIEv+I8lf3A4IoPjh/86KeG42YAFOoofFihgsLfFMorAoooFFLsc8fsXwpmglJaxTHwSiaC1CfFlcBVbCIotRWKGvndwYRJqh5ACb6TDl6cst/6aKObtQGPWFUQWPWJQw8cXP3uvp4VAOvjxQ+8DCCL8kAs/GMJ5Aj4xDBKkIk8pRUrT8crX/Fq+dq/XnF8HqWfFwvcKRawIgYCfuT3mlzRBpgEXDEujAG+jgAT8m/FeAA4MCOT425Mx4BNmAbKxxVpOWrXaoOALpRXKKsy4ApTQZRXHX/s4Ao1FuZoQCxfVbDlD338/++/+8r7/TbeOC7VA//1i990U9wMsPrDv/VxZqylcARMAqUYdwCVoCXAintAeQJbqLUYV2Aj75HV/wABEWBKF0xNmAoCSKoDWJPMTHMmauxP1atDMnEKNBR03ufVmal8lQTnzKu6WQlL0teT3uYMcZu1elzmzB+0rV5RHpXH8+qN+3XNslHdL9AvoVlrjHumA/Il6OegssqYCSbFtAKd3zcp2lEQKFnzWoNS6cWBTnQN1B+pglZtU6odq5bLXHcWFK+4h/LAGw77UO+71HVGPZBJrnpNqWuP25k52BO/CnD1nPdeToOeXzbf859TRWojt/z61586XcGbAlV8JPOh+/ghPjIe2sNkJT/ABQoSAMJA/0BGJYW5HmADJQcAiUkuH+MAEib4mBECruZmZ11xxSQBsNPU2GRHjxxxECFn7ssPlw2fTUziMBfr6e62h4tL4bi5eQdmTMgxBQvgKvyHmgk2QAOIAnTRRAAIBdThv+RMPIAW+OVhghbUHL1uKgiYAOYs4lQeB/OJOQiO4ukLn7xEJiJhwhMmaI0N9Q4BampqbXqGiRc+YeZcWVZXW+eKqcaGRvd3xWT/5KlTNjg0ZNOAqJk5m5qasZnZOQcsgCscrwOcAFh7ivY6+ABkUQZwNTE5bbduV7niqra2wWbJn5mx+vpG27OnyM6cKXUFV21dvdU3NlhVTbUrrk6WlLiaiv5BFQaYQPEDoOH4YAo440CIMgBFVEIohwApARZNupJE6prg62jC+x5Qg1IgntjST5rcasKvPG1Tl2DF9etXrbOr0waGBq1/cMAGh4cMcAV8ob3AFxRAgFLyUAwdO37cQQuQhjaiNCstO2effPUVu3Hzhh8/kfigQhUzFfkqAkpoQi8wkQEt09N+HsAY5+X+GE9M6oBLAARA2u3btwNsYl+iDGM1vx07dziQQDFG6OnrtZNnTrs5X9nFC9bT/8AVhijcULdRFxCL5wcgwfPm/osiU0FBFGLai6ng0PCQm9hiEoqp4K2qSuvs7rbunh4bHhp2mMbzwb0H1KN/MH3cvWe3gyz6kHuA8QbGobhCgYjaCijGvcL4t91v8/sFWIVZLv0ByCo7V2bbt29zJSOgKPjGAlBlnafTVvWvQ6sx+asKKw0CUABI+LUrKyu1rVu32Jat2+wYJrTlV+zWrUo7ffqMvfbaaw4FUbWhlKyouGxnzpy217Zstr17d1tHe5tDMc6Fagqgtn//Prt587rV19c6uHpt86vu/80B2sSY+0JDiQk8ray8ZXV1NQ6v9u/ba50d9x32xP1OWvcusd9TQNDpSVdYAcoOHy7267h48byrd4r27ra21hYvc7/9vpvvvpaAVQDmoSOH3Ty6aP8+27Z9mz8P+KXj+eI91djY5MpIwOO5c2WZZxdQCtTCjPvo0cO2e/dO4xkiAOtQGaIeoh8AWboO7vGu7k67ceOanT59yk6cOO7HcxwqMWAcyjD8guH/Dqh3vqzUys6dtatXyl2VpjHNvAsTX1hsK/DsozhjXO40NQT/hInqa3QkKOHYB2jTe0JqOtrB/U2bBx70WU93l5fjvNRPPn4BR4azIC2GO4I6xHp/CyqxnYVKCxklML9LmGwCMI8fO2K0kXL8dghc8VuiY6mHtqh+Xbfq92PddyKK4gCyMvsWFvx3kt8qKY75HeTZZ1y5Nl0P/zgSsCLmmsI/lYJpP2lAFL/hxJgIAqkI7COQVhntY3tdwNVP3v65/eznv/RV5ABOmPShiMLs5zOf/ZKbCQKu8EcFfAJcyb8VkCqGVlJdUc8KaPX5r7uPLOoGgglaCZDhxwi1FeoNJtCYpgEx8HOEGeD/8Pt3HD6hDAJaEf9OUbcDK+AU8CoO7JcaSxCL8v/brk77n7fed+WVQI7gVRznA00AIo4hTu9P56W30+Xf73Zcr9LEBLVN23GsayWW8gqlFaaCXDfmX5gIsiIkTrtR4TAOglbACspInRObjjFObjKIc/YkAKxQWxGjmqIMqwmirpKzdgAW2zhnB1axTTkgiMAVAAzYufG3Pj3As/5Xf/0FV0e5oi5ZEVDQiueOMQdckWbc2SbE0Er3BXVQhrKMH++JVf9Sk8l85eKJaOGTTWpiQoa5meK4dvJWU8qsNP8q7Lxr18lyXqv6naFpMdTJaWoulPAr68hd+TB3IpocTN86ZMk1dQt7P2BbvZIILiWnDH1eaL/ShlWgZQwoXqBfste22rhnGpo3EYBVbCaYFJMCK+3vyodtteuNAcja/R3f43kb9tzM3LHIez8kUCmGo88975r3UIBUGZWa2rjmMWv3w3OfEVZFjACdThnHhV57Yc80Nec/Z/o86e24TSvSaQXkigKpjNWeAS9G+1Z5jlLVhM2g9JK4MFRRYquD0xetP+9JC8p89OiRq6iIHz9+bCidFFBJ8VGPo/XLFy+53x7/L/XCon/0jwILzpba6TNnfBIscMWkF3DFRBfzN32ky7yPCTVmR5kP9+Ulm5mbdRMxTOr4gOeY5SV8bS3Y0NCwnTp1xs6ePWfj46imluzOnWY7ePCQx2xTN0GmF4rJA7ABuFBnMUmnbQcOHnAVFP61FpeXbCFRi4U6gnqLCQSBSQeThqUlVk/E58m8NTbesV17iqyyusam3Wxvwf1OAabYt3//Qaura7Cenj47cuSYt31oaMShFWUIs7Pz1tzS7IqXa9evOyjAxA+Qhdnc5DRO0ZmsBdNMAOKePXu9Xqm2qqpqbPfuvXb8+EkrK7tgFy5cssvlFXb5coX7x6qsqvZ6gVKAH+AKMANwArTyMD1j+N0BMnZ3dNn+ffvcrCyruAJsTbp5GvADeINSh3EEKgCuRoaHHboAkYAvTO6Z0DExZdLJdjzxn5yadGh36PAh27Frp5tSAi47u7vcVxPgijQmokz2jyRqInyfEfbuK7JDhw87lGHSB/hBkYeJ393mZp8IagLM+R1MRWZSPkkXWEGNkjH5mnQwBiQBmtEG2kIYGRu1q9eu2pYtWxw60T9tIZN0AAAgAElEQVSo4kZR+fR0Oyg8WFycgT6AH9p1ubzcIVttXa3fi6NjE0a4c7fFdu3ea2XnzztYojxAgr4WbFDfaTvEkw45UaidKT1rW7ZttaY7d3ycpdwCTGGGyH0PtMLslnudewtzSkxzuR7gWmV1lb362ma7UnHF26c6RkZHXQGHqutW5W2vh30EABbQjHNzXwKUcUg/NRmUVQAi+lgKIsAEacGqoCgKvq1wHI+yiOd52/adVlNbb4NDI95H7R1dnv/KK5utouKq9fcHs0pMCjF35f6rranxdk9OTFhrW6sDIdSb9M/o+KhD4M2vbbYLFy/4NTOWbe33/R1wruyclyMPIHeh7Lx1d3Vl/E3pvuBapNoLjtGnE6g7ZW2tra7yu3T5kqtD6dNblbeMc2L2OjYOKBu21rZ2Kz50xF7+5Kt27NhxN4MEKgKgUJe98uprdruy2sYnpux+e6cdOFBsJSWnraOj0/r7B62ysspBJ+o3FK7377f5Pw5effVV2717tz+HMv3lnwkvv/yyv++A9rxH+h/0e33FxYettrbe2tru25Gjx237jp3W0tIcnpEpwO2Av68unL/o6lVA14ED++zq1Qp/lvVcB0CD2nRlwJTz2LEjtmvXDqtvqLaFheArD9PVU6dOJ+/uJv/nAv3D+w7F5Nlzpdbc0uIQHhgPxATatbff93sEJaD/s6TkjFVXVtvE2Ji/n/Wu1vuatvHeZtvf3ZilzwdYtQD0n5rOmL+iaOOfLLwbAdY81/z+YCJNv/FM8jxhdtrR3urmpSjGlpPfBs4FmO3t6fZ3JGPDe5DfCeoh5v3Le5G6eSeQJo/fqXg/+cojX//cCf9AQOk649fj/2RKHLELSAGw4iDIheN2lZGz9nUBV6ws+KOf/MwdcgOiAFMAKuAS8ApTPkz6MPHDVxV+qwSsiBXS0EoO2TkmVlu5b6s3vuJ1p00E8b3DRBglB+oOgMfWk8P23320weGVgBWmgIJUSgOqlBfH5McQC5hFAGL9652d9r9sCxALyAPAkXkgYIk8ASZBIG3ni2PwRTpfmfeblz4/20Ao6lNacIpt5es49pGWbyvF//3Hmmx7yYgr7FBboapDQYOfI0y/BCiAE6isUFvhFykGV1pdEGgFaCKW0krgijzKoarKrCrYEVYUBFQBr1BeAa4AIKh38HPFccDUjb/164Fvf+/Hbi7Ic8Z4orAiSEHFWAOu5N9KwEpQi5h9HAvwQk13vfkP/J742jffWrWhBU32oklb4ZPNcEqvP1nyfkUjmGD7qlu5ezgmntyzt+Dzep0rJ5HufDnPuXLPnEyQcyyHgCibQjujwn5d0cwzva2irpLpSDkX184P1FYqyT+hD2o2HHDrRCHO169ufrZCZZa+5sL7RWf0/lht3FUoXwygcr9kWZ9WSeutI/FXlt6zOvyJwZXfRAXfb/ma5nmYBqY7VkAqVoL52MpHV1JbMt6bov5eve3ZFqx1D31o912h15ltZjZV4LXT9rjLshWkxm2V+zx97entbH0rUznmrCt3583hmE34NMvZG+Dviuvw+zhdlgND+RWw0QHsC9Sf04b128D07+GjR+4kFngFtHq4tOwxvqT4wMep+qULF32VQPI0AZgYHbey0nP+/AJF+EgnYIKEzyFUKXz48/FNPh/kTFyYIABAgCYOmBYXbGp22m7cuukA4357e+aY5eUlGxsbtzOnS11VNDIyZouLyw6HmNjdvl3lMEjn5mPf63S/VUEVhqIFxYj8DwHNUHBhUtZ6v83BFaorTBA5lgkFJopMeHzSI4C1yAQkACeUTjv37LWaOsz2WLlwPqOmamq667CqufmeTwKBSidPnrKBgSGbm1vIwCuOQzG0L3GYzgQJQLBz9y5XTKHAYiITJi2TDiJ27dptwCqgF/BL4OrGjVs2PIwPoCH3n0WagD8t6qBfBK6Y8DN5YmwIOISfAVzNAK6YMB+w8xfO+ySLYxkn2gmoQq2FGSEQkAk0iiHAFXBEbfU6E1AlYAWAIfik1xUrUzY2Me7mU6jNgCmY1LmpW+s9B0XtnR2GGgVIBYiora9zRRqTXAJtAsDRb8AU2kF7yMd5OUBE4IfYoU8CqQSuMFEiACXIE6Cjj7hnADwCV4AQJs6cA7UUk1DUWGP4PevtseIjh/2eAkYI8ACjMNnjGAAP/T4yOu7hbvM921u0386fv2CszpgBV8nKgvSd+o0Y+BaUYQFcoVA7ffaMmwsCqDgnddAuAn3DswgUQvEDFAVQ4fsMiMX1AK+454AsmDvSPr+u8XHredDnMIFxab7X4vBrLJl4U6b8SoW9tuU1u3rlivuvY3U82ge0UgBYEQBVoX/Dao1ALIEs+ry7u8dh7/4DxdbZ1ePQin4CYAFvtm/f5ZCaceU6aSfwFGgDrAEgkjcwOOBQClNZnNVzfagYuW6AJ3mM5/2Odis6sN/vreq6GgdO9Fdfd69DWNqm9kpdFW8DSwNknLL+gX6rqavzOoFW1N94p8k2b3nN/fXRhonJKR9zFln45CubraGhyVWgjBcKK96Vr7y6xRdhGB4ZsytXr9v27TuNdwmwnjAwMJgxkWVced5QIm7dutUhK+NMuwjkYxIMpAak8ExyDO8hlGyTk9z38w4JX928xaoqb7up7+zMXEbFyT8HqGt0dMihVXV1pd+PgBpBK78/ceAewStUSiiuAF1bt77m4Gp+YdZmZ2b8nmRxim3bdvhvAGXHJsas4U6Tv/u37thmJ0pK7Mb1W/5uA8bTD4Bk3t/844H3+fGjJ2z3zt3W5H4UA8wRtAJYxcGhFkqnhSX/7UJd1VDf4O8LIBh1njh50qE34Iox0e8VfcczDxQ/f/6cnSo5aVcqyl3xxYq0qHsH+h/YzRvX3YyVdyL/GEG5yPjwW8L7GxXyzVu3XLnMdVAnzxD7gcDAM8zOGUN+gzg/72zKoIrk/rh69Zr7McSklGuSGitWVwlcSW0lYCWIpf3rAq74DPnWd39k3//B227mI7UUZmP4tQI0oXiR2korCgpUob6SAssdsidqKzlkBzpwbOzbChjGCmSYCP7VX3/RUFs9/Yu/d387TIaZOKPgKat+6OogFEJAJiAVwIlYwIptQgyrlFYZbachFiCMfTIljJVYQJ40fIrBVBpACRbF+YJGcRzvLzQdH6/zEK8FrtLHCGq5f6uXgzN2zARRXbHSH+OJ4grTUMzIpHoDXDEewAtgItuo4sgDXslk0M0FE3AFvBK4YmVBACR5lJWjds4JqAJYEVBYobrqnw4mhSjtgCGAq8994c31+1reqMneffc9N/+NARUgiiATQamtGHfGTWPP+AtwAbs0pozfp//mi/bOO++u0sNhEhXxl1XKZQFJ4ZNNVcWxqyliAkzA0TUAC2CxiXQeR8kvdF4mjVGdni7pWAFy1MKcmEn3S5tsUwJJcMzegbN2Vq7DH07SWelJcno7UyfQby2Fygdpa6I2wr9SSUm2bX7uVL2r9auXRX2CI3q/5gDpuOYc5+wF9kvmuh02rDHu2YKpFOfNfxx9nE+Vsjr8SQOQwu+3VKOizeDM+6Wce4R7NgWp/FShXwOIo18pk9um1dsenXKNe+jDu+8Kv86opZkkyjl/XjL31Mprp+0rgI/XkNtHZNFP6fs8fe3p7Uxj8iRCfYzJ6kHPeny4X9dLWgAiHJsPZAKonvFcvZR9t/GMct/kLx/OUnj9cavWLw24cmAFtHqYBVcxvGqsb7BzZ0uts73DlVYosQBYU+OTdvHCBZ9UMCkSMOK/03zAMxHm4135ABCAFUCAmMmUTxAAVzPTdvP2LVfWtHe0e5uWl5cdYDFZZRU+/gMPiAFcdXf3usoIFdaDB/3+ka8Pfk06+PAHIqCcYbLAxNYVRrOzvmIh4IoJ7ALLkC8vZ9oJaFteCqaTglfEmH3wH+/p6WCit2tvkVVW1djMDGovoNeSmwBev37TFWKoJGjvuXPnXT1x715bBjgxacTxORMWfAypP2QqyIqKTIKn3HRs2ieQTNB37tztagSgl9Rde/fus0uXKhxUKV8x58EnFRMkzOwAT7yf6AvGBkUc4IoAuOrpDH6wmMwBCOgv+h8ohDN6wCOTKSa0ACJMBRlr6iOPMSXMoVZIYBUABqAhxdXczJSviIfqhVUPMQ8EUuHrB0UQqgvMBYFBOGtH2QOIAOQBBegXoBewgnMyMeT8TEJpD6ZuXBtmT7RBAAj113QGUAUzL2AEYCILJya9n1CscN+gpOJ8BABEVXWVbd+23WGUAzPaMjke1GHFQcWHYpD2CF4BuWgX4Iq+C+BqwgBXrBR5/kIAVwIh6VUFaT8B8BbA0Li3R+Bq1+5dPlGmbibdnBcIQz8w4QZe4CAe9drHX/6E9yn9zfUAcm5XV7lySiaL1IEiDrUZ5mz7Dh7w8aF+6mY/1wdoRnF16eJFX0kRhZub4uHHKlJXCVLR10orlvKqq6vbnxHAFSorFGkAHALPPvd9S0urQ2xAD+3g/YKJI88FbVL7uKcAbSjJgHInT5XY73/i4w6uuGbuHe45njHUfISTJSf9WRzsHzDgHGbF8b2RVVuF1f+47+LA/dHd1+MgFl9WrPb4iU++7Odg3/jklA0MDtvJktO2ZesOVzsx3mHMJ+1ea6u9tmWbK6B6+/q93Msvv+KqSeA0CzkAOzBfxZcagIP7HqgBuAKWqD5iVK+8V/gnAfcCzwP909XV43B7YgIV55TV1TfZq69udvNB91E3wzu6yWERwBBVFxAKEz78ePE8CVzJzE/wFwgFwGIb0zpUVzt3breGRkA76tHwHkLtxXg2NTW6Kd70zLSrS1Gnbdm+1a7fuGET45P+rgTEo7oCwjHOgCTGvrWlzYr2FNmlCxcM5/dSVgmoadvf24Cs+Xn3mYiCuLnpjh09ctRhEDAfk1nA7549e/wfLtxL/HbQv/Q570zezz29vVZVXWP7Dxx0iIS59/jEpF26dNlVYa2tbf5OBHrz/uT+4P3J+4B3JMCf83Df8s8B6qYMefwm8n4NfRL++cLvKP8gEOjiPMeOHrUzp09aT3dn5h8rMiMUpCIGUKW3MREkkL9u4AofVzhV/v++8t0MvAI8YdaH6Q8Qi233b5VSXMXgCvWVwFcMrlDxZHxbRWorIMlf/B/P7I//MpgIovJh8oyCA7CBMuojv9voqwbG0EqwSsAq3kc6HQSu8sWcA6AliIUpIY7f8YclcAX0URrYFKcFn6RoSgOj9LbKv0gc1yFYxfHpfMGpuC3Kk3kg27HaiuvHr9hXv/mWA0jGwh2wJ2qrNLjCOTeO2wUtHFzNfCbXz1UCsFxtNfTn7pwdgAX8IA9gxcqCKKtQW8mnFfAD80IUWSiuAFc4fuee2vhb3x74v974svsrA14xxgJXxGwTpLCS4oqyCuxDQafxa+n/M4fQ69vKF60tC73WPNLN+HK1DGuWL2RnUuf7qvXDaM9abf7AbV2l8he5Di+7Sj3KLri+Asdd9f6q44KvY/WGPSuwjlBu9Xr+Sfck17DWM1Lodea7jnW9dm9rvrP86vNe7LowUX6OmXLqEl60fOrw970JHHLVFcorINbyQ3ucACyUVZiQ1VbX2JlTp33JcEyCgFbAq5GhYTtfVuYqABwnM2ECHvHhz3+P+VgHHPFxzqQJ0AEQYDLFJITJLxOquYV5B1eYih08XGx37t71D34AEgHFFfAHtUBfH362lnzShekQZi/l5RWuJmBCQ0D9Q2DSwAQOpRDgBXBDG5n0lZwqsT379rq52hjKnNkA0YBe4bxBcaVJAROhMDFDcTVnTU3NBri6cPGyK5zGxvF1M+xKMNqJuSDwiMBEbd++Az4JZeKI2gHoBNjS6oZMyOZwoN7T7Y7oAQZ3W5oNcy2uievAB9H27fhXqnIFBnUA8Jhgoj5DSYFpIiaJUl8B9bhmwBUTIZQLTMRidcb01LTNTgVw1dXRafv37XcIRB8ydoJC8jVFHoExBBwwpvQteTG4EjBKx6iuuro6M+qqMLGfcH9QKK8IgCsUQUAsYBYKFqCDwBXH0C9cG+ckTf9IcUUeSh6Bq9nITDALqXKhFRCFa+BaUAwCrlAmjSSgjHPevHXTQQETSvqHFTHJB/IA2YoPFVtnorjiOaBdACHAFeZIjCdQhvtF4AqH5MAFzs1kWT6ugD+Z9ifgyuHV1IRNTE95H+HXC0UUCg+dj3PyrPGc4cftSkWF4SgeMLB1+7aMiSzQCoiDeo0VGQFsHEugLdyLh44e9vIoE0coz/Um9yTgCjNCnL2PDuOcPYArnFu74iqBV6FfsworQSviAK7GM4orQB6KK6nSWFETcLV7d5EBflmAQG3A757Aldrd09vjKicgHWbHUlYCkc5fvJBRYTFmwFDeOTJH3b5tm12/es39DE1MjDq4khJPsVRX7kQ/MeEFfADJAKwKjAmQEBhLP6O46h8YciC1fccuA3LQx4wZJo6Aq63bdvr+7p4+O1h82DZv3uIA/Pz5i24GLH+C3Hu8L7jHGWdMV3m/eV3Js8mzzvMKEKFsAFcAzWFDCYpCE8B+7PhJe+XVzXbrJrCIxRhmXCXKPwm2bNnmK2WWl1+yri78ao054AVY8QwLEs0lvqBi1RXwqqGhLoCrBsBVWOSBd3JNTZ3t2LHLGhsbAugCds3PeR9yP/H+lzIVOMT4cy1cE+8xgP/Q4IgdPXzUTpec9HbznuYdLbNu/cNBeQJX/H6dLjnlv2c8v9QHpCJNX/Euox/5HeA9wG8HoMnfofOL/tyimjt85Jjfo4wpY4VCjr5DkcuzCIziWnlWgFiMHc84edQFUOZdzDkEyDD3BDZzbsqgKARI8u7nOO6Xuvpa279vj/se4/3AdQKpuH6pqQSs4m1MBAWtSK8buHrn3Xfta2/+wM0FfXXBZEVA4BPQiYByKh+4kqkgcVpx5SaCHP+5AK5Qb6G2wmcW/rNwyP4nn/68gxBUPpimAUZQ2Zy4Nu9OwwEtrB6IKkqgSuAqDajybQOr4nwgVZwnmKV8xb+zt9v+991Zp+7AKkAR7VEaeKQ0+WkYxT5CGjJRT7qstmMYlT5O26o3Lqu20Q6C9pEWqFIaf2HkAQUv1j3y8fnGt4JTdtRU8n0kcEEs5Q2KKEwJcd4uxRXwSqsLoqwCNhHj00oBsEE5AsAKMInZoHxcya8V+/CBJXCF8g6guvG3vj3Ac4hDdmAigeeOMRakEswinzTAijRqKwLQ6vjVOX9OAY+M82ff+PL6NvJFa4vMDF/00I3yv8Y9sDHuv8aDt9H039QeQG0FvJKPqyf4uXr40PP4oGZlvBvXrtvF8xc8vt96z1hKnMlLQ12NO/llks/HOR/sfGADvLo7u7w8E0HAF3XgJ+vm9Ruu3sLE8NbNm9bT3eOqIhQSQAomm0zM2u+3+4SCCRcf8ydOnHTgwiSis6PLZqfnrKe7z65WXLOSE6d8YoDvJUwqmNACCTiWCQAQjUkC//GWfyYmDpiFMFG5nfjvAVgtLOCXZM6WloMpBhMfTX40WWOCdvdOk+3ctduK9h2wc2UXrLziqp2/cMnhFBOzsbEJm5+bdxXT8OCQXSm/4k7p8QfGf9pv3660c6XnrPTMWe+r+WRVQnwRocKivaxOd+XqVW8//3V331wHDmTMMPF9w/VxrcCow4ePOLy5fLncYQnHYBbJhIfJNT7HgBlMAukLzoPiwBU+05P24EGf3bh+zfbs2eUOnqurq3z1MUzuqmuq7WDxQZ9wNTQ2eptQ8lAXyg7G7P79+97nTKilEopjKTQW52cdXAGG8DGEGRvAgck/jukxHQSoTEwHZ/WYCwKFbty8aS337vkknwk79wWTcq6P60DpgPqE68SsCgfOwSfUhPlqgokfqxhcMaHWNr6ASKMwuYAfrb17rKGxwQEaEK29K6xc+Mqrrxr+jFDtuOlZAkOBRCgpgLWMi2CKnLDTLiaywC72AS/27dvvgJfxIY/jAG5MSgWuuAYAll8LZoSuEJt2CMZ9vGv3bp8ocyyBc6A0wncYfentHBu11vb7tmPPbtt/qNjauzozKjJMCHfs3On3jMO4RLnFpBp13s5du/xekYpMgIyJNSoRJumTE5M2gTJthH4fdJigayDOwCrgR6JyAwIJtqDYxM9TcfEhH0v1E/7tuO8xkcUHFX3EPtrJPQy44pmnHvJc3bZzhyueUPT1YcZ1+5a9svlVVz8xjkAroByqMwApZlzARRQ3qJnwp5S5b1J+0IIKC7PS4HeO87rvuaK9/v5iNUsUV5fKKxwIVVy95qoxB9tDI3b8BP25x31YYf7nyqfJaWtsuuvmcxcvXra+3geuxNuzd59DPFRHABLGg8A4MM6831BcAa54/46PjbmTcZ4Hrg/gyzuOfqG9qNpKz5136ILyi/fW/uJDAVzdxnxwyheBABYBDy+XX3Eog8P8o8eOWGd3hwMonmnehQSHWNEiGLwbAUH8DvDuwYE/aiW2tRopCr+tO7b7IgZuej0/5z4OAaGAVXzUuRJ0dtbbDfThXcEzwvt5fn7BAJqswneu9KxD0iX3QRhUsSyuwbY7RkdtxT8dcK6+tGhd3d22/8ABf5fMOGjKgqujR4+7cop/LKCgReFXVLTfAMvAvuaWVrvT3OKwD99gwFUg9NFjJwylIO997lfe/Yzr0tJD/8cCi2egDO7p6fXx4zq433gX46uNfxjxj469e/ZZ8917rii+f7/DDh4strq6+mShkQX/TQ7/RDjrkI174RELqSwvZhyxC1bFkAqQJcftyl8/cPXOu/a9t37i4ApIEEMo+aoStAJOsV+mgior5VWsuIrBFeotTA+ZMOPbKp/aSioOTMeARpixYb4HRBK4AkK9CLiKoRVpgap0HJdjHwBLaizOj6niv9zS5j6wgEIomABJgklAIW0TCy7FeSrL8el8bQs45YtVRnFchvMrpPMdXL3c7PtJ45Ad31ZcDyaBX/3GW8Ep+6c/7/6rAFeYbApcAS4AGgAOfFBxDKor9qOOI2Scs4//lYMr4CPqKkLb0F+4uSBwC6UW5oKMMYAK9RXQinC79Y88XxALxRXHYMK48ffiPYBJ4M9/8Y597wdvuykwK4gS3v7pL+yv/8uXw/hNf8bNMxlXxhCwCJyUskrACiUWZoTsu3b3U1ZUNmGvHh1wcIVSDnPQ/+dzXzd85v3T/BVqivhP07qNs35YPbAx7h9Wz27Uu9EDH2YPSG3ljtkxF4yC/5d+ZMQwnxkaGPR4fHTEP5SZtDzo67EOoENPj0/WgQfAGhRZmGSMDA5Ze9t9u9/a5jH1oOBiG/PDtnut7hsHczgmmTjlxXRPK8ih3mLCBRDBRA1VF/+NB3YtzuM4fsHGR8attaXVgRSTViaxTKT57zYTKAITBSCN9jPZA3gAPqqqqvx8DtzcD5fA1Zxfp6CVfKa4mczcjC91v3XrdjftuXHztl29dsPNeTo6ulxNhWKAVQbnZ2YzfcFqg6hfmPAD4KoqK+1Bb5/DLcz0CLQjQI1WB1z4D2KSw7XTv1wf14HaCQUCpotMnrkmAB2wigk9Zbhmrp066VOO5TgC8Ixrp5+YbDIhb2u7Z7du3bBr1654qKq8ZT09XW72Nzoy6segakJJx0QZkMDklDwUHwAA7hnCDI7lp3H4Hhy1C2CxDbhi1bTyy+V27Ogxh45nzp51f0o4qR8YHHTfUZiPshIjKqfDRw47JAPQEYBmXAfXTj9w3UA0VAsoJ/Ab1Xz3jgMIQR+uMYAHmXsFUIWaRuofAZb6+ho7cKDITeXw5XSp/LL7k0LBA1w7duK4gzYmwpyfvgV8cH7axaQSwAKQoX+AC0BSzIYYX2ACwAPwg6qD+5t7kvsdcAU4icEP21zHVAJ+ABeo5oB1qLkAsmxTL/U7uNq9y52332trdUjDdeB3aXfRXl95Un6gUFwBrgBEQDeuh3ZzDdxTqNhOlZT4c8j9QuB+pJ8BW5zX29PVabdv3bCmxnobHhpweIXyiusQCNI1sc0+1JRcM3UwftTJ+0SQjHPRf0VFKK6y4Ir93Oc446cfuQ/oP64B+IHJLVCRgH80wBU+rgBVKPdQn7GyH2CL1Sc5lvrCeVqyoFDjkNw7AlfAIQJjzPOAX7qmu3cciqEKZNEGnLADtAU4gE8onABXHZ3drt7BETvwg3KokPCdhyrqxIkSd1SPQ3fKsKoo5wv3x5RfL88Z4wCs5XmcGJ9w823vz94e99/Fc0JfAZN5J2x+DVO8W262CPwpv3rNfW5VVdf6ewvg0na/w1B90W4Alrdt1067fOWy+4JzWBWBq7TiincuSqb6+oYM2OQdpHfDzapKHyMWpqDc7FwAV4wTiisc7FM+hBnvX8AV92NQXM15+1lZ9OyZ035/Aap85b8EVAGrFFDKzrO9vORQcdfe3Xbr9i33uUV9KJzoIxbRwKcWSlaUsjdvVtquXXvszJlzvjAAK11eulzhwI8VXhmX2bkFq2Nl17373Pzx9Kkz7ottbGzCAdTduy2ez8IDvJMAzYwV7wLua+67paVlq66utT279llLy32HZjU1QaV7/z4LlYSVCPkHE30r6MUz47/bD8MquEArwJTi2Cm7VFjElFk3cPXee+85uMLPFavKobpiWXugFCBKIYZWgCvBK+3H/xUByCXfVqi18G+F2korCeLb6i//zy/Yn37m8+4kmpXqABpMkjEp23d+wn7ro40OdwBYgCPBKtRXbMegaa20jiNWuXx5AlmUIU1MOUGsTN7ebtu0s8NNCQFEwCJiwaTVFFaCSSq3Vqyyqj8GUjpfvC9Ox/uV736tPtFs+LQiSG2FYgZTUJx1o4rDOT5KKkw2gVNy0B2DK5Q2jNMf/Onf+QqDDjpmPuNAC1jVlYArFFcCV6hxGFfyUNUBo1DpAK1QXCkArFBcEYAhOGdHvQVU3fgrvAfee88MBZ2ePcxxUTbyvLFiJM8f48e4AKsIjA2B8WP77oM/dYjoeVu8TkkAACAASURBVGN/6Qq4k9fn/dk8V7XsY0MZxhV/ZPcG/syf7+//8O3CG7ouJRPTmFV8Eq3LKTYq+WfYAxvj/s9wUDaatNEDBfeAQJWbCSbQSmk3I0xWGcR88PXHT+z1x/jCwgdUWJr70cNcU0NWAQRcUR4/WQTMComVhyILsCU/WviTCj6llt3PFudH/cT5iWW+R6w2UX5pYcEeUm5x0SdFTNiYHAG8qIPypAlM3Jhcs1/5mgSp/nCueVtcmrOHD8NS5Fwn8EqxQNZd99+y201EJt3XyZRNJSsFAq34jz0QbyEJXDMqAiaftIOYNtEPKgPoyk7YQlkgBOWVzwSd63RVk6sYsgoHyjERYrLPhJoyBK5TaU0eibN1BAflrjxyNc9EBvi4yozJ5fSMTY5POLzs7enx81AH7QGOAUyoL9O2mWlbmA+KDMEr4pBm0j/hxwHUUE8Bbrq7gnNp6p2aDGOJKoI+YKU3FH3AOAIwE7MxzseElgl8HFpa7tmDvl7DYbib2yV+rIJaKfZpFRRMaaiFT5/a2morLSt1czP8IQEmMB3EvAx14OUrFdbe0WEd7R0OIpmUypdNe3uHjwEQFcUIAIEA6KPPgHzANpR1UgMCi7ieKUxXBUwSc0GBH2L249CZCSwQD9gC/AKI0i/cB6iJgGtANnw8nS0tdaiDAgfAduToEattqHPQAtgqPnzI1UaoJ4E/gFXaA0TimgBsHIuyDkUjadrN2HE9jFFL8107eKDITp86aTiQBkzltjsALMErYp4DQBkO7PFjxLUAVcnjnmLMUbKxT20CMtB/QDOtasl9RHnK4HeLFeqqaqpdbUU/AOzwaQfQw3caYwhsQpEG9L3T1OT1MUbAeAE3QTfdH4r1HHPd9AfnxK8Vfcl9UnLqtIMrTMqa7jS7YgpH80ePnbQtW7cb4ANfXoAhVhJElYN5HubDKLEw5QMynTh5yo+nnP5BwLjQ54wz9xeqM8ZsbGTUn1HuIRRXKPGkuKK8K9Re2+oO2QFhgKmyS5cdXN28edtNmIFoFy6V27XrN433Gium4nMLh/6lZWcd/EppBcT35xnTwci/Fe8bAAvPNPcNilC9a3m2K65ddTUggMohFwrehXn3mYZKEB+HvDv1zgOKAzQZX8rPLyzY4PCoHTl6zMrOlTq4kroKeKU0MUDLwRWKq+UlX4yDZwJIRv3Ux+/D4OCQHTp01FdlBVzxDsckmxVbUV75YhdDI+4fbGhw2BVVvkDGzJwDLNRYFy+V+wIDjCUAkjp8EY+du43+RUUFfAVe85wCnhgr2sC5iooOWkd7l/v2unLlmu3fzwqlvb4/qIHDbxnPB/cp98FDTP2Xs+AKaCVIJXUVMYorgSzKrBu44kvjx2//3NUZqFsAVwTBKQEqKa3YBmwp300EE2j1uS++6f6wAFcyM4zBVbySIP6UMDsDkgBHABrlDU8cCqEK2rSjw5VWDqsSJ+xKC0IpjsGU8gSfYlCVTquswBTbpLWtWOW0n3rk1P23X2vLMRkUaIrhFBCJEOetllZZgSfVp23tjyGVyiiPulU+Bleo2DAVZD8KKnxbobj6D//5mb3+J2+43yNMyBgTTMJQ2qCsAlYJUmEiyLjhG0sqHJQ4AA98VAGbACBpcIUqh3GmPlRXKKxieCVwRR77fFXB8b9yhVDBX8O/wQVRUn3xH7/tq4ACiYFUwEiZ4TKGBMaVcWCsGCNiBWAWz+GVptdt+6kRu1D7yBVzjBd5wElAM0ALZR73x9U7n/LxxPz3O9/78a92BHxFrRIrWbEC16+2GRtn+xX3wMa4/4o7fON0Gz2wvj2QBVePgo+rR4/8v7j8J9cBVuLzKkCmR/b4Yfgw5uMXgPUwAVcApWVWJEzKy08WPrMAV/KdRb5CnPfk0ePgWwvYhali4jQ+QCzqDuEhxwPYHi5lwvLSoh/DvgC7Qlk+9mPwFfaFPE0EgFYCV+xfdJOTeXv0OJhfCFgxOSDtZoSL864q2bV7ryutmNzNzDLRCk7a+S/8/DyrFIZVrBxMzc7bApOkxTD58PMuLLrKSvDKlWqJWgFzGCZUmgQSayInGKfJIL6x2CdIhQ8ulfWJXjI5U1rHUSbUG5az9wkeK4bNzdoiPr+I52ZtgdUfZ+dsMQmzU0CvoIgQ/NL5VacmtRk/OIlfHEEszIaoA78w1EHgHLPAP/xtEU/PuEKPlS0BWA60poKii3Q4PmxzHdoO9dE+TBazztkdoiS+rgBYKK3iIKgFnMCfD6vhYVo2MDTkfq7kHB7TO5Q67BvD8XbirBxYODQ87EAOqEY+IBGlHCCGgAkjKiPgC/lMPgMg6vU8gEjsnJ02SzGmNOAKOAmsYSKMchAgBuTp7e1zoIE5HH6pADSXKspdEcaEmWPcpLbytnV0dxr+3VAgYeIG+AJSAWKADoAC4AiQCLDEPlQiQDDqQJ3FNXOdhOY7mDvtslMlJ2ygvy9HaUXbHVQlKw4GeBVMG7kGzolJFpAPwMKkHiDJJJ08zsv5uQb6DhgCrGE1OGAbpre0BegBVAS0YHaMqgqAde78eVfPoZzr6eu1u/da3B8VwO5kSYmDAOpD0Tk+NpoL3VC6RU78ga6ME9CBmPZTD36t8HGF37Fr12+4CdluzMRKy6yru9cGBkdccfXxT3zSV5MESp0sOeOme/jwQ62J4glTPXzhnTl7zlVXqHlQaglyMs70N9DwzJmzruYD+KHoxIcT9xjjvn3HdoeUjF1fb6/V1NYa/rUOHT5qN29VuingkRMnbcfO3VZ86Iirfh70D7o5IfAFFRZw7XZllV9fTV21sTqgwJVi918FlHYzwfBO4f3FWAFJ6VegG6G+rs4OHjlsW3Ha3tTo99fk9JT7OEQRuH3XjhzFFf2LOgnFFc9PBjQNjTi4CqaCo8HfFnAqMVuMTQUXFmZtLjEVBFriP5B7GNNK3sO8l4Hm+CHEVBO1FX4UWfkRcFVXFyAUCt85FuKYXQiK3/lFB4+o4ligY2xiytVWmBfil4t6WBUy1NHg/8yI371cy1yiRANcHSo+Zp2dvTa/sOgga+/e/f686jeKmHcbz8fZs6UOi/n99d/hBF6R5rc5DbAEsZS/ruDqRz/5ub39s184yMBckCCABaRSiGGW0gJXQCuBKzcT/FxQW7mZ4BvBTNDVVv85qK2YVLsj8Md/4/6SUHBsLxlx31b/0+bWjG8rNxOMVFcxRCItGJXOT2/nKxdDqtX2qx5XfkXtUHlilGHBqXuAWAJJwCMBqnxqLO2LY4EpxYJRAlFxPscpPz5nnIfCSkorIBa+rVC1Ybb55nd+6GPGqo74t1r8o791xRXKKKAUQeBK5oKYBlLu3/6Hv3eFFr6PUGIBPAAagCsgFpADIOKmgkN/7qocyqKuo2ystAJaEeTzCkUWpoLUw3258Ze/BzAHRCkJKOY5i/3GAReBTIAqxg7wyDhhFsgYAqnwPYZqCqiocSLGBxkKq7OVS66A4x4AdlEXgePYpl6A1uX6x/bn/+n/3VDH5R+mjdyNHtjogY0e2OiBqAf8wxc/GQCoZWAQ4GjJXn/y2J48ARAt26NlVtgL+/Thy391SQeAxIcy0IqP5kf2+qMnAUI5xHoY6uCD2j+yqS84gScWsBLoClALOAZIC+clph34LvF2JM5o9cEOUPL9AKykjKCVYJWruhaDsstXRUS9tbRgQC8mOa6qSuCUFFb6T7bKoeyan511583lly65edXJU6es6e5dhxtMShbnF8Oy65hL+vb/z96bfueRXHea9c9MH8986DNnumfj6Q/TtmdkS7WRLO4kCJDESoLYSIILFu4gAAIEiH3fd5AsyTKnx1ZLlto68iLbbUttS6YkW3ZLdpUkay1Za905z4385Rtv4gUIVpFllUycEyciI2PLiMx88z6498aSreI3KwkOh9hGHSiU5K2t4EcLTbVlW0VbAViEFsJSgC8BKHGMdlV+nvt8oTyC2XKoy45+tOFx4jiZ9tPzSTsqQzmAEm3Tx8rigq0szNsaY1yYt2V2A6PMwrwtJiaAi75DWNhBDMGVY2LaJBawQrhNBdzEN46bDabOmoFWwbSQtj3QFnluMofGFDvqJUAn0ZwCOAGmAgADYgGwEjM7yidmigJl9OmaV8kOfRoDY+WaiWNwJc2aOYcWszbrO+LNeAzU4rwDDPxiMbYEbjj0Sp2O4+Qc7TW07EijLYeJHP6rguaUp4Ei7tcq5MWgSrBKY+fYg/vrCqaP7hMrGQ877hECeMMf1ISNjQPLJtwHFf1NTmJOCHCasumZKZuZBTxN+X2Nltr4GD6qphzgCOBNTozb6Miwa7ENDw0ax9ShHXyDkcbB9949u62p6WLYlS8yEXRw5WOUQ/Yp74N+pjDpGxu18fFR72N4eND9jJEPoANgEUjjtwzn75QdGR4yxkLM2LhGAr7aOm93WHvHLRsY7Pe8wcF+6+vrtZGRIQeSlBsY6LOOjlt24/o1Nysd6O/z62BtfLzJ+LUerJ0DT9Y6WVeOaaunt8dhmmsD3gnagGjdYS7XfeeO+zXDBLaouNhe2bnTmpqb7fJltAevus82ro3dOwE1xMDNoeFh93HU0HDGzcyAe5hFouFIudu3O625GZPfZmtqumS3brX5PTYyMmzNLU129txZO3/+gm/aMDjI7nljhllzWXmllVdU2Zmzja4F1Nh4wcrLq7wc5oPXb7RZaXmlHS8td4gFhGlpbbWJySl/Jy0v5T/fPGMEmVOH52nBzYHr6+vc+T27WlZUVbrpKmAPv3hoDcmcGRiH1iBaYnV1tcY9wDN9+3aHm5ACwICYgFTgDYDx0KFD7ieqre2m+9Tzfyz4e3AxfafzHlpfTf5hsL7muxcCL3HIj089fOsBO882NrpZINc6NDTi0Kmvv98OHzlixSUl1tbe7vff+Ni4DQ8Nu0+3ldVVa25FK7Pa/c3NLyza+OiklZVWWO3pOlteWvW2Dh487E720Z5i/ABPYkK6o+KFC3bk6FEbGBqylbU1u9HWZrv37LHGxvN+vQ7YVlbdN2Bp6QlraWmyRfcxtmBjo8M2NTnuv33x77PMAqWBFcdPFVxhXvRP337LheCvfu2fHFwVgleCVWhfyb+Vmwom0CoLrthNEN9Wf5LsJvj7f/wVF3DRtsIsTdpWwI7q1nsOYYAsmOMBitCwis0DBYsEk4gL5cXnlVY5YuXFcXxeacCW0nFZ0monjhmznLoD32KARDoGTRwrb7vgSnWIBbSoK2gVx9K0IkaDjXlF24q6gIu///q3PaAFh+kY6wHoYE2AS7GpoLR1AE/UBWzh5wqtK0wLgSGsIeAKWAW04pgYQCIoAojCfxbtA0wwCZRvKzStMBMkBlzhSwnY8qMf/zT63H2eZAbe+uGPjef0z//ya26iBzRiDVkTgNX9//TnHtCeQ0PO1yIx4xS8QouK+QZCkSawoyMAmTzAYWXTmj+XpIFZrBnrT9n24Y85gMRX2ZG6OU//4ze+93yBns/A8xl4PgPPZ+D5DGw5A/fvr9n9+wkUSrSY+PgVlAofvwFSxR/FSqscEOl1N1O4b/fXg5kg8YcfPEj/A0xZD5HWVQyuZE4ora7w3+PwH2RBKmKlAUs6Vqw8gaugsYWpIiaFwWSRftZXgV2hfgqqHGStuAB2by1f48rh1eq6of1z89oNO32q2n3m1DfU29nGc76rHJpVq4Rl/iNPWLL1teDcnViCFQIeApWC+vfyy0u2xvkkAJMweQnwCtMWjnPnaUMCY2h3wVbkNBlolGg6YbZHvpcHZqVlgsCpsXi8uODQCniF5pW3B9xZSHxWLc65JpMEVmK1p77jPOpxnrZVjvMBPgXgFdqm3ZxfrIVEW0r9OLxJnGWTR1nBhMVFYFUASLRLmvNxe0ozJ2oTYLWZ1hVtOIhKtK/QwHL4lDhOx98UmkMCG7OJNhGwR6CK8g5BknOUmZsNYX5uOnViThmZB5LOBl1Lvula5PQ8gWJzc0CkyTztJrUVazwJSFHWx8qYSU9PpuPQ9YQxT9u8rhswNw34mrTpGeZkyp34V1SUWWUlO3/2e5u+NpHJI+Pw+YzBXtJvGNtkYqIHNGNnQsaGgA/IAcgFTTjyKc88pvPJ/EbXwrxrHXRd6fUk86Pr8TaStdT8sqZaV8at4zgOZYMT/aANGHxPMdYA84I5n2tmzc26k3x2Td27f68DE8ELIBSBckDIkBbEmnEAND425hpl1EHbyh2pJ/cl16nngJhr93X1cgtuAogWFwEn8UPDIzY4NGxj7ASJyeDElJsooiWIxhe+m0ZGx62n966xAcTQ4LD7fZqfX7KFeZ71AK703uGZjkMA7AEGj4+P2M1bN40NANCwQuMJSHf92jX3sRdMfieD1uC1a55/9eoVGxvDN9+cgyvgHD7kcPIu7T7q47ML09DW1ssOEu+th39AaFzEvHPvuf+rZTdHdAft/X2uiSeNPMyAMSFF6w3fYufPX/T5ASox7uJjJW52y0YSQDVMfNkVde3eul25dtUhWMO5M3b1yjW7cO6inT5VY7137trK8qrNzeNb7Lxrc5WW0vZ5vxZ8x6GpN7+44AFts8NFh21oZNidyKPVWXmqyjXNLrdedq1MtCXPnGkwdnlkfviHS39fr+8weLm12X8H0KxKf2cTn1fkSeNK6acKrvjCePOb33fnzQCNrNZVFmLJTDALrWL/VpgI4kMJsyU5Zf/UH33Z/e24WdpH/8zhCCZr7DD3G0eHXRsI0zu0rFL/Vmg5RZpOhQCS4FH2XKFjgai4TpwXp1VfeTpW7PkJYIvHSJpr+A+v9SaaWDmIBUgCHkkDC9gUgyvBrRhSKa1yOs7GMbjiHH35LoIJvPo3//G6O9b+oz//qn39je+6P7L/71PBZBPtN0CHwFIWXKFhA8BivdC0YQ3R1AKYcA7zQMAVsEqaV8SYowlcAbWAVoAv2kLTBy0rAIprXCXwSuCKfn7yk59t+QH8r+Xkz99+25/Rv/7Km+4jDvNOtN4AVawFGnMEjjEPBEACqQBRgKbrfb/j8AngBJgCGKItxfxzDmAIhAJQcUzAdBdfaCVnFlMNrDM3XneoeLJ53UgT0MzCZJCdSJ//PZ+B5zPwfAaez8DzGdhqBoBWhAcP7nkMAOLDF2AlGERaefqvrY7jmDSaTw/uPXBNKnxifeT11/M+pL38/XBe0Cr4zno99YP1+v0cKNN4qIcQEh+Tp6AxevsP0CALOyOicUUaE8YArBKA5RpkaHSFbdSlXUX76kd5QCe0owBfwCl8PWGSM4OJ1BRC4rT/VxytJoAYvrcoLyBFe6QVADik82BRAqDWl9HQCmBKsEoQS2Ywil1ATIAQbcUCm9ISKNWX8jkG3qieYsqvkI+PqkTrCg0synJOsUCKAJBir5+0rfII+3G+ygoaEXOtyi8UU58+aUsAinpqQ/ApPvbzEQijXY1bsSBXFnrpOA+AJHAoCzJoS3nEqgNEcKBAXgKuAnDJ9/UU4EsAIDofAxKlvY+kfbXt7SeATf0SU1Ztxe2rDc5RTkFlPT+COBo3sQCQyqg/wAmO/c+ebbA7d7oSoJVomNFH0p63FfeZzAvtxv2oPP3QNjtt8qwBg3y8ie+sdByZ8aYwLulL7VOewBxkQ3yO+fZ5SuAVx6rHWsfrATyjrMwGgU4BLOXAE8czs7PWN9jvJoyYFGLG6fmJ5k0OXAGvgg87wbC47fx0uL+YE+5X7mXdDzpWu8F8dt7bDma2wfRWfYTzObNdNBY5R8y5YFIcNEX1rlDMO4XnMw08y7wryFtedDAzuzDv5oALaIIuLyVto+2IJmnOB18wcc7V5ZqCZmUYm8YRxpZzWI82Ke9ZjSl+r4fx8U7F1Dv4PQSe4RMPc0tMdQGC/f2D7s+qr2/AgR5lmT/8yaEZhsbXlcvBvx7rwHnMackDoF04f95ampp9l1g22nAfhysrrsWHKS8mfpi7YpLLBg6+ccbykjE3+Ec7WlLs5sfAtcXlJTdpPdd4zk1lgWX4tAPqDQ0N+HuPf2jcvdtjtTXVbrrOb4p+n/V7iNa0YJXOcfzUwdX3fvAj+873fmhfe+O7rs0hWCWIpWP5v3ITwa+86aZmMhOMwZW0rQSt2EkQzRC0rYAkABI0eAAeZRdWUq0gdvADCMXaVg6FEnglaKR4M6ik89lY5Yl1Ls57XFp1iL1sBqzFeSrDtQCx/s+ddwwwJ8AUg6g4nQVSOhfH2TLxsdpPta4+0O67NJKPdhTaOvgz+8yf/o1DD9e2iswEsxpXgCnMxWQ2iNYNa4jGFeAKWEKeg6vpoGklgCVzQeAV2le0kTVDRCMI7St2GwSkAK7wcUXZn/7051t9//7Sn/vBWz92zTi0FYFVwF/mnTknoF2lWJpW+J/C7xgaUkAq4BXaVIApILFgFuCq9up9n2vNf9ZsE3jF83m4di4NR+rmjVBUH0LFxVWHkLwjnv/98s3Ao0cP7dGjX77rendX9MgePXxoDx8+tPfT1Dx6+Og9H++zu38e2cOH76fZf3d33C9TbQErN8eTY9cICAGCgDnph/CDeynU0oewzjk0un/fXndTwQf2wDWuAriijRQ63UMr656bEwKvFDxvPTFPTMrHfWssaod+lRawIg+hBWAlaOUx/dG2mykS55zaIvAIUilWHsKAwBPQCj9U0twijWYVMSEITQu2tsqOhDlQJWBFOwhRHAsgqX3qej3MBRNtLN/CPfHZIofDCIICWZ5Oyqo9xbRLmwRBozC+nLZXoXzgDqaBa4nW1br7uAraE5RHcC8EgMhXe8QKglA6p2NBJwnYKWRKtKQoH/dFPYCB2uWcIJXaICYPgdkF3qQtL5uMT+0qT+Og/MIm5oK0K8BTCGrQVgxCVJZ6DpgiTSUBEoEQYkCN6uu8+nEoktSPgYm0iQQt6Ie095dAK9VVrLYV55VPYI7GozKFYoElABFtMBac2RN0rHPZvnVe4/UxFJgfgay5uSmbVZidND9OQBVtEzQe1dHcEOs85zQW1VPMNQK3OGYtNc9xmnPKV6z6HAM40AyTuZ+AkPLRNMIRPDva7drzmlVUVlhb2y0HWkATwarQRjhWG4rRspp1rSyAEuApX8MwvoeZVz0PmLvqeYiv0Z+BpdAO5x02JXBX1+j1EkCsZ0vPoN4vceznEnDF+4mwCIhfW7N5/PAth10E3b9T4ptvaSns/hogFrsBBofqAl+8+1RGfvrk52+F9y7v3+gfA7xn+V0gTt+5vmlI8DmIOTfvbd7n+BcM7/R1W1pa9bCyyu59bP6RmH0v49tqydcI/4H07Rq99I0/w8Ul/0fG7PS0vxt5B4d+GfdC6iye+xFtPG0q4f661lZ9g4Tyqkorqyi36blZ17gCXi2vrtjCIiaX4+7fCx9uQDzmA20rfrNpH1NB1lW/hdKu4jeRNI7ZBa907qmDqx//5Gf2rW+/5TuSoXXFDoMxtIrT2nUw9m8laCXH7O7b6vN/b2j3yLcVDqMxZ8K8DHiBKRiaHsCeX/m1m/a/vdKdmgimsEpg6B2Aqy0hVNLelmUSp/BpmUJ1CuVRj/wkyNzR29nXZ8C54BPrtmtbAZSATMQAKAEq0oXyBKl0TnWUr7bwb6XATo2HambddBNtK3aABCKipQO4AnbITFDgCnCUhVbyl4SvI4Er4BVmhjJJA1pJ0wpYlZoLjn7cNbaoi8YV9wDaV9wHscYV8AqQwrl/reAK31Vf+uo3XGMRYPXbn/jLDZpVglZoWAESOUZrDmgFRCQADNn1D1hFAGYJJpIGZjHXgEJAFhpUxGhQkcc50uQBsU40LrsGVvGZBSu/uGLHzi7a3pNTDhy/8nfPwdUvk3Cpa3lY9oKVPdTR89jskfXseMF2lPXYw4c91vO+mRvGXWbv9XCf2f3zqMd27Oh5JiDu0cMeK9uxw3YosNZbMbJHD62nLFd+0w0jvFyZ7yTF7lTZ0LNZJ9ttf5uP56OeHbajZ6sL2mZD77CYNK7cfxTaVmhXJRpWxA6HCmhk8QGsD2U+kB0c3Q9bbWMe6CaC96ifM10IoGndXscP1oMHfo40fq0Er4iBSpSlTfUBUCId2oggWALb0jEkMMsdtuOby31jBR9ZD3D47j675LdLPrFCTPsOveTzKhF8JAAhyMQCTzAHzIErhLbVlQCugFAEhBjBqTgtiKRzxH5eGlcCUomZIMIK5xEEY4gV+gz9cF7tkvb2EoClcpxXmj45Vp5DJTSukrC2vOT+rmRaRz2FFEAlIIt8BGHyVYaYY/Whcxw7MErAEvkuFMtsLwFQylNMOReuAVOJMD6fmAVKMGd+KMMxZQQcvG4ilJPmnAvuidmgQwrqJGNSXfomT0BI+WpX7cT5Khv8Y+XAiqAQdVVf6TiO24rLKV+gRXBC49Mx/VNP0Il63neigaRxODRybaFcWdVRmfg47p/2EcRpgyBQ5fAo6ieuo7Ian4ATfcTjjfvEDBFYRZiZDWaJ8XnVAzwpnzyNA/9ocT7nskFjVD7HyqMu+TpWmWwc/IwFP2yp/7JZ5oi5mXKtnctXLrtvq+aWFmtubrLbnR1+3uuyk2Tiy436nk58tsl/W+rDDX9o7vMNf0/JBgMRnCLPoVUCdwPACmazjFvPpT930TPIc6NnWOf8uUm0OjlPXd4PHkdaknqH+LOevKco4/DKNUiXXdNqUf74Ev9+8rvnvvrw0cf7L3nnSbOUNiiHFivlSMfHgC7edXpP658PxOH9ij9D/uHAcfBr6Gk0sJb5ZwQhwCh26cMfItpU8gvIueALEX+IIdAn54OWLb8L/KOCNpb9d2p9PfwzRO9qYkCT6nOdXMvC4qJ1dHba0eKjxn3B/KxHv1ueTo7vuy/K8Bul32n9ZvH7p+v23+Lk91PgSvBKOws+dXD1/bd+ZAQ0rgBX8nVVCGBpV8EYXGEmBLTCMbvMBPFtpZ0E0bbCtAnhGjACuABoHG1YsP/x1286sHFtq6zpNvO37gAAIABJREFUXQSAYm0npVOolIVMkUaVykoDSkDJ4wL18tqMwZTSigWottGGwyuVS64Rc8IcxNq4O2EWSAlMKc6CK4AX5wSuSOPfCnNBTBPRcGMXQdb3D//rV1NtKfm2kpkgYAmoxK5xgCvBK9YMcIW5IG2h6SPtHwCYa9AlpoKsLaaABEEswAlQhXYJ9EPbtAlAAV5hqgbMBJgA03728389Glc//slPDT9RPDcAXkBvrE0FnAJSARp5joiV5hxzCgR05/iJ6WYKDcfCOnAOrTvgItqOxJRBM4s1wLfYqZZ1q7y06j6uiNGoYj0AlNwj0uYCbOHEHXNCfGn9w5vPfVy9QznuF7raMwMPz/SqH1lP2bOBGmYPrewZAZNnOiUO3J4luCo858/s/nkm4Oqh9QCryvK1DB89LLMdL+ywgqyHczvKrCdSS/TyhSBhMuaHjx7Zo0Kh0A3wJO0Xql8gbyO4Krx2Bao+law8M8HI15U+jIkFtwSy4v/eKq2P5d/6yIO8//ACmhT08ayyyn8diOXA6p5hNihTQT7E+TBXUL045lwWZpH3AN9diQ8r0vqoV1uci/OURvgRTCJNvvJicCVNqxy8YhfB5bRNCVICUhKq0rYSDQFBHcqpLHXJJ1aIy3lepEmlMtmYOi48LgHTchpgKqfzaltlPV91l3OwSuVcmI39RCXAinzaUBy3R586VhkBAQnLOBtG6AYWCRilgnmUjyAu4VyxtEsE2QANDqMSCMGYdKx0GkfjV57ghfpPxxNBjbRMkie4IXAFqImBis4LehQCKpRhnCoTx9n+YqhCn/TnUCgBdpz3PhOtLp3X+NK2MxpPDn0iLTDKaayKyRO4Ut/Uk1lenE77yQA1jV/n1TYx4yamD+CPAteg8dBH3Ibq4yuMMpqvbPs6jsuorPrWOZXlvO6fOE/1lEfs44jWI9wHXANzFnxUudljZvzeR3Qv4a+MwL0d1pXrCnOjfjUuxqbxLQrKCkpF9zfl4+eQOtzz5AlIKU/5PFN69uO6ylM5f28kJoICzA67eJfwHvE4gHLeB5RHu9TfRymsymmUxuAq/CMggfvJPwSol32v6Z3Ne5t3Pef1Do9j0vfuaYMOadyGmN8Gf0+7f8LcPx68fvIeVVu0r3e7xhK/45Umpo5vBOK70y7789p+61ZqCoj5ImXUP07lqcfv14PIt6N+/3K/ZTk/kOTpdzWGVvz2kq+8pw6uAATf+s5b9ua3vu+7C8rXFeAqhleYCsbgKmsm+LkvfN13OEP4Bo58+rNfcZ88v/v7X3TBlx3pELDxv4PT5//91W73bUUMMNIugg6ZBIiI9+VM+zaAKAGh7cZJe1uBqzzIpXbjekrrXCbWGDdAsgjMpZpYm/jEigGUtLAUA6VicKVj8gjUdf9WH2i3/+H/uu4gAq24f3gz+LYCirCzIwAEDTjXtnr9sw6TgFYxuAJYKQCZAFTAK+oAWAAaBEBT7JQdIOIAi53rkp0FASW0LZNBtKq4H4BagCs5aAeUAEn+Nfi4+vGPf2p/9aU37BOfeWQf+/QXUzgFjCLwzAha6VhaVqwBc8n6AJR4roBXxECqVAtu+lOeRxnMOjnP7o5ALAJpQBaQEZ9Y+MBC+6ru2gM7ffmea1sxDvyaATpZN9pxSDb1Sb+Pvv7md5+KUPO8kV+sGXhm4OGZXuZDK3vhGUGaZwJMnulkJI0/a42rwnP+zO6fZ7QOEX/KX5RC/ZG32X3mwCkDTwu1kd9L/tGTtp9f+wmOCq/dEzTwREWBUvwnGCiF1lUMqcgnkOc7DEZ+pvgA1ge0PpTjD2MBLfJULs5THc5pR8H77DJ4D2fu+T6u+BinXPyhTv342NuRqWNkQoggoKDyOg5CQj7UQlAgUJY4FkwwESQEE5JgMqjj9ZVQXm1LiCEmT0KW2td5F94i80Hlq++soCiBT/k6VjvEcVrliJWvPI7j/PiYNALpBqE0o1Gl+mozGxdqIy4jITkFQwmgksBLLHiE4KtyijlHWuAqbS8y+ZJwr5gyCoxP6WxdjgUNBIRogwCgUBynVU71BFpUL64j0EIs8KFyHANm1LbK6LzaEbyhX4LgVLY9P5+YlmlsalNlFWtc8bHSxDpPTH8OZiIfXowpDuqHMcd1C7VJnq5NZdWHYtXz/gvMkc6rPx0rVvscx2Pz9c7kqQ7nVE91dI5jzsX9aT2Y6/l51iXn+wqzQO1cSBuqq/Z9XMl6hvqJSWAEtRiPQlyfNPc0scZMrOcwTvMc6ljPPnmUJSZP+cqLn924jMoKNsXPL2kd86y6qXP0nuId5lpVrpmV8+/n5aRlmtFcpY7ekfStNDHvW96jpHWs93KhPM7F5eJ3sOrp90D1VSZbV+VVjpi6/D6RjsEVmxhcunTRd6MEWqHlxa65tBH/Vqm+fuPiWL+5+p3lXPw7SxotK4ErypF+6uCKrw40rtjFDa0rNHPQuhK4ErzayscVGldoW/3p54NT9j/4s781fFshkCPwoh2CthXaGTiJfq1yyjBhA8bIGTvgKgY6edpPERwSGMrGeeUfA5fyykZtp/lx/Tj9uLLxedXbJOZ642vm2pkLNLEwnfz3L912bSmHUR9o990BgVLSrhKoijWt2EGQgJkg8Ar/WgCq//6P3/F1RQuO9QBcsSYAp1jbCk0oYBJB5oLStgJckQZcoS1FG5ixAbDQumJtASCYowFBiIFWrn2VACzaVPtALPqjrMwF8XWFnyvq/MGf/q29/USfxO+fwt/69g/sL77wdcNBPvPHWgARAUTAIcz+WBsCx8QOrgBHD/7YNdUEoABSzD3rArjiWEAKuASY4jzQkSAAqWPqEXSOsg65knYwOWTdGSPjA1yxjpQHYKF598bzXQXfPzffE4z0mYGHJxjDkxd9hoL4k8KHJx/8M6rxHFy9u4ndeE/xbGxlcrfh2XnCe+eJ23/HF7jx2t5xU9uoKFBFLC2rGGDJhJCYj259UOtDWR/VxHwkK5//Escf0Cr3+oNgBki5tHxkKgi8cnO+5D/M+vBXv3GM+YaO9TFPm6RjAYK0zlNe5+K0BA2dUxzyEYJW7V4CrmKAhb+UFF5hjpKFXYnwJEEqjiX8UAdBTMIYMeeIJRDGeaQVJFiqnIRJL5/UVx5lEFRj4ROBtFAbKhMLrKQVdF5t6zguT57Kx/lxntKMC6FWIQZWglPkcV7HwAGlvV5GmHewkEAhbz+CWTpWLOGfYwn9npaZYAR9dF51dEx/mLZlnYMDNgLsyAEOAQsfY8Z8LVc+pzmkvNBODrjE4AqwI3hVsN0EbHm5dEyhD7WveuqHY9ICUUp7nEAr+ky1ryLtrbgu5aUJpXzyFJTHTn9Kqw9dE3G2POOifBwoE7ehc+RrrVjbOJ+01lP1s+d1TDmNQ2XJyzufgKfZ2QATAVdzc8E5OuBqfi6ALt1vcX2Nxa83acfv8+j+5bmJ6yhNHLepY8qTr+eNZ1PH8bO7tDCXvnMoyzm9H1ROeconVpr3DhCKZ1UQC99xjJ885cfvL8zoYpM61Vc+vzuU13uSdyP96V3q77oMqIrfw3rPk6f3uuK4nNovVE5t0Cd1dayYPH5j4mN2MySf9sj3vsi7hynisr/L0MDDIT3Q6v79+3ngSvXULm3Ev2P6rdVvnn5vdcx5BfKk8UzeMwFXP/v52/ZP33nLvvFPP3Dn3TjwBlgBsGQ6KHD16G+/YewqiMYVmjyYCspMEP9Wcsr+yT/8ku8kCNRAOwThF7CBU2gclWMmuGNXT+oPKtWCKgR6IiCUBVY6TqFTYiqYHqu9qI303GZ52Tocb1I2hW2FzqudbcQxyKJNjmVO+O9eDLsTShNLMMv9WP1Gzp+VoBbO4JlfTO9YN7StWCOBEmAWEAJAAogAIClkta4AHYJWrKHgFZo/2l0QrSvWGFBC0K6CDq8Ss0FgFHUFx4BfpAEwrm2VOGcHXF3s/KiDL8b+y/L39ttv2xvf/L7vuInvKkwBmTNpvZFmLQQSiVkf8gkAP8CUNKSIAUcxeAImOXhaCNpVnOeYuY6BoaAhMSCMwFp4OhmDj+P1z7qWHOum9dL66T7ADBhtzffi71FPmftcInYfNC+8YC+kZjmP7KF8zbwQ/BBt9OSSlOH8jh32gpeLnWwHAb+gWRAXiCbFpifDDKRjdK2L4PvmhRd2WFnBetGYd3AtO6ws9XXzGNjwsCzT5lZthbE9LMOsySydP+Zu4ySlSynhO5hLhTlj3nJjVNHtzeumPpbewbWo5zgO6/+Crytz6WPNm3fMopJ11/mtJiBqPG7b7z2fBwo87tqjRlTW+2ac3Bfx/Re1pzIF5ztuM5uO7wPmoMx6HmIGl9VCi8tl7z21+fhri+clO+fbv3/U3zbjAhDoyZ67bfaTFsvCnexxWjCXeFhmL8QO4gqMOVc4m3oH7Web2OTY5yl5JrZau02qv+vsGFhJw0paVpxTWv8p9v8IO1RKNLXuB9BEPsBJsWtNoW3Fx/P94OvKTQDxMRVpUPFhj58rhfu+A2D4yPePe8ABAufCXALOApTCdIQPe5kBqk195NMugXyl9dGvY+oLyHk6gUxK31tDuyr4LsEMcBU/KKsIIpigJD5TEj8pnKMego0EKh1LsFK+jhmHypNHkBCoWOc5VhnydCwhUrHqxW3F5ySMkhcH6nFO9XVOwq3qFYoRRinPOYX4mDTtxG2RRkAnRrh2AVuaIomgqzyvm0AtNFC4FwhKC2aRt7gQtK/8nPsIQhMp8T0kCKD+EkHe24/HkYxVQr/6Ce0H4Z9zAgykw3EAPPg0clMwoAU74fmueFM2NzNt87OCTgGi0Ibgh9IxFCFdCM542cj0LgVH0rqKYBNluQbVAVx5XgRrdD305c9bAmd0TJ7MADU+zqlfaUNpvGmZaPxqy8cRQSvlE3POj5NrUzqGOGnbkamd1kDnOFaaNggy21RZXbPmQvckx5jb6bxileNYbZNH2sfJvHJO852kfW5mgIo4cWctuOdzgFTtUi9tO7lXfd10zyf9UkZj1b1LnM3Xs6g4fQ4TIEU+z46fz4As3gOU1/tAx5SN80kr8F7ivePaUxG8AmD5+2iFHQRzmp9qW9pW/MZIy0pp6sXgij54r+r9pmO9s/W+512vPL2HKcs7l2P9BugdrLIcqw3ySMfldU71VSYu5+moH/pVPV2P+sPnFb8n+LLit0/5lM8G/bYJWDEG8jgGTAlS6XycpzQx7T4TcMXXCEI1TtqBVtK42gpcAa2AIZ/74tdd24rdBP/sv/13NxPEKTu+rQAbAA6EZoRodjZ78dioO2QHXknbyuHP/j77VXbsi0zqUnO7CAoJVGXjzcBSmi94FLWVnsvmZctynC3DcTJWjX9DGbWzSUw9hRhcKU1MH4JYAClMK5k7aWQBtUijpcV5yqJ1tadqyncPfPOb37cv/e037JN/8KXUtI81QYtHsAQYQQBkCHDIDE3gSho6xMASyqF1hcYQMRpBrDGwCnhFjHmgtK5wFE49gRnaB9QAQPCxhGN2zNQcXHV81J1/0x67673f/3CK/1+SXQHRoNJ8A4qYxxgWco45IpBmftCgAgYyp6SZFwJQSutDOQLHrJHyaZ+2YghGWsCMtLS7yFOacXLMGjFO2hYUo23WEs2s91Ljyv2zINBHMCL4lOlxaBUDFcrmCY5wpx6E+JjUBME8LrfRB0zu7pMgnsvZmKI+jpfdV056GgiVdXSOv6QMBMIRcwpEAEycTxuJErQX+915fFtURlAtA+5tgCVR01HSr7fgteSPa7vz+jSvJRpmJrmZ0L/5HMX3U6ax/MMC8GE71x4aKdA/2CsP2hUok7kn8geUPSpQP4FlL+SZtRUoV6CfJ7q2vPaTK8a5/zbun+xVPPa4wDps/7l7bOsbCjjgid45VqD/DZXwhxbPSVrnkb+HUufsPIvxK4mG0rIbW83lZNrPndgytfH99s7a2bKTLU7qY5ePWf8w5r/GSQDqIEggbEggY2t0/kOsbcnZ7WkVTaRkF7/19Xu2tsaOfvfsHhDqXtg9EHPAB5gBEif/mVacfqDjyyPpm377+nqtqemibyN+69atZDendd91am0V8xAEEYSCnCaY2ooFi6xwgSDhIfE1AiCjDHUkOKBhpd2n0KhyX1arq/6fca7Xd5VKQFcQRnKmKbQhYYVYAhrl4sC5+Jg0ZRXrvOpLYJSwGguREh5ZKwdJiT8Z116ITP6o64JqJIBSV3mcpz8dKybP+3cH9Et5mk8ajwv8SfuUJT/OU1vkI2THQefQ+CBNmTj2tIBWBK4ErYjZfU0BDZeh4WFjN7fxyQmbmZu1yelJm5qZdOgVj4ExxmMhrb4pF5fVcbYOxwCMmekpm5yYtJGRUd/ufmJ83KYnp2x2esbmZmZD7M63E0CTQCSBD8W0pTazkIR8gJFgjoOoCEapbrYtv8ZknCqjmDYpTyBN2bj/OK3xOJCJtK0EhnSeMc4AqBII42PeBFipTgrAkjocezuMLYJx8bhVV2OMx69rys5FXEZtpes8O2NLOEpPdpMUUGJOVEZ1fJ4iQEVZxqlr1vg1DjTKFubzNcQYi489mifVox3BK5XTGOLxkFbgPPdvHMjzesmzw/MSPzuk9d6gXvzOyR0HP3Uc83zr3ZW+G/SOiDSw9M6gTLpbagK7PI93XibQLu8+fxdn3pF6J+be0zltLL3z4zguF6f1rles/jjmN0Rl1ZaOORfnqb5iaSgD20hTj7az9ZQfX4/K6HeRWH1pTOQRBKfIV57glM6RT16sacUx4ZmBK6AVWldZB+2xqaB2FUTjSppWgKvUv9Xng1N2zATxpfTh3/2cC78Ivfg8wuEzzsJxHL5jd49DFsEZAA0wyuHPJqCHc1lgpeM8aBSBpoLns1pZhaBUnBe1l+1H4CkvP4FaKXjb7HoKQbqkLPOioD6IyQP4ETAF1DFp5jRArS4HDph+Ak3Y4RGzPgATmj5AJoErgSTBlBiioGUjEAKoAFwQ0PwhoLmFRh3rTLvUBbAAroBWpN3X1ejHfYc7tKsAIQJk9MkxDsIBV5gKEtdfe+A7IRJ/8o++vMVn8C/2KRyu//Ff/J0DXOaZ6wbYEZhbngti5QGZmBPKMc/yGyYIyPwJXAGnqK82su3QlqAVEEo+skgrCFJxzs8nsIrzglt+fyTwijGxroxL2nWs/XtlKojQ9cIG59gBCsXwKdwV2xXIsuWyx7rHEPYzfmt0KooLjzFoa8VjBAoVBCYIrRJ4NxNgyY8o0Lba8iG8sAHmRUPfkKTdjfO98Vo2VPSMzDw+5Wsp3Ce5mX6Tgg7htgUBN295e0Ch8Bg2XaOou03LxPdEVD6b3LR+xjn7puW21U+h+S2UByh9N/dP9uqi4wL30nafu6iVbSQDIN7wnGa1qQq2lIHLPrfMB1qOkYN2NDPRvIvvzXfSfsExbMz8lwZXfNzycawPYGlZ8eGN0NTdfduuXGm1y5dbrLW12S5fvuw+Oa5everxlStXrK2tzbf5BlIBdIBYmD14uHff7q/fc3O6e2vrhhZT/DGudDqG5D/NCFK3b3fYmTP1VlR0xJqamsy3D0+0ntDuQqvLd3tazUEnBIFYCKFdhIS4H46BVf6f/MRMBWFJ5UL9sBW6zAAFrrQVOqYdlCeoP6ULHceCIGnKSHAjLSGQWPnZtIRFCY4SUOO2OSehFGglcIVQyznFtKVAPm1wLAGXPAJ5ilXeyyV+pSRUx0Kz2nBBOYJAErwpS5pY16A66k/H9K12JMRL20owVflugjWPWdKC7+J2qrrat5i/duO69fbdtaaWJuvu6TJ2+9MYaFvjimONTbHKcUwQuNB1cDw9NWE9d7qt8fx5O336tNXU1Njl1lYb7B+wmalpB1c5eAXEwlRuNtHKmnRoRNvxOGhXeYIfHgNxokAdysbjittRG3E5lVdMuzpPWm3pPHE8BgEl4tkEYDEHqqvzgjAcb9rWdLh+mVl62QQCUZ811vXGbZDWmJXWMeNgPFOT4x4LrHGe+dCcqJ7yFudmjUA5+kzzI+CqOmpL44vvSfIUfI4KmDVSX23ovtZ8aS7SZyyCuYxJz4Xqc6yg54Zjpb0vrjuBV3EsiEVZvU+UJibwbPJOit8Dem/o/aW6lFE6W0Zt5NXhfZjxZ8V5vRvjWO9pYsoQx4F3PeWVp98AlddvAWVUjjzBIWLVUUxd1SOtunFZz+NcAq04VruqS3n1qf7icao88InzglLKJ0/5AlTK41jwSjF5yieP9jh+ZuAKZ9iAK/whoXX1N3//rQ0hBVdffsPBlaAV2lb4t8JMEKfsaFsBSjBHQ3hG4EaT5v8+PGj/06+3uXYQwMVhj6CQ4E4EpzaAn+gc2lmEQmCqUJ7Aks4pVv47igtpXOk6onMCT3nXk9HYSssk+QJSxFlgpXPAKgEszAoJmAgy15h0Ak7QjPudT33Bta2ADGhbsS7SuBG4ApYoCHoARaS9Qwy4cE2bxMk3kEUwTLvgAWGAG9q5DuiCmSAaVwAPtHfoh7r0AyChrPxcEeMYHD9oh2pmHWqh+fd++uM5+uzn/i71VyXApDieU/IEroBPDoemP+XAD/DH3DisSpyrM//ARNUT6NLacexaUglsYp1ZcwVBS/IdYP128KElWMV6yDxRae4R3SeMnXHJdxntvle7Cm4UusJdgYCcJ/h5dkZw3PQGoly+GVXB9rZhJkgXm40xb0c6F7wzAmwqzKJ1pespfA30kV7vttsKICGtt+l85E5sCTgeC/Gy8/p0ryU3ymyqAEQpADryam0LFGxXE4aWM9fu0CL/Hsvr36v0uFlfHtQoeE9sqBkytuwjGs8T3C+Fe4raSgsUmPMElG6APtR53Hqk7W6SKFB/W8/dJs0Vyn70EIC8I6OhmZTc1v2y8X7foFmljn3tIg3Kd9i+mtsq3jhPhdduqzbezTk+ZPUh7B/XfCwnOwkiMHV03LKGhjorLi6yEyeOWW1tjZ07d87q6+uttrbWqqurfVekvr6+VMNK8EogC2Alv1DE+ggPwkAO/Hj/iS8twBKCTH//XTt2rMTBFZpewKs12nAItm73VtdtdSmnMSVBRrtQ0Sb9hPycqQj/DUfAoI/VaJcqyq2uoPW0HLSsllfcGXsMrlZX0ETLCS8SRCSAuACTgCnStClBTmlijTHUz8ErCYbkS/ijvARJ8khLSKX80lIQLiWASiiV4IqWB3UQeIkV1AaaTqR1XmOI+1FZYu4NCdrsfDY+NmJ3e++4OZYEaQnXXj4V0CNBPYEHMsvK9kV9ggvc0jxZCKZYAIHg9DoAnHAMtJr3nduam5qs5FiJnaqptsqTVVZRVWlFxUXW1n7T5uYD5FH7QAgFYEfaXzJmjrkGlSl0nnpdtzusvOyEHT9+3J+P0tJSKykpsfa2W65phdYVYWaKeNbmZuZsdnrOtbTmZoO2E33QlgLH9Ke+iQEwgBCBDUAHu82pTFw+Tqst2lY6jlUf00bSKudjScBSLh3G4EAGaIc229SEzSTgysslpoTxWH3sglSUnyZM5gAT6SQIVKkPHWvMWgfdI8oPfU/aQP9du9zabGca6qy1pckmxkdTSKR5iWO1twFcRc8GZXTfxDH3H+MTqCKtcY+ODtu1a1fs1s3rPj96HvD5pTmnLcrfvdtjV69etubmS/7uo50UXCXPQ9xvofHQvoKeY+pQNkDtYGqbfVfQD+UFmvSO0HPJOb2/aJ/8uLz6IuYcZQm0pzhO67yfSzR7Ae28+3VO79L4OPue5Ti8Q/Pfyfo9IVY7qkus34ZsLFikspwXHFLZ+FhpLx/9fvH7op1tqRcH9Z9tOxwHE0B8ZOm3Wb/THAOeBKCUL1Al7ar4vM6pHueeHbj66c/s29/9oWvoZMGVdhMEhvz137xpX/zyG4ZD9hhcffYv/s5wyo5vK0CJfPggaGMuVnJmMd0NL4U0sZbV/r7gnD3WdFI6gkECTjG4SgGYIFgEuASkqBen42PlP3EcjQsoxXXlwanM+Sc5pzkCUimo/RhckUbTioCJ4N6TU8ZaYCIIfET7TeZ8aEcBGtC0AUoIRggiCVgJpABHZHIm8zDAipyAY67GOgPE0L4iDRhhzR1eTQXzNiAHWlXEgCvACH0SSFNefq7wy3WqZd1eKR13cMV9Qznutbd++IttNvjjn/zMvviVN+xTf/Rlh4MxqGLOBP4Uc16aV8wlc6YdGYF8+LGShhVzBDRSHa0V8wmo8rV8/bMpdNIx6wyojMEVkIp7wMFVooElDby4PZmSqn3dL4yB8bEjJO2j1fde/OUBm6hDTHliS55waqPg6PmPElOdxMeR+yuShpPa3CAYb9KWykfxZmPMA1cIppgElpVtGtLr2QDMGEuk+fUEbRUEctHYs8nNyxfQPtvOvD7Fa8mONXdcQBB/HAjYsN651vJSm5V73LU/rn86eYJ1zBuTDrbsg3smAWdP2s/jrs37LzDnCbgqDEoL3D+6ju3EBdZhW8/ddtqWH7KyrO+xqPKWc61yhedEZ7NxHiR+Bu2rv39pcMXHrAIfxfJp5WYO66uusYPm0/HjJVZTU20DA/02PT3tGlbEPT09DrCI0bQCVhEDdgj3MCFcXbMV4BImdr5zUu4/4imc0X/OXcjIaUQhyJWUFFtzc4vNzy8Ymk4eVjDlC1BpLYFI+NdCIAj+qIJGVRAQlA8sCgILQoXAFfAKMxmHWImwtby4aCtLKz5uxk4Ami2vrNjiUnCmG/pBOAtADKHDhZdEkJKwFQtrpIPQhxAYgymAXBC8KEOQACgBMRYW3ZcTmiEIqfhymg1whfwgnAaHyPjV4dpU12OOE3gFfCLPQRfmUYmmCX0CwxYXclpR9IGgjX+eIEyHepOT49ZQX2enTlXZ5MRYaM81QqgfYBn1ACII0MqTMJ0Cg0g7RMK5jy0RumMokEIM9xsU4BW+g9C6wkywo6Pdrl2/bkMjw9Z65YpVnTxpZ86dtaGRQfd/SxPkAAAgAElEQVQ1RFv04cDB/Q8FoAb08OtMNIgEBjTGwvGsjY2N2KmTlXa06Ii1t7fb2NiYdXd3W0tLi93tvWuzMzM2PYVW1pSDq5npWZuZCgHNK/oVwEmBlOcBsXIQiXn0cg53go8pygdYk9O4Csc5Daf4WOkYIikPDSXyOQakYPrIMVpLQXNp0o+9blKGtQBaEWLoFcoEgONga3LCuFfGx0YdVNEH/alP+sI/GGUpR3ukCVp7jyPQqPUQACImj747O9qtqqrCdr76sp04XmIjw4N+LluHcSiPeIFnwM05E39VGV9sujcpq/4YF/OlcQan7MG/2s2b123f3j1WUnzURoaH/NkJ9YBJ6mPWxsdH7dy5M3b48EHbufNV13CNwVXaX/I8ZJ8fjUvvC2J/FyRAmj4Bu4uL2uQg/13BM6062XcQbfMsCk7xTvF3RKStqXOKacPLJNqdeh/6+egdx3uXIA1R14ZdDWAfc3B+I6jr8CnRrtJxDLnI0/s3C4nUt0CRQJbe2YViz4uhVQG/U3F/pBkPv50rK8v+nqOf4Pcxp8VFOX57NN9qg99f6spPpB+v5Tt957eacRE4L0CFprR+x4k5R8x5YBYhPv/swNVPfuY+rnDkLT9XgI/YKTvQioBjdvdv9YXg3wrfVtK2+s+f/msHJQjCCOVojFzs+KhDI3a6kx8mQaI8gJSAp7w8wask5lwc1E42Vpk0PwuRaE95mT7SOtvJVxuRhlXabnRuO3mCVXEsaBXHsakgWleUx2E7MA+fQ//45vfc5PNPPvf3hvNswJI0ogAY0q4BSACF0NYBhACs4jSAQsAKcAJwEXRxP0vzn3ZQgtYVu87RBwH4AdhAM4ddAwGXQI62wd9130wCIQ5JEg2smwO/66aC+EErPrNgv35owCHckbo5q7l8z/0pAVK4937+81+8/Qa/+/1/dp9iQCLmjcCcad4AV4An5QlYoY3oczT6cYdWzJvM8Dgn4BVrWUljjfkDJjEvBCASAW0qYp2LwZWvf7J7Ic8oIS6vNokFF1kvjrlHGLfGjo8rgOX7BVwBuGSqI0Fug3ZMciIPhhUQlHP181PbEqC3JZiq3YyQn4U/T9DW5iBKfeXHm5fPH9P25zW/3gZn909wLfkjjY8KAIPHtbvd9S1QblvX/rj+Gf52ysSXmU1vWT8DrgrTpGyL7hNte89LgTl/X4Ir7k+0GbNOpzJTU+A+yJR4Yq2yPKD0DNrX+PL68czCa6fyTzvmw5YQfwTrw5iYD+yenm4rLT1uZ882uHNhwSM0q4BXN2/etPHxcQdWwB3yENyBCEuLS+7jB3Opuz29NjI07KZcQC1AFPVGRoaMrcERVPnw56PfNZrW1gxNrhMnSu3ixSabnZ23iYkp6+3ts/7+fpuYmEh3ZKJf/G5Rb3ll2Wbn52xweMh6e3ptqH/Ax7A4v+AACuC1srzidaemptKxMt6R0VEbGBhwP0VLC4tGHcy7hgeH7HZ3l93p7XGfSQtLgK3VBG4lQlVieiIhSTHCG0Cnr7fH7nR1+xzMTs0Y7WPWljf2yDQPwQ9hESF8bHTYRkeGfP4ZM2MEjAwODBhtzc/O+TUODw3bnZ471tvb69fFrlVcF/0QQjo4MAe29PbesTt37nh7tMt5NJIWFkOYnZ208YkxXyfaYm2Hh4c9TE5Ouk8pxnL48GErKirydnwHtcSfE+Ni/gA31A/rPWLj42MOJHIAKvjykaZYAGOzLniTphx9M0baIZAmT8f0OzsbwFU4P22TUzM2PjFl/QNDNjI6ltaXLyx8X3GvEMeBvGnfCS6Mi/4FJfLjWZuem7Xb3d124NBBN01kfhgXgevVOImZM11DGC/gYi4tH1/PzOxsyJ+adlNDzA1nJoE9OXCsNicn6Y95yWmgaczE3EMAGodJaGwlQdCIc6RVxo+Ta6APAmPLpbkXEriVaH9xrOvT9ccxz+vt27ft+vXrfm9q7Go7tJ+DVQJXDtAiSCaAk0KjVAtt0u8T1p5xMPcdHR124OB+Ky074c8PdRS4RtLxNQsGMWeaP1/vpCznKa8Qj2Euas/BFc/S3JyDTJ6NyspK93tGHmvPPah7gDFPTE3a3f4+O11bYx988UOudeVrB1hLngGNiZh5iIMgryCTa1RFfuHCM4W/wpwvOGlN6nnTMXXJ45j3l9oEOjkMS6DYfKJ9qTyVp5zAVgqvEoftbr6ctLO8HHzyOVxHg8s1rvhnAJpfaG0B+BMtLACW/z6EfzTkpQW2knewwJSgkMOiyDQQQMRvm2JPJ/9woC7lBaEcJiXmg/xOEjjP7yOxjnGwztzyPr1x44bhl5Fj/pHDbyW/Tfx2kuYeuHDhot24cc2BnNqKtZXXk41K1KdibaIiX5TE2hHYTf2TTVX4Xf9w5Ocq/a1/lhpXb79t9p3v/dC+/9aP8vxcZcGVdhTUToIyE/zMnwZtK3auQ7MHoRe4AZA4cHrGgFbAFYdSGU0rQJHy03QEjWIIFae3DZgeB5CivrbdpupEbQs4bQdSbVZGbWRjwSriWOOKcjhnZ0dB5huIgOYcGnEf+/QX3UQwD1olpmHSppGJmYBVDLIAFI8DV5xnvQWtiAEhaAqhQeRmZWPBVLB9+GMOsNAqQpsIGCLAQh4mjjf6f8fvF5zQ7yybsP3VM66tB9DC3JAxodGHGeQvyh+76jEmAE8WWMWwTxpTxFx/19gnjDlBE425ErCSlhV1KStoBTgSWBKsYq7jIBjFvKoMoBKwCLSSLyuV2wCupL2VAEX65N4QrBLM1Jj+0yf/yjd2eC/WYjMolAeZ0oFktKQQ7GNNpbxyBcy4AESJgL9R2Esrb0hsNsY8javtCKZRy3Gb2hkwPf0EbW0OotLW8hKbl48A1BPO69O6lryB5h0UEMQfN0dbQp+o8Ww72732bL2oyTS5nTJp4QKJLetHc7Jluajd7V6bV4naz2tCJq9RpsoXfBaz5TY5LnAN8X2VXyu6V/NPZI4y74vM2fzDx5dlPAXNJPMbSo/yyz/99tVRfj/kFl47lX/aMR/MAldKc0yaD2XgCeZ6ZWUnrLb2tAuEAi2K+TjnoxxwhObV2bNn3YQQAbWzo9MuNJ63+to6O1lZ5QHQNTIy4h/3Z86csbq6Gjt9+qS1YM4zMebgSnAMKFJScsxOnjxt167dsJqaOisvr3TNWPwIdXV1uRBA/5gSMhbavnLtqp05e8Ya6uvt9KlqO1Pf4NAIkAKMQlhmfHV1ddbQ0GBDQ0PW2dlpVVVV3nY7QsfsnI0Oj9jl5larq62z6prTdrL6lGvuAMWWFtDEQisr34wv1lYAWF27etlqTp+yUyerrKqy0k5WnbRbbW3u3yh2dL+8nO8/BoGv726PnTvbYBXlpXbxQqN1d3fZxYsXXQjGDK28vNyuX7vuAOvShYtWWVFpR4uP2tGjR4255boQipkXgSvmGIGpuvqkA8mKinI392xubraxsfEAaOZn3GzpwoVGO3XqpOHLDBiJbzP6ZO6BY6z3mYYG27Vrl7322ms+n6z/pQsXbKCvP/XtNDo66v7RgnnpaWtoqLe2tuu+3gJBCMpxGiGYsQJOb9y47oCUtQXYXbhwwe8zfJ8BNwEVgA+uFRhAPDQ8Yjdu3rKLl5qtufWKdXXf8WvgvMODuVmbnp1x8DQ2MW5dd7rt5q02u9neZr39fTY2OWFTiVke8EQQgVhhembKgUNza4u9umunlVdWuH8txsk1C/QQc8xYmbfBwUEHrwHWBCikNGWBLqwd9//oyIhNTUw6mMTR+0wClLhm+qGtkRHg4oSDKzSUGB9zqTELVBEDqKZc+wltJ7SpJmxifMw1oSYm0KwCHgUIFY8J8MS4CGG+Qz/SipqaCrCIcrpu0gTWg7GePHnSny+uTWXoQ/1MMueMaYr1BJgFTS760BoIXAnaAI+4pgDecm3RPnN98PABB1fDQwMO7OLyMbhibgSzdB9qDtVnDKxUN62TQLFQBmf34T5kvu7eveuwnTEJXDEnClNAQXafnJu1ppZmB1e8D7WOGofmwPOBV4kPLsZCYJxAJt4dDq4SbUrqo23Fe0D3P+MgX4AqLi+AxTltmECbyidWedWnLQLlBK4EugBTOWAF/AJYsclHCLTlWlyJ5uvKUmZXQzSyVoLPvmXXkAX6848M3lezrrGVAidpzSamjcAlQhZmAauAUx4ndbxMks6DWuuJqV+mnRQ4ORRbsfGJCbt06ZIdO3bM35HMtaCVwBUxUIt39I3rV31cDqUchOU2OllDg3l9zR5kNb2SDUwE1AStiIFa5JP+8IN79hHf0TdoXgl8AbeemcYVHyjf/d4/G+ZOsYN2aV25ieBXgpkgjtkx3RK0Qtvq9//4K4a2lXxbIeACI/BXBISQQ3a0glI4lAAsYFScn4VT2eO0vuDR42LBpWy5zfKz5QTW4nzqJuaNwKO8tNp9F7HAFYCLtGCVwBX+rNC2Ym7xGwYgxJTzjW9+z7Xk8DOGiSBQSdACgAHkELSKNa4ErASw0L4SuAKexAAm1iJC6waNHvpB+4a+UnPB6aB1xX0AdCIAaq73/Y6bBgJq0AqiPNANcMUOg8Cqf/uBdvvNo8O2u2LSjtTNW+3V+14vNTl8/bP23/76H+2HP/rJu/q2/tnPf25oSwHC8KX16G++4VpdaHYR2JHx7772T66N+J3v/bMBePX387ffdk1DtNqYS2mjoSUlTSnNmwCggBUaaFwL2lbuD2z6U+4LTnWZY4Eu1oH1oQ9pVLGOrCdzp8A6eEhMAQWlyNO6kEcbaicGXLQPGCPofhCw0prH4+LaeN7ZkfS9+NtMON02uCqkaYIQnDUV9ItBeARoKd7eFW42xjxw5W1uJtTjAwjnzVF/jNHH/tDKNlwD49teW5uDqKivKLl5+QgGbAZ9NpvXp3Qt0TAzyUKC+NZztPl1Zppm7DFw2fa1038hc9a4/a3HuOGeiKt6eos+8tZim/1s+9rovNCcb+VTLbp/NlzHNjKy6+BusyK/b3lNbLOvrCZjXhsFDjabHy/KfDxuveM2GWOm/FNtP9fXvzS40n+M+QAXrOIDV/CKD/mhoQH3b3XyZKUNDg7YzEzQBEHwQRACYAGaAFcIaICVEydOGD5+ABVXWi9bZ3uHtTa3WOmJUs8/deqUAyM+4OVH68SJEodXtKmPfbRXjh07bgcOHLKTJ6vt3LkLdvnyFTt79ox/+NMPwiljAMzIdBGzsC7XSBq0G9euOzCrKCv3cQCu2Pnt2rVrVlFRYYcOHbLGxkYXNIBYhI72DhsdGrG6mlqrLK9wANc/MGAXLl20I0eLXLhcmFtKtK6CHxeENKCVYgTIK5db7GjRYTvfeNZ6e3vs+o0bVlxSYmXlZTY2Pu6wTQCQ+VNdtLVI4zepob7Wjhw+aEVHmIMqBzaAJMDUwYMH7eDhQ67pU1pWZufPn/drQcNj7969bqoGFECAYl5J19fX2f79e62+vtb96bS2tjpMQGuK+gAWBGq0BtASAUgBqvBrBixjXQF8MoWj39179tiLL79kRcVH3Z9U7ekaGxoYdEjIPHIfIMwxZqBTaekJO3oUs7q2FLBI8CVGMCbmfHV1lY8X31HUJ0boO3LkiO3fv9/Hwn0HFGDcXCNA89Spais6ylwD847Z8ROlroEDdKEs5QBXXT13rK6h3qFTWUW5nSgr9XCx6ZLf7w5FEnCiMQIOCGgLXr521YqPldiLr7xse/fvM+5t4B2AlrkE+KH5w/wxbyerqhzwkcc5gR7GQxqNDZ4h5vxU9SlrutRk/Xf7HFyhdcW92z/Q7xCR5wBw2NTUYnfvAvAwxwvabDmgJDO+Kdc66rlz29rablpP713r6x+wmzfbXKOxqbnFbt3qcOA3PoG5XoCBXAOaUtxzmD62tbXZ8NCQQ0VM+gi8I7q6bvu8Ux4whckkZYFvXBdgmPXi3uTaeVY5p/UgBr719Q1YR0enj4s2aVumgzGAA9QIxAlc4WsNOEj7vFu4t3fv2WUnyo77WgGVVJZ4aLDfbne2+3M2ONDn5pBa2zgWpKK/qUkg34iNjQz5fOI7S+2SJoyNjvo1a00DXBzxe073qGLKsANmz91e3wWzpq7WPvjiB31DDPzH6Z4DWgHy8JkFhEMLk35jgCfNKMXU1XUAAulL4ExgUGUAUAQgkqAU7XPNcXvZMtQXvFI5wSveYQ658MHn2lUAKswC+UcDmlP8wwN4FcBWAFiLtrLIuzWYaAcz7QRaYWIIWFpds/7+QautrbehoWE3uxaYkqarYn7jlI7LhHaCL0VPR6aGlJdGFiDIIdF6+I2kDc7zrhcUwx/V2tqqLS4tOdgF0PKs897ltxFYxW8aAZDJP0xaW1rcVJQ29NuLqT2bmqgs4Orees7XFeUYF4BK43Mtq8jMH2j1+uv33TQwBlfpP6jurT1bcPXPP/qJC/Fo7Wg3QTlpl28rnH3LvxXgCnM017b6gy+ZtK0QgNEawdE2vorQtgKwpAAq0rhSXiFwpXObgSrObziXAKW8fAGkGDw9YXpDX0k/ACWBK0GmzbSpniRf4ErQSqaCwCrSxP/Hq3ccWrH7HpAF+IKZJ36tMBkEXKEBBdiQiaDABfAKaAE4EqSQ9pV8XBEDIGMtImCK4AXgAnBFud/62OdTcEWfaOpg9qaAdhHgCmADZCMAqWgLAEMf+LfingFW4a+L+Xq1dNxNBo83LtmF9t+yptu/7XUxO6R/+t0uOAE0Aafww7b+//653Rn/PWu4/rqHsgsrVlQ/79AMx/B7qkJAWxDTRXbErLly38fQN/0pN8HkPmc+uFZi5kImlJj5MT4BK+YBzSrAnWtZjX3ctdGAVpyLtayYE+oBjWItK9aL9ROg0roKTHIscKUylFcdrb1glUOqRMPKYWaiZSV4Sf+MRTBN6801Kh9whcbZe/G3GRTaFriScB0DIQBS2Y7gFLvABbiQV5bTvCpQZEPWZmPMB1dyUJ0RVsnGKbTvPJbftGta9ZTlnLLHp12Qf3xb2wY0Sdubl49hQAItnmBen8a1xJefny4MUYJDcBzi55dmvQpr4uWX86MNwOQJrt3rFuj/YY+VyaHZNtexwMhCFvAlBmth0Bvv8W318wTXpmcrM7Dt3T96FiK/bZl2NhxuWIewKcIGpusV43t1Q0tpRuF3SHq6YII6O3qyvrACQNwwlkc9Dp0ztx8X71CzkHbWE7W/yRpkB+7vNN1vfnKT5yVb8Skd8zGrD1r5wNAxH8l8sCM4VlSWWXHxEXfMfulSUwpI0HgBLgFf9HGOAIrQDajoaG+3ZYSQ5WV3TA3EAjgAMhBm+ahH02h4eNC1utD+oX6scVVcXGIlJcetu7vH5ucRcpa9DIBpz969hqbQ3Ny859XU1jo06x8csBXaXlq2hdl562zvtJKjxVZTfdomxsZdeAJ0IYzv27fPwQ3COcIk/ROjMYS2VtuNm27yuLy6Yn2DA1Zy/Jidrqlx00U0rlbdYXw+vEKwQdi9dPG8na4+6UIu1zm3MG+19XV2pLjIeu/2uqCTA1c531bS2kIAxDcPTr+BTVcuX/Z5QyACvpxrbLSdu3fZ8dITLvQCYsgHyum6gCNBG23BYdSePbsdWuFTB6EW7RZgCZpU1EETjetnfYAAwKpXX33VgRVzBJSQltPEeAAtBw4fstf277OO7i4bHB2x8bFxm01M3M41BMAGSEBwJuCD6sCBfa71NTo6kgq+Ep4RhgEvmJDeunXTwenOnTt9bdH6ApoBJ4BEADpgGNfJuIEEALeio8V29doNGxgctstXrtmePQEqoflDOcYBLBCoarncau2dHXb1+jWfz30H9tvFi7RL+WAWJwiguK//rsNM7gnA1YGDB31M3N8yiQNgMYc8D+fPX/BnqLi42CoqKx30cr+xZgi01KlEM/HkydTB++FDhwxtOrT/0Ljqug2UO+WCMSCPsvv3H7S6unobHBoMkCfSFJO2Ej6q2m5et6rKcn8Gq0/XWm1dgx07XmpHikrswMHDDviuXrtpI6PBxBGwxPOO/0+AJWa7gCfMnEZGhm1icsw18xobz7kvOoR1rhfBHCAMYOSayGNNXn7lFb+XAM5o8qGdwnpw/QCvmzdvWWXlKSstrbDjx3FuX2yNjWdtYKDPQRkQZZZrSzTHgE+eNzPlz0lLc5PPC+0z34ePHLYPvfRBK68oc+AjEAN4AipXVVZYWelx94FVWVFmHe1twZdXNH+u5ZSYAQKLcPhefQoAWeHaot1dnX7/9vf1Wj3ao9Unra621qEd8I57gbnjWllj7juuF9NO7tWLFy+5Dza09UrLgcCvOQTmvpeGFTHA6vr1q75ZBv9EQIvz5o1rPl7BK4Ejd/yeaEDxDFGvqemSQ379c4FxXbx43tcPIMazx3OHBhOgsKur080Vmy5dsKtXWo3r4x5SOd4fPW6WfMefVcZ4p/u2MR/MsyC+tKnQsgoaW8RLNjWFVme/j4n3P7t9Br96825GjSk1mxmMDA05dAS0UT+ArhVrabns931Pz11bBn5FOyKGvoOpNe9hzCjJy4IrjU0gijKCUfz2AYcEiJSvNoByDriS3QN9h9u1Nf8HCs8kzyj/LNBvGTFmg7xXAbO8g+TXkLbpe3UV88V1rwO8uu/mgkFjDDimMTlIS+AV45O2FRCLwG84Ttk/8uC+a15xzO87ec9c44pvE3YIQxBFwBe0IsZEUNBK/q3YSfCP/vyrvpMgZmmAEjRBEOIR0ssvrrgZ27/9jXaHEAJRxICq+FhgKJunfEBUmo5AVJr3OBBVCGgldfLa2KJcHgyjbgGH7AJODqmSMoWAlcrFcVxOGlYAKmlZEaNpxTmcsbOD4InGZcPHGJpWX3vju64B9PATf+m7/X042UVQGjnAKyBHHuhItLAEsYAxgIsYWgGVWNM4CMgAa4AYMhWkbTSvAGIAGWkTEQOvBK0AWDhkx5RQGmDAKMDVi8dG3awUE0i0roBIQKXq1nsezt78sNcFAFEfsIIGYKwNxb3845/81PDZ9nufeWS9U590MHbw9KyvG22j1QVUZR4JpLlXPXyg3f7nD3b4OFSOGHNXwv/yoU4HaoJTaFIBqxQ7yFr4tI8PYMe1EUijgcZui5gHMkfUYx65jhhasQ7AJeaS9ZGWFVCKNdVaaj1TaIXD9cSPFXW0tsyzjrXOgpYAMoLWPV3fhU8HIBdBOcAV18143z/gKhGQX9hhOxKn6Dhm78H5dNkLRjoFCKmQhlC3hTZTWi6X2Da4ogrC7A76Tpy0ky7r2QBXvHU0MApqhiV9b6OtzUFCbvxxavPyGRgASHiSeX0K1xKPM5tm3PhmKivLrGlmjnb4fGfBQ7a16LgAMHEgtt1r9/7j+y+sdx7MyIzR74/N7oloaGnS4ZX6CFCWezx1zq6C2+nnCda10Jw/0f2zAbhpoAXiAuvwRM9dgSbD+JmvzcPG9wOPcJnf+2GjhVC3sI+sR/aItXkhet7xuffC1j61tt1+slZ5TKrAdW4EV0EzruDzUqD+u80SpJIj19ScIDFPWFtZtcnxCSuvqLD9hw5YfUO9C2BohBCACAJNfGjzcc4HOVAJQRVhlHzgDLsBAkgAV2huqDzACy2Ampoa16ZBuOMcAQ0vTAWrq2vcv9Xa2j1bWV71nf66u7rs0JHDVlNXZxOT09bXP2hHio5aXf0ZN7nB19Xy0pI7cUdYRJguKS5x6BL+67/s40cLhGuR9pjOzc/N2+AgmiWY9yzZzOy8DQ2P2sFDR6y0rML7XMZJPL5LEvOSIDBJ82reNTPw6zU/i6PyJZudW7D6hrN2+EiR3e7qtsVFnPguGs7gVxMnxghECktLc65BU1lRbgcPHLS7wK7FRZ8v5uxm200XdBsvnLcZfDVhBjc76wIxcIS5RjgG0jEHgIX9B/dbT2+P+3YCdAHBCK6dsnu3Q0fWlPZZCyAApoDAB+ZIgfO0C8A4XHTENdFGxsa8XQDj3Oy8a88AVU6cKHMYgs8pX6u+PgcgBw8ecBMqHKtLIFYMHEKIRsg/fbrGdu/e7RBE4yVmTIAroJvAFf7PAFlXrl6z8Ylpn3PgVXHJcQ+9d/ttembORscnHCICqG603XSTPwd/M9N2q6PdtagATsC6XJ+MKWjBML7JqUkbHR8zTAUBDtWnT/v1MOfc+4zpUlOLHS0usWvXb9rY+KTfQ9yj+w8csmvXb/j9NTUJzLvt84Q57J07vTY6Om5tbe2ucQgIBvAQuI+PHT9hN9vabXRs3G533bHikhN26FCRdd+5Y5No1qR+p4I53+wspn/j/vzV1zfY7tf22t59B/xZuXL1upvhor2yb98BHwMwYHx80i5fvmpFRcVWX3/GOju77FZ7h8Otg4cOW3dPr01MTlnv3T47f+GSP3t79u2x4ydOuNYdEBl/TZhfMr+Y2b786iu2/+ABO9t4zlpaW3z9mCPuNyAPgLqy8qSP5+aNW97OgcMHrfXKZRudGHeQg3lcDlwBmdF8G7Hz5xuNex7NNsDt5cuX/V4GeALEKYPvKZ4DgDUahgKMPP/S3hseHvL2AR4AIRzOz0wHIMy9yD1XdOSIPxO851hr2gXg19fV2auvvuLvPjTK0DgDWv3mB3/TYSj3CuuDWeDAwJBVVp2yI8xvw1lrab1iDWfO2Z69++zFl17x+eBdynPGvQSkpC3G2tLcbEVHj9rBQ4fclJZdQ9mZkjEDrwg8R9y3bFIAWN25Z7fvsHnqdLVraKIl+NrePT4u/OLNcK3zc76hARqr5ZXldrrmtGulHjhwwN/NXd1dXmZ4dMR45xw8fNBOVldZT2+3Q7Dio0ccjKLJxruQAIDinxfyGcj7jrlid1oAT2VVlWs7Xr95w9/b+A9kHEBltB4bzgQt2EuXLno9rulOz11/B3MPnznbaDeu3/B/krA+vL+ZN55b/rHCPzZYM95l/B7wW8R5AB6amYAkjvE/2NnRYQtz82En2YwGFr4X+e0Sy0wAACAASURBVH3j/QfQRYMQgM/9xD8l2G12ff2ezczMuTk77yzea/qdo1/e3dwv1GM8vD/5pw6/gYwbP478Jiwvo8G8EjZymJr2uXPNM/4RsxBM3fERST20rwBXhBRcJWnOAasU+J0n75maCvJR8g/f2Aiu8HMFuMJE0KFVYib4J5//e99J8Pf+4JELsMALhG2EcRyyA6cAAkAWaVQBiUjHgTzBI6XjWMBIZVIo9DhYFZ/fDpCKgJj63DJW+SgGRMUAarO0yhUCV+QJXAGrgFcyDRS0+pVfveEmdOwg+M1vv2Xf/t4PfW0wW5OmlSCSdvwDZMUmfXLUjSZOCkUSkAUsEdxA8waQAYwhVgCyADEAL5SnfQEswAkwRn6bgDTAGmkdAXGAWMAs9QXMwlzwA0VDCbjqsl87OGA7yyds38lpq7i46uHY2UXXfrp0+7fdJxYwCMCDqSr+vdAO/PDvfM7OtX3E/WP9P0dCe//mP1435o17UoAKCIV/MAWA1L978baDKeAWQceU4RjTTLTduBbmgGsDWBG4ZuYDE0CuB7NI/Ha5iePYxz2feQC4ZTWtmF8gIfMNQJJ5IMDJtaYEpBJwxfqxtjLRZM61lgJU1NX8CoKxrrQNqKKvGEwKSLnmGNBKIbkuQTblA0nfK42rdys0pfXdFC8PF6Sn8hPvkTZCMp7tjCh/fAWOnmZbBZrfMmvb87plK7mT7+ZavG6uqbzU0x4njT9Jm9spm5R5x/eE18+76sIH2+lnO+NN56BwN7/suY+2O98+EZgCZ8yBHzNB2ymPJuPDx7Sz6eknHM+m7TzmBNt1o1nFB62gFTCL4GYJK6s2NTllNbU1LkSibcMHPB/PfIQT6z/K0rjiwx6hBKGQj3Py+WjnP8lABUy90MJQPvVpB3M9AQjKExA2MRU8deq0C9Irq+u2urLmpiSM5djxY1ZRVeVAoPN2t0OlxvMXbXZ+3nf/W1oMQhPtI8gi2CKsICQwfoRltEIAcJQhXyEAonkbHZ2w9vYuu36jzQX0ffsPusAJhFhaRmMs7A4IbEqFtcjPC1oyd7p6DEEczR8AyuEjRx04IJwAtBxcLeaAVQquludsZmbSd3QEoiAwMU6EWYStjs4O27Nvr4MTh1C+S1kATgi5XK/AFYCAuS8uKbbhsRHX/hK4oj20mBDeESYRAMmjDmuCkM98s7b0q4AQyRqhtXS0pNiF3jAOANeS3b7d7TDk4MHDxrogZAJtMONDGOaa+vsHXMAL2h7BTDAI3fismrbJySlraDjr2mAIi/QJ6CBmzJhLCpIiRDJmBP2RkVGHZaNjE9bT2+dmg8x7951eh5B3enodtjF2NPSACQ59ZmfcAf+5840+H0BW5iM4fgckBDNBN8WbmXYfWYAZ1gFQQ/+UR5MNoRgIBGQaHBrx+5TxMA87d+2x5pbLfl8DqbjGw4ePurkeztbRSBkeHrPr14OjZ66J9nh2gBzD+LWamLLBoVErrzhle/cdtBtttwKAS7SSpLETfEUF0z/MAbmHga9AvPFJTBSnHDKi5YRm2pUr12xsbMLjuroGvwY5uj9VXWN79u639o7b3v/Y+JTDuMqTJ+2lV17y90R3zx0DbjCvI2OjPp/AQOZI8z02MeFzxTVxDwHnDh064tdP34Czjs5OAyxWnTppQyOY2gXH6AAatHqASlNT065JCKTFRJP7nfuDgFYeWoTlZQFscs/QHyax1dXVDhC4l7m3uRePHCmygf6+FALRT9jtMLcJAPdYY+N5B1dAEdojj/4AJTxD9Etf3AdoGu7ctdOOnTjukJP7jGs/c6bRdu3e42vJOgJ0uTdO19Tby6/stLa2W/4M8sxxn3N9jJt+aBdtyw+9+CG7cqXVFuYBVsCr4LDd4ZU7Tp+3sfExu9TcbK++tts10ACJ7LbJ2tSfaXCYiBbo+OSEB9KAro7bnV53cGDQQfArr7xiJ0pL0/Vsa2+346XHbe/+13z3xjMN9dba0uQ+/bS7KO8xgBVBpn+YUQI1mX9AEb7lgJqAtN6+uwa46hvot1M1p90kmw0xeD/zPuP559rRpMQMmPu46mS1Qz3mnnXgPOtSW1tnLS2t/o8W1pbz88k7nnYwE6dNTKJpv7y0zKoqKm1kcNjWcaKeOGl3zWP3h7Xq9xbgEHjMP1p476hfzB9XVtiwZNbBFf9sYe30W8NvIUAV2Mm9Thv8IwfzQu4hIOfZs43W3t5pg4PDDm8b6s/Y6epqu3blqm/KwA6lzS0tXhftTZ4b/HQJXgGuMBMUxPL8RPtK/5wCYj1zcIVzdnz5oHH15a9+0wN+fr745TccXKHZ8hd/9TXX8gGafOZP/8aBASZbmHwh0AIkDtfOuQYLQj/ACQAhGBVDK9LK3yzeDB5RPg8MxaDqnaQjAJXX7hPkC0g9rn4MrAqlAVQxvAJgEdiV8Vd+7aZrIf3hf/2q+15681s/sL/4wtfdGTsmgoJTxAQBK9KAJUCHtLBYM2BHNsicTNpQm0EOYAswg5i21QdpAFcMroA1QBtAkzSvADqAFOAJGlhoXOGUHaD0v77c5dAOc8FdFZMOoUrPLxvgCk2zk83rDqeoBxxCqwuTu32npt00FTiFySEB6IQGFWk0p6RNJe0pgJUC9yyBOuQRc0wdoNW/f6nLzRwZs/uomvqk9wuIQpsKKIcZJGMiLb9cnANyyTyQeYu1rAStmOsYWjlULKBlJSCpNZU5qKCVNK2Y3xhWxZpVrBsBAAe0Arwxh3EQlFPMOcZOeC99XD1GJnr6p7f0M/P0u3ve4vMZeD4Dz2fgnc3AI3uYtYN9Zw0901pZ/xnybyVwtZ6Cq1qrqa91wQDgBGySVhTgho9zBziJ9hTgClMJhG2VB1whIKLBg/BNHZ0DEiEQAEn4GFd71D9+/IRVVVUbwjz/ieY/2whBCKgIO4ArNGvabnW49gJgBHiytIzT9OQ//YuL/l93zIcQAhkrAAgBk/EgvMTgivNoUSA8oonSeO6SQ4az5857H6drgpbX4lLQ6hKwkuaVwBN+cxrPnrOa6lo7d+68w5vyiqo8cBUcvC/a6mIAX/IPQ7y4PGvTEbjimgFKBISidgTzA/vt8tUrDl5mE3CFcIt2FeCKOeTaACqAPuZsZHzUwRXOoNUeWgCYdyFYIQAKXCHgAbzQkiAPgTyOcUhcebLK/VsBKWgTzQG0rtAcOnLkqB0/UeYCelNzq2sg4U+ppaXZhTXGKo0rgJVC8J0z5wCnsfGCwzOZczI+gANjZk25Vu4bATWE4/aOTgeNaLEg3L66c7evHeBqcmrWAJ1oiuF0H0Fe0EoAizllPjDxQhjmuoMWGOAOU69J12yifFv7Ldf+azh7xudZAjT1gBJo6tEv9ygO47kHgBaATAAN/nrQNEIzDZNYQFII7EwYHJwj3BJGx8Z8l0Q0DEObnXak6Ji9tmefa0RxHYwP4OljZJzTcnI+Y52dt90s8NTpWodp0oJjHMCzXbtes/PnLzq4QoBmF0+0gxjj3b6BdOzAOK4tXN+YnTx1yrXOMLXE2b00i4jZMa+z67ZrWwGumG8vk/jRkiYm90pr6xU3GUSAb2ltdb9hFVWVvkuo75qY7OoHVALUTEwCdmt8rQQ2uKcIApu8i7g/WA/WBoCORhTPBkCBY54VAC2+6ABioX0AWTBv5d7Sc0G7ADHAhUAlUBkQAvilXd2LPXd6bOeuYM7L88F89Pb1+RoAsbk30AAUuMJ8c+eu1/zdpD559nhnSsOH/KbmJvvQSx9yv4CzM/ihyu0yGEwG592EGliDCeyru3dZbV2t949GE2bLgCKeAQJj4z7e9dpuN3+dXZi3Of4BsLjopr+8J196+SUv4++NhXkD7r70yotWV1/rvr2ChtqUm+a5eR4mfMnurIJXQKWio0U+//4bsLpqgE7eY5jrAq7YXAN4htYV42ctAcj4M2Q83LMnT532f1QApScmAszjHHOEuS2AFu0lNKAA5awN68+7neeI9oDeXBfp7ttd1t52yzdC4HcP8z29z4FXvKMAo6wv9ytrwruSf3xw/+B3a3l5zd995eVVdubMWX/v0h/3A/+YoT7XQOAfO7xbOReur9kOHy5yDUd20b169bq1tl62E6UnbN/+/Xb23Fm71NTkY6UdQCbahTzbmAsCrWKAJe0rftOBVgrvCbjCvOqtH/7YfSWhaYXDb0IhcIWZIP6Ufve/fMGhBVoiCOc40t6xq8cdsqMpBLQSuMpCqycGV0CkQmaDSb5DLoGmJ4FXqrNJvF0g9ThgpfOCVRwrrVjQihhtK5kLMqdAK5yXM/ff+NYP3LSTdfrEZx65XysAIiADWIXm1Uc+9vkUJmW1c2ROBrxSEMASuEJbRwGNHTTqACxAqVg7B4hBXfoTUKEs4ArgAawBXAF60FSSNhIx7VIO/1WAK6AUgA5ohGbTB4tHUiftRxsW3GyQMkAsfF/h4wv/WEAi/FClgOo32r0NQSpBKMCVzP50jhhAFQfBK+UBrYBhaHoBaLkWYBVj574HxrH7IYE01xZDK6CdtLMARMwfwAhwxJwSeIayJoLMK2slDSsBQtZYgbzYZBB4JejoECxxuh5DK9YwC61YK66H6yKwbgJtWktBrV9ucBV8zzzO9OaZSnnPG38+A89n4PkM/BLNgD5qpW0lcMVHLh/r99bW3VQQn04IjzgRFmySphVCAFoFfHyTB9TgoxwIBWhROUAXwiOCAqZcgBe1RRpTGM4hEKgOQmVpaZkL9YArNJyWMK+bm7fbnZ2uMYPwNL+wZJ237ziYQCMEQRlwFczwlnxM+thHwKRfAuNGAGi93JrCMvrmHJpZmEnxX/ChwTEXLNFyOVFa7sI7foCCWUfwbyUhhxihDa0D/NAcLzlmXZ3dNjE+6QIXmkeYiSH4y1SQXbSy4Io25ubR3Bm36upTVlR01M1bBI2Ys7ZbbW7uc/7iBZtCOwSNi3m0xEZ9LvFHxBqQRwyAwrwSQRHhkzA9M+3nuV7M7hCGEIzpR+sFwGHeyKMtgpeZn/edtPDNQ7tocQANERYBV0AYTAUBfcwdwjlCJ1pU3DcCQpgECljJMbtMBfEFBFBhnRijoBVjwdwHbYoYXHHt5xsxGyuxmtoGu3CxyQGWfDgh6E5Nz/oug3ImPzA06PcMUEEBLarD3ButrWmfwMwUWqHVxI52szOunVJUUuw7TsaAhOvsHxgygB33JcI2c4HmF+Z6mA8CqAYHhqyigh0tK1zzacrnCC2eoFEUHGmHnf5YB4AX5mVAOXxV7dl7wEFI5+0uH39sKhhDLNasu+uOC8g1OLZO1oR1YRw4eUfjCsEZkMVuhWjNcUxfQBXuXcaOBqLAFc9C9ekaB1NoVo2zMyDaUIkWG9o83HNHEuf9WXAFQAYaoZmHpgqmiWh6naoOZm2Xmpt8l0fmH02rVONqdsbvdQAA9wHQgvcQgXsLwMAzANjivhBQ5N7j3gEGoTHDuwdTVDZOwBwXEBQ0ugQBZ2x6JmcuCKwCYNA27dAu5mhAVL0LBcl6e3ocymCiJ1NBNMkAjUB25h5wJY02tPGY3xykDbCNMQNI0BK9efOGlZaVOkhC42pmesLm54KZIPAomAsGyMwz3n67wzWueE/ouQdesS741mKDB55dzgOuAF2c532iZx7w8sqrrzgk554nnDt/zvbse826ujv9nRf6nfW0fE4BrDAVJOCzqqqyyrUt+WcBzzNwClNQ+m28eMEWl5fcVDeYgdf4WLh2AvcvsAuTa+5fnmneK/pHB5CIee/u6rGpyTlbXlqz+bllQ3OJdx/rpt+cO3cCfET7aXJiws0Dg1YYfgvZhXAjuEJjivkHkNEO18B9CwQFXK2urju4QnMRjSiNC9NU+ufZJY/AtfNO496nLTQ02TGXjUgwy52fW7SFxUXr6Oq0XXt2W1llhQ2PjHjfzAP37KGDmI/3pMAKcAWwQuNKmlf8lut3njT/lHrmGldvv/22m1ux01ohcCX/VvhVwim7zAQRrhFkAQj4JGIXQQR/wMxW0Gq74Mq1qwBRMaASmNoENhUsqzpxvFX9Z3hOoIoYSKVjgSuAFWaWqabVr95wTTYg1be+85Y7Jf/rr7wZoNUn/tK1X4BVwCuCtJ8EkoAbAhx5jrxlgpZoXwl6pCZmicaONHcATQAQQItr6Sx82iEHZmdqH6BCfWnwCIIAewR8gDtoX1Hu9tjH/d652PlRv39YOzSuAFfcPzhMf/nEmJuYkgZalZxZdHAFvDrVsu5ACWj0oWOjru0HcBKgAjgBpzD1Q8tK+XFa8Ioy1KV/tKuIBbjO3HjdoZVDqOmgYQWgQsMK6IaWFcf434r9WQHtUmiVODcHGgGPYmglbSvmBHjo2lYf3QitAISsMetNYL61vsSASK2fYBWx1k3ASv2zdqwlcEqwKhsLXPGcs66E96Wp4JaCYGLGg9PuDR6Wt6z4/OTzGXg+A89n4PkMbDEDfMQKWukDN9W24r+49+65RgIaCyWYcty9m4ILBBoCH/MIcYAR4BRQAzMI/hPNf5YFoaRxhWYDEIlyCBoE2kFLizp83KtO+Jgv9/9MA7Eoi/YQzr9pA+fL7NS3uLxsw6OjDteOFhe7MMB/6h2yzM27wIdgi4YEQi2CAgHzDEzWLl64aPi0EuhCU+vK1Stu9oOGAM7fMX1D84T/iuOLZ6B/INXowtTPA1pkSRjsH7CjRUXGbobjo2PuKB5NpNOna+3VV3e5GdYcgGd2zhbnFmxpfsGWInNBBD+cFeObqKys1A4dOuDOkLl+5ov4xs0bhg+fhjMNQcMjAlcISlwbwjzzwPxhnvPyyy9bXX29C3FBiyjsEsl8Aq4wqVT7QETWBPMn2qFP2uI8dUm7JtexY66BghCPsIu5zNzcgjtfBkYQEMYAMkAtBC/qKwZcLSwQcr6uZufQcgLcTLrGBLsbAgVUZxbzxp477hC9vKLchkeC5gpmRGgNVVSedGgEGBgeHXfgiIkbmlasA2ZyxSXH7NDhI0FTCViUgCsEeoDogQP73RTLTdTcHxiaXgFmBG2mKWMcCLMHDh5wQMKcBUAyaQMDgy5gHzpc5Np2mNfhkwrYBJwAQDE+4FZpabmD1/Z2dhscd0EdTRIEdoRxAs8YAisabGih4QPL/WAdL3PtEzS6aC+UD6aBaCkJtmFWxzpwD9fW1dkI5oeT9MGOfpN24cIlB41oPQGtrl274TAN4HbxUrMHtIQw0RJ0A14ND2P+hUP2g3arvd3HzBwosGa8C9C04R4cGh5KABNjDVpggFmgFeNDy0vhbl+/+1GbxBF7Aq2CCR9wadpBN+AK6M39J8jhAKO728ECIB1wRR4wkDmjL/yJ4fMLzRnufbRyBgb6fedBgStp2XkcmQ4CvQAP8p8E2KGfGFxy3WhcHTp82HeuBFwB8266+eBrDlUd5E4BxuYcBKLVuXfffp8HniPA7fDwiPsbO11Ta3X1DQ72DhUdtZ27X7NrN64HTUB8csnH1cKs71jHc4ovpM6ubntt336HsP7sJgCa+xwzzFKen9ERNz/knQGIYe0cXCXaWfTDrploZaGtBQDDFxbvc+bMn9/FsCshEJpn2U0F/Z3GbqvL/z977/mdR3LladY/szvzdc+e2bPDT9uzO61uqayq6L0DAXoHgAAdSAIkAQIgvPfekiUzHPX2ntJIo1arW91qeUd5r5JUJVfy0t3z3IhfvvEmXpBEsQS1uolz4kRkZGREZGRk5hsPfvemz7Hy8gofNwA5zxzGDd+JvEMwfea5jclkzfkL7htu6/YdVllVbT29fQ6sMK+emp53cLt7714b8K+z4j8K5S9m6fM2MTFtvX2D1t7RbY2NzQ6KudcxH57HpG9u0Vqab7tp6rVr9e5nas59cvE1V/o642orlLRSXvGPEGAd1294ZNiGx0YNoLp1+zYHpPg7xJSd+YXfspra80Yez7vgy2x3AHVtbX4vALOYc8Av3ndAWcAVqkvqwOyQD4z0DQ64GTZftJ2dn7P5hXlbXFp0uLdt+zZrbm4KDuTTLwtGZ+y80wWrUFoJYP3RwRW/Ofi64A9f/7mrrjLFVfRxhakgQeDqlQ9/0VU2qDrwV3S8btlBC+oUFvz/z/ZuD6WUVmneamaCGbASaHpEcCUItAJePeLxflwKrWg/3X5Imvaz8g84Vv1UzDGAK/m2Iv1/PNfqSitADaaZ33n1J5kvpw985EsOrDDZ8vBKgBiCVoIZqdoK5Q4hg1c48i7hzBvwoQCs8hDzSHPNAR5AEFQ4mL2h+qFN2ge6ADek4AGEAHCAVAATQRNURgAf/EGda3yPnz+KqzQwLnyZEoD0jr39bi4IsCKgwmJsKi4sOrziC4FAUzlb5xgCsIoYqEpgW0ALgAWsQpVFGdLkAc6oC4CFsgullZv8jX3Q1VSAMkwV6TvACliFoowyADoHVmNBlcUYcXxeZcUYEgStAISopQStpLZiXAFUCoJXbOs6K+Z6A74cNt79qCu5aANIxrhzzQhSeXE9SdO/9Hqlpo3/LsAVTqtx3r7ia2EPWI092fVkBJ6MwJMReDICDx2B9IctP2pRWQlkLS3OOZgA7gBBABgsmlEoYFoB0GHRwWKPxShghP8ko3JAbUV51CostskHcgBF+A81AAlzG/IASJgQsnBhH3VzjJuEjIx4WdoHkPFf6lu3mnzBg7qB9gFR/Jd+ambanUDvP7Df+3T50mVfgPEfbf6rTh0cD/yibhaYLFj5MuHRI0esufGWdXV0+lcIcZgr8yUWxIwBpieYDTqI2brdzlWds7aW1syZb1AVhE+48x97YNWR8sO2fes2/yrc9YbrrmgpO8jX+7Za+aEKu1pXZzhvlzkNC735+fCFLMAVcOTWrUbbtWuHbdmy0ZVqjA0LYoARi79nnnnGyg5iYtbqYwEQIs2iGqfqXCeOIR9TKq7L1i1bfOxYoAIU3Hxn1y4HjlxHrgsxQAZVCeCK6wIYoF32C2IBCrietIW5J22jtMK3E/AD9QwqHhZlgBDMBxlbrgsBoABcYeEr1dXU1LhNTAbH4rTHfOLLhswftgEQUjqxmMb8sa29wwaHR+1y3VU3C8Q8ECCEL7KmWy0OdgBa9EFqIlQbmBASY3rHQh54hd+dPfv22f79e+327ZYATHBeDbgAnmRpTMnGHV5s3LjRxwFwFQDJiM83nPkTgFYsyPF1hfoKB9yowVArkVdWftieefZ5B0AoawbxDTU05IFzZpwckG3d5l/cYxzxBQU0KjtU4SAsOGxH2RdUOswT+sL4AgCBETdv3rJNm/ii4zG/7wLowVyx168R8xtH8Xzxbd++A27qydf+ULbQT4AgZo6AK8YR8NTfP+RwkYU4cJE2/RqNFuAVCiKgCNeS8+PcWKCPjIx7e5gJMkdol/NyU8mhURsdCefAvcDYA5Rwzh7CqJ8DvxEx++I+ZawEr+gLfQK8k894MDf37NnvQI4xBGYAZZnnPH8wFdSXCh1exbZIB2DGeAYQxz3Gs0VqK2BEGG8AbYCzjTdvugmlFFfDYyNWf/26zzvGkjmBApAABHSo+eJGB6xAj5HhMaupuWCbNuGI/Jyba3IdTldW29uffsau1V/LwBX90xcGMaMMAHrWGm402vP407p0yfvlQGt6ysElvrfwMTUwPOjPBOYx9yX9B1y58mpywiEN91pza4s/a7n/MD1kzDo7O2xqesJmZvkyIP4PMTEEvCsd/AfyPODLlPpHh8/r/gGf2wJ+/JNgYnLG71tUfdwr3D8o/gaHhm16Zt73c88eOFjmSklMtgWumI/cB5XV51xpiYINJ+48DwCBczPzNj+7aM232vw+4gt/4R8ZmK5j8s7X/fiYyFz21UDgFR/74PmAopCPMdRevOAqqJ27dvr8mQWILSx5v1HlAtBRCHNduT9R72J2jIk0MdCO5zdzj3cS8+bIkWMOUwHrfIhkYXHJVXo83zDB5T03v7hgi8tL1gyU3bnDWloiuOLdHf8RpX9I6f2eOmcnb13AFb8+Xv3hz+x7P/ip+7iSqSBfFZTi