{ "cells": [ { "cell_type": "markdown", "id": "introduction", "metadata": {}, "source": [ "# Partial Coherence in Wave Optics\n", "\n", "This tutorial covers partial coherence modeling in Janssen, demonstrating both spatial and temporal coherence effects and their differentiable implementation.\n", "\n", "## Overview\n", "\n", "Real optical sources are never perfectly coherent:\n", "- **LEDs** have broad spectra and extended emitting areas\n", "- **Synchrotron sources** exhibit anisotropic spatial coherence\n", "- **Lasers** suffer from mode noise and finite linewidth\n", "\n", "Modeling these effects requires moving beyond the single complex field $E(x,y)$ to a statistical description of field correlations. This tutorial covers:\n", "\n", "1. **Spatial coherence**: Extended sources and the van Cittert-Zernike theorem\n", "2. **Temporal coherence**: Finite bandwidth and chromatic effects\n", "3. **Coherent mode decomposition**: Efficient representation via Mercer's theorem\n", "4. **Differentiability**: Gradient-based recovery of coherence parameters" ] }, { "cell_type": "code", "execution_count": 1, "id": "imports", "metadata": {}, "outputs": [], "source": [ "import jax\n", "import jax.numpy as jnp\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", "import numpy as np\n", "import optax\n", "\n", "import janssen as jns\n", "from janssen.cohere import (\n", " gaussian_coherence_kernel,\n", " jinc_coherence_kernel,\n", " coherence_width_from_source,\n", " gaussian_spectrum,\n", " lorentzian_spectrum,\n", " coherence_length,\n", " gaussian_schell_model_modes,\n", " hermite_gaussian_modes,\n", " effective_mode_count,\n", " propagate_coherent_modes,\n", " propagate_and_focus_modes,\n", " intensity_from_modes,\n", " led_source,\n", ")\n", "from janssen.models import collimated_gaussian\n", "from janssen.prop import angular_spectrum_prop\n", "\n", "# Configure matplotlib for publication figures\n", "plt.rcParams['font.family'] = 'sans-serif'\n", "plt.rcParams['font.sans-serif'] = ['TeX Gyre Heros']\n", "plt.rcParams['mathtext.fontset'] = 'custom'\n", "plt.rcParams['mathtext.rm'] = 'TeX Gyre Heros'\n", "plt.rcParams['mathtext.it'] = 'TeX Gyre Heros:italic'\n", "plt.rcParams['mathtext.bf'] = 'TeX Gyre Heros:bold'\n", "\n", "plt.rcParams['font.size'] = 6\n", "plt.rcParams['axes.titlesize'] = 7\n", "plt.rcParams['axes.titleweight'] = 'bold'\n", "plt.rcParams['axes.labelsize'] = 5\n", "plt.rcParams['xtick.labelsize'] = 5\n", "plt.rcParams['ytick.labelsize'] = 5\n", "plt.rcParams['legend.fontsize'] = 6\n", "plt.rcParams['figure.titlesize'] = 7" ] }, { "cell_type": "markdown", "id": "setup-header", "metadata": {}, "source": [ "## Setup: Physical Parameters" ] }, { "cell_type": "code", "execution_count": 2, "id": "setup-params", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Wavelength: 633 nm\n", "Grid: 256x256, dx = 1.0 um\n", "Physical extent: 0.26 mm\n" ] } ], "source": [ "# Physical parameters\n", "wavelength = 633e-9 # HeNe laser, 633 nm\n", "dx = 1e-6 # 1 um pixel size\n", "grid_size = (256, 256)\n", "beam_width = 100e-6 # 100 um beam width\n", "\n", "# Derived quantities\n", "physical_size = grid_size[0] * dx\n", "extent_um = [-physical_size/2*1e6, physical_size/2*1e6,\n", " -physical_size/2*1e6, physical_size/2*1e6]\n", "\n", "print(f\"Wavelength: {wavelength*1e9:.0f} nm\")\n", "print(f\"Grid: {grid_size[0]}x{grid_size[1]}, dx = {dx*1e6:.1f} um\")\n", "print(f\"Physical extent: {physical_size*1e3:.2f} mm\")" ] }, { "cell_type": "markdown", "id": "spatial-header", "metadata": {}, "source": [ "---\n", "# Part I: Spatial Coherence\n", "\n", "## 1.1 The Mutual Intensity\n", "\n", "For quasi-monochromatic light, the **mutual intensity** describes correlations between field values at two points:\n", "\n", "$$J(\\mathbf{r}_1, \\mathbf{r}_2) = \\langle E^*(\\mathbf{r}_1) E(\\mathbf{r}_2) \\rangle$$\n", "\n", "The **complex degree of coherence** normalizes this:\n", "\n", "$$\\mu(\\mathbf{r}_1, \\mathbf{r}_2) = \\frac{J(\\mathbf{r}_1, \\mathbf{r}_2)}{\\sqrt{I(\\mathbf{r}_1) I(\\mathbf{r}_2)}}$$\n", "\n", "where:\n", "- $|\\mu| = 1$: Fully coherent\n", "- $|\\mu| = 0$: Completely incoherent\n", "- $0 < |\\mu| < 1$: Partially coherent\n", "\n", "## 1.2 Van Cittert-Zernike Theorem\n", "\n", "For an extended incoherent source, the mutual intensity in the far field is the Fourier transform of the source intensity:\n", "\n", "$$J(\\mathbf{r}_1, \\mathbf{r}_2) \\propto \\mathcal{F}\\{I_{\\text{source}}\\}(\\mathbf{r}_1 - \\mathbf{r}_2)$$\n", "\n", "A **circular source** of diameter $D$ at distance $z$ produces a jinc-shaped coherence function:\n", "\n", "$$\\mu(\\Delta r) = 2\\frac{J_1(\\pi D \\Delta r / \\lambda z)}{\\pi D \\Delta r / \\lambda z}$$\n", "\n", "with coherence width $\\sigma_c \\approx 0.44 \\lambda z / D$." ] }, { "cell_type": "code", "execution_count": 3, "id": "coherence-kernels", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:2026-01-05 00:54:25,198:jax._src.xla_bridge:864: An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Van Cittert-Zernike relationship:\n", " sigma_c = 0.44 * lambda * z / D\n", " sigma_c = 10 um -> D = 2.79 mm (at z = 10 cm)\n", " sigma_c = 30 um -> D = 0.93 mm (at z = 10 cm)\n", " sigma_c = 100 um -> D = 0.28 mm (at z = 10 cm)\n" ] } ], "source": [ "# Compare coherence kernels\n", "coherence_widths = [10e-6, 30e-6, 100e-6] # 10, 30, 100 um\n", "\n", "fig, axes = plt.subplots(2, 3, figsize=(7, 4.5))\n", "\n", "for idx, sigma_c in enumerate(coherence_widths):\n", " # Gaussian kernel\n", " kernel_gauss = gaussian_coherence_kernel(\n", " grid_size=grid_size, dx=dx, coherence_width=sigma_c\n", " )\n", " \n", " # Jinc kernel (van Cittert-Zernike)\n", " # Calculate source diameter that gives this coherence width\n", " prop_distance = 0.1 # 10 cm\n", " source_diameter = 0.44 * wavelength * prop_distance / sigma_c\n", " kernel_jinc = jinc_coherence_kernel(\n", " grid_size=grid_size, dx=dx,\n", " source_diameter=source_diameter,\n", " wavelength=wavelength,\n", " propagation_distance=prop_distance\n", " )\n", " \n", " # Plot 2D kernel\n", " ax = axes[0, idx]\n", " im = ax.imshow(kernel_gauss, cmap='viridis', extent=extent_um, vmin=0, vmax=1)\n", " ax.set_title(f'$\\\\sigma_c$ = {sigma_c*1e6:.0f} \\u03bcm')\n", " ax.set_xlabel('$\\\\Delta x$ (\\u03bcm)')\n", " if idx == 0:\n", " ax.set_ylabel('$\\\\Delta y$ (\\u03bcm)')\n", " ax.set_xlim(-100, 100)\n", " ax.set_ylim(-100, 100)\n", " \n", " # Plot 1D slice comparison\n", " ax = axes[1, idx]\n", " center = grid_size[0] // 2\n", " x_um = (jnp.arange(grid_size[1]) - center) * dx * 1e6\n", " \n", " ax.plot(x_um, kernel_gauss[center, :], 'b-', linewidth=1.5, label='Gaussian')\n", " ax.plot(x_um, kernel_jinc[center, :], 'r--', linewidth=1.5, label='Jinc (vCZ)')\n", " ax.set_xlabel('$\\\\Delta x$ (\\u03bcm)')\n", " ax.set_ylabel('$|\\\\mu(\\\\Delta r)|$')\n", " ax.set_xlim(-100, 100)\n", " ax.set_ylim(-0.3, 1.1)\n", " ax.axhline(0, color='gray', linestyle=':', linewidth=0.5)\n", " ax.legend(loc='upper right', fontsize=5)\n", " ax.grid(True, alpha=0.3)\n", "\n", "axes[0, 0].text(-0.15, 1.05, '(a)', transform=axes[0, 0].transAxes, fontweight='bold')\n", "axes[0, 1].text(-0.15, 1.05, '(b)', transform=axes[0, 1].transAxes, fontweight='bold')\n", "axes[0, 2].text(-0.15, 1.05, '(c)', transform=axes[0, 2].transAxes, fontweight='bold')\n", "axes[1, 0].text(-0.15, 1.05, '(d)', transform=axes[1, 0].transAxes, fontweight='bold')\n", "axes[1, 1].text(-0.15, 1.05, '(e)', transform=axes[1, 1].transAxes, fontweight='bold')\n", "axes[1, 2].text(-0.15, 1.05, '(f)', transform=axes[1, 2].transAxes, fontweight='bold')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/coherence_spatial_kernels.pdf', bbox_inches='tight')\n", "plt.savefig('Figures/coherence_spatial_kernels.png', dpi=300, bbox_inches='tight')\n", "plt.show()\n", "\n", "print(f\"\\nVan Cittert-Zernike relationship:\")\n", "print(f\" sigma_c = 0.44 * lambda * z / D\")\n", "for sigma_c in coherence_widths:\n", " D = 0.44 * wavelength * prop_distance / sigma_c\n", " print(f\" sigma_c = {sigma_c*1e6:.0f} um -> D = {D*1e3:.2f} mm (at z = {prop_distance*100:.0f} cm)\")" ] }, { "cell_type": "markdown", "id": "temporal-header", "metadata": {}, "source": [ "---\n", "# Part II: Temporal Coherence\n", "\n", "## 2.1 Spectral Width and Coherence Length\n", "\n", "Temporal coherence arises from finite spectral bandwidth. The **coherence length** is:\n", "\n", "$$L_c = \\frac{\\lambda^2}{\\Delta\\lambda}$$\n", "\n", "This determines the path-length difference over which interference is observable.\n", "\n", "| Source Type | Bandwidth | Coherence Length |\n", "|-------------|-----------|------------------|\n", "| HeNe laser | ~1 pm | ~400 m |\n", "| LED | ~30 nm | ~13 \\u03bcm |\n", "| White light | ~300 nm | ~1 \\u03bcm |" ] }, { "cell_type": "code", "execution_count": 4, "id": "temporal-spectra", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare spectral distributions\n", "center_wavelength = 633e-9\n", "bandwidths_nm = [1, 10, 30] # nm\n", "num_wavelengths = 101\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(7, 2.5))\n", "\n", "for idx, bw_nm in enumerate(bandwidths_nm):\n", " bw = bw_nm * 1e-9\n", " \n", " # Gaussian spectrum\n", " wls_g, weights_g = gaussian_spectrum(\n", " center_wavelength=center_wavelength,\n", " bandwidth_fwhm=bw,\n", " num_wavelengths=num_wavelengths\n", " )\n", " \n", " # Lorentzian spectrum\n", " wls_l, weights_l = lorentzian_spectrum(\n", " center_wavelength=center_wavelength,\n", " bandwidth_fwhm=bw,\n", " num_wavelengths=num_wavelengths\n", " )\n", " \n", " # Coherence length\n", " L_c = coherence_length(center_wavelength, bw)\n", " \n", " ax = axes[idx]\n", " wls_nm = wls_g * 1e9\n", " ax.plot(wls_nm, weights_g / jnp.max(weights_g), 'b-', linewidth=1.5, label='Gaussian')\n", " ax.plot(wls_nm, weights_l / jnp.max(weights_l), 'r--', linewidth=1.5, label='Lorentzian')\n", " ax.set_xlabel('Wavelength (nm)')\n", " ax.set_ylabel('S($\\\\lambda$) (norm.)')\n", " ax.set_title(f'$\\\\Delta\\\\lambda$ = {bw_nm} nm\\n$L_c$ = {L_c*1e6:.1f} \\u03bcm')\n", " ax.legend(loc='upper right', fontsize=5)\n", " ax.grid(True, alpha=0.3)\n", " ax.set_xlim(center_wavelength*1e9 - 50, center_wavelength*1e9 + 50)\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/coherence_temporal_spectra.pdf', bbox_inches='tight')\n", "plt.savefig('Figures/coherence_temporal_spectra.png', dpi=300, bbox_inches='tight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "modes-header", "metadata": {}, "source": [ "---\n", "# Part III: Coherent Mode Decomposition\n", "\n", "## 3.1 Mercer's Theorem\n", "\n", "Any partially coherent field can be decomposed into orthogonal **coherent modes**:\n", "\n", "$$J(\\mathbf{r}_1, \\mathbf{r}_2) = \\sum_n \\lambda_n \\phi_n^*(\\mathbf{r}_1) \\phi_n(\\mathbf{r}_2)$$\n", "\n", "where:\n", "- $\\phi_n$ are orthonormal modes\n", "- $\\lambda_n$ are modal weights (eigenvalues)\n", "\n", "The total intensity is an **incoherent sum**:\n", "\n", "$$I(\\mathbf{r}) = \\sum_n \\lambda_n |\\phi_n(\\mathbf{r})|^2$$\n", "\n", "## 3.2 Gaussian Schell-Model Source\n", "\n", "For a Gaussian Schell-model (GSM) source with beam width $\\sigma_I$ and coherence width $\\sigma_c$:\n", "- The modes are **Hermite-Gaussian** functions\n", "- The eigenvalues are analytically known:\n", "\n", "$$\\lambda_n = \\left(\\frac{1-a}{1+a}\\right) \\left(\\frac{a}{1+a}\\right)^n, \\quad a = \\frac{\\sigma_c}{\\sigma_I}$$\n", "\n", "The **effective number of modes** (participation ratio) is:\n", "\n", "$$M_{\\text{eff}} = \\frac{(\\sum_n \\lambda_n)^2}{\\sum_n \\lambda_n^2}$$" ] }, { "cell_type": "code", "execution_count": 5, "id": "gsm-modes", "metadata": {}, "outputs": [ { "data": { "image/png": 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flb2KswVnmuxVVFQITjtSGNNmDh8+XBVjxVmBMykVrMpfxdmGM0X+quxVnG04U2SvoqJCcPoXWlRUVFRUVFRUVFRUVFScNFRSWFFRUVFRUVFRUVFRcQ6jksKKioqKioqKioqKiopzGJUUVlRUVFRUVFRUVFRUnMOopLCioqKioqKioqKiouIcRiWFFRUVFRUVFRUVFRUV5zAqKayoqKioqKioqKioqDiHUUlhRUVFRUVFRUVFRUXFOYxKCisqKioqKioqKioqKs5huFM9gBMForNmKhWnKZiHUz2E0xZV/ipONqr8rUeVv4qTjSp/FRVnP2qksKKioqKioqKioqKi4hxGJYUVFRUVFRUVFRUVFRXnMCoprKioqKioqKioqKioOIdRSWFFRUVFRUVFRUVFRcU5jEoKKyoqKioqKioqKioqzmFUUlhRUVFRUVFRUVFRUXEOo5LCioqKioqKioqKioqKcxiVFFZUVFRUVFRUVFRUVJzDqKSwoqKioqKioqKioqLiHEYlhRUVFRUVFRUVFRUVFecwKimsqKioqKioqKioqKg4h1FJYUVFRUVFRUVFRUVFxTkMd6oHUHGyQcf4Pj6ho6ioOP2wV9k402ThbJ1XxemFus5ODup9raioODWopPCswLESv2P9m1UZVZxJOF75mL7/dFr/xzO3Ve89neZWcXrhWNda+b66vpZxIu4rUO9tRUXF8aKSwjMOJ4MAHi2qMqo43XEy5ST+7VO57k/W/KoBX1HiRK+zUyU7p2P07WTdW6DKbkVFxbGgksIzBqcDGVyHqowqThfsp5yc7gbuibxOletzB/uxvvZLdo52LoT9Wesn+x6fDo6rioqKMw2VFJ7WONFpb0eLY1EoVRlVnAoci/G3V+y2lk8nA/do78Nex1zl+uzHyZKhndbMySRhx5uWeTLGdSJleC/jq3JbUVGxd1RSeFrieJTzifRArosUHI0y2uvrKyqOBUdrZB2LfEwNq3Xr+VQYuPs1t3Wvrzg7sNvaOZ51NpWL6do5GXJzIvTgiR7XbjJ8rHp/L7Jb5baiomJ3VFJ4WmGvSuFkkcC9XnOKakhW7DdOphG729+MxuKq9bxfBu6xGpK7XWM3A376+irTZzb2Kkcnu1nTiZSbneRlN+wHYS3/dvn1RPydU+m4OjV4//vfj5e+9KUAgJe//OU4fPgwfud3fgfvf//7cejQIVx11VWndoAVFWcQKik8LXBiox10AokiF//f/fqVHFacbBy/EXus8sGjdbtTJHw/DNzl50/MvFZd81Sl/1WcXOy0XnaWo6Nda3uTnROxlqbjOhbidTLkedW4jl+Gj012zy49/LKXvQyvetWr8O53vxtve9vb8PjHPx7vete78IY3vAFXXnklbr75Zhw+fHjpfYvFAovFIv188803AwBCCAgh7OnaIQQw855ffzw4W6+139erc9sZlRSeUuyVDO6svHf/K3QUjtKxoqDi/8BuJHEvnsry9WeHUqrYLxybEbujhNAOv+P0v9HfyYbYyU6R3p0Qrp/bDjK/Zl752amhvlNktBxnleczA7vJ0ep1t44erl9n+y07eyNeOxOnk0FYdx7X6ju7N/kdy+66eeTXrx7XmS23zIwDBw7gHve4B6655hoAwL3vfW98y7d8C7z3OO+881a+76qrrsKLX/zipec///nPYz6f7+naIQTcdNNNYGYYY459Eufwtfb7eufC3I7nOpUUnhIcX7RjrRIZfXuM0cKpkTwiibxEEuXZnZSRvGLNxXb4XUVFiR3Iz4rfL8tIKR97lI1Sjjg7O9YbuCc66rE0mPR1PD/9/ljmBUzmln+3LNe7OX2qPJ/+2EmOdnOoHO06K+SCx1dfLzvHuoaOhXiN37s/zp514zqKe7vLviQ/Hc1czmy5JSJsbW3h+uuvx53udCcAwD/90z/hmmuuwUte8hJce+21uN/97rf0vhe+8IV43vOel36++eabcdFFF+HCCy9cGVlchRACiAgXXnjhvhj8Z+O19vt658LcZrPZMf+NSgr3HScq2rFOiez2814RtXiptKeKSJ5fNpJXXbdGGSqOBcdDBlfJyM4Ol9Vg/RsqAyxRs/G6P9HEcP2YR4YkLf9+73MrZTzOYScDfvq3z97ow9mJvRPCJTlaKUM7/c0IXVfE+UfElbaTU+V4kOezJ1LLXP5WR7JKpo9FnqfXXyXDq+R2L/cVa2R3J8dV8d6lcZ6ZMnvllVfiGc94BpgZD37wg3Httdfiq77qq/DMZz4TzIz73ve+K983m81WGs/GmKMy3onoqN9zrDhbr7Xf1zsX5nasqKRw37DbJr8XTy1UCawjfsvP08rnd8NypcLKy+WXY72nMr4hKp2z01tZcTJwPEZs+f5l+aA18raMFbIQ/3ZBDtcTwxOFiTE52gdWRR92NypXj3JqwO/F6XN2GZlnH/buWNmdDB7LOitISyEiy8TweKOF4zGud55M31I8nwjiiZbpnQjhKqfPXu/risvIr7HecYXyRZM3n3kye+mll+LSSy8dPbeOCFZUVOyMSgr3BTtt8Hshg3s1cifX2muaz6qrT6KBWKlcSi8wYecUu8nYapShYi2Ox4iNv19laBXv3bNslLIQK+7UuVGQw2zgnpzowk6G5HhutP72Ta5Bo9rCcm7lMMbkd/yaSgxPfxyLY6Ukg2vIDLBHGYryI7Ixlh1RHauJ4dFgh7GSWfGaVSgib0vOnum19jrGdeNaJ8NHcV9ZRleOPd3bpJPjr6Zz2Uluq8xWVJzLqKTwpGPvSlmeXeep3auRu4PBvCuyMmAa/xxTU8aKaKI0qfjmmA3J+JqqmM5NHKsRW75mhced1snPTtdUY4uKNc9xTTNGBu4o8nGinBs7EcLCkJwY8DR6/07zKsc4nVv83Zj8ln91b+l/VZZPHVZ9/jvpiZ3I4LIuWumIHGEiP8yqP6LshMRfVjobj3HdLI/XjJ9fOc4pYSWAA0rqdbzreJkQTmV47/d1Z9kt5HJ079fp4koMKyoqBJUUnjTsRMJ2MnD19yvTdsp00NIQjn9hp79xdMje3YiJIhqRvkmKEDhfe+SpLN6f5jS9TjH+qpjOMeyNEK4ng/G3UzK4jlztAcmQBUQGdL3yZIUuEcNjxTqyWhqORuZynHMbyziPyG+MjmYamKM7NfpwJmAdIVyjd4q1tOxUyWttrH/2sM5K+SHVExx0RRgsE8OjxdQhsgPxWjvm7PBkBOT1bgAOxd8/1vFNZXNZhncf4+SvrpTdOI+C4KY30JoIaCWGFRUVGZUUnhTszbiVZ9YRuVVkb6rsJn+TSkU+/Rs7jUswUiTE4+c5dibMpK9MV1mZIlReMkUZpyk565TSbr+rOLtwLIRwJ4MQEMOr+Bs0TbVE8b4pdJVSXsusxmw2wgKIoyGJCTHMf+fYDKyJYZ6MR6M/myVDcppGuq7j4jgiopGbiXxHIzPK9TpymGdWRnqA5flWI3P/sDsh3LscLROWqQwRVjc1YDBAIX+vBDE6F0V2AKj8LMvN0aCY80hHmsk8Vr83j4kAhOLqZew8jnAva3mFnl9BCOXemTTu8l6vGm+W3YIQJtkNeR5Kvkf6uBh2nlM51iqzFRXnOiopPOE4FkJI+qsxoVuVtrOsoMv3FUqfpop6J6UYMT3wslA4VP4+Pr/OU1mmCI20EHJ0cS9KCcXvq3I6e3GUhHAS1ViODBaEaWJoyUvGsrHaqJ144pn1fQEMBnEAYMDEGuUoiWG5ro9m3e5mnBtIjVT8ndExrZ7b7vMq5wZE+WYluzuTw1BwxKmzpxqZpw7HSgjNivVWyNiO62xZt+V1ZlKEChRlR37PFEBs1PkSkn4Yj3sv6yVqwZJ4ZUKYHCmqZ8vxjh2eSqrYgCIxJFrh/NgrVpDqRAhNGld5b2mURrpKfksdHWU3yiYVchoHHSODxf6k06jEsKKiYopKCk8ojtK4BQolll+3PgVG3z0yiksFbUZ/+2iIISOMlFBSlhR/UsMvpqCUz5e1IqmGgbBEDiO7XJvGEhXQuqhhVU5nH45GZsYOkrXECWMyuEo+xrIxlosYvUhmEge1DTW1jAMkUq6RQsKYGGJVdOEYsUQIVxmVq+a9PC8gmo5FPIYDiMbyLX+fC/I7Joccjf0k0yiMz2pknl7YjRBO5WgcgSZ1spTfr5Khse4Aovxkx6DKArPITkwhTcRQ1hLxtMxgt7mtmuuUEJbfj99LaQ1HUhWSDiMOYFAiV/l9xxDFLIl2lN10r8W5s7xfLe9LhEnklQr9yqGQW5VnEvklNljSxUt1hlVmKyrOdVRSeMJwtIRwnYELRCWWXx2V2lRZl4pmHDGh0d+Pf2n92SVUKgyUXsSoDGKKT8hKWw3GmMoiin5KDleolPTEqg5v6xTT6I0VZwWOlRCui2qUcjKp2SmNrqX3jceRzaTovDBqMhqwEkIURhcxxsRQowvHHvWYjnFMCIlsmlM2KLWZBpVNNZblfeyoybMFghrsrN/rcyX5VVknjoZp+YeFLFdieCqxjiTFn4qfpxG1kQ4xYwKYotNGXjaSLeT3j0bByQEhDkcGs4FEBCnzQwgxBGt9YVobxyovJeGaEq91OpBVnkNax8BEplE6evYyJkzGtYoQGhDZ0fNLcj/5qzIWLr4Hsuya4vvlqOySLqYcxc1yu5PMVlRUnO2opPCE4FgJYak8cl3BaiM3K5UpEcxKHZgah/LXp2251239U4Mxf89JUUYFH7ISQkxjUbW5RA55nNaSBkDIqTt7SWWJv6sG5ZmP3WVmL1GN8mcaRdJIja5s0NLIOBs7WeKVp/IQjTBOazdAHCMhviQbjwQlTyqLRxX12OleZANdCGE0JjMhJCrvwdRBlIZazCvKY04ZlZEHcIwCIkZ0SI35KNPyDomkxCvofhBfjxp92F/skRCOHJElCSkj0JFEjQlVGX3LBLGUS8F4nYUkN/I9Ie/4lIhhjNRlh8qxzH8yxuQ0USfKSO4zODlD8ppkREIY/3wkjkdLWuPopkTVyv2dyvGSA3h6pVJ2432NTqsAZpVVKLkdRWU1uljWTKY/vl/nrVZUVJzOqKTwuLHKuKWl53c1cEcKa0oGx7URyYu7IioS/00VS74WCmWuClG+WyaDFH+fPY3ZSI5GpClS0EJBDoMqVjUKkqeSkjKTJ2iFUpre12pQnhvYKyEcp4OVEbNMAMsomv5Lz00cLaAkE7IUxw4MpgDmaNQalQGvLFC+JkJIRo1Jj2M3IEtDPUc7iGwihWaJFE4jI1neicayPjYqoywXcs0q7/o3WI1NInldSkXTOcv7YifJ3LFxb9GHKscnHrsTwnF0MMsFStkpyGC5zqLzYaSfMF1nY0dKXGMhyQ7SeFgZWHSoUJIxYC/ro4yuyc9xnHZZPpL+zH+dEnGNRAoi04jjikT2aOQ56lrdr5IeHxNCAzsmhmXUvyDeki6KyX3NssvJmaNOq5IQkmpXDirXZmWDrEoMKyoqKik8LhwNIZx6aWn0fFkMTyODcJx2UnpzaaTIqfj92Ohdvv6qKbD+NzUYS+WTIychRUwKJRnTg6IRiaBGcjSuY9QQyNEILvRPJYbnBnaWmx0J4SiVrTRoS6N1HEEbe+JLg3acBjcaCq82vEL6XtZwavtQRgzBEOLq1aAs1/O6NUtLX8cRz9J4jN9bIYdFlIGKvWHlvJKcqzyTRv1HxuV4zmIox+iDTLKsCYsinGR61Mp/Or8qx/uJvRPCZTnKX63KkV2Sq3KdFhdN8jMmLQEEr5oDORwHHslbHOVIt+www7w/GICsPBLJspNxm6XdZzzO6OxBHhdF3cYTed7bvc/7VjEGsjDkYOBAtMLJM9r74h+cym7Q+1buSzqH4r5Esjvan1It5zIxHN/b6XMVFRVnMyopPGbsTgiXjdv4mnFN1HJ0cDntbTkaMDYAS1I4TSEbX2vV2FeljHJSPNHzG0gMxFQjMlH44qWkFSksrGlCSiqJ1tQlYQUxLMdbDcozH3tzpKwjhMtHMkxSsJaMWgszSc8aGV4oIwd5ncVUq2ww+sIR4lUCJOIRCqeGGFwx6mGAZKDJ393bvRlHF8aRGzEmiZzOy64wKKdpaBEp9pmcOyOyO4qI6vfkVaqjXCN1K801YYx89pzOs0gl3VtaeMWJwSrnSv5dbrwCZEIY69rG5MlMUhzTOlsrQ4X8FA6VQMVa4lx/GIlhlBk54oXAZAD2e55n2ieK1NYkJ6OoXJQlIDVKgkS8mT2iq5MQECbEUEZZyudenDvLcjwlhCbJs833O8lv/IziXQ3F1zEZjPtSnIPIrwdTlNvo0IHqcPl+FTEkoMpsRcU5ikoKjwmrDNvx87sSwkm3xDItJ9cPrfLa7vB1+r50vbFyWQemMSFEUjo5LpIMRgoInD2TY3JoUKawpI5zCEXhu8FSfUO8RSuJYcXZiVWOlJ0I4TSFTYwsSalcYcBOjS0yYhxGwwtT4pTBlKNmgTwMewQ1bAkGqT9pIoZl1CPkefDe13EZDY3RhWS4R2NSHzI3J/OOUUNY5PyA1TKf58VJdqNsB3iV7SjTQmyXU2ahMh3T0oDlQ8lXEcPVs65G54nAKkK4rGty9snYmYBEBG1Bosr1pVHDJF+ZhE0Rs0KCrq0Aj4Ch0EsC0RZAYImu59KCOJ+d1wUV8y2JV3ac2Pxz4UgdjVXXeVAHjsiDjClFL2ODnD2tVSq+qBzHvSnKLxyMcbDUpHseSWLS46vklzjpZBmnz3ILiwCve5PXOQ0yhpgdyxACH89jXBkxrPq3ouJcRSWFJww7EcL4cySEZdpNGfEwxXPZkDWjTmWFYTv9GWNFPUopxW7EsKxUyGkpDIkQTqOCDA9CNhyzYsoNBUQLaYdGuYQYkqyeTdJ7wnshhjVaeOZjRTTwuAhhGcmwiRRmI6s0buWrwXKa1kqjFkUknMU5EsjDwMNjyMZWfkPy44tBbIoaqb2QovH9GBu5NkUU8qMZRxtgR3OLxHcVUvoZxwihV0MzyrQHwSLQkBtMIbaOik3xSaM5ZtRoZ0wMV0UMqxzvH/ZKCJflqIxemfS8S3omka01jpUkP6yEkDwCLAJ6TOVetIVFjH4RG40+7xYt1DkqoU0OFOS621JGRlG40UhjtE3eGzDomOIxTUbSRxFTNuN116/XMj29jN4bRELYCCEkB4uCKJZ6f+W+tEp2PYgCmAclhNFp5dN7RCr1Z574qpaIYXTYYiKzFRUVZzsqKTxqrNogacXzK4zbEQnMxm5OCSX1JpYRwJweFhWbGXlrbVIgyQBGYfByNnpXKZmIESWkoM7FolZhrQGZyWD2UEqkgTSSIGlClAlh9FhG8kiYdCeNxf6VGJ492Nmw2DshHBuyhsYGoMhHJEqZMIm8OCVPKh9cGm1j5AihRsXh4VmjHWTUR6/jTY1IAxhW1/LRRj3WRBeSgyeTQktt/h6NGu5iXBIMDJd7wKp5FXNT+fY8IEZEJaIT5XmAJtQlw9IwwCn7QRtQrSSGcsW9E8OKY8c0SjiWpUwIzQpCmKNpyZESZSVFtmz+OcmQ1bW2mhTGlOQQHSk8wOua9qMVkjtaE8omM3Feu6Vq6qxTembpPMmkK0c7cwrrtN6RMKTfcHR3co6Yx31pb/WOkM+giBLGe2upSQ+DRsdoCxmOEcMxUpyQst71PCjxtjr+QWOdpLKbySATIWBIxBApfRdFt+Q4tVWNZyoqKs5mVFJ4VNidEK41bjGtGSyjg2XqThEVLKMc0VtbkkSI51YUHsnv2Or3ZSQkE0PiVXPg1GZevJCclU9M/aGcXiapZdH7GxCjC6WHUpS7eDENJCUn1zQAOfVMKd9Sw4pKDM9uTI1YoEyz3ishHNfWOdhk/KkxWBiyFk6N2Bg1LAzakVxwSqUOMUoID0sDPCw8W/iY4gllQ8i1PgGFEZnqeXZfm6k+q/w3iRAKIVSDEvGrzpWdSmCRgjaR9zgvcdxkp4/MTY1Ltgjk4fUeiVEpxnKAEUcPexW5LNOriWESeIzlc5UcVxk+dkxlKf4vEsGoA8YOxzEhLMmUTT/b4muUoeRoSQ6WqfwgrTGPAYYsAjkY7jEU2TM5osgg8io3BLDBUiOzldMuo3/LUfUoI6NIXNLPUdcxAg1KCstxifyDYs1ejP5Pmyit+Cwm9b3RiWsop41aamHRwFEr95ZljHat/Mq+FPR++Zj6TZK54HlAIKMaV51XnDMaYg2nITchhnFO8Z7rC6s8VlScc6ikcM84WkJYPreqiUyRwraUwqNKuogUTtPERt5bVdJlFMRwpobR40hMKMyGBBZ3IUKqAylIIalRHNOAEBBoSIZy4EHJoXhZuSCGMYWUWSIQ+XrivxS9IwcXl8RwdL9XEsOKMwvTFbcTISxTqFcQwrJGsIwIFHJi1QBMX5PBZWFTdKOghRO5yFIAXfMMTwM8OxgMIOoLMgnEDorJuEXsryjODV6a/y73KtUVl/VdOWXUqTFpqYVDA8dNIr2WTZoZQDCFUZlj8blJRVD5jnMLNMCTyDXBIJABNOWP1dgsjsyW8Rb24zIx1MiP/l5N8cm6qMTwhCI1U1lBCFMmSrG2CgIYHSslobIxksVOJajUOZRIYf40cxmCR0Agh4HF6UCFM4UhVXCxRp1VLnNU7ijmG2sJdR+wafxtmkNMf42yAUBJltTjeR7gpw1zSGoiPfu8lvc+MIy6oOq9jWNyaOGoheM23WPHWY+bYl+KRG3cGkr0qmenxFvuseEengw8D6UpAiASQ4IhFMSQVXblKlQ0olmW2YqKirMZlRQeM1YRQoyiHbHz2K6EcFrLkUihKOtoFNppBEQVyFhJm6RQykhIGbNcBQay13SifLJy98mADBjEoCSb0uo8xXSzSAxlzoxBlU6OMJR1DTQhhukA8PJWr0xlqdHC0x/rCeHyc0X0La7YXQhhJH5lqlgyZjnLihAmNWm5IISFfJRgBorYuEQI4eFJZG2gODagiCtoExeNnnOsc/LFPHdKhcv3YalTIeXogkMrX7lFAzF4Hcd9wCbX0Lp5jQxLDvAU0twyOZR7PbBkNUgUYvLXuOy8mqeXz2xUwjhy8FQj82SBRrKVyxRK50qsm8sRwiIiGGvcplFobuDQrJUhgxVpjpzblHn2sGQxqOxQ7IKtZ9sa1uZGNIA4RutMciqulpmiJCMS07KRS5QValNETsbuUNYURrn1NMj7WUh0auRCQhiJIlnVfYrD2nGlr0SIdf3T6KXDDA3NVIZnsOzQpPtb7k7FPYXo6JIUyt40qOxaDGQkRZfl8/ZxPyn+UsAg+pSsflYxfbToBTCSWd7BcqioqDibUEnhnrAuShi/o8lzxUY8aSQzJoSxRjCfVZTPLrIpFW45fSeSwVVKeuS/HZkGq+OEgpw0kqssJH0mNuMvlVA0IKV5AJHUMBBLrZWk4sSr58hCJHqxtoFHHdFKYhgV1BS7pZ/F56vBeSZg1zrC1FSGUDa3mBLC3LAhRzYc57RKp8ageOElgayUkZXGV+EY8QhicMFjKKLxREYDZWNSGOCTUcYgTYWTTp87rs9RY6jSWRQjDDG6EI3JFg03cHBw7FKuQCaFy/IeE8XGc1OZhsOQDEwHQqeGZVkHthMxZJ2b1FMSoN0NY61SYoTY2cFTZfhoMXZKFo/YaCYeop6cDeOU0VTfRkoANaXRcavrqxGNwyJVOQk7y1CJcUsyk/RUitKROiEpgE0AhwBDDkzSvCinXe806TLNOkYJTZqPI5UVtHk/KGr14p/25GHZwsOij9ckkVdDAwIrieYh6TBZvzt9FpGM29F+FYmqRAhnaNCi5RkadtHtW7h2x/Jb5CMgVhSK7Mre5FNKbzxXktJ9nGr9AMSs9+zMgTpeiYrGMzWNtKLiXEIlhbviKAhhUsi7EUKbFXPqjLYijQfZ6I0pcKI2sqFrOcUKp1UeMERJsRDtLVI4Or1sFC1hrQ+JBqQqIhpg2CJo2k6suSKKXebKa0ib/tx4Jn/NxJA0dcWMieHKKMM6YlhxemB9lHCVETsmhNH7P5aXESEkB4t2lCoW0ykdJFLoYBNhygmkUTZUPiZGUyKFrIcxqGNkgEXPXk1iiTYwYVSnx+RheACTBTTlDDsYkMu3LEYYxnVIYqRnQthihoZbtNygcBeN57bCGGRIq/2g84pN7QeIk8fCyvfwMGQwcK/3XQxMIlJyOP6jAQA08gD2AJl8jiFE6lOtcBpJuS6qc+e4MarJRSJN4lwpZciuJIRljVsmg21yOjRJ+6jzQf++3WGdCXExGBDQ8zhixRRrdgcEbcJCGuXidGzCjhNGIrrItZFlhNChRcMzNEpqc/p47KYbswDknuSGaEpYKeRjaMiCOJZF7DayrPdF/2Zd7kjHpISw5QZyl1WGSfuIr9mXol4WQsgYlHQPqv37IlIIkvR4v2bIoos5MUQpfZYryT0yGJd1VFRUnM2opPCoscJbPiKEUREXP0+aypSpcEut5suoIDkYNGrUZk+nS6QwG7m2MAhtMgqVnlKRTLRCOQghHBPDwNIswLN4eqNhLC1logFZeClJm9yo4eG1pjF2m8stsmUAQVNKo8c49+LgpLCjal0fZdjpM6pa7PRHacROZWgsL4bGHvdMCJvCkG1GpDB631P7BjKSPKYyYiGEUIhhHlWUh+gY8cwY2MBySE6XcnlJyqjQxijHgaV+iuPZZsnI3SXlLM4d49RRk4xJIYStEkL5Z9CQJMbZKP9qUJqJvAfOhqVPRjvDsRHjEh6WDQbtOkpqVJJ2UfQxgrMCsmdotFBrlUYHZ8c5rnXwVJk9dqxxrmCqcyKlWyaEZY2byE+WoybKEem7k56BrDUau+iYIykEBibJZGGN6ulaKLvdel19IZLX6BxcO9f4LRV7hNbdagp5o4Sw5RmaIpoeI5uZZMUReKSOnBQQeNA63l6imNq0pdRP6+WZ0thSoytqxLGDGRrIuDa4hcT/LRwZNGSyDGOyL6nzJaiOHpjgmdUxLM6qsl46R1FjxDB+PuMxB3CO8pMcRxFrgpOSpiqbFRXnAiop3BF7jBKuOnqiUM6rU0ZXnT02qYlK0Y5mKX3HpsiAKmhkY1CUiozCFgo7ksJVXt1ICgNLJI+5NBxVwavH17OklFkEDGxgyKd6BopprJp2FqMLq8h0JIaGxFgVBcj5uAqKtRvTz6LWF57+OJooYf59TAXLxmxs5b6aELr4VdMpXSRKSggbNWSdykkyZgnpq6Hp6hJ58EwFKWQ1bikZt5HkRePWLRFDX6SQlsbkqrsVY/px3uWeoGmjkPqjhlvMuIXM2KIhg4YIzhhYnVeU/5IUZrKb5+XTV5nfwAZ9TBgtUtJlTKRG84pNpLhI0I+TNQIRz50b1Qprc4udHTxVhvcMiv8bP6bncU7rVMsaQpfqVMX50GidW2o1QyJDDRGsEVkSxyNWkkKvpGVgiz5Ib+pECLV+3SOSwh6eXIoUljWRq1dAsV9A0stzI5cmR9Q1Etdo9W15NDyQ01wzodLofzpfcdBxWcTUW3F0RN1UrtFiX6Px/c7jUsdOIcMzWLTGyr3d5b4GFh0tMmt1XxLZ7TlkudUUUErpsEhkz6bxyt6Vm/twSp2NNcE59XudwFdUVJxNqKTwqLCOEJbPZYWAItKRFURxjtoSIYzKuRkV9zsWI9fmeGFKM3EUv1IyCMXgRUofjUZvafymco0YIUTpicyPqNgDEwZmOKYiZSVIhFKjDPFfJIdROfrRURTjOyod0DgRQyBHDYUYktqP8X4jD3zpc6kG5OmB9YQwP1U6T/I5nbmOcHxOXzx6xRROk9hwpSkIYas1dm1hyDYqH85kOXEmG15RLuK6i/Ig6x/wAeiZMAQWUhgoO86ZEYgRtNmSpUZqasmqQWaW5772rsX9I0c+djQmyaIlizYak4bgClKY5L0Qj6l8DyrjQ2D0TLAsc7Rs0EEiNiamjqbxIRmPkdDFFFH5vDinpBXt7kHQlPBVzpwqw8eH0hGZZSrXEUYnZH7YRAjbghBKFDoSQnE6ZMdDJC3OjNeZiUMARutsCKI3LBnYwDAafIoJ115LECw6WGrgycl5e0Q5yr7COTByvmr5RcqsQZtSrFtuMEOj5NbAklG5yOTUQ+UaJvoqwBS043Cj4+rUDRoJIVaOK493nO5u9D4L2ZZ7PIPDjCw2yKIxBq0hNAZpj1q5L8U9SfXxUMpuIG0wR+l8YiqGycTJURP7w8YmM9DoYyKPKA+vLz/cioqKsxmVFK7Fqk1wnbFbPCgbT8k7O03fWUEIkxlLMf0t13JI9COTwYZM8toKIRQjt4wSxEcZCYlRg+ksxpFCfYBU+QA+RM+kKqLAYjxCIieplpGLIzBKT2WZvrKCGEKvS1CFpQYnUuodJs0qREvunkZacbqBRvKCwohVQ6p0oiCmjMZjGYqDn1VWmqLhSsMNUj9OTcVqySRDNhlcBkqexvIRUcqBZ2AwBBeAngAbNKpXGLeBWVrD06Bt7fuU7ko0aNOGXYwqtd5oasAXRm40Jls1JmdkMSuMySaSQqNzw7pIYSSEBB+EGA4E2GhgBt29CgMzymAZcUhfk4nv9FOUCAxrShqpLO/U2XDnqH/F7sgyFLv4pvTfwrlCKyKEpRzFtORWXZLZ6SBy1BhoVBojPbM6UggMRohh1E1EkOM7WeRG0jY7DPHICD2SKR7jtNNSSE4kkswUqdmTulshX41G0xvZB1RnlrW2UpuHlAEQ/RlSOT/Tzp49YjO43VNbi7EVzixx7DRKVqMMO2yoDM8soTVyXxuV4US2i/uaHFWJcKvsBqCPThyOpBCjZjKM0lGjpJACmIMQa2QnTiLlqba/ksKKinMBlRTuGVR8N2VX6plNX3NjmXSGklb+rUrfiSlwFuO6qJgGt0wIRUlHMlh+lSiIKBQLwJJE3koFs0qBR4WTFU9BClWxe40s9KQRhRg54cJDmbyUsZZBLhhrNcbEMKevGE3jQeG5TGeeaYMaeev0D00/n+lz1cA8tShIQHqKJr+LHv+CHEZDL9UK5ahZjKZPU91iOqUYsmbJ+y7ECQVx4kSeSpkIBXGSKBrQG8B6bapBaiKFbNxKY/geA3pYajCkRLVsoK9Pg9OvFJ1JMTqaa76a0piMEYbCmGx1bk05rwnhlbTw0rAkNdpFph0L8TVkYALDMEBlXxh1xkhjHagDRw1LFKfTcdC9rohGoOxsWDpzdpPRKsN7Q+FAi3svVpDBgqQY5Ai0Q5saF+mhJyJHKkPxUcqQm6y1qfxEh2KUHXmNRNlCsFqS0GCgGXrq0GudYyyxAO9GDAtZKcovXHQQ6VxmOo+YMRDlQsaqkUw2MNpGl9O4hpiAnscllci7fxapwUw8RkoJIbdoOcvwzBpsGFI5BloDOMNwq+S3uK9DIHgD9Cq7KR1eo7GqXnU+0W0TUpQwHp0TH1EXp3TS1Ek47kmVFFZUnAuopHAlphvgCsO2NGYTSYyKORu2orZsYeSOawljyqhN7eXbJUKY0+DGKTyNETLYqIKOxq5TRS3KmtPXNOKJogEiGRTix8hpcz5GFFQBDSzksw/AQIQ+sBDCEGutUKSvyL2QRhVIZC/aedL7UBRSAJIRKaFCqXHgaFAn42BdlGGnz7IalfuH9cYDjeTI5PWRno9e/3ywdjKqUgqWNsUoawg5Vtu5bMgSobVjQ1aiHKze+GzMRsdJXCmJOIHgA2MwhC5oFN4jGdwMMW6lbqpBQy0G6jBwdPhYBO3cuVMq3JgY58Y6pTEpRq7kD8yMSdGFDUuYGaC1QKvGpDNR/kXmswEcZZtS6mgihCrfOSWQQBoxlMgDcspo4nMxsh8bUjCgx3IQGMQ2PSfdSHk01zT1pWhhldejRTbasyzlQ9Mnzki4RAhTrWqKrAkhjERqZoyurUxaGsNKDDkRw7jORvKjTocoO8ZDP2fZ9X1gDOzQca5cTBE5TX1czwfz3mGKPcJpjLMtUqxFXib1eoVMeAb6IJV1CLFBToOBPQbq0aNJtcwxrX1dZ9SyyjFG/GOfAKd5DK3uUzMjhHDTiQzPVIabQn6jw2rVfe2DOoNDdFjF22JA8WjUpN9DquPkkTMnpN9lXawRxRg5JKydb0VFxdmFSgqPEksEsPh5lDZKWTEsRQdTP8SiPqoghLkuymlnQX2siXyUCtqRksKJYsmGL5dlkErOJF103FyD4A1pzZEqICKNFIqSH1iJZ9BEGU1bMezT39abliMMsWgjhlpKtR+PxEgKyWhwIqeW5YgLp8hF+emML1xxumBZboAlMpQiazl9tOyWaGNL92hgpchGJoSzSWRjZkU+ZmrINobhiIuIGmsUndOwxPgiNb7E8eEo1+uJwUVgNrnhAxx6TlVYsOQwTFPhgJVLk9LajnPPe4WLXRQ1LbYlg9YYbCgh3LDAhhqT0aAUozJGQcfzYlCOEoY4P5HvriSEYKmxAmu00GXeRxp54HguYygMTJeihiKp2sRCCeVyA4t1Uf8a8T86RJJkRrKU63FtQZ6aTFS4WRshnFmjZGXseIgP0TlZfmiF/PRMcIHgfG4dwyD9vcXADi036PQ4DKNp4qkecpRAOZkvYkQu7hWxW2o7Il6zFInL6dVJU6jTMxIqoUZWCWuDXmuXe3LFPd0p8p/HFo/Tic6dFL0sUkazDDNmhjGzrI6rifwWDh0p4yD0gVRuC9JN8bAcI2m60Peq/g0ayQ8UENjDRFJIMUpYRgoDYjfSnDJQUVFxNqOSwiXsNUoYv9MIR/LOxp9jgf9UQU+6CiZC2CRCGM3eaAQ2GvlozIrIh+GUctJQTD3hRAwdMYwSwxQtLNpLiweSUqQwRguT8gmi2Bs1HocimtCHrOiNpq7QJHUldpvLtYLyKNPO5OW5SYV0n4tRCFX8DDnYOLX1Lz8D1GjhaYlVsiPPj6KERYQ9nom33BRD0t2iIVtGCNuCLLWGCiNQvO+zRJiA1oQJcWJ1mOSqmaDyIDU7Bl0g9MHABsB4pDlJNFHP+QtCCnuNZsY29FH+19+L8b2SyIcpnEbtKBWuNZo2asSY3LSMDQvMbMjEkIIalWN5Z+0s7JngEyE06LQJj/VlgypKRj7BgAPAsKlzfYgpaMwIWpcUCaJB0Oih/EQa9VeX1OReEPbWibRiZ5R6iLLuGR1/tErvtMhuFlsQlpjWmGUoOx9krYmuCTkqXawz0SEGfaB0zAJpE6m4Bgc26NhKp2CWMRlqpBZ3VFO4Wv+OI3I56yanjUqkc8Pm/aDRWshI6SR9NNZFko7fwJNNUcx4DmqKFBayurxa8z5mCkIYNXqT7jGNZHjTCiHcMAGNyfJrJvvSSC8bQudjb4F8/FSOGhuw18RQdul8Uiav8upTpDDACyHkSAwZZYfVKpUVFecGKik8CqyOEk6N25w2GluwlFHCrMDUYztJGXUTQriqpqONXlvilMojX0PyMgopDEU0JKaiMMoy+ejPj4RwpHhiNEGVe0+UUs26ALgg3slICE0kxpPzqVN9wihiGA1J1jRSp29hRF9njgLGXmgGoDCpSVr+lEYXr9hH7JJitC5KmLzv4kwxsXVRmWo9caBEaUnNMEw2tGbqfZcoh3jgW8uYKSFso+FFDEtBZINytWqOZBCGYNAFg0VgWC9Rlzj+HFU30nY/psJRUYekxm2OjK27c0VTkLRHtMVcx1GP0pjcsIwNGzCzATMT4EZzyyYdpzFH2TboAqMJhC6oceljV1bSj0oNZRitocxGphzFEeC40XPd5OxSaVQRjcvY8j6IQ4dMES2MUjyV2SrDRw2arKEkV2NiaOFGRKVhJ02aNLLWJMeKkMEUxbKMDcO6xgoZKnRMIloqP0Mw6IOBCwzjo+QYbWKmtbrBYMEymthb21CpQ3eqxc3E16rmlBIM6ZjaTuQlOoYcqaNEskWTo1MSTwjeGgzM6NhKozdqU8ZCvJ+IzdNWDSvua7GDsN7rll0mhBMZ3rQBmyrD8d5mUshpX4p70hCMRGGJYYOB8UYdQPn64vA1CCq3KUqIBp6CNtPxMDTAwCWiGJ2zzDFSW+jkioqKsxqVFI6wOqqx7udRlGNk2ObaoGzkGaQ24HDJ++gSEYyRj0wIZ9rxbRZJoVVCqNHBVo3dFP0g+eqUHFoTxJNrIiksIiKF3TWOEpKcQ5jIoMEQAnoj33dBWl/ns9AoeVnLyAKWiCFW1jPEAvf4VYg0688GqQtpMqwnkQa15HePFlbsL/JnRJPPbLmWcBrZMKmpQ0q1JpfO7Gw41ts6Mf5oHCHcKI3ZZMiODa42GbQqH5M0rdKobYKF8waWLAzllMjoPOmZknGbq4CbXBs5ihSuI85xD8lnmIqhKx2I47EAMzXY4/w2HWPTejUovc7PJ6OSaFVan0mGZVMY7s5r3bOPtm1ObJX3E5gMAtvUXTSmjgZ4BDgwBY2dejAMiG0ihrnz4cSpBqRo4c7rqWI9crbKWP9YjM7EjRFoLiLu0QFJJYkqI9HZ8bBhPFqVo9Z6OBI5MivWWR8M+mDhvFXZibIlstMHwiIYtGyFzEVnClxyEO34uRPlPUL1aq7Z0z3BRnlhzIr08TwWxkCxCQ4hWC2XMAZNimLm81GJ7C7jilRW7n1sEReJd6OO3kQKnRDCgy5gw3psWI+Z9erYkfsa96UA0k7gqot1T3I+On6FHJZRedGkRrRrsAiQ01QDAgIPsOQQ2Ikzh7xmA2hNsO7LQGwWVVFRcbajksIdMSGAAJLmG0U64vPR2C1TRq3W5lhVdtHQlSihjUZfaipjUoQwEcJY01FGPhIhjOk8IRmEzjAa4yeksIiIlOmjSrRYIx4hjI3GPphEDjufDzDu9LwnSUtVUji6ZyadO58IITfiraSAoOlmzAGGXKpnMHqmWcCq885y05ndo4XT3616ruLEYbcoYflNITtFinVs4U4oU0dzBCGmWLuiAVOUlVWEcMOEIoomBlc0ZkVOMjE02jQFGuUI6hQZvEUXApyxsJ5BumXGI1tiXV5nSI1ICxfTzUaRhfXNKeK+ke+HzQ6j0miPe0EkhJZxwHohhU7nZz1a4+GsT/MapY8yYQgWXmW7DRYLb+GCGJjk446WI6IpeorYXIfBbDXprJGv7BE0LS0gp6VJ0xn5fCWl1Ojdm8px3j3q8RRHj9JBuTpKGJ0r0rgoOyPHcpSdK0hkcNMGbKRIVrHOVI6sytAofVT1RxdcXofIjVL6AHR6rXkQAub0TECT6vCzE4kns03zjE2ZUo2kzik5U/M8NlRvJicQYtMWSpG2GMXsA9DFcSGnj8YjM3arKYx7mkmyXGb/IBHVDcs44AIOuAGb1mPDDZjZId3XLL800s29t2hMJIRRbgUMIzqXo8yLbvck9c+eHTw8HLUaLRwQyMPAIrAFkU9riKMSr06ZiopzApUU7oh1UcJJLVQRJSxTeGJ0MHYhS55DEuXltH12NPzS+WqFco6EMNZ1TNPhZmrktumrGLuJFJogyqVQ3KJrU8cIMfhU4chXi8FHUmhVuVupVQwG1lvt4KYH/lJUkWVkKKecSVQhNqBwuQ5J088MB/FQppbYjFjXwKRpZ2XUcCnKACx3Iq0k8PRCNuSAafRwRWQd6w3ZmGIt0Y2cWj02tkJhzGYP/MwOaFROGivkyUxIYTRqfTS+fIwUxPXkUkR9CBLxaI1BG0w6VzRGFrIRufuKpBT5yI11krOIzCjqEee3aT0OugGbbsBMDcpW5yVGZZhEcGReg7fovRW5Ng7O25RNINcHIjFkptT5MEYapS6M4TnAw8FRI9HCIlIYYEHwcl5prC2MkVYuiV+V1ROBSJLSMUhLUcIcuSodkfEMvxRZSzWEus5c0Gi0x4Ydr7PGejjjYUxeZ+JUMRi8QeO9OEkoppZGUihZJ62HXF9HZgvnaXKWpLrCqY7J5NemfcGmubQmN3HZVCdRa0Oqs2cgZcSk1FaGOnnk3M8mSBTTUpk+SsXYyrU7dhhnsqr3urjHG0Xa6AHrsekGHHS9kELXoxnJr+g9iRRm2W28g9N9SWTXprXAejYqIx8/IxFaC48gxJC8OKapR+ABDDlX1cCC2ad7mzJ2KioqznpUUpiwS5poeoqWf1cqiUljmVQbpQZuqidMnd+Kcwijci4M3ZIQxtqOmRFjV1LicnRgpkpaFPUAZwOc8bBWSKGZRA6A2GjGgIOmjwYhhPJVlI+kAGnUMVipIfEWlmIdQ4wsZKUdm9cI4TRa02D1oG89E4mDRBfgl85NimmkqelMkRKT7/xOHQwrTh1WpY4if6Wc4hYNu+xYsVpT5Ip27mousoPj0nkSmy9Jja00xRD5yHU6YshuugEbbkBrB7T61UVSqE6TuII4GbUWvXdoBo2G9Fp3OGr2wFhYQhsgY1Iz0MYaJCo7Ka6pkSr2lRz5iOmj2chtzNhg33QeB5zHgWbApuux4XrMmh6NEl9r/Ujeo7EelOwO3qEZnNZXuqLuWIaVU8/KmuNILBmOpd+j13iDZYdAkkYaIMZliJHSUbRQ09LS0TPxOaxw7lTsCVTKUHk+YdQ9RlOwS8eKnZAoFI4VpCjhpvU4oDIkctSLDLkBjR1knWlUC8iRwn5waLzITuR2MS27C4RFYLSW0HhCEwwadilSaAo9uvrg9DJSmImuQz5bMe4H2YkizlOntbYA4LW7sNEV59mgZwhhDYSWLFyKFsazCndqHFU4t1CkgBf3OddrKtlWQnig6bDZ9Ji5Hs4NaW9K+1IoHDqDgxs0dXcoa6LLHgE5Ehob/wzMGHQ+jj28ZjVItDDWFvqRzMrZkqdv99H3v//9eOlLXwoAePnLX47Dhw/jrW99K972treBiPBbv/VbaJrm1A6youIMQSWFR4Xl1FH5aVXKTqwl1NoosuoHldqo7BcdH0zfaNpoWUNYEsLNggyW0Q9J5xFjt3HZKHTROIyGr4l1hVmBc2EsRmPYe5uM4n5wcEYiCtYXXdG8EjdYADE1jHM3U2ihO0EeWoskxe5SX+kxiBdbCWJMIZW6Bk1hITUaU22hmXQixQpOuCr9rBLHU4cJMYw/adOG2HE0tXFH7tQb5SX3FyyPaSmi6RpJl1QxkY/SkN10YnC1zYDG9WicGrQ2R9TE+MqkcOgbLEwjDpVkOFKqieoCYRYICyVtTbC5Bgmxjf0ksr3i3kxTzksjN85zVuwFMXKz6QYccD02mw4bTYdZ06NtxKiMziCioCniKufeYBhUrq2DG5oUkSilRmRYjUtbdj8s09EMHFt4OHhy2rhC5h6JIWtHQ44GppyEJuSPNAFgpWxWed0rRjH4IuqemjYVjVwsO02LtEs6JzVnsgEbJkejN92AA02vpCWvs7EMcXaq6Brr+iZlqMR6wj4YLAJh7nO9vCNZR1ajhAQ9wH7HSRNiDW6KFJJFQ8VcjBJCI/Iy0zrISGAHNnBBdHVOHSUsjJzN6AxJTSTnjsISicWOSzM7g+0opVXSv2Nqu6SNHnA9DjQ9DrYdNtoObdOhbfqkt+XekZDCQnZt72H7dqzPAXHKxN4ADAw2No5DajAVjwMZSPYZr7WFBgOC2izEYeSEPV3xspe9DK961avw7ne/G29729vw+Mc/Hq95zWtwxzveERdffPFaQrhYLLBYLNLPN998MwAghIAQ9kaCQ9AOzHt8/fHgbL3Wfl+vzm1nVFIIYE8bXlFLSPrztFHGUj0HsmLO7ak1jYdtinokQkjLXUZnMTpYFPrPbMCGHbDhJArSugEzm723zgkxdG6AdT4rbRNA6nmEEi1mIVshRIPRwg8SRRgGh2YY0NkGVj2TloIavLldhMCqN9Fkg5IJzCzNrlnonk+1SA5WowuxUYWBQ2pQkTzFQaOFuR6Ji8+MUEYPo66uhuSpxTiNGEVtUJKbSWv3JZkZpbvFKKFLEXVXHNESmy6Vxtamy4TwgOuw0fQj0tQ0PVwjMmKsykWMdARC8BbD4DCo0Wv197GzoteOnbEzaeMJLcnh2GLcxk6PRX1USoVbc7+iIU953g4y15QeW6aOFoTwwGyBjXaBWduluVnnl+cVrBjsvYPrG7i+SbVLZkoKY3TQGpmzNuEYOB8pMLBFgyBGJjlYHuCL9N+AQffAmM6mn3nqxlom1q5Ksq3EcG/QLJWi82hcezGV2caShcnaaqIs2axvNgxL45MoQ42ss81GiMus7dC0GtFyA4zzxTpT8tI3idiAcgQxys22NVoTL8dWOCVQcdzy2a8hhuWZjIl82WJfANoySqj7wUzLK4yRsgTPhM5blBkAEiWERDCJUvTfYHx/V38KxbiUjDs4uJQBlPV6zGKQe7vA5myOjdkCs7aHa3rYuDfFTqnBwHsL34sjR/YlLtLaC5kddREHvJEuqwMZDGAMyPfbUwOLHl6dcMQDYpossc71NE4fZWYcOHAA97jHPXDNNdcAAD73uc/hD//wD/HTP/3T+Nd//Vfc4Q53WHrfVVddhRe/+MVLz3/+85/HfD7f07VDCLjpppvAzDDm5HZoPVuvtd/XOxfmdjzXqaRwJabpb+Pnykhhqi+I36d6joIQlu3AeZxSYtVbG5VZPH8wGbrpIZ7bmQ2iqK2kw224HjM3oG16tE6jBBoJsY2HTZ5cDyqN32T9UYqMsM+k0A8OQ+/Q942k2ZkGXVH4njLe4p+BHHctkUCkiEJKOTPSGlvOSrKpFsmSJJ9JFzSvXsqAcS1S0LqGAHBskU1yyP2o3qTi9MMqT/OqCPs4dTJ52tmM5CVH1LPjJDlQNCoQu/htWkmr3Gx6bLSLZMy2bQfXKnFqBhh1msQOmMwGYTBwg8PQFYYt9HdBvO2LYLHwsSOoyi5pong0blGmm5XzX12HNIp8FHVIZZOptAe4QQz1NhuU7axD03Zw7QCjRiUKY529gR8sXO/g+gGuGzSLYBxtGDepIAyWJdJgCK0eJ9AQYSBx9GQD0ykhzPtfgAe4PGIgp4xmp47ekyrKx4Gizi6REll/NtbnFs7IHCVcJ0cxSigytNnKWivXWdP2ME12rACyzsJg4PsGzrVJdkRuLDpvsbAWG8aitfG8XY3IlanX6whhMV9SabGFLi3nIaUWeT+YOWniYoycm+uD0UimrPeBCQtPmBmr90SimLHW0ayU51Uji2mtFpYNXIrGjvepJMOzDpuzBTY25mg3FnCzTApjLX0IBmEQUmi7AdaM08PBwPQsw8FIJ9Veo54NA71GRx3ne2fYwZKFZ9l3A2cHXcrSOU1BRNja2sL111+PO93pTgCAu93tbrDW4rzzzsPnPve5laTwhS98IZ73vOeln2+++WZcdNFFuPDCC3H48OE9XTuEACLChRdeuC8G/9l4rf2+3rkwt9lsdsx/o5LCPWFaXzgx5FLUcFzTYYroh0nGkno0Y/oOjNQSGiGGQg4xOn4iRgdmsT5KCeGm1hBJ9KPLUYLC4LWNeHGNG1aSQmbJ7YyEMAw2KR7XN7DdgKFvcvpp2eZ+RApjIwtJEQoFIfQMOAY8ETwZSWuBppxhgOdMnKMRWRo2yXjUiCER6RGGk8iCaPYVn1uNPOwfaIcfS2dLbIhRRjhW1OCqIWtZY09URDdUVlIDppj2pnKyoQbXRrvA5myB2azDbLZAM+vQzDrYtk/ygcIjzxoxD51T0ihp12VNVB8sNrzD3Fq03ug5oRopRDQiY/p4Xsdr71pMhSsyC9J8C2fRrCC9G06in5szMdQ3NqNBKXMzTZT5SHYJ7C1Cb+E7kW1jPciw1i4V6X/lWaUc5KuRVLSBZSwDExwTLNPIMLdshRzyoM1m9PPlWKcUawhVjlMKaV4wNeJ/dMjyI/KUdA9lMmOLdWWha5WQ1lfsZB3LE2Idblpn7QKbG3PMNhZoN0SO7KyHbXqQ83mdRfLSaQTRcK7TDRaLwWHmnR4Vo/WyVJKvMrqOpQj7KBqn8iJR0CgrpHMpnERuwEbTa6OpAUbHOgQDaxxA0CihkaNrvDqe4riClDvEtNZU2rDyw4jjipFCm/aq2DU87lGbTSHDm3NsbG6j2RQZXpLfYBB6J7Kr6eFkGCAeHTeTGmBZOcuwZZZzhg3QqzOnj7tMJIbkMCA75JLu5ZzyfbriyiuvxDOe8QwwMx784Afj2muvxUMf+lB813d9F253u9vhK77iK1a+bzabrTSejTFHZbwT0VG/51hxtl5rv693LsztWFFJ4VGB0pdx91FNi6Oxsoo1hVEpxyhhVs8GlrJyjoZfY+Rg+vIcwuTxdD4Rwg0lgvLok+fWzSQSYpoBtlHj0AWQRguROi1CI4USQWBvwYMYw7538P0A4xrYLtckZs9krEnMEYVgSVNFWb2VnLyWXsmhJ0k7ywpJooVSiyT3yMBCupF6ICnfkAweTg0qvH4cMdrAxc/VoDx9MIm8p1ohKv6VDRo0hZIz0YhRwpw6OpGXiUErhLCXtNG2k7SsaMxuLOA2OthZB9MOYtBaj9h9FJ4QBofQOZhFm1K4ygY0nXfYGAZsWIvWSjt/V0YW1OOeuxUupzqP7w9Sw6ZYUympsoSGyjnGekmtk9S5bWzO0R6Yo92cw210MNGodAExVRyBRL4HB7sYYBaDppUXB49rjbEvDUyts+qNNKro1fDuA3Tv0qiDGpilAyw6x4I6AcS5E1NpY3pgKNbIqrpCrHi+Yop8cP2KTBXOjZqWU7BzZK2N53pqrfpGihIukgzNDszRbMzRbC5gZj1M24tjxaheUPJiFw2MlT06ZqP0g8NG32A2NHqMEuvZunKAvA25Dj/u/Stmmr7mGlw72hskFVY6cicHipP9wNkhpVz6YGCH/H1vLebeJllzBsnRk508UfevQpG+m+Nw8jcModHoZWsCZpFwtx02ZnPMVIabA3PYjQ6mFbIdI4XsDXhwMIsGpmmzLgckkqidhX0w6J1Bz0bqng2ht4wuRLnllObuYJUMymh9Wi96LNTofODTE5deeikuvfTS0XP3ve998cxnPvOEX+tf/uUmfOELW+lnZsZ8fiM+9amQ9vkLLjiAu971Nif82hUV+4E9k8IbbrgBv//7v48bbrgB97znPfGYxzwGGxsbJ3NspxCTlLeRAijSRYvn0j+a1kjFphnqpeXS2BUj16rCyBEBUZTxHMJo6M5sNgZnTY9ZLEyfdWg1pcfpw0Zl3fagxudoiA2ivOPgQ44Usjfg3iL0DqZrxHAc1SPyOMqoBl4ihXoosbfinUz1DCznuTkCBiXBng2GSXQh0NhLSTCaQlo0nEkRQjWyV0YHqwF5eqAkg0hyJM7/6TEuRaSwkBnLMeW6cKCYIqJuuCCEWUZmbpCGGCUh3FTSdGABt7GA2ehBjcgHucJR4gmmtwhdA9P4nBZXNtAYGiycw2xwmBmnxq2scUuUZDxHbDRSuFRXGPcR+b3RaInlZWOynOOsdArFuR3YFoNyM85NSaHRCwYC9wamdwhtA2raIu1PSWEwYNbuw3ocTR8MehuEGAYepbn3TAUhzIZwrqPWDqSgnA5OJkX98zop0ml3Pci+Yhm5Bi85JxMpX+NciZHtpHNy995RNLrN62xWrrONBcxGBzMbQI2SF0KWn7ZVp4SQQu8tur7BRt9iox+kW7ZxmnatUTnEVNdCZtYQkmXylfeFhkrdOeRIYdOhcZIyHWscSSNtMbW1tRatsSmt1RIVrtxyXJiMjeJGl8fFFo5s4cgSOc7RS92fIiE8bxtOZZhmQ9bXDMAbhN6K3MZ6YSA5dr23xfmQBr036Iw4rDrS/clIZNiFov6ZJVJoWLurco7sp4yOfSKFr33ta8HMuO9974vLL798X665V/zLv9yE+9z3NzDfHtJzxgCXXHIYH/zgzYi9PTY2HT5y7Y9UYlhxRmLPpPD5z38+vv/7vx9vetObcPe73x1XXnklfvu3f3tP733LW96C7/iO7zjmQZ5cTDc7WvObVa+jkXGrR7mviHo4rY0q/8mmbGMKD6GICMSvIZ8/GLuMxvPIlBS2mhLXavTDbSxgYxRk1oPaAdSq0esYZKGnzWOU88keQE/gwcB0DqEbEJzXCKMajmW6KEuNSI4qUIoqDExS2M5G6pCCKiMGHEsdkmUepa+U6aMxsjAmiEE9llJTmCMNpXJeZUlWkrh/mEQEVzy/ZESpDCWvP0VjNq+F8tTCJC8GasxmQytGBmZWzvoSGRFnSbuxQLu5EGP24Bx2sxPiNPNAwyBL+VSVwODegxYe5IYUQQzewA8Os75Jj3hGaFNEPBxRGnnuojid93Kac+lMkpQu3R+M7A2SOaAOorgHqOw3mws0B+dwB7dhDixgNgagZZCjfOkQwIMHdx60GCRzoCC8ZRfiwQshjKSwCwatNegC0GikIX4WlopPjE2KTGXDMh/4PU4PHUdQc4S/yuzRIropMyEkTUU2o301uini2mpM1juyhvN5t21cY01XrDOJZOV11oNmAdQA6ZyHEMBdEL1jxZHHUXYWLWad1MHPjMfMBDmEPUYKo9yk0oFyhhOZ0ciogRHypfWRDXGxJ5T7gZBb1wwwJOvee5uyAIZg0Q5OxxRyrX9c32wxStNdR5RSxDbr+igrUYbbOKZWHbqbCzQHttGctw17cA7a7EFtADWUg+l+AHVenVgamY1y67W5T5DjKjrv0NmANgS0gdP+NHJcUUz9lvsXU9eTvKZGM7m37clG27Z43OMeh2uvvXZfrnc0+MIXtjDfHnD//989cPBCCYgQAfe6wMB9VQAzcOTzc/zf378eX/jCViWFFWck9kwKDx8+jK//+q/HH/zBH+Cxj30s3vGOd+z4+oc//OG48MILcZvb3Abvfe978Y53vAOvfOUrj3vA+49xPHBcTFdGEotIYawPQqztEDPPFB71UV1HbH1tIAfEm7yJJ2JoIjGUZjJSQ9iLQlGj0G0uYDcWavB24mlsA2hWWNFWH3HsUm0PGrx87bwo9Gg02tzBMN0J7YSWowomeSgHo8TQEBqtZUiEMEQCTOgp1yKlyNDEQ7nczp+SaSAGZPkZjYuTagrp6Yj4OSoJpNyoadypN/8rZUUMGSQDq5SRaNDOrEfr/MRxovJxYA53UEghHehhNoMcytY4wDmVY5WHTmXHdWl5BW/ge4d20WDWtdr1tyCFuraTcVumkO5iVOVoaZaH2B1yOtdWD7huW6mNbDYWyVC3581BBwbQJgFtAzgr7mwACAHUi2HJTZ+jENA08Nh9OJ5P6i1a79B6j9ZYtBTQGkKnRrwzgA1QI1MJYSKGJQWJDh7dIzmTwJQOXnngcULqc5ci75oKGPWPKR0rSS2wEqkwckTOnDYv03XWbizQHBA5sgfnMAd70CaAmRMZsrrOvAf1HrQ9ADSHDQQ3ODRdg3Y+w2zR6fFJkXzxWG6KvX+93JS1+zmTwOqcJHvA53NJtQlbO+u047AcaeQHIYVydqdLxzvNbBintVKm1bvWByf3jknvSNFYKshqbBC30en+tJD7el4HOgBgVsovA70HdYOkvFvN2gmUajiHwaEdOrS9ZDAsrMPMW8xNSA2FYg2pyC4Vuy2N9t7R8Vopzfvk4wtf+AJ+8zd/E23b4su//Mv35ZpHi4MXbuDwlx4EABAYm4cYh5vTO8W2omKv2DMpfPSjH40f+ZEfwVOf+lT8r//1v/CVX/mVO77+93//9/Gf//N/xrd+67fi4MGD+NVf/dXjHuypxZQcxudM/pmyosqbahkBG8UPCiMXIyUtntuAhgoFbccKTlqCS6TQbXRwmwu4zTnM5gJms4PZ9KANiMJuHdA0Yvg6Cxibp8UMBA/0AzAMQN+DFgPQeBjLUsgea0VQRBRY29QHgzYSwmA0Oij1R416KIcAIYFqRFrCJBYknsohdZ4sPbKxQUVBDKk4BHvl57SqLqmmmO47kozEH6n4riT6MUJYkEPOjgILIRk5fVSNWRInSnaeaIQjOk4SaZIIujswhzk4hznYgQ4C2GiAzZnKRpPTxL0Hug5YLECmg+UOCCYZts2iRbvo9fBuL7Jqgp7lGSOF0eFRNJkhs/5ICsprW9LODExyFInhXmYNyPzEyG02F7AH5jAHFqCDA+iglXnNWplXQQrRd8CiE7JrPSwWRV2xzUfS6Flo7eDQWIvGRyOZxXFFSIQ1Rx1MmnNqWAFbkMG4VxaOHi7uQfoa3T612cyekWQtRt5zs7PkkCyihEadkVYzVLIjMkfbWyuOlaYV4pJ0TCSEBwk40ACzGdC2gFW9EuXHzmHQA34B7i2aeSPkstHjk6zPa8qIXjBE6kzRNM2RE7aYq843p5uTki/SPaHIsonkSzsP20Y6cjMkzRUESZceHFrXoO09GtL1TgxropaP6ZSFM5inQyv2tHj3y2ygUo4Lwu0257I/HdD7enAGbGwI2Y412H0PdAuQ60A0ANzB+txRuO3lGKlZ36MbGrR+0PRc3Z+0htSpzRHXQXIaQPbdcWMojcjukxg++9nP3p8LVVRUrMSeSeGjHvUoPOpRj0o/d1234+vPP/98/OIv/iLe8IY3oO/7Yx/hvmMd0Yhfc8pT/lp4aEf/TNpozfSfbsjJoCJxtEYDMKbANGroNiUp1HPWmlZrCDckQmg2F7AHOo0UGGDDicKeteBmpqTQgY3Nii0EkPeSmtJ3osydKh7jwaZDLHRPxqN6JiWq0MtB99ZiCB59sKqAgtYu6LxiRMEAhtUwYTUbuezWthwhzHWaQsITIYxF8KkYHqhk73RCISPRuFuy72KEY+xQiXJjS0cKEUwyaHJUPRqBWUbE4GrUoHUzMWjt5kKNLgAHW2BzE9jYALczcEGeaOiBvgNp9JB4ATN0sJ2DW7RCNEeGrVeixGmMMXUvdc+lPcUKy11DaJXuBzLXgMZ4NFbOIW2aXhrmpLkpITy4CRw4AJ5tgJs2z8ur06eZA3YbZOYAD7C8kO7DvZOjKlqHpu/R9o1EJb3D3Hg0Ro/PMZwIxegzQUw8KwzMsjZpsleOI/3x67oU8IqdUGqdMlY1kqcVDsm4J5dZKY3xaPTM26meMUmGCDhvBhw8AJ5tAk0LtmJOkB+EvFgL4AjI9zBdB7vRjWXHDCnKbjVaGGPlqxvMTGZM5cxM3hcS0RyTwqbt4eJxLdaDmWDUQeq9RdM4tJ04ekTmMCKrMRJeNo9a/UnEVZ6dO5IGHkYy3DZD2p/sRgdzQJ1VhzaAAwfBG5tZfgODfA9aLAC7BdAWiAcY38H2Dq5r0MwaNF0re4Mb0PSyN7VkJRqr97nMuEgyyzJeORZIZZamjpyTg2EY8Ja3vAV/93d/lw6Q//Vf//WTdr2Kior12DMpvPXWW/G2t70Nn/70p3GnO90Jj33sY/f0vsc//vF4/OMfjz//8z/HQx/60GMe6H4jmXBr98LlX8TNs6wnzGQxp8OVNR0mKTIkwzIZuyakr4316UB61wxy7MQsKxS72cFsKiE8YIDNFtjcADY2we0GuBViyFY9j9H7yF5JYQ/qO1A3F2PYWoDmIBpA3MPEoyviWWdeCtubwWJwAxrv0PhoIFvxsgadR8gRUVFEObpgtGYhpQ1FL3H0WEaj+qgMwxoJPF1REn6JBGQTNkbay3+kK6CMqmdCiEwIozfcejROz+osDa6NTiPoATjQCmk6eBC8cQDcbgopJEnTIt+DugVgJMolaZc97EJqdV0rBmajZ541NkfRSmNrbEDuZf2WEYa8R8RoaM4cUKOvjU2lOpjNHnSAhBCedx7CphqVbqaZASxpfcNCOhcaiZBQ2Aa8hx06cCcdV5uuwdDp/OwAZ7xGQsM4UmgwIoRGnTNiYKoclw6zFH0Aysj/qohLxdGidD5IhspUlox+RobKaNFY7zSJtHg0zZAcKzbK0WYPc4BFhg4eAB84D7xxUBwr1kHCbgNMtw0YA+IA6j3MvIfVoxbiObpCvkJaT0bXUUlmc8R4jOmeEddfOR9JTxUClvcDeURSGHoHZkIzODSuQePUCRvXO9m0vlMDFnVOrgXl16UKab3XORor98C1vTh1NxegA16cVQcOgg8eEhluZpphEEBDB3JzkBGXCoUtmH4AdwvYroFdtGgW6gxTctvYmMUQo/vR+UwwxBopJOSchmmmE+nZwCePFP7ET/wEHvawh+H666/HL/zCL+Bud7vbSbtWRUXFztgzKXz605+Oxz3ucXjAAx6A66+/Hs961rP23GgGEFJ5ZmJ95JCUWEWDJ0Y8MFFs4jXPBCj+pjRyk3FlCgVNEilsjIczQyKG0eh1bS/nRM2i0eslQripRu/GJnjzgJLCTbBrwa4B2ybPgT0w9GII9wsY1wDGgUxMk9mGCT0QesAbmMGKZ7K38I2DGxzcMMjDWjgfkkfUGQMb1DtpABMyCTaE0R0qyfNyxDXf03xMRYw0rPh8Kic8DTD9XIqfKXuep8ZdKSHjCjsURElLY5MxW3rgfSKGthnkLMINMWhpIwAHHHBgE3zwPPCBQwiRFDYb4JIUNtswRmIWNGiDh/kAuyWdfV0zwOmZZ/H6IstCDIkACkqUdo166J2giVlW7A82Oop0fq4ZYFuZn9noQZshyX04cB7CgcNCeN2GZAYAoDCAui3ANhplifXEc1DXw2x0sIsWdqHzc4Pcy/jwITms4jzj52GKKM+yPMdPLxLAHM2CyrGauce76M5ZEFDU5xbxQo30lIb/VN8kOYqRLBvlaNB1Js4V0TEDsOlEvxw4D+HgYYSN80SGbAOAJdLuGhgicUQsetDmNsxGL3+r7dE4n/WE6oecPhplZndnICHW7k5KMUyAMyor6kyN17Ztpw1wCGSCdEYdHNxCZNrZYlzEUk9YENa9OngyEZ+Qb3VelTqcNjS7Z3MTfOCg3teD4GZT5Zdh+gXIHYExBGJ18vTbMJ04rNy2nBkppDumtseoZzmfOKYomZM6wsJxV0Y+Txae+9zn4s53vjMe/vCH4wUveAG+67u+64wKIFRUnE3YMylkZjziEY/AxsYG7nnPe+Itb3nLjq//+7//e7zpTW/C933f9+G+970vbrjhhuMe7MnHThtfNFyjQVsQw8LAHSXyTNLixt5a+QtJmaEwAA3DmjB6OBtgVcHZxsuh2s0gx07MemkqswFJGd3cUEJ4ELx5EGF2ANweALsZ2LaivFP6qAf5Th79HLBOU0ggiicEMRy9Bw09bO/kDKrewfYDXDdkQ9WEkaLPSgiYEmADAhFSCqlhGqXcxfuXognJkDQghKJbIfJr1nYurCxxP7FsQKyTq9LwGEeTsnEiSzXKzKr0URuj6laNLedhnciIVRnJ8jEDNg+ANw4gbB5E2DyE0IrxJR55JYW2FXkPIaVV0/YcZtbrofe9yOKSASkxhNxeJpOjPN/19ywa8lESEiEsjPZk6DYi+2bWgzZI5f4AePM8hM1D4I1DCM0GYGJan87LOBgAHDxoGIB+AC16Obdw1gvZLEih03Rwm8ivHaWhyZ7GKVJIxdxNmn+xN66MDMqGmM5EI0yOmqnYGQXRnjhYDGdZSvqnJCsrHCzOKpFyUYaGQoZa8OYBhM3z9HEbcHtQ9AozyHcSeQdghh60mIM2FjDtIE5MJzV9znpZV0WEfSwzuxPC8rWiSzk7Vk3eD1yT52HaAcZ5PS+TYb2F7WWust6jLuNCZ032qB3GNnb9jgmrpSzD1uqYZj3MzMt9LZw6YeMQQrMp8ssMbuaa7iqE0PQ9sOhBxfFTI7lV2bVpLpycaXlMaovw0t3M5FDl+mThzne+MwDgwIEDeNnLXoZf/uVfrqSwouIUYc+k8DnPeQ6e/vSnAxCP5JVXXrnj63/9138dL37xi/ELv/AL+Pmf/3m8613vwhOe8ITjG+0Jx143ur36ybLxk+JgIyNp7DdPnjqKG3X22lrK3r3S62mdT4raNnoOYSudEjHTGsIYIdw8iLBxHsLsoCjtZhNsZ4BpkgEM9mDfgfwCZLcAkqhMAGCYQSFo2tlcoiVtD9M2MN2gY1Glaz2sKlNLQY1GmYspa60QjXwUCoiSMVzWl40I9h7v/frGFFNiWIniicU6wkNrvi+I0ChqqBRxKbKeCaGQQ06ESR667oxEOERG+mQE0kZINbY82xRjduMQwsZtwO0hsNuUNEsOIg9qfNHQS0r19haolbPDTFOs/bTmC1JINFm5tIu/qZx/fleUl0yEGdZ4WCt7gGkGmEaOBEDrpD5y44DI/OZh8OwwuDkAkGzzHDolhSr7foDpO9BiIZGKufw90/R5firXI8MyzbN4xDEDI8M+kZWRYVk6dNatJU6vrM1m9oBUs1pIEUX9U0afsyzF9ZV1z9gRGR0rIkM9qPXAzOo62wRvHETYPIywcVtwexAwLQCA/QJknDhUujl4dgQ0O5JlR6Ps6Tp6/UjsUqRwbdo1jb4r94jsRIlOjGI/0D3Btj1IG80QGOwNrGsKPRadILLWx23OpsdkrPwwkg6L95viuKLDV8mqaQZQOwAzSO3/bBM8i3vTbcHNQSGFwYPdHDmVdAB3c9B8DtKjp+K9TaTbqE4u5mLBySGQHG5JWqeRwnI97R9+9Ed/dF+vV1FRkbFnUvhVX/VVeO1rX7vnP3zDDTdgY2MDP/7jP45f+qVfgvf+mAZ4arHeoF02cItU0sK4XU6L1OepIEfl90Aih6OIoUYK48NEhdJ4OQ9qRmIYzlpNF91AmB1AmB1EmB0Ct4cAtwlY8TySkkJGAHwHHrYA4xCIAGYYZrAfJLW074FEPj2MGzI5dR4mKlITYKJhQVHZi6ImTKKE4FTfEo3/KQUsjUqQGZ9pTdDo4brPLan8Y/3wK040imYFWV4i+c9fV0kPRY92JISARqdKY1bWobFi0JrC6KIGQNuAZzNpwDLbRJidhzA7DLSHAHsAZJw0MfILsHa4Df0CZrYFms2AdgvUBCFjanhZK9eOJLWU6eWox25Gbn59aUzGeZpIfNU5ZJyHaeU8QswacDtDmG2KE2h2GDy7jczLtiLroQObBgFCCGlYgLtt0GwbaBegJkdR8vzyHC2FtDcZle3p/jWW4hwvTJkWrNJdRAt3JojTe1SxHqucC+OEfFlTNCaEmDhXTBjrGTeAmgE0Y6B1Uj8425T0xvY80S3tIZCVs9tY5SeEAbQ4AjPbANoG1PSyxpwXGdUGTXEMiagw7dLXZHm/oOL9BoDR7AFrZT+Ie4HoTDkUnuSIXpjB6jx1vcd9RNd4ylTIVC85L3f7NJJzJ8kLp+hdvLfGeVBL4rBqNxA2DiLMDoNn5wPNQRA1YO6BYQvMDPY9wrAAzbdA7RbQbotebmVfMtFWKJxVZoXMTh2zhkvnTXYqRNmtqKg4+3HSDp957nOfi9e//vW4853vjEc/+tFwbs/88/TByn2QVvyfit9l32V+hxn9htJmPFYcdqQgsyFoTPGwAUaVNbmgX1nPsmikmUzbSo1He0AihO0hoJGHaQ7BOH00h2HcIVAjSp2b88CtRBZDKw1q0GjL/saBGgK5fHguOR1LHNfE81s+LDEIXBjN4/lPIyv5EObiro8U026ezKrETk9MV35EaegtuwiSnCCTEKLSmFUnSlyPJsqGrFPpB98A7Qyh3URQ2UBzCFTIQpKH5pAavAdUFlqgdaAmgCIhi9eKDhBMowrHtgbTrAvjbTRHM94DyJEQ3namcn8Q3Jyn8q7zUtlHc57Kea6lROxM3HDaU4xdLdNRjsWgLIzMOG6afG5MGihdvhuUGl5VWT1eJE20tEfKzzmBNMtQfmjk17A+QnKuGOthmrjnQ3VBKzW4zSZCe54QwuYwjDsPxp0HcrL2uDmo60x0CDUQ2bHZkWhM6WgodcE4WrXz3KPjqCRghSOlILhJdzXFQ9d83Dus0fdqlWt0ai6vYloaR37lOA8m32dOjlNTjAmNBTcSKZS96TygOaj39CCMOwxqDoPbmO4uXZPRtqqbGeSGvC/Zsd1gp4QQyzp4qo3XzfNE4z3veQ9+8id/Eu9973vxnve8By94wQtO6vUqKirW46iZ2jve8Q547/HoRz96x9ddfvnluPzyywEAX/3VX42v/uqvPrYRnrYozdWiKH7URMOolxwpjZSm7xwZVUVkANHoYvXQ5w2ebEgHy8vp0UoK45ETzUybysykVsrJw7iDIDODMS2Sd549AlkEkHghwwC4DnBz+RtNK91InQNsB3Kcrm2MHGwfDWNjxkSQpkYyYaSExrSuuDfa5W18n1XpajMOrvVGZySWXCoTj/tKNwtFIkhpDZVGW46mBRBxISNRTgLQWJEN16hsbEhqVnMQ5M6DtZsAScpoCA6BPdhvS8q1awDXqgyIYUs2rveQ17uOg2i8Zncih+l3S++JhnxMuY7XCCA13Ml5wHnIqdQ6r2YmKaNuE8YeFIOSHBgMpkZkvBnAwzbY3SoGvnMgZ4VcOp/km4xciyjPk6JxiSKygyzbSd4ZxX0o5p+6Ga5fHRXHgqkZPyYlESMiQMVXladIWuIaM0mGWAsQXe5k3WwCzXkgdxDWHgCZGQAGyCLwoDK2occhNUBD4sSwmQwmGU5jmu4GU+dRMceysU4xl+iwiHvBVGeKI0UOr6cQEpHK48pRQkO5at2MRrZurWaHDlBE+xFlQ+W4GJfob5udum4DsCq/9gCIHICAQAQfenCzJftSI0fpkLOyL+melwnhNEqojllk/2o0V6SmUO0UKiOGx+fg2gs++tGP4nOf+xw++tGPAgAe+chHnrRrVVRU7IyjJoV//dd/vSdSeK5g1Wa55BHnvK0mMyluxpP35U2bC0MwKhJWQ00fyfCF9pm2gHVgq8avbaWG0G7C2E2QmcGaDan3ULLK7NOIA3uw6wC/Le91DdjaZDSKOzmALOfrRwPVjMeb5ld+H+dYKvARAVileKbe2FoJeOZhPTFaJT2yTpaN2qlDwURjNq05NX6iwRWNrigf1gJWD6q3LWBn6iSZwdgNlQlpVsS2A1txrsA2YOtA1oIs0lqnSELjtUsDN63t6CTa2ahSGxLjdNPxPlFGP2QvYAm0GQJbJb1W5J6szMmYGQw1EKPSgrmH97M0N7aNkl0LGJK/acPEQA75/iLvTaVxWX6W6VNjGr+gkr59QKllJg63kgggEqeCqBTyJJ95AFTniPNRHY/W6dqJMrQBYzZgtKZwKj9sG7CzIGOEDKlDZawzSvpXkK9dlsyqbIIUyS73BlPKjMwLLGsdcZ6Ux5TuCbIOk+vtEtkuU+Q5jjD+aoU+t0Fk2BrR2/Ge2g2QVX2tziowI9gNua9xH1PZpYIUkgmj/WlMuie6eMVqGa2jlU2hTiye+MQn4rLLLsP73vc+AMBnP/vZk3vBioqKtTjpOZ17jSyeFaClb5Z/teK50WZNACYevUyuxoQRxKLcDOmp8FaMQzJqHDbSVMY4gJxECI2DpTYpL2YDBoPg5XWmAZv4XpsfZPQafqxEdRxRkeaxZ2U0NZZX37rdSEM1KM9erHYMLDtMltdQdqRkoxZxTZpCRsiIg8NasHFJNsg0MKaBIZeML+aAQI00ziB9rZImYaKcDcxCLuOAT9RKzfMsZKqU/ST/KvtpXg4wMxC5NDeAgQAE04JMI681Lt0PsnrooOEk20muS6M9zjXd/9gHGCtSF+N3Y7pYcfIQUy/j9+Vv8v/Hz+ZPZ7zG0lpLzgcDGCNHJBgzkh8yTtYZAYxCfoxL70vriwo9MXEWHt+8y/mM5STry0h0WZrbTmUZeb0DWBrfHlw7q39TvHd0b4kBy8U9MqqzWxhqYYwDkQOzF2eu6mcYJ3XPZEayO/3s0nVGOlkPgaHx51/ey/x1f+T1p3/6p/GMZzzjzCwzqqg4i3DUEnjFFVccVdOYcyWyGD1uR/2+wpAc++ji/xi5Ex8LIUtaiqcvVu2TGzukg3SLg6RRpKoxCETx4GOr7eDlNRyP21iR90kxrSYZjMunBk7bR0xJcEVFiWyMmMnz09eVZLBENDaxvNhWPjSpq5APBkBklSCSOkSiLJhC7lafkrlqXe+WQppftyqtcjrHfAOisTf2KBlAx07kimsT4jmIMg+dX5JxszSZ0X0svh0b33Es49eUc1/9m4pTiiXHyoq1W+zz+YVRb8R6UFlLIjPTc3tNoUOW19dkGJPny/yAo8dIXanM0khfxl9GWY4EMv7qOMJjqXxkeewjYjm6t/EeKdFL5x7L6YigeMiN3G8mW8j8hK1OZHG0Ba4f9DFO9vjxqU99ChdccAEOHjyIL/3SLz1l46ioqDgGUviIRzziZIzjnMXeVM8SXdz7H2FO532tfVmsz2NVjmW93to3Uf71MejPmgJaMUXsFLtbx9j826MxZHjnH5kLozg7YqIsUJQLTQk7mgVc/LVdXnd0fzTRUp78It3HMH627N47md9eRri3Oax7pkr86Y5VZdrrPrWR5KmOYeLJb3Zf+fu3KihfcJ+W5Mo/v+M1efKAZvFgrMN59/t6JuHVr341vuRLvgTXXHNNeu5nfuZnTuGIKirOXZy07qMRV1xxBa644oqTfZlTDjG6jp0dMaQ9djT2WI09ZsrPpZ8pfUWg8pdy2Dx7EHsgeIA9GAHMg3yvj6CP+DPSV3k/ggcF/TkEGVyQFDQwgQONxsJalM7RaI5ziPcmT3UNkTx7lFzF8YJX/sST5/KjcJok2Yi/JF2zLGduxgd7IAwAD2AeJGW0kIcoE1EW5D1ZWEu5LI9GWb0F7J0WLqNM+tKv8XpR9sFpXlnuh5GsM3sw5HnwoK8JoCTvKt9xX4n3tZDtOL+pPGc/0vQTWvdJVpxc7OE+F3pneXUW6yyu86igQsg6gr3KTpSZUHw/ZB0SCh2y4hihVWPgwkV0tDOeUitmjPRVmk/Un8GkdR/114ochL2v3lWOlvJ+p18XRLXYm6jQx0lXI+5JIr/xvor8ju8tj+Q3mwbMk3yeJWfS0kT2OuPjwote9CJYa9OjaRq85jWvwec///l9uX5FRUXGUZPCN77xjfiHf/iHPaeQPuIRj8CjHvWoox7YmY3pZppVXPmKqeJKz+vmHQ1eBkntX1RcQZQZB6NKjQEfRAl7eWDoQb4D9MGhRwgLhNDBhw6Be4TQyYPlK4K8lvQBr8rHKzn0rNeNZDSTw/QAqeFYzCEpqfE8MwFer3TzfasG5dmL8lPOHvJSZspVUAa2S2dJ0AezyIY8lBQGBrwH+QEUBpDvgdCBJzIQHxw6wC8A38tr/SBGm8qAGJAikyGu+Ynhd2wrlvO/ZLxm+Sjnl4xaz6Agc4PvQTp+kfmJrIcO7DtQ6ECh1/MKVcYDgKAGtDcq2yjkGyP5ls+AirFNZhFtT+bR3CpOHuQOByzfax6tI4y+5r1bZEjWWdrfo57xQWQoiK6B71SGFiI/xTrj0AFhoXKjOilw0lscClk9ri0+a4+xLhnrJXC+btabhVOzII3luEq5lvu3Ez1cP4GpPg+cxyJ7VCSFcl/ZL+S+qvxGWeaop0MvhDAE1f0YzS3NCeVj+fMXkR/vtOM9OGA/cN1116UAwj//8z/j4osvxg//8A/vy7UrKioy9pw++vGPfxyf+cxn8MhHPhIf+tCH8K53vQveezzvec87meM77cFiEqafxsqYs3HEcRPmwpAdG5Dye0rGX1DFFJSIhWAQ9Cv78gEx7PpBlLAaskLuFuBhC2zk2AkAIOSOo2CvhuI22G8Bflvfp6Ry6MXY7AfAB7AH4MXgDj4b3iGYNObpIxqMcZ5hRAbH90sGuFrxptfX4yjOMMhnPI0RLH/+U5MkysuyzIT0NRuzkSyFSAi9kbXqSeRjGGQ9DyIXGOZgNwebRiRCG7IEv0DwW4BfgPxCZGEYgGHQAImu/yiLkRiC1Bwfz413SPeK90XmNo6P5D0BE8JLmbh5NdaHQcfZAcMC8HMEf0TqkniQK6mcw8+BYQEaFqBBCa/3gGewt8X8TJ4fEwLMyPFTyvH0M82fJYs8j0T86I3qir2ilB7RT0nnxAfH4DkhMOfPMTkA4p4eSUaxzqLDsZf1w8McbLcRjAOzrP7gFwjDdpafodM1xklnletK5LfUhcV+sMteP9ob0vwK/RPyWk5RQW8AYplr1KHF6yJhDUmeKcnmrk6NYrxMUabzXpXkuNDj8AB8AA09zLBA8AuwnyP4udQSsgM4IPhtsN8GDXOR3X4B9D0wePAA3euy3Mr8M8FNyQDFPjq9l0F1b9qL9kkkb7rpJlx++eVgZvzar/0avuZrvgYXXXTR/ly8oqIiYc+k8Pa3vz2+8zu/E/e73/3gnMPP/MzP4G53u9uu73vlK1+JBz3oQXjIQx5yXAM9fTA2WQkmqdxyE2UqlYhstlHBlYqiNHITCSyUh2cDzyYpuKhIgrdiwA0G6AvDsO/0sQD1c5Ddyp3KmBFYuowSWYBZUlJCJ4SwPwLqt0DdlrxX/5YongEYGBgseLAIg1x/rIDi92ZEBpMBj7HyDsg6J9+tIA8emdX6oui2je8uP5GKMwFZbvRzZKh/ItMLWQOFYZuMGC4MSIJXkpQNwGwIhmh4DhYYCBhUPoZO1na3DdPcimBnCEQgZpCRLn/wC5GF4QhMd0SNr05lgNL6D96CmeDjdQsZHlPbvazQMTGOX5mzwRw4E9EQ9PqDFYdN3wO9zq0/Au4Pgk2DwAzSowI4LMDDEaC/BdQf0T1ioTI+gAcGR7kuieHIyYP0NX0WI4IYHWE675IQpnlO702V4OPFclyw3DnL6HMmUaUDI+sagi8cAsHLWsdggMEDfQ/q4rrZBvW3gG0rMmQGuVpYAMMRUL8N022DOiEv3DN4MGOnQ0kMsU5u1jhUuJxdXoeZ8JLKjOrMwSEMVs4o1Ndzoc/injFywCR5npDVFWMa2wGsNoDq+xhRZ5XjYlzcG6D3om872Zsw2wLbDQSQ7ksDeNgC+ltB/RGYfp5ldxgAD5XbYh7BpM803uN4n9NnP9pbV+9ZeyLDx4GPfexjeNaznoWnPe1pICI8//nPx1/+5V/iiU984km7ZkVFxWrsmRQeOnQIl156KV72spfh1ltvxQte8AK8/OUv3/V9n/3sZ/GOd7wDH/jAB2CMwVOf+tTjGvC+gnl1O0H55eT78YY6Vchj2gMlaJQy2xiSmea5JIRq6AaCDzYraVXUnB4G1InCRieKxbgGsA4gg0AkSioMcg6haaDxCUhaqJxNSP0WTHerGMKLbdBirgq9AzoP7pEJYVSkg5WxeZuNinL8xfes801REc40cOqHLQk1Rt+Xt3+dUVkNzdMSzEXHveWv0SEgP8nXUKyPREogEQ6GOtkL50mWk2wEcm/BfQD1PWixkHXdboGambR4B4PdIB39wBLh6G8BLW4FdYUcdAO4p0QIQ9DrjQyv0gmyyphatS6XDbAALgx3SnIlczQIg8l7QA9Q14MWc5huG7w4AnY3g4lkXqaRa4Qe6G8VGV8cgVlsgbo50HVq8JuVRrIPVomCynQaU3bPyD7GIwN6/C8S/WLOIydPxfFD99RUMjb9JCIRYJUhrNir9XMORvd3WROhdzB9L+us72SddVtgN5MjjMBgs5AL+wWouxmmuxW02BKnStcDPRAGBz9YeC9rSta06L643sNoxMCq9bGC7iZdGueT1qzPuooHh9AHrZcncO+SPPsk0ybfE2Cko+NulPXP8sim9z7+jSTDgeB9vL8O3Nux7u6OgBe36LmiHmycppVug7pbQIsjsi91c3UGeXBvEHqVXSWGvnDQZr1ctAfgnGg8vedLpPwkiujb3/52fPGLX8Rd73pXAMC73/3u2mimouIU4ai6j55//vl44xvfiMsuuwxHjhzZ03ue9KQn4XWve10iAWcuGDt1O1xFYOS8pqBKmMcGLlAosTIdLpPDZOiyxeANBm9FoUajrXOirDsH7gJoMQBuAXJOo4FGikaZEWINiN8WI5GMGmU+1RBStyWEcK4G42IbWCyAhZLCziB0Dtw1Y+U+WAzBwHs1INlgSClnkqzKOq+kjKKS5alSCinhaaSYeDdf5Srze6d3nMlr8