6uOf/ZY7ZschNotl1Bos3vE/JGjAov+/7uhxcAWAQjkDyCIWtFI6BVd5FVaR+Z+AkUBWGmtfPlaZND/JS6FRBpvSsmtMqz7FaZ3KWy2W8koO2YFWOBOvOL9gfMXxtR//wlDDcX1QXqF4ed8HPucx/q1KQYwUZsicLPNxlUArVHMyEQScELTt6p0IrwBWmLMBWogFRJgD7AO0CJQBQ+QbySHIaABXAC3ADIH9KJZQYKFowryU82b+AK9IE4BHzC3m1J6z0w6sBK12npqynacm/UuWACa+TAi4AlC5quqvwhcBAVUAK/m68u34JUGHW7EcaSCWzAMxQURpBIySWSAKK4KgFWaBgCsALoosoBVKM46TSgloxZgIGGkMGTcgE+OscRG4AjLqGnJ9BSUVax+x1HWU4ziuH3XSjq5TCq6AV1w3QcQUXNF3wSqukYO3+HVB+eZi7n3/hz976ILlSYEnI/BkBJ6MwJMR+Pc9AkAqfuTqhy4/0N1EcCk4bWdxyWIMp8CY9wEmiPnhnW7LfAKIRHnUU/wwZ6Ek1RULE0ATaiz2ASFYHEn5BEQi0Bb18WOehTblAGaY+xDk2BaHuhzvpn1z8/4ffRZkOPylHCoMFueoIGgXaCUTD46jn/SFRe3pU6ftXFW1NVyrdwUUfrRoG0jHF8lQCaDQwJQKx9Wu1jh23H2iAKwAVTKHUYyS6kbDdTt6+IhVHDpkRw4fyVQymL4dOXzU2xzsH8i+uiXzmqBUmLLe3m6rqcFp/UGrqDhkJ04cdx9FgCMWlywAWbRjKsf1YPxZDAooAuvYx3hyDOfN4p7jAH86FpjA8QBExkjlGGvKAO8ow7gCA4BWAlcAMcZSC38WpijSLl687FCjs7Pbzb5wvA0UYR9mfJTnugIZUFzJObvDKyDWNECk1/u1bdt2B2OcD5CARR5mqydOcid4jgAAIABJREFUnXQTI76OhqlaUDS12d59B9wUi0UvC14AAaqnl17a5O2fP3/Renv73ecUZVnYoirCrxV+djCL3c1i8Wqd4dhcfSN2eOJfPERZhlPzTp+3KN84J8YCIMi16OzqcrNSzMLoB4oovjKIaglwxQKXxTm+ozAnxOTvpZc2+hxnfqPGUEw7XHNgCePIF/8AL4C43Xv2OQhBrcMX15gDjBF9IAa4AX5IozYCXO3HAXdTk9+fbW3tVl1da5s2bXFFIGMDeGSxTVsNDTcc7DG+tPWOp5/1uSzIhC8sPqLAGHD+3Os8O2iP+4jA/QfkQPkIQAVeoWDEMT1tYV714osb3b8W55X51erAx1a3X4cUWjlUmsAZ/5Dfx5j6cT/zvAEeMl48ZwC7PAsEFPEd9MILL7ppJm0wRowDwGbz5i3W3HzLRoYGsi8Lejvjow6EHAxFIMT5cX8AxriXOC9XHCZqQp5H3G/4hsIPHKqm0fFRa21rcwf3+LJKfYVhxooZKTCVMUG1yPigxiMPAAsIAcYeOXHS3vbX77C6KzxHwzWWqR5xBq5mZq3uaoO9/Znn/LnNtaBf/gy8djUzNQZE8bx7+umnfT5z7QBXKKvwf4U5MB9gwKxWiiv8mjFunZ34npq0mai4QjkqeIXyijAzM+vnwjxBpQVMFwDXs2R6aso/gtDY1GJ8CZQvuQJMq6pr3CwQGDQ9M2cjo0HFhIoqmIWjtFpweIVakGcMZTkWMIxPOT5GACSdn8VH4qI13mz2+X3zZqMtLHA85n+zAVol/q14JxJQWeHM/tSZ0646u93Rbqcrz7p/sACf5h1U0Sb3NWpKwBXXira5N3VP8MyT6SpjwDtQylJA//Q0/Viy+YVFH3vgIk71UVwBrRxc3W4NKuj228HHVfxioFRVvNOBVEArYr3r1xVc/eJXvzEctX/1mz8KPq6+8qrlwRXOwYEnwBAWtXwRbuvxcVexAAZQyAhcCVppGzhFnsCVQFYaC2aVBFfAJMGnR41TAKVjYh4gKQVMD0s/qLyglEz+FCs/H7NfztcVA64wWQO8YD6Hwu27r/7UoRVfd3SfVu//rP2/H/y8/c0HP1dkLsb1EDhS/DBgBSQBcigArVKIwrbUO4JWgi4opgRFADNAEEAMdZIPtAGCEGQyR5q2KAfsAVzhowqTP5R6ACt8ejGHCGwzHsAk5sWu04CqKVdaAawErkhjRsg24AvwBIQCXhGYlw6yBK8SkCXA5UqstzU6+AJ+oSIUtKKvdbf/u/HVTMxigW0ETANRWgGtgFtAOqCPVFbAIY0NY8LYOawCBiYKK8YMgOh+raLvMQCUrmMKp5SnWACLba432wBKriNtCV6VAlfqH+BKkM3NAeNXBT1vOvjlklIL+Mb8+7P7quC/77Xjk7N/MgJPRuDJCPxJRoAftfqByw9a0im4Qik1jXPd+AVBV05FaEEeCyAWHcAjzASBTfwQJ2gfx7Cfrycpn5iFzPLysu9jEUVeWMAARWZscXEpq48f+ix029pZ0IavhtEWx9Pu0vxi+IQ5//WenXcYwmKChSQwhvopT1kWCfSdOslnIYePk9HhEZscn8i+fkV5Fm8ssKiHhRT/CWcxyWJkeHDI1Vb6WlYaA69QUVHfQF+/dbZ3WFdnl4Oc6Wmc9Q5bP06ZR0a9jswPDF/hQqkQv0oIcMBUcHCw3/r6eqyvr9f7xPiw4GYxzgKIGFjB+I2PT3ifOW8AAvs4R86ZMQY0kY8ySl+sY6woU7gGU34cEIBxJ5Cm3GBUZGmxyXVmQQYcQ2F38eIlq6+/7ovUYBY46WmASW3tRXdSX1NT623TNxQWxaaCkzYzy1chJxzcXb16xeElqjACai36ChTia2nVNefcrO9czXlrbmlz1Ur99Zuu1GDBCrxiEXnjRpP7yjp69IT3D1UPahdgDL6GWFyyOC8rP+RADGXF4BB+kYKTc64FQRALwIYqinMGbALsUB8CBYE37MME78rVegdVgDMWtIJpmPuhJDl24pR/9RAVDfBq7779tnnTpgB59uxxpSBAl3nIdQMKA5N278a311H/4iZgjrowUcKHGqZljBGBORzUVgFcNTTcdECDQu5gVL8cPgzIPGAnTpx2Ez2UKUAdAC0wC6iEfyvUQAcPVdjGzVtdiYUTd5SImBju2LHTwRWAk6/u6Tox35iTzCEgKKAHhV4A2Occ0KCuAjhs27bT1YgVFUdd3Uh/MK0F/gwPD2Z+p2QqCLDh/ABPwBCAHCAaIAq0Bii98MI7o5P9Wu8TzukBcqgegQTAeHzI4ccNaHj06BFraryRgSupmIBBqJnYpk3Gln4Bbp577nmrqa113208UzhnyjAGwN6nn3nG/fHhdBwIxFcFjxwNqrvde/f5NQPOcB0xIUV5B9xG+QZEROkJ6EQ1hNKNa7x1xy7763c843O2oeGaDQ32Z/0LTtIDoJqYnLILl67YX73jWR9/wC8Q8cL58+7bCiiCk/bxqQnvL+aeXCP+YcDX/djHPYbzdEzjMJUj4KeMjz0wj/C5NTw8YOMTww6ppmd4lk+64iqorlBc8W6YdZURxzCPmRN6fjmcBLSOjdvRYyczM0pAFea1+FbjPp6ZXbDhkQk7VH7Edu7e7f2YnuE9NeuKKu4Jri9qS3wf8qzmXuPeAAKGj2EsWkNDoytBr1+/4YpgQBvgioCzc/dZGE0Flxbm7PqN6z4GKJ9Q907Pzdq587Vuqgyoxixwbn7JVYnbtu/yj3nMzS8aX93cu/+gq66YE7yDeCfyfvF/usSPnTAO3IP4dkM9hqP3xaVl/ygB/r6uNtTb3MK8K66W7ixbU0uzg6uuro6irwgKUPFuf/e77jq4ItY/p9i/boqrX//md26O9s3vvO7g6otffdU+/+XvB8VV/LLgRz/xDcNUjUUyigwW8/i3QsUCcAE0ABmksgJalQJXqwEsgSviNUMqgakHxSnIWmP6zYArASzF1CFoBagStMKvFWOIuggo8oWvvGo/ev3n9vM3fmXf+f5PHFoBDAj//X981gN+jgQuuB75APxwc8BEYYUfJABJHloBlASqgB4KMhcEggiECIZIRQQUIcgcDmUO0EMOvgFWgB0CbVAWYIVqCfiD03XOG1glH1OkUVzJjI/5hAItACugVQh8yTIArRDjE0sQCnjFnCTIRNBVV6kSK87btCwgDYADlKKPzHGcyJPO+7PKK62kUGIMUtiTOmBPoZUc5Hus6xRjABTXkOsqkKXrncbv+ttPuekueSrLNWasuWa0nb9WbHO9gFYEQSzySBOksBJ8Ux3/3999wb9s+SdZBT1p9MkIPBmBJyPwZAT+bEZA4Mp/2Mb/yuLgtRCWbHFxwZaX+WIRyiyctmNSGMrcubNsd5aWbXGBvGW7e/eOkefHx3L62pE7jb2zbEteH0qvWH4ZP1v8dxgfHCFN/TjHZQFB+SVXgC3awvycLXm99GPJlhZpF9i2aMuU4xj+Kw3MYv/SUlgczLEQCYG+8h92rz+2scAiAoe88wseU3YefyLRdATTQRY8C3zVMH7ZkGPm52a9T/Rr0evHvIS6gq+ruejfBefrc75YwYcKXzvEHHDGqCP4tZqJdQVH724yOMcx01lgAUjZ6WmgHwvBgqqBfA98xSsL7JffrFA/vltmpqdsemrSQ6gvpLN8FpwoJpJyMuHz/Bn8XKGgKPRFEIsFOwG/OsA1QQv6DOBCoQQwJKYOziF8UTD4tqKdoNRgGwAATAsmhO6Y252jY643ZqPxq37uf8qVUMG0CXAwMjpi/QODDhtZuKJSAcagzuErffgNIow62BlzczFUR62tmMhhggf4GclMAlHdACwErhxgTI7byPCQ9XQD9jrdXAqTqY72Nuvr7bExHJTHftxqbrZr9Q12rb7e2tvara+3z1qaW+3G9Zt2+3abw0D6Q/9w3I1iDgCGLzLAWEd7u40Mj9jY6KgDUFR/OEy/cP6iww3UOeRdulRnLS23HWoKygaAFdRX5PGlzE2bNwe/S6dPuX80oAvqrq6ubocv+MICujU3t1hVVbUdO3bcMLlCeSVn7WcrKx0+Ul9t7XkHQJWVZ+3MmdNWW3vOxyMAMyDPqA0NDVp9/TU7fvyoHT5cbsePH/NzGxgIX4MEtKIuw3yKcz90qNzND8+fr411RR9X46PufFxAies0NDhgDfUoIY+6P7iKinKrrq40oCf9KS8v8/ZQU3H9GStUTAC5EydOOmgENvI1uiOHK6yluanIXDCFVrqu+Nfq7em2s2dO28mTx111ND7GuQYT1+HhIauru+wgjP4cPQZQO2M9vd1+X+DDCyC1Z/c+h5BATeAVUArV1b79B62qChVk+CIl28BJIAwO/s9fvmQHDh203Xt32/nzNf5VP4eq0VzQfZsBDScnHfBiVsjX6VATVhyucIh14uQJa+9o93tzcmrSxsYn/Gt2e/bsMwL9Ljt00AHJpcsXbWh40O8JfFpVVZ21nTu3u1+zY8eOWGXlGevu7gh+rXhWxWeXmwzG5wnPPCAPCk7MjwGZAEZgIyCzv7/PISfActfuvW72iyIRgMr1AqZijjc+MWmnzpxx8FZZXWWX66743MQUEZiK2emly1fsZlOzmwsCjflIBCrQ3p5+N0VlXm/cuMkVndy/KCuluFLsACuaDfIhDOAdDuyBdrfb21yF+uJLLzrk42ufk3yptrnZNm7e7D6ucOjPc7CyssrbQk0MgOYZyD8aANE8F3lfAfGBv9xrgF6cvfOPmeaWFtuydavfG5grUnZhcdF9yaGa7O7uzN7XglP8E4p3OoG0Av+Uosy6gSt+Cb32k184vPry18PXBfmy4Ge++F33cfWpz3/H/vnT37QPffQrvlBmQYsyaPORMfcPhHkboAEwA6wCTglcvaXwSsApBVTkPWhb+3RsEj8ISK1QYameNC7xlUAprASs0li+rASuUBmhEkJhBNzBQf5rP37DTQNRWgEKBK0wE8Q8ECfdAAuZjkmBI3AB6CgyDYzASsoewFUKr4AcBAErxVJcCVylyiuBDECUFFjAGoErgJWcfUuRxPHkA+eAQICr7ScmfN4AqgSsAsAKDtNRRfGVQVRPZ+pftm3HJ1zlx3EEtoFXQCyAFmONagpI5T6votLKoZVUV28rmBECrfhyI4ALpRXKKfqHIuxS6z1vV76sAFUE92s1+EpQWo0FZRkgVyolYBBjgdKKscnUVtHpPWNdpLRKoBXXTcBRwEoAS9cZSMX1JwhiaS6wTZpjAJJcS64jY881S0GjoJTy8rHKEwuAofx7/Se/+LNZOGUdvX/Pir4en9/OCq5D4k/Z9ps9vXyf89tvtl4zu3//nt2//xgVrPnQ+3b/3j27d++erWuzsZ/rf75rHqBVD/hz6vv9e/fXcH3/tHNi1QH/M98hlZXHgKs7wJ4FW46f1nZfH8Cjpfnsv7p3lsOPX/5ze2dpycEVXx8k3F0OJgmYVvAD2UP8HLd+VEvRpbZVjvpkqkiacnccWIVPk4fjIshaCAqrpYXQBx1HP/FNwo97hbn5eaPcEp84j8cBuZa9LKBoOkAjB1Oh7CLqrIVZW+Q/8NFpr4Oq2QC4gFwhP8Al/FJ5u4lvlIWFAoSamwNAoaSatDnUVFFRBZhamAcq0QfSaq/gHFjwaiGCrGB2E3zI4BeKrw8SUGn5IjECrekZwFBQb836/lgmKe/HYMoDMIr5ioPqC8iF0mQsaUOmP8Ar0rQ742ovASwWYwoBZAGkApwSjOI8gFJpHKBVUGsIWHGcgJHUTpOTBYikPMEkmU3RflDIoTLDTBJzxNAvqWK8TGLapXOdTEzDACQCFzi/FjCR+mZiMqiw6CNt4x9JZQBeQBuUFlLpjOP3aWTUxgmjYzaOE+zxoI6iXyxoMbFlUQ8ccjVcLDsxOmajI6Pu6wfFGD6i3IF3/AqhgBywKkBD+YdCuRdUQijjXtr4kpuu8SU5zNcGh/E3FRRZATZRPnydj/6wqAYKALPwIYRvK/IpwyKcAJjCtBPohzoKEODj4WPAcTiZxydXj3V2tllPD36uCoo2lIXUg/IEkBDUkt1FdTGugojZ+GMmhxnkyJD19/VYW1uLQ6SBgT5XK9IeqhTaow2gHGPX1dXj6jKA2QjOtoeHrbe3z1WNY6PDReou2lJ77JOPrbHRIRse6rfBgT536K7+TUwEB/6cH/1gP2nCyAjKsTGbHJ+y4YFha7/d4RATM0EgK6ZtmHuyjSJwhGuOAq6nz5VHLa1trsIaGh229u526+zqcLWV7ivdD4CoCXeiPu4+mZ557lkD8vAVv1utLa6mYp5MT037XJmc4P6Y8uuLqSamqPhj4quF7e23/ZxdRTUz5e0132q0W0033QcfDsKbmvBtNpyBdj23eI6kgXsO9SZAFmUcwAozZVRzzH+eIcBRVHyozggo+Nput9v0FOZ8i6486ujqcLM9TDABgJiAci9gtlpVdc4VgqgbUTHWXblqR48cs7Nnqxzs4pAdM09MSFHEoboDAAGsFPTu0/bA4IA7st+7f58dP3nCFWPnqs/ZwWhGfbPxprW0tbpak680Hjl6xEEtYJ57GCUiZr5AWeAsJuwoSDln7iPM79mPShBTWlRZPDOAXUA+4B73Bu815ur58xds3969duF8jc993o8yC+TdqnQ+Zt+6gqvf/f739q3v/jhz0o7yJzUXBFzhLByQAswAJgAPAA7/4S8aXNkCgEihFWoZASyZC5InVVZqKkhaqqsMRCWQyfO0nYNHWXnyVeYR4jWBq7S+2H4KqVSX8oilqkqBFdAKv05Aq//l/6r38UHd9KWv/cC+/8Of2g9e+7kBCoFWf/s/P+8BR+yorHDQXQpayVwMYKGQQZBVwJWAVR5aKV/QI1VeCV4BZQgCWIqBIUCcFFzh/wl4hSIJ6AMIAg6hvHr+4JCb9jFvpLjCt5XMBAFXlAEi4V+q6sa73dfVpiOjPvc2Hx2zLcfGHWABsV4oG/b6gIFSXAGtUnBFWkqs//hfGlztduzysjuRR2EFkGVu00f8WAlYEeNoHp9XnFNqHihoJfWSYE8RuEoc3gOVBBBRXAk0Euv6EUtJpXyBKsWCWcCqFGhyLPWqDUGsFGBx/XQ96Seh1DUln3IEwBVg9V/73/22DbahrYAlHra9nueT78t6tv1m28r3Ob/9ZuvluHtlT9n6fdDxvrVteMo2lLXZvXtt1nbvcXr+5o5d3/Mt3cc3e/3+NfS99Bnlc7nOZfZol/dPPyfyvf+3si2YRMwPWimtpJICYpHWNkBJZe/eWXRQ9fKdu3Z3+U4Mhf/upmCK49JtwSrFGaiKwIof4ewjPw3ApqBoWnBQBogCmPnxy8GxPAotQStMMdyk0MvcCQDLjwmQDNiEE/rlaG7ogAvIheljhFAAKhRUwCqBL8wCvR+YlSygvAqgScekAEqASzELOtKKVZY4n6dy7CNIZYU/Foc8CWzyxWFUOlBOZQWiFAcgVVBykU+e9mtbfWEf4MbrTxwuCzoF8IQj5tnMHBGTQ0KARyyIU8frxWnOgzoUkw51BqhFvhblpGmXxbnibKGOGVcMlA8KrdC2IA79ID/41KIfkzblgAvfVQGGCVAIVhAzJowBATghMOXp6Kg9MymMDsS9nqgEE7Ry9VOEUA6vRguAiQUs+zG7lLNvnJk33mx00DUxNm4EjkNRNuZfCwxOwKlfxwtacc7eXpHJ4Kgrq1CJYBLZ0dXpzp+pj+MJ6qvXGaEaY0Zd5KktjanaAFoArIBDjIWgVbgWALboXF2ALwFaGjvqog+aN7omqktjL3jFNuksrFK3jg99wYyvAArV/3A+EwEqTQSFndpL54LaFLzy6xz7obTaYz7q/InDNnWHa8n1xBeeX9fs3INqUWNAvwQTgZw+fycmXXE4jroqPgO4ZzT/fZ4yV6en3Lk6Jn6Aq8tX6vyjBjhcd3M3fXk1M9MO5trAo9B+uM90TxLr+eHPjHg/ks+9SeC5oUAZPcOyPFeEznr9mlOcI20CwINJMz64xhzUcD8wJ9jPMwZTb57rbAt0om6jDvbx3GGOAluBknoOCbRSjjT1EoBBbPM8AVYBqjKllf/ThvfJvMOy3oF+a7zV5KHHgeeIK8hut7ba4NCgK7FwXo8aq629zYEV50O/6QtfogSSAam4x1FfsY/zwOyU/UH52OXvLfpFPmX5OAkKLc6dPmPqjeP/mzfqXW3H+zJVWAGseC+SR1oAa93B1R/+8Af71vd+bN/+/k/cXA3FVWouiIN2/FxhLsjCGAiBc3ZgE4orgABmX0AZwaoUYpEWsMqnBbAErlaLiwBVCq8SYCWA9DCAlQKmFWWT+tj3oDrZl1dVCVgxFnloBbACzgBNAH/AqW9853UHVvgYY4z/9kNf8AAkzEOrPLRIlVZcF0EOYuBFqrQCYCgIWBELTgGrBFXyAAtYCbwoBTlQGAGtUFwJXDm8Gv2AAx5Aj4OfgVcycIXqinkCnJLKKkCrlsxMkPmEkup883/zLxBitlfT+B7/uiBqP6AVAV9rL1WMOsBiLklFBaACYjE3maNy1E6b8oeF0gpIVXn9XV63HLDLjxWgSo7XMSMEThHj08qBFQ7Mp/7Oz10mggAglFaMF+Pm4xvNMBlXrgnXBnWVrld67bimBIEp9rHNtRek1H7yAFcCmul+nwMoumJbtCeIJTApRR0xfU4BFmnylI/i8sc//devuMovzB+2vZ4LxXxf1rPtN9tWvs/57TdbL8etLwy5Z2Ub2tagxHmcM7tvbWUr21rf8y3d/zd7/f419L30GeVz1wKu1nNO5Pv5b3ubH7YpPBKgygOsbDuWL8CkJRO4urN0xxVY1CdIRUxI21F7ablCfQFUudoqQqugtCqALDc1XFx2ULa8ALQqtKGymFjI/5WbXCwtez+XF4NpYzBFBFoFZ/QOqqKfrKUF1GPFYAtolJkRzuHcN8CqAL6C+kppYoEmFm1+bKLEEhDSPmIt8NJFnvJVPosFrSJESo+hjBaQglfkEWhDIZ+n/cpPY44RuFI52mCxWoBXYdHJYlLQSmli+byZjAqrdCGsfdRZqC/AK85B7bAoZ7/CDGaGsQ/kCRCQ1gJe+Q5AUGlN8kXAUXf8PjUFSAjpySlMEguqGuBECisErcgjLUDhcQKupLZSGZQ1AkICJGPAqgihXH0VgQVqKYEjFBooM/bs3eumhVPjk0GdNTruCi0g0fhEcMhNWlDIARCqrwihQszYTPpiHt9GJ46fsBfe+YJt2b7NfRfxBUW+QqhjgDqM19g49QIERj0NjKH+QnvB3FJtBGUZKrAArrgegBUP3qegQhLUUX3qe8gPY5CNVWJ6l13T6GdK8EoxKjmHSg4tC6CMejU3QhsB/qh9zpVzAGgQgErptc/qT4Blup80ZdI8taeYcyTNOWTxWEGdJ0CWxtRXaj6pLR+PqIacnQxQlXtF4wScHZ+adDXdydOn7Olnn3FfcD19vQ6vphxOBcDMPRqgUYBPeoagptT9pzyBbT1LMkAOuIrPGj2TKEPaQwT2wZQ5QG5AE/9YIABwQhygPHCeZwPtkqadOXeejh/Dwtdb+WcC/0RgH9DJnazHNnkWe1/4R8Fc2Mf+kA5tBxAWzNIdWC0maf6xsYSp/KL7lprDV+PcbPi638KCgzI/fn7B5vlnx/KSLSwFRdjC4oJDJvbzjxTeQ6TD8xAfjpizL7s5e/qPFqVTU3f8PYY6FmwxmsDLDF7vnfQdm4IqvWf1HuYdua6KK35C/eyNX/vCFB9XKK4AV5/6wnc8fPJz37Z/+uQ37O8/9jX3swSkOFG3bM/sH3TQgOoK0ytMBgFMf7mz18EEsIp0qrTKgyu2U8XV44ArgaYUTCmdAirlCTqxne5/lHp0LHBKaepRmny2M5VV9GcFQAGYyPTqpz//lTHmgAGUVny9EX9WQCsCahqprfLgKgUeaToFV6nyJg+uHGBENZDAleCGmwtibna38GVBgSuprDAxA1oJXKGsAuoQMBeU4gq1EjAIpRWqK2AU4/K/vf2WA09BK2AVeQSUWICrk1fvWPXNd7viylVRTe+1spp5h1XvLB8xFFgvlo+4zzVUV9QBGJTSSl8cBGSR97/+Rb2XQWmFmouvG9IfoNXVjr/xfgJmgW2oxQBXACuBKCnLuAeksmIcpLTKYFV0xs44MrYptOL6CFqlMWmBqxROAaS4vgQBLUErwFU+aB8x9ahebTMnuM4OLuM1FsQCVJHmfAmaBx/+2FftV7/+7Z/daiu/UM9vr+cJ/SnbfrPnme9zfvvN1stx6wpD7rfZhnUDV/es7KmVqp91Pd/HuTAljv3z6fsawNW6zokSg/pvOCsDUtE0kB/pBH7AA7H40etxNCMUdCqApmAeePcOTt4J+K0KxwlaKdYPa20Tqz6lKSP4VGgjwLWifUuxXQDVouBbhF5eB4sCzAWjf66loKLCtDFAqYL5IfBK/q7S/fQj7ANwYWYYgsoKThXKhK9PsZBQYNGUptnmOF/IxXS6rXwAkeoXRNI+X8BFQMXCkP3ZvrjQ80UlCz0tGqPCi7JSVulY1a9t6iLP64iwK38M2wJIAWoFX1puNhh9cAUfWMEPFnX5wjcqM9jO4FWEUVogq17FLMR9X4RGtO0gKTVxTJVYAlxJTPlgXojfqlEDVAVYFWKlvVwCrVKApX1qX/vom4AEsEH5ghDAqwCwABcoelDbYCoWYt/viiYAC2ZDw25ixBck8QmFCd74KFBmwqaAK25WOBJURlHp4+ofwSF3Jh9MFINSqrhe/FCdPn3KTp0+ZdXnzrkPHfcT5oozIEzs7wSwJYRxh1gFFVWATQFwAX4ckkSwFeBQhEXRdFLgBmjjICmCHiCMyvsYOnDDfDKANJUvwJgwvhpbjfUKaJSosChDOw6MItTS9Qr94pzDeYcv8RWuoa7ng9pTGdrweRlVebSXtunnHeFVONcA2tR3jlVdOi8OAqQEAAAgAElEQVTF5Gu/n4tDughyUQROBlPf9B4ijQoI31T7D+yzzVs2e1xTe87zpxxKcR+itow+7aJ6K7tf4/3Pc4T7lzqZ/+zXs8TLxjyeTWxrv54tPMscGPlzC+UUJn/ApuAnEN978s2Hbz3KOhCjXj3fIphyEz6UtHz0A9+EDr+AUeHZqucpMebeeo5ynJfh+exQCXDFh0OCgsuf4xFakeY9yDEK80AwynqZhai4DXUFv4uLbmIf6gNW8f6I/hRje0ENzPsVU3XM8sM7imNIe8BvY/QpyT9Y8Pvo20rHmH/Y+L5oIiiFlUBVqrBSnt6z6w6u+Lrgj15/w83WAFf4uPr0F79rQKtPfO7b/rW7f/zE1+0D/xCctOO0GrAglQuAAHCFqggYJf9WivOKq3Q7BVd5ZZVAVj4/28aMb0tQRqUAinQ+CE6l+QJNaV4+rTKK2U9asVRWitknoAWgYUxQAgFogCL3v/YD/5IjIAClFRDLzQM/9AWTPyt8WglYASaADmkAYAAkpNwhreC+knIO2aWiSmOAisOr6A8p244wK4UZUt6kqpwUXAFxUCGhugJcoboC+gCvcHgucEV86tpdh0fMFwLjImgFACUwfqjSmGOAPlRRmAsSUF4dqp03wNULh4YdXGFWCMRiXqGoQmWVNxkM16DZv2iIggsgRl0ALKAV6itXWw2+4v1W/1FVCU5xnkArKawAVqnKCtCncVQMJAIWoX7iGglCKfbrGL8syLUjP73WpPPAijwBKymudAzbCpo7Ol7zRm0KVKqvAm0O4CJwA3595GNf/bNcZuVBS357PU/qT9n2mz3PfJ/z22+2Xo5bVxiyrpDiCbh6nHnxeMc+AVePN35vzdGpwoq0wBUxUAtYxI9dYn786sewfggvLwfQxbEE/TBWebY55j3vftn3sZ0vczdCMW8v1qHjiKmLH+i0qYCfLRYXmA6G/aGvpAFO7F+OfrZ8ERKVVdqnctpHvLgYgJPqFXAKoIr/vAd1lvL9GDc1LAZWYcEUVFeUTRdSQCEtpNK0jlEeC740TzCJ/DTNAjHdTtNaNJJHoD7laWFJvhaaaazFqfK0zfHksa0Q/GeFhWxW3kFVweRPZRWrXFF9EW4BrLQA94V/BFA6hjoECEjTvupVfj5edT91xeDtRniQggKBhTQGHmhbUAP/V8ojTkFDKBNARZqm3KTM0iJsAabgj6mzsz36dxqKyptwPG0LaBQgRoAz6guQhHrGxoIaK6RH3MdS8EOFvyW+VonfKnw2BfNHjpcJnNpJ21D9nicIFWPacCWYFE4JPFIdivM+xMI4hPELbYyaK6hypnYaX/VD28Qab/aR5pqn5UirvPJVlvyQV7iu+Tp1bBqrTsXpvrQ/7NdcnsgBVcqprOK0ntXS1KljiX2OR5Ne0hzHNWlra7WWllvuj6qp6YZvk08ZHU9a9zX3k+5L8uSPT/ef4vRZouPJI02s547DrAjRlVYsmKWy+AHk2OwZGevRs5CY564glPufinBKz2U9c1WHb0cTQI6TGWA+zZcD9Uzn/aB3IeUJvDvSNkiHd0V4F5GmjvCOif+Aie8o1YtZupejbIRjegfTHu2+HE3kedfh45E83mfE/v5THN+VvF/1XlaacqSJ9b4l1nt13cEVP1e+/8Of+dfsMv9WKK4+Xwj4uvrIv3zNfV2hPEENg9oFcy9AAWZYAAhgDQBBZoOKAVpSXK0GrgSqSsUZrEpNBVcBV6VUUwJXaSwYlYIopfMAS9tp3ZTFLJAY2MK5k9Y2Y4MCiDEADnz7ez+xX/7qN/baj3/hY/s/PnLfVVZuGhgdsMtnkeCDgEQaAyBS8CFo5UAimohhlpaqawStgBVS3JBHvwAWadqVNnfDVwVR3shsTAALYAPMkakgjsmluMr8XI0GcAWsw2eUfEdhZqqvKeLTisC8AWKhtmIf44XzdcwBccBeXrvg6igAFgH11cFzc8YXBYFXxMxFzUfGXOAKkAW0ou6KC4sOq4BW1HGx5Z7Vtb3Pvx5IHwmYCEpthXIMIAes4hyZ91KcAawErQT50nFkXBnTPLjStdL1I3bYGKEVoEhgKr3mpdKAqQeBK/bpOOolCGJl7SZmpTIvlUkj54CPtU9/4btvzYrmobWsvvC817ahtE+ke22ZX6v7bWVW9pb5uMLka4M99dRTtmHDBg9lRZ7ew8l4m/fM7t8ry8o99dSGon5QsgB9wjkm3SweFepZdWcoeq+szChC26FvZYkT+vt2ryz0d8OGp+ypDYxbwe9X7HUoE8/Nz7FspdPyQp/jUZkPsbfiHIKPq8K4PWWlxq0wOI9yXoXSSoWxoO70OrL30a7vg8darYQ4bYtx59poPgrU+fkW9SV/bULfHn4Ni9tOt1brc/7+CMfkxtXnbvFcWFvf054oHdt46Hwr83u8MCe4/wpjqNpW9puxLrO2e/ceycdVep0K9za1rrGfuv+e4j6Tyi4ZT863hNmo+v8ozxf6WtoX3D0rS+u+fy8+rxgL3UvF17F4/P54W/rRLOVVBqyktEp++PqPZqmwItDiuCV+WMfyglcCTvoBrR/P6Q/r7Ic4cCrCK2L9wNax+vGt8vpBzrbaYbFQKlBG+UqzYFBeuojIL0S0SNGiScen+dqnPGIWYUWLrxys0qKOshxPeS2ydKwWcop1zGrb2aIzMc3hmPQ40r4QzakitBBNYx2r8ixGtThVnJbJ7xcMQqUh5RRlWCjn22Hb99FGDl6pHmIdly62tWBXnrbVVrqd76PapO5M0ZPADRb+wIEUSqhe5VF/BmPisflj2C/4kJalHMezT/nEUiAJNrlSJ4FAqp+ypIuOxY9U9CXF8aqrALICzJJ5XMFErnCuab1qS/1nOx0XqYoUq8+pokjmbn5umMwl/Vb9aay2/Lwi8MmgT7weaXmldRzbSnO9lC4Vaz/HeHtRNaV8rk9af7qd5qtutU05Ba+bPsmENSoMNZdUTrHq0jbHkyafOO1bmqfy7OdeYV5LJUXbukbZ/Rjvu5lYJ/ezjlWa7fQ+pw3dh8Ts0zMrzS/Ki+a+DqncTC+oqVxJFWF6+vzTM055aezP2QiuAE+AKwdQUeWqZzuxnskcr+N4XwlE8a4jLUDF853AsR7H/QJcqpM4TfMuYTuNVRd5vL/YJk3MNuU9Ji++O+kbeQo6VtuqU9vE6buS/WzrHav3pLbZxzFs/0nAFc7BcRIOuEJxhdIKxRU+rv7lM9+yj336W24yiFkbi1kW+Jht8fU3VDLAAeAVChogT2omCIhIYZUgFjGKq1R1BbTKQ6qiPDlLj/6o2Ed7KZASZErjdL/Sgkwql99O85VWLDgFuCKPGHClAIgBmuCHCRPA7776U/vtb39v3/zu665m++A/ftmVVu/7wOd8PGUWKJWMgAOgIYUOSgMeMlAVfSZl2w9QXAmkCGQJUnkcIVaWTuCVABawJoVWUiFJcQW4kp8rKa6AVwJXmPRhtidH7FJcMXcIjBsKKn09cOPhUcMZO6AKaIV5H0E+rzBZJXAMZZl3Mg1k/DEP5EMChy8uur+sFFqhtMLnFmaMKMMAVvQZtRXqMdRWACuZBaZKK/mBkjqJMROoEhjUWDsISq5RKXjFdZaKStc+PxeUn8Y6RjGwCrWeFHuUFdxK69O80jxSnwTR2AZ8Mk/54uh6/QFLVi7UWKRtsA0rdzgQUvbqoCX0Pr9/9XPC/00O+LAwBEbkoJL3t6zM+1ZAEICdYufjadtpOt8HQYJ8frrti1nGoy2/MF293xoj6rnXxiK/0Fst2J9KCxXBttB62u80nfbN638Ex+t+niXGjfx8P8we7bzy/ci2VyiuVq8vf31XH+us9lziAYqrEufLnCoe9tX7Vlwu12yyuVqfV16zEm1x3e8VA+DVrtXKviedSJJrmW989Yr7vDA7V95LJedDhE5PlTDTTLpSSK6YE2u8L3LPggDb2hwIp6CYMV/LfF45/4qfI4UT4NrJl1q4jivu6RzILxz7x03pRzMxyiepn7K4BLjiv8D8ANYPacGul1++Yx6iSko/lNMf0+mP7qwO2o7HEuvHvWLVo/L6QU8+ZdIFgfqkPGIFldXCI7/Y0EJH+7XNwofFFDH7lK+8/MKKxZwWS9qnxRjHktaCT9uUIy9d/GXqg8Tcj/2qKx/rWNXDfvLSxSf71Db56UKVfOWpbpVX3YpVh45ROxzvC20Wz3HBygJa5divxbfa8jhZaAtepQtvX4DHRXP+eLbTBbz6mNbPfrZRk1BeQSZjvphPVDuUJ6QgQm2oPe1LY9LptqANedM5ECaA420l4ESAIYNO8SuFqjsfC7gUxRH4OPRK0iiigioq+HUCXOFPClM5Ka3S+jUG5FE/505a+fRVbTCWAlcCTaqL8jpf1ZVuq5zqzupPQB6+shwwxr6orOpLt0lrW3URr3btlJ+WIS/NVz1p3Zpj7NOxOi491o+R0ioBVxyv8qpD7Whb+4nT8j6fuW+ktop1cZz2cd8IWnGdSHNf6d5SfSqve0f3M3Gpe5c87SPN8yLN0/PD64kwGnAFaJLaytVS0fyP8noWktZzU89RPXPZTo8DKilQRs9uYurRtu+LZvACUUArzP8WlwrvCN4VHONxBFeU8zbmZ7P3nt4pxHqvpMdqP/v03lK59B2ofxgp1j698wSd1E5aF/VRjkC5UmnlpfGfBFz9+je/c0fhmAO6f6vPfycDViitgFbE//ypb7oTcRazLHivtL/Pdp6aciUV/pswGUTZgtIImCN/V1JdAa/SkIKrBwEs4BT7HWhFlZXgk0wFs22BrVws4EQMdCLmmFL5aV6pMoJWlANYETAJRHX1n1+47aohxgPQ8tFPfMN++Pob9uOf/tI++6Xv+fYrH/6iQyv8WQEBpbISkBBUEKQiZrwJSmeQSk64ZW4WYymupLoCogikkKd8V1xF80ABK6mwMH2TmghwBaxJ1VaAHKAOcAdwJTNBoA9f38NXlBRXmOFhYsrYAa5kHqhYDtT/z+dvO4DC9A8QhfN1hT1np+30tbseTly54+O7+8y0w9N37Bvwrws+d3DIqAPVFdCKa4PSSr6yMBPEPJAvCF6LJoKCVgAroBvqMamsUnglk0HGgfFw5+vRPFAgUOOq8SYWuJLTfMEhmQZyvQm6/oqVn8baRyxYlcZAqnwQxEqBliCW6l4xr977Lz4vMRn+yjfWD1wZC8r8Cv1+mytXUJIUfzEsKH+Ul1+YP2x7teXb6vCI9ja42knH+sI0W0Aq123hihasxX0pDTfCglyL0aSuXLI03Anmd/mFrx/KmD50Qb+yT8V9TlVj1LqyfOhmuqDOdTzZ9HMoNW4ooXLQj7Jv/rycwBX5uFrL9V1trJNTySVLj8uq53uvrGiePPa5RjPMlbAkf/0eMF/yZwRMLHWtcn3PHfaQzZXj9Kj30qpj5HMn/4xYpRslwFXpko/azzBvV477yuPpf/4RF9pe+XxZvWxynz3WdSh91o+TG35Yhx++/qM4/scXAOUwK4Ir/TAGaKU/orNj+AEdTROoM/1RrR/j+Tx+TIf2AzRTe2l51e+LAi0wgFW5/46nx1Cn+pimtYhhn9cX/7OutPazyCFPCyEtnogpQ76CL7K0eEoAV3oMZdn2hVuixuLY1FSGBZ37epkJ/mbmZqKPqvmw4PPyiQkO2ywMCaQVfLEYVRc6hoUpC0sFHZeWpUy6gNU2x7A4To9x8yH6F02JdJyO4Vyk9iDWebJfC3EW2Omim3Leho6lTaWT49SWjiXWYl3tF8Vy+h6BAfBDfWABz3a2oM+BmXwbtCMgIoiiPK8ngVMOoKKPpxRgUV7HeH48BpDjIYFBAkPUne2PiiX6QZ5ACrHa8bZL1JPBsOjPSsor9+0U61OdnLvqVNvqN7Ha8H5wbAy0MUa/vM/0MfiscgVYVFyNjQ4X9V3XkLo0PlkbEV75eOfG18vEcUvLU0+pkNat/Wmezpl9q/UpPa5UGfIUNN+ZX+q/p2P/dHx6Hox12ifVoT7pnlU+MeXTurz96IeOtNpWzLznnkzvaaWpj7SeHWqPWM8P9qm8YvJ4zuWPo608rKIeAJTHyXEcq6Dnpp67eqY6cIoAK4NWyXNZ5fSs9uf6UjB9558sOsYVV/FZrneC3gW0reOkyPJ/0FBPEni/UE55pJXndURFlR8b31nsJ/g76y7O2YPyi3daCpjYn27rHZzm8cXAtJzKkEc6DRyn/euuuPrhaz+3//nRL7tJGItrnLHjnF1KK4dWgKtPfzNz1I6ZG1DjXON7XBEDQJJvIfkuIu9tu4KzdsGr1dRXpcCVlFbESju80tf/otmgINSD4FUKo5QuBaW0b7VY0IpjSaOwIgZcOTD5v687vALmfO7+9+y3v/u9vf6TXzi0+vuPfdW/zsgXBf/mg58z+bJKIYIAgkAVsdQwih18JIAKMOJwJIFXKbhKQVUerABcBGAErjyOMEtKK0ErgSuprqS4AvDIx5U7aB/9gKuYgEJSNAGbUOehrAJworoiZpt8zAS5vpj8YQKIOgtoheJKeSjYUE/hYP3IxSWHWPjC+qvdfQ6wOI45hgJww4tt7tMqNTHEETvAFYhGvwBrKK0AbfQbAMe1c3CVU1xx7hm0StRpMgsUvEqVV3lwpS/9CTxyfYFQAlcCScTMhTSojOAV8yZVWAlQCWSxDRQVGFVZ5REDTsmnTtpSu2wzX/nK6HoqrtyEKzO7ics5FEJIMFCCiFKxKwe5HgxaVi7cSy7OHragzS0S820W6kwWliXUSyUXpI9gJkj9JY/1fmMyeN/urwioxVZbLKvHLJqLF/35c8tvl+zHGs6hJIwKJ1iAOY99XjlwtcbrW/IcNWQl45WgIpzSA+CboNBbca6rzY/8HKSth8LMcIKMQclr9bCxLDk+ynz4fFPJIqD7wH6vrLNQRy71yH1fWWf+PlDNpecKxyew+2Ht5p4vpeukxeT5EsckJwZVt9Y9fvfysr37zrK9584de3m5+IcyP8b9x7VgVjTnc2iU+MOSuYX+a6wf5emPZtWjH8/ptvKIPT8xAWQboEXd6QIiTacLAS0gWDQozX7SikmzP1ucPMD0g7IsRlSeRRHBF1fRTCX9Dz7lisrEhZgWf1I6SDWgBR2LWZxyDw3giBt1zpTNTgWTGh3j8CdZ2LHo0yJTi0faJp9tLQrTbZXLH+cL3QQAqW7KEVgY69hZnCdPT9p8jOfcuXPBlC+tO01zvNohVt2qlzbVV5UlppzKK1aejlVdWsBrv4ABMQG4wuKdMU3zlAYOCBoIFKjP+LDi2FRhRJo8QRvVjx8jQSKZ7GlfWj9tUNZDCn6imR/HqB6163EOWKlOYsCHq6ci8FH7xOoDZfAh5eUiTNKxvi+CG/pHGfKUn6Y1Xu6PirIT6df8SAdF1+jYmI2MBDNGoFVaJ+1Sj+pivJVOz0vldA7puGhsGMe0LqWJ6Xep+lSv9qVt67j0WI1DWreOpe+kszkT+5PmpftIY6qnOZSdRxx/359A27QdzXFi+pKW9WuU82Ol/TouvXeUVkwZpbknBaN0j+Zjlc2Xo560LkEpHa9nJTHPTu0n1nNX+/QMTp/f5Hk5qaKSfyJQTs/vNFZaxwo28X4gTaCM3iukdQx9ScsoP19Wx6TvSt6TepfpXan3mmLed9l78M6SCUyRz/s03Z9/b7JNefxJEijPtuogpgxhXcEVTsJf/eHP/Ct2LNj3V826E2wWswAsV1t9KgArtlFloSJiUYtTcfz+ACQADAAczLNQz2ACxtfhABEor6S+WovJoGCV4gxalQBXgKZHAVcprErTHE//SwGrNF9pYhRWBFQ9nC9fWMTfEuACGPjzN35tX//26w78PvzPX3WTQUwD/auBrxSAgUCEoJWgBrHAVarScfiRmAMCowSv0lj5UvqkKiClVwNXUlqlfq0ErbjmMp9TmrmDUknwChAktRVmgnxdEOgkR/6AKkErgJXMBJ9GOXVo2FBOERhPHLFjCkjQNmaqRy8tZYGyzK2/3t3nkBMTVvafqX/ZlVnp1wMxD+QLh1Ja0VeUVvJnJRUZMI7zk9Iq9WmVQr4Hgav0Gui6cS0FIbnmXP+1ACvNF2LBK+5XgqAVaYErqfpSxRXQSl+v1H4BLurg/gZcr7viKi6wC4AKX0RSIWEyWCBXLCCTzcSPVFir5ReY+e2SK7rcwnFFmdzCM9+HQvlkYZmHBhTK1ROAXbLALVS0IlVyMUu/MTsrK1s1FC1s7993k0FMIuXnJw8y8uOV337Lz0Fnmo7NWs9LdaRxvr500qTlSKdlHwCB8ocVtlcHV6WbTebJW3GuD+hz0fV72DwvnFBpUOr7k74n5UsmH3G+PdIYlS7ExVsBX0v2hczcdc7KPUY/MdEsuse80hy4eti45/pV8l73enNjjyrVfdqVWRsmxAVby+zU1isBuHrP3Tv2HuDV3Whu8HIASPz45ocygTQ/hPXDm8UjTn8bGq7ZjRsNviDWf5XT4ziWH/X6wZ2mlccPadIKbHtb8Tj9qFecQitvMzHvoO10EaFFiPK1rUVQPtaiRIsajiMvXWBlizMgkpRUgllRiaDFHmVZMHZ1ttv1hmvW1dWRqYhkxkPMgrW25pyVHzpkly9fttERzLIAPYmD82hyw0JQC780zeJRfSNNGS0o05hjtIhlIdzb0+WOmzs72jJAxf40cAxB9aTt5/epHGWUJk7rI03bOlblqL9UWfI5Jt2XHluqbuaoIAegSnCAmACsStMOrxLQIDChdukv9WFqNzw8aCMjQ5kzckEUtal2iVMY4fkR0jhciHApXyZ/XFq/9z0BNNQjoCHQovKqN91WXnAmX1Bt5evw802AlcYjn58ep3aCSSLO2hmvURscHPKvI46ODJnAleojTkEW24w5MXWn46/6gXC0kYdyjBvjobpX62vaZ5WlHeXnY12rtD61o7I6nlhB5bWdzl/2KZ/5qWvuYzcyVHQOlEuP1XGqQ/eC8nVOOoaYsiqX5nNv6X5O43w+zxbyFJNWfSpLrDR1aVvPJZ6jpPU8Ja19PHOVn8Zpfvp8zp7dmPwlCizeCf7PhPjPC47JyiYO1dWG6uS9obTeF+SR1ntAdaV5et8opoyn4z9ceG8ReHeuFvRO07tQcfpOJC+fLzil9yX7SaustoFW5BOoc13B1Wuvv+HmgSycWcADFwAxmGCxkEeJBagStMJBO8qrAK++Zpi74cQaBQyqGJRHUl6hqAFeAZ5ScFUKXuUVV2xzXB5aZdvRZJBtwabVwJX2E6ewKk2zT1AqLa989hFQWAGryCfN+QJeADL4Yfq7f/qK+7P60Y/fsC9+9VU3r8S0EpWVTAMFGFJgoTQgIwVXSmfQ4wGqKkErYImC8oiVlyqDikwFky8KyiE7CiOADdBK4Aqwk4Kr1KxOJoPyb+Vf6ht4xRVOgEf8TwGtUOUBqwiATsaQeSdoBaRCcQWoEsAijUkgcApTQpy2o77ChBBlH6anXBPqOFG37NCKLxHW3nqvobSSaaCUVvhpY+6itAK6Aao4F86NmJBCK8aCcXG/VjkTQUCgxpW0gJXGX9dP11NAUuCKbamvUjBVKg1YUr4AFVBK+cSCVMSUAUopzTawSuAK5Z/SUmH97Ye+4Pc5iiu+frmufyzetAKMZoJqv2AuuHKRWrQw97VpsU+q/H7VWRSvcWFJnaXX0cULy1JtFy10cwvWoj7lNkouZh/W76QO2nVn0kWr27WPJ1W+peegPqZjsYbz0uEr4rXUl5Z9AARa0UaW8ZjgqvRkymp/lETJ+ZG/H9YwrqvVV6T6eUDH1jLfSp9+ci89sN8r5/Cq3cpdZ8o9bj+L7oWs4XUCV0l79+8BscI9rsdotnsdEq62unvH3rW85MorfnDz41b/ndWPcWL/0Yyp4PKiA5jq6kqrqDhkhw+X2+Bgv+fzX2V+1L98twCiOJYfy8T6Ua8f1nfvhv8ks0+LAbWl4/Sjnrql7lKeQJoWN1p4cGyos/AfdOpPFzCktRBhEZNuqz7ytbhSmgWZL7YScOXKKZm6JQvB+blpX5RXV56x7du22IULtZkJnS/qUBnNzVhj4w3bsWOb7dm313bv3WP11xsMlQoL2qKQmOxl/XClUjSzS5RW1M/CUrEWv1q0kg9EOFddadu2brazZ075Yln70/JaoGb1RfM7NwOMC1Tt04JV24Vjp3zxnAcSWblkwa+2tRCnjNKrxekinjK046AogiqlFQtesa3gxyRKJICKIMDUJOVGraOz3Wprz9nVq3U+7wVPqENARXCIWPsVC3gQE5QvKKOYfIIAjbbZrz6pjrRO+qw6MdnzfkXzPdXNuesY1ZXGqld5bDO+Okb7i4BT4uOKPqMg7OjosOvXr1tdXZ011Ndba8stGxzo83mnumhD9SkO7RZUXuoH/R8aHvQvLha+ujhs4+NBTUa7KquYfpPOx/n92iZm/qTl6RfQDcjbdrvFOttvZ+dAOQW1w7bmqepL5zD7ta2ygqhNTTetpqba+vt6vA7VSX3pMaQ5Vvu1T+X8+RKfSTqfmZkAoCmb3qdsUz7kFcC48lQ23SZP9eT3p33ROKgNnp3ps3QBU+jEhJp9xfvDNnl6LuuZzDaBZyjwCmDl8fxs9j7xd0Ji3s223jV6X7Ad3hcFU0DtU3nFadk0T/l693gstXCEV/jTErxK32Hkse/ll1fCKcGrNPZ3cVRk6V0qYCVApfd4mq+y6wquvvfDn7oDZhbYKGO2HZ9wEytgwaHaefcF9IGPfMmBzN9/7GuuuPqHj3/dvzBIjDKDxS6KGiAC6hhgFaZawAhUNSm8Sn1ckRawIgY8CFYpvxSoSpVXDwNXeQiVwqo0LUCVL6/8FFwpD2gFiAHC8HU6FCoo2PhCI19kRJ2GSSXACjjAOAlQAQoFK1KllZQ4igU8BEDyMYCkFCihnECV9msbwAKwcmiFyVsOWAlWAaxIEwSu8GtFkKkgim2g7OMAACAASURBVCTUVgoCV/JvBbjCFO943bIDKpkKOrCKSivAFfmY++FoHTjF/GMuEQSwUGMRUFMBqgClOHHnOOYEQJHyKABx4C5H7PizwhE78xullb4eiE+r1DyQcwBWSWWVQiuNRQquUlClMVZc6rpJaUWcB1epiZ6g1KPEAlfE+QCoYs4RBK1Up8DVvfeHuSlw5RDrlc94eb52yccaUA2u7x+LvaCy4kto6eJLX/FzxURulZuHQw/bLnlOJRa0ReVyC+fHAVeYPsqfV76vRW3mNkqChIf1W3XQf5mmKc/jlYv+fJ/y237YW3kO6k86xo96Xjq2VJzWkaZLlU3bXm9w9bC+lepvibyS8yMPrtbQ1mr1PRK4WuN8y93S8ewScPXAfpeGhiWGaKXi6i3o5yOBqwf23ydcwUz2QfPvYfVw0pR5RHPQkmP0JjMBVgpALP2wTX/sCjrxQ5wf2ywOUKcMDPTb6dMn7cCBfdbf3+s/yPkhf2cJaBRUWstLAVppoRB+fIf/CtPG3TvBIbx+lOtHv8qzHYBV8AMicCX1FX1ZWkQVFU36cv9dZ1FDn4ipk1iLHvLDImnGFuIn1bVoKuwLzoCV7//ZjyoB98kUwVMBXEUzPV+IzfjCjkVvbU21Hdi/165fr7dpFojybzU3Y/0DfVZeXmbHjx+12+1tdvzkSSsrL7f2zk6bmZnOTNomJ1m4FgCVFqYsCD1MsfgsNrfTPi1mtU3MYpNFb3VVZYBq52sNX0daaKaxFteqx2FadKiuc6dO75PiFeoplE4B/mjhzjGqU4vwfLtamCufY0LZlX2lLOMN4ADYCE4xXwVtFIf9QXWFrydgjx8fFUBAGQczXmcwZaPMlat1tnnzRp/33d2dRfWmkEnpEBf65PWqfxGa0T79UT+APhw3OhrAFWkUXgT6wDnqXEmnPqO0TTkF6ib4sYniS3Uo5liCzn18TOmQr/0qr1jlda4DA31WV3fZysvL7eDBgx727Nlth8oO2I3r9a5Yy/dFdWdx0k/1iWMAO2VlB+3UqZPW29u9Yvz9msXz4Dj6yNwhVtB81n62ldY5MV7kE2i3sfGmHTt2xAHziRPHjHPkfgnH0U5h7ACcHEddxMxZnheaw74v5gsiTkyM+/mUlR2w3bt3ukqT8uoX6bRO1c1+8gmqn/YcLHEPxvswlAlqsJmpArhSvSueJ9EEmLq0jzoVyCMt6KQylOca3G5tsbrLF/3Z143SNPbDj5ktfKAiPFvjF1YjtMqetxFy8dzWs5t92s7S0VTQ3xVRucUzXM98KbBUnn35oHeOjqMsadpSXqlYebyrqINY70zBKY9pU+rg+F5b4l0Zze71TxjvR+IHS+/kNNb7Unm8Swn8w0lB24pT1dW6gavf/PZ39p3v/8QXvCzIcVqNQ2x8NQEE8MOEuRc+gt7/9/ddfYV6CCCD6RvqKwIqIxbeAAFUMKhl+JIbyis54v7PL9zOlFep+kqACr9EQCi2U3iVgavozyrb3tzp5QAWpWATUMoBV3TSrjLkC0IpTzH5pLU/LSulFaogAtAKOEcbAKAvf/0H9rM3fmXf+u6PXWUF0ONrgg6t3v9ZBwGCBoIUAlepCkdAw8FH4nhd0IlY8Gq1POAJQWCFWEAl3VfKlxXzIAVVAjaCWcAchcykDnCFP6ipYC6Icg9YxdwhYJIHiGI+CFwxL6S2Qq3G+ApaoawSpJLaSttALUAVAXjFXOIaMC+Yu6eu3fX56kqrpvfaxZZ77tNK5oHMUSCroJX3OwIrKckAc+l5MyYCVlJbMXZc93RsBauya5dcv2xfNBPUtWcuSCnF/GA7DZozpWKOE6winQYBLYErtlU/aYAVZqvMTwXyHGRFmAXs4j5fV+fscbEUgFVqJpjtcEftK/xd5Rfmj7Bdel0GwFndH1R+Ef9Y4CozbVoJjUr3LeTm+xByH9xvbIdcYJUDM1k7JRa5eVCV3y60i2+st+IcqDF/HvntrMex+XheueyizaJF/oPry49tfruo3pIbpeHJ6vUkUGbFueca0DXMZec3V2ur+PoxDqVM2/K1reJTzYulfV95XChS7Hw+K7XKfHsouPIxWqXfJerM2ssniubESmCUFS9R52r3/COBq4dc4/y1K75mWa/cLLo0gC6UcbD4JwBX+uFLzI9h/QDWD29i/RjnB/nCAuBqwZaWlmxyctKqq6t9Udrd3W3Ld3DcvmTLi4RFu7O07DHHh/r4Ub9kS3Hfu+6+bC/fCc5lqTv9wV84JsCyxcWlrO3FRWBWCPQlTS/Mo8patPkYe5oycTGjxc/8/IwtLM3a/MK0LSzK5A+Tk3mbnQVW8SWpBZuZwYE6X64K5igAJ18IolxAzRDBFUBrdm7WZgizMzY7P+f1cPz09LQNDAxYd0+PDY+OeBn2T8/O2OT0lN1qabbTZ89YR2enTU7NWGdXj1Wfq7XW2+3ePscTqGtqiq+EhcD4T09N28zUdOYTC+fuLBxZjAK5SGvhyYIxv8Blm2vX0tJig4ODoZ14nBa0AagEX05uTscCGnVUVIMxBhoL2pLPq0I/Jm1yaswmp0Y9TE0HgEUdUpmoDYcFsX76Jt9Jno4AQovziTH2T9jUxKRNjQOmxm0U+DM5YaM4BJ+gHUwEQ+DreQVoJZCE36twbNiPOSDblA3+mfTVPfJJNzc327Fjx6y6+pzDW84BsJEPATxhzkZbhbrUB8qjFBofAygFkzrM6tKAX6jh4WHr6uqy9vZ26+/vt9HoK0qARdCoFLABaqT5pFNTPc0H6lLgmFEHZ4W+8NVBro3gDMcJqKgNzhPTQPp79cpV275jhx07cdxuNN60xltNVnWu2nbu3GmVlZU+1zjPdMwYF+CsxopzpwzbBI3LpUuXbOvWrVZRUWG9vb0+diozNDTkEN3NOKOfsPS8lKb/zCP6np7HRISV9CVcHwDouI2OjVvr7TY7W1ltzz73gh0oO2h9/X3+NcaxEeoAegIU8d8FXEQFFuaY4KnidN5zD+ke4HxPnz5tW7ZssUsXL7rCS/cg/VafdV+RF8YsmL6qTFYuqiKpf3qa+3XKnxXcK9w3M1MBgut+Aiy5b73pGS/nz5UpfMEF8CYwBahS2mFUfA7yHPA2ZmZ8Dly8eNH27NnjkLe1tblgIj3FRx3mbHZ6xuZn52x2Ztam+SBFfNbOzRYUV4Jigkf6pwPbeqYDmHhfCDLl93k5ykeTQqmzeGbrHyECSpQViFKaba8biBUdqXMc7Qpu0T6BY4h5lylPsd5xqp983qN6fynW+3V5GcftAWz5R1GiuaHe1en7OoVS8m+ld7lijlN63cDVL375a/vs/e/54hcYUdP4HgcMgBmUK//4iW/YT3/+K8OkCtUKIOYD//AlVxEBq4BWABpiTApZcGOGBbzieOAVPq9QXUl5BZiSo/YUWqXmg0AI7SMtWJWmUzAFbPLt+JVApdcKruSziljwihio4rDqxTZPy58VoIQx+UH0Z8UC/5Of+3ZwwP6hLwQIENUrggrAAxRWeZVVHnYITikGUgk6CV7l87QfmJKpqaITcbYFuihHGX01UA7YBWikssrHwByUV/qaIOoqAiol1Er+NcGxDzq0AlzJhxTzCmAFoErNA0mjWMOklDmRAisA1Tv29jvAIl9QS2orgBVBcwMT15NXw5cGAa206V8PbHtfZiKI+gslWAqt6LuAFUorzo1z5Nw1HoyPA6vEIXspcMX4ZtcRk87ElxXpUvCK+ZDOjRRa5dOCV8rXto5P43cl/q5UTm2hrgJalQpArEyF9cpnDJPBj3/22+lqaH3SmAi6v6aCT6vQMDAr+HFasaftwaaBqy0CV5yQL2pxdF68h+Pzi8XVFrF5NcpqbXt+WUF5Vdxi6a384jYr5f1euajHdGgDjtf9fCJYKTo3xhRfV2tzzq523+w5MJalxlgqNNUf/BE97Lyy0isTeUixhuu76livbCXmPA64iiqZEkCp+Bqu2rjvWK3PK+bgauOAqVkic1ytvvwcL92rtc23h4OrAJk2rFANlp7DpfukcZbvPEo9fj8fDVypbd2PhR5yffLPl5K+uOJ9no0B1yt/I3kzGwrqrfw9UGj2LU8JUOUBFtv8sBa4Cj/i59zvEgssIAeL6aNHj9q+ffuss7PTFv1H9h0HVkCrxfkFm56c9AXYyPCgLxBZeAC22A+0CuAqtMUPesEr0iwKWKShPmExDIBgcQNUEmACKpEW2GGbQDkFQBRAh7apj4WdL+687iFXTtDGxESoP1tAzQX4BLDgfPv7+2x4eMgX12GRFlUU05NhAY76YmrKwcnA8JANDQ9lkMkX46h6gDHTUzY9N2tTM9OeHhgatO7eHuvp67OOzm7r7umznt5+Gx5BJQMkmvLzGx4OEIM89Wmgf8CGB4dsYhwlBV//C+fHYpRz1fkODw246REx8CJd5AIEWPBzjtTrC+zJ6Ow5Lu6HhgaMABDQYlngihhw5duT4zY/E75CmPaBOscnRjO/UAJUxApeJgID+UJyeCAlVAIZ6D8AB19gnPsYwIR5OTJsI2OjNjYxbmP+NbsAojRmQdEElAghnG8KtgSuBJoUB5DFdWSsACYDA/i5CoAiBTBKM1bMF+ZugDQBUKlt1FQcL0BDOaWJud4cB6w6e/asHT9+3Hp6ejIn5xkwis7OAVJqm2ssSEU+4yVIo5i8dB5wT7A97vUxPsGhuoAR6qv0WMprO7QXIBMglN+Du3fvseaWVhsaHrGR0THr6+83YMbNmzf9HDQOuiZhLAOkGhsft5FR5gtjFMaB/hB41ly5csVu3brl14L+6brU1tbalSuXM0WX5o/Gg/6q3zr34nMAJgbgpLFkjoyOTdjY+KTdam61F1/aZPsPHrD+gX4TPJ30uRYVeoA/xjAHrnS/pPCXtAPByXG/tjxPAXPMMV0fgSVif27FmDRt6F7y+uP9Oi3zxQQOh/tzyu+XqUnUX1MZGKYt6gdoAYIFw6cmo0LrAaorQWvqn3LQNeXPEe6PM2fO2JYtm9wf4qygfwrbp/EBiKoUZVh4ZqMaxcQ6VXbx7OZ9QMy7iFhp8gWZiKUC0zHs9zJRleWq2cQ3oYCWw6lEoct2UV5yPKCL96PaVVnyBK3IY1t52uaYO7Ec4GphIfxDCHDFtgL/rFlcDF9DlMKYOoBPKagiLVjF+1qAinwC2yqveN3A1U9+9kv3VcWClkU75lWAAdREfMkN5+v88WU8AApfY8OUCNXVKx/+osMqgStAFmZxKEkwycLMEHiF0koO2//3p5sdZgGUABWYBsp0EFDFNkHQSrHgRBG4igqsFE4VpaPSCoglRZUAV7qdpgFWQCpBK4EsqayIAXAoh3D8DbD76c9+ZT96/Q37zP3vuh8wzCrxZ+WmVwm0EjQgFniQugrFFeMrsKRY0Eox+UAntoEgxIJQgCgFQSs5WHdTwEQdlIGtux81oEwKrrStPMErmQoyTxxUTf2dm9kBq1AtAbBwcI7aCjCEqglwBShCLfUf/0uDjx0AC9NAFFdAK2KuG2CKuSdlFWl8WREDsDxEmIXaivnDtWVOoA7EpxXAqrbpve7TSkqr9OuBUlrRT/dpNR2cr3NOwCtimQfqvIFXjEUKrhhfgsZbMdeCa6Trsyq4em9wzi6TQeaEguZGGgM52c6X0TbASqBKeaViymEiiJKSkAdXUl4JXgGwKP/pz3/H3vjlr9/yBc6DK1xdGeMLvBIr3PzC/GHbD2w/OjsG5vCDacOGp9ysr4j3xMVhia6EhXCyuM73pdA2C+bVFV6FcoXU6iAhLIpx0qx+e7osB4hYxD61wTZEAIhz9jacUvP1OBy8R2iR73N+O+nRmziHDdZ2D8VOcT+AVvkx9nZy16PkeRU6VJwqtWjP1bfa9X3gWBe3km1xDD7EysoKY7l6PSVUS7m+relcneuUnk8lr5+3lV4D5nkKdB5TccWorGG+Pcq95AONiWo2dwJ0ZQ7nv4yZXZR8YpU58aj3Ral+PjK4imOS3qerzb9QNJxrAPmcK9cnnTfcuxvsqaJ7OncdS51vfkzeom2BK/3g5UcuaQI/uPmhzA9tFgHtba2usGIRzYKEhfTu3bsdXOHLxn9wLy7awty8/+f+dkurna+ptaqqM+4/6eKFWsNkhP1BlbVkd5cBXeG/07SlH/e0h0PzC+dr7PSpk3bq1Cm7cOGCL1pZ5LCYRPnCIo+AQ3NAGnALZQrb5ONbp68v+NRpbWny+i5fOm9tt1utvr7eTp48aYcPH/bzaWxsdFAA6AKEURd1shhGCXH06DE7e7bSmptbbXw8LDhxto6/o1OnTlj99XoDQl28fMkqjh6202dOW1tbm924ccOqKivt5KlTVn/juoMt4BVhYmrS2js7XI1SceSwlR2qsCNHj9uVq/U2MAiIGPMF7dWrV70PnBN1AgBOnDhh5RXldvLUSbvZeNOGHL4VzJNYjDLeFy/U2InjR+3I4XL3Z9XUeMMAicCh5luNVlNT4+NLG0CACczWXEEy5rCLa1BZecbNQquqztqtW40OoABNWjRPRSCIAmPOncqHBS+La2BZU1OjnT9/3gFMTc05a6K/QwN+vBbfmF61tNyyixfPG/7TLlw6b7eaG62vv9dBAIABAIGfocab1+3GjevW09trnV1ddvXaVTt/8YJdvlJnLbdbbXB4yEaj0smhYRzHmzcb7dq1emtouG6trbcdCgmMcO6MN6CotbXVAQtzgrkN1GMfZYFH5DE3BgcHMlgUzOSGHYS2tbVYU9MNQ2kC5BKAAU719w9YD3Cyp9eGhka8Pa7p7du3fX7TVgFijXg+9xmBcn19vTbQ32MjwwOunuI64iy+f7DPuns6rbOr3X1vDQ/2ZyaEjF0+MJbkcY0ESdiWIot+dHV1uyKPMaEN9qkeHaN6AFDcl4zZpk2b7FB5uasHmcd9/UMOY4FOgC3ATABiKLRGbGho2AYHA6CmXdojkNZ1IdY4so9xZZwCAEMJ12I7UHkdO+Lnz/Vw0BohHnOeuahzoP/0nW2BUs6NPI4lYPIHYBwYHLH+gSGrb7hhz7/woh08VGYDgF6eA678Q/037l8E5augQ0ODNjIazToBhIxxDAK1xIJbpDlX5gDPK86VvtDHFFYJXvk1m0SFFmAl9VDW4VMCKXWPUr+3PzXpasTJKVSQk9m1Vhv8o8EVjBOTNjEGKJuw2dmCchMolKqt2AZcAeACmAsAinnAfYciF7Pa27db3Dyasii9AGOEuZlZmwVYzc66QjX8AyK0wTtA8CqNBaSIlU7hlUCV9ivGXJAAuEJ1xT8fSJPnKqycWSLvItXlcTweaKV69L4SoBLIIiYsLxXM1PV+IwZc+fsVUBXVxAJWioMCC1VWgFdShfFuBl7xrhakUixFFduCWaQFrDiW/HUDV6/9+BeumGJhzKKdL7ChdNnwYpttOTbuaos//CH8mvn97/9gL//NJx1KoTYB0KA2woQQaIVJkeAVIAbTLMErQJjgFWql//RsiwMiKa8eBKxSWJWmHVIl8EpQKg+qBKakwlI55RMLVBELVikNrAJmYT6JYgh1EE6+cVAPsMLU8p8+FZzVMxbAAPmzAhQAEFIIQVpqK1fhRCWOYJXAh2CVVDraTveTFjQRTBG0kppK8ErgJdsffVuRL1ilsvJ5Rb4ATqq0Ql0FqAJaAYD0NUEcnctMEGhFGn9TAlQyDRS4AgCiygNQyfRPSiuAFXmoqjAJpExajmsC2ARa8WEAoNW5xvcYXw9EHYjPMaCVvh6IahCH8fRRsA1YJX9dzH+prVIzQc5f48O4pMAqDw11DblW3AMCkwJY2fXmmieBcoJTmiuaN+RrXykYpbz0OOXlY+AWQDUFVGlaZoKK2Yefq49+8hv229/+/i1a1vyZVePmWSVRylt0IqUVOo9deez3A3v+lp3bY57DWvrxKOe1lsFbS9trrnctB5Qo+1afa4kmsqw/1jhkDQCwMOt84IxMSz9a2ut8tKKPXOqP0c/VGl9DW4zdw4YvlHmLx3i1vq+SL/MFftzyo1Y/gAWu2M+PdpwqV5SXuV8ZoFBDQ4ODIQAd5iAs9INpw5Kbf1yvb7CyA2VWdfas3Wq8aVfqLtnBA/utprrKF3oorpYWglmhfuzrhz0LDRwg0x7A5fr1BodMmAahSGDxC1RCucE25kfAJxbEQCfM3ugXvnXoK4vkgf4+hzZ79+yynTu22dGjR+zIkSMOrjD7AgpwHjiSpm5Bq0OHDrmfngsXLtrFi5etouKIHThQZjcbb/mCtqHhqh08eMA2bnzRjh0/Zmcqz2YO1unvraYmBzbU/cI732lnq6qKwFVXT7ebHe3cvcuqa2rs/IVLDq927tpjdVeued/pE3Vt3rzZ+8m50i/6XXaozDZv3WL7Dux3YOML0rjYBTDt37fHDh7Y5+eO8/V9e3e7r62W5iZfxAOldu3aZc8//7yDMEAAplEsZPnKIL63du7c7uAKeLVr1w7fBjBpIS4FCQtXV3lNjNuMO1qfdLOt06dOGP6NDh8+4n0GLuzdu8d9FY1Gcy5gCz6+9u7dbYcOHbRD5WW2a89O27l7h506e8o6utodKAAzjx87Yls2b7Idu3b4eJeVH7Ld+/a4U/st27b6WGCahuIqwJFRnxOAx4MH+ZjAUdu/v8z27t3vYLMAUUYdugAzGV/mD9eNeQIkxdyTeQ+w3b9/v8ddXZ0ZPACSMC6nT5/ycWPsyssPOXAFpgpMVFfX2KFDFVZZiYP3Bjtz+oy3h3KR6wxQDaBo2PsNtH3nO9/pgfmOqd2li+etp7vLgQtOvK/fbLCz1Wft2ImjdvhohVVVnrHbLc1+jQWWACFpIJ8A8CBf2zhPBwyeO3fO5wTjATTu6GjLAE8KenQsiinAC+P1tr/8S9u6dbtVn7tg5y/UWU3tJTd/raqqMgApcIa51tHRZVev1ltt7QUHwream/1+oRznqbJcx1C+w65du+awlWuhcWJ8AerM4927drjq6tq1K9bc3OSgE0DLmOFzaaC/188XiMVzjbyrVy5bX293Ng6orbiefDm19nytnTlb7WaCFYeP2jueftbKD1fYwOCAK/4AVYTe7h6rv3rNqiurrKryrF2+fNH6+noyOEudAkiCVgJktMMYc86ce1NTk40MD2XXh/tRcIkYn4LMtfr6qx7LCf/QYL/dbm22+mtX/Euh5HOf8vEM4BFmm53dXdY30G/N+KCqu2TXrtb5PwkAeCPDw9ba3GJX6674uXR1dni73NdAMWLBK7/Xs691Yo446QpDgCLzgABcR3HF3AEU8awAXGGSyJj1dHVbS3OL/7OB+4vnLn79qJv3ADHzkvMFWHN+nD/7BLN4P6XvEDdfjCAdWEmgbzIRpB9SzHIddF10boJO4TwLfQFyCdIB6mlnMaq5NBaCZGl/SCufvvKecxA2D0gLpvcyExS0kpIYxZXMGe/cXXY1l1TJel8TKwhcKdb7nFhpyq4buPrFL39jH//stxyssGjHmTWKF1RSmF5hFgiwSv8AMyiqgBeoNlBlYU70oY8G00HgFQCHxTvgoKxm3r/yBrySqRiqJQAWkAjFlQCWnLULZAGqUtXVo4IrQaoUYilvNXBFXwSwSEt5BbjCufx/+IsGV/gAbDAJ/OFrP7f7X/2Bf5ERp/Wcs1RWAAMgATFQQmACAAHQIACkUtCRAqnVIFWq6KE82wJWMl0rBaYEpBxeRUfsglPEAjMqp33kA3FQIQF5pKwStEK5BARSkOIKZRNKK64/Y4ovMCmtmAP6CiN5XHsAleYAMbBKIEuKPOUTUyfzYtfpKXf6DnBNTQNxxA44xWxVPq0EraS0yiuspCgTqJOZYKq4SqEVwJDxF7wi1nXj2ubBVQaq9FVIgau4TXkBKiAUc0eQU/DqYbGOS4FVmofPKqmsBKyAVKWCO2l//2ddPfiPH/+6/e73/07BVfrw+2OkV/M59cdo649V57+Fc/hjjc2Tep+MwL+zEdCPWX4M68et0voxzA//UyePGwACh+wonvhhzX/VUesAjoBFbuqwuOT/sa86W2mEkaFhm5ubt/GxCausrLaKisOuvFhaumOLDq7uGA7caZPAD3wUFEAZAE1vT4/DKNoE4ABZUEBhVsIiBwWKQA4qGP5jL3DFAjcshGa8T6PDI3a+psa2bNpkhysqHICh4GDBVFd3xXbs2GXl5RXW3d1rExNTvlAlr7Gp2cYnptz/FH6nduzcbeUVR3wsOB6osXPnDtu6fasdPnrEmlqaraOr09ra2x2cUAaAtnHTRvdlhRnbBAuyyQmrqq5x06Or9Q02MoovnQlrbW2znTt32959B1zdw6KdRSCw5MUXX3TlFfAO4NLV3WWnzpy2Fze+ZFU159xEDniF/539B/bbjp07fDxQC1Gesdu+fburwFBEcD1RbwFGADL0lXwCCqmXXnrRF+6j46M2PDLsyrDnXnjelRSUYXy5NlpUs4Ajja8i2kSZ99JLL3m7wArGmoU5Y3Hh0kWHS6jUUJtt3LTZas9fsPYOVEPdVnflqu3as9fHp/pcjUMKVE6MJUDp2WefdYXNmbNnfW5ca6h3n0rPv/MFO37yhJumYW45ODRip89U+pgCA9vaOx0K7tm738d/YHDIxx4fRkCwAwDPK3V2/eYNX3gDDIEi9L+p6ZadOHHKXnxxo+3Zs8/a2ztsdHTcRkZGra2tww4fOWp79u6zmtrz3v+TJ0/brt17vf32ji67fqPRyssP20svbbJNm7bY/v0HfS5R7lB5hZ8rQK2l5bb19vZbXd1VKysrt+eef8GefuY527GTOXrYKiurXLU1PDTic3f3nr3e9rmaWjt67Ljt2LHTFYLt7W0F88xohslCHRgg4ESMk3GuJ+atGl/mOD6dUAFu3rLVgLeYf2GiCdQBdKgefF/1dHe7IpH59Y63v92effY5271nn+0/UOaB+wa10rHjJ7zvff2DVnv+onEdAuJWjAAAIABJREFUNm7a4u1wbkA9znn79p22bdt2h4vMm4F+xuOK7dt/0F5450t+nr19+I7rs3M1523Xrj329qefsWdfeN527dntUBdfUTeuX3eYxlzmHgKsMD+7u7ocFOFTij5zHzNnef5wHwDGgJf79u13FeThI8ds2/ad9pd/9ddWdqjcevv6/dpz/dvbOnxeHDxQZkePHnfYjR8uwA1wTcoqV0bF+4P7H7PWq/XXbN/+fQ5cuQ+279xh23Zst/qGehsbHXUlF7CH+4z7jT6iJAUGP/fcc34O7MOnW2NTowHBuQdOnDzhcJ3nNABw957dtmnLZqusrvLnEKqxPXv32EubNjo8v3Hzhp2tqvTnxq7du7wsX43t6+1ygMR9zf0tMOSwxk2EQ7+Ah9zbqFLx/8acBl7yTwHGAP9X8mFGWcDo0SNH7FDZIb8uAFqe4ZzjLL76ZmasEzVqVZWPI0CU9wLXiT4Af4BLvDMwS8e/IWbjjGtHZ4ddvHTRzpw9489HxgvwGUzMg69AlK6X6y77WDAmjDdAD9+D+Cvs6x+wmzeb7Fp9g9+LHZ1droStrKq2hus3/NlOnbdvt7rp6tUrddbZcdtmZyZdaQXkGugftNutbdbV2e2Kws7OLrtxo9EaGzFzHbGpKVRfwZ8iMdeWsUGlS+D8AY9SXaUO3JXW+1qwCn9Y7HsZVVZ02q73PMqrdQVXOGf/+rdf8wUzkAKlCl9wA9xsPjLmqqpf/+Z3K352AalQsPBFNhbCqDIAWKiw2Ie/K9RYLMYBCMCrlypGHQahvEJ5w5f4UngFrAJKACpIC2IJXglaKS5SXCVmgQJUiqWs0jbQQ3kCVVJdCVaRTxpohToMMzcczgME7n/tB/a1b71mX/jKq24aiNkk4I7Ff2quBWQQrABoSDlFLMAB7BC8StNpnsCIlFX/P3vv+WVHcp554p/Znf24+jR7+tPMfFhRJLvRaAfTjYYveFvw3puqQhmU994XgG6KhKSZlZ0zMkOJFIekKBHS0IqUOBpRomvKsGPP74l48sbNugVctCcFnBOIzMjIyMjIyMz7/up53zQwIc+hlcEVuZMhloGUc4MpcsoMrsgBNS5jGaBj10CrqwBYXHuDK5ZRMpHLTXDgtzQ/1uwcFrTiepNwC0RtZfUd1wRlleNVcf197bn+ng9AKsrJuS6Ubzw8JXdNgrEDrVBaXWj7NanhHIjdroqGVlJaZYHY7RZohRXnS8rHg2WNV+YeyDXx9fIyua6zgVQ5N7DKcs8L59wvBl4Gni7Lc2/LgSiAaqXEvEX9B4wyuLKqitwQi9zlhrDALuLg/ejHH7Sr4LLHzi9gAa5Ny2M3/Xyd6C/COfx8jfjT3j4dgY/yCPAj1sCKZX4EG1iR487AX/B37dyhv+IDrPgrMTmGBSqBLVu2SKnCj/3FhcUwOzUTuu506q/ps9P8lZqA5wtSVmCYdnX3hqV798PSIm6C9wWu7JaIMcIPd9o8efKUYAtGJPAGVRflGIMYY/zQB1ThmoRCBrjAvmxHucB+7ufc7JzcUlASvLb+VRkaGHucA0bS4OBQOHDgUNi0aUtobr4d+vsHA6qnbdt3hrb2OwEDGUO7o7NbhjPGdl9vn9rv6+tXvza8+qpUT7OMzexsmJomGHqMm4UR8tLLL4XDRxtlWOEi2Nvfr7Yw6AFiHANYgQoFoIHRB7CijxhI27dvlwsWYE6ujBO4+0yFm023ZKiiAsFdEBfES1cuhzUvvhBOnj4lQ5DxwiDEMMSIQ/1j6MT4oVTBMOQ4lFOf8eb6dnV3C4jR56vXr4Vnn3tOY8w1IS4YcW2sxsCYRcGDgUo/gT6ohHw82uUanTp9Si6StEn/X3gREHEoDA6NFvGEgE4XLl4Or6xdL1jIWABX6CMqIMAVYAyoIeAwPqYg4CjQNm5+PbS1d6gt4oUBHYAoN2426Toy1ucvXNI6x+HaHj7SKGAASGAcxyZjX+k/48A5ACmASgBNQElbG3CSuFcj4eTJM2Hdug2CMbiVDQ2PCpJt37FT/QeAcpymphbNsxdeeCmgvgJ40ceW221hR8Muwavz5y+qTebD9es3w7r1r4VXX3td4OvOne7Q1dWTDOFugZ4dO3aF263tcmcjuP/+A4fCK6+s1Tx3bDIMYKCVFCZJfWXwhHvo2HgM1A8IRrFIf3Dzu3L1uq4B9y5znetu+AW8IuFainscIBnQwLXZsnVbuHb9ptqhLSAVwGnnrr2K5UbbxIw6dLgxrH7+BR2D8cAVlzE5fvxkWLPmBUEg3DMBr8ADPlwAAEP9xHjSDvfP4SPHwiefWx22NuzQPL3V1CQ43dvbJ5UWgApwFUESKqRBzVGeKWwzuGKOMXcBLjxXWm7f1vXhGp09d0HB2YF5HHtkbEJjDuBDzQeUGBgYkosl8wYgDDSKbpSZayDwanoqtLa3BVSCANP2Ox0CJ8w/waTt2wMx7ORWNxndoycmJ3UPcB8DcX7lV35Fzz1iVgHEe/p6BZ+ee3512Lt/n+pyP3PPcV1eeOlFzXGUoagSbzTdktvjJ579ZHj19Y2CPABbIDAB6NesWR0uXzpfgGnucxLgKAIsgNp0Ee8Q+MT8Bv4DfYC7xDrDLZZnFs9c+s78Ql0IHEQ566D0lHF9eG5zfZiL+/cfkAKNujwDAV48Z3hXAK2Uy+Uwuhs2tTTr3IFwAOhDjUfCxtc3hkuXLifIPhmuXrsmWA6wOn3urEA3wI8/AuBmzHMJd23+ePDaxs0Cz41Hj2uu8uxfv2FjOCMV7jn98YY+NezYEfbs3iX3akAT53Hs+Endt6g8+cMN75i9e/fr+Q7gZF5bdUV9nmc823iXMX+2b98m5R73rpVXhljkACqAld/hbxLTysAKSIXS6o17cg8EWlGPd+0HprjCDfB7//uHMmgBIShlAAKAK1y2UGERnJ0YV+V/n/3CN+QihnIFSIVBjLELxAHmALCIgwW8QaFFwHaCmdM2rmMAjF/6eHMg7hUwAiBlWAGkMKAysPC68ypwhcsg8Mp5BrIMqdhuQEUfDK2cs43yPNE/IMu2E7M6R5RWX/vW/w5f/PPvhD/6029IkQa0AwgYWhkeABWADQZVhlFWSuXAw2Wu4205nMrVPgZWBlM5WDG0qgJZmcoKKGVwZZBlYIPaCIhDAlg5N7hCaWV4lausDLGAV0AigBZjJkD1sVu61qisSMArynFHxQXQyioDK1/7Wko7rhHugluPzQhaEYydrweeTdCKGGzMtVxpBUijP1ZacS4kXAN9jpyngZWhHcAqHyuPp8Ghr1GeG0gKUj4CXLmegNVnIsjk2udw08s51DKwAormy6x73tXKrcCyiqrIk9rK4ApoVQZXfJWQ+f7jnzwFV+Vn4Dtfjy5TxBxaVStYzjtv+APc8xfhHD7A4Xp6qKcj8G9kBPzXWn7Q5tCKZRKGAW5DxEcCYAGLUFbxYxugcu7ceRl4BEqmjHgd+us3KitcQbp7ZGQDYzBE+QGPwbe4dC/cu3s/3L/7Rrh/Nx6bH9QYIcRDwp0MI5MYKfyY54c8xg1lQCmMMY6HayDLGD8YNSQMOoyACpiajV+vmp4JuDBufPU1GZN8yYo6MU0HYMGGDa+FK1euCVat2/BaWLtug9QWgABiT2EsA7RQo/QPDAh6ocTB+N2yeYvUHHwlaybFyHIf6N8ra18J+w7sl8qCwOx8RRAYAZjZuWtPOHDwsAwbxgiAtnXrdhmcnB+wBiMaAxsjVOAKl8apyYChhuJK7ktDgwJjGGQYrxhoNhgxyAE85PSLdtmGW9KaNWtkSAL7KKcOy0PEOerullGNkX3w8KHwyx/7mMbYkAtIRVB4KTCSSxFtAMhQiJHTno9PH/i64vhU/PrfqTOnwuo1a+QmSQBskoNho44COL308loF42ZfwAnzgT4DlCJAm5DiBOMftQ2qlY7OTrUF2EDZtn7Da1L+nDp9VsAEgApc4njAyY2vb5Kxjvsm/RsZH5XxzHij0kGJQ2yzjo5OQStUcQCW8fFJKYgAOy++9IrACq6kTc23BW5QHHGNgTio6jDqAZNALox8ykj0hX6uWfOi7pXhYdz3ogIP1RZGNFCK8pERYkONCpQwVzgnzgFVFwH+jx49Luhz+jTwd0CKH4xfu0YZWDkHXHF9gIBXLl+R2gO4x9gBxNZJObNVQCaOQ3R7s2prnK/opblF4HTAFcqq7p74kQGuJ+COcQDO0UeAIeeMCg4QxT3F2HBewECUh+vXb5C6DthBrCm+WohqjXHmXqSPbge3y+dfeDEcOHJY8IH5S2LOsD/KUBRU8VrGecS9C0QBsALdAKuMA8pEQyeC/nN9JianNW+AbFJcEoNufFLXhGvQ2Hgs9PXxEYMYWP/s2TNSRKFKxf2WL0gy/hozXNQmxqX24T69ePmS+gw0AT5t2bYtrFu/LnS0t8utbgZInT7KQB+5fxnnj3/847oX1G99HCLCZdpEdci5qH5SpwLENm/dIkAGnEGddO3G9fDJ556V4gvFkcsBaKtXPxeONR4WjPb9nSuucMGjfcYLyMI4T0/zTJ4Oo6MTUv1t2LBBbtz0mbpAHhSTgHH6RzmQCsUnzwuUtTyX2E6sNO5xP694lly7drUAV7wvlPiDytx8GEzqTZ5/qNmAg+2dHWHP3j1Fu+1tbVKanTh1UvG+OF/Omy9gokjDnZLnM0pNQ1Kezdx7lAG/eW7zhwquAc9B5hiKxJdffiVcv34jzM8v6FmBsorn+Msvrw0nT57WHyWIb8fy88+/ECHcDCrjMYEqoBUwy3N2Lwq8V9fLHRRwRZB2AyznvLvzPzoZXJEDroBZOdwCYH1g4IrfUbgLfuUv/0YqE0AVAdoJhA04IOA1AddRXdWCV5//8rfkJoZyBZUVRi9GMhCL/YBXQC2Mb2ACAc0J+k7bDs4NuCIRQwooZdUNdQBZlNWCGMvAVRbvKgdYBld5Dqzyeg6xrLhCaYVCCNACGCF+11e/9j2prfhqIAHpgXK4ShK8mnMGGBhWCVgBLpK6hvM3nDKMygGIt+UQxPUMqVjPUxW0ysBUDq60nFRVhlQ5tLLCqgys7DZHzpzALRSVFfAHSAW0AmKRpLYa/V0proBEbNt9drEAVAJWvxyhFbASt0FcL1FZca2dAFak/NoZRnJdSLixbj8xp3lE7CwFY2/+tL4eaGjlmFa4KgLR6B/9BFYBWZ04r5XAlccoB4KMt8ff18mgkevra0wZy772Vt153XWdU54vu16t3KorQ6s8f5QbIXMTsCoVVQq4zrJBlXNvL8DWb305PAVX74O1SUBsAqO3rxCI/H045Hve5C/CObzng/K0wacj8HQEcnBlpZWhFTlGwY3rVwtwhTqJryABsIBGxOPBCEG1ozgdbJudU7yX0ydPhSOHDodTp86GS5euFH9t7unpD/O4CS7dC/fvRsXVvXuLRewPlA+oHQBQGDHXrl/XcVhGuYS7GMc2uAKg8WOf5zSGDqALmEE5Bg915+fmpbi6cfVaeHX9hnDh/IUC6ODCgmrg2rUbcie7dPGyDFQZ65tx+zor5Q8GNgogchQkGGEcA0jGGGzetDn09fQmhQQBhmd0DIywluYWGccYR0ARDKrbra2CKRhBqFFQAOEadiHlGD2ABIw71CZAuZdffllqEBtyqLqIVfPy2lekIKDt0fExGcTPrn5OyhMgEon+OhlO0U5zU7Pc+QBjfKXPxi7GJG6EO3ftlAskbpAAoV/5xMfDnt171Cf3w0oM5xwHgxO4hOuZ2/TxUfdguGNcov4AXJ07f1HAytCKHJUL6hbAFYoL4AjXFvVIGVzRHi6am7ZsDq+9vlHqnJHRCUEHABiKCa7piy+tFQwjnhjgAygBaOIYO3buFDhgHIeJczQawQcAhOOOjY0LVgGtUF2huBobizALePHJTz6ntlFZAWgAkri2ATpabrdLodPZ2S1wBSRF3VcBV2NyeQNcnTxxSooqAA5AijYAYIApgx3gFXNl7dr1gePt239QSisA6+bN2wRhMaxHR+OXIAVN+BpjUkmhjANckaISKwafZ8513LkjA/3ylWtSjTy3ek3YtKkCrqgvZV0WCJyvDnKdURgBfXAVIyg7YMljjEsg44J7H2WAK5QtgCj6j8JseBh3vQmNMy583Fu4xjL+o2Pj4dp1FHovF4orjx/gas2LL4XDx44KAgGc4jWL7ldAb1QswCrK6Sv3LjALtz4AJcDASh+OjcoPN1COAaTivqevjDEQg3JAGmACF0/g/NHG4+Hw4SNql/uVewhoaHdBrsPk1IT6yNcJgUYorlD7kIDD69avF7y/09GhmIBTBIAHXmX3MfcV4AoQxH1FTDcgjEHUoSOHdY66/ycmQ3NzS8DNF8DNvUJdErAXdSb3N/MemMXzqfl2S3jhhedD45FDCVzFIO05uGKZZxNKKf6wwH0yNTUjV2vmKTB37dp1ej7zHGRsGW/XpYz+kePazT3tP0wAwWI8vC2aU8Qw5HpxT3LcQm1FvKsZYl7N6iMV3P9tHe1hbmE+zMzN6hxxqebZgQKWZweukF29PWF2fk51qIebJWrN4ydP6Pzn5hf1TOa5wDWemZ0PlHHNeSZt375D0MrxqdrbO8JLr6wTgKce7zjmMa6vgGqA5sICXwq8K8DJfCGuHfOQ9xqAj/nGe414keT8EYfg9keOHFJAeBRWKK2c9LXB7OuFwKpcdaX1TJHlIO0fKLjiZxbuggAYlCcCD2cWpIR5bvugvtCG0Yt73A9+9NYygPWnf/bXUmoBDDB8MXQxxHExAloRJ4scQ5w6BNLGDRFIAbwi5pHdBoFXgAtghl0FqVc3uLLSqqS8MqQq5wAswJXLWScWF4AFF8Hm/t/UVxdxlQLuff7L3xbEAlqhUmHMcMECGuTqKoMI5wZTBh/ODUDKubeTv2NwlWCWgZVzYIyXURk5phPX3gorgA4w0tAK8OOA7FpOXxG06spB2QFbhlaMoRVWWk4uggS359qitiIn+RoX0GpdRR0HsAIk8tVBXE4PXLyrgO/+guD51gdyD7TSCvfAtuHfUWB4uzIC3QysyP31QM6X87faapnKijFcwUUwh1aGTLXKakFMzwty9vV6uR1DsGJ7UnHRpqFVGWbl21yH+cn9mAOpAlL99p8VQIvtzGmS6j4FV0+t0Kcj8HQEno7A0xF4ghEATuXAysorwyvAFUGA9x/YG5qabyrALX/pXViY1zJ//UZtBMCyGosYOPz1fMf27fp6G6qNyakZKU4w4Nva28MCqq35Bamzlhbj1wsJWksgW77Ut3nLpoBiASMPOIK7DJ9vR80EEAJEEdMEF0A+4c7X9nB1A1phGGEEYcwBlkh8Yn1meipcu3pNSpdz5y+EmRncHefC9DSAaSZcuHBRxghfJwNIoKzCQMXwJsYVhiuxr6amZsPkxLTc5DC4MPQxirds3ixlAcejXF/LIgbM1KTGcP26dSnuzKhc/DDMcDcj2DsGOwYRxg2wAoMHJY+MzslJGdq4zWBgo25jTHAPMrhCSYERLBe3ifGAmoA4N3xpD8OIuuQkxoX9nTc1Nylw/M7du2RM8zU+DPgzgKcXXwjbGxrC1avXQ8vt1kCsqWdXr46QDLdC2iLO1eS4XIgiuEKdAlQ5F55/frUMax9Xhvd4VLUArzgWhuTzz6+RGxbnznmTGG/UeYqxtHa94Cj7Ax0wbjFyue701YACFdumzZsVz4flEb4EODoahkZGFHPs3IULYdeePeGVdeuUWB8cGgrXbtwIr6xdK8UVwauBfyQBrJFhtUFfgRjMDSBVjHHVqWtF2euvb1HcKhQ23A+o3W7cuBlu3WoKt2+3xvhQo2OCQihq1m/YEJqam4MUPcCRkdGo9HnxxXDy1KkCvuAeB5hiHFB9AKwYJ1zScK0jXhbuR8BPEkDu/PkL4fLlK1LAREUIoAYgFMcKhVURlF1f1RtWPwALAOL9+/ZrXmJ0oxh59tnVWUwv+hq/umfFVoQysX3AFdeGWEfExOK8UErdvHVLcJAPHGi+j4xJ0QWwBQbhMohLGV8ZjICQWG8bBbEBV/R9fGIiXL1+XS5v+w8ckOoxwtrxcOnKFZUDRYApVlsxZ9if54LVmLRFMrgCkAANKKMu4BxwhToHUAJg5dg3bkW3VhSYPNd4NgCzuQa4ChJLDUB65EijnkVAJYBYfI5FeDU5GcFVb3+fICv3KdAI0HTkaKNylokBRwB43V985S+pwTgf+kkMuk984hOaM5QR4wrohDvvJ577ZDjS2Kh92Ma+/EEAcIXqk7lteIWSknJcCxmz4rmQlJjHjjZqrswS4JwPMPBlwCJY+5QUmcQeRB3LvurL+ISu465duwRkgIU8Exlbril1OYcCfKfYhPzhATUlgJJ5Tqw44pzhTgkcu3XzZiBWIeDK8a14RwGtaOv0mTNhC4qyvj69j3DZnkkxq+YXFuQOy9cueVYyb1BWEdNqem42dHR1htdwFzxyWBBwdnY+nD17Xu8L3INncTefmw+jY2Nh1949Yc/evRov3Brn5+ekxFz/6kYpd1FcLS3eDYBzgPPO3bsDbp5zcwthfn5RijTuA+AVbuqHDzfq/uJdEtuLyma+Wrpp08ZArDHUbQDjnp4uBf0nYD1fYuVa8L628orcyYorAy3WSR84uPrZ22+Hb33n+4XqCmADgCBG0St7R8Pec0uCOBi/uMu99dN/qQra/sW/+E5ovHJfXxEEHKBuAZCg9MCVDnCFCyFGNe6IKK/4GhyqG6AVX5f7peQ2iBoHmGTFVQ427CboXKAjV1rZXTCBK4CUVDvJTdDr5LmLIOsGJPSFYwNuCFyPmxTgiq8IoiD7L//1zwWtGAugFefIeaGsATAYQhlWGWaQ50DK9cjzci+vVO7tBlqFwipTXQGmDGHI8+RtlBlcuS7rVlkZ9HAtgVbOpb7Kviro2FZAoi1HZwolnWEVcJLEuBLTDCiJe6DhpBV1XMv8+jAHcCckZx4aWh25cl8qOOJaEdOKQOxAK4KwM2+JvWb3QEM2+mxgBYzj2gKtVgRWjhOWfUXQ1yu/nl42WCKnzOsCUXYZzNR3rpfvb2hVM8+AlUGV51xR/zMxILy3A61cB3AFUDaUysGUAVUtaEU95vlTV8EnsNqeVn06Ak9H4OkI/Bsegfv3Irjihy/uBEAs/wBmGfc9fijzRbmzF87K7QjDZW6Ov5SPh3Pnzgra8BdjlE18FQlFFDCLeCcYoPz1mcSn5PkRj0Jobn4uLC0uhiXg1cK81FaAK445PDwYdu/ZGfbt26Nj65Ps0/xVfVbuICi6cAtZSHGr2m63Kg4OfcBgBYQoNk1Li6BVVIdFcIXqACBFrBpcWkjE4MLAxqgFfA0PD4WhoWGpZKhLHB7UP8Ar1ARTkzNhajyCIyCVVQScs79sKHCFwZRiwdzpaAubXt+o9m2w0VfinKDeIY7R4CAwALA0pTwuRzUC4IfYXfyFHgOb9ifGJwTAUExg2BGTxvFZUEugOiIAM33CoCTRjg1f1mkHw/WFl1+SqxCB0jGAMaB2EOPmpRfD9VtNcpPi/FHgPLf6eRnaGLl8HWwKY3VirABXgljTKGOuhJdxYdy1S4oLH5vjR+M2ui4CGYnHxFgQW2wiAULAFS5lKNJwF7QLjY123CZxHWIdcEWbzL2tW7Zq/gEGMdD7hwakHkGN1T84IFXWuQvnwvpXN2h8unq6wq3mW+FVvpi46XXF3MKoBVYMA6uyBIDBPRBoRWKZ64SKCgCJaxvghznBPGKMAEcGKUCQjs4OuWtxfO4Fgt5TjzrAiBdefFHgkWsxPDocOruJY7VHCiO5CqJgIuj84LBcAlevXiMXQ9RpxNYC9vl4MQc0RfWRcyDWFMofFFNSXUVYCdxgjm3ZslVf0cSVEbUkqi4A1p07nem8hoK/CKkv443hNhfdDe0iCoBgHsU+DCuwPe0A2XCpQ5GDagkFI7GvAFeAJMA3cwXXPYAS/amAq/Fw7eZ1xYDCFQ74A6zlOl+6ckkus41HGjX+PlfmhcGVg6VbcYXbINAZSGVwBWgCxACJGQ9ABe0DhRRPbg2Bz49ILQZspv+4oZKj4OMa8Dwh5hfXnmPhKmjF28QE4Hoi9A70y60VlQ/3MNeb8yFxHzMHgbvAYeA8Y2IwRM5c+eQnP6mcdcafuGy4+BGz6tjx49rX9x2AGhWmABUgLimruP+ffX61lF7U5ZnAHwmARHxYgecpoHN2ajzMTI4VzzSAydzsjMBcDq7Yn3Y4f57DjCPzgPcDY8w1pU3fswAnnqO4LK995RXFNhxOH6pgPHlvHDxyKGx8nS/Cbgy3btwMczPTMbbVHH/EmBE4mpyc0vOV9hU7KqmC9YcE/ngxP6e5ArTasatB4wu0Al6huGrv6tT1OHY8uqIDmABXqOm4z4FW/MFmfHI87Ni9K+zeu1cqLkAT5wbcWrvu1XDp8hWpjnGbHx6Z0LNrz759Un4Bw2jXSixgJ/dx/NIpCq4RATfaRMnFM6ShYXtoxF1zkthrzeHUqRPh9OmT4dTpk/oqJF/49B+g/O4mf9MAK7kMotYSyHrj3gcPrviNhTvgH/+Pb0qNgnGPqxWqFmAEkGnj4UnFqbrY/usyZon19JO3/kkAi+8Osu+mxmnFxuKLhMAuYIaNZsAVAdyBPShicEnkq3AE50aFo6/N/fItuQ2yzpcNUeKQgFfAJOBGGVqxXih1cnBloJVUWEARgxFgVu4uiKIHpRWxl4ihBFAAxn35q98VtPrsF76prwY6jhcQgPPARZDzAxLk4Aq4ZCjhHFhh+FHOyzDK++fwyqCKvIBV+XKmpAIaGkwZTpGTaoEr1ylDK8MecsAVyTGuHKAdOAQ0enHXSKGgK5RWKa6VwSTXEWhlN0HWi+uZXScp315s1/V6YdeIgChuq0ArK62AVrgH+uuBzFeglWNsWSXmvjOnSXYPLCutDPcYH8bPY8x4cz24Fr4xSJiLAAAgAElEQVSW5evn8jznehdQqQa0chvex3UNvfJc2zJ4xVwzlPJ+dkmk3Eor1wGuGlbl8CpfzsGV6zLPUVviHvs0xtW/YUv06ak/HYGnI/B0BOocAautyPM4GC7nBzEG14WL58PuvbvCuXNn9OOZT6tfx4VwL18B26lYHxgLGCwYn6ifSDdv3pIxRzwhYBFfTkMN1NbeJre0u4sRjgGtSBwPg+jy5Yth69bN4eCh/foqWAfBy7t7FPB9sH9AEAtoQtmhAzEYOwayQExrBFnECzG08afTMbwJhg4kIe4WBjT5qVOndS7ADowGFFgoQYhxhUqMANW4mxHfqKW5NXR2dAmUYBTbTRHjF6UNx8RoFnCbiV/ca73dFDZtel2Bdw1gCGx+82az1Du4kpw5c05xfYAgGEEcC7UKRimGN+OM2xQGHu1TDmRCYUFsFlyAunt7pKTAmCc4MfAKdQOunAScRq2Fyx3LGNW0QyBmVB9AG0AKcWK4hvv27w/Pv/RCOHnmrFy7iHWEO9cnn31OBt7NWzd1PcZxy0SBMR2DNhPDZ3pmQqqAXbt2SjGBCgmjFVBAYpwZJ4zXCBWAPq8qvhhKIqAG7mSHjxyVGgclEXUNqVBaodzADYvrzrwjAR0AiChmmGNAJxRUuCMSRwhwBRDAlYhYP4A9YloBC1C54ApJfBz2Ie4N9dnGuAIWBK7aolIO4EgcJsAVfcY1jq8NHjx4oDhXlB8krjkwi3Pga2YcG3BFfDJfB84DGPHiSy/pHjG8AFwRzwkXO9wGORaAj5y4bAR5BwgTU6sAJ4Ns79fYcEyuM1CPcec4gBQrrmKcqji2zF8MfxRtqKIwqjlHlIF86Q8DHiDBVwVRWUUXw+hq6OuDCxvAgzY4Z47HNmIW4R7JVxmjS+Co4A/3GeAKFRPzjr5ynekr7rEoDVlmnIAzzHdiuqEc4row17nOzGNcZoEigBLaMTji3AGoKEF9DLYDx3DR4t7lGPST60VdVGOKYZTAGMcACj33/PPqq+OjAbb52iAwC9A6ODwa+5pUXcB7xpux4lkKgABcDY2OCCLRZwKiMy85F3In4BIubhO0AahO8efIAaS4ZKLqYu4DuUbGx8Lps2fCL//Kx8LxEyeqlJXcr4Ar3JUBcSiucAnkXkBZyfMCVRnqTGAPfwigfeKkofYBXE1NjBbgimcqSlbGk+vEmDHuPIMN9IGCzCfmAeXc84BIK98oA1wBfpg3KK6u37gZJqdmFXAf18yx8ehWyVf/cPM+1tgotRVKK6CV3Abn59UOcw6gzTOSNp3m5qPbIOPKlxu5/4glBswCXs0tLoSm1tu6Jy9dviQ1MICJWFS4BPMxBFRUC4sLAn7bdzZo/nEdcOkj8XwkaDsxEuNXDhdD/8CIviq678AB/ZHBiivuX8A3SitUtlZfATwdQ5I/AvX19YbNm1+XenV+flb3HSor4tb19feGocF+jQXv60JllZb9PgdWobgyuKLeB6648u+R7//jT8Jv/O5XBCdwp8L4R80CZNp5el4QC9iE+oUvEGIgE9ydrxMCvjB4iUMEIAIEAZsADRjnGMDAKxRLGMS0feLmpxRomy/2/fvnWwWvCNxOzCtc9VBfATFyVzLadMoVVwJYObjycqa2yuGVFVcorTgOsZcIHo8LIEoroBVKkz/8/NelGCMOEOoTB7p2XgUJPv15AQ6DjhxOGEQwFi6nXi0gZViSbzdIEVQpQSqXWTnFOgDGkMrQyrmhjd0EgTkkuwcCeAx8yIFUUlwlF0FBobR8uunTAoeMn78eqLhWKSg7QJLricIKKEhO4poaWnE9fW1yaIXaj7mGQs8xrVBa4R5opRXup4AzK61QgAHX6C9955zsGsg5+tyXgaqkWPP1YOxrXUeDJl9Dr+d5Dq183fM8nwPez9u9nud5ewWoyr5OmIMtAyzDLeAVczWHVCxzD5KY0+SGVQAsr5Oz7xc+EHD1MDx4UG/Mpyep66fb07wYgYcPwoOHxdrThRoj8PDBw1DPEFXV+7DG9cM6bo1xe1r00R6Bqvn6PnX1zTcyt4IMXvGjF4iE6x4GAj+ST505qb/88tff48eP6q++uAoeO4ZrzBEZHkAIjBEACeBo//6D4djxUwI/bR2dUuyglMCFbWRoONy/G4+DsoskgLW0oB/oFy+eD7t27wy7d+0MJ44dD+fPngvXrlwVrMJ18E57Rzhz6nQ4dPCQDEwMqPHxCcVyQe3B8QkaTJ8wsjgP3K74ShSxjo4cOSpXq+PHT8klBbCCISJwhZJqaCScPnM+bG/Ypa/S4QZEOnb0RGhtjqonDDJcsjDEcEVC0YEhCZzB0MCo6rzTHk6fOqEvTh0+ckQB7QEZjBPQ4/z5S3IZQVXEeBHkmVg5fJULo5e2gE+Aq9179ggIEDCd/Xt6e8PeA/vlcmT3IkAMRinwhXgtuNhg/BPfhzZIGL3AAXIUGAAbgpoDA67fuKFtAIKNmzeF1zZtCgcPHtFX/zDOcVlD4bVz565w8/qNME2MmincD8djPjkepqbHZKQ3NzeFxsajYfdujr8/zYn9mi/MEQxl+oFLHW5pKA9Onz4ntc/efQeljiNgOUDGcAoAwjij8uAac93YBogANAhEbNigLxfe6e4KPX19Msox2IEbxADCSN+ybau+OoYxC5RApUZ8oa3bt4X9hw6GU2dOy13r+MmTyoEkXd09AowAGIKrM4f4Ch4Q6datlrB123YZzhjyKA65boAUlInAE6DI+YsX9GU3gMWxkycUpJ++Y9RzXs+vWSOgBtQCnPUNDOgeQv0HyANwogTBqAckMW7E4WnYtUcxsogVRqBolE8cj/Hl3mBecp8y9yZRAI2PCl4BsMaIbTRBXKl2zQ8AD+dFOnfugtRWwFW+zNbd3VVAmIqKKLre0TaqRb5SaXAMfAUgXb16TXASxdXt2+2CYqjD+PIawdlxh2xuaRHoYjy4zg0NOzV/Aa2cAx9EOHvhvMAV0LGppUWAEWDTdLtF15TjoqxELQXIpC3gGdeB6wK45TyBG4wHsARwBajhGNQlPhuBwombB/BBlUTQ7n0H94fnVq8ODQ27BQpxF+QcgG4AcdwEiYdE+/SZc+D4BleOczWO0m1qUm1y7zXs3ql52dJ2W18m5d7jq3+ovcaBVqPR3deudaiLmC+AIfoImG5taxWcJcYT4Gr/gf16djD23B/nL5yXEov7vae/V88InhPcEwRz594HPBFLCyiOyycuvIzRIC5pqK0SnOa5ZsUVdXneoqwCKPO8Yq5zL3pseQYzDxnbE8dP6N4FVOEmx/l1d/fo+cmzCngzNT0rFaFg5uCQABttEEeQ2Il5fKuouELJNK9rCNBmDtIHxn5sdFRusKO4nc9MC+yte3V9uHztqsaAMpRqR0+e0Pzp7euTcph4VCdOnJYiFnAlZVWKmdWwZ3c4kL5uC7QCMnE/8vXPa9duhqUF3p1LAlfMiwOHDoWpaZTKC2FyckbAGSBGjDtUv3xMgecJH/Gw2opYktevXxO4unOnXXGtFhbmlC8uLShIOzGupK4itlUWy4pl0q9+6o3iy4LEvhLE+jDBFb9jvv3df5AxCwDwl9eIZQQc4OttAAS+GIcSC5iFAgt4Qwyoz33p24JcwCDAFRAKoEFMKyACRjKqJeAVy8CFc7cfhB0n56TYQfnkoO2/9PFmKbEAWLQH3EChk6t0DD6sxLJbYDk3FHHOdpZxQ0PdRR+3HZ+VIgy3QBLG+h987usqIx4Q4M2wCgWLl624krolA1eGToYfgAgABLmhh+sAS8pgSuvJVS3fbkWQwUstWOV92WY1VTmGVb4O3HHimhtS4WIHpAIEWWHleFG4hKLCA1KhqCqrrFhHwcb4AqpQ1hlacQ0LlVxyEfT1QGnHtWbOML/2nFsM/nqgoZUDsTMncT0FWt0Z/V0FYqd/nAPzDQCXQyurrfLYVh5Pwz/GzvCKnGuVQyVDJF9HAyZfW9c1YCqXe937077byMs8R/Lju23X9zp5fjwvG14xd4FQ5CSDK+5BJ8MqgyvW2WZw9aMfv89fFXzYHp5ZtSo80/54XKCv8a16JtRR9X0yzX6+m2X86hnnn++zXN77+s/7YWh/piE8WN5EqaS6Xv3tl5p5l6sf1nEf1+2Par8e1+9f3O3V8/X9Ok//pdYKqzwHXJGASUAYXIJwG2xvux26uwmWPKyv6mGodHbeCYOD/foL/NLSouI6EYOjtZW63fprOD/u+ZIfcVtGRofD4iJBaJf0l+B7dxd0LMErvi64MCcI0t/fE9rbWsOd9vbQ19sTCADNX/lJw0ODYXAAhcawDG+CrBM8HjUIX8MbGhwKA339YWR4RC4txCGRq8rG1xWDpq2tPbS2toW+vn6pGth3fo6/4gOcpgWGMLYwfltamhVgHWO4B2gE4Jqd0XGJQ9Lfj6qmO3R2dSpHCQUow8AbHhoIPd2Ud+kcegFLY6iUpgJ9xrDCKMNoIVB6R3tHGOgfkEGHyw7n097epjHmGCTUG+w/PDIU2tpbQ2fXndDd06WcMr70h7KDv8zfudMRWm+3hJs3rit1tLdpHDGmuzrv6Bq13G4OpNa226Gnr0dKrqGRoXCz+VY4c/6slCaAHUAKiiEUcc1Nt8Lw4EA8jym+LIhaI8Er1BlT45ojKH/aWm+Hq1evhAvngS5nwu2W5jA6Mqx+ck1HhodDZ2eX4AbQhXTy1Olwq6k5DA5heEdXKQxRriHuhZcuXgxXr1wJXZ1dYSKBKwx4jOczZ87KUL/TdUcxiji302dPS3kFnAJcAQdQlxEDCxc+IAHX78zZM4pzgzF+8tSJcO48XyGkHwOaB6jH2NbYeCQcP34i3LxxKwwP8QXGISkMY2DuhrB16zYBO8AdcBP3U87xxMkTYf+BfWHf/r2h8eiR0NbWKpegWzdvhEOHDobde3aHvfv2hbPnzgoC0K+mltth3/4DYev27WFHw85w5HBjaAX+DAyH5qbbUm7gqrhly3bFWgKAAQ4ABcxh7kEUkICBrq5uxbsiPhXQimvGNWAMBwcGwvlz56RMamw8LoCKqyDKLmAW5869DrACwhhcsYwS6/LlS2H37l1hy5bNUjDeREk0PBQ6OtrDiRPHw86GBsXP4toBFvhAAWAEldz2HdvDhQvn4309OBAuXboY9u7dHfbt26ty5jH34fETx8LOXQ2hYecOtdnDc2FiTHCd67Vnz+5w6NCBcPRoowx/gxtAEufAOAAVAVycD9AZCEoZ9zdjRt/YjnIP6AsUBgKjFkWts2nLltB47Ji+XCng13FHAdm3bd8R9uzZq2MfbTyi4/M1xEJpxZcdNW7EgYtfCyUu07bt26RY4piNRxvDkcYj4cbN67pOupcnuJ8mi/uaMp4h3EuvvfZqeP31jaFhZ4PURMxt1JMEID988JCeJ81NTWH3rl36UiH1Ll7iQwijmu/79+8La9etDVu3EavwSpiamgh3OtrD3j27w/p1BJ3fHM6cORX4cuT8LC7XlS+IRqVljF0FGAca7QKU790TDh0+HLZt366PUgCSgHnA9judd/QHCeIYHjx8MBw/cVzXbOfOBs2TGHNwVgpdoM/RY8fDxUuXBHW5djx//YcIcsDVHM/t+XmBKlRXqLqY68BaErCMLzRSD2Ud6jDGAXUVceaIKbdtx7Zw9doVvUN4F/T29ula4sYMsEXt55iCAH3mK+OE+yDu8xcvXAyvvLw2HDt6PAz09oX5uYXQ1zcoNd6mTZsV8w6gSvw5ng0nT/K1yUkpuVACb968RRCSgOxdXZ0KzI67PGNP+/7Djv7Iw3vZf+xZiu9OvcsTvDK4Ihg7aivgFtDKqqsPTXHFD5l//defhS999buKAYSrHxAD4x4AwjKQAHCAWgp3QCAWcAEABTxAifWJrQOCVsAn4NX/8R+uSl2DWxeGMEYxAAsVEzAB9cyu0wv64iBQA+UO+/3fH29SDCzgFSAMuAHUAFjlOeqdXH1VBa5SvCuUPIAq2vAy7QJd6D9B5IFvQCtco/7bH8cvItJP+mvXQKAVoI4caGV3LMMCQwWAA2DK4KoWoPD2HJQUAAuYVQZXJSWV4ZXhi0GVYRVj+7hkFzrDHsMqgBXAktxfEgQGUUaAfa7B//WfrlVUVv5yYAJWQCvGF7fAWkorgyuuCdeLawK04voDxIBWzC9AKYq/082f1ty62vmfpQK81ff/yZ2VeFb0z3CN/pMAcVwbrhHXzoojwEyRCEyeApL7+lIfEOTrZ2jIteLaGhZxvfPlQulUUkK5jnPPD3KOUZ4XeXl5m+s7d5vkebusu3/MVQOrHFIZTLmMnDKS6zMmzHMUiB8IuGporwMYPAgNz7SH9ob3G1w9DO0N7XWpbt4vA/D9avffKlCo/7zrNfCr69Xf/nt7ZT+s4z7uLD6q/Xpcv39xt1fP1/frPA2u9MOWGBg1XA6AV5QbZOmH89JCURY/yz0f7t+P+0fYRQwr3P/m9IObsrtyBQRWLcYf4fzwTjG2aFN1+EvyQtwH8OMf6xgntMc2pQTTAFyLHCMdi33Yzl+8cUPEZWNxbl7B3HEbQQGBkYdLFu4sJILuLszTbvy0+vzcdFiYmwkL84AsIJnVBXE5usgQKD4GCOaYGHQqJ5+j3fjVq3xft2fDL26bkCHI8tTkmGJGzU7PBCdcdGhrdhaQRkyqydSfCIrYj7KoeIquejImE0iifGaKcgKox5hGM0k1wTaSXJcATulYUzOTYXJ6QgHWxydxKRoNo+MjysenCCwdje9p4FQCVT4nt8k620jAEcox2IElLnd/2I4CyG5QGOQx+Ddxq6pjc6HukIskroGjyYWKL67hRpWUIoAauU4pyHyEBoA+AEp3b6/cy3DDQ2WlumMAtrjM+vDQcOjBLbWnR8GPR4YHiy/CDQ8Tm2lQkLZ/AFedgTAyOKy+jBNgfXhE6ivcT3Gxw90TtyDcgYhLRQ7QjYljdMndh7FB1dLb0xV6e3sErADCQBTAGv0lRhcxllAl9XT2huHBkTA6NBqGBoZDX2+/gsaj0mu61SwQihoQ0Me5oW7DzRSAQDnQ0oHVPf5yRxsbD7jitt1uk+IPl1X6398/EDo7O0JvLyoWYFh0D8zB1cjIoD6sgBtxe3urEvUB3L193QHVSAeQ9U67QK7Ot7dL9dintbUldHfdCcTsAfZ2drQFyjs6gLYdGvO+3u7Q1dmhNgDorbebBWfttgggvnXrRrhxA3fYZrmrck0ZAwCWATGqK54FKIwAGSgPAVso1BgzEuMPyLpy9arUTygZcS9DCYVrHyosQC6qJeYb9VEY4m6JErWtrUVzZXxitLgPmPvcf8x39iHRL45Dn25cv6F+ABoZA10b7iG5FwKvfL9GRePgYF+4ceNqOHv2dLhy9YoC/+PSyjwB7rbcag5DA4Oh605nAF413WrSedM+9xtuZ4wTY89Y9/Z06l7t7+sJTbduhNstTaGl+VYgRh/3sJ436bkR7/n4RVaUYLSJigq4h0slY4XrMeo1+tLf1yc10cTUROjobA/nL54NhxsPhRMnjwmE9/Z2p2cdcQfnQk9PX7h8OSp6gVG03d1DnRjXiue81FYCVwRIByDFmIP8ESDC5cZAzKrLFy/pPp3ngxyTUa0LtKRd0onjx0NLS5PGmT/SMN60AfSKislzcuPkWnNuwEHiPrY039Q7bmR4IFy6eCEcazwqRVhLU7PeObjEoqRCXYU68wgB+I8c0XgwL2P8xejSyBwA0gJrDx7cFw4fPhiuXb2s+5R3372lhSL+JO/r4n1siMV7mthWNdRXfr/rHXt38cNzFeSHzNtvh/Dd7/1AiiMAADGDAFa4WAFISMAQQAHwAGBF7CGCuQMbUC7h+gd0AmxYiQO8ImA3sYowqjGUDQ2AA7SFsgZo8Ykt/XIdBH7QDq5mKHfywO12NwOAALFyd0JDLCCVIRbLTsAS2qQ/h6/cV9B1K60w0g2tCCxPHw01DKuAAUARq6wMCXJ4AFwwmMqXc5DFssFIDq9cVoZYdgE0sAJQ5csoiQyqADdeLuc5rCqAld0Bp/+b4BSAimtMAliRo3ji2gAWUcZxbVgmdzB2gCMJ9RzxrPh6oJVW+TXzdQFYOcYY9V87FGOp5TGtUPqh7ANa3ej5LwG1l78cCLRCZWUlmJVWANLf+cOH4ff++1+F//rZmFh2chkB97ne5JSxnf34oIChJW0JTH3684ViztdckIj4UwAr5xnUMlwybPKcyOdBPm9oZyV4Vd6Xem6/3IbbAcQBopjD3HMs57DKZYZV5Jyv92F/vqb5wYCrB+Hhg4ZHqoEwhhseYIC93+DqQWhYVY/q5v0y/96/dp8ChceNbb0GfnW9D2tcP6zjPm4Un27/qI1A9Xx9v3rHj1zDKpb5gUvuz2brL7bpRzL1XD//0cxfcZ3KdfyD2bBLMAvolf76q78AZ1DM8Mogi3X28br2B1IlVwnyAlbxtcP5CJ8UvJ1gunPzglc2ajBOUVdgjAAFMN4AWqisFtO+GENuU3/NT3/Vt5HkY3hb5a/+/OU/QitAE+XlFGEVaq3KNtqRETg1KWBFEHpcIYFXqKpm54BWEWB5P+oLEk3j1jMWtwtuGWxFVQSGcm5wRsM5bqOcdjCO3QZlGMekiWQw21imjrfp2JnCyuel/WWcV1QZFVBVAV3uF8cmSDhqH64FCSPYgIp1L9tNyuvAqmkC5k9MCvipbgJdLBOAHKCBEUrfowoN8AUwYFsEXMCDAoYRK4iYQimQPRDNyiLntAe4AchoOwH1ceeSW1d0mbNCjHZoj8RxYtsxzpH7lgMkABaBsKkLPMFVlH1Q7aCQUY6CR8cbD2OjY2FMX+1jG/DN9b0+JjACPABcAWgUN22cMedYMU1yTL5mSUy1sQgF43Fj31k2rKLfHotyzjiT8nKWte/ocAEvgVOcd15P+ylQ/Ii2jfG1Q41xHGvqkpgzHjPyvF++LuxHin2JYDKOZxxbxoox9jXhOsZrTf9juecAdVl2imNRuaauF/OoDOTY4+MRmnLP+L5g3nOvEP8OpRb7xLkarxv9cXuCVeke5Dy8zrPA92Q+fsxnFDzsTx8BucQB5D4h6UMKU/HrotThforPFeLTJUCePibBM4l+knjm+P6OsCo+Y+KzKIJ/gBFqKtolsYxrHMs+Nl+E1bNNStP43IrjNCpgVXl20ibwKrYZ5/VYfE7PEyA9/nGDd4H/kOE4UzznSRw/zl++BsmYz+gPGMX7YG5O4w405D2Amo0/ggCt+EMIffFziH6Q9J5IbU/pK7fxOc67ibHg67E8t50WFxYF3/i4BF//xJ2YY9Ev2rKLIUpk4lrhIohqEZhtUEs/9IeY9A7k/er39f30ByX+EGQlldVVvKfz97lcBu/djX9surf04YIrfszw1cC//tt/VIByQBWgAHgFAAGmYCxjRANOgFtAhCt3fkNfewNeEZsIOER8IxRNAChgxv/5H69KfUXAbYCJ4NVv/5nUMBjaQDLHveJLcrgIAkTYl68P8lU60jMvtkvxAwgBWgFByLXsoOxJaWVAQm6lFRAMoHb8xqcUw+rP/+pvpbbiy4G//ydfk3vgb/zeV9QvG/IY8xjxBlaCVulLgoyHwUEOKABQOWzIlw2qquBU7jKYL2dKK8Mrq6pylz+uj13+gFNezsspM6xyjqqKBPwBUFnBZIUVwGr1jiFdA64HoIqEoo5xFLT62C3BLNYZZwBXHojd1wqlFmDRUJFrjNKK+sRPY/6gsmq8+oauz5mWz0jhZ2jleFao+6wIY27SV86H8+Y6/e4f/mX4rd//qoLqo6YDRuWJ7Up/9JeCVYCrPAGzDLQopw0+LgDIBGBynbmG5MxdQ8xaIMkgKr/+LLOv5433M3DyPq5Dnu/PuvfJ5x/LVn+xTF8NXpnDJNaZ13mizCmv94GCq2dQOD3CuMKdsKjzFFy9U8PzKeh43Mg9Yg5W7Vpd78Ma1w/ruFVD8XTl52AEqufr+9VhgyVyL/ODlx+6/vHrnO2AJMMp1v2jmR/Mjp/xqQyGuU32Y5kEbCqDK4Mt2mbZsMrAyrlAVnIl5NgCWEmhZUNGOUqrLGF4oIjAgN+6bavcf/iLOy5BGBDzc6iuKsAKOOX2MBxYxzjxMoadARa5IJa+boXBFRVSZXiF8YcBi/Fno9AGYlGW1FZzM3PRyEPtldJ0pvyKhlJUYGF0kjhebmjmcMnwCKPfffD2GRlcE2F2is/dTwU+e+/6rlNetwHLdvrCcanjtn0+5Hm523EZ9WNZNOANp2zAG1xR7kQZCWA1NZ4Z5xlciPsBw6LBb8MfldgkX3UDKshlq/KlRYx+H9cGeIQY0SXO4CDCEMAH4GUsgYHJMMnXEAVDImAxUCE3YGBfp7xsMoNIEaBkIIM2xwiGPix3rbHRoQDUie59ETzRFhDAx+Q8nFCOoSph7qMwiudWCc4ugISroJVruGWOAssI3p/UVQka1TqX/DxYzpP7o1x9jlAqHjOOC/XdrsvjtYkAzG1o3NI4UY86jNtYdkyPLfvw1UPWCagv2JSNCetxfAAtLDN2gK74xT/Ao+uQG/6QGxqSaw5q3kRgw34RHsW+07Yhk+8l7gnFGEv7eT57zgG0aEfAK4NUzD+1lcAy9zxl6r/g71jV/WCga3hFLCmfF8eKYCh+VIF2dbzs+cR97fvczyvK/OyL9/10mE5QZ2aWr7RGcMMxpycjfJ+bng1z0zP6Cuz8THTD9jND7fL8SMnPToCNQVZ0A1wQkDKg8vvCz2jcwGNQ80XVM8AioPo8wdMJrJ7+iIEaly/+LSwuhsWlmNNuVA7HnGUfi7ZYtop3aWEpkO4uoRyOf1SJ/Zgv6qD2vX/3fujq6lWMrAsXLskl8O5d3n9LgZz+kruMdd5nQCi/2zhPwyq/e/0uLPIMXBHHyu/Z/L3tP0CxjfY/VFdB/5j5hx+8JYCFEgmDmVhCwA2UV8ATymxcA0rfZBkAACAASURBVLcABgAPgmUDnzYfnRZIAmoArIgjBcQiR30FsMBFEIMf9ySAAAYzEIIvxuE6uOHAhNQ6QCvgFbAEpRTp/3m+TfAD17JlroIJXtmlsIBX6zql3AKuoOL571/4RuEeCLRCcUMAeVwYcS3DsKdPBlYAAcMCq2u87rEwkCIHSjk3oCqvu5wxZFydWK+V7A5YVlHVWgdSGWAZ6jgH9MitLsEqoJXg1XSMEYWbKPAIoCR12sduCVQBq0hcC1RXjKVdQnENBFARoB9ohYsgiitfI4NFQysprV5sFxRDqYdqD2gFUASWcY385UDmVXP/b8o90NCK/jNffI6cL2o4AFMBrTJABXzKU67GyqGVl63AYt0gyzALRRZzhPkLRAI4MRcMmgykcuCUzw2Dq7w++3s/AyzvX2tfzznqOFHGvkqf+bzmr0EUEIvEuiGVc9dh3cvkjCex6z4QxZWgVAgB1VXD8ghDDxpQW/GEwgCrBa5w73smrCJW1jPPKKHOWvbv4YNUjzqrwqpVz4SG9kpgeI4Ty1eFVW7nMQG1HjQ0KOaWFGPax+3WOL469DDE46RjPROVZMv6yrnWcU5PcvzaoKPe/izvoa5HHX182N6g61cZI64VY7/SGFUfq9i/vSFe31VcH6visv5z/Wu4eWr/ZcfK9tN1awjtDx7UcFl9fL33flw5//y4nlOVuaoay2KWpX3SfaD7oaF6H43sY+6Duuuo4vL/yuNdXD/u73RfrXz9H3/eTzzv3uG8iWdW6k+t+7We8Vw+TJVr/Jjr9c7Hj2fMSvO6ZofeVSE/ZHMQlf/oNWzyD2CrsKjjsgJYodZKSq28Hm3TDvXdtn5wp78c68d4iqWV/0hn2X9p5sc8P+RJBdhKZUsJXtGO92f5Hn/F1l/mMTgWwgyBzLt75IZzu+W24ofcbmkJxKci1pZcDpMbYhlIGVaRkzDcbLxR19sFqpLBJcMrGX429rwfxhrLLrdRKNgzPR3mUYClxDYZjwZY+gR9xaA01LLBR/3cKGRfwyQbzuQ+puoD2qYmwzz7JtCUb6e+gVPehtv28dT/pNJQn1Fx2I2xBLW8Xe2lbcTzIuYX6ocpwSmM6RjXh20scx3jdlwgAYEk4FWsZ9dC6lBucCXopHhOKHaIL4b6K6qwMOKjGmuygDrAI6CVYIGVZyk3mHGbfFVxEgUL7RD0PCmOXI+cfpCzzQo38qL9VO5tUYEGBAE2AKcANRFcxeWoPFIbE7FdwxyADkBNKqLRkTDQ36c4ZsQao4y+lo+LykvHRPmmeGKxvwZJ5O6bz0PgqFCz1T5v6pI4XnHuSTWl/QVcRiOIy+BdPK/KmLkd7+Pt7hNtx/OO4+JrEI8bY3h5TkWlnZVVjBPqKL60OBImJ32t0vil2F9cWyeN3zjQCjURsBZoy9xhvqS5lAAl/TMQ0nLhPhtjVrGf53icu7EN7gMpeBKc0j2YoFIBmdK9pWspIBv7pPuCdvXRhNg3FF6+h3RvTPNcSW7GpWeEnyE8o/wc8POqaltSaamvAG/FHpzRfTkHzGJ9ejrM8UyT4mkuLCiOYPoSYHqO8tykfSmeEvzn+WmYhQoKMOUkiJQUSAAjQaNFgBNwK7p9E3fK9QFfC/Oos/gACNCKdwvP/HntswTAWqz8sUR/DFmcVzwsyvUeWcSVfUnvlbsAJrUVPyii941iNAKz7oZ7S3cFsGamZ8KVK1fDunXrw8GDh+SmCtgjriOJWJBe9vr9e3cLF0Da5dz83nROud6rSenMH4HyPwRZdeU/JFHX72mg1UcGXP3rz94OP3nrn8PPfvZ2+Iv/+beKeQW8QuUCKBDAeuOPCyMZoxvjGoACBEEZwxcFUV8BNP7df7wm10GrsIBXgCwUNgAa1FeAAIxl2gZUAE42NU4LbKDKoX5FfYX7YFRfoeCxqyBwxKoeAat1nVoHlgBg2P/krV8NgKqHX/9fimn12S98U+qbHFrRHxvwGO+GAYYL5F42bDBkAEqsBKgMqqry+5+Vy99KoMqwyiqrXEFlYGXlVe4uyHUCVJGsSMqXgT5O1OW6Me67zywIQFlZhUKNsSMHIto9MHcZZKyf2z6oRCD2XG1lcMV1QY1l90DyF3eNKE4a0CoPwo4LKio+vmqJGynQyl8ORBUGtOJcgFUeDwDjb//Bw2XQCkAFfLJ7YJ4bUqG0czKc8j7e37nL/+BzX1ObzJWV5oPnRA6eWGaOOBk6PS7P28jBV77MXKQvzFegmucwucEVOWNliJXXKdejjQ8cXNUCU4XaCpuqFrgi9lUJ/mBIYiBXwYpYr70KaD0MD4Aq5XpP4CoIhGpXGzkgSMbuMgi3cl+rq65cr/qcYH31H385YFn5ONX9qWXPrrxvuY8cl6/VACUrqIpruSoByVrtV8rU79L1jBCsXeefQ0rqrip1vq7zTqBoVdW1r3GONerV1X6ak6WuVU6yaqnWcYPcafO5Wj4uc3nZ/AYsVh00tr2sXtV9UE+dqg5XrZT7xXp917+e865Rp+b9HoL68S7mTQgrH6sypO98rOq7XvE83vn4xWdR9byuulzv2Qo/hvlhC1gycHK+UjnbnfhxDFDyF4tY1199+Sph+kGtH85JbeXjUaaUfoSzzA9ybxfcSkALQwJA5b9Ca52yLLk+OYl4Vfzoj8tzYWEuxr3S157m+At8JaaV4ZMMIMfQSiorb5NhZTfELHc5uZcNpLyeG3uUsT2v4/UIfiYLqOVy58CjWCe58FiJZTefpFrIj8G+3qece9vMTHR5oZ8GU+4zeZ5ow3W8nOe06fqUkwy93H/XdzuxPMbioizuBwSK6rBYFuN0Ea8r7h/VXd6m4yTVSDTkK+5Z1KmGBjEgufqlfSKgYr8IOqICCPjBvnn/aQdAMmHFj+BTak/woKLwEkwxwEjghrLoGpmDpwizaNsJqEYSjMmPldUp+lLuD7Ao7aO+FkAoqp0oQ6nkY6mdzL3P/S634fqGWF73+OhYJWhHHba7HyzreKlP+b6Uu23XA1hZccWy2/Gx3Ucfw+X5uvdh3H1s2vR5krucXHMp9bM8TlGxB4yK5+H+x3lTcaXlWN4W52hyyc3OO8a6isemXc9lcu+je4H1zP3W26vqCGhHyO3yPPey703f+7pfBcniMalHHcrpf75OmZ9p3j+2F+9ztx33qbhDz85WniH5s4lnK+tuU8/apHSlzP2YJ9ag4FXMpYwqgSsrn/zHBdz9AGF2/6MPtKn3gyBTfE/4fcGzn/eP18kpczkfD4nbcFOvuK6zTw6S7t67F1VcCwtS8xIji6D/x44dVdwzVHK8x4BHnAfL8b02r7K8Pd6Fbtvv0AJQpXfrG+lLgZSTDKhUL5VxLB/zIwWu+BXzL//yr4GYV2/99J/DN7/zfUECwAbgANABMAC2YDjnYAcD3G6E1EdFg/IGaGX1Fe6Ddh0EePAVQxvaKLBQNOGCSFBu4NZLu0el3EHhA8BCyQVMAYoR+wr3QeCJVVbOKUPdBeTimMC0P/rTbwhaffmr39UysAPXQL4e6ODUVp7kaisrrgyq8tyAwhCBnJQDrBw8FOXJDRA4xViiuDLAMrAC5BlMsUwysFopt9oKuGM45dzAh/bZH3XV6aZP60t+jJWBFePKuBla5cCKa8k1IGg+yqo1DcMKys8y0CqPbQW4ktoquWv6Wq3dF78cuO/8kqAV14Z+oLgDWhHPyl8OxI2UfgLXgHDMP48J52BoxbVEDYUbIKAJhRWgyoopg6o8Z5uhFbnBlZdz0GXFluswbwCbhpjMA88LzwnnnhOeI+Vy5oTnjOdKvo/L2K+8b96m4ZXvJ4OpHFw9DloZYHFuxH378U8+gK8KWnHFw6ekuhKYKWjHcnD1oGEl+FGq+6ChZMCvZK89WYwrjr8q73/R7HIwQ90y1FF1fVnRCiKGoM5z0nDVf/wyUKi3P8UpZQtP0keOW3OM6rwmtfeP41sNZejg8utX93kLjFZfh5rXq1Sv7vZL1zkbzqrFFa9LVa0EZqqga6mCVkvjUc+Y11On1qFSWXk8al+/eK/n16+e8373867+ebNif/Lr+C7Havkwlq4XuL7O+2fF/pbm6/JjvjclVkLxw5hl/1A2mKLMUIsyXAidWBdwAkIlFwRywFXxYzmDUfmx2E/7lsBVXuYf7jIgckh1l7+Q89dyXDiicYJRQd+pa+MDI4ZlKaLmohtH4T7IX9sT3MKgsWqK+rRhA8jGlQGW67FeK3k7bWLceX/WnVxObuOMel52vTx3Xcpcj7xQWiVo5Xps0/YimHvFuMQYzrd7XUZygk3e14ZrXj/fxnb2I8/r5m26Dvu5no16cu+fG8rU83q+7Lp5OyyrbfqR0mQN4GSoUeQJJqFgMewygBDMSOqYvB8ci/0pczv5dpUXACy6BbpNgZcEvrwvOWAFAMO+bjdfNnjxPqx7P29zvlKdvL7b9j7KgTdpPHJ1U14nbzsvd5/ZXpxjdp7UNWDyfm7LfXH/qOe6bq8AV6mP+b60x3reh3Kbbtv1uLbFOSZoZdDk60u7bifP82OzXMzDNIdo2wortjFfSeX+eRs55+u2qOdt+VxnOb9/qON6vh9dh9yJbU7entfPnxdujzLqEocs34dynj/k5ZSX+3iu72cg5XkZyzwv2dfPUp69LOfPUbYDrvysJ8+f8dQl+VmvNtJ7gXcEz8iB/l5dA+r4PUGeJ7eZl3nZ7yKv53nlXcZ78H50PZ+fL2KX2f0YtZVhFe9HvzMjuIqqYoGl0juRY9E3jlP8USjtTxtSWCVXfa+TP2r5I+EqmP+E+eGPf6qvDX7hK38tIIUCBrdAAALQAEiFggjjGYCFsYvRjHFNOcAE5QzqKVQ7glf/6ZrcBu06iKKKeEYY3RjNgCNgBJAFiHHg4l25HxJrCRcz3NRQTwFTgCsGWLTDdgAMcbZwKbQyCBdGYMRXv/a9ALT6w89/XQqdX/ud+HU5lDMGVvSB45M4H59Trqzh/OivIYLBA+tOjInVVd5O7rIcVOVugrWgFaDGEGslYOVygyuuES6AJK6DgSMAiLhRDafm9eU/rgvACkXVv3++VeMGsHLydsAhiXEFUBGLjGD8ACu+JlmObQW0sgIOhRXQCnfC9QfG5Q7KFwpR1nFt/OVAvj5plRUqP74caJWVFVaed8w9rpFjVgGuSAZWQCcgFdcdhRR5PcmgK4dWgDDW2Z9j4Erqa8+8YJlr62vvbTl8ypfz7exXb3L7eVssu9w5oLUMq1hnvB4FrgytXPdDAVeyZ5M7YAliLVNcVamx8idXWs6NymRsPtbOrwE+arRcFK1sSJcMc/W1ITx4+DA8XJZQiCVY9STnpEOsBLlKx08GcAFi6u1PcabZwhP2sQwyKi2hVnn8FxxX2r/22JeAZa3zrlJVVXoT51cCV5xjPfVqtY8b47JrzHXPrnN+2Hz5kcfNK9YLrhiPCowLqf1H3gf11KnuStVa+XqV1yuVs+tfz3lT51HzJb/fy9elctAVwHBp3uhYdVzHdzlWWbfSYul6PeI8oiIs3T+PHL/lbS4/7rsv0Y/u+0tV7gj+IW5olecGWvyQJ/mHND+SWebLgv6rr36cZ4Cq2KcUA4tyjmljwMfPy/If9yitvG7VlY2OPDfEol1cO+IXBol1wnKMW5VDKhtAzr3NhpTLneflLGOIucyGHOvlZRliCWSxDwady/J1L+cGX24U2qjM4RXLPp63sw/LuWHqtsldz7mP5/2cY1R7PxvOlOVtu25elrfrPijPjG/WbbS7DvsV7WQQIC93XeJyqW4CV4IHLCe1D20bXLDsZEBlaENuVywBrUw54/7l8MLt5P3XfiV4lR/H+7g/5AYlXnZOuZPLynCHctqkHsuuV2udMtc1MKG+2kxufYZPeTtui319jHzZdb2vwRDlVjp5v3JO226fnL4UZZPRVVLwqlTP7dAPp7ysvFycb2rTAEuwKY1bvo/bpC++vi5jvUgpDpWvseBptt37OHdbntvlcrebb/cyeZ6436ifl+XLbHdyvfwe5X52Yj8/h1imX97mNsgpy59rlHk/P3uo42Vvc1vkPEP9rPQy64JO2R8F2Aa0wnXQ8Ep/tNCXYyOwYj+SnvPZHx0MiYaGBhTwnLZcxyDI7wvK82X6QcrLqEPifZXXd717BD+//4ZiWBGvKsaswiUwpugOGJXCAlQJPvEuI+XvS959Pg5B2ItjJ0CV759DKkOsWttdj20fKXD19ttvhx/88K3wgx/9VAHbgVcY2ChhAAqAJcMSAywMZ4xmYA8gC6MeFRHuXbjpAS744qDVV7gR4jqIimf7iTkpaTCeAQOAJI5HXCPA1t5zS2Hj4Sm5DwKmgFIALEAWy1ZhkbOOOgvlEPGSAFUAKyutUOagmEFlZWBVBlUAOJLO5TPxi2+GFDk4MHRwmdcFqJKKqoBVgKtMWWVg5ZyxYixJVhWtBK0AOXkCTHFNAFbAKcacZepQznXDJQ/YBOxjjBz4nnXGDUgFDHQCaAGryFFYEcPq1YMT+gLg2r1jcgcFYAGurLjiGpMc1wp3TmDi/7uxVwCS68iXA49ee0PxrHANJJ4VgNMqK385EPdUQ1LmGmMB2APicW2AVgAlYBVwyS59VlIBrGL6+jJ45W3AKMMqq7Fok7asrnIO6GR+a56nrwBaZcV19xwwQPK6c88N1r2c55Szb77d84g54rr5fHJZvo/vQYPXcm6AlcMt6lDu+4Dx/ZMvfuuDjXFl2ykZqMvjWZWMy5Kh6t2LPLVTEWy1hwZiWxH3hdhWxYZiD2jPE31VsDY8Se3lx6evuDQ2NKyYBBOe8JzqPn7ZAK63P/nQePkJ+wi4qLhWuRHyDFzkxaXllfavVuN5p9IcqXXetTtDzQrkeeQ5ZvVqtV/PdX74MDx48KA6MR8feVyfY8xrAiHaxe0vxZJSTKkygHtYx31QT53q7hRr5X6tdP2qrn895/24Ovn9lq5LrUtd17zhWPVcR876XYwVD6HHXa93P37V87W4UO/xgmDSvRiz6o301aEIkhKYyhRXufLKy+QGVYArgyz9iFd7EUpRzz/GdcwEq1hmm3+Yk+fASgZCimMlAyGprQyv/KPfBoaNCHIbQmwjrglugop1Mr8Q7ip2STR8ZBzNzVQZTexvg8rbbYDRbr5sw4ky78OyjTfXJXddb3Oel1NGsrGIEWmD0WVeVz3qp68ZAk2K/VMbAlvJ4HRbeTssu9zHdf9dj+0YvqzLsM5AGNu8n9tyfYxflp1sPHsdUCRYhNIktan2M6hF/13f27xO+96Pc7fiin1YNhQgF5RIqqICUADM+IJiUvPky/TLxyvaSYor9qeuUg5OOE5qz23mMIcy2vTxy3kOcHzMCHGASwAe58uBlmEPeQFpMiBjIMQxXdfHt6rJLnS6Lmlf9tM5lCCa9yXPx5d9OU8fj2WOV1Uv61fejsYs65/2TXXzdtgnb9PLbqvoT963op3RMDFJ7K2RMDYe1U7l+lwjl9G21ykjeV4413h5Lqd983reLy9zm8xlt+O5zHpe7vleLve665L7nuWe9H6+L5273Dnlfm5w77sNPwe8zfUo97YiFlVJjcV2P9fIvY9zPyvzbSz7eUueJ7v9GVx5f9b93I/P+ooal22CqGMjBWxyXb9z2EfvmaXoDlh+/3jbvaXFoC/5+R21RCzFCLzuaV/gE1ArBmCPwAroFAOwx3hWlQDsACQDK+f5O5Jlr0s9lf5YZABFnrfBsuoluGWI5fcz2zgO786PFLj6l3/9WfjRT/4p/K+//1H4xl//ffif3/y7ALwC3jjuEECEBBwRvErB2+0+iAGNAcw+GNa4fW09NqOg3gArIJbdCFl/dtug3ATZD6PaQdKBFsQ5Ot/6QNBj24lZQRPiWwGncF0DVDkBYYihhDoMMGFoRVB2FDNWWgGtrC7BYKevHDvvv9ZTcHarrAwXOKccGHjdeQ6p7Ab4qJwxrOUOCLAxuDEsdM7Y59AK0MM64IqvQuKG9/KeUcEjq6YimIqQivEDXJEoJ+A6QMsqLGKEoXZDNUcCXJFw9wNe4cqJuyBunwAs1Fg5uEJtRTlB2IFWwDOrrHLXQOYUwAooimtgWSnGuFh1xjUhEDvX1tDKCilDKIOpP/gc0KoCrrydfalDTnI58IplylhmX47BXPF19/xgPjC383mRgyTPgzxnew6ecjDFsvfP547Bprd7f9elfbdLH5nHJGCUlz23vV6GWeV1xviP/8c3PxxwJft9VQ3XvhKUeEJDtmKnPQwPH2C848IWg6tXtr2P4KqWFV05cFx6wnN6V+Cqnv6U+8f6E/axLsO71nFS2Ur71wUgaoGlFc87M/AfeY5ZvSdqPztJYEcJYiru1COPm+1fPq4uS5zPqL0q/6r7Wiln6VH3gWvWU8d1Y871KpR9qZ+1hzwDl/Wc9+PqvNfgqnanq0+2au3Jxor5q48MPOZ6rTT/6wd/j5oDVSfwrlbu370X3rh3vyq57M37bwRgVg6XgEz5Fwf9I9o/vN98I7bFvnH/+JUj/wj3D/EIx6rdBW1IkNu4sFFh40HrycDwNnLq5/uwbKPH5fl6vp39bWDZGPJ2G1XOvR3jy8veZkON3Iae67nu/FxFgcU21/XxvU5u4xHj0u059zblfIodOJRgjZcFfFKZA8cbArEf7Tpn2cf2MVh3wkD2MVkG2AgMpWW22Yh2m+S0Rbn3L+rMTgvwGOrk7QEBvC5DPjPs8+P4+EVew9jPgQEAQkZslhs4uJz1fFlgKgNb2g40SeBKfU0gwzCFfSgXhJnk64CVr+fRtuGKwY73o3/algCIoY2/Mjg6SrwnvpIXFUns77Z0bg6g7nZKcIg6xTHSNo+P+0v/OC65YRZfFyS5v27D7Wk97ed92V/7ZGNNmRPH0zGTAozzoH220wbHZn+Wl41PBq18/uQ+F3KXe+7lZQRhH58YLpK+JJjazNvI93F75G6TvFzfZdxPterlZSzn/faYkGv+r6CkYr9y+6w7cY84UeZl55T5HqfMdXgGuY63+znk9TzX84LnFICMYyZ3ZdqgHtv9XMtz7ZdUW5Sz7pTX8zMzfxaznXLgC1DK7oN+xjvnma566b3gcr9HWHeZ3yN+//hd5XVyyj7Fu3BpsUj3FxeK5TeXCNye3P3S+8vH8P4ch/dknnh/ci6GTq7L8bSc4JS3s2/+DtUffUrB1/1OJmc/gyuWtf/9ux8tcMUvmO//4CeKc/Xt7/6DgpkDgIBXwJ7bg7+thCuXlT3AFBQxGNYY81ZdyWhOChUgDCooYiHlroNAJ+AVyh7iHQF4MJ6twKIN2gduXGz7NX2BDtXOnnOLYcvRmbBu/7i+RshXCYmvBWhAMUKfv/gX39GXBH/nDx+GX//dr1R9OTB3j7KhbzBhaOV1zsmQIocR+TLggGSQkAOIWtDKroFWWXGOuZLKgMrwim2UGVaRu4zrAKxDxcSXGYFGVqYBpGqpqoBVDrxOHUAWLpcoqBhTvhIJbHz9yJTc/HD1o21DKwAh4Aq4hSILl0HUVQ7M/sKuEanpUFnZNRAFHdfQ8awAbIBJ1HWOZ4V7I1CUc+XcDfUYfxRzQCWAEpDJSinDpwilDKycVyBV3F4bXLkNK7UAZEBNjgukInle5/PBUMvX3VApzw2cmAdcdxLLzBGv18pdpwyuBLRyEHb/s1ENZvjqPH1t0H3XfE5QOQdZXvb9+mGCq/DwQaiKoy6TCgMs+6pgyVBdZnU9ztBlB9qoUqS8h+AqP/7j+urOP65e3mYCfCva16W6VUDhccdxf2rlj9u3xnFr9zEDF7WOk8pWMtzfEbh6ZN+za19vvTJAeuR+jzhJb3qC/auuJ2Ne042uTmjBcavuA3coy+upUx6PesFVPef9uDp1zru65s3jjpUNS83Fx43VE1yvleZ/Fbh6ZH+zeV2zs+9NoQETeQ6sDJ38I94qKXLcBfnBTOJHMT+Iix/f/LhPIExt3E/ug8kdkR/vbss/wIsf6enHug0KfriT2Cev42W2ua6MAgyDUowqtssAuLdUGFGU2ahxTpnLMY7yZRtV1HWygeVt+bqNOxtZrkNOWS3j0NvyurRjI9DL+TplGLg2GP0lLsMeg6vcsKwFrtwf5+4/ffFxMZYx0gmOLsMZg3dmqoAzlLlvGMI2htmfZW8nJ9Fvko1199kQytvzcpbdttqk3ZSoT7s+lo/j+rirAVjKEAkw4uS+GBx4XfAkgZZlZRkA0nll9dyuYY3XgRX0xeCJZScHA3ddcr6Cx5cPScTL0VfxsoDt7Ju36XWXed2QhXJDKJZVL42DwRHHzcHVyMiQ9nEbbjM/Rg6eaKc81uOpTY8H290O+46NDlftw3b3L8/Zx/vl5e5bnhfXJFNeSbVWgLl4HdjHbXl/7+u55HW2u8zL3ifPXd/tsu75Wd7P89nznpwy7inv57nsNrzd69R1me9lcu5jt+F723m5vu93534GuD65y3SMBKt49jh5O7lT/nxk2e15e63nqsvIXc/tGFiR8+7hee13QP4sz8v9HqAey+WU/zHF7xhy138DN0FUVxmwMsiiDDWW+0DuY5PrWAkc0V/Dq2WQKamq6Iv7W7xbU9wq9yl/B+ft8E6mfUMrgyuDLLZ9pBRX/JR566f/Eohz9b2/+6EUV1/88+8IBgGEgDrEISIBS3LQYIMcox3jnro2+m0UA7yAIaiArL5CgcUyLoDAElRDQCEMbQATCYhAGZCGwO4oc4A3wA3a5guBwAcA25cSaMNV8Ld+P7oHEojdXw60qxRtkgpwlRn17nstSJEDKy9TrwwxDK8EGrKg7MAYA5lcaZWDK0Mp58AcxprzJ6ecHFc7wBBgCWhEzC/iUTn2F8tAKRLLxLNime0EskclBXxCTcXY7zg5J5UU7plWWb12aLKAVnw1EiUXYIr9UMs51hVtAb7oC18NJEg/fTt161cF1YBWjmfF/JFr4Njv6cuVXPMcxhn2pYdqxgAAIABJREFUMae4Flxfq6vsKpirpCpQ6utyEeXa54ortlfqVMMr2mEbQfyZQyjzmFMCPsldtAwx8+vNHDCcqpnfrwThzwFVfo6UMyfy3NurwFVqy3PKOXPPYM199b3n3OWMJ+dH8tz3OnVRKP7wRz99b6yalVp5pMFV3qkEruTatXKMp0eqkYqmy0Zdeb2oWHNh5WPQ17xv5fVSc4qJRNmj65WPV16vtLq8nSrQ8Zjj4MJUJQSpNPzEfazL8K5qv3plpf3rAhDLQArjksHP/FBVsKHeeuVYU8vHPT/Eo8eVmo84blVDpeOWoE1RteqcitIaC/XM+3rqlPqVxv/x4LKe83702JbvhXc3bx59rMdfx8eM1RNcr5XOowpcPWre1D0HakyLJyj61P03pYwqQFVSYL15/0191psfyf6B7GDseRnb/CM8AizcKe4V6U0gVnILvH8vuVWkOCGV8hSoNv3Y5ge7jQUbFzYIvO46NlJcP1+38VAYO+mv9TaI2M6yc/ZlnfoYSqzX2pdytntbvux9beDl6zbWMBa9jPHHcp7LICyVe598G/tRbrUDuUEOuYGWywStUru5wep2aDsvx9j1Nspt/GJ0d3XdCa2tLWF4eDCqvTKo5Hpuj3Uvq7/Tk4JFPT1dob29NRCDhq+0uZ/kAKLyuo19x7MyYOK8bOj7q4N5fzk+YKS3t1t9bmlpCn19PQmSjBTwzFCKtgA3k5MxYDnlE0kFwzbXi3UixABO0D9BCrvKZQojAyHta3XR2EgYHOgLvT1dYXhoIMKkBHMMdwyuRkZGQ39/v75U1t3dFYYG+8OE3NwqCi6ODfwhrwV21Le0jb66v0XdTG1mcGUAJQjlvmXAiX0NweR6x7aJsQDoQhmW72+QNTkZx9dtGlppLHq7Nad8/uTut8/L/XXu7T4f1r3s8ySnPml0ZCQMDAyE3t7e0NfXF0ZHhlU/1q2MHfOGMs8lr/u4btvlPkbeH7Y50Q518u0ss933LvPL8971yd0H5+5XeZvXyf2scJnXuafzxPa59FygvFyPdZeT80zz/n7GOA4V697mZ5+fj5SXl1l3m97Gfj6m2/Azm3Ul/oiQFFd2FfSzn7pepi7Lfm+U3xN5uYEQ9V3P29kGpEJZ9ebdmAytrMS6X4JV7gdtOE6V35V5znvTye9E3qsck32pa+jEdrYVeeYWSBt21zfIoszL5EAsQNhHDlzxm+XHb/2zwNW3vvN9fZEPeIWBjxsfxjIqGQJq4+IFdDBMsUoGeIVBb+PfxjI5RjbqK+IgAaxQXTkGFusAEVzIOA7tYFx/+je/LPBEbjUWAONPvvQtKau+8pd/I2hFYGkUI8QqAlqhtKoV08rAirYNsMgx4OkjRj5wgnMwkGI5V9Lky2zLE9uqIEZS19jtzTnjtZLayqoroBVjDLSiTaAVroAbD09K9QQ8QgGFGgq1FLkUUTuHtR13PkMmytkP9z9cLwFVu88sKHA68caAV6it2A5gpC5KK2CU1VaGViitDK6AVgAs9kENB7TyVwMBVpfv/IaCwxPPCtUe7qMASECm5w7ny7hYaQTE4XpwHYFWQCXDp7JCCkgFrCIBoEgVeGWIVSsHYsV9UOYBNwV4EtxhWXM45QZWnhPFdTZQKl93r7Od5RLANKgyzMxztnks8n0NtJyzjX6RDKnKeQGtUGGlc/PcJycx1rTB2H20wZWs4vCMgmFXW1gYe1UKFFwDl0u44he7qqzqxxic1YdRoOdnGh6E3DmLKhyf8qp/gnTLoQlui1XnoHoEhq7au+bXxTDW6z2++pRH5a63P9XdiGtP0Mf6DO9aB/GhasfIemfgKro6Lg/y/TC0NzwTr4O7wscBlqmYltd7T8eVY680tszh7PpVHzfN26o5s7yvoZ77oJ46HqMaeXW/4r1QvhXibiXFXT3nvVKd8v3+CGBW77yJ1+Ex9+s7Hqs6r9cjzqMaXD3BvK5xzd6LIqujyA2vWDZ84ge8QVX+A5wykn+A66/C+ivx3XB3EbeJqLwi135ZsFn9GM/+6q1jZH8BV7tLqKdQVMW/jlPGfiQbJcqXKnCJdvJtiwtsiyqp3CjKy20QKZ+v/GWfdfap3q+24srGlevbcJOhliCYy6hjo8xlqpeVV22fqRiSszMVo5B9qKe6KCoSWMLwdbIxjGFqY5jc7ZPbwJXxnLZRZgObcuq5ffrf090ZduzYFjZt2hhu324WIKM/7OdjxbYTUEr9nJmeClOTUUnS39cT9u/fGzZv3hSamm4FYIb7Tc46kCcuR/c9jHwfQ8dJEMnnxvbcoDcwoKyvtzucOH5Mx6PfN29eD7jgGT5NTMRjGBQJVk1Ed79KnQrIitvj8TiOj01O/dhOxTUOAAPwcE6fGIPjxxrD/n17Qltri6ATdUhjmWKJft6+fTscPXo07NixIxw6dDB0d3UWgMpwhza9f8yr3ey8jT46sY+WU05buYsfYBKwODjYL1g2MjyofhawCpe+kSGBqoGBvlhvaED7RFe/iusf8aTi2FiNVXF57OrsCI1HDmk8urs7C+UVfXZfyTmuzzcvz5fz8yzOLwE7+n/r1q3Q2NgYdu/eHS5cuKC+V45TCfTudtxGpU4FjHHt2e5EPzzvmKOV8hgnK9aP48+26ckK2PJ8Z84zp70/+3i+u9zHyLf5fqYuy7US20jcr9NTlWXq+plS3t/1ufddp6p+chO04jN/FrA8n4F5P/94Zmqb2ozPWa9Tx89UlxlA8VxmOSquYg4083Pf28kpI/d7gZzk94/XqUeZ3zveR++bVJ9tUlUltZXhlXMrrthnfpZnZFfoutOha5C3s8Q7banyVVzen6wbXAkyZe86jmtVM3UKYFX8MSjFtUpqrLwd1U+q6Fx1xTE/kuCKHzRv/fSfFaD969/++/AXf/W3ASiEuxZGLgY4iitABO5eKKAMV3IAgWGfG9Us21CmPqoe4l0BrMj91UECsQO3gDXADAxxx7/CHRCABpQCNgA1ItD4upZR5xCEHeUMIIK6jmnFsW24W2WS5zm0oq8ACkOKHFwJJCQQwViwzrnm8IrlHDhYZQWsqgWuUBwxdoZZOdChLaAdABGQs+/8kgKhA6UIlI4Sym6TwCPgE66U5F4GVO08Pa+YUyii+MIg61ZZsd37AK5QWnF9DK04hl0ECfbOsYFXxLcCjNEOsayssiI22cX2Xy9UVo5nBbAiADvX36o5xoPxYSw9boBEYpMBqYCmUUEFfKoopuzaVwtcGV4ZaOW563/2C98UqGG+eG54DnheaL0U74w+CloZWDnP4lUVUCufJ6keUMrnzHIOsCjPtxlQkbuuc48Zc9T3mXPDqypolcCV74Ec4HK+tPNzAa54QKXgyMAf4gY980wtmPMwYLCuWgVQyust/6odMIjYMw0Nz1SBglrGnVQe7TFeVqXdCK2qGIJ3LvWVYPHPNLQvg1T1nRPhplaFhjqPXwYK6lK9/XH/87y0b+1xfwJwkbedLdPvWuCjXgBR87wFpTwXIrBqf4jKJvsCH32oo17N9ktjs+J1zs6zalH7u3+e09VzddlxgTpV8xvowrxfFQjSHqFXPfdBPXWqelu1Uu4X67Wu3zLwQit1nHe998ZKx6133uikHnsd38VY1XW9nvD+qWO+Vl2s93DFwMqwye6C5IAs/ejOoNIbdyOw4gc1sIof3XezYLT37t2LSq27MScgur+uxDYFrJVBMVsYEfeAUwvzSnfn5xQ4nePrK4AKpB4VWBgYd9kXxdP8rIw7lB0AkYW5eX05kPPQMeeJWzWvNtg2Nzsb5ueJicK+EWjJAEp/wQdmzc3MhvnZOeULc8vBVV7fyxhWTrOzxHuZDTMz5NF1BnhkFxqW7bZnqGTokpdbxaCyqekwozSlHIPRhiX7et0GLO3mCSOY+nkqG720QZkM6dxITsu04USfOjraBFA2bdoU2tradL70xXVijhsh8IlyABapstzZ2RkaGnaEV199NVy5cqWoR/2KS9xooXoSPCpBAfU561v18ekzyq3YHsqaq1ev6rfG2rWvhEuXLgViRuF6NzICDAFcAaomFEfKy8AEYITHRstJRUOZAZaADIHTBaeGw8RkiqM0PlyCSaNhcnw8TI5PhPbWttCwfUfY+Nqr4caNq4I1Bl6okQA/pJGR4dDS0iJwtW7dusC4M37q8wQxtMbChNJ4GBsZDeOjHGMiTIyNh/HRsTBJrsDuERQZyPi8OA+dS4I7cftYGBwcDNevXw/nz58Pp06dDGfPng13OjrUH8aOcePYfb294eLFi+HkqdPhxMnTGmfUU2NjQzGNDxXxpMZYHq/El2K8ONdr166EDRvWhc2bXw+dnR3FWHD+VmoZqpXLmAecC1DL5yLAZYWYgeHEWBga6g9Xrl0Ne/btDavXPB8OHDoYRqQMS9efcZuI1zVeywpsNLjyMcjL95LX2cb+cd4yr5jLo2FyKibm6vTkVJiamEypcv/RBverz4tzm5yofO2Se412836w7Huc+9mpXDY9jXsxINp5hNrqT3pOeF/ntMEzjnXn3kZOf/zM0bMrO77qpxh8ep6lbW5HIIu25+bCnJKfn/F5zfOU5zWJZT9fef478Xxl2e6DLifnXaGUvijI+8zwSu+wpKp1GdsNwYBRvI94N90FgEmJNV8ooe6jvAIMpT/i3L8b/1jDPbh3996wb88e3b8+JkDM78IFvnK7WHl3skwyeAIueZn9Bc4ycMW62/V2oBap2C8psKy4KuDVR+2rguXfMz/+yT+Fb//NP4Tvfu8fFe/qc1/6tsAJBi9Qhi/ZASRQ0RhGAJsMr2RYJ8PdxjUGNcY1MInl082fVlwmuwsSnwkFFm5tABbUOaiMOB77kbtd2gBQGVThEviZ3/qyVFYAKyCX41nZSDeIMKCwge88N/xZdn9Z5hxIQIkCTCRwRb8oA2o4qU5S2dBnJ8MJxolkl0BygA7b6e/sr/6JVGV/9/0fhZ/97G1dnrfe+me1g/IJxROB0lFDAZgATQAnlFIxTUkFBcwiUDqwijElJhgKK2CVc6BVRWkVXQUNrXAPBFpxTMe2+vjmfkErtqGyIvYYX5Ek1pZjWeHKyPxQLKux3xPszAOwc55WITF+Svc/q7kBtAJIAq5yWGXVlcsMpAAuuLmRO7FOsvqKcpbJcX0FiDFnGGvPCwCOIFaKEeVyABBzwNeW3P01XMrnQDE/MnBVhk+CnhnMWglged6Uc+ob9vn+8vz13LVqzPNbIAtVYaa88jmzzwfiKlh+0Lybdbm31cRFVa0+rKfeI13lKs0JHFlYVU+73jXVfWxvH9PmOz6+++G83v64fp4/po951Y/csvpeR6/qrVdu6t2MK229k7Gtc5967oN66pRP+T1Zr+cc6qnznnSmch0edb++47F6P85Dbb5XJ19fO4AeIBHKqBxaGVzlP5j5ca8f88SDErQiVsdS1Q/wuwpSG9uiTSDSUgJb/tEe/xoe/yIOAMIgwFhgOW5blGoL4LQ4vxgW56PrhmERhsjU9GS4fPliOHnyuFQ8hlXALpbZN+6/IHgVYVI0guYEsqrjr8zPzoa56dkqeOW//Ltf+br7ggHmNDszk6BVNL4Mp2TMZQGMBXmSsWeD0caftqW4VUCR6SmM0FlBq+kpjMdoQGLU2li1ASsjFbe51DZtkTAuqWOj2oYx5TZsy9tcTu4+CuJMjssFDAVQa2ur4AVGsPtN3ZimBI0ARwAWAAf1WGd5aGgoNDU1hRs3bshdC2Bk0DUxMSmoFIFFVOkAAQxa3H/65nN0zrFl1CsfD+MpLhTHHB4eFvx55ZVXBFcqwc4jwBoXtIhxpHDNGx2NcZ4mMiDisfZ40ifBieQeyDKQwuBJ8AI4k4KbS6kEZBodD309veHShYvh/PlzAbfJMqABysZ2RgL9ARJu3rw5bNmyRS6D7j/nhrE8OjyiNDYCyIoQa3QYkMV6VHLRb/U5BUX3usucEwcKcAWQ2rZtW1i9enV4+eWXBbG4dkArHx/wuHbt2v+fvffwzis57zT7r9n1zO7OppkNfWZ31mEsW53YzAkkCCIRGSARCBKZyACRc86JRLc0Fi1LtjSSRx57nHZsWVKLsiWPrbQ9khUtyQrvnuet+/tQuACboNQ66kCcU6fuV7du3bp1697vex/83rfs2LHjdunyFWtubrK5meD66PBtMcAnXV88NmyThocHrb6+zpqaGtyNk+MYO3JUX3tjAcgL48JxPvYRxKH/SoCmoNAKQBHXRSDgzNystXXcsROnTlpJWanNJwCTcQxzlfmw5+ZIPwTCdP91Dn3W86Ny+iXVXJgT+1V4DqKWV2xlKQFXKwFU0R5tqV2uQdt7z1aY45yLfcrVhxgqxds8Izx/eyAZ6MRzmloMIQGzak/94XmjPUEnvT/07PG+0z69P/zdmChC2c+7UO9L3qdbm2sO+Tc2NjNQCjgV3ikEfecfAJsOrtimnP36Z4CgVfxZ25wLmMX3ReafHkmcwlht5UApAVuUe93Ugh3UifcJFun7kfzVV8JCJzyHNder7WZdnW2sr3h7Oh5gBYQTtOIz/8whDzArxL/i+9XVzIniS66DnId+xOePVVgCV3ILjCGWABZtvGUVV/rZgvLqm9/6ngMsXPIw+HHTAwphnAMiUF7hOoiaBpgFvALCyNAGUGDoY1xjQAsCAAgAS6i3gC+orggazmp3bAOvUAwBPwA6QB7akcFOO3IdpD9pUMU+oAQpo6ARkEhyGfTeryguV9rgZz+GPddAHzJgIgEPQIkYRMTbAhaMB2OBqkpqI65JyjKOoc8f/6O/Ntw0iTd22B9wgWD2qK2AScAjxg9wBbACVJGIVQWMwgUQaAWwQhlFcmBVs+FASy6CjDXH0Q6JVQRpmwSwIqG2IpYVCTdCArALWqGyUvD1DLBKgq/LLVDKMsYiBj6MLeAHGMn8SquppJISlBKA0mfUU7iJkrNPn9nPeJHTJuUAWM6BG6mUVsq578wVck8J5NF84P5rDhwAVxHE1P3XNWoOMHeV0vv0vGieMFc0X7Qd5xzPPGQ+ak7G/WObcY2T5ruuz681gVjUf9uBq8MekJ9z2T5w9HM+12HN/6LPf1ifnpY9HYGnI/DuG4G00gqVFdBKSct964f+1tqqra0suQse/9HGpUvqFAyL7QQcAY+kfuIHOQaH4ASGEEbLzvZGgFVJrBIZQkCkjbUNN74xwHFpwcAJ4Ci4keC6VFRUYEVFhba4MO9KqY21dc857/bGlsMeFA1L8wGU0E/6uL6Om8qe2wvG3/zsrBv987NzrlbZ9GsJIE3gCuMjGFv7XVnUb1y6gCMY9cFADBBH4ArDE0MclypiLLFNmQw/6mFEUo57FnVm52ZtcWnRVnGzSwCRDEqMadzNXN2SxDZinwxR2hY4wbjFCCY2EvU5ljIZmDKAOZ4y9uFWFZQzqIeC4U2btM9YClzoWvefN4APYglJ0cT95zgSkIDjGS8SZZof5IwlYzA1RRyi8Yw7F/1UHxk3GcMaR12zX7e7/wVFFf0YGxuziooKBzDAFvqgPrEtGAOYIZ4U/SL+0eL8rI9dDAjUD3LiX8XAir7TluYC0Mrd6RI3OwEm5hqJ+cC1hj7vrajnxy3M2swMrnozrrq6dOmSw6vR0VEfP85D3wWu5mZmbWZq2shpG2jlqivmUKSs0rWQC/CQ8zmUhfuDUq28vNzB1YsvvujbGhvmJRCovLLC1UvPvfCiVV2v9thRAdQFILh3r2cdWM5MT2fGBigFgAJGcZ99zs9O+zOgcuU88+6yOMucCvCKcU9fF9ehMpRmAEigJPBvhvGZnbWWtlZ7+cRxV1zNzgHWwvWGOR3AI+eYSc7F/dMzozEi13mUq4x7Sb9DjnKOawywLwTXRwm3HNRWSyu2zHPhgHR/m1wLyZ9r7k0chyzZpzqcW8+GAJNA0uYGUGnd30vMed7HQZEY5q7apQ2dj/cA7XFtlOvaKBd88v0JrOZe+DtgZSmj+OJ9qWeU55XnU8erj+vA+I2NDFBjW5/pZ3hnh38KsA3IcgAWKa34LuI8JMCV9rO9rX+0CGBFLuWCQMAqASxy/SOFdvy7Ktkfwyt9J+7eByThUn/fdu/t+ncQzzjKSrXj4Or+jsMp+h8gFW6C4R8/29s7CdDin0KJSuzeVohvJUVXoriKYRlAS0kAizhXglRSbukzqitWBX7Lgyt+iv3kJ2Zf/8Y/GisN4q6GcSt4hZENrEJVI1gh9RXxmQSwMLKpi0GPkY0xjRGNsQysoQzFzrMnBj2Q+K+eH3OIBbwCvhDYm9XngDyAHwx22sAABzoIUMktkM/aZr8MdBnsUlwJSDi4imIZCVSpn/FnQYIYXAAjBCLYFoTQtoCDoBXjoqDrALff/tin7ZOvfdm+/4PDYVX8kxigxbmBT8ArVFeKRQWsEoBiG6UVLoFAK+JZsQ3EIqG4AlqRUFwBrRSMHbWV3ANjpRXAinhWHFPZ9oqv9IhqDpXVnZEP+eqOzAMPvr7wMYeSgplAOsaFcXKwk6jUmAOMqUO7//TXCWQKMavkIhiDKuYfSXCKPE7xPkArn2kHsMX2h3//M36ueI4wV5gn++aKoFUS90zzlf5mwOWrf5K577ouzYM413xQrnmhz+k8ni/MmcMS7TNuGr8YYqmc+ct+JT5rTvuzEF0jxzA+P/cYV/Fkfhtu/6LB0S/6/G/DW/a0y09H4OkI/BxGAEAltRU5SXGv2Pfq7n3/8Y2RQRyajrYW6+3udKBBkOumpkarr693ZQbuSyvLK/7DXW5+uN5NTk5Ya2ur3bx50+u2tTZ7Wxg9GEDACVyFGhtve/DsqclJ6+rotLqaWqurrrW21habnprwuhyDoY8yIyvrgl26dNFu1tW6cqWnq9uNdM4JxBobGbXmxia7WVtnNTU11tDQYMPDww4rcC/kmjBIO9pb7cb1KquprvG6bS1tbvRjsNA/qasO+0wbAJ7OjjtWXX3DqqqqPLW0tDpwcENtPagacLFDIVZRUeYJhQkxojBwZdShvLl9u97Ky0s9BlTVjetuZAMIlldxEUJJM2f9fT1WV1vt8ZEqK8rsVv1NGxzo9+sBfBH0HEVadXWV1x0avGu3b920irJSKy8r8e2R4cGMMSrDG6N1eGjAGm7Xe8wh4g6xPTwy6HAGcNDRccfvZV1dnSt/MIR1nVwL5751q94hUWVlpbuYCbQAqIAwqK24H7QxODiYgVtAMIBPb2+PK3Bqam5YdfV1v99xf5kHsdHM+TWGGM8Y0cy79vZ2P0d1dbWRUCwdP37cXQWBFfSdc9InVGT0iVhStbW1fiyxpLi/Mtr9nJHKhfOSGHNc3Lq7u6yrq8uPpT2HTtOT1tfb7XOk/U6r9Xb32MjQsN3t67fW5hZra2vxY2lDCWjCXGCsmSf0h7l17NgxdxUEwtF/h2sLC67eYv433LptdbW11tbS6ufAgEaBtbK0p0QSnBCMUA442YMzATAyLsA+gFlWVpbl5ua68suh3NKi9Q8NWnbuVbtwOctePnHSrt+o8cDnPFdcy9zcvCvqGBPG9tatWz424+PAyOAOOTk5ZrxLGIfu7k5/H3D9UloRVL+zs93HoaHhlo8JY037DocSCMvc1Twm5zPXMz+3YENDI9bW1m43b962+tu3rbDomv3Ge3/TSsvLvL+CSoAr7tnAQL/3h/dMa0uTP0NAYo0PbWvclPu5BQKXgLIzmeewoeG2vyNxVx0aGvL7BmwcHx3zedDV2Wk8o2ofwMzzzHuF+GecL8BRANucLzTQ093pfWtpbrS7/b0e4F/XDxwi8X5izqL84f2F2op7xzPHM8jY8kzzHmpubvTzsVgA5wNad3d1+DnoB+W0pbb1LHCvWKiB+8d85Tq4/9SjTngWx8O7fWrCUPMRJ6+3p8tjzwHyJqem/N0MNOaZ5D3d29vroBNYRRnwGZdZEotD0C5gieeeseZaAMA8/3yn8L6lb0AtqajS4EnudpQDl/RPCvoNRGUeoAZknvFdoHaUC14FJRRK323/hwn3dm5mxsc/ALENVwbzPPG+4Zq4Vt6LlPEZJRbvd85L/7k+FGNSXglY0Wcg1WGJOgJXflwU2B31lUDW2wJc6ffO61//jiuviHcFCABeve/Df+mqEIASLoNdE7/rAAsVFSopqa8wvDHOZbADXmREkwMMABcocwAlxLkCkvzfp4ftX58ccqiCmker0REDijYx1jHABaYEH+Jc+2JYlXEBiwx32on7lDb2tU+gwMFVBC6AMbo+gQdy+gm0IbENtKKc9ojT9aWvflNDfOQc1RBjDZCSKgqVlNz9gFBAK2AVrnzkuAmSgFdSXAlcAbsAXSR3EUzUVoAxEjGtfj1rwnOOV/B1YpG1DH3QVzhEddeXWjFQsbq4XsZLwIdc48k29554ZQFUhThWbKOUAloBVNLqKqAUSUor4BX1lFTO8WyjuHrw0U850OR8SgAszRfmCtvkSswVgct99z5S28WQStvMBaU0mOIzc0FJ84RcKZ43mjuqT8551B/ljCVJ4CruN3WUKCc5vErUZU/B1dEev180OPpFn/9oo/S01tMReDoC7/QRELgCVgX1FQHQQxBY8vCDfNuN9+amBispLrLS0lIHQRj4xL0BSJWVlXnCIMJljvhS/Nd8YHDQSssqrLLyut1p77CGxmYrKi6xsvIKGxomTs+KdXR2eMyZ7CvZVlRSZNev37CKCgDQDSstLbfc3Dy7ebPelRMrK6vW09NrJSUldvHiBTt//pwVFXHMdTeMMTwxAOhHcVGxK0Rwd+L4/PxCq6iotJGRMTcUqEtw5sLCAj+2qanFysrK7dq1YhsYGLTN9U2HcAFcpVwLgVqb625Ecv3Z2VfsOuPR2GAVVZWWnXPFt4mfg6EyOjxs164VWnFxsZ8TQzY396qPJQYZhgt5ZWWFx2ES5Cu8VuiwAAji0GpxyTo7u+3y5WzLzy+wW/UJKfjBAAAgAElEQVS3raam1s9fVFRswyMjNjU9ZbU3a70PJ0+dtLz8PMsvyHdjvay8zF2/cO26fr3KZmdnXO2B+gIQgtva1atXrKy02G7V1zkYu3jhvNVW17gibaD/rpWXlblr2MmTJ92IDOqN4BpI7Chc2YqLSxwYcZ+IY1VZVWXTM9MO34ZGhg0gd/7iBTt95rS13UnUT8R+Wllx8AMgYY7crL/l+eXsK9bQ1OjqsxVg09KeskygypVPKACXl2xkbMTvw5WcHL/uisoKu1ZUlOk3iiuplTAc6TfnJN4mCiOCoANrQvDuOe8X5yW4vOCAcvo8Nzdr7e13rLCw0C5evOhjQJtAAmJA1dXVWk7OFYc/tXV11tndZRWVlXbuwnm7mJVlHZ1dNoexiypods56+/qtpKzcruRctYLCIiu8VmSXLmfbc8+/6O54Q8OjNr+waPMLSzY8MmrXr1f7/C4uKfW6Fy9lW0XVdRsbm7BFj3EVYkAJ5hwELwFUBUVccJlbWl6xyakZfx4KidlTWmZnzp635uZWm56etdm5BbvV0Gg5uXl2o6bW9/G8Tk5Oe9+4jp7efr9/uXkFRt9yruZZ1qXL/h6YngFOhXEjUDrxu4qKrtno6EgC5OZteGTYFV1X83L93cDzcPlKttXerHO1F/ccqKCEse8gCQXf4pJDq87OHh/DKzm5VlBwzXLz8u3M2XP2m7/5nJVXVNrU9LQtoMxaXLDRsTGrrq3xZ4ZzAbh4L+VcuWLNTU3+jKKoOzB+S6inwrwk3tjM7Iw1Njdabl6u5ebn+j3hvGfPnberufk2ODhsc7PzdusWz1uenT17zmEvz/jS4qJ1dXVaQUG+nT17xm5cv+7PJvN6YWnReH5wcaRtwBtjw5gAqlG6MS8BL54SlRPPCICHuUrcMtw/z507l7zHr/u8zcnJ8bLy8jI/P8AyLy/XYe/58+cd6M7NzoTYXKurtryybINDgwac5rkpLS3xuHXMc9zkAIAAp/7+u/4+OH/+gjU2Njm45NqyL1/2MQVElZWW+fPHc9nczLOYb5cvX7Genj5bWVmzO+2dVlJa7t8dzMVrRdesm0Ud1lZsZCzM/7zcAm97YOCulZWVWn5+rgO5TKyrKGA74EnudoJZO9vbruaampr074PKqkrjvUE8tJraGgdKruDC3fAex7MIyT27T2wqXOTv7/r8ANDy3uMdD+za2dm2kdFRu3Gjxr8Lu7p7rKW1zcrLKy2/oNCKS8qs/+6gDQwO202Af2WFlZSWWGNTo8emo6/AL/WXXNsOs5LVAqWqIgdSxUHdVeaug2/l4OyP+sH1+te+YwRsBxgAAgAvuFxh9GJcA55wHSSx+iDqK9wJURexH0Mew5wc0BMb2YAMYALAgCDfxFHCPU1BwVEJoeoBkKHwQsmjNjHI3RBP3J5i6MC2oNU+gz2GVomqRjCFXEY+ebqc63VwlXIP0/UJMNA/JYAVIIfPv/uJ1+yrr3/rUcP82PKt3/ozh3kAJNz1AE6orlBMAaGASwArh1YJsNIKgoyjYltJbQXwog2O1+qEKLlIuAcShJ37QGD42q73262+D1jTwG9noFXf9EcyUBFoKddArpX7LaWdxlT3ipwg+sSuAjgBmZT4LPhEHm+zoqSnCFzFddjHZ4EtVpokwD2QKnYrZb5JmZcGWPEcop/xnMjc+ySGmWCV8jSwYgwEr9hOQynNEeVH2U8f6JOeIeZkGlxpvNM5x/k9kEvkb/25P8OM+VPF1Rs/fg8H8y1a6O2NK/8c9v6iz/9zuKSnTT4dgacj8DYcAbkKSmWlH8WvvsIS3XuBavnv+dQkK7PVWG5enitAUE1g6AKAMIYw2lFfYRwBjwAhN6qrDUMDQ3ttfdMWl1etu6fPDdia2pu2uLRicwvz1tvf56DlUvZla227YxMTuGphSE44wMK46+8fsNW1DS8n3g/GEvAGpRdxagARACD6g9GFYcd/7gEruAq1tt6x7Owcu3270fs4MTHhxhJKFjful1ZseHjUblTX2ujImO1s3XNwtbW5EdxFkv/IY4yQ+G9/T0+XXbyYZXV1t2yOIN8ryzY2MW4l5aWWnZNjw6z+trLqyprLly5ZVzcr6IUYThhotbV1rkqh38ApABjQCuDB+LECGrCL6+W4yckpN+pycnJdRQL4m5mZs4aGJjt79rwHyEadNTk95aDn+MkTDkdu3r5lo+NjXg7UQ3mEMco5FfMGVQxAq6qywuZmp1z9gcqpsCDfSotLXYWGgmd0ZNSKiovtxIkTft91POANAAFUU/Bw1CUEE79w8aIb3Mtrq36/6QtGN+5aTS3NDpu4PiASRh9t9PbddTgyPDLmRuvtpkZbXsGNMQQeJ04QBjmKJ4DFEhBjZdmmZqYdWgGF6m/fsqHRETdu+wfuOuQkVhMKQMYXw5q+FhQU+HxiPHCPw4BmfBh7XOOIu0W8rAwYycQX2gM+HIeqi/a5BuYecxJlBWOLYonz3B0csPHJCevo6rScvKt26vRZ6+jsdgg1N7/oz8q14lI7e+6i3W5osrsDQ17W2NTicOhydo5/BlrNLSx5nfMXsqy6ps7LGbcrQJLzF/1Zm58PMGRpYS84u1RC5AFmKc5XcOP052F51Z8/QEt5RZXp/KVllTY+MWVj45N+Xyoqr1t7R5fRB5519nEd4xPTVlZeaRcuXrKm5lbvW3NLm50+c85y8wqN+yr1D3P+5MlTDlSGh1lVMLjuNTY3+fwFVA0MDVpnT7flFxZYTV2tTc/O2CKxpCJw5e6WroYCXK3YwN0hy7maa9lXrlrbnQ6HAz09/Q4NXnrpZX+3TM/M2MLyos+bGzXVdvFSlrfP+QZHhuzW7VsOdACwPb29DpYELckZQwVZV2yx1ra2TAwt3m2DQ8MO8QB3Lx07bh0dXTY/v+j3trS0wl544SUHvcxHxp65hBoR90zmIO805v7s/JwVl5b4mBBkHmjT3dtjV65edZA/MjSwB60SNaCUiDwnPGO8SwD9L7/8ss9x1HzAI+Yo8OqlY8f8/cD5UWWhWuQZRqnY19sX4u2trdnE1KS/Y4FgvKf4PqA+72XeI41NTf79wD8Kamtv2unT5/z9yz8+bt++5eo74uShHkQRS+w5oFdpaZk1NrbYzZu3/D3c3d1rWZeuWN3NWzYyOuGQ51pxkZEmZ6a8Hw23m+3MmfMOb2kLxSdKRVSLwCZXPWUW4gjxqgSsXG3lQdx3/FkHXDMmPX29NjgybLcabjsYvH6jyhVcxMxyJZRDq7CC7u7OPdvZ3jHmEosZAK9raqoTte6WPyuVVTd87uflF1r97UZ/5nm+eZ6ZF+xvvdMWoPb1Ksu6fMk6OtttJ1GM6btZeUaBlUAq4BSwKhOEPQJaACvBK457Wymu9Lvqy69/y/72i1939ywgA/CKoOjAIYxzwSuCcwOZcPEDXsXqKwx86sYAC0OahOIFoEDMLNzZSMRRutn971zZAyQZmv9YRt0jgEWbGOSoSNJGeawsYZ8M90y9KL4V+zD0AQFpg1/lGXChoOKv/kkGygk6AKpIxHUC3HH9bOMW+KMf/VjD+cQ5wfJRVxHQnhX9AFdVba+4mgooBawqbrjnkIlc8Ap1VgZa1eytIog6C3BFm0ArEiouQBVKK6AVUAxIBrAilhUqKxRwqL6AiNwPgBX3GaVdDCoFU8jj+8PYo4BCWYVaCkUVOXNK0ErgSbnglD6TkzgOWIUSTXXYZh/zE2UgwEq51FbKgVdKMcCS+kpzhjkhQOTujonqiu3DoJUglXLNDQEqzRHlKleu+UOuMnLaYw7SF5+LUawrlQlopecw90DzP/NcfODPHXpxD77z3R888Zx8esDTEXg6Ak9H4OkIvLtGQO6BACxWRdKPYQ/ymqzAxH98UR0Br1BYAa5w41DQXCAVxj3GOsorjE5ieOAGgVrK495MTjuEwNgeHBpx1QH/QcfA3drZdqMxJ/eqFVwr9Dg0G8SoWt/0BHC6dAlFwR1bWyOWyab/ZxulFUYSYIDz0Q9UXsASVD8YIBiAwAOMRFQOgKvKyhtuHGJoobIh9fb22exsqIdiZHmZlQp3XHWlgOhyI8HlJrjdLLt74Llz5w3janZ+3o1poMz16htuXN7paHdjsamh0S6cP+8GmoO2+XmPBYTRhrEKXMOgpN8YdhiAjCkwiHIMfOKJ3bnTYcePn3QFG8CKPpO6unrs3LkLrm6ZW5iztY11N2gBVxj6GLy4GgLWgI2oJDBEATiAJ+4Z9w6Dc+Buv99rQY2uzg7r7+1zlZMb6Currr5AccXx9B+DmHEm2Dp9p4x2MbiBNSdOnnQ46e6OST8YoxePvbQPXHHNAFDUGQ2NLW7wTU3PWv/dAQdfqE6IB0Rwc8YjGOPBNRBwxfUBCoBWKCUwrlGpkACkgCX6jQqPa2YsmAfMa+CrgCFwD2MdQ55t6hIjCUiyErmk4fakdsi5dpRaXLPAFTCO82HMYtQCFucXFxxeoZw5fvKUQxWehZnZeQdEwB2AEIonynlugL8Xsy47IOIZohzVE9AIFz3UTdMzc35MaWWVnTx1xoER82QBqKpV9pIcYBWgFfv2wBVjAgheWFx20INhDcylfQAQAdhRhwCg+YyKkn1Zl7INZRWwmb7Rd/bdrL+dgVkjo+N+DJALlQlzhjkCwAAUMt5yK52dmXX105lzZwOAHBl2KNze2eH32MFVZiVH+r9gS8sAHmItLdvs7JyPC2AQYEaffCznF101RjB5VDA8t8wPQAUqQMCQ5s3i8lIAoeUVHueL+UO8KgErKa9QH5GYnzzTqKDOnj/nsI17vbC4ZLOzC35Pn3/hJYcWQGfURA0Nzfb88y/6HGTsmUc8O4Ck559/3p9LylfWVq2nv9dhL33k+pnTtA/IO/byS9bV2R7iSyk+1QF4FVb4BFTx/DNPmZ+cj2cWheELL7zgAJp7QznnBuQQoL+luSXEDlxZ9XMS4J45D3jnHaB+A29pm3tLTEFcNQHrFy9ecljOubhOjuF7hHc24AoIFt6JvJOWXTGHSg6ww3xaXlmz1bV1h/IXsgIM39jasvGxaTt/PsuyskL7BJ1nPhDzaisJrA7wCW57m5mc7zZXNPlKtVv+jxe+D/jeYKXDja1NH2eAZlbWRXcd9FUKfYXBvYVN/Hv0/q6vsMt48s+MyooK23Zotm1b2/esr3/AwRWAiuugbGl51VVYKBl5njgn34eDw0N24VKWwzdiQQqy6fuZa6GMBJAStNI2OW6B+uxKqwRwAbbeluCKn2Zf/8Z37Ytf/aYFt8HP2+994rOuaMHAB0YBk3Ad08pyqK+AGlJfyRCXCoUcQ1sqLIxtQAJGOCorIAlqJQxuAATnAJQAxlB3oexiPwY97dAPwQYZ7rHBHu+XEa/6fNYx6VzQgnMoAQ4E4jg/YCEGDoJWXDvX97kvvP4z/boFgP0fxwbsn/9ap/0P7+lyl0pcAIFX5S27DrJKm+47uEIhJXCFCkvB2VFaya0QlRUpXkWQ+FbP50x729Ql/hgKq+bBD/r96BwPKwbiuimFFcAqDr6ue6lx1zgDS4BDrAgpSAUwAVaRgFAOooBSkbIKCCUoJTWVYBX74vSfP/1F//yhj4d4VqgCUXYBqtKKK8oErZQLXsVqPfrP/dccyMDLyGWQeak5LVil+RCDJ5UxT+K5EtdROWPKto4hd3AVq/0iN0zGnb4xPx81l+N7wbznnnDMU3D1Mz2aTw9+OgJPR+DpCLxrRgClFT+6PRj77q67IPiP4SQgrH4gA21wPblVX+/GhcCVgBE/1lEGAK+ALQAkjKNLly670QG8IqEKQYWBioMf8Bjkm9tbbhzk5ue5aw6G9ibQaHPbAFjAGsAV+cYGZZs2myhzcOkCdnA+uazRN+ABCUCDsVlff9vdqQBXN27UutshhhnAAiXMlSs5rr7ANQUQtO4rDG5lFFfBXTDESmGb2DFzc9NWVlZiZ86ctbKyCquuqXGlD8GqgXD+H/PuTjfmiGmUn5fvxjkGHYYg/QxAitXx1hzAof7CZQpowjZKBowojDyADdfhq7ddynZ4hYsYxjfujRiGVVXXbQ64gpHb12snTp90GIiBi9oJsIPRyJhguKIswujkHJyTNDM9ZWurACICuBPLZ8kVJahJAFfLS3vHE7MHY1VGK0YucwFog3oJGASwOX7iuPdniThdqyu2sLzk7oLHjr/sRijggH4xHsRBwnXq7LkLruhBrQMomZyZzrgKruKatRLiWmVcBXF3XF5yF82Tp09lVDkODpaAPGFVQZRiGOjAHMaVczKHxkbHHFIxbwFN3Ifs7MtehgHu98DBmWIpcU9C4G+um/4zjgBT5p6DsNk5B2M8FxjEQEj6wz1CmQdcA1y1tN5xCDUxOe1w48TJ09bcGsGWhSVX5wCHgFcxuALsAbVQZgGDurp7XXF17PhJw/2V+ezXuhACjAOwYojFNgschGsILqPEpgJcod7ifKhdAFIAMu4LIKi2rt5BlRRhQCwgF3AKACeIRt/oL/WkuAJcYcgHUAi46neXUpSAuAoy3uxraW21M+fP2plzZ9w9DgUWyjkUawBA3PuARwBF1HC4Di6tBPXdyOiY5VzNz4A2V6jNo+RaspaWNnv55RP+7KCU5PloaGo0zRtUe8BeB0MLC9bW2mbHXz7u7zhAeRpcMe/82VpdcWB84uQJ7y9wibm9uLTs9xe3adw9UdgBroAzt2412nvf+7zPe+5BuA/0scWee+45V0cB4nhucCV77wvPWfbVKz6/+YwiKDc/33ALJm6Uq0ETcIXaSsnViSsBXAHFAFS8Y5i3en553xBHDTdw3o+Us5/nhfdFU2OTxw9kH+84lJTMeYEv3mN81vs3vJs3bWR41E6dOuOu31wf7VJXgcp5LngueS+F9zjB2DdtfHzSgbyvVtnS5iC0oanZvyeA07hN8v0xPjZl585ddBdz+kLA981NErGjNvwfL/cSV0G53mWg1XZ4rxPEH8Uo3xn0EYBE4p8A/APi4sXzHvPLVyn0AO+4CN53F3v+8XNvB5Xyrr/HuX5cPAmKf+/eju3s3Pf5z7PT1t5p2zv3bXOL77gd/05EUQyY2+IfMDvbDk7dJba2xraS2FrMc5KeXxZJ4RqAU/sUVcnnuEzgirqvvl0VV/pV9p1//IF97m9ft089/Ir9hz/+G/vIH3zWFTQY+xjWgAzAEpBDyhzUWECtGHJgiKNEiRVYgCCgESouVC/AGgzyD3z0U34uIAWuX0AhABkJ1Q8ACyMfgIDhDmSgHQEHtmOjHYNdxj15OsXgSvviMtqlX/Q9VtPEKiv6zvUOzv9779fX/uG7GsInzl//2rc9dtU/+7UOh1asvvg//maPQyZiWqG+Img64KqsOcArwJXDq1vbGRfBvZhWK5lVBGMXQeKLAa5QabGCYQysGGtUVsBIqay4RsadMeDeCZo4FElcMuV6BygCdAKnBKr2ASlgVQKtUE25ckoAK5X/+V8FhRX1VVcLCADGUFihBpTSCmgFwOKz1FaH5QJXUlzJ1VRzQPOJ65TSSjlzjxRDTIGnGEwJRDFXlKh3WNJxaof5xvkcUh2i+qKcvqXnqj7rOgRryZ+Cqyd+HJ8e8HQEno7A0xF4146A/6c4Ccoe4NX+5bbllgDMwiAifsfVq7kOpWLFFUYmxjkJY4V9/Cee/zzjGgF8wGjFQEc5RZwmDFoUVCilgAoYDcQhYuUvVlna3ER1tWGdnV0e74TjAFmUoyoqqyi3vPx8m5iccHCl//qj+gGW0B4KF9KdO+1GwPTW1jYbGhp2wwnjCcjGNeFyeOFClp+nrq7e4/Rsrm8lca6Cwor/1gOt3DAEXM1PW0lpkZ2/cN5dInF5I8YV7mnNrS0egwXXEQw/oBPGGYai3PRQV2GcYqQL/qA2wEUHIIcCBfhVXVNtk1OTDm3qbt6048dP+D0gblf9rdt263aj1d9qcPcaYiMtLhHPZs16AVcnTng8GGJt4WrkqpClJVd+YYgCnqiLCozzYXAR1JyAyR7TaZUAy6sZtdXactjGsEVVwfEyQrlOlDPsA84poXCiH7hZUUfGOW6kx14+5i5FrFCHKx7G4/jEpNXdvO3AE0MPNQIuaH39/Q6PVhN3QbkJylUQw35+acHjH6E0w6gHHACKSGyjnMDAb25pMcaEsQJSMFbE4ULdQdwZ4hEdP3HS5wPxzgK4CgGy5Sa27MolgBvwitXrUOwF2HLh4gUHmWOJ+xT3HBcm5hvnxfAfB1wVFdnJU6etta3dQRFudteKSuzkSWJ/oQAj7lVQCgHvMOBd8TRAgG/gTnCnZQ6E2D8lHs8J8HXsZQBdi0Mk+j+P+2kC4GT8xoawK+xwvfO6KKGW3KUNJR/PLzCqs6vHQVZRcam7rFZX13q8K1x78wtwE71id+8Oel36DawCVhPHh/4RZ+qFF495G0AxYnqhRmLeorLj3UJcLhSSBFUHPtXerDdinDFOp06fdhdT4JXAlSutIniF6mlldcUG3U0121WfxH4DxqGaYyx4F+CaWF1d4y6+ACpiWwFSeYb9PqHEAjLOzztARo2IGpJVEaVGdJjgbqrLDk0BWKxY+NLLx6zyepWDL8DV/OKSjwkq0xdfetk6WUjCIdWyx9/7jd/4TQdXwFHKeU7o4/PPv+Ax/3AfJKYZ/X3+hRc99hnzFZc/YE95RYUv/DA5MZaJwaYg6p6vA6wC/FpdX7NOwNWLL9iN6hu+oAbPMO9PYCvKKt5BAdSG55V3JECL99X6WgDdzOlLly/5+97fcYnKcmpqxuN28c8AXJvXN7Zc7YoCkH9W4DrNO4fz8Q8H3v9Abt4TN2/W2drauq2vbvg/Lpg/vANwN9U/Pyoqq6yKmIaNDb5C5ObWlsctBNzzjAH5BOt8VcCtsDqsQJWUSvocVFhbroDlnUwbvI+3d7Y9oYLq7umxrEsXjYD4fAfc39k2VtxlJcH791A/7XhcR1YJBGzyDwDa2dratJ0dVhPccTdxgC3Kqu3tewFc7dy3yuoay8q+YpMzs7a+iToLl8M5n/O1dbUO3wBwLPDAQiXEWmu4fds6Ozt8ZUigVNo9UKBK5YJYCtz+tlVc6ZfaD3/4Y/vC33/N/vpv/6u7fH30Pz50JQ2GPoY7Kihc/lBFAbAAWXx2gJW4lGG0yzAXvBIEIAcSAD3IUc4QrwglzYf/w2texip2rGqHCxvnAWChbnJVSmK8C2LFhrrcpOIyGfTKZeiTH1ZGu0AKgA1QQQCC3IHV6ie8L1wv/QS0ESfsp/179Xf+wv7N6WH7pV8N4Oq///UuA179L8/1utsgqwMCrVBekeMq6EHZkxUFcbt8pNqqZNEDsb/n0oTHteJ4gq8DrVDOAawIvg60kvunICTXznhzvxgrgR7umxRN2iYIu2JQpYGV3PukpBKMyiivUuAqLgdikYiXBdSMoZVAFflRwRXwSgCLvjNfNFeYi9x7YI9AVTqPwVU8xzXXyTVfmBdsx3NIkEq5jmOucS49I4JXfNa2wBX91ByOtzWXlT8FVz/tE/n2PO7hwwf28OER+/7wgT04at0jNvmLqPZE1/yL6OBRzvkOuRdHudSndd76I8B/ihXnCldBKazI024JAJuOjnZ35+E/8zG4whhEaYKblxRQGCO4/qDSwIhdWV33BKwioagiYbhwPEYhsAnFDkou2seA6OrqdsUVRjjgam19ww3C8qpKy79W4HGbMIAwhDCIAGYYVRhfgiQCQxhY1OEz++graWJi0hVdhYVF7k7Y1tpuG2ubGXB1bye4l2hlQcZidn7KSsqLLTvnsrsEubKCVf+kvsB1ZmXFzzMzO+tKBNQIKHpQFTE2uMYoDhcGD3G36A/uaagcCPKOsqCto90VFyjEgEAhDtasG7Nz80uu5iDeESoOrgtDtL+v313/gCNST7DqI2PA2ACuUBbxGWCG0Qa8Aj5xvMaMY1BarWFwrqw60MJglssddRl/uV5itGHoch+YA0A4zsWc4VwyiOkDRnJjQ2MIjr2MO9+ix7EZHhl39RDABCCC0VtRXuFzg3hTtIMhHrsKAuXmFxcdWAGuABHE+nLVzOKCgw7KcG9CuSMlFhDkytUcj22EWxtwpqmlzePqoCAaGGAFu0TVg5tgJr5VgFau9FnGlXDWFlmVcXTEFSG4aKJ64zq511LYcS/mk9X2mPMnTp5ycIUiCHAFFEKd0trSZrO4g84tZFwFgVbAH1yvUOugpgK0njt/0YEXMXOAw7hWAa6AxRjBgGHOG64Dd7Sg3BC4Cuq6EANraWHRVyIEHqFMAugCjWmHuFaAteMnTjlQaG/vdMBFsPaiohJ/Tt1tdnbeARTACmMdlaXcBnHdQzkGiAOG8W5AKcY1ELsNcAU049qIg0U9VGQovIgbd+rM6YyabimBhoJX3AvNr9GREbt8+ZLPa56ncP1hDHi2iPFUU11ts3Ozrq7CdZWYa3U36xxchbHivs47oAXUMu+B9ICrOKG24rnnHQC0ph1iuAFFmX/Ma66VscNVsLs7uNPyrBIX8L3vfW9GccV5gTuMPS6E3F+ea+4HCssXXzxmzc1tNjM94/0EspEW5udcjQNYBVahkI3h1Vrioosak/hqLxx7yZWfPL963gHRjAvvmbicPvKsphWa/IOAdxrvVLWBqzUKWRbDoM/ENuT+8gzzXQBA532hdzY57wbeJ8QTQ+3q797NbYc8Og5lIWPI88AYEcSedxTfE8QmPHPmnC+CANDe2KA8LKBBPCq5CAKrBK7IKUeJtbMdwBXfG1J9xd9vxPliMRBWeqSNV4FWDqy2/XsS1/p797bt/u6ujwfx0HjHS5EMvPJ/qFzIcrC7tbVjpI2tHSurrLKcvHybnJ51yLe9s+vvgcvZV/09ur294TG1iNc1NDTo72q+M/iuAIwJUgGlAFWCVa6uSj6rjLq4EL7twRU/rYjX9O3vft/+8rUvuevXh3//MyHm1WwUWmsAACAASURBVG/9uQMpAA7KHGJTCYDIxQwlEnBLhntsnAOxBLIwxDHAyQEhnIO6gCqAFUoj3OLIib+k9qnDcRjm5LGhTlkMr/ispHrkMvhVxmclwAUgAejANXCtSlwXYAcVGNfPtQOw/ssX/+Gn+kX6/R/80GNU/Te/fMdVVkAr0r/4je4MvCKQOi6AKKUAT4wJ4IrPchVEmYXiKgRk33MRJF4W0ArlFcHxcQ1sH/2QA0fG2aFjorLiurhOwRYgDSCHMfIxTZRyUjMBgFA+EdBfUCp294sVU4JV6TwDqeQWmMS0iuux0qXAFPBKAIt+CFppv/oW57gK8lnACsUVSSCO+cE1OrRKlE4CVsxVxoH5oFzzmbmRBlB8Ts+ZeB6xrUTdeKyBVDqvgJVAlj4zN+knc5VcSXNXQEvPB/VRwD2NcfVTPZ5vq4OeZGXCh4PP2rO/yGj0b9LIHuWa3+rX+lbu31u5b2/SFHraTGoE3MVhO7g8uPoqAVYxwNIPfaBNa2uLQyF+hAOKgE78wMdYJCC6YpRQjkHD6nIY4hifgCvcP4BP5AFa8d/obQcSGPG4GwKuOJ7EOTDysrOvelwaP3Zj0w1EXPIADgQopp4SP+iJfQUE4wc+kIN9GRCTqAsALfxXnJg6/Jef/9QTa+VqTo6Xr68m4GqTVRKDuwljINXV8sqC1d+uswtZFzxOEyAE5RAGrMMr3MoSUIPqC5iDoUo/MIYxBjFwABr0D9CD0UT/qYdxRjwfYuXgDrS6seb/tT9z+oxf28jIsCuUFhZXPMj94tKqsRIc14ERibEOiGIc3NhOIBr7MKowFFFQ8BloRowrVhrDjdHdoZLYV0u4CC6FgOgArJWlZVeOAdA4HqNV/SdOjatSZmYy1wDMRK2BexLjocTYYwxjJKOSwfgHjBAIvKu7z4EGhqoHG88JsciYG/Q3pBCYHUMViOBtLC9nxowV4XAlwuVrfmnRFVfMGdQwjCeQgX1yEWPf+OSUQyJc24Arly5d8RUm3VDGVWd50XDRAQ4AfXBRA5q46gq3tZUlb1MBnVHdoDzjvgIkeU6U+MyYnzp9xtVVGOS4CqJQQnHFqpoomdzVb3HZ1UsXsi5bVtZlN9SBO6Oj465uQZECcBNcQt0EXCKgOmWoGIEbzHmeywA55iLXI7bD50VcKJP4WSxkgIqKGGqzc/MGPADu0XZeXkGyauGyobIpKSlzyEVd+kZ+5twFB488//SDcaWvADi2KRO4QlnDanK4hwHlaJNzoUbjvJNTs9be0Wnnsy543DagkCsIo3sQwFVwt+M6mXu4fAJkeAZ47sgBv8w91IEo8Wbm5zIupkXFRf4Mcp+47zwL1NN8dzDMfItihglc8dwDK0+fPeNqSQLxe0yzhUW/XiAeirPe3rBKKPOY+Y9LIDnnC+dddGDFyoesPEgsLOAV9+O553Dxu+H3k+tRP3VPmZsxtBLIIqefgCsCu/McaDENnkn6Qsw6wBVgT2WU8+4CPvPe53nnvABxYB7QiTq811ZX1zzeHxBJ/QZc8QwzZ1BNra6xsEX4RwPvDd7ztEtbTc1Ntsb3xGqIZYjbKa6qAD/mAG2h4ArnCi7KfP8QAB5lIIot4lqhtJKbIM8kUJl/NvBdJqUVeQy0mBe483JdvGdoF+DE9fJOZIXF2dlpb8PBVbS6X1AmEwD9FZ87imfH8Vzf/fv3fQ6iCkORCLRCdUWcK1bixNWbZ4bP93df9fcA75+m5maHViEg/IavUIiqi3ZJbDswS+JZvf/9r1oMsNLAirqkdwS40m+Zb377e/ZXn/2yK15QXgENMPgx5FFAAW+AH8SsAuK4u9nixzPqnRhgYaRj9HMsOUY62xjXmfTKH7vSCgURwcOzKkOsJlRHxHtC4YX6CsCCsY6BTi4ARS5QRR4rauI6MvTjXEAAkEb/OEcMIRxarQW1FQoz+sF14y748PM/XYwrlGa/dmHMIdW/eE+AVUArEu6CsfIKKEU8KymuCMqejm9FHcbtTPGiB2F/LmfaYRZB8BV8nTFUMHyprHSfgCncE0AJY8P4ybUOhVIcSwq3PYKwExPNgVWknJJSSgCKz9QjVxm5g6skzpU+Kyg7+1DgAZ1Q5ZGYf+T0g3KBK3JSDKy0nQZXXIerraJVJ5lHPgcTcCVgxBwFXjEmAleavwJYyhm7GFwxpiTmkbaZT0o8D2yT0zbnIud88fkpz4CrxF1QwErPjT7H85n5zlx+Cq70Nntn50eBOBqBdwqQOMo1v9Wv9a3cv7dy3zSXn+Zv7gjc294xUlBdsaR3WGo7zvXjfnFh1mpra+xKTo4bPBiGGB4ktgEW/McaIwQjACOsqanZ1R/ACFyfMGBQsGC49fWxUh7QY8Pd6DDwUedgCGGMYTisYmS1hdUAieXEf/M5ZnFlyV3yLl3JttsNDQ6cUPfg8sZ56+tveV+IV4JKAJUTSiL6BtBB0QDU4pwYabjHTU1PWFtbi13NvWKtLS22ub5tWxtbxqqC21sBWDEWUl2tbSzb3aF+u5p31S5fuWLVdbW+IhSGK4qGjs4OHxcMQCBNXl6+XxvqJtwVgRYANkAVY3inPajZgEGUkQAguAsCsDA4KWOcMcZxy2RZ9e6efgc9rcn4YlhjWNIOxiBqH66fMgxMjLLy8goHVzU1tT4O3C/AEqorjC76y33ARaars9M62ztscnzCAdb46JjDMMAXaiKuhzFn/IkXxvloCwhIH2gPo//GjWq/B4CAqalp7z9AC6jDcvHAJRQ2ly7nWFn5dVdpoLxi3gBPULvg6oXRuuJxtQCDQfni4CiJA0RwfNROZy+cs+s1N6yrt9u6erqt7tZNO3fxgqHGQl3DaoPESkJ9dfrcWT8G+EPsJVa8PHXmnAd8rq9v8DmD8QusAFwBBhxeOTALroJS/XAdqLjyCgocOjKnGX/mNPeGnHvB+BQU5Lviqrr2prvOTkzNWEdHt18vgawx/ru7+zwAe0XVDcMF8Pz5i4bSCWMd5RWKNKDPrYZG7zvKJozeYy+f9MDPnd29Njo65qvDAYaBEDNAnyheztIiap1ZW1yYsyXgyfyit19cXObnY9VKVnQjDk9v/4C7/jU3twY1GHVHx934ZuEAXw1udNzBlSAVKjACuKOaQnHl/b3d6DAOWMd+ylFc8W4gzh3QrqCwyF0Mca9ibrTduePPQ9WN6w6EUFz5dQgeeh5W5kPlCJjBxY/nHHgFJEZlCKAAXPEs3R0Y8PhpQKa8gnw7c/asz2tce6V8ZF4D4XnPOdBJzhvGEGAdoBCx2wjszop3xMuqqKr0+EislEp8K6DV8ZOnHV7gjktbqHmAQvSJ54a50tDQ6MpPVhsEUnGfgbhAD+bFqVNnfUVSXPuoTxudHe02PzeTmZtSWzFXQ1ox3AQB7ARzf/7FF6yyssqmJlk1EzfdBY/L9NJLLzqo4VqZr7wbcHFmvADePLvMYd6bvF+Ag/SB90pQWLJCZ6GNjU64shYlYf2tRnvp2An/JwarRjL/eY4BWJybOfnSSyG21vjYuC3OoZracojMuLHCZk1tvX9/9N8d8vOE93iIlQXQPHUK2FtlU1OA/wWPbYXLYHNzo9XWVvvYpMHVHrzasvWNDe8H32FARN61KCO7u7r9Pd3a2uwwjGNQW70SBUi/T5D3ezseXB2FMHMOOMqY4moI/OIzQI8VJfnHDeAKWIXKl/GanJh290HiX/EOOnP2gn+3AceBcAE6AawAVwArArCHIOyxKyDgSiosB1ev7torr+y60krl7yhwxU+if/jmP7rbIOorYl4BLDD8MahR6QCvgDcoeFDzkBMriST3QVRYGPBKglgY/YAAGesY8kAhVEXHC+fthaszDmBYCY8EwCI+E4AMcCbAIugUQytgRAyr+CzQJUNfuQCA4AV9ioED18n5uB76x/XiYtearML3yde+/MS/Hn/4ox9b/8xHMtBKsMoVV+/pNkDW//TeHldgkUt5xRhIcZVbu+krNAL6WEnwTMmirx7IWL2cP+dxsFBZEQgfYIVrI/3m3qAa47rie8F9YAwYNwCl1EnAH8EigNDvfuI1j1kFjJLaCvAkYEW5QBVlBFb/i09/0XPVEcRS7uDqL//Oj6PND37s0w6iUFMJXJHzWQBN4EqKq7iP9BmVFYk+k2eAVQKtpLZiXjAXAD2kGBwJXAlQKRfAErAiF4wSqNJ85zPPgNSIlDPXlesZELji2SJxboEr9WnfXI2hb6TEAmBxTRwDuPruPz5dVfCJH9C32QFHgTi6pHcKkHiSa9a1v9Xyd8q9eKuN69P+/HQj8Mp9YlqFGB27LO99L1mpaHcPYlFGMPLurg6rKC+zsrJSu369yu7caQsQIflPPUYgCXWC1DUYPY2NTVZcUmqF14rc+CsrK3eDqaOj0+NVYfBgKCi4+826mx4om+XFJ8Yn3JgqKS62qspKNyxQqmBkDA0PW1l5mRUUFlp5eZlVVVVaV1enLWM8jo9Zff1Nu3at0AoL8q2stNRBEYZNb2+PbWysu/F+48Z1Kyq6ZlWVFXa9qspKS0qssaHB4/xsbwKtQlwrKa4ErjAKV1eXbHFp3to7MEpLLedqjuUX5Fl+Qb4VXCvw5dCJh7O+tmrt7XfsWmGBFRcR/LfCuB4+A4XWVtc83e2/62OAkQ3UEthibDD0MH5QFQ0ODlhFRbkvHX/1ao4vSc9Kj8QH6+npdWMT6MS9ACKxxDzXNzExbuurq9bRfsfVA1dzrlhxcZEx3pMTqHAWrLOjw/sAwAK4oNa6VnjNamtqPLYPgdvrXH2Q5+o67hkGGTAKIw2QxbEYs4A1roGy3Nyr3o+6ulobGhxwoICCAahFXdqYxvVpatoqyitdkVNSVmalZeVWUHjNyioqbHh4yNVk3F9UZSgrAFaCV6sEfl9Zsrn5Ob8n14quWc6Vqx6/DGhIf8oryi07J9uu5uZYdc0Nuztw1wYGB6y8osyyLmXZ1dw8Kylhft+w8opKh5/5+XnW3NzkaovlZQVmD6qrjLsYqi8ULcS6Wlqw6Zlpq791067k4LJa63MNUIGLHkY/gBUVBwrFy9nZVlRc4s/J9AzuopMOXon3xFgSfw04BfzFHQ8ode1aibuSAXeASrgVXbmSZ8XF5VZcUu59BzATG6ruZr2fDxjJeAMAAVeKcxVy4l/NOgQiCP/UxJT3h3OzwMK1a0UOSae4RzOzDsKYM0uLyzY2Om636m9bXm6ex7RjJdHm5hYbGRn1xQKIc0fZtaJiD55NnCdUYxjruDIC4SoqqvyeE6S6svK6x0TC/RCFDnVRpAAwCgmeXVUVVuvDXcznAurEuRCg3YPlo4bClWzBhocG/d1A7DaeBUAx84AxAFDg1sr28MiwAx1gc15+nsd64zlEfUNefeO6txVWXwxBsrn3gCugkIPT5Ny4i/b193lwdgJss8IgsfjKKyvtUna2nTh1ysGm5gPPJc8zakfmg54dxjQ7+4pdvnTZqio5/7DNzc5bS3Orz+vLyTXxnHJcY2NDZsVL+uTvqASy8lkxrjq7u3xRgKxLlyyvIM/utLe5q27/3X67mpvrscZ45rr9XbLsAJtxQx1aWAgAbPN4buPjY1Z944ZlX862woICKy8rc/hWWlbm8cWWV1ZtYXHRY34BBC9eyvKFInj/9XR3+XuRhR+I1cR7CLdOcp6XsdFRh1rArf7+u75aKjGzAJsFBYV2rbDQOto73BW7r7fPz30pK8tKiovsVn2djY4OGyol7ktpabFdvXrFpqcmXG0leMU7nfe5Pt/b2bbpqUk/P/2oul5pxJiqus4/Xdr8+aZN/6fOveQfPLthdT/KcDccHRn2ucL7rqSk2Hp7um1zY936+/v8O+hqTq5V4zo/u+Auke3tHVZcVOyJ6wFy4Vp6k0VQ8liRt9ID7hNgHhc/4FiAVSEQPO6AlAtWyT2Q3BPxr1657/up59/v7xRXwfRPnh/84If2lde/7eorgrb/zscDVMDYF2zClQ8oohUD2QbwCJIAfkhySeM4EsY+Rj9AAMMdOARkwRUOeEVQcdzdfuXcqP3yuVF77sqUu8yh8KJtwRYBFymtMNwPA1cOKBKDH8NesMLzqJz+CDjQJwAd0IrrRGUGBPJV+QZ+2+FAeswe9/kLf/91B3G/9CvtDqgAVZmUqK7kNshKg8S8AuRlVa66iupq7YZDK1wEL5QHldWJBPYBsCpadx1YMU70lT6jEuMauB6uTdCKMWQsGDNUVgAeQA/gCugjIITi6d//4UOHVQCnOOA6nwWsAFUkfQZaCVypTGCL3JVXn/w7PwbQArTinIAq3BGltIoBFfultFKufsbQiuvQ5wy4+q0/z6jxuGZAj6Cl5gPj8ShoJXhFngZXMfBkjPVZ4CqGVwJXmvsCV5xXSRBLACuep/Q5hq/afgquHvf0vfP2PwnEeafAkie55rfqHX+n3Iu36vg+7deTjQA/uPkx+8pu+CEetvcAlpRXuFnww584GzMzuC9NB/eLzQ2HV8Ak/kMNhGIbkAFoQUnEf9TZh+KJ/8yT85n9uAmyHzcmjiOfm5n1mEqAo+WFJZuanPBzz0xP2PTkuK9y52qs1VVX+3R3o1Lo8b4BD1BEAdowyEeGBz2oLbCK8wYVQYAe/Dee/8739fc4sOnq6LLhwSHDcN/Z2sqorOQeuPff+aC6YuUqwZPp6UmPf9LV1WEdHXds4G6fzc6wOl9QOyzMz9r42IgbISxZT5Bf4Bpudxtr6369bNM/VE6oQ1BRsBrhyuJSEl8KwEUMqwWbnBy3/v5e6+y8Y3futFp3d4eNjQ4nq6stu0sYcIQV2gYH7/o4LM7P2sbykk0SK2Ww30ZHBv2YibExW5xf8HMQ32h8bMyDN+M2hFoNo4txYmwXF+dsZGTIFXIohjgH95J7iJHJPUTVQv+BZ7imMRcG7vZbf1+PTU2OG/dxZHjYBgYHXdECgBwZHjHOzRig6Ors6PRYQaihUEsBglA4Kb6Ub0cxrtxdEPe9BGTNzc24od9xp9Namlqt406XoeQYGxux9nZgSZvdvdtnM9OTDj24pvY7rR7IH+iKAg8lGfezt7fbuL+MO7CCcwtYeT+iflHu8GphzoaHB62np8vPKbDCPlQsjBPqFBLj1d/X58o3D6C+uOD7cR1taLjt6puuzh53C+zvH/BYbCxuQFwfYgjhWtfV2WtNja3W0nzH7t4d8nHnuehob3fgx3PJ/EcBh1LFocmCYjUtGYqrlWVWkVy05cVFm52e8Xr0jWeWBDgEoAIoXT22sGjLC4uuxOvv7bOe7h7r6el2VSOxeKg7NjZqba2tDpyZz7g20m9gFa6E9H1wcNhVVlwbqa+v35WVXBuqMlYTbWxs9kDzwG7uI31gHINqKcBLX1kQxRX3KVGToUBinjKPcdfl+lFScW9RK/GZa2R8uCZAO0pM5i/1AXC8O5gnvE9oW4mxciAUzQdW4WQ/Qd1ZNZK5y4p0vf19Njg85KCIGGsAU/qrxLykP6iYyAE38zOz1t3ZZe1tbTY0MGjzrGa4tOzlw4ODrgSi/1KSASPX14ISUO8d+gjA4n3oz+/ysqFIHBgaDGn4rk3NTtrS6qLn/XcHXOlITCrUdUs8j+PjPneYN9zXqalxb4v2ANkDfXftTmubtTQ1W293j7vKouxCIcpiCcOjQzYwdNeGRgZsdHzYhocHbH5u2lfc4/mZmBh10ARsGh4asNHRIR+XEKNqzQOt873A+wQlLHB96O5A5t05NTHpwGho8G54n42P+nuA2FZ8TxUW5ltVVYXfK0EqgJXAFdt8z73CKoKb68a7enBowDq7262rt9MmpsZtbWPVXfYc/NwL/9zhGKCQviNph/nGe54g+bxnaYs2Z2cm/X0/NjJuk+NTtray7nG8Zqam/fmZGB2z+dm5ANvWlmx8cswm+b6bmTTeZQAzwJOAFOorPktppXL6o/Q+4lsBsBJ4pZiV5O84xZV+9vzkJ2asnvfpz33V/uj//VsPpg7UwHgGQAF2BK+AJaiRAFAAE8oBJoAr3NMAJxjtQCwMeY7HyCexD+hFcHaUVyiH/u3FcU+Aq//z5QH7v04NuxshdWgbyICxjuEOrIqhFdtK1FE9B1jR6m0ZIJAoboAIAAX6hzqJfgN+uB5c7VhVkUDn1R3vM9won/Tv/R/+S/tXL/b7SoIoquQiKOWVQ6wEYLEfePU/v7fX3ps95coqYBUQC7fAk9cWPAg7qiyUV7gGAhAVfN3HP1oxkHEGuEjpw7VLZQXk4b4qAYvYBiJ94k/+JqOIimNYCVoJUKUhFZ9ZGVD7BbYEtziefcwrFH0AKGAV0CpWWwlgCVSlc4Er+itYBbgShHNwlUArQU3mA3OYOUQSuCLns+aBFFVpUAX8ixNzeR+sYo4n8zyGV162+gm/DzoH90P3ROBKucDVvj5G4ErQipxrYs5zXe90xdWD/HwjXNPDwXx79tln7dln86PA4w/tQT5lpGfsmWeftfwDUcmTOs884/WeIc9/YAee6IcPbDD/WXvmmaStZ561/MFD6tnDpF5oj3MfPGfob/4Ds4cP1O/Qdv6B2FNH658gzl57z3hfD7bHuQ+LcXWUsYrfcg9tkLGOi5LtB4Nc86E7UrG1jjZWj7rHuub9Zwpt6rqZF9qmnn8+0rh7bb+Xzz4T5o7mlvqz/7yHfUqN6SFz5uC9ONr9tqPMx6PUOazbSdnPOnb7nr1Drt2e9FnRM+73Q3MvGmN/dgcPPrt+PVG9R70LfqbxSrV/4HqPdl+fbH6+wc37KXelf4jzI1w/7vWDHGCjH/n8YMYgUL69TSwq4mbguhBib2gbuER8D+CUEp8VO0T1KVO8DnLF3QJcuRsjy4knS5nTJ865sRHa5ljcTdQ/cgEmtklAt81k9SraD8cQuDfEQfF4KAQLZoVD2vW0P6aV4JXaJOe/4ByreCoYWoAsUjC61t1o5PwcT2IbQzIYliu2jqvk6rptrm94UuwXckDQ+upaBmwBuFBvrWKcJtCGXEZqaDus2CVoCDjMrLBFv1ZX/Pz0QYlzE3Sdc5F8FcEkjhRwAPdC2uBc6+usPkYsm73zcC6S4tx4ngRzX11ZNU/Lwb0u9HXJ21hbo42QCGK/Ruwx4uSw+mHiUkcMI87l50uuNTN+jGPSL/omeAUcQhlFG4BPYNjKErG5giIqwCPgC66TAXYJNrEqoEMZrwuoC3CB/dR1UJXAK64lDbHUB47jGB0PuOIz/QzAhfOGQPWCQcAYbdMHEp8Bf7OzuN6GmEv7+xfq4XLEfmAP7pQ6FhAj0BS3v+yrRu5BOGAL4IoccAVEVP90PnIlB0fU41zzC15/Melf+hroP/1QObm21Tfapf+snqdzkHMt1NXxbGs/yruQFjP3PlxH4j7qCrdQX+PA+R6VaJd7o/bVR4KAE7xeCjVgUAZYRtCKc2s+BCVYWCgBiEXCLTUn96q7EKLw2j/3mC+LtuDXF6Ac85b74PdiMcxjxZhj3/JSmD/0198VPEur4TnjGQFWkbRNzj0Nq+6FBSr8+VkLq/AxN8OzFp5nnunMs5dsh+c1vAP07Pk7g+d8mXdKcB33989GWCxD78T1jTVb8/hTq/4upG9bvBuj9yh1+UziHcq7lX8Q6L2odw3vaL4feHcFZSzv1zV/3/Oe5fuC4wcG+i0/P9ehOWX6buM7Ik67/PNmZ9tw+QMSqQ981ylRX9+JyuPvT7WtnDrp/bv37puv3nt/17/b+Lznqo96KolZhZKL4911PwRUB1JlynaJp3XfA7ErphX7cQ3kvAArgSuBrAy4euX+Oxdc6XfQD37wI/ubv/uvrr4iBhFgA5UOBr3cBgElQBPgFW5qclETwHLlz8LHMrGwgFVALeAWYAjwBZSq7Xq/r6Z3rmzJwRWqq189P+ar8D17fNDdB6mD6yCGPca6QISMd5XxOU6CWdrvICtxFxMkACgAIoAMXBv9BqpxbVxXfe9vueoJgPLjH/9EQ/TYHAhIv//5r3W62op4ViSHV5HyClClMvYDrwBajAOw6lTRgqGyerlgztO1W9se2J7xw2VTCitBQ4AKkEVwBLDBmKBSA+4AfASD2AYUcX9R2BF7CnUULn1KACdBKyCUwBS5oBTH8BlwpZTeTznxsh589FN+PmBVDK7ok8ooVx/pG0mfyQWvAFcxvFKsLuYq16vE9QtakXPvBYu4/4JKAleCVMyLGFIJVgnAxrkDqwReUY8kiEW7OgeglHvDZ/VBueak8gzASlSCmr8CV4A5trlv72RXQYzjfODUAYj0wPLT0AjD1Mv2HtEHg/k2uA9mBQPzmX3kJbR1oF4Kipg9+pzpYOgAC+TW+yEZMOiZfdDnaP0zc4hzSHuU77+Ww8DVo/u9bxj2hs23/BoOAKoH4X4ccuD++o8+Z3qsHnWPD4Krg22mwdBRx/2R9zKBlwf4YmpsDj0ecPYgDdL2Q8Sj3e9wnW88H49S50Cn9xW8qWN34NoP3iuHcUDm1OB6P1LlAdAOOpiOwTB10/P90Htx4F3ws4zXIdeSut6j3dfwbB7lvbDvRr2JH3Z2NjPuE/qhTc6PdH7oals/wB3cJD/m+YGP6wIASvAJMLSTAliCVru7ux6Xg88CVbg9BIC1B7483tZO+EG/uxOWG6c/bnjc57/dwCdWIwxAbGdn21eG8tWhAFcJ5KI+/fV8O6xeuAfTAF7BaMJI2QaebW4HI8iNorASVeb4BILFnx1IRUaXDK1MngAr6nndCF4JMm04tCIIPPAoGIrAJhLGGjANYEXaXCNg8ZptbAYVAoagt40xCJBy96BVd6Mk2Pye0RmM2M31Ndta2zNmAS8YsxlgBbzymGMyOMnpSzgfhmpIe9CKc8iY9DxZ2XFtedVWl1ZsY3XNNn15+xXvqwzpNTeWl2xtHWMZY5uV0IBwwKEAHlaXA0zDldLB1qqAXwLrUtDKXQYTl70AmQJYAiasAcA8aP2eSx8gTtcb7gAAIABJREFUSQot8gCXQmBvDPyQElfEpF0BC8FCwQpBLLUnKBEDLPWPdgEkgBHBEeADQAVQEwOqAFFiABZA2oKDsaDuol3BMEGZ0I4AVmhTQIZ4TMALQRaHVUtAK4Kzz3uMK1SHgjihX0FppfN47lBlKQNWAFeZc0TXE6ATMIb9tBPc+sI2n0MZMcTCvvh6AV6hPvuoC9wK/eAehfvp451ASMCSErCJPula9vXfIRWgKsBZ3RddQ/gMICIQf4B6ale55oPGknKfw9xjIFwCnljVsX9wwM5fvGAnz5y27p5uV6xqnpCvrDDXCPBPCupDYBD3AlDl74dkcQSHhcCrZJ5yXagxN9ZZyXRvVUHBq5CzL/QvAK4AuXguNJ/9GUkgM8cAqkI8uRB8nc/A6wCUwv74/ZEB8Ly31pUCrOddRZv+zopgPmWC/TGwyrxHHWABsljYI7S5vbGVvKuT3P8pENqmPb6beFc1NTUYsal4z/EdwvubXN9nfL9lvve2A8wCVHG8f78lgCuGUTpGIEjtqfxReeacHh+L79Z7DrHubSnGJFArfOfKzY98V25/iVugAJVUVgJYQKv3v+8VB1bqWwytpL5i3ztWcRX/NiI+0xe/+k13FUMlA1QACGBUA6AAVMAkQSitZodKqW/6IxkVFvWUqA9scWg1+EGHQjWd77fKtlccXqEkwmXw/zkz4i6DwBu2n8+ZtrLm+w5pMNRJGO2ACeWCFVLZCFros+AVIEfqG64lBhcAC2ADyiuuAUUT4ApXPWADKwQe9e+LX/2GnS9ftn/2ax3uAgigQlUVAyxtuxrrPSFYO9u4DwKw/vXJIYdVrBwIvGL1RfrEGDPuuGkC22K3wAywSoJ8Mw5yC5TKSZDoAx/9lMOj3/vEZ92VD9gEpBK0AkjFyqk0uKK+AJWAVZzHx+J+itIKhZVUVgJXchXks9RXAlZxLnh1FHDFfNC9Z75wrwWEdN8ZKyWAEok5kAZWAlDkwKrM50RpxfOgJJWVFG9qV7nOpzwGWOpfDNlidZjmLtcDjGNOs/3OB1cHwQzPIVAjbQD78/lw0J59RmqNRz2xDyw/rvMg/xBj+OCxB0GK6gCknnVlWKYEA/vZQ9QhRzpXqn/J9R7aHqqWFAxLA4mfeqwYyzSgejjoCidUSfuZFv3YK3uSsaLuQRiRwDqd5GECHlJSufS1Otg4wrg/Sf90T+P8kWMaV3IF2EFQk6rC3X3y+XikeXTwTHHJzzJ2hz57UeNPMr6H37Mwrw/Oi9RYHfVd8DOM11HvdXT5yebBvh5+rX4Rhz4DB9v82Up2k/hWr+zi8hB+NOuHt8BV/J9qqa1QXAlc7e7eT1Y5QnnFf5mBUHs528Al/pscQBX/SWZ7L+1sa/89u5+ormjH1Vc7ybLlbkQk/zV3eMV/wzFCdmwXY4SlwamzFWAc/b6XgDnqxYl9+q+6G0sb67aNQgz11ibH7V99CqPDAVgCwmQEYQjJEJPyCsPJoViyAqGOUz2pr8gBZpwTRdiGu1aiLgBaoQgL5dq/uY5iSyqEYOxxri2MwbVVh1JbybEbDr8AW3v1Of8W7o2JGoPPHI/CCqXTOqt9kRxUhc/BHRIVVlBlYEwGBQXtBDUEfaevwagMoGuDwMur9G3dtt3Y3FNZOCxbX7aNzZUArtZQYAHRSBjdCcRipbKVlTAuKM3kGggcSKmtMvsU02dtJcCLRCUV+h8M9AAJkhUJgRyRiyExdxRDi5hZ2qf2HQokwE/GPrkAhgONSMUlOKZ2ArwKwAGQo0TsqwBwAmwCFoV9xFELwMcVP7ihJeCHtkmck7oAlhDbifrUC2oltgO8CWAJyCHgA7QKqrC5RKUG9AlqHqCIIA5t0Y7660onV7QFhZartOinBxwPqiXv0zJKMEEv4k4F5ZKfM1GhcQ26JuUCXNrngfEdNIa+o4Ly/nifghqOsfX7lKigApADTgZQ533OqLT22mE8AHns97FJXBApYyz83iXjvB9Q7d13yjUPyDlulWNx7Zud9RVDWbXy/IXzduHiBY9zhxszbWcg2Oqirawu2Oraoj8XPJe0wX3l+dRnlImoB/0cxHXj+jhfBKD0jNMXf94yCktB4vCM7d8XVJi6Fr8eYDGKSt4P/u4ICi7eAeHdAUxeTRSb8TsE2L5mvLM2Elguxam/hxKITxnvSoEwvUMz0MrhfHgX8n4J/3jYDK7crPrnLt0Aqb1YhLTP9xRjiwsm48s7WO9hASRyvusEnl71eI/BDdDBVaLQiuvoGHK+H1E1sV+f2RYsUl0BI/bpOxXXfLZfuc/3LsBq17df3Q2ufezzdgiszjn4J1KSUF1lwFaishLE0qqCHA/EUl/02c/5bgFX+mn07e9+3z7/d19zJc6HPv4ZhyAY0xjork6a/ogDLIAU6itUVCiVgFO4EaJcYh85ZapDAHagFW54xGrCZZDV9AhCTpynf3N62OEVIAs3Qlzk2A8QwGCPgRWQgkDjmRTFNxK8wNDHyBcIkPJGQCNWxAAvUMwAhehzadN9BxPf+Nb3NCyPzX/vDz5rrPiHegpABZASvBLAUryreJ8rrnAffE+3/dKvdtj/+nyfnS5ecPUW44kaDACIayOwBIhCfwEjXIOrdBKwB7CSWyDQZx8w+uinDHD1B3/6+YyLH6AqBleAJ0CUAFWcO6B67UtGQP9920mZ6rLvP/7Z5/1cglaPywWwYqWVtgWtUIvJXZDrzKitPhDUVtx35ongDuOCson7TS5gqVxgibHU/c9AKrkBHgKqBKzIAYg8Fxyne6J2yYFVnE/nj+GV5qH6Ry6ApTnreQJudW2UObj63j89dk6+XSscagADVNxl8KE9fJhOqK72q5oOXvt+yGIJ7EoJQfYf5uc8BESpVsowTkMBVQvqkDdoxyum+vdGxjn13+jcP9NYHewHrk4+TiiLBJXoA+dRwROO1aH3OLlmbzJzDXujqK30OKc/q96+cX/D/nHN+yHkXhvJFsfH4PNAhb2CR/dnr4671EXQ78jz8ZnkXsRNPcF2um/pz3tNAQ2TOXuUa3/D8X3MfN07aVAZxnPM96Xuj58L9+H0e4DP0bsg6fcbPuPRuTObR7neTOX0xmHPz6NAZjTG6WbexM+AIRI/nHFZ4IetfojrBz0/wEl8JgVgFWJsALCU+GHtxyf1cb+4dw9VVqgbH0fd+/cD/ArtBzeM+Py79/fOyXnT/ZIxojzTt0SdRbmXJbkgFmVSTsUQKbgOrrmBQx0lta/21CZteDuRGkvtbUeGGccJcGl/Jk9cYvYbaolrYaTU0rk4TkYpBprgE0akf8b9MVI2UH8zMTKp4wbiATciFBR7SqxgkO4ZvAfak9LL83BcOH/og4zlcL6wX23Qd9+fqCzccMfgXguKrNiQlgHtZShJEnClnGPYzuSxK6Hc+ihz18YAGdwY175DckEEcuqG/iWQK6mvPqbb8s/RMYCUdKK9uAwwg8pG8IicMiX/nMAeoE8GxnDcI1JQGSXKLIdD+9uMzx/OO+99CpBqv+IMkLOX9vrl/U7iSKlfOu8Sqi0USsn1x9dCn1m50FcvTK6VeqqjPD5WfcyMXXLdOi9xz+J7wb2LAZN/jlRY2qfjGf/4vGHeBbdQ+hvPCfYpaY7En7Wt/pAT5whI1d3daZ0dd6yzs93j0xEPiTY4B8dRd301KKbC53AuytNJzxHX7teXqKxU7m3pWctAqz3FIvV4Psl5NnWc+qF9od5+t0MdSx0HyOtBiQnM4jP7SZupdwrnIfEu472kd5refbybBK58f+Jazf69fzIAscKxvM/1blZbcbt6z6ut+H0uqESZvt9Upve8PpNTxvePEmUCUvrOUh7XoYx6cRnHUq7EfpXFberYdBltyQ2QXIHZ3a0wAVmUCWaprvpBu+8KxVX8Owm3t6++/m37z5/+kn3sjz7nbltAIIxzVyclMAWQBehpvPvAg5q3DH3Qmgc/mIFVqLKIzQSsun7nVbvR/qqrrQBXQKmC+i0HVxcrVtxN7tezJhxekROwnVhY5S27bvwDqVATxSvjATCUHGIlLmNADIEr+p1OKFkABUAFgQbcuwSvUDhxDKsvHvUPKPG/H7u7D1gJXMVKK22To7Qix3UQF0PUWsAvxhP4JzdMgBqgBGWQ+kvfgRhcJ+MCyAHySMHksAhYlSieCI6O694nP/tlB08AKymkpLTaB6TkBvjal/wYP07Q6jOh7LD6cg/kvJxTKq/D1FbqGzn7gVVcA0lqKwEr5YC59D2PoRWAhzER/BGwFDxi3LhXjGPsKhi7+rnCajXEQQMYkuT6CqgSvKIexwlaqb34Pglg6ZzkAmqCV3yOyxxGKlZbBK64TubuuxJcAWpwCczPf2TaZ6A+fGi48uBaGOJhPXsQPKAk8tg4+TaIW2JK2ZOGQwfeBSljHQggjrO/7iEG6hH69yi4420fcu6MIuZJx2p/Zz1e1t51EF9K0A2XwT2qsO96UyAt1WSAXAIhMaBKVfRrxj2S2Eb7buhexTRs2dePvWqcZQ++vGH/IjDCfXnwYH9iXrzh8ftOeni8sSPcb+DVG85HTnOUOvu7s+/Tmz92SfOPG59D5ms0lTJ9xIX04G2P7g81OddR3wU/zXg97loyveV+PP49c6T5Gbf5Jm+7W969+7aD693G3o9zftzqxzQ5P9zJfTuCVfxYFrjKxN9I/pOd+bGeBJHVfv3A1rHxeWJDQseT69wyPijTNrkMmHQ91VH/4886TjnGT7xfbcooUj3KKcMgImGMaVvl1NW29sV1fd8Wrn9BOeUKhn1AKBh4h7XhQCgBVWpbZfosI1Hl+qw+uNGZGMTaJ4OTfSojVxs6VmV81j7y9PHxPo5hvwxq9gk4AZ+4/rhOXI/jHAgk4EoGsqCVG89J2zLwdS7toy7gg3Yy+w4BAjrez0d9qbySbW8jASXUFbxgW30UYFEOFAHE0JZy9mm/csGTGF5RX3CDXAnYQcrAlzREilRMOj+5zhuX6XxylVMutVUMrlTXj4/OT78cSEUwKoZPfo2pPtJ/tae66ZzzoMJSf+Px4HjOq3ulseGzxkd1lLOPetrv24xrpJKjju5tuq7OwfGqR6524zLqah/95hqU1I5y6ul50THk6bmqz+zLzLloXvtzFc1r1SePt6mnMpWrzbicMvWLcm3HucMqQawUEOOZ1vuCY9jmnaZyzyMw5ZAqgv56TwKuUFFlAFb07uV9rHdT+p2tz7yP4+8Mvif0vUKufSrT90i8T8dQJpik/YJMfNa5tI883n9YO+xXio+jro6VukvtUe5lHAscSxRZuAwqqYy6HKfreteBK/1u+t73f2if+8LrHgwaAAEcwsDGYCfGFYog3NdwY2sf/ZA19D9w6EJOwu0OSFXUsOMJ17eqtle8jBUG8+o2fTU9ApLjNkhwcuI8obZiG1UW6qf+2Y/6ynfE3yL97idC/uHf/4zDEa1YJyVW2m1QYAOgwbaUO1InKdA35bTxvg9/0v7i01+yHx0xxtV3v/dPPh7AJ1YKBFgpoa4iKUA7oAqVlWJbUf7f/nK77z9ftuyugYwnSitBE+AIUAQIItgBwBDIUywroJUgELGluGd8RjlHQO/P/PVXXTGFOkoAK1ZKoab6q89+ObMPMEU9ylxpFYErjsuAKyDXa3tKKyAU94Q+yF0wDa7oK2UkwbZYZZUGV9wrEtf6KHDF/VUCPLqr3St7Ma4Og1ZyE0Q15YqrCEwBq3QP2FaSyopjgVYCVmyrTIAxndMHgao4p5y0T3kVQVddF0DuT/7ivxhz7p36dyiweQJjEuP3mUSdtTdGB5UQ8b6HD4AG4biM4fy4cx7RGN8HUNzuPlr/Dh0HdfqQc2dAz+P6rTYeldO2BgHDX9ved7kGpsbzcedM9fdR10Y5rmIP3R3ycBD45sOXCIxwvSk46nGnHnd90Vim+/emzcfoHCi2Dp2z++oc/JDu25GgylGu/XF1Uvf/Uec9Mrg6jHodvNyo5AnG63HXkrR61Pv6qGtNvxeizr6pmyit3B1vO8TZiH9Ua5vcf4zfS5RX5Cz/nax0RI5BIYClH9b+A3w3BJvVPnLqKznEin5Q61j9wPY2kv1s0w8l9UufyVWmHMNF5dqWMRPncRtsax+Gk7bJMbQwkthmn/ZTxraOTe/Tfsrj42WICVyxT0lGHp/ZxvBjW22rL6qveqpLru3Y0GRbRqiMVNUjVzvxMdqvMvqgMvL0dlymY3TezLk98PKjVGB7CjDqx5ArhlGCWF62uuxj5NeUuEitJqoswASGPsnbi7YxzklABNURFBDoicFXug0dk2knglICMQIj8WcghtpXucAGOWXar/4JuAicUK4y+s+2crWltg/LqQM8Cm6AQV21F0OKz3vB5AWZyDNtRQBNbanv1FEf/DoOAW9qU+1RT8eojM/xOGgsBH3iXPdAYwLYi/drbMhV19uLlXDJGMZ11V7cFsfF915jH9fRtq7FxyRRorEv7gPbmpsqj9uPt+Nzq1w5z5m2latdfzYiiKX9ylVPzyyftU2efq7Zz7MheMV90jn0XlIb+qx3RdyeVFeupkr9Y8DfNQ63gvKKOrx/1Z7eh8q1j1zvY3J9p1Cubcr5XtFn5fFxaejDZ1LcpspUru8xfX/F+9lWufJ4v5RR9EXtsF+wTH3MHJNAKw/MnsCr+0kOuOI4HavzvWvBFb+egDesPPjwC6+7mxlAAYMbmAK0wiUQyDK8EIKco7oSwEI5hNoKcJVbu+kKK2AUAAvFVf7NLQ+EfrVmw5VXxJaijP24FhJ3iiDkv/Pxz9g/fu+f7Fvf+b598SvfsC/8/dfs4edft089/Iq7taEe+sSf/o1/Zpv0p5/8O4/XxUp5JIx9lEUf/09/bX/4Z1+wP/bPX7RPvvZlPw5A9/rXv+Mqq58gOXuCv6+8/i1XlAGo3ghcCV4JXAGxfulX2l2pxRihsmJMUVqh6mGMpd5hzIEagAtURcAbVFbANhRKQB8gFbAIaEQCGrE6IuPh8OkzAUxlQFQCnIBOACpBqsz+qDwDrl7bcyV0cJW0QUwrwTLOy7Y+069MSmCaoJXyNLyKwZWAlQCjq+twFU0UdlJZAXdidR3gSu53jB1jKJCUhk0CV3IBVA64QmXIPARc6Z4IUAlW6bMAI7m2dU5ywTOBKnL6pXwfuErilnFN73pwlTJ8H/l4YnRGyp69einQsrdj/xbnkUvY486ZMnCPZKA+Qf8eBXe8w4ecO4ZNzx46Bvsv9dGfGKugssq4CSaVtULaPjdB9j3hWD3q2vaXo5g6qMBhnDPX6qc+HHDtAwNv2L8IXD1qUN7w+P0H7evfE9zv/a0knziv5uOhFZKxf1ydTHNv9thlGrY3nHOHzNfD2NORwNUT3ItDh+xxY3qU9p/gvh7pvXBoR9+cwrCiEUCI/zrfd4NAP271A5nPbLshcG8/tAJEZeJeRYFu9aPbj01UWXJd4Mc04IpjAVfxefRjXOdknwyEuEzHsI+E0RIbJLSjfTqePK6jcp2DfX6NUXtqQ/tkLPFZhhI55emyR32mrveX8yQqAhlu7MOwUy5DUedSOTkJo5BcfVB95RiHqqt2+Uy5w7LIjVDHkPv+xMBlW0l1aCNuLy7XPrUTH6ttzi1YpzLlOo5riw1qqZ/SsCouVxvkfnxkWLuBnVKjUEeQgByYQJmSgAMGuQx0+iRw4OeI2nRQkYArHUNd2hF8IY/b1T5ygZwY3ng7Sd+AI+n+UkZC8ZQBJYm6hzZpy+skwCRu2/d5HeoJXOHiCLAip68h1hUrEZL8+CS2lM5NrrZ0ffocXx/9i49hn/qo+t7+Ie2pru5TehwOKxe40j3TMRonP0b3J1JeaT+5jnF1W/I5Ltd+byuBcyrLtBPBTM0D1UkfF+/X8dTRs6DjdE2HlWv+KqdOvM090PG0xz49M2yzj3PH5ezXc07OPu8LwDiB0DwjOkbt6Ti9F/jM+ypTHrlL8x6kHvv9XDqnx9AL8fU8BmDyXovfy9rWO1s5bekdz7bKVcZxKtN3DJ+1n22+T/is/fG2vrOUs+/A/gQecTz1Ypik48i1X9sCTsrjuq6qipRWcg/MqKwU1J3zRbCMNt7V4Eo/nVBf/f1XvuEQ6GN/+DlXX2GIY8wDmHCvA17h1oYaC5dB4l/hLojyCpc/YBVQSsHZgVhKlONKCPSiLcV1InA40Opxfz/+yU98FcDvfu8H9qj0wx/+2H74wx89rqkn3v/a3/x/DuZYFfFfvtDvcar+5Qt9RiJmFQmgFaus/rt/G1wDWVERd0rGkGsGkihmEuADkOHAKoEXwJo0sJLSCoUVwIoVA1Gj4bYHcAJExVCKz3ECAH76cyGxHe/TcQJXGaVVBL3imFZSWsXgim0AlcOrnwJcCVhl4lpFMc1QnaGiI6XBFdAKKCQwhJuegBKgCQhFcqXV2idCEPZEcQWwAlZxP0iCVrHCSseTxwBL51DdGFzJZVBlAlb0MYZWAm7u8pjce67xXesqeEhA8n0Pqse7eQOXrscZq5nG4uDKAI1Hx87aD1lgN0cAKCkDPnPaQ/qXbj9T95Cx2AdLDtm/d2xwbzrgFrmvAtdCLKXYTTCpIAVWOt7VY86Zvpb0Z53+QLlDBOIZqUYY5ycGV96/gxDMW/Wxf8S+zGmPALeSuvvuxRPc78yp9m3E83HfjujDUeqE6vv6dlTo90Zjl+nFm/OsHAlcPWau4b73xvP7ceN1hHv9BPf1SO+FzDi++RsApFg9lf7R7WApAU+ujkoUVCqPlVMZEJXU12d+KOuHt374Yyxo23/kJ//F1g9+7SMnyZBQ//TDXgaH9iunnraVUxYbKZRrX7o8/sx2OmEAqYxtGUQqI9f5VJdzUZ6ur8/kGG0kGXUYbypTPfZRJiMyvT/+rHrkHM/5UXnJ0AQCpdvRZ3L1Q+1onz6rXX2O67MdJ45VvbhtbetYcgxn8tgIVpnK2UcZSdtxzraS6qku5XE7fBYQiI8RdHF4pHNFoErtcizbh4EG2qOceETUy4CJxH1RnwVs4nNqnx+fwCtt05YgEGVsk2t/uizez3Z8PkEh5eyTsoptLwdsLYTV7lZciRWgk2BbfCzbal/Hcy0qj69L/fX+ReOjOmpXua5RuY9pBJjUnso5v85NG5THifumuipXGzqHzq0xUXlcX+2ojDxTlriJqi/0B8ijdvVZ1yzIqjlDO5qXmfYTN1bqktQn6qq+tvWZOU9SXXLV0T6eR8o4j84Z72Nb5eu+yiBAKaxEyoIGqkuuZ5s8fvbZ1ufMeykFw1UnqFK3ffEHD87O6oJJ27zP9F7Vu1W53u/KKVfSMdpHzvs6/q5Kf8fou4hc+8g5ju833Pb0mTIl6sfff3zWuaif3qf22af91PHEORIgFSusgFXuLpj0Iw7MznHpPjwFV9FvqR/804/s77/8DXc9w20PtQsGOtAK4ASAkUsVCiJWxcONECXW7b4P2K2+D7iaCliDqooy4BZB3AW/aAsIARD60Y9/HJ39rbkJmDlTsuirAhLn6l+92G//20t3HWIBsoBWsYvg/8/eezhXllx3mv1vbcXGxu7EzszGzozE7i7vUfDeVcEUCh4F771/AB48qro5u1Lt7sSIkoYiJVFcShqtJJIlkhJFUSJFUfRG0szZ+E7e33uJh4cqVHdXs0niRWTkNXkz8+Y1753v/c5JgrADsa5UbjjciwOw44YGVAFoADKkIGKcgVaoj6SwQmXlQChxyQNYoXYCWqE4A0KRpKYSoNJ2reNCqATAYjvwilzgSnVkVFaJeosZKIFVUnvFwEqgim3uthhBKymspLiK41spzlUc10rwCqUZ46CYZlJdCVwJXgF4GD/GUbAIoCTAlA9WMfYk7l8ALOBK8cUEE3W8oBXbc8GVgJXaIxeoUk6fBK3oZz5oJXjFOXH9SWwD5v7gRz/9aD4MH0CvTsAL1ekQ4yRgwGUqBG6nYGKURqDDA2GXEOtKbm4Um7SSmIYkbWBkHpvVLA84oaiXy1E1nc1APWP/nMG94eqx3G7STiYoetTvGOYEBdTLxio5OF+WcZnLxrQKxYBZIc5Y7p7Q5nHIxDH5xuq0a5x3O5AgUhT5+Ufui2cb9wA1s/dJctLMXMj55FF2nRiW0+4F7qWc/mSvxRmv91nux7OUOdHp4xve89id5dxPK5Nnts3TrtnZwJXfVB67Lhp2P9Fj74L3M16nnUvmWp/xup4ZDh6/Th/kmqAVxgEGhH40k5OAT/ngFD+U88ErbRcQ049vcn6sxwZCbltqk3LedgSWZGCoHhkF2q56c9dz28zdr3UMmnzLbJNhxbKMIm3Lt656VB4DTNtkOHG8tms5Y6glBhzGmbZh+FGOetim9sm1rLLapnUZjZn1ZCavjOIpiq1FGRmFsdHJNhJ1qx7l6hvrcVtxPWxXfarrtFxlMZ4pg5GsunSMDGcZ3VonZ5vWtfyycpSXoa5jBAiACwIf7hKV42pFOY4hFxCI24u3+/48cEb1x23FEEP1qk/KtZ2cbcAf0rE2o/Vj+yOQJMhE+wJN2qb17S1mswsz5ZGjxgLkCFzF5XU+8bYY0ujc6Dd9ypxHNDZx+bgenavOMc5ZjhNldWymvgheqW2O0TUjV3+87mSc6DN1UQ/7Nc5eJqpT94L64esJpMyFVRoHrzOBWb4tUTvRDsdz35PHdXMvUlbgyvPoXlR5cj0Pep7i8819ZlRWuY6Jnz0tMwNpFlox82cWFlNG7wgt6/0Rvycow/bcMtl3677PJuizliYzC+odwbF6pypXfVrXe5hc3wd6H2sfZVnO/Q5iXd81WibneyhepwzrcVJ72qYyOlYwinXBJZbjdbYruLofx/do4gaYC67eSYAW5QFXqov24zrpxzm4yvMr6oc/+qn95de+7S54uIkBJjDGMfZRDhEHCyMdlyuAFEHcyYmLRWKZlAlCnvptV7Zg9KPo+vJXv/VzAa0YGtQJVQE6AAAgAElEQVQyBJJnZkRAFeAKlRXwimVcCFFY+cyB/+qxb8clknFgrGI4AuSgPgErgAyqIoAN0MpdAmMQ9Jt/llFYAa5+6/eeu/vkF770jWMASpAqVlaxLd92lcmFV0ArxcRiH0HCiZ8FuJLSCnAmV0HuiVyQBagCWnEeJAEsXAMBVnJ9FLQiz+cq6AArcRdkjIA6MbRCqQQMErTiXmRsgUwZaJWoqwBVKKyUa9lBVhKAXa6A5IJVgldxzv37KuAKeKXEdVcSyOI8BK7IAXWf/Mxf2D//y0cf6OZ5bZxpU154oSMBKhfecAgVgMMbdqFk8pgixwHKG8CdAFgIzo56iHpZDpCB9Qv2xrFyoa5jzIt2c9q8QPseh0mdCvlpxvgxl7WkvgvH2s3XP2JQX7DJZ8FdLj6X09rOwpKkXzn99nHLHavjpxCtna6g4TyPwb3oqLOO1WnX+LTtz5+VZFzRaD8+1zOPO/1MxoTg3h603wPPn0Fho3P04+N76+Q9k9u/D+5+fIV7Vv3NyXP79upj9+Jz1/gCCHk+X/VZOTO4iq6l2jp5f7/P8XrZtQZuneE5fqUxzrleH8QqgCkDpyIVFD92+YHrP+wBNolbm4CUoJXAl9RVcf6EOnJ+5Mc/3uMf62or/pHPNpWP+0OflHRcnOceFx/LPhkpOsbPMQJXGFGqn5x1EsfFRpG2x2W1TFnVo/bi8lomlxHHMvWTMIqXFubc/QuDLreM6iRX0rHkKs9yXC/rAKsYWvlsXgmYkkFITrsYr+RK2q+24u1xu2zHYCbnGOpRnfExsXGssirHPhnqcT+0PTbI421sz92Xbz/Gu/opyEC53Z2sK6Bv38nOLqi6yQUV1Ja2xVCAZcopd+CRuMe5SiaCR8ALQRYBkhiS+LEx5EkAiurnnlGwdpXVOvtI3o9kWbBE7ZLHy0AR3+blN2xrYzMDrlhWH9VnHX8azFLdKk+eTvqi/sZ1qH4d5/uSvuicGXPOSeOrPHOuCQjjWM7H60zGUGNCHtcX1+n1eR3h2iwtLdj8/KwtLc77WKs9cpLa1b1AvSz7etIXwSuNbwyftEx/1Q/lqpt2TtSX3GfMVLi6suh9o0y4nwVzmbUwjBdupYsLc34ezHq4k6ir9KxynJ5TPSNsi/d7/TznOzvuTrq6umpzc3NeL32Mn2fVx/F6T7Cf5fhdqHXeaZQN5VGI7nkby8vL3gb9Zx/H8s6lvN5zWmZd70aV0/tZ7372azn3e0LbOYa21laX/fqyTlkHSf4dl/2jhevNuK4sL/rYU071avnddzg2bBdQ4ruQ9lRnXD/7SOwjAa74nkVhdQxe5YArHadjBcCo+xxcveDX0z/907/Yt7/7I1fsAJyAWAAJFDEobgAcX/zKNx1mYODjdoXCSHGxWAcUABYAF7/3ua/Yd7//4xe0+NHbBfD41eJV+5+vzjioilVXQCvFtEJp9a9vzlvz4P/h7pQEYQdaSc3DGAAspK5S8HW5BjKugCCBIkAVCXhE+tRnv+wuf4w3arUYTElRRS4wpf0xvGKZMvG+WG3FTIQcT9wwQStywSqBKqmstO6Kq08cD8QueEUOuIphlZZjaIXqigS0kvKKMYqhFcAvDsp+GrhizBXHSgorrgX3ItvZL3dCciWBrxhesax1lRO8ikEW15dEn5QEraS+Og1cAedIjMtvfOoLH72H4MPukbsDEcL7BZ+kzAtK+K7nZywXXJBe2OLLmjq+/6ztctSrlD3eSubYD7DnuS2cXH8//T1Z22veAriK1Hhnae29nN8ZjznL/XiWMmc5jfdU5izncZYy76nxPAclbb3o/n5f4/Wyc3nZ/jxd/jA38QOYOEsAKU/RP8/8kBaYQpGlMpTXMewXrIqX2UZyF4ZEbZX7w1w/6PVj3dujzSRxvPZRNjZQMDhkAMlAYZ0yHK+6M3UlsIvjKKO6ZNiQHx4E40fbqJfj47JsU3vhmKxxpHqVu4tLTuwr+qj6WY7PQYYaBt3k5LjV1VbbQH+fG4BxWZZz+8A2GYKqU4YdZXW87wNsJQAL1Qbl4mNVVv3RfuWn7VcdtJd7rIxeyrCM0RsvU57tYV/I1V5c7qQxHgxsGfPxftVHzn4lysTlc5e30wFK+XaOTdQyDj9yIFQMJlS/6mNfnNgOfPAUKZuoV5AG6MMserkqJgx1jqMO1cm6lsk3iTtF4HQHWGGZdU+ZbdF2dwcMLoNqj1z9oU+k1Maa9ym1vm4bqQCwAFepVLav8THUoaQ6vJ7kvNSW70uCp2tsVJ4yGgfqPpZyQBPHaly0zDkzJlzrGBCpTWANIIJx1RhRPq6HY0m0TX/GxkassbHeiosLrbPjkVGH2tNxcR0sx0nnQH9y0zawNKevqlv3q66/tqs8OUqnxcV5a2yosweNDQ5OeG7iZ4f7mrpWV5ass7PdykpLrKS40KYmx70cZdnvz00Eq1WH6tM6/djZ5vnYtunpaWtqarKiwkJraX7g5817wo8RBCNPlnm22a9302l5eAfsWDqdtr6+PqupqbGKigqbn5uxw0Pevdl3G3WQ9F5mWe9ivru0j+8GymT2JfBf73q26/tG20aGB62mpsqmJ8f9OPbHiXKMR093p1WUl1rTg0Zfd9CUfI/F32WUJ2kby9THutLTJ1m4Fe+Xqtm/WxNYJfdBjgVUCVJpXTn7aOccXJ3xV9a//Mt/83hUBHMn0Pn3f/gTjztFrPOf/PSf7ct//Q8ed+kTn/5iZsY73Nr+z9/4U/uTz//tewqMfsauvdZiw0u/Yf/u3rIRr4q4VswoSI7CymcU/LdDDrSYNZC4X4pnBTCRGxnAQvGMUNUAq0iAG2AFyiQgUAyqGDugES6bqJ8IoA+wAjyhuFLOcpzYTgJAxYBKAItcaiuWAVdxjhsibQOrBK2ktMpVWQlckbMvV3EleBUrrgStyGNwpWWpreL4VsArASsfx3dDfCsBIoAREEngCTUVkApYpSRoRRlBK0Gp0/JMfTufOga7VEcMrnStBbAEsQSt5BootRXrUlw5xPy1P3T11ac/9xV/nl7rTX1e+fkI/NKMQOL29Utzvucn+ss0AgAoABE/7AWeBKhY50eufmQrZz/HqLwgFtuAP0+Ontg7T56aB35/En6I60c+P6BZltFAndqmH+dPngDD+FeZAOvJrITH/lUHjOxnYp4cHoZ/3AWEVDd5roEi4wZwkwmIDtg5IPYTwdIP7eCQWRKzSiY3hBJYh7HlcaEUiwpVAMsR2HNglQQcpj2BHrWdm8cGHHWvrCxZbW21lZQU2dTkpB3s7WfS/h5tZcEVY38sXlWitpJhqLrVj3h7MAqTWf1cOZG2vWRcVF59p6wS2/zY5Nx9HCO3oPhYysUAiWWMY4AZBrdyYuXs7e7a7va27aa3PZeh7OUTo16KFI7Tscq1T4AgGPSRWipqk2McHiRwIRjhW4Y7XEjZZbnHEd9pa0Mxnja93NZmgBDeJkAlUt4INAAvBFLYRtDzbCD0lG1srtvm1pptpUO+ublu6+urGXAj2CLAoroEgMiZFXBjY8M2UilbX+f49Uw7qVRoM7j2AWFC++SUY//6eoBloU62UWcoy/61tbVQ71ooD8AKx4W2QtlUArPI1WZwreMcAFGpjRXb2Fz1fD21kikf+oT7HSqvECSeOsJ2tgGQAIpZAMk1ExjKXL8obhTXRCAszpeWl6y7p9s6uzptcWkxAwl1DTW+1Kk2NtZTNjoyYvUN9fb2pYvW0NDg46G+cqyrxwBmyX2g9r3eBH5xf/h6OpW53lz3jY3VDGDjGlBGbXPP6F7iWVC/gFVAI6AOqqfBoUG7cvWK3btXYCvLy7a7veNpb2fXdtLbtp3etp29XVtYXLTO7i67e++uXb580SYmxvxZ8mfKIVh4Lv35SGfhH89TUGruerucezq9bVvpHZubX7RH7Z129do1q6+v9T5S1stvp+1gZ9v2d7ZDngRy5/nWu+R4vuvvdncN3A3Lm1vbNjo2YVXVtXb7zl1bWJy1g8MdOzzc9Xx/f8/dCYmBxXFhPbyX/d0cKVP1vaDvBt5X+b4z9N3I8Q76ykpsemoi/DECVHrC99wT/57juy69tWWTExNWXl5uNdXVfl2ePn1q77zzjpE/fYp7/VP/Xjs6Ct9x+k7V96BUUnwnhu/FbHnVIXDF96/HtaJsEqSd3L+3+bMoUTzH371SX52Dqw/4Vx5uht/93o/tW9/+gf34J/9kP/2nf/6AW/jwqgPK9U7/P/bv7y3bv729YARo/x/enPCZAslxF/zf7y554HnifaGyIoYX4ASQAbQATgBeUNQIWgFtgDkAK2APKisA1X/+1Bc8Zxl49Buf+qLPGsisiIJWUlyx7sBKeRTL6jRwFUMr4BWJOhTrCsUVfQBC0T79iqHVy8AVKrzYVTAXXOXGt5LKivw0cCXFlcCVABAwkPEFXslNMAOaklhWwCoAIgn3VimnVI51tsdJ21Q2Xo+BVwyvaP80cEU/Y1il/nNfaEZBwBWJsswSCRQ+/5yPwPkInH0EUN3k/ZwWaDtv4fON5yPw8zUCgk8OnRLlFcv8OPYf7ok6SQDLf/Qn4AqAxY96gSvPDw/sycGRPT16Yu8+fcd/2POjnOPiH+napu3KgzFxZPywz/64D/+QO0A6wGVkw3AZwWDzYL0Hx2cWFDghJ+k42tA2QStADeeAoRNiqOzb3j4QK6ivBG44DkNubm7GoQLHAIzIlXZRLiUwx93vIrcY6lFf1B/1RUYbkIc2enu7HVqNjAxlDM8svMrWo75l2lJfIiWXyijPhU8YwZzT7Oy0t63+qxx5bGD6emJ4YuhqHNken4fa41jBKuUyvjcx9oEDDrC2g3GdgKPdnSzwygVXOkY59wPLDgQidzdghQOAyBgXsNK+XPCB8ZkmllOSUBblushpW9i+aVvpSBGUzO4HaKBuQQctA0UEZASGHGRthWDoAe4AiVazqiXAFGolVFeJggq44WWBQZ4ScBXBKOpfXw8gS23FOf1QXwLAAl5RT0js0/GCYTpGx2k9rjcsA5+y48J4008BuVRK5xcAGMcA88JshmEWQ7WhfWE/MClAHYGdOGd5K1E0cX/pOuveYP3xwGO7duOGXb95w4ZGhh2ebW0FdZnfSwk04r5Lp1FNCVJuefnLV69aXV2dw7zs+Qdlm5RxapecJBilfpBrX1gOsEr7/X7OuYf03HAvEbSd9x/gKgC9LZudm7NHHe02ODjoLp0hJlnanysgFuBqM73lKbW5YZXVlXb16mWbmZlycMW4CfYqpx9KvBt2kmDstM112dpK21Z619I7ezYzO2/Xrt+wuroaf+4Ernju9wDTwKvd7IQPAtN6d/DOOPR3V3gXEzvLZxDc37ed3QMHZA/bOuzmrds2Pz/j7579A800yPfQof/5wHH+x0Py/cT7We9evgNIvIOV+N7S9xvbtJ/tJI53F9G5GX+X8d3lf74cHtrh/kE2HRz6tQBqcn9wbfQdpr4Bn1g+8j9knngfqE9AScAq+2cOACqAL+rizxX9ccR3dAyxMsAqgVb6HhcMQ4VFvayfg6ufr99pH2pvmc2QAPPAqX9za8H+1xtz9q+uzdr/dHnaY17dqk97QHpifMWugahtgBCACQErlERSWAF0UCkBhQStUKoBjRxeffLz9sk/+JIRdwpoJVhFrpQBV5ECS2orKbAEsASplOeqsVinLWJo0R+UVqi/WBa8iqFVrLTSMtAqV3EVQyxAXQyuGAspz8iBV+QKzM64CVq5i+C7f+DBy4FAJEErxhqgJMWVQ6gkvhXLAkzk2qf4VoJSvp4EbxfEOgau2JfUpe1yG1TbtJ8Lr4Bq6q+AVZxzXiSBTc75Nz/9xZ+b+G8f6sN43tj5CLxgBDzGGbHJIn4VYme9opvgC9o433U+Ah+1EZC6SuCKH+mCWb4v+YHPj3mHTYk6S7BGP+4BGCQUV0cHh0kCYAV1FYZDpo7IbUMQ550EbrnRcBQMkPAjnX+ms3VgmPb391lLS4sb3cAmysnYoD4MINa1jXUZJIJFMkg4j/19VFNZYyn8ax/c+CjP8Rhtw8ODriYgxo3Ol+2hjlAGY00wxyFQFJ+KepR03qzLcCPHmKWd0dFhNyJRS+zv7GUUVwf7oT+Z80iUXbTl7UUASW3pHLROOyQMR2KxPHjQaN3dna6OcGMTl73IlQ/DU4lj/FipJpLcjdNkn+onl7Gt/aoHw1gGMcY6Lkc7W9uuYkIdAriiLY7XMUAnyuo46ghGf3bWOEEC5bEBruUYDgh6ZMASap+tLdvY3LQUMCUCV4AqVFdKrG+nQ58cQiSqGuCUXNCUC2CRA2AC3AmKJi0Dh4KyKesq6FBqfdUVW9RFDCN3cyNPoNXa2oqtrKzY6mpQRWXUUYmaSutAFuIQsU551qW44tjlZephf1ZtpWMpp2PZpjrIBZgoQ71A5bCdetb8nqava2urQbWVlFN96kMMqHLrpCzlgGEomrhuunZxznJ8j3Cv6HpzjYhNVVtfZ5euXLa3Lr5tD5qbbHVt5RhYOl4f8BGlHfdr2kZGR+zi5UuuuNK5c84rq8u2tr5i6wC5CFTRpmAdy7pm5AJx5IzNKq6LKLYAoXIp5X5J3D/Zxn0qRRiKJynRyIFRa6lEbZcCbmWD6fNMAWNX19c8La0sW2l5mV28+JZNTU34s89Y6RlhOcBRACnPXIhlxRiQsu2mbXUt5QlF1MVLl62+AWgT1FnkeobpP/cq/dc2nnG9AzPvll0AGe8z3sm73h5tLK+sWeP9Jrt1+64tLi76fiDVLjBsb89BEfcNiXeF3s3+ro++E/hewM2QPy34s4E++jtb7za5STqoS/v7nfcisJV3Ece/886RHaLQ3T8w3tEo8lZXVmx+ft4VV7W1tX4OwCZAFYm+cg8vLS1lvrv4HhBMEqySQsph2lP+QDryc+M+W1xc8Pcf/eU7W0orASzBLHKBK+pR3QJk5+Dqo/ZL7CPUH8BV28iv2f92Z9HjVxHn6sLbk66+qu586mosZlWcXP8tV/UAL1xllcAIVDQCVkAbgBWAR254UlkBrQSufvN3nxuz+QGfpLQCUgleaRnXQVJme6S4ErgiB0oJWClHecV27UNxRfwyIBTQSsBKuVRX+fIXgatcxZXcBAWtGJs4Aa2AN4yboBVBy2O1FUCQJKWV1E4ApBg6AZjYxn6uywlIhdIqgVXEvdJybh2+ngdcAcJiKKa2AGncA0qAqtPglZ9XAq88OPuv/6Er7j5Cj8B5V85H4OdmBJh1jhkEPTA7eZ4g+z83J3Pe0fMROMMI8KMeUKV/ccm17tsiAMSPbH4wyxhkmR/9GCMktuPKBrjCdSL8Gx1AEkaJGy5JXBkMFzdakgC7QDEAC9tRvfBvNQDJDbL1Nd8OCFlfW7aGhnorKytzAwBjACPnYJ9AvQFYkWPgpTDolxfd0BdMoY2joxD4l74HQ3HTDTcMUYwKjIsd2k/UQhyL0fnwYYvdu3fX409hGCkJGmHcaDz4hx6XP/qBsRNDI85b4IntMZhZX19xBQTGJMcDRzA693f3fDxjxYIbfAlUow+078ZaBMPULjntatxZpt3lpQWrq6u2wcH+zPnERqX6Rs4xJMaDdjh/gS6O0XHxMSwDAjBWF+ZnPZ7OzPSkq7yWuTaoiBJVS2pt3RbnF2xhbt7W19a8fxwLsOE6cvwCAevduA9KEK4L6ysri+7yhEptfHzEFRJsZ38GZESwTMctL84b/SGgMlBobn7OhkZHbHB4yKZmpm1lecVSq+s2PztnI0PDNjQwaJNjE7a8uOTGKq5taoecuEnUNzTYb/2Pe210ZMiIx5NaX/H7n/thdXXFYwKNjY15oGlAz+joqPX399vU1JTvRwEHwBwfH/Vzn52Zssd9PV4n48DzxvgRd6m7u8M6OjpsYGDADWcgD20QKHtkZMS3z87O2tzsrPX29noiJhHlaHt8fNx6enrt0aMO6+rqscnJaVtZCXBqaZFxnfD+zczMeP/oZ1tbm7fJsdQBSEDpw/ZHjx4Z57a8vOT9ZFxIXGuer+HhEWtvb/dyXV1dXjfHC04BHlienJw09lNfZ2en17+yvGSbSVwqd8kDZEYKKb9fkuvO+0gABnjENef+KCi8Z3UN9Xbz9i0rKSu1hcX5oGjjuEQlR50CRCiuNtdpJ+33Ba6C9fX1NjU5ZT3d3dba2mqPOtpsdHzElleXbH2DsVvx+7Gnp8uGhgb83Ilb9+jRQ1dULizMO7zguhC7iTp4v3DN9e4g9hTXfGjwsce6Gxsd9ncZ9+nYyJA97uuzx48f+/XhOg2PjlhHV6fXt7q84u8Oh6tbaVtfXbPBgUFraW21+00PrLHpgV2+esWuXLnk4Ipx4t3Fs8IzhuqztbXJmpubrb9/0O+Hzc20bfpskpTbtNnZGb8H6hvuW1Nzq1VU1ti//w+/YvfvN9j2dlapRZ2ce1tbq7W0NFnbwxbjXHiuM++V6P0S3mW7DvZ4LpqbWxxYNTQ+cGh16/Ydv+cC2ApB27mfeQaam5vs4cM2GxkZzihj/c+VRHnLdxiJe2FoZNA6utrtYftDGxkd8r5wzQf6+6yj/aHDfJ5DXCnp+/3Gen9fcrx/jxwcGO+sgcf91trcYg/uP7DG+4125coVA1zxHQawwuWd75Tenh4fz/uNjR4PjGeEd6n/IRTNaAgYYxuJP1R4/rgOpMbGBuvq6vBz03c1kCoGWFrO5NEMiAJY5+DqDD+OfpmLdI7/Xw6q/pdrs/Y/Xpyy2w3bDqxwDWTmwKn133ZgArAAUKCgwSUQIIOKCGCF8kiKJeCPlFXkgCqUTrgF/vbv/4XP7PeVv/4Hn3kR8IRqSrBKaitygatj8CqJgeXHREosuQgCqP7kC1/3OoFYgCvq/t3PfSUD0+I4W1Jb5QNW2vYicCWVlYCV8ly3QIAV40UOtAJeAXKkSBK4ktIKKMR4kwBTUlORC1RJAQVQykCrCFYBqgBWSgAqqamoJ3NMpMRiW2Z7TvkYXAHVBK7IBdtigMWy4nXpPDl/7onzz/kInI/A+Qicj8D5CLxsBPSjOc61zA90/YgmJ6gvwWcxvvgxj/Koq6vT1U/8qO7oaHfDeWcbtQyghCnOd92A7e7qsuYHD6z5/n1ra2m1gf7+YHwksUlwTxoaHLSO9nY3oldX1216esZaW9usqanZpqenbGVl2dsrLi6ye/fu2cOHGIG9NjDQbwsLC+4eQtwXfui3trRYY2OjNdTX28OHrTY3MxsAELNTbWzY2NioGzocz7FDg0PW0tTs5R803ve+rK6tev8pT99Ky0rtxq2bVt/YYI86HllHZ4cbb8AzVAjEy+np67H7D+5bQ2ODNbU0W/9Av62srtiOTxsfVERAJAwfh2n7gLeg2sG4a2p64EZPdXW1G7MT4+Nu4NIGcb08xhUKsQT4YeQ5TErUXIJLAkwOmRJIlQuUAE0AkeqqKh9fj5mzQywc4lAF1709lA87XMtdY5ntnkcxpoAF1E19LMcAi/W52Wl71PbQ2+G8CLBcVVXlOQYmSpv5hXk3uqtraqymtsamZ6Y94DSxlgYHBtz1pqy8zNo7222d+EuoTdJbtrG1YWPjY3a/6b7V1tZ4G1VVlQ5GgAMYzeoXfQkuVpsOALhvqmur/boS76inr9fqGxqtpKzc7hUVW3lllYMB4ACuP8SuYTZUoCn3DXGENjY3LLVBAPOUn0PbozarrKq06ppqq6qusvKKcr8PuScBo6gyAD+MQWlpqXV2dnhfS0vL7d69QodHw8PDrugpKLjrx9LP+ro6u3v3rh8zMTFus/Nz1tza7H2vq6+zyipiopVZW1u7u2xNz8xZc3Or3SvkWSmy9o4Ov28Li4qsuKTYBgaHbGl5xbp7eq20rNwqq2o8flBxcanV1Tfa2Pikzc4tWHd3r5VXVFnBvSKHEw0N9628otKKikrsxs1bvtzT22fNLa1errikzAALZeWVDqjWVlfd9ZDryPXgmS0uLs5c/9LSMuPcAWZLS8u2ntqwtfUNGx0d9/5UV9caYKSktNxKyypszJ8HQFhQrrk7YqJEAjZxvYMSKVa1hRhdqJp4T5VXVNjI6LhVVFbZjZu3vZ+4RLrLZuLaRz1ADIduqRDwnnoHh4bt7UuX7U7BXSsrL7ei4mIrLi2xG7duWGFxkQ0MDdpaas1Gx8b8muA6V1NbZz29vVZWXpGMTYXNzs3bxOSUj31xSamDmZq6Or9egJe5+QUHRly/q9eu292CAut7/Njvs6WVJWtpbbYbN2/Y3YK71j84YCNjo1ZWUe4qsvLKCltdC4ouFIPccw8ePLDbt25bTU2d3b/fZBVV1faxty/a9evX/bpIvTU5NWnlleVWUVVhrQ9brbau3seot6/fiDO1AbhKb9vY+IQVFZd4f7lfUEIVFpU4uGpquu/AkHfi9vaODQ4O+HPDM8T3BUHOCWAOlA3vDt5nQfHq75m9PW/rUXuHFRQUGsDqUXu3Nd5vsStXb9rdu4WuLtzzOIf7Pk7cQ9z7Q0PD1tj4wEpLSxwg6914hOKX+Iv7e/bO0YGlNzf8/X379i1/HniHAIkYB/rIs9bS0uygleePe/b2zZs2MzVtR6602vfvkfa2R+bfFwODNjoyap2d3Xbz5i3vw+7uvh0ePfFz4Vmsqa230bFxGx4e9XuPsQUY6vuW79iQcCXELfDQ71Pum67uXptfXLKh4RGrrKy07u4uV6MRN0uASgCLdZJcB9lOG+RBxXUenP1lv4t+qfcTa6hj/Jm7BhKgvWvy/7aJtd9ycEUQdmIoAUqAE4AWgAvwIXYJRGEF3AEISWElYMVMjf/lM19ycAU8AiJ99ev/aICrL/3Vt1xNJUDFPhRYbCfX9hhiUSYDuyIFFiArVlvF0Oqz//Wr3i9AFHGtBK7I2SYwlS8HxmVS4ioolRU50A5YxXhoTASvgHqCVTG4AvqdBq6ktAIMCVFP2TQAACAASURBVFoBqASp2Ja7T1BLiiqBKnJiX5H7vpwA7BlAFYErwa1cVRZtkNQP+qBEnwSx6L/gFcuosRTryoHnr/+hA8xf6ofu/OTPR+B8BM5H4HwEzjQCuT+a+WGrH9ACV6wDQMbHRgyjpKKizI0PZtjCEEQN8ehRuxvj9+/fN1QEcvUACmGw1NXW2ePePhvuH7Sujk5rqG9ww2hmbtZdKHCxeNjWZoCNqqoa6+josrq6Bjey+Mcd9QX1BsO3xG7fvu31osbo7u52FyXgDqoP4ALQCgVKT0+PVVVVu3GxvrLmyiXUCF2dXW4AYJBwDi3Nzd6vjkftVl1RaZUVlTY6MW67u3uuAmprfWiFxcV29fo1K6+qtMYH9+1Re7urWmgX1cmDpgdWU1frAGRwZNiaW1vcmOx93Gdb22nb3dt1FZdUUA6VEuUSCivGFSUHfQZusAzgmZic9PEM8CrEgeHaUA91KMdIEzRiOaNmSJbZR0L5JsCEIgh1wOLiksM33OQAV8TEQem1kw4BntMYrBubHjsHNz7BNgx7V2tEwEpt0xbBjCsryw3YiCJiaGjIepPZwS5fvuzKAxQ2c/Pz1tXTbQVFha6EmZye8v6kCIo9Omr19Q3u3oVaBJcowBU5KhOAATCRckAfjHQATXdXp6s6HFjRPwBbEtwb9c/g0IDVNTbY9Vs3gwqnscE6OrvdSKypbbCr127Y3bsFVlVd7fdd/8CAtXe0OywAOqGOAlzRl8XlJVey3L1X4HGGRsfHbHR83IFRUVGRjzHll5aXvY/Ewblx44YD2OrqGnv48JFDq6GhUZuYmPSxwni+efOmz6LGjG3c+9zv0zMz9vBRm8OTh+1tNj0746Cprv6+3bpdYD29jw1w1fd4wGHSxUtXreDePattqPO+tbU/svHJSRscGrV7hcWJQT3hx7R3dNntuwV2/0GzTc/Mu+H8oKnFLl66Yjdv3bEHza3WPzDsx1ZUVtvlK9ccajW3PLSBQbaPOGi4cvW6G++4NwEmUZzQ/4KCAldlAfKmpqbt8WOgRpndvXvPBgaG3eVsfmHJ+wSowv2MwN8Y7hVVNQ5MuF/crXBrK8TRStzqAFcBXqEICnGygvthWJ+ZmXXwhzpoaXnVg4nTT19fCq6TKHEIjs89DbzC7c/d+ty1b8MGBob8nK9cu+rP99jEuMe94rn/2FtvWUVVpc0vLnifBwZH7M7dez52xSXlfg49ff3W09vvcJHzuX3nno/xCqB+Zt4B3Y2bd2xicsbYxti/9fYlB0PLqyu2vpFyd0Bg1VuX3nY4zjb29fU/NvoFSFtYXnR313R6y8f94sW3rb29w1ZXcPlM2eT0rN0quGe3bt1yOMN44bLY/LDVbt+9Y5xXamvT4drVazettq7B1lLA4h0fOwAlMHN8YtrWU5t+3bjfcBVsbn7g1wVoNT+/6BCI9zEqOtoAvBYU3LHW1mYfZ74rFKsQFdXu3r7fR9xvbY86HGSmNrZtZXXDKqvqrLCo1BVge3sHtr2964AWWLW+vmE7O/s2ODhsN2/ccOWU/iR4enhgTw/2Pb3DHzKHB/6dwXPM9xPnTx9IvHv5Dpmf58+QA4/jxXdcYcE9V4OiJibmYF9Pr5WXlvn3A4rY/b0D4w8X7uemphajf/uHT2x5Zd1aH7bb+MSU7R8c2e7egT9fhUXFtra6klFX8T3Lez0ongFeO1ZdU+fXPr29a3v7R7azu+dQm3cG3wfEzHIglcS1YhkXQeqIwZXKsA+l1rni6kw/j375Cv3jd39kT379j6y87dDKHx0FVc/2p1xlhWsgsAMooeDrABfBGZRGqKwywOqTn3cljVwCyYlhhcKK9Ln/72uusAJY/eXXvu3g6stfPQ6oAFZsI7EscJWbA68AVblJqityEoBLwdgdqn3y8w6ucoOy5wKrDKgCWn3iTzPgKje+1YvAFeOUC66AVyQUV7GrYK7aijEnAQxJMRiK96GAElDKuPtFKitBq1xwxTEOrQSsyKXUilRWUl+pjRhc0Q8BNAEsKa8ErvIprgB5KO/OP+cjcD4C5yNwPgLnI/CyEeDHsuCV/xsbBVLXD2lyFEIYhQTyJvhuUdE9d6XAIHV3vlTKoRGGAMY1BgpGI7GoUKrMTE87DDnY2XUAgpsLigVUSe6at7Pj5VGg8C97ZWW1/zONMUL8HdrA9QJABBxDcQXMYjv/7GPwkON2gyGCmxRGiBtjzc1WVVHpRgcGBrFfcEWjbwAwclyYKItyBpUUSoqO7i6HEsQ0QrWAm82tO7ft8UC/G5CUp036gALnXmGhqx8AGQRBXlhatOraGodcq6l1j6fCP/8CTeQopnAramios8rKCld/4Y7D2OHmBVijf6y7a8xucIvkWCXgFZAKIIVbGrCIayWAxH724WIGqGJqd9x02N/b0+XwCDUQY4bRtrK07NCKcSJ2C2q1yfEJd5VbmFuwnXTa7wNijeHWBHSjTfpAWzEga2l+YDeuX3XlEuPFNdR1unr1qsM5zg0AhPFdVVNt125cN8AVyj3ft7Hh/QIa+v2C2ia9ZcTpqayu8mtCeVc+pVJ+X2B41tRU28rSQoB0KMIcXAVVGGoa3MIAXxjqGPvjkxMZI3x4ZMwN82vXrgd11cqK36cCsRj8qPSIg0VcIe4JoFVr20NfB6oBFBaXlhyiomwBsDLO3O+MM9uoJ7hi4e6IixlQZtPvA54b4B7XH7CLOx2ui1PT01ZUUuyQBHdGxoH4P8AdgRigB9taWtvsY2++baXl5X5+lCUtLC65sop4QQAH4NDi0opNTE67cgb1DPCLelDbAKhQXk1Nzzq4YDvHsZ2ybCcOEduHhkftxo2gxuKe4hryrPKscV3YxiyGjAPnjIvipUtXrL6+0fuM0gvFFlBNfSPwN/XOLzALYAjkzv3k8acy4CqJAZUEeee5pAwJ2IU7HuAMwLaylgr9vHnbCguLbWZ61vsTwBXwKiTALM9OcEvc8mPfvnjZn2sgJNeYa02Qd9SYJO7FjU0UmCtWVFxqb7510WGiAA855wIMBPgtLHI9lr08yqVLl6/a4/5Bh0SMKwAHRRzvE9oiThXgHEhFWzwLvHNQ4fHscC8DUrfSab+PgJ+MO+Pt7n5b237+BcXhDwDuK8aKNDo26qox2vB32OKSA1yuMfcT4AowSt+BvKiwSNs7ew4ZAVe4AwLMdnZ2/Q+Iq1ev+fPPO5bnB2XpnTu3/HuE8QXAAK/Iecfx/gPq3S0o9DapO729b+uptFVV19u9wgCuUDTt7OzZ7Oy8LS8zKyOTW+zY0NCIXbl82bq7Ovwdt7e3bU8IwH544AmAhWqK9xBAjbGhX6HtTQdDPHNyV2c7LqslxcXuIowrPK6X1ZVVrtIF8OMWf7B/aCvLq1ZeXmktLQ8dUAGuGDNUhOTcFywDxgvuFRqur/qDSN+/T58c2eHRkQFwAZ/AS6AXKkEUWxUVFf4HD/17550Arj7+cQK4Hx2DWKzHaizBLODVObh62S+jX8L9//CPP7T/+J/+xGcIRFWFGgZ4gcoK4AGkAEQAVWJgBawRzEGtJCAEjJBLICorB1a/9xf2qc9+2d31UFn91d8EYAW4EqASvEJhpW1SY8XASgosxbsStJL6Ko5nhdqKcgRjR/mlGQyVK8aVXAHjHIiVAVeJworzzQetgHdSV0lxBawiKSg7oEbJwVWitkJxRYyrfNBKsAogJBgkJRb7UD1l4BPAKYFOsdIqVltpuxRZKi+wJTVWvD8XWgHJSFJ/CaAJYKmv9FfgytVWH/+sn6NcBRmXc3D1i/PCef78eLDwD+LMXqnO58/sWRSs/INo/8V1PLfnz57Zs2fPLNtsvm0vruW97n3+7HnU7nur5ZXG97018TM96hf9/H62g5t93ngOss/A6+uV/8P7RC4K2YDmwCwBLf2wBpRgaDxoanQVDdBCQc35cY+6AvVORWWlAyYUJqhNiHuDi9kBcZpw79jZtbWVVXepw70FoxzIhPGC2giVC65D/HuOcYLqifplWKCQAuigwOI4GTwCW9SHUcJ2jDGUHmUlpTY9OeVthxm20m6M0D9UQA5UcJPb3XEFS2lFmceBAUxgmBDLqL2zw1Uuw2Ojtru/5/VzHEYxMA3YhQHriouFeZuanXYDt7Km2o3O/WR2K+AO0MiB0+62x7QqLCyw+vo6I44QhiTGPYoxAB0qNIxOH4dd3AyzroZcE+ohYDdgCnBFfCXiAHn9O2mHVMTLmRgftc6OR9bcdN/dPtNbKWt/9NA6O1BirDgoq62rs5HhEdtOFFb9fY9teGDQrxdxXFDN4TpJMHcAJkHkibmCy6HOC3DF+REIu6iwwMpLizOqDqAD12Z4aNhuXL/hhqPDha0tW1lbdRhz6eplV3xwP2wlMXVQ0glcAYow1CemJh1aobhC1TYwOOjnABRi3CrKyzwmjYM04nGlt2w3UYYRzwfjemR81G4X3PHrxHXDqCQBT1CV3Llzx2NAcY1TSfB01E/XrgVjXMCNIN9ATVzF1lHp4EK4FeAVUBNIxXGAV8aA+DZsA65hdG9spC2VArAAWrb8HsAlCLCFkozrT0KBNjA4YNduXneVGKo+1Fcopapr6h1coZYCMqyubVjrw0f21tuXramlxcGgB+/eSNn0zKxDFUAXqo77Tc1eFpACKOHcGQNgFBCFcriELSyu+Da2o4aiLMqrufkl387Yoea5W1BkZWU823M+ax9jQOwf1HCKIxcCwTMZwZhdu3bDYTUABzUU/b5+45Yb7rgKApuAa6seOB6oJFdAYJVSmAEwBlta5rniWUfFhgsa8KXtUbtdu37TLl++6kqqDVdyhbhogCt3F1RwdJSFW1sB2ly+Yi0PWzOBzhlTQBFqq8vXrrjbXgBXq1Zwr9jHaGY23FtAKxLn9yu/+qaPM7AKOMF1AxC5++LImCtuGM/q2nrvJyor7itUqgCy2oZ6h6QC5SjveEYIur60uuyTDPBue/PNNx1+BiAOFAf6rtmtgkJ/TtaSPwZ4LqkfQMazRZy3h22hn0UlZQ4lU5tpv18AlsAUgSugDGDl0uXL1tbW4s8W7eGW+Pbbbzsc4ruhpqbWqqsr7e7d29bR8cgD0fvMgXIV3Nu1ldVVh1ZV1bU+VqiNdveObD21bWXl1VZUXO7AE7UV3w9bW9uu7EJp1d3dZxUVVfbmmx+zvt7uDExntsKn+3tBceXgat+/T3iv8K5gnPgu4bkEGBMzC7WVvl+4b0uKih3qA66IeVdaXGK9Xd3ZmV/3Dx0+4rYIjEVxdXD4xAEWEBMY/qi90xV+XGOeMd7b+oNI4Ir1J0+euory1q277iKL8oxjOzqCaz5/0PB9iKugAJXAlNwEWZfSSvukxjoHV6/vN9XPZc1Aq9/49BcdMABEcAEEQMxs/hd3KwOOAB/YDnQByuASB7whAXaIDYVyCRgUAyvcAgWtCMAOcPrrr/9jRmUFwJLiCkCVLwlscSzKKyVAFkBK8ArlFctAK0AWEEsxrYh1heKLfgKqBK0AbfkCssfbMvAqAleoywBVgDtypRhcxdBKsIpcSiuprQBWJGCOwBXARxCIZQEg4A/LUjcJHAGRclVTAlQAKUEpASzWAVOsK1e5E+BqOxsLS8AqzulDLrhSn8ljd0HFuPL845/1++k8xtXP5Wsjb6eZ6a7kWd5d73njq9T5fPKCXZj8MMxnTue5TV54wy6UTNqzZ5M26eedb9t7PvWXHEhb738GwbOO7wc5th9kXS8ZJDvr+b2snrPuPxkwf/LFMPX5M5ssyQbYL5k8AwDKd8xpt32+smc9mZeUY2zD8/bMSt64YB/Go/fk8NBn/mP2v6dHAVYBqjwmSBJzg+C2bCN3cPXgvsMUgi8f7O97LCvcxzD8CDxbUkx8kRkPBnyv4J6roIBIxGjCxQLVE0YgcYUKS3A3Gc8YCECHO3fu2uOBAdvd27Mdjjs4cCPCQcbWlscEchXXzIzDI4wLEj/kaQcDH8NDroL8Q01MnrHRCfO4KLsEgQ+QrLCw0GHHdvSP/8LigpWUllrD/UZbI1D77o4DMFzZ7hUVukpn7yDbHsAOlz5cv4jPBMQizhWBeukn+fLKih0e8q98cO3DkAL04HJH8OZbt24Y8VZwD/Tj79935RhqAMAfBrjDu93sjICCVkAi4sW4kioJgo2rE4HT19dWbWZ6ypYWFxy+EUyaAMYEnGYfMwoSKFtgBLiCYm47vW2TExPW2NDgaoTlpSXraO9w5RwwsK+v16ELscKYDQ0jX8HaPd9JuxLr5o1rPhMj8YU4DuBAPjQ87MGhAWXAQdQhK6gYamrt+vUbHiOIba4m2dw03PQIJo3iCuMapQsqJ1QnJIx16mLsUFGUl1dYG3BhZSmjAHOAlcxGh/sgY4TC5PadOx7LZ35+yQ1lwAJqB1Q/7JtwJda63wvEDqIPtAksAxoALVB+AROGhocCYMI9LpWytfU1N4oBUBi/cpfCQEYJA6wE4HB9mb2NxPgAL7lvUSkpPhbwDMUW8ZJoH1BWU1fj92lDQ6PH53rwoMljNjGWq+vr1trWZm+9fdHdWgEC9AdlGqotFE0ACMATrmC4N5GADd09fW6EA076B4YScNVgi64yIq7Xpk1OTdudguBKObcAmEl5jKrJqSm74/G4yjxWE7MUAokuA3xacdNb8n7QF+670VHG4pZfM+AUqrPJqRlXI6E4AS7hlobhTuwnxsEhnoMm3F6Di2BwFcyqIAW3KIurF6AQxRXnW1Vd58HEb92+Z2+9ddHuNzU5OHXVXhLcXaqrkIfr0tXVbW9fvHgMXHEvLqP+A1xdvuz3VGpz0+YXF+1uwT0fo5nZWVvj+gFANzb83D72sbfcLRqIRXwmIBEu1729fX5P4LbLOPf1PbYrV6+GGRDX1xyg8yzwDAn68qzQxpWrV6ymttbvVbah8vvYxz7mz7TDV9SNW1u2DBwqLHQXUu6L9M62P2u4CBK4nuepqqbK47396q++5e5vwEruB8YPYIkiD0AneMV9cvnKVY/bBgTjOlZV1jqwxE2YdzuJAPRMKsDkE+GdAYAKaiv+CMFFD7DDPZliNsftXdvZPfDlktIKB6645AGtUFjhborKifhruNzian750iWfyIB3rMcT3N0O32l8l+3v2yHp8NBBMs8Z/eO54/3HO4TlGFzxTuHPEmK2sR0FMe/mrs5Od63277aDQ1d/8V1DrKvdnT13DVxcXHbYB/jt7u6xx4/7rbikxO93YrX5BCn8UaQYV0+O7OjJExscHrXrt25Z7+PHtrnFOKc9rh/AnZkUffIUZtzl2ARSkXuMK8WzSvaxnXIqew6uXvJj7Jdp93e+92P7z5/8gruqCSYAR1DwADAAEqwDVoAugBmprFAmCVgBH1DO4BJI4HVm7AMUAa7IcQ0EUn3t777jSisprpQLXikXwNK63AUFraS4kgorhlcAq1z3QfoDWHPF1Sc/7/DqRUorqa44P5YdXuEmGMW1AlYB8OIkcJULrQSrMuAqUVoJWgEFBa0EpzIxoQBa74aZ+tgWQyIAUqy2EqxSLhilda4pijqSYBa5tsXb42OAYrQFpBK0ol2StksZFkOrXHDFuWXgVaLe47qcf34xRuB1QIJXqfPDBCJmz6zkwmSOyiTfttd1bV8VXD23yZLc/tqZwc4HObYfZF3Z0X1/55et570uPbNJzewYQaTnz0rswmlQh30XSmzyefYAL/8iIJn3mEkryXNtLW/Z0OYHwpepP6FVz0o+LHD1xI4OjuzJ4ROfCVD//vq/vsTcOAIa7fmPa2YRxMBGwYQKCFXQLoG7t0McJGIg3W9otOLCIncvYxY24oJgNKJMArwc4FKxt5+Aq67gojU+7sYAZQiEjdGEumBnb9eVTfsH+76f4zEoADkEyEZFIeMCcAXYQm0FIMAY4R9+jBDKFhWW2sjIeABXydTp/GuNIcu/7hwbgsnvuSKksqrKYxZhlKLCwrDr7u1xtzJUNWzjGBKQAaMGN0n+uSegOmACpQyzruGGAgjCKJMqSW5+wKWBgcd28+Z1q66ucohGnCYSroIcj0LF+7fH8dm4Vm6QJcHdR8dG3EUHNxzURCQMbqCYXCoxXFtaWl1phqFIv3GrpK8YmiSuLSCL69zU3OSGHGPKWMudEmMZ1xkgG3WEYzfdCMUQBQjtJDDt2jVm2Kr2wPpuZEfg6tLVK1ZbX+cKJYxsDF2Mz2vXbtrI6Jhtcg7pLQdVjPn1mzccGkk1BDjCgEe1R3DqEDdpypV4gMvlpcVj8bx2dsK4OLRK4iFxDKC0pqbelhbWbGNz2w1klD+4ZzED3cT0pPeRewFVGCon+kL7bEOhgosjs9QNorhaJ6g3ECqAJgAqAIqxFbji2rJNsX8ojxEb8g0fa+5bynB9BGqApJ1dXd4+8b5wFUSBw/XhOnGvUQZXL8YJNdZbF9+2js5Ob5v2aYP4UnfuFrrCB+XUzMyczc0tuHKFuESowAAVgAMUV7ivNd6/70qe1dSaXxNUOTfv3HLAgVqNeulnGNPbHoyccQR2oAgDanC9GS/1jzEaHh6y69cBnNxPy66mmZ2Zs+npWXepA+zgNgbEGhgI46vxUHD2rSRAO66D3I+8J7jf6BP3LWAZxRXXAqXQ6Nikx2fq7nlst+7ccYA+tzDv15O4VgB6Es8QAbtx36Re3hlvvfWW3wO4tnIe3AOoP+/cvm13bt/x9yLbF5cX3aXz5u2bNjs/6+Vcibe54QAP98i+vn5bWmKGSGaCDEn3D33nPBYXF6ysrNRnQMQ1EFdAArADnNiv8+U5x/2WZ1rHomBF8YTrGyAVNSDPFO6iBYUFHh+O8+D9BoDFBRWXV543+sxzePnSVXenXF8DTG46UAImorACXKG2Ai4BrnAhDO/7HVcPVlXVuWpxbm7W+xr6m31X8J4CwmTeb/v7Hm+Pa83zJ/fEnd19vxcJZI/LKi6P+/uHft8SH40YV4wh2wFZ169d9dkYed8e7PO9s2MHBzv+B4z/ecIfKPv7/r3Ec0nMOd7dPHPcv/GfIfRN3yn8kcF3Du89ygK6OKdQ/sCmpmaMCQ56evrs4ODI+9je3ul/nODSyB88fM+hpuSeBPjz/erKZ2JwOVw6sqOnT2xsatpuFxR4zESuzz4u+wl8AnYJQglaObAiMHsCrd4FYiWxr6TC0kyE5+Dqvf4u/QU7Dmj1m5/+okMrBwoJSGBZKhogA9AFIAOoyaewUhwrlFaAKpLA1Wf++K8cIgGsvva333F4heIKYKWc5VxQlbsut8E4j+GVg6skzhUwy+HVl77hcbE8GLug1e98IQOtpLZSTCvBqjgHXMWKK4ErKa4ErQSsyBXPSi6CGVgVzSSogOwCV4JWgoeorwSzuB5KAle5LoJSWwk2CVgp13bAlUCV9gGrZjezSduVcyzuhIJXAlfkLwNX9Jd0zF3w3QRenYOrX7A3ytkhyKuc+EcWXD2ftAu54Crftlc52Vcq+6rgClXMSYXWq4zvK3XvQy/8sz+/iD8dP/t89wXb8lwPP9CB00nIaF7PyWt4vLFk7b3Un7eiF2xEaZgwt2eTefr7gkPf6y7cHgg2+86Tp/b0KMw+xI9n3BZcecWP5URtRTymAD9aMuCIf5p309vuLkEsqMb6Bqssr3DXsqmJSXfRw7UPIwtYQhK4etT+yI0wABjGAD/oMR5Ky8o80DDgCmWTwBVlMNIwjABFQB2BK+qlb7SF6wdKA4wLjFYgS+G9EhsZzoIr6pFLGcYshocUW8QRYlY4FFeACiAVxh6zzhEPCWBB31Bp0WfaAeSRcAXDkCGxTwZZqHvH9hPFlAAWhhvqA2K+ENQ4GK3BSMbwpp+qJ4zftrvhAa1IYer4bTeA+vp6HF4tLs672gpXzvb2Nu8T/WAsgANAE/rD+LEO6GA/xi4GGteAshhXgEQZ0pShL/QLeIjBxzE7uFi6Acr5pjNpZmbKz6ukpNBmfJbAcCxj87i/3z721puuVAKwpLeDoVtbW29Xr1732cHSO4niamvTDWkgFS55AlfEpwIgYcQT3wc1FPcAfSIBNTZSqx7vS3G3stAq5YAtA66q62xpcdVSqS2fOQ3XHlzoUNgR+0rAgbaJY0W73A+CWaiwAFfc09w/tM95opBinFBcAT0YS8YvBldyH6TvJPYz/gJX9JH62Ed9HAtcAJYBMlDzOaxaXfVrDQCRKo2+Xrpy2dWNHKvxQdUCGAAQEGMLpRMAhZhTqFk83tY6yqotjzN15dp1fx6AG4JOjAuqL9Rmc4sLYbbHJJ4VLpao3qgX2DE4OGLMsMfzQ+D65bUVVwXRJ9QuqKF4rolpNzk57bOJjo1NOLhQIHVgCYoVzoHzBdYxUyHxyjwoe+LeJ5DDOHINGC/Gn3uWsQGkafZClHVVNTUeGwoF3xrACjdP4FxqLYFXIaaW37ePH9uly5dcccW7gfuB8eA5uXjxogMQXWOuK++iWzcBV3OZ+xaVXt/jfndRZNZEQCGqNOJ+cW4crzr0/DM2t27fcjUU7oCAfWAvfdL5cp8AroCh1KNzx0XTXauJLZbE5OIa8DyVlJW6CymTR2gbcJH7h3ce4AplWFlZhYMhXFlxJyXOF0HtAUuMJ5CT7ZcuX/GYcLgJUvZha7srUZnZFagazg2l3Yq/s4IyNARn1/cDcIhnj/hrxALj/iHhLor7KPu4T3ARHBkZ83hqgCJcBwFXuOkR44r4fYr1F5SuQX3Fd57Dq/3whwhgGGUs6lvef7zj9H3A9wvPHpCJMrzreXeyjT9F2MZ7lPuRCS5QzgHSmI1TMbeId8X4AbW4//hDAyDNNZmennS4znftu6ijkuDph0+ObHktZRXV1VZRWeEqX4Dv3Pysq2tRucYqKkGsXLUV3+O4Cz4FZkXpHFy9119Mv0DH/eBHP7Xf+eyXHVppRjsChANbgCeAklhlBbQC2gBxAD5SWKGyQmFFUiwr4lih4X8xUgAAIABJREFUssI97+vf+K594x++b9/41vccVglYxdCKbVJWAaxYVhLAys0BWAJXGbVV4h4oxRWqqz/6s6+5W6ArrX7nC95vlFakfOBKEEu5x7eKlFYO7j7xpx6IXoorwarcuFZ5VVe/FoKxa8yBU+4i+O4feM66YBZl2Me1EPxBwYTiSsonYJJDq50ApIBNgKZYQRWrqASuBKXYh0soSfBK5SmjZY4DXsUqqxhcSW1F3+L4VlJfqf8ZtVUCr7jn/tO54uoX5s3yOiDIq9T5epQ8p1ye02BELsw65fD3v/kcXB0fw589uDren3jtZN+4r6VWiktq+eR9z/W+cGZX3FevXy2/Qh6RumjxFSp49aL8iCcBrRxePQ3QKiiu9l1xJdUViivcFIizgboIQ4nYVZqBbnxk1BVWzMC3t71rzN7H7IHEusE4wJBCobW7vWuLC0GlQpBhDMXwj/W+TU9Ne6wYoIAUV3vuChjcBTEqgFL86B8eDgAGQ4K6MR5QG2DwuxpsF0Nm0w1jwNVA/7ClmSlvB9CzZf39AxkVRgBLIUgw0AAIxUx1GKf8241hh7F4516BdXSFoO0bmcDP6+6Kg+GDwoFg8jImMeDoM0YZsVz297Y9qDqBzD3tbtvCwpxVVVVYCW6T4+NuFNFvEgYoKa06dlGGpTOB2QWuAEcEee/s6nAQhpILIMbMXRhZJAwmzgs1En2ir4JPrBOTDDdBjKvZ2TkHV6g46PsWrioJSAM2oFAA/HGejCfAKu6L+lNTU2XXr1+1jo72DFShfeKg/btf+Q8OPTD8t9JArW139bly5Zp1dHa5KoTxJ3YPxjSgi2vi8CS15jCAuEI379y2to52m52bdcMSA5LrPzs7k5lVkLHOQquNsJzedGXb7dt3rbKyxuZmF90Ix/WJWE64ROHyRtwy+oHRjzoFeIarHjHPUBrhkjc4POxqFVcL9ve7+glwgXKOe7WmpsZdoHAFxHgn5hNxstjOGNNntutaoYjCFQkDFyjC+XB/cw0wnmvq69w1kfFgNjnaATgy6QFAB6CC+15NXZ1dvHzJ1XNTk1MZeECsqM6uXocDJaXl9rCt3QEWcYJQrIyPT3pMI4KYE1/n0pWrfq0mpqZ8DBiPvsRVs6S8zBVvuMtxr6JgBEQRqw61FuCJeFlVNbUOiJiBj2cJ8MUMkyUlpQ5QueeAHQArDP3m5laPozU2MeUzFRITaGx8wuEdMBpVJa6vxAmKwRX3KvclzydKKJSXAB2UhKjSACNcS+67afbX19mbb7/lAJRrzXlIcRXiXIXnh3cG7x5XNTU22NDosAOFRx3tDj14JzL2tJtaS/lkBtevXrMb10Jg/vGpCb+PNtKbNjM75+cIpK2prff7nbp5/sh5Bv0cNsJ7gPuBWG5vX7rowBJXP1wJuV+4J3hnPXzY5mowxgVYRx16lwGvGAegO7NKAnuv3rjuMfsAdkAR4BqgFpUh16e3v89daK9evWG37xR4oPXZ2QUb9wD+pb6tofGBNTU/9Bhd5ZXVduXqNX9v8G5dWcFle94BJq6gxLdC8fnoUZvPTjs7O20ETkdxhQu3YBEQu7dvwO7eK/L4TtybQLGKypowcUBxqXV19drS0qpDP9wEy8oqvX/MRoura1FhodVUV3hcP6A1711iA7qiGHC1H+JX4S7IcweEAjLynQasYjuJ8eX541nkOea7j3GlDO8xnl/eqVw3xh9wRYwtFGDAWkA49zOTjdTU1DkYoxwTBQC9eD/z3gYwfRy3v+SPoqOnT2334MiGRkf9eldUV9n95iZruN/g7t0CV8CrWH1FPdShP5/IKaPkEOvp0Xlw9lf/qfSLdwTxpgAuKH88JaoqYAvABKAg10AADcAGJRJuXSisUFeRC1YpR2lFYhY/oBVKK8DU3yTLACuCsitnWUlwKoZYACq2K9fyCXCVqK3kIojq6k++8HUHasSzArCRC1rF4EqugDGsYlnQinOPEwAvnkHwVcAV4ypo5SqrRFkFrGIfiWUprlx1FbkJ5gNXcXD1GEgJRJELQGm/oBT73iu4AmJJhRW7LwKu4iR4BYDTOUtZxr3HdTn/vJ4ReFaCG5JZcD8ijs4b9sYbF6xEMomo2UzZSVyJKFsSxebBDeuCvfHGG8k+DOhEanGsjhDj6iztESMK96ILSZ1ed8nJ+D4y4M9SZxZcBaiT5zRDbyMXp6j7yeLL++X99rHMjgfjGsY3uy3E+zrr2CXX6pTxD20qFlKJTT7DNe1s6pu4v2/4tc3eA8fG9wXX9/lkyfH7JomdlD1v6jx5/U6Or1luXb7+LL5PudeyfcxXR7ztgzi/UF9y7X2M3jDGKt99Hrd9tuVccJW7nqeWZyX2RhwwLh8ozXNY2PRe6g+xtt7L9Ty1G69hB2orwSvAFTGv3nmC8oqYV4nqKlFcAa4w5Jj5r6io0BUMGKljI6M+w1pdbZ011Nfb6sqyxxDZ3d62keFhj4XU9OC+DWAgzc957KSmBw+srq7WpmenPfYTbnSrqyseKLyouMgeND/wwNlzC3PudnZInCtXRe0acZVwnWlpabbJyQk3lIEoGPQYBBggGAcjI6PW09NrdXX1RsBc3NCIp4MyZ2Vl2Y0GDJy2toeu3MC9bXs77TG3ikuK3VDHBQ1YAbgi1lFpWamrsXp6u63/cb8NDQ7b8tKyAzcMGPqFuoBzffy4z43Q/v7Hrv7BZQXohNpKiiviUzGmjx/3WmlJkdVUV1tPT7f19nQ77KGukeEh28VVhOOTY2NXw9m5GQ/wvr6+6jN2AcIoR+B0xn1qatKh0cjIsLsjMn6okegj5078KWDU6OiIAxLGgGuBexHXGlelpSXcx5Z8fFgnqDj1BjefoLiiTbkKAq44L+BZWVmJ3y8YhyjiGKeCewUOolANAVkwwgEOExOTVlxcYkXFJe4WiGKImDsoQ67fuGFcF2KjEaNpdW3VBocGrLSsxO4V3vP7qanpgRuHKOb6H/edUFsBrzBkCeiN2gF1CmocZpbr7OyxxaXgqtbb99gKCu65ogiDEZc8YAcxgDD6UVzR997Hvba8uuxuYR1dHVZeWe6KwQdNTdbc0uKGbX1drU2Mj7krIDFyAIgAVgKFAxkYF2KGMeZcF1REXV3A4RIr9POqs/b2Rx7oPICtlIOiuvo6KywqsrLyMo+vRIylhsZGI8YUcaR6+3qtoqrCx5oxb2lucaBBHbiNMUNfa+tDw/2qpKTMSksrPFZQXV2DjU9MeiB0jG6em9LSMquqrvI6GfeZuRl70PTAiooLvZ9d3Z22srxsiwsL9qitzWdg4zo23n/gsbAAZUAn+ldYVOgziuKOW1VV6THXppkV0tVymzYzM2vE7AJI1NbVe6qurnGwBmTgfuW+5VljZktmyOS6BjCJyiok+sM4hueyzOEYYJhzJ5YVY9TT22O1dbVWgvtdRbm1tLbY/MKc37vcvyS5CwLtBwcHfPZP3FO5xxhzjuO+4xyCym/dxkdHraWpycpKSnySAN6L7R2dtrzMNd6yDQDd6JjV1tbZvXuFVlRY5HCE+wGoCYyiLiXUWC0PW6ysvNTGxsc81pHK4GKKmo94acxMyvkSx45nlrGYmpzwfbyzeX44X2ZObXvU5rH8mluabXpm2v9A6O7p9rHgWuMqDACjbhRHQG7edaiamLmvprbO753Kyirr7Ozyd2tDfaO/w7o6uyy1Tv/TrrZsf9RmtTXVVltTYw0N9dbT0+XAJsBuYDzvRMD+ru3t73kcsMGhIWtqavZ7gdhfxFTjz4rmllZX3i0toW4F0I/7e4X31eDgkI/x6Miw9fV2+QQRvCuPDnHHCyrVo4N94/vk8OjQARR/KODKOD4+ZtvpLTs6BFwd2NHhkW2kNjyeFfH+2E9ivHkXb6fTNjvDZBhD/kxz729tbtnkxKSP28J8mKkQperc7JwN9A/4OzaVWvcJC7hfUMcyBg6YEjfAoyeH3rf9w0P/82aRYPmTE37dJ6cmPKYgsEoKKo7NxK9KVFtsw03w4++GWQdVVsqsc8XVa/gx9fNUJXGigDK4ADKrm4KtA2QcZiXbFYCdsoJWrqz6/TBLoNwCyVFZAaz+4I+/av/1z//G/ubvvmN/9/ffs7/9ZoBXuAkqAa2UBK1OU1gpplW+HMVVRm315W+6S6JcBAFn9EvQCsVVHN8KAEeKAVYczyoDsRJ1Fa6BcQLmMVb5klwF45kEPcZVEtcKGCWlFZAKeCOgxbr2Aa9IcrMjV1B2qZ0ErVBZCUYBqUj5VFSCWQJZMbhSee1TPdQrV0G5BsbKK7mVxvCKZQEr8lzFlSAW534+q+Dre3tg0E86cIiBQmKcx0ax4eZ3wUoASSfgA3Gbcgx4oAXGfQ4ZcghSUmIXjgEo2nvjuBFOe5PAlxh+hX4dM9a9X2/4D6Sz1JkFV8CRk/3TSAvWaD3Oz9qv4LaV4x51Ai68yti9wvgn0O+N01zN4hPKLOeHGadds1x1z/HxDOd14vrlwq1M28cXjtcVrhX/EOZeY4Lf59ymxys6tvb+zi/ELMt/n5+9D8c6lFlxsBY/Kyfuk0zRaOH4+eSOmT1/HmazjB8hHf3K9b+/66lmP4xc4IrpvFFdse7qqyMgVhZcudvgITFBNqyjo80NagwkXCuI89H6sNX/mU6tr/k/2wIrKCGYze5ha7O1ND/wHJe4trZWW1yYM2AYMT4wEIeG+h0mtT1qtfbOR9bd22UjY8O2u5u2p08AV7ue1lYxSDv8n+empvsOsABoGOQoHoAj/LvNP+/EF0E9gvGFMSfANT42am0PW6y1pcna2x66+0V6Z8u2tjesp6/b6hvrHZwQkH12Yd7BFf9y0y4qIuI23W94YAN9g7axvmmb/s/6qJ9XY2Od72fWvfv3G2xwsN9d6ThPzSbo8an2dlx1BUhZX1ux4aEBH6O62iqrp/7Geh8vZuxj/B14JbMRMhbUASiamBjzOFkoGKgHAx6FEYHJ+x/3OszC+MZI6u3tdoUXYIn1gQEUOpOGW+Ha2nImPhYuPPPzM14eALa8vOgGPEYWywADlAIou0jUR1+UC2BRhsDxGL319QQAb3LDHLUXgaxrqmuCoixxe8JA51pSDjURcZxQFOESF+qot86OTlfS4CKG2mZ8dNhnS2S8Ghq47g1uGK8sL2YCs3Mfyl2QfGtz3YPWAwnoCwoejHQAHsBjcGDAtxMIHfUJihTAFf1AtYIikAkEJqYmbC21ahtbKVtaWbTh0WFXf7W0PTSUOKhZmOmRfm4zy+DaisNWYjVxnhjixHiamkJpF1zTuC5TUxM2Ojpkw8MDHqeMa0wwa9zXuJb0EzURddD3jq5O7yfqNHdfW132545rx/MXjO5xh7soh3hWMKBx30KthaoEdyvcBicnZ2x9PbhcolBCiTc1Oen3md9j67gkLvpMkpMTYzY5PurnuL666irL2ekZGx8d81hvU7gyLgclFn2mPsAdzyOAlv5x72Xd8jb93HiOuR70i3OcI7h5MqMgaij6ARRl5kqubRZcJWq6LdxE18JMm/Nz/l5gvFAgce5AHyDYwsKiQ1+esbm5GU8AYMaYZ0BJEIv7mXIocwAWzI6J8obrmk5mIOS+5N7j/ca1X1qcs4W5eVtaWE7eFWlLb6RtYz1lSwuLhkv16MiojwvjQ7+4RrRNu9vb5Cl/bjX+7AtALcx+uLICWF70e0T51mYIXE++vLTgoJYYeNxH1Ms22kNBpBhenDtt4OZLOcaVe3d5CZfMNdvZDq7LjCHXdXZm1lYWlyy9uWW4iqOyJbHObKw7W0FZyvPGmPBOSqVwGw/vDd4neq/xbvT34z4u5eFdgkshfzJwvQBAundjFSuKT40Fx/GdwjNOXbwjlVzNlMSTCoHNieEYJh3hGL2T9V3H9x/fi0oei+oIpdaup6PDQzvaP/TJRg73DvxPH1Rdejc/OQqTmjDRieqkPepRXQJJT3DNBzol6ijAFGXpM2XcXf9gz9eBUDqO8h9/54lDqv/48XccVDmswkUwSZRReXLSObj6MH5dfUTb+Ptv/8B+93N/6bBKwAogI2iDkojtABmAlRRKQB+gFS6ASsAqpd/93Fc8ADuAiTa+/4OfeA64crUV4Io4V0p/+50Tqqt88CofsGLbqW6CAKwvfcPPkXOSiyAA62XgSq6DcYwrYF4MrOJZBPPFtxLIQrkGuEK15jGuEjglMAWoAtooaDvLKLG0X9AKhVIMrqS4isFVDK0EpgSktC4IFa8LdElx9UJwFc0sKGgliAW4wlUwTrnuggJXACsS54Tq6hxcvd4XhQOjvK5rKJKOQ4F8cInenQ55gutSbI+/Snv5z/y4sa723zjjORw37k/WFdrESM8BTvk7E23NU1c+OJCz7ZXHLg8hoY5cQBg6FlRlZw+ynecckuubd3xzFD/HxjZnXzRQZ1o8VhfzM05esLP04cWVv7/zO3WcuaavBAjjXoZn5MT1O9P4HX++MvfS80kHyRdQU04SlJ2xC2q9TMuvWv+Zymdq/5kuoLaK4RXrKK+kwuLHPP/ekvPjG3AFWLp3764bn6icSBilGBbhn+rwg5vy/IgHomDYYWRizGFYYWhgPMgNEUMGYyoYIMwyt2HbSbwk/3cZlwiMkGQ2PsphWGH0YmzRNq4m5BhVxPDBKMUgw9WNbRhoGD7MVMisesGw2wxuRlu4K+IqSJDwFY83wzEkjCQSxiIG9vwCwbCnbDkx2HbSO7a9FdRa7EfxJCOYuqiTujFWNI7kjA1GG+ODoYWRCJTDiCZh5GEEs19GnY6RccTxwCIZuTIEVZ46aV9wiTFmncRxrAMCOJ5tfnwyDtrPPm2nHtbZR5IBqja0TnmWdT2BJBi6uga4juJyhasNShuuixJGKmUXFhdtBbUbgba3Nv1Y3OWAW7hRoY7gGpJSawS45l6c9/uCdv2c6GMyvgJXghwcp2tMH2jX20qgBvtQ5qynggsf+0lsD2UBG1u2lQAG2kSNQZ9RJfFMUFZ9pF0gi4Kwbyb3V3zfhzpCUHCuC/sEdVjf3Az7pMSh3yiQiCEn4BH6iYvp8ThN4Vyz5+znl8TN4rpwPMBK50jdGhf6HNfnfaE/9DEBNhvr65ZaWzcmaQBicH6qK7Qd3CSpM7S15s8a9eo+QSGkdlVOx5Kzn7KZMUmt+ZgyrvTD73dX1GVnGqQPcZ3Uw7agzALihfqol3tG10N9YpuWycNyuA9CXaEtxoKk+4tcY5PGzZYZ+FLkWwno4d7dtG3uffqTzsar4r7i+aJtJT2rjH38bLKdlFue49QHjQ3b4vMLz1GAUQAgnlnqid8PHMszROKZcyCV3vZzwE18z92/dzLbUdruMUsr7s28l929meXjalPeXXpPObxK3oUs0354pyQgKpkII7hc72XcCnHxRjGF8lPvWL0D+f7R+xYAlIFHiYJY3z98v3BsvJ9lj/l4xOQl4TsS4MMxDpEIjn4YtgO2iJn1xGflPXC4pLocPKnt5PuO42NwlQuVpI4SxNI65TiWPugYvpsBVKirFJQdcKVl35eorqiP46nvHFz9TH92/ewa/8lP/9k++Zkveawquf8pbhXqI0AV2wE1LLMNNYziWKGoAlB9+v/9iucsh/SXhushKioCvof0I/vmt77viRhXwCy5CypQu4K140oo5RW5XAbJgVS4BZJiiBWDK6muPv+lb7gCC9WX+i73QNaVBONitZVgVcZFUK6Cv/ln7iYoeBWDK8YKeCVYRR6rrWJgBZQiOaz6tT90mCW4FauxAFcxtBLkAfQArfIpruKYVgJWglGsC1rl5iqr/EXHKMYVroEAK8XWAqABruIk5VWuuyDwSonz4dwAeOeKq9f3TsgYu/mayDFW85bNATEnqslTxwkjXQfllNXm4/lJGHMqUODAnDpzgUjec3qhm+Dx3mTXTvbrpYqr9zB2J7jVC6FJnj5lO5xn6XSwk/ea5fT/2Ngm/YqhZZ4GT910rK4EXOXtQ96ZG0+r9n2cn58rrrHP7fmJhLrwOOQ9rQfx9ufPAF4XclSFSYmc+zY+LrucB1ydUKUlpf16RLP6vWr97/N6Zvv8+peYUTCkQ/9nmR/r+qHuCqwkXoZAy87OpnX3EBy9yEZGR93VQrFJyA8Okn+J9WMdA4Af/PzgTn5064d//AP+mEHg04Ifhlgd0T/HMj4c2hyrix/yT2wfA+IgxCYBoOmf7T3/hzxMf07ckqOjJ8FwwPhI+ikQhDtfMHbCP+2MBfFQME4wbjDsyDGODvb0L32Ac26EYYxhgCW5G1OJoSIjSmNBmySOk+EW57Ghx3aV53hdDzfSEgWAlg+SsqqXcfA+oWhI+pWbc146XufJttwkg5JcdepY5aqbdcq5AZ3APwJKAwFR3RDjCRckoAkGNNAom29beiudMYYx9h0YpIn3BWTbysA+gQLawuh2A15gDSM8gYKUkxKDsfXtDiRDn2gboEGufuD6g6G+TdwkZlDz2QhT7mq4tUVQcJazKp9tB6KAiAAnthJw5W2pXBrQAKwDgkQwCgCRgIUYLrCs9ewyMA3gE0BWBhalNgM42gzwF8gBmMm2AwwjATCC8oo8QCLgFbAtADgBHnKS+kCdAkdAjZAAVhsOrjYJnJ0K8Ip6dbwgFnG+tC2GYQEIBYAp2EQ5HReWQz80DrQtaEWua61t7MfdC4DN8d42Y7alcWd8AE5BuUS9J+FOFh7RxzCmzEDJWIVroHuAeyxezo5PytKbuk8ASsAuxi7cQ97PzDgDjgJAoi9xYrzoo+71eF8MrijjACqBeLr3Kc85hLHmXMO9iKprm2cqeob0LDGmSns72x6/cD+aTRZ4ReIZAVjhDr27AzBG9ZSF7jxzvJN2t9O2v7tt/p7CNTABWnq/6f0a3ifb/q7e3d3zPyD4YwJYxbue7xslyvq79oB94b3MO1JJ71zl/t0TucCzzr4YNEl9/MRn3QX6BGjl31WooRJwFf74IbYUiqnwXUe71JVRPaF0UvyqJAc+ST2VAVFJMHW2A5qUSzVFPymLQkvH0AawSimGWAJYHI+iS/Wdg6vX/9vqI9fCf/vv/92VSICcjAvgJ/7UlVbEqmK7oAzwBsijWFaaLVCgCnD1e3/4lw6tUFyh4MI17xvf+r794Ic/SfKf2vd+8BP7+je/Z1//5nfdZVAxr2JwBewCXMUpjnGVC6sAViS2E8cKaEUCWhHfirhWKKtIABFyAFU+aCVwFSutXgSuGB/Sy5RWMbACRJEANGwXrDrNjfA0cAXwEbRC2fQixZUAVKygErRCZUWKYZWWpzeyQdpVXjlwDHglYEWuYO30RSl2G4zBFctyHZT6CngFzPvEp/P5unzkHqGfyw7lBTc6EzfWs8qjvGVfZgCfpY5T2vPNuDvhXpbEXfLYWjnqlrz9OqXOXCByEi4dhwGq5kR+hn6drNsJTHamwQ9i7F5YxwcHrk4AMx+Q48q0fGNbQpwv1D64l77CY5xbF+tn6cOJ63Rsw+ng6qV1M864w5aUnJrODumyrrinDskLr6tO6vj58BzkutGqJDljmNn/Hurnfn6v1zPux+teJo5VAFRH9pTYVkdH/oOcZQdYCbjiRz2GRSq1Ys3NBLK9a729Pba6suJGPsaEA54DXCYCrNK/wfxgZzkGWPzo9n+Ok3+hWVbSD37l/DDnWNZVV2yAYDDgtuFqryMMjFC3K5wSaARQI66JymEA4H5IvTIyVCdtEOfkiPIevD4scwxGkQwrN7Qi1xDWHTwlZVjGUFM/OJ621I7Ks83LRQaXABb7vJ2k7vh41S9QRO6wLgFiHEd59Zv9fgx5ogCLj/X9STsYgvmSymgfhq7qoE5tJ9d2yqCIIAFFmGGwtbXFCBhNQHvcN1EnoTJxpQkB35mR0WerDNDI1VVAq3TKgKe7u0GhtoMCRGAqzhNwJYNbZWQ8+3ag2jaQKrQbgFVYBux4X5hQwPuSdmXMDtBsG0ACfAgAKwPOHFpEChpX2QTVC+0BNDxtb1h6GwBHCvAgBhAsAzIcgghcJPAqgBWgVMq20oJQQBGASVDuhOWgrKF8gC0AFoLgr3uiH6i2gFYklgOQCUAnHBdgD/sZiy2PuRQAT6y0Eqhhv4M6IBeqqwTEuDosWQ7ACnBCe1nllGCKt4OqyssHgBb6Ga5HZpwSwOTrnEsys6CuhfrEfm8/o7CiHs4dAATAIs8qrTL1S2WV4zIYrgnjzziFMeWeVLu6zlpXP3Rc2B6gVXoLNWW4nwBYADr66vfddlCg0h8/JlFfZYFTAFoOqCIFpJdPynKc3+fJcxHunXBcppzff8zqCegK0E7Phvc5ga1s82dnZ9sOdnbtgNlhgUhAK1dXBYXVvs8cC7AK4IrnVM+c3lcHO9t2uLtjh3s7drS7m5lpNfOeS96fvD94n/k7N1FW7Tu04k8I/pjgOynMBpspxzsvec/q3Rm/M9nH+933JX9+OIiK3s36nnFXQP8+S1TJR9lYUg6Nnmg2XqAVyyQmOkm+A12BFb73AEj+HQhAygFXglJAJYElB018b+YJrE7bcVnBMQErKa5wIfTvzcQ9kHYpy/fPObh63b+sPoL1/903v2ef+eO/ckWV1EW40nmA9d//CwdYUloBb4A5gB8FYSdeFMBKwdfJcRkk/+M//xtDzfXd7//Yfvijn9qPfvxP9vf/8H379nd+mIlzBbQi5aquFOtK4Ir1GFzlqq2ktIqhFcAK98A//4u/82Dx6jcwjuVYdRXDqlxglYFWySyCqNEIyi6gh8KKhLIqV2mldcAUCipAlbsDRnHEUGPJfVAqK7kLUhaI48HYP/7ZEMQ8md0RwCMXQaAVcEiqp9wYVzGEmk79tse5EnxiX7wssMV2EuCKlFuOYwSuFOtK7QpeqT8ArHyKK0GsGF4BsM7B1et9WbwK9Mlb9mUG8PsAV8T9AXqgcsl+TsKYvP3SATnt5wIRinmcLzWRU17VxPlZ+/VLD65yddcwAAAgAElEQVQyg/bcUBcBH0+4rGXKHF/IvU4fCXCVn24d7/hL10KsqJcGdD/DfZh7f+WO2YmuxHXGyycKJhtOLfPq1/O0Jl7H9gCCAhAKy+GHtkARP3L1Qx5jeqC/z+rraqymutLjMQ3297vKQm4VDr8SyKQ6dHy8zg98ASltJ4+X4/1sj9fjOtkX9zOznvyLHu8LRsxe5p9w6qQuyqhtluNj2J+BQAlkoh43fgSHEiClbRhpOobjVZ56taxcBpty1aH9yrWfnPoxCLWN9bhNtuu43PqIuaLj2OfHJf1VHeQ6jmU3HhOlGQZlLqASqNJ29REg5yqLRG1BXJ3OjjYPFk2MNGY6Y7Y33N04H1QaGMkYzawHQJQ1wGWIo9rILEs9lRjqbuhHy6pPdYZ2pLgCyhw35oPSJOsOqf7H9VDXadsFK9Q/1rXMcfGyymo7uRLl4v2CWai6VIb9KHnicxDM8H2CZUClBIZxLPsEQZRTB8fG6di+RF0Vt02dx1NwHZQSjXbYr9wBjUOmcBz1qw1yyql/6q+2abvWledu13qc7yTjqmPISQJwlD1WPhl79UH74uP9mORa6FopZx/LXiapW/tUB+vH7kU/hvs++wyoHtVFrqS6VQ/r8X0QH6vjM6qsBOyGZyxbp/qj7dShZ1i5yqhOqaqYuc+fiVzoHbkI5r4X9L5R3f6uSd5FeofpXZWb69iD/ePvvvjdzTvM3+/RHyP6g8QhfwL2BbT0XUBOjCqOV30sCzIBjwK8Ct9ZfI/wnfbu0aG9e3jg+cefBtXUse+up0cO4+gDxysXoBKQ8rrzQCvKeVt53AMBVuwDYEl9Rdv6XgvnFNo9B1ev49fUR7hOYNJn/virx1wAUSChRgJIAaeANoAswI4rlBLoI7VVDKxQWQla/dGffc1d+wBX3/nej+wHP/ypff+HP7Fv/eMPHFQJWBHrKqO4igK1C1jFeT5wJVdBgStyASt3FfzSN9xdEUjFDIcAK6Ccg6skCLvODWCVC61wjQRU5aZccCVAJfdAYJRiggGtXG316yF2lRRW8f5MTKsIbgGtpMwi95n3EmglpRXgB2glQCTFEyooxbiKlVSCULH6StBK23LLxOsqK6hF3bSTAVjbn8oosOiTEuCKfgKvBKuktlIueAWQ49zPFVev7+XxQuiTA6Xylj3VuE36fJY6dHpxWZbzxpl6RXAV13mayxmugQmUeKnx/wr9ygULfprxeMXLGoM4z+n7q4//cUVOXHX+5fzl87brFbxEcZWvEc45RzGXv9jxwPk/c3D1smuV7yRObDujms+Pe3nZE/cqfXwRXDt2776H+k+cT6IgPMP1zHfo69qmH+Xkucv84NU2ljFUCLBLrCryEJB40+N7ZMAViq3kn12O0Y9s5Zl/npNZj7SdXD+wTzuOY1Uutyxt6rh4n5a1X4YI2+OU+VGf1MM6ZVU+zjGgNF7kKscxMrZyt6u+3ONyy2udXMv52sbQw3BjX2zsaZv6pHpoV8vsi5f/f/beQ0uy5DrP1XPhEa7Eey/GtO+u7i7vvTdd3nvvsjKrsnxVz4AyNCIFWlCE6CQRIgkBBCmCBAYDgMBgMHAzwNb6dpw/Myq7ZrqHMAQGmWvFimPixIkTx+4v/73jg+ZlHAKuAFbKBai0jOWCVyzz5QlMi41SjPbU7pYHXCY2GrGsUFuhqMLwlVF8nBj17F9GtNbJUI/nZaQXltX8devd8E7UKRj8co1SDsDxfUVxsqiHpHrVlnh5vC9Na73m2U4AAwinaZVjPYl5rSPXdFzOy0TQIgZXKqdttb0glfIYVmlaUEkwBIhzkMRwUj1qH/OsVw4QkgpKy1mn5HUl0Mpd9ag7glYEsi9se1yP+ifOtV7bKdc+yVmmdjGvdqis8ngb7SNeRjktJ9e8rgvlcX0qp2XMU07bxuvjadarPi0n1zTt0rSuXV3PKkfu+0qAlQAWy7g/VY55EvddvJxprdP9rHlylvm9mrgHB5VlotpM6ovLqTzbkHgexdOaJ9ezTM8pzcfPtLgc06zjmRs//4FTgKI4F5AHYsVltS3LqMvzBH4JWpHr/cX614BWF+f2icsLz5kHREkBRVltKwBGezQtePX660+vlHNYlbgO+rQHZH+ai2ul9yL7UYB2b08Et5j3Y0r6pAiuflpfVD+n9X7u7950QKWRAYFWAB1gFCoqABYghxzwIxXW7336814Gt0BiWOESSEK5Bbz688/8o48U+M53f2Df/8F7Dq6+870fuPKK+FaCVaiscmqrJCg78a1iN8H3i3GlOFe4BgKrSEw7tEpGEkR99af/8x+87VKIkZM4Ho5X0Ir8eeAKWBUnKa7kIihYpRwVFUCKXMsEq8gBWspzYOuakQQ1miBBy4n/BOAB9kjBBBR6P2AVgybAVAyhBKoEoXxd+vdsaS8klFm5lCiuAFWqk5x5wSuPdxWBK7kPAq9QgwGuBK/U9jjXcUlxxbVY/P10euD9oQSG7dW4PdeXfbZc3NLCbQrn82UL6imANrly14CPF67z/cCVse8KY1zFkOf29uzEh2jXc8GV7+9qH8c7LDyuwvlQljZHsYviCq7pq3j1s9M/A3BFTKoXAB2FUOZfHVw951zhB3lFGPhs53q8tevjdF1X+Nn4bFdL0Y+F5/0DroUkyP6V/b/ftew7uq7+qy0Icy92Pq/b8qe1jI9ZEh/ncdKHu3J9+DKP4aCPeXctTGKAAK9wr8MFTx/TfKwzrXly6iLFy+Nlmo7LqKzqURmBLNojIyJus/anZeQkNyKSj3jqYp46VE7Tcc708xJ9Q33UExtY8bTqwMCSwaVlyq8rf90yysvwi+uirOa1neaVs5ztVTZezrQMSRl3yguhleBVvFzGLXVoWjnxbQBVxLBy9zyPfxUZv4nxjKGr7WV4y/iV4ct8odGtZdof81qmeljny5KYPjL0gSeaJscAZxvBBm1XWJ/Wq6zaJKhQuFzz2q4wZz37YDl1XLdedajNAk60u3AbzbONYM1+oq7y8lHsoysKqAToUUZgSHXFcEntVN2UUXpmu6R9XjZSfrEP1ZPbR7KssF6OIy6j49I+tU7zcRu0LC6j/VKPzq36nGVKhcuuK0sZlSf/oHmtA9SqrNqlfcV5vD+mlXLbJufLB7aI6kRx5mUScMV1TX+zfXxNa5p9Mq35uBzLqCtexjT3Nfer3zPUGwFs1UNOmfj5wrSWx+tUhlzPMNZrWs8tPTP1LIzX8xx2hSnPwwRcAYsAVQAsEtOufEreDbj6xe8V6vAUKaQEoPTOceh0cZZTW/0q8Ir3ymt5hZSXjUYEFESjLrYHWCnJZVB5rkzyLtX7MIZiAld6R7rbYvQHkb9PE3hWBFc/rS+qn8N6v/LVt4MSKYE3QCmBKaAVyeM/JUolAR8UVawTtAIM/dlfftEBERALaAVswi2Q31e+9i13F2T66994x10GPwhcxS6CMbSS2gqFlYK0C1oBqEjAK6msyP/nX/9TTlnFyIccH8cBiBOMi8FVDK+AeYUugjG0wn1SLoLXqa3imFWosAS5pMgiF7RSWYdXBaMIXoltVQCugEAAoevAleCSoBR5DlwBpJK4VTG8YhnQanHvdz3FAItyqrMwB1zF0Eoxr+Q++C8BVxx3EVz99B4cwBBUGvKU054cHBSoN64HJ4nqwl36tHXIqaNQNUUdLPu1gh0+u7/EIL5S7nO2WPEx+5hDpvy+XrzOEOfnivGeVBP2n1de5WsvnHrxdj0fXH34vis4JaFxKMaeUadd31eFR3N1/noI8b7nvSAwuvehAj3hGlh4khNwmIuzdHXnV+au1JVsd+2xF7ThSiXPzPx4xxfOZyEsMneD9GvyyrX6zM6vuqQ+u/raJbilfoz4YFfWBkB1bX+4Mgz32isb2OeAVNcAwxeu/0XOp+87HxPvagt+dnMOLiIgow92/+AvADmUZbkMA48RdUFw92TUpXNUUwCg8KGvj2vBI3I+rtmH1jHNMsEjLSdXOXJNU05JZVmntjGNEUA7VWe8XtsW5m6YyHBJwBN1KsX9oWWxQcUyGVJxXUyzXNuzjbaLp9WnKqd57StermXKZexpmw/K2Sfl1V7KMh/XoTIsU12nGH4JDHOAFamvmJeRmoNXidEbG6TUJwNWcXwAVz60PSOaRYa4jOJ4Gy2Ly8mA1jLq/6CkOjDMmUZ5IkNbxrwrfxKjX/WyH6UXXcY+tE2cx9vHZZgWYFF5rScneZujegU5YngVAyCPO4UrYQFIche5BNI58EoUT4Jf7rYXqbhcyZMAp7guTXvbo1hTuXoIDJ/En1JbtQ3HWtjuuIyOmZzl9ImmVS63TMAmKattVU7z2p59Fy4r7HP6WvXHZeNyLC+cL1xGG+J2FNap7ZVre+0zLq9p6mNabVSejSCr6vFy6jvam1z3Oqfallz3J9uQ4nuJ9SrLOrY/Tu5b3y7ZB/XzHFCue5jcUxJfT/OFzxvN8+xhWs8gPbPYTs+teB3rw7q8epj1xFzMQSoffCPAKp5bWk7O9jxneTcoZxnJl7Gc908Cf1gWu7wT40pqK9wEX7/kPRTeV6zzd04ScL0QSFEny0gALU2TA7NYrxS/G/U+5R1HTCvmWf+JT7yWg29xeb0fi+DqZ/eN9a+6p3ff/aH92We+mHOZAxDgRkfSaICoruReB6xSYj3KKkboA1qRmAZYAbCAR29/+3u540Nx9da3vms/+pF5bCvcEwFXgldyGURpJbWVFFcCV0CrFwVXACziWn3mf3/Zj0euj4JVHCvHpRyVVQyv5CoItCoEV4ptpZEEC8EVAEoqKsAU6wFWJLYh/yBwpfhWxHcSsLoS2+oTf2q40UltJWgFGCpUXAGXBKsEp6SoyqmoklhXAloxtAJe5cBVQXB2wbAYYD0PXAHXnqe6ihVXRXCVu4V+KhMOJRZD/KGPJYGnPQD6NTDr/QFGADAEbsaAJ4D1x5i+tg5GUQtxfp63PwcF/+ZjFpdbJCg6sI1A2Qkk8RhVL1hnIRDJdypQ4/3VT/lyCWx6gXa9ELii4iTo9fP77gPa5/BKfRXgHn31XAXZlQNDFBSCqVdUxP37fvv9IFfBEID831zpJ66JFwMbheeJ+WtBzYcCVz/e8XlXFZwrv+YrngWxBd3qs6FvOTfvn3RNx9t/brHCRx8MgeHDttdBwdw279PGApYVFX+R+l/gfP6cgCv946x/oPXRzgeuPt61DCNAH/e+7mn4KFc5fSBrXh/R1EXSeuVapnnlKu+GQbJtvEwGgIyInCGRBL71f8/933EMjad2cfHUA+fSLhkhXgdGSEGijJL+EXejJgFQGFLUIYNJhlVumwh2UU5ltV7bMx/XES9nG83Hdai81p8nRp2UUOScxyvz1xh+arPqI8fgY7mSjEOVYR7jNF7Psng7TcvYpayMYaa1XEZxAEX5EdRkKJNrOxnL2pZcy1SP1mkb5mlLPB9P5+qI3Jpoi6cIUKkcy93IZ10CM1QfbWCdtndjHkVZtJyyQARyJUEJ5V5PFJRd0IHyOk6V8W1QTiWKqTh3ZZSrmAj0HYKce3B1H+0wuPIBPQA3V+pLwJiWsV7lBF2Us87Xv09MLLkYKih6CMiuYPD52Fq0VWUFsNQf2td186xTop8d1CW51xOtz5VLjo/6VDfHyrSOWX1NGZYVro+3VRltrzqU6zxr/3F92j91XEnxMUSwTnUqZxs/Bwl4zF1/AkdJ2ymnfWlbXR+4ZzLNctpKWU3nrvuC+5D1R8SWOzpy2Ax09kEXCq5RPRfI/V6MBm3g2ZSD27EiK5nWe0jPHXI9c8j17NMyPbvCiLYoqcJogzGIOj8/uTrQxikDcoRylA+DeTCoR3AlzL8/Qjwolvu7JgJavI/i91N4jxB4PaSnT3H3uzRGHNTohK9dBgBFXUqAKb3H2K/2Hb/TKBNDK96Tele+/loYTZB5h1hJWYEv7Uf1+fzTi2Jw9twX3Ud8AsUSwAmXPwAOUEpB1lFNsQ5VFevkNiigFQMr4BewytNnvuhKKBRW8e+7SYwrlhGUPQZXha6CheCK+FYxvKLdUlwptlWh6gpwhdqK9gOkBKzkGuhKqz8IowmyHmUVMbyUXkRpJRhVCK7kBshyQJUUWswDrKTMktLqygiCkYsgsCoHrBKVFS6CJNzo5F4npZXiSCkwOvGmCsGVQyuCrCfuf0AppgWtAFULqXyKVVfaJldHAchiX3IXzMW6OsqPNEj7aKvglXKOI3YdBMiROMYiuIrvop/89BUY5e5O72fevuC+P0wdL1r2RcvRxA9T9sohXa/GuVKkcOZfvK/CipL5n0R9Xsf71P+ii38SdUT7+txP4rii+n7syZ/E8SXH9GPeLR/qUEI/fphNcF/8XIFa6/23f9H6f+7OZ8EhxR/r/tEcudEJmgBZ+DAXfNEHOx/LmlYewyj9G0wuiBV/dGsbLVMel5eBQFmVZ5k+9vVBz3x8LMz7SILnGBJPc/98c0zUo2Nin9pHfHxMy5BwpVFiQGGIYTTFBhXT1OvbROBK86xXeZWlfLxcRtl16+N6rtuO9qF4wiDEMJTrnkCW9kMeG3xarmVxrnbEywSmWCbjtHCaeTdWE6jFdDzPejfqI2gk8CBjn1yGNtOqQ8vjeaZVhlwpLhMM7jwM0zaUFWBSrrpkdAtIkecMbu0z2R/tV1I5HRO59k+u9gkUaJ0gA/NMa308Ha/T/mJoFU/noJGPphdGBCRguuoTcGFecEPTmicnOaRKpuMytOHqPhkFkJEOgVN7ySiFGUun07a3RxD2q+VDuXxwdj+ma/YTt9mBTQLOcu2K+l9t1zbKtVzHpOX0qdZpGbn6Ol7HMvYZl9N0Yb0s17baTvPKta32RX+oT8m1npwyunZUXsDK+40yEVRVmThnmjKU5zxtbW1Yem83d6zaT3zvXLlXfB8oqY5sb2/Pdnd3w4iciSuryurZoOdF/GzSPUQulaZyPbuY5znBM0h1aDrOmSb5M+iUEV9RUgV4de7KqlCHP5vPz+3y7Ko6OIZWACc953nu8y5REkziOax3B++MwuRq4wRcAa2eAqouGKk3ACx3peePkQhc5eouWMZ7TVCL8oJXvix5R8fvS9ri8wXbaV8xuGKfRcVVwYfQR3EWd73//lf/5NAKcCXXP0CPlFQAKWJVsV5ugVJayS0QuIXKSkqrv/nbr7ja6t33fnil236E1Cr5vfvue/bm175linP1xle/lY9x9UZQXAlexUHZgVdSXAGqBK3IUXgpJ74VcIs2AqVwDRS4inN3gUxcJGNgBbS6Aq6SwOwCUFJakQOjFNtKKqp4PdsAuArLCFpdcQ8kaHuBi+ARIwgm0AqVlVIMrlAwAYUcWB2FoOiAIyCS1FDvp7YSuJJ7INBKsEoAS/MOriLoxTaqV9CKfcZJAAslmKBVnNN2gasYXkl1xfEDTou/n04PXAFXP51d/GLU+oHxfn4xDqHYymIPFHvAHM7oA93BTwJU9JHOhzof/v7xn3y4C/b48N/JB7wgFduxPoZPAk4s0zS5pmUAqF7/AE+AEuuok6Ry5PEHvz7K42VMA65OT8kxWPJKqsL6aIeOj3XMk9MfGDMyqNxAStxUZFipb/hXX0YUOcvJtS9yLWN5XDauS9vGZbWP63IZWzIO3eiLVFe+PjEC2Z59keL61R61Se2J590YLVBkyahUnSqPAcs6Gdqaj3MMV4xojG8MdjfCCxQegkihnqCAYRoDnLpI8bym3UAvMPRZFuq5GktLsEAQQHVixHt9SRsFB7Rcx8d2z0vaN9sKDrCscF5Ag7xwG5VlXa4t16iuFJ8KWLS1tWVra2sOGPYzQSUl8EL91CX4o/rVvnje9xkBJdaxnfZFHyrRNqb39nZtfX3NFhcXbXV11QPwHxwEhVVhWebZjvoK96V59sk0boekTDrlbaAdbK8A79ShspSPj8P7/CAPlLRe54KcpOso3rfq0TbKKRvvj/aoHtq5sb5qy0sLtruz9Qz0Uh2UZ9qPP4Fwuh9UF/tgtEG1jeWU0bVAH1BG5eM8bJuHtNx3s7PTVldXY0uL87k6qVv16/6Kc+rc20vZxMSEtbe3exodHTFGCmWdtg/3Rpg/YcAF7tMkOVxLIDDPKj1btZ48Bld6psTPGJbFy33+PCinBK9OT/Lq0fBsPrWL03M7PUZ9xfOePzakzuJPD+aDO7Teh7xD/J3IOyEaPETvCL2vwjzvDd5LjBQYVFcXuM5H0Erginr1znr69Kr7oUBTrJiiPEnr2J/ehb+auAYyz/uVNql+9iHgxbZazjEVwdVH/Ovvu9/7gYMd4lOhsEJNJSAld7+/+F//6G6EAC3WC2ahxKIMUAhYxaiB/+Ov/8nzv/zsl1zl9IMfvPeBPQjEeuOrb9mbXw8B2uUuiPJKroICVrHSStAKQBUnIFacgFZ/+TdfuhLHKqew+sN8XCuBK/JC18DrXAQFrsgFraSgkhsg6+RKKEXW+4GrGF4pKDuj6MlFELWRK64ScAWsIgF1SIWKq1hpJWglN8FYJSVIJWhFHkMqpud3fyeXAFeUUXkAlqYBV+xD4EqgLM4dXh196gq4klsjuVwHBbF0XKiuioqrD7yVfuyVRXBFF35wUOsfu5OLFRR7oNgDP7Me4GNWH+f+YZyAGwdLkducIJOgDh/P+oDWtNbpo1rbMM8HdQy3MDYwcDCMVA/lKaftlLO9DAeW+f4u87FGOAYljgUDBAMIYxalx9ERICkAKW0vCKS20x6WsT5AHaDXsSfqYgTFzY01N9IwmjEGYwAk2FNYL/Vpn9oXZSjP8VMPRivTagM5ZUM7gpGmaeUy5DBc0+mUG70CKBiH9AHtF7hSeerWfqgrro/lOg6Vp11K2lbrmGed5lWOc4oRW2j0yrBlOW3c3d22paUFW1icd/WHDGxtS32UZTlJ9TEtQ5llKq/p2GgvXBe3wetOAADtof9YT/2cE+pRn5I7YEkAgeopLCOQQM42Xu816hnfLjkOAQztV/Mqo3lyn46AFbCDRNuUdna2bHx83Nra2qyxsdGmp6evQqHk+KgL0PJ++42X59qQbMt2HCP75D4TONL8wsKcdXS0W1VVlbW0tNj6+voziqu43ToOHaPaRRsK28E6L59ALKYBZapDMbUol6vnMJzTuH5Nk18pW9A/rIvLqj3aD+vUTpVlHqBTX1djZaWPbHFh7pnjUD2eJ9eLrhuWcY1xDVy3b28v+43glV97um5zx5C/V6iT8pub61ZW9tgePSrxEWK5D9gP+yu8h5j3dHRo++mUtbe12uPHpQ6t6uvrrbq6yuEXdasO3Rtnyf3LPaD7K3dPsL+cQvTY11NG4ErPoviZct2zRuWktDo+PrYTV18BrsIz1Z9ppwFcnZ+eGQl4dXp2al7+hGdleN7rucmzU+8SvR95Vup5rme6v5v0TkqgFRBMKXYVvHSglQdQemcJYvH+ZV/xvN7PWq79CZoJVukd6+2LgJUAGLn2x36K4Opn9on1s98RwicUTv/rf3/ZVVbB9S+orFBYAawIZk5iGsUVgEsxrMiBVoXl2Bb3vDfevOoieN0Rfu/779pX//nbrrgitlUhuFJsK7kIKraVwJVcBWP3QJbhGsgycsXmuhKEPXENlLvg+4ErwNN/UmyrT4YRBJkXkBK0QkWF4op5X0+Z3/krdw0EVrFO8IppIBewKk6Kh6WA7C8KrhTfCpUSCiaPbXX4qZzaScBKLoBSRkklJbc/ANXs9idtdueTuUDsglax+krgKs6pQ+BKoEzzAlksB1zFiitBK5ZpueCVoBU5xwjE++Qf/Swdcq67Yj+6y365wVXiSkUQ+esDKH10T3zxyIo98BHtAT6I9WGuXP/OAk/0oawPdsEtzy/Dv8x8nCtAO/86U1Yf0uSa9o/s14k5dWarq8s2MNDn4ALDQtvE+9N25N4m/lVn1L4rICsZEfGCMpf+L3omk7axsTHr6OiwwcFBy+zvB2MFd5Hz8G87RohAErmPJHV+FoYxP8ewCW4nuMSMjIxYa2urG2vU2d3dZXNzc3aQydgZBtFZMITOz/Luf4JC1E2bSfEyjhk1Rk9Pl01OjLlB6YZF5HLINmyv7byeSAWGQTs2NmKdne2e4/ozMzNtC0uLHoPm9OTEzk7ykEz1kQs2eZ24GiYqKTfyIiClsjIaUTKcnqCoYsQ/DN2snZ0GhRV1qF7VhzHrBm3kGoiiIpXatb6+PgcbFRXlNj09ZYeHYZRBgrWfnGDMAqUYpQzDOq/Qyhn3AkMJYDqmTPbQDg+yISfwe1QHAeFlVMdGdmxUx+sp41AiUrdgeAs0OCjAYE/cr+J2adrLJIDBt42gkwMJAEMELYAvKJOyB6hpSFnD7S8GQwJUIRe0wv2Lchnb3Ny04eERq6urszt37tjQ0JAvD656ALiDBCIBnsK0uxYmQdQdcCTgQ9Pk7C+0D0gGPArbc78xLfdEpldWVmxgoN/u379v5eXlrroK5UO54D4IcKXO4E7o6/cDgKNP2J9ywTH2tbOzYxsb6+6uxvEGJVc4durd30/Z/kHKMvu7dpDdy82zjHSwHxKuk/uZXcso7e/6Nl6G7ZI6Ml4+ievl8JC2hUR7DvY5X8At1FZALPKs90FlZaU9fPjQlpcXLHuYDu2hHZznzL5l9w8sm9n3afWPxyTLci9wrthP/pzpHNNnvi7pp3At0Lf58qEe4OmRX0fcX2zX29tjjx8/svn5uRwY41rnnuX6173BvC9jpMDjIxsZG7cbt2/b6PiYX0/rq2s2OTHhajKuD907PtjCMbGscAvm/g0xsch92XGYD/c5fzIEN2eeC0p67ug5wvPg5OTE63LYdIRLMnDq1M5y4CmAKNa78irnOkiZfOIdcH56bicnZ55OUWK5Mje4GQqCnV+c2xnvAoDTWT4eIu8jfyclf/K4guvsws5R9l48tfNz3kNMh/cR6q6cCusChVV4Vym21tOnxLAKiUlbXJ8AACAASURBVLIArtefElwdF/dQ1l0Pn17m/oARuCJwO1BKud6NWiYIFue0vQiuPqIfdBzWd773A48X9V///O8dSqGkIglaoZ5CrURiGQorqatiWKUyLKMcLoJ/+w9f8+Drz+s+Ylwx2mAMrFBbueIqcRUUvJLiSjmAiiRohYugpqXCArShsAJaKfi6Q6o//GwYITFxDywMxo57YA5AAa+SJKUVgEogymFVArjYxgO4J5ArVlgBrEhArhhcyUVQOQHZY2il+Faxq6DUVjG0EgRCbQUgAhgBrVxhlSijpI4SrCIHSs3t5KFVoeKK+RhSMS2XQSmwvL4ozhX7lfpKiqsYXOXaevgpd2sUuCJnXewqKIBVVFw972768dYT+FkDwf14Nf0Cbk0QawLSPzNq2y/gsRSbXOyBYg94D+ifZaBVgFHBpYB/nrUMqCS4Qxk+gvXv7dOLvDsEMUSYf/21JN5Gop7Sv8LAIerCOHnypN8qKspsZGTIoc7rUfB2GQbK4/05wIqUYN4u/6da7h5ntr29bcPDw1ZbW+tqD2KxANcwVsI/4Jce8yqGQkwTF4Wh03349NMTN866u7v9uffkyROHVZOTkw7EUJFsbWy6QaN/8c9O8wokGV4COcAnQSJyQND42IiVlj22rq4ON2QdHBaUE0jStjovlF1bW7GGhjrfvrm50ZqaGqyyqsKGR0csSxDl7KEbbNof+4ynMQrVPoEp1mtZPK1llCMBrGSounF7BMgK67Q8lEuM4UTRJMUF4Gp+ft7hys2bN218fMJhm4x0jFqSjN1gfAd3soMCWCTwc4ixfxAS8AqggCEP/DkgHQRViAxz8nhaRruWA5ZcQRPBJcEnARXtW5BF6wNISMBLAqZYx/Ic/JF7XIFyiXbu7wOU8sCCbQSvmM7VcSBXuQB/0mnc9Pb8HgAMFoIr+kNJEIRtADAoCVERSUkEjHC4lii91Hbf/wHtIQVglK8zD9BQWZWWllpZWVlOcaVy5GwLaEql9jwPdQGawjHRtyTmdey4qgGS2zs63BVS+yenTurLZABD1EMA8oxlknhbwLYA3PZyCiuOmfKU8eMidyi358vS6aDk8v0nIyRy3AGQ7du+IKCDqD2HV4cO3HCr27OFhQWbmZlxUMs+Qh+y/4wdZA5sP02O6+WB9wfbhPMBmBJgDNeB7g0/xgQU6joLxxbKUwdlDw+PPPfr30Fo1tuNGo92Ofyi3fvp3L2se5ec+9pVUCdHtp89sOq6BrtbUmI7qR07Oj526BagHao4oDAugXlIlU3uX+5doBMw6egIIE0KEIvlADX2I2jl76QE9tMGljusOj1NQO6+HR8eeRKQOj4mzh91HeaO2bc5CcuPj479WXjCvrMAOdpzbgcHR5bJAPcAaKiszr3fUqmUZXheHONWfR7+mCl47/B8ZNTA8G5hZNtLy2aPbGcnZVtbu7azw7WzHyDaOZAsvFOCCvjIwRb7A5RxvnDtpZ2AMN4pT88BVRfu6ou7bVAtZvyPDN6jSkAq3pHKmdY8y3LvzOTdzXZFcPUR/gAEAAGdBKSAVrj8AaCAVozCh8sfZYBbJMAU60goschxEWQbuQuitvr2O99/oZ4DXFEWcCVgFef/+MY37TpwVai4AlopobICXNEuYlqRgFbuIhgBKwAWwArXwDgR46oQXMVuf8AngJQvS0BVbrTBSGkVq7HiuFaxykougqislApjW8XgimDsxLZS3CdBHZRWcg8UuAIcucoqglYxcNI0CisprVBYSV0lYKVyglSF84JgAC2prMiVBLHIgVe0D0CldjL6YAyumOZ4CpVX9EMxxtUL3VbFQsUeKPZAsQd+6XtAIEQgSh+5LGcZQIdlnks9FI2+5C54SQDaoLrKx66K3f7kJshHM3UvLs7b+PiobWys+Qe4ygJ4KBP+0U4Cnnu8qqQ9SawOhjjPg6f8P+UYBxhFGB6ooxoaGtyIl/ER/h0HcuWVTIIyZ2f5oOsYYBicjx49soGBATf4MIowAjEiULHs7uy4gSHjSeCqEPgwD8RhP1p3cpS1tdVlGxwcsPn5WVdcsU6JsgJC2obcYVASG4a+ow+3tze9DgBYd0+XrW2su5F0cnTiMV3iutwQTJQUAk0sUx+wjHOg9qqM2u5tOszaKS45KCrcgHzWXU+Gr2CQgE4e9KAmOrSenh67ceOGu7blDWyM7tDXGHQsD+ojQAYGfT6pPuoPCpUE9iTbCQhgQLIeGCNYJSM97hPBGsowrX3F0ElARcck0BLakIctAVLkXeri7QAhuHjKzTNAkwBoAFcCMSEPMaNwrUyldnIQR/sFQAgicd0DbjGC1beuOnRlUoAjgkYCXCi0dnd3cuAqB+wSFzjBq/z+ADcpv8eAwuxrY2PDDWz2H+BL2g3tx48fO7xCgSXIJOjDtmxHQkXFdrj80Tck+quwD7e2Nq26utphMvG7tL+wbQBK7AfApbrZTzoNmOK62bcMgcXpo41N29vd9TrYfygX1GOAVfrRj2UvbduovDa3bHNzy1IOl3BPJMB5OPbUzo6lU3sOovZRfWUCRKMM7aAuzpHgGvva3NoKfZgK0/QRZX2frhwLkJF7gO1oI8e8vLzs9XEO6Cddoxwj+yGxDeWXlpZcgcf2WkbcMRSj7C+1u+1wMr4n/B5P4l35/XB4YEsry3bn/gN7XFFhyyvL4Zi2tv04Dw6yDh8XF5dsamrapqamfJ/hvg0qSs4TbWefJNpF4ng5J7gIcv/IfVBuhrQFlSfndHZ21hW0w0NDNjcza3u7KX++AXl47nMdo7Tlz4be3l7jTwb6OSg3j/18j4+O2djIiG1ubNrC4rL19vZbW1uHKxTpL/qO+6W1rc26erptfmHB1Z7+50SkmpUKlj85WHd6fGbraxteX0dHl3V2dltra5u3BeBE+zhvtI34YPQFKixgGf2Foreru8shpsfCOjt35ejoyKi3hXcZf5YMDQ36OWP/rroiFmQCrlBdAaz8fZ1AKi3Tcs+Lwdk/ut99b3/7e/bXn/+Kgyh3+fvM1ThVQCsSboQAINwEcSX0mFaMHKjRA5NpgSsUT7j1vehP4Ao3QSAViWmSVFeAK6mslEttJWUVOcCMYOy04a8+94b97h9/zqEVaisFZY/VVjG0AlYJXglc5WJbJeopQJQSCizgFmWvQKtImRWDKwVrf1FoBaRBYRUnArMDrVBbSWkFuALwxAqm2FUPqARoEozStObdPRBwFSXUV6wXxNJ0PK/tBa1yOQHbrwnaLniF+gpQJcimgO0xzGKa49Fxob7ieIvB2V/0riqWK/ZAsQeKPVDsgfMECp0lMEofvTmQBbiK3Or4YHZlkOJKyU1OsUOSWFJSSykXmGKeuvlXHUOFf9MvL4BQiSIpCXIOpJFxADQ5BvwoeG6yjjKulHK3vlM3DjAEAFcYf8T4IQ4LBglwCQMDcBWmk9GoPIg4/7gf2MlpCBZM2zCaMfwxvDH0pBCQEYnxnd0/sDP+uT8OLnm4FwbIFJRHMewJBliAV8AgoIkDgWxQ5WCwse15As8EjlgmQ5JAx64GQt10epxTotBWjFgAFnAje3wU4rycnCaAKbj8UCd1eR1JsGcZrAJUwQ0wH9fKgZZDN9oetj85PrJsohaRW14IHC0FE25HweXIVTyJqoV2HhJryIFEMMa7urrsxquvuooGQ5d+3d4OBr2Mbfo8pIzHGuM4BXA4XlwkU6lt20eplD2w9H7Gtna2bW19PR+cHJcsVCjZTE5dEo5dgd5pb4inhAKF+ESry4sOWJeXF219fdWIHUU/q7/Z78rKoscMYhmqEdYDFFmOIo52CiyQEyuNuF4TE2Pu3gm0pJ6gBEJ9tG1ra6s2PzfnqhgM6YWFeRseHnTIOTk57uUBPA4u0oCiXQdPKNgAqk+eDLjxDeB5+eWXDbWgq3RcWRUUWcCD8bFxd9dEmYVBvDg/azvbm1cCnwvkOcyK4lnt7e3Ywvy8Q93Ozk7r7ur2c+gwJIXiad8BL/cPrqDAXgEZIAaKH4BwCPLdZkODQw66dFwxyAPOML+1te7HhkLv7t27DgG4R4EV9FO4drYdWAAIMPRJuE0CSNJ7ab8egBfdnV02PTllm+sb1t/X77HABgeHHKqgSGJ7lF20m+07OrutobHZ2ju6HHhQH/1KDLG62lqvb2Vp2cEV9wYQheMDOJDW1kKML46d4ObNLS3W2tFu84sL1jfQbw2NDQ7kmpubHdBQLkDLADFxAQZusC+eaZ0dnX5tcg3QN4uLc9bZ2WF1tXU2PTXt/Qu0x00T9Sl9w/VB/TU1NQ7+KisrbGx02BV2PIu5Hzjfx5HbIPcrfzI0tTTbS6/esFdv3bLq2hr/Q2B8dNQO9rO2srpudfWNVlZeafX1je7+izs1UI97Orgn9lp5eZkrLD02VlWVlTwo8b4BXPEe4JnmMa4A6VJ2HmUttbtjnV1d3tdca7jAVpZX2MzUtKGgAqIDtbjeOd/sm/NC/K3+/n7b41l9cGCc94qycntU8tCam5qtu7vPenr6vM3E7eJ9wfUI9CJVVFVac0uzpXZT4d0R/dkR3j3JoCXnF7a+sm51NfUGtJqf57mx7HXjKsv1BLgCYHEtsIz7BHDFe4W2EwuOawA1GAou3lGjuPvW1jlk5Hrgj5SammobHhrw5zjv0hy8SqCVg6lEcVUIrXi3s76ouPqIfve9++4PHRChloqhFfOoqwBWf/35NzyxTGorBWVXbCuHVwnwohyQC6BE/S/6E7gSpHoGXH05KK4U2wpwFautUFmhsAJakdj/Z//2Kw7agFXAK7kJ5hRXkepK8CoGVxpFMAeuklhVwCqWUfYZuBUprVBiAa3kJihopRhWhbmCseMiiNoKlzh3C2QUQaUEWsVKK4CO4E4MggBXgCJgEiooIFOcYuUUSqvpzf/iiWmgVZwAWtfNA7FIqov9CF4xTdI6B1kJ0EKFRfsAVnFS+x1qJQosVFex2yB9UVRcveidVSxX7IFiDxR74Je7BwATACI+gv2jNvkYlsqK5VJbUY7lACSMcAz0paVFW15astTubnDnOEEZheqKYLB8KF+GuiPV1uHRvu2ktm1lbdm2d3fc8DgnOO7xsbt3bboKY91w/cLgWltdtdmZGVtaXLT03l4wVnDruwjKKdRTuHqghpifX/B//XE9q62tt5qaOl9+jvtFEucEJdJeKuVtJ7bS7OyMoeTAUERphTKHGDoYfiiuMIz5t3x5dcXTCmBhYcGBGMogYknhMkO7V1aWvY0oPugbjI25OeDEpv/zjwHDPvYzGVtdDcoDRl/DwPMAwSiZcK05OvIYWsuLizY5Pm4zU1O2vrbm27mC4BjwRwD6dAI2htzQnp6Ztp3dHcNNx11lPNZMiBOFimRudtbGx8c8cewb6+vBhe4IxQPBkUO8GQdZSXD609PgRsN69jc7N2t9/f3W199nI6MjtrS85O0KLj+HbiQCCwkKDhQhpk5/f59vt7uHW1ZQvmDQBnB10waeDNrM7Jz19PZZS2ubdXZ25Qx4+gblxOTUpHV0dlhPb4+trK3Y4vKidXZ3WUtbi01MTVgqvWd7mbRNTE1ae2eHG9uNTU0OENZWVt2AxhAHMGGok6ibfqRPMW7po4mJcWtqarTGxgY3gMmZHxx8Yjs7qHCCu1pzc5PV1tY4KBHQJG5Qe3ubG80YvyiZAGq4bm5sbriqoqauzpqaW6yuvsHqGxptYnIyUQ6lbW5u3o+/tKzCmltaXcFR39hotQ31bkiXVZa7K+g26qu9lB8v5xvoUlVVbfX1Da4goQ8fPnxsr7x6w4aHR10ltEf/pPdsanra6hvqrbauzlraWq2ltdVhRG1drY2Nj9nWNoAucRksCEwe1FAZm52b9+1r6mqtu6fb66iorLTu3h4/Ts7x+saGlZVVWHV1ja2vb7oLHO5To6NjVldXb+0dndbX/8Rqauvs3r0HNjwy6u2jja4gw+0vHdz6svv7NjszZ/V19fbKK6/Yxz/+cXdBBMIArwBXgDEgDSENABhcew2NjVZaVmqDQ0N+X0xOTfk5vXvnrsMLQAXAA8ADVOB+RW3zoOSBb8f29Q0N1trWadU1dXbn7n2HNMCX+vo6A6Qwff/ePevp7vbzCLRbWV21zgRSlJSUOADjWgN4sc9bt27Zzdu3rKqm2q/Tzq5OV+jcv//AyssrbXV1ze9L1EyomB48eGSNjc02Nj5hPb39dufOPWttb0uugT2/N+obG+zmrZtGzrltbG5yyMN9iLqJdlRV1djU9Iz39f0HJVZVWenA+whglSU+VxiUQICbe2Jpadn3efP2Xbt5547f96Ojow6mcGusb2iyByWPbGp61lbXNrxsyUPmZzzG3G5qz6qqaxzqzM0v2MLSsjW3ttmNmzeMUQldZRWBqxBHD4gVnsU9Pd0OdjgG+ha1WHVVjY2PTdjJ6Zmtrm/YIw8Y32k7u4C8rG1ubltrW7uVlDzy6+Ywe2S7u3vW19tvN169ae3tHf5MOTg4tIWFZXtYUmr37t/zutkH6cngsD0uLfXnOG7k4U+SoIplOsS/emqHh8fW3NJmTU0tvg9iZ+GGuLy86vHNAJUec+vszJ/RxDyT4ur88sIODrPW0NTo1yrPbVwHN7c2rbKq0uhn3hlsT5t4DrW1NDl8593s722AVASlNM06gS3a68uT93DRVfAj+N2Hax7AB5WUkkOrz37JlUqCVoAoIBXgSoCLGFcaSVDgSq6CqJ7++a3vfKgeozztkXtgDK6YltoqhlVSWSmeFcfCNAAL98U/+rO/c4WVoBW5oJXnCsye5DG8kooKMKUA7IJVlCMJXHkMrARmKR4W0Eqxr+J4VopppThWl7FrYAKsFNcqhla4BpIU00qugYJWCsYOBAIICQoBiKSuEmQCQMWqKaaBVpMbv21Tm7/t7oKUiV0Hc0osgrbHKQFaqo99KV0HyRxsJfAKqKaA7Wq3IJbUWIp1FbsMojjj/BV/xR4o9kCxB4o9UOyB5/UA/xw7kEo+bPnAZd4/cpNlglcsozwKEWJU4ZqGugN1AsYjcIePbB9RKRkS3IPOJh/W1AMom1+Ytu7eLmttb7WRsTH/l5n4U7vbO9bf22dNjU1u3PHBj/Hf3tZmbc2t1trcYiNDw7a7s5vs58I/8vk3emRkzFpa+Me801NDQ7OVlpa7MbG9vWtniSIMdRQqC4xMDFTajSGJ0YphhHGJUdHT0+tqK/4d599w/sGvx2joaHdjH9UBBpSru9JpNzCamptd0TAyMup9gkICZQXbYuBitBIzBVAyNz/vCgqMZo4RaHZ0CLBCQXDibi293T1+zF0dndbS2GzNjU2ucpH6Czg0MPDEARvHgLGOIY/Sgz6hHPsiARGARN6Wri4/5qamJm8Dx8H+gS8nJ0G5pngzGJUCZZRBwUDssO6+XnelAVxgQNMW9kMdq2tr3g+AP46N66O2vs7Kqyqt/8mAbacIgh1iPbH+1VdvWnl5ldXWNQQDsLnVysorHCZwDbBflC9Aqkelj63k0UPr7Ol2w7yqtsaN/2EM6d0d6+3vs7KKcs+J9cU25RUVRh/izgW0IqGQIql/cFsEfKCiKS0rc/UFSgn2DwABYAKGuDY4Vtx7UH7cvn3bjVGMStrJPUA/c91wTnZRH2UPbG8/48f+qLTUevsHbHFp1cYnpq28osrq6hptdRUXMbZfdYP50eMyu3X7rvfJ2MSkzSzM2dDoiJVWlHtCqQOkQ102PjlhDx48dOXIzAwuYOs2v7BkTc2tduPmbXsyOGK7uOFl0gZ09XNRWeHbAWOXcFkdGTbahspkLqlbLoMHEbwCWG9ubVt9Q7OXnZmbtY3tLQe6gBLOz9TMtO2mU7a2sWGlj8uturrWwRXHt7q67u1EmbO8vGbbOykbGR2323fuuZppJ5WydBJDKsR+CiMpHqT3bWdr16Ymp1xtRf9yDlCuuJoqnfb7l5ha3HconlDKcE9zPXBcHOvm9paNT0x4HcT/omzsOse5pVxlTZW99MrLfr/TZ5tbOw5mHj4qtZdfueHnlv1yn6EeA0aQuE5d3ZYEyefZce/ePW8n9wbXGNtV19TYv/2Vf2fNrS2uDkxnMsZzin65ceOWwyqeRZnMvnV19Vp1Vb0rm9KZA1vf2LK790usvLLSNgDuB/t+HczOz9nte3ft1Zs3bGhk2HZwR6QfUimHqwC9uflFS2eytr2758Dp3r37DtBxXT4BWiXKQak8uT/29w8dSN19UGLVdXV+DAH4Zn0f3T19Njo2YZl9Yskd28TkrL3yyk0bHBq27PGh7ezu+TW4sblt2cNjm19asZLHpX7/AkK5HwHlci/m2cOzi3cJ55d+xX1PzzP6d2FhyfbS+3Z4dGqdvX12736Jra1t2snpuR0enfh+Jien7e7d+zbQ+8QOs4CwU4e49++X2OzsnIMxANPOzp5VlFf7s5Fz5H8gnJ7a5NSsA1XUblLC8n4MEIig7Zd2fvmanxfUZuPjk7lg7wRnX1hYtAcP7nvfK+A7YBUVIuorD87+9NKfD9w7JCDW2cW5Tc3O2IOHJdbb1+fXOQBryKFsuXW0t7riyqGU4BUDqSSj8sbqZpYJWJELdBXB1fO+jH7B1v/g3ffc7Q5XOmAVoCdWWRFYHXc7cqAW8a8EqohhBbhSgHbFw6IcKifg0of9XQeuYoiF2yEqKimugFaAKnJglSAWxwCwklvg7/3x53NqKymuGEFQ8EmwSjluggCpK25/Sfwq1mnUQaZzZZKA7Mwr3lUhuJLaSuCqMKaVVFZxXCtXWb3+JybXwMKYVoJWUlsBeQA/gkHAK4ErwJIUU4JMOTi180mb2fovngSugFNadgVUJct9WaTCUp1yHRQsE7wSzCJHkUW7AFfkJAVuvwKuooDtgCsl+qOouPqwd1ixfLEHij1Q7IFfzh7gI1zwCmClFD7O87Gt9MGOawoj4bW2NtvKypIrM/hAB1IAgTDgGQFJKYySFP7t5aMZd7ft7XWbmZ60xgRsAGtw4cvspW1xfsEhz8NHD71Oj5eysWFLC4sGyMFVBhcnDCqMAQwoYAMqhSdPhmxtbcONZFw1iF3S0NDky07dbe7E49B0tndYcxPL1/xfd1xogDjAKww9EvFRgEoPHjxwcIE7B0Y6wGBg8IlVVle5AYwxhSGFgQzgIBA1xiptwuhiHxgrjC7GegwjtkEhAhShLMAJwMFyXESI3UIbSavLK7azte0xXVqamq2vt9cwcjlujDnqRRGGcYoxxHmgDQAUuU1ijLMPlCEY2eybYwTMcIxsQ1tdoZUowuS6EwAWRh9xyRaD69HIiKubUMs9GRp045t90H6UUdQHQKBfaRfqNkY6rGuod+g0Njlh6SQ2DyDspZdecTejqZk5w7jFMO8feGL37t11EMdxYfADHTq6Ou2VG6/aw8ePXHkEVKBuBxKTE3bvwX2HVii7UGCtrq/5cVdVVNrK8nICq1BaBXAFsKIvSQ45ysrcgKV/uJZJnEP6iX4FTACoaA+ACnCFUck1IHgFCOS6oc85fozRndSu91VPX68fX2oPRdKWVVbVOHTieiVIdDq9b2vrm1ZVXeswZ3xy2vbSGa8HFUZLa4tDl5Gx0ZxLJNciBjrQKpXC3TDtsABlziuvomYb8uuL/gBo3L1/z2gH7pRSqdF/qK9u373jZVBzhdhW+dH0HGBl921mZtbuP3joqjb6nz4mrhoqN7YfHB6yVGbPYSnwGJUP9yXt2tjYcgN/bo7rcNd2U2mbnplzJROgDfjoLp/JSHsexJzg7HuMwsdIfasOguhfnSP6nvPB/QWMAty6QnJ52a9Z+ofrYm5h3iEP5xlXQwBCDJo4r9QF8EEJdePWTQMGAf04X8Crmtp6u3nrjqsBOd+Upx3ch6iouEd0HXAvAItYTnu0nP3gFvbSyy/5MwX4yD3N+e/u7nVwNTY24dckiqbFxRVbXdm03VTGzyuqppu37vox0e9cX8Ar2sq9wfFyXlH5sS8SSkF/3qXStrW96yAKaHrnzl1bX1t1N0HAFW6CuAvKhZj7AxAEcLx19741NDVZBtc7H+zgwNtN3wCn1tY3/P5tbeuyX/l/P25PhoZD2/az3n8H2SOHPCWlZVZZU2vrG+sBIh/k3XcBZrgi8ywi8YwD/NGvgCye+zxnUDkdHZ8aIK+6vsFKyysdQLGM9h6fnNmSK54eW19PvwdNB1z19z/x+21pacXr4bkGuCp9HFR6nKPwHDy18YkpA3KhouS9GL8nmWYkwtOzixzQXFxa8dEEgVaorqamZrztqPiAVLSf5x3XCm6UHpj94tzBFc9G3DEPj48cXAHdb925bY1Njf7+oB9wA8ald31tJffnEu9UwSiAVQyztFzgKp4vgquP2Pfem19/29VNDqw+G9wCgViAKiWUS7gL4hoIuJLaClClJKWW5j//f75q73znxQKyx136jUhxhcIqhlYKyh6rreLYVsAy2lEIrH7v05/PASwFZs8FZ3+fUQSlonIolcSvAlIJdAlsUS52JZQqC2BFkovgr/7W1ZEDBaykuHL3wP+YHz3w9D/8ubsIAq0UgF0qK9wDSbHaSjAHaIWbnZRLgCCAEJBI8Ei5gBVgCqUVOcBK08yjvppY/63ccrkR5mBWBK0ExJTHEEv7jEGWuxIm8a/kTiiQFUM3qcZQX0l5BaQrugrGd05xutgDxR4o9kCxBz6oBy7O84or4kzF4EqwSstQSxFTiIDgxD05ZmS5Y0ZlyuQUPEARoBXxOwK8CjE19G8vdZ6dHlp6b9eamxqts73TA3wTf4p4USRAAP+yk2Ok+AhQxyeGu1dDXb11d3U5AAJcBahQ42orRnPCoCHhLgLIqqsDyqw5EDo+PHIAVF1ZZVOTk258YYDRfgwK1EoAKowjjE5inpSVlrrRxLLs0aEbYtNzs67gwJCgfaGNxw5qMIYBYBjSMr4wUgBjqJ0wdPlHn3X0nOYfogAAIABJREFUFTAJ0AO4QhVGjJOxkVErLy0zYubQL4C9bGbfY7rMzc55+wBgwDWgGHCENjCiHsdB32EsYSixH/oRkER5jkPwjDaqPPWEYwkuOrl4MyeM6hXAFRAReAOwAVgArjCcF5cCwKQvgWHAAyACRiD7Ikd1NDgy5DAAA203teOxeQB8L798w/oHBl2xgSFKwjjHwAMwcE6omzpwRfv4yy+5kgo4hdGP0Y6aSOAFow+Ysri85KARZVTpo8c27+cWcBi7CqIoCYCK8wkQoS/oGxn9nCdUZhw71xtt4TwCaoES9K/qIKe91IOah3NDu2nr+uaGt2t9Y9PhFOqXx6Xldu9eiS0u4AZFPKBsDmihulpeWXdwRXuAg1z79InAFbACKINLLO54qVTG3ZXcLar/iYOrwaFRBxmbO1uujgNcjU2Me5sAHCTOJUAWWENQasBVUFqlQ5D6ZPQ54ik9eTLoajCUTPQ5wAolYnllRQCTE+N+XgAZjx6VWkVFlathgHLAq60t4nytuGEPHCB+FICNGFIANM4pwc2JFZX16T1Lp9K2n87a8tKy9y0KOM4F/eKwaWfHVX64EXKeiOXEPce99bgsKMkIMM65AILQh5xTzq3ONfWQtne2Hf7gygcUTaXTDtiAbLjF3b5zNxd3iPPLeWF/XPeAYdSEXDusA1wBXmgr1wbL2R/qTBRd07Mzlj7IJAHf962vb8BeeeWGTUxMuWsr4Ipzuriw6vdIW3unw7P/59/+it1/8MBWN9b8+o/BFW5nnFOAlvbJfnFv7uru9X6mr1+9ccv7YXVl2ZVWJ4cAJMWpCzHfGNwAEAQEevXWHWtoanZXaO4B7m1yQCuxv4CwKPHuP3hkL738qo2Oj3t/7x8c+r0NeENd+OBxqS2trNpB9sCyxJUjKHtuVFKBqwCpeI5wL3HOeD75czhLnD6ebWcOzMqqqq2istqnY3DFM4Trb6DviR0dErfwyHp7BxxcLS+vJM/HU+/fsrIqf95zTAJXY+OT7m6LKzygKk68N0/Pzuzk7MIVgyjx6CMUXAAycgAvz2JAKc982s+zk+ca7xeWnZye+LOLe4d7SeCKuGd3H9y3hcXF5JgZdZEREo9zg3wAohj05Fc/8Zrn1wGqGFaxXu/0Irj6oK+iX7B13/zWd12hhAsgYApghVugq6xQWkUJVVXsIihAJWBFzjLcBQFLX/362/+i3vjaN96xt9/5Xi4wu2JdCVoR00qwSqor2kv7/vBPvpALvo47ICorErBKwArXMhLgioTqSuopjSoYgyimgVUqJ6AV55TRNoJVCsQOsCIxiiAqK4Gq2DUwF9PqP/6FAaziUQOlshK0ioOwKxA7iivAVS4g+9Gn3EUQ+OOxrTLBTRCQBDgCEgGSUEsBqpSAVONrv+VJEEvzglcCVjHgilVXObfC7U+6G6LgVay0EsQSrIrXSYUl5ZUAlnKBK44ZcMV5Kf6KPVDsgWIPFHug2APP64HLc4bzPrengKZkmpECGeabXNCKHHAVYiBhQATggxGGIgYoU1Nb4+oDhvAmMTrS5UUAV/qA5sMZtwuCO7e3tVpne7vHRzo/OzNUUUeHhzYyPOIf9yhXjk+OPYYUAAdXwqaGRo9Ng0HGhzwwBSiDQoE4V0ArDBRilwwNjbibEu5X1E3MLEakKistc7ACZEGtRAI2Aa4APhguKCC6e3qtvKLS4w4xtDxtOchm3QAsryj3f8BRNRwxBPzRoRuzKKgAIBh0GFkk+oj6MaJRZwhcAbToN8AKxi/Hg9qqtanF6mpqLYVLJMO8H594v4Tg4ri6Efsl9L8b7aldjytEXB3+oUf1MooL5nEYjQuXNWL4oKrKG3/B8KT/MK4oQ10cO+c4dhXUOScWFzFWMCRRpGBcAYcwkjP7QS1E3KKbN28bsYRk3FIvKprZuTm7e++uEQuJ48VIBJy9+uqrDkP29xn1bt/SmX3bpR9aW92wnp6a8u0BGrj+YfCzb4Iu41bGtQBsqK6ttZdvvOLxmgApctPknBDkeHkZV9BgKCvGFW6QBIcmthXBrTk2+oQ2h5TxeDk1NYCrcg+yTbs5p4Cr23du29j4uGWAEgCL/Yy7gRIvp6m5KQAg3BBxHdvadmMeI78VNWBjs6t3HpSU2PzCotfBdQfYqq2t87g9jNQmgAYIwe2SfQKugHUAKJQZDQ2Ntr6OuyGKqz2P9dPT1283b922oZERL4tbGfGP7ty76zHBgKWMkAekAqyhngNcoWpz8BG7CDq4Irh8yo3vm7fvuMshrpkorPqeDPg5GR4Z8aD49APuqSUlD93FkrYBYVBZ4daLSxwQqKW13dVlL79y0xqbWmwLkJTEuPKg9oCrdMZHW8vuZ21xYdEePizxex61VIjblfZ9Edfp9p071kVg9dERd+GkPbhSAqCAc1xDwKU7tL+21pUvXD+ca/qZaa5NrlHqIn6brgPicxGXjOWAFMqzjvKca2I2UTfx7kicL+47IJkUV9TPtUOMsZdfecXjvnENs4z+6e3ts1deedXGxsaN+wH3SqDuw4elDmeIpUT6+EuvGNcNcdO49oiNxP3FvURAcfqF61QJaE38rMePcYPtsIGBQYemd+7eceWsB2VPArMfZgNIAibxPD48OrbZ+Xl79dZta2gO4ErPto2NTXd3JcYV7ZybX7KOzh53pxybmAjgCtCb2bfO7m67dfuOTc7MWCa5hzbX132QAfbF+yXE1gp/iPCsInYb4A91qp6p/vw7OnTFFUqvqpp6V1wBqoBswCsUT7Oz83bv7gMbH5t0mMQzvKur291+CZbPs44/P7a3d4zg7Lhzsw8t573w6BHunyipcIFPBt9I3OvPzs+D4mpmzh48fGyDw6P+/gFc0Q72Rdt5PzqkOjlx12n+3ABcsW9AFZD9/sMHDoCP6YOzExufHLf7JfdtdGzEn08OrM4AYqGPeB/rz6BYacU0MCuGWLx7WS5oxbZFcPW8L6NfkPU//OGPfKQ+jbgHsJJLoAOrL7yZC3KO290f/8Xf50YQBFARx4qEe6GmySn7ub9/095978UDstNlb3/7e/a9779rX/na2/bGV7/lSisUV//45TCyoMAVroIkABbtRP31+//tbx1QAasUxwp3QJLmBa4cQAGrImClOFdST12BVVHZWGUVlxW0Qm1VqLACWAlaSWUFqFLCJZBYVopnJXCluFaFaqsYXMlFUAALcBWrrVAqKSh7DIeASyingE9SVJFrGkjFeoEs5pmmPNsWKrEEs8hVLznzlJcCS20AXDEtgAbciqEa8Ip1BHEHWMltkGlXj2V+35VXQL3//Ad/8wtyxxWbWeyBYg8Ue6DYA/+aPRBG2Du3i7MLd9cDNmk4btz3+MiViwSGxdnpqX/cY7ihTMF4BzCgLADAbKxv2MUpMCyAK68via3BBzT1kVBcdXa0WVdnuxuA/HstoCMXOiASy4BOgCuGm29vbTPc/DAKMZ4wLgBXuGUAroBW5ChXAFe4Kc3PLzmwwWhE4UOQYiAS8ZVoP4l/9hlFDLCEYYTR2Ns3YATJxpWJ2CwYNIdZgvkuuEGKoY/S4ejk2NVYKBrkJigDiJy2sg/2SXwbKaEwXnAnA14xDaDCLRCXQAAd4CqApLBvABnzMuAwnOfm56yzp8vdTIASuNChqBmdGPc2ASdQnqBCkTsg/UZfUA9qAAwpymCEh7YR2D2MXOiGEqMRntAne7a8jGqj00rLyzwGS2V1pY0TXJwYRLt71tzS7i5uMbhiX7SVfT0sKbHKioocuMKtC2ObnHIk2oEhjyGJioXrAHUG0AHFFe5QqIIoI9hAv1ZWVeVc1aZnZ92QZ1vS0vKyn4dnwVVQXzGaXUcHAc2DWg2Dn7YAQHFvq66uuxI0m3339/XZ/Qf3bXhsxK+DVBJzSiooD57tUC/rih0CkZeWVTqsGRwaMdLjx+V29/59d/Pi+FDf4EIFREVVRJ8RxJ7j1HWEeyKqMsAVgegBUag4ADmU8bSX8phaxDviOgVE4RqI2s3d+YYG/ZoLwCTtoAMYiMoIEOVqmINMoroKcaYASMSN4h7iGgNaAcNQSZEI6u4KplQ4L9xL3JuMhBZc8jIOE1DBEPcKVRHuVcRHIug5QGZ7a9sDswO2D7J7BkRh9E7BK9QvnCOuWXchTQLy69hQn9EnapdcRslJ9Nn8wvwVcMX1Rv+Sc865F6urqjxOGe1mHcCO5Tzj7ty+7eCK8vQ1x4x7Hn3NSIvE5mIbguZz3wEvuPfi6xulJdc97rRe/96e348MYvDSSy/ZyOioP3OWV9Zc3YYyj2nc8lA44a4IiGLfXKvcy1znL338JYfQAlbsk3PMc4m4YLhoSvnGs/H+/bs+Yibg6gRgFY0uCETyARtOTtzN8sbtW9bKHw3Js4N9PhkcTFR9I66qAth0dvU5WCPYPtc0SlVADNcW1xjPTK6vleUVa29ps62NdR+FFHjl6ZjnT3AJJG4Ucbh4RnIucn3o7pVA7qx1dPT49TM0THB/6mZU2YzHN2SADvoMl0D6pKWl2Z//nA/meb8wDbDmzwXOKc9Alg8NPbFHj0psbm7GgbfgVX50WwYquXDXS9wVqxjRcWbO48vhnsvgCNzD3Aeqkz9LuHYBifxxsbi0aO1dHa6a5N5kwJL9bMY2t9etvrHOyitKbfBJv7dhbm7aJsZHfcRT3qVKglQAq3gZ08Aqrde6Irj61/zi+gnvG7UVboKorQBWJFwCgUEalY9caiZcBBV8HXUVroXXJeqh3g/7++733rVvfPM79s1vfccDsMtNUPAKcAXEAljRLtqAwspVVZ/+/BV4FUMrwBXQyuFUAqtyCqooxpWgFLkUWdqO8rHCStAKN8I4vpXiWcktMI5nVai0AlgJWgGr5BqI2gpoFYMrqa3kGkgOtFISuHI3wcOgtgJaKbYVEAhQ5CqrBFoJRgGYpKqS8oqc9UqCWoJRACnWsZ2AFrnKs5xplgleAbAEp9QWckErrXP3wXRoL9McA8BKx8A2JAAWx/2bv/fXH/ZSK5Yv9kCxB4o9UOyBX8IeAFwBqABNSg6szlBh5f+l5eMXgIVChY9vDDhgDPAKVykADMs2NzbdLQ/QdHl+aa9dXl75cKYePpwz6ZSDq7bWZo+T5fE+zs4czGCAYYjjcoUBgQsdbXM1UnOLtTQ3O/gA4gC5yssrXHGF2op/2gWuUBUwqhn/vANrMFSIFYIKAlUNRidGnYx3DEjKUS8qBhQEBN2dnGJ0rGMHWhw/0I72uepnP23HpycOr4AMGIgAMfaFsUJ9GENAGOIkYWwLRrF/+g1ohGqDY2V0xraWVquvrfMg8mo32wDUlGM0Tk5MGsovXExQ3kxOT7nLFsY7ihwMRmIructjWZkbydThioXE1QdVG8YViivaHOrHPTAMTx/nxDfDVXRnd9sDeAOPSstLPfg1bjIYjR2dXW5Eck1QHwljkxwjHfUJRijHzrEBQYLi6okb8DJMgQQY9xiUKMkwdIEO7BNAQIwmVCWqGyOQQPEENJYKDDUR55bzGtpyVW0l1RU5o9j19nbb/fv3XDFH+zhvjOpGfCauo9LSipzLF+uAbffu3/eg6Q6dErdFwAlwyIPWpxhFMetuRFxLxEiir4B8xLhipDrAFfHTOD7q2djczMXUQqlD+0ns0xVXEbgi5hoQseThQ7+muY5ou5/3jnbvK8AV84Ab3AG5PlCjxa52KHfqGhvc1Q91Em5mCs4eYl0F5RMACShJPwNKiRuFYoTtOQckzh3t5VrHSAfCOWTaS9vQ0Kjdvn3XR5gDCCo4O0HkUTOFcvQ9/bZr2YN9h1YCV6srq369CuqxP6CZXB09LlBzk7uIeru2Nt1FE5BF3C36l1EVcfFEcQVUoF+VuJ7oQ54Rfu2trOSeD1xLPOMAQMBrPTc4XsAVSjhG7eQ5RT1AJY6f8pxH9sFyzg/PAsXEyl9rB34fAq4A8rjMzs4tOAiuq290YEV8Kp5L/9///5I9eFDiI4qyH+plG7bljwSOi3q57h2sVVZ6vxEHjRH3QuDye3bnzm2bmhx3GHIMhM+G0TY9zpWrE7MOxUbHx+zVWzetobnJYSrHTN0ow+7ee+ADASwsLtvE5IyVV9TYSy/f8JEzcc8k2D3umlx31EPwfq4h/oCoByzt7ji4CvGtDnPwiufh1ta2tfnogCX+3EChyWim3P/LK6sejH1hcdXKyqsM11oCxRPsH5dKRmHETZx3Avcxsap4PnPt8B7QMaCQ5TzxvOF5yHObUWCJ41hRUWadne0O92Jwde4u9vwR8zS4Bc7Ou4KSASZQEtIORg7lDx2uUY4F93nOC89aXEsBZTxDeN/xzuA90NfPSKTbrqxaWJyztjZiE9ZaS0uTTw8PDzpMBkLxLlXOdGF8K6AV71rBK3KVLyquPgIfeyib/u4fvu5Bzd0t8Atv+rTgFSqsz/39Vx1mAYgUjB11E/OorBTIXcHcUVoRGB011L/k9+3vfN/effeH9uU333K11Ze+8lZQW305xLkCWhGEHbUXwAqV1R/8yd/6NHmsuorBFWCL+RhcuWtgArEAVVJY4TpIWQErKbEEtWJ4lVNZ/c5f5UYbFLiSwup54CpWWV1RWr0eRg6U2opg7MArqa0ErIjzRMJN8FqlVeb3HfgAfVA9SQ0lMCXAJACl9YJSAlECV3HONqMr/9nGVkNiXvWwnYCV54w+GI06SFsK3QtZBlijrSRNo7oCalFeZaTY4ph/43eL4Opfcr8Vtyn2QLEHij3wy9YDAKbrwJVDq/N84Fc+gAFXfHgDHvjQ3tzccuMFo4n5AK42jBECQ52Xnl9c5N0a+HDmA3o/s2fdXR0GuMJQxO0Cg4HEhzwGBnCJD/7zs/Nc0HIUV02NjTlwBUTCjaurq8f/ZcdIwVUDxRXxYlB3YKwBZBz2TE46dEJdRbtZJpiD60aATcSGOXADiNgp/IvuLihJjBX++ad9GE/EzMHdg4RxSluACxhKtJ39YsTjvoQBz7baH4ZlS0ur9xvGDfsmCDUjK9ZW19jUxKS7zsVtZFvqxOjiPDA62cr6agANR4cOJlDgEIR7/zDrMARjD+WLYjcBjATEMOBQoGH0Hh0FZZdcBVFbueLKXUQPbXp60kZGBm1vL8RtAob09Pc6vJmannWlw/DIWAjc3d7u52g/cb+irzHScNEafPIk1/dDQ8N2m2WDg95PlKO/pqenXanS2NjkboMsQ6mB4grlB65puNXhXsU6oAAGLcCorbPDY3ARZBv3Lvp5e2fHQQPuZ6iu4jhXLCN20+TkuBu1KOOAbECU5aUV6+rssZs3bvvIh7i8sT/aSX8SZ4j9YZwTwwqQhHICVRijhBELbCeFymfZyiuqrbK61oM5o5oBiBIb596DB66OwsgHLi2vrLhSB2URygzONfvjPgFKoLiiH6ibGGOAS5RpXA+AXO4bYBUj6QFyiEGFCgxVElCKUQUZ/a+rs8sNdSAMo5cRs4prmpH9cPUjxlU+BXe9TDrjo0ZyjMArRtcEJgLEOL/DQ8P+jACW0D+ASqAA07hncS8ykAIxuVDIoDoDyty9V2IPH5VZf/+Ara6sGKPNZfZTlgFO7oV9o2Ta3Niw2rpaw8UN4597LfTFmtF/wEv6k3YBDnEtJUehxvVKn7W1tzss5Z7g3piYUB8feF8z6iDQirbzXMPlketrenomB6KIVcT1wXL6G6Xjrdu3rLOjw1aWVnzkU/qDc0U9HhfOjytc28CsGzduOLxQ3DSUPzxXAFqc59HxSVdZEbQeKAMQaWxu9f5CuXfjxk1/lgFb5ucX/Dly8+ZNv3bYnnbx7ODa4ThRLlVUVLsSqampxZqbW30AhKqqCpudmbKTw6B4AloBKwnQjnvyzOysQ8qHZUDqCmtrbXNwR91b2zuulCt5+NhdBhsaW2xkdNLIS8vLHVQRxwvIyf3AKIqNLc0hb2i0qfFJOwSYM6rh8aGPLig35fA+OPPYbQNPBrxPeB4QH4zrjeuUGFOZ/SMHfLgootpr7+i2gYEhj6V2dHTqgdp5ntNP/OlCv/AnA+CNZwPPbeL08czhHgvAbMvm52c9luPyMgH30+4qKHiF26Ari08v7ezk3F0ECd4PlF5d33ToiKu5FFcarIS6fZ/JwB0EumcUWWK4bW9uW3qPWIfHDpgYaZH35PrGmrtzbm+j3DrKqarkIngdsOI9K0glwCVFVlFx9RH5ynvza28bSeoqFExAoXhUPsAVca8ErTx+1V9+MTfqIODqLz/7JXcNBFoxTR3vfPcHL9xLP/qRGenr33zHvv7Nb9s33nrH2wX8+qc33nJXRgAWsazYx3/9879zWPUMsPr0540A7EAquQYKXgGhSHINFMCSikoKK8pLnVXoTihwBawSsFLQdmCV4lr9+9/+jLsFFoIrXAQV00qjBkplpfzk3/+Zx7YqDMYOsFJSQHa5CF4JyJ4orVAnyaVOiqYYWgGQpLISdBKgioGWQFScqxzL2HZk+TdtaOk3bHj5Nx1iqSzlBKbYFwmA5cAqcTVkXywXkAJOAaSUBLAErWg3y1yRlcTs4jg5D8VfsQeKPVDsgWIPFHvgeT0AFGLkP1JQSSWxqc4T6OT/2AZoBbgi3gdxjnBpIS4QH/8Y2hj7KBhmpqdt3z/Gj/OxsxJ3BYAViXp2tjcdWgGuiJ2Ekok4HkeHBPgec8XD6OiIA5ZTXDeOj21ne9taGDa8od7bQWyi3d0d6+7usprqWhsbRTmwYzvbuzY3O291dfX26NFjGxkZdWiBAYdLGSqnhoZ6m5gYd5DEiFv8w45RjCEBHMIgZQQqYsLg8kLsJdxmAD5LS4tWUVFunV2dtrm9GUZBO9i3ublZq6qqtI6Odlc5EB+GlN5Le1BtVFoYTwJR29shxlVtbY3HX0LBQd8tzM1Zc2OjNTU0eF9g2GIkY9hicGFckTDca2oBIdMeGwhXRWLn3Htwzzq6OmxxedHdlYAwQEUSSiiOl4QCobamxvuUc0n/h5SPceXwKhmqfmR40GprAYqTvj8M+pbWVqusqrSV1TU7yB56HKfW1nZ7XPrYunu63RUGNQ5ABbepuvp629wS8Mz4KFkY9m1tra6wA6IAFVEqABYWFua9vzgfa+shhhexhIjjMz0dDNC0K68IPj3vsbcYkbK5tdkGBvo9cX0Ay3a2t6LRBPPqK0AWaWNjzQED+0b9gCICZRLKiZKHj6y8IiiuBK4weDkeFE+AHOJqKVg5wZYBR4CgxaVlN6K7unustKzcR7psaW2z9vZOT2Xl5X7eUGqtrq06ZCgDEpSVOpjh/uDawLBGFUI/Miod7mQAuYXFBb8WUAkBR7kX29rbrK+/38EmMAcwhQsiyqSJyUnvP6671tYW7/t24M7IsG1tb7oqKXNNfKtsLrh4ymM/dXYTKLzGEzCJOE9jY+H64pqj/3hWAFEAQEuLS35/EsOuvr7BGhvCutHRMY9lRJyu3t4e29hYd4P9IMtIgmmPgae4UelUyq+lhvoGq6musYb6egNq4Ka4l07Z/MKcdff1WE1djafG5kaP2TW3MGepdMpViT29Pcbxcs0R14znDTAWt0Sg2ZOBAX+mdHV1+vWzubnhzxmeF7SP+5vn3/bWlm8HDOkf6PPrfaC/3zbW1kI9xP3q6/WyIyMAPWKQpWzc6+n1uhgljuU8yxYXF/x+oCxKRJSigFli9BH7CuURYG9padnBKtc1Zekv7mXax/zw8JDx7FxbW7UsrpbZA2/ryPCwX0/AYgAssBzXM1zhcN0+yu7bqY/qx3MrBGlH8cbzh1hfXGezc7P+rOI5SX/hxkqcK2AQCZDF6Iira+sOOFFFEkMNt0me1ZynrR3OVVBDHmQyDqwU3yqGV6f+PAoDTPBe4BnFM5M+JH7f8QkK4BCkHUUscfZSe8TTC3GqGPXP4dfxicdJPD1N8pMTO/N4USHYOctxgSc/Pz/zdawHTgne59wD+QMnSa5MPjnzP1VQBZ/xBwvxHS8uXeVFvL9HDx/6caO2IlG/x5C8ZD7/7iWmJPEg/Y+dy3NXU7laCoXyBW70x77fyyTAOuUErJQDqJR4zzKtPC7P8qLi6nlfRj/n61E2fe2fv31FYQVwIhH0XPDKXQQ/80V3D1TQdcWwcmAFtEoSEAu1FaqoD/N76+3v2jff+o4Hcn/jzbfsy2+G2FbAKlwZv/jlb3qweOBZrLBCcSWVFbmg1XXgSgoqYBSwSol5KaykymIesEWiXGGwdoGr/4TK6nf+yoGVoFVhEPZYbVUIrlBaAaqUrgRjT0YRRG0lYEUeQ6sYXBHXSrGt5FanUQQFfYBEQCUHRTufdDc+wJNAE0oqTcc5ZVBVxcoqwS5Bq8HF38hBK4CVttc0OdBKiTbEyi3aJsjl7U2UWUA3YBXrBb1YJnhFXgRXH+ZuK5Yt9kCxB4o98MvdAycnpx4k9tw/nEN8q7zLYABNfOjyEY1xgYvf0JN+a2tpssEnfW4k4TKIugADtbOj3f+951/7y8vw8Rz/88uHNP8ij40OW3NTg7U0N9rQICqLJY+vsrQ4b+3trVZdXekuGhhVxDvhn+apqQlrbKx3F47+/l6bmWHkrbStri5bZ3uHtTW3WHdHp3W0tbtBisoAAIGrHIoiudSgTujq6rC6uhprxrDtaLP2tjYb6Ou3vZ2UHWePbHZ6xo1uQABqCVRgqECAG319PVZbi3KhwUZHh2xjfdUTy2tqqty1g+X7mbSPEjg3M2vNjU1WX1cXDPilJTcGMVpxA2lubrDBwQH/hx+lwz4G+NyMtbe1GHABJY1cCulnubgAMljX2NDgkID+BxY1tTRYeWWZdXZ32ObWhisuMCrpC6BGT3enp6ZGRmjssK1NYswkaofjoHwI8cwIjM+ojoz0dWiLC3N+zhgNsrsb47/dYSXtAGBifAN1AGyokFD2AHJQvABPOro6XSF0kARER+nEOWxsrPPjBHwCZjjh1EmyAAAgAElEQVQmAAHxtKSQQm0wONjv5x+3Ga6R7u5Om51l30ExtZfa8X7r6ely1xquLxKx1OZmp/26i90DNY36ioQRDpjlWiHmWV9vn8dLAgDSfgIoL68sOwgAggKTCIiNyyjKnv7BJza3OO/xlXDd7H8y4IHBAQSUp1+AClyXuCehFgQusD/OD2pGwOrs7Iyr24hpg9oDgx1wx/a4z7rCZm7OryH6G4gAXECdBZjkWgV0st+5uXmbmZ7xbR2MJjGcVlaWve8ZIRQlHdd1anfbXfS4p7jW8/Ai4yMLAve0TvcCo4tyDkjch6kU4IKR9nAbpA0bXjc5LmEeJ2tnx0fMXF5ctPW1Fd8vIJv7aHtrwyEK94G7q7nqhxhbaVcBAc/2dvdsEzCytGLrq6u2u7PlzyXUYbRra2fTYwWtrqOCW7PtXWAcboJ7trsHQNk2rqednU2fpr3a1wHl9naMa0kpncb1EZdTYAsqvi0vw/54likBf0jUwXOS5eQ+TdmkfdRBP3Gfh/JB2aZ94CZJ2f29tMf3QmlGvDvOD/vMuhKO9qQsmw3XPveA7gO2FYw9Otz383iYxCtjH+GeCuV13DrXutfJczGnjg7shPhThwe5fmId2x5mGYkwTCs+FmAewM8fAORSU8V18jyX6pHlPG/0rCEnxdsJbLHcywKjjo59xNUzHz0V2B5AFHmo49DOTo58MBD+LJFqWM+2eBltuEhGDtS7ToAqhldApCspCZLOKINnALCzcz9u7uPq6iorK3vkqi3OE/Xx/gspTF9cnuVAmK/HBZBYkMl+4mm1J36f8m4WuGK5QBXLSfE865WK4OoX+LsPddM/vfFNd8dDUSWVlUbpE7QixwWQkfpwDQRckWK3QGJjMQoh8ArF1he++HV774c/eqHeeffd94yYVu+990OPaYVKi7hYBGXHVRAABgjDNfFTf/oFdwckR3ElN0F3DZTSSnnBKIJSXcnlT6MHMs86B16f/rwDLAErKbMEreRKWKi0IhB7IbQqhFUAKyUUV1JbAaziOFaorDwlLoICVsAq3APJBa7kGhirrRTbiiDmCsYOBBIsEigCEAlixYBJkEnLBKcAVgAqJZRVmkZpNbjw6664YnuAFNuzXtszzTLBKtWvnHY5TMOVMGkbedxuygpcodgiAbBwIeR4OS/FX7EHij1Q7IFiDxR74Hk9QGwp3BjIfTqKdeUAK/ehfeYGA8bE5saaTU9N2OjIkI1PjLnRjGGN4mdmesoNLIwCPpL1UZ3/YD9zA3RtddlByPLSgjGNkYixAURh2eLSghvtm5vEhArBetfXV904xsjGoNc6DKDtzS2bn52zqclJm56ccvUUbQIOYOyjjgGu4GaHMYXCCmN7dHTYhoaf2PTUpG1vbLnbxuFB1laXV2xxYcEN7BUUM5vAh7THOsGFZGlpwd031jC8Uzu+nPoATgAe+uj46NCOD49sfXXNFubmXYVBvCaAAoYNqpSFhTk/lpWVpRDbBMPs5MiNQgx51ByAQWAHcAP4xjFIFUYdKJQAFqiVdlO7trSyaBNT4260H7hbHIHV911dRh2ct4nxEe9njGvOKQmDTsZdbExyXpjHAKdNszPTrnoBlABIZKiSB4B14AoLhnJHaUU5FBsAN0Y/o+3ZQ0AXAcdD36FiA7iQgDBAJMCSDHD6HvhBAjwIPmDkq4wMd+oUMAGMADbc9YnjTK6lEPw5P699CUihaHMXvYN9j6GE69mDRw9tZTWMzEg5EuDIR+VLYmLhYof7KC5/YbRFXBOzuQQ8InFtOnSKgoLTd7g0cRw6ljAdYoSpbdoulA9tYJrl1JtvW9qhVrwsX442JLGkEigjYEJ/sl9gRoATAIqwzIFKAmCAIGwDiNFy8jwcoW2hDDkgV7GqyH16P+3wZh8Ik8AV4AxJUIXluYR7734+YDvQTuW5lpnOAI4SUJTOJBDoIGNp2pIcq7eTayfZJ9tqH+yXaS3T+dA5YVvtU9tQVpBKy8hVzvMD3FrzbQsAKhyn7496k3biIonbsPoLZRLqM+qhLOoonSe2iac170CW+z8H/8J1xfoctC2AUYJFuuc1X3gtMM86ck3zjPByEbTi2qec6vEyyX2oNvgfEwk4F1RyOJUArOueRcRmJOFm59NnKJ7CAB8BXOHmHABYgFhhOq6fad5TJC0XzGIeeAQsit0DBY9c+RSpn/y5eU75c39+8bxubGywhoY6/1OC8059gks5oJRAqlx91Hl57vAKaKXEtr482ifvVhKASu9awSrmaZPWkSux7yK4et6X0c/x+ne+832HQ7jeCVaRE/BcaivWEesKUAW0ErhCbZUDV5/9kkMrRiLEhY9tv/6Nd174yAFotOUbb33Hvv/99+wrX/tWDlpRF/shGDygivRHfxaAFdBK4ErQ6UqexLOSykpugoJSzKOukjJLroFaL1UWsArFFbncBIlvVRiIPQZXcg8UqCIYO9PkJIErqa2uBVeJ2kqgCmgVJwVhF7SS0mozCsiO2gp3OwAQUAhQBSAC/rCMaWAQcIkc6BSDK0En1sXgKoZWTKO0ErhSXVqusuRaR31KLKNu2qb9c05QvNUNXHrdtJf1Am3e/kiNpcDtRXD1wrddsWCxB4o9UOyBX+oe4EOb+FJ89JOAVcS3UoB2PuT50OUjmMQHPYaAGygMn35MEG+GH8dtA+Mg/LOtD2Y+oEn6aGZahgL1CWjpQ1vGxBnrko/42HCQMYEBwTSJ9Rgwx4fHdnoUptUmch0b04wuFZbRZuJFHbrRd3J87K6SGEEnRyd2RjmMouOT/PJkdD224194328S/wnDkT45P8VFklEQj9298fQ4jIjoRhaGVtKeoHTLt4G6PGFM+eiNuE0euFsi4IoYUEAiN8rOCECfqBmiUQZd5XB8ZNlj4m5l7fj0yI5OAihSeYdL+2mvG4NQBqqm43MsY05lZHziIkTweiAI9Ya6aU9I7IPRFwGAuHgdMZ3MM310yDYEyw+GOn2HOxNxwajzIAfA8gY2ZQSXQvkAUrScdTLY42X0oa5VzzG4EwUfhj3TMqBDno//RVuAUMSRIvg2AaZxiyVul7eT0dwOskEVk8AUjoFtSMTkIvc+p1wCsABLYfsQfyg/r2MPx+aAxCGDgGDIqUfbCFLF86x3QJIhODd9HGCW2hHAV+h7+kyJ/WmfwBGHVsoTUKL1ysN+gopH27OMaa0DbAmKoR7KAucy+waMAWbFqqPcfl3NEwBSvIyYS8Achzp7bE/7A9ARuKI804WJ5V4Xx8Q0cDQ5Pm0raCVA5H0QHbuOUXWpnPYZz8fTXJO6PslVr3KvL4KDOibVgbJJbfNjKARXyfWvc8m1LGCk69/3dXhg++wfmJVAK93XKu+gh2dDorR02BQBLt1TKq/tT3jm+D2VjILKs+EwKKdUlrqktuLe83sxeQ6xv/iZo2m9L8hpG8om3NqV/Nmae66GOImufkrAlOohj99nTKturVPOc/A8AVe8a3gX5d41ybNf7y69x1jP8537K5XacxdB1HmcE9XBe1DvU955esexXuoqB1QR0HrttcsArSLFFNuSCuEVdWsd+4rX69gpUwRXv8CffV/52tuGex6gikQsKUbrYxpgxTxKJ2CU3AKBSB7P6m++lANXxL5CaUWOausL/+drH6pXCML+/R+8ZwrITrwtVFaouP7b/wBY/b398V+EJHCF4krugXINBDwJRJEDrIAfAlZMA6OkropVWoJbQCtXWSXB2jViYByInWkpr9xNMFJbKa4VaqtCUAWwuvi1/+4pVlvF8awOX/8Ti5NcBKWwAlaR5B4IrEJh5Sqro0+56ggXQVdaJbGfUCUBeqSCAhhJ9QQ0QgkluFQIkwSVlKssCiumXWm1+Bv2ZOHXPQ3M/5qDJimwHGgl61lGPexDECtXx8KvW2XPmd1vznq99B3XZtvYJ+zfPd62/rlfy7k0ArcAboA3jk1xsIqugh/qtisWLvZAsQeKPfBL3QPnZ8CfJPbGRRhZUOCKmBv6ONfHv3/Q64P/5MiIzeFgiCDq52f+8f3a0/w/wASEjSGWPtpVbwy0csuij3aMAT7qSUx7mcR10ecvk+G+iSFCvC7F7Lq4yAErxS+5vAzHyTz1nZ0F+BSMlxOPycX25xhBJ6d2yWiG9M/pqedyGcHwErxSfnp2bBenJ3Z5RtmTZDpvXHmdwEH/Vz5AQuKoBEPvMAfCYmMKI4/4NcRn8vhhM9NJHJZzB4QhiLoCqif5CbFfDu3oOOvw6uRUcauS9QR3P7oKrAStglF4nDMeWc55F7hiXvAHSAZsIifRlgCxkuksarOQjgBZB6gztAwFV1CVBcMd6BQUTMCVQ3c1wt0ojHDmypHEnU/LyFmueUGoeBkGPu5L9DH7UdtV1g3nZ+BVCNbPsaHmYbh6AkGXPHroAbg9VtTaWi7embf1gOM78EQsnuxR1oPl+8h8HheNduahE/3F8QZYx7GHINghhhqAK680CxAu9EmAU2G7UCb0G332f9l7D+e8svROr/8clV3e9dry2ksnWdJaaaUJHZgzAZAgACKTSARAgACInHPOgd09M2pRcu1qtrTSVK1qtDsrS7ZWprTKYaRWz6jz9EzP63rec3/3O9/FB4DdzU4SUHXq3HDyDd89D37ve3L7AZStr6/Y6tqi4SdqbR1FTqiHuoGG1CWYIqAieMKY6lwaJ7BDaQVIHKwkJoQOfyL1j8CVQBb+krgPGDOHV6inIlWS1x9BnRi4cC6AmxWHoV4OEMt9YAWlFWmUR+lDngRYJfcAq+etLS/ZOmEl3COkoy/kz8GiRK0UgSvO0XfSZ8vWMe63uB1s0x7Uj4wngbQc1znPmwdfqQM1Fm0i7YptbgQFnPrmsZ6R6JqlzwD/WIjufW/XRrju/txE7VCbaQ/POfvE2mbf09Du5Fn092ACnUL6kIf7y98H3GuJqSDlpmUm/zDQu5M6HJYl/xCI3zcCSfF7yN+RvMMdXvGPhvAPE6CR/imh96h+r4i1Hd73QV2q8jkXb7MvWKXfHn5vCPyDQQBKv1n85oXfI2AUoOmh/656vUkeLyf6Zw1lqEzVBbx6md/MDNQiLwCLcwJTMbiKt4FVSqPfXmL6TXvZPgZXn9PPPszyvvP628F31F9+x/78r7/rzs+JgVeAI3xLoXhyZ+uJw3Xflj8rHUugFaaC5MPs70n/UFu9/c579uZbrCL4AzcVBJwBygSsgtrqj11pBbBSiP1ZyQk7sYLAlRRUrrD6zT9IVx8EXCkf5wBbBIdXvx58WglcyZ+VYo7LIXvWTFAmgjG4SoHVK98yVFZaQTD2ayXzQFYNJGgVQaCVVhDMqqwErFBZyTRQ5oEAHcAOgEdKJYEpwA8ACKUTEEkgCrBEACgROC+lldIJVilGaQW4AloRsx8f4zjgiWOUSTlK09z/S9bY94rdefCL9jMXp+2f/Wyf7+PP6pu//Seu5PtSyYJdrNnwsmm/FGGpcmzu6w6v6DfX4vjveASOR+B4BI5H4HgEjhoB/0BPFFW7O2HJbkBW+PgO4Epp9JFOHCYPmynY8g/0yDQh/k+vtvmY1oe0gJb2FeuDWx/iHKc+HVc6YgUUTkoXtxGfJbRLkxjOaT+OdRyQpX54vBfyxseY3CigjFLZSkNZ8QRI5z1OzE6Y+DBpI8Y3ivKShrzsEzOhY0KLaV/ZzRuG/y+d9zSJKQ3HCAJP6SQwMrUJx8JEVOfjiSl1F8ofl6302cltXJ4mpzrGPhNuTXaJNeHlnCa0xAT6K9gkRQZxOhlPJugxsOIcMID2qcx4O64jbp+2PU8yyUc1Ql7yoATC/BPfZe4XrPGO3WtvdXNW+fMhr+dP2q+8MZiI266+CGDEEETtdIiRQAWVwxgKWHBM+YkFk2LglNsOaSlb+dnW+JFfaVWvzqsOqatIp7o4prapXOJ4O6+8pD+cD20JJm9KI8WT8us4MccARvEx+W5ykJScY7tQfvLF/SfNymrOpFF1cFzp2C60r2M+RlGf4uOc0/k49uPRdaVe7p24X5gPxnXH+eN08XG2KYfrxb3GPabrq7553cnzpW0vI4G/hZ41yuJ+5lkmTu9t6kvUUqqb+pWO7WxQ/jSO1Ku8DyjP3wuJD6v4vUO58ftN53a2Dzq+X1lFHt5xerfqnUus97+/oyM/VzrHb4vOxfmASQRBJwdT0T9awvs9ALO4LOqLA+Wnv28JsMoCLcoGZn31Ky8Zv50xnGKbYwr6XaRMlU192qe9x+DqqC+jz+h5/Ei99t233Tzvte++5aZ5+JQCVv1FEty/1F9/131WAaxQQLm66j8HdVXs1wrFFZALk78P+kf9r7/5rr33/R8YTuABVSisiLUNxMJEkCC1VSFwBaySekrbxCiwSJ+qtKIVB6XIUpz1ayV4lZoGJs7YY2CF0gqH7LHSCnPAdPXAV75lu698y1g1ULBKSis5Y0dpBbDCp1UMrtgXuEJplVVZCVqhOMLXE2ZzQCs5NwdaySRQ4IpYgEqqKIBSDLLYF8CKIZWgk/IJUgGnBK4EsgBTCgAslcO2gBXmgLfaXrSTN5ftR378vkMqFGL0FZPTqbXfsC8Uzdvtnq95+6S4ok/0zf1izX3d+/7KMbj6oI/fcfrjETgegeMR+Ec5AtkP6qC+Cn6vHGBFH9n6IFYefcT78SidPsJjYMVHdaHj+rCOP8RJp7z6GI/P8xGutqhM7ZNOH+maHKi9TD50TOm1n52YcF79Uxr2SadYxz0+ZAKkdJrYKL/iuF1qhyZq+Mpqbmpwn2I4qNYETO2gDJWjCZ7ykoZtJotMJInjY5pokiYbNMHUcdISyM857SsudIxzOq4JdRwz6eW82kasyTzHNaHVJJnJOPkVs+0hmaiTX5PyeDs7uVZ9cd3xNucJtAUYgqmbAoBF5SmP0hfcT6AbfVDb4/Y7OEpghspRH4gFK2Iw4scSgKcyYwAl4CR4gdrK60wgEGU5CErKEPBQHcTUoXKAVaimBK04zjZp1EbyKJ+OKda5GCyx7W3ItIm0Ou5tiOrJlqdy49jHJgOUdF7lUX6qAkvSxmWrbXE+HSPmOOkVNA4cVx1xTLr42iqd6ozTsp0NcTrdl6ThuO45ttPnIXlGsuXwPJKftB4nsEvXX8+ZIBL3DOn0HDtQ5lnTcxc9J7RDbYljbcfvIcqP1atsC1pxTu8o8uj9ovcQ5elYHJNH+Yjj96K2eQ8rndJon3N6j+p9zT7b/MbovMrytIeAK/qDjy3Vo7L5XaE8/b4Qqz7fZp/zCcDSbwawCcWVfhv1u6ey+J3kt0+/s6qHY2xrn/TH4Opz/KmH0gko8Obb7+b5lAJWEQBYco6OySAO11FUAa4IQCt8Wglm4QcLtdUH+UP19d57PzAg2t++9qbhIB5ghTkgjthjcCVgxbksuIoVVlJOoZriuGCV8siUUFCL9GzLpNDNCX89rDYof1aorFJoFZkF/uK/+V0jAK0IMbSSHyuUVjILBFzFSisBK/xbSW2FykpByqvYTBBn7AJXACtBK6mtWF0vVVrNBSfnMguM4ZVUVA6SUEgN/0qqunJF1PCvpOaD7JNOMAroBIxin+PALbab+n/JA+eAWOw39r5iDQ9+0WP2Oc55jmEGeKv9Jbtcu2nXbm/bhep1B1cnnh12c0La+H/92u85SC1u2LGbLQ/z/GJJfQW8QlWGk/av/evf+SC34HHa4xE4HoHjETgegX+kI6AP6/BhHswGBa8CuAoAJ/645iNcH8PxcR3j41gf0AJOivmPMenY17FCcIoyOE96pVV6nVM57CtwjPaRlm3aRxwHtZl0hHifdJQV59V5xXEejsXlMMFSXo5ru1BezhHyr0FQW2nSxkQZ5Q8TSE3emLApD3WwTdD5OI7PKQ/54wmg0h9UBudJr3TElKFYE0jt01aVT0zQZJjYJ9jJpFjn1SblVR7Sp3mSCXOhYxtJuax+Fk/0vZxkgs222pqtV+eUXmUI3qSwBlgQlUd74zYrf155EbQSXHAooOMRrHAAEY2NAAV1qE0coz05MJWoqhJgoTbHdXk5MWiKwJRDrQhCCHionBhYqV6BK6XNxmqv2hxDINJyX+uY1Fbxsbg8yiCtyiqUTmWRT+mIlVflsU/b1Scfw2j8SReXpX3qjMvyspO62I7L17ZiT5u0JXuM/Wz+eOyUl3QcJ6Z9bCudyuB661rqOik/sfIQ6z5Vej1TcUx5pFPadFvPWqKUUh1x+WzrWVN9esa9LQmY1j0awFV41h1qJaBcealb5Sne2coH7np/6T1HHIfwng7HeB8rHapXvcfj97Ty6j0e8ufet0AlBZkQCjTRH+VXmfpd4Z2vbcrUtqfjNysxIZRvK/YBWS8mJvhKr99Ffj/5neS4fkvZpry4LuWjrGPF1ef4g++1v3/bWw+oAlIJVAGtOIaTdNRX7GM++Pt/+O3UCTsQiwC8AmSRDnO/J/kDmpEWcIVCi22UVqiq8GlFkOJKIEvmgThjB0bJMTsgKgZXACtgFH6vyBODLkErYmBVDLnIJ1NBVhCMHbHH0AqVVRZYobSKnbELWskBO+BK5oFZtVUWWsVKKzlil18rQavpjW9YHGKfVim0SlbmA+igXgJaycQO4COTPcATYCobOK7gyqqhX3boBHgCXBEEu0jHcSBVGvpecUWV9gWv2McssKbzK1be+qIV3dm2LxUv2NX6Lavr+qr98y8M2o/8RJeVtuwZEG5g/t/6vQcAxFwQmCVzRralvjoGV0/y5B2nOR6B4xE4HoHjEdAI8HHLB3b4uA4rCwKs3FH7w9yKRXwAhzQB1MQfxGxn9/URTawPbIEnpVUaHWdf6UmTzafzccyHepo/mRC89DDnEF6TDrWdcrUdx6TTvtJwjLFhn6B6VSax0pCXbZWhMVUa4hf3duzlvV17EV9g+MKKoJPyEgOANOmJ9+Pj2fOcI5Cec/F2nJZtTSBVnvJm90mnvJq0agKZ3SdtdpIZp8mDTxmVlSaipKcMTbI1EedYPKE+aFv5VEa8r7KzbVTdXkc8oU9AgdrABB8YEOfP619mou7pErigvseQgG2OEwMeUviQAA7yF2q/0qosz68yiBPljaCTYgcECbygXNLpHDHlUmdcvsoW5MlLH0EhylNI82v81LYEtJEO8AIIIi0x4IoV+djmnMrgONvKo23t0x7VS6x82o7LUp3E6gf9U9+U96CYfLomqlNp1Q72Vafq4xj5CuXl/uG8ylO742NxmdkylF75437pPiBPXI/2idM0CYjiHtGzxTblsc8zEt/rfi95WhZjCOOuNqh80mtbz1haTgK89FzEdbJNXt5FSq9ygEHxO0rvJky8VQfmgxzXe5DjnOcYeTmud/XeDr4M883DSUNQmmyc1ql37S5+tTZTk0HAlbeT+iJwRjnxbwgwimN55fFbk1FaaT+Aq9zvI79F/PbFMeXzW6jj+r3iGHURXkrA2DG40hfQ5zBmFb833vqeK6+AVIRYbcU+0IoAmPIVBv/w2w6rUFgBm6S64jzmfk/y9/77P7R33n3PoRVlY2IIrPrmb/9pAWgVFFgCV6mp32/+geGjKvZTBcACSgG1AFaAMCmtlFagK4ZWmAYKXBGzgmAhB+xAK4IUVjGwyvq1Sn1a/VK+iaBUVsQxtMJMUI7YZS4YO2EHWrF6oPu0SpRWglduIrj0aw56MA+UI3aUSGwLXAGsgD0EqahSc79EccVxQS2ZCaZpE19WbirIKoJJQG2FigooBaACTBFrGxM/hfrur1l1x8u+WiAqKpyx/8SZCTtdseJKMdRXmAv+y3OThp8rwsNf/k/GQgKALergGPAKYCbVFWCOvr/yq7/7JLfgcZrjETgegeMROB6Bf+QjwIc2H9juj4OP24c4W99KHM0GYMOHLx/F+vjVxMA/hBMwFX+U88HMOX1IE8f/CdYHtfIIPOmjO/7w1jnlURwf93r4aN8L4SsJuFI7SEt7mLQQSK++qJ0cK3Q8Tl8oTVyOyo+Paaw4p7r8PE7aI5MW5VE6lUUcT7jiiY7y61gck4998mbTaZKn9KTxCV4Bk0HOcT/InGfTTWDiiWIuL5NXlU3MBFT7TOY0UUUdpYmwJqXE2ta5rfUE3kSqK01y49gn0hnoRVlM+jU5V0zZ2XrUd53jvCbixOR1OJG0kdXP1K9sWSoj7UNUn8ol9u1MPRwTtFCcpk2gUxZkeDkRkPJ2U24CJmg37Vc5PiaJ2irul49hAqC87sQcUOok+bmK4Yi2PQY4ZeARbVH7fByTeimT8shHrODgKqlX52ITRbWXcwJObKtPiv1cbN4YmTE6uEr2C0EmL4OV95J2xX1S+fE9EbcjLi/tb2Q+yHmO61wcx9vUo3R+XDAvuRc1DkqTd22Te9XbnaSPx1vtTcvYkLN+1E6bvtACiyxsbeW2tXKox74oA9CLfFqQIUAwrgX3Ee3R/a/nhFjHKHuLVWA3cwtLqDwdY/VUbePo3be9XfxWAYvWbXtnw3b3Nm17B9CVH3Z3N2xnd8O2ttc8ZpVBXyV2Kyy8gWN3FuAgsL23k4NIei/G72Idk6Jqd3fLFyNhVV4WJQlx+McPiyWMjo7a0NCg3+PKE5y3B6ftpGexhaHBAWtrbbHhoQF/T7/44kMjcB5H88QsKiKH75yTAstNBxPlMr8f+m0kzv4+coz+8BvG9jG4+hx/+L3x5rv25lvvOnD67utv5ymuYgUWUAqn7cSsGojSCvUV8IptzAU5/93X3zlyNN793vft/R/+0IEZeciLSeB/+J0/8xjgBMTiGOApAKhgHij4pBhVldRWHCNtyPdHDq84JnVWnFamgUAqrSDItvYBV3LCnlVbvfKrAVxloVXsiF2KKzcTfOVb7tMqD1QdYhqIWaCcsWvlQIAV5oH7wFXikH1sJfi1wlROKwjKrxUxAWWSfFoBoqSiAjpJRcUxwSpiQS6BrDif/FploZWAFaAKSAVsIqCwAoQ6uxwAACAASURBVFhhGojJH0qr81Xr9tyNJftfnhuxn7004+CKPvzUhSn7pz/T6wBMII57hbHHpJD+0h/aS5+AVwT6fgyujnwEjxMcj8DxCByPwPEImPl/ioEKbp7Bf4gTkJV+bEfmdHzw8uGrD3p9LBPrg1hpBJ84zkd0oRCn1Yc2MXlUnspRfh0nrx/Tf50f7hnAyqEVqqakTXFZgkNqL+fUB/oU90tp1cZsHp0nLpSXY0x2lE5lK47Li48pfVwu5xWyIEr7pKc+7bNNHiaM6aQrUgCoPGLyaIJ50HYAV6xYmNwr0USUvORjYqpysjHnBJuY3GoSy+Tbz0UT3jRvsvphCrwSIOOQJYIzTMIFwzSJT4FJlIdjlK26ibVPrLy0Sfkpmz6rTtqi9ipvXJ7KjMtTepkxquy4vrw6IxgjOAHMIH0MT3QuLifdjpx1CyZwTnk4Jrjh8CdSTZEGyALkUADkaDsGRwIgDi0ScEX+LHzRMeWNy2N7aWnBA9vAKvZVn+CV9klDOV5WZHKYgqMMdOO4gsZP+8qj42mcACBWAlTb1Sdi2kI7CGxny1O5ykuswDm2dT2UVvtxPXnbCYhS31WeX3MBsSSNrq2uM2PY1dVpIyNDPm4cDytREoeVNGN4tL6OmiqsGOqrXvrKlSGtjgOu5ubmbHh40BcxmJ6e9OeEez9+NrTv7eQ538SnFcqkAKcoR3WzDbARtOI49es8+UL+DWMlV6D6VuKkXc7aed95/f6uCr6mtre28kBVFlxtbQalld6h5OedxvuRY66OZZt3Me9aj1mlNqyqG+LgG3JxcckqKiqsqOiaMSaAJtITS81MPD4+bo0Nd+zSpQsOr7yeZEVCFM+USTpCDK6o3xVY/FZGKmV+D/V7ye+WfiOJ9Xuj+Bhcfc4//zDTAzj93Xff8hX9ZC6I8krqK6mugAf4uwJaYR6I4komg5zD2fuT/P39G++4yuo//O6fOaTCnxVqK6ATpoFxwLeVzAJjtZXUVQJWMjGUyoo8wCrBK5kHZk0EpbYStMJMUOAqhVY4Y0/UVgJXMg2MlVZyxq4YcIWJINDKfVh95bdS/1VaMVB+rKSyip2wZ8EVaisprvBpFZsIYlaXBVfAHQXADgAqVknJ5A/4BIgSrIrjGFbFyis3FUzy4bsKYCUzQKCVgBV+rBxYtb3owOp6465dvb3lZn84Y/+Fa3P2L740ZD92asx9YqFCo+wTzw7b86VLrqICoDGWr37nTS8XpRXwir7QJqmucErPdfrc/z0qtmeeOWEnTmRDsQ0/evx0uveo2E4MP6WyjmrRIf15Wt05qgnH5z/KCDy24RPF9uijFJHkfTw8bJ/MNX9sw8XJ81M8bJ/Qnb5vhD65/u6ruvCBx4/s0fCwFRcP2/CjR0eMy+M07aMnvGiPHz/hSD/+4GUX7tBHOyo1jU8AEiihj/O9BCCxOh8f1foY1ocwH8ECJsSCS/qAJtaHsj6i4zQqR+XG59iO88Tbgld56fd27asvPvTg5njxKkoJXBLEUrvjWCBHx5RWbcyeZzw4RjrF5PXJxwEwS2WTXtvk17byqy5i1aNzTKY4RognVkqr40oXx2wzIVNanVMezsXb7CtIMQW4ccgZKaoohyBoo3rIK6gj+KSYibMm70xolU4xqqYdQSJMmRJzJvIzKff8PglOfGYJjEXlUv7CwpwHJvuqL60jaR/HOSZwwD7AwENUV1pn0l61O+6nylZ52lfd5BGMUH3E2o7Tsa0g2KH9OBb4oFyVD0wRvFDfyaN++XZiKicQpPPElAnsmJgYs/Hx0RQkpaAmgTfUofxx2ZQR90llOmxKoA9wirIfPOi2jo52hyrUSXmqu7e3xyYnx71+5VXswEjXKTHTQ7WVHk9NAXOO42kjfdOYxduc29D5BIxRl4cMnNJx2lkIXFGWtyWzGqLGKI7VBsaI4O1IYrXTxy9pC2NO/UqnPF5mcs7PU0YSenq67Ny5M9be3hqBKwAcZQVwlVNQ5aAVwIjzxCiE4rQLCwvW3t5mJSVFdvHieYdXPCN6F+je1zskvc831m1tfd0mJyetr6/PQ29vr42NjXn5gCnqY7+zs9M6Ojo8npqacmhFOwW2tlFSbbNgxKYrqhQDqgBjhG0UWoCrzW3b29l1hRXqKymwtje3bZv8Cayi/XoP8q7UvgAU7z9+L1F+CSxRD7CJ/cXFRWtqarKmpka/N0LaTQdepFE67+PosBUXXfWVY3nHUybAigCsorx8gBV8Xcl0kJh8+r3U7yRxvM3vjH7LSH8Mrj7ad9OnnvvNt7/niiugQLy6YBZaAa+AUzhg/8M/edWVUkArwSuA1t/+3ZuG/6qD/n7w/vuGygvTwP/4u3/u0CprIiiVFcAKBZWcsgOtFIBPgCjMAIFclBF8YQWFVpwHcAXAErDCRDA2E0yVVpFDdvxbObRKHLEDq2K/Vl+NVg9EaSW1lVYQdKUVJoKJbyv8WmXBlUAVKwZKZaVYPq0AVwQprhxa4d9q/RuGeaArrZJVBIFWWkUwNg0E6khpBfBxcDX0yw6HUFoRAFcAICmrSBcH5ZHKSvkATDIRlCkgwApYVdXxsofKey9ZRduL7rOqpHHHfVnhhP1Mxap9qWTB/s/zU/Y/fnHQ4RVqKq2oiBkhyivagZKKPnDfoIS70bxnjBF1Uhb71EPdjDOKvs/134FQ6bE9Kj5hz5x4ChPxA+v4GEbugLoePxq2E8+csE+Kn30MPftHUuTTA1ePip+x4qdBwI4a+cfDduJDVfTYHj0pfDmqDWb2wfv7dOvPNfGRDQPCiwGHjw3A9Gi4+MDn7zHPLLAySZvu5wossAUsPPrd9HgYoJgr29vxNN5pBVp01KHdvZ0AIhI/HUCrFFxFKwXysavAxzzbfAwLUuDgFpWTPpiJOc8HtT6adSze5zxlKR3nFF6KnNGSVx/ncX62X06A1ddeejEHrhIgxHm1W3EoP4ZuTEByMEmTFWIFJjLqt7aJCSpX28rDcaUNdYa2qJw4nY4pvc4p5rjOaVv7cRq2Oa5JGNtcIx1nMqlzijUxU7kcV1B+wJXglW9H5n5KS6zy2WZCzWR1ayvnYJ28MbQivaeJyvMJLjApye+wKwJXAkhMytlWmeSjXs+/sWZzczN250693b/f4TCEcnRO9bKvbSABqzj29/XY/c57Njoy5BNPgRDVS7+UJy5P/Y/LJJ3GgnwEwQhAg/IfFJPegURG+cMxAQ/FKh9gsry8EOBGMka0nTxxeYwffRMsCucC1GF7aGjAyspKraamymZmphyCAEQAS4JV5Nf4qJ2qR+1RTDuVlhgg1dh4x4qKrtrZs6etu/t+Ot5ALa7d1auXHWoJEJGPuol9O+Mfy+tIAA/nlU9tE0wi9rSUlQSNI/vqo9eTOe/pojqUJs7PtpzOs6362KYt8X68rfPKwznuDfY15g7NHFCFcknjAbiWtCuOx8ZG7MqVS1ZeftMVQJxbXw9ADhgFQBG0YpsgoAWoErgilvqJNMvLXMMJv05nzpyyvv7e8DxGz5R+H3gGFDDbo962tjYrLS21s2fPWlFRkQ0MDHjdQCnKBlhx/MyZM1ZXV2ezs7OuxsoqtRxQbWza1vqmba5vhLCBOhRlV4BXG+vrtr0RVFcAq62NzcREcNcBlh9LfGtl36f0wd+RiRqZ943A1e5uUEQBl1CKEahzaQlV4Kq/m/g9BXZhUihw5fH2tvm1uXTB3zdhrHIAjDSUx1gzJnt7mAkCsxLFVbSIiH4fpbjit1K/qdomjX4HjsHVUV9Gn/HzOEd/593vu5kgPq1kIiiVVRzLZPBP/uI1XwEQaEXQCoOAhULQ4O133rN33/2+K2YoA7NAVFaKZRoYmwcKPqGckp8qwJWUVjILzAIr8pFH6izAFXliWCXzQNRVUljh00qrBwpaxSsGyq9VodUDZRroqwdGwEorCEpxBazKrhgIqJHKSs7YtQ+ckXlgrLZKlVZLQWWFQ3b3B5U4ZI/BlaBVqpbCL1Xiq0oAyhVX8lmVqKhIkwKr4dyKgoAqFFYOrPqCT6vYJBB4BLQCVuF8Hah0o2nXAFFX6jYdNAGtUFP9qyuz9pNnJxxc/bOf7bOfvjjtqjHA3/jKr9vJsmXPj5IKqAYY/Ju/e8Pq7n/V0+HXivz4w/r5q3O+Pbr8757Y19pn9tE8APSovT7x+1CTcpXgM+pPVHF1kLrL+3JMrqIL81ncfHrgygAhn0QXj3iGDmzChwZeB5T4Qfv7tOtXsxxAaSeKqS8LjQodI8tBx5PigFtHQfWn8u6Kmv9RN/XfYzd/SEALsMI/3hNYJfhDTDomaphAYCIyOjpi62tr6X+e+a80H8gE0hMDcLT/4kP+Y4xT2ReTj/Bde7gLfHrRXtx7aC9hKpGaRpCXcnJlqRxiBQEt/1CnLmDVw217+GIIew9xsP7Qy6cuytzDDGMnBOoNx3NALoZOGg/FMajSMcaLyYygXwoAM+oqTYoEsnzcY1iYmKJwnLFUeuK4Lh3nGO3RefYJPtFKrqMmXop3NzdsZ2Pd9ra3bC9ZmUv5mFwqLzH7gi/EubBpm+7jJvjI2dwMSgvSBwgTJpBhkrhhG2vrtrlO/k2fNG5t5MoiD3AjhjfsM8EPk+wAqASqpCKReouYdBuUubXpk3BUD3fv3rULF85bR8c9n0RynrxeTwTMVPfiwpynxczn8qVL1tp611ZWgAEoTjBx2kgUJ2Fy75P8tdBOytTYxP3gmM4Rr5N+PShYPL/78cpXnwn00P/NjQRcJcoX2rKyDMQgoJhZseXlAHIEogL0YOxQ0wQzK4criQqLsSJfnD9sr9qqq2pQUa3YgwcP7OrVK3brVoXNzc16WRwnABYEMnSMOihbwa9XpCIKbQhtov65+TkbHhm2W1WVdurMaevq6fKxoc3z83N25w5Qq8i6u7u9vUCT0O8AloJ54aItLi/Z0sqSLWJiuMy5MCakZWyWGau1VVtZXfVtjjGGq8srtk5/VziXGw/yoSYCPjjAWQUSBjika0MfBdCAY8G5/GIKw0LdwKtwrdZQNnldK16v17+q6xCuJf0OwEj9DPkZa0IYZ4BdUEmtrq3aAiaW9I+y0vzApiTN6qrdv3/fbt++bTMzM0kZ1Bvq4BoCrcK9GO7rcL/n7vEYapFP6UnHM9HZ2e5qrv7+XjcH5p5nnIj1bBN72N5wUMT7gDFuudtizz73nDU2NqZtoHwUWQuLi1ZbV2eXr1yxkbFRW8fX1faWh7W1DVtZRbm1aaurQDT6xLtoyzY3tmx1bS3cF1xn+ujmiVve9m18W23veH3AsJnpaVtaCgsB8Izy3ttzyEQ6QFR41y2vrtj84oLNLcz7mG9tb9vKCoB83qanZ21mZs6WV9ZsYXHZJiambGx8wlbW1mxnZ8+2tndsMzFzRDmGwoznq66u1k6ePGn373emYAsIxhiMjIw4vGtvb7f+/n5/3vb2gtkhvw/6jcj+DmqfOP7tjrePwdVH/XL6lPOjuOLvb197000DUVrJXDCGVtoGPBGAV//fHwUH7e7vCp9Xf/hth2Bxl4Bi+LX69t++7umBVAJWcsYemwjGKitBK5n9oZwCTAl0CVpxTKBLkEtKK5kIsmJgag74G7/vwErgCoVVHrRKTAOlsopjqa2AVQoyDUzB1SthFcHtX/yPqX8rlECCVrGZoPxZSWUVxzIVTJVWG9840DxQqwcCrXqnf9VNBFFbxY7YXXGVgClgVWruFzlZ57iCw6tkP1VXsVogqwcm0EpmgaisZBYohZWAFSsG4nQdn1ZAqxduLrnaClCFf6v/7uf67J/89AP7H35hwH1hMVaMHXCMfPjook8Auj/9i9ds75e+5fCMccS5+/9xety+UDSfgi9MUT/Xf0dOugEJH1GpdGQdT3EED6uLye5HhXBPsanHRRUagacIrgoV/3EcO+yeO6y+jwscHVZnfO4Trz97bQ9/twCe8h/XyCTzxDNHgKtHVvyUTE7jIfso2/tgSwRCYuDENooqQBdKiba2u1ZVdcsaGu7Y0tKymzPw3+cAmvIdnetDWv8BBly5zw7FgCry7u65HxKBKzfD8JUNA/wSpKE8b8/DnDorhTcJKPIP+4fAn/CBD6SifCBVcMabA1d7O9QdIJEAjuCPgFChOIZHnt7NRwK88v+wRyottU95GEvyhP/EB5WbrgXQK/xHP0AotUngiQmg500mg2xTroCT2qr0xORJ98kHvOJYAppQRcXp0olmkk8Ahondxnq+8gJ/OJzf2gzl+sR1bd021gBWGwmoCmoIJqyoHUgb8gSABaQRQPI6UJkkiqBCQIRjgJEYkjCJ1qR6aGjISkpKrKGhwSfIKSRKfDuhQAJ4xf1CtcJE9t69e3bhwgUHX8AClUkZTNbX1nJ+dxwMJSvOqay4X/QljFkOxDmgcPVKGMegstnvuJvj5F1zwLHqE3DAQYAOAR4JGkk1BRByqOJgIsCYFcDMSm68AkASqOFcriwm+ZQPKGGCzeSasQTikI5nPQdRqGvN9wNcCUBJ10SQh5i+ECiDPF4HgGhp0erv3LaTp09ZZ9d9h0vURRgfn3AVzvT0dAJcQj/oK6CB2GHVyootriw7qAB2AC1Vhsc6t7xkC0Cu5SVPs7y4ZKtLAWAte98EvZaT/MSAopy6TfdpDK4cYKHSwmwQ0Jn0kzFRW5aTeoBlBGAZY0D7SBPGb9kWk3FmjABtujYqiziMXzgPTAHKAe/oO+kJGmPq4J4mkJd9nVPMcYEr8tImYqXl/seXFaZ7mPfR3vhca2uLXbhwzk09HSYnsDJ+HvT+8WcD4I0yamvTr/npM2esq6vL2+XtADBvbtjq+prV1NXateIim5ia9GOzC3M2MDRoPQ/6bGJy2oZHxu1ua7vV19+xjs4um5tbcIjUdq/d81bWVFv3gx4HlhuAr0SBRT+amputqqrKqqqrraW52ebnZvx9wHuQdyoqJxRPKJ+4B283NFhF5S2rrq2xsYkJ29jcspGRca+7tLTMWlvbbXxiypqa71pR8XWrv91gC4srtrP70Da3dmxpedWAULdu3XKQWFNTY9euXXPFGSALYEVdjC/QlnQtLS2uNkOZxnOIKaH/QyMBV/JxpX8SEccKqxhe8bug381jcPVRvpo+A3nfeud7hiKKVdv+5tU38pRX8nMls0HFmAwCsoBXWl2QmFUHMRnUH6sHvvXOewZI4HjWpxWqq8MgVKycQkGFGSGwS47cBatIp7SkA3Bp9UA5YpfKCv9VBGCVAtDql4BVComJIOoqQJVitgn4tZLKStCK2MFVAWiF36Z4BUGAi0wEpa6SWSCrBypkTQTxayVH7Pi0AuS4eeDs1x3sAHdQIeHXKgutUvVUZmVAlFipGiuBWUCqOKDMksJKKwfi0wqllWAVKivM9XC+Xnb3oWEWiOmfVFZnb636yoFuIli8YD9+etz++RcG7Z/81AP7r36y252xo7rC5xV93H3lW4Z6ijKom/7STtRwf/znf+eO2xkz4BqrEgKufubitKHO+ocPrhA/nEgUU0wc8T/EpPCEm/4cpG7Sc+lxdmL/OMmf+tUq3mfC98jriSeqwfToSAVNtq6oIVlTKswHvR9qR3HGD8+R7Tx4PNw0UeV6vL+P+9IUMH360OMQ9fuofj5pHdlyiocf2+Ph/H5l02BCF1+zo+sS3Dj62j9JXTmB3cHXiqGirDw/bwWuRTSk6eYjN0UDosjHFf1VXWmyZCN3POQ7EfmXGzZyhufr4HyWptn/DDK2uf4W6NOJ3PnC9ftA5D8TUZ5sqz74fgYmHaGqctVVPrmKqqSsQ0wFD3kPRIV8opuCJQIlAiz676w+dIkJpGOihu+b+vpaq62t8UmRfH3s4vdjN2dWF+dXmaQFXhH4UN/d2bGFuXkPrPLkiqgkjQOuhzkTB318K6ZMlSuAE9ROwU/I7h4qsV2vA2AFvJKfEznoJfZ27wXTQIEhTWA06YqBkOriWAqEotX3fDz5z73Ua5HZocqhXJmdALCY9Ok6sC34RV2eNgEtao+OEZNGbVJ6tYvzyqNjbl6XMXlTOsVKy74ADMqSPvc7NBkmu4m/Gcx0AFKbSRygFfAqF9ZX1xLlFWqsnE8pJvoCAkAOtoFSAlMCV9oXGInhVUgflExMyPGd09ra6vdmmIQH1dTGRk695WOcKMoEWZisAmvOnz/v4IoJOpNpYk3WKV9wwMFVAt0ErDRWiukPfQSMAaEEBwIgQOXEuZziIx2DxI9RgFHBZMtBTKIEAjgAFFB84BCafZQnOg6smJ+f9/oAVwFYKQ6AgvwocYhjgEIZ7HOcSTvlcEyghZhzwK2JiQnfRgEVm7P5NUn6sO7gir6vermAg6HhIesb6Leb5WX23AvP2/3uLlcOUQ9qHMpmdTbaJwUUY0cZCwuLfu5Bb6+DjPHJCRsdH7Pe/j4bGR1xiDM9M2Nj42MOPQBkYxPjXl9ff787xp6fnbMV4NXyisMsri99Hh4e9vsHlQuwBvXX6nK4PrpXuQcFCxcX570tg4NDNjs3ZxMTk64S6+nptsHBQZuZnbGVBFitLC3b2vKKzc3OWk9Pj/tCwmSOe45xpJ+0g34yDhzDzxMAgwDgYTz8HlxdcfBHn4F/t+/ctubmZod9uk8wv6N8ngXy0T/qReFEWs4xztQHGKEO1FnUqfsBkFteXu4OxwE9wBeuPW3g2WhubnRTRBy/80wJWOn+535mm+O8S1Bdbm5s2vrGut1tb7UzZ88kqrrwrPnztrFmQLnyWxUOrqZnZxzO3evssJIb1+3K1SKrqq71UF1TZ9evl9qlS1esru62VVXVWGV1tdXdrrdLVy7b1aJrfk/wbGPGx5jevHnToTZ9ZmyuXLlsXfc7vI1AfG/nVgBXwCvGgjE+ffaMNTY3OVRb39h0xRV1Uj8gDbXVg95+u3zlmtGu1TVWN3zocUNjs8N07mm9A6ibdw3vK34X+T1kG+jOfUibaS+Ai2uD+ktKK1c3J74g+Q1M/zGUbMf/4BHA0u/lMbj6RD+znn5lP/zhD90v1RtvvWs/+MH7Dq4AWawyCJwSvNI2MYorxQApVhoUwPqjP3vVfV3R0u+99wNvMGlx5g5wIgg+CVoFv1bBP5UgFMopqaaksopBFyotjpNGwYFVBK3kzypVWmVMA2Ue6MAqcb6ubZkJClbhjF0hBleYtSkAW2QeiF8rrSSYQitWE3z5m668EriSwkrgSqaBrCIopRXASs7Ys+AKE0GtIChghXkgSivM6+SrKgZXMgPkPMHPJSaEWWCVhVautup9xcER0MphVduLqWkgKwbKATvQ6mLNhp2rXHNo9aUEWP3ozw/Yf/uzva6y+m9+qsf+63/Z7dscP/HlYXfiDtxjTFBtUR5+rgBzgwv/1tV7wD36iGJNJofAK8aPe/lz/fckE7xUqRQUEieASjGNOGoAMnU8yjpqdkCU75CbSXhxZiJulHPgRDZpRKaucBQfO4CFaKJLunjf5+z55R/dzgPGo+CE/LFRXvp3UP2ZNn3ocVBFB9UTjeMT1VGwnIzfsIJpMmN65HUN4Iprn3ePUXbUZr8XMmPlvpGiNPhoy4GcA64V43RQuzPla0j3xeTPVcSddICD+czxfYqnzPm0ovg420DczPh4N6L+Psk9uK9+83s079Eu8GymzfqAG1yPvHHaN27ZAh9Z8TP574VcisPBVQypHz965ECwePhR/j2VK+wT2ZK6ZxdosxfM0QAf+sAVIOIYIEMmcEzc8E9TXV1lTBB3Ev8dAVwFp+WCXbkyNh1+SUkl2MUEsqmh0Qb7+h0qYcaxl6yuFD7maVfI+zDjiyqtIwOIdnDCi9+RxE8IJh/ycbK3vZM65hW82t6i/ACuqIu+bqerVSWKpch5uaCOj4lDo8RBOZMezGGSsVLfKZsxFbQiH9ukc2iVKICY+ClwXPUIJikWJNFKWjpOHCaJ+Htad0WVJpKaOHJe/pqAC74PxIoml+oXsfIR9/V2W9G1K27qghKDySvx5tqWra9u2NoKJoFb7mcGUCWFCQArD1xtBHMiVCoEh1Vry7YC/NB+4vgbGEKgrcARfFctLKAgCY68ORfgVpj4asIPdGBSzqQzB55yUCyeZG9thok1k2Ym9vjVwcFyMOkStApgg3IBApjyzM5Me5sF3hhLBR1bX0PVE/o5OTFmD3oeOBgAQjBxnp2ddlMzQZFcPjn4XnZwRFr8/lAvMIkJLm1kQtvb2+9Kk4mJabt/v9saGhodTmBmNzPDWDFGYRwZL0x8MaUEUtyur/dtyhWgAiwBLFCFUD7Qg3EVVKL/1I3vIdKgbBsaGkyduAdIlu8/iuvFpB1ogpoEk8zSspt25txZezYCV1wvzNtIA2BgvJYczNH+VZuawndZo924UWZl5RVWURnKKSopdsjRdLfF+oYGreZ2vRVdL7GW1rvWcb/TIQhprl696nUP9g/Y4ty8AZNQNwEIADNlN29adVW13bhxw9swPDxkK8sLwY9U4k9qJRnL+flZa25usqvXiu36jZvW0NhixSU3rKgofCtiatnY1OjmaKisCEP9A3az9KZ/S5aVldn169ft4sWLXjdtAGpwv46OjHr/b1VU+JgxXleuXHHIxTMH2Lnb1uogB6hyp+GOFRcVWWVlpYMlrmFtba2rB+kz+1xfgNW5c+fs+eeft/r6+vSaA9n4xuHeB6QBv0h7+fJljznGdcZ8k+vDvUA7+R3AOTum47xX9A7iOeCdQdA25wDc67wPgF53W+zsubP+PqEs+oUyam1j3RZXlhxqAqoAV5hETs1MW0NTo508fdbKym+5wml+YckGBoasqKjETp8+a+3tHQ4uyQ9kOnfhvHX3dCemzRsOyaqrqx1qA4omJif9nmhuakjfdbz3guP34LcKeDUwOGjcP9xLqzznW9u2tLRiJSU37N69TjdTBFLNzS+mYA1Txu2dPRsZnbAzZ8/7c8/vEgCNJkO/1gAAIABJREFUmDHlWgCpaAuBa8RzwliQBhh67VqRP2+YO/Mb7E7Z3SQ+Z5ovcAWkilVX+i0nFsA6BlefyOfVx18J0Or1N99xYPXOO+/5CoH4v4rBFQBKQaormQ6yL59XQCzyfefv33YV1u/9wV+7sgrFFfAJcEXA1E/mfsArQFSsnGKb88Au8im9YtKnCqvf/AP3ZYU/Kzliz5oHorQ6zKdVvHJgDK6yKwhKbZWaBkZ+rTBxA1gJWskpu8cvf9O0iiDABWglYCWVFcBqGgfsG99wWCVohTN2/D6hQkJVFDtjj00DC/m0ik0EZf6HeklmhAJZxAJVqJzkAwufVgJWKK3uPPhFd4QOtMKPFQqr0pacLytWDcTED3CF0gqg9L+/MOomgaiq/vt/1W8/+vMhaBtzQc4RMP2jT4wZCi6AF5AMSEdfuB9w7o+ZIoALU8T/6YtDXgfjhMrvc/135OQxTOyDiR2T5g/h8PoJ6siaBTHxzJvk+iBnFBuFBv6AVQWZtOYm5AdNiAMUyGMQmTry23nAeBzZ34P7kVO3hYo/9DhovApO/PP7eXQdB7c3B4eebEyPriuMacFrn/blSeuKQI7DpEL37sF9y16LzK2Q2913velDIeCSOb4PHGXOpzXEx9ku1A/4W9TffW1KC8tt7Ks/dyreyr/n4zNPuP04OGsvziORT+L7Lu53ti6uWwSi806Tj7EgzQnzZ9/9bgGwgH4RQM7L9/HusNoSAeDkJnrRiniAFQIfvAAi4NXuNhBpxxUzzU1NVlNVbdNT0ya/IQAiTLZQieADKain+FBnpSjMnoKpCiYbTAYIfb29duP6devBl42bNa24jxM+7vmQJw0f7IsLmIFMeQimT2s+ufD2UOcKipDF1K8PE+CZ6aAmoVz+y0+bmAQz8Z+bnfPJF8d9NSqc+bIcezIm+COam5mxCQDI5KSXTX76AujCbIPJDf2dd1OaUZuYGLfZ2Rnvv686tYOJZfCpxRgLMDGRQ72E2RK+aYgnpiZsfGLcpmamXHmCKY37bWKp9p1tw8Ew6o+xsVEPszMz7l+M9riKYXPDlpcWbWZm2gPXgDEbGRm2qalJhxe0FZUQbWRCDoCgvMVFnHmvel9YYYt+7jAOvo0D9ODsHJ8smNGhumCSjbpldhb1xXpQlSRqmOGhIXvQ1WNdnfetv7fPpqem3H8S/tC4FkzOhgYHrbury8eMdvb2PrC7d1usv6/XFhbm/fiDBz3W39/n7R0cBJY0ul8Y4MfAQL+nC4ok4NKKK1aANQAVJvAEVCVcb84HZVZQc8WKIFQhwFjGG6DEZJJJO6ZiK6trtryyaqNjmCW1BUVHVbVV3Kq0u3db/X4MZQOtApCTaooyV1YxAVv0yXNl5S27RaiqtNKbpQ4d2trbbHZuJowPCi/3TwQUCAHoBCgApFy6dMlhA+DmVmWVlVfcsmvXiq2oGLPIJquurrXKymoHFqRHuQGI47ngmSEwbjdKbzgUaLl71/0IXSu65nAElRbgBLVRTW2tnT1/ztNOz0zbMmqn1VUbHB7ydtfV11tXV481t9x1aEA/BBFpO9uqk+eeZ6OsvNwVMA2NjW4mBlS6fPVKqrgChszOzDqgo+2ocTrvdwbfVFzfxUW7fafRLly4ZC0tbdY/MGTt9zrsytVrdu78BWtqbrGBRMlVU19np8+dtfMXL7iJV2t7m9cJaMMheE11tb8D6C8KIiAS9zbjhTqrqaXZoRr3QQB/ACXUc8EXGFATNdX9rvsOUb787PN27vxFa25ptYHBIQeI14qK7czZc9bR2envGp7vCxcvWHFJsauxgEmMNYDuhVMnXdXj5oJrqz7+qIVoC/0GbgDzAJZbm1s2OTVpV65d9XYCsXiHcK/zbPDuAzzxjGJmBrjiGQAWcY1RUNFX6mbMAdBAXiBVXX2dK4p6B/o9DWXGaQBXgB/qIB9mbfiSE7hyhVWkDhXI0rsv/BYEFSPwk3uadlAWCiMH4Zub/swwLgA7ACFtx1dVZ+d9O3nqlHV397i53sbGpj/3N26UWnFxiYNaL2Njw1Dkcf3vd3V5uZTBtSYwPvQLIAw4RDkGeEP16v9g2N5xX1j8I4XfBPrLM4HfLa4HPq66urqtpOS6zc8v2OYm/rB2HSBfvVrkcBUzav6Jwj166dJlV/rRNv228a5BcSVwxXF+73TthgYHrLmp0c6fO2t3W5r990O/x/JzJTAFrBKYIsZRu9LquPaPwdXH+131iZaOnyvUVqiwUEu99db33Bm2TAQFrQSrtA+0evU7b9l/+dNXjZUGf+c//6WvPKh9oJOAlRRXAlYxhJKCKvZlpbzBcXtYaVAKrTxw9e8DuIqhlZsHJiorgBWmgais8pRWBfxZyTRQwCpeORBoVUhhJX9WByqtErUV4Co2DwRYoRJSkMoKB+xAGGJtS22VQqvZrxs+rVBcYRpIiFVWAlbyZwWIYpvjpEvBVeSYXb6sAFcKDq76gsoK5+vVHS87ULrVFqAVDthxvl50Z9shEsAKldUXi+btf3th1CEVQApYhXkgqwgCmghs/8/PjrivK86hukKFBfBibIBprDwIvAKa0UfUatyrmEkC8oBw1AMEA9z9Y1RcHQZ2Cr5EDplE+4pjrojI92eTNwlPCz1sIpskOqSutBh37HzC/+PFf73ywolCwMzCymj72qkJclqyGhEmzI8OcA5OGw+aPGeUMh96HGjJE/bzyDpSxV22nxEseVp1OWCKAExaZXTtP1RdB1yrD3At0qZkN/bdc1Fb89Jmju8DR5nzad74ONuFxie6Fp4vgTYH3YOk2Vd/WqFvHPRs5qc6fC9dITBHjXMZ9o1b7lTYivudPXcUuDrYBxbw9KDHL1vL09zf2drJ8/kEoOKjXUqmfXHihwr1TEtTs1VXVtns9IwrbOZmZm1ocMiVGihD+PjmP8abm1v+wc4xJiooO/hAZ5LCdv3temPizKSsMVGQ8J9oJhnkZ2LJBCSoS+66moTJFJM+JgGc57/hTNgwvRgdHfOJL+oAFAdMrPoH+n3Chi8RJqIcR20C5GDygs8VrTaFImByfMKaGwFzNVZfW2d36m4bk3wmGCgDaD9tW2dy9OCB1dTUOlCgTtrB5NLBnUwTt5gEBbNCTMYGB/qsoeG2q0GYIKISwZ8L4U5jg5tNzc7P+RhtbQVTlbb2drt9547XA5ihrvHx8XSiNzU17eqYW5WVyTgEdQuTVPoaoMSqT8yZvFMG48DEEDDC9XIFFT6rUAokS8ajTJqbn7KWliafAJ87d95NV8jHBJa+ko8ABOPYrfIKa7h9x8eu/GaZVVVWOiTjWgGtuH5MqJkoc81Q/wBaUJ80Njb5ZJL+AS84RluDudIth1GYzpSVlfv9w/XjmmBmxT3COfrL/UYeJsaoh0L/ckBIcAW4tIoqyp2Lr/n1ZFKP0mhxiXMbbgaEwqP0Zrl1dT+wvv5B92Fz9VqRwzcmtbQhOF4PECwFT6ur1tXT7cDmTlOjjYyPulkbPp2Kr5c4fHjQ1+tAdW0Zf1ChPbRrbR2TsSUbGxv3caJdFy4EODI0PGrDI2NWd7vBTp8554oOoM7o2IQ/G5h7Mb5S4DD2jAH3f3FJifUNDrj5FSZ2tIOxBnQwnvMLC26CBxi5VlLs5nYoXgjAJoBK/8Cgzc4tuuqlsemu9fX3BXPI1EF7UKpRL6GpuclBEOZeOLnGL9PM3Kz7DMI5u/siSkwUuUe4/mfOnvVnwR2Qr63a2MSkXbx0xUpu3LTJqRlDbTM7u2B3GpocGvX29dvC4oLx7NAvTMUAF8A26iPwzkG5xNhgSkjbeI54JrgXgRLLayvWPzjgTuOrqqtscSFAGtJynblOgCvahd8s6v/CF79smIPhy4iA8uZu6z177vmTVoEKamHezdeeO/mCmzSuJpCe8nr7+nxsLl6+ZJPTU97Oyuoqu1J0zTq779v41KRDsmC6GMw/6RPQD3M6TC6Bi1w/AJSeCa43zxnPBM8/71T6QD+Bs8T+/tvAyXqngypgNIqnuoY7dur0aWu9e9efceAS7wkgD2NFPkxTa2tv28WLl1zFJ99xrmZE/Zn4yHOlVWIqGPui43mlPNRetI0gcMXzHFRvFba0NO/vl/X1Tbt7t83Onj3jsIu0vHcAUfST5937ubpmm2sb1vOgxxVXACKVzXgDq3hHoDjjd+fMmdOGry5gdmq+vZmsQrix6b4X+ecAwL70xg03IWVsgZ3t7W0O/Pmd294O4AqzxebmlqDa2tpy4M6CD1wf2sFvH/+UYcwBV9x//J5wjG3erfSlqfGO1dfV2PlzZ6y97a4rcAWfBKyIpbCKY2AVQUCLWHmPwdXT/Ir6FMt6+9337Pvff99+8P4PPdCUV1970xVYUl0pLgiuXnvT/vyvvuurDWIWCLxCFSO1FGaBBJRWMhEM8AoYhZngH6cmfxwHWJGXtIJcgCpMCIkJUmfJp1UMrdw88NeDPyv5tAJY4SMp9WmV+LJCaSWFlaAV5oAEoJUUVoJWmATKn5VA1T6F1cvfTM0CUQUpFIJWqKwUXG21HtRWgCsprfZBq7kAreTXSj6tBKukrIpBFOCK44AehTi90uJ4PS9kTANRWWESSEBpFUMrTAOfu7HkqilAFSaBOF0XrDrx7HAKqoBNQCvOA6wAWWwDrthHZYWJINCKfJdqNxzSAepYwRIwCXxDgfZzV2Y9L2aP3339H7pz9oyPq4JKkiNeJtkJ6uPEtxSmgI8w3wmmfPFk8kiYclCV2boKpfM0jxxGMTnfF5TnyHYeNrF+7H6T5EMrT/F1aBvz1UQfehzowxP286g6DlMepXmfUl1PZGb3oeo64Fp9gGuh22JfvK+MA+rKmhDuA0dPku+gNFlwRSsPuQf99PB+gHrkPb+v9wcceOwKsLz7PpvyECAakuY/C/nZDwNXhcYiyr1v3KNzH+Om/D0pRlUlWMVHLh++7IePZHxEBafmmH7da2u3ylu3HPIAe2ampq3zXodV19T4xIbJp8Od9XU3fWCSwoc+sIj/KjOBkMkRoJ6JBwBD5lB83JOGyRUf8kycUA0An5hwcJxJCvXoGBMdIAfnAEpMtDD/IT+QBhiBooL0ACYm9bQBBYPMBoFWFWXlVnWr0voe9NrI0LAN9PV7naQXeANeMZFEFQAMAKRxjglRS3OLm8NQpsbWVVrbm6606u97YLW11a5cwccP5i9M3AEc+Ga5cbPU1SH4gWFiRn8AC/SHiSltpl9M7jXx5DiARhM4+suYM9kCFDG5Y+wZa8aBSRQTODePKivzcpkIAvHkswrzStRhs3OshNXj44UpEXmYDNIOrgH5uDbUTRgaGDRAJmN5t7nFrly+7NeAOpmQMk4ARZQvQAQBMK4Lk1jKJGa8T58+7ZM46sJkjXpoPxCH/gUgteb94Vpwb5Cf49wDYaJd6/U6DErBSnBknn9szXp6Hni7KHtxkVXJNhwQ3aqstrb2DodZrGiGg+hz5y54P6Q+CZNjnI+HFfZW11bczMnB0I3rbuoEPHHgsbRoOJFG1VRbX2fzc/O2vpI4Y1+LV+gLKkWuFX0uuX7dJqZmHI4A1oBoKH2uFZXY2PhkACdLwT8S6hjAH2PGs0Q7Kae3r9fhDr6fML9CgcV1YNIM2HCYMznhUA3zKJxjq82YpwGEamrrrLun10HZ6HgAK5hyYhKo/nPvUi/3Jm3BdI/6VBYAC1gLuOrpfZDWzbXjXXDq9CkDdJEeJ+RDI6N29twFN8sDXAGHgFcAoxdOnraeB73u90k+rQBBjD0wiGOMPWPBM8BY8vzy/PBscJwV5jB9npqediXTF7/8JVdryfcU/QkrBKKMQ4kX4BWOuFFcMR5aWQ54xbV5/oVTVlZRYbPzsz6e5y6ed/M0xjjAn2WbnJpyGMg4DI+OuBkgJmm0H79KOAXneWMcaQt5AVW3G+74eczhcDLOu41nhPHjXuR6886lvxz39jtgHvPrzfNC30nHc8u7k7JZpbGytsaef+EFh17AHWAVzz3vWOpBoUlafDxduXLVpqYmXLHk/vMi0+cYWvk2CtGtsMIf70ruO0zj1DYBJtoVoHWtqyEDFN6w5ua7/kxzH0uhxfNOWkFaTDIxR+zq7rbzl4LiinKpl3codZKW9yX3Ge+0e/da0/bTB37T9M8MfC/yjwfqZCzpP79HjBnXhHK3UWjt7PnqgpcvX3XAFhS5m/77ACjlvcdvH+mBVLyXuQ95L/JbybPCbxXPCvcmz9H42LBdvnTB7rW3uuJKv89SUQlQ6Xda+8QCWfotD7/ju3YMrj7Gj6pPsmhW/8OZOo6tf/D++/b3b7xrr7/5bmoqKGgl9RUqKw9/FRy1o4BBgYXPK4Gr3/69v3CH7IJVAlb5qwgGaCUQRVoBrxhasdog0CoOgCv5wdLqgfi1AlrF4EpO2AWugFdyxP7Kr+ag1VcPcL6OwgpQpRg/VvJnFYMrTNsAVKiqFMs0kBilkMwDZRqoOAuuptejFQQT00AprYA5/Qm4AuLItxUQx0FUtEogMEomf0Cr+DyQJ1ZjobCKzQIdXiXQylVWbQFYAasIOGDHLBCFFaaBqKRQR6GcwvRPwErQihUEgVU/dnLMfuzUmJv2YULIsX/xpSFXZKGa+qc/0+t+r37y7ISDNsrm/E9dmHKgRh9QmtE3VjDEnBB4dqF63QHgG2/+Q/dxxeRRCo+DJ82Hvj/iiT2TxgImPllzpBSI5BX8BPXHdeXljXaOnDAnapQj2/kE7UmqTZUn7B9af/6E/EOPw5H15MbjyDoOGdM076F9+gB1ZeFOmjUa6w9VV5Q/LfODXYs4W972vvE5oK5s3/YBlCfJd1CaI2ANtzTtjMFztv4nfDbz+l5whzbqnVEwQXIw/17fl/LQ63x43uz7JK/sA/qZl+Zj2HHH5Dgn305W2UtMA/nodXOJna3U/IB9PuB3t3b8o777fpdVVtyyibHx8B9pTDbmFxwqMMlhMsEHOoEJDh/9TBYAU/qvOpMVjgNlgBF8uDMZ4eOegMKJiRKTC008SAOM4QNf/6nnGOUyIQE4sE/Z1MtEBVMZ4AiQS/+lp2z+qw3AQv1A3/DJhJKsrPSmTY6N+8RFvpqoi4kKwIWJHu1hAsOEiUkMdRFQIJEWE0QfL8Y3UVzJVxj+jDo62lNTHybwTMzD5HzYgVZVTfDDwopkgCsC27SfySuTvvKyMp+Q0pa11TVvFzALWENMOzU5pm38h5/+cm0YH84xtkzGuA6UDcRj0kbA2Xrwh0Xflqy1rdUneYw1+TXObDMJQ90ELGLiiO8gxhNFHmPPBI1rQTuoB0jFhBE1CNeCtjDhJpCGmD4CrqiPY9RHzPhSFxNpTdKZ6AK3gC+MD+VRLooG7hXMLFFU0A8AC061MUEisB1gy5oDgrNnzlhjY4ODEQAEcIQVw6amZ90B8+zcgt3ruG+nz5x1IEp9jAHXITZHZGVE1FSCU6huXG2UAA9UM6iagJdTk1M+bqza6Cowwa9kVUH6ghPpqqpqb9fyyrpDqvGJabt0+arDnOmZOQcn9J0JNc8Vfo8om7FjrLgnMFkDlLZ33HMFFe3jOgjkMMaYqKFWErhyc7SVZRsaGXaVD3XiJLuyqsaBDSBlcWHOVlYCuMJMcBU/Z6urPmG/yPXinp6fSxVXwCRWaQPOME7US6CdwODnTz5v7Z0dDnKof3Jq2lVv5zEVvNtmA4PDvpoc+7RlfDIAKsZ4eGzUwU/xjespuFpYXvR7v6S42N8VjJHuO/recKfBqmuqvU2omX7hi1+wyqpKHzP6gVkv7fP7G8URbV1ddvUd4Ao1HlAToMj1QRV38tQZdxaOAgwQBfQDjKmf9BWoVHyjxMdhZGzUFV/4dQLacW/gBwyFFGAJyOFqr+Vlwyk9Cjjg3Okzp+3qlat+/9In7keeCd6f3Ae8+/TMch6wzfuSfut5wp8YK0tyXSqqq+zsuXP+jgPKKwD4BM9WVlYdXOGDCXNk+ecD/LDtCqzE71vOVJDfhG03L+ZdxLuZ+hlfTI7D+3/H67t69Zq/69fXV1zVhOKqpaXV1XJAIN4jpOeepp/87jCemFVvrqO4euDjDahFEaXx4HeIPvAbg1N93kPt91r9uQt9yClwHVoBrljxb2nJautq/TrwW8BvDfUH0/dde/jwJZucnLaLFy+7GbG/T7e2UjUb70hUahznegAVeVezgiZt4b1MP/BRx/2B6XF3V4edPXPK7rY0+T898L8lABUDKSmlBasEsKS0UlqOH4Orj+Fj6tMuEt9UqK/++m9fT31aySwQcIXiCnVVGiKIBczCWTvQ6lv/z5+n4ApYBYjKh1H5Pq7wgUUe1FaCXFJlCVgBqxQEreTXCp9W8mtVCFyhtMpCKymsZBYolZUglZRVrrJCafXKtwyzwNiXFWqrGFrFsErACp9WqK3waSVYRax9wBVmgnLCTozaCqUVwCpdQTBSWsm3VdYZO4AKICVgBeBJHbAnTtgLAisprXpfcZ9WWjmwpvMr7ssKhZWcpWvVQKASwOjnr845XAomgUFhFZsFAp4AWCingFXAK0ErIBZ+rVBfkQZ4herqR36iy8s9X7XuoAtfWacrVlzRhRni86VLxiqFqLxQY2GeCBh8/Y1/2IorwETO39DBk+ZD3yPRxP4g9U7WfCcFInkFP0H9UV15WfN2DlNyhIRP1s4naE9Ub66Ph9Sfmax/6HHweg+pJ69dhSBD3LeDIAFplPdp1RXXGzUyD/p8mLoOKveQsjLXIm5N3naBe67gdQOYpH66CpvqHZ3voH4cDa5oc+4e3F//k93zeT0vuHMoNMrkoL+x0jI+fdg585VND/Jxtb9vcbmHg+O8lE91h/8i7+0kSqrdsHKgPor5ENbHMMfYxk8Tvo9YFa6z454rk8ZGx8J/pje33M8RE04mWEwS+BhnMs+HOhNvPsqBJxz3D/7NTSP/9ZLrrlJC7cMEgf8+A7z4jzgTaj74mWARmLAAZZiMAY4ohzqAG6QFiHCMOpmokR64BPghneplsshEhwkcwA1gg0+sivJyq6muCZBofSN1JEx60jLZYMLLRAvYg2pBCqSx8XF3pruyuhL+q574Sdnd2fX/2DOGTDzwA3P/fodDAUySMM1RAG4wwccpMW2nD0xymJDhY2gJP0Bzc4ZJYFFxsUMIHBqjzqJe/AddvXbNRsdG3dExJouMBe1lskagLGImSlwvJrAAJ9K5j69N/GahOthwEMNqfACfjnvtdv7cOR9rymM8aR/locoAgAGOAGwK+BRra211FRPQzyfV6+vBPOrMGQcFWcCmST3qKSaVqE04Rp2EAHGu+PUgL22gXLa5NtwX3Dtcl+eeey4FV65gGB91s6CmpgY318Rkk2vh8Gpt3e53ddvZc+ftzp0ArlDQACIAV8Aq1DW1vpLYTXvh5ClfzY3rwdjTDibr1BNA2KrDB8AM6hiuLZNfriHpJyYnrLikyEpKin3iL1NDz5uAK5QtACDuBa4T4Gp6BkVZAEPjE5NuPoiPn+lpnKivuhIIkMT9QR5AFdAF0DI8MuI+tjD3K6sod8UTgAoQSB2MI2MNQLlw6WKqWMKHEu3GFI8VAds7OtzP14WLl6zkxg2Ht/hKww9ULoR7BDABQOSexS8U5nhe1tKiq82kuOL6cS/RBgdXLzwfFFde95LNLyz6+KNiwmwTFRzACsfoqJsAjJg5oqwaHRszYBm+xGZmZwNkStRVvIcEbbifuGdRuXBv8/yg/sKx95efe9afRfpMmwir3IesEghkY0xXV9zvFiaBgCtXXC0t29LyiptTPvv8827+C2QChgGvaBtl+TO9suIgC3Ppy1euuPqK+kiDHysCPpp47zhgaW/3ZwA4BwzD3JIYH15Xrl61m2Vl/n7gfcDzzbuP/uKLDqCDEglQD6RiDHi38pwAYhYc7q7Z/MK8VVZXuj8u3nHc13r29KxxjwRwVWfFxUW+UAH+2QC3gsIA+n2KK94rif++rq77hgmdQ+I5YHowtwV6NjTcsWvXrrr5MWUGgL7h7/6LFy8Y/p+oDyUriySQlsVC8I+HGo73Hv/guHT5srHCI2Xi/6+srNTfVai8gHH8VmEqyCq5E+OjvgIobd7BlyH/RMGf4TZ+IHf93YhfvosXLljRtWvuu4/3Jf+kQHHFM9nW1m5nzwbIOD4+5m0E6t2qKLeS4iJraWm29rZWu3Pntt1ghcQrOL9vssnJCfdF13DntpXeuO7mhS3NTXanvtaulxR5YOVDFm+QmkpwCrWVtrPg6sWHnMOcENNBVNTHiqun+hH1WSkM9RTKq4PAlZRWKbgCYgGvEpiF6gpfVw6uklUEpboKZoE580CAFHAKlVWcXpBLvq0Eq3DGroCJoKAVSqsYWmXBVezXSiorzAPjlQJj88CHyWqBMbhCaUVAZUVgtcDYRPAglVUWWuHPKoZXQCuZCOLPCifsCvhwyoIrmQfGSit8VmH+J9M/wBQBYMUxzjm84lhyTj6sUqUV4Kr3FfcllXXALrNAwBXqJpRWwKJT5SuGMgpgRQBWAamIFYBRHMMUkPh/fX7UQZVUV0ArQJbAFUotVFg/d3nGoRj9EJzDIfy129sOrIBXwCqctNMOylje+037/g/e/6w8Sh+uHQUm3V5Q4lA53xdTgUnzQfnj1sRpCqkdOP9Mvt+ZghP4PHgRVxBtx3VFh7ObPkkvjh22kyIxb8J38xO1s8B4UIybP2ZrBP7kHHYXrL/ACm5PNA609YDZf8F64n46zBB8ituc37dC5TweRsGTy1soTd6YPlFd+fXmWpR//IPXlZ8/V25iCpu9F+Jrccj4ejkF7jlvX8YZHNfymSPA1dH5Du5H3r3yBPfgPh9XT3TPHwGF/Brn7vN4nAtv81zk7iGl0fXV/v74IJiaS1loLC1x2J53aQpcv1wpT28rhlPaRhXEtkwStE0MwBJ46enutNLSG/7fcsAJ0IPJDBOHlxsYAAAgAElEQVROAA+wRYCKc8AGlC+AK4CH1FiTYxNWduOm+5TCLwkTBJkYogYCRrn/q2QJd6AV5QM1mGgDophMoeYBZgFgBLOImaAwKXPF0vJy2ibAGpMWJm1s0x4msIAoAAsTNY7hx4r2Mqmmb0wgUT1wnnwAEvLcLL9pFVW3XMXi/qkSR7vbO9veHxysS3G1sbZiXfc7fRU0lCZAq42tTXeKzKQbx9CoKIZHhlPoRD9QYDBB5TxKGNKMTU54XspAKYHZIdAL86715LrQfk08aTuQD7UD4A7YBLTQdcEHjVYSZAKHqaA7L19dts57bXbp4nkfa8pj3CkbqMcYM/6AIwAb54EzTM4BT4ALxpsJO2OKXx6UPqyIRp9jMMU26UiP0kTgSmm47pjecO2YnFMXII5rQTuYqKPy4rqcPHnSysuD4gr4NjDQ546YAVaEuroa6+lBCbZka+sbrh46fea8rxCHKRogAhM8IMnlK9esqrrWHXBXV9fZyVOn3bQTiLC6vubwMFZLsY3JF2AGk7jZOVb4W3Z/VvSF++3atStWWnrdV0skPRPT/BDgD9cf0HDrVoX3mfyMP5Njrh995Tp4+SvLqYkigIp7gfYBOYBVACnUVgAPABU+r1B+8IySn/GUQuh66Q1XSVEfEBJ1IekoC1VWG/fElUsO8HhGwn0R7jfdHyjhaCMQhfvP25j4nMKX08nTpxwWCVoRo8Dk2nFfpoBnasauFV13aAWo6u0bcGAFVJTZoOAXY0ufuCe5R7z9S0v+XuIeiU0FeTewyl5TY5PNzc/b8lrwS/alZ79stA/giFkgsAq1FQH44/f3SlBcAdMwH3XQmfSNa/584tOKewR/VM+fOmmtbW1+v4axWvMFKlAW8k5DOckzxLPJwhWMFbAJGItpLc8u49rd0+PPOsosri3vHFZpxMyYunj2uR94f3JvMAZa2ZMYJSTvY87zbGJG7GpBfL7xrHfes/Pnz/n7juuH0op2cf0BPjz3LPJQdvO6Q5XhoQFXBM3NTNmd23V2u77WFXj8XsTvEwdZyeqrmBfW1lZZcdFVq6uttta7zV4vx0pKiqy7m98KQSvMgcesrOyGXbxwztpaW7z8tdUlVyNhTldSfM26uzodXNFGFLUounjGR0fxT4gD+xYHRhUVYWVLVFNVVZVWXlZqD3q6/F3He5p2+sqs28RhsQrMvuemZ62upta673e5qguzefkDBPLxm8XvBGF4qD9dVRGTP/rHuLCC4cgwC2OMWFNzo/dlenrSf1unJsd9v6212Xq679vszJSNDA8a0Gp6asJ/QwSp9E8mYoAVx7WNc/agtuJ3O4SXXsTsf+dYcfX0PqE+/ZKAVazI9u1XX7e/efUNB1cyDcwqrv7sL79jCgArbRNLdfWf/t+c4gpwRZA/KwEswBTpBK0ErBQDtWRGCLwCWqG0yqqtZCIoeCXH7Pi3ErSSbyvAVSGllcAVcerPihUDX/mWAyuglZRWQCuF7IqBUlxhGiifViiBBKvkiF2xg6vENFA+rbSC4Mjir7kT8sPMA4FWcsoeAytglYBWDLUAV/JnBbSSSSAKK4KgVVXHy26Kp1UDrzfupg7YUTmhgAJK4ccK9dRPX5xOYRWASuHEl4ddaUXMMQDVj58ed+D1E2cm3DE7UAtTQKAUgI3xYqwZe64F10TQEBDI+GAiSJtQfwHW6NNv/NZ/sTff+t6n/zB9lBagKnnmhAMIIEQaiocLLB1fYNL8JKqUzMQwAA85RQ+rfPkk8wQ+rx57b/Im4Wn/CtSfnks2MnVlT8f73o5n5KSdvufqJ93R7TygPUA/lGonoj4WnJwH8MNkpjhJv3/htf2T+n1+oLgGBcwa1dej+vmkYx3GI3ePsEpcNu9Hr+uAMS0ALT9YXQeVG0ZJfSt4LY4Y3+BLLNy3GnO/Rr6CXXIPsLrdo2wb2Of+L/YV8sJad4+Tle8OypctI1dj3rV4ontwf/1hHKL7FqA3nHk2Dh0PysQxeu4+Sd8pybHiPGrEgxbglY+DjwUrAWbHM9fPsHU0uCJdoeu6r+gneYdlq/8Q+3ygA6iItS1fGXwAc0wfxwJbPvHYXLe+3h4rLy/ziQyACEjFRIwPdyZdTHIAP5wjMJEEQPEffiZepEddhakhDrwx0cO8w4HW9panYULJZJdJFZMwBSZRTFApByjGJIqJHcDCV91KTBSpl4kysAngRfsE04BOtJNzbKuNTOZIy2RZbaceJpBMppn0Ak6ol/KYEDKxAybhiwaYhPkOyhrq8sDqiL5645ZPTlAidHffd/iEXysmmQqu4Gi44xNQlmqnb0xWqZcVrfCLBMBiEgygAh6QF3CFLyDAlQOtiXFfhYt2MqbEGiOuA2ML7AMCAkQABKTBPIWJpiacWs4eeMXkCXBFWsZEE2+uC5NjJokAFo4rMG6AJwCUzEFR//T297kpGpN7FDiUR18Vkx9wxWRd4EploryjzTL54Th9YwLO9eN60CZijjGBRYmBGdvCwlxqIjg7O+3b+GVyaLS+6fABP0o43EbBg9rqbmu7Oz/nGOaCQBLUNYCr2413fNy5bmvrAfI5AFhnDJYd0GEeBgACEqFcYkzoJ5D13Lmz7vjewRkrG66zAmZSTgIRMKFiUgyIkcmrwBX3N1CI+1iABpAB0KBOACc+nlAH4T8J1Q/mZ4ApAAf3D2qjy5cu+3gBnCk7Vlzhl4pjPHfcL9w7rpxaWvQygWOsRke/1C6uCdsErgXXCliECgbTRY5xDwDRAHs8B0AjnmsgJGaip06d8vSk5XkcHh61Cxcvu8IKSISpIACL7b7+AZvAVDDxAcW1594BzHC/kJ8goMV9gRKMMeP54v50GD464n1C9fjs88/5M4YCi747sFpecQAEuOI+Brri7+vZ515wX1sBpvW7ioYyG5safZy5P4DU9BdlFeNA/TyDtJEAbOEZpL1cE8As/UBFqueL9vs7oTOAb947mH2i6OP5oy+MPeNAHT4GRUWuetRCGjJ/5l0NMOPeYWU83beYy83MTPl7kOeMdzBt4dkipp1cE1a6K71R4tAHR+Jzs9MGeAECVVfdcpDF+0OB3w7ubfbZ5l4nPWZwtTVVVlVJ+bessfGOjYyg9MKsLqdiBDqjjgTosMAFC12wOis+A/k9AjxNToz56qC0j/ENYcCfe0wYef4HB/v9ncK7ivuTFVppx8ryoreL3z3efw6stjfD76Ob1LOi7oYtLy4ZwEpmhAAtFLu+ci7vsQ1MhtfSsvT7St+pg37ze7q9HcaA8VAa/b6Slm3SqS36bY4hFb/PAlYx0NKxoLhCdbVjL790rLj6EJ9Jn+0sKK1wzo7SSj6tBKyI3UQwMQsEUKGsioGVjgGypLrC/A8n61JOCUShtOIYwCqGVhwjkI4A4CKtVFbEKK1icCVoBaxK/Vv9xu+bnLILWMV+rQBXsXmgoJVWEExNBRPzwFht5aaBifP19ZdzjtcBVXEAsABgFA4CV5gISmnlTtiX/50BrGQeCLQiaAXBWGmV+rVK1FVAHwErAS32CZwT2MKMMFVaRSormQcKWskRO0orVg0ELGEaKJUV4OpnLk7bybJlV2D9wrU5h1QAKgErQBUBM0Edw9+VzANRVgHLGCfGX1CRbSnfGH8gFrAwNr8kD4orVjsEZnHd3nn3vc/2g/YZbp07Rf8MtC84Zz+4IR+lnUeVTa1Pkubg1nkJNjwcsMdh6T56PftLz4Ml0emPo66o+LzNp1lX4bIeP9H45jUq3QnO/9PdAhte577jR+fbl+WAA4X7lEtcqP5Cx6IcH2E8cqXs33p6fc6WfdQYZNN/HPv6WObDmG19GBMT+GjmI1n7pPG025s+UbhZWuqgSBCKSUBHR6fdulXpk68AfoKfK2APYIlJL8eBVgScuuMrC3DFZIBzlMfkDBMZqajY5xwTO84LiikGWAly4c/Ew9aWTzgBF8Ao2kdeymGixiQciAO4Yql1Jqd19fU+QWMlN+CCAhPBurr6FBBQL9CAepmwAwGAATX1da5qweHy3t6e95Gl06W4YkyZqPT0dDlUYHU5wBOKK2KAw83ycjehYqI9MzPrk1ZUQwAI1CAoq2pv13t+6lzb3HDVBeCqBdhXesP932yk4JDl3IM5HxNiroWDhdVVVykxOQUOClwxYeJaa8LJNWcihZrh8uWLPiEOkIlVyoLTbxRcgBVUT4xHOB/8bgEhgBYO/DC/RHE1OGDnL1206tpah3xK7+AqUe+hhgDKMHGnvQTSxeAK0EF9KByYhDMZl+oGmAX8KC29aRMT46kvK4ASsApYpMk6k+S1jU273wWQOuPmX/iyAl41t7QafpSIcQo+MTlt9bcb7bkXTropGddgzlVXOIVe8TIpj9UKuWbAuUtXL7v5GeCB+w0QhXkf5kKTU6w2hoIt5GWsmdxSFm3lPgD4AiGAB0y46SPjEfsKo7/cp/gpGhgatEtXrrgPLfxEobqiLbeqKl3px+qVQFCAR8n1Eh9nV/n09zuUAL6eOXfOLl+76ul4NrgXgYlAVJR/ABN8VAGu+vr7/TrQVq6H318JuKKtOL3n+ecfMdQDgAO+ohLCuTjtAuIAtegHzz395dkFxszNztrU9IwVFV+3L335OXdGX1Ryw65eK7aLl6+6Gg6wODkx4WZ2PNvAKcxmuY/m5oK5LffJ5ctXEiVOnavHpHAC/KBIoy0oAYFX+CCrqKr0MlFDAa88rK654mpxZdlNR7/wxWe9HTfLb1nZzXIrLyu3rs77viIh7x1WKkQV1dZxz64n48A4MiYoPGmDxgx4yH0MUOJ6A/0ARkAYyuIZwfyTa0hbaV9FeYWrgIAqgCn+IcBKpPSdsu533rf52TkHL/4Pgo0tr7O9/Z4/T9S9gfJzk/csAHnF5uZm/f0GAAM6c13kn4vx5F4GFM1MT7oaCJAEmMHkbn5uxt8f3Mu8R3iHeODdwjYqpk18SW04gFqYn3XwhZ80YNXODu/wxE9W0iaOA594P1EuQe8qYgXeEbzP9TuAaeI277C0HMoN/1Dx3xRWlU1WQNRvIjHvakL43dv2BTzkFzKorILfR1+Ag39O7GzY7u6W7e3xvk/6u72Z/nOIsvS76vVsbdpD6tjZtoeY6u/mVvVVvXEe/ROJ3+SgpspBK8oVxBLAIs1XXsZJO+k4v31sKvhxfEh9mmUy4cdJO8orwBUASyH1bZWAK8CUQgysBLL+5C9eS31dyUxQIArlFEAKpZU7cE/MCbPASg7Z9ymt/v0fGM7YY4fsUlj962glQSmtAFaorAisIEiMI3bBKimsUPYIXAFMZCYopZUcsRfyZ5UFVjIPBKzIj1UhcBWrrVxllThiF6jqn/26O2InxhE7qwfKbE4qKkwBZQ4IyOJ8rLSK1Vjye5VdNVAmgvXdXzOgFcAqVlpp5cCTN5cdQrFiICZ/z15fdJCFHyoCPqg4LrVVFmBxDojFceAVdQD/gIz4H+PaCChyDbQtkMjYM9ZuWrnxDb9GjDHjwpih0jr+Ox6BT30EHj/COvFT+AuKnX0Klk+hJR9rlZ/a+H6svfrwhR+Px4cau0If6Xwo66NZH8r6KH6ICov/FG/hXLvbTQWZODNRYAJA/OBBj0+2mOQsLy/5ZIiJGBMo/JAArpgkkR6IxGpqmF40NTS6+crKclBp4CNpdGTEJ2xMQpmsMykXlGDyzyRZ9QJecLrM8uT8txuTN8L01JT7rWr2VeIW3PcJE5nlpSWrr69z1RgTMNq6tLRo+F1BSYYvEkxh8NfDub6+XocMHR33vE/0Fd8pQBkm9ZjHoRxC8VRWXuaKFGBVAFaAwKBgY+yYyLFKH8ooVmmT0258y7iz5ZJi68ZsZWPdy8Y8DP8tTFZZ8Qu/N+UV5VaEOc2DbvdJg9kS5kwNTQ0OJgaHB31izSpo+HvB/1BtTU1i3jng+8AcJsT4WWHcvL8rS+l/+DURFLga6O91Py23MdMcHrax0VEbHh5yEIP5GJNwJuNciwA6ZhxG4Mfm9u16W8KpvfvEWrT2e23uUJqxGhkZ9hXdGGdXLayu+nWrqa52fzLNTc0+yQaIkOYevrbOn3e4wf3HvcD9BnigDUAe7jOgBzCN46hp+vu5V4MfHoAQk2wHVgkgwv9TdXWNnT173kpLy+zevU6bmkK5MWRlZRVWcv2G1dbftsqqavfvhD8hoA/wB3i1vgHoDLCJ8tlGaUO5NbU1rqID2AB/UNBwTYeGgBE4lA7t8vZRBlBN7RoadtBTeuOGVVVWOjhcXFh0mAOUqAC23KqwluZwz3IftXe0WwUKluoqa2hssLHxMVd79Q/0+7FSfLNVV1vn/U53Yl1XV+t+hUZRHA0PW/PdZs/H/dTa3uoqG8YeUzF8EtVjDnan3mOcX/Ns8jwCVoKPK0Bj8iyvLPt5niF8F/HcEfcP9tvg0KA1NTdZy90W6+/vc2gGDOY5BIKi7gPycf8ODLCC4gUrK6+w1rZ2a2u/Z+3tne6wu7wcRdcl633Q623t7+t36IKqjXuUtlAGfWN/aHDQ7+H5uTk3ARwbG7XOzg6/twYGBxwO85z19feFsVta9HQbKGowkyWsr9vS6oqP47PPPW/t9zpseGTURkdGbdYVWvjD4j5b9vsAdRY+uLgW/X29NjDQ70CV+zqs0gfwC+OHQhC/R7QLQL7gztVDvTxDPO/4wpqaZtGAKfdPtcbY49R7fcNop4+/q+AAyWvum5Dj+G7ineD+0xyErbr/K8CQAyEHPCggQ1CbeNdu+T8Pgqk3/p8Et3lXCFLF7w22U2i1vWl7HrZsd3PDw7arr4ICS4ALyKQyfBtzQ8pJTfhy4Eplk15tcXNnV92GFQzJSwBcAZTCPnHSn/WcCiz+TYy3tTqsYl+FdhuotePKK+/n7qbt7m3Z7i7/mAlqKZUR/6ayTbt3tzbsxZ1te2l3x4N+b/UbTKx/GrGdBVMAKkEsYgEr0rH/1a+85OAK1ZXCsY+rD/Wp9NnN9MMfmr39znv26mtv2KvfeXMftEoVV3/1XQNMEQSvFAti/dGf/Z0Rfv8Pv+0mgpj+Aa5QTLGNygq/Vr/1f/+phxhakU7mgVJaZc0D8W0l/1aYBwKupLASsEodsX89rByITyuC1FZAKpmhAUkIMbgSLAFcyadVDK0AKKh/gFQKsWkgQAVYhUkggEoxCisFAIwcsgOutHIg6qqeqX/jsApgxTZwBjAlKOU+q4Z/xUGVzkldpdh9XiVKK6AVqwbGKwfKPDBWWgGT5NNKTthZORBIhUkfKwaisjpfteaB1QRRYbGPigpVlSusFCdKK0CVVFc/+vMDbtqHWo7ANfPrFV0rgUWuC0AqNsnUODOuHOf6MEbbXzsGV5/dN8xxy57eCDy2R1kbRgrHLPMA31pPr+7jko5H4B/GCOgD2T+uAVKYDPJRTZworvTxzMcw4IrJzfj4qOHc+ubNUjeJYTKIooeJwOTkuN1hQltf6yvndXUxsWzy/erqSldbCGyg8FleXLaOtntWU1Xtfq4673VYe2ubjY+M+sp0D3p6fNIOeOC//kAJJuvEmIMAhqYmxqyxgVX2Sj0eHRmyzQ0mecvWfb/DbpZed9OVvt5uBwJAAtJgzkIefI+Mjw57enyKtN1t9nONDfVuHoc/FdK2NDWkfluAEpiuBNOW2z7ppX2Vt265QoRx0qSFOP5POxOsocF+V0xhtgX4aG5pcVUYAKKrq8NWVhdtYxMTxUVrb7/rfpBu366ztjZ8qDS6f6bKStQYFQ7B5uZmrLvnvt0sL7WS0mJrbG6we53tNj057pNAIMhA/wPvB/5kMM+pqa50sxx8wFRUlLl/GWAO7WViRTs1gWTMMAXCf03ZzRteDuY9jB11Y4Lz4EG3jwfACKBHQDXS1NhgC/MzDmcon2tSVVluN64Xu3nQ7foaH2fOUSeqi857nVZTWWXVlVUGKMO8h9XFuPe4tyorb7liDoUf5l4oQLgnUKigogMOAbO41wCfqFrwc8N1IQCWXB21xupdwYSn+36X3Wtts472e8Z9+KC7xxbm5t00aKCv368P1wq10djkuA2NDPky9QAxrpNUU4JW3COoYwATgDyATHt7q19D/GrNzk4FQLW67G1gjBW4d9lexan05JQraKYnJm1qYtJViqtLK7a0sGjTmN1NT7ovHFQr5GMcMfVSwO8QIIxzmFbhpBrVGiZfwKZFHPXPAD9mPe/S4rxfA5xsLy7OuVJN5pTEXO+JiVG/t8hDmctLmBgGBRvjG/oOMAlKMq97cd7rQI2zvDjv7WGFR+4dYoeJmH8lajhAmdRbgDEAHepA2s4+13xxASi2ZI2NzXbu3Hnr7+1zRZTM4VaXQ7/p/+rKotfJdac9ihkvAv0gpu30haB0ui5bm8Cd/5+9936yLLnuO/+a1a52Y7XSrhS7sT9skEFKlOiWIsyYdlVdVV3ed1dXl/feV5f3773yVd0DEJBWWhEMOJEQAJIBDLzRkCA5mBlgMN4Pzsbn5P3eynpTg9hhgJppzKuIjLwmb97MvObd86nvORnikOEq6DPw1dfa5cuP2t27KBmJhbVl2Sz1s4wyDvVdmOUUME/97CPWHfWqHfG5OLfuI8FWyqkdOkbbuIc5nsSy6tUy6yyT6APJ6/I6Q3/CvlxSJqideAfpmVEdARAlkCtRPTm4SVRVemfE7w+WBZn0fgk575isHR4AnlBinbnpqU7Vh0qLY1gnVz3aH9qVc3WVYJXAFznb0vUIqOl41UnO757Wffng0E4Oj111Bbw69t/HRIEsJTLKqbzfzbgO/d7GZfK3CV4JWKms//4mqqq4DLCKeFaCVgJYAlqUZZ+OYbkwq+Cvxvdb2ou3f/5z++nPXrZnn3s5dRnETdCDr0ezB/7/AVc//Ouf2Hf/69P2+HefTN0FcRuMoRVqrNg9ULGv5B4IsAJeyTVQAdnfAa4+/237D5/7lqdzswdGIARgpQQUEbgCjACpSAJYUlvFMa0cnDz2FVMQdqms3g1aAa7yYZWCsC/nvmgkXAQV14pA7BNr55VVACkllFRy+QNIAbDYF7sOnoNaSRB23AOJ/yRo5eBqPARhV0yrWGlV1XlsJOJHEYQdaEUgdIKtEzj9397YcHUVwApYBbQi5hUwC9fBc66BQKuPzLi6SttRaxFni2ss1RzwkesHfEQhJ0UcYFHQSpCQcSUBrVCzMcZcL8YTV8LCX2EEPgwjoNhHMwT9/ndnMbzeF6HXh2HAC338lRsBYmzoI50PeodWAlfJf3v1wcwHLx/rGJjEZ+ru7nR1AnAARURQPxGgfcsBAQZ6V1eHl6M88YRQGKCEQQWBCov/4KMOwF1wsH/Aerq6ra+n143PzfUNO9w7cGUUYAwAgcsKiWXFg8FlD3AFCCJAMKogXFUwRjBCiYUyNjrs2+/Oz6ZGIuCKsiRipABLMHwwzjDGqW+gv9cBT19vt69jkFKGMcOYw4DH5Q+Y1N3d5UCNmDQoyhgrGR0yTjhOQGhqatKVUbj5ECibxFgSbBvDFrcTDC2MVoIYE9uF8/T39zq8WV9fdQURyi3GVrFbRkaHbWJyzEEPsId+MRYYpbR/fm7GBgf6rL+vx6Ynx/04ggRTz8rqcmpcyphTe+k3RjKxYBhPpmknB3jIyEexRgDlsbFRV1oRmwr3wB2Ud4nhTBsIMoyLEdeDZcALY079tHN7c8PVd2srq+7ehIsT9x1jAUyhv6isuIdQ4KHy4f4jcV8ANqTIYz9uobRNAIBr525DiYHvwACQgYpmJ+OgipnjWAaAZLd3fBvnQzFDnCquMQo3xh3AoLrJuX6CN5SjfaSgGMO1EZiBuiaoshwg5DIpKNR9GODEju1mct6WuE3eLm9f4p6YBHWnLs5P3YIfbKOuUF9Q37hLpgftDyodglxzbVRO7VMb49z3JVCHsXPok/TJoUzk9ng2DgGqcA4l3TeMh2AV26gjbAsKLsaN64maD1dDVHaoJBcWFm1ubt76+vrd/Q+1HKCR60hC7QT443yCOum5AVQJ6FGeS9bVd42fxkTjKHCFa+6cxwgrtYcf/rj19fX4uw8ARp0ab5RNqLNQaTJDZJZ4aNH+uH6dQ20g557iuWCfktbjY1lmP/v0zLOsMtxXrJPiZW0j5zjdf4I/el58PYlZRTmBKMqTWNfx2sc7Ly7Lst6DlDk6xE2P83J8mLU2bA/vStVDnn8s67xbtY91T5S9IAlc+T9mkncxx1KH2kSuFL+3HVYxcQgzxe4fJjMNnncn5DiO0Xuf3878dfbpN5Xl/BQDJpZj6ERdWuc4lvNBlfaTa5l6VI7lArj6FfuUI7D1G2++5dBK8a1SpVXezIFSXD3xN88aSTBLaqvvPfGMgytUV8Crr33rb9010GNaPf4jV1qhvpLaKt81UPGs3C3wS8E1UCorVDrADgVjB3hIaeWxrBKXQBRWQBAlXM/kfgYUEbByUJUEYieWErAEFU/sHqh4VoqxJNUPuZKgCrmgCoAFhVWsrgJY5UMrYlrJHRAgBaiKoVUcz4rtlBW0oqxcBF1llUArgJXcA9NA7Am0IjYUCWjVlLgHEstK8ayIaQW4Im4VCimgFAALl0Bm8yOxDLRCjeXxq5JA7IJUQCuWUVvhJsjMg7gdAq249riBAiW5rlxLoKMUcUBErguKN6AhgBAFm0O/3S+mqjXAFWUYc65N4a8wAh+eEfiefS8BVxcJsD4841DoaWEE3vsIAKr4GE4/3vmAZxv/NU4+qvnQpQw5H/wYMRh0GJbBJS+4CIa4U+G/2hhalJGKQlAMAw6VFbCJ+FbEgNrf3UsTxjiJoLcYCCdHx8YMg3v7YeZAn9nLp0zH5SMcz34ZLDKeZECwnb6pf/SDfdqm/XHOMmWoC4MPo5ycY7RPYwb8wMgOoABYgTtKiN91fHx0zijRuakDAxG1VumNMmvv6nQ3IoxgDFt3X8EAOwzKAcbOjf8k2DdjK4PyLGZLADG0cTOwtvEAACAASURBVD+ZFVB91vnoj5ZlNLONOmSYci6NTZzrOBnFMp5VJ8d7G5OxAIoQ+0pwhIDvKODot4xo5bRFhrPq3SPIeTbAGuARy9QvKBTgCMHQiQkVEtPdcz4HA0lsMmBRWA/BkjmelPY3CRDNeWkPEJXzkbgPg8tVzpeBRt4O2kLbEgAh0KJ61U6t0yal0J5wv4R7JnFXTCAG46D7jnEh7WYz3g7aI3DF+Wkb24J7WABOGj/OLfARxiqoD+mj1wvYyjJeUUqUQhqLtH2R8kfbMgkEU33AIMaBxHl1L2gMyCkraEQbfD2BazqOY3UOcgc+yb0EgARaE/sKeIWqD9UdM5veuFHmqk5AMs+rQJXOp3W1F7DENvqqcVab1C7aoj6pDMeglHJwlduxpeVFn5ShouKGzw5ZXY2bapehWKMepV3u593wDgNk5ngPRhCK5fgZCH3nGp0FJ4/bqvKqg/OwTK57yJ/t6HnTMWzXPp5rlsl555GHd8hZQHXeDwI+nidwiHL848PzeFtSh+qK37d6p+hclDnYz9jhASnM3Hfk7ndJQPQEBHEcx5B4jyqpvni/130BtHI3Q95v1BO5w3Os2qr6qB8w5Ll+H1FZJcl/lw7Ot4WycfuoS+1UXfyGapmcdSXWSfnASfvJqU/7lesYKaxiQKVzCGApL4Cr9/6t9IE+4sWXXjNUV5pNMF9pReB1BV8HVAlSkQtesYza6vtPPGPf+eHT9s3v/djBFfGsBK1QXkltpdhX+eDKVVZRPCupcwStPK7VF75jxLVCrZMqrSJoJQgSA6tYbSV3QGAVCQAi10BBK1Q8QCugiKAVECWGVPnLimsFVHFolQsugairpLAiELviWhGfaWz5j1MQJWAlMCUXQZRKqK5wi5P7oMoKbF0EruJA7MSzIhg6wIqg5s0Dj/kMfVJZudKqZd+hFeoqoBUugh+t3HJIFYBVcBMEXBXd3DVmCQRcKYYVoEqugVomrhWzDwKkpMKL3UK5jsQg45qhhnNglYw7YBAAGMM+lhlbxphrFcoXFFcf6BdMoXGFESiMQGEEPiAj4EAJkCODQG4Oef8J1gc45ZQwWhxunZwYkAaAJFjjRoaMgwSG+Tn4WD89dWB1cnLiyxgBJIwCLad5su0YgHXI7IecIwQ85/jjkxM7OTn2D3oZDfrQjw0J7eNDXn3xNkazKsrQ0HblsTHDNtY9j8YCQ+jgAMMvALkjD7L7zv+mq00Yi8S4IcZVR2eHbW5tOpwD/jFO1Hd4FGK6cAzXyY28JMCwwNXZtUjcYDAaE8Mx7idtDkZiUCTIcPU8gVfeL84bKQ7UX47VMRjGWlcugOaAwuEQgApjPcz4qGNlaAsSsF3LMrg9J0g0wCeJJSRwBRABKHCebBZlDjHOMra3z3pQNgEGBIqUAwRDvB5iq53BOrWLcwLLAghCqQPEArYRKyiAqwCLtBzA2i5BoBNoR70xqNH2cF7KEVMIiBXgmeCE4IZyjZFy2uj9pw+MaQKtAL6cP4wRMCWoaTju7DoESCewQT+BKACr3T3AXxjD4NYWYIrKxvCJtnqdSa512qZ2e57AGI1F3A6V0/X2XOAoBZ7hPGHswjXl2jFmXFcCtONuiWqTIOs9Pd2ueJyfnwmQ3NVcqJ1QU5HOlFY6P+PDudWOAKPOIJPvi9rDfodxfpxc9YBzGVfxLSwuuMoQF1bUjKgB43P5+RJgr+fBg6DngSvKhesTct0fPhbJPupVGcrrmHgby7qvtV85zyvPufazTnltf8d7IokL5e+bBGoTWJ2A6of7SYD1/T0Pts72o4Pwfsyvj3rjurUe3rG0CRUrQdv5J8rZPxYoF8qcbctf51zxe0p1690Y5/q90z9l+D2gPONBH+Pz6Tx6Z/P74+CK37lD3u1nEOqszBnM0m8N9ehd7OWiuFWUIQGUAE4s8/sVb9fvmYCUypILRCmnrPYLZMXlOD/rBXD1AfkA+2U1480337YXXnzVXQVjF0HFrlIsKyCVoBWQiqR18h/8VdgGvPr2D55ytRUxrQBWxLXKV1oR0yp2D5RroFwCY6UV4ErB2OO4VopppThWqKykrlK8pBhaSdETAysprZg50GcPvMA1EBfBGFwp6HqcA1OUUFrFwAVYFSfiWl0ErQSkyOUmCJRiHWgllZVy3AQV90rugflqK8W0QmkFtEJpVd97z4OxC1yhiGL2wN+9vurQCuD0f5etO6BSXKsQ0ypnxTf37A8rNl1V9X99fM7BFTmwSqorKa5wEeQcX//239nXv/N3fg9wL3zr+z821HmAzD/50++5Og4QBSRkDGOXyrmtz5qn7c8Z4I/4YAAtynLt/uiPH/cJBn5Zz0OhnsIIFEagMAKFEfjVHAF91BPbylVWee6BfEDro5xlqbGIdRWg1dlHtj7O4w91juFDWfv0YU3ONt9/cmqnxydn0Or47L/Q/tF+HEGtQ+o6SuEXsMyBWQLJVL8+8nVezkObPY/6pP20WftksMT9UDnKqN3kcZn4OJ2P9qhejRljvrS06HGaKivL7ebNJo8tRTwiN6wSeEQ5nU/n5xwYako6Pzll1QaVz29jbORhrKkeGXvx8SzH27WsY+LjARUY2AI3sbEdG8kcq3UZ06yTWNc+zxM1G3U5bIqAGWUx4lUHxjfnFtRiGcOf7Uo6B+scF59P2wQcyNUW7YvLx/tiOOP9jsZB7dDYxO3TPsEI6oyXdQ5yzs0+tZs2vdt2laOMrlX+cewjxWVZJmmf2qw+UQf7dN64Tu1Lj70AyuSX1zHkOrfGknMyVj5ekZoINRUJRZNUU+oDgElAipx6ccmjDoE29Yl11FTZpJ06v+rQeppTLrmuDpQy5wES5ThWfdRxjIf658fRl6Qeymi8lOuac4yOVa5tGn+O1/ni43XNKaf62K91PYPaR862/Odb9ZCrfuDUMdBqN+fpeD8EWyfQOstHwKwINvH+Ub3K9Y5ROb3jWNd7S2XJOb+O0f743aSy6oPK69xaVzmO9Xdx8pvBdq9f0D75R4v/8yD5JwLLaoPKqy3Kvd7ot0XvfbWDXL8B/lubQCv9RvA7qd8vHUuubcr5bcuPaaXfu7gOyrBd9VMX+0kFcPUr+D339E9f8pkFYxdBwBUKK7kFClwJWsXgimXAFdDKVVc/eMphhautvv6jd4VWchsTtJLCCpihFKutgFYXuQgKXMUqK8WzUp66CL6L0gqVlSutHvtKqrJC9aN4VgJXsbIKgJKfpLaSyioGVoCX2c3P2sTqZ96htAJOoaACSkltBbRiWSosQBXrJAVjfzdwpcDsCsKOysqhVc+pB2InIDsugkArYlqhtFJMK6AV7oCoq+KYVmwDXP2rK0uuyAJYKQlcxTlB3YF03B9fffxH9o3vPumupNwrqPJQ5AGvgIvAQaAV46aA9eS4U06t/4mPGzHBAIKMOdcG2PX5//IDn2DgV/CxLHSpMAKFESiMQGEEfokjAByJP9D5uNWHuD6e/YNb/wlOgJU+vH1fBLv4SFZ5Hc+2+AOa/ayfbTu2ewm8Ir93euIf1+FD/cjunZyk+x1wHaPwOg5qrZNTV2LFH+X6eNcHO+djWev5fWS/UrwPQ0Tbtax6yPP3cay2a5lcyQ2fowOHMAQJJ2g9cauI/zU+PuqxkjSuKSCM6vTjI8UX56duteMXLcf7KC/jS/1S3apL6+QqS44RKAORdZIbtYmKSUowylxkKKs+9ssYzi+n7alqB6M7cmlS3Sq3vxsMbzfiE/UTAIT9+xG40jkFAHx/5D6p9dCed6pW2K9zqy7KAiIEI+Kc5XygJ4BC+1QWyKJzK6deLQtOxKBC29QXrXNMnGgnScfG9VJOx4c+n4Ez2qYUAxeVi88R18My59L5VP+7lY/L+nKiFkuhlYBdBK8ARCTKM3Zxfr6+AMQ05ul4J6oxh2IRuKKtuhYse10JABNQ01gIjKnvlKVNag/r1BGnuA6254+J6iLXOL9bOZVV/VrXccpVl+5b3Ij1HFOGZZ55ldc+3TcqQz1sA0wJUgGqTg7OZgdkmRkDecapUzl1Ug/Hq35y9ucnHZe/XXXF7yfqULu8bVF97MsvG59Tyyrj502UrfpN5B3MP3S0fq5sci628W6lfeT6jfH6km1s53zkAld6v6vO+HdFv1/k8X7WlaiLZX5DlVOHluPtOkb7WS+Aq1/iR9T7VRWzCerv5z//uc8o+LPnX/GA7AArXAOluMoHV0AHqatiYIWCRokYV0AKwAQKm7OYVk9YvnsgwdeV8lVWQKv/9MXvpGorBWNPZ6T7k2/ap/44uJpdBK0UfN3dAyO3QFzMUOuQYqUVcZUIxA5EAYzIHZBlrV8UxwqFlWJaKa6VwBWwigR0QTkEhInBldRTAlIxlGJZKiwFYdd+ASvgFmorKa3IcRP0+FZjn/KYVnIPbOi759DK41p1HDu0KmnZ93hVxLP63353wv7l5UWHVkAqXAKVA6wAXA/X7qTxq3ATjMEV8a0ErlBd4UrIGOM+ivoOZR7B+7neuHkCIVHBAaJQUjFGcqGk38T0YrZFAtgDsBg/1FgALkAi1xwlX+Hv7zcCb7/9c3cTfvmVNxxcK8ad8md++pK99dbbFr8v/n5nKhxVGIHCCBRG4P0fARQ++jD3j+nE4NCHsT7E0w/r0+P041uQ5TT5YNeHscrygazj9UGtXOAqfGCfOph67N59z++d8IEePsJPTg4dXAGsgFr3T+55noKr01PDZTBur87PR7+Wz/IzkOSGRAJ+1E6Viw0GbVP5/Dwuq306RvVShvElAWEwogU1yFNDJjJuMHIuqodzaDvL1K1t8fm1XWW07m1JjCqW4yQDUfWwjtFFkjGrZeXuxsh+DFQAU6QI0zEygHUM6zKqtU9l2c74eD2JayRjpP3kHEOKlwVaKEvyMhEE0DHknIOU3x61Kc6BAzpGuYAB6zrvRbnaQs5+QRRBDHK2qT0X5RedPwYjHKMycfu0rFx98jbnKXryz0t9aqP6FZ9Hy/ntUD1+fAJvVJZtWlY5Ha91FFD50ErHqGwMh9jGukAW6yT10Y+JlVIApsTVVLmXSSCT2qF6qJvEGGg8yNUXtY08rof9mjGQ5fi6s0x9HEM7dX20rHW1ReW8zuReVFnt0zEXbecZictRRs9SuP/Pnm/WVQdl9HyQkxxc7ebsiJSorE4imHWUqKN4p3j55P2hurSN94reLWoLud4/ekdRXsvaRx7XRxmSjle9cfmzepJ+5P1Two+h3uT3UO80fhu1jTLxu5R2aV3nYluc4u0s6z0vgMV7nPIX5apbEIp1fj9JLHOMlrVdvwus56uy2Kb9BXD1/n97/b1bQCyrV159w4hrhYsgfy+9/JpvS2Nb5cW0UlwrQaoYXElhRa7A7OSKc0VwdoErgJWg1blZA5OYVoJWCr4OsBK0ilVWcg8kNpKUVrgIXuQaGMezAqCg0CEJVsk1UEHYNXsgUESgSvBKeay4AlYpKYA4AAZoJXAlYIV6SEqifHgFjJKaSoorcqmwtB+VFaCKFCuuAFexqyAxrTR7INAqdRHsObXKjjB7IEorgrF/vHrLYRNxrX7toXlj5kAgFdBKsweyzDYFbgdIyT0QUAXAUg6wIq4VIIz6CJyPmyDXkmvMmNMe6iSxDJwi0V+NA/1jDHCRxK3SwVWiuAJccT245gCxwt97GwFA1cuvvG64AfN882w/9ZMXHFzHrsFs/8b3nrTv/PApe+mV1wsA670Nc6F0YQQKI/ABGwHgAB/nKbxKPuj5MPYP5wjs8NGrbYIwfIDrI1ofxfqIFpyK11mOt/tHeay2Ak7dO7XH7gdFFvtPT47dlVDwCoAFrLp//77du3fPlVeqU21Qm8j1wa6c2CQqJ+ND696/xPjQtjhXvWyjPq3Hy+yTMaJy7GebDKHUGIqAlsYUICgDJz63ls/6cQawtC9uv9pGrkQbZExpP8ey7O2LFBMq6wZXYmjKYNQ2HYNhKNDkfbwAXsm4VE5dStqGgc02N54TCCb4o3OzT4a4yrJOciAADEiMddUvY53t73Z8vF2QgFx1qw5vT3I+ASmd96J1zqn95DEAYTmu3/sQgRGdn3OzTK5ltVHHK1eZeP0d45QHkXQeHeN1R6qrtA/qdwLLzpWP2q3tyi+sPymv/gB+zkGrZL/6mQ+GYrikfQ6ZojGN+8FYCyCRe0D4SBkVt5XjqNPBVdIuHevXMum/zsuxF/VR+x12JeNJPbqH6DvXhuO1TJ5fX1y3rqXK6VhyJZVRru3K2a595B4Y/eD8Nu1Xu3hGAVe4CuarrViX+6CXi8AU67wnGEtmECXXu4V92q9l3i1qH8tsV1vidbYBLJnVlFlkcR1VHTomXo/fVTq/zkPOO1fvZXK9jw8Pwz8bqEvvPd6XR4cBUrGN+vLrj9fTY5P3fQquojhV+e9wret9H69zTtoQfh/P/wb7b2r0O6vfRtVDXgBXH7APsffanFdfe8Oeff4Ve+Gl1+zFl193gPWz51+2F19+zQ1XB1hPPpcatSiuMGAFrqSqErQSsEJJA7BCbUWMKxLAghhXCshNTCu5B+arrHANlMJK0MrB1effOXsgwIoUAyu5BDJzoGJZSVklWCV3QLkExsAKlVV+LCvBKuXEtAKakFAJoa5yYJULuaBVrLLCNTB2eUM9RALUKM6VVFeAG7kFCmBJaSVYFYMrlgneLsVVWzR7oICVoFVdz6nHm5J7IEorXAGBTCitAE4EXH+0LmPsE7xCcYXSipzt//rasiupOA54BbQSuPq1h+fTGQWJk4X7Iaop2qd4WtRb3Xni68TVAl419t/34PEANyWUY/Sd8SAxZg4Btz/n4w5c5Jr/+eM/eq+PwIeyPKqpN998y5/zp3/6ose0A1oBonlmiUN2bjKFx4OLL/D5L78Z1HJPPfOiA68P5QAWOl0YgcIIPPAjkH5QJwYCH8MxxBDU8g/zCIAIdpCzj2P4ICaxrI9s8viD2ZdPgVIop07sE6f37P5pUFEBpj5x/zEHV/fuhbpCPcfnytw7DbAKaKUA7/o41/ni+B6+LXE3dOiVBIPnfCERHP7MlVD94TiNh5bzc/VVffRzRUoz7b/oOO3LP4fWZZzoWJVnPT/pmF+Ux/WonOphXUaZ+u/XPFIQ5N8rrJNi40/rytmnZepnWQmDWEax8rguN+6lnsoztCkfG+GqSznHqs449+2AgkQBFa8LalFeoIBlzhPnvpwEYo8hFHVdBKLok473epM+6di4fp03zuNl9Zn6lNhGGSWvL4J+gma0T/2O25l/vOp5x3GcIwFvgjdqD8cI0sTb2J6/ntafqLq8zsR9j3bFdaus6tZ6nGtfmieAijKAMALih+D8BHnP+myom8TIYvbBxBWQsnE7BanIaQ9lPSZWsq52ahzTc0fqubgMdXg/k/4RIN+D/+dC8P89n430LE4cx8bXV23TfcT6Rfvph+435ZRlu8qT6znb36M89zgqtbPZSv1Ynrnk+db5/NnlmWYfs5cmoJntXm/ifsg6dSin77hFNzU1OGjifaP9HKd3j9cfvVdYZ5/aG94h+3awt287W9vW39tn9bV1VltTbYsL82mdcT28xwj4Hia+OLCDff6BkPwTIXlO9A8F3gHeZ9qfHEPus+ASOJ7JN5IZb5X7LIgHvD8PfUZZJujgXByn9tNu2gEM41yCYv6PH35n0t+aMIsuimLSCemI3yFiSoY6eGfr94Zcy/oNjJVW7BPIYsxVvgCuHuBPNwxX/lBbYbw+98Kr7iIEuHruhVfsmWdfSt0FFd9KAdiltBKgIpfSCsPXoVUCrgi+DbjymeQe/5G7CqK2UkD2/JhWAKs4ltV7mT1QwddjcIXSStBK6qqLoBUBvklSWr0buEJlFSutYmgFrCIpoHjsFgi0QimkOE3AF9wEAVbxLIFSGcXgSioruQYCqQSx5CYItJJrIMBHswYCq4hpRQIK1SdxrcrbDl01BTxCTQWoQmkFZFICYP3O9VWPbQVYAloBl8gBXb/+yF1XV6GmAl6R5B4oFdZvPLpgzESIQusjFZse9J24Wb9TvOLnldqLIPG0VcHiaefNwcccYrVPfNqBF31mXBg3xpEYVwBDFHFce9xQC3+/eARefvUNe+HF1xxW/fRnLzuE5hkFSgGXUa396Z8/4YCZ55Zn3aHz4z9ylSTumCTcf3kfoNgs/BVGoDAChRF40EZABoOMg3yAof88H0Yf3XyA62OYD2GOIbFdy3xc60NaH89aZ1bBU2JZoa5K4VGASEAswRRy6lOMK2YadNCEQos6Tk8TxdWZqyDn0oc951NdfPwzIxTnpI60ruT8vj+CNJw3PX8EothGP9N6I0VX3Hf2x22J1+PjcbOMx1DlVJdynS8/j9vJvnhd10PHxOehnPazLAOLZVJ8X8RGINtl+MbbWZYByvI5QzeCW/ExMkZlwCpXXQItytkfn5tlzkPSMaozLpduS4CV6ttLlFAOFRKoo+PI4+R1JGUEfwQjyH1bAq5Uh85LzjbBER0nsKHt9OOiZY5lH3BE/VXbKK9j4lxt4hyCL1L67EZt0TlVD+dAEaO2KVebydnmbnaJW57qIM9vV9wmtV/n8pz6EhdKQST1UfWqPOvetuS82k6uY7z99OGcegugGNLW1pb19fXY6Oiwwygvl8Smiuugj0AMgNXs7LQxcYL3OYJ3Gk/Kcl61x/sZgc38seM4wBXwhZkh93JAoL1zUJE61R6NKeu6FzhXvF1lNRbxPrVLx7NP9+bebqhHx+vZ4L0v5aTOSRm/l/fD8XE9Ol9+znNJXYzhjRul1tHR5tdQz4TapN8ftSt+T8TnCfv3fNyYAXRpYdFuNjVbeVmpLS3eTfsV1+N1JxBqz8c5gCjapWeZvnK9WWc7CVhFeSAU+f4esyge+HXj2rHMbwrLvn5w6MdwnMAV51ZffJn1JMnVnlwKLCYaOTwME44cJrPonvKPFt7Xx6is9tPfHt7ncdJvsnLt0zp18FvAe78Arh60L7WkvbgGAaeIa4P64ifPvuSgChchjFmM0Weff9mefPp5V1vlB2PHmAVUCVwBqqS2ksJKiiuMYhLgCqMYozd2E0RtdZFrIMBKAdjJiWlFLCTczXANJJ4VSS6CmkEQlZWUVrHaSkorwStyqa0EqwSvYsWV3ARjWKUZBB1a5b7osErQCrdAgIpDq63PeiDxWGVF3CZBKxRIQCtgDAkwRZJrINukttI+AStXWM2cxbQC7rhC6QKllaAVSisUTiitUEyhnAJcAZGAVrj0EZuKBLQCPgGxAFJ/ULbuoInjgFCP1O34fgGrWHGlZfah2uIcFW1H1jX173wGQ2Jn/Yvfn/RtxMnCTZF+UYZ6mfUQVRbwCpjVOvpHDuXkMihwheoK90yBqy9/7a8f0CfyH77Zr73+prsCP/2TF/1Z59kGPgGlmDiBwPiAP5SQqCJ5ZoltJ1hNTlnKkIBbwC7eAYW4V//w169whsIIFEbglzsCfEzzIRvnfGgLavCf4fgDm49uPoD5KNZHMMdiKOgY9itRjg9nfTyTo5K6B3Q6vWePAbDy4NVpMs246vD/OB8lsw4eJv+FPjlJ4VUAYYCisyDwtI1zkVMP05cDrABjQKsj/kOeJNY5x+nJGazyY/KUZNSl+pSrz6xrTGQwxOsXleccbFeKy7OPdXKVi/frGO1jPd6v42gf++J1tqnd5DKs4m2UZ51rS1KZeJ1rrn0yWFXuovW4PMuUJadsXA/bfHuihpAKIt+AZT01uCNoojaonjiXYS4jVYarQE9cn5a9LRHI0jGqi5z6VKfaRa5lAQXqdJCQACAARQwWdM74WNUBEBEgYRvHaZuOi89Du4Akfo5E8ZO2PRkvyq8sL9rE+KgNDw24asXrBZzkwRfVRf5ukIl2qE3UQ1JbWdZ+7VPbyL3+BJxpP7n6rHqpQ/vVb51D9Z2HRSiZdl1tNTQ0ZJcuPeIAhT5wThL1pXUk26gLyHXlyiXr7GxLFVc6hxRYrHsbd0N/w/JZDDvvF2WSPoZ+MnHAnu1mcw6upLjytiT3hvpG2+JljUe8TWXUD/rC/rgs27iXVdaPz+USeMa9GuCz+gfY5Z6O61S91BM/v5RZW132RL16ZsgZ57a2Vrtz57aDQLWDclpWed4DLCvF+729yTECSIxh+502q6os9/uY8qT4HcBMiCiuuAcAmAFIBfddPfeCWNzzAkvAqkwGBSBlgYv7dpgAK84LOAM68jvCddzcQJWHQo9x43w5nwETF0aNoc7D7yqwinPx+0p+dEQK4Apl4PLysi0vLtn25paPx9HhXvobpfe9lMXx76t+9/g90G+CypPzXi+Aq1/ud9R/s9owTokPRYwrIBaqK+AVLoAYqLgIMqtgHJSd7XIRlLoqBleAKqCVQJVyZozDQAZcyUAGXMlNUNAqdg10ldXnA6wCWBGAXdBKwCqGVnITRGkFrCKhtIoDsb8ruLr/5VRlJXCF65mSwJVcA4FVFwVfj8EV0CrfLZBYVkArgSvcAwFX+e6AwCptE7giJwGvADxyC0Rh5cBq/FMm10DgFaAH+AP0cZVV7z2TeyAKJ8ATKisSKihmEBS0wtUvBldAKAAUsaxQWOHyJ3ClWFYxvKI8CeCFWosZC2nHH//n76YQ9D9+/tt+btRiv3lpwYPAA6EoB9RDPUb8Lc4DvGIGRPqEmyH9Z+wYR45BccW1Ovr0X9h//uoP7Y03gpLwv9nD9ACc6I033/LnGxdgIDQKSp5xwBPACpgsaMW7gWeW+FY83wBpnneef45FURngM5MrPOFuhQRwL8CrB+BGKDSxMAKFEUhHgI9Ykj70tU4OvDgiJTPh8XGtD2D2sawPYQGNkIcZlPhoVrkQbD2UP2JGQA+0HhRXAlfuxgeYOjqLt7S/h6Im58YBxgr/fXbFFAHZE3h1fBSgDeegPfcTN8Nw7gRGJe6BQKr4v+X8x5zkcOz4POTRR39sRAtsHgAAIABJREFUABAsnnqPj87GQmOl8hoXGRNaj3ONS6jrTMFFHTI82JdfjvX886iMtus45ZyXZbVT15hrxTKGnZaPEzAZX0/dG+TaLkMzNjDZH2+XAXlwcKaU4nyU47qGPBjYsYEq41MwyI3nRFkVn0+GrHIdRxm1RcaxuzZFcAkDVRAnGK9JQPjI4A/1BmgQ6g5lYigSL3t9UkBFQCoGBdRDvQ47EpjB/vykPulYBxAJuMolM+mxT2AiXuZYtUuw5Hxfz4LXZ3a2bGCg12qqK63k+jUbHRn0Or3eqJ0AFQEYcgdXUUwljRXtiFVRap+2eduiMsAftTE9h/qZQCyO1fFxP6mb+hhTbWc9mwttVXszO8C7nC0uLlpZWZlVVpbb8vJiCq04Ru1U+2jT1taGtba22COPPGTtba2p4oqytIe2kxyAaXbD7LZlMlsBhu0G+Kd+xXkum3XYkYIrV4SdxeDy+yNS2Kl95Dq/+qw83scyair2kbSs+8/HbTfnbcjtZG0/F1RMKMH83NG9qXpxKaSu8CycKRKJjwWcaW5qsIH+3vSa6FnNZrdtYWHecM/05y65b1QPbVFZth1EgM3Xk1kxN9ZXbXNjzfsPMBI8unO71aqrKtwFUfXoPcV7ILxnArQCRqG6m5yctJGRIZuenvR2namsdm1nZ9Ompiatr6/PenpQ543a6uqqgyrOiYviyNCw9Xb3OFhamL9r3R2d1tzUbB0dHV52c3PT+vp6rbmp3scFKMwY6TwBVJ1N2CHXQYDX7Oys3b5921pbW+1m801ra73jQJBx5p8res/zXue3Iv6difexHP+WxC6EBXCVfgI9OAtvvvW2AWEAHbjrvframx7j6sfPvOAKKwAURirgCuM2dhMUuFJsK8GqVGWVgCsMXyWAFUoNjGTNLIjBy7ndTfDPvp+6BioA+/+bQCuAVTpr4Ge+4UorxbMCVn0yim0llRUA4+hTIcUugrF7oJaJayX3QKmuUFsJVhHPSsCKWFYOrJIYVopnBbBCYXV35/MOUmJgJUglhRW5gBVKqxhQCVjFCiwBK0ErwBWqI8WxiqEVwCo/CDvQqrY7UVl1HBvugaisrjRmPT1Us+0xqf757004mAJaAZ1QWylWlbaRk9iHYurfXFtOFVeCVQAsYJaAFmorxudTn/nGOx4QxQSjnt+6uuQB7AF+xDfjGqAMw8UQF0WgG1CL2RGBXYxRCq5yX/TrzXXK3Puyz3z3jpN9SDcwYShKK8ASzzLPIs/2M8++6AHWebb1LAomo4AEYvFsC1zxfLOO0hKgBbwCeAG5KMv2l15+/UM6yoVuF0agMAIP4ggABfiIVtIHfz7kcMARqXf4KAaG7Gxv+kc1BjDHHjLD1CHABcCUKJlcUXUcZgcENuGqxyyBbD86ThVXQCUgEobm3NycjY6O2NDQoI2MDNvC3QU3PjkOYKVEHBD+S836MUotArmforQ6SVwDw7L+K353bt6mJ6fc+OBcbD8+OPI2Hx0B6XDJUH0hzojqQyVGv4Lr4kkAQYkhwVjEYCo2GuLtLDOWGt98uMRx2kfOusba62HcE2Dox7KcB7gw1FSH6idnW0hJfw/5Tz9ugsFNJjaqHP4k94UbgwmU4j7hngkKEZQIuNZw3UPC5cldZ6J13+fnkBsOICsYnvuoE3YBWdRJnB2MWGAEwBIj+SztUQZVyH5w2wFoYmTLGHaj+lzMHcqHhJqEZbmMoYqgrpCCooK+eHkUFjmMdNQwgCbaGJJvS+pBFcExoc4Llj22EuogFD9B9RPyEGspm0WFk7NsJmNZ4Eom44n7P5MBjgCmAAlZy2QzntY31o2EssOPy2ZdFUIZUojnRFsylsltWSa7ZbndHdtlPBNYF8BEUItkdzK2trJi3Z2dduXKZevv7/N6Q5vD9aVO1YsChbaRHIokEII6AyhiPCjPOuls2fuhPmWztrMD5AljQE55+rWzDRTatu1tABD92/F3QiiLu2A4RmMZAxD6mE3GQuORBQrt5mxictJu32m1pSXc/ugHapoz6CUoo+Now9278zY2NmrLq8vpNfBrgbtkLms7mR2v29uUyfh7JbsNOAv99uubjgHXgHswuabeZ65VuC81xtyTlPH+00bukWQ8dS+FesP46v7zsfNxQ0kW+ra9vW1bW5s+ftxLe7gm7uECt2/ZTM62tkPZzE7G1lfXbH1tLRn3MMZqK8dubKzb8vKSrawsG2DGz+GKrV2bGBu3oqvXrP3OHQ/AjvoKUAP04hhA0cLCgo/L5uaGzc3N2sz0tE1NTtrS0qKPy+rqio2OjNjg4ICNjo3a1jb3bs5mZqats7PDbre02J07d2xyYsI21zdc7ZTZ3rHWlttWX19r6+ur6fsgBFQP7wliToX3RoBCN2/etFu3bllLyy2rqamxnp5uvxeARhsbG9be3maNjQ0OoVpaWqyqqsrPu7S46M8rfamprrHioiKjLiBTexvHNFp5ebnXzTbqxzWyurrSKipu2PzcTPoPAt7R/lvrqlbey7yTj21mZsYqKyuts7PTFVfDQ8N248YNGx0ZtlN+f5N/rug3JYZW2qbfHv1u6DeE/fwOkBfA1QP4tYbhCiAABgABgFAEZ//Jz15yWIW6ArWUqzKeDOCKY5TkIii1FUatIBXHsQyoksrKwVUS7PkXgStBq9gtEJWVK63yZg2UW6BmDwRaadZAwSoUVlJZuUtgoqwCUOUe+4oBrQAkUlmR50MruQemKqvcFx1SAaqksCLHPRD1z7tCqygAe77KSsBKboOCWQrSjsKIBLCS0gqXO9RWwEeW3UUwAVfEtsI1ULGicLkjAYBQWAGTcM9jBkEAFMHYUVsBpFA/EXCdeFdAKIGqfHildQBVDK1Y5jjqIscFkOvxpb84H3vqmZ++6Ioq+sW5CeTOMteR648akP7RTkAb7QfC0U/UWIwZEJAx5zpynYiHBTz8MP699dbbBpB+8ukX7Fvff8qYqRMABcBlfABMACq2A59RUvJ880x/5Wt/7QCZfagfmcmTBMgCVnnMuh885RCLZ17wimedMiSCuVNv4a8wAoURKIzAgzICUrUQwwooIbihD2utC46wLhgCrOrsaLPbLTfdWPFjDkLcjxBH6sSODlAzAaeILRXiWrEueOUAi1kCE/e9jbV1a7vTZo1NTf7f7t7eXmtra3PjYGpqymOHKHBtnAOugDDpNldRJZAsqXtladnjoTTWNxjLAlcoufaJU3IQQA4gjHpOTk49T9cTd0WOI2kcYoMBI0HrMhJUjlzjqW0yJlRW6wKIKhfncjNxF87oesRlVI+MF50XSOWxU46OvL/BNSXAKO4F4JXuCYGsONe+bDYAm13BnxwBmwlefGAHuyHmC0GQHWK5oQwoyhnxlQJo2g0uUq6cINYPsGjbgZVDqxRcCWCF82HcCzphVEtZ5HVHLlUOM/YDmBI8CAa+QFOAR9S1i9uPw4EAaAIsSeBIEjwbtyASBn6ALO8sG2CF3NLU3vPny1BP3rkC9MgaRjggKZsB6uzYtgMsgFXWMrs5u7u4aC2tt21yesr3ezvSugTDknblACohAbEYJymQGKtY8YPqZ6C/3y5fvuwqkwBQcincCZDnrL87tNGBUoAeAW6EbbRb7QrHhfFiGaULua6Dl3OAtWMAlgBZQq71uI6trW0HJvE2vwekAnIXwjC+oUwYxywuW9mMLa4s29LKsq2urTqgUD9RGQGtUP4ExRWqrdB/+rO2vmZrG+u2ub1lWzvbXhf58uqKbWxt2nYmQJ/Fuwu2uLBovMPScXBoRV2hLUCziYkJ412GikdjoDGh30D7sbExGx4e9nLrGxs+ZqGOjK2srPh+lDlra2sO5HhPDgwM+LGcmzKst7e3OwThfNxP2eyubW7u2OTktHV0dtvw6IjNzs9Ze1u7NTU0WmNDo1EXbmq0jXYBcwYGBxPY0+KABjUSbeU+mpma9mOvPHrZiq8VWX1djf8mAGomJ8asvr7erpeUeHt4b9y9e9ff7yUlJdbU1OTn4lrMz8/7Oa5fv25dPd22tbNjYxPjVlNXa93d3d5ngFB9Xb2fk/uW56Xl5i0HTYAr7vP9/eAOuM97fZ93W3jnMfZAIMZkfX3dx6ipqdnhE32hv4Aq2kv/GUfKUb64uNjHhTLcx2Pj43blyhUvy3XkPQKYq62t9e1hfLb8XTc5OW7XS4qtp6crVZb5P3n4B4P/5uK2jvv6sU1NTjkw4xz8BlF3RUWF9ff12PHBnp0kilj9XkhRxftegEo5ZfR7FG9jewFcPShfaFE7UbSgWAEEEK8IUEJw9p89/4q7ExHjCoMWwxTXIBQWGKUkuQjGBq3AFYBKMXNQV8UJYMVsZLgKMrNgiJETFFe0Jx9axa6BxLOSygpgpaRA7Cm0+tRfOCQRrIpjWGG8k4BWSoAquQMql9IKEKKEkkdKK0EqQBWQhKRYVopjlR98nXhMUlkJSgFeBKZY5npIaaXt+cBK0Aq1FbBK8ArAgxudgrFzXeNYVrgGEkyd2FEfrdyyP6zYdHc/VE7Emfpnvz1u/8cfTDts+ldXluz3StbcxY+4V4AtqagEo4BWBGNXQHbBKsoJYlGW/ZwXOHrwR3/uUEX32Pbxl/y8BHj/R78+4Oen/VxbXEC55oCph6q37VJ9xugDfaIM/WXMgIRcI8YWSAfc4vp9UP8AS2+9/ba75zIj3988CTw6n55IADH7fvbCK1723fqDkupvf/ycEZeOZwGwyTgR+J6xOP70XxqKQcVIA/JxnwOqeE55lgFOqB4BVp9NlI96HgGIxKSTmtJVVyivfvBU+j5gPy6/PNsA68JfYQQKI1AYgQdlBDBiARPAEMAVH9RAjvTDOlHpsC4wIghCbBygVdud2+7C4dtRWx0BrM5iSLEcQFaILeXQJ4FJACuBLJQ33Z1d/h9nDDeMCYwHDA6MB1w2CHorkMSHvSuGCGKbwCZtE1wi5/wAlbWVVevp6vZzbG1snmsTBhjnQUmgcwSoE8Esh2Fn8bHi8ZDhIGDEPm2LyzFGWmdMNa7arpwyPp6pSiocB6zCfdPzqK788+Yfr3O5kuogGHT0E2UC1z9VUiUxXgSxHDIl94igFS5UGNW4XmEUOkiKwBXXUWom378XFE3a5ooPFE+5vMQ2lE3AMN8f1E6onlIF0N5eCq4wUlH6CF4BZlwFJAiRnFdQIECqoG4RMFCbBDFUVkZ7DkCXQCsHV4lKhvIk1cNx2sZ52K593MeCNtzPlFUZ1lNgBRTbDoojjiH5OTjXbs76BvrtatE1Gx0f87pVRuchpz5gBiqW9fU1VyuFtgGWwgx5AfIFxRXXAAAwODDoBnd/f3/adm9bJuPtwCgHfpAADJxD+4ERwA2AC1CCZQxuAA0xpchZ1xjQJ9rEs4Z6BXcsYMnIyIgnjH6O4/6iT0AY1lHbdHV12fj4uG8DZPHcBrc44FNY1niofeubGzY4POTQr7G5yd8l09PT3k4gnKv2InfNHOq2TMYoAzSvb6h3wLOd2TES4BCAWJds7+3vc2CBUqayqtI6uzpTKEU9XGv6zzsMsIHKJ1bVUIbxYExR8AAqUO/U1dW52ofxAKAwbow9+4qKiqy5udkTdaIKunbtmtfNWLKPcuxjOzBmaWnZcrk9u3t30Zqbb9m1a0V2vbTEKior7WZzswMgzk3dgCLGj2sm1RHPPGNCvUAnrjVl7s7OWUdbu125dNmaGxs9Xtr01IStr6143KmBgX4vT7vCvZg17jPBIPrFGFEXYKqmtsZB4d3FBausrrLevj6/HpThHiu/Ue7vcaAVz0tzY5M1NNTZxsaag6Lw7goB0nn/8IxzXq4lY8p9R11sYzwBgKzTN/rO7wzrHEfOfYiSqqGhwa8D702V5b6kHOeh/Si5gGNcb9R8tGVx8a4VFV21zs72NP6W3sce18oVqwFe0SbGnMQ1py0A5YH+Pjva37WTw710BkJ+H3jv690v9ZXyGFrpt0jlC+DqQflCS9pJrBviQKFcAXDgjgXMAMAAFTCCUW3gWoSyAjWWArOzng+uZNRitAKuYnUVxmycMHK/+viP3HAWuMLoxVBWIHbFs0JxQxB2IAbugAANqauUa+ZAxbECjghapa6AibIqhlWoqkgY8Rj2F6XYPVAB2FFZySUwBVaJygqIohkDyd1FMAFWmjUQ2EJSnKoYWAG0AAyxsgpQ5bBq5v9x+AMA8jT978+5CuIeSALqoLRq6LvnLoGoqwA/xKQCRuGSB5gCRqGoIq7VP/nXo+lMgoAm9qO4IgGufvf6qkMsjkEVJUglQAWskvqK46XAIkYW5wAoofSiTfSXcWE8CNZOWeqnLpReuDRyLbjWXH/AFaowgBvl2U8fUVwBA9mP6yCB5tnHObimH7Q/Yj89/8Kr9uRTzxuB0VE7SfEk1RPP1UWJ54vYc29HAaSIS4fKiefje0887THqAMmM83/3awP2P//WiLWOfNK+9u0Ai3FpRfkGpEZtB+jDTReIDLDCLReFleCx4ssBrog7B3SWkpLclZYJvOK5R6mF2yDtp22Fv8IIFEagMAIPwgjwYQ20yIdWgI9UdSWIkuRsJ6G4YgpyDBQ+xIn7dIy73X4ARQJGqG4ASIJX5DHY0j4C0VaWV7iBhxEgqMDHPIYA26QWitVVAkxAKwwI33d4dG7WJ4cp2ZwHuiVGCW2K24nbCsYeBrrq1rkC4CHAe1BahbaHWE2CSwJF5DIkQn4GqvKhVBizsxhTYT3EtVJ9cf3all6vBFzFRgll4sTxMpIU/4X+ME4klgUuyVErHB6GWbUENYOCISimuF/Gx8esvLzCoQN1cH3yIVRub9eyKKz29yzjah/gFUbkgef7eweuluBaYHwCT3YzScrmPOYOoAjjlO3Z7QBQgCICOoAY4udsba7b2tqKG67ck4CM4MaWc7US7QMOBKCz5PeS6sAwJVGGuoGXDmW2g2pldnraFubm3Y2KdlIPIAV4QsJ4xxDG+CZxj1KGHHiEmyvgARDLPUxZ9kk1gwF/d37eUOuMDA4FsNrV7QCH8tSJy9TUzLTV1tfZxx9+yJpuNruKBrjA/apz0hbgjrtB3WrxGDkY2AAe4jDlUGGlsYvOYiztZrI2NDDgBvLg4KDXpzppg4ALRj8ABPACQFpZAV4RO2rFbt26baWlZQ4e6C9wo7q62gENRr/gi+rFMKdeAAhAQHAEcIDhjxKHvuEmxvk4N30j5xggCtcw39WPfjL+jJuuKeMFoAE2oeSprql2oINbFiomwGdQWuGaGVRktI+xoO2PPvqo9Q8OODxEYQWoAqg8evmS11tdW2NtHe3W2dPl24tLr/v1C+0I9x39AQrRbs5LLCTibQE+aCv3Be8fQBOgj74D9RhHFEjcJ5ThetAuttEuYAzXHQBDTKRLly/7PhRS3GPUAwxjXKkPcLWzk3V4VVFRZZevXrXBoSHbWF+37Y1Nv6cBSvSbc1EH14Z2006eFUAjMMzr41nd3bPR4RErulrkeXj+Qvwx3jm4BdJXFGDUwTtjYXHR+8o40C8BIq71EOfayzmoLS65br39vQ5MGRfu+bKyG9bV0envDN4fDXX11tTU4LGqBLFxX97nPecuysEFkLHlnovvD5a5T0i45zGuwDFBK3LeC7SL+5Rl2s/zXFJy3ceFYylH3wBvXOf19Q3vE+/L+flZKy6+5uCK9xJjwjtZ73OP6XjIP0RObGd7x++JGEpevXrVZ8E82s+5u6ArbaPfmVhN5WAK1W+k/PVtEeBivQCuHoSvs6iNxLFClUKwa4JeEwCbOEIAC9znnn3uZVdYEQ8HYIXhHKutUnD1g6fOBWKXe6BiWQlYYRyTBK1QW2HkMmsZxjcuTBjPGM0YyueUVn/yzVRpJVgV53FMK9zR5Bp4EbSSO+BFyiogVX5K41ntftEw/FFaAa1ipZVcA+UeqODrQBW5/aGiYlnQSjmgKl9lJVfAd4NVAlcorgA26SyCSTB2Keh+v3TNY0YBjgSbUFThEkgsKxIqq//pXw7bP/3tMQdXwCfgFCosoBWQC3D120UrQX11fdUhE/cJAdqBTRwDuAJYCWRpu3L6RJ9RowGlFNeKMWU7fWX8WEYlBPQDRAIsAVPAGGALsbnoH66RGh9cAwn8ruDt5ADJD8ofkBiXSBSLACueHcFdYJCrDx//0TmYy3PB84EqCrjLMs/W1779d/5s0reTT/+lg0qALs8r8Otz/+X7Di1/49EFB4bAPmK9OeD6zDd8fAF8BMsHFnItAE4oGQFgevYUUw6ADMACIAK5UGjRDhKKK8W+Imc/7f6bJ59zyPZBGf9COwojUBiBwgj8ohFwmJGAKD6mAVLnYMnhQXBP4EP7MAnknpTDHSuzs+1KB9QOxG85SOIPoZpBrYLbE4YNCcMfpZMULGwDILl72d6+Gz1l10usu6vbNre23DDFgMTYxUjFwME4EEjCWGAbxgSGD2UxtJaXlt0QwyhhuxQ8uHltogZZWbXtra1kFi1ivWSss6PDKisqPOYKMYbYz/GCO+QYSUy/DmRAvUVMoqNDwBDqKAV4D3G9AHjaxoyGBH9nG7AF2EewYuLAKDg14+7gaA8jds1WV5ZtZ4u4YdQPXNp39Qzxjegz7QHUYfzEbpyCY2fA6sDj2yws3LW52RlbXFxI1RvUwXgSu4b4MoAWlhWHh20cR4waxjiAgHUDIGDcYsBiMGOIr6+tu/qFsZ2dmbHpmWl3rcKdamRs1I3R5ZUVy+GWt7vrxvZAX7/19vS4m5oDls0t283t+jWaGJ+w/r5+NyLXVtdsfGzMjX2McyAIgGl5ZdmGhgft9p3bdqvllnV1ddr83KzHR+KaemygBHr29fbarZYWa755027eumn9A/22koAh7i2MYuqub2ywwaFB30/Z2ppaq62psTutd2xmesaNSkEZAAsgBQOeOrhfACHbOxkbGh6xuvoGa24mnk6LVdfU2u3WO7awEMAZRjLHYyijdmmob3BIQYBnoEFpaWkKZzCkb7bcsqLrxfaRj33UMOYxojs7QhwcriHwgrYASFBp9PX3WVV1lTU0Ntj8wl2PxaQ4SZRnbIh3xHizPjw85GqugcEBd4fDPZF7DYVSeUWFu4pxnQEYUvF0dYfnFAjR3dNrZTdu2KUrl62yCpVMr48LKirUQPSJfjBGnA/od+XqVWtrb/PrwLXsS1Q43F/0B6VLTW2tAVju3l2wre0dGxwccsAGjOE5cDfFKJh7gCa7If5XLutqHdrEPYirH+BpeGTE718gyLbDSJRbCez0gPcBPNJWYIu7UPb3+RjyLuLdNDI6ao9euuR9vruw4G54uOINDQ/Z5StXrPXOHdveDvdDf/9gCo7oOwmgBOQg5zxSIPEchPsojBMKN+4RICDvNt555IAgtqHK4bnkGMoWXbtmt27ecgCi7fShqOiaDQ+PWCYDpNmz9fVNKy+v9HsEV0TeedwLPOfcR7jBcb3oLyCX7ZwLFzrGHpjCfc/7FWg9PDjkMa5Ghob8vUjMNpSSxLyjHH0AuDnkQZG4k/Fnqr62LsQvzGatp7vbA5xznp1Mxto7OuxaUZGVV5SHZ6O52aEsz+ns9Iz/puCWWVVRabduNRvB2wFXIaD7vrt/uwv43r4tLy35fchzR59ot64FOePHfcczyb3HNu9b8hsDuGpqavT4X7w3R0fHvE8ALMoKXDU3AyjL/T3qsf8O9mxubsauXbtifb3dDq30G+v/UEBB7L8fTBpy4O9U2uBA++5dGxkeNn4TJ8dG7Xh/N8S5Ojq0e7gBHh/ZvWQykvv3cG8/sHsnh3Y/SpR77N6xPUZsxMN9u3d8YCeFWQV/0SfRB3MfCiqACUY/KhXAFUYusOIPytYdGOA2qNkEcRmUKoRjMb5Rd0iBgSGLUUvKV1sJVmGEY4BjiJOYkSyAqyccXMlFCeWHZg7EVSyeNVCKK1RW55RWSSB21Fa4BpI8flWktJLCihxoJ3dAjHcpq1BVKY4VboFyDRSsErCSW+Dc1mcdxsg9UEHYpa4CTMVJwIpcMIucdSmwgDyoiQBUwJk4+Xb2Tf97d5VLg7Inca1QWnFuZuFDRfVPfmvU3QABS1JZ4b73z39v0v7X3xm3f/ybQ/Y//MaQlwVoAZ+AHsAroBX3AxBLAAuIBfRAuQXMEsCifiVgFcsALRLnI6A6YwecAigCF5nxkesJbGQcdU25HxkDtlMGMIM7JPBKsa0YU8aL/qO+on6AFol7GkD5Qfh77oVX7MdPh8kOeG6+91+f9ueGZ0SqQ54LzeZH/CkgkwKlA5WAv4BgVIkAJQDTf/jst9z9kpkguT+AU+wDXAFIuZaorlCwMYuj/qgDdeXHqras6Oauj5smMWCced5IUjqSA7N4HoFYPMu0Xc+7uw0mwdp5lkkAOlSbhb/CCBRGoDACD8II8BHtwIoZ1/ZyqTpH8Or08MBI944O7f5RUPOwD0NvdmbKFSV8xOOGwgc8UAkjByOKj28AxMLcXRvsH3B3Ev5T3t/bZwRJR00DvCKfHJ8wjJjS6yVuGKMkwLAk4WLCf+alBsFIQA1A/Rh/7Ac8UAZ1AIoTjBuMZoCCt2lzw41Q6mUfxgn/jceIod7qqiqruFHusVpwewGeYVRyLP2iP0y7jisjfehs77CZqRk32gBvqLBOj85iaqHOwgVSKq293J5NT035f91bcK9sa7X29js2MNDnriTuvrWbsanJUZ/BrLWlxeZn5139RawWDEb6Sd8AE6jBXBkWXZN8aMW1XVkObpaMEyqZO/Shu9uBE4YZAAhjDuCBQTo5OeX9xThmPDFiMehYBxQAq1BboeBAWcAx1I27DaCDugAbwCHi06ByQSnU0NRo07MzrloBIqB64Tjq45pxHq4X14NrieIAdyra1XK7xc/DdQPYYLSz3HTzprtr3Wlvs4bmJistK3NQRJ/cQE7uE9oIOAGMTExN2q3bLVZ6o8z6Bwe9r/SUP7PTAAAgAElEQVSLMWVsUeaUV1a4qmlgeMjVKICqouJi7y/tAgRQHvUGgIlt3I/cJ7ncro1PTNn10hvW3tFlS8urtrK6YT29A1aSbGMsGS/GCihSVFzk15Z2s4/7GjBA34EGjCvwCaj2sYc+bt29PV4OAx+Dm3uctgOIgD2MIXAF18LrZSWuEAIEhPYFdQjjw/VXDszBDRFlEe5wuCb29PU6iOJ6ESNK5+L6ACIqqipsYWnRy6+ur/k1fvjRR2xgaDDEgsrs2Nbmlt8/csGiDgAz16+ktMTm7s7bVmbb6+D+YDy5H+gTro49vf02OjZh2zsEEs/a1PSMQxXuMVQtIUB4mF2RdxJpLwHmAJnKmmorKSu1mblZH0Pcz4AN165e9evmwNHhOxMDhBkfA+ALcZJ4Nzz88MN+fRhXQDzjxhiwnXuLOgCl9A3YgxoJBRpqNABRTU2dVVZW+TXz82Uy/ixxbbkm3H8o2QAWXD/Gh+tC4n7gujLeQGK2cZ9QlvuSOjgv9fBOJcZU660W/wcBMIrtwEbup4GBwRRcLS+v2Y0b5VZVWWmAYeolrhdt4RmjPO9I+sq7h3eH1HZALfoIZPN7KpM1IDTB2QnSniolEzVWUCeVeDsov5fAronRcX/ncszq8ooRexDlFvsZa2BxTXW1TU5M+rjwjHHP00Z+MwBmBJSvrqy2O60tHgw+zFAYgJn+YcK7GXDF+4TnhON17/NbAoii//SR+0/wkDK8/zkvKr/u7q4khta+9fcPWVFRsZfl+PBPgB0PEl9TU+UzUroL9sGezUxPWnHRVWNmQf3e8g8jlvntOPaZdI/9mhH0nWeDceL9Pj0xaSWM68iwHe3l7PRw3+4zi67/Hh85yDo5ZoZb3AYPDID12MnhufSJk0P75CnbD3w7/+goKK4ehK+zqI0YxMQIAnSgcEGFwcxyAAmgBa5lGNCoJ4BWACyUV7gJelyrJFizwFU+tCKulVRWMtDfaZyHgM6cB4OaGDvuLhiBK0ErFCEY1iitUFgpATZkeEttlca0SmJZKdi6VFbkMbS6CFwJXqEIErRK3QK3PusAJlZYoQpCYQU0IgEPgCsAKeXxslRW8T72Kw6RVFdSV8k1MI5nJbUVObGtgDqAM9oJuEJJBbz473990JdRWwGgAJOosASuKIdbGetAJvaRpLgCUF2UpNphH/cMwAvwJWDFMun//MMZhyS0jT4ynowVfUWtxvVhme2so54CXhG3CtUVajwgCwozQCJlqIsxBuDRb+CVEhArd/8r0d3+/iwCb3h+3nzzbZ/h8O23f+7ufKiviB+HghHlIf1DrUTiOSCxjWeUwOqAK2AQOeonICvjA1AkofBjQgXq/+b3f+yxy7juAElyVGoovfjjGWbMUOMR7J7nHnUbzwwB3Hm+mKWT541nD4glaAUwo02CVjz7vAsAciiuBKJxL37uhVffn0EvnLUwAoURKIzAexwBV1wRlDtJfEwLWgG0Umh1fOTL/LeWMqsrSz71OTM9YeigxnDjJ5v1j3mgB4YO+4hBwpTefT29ngimCwRiGnGMD1RYYyOjdvtWi4Or6qpqNxQBBCSADYYqH/QYdRgUGIgYGtSPQYIRBwRByYH7DUY/+zAEMQCAaezDKOa/57SXejCEgBC3W25bWUmpx3nBeCLgMMYTx45PjLu6gfhYKK1QXAGvmM2KdcEpxepSjksk++gj06fX19Zaf3+vq61wHxkc7Lfm5kaHWcvLGKwbdnd+2gPe19XW+OyHzIhFO2k/YIdxoJ8YXLhI+iyIicsg183/i5+4oTB1/K2bAUgxDtSBwc04Ak0w4BhPtmGAM14YxxjCjAtjxTVkrDVWADyAE8YrQIvyAD7qIlHWlQsV5R5UubO7y6EBcYFQuwAQgENt7e1uEGLIczznJmGUY4xzfVCUYEBznTHgaRPbuX5sR4WEoosYRgCJpuYmV9LQRtqLMUn7KA+sC7PBZW18atKuXLvqM8zRfze+czkfB1RNuIEtLC4ks8Zl/L4BHGC8ApwYHxJjKjUR7eac9KehsdnKblTY/N1F29rOeGK5tKzcamrrU9iAQf/II4/4vUrfqJNniHoBE7SbfjNLHmOH+glXQWJccR4HKdmsjzkKOO552scYMc6M/eWrV+xOR5urhWifEufhHmKdvH9gwF3fgF1AKsa0KoE+jK3AFWPF9aFt1A0IZB9qJuAk23BrZNv2TojtxbsAQAdAoY/cJ9wjtJng4JyL/tGvy1cu+/2l/m1t7djS8pqP5eT0rKvXPvKRj/h9CbhixkEBq5AzMyOxrnK2uLRoZRXl3i/c+Wgf0BJIWlwUFIOMoYKzC1yh4tI9wbsHQIXKT9edsePafexjH3NXPdqqfYw/kI4YUrjkLS2tWElJmT+39JtynFPXjroYTyAwcJVrT31spyzPLO827j32sY3nhXWBTdU1NzPr4ArwjjqUcdjd23Uwz/OKWk2Kq+Vlgn5XpvcY9XIv0EaeedoCsOFcusd5hqS449oBeFxVC/zvH/D359TEpL/veOeRUNTy3uL54VjG1VW2eyHmIP+s4J8A/DOD3wUUVKikaA/vKO4zxjS+Xz2uWSbEaFtdXrXqyioHV8xwqyD7KAql6AVcobRlvOgX145+Mm6ch2Xaxe8AUJx/btB3xoP3g7/PPG7Vsrum8ry0t3fa1avXvG/eJ/+HzbpVVJRZVVWF/zMim9l2F1SA1aVHH7aO9juuCov/QaR/etDG7c0tV17STlRqBIC/1dxspUXF1tLUaDMTY3aQy/jvsH6XUVQdH++Zw6tTgrEHaPWJ0yO7f3xgyoFZ9472PZ0eF1wF3+Nn0vtf/OCTf+5uRihUUGBUtAVwhUEL2ABEEE8IhQXQCmBFwtjGRciVFsksgq6w+s7fuSoEYIWBnbo/fT3EspJRK0WJDHMZ6jLSPdbOF74TlCWfCXGtAFYY06hzAFYCVRjaSoJWKHlSF8H7X3Yokg+q8tVWAJJ8pZVc2VAJubpq+3MOTFAGCVhh8AMNgFbEC8oHVkCaOAGpgC1AK5bzoVU+uErhVaSwAjYCqkhaluqKoOWokOgfwA0oAYwCXpAIfo4KC3gFCMJV7H/5N2Op2gqVDpAJxRRugNwDwKs4cSwpBlkALFdiFa94WVQ+ACuproBhKHyIv8V9Rpwl1FPMFMg5gGzE4aK9gFRy1H8sM0b0j/YwbvSL8WfcGW/URoyF4nuRA/F2P/HV9/UhA9zgZhvHenr5ldfdpe/Jp5932MMzwX0vUAW4BVR5/mff9yDpPA+s81wBiFAqcs8zZowJY814cQ+zDwDItUZJB5DkmhPD7D998bs+HrSH54F4Z1w3rgHjiDqRenm+eM7cdRD1FTHmEgUWIAv1FYHcgVd67nneAXD0hWUCyxOAvvBXGIHCCBRG4EEYAT6i0//+Sn2F21ryH+GTgwCv+FA+3t+zowMCZ4dZuAAjfX09Vt/Q4IokPvQxMDAEMLKAITfKyqyns8unL+e/5HycA4aISzI8OOT/Oc/thBnVUF3dKC1zg0WGK4YFRgT/KQekYMhxHowFltmOkY9xJOOLHHgF0MJIkWoKQwU1C+WBNRgg1APQGBwYsPKyG678So2uw0Nj1jxASE93j/93H6NrLxtcYwByuA6egaowO6LWlTODYV1NrfV0dXmsoRBLCiNxzRVXTOU+PExsIVzltm1sdMhqURqMT3jbaT9tBY5gxGLQMc64Ch6fMI362WyQAlfkY6PDVlNdmUI6+oohhhEOJEJRQb2MF4YSY8k+xhUjDkjGdsrEM+9JEQRU5FjaAiTS9acOwNCt1hZX3mhWN5Q8t9vuOLiamp52gx1gw/WVUQn4op1sB1xhSHIvqW7aD3jDcAaaZHJZPwfgpKe316eo171AuygPvFpZXnZ3rq1MmKkM9zHUYOznfJSdnZ2xa8VFrrZiFjlXHmWztriw4GAB4AFk4D4iAZXYhkqDc2BQo065UV5lV68VW/PNFmtr77Surl6709ZhV64UWV19oz8f9Id7kzhFzc03U9dYxnNlZdXvUe5fzoHbHv0D1KG4cgVUEjibdnAvSwXDOJKANICniqpKV0ChuOKcSvQ3jCmB5HGp67VHr1wO6ixm4FtespIbpX48M/ExbrSN83F/oDIjxtP45IRfA9qHsg5whXJqJ5dx4EZ5wCPginuKdZ5t+g58Qd2GYq617Y4vc70BFZTj2oyOjVtNbYMDv8YmApdX2kc/+lGHK1wL1FGusoqDqyfgamFpye+1GxXlHpyd+wUVIACb+zocj8oqKK14r1GX15mMD/cy4ApYTP91rwBh2A7UoJ20l320HTWSwBWB0K9fL/V28/xSR5y4Bqtraw5UeC8JXFEf14g2Am9St0ACtM/NOQjieeVapOdOwFVPZ7eDK1z/qJ/n9MqVqw6OcBMk1tzi4rK3i/cAdXAu2s/zV3z9evqu7ejodBA3MjLqZTgX7yCePwEl4tMN9Q9aWUlZMttfgFbEpuNdyruY6+rgUuBq/8DBGv8MqCgrt5Li6zY8OOzbAFe0m2vE9eZ+5n7hGaN9KFc31za87qmJKYd1DfW1Njc77aorvx8A17vBDR04hFss7WCMcX293dpqXV3drpoMQC38bqFIRYkGvOI9x28YzyEwGDdEoObs7Jw1NDR5rC2uP+8vlJYEoa+sqrC6uhp/rxNvDfdF1GBVleV2s7nRpibHXdnHPxn8n0TR5CGAttGRUZ9xkXcCwBeXyKHePrvd3GTT46N2crBr94+BUkf2mOfEVAxqK3LAFbDqMdwGj/YdXgGtgFhKBVfBB+HLLGrjW2//3GMMYeQTNBtwxSxkqKyYiQxwBcDCKGY/aipUV6grXHGVzCgWG6+4MmHQxjF75Boo90BBK5QlAlcy1nETRG2lAO3uEpWAK8WzwpXMFVaf+gufnQ63wDgQ+zsCsv8CcIWhT5KLYOoWSCyrJJ5VCq22PuuubHILVNB1YNUEwcGTxHqstAJECVYJar2b0koQS4qreCZBFDIkzSAo1RXAhlhPt0c+6Ymg26jmAD24QzI2nA9AhepKAAuogYsfyqYrjVmfyY8YV//7H0w55ABeETAdqASkQtUDvAJWXQSuBLIEryjHMR5bK1FccTwufNxjtJFl4BVlOF5qPwAWwBSw9m/LNzxuFRALFRdQDnCF4gpwRd8YJ9RoMcRjXACz78cfwdN5vlA2vfTK62kTnn/xVXvp5dd90gOUSsAq7nlAlac/+77HeANU6VlgWc8DuZ4xng2uHWMCIARAMZaAS2ZeRD3HNf4ff3M4ve6MmeK6A6dQW2nWSMYQ1RvwV4orwSrUVpyPhKsgCUDF80s7BZzpA8817wT6XvgrjEBhBAoj8KCMgJRWyvmYFvzg4xpgBbwCWhEj4/ggzIRHOQwEgA9GFUapjDpAB/AK0IRhzxTxrhzCGMzlDGVAQ329dXd1eSwWdx3Z3fUYQqitgEQYd9RDnRhWGBAYMBjyQBJgDgYj2wEsGHyoozB4SMAm2oWrD3WxDXeegf5+N0RwYVTZncyOt7+yotJGhkf8P/6HzLjngX33bJsp77eCewqxr9bX1jy+EG4d9OWEwPNHxyH4vMedCnGuiF1yuL/v8ZlwRZycmLB9YoDtM+seShcC985ZXV2tdXS0O7ja38vY2Niwg6vx0TEfA/rLWNB3pqsnHhdKh2NcET2WVlBaKdivrk13d6dVVNxwGIXhR8JoZ8ykpKJejFbGEgCCmgpjDJUFY8cYUUbtxajv7+/zmDl9fb3BVcsNf+IlEfMsY709vW68E+8H6IL6BtXQ2vq61dbVWklpqbeB8+BuR45ByfXiOtIejEEMdtohNRNtwXAG3AE9ACSAKxLnIK7TtaJrbqhzPoAk13Ztfc0mJifd7Q/3N1zuHnrkYQdXxDhiZjnSzMysu8uhbEIFBLji+KXlZauorHBAG4MrljH8UZNgUHOfzc7NWUlpmRVdL7Hb9K+j0zo6u6yzq9s6u3vc1Y1z0keeGYDOrVu4mxFTbceIGUdsMeLkYDCzzPatnS1raW2xhx55yIZHhn0cpPThuqFAoy1cX+59YozNzM56EGz6Qj8wurlGBDTnmSNnG/UPDPY7dJKrIH2+UV5uN8pvGDGcQsw5IB+uiVvW2NjgMZ4AkLndnI8xs8ERHHx2btbdzrgGXC+UOgJXgjaAAOAH7p2oobgm7Z0dDgU2NwFBuN3NW1HRdVeqTUxO2+LSio1PTNjly5f8mee9EGKZEc8MgEoe1FaM7+LSkpWWlTrAQ5nHGG5sEdw/9IO+BEiVcZgAxCc4O2MCiKAOgSu9R3gfcR8KXAE42KZ3HyokrgUAhD4sL69YdTUKwWv+/DEeJMaB83D+zc0Nu3Wz2ceDe+IMhPEuGLXi4iLr6en2uE8oqObvzrt7KfCQY6mD53NmesquFxVZLzMCbqP22XWY2tvbY9euXvE2o2ADXgGuGFueL+5dQDEgmzhO5eU3HOJyX7S3t1nx9eLUvXhwcMD3XyWOV+ttjykH+BsbGbGS4mK7feuW/yYQ7H95cdFTc1OjlZaW2O3bLf6+29/b9fci+fzsrJWVlvr7bo0YXv4bgTthzjY31q2nu8uqqojFVemzDdbV1xr9If4fQLm9rc0a6+utqbHeFcBM1MB15N19RPwoJp/Y2/ffn+0t/ikwai23blmzu0Y3e108Y8Rm5Jj1tVUbGhq0jvZ2fyfze7GyshzcG3El3QuumowZAJEYgLqOxA9cXlqwpaUFj1/IbyoqMNTJJCYxQYXF72v6jyFiHzIrbtJWnk9iCi6h+MzseIywzNamkY4Pwm/w6dGBPXZ6YvdPju0+Ma5QUwGtcBU8ScBV4i54erhnp0f79hhqrOMDOz1CnXVQcBV8UD7QaCfGNTGZAFcYwLgK4k4EIMCYBV4px/0LBQtQirhWKK1wCyIHaLEdNYgSigtUWgoqrXhWitmDwYvRjsELtJJxzqxlzGimWQUdXCVB2aW08lkDP30eWsXgCqWVx7W6/2XLRdAKhQnugHEi6HqssgJWeTyrBFrJbS2GVQJWgCpAFElKK4EpgSugCttiqMU624FUSrEiC2iFykpKK9REchEUvFKuwOxcQ8AV7nFcQ0CUYhfRP8YHiEUQfoCU4BU54IPYZlx/QBXxsAjYjkIHt0ICugOglAStlMeqK22TOot9LAtgca4rjbm0fbQZWAUc5R4DvNB2qby4FwmyzjHMTMjx9JXg+LGroMaMcWJMlA4/9f6AKxRNPF/EhwMUvf7Gm/biS6/ZK6+9YUyIwHPCfe/A9s++77P1cd8DpngGmJyAdW3jefDn4vPfdtddnjmeH4Al1wx1HEmxzYBXqKkAWv/i9yf9OirGGDHq/upvnrWNwz/1ewTQCKTmfuNeAV5JdYXCEbUV4EqugrRNMw7SVtocwyuecd4RP3uhEN/qQfo9KLS1MAIf9hEAcugjmg9quQmmeQKtAFfunkCw8OSYTHbb/4uN8cN/9THIgByAFoxKgASwCfCAESgDDwMJoIUSg2MERzBmgReAiXg7EAygAnABaFA/CcMdOMYxuLQIwnAuDEjAh7uIYSSirNoKLi38hx9ApfPSLgx+ymOQorJSYF2MIIxigqnzH3jqw1il/dU1NX4e/qN/H3B1cuTB0jWOJydH/l/60dEhI+7J5CTgikDrQUG1R9Dg5WVXMLS23nFDBcXV5MSY1dXUuPtkgEaAoxDXqwlw1dbuyoSTQ4GrcN10Xq4dQeDvtLda6Y0SH6Me3DT7+tztkj5gIDOuqp8xY8zZh6uTYGAYozCjYIjDlXU1AdO74+rIrH6uWEHdQWyhnYy7g6I6EczEGKN+rh33CsACNQEwgPFGCcEy1wCjnbJSmuBCpfuH7Vwr2oiCQzGzpOjCzQ3FD3lmN+dxmlbWVt09rKz8hrvaMfsb7mKXr13xYO2bm7h50fesTc/MegB0ZqHb2tlOoRjQA+VSTV2toT4COtAOxg8ASH8ErsiLSoqt+dZN49xrG2sOwYBHqJKk4qIvgESADu6i21sbweUts20ry4sOHIGOKyuodLZ8xrQ7d3DRvGQTE2Mp3KAt3OtcM54RxpjryLNBop3AwxxwY5e4QORhFr0cykmW93J+LRk74lMBAYlZRWB6IIzDFHdzYxY/ZslbttLSMPMc14m+cN14JiiPMsbPm6jxcLe7dOlSCpEpi1qIsqjHUHcxxqjciAm1sb5lAJahoRG7fPmq9fTgpgdw27eJiUl76KGHUsVV6CMwBiVTmBGQ9pC4PrwzrhZdsf6hPltZW7b1zTVXwQAYgAnMQrmbCzPg6VlnrLLcy8m9hrKKZ5/6GFueGdY//vGP+7uAMaCsrin9on9AWIAQ/Qdu8p5CDcg9wmyJKCLvzs9aNrNlUxPjrurjHcSzwBjy3qiurjBi4jHm3DvcR8yMyLXinYKCJ7OzaZvrq9bR3mrXrl62xoY6jz/IdWYiiPq6Grt29ZIrfmZm5hxcMUlAaekNvy5cN9rLMw8AInbhbhIvjPhMjY31fj/W1oZYUgN9PVZXW+1qTlROjNvKyqIri+rrqv38/X09tr627H3s7Lhj3V0d1tPd6f2lXQcHwT0dRdLoyJDNz834/U9d7A/Xghhp637MyNiwDY4M2OT0hG1ncBfPOBRC9bu5sepQiLK6t8M/YMJvG+9F/oEAwOIdhWv6JrMobm14efbrHzfk1OGzS2a2k3aEZ0dlqPvwIMSEZNvRYfhnD8u0W+XCvjDhiZY5V5yASPzD4egotIF9+gcEeegHMayY3OPAZ/89OTk0T8nEHPcBU4miihyFVewiKEUW7oTBrbAArh6o7z5cljD+iQmkwOxAD2YVFLTCoEWpg5oDIxgVD4oPzYiGsoJ1FFZSWcUxrVBZKVhzCMB+prJKVSZfCiqrGFqh6ABaERSahHsSRjRqK8CVXALlDpgPq7L3vmwkxbVSLCupq+JZAzHWY6WVg6skphXugbikAatil8AYWglWCT4BrdgmJZYCtcfHvBu4AsBIbSVwJWgFjImBlRRXxHYStGroC8o53PAAPriSkQMoGQ+ABGolFE2oqwSwAFUonDge1zPNMAi4AoygzAJKxfAKKCVQlb8sWKX9Oo5yACqAKDAKlR/3Fudk+x9WbNpHK7dSt0SO59yowJRQBUptxVgzTvEYobQiob7CnfSX+ffqa2+42x/xm3CR+8JXfmif+I9ft8zpl+3gj75q3/jej/10f/W3P/NJDHCVe+31AK1+8uxLHoNK0ErQVve9gJCgEJMTePpCmGETeMVzQc6zhlse9xbjxrMpd0EAJfc9cA9FGoly3I/cyzwrPEPcN8zQCLjimQeQAmh5NgC+PGM8b7jo8vzpWeS5pF20k7ZLKSYQRyy7H/zVM644+2WOfaGuwggURqAwAv+QIxB/RPNhrI9mltmHwsrVVgfExyBOxqFv5+MeQ3F0dMQNMgw5DDfBIIxTAR4F+WU/Rh8GnQAVhreOwVjTdgxStgtQUReKElRHxHZiH0YkAIRj5PZG/RyDG8t5cJVz2IObIkHYBwcGbW8fQHXgdQFNmIUNwzKcNxg9GBwYZ7h/YAQLsHjcrfo6V/KgJsMtUOPn45YYGUCBkREM0EofK0E35YAr+uUBeVGZ7WZsemrC6utqz4Er2gSUuNnU7PHCAEQeW+v4LGB+bPQArm633rKqmkqbm51zkIjhTWJsNe5qB+PAGAJicAUCOAKUuI6oOYKbDNcqa2NjI1ZWVuLujZzH4UcS04a4OgRqvn692KEUBr2uIzAT4xjoxLWmHdRPzrXk/hAAUFmUWIwR15V9JCmuiKUEtEJxhVGPWgiDfhClV6LEYhm3RdwCASTEUgJ4EYgc1zsASTaLuxyugvPBTQoXwp1tr5v6gTjEvaquq0ncywKkYCwFaxg72sY1QkEE6KJ9wBjqIgEdSJSjPwAnXPxu377lAAWIgooRcEWcHO4ZYp/xnBH/rKOjzS5desTvp40N4pNt+3UFhHCvM65cM0AfMIXE80JZwI6ggBvmKJQSaAUE6O7pcojBfU1Qc8Yf9ziAC3AYZeD6+qoDlNbWFisuDvF9uG70h/OgEAPaACMBNtxjXFuAGrG8ANU8+5Rl25WrV1xphasg1weo2N3NRAtTtrq6bpOT0z7zXX19o42Ojtvg4LA/65yDdqHWm0PdBWTBNTFx86M9JM7Pc11eXub3682bTT6GtJ/Yb8ASxkJxkVgOYxTuQ94hur48o7wbuOZs5z4GzvLu4Z3AubhPeW4AmWxnLBlH7glgq+JYca2aGpkVss2WFu/6Nd/a3LChoTBjI/t5BgGaPT1dtrFBAHaeke3g0ttyy2fHbL19yyE3qh4AGHCoq7Pdenu6HFih7gFCAZEGB3ptcKDfY27t7R347JbFxSWudOTdzTXDNY/7jHswuNsxjjuuIJqcHLfp6UkDFHG+GPxpDAFH3LvMlsq5XQV3brbGAAgFdvRPk/i+1DZdC/axbXcvQNZdwFAyC672xWW1HNcDZAJc7eVwH2SG233b99lmcymYUpuU63jW6QfnUmKflskpk79N++N6WE5/V6N4hPrdcIAVgS1t573OseT6bQFkeToOboD57oByC/TtzDh4xLn33K2Q8xSCs/9DflX9kut+8ukX3B0OlQbgCmhFwn1IboLkQAZcBgEMGMmoPDCccXWS25IUVhjTnh7/UTpzYHANDLOkKfC0lCax0soN9s9/2+PnCFoptk4clB03QYzqdMbARFkVgyqMdxRWscoKgxxIhcpKKVZXAXQw9km4BwJHUnVVEnQd+AQAEJSK1VPAKECK9hHzSknHsJ+E0krwilzQSzluW4AEKYcAVlqWqyDrgEQUSJpND5dOQJUUdOwj9hHXlXOiNgPmoMDiXFxXXMkAWCitUD8Bk4BFbAdoodACiuTDKIEscoAU+5UAVfF2rQtE4f5HvCugKOdCYQUgQ1VFQj1EWbbTBuzyE4sAACAASURBVAAaaiviZQHdADC6VqjkAJLASYANajvNVsjsem+9FYKie/72z10J9V4eJeATyilgFaAGEIQ7Jn2mXcA+AA+wDAjMvYsS8QdPPOOnAVyRnn3uZVcn+r3/peASyD3vSqovfCeFVLHakLpIArks8ywQFwtATH8ZR8aJBKhEJch19hhnu1/0e4R7ADDJfUR8KsAT9zLlUbhxzbmfuF85nmMVqJ2+4TqI4lEAi+eSdjIeKK7oBwALJSWKLvpa+CuMQGEECiPwII0AH8T6oNZHtW9L/ot8lCitcBf0eFfughGgDkYNaoy6unpXXGG8YZATDwkggeIquKTN28HBoQMl9mPg1dc3uDuNjgGcYNRitGHg4k4F8CCldTU0+LGCTRjNQAyOwXiPIYzUWxjfGLEeNyW76wHPa6qqbaB/wNvKMezHaENBhRFKG1FcYZAAE9rbWq2muspBA+ekzbhnVQGXJsZt/+DA3fZOjoPiKlZe7e/vusHX0FBrvX1JWxLFGGOCEYzBj5Hr7d/LuhHa3NjoMV/o/14SPwogQWyw9tY2j2FDQN+To2DAcO3i64chPzg8YDV1wY2T8aRfAS4GuKfxAgRikDc2Nfk1w9DmuuKKRGwbXFaoD0BFAsQJXAE92IdRyMyJ5ASix5WPsUS5Qh84L6Clra3djWX6y3kErmgfy1wLygI3gAZSXHFPCUZwzQEXgCEAVRY30N2c9Q0OOJAaGhkObn7ZjHX39rqKChUW0EqKlUevXLKm5mY34FH54D41OTlj14pCjCvUUoJfzJzHLITVdbXuegeMoY2AIQCF1GXAmq3tbVd8Ub6uod66entseGzUaBNuirgscg8x3vQDoNPQUOfXHCCAwQ+4vH69yEpLr7sSCtcj4p8x7gAjFDDc10E5N+aQCPDAWJG4jlIoAp1QI+JChzEtyKBrSb2jo8NWW1Pjs8IRLLuvt89WV4BUa97Gqupqa2hodNcwzl1ZWW5DQwMOpRgH+g1YLiu74de2ufmmzc8HkAecq60N1xH4g/KPemk78b0Ihs9YMfMfcJDZ9yoqqqy/f9BWVtY8r62tt/r6Jo8bxf2IchBwxDlx4+L+0/1Jzn3isyj6Pbfpqh8gT3NTg+G2xjJqJ8YbKCFwFQAFUDEEKaftjCtqUnLeT1w73jXj4xP+DgCM8Vxyj6+urvk7AldNyrBd7wvgIdt4rgBUKK5Q/Oj8tJtngGvF8SSgZQzlUC4SdH1zfeP/Y+8+nDXJzvu+/zcuucolJ8kuSw4KLluWLdkyJUoisDu7s7uTc84555zjnRvmzswuAEokqFKJSUwqiqQkghRBgCSYkMMC2EUGjuvzdP/e2/NidgGSELUrv7fq1Ok+ffrk7tvP932e55TW0H3myz0gUg7YFPjpOP3KvDPNm57mP2qu1v2iRS8WMNdGz6n3gXfe7HSnkef/gHuzVkB46ydwqK71GnzJ65oyXBMLuZb0+v/S/99xnDyJc308f871Q/mpI+1wfbx9uScaV8DV/CzzwYUfJobtkz/1p22pJ2VFEyrjkHT5co+0QKYAp8R5Vw/j/GCUOPfKM2xP7un+x3j3d07XP8Ap+0jrqnfQ3vu2KmjV7zxI62piKvhu+kJrrQRMcIZjdqAj4IqAS/MF1PihZXcKYoFXAjBBOwYwITjTOhlqWsU0MFpWMQ0MsBr5wul9WRF8I7yLCdWEdGZJgVaE5ThmJ0AP/VuBFIDVEFQRuoWhSSCwAVYBVeBVAvhBUE8MWNmNL46/CffRngKcQCZBOhgFBkl3PtSsCrCqeGBS+CxIpYwAq5HJ29kPlsYQSEhzaAiunAsAFq2ZEbTa92r5ImMmBqaAWGIATBotLCBLH40bICF2P42d/+J/O1aQCAhhZmie+Un6S3/ndPmgMvcAFGAjBEzR2AmwkuZYLG+ACuDJj5UymR66bn2J1Q1KgVXu+eGVdwu2AUHGBjw0XzSFzD9wY60AQNaVNQbk0O5jnmpdAqnWpfChD3+8IOtv/c4nm0Bb0O57X/nq19vXv/Gtt31qf/HXPlbj9Lu//9mCMX/8ydcL+oFs/IWBfUxojSUIpC9AsOeCL7jXv/iV2smPk3YbGmivNQ/YBlBFsyprP+t//BnQb8+CMQCJPGuOPbfMAI0xIOhZBmFpTRk7a4omFYgLWAJS0oEqoM3809ijtWateyd4TuS3PtwjAJ7qo/lI+wpE08ZoXwFYzIc/1e9c+LYDO7k4GYHJCExG4B02Avnozsfx8OOaSeCjuZkCVjStytcVDaz57mOaYHTq1MkSTPk9Ajhmy3F6txtWaVytXj3yl0IwIhTyBcJHDv8pd+925mrR+AFx+HsCMcoXzyxwdadt2dztBnih39WN42EAKeAKqCJEEyAFIIpZGk0mgrVrtJROnzzZVi5fXv61qo7e549y161bW+UBa3zHMCWiPUAzYt3aNe3Y8WPly4dfky1bNpdmzf5DB9qNm90OVBE6xK+92pkOAldxYu+ekydOlN8iwuLVq1cKMGzcuKHSHj3iRHiqTJl2bN/WdmzbVlpQt27drHjnrp2Nr6ydHAJfu17mj/yjEGIINOo1f+aUsAl4bNq8oW3auLG0vS5dutiuXrlSZdF4osHB35bygQ7jpW8E/9u3bxWooEFy5szpMlXroMD9AnFlNrR9azt37kw7f/5sO3fmTLt35075/9K+xS++2Hbv3lUaMXzI8MNjfXCADmbyW2P+aQgdPXqkHBvTaDEuwBAwyNeOfKCBObR2Ct6VX6kXm/EAlfj9uXb9WjlV549n05ZN7fiJ4+3OvTvt/MXz5TR81drV5UNp+87tbf3G9W3dhnXlDHzTps3t7Nlz7fLlK23Llq3txZcWF8A8dPhwB7qYvO7cUX65gE1QVVv0RbutV+00TtacfoJe+w7sq3ppXi1bsawtX7m8tIr4J5LHc+MZKPOsDevasSOHCjxYK7RsaNsIO3dub5cuMe+i0XOl1iJtnc2bNpXGEU0obdEmZRrzbVu3lt+s7du3tTM9KBs6ICdgE7qtEVoyZ86cakcOH2rHjx1r/KrVjpp3O59bAKL593zT3AHPmM3SACpfUGUyebv8/YAx2kP7jB8p10Eqa8paF4OV8pjXNWvXFHy0A6Jg90JA6OWXX2kbNmwsTTGw89Kly+Xv6ubNTovr5s0b9bxYJ7UjYA9TYsrqvQHyFKilfUVj7c6teq74GQKsAjhqHHqNmu5d2PlX8gws+AADwzqfVPrkHads758uPXB24Z5qw8iPmOtdm5SbstWtzryDY1Krjmp/rw1m7s1V1VuAuCsLwEk/zGnmNWkpVzrAXH2lcTT7sJ08ebq98MKLBafNTd63XT0d5Hz6/j6tB03D+hzLG2iTWFpC8ozn877K/x5x3l9J817L/6SUm2spM20Z1pW8C2m0ruLzqvNnlbYM86b+3JdzdaQd4rQh+Zzneq4lLf8X0pfAp2G6tNKgikngoDz5hPwg8njw/+U1mleAFYAlvYdX4gSmgo8f0daidTUBV++wT7Dv3RyCNIEWuIp/K3CDNgnnztG64iuHZgxwJS2wAVQBDAjpzINoWgVc/eKv/l4J6XG+HrMoAjehnfBOcC+h/ecWfOYQ3gnEgVaEdYGwTOMDIBiCq2hd0TyJhtU4tIrjdfAjPqyiaRWtnThgj1lgwBRBPlpSw3ioaQVggVYxx3LveEg5gVRDk8BAKzHH49G0AqfAm6GGFdiQc9dAEw7OzaEAVoFUNOj4s5IGTKgP5DK3QIdzIC++jPSbpl20nsw5kz0aRXYcDGwKoAqcCsCyJgKwwKpyyP6PLha4Aqg4Y6cppW5t0mZttO60Lw7XmbBxCA6CAFJ8o1lTAj9qNPxiiho4BVYFWOWa82j+WZvSSzuwv5+2oA0G/t1vfbyA0rMAluvGDLT50pe/Wrtq/vQvfbTm1i58IBwNMP3Tbs+ScQKPrHPgymYG6tUGz0q0k4A3gEoIsLLuASFrH6DK2hcH3Ganv3p2fu7DBZKMXzTSzAdYCdSCTqU19WO/VhqKAK85BwCBXustTu2ZW0ZTkFkpmOt5AX/dp5whvApA1E6Bjyt9/fzrE79W3/vNO8kxGYHJCLwTR8AHeT608xGeD3DnTAVL06p30m5HIvldA3Y4AAcxCNgEYAIiQZGfJr5VVq5YVjsPgiiEIhoEtDWYQW3ZsrHMzjoTpOslsPPrExMYZdEcAEU2rNtQ2kYH9u0vh+g0D+y4xHRu3dp1bf+BA2V+RqAk0MaEMOZ9hH6mQcq2A9WO7VtL60IdBDqAiqmNnZ9cA6sI6nywMLfZvHlj27Zja9t7YG/Fu/bsbHv27Go7dmwrrZh79+4UrIowkthYKZ8JzaGD+6tsvl6UbbcpJkvMfIbCkPHju0Zbt23bPDJv4lPq4MH9ZVpmN8eLF893Pk/GzAXNjTqVQ3tHPVu3bKq69I1pmjkwFzdvXi/TIr5tdmzbUmNknsAS+WJexUxIfnCA6ZK+076Rh++lY0cPl0+bI4cPlmbLtq2bSlNN3WdPn6x5NJe0TPjNke5+5a/fsK7GxThoNzMkJk/avGfXjoI6maeTJ4/XmDOb0wbt1Cbtk7Z//94aI6ZN9wGL+3faydMn2s7dO9qOXdtrLQIv7jOGNGCYc4EtAJnzkydOjkwZXaN5Ey0a8K8z27Jb4fmq17pXv7F0TbCm1cEfFdNKfZNGw8n1O3duFVjkG8jai78dc2Z8R+HOrX63yamaT2Dr5o0OqEZjxz00bQRQxljFpCv+m0DmPN9Dgd94D/1e1XkPTFKueUvIddeSNop7wAK0CAtlT3U+k/rrxv3559/bjhw9VHCQmSdTSj7Ajp84Vtd2797ZPFPGaqh1xKda6tOnudkFTTL9Uqc4x87lc4+4u+fpfG81LsoY3puyk5YxyHnaKvYMFQTSpmgt9fUP26DuoQZRtXegLZU6tSXPddLEbxeG9WQ8ZqYejN6bLy9e3JYueaXt2LG11qZ2Au0Zj2GcOvPud234f0P5QtKG77PkTXkpI3nFz8qfNHGOc++z0nJtPFbv8H7X53uN4uQdb1v6k7YP+1b3DyCbPIFS4/WkneLAKf8bkh4g9b7XnhSYkp4fIhy77keQ/D/x44bwhD9FkKv8Yz1sjx7P17E0Owu+KvS7DL72ms1C5p/6cWNiKvhO/Bp7izYRNAELsGPZjke1oyDn2ALtEbABwAjAAq4ArARCOqEZYChw1ZsH0rYKsCLAj0K/Y1pMowjthHUxgBUBPpomEd4J7QT2p8BVL4wzCSv/Vu9b0Lp6K3AVWAVeVehNA2MWSGAvralem6rgU28iOIRWjgEoAZAah1TOYxoolmccXIEG4BFwIM550sCr8tt07idG2lbxb5UYuDL+NHwEoAq0CLhiMuhcAGDUoUxmY3waccguDcygnWNM5DXPtHfEAt9SwAggFVA1jB2DVq67j7aesrWT9g74AXqAjuZyqGFnbYCc1gywE0iV82jsuSaAUdGkKjjVQ6khOA1ApYGVoFzH8jlWZ2n/9Tv6AUof+dhnyn+Vx+XLb36tgA3Nswv3fqb8WFmn7gP7aKXxA/YX/uaR8hUWzSNAyzhYk/EDpz6O1IfAVlnxGeXeAKvAKuMkBAyBWcnnXs+KcwDJmvEMe1Y5s6cxae4BTmaN1r050Cb3cOzOQfyrH/w3pXllDcgHvNE25NdNDF5ZE8CvZypmmMoxBgCy8sBF8NqOiZO/yQhMRmAyAu/WEciHuY9kx/mgFs8XuJotcBV4leuEtpMnjhUsIGTSEjl69HAJ4bdvXm8ABjhz9Agzm8MlpBOKCO8ADHBCoCf0E9KvXLlU2hzMloANkCnC+PlzZ9vpk6cq0AahbXTvzt126cLFSrOzH/BA64TmVmADrR2aRcxvCPKXL10oICTmtBggIdASSsTOOQoWgDdAwTUwwD2nTp8owfr8hXPt3v07pQFz4cK5Ahbz83MjLasIIxE2CDrKB8GUY9zUASppF4FG3ghRhERQAuwAagQQBPS4ceNajZlz4+O+YX05N5fpF8CoLH0S3AsKlDbYnVvVb30F19QLOpgnjsEBP3XyfUOwFQK8Am5ASf2zJpRhHMET/VWudmoLQVoegeYLgGT83B8wpe/yu1db5FV2wYFpu/914Ef7HUcbBSxIKGhiTsG7aTsD3m137t6uPiSPewXaL6WNN/CLlLSkR4vPTo6lZdQDmIBY9RkTQfk5Tpw0cdqbe6QFHOlj+qlseZI/gCLj/NS4DHwSxal0yhIbe8GayLrIWnOu7ORX/rCuak/Gv69nWLdy5Xdfhd5J+tPt7sBR3Tc9Vc8+M8gNG9aVPzIO2vkio9nGRFK69Wf8MscZC2llntq3Kf1Lm9MXcfqcNO1Le5M/5+KEXBvG6nGePDlPWkBV2vksaJW6ck/KEmduhnU6Vk+uZe6SP9dzT9KTL3HS5+wiOfVg9N48c+p0O3v2VL0PrMPyHdUDqfw/+K4yBm21hoZB3pw7FlLOMD3/Q3JN7B0oyKe90rzLkubctZTpPGnSx4/Hrw/zpIyUl7YOzx1rhzjH8jlOXYlT3vA890lLH6SlT9JzzXXpOQ+4khYtq1wvcNXDKv9zBPAq4cmTBWAVp+zAVzSAU9cEXL2Lvtj+8ONfKAEVrAAzOL1evHm2oBVwRQCmhcPvERgBYAVa8XfFNxETL5ozhHJaLdGSAa6YckVYp2ElgFbABVBFAI+5EQE4gRBPYCe4R9OKgC4Qlmm3EJzBEOAq8GpoMjg0E4zG1RBWRdOKgE5gJ7jHrC+wKRoogU5DYMXkz3kAVeBUIFbKkCd5xdG4CqgCrhznnOaRID3O2cXjAdhirklzKeCKJpO5NB/gFZgRrSvpzATVrx3uo1VnXmlB0e4CQIAt/o445ze/zPYEmljM4ECqmAtGyyoaVjSqjKM5M8egFGDTmfMx6eu08LJGCiTxidbDJOuH43KaVI4BqGhOieNHLWkBVIkDp8Qp03HSA7GAFuuTlhAAZJ1ZS9aXtWUnQqZ0xgi8ZSL3xS9/pX37298p7SymeP/5/3qkwJWYfzDACgD1fPwPf+9szR8/VzS7gDbtCSyL1tUQ1uZZAKiGQCvPhFiexIFX2mytf/T3P9Pe/8/+XYEm2lbarCzPCe0smmV/8PHPt298c8E08utf/1b7pV/9vQKXADZgxcQQyBSUk2dHrB7wynOmfvP44d/5VHvjza+/i956k6ZORmAyApMRePYIRKjJR3k+zOMAl2P2BPAKzHIPgQpYADQCEUoIJ8j21wiKhNUIRcok2JUDYIJgNBF6TSzXwJT6OO8/7O0+ZYv08k0y97Bzgj7/qNvifJaTXQKGD/hHbX5+vsAVeEXzimmiNIFWw3D3pwgRhAXH+jQuALpmXKSnz/pdWgk0qXoNBe0lOBAuhmEosKgjYxyhN2M9FFDG71FX6jN+jiOwqPe1156MfpEn5ETQUU7KUq/2J9Tc9kJPlT0mcI7XKf94kGe2N0lMGRkr45U69THjq98FN3q/PAFhVfagjcNy3Jvxtz6GgCDHgQQcN6fMWltjIKjq7yFT55trAVoFUoFWTMCme3OwrKPAKyZfs7R85mZGgEr92gaqjMfSrH9xB106TZz0Jdey9rI2Umb6lrnLGCY2no7HzzNm7jOemY/MTdISy5c2ODbuuSd1J1aX4/F79Wm4U2HmIG1Jn4FQmppr1q4u5+yr164ps0q7OdIoBLIzXsanyu0hnv4qL21IO1NH2jjsi7ThuXuH+YfH6VP67lryp87UMSq3fw+Yq4R6Jvp3hOfEWOS+lJ1z8bPSpOfZybHzvLOGbc39yZ/z7yp7pvND573J9HC0vqyRtyg7ZaS+YRscS0+bci4t+XI8fn/uEY8H9+b+Z11LWuUZtNv5sL6Mm3fh8J5hW4Z15d68Pxfydc/QsE0pO3mUP7w+fpxzZef/RI5TnzxCzuVznPc6jar6X9PH48fd/yFaW+rwYwqQ9TQAU9YEXD37e+gdmcoXDWEb8GCyFTNB5mSglQBkie0AR0sH7CDMMyNjEkUjB9CQj0YUqEBAByxotABX0bCKeZM42lXRNGEeBlaJhUArgjlNnVc/2O0mSCAnjHPODjYEXtECGQdXBO+h8B2NK5ok0bICKApaDbSkApsAnrcKAFW0s0Ar50PANX5foNcQUkXbCjBKkPasMARXoFXAFY0rgCXaVuYSsKJxMwRXQBYgJb+2aDuNLen8mJlL82ueQRjnMQuUZn45aAepkg5i5RwQM9fgUPybiUGiaEsVUOrNScGmwCXHQFXBKianH+qB1SBO/hG0GpimqnNYtuME11K/9oBo0bSyDq05a4vGmbmx9jkrB+ese5qIxv7Hf/rf146Bu07+WIGq/+yvH2p/4W8cLgf2jmmlGXtjA+aCW9oQGGccPBcBZiBuAO4Q4o6eh95kEHwawizXwauYFQK57vf3ndaanUL51eIMHmj7xvfw4eU+Tuc9r4HATAw9X54zIC+acp5vz61x/KNPvN6+/MbX3pHvtUmjJiMwGYHJCPxpRiAf6mIf3vkIT1x+rXoH7fxcPeyFrOQl2BF4CGqASsrJB7g010po8It6zvvjQJhRGYSQgaPxEgbm5hpH5J0z8se1m96rj590EOvhozrnYPzx48ft8eMOYPGHZLc/0OrR40ejdlV5vWAQoUAa4aDaOHac/BEmInA4HwGr3mwj4GgkZAx+MU/5YmUoN/UnLfcN25HxUZfgnHDimBCTe5Q1rD/pyjIn1f4IiI8edkJqyuwFv7RH3oJJfazOnDtOOzLnGaNxATf1Kq/KDEBh4tQL+5n3EvT76+5TVkKBhaQFAvR5laMMcfLV8eD+alfgRQ9Lk2cBSHW+0cqPUO8nDbQKuJqrTQcAiE7YJ/AHqET4D5hJHIgxytdDT3UP7wFjtFH7C+yN4NoAhKT9YxDVPYCKEIhV45Dx6OPxMc3cZIyHsfuH+R2PB/mHc+pYWvqc/g3LrTLnOAifKlNJGn38Wl24eKF8lDEVjEbbEFiBWJkv5aVt6ecwzbW0y/W6L+utXxPj/at8A22q6kcPtwKtkid1iwXp8qun1vDg2Umb69qg3Wmf+xKkDdOV7bnKdbG05BnmHx6nXcmXuut+Ts1rV70FeJW1mva7L89z3h2p13lCyk99w3vSnuStPAOH6vNzC1Aq5Yzfk/NhnPJyj3NlZ2zErokT3qrtw3If2l12thtb6SlXmh886h3Vj3/l7ec+9WYMUlfK9j4Vhu2u93YPo/I/wbvacYX+3e6enOe9PCqvf28PIZZjZb9aZoXuFeLTasFMMHVNwNWf5mvpP9I9hFsAA8wYB1c0rRJo0oAXYqZT0gn30gpkrbpXAju4ASQNAQHtEoJ1tEsIvo4J34Rw4GDow4e2zlDLClQYaVkNoFXAFWE7fq6Aq/i6oh0yDq0AKxpWMYeiZTKET9GaAp2GoAmUEaRFw6o0q252JoHui4bVEFhFuylpzofgimZVgFXiaFxF6yoQCzxxLC5TQSaE536i4BM/V+ZwqF1V8ArA6h20RxOLCZ982kvTTHv4KqNxFw2smP3FkTrzP+aj5tyx64FWtK6MM00pwGlc+wm4AZsCpp51Lm2kZdWDq5QTYJX7cq7MEcTqYRhQFK2qxIBRB40681VaYFmT1h0oA1rRKAKtQLzSVtv3amkeMrEUjBtH5jTU/uLfOl4aV3ZdBK+AK47aPR+gLv9extJaTz9oJwFX0TwcwlvPQgGqHtoOnwkAV9DWgF3PjeA5AZz+4ONf+IG8Qb70xtcKSNHO+pVf/4P2yz14+42PfLLg1ue+8Gbt0PgDqWxSyGQEJiMwGYF32Ajk4zsf28OPbB/i+YgXB4YM8+ZDP3E+skcf3j0Qyof5MF1a8ue6OoZ1Vf75+Q5O1S56/HU8fgpi1XkPgpSXOh7Nd8JAffADWyDWw64sPj9St/y5Z7wd+pV25qM/95X5xcAMw/WYZLz/fa/WePFdIm28jIxX0uWpdg6EmrRlGBNOul/V59v7njxurz3u4NWw7vFy0rfEqTPlDvvl3nLKH8FpMEeuyasc60asHxmjlOc8Qpw8yZe0XB9feykr6cnvXBjel7xP5SFQjoGDYVnyJqTMinsAEThRMGIsr/u6exbMxaTlHtcCMYawY+G+rg913muqBWwM7+3qWBC8nY+XkTpTX/KM5xs/H+ZzLfOSOqUJw/L1JenD+8fvGeZJvuTJuTlzrPyMUYGTASR6FnzLOInVMyw3x1kbiZMvQGZYRtojj/xPXdP/HkTl3rRZu1Nuykj90sevPSst9+WaOOMyXtawL5kr+R2Lkz9xykwddb/nswfPNmIAYKORGghrDvS1np2+Pe5NPeLx+tO2pDvv7gHXgfXuB4SqcwYYmqswP9v9CMFRuvDQDn/A0WA9pu6UKfZuSXsq76OHBQozR6P29z+iyOO+lJv7kzZPe/ihH2I6rV0/cmTc3FNBm/344QebR92uuEA37cyMI63ewG9lDsej3qP9jw15L+WHB+9wx96paZt786OAOO96eYdhvAz35/9O4u7/wcKmHfLk/e14Aq7eYR9ib9ecb37z2+383Z+pHcVo4zAVJLyDU4TwACtCuEAj50fWTJUfnaTxqUNDJ/6w+P4BhphhMRWkVUJYH5oEOqZVRRgnfEerCkQYhqe0rHqfVtGyiqbVCFwNfFw9C1oxgaJlxRwKwBIcB14NwROYE1gV6BRgNdSqArKE5BGPw6pcS3kBV28VDwHWEFqNgytO2gXwSpydBpkPCmAU4MI8ENgSgJeYFoJXjvUfwALD5JHOdBCkMqfmk/lbzAaBKlpFNJLExtpOcjHjA7AClRzHH1Vi+YYhQKsgVKDVIE568gWOJT2aVQFEOR+CKyA1ZnrWpTUJFgFCNPg4Kqd1Z70DuEwvgTyQisYVs1K+uowpaEvLkPYZzSoBqALyjC9QCO4ZH2PjGQCXaFrFbDbQKs9EnoVoPw/viQAAIABJREFUGdJs8kzkucixZwW8kk+acpgifuvbdK0mf5MRmIzAZAQmI/BnGQG72OWDvT6ce6EoQkPSEg8/tH3c+wiW13XHYueOc55rSVPGsLx8UPvYzrWAHGYOTx4/ak/mO2AFUgmP5ztNK5pXrz15MhIA0j5xjtUr3/xcB60ezwNJ3XV1DkPl7dvhOOV08YIg4Hx4X861WxiCq2G+HKfc5B+P5asyx8wPK73X8Hr/q08KXqXMlJG2SP/uPiwISulr7k+bxudGurzDkDkVD+db3qyH8XJyLrZ25EuQpnznz7pWa3Sk9dAJlsPyqsweWkWYdc9wbads5Sc9x4FAD+cWANlC/mi7PC0Muz7XO8hWXspIvc6HsOOpuoaApM+XvAv1LtSX9iZOXcpMuak3eXIt15Vbbe7H0ZjlfPyenNe49jBrWF7KGqal/rQtZTt3nHYkBq9Kw6w3d0yd8qcMWkwJ5rXmdkyjJuUNY8dVBo2ofqxTTtopT93jep8HxCmQ09db2jYpa1Bv+qMOZeQ8x+n78Nyx8RzW7zxjPEyXN+ORPIlTV/KLnxqzamcPX0bQqtMWLLNpu7tWeBra6auyE9IubRmGXJeWY3nruOqj0dmF0lgMHOpB0Ahi1S5/3hcL7wPleA+kvLzLxLlWbekBlTml3Rcw9Kw5dl9C14/pVlpfff0L8OrpflY7+7GyU6hdT48eOVo+FAErO2Ta0GHfvn3typUrBeDmHw7K6N9HaVtibQSfCk4Zt35d1Puv10iWN7AqMKs0bF99PLo3WlYZozh4V874Oz15xMIEXP1Zvpr+nO9lSnRz7hdKW4dfJEI6zRomUgT0gKuYCIoDqgKwnAMcAvNBvpGADvCEHxxmWcAVLasCVr3pU4T0COfRqmKalDA0CxxqWMWkiaaVEDNBuwqCBbRn4puHrx67ozETBCCibQXWxBn7EEYNtaJAqfJ71Ttoly8gKtBqHFy5nmvJG2iV+K2g1TB9HGAFXIFZYJUQk8E4a08cqDWEWSBWAa0T/7QgF2gFwJg39fL/pb0cegd+uV+Z6gS0aNQBWKAMOGM87JzH2bcd/zjoBpRAKnCqdgHsdwK0s158PQU+jWtPuTdAKuaCdc6ssDctlA5O1flA02p4HmjFRLCDVp2JIIgEXAE+NJaAU2vMugHwgFugjk83/tyYQTo2n7SyOCi3lqwJmnrWT2AosGkcPT9MZ/kEM2aglOeg6u01D0vDqteu0oYhqBrC2jwHno0AXccFrf7lb9VYPWs3xD/n18ikuskITEZgMgL/SYxAhKNxwWRcKIkwkTiCQAQX6ePXkseHsmv5aJae42EMvPjglvZ0/KhgVcwDA65oTwVc5UM98bDcKq83LQz4evXJ45GpXeqST39y3oGgDv5IS/vSfucRFlJf8kmPtpV81YYBJEt+ccpNrIzheA3TyxTkyaMq+/3qf9KNmXvGQ+5L3cM6n5U2rNNxznOcfqec4XXXhvkcj6dZU0k3zs7lST6x9KSJh+sw+Yf3DuuMYFjx4N6U5z4hAn/KTjwsd7wt8iSkjJwHGhQo6aFQygpUSJ31vPVCd2CJcqQP75E2fp58VcYAbDgftWHgv2lYRsoSD8Ozysz14f2OBfUk3Ripezzkunj82rCt0bpK210b3lPHPZgAJwj8Q3A1rCf3KTN1Du+3JgI5Mk+jfAOtq+QL/AwsU1bqSDuTljhjk7UzzGdMrVVx8ud62pHzYT3DtNwn7uaoi9WXutN/Jt2BOOmD+OHDTnMIeAGVjCtQJ289N30/h+1Me7o6F57PhXZ0aXW9B1fRRCrtrrm5NvVgql2/caNdvnqlPZiaKpNFYIjW1aPSflpYl/rjHaO84fMtPaHaOoBXo7XR96PGrV9PGbf0yVgFXAVaaYd7hmujtMJs9nHnTtu5Z1dbtnxZW7FiRUEqO9eePHmyrVmzpj333HPt5KlTbX6e9tgCLM9aGkGq3kQ785Lx1qf0U17puefh/ILGHJAVWBWoJX6t/99UP/D0/zvzf0m5+b/gOO/9Cbh6l32+PfnxXyuNKz55hhpX0boCq6JpRbMqgUCfIC1OvIEQ8IoGivKY70XThAAfk6hokRDEC1D1ZoD86iQEVkW7KpCKDx6wSgwoMA8EFZisAVXxZQXGjI6nf760rIArkAJ0EECIgKvEAA4QUWaEPbRiGhgglVj+Z4VcV84QhA3B1J/0eBxkxaSwTAd7kFXgarALYQBWaWad/WBBKTCKbytptOZoC4E0tIWMh7HRNtflBa2kAzbAn/n9y3/3dJnOAVXA1W9+5JMFreJYHbCyQx9tIMDqQx/+eMWu28nyd37/s7XjnjyOf/cPPlux41yzI1+OaXQJnJ2DVkz/lAVWAVPO48cqsfRoWvFrlc0C4hgdPLIGrT1rh0YVYGcsmEJawzYgEDwb1lJMUcXAqHECfD0rzGYDFMvv2z+6WHNv7aoDoLL+Yx471DQcPQPP8N0WDUPPguDZAINpoDH1nfxNRmAyApMRmIzAD2YEIpT4aI+QJI6QEuHBx3UJKmO/iDPHizCRj+/EXfoCsAJShHxM59yHdT6oA1sW8rj2qAdUr1Y8BFiOaV8Fpigr5aasrvxOU0v+uv8xn1gDp7f9B796lSXO/Wlbyh6vS/ow5L5hO8aPuzZ1gG4IuJKeOt0X7S0CStU9AFe0ruKgfbwN8ro/ZelTxjV5cy31DtNzTRnS3RshyzXniVP2+PWsjaynXJc/a2u8XHmG+R1be+Nljdc5EvZ6gbYEwB7U1Nrty0l5We9p07BeeXLu3mFwLfeKhUCYpCd/rj8V9wAmQMG11Jd8uX/YBkJ1wjBfjsWupy2OlSM9sXqGIempz7XMR/INyx8eu+4+9dGcSn25TzzMnzoSyz+8nvyuS3ddGPnL6qHEMJ/jYXlpQ9JAguH9BQ0GsK3y96AgQCHzknj8nrRZHal/mDY8zvW0J/dIz7Vhm90rz7CMHA/v6UzdFuZSGWdOnWwXL5yt+ahy+udAP/RBDCTRugJeLly40M6dO1O7h6av6s6aU0baOGy34y7MjsyK5av8/k/YDAMYm6EtN9fuPbjfDh451Fat6ZzxX792vc32vrbmZpgQ9tpxfd+VpQ1pR9qQdHEAz7Bv6WPN99jaqvEYrKuHTCZnF8wV57S1xqkb/+pfb954f2qq3bh1s+3atastWbKkXbt2rcwFbeJw6NChtmjRooJYzAfnZheeUW0ctjNt1c6k60vG2XNXa61f5wW2es0rP1gMYVVpYT3qxijv7LzD878m72/lOs65eAKufjDfT39upRCCmUDx6zMEV/FjBW5EuwqgisaVY+AKsBLTVHEsFuLc2zE4BFhx0k7rihAPGowE9t4MEJiKoJ6YdhVIFWg1Ala9M/YhtAJXhtpVzAGZCAIu8W/FPJC2FUDDMbugfTEFdDwCVj20ci2AynH5t7rxk6M49yZOXuBqHFB9L5D1VlpZwFVg1RBiScs5yBTNLNpYASmOXas05oVnP1jHzOKAGXMJToIvW4/9aI1FABYNLOtDHdIAHZpItJY+9kefL5gEXCXYqRJ0+vTn3qjd5r7y1W+UXyRmqW985evN+We/8GYXPv9G++zn32h8Jwmf/cLCcXf+Zvvc62+2z3z+jfaZz325ffLTX2q//8efb3/0yddrh7yP/v5nC2gBZTSxAKxoWCVmIjgEVyCqtgNX1qE1CEQBVwITwWiU0Sr7W4uulcmgdPNOo49pobzm11qRFshqnI0nCAbI/fK//f1a0yAr6DTUqAqMirlr1joYW6Ff445dc682g3hf/doEWv25vSQnFU1GYDIC/78YAaYN+aiPQEIQLeHg4WzjkP3VR/PtUb+74Lhj3cCDhXi+PXlEQ+pR71DdL+qdL5FHD5nsPS6BxMeze/LRnY/r+vjuHc36dTm/MnfwZEG7qPs4B6EWNKHyYe7ak8dAVaep5XgErHozQ+3o8j1t8qf+9GWekDfXmRnKn7Z2belgVY7FKW+Ylja5N+kpZ5g2vOZYiNbWEGzlWuL3vfq4faA3GXzf40ed36vXFtqijrRBnGP353iYR/rwPG2UN3PUmVkSpB63x0+YrixoZ0XgzBg6dyxOGcO0YX7H1l3yuS/rMPms0aSlDufD61nP0of5nUdITF25N3mlp97kyXOReJg+O9PteNk5ve52wAQRlJcyc1/iggS9YD3Mo21pe/Lm+vi1nCcmrNdxrxXlWBli7anYccGLBeAhz7CtORYP+zlenndEhGzl09oJIBoK6Lkv/Ui/xFXGoM9gTPIrs9o91odcFwvJl1i5jodt0Z4aH2UNoOEwz6gvBS8W8skzymcc+zLEwMKwPO2pfmbdDcY2bR32v+7t52bq/r128viJCtNTUyPfS+DP7HTvVL3fLKDbMKDzVQVEgUNnzp5py5YuaYcPHahxyTyqL2OvDfLz0XT8+PG2bt26tnTpknbq1Mny06Rc4SHTvTL1Mx/f/f9BORXmrDHwiq+qzoeV5yAmdtGoAsnOnTvXNm7cWOCnM6vrdn6dmZ6u9vAT1dUpHWT77k0/0hf96cagaycQ5x794tzfzp8z087t/DndHjxgCjrXZu1qOzPdHtgZtPx96V9XVvmpmp1pM3OzbVr9c7TRtKOL7Ta6devWEbgC3uQ5ePhQe+7559upM6e7vFMP2nQf9C33iwW+v8wX6HX37t1qa/nXqo1EaH0xP/ZsdO8V71rPid15jXneT/Xuq3eyzTrm2uMnc+3Jq/PtyatPQ6q85/OuFHu/TsDVu+zzjsYM+MF5N+GcjysmYR246pyvj8OrQCvaN9G0SsxcUOAfKJpXNFiAMZotwFW0TgjiEdYDp5yDVkCVY3GE+GhYjQT73q9VNK1oW9GMAaoCq5hyCTStAqxoEPFpBDoUpOp3FAScnLuea3V9oHUFbD0VxnYTjLaVeFzjKlDq7eIh6AqQGqYN75XuXDzM6xhAEQK7EsvrWEyrii8rjsdBS/P695bcLjjJV5P79UF+0MtOhXw6GdtAK1pVnIPThvr0Z79cYOpb3/r2n/op+M7AXdN3vvOd9qU3vtreePNrFX/xy19tn/7cl9vrX/pKga5PffZLdW5XPDCLhpb20MQCrAKtgCt+ppgKAld8XEX7qZyzv/9flwYVAKWvMYm0U+Bf/aHzpYHFfNa6sE6tz4Ak2lTWpTWWcbo89XPtt37n06Mx+O3f/XSZyjJJtFaBL2tYfYLnQuy64HwYMyVkasts8vOvvzkqd3IwGYHJCExGYDICP7gR8FFM0CMUlGAziOsj2S++c7PN7oKvAhQDcy4fwfIENIjLIfp8B634lIpfqThFpx1F8HjyuIMd+aB2L0giBFbFLC7wJNef9Nt7D9NjGpE8AVWlXdX7xVo4tiNhV1fqFQv1Yc+vVsE67e/AFRPDQJ1RHQMYFcgUQWGYJ2WPx8M8KTuCRa6lXOfJk2PnNK4+8ORJe/+Tx+39NNOAxh4+JZ94WPcw3fHwujKF7xrPPp9r3fw8KXD15Im4Kz9tz5wmjrClHmnOhQjXWUNJH5aTfBH43ZN8uZZz15IvDuaH+VNfBGBxysh9yfN2cfKW8E5T46md2mij9IJ9BPwBPMozlmdOWUmr8vp7UkfakWtJzz25H5yx+175ZxporiRfwZsBlMl94oyBvOqT9qxYvrRDrK7bt2+2K1cutYsXz7e7d28XGEsbCvIM+uMe/Ran/mF5wzTHOU+ce72zhteTnjYHVAVWOR8CJucJb5We64FWiZMuHsK69LXa1fdvod19/YFxz6j/9KmTbenLS9rG9RvanVu328yD6TY9NV3QqjsGZDqQUhAG4OjN/a5fv95Wr17dtm7Z3G7fos204FNsuH46DZ6HVc7Nmzfbnj172gsvvNBOnTpdaYFggS3Kr131Bv1RXp43/SuH5HPdDxNlWsfpeq/JlOdCOaDS7t27R+Cqg00LcCh96eJoh3W7m9JOUqf6RmtwLnCtA3fA0v37dp+cLSh069btdufOvXb/vrl+2B5Mz7Sbt2+1q9evVUyLavrBYExnZwtoXbx8qSDUmXPnyocVE8cq+969tmHDhrZ8+fJmvOve2dm2e++e9vwLi9qJUyfbmbNn2749e9ue3XsKQN69c3cErjJ37uUTCwTbsWNH+ci6detWjY+2X7t6rR0+eKjC7Ru32oVzZ9uG9Wvb1i2b2u1bN+r9mfcqTeRHdg98shACrvJez7vUvOU+8QRc/eC+of5cSgICAB9giVNuPnpAq6HGFXBF0yraVmUi+AxoBV4NwRUIUqZXi2+Ulo4d2wj3NE+ycxrNKyAAEChtqvf9csWAVaAVraoEQn+OAwJG5oG9A/aRH6teiwawik8rGlag1Qg+9ZpT0aoKuHoKbA1h1UDTigaO+wKpxODXs+AVAPS9whBKOU7+Z5U7rDPHuSdAy/2u5TxtExsP2mfaTwPL/IMzQBboyE8ZbTmaWK9se1jrgiYS0zgmgrR+Pvw7nyrTv89/8Svtq1/7xp96vdIeYvZGu+oLX/xKATAQ7JOf+VJ7s9fSoqll1zuQ6o8/9cUCOPIEWkkTACxaWdrGbJCJoECzMDsKAld2/KN1xWSP5lMgEgBlh0YQ19rlq4rpnzExDrTPrB3jV1CzXw/WojX9hx9//Znj8JnPvVHgDLi1htUHYgmpexgDW/xjAVZ8g3lOJ3+TEZiMwGQEJiPwH24EovVQAtfIBKQTEAgJgFWgFXDFkWw+ggN6Ish0cadhRYjJL+7RuAJ/aC49nn/axCxQJWBjCK7quIdK8iWPY/U5T3rKIUzZQbCrD6RacOiuXY8fMj3sgE0+8BOnDL90LziAZ6LYaSIBN8kbyOM8xwE+w3zKdL5Qdtf/4X2O3ZtyhvePp+XcPcAVaEXbquK+nJStTPU6T0g9OU+7kk/5SZNn/BioKm0rc9mH5BFHQEras87NXdaR686Tz7F7XReStxOUv/s8eVJOznPfW8UpTwygpL7h/e4V8ny4lmOAgKbMzes32rUrV9v9u/e6XcjG8gTOBCikDHEgTtoQCJP08TzD67km79Wrl9v+/Xvb6dMnR/BKujxCla+fvcZRypc+LCd508fxfClPfO3q5bZjx7a2fPnStnr1ympDAM9MD2fK19IAfCgvQV/Sn/Q/1xJLl8d7ahiG9w3bKk+AkrbkuMDSmLaV6wnJJwYAgan0JWk5zzXpgnPt1ddqSw/optU/ClPtwfT99kD+vh0pT3zx4oW2a8fOAh4P7k8VuAKsrKkTx463K5cuF0ABQAJ5AphOnz7d9u3b327eAFQ6k83hPGV8pLk3mk2HDx9ur7zySjtz5kwBFteUDzIpu3bOm5ut8c9453nIM1Fx76sq73txoJX2g2RXr14tDa9ly5aVqZ02qEOsvkuXLjX9uHjxUrt7985o/M1bmdwNTFirP73zd1Dp/Pnzbf/+/e3s2bNVDiC3ZcvWtm3bjnbu3IV248atduTo0bZp6+a2cvWqtnnrlnbl6tUCXOkr7ScQas26tW3Tls0Vb9++vV2+fLny0RoDrvi04pR9mibX9HTbe2B/gasVq1a2VatXtdVr1rSXX3ml6af+KD/QSjsBxk2bNrWDBw8WuHK+c+fOBl7py+mTp9qaVavbimXLaz1s3LC+rV+3pu3csa20rvI+Hr0rB+AKtHr1taffv/KNv+elTcDVf7hvqv8gJdOOefUn/m1pXAVcxTk7iPFW2lbRsBLTvAI5Aq0cE/QF8IrmFQjA7xXn3uAYMMT5dHxd0WChucJsCwQYwimCvkATRXAcaMWHVfmxmv75BcfrgFVvDkhLJmEIowIdQBwhkEge+XM9cCpmgAFcuW8YD/OMH6ccIOntQtqhXGW4b3iv68M6c5y8qTf3ifUlwI6JG0BonPl7Ank++FO/Wf6saF1xyA9Qmte/+/LNMiW0k6Bd9Jh/gj78VAFXwNKnPvtnAypvvPn1MikEocAZWlUxGWQi+IlPf3EUQKoEgCqBeaIQM8I/+sTrpQHGXJCmVaAVbav4uMpmAWATzT/rjZkpeMTc0s6CTCmtaeNg/TKZ3X3qx9q52z/TLt3/2QKrygfyvvzG176v5xOA+9CHP9H+1b/5WGke0vjy/DFZFANbv/irH2u//uFPlFbZN77xre+r3EmmyQhMRmAyApMR+LONAFPBoZCT4xJQACDaVr3GFYA1FFx8AOfccXdv53CX8DIMgNGjflc/96Se8Q/rlAlY8eMRc8Fud8EOwASO+CCXP4BEHueVNoBVNK1AqAhT2uIe+TsItAC/lEkIBSSm7t4vAdIuhAXBBpBMvgAkIEiotN5ZumvO01ZxV+7ddu/u7RJwXV8IXd9S5quvdiBrCJ5cSz1VVzln74BV4BWAlTKGebt2pL8L2mPVzlcfPeWoPu1O29z7VChTzg5eMX0RhvOQvMO1Ic15Nz/9Ovou7Y0F7Z9aI+WYOBpAC8BUGSnLOspx2uBciMAulq/gwkDDSVquiXOfOOszaU/tFqa8uZkCN3t27Wob1q1vmzduKoDFd46dBtUVyEvoj+CfOtUnzzAkLXmdJ02+rhxmZN19yScGrRYteq5t27al3bt3p8odXq/7RzBmoT0pX15tG45b2ipeqF/fHlQfb9y41k6ePF7g6pVXXmrXrl3uIM4AzAQ2ZffS9Df1po+pP+e5nnpTzsz0/QJY8kurtvQ+xgJtFjTPHrSpqXudmWAP0oAmoGh6utNOq/M+TXnuTZCvy9sBKnlTdtJznrGu/s1Mt+mZqTY9+6DNzE232YczdTw926U9mJ1qM7MPBmV1pmDeN1P37pepGWjlfXXh3Pm2bMnSdurEyTJ/G4KlgCsgBRi6fetmezB1d7TWaiwD02otdaAIoBIOHDjQXn755fLPxHQtZYM0589faEeOHCkQev3alQJimRvrIUFavdt7c/C88wErEGbPrt1t29atBa2ef+65tmrVqgI/aQNgAzpt2bKlbdu2ra1Zs7Z8SdHkAwQLCvbPQdaj/wsd+JqrfgNMixcvbitXrmzr168vTbLdu/e0JUs4U1/VNm/e1nbv2VN+tkCrRYtfKBO/9Pne3bsdRFq3pp2/eKFdu3G9roNPfFiBT8Zk8+bNbe3atdV+poj3H0y1XXt2t7//w/+grV2/rl26crnuPXbieFv88ktt+44dpQUGSJkj7dPW1Kvv/GaZA6ab5pMm14ljx9qi555v69eua9euXGn3791uU/fv1jOY57N7jz4sP42PHs+2BPAq17xzjZnzes8PzOAn4OrP9t30H+Xun/z53x5p3YBKzAW7HQU7cPUsjashuAKqEgKvaFcBHQT+wCsACwQAr5gPMlEDmEArAIvmC6gSSAVODbVQolkFMHCOLY5pIE2Z8l9172dHztfBGtAmobSsgKDe9A/0CUSilSSMg6uAoGfFgUu5NoRI0obwKHUmb649dT5ukjim3ZV7qqyhFljvl0vb9TnQjk8qY2LcaPYANDSN+IYCUPLH99TsB/517YL30tZu7uO3zBzGrxVNNg7VQSvw6hOf+dL39LUUbarUNR7TomIeyAQOsKI1BU4BVuJoUg2PC1h94vWRhlXAlZi5IAfu0bQaaVv90kcLWgFXfK0FXNFqYopn7RkjYNSa4qPKzovgFWBlPPgAs07txqlfQ7PG8X59P+ff/s532re+/XT4s5b5/dQ7yTMZgckITEZgMgLfPQIleAw0RHLug7eE9tmZkakgcOUjOB/DgRER7sWEv1s3b7Qrly62SxfO1zEhhR+P+YedU+CLF86V0E/YU96j0o7qHLDzR/W4YMh8CSdPXn3SyqdS+czyUQ4GAS1A0ZP25Mnj9ujRgl8tgOk11wpWLWhaXb54qR06cLA0F2iACZ25II0kmmDKfVjtP3vmVNu3d0/bu2dvCRx8XXX1LviI6uCMdtA66mLt4vA9sE0M/ujj7ZvX27GjR9ru3bva/v37ShAqp/PV1vjkSuy+rg/Z/bADTAtaX86BKT6uhNpZSn1jZntdO7Xf3DHR7LSZhlDqNRphgJfwyC5VC1pldX8/vjVPfIf1WlaBVsag8yfGRJQ56cJ8uMd5gutC51yao+gu8KszNxf/OsBTdw+heN76mV3QvjKe3brpAFPW33g6/zvxH2MNEsz5v5ktrZWurpGTZLCrX9u0PDwHytW+alcv7NNCKR86M7ScrrRDBw+WdsXyZcvbzRs3qr4qv3zaMHnq/F4BETMPHrTZ8l0zU/3hy6ZrX1fmgn8eAnt3r7o7/z1gU9f+aHHI75r2HD9+rIT2EyeOl+ZG57tnmH/Bl1BpgJQzaho4XfndWHX91nehIEyvpdWBGiCHBknnS0j9tGPWrVtbwvf169eqvA6AgENd4K+nAn9g/biI1e1d8qwwqr8fh/STYK/cBw/ApO4416bug1FAUefLiJnXvfv3er9GD8onEb9E8kxNAVT8dM3V9bv371XeB8rs+yjPnTtMzu709XVjqN4qe6q7587dO+3+1P02MztT6c5v373dbt+90+5N3WvTQPj0g3b1+tV24dKFdu7CuTq+e+9u5aeFdf3m9dIYOn/hQgc7ph9UvczOXnzhhbZ71+4CTLSjAA+QAxBxTmMH+GF+durkyXb/PljXr6Eempq/DgJlN8GZAkacjdMECkxhysaEjT8qZa5etapt3bqlgZRzczT4xiCwtdJrPxlLvp+mph60/fsOtLVr1rUjh4+2U6fOtH37D7YXF7/UVqxcVaZ28qoTuFHXxYsXSzNr+/YdbcmSV9r582e7XQ5LS6x7Fq2JWiv9c5kx4DMLFAKAjIdxuX3ndtu1e3f7kfe8p+I79+6WKSC4tHT5sraJ6d2dO21u/mE7feZ0e+nll9vRY8dqbVgfl69cLhimfcpjhgiK0ZAy/tY4c0PaWT/y3ve08xfOtwfmf3amXbt1s72yfFnbuHlz3Scv80Bwrfx7PezMNaXrN/NDWmLGw1ieOHGqvbBoUWNPzBu6AAAgAElEQVQ+mj57t+WZcJz/vczm5+fBqbnmuMJA6zXvRvHC+3F2onH13Z9C7/wUPopAkTho5+OnMxubLtOxgCsCfPxbDcGV4yG4Aq1K22rp7e+CV8yugBBOwTn5ZpIWx9egFZ9BTARpwESzKg7XwSlQhtaQY47XhUCrOF6nMQXgADyBSYFU0WgSB1bxCUXLBkQCewAg945A0ThACjQaaEO5NxAsdUqrMoZl9ZApMC1xNKLULUivNqSumz9Z6ckn1taMh74bhzikB1+YZHKKT9OIuRkzPNDlWX///qOfqvuBGvPPRJAmnbkMZPzlf/sH5XC8oNWnv9g+9oefe1ZRT6V9/RvfbEOtofi/Am2YFwJXNK1obw3hVMz+olVFiwqYslYTO07gc4t/Kw7awSr+rWhDDX1b/eQv/HYHrX7uwwWuYi74o72TdgAVvGK6auw5pt92/J+Uby9mgsLxa/+iffPP4MPrqcGZnExGYDICkxGYjMA7ZgSAJh/E44GA4GP3Cb9Wc7Pl3wq4ipCZD+KcE3KVwXzo4IF95ZNj08b17dKlC/UxXkLN3Fw7depU+ezYv29P/YpcH+HlMB386DSjHj/i8NsH+Xx7xI/H/KPSmIqfrICTuh6Nn/Kr1Ttj7x2w07ICsDjL5XuECQazG+U87e/qcQdT5mfb/Xt32qmTx9uWLZtKS4AJi3qAlXz4dzCIkPCkvzbfm8wtgCvQCghxj7G6eeNaO37saNu8eUvbtGlzCaUF6EYQbcGBfNqmncBKTCeze2ABq17DC4DKr+nalfMOigFgYBtzkS6u8QbXei0q88cE9H2A1aP59r5HjwqELYAt7X9YGmcxnRQHWo3m6SHQ1Pk2q3Yzyew11XKf9Fwrx/f9HKeMOVvSE3573z20N/hIyz1Zo5mHrFFrL+txGJez777M6RlQgQYOAR4o6symygyJ7yaAxprvt6zPjl4duOrMq6ptI2fN4MeDErYJs7QzCP2EUUEdCTRnZjmLLqfNnd8i5/pnVzXaG5xIu4/QTFBOOUlLmbnO8bTj5ANXCNT3mZmNygFauvZIIxiPlz1TAIkGy8KzbZyNKdhhXAAPpn9dXR34YVqlToI4+PHSSy8V5A1MUJf2EfiZil27dr2u3+vhkvmQN3OaOO+RnM/24+l+pmDnzp0v863bt29X+crQlstXrtT1G+q6eaMdO3mi7T94oB09fqxduX6t3Zu6X063r9+8Ue+gI0eO1nzZ4e7AwYOlOQNqTM/NFsA6efJkARwaMuDF4cNHysTN+N29d6/K3b5zR9u6fVvbu39fu37rZpV/5tzZtn3XzrZl29aq/9adDmDt2be3tHLk37h5U9u0ZUs7e/5ctYuWz5Zt29rLS14pc7V7D6YKejEnY5r23ve+t0z6gBPtsc6MK42ppUuXVjsdAyBLly2r8enWRqexFK0lcdaMcQNTzB14Ym6VCVrRKrLjoHljgqiOkydPtNm5B23uIU3ChXkr5+091C2H5/WOP9OWLVtZAIZj9OmZuXbr9t22bv3GtmLl6nb9+o2ae+uHRhPH7cZVm2h5rVixvMBVwbYCY93/Is+7deGZ9SwK3h3WPXAFtOmDvgCQR44dbS++vLidPH2qwCGn63YHZC5oh0NrQdrOPbvL3I/Gl3E03+vWrqvdAs1BzfnduzUu5kC7a7ym7rcNmza2l155uXxncfo+NTNda+GVZUtrvrVH4AjfWNO80s9q44MH9fxkDj0z/HEdOHCoLV78Yo1BvZf6/636793n3Zx3YL3H/bDQv/vzXs91sXeiONfAx4nG1TvmE+z7bwitD+Z2HLQPdxakYRJzQeZj3wtcRdtKPDQVjNaVGKgCrwTHdm1jhsaMkLYPiETLCryKSRstmNKumv75Dtbc+9nvglZgVoBVYFBgEkgVJ+ZglTr42krsGHQCg1LGODwagqSUPwJLYwDru4DXYKdC96bsQKpAKCAqbdAO1wOnpINU0Sqj/QRUCY6NGb9IoAtYxTzuI7/36dqN7/tdCXbbsxOhNcDHGUgJSJpPZp2AFWf+TPJoRP3xJ7/4/RZd+b7xzW+VKWBpV33+jRG0UtYQXA1hVbSrAq6iXQVUDSHWr3/447V7IAfsAVYAlmO+rcC7twJXw10uAVPaV8xWrRv+v7Yf/yeljcZhvbXyoQ9//E/U70nmyQhMRmAyApMReOePAPOaobBIC0qI4Phk4OcKwJLOIayP6ICDEiYezvbaVtfbpYvn247tW9u6tavbhfPn6iPdL8k+zIErjmaPHztS9RRoGIceBYo6c5ASTkpLp3OUDmIAIcNf+bP7H22rwJP4taKxAxjYsevo4SPt1o2bleepfPM9uHrY7XRmBye7c61avbqEKoKGOnz4R3gqwYD2UWl89eZyvXkj0CQQsPSvxnd2uhxZE4r4SiEU8g+lfQE7afOwbVXGQIuL4/VoW0UYGQdXEWy0t/PVBf6oB7Bb8F/lfnnfT2ur17aqeGCCKU85YH7YwUPtfUgL6tGjEho7qNftvhjAlBiYcZzz9NW5ec0cipUjzVhHAJa/6ut96HTrrRPeMg+JI5zVeipTP/BlASAR2ANTIjiWxk9pb3TgCqwqras+rYNXnXCsjYRN5QiEV/AE2AQMaHsw19IH1wsQ9fXfvX2nzAjF8V8EXHVaWNNlHkSgBRCU0QEoGkE0i7qg7deuXeu0cs6fL3jBfEldBGMACdgRy+u+tEPZJ06caHwaAQPR2pFPn2rMZzt4nfH0TAMdwsgcbna22qYckICvHoJ8wIp61Jlx1l4Oua13ed1z7NixAk3y1c5pvVDuGRm+hxyD6rSH3EPwd78ArOiPevRde6SBF8ALmLBuw/ryUwQqMA/jdBu02Ll7V1u6bGlbsnRJ23/gQFu/YUOdL1uxvPLQvNqxc0dbvmxZlQVcMBEDJpXtuVUnIOaeRS92ZmfR6AFDQCv1MhlTHmi1ZNnSdujI4Xbl2tV2+uyZtnzlimojsCWALO99/rm6lwka0GYugSrjSyPHeKrf3FonoJY2AXfGYu/eve25556rsenASGfiCH54jwRcGXvrlKYWH1f8OEmznoGk+GayLgA8a/uY9/Wcnf4GftN6H2qeDeV5nrRj06Ytbf36jeUcHYgZgqv1GzcX+Mu6U69nCYzT326sl9YPHsBVPYPRtOp/TCntwFGdc3WvZ5DGmbkprb6Hc+3w0SPtxZcWt+MnT5S2FbBkfvij4svKuBtrAJLWVMAV00VQz9wbc2007uqwDrXX2NC6AyFpcIGjIBitO/D0lSVLqjzjYX6sTYBKee5Vptg8moPOhJBvtbm2b9+B0s6idWbemBzX/90eQHlGA6Hy3qv/R/37PNf8X8j7MNedT8DVO/+77C1bSLjfeuxHyzQqDtpBK5o30bgaOmcfalwFbjwTXPXmgqBVTAUDrgKvaPRw/P3X/tHFipkpggVgFHNBQAa8YvIWDauAm5jFAT0juNTv9DeEVYADraoEu+TlWL4hsApYGoGpgdbTMC0AazwOkAqkcq58ISAqmlKjuHckr1/6HQ2qaFFJF2hSMZM0FgLTNX6nOBnn0+mjH/tM+Yz61rf/5Dv78S+lvA0H31faRS9smilTT2MHDDETZIoXjSf+qd7uj6YVWJW/L7/Z+YF6/UtfLdNAsGrch9VbgaoAK7AKtJJPGpj2Kx/6w4JTMQ8MuAKxhJ/pzQSZCJaZ4JjGFXNB/WZKCfzx/wX+gVjglbWy69SP1Zp0/KP//EPp0iSejMBkBCYjMBmB/0RGwEfwUGD0gSwQdvjSeTQ7s6BtNcMBcW+uMRIiFnz1AF6gz53bN9ueXTva2jWr2oXzZ0s4JtgQVghH169fKV8sqatMx/jAomEEVvQQI/eUdspM5zOrrpcmUgc6OoFprs0PHQT3u1pxwg6eBBIAWLRf1PNkTItLG+wGB+TpA7M+/lgIcQQMwln30b8A7KRHU0Y7Aj3EArNB45txuXnzegko8ZMSjauAq4AaQEObu7F4utxoQiUmnIyDqw42dfM6/WCqzT6YGY0tOOZeJiUVP55v7+udu4NWH2AmWMBrQcOMoAi43LtztyBgaULRhnu0ABC19f6duw2c4d8mPnoCr1yXppzyHdYDIJCGMGddEMiNadbJ1ctXCviMyuoFWPOQtROBTBwhLfClM4PrYAutDsCGWRQhGfRRD/Onhw+ZO9HA6tZ9rf3+nCZSBHP5CaGEeQBSAFLe8573lFAK3OhDyhaDKtu2bG1bNm1uO7fvKF9Fdo2bpWE1Nd1uXb/Z9u/bV+UQnJWnXAIt4TZCM5MxAIhgnxioIlAfPXq0BGoC8L79+56CVvoNLoEcyncMwoAWwzqYlhnTCMkFkvrxCMC6detmAagVK1YUMAFKtJcJlLrNY4CZ49QLPAFNTMII8NqtX8CVZ0NdozkbOJSfnZ5qTB+VTRNGX/VH/Z4hawcYAF4AMoCHydfBI4fa5WtXy18RiPXcoudLkym7yu3au6e95/nn2gsvL257Duxv5y6cb2fOnem0nA4faotfWlzzFiBkXo0dgANmFIwAuHbtLDBy6szpERgBsEAR9YJPgNkrS5e03Xt2F8RiMijPps2bSsOKP6XZh3OVD+wCvcAuadbb/n37a+c/a9ezkTXheclaBmustV07d5WWkDXnvaSdd+7cKjO/69evtmvXrtZzpgzzZA3QAgJfnQvKMs7SjLV+P//8onbkyKE2PXO/zc937/+sFc9cNCU9J1evXmsrVqxuW7Zsa/fuAaNzbWb2Ybt5i8bShrZ5y7Z29+69UV/UAdoAcNY9OGS+L1w4V89jgZuCLb3pen/sfWs8xOYfFNIfc1bv5NnZ0oSjxQYUljbU9IMCVzSuVq9bW/NtPmjBLV2+vMCxccz41Hjc6wCyNaCOTRsBuYHG1eZNBSHNIxNT7TF+njFjpyxlAl6eE/NI29Pcar8fcqSLu3dfB65eemlxu3DhbP0fGb7Xhu856fX+yw8m5RNyYSOQvN+BrBx378uJqeC79vONc2xQaOXuJwUt4uMq4Ir2TQJ/P0Nw5ZhJWcCV46Gp4NDHFXg1BFeOaVsJABbzQRpY/GAphxkhWADaMOOiecUcDtgBgUYg6cZPjkz1AqwCq9y/9+wHy/QLgNh9+scrOJanyuh3CKSlxdRvaOYXIBYQRftpqCWlHcMwDqm0NeDJcc4Dpa5O/1wTyvRxpjN/1M8EoApMAVVoPgm0o8DGD//up9obb36tff0H5MQbCALTVu150oArWnBgT6AVbSvwSMzP09v9jftrArGYBr7+pa88BayG/qy+F7gKNBODaEwDaZcxDYwTduAqx8ZoCK5APmPHx1VMBUEq4I+jdOaVxtq5dKDQWjh44Z+N1hATVvBt8jcZgckITEZgMgL/6YwAAeRZ4CpA6xFAxUSBqRxzoh5suc+Hc8AMEzvACpwhdDC1W7FiWTt96kQPCDpNFALXXeHO7TY9NVVmaMBNAAe4dO3q1TJVIZAQAm5cv9EunL/Qrly+0jjSnbo/VUIrwZsAwLfNxQsX2rmz59rFCxfL11CnzUHbaa6uX7l8ua4rY3ZG25lbPCq/W/yy8E905szpduTI4Xb0yOG2cWO39TlBo4NSTBbnG4ij7efOnS2HugRyZjUEPoIb0zI+r+YfzbfZmel25fKlduzIkXbk0KG2d++eEtyZltEuiAlkNKxogx07eqwdPnSonTh+vF2+dKl88SiTHy/lRgARA1bMBsURaOzY+ODevXbh7Nl28tjRqvf0qdPtzu07ZZLGz1hpXfEV1vsLe/+TJ2UmyGSQueCrtaMiZ+oP251bN9vJE8dLgD544EA7fepUlWVMAhgJcnzrgCv8gu3bu7cdPXK0tnbv5oEJ5v26d++ePe3Y0aPt6pWrBQcImwRXEMR8gxG0ggh9W7dsKWGUcNtpUvRwZeCTLWtwBD769WxNc7B/7Pjxgi3qIBjT/AF/Tpw4ORJA+UjqtK9ojvTQVh0VevPF2dkCM+4PuKGZ4fyFF14oQTUaRwEA+kCA3bd3X/V5y+bNbeWKFTW3oIJ1y3cRqHTy1Ml29ty5Ahx2J+PriLkT07otW7fUTmXHjh9rFy9dbEePHa11pG5jBgRt37a9LXr++bZzx84ql+aH8mgWrd+4oXz2GFtr1X1M+7SfYE1gNgb1Lsj7gEZl738sPqTAIUI2cKf95gQE1H7pAWGuGW8AImZo6nEfgZyfN/6llBvtziG8yjuJxhVwZY1ouzLUCYgpO8+/dHAMQJTXmPE5ZfxOnT5dWlG0bGjY8Gl06OiR9g9/5B+3jVu3tLsPOEqfLU2ZW7dvtTVr19bucOrzblG22BjrI60ecIR2DSBC24ZGFRg1Mzdb2j0cc9O2AkvELyx+sa3dsL7tP3SwHTxyuGDZkuXL2oqVK8qZt/sALuAKRKEFpHwaPfv2728vvPhC+WHSDmtLm5ha6ufZc2fb3n37SkvslSWvtPc+955aH0w7b9660fbt29M2b95YYdOmDQVIlGPOzZH1aQ0pVwDqoyFnLNesWd2ef+697fjxo21mxvt6wWyvAye0UL0XweSH9VwvW7a8bdy4qd2715ntzczOtRu3brXVa9eW36fyLQXWXbrY1q5bW2MKwnl+du4Er7TpYj1/pXE6BqXV612rD2LtX/LKK23Pnt3tAV9j5c9rtjTqlq9Y3q5cvdLN4+xsu37jelvG/9Smje3+/buVd9++vQUlaZv5/1TP5tRUu3X7dvnKAqRu8lu1ZEnbvGVL45tMWoCU9wFQy/+aH0b8j1n0/KK2beu2dvvWnTZ1/0E7eOBgW/zi4rZjx/Z25crl+h/if8PatWvaJpDz3t16B1lbTMmt5UOHDrbr166WSb1nwjuuG/POBL2DUA/rff0EtOqDPJ22bZevtKbtwEsjq/JMwNW7+guOsL7jxD9tS3fMl58jGlfRugq0Eg/BFT9IwNU4tBqBqyWdn6vAK87ZEwKwmAwGXIFXdrGjgQVg/fV/fKnMCdUDqjHdAo0CgEAi4AlciN8qmlRM3sAqkIqjbRpc+iamWSYNjAC53Cecii+rgbPzaE+p81kaU4FQiQGqmPABbCOfU/xxzfz8CFBlN0RaU8AUjbKhM3q7zJkPgAV4Yeb2b37zj0vL6LOff+MpTaYf9KLjywqkA660me8oJoK/+wefLQ0nGk/A0fcCV89qF7NUmlpf+do3Rg7Y+bYSRtAqOwZ+ot85UNz7uAq4+vDvfKpglbH5hV/poFViWlZvB64Cr4Aru/j9+E/9ZmMuyEk7KEjDj7mgfM6BPOsA5LRmzPVHf/8zz+reJG0yApMRmIzAZATepSNAYEwgRBIWn9KCoI0yEGYJ84EEPpDde+P61Xb0yKG2a+f2MhHcvn1rW75iWe02dvr0qZHA6Vd8wvL2rdva4YOHSoNnpGU197C0a/iiosXhF3gwg/BEUAUbaF0APnZgAgVc80u1fFv7c/fu3be3BBRwhZAHPimPQEYbgeBG4HHdMWFN+XXv3n0lPPmFnHYIMCVfmfXNz1f9ylK/spjwlFPkU6eqrE4Lab6EStoS6+yStX1n9RdcoFEAXBG2CHzRtrJ7mJ3pwIHjJ07UOAEtBDoCGkj0qMz8nt7BL9pWQBZBZnrqfju0b3/btnlLO37kaDtzshsfGh8gw8Nyet75okrdZR7YQyvgKtpoly9ebju2bW9HDh2ucWZape8gASHXGBLwjYWx5dzYWJsn42l+9NMYM585xKRr3doCHYRm5ji0hcTgB40cc6Df6gCwlCPdvFuXAXTWZIS5xKBTtIMcHz58qMablgyhGAS1XmjrCNpmfXTgptPeiOZVrfMSkDtfOoRUbQF8rAmwTgBPzCfNFcJroIA8gJY14l7CMBglH3BEQL52/VqtMbCCCRNn3gDGwcOH6nzm4WzBEeZO/CjR4OH/CIBRhrKsD32wg9uLi16oXdzAX07JASvQ5PLVKwVmCnhMTxeE0Y9oLXUAoDOXHIK7TpOmM9m1dkCOEbgZmEwqR3nyKCt5PT9gFegjeE6ff/69BbUfPLhXkHAcXOXdkncR5+/WWAHsGzeqvzRfaD9ZE+mTdcRMztoj/GfMzTEgRPOGqSBNJiZkTMOMM7hkzgBucFvZ1qD7rXHzpg51GW/vojt3O0hVmlNbNpfpGY0b80PTKpBM2fsO7C8TQFo+O/bsbnv27ytwReuLuaEy5OPnCvDatmN7lQNmSTfv5pA/rPTVGBsT7zwmh+q0u93qtavbe59/Tzt24mjtYnj7zs124oTn6FDFp06dqHHUX2V5BgNdvONATX307gMcrVHg66XFi5oNKzq42O8IWmbQ/hd0u8jSqPQuB9/Nu+fZnKlrZm6m1iDTSmv97tS99mB2uswjtf+0HwdmZwtKesZWrVpZ4IqJqvVY2qujXWs7eJP3tzVaWksvvlD/e27dvF47TYLCnhHz6f+FNWHcTp4AT19q6+0CeOFce3D/bjt/7kxbvWplre/h/x0mhFevX2s09czjcy8sqrll1nnjdgfYl76ypC15+ZV2cP+B0jSlTWknxZdeXNxWrVjVjh4+1h7cm263b95pu3bsbqtWLm9bNm9s27dtbps3bWi7djE/vV6Qzm6g3lmeJ8/ahg0b28GDB9rU/TvfBa0KYD3uwNSrD+faazbEeDjXhd45uzzCq/Oz7X2P5tr7Hvthojuf+Lh6l36waTYwAQLRcsrucvxcxVQQsArACrBKDFzRkIq21VPgakm3u+DQXBC8AqwShlpXwBXfVwFYtLAALAHQAsrsSAhE8VkVDSnwCVwArTjWplG142QHqzYf+UDtErfx0PubAGjxa6W/cdxeWla9E3SwAoACbkAm2lC0ooAocCpQaqQt1WtKldZUD6ncK9AUA0IEzudp9TBLA0o4BqfpwzE4UMUXEy2i3/jtT7aP/N5nynH5l7+HSd4Pesl97evfrDaBNMwPaVvRxBJoWolpXcn3J/3jkJ2GGK2r7CD4FLgKtBrGPbQK2GK2SKsKoAKrxPFlVRpW/+qjlSZdCPgbmQn2Glf/7Gf/fYGrD/70b7Z/+i9+o+aCySDNNgE0dM38AZeleQdu3vzJ9nP/+nf/pF2f5J+MwGQEJiMwGYF38AgEWokJixEkh2CAMJl80n0MJ+3qlUv1Ac4skMN1vqsOHNjX1q1b01atWtHOnTtTwh/BgeYMSLFxw4a2Z+fudvvmrTKJ8yu1beB379xVDtQJuyAAQQr8IAgBXoQpAEI54AZTPsCEsAqKue5YGnBA6CR8EvIINwBItEwIagQZ9wEP4AvhFIwgcIEmys825QQl5alX+dpH+0MbnWunc4CLsKYdy5YuLejDfG7q7r3SHJOPUKdeWgrg0Y1r16vftJEIzLRF9FNb1af9wJWya0fFgS+T/OruF3Zzc/jQwbZx/cZ2+dLlMkVjmgca6LsxKQjXm0nGJxhw9T47C5a2lV/lH5VW1aYNG9uBfftLwy3Csn4ZG+faBAoRDs1JBGJ9MG4EYPNt7o2ddP0hONJuMF7mx3gTGF988cWKCczSXVcX2Kft1lwJbL3T+0Cs0XoEs3oTvxs3rrZly5YWaFGOfhPWtUWbCeiBmK4J5ngBWOmf9E6rQ/+AKO3UtkAEbTWf0QAyLq4bb/20ls21oA/qtd4CY6wdpmTbdu5oTM44CAdYQBCaN8zRnn9hUZm6AS40eACXBZOqCzUXNOEWLVpU69BYE7iBELAAEKOhk3YDS4CFtjjWb+0GCTJ+XbxgjqUf+m/+M2/GQP8J2sqyZq0Bz6G+P//887UGwAjBeli7dnU7efJ4mwbJezPBgMfEedeIPY/WinESjKt+BlzpqzqBTvWZU+0TtA9Y5F9qNA6zM+3AoYMFk8RMxTjtV4Y50g9AR73uN2aueTeoUxus44Alc6L8E6dOFnwCrQAp15W9e++equvI0SMFE+12B3zZkc71aFcBUwAVACU95dPmAt0uXOocqNu4QLv088XFHdAEVqyXHbt2tEUvPt9Onj5R4OrBjLHpxhnQtZatc/0xbgCdtWvezL9nTR/z7jSGwMqSVxa3kyeOPaX5k2cRuCqN0bn50jYCbrzjjCNQaUxppjGBtB5BNn1lDikd0Nu5a1e9n70raB/RuNqxY1u7evVyPYNlet1DmNIA9v+n94PoPWy+li9bUqbpZ06frB9faM+aK8+aZ9Z8Cn4YqB9CNm2qH1uYhk/dv9vOnD5V7c4a8//AnJofY++ZM4feHX7oMGYgmM0+jh891s6dOVtm1PrvRwjnYDJzZxsw0CimaXzu7Omq1w89ly9dKP9x5sY83b/P19e10btBHXdu3/qu9160qWoO+Lt6CEp1O8LaTMV1YaSdC1Y9ZPI/W+Dq8dz0xDn7O/ib7Hs2zY5zBHdOqDnopnETjSuO2cd9XPFtFZPBQKvEQ3A1DqyGmlZ2F6RlJQReAVaBV0BVAvPBv9EDLBAL0HK/doFtgBRQRdNKiKYVaLX+4Ptq10R9k4fmFmf06aP+MYt0bve41Xtfbe4DwGhlAVkcoHMYz/cR8ERLh8YOwMGszLnjn/rFjxQsAVF+8Vc/1qX9wm+3n/qlj7Sf/qUOqvzab/xRmbp95vNvNGaatJBoMNlt753wx/+UttO2+u3f+/RI0yo+pgCs7wWu+Lj65je/1ewsKPBx5R4xaDUeCkwNgZXjT7w+2jlQ3R/67U9Uu4wtrSphZBr4S51ZYOBVxb1/KxprNKiibWWeaFyBVzSuhuCKthuQaE7ld07LisZdNO9c/847ZK7eCetl0obJCExGYDIC7/YRCKxKHKHRuQ/jBQGl39GpTyuh8vbNglaEBr/I37t7u3blu37jWv1Sv3Il4HCshKQIk3yg8PdD68pHfnZcu3zxUmknAVrMypj5gAw0KQjZYkJkAAhh1q/SBGnpBDLXCJiE24AkAlkET8IzYWqYnyADUBGwpAvuAXvUSyB2TrjXB+kE85QLuhB2CEM6YAkAACAASURBVIEEIwIVgYNAuI2z4Lv3Rn62Hkw9aAcOHqhrBGraWfp/9PCRtmrFynb+bGcSp9/K1TZQQNtAq8ePn3TgqhdMom0VQeXunVtt/bq1ZaLC9FF7gAmCKGFN3dpNM6KEzYfdLowFrOYfjnYXZEJ4/OjxgmlXLl2uLe7139gQFJXrXDvBCOPqOGNiLtQrXftj0mX8CJFAF+BnXgjhYqCL0AyQZA6kA452SjPPtAGZKgXWZX2O1mhpSHXA6ejRw23Roudr3SgndVkjtMKAJm2xM6D2CuYupknAjaBPrhFYARO7y2mfdgvmKRpX+im/tDWr1xRIWbVyZWl+WJPGAnAiFIMfgv6tXrOmvfTKK6XNQbDnTJpgDzhxLE47CBBxvG3n9rZ129ZabwR9dembndOee/650mhhYnbh8sUCBWs3rCuNEc+TdgugWdoSaFGmgn2fAaxOmO5BRw81gMUhuFKvtWCtAxXWhjHxjABX6vCsGBeaT0yk+LdjojXS7Oo158bfP94voMKe3btr3D1fgAENM88lsz3PetYP6MLHlfaZ46whWm7A3+ZtWwru2DUQsHrPc+8tjR8meSnDmvUusKYd65/5tNatS/PvmTSWdd/sTJn6rVm/rjSlaEvRcqONMw1gzky3gwDTS4vbnr0dlK62TXWwDBShQacsfrbko9njfAi+gCsQxW6G3o2eo0MHD9X86gttPcBzzbo1bdHiRW3v/j3t+s1rDbjKOGdO9cfYGEfvT+vRO86aMG9+JKDp4/1aIGnjhtISstEGs+/AxdGzB+zO2kRhvj2am2+z07M1L7TBPBfr1q2vNQnwgbCc5mszOGuN015ifudZ9J66dOlymVQfOnSg/HPFx9XTz/wCuLp581a3ti5fLBDkHWjd3Ll9u7Q8zSO4ao4BSutVYJrHl6H+8KXGF6Bx9Tx4pmr3y9mZmsMH/XzQCqPNOPOg21ghvhP54JPmHKDqQrexxPD/qTXuHaZesTF8GhTTLvMO6vw3FpybW4D1AVbGwrG2Mw/0/u5+fPADxKMRuArkfwJa9eDqyRy/lQ8m4Ord/uHGDOzE9X9RTtpf2jJXu8uBV9lRcGgqOHTKDlQNw99bumAiGHA1BFaOaVsFXD0LWtG6GkIr4AqsEgCs/+kfXGh/5f891/67//tM++//nzPtr/7Q+bqmPu1cvHm2LdvxqLSzVux+XDCKmSDn4zTE3Pdf/e0T7S/+78fbf/l/nGj/7f91qv2lv3Oq/eW/e7r9tX94sfxsaZ+8NM/AsS1Hf7S0kX73Dz9b5m12yBNoDQErzPj4cQJn3vzK1wvcDB2Uv1vWB+gEJP3W73xqZCKoj0BbNK+eBa6kfeOb367dA+U1Dpy+C/xCfeqznUN2ZY1AVa9RZfyYAoJVde0Tr5eGF0gmHbQKsOKI3fFT2la/1O0eSGttGLKbII2rEbgaaF0BVBy0g1dDJ+1ApPy0rqQz6wSuQMyp1365ffmNztn8u2VOJ+2cjMBkBCYjMBmBtx4BH9M+gPOBPX48ElB6rSvX64N7bqadOnm8LVv6Stu9e2dj5lC/Xk/da3fv3m6HDx9sq1cztTtWO4PxaUN44CCYg9vNmza3mzduFhTxwc9H1ZpVq8s/0r27nZkOwZ5mAaGYYOp+gpcY6CAYEXYImOCCawQPkGD7dnCg8xvC8fTVq4DWhrZrJx9AnWNuwlp+YQ94UbZAsCN4qzfCq3pcI3wS0mnhHDiwvzQElEMg0o5ALz6hph/wy/Rw5GtLfwj6ygeuCD20moCrvbv3lMBI+AbelMnchfD15MmTkcYVYCXkV/VoHl25fLFMXowLQAe2iJWhL8ZMH/j2AqfsMsgpfQk/NK78av+Y8Pmgxmnd2rXtJo2cHuxEkA/kAQ4IvoGEGTvXjad0gjBIJc0OcXy8uOfy5UvVlgAGwjOYBOTImxDIxA8N/zUEvRJmmSj1EFVME6PWpd0tZx60w4cPtBdffKGEcnVoW2IgEDwDkKxLYEJ9HLHT7ug0reKovdNQUT+NI+0k4KavhFzzxJfUpcuXa0fEq9euVh85Cmc+aZ1YEwKQYz6VYR3dvnWroIUd5wj1zNpoofD/Qztn0+bN5VycFg9AITC7VK/1pk/mhbYWU6Yt27eV+dnVa9fauvXrCorx60NoVx/fPHw5gYHWiXZkfet7BOly1l5jbNOCuXbq1MmCRTTmPJf6r17PENhj7gJ7rAvjC5bSIDHGgjKnp2nZqdOz3Jkpm7e8f8R5xzD7WrFieVu5clU91+oEIawfkBMQyzx4rpgKWvPVzz4v00aaTMBeOc9++LAz3+O36cTx0m6cKr9I/GfdK+0dfrg898bY+HjW9UU/Hes3H2J2vwQJmeEuWfpKW7LklXYcqH9wv+piIse/0pq1a9rLL7/Udu3a2U6ePNGOHz9WcEb97r9x80bbuWtne2HxC239hvXlz4rWpfbS8nn5lZfLxHbb9m31fuQk/8KF823l6pWlSQZ2bt6yue3Yub0tW760LV+xtJ05y9k3LasF32X889G6MifW89atWyo4luZ9yVTNexIo9GOBdwrtoEMH97drVy/35oIdTCkwwv9ev2MpH4B2X1XHnTu3q43W/vWb1zsfYhzF37ze7tAANP8PZ9u9qXu1Ho19fKlZH8BOrQX+FXtQ432XZ96zmvdRbaAw+L/U5emeZ23ha7B87el/78/NuGTdWW/WvXWuDZ1mmt1NuznmL6x2OnWvHRnNf73XZ9uMd8vUVN370HX/i/ow3HxgbrbbhCDr3P9dx9qQ9e69oy/ds2XTCO+4ztxPnrznMx5igW/CgKsyF+x/2FC2OXr1MS3aucbX1WNpczMTcPXWn0Tvnis/8dO/WVpJYM+Lm2ZHOwsGXsXHVcAVLauAqpGmFXDVmwiO7yYY88ACVwNNK/BqqG0VcAVYJQRa/S8/fGEErkAr4S/9ndPtv/k/T1b4r/92F4NQ//MPX6j7A8EALvkCqdznOPeCYcAYH1vaA17pg/7S6vqFX/lP30yM9heQZJdCoCpA6dOf+3Klg0njDuHBLoDqW9/6dvmwoklGcwusyg6CgBVNqxG06rWq4rtKncMQaPWbH/nkSLMqJoBlBsj5eu+AHayi7ZbYcaAVAJVA2yqBxhVwBVoFXIFUTDppWrk/eZkP0rwCr2Y/8CsF9N49T/WkpZMRmIzAZAQmI/B2IxBw1X3sdwKkj+TRBzZBsv9luEx7+g9+9x0+dKBMNPbv31uwiibF1BRNkjuNxguNK9uoS4+wancrQhGBknBNaCaAAE6EYpCF0EjIJ4zSCiAwxldSCY29X6poRBHeAzrAMGVv27G13boNjHXmj/xw8S2yZ/eOdv/u7RJQIpDGNAjA0B7lgS0EexApbVQ3YRmQ0U4O6Dk8XraM36IN7fbtW9UOmiGAjX64p9PkmS+BWpr+EOgALTv1AVcrl69ohw4cLKAFagV0qE8ZINf8vF/TOwftcc4ecxBzdv3albZ2zeoCKe7XB/UIgMnt252mFAGQQCM4juZWBCLzxUSIWRcnyZ0A3GkfGQvBWGkbCEdbAszIOImdA0Mgg3yEQWsD5LQuzKet3wNAACGAEojMXCpHP0AQAM65MVC38RiaENX67QVQ65TGxuLFNIQOjuBOII9xAVoI7COAYs3390fLoxMkOxDG/PWFF55r+/fvG0En80IIBw5oxVy+dqU0Za7futFWr13Tlq5YVpowxiKgShuAFbE1b42DUfxW8UW1e9+e9uLiF8uZu3w0fAAzpko0sGjpgB3KS5nawexq0YsvlHYLszFACWwBeM6eOVOA5n5vgnbq7Jn23ufeOxpT81BCcq+x5nk3LtYUDTdje+Xyhba8fxatpU5rpdMY0z7PqXnWZnWDx7Si9uzZ2S5ePFdmX9euXWmXLl2oXe6m+dIbgKvh+6eAxdxMbfawYcP60rCKyaXnkTaXYE1EUxJkYSoI0IJXzj2n2hWYpW3m3rp+7r0/0tavl3d/wRlrRmDavHr1qrZixcpa18qggaU/7jXW1qy2y68fZ8+ebitXLGtbt2xqd/t3jnT9kMd1DtKBfHUK27ZtaZcunivtG5pMe3bbpGBrhdOnmTmD68xor5fp9datm+vZUVbes6fPn2679+1uBw7uq3G1OQZTND6baL8OwYhjz7u59S72jhZsqiEAK+Zbu2/fvtlu3bpRbXDOD5QfJfK/Iu+OxI8fde8S56PnsAdmldbXm+eri3tY1P9v0S7pQj1/QHQPawLoxd5R6khZo7XaAyD9FLQ18fBYH4Vcy3naPrw/15I2/5AGXqeJLM31EWDry03Z4tSrvcOypLtPWjY7Sb/0J++d6mP//1b75BGPB+Dq8RwzQFpvHeiTR/nuedyDLOOXtkx8XL3dV9G75NrnX/9K+WbiR+rlrQ9Lc4mfq5gLAldD31Y0kobaVgWvxqBVHLKPtKzeRtsq8EoMNg2hFRNBmlb/498/3/7KD3XaVuPA6i/+reMjLSraVEK0qQAtAagKsMo1GljK/ps/crk0t9StvTS4mCNyWv/4x37te5rIvUum+W2bSeuJ9l3AFQhFg4pT9c9+4Y26Nq5x9c1vfrvKlNdOgYFV2TXwKWjVO1yPZhVYBVKpMxpdAVi0vuLDKjG/VQFWddxrW4FVQ2A17tcqECpmgnHOTuOKhtUH/vmvl3YVaMUX2UhD61/+VoEsPs2YDPJ79cv/7g/edgx/0BdZJib8oMv+fssDJWnRfenLX635/dwX3myfe/3NBlq6NrGe/H5HcpJvMgKTEXinjYAP8BIE+g/++pjuNSAiIORDuj6q+2sEGb/EgxCEesIOYYtQReMKsOLjiuaVdMKSWD7aUMBPTH0I8YRwQilBk6DoOijC3AzIicAolh/gCLgaAhMaGcDYhk3rG5NF/dFH4IpgyYE8oY72wY0ecqmDtkindfOw6iIQqz8+sdShbHmj6QXqXLlyqREqCaNAhHwEXNDAvfpVJoG9KSOBGriSh3N2Pqg4qqdtxi8K4Tp9JSDHrO8JU8FHj9urT2hbdTsKDjWvCCg3b1xrmzZuKGBE48n9KU+7CvbwldULQOIIhSXg9OnmikPnNWtWtbNnOdfvzCcDlMTK01+Q0HiDgEkXAxvm0DhoAyFMuXv37m4rV4IcVxrHyvqqrCG4SppyzD1wlXkArYDAzln+00KcuY4g+/+xd59fml3Xnd/9z9ie5TB+OzP2ixmP7bH9aoKXx+aSSIBAo3POoTrn3F1dHaq7uqorx25QWaQkakRKjKJIMYhgEhMIRmSAAQSP12efu586XWjKMySkaQDVa51187nn7Hvu7Wd/67f3OXfuTKh1wDPKGXVmvcaZsDczQwY86a7TxnSIw3mOXDr6KsH/2fL44++NpM6gm+dqHFJGyVEFXAnXkp9ICJRcRY+vXBFLoIetFHCHrVxrDAAi1EDgFTAlGTdwdeG8tk1G/1evWRMz3YFcZpEzNinRwBx29pwTXEkoDVyBZcLJgEM55cxE6Fp2NpsdwMMu7sHOwFXb97Bl4+R7ZzwDQNYzBZlBHc/e+wo6Ggva5N5gKeUOqAsUbd26OeDN3r27C3jds3X3fuZ7mkDAt8c35uTJE9FWqjbPUvgaEOWe3kW21X9A+F3veleMFedpF+inPfkO6K9t3ysAVeJxgB2k8YxBGt+oS5coKY/ExAsmX/CtaW1VFTnGUwVXt2/fijA171+CDP1QZ9YLQPlW+GbI3eQb6RzFNfnt9I7kdWkj31T3cI5j7quMToyW4VEzHHZ5rDpID4wobKj0QEenJmzH9tLn7P3J+7qHepyTS+tZX15ru72P/fkc41gHrvL/Ecsca0sVjglusu3tt6pdD2jdKARdl/fNe+e2ZbYx9+U5eZ/2HH11XHE8r8lzc5nnJYTKbefndWmrti7H2/s5t3eeY913h53mloAq32slz4/v9lTNc0VtFRCrg3vqbb/raT/7l8HVw/ZL7Fdsz6c+961IdC7UTqL2zHXV5rmiQErV1VKl1d+ltsqcVm1eq6WhgqARcAVaJbwClKin/um/uRAKq3/yry8UyivKKOdRaFFkOQ+AosICsf67/+1khAQuwqpzvfBCsEqhslIXpVWGIwpnTKWV/kvK/c2nn/sVLfrWuQyQkpD9q9+oswgCScIhqbBefPnHkTDePrAi/wEWoJZzACvKLMAqC2jVCw9MaNXMFghaKepNeEWFBZx95FN11sCAVl2OsBZatWGBfye4Eh7YhQi24EooYIIryfIproArCivHqK6cb7+k/Jdu/4cyOPUX5Y///Kns/pu+fO3nr4d9hZ56Dp7H57/0TK98U/jkM88V4EhI6t/nPyo6zwao+6MPPxV5wf7ys98qf/m5bxW52j71uW9Hsvq/+OTfls/8zdORE814eekfeFKBv08bLNe9bIFlC7z9LZA/tvOHdv5g9yPXPtvhFHQOTTgdk+OR0Pb0qRMBNw4eOhBAKuFUgg/gCsBKh8t+4IpChyPKiQcTOJ5UGpxR+6lsOOYcew4jJ985eS5owAHlRHPEE5g4LueJ8Kot27ZEnpdo/9REEXZUZ3PaUeRB4XyCOyCG6cfdj8OtDo4uR5jT77j7uwfQBlpRaIFY+sPppaYAeYS/ufb69RsxMyHnOR1rgEAfXQtcCYkTViJnyvmz58qObTvKwf0HYzr5dLT1efzOaOTBkkh9QaG4Wqh5TDyjVFx5VndGhsr+vn0xFf358xeijfqk/ZZy5OiH69IBcn3U0e1zjFN56ZKE7ptLX9+e6BdbqQMo0Q/PwL6jR4/FM/McHM/ndPr0mYCQ+XzYGxgADGrS/gtxbj47uaPAD2CvzTtlLNgPILivvkTuF4nUOWzNDFrpcFsODQ2Wvr59AR+BDmMNOAIhjJudO3fFs0pH2TWggKUxrvSOTYOWgOvOCAn0XI0PIMdYE9r3hITS+/b2Ek+bJU5OqlWrK4gFWVxnrGkDO2kTcLV1+7YAXML8JBHf3SnYjEX2dq/NGzcF3NyyaXPZsnlLvCtAFnsYW8CVXE57+/YFPLOfveQqco/NmzaXrZu3xNKsZ9fM0hihY5mYfapMTde+5/seDngHLTjn6hNuClgphw7VWT7BxQRKoN74eH2H5LQ6dapO1gAWCRsGrYyDqQQkDTBvHXrrVEBCyNRpPA8MyI9l3I2E7XI8sJP7A1fGkXfTszYeHZuYqKpONmcXYYtgkPc3IVAuzXYI1DqvwskaOqweidGnurBS48Q1luzlO/OGb2k3pnJcOV/fbcfY6sBSfmdz7EV9DUTNe+W1tt1vYnqijFMBTVXoZn+2obWld1qJ+3T19sZ4V5djYEi0qxn/6nNMfY5nXZYJTxy/b38DYuIc9+4gU75X7X2yLZRBcby7V3yjmu/SffcEdOYWw3qz/W2btDnbnsdnZhbVT/blfvbM7dyX16szj6Vdc9uxdt+D1vP6rC+v1R/rS/ffZ6PGls5vv3fW4/vd5ScErRbMCtucp/68f7u+DK7eRr/tfvuPP1fkhGoTtVNdUVvJISUxO7WVkrMJJrCiUsrcVtRWmd/KMoFVLhNaZaggAJVqK9AqwRWwBEbJP+Wekqiv2z9f1vbNRy4r6rD3bJ2IWRABNfcFoQAuAGtRaXW2B76EDYJhCmiV4ErbtNV99NkMhZ/8B1bY/OcaSqCT8D7ABDgCR4AIQOsHP3opwvyADAqs9p9zXv3xz8pzL7waRUhgC656IYINuGpDBBNYJcACscARkEoS9oBVXWhgwqoWVAFMWTKfVauYatVWQBS1VUArOa66cMFUXM393qcjHNB+93KeUEKzRp6/9cGAmN6Pn79eVWatHX7VdYn5X371p5Gs//NffibCM82g+PHPfCOKGR5zHcyz/tkvfifykH3+y9+N3GBvdnu+9LXvxyyXmcA+84Hlkg3ZWM4xbTLLo3b+9d88HUvKPeBr+d+yBZYtsGyBh90CHJNUCfhh6wd8+yOegxE/xrvcQY7ZlmD2Sv+lgEHbd2wrly9fDFUAJUENB9xWVq9eGSFbnERhKQl6KK5AKmCKY8pRBHjks7EflAIsFMoN51GpACWcSQ4pGAFAgAfUUnKTcEgvXbxYNm7cUDZv2VQuXb4QszJpq/AZMx/u2rm9XL50oQwO3oj6+vvrzIVgGmgCYAkH0w6ACWjSBgoh95GnRvgSmEDVY/arLVuEEm2O0DO5gNStnl27doYy5fjxYwErgBQqJBCDo03xY2bF27duhepq544dsR+QYAOA48zJU2VseKTcm18odyM5e/2Lezpx4dx1f4GfnBgtly9djDxS7n3o4MHIWcNWplVnx1l5rBbmIzwwHaEAV/Oz4XxycqgZPEegQf/AJnZWAKTDhw5FDhs2B1+E3HmmIB8bWlLbWIJwMzMVhrGXkEozTrrGtZIRgwxswuaUPNoJaIGW1DPr1q2N53D61Kl49qlgm40Zze5XXaUjCBIITdNvdQAt8pux/4ED+6PuDI/T54QG6USnY53HQAM5fvTdWNm9a1ckDj977mw5d+Fc5CiS60iuKaF8I3dGIr/R6TOnQ/mzd++esn9/X4Cf4eGaC814NvvZseNHI2G1xNxnIgn3cIWaAVpGy8jw7XLV7GxnzpYzp06Vs6fPlMtduB5oBchQbUk4fuDggciNlJBG3iL2vTowUAbk17p2vYzJaxV54Tju8lrVvERpg3zn2TK/CfIE1TprmKJ6qxKvQqqAPF0IZOSyCtgsJLIqLRMSBVzplEh5n96yU6LkM/SdifxE4FOAawqmCqHcA0yq6qfJCBsUKnj69Klop7Y61zhybpu7KCFVC560YREw1WtdH3VEPdarOtA9Az41kDO/i722d2BOvdlny949O2CU1+mrdfVmO3Is5vWu7R0HrqYqvAKunBP3ar7f6jR+81thPW3dgyOdzfO8vGcuXZvfiYQmuS+WwtQ6gA48tcfUGQXk6kp7/1Rb5bHesrkuv2/qzjZaap/zq30XYVTe33Noz2cL+aJ6z6eDWraXlmhzB6vaOuK+952vvkVwlc8wl3mvtv72mWhr2kPd1tMGuT/OX9KXto+ZnF2YoEJ11bbZufncLLMty+DqYf9l9p/QPsBi5rc/FYnaQSEJyoUMChWkvAKwAKsEV71cV02Y4NL8Vg8CVyCR8qAQwVRRCQ2koqJ8Mlvg6et/HLP9Hbn8hzGDoJkCd5367Ui8vuHgQsA2EAtgc08hhhRXkrALEUyVFWD1z/+f/gBWlFsJyrRbf1wvZFIYGRXM2/3fz1//RfneDyucAo6AJSorSir/qHuUr33zh6HCafNcsc+zL7waSqHv/eilCCmkvlLuCxNsZgsEqbIAV8ID876gjDxWoFWb1ypyWz0gNDChleVScAVUZZHXSrkPXHWhgk++/7ORfF+OKzMHUlkBM841Bq5P/Hk5O/gnoUakypKI/83499IrPy1ff/rZUFbpP+VSgqqPffobAY+AKjM9gkM5kyLbKJ/4zDdD/QR0sXf7XH6V9nnen/jMN0J5pp8KW1CksRGIB16xI/tkeCa4qG0JsvTDc/X8l/8tW2DZAssWeJgtAFzlX+nTifJjN390++HcFuc4BnYJjREuCFzJ2UJVoQidk/8p87KcOXMqcsdcu341jm/etKFs37q5HD50oPRfvhiKLJDBNcKxACPhSAqgQTECFoBBFCjnz50ru7bvKNu2bC3UI+fOng2QBlBReIBTQgKPHzsS+WuuXb1SDh3cX/bu2RXL3M8RBGioi7RbXif9sDx79nSEEYE28iUJ86EcA+iEuzkP1BEKKW+PpXvIMaMd1E9g2ZHDB8vBA32Rwybvy2b2m2JeXhq2HLo1GNeCVqCWQi0D4gAL9+7diwTt851CKmBT5yimc+c5ubf+njxxLOzr3kKi9AdATOfy3l0zFFZHU51KOIee/YzcU6NhG32jmmMDRQihZxWOVpfjhZrNM2YDOYOc198vvJM6qjpkwIV9Qu7YUL1sz1EbHLze2+ccYVEcN7YBGSWIVtiodcq0Pxy9RgmS7TKm63O4Hdd6FuoCVbUlHMPOIUw7GPfqS6fdevsuZJ36K/R01Ox4k+ORM42KTzhdQOAGBmuD/YrzHY/3rVPjsHMbJtaDE917KVxuossvZD22zYI2XpWKwAx10I5dO8tv/OZvRripWc0q2KmgQ53amUWenly3TGeW7XI9bNGpSfJbMNWEjhlrS4GKurJ/lu473sGWPDeXaX/LHCPW097qint0SiY2i7qbULkp4GZiLMLvqB4fffQ98Q0x1oFykKftu/r0Ud3xDPIeHfRp25QgKEBRFy7HDtmuHGetzdJOsQT8u74lbHL/pcW5eZ1juW7Z1p1jRp3aFnbU/w5atedmPVl3Pss8x3HrSh7Lb4hvQPs88rw8ntuuy9J+P1wb702+mw2wyncr75vvXdbdbjv3QfXYV59TDRlO9WW+s3n/bKdl2FR+vKk601+d9W8RdrW2zudjn/7FtQ3kWjwONErEPhXh3JaSs097Ht27lvdu67febucYyfZHn/VxyTNKW1tm36anJyKUMGYSnJ4KcEVxFfedqWrUpbZ1b/uWwdXD/KvsV2gbkCA8CrwxS99vbFqcYbANFVyquAJ+Elo9SHEVsEqeqw5aUVslvAKrUn0FJIFWQgEBK+BAmNat6Y9Eu67c+VC5PPJn5dzND5aT1/6oHL78h6GO2n78fTGLILUY4Kat6qC+Aq2EGwJhoBWoleGB4Jm8VpLNg1byWslrBMi8E/4BHlRSX/rb7wdQop6ioqLkef31X5RXfvzTUFpR0gRgeub5HtAze6KZAylsqLYostSV0IriKovrAStQI0vmuVJvhgiCIG+AVh+rswe2aiugSmnhVU9t9eGnAlqBLOBVC60oiQAYIIbaKsEVUDPx5CcD2KQ6y3HvwvGBDxTAlPrqme+/+GsPi+dffDUUbX/zle8GfKIyE35H4acIywOtAKwWXKVtEl7pOSA+YAAAIABJREFUu3xfzv/y174fuah+1cZ9/NNfD0glzxd4vfD7nwlbWLIRiAfmsSUlm2cBqAFW2R7bWYwnY2H537IFli2wbIGH1QKcwXTk8kf14o/zRUctf4znMddxosGrU6dOBMyRvwb0yZAgkALMcDzzuzgG2Fw4fzZATQAA6q0rNWkyB5RqR0gS1ZGQOjBHCCH1E9XT9WvXytUrA6EeoVi6MzISzoA2AQjAgiLpsH2AAejhmGK/tnMaOLbAgVAwbQRl0um1FAqY25xF0MO5YItjtpWRO8NRL/uwY9rUvbNwPt037+8cTkY6SI5TKIFz1DhUI3I5LSwsdLMKzkeOK9AKeEp4ZXmfQ9MBpQQ3gJW2c0oDUHUKCddlHXmM45ROVDrI4Io+shN7BeDqoIb+Os+xBDDOTwfSMp1tS068pZL3sU8d6eDnfnbM8WbJVumI6a/1tJ9lrrf2j/YloGjULHn/rEddsT4/W2Y75z3asaQNnlG+M/lOBFTo7tHe23HnKnlOLBM8dHmV2r6nDVybfbee9639qdBqokuCf+jgofLuRx+JmeXGRscKx5xTnXWFfbs62jrzHtrcFna0ncscW9kGyyjdczMmFPuyrSBXrDfPO87prtHnfAa95909Q/fNdtb+dqAJQGqUUeoAP/P7AyQL55S3ylgEtuI+7N3ZU86gXM+61fmgol32O7+1T9om25jHbOextk/qsL93v+Y8fc2S9WQdaYe81nO8r97ZqTIl9K2DLM7Pcz0zpa0r75PLPMey9151wMl9fAvie9CNhbwul3G99ya/K0uuzTos45vhPt23yv16357Z6d4sqeqM+rW/qzuvrd8m3w0KwZpnjyIOvKKGm5ldDPHNZ2MZ9ZnQYXo24FW8Hya86GyfNvOcc19el8ds57qlRO1mKKwQbCrCuc2uqI52vGR9rmnX2/rzmeZzzHPrfRav69mmAY7OiRDBJlww78PGjueztV8d9i2Dq4f1F9mv0a7PPfVMKEyE5sl3BV6BOsrScEHApw0TfBC8Slhltr5cD3D13sFQXQFXIBOYJDwQ+JJXiBOdjjSooIwufLwMz32s3Jz6SACmy8P/IRQxANae079Tth17MhRjoBu1GPWVOoUICjmkskqlFWjluPbro2vktXonqUWAKkBJmCBVFWhFfQNKvfbazyP5duY8eupr3w/o9I1vP1te+fHPYoQJJ3RcPffNHEhl1RRKLsAKpFLadfcHbwAQcCZVPKG06mYQTIVPqquWgqtUXGV4YMKqXKbaKsFVJmZfCq7MHihM0Hl3Fj4eKr+DF34/4CiARd0kKXm2H7CzL/v/9HdfKN/9/osBbeSrYsP23/d/VOGeBPTsmdBOqJ38UZRUCayE4gFDCrso1tnH8tNf+HaotIA2tvr0F57+j8p/pf3tP+2Y//1Px7s1fu8TRcn3DtCjugL60nbuB6w99dXvRdiiGSA9P+2jGkvlGBj5vR/8+qCvbevy+rIFli2wbIE3ywL5Q3upM577/cDOH+1+8NpvO53YBBotzEnQMXT7VqhnbHMgYz/40c2olPcAViiehJBR3NQ8NJljRsjX9bJh48ZQXQE7ZuNLhyGTl/tRns5ArvvBbl27FetZbEuCy1lQtE/hROS6/ZyldJzSkbK/dco45OGcLQnL4CSk05AOg20OW87kZzvPq/cxWx7101ynsJpfhFYBsN6YmL29h7qWFs5iOqELC3PRprx/LBfAsVqyr2mX1qlK+zhHiEra1jKPVedyMZQnbdbaK+2d56a9c7u3bBzLfG5pL8+v7efS487L9uW4yPsmAMhr0v6uyf7msq3DeDXu1ZdjN9+HGE8NIMnjzlXyeGw3Yy6gUhdClut5fl6jLu2Ia8MxriFrwvOOHD5Sk6Xv74sE71OTU+Gcq6tXXwdN4vquLerO/mcfc59lu57Hs13Z58kOPuXzs2zPCRt071WOp6VLds59nnu2yf2zLkt1xb4l4Mo3JUORc+mb5J2M9jT1tHVnH2PpG9GVHHt5be7P9qjDeLFd7XL/96XX5gb86F/0s7NPtiPrsax1ZZ2Lz+ZB7Ux7Tc9Olelu1se8PseK6/JdUX9bnOtYviPtdq+/jU2yfWYPXFyfjm9Afi/YrV1PO8Yz1b+EVu33rvk+3gfRm7qyzuyz9qmLCrUtwjcjf1X3bumTor31mXgvZuLd8H/G9JRnXsd59imfae8Zdu+Kdz5n15zt3o36DlBZVWg1M0nNtfh/kLqyngS6WX8e0z79yrEWNuu+a/ns2n5kO+3LuoDYuzPTobYSKrjQ5D3MaxMQ2laHa5fB1Zv1C+ohq4fzebT//RGCB+jI+wRcCRtslVe9JO1NuGAqrnKZsCrA1RJ4BWAp4JV8U84FrYCFyKvzwQoRbAtdUuQjArE42GZ7o4ox8xsF1v7zvxd5uoQPAm+AFLgGimU+K6quVmmlb8IM5TICEt5J/772zR9FuB5oBS4BMMIHASn/fvGLX5SXXv5J5FMCWyQMByrkxBJaCnRRWrmOwqansOrCA9WpUFel0irhlaX9AAjo8QallZkEuxDBVlmVkIrCKkubhD0VUwBUWxK8GFfGE2hlPIEzQgXHOzAqcbsxJkRQrrOtR58sGw8uRGiqPFfG25kbfxzXgkzOBVAVx0BVwAzwuT370fKHf/bFsKOcYCCdxOtsyXZCD1965afl+ReqCottK7iq0IpNAL2EeLmkxKJqAoeE56UC6nNPfacHrwDFT3/+6fL+D30xlFAf/IsvR4J5wEsByj72V18PIEXFSFGm7do8Mv+xgFeZA4xN0paAGtilD1Rj+uNZqlNbMx8XCAcCU+Ut/1u2wLIFli3wsFnAj2rFj9n8gd1zEpc43Lk/f3gn7OI8pqOcTmM6zelA+tHsB3o6cOqoP/4nwvEUgia0UJjP9es1kTZgJQ+UfE3yH8nTIyfSrFnlZmaLv3BzQmzPS9S75Ee/H+y5zzJ/uIcD0DlH6QiFI+f8nmPUOZvq7JQElo5nsR0KgjzeOWLUUO6RzmG73s4E2Dpr4aiEwqACqxZegVipvJKf6sm7NUeV+ySAyrrcK+9nyRnSziwAlWvuu7aDVnepuLr1vE7/sr+5VG/eT7vD4WocdefZl8W9rSdAy23L1n7OyXbGsutLPjf3ct/Wrnks+to5ZmHL5lrnKMZA9oHDGG1qHOm4rmurY9GPxtmL63vAojq99uV74R7prNpvPbd79+/uq+50xr0XvXcj29i9e/mO6J9k9FFvOOfTAXhNGECFeGdstEwIXepCouTvUn++l+EcN+1RT7Y325j77G+PtW3Pvjo32+xZuVe0rWt3vX4RCLftyGcQ9u3snHXFscZ2eW9Lxf2jL939ravbd8a3pz0WbeqeiT5mHW07rWd74ng3OUHWow5jIa81RqzHdV2fc9szUqL+vK6rL/rane941pfLpfuyfsd746h9r6zPTZeAV43t2cc12nHfe9D1wf48nuvtdlwX77zxX/uSbXMsi7qXvi/5/ubSuLh/3XYF9XnPrKd9r12T34q0v7ZYN64dp7KKXHfTdWZS/wfJuea5OZ71z812eZ2AqjZUcAm4Sluk3fOdSNvn0vE8FgqriUXVlffTfS09B/+fOleeNgrIrNs51uP/2xbsdt+EtLHzlHyOud0et575rXrJ2btn4x55raXr89plcPWw/RJ7k9ojTOzDn/xa5JMy0+Cj22rYIHBFdQVeyXWlJLxK5VUCK2omYXg9YJXQqltmjivQShHGd/DiHwSwAic445Qcn/vSM1Fsc6QVIUwBGzp4JbwP8AKvKGQkmd946G6At3dvGY92AlYAVoC0LjxQ7i6qMkorianfSf+ECYJJIATF1de/9aMID2xt8MqrVVkl1A9UASqog4SnpWoIeIrrv/1sQCrwKiGW6/4ucOX+wuMAqoQyvaTsHbSSLD3BVYKqhFcJrGLZhAimwirVU2AVcBXwakl+qwBXv/NXAUMBmwBRI39Wjl15fyj4wE9jWo63zUfulcd2TJUPffyrYSb5wP7q898Kdd9/+c+PFgUEZYMv/+33S9+5342wWzMWUkkZzyAPMMj+L7/y0/Lci6+Wp7/3fEBB0Ef/wxYf/Uq8A8Z9Fnawzg7OARLBK7mu0oZmA6QCE2IrD9z6AwsBpJx/Y/Iv4l0Gow9c+P0KDD/21XLu1gcD+lKV6feFoT8NlZW2sCVwBcaxp+chH5lx49nn+NEvSqxUXgFwjnn+y/+WLbBsgWULPGwWAJ/GxxbDBdMx9YM7nMROYZU/2PNHex7P5eKP9PyxXkOF8sdy/mjPevJHuG3hc3JDyUu1e9eOsn//vijCfiTz3rN7Z0w379ysL3+Az3eOUPsDPY9Z5g/2vI6D1MIezpVzAsQsAEQV8qRTndu5TEcsnKsl6qmAPl396sx6c9kCozzeLqNdCwsRGpjhgdlW54FW2pnQKZf2ZV/zXrmM/nU5rLSPQxh97ZbqsJ33iWPdeXFuY5Pse8KmXt1zVSXGkUzgludaCr1b+kyi39rQ1R/nObcp2U7Xevac0NxnqY58rm3/23s57rx2X65HG7o6sr6sx3XttbmdS+1py9L9th33fuS67TivgzUJTLKePI8NeudGPWApOFRVJpk03Lb1mPGuc5LdT8k6s56l+7Jdlgk73D/3u65dj7a18DkgwiL0SUikTxUwCAUEq8GGxdCuerzC3+in/nUl6mhAYNuHXNcm57m23qeG+z4IjCV8ssx198pr2/2UND37d88ubWd/HjM+si25zGOWS4/nsbauHGP2WadkqnapQCbD4MIejX3STrkM+7Vjqfk+5ph3rve01r8I4V1bCzBdIVAA8k7t6T2usKiOOefM+GOBBODd+5TfjKyr/Ubal9+HuaXfB39omJ2LYqbUeWB+fi6+HfU+FXipoz5r23PRTraJ92B2pkzNTJer16+Vg4cOlt17dpcrV6+UCeNtbjZmgHSe+ubn58vM9KLaKhRXAG8D/KzneKq28v52fxjx3kX4LRA7FRMb5DtYZ63s8s1NVgXW5PhEidLNmOvcaHOXHN69jNccf+268W1M5LjJ8ZT72jFm3f9/OYvg4v+FxqExqy7wyraxps/jZW56Yllx9bD9EHsz2yOkiLMtfxR4BQBx4sEewArAylxXCa/MMpjg6kHQKkIEH11UWYFXoJXwPWAANOCAp/Mr3Iyih8KHE0wJJhxM6BK1jJAmShkqEfmwqF5OXW/g1cGFaDtHHXRLmKa9lFZUWRx4EOad9k8oG7AEerCt9Z/+7LXy2muvRx4rYEUoXIbBOce5oAV1DXilZHgbUGE76vvq9wLQUFQp4AW1kQJwKNaBlwQ11DoPglZLwRVIlQCrB64+9MUYF9RWAEuGCP7HgCtjDlhKBZ+xZDIAEPWRbRORc01+NIo9492slhKZZz/+6MNPxXkmATAhgPEszPAHP3q5zP/up3uzbVIHUkmxqX+USFRrxjbb6aeSKjOAKoEdULe06Cs7AInaAorZpiYDn7xb8r3pD0Dm33MvvBIwF2DzDnzrmedCDebZgr9Al5k7TX7AJoBfgmLwKlVroboCrTpw5f2h2gOZM+TTOXJ3aRt12fK/ZQssW2DZAg+TBYCrLOEUdo6v9fgx3zm27Xbuz6VjnN/pDnK151bHLMM1qrPgB3dbXDt6Z7jcuH41AJZE3xKCnz17KhIvyzHlXsIisr78IZ/bnKmEGva1IGLp/ty2TOfL9QFYOnDF6eI4pQIpoA8Y1QGT3G7ratfVqwBDLRxK2OR+bem1Y74qru7dezIAVltHnpPtzmNL97fHHYs2t/BqCXDLerSH7eL8B4QPpiOaNklHtYKs2u5Uh+W5uXxDX7v6Xau+dHSzzvYZttcutXG2Odrd2dR6lnT02uPqcF2OwdzOa9r75Tl5zDjMfbnuWO7LZR6zbT1LbHcAKB3luL6BDrYXz+cst/AHDKqFQ9yDHA8AVot13P++tW3Kdcul67azb1FX0+6EJwlEcpl9kjg6253trNChwq6EEs5v63pQm+Pbkt+j7vz2+raOFgIkrMo2RRs7sGY9z/W9Wtp/7bAPFGCDtEPapG1njkH15Lcvj7fX5bU59pyTddc2gkMzvedrnz6kfdp1+9gg+qStHSiaC5XUVLF80PHeeT2Ytahecu8Ez7lued96N2tdvjNht7x39810jyze54ROFYb57s2Vhbn5KJSzvhl5D+fUstj+UH6lXQAk8Gp2poxPTpQLly6WLdu2lkcfe285cepkwKxJwDQUhxW6BTTqwsupriRSn5qozyqfSfYjbR1jqlFoCTMUol5nslzMr5UAK+CU97JTYAkdnBjLmS+dX6/xDI07JdXIOQ4t3Tfa0n03rBtTxsnSsZXjJ5c5lgArpQVWuW05Mzm2DK4eph9hf19t+cCHngpHmMNOTQJegUBAE+WVULxeWQKulsKrVFlleGBuyz9FIcVRB8s48oBIJLJ+4dUiNxAVSYZZOQZOtKGD1DLgFeVVwKuLfxDKq02H70beK6ox7QYfQCuJ3CV5/+bTz/59me6hrZeiDjgCHiipwIUfPf9q+cGzL4XNwUJQRaEeAhCpo5wLlAASQEnCK6opUBGsEMamUN/Y71yAqlVmubf6PEewJqBVExrYQhtjApABbnqg6sNPLa5/6P4ZBCmEfpniKsNPhfEZO6nck9tK/jSKJOF+wI/wQCpAICpDTY1zUAfA0Sbw6NClP4jZKZ2TxTmOCTW0T441EwwYv/KHSf4PJrEtO+nvgwBdKsly6Z7ArbFvn3661nNhX+BPvwDZf/ZvL8a995753fL7/+FvAogBakJ+Y3bNf99f+s79XvnU578V0En7vINgHfhMvZhhg3f/4DMR+hjqqw9+IdoAUFLgZfhoQiwJ2mvIYB0DnvVyuOBD+ylYbtiyBd6xFpicqImjKaZSNcVRTGfRMvenM2ZZz7nf4fPD2g9tx/MHt/Xc3x6zP526/EGe9xL24Ud9/rD3Yz7PtUywsHQ9t4GYpTAnAE4HbNLR5HzFuR3Ume9gSg+2dLmhgBVhdM5tQVQ6b1mP5ZP3FnqKqKi7ucaxdl+uu25hfqYCrk5xdffu3VAKxD2b/uQ1sf8BbUowVutcVDS18Er/83jW024nmLKsUGoxpC/35f4ETVQNVGJLwVWCqVhGP6viK8MSObiOtecBiNmepUtt12ZAwbF8lp59Pn9LY+1Bx3Kf43lOW4/jbck6ndOO37yHZVvyHOM734O8V45zfU7wEA5+A2Tz3Hw/LI1/jm8FP4sKmNwOZUwHTfL6bFO7vbRN2b7e/iaHUV7XLrU5YVACk+yHNirtORW0LCrFMnwxr22vMY7y2ujzL4FJcayBXXnPtGlbZ95HO2pbHtz+7H/7TNt+py17z68bO3l+jqlst/PymjzHsVrn4rfMvjw+G6FwVZl2+/Zw5PWTN9A3MPuRy+xzbscYijE/U2YmKYtmytz0XFUMdRAp31PX5HXt8wGOcjx5hxMg5T7HQ8HUgSt9Thupu9eGRgG2+EwWx6y65+fmI9Q7oBUVV9Yd4CwhVlVb1We3CG61J9o6Mx3qKgqrYyeOB7g6c+5sAa3sm1Q6pVP0oYNQ1FbgUtyzeWfi2S1VXXUKKmqrAF5TZuvsJkaYMKbqjJ4m0ZCXUX656YnJHrxyXR6zBHL1x/9vlp6t8NaEWHK0xbEmSbx2Rdu6Pw7dP2YeDJsBq4RWFFahsuoUV8DVsuLqHfJzT54jChM5f9qwwcx5RX2VyiuOvZBBjm+rvEqAlTmtLBNaWQJXu0/9djjecu/I2wOQfOuZ58svflEiYfgPn3u5l48JAKD84bS/7wOfjTxFZkMLeDX+5xHqJOyJY04xxiFP1Zik7Wv65kIV805KxP6Fr3w3YAdYQ0VFJZMhX2z70is/CTUQyKAAhUL+KLEi0fozzwccyfxIS8FVBVZ/20vQXUHW10M9B0amii5UWV/8Tjxj+4WwAR2pOLJMcJUqozeAq05hBeI8SGWVSqtUCAWw+pPPR8gb5VCCK2GCobZ68pOR9B+0EjYq3BSgFV66eu9sgCDQ09gGuV559acR6idEkkLpH/+rU+W//hfHyj/6n4+V//Z/PRFqRGMYYPqX7xoIcDUw+qHy9W/XMEHQ6rs/eCnseR+YayCcfv2yEuCqO1cfqbSopgBffdPmBFdyt3kWn/rct6KPOdsmeEVZ5tgHP/Klcnv2Y/EOyg8H1gG9rhVyyE6AGKVj2tbzB8yorMAr4wkABSs9U21Rt2PffJqy6x3ywVzu5rIFli3wlrCAML3MVQVQVSB1/4xm9nHGsnBY/IC2P9dt57r9+WM7nZs8no5aOnb2W8/zLdOx4vikI5rKh4QKDwIaCSDymHOXghnHUgFlCSbFdR1UaSFKApx7gJNz5+fKkwvz5bfuLpT3dUoq9ec9cpnwKiFS7s9725/Hsg3yVgXYunu3FyoIBGmD67NP7bX2Zd3ve/Ju1Jn15vlhr07VlPDINfbn9VlHbrcQiVOq7/ZZb8FV2kooUDikDbzyDJ2fdWU/7nsmDwBjcZ9o7+KMh7Vdi5BKHTmuchxl2y2V6HcqyBollv2uyWWem/vyulzmfSydY5nH8t45tmPsdo5mXpew475jDUwI5757d7L+rG+xji4csBdyVFUyGQoVipTuvjVE6I0Kq2x/tiPq7sGU+j6393de9q/Xju7dzPezgo/785l5X3N/BVWLbTXzWx5Tx9JisoRsX9ogl0vbkN8FdbTfiUVYsvgdaUGP8wEDsxHevHkjJo/wvaLmzHvkUv+ND0vtyGf5/2cn10ci827MPKhPYduuvzXhdwWTly9fLvv27Svr168rR48e6YGr7Gfb19YGjgMl05NmzssChHV5BZtnF+d2kAaIkeQfhFESWFnW8LYK0+pYkzNw8Q8TYadmLHvfFW1038V7V9ikzpkI7Z6ruQnlJwTZujDAvN9iHqsadqq9Cda0EZSiuAKplARX5y6cj2353u6Mmu11LOAVgCXsryZQny6jI3fK4PXrMfPs6J3hUArri/tocx0vNUwQsJqerKGCZnvt7+8vg4ODMfur9ePHj5dz586VW7duhcIqwwSprQauDJRDhw6V/fv3l9OnT5ehoVsBqSiIL1w4FzPumsl2cPBazMprRt6rA/33/aEo/y+1NP6inc17m9vGmDEl1yNoFYCqCRMMpZUwQVBrZjk5+1vix9mb1UgOKlWGZNXy/FBfgUAA1tKE7Rx8MwwqwvOU3qyCTY4rYICTbOY/yiiOrnAqQIVTDAz4J7G1RNYUQMLOnBPw6qnvBPQAJjjXoAKVCEhATSXB/N6zvxvwSq4fShRtBibeCdCKsgoIBCB+c/NYKHA8OzPffeYLT4dihj0p2qis2FjompAyIW2hturyVAFYVFKUNqG46kIFgQrKKcqhVFtZAhdKAi3gKpRVH6uhoOCGfRkqmCFyuQR0ElzlMhVHCawS7AA5yhuUVn/y+YAtYJUQuixgZ6r1pn6rqq2E8hk3gKcZKo1Z4xoEShUSSPv4zuliFsuxu5+I9+C/+V9OlP/h/zhd/vt/dTIA1j/+30+Vf/Qvjwc8BVL/2b+7GBDJeDRujWlAFmiiUAPpUkmmD0AUONT2Jbftc45+J0CytC9hr3eBmhC4Aoz1B4D80t/+oKzcMxNwDWT7r/7F0QBzQCE47d2SpB2IA630XRitpO3CcdkLFEsbeq7e0VRdAVdUV8YD1VWOAQDau7oMrt6sL/FyPcsWWLbAm2GBMbP8pbrJj+OJ8TLDkfOX9cmJMh3O5iKISniVjlz+mM7lLMemF2IxGTMtzQn/4DhMcfyrsmLWjFjdD/CAFV0ohB/o4RB1Dmk6ouHodY5kwoYECLmdgMe5C/O11B/yFVQksGnhjn1xXZNrKWGL+nvHAZG52XJvYS6SowNNWY9lwirn215atNE5Aae6ezo3r+udH6qsmiT93l3qLSqtRbVXXq++bJtrgausK/c7J0oHiLJfzr/bAJ5sc17XLl0f5zfwSj2twmp+3oyEVW3FOQWxZihoOKkZFpT1pL07uKR+du61NcM3o801Kb17BRybne2c61pvJOqP+9V7Oif7GG3s6s2xUx27qqjSx7yn+xtz2Y4833aut0vX5fbSc6pjz+mthcPM2a6OPxBbAYnrje10PPP9SYACAHg/KgCYLGNj42VkxLvKsa4KloQMnPr78xHV++Q9a66e6bJgUoPp6TIv30/W0YWH2Z6zri6qFu1vFFgBXzrnvgUm+X5aZru0kZN+8+bNqkTpoIj9aYuAGMLZOmBU4U79dlDFxLci2rmoXMs2pM161zbfigodQAiwiQ3rOAQ6pmenA3pcunyp7N27p2zZsrmcPXsmgEO9XwUUte8191Odfa4q5AKgAATxbOzrSvesw37Tcg7Vayls1BXnNcnBneebWNtYn5XQtrGJ8cjZdPjokfLexx4rfX19BexzHtvW0EtwpSqQeiqorh36Oj1FObVYJoW3hVpvpkyFPTrbzMzEszl+8kQ5f/FChNjNztf3LevNZ1XvXcFWvXf3THIMd6GCMZ5NntH13/upjtHRsTI6KjTOe2CsUoN5l73H86EmHBy8Ua5cuVKuXbsWUChsNyNP1lyoli5dulROnjxZzpw5U0xIMDpmQhDKqqly4sSJsuKJJ8qxY8finL179xbF/qGhoThPO4y/8+fPx7EdO3aUnTt3lBPHj5fh4eGY1KD9v81YM75qcvepcvVKf9m1c1dZs3p12b+vr+zbu7esX7+hrF23vqxes7bs6ztQBm/ejPxXZr49euRozPapHdu2bSurV68uBw4ciPdCGzZu3FhWrVpZ+vr2lj17dpWNG9dHuXzpQgV+3f1zzN/3zjWQNUJCpyZKLzG7Nk9NlvmZqXJvbjYSty94j6fHy+zkWKit5qbGl0MF34wfT2+lOsCM6d/6VDj2kpovTdoubw71FeVVgqtWfdVL1P5oVVz5nP9dAAAgAElEQVSBVtRXVCmAAAAiJxJHl1Ms8fTPX389koZzrp99/tVQBjnHMcV5nGSONXjFyQbYQAizv4EM1FwSa1NaATfuBVio8+36D4gS+gbUZcibpTBKkAHQAhq+8fRzAaw828wnJj9TqK3MDtjNECjki93BF9d6VhkqaB10TEiVIYP21f11ljwKK/AKtEpwZZmwCsTJ0oKrAFbCAxulVYbMgTkJdBL29JRWHbgCW0AXBbRqwRXYCTBRFsmRBvRI7m/cUgMay8aokD9jW8gsyApoCTkFs4zrVBXmuM9ca8DVP/03F6Je0C8Va+BOhj8miGqVYdRNgFuvLEkwn8ctFeCQuokNgLZ/8q8vhJIRWBayuOPEb5Wah6vm4nJcTi7viZkkPXthtvolTFJOO9f03/mzCKM0GULaUJsAR8/fs2+fOxjpOXvu2gRcgXVv53ft7foNWe7XsgXezhaIsDyzAnZqKz96FdBqJmZDqn/pzb/85g/6dB7zx/7isoZKCMdIgMURnZupf2WPfV2emfzrdkKAdETVlfsswYEEBLnM47YTQCSMqOdnKJnlovJqKZSp53bhYV1oYMCPDqgEtGlAk+sTHjn2n1Lae2e9lgGcuhDD3J/nLoVReT/Hc33pOY6lTSwD4gBVHcDiYOp3hj/mvfKadjvWO2jlek57gipAKQFWhUtzHZicKXML82UWSEpwxYly/wc8L/d1rF1a57RWOJPhQ1Qg1TEOONbl3+Fo1/Puz62T8Mo9jRd1ts/beMtjud4ez7GXyzwnt6ONnS1z7Ar5Suhi3AeE6Rx5AEBbOcPqUPI6Y967ZV9VmFQFiHWzpXHajx49GvBqsb8VkCyCgswP1EGX7n7T7OMd7BQuM5Q5XciVuqK+GSqdCm6oYGKdSkeSZ1Cqe2fTgc5317b1qlapih3AaseOnWXXrl2FSkW/QYYEVyDCFLgdwKdCkPyuRBJsgKMLz5rpZlIMB75x5tktbZgqnwrPKK3kfKrwZnp6tui/RN4KOASOHDx4sLz3ve8N2BEhXl1YWHyfAq7U0DjtrgCnhkLW/ns2M1GvpeP5zON6duz6bBnPByicnOopjUC1hCmexZTzhblNT5VL/ZfLE6tWliNHKK4WQWVtRwWhuZ7Pz32mI3n6fAAhkGhqSpLymTJyZ7yMjgudq8+htmkuANC6DetDsSRfFNvEM9LO2dkARmaspAIDlTxLII0NPG92b22f25K4axcVEpi0f//BKGfPni/Dw0Lj9MFzmStDQyPlyJGjpa9vXwClnTt3xlgXWic3lrF04MDBgHiUS1u2bCmgk/1pe/d4/PHHy4YNG+KYcbdu3bqycuXKUERRlHmO3qE1a9bEPmopUGnjxk3l8uX+OG6Mef+XjjXv5vVrA+XYkaNl9cpV5fH3PlYO9O0vly71l4uX+su27TvLo+9dUY6fOFnGxkZDXaU9Fy5cCBtSaGWb0o5nz56NNq9Y8VjkcxwcvF6uXb8aoYPun/+fCiPM3FfxXWD7Vg05PRXQar5Z5v/h9il3feemJsr89ETAq4VlxdXb+SfdL++bpN0f/OiXy8XbfxozpoFXHGUOssK558xL1M7pz4TtHHowIB38hFigAOWVUCxQg/KDsofCCzyhtsp/OJMwNwVI4RBTrlB9cJiFwUm2TQ1zc+ojvXxXlCMRMnhwIRxzMEdI1Ec/9fWs+m21BJ4yQbdZFNkcJJRgfHjuYwGuqKYyvAu0+P4Pq8KK4sp25raKUMFnng9oBVwJB2Nv1wMTylJ4UcEV1U0tII3no7TgKqDVx74SYYIZHghYJbQCrFqVFWVRlgRWFEdtSWgF5iSwet8HPluefP9ikbMJ5ARjgCu5nxJ2nrj6gQCdICxYRT1IfWWcWg8V0sSfh4oN5JLEHRg1vgAv686R7Jw6UWgeRaFQW2CJMooqiS2onQJefeiLPYVVtj8g1ge/cB+4asGW9VRnWWczwIhdwFmhgO4rQTsAZbzbLwTS+KeYNGkBWEd9SB135PIfhirLBAzeW8oz8DMVV2zK1qBhAkZLfdAXz1a/quLqb6OfxssPn1t8h99WL9pyZ5YtsGyBt6wFZjgiE1VpNQsYdeAKtJr1l/3OoU4HO5e5P39gZyiDqcBryEqTqJbSijOYSqxuViUOEGezdeDTIfXj3DpHIoFDnpdwIR3XPG6pVEAyF3lUApzMz5cn7y5EXQFiGrCT21FnB3cS0OSxrLMHmbqZ+Oxv9y0FSAmW8rysz3mpkMprsp7cdm5eZ59t52Qd7dJ5WfK89t4JrCyp6y73XyrDI0Mlc3q5Nu2c92zv5RintIYMVnA1P18VVgmvgCQOsfAcyqCR0Tvh2Dt+d67aPp9bttU9rGuzZ9m2AXRKOMVJVxZBVlVehbPeKYesU6bEeKKgasbNffUu2R996wBSO560K7dzTDo3x2Qes7QvxysFhNw9PWhlzHdwqLaxQtK2zqzDPu0PB7ULW7J+5Up/KDYocDj06qugrgIC21m3/UvtEsc6iAaS1FIBSFwbip2a++c+uAJWzbTA5o3roFVCrAo1pgN0rF27NpQm1CzukQDI2EgVTCiJuu9L2s83Ir8f8c2QaLsLPQ77tGqTbswYm+yU4KqCFf1TFkPK5D5StEd416OPPhowMNrWQT4qwYBITVhmbXvt5+Lzqc8gABJFlGdMbTQHyEyX8QlJuOu9qILG7oyGskvfMseS47XumgtpaPh2Gbx1s5w8fao8/sSKaNvEOHCR8Gw6wvpAF1CE8ihyK3UQcnx8oly7NlguXrxcbt26XW7eHCrHjp8MNdChw0dL/5WrMX6MB+BHSKL7bN66pfQd2F8OHDpYrl2/VmZmZ8vwnZFC+bWvry+gEfAi7O3mzcF43gmpWtvPzdWZBL2n4CCl0e7du8v58xfLkSPHyoYNm8rp02c7cDVTRkZGy549+8qePXvLwMCVGDfAlUK1BKKBS+4NggFn2gA+UWDph3NAyHe9611xrnOMsYsXL8Y7s2nTpuir+iienOsdYlNjYMWKFaHMmpyo4DjzOeb/b8Zl/h83dPNmWbNyddm8cVMZuT1cJiYmy53R8XLm7PnyyKOPBazVTvfURjYArSz14bHHHot2GTOe4SOPPFLMnDs6OtLLeyV0f/j2rSi3h24WQEtYq+92gqt8D3w3ItffDDUlJWUFVdb9P57bgBWVlWJd+S/esr9Ylhv+a1uA8ubW9EdDzUHBxAnmEGfy9gwfBAACYj1RZxxsFViASoCsR28EWAGenn2hJgSnuuL0CmtrhVEvv/KT8vovfhG5lxynugJggC4ONXBltkHwKnMWccipTsAFihlqMaFzAMPbLXE09Yx+Ay3AISDomQBXQIycTlRqwFNVXD0bgBC8AKvAQuuhtOrUVsIJQSuwkM0Bw1RtAVc1JHARUiW4SCVOgquEVr3ZAz/2lZ7a6g2wKhOwd0orqiTQqlVVATdvAD0d7ElolcCKIq8txlrCK+o7qiuQRt4nAMr4oARkM8orAJA9hZ5OPPnJsCPoZZy5NouQQ4neHQOMXG/WTOo/NqdWkx+KIgnkoTbT9xbQZQhkLvV76To72J8qtIR87CEkFqR0b7ndhPspQkYlXVcAOvm8hNaqyxKEcz7IDNYJqTXhwfi9T4TtADLnCm3U5oSNlqmgA88AS2NCf40pOcGW/y1bYNkCyxZ4mCww6y/bWSb8RbYqrQJcgVpNrpL8wezHfJb8gc+5DAdzajJyiAwP3S5DN2+FwybvB4ctnNJwsmqYYP7l3g9y9SzCgFRT3J9PCEzQBuctdCqaFjxQVtmOMtuBq9m5sjALkFD7VNUNUJLnBgC6W5VECawWFkCT+5VcLcixnjBJm2xnjin3tk8dSyHSk/dSXbV4fntO1nnvrlm37g9TtC/a2kA35/TutwReRRu6ffpSQdBMOXv2dNm+c1sZuHalzLKXe+nv7HRPwXV3gUprsf9xjyaUsjqti2F8oSiZmQlHmkqEsynfzFSAx7lyF+QKlVGncGqeQ/bJPaxrdy4TXKmfgwp4UIBcv349HMIMneMIghFASFXbdACrAxvqzqL+XI/x3I3lHFfGNVvkdpszKsdnjv0M67PtfPXqZwutAsJ0cC3bqZ5sQ71mUXmlHvUlDBodHY6Qpu3bt0efA5R09eVsbbXvi/CKQx/ndcqfvCYBiG0lt4Uvxj6Jpbt3NUJ7O5WV93NqSnLpRUjl3bVNDZL7hXeph/MuHMpz8tzyPgkPKGTsr0Ct2s77L9dTBdwVcpv9LUD4dIUKaXfLfBYJkhJaOZbgiurozp2xgKgURZG0WyjzzEw5e+ZMgAPjFWS6PTIc0Ag8sj3VgSvtHB6+XW7dGgy4EN+q6cmekoaCJhQ9oZaaLK6/ePlSwArjE2ChlKPQOXfmbLl9ayjAFZVXPgcA6tDhw2XXnt1lx+6dZc26teU3H3l3KIPYLkuqhABM0Gnr1q0ROqeN6gKstm3bUdat21D27TtQ9uztKzt37Snbd+4ua9auLzt27CpDcjFNTAS0oVx6z6OPFKqrg4cPFWGDN28PlTsT4+XgkcNl87at5dLlywF+KIQ2b95cTp06Fc/c94TN0/7sUtcrqHW+7wBwAx5evz4Y7Tp44FAXMjhbTpw4VbZu3d5TT+kn4KRoI7uqJ8eR8RJhgStWxPhyPgjFHgAU+7hOAUyBsyeeeKIMDAzEPuPSN8QxgMuz/43f+I3oU4RATtWJSNpx5n2sOcgmIi/WyhVPlD27dsf/a8J3xyemy9VrN8pjjz9Rtm7bHm2gtgJFATjAikqM+gvQArH0A3jU5sOHD/UStHuX5Lzas3tn2bVze9mxfWuArYuXLoTNZxJqd9+b+EbNTJWFDlgBVQmwgKu7szMdvKKiHgtwJVxwZmJ0GVw9TD/C/nO05aWXfxIOKrXKtmNPBryiwBJmBGKBJtRXWRJgWWYeLA5yhmVxrH/8k9fKCy/9uDeLHQXQqz/+Wa97r/389TgutC0VQFRX1CwcZWFMwBUYoV1CnYRtgVS7loQMgm3ve/9ne3W/HVb+9KNfKRQzgCEIAdYJk6S2Aa+AvQxZA5+o21pY1YNWkrJ3+a2WQiuwMJVugCEVESBDSZQQC6wCMZQEVqmwytBAKh0lVTuUOwFwElp1oYEtsKL46cGqLpQuw+XAqlzPsDZqKyW38xzbGV4K5lGigTTGCnAlrBRU/Z/+r0uhXPoX/++VGLPyRMlXBXK5BqAy3hKYWleolLwTFFdCNCmuQD5jlI3YhT30P8FVwqkMg9TvpSWBVe5vwRX7gUtAMugGtmkD0OZ9oDALWNe114QGmZzee7L//O8F2KWGFAYJ+IKg4Jz+sR3ba6fn5H6enQJGAnH65dnrqzHx9DPPxzv9dni3lvuwbIFlC7x9LDArp9X4WJkeGy0zAFYHrqbH/cDtcl1RKXR5r8LB7Jzr/IGfaitJ3i9fulgOHTwYf9nmZFy9MlDGR8fq1OBj6RAu/hWb06uerMO6cKsAAF0umMwXJDcMBVUcm62gQkhQzUlDAZHwAhioYWYS/0aZmSkLZrSapU6aj6X1+QhhMzW78xwDWoTAVYgCdKQyyDJLwpUEL3W7qz/C41wvV9ViuXf3brm3IG/V3fJkt+6+iv1VHQZQ1fvnMtrV7Yu2m5Vrts7OtTB/N8DQ3fm7ZWFOovkK6dhCyftTPt24fr1s3LihHDh4oExMTpS5+ZosuYb+dX12H7Zg+67Ydo4cUpn/Z07eqfm5UGfMzs1FfQNXB8rRY8fKho0b6tT0HCqKq/mFsGn0Vfvmah8TUqUNW9sCOsAMJ49jD3ZwhBVOu7Chw4cPRwhTqk5AjgQaFa4tqvXcK6FVgiPLtFOFXpxuEGlxHEWC8VAeAqYAH3ha8xItvSbqon5qQ8I6eASWBKiJPFIJuSqwCqe/c/y1W701lxAIdDOSdKfzzikHKcCZeB5dfqNsizYEiOoSV8udFEqjyAdUZ1vz7CdiezryHsl9RD2ijE8AJYBR2qDWNxFhZHVmNPXXNtYwxqpg0a4KrjwPcEDJZ6P/A1evRi4iKpyR4eFyZ2SkjN6Rt2ux3onxiTIoPO3S5SjWhUpWsNCBrA5yJ/RLaAKcTE1TVU2U/oEr5fCRI6Vv/4EIhbMtFE44HkXUqTOnyyOPPhJKo2PHj5fd+/aUbTu2l+07d5Sz58+V8YnxUB1RP+3eszuUQ56FfmsPgAOMAIpg6szcbMCvo8ePlY2bN8X5gMqePXsCrGzbuq2sW7u2nD51quhjQiuAD9jYu29fOXP2bICordu2lXe/5z0dUKlKQ8/feVX1dDMACHBlHxijPkvtAk7WrVsf0Oz2MIXb7bJ//4GyavXqcv7C+QBz4Nyp06djNj5tjjBBM/HNTJf+qwNl/aaN5eiJ4+XOnZEAK3KW+Xbs27c31D/5frG59VzWcTFdRkbuFLMjUlWN3BkrFy5eLmvWrCuHjxwLxdXt2yMB2fr6Dtw3RhJG5TjXrwShIJbcUIDP5f7Lkd9KP3bv3ROACkQ0FhXQy3eC8o/t1GM8+o4AdsagcMJ3v/vdAcHqmK5/QPF/UIWfQmD9X2V7Kr6fq1auLHv37I02a6P737gxWB555NGyc9eusDllFUjl2QqzBC8ttSPDFh2raq9jYd+JidH4P/DG9avlxIljUU6ePF5OnzpRbt8aDPVz5J2crn+4qf9PVqiWwAqoAq7iDxq+bUL+hT+C6pGzsv7/Dl4tK67ePr/hfq2eCN3jfHP8txy5F8BE+CCAxQEWQvjv145EwmcQSzghsBJqLOGEK4dC4bHp8L3yze88W5594dUIVwNVKK+++8OXCmCV/8AtM7OBVxRAX/tmVQCBVxxnoWCcdSoSbbow9KdFWBfHHJSQowiAoEQ6dOkPAoBl3W/l5Qsv/jhCvyiEKIaEeglXk7MoQsV2TgW8oLiSAD9DBc0gmAqrpQnZE1p5Fqm2orYTLqioSwGw1Cmn0RtB1tcDZoTCqAsNNF5StZPgKpOUJ8CxbKFVD1g1qiowJfJALQmrc65yH+jq9oFbYFaCK/CJYkp4H2WUcD8zUYKwxiZ7GqsAq3FsPOXYokpK+7rGOuADbhn3wJdQWOom/c28X6m2An8SVC0Necy2Zz9sA1OpfGIb16ojbalPgPH/+O8uBagEscC4UF1N/HnktPJOAG/Arn6DViYyoBADOKklvcf2AVcUZMCVutnOPRNcJXxMFR0Y5x2U/wrgBD+X/y1bYNkCyxZ42CwAUGXxV1rgKpepusp9fvxK1p6qEEsgK/NjnTl9smzcsL7s2LkzFAQgw/Fjx0OBJTymp7xqwi9CpbVEwZX5sar6InMGZfgVeMKproVDAghUKLCY2ydVQJZRpmcjhGuhm4rdsgKVhTIPAnUlp2i3pDxKFRS40oKVhC0JQwJczQFiQBQ4AyAtBLihHAJwFhbulvnZxXOsO881FTzNR1slOheKV69ZiH36qx/z83fL3PzdMjMjYTnYpf0LZX7GUv0LEbKU9rjbzVLoejlehMpQvpiSPuwyo051KWAfIFb7wAZhl96xakvAanZhvkwBBcDJ3GxPzXL5Sn9Zu35dqDeETwVg69lk0daZcD7tGPbr4BK7g5PazBFfv359OJocV84pJ9AsXdQM4IF1DiFn05gENFpQldsJtQKKUe51yZ/Zgb2Mpci91OWkcv9IeO2YULL79ldlSaph8vnEsguJNY7Hx0x5X2c3U38cb5KSa2+8T13icxCmQigwiVNccwzlTGb2uWcFVxUYgAZKvdb1U5GI3OxqN24OhpKI4mjIbGaXLgaYuTJwNYDC2PhkGbw5VM6dv1hOnzlXLl2+UoZHxsqEmdSmAYgaduU5cMDdXx/spxoBUk6ePBXJ4xMOOBcYoGjxXJwPPu7es6c88t5Hy5q1a0OBJMk1Bx5Ec63wNTASKAIdMmzMOcZs9Ns3qslvlfaznJ6dKuOTY+XIsaNly7at5dCRw6EkWr9xQ4TDCcMzXiVqB6Te/ch7ysrVq0Lp5Ny9ffvK6rVrYvxeutIf4Ip6asfOHZE/iVpGX7TDOgACjISKZnamsLfxv2nL5lDcCE3z3NjAmHVugib16C8Qo68UQDlOvKfgk3Gd9gY92FN97s8ergNfHFOfcez9oDLynqsPcPEcPZNVq1aV0+fOlEljbG42VJGPrXi8nDl3tvf+sg/brFy1suz0DI8ejtnvJBFfv35tOXr0cCjPElalkrOCqwqCfZfksOrvH4gQwQMHD5ctW7eHKunosRMxtgYHhdRtKQcPHilCHOu7V9tqXZsBKO88pZf33PsuBE//PB9jWvHcVq1eFWon17he3z0f9gGsjFfblE8UcMay5wMeCRl0P+9U/CGle5+mpsdiggLvo+Nsu+KJFQHN1e/Z2O96YX8nThyv56xYEYDdc0+Qpk3Ot21pTMuxdvr0yQBW/h/0/6zlmJl+5ZykcBQiOCHEr6qpwCvQKgswFbCqCxUEryqQryH4Abj8nz5ZQwfr/+XLoYIP2++w/+ztEXZHTXNl9EORY8nsZhxhAEuuHTAFyOJYB8xaN9JTZQEEVFof+vhXy/Mv1jxWIMoXv/rdyL/0gx+91OufcLhXfvyz8r0fvhRqIUCFAghQAU441pQkchdx0jnmFC8c8T1nfieccrOnRft2ToVj3qv8Lbrys5/9PAAGu1Kz6RtIR20FpoAq8hqxCdDETgmuMkww4RVY1RYhggmuQEJ2FmYYAOyp74SCi4oLsGoLdZGwuAiP6xJ5pyILuAE5UoUFgATEaZKwtwAr1xNkpfIo9y9d5nkJsBL4AC+ptgI4ARnginoKuDJOAE52AzeNX6GllGuAVoYLgj7glaTuEpwbY5Zm5hMu6DjwBXgZi0DR+z7w2Xg/Wmil3S2gynbGsksur829JO2dyiyvsWzhFUUVUCVMEDDTfvnoqKbs1y8zbBoPtqnD9F9ONPsAKyot74rjbAJuOQ+4AgojXLCDV6G2+uhXes9S38A54Mo4WQ4TfIt+UJabvWyBt7kFJuUiGh+rP5rHRmPpx60fy22xL/Z3U3IDVoof2sq1q1fKxvVry/bt28K58td/zsG1q1d7s3bNmO0KwJoY68EuP6yzrt6SIztRc2WBJwmwItwQQGhCr6oTXx2LBBC5jzOXDl3mzlFXAhngKsERQGO/8+YCcs3EzHtgFQhyP1i5H2IFJFkw6yAAVoGY+rQn7w8OWU+oFUCoB3Q60BVKqsUE267Joi6qk5r4WLJyCijg6m6Zm3E9xdXdMjszF45b3tdS4SylE82JyuNtOJ572KYqmu9sEbaXH8lMgZ1zHPVNTYajznHkBCcQ4LgLPQIPqFsSgqV9Ldmd0i3DKVv7porGceOHY8nh5OTrQzqAHHcwwDGOrTAhSigAo4VWue75qTvrN+6E5ty8eav0918JhxMAcB91u49xxOkFXRROp77bb3zbp43OsZ+SJxzgyaly/eq1cvrkqXLi2PEIb+L03rkzGsfT6QwHswNXLXzynDnGCedAIOodM6q5L4VSVYRUSFWhQYVYCa+G7wwHPARwhIGdPnum7Nm3N4DOhk0by7btOwJUnTx1JnIg7d23v2zdtqNs2Li52FdnopsKGwMkYIGlvusroAZMAwGZk0jfQRxtdT7YwHl3zcULFyNfktA0kOHY0WPl1ImTPehCVeN8dbGp+jn39gGXIFkdt/UZt7azHtBhZrJcu3EtIJWwNyBJkbtpxconIoQvxyk4oy3C824O3Sqj42MBqo6dOF7e+/hjocSyT9l/YH9Zu2ZNtKnC3dnok/4DKcYNGKZu51NumTHuxvUb0WZ2Aab0xfnGmH3UP2CSvrGR8W0JXBn3nr/tHPPgi3eYjYXTsYvZ6mx7Jor3ACBTt/rcx/XGjntRk2XIJNWZHFfAlfc4lHlTk5HbSnJ4SqajR4+U48ePhgLo/Pmz5ebNG2HrHK+t8irHoW+TXFabN28tBw4cinEmx9YTK1eH4koIp/xbjstxNTw8Eu3M72X2xfulL8Ydm3nP0uYD167G94VSbN/+vrJ+w4Z4DvqqHnYyNr073lv2ooQCrdhUAa7e8573hP3rt6VOMqAfAX9nJoq8XQmu1AEogoKehbHtPp6D4hlrJ7VV2Prs2Thun3BF3wDfFvc6fvx4qL0OHz5YhoZultE7w/X/W9/TZnZfOSjnJuWlqqqpDE9OYDsTSdfrTIL+4ARi5THvRQ9cdcfUMze1DK7e5j/rfvXuUUR98Wvfj2TpV+58KGARlZPcO5RYQvRAlAqzxkP5ZBtw4SS//OpPyzPff7G88OKr5evfrlDqq1//QYQIahVwRXFFmSWpOKgS4Wtf/V6EDMqtJIdRzjAIKghDpLqSo4hjzklfvW8uYBqFDDjzVvv3etjhJ+Wvv/h0+Yu//FrkLhKaJhQToKCgCWh1cCFCwMAMEAN0oo6iUAtVTJPLikImVVZsothm44RXVHDqoLhaqrQyax5gldBK+CCIYSmJu6UwMnDjQTmwQrnz0cXcV8BIFmBLuS+csMmBlfCqhVZLQRDwAiCBMMYIIJPqvABXN/8kFFPCSsFNkEdeNBAQlHUOyCOpOVCVIYPyQBlvCphFyec80Mm/T3/h6UgQD0ClOkp7QaBQUjUzIGqjkuGN2ms99+fSPtdnvy3Z9NvPPBdjQaiokEcAinIKaAMue22994nYB9Zpr+L9oCKTB8ssg8Cva4QagmLawqZs7H6ehecDPAoJpbbSBiD5m2/Bd+qt9g1Ybu+yBZYt8KtZYEqIIEe4UV4lsKo/chdnGYy/1nbKkARWHEYhgkeOHCzr1q4qpziMd0bjR70f6RQnE2PjAYTAKMmGxySjHbvTg17pyM9MVxgmUS51lusshRqOjtyJ9Zona7qMjY+FQ5JOHSeCM5F/0U6HzT7OvuTI6nI9GJMAyRIQk2z3xrXrkYNm/M5YmYlk4DUnVsKPdkmJBWolDJmaHCuS92qn+m7eGF4hFOMAACAASURBVCwDV66EM5XOO+CWsAwk0y+A48rl/jLQf6XcGhzsQRPOWzpynCxO3IUL5yOPTX//1Ui+bMa0OWqr2YUyJddK/9Vy4fyFcPg50/rODuwJBAACYID97MYu6VBZ2gatJicmy+D1G+XKpf7Sf+lyuTVYHW11ccZPnzkT4VecfyFYEjmDVBz3K1cHIlTq6IljsZ3gKgFhLmuYZlVGgUps2cJBs12CGAAIQOXe6dhrO5uwKwedqoIaZdKEAo0aJ5+NpboVzpwyMnyrnDh+NFQcQIvQQ06ucvnSpbAPIMC5pYqxBJM8E/YDF6hnwAgOq/ZFAQlOni7btmwtRw8fCTjD2aYWARW0e9b09M2kBOEkU1F07xYwpT/u6z6eG4dbaJht7aDGSHgQjvYSxZVcSyAF9Q9os2PXzgAUnheos3bd+rLiidVl95595XL/QLl563YkmV69Zl3ZuGlLjC92ZmMOO0ecbeq9q3rEc/F89M17l++isQSoaC/YkM+u/8qVgEIUVXdG7tT3uwM2lFuuyTxF7OR5gzotgKhhxPW97DnmXZjl7Nx0GRq+FYDq1u2hCH8DZIA7Si/wLkIFZ2ciVJDayBi2L8dv/9Ur1V6SZvvGTNXrhfkBEAmu9BdQAaLAi1AfzlZwtXX7trJ6zerYn+PCbHPGirHqPXO9cQF4eLdzTOszddT9SqCalN1+7wR7K+yiPu+274V7AYTaZJywYe4/dfJUWb1mTTl/8UKvr8bBE6tXlnMXz0c/2YC9gD4qNRB6dPROKIC8j0AvJZBvvjGXea56qqtIzj5bhoaGA0oZW2YNNLPh+QuXA1wdOXq8jI3JVzdctm/fGXmvLly4eN+4Yhtt76nEOkUluOmde3zF4zG2R8buxDMC2Kj4jB3vJnuwU0JFsN8x40si+IsXL0XdABPV065du8vly5dCSaZvSuTKm6vrqVpLcKVe3wvP30yGwLnvrWfn/XBeQkXvQD53sGp0bCzeZ/u8U1u3bi6HDh2IWQsrpJosC1NmAZyqKinrvmmUht75+OMFYN19L4QCZm4r1wgJbL6BAa66SVcW/z8fXw4V/NV+Lr1zrvr56zUfFcXN73/wC+Xm1F+EUy8BNieZgoUySDiTJZAltI2q5/s/erG8+PJPYlbBBCUUWKBY/gOuzDooD5aE4UAKGEPlA0xwtjndYAPQICE1NU2GggFX7k1R89t//LnyizYLfN7kIVyy6w+ffTkULfoLGgA+oQh6ooZdrt47G7YEDFNtJWxNknrqqAzxAxgordhWaROxJ7hKYJVhmZ5HQivKLbDKM1YSWHkGS2HVYiL3GjooF1LmwgI9MhcWQBRF8vYmtFAoIVAS4OpDNYwwoQ2QkiVhELVVD1x1YAjsAV9+GbhKwNl37vd6+cGMSXCTMo3tE5iCdhSCxvb7P7SY8+mpr32vfPPp52L2SxMJ+Gc2Ts/J/SWM1+5UTWkjGGW/tllqXyaWz6VjedwyQyRTAcVWL770k7gf9eOfffwrvUkKKMDkuJLXCoBSJ3AHZoFU4Bao2SZu9964LmDXk58MyOeavLf264fnAl5Rz1FcgZrGVPb9IXyFlpu0bIFlC7zDLQBSAVKpukqAlQqrgFVNCKEf0aaoF8IQyZSnJsvI7Vtlz84dZe3qleXk8eNl4MpAuQ4CDd2OfC4Jn4Ch82fPlYsXzoVC69bNGwGxAIfJ8fHId3Pj+rVy4fz5cnXgauTAAWKOHT1azp4+E3Dp9s2hcunixQjP4DByGMALebUOHzpczp87V0aGR8LJ5PhwiP2F/NTJkwFgIulyN7PazOR0uTM8EqqYQwcOxn0OHzpUOHly8MitVZO6d7mvOvgBYGXYoPWhW4Pl+LEjZd/eveXM6TPl6JGjZX9fX8AO9wYdtBO4Ejo3OzNbrl29Vg7s31/29+2P848cOlwO7D8QygggJMGV0DWhWJyrEydORkLjgwcPlzNnzkWS47nZ+TIxNlmOHDal/IFQOpw6fSryWMmZMzk1WYZu3y4nTp4s27ZvL9t37AjHmWMIiHDAOFHayaEGZizl4tmxfUfZs3t35JgR9idRs+uPHjsajiNVFRUPZ5hDJp/S9RvXy/oN6yO/kNnUgLDIu9WFZvbA1dxiAvylgEmOlsEb14p8Mhw/zih7aDMHn4NuqegD51146sjI7ci3o750rKPumKEQJKu5usbHRkvfvr1l27atEYrE0QWpjKM1a9cUOY/SbmfOninr1q8PyDDWKa7kP7p+40bZtn1bKD3kEBJSyEGWm2nt6jXlyOHDAWeAW0oLTjJABgRwLLULeNHOCIsEviIMbibAGadWjjiOsGJMUJdt2bK1A2VdPi997YBXrauqRahnJBwHUVJtlHmMQK2t27eXx1esDGgFLAgNvD18p2zesq2seGJVuX5jsIK46ekYu5QvqV7JZ8BuCa4SaHk2AI9n0oIr+4ErAAm48k0AeO3XN86/fFFAVwJKz9xYVBcQAKJR4uV4Cft1fQf9gCsTAug3QAfcBaRbv6785nveHeAuIRWIBVydOHUy8hTJ+2W8eq6gkzZ63vbLCaf/vjfaq+gve2ib/s7Myvc2V+6MjsZ7JscUNV+OCzCfPYAOfXI9cOV6djS2s/hugVKgHRuwt7HgXN8z48l43bBhfeyTeyvgysxUOX/hXFm7dk05ffpUzB7peu2l3tKHi6AsyDw9XY6fOBHj/eKli9FPIZv6fPbcudgvYfytoZvlzp3bMfPdnTvD8b1ma0orwCpKN+uo52KCC+/D9u07OiDUXwYGrpV9ffvLypWrYh9wRGXlu7Zq1eqyfv2GCBEFdnyP9J999NO4ULw78oWxOQC1ZevWcmVgoIx6l/fvL+vXrys7d2wve3bvKjt2bI8JDczGaQZNCsaRkeHi276J2nDb1rJ/PwXj6dLXty/eq6tXB3rg2PsUxXjq8rb5LnoeQJd3GVgW1qqtxqxnl+PWH2yuXr0W33LJ1xXhhHdGjO3xcv3ateJ+/rAxMNBf5LXyhxxh+ADVvCK0r5vh174smbcKoJoX6jxNZVXDCO/6lvQmORAKPVXzXHUzDOb/9cuzCr7Df/T9Kt1/7bWfxyx+HNtPf/7bAS1+508+Hw68sC3OugKmUFI9/d0Xyo+eeyWAgbC2hCoUV/6BWM89/0rk0QG71AvIACYccyFa8vPcnPpIOOUUJBx0uZ+EflHUCAej9uK0g2AP+z+J6vUVNNHPDLWjcjEr3P+9djhyFMUseE8MhZoNnBOy9s/+7cVQD7mO4gqAEs4FTEWY4JJk7C24SniVoYKehzb8x4ArwGoRWi3CKuqcLD1o1c002INX3ax7vTDCTmGVqirQJtcfBK568KoBV8aGcQbgADlUUpR+lFJC/QBOyfyprKjWjBV5rZ7+7q+Xr+nHP/lZ+cRnvtGDVL3wvwZcZdsAoizejSzaDRxZJrjKUEEw85f98z55xl/5+g+jfOuZ58qPnn+l/OSnr8UzECpJlaWfwLKlbWGPjrERW1GoJfhy/4RXoBwIaUyAyMvQ6pc9ieX9yxZYtsDDYAE/ZoULUl4lvAKr8q+zjud6/ni2jB/BE+Pl9uCNcuLI4bJl/fqy5okVZcuGDWXXjp3lYN+BUBJNjU+GigmY2bFte9m7e085fOhAObB/Xzl4oC8gFrXTyO2RcvnipXJg3/6yZfOWcAw4Vv7CvnXL1nJw/4FQAQFYu3buDGeDk+Mv65yawwcPxWxP6j95/ETdd/hwOAzAEYUCR4PTyJmjvBoZGi7y7Ozbs7dc6e8P6AJecKDBsemJyVBm3Z2TXFzi8/uBVSp4gCswDliQmBwEoqLgBHN2OFvaSDHg3pabNm+O/YAWh9xSfzmz6bhRd3D6zLx19iyl1GgoFUArU8xPToIeC+XS+ctxzoVL/WVkdCxmNgOVzOwHYAiXunbjeuSC2bx1SzjKnFn3pczgiHGMOV7aZ0lNoy+nTp2M3E7XBm+ECuPwsaO9ECz5k+SX6dvfV4ZuDYWDzIlnPw62ejh8cmIJEQSteiWSvVfA1HOCm1C+ixfOR1gOZ7WFIumIa7+62RkMAAU48AFvGqeaI63MdjDLNfrM+eVAgwIJxPRZGJtk1ROUF7MzZXDoVvSbYokdM68XNY59GzZuDFXJ7Ox8GR+fKrt37wmlh7o8Z1DGOujALpzaCK/qzSxIAajUHGxgzsEDB8tK+YhOn45rwTnjCHhI8JGKraXLBGLCFkdGRwNcyTkmv5OxQFGj7Xv39ZVVq9eWKwPXAlqNT0xFzqvtO3ZFLqKBq9d7kIaNgRRjOJVV7AieUAYZs55ROu76rZ2AKOjoWSns8Ojjj5V9ffsCWnkH831YCq48F/dwPeWZ+oxXkG++ZzsTM1T1T4asSSa+D4zdsT2UVt4DoZHyWWWYXOa4AtFOnjFLHmVNhaHUYvrqHTbzH7Wi7wyQCFxpr8IOvj3aZcx7/hSQZjE0s9/69RuLBOTC5ur+0fiW5fNjL+8I8AdqsJ0+W1L3tUpDY8Z74Frtc47v2ObNm8q6dWtiJjqKKLPOnTh1vKxa9UQ5ffJ4mTDBRgd8ffuMeWOKTd1L+KBxqX+UmGZa1Bf91Lf169YHCDp8cH85chjYPxyQPt+xtHmOwQoUhVFOlJMnT8Q7CSKBPProPju2b497SXAP+ABsCaR8J9nEePM89NOY0XbPA8gytrwLVE36kba4cvlSOXf2dLlw/mwZuHK53Bm5XaaF3HXh7Jb2Xb82UAZvVFBEQQZ2j46OhJpMP/L9iT414dG+xe5pvPs/wn2NgRw31u0zlvIdAankq/JsIl9V154YsxRTXZi8pfB5bcz/Y+P/4FRaNaGC+Yck58X/y5MTZUFI49R4U+5XSbumvc65y8nZH4ZfX2+TNki+/vOfv16Ev1E+vfba6+WHz71cnnvx1VBUASegFHglt5V/QJiQQQ45NVDOdgfMULBwsDncnG+OuLAnoV2ZpD3CBffORi4iycs//MmvPbTWBOskUWcDsEjYnQIIySvFLiCdxNrCMeURk4/JDHH/5yM3IufRP//3/QG2QCHgCrRSwKjMadXCKja1zfYtuAoF3Ne+H21Rj/un6qqnuLovp9XXe0nJwY2PfGpxxkHgKvNdaRcAkkVInZIhgpm8Haih9AGtWnUViLK09MBVk9A9wQ8wlKGCwBV1kdBWqiMQEOAUMgheUSbJvfbr/gNbP/fUMwFWM28UCEWJZakYt/fNUvi7fxUQC7zSdnBLCKJz9VcopnflV/3nfQMi2UPYJHUiyMsW3hl9lyNLLqxUbLm3trC/Z2EcaocQ32Vo9as+ieXrli2wbIF/KAs8KFTQj+L7f+g2f/HtfgQ7DnRdv9Jfzpw4Xg7s3VPWrVpZdmzdUo4dORrKKlO/K2DSxvUbAihdv3o1/sLMyTDt984d23rTxAubu3DufNm2dWs4qxx9jlb/5f4IqROGJxzv5IkT4cSBWucvXCi3h4ZCjUXNtX3rtrJl0+a4jmPE6ePscIiAJU4ZNY2/xAvnA9SE6UUIYxfGkSFaQhtTIUQ1RGWVydqtA1kcHX+dB684adrEqcy/wHOuODrgEMeHw8gRoyDh+HPO07nkNHLQQDYgy7kAFUf45MnTMaU8eHXr1u0yPHynTMtnNTldLpy7GFPdnzx1tly7MVhuDt2MpNwjo3d6YUHUNn0H9kcYHxtQfanffYAHbUrlgLZzNsEE51JnHD56pKxaszpgGAgiLxAYtrvLm6Qe/bB0nX5w5PSP0xdJ2mcW4VUoZyRj78AS5UaGCrLpxYvnAxYIx0kHUf3qS2fRNrWK58Xut28PVSjUgKtUhbiPdcDAOHBNQkz1qZeTLFn3/kMHwm4Ah37K2QWEAFeZz4ttF8GVcLjZABUbNmwMVQZnHDBlRxAAdAJ+2EQ7jJlwlOdnInRV6KgiPHbvnj1Rh/HvGg6/MRFAkJIrAM4SJ7sLPUyIMNMlCxcqqE/XB29EnyiOxibGyq7de8qq1evKteuDAa4orsz+BlxRXF3twBUbJ8zRjnTO2QxgAFgAh9Zx974BIsa8MdXaV04lOaN6iqupqRhjzvUMXeseOXZcz3aeGTUQcJV9NE5a9Y8QzFOnTkSCdUoqyjJhrELJQKpL/ZcjfNVzpcSiuKK8ojTST/f0vIAr76oxYZ+xLDzM+6ov2XfvsHGkzd4ldWivvoBM8e7E/tnefu+GMateAMa9QFc2Zk+qI9cDZb4b6lCn75c2GA/Aq/d1584dZfVqOca2B7y6MtBfdu/dVdasXVV27dxebt0aLJSS3knPSJtcn/3wvbHt/sao8epe3n/n6PeePbvKvr274g8Nly9dCAgDXCls7xkoMZbnan4ldjBGvU/6mN9D30Lr3kE2ZDPFNsDruHu7XnHMdoKg3JfPwPPJc0O1SwW8JExOu0I9lSqqbhnQqAvPBZVALPtybMVyrs5q6h7u6Xk8+uijMUYSmmlf9qPtU66PjzfgqssLqT0JrTLfY4Iriio5rRJgLf2jkW15rPL/6LpNdVXh1exk/UPTPcpEifm7/JUJuur/68vg6h/q99U79j4vvfKTcMiFaIFTgAlwI6QNxAG3UpHVgithatQgnGuqK4oR+Yg44yAWRUnOuCcHEEWS/FtXxz/8UNpamBn1GXgEWlG1fP7L3w3olMDJMeor6jEJ8M2YKFE7BZZZHOW9ArDMkAeAAE3qoVKjkEk4lUv2bAu4Zdu5S8GVupQWWoEYwJpk7DmTHlVYKqwSWGWIYOa2Smgl9OwN4KoDVqmwAqWAG8u/q2S4INgDaCYkasEV6AfQRJ6rwT+J/FRUV6m4AoveTCBDAQX2GKMKiAWyGq9CXG0roXL63bqeeaa0Xz/Yk4Lqzfr37AuvxJgCFo0RoCphVaqt7Hd/NhWyCSoCxd5RasDlf8sWWLbAsgXeChbwQ1bJMAI/dPNHcf2Rez/Eas+n1BofGS5jw7fL6ePHypYN68qp48fKrZu3IteTvFISMK9euSrC8WzL6yQsYvj2rfgL/uZNGyIX0LCwwrHxcm3gatm5oyoZzCjFqYk8WaNj4exyeMEtjnFf3/4IzRH+59rB64Ohntq5fUc4h+lMC9OhKOL4cw45G9NT05H3yn21K6BYN508R5mTMjk2UWfV6xK3Z56kDBO0rA7bTLk9dDOcP6CF08YxzcIJ5rByODlonEQggvOTIIZzpK/ayYHn9HGIJDHu6zvYmzr+3LkL5cYNicqFWc2WqcmZcuvGUBE+uG37rrJz955Qmsg1RVkDVHDUKW0CXG3aFNO3pxOorRReHFvOs3tyLrWBE29baNze/X0BrkAAOYPMwiYXDnhDQaNf6uSUJ7jSH9BKgvkeAOyS1wvbu3dvvty7t1DugoAAVgevOHaXLlaFEXuqR90Ke7U28zwpSdhUHqGeCqQLX8ptsMg9hChp39at1EA1cbg+qpuyidJJ3+TrAqmAqzXr1ga4Yk/7Mwn3zt27yrr1G8rNQSGW8wGuKG2eeGJFAAgKEc/R81eAAvdK5zidfjnXFKo0+dWoUgANKhX2dB04YgksZB2LwKDmCsuxaDk7NxvQRnJ2M+XdvD0U7TajHIi5bcfOIp/V9Rs3y5RxND0b4GrHzt2Ri+jqtZo3ia0HBq6G0gSMM6a9PwrbS3i9qwNX2sVh10bvEDsb48Ll1CO0K8AVADZmUocKLowdYMo1ly/XPGDqcg0lEFucPn2mPv8u+XTaLmzZqenkJjpwcH9Zs35d5LkCGkHWjZs3heLq6PHjRe4r7wSwJYSSImvw5s0I6/MeaDNAN9LNhqgdcrppm/1ADJhOFeXcNWvMtCcUWPL+0XLmzKlQQQFKkppTFskLde7c2bJt2/aycaMws6NhF98n4XLeNe8fgOydUz+1mvBgY3JsbDzGgXsa5yAWO8nLJD8SWCfB98DVK+X8xXPlwoVzpf/yxTJ6ZyTAlWdgHIFRQJh33nPKZ2W/sQXyx7exg0raNzZ6J5RKmZMwQeFcF37r/cpnUZeLk0uo33tVwyWNgTrBQz5bz7d9p237Xlhmca5zFOuUhLXO2v7eejdpSEKhhFUJoxIUyc1I2aQfNZeVMdglZW+gV7xDXXv0w3sMVFJcAX2+5ezIXtoVbYv+1j65pu7LPFld7qwlk5H02tPNFBjhf11C9oXp6Z7aGYRS8v9k/0f7P7sCKf+HjxUhgArw1ZtpsA0z7P3RaRlcvRV+m72l20id8oNnXw5oBVZR/wAtcjRZp7x67vlXC8AFuIAqFEQJrsAGDjdwRTly7uYHI/wJxJLDCJSQfFsSa/m1jg18IJRLD4vRpEd67oVXAxilOsoSxJL/Sx4wdgGU5JxiGwnoQSozNGbYIBUW9ZX9krcDeGwkJxWljToTUi0FV4BVFudQtQW46sIyKa7ekN/qs98K9U0LrkAWQCRzWuWyFyLY5bVKWNUuewnZfwm4SpXVg+BVQisgE7hSloIrcIaiCLi6Pv7nkchfuKA8bACn8FL3eLP/AWHPv/BqAMQ/+vBTAR71QfsU4xegsg+sA/ve/+Gnyhe+9N0At9SJf1//Igz3xVfj2f/133ynfKpLsG+pgJ5UflRolI/L/5YtsGyBZQu8lSzgxy9YlX+ZzfX8UZw/kNvthFfOTXh18uiRsmHN6nLiyJFQPwFB1Fa7d+4qa1atjiTfnNWAV2b7GrldLl08X7Zu2VT27dkTqimA6trAQNm+bVs4B3KBBPwZvz9ZuxxY8rtw5IQGCU2RI2vo1q2oa8+uXWXwxo3IJyRcg/PIKd2yZXMkOLdNcaUIU7x04WLkt0q1E2WDPFUT4xMBXORpmpupDloLr1IhxEkaGR4qu3fvirCXdAzTqQIwOKfUFNQPoBUgw2FP542jo6/CdygugA6Oj6nihQseO3ai7Nsngfiesn//gZgJT5LjafmJxibKtWvXy5Gjx8quPXsjPAxgojCRo2dmbiZUNgDTxk0by40bNQxM/Wwn34q2sxF7nT175j5FWICrvn1lxcoV5ejxo6V/oD8gBBAhl9DNW4BMDbe6ebMqzzjXgFM6oBRXSoQKRthlDeFLaAUscXzZ1BIIYDMqttreCkXYNO3KZkKSHn30kXLkyOGY/cssYOFMd6BKve02qAJgynMzNFSVMjXnz1S5cPFCqHAAuQR+wJVE1XJFtQo2EKsm4V5Thm7VHFeUcJs2bQ7bec76z/mv8KImL9fmBEyp2DO2opg5cnKyHDxwoKxevSrGgPFd6xCKVJNWc7SzDrbq1dOFOrEhsFDbuLWs37g+1EeUc4rnuUNy71WrI5cVtdXU1EwZHRuPZO0rVqwsA/8fe/fhdNlx3nfe/4zL3q0t726VN5TtrZUtB61sOaxsy0mREikRcQZx8mACBpMzJsc3zzsBoEhTkm1KFimJorgiZSVSIimRFAmCESSYRALsrc9zzu++PZcDmQEUBei+VV3dp0+Hp/v0vff0932ep8tcCzRYLhNMPoQeffSRWrPGY+74DDL3GzduaJcuXSyzOuU9r9e97rX1eTt79sy4Dlba2XNn29333F1zzwH+k+NJa9oD6YAB6/D4sWPtzOnTBXv4JNq2bWtByWvmadQsGyDJ6CcMcBjh1YED+xrTyA2bNhSU2rJtS9u0ZVP5bLL2+Syjcblv/77SpAP2+DvavHlTBWsf6LGe9Wc8ly5erPUFGm3ZvLk9/vju8k8ErKtH+8lpe74Djh8/2g4e3Fen8J04caw0eQCts2dP13jBptOnfa8NJ1RaI64BOrHnzQ+az5HvM5qgg3NwmklXS6twAEwAInM1p9QNDtMLxlwbgUxpD62B3mvXhrEYj2BsQ97a5ymf1Xwn+Zw5XIGWG6f4K8vWwzDX5rvCuOaswck6VGcVfLq9D9fGMsgwyBZQ5XOhv/QNdude5PLZGNaAQyloLZJrkN93cMGmUaMq6yR51ot0meONp+0ZS41nHENBrlFbczCHNI7V+l7m3D0mu5472Gf++S2cjKnGMMzvkD+emDtx+D74zgpEI4sQyFYx01drrxyx3655NQ2v/A4vz19tq2BVlZ+veuWg3XcE0NWZH/oNH37HZ+DqlfSO9oqUFbj55Ke/UH6xnHZnowyecEhO8whQcf8Tn/p8AS7XwAqQEgDA5AqU4L+I4+0DZ99S5oKcbTMDc+oeR+bAldMGaf78Rfjje4hWmfEYFyhHqwVQ4HgbMIhZn/vgE3hFIwaoEpgL0rbi3+qf/uS59s9+6nyZDHLYDhzR+DGXgVfRvDLH2kwsX5AHWulLHdpvICJtKyCMllUfXgpc6TuBmSATwZwcGOfrMQ8Ux0QwPqx6UJW02DOfgKrRNHBy/ZbfHXxCvWUNXDHJo9UEXEXjCrhiKkcrb8exny+TQesGSPtO/jHX++KXv9Ke+fhn24efGU1fSxPuU7XurQU+spjTzv5mMzCbgdkMzGbg25sBpoKCl2AvtWCUOP/dld+n3Qu4Gl6c50rr6sATe9p9d72+PbF7d8EggMrJdEz3mAk6OW/+6nybv3q1jv52suCJ40cbjatNGx9tHLU7nfDc2dPlq8qpbLSvmOsl8P8jfezokdJq2LqVdhOHt3N1QiGtJ21t2QyEnS2/IU7709cTTzze7l93b3OkO7MQmw4QgxaFDSlNB5tn8IZJDfACGGTzJM7mTEzbCiAQB1xt2jQ4D9aujVhBitXV0tKgsUGTwj3mOTQsaD+knNh/72lc0eSgzWLDZhNtkwRyiW2ayCycv3C+NnC0xjjEp03CfI8vn0c3bijH6ZevXK4NJo0J2hnr1t1XDoGjbSDm52X37p1t+/atZXIEFpGPPGQYHFRvaa+/+2fa4aOH2pW5ywUjgLZoGqQ9G3gnZZGPpkg2oOYv0Gl19Xq7fn11omkFLvV+c7TF74yj4u+99+56dq7NUdrQ7qVL/PzcV+ZSQNc0pIp5YGIbbc9+27YtVe/Y8aOlfbS4slwaaTStfvTHf6w0yfiDonE1ODJ/nDX1KwAAIABJREFUsAEcIBagpfyRY0fba3/6dXWaGW0W8wAoeLbMvEBKWlIgJtkvXuTvirPuxQmgy3qyqR5OGrSxXaw1es89d7VNmza0Q4f2t1OnThbIO3EC9DhZYwiwKkjVmQkG6PB3dObc6Xb3vXe119/90wWBHFpATto1TNxoMkUL0Obb+gKK5HMofeYM0zimWldr7dx33z3NZ44m0ZYtm+pzdv999zTB4QQ+w8a4c+dj9dweeuiBSjNZAwiYTXmm2nFPG7SDfH75AqKtxDTNZ5j/O5/jvU/sru8Ln7Foz2TejF3avcwHIL7/wN62a8/O9sS+Pe3Ek8fbxYvnak4PHtw/eQYgE8fY+i8NpeNHS2spJmP8aGkX7NDv1SuXSquSSbDPEtMusXxxAESghFj9tCGWN+QnHs1FmTyOcMN8C+DkUH9xAEKjPMpxuk2uyDa0udZW7pmTmzdAHmO5XR7zVvmjdlM+V2Kf1cn3HhPW5WulDbi6wlfdUC/rTDt5DnkuPm8xJ/SZG2DXAJSB5Rs3QKnr9d2iH59l3zNJi2/cuFGh5CiwO5jS0krsA/Pa0uacmCv2potroNNYyTzMxdpzyTjEMX8k8zTU890zgP5B29A81WEKnvPkuXoGCcPzyRrIMxLXMxzXVeRJvmcvT6g6o6aV3+BBu2pN86p+m7u1MKyxYWyT9bayZuav/vB7vjjzcfXtvTbNan8jMwDgfO7zXyqtK+BKAE5o+gAm4Mqzn3q+ffxTz5efJoAF1AIyaK0wB2OCxUE7x9v8FwETfF4BV+t33iqH5T/+4GKZ19G6YZr33fyjQRZIBxD94R99onx55dRDTriVYSZo/OAWiATw0Czin4lz9pgJAlf//KfOt3/yE2fb9/3o6fYvf+ZSmafRgDKH6gJYoJT2AqwCzLQvmFtzz3k+7S6gDLgCCpmLCd8IuKI5FI2rHlz1sKqA1VuHE+uMa9qnVUAVWDUdJrCqB1kduHp6dG4ecMUEb6JxtfArtU5oWQFXAKd18+7f/8h3c0nM+p7NwGwGZjMwm4GXcQaW5tecsg//jR1ebpPOy3Ife/kNwAK6Fq5cbof27W333/36tnvHjgJXTAL5kOLfat1995fjdTBr0Lq6XBs+4Oree+5qmzdtKG0Fm0Ebww2PPNLW37++6oNVzAMDr2hBcdwNaAAQwJV6TC6YH3L6HhAmz8u/mDkNoMJ30qChsOacmFngABiulrlcwBVwY+OU0G/QAKtsemwybISBKxAsvm1sxmhUgEC0SQAObYJjtH6AMnBMORuhmEwxmwo0Y6JCoyO+f8ARAEwZeTQO+PYyhouXLxaA4dcHhGHKFnBlI7xr146aN5ogNpM2SWKbdZt4UIK/nLvvZrJ1bLJ5XVicbwcO7W/rH1zXtj62pZ08dbKAGlmMj28pcMOGD+wwz8YM0gVsGTstMiDOptXmNUCptK3GE8qy0SWvtsCNhx9+sNGkYcLoOWkD2OPj53Wv+6kCHrXhG7UltJu2tZe0jal2rQHjpC0D8tFM45CdE++f+MnXtK3bBx9XwJVTy8w/J+xgFC0zpzY6xVCetSKfmaW5oF3n2dAW2779sXouYI25BUjMdzb7WT/ifrMKyAGtZDR2MMc8bN68sR07dqTKqqOdvq7rtAME7d33RHv00YfbI49ykL2j5g1stO5oKwrWovm0LmmUALY7duys/PPnz0w28+DTvr17ag2RzWfX582hBHtdHztSWpTAlbX05JPMJI+sOQ5fGWCMduTTTKKFBOplDZL54vmz5QMPwPaZChAaxjtAiYw7n0f3EnzeF5fWNJE87z7oSwhYybUySde98TllfoGAzK041+KUkS+dvP553FZ+LBeZ694ITgJPrGf5aeu2slP9p19x32fyI594eu4CjAoQjfAo33cVXxugVUx9yzn+2E4P79OHZzIA5AFUGc8Agga/WMNnfQBX4BRoFbgtDrCa5I2mg/q/ef1G+YEDrgCrmNf24Crj68eauTcf02EyXz6Dt2lbrQE83835HvM5SVgqjas1CJk5sAaT1p9r61ic/rOuI5vY/b5s1fGPozhiX+LLas2/ld9hpwpqc7q+60kYTQSHf0AttqW5KzNw9TK+Q82a+jNmAJSiYQTmgDU0jcAW0AU8AVw+9dznS1sFbAGuOI0GKOKrh2+r+C8CJZyYBvDQsrpry/VyaM4nFFM75nnfrb/PPv+l9v4PDuZ4oBUtK3688seP0Oe/8OU6dRFgApOAJJpiTMvAGNpDTkvkz4rmFU2rH3jNudK6Aq++99+dLI0i0CjO3YFAcwlMBVhpOxpWYvBKX+S6E7iiYdXDq2mNK7BKnwnMBMnNrxWNqx5c0bwCqxLi18pzTTrACqyr0IOqpMd78W/F9M48WRe08ZiS9uCK8/4Azl3Hf6EJnLbTeJr9zWZgNgOzGZjNwKtjBqJhVS/Bo98MUCpgKtpWBbKAnJwoOMIr2lrMBY8c2N8evP/etuuxx9rFCxfLl9WFc+fLfxVwtWf3nnbxPH9SV9rC3NXSUnhiz+521+t/urQ1wCfh0sVzjakfB+tnTp2e+LUKuALEnPjXgyvQBJyiWUXzg2Nip0e5Lqi1NICr++8fNK6Gk6SuFABilkfrBBQBgmhe0Y6yqQdHBtAywCubMs7ZbXakA69sHGhebN60qUwcmf3EpwzoQbuFppT/2gMHzMj0QytJvqPTabsoy7eNtI2b8nzq0OJhQigfdADHgKrSQFpeaUcODWU4mma6t3vP42XGtvfA/vIJQz4gAQQxB8ADaADg2VjatAOANGnuuutnytwROCODTRuNq/MXz7XHn9jdHn70obZpy+B4nHbYrl27ax61pY09e3aXNhNzSH6JaPcAOsww+fAxx9q9Pm5wA63AJWaDuQYR5uYdK3+ioCP4Y84EcAUYA2VAKPLbdPaQKvAq0Cr3AQFygkg7dj5W/rr47OKs2/zxB+WaT7Dl1WHDev7sufLR5uRK5nFi5mxOwXxs+/bSkjtxgibUYj1fz8nz4vtox84dpXVE20e/tTkeN/7WUTbONpnZgBqPNcrZNjlBO5qCNK8CCJW1Oc4GXTt1PW7OC+ReOt8uXODce3CIvcIh/3iaJADouXjOa5vywTTVGmVOuEJb4zpn+IMWkM/S3JXLbe7KpTqxzSa7Pl8jIK6Nt436yuA3CBBN3cTyjE+Qp6w5SZ0CHdE26TbfmavEPn+C68SZj8TaCjjRvpC86fjr7o3gKv1lvsXycu25pT/5SYtTN/nqpJ48ciuXZ28eIpdyuZ86yvbptDvdV+qlj8xP4r7ebZBq1H7q8xxKARQN4Eqa3Gvff9rqQ8kygVfDZ3IypvEzGlgWcCXWZ30vjCaCrif542mka3KsHfJArkG2YW4yRnL0wbwlkDfpxF8v43BgA5nyjwXfhROIVWaKAzCaPL+xj1yLE/Qj7TPSx/LlJQarfHaVKbhFS8ohF3cAWIAWc8DUTduu1U3gsH2V9ux4oAp/WLNTBV8d729/4UfBNA5M4qA9zshBG6fZMVEDqvp8UAvwiC8jDq+dGgdc0bQCp2hdAVjM5u7eer39xEOLpaHEdBAQ+/P6K19Vn3y+NKo+8rHnCgoFEH3gQ58qh9fRtGIm+JWvvlCmgtHIApA4Pwdm4ox+/tZvFHz5obsul4YVbSumgrSwcsIgh/RgD+0nc2guzaO5A6kCr4As1wn6C7gS96aC0bpKfDu4GswDQauJX6tff1+ZCQZcMceLqWC0rAKuxDEVvBO4Mv4JwArImoJW1gOYeSdwFVNBJqXAFVNB60Q4s/CrNe9/Xmti1s9sBmYzMJuB2Qx8Z2dgmQNt/olGE0EvtwWpArG89PqPb/ef3kAtdYArDtr5uFp/7z1t147HGt9U5x2rfvpM+bba+OiGtnXzlrZ/794y/wOVDhzYW2aC0bbyss5UkCbH+vvvbw+sW9f2PbG36l88f74tO21qablduXipbd+2tTGlooXCCTEgYAMt7aRCGlf7ntgzHN2+slQmTMyOaAIBICAAnzzg0ratW8dT9R4ruAJY7dnzeNuyZXNBCWOxgbp16+Ztm2TQqt8AXr1ysUAU6MV/FS0cgAWw4R8FZMoGqHx5nTpVwGzXrp0FOJSlFcO3jc2ijRufLrS3aFiBIMrwx7N7164yS1NmcWGhXTh7rvxS7dy1s0DJlq1b2oGDB9qiDdH11YIdxgwqMccCQ2i+FES5TttrqSAWMDJArTO1idR+ybG81OYX59qFS+fbseNH2v4DfPiAVrtKNjBKG9o8evRQA2loV5069WTJCY64psVlHmo+b9K2uFahh0yVHk0HtQlw0MphCqgNTq6PHD7cTpw4XkAmwEFb6gZ+iTl+D7hKbIMKmNDuAYcuXLpQAaiiSeYEPk7smQpeu75aWh2gKeDKJJPfNuauNAFB1MtOrmRu6/Mynj4GBPHbFC2+AqsjXCsZR2Bhk52Ndjb/Np1ktAk1dqAHFNQGuY0z9QIs0kbiyl9lWrXcrvFzU9BmzcySjyEyDjLTiBkcYtfGfPTZw3TQ+ghUMs++A4DsMlviq2hKiyTl+415gID6QmBVrnN/UreDO+Yi8MH89ONOOmPO/cxj6onTttj89bH+c39yrwOCaX9aFv2kj75vea6jjRQ5I5d25KVc3076J0/WSfqfLi8/4DxtJ06fieVLayN54up71Hi6efPmBB5ZD3xbFUgKtAKSKn07LEzbgH5kzDjEgrFkTMO9AUoFVAVk5fvmOlPiibniKAt5Ou0v35E0sIQyHexAVcaWMZMrspn/lwqRO2tikMsYBngVX1Zr8g7QMcDIuh8+a0MsrS+x/qWVTZiUH2FWQFMBq7Huyvh7nM8d/1e0rsoHVmlcrfWVdsUBytXW2Ibf9sW5q2154eoMXH1nX6tmrWcGOKEGrZzERtuqhzZ1kh3fSr/z4YItABb4QoMnMIcfI2AClDhycQBXTAYPnHtLe+jxp8tB+2seWapT+JwueOPN707X37GYvyKQBkwDbqLRBBQZ4x99+JO3ndLG39enPvP5RiOLvy9O1MEl0AqwiVkkf03MHQUOxvm4+gf/4ckCV4FXNLHk8fcFIjEZZOJnLoEo80cOAE0czSvQKuCKdpZ0TAXzHMCqhJwomNMEA62iacW3VaAVbauAq/JpNZoH3glc0brqTQWN37Pu4VWuxTlJMNAK4KNxRTsN1DRnYF85Z2cqeOm/tv1n/kvN3+4Tv9CW3/ibzfzP/mYzMJuB2QzMZuDVMQM9pPJimxBNK0DJy6/YCzHThNxTd/7q5Xb40IECRg89uL7M9/i4oQnjpCvaHoDSY9u3TnzXMJui/cPnEp9IeWE/e+ZUaUwx99u5Y3udOrjn8V0FnpQBtk6eOFZlaFYxXWKqJJ+fGemDB/ZVf6eOHytNMNDtwpnTde/o0cN1jy8eL/aCtHqHDu4v8yXyMncCcZgrGbNNWb8RlU7IpohZE80opmNMrkAxAbwAa2qTZkN2bQ2GXLl0qeAa80hmV+bYRtAGR7sZM2hBJlBLOfnZCGUzRLuMjy/h6pVLJXfKGIO2E1xnw1n90Syy2SnfX0wXyTtsOAN8+HOJtgyQAiaRC4BQHpDIfcBFfgBBAYulhdv6zAY6c5v5zLVxJRivTZ6Y7JMwgpCAh2lQFcfv2TjXmIxrnONqc9T6MQYmlMBVnLMzFVQm/UlnTqUn98axakMwXnMgmBfjyHwXUBv9o2nLPBi7+wny07448yBOnWzOc22MeVa1Ab92rd24dr3AG5MqECv1xdXuuJnWhtD3k34zV1WmnHSvzUHq9XHfR9q77X6vVTRCnv5+5kA8PcasmcTmTVr9vl7aK9mNbWotZ66sG8+rnzdlq/wIpu7UbuTKvfSf/MiX+4n7+5ExZeve+AwDX1NPrHzKTvdnHvr2Mi+pn/WV/pMvBouA5ECkaDDdHKHQzRvDHE/XzXVkEvdyRR5xxmOuh2dxo04YLEA2gjP9R446yGHldhPFtJ04Y+jHXn2NMDjlxFmTyXOdz2ofZz3Iq++U8TtIPcFnImnx8vLa91E+L/33ofTXhfH7K+XznSYWfEeXfNG4qu+f4TvIvWWwqtOoGnyXkcPv9Fy7trLWTtr0/aVuxb5DZxpXr46Xt1fKKL785a+2Tz/3xYI24BSoQusKOAGtQBKxPLAFHAnQufamd00ctDtRLyfG0abJyYI0kH5k/fzo5+rX23fqxLbnP//l9vP/9ffb+h232oa9P1vAiZmeYEwgkdMSv/Clr9SjoW311RdeLHDCXO3ZT36uwBZwRTOM9hEwE20rvpqu3HhHmbcBMTSHOJ4HqmhbMRv8xz9xtk4XpJEF2gBKABhNKf6qSp73fnQC05gHmtOAq8ArGldxlG/uo2nF/FDQZk4SDLT65Xe8v07P600EAauYCYJ5/4lvq7d+vYYVYJUwDa7MQR+APEEeeBVtK/MUcMVUMOBq4uNq/lcKbgKb1oeYiePsbzYDsxmYzcBsBl49M3Bt6lRBMCoaVaV9NXEWPIAP/wGOhhaNq/krl9uxo4crPMm3zcnj5eMm/mvKMfWFc+0UnzdHDk0AEv9FNKX4TwpEAn+ApHLyDHpdPF9+c4CpvIQDVCCNPPHkhXzU2Mp1/VcaiBvNLGiHlLbHCBL6l3/9L3cmTHzk2LzYHGUTCKgkJC+xTQxZgCtHpTMF7DWsbNBoNNTGLBoMo58WcmQzlM1Y+hWTI5shDrf7stLKaKMP8rKhvFP56U1nbdgmTpSHjf5kAz9upmsjN270k1ZmsskbAYHrmjsb2doYD3CgNqzXr9UcRjbzl9DPrTxjyPiSzvUQD+2SJSDCBjmh+htlyMY5/WbOtJP5BSwB19e+9rVtw8aNdaqe0wa1o1xC5tl1nt3afKyZRiVP+6mb/rNuXCcdYCcvfSROfdc3xmeuXJ6z2BxknNJOXQNJJ76AVoGxYb2kvao3ArPrTmPsZJWOfCkvTp2k+zry+mtlXQvSkS/rInObNvs440s/Vb+bL/cjX+aur6+eUO2M66D6G+dKup6N59vlpUzav1O/8tJ2td993rJ2e1nSRsr21/JSJ31X3M11+ks9cR/SrjjB/cx7Pz9Zb1lHfM0FWhU8Gk3vgKsyzXOIwlS7kUNbk/a6OejLS5cs4+eUc/ZBY2kNVAVYlRzkAdNGOcoM0PXUWsrzzdxlnYlzT6xerqX76/4zai24zndt3eu+V/s29BHwJJ6E8bs6sKq+W0aoXzB/hFbq+z0DksRpL79xuRdgnjK51l9BrIlZ4QCurq2AU8M/mtJ2/bZ1fRVMn2lcvXpe4F4pIwFu+LsCp2gbAT0CE7dAEjAH1Clw9Yu/V+AiJwuW/6LRRHDrof/Yth9+c4Er5oI0rYArjsuZinGA/nL//ebvfLhgCNM90AoQieYSjSuaZLSp+j+aPl/44p82Turj48v4wCXQCpyjSRQIwxF9zN5ocxkzLTNj5KSdthV/V//idRcKYG3c98YyF6QVZQ4BJ/DKPIKC4FSZBna+rco5+3hNO0s5GlfT4EqbxigwSfRMAq7EvcZV4FVpW43QCpxK4M8q6cCr+LiKVlXAVSCVeenzmAgGWnHanznrTxXk+4wmHrjJv5W5s9Zmf7MZmM3AbAZmM/DqmQHgirlfbypYWlcA1jygM/wXeGlpeCFmqgBcCQDXEufsjmQfA7Dk5Zg2DnMsQV7dXxjKyot2j9iLuRdxL9l5Ie9f0vMib/Pgpd09ca4nG4dRO0X+LRv1leUKZdo0bjZSNu0rm01Kv3nJJsfGKFDFJsz100/dHDbEI9iy8aAt9tBDD7b77ru/jrZnPjfRtOqcDt+KJsMYp59s8PpYenpznY1i4tRPnPqupe9UTn7KiY0/Wic1FyOEmgZC7tlUAxC519ftN97u96DCNVmyic6cJo6skTfxS41jIv/oF0tffUj/1S+Nuc43mTY9d/fIbK0yn3SqIlPS3bt2tKNHDtV6TD+TOh00yL3pZ5R2+fGSVjehH6cxypfXh/RFxoTUT9yXl55+DoPfn0HjCoC4ef120FXj7/pOn2l/OtbHdJ42rH357vfPLHmp436/PpJOOfcTIlvGLj/t6CP9yJ++Vq6vX2XHNZLnUs9klCd55Kn1M2pXpo+0n+vImPw7ySUv91NeHLle6n7kStzX7dPaTluJtdmXke7z1Mm1dO5H0wlYL3A0gnXgquBRgauh7dSf7qe/jjzpwz1zm/V5wymHq4P5XYCVWIipIDPAWzduDuBsdZBDu9aaOH1U2+O1NPmmy8jry7vvu7/aG7/7870vTpq8+Y2psmPfqe+edlwLfqNS33iTFtdv3PgPoNTL71B+27QhL7+B+Y3L71T6yO+kckMbfgsHcBWtq76u9oX8rlZ/M42rV88L3CthJB/8k08X1ImZIHgV8zpgBWyh3QOI/M4fPNNAE4ADvGASNjlZcDQDe+zoz7XNB97UHnniDeWgnTPzH14312ghOU3OSX4v1x9Nscur72j/9t4rpel08NwvFhgCfUqL6QMfLx9dL+UA/GOffL5OOmRCSNsM7KKh5PQ8YCaOxplEltnbU+9snNGDVsev/HKjZca3lxPy7nvsZmMWec+2G2USB1aZU3ApWlIBUGKArMDV+58tE0J9u6ZpBW4JwKGYuWG0rcQ9uNI+rauAKxpXAVcxF4y2VfxZBVQFUPXwSjqnB94JXIFUCdZAoNWdwNXCU+8sLTUnT5ovJpSg1aYDbyoTwu+ms/6Xaw3O2pnNwGwGZjMwm4G1GQCt7giu+L0CpjqwVC/qfOb08IrfjPFoeHAqL+kFr0ZQJV87CcowN1OmXuwX5ib/fU6ZvHCLvbRn85AX/GwASqbuP+Puy7txbaXdvLayBq/GDY56aUNsY5NAlrUN1tqmGFyxMcpmLNfZLF25fLHMFjln59OKjyz+nPgR6jeGt27erA2ZTaGN2VO3bk3a7Nvu259s8G3Muo26MuoIKZ9xmKvIm3K5jsz9tbRNu/YDf/SbDXTS5iblci/mefKnZU0996ruKD+ZEkDAfhy9vMYTOVOmv44MYnIIkT/3ci2WV2PtNvXkookXn1fzc5fa0uLVtrLMtJHW0bA+puu5prVS8fhspsevv1pPd9DcS3vTcf8MPUfX03Hmpfoe5yhrV3+0Wm6UT6BB4wqAmAZXmc/018uRvJrD7hkoY4wp6/NDtsgXeVynTORXtj536oxrq+Lx85fy0+2R0z3rQux+ZE+dyOt6Op28PP9qb1wLxtc/s8jVr8H0nzh9pt2s49RJOXIo4zrpvu6d0ul/Eo/PP2Wn56Zvtx93yus78kQ+9/qyvp96kz3fS/l+unmdX7+vB27V/jiuXobrq2vALn3ceY5B5lEDtet/ov01alxNNK+A//FzkDWXeTUn7vXX8siYNTddN7L5rPjc5LPzdek7/HMkbQ7QaNC2KlAUiDVqbflOSdButLDqM9CZGef3Lb93AVf5fZPvN7H6GDWtUkZ+byo4gKs1jSt1hLSRPq4tzc98XK29As1S3+kZ4LOKyd9Hnv1sacAAV7StYsIGpIAltHoEkIRGEmChHnDFdI42VcDExv1vLHC1fuet9jObrpWZ4L++61Llvfv3PvKyDOmZj3+2bdr/xtJu4m+KSRpZA63ExvTsS5xa5wTBTz/3hfLxRdMKOAJ9CtyM2lbGSIPICXkgzKXVX5/4azpx5a0FqIyZFhHTQQDr9MKvtPd9cE2TiOP33/q9jxR8AgDNJV9VYBR4RU5yC2SgZQVsKQMa0riSZrKZAFxpK+aCtK5K06o7SZCmlWc78W/11uEkQc+uB1eBVBNg1fm16s0CgTygKiaBicG9BHMFZloXThTk38qc0bYCFZkHlkbekZ+rct+uf6sXXvxaM79Oh2QKap4G7bYPtd/4bx8qAAtaOjFS2dnfbAZmMzCbgdkMfGdnoGDT6O+pXpDzotyZF3jhzUuwMvUCLB61pGhU5WU6L8eglFAv72ObqVsv8Z2vD217oU/d9NVvDgKclLMxyQYg1/KUEatfm5DaIKz5K7nebbSVs4HJRq7a6SCW/Gz8xNmgBo7YkD31lM3X4PycDyqmjnXq2mjCeJ22ws2bk/DUU08NwOrmrdvA1aTtcaOZfiODuA+3yTNu7O9UNpvVbB4DcdJ+7ue6bzf9yVPPZlocQKTNzEHldXL0dav+lPw9rJLu5Ug64+ll0089s1GOjEdMllxHxsTJF2s/8tWGtjNBqnVTa2i53bo5zHnWyW1ydEAgm+Dc13byJulxriKPmByRRd2Mu68rv9rotFYy1r5cpcc+PKcCH6vX263rA4Qo7ZnSalkzCxsgwQAnq3wHpG6NgCjPOHMr9rmq8mOZjDGx+Uogl/zMYcWjnAF6GYc45VKvnxftZD6Sn7xeztR1rw+pW3kdZJ2Mffzsp5w5UFZ78hLSZsq59uyypqfXc8pFLnFC7qVN+f0c1Bx1zzXfdSkv7tvtr1Mm9yfXvT+rUcspzsZBrFsF029N/E2BUZG3f34le33uBifpOX3QWqtwY4xHzS15AVHSAWSl1cURe/0TwZyP/rqurbTr/vFgvlbX1hEZMkeTMXXf47nfl9F25i752i3IO/7zQn5+Y6RTZzpOGXFCvjfE2vT7pp44v4HMz/0Wyl+rt+Y/T938zlbdiVkh337+sQNe8fVHgyq+rOba8tIAr4Z7Xw+ptOt3V1j7jZ6Bq+/sW9Ws9dtmAAxhXgeGfPTZz5a5YDSu4nPJyXiAAA0eIAT4AHWYhAVcnbz61gm4onH16N6fbU4SDLhiKviah5cKsNwmwLdwwTTwnm3X29/7tyfKDBFQKejzno8WAKK5RNuJ+eP0359+5YUCGU4dBDWY5wFFGReAE02jwLlAGCconl/+tWas0bgCrjgcF4AZdb761Rdv61afZAKiQCZzCVzxX0WrCrSizZYw8S322x+uOsp6TuoFWsVUsNe4omkVbSuaY6Vp9bb3VhxuHtvIAAAgAElEQVRtq4CrAKuKR1jVO2PvTQEDsHpwBVb1WlauYyYYDTU+wYA8mmnmhjbeg7ufatsOv7n957e997Y5+mYuPLv3f/AT9cyuv/ndBckCGa1JgSzkC0j7L7/6B+133vtMQa5vpq9vpax153mDlG//zT8uiPbf3vOR9v4PfbIOQmCiOvubzcBsBmYz8GqcAS+zgpfmesHlBH002csLuRftvFgHLtWLcKeNlfr9ffXyEq68e2knbbqf4J6grFiZbCISJz91agPSwazk16ZkNAWpDaBN4VhOnWzyamM0biazEdKXdOBCYsAh4EDsujbzNlNjG+pW+645NqZldetWxTSsnr7Vw6s1ran0lw1w+hTbJPZB2f5aui8vnTLiyCqudFd+0s64UU878tWdzNW4gc4cmNO0Ky8yJFZXWxlP+pGXtLaTVi4h8qeNlCl5xnnPWMQBK8kreUYNrKRLVmaeY//aSrvk8Nzy7Fxn3Ckj7mXvZXSvb6/Kjnklczd3kUeZfm7SX5Uf12faLbnGNjLelJ/I2s1LzYeTMHtwBSCACaXpMpqFjZv3mDTquw+1psf5TZnMtVjfkTHy9PWTd9u8juPI52Ui/9he6phf6ZrLbj3Lz3NI3ZIFIMscjeNQN20kHfn0X98LY9nI2LevbMaXOPVrrXVryP3IlTh9kkFe2ktb4qTdUy5ySKcP4yOve77fMqaU7duYyNe1N2m72syzH07KC7SamOmNZntlNliO09fAlXZKDp8P6/uWdT+AKyBqME9llroGrZIeANX1KiOvrsuE1bwMzyljm8ib79JR67Eff8qaC2n3Uq+fx75O5iv3c+13JiFtpZ5rwf0+7Xco9fOblN8+16kDXgFWtIxBrLQhzm+m8kL9/pYWVQ+0BjNAWqCAVULMA5cWB23lFad8ju2k3cRpd+16bqZx9Wp8mfuLOqbff/+zBRM4zOYHisZVr3UFCAErTNZo9QA8vakgTSQaV+XD6OxbSuuIKVics//0xkHjilYU/0/gyLfzRytKm9/zQ8cLhHE2Tjss0Ie8NK3uBK2++OWvtE98+vn2+S/+aZUBjYyJ/6eAHWMDr0CanI4HzoFWzASBmGhbATJ8NYmBKz6waFHd6Q+8MtfmMdAJiOq1r8ijvgCmAVYxFQSuAq3Arz7QhIuJ4G1aVm+73SG7sYGOnsEEXHUaVmBV78fKHAigUB+ibdWDK3MFGNG26k8TdJIgaEUbzZrg8+zhx5++4/O507z1eeYQVAWEyM8BPG04sXUo6FvsmSUOeCSj+aGNxRk/B/0v1x/ZfE7Ml37jA+3Q+V+s9eIzYm4CRgGtDz/zmVqLL6ccL9d4Zu3MZmA2A7MZ+FZmwEtt/hMrnZfb5LkWvBT393Id8JXrvDznRV8sr98YpIz2+vy81Pd50vKzKZHu77vuNxkpz1yqh1fZrKS89hLcu1M6G8LJRnQEVTaSAIS4NpeBJ7e1yYfSAK7AgtK2mgZXoNYIOPTxhqcH7aNJf93GNnmJAz3ILs+1OPcrPdYnK+0wsla6K5d65IgsfdvaDxhQvzbR4wY2YxdP+r25pk0UeRJrP+XMd9Lpu792P+VTP/IbQ993L1/JwvzwDmXq3pQM/XOvsXZrIf1HlsxV6iR/+jrjEbtns3+b7OPY0l7K9+swbbsnXxtZb2k38lY89jOZi4IDA0AooND5WRu0AIf1W88z7Y9jfyrPeZQ7sMLnKWOpvBEWZPyRP/L1+ZE140gsP+Pv62UtZB7EaSPlc525zVjSb99en84c9XEgROqK5aWvxPKTnqzLOzzPvpw0WZPX18s4c1+fgrJV78btkD1tTcaech1sTZk+HtLDCYKef8BU/EwFXPVmg8owFVQ3wZxdC6gf11w5cS9z1NuBlXXXg6ukxQ4NyP2MXR95Dhlf5kOc73738j2e8ondS1qc34PEuZe2Usb93EsbyqRc6idOfsqknf73sn7n/P6N8Cq/g2L1cq3N/Pbmt7bqFogawFWAVfxYuV5ZHkAWaKWNtTpfbyKY9off+6szcPWtvCzN6nxrM/AnH3uuHJv/0N2XS0OFCV4ctIMENEdAISZsIAutKwCEVhJQYZNuUw7mgDf8WDEVfGDXU+2uLdfbazcMPq44MP8Xr71QGksvvHC7RtI3Kvlbfu0PmlMK/+6/PVG+pEAnMjK3I6M0rTGmY/0fB+z+nv/Cl9tzn/tSe8/7ni0IBGLQSopmEoBFIyn+rWgOgR5xyg5GcMxe4OryL1cczSt56uXUwr7/pOMInpYXMz+wCcQqDazfGUwHA64AKxpaAog1aFutOWNnstmfKKitaMTRtgL0ehgHWHlugA85C16N0AqsCrS6E7gKvOqBVdIxE4xmk/nKCYzmikaaNfHQ40/XKYwc6NO8A4/e/u7BcT1zSFp0f/CBj9fzyXz1sef2K//fH5Xc0fYiA80qQEj/gWfRukrsOQJcyoFcxmP9WjNf+eoLfTffUhok1S7n88YK0gHBzEflAZvWx+n5X2lnl361ICjZPQ/PjUbjzN/XtzT1s0qzGZjNwF+wGej9T3nx9WIr5KXai3Q0svJinJf3vnwgVF7clZmkx/8ED20OECsv0tkA9G1K51psUyAom7jfMAwbmQFwpZ6NcZlsjJustXpDe9mIidUXZ3PbX9+WVnbc1AeMJLahs4FWXjvDhnQAVqDVzVu3yqcVjSvhDbeebnxePXVrKPuGpwd/V9kU0w6LTNnoigt2PDXEa+BjTeNJHeAh7Tz11JqWGBnJm3pi/Yoz9qrfaUq5Nq47hYxZm2Tr5U0fwzysaSRlLGtzNNzr6/ZlUq7aH+c+smTuE8t/2jxOaVv199Me+dKnPCHXYv1lXlJnWq7ki7NO1O3rRVax+apn0PXV9yvdt5lrbabupL0RJqR+7les/dJ6GUwFp8FVAYmbw7owNz4rpUE3wo+0KT/9aXcCm8Z0P1/SuU79krvTyro5AjJt0o4qjaeXAFd9e9I+v+Y4n6/+/mTs5tgcjrIoQ5b+2dR1N5/qyutDrbWxDXX7555+kydO3fSXMtXXKHNkkNfXcZ3yqW+slc9Ejt+o1Wvtqeu3fz9pL0G9tJ90+k6bk7jzLVXrYDQXDMiigSUEaJkfft7Ur7a7uSuQyZTwJQDVrc4k0HpULgG4Gg4NALvW5qAfR77vM85+DSRPLF9QPvn5feh/S+Tl96G/3+f3beW3J797fbnUH37T1jSLU0Zdvz9Ogg24onmlvN9F5VJXnN9Dafcmv50rfi/XzAN7cAVe0bhK2dLqGn+7tSNM7o1a1MPv+0zj6i/Ya9irW5wXXnyx4MIPr5svGARQMbMLvAKFBJtrAIXWD7hj8w8gAFc0kQAcG/UCV/sGcPX6LavtJx5abP/u3qvtn/3U+Qo28LRTvtk/AOfe7Tfa9/yb4wXFgBwyAmvkA62Y/vFbNf331RdebM9//sulZUWLyRhArzgvD/ABegCdmJ2BHTR3+GmKthXNMmPl06sHWMqYu//eH1k4gyd35KA9RaPKGM0zkCMOtOrB1dc5Yh+dsTMRBOImJoJT4IqmjxBwFXPImAEGXgFY0yEwC2wJqAo8ynWBqze+q9YD0Mekkl8r5oEc9TMVzcmLP/bgQtt7+j/XejGPwKd5Bpr0tfLG32w33vzuybP8/Bf+tEBc5LL2yCIW1JnWIpMXuZNWR4gZoTrmXvvf6p/Pyomrb23bj/xcBet/94lfKL9nxmgOaOVZM7T1zAvtPZ8bII08gCktMm196ctf+VZFmdWbzcBsBmYz8F2fgWhWifsXXS+8SzlRsANZymQzkDgvya4DvdKW/wYvL/H1wVxiseK83PdtJZ04ZcQJ2k/aBiXpildsXK611RWbGJtim/EhLnMY91f8B34ox3dLvxGqTVm3GdR+NmvZXIpt9AMmagM6Ahvls1kUD2VsajttJ+mbg7ngALButafAq3LaPmgrgFk3bzKT4o/IZvVme5rfmXKaPJy2VddjvWEDrZwN9qjFdGvwq3WrYk7L166lq86olUQTq8Y1bqiBLPczRveGPtY0qeSBD7lX9TsNp8yRNtSt+107qeeeOU77KV9xYNrYj/4mbaXNEZgZgzpC2hYnr2DWVP9kTFkySOd60s+Yl/xqfzRhy3qJ7P04Ur5v033gZwKDuj6Vm67vOvnSBZA6KFZ5U21Myld72hw0ZkqOzudQQa0bt8OabNit44xfH/UZGcFIyT7KUm2Ockvf6fMSGcXuBzBlHsQFRsb1VOU6CJM+xO7113067dccZb2M5fN8bis/QsS+/76cdPrL5/q2+iPE6cvlfubPPXlpp2+/z0s6ZdU35+Db0z7/I7R6ukzy1mCVcur2YVrWXKdN2lODb7Phe9H4o2kViBWANYlXmf4BoWMYfaVFM8v3E8hVJwHS5AKnRnPDWzdvDYdTdKcEglXKpL+bTAzHEy/zfWxM/Xp0nbEknTJ+p/wuuPY7kDZS/6Xycz9zk9+S5Iunf9/Sl98o5VM3dVJefFv9EWLJVze/cf11AJN7fXp1ZbFdX1loq8sL7TofV0vzbWVxrl3j52qSXqwDU5wGXAetLFwdy8xPyqw4hdDv+OJcW5q/MtO4+q6/ef0lE+Dc8q81p/+BC07JY2rHQbsAsMRUEPQBjIAem36wggNup8bFJMwGns+sdTtvVZv//r6r7d/cc6W0rf7xj5+p9r9ZcPWRjz1X7f39f3+yzM3IAVrRXKrTA9//bMGgO50eSMuJBpayYFDM9MSgBYAF9kQbCQiJryZwgZ8mYAVwAB6AK8CKNlF8XUmDXl/5BoGccjTDaFcNJoCD1hVgBVaJ+bmq8NsfLmCYcsBVzALjzyoA7s8CVxPTQPCKqeBbfvc2LavAHXAI1HJfLB/IC/QJqEpsrqLpFJM8YAaoAXCYBzr1kT8yz98aO7/89sbn0+XVX697tPHATSamh8//UoEu/tFAH3NAW4wWFxnIRzZz4PkZs2cHpoqFAnSj/DHNk6+8+TMXkd992l/fiuYV7cSjl/5rAastB/9jQVuaVoAVTTNmgj4XpW218Cu1jswNSEdDiwz1LH7x90rrj0bj+z74iXI4/5fsK2g23NkMzGbgVTID804C7Hxc9S/NSQdGuc7LtljwAp+8vHSL1/KXCliBVgO4GjSxUkasvhd96VxnI5E+sjmQn01Bn7e6stquLYNTw3/yp3232DC5n7DK+e/4X3qbm2yE5NmQJC/58rL5jHZUv3FNeRvQCTApmLJmvvf0rZvt6ZtPTeAViAVI3boxxjdvtdXV6215ebmCMdjYpZxTvuLUGHyQfuoWWGNTT9NnhDt8aoFdtLw4hC8fW4PD5eF6MKWLc3myZ2x9bCx13QGcjC/3MtYCQZ1JonruiVN2uu3ki5NWJvCs4Jj6IxRL/bTrms+qiQwd3EqeOO1FRu2Wps2UphgZUq9/npHNvciivo2/cpHf/ciYPHHKJLaW0mYfp6w27pROfVCj76dPqxeNoziYr/U8woNaM7Xe1vqodsfPQNUf51F+ZE3+RIZuXO5VH1PQSdnpMA2vJrAp4HNKjl6GtKU/6cjUX5uL3Ms8up85qvbGZxdZap3dYcypn7riyFDtdKA7sqTs9HXa6mVNmcibNtMHLas+JN9c53sq7crLs0peXz5tr47w9No1J54CqU4VHGDT4P9s8IUWcOX7p0Dn6LcKoFrtzE5LMwsgLQ2+wQQxGlsTgDX6v4q21Q2O2rs2yk/WuHYyjn6MkV1en87vTurk96CP3fObkbru5bclvyUpr0yfzrV+8juUdOK04Tq/XeL0kfz8lvZlUk7ca1zdVmZpvq0uzrXrtLQ4YufTauFqxa6lV5cWG2glrCwMecqtgltdWe0oL/yVV8n7y2wYr5AZ+OV3vK/RjvqR9fMFEoACWkHxHUWjqXwt/c4AruIXCkgAFJg/0Sqxad9++M1lFkY76jWPLLUfuutyAyZAi3/wH54sLZsXvwnfQp97/ksFBP7hD59q9z12syAOH1yAFX9WZASBPvKxz94224CV/D/8wMcLwJWj7Cnn5sYBfDCrM2agBkyISVlOxQOtjJGplwBUgVjAFfPBxaff2ZxM+M38MZcE2vhayml4NKuAK9cCQCdPOuCq/Fm9fTALDLASJw3CxVQwMMfYom1VoOQbAFfRyALy4t/K8w7wCdyjJWW+mOOBMbStzBXoxEk/n1a05P7vf32sff+PnSnw99nnv1RT9YEPfao5bfKvfs+uCj/+4GL74w9/qr3ztz/cth56c63Fn9m8WicRalf/npU5AlQF64DZpfyE3kQyMEvseVvHgvkCsIzDvXf81ocmj88phGDt2975gfbO33I64cfbnzzzmfbhZ54rCMq5+qef+2Jp3W3c98YmAFegLX9eTGaNH7yzVqwfGnmBbzSsgLf+OUnzH0dr74//5FMTWWaJ2QzMZmA2A6+kGQCtonWVl+fEeenuX6yT50W8f8GWL/Qv6DYBy0uLbWHBCYNLbbE0r25/wdfG9Et+2pWvzWwOUk67KSN9bWW5rSwtF5SyybJBsjFaWXHC00pBoPmrc+3q5Stt7srVdm3J5uV2cJVNiljIBjP5rrMhTNp1v5GSlpcQCDIpfxNsCqxaA1IDvLrZlhYW28mTJ9v+/fvbwYMH2/z8/AC2rg+aWiknNk5tlcYWMHVDGeZvgwPubEL7WBrECrQBYcq0qtvYR9bE02OS34e6D9iAdNNmelNzpmzaTZy5yjXIFAAUSBTgpGzmNOnEyU/dXGs3ecreBivG9pS50ziVD/SSFiJLgIv2+nFVmSmwkvtiwZpKXmTL+JMfmVKnj937RkLaqrqlMbPmg6j3XRR5su4ji+uEtNXL1afdT9leNnk+oyVDB4wGaLKmhTV5Lt18ps2X6rvvJ7IkL3XSr3zPxrW+05+4nulLgLC0k+cqFjJW8XQfkUV+6qVM6uc68vbyJS/QitZVaVx1c9z3m3Tivs+0lXsTB/bjyYrRnApkCrDKNVA1fNcM0Bx0Wi3NLZ+FAYanrLr5h0G+d/r6vpe15V7Alf57jStrhayJzZPryJ95S17WlrgPfb3+NyTt5vcqdfLbknbzm+M695KnjrTfoDv9DiZfGf3kHz/y87slXzrt5Dc3Zep31D91lhba9RFYgVECzatAK1pUAVfX+boqgAVaDZAroCvAann+ygxcvZJe0F4tstKw4pPqRx9YaP/q9ZfqNEBwABSygacZxHE4kAKgAAD8QtF+oWUDVNAu4duH1sz9O26WbyvaVkwEmYiBVjSmwK1nP/G5Rlvlk5/5QgMxXnzxay/pKHvlje8qLR2nE9L2Aq0Aq0Ar16DCn35l8GNFm4u/oPjnInvAjxgIMgaaN+CFcQA7xgKMADHGRNsKaIhTdlplIJUQgCXtPvj1rfwxG/z8F75c82tumQ4aYw+syBzoRkvM3AdSAR0BHkmDIhU6U0HjK42rUQvJWIVeyyp54mhagVbmRJjWuipg9cY1YBWn6EwqAb1dx3+hTDsBx//jnx9qYj7O5JNFe5y0f9+Pnm7f++9OFtz6Wz94pD285+l6xuaC37W//YNHay15JgATbTTac7QBAVXlej9l5a+sGzuIBWiBeOCdtDrWNW0u80kWcwYk0s7zTMkp0EAEncC5gn9v+d0CTOpZ805JBFRpGfJnxVwWvHLPOrFuQDdaVqChZynQ/gOpjIfmHLlBSc+Y7y3QdfY3m4HZDMxm4JU2A16YFxfnWnxd9eDJS3SulcvLdsWjw9k7vXAvLQ1+sq5cutDOnjndTp061S5dulQAC8TSpjbqKO/e9PDa0gRUeaHPi39e5vv42sqwCai8pcWJppXNEa0rZoM2R1evXi0ItGvHzrbzsR3t/NlzbXXZfRukcZOUeNz8ZJOUTYzNn41QNoHZfLqWzmaK9k/KJS/3h7qDllQPoAqyMZ+5ttouXbhYsm7Zsrlt2LChXb58eeITJlpXgVa1ARwhnbwbq0PbPbjqN6HZKA6bzMH07FYPnEYY0oMUaXIbl3G8odOgythT3n3gSgCxXA9jXpuj1KmyYxn1eziU9qpsp+E00YoZ55xM6qWuehXIcQd4OJGn0+ACLPpnpn4vszp3CnWimvnyvMe1Ya2kbNbApM+p9ZM+Mh8pn1h+0olTx/V0SDspMx0P63lq7YGoToUrbb2hv6z7tO9aW4mTn81++km+OG3knmufYzFIFGAVeDQd921UnREMeU7adD9x+s21+LY57wDhbfnaibkgmbs2+7ak++s8X3Hf93SZXPdz0csdWZKXdnMtrrzRVDDmgvKFwJdc669vU768vn/XlTeON+Cu/47w3TAAp8H873qZAN5oN65dHwLNrCltqXyviEEr/yjQTgGpG4NmFdPtm4FWY33llaG9xSSarDWuzpdZ1lnuZdz9tTzjlWedpYzYb4w4+dL9dfLVTdm+ndwXC8qkXNr3W+Y3KGVSLnHqiMvn1Qiv1End/Ia6rvTyEFe7K4sTCHV9GaQaQg+kri8tDfCqtK1uB1aBXcBVoJW8mcbVK+1N7RUuL9M18IlJ1w+vm2tOALQBBwjAAdDKBhv0od0CnAACIActGxolNurRtrp76/VyxA1UxK8RiPUf7p+rfD6PmBJy4s5pt/j45V9uq296V3vbb7y/oBaYBUr92IOLBTD0+aGPfqZkAq3I9v4PfrI2+GCV8IlPf7790YeGUxGnTe5yDVoxGQMLQB9AwzgCrfi1Aq1oWzETBDFiKmicBa4WBq0rUAIU4jj82/njNJ7GFpBhfsGrQKykXce0MSaB5E8IsInWUbStwJYAF6AKjBIbs3SuA7FSpgdVgVeJaV0FXHn+dYrgePKidcQZOQ2kmIkGXII7Tq4EK52qxzwV1Po7//JogSvrxVogEwjEkfv//s8OlTN35oigDpgKStK0Ah+NM7DOmkzI+D0fwEu+PPDIfJhLUJP2lfkE08wdn1zkpinms0ATceuhwQxw2+E31zoHssyBNULbCqy9Z9uNArbGDc725oHlz+qN7xo1uz5YnyXrUf+0xoCqnAzp+ZPpd//wmW/Y9PTbWXuzurMZmM3AbAZezhlYmp9rC3NX2gqYNJ4gGEjlZXvVyzpThKXFxmH4SvnJ4CtjodLL40mE9WLupdyL/NJCO3vmVNu9a0fbvGlje/TRR9vp06cHravFxbbM79Wy/0QvVLyytNSEul7sgFT3H+rewS0tLvVpWg2xTcq1trJsY7LasoESnz17tu3du7dt2rixPbB+fTt96nRbWbYRGeDWjVXQyKaJjxQ+X8ZwbWWSpjXAN4zNYTaFNoG1cRw3wTbC6pZfKj6lxiPebYQAjmFjeaP6sflbC9fL50vJvLzSFhYW265dj7eHHn6kXbhwcWKmM8CpwbmxNJAFXsXBcYCWOJvRPo5WhI1pwZYRvNQGeYRI0gFApYUybnYDomoM41iUq7rRShohUzSvcq+PMw/yUj/9VbmpNqr8FLwie8nTlU25SX4/NvKOUCt1U17sOYIn9TzH8Sa/nvUIuiKftpSdlOlgSsZa99PWGLvX56esPqbTKdevteQpW+vuDto8yU89sQ22NchHkbUxhGHtWPvyaeoNWi/Dxr7Kd5pP+tZWn5+0OKHvv0+nfmRRvtJdH9X+OCbp1AFYPDfzXet2rJMyKVf3+nLjvFfdDuykfM3jCHf0YR3mXmQnZ/LEWbPJiwwpL78PyU+ce/qW1n7acD1d7tb11dK0onlF4+qpfAeN0K2Xr0/fsa3xe8paL6f4I8DyfVXgqK4HE9paC3xqlR+0wX9V8obvuEBI0G/QvAq4EkejavL94zt2hF58YskvaEXbavSZVWMfP4vSxtOvF9eCe/Jzz3gKfo7PKvfE4FHKSQcwpS33/IakrHnpy8nvg3tCYFTS2k3IP2XqXjSG/Y4uL7XrfneWl9qN+h1daMsLwym+6gRiXfO7tjT8jg6/u3xbgVfMAGlSrV3Ttlqe5+tq/N2lbUWW0Z+VskO9q21p7vLETHDm4+rlfIOatfUNz8Av/dofNmZZA1yaKxMu0AYosMGmBURTBCwASQABIIMmCZgTcEXbismhzT+H706QE0AA2lz/9CfPldngv3jdhcrjvB0wo5nFzxHNKppbAAqIQEsLIGC6CFQBafFrNWhbDeZbQBagAf7EHCwxSEC7JppWtGXACjADyABpgBHQqiDMrd8oLZlpaAXK9NpW4M37P/iJb3iO/6yCTBuf+fjnagwAIUhjrgEWMCPXTMxoV3kGBaveNsajVhE40wfPSQBmwKoAqoArY//vQaqYByZmXkcDyXzFr5VnBPDxAQY6MRMFQD1vp0CCUtYX0GUMIND/8v372v/49/e0v/73dpep4P/w9x8vc0JQ0TO2Lv7mDxysdUFez9gzH8wD/7ieX6CVMQdOAVXGHGiXWJ57mQtzar1YG6CV9Wz9A2nWJ19Vv/cHz5QmlvH9tb+7u/2v37+/oNXHP/l8ASdaeY/u/dkCXTTEQFv+rUBP5qTumyNzp33PjraVPgErml8+Y9YqeOVZW6fGeSefbX/WGprdm83AbAZmM/DdnoGV+fHld/SP4aXcS7QXby/jzA+YIgj8Z8SXhrhME8b/HBfkGl/IwTDg6uDB/e3RRx9uDzzwQDtx4sTEZDA+nJgPCsz8lheXhrCw1Bbnh5OSshkArZb8N3oMBb2Wlie+s7RXJoFAVsGs5WpX23Nzc+38+fNt+/bt7f777y9TvDIhHP1dBf6AWeBRQjZWNAKkbbYCDbIBZXYz2TjVKWnZiA1+YsAuG+doNwyOkYf2lkcTxmurg5aC2CZucWml7SxwtaGdPXeh4FRMbBKDVTGN5LPLtVD3gasba9oPBcRGk8ma65VBQyGbZ3G/IU/+nUAAaNObFqZetdGZCQYgyU/7BXoCgUZIkHtVDggbYZSyMTvs8wpCjPdyP+2mXMk9wqrc++/FaVe5tJM6mYfk1/UIVnr4YAw21fJuG2SR0GoAACAASURBVNc4B4EJ2XzXmKdgVtrLPWWTdi9tp63a7E/Dn3FzH1mqzE1rY7UDV4PJYNbTzVXmtbR5BjiQvtJGL4N07keOgIA+jmwvVXb6vmv1lU8fVWb8/OQ5yIs8iSf3RjiT6wn0GtuclJ+aM22m3+pz7CPyZJypn2v3U9dnoa+rTPqPPH19aWWE1O37kw9UvcGBDqOvK87aU6++d0Yn7sqm76rXtd3fU4ZM+c7q48hY7dRzGJ5HxqDsdN0bNwYof2s0Gcz3ZA+ufKcFVJUGV6eFtXZv+GdB+si8Ju7hkTy/TZHd91HV6yCjMSijbII2pKfbcj2BTEDTGPzmVD8dvKpyY75/7uTa75TfzDrVD4RyDSD5p4/2QCtaUQvDb+aNleX6Ha3f1Co7aloVaFpsq4uA0xBPfmdHH1byh9/gxAP0msCvpcW2NMe31dBXfF6tLAwmgjSvFhdmztm/2+9dfyn7/9RzXyjTKBt30MkmnFN1m22b68AUUAEsAHyAG7DCyXB7nvxPpXHy0xuvlZYKSAFe8GEESvFxBWIAGKCAmEYNWMUfFpOrmBVy4M03FofetFmACuCqgNUHPl4b/fg44qSdJha4VuZX7/lowa2YOAICoBvNJRAIHKC9BVQAGkCOMRoLqAJQMO2a1raiXQVcMYOTpnUDfLzcf05FNDYyA1cC0CaUVs7bp8DV6NsJtAFl+hBQY5xgjWfWw6tAq8TmQehBFkjVB4BPiB+wHvSZH36daBzxa/aPfuRU+8c/cbZiz/OuLdfbTz6yXKaooFTWgjUiWG9icJCs6v+f//xwrUVgyvMHJ2kA9pDKs3QdWFVj7ZzQu3bvtvtv+d2aKwBJe+bWWrBuwTKwjXN596wlWlf/8/+zr4FrTkWMKd+zn3y+1j/NLOvb+DhkNw8gnvUE8NEiE8hAe9Fa1TZ4BVyBctaTNQoQy/vIM8+1b8Yf3Mu9FmftzWZgNgOzGfhmZ6BOIZqfa4tzTAnm6r/JAUYFo+oFegBXgViBV/USPZr6qeNFfsmx2/NX2/zclXbxwrm2adOGdu+997YjR45MTAUDrAAnDtsX5ufb4vxC+XiqGEQbNwMVL/OTNVfgyuZgYUGwURgcvsfpu3b7PD6iAq42b97c7rvvvnb8+PHB8bkTBkfoI15aHCDXlStXyrwwfrlALhsymywbIhtBoca6tNAWSp65duXKpdL+un79RkEz9a9cudyuXr1cmxibK9oKV6/OtSeffLLkYEJ54cKFktnmDmRaWFxqO3bubuvWP9jOnD1f4CrHyoNTly9easeOHG2HDhxsRw8faU+eONkW5uYLZDHpoXlGy+zw4cPVBznOnTvX9u3b1w4cODCYH46bvIxFnA1x4gJUNsDRdJnaiPfQqup00McmuG9TOhvjAKD+vvryEwKQXFdb4/2kE/dwqZcz+YnTZ2L5fTqy3aldm/W0U+W6NWA92PhmzrI+cm2M/ThzXyxkDmt+ptpNmdRP3ZRNH/pPW30Z5VK2tP86cAXWfn1YMwms52GORhiX67X2BoASKBBZAwUiR+LIkvrqTd/LeJQxL5M64/rzHBLSX8r0z61/likf+dWb7if30lbivpy8yNuXjxxpN/fEkSnypN0+7sunj74fWlZ9ALCq/uirre8/c9rn3SmdOREHFCUuWbs5Sv3UyVhSfi1/NC0cIX+AlO+0Pg1oTf4hMH6nDt97K+36dWGAY9VuB5l812atiQEhZYXSkurMBfN5EKdO0hlP3540LSVlAq20Ke3edMjvXNUbTRGrLgfr4z9WAqzE8lZpdS0vtZvLQ1xQigazfwp1Jw1W2+M/ivp/Eg3wafBltQauBrhF8xlEKxPDmBrOz7XVxeE3e/it5pR9AFdMDZdmpoLf7GvSrPzLNQM3fu63Gg2omPQBSNJghk02eBLgI48mCfM5GiYccfOTRePE5l8awOCcOnBr88E3tX9z95UCVkCGAF7Y8DtFDhwAtZiW8YkEZAEtH/7oZ+oUQZv5mImBO7SvbPwFaXngRqBVr2k10VgaTQQBHr6cQJpe24qGDHBF2wqcIrsQE0E+nIwJgPhmT0f8Rp8Tf13/7T3MBv94AqtoKUXbinkgeBh4I07auAJpAmoKXHX+rQJRAqwSB1wlpiVkbkC96RBn7L0vMBpGIKbnCEr+k584W89WbB2BmzTzrIsEcEg+7Sb3AB/QUD7fV3/r/z1ScNO4rD9gBzx1HWAVjSqAKmMFvjxfQboHd/KUs7YAK2uHlpMy4Nr/9a+OlezkedNbfq/WAhDHT5v1Cewa91t+9Q/b07/w22UiC9Jat7QKjd+YzIe1ZO6i6UYWYMqape0VX23WLrhqnZIFuARkv/TlwXfbN7p2ZuVmMzCbgdkMfDdnAKy67SV5BEb1H2MwqnuR9p9iwctzYmYK9cI+mgwuzl1ply+cbxfOn23Hjx9tjzzycLvrrrva0aNHJ1Bpfn5hAp4uXrzYzpw63c6ePtMunDvfrly63BaAtIW5Nnf1crt08Xw7d/Z0gaHLly+2kyePtSNHDhWUAWT4sAKoAsMCr8AbTs6feOKJ0rYCzwTgaqHMEZfLSTtH7VcuXmoH9u9vu3btqvLqkZds2gOUmNPY+NgM2aicP3emHTiwr+3ataPt2LG9HTlycDB7XFkps0igaPv2bW3f/idqfsznsWNH22OPPdYef/zxMl/csWNH9QdeBZDNzS+1Xbv3FLg6febcYAq4eqNdX1ltRw8dbhsf3dD46zp84FA7uP9A271zVzuwd1+7dP5iW1lcblevXGl79uwp80x9cfIu1pfx8ZsFZNg02wQ/dWtI12Y7migd2AngqU1rBxHMxVB/aOdmB7nUyaa8NtoBOKPGlrZoTMU/1aTM2EZAUeJqbwRbvaZVZAuI0m7qVNzVSRu5r52+fl+30p32l3LyhIwrm2Bx5jJzkvE8lXGbzw5+5L447aUN8XQ7KdeDrtTr5Ui9tHHbvdFUcOIr7frg4D9aV7dGMJs2ImPa6K8jj3s+DymTdMbS17lTu/196Ywv9avdDnoWrBghRd9enk1i4CNpzy7tpj9x5i9x7mk3/ff3kpdy4rSbOnnekzLdZ0JeZO7bSt50fAu0ui4MZoI0r6TTV41x1CjyfST/5nhd6fHzmbQ4oGk6NleBRuLI39fJ/czrMMfmmXbpGrgCogAqwCrAH8yXLwzgakgnb9BEvdaujcAo66iHRvIqlHnf0gRYBVzlfubCtbSgnaQT93nKFohSdgwFn0btql6OpNOO2D94QKfSVu40rXznLy0z31tqN8YAVuUfQNdpXo1aWQFilTdqNveQCoAK8Mo/jvxuV5lRSzq/w/k9T8ynFf9W8Yu1tDg7VfC7+c71l7pvjqn5qaJtRSOGNhSwZKPOJBA0AAuADho34A5/RiAEcLV+562qb7MOpChvI87BOA0T5k+ADDihTRAAvKJlA244Vc7JbEzMnESnTRDKBp6ZICgFXgENCYFVNFYCrUA20IqWGEhABtCjNK3e9t4ypQMvABraRPFrBVqBVUIPrkArWlYgHW0gIII/re/kH5My88d0TEx+5o0xEzS/PaQCYmglgVUBOEm77jWtAq7ELwWtMjfRrgKq+kA7DbgEcDxvcC/gyql6TEOBnu/70dMFIPmzoq1mjvugLlAlFmhw6ZOmHRBE646/KbCK9lngXcwkrceMO8Cu4FWnceW68sbTFDM/1gAASOsKNJL/2g0rBU1BW2Nywt/h879UWlh//Xsfb//TP3yitMnMnUMNrGtrAvCyfn/gNecqzUG7fBpXPivm0zPQp2dJ6wqgiu8yz9n4yGHNAlcg7QxcfSc/ZbO2ZzMwm4GXewby8hvzhJgciL1M50U7L8uBV3n55s+KFpRw+dKFdmD/3rZty+a2dcumtmHDI+3uu1/f7rrr7tK4ApiGMNfm5+cK5GzbtrVt2zqEx7Zvb8ePHW9XLl1sly+db4cPHWg7HtvWtm/bUrDqsce2tY0bH20bN25omzZtbLt27WxPPnmytKoCr2hYATcPPfRQ27hxY0Ebjs6ZCTJZPHbsWAE0poECh+ibN21qGx7dUBpJ7oNOW7durXY4lZ/Aq3GDaPNCm+yJJx5vDz24vm3durldunShNmXKAl5MEx988IF27tzZ8h905vSp9vDDD1Wb4JF2yfnww4+0kyefLHC1sjJoXO1+fE978KGH26nTZwZotrraTh4/0dbdv649vnt3wan5OfN9uR06eLBt2rip7d61u81d5WR/0LDauXNnjZd/MRpe6ROE468GvLpZGhxrJks21NnoStuYFxTqQFY2symXDXyBoLFcAaEO2minwtO3JkAhm/5sksUBSeI3vOGpNbigfu/4fZSr5BthVdLkVr/gQNIjwJJv4133p/JqnGO9yf1uDkpO7XVzVDLfIa+fmwJlIyjJ3KlX6c4UsOQeYWLuT5ePDHV/nF9lKn+8vtO83ioH7MOpkwBVhTqB0hrg+8pzXwMr2uxD5Ek/uee65nkcT2SZzkv+pP6UrMCBe3mGVT5z0cHMgiVT4y0ZOrA4AJUBMgZS5rl79pP1PJ4MGNmm57+XJ+OJ/ORVTz74GrlLlnE96KeHPHWa35Q5W8prq2/TdcmlDwDLPI8+riq/m299BCoZuzaVmZa5rwfOKKte0hNZu7FpQ71qtxuPsvKSH60qACphAFrmO1BL+bX7A6wiw9hWp0EFBvmONScJ8qQDjAowjSaDNYZR7pTv47Q3qdtpUgFHuV9aVh0YSz5ZlAu0mkCqzjF7fi8DvJQHklZoVuUfPszr/SNkYb5dX1psN68N0Ct11Rl8TS6WD8nV8VTB/Pb6rc7vdaCU32F98DVZfieZKo7/jFKGRvXgC4ufK1pXc21lpnH1cr9Gzdr7ZmbA5hpkYLYllEnX6y7UyX4cttt427QDDBxQgxQAE9AA7LgHcEjTvjl47hfL5xGtLPAHPOLLCTAAyMANmlU0VUAOGl/a49tKO2AXx+WAVa+dYlPPTFAAraLBwmRwzZH8mkNz/YIdAIYxAgkAVPxaBb6AFdG0Ii/4YCzyXYM1H/rIp7+ZKf2my77wwovt53/5PTWXZAVrojFmHKVx9dYp07hRq2gCaDrzQM8sGj9izyjX0uZiOtC2AvWicQW+eB7mKw7Ze20rmmgAH5Ap8FPmWdK+q3jTtVor0cAz932frgX96ofTc1p3wBW/aeYgEFLaPMRJfUGszmSy1z4DtQSQT+yeYP1FYysO7s0dM8D/7Z8erPXH7O/hPW8orTHaX9//Y4O5K/NHTtjf98FPtA98+FMF3IAr/tmM1eeHxpWxAlfm0Hxrnwz6I7NgLKAczS8ByAK0QFcg9ktf/so3vX5mFWYzMJuB2Qx8t2Zg8l/dBc5fB2exXsyjceXFOC/OgViBV+rWS/PyYrt48XwBnAcfXN8AJlCHNtJDDz3Y1q1bV6ZrtKOApaWlxXb48MF2//33jtpKR9q+/fsbc74tW7a0Y0ePFBg6cvhg27IJdLq3aZdm09Gjh9uhQwfazp2PtUceeaj6YZIXc0HQ6fWvf31pGHEIT5sJuNm2bVvJQeMKXGKmeHXuagGqe++7d+I8Xj7IE62lQ4cOVfnaYHWbI5sYfry2bN7Ydu3e0S5fvdRWrq1Uu8AVcPbEnifa6uhLi0YZrS5t64MM+/cfaPfdt64dOHCoraysVnCPltj69etL7pVr12psQBjwVtpZ4+ldS8vLE0gGUNEyU595IPlpmJEfrIqJjnEMZmJrjrptUAM8pBN+llZUoFNg0AgdbjmVbgQX6v7sCJrkJWSznPbTRzbWrgV9gAsBDRNINSVXyifu+5enn4CEuh7bDbhIHzbeSU8Ag3GP8mT8TrJLuxlL+hQnT/mMedKe+zb4iXstoLG8+glpt647s0xwIKAgcQ8qAg8iy0SOKag0yb/19eaLgwxfb74X2cRAQPpInHHnOrG+pPuQ/o2B/BmLOOl+7jLu1MszcZ1++1hfNJ7kpc2sp7QfrcC0Ke5l7vPz3Pu89Jc818plrU3aH2Fb+jWWPDN5kSv995Clb9upj0PZ3uxz1HQc28lYa047cKUd8kXmpDOvkSn1I2vq9XEvs3p9G6k/5K3dI3fK9unkpT/Qiez6y3oxH64zL/KlgaS+zHR+yig3nc61uK+XsgWNRpNBh5AolzoBVmRdYQ4PSHWO2qdBVtoqE8TRJNBvZgGrxcV2fXGx3VhaajdpL0dbCngqbS2/vWs+r7Th99dvc2DVndL+8ZTf6R5cpaxY/nBvpnH13XrfmvXbWvvc819qO47+XGlbgVbgFcAUR9s0UphQBUzRkKJxBeiAWTbrgJVw5OIvVVmb+B3Hfr5gBofrfCHRvHrHuz9YGl1OjgOqACxwADBQngYMM8E/+dhzBbBoXQlAljgwq0wD3/vR8nMFWtHworkSDR2AAyQADQKtSpPoje8quWmT0foBpwKuyCiAVYJ8YwTKvtN/NN9o4IA4QBGAxMQMrAE3gA7wA4AxR8CUcYEjfSwtBFyBVAItK3EgluseIuk34Oo2eNWBK9Aq/sCAvoCrPP/DF36pZKexRBOK7zOnSdK2AwPdB0JBLsDL/NLEoukmzecZcBVfU8YO3tE+y/jBJ880AZzqtdD664ArZaUDrwp6ve29NbfmiaYYWKZv5qu7jv9CaRFa47SogFjAlszmzNoB6YArdX1mACxr37rx/MwvaKVP/Xl2NOeMyVh6cGWM1i6NK9CW0/7Z32wGZjMwm4FXygzkZVdcIKqDVl6k5QVYiaevlxcHjavdu3e2u+76mbZ37552/vzZAllnz55u8oEr/pX4jwKYzp070x54YF1pZCkjH+xx+p+y+/ftbVcuX2hXr1xq+/buKa2tLVs2VZt8RgmnTp0scLV588bKB4KAKvUfecSJfBcKDtHEAot2795dWld8P8V/FYgF7riXPDEZtQWkMbED3ICfYdM0OMy24VmYv9r273uibdm6uZ14EhDjkHelwFPBsFOny2E6H1qcz/PlpS3aVqdOPdkee2xHgauDBw+35WWO4a8XeDJXwNXJkyerX3Pz8MMPl/lfZAGjQCogkOmhcQN08s2FPFpmxhFwNWg30Ly5VSGnzD1163ZzqmxyA4FsIm3Os+FznZANfuLkJ9ZW7omTdj/9yLO5tZkteDSa8cmPDH3ZtKON3E+7uZfrvr0BAqz5t8qmW5zNtTYndceNf3/d3zcfuU6/6SMb82zUh439AGmMJXWltZFr6bQhjmxJuy4NkymglTa0I2S+qr3xefV9pFzyEqedxPJt4PvrtBkIkLp9nI3/pO7YhnEAFQE5mZfExpcgT1+ZI3Psun8eyVMGaNR+oKR20m5ieZE/7aSPvp/MXx+nXPoUW39Vb+xX39P93tb3KONEQ3F8/plLfWQe00/kityJtSsYc4WubmRNnDaUz9zXXHSgz3X6Th+VNzWP6S/1M74+Trov0+clHVnSXx+TJesogCnXiZXpy8lXNuXF7uc69cQBUkCTa3HK5V6glOved5W0z6F8ddQVXIv94weUikm9302BaT3z+zoxcDQvrLZBqzG4poVFi5kWVbShJ7/Roymh3+P4qMzveH6fgar+XgDWAK9mztlfKe9nr1o53/nbH273PXZzonEFXMUfFSfrNKPAJVpUwAOgAzYAEgKTMBt9TteZBPIPJDAJ5AsIlODT6J2//aH21ne8rzRc/sb37S3zQNos/CPRdAGc/uSZ5wpcAVhMBt/3x58oYMVEkAYWk0G+gpgGTmtaAQMAAc2aaCKBCGAMrR6aQzF1652xgzDAHPAAXknTBtL3n8efcdLEibZTQbY3vauugSjjMS4BDAFceiAlnRDNKuN+qfCNQCvjp3UFxAieOWhDUy1mlQAWoCMm17Of+FxN14svfq0tPD0Anvh9AnY27n9jaVNZJ7SqaFnlVEIaeNYCDShrzFhj8tmDq8ApQAog85wTQD3BdcwIlSObIG0uS/Pp7e+r+QFqgasfeM25AmtgWsZovOCssZuDaB2CWzTLmL4Cr9Y3QOczYd48CzKQVX8BV2Jr3LMGJAfT0EHjynp2IMFXv/rCn8eSm/Uxm4HZDMxm4GWZAS+8eallmhCzhbywe8H2n2Ev4AFYfRq4unDhXHvgwfXliB2U4osKXOKwfO/eJwqq0CICkICkffueKMi1bduWduzYkXbkyOHSyGKed/fd97THH9/Vrly6UD6ugKH77r278gKtOGoHx5giMh3UJ4Bz8OCh8qdFO8k1AKU/sAfI4ZwdFHJPPq2ku+++u/xABVgtOuVwZaVA2qZNm0sji9zypjc95oivq9Iw27en2gXhaFvRHONonkP11ZVr5X/q1JNPNiZ88Tml/XXrHiiNq+XlQeNq0MTaP57EeLItLS2Xc3VtbtiwsSAfEEUewTiAt3vuuWdyYiKgBQICV+Bcyc4crHzPAFCDf6OAq6efGvxNZSNvk1ub8iktK/nZAPfpwKM+Lxtm7aTdpBMrn3u1Yc0metyI08TSduBA+nZNw0tI/ZRzLR1tqWhvMT3MhlscuGHjnM25ODKl3cT9hjpy2BBPl3edttOu/moDH0A3brb7OUq62h7H39fXRjb78iN32lYvm/iSqwM+2s69km+EJf2Y3I8MKZ/1Xvc6mXM/9dNm34a6fC71eZE1sKIfn7H148s99dN+3990WrkKxtqBFn0KeSaVzvoezfzSfuI881yL5elzuEe7b1jXWZvpw3qTJkPFY//Sfb62oiGWsWSucp3+p/Pdz1in2+zrkrUfi3tr87zmByyypa1qe1wP0upkveW5TMp2c93Pe/pJnHqJQR/prIXImb6r31HrSZrsAJEA7KRcrbM8+w50TeZozFMvbaqfADL5Hu/vpQ9xYJR0wFVpRI0n73K8rq2+XNpUh2+r/G6K00bK5HdWG0n38fLCXGlSBUhpA3wKxBK7noCxUfPKb3ruBWANZoMLbXluBq5elpenWSPf3gwsv+E3CzrFiTqQAD7RiuJM/Z5tNwoo2MwH9AA8tLGYStHQEgAu1z+yfr7qMw0Ev5hUAV/AEyDyN/7R3jq1LY6xaa/Y6ANWNE8EGlbxY8U0kC8rpwYCVjRUpjWtopUEGoA7wA1NIjAh0IrWUKBVtH0AB9DKuACuaH59ezP6jdcG5cCUgKtoPeVaDDYZEwADhgAz0bYCSpIWC/KikSWtvvmYhlb66kP6NGeC60A/z978RfNKbH4Bw08/98XbBgxAkpdpqVP3zC0gFBikbjSuaOuBPwFgnodnWdpmo5lgtK0Cp8oB++jDSj8Jxj5xzt5BLXNmfUXjStuAFJ9u1uiPPrBQmlUAVeagzCVHgGgOlAdpOWN3qiDYpf62w28ujStyK2eOyRBgpm/AKgG44veKDOAck0jr3YmFs7/ZDMxmYDYDr6QZKL8Yi8NLLkgVcDV5EZ+CVv1LOD8dwBUn7OvX3d927theEIu/p7k5p/NdLkh1//33lRbScGIf5+G72913/Uxbt+7eBl7RagJ0Nm3aVFpO2qPNROPq0MH97cEH1pXZIRA2P8/c8EqBK9AKvKK1dfXqlYJk0aCam7taWlROIASqgJz77ru3wBXYc+XqlbZr964CPocOH6oyQNeyjcHSUrt06WJ79NFHypcWqMU5e7+Rz+aGA3lO2rfv2FbaTSdPnihgxETvupOzVv23f7WdOXWqrV+3bhzf8fHkv0Nt/foH2969+9oyk8JrqwWiDhzY39avX9eOHj3SFhcX2sWLF9qWzZtLlvPnz5em1fISDQDgaq7xE/bgAw8UbFsdNa6YTAJXJ06cqNMM+ZThd+YpR9c7wXDZBpAmzZo/KJtHgCeb8WwmbQKziRa7di/3+zhl+7zpdK7TpuvSQBnBjk1xD6Kq3AjRlIt8kUUMYsmvtkbZAq3SNnhRdTqYURtg44tZ4QjnpmU0row7/fZlMu4AkklfI8BI+ykn1re2qp0RjFR+J4+56NuyBuUFHEzAwJ8BlgoWTIEp/dbYu01/rskQ+ZKXNjL25CtHfjFZ+rolZ9evOjWeEewEYmQ8iUu2cd60lz7F6avaGu8lT//K5BloP20mzlxWucx998wjvzYzRumUT5xyrif3R22r9KXMZIxjusaTdT7Oc5Xr5i4w5ra2x89d+s1cTvflPnkmMo1jq3o176AaCDp8H9y8uQaw+ucXmcifNZa+JmOKTN3z7Oe+h13q5nnoO1qD2h78qw2fB/73hrBm0pfv3YpHEHVrXLcFhzpAmrkzP6mXMuSRzne3+37nhOTnd8+96Tw+sJbrN3KxLQFE0bAaoVMAFvBU8KkON1lsN2hlKQuSrag7P5jij9BM2fzuTuqOJoTLI4ACofz2lsnhCKdcywepSptrLJO0/MWrV+qU39K0ooVV/q/m2l95Jb2kzGR9dc7AF774p23n8Z8vLSlaKCAUTSjQiVkUc6k41bZBByFs4AEqJwoCEvxN0d5i+gQ0KE/LhuNrpli0sZheMQXcsPdn21/9nl0Fr/7WDx6p/oASG/j4tgK5emDFqXaA1eDo+o8mpnTRRgq0AmtAFfAh0CqgJODKOATABMQCcMj+qee+8Of2kF948WulPQYqBRQFXOU6IMU4gBFlgZFo9QAkQBaoQ6tIfjSOAnqAnQCtaXjluu9Tv67TvxjQ0beY1pr2/+Mv/X75GzOGO/197Wtfax/7xOfaez/wbPu1d/3R0OabBohoLDSYAK2TV99WoIqvrxe/9rX2xrf8bkEmmlYAj2ebcQVYBdCJo2WWPGNNOeMHrDJf5kp72mXmGIfwP7xuvk42pEFoPZDPHETrzHoPqOXviiYhoOtUTdqENK7UMz/mkyz6LS2vt91uLqhvgXkocAXG/sEHPt6++tUX7zSNs7zZDMxmYDYDf2FnwEu0E/xynHa9cI8v816m64V7ylywh1dejp88drQ9vH5d2/3Y9nbh3JnStIp21P79gNE97YkndpcmFl9YW39erwAAIABJREFUT+zZ3e6/755yun7yxLGCOE4I5KNJzGcVODU3f7Wcsq9ff3+ZHMoLuIpPLX6uBnB1ucwU1627rzSgwDNlaWeRhQnjvffeXSCNCcbVuctt34G97YGH1rfdZLtycTTVGJzSO8kwPrjK7GP0m5KNo02QzZe2Tp9+svxvHTy4v/p+9NGHq89hw2dztFgmj9o7fORQycRPysGD+2puyKYdJ1CRlw8vPr34AfNcwDEmk48+8lDbv29fm7tytcAT+HTqyZNt3f33tMd376yNlg0XefkX0x8I6Pl6rjbCNmNnzpyqPoDAbFxtLAGebDCzyXSdzX42xP2mOHn9Jtsc5Tr3xdPAKfdSNnEAVPU7bvIjj7zImfp9nD6Sp82va3fccOceeZXvrzOGPO/c6+M7lulAS+6nTkBIv/HPGMW1sR41wMiT+gUpptpNG7Xx7wCJ/B405LqPUzdjS0zOpCvu/BSpIy9jEUcu+eStMh3ESFt9uxlX7mW99essfeSZpP3+us+brBdyGEO3lrNexOnL/GhLvawXffayRQZjTPrPiiNDxpWy/bV08sW5l3XR5+WevF6uPr9vK+k8E3UyRnHyOVIXbt3yWR8OS8i81DPoQJfvEv2pK502ehmSTrmKR2DYr4esyWHtDQ7bIwsNUKdb1gmXqzcK9usvwXdW6k/iESxFrmkZXVe9tHNjtb6vywH7aCYYMFX93Fit78181yvnOzNlQKoVjtVHs2+m30uLi+3atUGLSr1q+w7aXAFa2vCbKvheD6SKtlXuiXOv95MFUgVURaMqsfxoYvl9lo6mlX8C+Q1ILD0DV39hX8n+cgnGVMkpgzbkzPxolLzm4aXyXwXwBFyBPIAUcylQ5ZmPf7ZM/PjncSraZ5//UvmlolECAPCLxRcQk0NmiMCH09n+9g8ebX/t7+4uePV3/uXRMjekVRXNKmVs6gGrnBjImbXNfmnjvP19BSFAMkAi0CqaVqADLZnyzzT6tYoZmDhjAhu0AYq9FIT5Tq2Ejz772RpDNJvAoR4Y9Vo/ygjkDcSS7mEJYDINbgK4CjZ1WkiZLzHAE60l0C/AJ0BMGfOqfZpu1soXvvTtORJ/4cUX21fuYBr3kY89Vw7LY9JHU6ng05R/L3L2IRpmGYc4UCvjsU5irvef3/be9tDjT5evKhpUABTTR1CVOSPzVZCKfy5rhQnjo3t/trQP+cOiJcaHG99dgBetPesNuNJv+uzNBdM3cBVTQVqFgO3sbzYDsxmYzcArbQa8JHuhzcv0bS/NfHQwg1gYXph7YCWdl+bzp0+1DQ892LZu3NDOnTlV0AZkAkY4aQeMmP8xIZTn5MH16+4rDS2mdlcuMyu8UlpPtJsCp7TBlBCAUd81sOM+cMXv1UMPPVAgRt6JE8cK+ABHTz55YgLQUvaee15fAEvZS5cvtJMnj7fNWza2DRsfbSdOHC1A5KWepteunY81EAyUymYpGzcbnYArGxZyAXT6Bdk4kAe1snGyCXFCohMIASX9Ghf/XA8//GCdnAjgOamQrJzQ8wFGM03+pYvnyxH87l072rYtW9qBffvrlMFjR462zRs3tu3bNpfs5NOXtskC6pk3Tu61QW7ATLtOQmTimU1rD1CSl41nNsHZHOf6TrGNq3xlpcW57uOk02bKya972hh9XUU28vQgotJjXz2ESBvJE8essO838uk7ZSPHdJw2+/yk3VO/b3uSHoFPrvuNPfkzx/2cV7sdQMi669tQPsH67NMDHBi0ffp25SubPrXXz4G0YJ2QIfKlTuV1z9N1X7+uO7mqnynglT7SVmSJ/MkXZ7xJ57rvs0/nfsBm2hQbS+YifURLL9eRLe0k33VC8sTy0v90nZTr89N+7iWWn3Jpzz1pz74vl/ue0eQ5GV9pU67NmfZua7PasibMwwCtgCPaV55BhRFGpr9pGcgyLc902ZIL6BqD78msz6QHjS/9Wv+D2fJwYMSNduOaMQ+wOWPs28z3br5byZNyfR4Y1F+r57taXGE0OezLFazyexd/Vt2Jg8ox+QaulhYcSrJc4Gpxab7Ka5sZIMfugU6Jq+4ItPy+JrhfQGzUuEp+/xtcpwyO/idjDpjfXXEfwKpcB3KJF/0Dh6by1csTeDUDV6+0N7VXsbzM82zYaVrRuOK7iqZJTLtoVjGNAq7KL8+ffLpMnL76wqAtQsvmuc99sZxMc2zOjExdJwcyPwTDOO6mVXXg3FtK6+qvf+/j7W/+wMEy1wJqaD3Z1AMkzKgCqzhft+GniUNrBtiYaBu9ZYAU0R6KpgytHjLTtor/IgBOPqCl/M+/9T3t/R/88/FnNb10fvkd75tohgVCicGrjCEwS950MKY4lTcWoEkcrTKATpnAO3Ggl3ajRaUvGkYCmX7/fc+WWed73v/xMtkEVj7z2S+2z33+y80z/k7/ffiZzxTctA5AxZj6AWcAmjHeKbgXmJVyrkEs8EtbgChn//7e9s4PFHSiUZjAL5c0M1gBzAKk+OMCdoFYJpBMXwWmjtHUMr/gYiAfeBWtK2s2ftiMy3oGZZmKfvHbhIDf6ecxa382A7MZmM3AnWagXri7F+e8bOfl2ZHdIBUTBcHLc+K8SF+9eKE9sWtn2/TIw+3g/n3t7LkzjcYTeASgcNoO2PBLJTx58nhpWz3y8IOlfcW87vTpM2VqxyfT6dOn2sLC1Ymp4etf/9N1iiBNoZgLahu0AnhoOrlH84r2EhNCpw7SXHJv+2PbqmxBoh3bSwvJiYAXL5wvqMNc8bHtW8vROtNEgGjDow8XgKr/oo+bHZskG0cbpWyKACowiLN4MIgzetpTtdkfN1U2LhfOn217Ht/Vtm/fWkE52lBHjxxqe3bvaseOHG6XxznjAwwIo3EFXM3PXan/mLt/9MiRdnD/gYJX+/fuqxMYbUiyobVBAfDAM4AMeDNWQI78/tNPVvk2WtlU2thnc5+4Nv7d5jyb1H5TnM1x7mWzG3n6soE7yUtd+amfe3U9yhQQEciRuC8rnXaSFvfAKuXvFKt7p/rkkJ86rqXFxpiQ+v9/e2/iLVdxpXvqr+nVr9/r192ru9/rp9XVZbtc5Vcu+5WH8oCHso3L1+ABbIONjYFinodrQAbEICQkNA8IdJkFYhKzGIRAXIHEjJgRsxii17fzfJk7I+MMmTfz3Myb31nrrIhzTsSOHb84mTfPd3fE4TXzPxOfWIfX0B/0wTPHG+koHtAm65El2zTbGRuOldXNBAieo3CDY38dedpkSts4xn1igoATuUz8cX1nefMl6yf6xzZ9GyjDvjPPY2vLsTAmGVvPFH5hZz1vB+d4nvboh/nt7iPaZ3mm7AfqeyY879tg27xffBle8+fiNuJrvM4++vZ9HvVwbGPjIqBQn3XpZ2e9Rt1mlJOtd+dEK/DNIuxoi/c9+8Tz3jbP0bf1NvWwsSYWRSLeexSzVq+GmIVF+rHGFdauWm1rAa5j1BWmMWaCHeyjHm2Zjez7lxzWrGm9RZAiFlN+TyPFdzW+85BSTMJ57quzKFquQ4XzEJawU7iCYMV96RWNaev4G4q/AfibSVv+7yhtNM61C1eMdGYEFmygPFKcs0Xco2gqiFH42wuRCn+bcYy8TQfM3hyI/GpMfV96hf39wN8I7Pg7gL8nEq5Sv4Z0btYIQDCCuPS7E9bbVC4+uEPkQFQK3qqGh/+9r+2zqWCxox98uN8EDkwTwwLniNbBtCxMOcSaQJiGCLEFgtR//drZJl79H18+I3zlwIUW7QLhBiIDHvS5HpAXqyhiMGII0S0QMTi9DfUhzkBsgGgG8QY78hAWsGMaIaaPYb2st/Z9EHehtmMIKeAKIQ0+e/EKYhIFLEZbmdi0aZuJWsyjXxgjiCVggYg4iI2IEsKO6XiYxsYpkRCyIGzhGsryGhjBB4ztMGyvvfGuLegP8dJH1EGIwnhjDDHmZIM8zlHQYt6in7I1pxCph/sW0xK5IUIQb6qEqARbZIc8GIMVprjibZngjGNEV+GexjHuZZzjPYY68KFNMMsWaUcb2HFfI8IPU2EhBmoTAREQgVEkgB/T+JEMwQN5/EDHD2f7kZ29CWlNtjA7RCyIVl7Iwo9mTEm46K/nh5OPPy4cC/Hm5BNMwIGAxB3iEEQlCDENAeZsizQ6+qgjwzHHHG0LlmOtJiysjjfuQbiCwAKhB+IX6kOMQXQTIqZgC1PnsDA6hB6IQJgSiIglrDmFqCXsuI6oI0QhoQ7yELPgAx4M8CP+wgsW2FpaWAge+1lnnm4Lvtt/0PFgk0U38KEW66vggQrn8RAEcQs+YZF4RITZQ1YWBcOHKzBesniRCXeYhrgsmyqybPHlAfsqTDtZjsXkl5jwBfGLD1cUyuwBaMUK+48/Fn7HdJU1eAjMHmKR2nhm//2HX9j9Q6CNLQUrRlo4wYMiEcUPPHTywRUPxXiYhRiEHef5cIvU76zDc3w4j8/zmLZpD+fhA/zBjrW3cA4P11bGiUm0zbq0lRKtUAbnkcblWc+nyOft/gHe/M0EGpZn39iO+Z+JNBRWUJbiCh7KeY/RHm3w2GxnkWi0YfUzNjZeTtTy48hrVs8JQRQffEqxgSnq+H6wjzhH35CiHOpY6kWgTOyzMtk9hfZY1sY5G+9UO6jn20QZlmvzwfUdPvD+QR47hStvD3aNUyaMsR0/vm1tOKGOZc1Gdp59RP2r1q+zaCjaQsod5fyOzy/L0caGDeCZrR22FqJ56x7BvcKddmJ/cAyb69Zm0/6yKCcKWFhviutdrV+fRQBa+dXNKC7vk40Xxi+L8PJ9wTX4YesBNqOusmgutxB743pjyiKEK0RY2TTBNUizqYKrG/5yvSv6SQELAhGuUSgiB34X+mOe89/XVs/9A6J57MQrfP+irn3vWjTV6rDiyhXhvL+cG/79qGPCCSccb/+gwTqE/AcQv7P5PYzv/ca6WK3pf1gfC+dX2nqK7dMGUY9/f62Mmx6Il6dQrMLfYfztTQlXFLI4VRB/5/D3FPbw9w5/6yVcjeKvtTnu85O7XzURANOjIG5AUIEActL5N5jYg+ibN956z9YkilHgQXzfux/Y9EFEtmDtK4gKqIv1szAVEVOtIJBhMXisdfWf/uHU8MXvL7DreNscxCUIMVybCJFEELO8WEUBAwIDBR4ILxSnIOhApMGOPIQsiAqI1LrnoT0B0/SwptJsbg/veMHEIkSFwT/sFK8gXFGU8ZFWOE+RC/3hWlEUoCC8UJjCmFGgwjhixzWkFLZwzHNo+6EdwyFcYVw+2v+xvUXy1my9K0QwIXqK4pSJSxDysimWFK+QYqeYB+ETgtzLrxYvgA5B6513P7SoQUxZxCLziP7CSwNwv2DqKhaOByfcZ2CO+ws8GcUHXyCaoW34insWwpt/qyBE2207ng9oQ5sIiIAIjCoBCiAQQTANwn5wZ29MQh47fozblIXs9d74sYz/+Fqa/XcY/81FZA+En1NOOdGiiyAA4dx555wTzjnz9HDe5DnhsosvsgXdUR4CznnnTlodiE2IMELk1PLl+KHdeHMgIqsQHQRRCNFWEHQgXqEuopggQC2+/DL7QY4f6NghEOEapt5hihx+rKMOpipih20+IOAhAT/oUYc/6nkN/eYDkH9DGh7W8ECDHQ88KMcHKKS8hhT1Wc6it1A2q2f//QfTrA7Koj7b5EMhbZg9RCisakQorMG0muhB1vyAfe6ZPT5Y8yEUNvGQ6QUAHFu5TEyhqIA6OM+yTHGOO86xDO3gmHmkzKfq+Pq+ni+LMhAfkNIW67GcP49r8XUe+2vMM4UtlqMvsMtzcZ5tsmyjXCtKi/V4HeW54xp2Hscp6vh6/tjEmEwsoA2OLwUrCjYm2jjxhzaZol2fxzHGn/cAUlxnX8xPCj5OrPLtsS7OIQ9hjtfpX7Pd7F5ps58tus8yvMYU55HH7svE59gmU5ZFf7AmFo5xzUSt7D5mGaTY2QaPfWp2onsdLz3gWzstzSKcINTYVD03tY+fc6Ych/UbVgfsa9auCGvX4XuhIfaszl74wKglpJhyB5Frw3p8rjFWEMgg/uA7aKWlOL9hwwYryzoNsapR36YR2htH15jvmL633glUV21YG67Culhr1tqOfsEn9In2YAP55nEmSqEsxSnmG8eN6YIob9FXWQQWrjESC993tGl9X7PGXixhL79YtTqsw/XEdzHP8TuRkVRMKewj5fcl8hChkDb/9lFMWrki4OUYeCvswQcfbC+/wDHeBIs3ueLlHsuxeDv+ubAci7Dj5SXL7R8NmF7IHefwd9emHLpoZ/wdinf8PYMf+Pu7cvmVAWte4W8vxSkIWT6PCCseMwJr6ZJF4cplEKwwVRBRV4q4GtXfa3Pab4hPEEggNlFMwfQoREEhYuWlV/blrgeFxc2x1tWz2RsCp/e8alP/MAULi1l/9acXm0CFSBhMRYRw9R++eLJFXyEaCzumIkIYQNsQICBUQKTwgoWJVdc0RByIBhR+kEIIwg6BBynqQURAhNPLr+2rZbpblRsEHOEbhCMIIOgHdvgN/tgpyvEYKYQTlOEO4QRRQBSjmFK4gsCCNpDyGlJet2ihjBOExmHbICbtef71cPe2RvQV7kOMJUQhCEVNTtc0xD5Mz+NUUqyJhmmreAFBP7a9r+6z+xmRfxBU0TbuVfMj84XRXhSv4A/KIuILEWQPP/6iibv98Ec2REAERGC2COBHNKc+IOV/lyne8JgpxCrueNU3XgeOspiCwHU0ICRBmMLxMkxzW9LY+aMaP8bxAx2p1cmiqCAo2X+uVy43cQnHtmg5frRjysaqFWF5Fk2ENmEDftkP++yYtnmOKaZyoL49kKCOnwKSRZlBgMLDDoUo5PnwE4tJeHD1gpLVhQDlRCgvdnk7zFPkYmr2XH08yLJd1LE8ohJWZQsZ4wFybSPKAf5Y+UwgsCk12VQvXPMP1yjHc0gZgcQHZjzAN0WHTJxgfYoCPqUtnmNZ2sN55HmdqT/n67C82c2EA17HNZyn3/Td+4A8bbAtpmzT2/PXvB2WAS9fD2VYDuf9Mc+zfV+P9piiLMvRBseGdpDynLfF87QFOzyHlEIRU5xjWdpjHV7Deb9bBBjulewegLjTZsOdx1RHXGd7vH+QxucoWtEe2/f+4BzHFm2yDFLu7Ie/Rv98inb8btcy9tZfd938XrcmbMzaZBtMadePG8/RL35OKfBYCpFnHRbgb0yPwzpPsImyrMfUorTAcn1D7Gvxa9iAQII3oy5bBoEFIjUYI3IP0VVZdJb77rA+2thifNY3hSbUwxtX8UIM2MNxu6jU+H7Bdw92Y5AJchvWNQSstfgOcqKcz5tfENXWrG2K7RSv2tK1DS7oC4Qps5mJYxCtVkOox5tQV62yHWVsh2C1ak1Yv7rBEd/B+HvA71ek+L7Heez4zsffAaR+RxkIV3l/H2CzUX+l8brsMrxx9o8mXIFdS7SC/ZaIhXGiQAWRCn9rKWQxT6EKfz+ZZ8q/XWgf51AGAhanCVKgQsrd3iJ4xZLmWlcQtpZesSgsW3Z5WH4lFmlfbMeKuJqtX1xqN5fAE7v22jo+mBaIh3JOn0LkyQt7386dXodpglik/ZXX3rFoFSziDeEKU/JgB28i/PrPL7VpgWcu3GxiDUQrLNKOqKsv//gim0749z/4q62lRTEGwgp2iDuwQ6EKeQhTlmZTASHqUERAVBbEgvseedaiZrgWV27Ha76AtY0QfcP+UbhCfzoEK7cmlRfpTKhbf19TkIrFKR4zygpiFQUrRgqBF9qDuLd950s1U6je3KeffmZrbe1+9jWbRnjnA411ohC9hx3T77BDrNr1zGvh9TffDajT7w2L+EOg3bUH67jtssXkIaRBqIIQyUXykSJKDEIb/Hvk8RftZQb793/Sb5dkTwREQARqJ8Af1M3/BtsUhkakFX44N3+0Z9FXmDaIKYPrMUVtBSKxGgISBCPsqMMf3jjGf4ghcOGHtf3gxmKx2Y/0psiEH+bZf7ltrRAIYXjbIWziB7t7ffiKrCzb4I97iD94uMB5nkOeP/pNqMIDTLbWiT3QZIvv8sGMfYUd2MNDJR8u+eBmD6XZwybyOM9zPs+6tI1jPJiyLFNvH+e8DZTn9Vb5RiQHHhyx+4gIe7DcgIiH1uLIOBcLAnxA5sM3HryR587pVRQYOI2LtlgOwgJ21IdN/wBPmz5lWdbnNZxHfZzPs8k6TK+5+qpm22yX9uJjbxf2aYNt8jrr8Tp98X3jNZTleaYo722wDK77HTZYzp9HHozjazhmHZShXRvvBHeUMQHGpRBuaB/3kreDvD+GXey00RR9svO0Q0GL9wnLU2hhPRzHO67hvmK76J/nh/PsM/vrOdBHXkN52vJ5XOf9TH94vVk+E2rxuVmTfeZju82yjrfZbk7FazA1v9a3IpYoXkGMgcABgWjlypW2KLqtB5WNBfuzHnWze4BCF6OR8OKKBQsWhNNOOy2ccgqmPZ8cJicnA86vxSLrmUjUEMoYFdVI1yEqKhO4KC5BtDr66KPD73//+wAxBpFgqAtRicISIjrbvwsxTXCDffc0+5ZFWDEqCinaoP+0aZFTEJmyNpB6YQr1KEhBQMOOKGBbFD0T6CherYTIBUFr5eqwduUqWxQd353wFbt932Ma9+oVYVU2nZvCFNe64j9JvIjFc/b3Ifs7AHv427By5YqwYuXKsGTJknD44YeHww47zLiBP86BJ/IYZ6RXYl+6LCxedHlYcvlii7CCYLV0yRXhsksutX3J5Ys6/mb6v6X+bxn+DmI6Of6O8p9APuKKEVY4hx1TBSFkIcrKxKss4gp5CVe1/9RSg0UEMHsOQhPetHbocets4WlMGcSb/Z5/+S1b2Drv7XsQrbBBuILAhagrTBfEFCuII1gj64e/vSJAmMJb2SDU/D9fO6cZdYX8D35zRfi//8dZNnXwz2duCuctvs3WEsJ6QhTQEC0E0YViFsQrRBQh+gVROIh4uevB3bbIONYwGuYNC6FD7IDABGEOQhSEKxPfsmlwjLDCNTDDdezMo/9gQqEvjqqKxSpOnUTEFmxT7EMU3DALV6lxhAj07nsf2RQ/RFXxHkyVHcQ5CGOICMO0QqyVdf8jz9kaVpvvbKzRtn3ni/YZwPRav7bWIHyRTREQARGok8CyK5Zm/wmG6INXfDcEKIo+EHHadizUni3WvgY/orP/YrM8fmijPFI758pTuGpey6Ke8JAAgYr/DcfDA3Ye88EC5XgNDxJeaMJDS3yOx3yQoWiFh1NbmyoSrlCuITRli1NnohQeJPGw33y4zI5RFueQ8mGY5eKUZb0tPhzTBsrwYZj2cOzrYAoSRasNa9eH9dkbuFieD+cUEUwgcMKUt488xQKIBNytDESF7IHeBIpMGIgFI9ThQz1tM6Xww2NvP87Tf18WeZZDymv0wV9D3ttgGfrg6yPv+x23Q7s87/vHvLeHc7DHc0xR3/tEu7SBlGVZDmPNfiLPsrTF1JdnHintYdxxD2DsINwgj7q0yTpsD8f+Gut7wanNLydsUbiC8OPvP7tvwIBTT9e3C1g4D3/RNmyTD9thyj6xDFLWYR6+e/953vqZ+UA/WNeuuWgr9hn9YBnaQcox9tdwHv759ht+4LPZeGMehJe/LlgQjj3uuHD88cebyGFT9Na2RG98X/jvDERSWlQWxKR1600IOfHEE8Of/vSncMYZZ4Szzz7bRCcIKBdeeGFjKl0WMUVBCKJQYzrx2kYkFYQiN63v8ssvD8cc01hXEIIaRCOKSiYorVzVnIqM76aGjw3hyb6DIC5lbyn0QhUFLIhMyG9Yv6EhUK1c1RTFYB+i1FpM9Vu7ztqGoId9lSsHAc3Krlpl1xDRBAFp2ZVXhiuWLDExCFMF16xaaVG+SzAVPFsncPnKK8PK1SvCitWNCCv87cB0c0w9xxR0vMwDx/Y3BWUZiZtFZ+HvAf9O4G/WqlUN/xYtWhR+97vfhUMPPTTgZSIQEY888kjbzzrrrACuiLZauHBhOPH4E8KfjvhjOPvMs0zEwt/b0089LRz+u8PsPKbS4+8k/u7iHzpMmUe7/HtpPmBRdoif7o2CjMCimOVTE6+WNsQrRltJuKrzF5baqkQAIgDWlvrGQZeF7/zqclukHW9UgxiFaYJ4AC9aGgriAcq89Mrb9jC/5/k3bH0hTPnDG9iw8PvffW9B+PHhy0ykwRsMMV0Qbxf8z//9NJsqCGHrf//y6RaddfCfV9mUxcnLbm2++Q3+QMiCcIVIIfi79cHd9ka8J59+Jbz6xruzvn5VFdh4o9yGGx6xt+ZBbMJC3xCVIEpBpIIQhx0CUyxaoQzKMuIMwh0EKoh72CFi8Y2DOA9hDGUpUtEebUMoQ4TQozuHb6pgFZbDUgZvXYRAtf/jTyRUDcugyA8REAEREAEREAEREAEREIEZEVDE1YzwqXK/CSCqCuLG33zrXNv/5eBFts7U62++FxC9BFGqaMODO0QriFyYWrj7uddNuEJUEd7E9pvj14V/+OEFNiUQwhMisChc/S9fPCX804ELbR2s//j3p1j6tZ9dYulPj1gefn/yVeHos6ZsDawzFt4c7nrg6fDM829Ye3VH2hQxqHINkToLFt9mfYJgBAHu/MW3m+gEUYrRUBCuKDLhvN8pWiFFBBoEqwuX3tncIV7hPOogOgt2sPtjCldIRzHiqgprlREBERABERABERABERABERABEeidgISr3tmp5gAIYBFsCCH/11fPtCiov/32ubaODwQrTIfC2kF4oyCmR33yyWcd0VcffvhxgMgF8QrRVhCuMFUQogiElT+ednX4xx9daOtZQWT50WHLmlMFsdYVoq2wQDsisLCQ+4G/v9LKfO+QJQEiGt5E+P1Dl4STF9wQPhrhtYIe3P5c+MMpG8O3f7konHrBTfbWRERdQbxC9BSFKwpOSLHjPFKLtsqis3AMERCRVVgEH1wRkcbp6yRJAAAgAElEQVQ1rChWedELdShg0S7WBFPE1QA+VDIpAiIgAiIgAiIgAiIgAiIgAiNMQMLVCA/eXHQdb2CDAPK/fulUE5T+5lt/CQ/veCG89ua7AVPbdj79iq1dBREL5yB0QdR6/8P99qZBpBCuXn51X8Di7BCvHtj+nK3jBLtYt+orBy60qCtMHcSUQUZc/c9fOCnM/8Zk+NkfV9i0QYhYx597fbh72x57qyCiriBeHXDIYnsjIaYEjuIGwQ3CE0Q7TMeEEAcRCcIRhCdM8cMxRCqkcaQUzqE+1sRCSiELwiDqQrDCNbueLWAPMZIRWl60gi0cow1ExUm4GsU7Sj6LgAiIgAiIgAiIgAiIgAiIwOAISLgaHFtZ7oHArmdeNcHjP3/pNBOUPv/d821xaURQQbR6cvcrJmDtmH45bH/yJTtGVNWjT7xox7t2v2pRVi/ufdsWc4dwBeEJoggiiiBcIZIKotQ5l97aEq6+cFL4nz5/YvhvXz/Hps/9n1850xZoX7Dk9gBbeFPcL49eE771i0W2Y8ogfBrFDQyPOHVj+MnhV5pwBRYHH7XaFpaHWAXxCmtSUWCy6Cq3ILuJUFjfivuG+23MUAfiFYUrRG6xbixcwXa8S7gaxbtJPouACIiACIiACIiACIiACIjAYAlIuBosX1nvkgCEqw03PBogHCES6vMHnB8eefyF8Orr74TpPa+aePX4roZohbeoIUIHohXKbHvs+fDAo8/ZGwgRZfXw4y/Ym9Zuu/cpE66w5hIEG0wVxH7mws029c9HXGFtrZPOv8GmKv7zzy6xSCDYxeLrfzrt6vDdXy+2qYR4KyHWtxrFDeLUr45ZY5FWmCr4hQPON8EOEWjX3rrDRCuwYjQV357I6KimcJVFUSGyCmWwQxxsClbrG+cZecX6jOBCSvFKEVejeCfJZxEQAREQAREQAREQAREQAREYPAEJV4NnrBa6IIC38m2+68nw//7LX0y4+uL3F9hUv/c+2G8Lru/EdMGn9poghYgriFbYsY4Vhav7Hn42e8vfU2HL3bts/aY1Uw8FvA0QC6wjwgii1Cl/vTH89x9dGLAoO4QyRHl9feJSE65wDuLOjXfsNCEN0UAQqyhcIfoKItuobVgbDG9I/Okflges24XF5z/3nfPCf/3a2fYWRSzGjr4icgoiFMUmRk7xGCkFKQhZXryCgAXximKWlcveQOiFKgpXSCGmKeJq1O4m+SsCIiACIiACIiACIiACIiACgycg4WrwjNVCFwR2Pr033PvwMyYQIRJq/jcnwzU3PxY+/viTsO/dD5uiFaKtLOLqiRctsspEq+3Pmch1/yPPhnseeibcft9TJoJtumWHvakQEUWHHrs2fO6759mi5Mf95Tpb6woRR3ib4Jd/fFE45Ni14bATN9gaW1jfCmLKXy7bEs68eHP4xdGrm2IPRCy8tXDUNoh9EOzwNkVEW/3TTy5qvsER4tXvTlhvC9lDmPJRVxCucI47jr1wxWMKWBCuKF4hZVnWh4AFwQpvkIRohRSsETmnTQREQAREQAREQAREQAREQAREQARIQMIVSSgdCgLPv/yWTQc86+JbLOLqP/3DqeG8y28Lb7/zgb1NEGtWYaogpwgi0urB7Y1oK4pXWNPqzvufDlvu2WXC1dQtO0wcgc0f/OYKE2r+7YgV9oZBRB0detw6E2wgRp19yS22ODsisRChhTfkQeA68oxrwsSfVlp9RGth2uB77380FMy6cQIRaIgkg3CFhdm/9K8XWHTb//ftc00k/IcfXhAuWHpHWHvtwzZVEFFTzYipLGrKoq+4vlUmYHlhCtcZbcXoK1xv2nHrZUG04i7hqpuRVFkREAEREAEREAEREAEREAERGA8CEq7GY5xHppeYyobFw2+9e9rWmULUFYSWV157x94U+OyLb9rbArFQO6YIYh0rCFYUrbDGFaKttj64x6YL3rJ12qb6YeHwY86esjcKYqogIqsgPp1w7vUBC7Cfv/h2eyMeyv3r75balEIILWdcdHM46sxNJm5hMXMszo43CyIaa9S2Tz/9zAQpvEkRAh4irsACohXW9kJ0G6YO/vaE9SZarZ56qClA+QgqTA1E5BQFrKYoteF+i5xCNBXOedGrWSYTv3zkFcpzqqAirkbtrpK/IiACIiACIiACIiACIiACIjBYAhKuBstX1rsksP/jTy2Cas/zr5s49B///hR7u99Nd+4Mr7z+jr0xEG8RxP7UM6/Z1EEu1u6jsDBdEFMFr9vyeFh1zTab7vfTI5abLQhPR55+TUAEFkQTCDAQUrAOFiKuIGpRqMFC7VgX62d/XGGLmf+Pf7vYpgtC4Prss8+67N3sFn/v/f3W5x8dtiwccEhjkfm/+94CE62wphjEK1w7+M+rAt6aCG7gQhZ4W6Cf9sc3BVLAQllGT+EahSuKVM3ybsohrkm4mt37Qq2LgAiIgAiIgAiIgAiIgAiIwDATkHA1zKMzhr5BC7rn4WfC9p0vBYhXmJ73v/3j6eHYc661qCsIVk8/+5q9YdALVzumW9MHMXUQUwWxsDqmvF247E6LrvrKgQttTSsIM+dceqsJVhBnuNYSFiZHdBXWtMKbDTFVEFMEUR5T6zCt8BsHXWYRSYjoGrXtrX0fhGMnrzNxCn355kGXmZD3t98+N2BH5BWisH7426UB0WVY1wv8EC0F0QpiHVIIUiZWMfIqe7ugF6HA1ISqaG0sL2Ihz4XZtcbVqN1N8lcEREAEREAEREAEREAEREAE6iEg4aoezmqlCwK7n3/dhCdMbcOUQUxnw1pMWKT9hb1v21RCTCfE2wUhWGHBcUwxg2CFhd3vemB3uPnOJ22RcYgtmA6I9ZywfhOm+mGaH8QYCFUUTpBHWQhXXDAcwg2irzCtDm8TRIpphJhaiOivUdveeOs9E+IgTIEHhCtOFcSbBRFxhR2L10PIwrTBi668K2DKICKt8JZBpIykgniFaCkvRjF6CgzBlteYMuqKxyiDshSuEDWnTQREQAREQAREQARmRmA6TM6fF+bNy9knpmZmPll7KkzMnwzTyWv9ODkdJid6te/r+nw//KpiozEe8yenbFzmTzpKUxPROE2Efo7O9OT8MK8f4zI1Edr8rtLtUS5Ttb/Z+HX/kcr7vDTula7tlfk7NRG6tjks41fWt278HGEOEq66GWiVrYXA/v2fhKtv3h52P/ta+PiTT8NZF2+2aKCDjlxl61ch0uqJSLTC2lb3PfysiVab73rSRC4IKycvuDEc+PsrA6bEYZofFmK/dOXdJsZQXIF4AuEKZSFKIY8yiE7CelAQuxChhDwWcMei76M2TRAD9/qb74U/nLLRIqq+88uGcIW3CjLa6vMHnG+iFacN/pd/PtumR0JsAhMIVrFwBQEKYhUYMvViFKYOogwFK6Z5whUi7bSJgAiIgAiIgAiIQD8JQLwY/ENr3oN4v3oyE8HJ150KE/P6Kw6V9nB6MsxHm0yzClMT88K8eGAghMTnShtIF8C490tsmpqomVm6S7WdrdRfjtX0ZJjwYmQVL3MElOnJiTA52b3IVObv1MT8UNnFXvpTpc89linrWzdmu+LQjeEaykq4qgGymuieACKnIF5he+7FNwNEK0xl+90J602geuzJl2xhdkRZYT0rvEnwtnufCjfe/kS46sZHTWA55a83BqxrhagivCXwp39Ybm8JhMDCaCGKLZhOeOJ5N5j4gmtY6+qXR68JEHgwPRDRVjg+d9EWe+th9z2a/RrPvfSWTZnkGwUhyOENiV/8fmOdKwhYiLwCZ+YhYv3639c2hT5EpdlUQS7Onk0XhFjF9a2QQhTENEzsODbmUR2yx3WUw/RMjKs2ERABERABERABEegnAQlXXrjqJ9lqtizqCWIUhY6A7LwcMRERN30QifoZpRKmwkSfxLRqxGa7VIX+QoR0TKanprqKNkyKMRSMckStfCoV/M2v3HHFxDMXFNhRoNYT/e1bra73uTEJV30GKnP9IfDOex/adMHHphtCxpa7d4Wv/vRiE6Cw5tTULTtMwNr64G6bToj1rDZtfswEkAuX3mlrYmF6H6KIMEUQEVPnXn6bRf9QeGEEEYQqRFdBvIKAgulxeOMgptR9feJSm1KHKYL/fs61Yf31j4RPPv20P52s2QqmN2Kheb5REILc139+qUWiffnHF5nA94Us6griFUQriljo+7rrHjZ+iLrCDm6MoPIiFIQoClmcBkjxipFWKO/roJyEq5pvCDUnAiIgAiIgAmNCoEi46oxA4DTDPPEk73or4soiiXKjmhDxhCmMefb9oGRt2VS3lPhU1Vaqrm+nON/JqGq7sIs+NKJdaKdoPHz5Yq9M/WpMM3QCSrNONoUtN+IKwks8hTCvDoUUixhLRImx0W5sso5P89r3ZZjvpizqdONb1f7m+jAdpqaKlJ+UGOPuUbbPvpalLF82Pt5Oge+5U3Jz62SGs+vJiMEy3/Jss2+VfPd+VIkw6+JznOef92vAeQlXAwYs870TwLSxq2/aHt5598OA9a7wZkG8ERDRUxCUsHYVhBOIHhBSMM0PAhSirDAFDiIMRCtEGGGhdYgmXGQc5bFmE+pjMfZTL7jJIoNwHTbwFkGsA4V28AY+vmkQi8OP6oapgkeciqmCV9j0R4hWWMcKUyiRoq/IIwoL/LCuGKLVsOYVplpiQXtMGQRHiH5YJ4ziFUQonI+nCTLyCikFLZThznNIIVxhzTJtIiACIiACIiACItBPAp1CCR6cJ0xAmpiaDpOTjVWVLDJoHh/4Gg91XhNJXW8JIxCu5of58xhJlFefglXjeqt+e4/b2uJDrxNaGter2TIxqLk+FgUCtM/6rbZht+FTESPWK+5Dy6rPtQQ+f7aVh9BF+62zbTny4ODgoZpsomvGieWySC9b+wzlp6eC6SuldeaH+VgzjW349vJsZg/6FDFiP4r6U1i2G7s9+gaBsai/FjkH8TXjGvsbH7f1FQcJMaYtyilxvcOGO1Hmb1t0XxG/7Nr8iQn7HDfHu+T+MFHQ8TA+2b3SELHb7522z3yRP4bKfRZKyraPCwX2ec3psp5Du7ie/i4wxGV9d+Mw6KyEq0ETlv2eCXy0/5OwZuohi6T65JNPTbxC1M+Rp19jU/jmf3PSRBWILRBhILZwnSYu6P7zI1eaQAVhBUIV9ktWbLUUIhXELizWDgELx2cu3Bx+dcwaW4Qdb9iDaAUbWKj9jvufDp/itYcjuvnF2TFNEEIVhStEs/3TgQstqg157OCK9B9/dKFNJ8Ri7ohmgwjFaDWIVxCsGEGFFCIUyphotakxXRCRbDj2ghXKSbga0ZtJbouACIiACIjACBHAg7TTLvA42Cna4AGtvVAWLZQ9OOI6hYtk3xM2/RSzpH08w1Moc0aTZSk4ZdEzHb7m2DKzri4ioChidUync9cqMypq1/Upy3aORVwmFY3jyhSNAx7sO8bIC2U+n9msVAfrczkfLIqMgkKOzY7xyRHkStt37aJsVbtWrRffUKegv1374PzPsh3TBDlFkEW7Eq5K/PWfwQq+d3wey8an6H4s+wyV+uM+C2Vl867zs+45hOkw3XY/4zPM+5mD0BAYiz9PrmwNWQlXNUBWE70TmN7zqk3Pu/bWHQFCFrbp3a+Ea27eHhYuv8sioxBVhWltti7Td88zoQXRUiedf4MJX4gKQlmIVhcv32o78hcsvaM5RRBCDCKKDjtxg0Vs/eiwZTZVENMSMU0Obzd8e98HvXdkCGq+te8D6y+mQJpwlUVcQZz6yoELTbiCeGX7Ty4yIRBiIHZMJUTkFaK1wA6CE5iBLYQrCH8UpZBSvIJghSgt2zPxygStLO+FK0zD1BpXQ3CjyAUREAEREAERmGMEOsWSzgd6ixJJvoWwISx12oghddo0gSwTGnLrd4hH6YgUHzXVlS1z0wtSefmGIJYFnzXEvUgE6r7dmFGOeOOK5bbR0Q9Xidfy3iRJsadDEGlFpXS8gTK3Dhpz/UjZbIoF3kdXp3m6Qvu+bGW7WaVefOuoA1v03d87TcfcdX8uL+/EGCuSZkD8eVaa5wv99Z+lKr7Hn+G0b3avmIN5NjPvUr41z+XVJetufM+x5QXBZrtNcnSyMXW5A3hZ32M7gz+WcDV4xmphBgQQ4IQF2LHu1Oqph8Jrb75r1nAebxx85oU3bO0liEsQmX57wnpbWB0iCKae4e2AiBLC+lVIEW0FW+ctvq35FkGIL5OX3WrT6P7tiBUBOxZyx2LsmDaIKK8X9r41g14MR1VMuTz9wpsDRDkuOo+IqzLhCqIVpmci8goRbYhAawpWWOdq/X3N9aooWkGQoihl4hUFrGzBdp6DiEWRS8LVcNwn8kIEREAEREAE5hqBTjEkfkDFEkBxVFY7hbLrJlJFQk+vwlW6rdbDafp640G3bRpSswutul4Aw2U/Ras96qILRinxrdm2z7iHcn+6me9ss3kJmaJ2iq5lRtr7V2Ivr46db4kv1W226mSmi/vTLNR0pDnlq/1Swm6zShRFk8uoZaOjP2Yru16hfrtvnUfxvevvv2bp3HaaJZqZQn9tiDMGuTZbfe+4v3LrZM2XXE/51jyXW7flT+WyObY826YtY4I19rhPhKmUqJVjswl+FjISrmYBuprsjsD7H+4PV9243SKiENlz5/1Ph9fefC98/PGnARP3Pvzo4/Dyq/vCA9ufC3c9sDsgOgtiCqYBYsf6Vucvvt0irBBlhWl/Jy+40a5B2IJohcXYf3H0ahNlkOLthRDDIJbteX5017XypMEJAt6PD28IV36Nq2bElYuwgmCFnetdIUV0G8QrvGnQ1rjK1rvCuGCaYEq4ojDFSCtOG6S4xeta48qPlvIiIAIiIAIiIAL9IhA/LCdFprIHtbLrmIpTIFx1PBRnnev0LU9QceJTji9JW9aOq+unCtq1qTA5iXlDrQfmhmuJ/nTdbtbJZlIkXBVdaxjI71+58GjrEEVRJUX2rMXklE03NTJxPc+mFxGII68sr/s0r2zKbp7vpTYS/YEtTp8rre8dTuajMc65n/I+Kx0mS/z193QV39lPtpNXp9r1+PNkKnFzOnKe7dZ4tuqXlU1f95/fli2/zhX74UUtnkvb5NXZSSVczQ53tdolAazPtOWeXSY4nXHRzRY5hTWpEKUztXmHTQmEkAKR6qyLbzExClFVeJNgc1+0JZzy1xttIXacw/RBrGn1x9OutnWtsLbVb45fZyIWIq0gWj397Gtdejq8xT/77DNb7P4nh1/ZWHjeLc4eC1eIrsIO4QopRCukiLzCou1f/P6CcPhJG2yKIERCmzbo1rqigAWxijsEK6xZxmmDEq6G916RZyIgAiIgAiIwlwh0PoT5hzr2NHqozk5PT06GbOn25KLh083FYlI2Ww+MrelWbA9pal2s7HwsgrWttZPyNc8W7BUJVxAmEHUxGUy/arqX6k+37TaNNTMYi86oMPieWOurWSvLpISO6elgy/WkrjkxrvMeyBMIW2OWquPP+XzT1YQfKNfZ5/L2mzaR6cauaSSJCMISG6n+tJ0rqY/7uSGCtnneOmgTmlqcWwWyXFs7rZcnxOXafMsutp3zkURtNhuFUbY1Lgl/EnW8GJYaEywexfsx0knbozoTttv86cb3Dlv4nLYWZYefDV86P9Nos3PdtPT91tb3eDBqOJZwVQNkNdEfAm++/X7YcP0jFjGFaKjj/nKdLax+4nk3WHQUoqhOu/AmE64gXp19yS0WpYUIK7w1EG8hxFQ5iFsQtbAGFt6y94dTNpoIg6grCFYQxvAGQ0RxzbXt7of22Dpe3ztkSfjGQZfZGwSxCHtTuMIaV9maVhSu/FRBnOPbBrEAPthBmELEFd7UCBGLC7ZDmLIpgdkC7RACIVwhpXiFuhS5rrrx0bBjl94qONfuOfVHBERABERABGabQNvDrDnT+QDX8BECCqfQNNLWgy1KdF5vPZymbMYPw3H9aCqXB4WHfO/LxFSYmpxsPBSzD/564g2BLXPFwpVFI8VCGfracS7FoKAPLQdcrvFQ3ZqqBM5VbSTqNn1MXGvaBfdUGyV15k+GyYm8+6G6zfZ7yKGwtaPa7eez6PQ1324vvjXGO7+/8LvYhzbhxXczy7eiffL8axZsCUodogwNl/kLX/2YF/vefDPgPCf4JPrbPj6dNhuLmcdtw+e4z511W+MZ1y8qC9vx9fn21tSGEN1uq/E2wdY9N3/+fJs22GqbfGOb3XxOaaO/qYSr/vKUtQETePe9D8MNtz9hUVQQmfBGQApYyHOHiAVhCqIWriOPxde5ttXRZ03Z2wn/fOYmE72OPedai+ZC5NDt9z4V9r0z2gux5w3DzqdfMXHvu79ebOtc4c2CWOOKi7KbgJUJVz7KilMGkUK4QuQV39wIhhCoIFpBvLIphOvvay7WTgELIhUEq6Zwtan1pkGU2XjT9rBjWsJV3tjpvAiIgAiIgAiIgAiIgAiMD4FY7Bmfns+sp3mi88ysznZtCVezPQJqv2sCH+3/ONy9bY+93Q6CFHaIUxCfEIl1zNlTDTFqsiFYIcoKEViYJohrmBqIlHUhcmHa4KbNj4XnXxr9RdiLgL773kf2VsUf/OaKhnD180st6qptgXYnXHGqIFLmIVpxx5TBv/vegnAUxasN9wdM4YSIhbcNQpBCRBWjqpoRWBSwsrcL4rrWuCoaOV0TAREQAREQAREQAREQAREQgWICnRGmxeVH5aqEq1EZKfnZRuDTTz8LL+x928SOcxdtaQpViLCCIAUxCkIVI64swuqMa0ywwjlcx6LsEFkgWGEtq/0ff9LWxlw9gEh0yLFrS4UrilVMMU2Q0weZ4hqEK0RfQQyEUAXBCpFrXPeKohUirhh9ZQJW9qZBnMfC7livTBFXc/WuU79EQAREQAREQAREQAREQAT6R6B9GiDslk3X7F/b9VuScFU/c7XYZwKPPflSuOO+p038wHRACFeYMog1rbDjGOtWIeoKIhferAexavNdT5r4hUXLx2l75IkXbQH6Aw5ZHP7l4EXhaz+7xKYLpta5omiVSilkIfoKkVd44yDWCYNQhemCFnm14X47hjhF4QqpF64wdRDnFHE1Tneh+ioCIiACIiACIiACIiACItA7gekwPY3plG7NqvY3LPRueghrSrgawkGRS70R2PfOh+GpZ16zBb7vvH932Lx1Olx/2xPhui2Ph5vvfDLc/eCe8MgTL4Rde14NH340HtFVKZKYLnj2pbcETBf81i8WBaxzhQXaU9MFKVhhvSvuFKyQQrRiGURdQcD6/clXWdQVoqiw5hUisJDHDsGK0wcpYEG4wn611rhKDZfOiYAIiIAIiIAIiIAIiIAIiMBYE5BwNdbDr86PK4Fbtk7bmxS/88vL7e2CiLr65yzyigu1x28XtPPZ+lcQqyhg+Tyirj5/wPk2FZFvF/QLtkO8YuQVIrNMvMJbBzdtM+Hq8V17x3VI1G8REAEREAEREAEREAEREAEREIEEAQlXCSg6JQJzncBLr+yzNzN+75Al4ZsHXWbTBSFcIfIqb8ogI64YYeVTiliIwELk1ee+e1746RHLwyUrtlqEFacN2hsHN9xvghVEK+6IxELEFd56qE0EREAEREAEREAEREAEREAEREAESEDCFUkoFYExI3DtrTvCL49eE77zq8ttuiCiroqmDOYJV4zMgpDFMhCv/vbb54bvH7rEBDJEV0G8gnCFRdtxjOgrTBvEDgFr403bw5MSrsbsLlR3RUAEREAEREAEREAEREAERKCYgISrYj66KgJzlsCbb78fTjrvhvCjw5Y11rr6+aU2XTAlXlGcojDlo63iPKKvcA7RV1844Hyzibc4Yq0rTBtctPqexhsH199nAhbFKwlXc/ZWU8dEQAREQAREQAT6QABvDJs3fzJMl9mamggTU2WFiq7jbWXzwvzJqSxNtDg9GebPrJEiB0qvTU20FqSe5xanrsSn1HodBabD5ESFsazsSmPM2lh4LqVj1S9/+mWncsdVcEwISLgak4FWN0UgRWDL3bvCH07ZGL7768YbBilatS3UfuBCi6TyEVWxWMVrEKsoXDHFgu1f+tfGGweXrm+8bfCyVXebeAUxCzvEq6tufFRTBVODpHMiIAIiIAIiIAJjTyD3NffTk2EiepPY1MT8EJ3qjh9EqXkTYYppqnaXwpWJbpmQMjEFkWUizERbm3EfU32q9dxgBR7wLtWq2vqLt9PNbEwa5vplp805HYhAkHClm0AExpjAhx99HC5Yemf4yeFXhgMOaYhXeMtgU7jC2wQhXB240KKoLOLKCVlc24op3zKIlNFZuMY3Dh505Kpw8fKtNk0Q4pWtebX+PhOv1l//SNgx/fIYj4a6LgIiIAIiIAIiIAIJAlMTYX6OEjU9OTEzkSrRnIlMUD2mJsK8PPWjW+FquhW11Q/RqR82El2v8dSwCVc1dl1NiUAPBCRc9QBNVURgLhGY3vNqOOn8G2w9Krxl8OvZlEEs0m4LtVO8Qsp8JmQh0oqilc/znE8RdfW575xn0xLPXLjZxCtOHUQklglXuyRczaV7S30RAREQAREQgeEhgEgQTC/rIqrEIo7m5Ys3EHbmYUpdS5Sp1t8ufcltp6L4kdXvFKFSfiAaqhGxVSgOJYWrlL0WEUZdpXkV121ZaeQKfWsW5vS5/DFP2WlMQ0xHrRX3AVof7rF03RAyf2y6Z2rsivzltXmVIqnyI65oJ59JE19hpjs7MecyjoVN6+JYEpBwNZbDrk6LQDuBW7Y+GQ49bl344W+Xtq13hcgrRlw1RSuKVxSyXMophF6w4vRBpNghXiECC1MU+bbBS1feHVZt2qaIq/Zh0ZEIiIAIiIAIiEAfCDTEBD6oQyBhPm28uX4S15OKI54iIcgewrPIpKRgYOUbbXblSySc+XYsGgqi2cREmA9BLvMV9ptBUlF9q+PKtUS8ciYdpCLhqiFEkEBBX24AACAASURBVGtDhGoJVO3HVpZsQwjFdTtathOxEBKXatikgNRov8klTIWJiQkTMm3a4iQmLU6HyclJW9OrUa4hzLTVcSJlex/K6rKPmT8clw4GOf5aeV7LxLGWY3HX7Rj+xUWKmbSEtPa+hUbk3bzWfVXVTkhyLr4Xkp3RSREIQVMFdReIgAg0CFx51f3h4D+vsvWuvvWLRRZ5hTWvsJt4lQlUFKc4FdCnvBZHX1G0+ocfXmARWlj36nPfPS/88LdXhHMuvdWir7DW1cOPv6DhEAEREAEREAEREIE+EpgObpaa2Z2aoMCSagYP1tF1L9JAhIoVAYukyep0LIwOkYSrOXXhC9pxwkbD06kw4c51ijeuLfjsyrb3tAs/2iu2jjwTn2+VCJ3+tS42pzj2UBdWmuKiX4CcwlLSJoQojmtijG0MW+JQw1PHs+V6M9fsQ1ndPH+4OHve9czflAjVdCIn01GnpA0T7ugPbDbXTmu/53C+c1F+z7YlgJlwFX+WEv62OCYu6pQIZAQUcaVbQQREwAi89/5H4dIVd4eJP6209a4gXn3joMuabxq0aYPRFEEIVBSuvGgV5xGBRTEL4hWELE4dxPFhJ24ImC64Q1MFdTeKgAiIgAiIgAgMjEAj2qNTeHINdghPjYiThvbkH8pdnQLhKl8kK/KF07ASb85rimCRoAB3mr7n+el9Zr7ID5ZJpE7A6BBJWDyOVMvO+4idbuu2TMciE68wuinBrjmFL8EOY+iFGzOXKtdox/ehQ/SJ6zbHpeWjr9OwVeKvi3jyVvLyMdfyNjr7397HRkvd2cnnR79TbfCaUhHwBCRceRrKi8CYE3jjrffCeYtvCz89YnlzsfZ/OXhRwILtiLyieAWxitMBKVLxmCIVzyNleQpWEK2wQ7RC5NXffOtcm6Z4y9Zu14gY8wFT90VABERABERABAoJtEfmTISppIjQMpESmprncoSYxpSoLKrK2cdDeVNn6ogSKvAlt52WnxCpWlPxGufL/WQ5L5IU+OGa68h2JVy1C3Hwm1E2MaNmO4n+Na8Zy2LhynP39Rr5lKDSKdzYuDaj1vL74EWoVlutNtJ9bLWXvt6yxJy/l4v71xDvfJnyNlr+sL3GdFRGqTXOdmenxaBp00Te1v3n74VWGeVEoJOAhKtOJjojAmNN4OVX94ULl94Z8AbA7x+6JHz7l4vCNw+6zMSrf/7ZJS0B6ycXNd80CHEKohTFKy9aIR+LWTjGOlfxvvLqB8eavTovAiIgAiIgAiLQPwJt6z1lZpviTrKZxNSwCgINRRgzySlWTJvtttYIYtN5vpSLAwiuioWblu9F9btnQm+j1HFJiWgoTT+YegtN/3MEqlSdZH1/kvkcm7zcLkjxbEK4wRpNmXCV8qfZh7JoraQ/rr3kdfqVTlttp693+FvahvMHJpvj22JgLXVlJ6rr7gnvdVlffFnlx5eAhKvxHXv1XARyCbzx9vvh0lV3h18ds6b5tkETr35+afOtg1i4vfnmwWwKISOrYgEL52MBi+IVoq7+7nsLTPhadc22XJ90QQREQAREQAREQASqE0g/NHc7TbBNAEg8tON6W+STCVZT0bSzLn1JtNMW1WWLXnPdrIyIi/RKCknT02HaCTHkCP9zmUxNhagVVnPCBk75NY5YpLWOVBtDu4xrFN6K69JanBaLHSmbcHky60/neHQfNRX1oXCaYaK9tjXMiv2djhdps4iz9kiomE8n8+I22vsflW27H6NrWcMttl4A6+x3p1+eox+juEc6HncCEq7G/Q5Q/0Ugh8D+jz8JV9+8PRx5+jW2iPr3DmlEX2Ha4Nd/fmlz7SsIWP7tg3G0FUQrClcUr7jOFSKuvnDA+eFvv32uRWWtvfbhHG90WgREQAREQAREQAS6I+CnVs3Dwt3z5wdLJ1NLE6QeyFviS6NllGlNc0rban8Qp8fd+9LeTusNgFk0TLYoeUM0i33v9JMLvXfjR6fIAGGhwXBeU3hq9tDe0gcmjd0LK7E/E2HS7FC8AjPWQ+rr0n57WixcoWxsc54TGDsFlXbhhm35ckV98GJNqm77mBmfiakwNTkZWndigb8Qudr4dEbvsVWmqbErZsI+NPzw0wxh0+6b5skCX9uizzy/pmfRZ6j9XigfV9pROm4EJFyN24irvyLQJYH7Hnk2nHXJ5vBvR6wI3/nV5QEClq17heiriUvD1352iYlYPgKruRZWFonFaYR4OyEjrSBYcc0r5ldPPdSldyouAiIgAiIgAiIgAiIwCAJtUyAH0YBsioAIiEBFAhKuKoJSMREYZwLvvvdRWDP1UDj1gpvCjw9fZuLVd355eXP9K7x90ItYWAsLO6OxkHJxdwhXiLji+lZf/P4Cy+O8hKtxvsvUdxEQAREQAREQAREQAREQARHoJCDhqpOJzoiACOQQ2PvqvrDi6gfCMWdPhd+esN7Wv/rurxdbJNa3frEoYIeIhfWwkPdiFqKwMFWQohVS7BCusMYVrq25VhFXOeh1WgREQAREQAREQAREQAREQATGkoCEq7EcdnVaBGZG4LmX3go33rEznHXxLSZi/fSI5eEnh19p0Vg/+M0VFokF0QpRV1ywnWtfIbLqS//aEK0QdQXRCgIWph9uvPHRmTmm2iIgAiIgAiIgAiIgAiIgAiIgAnOKgISrOTWc6owI1Evg3fc/Cs+/9FZYvPZeW8QdAhYisBBxhbWv/KLsyHOtK4hYmD4IYQsRWlg762d/XBFuvP2Jejug1kRABERABERABERABERABERABIaagISroR4eOScCo0HgocdeCBcv3xrOvHhzOHbyunDocevCT/+wPEDIQooF3bEjGuuHv73CIrMO/P2VjTIo94fl4VfHrAk33/nkaHRYXoqACIiACIiACIiACIiACIiACNRCQMJVLZjViAjMbQKPPvFiWLbhfhOvFiy5PZy5cHM46sxNFoV15OnXhMNP2mBrYh1y7NqAHcIW0oOPWh0OOnJV+PmRK+1YwtXcvk/UOxEQAREQAREQAREQAREQARHoloCEq26JqbwIiEAHgRf3vh2uvXWHTRm86Mq7woXL7gxnX3JLOP7c6y0CC4u5Q8A64tSN4fcnXxX+cMpG2yFg/fLoNRZtBXFr813THbZ1QgREQAREQAREQAREQAREQAREYHwJSLga37FXz0WgbwTefPv9cMd9T4cVVz8Ylqy9N1y26u6wcPld4ZxLbw0nnX9DOHnBjeGEc6+3hdwRiXX0WVMWkfXH064Oh524Ifzm+HUB+S337OqbTzIkAiIgAiIgAv0m8Mwzz4R58+Yl9+XLl/e7OdkTAREQAREQAREIIUi40m0gAiIwYwLvf7A/PPDoc2HVpm1hpROvsO4VIq9OveCmcNqFN5mIddxfrgvYsRbWv59zbfjzmZssCuvIM64Jt0m4mvFYyIAIiIAIiMDgCJx55plJ0QrntYmACIiACIiACAyGgISrwXCVVREYKwKfffZZ2PbYc+G6LY+HVddss/Wulq6/zyKvLlzamDaIda9O+Wsj8opRWEghYiEKC0LW7fc+NVbc1FkREAEREIHRIZAXbXXQQQeNTifkqQiIgAiIgAiMIAEJVyM4aHJZBIaRwBNP7bW3Aq699uGmeLV47b1h0ep7Ata9+stlW2zRdkRfYeogIrCQnnheQ7yCqLX1wT3D2DX5JAIiIAIiIAIhFW311a9+Nezdu1d0REAEREAEREAEBkhAwtUA4cq0CIwTgedeesvWqFp//SMB4hWmDC7dcH+4fM09Jl5hwXaIV2ddfIuJVmdcdHM4/cKbm+tf4fiebc+MEzL1VQREQAREYEQI5EVb7dy5c0R6IDdFQAREQAREYHQJSLga3bGT5yIwVATee/+jcNs9T4WNN20Pa6YeCqunHjLx6op199nbBhF5hQXbz1t8W4BIBQEL619RvMLxvQ9LuBqqQZUzIiACIiACRiAVbbV161bREQEREAEREAERqIGAhKsaIKsJERgXAvc/8my45ubHAqKu1l33sC3WfuVVDwSIV9gRfQXx6tzLbzPRavKyWy3FtMFzF20J9z/67LigUj9FQAREQARGhEAq2kpvEByRwZObIiACIiACc4KAhKs5MYzqhAgMB4Hdz70eNt/1pEVdQbhi1NXyjQ/Ygu0Qr5asvTdcsmKrCVUQq7Bj4fYFS24PD25/bjg6Ii9EQAREQAREICMQR1sdddRRYiMCIiACIiACIlAjAQlXNcJWUyIw1wm8/c4HYdtjz4erb9oeNtzwqE0ZxFpXK65+MEC8wppXXPfq4uVbwwVL7wjnL77d1r7CAu4P7XhhriNS/0RABERABERABERABERABERABLogIOGqC1gqKgIiUEzgw48+Do/v2humbtnRnDKIqKtV12yz9a4gYC2DeLW+MW0QkVcXLr3TxCsIWQ8/LuGqmLCuikA7AUxhwpQlRIDMmzevueMY5x966KH2CjUfDbt/NeMY2uY0TvlDIzb5bOq8onGok7baEgEREIHhIyDhavjGRB6JwEgTePLpV8Id9z1t4tVVNz5q612ZeLVpmwlYEK+47hXWvDLxatmd4bJVd4dHJFzN6th74aNqvsjhlI2i8qlrsQ1M2SnbYhEHNga5xT6mjvstJL311lshnr6UahfnDjrooLB3795BIuiwXYd/qf52OOJOpMp3e86ZK8yCd2wbTKpsGK+4btn44aE+rgM7ZVsd41TmQ971uD91f/brYBP3MXXcj++OlN087jxfVx22l5fWMQ55beu8CIiACIjA8BAY7K/54emnPBEBEaiJAKYLbrl7V7huy+MWdQXxCutdrb22seYVoq985BXeNgjxCmtfbd/5Uk1eqpkUgdSDStm5lB2eS9XltSpp6uH/q1/9amnVVLtlD/6lRgsKpNorOgdBYefOnQUWiy/hQQ4citqIr6H8IBl4j+vyL+4jjou2VPluzxXZ99cQ6RbbrjrmCxcu7Lpuqj3YKdrqGqciH/KuzfZnvy428T1Sdtzrd0fKbh57nq+rDttLpXWNQ6ptnRMBERABERguAsW/8obLV3kjAiIwAgQ+/fQzW+fq+tseD5tu2WHrXfEtg7F4hcirxWvvtWgrrH21Y/rlEejh3HUx9aBSdq6IRqpuUfn4WiqKBDaLttQDL+rA1qC2VD+rnOv1rWRVI61iH6pE4PSDUV3+xf3DcdGWKt/tuSL7/hrGNrZ98803+yK5eZTrtm4vdeoap9yOFlyY7c9+XWzica563O13R8puAX67VFedIj/qGociH3RNBERABERgOAgU/8obDh/lhQiIwIgReP7lt8KD258PmzY/ZuLVxmyxdghYEK/WZOteccF2TBnE2ldYH0vb7BFIPaiUnSvyNlW3qHx8LRVFAptFIhSiWlLtDnKtp1R7Vc91+wCa90CP6BpEJ2BDmoragU+D5IC26/QvxTi+h/xxqny357y9onxquioewqtsKYZl0VOpB/yiz0mqDbAYlvtoNj/7dbLp9v7z5bv57vD1mC+7F1nOp4Ook2ezznHI80HnRUAEREAEhoeAhKvhGQt5IgJzhgAWaX/kiRfDzXc+aVMGEXkF8QrCFaOvVm1qTRlE1BWir3Y+/cqcYTCKHfEPKMzPpB+04dNu7KWiSGBr69atuWby6uD8oDbfP+bZFkQkiGmpCByW7UZMStnJEzVS4lVeWfo707RO/8jPp7347+sz34sdX4d24tSXKcrH9SCEFW2IpovrFJWvc5yK/Mi7lvc5ruOzXyebeMxwzK2f3x1F7bC9OK2rTtwuj+scB7apVAREQAREYHgJtP5CDq+P8kwERGAECTz97Ovhrgd2hxtue8IWar/21sa0wQ03NNa8sqirTduaC7Uj+krC1ewOdC8PKkUez9Texo0bOx7GYRPn87aUWFNWJ89W1fNV+4lpjCmBocq6XfQltbYVI61YhinOx7510xbtdJPW6V/cNxz3svXLDtvOixRBO1XXGUvdJ7SfSuM+lE0LrXOcUv6WnZvNz36dbOJxw3Fqm+l3R9V2fNt11fFt+nyd4+DbVV4EREAERGA4CaT/Qg6nr/JKBERghAh8tP+TsPXB3WHzXY2oKwhXmDp4dRZ5hQXb8bZBLNS+dP19lkq4mt0B7uVBpcjjmdpLTX+CzaIpV6kpWmV1ivpQ5Vo3/cQDaOqBrErUFerGbZVF4qQYVhVPqvTdl6nbv5gFjnvZ+mWHbedFC6Gdoogh1keaEmDzxi0llCFaJW+re5zy/Cg6n7pvwW/Qn/262XRz78G3Xr87ummH41JXHbbn07rHwbetvAiIgAiIwHAS6O1X3nD2RV6JgAgMGYHdz70e7n34mXDj7U/YWlcQrq65+bHmtMGmcLXh/oC3DU7v1lTB2RzCXh5Uivydqb28h1c8vOVtqTZxruiBN89W1fOpNovqpoSNKlP4Uut3FUWfwYdU5EoVkazI/7xrdfvXLfc8v/tlh/ZTohPbKBKUWB9p6h4B39QGMYz2mRYJZHWPU8rnsnOz9dmvmw3Hy6dFbFL3RZXvDm+f+aJ2cI3lfDqIOimbdY9DygedEwEREAERGC4CEq6GazzkjQjMKQJv7fsgPLrzRZsueN2WxwOiriBcIeoKUwYxXXDl1Q8GTBNEftczr86p/o9aZ/wDCvMz6QNt+LQbe75enE/ZSU2N8/VSdfpxzrfBfJHdPD+L6uBa6qG1SKDIqwM7g9jq9o+sfdpLv3x95nuxwzqpaX60WxYhRxupKKq8cUuJk6ift9U9Tnl+FJ0nr1Saqpf3mWL9VJ3UubrZ0D+fpvziubx+8npe6u0zn1eW51nOp7yWl/qyzOeVLTpf9zgU+aJrIiACIiACw0FAwtVwjIO8EIE5SeCzz0LY+dTecMd9T5t4ZdMFb2msdYXF2jFdEIu0Q7zCou1PPfPanOQwKp3ig4ZPZ+K7t8N8N/ZYJ5WmHsxTD/u+bjdtd1PWt8F8Wf3UlMZUn7yd1GLFZXVSTKpEaPh2q+br9o+sfVrVV1/O12feX+8mnycs0C7Sqpuvg3zeuKWik4raqHucinzJuxb33R+n7vnUfe7r5LUTn6+bjfeR+din+LiX7w7a9mlsNz72ZZmPy8THLOfTuEyV47rHoYpPKiMCIiACIjC7BKr/gppdP9W6CIjAiBLY9+6H4b5Hng3X3/a4rXEVv2EQ0wUxTRARWE8/K+FqNofZP2wwPxN/aMOnVe2VCQCp6W6p/9L7tmFzEJtvg/mydlJRMmXRUymBIvUQ79tOPdAPatpk3f6RtU9936vmfX3mq9aNy8VTnDCtNV6XqGzMaDOO3MqL1qLPTPPK0W7d48R2q6az+dmvmw3HzKdlnHr57vD2mS9rh+V8Oog6KZt1j0PKB50TAREQAREYLgISroZrPOSNCMxJAs88/0Z4YPtzjXWubtkRrrrxUYuwQpSVvV3wmm12bs9zr8/J/o9Kp/wDCvMz8Z02fFrVXkpw8XYgUsVb6r/0vk5VwSC2W3bs22C+rE5qXSI8kBZtqYe5MjEuxRF2BrHV7R9Z+7SXfvn6zPdiB3Vi8RRMYi6pezfVXmqtrLhcSuTB56Boi/1Bn4fpPkrdsxwXpCl+/frs183G94v5orHDtV6+O2jbp2Xt+LLMD6JOymbd45DyQedEQAREQASGi4CEq+EaD3kjAnOSwMcffxoeefzFcOMdOy3qygtXnC6Ita+eeeGNOdn/UekUH058OhPfvR3mq9qLI1dYnykebOIt9bDD8khhcxCbb4P5snZSD+epPnk7qSlC/npenj4xRSTPILa6/WN/fNpLv3x95nuxgzrxPQiRJRaz8qb8xW3G9eAb3rbmt9R9VBa5V/c4eX+r5Gfzs183G95vPi1jlBrzsu8Ob5/5snZYzqeDqJOyWfc4pHzQOREQAREQgeEiIOFquMZD3ojAnCXw9jsfhIcff8GiriBSIdoKO4Srtdc+HKZu2RGeeeHNOdv/UeiYf0BhfiZ+04ZPq9pLPbT7h5mU+OLbiadZ4RpsDmLz7TJf1k5dD5/wgz75tMy/Xq57+8xXscOyPh1kvdi2b5f5uEzVY9Zniimt2HmMtOitmL6d1D2Cc35LfU5iccuXR977wnxcJnXMsj5NlZvpuVSf6vrs+74xX6U/LOvTQdVL3RdzTbjyHJkfFM8qdlVGBERABERg9glIuJr9MZAHIjA2BBBRdfe2PSZeUbiCaIXpgli4XRFXs3sr8AHBpzPxyNthvqq91MNrPB3I24qnTMVl0f4wCVfwnUyYlgkaLOdTzyAv78szn1d2Judp26dV7PnyzA+yXmybbfo0LlPlGIKRt4E8RIbU+bKpeWwvthffw6n7nHXz0tgmjqtsvdarYtuXmc3Pfq99nO16g/ju6KVPvdTxY898r3Z6rcd2lYqACIiACAwvgWq/VobXf3kmAiIwQgQ++HB/2Pn0K/aGwatv2t6MuoJwhUXb9766b4R6M/dc7feP/pnYi6dcwVYcaeCjT1LX4vbLohJ6HdG4HRxX2bqt1215+tBrPdavmvbaTt314v702n5sJ46sgl1ucRuplwuwrE/jyEEIVX7zkUhoo8o9Hvvi/fS243yv9WI7Zcez+dnvtY/DXq8X/+qqk7ofemkbdnqtl/JB50RABERABIaLQOtX1XD5JW9EQATmKIG39n1gC7Vft+VxE64YcYXpg7imbfYIpH70F50r8zRVt6wOr6ceXnHN2/QP/3GURlwW9ao81LP9blLvE/NV6rOsT4vq+XLMF5XnNZb1Ka/1M/X2ma9in2V9Osh6sW3fLvNxmSrHcfSTn84aC0xlC/GzvXiB9vgepr9Mq9hlWZ+yvaLUl2e+qHyv12bzs89++bRKP3x55oepHn3yaZl/vizzg6iTssn2fJoqF5/z5ZmPy+hYBERABERgNAlIuBrNcZPXIjDSBCBQbblnV9hww6O2xtWqa7ZZxNXzL7010v0adef5Q79qWtbflJ2yOryOqS++Ph78sfnzftqUFw04bSYWC3iebfQr9X4yX8U2y/q0qJ4vx3xReV5jWZ/yWj9Tb5/5KvZZ1qeDrBfb9u0yH5epchzfb34Rdn9/oo1YgMqzHwuyqMstNQXRi7ksF6fso0/jMqljX575VLmZnvOfcbRT52ef/fJplf748swPUz365NMy/3xZ5gdRJ2WT7fk0VS4+58szH5fRsQiIgAiIwGgSaP0CGk3/5bUIiMCIEnhy9yvhtnufaghXm7bZ2wZffePdEe3N3HCbP/SrpmW9Ttkpq8PrcV0+6PtoDC8M+POpsrRH+/1MadunVez78swX1WMZnxaV5zVfnnle62dK2z6tYt+XZ36Q9WLbbNOncZkqx74+8l5YLRKgimzHU2Bhl+tjpd6+V7YwO9qK/cRxla3XelVs+zJxO6nP86A++3Hbg2ZTV3u9tFNXHT/2zPfSNur2Wo/tKhUBERABERheAtV+rQyv//JMBERgRAl88ulnYefuV8JNd+60xdk3bX4sPPui3io4m8OZ+tFfdK7M11Tdsjq8HtflwyumQvEaIzFQh+eQUjDwYhav034/U9r2aRX7vjzzRfVYxqdF5XnNl2ee1/qZ0rZPq9j35ZkfZL3YNtv0aVym7DglMEFY4pa6jnNVNu8X8qwXi2FVIwpjeziusvVar4ptXyZup87Pftz2oNnU1V4v7dRVx4898720jbq91mO7SkVABERABIaXQLVfK8PrvzwTAREYYQL7938Stu14IWC9KyzW/pyEq1kdzX7/6O/VXuohn2JUvAA2gMVvFOR0qfjBHv7wob+foHvtZ7f1ui3PPvZaj/Wrpr22U3e9uD+9tu/tpO61OPopbmfr1q3eRG4+XqCdn4Wy9a/yDMZ+4LjK1mu9KrZZZrY/+732cdjr9eJfXXU49j7tpW3U77Web1t5ERABERCB4SRQ7dfKcPour0RABOYAAROvHnvepg3uef6NOdCj0e1Cv3/092qv6OE1vgZxID6HY2wpMYHX+jlKvfaz23rdlmcfe63H+lXTXtupu17cn17b93ZiEQk24y1euyl+Q2BcnsexbdbLE7RYLy/ttb+91svzI3U+/iyjTQp18bVBfPZ77eOw1+vFv7rqpO6DXtqGnV7rpXzQOREQAREQgeEi0PnLarj8kzciIAJjQODDjz4Ojz7xUnj+JU0VnM3h7veP/l7tpQQnH53i7WI6VlyeDFHHl0WeD8Es0480bgPHZVscJYY6/i10qfq9tAM7vdZL+VB0rtd26q4X96HX9r2dWETy01hZLp66WjberBff35w6F/vtpyaybiqN6+G4ytZrvSq2WSbuK9qs87Pfax/rrFfXd0cvfeqlDsfep73a6bWeb1t5ERABERCB4SRQ7dfKcPour0RABOYQgY8//jRg3Stts0eg3z/6e7WXenj1kVJeJEBZv+6VFwPiCA34g/L93nrpZ8o3ChJ5/sURO2iXC3Xn1cH52D/PqKhet9fq9i/uF4572WZqJyUkMCrK++PvU7bpr+flU/dK6lyVewFt1D1Oef1KnZ/tz37dbHgf+DTFxZ9LjX3Zd4e3z7y3mcqznE9T5fw5X5Z5f71qvu5xqOqXyomACIiACMwegd5+5c2ev2pZBERABERgQAT4oOHTmTTl7TBfxV48NQp18bDGzUeuoGx8zHKpBzyU7/fGvvm0rI2Ub2UPn76fbMtzyWuTZZmWtZNnp+x83f6xPz4t8zF13ddnPlUu71zq7X4pgTRenw1t9RolFQs8eNCvutU9TlX9QrnZ/uzXzYb3m0/LePXy3eHtM1/WDsv5dBB1UjbrHoeUDzonAiIgAiIwXAQkXA3XeMgbERABEZg1Av4BhfmZOEMbPq1iL/XQ4uv5h3ZMyfL/nY8FA9828rDd7y1uA8dlm+8D68e+xzZSXMqEq14ecuN2qx7X7R+5+bSqr76cr8+8v16WT41lalxSY1E25mzbRxnCx5h1N4JsXBf2Uv6ySGwqMwAADadJREFUbaQp32Gn31vKN9+GZz2Iz36q/UGy4f3mU9/fVN4zYL2y+4jlfJqy7c/5ssz766k8y/k0Va7sXN3jUOaProuACIiACMw+gfJf17PvozwQAREQARGogYB/2GB+Js3Shk+r2Isf0lHfb6nIFbYRR7DwPNNBTJOjbZ96f1N5TCXz5ZH3a/mk6qQe5uL+xvXqEhzQbt3+xfxw3Ms2Uzupfqdsps6hbpUtFYnk7ZUJF76NlL/Dch/N9me/bjZ+DJn3Y5XK9/LdQds+Tdn253xZ5v31VJ7lfJoqV3au7nEo80fXRUAEREAEZp9Ab7/yZt9veSACIiACItBnAv5hg/mZNEEbPq1iz5dn3tdLiTEshzeN+Y3nfeqv9yPvbTNfZjf1gF4W2dFLpEVK5OtG5Cjrh79et39k7VPvT9W8r8981booxzq9pFWn+KXY+vbK7h3fn5StsnuirvvI94l57/ugP/t1s2Effer7m8r38t3h7TOfsu3PsZxP/fVU3pdlPlWu7Fzd41Dmj66LgAiIgAjMPgEJV7M/BvJABERABIaCAB80fDoTx7wd5qvYY1mmqagUXovT2H7qP/dxmZkexz7guGiDuNZtHdhLPcylFgH3bafq4NwgtlRbg/SvF4apfs/ETt5YpmzmnYvF1pSPRYIN7Haz1T1O3fgWM6r7s183m7i/ZWOZd7+VMU61U7aYf6pOL+2U1Uldr3scUj7onAiIgAiIwHAR6O7XznD5Lm9EQAREQAT6SKCXB5Wi5nuxl3pATz28pqIOUuVSwlU30SlF/eO1bvuZmuqT8p32mabYYJ2foq2O/rP9uv3rljv9jNOZ2ElFIqXsFZ2DjSpbng18FrrZ6h6nqr6l/Ep9Lgb52U/5MMjPWGpMi3j1+t2Ragd9zdtSHGCjbEu1U1YndT3V/iDHIeWDzomACIiACAwXgfK/QsPlr7wRAREQAREYEIF+PXTQvV7spR5YUgtPpwSZVHRPam2gogc2+t5N2k0/U/1D/ZmIF0WRE9341k2f88qm2huUf6m28vwqOj8TOykhoWi9qNT4b9y4sci95rWUYAPfU5+PZqWcTKrPgxqnHBc6TqfYpPo26M9+nWxSbXWAyU6k+KB+le+OFLOiNfVSgmxKRIx97aY/cd34OGVrtu/R2Ecdi4AIiIAI1EdAwlV9rNWSCIiACAw1gdSDwkwc7sUeHqbiepg2Em+pqSRVyxU9sMXtVDmO/cVxasODp38DIutVXecINlNCXOrhvtuyKX97OVenf+Tn01589vWZr2oHUSCsw7To4RrXWI5pWSQJfUmxhY3Ufc86eWnK1mzfR8Py2a+TDe8Bn6bGbKbfHRBHfRvIF0XqpYSuKgJr3AaOe93qHIdefVQ9ERABERCB+gj0/helPh/VkgiIgAiIQA0E+vnQAXd7sVdVkEpFBODhLt6q2ovrdXNc1E+sSQNfUw9hrNeN8IBoHtbzKSJ/KJggzWuvSnRGN32Py9bpn+8/87E/VY5Z16dV6qGMr8N8Wd2UeFlWB9dT9zLaTN33ZfbqHKcyX3g91b/UZ2PQn/062fCe8Sl59PO7IyWYok18T/g11lAuFUWIsr4cfYxT3w/m4zJVj+sch6o+qZwIiIAIiMDsEZBwNXvs1bIIiIAIDBUBPmj4dCYOejvMl9lLPTThASbe8BBFm0zjMjhOPfygjX5ubL+XtGq0jfc3FQ1Rpe0qU318O73m6/Iv1edefO7VDgSjuG4Vxik+VcSnVHtov9ct5Ufcn9RxlT724tMwffbrYpPiW/Vct98dKb5V26o65lXt+XJF90pd41Dkg66JgAiIgAgMB4Hef/EMh//yQgREQAREoE8E/MME8zMxTRs+LbOXelDJe6j3dvOm26Ue9qs+hJX5yuvej27y3T54sj2IdqmonaK2UZ4RWbQzqLQu/1L97aVPvdpJRQhVmU6VmraViixK9SX2tdd7CLbrGqdUP1LnhumzXxebeDyrHvc67qhXtQ2W6+a7g3W6SVP3As/VNQ5sT6kIiIAIiMDwEpBwNbxjI89EQAREoFYCqYeNmTjQi73Ug1WecOXL5olRKeGq14e+PBapfhadw4NgVaEir0080OUt1h23jf6ifJ1bHf7F/cRxL1uvdlLTMausn5aa6gZbVbZ4zGcaPVjHOFXpF8r4zzPHZDY/+3WwYT+rpv347kgJp3nt43u1G8E7z07R+bL7o45xKPNB10VABERABGafQG+/8mbfb3kgAiIgAiLQZwKph4uZNNGLvW7qeOGgKNKlG5u99DdlPz6HB0CIDKlpj720yTpcPysWNHA8iPbYbtV0kP7FjHHcy9arnZg57OQJLd6vlJgKW1U2f8+jvSpCWRW7gxynKu2jTDfj4DkM+rM/SDapPsfnBvHdATEK9w5sQwzzbUJA7PW7w9upmq96fwxyHKr6oHIiIAIiIAKzR6C3X3mz569aFgEREAEREAEREAEREAEREAEREAEREAERGBMCEq7GZKDVTREQAREQAREQAREQAREQAREQAREQAREYNQISrkZtxOSvCIiACIiACIiACIiACIiACIiACIiACIwJAQlXYzLQ6qYIiIAIiIAIiIAIiIAIiIAIiIAIiIAIjBoBCVejNmLyVwREQAREQAREQAREQAREQAREQAREQATGhICEqzEZaHVTBERABERABERABERABERABERABERABEaNgISrURsx+SsCIiACIiACIiACIiACIiACIiACIiACY0JAwtWYDLS6KQIiIAIiIAIiIAIiIAIiIAIiIAIiIAKjRkDC1aiNmPwVAREQAREQAREQAREQAREQAREQAREQgTEhIOFqTAZa3RQBERABERABERABERABERABERABERCBUSMg4WrURkz+ioAIiIAIiIAIiIAIiIAIiIAIiIAIiMCYEJBwNSYDrW6KgAiIgAiIgAiIgAiIgAiIgAiIgAiIwKgRkHA1aiMmf0VABERABERABERABERABERABERABERgTAhIuBqTgVY3RUAEREAEREAEREAEREAEREAEREAERGDUCEi4GrURk78iIAIiIAIiIAIiIAIiIAIiIAIiIAIiMCYEJFyNyUCrmyIgAiIgAiIgAiIgAiIgAiIgAiIgAiIwagQkXI3aiMlfERABERABERABERABERABERABERABERgTAhKuxmSg1U0REAEREAEREAEREAEREAEREAEREAERGDUCEq5GbcTkrwiIgAiIgAiIgAiIgAiIgAiIgAiIgAiMCQEJV2My0OqmCIiACIiACIiACIiACIiACIiACIiACIwaAQlXozZi8lcEREAEREAEREAEREAEREAEREAEREAExoSAhKsxGWh1UwREQAREQAREQAREQAREQAREQAREQARGjYCEq1EbMfkrAiIgAiIgAiIgAiIgAiIgAiIgAiIgAmNCQMLVmAy0uikCIiACIiACIiACIiACIiACIiACIiACo0ZAwtWojZj8FQEREAEREAEREAEREAEREAEREAEREIExISDhakwGWt0UAREQAREQAREQAREQAREQAREQAREQgVEjIOFq1EZM/oqACIiACIiACIiACIiACIiACIiACIjAmBCQcDUmA61uioAIiIAIiIAIiIAIiIAIiIAIiIAIiMCoEZBwNWojJn9FQAREQAREQAREQAREQAREQAREQAREYEwISLgak4FWN0VABERABERABERABERABERABERABERg1AhIuBq1EZO/IiACIiACIiACIiACIiACIiACIiACIjAmBCRcjclAq5siIAIiIAIiIAIiIAIiIAIiIAIiIAIiMGoEJFyN2ojJXxEQAREQAREQAREQAREQAREQAREQAREYEwISrsZkoNVNERABERABERABERABERABERABERABERg1AhKuRm3E5K8IiIAIiIAIiIAIiIAIiIAIiIAIiIAIjAkBCVdjMtDqpgiIgAiIgAiIgAiIgAiIgAiIgAiIgAiMGgEJV6M2YvJXBERABERABERABERABERABERABERABMaEgISrMRlodVMEREAEREAEREAEREAEREAEREAEREAERo2AhKtRGzH5KwIiIAIiIAIiIAIiIAIiIAIiIAIiIAJjQkDC1ZgMtLopAiIgAiIgAiIgAiIgAiIgAiIgAiIgAqNGQMLVqI2Y/BUBERABERABERABERABERABERABERCBMSEg4WpMBlrdFAEREAEREAEREAEREAEREAEREAEREIFRIyDhatRGTP6KgAiIgAiIgAiIgAiIgAiIgAiIgAiIwJgQkHA1JgOtboqACIiACIiACIiACIiACIiACIiACIjAqBGQcDVqIyZ/RUAEREAEREAEREAEREAEREAEREAERGBMCEi4GpOBVjdFQAREQAREQAREQAREQAREQAREQAREYNQISLgatRGTvyIgAiIgAiIgAiIgAiIgAiIgAiIgAiIwJgQkXI3JQKubIiACIiACIiACIiACIiACIiACIiACIjBqBCRcjdqIyV8REAEREAEREAEREAEREAEREAEREAERGBMCEq7GZKDVTREQAREQAREQAREQAREQAREQAREQAREYNQISrkZtxOSvCIiACIiACIiACIiACIiACIiACIiACIwJAQlXYzLQ6qYIiIAIiIAIiIAIiIAIiIAIiIAIiIAIjBqB/x/soKw/YV2zlwAAAABJRU5ErkJggg==)" ] } ] }