XREvJ976wi6yqhD+QwBgTOtihGAVB44MWgjIfTeqIw4hF6M2dA5mEUPLHpgsQAttmHamRxkT1au4xdyphoHlYVbYea3wMzFQYKuAxYB3LXyN1UOvTcYQhxHHCcrac37wJJTY+1d0TkzL89VjXXvLbx3aW7ckRjr3QI034ZpjoBtIzQsdGCSbZ5CL5kAi1tgFtnxIzLuETrZU3zv4FW+h2i8B4NBIxy+mGs05mMEqtzjpp9tTC8Ue3pED9espd2eq8goHZPRuZI/jTB6IJH3kD7HTKREjpQkDQ6+c3CdA3fqfFzMRYbmt6ZzMYW8SESa/ELl52YhhfNtoOvBnQH3+jeLdRWdPT6uo1H5wKrPfTlJO+lSYLQnDD7rqKgzyYRUTxh6lx9pvducnZOi4tP1vMrhM/48khwzijlGJ0veo7i34EWnDqtt0b/uJjAREPpECskvYBa3wCxu1X1JZJcXLDq5a+Dj3pTub5ltVEb5Y9SyqECl0mYJKtMhzedk4VnPehauvfZafOADH8All1ySyGFFRcX+46hI4c/93M/hj/7oj/D6178ez372s/f0nrve9a643/3uB2bG137t1x7TIE8ediZ65esYAKkXloqIByPXSi0pDGbtGL9COXOhMFIkoFDO6lEcgsHgs6IevBpsvTxM1yAsBlAzAI0H2Q6wFmQMjPbYMKwF7G4Otq0o8hgBDT7XEPZzmMW2KvIjosznc2A+gBcEXgghjNcWw9ElA2IIQg4HjSiU33vGWHEjKiS9M6TKaGQMZMW6ykTgyU/rI4Q1GnHqsN7ASwaHyhMjKJnSVUGZXJUEqYwGDJEoJVnJBq3vHULXiMG06GDnHmgXoHZbIukmRgZ7cLORHCUUenGQzG8p5GAB7oCwcMn4GgaHQQ28IYzJUiZIxRxX3IP8u7x3BArqOOEURfFMGNiIjHmLoS/mt3BCeOdz0GwL1LQwOjceFiCj23wYJELYbYG2bwVtHwHm28CiB88B1rmFziEMTvYar9dTMjjESEcRdfBpHysdOxMqwoVxyWEtESz/D+zm2KlIUN00OoYkyg5x+p6Lz8zzOFo4pDUW15lT4tIg9A14YcGLHjQXGSIX1xnAvhO9ApYUbV1jZr6VnQ6LTFyivhilNyaCEh0jOzc5KSkhg4v1iKR/hHxZDKozbe/kbF1nRqTQDw5DGpfeg9LRUxDDnQlrHn92b06JN+V9KsnwHLToxakzOwJ2DSwYYViAjJR60DAXQrh9C2h7S3TzogcWlBzEaV/ycV8q96Y4n/E+Nc3YmerSUv+eLPzCL/wCbne72+GKK67A85//fLziFa84yVesqKhYhT2TwquvvhrGGFx22WX4tm/7tqO6yEc+8hHc+c53xhvf+EY8//nPP+pB7h/2QhInSqGICMTaqLHPPCxHCRkaCSmVmJQ9eUPJ+MoKWozdwYtyG3oH1zfw/QC7GBCcBzkPYxlkPGDm2mCCYZjBfgANPdi1YDWGOR40HLx0IPRai6heYJpvA9vbwHYHngfw3CEsGvio2LusgPrBofcujdXHr5OIQvmIHsocOZ1GCrWuMHkr5Z6W3u/xZ1JxuiA7SnZ3uCTfe0p7i6QoFPJSPnK6mQ/IsqLOk0ya1HHROfiugVk04HkAtR3QbIGsBRHBBK+yMQMblYlB07jmR0BbR4CtLWC7B29bhEUL3zUY+ibLJJdGF6WxMo1X907rtHQmJTpVEuAgBHiIkcJB5hW6BmHRwGwPoI05qD0CY4UQkh/AzQyshvvI8bN9RAzLrTmw7cFzWxjtDYbeYdDISXb2FMSQAY8yOlpESUfEsJzXckItY/qDPnNGZ5XsP+TWBXFCctC1l6M+QR0sHlmO4r48lDIUCeGgjyhHiwZ20YDmA2i7A5ojIGdhjJYmDAuw1Yj00Est4datoK1bga1t8LZEs3zXCAHTtdUX5MtP1s/uiHNkhCDvi1kqI70Znahdg8F5Ocg+RFJo5fkukimn6z2uc1oaF/NU/6z6PLIM+OTcERnug2b+RBleCOHGdg9sbYGaBtYYhOBBzQJsLIiD7EuLLZjivmLbI8wdwlzvbSSFg0Mf76/e46GQ3cAx9V7XRN51Ctkt962T24X00KFD2NzcxIUXXojPfOYzJ/VaFRUV67FnUvikJz0JzIz3vOc9+Iu/+AsQEZ785Cevff1d7nIXPPKRj8R97nMfXHLJJXjHO96Biy+++IQMej+Q6OEOdYX5wOsyoqVRr5FpFNJzMTomioJHNRWBpZdLH6LyMPqwssEPDs0woO8b2M7DuAHGepANIOtBhsGmA9EAYBsIQdqHD1IHwk0LtlYiJBTPctP6Cn0NdQvx7M7nQgi3PXjLImy38PMZ/LzFsGgxdC36vkHfqyKNBnIw6HmiiIrIgi8MfF+ooUgGA42TbKPyzV7a8hMqv44+mBO0CipOHPLnCA6gWNMau92BR8ZsWg8IyZD1RYRjmBizfbAjOekHJ8Sta2HnPUzbg9oBxvUguwDIJIcJ9506S4wMyfdAt5Aox9YRYHsB3oYYXosmGZF9YXj1gdYat3v1s8d0rdKR5JmLuRr03qLzDv0gxM0vGoR5gzDvYLcGoNmWtHEOYHUEwVq164bs+Nk+okZlh7BNMrf5DMO8xdBFUijOnt6bpXlKhLZ09IxNykCTSGE0LotGUcnZUzrWKo4RKc4s36dGJ6UcKUlB+bmRrLFQyJIXOYoOyKFr4BayPszWAG47kFuAjJSQGD+Auw2pYQc0Ij1X4iIOlbDt4LdFd/RdI/IZbHZ2jJyFQSPsy7t+OV9AZYYi+dJ+a2lfsGku/dCg6RoYK01mjA2aJOB0vTfq4LQFmSJx1KquDpTHteNa5Sz3UedHp29y9Pp8b4dFC7fdqmNnAWq2ABCM9+BmLvtSkO6k1M3VmbMlsrtFCPMWftHCL5okuyK36tDh6FAqHGoTmfVpzynvPRIBPpmS+da3vhXf933fh9/6rd/CD/zAD+BHf/RHT+LVKioqdsJRpY8SEa644gpsbW3hiiuuwK233orzzjtv5Wvf/va347d/+7dx3nnn4d/+7d8AAE972tOOf8T7hlVRQy6+K49mL5/lIm0nbrN5y/VJQZvsqQsEb5CMyhwlDEmJ9EGMQTc0cNZj6B1s18DYADIBZANgxMgmHmBCn8+V6nugkVpDtk6MxJQ+GtL5bbGDIRadpIzOQyaE260QwnmLYdGgj8pncOiScSyPRAgLQ3mIkdCokDA2AOK/7ImdVmAWpCLe90r+zhwwtBMlJ7HiSAgmRJCXV0RBDHOatawpQs+05Dzpe1mjrmvgFmJwGedVTjwoOk38AHQLUNNmR4kX8oTtbWBrDt7yCFsOfnsGv2jRL9QhMjh03qL3Um83pOhldHhM1/Nut2jkHskRBjV00xwHh7536Dsxst18BrPVgxoP46TZBwVprMNNK0YloHtBB3QLYHsObHXgLYC3G5nbXKOgXYOuz3MUuY6OHpPkeEhZAPGz0U+ROFJ5BPZIOQGjOssdnDoVx4BMunlEyMffh+Kz8iHLUHau6MM7dEOT5WhROFe2vHQapS3p2jsM4HYhpJBZ1lm3EPk5MgcfIYRtdTosxJEYZadLkUJKclM6E9anaHIiLFHD+oJ89cGgm8pLL/qSmWCcNJrxvVNd1qSMl3gPBs5kNctz/rf+kxAbIJRkVfesXp29nRe9OfSNyN28hdnq5P7aI3JfvQc3Tpy4zOK4Xeh93VqAj7Dq5uysTTIbdbI3eo+jTi4IYXxgbK+U+jfJ6knUtTfeeCOuueYadF2Hiy66CDfffPNJu1ZFRcXOOCpSGPG+970Pj3zkI/HzP//z+Omf/umVr3nAAx6AX/u1X8M111yDd73rXfiBH/iB4xro/mEnMqjRjbhJUiQpIUU5yiL4uMHGdLhMCKfpcOqpNUAfgIZUeRijys3C+QBnLLrBwZkGxoT0IBNAJo6LYHgBhF4Osh/mQNsDjQOcAzkrtVNxikEiN+jlHDZ0XprKLEhSRiMh3J5h2J5lT2/XoOtadH2DbnCi5FI0wajyK4jhJKrgmdO98KmecPoQxS9HZ4T0fRklTMRiR+/t9PlqiO4LChkh/YSWJSvK0jh9OEaNPbzIDucIxxDyo+ccVe+8GlveoVWD1i1aWCeE0DgP2ABLCwCDRtEHUNOIfCRSqJ18Fz2wNYCPWIStGfz2DP32bEQKI2HqJxGPMrIgc8QOhlVeu7Jf+BQljE6ivswciMS3a9DPZ3Dbakw2HmQXIF4Ik+w6UOMKUhi0y2EvTp9tIBxp4HVuw1zm1nUt+t6pXGtkMlgl3+M0tCES15H7S3c68kUtW2lOr5PHsQzzmucrljFNUy5cC5k0TclTQQz7QOiUSHUhRqMdur5B07Vo5j1s28O4AWQ9YBYw6DW9pRenis3OB3S9ZJocCQhbLfz2BoZ5dqh0Q1M4G3JELkat4prZ25zV/VJG1eOeMJTk1sNQQAgEO3g5TkblqOtkTHHNi/Mjk9VcMxvleT1Zzd/5RAyHkMcm91eil33XoF+0cNszmJnKMPVAOCL31TWA0X1pUNnd7sFbjLDldF9qk+z2XZN0cu+n+1N2piV9rPfbk66SmG4MX6TJntxY4ZOf/GR827d9G/7kT/4Eb33rW/HqV78aj370o0/a9SoqKtbjqA+vv+yyy3DJJZfgt37rt7CxsbH29R/84Adx/fXX47rrrkPf93jSk56ED37wgydk0PuLiSkrvEufCcu/U4+bWYp8eDX2MkGU+occ/RgCMBChNyg8ihaOGI4CnHFwQ0A3IoRieKdRMElnNW803cSD2gHUeMB2gCVR3iUpzOEIOXaiM9J0QlOG/LwVQjifoV/M0C1m6LoWiwkh7LzFQr2/fTBqRArRHZIBqY8cS9C7U9yfSLI5k8PyJu90GHhU1ic34aXi2BA/kwCJsxee9zJ1NBIj9slI9JEkBU5R9RjlEEM2pEjhYnBo+gbOtrDWw1qfIuqxQZQJHcygkTPXA85k4ysEoAvS1W/bwh/ZwLC1gWF7hn5erH0loF2wyegaUlqWrOm9RD2AaepogCd59xAdRkENdyVpi0GieV2MFDaDREGJYUIPM3TAbJjMi+Wg647BcwPedvBbMwxHNtBvbaCft+h0fl3fyjW8Q+ejcyqT315JeYqMapTHF66vtPeVkQeOjp5pbVZ13BwXCgdM4AATo4XRwCf9ROLnVKRhC9Hn7HiIe/ng0CopdG6A2VY5sqp3uAOFQTqStr3oFoY6HwJ4Domwb80wbG2gL5wOnXdYeIueRU8kueGAYIoo1aq9Pj3FuuKU+OrfGALQRf0ZbCKGtvMgCnDBwGvE0HubiVTvsFAi1RVEaijkOZKldM+XPwigkOMy4t+HsV5f9A0WXYvZYoZmewO2FecVaK7NrjzQLApS6GVfmpOk46Z9aUPkdqFO2rg3hUIXqzMnym2pi8e5Oiq3XDq2T65T5rLLLsM973lP/PAP/zDe+MY3ommak3atioqKnXHSDq//nu/5HtzhDnfAd3/3d+PHfuzHzsg2w9PIRox4jD37chxsmQKHMv2RPHKMsPTYMgYEOBaFnOuGNAJChC4QHBm4YGCDhfUMQ6LwiTh9TeNjksNwvYEZrHRaa3tQK41oyLGkmBpfkEIAgcAe+WB6PXbCL5oiZbQVg3ghhuiiFwW0UO/qwjss1CspRnoZVSiiO8xZIZWKNt4hFtNynL4ySWUZeS7HkcOKU4lVscDp74vPiwEk2eHsBCjSrn1BMwYORWMZJHKSDK1gsAgWjXdYDB6ul1TrTArjdcVpgqEHdQOoCYAbciJAIHBPYK3X81tifHWROHUNFok02ewAYdKIgNboUEDAkI5i2PXeMRc7RBnRQUqR7YLBIhmUDdoYZbBeSC8ABCOHjC+8zEsDOPCQw8M7Kx1Zt9XZowZ7Miy7Jjl8FiPjUlN1OTp5lh09gWLUYTnqn5tGldOOGQ57W2EV68B5ncUjBaDOFQrwnPfY+HmlfZmjDJHKkMHMWyyGBu0woOmG5GAp15n1BmboQDMPcgNgdShe5WcuKdfDkU0MWxJlX3QiN4sUhS6jWGWa5m6OlJw9wrrmPEKqoeuZkpNy4YXcWhNAxAjBwBglhcGm9R7leRHHpSRqHPn3u46NGek1UZpF75kcjfVO7kHfopu3aNro2PGwAMzQwXQeaIp9yRO4s9pYZpbIdrc9S86cuC8tlHQnXRwJYRndn9YBp7kVzqy0d508AX3FK16Bd77znXjzm9+Mt7/97XjYwx6Gb/mWbzlp16uoqFiPk3Z4/T/+4z/iC1/4Av7mb/4Gr3nNa/CJT3wCv/3bv31CBn1isUz9BJR/l+qgpq+LBAUjsjjdagN7BBrg2SUz10PP84OklvREcAT0BFgiOAPYQHBEsN7CEuvDJTJIVIyLlRQGAw4GdtAzDNtGUn4aL81orBgN+RwNAmtkMR1MH8870iL4WEPYLcRoXHQtFl2D+dCoAoqK1GJREMIUJQxAH8lgiBEFVZjkNSriETCMCOIoZZTjnc5G5DSCuP7zrdg/RGkoO5Cy/hxlSp0pFMCQYyCyU6VMdBOjVqLqQQ1ZWUODyeurC4RFMGi8QWMsHDk4E9LDqDGY1o06T0zvirTLHEWEHizNXZOi5P0R8cYvFvroxbBdxDXvs9GVCFIRLUtrd8nrXjo6CiM3SkTgNM9FICy8EYNvcFj0Ldquh1sMsNpoCpC52U4dQrHWGBCyO8SzG4u5zWfotnR+XYu5RkLnaljmOZZp4cAQijTEMZ3VSO8gpBiZpOQ9snCsTZ+rtcJHjShvy3WEIe2rHl6/i7XqXGSlxBRSJVPGolXngzMe1oZcvw6o3jCwg4XpepDzxTqTg9TDQhwq/RFxqCxUfua9kpakKwpnYdQD7CfOlNWR5NJ5FP9GJriRGDq0g4M1euCFt0IKAYkUDq6QZycOkJJEBXHgesp9OndGjtB6+ETAkxx7dewMDeYaKXTb2jSOOMkpdz3I6b7EEIdvnzN4hm2V2+2NkV5eFJk7Mco/llu930lmPTzpGuEpIcQe53zsuN/97oetrS0QEf7mb/4G1113XSWFFRWnCCf18PoLLrgA3/It33KWCbgaLUTj7qOcSSAhGrkemQKJcvZklRB6bTYjKaSWxfizRLAEdPp9R3LeoPUWhhhGlX+8LiDDCYEQ2OjBtQaul0ih6QZYPbKCopfXxAijEsIgCj7ESOGQ2/kP3biGcNErIVSP5Ny7bDyqki8fJTEURcTwXJopaqrQJN2sSB0tI7Dj895i9GEv5LDi1CA6XfSzIgAs6y/TxzKyMU4hFTkZG7M9A01g9EbWWKPEMEbRnAlwagRaTbGOEXVmQtC17voOpmlUNjS9lLMshM5JY5n5DN32DIvtDcwXM8z7FnNd+1MnSDYgx+mjy+t0eo/KmspBHCUc1MjldI04x7l3mPUNmm4mERx19DAT3GAQ+gam6YtUP4jDyBs5z0wzAfrFDP28zQb7YoZF32I+uEx6vdZrMqEL2bjtWZw9MevBJxNzQIo2jGRZUtFyOtrJj0KcOyhSsIuIe5me78ljgMfA4pSMqcl9kh9opJDReIfGB7ghJDkyFJIjkpngdC3ZTteZdvRM8rNoMKjDoZSdRd9gPihpSbLDGDhgUAfhyJGyIyGMK07lZeIoWgSDxWDRmEZSahnw1heRQonaiTw3xXovx8Xy96PTci1ZjfqoIKs0YGBfOHdEhufeioz1QgzdXEghiMGB4AZ1WOm+JI4s0c9+0aR9abE9w2Iucjvv2rw3DQ5zbwqdHOWWR9k6PXy651IDXDhkR47ZSYT/BOK7v/u78bVf+7V4xCMegec///kwsQa6oqJi33HSD68/u5AN3FEqKQeAjD6XiQ3Bg1KtXE7jGeBhEeTBARYEGxgDUfIouiDk0BBgiGDJgLwdBywZcsWghi7LGWaNt/CNg+2FEFon9UamiBSmP8EEMCF4A/YSKfSDnoOmHduG3uU6qj5HCOeDE8WmhFA8oKJQR8ZjVERJwaqBP4oSxshCJtKJEHJpNJdRhtVkcGeSWA3QfQVDI3DFok2PAGaj3RLLGqgBngYYMWEL14HFkIghwQWJrHcqL4tg4ALDaR2u7TXFWmWVmUak0PcOttGupCmamI3aeLZZt5BaOzG8JNIhRpfF3FssPKHjMj06RhX8yuZI625TJI7RkJe5BgxsU53UQg3KjcFhbhs0nYc1HmYydtv3sK4VR1AixEIKfW/lLEJtchGjDNFo3x6aTHq9xSJYLAIVhrLKdDTko5MnyjNld0+KlHJIdZOpMdfofozvUW0yc5SIclZE3aUmV6K1pYPFp3Vl1OkQyQrQecKCDBpj0AwOjkpSyDlqFQyC13XWDKO00iw/TapTnc8jKSzI1yRSmGtS5SFEd/XnP6pFTuQroNf5pLl4g7nW4gspJPgwJYVWiZTKczCy3lO6ZY6AZ7K0zskT97UigomQ9F92mErEfz40aLsZnNWMhuL+2aYRUqgOtKSfuyy7i2Jf2h4Rwii3SgqjTo6Rz4ljtshNAMcSjiSvJ7dC/y1vectxvf/9738/XvrSlwIAXv7yl+Pw4cMAgL/6q7/C1VdfjVe84hXHO8SKinMGR30kxbd927cd9eH1Zz7ilhjT4oo0uMLAJZhs3I7Sd4IQHhIq6GlQT62BhYFlgmXxSloCDEjL/ggGgIGR6CBWJbCSGrtyaLwcbG3hBgfXRVKYa0Fi1CQqmpg+ysFkY1n/xjAU7cNjjVEkhN6NDOO5t5irMl0kxVdEFJKHMpop0b8bo4TRC+tzdIELQlga1xzHnu+C3JBKAE89SgI4/TkTwlhjRsS5yQrF9FH9qk6CGOHwkYCEUKRba+1tAJw3QgZJ0q0NMaiPzhvogd358HfXuyQbJqaPRuLojZxh1jeJNG0vNrDdKWnyanj5bHT1GtXzaX37nD6ZomLrbls0NuO7o4TkSGEXgIUnzK3BtndoBw9nWo3g5ChoM1i4zknH1SItNkYKvbfJ4dN30uxi0Uva6HbfYLvP80ukN0WSskzHiEM0LnM0ZUBgjRayPop7wIW8cvk1rZGKo4XcWyqIUlmbG0ZrKq0wlrTChuSzbQJhoQ6Wxhs4snDGiXMFPHIkhmBEz/ROuvvGSDsyYRw6OTZlMZ+p7Ahx2R4c5kHW1SLpCUavkcJEvlJDl+lcVaY5ulDkPdGJ0ms698IS5t6iNQxnHIhkDxiC0UY8EFIYpKmOrHmTZTo6P8Dq6JCVLlGzHeSZM2EN6iDpOWgDG5VhL86d7aFB03utdwxgCFFthuK+KpllveepY2p05nQzbHct5n0j99bbPA9PWPjsoB1GethLRgMJqZa9JzaaGUf3T/bh9ceDl73sZXjVq16Fd7/73Xjb296Gxz/+8bjlllvwlre8BcMwrH3fYrHAYrFIP8ejMEIICGF5vswMYyRLK+qU6HCMskGkx90yr/wbx4MQwkn5u6f6Wvt9vTq3nXFMR1KcfVhlyAIjEpgiHuXrYyppQVxAyMXaBqGIFnr2IBpg2GKAhyEPywYWBMP60HI/QzlSSETygEGpiGLkw6vHs1VSODgLNwxw1sNFo7foWArStFfOf4M12uiDRgq11mLQ85RSl1GNDMYoQlZA0Rs5ThvtA6vCnxBCGkZRQq9G5NqC95JMTMlFxWmGnBhKBSFMwQwCSOWGEUCj6JESQq3fEbkRJ0oPCwuDHkHrbQ0WpLW3XuTFekm3NogSHWutSEhhMAheDo9ueifdSZ3PNbqAvCYYMb56cYgsuhbbfYutXolT8sZnw7bTdd4j1ugMyJ38pvdn+ftpnHDQ1LOeJc1u4QkLa7DwjLmxaIZGye+YFA6Dg2saSStVR5D4U5TsxoPJ1dkTm2xs99mwLI3LeTCZGHqZp6TDhWRcDmpYlimzgX0hy5KCllPRePWjivNxYZRyr6SEMagMSQR+wCDRZ45Rd4bTSHQTCC5IaqglyPpCrl9nIMmR9zY5VmwRkU4yFp2JXYvthRLCKDuDrC3RGaof4BP5ipkiOxOvaURuSI6ZWFO4CELALImpE5jQGwtLIenOLkjd7HZ0gox0GEv6J5VZLOsXaY5gZufOQEInO+bRmIQUOjSmgSUhhSgcUtaN5TeSwii7ZSnHtkb4t73D9mCFdE8ctDEVvVdHzsiJo2MdOXEKR+xux4OcSjAzDhw4gHvc4x645pprAABXXXUVfuzHfgw/8RM/sfZ9V111FV784hcvPf/5z38e8/l86fn5/EZccslh3OsCg81DkRQCF27qOMDY7g2GSw5jPr8R//qvJzYNNoSAm266ScnpyU2x3c9r7ff1zoW5Hc91KincMzJxZDCIGUw5CsEcjcrlSGFuwzBADquwUlvIFgOM/GOCCSTfE8EEViJIeg0D8dbZ6CeVs5MYiRQOwaC3Fq13mRRa8UIaqzUhMVKYxl2k1LEq8yB1ib2XA3AHbYMfi/bL5hMxkiDGIyk5RDKSO87GY19EUKIaF0NSE0p5VaRwnD6aP4tJSt7SaypOG4waNS0TgfyviK6zTymkFgMGsnBwSpIMHIxG1knrb6WpriGC8Ua8txTbIWqid4wUBotmGNA7B1c4TCR6nh0kg5KnxSDEKUbRtoZGDUiDuS9Ss0JOjfalkTUysFbeIGhOnhi5POT6L4SU4idRBmBuDFpj4IxNjacAMXh9MGi9het9JoWavivGPEkUxzv0Q27XL6ngSgi9w7a32FaZ7jSis4jEVwlhjyA1SWqQJ3lWAhLTZ3ONMBezXSHDo69Y83PFKgjpjo7DHHWPpClQ/mzkn0MPC8dBSKDKkfOxrt3AesCQ1bTRdKG0zobBoXFD6u5rSJ2iTPCRFA5OSEvXYqtvNMouaytHCSE6ApkQBpWbnT9/zs4HEsdETCFNETlDaIyB8QzAITBJ8ylNg/XaEXReEMJFiq4VkfDiOKlRFHPHceVIoUQwc9R/4Q22vUU7uDweYjCLHm+GvDeV+5JXfZyb4zTqyNF9SaOwsjdFZw70uuq0Yt1XSMjugB6eIzlcESnc9XM4tSAibG1t4frrr8ed7nQn3Hrrrfh//+//4SUveQne97734UMf+hAe+MAHLr3vhS98IZ73vOeln2+++WZcdNFFuPDCC1MKaolPfSrggx+8Ge6rAg43sY2a3Jd/uUUcjzd/QV6zsXFb3OEOdzih8wwhgIhw4YUX7gu52K9r7ff1zoW5zWazY/4blRSuxYQELnUhLYxalg9CFLMqZY14EQwCDAgDPBkQG1G0bDFQJISSIJqjhQwD0jQFIIX1YDTNzIAZCFaNXFUkQzBog8fgPZyVhhvW+NSB0UwIYZop5yiKZyMKPVj5m95K2kvqLpq7jC40itB5SoRwESAPz6MoYc9iQEphu0RBcqe5bEqPD+2IaStRCavhjJg6tMqoLD+/amCeGkwj7+Xz+XNJKaQlGdTIuqG8NjwNMOzQY4CN0ULWtOvAYryCYEnSriVKaLQZk15RnSeDnsPWWIdGHScmGmVplJkU9t6mtOntwSVCGEnhEllij75wdEzbuq90WqiDKcYJOZJKGuTvqUGZowxAY3JH4nwMoaSQ94ODs4PUKVEoLkNq0Ns8t+jsSelzViINalTGOXYeS86eHCUcUpQw1bCx1/MJx2c1xprCJL8jOS7WRfrkKvaEFHkvI2hB5ShnY/gYgdZoYc8Gjk2SI+l2rVF3EAwZUDxrIhJCTcHu/aAyVDShAVKtnqwxl0lL32Aryk7IhKXTFM2hSNFMZ1mu3MdlMDHtXKSlh9Ib9MGhC4xFILSaCptOZWHAGZPk3Wun0UVa79PIf3R8iAskruf1azNGChnRGdxTn+RY6u6BuSXMtFuyHRwMcpRVSKGHM7I3RSzJrnZLTc6cwY6cVQsvurjTrylFV/IQkjsnOgty+UZZCzx13px+uPLKK/GMZzwDzIwHP/jB+OQnP4m3vvWtAICnPOUpKwkhAMxms5XGszFmpfFORAjq2+NCv8nd0URSlmNuieikEID4d/eDzOzntfb7eufC3I4VlRQmrDJkdzJu9RiIRLI0xYKCxvbGxFBSSSVS6GFBkSBqxSBpoh0xQey4+KFS8VWIYQBLhBCUz20zRmtELBrj4XzRkp9yo4Dokcz1IePUOh8VT8hEs9fzBxd6JlssXl8kb29BCDW9LD76EEQhRhVEA/ronaQ+GSqBoyEZI4UxclIWu69Sxqevsjq3ITLCSX1Oo+wBJHmkiShI90ROkQJCjhYa9PCkKaRs0MfouqZcGwKMz3IU5Yc51hKSOk+8kkKPxqg3Pp39GQmkGLVe176cKSYp01tqfGXDK0cVOs7Rjtw8qTQid456RAeT1B9nA77ngC6EJGetARpPsGRhVJCDRj2GYNLcjAmwRVpsmWoenT3R4ZNTwSeE0APzaFxOUsGTkycZl/04Sohx1D+lj45III9vQcUxIt5L7VRZNJvJzc4GDNTDThwslg0sAzYYWE9JlgwZkM9XCHH9xHUWbCFDvBSxFgeM1J4nh8rgJALtC2cKi44YKOuC9emjpeNA6yejvGi6dcdBzwIkLIzUHpPSLs8Ex5wKMQJL8yTJeqFMprzqsGJcXuW5vNcrP4dIVjnXzQ/Izh1x7BBaQ3BGmmKVKe5RhmMEMTWaCXLv++SozftSlN1tbyQKq47aLgCLGKHkkJ2zyTE7wHOfCGGYyGzuDH36Cuell16KSy+9dOXvXv3qV+/zaCoqzmxUUnhUiCSRkYrd9fkYLYxKGTBLxJBg4GkAsQFplHAgeZ5YX8FeyGGApgIByaDmMm3UyHlohjDYeEg8oTFBGwQIIbSxe1xx2D2lucjfzoazKZQ+qVFs0qG75cH0XZFWFmuNopLvfFZCHRdpZkoGhRAO6n3NaSu56+gk/XbUYIaBqfeSpxGGcn7rfq7YV4yi7EAyYEGa9qYpb+w1su5Bash67kVeWMzYniwMizHblynXpEH1GCLU9hjR2PJ6AHxvDZog6ZfOZ9lIRFYJlk9rPpOmmFa5PZAakdkJkg2uHh6dGLcpfXSn1GZd2xpdiJHCAV2UFqkr9AadketKvXGMeDglfGqse48mZgdMUsUDssE+6NzKyL8Yx/GBZSM5iGHZTaL+Qx6pOniicV9GC7PzTOS4mP/oa/y+yuzeoc4VJumEnaK0Bkw+nZUbRrWFNkULbRDaZImVEALkKemgGA0JwNI6s6pn0jFHhYOiD1brByUlecsbbBfOFFlXWT/kSKE4BZczQvJ845xDkhdxOIoThbEIrLXGsTWc6DcbMoGV7AEq0kYpOTZzlLAgq0sNcFbpnDLzQd7ba9S/Yyvp5kZSWx0RLGxy+XomzIJF431y5JLuS0K2ST4zn/clkVtN9/YGc92buhVyKxI65H/qyEkpu2ndTJxZp3FNYUVFxYlDJYUjTCODBXFCmUJapI8yFdFCJYQUNCWO1FNrRsRQDrI34ollk2oH5RA3lLoFKWLI6QAMeKZcS8hyMO5gCL0xcBTQGBZSmA68z1HCsnNWniWlaEpQchlT7YZgMHBsRZ/PZIuF+It0zlVWQH1gLDS6EZVQT5rgk7yufU4bjSkrnNNXclSh7FhYkPDJz8ufY8X+Yl1UXaODAEYOFcZSw5kcLYz1UEoKNd3a04AefU63BiF2yTeBimvkr+JEMfBW5KU30p2wMTY7TYooh7wneuxJHCLeat2RPLY00jGPqdJh2bBN0W8UXXN3JDpx/wiJUHmKKaQDOnboOGDhxZB02oiKYDQtFOIYCnKcgDNZ7qfzitHCPpFebZGfiCFphJA0Spgj/+Lo8UmWB8pOnlDWJXGsJ8ypgOOujdGoHxudp3NE4nRGlCn537jzNbEHYYDUsvcYyCUHS5ccLNIBW2rZhRACUYqkXCFFmk1QB6RBQwHW8Nj5UES8unjkgzeaOmqW1xUHdSlkp8LOB6bH6xTyguiYENdEp82ZmkCw2slbCK3UTKYDpFRuUg1imI4ryrQ4MMcOjp0+EHVwcZaRHl4j/lKr67w0y7LaVjwgp49KBHEsv1k/Z9mNhHAej98IhG29v6MIf5LbHCUcqNMo4TDSxSKz0VEV53r6dh+tqKg4caik8KhRGlmTaCGgqocQO5FKraFXL2v0vMpXD+lvXBLDUYNTqC2lqS8BMYUnfmVNH5XzpprAcIbkrDZjClJYnNdG8WiLrMBjGk0mnKLQU2pqPGCY8zllXUEG+yK1LBmOaiSniAL6woDMaWa+jCoUTWZiTWGOEuZawp2jhDXCcHogO1TyUzFaOP2s5HMeRwtJooUwIE0dJfQgiDMl1+IaUIhJo8uR9VJmBsNoDaHX5hOOOKdVI8pE+Z5o2MZzxbLRFQ2vzk+ihClilhut7LVRQ5kSF9Rx0qNDTzOJMgSLhqRTpPWkmQkGkVJ7TSMvZX+VsT6Wa6nPLCP/kRQu1HBfeM7Et0gb7fWfRBsKg16jo2Xn0bKdEJYe5ZrYbT1VrEYZeddzOZGjhfnYHyuflaZim5iKDVI5gpY0IBY0JMdKAIscWdEFDbE6VmStRTdMQHYuyvEQUns+1wj79lBECUfR9UhQ1DGYVva6KXOugVMnSk89Oh6krpAMnGcYjRQGkJLCODckUthr6UNOGw2pPrhHp04eTR/lHeR5VB+ca2wH6tHzgJ4bLAKj8ayOHQKR6ncGvCF0em9L+Y1SnJy1em8XMU1WI52ZcCu59Zp6XtznpIeT88onPZzTdot9a8csh4qKirMJlRQeBXK0EIVxyxowZBAHMEkzGClQ0tQ1eH2DNJwBAE9GQyVq3DFS2hutiBjm8wijx1AVBEMPvCeJEAZIlCCIUnHaiCIZvkU9YZ5X/ptBU8yGoIb0yIDMCnT8iF1GpYYwKqBOU2966uWBbsmAjN7X3Fwmtq/nFFmY1iHtHCVc/clV7AfWRwvHv4+SFNMIY6OmaZRjyNF15Oj6oOnX4kSJMoOlWtwY3QhW09n0XL0mEJyJsmE0FZNHowxTh0hYYXh5xjwEdMFjoet8iMYt91pPWBLDne6M7h+xW2SMFGrso0Pz/2fv74Ntu6o6f/g751xr7b3PufcmAYIESDB2NSBi2YKdEkmhQuHPVkqfat8QY4EvhQptQECraSkFbcS2tUTLiBB58QXbtkqxsUmhFFWNiNoELLvVrrRiggQSMGmS3HvOfllrzTmeP8Z8W2uvvc8+555773kZn3A45+yz915zrbvGHuM7xphzoiCNwvHqqmzL3aC91Qq1Ji94HQe/+fxh5PPC/LlROr/aJ3vCKqe1F4Sh/WxBFnVoFPU2bTOJGIJm54P0NJcwJHWGFpgJI5PEzkURVsMmx+2jCPvmpmph2E1SK4M2JlhMWv0aPEeXFxEdTrBEO9IKheLkYxIvfigI+wGyDS38ojLzLJkyd1miIdgOUitjWqApvOPSCackCsJqv/7uVC1qsiicF12Wz8MBaF3a6ikKMYIXhSEBkpKabby/83bo4JuGxxUSO2klYT632o+r9ns08pYfKbnjSMEahYq6SZ1A8NG5T65dWsU1tuS61Ja78BXCaLehoppXCTGwUnCnsn+0Vx8VBOHwEFG4RD+wHah4IA8gU4Y0LKLBvXG8mIYDS0EODNsYGvLqiByccfnOB7hBD4YKGPkw2Wk4pWGRHJkNFRCnUGigdYDR8M6QxSBncRGdtlKIK52FM+nOVVSwSC2quThkUcjHCRvh1oQoBsNy1zyHsF3OTKpUO2RnFOYfZRXCzmbXueMPgWTmoKTl7IiTbCcmVDJhGJMnoSJAYQOWZWFo0Xh78YLQB7EhocKr5qvYct25nwmwxidQvCAsHcHosA9bVzw5ZO3ZLrSXhQWV4FuzqBt4+RmATX5/e2GUWq+G79NUB8hWjiSeS9mqGo2q0aBETcavFJkHu76tL7TH+o4B4+dYdoP1kPhBrBamRI/Kqv5p9eAQuHNgycFlrRo0KgTgWZKnMz+4vy1Pv8qfCUAx30MgT5qxLTlY9j2hWogWSnGHSlgFu6U6Vt4VsQ9SgL+3tH/HlDBsdZiqQJxYcYi+Jq9IB//UZsmGvG002E4d2hnRDNjNquRAN0HofKtmmKfO1lJ6W3EI8yId8aIzRsX8qxdZ7MtCdW3hx1XHxEcLR00mVPfwO6ElnnhvYpt1ydTUsh07BeOMb20FEG1Yo9GU9oiMi9DkwjwlaRtKW+J0kjnOJdsNclm10W7DFA5LaQ5wEuOZ/+3M4xcE4aQjonAjklAcqhYSwtwoDv7IV/3Ch33YhDv3IaGNlD/xVdCF0aFwttG7PTIsDpXPFmqNwgvDIAgLBzRawTiw49N+7zbFRzKZKBySt87HZpbCQgFJeLYEHxx7QUiE1vU2w6Vea5l30CEDHIWhDyDzttFcGAZHH4PpjhDsVwf7jmooiBBndqRgY/G/KK4gKV8dV6H9jdtHQ6OzQuubSUOFMLRbh2p7NBkQjF+fQoFIwxFl7aMKjbeVwttKCmiTXXD7aBKUIfhqsiz8IgZeodLh5+io7N7O5x9RED+rglzE+z6sAhg3v/ZtmiUK1KRhnEaY64VMwLYaKLXfVsAng3J7T0I5SygFYeiAhlIrePriNjoOLJueIKy7Vf+4gnBqAcxXMewmdwi5WJZFoi6OkJBM1UJfRfYLhzhvO7zQjIZSBorqmGAJa0ApUulyWwAUEix8v1TeH5QEv78hpUWe/MuC/bB4CcIl2c7cV+NC5TlbTskLwqHP/KUTRpyDHCrrPonSqho1ShjSca4xQcMRvNhiv8jn5Vti/f2extX4cfEIo1iNx1yd4EEnGeLnFfqUUaMaLKjgFV/jQj5J7FnNn02bXNe8ayfsRchzCMNCO6sTOS3VKYnTmf9rs3PsdugIgnDyEVE4SBKBQ4/xT9R7Gv8eFp3hbC1iGykAkPJ72fj5NsjFpf9OiryoDEFiiTA7xJGBg4ZzgFXspAsFFOQDQf+7UbzwRmiTMSHozYLfPFDkLKRvEglzFgE/d5EDRg4gkxjkn/33fIVRPzG/CfMoUMf2meUAMt8kN7Xadfcm7M9r8M7JtxZJlfCo0bedJABTVT38Ja8eBkHofEIlC6ripi2a5WEQgnEeLv9OlH0pzfcwQssVB1FdQYhoI8Emwh2Wi8KWkAVfefCYZeHD/DpqYKnuVL+xZ9Wjc+SYrefWsxqtKrlSCF4gRJP2qxMD8MFubCV3yieEVDZXshvaxeqpT/Y0IdnjyAvDrA08VkGD8G16gtB/780L7i4U1W0b7VyLpQqE2PPBoM5XbHH0iRYWJyHJwnvn2s589rRFUng7Ar+Fi/dYJvR0qLopv+0J4jYPwX5snlRx3fmpURBGsVKnqhVaYI3wSucLILOVNA+3QYGat9uADmvv+EphqKAHv8cLtVnqtkjHcYVKeC9xued96hdpCfP1uIpZo1YlSgrJHeUrlrxKcmgNDZ9RQ/bbtfX8s2l5Tn9eIWzj9I3aC8JQJcyTONk+onlClsTLCsJpQUThxmTVjb6SQzfAJTi/EpxfcCa2qtjsPdTA23GmN/+ZXWPBFQ8QLBnObip26q1SKEJbjEMWEPqAFz7oVSoeNa7YH84sBACUV0lCEEBZ1ZBFoA2bDccNrIM7zradiN+zwNELwlRJ6WYq43LY2Ypng21nK7egkADzWJCt4BtWTexUOPx9AASZxDdsaAOzPtES5tQFe4ldqeDqunPEC2RotpE2JFGicEqV9NwmcjsIwomr4kCaX+ewoBYLNKhVjUYt0jydTCB1V8/d45rAL1Lhg0kOKJsoOY2q4/yvEOjmIq91qRKqw7n1zisJXkTBax354DJU/XurFfogOQSWIYjnQD7YcHfBqFgljbZMvWuR7FqqhIdDt1pIiCuRUprXrmD409rPaY8rX4cEC79ReEMQ+PM+blfkgNZPUSh0SDqqjl8J95ntCJeQTCHMnc3mufn7qLPITDZvb23bYjZ3L87D9S3XKHkXRtJhNgdK7zN54Rl+X05+pk6XmAAJVUKqO+2VcW7snoK1m9xx/v0aVKhVA0OG7diG66w7nT/GDdtvSNZaF+ZCZrbrHM/t93YbWmBrVXcEYb9TJ7Tpd/YVzex1IxEsCMKJQEThSpLgG/5rvkVF9pgXg8FhqRiopmqG67/ZgM6MwaHiPc6c4rkT/J/xE/41CqXQKh0zoIYUDLIKiIKfe4VO8JtXCoHUPsoL2VB0Pi6KQkqiEARLaQYRb+vb25geYTPrbDGKvF00BpJpG4o0Z8NXGuII+4vLrPr3Eo4GfdtJCZVlu0kRaKpuKPA9oLN5UYorCODqX6zAZwkUrhDCt5/5exYEa/2KnERxKwfTE079SiFF4URZlZwXVOJtGUL1LIhCH3D5tqy0x6bb4N5NV4CDetsLdGu0qkBDXPtQeTXHhYqMX5yC0gIWwd7DeQHIAkuKFVQbK/5JEIYkT43W23XtVxqt0WIRF6lIWwjki0XlW8oQlhaZyVXH0n0jHIz8mgYxCCDYSuxQaQGCrxB6W/LisPFPB3w6jgiOCvYNKrQo95KQYWuUzK9wxwn7jrQQGouWbjKFbSdWr+LCY3svzMRnSqmjgLIWUizQoMjmSiJ22rTwi+lkyVxL5Ge4c9toE+bxKrbnTuW/IwhX3a9pCkTcVie2ti644g8TW3W5Guuvr+/8GbLf8LmUJ2pDt06YwpEWefML7qgGDRbp8yl07FBvP9F+V0O22vemn1+CIBx/RBTuixTcdh6LMbADQcdVSFVwzKEdjgDywWwIcCO5IPSL1JByLNBUWHTDwKKAJQfLeVBY0jBEaJSCgfJO2rfIQMUFAMKy3GHkYcHTMPzkdDhY5EoJsShECLBd/N5ms554lcRUJbSqjSIwXzxgWBC6JUGYNvp2yTmFa79RdWHVY8KVY0gohmohsspG3nrtq4WUtnRJ5IIwvWdcoIYcLAo4MrAg3qalZyMhmA0tWjG5Q6GiRjEx0gm8fPVsoeqUhUcKuDrJjizbvnc7XAjmnd9wnNvOtG/TbPxKkQppWiYRwcLAOkKheK5x3iUQKjjB1kPAbkGZ6O1X/f2ub8r25gVngSVCm2yzFFjmbWj9lYPj11K1fyjwFBveGJ9kSYkF3tQlbmgfWki93SjKVheNi5ypaJbO22PoUHGkUUCjsDrtk6l5fdPoW1bYT0g0hOpzaM+s1QKtWkRBaKlBvk/tuipVWJwpia98f0++VzUZaBUWmeHzMH6P0/CRwXdpmL2bVdbUwgtCvyJqLgop3b8D/xDZd78ti6/4Wz+XL4hCHT9wAHLEiV6l/EJxWVu7yq5pOBd/XVOVk2IiJ1/gLa/sp8+n9Bm1lJTNE1n9Dh1BEE48IgrX0g9ku48NrqiYiRcuZIS5UunDPTy1KwzD5Hrn92rzH9AqfVAbVcDAsjAET1ZvvTjkCiG3lnGWUcUqYWiXGWodDacUHE6ossRqIUJgEGoAoR5g0SrrK4L+O2ycP+go38A7OCG3LAixLAjzeYTpmudOqv/vIQ7r6LHadlZX2fNFZ8JiQwpOAZny66JCUoZiEiW0XTs4OCpYNPnKulGKF3nwmfh+QBuGGULSIJosXDZ3Ns05qpEC21AlzNuyYgvc4L2bHzIFuSoEZpTsp1UFVAxyfZBPBELpx6hRKuJKiG+R64vd3M5Twoc6iZ5Y+c/mBedzCMOiGyFgzoPLtEdh3gJO8Tqk5I7Y7OHT80EEFoY+Kcn3C9fx8qp7aBq10Y0FsR4tyH9uF7A+wdJC8cqefoGacK8t3Wc+odhSsJ3Q0lhjoWo0YLvpzCfMBOHeG9inREqsqqOBpgIteFXVMN+Yha3z3jKscsxHsXDRh9V+XE0YV2YVXAEfSHD0/w28DyNFQC5WfbVQqwINTGyUIHBFtiBCqVgY9ltyga7Ydv66hirnJomclNBZsUpwf04h+q3egiCcdEQU7smGwrAzT4rFYJhAHlYmTYJQLQlDgoPOPogprkDKLaTOOy1DBUz4GYUXhCY6uyAMNVRctj8EvgBSdrJ3Nunjn3yLWXdjgLQdtfUO1PbEoA8nKTmc/nwjiqIwE4TZghSUj4R6TilzwOurC1jxmHCU6C8608+wZ+bEjyrLDWVL/7SUVdep03btqIBVDpYKtNAoYFgQwrGNqGAjyGoHyR5YPHWTIU1sp2y8IAxBV5p75DqV7/BO669GmhDpl4JXFo4cFLWwykBR4/eXM1BxDzm2z9IL35Z0TBAFm+/be5wtRMm+U+W/m+hpwozCvA2c/JJS1F1xtFtpyIVgvlBFEizhHsiv+PI1EfZFXi3kBxB8SKqsD0xfCPTsyJHrJFiiHZFBCwfjW1CDv8mJ95a/z2I7cpzjNo8tjaFylRYd26SqHuyFoq05ZeFcA6cLWGXifqYgwCnuHEiiUMfjOLjY7dIgzA2uO1W1uIDSWqGaxsf6OnT7hPbWBlYVaP2qr+mfjbw4Nb7zR3uhrTpXNX4uUb40W6pytorXKh5K5CT7rZESOa1PPIVzs+i2jcqcQkE4bYgoPBDhAzIXhujox+AUEFu3NFQmDIl4KfywH6GKa7eF17OD1KqA9gJKq8LvfWhhycAobiI1cZ01De3bY/xsCnZ/Ye+pnpPJzyY4uuCS8+/sNMN8xq4YdCptihyrg8icDrIqArJlr/stozEgTvMa0mR3xEzlJg5ZOCr0Eypdu+GHQrUwD6TS2jFh4ZlQHXOZUEzvyhs9h0DGqRQkGqQEiiW2EW8pKXmyIvjKahAcfPn7Ps/CN7RIQVcngEwiqXvum1yz1ELKQZuBRZ1WhuQOdACxlsOfB9knQdzHcem8YtoJNlo023e/6t8qrpRwQNlGQbi8lYyfS5gFzn1bToIwv7rCYdFNsoRpDKGNFAjdKmxPNv9k7b5P0Fq+8k5EsMrCoYT1kxYsFVkCUi/5lpRUSYIwn3O+PMctq1wttY+uPWmkxXRstHlLDRT55AmpmCiyKky60J23CP4rrBDaUpgf3PiW1txPbTCu+C+St4KnOY+8HYj2C2WFMSTRbTI/PigKo+1STM6G6n6Yz99P5KwShPkm9SmZ00vEiqkKwqlBROFGrKoWAsNBb/aqUCUEOsJQKV7IInzXnfDRQaNAcgEGpBy0X3zCqAJacbhryED7uUbGO0ITZCEp9P/jEXfHTNlPURAq56WaDzsVu07yLjSIwVQd9L9Tcu7pZy8GY2VwnSDshuQ8sFRn6F5d8VbHj2Q3qcqOrG0Ny3Oiei8dEob8Z4L2gWxKnlgYZbw4NDEo1JSnTZJlhPdJaZl074cKeRtX8gtZ+F4rpc+4p9UT8+rCqnvW24Di5JBCWKTCQFELBQ2L2o9Sx6A9zDlO6SHTO7fh8yL4xat8eBmr/z44zpM8cRsZdMVgqhD2Kv6dBTl6trx0/lIlPFSiq/KtyF7ghWRLyLgEkeh6LyZQbN3mBAsLwjh9gQyssixdqGtB4V7r249VDt0VqWu0tECLrO06Fym9BMK6kw3HCvYSulEsNQirqsLbiEEbBW1uE05lswrDNivozw0OW63sldRILeBJGFo45ZM7VCPtswq+1qBMdBfQFHx4br95M3YYc/pcinuaqgZ5IsdRk/2cC8Kh6RvdtFG6oSSJIwinBRGFG7NKGA61kfaeQ1gpDFnv8Ae98tWOsLogwSHt18YOWqOAI++UlYELi09k4jC6ahUyuaslYTiLvHUziMJMEmYBgm8BhUuiL1QD/ffwe6oguOSAQovQSkEYG9z84Iac0qpgQRzX0WPIbvK/LlfZg82EOVGheoFMDLrOe+R3bpiTy/eeVi23jXlxmNUJMRTSdt/Pi6YYgAXB5Pcj7FQI8yAytcFh6b7d4HrlC7WghSMNBd50vLspeRCGpRe+Refc0Duz/LzYnpModLBJDMbkTtYO3k/29OwbfvuN4b1Fgy27+G+ej2jp/IUDsWxLPIUBIcniH+fpAS20KgAoOGqz9+D3MXCxwkaKEyOGWk5IRhsyWE6sdO3RhuRMLlriPMJ6yW5S4+lmgjDODMwWZ+K9SzVsEH+KYIhAykCpdqlSyP6K/VqbLaDEVcI09aE7132D+zS+JnwetX5cdbxieauuVWFKCK8wnGqw3esaElWDthsTOWHxnnxxN+48QEzMpiRteOeltlGZSygIpwoRhRfNemHYddRBGGYLAoAQN1LyH8dpwQkDnYlCFojWC0EDTcF5cIUwOmlKDaRp/6lVzaP5mTj0aglx5dO06EDagywGiUhBeJpPleaIuOB0MmGYFpXJW1Z6wcDGK42ue1y48vSF4foqe7IZ30o6JAwVwVF4FwdC4YPYJA61stBUQIMz9TaIJtJQqhvQLo84E09Ic3rzFmmuEPq2Sh/0Ua+NMt3b+7lWwf4tCJoD0zBOCtctVXQ4WVPAkoWCglEG8J8AQzgf9IWgkhRlbd8h6TNQ9e9U/v3WATGodEvn3Gm122i1UeFi6QvDWLUiDVK8EmlISjq0Wfqx+y7wd35ofdTe79iwcqZf9Cj6mQH6oiUkGfJkSrAdorRP3v7uDU6iIC7OxuMM1fVwdk45HjNMEmTxzCmKJot8Nd1sfnD0ifsYF5Be6/2johYs9DhpEz9llI3JK+19+erPpTSVg3wXQ3fqRrBf2xGE3db2rNU7+uDc/9KAzQqCcNIRUbgvVlULgdXCkOd3AKGVFP4Zqlst9JOouNWHnS27Le1dh/MCkbe64P3bghgMQtCLRBVnE2ZBr8qWIR9AhSAuBI38PQZ+CBVDLwgzged634MT7PwML/p6q4yGSmESf+tah6j3XTg+rBaGXZvJF2vCGmFIfnU/Qlzmgojn4aFAaLt2sdXNQKGFVpnNBPsghSW7VpTu/5gM8RXyUEHr7fdFIROPMK9ufwIoVD5CIE+kwev/KhA0HBQQp1fy87SvilpwFUdBo0X6TFhChaAyq6wSV0G7iR6bhC5Zv1hGGxNAuY2vF4T7qKyIXV8EqyrywZaSSEHmd0LFMOUtQtWNYkLSRHHICRatNNsRkh31VwcOnSYU7YWFSHfblgZ522g+H7WbDFxzX4TPgeBf4OfhAuh/3nD9M8zlS/U39l2pmudioieJqNgOjuQn1/5bxBZ4naqtaONnjc0EK1f7LTRaOG/DyX7XXddU4YxLYWUt7GnRq/7WE127HZ5HOJSQFQThpCOicN8cTBiyW1Z+8Rnt38V5QRg+hMNiM8kZOi8CFQyIHJTSULDsbLwIdCHADWKQsoA3CFKlOiueDZ1XWAWtO3uhGzxGcTjQDsoBZco68twqin/vtosG57NqUZmhykL+fej6C8eLIWHI9sH/8kHsDQhD/9qgkTRaOBDSqoIpceL88ivcTm2QEiZ6pV1QCI6R3fOZUMrn53RFYf66vPq9yXWA/8zwnwcqrGAcbKkf5IbjWChlfOtcqNzouEdbH5cFt91ET/49BJJZsicXg50Ez2aCUNpGLyV9W4K/h7KpCKR9twotCUMFg9Dcq/w2LykR6XwXiu9SiQlIlfxOb6+jZfsJwrCfUMk7S2zyP7Tu8z4/5/w+S8cKnwrh3PPPgDwJ1BlntmBS6ojxVfD8WJ1j7/FvElcetwA023EWP4Tz1eC1AhzZ6LvT9jP5O7pON4TLbDcfe3+Bt84cwkFBmD6v1idkBUE4yYgoPBAHEYbZK/1qimGDe14hzf+VdAwKyVcJ05d3wn6pbYJNwW3I2OYVQpXWhVtbJcxG1xGFlAeeufPsP5btS9Z5Ti4A8+ARyJ3P3oKwf433ekw4mqyym77NBGEYKuNYFobIFqihkDwJVcMQyHKWXisXbWU5gTJQJYwj697jsZrQC7q6rWYcRIZA62C3ZxBWCjxXj+kvsJMSNsYH9dzS53xArFbs7ZiL1Vgl6SV6huYChwV0kiCkQxKEwuEwZEvJ/yRhGDa1X+5UcTBInSkGSRjaKKyGkpBDY4n3J4WqVkioWF8lDKvrtum+6S14svcZh3mFnBKCP0e2izamNXWcV5lXCv29Gac5eHGai6h8AaV4T2/yL0FxwSyEzzRf9e/Oh/b2pAyILItt35Y7bL9ZsrZju/n8/e7PaQpHLgRdZqvZz2KzgnCqEVF4CVkrDAEf6IbWTvCzFUDBGQRxGJxZrBpmApAy59wThUEQpsnq3Ynr+TjT90yoZZXDfEXBuMhFnrXM2kL5efxz15n2K4QpQOVfVgnCVU5JHNXJYJ0wJHTthduwCdrbCmV2QrwUPUIbpo4B7XDyJNlHf0GHflDb/Z6CrrRhe2p9ozzI2keAG8+/d05pSw4bhSEB/tx4jKF7wGWfB8n+03un78v22+8IWG4FJyBWc/I5SJsKwnX//sLh0LelzkN8rxC8MARAXBmk4KMovJL/TcJee2rQlvo+Jh03vUtKLLj4ve0KwrWLM21yysH2vY9RnEhxFPpz+PFo+/7883ON4+y0Rod2y2CD2RzZtde/93us+vPnhcbAqq9+oZwwBaT7+RSfldnuQJI2CsA8Uet9c/acmHQamse/ZLMiCAXhNCGi8MCsqxYCy0HusjAEkFaEg1+CP7b8+JJI1jOXxCEHid0WUdXJgvYdNjAkB/ujzwK5GOQhOhDKnEkIKPPgMq4cl81PiBWFXiYyF6D+gNnj/WsqgvDksM5ueo+vbCVVobCRgrv4AMul8GU7cwfDUvAp6OoLp+6o0j2cKh4DwWO2uExnfs5SVWGTgDJE5kHshc8RhdA+6rww5mog+Y6D/GvT80qdALl994NNZMJxacVgUPz73oJwyJbFjg+Xri2tFoahlVR1bzt/FyhFcHG+LkGRyipt3XssTFHoj4OAFQkVFyvr6d4Jc/bSvbj5eYb7KpyPyv5k/BmHZJBO1yMbaUqQ5Ctyhqq/w/J9vAnJjkPVX6ngT/NNWsIicjw1BJ21AIbeNU++UvdzKU9Mdar6WXV/SRDmSdkhmxUE4bQgovCiWBXgqs7fOsIQ4WH+O88zZAfbrxqm3h6dvV9wHso7kyQSl6offtN6KN0b5WoxmyqE4bdc3CWH1q8a5gIwvq4zX3CVIEzB87AzEkF48lgvDKO9ABhuJYVvy4IPVsM9xK3XRKkqwHMM0xxCPoJvzerYRT4eSv/fq4qH4Cq2Uvay8t22rE2C2/418ZXRWC0M1VHfYp4lXDotszEhNBRQdmugCCPLAsN0bn2h6DK77lf/s8+Eno2HY3TPT+z28jCUZKFhYQikrV8Q7rlMZCmNfOGzJAaDDeX3Wr/WDvSnE3TaGcmB0KbndPwCsNk9k/tFle3H6MfjuwlCh00Ye/76mPwcEFFJNAW/uPk9vFz1d16w2hgisOcOLe862jLCPoZDn0uUfOjyVI3uuPuJqvAZlc7bn89gUlbsVRBOGyIKL5p1AS7i31KgS0svib+Gz2fls4XEbjiVEzno44nrXhgql82LSg46OEAgvHx15jEeOjqGQMqQBlGYC74gIDviseOA1onBdLz+FRNBeBrYWxjyT/1WUn6dyjbhZjsJwVewEYrB4HBLtfZ20U+YZCMhl8mbrkjie7+74AqWxFH/vPZ7fXy1MFZpMLgCa6jecBKI2+PUGntPIjAJOsoTONQ93/zvK208s/NwjP65DJ+jcGkYSrIMCENvC6lTBZkwDMnIJA75HfPpCxi0oW5CJd1TeTvy4OqXlN9Tm54p+c+D3L84b4K+lVxp/3mgYkIpvUGw85D06C6YtpTE3Ghs0UiR23Halgr+OiP9PX5G7bFVTm57PRtNYjCJwo4ApJ7NAmsEodinIJw2RBQeCkMBbngc8W8p0O3/KTT5eEcQnUf6PVYO4QDysxKU9n4+OGUfEAMIcz/iodYEwHFsWSAbnGT6Wz4HsOtcojPpVAaRORuXveuQIBwKoCWIPPmsF4b8W3+OYfZKSgs2wf8ekygdG8kqCQgr/+q1dkGd+zOvJPSCrc5CK90Ashvcbnrv8uhSlcF3BHhBmIQh+WvjwEF96B5QWXC/HFjmdh4D4Y495+17KQHUOZ99LRAlgvDysN6WVgvD3I5CEjEsfBZ8TRKHqZptMxsKi5rlRw73FL9Pv5I1vOjJJnP2Vp23t0skG4mF9ShyQ/fN8ltEYZWNszOupSrhunHmY/LdPqo3vniVQotuPn9a++F2P5f4Wrv084Dtrt37N7fxzI4Rj5wfaeAiCYJw4hFReGjsJQwR/77soGO/S/z/fkspAL+qmv+78vMPo5MGr0gaK3oK3XXOskB4aJS07Aio83pCPlcwnEfeztYXg93AOP8bsNoZ5d8x8DfhZLFPYQjVCWiBflCbKofJRnTHPkLrNeJRlu2iaw+ZSFpqn+xXFFx2j+ejPMg1CQGcr+TkwhDKLxCi/fXJAsrszNaJQv496wDo2+1AULls0yHCFUF45TmoMGQb4apfaMMMiUqKKovvuQEbUmEKRHbUpaTKsu10KoRL98p+7hF/73vjiLYCZAmi8HmwqtU1v7/7CZ79jqc7svQpllYkDYI1LvLj20e7fnvAfsll79233fw659VBYGlbDWnzFgRhABGFh8pBhaF/XSwhphAvbw3lttKsEhDmRqjwmIvvH6oG6ZAhQF6H6wx1SdDFYBHx8SRl82BzQAwCQMehLYXhWO2MxEmdbPYhDDsBbbCVrMLuxSHbQ7AdlyVMVPYFn8hfJVzI/29ILOVBV2/uUef+P/h14EA3/B9SsKs4iA8KMWyQHc41fpbQUBIoF3Krzg1IW8cQkvjNXh/fIBeYIgivPHsLQ6BjPp4gBrvJyLj4WSYIl2wo9zWdYwb7SRXA5e0dhqpxmwqx/rmmz4ZuFd31Pg+G6N7vfQE16M/2JPsMI4qto4p0JgyD3w9JLz/tY6X9Jh+96nNp5e8dP70fQSg2exA+9alH8OCD07XPecxjtnDDDVddphEJwt6IKDx0VgnD8DfEvycHPSQOkT0nD3pDUKgA2Ph4dPUqvHd4X8TXbT7+nrPoVRG7DgboOp70+9Drh8UgsNrxiEM6HWwmDONvvrWy+0zK7CHZQh7YhqX402JMQH+B+C4u3YFLLdR5W+WaOTv7hpZ/jVWd7sqRcT5l/9woCMR1x6Clc+sEkEtzjfpicJ1NS3B55djMlqIdZQlJ8m2M68ThsA2tGkm/vThvbexWs5bvo/2cb/+sQ/Ww20WwPmnbt1+Hvu872OhyyZwJQzhfZQ1HUCELtIf9DttuZ5rGynn8qxKzYrOHyf337+DZN78D81m79nnjSYH/e9e/E2EoHBlEFF4Sug54+G/p78vicPnl3aA3e63qOjqVtcd0P843FYbDoq0bGALLVcHwt73EZP+91zkdcUini3XBLNANaFW6BztVQ/65WzlM7xuD3d57rh5P+rnfHt0JHjsB5br32ZReoLskDLtBO7Cfc1u2w44NLwm+nn1T/zXo/n2jYwqXlk2FYb/67kVUeKYXghd3ny13lPQTKUv32AHPk8KYVX7/Kr9ITi6A87fo+7I0zkFhtdH4wrjC5xJBZdc4impKn0/dBC+wif1unKCVJM5l5eGH55jPWnzpt9yI7WvHg8/ZfWCOv/n9e/Dgg1MRhcKRQUThJWXIMYfHA/3cZvZIx4encDc4m05g3BGJy++9buXR7uH62cPwI/We1XeQ+xGD4fkiCIU+mwvD+Ntg+zX/PJxESb+vs4y9EyH9AHLVmPfD8vmnqk7603J7OZYTRCvObLlCgIFzy8+BsNr+8/cRQXi0OIAwjH8KduR9zdJ9lt5jeJXM/Fj5PbZOeOWv2S+9z4jgg2LnjEtjpaFX9kTf4IqcB2WVMAwLZOXCGzjYdQWWr2NfLK6wfRGEl4zta8c49/jtKz0MQdgYEYWXnFXCMPwtsE4c9jOcuUAMz/Sv6bSKZo58Xx/yywHens5kcKEaEYPCQdgrmdK1leX26/T6PInCIip/D4W9LWMow57dw4MZ+BWJlX2TxtoVhvn5+fNaShCpPc5sXeJmKEDOR7TquevOQbgybCYM+be+HaXXxxblARva5D7rCq8hkZiPq//zpqSjdFzlUlJ19Wvz+324A+bg4+oIQwBQoSqbC29gv/Y7nKDtisHu87qvXz1eQRBOGyIKLwvLwezy37D0nJVtpQDyFUtzN9iXZZtUCIdH1B/XCqdIy4+vb6GTAFLYhHXCMAWo/MgKO4k2Ep6fz+7ZzDZWBlKD2fnecw5Mfu4rhCEwKA6B4U+CoSMM22QeHHf/JtXB48oqYbiXHeXiML1uPza0WrCsE177Zfn8hpNFuc8ceI/sfh9Ogl78uNLY8j8H4Z2ecbDrGn7sXkuxW0EQNkVE4WVlVaAb/pazLA47j/baRlOA2FGOe2Qb9xpr/6HVjnLvuVQiBoX9sqm9rAtq/d+X7GM/trFpwNUPtg7rvu4Lw774zc9tvzbfP7fuYwdL8Ig9Hz3WJVkCe4nDg9hQzx4Ghddh2s3y2JbOY+0Y1wnCg4xr+ZqFYwy3vnfHvvd7hx83sd11dnt8bfbOO+/Em9/8ZgDAW97yFpw7dw633XYb7rzzTlRVhV/+5V/GeDw8r08QhC5676cIh8teGVHqffX/mv7rPJ8IIOe/wmvzDYE3/eq9Jr5n/32GxrL5eXSfJwir2CurvXyPDdpIbh8b20b2nPD63r2/2TgPwlBAN3Ts/Nz2Y/NpG4Bl+x46Pwy8xybjFo4Om9hR/ui6+yzcQ3vdY8uvG/Rfh3puqz4P+ue6ly+7FDY9JNr6vvugn0u0x3msOp/jbbO33XYbbr/9drzwhS/Ee9/7XgDAAw88gHe961342q/9Wnz4wx++wiMUhOODVAqvGITVVZDw9/7zlltkEP+iOn/pfs7vdayh4w79ZS/nQb3vBzuOICyz7h7u30urWrDDg5vee8vP2zz7fliBbs+uI/1KiP/7xofd5Nz6z1335mLPx4Pw77RZazY/uu4+249d9u+xIZFyWPfR0LlsWkO/1OMC8ooh/9a/thdzXfvPO9l2S0TY2trCjTfeiDvuuAMA8PrXvx4f/ehH8aEPfQg///M/P/i6xWKBxWIRfz9//jwAwDkH55a3AyEiaM1dyGkTMIqzQgH+m9YAsPzcPuG5RDR4vD7OuY2fe7FczmNd7uPJua1HROEVpRvkbfa84eevc3exfWbjUe3HUfSd/H6eLwj7YV1Am/89MNyCnf66t13sZ7GW1eM4TJY/M4bPba932TTB0/95r+cKx4NNRcfF2dD6RMNhC6+hczqIj73U49rbhg9+XfP3P9liMKCUwnQ6xT333IPrrrsOAPDOd74TbdvitttugzFm8HVvetOb8IY3vGHp8QceeADz+Xzp8fn8YTzzmefwLx6jMTkbRCFw7YT/TiDMGo32medgzHTpuX3Cc+fzh/HP/7x3055zDo888ogXp5e2ye9yHutyH+80nNvFHEdE4ZFhk2reqg/yTSelHxb7qQj2XyMIF8vFV9n5rwe9J1eJQax5/KCsOtf1we7FzyWWBM/JZ6+qYfh+mDZ0EN+x3/dfJwzXvW4/j++XvYVh99kHOe6m1/Zk2e3LXvYyvPzlLwcR4RnPeAbuuusu/Mqv/Aq++Iu/GB/60Idw66234qabblp63Wtf+1q86lWvir+fP38e119/Pa699lqcO3du6fmf+YzDxz9+HsVXOJwrw6JefC0/dQEgKJx/kJ9j7dbSc/uE547HV+Oxj33snufpnINSCtdee+1lEReX61iX+3in4dxGo9GB30NE4ZFir0rI0HPXvW7/K48Ov//Q7wd9H0E4DDa1laHgdpPXDb1H/+d1zztM9hKGBz23g9q42PTJ4iBJFuzxmv5r+z+ve97FskkiZdP3OUxWCdb+Z9l+r+vQ75u85mRw0003LYm+j3/843u+bjQaDQbPWuvB4F0pBRemYXcq6Pw7QYEI4M694efmhOcqpTYWC+G5l0PMXM5jXe7jnYZzOygiCo8km7a8rHtd+P2gwvBiHMjJdD7CUWQ/tnIpExuX+p7fb+vsft7zUj1fOD7sN8my3/c9rPfbz3EPMyl6WGzStnsxXUMX+1xBEE4zIgqPPAcViEOvv9SI8xGuJPsJBA+zLexyctgB46bHFE4HB+1WuZhjXSr2cy5Dr7tUXC4bFrsVBGF/iCg8VlysQDxsxOkIR43LZSNX8t4/aLB70OMIp49LbUdXIll5uZMpmxzruF9bQRBOEiIKjy1DH/wnNQgWhIPQv2cPwz6Okh0cduB+lM5NODoc1n12pe+vK338IU7KtRUE4SQgovBEcVhCURyMcBI5iEg8Lraw33M7LuclHC3kPrt0XI750YIgCKsRUXjiEechCMOcZNs4yecmHB3kPrs0yHUVBOHyc3nWYxUEQRAEQRAEQRCOJCIKBUEQBEEQBEEQTjEiCgVBEARBEARBEE4xIgoFQRAEQRAEQRBOMSIKBUEQBEEQBEEQTjEiCgVBEARBEARBEE4xIgoFQRAEQRAEQRBOMSIKBUEQBEEQBEEQTjGyeb0gCIIgCIIgXAE+9alH8OCD07XPefSjxxiNLtOAhFOLiEJBEARBEARBuMzcf/8Onn3zOzCftWuft7Vd4C//4oV47GMv08CEU4mIQkEQBEEQBEG4zDz88BzzWYsv/ZYbsX3tePA5uw/M8XfvuQfnzy8u8+iE08aJEYVE67MsgiBcOsT+BOHKIfYnCMeb7WvHOPf47Ss9DOGUIwvNCIIgCIIgCIIgnGJEFAqCIAiCIAiCIJxiRBQKgiAIgiAIgiCcYkQUCoIgCIIgCIIgnGJEFAqCIAiCIAiCIJxiRBQKgiAIgiAIgiCcYkQUCoIgCIIgCIIgnGJOzD6FgiAIgiAIgnBSuffeR/D//t987XMe85gt3HDDVZdpRMJJQkShIAiCIAiCIBxhPv/5Ob7u//tVTHfbtc8bTwr837v+nQhDYd+IKBQEQRAEQRCEI8zubo35rMWXfsuN2L52PPycB+b4m9+/Bw8+OBVRKOwbEYWCIAiCIAiCcAzYvnaMc4/fvtLDEE4gR04UEhEA4Pz581d4JIJwcYR7ONzTxwGxP+GkcNzsT2xPOCkcN9s7qXzqU4/gwQena58j8w+FnCMnCi9cuAAAuP7666/wSAThcLhw4QKuuup4fOiK/QknjeNif2J7wknjuNjeSeT++3fw7JvfgflM5h8Km3PkROHjH/943HvvvTh79iyUUld6OIJwYIgIFy5cwOMf//grPZSNEfsTTgrHzf7E9oSTwuW0vTvvvBNvfvObAQBvectbcO7cObz1rW/Fxz/+cZw9exa/8Au/cMnHcBR5+OH5vuYfAojfiQjz+cP4zGdc57NIqoonnyMnCrXWeOITn3ilhyEIh8Jxy5KK/QknieNkf2J7wknictnebbfdhttvvx0f/OAH8d73vhe33HILPvjBD+L3fu/38JrXvAaf/vSnT7VdbTL/sF9V1Bp45jPP4eMfPw/n0vNCVRHAxm2pm7SwPvrRY4xGG5yMcMk5cqJQEARBEARBEPaCiLC1tYUbb7wRd9xxBwBgMpkAAL7wC78Q991336AoXCwWWCwW8fdHHnkEAPDwww/D5UrIc+HCeSg1x879D8E2LHKUAq5+lMZDn3cgAmYPLqDUHNPphaXn9jnYc3cuyfved98DWMx38EU3Pw6jqypoBVz3hAJf/AVjOD8tdPFIjXs+8ln85V/+I17yPe/ZqC31v/3hC/HN/7/f3fO5W9sF/uSP/y0efniBz31u/R6Mj3vcFr7gC87ic5+7gM9+dr3YHHouEWGxeASj0cOdKujFvu8qvuALxtB6ccnOLcc5h/Pnz2M+5+McZE6vIpkJLAiCIAiCIBwzXvKSl+BXf/VX8cEPfhAPP/wwvvu7vxvf8R3fgf/6X/8rXvOa1+DWW2/FDTfcsPS617/+9XjDG95wBUYsCJeHe++9d99VchGFgiAIgiAIwrHjox/9KN7ylreAiPCMZzwDX/d1X4c//dM/xd/+7d9iPB7j537u5wZf168UOufw+c9/Ho9+9KM3ntN7/vx5XH/99bj33ntx7ty5Qzmf03asy32803Bun/rUp6CUwuMf/3horff1HtI+KgiCIAiCIBw7brrpJtx0002dx5761Kfu+brRaIRRbyLb1VdffaAxnDt37rIIjJN8rMt9vJN8blddddWBj7U/CSkIgiAIgiAIgiCcKEQUCoIgCIIgCIIgnGJEFAqCIAiCIAjCPhiNRvjJn/zJpTZUOdbRPZ6c23pkoRlBEARBEARBEIRTjFQKBUEQBEEQBEEQTjEiCgVBEARBEARBEE4xsiWFIAiCIAiCIKzhzjvvxJvf/GYAwFve8hacO3cOb33rW/Hxj38cZ8+exS/8wi8c2rE+8pGP4Bd/8RdxzTXX4BWveAWe/vSn46d+6qdw9913Q2uNd7zjHYd2LAD4oz/6I/z2b/82JpMJ/sN/+A948pOfjJ/+6Z/GZz7zGTzpSU/Ca1/72kM71q/8yq/gYx/7GKy1eMpTnoLXve51l+TcmqbBb/3Wb6GqKuzu7g7+O73yla/E7u4uvvIrvxLf933fd2jHe+SRR3DnnXeiqir88i//MsbjMQDgRS96EaqqwtOe9jT82I/92KEc6+677166dk3T4Ad+4AfQti2+8zu/E//m3/ybjd5XKoWCIAiCIAiCsIbbbrsNt99+O174whfive99LwDggx/8IN72trdBKYVPf/rTh3asj33sY3jb296Gn/qpn8J/+S//BQCL0quvvhpf8iVfcmjHCXzkIx/Bddddh8lkghtuuAGz2Qz/8A//gF/7tV/D3/3d36FpmkM71r/7d/8O73rXu/DsZz8b3/qt3wrg0pzb3Xffjb/6q78CMPzv9I//+I8Yj8e4/fbb8YEPfOBQj/fAAw/gXe96F772a78WH/7whwEA0+kUd999N4qiwJd92Zcd2rGGrt2f/umf4qabbsJv/MZv4Dd+4zc2fl8RhYIgCIIgCIKwBiLC1tYWbrzxRtx3330AgMlkAgD4wi/8wvjYYfCKV7wC0+kUb3zjG/Fd3/VdAIAf//Efx5vf/Gbce++9ePDBBw/tWADwbd/2bfi5n/s5PPe5z8Uf//Ef4/Of/zye8IQnAAAe97jH4aGHHjrU433605/GdDrFU5/6VACX5tye8pSnRNE59O/02c9+FjfeeCMAHMrqoPnxXv/61+OjH/0oPvShD+FZz3oWAMA5h9tvvx1vfetbo9A/jGMNXbtwbkqpfZ2biEJBEARBEARBWINSCtPpFPfccw+uu+46AMB8PgcAfPKTn8TjHve4QzvWX/7lX+Ktb30r3vjGN+JpT3sanHP41Kc+BQC45ppr8MADDxzasQCumpVlicc+9rG477778KhHPSqKp/vvvx/XXHPNoR7v7W9/O174whcCwCU/N2D43+lxj3scPvnJTwIAZrPZoR7vne98J/7X//pfuO2223DmzBkAwCOPPIJHHnkExhgsFotDOc6qaxfOjYj2dW4iCgVBEARBEARhDS972cvw8pe/HL//+7+Phx56CHfddRee97zn4dZbb4XWGjfccMOhHetXf/VX8YlPfAIvf/nL8YY3vAF///d/j09/+tP4/u//fnz+85+PFbbD4ty5c/j+7/9+3Hbbbfjnf/5nLBYLPPnJT8YrX/lKfOmXfinKsjy0YxERPvGJT+Dxj3883va2t13ycwOw9O/06le/Gv/iX/wLLBYL/PAP/zC+/uu//lCP9yu/8iv40Ic+hBe/+MX46Ec/ile/+tW47rrr8O53vxu33HILnve85x3KcbTWS9fu1a9+NZ7znOfgYx/7GF760pfie77nezZ+P9mnUBAEQRAEQRAE4RQjlUJBEARBEARBEIRTjIhCQRAEQRAEQRCEU4yIQkEQBEEQBEEQhFOMiEJBEARBEARBEIRTjIhCQRAEQRAEQRCEU4yIQkEQBEEQBEEQhFOMiEJBEARBEARBEIRTjIhCQRAEQRAEQRAGef3rX48f+ZEfib8/4xnPwP/4H/9j5fO///u/f+Xffu/3fg9/+qd/eqDXCpeW4koPQBAEQRAEQRCEo8tnPvMZWGvxiU98AltbWwCAX/zFX8Sdd96J0WiEd7zjHfi+7/s+zOdz/PVf/zUWiwV+9Ed/FNZaPOUpT8Gtt94KAJhOp9Ba48UvfjGuvfZafPKTn8Tv/u7v4qUvfenK1z796U/HP/7jP+LChQv46q/+ajzzmc+8kpfixCKVQkEQBEEQBEEQVvKc5zwHH/7wh/Ge97wH3/It3wIA+MhHPoLf+Z3fwY033ogPf/jDeNKTnoTf+Z3fwRd8wRfgT/7kT3D//ffj7Nmz+Nu//dul93vooYfwsz/7s3j605+OP//zP1/72uc+97n4u7/7Ozz00EMiCC8hUikUBEEQBEEQBGElX//1X4/bb78d1lr8q3/1rzp/U0qBiKCUir875/Dc5z4XP/iDP4j3ve99S+/32Mc+FkVRoCgKaK33fK21FhcuXLi0J3nKkUqhIAiCIAiCIAgrGY/H2NnZwRd/8RfHx77qq74KL3rRi3D33XfjOc95Du655x686EUvws7ODr7u674Of/Inf4KXvexlUfCt4olPfOLa1/7hH/4hnvOc5+DGG2/En/3Zn13qUz21KCKiKz0IQRAEQRAEQRAE4coglUJBEARBEARBEIRTjIhCQRAEQRAEQRCEU4yIQkEQBEEQBEEQhFOMiEJBEARBEARBEIRTjIhCQRAEQRAEQRCEU4yIQkEQBEEQBEEQhFOMiEJBEARBEARBEIRTjIhCQRAEQRAEQRCEU4yIQkEQBEEQBEEQhFOMiEJBEARBEARBEIRTTHGlByAIgiAIgiAI+6VpGvzWb/0WqqrCLbfcAgD46Z/+aXzmM5/Bk570JLz2ta+9wiMUhOODiEJBEARBEATh2HH33Xfjr/7qr/CVX/mVAIDZbIZ/+Id/wG/+5m/illtuQdM0KMty6XWLxQKLxSL+7pzD5z//eTz60Y+GUuqyjV8QDhsiwoULF/D4xz8eWu+vIVREoSAIgiAIgnDseMpTnoJv/dZvxac//WkAwOc//3k84QlPAAA87nGPw0MPPYTHPvaxS69705vehDe84Q2XdayCcDm599578cQnPnFfrxFRKAiCIAiCIBx7HvWoR+G+++4DANx///245pprBp/32te+Fq961avi74888ghuuOEG/NM//RPOnTu30bGcc3jwwQfxmMc8Zt8Vmf1yUo91uY93Gs6tqirceOONOHv27L7fQ0ShIAiCIAiCcKz5qZ/6Kdx666148pOfjFe+8pX40i/90sHWUQAYjUYYjUZLj1999dX7EoV1XePqq6++LAH/STzW5T7eaTi38XgMAAdqgz5yotA5h/vuuw9nz56Vvm7hWHMxfd1XCrE/4aRw3OxPbE84KVxu2/uar/mazu8//uM/fsmPKQgnkSMnCu+77z5cf/31V3oYgnBoHKSv+0oh9iecNI6L/YntCSeN42J7giAwR04Uhh7Ye++9d+MSviAcRc6fP4/rr7/+QH3dVwqxP+GkcNzsT2xPOCkcN9sTBIE5cqIwtM2cO3dOHKNwIjhOrWBif8JJ47jYn9iecNI4LrYnCAJz9CdaCIIgCIIgCIIgCJcMEYWCIAiCIAiCIAinGBGFgiAIgiAIgiAIpxgRhYIgCIIgCIIgCKcYEYWCIAiCIAiCIAinGBGFgiAIgiAIgiAIpxgRhYIgCIIgCIIgCKcYEYWCIAiCIAiCIAinGBGFgiAIgiAIgiAIp5jiSg/gsFDqxJyKcEQhaq/0EI4sYn/CpUbsbzVif8KlRuxPEE4+UikUBEEQBEEQBEE4xYgoFARBEARBEARBOMWIKBQEQRAEQRAEQTjFiCgUBEEQBEEQBEE4xYgoFARBEARBEARBOMWIKBQEQRAEQRAEQTjFiCgUBEEQBEEQBEE4xYgoFARBEARBEARBOMWIKBQEQRAEQRAEQTjFiCgUBEEQBEEQBEE4xYgoFARBEARBEARBOMWIKBQEQRAEQRAEQTjFiCgUBEEQBEEQBEE4xYgoFARBEARBEARBOMWIKBQEQRAEQRAEQTjFiCgUBEEQBEEQBEE4xYgoFARBEARBEARBOMWIKBQEQRAEQRAEQTjFFFd6AIIgCIIgCIKwX+688068+c1vBgC85S1vwblz5/Abv/EbuPPOO3H27Fm86U1vurIDFIRjhIhCQRAEQRAE4dhx22234fbbb8cHP/hBvPe978Utt9yCD3zgA/jt3/5tvOxlL8P58+dx7ty5pdctFgssFov4+/nz5wEAzjk45zY6tnMORLTx8y+Gk3qsy308Obf1iCgUBEEQBEEQjh1EhK2tLdx444244447AAD/8l/+S3zDN3wDrLU4c+bM4Ove9KY34Q1veMPS4w888ADm8/lGx3bO4ZFHHgERQetLOxvrpB7rch/vNJzbxRxHRKEgCIIgCIJw7FBKYTqd4p577sF1110HAPiHf/gH3HHHHfiP//E/4q677sLTnva0pde99rWvxate9ar4+/nz53H99dfj2muvHawsDuGcg1IK11577WUJ+E/isS738U7DuY1GowO/h4hCQRAEQRAE4djxspe9DC9/+ctBRHjGM56Bu+66C1/xFV+BH/7hHwYR4alPferg60aj0WDwrLXeV/CulNr3aw7KST3W5T7eaTi3gyKiUBAEQRAEQTh23HTTTbjppps6j60SgoIgrEe2pBAEQRAEQRAEQTjFiCgUBEEQBEEQBEE4xYgoFARBEARBEARBOMXInMITjbrI19OhjEIQjg/7sZkraR/7tW2xZeFKcFzs6XKw6bU46ddBEISjiojCE8PFCsBN31MclnCSuBi76b/2UtvGcRqrcHo56H0aXnep7s1147oSx9z0NWKrgiBcHkQUHlsuhQg8yHHFYQnHjUtlOwqXxh4uZcJH7Fc4DA7zHj3se3OTsV0KezisayK2KgjC5UFE4bFjPw5uP6/J6Tufdc7oUgXCgnDY7GUHasXPQ1Dve/91lzKgPcg4+z/3Xy82LByUdffgJvfqqnv0MHzLfn3fYfmzVT5402ql2KogCJcfEYXHgv0KwYvNUO63zUbt8XdBuJJsKgb3Yzd7VcwvRUB7GOMEJOAUDodV9+F+fdE6W7oYO9oroTJ0vIs9Zv8Y+7HZ/diq2KkgCIePiMIjzcUFs+oixSFFx9N3cquqJPlzxWkJR4G9AlfVe3Rzm2H7yN+HcOkCWtV5bL+2PTxWYDggHnpcEHJWCa7lxze9V9M92relg9jRevtZ/lvfHg5qu31fuX+b3cxWxU4FQTh8RBQeWfYXzIbHhlzy8EP+cVrlVKjzbjTokCS4FI4yBwlch+xl2Fa69XFaeuTgbBJY9sYZbHrQnpMtLyd6hsRs/rgg5GxmU2rpHs5/9fdW7/biR/v358UKs+Xx9b3katvdrw0M2+1qmx36XFlnq/3x5X8TWxUE4eIRUXjkOGhlI3tcrXHIS88Fhh1KJvYoHIeyvw45LGl1EY4C6+75FQJLDT+n87taMdeWaEVoFoLNQw4s1dA4VfatPzcpBZ+5He8dgIvtCjkr7GKlTa3yQ0P2RP6h/P7M/3YxlTu1NukTbKIrDi+2SqkGrsWK6zFwHQDqXYu9kk5iq4IgXDwiCo8U+w1m/eODAW33u+o8tgrqOWLviFTPQdJQFVGlv0vVULhi7F3JWC2wVO8Zq+wlDyCpc3unakd+zx88sEyj6QeWCnuNk/q2qDKb7gjZdfYrtivsw6YG7tH192nwOf6+C77G+5iuP9rvWHNx1veTS8MYuNMPkszpH3PoWmxir/m1yMe2l62KnQqCcHBEFB4JVgWfa4JZYDCgXf2cdcdLoi/+hboOJzmsTCT657DzzoXjOnEoTku4VAxVMtaJwQHhFYPHVe9L6Z38/U95QNsRhhdzHtm4lAKg/e/aP0f3xrlcRYjnS8l201jTU5cDzu77pPcX2z19DNlU+r6qGpbu01wY9d8jtyUAcD1bcpkw3G9yJRNgHVtf4WtDwsQnSw4uDPuCUPlr0b8OK+w1tpJSz1bzsa2r8IudCoJwcEQUXnHWibYhxxseHwposSbY3RQf6Kru72rQWXkHlFUdwjPWB5f9xwThYlktCFeLwayCofLHNrEZ520k2IYPaJXjd6SDtL+p3m8KUDobl76ocaax9oSsD0ZTwCnCUAA2S7LkYqcvgHIb01gNgfx9qMjx73B875PLjr0fO8oFocZ6eyFEKajcQGJnr2Oq5e/+uLnN8vE3uQ5eJMZrQZ23TwXEfkdCPh6xU0EQ9o+IwivK+iws/zQk9nIng57TCY/p7D3WOaI+FF1kXi0k5eLfu4FlOKTCcuVwVXAZXiSOSzgM+hn4IfvJxVU/k5/ZldokiA13OThoVf5up2ARjt8qCsMDVhuWBKHuBN17i0LKxhmSPUG0BhvmwDPGxNkrJeA8zWwgCJcSLH0BFO7hvXxQqNI5QCkQnLcdFoaK3L4rd7kgTDYzNJbg7zi5SUAUhsP3/+ojxvfuCML92GyqVrKtsq11xWGoog4lccROBUG4OEQUXjE2ycL6x5eqA4gB43JAq9PrYwY3F4jLx+62unkHGR/P2kZ9iw//6AaqDt4RbdTmEh4XxyVcDHsJwiH70VmAprt2E5MpOr5jXyrxIw5EBCjtbUGBlP8OAEFsxddvWiXs2nQ3sNR+fP2qYf55kY8zBLshqUNAWLxC+WCYwvND1VACTmG1b+omIjMf1PFH6T4FFFSn/Tl//+w+JU5YJFtSmTAMCcdNxp1/JWHGP/cTQcGP+bEolxI50Zb3suGe3XYEoYHKbXYpMRXo2isnagDALQll7khwnSSO2KkgCIeFiMIrwiaCMBd1WVtOJ+OovcMNjqiXjexlJrsO3UPx/zIHSCAiKJU5KF8RAfIgmNvmBiuHK6sO6XidJwvCvhkWhN2ESl4dUF5gdQNXFR/XHZvpLlCBaCvkAzcVqgzkQMqy4PJVhlBo4CrHAdrQVF5pMPF3pcyS7S+Ps7t4B1dCwjgcQqsrj5ufx1VO1xmmBJzCsl3lSZbc5/SSFpkQU/0EZuc+zSvWGoosSGmAWjYnSvXuTavunSrmUkIlT/4QQNr7NQd0xGi471clNPvXCJngZDvlYxdQ4fpkVUO18jokYcg+tu9v0zXhVnWVfcaInQqCcHGIKLzsbJCF7TjeobYcnWVf2el2A9rgjLPXxL8ND4fj3cw5+Yn+udOOQSUFhxYcqW8bzdtc1lYd4hGzQYjjEvbDOkHYt588OEw/R5sJGf2O0Ar21D0MgaKdkHIgciBYfywLigXzXJhtEliGQ/QDWg4uNQq2cz/WdA5qg3EGW05foQIRKoehSpLsN58bKQHn6WEzuwpCCz3BozrJjPR7ssHu25NPQLItBUFo+e/U+ns3ZCgsVtuS6n2x7USBBpPGFn2jr0RGUeoTOoor6Pw9rxauu2rhmFwhDIJQK2+38fgDvji7DiFhw3ZqgUwchuvCwjW01HK3gghDQRAOAxGFl5UNBGE/CxudaVcMLmdidXQ68XunNU6lI2WVQopVPkQhR6FqoNLPKQB2ULHS4J3VUpuLA0vBoTaX/DqI4xIOwqaCcLiS0a28pepb+t7N6McAkpJgCnbhYEHKgKiFQ3geABVa4tQGgeVQQJsHkgWUMinAzNrSVOczICR3fMCYjbP7ZZM47ATD/A7DcyMl4Dz57E8Qdv2OF4L+3tTKpPu3Y09I96oXMsm3aDiw7wgNlMgSFVwtXH+v5fYebUUVmS2ZThKFVBBjLMC8QvO5El9N3PMez2xXJZtlezXp+5LfVlnyBt5e2dc6L5CJbGan3GAaKvyxvRYQYSgIwqEgovCysZcgHK5upKpFcCQGMWjsBLb9zGwSiYiBLtJ7hwA2zDVCCnrDY8FBUVZlcLH9LAsqicdOxGFxymR6p7pUdcivhzguYT8csEIYs/XKfzc+cA2Bo4bOqglLVcNQccvswsFBk4WLgjAPZilVOTYKLPOA1tt+FIQFtA8uU6CZC8Phcbpgv/A2TNYHnNrbbwuCBlHL1404MOaqod6HMBROKoOCsNOSmcQW/2yiINQdgThsT+TtyamW/UeWXAkyKMxfT3Pt9sJ31kRByPaTxhpsBlmiRHOCB+zd2G41+8LQC77ung9CFEkQ8lfpv5tMMGd+PfpbJHslC6UsXxdYb6eOrwtZb6s4gDAUBEFYj4jCy8LBBOFwRtYHtksONwts14nDKAoT7BTBlUEfQLq8OqhSQKn895DBTJUHfv9uJjO4dV9N7ASX+XURYShswn4EYVjoISVStG/r0r5yoDsBbLHafvwRw2zCcP87X3GzqoFyTQw2LeILEIO+TQJLAIgVl8K3jBYwuuwEmUYVfowFVx9igJmPs5vQcbBwynLAGX/WcGj9q/JKhAIpuw9hKDZ7/Fm2rbWCMPqdzG46yQsTW55j6/OgPYXKWAuLNhNsQRj6ua9xwZl191rym7F1NAg0XXTHkVf/lYUjB6AJtUJ/ZA2QBtfzQuvqcttq6OIJldJ4DXQJo8okDIM4XXsdbByPQwulWrZTahH8K4VPmP6CPMAewlDsVBCE9YgovOTsRxDm7W6hxS2b89QRgAY6ZGNjawoHibF1h3+LTjAtVtOH0n9ZdYGFofWOih239t8djBeD1md2HYCw2IaKDissRDMcXObXR5yVcBEs2VAu7npVjBC0+YDRhAocOIANFUM9YC8xaaIsW4hqoEjBag1Fje/EDDNwefGMvQNLIAW0WcVBGQ5mVQmjqjhWoyo/zpQUWj1ODi6DIHSqhaUWiiwHnVBwvk3NAYjzhQnLwjCOXgLOk8VwsiX9abUgDAJIqcyWECpk3kfB+Mf696lvwfaVQq0aWGphSfvbjfyCZ35+HWmokMAcPIvgT0P3DI+PkypZxS6vFKpkz5YU4Pg+dih8UlP7RaTWXDcVUq3hcyYIwir7KmBQdroRcvLrwC3pFpZaOGq8nWootHDQsZLqX9irGFK8EslOxS4FQdgMEYWXlU0Eoe444FwI6kwMRoeMLDPpA9ooFsFiUZMGSMUgd7hSGP7jQDJWF8j6AJiDSHZQBlr5tjnicfLfAdVpR/Pvv7YdDZAAU9ibPaqEyKvs3eRJsp+i82WUz+SjgAkVhWA/ZGJCJUF+zpODVWwPlkKgWcNCsQZ0qc00zFPa7G4ObaNJuBovCI2uUKgKBhUMuFqoaXicaaGKME5vq8rCooFGC4sGVmk44pUenX8HB9vpdu0Iw6WNvcVujz9r7Kqzz99qQZjsqYp+qFCjjk0Zf692pi4EfwMLq1pYatCqmp+jAXJ8/xEMFBkAlhONg9XCbpdAEKnaC0Kj2H5C8ieNwUUBxvYHAM6LURvFaHeLmf5xQ5VQI3Qd8PFGfB1UsN0yuw7L9srXwftZYpHcwk/9IO0FK/tV19XWaXEcYIWdio0KgrA3IgovKZu2u3UFIbeLhkn6WRtO7oRRdMSgAWdCDYroeDRSwKgpVCBWi0LnW92cbx8NLWcW3Nrjsu8pe2l9CxqfS2xt8d+5HW0TYTh07cR5CcBwtb1bGehXM7oLshjfxhWqbiFQLFDAV+BQoqASxlc1jE926MEgluBg0aJBqxq0yKsPCqQJcFx9ACy3oYUod0Vgmc8LjK2tvtpQaA4sS3CQWVAJQyUKFNCD43TRom38r4VVDTQKWDQ+0DRw0LD++GHGFsEH3qr1cyPdGmEonDS6iZbeFIYlQZjsqVAVJzHA3/k+LTKbMh3/E7pRnHJoqUHr/Rz8X0k5kLYg5xddgfaCcKjbJYw9zR9OYnAEo0coUHmhGkSZHwFZaNVkYjTMd2z9fb/ueMFuQyKnjMkmPvYYpRqjpDJ+xvCzu8LUgbwwZn/aqpb9PgwcGrSoAc2t3eCJjz1hSJ0tPNhAJekqCML+EFF4yVgnCLFGEPqFZMIcwQERaLI5Clw1KFGghPYOuKBQ8dAwFFpI+5IwD3RTA6nzLWfWh74tkii0ylcY0CSRqBoo4kwmt7coPyEesVoYnVVfGGJd1UEQhhhKrOTBYGod61cHY9XNB65F+E5sPwWlpIrp2Uy4S7MaOloUaGKVkYM88m2ipCy0amHJQPk5t7x64urz6qyQ2hlvhRJjVJigpAoFKpRUeDsP9g2oePx8UXvLY1UNWirRooFVBVoy0KpG6wN9m4kAhwZsuKZnuzynSQLOk8Kwj0p2laYzJJ+UC0JvS1kVu1Dh/qy8CAo+ySB5otCiyf9vyaFRJRrVcBUtrE6qCeS45VmpvQVaWJxJwyzZfIkRSjWGoQKaisymHaxq0cL4N/FiVFk4FIDiVuuwP+/wVQz+m9u9+XqMUaoJRpigpDFKqlCiXLoOHVslruzbkHBCA60KWKpjy2m0U61WCEPlrxPPwVzuyBHbFARhNSIKLwlrHBeQCcLuojIqa82JVcJ+UAuflfVi0FAZg1oOZgsUZGB8fta7qkx+qhBHA/Augnq7I5HPXHZEoUWLFhYFWlWgRZrrwNWGkOHlN2f3aeNBloNLLe1owgasClwR7SjfekV15tN2qxnGVzMK+MpbFFhBFBqEuoZv0u7YC1Fad7clFoUFCtQo4hgQUizKzzv0C0VwADj0uZAliXwLWt7aWugRSowxwhYqcHBZUQlfJ4w2PjRO6wNuC4eWCrSqRaMKNL7lNVQ421wMeMLngerMWcptVOYtnSx6Scsh35QvotIRhFyFK9UIBY1QelFYEttHmfkiPXCftnAoqUCNlIwJi545xYlHB8OtqzGp2B97/lmQkiqFGqFUkyyhwtVL7RM0ztf8NXzbqgKc5nm42nIlneKAh+7zTBDmIlSxzY4wQUUjVFSiQuE/X7r26iis4+3854pFA4PGzxtuYOJxOmjqCMNor/639G+aP5ZfM7FZQRC6iCi85Ay0jXYEYQhmQ5WgiFXCfOWy2JLi5xQVKlU4uDWlQElFaNTh7yqtwaaVglZpFDm8wIzfsYxS0Gu9QGxR+FphizZURlDAqpoX2ciW+bbwbThoQASQUmHNAHZayL+r6JtEGAp7M2RHqV0M0YZSK5fOxKDJgtcyC16rLHgtgt0onoGr8z09ARDx8kotEVoyqEnHUJbFoK8k+oUztCr8vCgf0K2ZD8WBYli0o/TjHaHCBBXGGNMEFZUYhbEqHqtWXavuj9OS4xQO+SqoMmhCmB4/fxSPLRZD/DL58C2kICDOWworQeaCMD8vsdmjTz/ZklffdfzeF4adJIuvEJYYR5uqaITKJ1o4hZnuU+P9UIDA/qYlQkOpqyVU3MNcQ6MaONXAUZ1V3JfvMbafkFQpUPiKXaXGGNEYFY1ZlsXjwFfSvVRTytuvX5BJ1fxZsrJC2fXfutcyWtEYYxpjRBVGKFEps+I6EBwBllggN2R8gqrlzxa18D5c90aR2kStnxWc7DRv915ll2KngiB0EVF46AxXCbvtbrmzDcFsto+S0tlqgywKO+055KscVHHFgIqYheSgNgS2CkYBRqkY4CrVHWGqFHpBSEBLBEcabRb8srMq0KLlDKZvQQtOU8VAAhxcEuCcgqXGn6M/XowfuSWH5xfSHr5JnNfpZF3gmiVWYqUw2yjaL0OfC8Ju8FrxFzh4rZRBqTTKaDuIiZQ8TRGDNyI0TqPwwazyc504mG05iM2+1s2FCiuOAnnFwQfcaowRTTChCUZUYeyDy0prlLl9Z2/tvDlZIrSO0JJGEwJvaJ5zHOYsB9sNdqn9G/gUTVhig7M6Yd6ST+vE5e/zfyux0+NHv/oOxMVY4sJmYQVRLwq1r8IhCKARKhr7pEWFCgUqb0+lUii0ivdpvFOiLQENaRTOz333iQerWrSqhlUlWm/XUPm8QsrOIDyWJ4NGfmwTjLz9hAp7amEt0JCF9u2jQYw61cCqiu03m/+3fN28P8+mdpQYRUE4phEmKDHShq/HwHVw3v8mW3VonEYNXiQuCMK4MnAGz18Oc53TheWFZ4J4lqq+IAibIaLwUOk7jl4gmAeyS6uMpsUxTKc66CftY8RBYq89J4jBEj6o1QqF0ih9sFhoDm6N9yd62a/EYNeRgs0cdQgqG++oCtJofVBpoNEgLHKh0cTFPvi/FoiT9rlSyBnMFFyGgDJGomuqhcLpZi87Uh0b6lTWQ3CIcQzWKhph5AXhyAvCSrPtVN5mTBSGy6KwJcV2oQiFU9BOQRNXzuJKir7SYP2eiJzFXy0MEaschqscqkIBrjaMaNQJLsdao9IKpYYPttmCQrznEMSr8oEmUDtC41QUsaFaEud4+deGSkM+1yktzU9eEGrkVcFkt/1/M7Hfo8maZEtIUGT7Cvb334tzclFFQTjy9+mIl0PCSOsogirNorAYsKdwjy6c/7vlhGKYX9eiRqsWMKqA9Y2XlK1s3TmPbJxGc5t4EGcTP7ZKmU6lzhKhDHOICSBFsGjQqkVMMKmOEO0ftfuZU6gRKnBlMtjsli4wMhojfy3i50pmr5YA64DGKdSkUCsN4xSLQuraKBQQFoczPqlKfsXU0DkRq/shgbZyDrAgCEJCROElIzmRfBluZM43zvLL907rzIHiRSYKXyGsKAS23DJa+fXUKmVQ+spBGYJFxd+5koDoiNgpdx2Cg/KikJ1TS4odVAh+fUDZkOZ2OcoXsNExi6n8xHZEn52EoOOIk1tHfWUwZTMpOq4w+X74eoojOz0MBWC5TYXANdlP347iCoBe/nGwNkrBqzL85UUWfwFF+FKAVpSFUSFp4oM3q2AcQVsFZUOlnfzCFTVaVUGHFjRflRu+g/OAtsgWlxlhRBOMaYQxCky0wcRojE13rKY3ThfG6W24cUDpgNr6QNOLWEW9VnIVxF3aaRF+31KA0rzC2J5mJeA8SQzNdc8XO/O+qfArepZq1BGEY1QYqwIjpTHORFBl2Jb4XqXOXdI6hYYUSgvMrZ97a0NbqUWjxmjUDE2oFK6q2oU2TvB4o83HsZUYqyJW2EP3ZrBlHbpbiBdlarCI29VEcbzkOYEgosP85YKP5AVhhS1dYMtojAuNkQYqDZS6Z68+GRtt1YKrqwrQTkE5+E4ExP55I10AAOrwSURBVHZR3kOYryIpXsVVK7/qcFjlOCZx+tXC7vjFXgVBCIgoPDRWt4bxDwNZ2GzZ/NSa011YJmRjee4TN+Zwi45vI1MhoNXe4bAYLDW4WqgJRRSGFNtHc8dMfqI7Z22TMGx85pK/CAtHME7xl29rUVkWkwWh8oIPvjqYHFHYsS20kCrfjhaDSgkwhSWGq4R5YiV87646mIQVB69JEIYAkatuCiOjMNIKIxOCNvJBLMUKO8CBqoUPZB2w0ArGhiq8AVk/f4/GqNUCTdgXzc915LMZCCxVaoMNcyELVF7EcsvoRBfYKjQmRmNi4MdKPvGTxhnnE2Y2XDuF2ilui3UEY70wdP7TyQ+IfIAJpEohFItDnrPkKxGxPS2syCgB5/GhXyUM915XDMbtJ+D3u+3sm1n6NuxQJWQBNFacuBgZjbEGxkZ17tNgT2G5FK66A7UDat9Wye5Dw9oCDVWo/Txgnk6RV+2GTk35cbJwrTD2qSC2n7E2GGnfPePvTUtAozS0U4AjWKrQYIRajVFH+zXRr3WvpK/CxUphhRJVEsjaYMtobBUaWwUwNhQ/X3J7dUTsewmorcJCK8wtoG1anEe7dHxSWR3fL2ZlwMkbXvvbIHXkkPfD4lsFQdgbEYWXhOFANq2S2HO8YfsJZGLQr5JY+FUSeaJ8aHkrMPJZz5FWnYxspZMTLjWhVBQztFoRVwszZ0BQfm5HqIKoTBByQBm+G6dQWOLWOsdVQUUqtreoKAiD8EvOK1Qfwv5QIBfb0Li1zsVrNhxgpr8IJ531VcI0h9AvlOJbxpaq7fAVDW87QRBOFAeIY191GxtgbICRJlSGMNKEQlEmCkPdmwO31mnUjqsbheKgjQhwZNC6Eg1Z1GqMBnM0vhU8zYdadb5pH9IizktK1Zcto32ACWwZ4gDTECo/1n7loY12rFA7YGE5YVQEEWv9Uht+IlKoDxKlveN4a42w3mrh5yryOolxUYsQGK9czEI4ugwlW0L1PS3YpDLRY7xfKmmECqnqHgTh2GhMjMKkACaGMNLAyBAq7Xxyku9VIN2ntVOY2yAKFc9nJ4PGlljQCHM1jnad5Fz/PMLnQUimevuhChMVquwKY6NidZ28z6udgrIEoEBrCQ2NsMg3u1eh/TscizrHTnYbqvsVRqrAljaYFBpnCmCrIL4ehlBq1/lcYd/LtrrQCqVVnTUBlPVbdDjyCVy/bZSycMR7CRMIWlkQjJ+WEWYDq46tnsTkzZ133ok3v/nNAIC3vOUtOHfuHN7znvfgve99L5RSeOtb34qyLK/sIAXhmCCi8BLSX210uW00X9HNz4XIVhkNLaOVXxiD52uUseWNW3SAyiiMNXxAixgsloodUOEDR5MFj8o7ZiLl5yApWKd4ortv6Wl8hWFhFUqnUPgg2FjAKA1lfW7ZTxUE+oLQRUEIsEOD4swoQfs2Ut2dFN9ZdEYymsJQciW3pbRBvfaLYXBSpYwJldx+xpkgnBgVM/gTA4yN88LQoVTOZ/Qp2oqLwZtG7TQqzYvShNUQHTTaxqAhDmYXasRbyCBslp2Pu5u1D6uAalXAgFd0HJGvvmRj3S4I2wVhYhzGxqHUDmWw6zzY9u3ejdNsv1qjsH7xnHgFOdANwSb5YNMpCyLrqxC8aL+mUIkwQJi/FFYsjUH50GIWxzvgPLmEBFzPN6lQfU/dLHn3ShETLV1BGGxqq1DYMsDEi6CJIYyNQ6X5Xi1692mwpVL7aQgIiUmN2hWYUYWyI9BS1b1/PsonVgwKX2n3Nu8F4VbBCaBKc3KUAFinUDi2P4JCQwa1K3mfxXDMuOhOv1oYWlaz6r6/JhNtMCkUtgtguyRsG4etwmHkr0W8DgRYKJ9o0qisXxdAa7/QVUqEEQqQ4xZX9qxcJXRo2UZVAaJUMYxV/ZBwPaHJm9tuuw233347PvjBD+K9730vbrnlFrz97W/HF3zBF+DJT36yCEJB2AciCg+F5Zac7p9SIBsqavl+arnj5SVjqmxRGd8y6gXhWJs4ZyO054wNMNachRwZwkiz42FHHISh821mLs6nANhH8Fwpdkytd9SN06itxsKxk1r4TK6x7KiUBQAN5RSC7qNQSVCIgpAycUjKgcj5lex4/lWcOd/5WlctFE42fVvq/6yyKmH2hbCxdrYQhrefkQ8OOZnig1dfzdgqCFuGRdbEcNA2MjYGsbm9EIGTJlZj4QyKWKHUfh4f286CCoyoxNwvEhWCWQU9sEhGtvJoWGQGVUoCKZ5HuFUobBeEM4XDduGwVVhMjEVlLErlYHR6U+dtuXFsv5U2KC2hUNpvtZHsjKBBMCDHi26kYNNlVQgWiAqut5E37/ZGwIkNOE8Wq9su+a+hiyVLWCJPtlRxf8+w994IBcYq2dSWYZvaLghbxmES7lPtUBnbqRQGn7Ow3pbAlcBYNbMGY1uiohGMKpEWvgnJiPzM8jbOUGkvUwLIC7SxT5gab4YtEQrL5+1Io3XAggrvcSuYpVVPs2sZfLtfIKrwvpqrpnw9gs2eKSy2C4uxt9ki+1wJydjaGsy1RmUNzyf07x3+3RxpODKwVPqFeCq01MDvRAqnCjjV8mchcaUf/roMzy08GXZKRNja2sKNN96IO+64AwDwuc99Dv/tv/03vO51r8M///M/47GPfezS6xaLBRaLRfz9/PnzAADnHJxzS88fwjlOkG36/IvhpB7rch9Pzm09IgovEctVQnSysMhb37KNb7XfoJ63m+D5g8H58sIYOlY5xkUShJPCeWHoMDaWhaGxqLRNolDbWPnI3YEjHR1T6wwaq1E7g4U2qJxGaXlpcaM0zwmx+dR7gEgDKFgUUmgY5YDSkQWpMmYweZU0x6uP5q2kSm1YLTwZjkzYHJUHYJ2KW75/WrIjjX6VMAWvE61ie9t2QRzA+uB1y1iMi5YDN21RGAujXAxiCQptsI22QKkLmIagUHALmJ9/u3AaM9urNnTaR5db0GJiCGE+YYmRKrKKJgfaZ0uHM0WL7aLBuLAYmRaltjA6OQFLGtZxkMmBZoFS8/6E3LaWriPPQTR+kakCjhwsRn7/tob3W6QCWrXebk1qAyfydqtTADpop2KzR48syRLuh2yaQz7nPc1v7/klFDHJktvUtk9cbBcWW0WLiWkxKlovCpM9OdJorMHceltSAKFA6xQWRmFuFCpnUHqb0Kr0i82E6nx2LiosMmNgMEJJIYmaquxbXqhWmmA0+SQPr9atECqXCmNnMHKV38qmVy3skK08igoFvK82BuPsepwpLM6VLbbLBhPToipaLwqDONYsjtsCI1ugbENXj9/KiXS2MriGdQYtlbBk0aqG91REBYvWVwut96+hqt+rBNOQLR5fG1VKYTqd4p577sF1110HAHjSk54EYwzOnDmDz33uc4Oi8E1vehPe8IY3LD3+wAMPYD6fb3Rs5xweeeQREBG0HqpgHx4n9ViX+3in4dwu5jgiCi+avqMY+j04rVAlzOcS+goHQntOCmj5K7SMFrFlNAjCiaE4v2hSOEwMZyL5i51wZVqUxqLQDoWx0N4pK0VxPqHzQaR17KQbW6C2BgtbYG4NSm1Q+oDSKO2X0+bz4lqfBiy44kAlr8Lo/wvVQacsHKxvtXF+hbRUcViuGEq1UOgGrnnLGwesqeKeFsLwNuRX6A3btoTgdVzoVCH0AVsIXreKFpOiYdspWpSmRWFS8OacQuvtY25KFI2LI4pVD6cwshojZ/xubWUMKlfUaeI5xu0oQnCpNcbaVzQNj/VM0eJsWWO7bLBVNqiKBqWxMNr6djTFQaY1aKzBoi1RthZlW/pAE4APFp3fJsPFYLOAJYcWBVqUvE8btXCqhUYBp1gMsghMc5biv1G+mrBwhMlaR1Xv8V71PVQJw4rYbFN8ZyefpDAxfI9uhcpY2WK78EKoaDAuGpRFi0JbaF/Vtk6jaQ1GbYlCVyzMgCyxojBqDSoX9hoNFfehVUAR5+UXLFvjNIswD3e7cNgyFiPDXTMAeK9RRQAMLCHab+X4XcLqoyurrFBQMP7a+OuiuTLJx7Q4W7Y4W9U4U9aYlDVGRRt9MZHyfrdAbQrM2hJGO66MZh0KDkEY8nxL3j+YK6ItGt9hVGTVQhvtVMH1OhSOrwAc4mUvexle/vKXg4jwjGc8A3fddRe++qu/Gt/+7d+ORz3qUXj6058++LrXvva1eNWrXhV/P3/+PK6//npce+21OHfu3EbHds5BKYVrr732sgT8J/FYl/t4p+HcRqPRgd9DROGh0nMcS3Og8iph2OMvBLTZfCjyGVkf0IZ91OLCGJkg3CpcbNPZMi3GRYtJwZnZUdGwKPROyBgLrZMoBPycQi8IrTVo2oIdVFtg3pYofUUkLGYRV4CLlYZQbdBwvgXNooBDydUGamMGU8P6agOLw6WFZ9ZWC7uVlZPk1IQh8jlP4ad8zlOoaPDGznHTd5TehriiUXr7GflVesc62c62CW1dLc6UNbbKBpOyxrisUZVebHmbAQDnvNhqSlRNBaNdnGbUksLCL5gxMwqVNSgdLxrDQXVYTn/AKYT2VxgYcHBZIg+4OaA9U1icLWsOMKsFJtUCo5KDbWNYFAZ7br0tL5oKZVOhDHbvD0kwfgsNnn/Yat8pQAVaKsFW2/hl+ZtYLXRkoJRFaHnNF4wSuzzKrBY1eaUtroILnuPXmdZAfjXskGhRuisKCxZB22WLM0WDM1WN7bLGVlVj5G2q8PZEUHBWx3vUaE6wWFKorcbcKuwafv/KsdDTKMCbzOveGYR2chMTqxXx3oC8kBT7yW2fVBlpGyuFDWkYVbANO4O5UZhqjZEyKInnJqe5jMGPpwp43BfRf9qMFK9o3LXZBueqBc6M5phUC74ORRKFzunMVlsUtYvL2hDCXGZiO/Ut6pYMGirQoECLCq1qYLJqoSMb7ZQrhV4cLlXwgeNuszfddBNuuummzmNPfepT8cM//MNrXzcajQaDZ631voJ3pdS+X3NQTuqxLvfxTsO5HZSNReEnPvEJ3HDDDXj/+9+P+++/Hy984Qtx1VVXHfjAJ5nuSonpMZWJxNDqkre9JccbGmbCPoRhlVHEOYRb0dFxhXC7aLBVcqVjUtYYlQ2LwrJBUbYofOBojIXSoVIIwHlRaA1s60VhU6JuSpRti7KpUDQuLVITksvEFUJHir8MT5i3ZPwS245FoV8y2xFPiCdl4Pych+6G3nlgCYgQPI2sn/MUn+Or7amqkaqEBiGpEqqE3n6ylUYnfg7hViYIz1Q1toPQGi1QVQ3KooEpLJQXf85ptE2Bpi5RLlofyFJcMGNuNeZ+e4tKcSMoL6cf5kMtn194TPnl9HmRmTJLBHkRWzhslxxonx3NcWY8w2S0QDWqUZZ+nEEUWo229eOsWxSmhdHjWNfnQBOxHa11Ki7u0ZBGSQVKH2xaX4UI1UJuIw3VmiAo4JM54d8wt2Ox2aNF7pv6iRcgX2BGxUSlXxE3JipLvxVSZlNFV3iFxMX2aI6tEdtUWTUoihYqJFl8gqVcND7xEuYYakytxrjl7WJKa1BQ6atnOvrR/nmFrZ2i/8zshxNAqe3aKAcC0FgD431h4xRm1i9G07IdGJScCMVyhTIXo0Wwdq0x8kJ0u7A4UzY4Uy5wdjTDmckMk/EcVVXDlC2U5sRnuA7VokFZj3yyyXcnIG0VxUkbXvytIZ57WFOJBhwztCh8tdBAK+2ndfjPSnKZvaojW9F/5zvfCSLCU5/6VHzVV33VlR6OIJw6NhaFb3zjG7G1tYXnPve5+OIv/mL8wA/8AH73d3/3Uo7tGKJ6P+bVDS8IO+05A6sm+ra3ggoUfmP6Kmw7EZbP19wyumW4HWa7bLBVNNjyWdlJVWNU1aj8V1E2MGWLomyhvShEqBQ6BXIati1gG/5q6hJ1XaGsKxQ6zQPJXWJYmJ6DS+W/NFcKnW9xQYkCFpZ8tUEVfiVDA+ezmHGvs87iASmwlBbS08pAG3anmpECsphgyW3Ih2mlt58qJlQoiSzf3namqnFmNMf22AdtowWqcY2ianzw5nwxW6NtSrSLCoV/3Pn2r9oazKzBtNVx38PKGRQU5goXsYV8eUH4VOks4MWs1nE5fxawLQeY1QJnxjOc2ZpiPJmjGi9QVDV04e3ai0LblGgWFcp5qM4E+1VxFVXrq4S1X224ckDlNBriKkmTtaVZVUBRWNDHdzuQBvmAM/2bkT/Hk7Xs/ckl2FlIsqi0Ei7CVklcpTMoUBDX7EpfeR9ptqmxX6gpJVkWODP2NjWZYTRZoBixL1LGRTHULiqU5QhaEZxTPAfWFthpC4yN4dW0FQs0buU0WP5s4PNQSsMoFpBlSKTGpEpIAHGytPDVysYa6IYTO7XV2DUalWHBW7YsiPmeH05YKaXitSmpQKXCMbl7Z7tocGa0wPZkju3tKSZbM5SjBUwVPlcUbGtQ1SXKcgQz5woiL9ym0qJRhUJNCrXlz5ZaK9TOoCQWpEN2ygvM6I4YXG+CV95Gq6rCC1/4Qtx1111XdByCcFrZWBTOZjNcc801+OZv/mYURYHf/M3fXPv83/md31l67EUvetH+R3ikUWt+HvoKi6vkmVgdq4Q+jIXxVcISBqXWfmN6bn0Li8rwl2UxWDTYDpWO0Rzj0QJjH9iWoxpmxJlJUzZQhWOnHD78SYGsgWsMi8K6RLmoUCwaFPPQPpcWpwGSs3JRCKZ9Dlun0Sry8x4MWhSwKpufhJYzmWRAsFEcc2Cp1rSQCqeH5bmEqmdfsZqBsEALL0VvKFQLOXgNFQ0WakEUssjaLhtslzW2vSDc2uIAttqao5wsYEY1dJkqG2Q1yrpEOx/BFK2vzHHr9dwW2PKB7NhwAqdsuW5hkFYfXR3QhuDSoIDhoNYoDrYLHu9WGOtkhq3tKUbbU1RbaZzQBDgFshq2LlHMRyjKUewOAMLebCpWCMO2M41TaIxC7TRq0igoVT8aVUBTWmlVkYGCjbYa2shT4ClGe9TJF29KvS3JR4X57qFl01CRki2+ij0Kq1/rZFPpPl1gezLF9vYU4y22qWK8gK5aKGMBANQatPMKpmwBRX6OYYFZU2KrKDHW3AJaKc3JldyOYhLR16eV4o4bhGSqRqVTlZ3tnX3kuGxgtAWRF4WKYEljbg22rMG4ASqtUAZrDAvN9Ofl+eSIVppFYaju++uxXbTsl0dzbG9NsXVmF6MzU5STBXTlxbFTcK2BXVQwFVf8Y1upX4CmcQa1r6DWhrAIW0UphZIMSipQ+E4JttMCSjUsDpVO/hRp+5yjWtF/8MEH8au/+quoqgpf8iVfcqWHIwinjo1F4S233IKPfOQj+Ju/+Rt84hOfwLd927etff5iscBf/dVf4Vu/9VsvepDHixUtYipVDVOVUHcWmdFkYMKHvA8MS8VVjsr4fQgNeafDcwi3Su+EqwW2RnNMxnOuIEzmqCYLFD64NaMGKheFvlLIQaQBNQauLmEXHEyaWQtjHLS2nSphmuMQWs7CnCSg1QqNBkrSaFQILHneg6H8PFu4KAb7+7f1xfWq+Q9XPqspXFr6Ddh5tR1xX79s1VFV+ODVJ1SyKmEVKxqEseGVRrm6znazlQut7RmKrTn0uIaqWp9EYVFIixJmVkMXLQD4eVEGs6bEpKkwKQqMGoNKw+8NWPj2M9Nrg+2fq/G1mdIng1QMakN7+Ha1wNZ4jq3tKcZndzE6u4tiew7jxwm/0Ay1GiaMs/Tj91rNOQ40w75otd+2ona8yEalFapMGHJLrrddb79OtVDUCzAHqxBio0eDdfMJge483cw/hdU8VRE7V8rgl0L13W+FxFu62OSLfJJlvD3F6OwU5ZkpismC7anglWqp0TDzEXTJItG2BeqmxHY9wqQe+f0NeQ/Dwhl/H66yI57fxx6niJXMSvNq3EGsbo0WGJc1CuNFYVtAKV5wZt4ajHSByvD5lUqjoNIfczihE1tWQxLK+2pO5rTYqhbYmsww2WKbrc7totieQY9awFcKqTFwXhRqn7ANi781zvhF3zQWhheyqqzy119zpZBMFM0sjE3qRiIdOyxSCymylu+jZZ+veMUrrvQQBOFUs7EofMELXoAXvOAFAIAv//Ivx3//7/997fO/+7u/G89+9rPx5Cc/+eJGeMxQ2U9562jINKrM8WofCMYqR/ziEKzUKn6xA4bfi5Ad3divlrhV1Zh4QTjZmmEUMrPbcxSTBfR4AT1uoSoLlIDKO3AcQG0DahT0wkDPK+iqgS44mFQ6BJQqVgi5PVRHQdgYhYaA2vE4G1IonUYDA0N8diG4sJScFQvjUG3QIOU6m2HHLPBgO5pwslg3nzDNfVJ+g+vQRhr3+fTBkM4tSSkUSmXCMNiOw7hoMCkbTEY1JuMFxlszjM5MWWidmcFsz6EnLTAithcCyAK0aKB8QEe+9auuK2zVI0zqBmNdYmQKDmSV8mEa//9ytQEpSeT3OjNkUISg2xBGPgE0KRtMqgUmkzlG2zOMzu2iPLcLc2YOvdVClYjTcqkB9KKBHrWcBPLtaGHucBNWJrUF5sZgZB0qza16Cw0UWqEMojALNnO7Tfu2dau5J3UvtJNNVpn3AjHcj6H6FlpHC2SJytiSzf5oUvBKo5PRgpOTWzOMzk5RndtBcXYGvV1DjQiqQLpPZ96WnMK4KTBZjDCZ15gsWi8KCaVCrKGrIXGWzdVngWZQaBXFWRxbVWNScReNKSxACqbhRWbqtsC4KDE2DiNNqDRvVWEo7Ce8pn20Y7eISVs+Jtvs+MwU1bldlFftQJ+pocbZ50rTQM8aqIITOzwv2KD1c/wXbYG5LTC2jlc2NhSFYeFUTL6GxI3ynTjLezr2v6+6Fy6vvbZtiz/4gz/A//7f/zvuFfjLv/zLl3UMgiAwG4vCnZ0dvPe978V9992H6667Dt/8zd+8/o2LoiMIP/ShD+Grv/qrDz7SI02vwtVfGCP+lBxunonl9hzO9vEHPDuY4GRKH9BWfmP6sO3EpGgxKXkO4Xi0wHgyx2hrjurMDOX2jDOSWwvoLQs1AVAVQGkAYwDtI0jroFoL1bTAvIWaWeiyhS5cXJCG51NlgtCZuMF94zRqp1Brro40WqF0QKE1CqtRwvgl7osYYKhegKmU3+eMvACMgXNXHAqnmI5Nhe1durYUqoSGDN9pXlwVURASxtrGFXonZc0B7GSG8fYM1ZkpirNTFOdmUGcs1JYBRiXbiwJUY6EWDVS54NZRqzGqS4wXI0wWY0ziHoe+wqF4PdEoqFZWw0NIa/x/2ts8vIhtMS4ab+MsXsuzUxRXzaDPWWCrBKqSbdo5qKaFmjdQ1ZwTO+A2V5ctJlW3Bca2wNgazI3GyGrMtWJBqBRyORCSOppMmnPWaU3rnstqkxVbvrJkrdidlbHhkxMhyZL2KtShJTuzqcLfJzHRol3yR94XjSZzrrqf3UV51RT6XA11RgPjEdsTANU0ULsNCjUFOY3RosJ4OsG4qjEuGoyCKNScXIlVsCUbQmc6honClTeq5wSqF4XjOUbjBUzRsig0JYgU6rbEuKkwMhaVDkkdDUPar24c2r/zq5kWtzHIkzkWo8JGgTyazFGdmXIS5+oF1FkDjEugMIAjttdRA5gZAJ677FrjF3yrMGkqzIsS07bwU0n486FQ4GomWLwan3gNgjAkXFOypn8vAEfBHv/9v//3+Jqv+Rrcc889+Jmf+Rk86UlPutJDEoRTy8ai8Id+6Ifwwhe+EF/2ZV+Ge+65B7feeive8Y53bHygCxcuHGiAx5csAMwCwvRfby8o8uIQwfkqzpAq1RWG2nkn7LedKBuMvCOuJnNUW14Qnp3CnFlAn3HApAAmI2A8AhUVUBS+HYY4iGwboF4A8wV0VYPKGvBtLAQvCJ3hTXMtb1nRWMObeFvjnRSxo/JBeOEUjFJcKfQOKzgrHQRhzGKmuSy0tjooQeXpYLg9LG7nklc08hbSjv34Sp23nTLYjnEYGYtR0WBU1rzS6HiBcmvGLW7nZtBXWeDsCNjaAo0nMYhF20DN51DFLrSqUbZT2MUIo9kco+mC39NYjDSh1MS2oLgXIG0OPny+eedAsH0OuC1GRYtx6W18a47yzAzm3BT6KgecmwDb26BqBGguPah6AcxmUOUMWtUwxCs4Or+I1LiusGgqjJoKY2N9yxyhtD4A11xhLaLtFrFiEiqe0Xa9gAARLxglHDOSR0LfN8Vtk0Ivi47V91Ilm6p6NhVEYXlmxhXCczXUVSVwdgs02QIMhx2qXgDlLjRmKNoZyukI1c4c42qBsd86ovLix3uO4UphPBM/Ui9cS59UGZngJxcYjXlspmhBpKCMg3MadV1h7JM60X57SZ2hI4buH+M7E8ogRLXFuGwwGtWotvLrUABXnfGfKyUAglrMgWoKrWcAzdlW6xKjeYXxosK4ZFsdGctdCN5OS+19rFLQFKqa2dQUytYvCItCQUNR37NeWb/6Iz/yI3jCE56A5z73ufjRH/1RfPu3f/sJLiAIwtFmY1FIRHje856H8XiML/qiL8If/MEfbHyQP/iDP8C//bf/9kADPLqsmDu48umql41N2ceUl9dREIYP+0IjOuBSBSdsfTbSbztR1ajGNc8h3J6j2J4lQXi2ArbZGdNoAqrGgClA2mdrbQvV1lCLOVQ1BcoplJlBowVozm2jljOXtjW8JL+vNIxMgZGxmFteDIDnYcCPn6Io1GCnpP1S2SpvIfXVhk2ur3AaSJWzTmWj95ywxUun4h4TKyxdipBUUYhVDRaGPqFSsSgsJwuU23OYM3OoMxY4OwbOnYXbPgsab4GKko/Z1tCzHSitodx56EWNYjpDuTPh9yoaVMai1M4fm4NZ421bLZ1L91xVkLUqVOwcymDvZcMLR00WMNsz6DMWODcBXXUVaPssaLQF0n6rl3oOVe1CGQNFOzC2BtUz2EWJal6hWowwqv1nR1Oi1A6l4qRO6cfNNqyhib9CFSYFnEP/LuGc8iqEJHKOLt12wnzuexJY3q58pdAozfeHhk+4cKUw2ZS/T/30BX2mhjpXAFedBZ05BzfZBpUVFHHyQhUllCPoxQzFDs+Dr6oalWlRGeeTK3zcJHpWzCmM8lX7Klqwd+v9ZIPK27spW5BTUJrgWoNq4e1BWy8IAaMA4/3zaiGqsmMqn7zNbHa0SNfiLPg6nLsabnIGVJRQzkHVM74OSkHbXZh6jmJeoZqNUM1rVPOGr6/mLoRScSzAyRtkMwlTciyJw5C8Qc8Mj45dPuEJTwAAbG1t4bbbbsPP//zPiygUhCvExqLwla98JX7oh34IAPfRv+xlL1v7/Oc+97m49tprcdVVV+HP//zP8f73vx9ve9vbLm60x4K8QtgNnFTv8ZCFDf+xgPLbWAfHqwDjBWGpnc9EWu80W3Y8Fa8yWviFZfRWJgjPngVtn2EnNN6CqyaAqUCaJ3Yo20A1C6jRFLqqoIrCj20K7RqYVoPCqqR1iaoqOZAsSpStjWNiR0ow2o9dqdw1wXR+yyunQNo3KVwn304aKkKd1QxzZ3Z0HJtwMayaTzj0kPLLw2dzUmOrm4amYD8+qaKAwt+bfK86tp+iRVk2KEc1yskcZrLguXlnS+DsGbhz18BtXwU32gKVYz52swAVFW/qbVvo2QWYrQXKMe/BVpWtF4VsD0b5kZGJSaBVJxoDWtJx3KUmVMZFOy8rtnGzXUOdKdm2z10Du3UVaHyGbZosdD2FLsecgHEOqr0APa9RzBYoZwtUsxplELC+3ZWFLFdYwrULs6nC51PcjsLPAYZvI11uTROODpv+2+StpV27MllawyjAxNZF8ve64/uoaFGVNcqRX+BsawG9TcCZLdDZc7Bnr4GbnGN7IoJuZtDaQLct1IyfX8Q9QtueQONqWKq4d5MrXSkb/GdIoiY/WYxrFGMvCkkBilA2Baqy5vGHpI72x4z3/lDbd/ezx/iESqnJX4/G++Ua+kwDnJ3wdTj3aLitcyBTsb0udqFNAU0EVTfQ8xpmytew3K3Z9osWpQmfX5RiA6Wgs+RrGm8/eXN8bPQ1r3nNlR6CIJxaNhaFX/EVX4F3vvOdG7/x7//+7+M//af/hBe84AXY3t7GL/7iLx5ogMeDdR+4vr0K2epu4efQnkN5m05wvv7DPmTuNTu5ENiWxqIseO/Bomz8CqM1LyqzZblldHuLBeGZq+Am5+DGZ+GqbcCMQLqAAgG2gWpn0IsdwAe8cMTBZDOFrhvoukYxr1FUvD9bWXhBamwcTxEdla8QeodlVBK73TMMcx58O1BoQwOBSNrQhJxUGUxzoboVtqX/VApgTUcY2mg7ZdnyXoSjBnpSQ20B2JrAnTkHd+Yq2O1HwY3OAcWYj9vOuGpIjivrWzPoSQPj9zQsTYtSWxTa+fs/BLPJ5oeVrvJL6meBtyIYTSh81aEsWxSjGma8gJo4YHsLbvss7JlrYLcfBRqdA+kSyrWgahdkSg442wZqwYkis8urEBdVg9LbMduui9cnVPi1Qmaz4ZqyIEyL/HQrTbwvmiwJdTxICcrO75mPUvBzR8kn9pTOEi7+/vTVbLYr9kemYptQkwbYrtgHbV8Ne+YxcJOrgXLCK2HWu3y8Zg61uwO1NYu2VIV7UxEKTal9NBtjvwVShcp2SAYpoMh9ZdV4G6qhqwZwnKSxdYmiDPYbbIHtN97pg22rPJYkRJV/rT9m2aIYNdDjBdREAdvbcGeuhj37aLjx1UAx4utQXmDbsS1/rswamB3252UVBKHla6ydt1FKn3E9W41dSCF5E65PvGYqDv8orkAqCMKVY2NRuF+uueYa/OzP/ix++7d/G03TXKrDHFlWysQQ1KqwWAa3d2hKYZZWHEKmwJKDRHaQLn0Zi6Jo/R6ELQe345YXlZmMQJMtuMkZuMk5HzieBZVngWILUN5BuBbU7IBMxS2lzkHb1s8zbKAWNfS8gR7xRt6maGEKC2McjA+AUzCZHJVWfB7JheeBZHfi/tq223g9xXmdbnqCKtuWIgWvMd0AA74Ho8BSHKxFuzFttB1dNVAjTqTQ1hZocgZuchXc1qNB1VVsLyDAzuCguY10PoWanIceTaH9JvdF0beHMLrM1leeXXqmickgHrPxdq7LllcUHStgMgFtnYWbXA2aPBo0ugrQJchZUDHmILNtOMicTKHGNdSo4YC95HMvfKWwCIGmzq8ZJ6V0FIEhqdX93ArW293EXjjaqO7/h8/p7P5Mn9m53GD3laqF5JOBLIKKghOURcX+Qo3BfmhrG3brHNzWNaDJYwAzAUAgcx4gCzW7AD1+GGo046RF2aIwLYx2MJq8L0F2Dw6JsyRnDZS/j4PNW7ZN7yPNqIauuH2USMFULYrSduxXe18WrLJ/rHTpsiqlSgmoUnvfXLFPxrgATbbhts7BTa4BjR/NySZyvmLo274nO1DjXaixF9dVg6JoU8IpXPMgBlVmlZTFFVnajCv6APlnUtz/92h03XzkIx/B+973PrzgBS8AEeEP//AP8Z//83++ImMRhNPOvkXh+9//flhr8Y3f+I0bPf+WW27BLbfcsu+BHX+WA8A8u57cWGr3iC44E1TBuelMeBltURjeWN4Y7+xKvw9hZXmV0fGI5xCOt+DGZ0HVWdDoUVDlWSg9gtI8yd25GqQrkDJw5Hh+YTMHjRe8qEbVQFc+IK18JthYdrTawajwRdEphvFrRemcSPlKQ29OiF9pdCjzKwir7ShvGsv/0376rorJlWhDmnygyULLBKFVNVAjB1RjYDSBG2+z2BpdDVVdA11sAQCcnYHIwTW7oNHDwGgEjKbQlU+WhEBWcaVQ9YRVPv6lFTs754NOgFlob+tly/sRjgrQaAw32oYbnwONHwVdXg2lSxC1cLpkW57MoOc7fpwGesQrC/NY2YaNciw8w2cLEKY/Iyzro0l1gt98mXul1MBe9VcuwBTWseozNSVcUptzP52HKHxC30uwK6Nym7LQpeVN6kcKqEY833V8DjS+xtvTNogsSBUgOweNt0HjMdRIQVUtdNEmO1UU70Plx7fcxhl+SvafxkZL9q68HSm/R68uvE1oC6Od97X5slbr2i/TFUrXpXfMygIj9sdudBY0ugpq9ChoM+bPE2VAtoabXIAeTaCqMvndwmZJWAcdfS1lfhZZBNH7ZIxz9o+uP/3EJz6Bz33uc/jEJz4BAHj+859/hUckCKeXfYvC//k//+e+RKHAdN1Y+uBG/0M8/B7FFbKfKRNgDto7HmUs70dWOKAEUBpQUYGqMVw1gau2QdVZqPIsdHEW2oyhVAHAQbkGThk4OJCrQc0MVE1A5RSqLPwqNw6qsNCGv4y2fGzlvHNKojUElPHMfIvKsrNKYlAQLo783soCSKCTqIhBog9itXHQhbedUgFVBapG/v7fhirPwpTnoM3EH8bAlnNQeQaumvg5uCrZhmab1FnQlqeAVo89/axCkKcAhWDnBG3YBtnGR6BqzOOszkAVZ2GKM1C6AhHPxXVuAarO8/PKEVRpoMraj9WlsWbjDdcrjFup5c+qoTqNcAJQ/V+TyMgrYTr3TaDsXg82ZXm/vcIBhQFVVfRBqjwLXZ6FMVsAEVoArjwLV22BKn+PFv6eNEEQUpakWFNp77WVh/s4JIK0tmzrxkKVFqqwgFNQBQuvYL/Rv4J8Yrbrs5aTl0y4Lip0zHjbUsYBJQFVCVeNQdU2VHkOpjgLbSYgagFycOUOqNziheCqCiimbKthbN7XcuWUojhX+bGpW+E9LrmZF7/4xXjWs56Fv/iLvwAAfPazn73CIxKE08slax8N7LeyeDJQve/+Z5Wy692qYSYHc0EFDgz5g5/S3zMhpjRXQJRx/gu8hH5R8NLfpgLMCCi2oMwI2oxh9BjK75yrFC9OQWYCKibcRlqU/rUFYDSUadP76+yYYQwqnalGf/wpLA4Vh3TOedZ3KSrx8x3COx0D7yZcJvLM91I6BUBKpqRnB/tJ967Sjr+M8z1xBmRKUDECmRG02YI2Exg9Bs91tXBmzHOBjLeRQkMZgjL8vrkYzO/eOJKBFtJ85Pn/h/fRKh8n/DgLbjszE2gzgtYj6CAKTQsyY5DhLWioKKCMAQwyO3adz5FQ4VDxmNm1zELNTlVple1m5yUt38cf1fuXzhMu/D35ovhlHFCU3g+VbDOafQ/bk4Mj73OKUWZLfH/qzLckL7EuJdF9RrI/ijYP7eL7wzhAqWQLmU9T/rj9997r+rCfDskcijarNPnzK0HFGMpsRT9M1IJMDWcmabsoY6AM4ueT1umzJf9MUb7FtTMOUtnYj0/65nWvex1e/vKXoygueUgqCMIa9m2BN998M6y1Gz//1FUW18wb6j1xw8ey8FelaeLJeRGnCEEhVcibWCsN0gakC16VUCkoVUKpgpeXVwYUnWYJpQwImoNN7bes0Nq/F/wx0nEBGgy643izU1l5Vr5auOf1EU14itgrANPZU0KSoSO7Oj/n92qohgEUbQmKAJ3ZjVaA0oAuABX25OMEivb243QBMob3BdQK0GxHyG1A9cfSTQT1zypvUUt2lALUaHeG/DFZGEIZKFVC68LbtIJVGlD8N/JzL4Md59dDqXy8WbC55uoPXuU97VMM+DjRtyn/KMK/dUhO8qOUfd7nPgmAVt4HGb5PdRH9T9g/j99Q++f4+yT4MwS72sfYcwGr8q9sbP5vaYvczKelM43pmb09etdXxWsT/KYCSGfnqFTcnongr4m/Rsnvquy9gs12k0x9oT50LY4Dn/nMZ/CYxzwG29vbePzjH3+lhyMIp5p9i8LnPe95l2Icwj7Iw89hl0mdr5SvJwBhU3r/d+LvFCYGEfEeUuFvROmtgIH5Q4HkgA49/JN48hQR9rZb9/d9vp3/Tp2H1cBzsieR6744tyfKbYMA2jt03WzUNPgbdQ+fnVB4wIGIQMrbNWVjzuy6fw2Gjr5/UxPjPJn0/13D/eR/i3/u3fvUvUXjPUoOoJ7fWfnC9N77rXaFI/Tflk1ihY+i5R8PZgu9sWRvoHrnS/5aEJy32RXXpTe2oT+tHuvxsM1f//Vfx+Me9zjccccd8bGf+ImfuIIjEoTTy6qNsw6Nm2++GTfffPOlPszRYbVqyhwqO4PlP1Pngz58j9KOVBbj8e9wCuR82tMp1nzWAc5BWQtlG8A2gGvhXA3nGjhq+cu1cNTAuRqgBqA2Pd9awDnAcdAL8vuTkYqrthGpbHxd55QuAy39LZ7r2tUKV3hG4VTTCaBiMoOyv6fvKSWiMvtJX/FedrwNC9/vNtoLXOPtI3zVINcAroayLT/XEWD9e+U2QT3hGQLAgc8HDgxdTNws2Xwcu+Zj2cy2/bgcBbtuuCXN8TkoZ6Ecfx6wftT8Xt6GnX9/R+nzJcby2cgJy5acTPxwJLFwNBi+R9P3wVQJJRtgP5Tfpy2vcu3tx3m7In+vKtdCWZsSLOEepe7xuiPZ4xwAf297Xxnve535yuA/dfJpUL1z3LsBuuO3g66jnk92FsrxZwZ5Ow1+mOLnShufA0tdPxuubSbCV4nEfFzHgZ/8yZ+EMSZ+lWWJt7/97XjggQeu9NAE4dSxb1H47ne/G//n//yfjVtIn/e85+Hrvu7r9j2w401f2uUBVXg8CMOQLfRBIYXANznb4Gj42QqONBwpOKfhnGanZg1/tQBay8vRtzVvTN/OgGYH1E7h7BS23YFtp7B2Ctvu8qqK7S5UvQPVzvl1bQ20DdA6UKtAVoOsjsd0TsdA0pFi7dhLdLJjDk6TQCqcZxCE/WvSvYTdayYIQ3Qz7lHAZPcikdd8pDg+Iw4C2XYMYDWoJaBt/b3PNuPaHbYVO4tf1O5CNTOodpHsw2k427MJhHu/H5ytv595vJRsnhRcGKvVIKuAtgXCOJtdkJ3B2RnbdDuFbS8A7a635QXQ1EBre3bMnyPJflMwHMadX9H0GbXGZgf+ZYTjS/j3S+mKcF/4r+ze6fgja0Ati0K0jbenOchOYe0urJ2itVO4dhdodqDqGVRTA012j+Z+BbkfWTFWSh0w7F8yYehtKPrJVgOtt6fWdPxaTJR0Ep6ucz1WXalkP9n1sCbarGq8vTYXOvbq7BRop7xfY9MAbQuyxJ9LtjuucE0cZbFBNgruFjh+tnf33XfHAsI//dM/4clPfjJe+tKXXulhCcKpY+P20U9+8pO4//778fznPx9//dd/jQ984AOw1uJVr3rVpRzfiWNIGvZDryAAHSUHbL1DsKRgnYJ1mr+sgW0LuMaAGgOqFVTTAvWC9ygbTaEXfh/CsMqoX32UiABqQO0uUJ+HqnegF7tQixlQL4C6ARoHagq4poBtCti2gLUGLhw/CFTw2OK4fWCbn3NwWnll4bg5L+Fys7pqwT9T5/+XZAwpWCDen9FufMDmGv4ytQLqGmoxh15M4eoLoGICpzRn8QGQnUU7UYsZ1GIBqgmuKeBaA+eMt4muyEpSdf35cTBLKfD29u7iWAtQo4G69ePchasvwJWPwELxlhSuBbUXoBbnoRcXeJz1AqhbUK39WAs4Z+As26/NAs0oZHNRPXDFh39b/W8mHHGI0tRPhSzJkqUG4ue66oguRzr6A9cauJZ9Eeoaql54W7kANToP57dNAVlQcwGqvgBV73p/Y0HtmO9La5JvyRKLqUsgDrzzU7C0ZD9+XM7AtiwIqS3gNHGVsDVsW23waapjD2niRUjUDn0e+StFyHy0TomcRgOLBmoxg17swNXn4cwIzi+4Q/UjUPV59r31DFjUQKPg2gLWj886Pz7va52vGDr/meEofe6lltRcSB9tm3zkkUfwVV/1VSAi/NIv/RK+8iu/Etdff/2VHpYgnDo2FoWPfvSj8W3f9m142tOehqIo8BM/8RN40pOetOfr3va2t+HLv/zL8a//9b++qIEeP7x37TzinZrybW+q/zEefmbnGxyiJQVLQOsUWqfRkoYNjrM1LNaaAq4uoWsDzFtgvoCqptBVBRS8Mb0jv+1EMQGFIjG1HOTWO9Dz89DzHej5LtR8Bsxr0BygRQlXZ8LQGrTO8FicRuuFKo81iVmbn5fq1h36Tn7Z2dLytRMEADEMI+dtyFexFHm7oY7Icd5+QrDWOg1rC7SNiXZDCw01b6DmvLefnj4M6ILbu/w+hWhn0POHoGfnoedTYLEALRRczcmStmWbCPbqsmAtv4OHK4fpcyDYUBvHa9C2bHtUF8BiBjWfQc13oWeP8IqprgXpEiALVV/ojnM+By0cqK7YhsNYrR+vD4TTuNPMYwdO5Dh0q/yhy2Hv1lHh6LDsk/hh8kIwrwh3hWFeJw6f861TaEklP2ALn6AMNlVDLRbQ8yn07DyonICgQMUMgPM+5xHoGfsbqpFsyZluwgJ5cmXVPee8OKM4RksKbe4n6xJ60UL7SputS7i6jMlOPm5uB5Tu9YHLybaQ+23/eeM02tbA1iVoYVgUzqdQ8wvQo4fhlAYMi0K1eAR69jD0/AIwnwF1A1po9rltgbYt2Fb99Whd+DzLbTX/9wty0berU+/z5oiZ7D/+4z/i1ltvxQ/+4A9CKYVXv/rV+LM/+zO8+MUvvtJDE4RTx8ai8OzZs7jppptw2223YWdnBz/6oz+Kt7zlLXu+7rOf/Sze//7342Mf+xi01viBH/iBixrwcSG537yxpF/TcDHAIuXgyDvfjlMDWheEofZO2KBxBk1boPHBoq1L2EUJPa+gZha6qoFyClUUvGm8443pqZlx1dAUABGUbaBarjro+Q7U7nmo6S4wnQEzCzcrYBclbF2ibbyDags0lseQC8O2H1hSdE3RuXZb0HrhcgygBaELh1w62VQnkPXChdJdZpdsiIOpxmm01qBpDdqW72u3KOHmJdRsDjWdQo0uwBQVL/1na1AxBgCodg4zewR6eh5qugNMa9DcwC0qtHWJ1hbRHoId2Ozex8o5tKFCmOw/2FJLPN62ZRt38wo0n0HNZtDTC7yvmVJwbQ0yBc/PqjkI17sXeJyzOWim4Ob8GdHWmQ1bw9fEf7bEcZO/hh3bzYLyLLYkAN2FeYSjDXsnAkGR49U/4RdQUvlzOJnH92T4nsRWFF1Oo7GGEw1NgbYu4Rb+Pp0uoKY70KMxYEooZ+HKCRQ5qGYKs/sQ9PSCv0c17JxtqWkLtDbckz7B0kuudM/He1TlfGdNGlvrtPeTJeyigi7bOA/fBtttCjTeflO1MJNZndWe+kfv2m1D4Xrw54udVzCzBdR0CrN7HlSOuVJqRlBkoRY7fB12L0BNp8DUws1HaWyZrabPltzP8gic/7dK85PTCJNQzM6hLxavEO973/vw0EMP4YYbbgAAfPCDH5SFZgThCrGv1UevueYavPvd78aznvUs7O7ubvSal7zkJfjN3/xNP0/mpAYNKzKw/m+EfPq6DwCVF4TKf5gTf7fe+bY+KAtOsSWFxge1jdVoLDuxpinR1CXKRYViPoKuGnZ6ZQ1lZrwstSNo20I1c97wuihBuuAgwPq5h4sZ9HzKQeTODrBbw00V3KyCnY3Qziu0dYWmLlF7MRoCyiZkjEnBOh+EZ4GlZZcV/6MQKhM7Kr4sqXK4Xhie1HvoNLPOfsLf4e8NF1fZTPUL539zsMp6MdNNqrReYDVOo7b+/vUBbDuvYGYV9LSGGs+hygvQxgDkoJs5XDECAKh2AT27AH3hEWBnFzR1sLMJ20bDgWzjDNuDQxRXDi4K1pUVBx69//8Q0Ko03mysxW4Bs7uAGl+ANgUvJlPPvCjkn/V8F2rnYWBnB7Tbwk29HS/8WJuSPz8cVyDazpjz1nUeUUxgUbre+eqn6d9H7PN4MPzvFCvBwTdF26L0eU7kExaZT/JJyrqp0C4q2FkFO62gdudQ4x3oogSg2IZK3vdT1TPonYehds4DOzXctEI7r/jebAtOVriQbKRoH6GG3T2X5FctuZgI6tj7okS7qKAL6+ctehG6YHuog/2S9v4LsOFeX7peWTXOj4w/Z8JxDeqGj2lnFWiqoXZ3ocYPwxjDCdqihHIOajGF3j3vr8MMbqpgp+xzm7prq9HfOkRfa5NHZVvt2elyA2n+05W311tvvRV33XUXPvaxj+GZz3xmFIeCIFx+9iUKf/qnfxp/9Ed/hN/6rd/CK17xio1ec8MNN+BpT3saiAjPfvazDzTI40WWUSQCZfuVpWXj2cnkQW0KCQktObjgmFwQhEBD3sk5g9oa1G2BuilR1xWKRQMza6GLFrrgzXk1WihM2fG0DWi8AJVTwPA+hAoEWMuLytQLbhmdzlgQXgDczgh2OkY7G6Gdj1AvKj5eW6K2BY/B6Y6jYqdIsC4Iwt7ZBWdFyWHljmvoGq6/1sKJxWvFJcnoW6/zQNDF1IOXV+SS2PECq3Yq2s6iZbupFyOUszGK2QJmt4Yq51Bml7cva1vQeA4dNlRuam4Bu3AB2JnD7RjY3TGa+Qh1XWHRFhyAhsq546DSKTuwsFJ+mqlzwCrHySBv77XTbGdNiWZRoZ2OYXdH0Bd2ocodaKVAtoUaTX2ix/E8rtkuJ3cuzEE7Gs7bcRPsuOUguLYatdVoKCR22H45KZU+kyxsFIf9Ua/+xxOuPOsTlt2fKdoWZdZkYf196bwg9ImWILq88KpbL64WFarZGGZ3Dj1uYKo5lDkPTQRqa97Unojv090LwIVduB2gnY7Rzkdo6orfLyZYkh8JvmP5TCiKMwuCdUBD8KLQRD9Zziso7WBaAyKFdsGfAYu6ivaQkjoUReHqttWUzrGgTIgaNG2Jpq7QzsawuxXUhTlUdR5aKZ7nW/huncWMu3Mu7IB2WrjdcboWiwp1U6BujR9bsNXlxKuN1uoTr8N72RxJfuZnfgaPetSjcPPNN+PVr341fu3Xfu1KD0kQTiUbi8J3vetd0FrjWc96Fr7pm75pXwf5v//3/+IJT3gC3v3ud+PVr371vgd5NFl2tlwRVNnfu22RShG3WSnqZGKDS+k4F5+ZbYIgdEDjFGqrsdAGC1tg3pYo2xZlXaGYWxjjoIyD0sHBz6FdA9VMgbqBms+hygIwBW+QS8RL1bcNLyozr7lldKrgdkZodyZodieopxMsZmMsvPNcNCXmbYFFEKdOo3Yha+yFoReEsUqoQnBsfdUkm/PQuV79rKZwukj//t326/znXjWDchvi0KgFJyZaIrabTgBrsGgLLJoKi8UI5bxGsTuBLlvAOBhdQ9EOVNNAjWdsLyBe9XMxB3YWcI8Q7IUxmt0x6tkIiwXbxcIaf6zcBlJlvN/WxUQpy/9RGDfY3sNY5yOMZ2OUu1scbBcLKFzgcVYVYAzbdF0DszkwreHOKx7nzhj1bIx6PmI7bkosfOBd+6RO+JwJwWabVV9jZ0OoelJYAis1gXf/jfrnKBxV2G8lYZU+m/PqtbcrIjQu+SVOtGgsrMG8LTCvK4zmI1TTMYrxBHrUQBUzaLXL21PUC75PAb5PpzPQIzXchTHanUm0pbotsLDsV8L96NSwIEzn4eDQ+nGyv1w4HX3loq5QLkZQimAaDn2aRRWTnYs22S8nSFJCc9VxU8+Cg3Xhs4Y/Y+ZNicV8hGY6RrUz8TY75X2AF/MoClHXwO4UdKGBO1+ivTBBMx1jMWNbnTcVFrbEwhksop9lsdy6rBtHBY9rO/+Gce4+9e306HD27FlMJhNce+21uP/++6/0cATh1LKxKHzJS14CIsJHPvIRfPjDH4ZSCt/zPd+z8vlPfOIT8fznPx9PecpT8MxnPhPvf//78eQnP/lQBn30yQVjFsiGylinfdTCkYVT7HZbWF/loPih38QqBzu5ymnMrUHZFiibCoW2MMZCawulHVRYlpoUTKuh6wZqUUNVDVAqwOhMFPq0b+NAc8DNCm4ZnY5ZEO5OUE/HWMxD4Fuxg7UFFtZg0ReEmShsiYOJVrWx0pA7LPj20Xw58dXBJQZ+F04N5HiOX1afikGP8veWaqP9BBsK92TtgIVTWFiNuS2waEvMmxLVYoRy1qAoWujC+oQKYGwNtZgC1QIo/KJM1gFzC7erYc9P0FzYRr3LCZN5zXYx9zbBLdW+HVytakHLTo9ScNmSiwH3wvF4502J+WKE8XSMYmcCXTaAJhhXQ9UtUBm2aed4af85gaYadmeM9sIWmt0t1NMJ5mGsPrETxruwKlZIuFLok1PK+kDbpta0WOFncS5to8eFLOESW1hSkkWp9HNKWqZ/f/7JoSXjbcr7JMuicNGWnGxYjFDNfKIl2BTNodsZMKvZngh8n04d3PkK7YWtji3NfNKx8RX31gvTVHHvnxp5EUvefojHZxXmreFEZl2hnLcAAGMsVwqbAvPFCLOmYntwoSLnq+XeJof8Ubj/g2RuiNAQf87kNruYjlFdmECPaig9hbZTYLxgP0zkrwPB7RRoz2+h2fHXYs7XYtGWfA62m8CJfjZPhykbkza5IExzgXNbPRoC8T3veQ++67u+C29961vxvd/7vXjNa15zRccjCKeZfbWPKqVw8803Yzqd4uabb8bOzg7OnDkz+Nz3ve99eMc73oEzZ87g//2//wcA+MEf/MGLH/GRJHyoqvSrWvXBmy0wo1wmCNv41aJASzy3ofGisHHAwiqUWqG0GqU2KHWBonEwykFrX4lUQNyU22pQU0DXNfS8ga5aoHRQps2GrnhvqKYALXghCjsboZ2NUE9ZEM5nY8zmY8zqEaZNhZl3UnNrOCBwCgunUDuwY/RBZevDidafn8vcV95GmreJUvZzul4ScJ5ehhIDIZlA2bwnX2VDi1ZZDgyJ0BDFpEVtFebaYG4dZm2BqqlQLixK08IYC2W4GlA6DWpn0PMGqrJQhvdkJatAiwJuOkJzYQv1zhYW00m0jXlW3ah91S2G0uRbL/tBbQzSfHAZxu6DWhaxBrO2xGzBlcJip4YpWrZ1q6EXNVRpAcV2TY1mW55WaHcnaHa2sNiZYDYdY7YYYVZzEDyzRbThNGa+Zhxsps8l3mg7m1sYkzr5v0zojNj031K4coREJXWnNyBNcYhSQ3nfRJywaMlFQdi9RwuM6gpVMUJZNih2W2jDnTFwCtQsoEaZPbU8Z709v4X6/DYWu96WvEBbWI3ask+xvgo42MpJiInGVCkkNE77hAfbz6QeoTAOjhQKLwobb1fzpuJk0VKl3/IKxEtTHNI1dBQ+edj31VZhbg0niRYjzGdjVDtb3IkAwNg59MgC2vLYGw03r7gV/cI26h0vjufBVrMEjlVY+CRXEK6t/9zgf6MW4WoFG11OSK1rJ738Nvrwww/jjjvuQF3XuP7663H+/PnLPgZBEJh9icLAX/zFX+D5z38+3vjGN+J1r3vd4HO+7Mu+DL/0S7+EO+64Ax/4wAfwvd/7vRc10ONC3kIaVnQj5cCTo9JKoxxc2ZiNTaIwhmFoyHlByAFi6RQLQ6VRKoNCEYwiaMWCUIGiIHR+zyhblyjmNfSIF6BRhQ9+FXnf4DfIbQpeDtwvZtHOR9wyOh+xo16MMK1HmDYlZm0RA8q5D7ZrC1/dABrnlp2VamEpCMI8uMzmFHbmXe3lnCTAPFkMtWP73IpKAWy+hUmyI+cz5HliJYgrTqyExMXcKcytxswWqJoSpbYojIX2FXYQJ1OKxsCM69hSyrpNc9JkPkKzM8H8whZm0wlmi7FPlqTArXaEhpxPiOQLKw2cd6hyEAfgURRajbnvCpg2Jab1CKP5BEXZQhvi/eIaAz3jcSrtH2s1XF2hnfEcxMXuBLPpFmaz3lhbg3k/qeMTOk0Q2YrHFGw2n9cVxGy+KH4uNjazY+HSs2xby3/vdbQQ+6fcrlrVoqXSJypD0kJhbjRmrcHYFBi1Faq6RTnz0xkUceeiNTCLErpiHwQCqDVsS7sTzHe2+B5djDGtQ8JC+3bJrFZJFsur+IaEIvvSVnHVbmE5kTqzBtO2xLipoLWDc7koLHyys/T2q6PoauH8vb/KdpEqhTGZw5XCmdWYtmyzk9kEVdVAF5Y/X5oCumqgjPM2zCt8t7tj1LsTzHa3MJ1uYTrnazFty+x6aNRWxX+DJlRv0fioga9R9LHIN/NY3Xp7Jfme7/kefNM3fRP+5E/+BO95z3vw67/+6/jGb/zGKz0sQTiV7Hvz+mc961l45jOfibe+9a0Yj8crn//xj38c99xzD+6++240TYOXvOQl+PjHP34ogz76BCdMvYdSy1XahqKNH+tWtQj/NVSgII2GNBaOYJyCsYBRCkZpGAXoIAg72V6/yb3frLesSxRVBVO20FULnVVE+AUcBFu/QT0vKc7zLBYLbhmd1SwId2uuEk7bAlNrMLMac6sxd5y9XDhC7bhCU3fD8yBzY9bV9ZxWvFaUXbClJbMlwDydkLeoPHjlqhtRqsQ51foW0hYtWTSwaEjHisbcKpRaY6YNypZQagfjv5Sv7JNTyW7GviLnW0pD8qSZj1DPxpjtTrA7m2B3wRX0qS28TbAoZHHVxvFhZVCWKjOtD+8aIiwcMLcK05aD2mlTYTQfw2jLwbbjfdaKcc0Bp0rj5OTOCPWcKxWz2RjT+Ri7PgDOA825VVhYoHbENuyr/I1qO8kqRy2I2qyFL/8cEds8TrA7Ip8cpCzxkrpYwud0SOyle9P5eeQ+2WIVZlpj1BaotEOpRyi0g9Z+zilpuLZAsShhyjb6H2oN2kWJehqEUGZLrfF25LtP0MKiAc/SXb7XKFbseJy1c6gd+SQQVzF3mxJKEazTKDRv29C0BdtDdkw+rkNNPPXBz1BevsdjyzdfmYYsH9Ny4mnaFtitR5jMxyiL1tusRlmXMBW3f4PAm9TXJZrZCPPpGLPZBNPZGLv12I+L/W2w0yBaayI0foyt/+xzIfGaxxnZfMLob+noJG6e9axn4Yu+6Ivw0pe+FO9+97tRluUVHY8gnGYu2eb13/md34nHPvax+I7v+A782I/92AldZjjPwPazsbkwDAGURlpUwkGRhVah5YWdnkXB7aNo0UKjJg3jFApLKJRCYRWMAozS0MrwNCsPb57rN861LPCqqkJRNjBF6ysMDkq5WFUAKTinePNevw9hU5c88b6uMG8qzJrKZ1JL7DYsCmetxsw70LkFakuoHfkKiT8b76y4Sthwawu5ThsafBY23xA7d/rSOnoa6f+bezuKwWu2ai85b0M2S0M0aBQnVmriOXOlJd96DVRao9AGpik5sZIlJJzTaNsCVV2imLPdKM2VfnIKtilRL0rUixGmswl25xPs1iNvFz5wcyywakqtd2H9xOEArFcpVBzULmw/wKxQ6lTVdFbzOBc1V2U0Vx5cy/saNosSdT3iNrTFCDuLMXbrCjtNid3WYGp1FLELBywsVzcbL2Zb1aD1iZyUzAkrG+Z2mwWXIg6PCV3fFTo1wrxCR5wEcGo4YdmQQW0JC60w1wqV1pi2fkqDrmBUmNvOXSttU/C2SWUT7clZjbbmBZSmU29LizF22xKzKIIIC5eSi93pBnnSNSWIgnitXeG7AhSm1qBqSu649qLQEdC4ArOmYJ/mE52xYu4/U7jy1hdPXmQRgbzdNrBYOMLCaV8pZMG5sxijMJzIcY5t1pQtlO8gcq1BW/OqrfM5J292FhPs1lXH34YEDvvaYKfWC2ZuHXWx1Zvttdt9czT5tV/7NfzxH/8xfu/3fg/ve9/78DVf8zX4hm/4his9LEE4lVyyzev//u//Hg8++CA++tGP4u1vfzvuvfdevOMd7ziUQR9dMkcbl/ZOmwLzh7SC8i1XoVKoYLwwbNCqAgYFGhQwZGC8KDSKK4VaKWiroBWglF6qELr/P3v/HmxbVtV34J8x12M/zuPeflyggQbbVIAQLQ2YLhAKjRT8Ekz0Vz81oGDEhEJttFVajUQrsX11SpMKsWwRWxBDMMYqwXSKLpXqqiAhEBos8jASxW5CAw109733vPbe6zHn/P0x53rsffY599z3vWePT9fp89p7zbnPXWPP8R1jzDGdCYfbx7OZ8qoiS2uSNDSjSUzY+N/PjDhnsDbBxkOyyzq0Fw9dRoMYnNZh4ZwsOJMzSxu9LGLJXBkXqpoqfpQhSxj3V3k/37CCOWfZL3z0/7bKSjKXyQj3gbRnFrrOgW0DKzWVlK3zWsVmSIUVUhEyE4IqCQmJZDEDGeynjuetDaqMNK1jAycHEgSjrUN7+1kxYFIM2CmG7FY5e232vMm6RYdNgtvWOJYHZTm6/VBltJqQ6QjlbyFbOEwy0tJhYum3tUmYZzEIeyIlBHqcDUGhqkpDYKfMmVSDKAhDOdrEJkxqw8wSbTgGdRpHU6JrLdWcs9kKwgU77e/zWh7IUfu9Nmj+HbqAZZBujcjpbXFoS0iD4Kip4r1pKb2lcEIeM2OZCVn4tE5Jmq0M0N2PVRq6ZKc1RtycWAy2NJy3pboJVgTxU5umoubghk0hWxiCGZULAm1miQItIZUMTzjQPjGhrLVyoZR8tzfmzHoK39lAODl0WZY/rF1NQKpqgzkmZvgNu3VGXobMKUBtEwZlRpLa7u9gDVWdUZYZszK8r+yW8aMOwab+ejuLQafK2y5409hpDLzuL/H2vbLbg2zx6tjo85//fCaTCSLCxz72MR5++GEVhYpylbish9fffPPNvOpVr1o5A+/vK+zv02g6vrX76LzFkWDaDn9hETKkGElJMEEUtsLQIBYMEjsxhi5ubYawd0B3Fc8xzNKMPKlJEkcaswzG9By4KCSDmDStmCxtGjf7h71HUxud3jpGQa0wraModJ7CubbkpqKmkopKKmopsX6+WYVr9lPOdS4Mi9byZhWLi5U6mMeT/Zn3zpZ6QQPv8BKz7m0H35DVCIGVksRnVFJR+oTMJ6ROSKIoTOdKsJurRvtpDuGuM9KkbiP8ELOINvx+VuVMqpzdXuZtWkvMngd7aAIj1le9Ixzm793GIQ+ZwjD/SirKnlM7qYVBYsir6HBLsNs6nr+WprYtKW3m2dhxE9hpSkZ3qzRkCesgYKdNNibOufRBllZShoCOD/NvG820TWa6bO3yVvfXdnZC6bO8hNTFztjW19goPCpKSp+R+YTMB6GSipAaITWGRDyJpK0odPE+HdQZg7LqgizE+7SxpXLATjlYyGLHYEWwimhH+zuQ9tfTZg0tYwlpkynMa0MiCR6iKAxZ9cqH7qR7tZkf07swZm/Lw2KwI+ZUcd5SB6uh9DaUq1rDxCbsVSm5yTHi279FWeWkSd3aq7UhiFtWoSPyXhUyhLt1sNUwN2FiYWY9pXWUTfBVGple4egCOHN2uthx1F9bFTivfvWreclLXsLLX/5y7rrrLowxV3tKirKyXPbD61eLhRJS70GkzRb6WPomXlqHyse9OoKJkdAKK0noPoqJ/wniQSxESQgIguAxuJjlsPEA6uaA+0GSktWWLLGkxoZ9HuJiY5q4qM1lGA2VS4KgtEk4F6lOmLmkXeiaktFGEM6sb53g4FDWlI0gpIyR1qqXZehvgvc9B3PRsdSuo0pDIxCbwEoTZDHQHu3isL7GtAVVJZWkpD6lIGmz7ak1JCLhAGkESNpYuu0dPJ3XXRMaiZk57yXaRwiYTOuM3aoRWoa9JnPe2EK0gbbz6EFCyXeOeHB/S0oqCpe1Tu2gDs2ljHTOduXiPBPb7Yv0YH0Ury6cxziLjaEmfSezFbBNlr8J6HSOZsg+VAtZQtsKwn2ZBy0dvYZZ3N5Auy71j3oJ61OTKWz264aMce1LajIqKSl9QuoMqYTS7NQE+zKYdktDE2ipXMLQphRJRmJsCErG+7SKR1lMqoydKmcn3qPTWkKw0bv2fgxZMMuBJdhxLa2lpJKKwocS7GkdMpmNKKyieIVwlmEozza9gI6n9DWVCe8l80J0vnqlC+bUc8GcaQ17iTAwCakJZauNzQ6qeu59xcZ1t6xTZjZjUqUhgFMnnUDuB2C9o/BRhraB18XgzUJGf+kewmsjcPPe9773op7/0EMP8da3vhWAt73tbWxubgLw0Y9+lHe96138+q//+sVOUVFWhvM+kuJbvuVbzvvw+uPN4mK7mO3ovwGH8tE2yxFLT8QbBIuVCsGE7yUJX2MQL+EDQVw/BxkFXeMIeqGOjm1hEwaJJTOOzDhSE4+uiM1p+rP1XsLzW2HYO+TbmVAOExfPtoQlCsJp3PNROEtBTSEVVXRsw2JVUvtuX1J/weqyDQuLljqXCrAsc9iWu7VnfdoQGPEWoWk0U2IkDc2aZL4M2yDRaRUEE67niVnC6JzZlCzaTmMzELNzMeBSNM0r6iQ6byZmCj0z5yhiCauN/QFDg5ZDyrZ8LB+NTm0pFYW3zFwIxuS1kIrBSNo626U1DJKUNNp381dy3sT3gRjcsUnswJi0Wf49K0xqmNaeqXUUMfPQOJpVtN2+o+l6wZy2nG4hoDOXkZj7d1SuHfavWcGmwr53L917c5MtbIWhlJSkpGSkURgmAqaOwUtCliccgdsEKRMKm5Inds6emsx8U4myW6XsVgl7dciKNWtLE1wJe3MPOBrCh/19TbOZkorC19F+hLSWuKM/ITeha7f3UPtQVt7YQyjPDGtZCOjUsXx0mYAKduC9w/rmb1NTOBdLVsNey0TS9vVWLiFPLKl05wk7Z6h9POuxeV+J5d1dAKcJwLrwN2mCrzHwatssYRd07e+9XlalsP+1XJ/ce++93HfffTz44IPcf//9vO51r2NnZ4f3vve91HV97gsoitJyQUdSKIscEIVFYrawi8o22UK84LHQZvtqxBscBitBGBoMRuJS64X2qd7QtMdoMoTWExzBJHRazE3YmJ6Z0GUxHF/RZQn7rraL2cK6dYylE4ZNu3ob2vkXzR4k12QIbbuIlk2OQ0oqKah9dIr7EczmnMKYJe02wvezDosOpTqYq8NBGQ16e3RdzMD3Mu5RHIZsYdibV0tKSRrsyAvGhcCKsV22PQRWTLAfD6UzDJwhtwmZ+JCBi/MI2UQTgy4mCC0bHLe9WpjUPactBkfq5v6fc8z2l5CGboE2OpexhNTXzFxKboUslryKEINAQukMuQ1Bn9CFOM6zXzEQ29jP4j7gabtHMTjdM+uC/fqaGSWllFTRmmv2ZwmbfWZ+7vyzZRkI5dqmC7J030O7712agGXc2uArjJTUPiUhi+/0Zm7Pu7EhcEyzNhHKM0PwImmDk4Zu3anjWYLTOmHPJuw2IijaUhmDK41Am8tUL7yeNlNIEbOZIds+jdUBQgiglkaCKCSsm0UszZy0ARLb2oGl7GUKF4eMQjT+faoYzJm1JaRCVptYop52Nhs7HjdFkrYNNjXNZLrgzaSet9XCh4BTGQM3tZRhnfXN36fu2WjXaGZ/xrD7N7/e8d4zHo+57bbbeOCBBwC45557+Imf+Al+8id/8sDnFUVBURTt9835iM45nDva8R3OhfLcoz7+YjiuY13p8fS1HY6KwktO80bb7IcKX885Tj2nttmoDoJ4g22yg2KoxEDchxgEZnP5lNAh2+ASoigUagOVh9IkZMaTSxCFaYyMtmca0rT3l7g4hwXcuigMvbQHfletKIytsK1vy83CR8wQUlFEMVj2BGG//KwRhmGfQ7+0Zb7MJfwVj8eCpVwMnS1133elxW2zGWK2EIPEfXkiBuNTDAlGYoDFG4xrchkmXqkJqpjgwJpw/loqnd2YaCuOJtovrQM3tTKX2ZjGLGFBdCp91d3zvft7/jX29nH5IGhLCmYyIHcpWdy3ZSQGkGKGo3QS7DvadmPTtsl8+q7BThCGtJn+aR3mOnPBCS6oKKWilOBQN47mXElaE8hpBO5cdv/y3gnKpWB/wKX7cSzJbrLx3iHN9gapcT5ts9hhv3uyYFNdlrAJdFrvwxqShFLQkHnv2ZOnPTJm1guu7DUiyFsKKSkpu/2EB2S8miMYHGEPZCUFhZTMfE7WiEIRHELmQsM2iIEg24guHwOcFWUUorYtWT3oAPhotzGzWEhB4QbMXMKk7uwWQuCpdKYN0vbtNfQCaOw0btGwwrSGiQ1ideYsMx/W2lhgHtfZstcMyuLboOtip9bjGbgRESaTCY888gi33HILu7u7/Pmf/zk///M/z0c+8hE++clP8rVf+7X7nnfPPfdw99137/v5448/zmw2WzrW44/vsb3dCUnvoSx3+au/OtOWTW9uDjh1au2SvLY+zjm2trbw3l/2fZdXcqwrPd4qvLaLGUdF4WVhYfGd21sYBaGPB9pjY8xTEOr2K+KHSNxPGN9xmiOHPAnOgSU4tNZDbZosIWQGMtM4t0RBSLuXYs7Njk5k42yGjCFRFDYH0jfnEPr2PMLSdxnCQkpKmUWHsogLam+vQ38/YdN0Y+lewsW/o2YJlSZbKL1soQ/7CWO2MARWDOJjGbZPqKUMHXq9iZ9j6bVr7nvTlrm1Yi8JZ6+lQisKuwxcI7Ykiq14jmAvyzBz0WmTIA2bLHnIcBxUWhnLR2PgpPYllcwoGVKQkzlDakPGwUeHuzk8PIv2bZbMs4rl5CGYI/HcQ+JRF0EQznzNrLXfopfhL7sMf3tGYe8oCprs/rxQV5u9XvDt/+dkYts1O2abJGn3FlpfYjDUJFRzwZaQhQ8EydcGKh1ULonBC9OuQ8BccKPpsrtXw8Q6ps4y8zHQyCzej00DlYPWCYf3YQ9kKMEuKXxF5hMS2wgzIYsNpsI8obKeqfNxzDqO2WUng9Dqi6v+yCHD32YoKSikYuqyKEYNIhJLz4WB82QSup82f7F+pU9z7uPMwayOWzScC/YagzfztlqwdC9h28StJ2aPqSnecccdvOlNb8J7zwte8AI+97nP8b73vQ+AN7zhDUsFIcBb3vIW3vzmN7ffb29vc+utt3Lq1Kl2X2KfRx/d4kUvfgezaVeSagy84AWb/OmfbtMkZ4ajlP/zZ3dw660nLt2LJDj8IsKpU6euiLi4UmNd6fFW4bUNBoMLvoaKwkvG4vLa/35e+ISIbHDwwhEVJkRkoxC0VG12MJTNhRXMt4u1x/sM6z3WJ1jvQ9mngdxAZUI3uEwgicLQSDjfUATMwiy9j6Vx0Zm0LkRQK0dY1L0Ph+XGA4Er3zWVKaQpGS3iMQDzgnBuL2Fvj8N8F8PoYLYH7B7T1Us5Iou20/+6+RwEobSlZE22sEKcYE1Jk78QEYw3TT+NcAXnQ2CFJDiGXoL9OGmDKYmJNhNHddFOmoBJONuv2VsbHVkqZjKjYhbtoJ/hWObQhtfTnruIbUvRCpmRkZF4E0tek1bENmXimfFtF9V5URhsuHYSbbfJ8oePUDJqoyAsKCQ4tKWfUVNE+617onb//iTNEl6P7M8WxkQhxHPzmoZOXgTna5qApXjBkiCSYEjaihaJ61hTYem86QITJtx/mSE2o+ndp8zbUpvBbkqapQmulG1gcfnREOFVtHsKfdiDGLLtOalPWtFqfZO9a0pY45mirrPfYAuzriTz0P14XdlqsNuCgoIZGZkzGCtdkxkf/hb7/g6NrXqhaho/Wc/MQTEXvAmZyFKKEICNgjCss1UQxNhQQrosm39MAze33347t99++9Lf/eZv/uaBzxsMBkudZ2PMUuf9ySdnTPZqvvrbbmPt1BAI/tRfu9mQvNDhPew9PuN//f4jPPnkjGc/+4YLfEUHIyIHzu96HutKj7cKr+1CUVF42QiL7/K9hQ4v0ssahshTs9w1i2xUhp0gjOt5OI/JY0nDZ2eoxZPFEpSwABNb7xPOOGwcR1l0CbrF0fqeQ+l8XKjCQb6Vc1Q+nI0U8gjx2AmavRRFmyGs5wRhc0Zbc4ZS5yDPl7QsCsLjtXApF0PPluayhcGO+nt0PYKTxoGNojA6r/3LeTzeNfd7bNJkhNI0WcLGduZn0dhHFc8KC86bZ+bmM25NYKRrZ3+QIGxeno8R/tiBmCI6mDmpT0l8OI7GYdpS17xn42ZhntbTC+749kDu0GU0dC9ssg6FFJRxvNAYqmwdzTb7MNd5NGQ25wNdy8Wuci2z+O8jC3Yl8d/bRpsyoTTbh60NnW017UY93mU4n0SbagKV8ciKJfZkXdzyELclNMGVKSUF4b6sY9Z6rspk6WtxXdbOFyHbLgNmPsV4wTtP7RMykTZAZIEqllC39hszfnYuy7/sSIr4t/I+isJu+8SMKEatEM4hjgEaI7Fyp3ed5j3FB5Hcr8YpoiAsqJhFW62IgjCutXN79nv22b3nNFnOo9wDyrlYOzVk8+mhPFTwjDY8m1mzHUhRrm9UFF5SlmcL272FjfPXZDiEIP4klJHiidnCau692kdN2ZT1hEPgHY4M6x21j0dYiCHDkHoTzmUTP+c0hjb8cYbdOg6A81GqRSFonaf2zYej9j72f5s/h7Ciayqzr2TUV3FPRrdgdWWjuidJOYyjZAubDLPE8uyYbfeGpruojZnC/iWCPcXAik+pXdKe7xmyhMGBNSbskur5vPE5TVOaILIKHxu1SMlMZm0Uv++wzYuoJa/VO2jOhXOhgURFQUFGIgnGh9fgbNKW3VUiJIZ4FABtACnYse9lC2N2Px54XcQuo80ewiAIZ1R+NreXsNlP1S9J6xzOZc7mYiBHuV4Iy4uPa0zcbd6WaNuwf51wdJL1QRBWIiHY0rMt19iIS6i9pzKG0hACLc0a1LMn633c1+ejALJMfcVMCoqYcbe+WDiOYsk91nQjxrVZu1oKSmYkkiBeok34KGgD1ntq4j7g3pihLLPbT+gPGDf8vMsUht3EM1IJ3VnFg7cx8GTi0Rj995WevXYB2HBOYulCo51ubl2GsKZYIgj7xz11lTeHZwkVRVE6VBReVpo3337TmRjRxHQR2fZhQRx6D841dZ7N4twrMRPbFJoRGnBn1D4h9WGvR3MWWyJCgrTnsnVNZvbP0vtQgOfiQm19yLvUPpyeWDeCUMLhwO05hE1TCqqFktEuytpFd/uHXzf7HZaVjWqWUFmkny2kd1Yh0Yaauzp2FCXst6XJuvcy7q451xCH9S4IQ5+QSULqJe59gsTKkk69jQPXlFE3DmUUhDTiqmhLp+eaKh1wLzeNMpqMenBqZ1SkFJIgSBSlGdZ6Kh/OiEtdsOvFkvDGjuvGEfYh/1jSdUZt9yVRtnO2PUfTz82/azCz2MDiOJakHW+WBVkawrEUtGtTsKG2GVq75UG67/u2Fe9j5zNqb4Jdxe6kSW8NakYOgYuwzjRNy6ZRnJVMYynzfLOjg2Mr3f6+kPEOIsrEKgEX17PUh+MzopyL61oVM+bTmCUscb7bx3hYQKfp9tnfD1yQRjEanupcSt0Ga2UuU9gEY23vfaWryAlNb8qYgaz8rC1t7YKv4VUEG7VBhe5bXxVFUc6NisJLzmK2cPHXni5tCE0pTNhfGB8iEvYiuSAGm5JRj4tOrW0P67ZiSbHUpKSEMrOMeC5bXPySGBltzmiTufkFIRhmEvsLRkFoo/CssVix1NTUURTWEs9H6nUZ7QvCuSxDv519P1O4L4oJ+51LZXVZ5rz20gxz5djxd942bm27R7f9QcwQNqWaTprQSkbtU6oYWEkxYQ/ugr0E4cZcsKQ5LyyUjE17jmxTPto4agc7liFg1DX36JzaFCOzWPra7IlyWFJql5JiYpZQYvloN0/niaI32HHVBnX6Gf4ylqEVvQxh3Evoqu4oCg46sF73/x472oCL3xe0DMEWA67CLmxZ8U35s4QaltpbMlIyn4bKFTFL7akJQFZ0Z+/NZEZBL2MX70Xa+2//GtG3IRerVGpfYCTDYNpGb5bYOdXHYzOksYuQmS+ZUftZawf+wDMKobOBWGLra6wrqcyMRFIKSQldVj3WO6oYeAprMjT26mLFTE18XFhRqaQOfUaljJn8JkMYRasre4GnxQPrtQmUoijnj4rCy8JyZ3a+jLTJFoayl5DxoC0nafYhNG/ojYgKwjDDe4eNh3Vbn2Elo4oLXk04sDv0hpOwH6lpuxEzKv3ZdUtGu7y1/9VSU0sjDWtsPBzcxr1PdbP3KJ7V1JWydBmGeUE4X9KyP4p5ru+VVWd/ObaL97VtS7KbzMZcXZv4tlmTw+LEYsnjnd0EVRKSGFQxxPNB23GbwIlrhVZz0HtwKKfRkY3ZNlcHV8/PZ9YWX8288xacS+cqrJTUwZWO+7Y8VizO51Q+urdxnk1n1c6eFwI7UofXKWU4PzEeTt+UfNfLMoRNQ6h95d6L2Qd1Nq8/9q9R7U+iXTV3fKDXDM3TZhC7q8X/JFawSE7tM2pvSUhids7M2ZOjEUMhW9eVM8+6fXNt9UkneA4u5XSIt3jplXP6Wej+KeC8I5WMhKTdBxlsuY4Bkn7paDUntJZn23rZct+JURuzhSJJOy+LI/cZlbdzf4fFddfiqMVGG42H07cN3Lpgk3VdELY7m3B5ebcGbhRFOSoqCq8Iy8pIISyLIN7sE4ZhxfDxEc01mmxCKCE1kuJ8jaHCSo7xoWSlbktXTDxPKkhC05b9LBOFvi3/ca3T7Jo8IVbqmBFsGmH0zx6MH9heU5m4F6NdzJuW/IvlZ/QWLRWEyiKHBVik97N+OSmhe2J73IvvXa0JrLhQdtUGPDLSkGNvz2CTRnD1ruBwOAluXiihrqPT1s9sFFhXhpKuua6dh73MxjY8XsJZa+JKxJjWZpsqgVAdkJKSReHaNP2Yt2cnPtpueI01FVZCIMfOlXx32f2mi2HIinaZ/k7QurlRlOuZxaoW3/tJszYRs4W2fZSLvZ1Ymi2MNuUtqdTU0gVajA9rUX/0RkS22xJCSxVKplgf7Mg3wufA7qP9oEpz3qeN93Tokko7VkVCSlNu7hv79/WcIOyLrfms2/6x5zP8NcaX1D4Jf0lpewpTx9CTWXhfmbPVtiqnbAOwzRExTeAmCMKyF8DpzibsqnA0cKMoyvmjovCysX/BDfT3RcFSYdg8NnwTl6R4FIU0JToWE3dEdOIwJZF4YLdPMBIWxGYJMrEMzfj9C3MrDHtZwrB3sTmjqitCc3EBbLMazfdxz0e3D2MxQ3jQfqR2Jpfp30K5vlkUhr2v47dBEDY2JHip46/7mTjX3uNNXN7HTIGVipo02BCx5b7MB1Jcu6/Xt5nzWqo247Z44HsjqpqSt8NFVPP70NTDU8cujmXr1ALBvZSamoyEKlh3cxZj8xjp23FwNF0vqNOUezfZFEdXLtplCG3bZGOZ7er+3+NGZ1dhfZKFMlLm/mk7YdjPdbkY0LCk1FjJYgl0QkL43NhTs+64aIE2ZsZqH84lrN28QOtKRw97Cc192gi0BHFlbM3bWH5KHUIptBm+OH7IwBWt4Jo/CP6w+7orrXa+pPbBHttpiSccbp/Fv4NpAznhb9m8p9i2GqepvGnOSuw3f5rP6DdBm27P77xIPiDDqSiKsgQVhZeVRWHY/80hwpAmyBcXZXxYxIRWZIUzyxxekla4GUmx3mBIgxgUE0VhEhsEdOe2zc/FxbK6zplsN8/T+4hiz9F1O2sWpa51ves6tl2UINSFSzmIYDj7y7EbG7LxZzXikzbb3t114d5MYrfCEFRJqUlCp8/Qnimebdgvk/PRgWvOE7Rx71JJc7i3dQuikMNKR7vXE15LF+kPJXDNmYs9pzaWxiVShTkumWdTxtcWusagTZhz53DOnSHaCkLb2n5jw53t9ktIu7/o/L+Lcn2xPBPfBVz6GUPaDBv0hKE0wcpwfyZSt9nuVgw2NkX/Po3PacSQr9qMWJfB7u7JMKfDmr7Q2lG4n0P3YWLTtmD5ydwe3WaN6oRXObef9nC7bcYL83JikSZj2IrRZtyaROrwd/CmDdA2v28CvY29WmJFTu/v0P/oV+P09/seLXCjKIqyHBWFV5T+onuQMAzObqMMpTmfkNBCXySIQSPRcYxZQScJxtfxMOGklz0ImcKmRf98kxnaeTSLSP+Aeec7x7LLAkYx2MsmuKYRRb9Ubq4xhUcFoXJxHFZG2rBfGIaEh2+r3ZrOoz622jdYjE9xEgIptnVezVJ7CUGR3s7bJts2F8WvaM/16wdDjvQa425Ab3AYoAIneEMn8rCHztPDnC22Zd1tZr8p9V5oZb8kqDMfzFk2X+U4snzfLvPdsonCsF075tcPIcFKgvFpd9j94j5E3+QKG8HTNC0L4sy3wZUmwNJMatmMXchCxuNdwpmfUXw58GIRCUGUOUHWC5zYXpCkzb6dI6BDPLqDdi2sohgFTBNorYgt4KC12e7VtOKULlvvfD1fmTMXwOltz9gnCPuZTQ3cKIpydFQUXnYOLiMN3y0Kw7hYeIvvnwHlw+8MHi8G78OiK83+Qp/gGiHY/9yKwVDOItK1E2/G975radMsrn2nsoum2u77/td9B7LvSPqeGFRBqFw0hwjDpVl3Gxs5hYeHBk6GrtNnGiL0YjHxDDZpndcuq96WmuFDCTd9e7BLo/i+F8Xv7vlzO5eh/DU09QhHAYRwTuhE3AhaG7MNzX4paW192TybErl+MKd/1IRrD+ee7xB87uz+4r+Ncn1yroBLk2lf2PcecbiQnWvtKpQrG0njfZoeYk+dLTk6G2oCLU3Qor/n9tyvxXX3MzXd6haydC5W0DQ26Vo7aARZl+WfD+gsu+cbm+sfu2RwVM0fBy8OE99jbPP+coC9zttp8/eIX881bet3BF6sSOjPT+1SUZSjo6LwinBEYQixXEegPcfQB8cWg0jMFmII3eBc68B6bOfMxnIyaQ7xbhfiMLTEFt1AV5ZDTxT2HMpG2PXFX/fZ9xZfz/7yFRWEyqXmfIVhf59utCN8zzG1ocRUDBKbMzX2EkquieVm4Nt7eCFQEsuoQ2OZZi9hr3z0XHuh2lfTnLAYC15jqZ4FTPy5w8WKgGQ+8OOjTbd2B+0+5MZRb+fdlYi2+wfnsvuNA37U7L7a7fXPYXbloLGBVhh2AiSsQ7RllGELRLAJIwbXVrD07MnH+7NvT40dzZVf9w9j78/tgNcQAytNUCPsve/25ffXx3C5OIeY5ZvfS7sY0Fk+ZldC2thN0+Cq+X1jt429GvAS/w6L9tps35gXh3N2y/wRMQfb6bJ/Y0VRlINRUXjFOIIwnHtYEIehaUb8hTc0DlmzwPnoEIYFpnNom0VHoNv03s8Szq0PcSHxzXLSLJRxkfPd4t0tRs2ivrB4zi2kh3UZVUGoXArOJQybcuymzKu5H01ssG8QXCus2iw70tmL75zlA4Vh67x1ZZidrZ4rYt97L2izhRICRPFXjZMpcR+xNEEgL9BzuOMs6ZeDh6/tnECcy+7ju2xD7/UdPZijHD+OIgyJNpWArwmhi5A1xJuwxcEbRGy8T+ftqQsk9u5L71pB6GLGrinj7MpHD5t1P7ASSshdfBXim6MoTBuE7QKhvQBJK8KOHtBpxHD4OwS6Ylcf9ho2gZwYqO3+Ds162n9f6Qdu/FxJd7e/VwM3iqJcWlQUXlHORxgGx7Vx8AQTorNIXKhMe71GIBJFZLORvlmIQeacxsPmF8ajXYB9K/Li534Zz9x5SEvK5Hp7MVQQKpeOg+1of9Y92El3VEX/Hg12FJzcRhAuE4P7x/dzzmx/H95i1u2ITmVzXYileE1WhZ4wjCXjoSatl3U45Hq+b7v9Uu9+kCf+Leay+11mRm13VTiXXS0ThrKQiW8aowm2DVyELLYcYE/7tiHEZmadGOwCiwcHJZYHVsIeyCBY59ZJeoIs2kYnDvt20L/2uf5ujfzsxGHow+Pie4vtmtwsuWQXwPF0GcGuNPXCG7epjSqKcjRUFF5xDlp4YV9HRVxX5klzQHdc6Foh1pSNuXjdZj9S3EPYCkPahXB/R9QF4TbnOPu577ty0y67OL/Xo9+UYrGURZ1K5VJxDge2fUjnqIX9hTGY4vuOnAExeN8Tgwt7b/tj+Dmb6DtriyVdrn3G0e7zJujj266PQfw1PnHjdM8HfZbNc78tu4WATs+xnHMqNbu/2hxBGMYseohdxjJM6a1HGHzMwLd75NsmM0vu0zYI2bel+aZHR7/X5gMr8xnNZo4S3yG6e3s+UNI1mDm4FHP/qNKK0WbMOv6m3wwqrstzhzz219L5tXZZJc75b8tQFEU5GioKrwrnFoY0j/C+zfb5uKjuF4e9xjFxv0Z7YC/zX597avMLTOdcdvseuu+XLEZLs4O93+/7OyjKhXJUYehp7cfHxi1t1j3sOPLRaWtaa4TS7ENGnnPU+gJrfwR///wOey3RqZ0Tho1DGz57b7vSceTgq/rOXpfbbeNk9gJA9AVvf25qu6vD0QMuvgk1+v561NiDtHZ0mD31S7L7mevuGIp+kPKIc+/ZTxBpJlYJxLWyOZZprsnavP3Oia+DZ7/wdXjefEOepiKh2ft7wNX6wVcaAbsoGPuCsD/3bvyD56coinI4KgqvGosLb/Mz2p/7ZsltSmf6zm1PHAJxQQ6PlZ6wnL/uUWbVZQnoL1DBw1z4Wfd9/znndijPb06KcjBHdGBpHtbt1W0DMG0qrp/JOFzA+VbwLRGG+xzZC7nXm+c0jq2PzT2avcTN780Bz99vy4sdCuedXliedeh/Xpybcnw5esDFx5/THEwf16l2P+/c85eM1JZY97clNPfqUYTZ4pz3B1ZaQdiuk3MTaK8/P+7h894/eldiO9eQh+79pd0vfMDz2fe+cvC2DA3cKIpyqVFReFWZF4HzPws/n88aNj/ui8Pw226haSK2zXemt+gedVYLC8y+7F9voV/IhqggVK48hzuwNL9thJ90gRViiVlnN9GxPYfNhKs22bdFh7L5ev8zjvZaWn+7J2RNW7rXOt1HmudBom//z7vHg9qucvSAi6NfzTJfyRLLTY96nx64T31xDkeZt49fNh29D9vX2Bdd/ez5Uenb7bwwnLNZf0hmnyZQ03yj2zIURbmyqCi8Jjho8W04XBzSLdE0UdBm/0bYX9hdp/vUy4i0w80vNAcvPN3i1H/0/vmrU6lcKQ6zoYNLsmnLL/vZw+554dOirXT39+GllxfiWHZ7nVphCHOObZuR6c+ztenl9rxvns3fYZ8YPGzearurx1EDLuyrZJlfh2DenpatIQftlTtfO4Lmju7m1vxsuShcbr+Lr/ngsfZV/fSE4f73lnPZqwZuFEW5OqgovGboFtv9P6P93X5xGBeknkDsP25/iSr7oqX7F8H+2L3f+fmfHbx46kKlXA3OI7jSd8RkSWCl95z59vWL4807bcsdtgu/9+czMp2YnXOymbfpc9rloWLwoPmq/a4u5w64zAUr5+7TxeceZE8H2dL52tGSwEp7TVm2HNIXqBce0OnmF0ZqsqOLlQmBc9tr/2+xOLfD5qd2qijKhaOi8JpjSdTxEOeW5tFzUdfe82X/Krg/WrpkIfGLC1Dz1REF5LmuryiXhXMFV7r9usES+vsJ/UIWPXzdv/vnhzooSHIhDmV/jM6p7Wx9Ya4L8/QHvt7985yfa//n6mQqB3F4wGWf1fne4+Uo9tQJs/D/RUF4oXNemJtffr1Dq2KOPNa8GJ0fU+b+Dgfbq+99ez6BG7VTRVEuHhWF1yTLhGHz8z59B7f5icw/bukiKL3169yLyeFC8LBr6EKlXC3OFVyZtx2Ze8gSOxOO4FAuc9guxAYWhWGYw/IqgaPNcX6ei3NTMagchYMCLssqVBYFYg+RA9eegwMr53M/9m1/MbjSfLd/7Vw+7oWwf8zlgnRxjotX0cCNoihXFhWF1yzLFuDF3y06votdR/u/WVjIlyUHz7m4HDV6qouUci1wWNawbzvL7Ub6Tls/znKoY3axgvCg63azWhy/DQQtJgg1mKNcFg7KGh5uU609LYijyyfMDhJdB3Xnvtjs20FjLhek+7OtR31fuZg5KoqiHIyKwmuew8Rh//eLHGXf4PmMf9hYR/29olwNjpp5Z+5xR7OZy1XOdZDj3XCp5rnsMYpyLg5aly7mPr3UtnSYMDzX9S/HmAdlJw8bW8WgoihXDhWF1w37S98Of8y5xORRx7ocj1eUK81RMu/N10e1mcvtsC2by0FVAodd46hjKcr5cq6Ay1HXoctlS4fZ0PnO5ULHPB+b1cCroihXDxWF1yXnI/gu1yKii5NyPXIU27mYe/tS28VRxezFXFtRLobLZVOXM7hyOcc7bMxLUbGjKIpyeVBReF1zcKnO5R9LUa5njpJ5v9DrXQ4uJvO/7DqKcqm5VDZ1Oe7Rq3HfXwqbVXtVFOXKoaLwWHH4HqmLv5aiHEcu1Jm9mo4mXHyZq6JcLs73Pj3O9+i1UNmjXGk++9ktnnhicuhjbr55zLOedeIKzUhRzo2KwmOPLjKKcnSuJ3u5nuaqrC56nwb077AqPPbYLi956TuZTetDHzccpfzfT/2gCkPlmkFFoaIoiqIoiqJcAs6enTGb1nz1t93G2qnh0sfsPT7jf/3+IzzxxERFoXLNoKJQURRFURRFUS4ha6eGbD597WpPQ1GOjLnaE1AURVEURVEURVGuHioKFUVRFEVRlOuOhx56iNe+9rW89rWvZXt7G4B7772X17/+9bzxjW9kNptd5RkqyvWDikJFURRFURTluuPee+/lvvvu4zWveQ33338/AI8//jjvete7+Dt/5+/woQ996CrPUFGuH3RPoaIoiqIoinLd4b1nPB5z22238cADDwDwMz/zM3zsYx/jgx/8IP/qX/2rpc8rioKiKNrvmyyjcw7n3NJxjAERkNhJVvDxIyACxgDsf+wizWO990vHW8Q5d+THXixXcqwrPZ6+tsNRUagoiqIoiqJcd4gIk8mERx55hFtuuQWA3/qt36Kua+69916SJFn6vHvuuYe77757388ff/zxpSWns9lZXvjCTf7azYbRRiMK4dQo/N7jmVaG+oWbJMlk32MXaR47m53ly18+d9Gec46tra0oTi9vkd+VHOtKj7cKr+1ixlFRqCiKoiiKolx33HHHHbzpTW/Ce88LXvACPvWpT/Grv/qr/I2/8Tf44Ac/yJ133sntt9++73lvectbePOb39x+v729za233sqpU6fY3Nzc9/jPf97xiU9sk36dYzMLucEmC/jZHfAI20+Ex1g73vfYRZrHDocnecpTnnLO1+mcQ0Q4derUFREXV2qsKz3eKry2wWBwwddQUagoiqIoiqJcd9x+++37RN8nPvGJcz5vMBgsdZ6NMUuddxHBOfCeXsEoeGiLSL2HULm3/LF9mseKyJHFQvPYKyFmruRYV3q8VXhtF4o2mlEURVEURVEURVlhVBQqiqIoiqIoiqKsMCoKFUVRFEVRFEVRVhgVhYqiKIqiKIqiKCuMikJFURRFURRFUZQVRkWhoiiKoiiKoijKCqNHUiiKoiiKoijKVeCzn93iiScmhz7mppuGXMTxc4pyJFQUKoqiKIqiKMoV5rHHdnnJS9/JbFof+rjxWspHP/IajnDOvaJcMCoKFUVRFEVRFOUKc/bsjNm05qu/7TbWTg2XPmbv8Rl/9r5H2N4urvDslFVDRaGiKIqiKIqiXCXWTg3ZfPra1Z6GsuJooxlFURRFURRFUZQVRkWhoiiKoiiKoijKCqOiUFEURVEURVEUZYVRUagoiqIoiqIoirLCqChUFEVRFEVRFEVZYVQUKoqiKIqiKIqirDB6JIWiKIqiKIqiXOM8+ugWTz45O/QxN9885lnPOnGFZqQcJ46NKPS+vtpTUJSVRe1PUa4ean+Kcvw5fXrGK/8/v8Zk73B7H45S/u+nflCFoXLeHBtRqCiKoiiKoijHkb29ktm05qu/7TbWTg2XP+bxGf/r9x/hiScmKgqV80ZFoaIoiqIoiqJcB6ydGrL59LWrPQ3lGKKNZhRFURRFURRFUVYYFYWKoiiKoiiKoigrjIpCRVEURVEURVGUFUb3FCqKoiiKoijKMeKzn93iiScmhz5Gj69Q+qgoVBRFURRFUZRjwmOP7fKSl76T2VSPr1COjopCRVEURVEURTkmnD070+MrlPNGRaGiKIqiKIqiHDP0+ArlfFBRqCiKoiiKoigrSn//ofee2ewsn/+8Q0Tax+j+w+OPikJFURRFURRFWUEW9x8aAy984Saf+MQ2znWP0/2Hx59rThR67wHY3t6+yjNRlIujuYebe/p6QO1POS5cb/antqccF64321t1FvcfisBfu9mQfp2j+Sfs7z8EtKvpMeWaE4U7OzsA3HrrrVd5JopyadjZ2eHEievjzVHtTzluXC/2p7anHDeuF9tTAs3+Q8Ez2vBsZoJH5h5zvl1N4dwC8qabhgwGFzd35dJwzYnCpz/96Tz66KNsbGzM1TIryvWG956dnR2e/vSnX+2pHBm1P+W4cL3Zn9qecly4krb30EMP8da3vhWAt73tbWxubvL2t7+dT3ziE2xsbPCv//W/vuxzWCXOp6vp//pfX+bbv+P3zikgx2spH/3IayiKLZ58cnboYzUDeXm55kShMYZnPvOZV3sainJJuN6ipGp/ynHierI/tT3lOHGlbO/ee+/lvvvu48EHH+T+++/nda97HQ8++CC/93u/x4/92I/xuc99Tu3qMnCUrqZHFZB/9r5H+MxntnjNd/4uk71Ll4FsBOT5NNHpP/Z8rnsQ11sW9JoThYqiKIqiKIpyLrz3jMdjbrvtNh544AEARqMRAF/xFV/BF77whaWisCgKiqJov9/a2gLg7NmzuH53lcjOzjYiM3YfO4OtghAQgZM3Gs6cDnvvpk8UiMyYTHb2PXaRC3vs7mW67vxjF1/XxV7X11Nstf9vCuDr8NjHHz9NMdvlK1/6NAYn8qWPLbZKHvnwF/noR/+K13/v+45Uwvqf/uA1fOv/93fnmuh87ddu8slP7m+is/jY87nuQYzXUv74j/5/nD1b8KUvHZ4FfdrTxjz1qRt86Us7fPGLh4vN5rF9nHNsb28zm4VxLmRPr3jdCawoiqIoiqJcZ7z+9a/n137t13jwwQc5e/Ys3/3d382rX/1q/uN//I/82I/9GHfeeSfPetaz9j3vZ37mZ7j77ruvwowV5crw6KOPnneWXEWhoiiKoiiKct3xsY99jLe97W1473nBC17AK1/5Sv7kT/6E//2//zfD4ZBf+qVfWvq8xUyhc47Tp09z0003HXlP7/b2NrfeeiuPPvoom5ubl+T1rNpYV3q8VXhtn/3sZxERnv70p2OMOa9raPmooiiKoiiKct1x++23c/vtt8/97HnPe945nzcYDBgsbPY6efLkBc1hc3PzigiM4zzWlR7vOL+2EydOXPBY5ychFUVRFEVRFEVRlGOFikJFURRFURRFUZQVRkWhoiiKoiiKopwHg8GAf/Ev/sW+MlQd69odT1/b4WijGUVRFEVRFEVRlBVGM4WKoiiKoiiKoigrjIpCRVEURVEURVGUFUaPpFAURVEURVGUQ3jooYd461vfCsDb3vY2Njc3efvb384nPvEJNjY2+Nf/+l9fsrE+/OEP82/+zb/hhhtu4Id/+If5qq/6Kn72Z3+Whx9+GGMM73znOy/ZWAD/+T//Z/79v//3jEYj/tk/+2c85znP4ed+7uf4/Oc/z7Of/Wze8pa3XLKxfvVXf5WPf/zjWGt57nOfy0//9E9fltdWVRXvfve7yfOcvb29pf9OP/IjP8Le3h4vetGL+Cf/5J9csvG2trZ46KGHyPOcX/mVX2E4HALwXd/1XeR5zvOf/3x+4id+4pKM9fDDD+/721VVxfd93/dR1zXf+Z3fyd/7e3/vSNfVTKGiKIqiKIqiHMK9997Lfffdx2te8xruv/9+AB588EF+4zd+AxHhc5/73CUb6+Mf/zi/8Ru/wc/+7M/yH/7DfwCCKD158iR/82/+zUs2TsOHP/xhbrnlFkajEc961rOYTqf85V/+Jb/+67/On/3Zn1FV1SUb6wd/8Ad517vexUte8hK+/du/Hbg8r+3hhx/mT//0T4Hl/05/9Vd/xXA45L777uMDH/jAJR3v8ccf513vehd/5+/8HT70oQ8BMJlMePjhh0nTlK/5mq+5ZGMt+9v9yZ/8Cbfffju//du/zW//9m8f+boqChVFURRFURTlELz3jMdjbrvtNr7whS8AMBqNAPiKr/iK9meXgh/+4R9mMpnwC7/wC7z2ta8F4Kd+6qd461vfyqOPPsoTTzxxycYC+I7v+A5+6Zd+iW/6pm/ij/7ojzh9+jTPeMYzAHja057GmTNnLul4n/vc55hMJjzvec8DLs9re+5zn9uKzmX/Tl/84he57bbbAC5Jd9D+eD/zMz/Dxz72MT74wQ/y4he/GADnHPfddx9vf/vbW6F/KcZa9rdrXpuInNdrU1GoKIqiKIqiKIcgIkwmEx555BFuueUWAGazGQCf+cxneNrTnnbJxvroRz/K29/+dn7hF36B5z//+Tjn+OxnPwvADTfcwOOPP37JxoKQNcuyjKc85Sl84Qtf4MYbb2zF02OPPcYNN9xwScd7xzvewWte8xqAy/7aYPm/09Oe9jQ+85nPADCdTi/peL/1W7/F//gf/4N7772X9fV1ALa2ttja2iJJEoqiuCTjHPS3a16b9/68XpuKQkVRFEVRFEU5hDvuuIM3velN/P7v/z5nzpzhU5/6FC9/+cu58847McbwrGc965KN9Wu/9mt8+tOf5k1vehN33303f/EXf8HnPvc53vCGN3D69Ok2w3ap2Nzc5A1veAP33nsvX/7ylymKguc85zn8yI/8CF/91V9NlmWXbCzvPZ/+9Kd5+tOfzm/8xm9c9tcG7Pt3uuuuu/hrf+2vURQFP/RDP8Tf/bt/95KO96u/+qt88IMf5Hu+53v42Mc+xl133cUtt9zCe97zHl73utfx8pe//JKMY4zZ97e76667eNnLXsbHP/5x3vjGN/K93/u9R76enlOoKIqiKIqiKIqywmimUFEURVEURVEUZYVRUagoiqIoiqIoirLCqChUFEVRFEVRFEVZYVQUKoqiKIqiKIqirDAqChVFURRFURRFUVYYFYWKoiiKoiiKoigrjIpCRVEURVEURVGUFUZFoaIoiqIoiqIoS/mZn/kZfvRHf7T9/gUveAH/5b/8lwMf/4Y3vOHA3/3e7/0ef/Inf3JBz1UuL+nVnoCiKIqiKIqiKNcun//857HW8ulPf5rxeAzAv/k3/4aHHnqIwWDAO9/5Tv7JP/knzGYzPvnJT1IUBT/+4z+OtZbnPve53HnnnQBMJhOMMXzP93wPp06d4jOf+Qy/+7u/yxvf+MYDn/tVX/VV/NVf/RU7Ozt8wzd8Ay984Quv5p/i2KKZQkVRFEVRFEVRDuRlL3sZH/rQh3jf+97Ht33btwHw4Q9/mN/5nd/htttu40Mf+hDPfvaz+Z3f+R2e+tSn8sd//Mc89thjbGxs8L//9//ed70zZ87wL//lv+Srvuqr+G//7b8d+txv+qZv4s/+7M84c+aMCsLLiGYKFUVRFEVRFEU5kL/7d/8u9913H9ZavvZrv3budyKC9x4Rab93zvFN3/RNfP/3fz/vf//7913vKU95CmmakqYpxphzPtday87OzuV9kSuOZgoVRVEURVEURTmQ4XDI7u4uf+Nv/I32Z1//9V/Pd33Xd/Hwww/zspe9jEceeYTv+q7vYnd3l1e+8pX88R//MXfccUcr+A7imc985qHP/YM/+ANe9rKXcdttt/Ff/+t/vdwvdWUR772/2pNQFEVRFEVRFEVRrg6aKVQURVEURVEURVlhVBQqiqIoiqIoiqKsMCoKFUVRFEVRFEVRVhgVhYqiKIqiKIqiKCuMikJFURRFURRFUZQVRkWhoiiKoiiKoijKCqOiUFEURVEURVEUZYVRUagoiqIoiqIoirLCqChUFEVRFEVRFEVZYVQUKoqiKIqiKIqirDDp1Z6AoiiKoiiKopwvVVXx7ne/mzzPed3rXgfAz/3cz/H5z3+eZz/72bzlLW+5yjNUlOsHFYWKoiiKoijKdcfDDz/Mn/7pn/KiF70IgOl0yl/+5V/y7/7dv+N1r3sdVVWRZdm+5xVFQVEU7ffOOU6fPs1NN92EiFyx+SvKpcZ7z87ODk9/+tMx5vwKQlUUKoqiKIqiKNcdz33uc/n2b/92Pve5zwFw+vRpnvGMZwDwtKc9jTNnzvCUpzxl3/Puuece7r777is6V0W5kjz66KM885nPPK/nqChUFEVRFEVRrntuvPFGvvCFLwDw2GOPccMNNyx93Fve8hbe/OY3t99vbW3xrGc9i//3//4fm5ubRxrLOccTTzzBzTfffN4ZmfPluI51pcdbhdeW5zm33XYbGxsb530NFYWKoiiKoijKdc3P/uzPcuedd/Kc5zyHH/mRH+Grv/qrl5aOAgwGAwaDwb6fnzx58rxEYVmWnDx58oo4/MdxrCs93iq8tuFwCHBBZdDXnCh0zvGFL3yBjY0NretWrmsupq77aqH2pxwXrjf7U9tTjgtX2va+8Ru/ce77n/qpn7rsYyrKceSaE4Vf+MIXuPXWW6/2NBTlknEhdd1XC7U/5bhxvdif2p5y3LhebE9RlMA1JwqbGthHH330yCl8RbkW2d7e5tZbb72guu6rhdqfcly43uxPbU85LlxvtqcoSuCaE4VN2czm5qYujMqx4HoqBVP7U44b14v9qe0px43rxfYURQlc+xstFEVRFEVRFEVRlMuGikJFURRFURRFUZQVRkWhoiiKoiiKoijKCqOiUFEURVEURVEUZYVRUagoiqIoiqIoirLCqChUFEVRFEVRFEVZYVQUKoqiKIqiKIqirDAqChVFURRFURRFUVYYFYWKoiiKoiiKoigrTHq1J3CpEDk2L0W5RvG+vtpTuGZR+1MuN2p/B6P2p1xu1P4U5fijmUJFURRFURRFUZQVRkWhoiiKoiiKoijKCqOiUFEURVEURVEUZYVRUagoiqIoiqIoirLCqChUFEVRFEVRFEVZYVQUKoqiKIqiKIqirDAqChVFURRFURRFUVYYFYWKoiiKoiiKoigrjIpCRVEURVEURVGUFUZFoaIoiqIoiqIoygqjolBRFEVRFEVRFGWFUVGoKIqiKIqiKIqywqgoVBRFURRFURRFWWFUFCqKoiiKoiiKoqwwKgoVRVEURVEURVFWGBWFiqIoiqIoiqIoK4yKQkVRFEVRFEVRlBVGRaGiKIqiKIqiKMoKk17tCSiKoiiKoijK+fLQQw/x1re+FYC3ve1tbG5u8tu//ds89NBDbGxscM8991zdCSrKdYSKQkVRFEVRFOW649577+W+++7jwQcf5P777+d1r3sdH/jAB/j3//7fc8cdd7C9vc3m5ua+5xVFQVEU7ffb29sAOOdwzh1pbOcc3vsjP/5iOK5jXenx9LUdjopCRVEURVEU5brDe894POa2227jgQceAOCv//W/zqte9Sqstayvry993j333MPdd9+97+ePP/44s9nsSGM759ja2sJ7jzGXdzfWcR3rSo+3Cq/tYsZRUagoiqIoiqJcd4gIk8mERx55hFtuuQWAv/zLv+SBBx7g53/+5/nUpz7F85///H3Pe8tb3sKb3/zm9vvt7W1uvfVWTp06tTSzuAznHCLCqVOnrojDfxzHutLjrcJrGwwGF3wNFYWKoiiKoijKdccdd9zBm970Jrz3vOAFL+BTn/oUX/d1X8cP/dAP4b3nec973tLnDQaDpc6zMea8nHcROe/nXCjHdawrPd4qvLYLRUWhoiiKoiiKct1x++23c/vtt8/97CAhqCjK4eiRFIqiKIqiKIqiKCuMikJFURRFURRFUZQVRkWhoiiKoiiKoijKCqOiUFEURVEURVEUZYVRUagoiqIoiqIoirLCqChUFEVRFEVRFEVZYVQUKoqiKIqiKIqirDAqChVFURRFURRFUVYYFYWKoiiKoiiKoigrjIpCRVEURVEURVGUFUZFoaIoiqIoiqIoygqjolBRFEVRFEVRFGWFUVGoKIqiKIqiKIqywqgoVBRFURRFURRFWWFUFCqKoiiKoiiKoqwwKgoVRVEURVEURVFWGBWFiqIoiqIoiqIoK4yKQkVRFEVRFEVRlBVGRaGiKIqiKIqiKMoKo6JQURRFURRFURRlhUmv9gSUK4Uc4TH+ss9CUY4HB9nT5bChKzmWolwrLLvvr8V7Xu1TUZTjgYrCY81RhOBhj9dFTVE6jmJP/cdcrP2ca7xLOZaiXAtciXv+Uq1zR52r2qaiKNcHKgqPHcsWqvMVh80ipk6nouy3n3PZ06L9nK/tXMh4aqvK9cz53PN9+zqfe/2ga56vnZ7vXNU2FUW5PlBReCw4lxDc/3tB8EdaoFQgKqvKQc6fLPz0IFu6EOd10W6POtbieP3vFeVa5aB1SnpfHWZfR7Wt5bbbXaf53bmutWyO57M1Q21TUZRrFxWF1zVHd1oP/3mD7/2/f02/8FNd2JTjzOGOnxwg1jp8dGL7tnM+Dmd3/cPHWrTXRVtVO1WuVZatXQfbWP+e93O2dBTb2m9X+39/vnZ6sH12+HPYptqloijXFioKr1sOdlznRKAcnnno6BYsAfDd991Pl4lDXdiU48Rye2mdP+n//KC9SR6J9uP3/e5c40ocrbHdw8aKltmOdVCpmtqpci1xLhs7SMSF+7y/PnkcR88UmnakeY5qp50tzs/1YPucn+vi79UuFUW5tlBReN2xXAy2QnDBkZyPZC6KxB7edV/i4lPCz+YdXM1GKMeRw+xq3vmT5iQfWXQGfecASnBWxbslzuBhc4jXl8aJbcZaPD2oP1bjgPpox/1yOxWGyrXEfkG4aGPhnm/Ws/59H+75sD55wCHeRGEYf790vMaWJF5vcQ1052GnMneddq6L9hnX026ufiF404yh66eiKNcOKgqvK44SYe0vVMsX2OX5Dd/7MOGzl/C71sE9lzjUhU25Hjmqo2rmbUoWi0ab/7vw4R1e6DmcBzua84IwiZ/N0rG6qzRZEtdzloXg5MoSZ1ltVLmaLLMzM29jEuysb3/dfd+sN9G2EMBy+H3dz7wnvfF6eMGLIN4eYqe9AJAYIEFa+zRL7LN5HzBxrlEcercwW7VNRVGuHVQUXhccJYvRj4SGryV+DYLMZTqgEX6+yTAIrWMpbTSzcW7lgIhngy5syvXKAYKwn6nrOX+NTUkbYAnP6ezI470Db/ESxZnUURgenhVoBWF0XkUSGuezs1vpnOM4lhCdzr6zLP0sSj+AozaqXA36drYo+pJ9NtYJxCYI49r73mPxWPA1XnzQWnMByvkxO7tK2yBLsCmP9z4EPb2NARyLP9BGJNqkiTYar9lff+MMEYf3PtqmpR8k2l9BoOunoijXBioKr3kOymIwv2i2YjAuqs3ihUGke0yXW5S5DKEnOrOExcxHR1OwCw5nv3RHI57K9cxhmYu+IIxCrf26+dzZo28CKd7hqPFi8E3mwYOX6hCzaBzkxtlM43gpphWJ+8fy3uHFRru1Cw5oFKUQgz0NKgyVK80SQTi3diWdXUnas7fw+/l7Ptzvjipc1xPKp30T9PQLI0cbbq+bRvsN65+Iw3vbu5Y7wDSadddEu8zi57Rdc2lKvZs1VBze13hMFLJNgNUGMdysp7Bv3oqiKFcDFYXXNOcqa2tEXxJ+1y544bPpZRya6Gu7R6lHkxX0cZFyceENDqfFYRfEYXR2JWQNtUxNub5ZLgiDPTUOaxIcwDmh1mUHgNZpddQ4V4XPREvwNrq29oAZNPYZHE1j8vC553gyN5aLzrHF+xrna1zj3BKyEG3QRvySEla1UeVKcJggTFrBFu7xYFvtPd+Ue0bCPW9xvsZ6g3MhDNJly5eNHcYREozJgphrs+++tSFH2X7PXHa9fznTvg8YyTCSk5goDufs0+Nw0S5TnK/D19TdtdrSchbWT7VLRVGuHioKrwsOKmtrRF8XCW0WUyO9BZZGLCZh8ZIYQW2jr11msHEuXVzEvLdI/B5q8CHKGYShWyhTA3U6lesD6X3uBGFXypa0ojCRHJGUJDqDiWRzGYKQdehEmvUVVkqsK2KvJo/zacxCLNpFP0vYCMIBiclJZdCOd9BYwUGucL6KtpuEr+Mo0mYmTBSGoRSvG1ttVLkSNNUtjb012fAmI97YVUZiMkwTHIlrXHPPW2qsKxGfUAPeNSWaLjZ3OUDImUbEDeI1E4hBHOsrcFEKxsDKcoHZBG1yEjMkMQNSyYNAbCsIwPVs0/mqtU+8wXsTRCIW8XUUhprJvxgeeugh3vrWtwLwtre9jc3NTd73vvdx//33IyK8/e1vJ8uyqztJRblOUFF4zbLotC7b59Q5rkEAdg5rIl2mISEIQxNF4Xz0FbxYHKHszUmNjYLQto5mhXUGJyaUw7TlNjUgeLEqDJXriOW2FQRht1coCLSMRPLwYXISMlIJnw1RGBLDK+KwVNRSUvsZVbQz71wsU+sLsv5spM1MGpOTmgGpGZHJkFQGJOQkdFmTZqyaCicVtS+x7UcFLrxPhF2ONpas1SFD48/VmENRLhVLAi/0y7Eb4RdtS+K9L3m852NAM+bYndhgX0lB5aZAzB66OtqW7Bu/s+Wc1AxJzbANsgA4X2N8GZ7rPF7qaDN9gRkstJ2zCdfKGhtlENfXeE0Ja6mNtln7AutLxBkszb7DRoQ2+yKX7TFUjsK9997Lfffdx4MPPsj999/P6173Ot7xjnfw1Kc+lec85zkqCBXlPFBReE1ymCCcz2R0jmuMskpOKnl0JqMD64MwTEgRb5o2NG05WVjEYhSWOji1xGyHL6l9iRAyEBYT93MQn21DCYwKQ+W6Y9622qwCKdKIweikpjIglSEZAzIGpGTBafWm57QGoVZRUEiGmASgLcUWH/ZBzTey6LKEEu03MyNys0bOGjlDUnJSnzauaciLiKWmoqakkoJKZtQ+RVyBGIN1ZSz2ju8lPpSuNlmX+EPUPpXLy2Im3sxnB01OIoMoBofkMiJr7nkyEh8CmY19VZSUzDAmBSTu263ix/y4TfDUSEZqBmRmTG7GpOQYklDMLTW1n4Vr4XC+QnxF1xSquVwIphqTkZohuVljIOvkjMgZkPqe0BSLje8EtRSUMqXys/DavaF20itQDZ2DEaIw1HXzfPHeMx6Pue2223jggQcA+NKXvsR/+k//iZ/+6Z/my1/+Mk95ylP2Pa8oCoqiaL/f3t4GwDmHc/uDd8twLuwfPerjL4bjOtaVHk9f2+GoKLzG6c4Z3J8hTEwnBDvnddguqhkDMpeTkZL4IAsNjSjsWmdb77E4rFhqaiqpqCipKKilwMiMWhKsS8AbxAlhFwdxcz5xYWta4TfooqZcayx07+3vISQ2eYmCsMksZDIkZ0zOMHz4AZlPSUlI2kwhWO+oqCmkiEGaBIyP2fYaLxXe10vmZGJ5akZqRuRmnSEbjFhj4IfkPiOjEYVhx6D1jkrqON6MkgGlTDEmpfKxEsA1n2JXYe9jVkKFoXK5kd5XErcsxEx83NaQmFCGmUnIuuWMGTBm4EfkZOQ+a2tbfLznS6mZkWPERNuqsL7E+WJh7SGI0DazN2Jg1hnEQIuJ5aM1FaVkYIh7gUuclPuvhUQbzclkzEDWGbPJyI8Z+LxdWyGUj9ZYSqkopSAhI5GU0hiq0H6UurHN9jzDxg77HYrVLo+CiDCZTHjkkUe45ZZbAHj2s59NkiSsr6/zpS99aakovOeee7j77rv3/fzxxx9nNpsdaWznHFtbW3jvMWZ/v4ZLyXEd60qPtwqv7WLGUVF4zTGfJQxfygGCMI97j4ax1GwYI5fBcR34nJyMjIRMDKkYEgSR3tLjg9NYe0+No/KOyteUUlFIQUlY1EpJqU0SIp1IUIKu3TJFs6zRtghv0MVNuVZYYlv0y7DTLtsey8NyGZMzZsiYoR8x9AMGpOQSbMrE88m8hxpP5R0zn5ESWtU7cVhTRee1iCWc85nCpnQ0MUNyM2bIOmM2WHdrjMjJJSUTIYnnqzkP1ntKLKW3FD5nJjkzSZm1XRvj63PdsTPBTBeDN2qXyqVm0c76mfiQEQ92NggBF7PGgDVGrDOaszFDJiZsYSfc84W35D4L2UPx1KakdjOsZCBlz7bCmEZSUhmQy5ghG4z9BgNyUh8yhZXUzCTDiw/lnqZA3CxmCrtrhf36IUs4MGuM2WTdb7DmRwwlJRNDEl+29VBFuyx8TioZ07YJnAlHF+LBudA5FWLjGa92eQHccccdvOlNb8J7zwte8AI+9alP8Q3f8A38w3/4D7nxxhv5qq/6qqXPe8tb3sKb3/zm9vvt7W1uvfVWTp06xebm5pHGds4hIpw6deqKOPzHcawrPd4qvLbBYHDB11BReE2xrGy0ORw3WSoIuyjrGjkjhn7EwA8YhqIWBiYhF0NuhNQIiYDpiULnw0ftoXKe0jtKl1L4EKmdSUYqYf9U2XRBbLZGmbj1osHXNGc04XVRU65VmmBLL/sunW2FUrMhuYwZsM6YdUZuxJgBI0kZmoSBETIjJIZOFHoonWdqE1IX8vFOLFYKaplhJCW0p+/PRGLmJIybyxpjNthw62zIkDWTMkiEPNoudPZauoSZdRQ+JfNJyFs2x1eYVgbiXXNURuwyHH7KfMBGAzfKpWZ+v25odBb3vptBLMMMQZAR66y5NdYYMDIpQ2MYGENmwnrlCdm1wibkLsG4EHCpZEZp9hAXyknnRzedkJN11vwG636NIRmpBDssvSUhCaXfpqByE2pJaJVo8zpiGWomI4ass+7X2fRjNpKMUWJa+/Q+ikJnmLmUqUtJo21KjMY2e4LDR+xU2paR+rh2ql0eldtvv53bb7997mfPe97z+KEf+qFDnzcYDJY6z8aY83LeReS8n3OhHNexrvR4q/DaLpQji8I/+7M/43d/93d57Wtfy/Oe9zze/e53893f/d0XPLByFLr9GM1eDNPbixEE4ZgBawwYM/RjRn7ImJyRSYLzmggDI+QGMgOpgUS6HRPWg/NC5aFyQmGF0hmmNmHmEjKfkPo03NCEqC0QhWFYxGy3OzF2UvO9PYvhN7q4KVcXmfvcHvHQO4cwaffkDsllbZ+zupakrCWGUSIMk2BTqQm2FIRasJ+9WkjqHCzU1JQyozQTKrfXNpqYm1ccO5NRGM+vsSlDTqQZ66kwSoQ86ezW9saaWmFaG1JnSJxpuwuHS/ecT+MQF9tbeI8X0ayEchnp29tC4KWXiW8yhOtuLQZBMtZSwzgRhgnkxreisHLhfs8qQWqo3RqFmTCTYQxYJr07Wdr1Mgi5Ndb9mE0ZMjIJmRFcDKwkTnBYSpkyMzsYSbG9ZmwCEMtdcxNsdN2POZHmnEgN41QYJJ40vuTONj2DWsisYFy8noQSbm9C9+7mGChpzgjuZ/XVLhVFucIcWRT+yq/8CnfffTe/+Iu/yC/8wi/wgQ98QEXhJeWgjojNYtp0Pusc12ZRHbLGyI8Z+xFrkjEyKePEMEqFcQLDxDOIC2wqPjiXvayD9RIEoesczUHtmVghtULqDMaZGOnsRTsN7XEW1ruwKDeRzraMVBc25Vpiwbb6jS9ML4PBmCFrrEVndd2kbGSGtVRYSz2jxDFIPFm0Je+hdMLUGvJEMJLgyansmJmsMZOdeOB1EkvcwlwQwZAEh1PGjPwaG4w4kWaczA0bmWctdQyNJzXBlhp7nVlhUgt7RkhrMHWOuHjQt4RmNM7UoYGGq8O5o+1Zo02mULMSyqVkcS9hY2d9GwsBzQHjNuiyIUM2k4yN1LCeCeupZ5R4BokLojAGLfesITMCJJTVgIlfZ09GGMnmSrObg+aTWDq65tdYlyGbacpaKq0oLKxgasHaMVNZYyIjCmk6njaE+ScyYNCIyyTnZGa4IYf11DFKPEm0z9Y2rZAbQ1oJUktbyu3EBdts7NPZzjZ9/4zE1bPH3/qt38J7z/Oe9zy+/uu//mpPR1FWjiOLwtOnTzMcDvmn//Sf8su//MtYu/wQ5obf+Z3f2fez7/qu7zr/Ga4g/eYy7UG/8diJJJbehOYXIUM48mPW/Zg1yUI2IxXWU2GcesbRgR3Gj0wcifHxlMKQJax9yA7ObPiY1IZJIuS1kNVCWhvECs32hzbaiQsRTxeyEQ4Hse1+GKFpfw+rusgp1yLRviSUZZvY5CWJXUY7QThmXQZsJCmbqWEzFzYzz3pqg1BLLJlxbTV1YRMmNmFQhaYTzicUbsDEj5nIiKlkNAd4zzmc0jicY9b8iI0k40RmuDH3nMwt66lllNg2K9nY67RO2E0MeWJITGwfVYNzo9hZ0YYjZiQcNRPOSYx2iutlC9UmlUvJsr2EZl82fhCDmesM2EgyNjPDiUw4kTs2UstaahkkjlRCKKO0ht06JZME7w0zl7FrRwxkLR4zsVA+KgmpyRkwZsyQzSTlZG5YT0OA1AGzWjBiqHzOnh+zOycw2wthxJDKILwvMGQzTbghh5sGjs2sZhztE4hracJunZAbE/cCJ/g6xzmPxWIldveWEhftM5yRaOLewn62cHXWzTzPec1rXsOnPvWpqz0VRVlJjiwKf/RHf5R3v/vd/NAP/RCvetWrePWrX33o44ui4E//9E/59m//9oue5Oqw2FwmdkZsD6YPG/SbLqNhD2GXIVxPUjYyYT0TNlLPeuaiA1szSmoGqSU3ltQ4JCo86wy1M5Q2YWrT6GimDGoTN88350tlYMH5EOm0NM6mjYuapT1EGBOzhaLZQuUaYH/H0e7MtObQ+GBXbQbDhz2E6yZkL07kwsnccTKzbOYV62nFKK3JE4uIx3uhsCm7VUZucoSU2idMXcJuHWw1kTxkCudmJrHEbcjIj1mTAZuZ4WTuuXFguTGv2MxLxmlFloRAnHWGmU2ZVCnDKiMzKUncS+hJcHWGdUMqqbCUWKlax9OLJQRrTC8r0Q/cKMqFsixL2DuDs+3eGewhVLcMWYsZwpM53JBbbsgtJ7KS9aximNYkxuG8UNqEcTkgkRzrUybWsG1zcoY92+ps3cRgy9CPWO/Z1WYasvzOwyQJorVwCTtVz04xc69Loo0OfagaOJHDjQPHzYOSGwY9+4wlqZMqY1TlZBLOWgTBklBXOZUfUUk4SsaacLaokSaTH89IbMoPVkgQAjzxxBP82q/9Gnme8zf/5t+82tNRlJXjyKLw67/+69t0/ote9CLuvffeQx//3d/93bzkJS/hOc95zsXNcCVY2GckXSYjLKhmIZsxbJvKjPywzRBuZMJGJpzIHJuZZTOr2cgr1rOKUVoyykrytCaNjiwI1gm1TSmqjGmVsVfnDMuM3GSkkmKkOcDC4EmxdoD1NgjCeNh9m4XA4n0CTSZirgwGVi3qqVxL9MVPDLa0+3SbDMaAjBEDhoz8gDWTsZ4aNrMgCG/Ma24clJzIC9YHBeOsIM9qjDicNxRVxrgYkhmH98O4v9CwXecMGJE2jmu/iYU0DueAoR+wliRsZHBDHhzOm4ZTTgynjPNguwC1NcyqnEk5YFgOyMwgltglWG+ofUrlPaUfRuezpI7Op5MK8bF5VZuV6GcL1T6Vi2HBzqTb/tCsYakMGBC6jI4lYz1Jgo1lwcZuGhScHM7YGMwYZiVpYvFemFU5w1mNiKd0wk6dslamDF0j5HoBl8auwkisJQmbGZzMHCfzmmFisV4Y1gnep0xrYVxnDIiH28cKnaYU1UQbHfkB62nCicxzY15xajTjxuGEtcGMLK3xXqjqNNhmMSKR0MjE+ZTKGSqXUNY5hR9SyohKChIpsFIhUkfblDjq6tnlD//wD1/tKSjKSnNkUbi7u8v999/PF77wBW655Ra+9Vu/9fALp+mcIPzgBz/IN3zDN1z4TFeCJjvYy2SIQUjbRTWVnCyelzbwg9hUJpaMRkF4MreczCtO5CWbg7C4jgYzhoOCPK9IkhpjwnLjbEJdpRRlzqwYMC6GDJLg2Ia9hxkeg/OC9Uk4usINwjH3UlHHMhgnNc6Hxd97G8tv+vuWFOVaoAm4SLStrnlTcFZDNmAkOeMkCTYVyzhvjCLthtEe6+Mp4+GUbFBixOOcoShyRpMxiTjquL9wu0oZm5SBG/QyEP0gUAj4ZAwZMojOq+eGvOKm4YxTa7ucWNtlPJqS5lVoNFMnzIoBk+mIfLqGER9b9gu1N1ROKF1CYQeUjChlRk2OlQInaQjieMt+oax2qlwietn4sJ4l4TzduH4N/JAROWvRxjYzz8koCG8eT7hhvMfGeI/BcEaa2ta+BnsVADObsFUlrKUJw3JAKoNoz01pdsgUhgx8znpigl0NKm7MC4ZpjfOG3SrDemE3CsyBHe4XmI0oZBhEbAoncxfnustNG9uMx1OyrAqisMyYTEdkkxAw8oQtGoVLKGJX0pkbUsiIgim15CRS4trtIv223sffLuu65r3vfS//83/+z/YA+V/5lV+5yrNSlNXkyKLwB37gB3jNa17D13zN1/DII49w55138s53vvPIA+3s7FzQBFcHWfg6lt5I0ssUhj1PKTl5PHZiZBLGiWE9DSWjm1kQhDcMZpwcTjkxmrA+njBamzAYzciGJSarMInDe8HbhLrIKKcDiumIwd6YLKljiWmYi/NpzEAIlUuofEbpcyoZUFFgZRAjneEcw1YYQiwh1S6HytXioJK24LSafgaDnNwPGfqcUZIwTkPDi2BTJTcOp9y0tsvJjW3WN3YZrk9IhyUmsbg6oZoOGWyXiEBpE/bqjDNlwigxDFxOKjlG0n1zMpKSkjOUlLUUNjPHyUHJjeNdbjqxxcaJbYbre6TDEgBXpYwmQ4a7ayHrTyhfrZyhtFm7N3jmMmY+p5BhONhesnhOXHhP8UhszHH8HU/lytHtiaddwzo7y8kYhGOTJI1rV8/GRlNuXNvhhhPbrG3uMFibkuQ1zgrVdEh2psY6w16V82SRMU5SBgTb3SfkSMl6dnUit9wQxxilJdYbMjOkcoatKtj7wOYkzZ7CeJ2mGVTuBwxNynoGJ7OKG0dTbtrY5oabzjDa2CUZVOCFepYz2FkjTcMaWDvT7tmf2rAXeOoycj8gkwGVZJjGLr3pnZG4Gnb5kz/5k3zjN34jjzzyCL/4i7/Is5/97Ks9JUVZWY4sCr33vPzlL2c4HPKVX/mVvPe97z308adPn+b3f//3OX36NF/5lV/JP/gH/+CiJ3s8WdKivpfJoHVc46JKFhfVcA7h0CShy2jcQ7iZ1ZzIS04Op9ywtsfm+g7jzV2GG3vk6xOScYEZ1IgJ55X5OsFNcwaTIYOdMWlWkfT2SVkvVF4oY2fSIgkRz4HPKP2AUgZU8Qw2E7MQ4us2Shz2GPZfm5aQKleDxaBL1ya/EYUZA3JyBpIyMqEt/nrq2EhrTuYlJ4cTTq7vcOKGLcY3bJOf2CUZF0ji8NZQ745I8grnDNMyZ7scsp5mjJOEQRUd13bvXwz8iCGRlNznDE3COIWNzHJyMOPk2i6bN5xl/eaz5Cd3MMMqNHkqU/KdEemgREwoXa1swswmoVFU7Eo6tIaBzcjISQnObjjHsMnexKZQbTmr2qVyocj+z02DGZqgZgh+ZHRrVwi8hHXr5KDk5GiPk5vbbN54htFN22QbE2RQgTXUu0OMcVRVys5sxOZ0xFqaMpSUlGyuNLsRo6nPGSYJaylsZHWwq/Eeo7zAOUNqLIVN2WgFZtoTmN16ZSQjI5xJuJ46NvOSk+M9TpzcYuPUafIbdjCjEpxgJwPSUYExDusMVZ0yrTN264TdWthLhYFNyH3Yx5xEUWgkwYnpSkhXxC5/9Ed/lGc84xl80zd9Ez/+4z/OP/yH/1CryhTlKnFkUfgjP/Ij/MAP/AAAIsIdd9xx6OPvuusu/tE/+kf87u/+Ll/xFV/BHXfccV6ZxZWltzm/3fcUF9W2fNTl5GQM4jmE44QgClPLRl6xOZhxYjRhc32HjRu2GN6wQ35il/TEFFlzyNBAEss7qxo/nZHsTEmGBSazGOPBC86ZmH0wFNYws0EYzqxh5hNmPhxsn5JTS4ptHM52P4bEbqRaQqpcK5he6Wjcr0sItqTkZD7t7Cr1jFPHRhZsanNtj40T26zddJbBqbOkN86Q9WhLdYXZKpHUYquUE9Mhm5Mx69mQYZKQSxIc17ny0SBOQ0YjY2AM48SH8YZTNjd3WLvpLMOnnia5sUTWotNbzEi2Ckwe9hjaOqWsouNZpYyTmJ00hoFLyaLzaWLTC4nOuvfC/qCUolwKuu6jEtcFiXaW+xB4GSbCKIG11LGR1WwOpsHGTm4zPnWW/KlbJCccDA1Yi9kqQWBjNmBzd5313Q3GSc5ADKnPe/sAw/ih5DNjaExnx8MJm2u7jIYzrEsQ45lUA9ZnQ0ZJSi4piU/jtdorYSTI2aER1lLL5qBgc32X9ZvOMnzqGZKbC2ScgIdkbzcEcIC6DlszdssB21UIEA0TE95jYsDGkLbrvMT3p+7YmuPPM57xDADG4zH33nsv/+pf/SsVhYpylTiyKPy6r/s6fuu3fuvIF97c3ORlL3sZf/AHf8C3fuu38od/+IcXNMHVoHc2Ye/7kEmI5TekJIQFKyMlIyEXw8AIwyQcO7GW1qxnFRuDGevjScgQ3rDD4KYt0ptmyMkM1jfxoxGkWdi3UJbIZI90bYoZ7CDG451g64SqTpnVGdM6Y1KnjJJ4VEUiZC4h8yFCawiCNZxFZRAfRK1fKJPTLqTK1WFJFqMpa2sOrieIp5yUXEx0WB1rqWUtq1gfTFlf22N8cofBzVukTy2Qm9fwG5vBlqoSMz5LZvYYTQes7ayzvl0wTmw4hFsMiQ+ZuuXloykDI4xSz1pasTGasLa5y+CmbZKn1sjNJ/DrG0HQzqaY0TZZssuwTqiLnNlswHoxZK0YME4zhokwMEKGIfMZiaTxtRoMSdi/tM8+QTP5ysXTlY42GenQzCltAy+ZSdq1a5xa1rOS9eGM9Y09Rjdskz9lm+SpBm68IaxXdYUZb5O7XUY726yfPsl6VjJKx+EswDplrmNoLPkMwRZhlIQxNkZT1jd2GYxnOBsevz4dMU5rhlFgJjF4M7c/kSTYaCJhvnnB2sYuw5u2SZ5aIU89iV9bB++RnW3SdJdBvcV4OmB9MmJ9Oma9GDBOU4bGkBshswlpL2ATMp3xrMVexnPV1s0f+7Efu9pTUJSV5cii8Hz55m/+Zn7wB3+Q7/u+7+NP/uRPuPPOOy/XUNcxh0cDpT283rTOXBCGCZmEhSU3MEhgmDhGSR26jA5mjNYmoWT0xG4QhDcP8TfeiNs4iRtt4NMc8R4pp5i9LczgNMZskbk9XJViy4wiNp4ZlxXDNGNYhwxKbiATIcWQ+lAW1ApCMd3C1n+Zq7WuKdcivf2EnTBs7CoLbp+Ew7FzAwPjGSWWcVYxHs4YrU1DyeiNBXJqDXfqadjNGyEdINUMkw8w9RfJtncZPjFhPCgYpTWDxAdR6NJeJqCbk4mj50YYmjDeaDRjsBlt99Qm9im34NZvCCV5s12S/MsY9zjZdI/B7ojR7hrjvTI6t5Y8ScgMZMaQ2iSGkTIMCd3ZpxLOE9V9hcolYfE4pSaoOR/YTEnIJAQXB4ljlDhGWcV4MGO4tkd+cpfkJo9/ys3Ym56KH21CXYZ7fvY58if2GK9NGWdVOHvXBMnWZfe6apuEYAej1EW7mjJcn5CvT/G1wdmE8U7BOK0YJJ5UDIlLegHasA4bEjJJGBjCe8Jgxmh9j/SGKXJqA/vUZ+DWbgBvSUanMTxGOt1lsL3HaGvKeCe8FwwTR554ciOkEv4iCWkvW9h0HY0l7nNBGrVRRVEuL+ctCv/wD/8Qay3f/M3ffOjjXvnKV/LKV77ygie2mvQ2mDelME2ZG/OLaoohNUJmwkG8w8QxSC2jrGI4KBiMZuTrk1AyejLD33gj9qanYTdO4UY34NMh4h1S7mKGT5ImKcZ7THmGdDIhnwwZ7s4Y5gXDdMgwsQyMJzeQipDFBS0su+GzaRe1/p6lZoHTxUy5FlhwVps9uyHcEuxKhMx4BolnkFiGacVwUJKvTck2J5iTCe7Gm6lvegZ282n4dIxUu6QmRWZTktNPMlibMhwUQaAZT2qExJq5srRmPhKtJzUwSBzDrGIwnJFtTDEn0zDWzbfi1p4CJkGmZ8AkJGVJsvMk+dkpg7MzhnnJMK0ZJI6B8UEQxuBN4pNwvEyvbDaUdjd/E0W5lPTPBjVNvrBdKcIaEtau1saGBfn6lOTEDG5Yw970NOqbnoUf3QB1Ee793W3SzV3y0YxhVpEbRyZhBZo/WxBEDClNkMcxzEoGozBGtrGHrxPyKgvrZVqTG08mQhIDnHOZdElIaN4XLMNBSbY2w5z08b3gVtzaU8HX+GxEWpeY7QnZ5oTBuFlHa3Ljwhoa19HENY3kmveGxe7Ex58Pf/jDvP/97+fv//2/j/eeP/iDP+CXf/mXr/a0FGUlOW9R+N//+38/kihULpRYOhK/Di6saf8THz4nIiTSLC6eTBy5seRpRZ5XZMMyNMFYc7C+ids4id04hd18JjK8CZOMwFtctYNPcsTVSDFF1vdI1krSUUE2KMmzijyxZMaRxmMqUhPGTkRIfJPF7BzOfa9nxRY55Xqg6e5rWvsSL5jGriTYVbCpmiwvyYYFZlzBxgZu40bs5i2w8SxMMsLXu1hbkew8iaydJhkVZFkZbceTiLRBk33loxgSMWQCmXHkSU0+KDHjEtZH2M2bcBvPgPHTEZPgsg2srTC7ZzHrWyTjvq3WwVbFkwokPZdc2u9AbVK5/EibGW8Dmz6GEEVIDGTGk/VsLB0VmDWP39jEbp7Cb96KDG7C19NgXxtfxKxth/s9qUmNJxEOsK1gV2ljV2lNPihIhwXJuMDXCdmkIM/32+liY6omLJs018oq0lGBrOfUmzfjNp6BjG/Be4fFYCbbmI0nMOOCbFCQZ+Fw+8z4aJvBGpMoldssYa+aYVXCqJ/+9Kf50pe+xKc//WkAXvGKV1zlGSnK6nLZykcbjppZVObpN/UOnxr3MS4fAkYgER8+jCc1jjSx4RzCrApdRocGPxrhRhu40Q3I8CaS/GaSZIT3FmsGWFfhRtu48VmS4QAZlpi8IsnCQfdpYknFRSEYxjVCr9ilvyB3mRjve/Pvv5aVWe6Ua5u+lUXbEmnv82BTntRY0rTG5DUy9PhhsCdGnS1ZM8SOzuKG66SDlCSvSVNLYlx0WvtnkO6fQ9hbGO05sZisxuQWPxziRidgeBPZ4GZEEioMbvgkfrQGwwzJa5KsJklqkigIEzNvp3Pj78tWKsplQHoCTbpsoYjMrV2NjSVpuO9lYHDDMX54EhncTJbfhE2m2OEZ/GgNMxSSPHTJTiWIwq5CpR2xW53ER5uwmNRi8gozqPDGBTtr1zePmSsx765F770hNS7MdVDjhzl+tIEMbyLNb8ZjqesJbrSOHw4w+RST1WGuxrXrqBFpx+pEaLfWr9IS+T3f8z28+MUv5iMf+QgAX/ziF6/yjBRldTlvUfjSl74Ua+2RH6+ZxaOx6CoGTPvz/ud5+RXWEAOIeEQ8xnhM4hDjQmfENIM0x6dDTDIiSYYkyRDvHd7XuHSET4f4JIM0JWw7cvEjXrP96NzYbj792YQ9GKvUPU253liUZZ0wa+xJJBY+R3sS46M9CaQpPh1AtKNgSxabDPFpHtL30XaM+Hid/giLs+ksKAi5MCaJD/aYDpBkTJIMEUmwyRCbjuJYCZKEoylMfzyirQpz2YdlY6+Q/6lcRQ5ew4J9GeOQxEFq8GmGT4ckcb0Cwj2fZJBIuN/jmtRcffmYRDuI62IzRuLAC5K48DPpTgdcdq1GcDZjigT7JknwrX3GQGtcT0lSSH0co3kec2Mtru+ryk//9E/zpje9iTS97HkKRVEO4bwt8OUvf/nlmMfK4/FLFoZ+37GuN+AyJ677WXDyvI97+byLHx7xDryNYtDh269t2F/ofTimwhPb1XcX9kjzq4Xx+rPxvU/qairHgGgS3fcevIu25OZsqW9rIEtN47zH9B6cBYKtgoTP3sa5+DYA4w9/Y1CUa4QlN2Vzz3tpbWzevvr3fHhcWOfOPVLzmPBUCWtb/6O37h58uWb9lYU10Md52rk1VZr3gWaui+8jRxhxVfj85z/PzTffzNraGk9/+tOv9nQUZaW57GGZ880sKh2+JwF9/K+Rhd6D82DjZ+cF6wzWCc4m+DrBVwaqKhw7UU6RchdX7WDNAO9rvHe4ehuqXaTcQ8oZlBVUgrcJrk7iNQ3WCw6JY7E4mwX56nStU65h5tVa+M/hwp3b3uPOS7jvfehS6OoEKqI9TaDawdY7ITtQ70C1gylnUNnQ2TDajmsc2AU7mZ8BOMB6wcbxfGXCWNUUV25TpxuIpLh6Byl3kXIazhmtDa5O5sYLcye+Ho8TH1/d/levKFcCjwv3uu/bGPF+NTgXbMxXDimLuF5tU5sMZ6dQ7iLVDF/5YI/O4OiOUjnYtqQbw5q4NoY10tUJzprwOy+H26j3cb6mXWOlqpFygqt2qNMdvK+h2saUE6SqcJV0c/XS+wjWeNj7wqrwm7/5mzztaU/jgQceaH/2z//5P7+KM1KU1eW8N5e85z3v4f/8n/9zZKH38pe/XLuQXgD9vGCzIHkcThw2Lq99x7X2Qu0MlU2pq5S6zHCzHD/1yGQvHDux9yQy+RJ2+hj17DHq2Rdw0y9i9r5Msnca2duG6Qw3TbCznLrKqOuUyibUUXDavhjF48Q1s2mda+g7m4vpktVd/JRri8auiPetx+O8x3qoPZ1N1QlVlWKLHDdLkEk4xkX2vtzaUrCjx5HJNn5isUVGVaVUzlB7wfpOdi4GUDyuG9cJtU2wZYabpXGs0zD5EvU02CyTxzCTJzF7OzCpcLMMW2ZUdUrtEmpvqKONhnF9b9yYdVE7VC43vhfU9M1d2KxftOtW5UxYY6oUV2Qw9chkl2RyGqZfpJ49hp1+ETN5HLO3g59CXWTduuTBsXhPx3ve+2DLzlDX0a6KsDa6Wd7aTWU7m+mvY921ggVZT3hsnWJnGeyVmL2zwT5nj2FnX0T2voyZbMFkip+FMes6pXIJlRPqVgz33xPi/D1xrV8d+/wX/+JfkCRJ+5FlGe94xzt4/PHHr/bUFGXlOHKm8DOf+QyPPfYYr3jFK/jkJz/JBz7wAay1vPnNb76c81tBYukMPlagRUcO1/5ncdRxsas8VE4onaG0CWWVUZQ55XTAYG9IsjONB9OfJk1SxNW40XbvSIo9kr3TJGefQLa38NsWu7tONRlSzgYUVU5pU0prKJ1QOaGKzqb1QaSGGdmes9nPIaoDqlxL9GvJOkfV4bAx4GK9D2LQCYVLKOqMssippgPszgCzPcNsPUk6GGFthc9GmHKP9OxjmLNnsLsS7KccUNrGEXRLHNdmRo4aR+2gdIaiDmeE2r0Bfnub5OwT+MEatp6BGMxsm+Tsl5Cts7htT703pJwNKcucwiaUce61i84njZ12zqfvOeyKcnloApq99UsszvfWLyeULqGoMspiQDUZYndS0q1wj/skxY22MHVBcuYL4Z7fSahmA8o6o2xEVl9Y9Ua30a6KaFflLIwhicPVCdVkSFHkFDYEcEIQxS6IsvAuYfHUDipnKMqMejLAbZ8J9jl6FFtPwVmSnS9jzj6B3y6odzcoJ2EdLeoYJIpztt5j4/rZ/I1Wdb18+OGH+Uf/6B8B8B/+w3/gpS99KW984xt53/ved5VnpiirxZFF4U033cR3fMd38PznP580Tfnn//yf8+xnP/ucz/uN3/gN/tbf+lv87b/9ty9qoseTuPdo7vtehs37bk8FDkeNpcaKpcZROR8dV2FmDVObMqkyZsWAYjpisDsm2Sowgx2M2cI4jxRT3OgsPs2iKCyQve0gCJ+cYM/mVNtrFHsjZtMh0yJnWmXMbELhgjCsnadyPjiycU5tttB3mYh2YT3Xxg9FuRJ4j4+NWLr/HM5bnFgsNbW3VC6jdFBYw8wmTOtoU3tjhttrJGcKktFpEhFkNsFneTi8/syT+Cd3sWdHFLtjpkXOzKYUDmrvsRIDJ3178E32xFI6T2FNsLfpgHJnjfzMDsn6aVKTYKY78fD6vTDW6T3s2SHlzlqw1SoPc20CON5T+SA4bbRW53vCsH2/WU1HVLlMeA8S762Y9XLexvXLhhXDeUoHpRNmNmFWZ0xnA4q9EcOtMcnpLczwS6TO4UankbrCnH0S/+SEavsks8mIaZVRWkPlPBYbAx3QrKPOW2qxVN5TWhPsYzZktDsGH8o6i8mIWTFgVqdRYAZb7Gc58fFauHa+02JAuTvGnU1Jn3ySJMuCfTqL2TmLPHEae8ZQ7YwppqPee4GhdFA5ol3aNtQ7H1Rl4evjzdbWFl//9V+P955/+2//LS960Yu49dZbr/a0FGXlOLIo3NjY4Pbbb+fee+9ld3eXH//xH+dtb3vbOZ/3xS9+kT/8wz/k4x//OMYYvu/7vu+iJrw6NFm2prysxkkQYDU1lbeU3lFYobBRFNYJkzpnrxgy2BuTZhUms4jxpG6PpDyD7O2RDAehq6H3YQ/hdBYyhGdzyic3mW2tM91ZY286YlIOmNQZU5sws0JhoXDB2ayosXFOzoeProzU73s1inItEHcZha+8xVNTU1JLTe0dlXeU1jBzEmyqytidjVjbGzPYWicZFUi6g6kfJ9nbC7ZUlbA1wT6RUJzZYLo7Zq8YMqlTCiuUrhFmbt9cnLdUYikdTK0wqTIm0xGzrXUGT64hw22M+yLJ+nZoJzor4OwU+0QWxtpeY28yYq8YMKlTpjYJY9ooCqWmpsJR43tZif3dL9RGlYuhCXJ2AQdPk5EPa5iVOgo1R2k9MxtsbK/K2JuNmOysMTyzQTKekabbmKrEDIdQ17A1oX4ipTi7wWQyZq/KmVqhcuEe99jeTHzMwFtKC1Nr2KtyJtMRo921sM/PGiY9O51ZofQOK/Vcxq7JE9bUFM4zqVP2yiGTnTXWTq9jNs5g/GOwdjbY0+4E90RN9eQJplsb7O2Nw+OrlGlt4vuBnbdNb7ugar9aqP279j8fL/7qr/6KO++8k+///u9HRLjrrrv4r//1v/I93/M9V3tqirJynFejmRtuuIH3vOc9vPjFL2Zvb+9Iz3n961/Pv/t3/y7UyWvG6AC6HYRhSXWE4yiaze0W5y3W19RSUkkVRKFzlM4ER7I27CYpwzJjkAzJknA2kjEe74RBlZJOJiRrJTIsIYkDVhL2EO6uU22PmW1tsLe1wc7eOjuzEdvlgN0qZa9OmNTCzELpPKW3VFJTUWEbh7OXJWw7yB3ThUy5nugsa36fbhBIzjtcdM5KKgqXM3OeaS3s1Qm7VcZOMWS8u0aelySpBS9kxS5mewdSD5VgdzLKJzeZnD4R7KccsFcnwWa8pZYqdCmdswkX8+0VhXNMbcJunbEzG7G7vUH+5BRJHFk5QUZnQ0l5IdidAeXpDaanT7CzvcHOZC2MV6VMamFqoXCO0ltKqUJ+xsdMYdMptZeJWCyXU5RLQyMIbbzPS0oqSiyFS4NYs4adKmenGLK+t87gTIHJaob+LMmkQAZTsMG+ii+fZO/MJjuTMbtVxtQKhQ9XnruHvcf5sD4VzjGxht0qY3s6Ik8rqjLDOcPuZMxOMWSvTplGO7W+isHN9mI4LCU1hYVJbdgpBuzsrrP25EmSQUVW7yKjAjy4vZTq9CbTJ06GtXQ6ZqccsFunTKxhZj2F85TUVFK266frB2vakY+/Lb7//e/nzJkzPOtZzwLgwQcf1EYzinKVOC9R+HM/93P85//8n3n3u9/ND//wDx/pOc961rN4/vOfj/eel7zkJRc0yZXC+1hR2pW3Bce1bp3HipJSKgofMniD2jNJhEFtyE1GZjypuHB2sBds3GCfT4akowKTV4hx4dgKG5rKVJMhxd6I6c4aO7vrbE3WOBtF4U6dslcH8Tm1npl1FHF5rwmLmo3za+ZLmxFZVgJz/Bc65VqjJwx93KcrLjpjNTa4j9GuLDObMLEJe7Vhp84YFwOG6Rrpdo0Yh7OGwSwnGRWYxOJsQr03Ynp2g+2zm2ztrbFdDNitTXA2sdRUIVPX7zsYbbuSisI7JnXCTpVydjZiY2eDPC8BwljDEgRcmYaxttbZOXuC7d11tmYjtsuc3Tphrw52Wrhgp5WE1xYCN/1sfpOVUHtULhWNncUjJSQe04DF+ZpaKmopKVzNzGYx8GLYqVK2iyHjvTWytMIkDm8N2d4Ek9dgDdXekL0nT7K9vcnWdMRuDIAU3lJT4ny9IKgslVTMnGOvTtgpM7ZmIzLjKKogCneKEVvFgN0qCYEUH9bYsIY11/E4X1FJxdQ5dmvDTjlga2+NtTMnSFLLsMwwwxKcUE8HFNvr7J4+wdbOBlvTcWubk8Y2Y7CmWT+bvxG+qw5aFbu88847+dSnPsXHP/5xXvjCF7biUFGUK8+RReG73vUujDG8+MUv5lu+5VvOa5D/+3//L894xjN4z3vew1133XXekzzeLNtXGA7WbRYHL3E/hq+wUlJRUEhB7jNmLmFihbwWMjGkkpKIR2QUiuScUNUpRTFguDsjG5QkWXBsAVydUFdhA/5sOmRvOmJnNuLsbMTZYshWlbJTJezWwl7tmVrHzNcUUlJKkIbWV135qI9nqrXlr/OHVyjK1SKUjYavmmYrQZRVWB+c1VJKCl8xc2nMvgujMmFgBmTGYSScFVhXGaPJkGxYRpGYUE4H7O2ucWZ7kzPTMWfLnN3KMLGOGRW1L3Hezs0o7H2qKaVg5mr26oztKuFsMWR9b400qXHOMJwMSfMKEY+tUorpkOnemO29dU5P1jlTDNmqwnODKHTMouNZUmB7dur9YkOL412eplwJunVszs7iPt6m0sVSUlJQSMnM5zGDZ9hOEsZlTj4dk8S1qS6zsC8+q/HOUE4H7GxvcGZngzPFiK0qZc/CzIcMZL+rbpOdrCmZetuzqwGJeIZVhvOGnTJnq8zZrg2T2lPEypdQitrtiww2WjJzlt064WyZcWayxnirRPBU0wFpXuGBusiZ7I7Z2dngzO46Z2YjtsosrqO0a2gpMWfqy3btnO98ujp2+Yu/+IvceOONvPSlL+Wuu+7i13/916/2lBRlJTmyKHz961+P954Pf/jDfOhDH0JE+N7v/d4DH//MZz6TV7ziFTz3uc/lhS98IX/4h3/Ic57znEsy6ePJvDgMy4BDsLHMLURarS+ppaCkYCYZmU9IrZDVQiKCEYNIBoSjKipnmNUZ42LIMC/Is4o0CfsM8WBdaK9dVDnTImdSDtiOH1tVylaZsl0ZdmuY1J6pq5lSUUhBRUFN0VvU+gcNNwvqVfljKkpkIejiPV6aTLbFx2BGZ1czZjJg4lIG1jCoEwbGkJmURIYgwWaKMmM8HZJlFcY4nDMU5YDd6YjTkzVOz2JApRYm1lJEYbZYPupxQZBSMqNizw7Zrgxny4zRdIyIp7Yp4+mILK0AsDZhVubszUZsz0acmQ05U+RslWG8vdozsZaJL5mZGRWzKEgbUVjTHA7eZfQV5RISxWA4AmXezioJQc2pG7BnE4a1MKwMgyQjlSEi4ailoswZ7o1JU4tz4fudyRpPTtY4U+RsV4a92lFQBttiPuASykcLZr5irx6wVSWMyhwQhkmG88JunXG2zNithImtw7X8fKawaVpTMWPqanbrYGunZ0MGOxs4J8xmI7KswnuhqlImsxFb0zGnp6Ngm1XKTiXs1Y6Jq5lJSSmzkMFv7dLG0u7VC6BubGwwGo04deoUjz322NWejqKsLOdVPioivPSlL2UymfDSl76U3d1d1tfXlz72/e9/P+985ztZX1/nySefBOD7v//7L37Gx5qQUxPvQUK2sOlNKHGvQ+1LjMxIyEglI/UpiTOktUEwCILH4HxK5YUydk8clxXDdEie2CAKJSw6Np4RVdqUaZUxqTN2q5SdOmW7StipDNsV7FaOPWeZ+IqZzCiYBTfWF70MhO2Vxy12Uuteo6Jcefr7CpkvIY0Bl9oXlDJlJgNyn5HblKwSUjEkJgnOKuHMs1mdMSqG5GmNER9EYZ2yWw44Uwx5ssw5Wxp2K8/U1xQyo3bl/rIwHxrnV8yYUrBXj9mpUs6UKbkZAlDalPEs7BMWgTp2a5xUWQjelBlnypStStiufHQ8K2ZSUDClYtYGbnqnnLZ/Fz9np2qfysWw0DmzLSF17fpVyYyCKTMZMnEpw9qQG0NmEhLJ8YTzQadVznAagpjOC0Ud9vY+MRtyuszYqWBiLbMY9GibtDQz8DWVnzGLdrVdpQyTFOclfoa9OuFsZdipYM/17HSufDSWeFMypWS3HnG2MqwVOZlZw3rDpBiSpTW+WXOrnK0iBGtOlxlnS2Gn8uxZx9TXcQ2dYvvr59y66VbGLt/3vvfx2te+lre//e3843/8j/mxH/uxqz0lRVlZzksUNnzkIx/hFa94Bb/wC7/AT//0Ty99zNd8zdfwb//tv+WBBx7gAx/4AP/4H//ji5ro8abvsHYNMZpFQuJ+DHEGS0ItCaWkGFKMMRhnMFaADDDxQPvQlr6whkmdMEwzhoklM45UHEZCkY+NB3SXTft9m7BXh71Uu7WwWwdBuGste65iIjNmMqVkQu1ncVELWYimcUdwdJvPWjqqXCs0QReHl1ie7W3o6rvgsE4lI/MpqRWSSjAieJ9gvVBaw16VMkoH5CYEWLwXCpuwV2ecrVJOF0Gk7dQ1E4rWAVyWKXS+Cs6rzJj4iu0qYZAYEsmwHmY2jJWZ4DBabyhswqRO2a1C8Garkuh4WnZdxYQy2uks2mmJbbMRcb/XnEBV+1QuNWEdkNhkRpqMvJ9RyJSpDMlcSm4NaZWRiABpW+EyqVKGqSWRsP+9cAk7VcaZIuNsadiqPHsxSGldCf1MoQ/B1NoXTM2MXRfsKjOG2gsD43E+dPvdKoWd2jKhpGCK81W8VmcbjcCcUrBbW7bKlFGSIhLOLezsk3D8hU3ZqTK2yiA6w3uBZc/219Ap9b6gamOXV/Zf6mpy9uxZHnjgAcqy5NZbb2V7e/tqT0lRVpbzPrz+xS9+MS984Qt5+9vfznA4PPDxn/jEJ3jkkUd4+OGHqaqK17/+9XziE5+4JJM+3vSzhV07b6hxYsL+J5dQm0YYGkQkHAtlwZNifULtm6MqhFFiGNYJA+NJjSMRgij0UXI6CQLSGWZW4mb4WIZWe/ZcEIR7MmUqUwqmMUsYFuPuOIqmLfhBWUJFuRosC7p0wsj7GucqLAUVKYnJmElGQoJxgqkFSHBeqL2hsBkTmzCoHJnxIVPogw1N64Tt2nC2FLZKFwVacACta7qPzs/N+ZraFcySPfbYYKfOyEvBYLA+nBE6TLK2eVSwVxM6N8bgzU7l2WmCN75kIpNop5PgeLoK147fZCEW9y4pysWwsK8wNk3z/VJtV1FLQSUzZkxIJSV1CaYWRNIYqEworbCbJgyNIzGdfe3VCVuV4UwBO5Vlj1mwLT+/pxDAe0vtS2ZM2KNgu85IJKF2QmYED8wsbFeOHVt3durLXiadsKeQmtrPmJoJu36DrSohNwZIKZ1hFO0ToPKGWbTNnUpiBt+xa2v2KJlKzy59GeySxdLR1Qmmfu/3fi/f8i3fwh//8R/zvve9j9/8zd/km7/5m6/2tBRlJblsh9d/53d+J095ylN49atfzU/8xE9oR6kjszxbSNyXYTHgDeJjuajQbply3mPtgNp7KpdQJEEUDhNhkAi5gUR8FIXRNfZgPVSNMLRhoZza0FRm6momPkQ3pzJlxh4Fe1R+GrMPnbN5cAZCsxHKtULfcW2cVYOjwvoE4wtKn2AkxYgJQRcnuDrD+iTs0bXCqBZyk5AZj0i43SsXjmzZrYMTuG1rdpkxlQmVn4VsOvMlbiELYbG+pGTKnkwYupy0CkK09qHr78AY0mjrjb2G9vjCxHp2a8eerdn1JXsyYSYTCvaoXQjchH1SvX1LMRuxCi3vlStN1+xFkF7TtJCRN66klhmFpCSSkpAgTpAKnE+pXci6D2vDIAnrlYv3/MQKOxWcrSw7rmJiJpR+0h4j0c2gsauCkgl7TBnaHMOAyhkyE2ZZWM+utexGwVf5mClc2FMYBGZBEa+1XYftGx7TBl4TE1567QnnL1pht/bsVo4dW7HjCyYyYRakYQzWlEuyhIvn/B5vG33xi1/MV37lV/LGN76R97znPWRZdrWnpCgry2U7vP4v/uIveOKJJ/jYxz7GO97xDh599FHe+c53XpJJH0/6DTEWs4UWREKpGxXihBoBEx8enUUnDusttRtQ+YzCJQytIY+CMBUhNYKRbiTn44LroXbx/CQXjp2Y+dBUZhbLXYqw64nST6KzWeB82Wtzv9Bu/5gvZsr1xGIWw4WD4H24bx2C+Io6BlxKSYJD2wRPnMf6jMonzKxh2ARZjIQQTnQGC+uZ2JAV2HYFu2aPGbvUru9s9oIk8dxA60tKP2Equ+xIjrGCJ6dyCVMr5EZI2uBPN9bMOqbWMfF1myGcyC4zdin9tC0d9b53eH2bJVzMRqi9KhfLYmMnhxcDWBwGfBWDK1PEGERCpQsAboStoXIJMycMTcjoNQHMysHMeia1Y9tW7MqUaQxQOrfftjwO63p2RY5YofIpqQjeQ+kde75kVybRTmex6qVf4h0FpispzB57ssfADUhqwRPeDwZJZ5+1h9LGudrQWGbXF+zKHhPZCbbp4hrarJ++O45ilbKEAL/+67/OH/3RH/F7v/d7vP/97+cbv/EbedWrXnW1p6UoK8llPbz+5ptv5lWvepUa+HkzX+bmIQjDuNi6oADDQ01ctMSHA6qlpsZS+pyBz5j5hMwlZBKOrGiyhKEhTXiu9WC9p3KeyscDrwkd0gopYlOZSSwZnbaCsD2KIpYGtYva0r2Eq7HAKdc6vv2/4AjN8y1hL26FOENNyMJjoogUH/cnDanqnJlJGFhDaiRk7xA8ntpB5R1TZ6OjuceU3RBE8UWvmcTijBzWVdRuxizZJZUcg8FbqHzG1BoyI3HPVawI8FA6R+EdhQ/7FqcmZPJnbeBm2mYJXdtxtMkSatBGuZw091azdzd87THYaGcVBjEGIyYGXzzWuRjQTMmNkErYzws+BkJCAGTHT9k1OxRRyPllthUbSFVuxizZI5UcQahcToIJQpOaiUyZyC5FtNM2kz73akLgpvLTNnAjTrBVzswm5KaZZ7eWzpxl5i1TinaMWRSxjSDs1s/mnMLVyhICPP/5z2cymSAifOxjH+Phhx9Wn1FRrhKX/fB65XxYli0M/wtlJTXQW65i/acXjzcOK/GAe6moZEDpB8x8bJiBISUJx1YsHH3hcFjvCUd4WyoJB9OX8diJpllF1TSscF1zma7Fve2VvuieQuVaZDGL4XtdfmvCtlzTBVwg2J44nFhqqSn9gIHLyEjJXCwvpQmueMq4M3HaOoG7VG6CdSEjsN/Z9KERhw+isJQ9piZDRHA4KjcgJ+y7StqgUBirIgRvCikoYoOcgkkrCNtMhKu70lGaw7E1aKNcLpbtLWz2x9c4J1gjiDdUPt7TErqU1tSUfsjMZ+QuIRXTBjAtIWA5k5CBn7JL6fbicStNULI/i9DEqfYzCr9HIikIlAxISEIgR0Lf3xk7VL5np35emPloo5WbUcguE8kQBOvHFDYlc0m7rjp8G1gtpAyVNnHbReknVG7a7SVsz/ZdzBCujj2++tWv5iUveQkvf/nLueuuuzDGnPtJPR566CHe+ta3AvC2t72Nzc1NAD760Y/yrne9S888VJTz4LyPpPiWb/mW8z68Xjkf+llCemWk4dDsEE2MS4gjOq1BiDkJnRRrqYKYk0E4toJwdIUhIfFhkZXWlQ0LsosLspWainBuWvgo4rETRS/r0GsuExfj/UJwtaKdyvXEvG15sUi0KYME2Rb9S29CljDYRUkpQwoZkPqMlATjG6fV48RRUVHGoyBmjdPqmv2ETYnYgsMZm900mQjj01gObqlkRBYDOxLrxB0OKw5LTSUlBeG8s4ppbP5U9DIRVTt2eyC3dhxVrgi9vYU+bi308R72Qr2v2sXFgGZF4XMyMhKftPZlxYbfNSLL71C5Gc6VeGr2rz+ha6h1JZVMmBmDF08pAwwJ4LFSUfophdvt7NQ3Jdbz13K+xroZpdnDSIoXqKVm5gdkPp0ThbXUVFJREvYhlkzbDGG39aKK62fdvjesYvb+ve9970U9/9577+W+++7jwQcf5P777+d1r3sdOzs7vPe976Wu60s0S0VZDS7oSArlStFfVE3rvPrecWu2cSqdw0kd2utLiZUBlcxIyUOOsNnQL915huHaUVBiQ/lply/E+qptJtOWusToZr9ktHM2F89WAnU8lWuLxaBLY1sO8SHo4rrOTUAQjc5YrFSE461zUslJSKM9NeeJOmwMqJRMqdwkZAnjnr79zmYzn5hBidnCULrqgyikDGNJgsFAb6wQtAn5wiZwU/syNq8oW6fT0zuoXm1UuSLM21kr0gjbILwXHELtwPtQ6eJMHW2spIz2lUiKYOIqZakpQ8DTT2KWcNbu1d0nqLwLtuvL1q68cSQyCOXZdJ1/KzeldkWwUxYDN/FavrPRggRMOGG0lAGJZD1RGGbaBFYrHyptatcEV+cPqz/4+Ca1y6PgvWc8HnPbbbfxwAMPAHDPPffwEz/xE/zkT/7kgc8rioKiKNrvm6MwnHM4t7/MfxnOObz3R378xXBcx7rS4+lrOxwVhdck82Wk4f+dMOzaVgdsPCDYiY2fw+JqJKWWFCMpQoKhcyyXicLmkF5HjY2ZwO5j4SylfsnoPkGoi5pyPbDEYY0RFxctw7veAfemwkpOTRa6k5K0AZbGjix1K866rEAsb1uynzAMH4u4XYUQ9jSCjyWrBYnkIaATM4VNl0JLsM06CkAbP0LgpjkQ2y6UdquNKleerrkTYa9fCH3EHfMe78IdHSpdShLJSOKmh86+bAi6RNuqom11+wkXM/CeZl+hdQWN7RgpMbF81BGPyXCzGEjZv5+wuR4+lqP2rmWlopIQeDWx85vDtmtoP6jalIx22cguYNPth1S7PF9EhMlkwiOPPMItt9zC7u4uf/7nf87P//zP85GPfIRPfvKTfO3Xfu2+591zzz3cfffd+37++OOPM5vNjjS2c46trS289+dd9nq+HNexrvR4q/DaLmYcFYXXLAcLQ6RpPhMWFSHB4WLhm8X5BJHQVt9KgsQMYTjT0NC2K22v6/FxYQrCL+Qhmq+7iGb8vi11OUwQKsq1yuLe3cZhNXhq8MFhlObeFo+REBhpgi0h0CI9e/KtbbTOoCt7JWLLSke7GYRmNzXON3saQzlqIhVGijYj2R/LYRcCN11Jt58rSXOcu8RbUS41y7dChKx8jWu/Dz/zURRaqUiaoIskzN/z4VgL68Ledt/a1zLbill4X4fOp9GuRJIoSeM1e5UwLL2Wb200nLVYxmJVj5M6ZAnbeYbHO9/ZZtuQzde9ioHe0TBqjxfFHXfcwZve9Ca897zgBS/gc5/7HO973/sAeMMb3rBUEAK85S1v4c1vfnP7/fb2NrfeeiunTp1q9yWeC+ccIsKpU6euiMN/HMe60uOtwmsbDAYXfA0Vhdc0BwlDic1nfLuo4k3M4IWFVLzBSR3PMjStUymY3jVpr9k5ta732baO7n4x2JxFuCz7ALrAKdc2i8KQnjC0wa4g9id1eFKctxipg33FIyukPRfGt8GVLqASy63njoJY5rg2gZUQeAn7hT1GLE7KKEANi0K2sUkXzzDtnE3XdTNsr63Nn5SrwbJy7ZCQ//+3d++xUZT/Hsc/sxS2rXYBsQhVwB4T8YLR4Enj5ReMmPDTnJPzjxoRNGokaEDxgpp4SQSN0RiNxFAQqojxTmI0eDRRQyIg/gwFo1FO+Cm0hHKLhZa2dNm13XnOH7uzO3vttmzb3Z33K9Gw29l5Zsp+mfnM8zwzlumXcXrFZeJTIHxWv2wlasz9XNHoY5ki8R63+FzdjN/rxM1tTHyusO0Kmq51mr740NHM8/oS64o+WkOxm7xFh5VnmpJhYsHQOPUZq9XECJvU4dyEw6FoaGhQQ0NDxp+9/fbbWT/n9/sznjz7fL5BnbxbljXozwxVubY10u15Yd+GilBY9DIFQ+eupLEDSmz4mZwBOSYSDYHGJ1m+WIj0uU5gFe3hSLr9tXOSaeJ/VjwM2vE2Er2Dzl1GnS0iEKLUZOrJiN3QyTKxk1fngouRpYiMXHXlDMW2rFi9mOj8KOcW8+4eAZMrkMUu8MRq13nPNhEZa4xsq09Soqcw9SKOki7mOBducs3zVYbXwHDJFgydCyLRd6MXY8ZE5wG6RrVYli9WX0qavuD8lzguZWrZXVfRyzsy/YmewniAcx7Zku3iiXMB1JZMn2xbsR7OSPzfAncojB6HU/8tsMWUCwDFjFBYEjIHQxkTPRBZJnrF1QmHlk/GJHoFLfnk3PVNil5JiN+txijpwOQOmcl/ToTB7L2DyvAaKGbuE9boKaRkuebvJi62SD4ZEztZjdWTu5aMcZ84Oiev7p4Bp70s22FsGas/XpNW7IQ2qS0p1o5cbWUZIpp1WDc1itGSecSLjE+pFzVlYnPf4xcw3RdDonWVGLGSWHdae7EbzkTryo7duCbx80TtuAJbxjXFbkYVz7e2IoqOykmvz/TadIJv+txeAiGA4kAoLBnpwTD+rpGkiGRFTyMTB0nnboWxMBjrKTQZjz2uXkPnqmzSCWbi4MWJJspLposusZPWWK9hIhxGH8Ad77UzqWtK6QUwztC23D2F0f9H5zZGg6FzG4582jIZa5U6RfHIMeJFdqzGUi9qOsezxDpMvLbcdZYtyLnrKhILc04du5dKDOXMXaNWLFTGlopfMI3dbMq4l069MJPaO+isk0AIoHgQCktKtmAYfd8yzvsmFhDt2Mmlw3L9l7ze5OE3rpPJ+NCe1IMXJ5ooJ1l642WSw6Gs2Imdc5HFXUvuEz73nNtcJ5vJ2xA9UY7epTFxApzaljv0xdqSMoRBiTpF8RigxiyTclHTUnKAS+n5zvu5fk5dRWJzhlOHmma4sJJ1+5UIg/EgG5HS5vymTK3IWZvUJYDiQCgsOe4Dpvt1IhwmTmRdP7ckkzEQutZrkk8gkw+42Q5gHNBQLrL3xrvDoaTYRZdMtZB6ISXf3oCU9kwkMQc4j7acFpN+lmHdwOhyH7+c76klp+fNcs89tCwp9WJl0tBpd30NEOSclkz63MP875zt1Fl03rHljCPNVp8ZtzV5m6hNAMWEUFiysofD5FexA61JXybzWrMdsAiD8ILUk9bUnzi98tm//2c2PMxduXasdvNpK7W99PUBxWOACzA5vvfpASu/3sLEZ9NHygyuTjP0cmbdzkxtJK8HAIoFobDkZQuHiYNf+lXMTAfFXOvOZ1mgnGQPh8kVZSW9P/CfB2ozuT2TVt/Z1scJJ0pN5mAYfTXQ934w3+/0uhr6Ot3rcno5c1+gpTYBlApCYdnI9+Qx12eH+nOgXOUKh9mWHei9M20vv2GoQPEbKFBlWnag9wZq50zrNHuYzb0uahNAcSMUlh33gSfH/MFBrQfwukwXXdzvZ1u+UO0RBFHOsh23Cl1fqcNHC7WeXOuiPgGUBkJhWeNgBBTWSNcUNQyvGe7vfKHWT20CKC++gRcBAAAAAJQrQiEAAAAAeBihEAAAAAA8jFAIAAAAAB5GKAQAAAAADyMUAgAAAICHEQoBAAAAwMMIhQAAAADgYYRCAAAAAPAwQiEAAAAAeBihEAAAAAA8jFAIAAAAAB5GKAQAAAAADyMUAgAAAICHEQoBAAAAwMMIhQAAAADgYYRCAAAAAPAwQiEAAAAAeBihEAAAAAA8jFAIAAAAAB5GKAQAAAAADyMUAgAAoOQ0Nzdr4cKFWrhwobq7uyVJjY2Nuvfee7V48WKFQqFR3kKgdBAKAQAAUHIaGxvV1NSk+fPna/PmzZKk9vZ2bdy4UTfeeKO2b98+ylsIlI6K0d4AAAAAYLCMMaqurlZ9fb2+/vprSdKKFSu0c+dObd26Va+99lrGz4XDYYXD4fhrp5fRtm3Ztp1X27ZtyxiT9/JnolzbGun22LfcCIUAAAAoOZZlKRgMqrW1VVOnTpUkvfvuu+rv71djY6PGjBmT8XMvv/yyVq5cmfZ+e3t71iGn7e296u5OBEljpL//PqX9+ztlWdH3AgG/amvPOsO9Smfbtrq6umSMkc83vIP8RrKtkW7PC/t2Ju0QCgEAAFBylixZoqVLl8oYo9mzZ2vv3r1avXq1Lr30Um3dulXLli1TQ0ND2ueefvppPf744/HX3d3dmjZtmmpraxUIBNKWb2vr0jXXvqPQ6f74ez6fNHt2QD//3C2nc6ayqkL/t2eJpk0bX9D9tG1blmWptrZ2RMLFSLU10u15Yd/8fv+Q10EoBAAAQMlpaGhIC327d+8e8HN+vz/jybPP58t48n7iREjB3n5dcWu9zqqtlCRZlnTRuT6NudqWMVJve0i/fdaqEydCmjFj4hD3KDvLsrJuXym3NdLteWHfhopQCAAAAAzgrNpKBeqiw0MtGVXVGAXGWjKyRnnLgDPH3UcBAAAAwMMIhQAAAADgYYRCAAAAAPAw5hQCAAAABXLwYJeOHw/mXObcc6s1fXph71IKnAlCIQAAAFAAR4+e0vX/2JD0+IpMKqsq9O+9DxEMUTQIhQAAAEABnDwZUuh08uMrUjmPrzh+PEgoRNEgFAIAAAAF5H58BVAKuNEMAAAAAHgYPYUAAADAKMjnpjSTJlXK7x+hDYJnEQoBAACAEZbvTWmqz6rQT/+ar8mTR2jD4EmEQgAAAGCE5XtTmj2ft6q7OzzCWwevIRQCAAAAo4Sb0qAYEAoBAACAItfW1qUTJ0I5lzn33Goec4EhIRQCAAAARayjI6R5/1yjYG/u+YeVVRX6996HCIYYNEIhAAAAUMR6e//Oa/7hb5+16vjxIKEQg0YoBAAAAEoA8w8xXMomFBqTuzsdwPCh/oDRQ/0BSJXP8w+Zfwi3sgmFAAAAgNfl+/xD5h/CjVAIAAAAlIl8n3/I/EO4EQoBAACAMpPv/EP3UFNjjEKhkzp82JZlWfFlGGpa/giFAAAAgAelDjX1+aSrrw5o9+5u2XZiOYaalj9CIQAAAOBBqUNNLUu66FyfKv7TljHRZdxDTSVxA5syRSgEAAAAPMwZamrJqKrGKDDWkpGVtAw3sClvhEIAAAAAOQ32BjbSwL2KkyZVyu8v+KZiCAiFAAAAAPKSzw1s8u1VrD6rQj/9a74mTy7kFmIoCIUAAAAACibfXsU9n7equzustrYunTgRyrlO5ioOL0IhAAAAgILLp1exoyOkef9co2BvfnMVJW52MxwIhQAAAABGRW/v33nPVfztt7902+2b8r7ZjSSewZinoguFJnb/2+7u7lHeEuDMON9h5ztdCqg/lItSqz9qD+Wi1GoPxSOfXsXB3OwmNUAO9AxGyds9kEUXCnt6eiRJ06ZNG+UtAQqjp6dH48eXxj8g1B/KTanUH7WHclMqtYfSNJQAmesZjGfSA5mNc2fVUpkvWXShsK6uTm1tbaqpqUnq2gVKjTFGPT09qqurG+1NyRv1h3JRavVH7aFcjGTtNTc3a9WqVZKktWvXKhAIaN26ddq9e7dqamr0+uuvD/s2oPjl8wzGM+mBzKb6rAp99b//o//6780lMV+y6EKhz+fTBRdcMNqbARREqV0lpf5QTkqp/qg9lJORqr3GxkY1NTVpy5Yt2rx5s+666y5t2bJFmzZt0hNPPKFDhw5RVxiUQg5h3fN5q44d6x22+ZKFDoZFFwoBAACAgRhjVF1drfr6en399deSpKqqKknShRdeqCNHjmQMheFwWOFwOP66q6tLknTy5EnZ7slmMT093bKskE4d7VSkL9qLY1nShHN86uyIDkU8fTwsywopGOxJWzbV0JY9NUzrTV42db8Ktd5y3DfTf1qRvvTviySZ/uR9y2fZI0faFQ6d0n/8Y4r848dlXDbc9bdadxxTa+sxBQKJebu2bau7u1uhUHSY6lDm9FqGmcAAAAAoMffee6/WrFmjLVu26OTJk7r77rt1xx136NNPP9UTTzyhZcuWafr06WmfW7FihVauXDkKWwyMjLa2tkH3khMKAQAAUHJ27typtWvXyhij2bNna968edq2bZt+//13VVZW6tVXX834udSeQtu21dHRoUmTJuU9p7e7u1vTpk1TW1ubAoFAQfbHa22NdHte2LeDBw/KsizV1dXJ5/MNah0MHwUAAEDJaWhoUENDQ9J7l1xyyYCf8/v98vv9Se9NmDBhSNsQCARGJGCUc1sj3V4579v48eOH3NbgIiQAAAAAoKwQCgEAAADAwwiFAAAAwCD4/X49//zzacNQaat422PfcuNGMwAAAADgYfQUAgAAAICHEQoBAAAAwMN4JAUAAACQQ3Nzs1atWiVJWrt2rQKBgNatW6fdu3erpqZGr7/+esHa2rFjh9544w1NnDhRjzzyiGbNmqUXXnhBLS0t8vl82rBhQ8HakqQvv/xSH3zwgaqqqvTMM8/o4osv1osvvqjDhw9rxowZevrppwvW1urVq7Vr1y5FIhHNnDlTzz333LDsW19fn95//32NGzdOvb29Gf+eHn30UfX29uqaa67R/fffX7D2urq61NzcrHHjxunNN99UZWWlJGnBggUaN26cLrvsMj311FMFaaulpSXtd9fX16cHHnhA/f39uvPOO3XLLbfktV56CgEAAIAcGhsb1dTUpPnz52vz5s2SpC1btmj9+vWyLEuHDh0qWFu7du3S+vXr9cILL+jjjz+WFA2lEyZM0OWXX16wdhw7duzQ1KlTVVVVpenTp+v06dP6888/9dZbb2nPnj3q6+srWFsPPfSQNm7cqOuvv1633XabpOHZt5aWFv3888+SMv897d+/X5WVlWpqatJ3331X0Pba29u1ceNG3Xjjjdq+fbskKRgMqqWlRRUVFbryyisL1lam3922bdvU0NCg9957T++9917e6yUUAgAAADkYY1RdXa36+nodOXJEklRVVSVJuvDCC+PvFcIjjzyiYDCol156SQsXLpQkPfvss1q1apXa2tp0/PjxgrUlSbfffrteffVVzZ07V9988406Ojp0/vnnS5KmTJmizs7OgrZ36NAhBYNBXXLJJZKGZ99mzpwZD52Z/p6OHTum+vp6SSrI3UHd7a1YsUI7d+7U1q1bde2110qSbNtWU1OT1q1bFw/6hWgr0+/O2TfLsga1b4RCAAAAIAfLshQMBtXa2qqpU6dKkkKhkCTpwIEDmjJlSsHa+umnn7Ru3Tq99NJLuuyyy2Tbtg4ePChJmjhxotrb2wvWlhTtNRs7dqwmT56sI0eO6JxzzomHp6NHj2rixIkFbe+dd97R/PnzJWnY903K/Pc0ZcoUHThwQJJ0+vTpgrb37rvv6tdff1VjY6POPvtsSVJXV5e6uro0ZswYhcPhgrST7Xfn7JsxZlD7RigEAAAAcliyZImWLl2qzz77TJ2dndq7d69uuukmLVu2TD6fT9OnTy9YW2vWrNG+ffu0dOlSrVy5Un/88YcOHTqkRYsWqaOjI97DViiBQECLFi1SY2Oj/vrrL4XDYV188cV69NFHdcUVV2js2LEFa8sYo3379qmurk7r168f9n2TlPb3tHz5cl100UUKh8N6+OGHdfPNNxe0vdWrV2vr1q265557tHPnTi1fvlxTp07Vhx9+qLvuuks33XRTQdrx+Xxpv7vly5drzpw52rVrlxYvXqz77rsv7/XxnEIAAAAA8DB6CgEAAADAwwiFAAAAAOBhhEIAAAAA8DBCIQAAAAB4GKEQAAAAADyMUAgAAAAAHkYoBAAAAAAPIxQCAAAAyGjFihV67LHH4q9nz56t77//PuvyixYtyvqzTZs2adu2bUP6LIZXxWhvAAAAAIDidfjwYUUiEe3bt0/V1dWSpDfeeEPNzc3y+/3asGGD7r//foVCIf3yyy8Kh8N68sknFYlENHPmTC1btkySFAwG5fP5dM8996i2tlYHDhzQJ598osWLF2f97KxZs7R//3719PTohhtu0NVXXz2av4qyRU8hAAAAgKzmzJmj7du36/PPP9ett94qSdqxY4c++ugj1dfXa/v27ZoxY4Y++ugjnXfeefr222919OhR1dTU6Pfff09bX2dnp1555RXNmjVLP/74Y87Pzp07V3v27FFnZyeBcBjRUwgAAAAgq5tvvllNTU2KRCK66qqrkn5mWZaMMbIsK/7atm3NnTtXDz74oL766qu09U2ePFkVFRWqqKiQz+cb8LORSEQ9PT3Du5MeR08hAAAAgKwqKyt16tQpXXrppfH3rrvuOi1YsEAtLS2aM2eOWltbtWDBAp06dUrz5s3Tt99+qyVLlsQDXzYXXHBBzs9+8cUXmjNnjurr6/XDDz8M9656lmWMMaO9EQAAAACA0UFPIQAAAAB4GKEQAAAAADyMUAgAAAAAHkYoBAAAAAAPIxQCAAAAgIcRCgEAAADAwwiFAAAAAOBhhEIAAAAA8DBCIQAAAAB4GKEQAAAAADyMUAgAAAAAHvb/ozjEnsvOGdUAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Effective mode count vs. coherence ratio:\n", " sigma_c/sigma_I = 0.9 -> M_eff = 2.44\n", " sigma_c/sigma_I = 0.5 -> M_eff = 4.12\n", " sigma_c/sigma_I = 0.2 -> M_eff = 9.09\n" ] } ], "source": [ "# Generate Gaussian Schell-model modes for different coherence levels\n", "coherence_ratios = [0.9, 0.5, 0.2] # sigma_c / sigma_I\n", "num_modes = 15\n", "\n", "fig, axes = plt.subplots(3, 4, figsize=(9, 7))\n", "\n", "for row, ratio in enumerate(coherence_ratios):\n", " sigma_c = ratio * beam_width\n", " \n", " # Generate GSM modes\n", " mode_set = gaussian_schell_model_modes(\n", " wavelength=wavelength,\n", " dx=dx,\n", " grid_size=grid_size,\n", " beam_width=beam_width,\n", " coherence_width=sigma_c,\n", " num_modes=num_modes\n", " )\n", " \n", " M_eff = effective_mode_count(mode_set)\n", " \n", " # Plot first 3 modes\n", " for col in range(3):\n", " ax = axes[row, col]\n", " mode_intensity = jnp.abs(mode_set.modes[col])**2\n", " im = ax.imshow(mode_intensity, cmap='inferno', extent=extent_um)\n", " ax.set_xlim(-150, 150)\n", " ax.set_ylim(-150, 150)\n", " if row == 0:\n", " ax.set_title(f'Mode {col}')\n", " if col == 0:\n", " ax.set_ylabel(f'$\\\\sigma_c/\\\\sigma_I$ = {ratio}\\n$M_{{eff}}$ = {M_eff:.1f}')\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " \n", " # Plot eigenvalue spectrum\n", " ax = axes[row, 3]\n", " ax.bar(range(num_modes), mode_set.weights, color='steelblue', edgecolor='navy')\n", " ax.set_xlabel('Mode index')\n", " ax.set_ylabel('Weight $\\\\lambda_n$')\n", " ax.set_ylim(0, 1)\n", " ax.grid(True, alpha=0.3)\n", " if row == 0:\n", " ax.set_title('Eigenvalue Spectrum')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/coherence_gsm_modes.pdf', bbox_inches='tight')\n", "plt.savefig('Figures/coherence_gsm_modes.png', dpi=300, bbox_inches='tight')\n", "plt.show()\n", "\n", "print(\"\\nEffective mode count vs. coherence ratio:\")\n", "for ratio in coherence_ratios:\n", " sigma_c = ratio * beam_width\n", " mode_set = gaussian_schell_model_modes(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " beam_width=beam_width, coherence_width=sigma_c, num_modes=num_modes\n", " )\n", " M_eff = effective_mode_count(mode_set)\n", " print(f\" sigma_c/sigma_I = {ratio:.1f} -> M_eff = {M_eff:.2f}\")" ] }, { "cell_type": "markdown", "id": "propagation-header", "metadata": {}, "source": [ "## 3.3 Propagation of Partially Coherent Fields\n", "\n", "Each coherent mode propagates independently. The final intensity is the incoherent sum of propagated mode intensities.\n", "\n", "This is implemented efficiently using `jax.vmap` for parallel propagation of all modes." ] }, { "cell_type": "code", "execution_count": 6, "id": "propagation-comparison", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare fully coherent vs partially coherent propagation\n", "prop_distance = 5e-3 # 5 mm\n", "\n", "# Fully coherent Gaussian beam\n", "coherent_beam = collimated_gaussian(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " waist=beam_width, z_position=0.0\n", ")\n", "coherent_propagated = angular_spectrum_prop(coherent_beam, prop_distance)\n", "I_coherent = jnp.abs(coherent_propagated.field)**2\n", "\n", "# Partially coherent (GSM) beam with different coherence levels\n", "coherence_levels = [0.8, 0.4, 0.2]\n", "\n", "fig, axes = plt.subplots(2, 4, figsize=(9, 4.5))\n", "\n", "# Top row: Initial intensity\n", "ax = axes[0, 0]\n", "I_initial = jnp.abs(coherent_beam.field)**2\n", "ax.imshow(I_initial, cmap='inferno', extent=extent_um)\n", "ax.set_title('Coherent\\n(z = 0)')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "ax.set_ylabel('Initial')\n", "\n", "for idx, ratio in enumerate(coherence_levels):\n", " sigma_c = ratio * beam_width\n", " mode_set = gaussian_schell_model_modes(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " beam_width=beam_width, coherence_width=sigma_c, num_modes=10\n", " )\n", " I_initial_pc = intensity_from_modes(mode_set)\n", " \n", " ax = axes[0, idx+1]\n", " ax.imshow(I_initial_pc, cmap='inferno', extent=extent_um)\n", " M_eff = effective_mode_count(mode_set)\n", " ax.set_title(f'$\\\\sigma_c/\\\\sigma_I$ = {ratio}\\n$M_{{eff}}$ = {M_eff:.1f}')\n", " ax.set_xlim(-150, 150)\n", " ax.set_ylim(-150, 150)\n", "\n", "# Bottom row: After propagation\n", "ax = axes[1, 0]\n", "ax.imshow(I_coherent, cmap='inferno', extent=extent_um)\n", "ax.set_title(f'z = {prop_distance*1e3:.0f} mm')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "ax.set_ylabel('Propagated')\n", "ax.set_xlabel('x (μm)')\n", "\n", "for idx, ratio in enumerate(coherence_levels):\n", " sigma_c = ratio * beam_width\n", " mode_set = gaussian_schell_model_modes(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " beam_width=beam_width, coherence_width=sigma_c, num_modes=10\n", " )\n", " \n", " # Propagate modes\n", " mode_set_prop = propagate_coherent_modes(mode_set, prop_distance)\n", " I_prop = intensity_from_modes(mode_set_prop)\n", " \n", " ax = axes[1, idx+1]\n", " ax.imshow(I_prop, cmap='inferno', extent=extent_um)\n", " ax.set_xlim(-150, 150)\n", " ax.set_ylim(-150, 150)\n", " ax.set_xlabel('x (μm)')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/coherence_propagation_comparison.pdf', bbox_inches='tight')\n", "plt.savefig('Figures/coherence_propagation_comparison.png', dpi=300, bbox_inches='tight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "differentiable-header", "metadata": {}, "source": [ "---\n", "# Part IV: Differentiable Partial Coherence\n", "\n", "## 4.1 Why Differentiability Matters\n", "\n", "Because Janssen implements coherent mode propagation using JAX, we can compute gradients with respect to coherence parameters. This enables:\n", "\n", "1. **Coherence recovery**: Estimate source coherence from measured intensity patterns\n", "2. **Joint optimization**: Recover both object and coherence in ptychography\n", "3. **Sensitivity analysis**: How do results depend on coherence assumptions?\n", "\n", "## 4.2 Example: Recovering Coherence Width from Propagated Intensity\n", "\n", "Given a measured intensity pattern after propagation, can we recover the source coherence width?" ] }, { "cell_type": "code", "execution_count": 7, "id": "forward-model", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "True coherence width: 40 um\n", "Propagation distance: 5 mm\n" ] } ], "source": [ "# Define forward model: coherence width -> propagated intensity\n", "prop_distance_opt = 5e-3 # 5 mm\n", "num_modes_opt = 10\n", "\n", "def forward_model(coherence_width):\n", " \"\"\"Compute propagated intensity for given coherence width.\"\"\"\n", " mode_set = gaussian_schell_model_modes(\n", " wavelength=wavelength,\n", " dx=dx,\n", " grid_size=grid_size,\n", " beam_width=beam_width,\n", " coherence_width=coherence_width,\n", " num_modes=num_modes_opt\n", " )\n", " mode_set_prop = propagate_coherent_modes(mode_set, prop_distance_opt)\n", " intensity = intensity_from_modes(mode_set_prop)\n", " return intensity\n", "\n", "# Generate \"ground truth\" target with known coherence\n", "true_coherence_width = 40e-6 # 40 um\n", "I_target = forward_model(true_coherence_width)\n", "\n", "print(f\"True coherence width: {true_coherence_width*1e6:.0f} um\")\n", "print(f\"Propagation distance: {prop_distance_opt*1e3:.0f} mm\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "loss-and-gradient", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Loss and gradient at different coherence widths:\n", "sigma_c (um) Loss dL/d(sigma_c) \n", "---------------------------------------------\n", "20 0.000000 -0.000003 \n", "40 0.000000 -0.000000 \n", "60 0.000000 0.000001 \n", "80 0.000000 0.000001 \n" ] } ], "source": [ "# Define loss function and compute gradient\n", "def loss_fn(coherence_width):\n", " \"\"\"MSE between predicted and target intensity.\"\"\"\n", " I_pred = forward_model(coherence_width)\n", " return jnp.mean((I_pred - I_target)**2)\n", "\n", "# Compute gradient with JAX\n", "grad_loss = jax.grad(loss_fn)\n", "\n", "# Test at a few points\n", "test_widths = [20e-6, 40e-6, 60e-6, 80e-6]\n", "print(\"\\nLoss and gradient at different coherence widths:\")\n", "print(f\"{'sigma_c (um)':<15} {'Loss':<15} {'dL/d(sigma_c)':<15}\")\n", "print(\"-\" * 45)\n", "for w in test_widths:\n", " loss = float(loss_fn(w))\n", " grad = float(grad_loss(w))\n", " print(f\"{w*1e6:<15.0f} {loss:<15.6f} {grad:<15.6f}\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "optimization", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Recovering coherence width from propagated intensity...\n", "True value: 40 um\n", "Initial guess: 80 um\n", "\n", "Optimization progress:\n", " Iter 20: sigma_c = 42.60 um, loss = 2.20e-13\n", " Iter 40: sigma_c = 37.73 um, loss = 1.76e-13\n", " Iter 60: sigma_c = 41.10 um, loss = 4.04e-14\n", " Iter 80: sigma_c = 39.63 um, loss = 4.64e-15\n", " Iter 100: sigma_c = 40.09 um, loss = 2.86e-16\n", "\n", "Final estimate: 40.09 um\n", "True value: 40 um\n", "Error: 0.09 um (0.2%)\n" ] } ], "source": [ "# Gradient-based optimization to recover coherence width\n", "initial_guess = 80e-6 # Start with wrong value (80 um instead of 40 um)\n", "\n", "optimizer = optax.adam(learning_rate=2e-6)\n", "params = jnp.array(initial_guess)\n", "opt_state = optimizer.init(params)\n", "\n", "n_iterations = 100\n", "coherence_history = [float(params)]\n", "loss_history = [float(loss_fn(params))]\n", "\n", "print(f\"Recovering coherence width from propagated intensity...\")\n", "print(f\"True value: {true_coherence_width*1e6:.0f} um\")\n", "print(f\"Initial guess: {initial_guess*1e6:.0f} um\")\n", "print(f\"\\nOptimization progress:\")\n", "\n", "for i in range(n_iterations):\n", " grad = grad_loss(params)\n", " updates, opt_state = optimizer.update(grad, opt_state)\n", " params = optax.apply_updates(params, updates)\n", " \n", " # Ensure params stay positive\n", " params = jnp.maximum(params, 1e-6)\n", " \n", " coherence_history.append(float(params))\n", " loss_history.append(float(loss_fn(params)))\n", " \n", " if (i + 1) % 20 == 0:\n", " print(f\" Iter {i+1:3d}: sigma_c = {params*1e6:.2f} um, loss = {loss_history[-1]:.2e}\")\n", "\n", "print(f\"\\nFinal estimate: {params*1e6:.2f} um\")\n", "print(f\"True value: {true_coherence_width*1e6:.0f} um\")\n", "print(f\"Error: {abs(params - true_coherence_width)*1e6:.2f} um ({abs(params - true_coherence_width)/true_coherence_width*100:.1f}%)\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "plot-optimization", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot optimization results\n", "fig, axes = plt.subplots(2, 3, figsize=(9, 5))\n", "\n", "# Top row: Convergence\n", "ax = axes[0, 0]\n", "ax.plot([w*1e6 for w in coherence_history], 'b-', linewidth=1.5)\n", "ax.axhline(true_coherence_width*1e6, color='r', linestyle='--', linewidth=1, label='True')\n", "ax.set_xlabel('Iteration')\n", "ax.set_ylabel('$\\\\sigma_c$ (\\u03bcm)')\n", "ax.set_title('Coherence Width Recovery')\n", "ax.legend(loc='upper right')\n", "ax.grid(True, alpha=0.3)\n", "\n", "ax = axes[0, 1]\n", "ax.semilogy(loss_history, 'b-', linewidth=1.5)\n", "ax.set_xlabel('Iteration')\n", "ax.set_ylabel('Loss (MSE)')\n", "ax.set_title('Convergence')\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Loss landscape\n", "ax = axes[0, 2]\n", "sigma_range = jnp.linspace(10e-6, 100e-6, 50)\n", "losses = [float(loss_fn(s)) for s in sigma_range]\n", "ax.plot(sigma_range*1e6, losses, 'b-', linewidth=1.5)\n", "ax.axvline(true_coherence_width*1e6, color='r', linestyle='--', linewidth=1, label='True')\n", "ax.axvline(initial_guess*1e6, color='g', linestyle=':', linewidth=1, label='Initial')\n", "ax.axvline(params*1e6, color='purple', linestyle='-', linewidth=1, label='Final')\n", "ax.set_xlabel('$\\\\sigma_c$ (\\u03bcm)')\n", "ax.set_ylabel('Loss')\n", "ax.set_title('Loss Landscape')\n", "ax.legend(loc='upper right', fontsize=5)\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Bottom row: Intensity comparisons\n", "I_initial = forward_model(initial_guess)\n", "I_final = forward_model(params)\n", "\n", "ax = axes[1, 0]\n", "ax.imshow(I_target, cmap='inferno', extent=extent_um)\n", "ax.set_title(f'Target\\n($\\\\sigma_c$ = {true_coherence_width*1e6:.0f} \\u03bcm)')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "ax.set_xlabel('x (\\u03bcm)')\n", "ax.set_ylabel('y (\\u03bcm)')\n", "\n", "ax = axes[1, 1]\n", "ax.imshow(I_initial, cmap='inferno', extent=extent_um)\n", "ax.set_title(f'Initial Guess\\n($\\\\sigma_c$ = {initial_guess*1e6:.0f} \\u03bcm)')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "ax.set_xlabel('x (\\u03bcm)')\n", "\n", "ax = axes[1, 2]\n", "ax.imshow(I_final, cmap='inferno', extent=extent_um)\n", "ax.set_title(f'Recovered\\n($\\\\sigma_c$ = {params*1e6:.1f} \\u03bcm)')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "ax.set_xlabel('x (\\u03bcm)')\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/coherence_optimization.pdf', bbox_inches='tight')\n", "plt.savefig('Figures/coherence_optimization.png', dpi=300, bbox_inches='tight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "gradient-map-header", "metadata": {}, "source": [ "## 4.3 Gradient Visualization\n", "\n", "We can visualize how the propagated intensity depends on coherence width by computing the spatial gradient map $\\partial I(\\mathbf{r}) / \\partial \\sigma_c$." ] }, { "cell_type": "code", "execution_count": 11, "id": "gradient-map", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compute gradient of intensity with respect to coherence width\n", "def intensity_at_coherence(coherence_width):\n", " return forward_model(coherence_width)\n", "\n", "# Use finite difference for spatial gradient map\n", "eps = 1e-7\n", "sigma_test = 50e-6\n", "I_plus = intensity_at_coherence(sigma_test + eps)\n", "I_minus = intensity_at_coherence(sigma_test - eps)\n", "dI_dsigma = (I_plus - I_minus) / (2 * eps)\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(9, 3))\n", "\n", "# Intensity\n", "ax = axes[0]\n", "I_test = intensity_at_coherence(sigma_test)\n", "im = ax.imshow(I_test, cmap='inferno', extent=extent_um)\n", "ax.set_title(f'Intensity I($\\\\sigma_c$ = {sigma_test*1e6:.0f} \\u03bcm)')\n", "ax.set_xlabel('x (\\u03bcm)')\n", "ax.set_ylabel('y (\\u03bcm)')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "plt.colorbar(im, ax=ax, shrink=0.8)\n", "\n", "# Gradient map\n", "ax = axes[1]\n", "vmax = jnp.max(jnp.abs(dI_dsigma))\n", "im = ax.imshow(dI_dsigma, cmap='RdBu_r', extent=extent_um, vmin=-vmax, vmax=vmax)\n", "ax.set_title('$\\\\partial I / \\\\partial \\\\sigma_c$')\n", "ax.set_xlabel('x (\\u03bcm)')\n", "ax.set_xlim(-150, 150)\n", "ax.set_ylim(-150, 150)\n", "plt.colorbar(im, ax=ax, shrink=0.8)\n", "\n", "# 1D profiles\n", "ax = axes[2]\n", "center = grid_size[0] // 2\n", "x_um = (jnp.arange(grid_size[1]) - center) * dx * 1e6\n", "\n", "ax.plot(x_um, I_test[center, :] / jnp.max(I_test), 'b-', linewidth=1.5, label='I (norm)')\n", "ax.plot(x_um, dI_dsigma[center, :] / vmax, 'r-', linewidth=1.5, label='$\\\\partial I/\\\\partial\\\\sigma_c$ (norm)')\n", "ax.set_xlabel('x (\\u03bcm)')\n", "ax.set_ylabel('Normalized value')\n", "ax.set_title('Central Profiles')\n", "ax.set_xlim(-150, 150)\n", "ax.legend(loc='upper right', fontsize=6)\n", "ax.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.savefig('Figures/coherence_gradient_map.pdf', bbox_inches='tight')\n", "plt.savefig('Figures/coherence_gradient_map.png', dpi=300, bbox_inches='tight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "publication-header", "metadata": {}, "source": [ "---\n", "# Publication Figure\n", "\n", "Combined figure for the Janssen manuscript demonstrating partial coherence:\n", "\n", "- **Row (a-c)**: Gaussian Schell-model modes 0, 1, 2 with eigenvalues — showing Hermite-Gaussian structure\n", "- **Row (d-f)**: Focal intensity vs coherence width: σ_c = ∞ (coherent), σ_c = 2w₀, σ_c = w₀ — demonstrates speckle washing\n", "- **Row (g-i)**: Differentiable demo: recover σ_c from blurred focal spot via gradient descent" ] }, { "cell_type": "code", "execution_count": 12, "id": "publication-figure", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import string\n", "\n", "fig = plt.figure(figsize=(7, 7))\n", "gs = gridspec.GridSpec(3, 4, figure=fig, hspace=0.4, wspace=0.35,\n", " height_ratios=[1, 1, 1.2])\n", "\n", "subfig_idx = 0\n", "def get_label():\n", " global subfig_idx\n", " label = f'({string.ascii_lowercase[subfig_idx]})'\n", " subfig_idx += 1\n", " return label\n", "\n", "# Row 1: GSM modes (high coherence case)\n", "ratio_demo = 0.4\n", "sigma_c_demo = ratio_demo * beam_width\n", "mode_set_demo = gaussian_schell_model_modes(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " beam_width=beam_width, coherence_width=sigma_c_demo, num_modes=num_modes\n", ")\n", "\n", "for col in range(3):\n", " ax = fig.add_subplot(gs[0, col])\n", " mode_intensity = jnp.abs(mode_set_demo.modes[col])**2\n", " ax.imshow(mode_intensity, cmap='inferno', extent=extent_um)\n", " ax.set_xlim(-120, 120)\n", " ax.set_ylim(-120, 120)\n", " ax.set_title(f'Mode {col}')\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Eigenvalue spectrum\n", "ax = fig.add_subplot(gs[0, 3])\n", "ax.bar(range(num_modes), mode_set_demo.weights, color='steelblue', edgecolor='navy')\n", "ax.set_xlabel('Mode index')\n", "ax.set_ylabel('$\\\\lambda_n$')\n", "ax.set_title('Eigenvalues')\n", "ax.set_ylim(0, 0.7)\n", "ax.grid(True, alpha=0.3)\n", "M_eff_demo = effective_mode_count(mode_set_demo)\n", "ax.text(0.95, 0.95, f'$M_{{eff}}$ = {M_eff_demo:.1f}', transform=ax.transAxes,\n", " ha='right', va='top', fontsize=6)\n", "ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Row 2: Propagation comparison\n", "prop_levels = [1.0, 0.4, 0.15] # Fully coherent, partially, more partial\n", "\n", "# Fully coherent\n", "ax = fig.add_subplot(gs[1, 0])\n", "I_coh_prop = jnp.abs(coherent_propagated.field)**2\n", "ax.imshow(I_coh_prop, cmap='inferno', extent=extent_um)\n", "ax.set_xlim(-120, 120)\n", "ax.set_ylim(-120, 120)\n", "ax.set_title('Coherent')\n", "ax.set_xticks([])\n", "ax.set_yticks([])\n", "ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Partially coherent cases\n", "for idx, ratio in enumerate([0.4, 0.15]):\n", " ax = fig.add_subplot(gs[1, idx+1])\n", " sigma_c_prop = ratio * beam_width\n", " mode_set_prop = gaussian_schell_model_modes(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " beam_width=beam_width, coherence_width=sigma_c_prop, num_modes=10\n", " )\n", " mode_set_propagated = propagate_coherent_modes(mode_set_prop, prop_distance)\n", " I_prop = intensity_from_modes(mode_set_propagated)\n", " ax.imshow(I_prop, cmap='inferno', extent=extent_um)\n", " ax.set_xlim(-120, 120)\n", " ax.set_ylim(-120, 120)\n", " M_eff_prop = effective_mode_count(mode_set_prop)\n", " ax.set_title(f'$\\\\sigma_c/\\\\sigma_I$ = {ratio}')\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Profile comparison\n", "ax = fig.add_subplot(gs[1, 3])\n", "center = grid_size[0] // 2\n", "x_um = (jnp.arange(grid_size[1]) - center) * dx * 1e6\n", "\n", "ax.plot(x_um, I_coh_prop[center, :] / jnp.max(I_coh_prop), 'b-', \n", " linewidth=1.5, label='Coherent')\n", "\n", "for ratio, color in [(0.4, 'orange'), (0.15, 'red')]:\n", " sigma_c_prop = ratio * beam_width\n", " mode_set_prop = gaussian_schell_model_modes(\n", " wavelength=wavelength, dx=dx, grid_size=grid_size,\n", " beam_width=beam_width, coherence_width=sigma_c_prop, num_modes=10\n", " )\n", " mode_set_propagated = propagate_coherent_modes(mode_set_prop, prop_distance)\n", " I_prop = intensity_from_modes(mode_set_propagated)\n", " ax.plot(x_um, I_prop[center, :] / jnp.max(I_prop), color=color,\n", " linewidth=1.5, label=f'$\\\\sigma_c/\\\\sigma_I$ = {ratio}')\n", "\n", "ax.set_xlabel('x (\\u03bcm)')\n", "ax.set_ylabel('I (norm.)')\n", "ax.set_title('Profiles')\n", "ax.set_xlim(-120, 120)\n", "ax.legend(loc='upper right', fontsize=5)\n", "ax.grid(True, alpha=0.3)\n", "ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Row 3: Optimization demo\n", "# Coherence recovery\n", "ax = fig.add_subplot(gs[2, 0:2])\n", "ax.plot([w*1e6 for w in coherence_history], 'b-', linewidth=1.5)\n", "ax.axhline(true_coherence_width*1e6, color='r', linestyle='--', linewidth=1, label='True')\n", "ax.set_xlabel('Iteration')\n", "ax.set_ylabel('$\\\\sigma_c$ (\\u03bcm)')\n", "ax.set_title('Coherence Width Recovery via Gradient Descent')\n", "ax.legend(loc='upper right')\n", "ax.grid(True, alpha=0.3)\n", "ax.text(-0.05, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Gradient map\n", "ax = fig.add_subplot(gs[2, 2])\n", "vmax_pub = jnp.max(jnp.abs(dI_dsigma))\n", "ax.imshow(dI_dsigma, cmap='RdBu_r', extent=extent_um, vmin=-vmax_pub, vmax=vmax_pub)\n", "ax.set_xlim(-120, 120)\n", "ax.set_ylim(-120, 120)\n", "ax.set_title('$\\\\partial I / \\\\partial \\\\sigma_c$')\n", "ax.set_xlabel('x (\\u03bcm)')\n", "ax.set_ylabel('y (\\u03bcm)')\n", "ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "# Loss landscape\n", "ax = fig.add_subplot(gs[2, 3])\n", "ax.plot(sigma_range*1e6, losses, 'b-', linewidth=1.5)\n", "ax.axvline(true_coherence_width*1e6, color='r', linestyle='--', linewidth=1, label='True')\n", "ax.scatter([params*1e6], [loss_fn(params)], c='green', s=50, zorder=5, label='Recovered')\n", "ax.set_xlabel('$\\\\sigma_c$ (\\u03bcm)')\n", "ax.set_ylabel('Loss')\n", "ax.set_title('Loss Landscape')\n", "ax.legend(loc='upper right', fontsize=5)\n", "ax.grid(True, alpha=0.3)\n", "ax.text(-0.1, 1.05, get_label(), transform=ax.transAxes, fontweight='bold')\n", "\n", "plt.savefig('Figures/coherence_publication_figure.pdf', bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.savefig('Figures/coherence_publication_figure.png', dpi=300, bbox_inches='tight',\n", " facecolor='white', edgecolor='none')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "summary", "metadata": {}, "source": [ "---\n", "## Summary\n", "\n", "This tutorial demonstrated:\n", "\n", "### Spatial Coherence\n", "1. **Mutual intensity** $J(\\mathbf{r}_1, \\mathbf{r}_2)$ describes field correlations\n", "2. **Van Cittert-Zernike theorem**: Extended sources create spatial coherence patterns\n", "3. **Coherence kernels**: Gaussian and jinc (for circular sources)\n", "\n", "### Temporal Coherence\n", "1. **Spectral bandwidth** determines coherence length $L_c = \\lambda^2/\\Delta\\lambda$\n", "2. **Spectral shapes**: Gaussian, Lorentzian, blackbody distributions\n", "\n", "### Coherent Mode Decomposition\n", "1. **Mercer's theorem**: $J = \\sum_n \\lambda_n \\phi_n^* \\phi_n$\n", "2. **Gaussian Schell-model**: Analytical Hermite-Gaussian modes\n", "3. **Effective mode count**: Quantifies degree of partial coherence\n", "4. **Efficient propagation** via `vmap` over modes\n", "\n", "### Differentiability\n", "1. **Gradient computation**: JAX enables $\\partial I / \\partial \\sigma_c$ automatically\n", "2. **Coherence recovery**: Gradient descent can recover source coherence from measurements\n", "3. **Joint optimization**: Coherence parameters can be optimized alongside object/probe\n", "\n", "### Key Functions\n", "\n", "| Function | Description |\n", "|----------|-------------|\n", "| `gaussian_coherence_kernel()` | Gaussian spatial coherence |\n", "| `jinc_coherence_kernel()` | Van Cittert-Zernike for circular source |\n", "| `gaussian_schell_model_modes()` | GSM source modes |\n", "| `propagate_coherent_modes()` | Propagate mode set |\n", "| `intensity_from_modes()` | Incoherent intensity sum |\n", "| `effective_mode_count()` | Participation ratio |" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }