{ "cells": [ { "cell_type": "markdown", "id": "intro", "metadata": {}, "source": [ "# Chapter 4: Zeta Space Tilings\n", "\n", "This notebook explores iterative tiling patterns based on the **Riemann zeta function** and power-law area distributions. These tilings demonstrate how self-similar fractal properties emerge from number-theoretic foundations.\n", "\n", "**Topics covered:**\n", "- The Riemann zeta function and power-law distributions\n", "- Area-based tiling with $A_i = A_0 / i^p$\n", "- Multi-shape tilings (circles, squares, triangles, polygons)\n", "- Connection to fractal packing and Apollonian gaskets" ] }, { "cell_type": "code", "execution_count": 1, "id": "imports", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:16.814168Z", "iopub.status.busy": "2026-10-25T01:41:16.814120Z", "iopub.status.idle": "2026-10-25T01:41:17.191463Z", "shell.execute_reply": "2026-10-25T01:41:17.191239Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.patches as patches\n", "from scipy.special import zeta\n", "import random\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "# Set default figure style\n", "plt.rcParams['figure.figsize'] = [10, 8]\n", "plt.rcParams['figure.dpi'] = 100" ] }, { "cell_type": "markdown", "id": "zeta-intro", "metadata": {}, "source": [ "## 4.1 The Riemann Zeta Function\n", "\n", "The **Riemann zeta function** is defined for $\\text{Re}(s) > 1$ as:\n", "\n", "$$\\zeta(s) = \\sum_{n=1}^{\\infty} \\frac{1}{n^s}$$\n", "\n", "This function converges for $s > 1$ and provides a natural framework for generating power-law distributions. Famous values include:\n", "\n", "- $\\zeta(2) = \\frac{\\pi^2}{6} \\approx 1.6449$ (Basel problem)\n", "- $\\zeta(3) \\approx 1.2021$ (Apéry's constant)\n", "- $\\zeta(4) = \\frac{\\pi^4}{90} \\approx 1.0823$\n", "\n", "### Power-Law Area Distribution\n", "\n", "We use the zeta function to generate a sequence of decreasing areas:\n", "\n", "$$A_i = \\frac{A_0}{i^p}$$\n", "\n", "where $A_0$ is the initial area and $p > 1$ is the exponent. The total area sums to:\n", "\n", "$$\\sum_{i=1}^{\\infty} A_i = A_0 \\cdot \\zeta(p)$$" ] }, { "cell_type": "code", "execution_count": 2, "id": "zeta-values", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:17.194555Z", "iopub.status.busy": "2026-10-25T01:41:17.194452Z", "iopub.status.idle": "2026-10-25T01:41:17.397017Z", "shell.execute_reply": "2026-10-25T01:41:17.396092Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Riemann Zeta Function Values:\n", " ζ(2) = π²/6 = 1.644934\n", " ζ(3) = 1.202057 (Apéry's constant)\n", " ζ(4) = π⁴/90 = 1.082323\n" ] } ], "source": [ "# Visualize the zeta function\n", "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", "\n", "# Plot zeta(s) for real s > 1\n", "s_values = np.linspace(1.01, 5, 200)\n", "zeta_values = [zeta(s) for s in s_values]\n", "\n", "axes[0].plot(s_values, zeta_values, 'b-', lw=2)\n", "axes[0].axhline(y=1, color='gray', linestyle='--', alpha=0.5)\n", "axes[0].set_xlabel('s', fontsize=12)\n", "axes[0].set_ylabel(r'$\\zeta(s)$', fontsize=12)\n", "axes[0].set_title(r'Riemann Zeta Function $\\zeta(s) = \\sum_{n=1}^{\\infty} n^{-s}$', fontsize=12)\n", "axes[0].grid(True, alpha=0.3)\n", "axes[0].set_xlim(1, 5)\n", "axes[0].set_ylim(0.5, 10)\n", "\n", "# Mark special values\n", "special = [(2, np.pi**2/6, r'$\\zeta(2) = \\pi^2/6$'), \n", " (3, zeta(3), r'$\\zeta(3)$'),\n", " (4, np.pi**4/90, r'$\\zeta(4) = \\pi^4/90$')]\n", "for s, val, label in special:\n", " axes[0].plot(s, val, 'ro', markersize=8)\n", " axes[0].annotate(label, (s, val), textcoords=\"offset points\", \n", " xytext=(10, 10), fontsize=10)\n", "\n", "# Plot power-law area distributions\n", "i_values = np.arange(1, 51)\n", "for p in [1.2, 1.5, 2.0, 3.0]:\n", " areas = 1 / i_values**p\n", " axes[1].semilogy(i_values, areas, 'o-', markersize=3, label=f'p = {p}')\n", "\n", "axes[1].set_xlabel('Shape index i', fontsize=12)\n", "axes[1].set_ylabel(r'Area $A_i = A_0/i^p$', fontsize=12)\n", "axes[1].set_title('Power-Law Area Distributions', fontsize=12)\n", "axes[1].legend()\n", "axes[1].grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Print some zeta values\n", "print(\"Riemann Zeta Function Values:\")\n", "print(f\" ζ(2) = π²/6 = {np.pi**2/6:.6f}\")\n", "print(f\" ζ(3) = {zeta(3):.6f} (Apéry's constant)\")\n", "print(f\" ζ(4) = π⁴/90 = {np.pi**4/90:.6f}\")" ] }, { "cell_type": "markdown", "id": "tiling-intro", "metadata": {}, "source": [ "## 4.2 Single-Shape Zeta Tilings\n", "\n", "We generate tilings by placing shapes with areas following the zeta distribution. Each shape $i$ has:\n", "\n", "- **Area**: $A_i = A_0 / i^p$\n", "- **For circles**: radius $r_i = \\sqrt{A_i / \\pi}$\n", "- **For squares/triangles**: side length $s_i = \\sqrt{A_i}$\n", "\n", "Shapes are placed randomly without overlap, creating a packing that exhibits self-similar properties." ] }, { "cell_type": "code", "execution_count": 3, "id": "single-shape-tiling", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:17.398943Z", "iopub.status.busy": "2026-10-25T01:41:17.398854Z", "iopub.status.idle": "2026-10-25T01:41:17.712900Z", "shell.execute_reply": "2026-10-25T01:41:17.711126Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Total area covered (theoretical): A₀ · ζ(2) = 1.6449\n" ] } ], "source": [ "def generate_tiling(\n", " shape_type='Circle',\n", " A_plane=100.0,\n", " A0=1.0,\n", " p=2.0,\n", " n_shapes=200,\n", " max_particle_size=5.0,\n", " random_orientation=True,\n", " seed=42\n", "):\n", " \"\"\"Generate a zeta-distributed tiling with a single shape type.\n", " \n", " Parameters:\n", " - shape_type: 'Circle', 'Square', or 'Triangle'\n", " - A_plane: Total area of the plane\n", " - A0: Initial area (largest shape)\n", " - p: Zeta exponent (must be > 1 for convergence)\n", " - n_shapes: Maximum number of shapes to place\n", " - max_particle_size: Maximum size constraint\n", " - random_orientation: Whether to randomly rotate shapes\n", " - seed: Random seed for reproducibility\n", " \"\"\"\n", " random.seed(seed)\n", " np.random.seed(seed)\n", " \n", " # Generate areas: A_i = A0 / i^p\n", " areas = []\n", " i = 1\n", " while len(areas) < n_shapes:\n", " area = A0 / (i**p)\n", " if area <= 0:\n", " break\n", " size = np.sqrt(area / np.pi) if shape_type == 'Circle' else np.sqrt(area)\n", " if size <= max_particle_size:\n", " areas.append(area)\n", " i += 1\n", "\n", " # Compute dimensions\n", " if shape_type == 'Circle':\n", " sizes = [np.sqrt(area / np.pi) for area in areas] # Radii\n", " else:\n", " sizes = [np.sqrt(area) for area in areas] # Side lengths\n", "\n", " # Define plane dimensions\n", " L = np.sqrt(A_plane)\n", "\n", " # Store positions\n", " positions = []\n", "\n", " def is_overlapping(x_new, y_new, size_new, positions):\n", " for x, y, size, angle in positions:\n", " if shape_type == 'Circle':\n", " distance = np.hypot(x_new - x, y_new - y)\n", " if distance < (size_new + size):\n", " return True\n", " else:\n", " distance = np.hypot(x_new - x, y_new - y)\n", " radius_new = size_new * np.sqrt(2) / 2\n", " radius = size * np.sqrt(2) / 2\n", " if distance < (radius_new + radius):\n", " return True\n", " return False\n", "\n", " # Place shapes without overlap\n", " for size in sizes:\n", " max_attempts = 1000\n", " for attempt in range(max_attempts):\n", " x = random.uniform(size, L - size)\n", " y = random.uniform(size, L - size)\n", " angle = random.uniform(0, 360) if random_orientation else 0\n", " if not is_overlapping(x, y, size, positions):\n", " positions.append((x, y, size, angle))\n", " break\n", "\n", " return positions, L, areas\n", "\n", "\n", "def plot_tiling(positions, L, shape_type, title_suffix=''):\n", " \"\"\"Plot a tiling given positions and plane size.\"\"\"\n", " fig, ax = plt.subplots(figsize=(8, 8))\n", " \n", " colors = {'Circle': ('blue', 'lightblue'),\n", " 'Square': ('green', 'lightgreen'),\n", " 'Triangle': ('red', 'salmon')}\n", " edge, face = colors.get(shape_type, ('black', 'gray'))\n", " \n", " for x, y, size, angle in positions:\n", " if shape_type == 'Circle':\n", " shape = plt.Circle((x, y), size, edgecolor=edge, facecolor=face, alpha=0.6)\n", " elif shape_type == 'Square':\n", " shape = patches.Rectangle(\n", " (x - size/2, y - size/2), size, size,\n", " edgecolor=edge, facecolor=face, alpha=0.6\n", " )\n", " transform = plt.matplotlib.transforms.Affine2D().rotate_deg_around(x, y, angle)\n", " shape.set_transform(transform + ax.transData)\n", " elif shape_type == 'Triangle':\n", " h = size * np.sqrt(3) / 2\n", " points = np.array([\n", " [x, y + 2*h/3],\n", " [x - size/2, y - h/3],\n", " [x + size/2, y - h/3]\n", " ])\n", " shape = patches.Polygon(points, closed=True, \n", " edgecolor=edge, facecolor=face, alpha=0.6)\n", " transform = plt.matplotlib.transforms.Affine2D().rotate_deg_around(x, y, angle)\n", " shape.set_transform(transform + ax.transData)\n", " \n", " ax.add_patch(shape)\n", "\n", " ax.set_xlim(0, L)\n", " ax.set_ylim(0, L)\n", " ax.set_aspect('equal', 'box')\n", " ax.set_title(f'Zeta Tiling: {shape_type}s{title_suffix}', fontsize=12)\n", " ax.set_xlabel('X')\n", " ax.set_ylabel('Y')\n", " ax.grid(True, alpha=0.3)\n", " return fig, ax\n", "\n", "\n", "# Generate and plot tilings for each shape type\n", "fig, axes = plt.subplots(1, 3, figsize=(15, 5))\n", "\n", "for ax, shape_type in zip(axes, ['Circle', 'Square', 'Triangle']):\n", " positions, L, areas = generate_tiling(\n", " shape_type=shape_type,\n", " A_plane=100.0,\n", " A0=1.0,\n", " p=2.0,\n", " n_shapes=200,\n", " max_particle_size=5.0,\n", " seed=42\n", " )\n", " \n", " colors = {'Circle': ('blue', 'lightblue'),\n", " 'Square': ('green', 'lightgreen'),\n", " 'Triangle': ('red', 'salmon')}\n", " edge, face = colors[shape_type]\n", " \n", " for x, y, size, angle in positions:\n", " if shape_type == 'Circle':\n", " shape = plt.Circle((x, y), size, edgecolor=edge, facecolor=face, alpha=0.6)\n", " elif shape_type == 'Square':\n", " shape = patches.Rectangle(\n", " (x - size/2, y - size/2), size, size,\n", " edgecolor=edge, facecolor=face, alpha=0.6\n", " )\n", " transform = plt.matplotlib.transforms.Affine2D().rotate_deg_around(x, y, angle)\n", " shape.set_transform(transform + ax.transData)\n", " elif shape_type == 'Triangle':\n", " h = size * np.sqrt(3) / 2\n", " points = np.array([\n", " [x, y + 2*h/3],\n", " [x - size/2, y - h/3],\n", " [x + size/2, y - h/3]\n", " ])\n", " shape = patches.Polygon(points, closed=True, \n", " edgecolor=edge, facecolor=face, alpha=0.6)\n", " transform = plt.matplotlib.transforms.Affine2D().rotate_deg_around(x, y, angle)\n", " shape.set_transform(transform + ax.transData)\n", " \n", " ax.add_patch(shape)\n", " \n", " ax.set_xlim(0, L)\n", " ax.set_ylim(0, L)\n", " ax.set_aspect('equal', 'box')\n", " ax.set_title(f'{shape_type}s (n={len(positions)})', fontsize=12)\n", " ax.grid(True, alpha=0.3)\n", "\n", "plt.suptitle(r'Single-Shape Zeta Tilings ($p = 2.0$, $A_0 = 1.0$)', fontsize=14)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f\"Total area covered (theoretical): A₀ · ζ(2) = {1.0 * zeta(2):.4f}\")" ] }, { "cell_type": "markdown", "id": "exponent-effect", "metadata": {}, "source": [ "## 4.3 Effect of Exponent p\n", "\n", "The exponent $p$ controls the size distribution:\n", "\n", "- **$p \\to 1^+$**: Slower decay, more similar-sized shapes, higher total area\n", "- **$p = 2$**: Quadratic decay (Basel problem distribution)\n", "- **$p > 2$**: Faster decay, more small shapes dominate" ] }, { "cell_type": "code", "execution_count": 4, "id": "exponent-comparison", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:17.716185Z", "iopub.status.busy": "2026-10-25T01:41:17.716063Z", "iopub.status.idle": "2026-10-25T01:41:18.635276Z", "shell.execute_reply": "2026-10-25T01:41:18.634970Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare different exponents\n", "fig, axes = plt.subplots(2, 2, figsize=(12, 12))\n", "axes = axes.flatten()\n", "\n", "exponents = [1.2, 1.5, 2.0, 3.0]\n", "\n", "for ax, p in zip(axes, exponents):\n", " positions, L, areas = generate_tiling(\n", " shape_type='Circle',\n", " A_plane=100.0,\n", " A0=1.0,\n", " p=p,\n", " n_shapes=500,\n", " max_particle_size=5.0,\n", " seed=42\n", " )\n", " \n", " for x, y, size, angle in positions:\n", " circle = plt.Circle((x, y), size, edgecolor='blue', \n", " facecolor='lightblue', alpha=0.6)\n", " ax.add_patch(circle)\n", " \n", " ax.set_xlim(0, L)\n", " ax.set_ylim(0, L)\n", " ax.set_aspect('equal', 'box')\n", " ax.set_title(f'p = {p}, ζ(p) = {zeta(p):.3f}, n = {len(positions)}', fontsize=11)\n", " ax.grid(True, alpha=0.3)\n", "\n", "plt.suptitle('Effect of Exponent p on Circle Tilings', fontsize=14)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "multi-shape-intro", "metadata": {}, "source": [ "## 4.4 Multi-Shape Zeta Tilings\n", "\n", "We can extend the tiling to include multiple shape types, randomly selecting the shape for each area. This creates more complex packings reminiscent of natural patterns." ] }, { "cell_type": "code", "execution_count": 5, "id": "multi-shape-tiling", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:18.638421Z", "iopub.status.busy": "2026-10-25T01:41:18.638352Z", "iopub.status.idle": "2026-10-25T01:41:18.840575Z", "shell.execute_reply": "2026-10-25T01:41:18.839656Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA8wAAAPeCAYAAADZNpP+AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjIsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvgI3uAAAAAAlwSFlzAAAPYQAAD2EBqD+naQAA7adJREFUeJzs3Xd8FHX+x/HXbEnvDQIk9BqKdEREkKpgA+yeglhQz17Os/zsvWM9ezsLNhT1FFEsKCi9hw6hhRTS+2bn90cuOWMCJGST2U3ez4d54M5+Z+a9u99s9rPzne8YpmmaiIiIiIiIiEg1NqsDiIiIiIiIiHgjFcwiIiIiIiIitVDBLCIiIiIiIlILFcwiIiIiIiIitVDBLCIiIiIiIlILFcwiIiIiIiIitVDBLCIiIiIiIlILFcwiIiIiIiIitVDBLCIiIiIiIlILFcwictRiYmKYNWtWo7WvK4fDwU033eTx7crRefrppzEMg4yMjHovs8Irr7xCXFwcBQUFR72NxngsgwYNYuLEiR7bnviOSy65hNatW1sdoxpvzCQNU1paSocOHXj88cetjiLi1VQwizRDXbp0wTAM+vTpU+v9S5cuxTAMDMPg4Ycf9ui+Q0JC+Pvf/97g7eTn5/PQQw/Rr18/wsPDiY2NZcSIEcyePZvs7OyGB/UCf//736teh8P9JCcn13vbnnod6pvV1z5Q5+Xlceedd3LrrbcSHBxc4/4tW7Zw5ZVX0q1bN4KCgoiMjOSYY47hmmuuYcOGDRYkbnqlpaW8+OKLDB48mKioKCIjIxk8eDAPPPAAqampVsfzSsccc0ydfl+mTZtmdVSfc9NNN2EYBjt37qz1/mHDhtGuXbumDeWj/Pz8uPPOO7n//vtJT0+3Oo6I11LBLNJMBQcHs27dOpYvX17jvjfffLPW4qCxZWRk8NJLLx2xXVlZGSeeeCKPPvoo//znP9m+fTtbt25lxowZ3Hvvvdx9992NH7YJPPfcc5imWevP+++/D0C7du2Ij4+3OGnNrCtXrgTgrrvuqrY8NTWV6667DtM0iYmJOew269quMb322mvk5uZyySWX1Ljvww8/pG/fvuzYsYNXX32VtLQ0UlJSePTRR1m5ciUnnnhiVVtveCyN5eyzz+a6665jxowZbNy4kd27d3Prrbfy6quvNsqIkeZg1apV1X4vnn32WQC+++67ass//vjjWtd/9dVX9WWENInzzz8fgBdeeMHiJCLeSwWzSDN1zDHH0LlzZ958881qy0tKSnj//fe9+sjGd999x9KlS7nrrrs455xziI6OJjw8nJkzZ7Jy5Uq6d+9udcRGtXr1ambOnElAQACfffYZ4eHhVkdqtl566SVOPfVUwsLCqi1fvXo1F154IZMnT+brr79m5MiRhISEEBoayvjx4/npp5+48sorLUrddDZs2MDcuXO54ooruPLKK2nVqhUhISFMnTqVlStXMnz4cKsjikgDBAQEMG3aNF555RXKy8utjiPilVQwizRjF154Ie+//z6lpaVVy+bOnUtubi5/+9vfarRPTU3FMAyefvrpGvf17t2byZMnH3JfGRkZGIZBQUEBzz//fNWQw7Fjx1a1qes5zAcPHgSgbdu2Ne5LSEjgiiuuqHW93377jSFDhhAQEEDnzp15/fXXa30cldkcDgdt27bl4osvrnE0p/K86AULFtC/f38CAgLo1q0bL7/8cq37fv311xk0aBBBQUGEhoYyceJEVqxYccTH+leZmZmcfvrpFBYW8q9//YtBgwbVa191eR3q+hwcrbqez1tbu7vvvhvDMMjNzeW6664jJiaGkJAQpkyZwoEDB2psY/78+QwaNIiAgAA6duzISy+9xMcff4xhGCxbtuyw+9+yZQubNm2qdqS40kMPPYTL5eLJJ5/EMIwa99tsNv7v//6vTo8lKyuLq6++mri4OCIjI6vu/+KLLxg9ejTh4eFEREQwfvx4Fi9efNjMAJ9//jkjR44kNDSUoKAgRowYwffff1+tzffff8/o0aOrvmwaPnw4H374IaZpHnH7f3a438WIiAhuueWWasvKy8u55557SEhIICgoiJEjR7J69WpOP/10evToUa1tQEAA1113XY3tTp48md69e9dYVtln7XY7cXFxnHnmmWzZsqVauy5dujBt2jTWrFnDiSeeSHBwcNWpCUVFRdx5551069YNf39/4uLimD59erV+73a7efDBB+nZsyfBwcEkJCRwzjnnHNVpEUcybdo0unTpwoEDBzjrrLOIiIhgxIgRQO3nC99xxx1Vz4HNZiMiIoJx48bxyy+/1LrdzMxMzj77bMLCwoiOjmbWrFkUFxfXyPHaa6/Ro0cPAgIC6Nu3L1999VVV362t/V8tXbqUU089laioKPz9/enTpw9vvPFGtTbr169nypQptG7dmuDgYPr168dTTz1V7W9TYztSzjlz5mAYBo8++mi19d5++20Mw6gaJQDVh9xXvodOnz6d/fv3V1u3sLCQa6+9tuqLpokTJ7Jz504GDRpU7T0ZwOVycf/999O9e3f8/f2JjY3lvPPOY8eOHdXaVf7eLFmyhGHDhhEQEECnTp145ZVXajzmjz/+mGHDhhEREUF0dDQnnngi3377bY12J554Inv37j2qv1kiLYEKZpFm7KKLLuLgwYPMmzevatkbb7zBuHHjav0A3BAxMTGYpklwcDBXXXVV1ZDDBQsW1HtbQ4cOxeFw8Mwzz9T4AHIomzdv5tlnn+Xf//43+/btY/LkycycOZOlS5dWa7du3bqqbHl5ecyZM4fly5czderUGt+ub9iwgRdffJGPPvqI3bt3c+GFFzJr1qxqH5wArr/+eq666iqmT5/Orl27SE5Opn379hx//PGsWbOmzo/b5XJx1llnsXPnTq699louvPDCGm2OtK+6vA71eQ6scvPNNzN8+HC2b9/O/Pnz+e2337j88surtfnxxx+ZNGkSSUlJbNq0icWLF5OSksK7775bp30sWrQIoNYvJb799lt69+5NQkJCgx/Lddddx/Dhw9m0aROPPfYYAE888QSnn346gwcPZuXKlaSkpHDLLbfU+mXVnz3zzDOcccYZjBkzhuTkZFJSUhg3bhwTJkyo+iC8efNmJk2axIABA9iwYQP79u3j6aefZu7cuezevbte2fv06UNYWBivvfZajeK0Ntdccw0PPfQQ99xzD/v27ePZZ5/llltuafBkaF9++WVVny0sLGT+/PlkZmZy0kknkZ+fX61teno6t956K08++STbtm1j1KhRlJaWMm7cON544w2eeOIJ0tPT+fHHH9m2bRsjR44kLy8PqPii5MEHH+Txxx8nLS2NZcuWMW3aNJ588skG5T8Ul8vFZZddxuWXX8727du57LLLDtn2/vvvr3oOysrKWL58OQkJCZx00kls3bq1Wtvy8nKuuuoqZs2axd69e3n55Zd54403uP/++6u1e+mll7jkkks455xzSElJ4YsvvuD999+v9VSe2nz33XeMGDGC8PBw/vjjD9LS0rjxxhu58sorqyaSKi4uZuzYsZSXl/Pbb7+RmZnJe++9x969e2t80dNY6pLzrLPO4uqrr+a2227jp59+AmDt2rXMmjWLs88+m6uvvrpqe38ecp+Xl8fHH39c9cXQn99Dzz77bN555x3+9a9/sW/fPu6++27+/ve/1/pFxHnnncdDDz3EHXfcQVpaGvPnzyc5OZlhw4axZ8+eam23bt3K008/zdtvv82+ffs444wzuOyyy1iyZElVm19++YWzzjqLM844g23btrFjxw7uuecennnmmRrv80OGDAHg559/buAzLdJMmSLS7HTu3Nk87rjjTNM0zRNPPNGcPHmyaZqmuWfPHtNms5kffvihuXHjRhMwH3rooar19u/fbwLmU089VWObSUlJ5qRJk6oti46ONi+//PJqy4KDg82rrrqq1ly1tT+U1157zQwLCzPtdrs5bNgwc9asWeb7779vZmdn12hrt9vNVq1amYWFhVXLiouLzYiICPPSSy894r4WLFhgAuaqVauqbTMqKsrMz8+v1vb00083IyIiqva1atUqEzDvu+++au3Ky8vNpKQk87TTTqvT4zVN07z22mtNwDzxxBPNsrKyGvfXZ1+Hex1qU9tzcDgrV640AfOuu+6qcd9TTz1lAmZ6enq9l911110mYM6ePbvaNh944AETMFNTU6uWHXfccWbHjh1Nl8tVre2oUaNMwFy6dOlhH8Pdd99tAua+ffuqLc/OzjaBqt+bujjcY3nkkUeqtd23b5/p5+dnXnjhhYfd5sCBA80JEyZU3T5w4IAZEBBgzpw5s0bbiRMnmv369TNN0zTffPNNEzB37dpV5/yH89VXX5mtWrUyDcMwjznmGPPiiy8233jjDfPAgQPV2u3YscO02WzmP/7xj2rLt27datrtdrN79+7Vlvv7+5vXXnttjf1NmjTJTEpKOmKurVu3moA5d+7cqmWdO3c2HQ6HuXPnzmptn3/+eRMwFy5cWG353r17TX9/f/Oxxx4zTdM0x44dax5//PFH3Hd9PfvssyZgfvfdd1XLpk6dagLmV199VaP9zJkzzVatWh1xu+Xl5WZYWJh5991319juDz/8UK3tueeea8bGxlbdLi0tNWNiYsyTTjqpWruSkhKzbdu2JmAWFRUdMpPb7TY7depkDh482CwvL6+2jVtvvdUMCQkx8/Lyqt63Pv/88yM+nrq48cYbTeCwP23btq13zsrnZNiwYWbr1q3N5ORks2vXrmaPHj2q7j+cH3/80QTMZcuWmaZpmr/88osJmM8//3y1dr///rsJmGPGjKla9ttvv5mA+eCDD1Zru2PHDtPhcFT7u+nv72/GxsZW+9tUUlJiRkdHmzNmzKhadv/995s2m63WvyV/lZ+fbwLm1VdffcS2Ii2RjjCLNHPTp0/nm2++4cCBA7z11luEh4dz2mmnWR0LqD7M0jCMquGIABdffDH79u3j008/Zdy4cezatYvp06fTuXNnvvjiixrbOvHEEwkMDKy67e/vT9euXdm+fXu1dqtWraoaGuhwOKoNV/7rUZoxY8bUmBzt9NNPJzs7u2ro2pdffgnAmWeeWa2dzWZj9OjRVUcqjuTtt9/mmWeeoUOHDsyZMweHw1Gjjaf2VZ/nwCqTJk2qdrtyiG7l8MTi4mKWLFnCSSedhN1ur9b21FNPrdM+KmdbDw0NbWDaw/trngULFlBaWsp5551Xr+189913FBcX13j9AcaOHcvq1avJycmhT58+GIbBzJkz+fbbbyksLGxQ/pNPPpmUlBS++eYbpk6dWjXE/K/DQBcuXIjb7a7xeDt37nzIGfvravv27Vx44YW0a9cOp9OJYRh06dIFqNln+/XrR/v27astmzdvHjExMYwaNara8jZt2tCzZ8+q351+/frx66+/cvvtt7N27dp6D2GvL6fTWedLh2VnZ3PDDTfQtWtX/P39q4an5+bm1ngOgoKCGD16dLVlvXv3Jj09veqI/Lp168jIyOCUU06p1s7Pz48JEyYcMc+GDRvYvn07U6dOxWar/nFy7Nix5Ofns3z5cjp06EBYWBi33XYbc+bMqRrm31A7duyodcLEoUOHHlVOqHg95syZg8vl4phjjmHfvn18/PHHhISEVFtvzZo1TJ06tdp7aGXfqnwtFi5cCFDj+R0yZAhxcXHVllUeaZ8yZUq15R06dGDgwIE1jsSPGjWq2t8mPz8/unXrVu3vXb9+/XC73Zx77rn8/PPPhx3+HhwcjN1ubzZXoBDxNBXMIs3c1KlTCQwM5N133+XNN9/k3HPPxd/fv97baewPjrUJDg7m1FNP5d577+Xrr78mOTmZ0NBQzj///BofumqbSTosLKzaB4Bdu3YxYsQIiouLmT9/Pnl5eZimWTWMraysrNr6rVq1qrHNymWVQ0wrz39MSkrC4XBgt9ux2WzYbDaee+45srOzcbvdh32cy5Yt4/LLLycoKIi5c+cSHR1daztP7Ku+z4FV/vp6Vk7KVfl6ZmdnU15eXuODJ1DrstpEREQAkJubW215eHg44eHhpKSk1DN17f56+kNaWlqty4+k8vWfNGlSjde/8jrkmZmZDBgwgI8++ojs7GxOOukkIiIiGDlyZNXM60fDz8+P8ePHc8cdd/Dpp5+yY8cOevXqxRVXXMHGjRur9g2H/72pi7++1+Tm5jJixAg2btzIJ598QlZWVtWM7FCzz9b2vKamppKRkYHD4aj23BmGwapVq6qy33vvvdx00028+eab9O3bl9jYWM4///yqx+hp8fHxNYq4Q5k8eTIffvghzz33HAcOHMDtdmOaJq1bt67xHNR2ebe//g5VPuaj/R2qfP5vu+22que08nmt/AIuMzOT8PBw5s+fT3x8PBdccAExMTH079+fJ554okneb+qas1JCQgLjx4+nuLiYU045haSkpGrb2717NyNGjCA/P59vv/226j20cs6EysdUn+e3sm1tr1vr1q1rnNJQl793kydP5uWXX2bjxo2ccMIJhIeHM378eL755psa6xYUFFBeXl5tjgUR+R8VzCLNXFBQEGeeeSYPPPAAW7ZsYcaMGYdsWzkbc+X5fH+2b98+j2f783mJpmlWnVN6KB06dGD69Onk5+ezatWqavfVNjHTX33yyScUFBTw0ksv0bdv36oj0n+dVKVSbZNMVS6rLGorLyO0a9cuXC4X5eXluN3uqg+zpmke9gPxgQMHOOOMMyguLub111+nX79+h2zb0H0dzXNglSO9nhEREdjt9qri889qW1abyqOQtU12NnHiRNatW1fj3MGj4XQ6q92OjY0FYO/evfXaTuXr/9NPPx3y9e/UqRNQ8UXZ0qVLyczM5NNPPyUsLIzzzjuPDz74oMGPpzLLVVddRXl5edVEZZW/E4f7vfmz8PDwWt9r/vq8LFiwgP379/PEE08wdOjQqqN9h+qzf32+K/N26NABl8tV7bmrfN5+++03oOL98pFHHmHv3r1s2bKFBx54gEWLFnH88cc3ytG32rLWZvv27fz666/84x//YMKECURERGAYBkVFRbU+t3V5P6x8vY72d6iyP86ePbvqOf3r81p5xHTo0KF89913ZGdn88MPPzB06FBuuukm7rzzziPup6HqkxPggw8+4L333mPo0KF88MEHzJ07t9r2PvvsM/Ly8njxxRfp16/fId9D6/P8RkVFAYf+3fnr5erq8voCXHrppaxbt44DBw7wzjvvUFRUxMknn1xjorjKuUL+OjJDRCqoYBZpAWbMmEFWVhZJSUm1TnBUKTAwkPj4eNatW1dt+aJFi+r8YTE4OJiSkpKGxGXevHnMnz+/1vsqP0xXHh08Gn89wv7222/X2u6HH36oMZz1888/Jzw8nIEDBwJUzRz+4Ycf1jtHWVkZ06ZNY8+ePdxyyy2cffbZh21fn30d6XWo63PgrQICAhg2bBjffPNNjQlsKoeuH0nlKQC1zab9z3/+s2qm9NpGV7jdbu65556jSA7jxo3Dz8+P9957r17rjR8/Hn9//3r1tcjISCZPnsynn36KzWar96Q+S5cuPWTf+Ovv4qhRozAMo9okg1BRSKxdu7bG+p07d67xXrNjxw42bNhQ6/4a0mdPOeUUdu7cyR9//FHndbp06cLll1/OPffcQ2Zm5iFzNaW/PgfvvPPOUY/+6d27NzExMXz11VfVlpeVlR3y/ffP+vTpQ/v27fnoo4/qnCEoKIhRo0bx0ksvkZSU1CSTTNUn58aNG7n00ks57bTT+O2335gwYQLTp0+vcWoPHLk/Vg6J/+vzu3Tp0hoF85gxY4CKYvzPdu3axfLly6vuP1pxcXFMmzatqr/8tWCu/L04/vjjG7QfkeZKBbNICzBixAhM06zx4bQ2l156KXPnzuWTTz4hPz+fn3/+maeffppu3brVaV+9e/dm8eLFDbpEUU5ODhMnTuSyyy5j9erVlJSUsHfvXh5//HFef/11xo4dS//+/eu93YkTJ+J0OrnxxhtJS0tj79693HTTTTXOU640ePBgLrroIrZt20ZGRgYPPfQQc+fO5e677646qjBw4ECuv/56br/9dp544gl2795NYWEh69ev59FHH+Xaa689ZJ5//OMfLFq0iAkTJvDQQw8dMX999nWo16G+z4E3u//++9m1axeXXHIJu3fv5sCBA9x55501rql8KF26dKFHjx788MMPNe7r168fb731FnPnzuWUU05h0aJFFBQUkJeXx/z58znhhBN48cUXjyp3fHw8DzzwAO+88w633HILO3bsIDc3l++///6wX5rEx8fzyCOP8Pzzz3P77bezfft2ioqK2LRpEy+99FLVOdGzZ8/mxhtvZPny5eTn55OVlcXs2bNxu93Vzmt96aWXMAzjsEedS0pKuOiii5g2bRqLFy+mqKiItLQ0Xn/9dR588EGSkpI4+eSTAejYsSOXX345Tz/9NG+++SY5OTmsWbOGK6+8kmHDhtXY9qWXXsoff/zBiy++SF5eHitWrOD666+vmrG30vHHH09ERAR33HEHKSkppKen89hjj9XrXNjLL7+cESNGMG3aND766CPS09PJycnhjz/+4Nprr+XVV18FKs4hfeWVV9i6dSslJSVs3bqV9957j5iYmGqXuhoxYkSt8ww0lo4dO9K7d2+efPJJ1qxZQ25uLh988AEfffQR7dq1O6ptOp1O7rvvPr766ivuu+8+0tPT2bVrFzNnzuSYY4454vo2m41XXnmFxYsXc8EFF7B27VqKiorYuXMnc+bMqSq+5s+fz9/+9jd++uknMjMzKSgo4NNPP2Xr1q3V+uOSJUswDINbb731qB5PQ3MWFBQwbdo0WrVqxVtvvYXNZuPf//43YWFhTJs2rWpm6wkTJuDn58dNN91EWloa+/bt4x//+EeNAnrEiBFMmjSJ22+/nS+++IK8vDx+//137rvvvhrDvIcPH86UKVO4//77ee+998jJyWHVqlVMmzaN8PBwbr/99no/7jvvvJO77rqLNWvWUFhYSFpaGi+88AKGYXDCCSdUa/vDDz/Qtm1bBgwYUO/9iLQEKphFpJrbbruNmTNnctlll9G6dWuefvppXnjhhToPHXzqqacIDQ2lY8eONa7/W1dnnXVW1bmKU6dOJSwsjB49evDBBx9w3333MW/evDoPSfuzXr168emnn7J+/Xo6dOjAcccdR0xMDLfddlut7ZOSkrj00kuZMmUKbdu25fXXX+f555+vce3YJ598ktdff53PP/+cpKQkYmNjOffcc8nOzj7sh7/Kb/W//fZb7HZ7tQnQ/vzz54Kmrvs61OtQ3+fAm40aNYqvvvqKtWvX0rVrV4YNG0bbtm2ZNm0aUPMIUG1mzZrFF198UeM8ZoBzzjmHNWvWkJCQwIwZM4iJiSEhIYGbb76ZAQMG1Fpo19VNN93EJ598wuLFi+nTpw8dOnTg0UcfrfW6xH927bXX8vXXX7Ns2TIGDRpEVFQUp59+OuvXr+fee+8FKkaUJCYmcsUVVxAfH0+XLl34/PPPmTNnTrUJwyonf2rTps0h9zd8+HDmz59PcHAwM2bMICoqio4dO/LUU09x9dVX88svvxAQEFDV/rnnnuOWW27hjjvuoHXr1lxxxRU8+OCDNYaUQsWEhHfeeSf33nsvcXFx3HzzzTz22GM1Ro/Exsby9ddfU1hYSK9evejbty9paWnMnj37SE9zFX9/fxYsWMAVV1zBfffdR2JiIh07duTaa6+lW7duVV82PPjgg6xYsYKTTz6Z8PBwRo8eTevWrVm0aFG1L2Ly8/MP+7x5mmEYfP7553Tv3p2RI0fSoUMH5s2bxwcffFBj0rv6mDVrFq+++irvvvsu7dq1Y/LkyZx99tlV12r38/M77Prjxo3jjz/+wOVyMW7cOCIiIhgzZgyff/551eWaRo8ezUknncQ999xDt27diI+P57777uORRx6p6rNQt/54tOqS87LLLmPHjh188sknVacnRUdHM2fOHNatW8c111wDQPfu3Zk7dy6bNm2iQ4cOHHvssYSHh1e7LnulOXPmcP7551ddV/uuu+5i9uzZGIZR4/3pgw8+4Oabb+auu+4iNjaWsWPH0rlzZ5YsWXJUl7e79tpr8fPz46KLLiI2NpbevXuzatUqvv32W4477riqdiUlJXz88cdceumlDepLIs2ZYVoxk4+IiJdzOBxcd911VR+mxHc88sgj3HrrraSlpVWdL3wo+fn5dOnShVtuuYUbbrihiRJ6h1NOOYWcnJwmGRZ7+umnk5ycTHJycqPvq7FlZWURExPDSy+9xKWXXmp1nEbxt7/9jfnz59d6Tm1jufPOO3n11VfZtm0bQUFBTbZfK0RGRjJlyhRee+01q6Pw2muvceONN7Jly5Yjvl+KtFQ6wiwiIs3Kp59+Ss+ePev04S8kJIT777+fhx9+mIKCgiZI5x1cLhc///xznU4FkOoWLlxIp06dDjuBoi8rKCjgm2++qTFst7F9//333HHHHc2+WP7hhx/Izs5u8ue3NqWlpdx3333ccccdKpZFDqPpTsARERHxsLPOOovrr7+ePn36kJqayqOPPsoff/zBnDlz6ryNSy65hEsuuaQRU3ofh8NBTk6O1TF80pQpU2pcL9dXbdmyhWeeeYbLLruMzp07s23bNm655Rby8vKa/DSNypnKm5M33niDwsJCJk+eTGRkJL/++iuzZs0iKSnpiJM8NgU/Pz927txpdQwRr6cjzCIi4rPOP/98/vGPf5CQkEC/fv1Yt24dn332WbVzdUWkdp07dyYpKYkZM2bQqlUrRo4cCVRcuqwuE3/J4Z1++uls3ryZsWPHEhsbyyWXXML48eNZuHBhneZYEBHvoHOYRURERERERGqhI8wiIiIiIiIitVDBLCIiIiIiIlKLZj/pl9vtZt++fYSGhh7VdVtFRERERESkeTFNk7y8PNq0aYPNdujjyM2+YN63b99RXfBdREREREREmrfdu3fTrl27Q97f7Avm0NBQAHbt2kVERIS1YcTnud1u0tPTiY2NPew3USJ1of4knqT+1IhKSjDvvBNj1izo1MnqNE1C/Uk8Sf2p+TM/+xQjIREGDWrU/XiyL+Xm5pKQkFBVLx5Ksy+YK4dhh4WFERYWZnEa8XVut5vi4mLCwsL0hi8Npv7ke4qziwmICLA6Rq3UnxpRWRmcfTYkJEAL+Syh/iSepP7UAlw0vUl20xh96Uin7Tb7gllERKShTLfJqjdXsfvH3bQf156kM5NwBOhPaIvhdMLo0VanEBERC+grHhERkSPI3JxJyrcpRIVEsfPrneTuzbU6koiIiDQBFcwiInXhdsPXX4NpWp1ELOAIdOAIcZC5PxNbgI3QNoc/30lERESaB40nk3rbuBHi40FzqEmLkpqKuXEjxoknQoB3nsMqjSeifQSDrh1E2ro0Oo3thDPQaXUkERHxAuXl5ZSVlVkdo8Vwu92UlZVRXFx8xHOYnU4ndru9wftUwSz1kpkJGzaXs3GjnSlTrE4j0oTatMG48UarU4iFWvVtRau+rayOISIiXsA0TVJTU8nOzrY6SotimiZut5u8vLwjTtYFEBERQevWrevU9lBUMEu9REVBbKS9pVxVQ0RERESkhspiOS4ujqCgoAYVZFJ3pmnicrlwOByHfc5N06SwsJC0tDQA4uPjj3qfKpilXgwDRo60OoWIiIiIiDXKy8uriuXo6Gir47QodS2YAQIDAwFIS0sjLi7uqIdna9IvERERERGROqo8ZzkoKMjiJHIkla9RQ84zV8EsIiIiIiJSTxqG7f088RqpYBYREREREREAcnJy2LRpU4O3s3v3bvbt2+eBRNbyinOYs7KycLvdhz0HIC8vj9BQXfdSRERERES8T0oKZGQ03f5iYiAx8ejWLS8vZ/fu3TgcDtq2bVvtSOy8efO46aabSE1NbVC+66+/npiYGF566aUGbcdqlhbMn3/+OS+++CLff/89/fr1Y9myZdXuT01N5eGHH+bf//43xcXF2O12Lr30Uh588EGcTl0Dszlbn7YewzDoFdvL6igiIiIiIoeVkgI9e5oUFjbdMO2gIJONG416Fc35+fncdtttvPXWW4SEhOBwOMjKyuJvf/sbd911F3FxcURERNCjR4/GC+5jLCuYS0pKeP3117nmmmvo1q0bv/32W4023377LR07diQ5OZno6GhWrVrF+PHjsdvtPPzwwxaklqayIWMDJeUlKphFRERExOtlZEBhocG1j2XRrpOr0fe3Z7uDZ26OJCOj7keZS0pKGDNmDMXFxSxatIg+ffoAUFRUxNtvv8369euJi4vj+OOPp2vXrlXrZWVlkZGRQdeuXTl48CCpqal07969atbpwsJC9u/fT/v27XE4jlxe5ufnk5qaSkJCAv7+/vV/8E3MsoLZ39+fzz//HID58+fX2uaiiy6qdvuYY47h/PPP56uvvlLB3MxN6zkNl7vx32xERERERDylXScXnZK88zPsv/71L5YvX87atWvp2bNn1fLAwEAuv/zyqtt/HZL94Ycfcv/993PiiSfy9ddf07p1axYtWoS/vz/XXnstb731Fq1ataKgoIBHHnmESy65pNb9FxcXc/XVV/PBBx8QFxdHamoqF198MU899VSdCm2r+NykXzt27KBVq1ZWx5BGZhgGTruG3YuIiNRXVlEWV3x9Bb/s+sXqKCI1fL/9e95b+x6maVodpcWZO3cuw4cPr1Ys19XevXuJj48nPT2ddevWERERwdVXX80PP/zA2rVrSUlJYefOneTk5BxyG9dffz3btm1j586dbNu2jW3btrFgwQKefPLJhjysRue9pXwt5s2bxxdffFF1ZLo2JSUllJSUVN3Ozc0FwO1243a7Gz2jNG9utxvTNNWXxCPUn8ST1J+kUpmrjFJXKYVlhUfdH9SfxJP+3J/mb59PRmEGU3tM9dmDI5WPp/IHoOKfpr/MVEWGurXdtWsXxx9//BG/rPjfY/rfv/7+/txzzz1Vt3Nzc3nrrbd466236Nq1K6ZpEhISwg033FBt+5XPUX5+Pq+99hqvvPIKaWlpHDhwANM0mTRpEnPnzuXmm2+u12P+879HalvZ9/76flbX9zefKZgXL17Meeedxx133MEpp5xyyHYPPfRQ1Yv5Z+np6ZSWljZmRGkB3G43OTk5mKaJzeZzAzTEy6g/iSepP8mf3T/4fgzDIC0t7ajWV38ST/pzf7qi+xW4TBdZmVlWxzpqZWVluN1uXC4XLlfF8OvycoCm/wKgvNyFq44jwJ1OJ/n5+VWZD73NcoCqdm63m/j4eOx2e9WyTZs24XK56NOnzyG3V/nFgsvlIjk5mbKyMh588MEaw6/j4+OPmKmSaZpV+epyjWWXy4Xb7SYzM7PGpNF5eXl12qdPFMy///47EydO5KqrruLee+89bNt//vOf3HDDDVW3c3NzSUhIIDY2loiIiEZOKs2d2+3GMAxiY2P1AUIaTP1JPEn9STxJ/Uk8qbn1p+LiYvLy8nA4HFXF33/nv2pydruDup7+269fP9asWXPE84UrJ/OqbGez2bDb7dXWCwkJAaC0tPSQ27PZbBiGgcPhICgoCIC3336bIUOG1C3wYdT1ikkOhwObzUZ0dDQBAQHV7vvr7UNuo97pmtjSpUuZMGECs2bNqtNEX/7+/rXOtmaz2ZrFL6hYzzAM9afmKjMT8+67YfAgjAsvOmJzT1B/Ek9SfxJPUn8ST2pO/amyEKz8AajDwc5GUZGhbm0vvfRSxo0bx4cffsg555xT4/6SkhL8/f3/9Jhq/xege/fuxMbG8tVXXzFw4MCq5WVlZdWK2crnqEePHsTGxvLRRx8xdOjQavstLS3Fz8+vTo/BNM1a8xxK5f5r63t17YuWFsyZmZmUlZVRWFiIy+WqmomtVatWGIbBypUrGT9+PFOmTOH666+vut9msxEXF2dldBFpbkwT8+23MXdtx8g+COPGQ3y81alEREREPGLs2LH83//9HzNmzGDdunVMnDgRh8PBpk2beOutt7jmmms4/fTT67Qtu93OI488wpVXXondbufEE09k8+bNfPLJJ3zxxRe1tn/yySe5+OKLcTqdTJ48mZycHL7++msCAwN57LHHPPxoPcfSgnnq1KkkJydX3T7mmGMA2L59O0FBQXz99df4+/vz9ddf8/XXX1e1Cw8PZ9OmTU0dt+UpKYHUVGjf3uokIo1vxw7443dwOjGzs2D+txgXTbc6lYiIiPiQPdubprw62v3cc889jB07ljfeeIMbb7wRh8NB9+7dufvuuxk5ciQAERER9OjRo2qdqKgounXrVmNbM2bMID4+npdeeom5c+fSt29fnnvuuar7ExMTiYyMrLp9wQUXkJiYyAsvvMA111xDfHw8kyZNOuRlqLyFYTbzOd1zc3MJDw8nKytL5zDXk/n447BiGcbpU2DqVOtOzvAibrebtLQ04uLimsWQIvkTtxs++wzy8qC4GMaMga5dG3mX6k/iOepP4knqT+JJza0/FRcXs2PHDjp27Fh1HmxKCvTsaVJY2HRjs4OCTDZuNEhMbLJdWq5yEjGHw1GnIdm1vVaVKuvEnJwcwsLCDrkNrz+HWSyUnoaZmwNffoExaRIEB1udSKTx2GwVXwyJSJMoK4Mff4S+faFVK6vTiIg0TGIibNxokJHRdPuMiWlZxbJVVDDLofXthxERiTFxIvx3ZjsRERFP2LcPDIebtWttKphFpFlITEQFbDOkglkOyTj/fKsjiIg0e+Xucuy2lnfKS8X0GDbatLE6iYiIyKH5/kkEIiJSpbS04hRs8Q1z1s/hsq8vY1HKIqujWKJ9e6jjpTRFREQsoYJZRKQZeellN88978blsjqJ1MXS/UvJNXNZtn+Z1VFERESkFhqSLSLSjMREGxQWaFJ7XzHzmJn8vud3xnceb3UUjyjOKebXh34lukc0x0w/xuo4IiIiDaaCWUSkGTnv3Ka7nIU0XI+YHvSI6XHkhj4ia1sW+TvzKTxQSN8L+mJzaCCbiIj4NhXMIiIi4hFxfeLo+beeBEUHqVgWEZFmQQWziIiIeITdaafbpG5WxxAREfEYFcwiIiIiIiINlJKTQkZhRpPtLyYohsRwXfi5salgFhERERERaYCUnBR6PN+DorKiJttnoDOQ5KuS61U0z58/n2effZYtW7YQGRnJ6NGjue6664iLi2vEpL5NBbOIiIiIiEgDZBRmUFRWxAXjL6BVVKtG39+Bgwd4d/67ZBRm1LlgnjdvHlOmTOHBBx/kkUceobCwkIULF3LhhRfyzTffNHJi36WCWURERERExANaRbUiIS7B6hi1evvttxk3bhw333xz1bJBgwZxww03VGv3n//8h/vvv5+srCwGDBjA6NGjefLJJ1m/fj0As2fPZsGCBXzxxRdV63z99dfcfPPNVW0WLVrEOeecA0BgYCDdunXjtttu47jjjqta59133+Vf//oXV1xxBc888wz79+9n9erVREZG8vHHH/P888+ze/duOnbsyHXXXcekSZMa7bk5HBXMItIiZWZCQAAEB1udRERERKTx+fv7s27dOgoKCgj+0wcgu91e9f+rV6/mtNNO46677uKMM87g+++/58orryQwMLCqTW5uLmlpadW2XVhYyN69e6tuDx48mCVLlgBQUFDAvHnzGDt2LGvXrqVLly4A5Ofn89tvv+FwOJg9ezZt27YlPDycl19+mXvvvZenn36afv36sWzZMs477zzef/99TjrppEZ5bg5HBbOItDiLFsGrb5YTFGhw+6022ra1OpGIiIhI47rlllsYO3Ys7du3Z9y4cQwdOpQJEybQs2fPqjaPPfYY48aN4/bbbwegV69erFixgs8++6xe+/L396ddu3ZVt7t3784PP/zA+++/z5133lmt7XvvvUd8fDwA5eXl3H777fzrX/9iypQpAHTt2pWNGzfy9NNPW1Iw6yKJItLirF0LpbjIyitnyxar04iIiIg0vr59+7JlyxaeeOIJAgICeOGFF+jVqxeXXXZZVZvVq1czYsSIausdf/zx9d6Xy+XiySefZMSIEXTq1Il27drx008/sXPnzmrt4uPjq4plgM2bN5ORkcHVV19Nhw4daN++PYmJiTz33HNs3bq13jk8QUeYRaTFGT0aNm91Eh4OAwZYnUZERESkaYSHh3PRRRdx0UUXAfCvf/2LWbNmceaZZzJu3DhKSkrw8/Orts5fb9fF/fffz1tvvcXTTz9Njx49CA4O5u9//zslJSXV2gUEBFS7XVxcDFScb929e/dq9zkc1pSuKphFpMXp0QOeekIDbERERKRlO++885g1axZ79uwBKoY/r127tlqb1atXV7sdFhZGXl5etWW7du2qdnv+/PlcdtllnHbaaVXLtm3bRr9+/Q6bp2vXrvj5+bFp0ybGjBlT437TNI/8oDxMnxhFRERERESauTvvvJMPP/ywqtgtKirigQcewM/Pr2r26iuuuIIPP/yQ77//HoClS5fyyiuvVNvO4MGDSU5OZtGiRQAkJyfzzDPPVGvTrl07fvzxR4qKiigvL+eBBx5g3bp1R8wYEhLCFVdcwd13381PP/0EQGlpKV9++SWzZ89u2BNwlHSEWURERERExAMOHDzgtfuZOnUqjz32GJdffjkOh4O8vDySkpL47LPP6NatGwCTJ0/m1ltvZfLkyfj5+RETE8P06dN58803q7Zz7LHHcuuttzJmzBhCQkJo1aoVU6dO5Y033qhq89BDDzF16lSio6MxDIPBgwczduzYOuV8/PHHCQkJ4YwzzsDlcmGaJieeeCKPPPJIvR+zJximFce1m1Bubi7h4eFkZWURERFhdRzxcW63m7S0NOLi4rDZNEBDGkb9STxJ/Uk8Sf1JPKm59afi4mJ27NhBx44dq87BTclJocfzPSgqK2qyHIHOQJKvSiYxPLHe62ZmZhIeHn7I84JLSkooKSkhLCyMuXPnMn36dLKzs6u1cblcFBUVERoaSlFREVlZWbRp06Zam+zsbBwOByEhIWRlZQEQGRkJVFxuKi8vj9atW9eawe12k5mZSVRUVNWlr0zTxOVy4XA4MAzjiI+ztteqUmWdmJOTQ1hY2CG3oSPMIiIiIiIiDZAYnkjyVclkFGY02T5jgmKOqlgGiI6OPuz9/v7++Pv7H7aNw+EgNDQUgMDAwGrXaq705wOWlYVypeDg4GrXg/4rm81GbGzsYTM0BRXM/2XOng35+Ri33WZ1FBERy+Sn5rNv2T66TOyCzeH7RwFERJrSypWQstvkxNEG/60jpAVJDE886gJWvJcK5kqBgdC8R6eLiBzR1m+3su+XfYTEh9BmYJsjryAiIlUcDrDZKn5EmouJEyeyYcMGq2NYRgXzfxmXXmp1BBERy3U9qSthbcOI7x9vdRQREZ/Tpw/06XPk8ypFfElAQECNc5NbEhXMIiJSJTgumE5jO1kdQ0RERMQraMCIiIiIiIiISC1UMIuIiIiIiIjUQgWziIiv+/prKCy0OoWIiIhIs6OCWUTEl5km5vz5sH271UlEREREmh0VzCIivswwMJ5+Gnr3tjqJiIiINDM//fQTt912W4vb959plmwREREREZGGSkmBjIym219MDCQm1qnp008/zbp16w55f2hoKE899VSN5Rs3bmTOnDk8+OCDRx3zaFm57z9TwSwiIiIiItIQKSmYPXpgFBU12S7NwECM5OQ6Fc09e/YkJCQEgNzcXG688Uauvvpq+vbtC1Rca7k2o0aNIjo62nOhfZAKZhERERERkYbIyMAoKsI15STMmKhG352RcRDHp/+pOKJdh4J5woQJVf+fmprKjTfeyPjx45k8eTIA8+fP59577+Xcc8/l7bff5sCBA7zwwgscOHCAlStXcuaZZwKwatUqnnvuOQCCgoLo2bMnF110EUFBQVXbnz9/PkuWLOH888/n448/JjU1leOOO45p06ZVy5SSksJrr71GQUEBgwYNon379nz22Wc8+uijh3wcxcXFvP3226xdu5bY2FhOPfVU+vfvX/cn7ijoHGYREfFN27fDli1WpxAREalixkRBm1aN/uPponzNmjU8+eSTnHzyyfj7+zNkyBAMw6gaFl0pMjKSYcOGMWzYMDp16sSHH37IwIEDKS4urrGtU045hfLyciIjI5k5cyaPPfZYVZuUlBT69+/P77//Tps2bXjjjTeYNm0a77333iEzZmdnM3ToUD7++GM6d+5McXExJ5544mHX8QQdYRYREZ9kvvce5OVhPPKI1VFERER8Xm5uLr/++itJSUmHbNO+fXsuueSSqtt///vf6d27N++99x4XX3xx1fKCggK+/PJLOnXqBFQM+X711Ve5+eabAXjwwQfp2rUrX3/9NTabjeuuu45jjz2WvXv3HnLf99xzD23atGHevHk4HA4Mw6B3795cd911nHfeeQ19+IekgllERHyScccdVkcQERFpNhITEw9bLFdatWoVX3zxBfv376esrIzi4mI2btxYrU2nTp2qimWA7t27s2fPnqrbP//8M9OnT8dmqxjwbLPZmDp1KrNnzz7kfr/88ktiYmK46qqrqpZlZ2eTnp7O3r17adu2bZ0fa32oYBYREREREWnhIiIijtjmrbfe4qqrrmL69On06NGD4OBgVqxYQV5eXrV2gYGB1W7b7XbKy8urbqenp9eYTOxIk4tlZGQwdOhQBg4ciM1mwzAMAMaPH181oVljUMEsIiIiIiIiR/Tiiy/yz3/+k9tvv71q2UsvvVTv7bRr147du3dXW/bX23/Vtm1bwsPDufjii6uGZDcFTfolIiIiIiIiR2SaZrWjyd999x3Lly+v93ZOP/103nnnHXJycgDIycnh7bffPuw6F1xwAW+99Va160m7XC4+++yzeu+/PnSEWURERERExAOMjIOYTbQfK9x8881ccMEFVUXr77//Trdu3eq9neuvv57PP/+cvn37MmzYMJYuXUp8fHy185xr2/emTZs47rjjGDVqFAEBAaxatYozzzyTM84446gf05GoYBYREREREWmImBjMwMCKayM3ETMwECMmpt7rhYeH88orr9CvX7+qZRMmTKBz58412o4aNaraucXTpk2jf//+/PHHHwQEBPDOO++wYsUKAgICDrutfv36VRu6HRYWxpIlS1iwYAEFBQU8+OCDfPTRR9UuYfXXfdvtdl5//XVuueUWVq5cSXBwMM899xxt2rSp93NQH4Zpmk3xJYhlcnNzCQ8PJysrq04nsoscjtvtJi0tjbi4uKpZ/USOlvqT7zJNs8nOnaor9SfxJPUn8aTm1p+Ki4vZsWMHHTt2rFYokpICGRlNFyQmBhITm25/HuR2u/njjz8YNmwYUFGzDRkyhMmTJ/P4448fcj3TNHG5XHU+h/mQrxX/qxNzcnIICws75DZ0hFlERKQeSnJLWPHqCtoObUvicb75QUVERBpBYqLPFrBNzTAMbrnlFmw2G3FxcSxatIhOnTpx2223WR2tBhXMIiIi9ZCyKIUDvxwgY22GCmYREZGjYBgGP/74I0uWLGHXrl3ceOONDB482CtHIKhgFhERqQfDZuAX50f80Hiro4iIiPgsm83G8OHDGT58uNVRDksFs4iISD10mdiFzhNqTowiYpWMwgwOFh0kISyBQGeg1XFERJoVFcwiIiL15G0TfknLVeIq4a6f7iKzNJNjWx/LtUOvtTqSiEiz4n2DxEVERESkTsrcZeSW5VJoFpJTkmN1HBGRZkdHmEVERER8VIhfCNN7TyclJ4Vh7YZZHUdEpNlRwSwiIiLiw8Z0GmN1BBGRZktDskVEREREROSIvvnmG7Zv3251jCalI8wiIiIiIiINlJOSQ2FGYZPtLygmiPDE8Dq3T01NZdGiRUDF5JVxcXH07t2byMjIOm/j73//OzfddBOzZs2qd15fpYJZRERERESkAXJScni+x/OUFZU12T6dgU6uSr6qzkXzsmXLOPPMMznllFPw8/Njx44dbN68mWeeeYaLL764kdP6LhXMIiIiIiIiDVCYUUhZURnjp44nKjaq0fd3MP0g8z+ZT2FGYb2OMgO8/vrrxMTEAHDbbbdxxRVXcMoppxAbG0tBQQFLliyhpKSEQYMGERcXd8jtLF68GIfDweDBg6st//XXX/Hz86tanpGRwe+//058fDx9+vThp59+okOHDnTp0qVqnSPt98svv6Rv374EBgayYsUKwsPDGTx4MHa7vV6P/WioYBYREREREfGAqNgo4tocusj0NlOnTuWhhx5iw4YNGIbB1KlTiY+PJzw8nOXLl/Pkk08ecvj1smXLeOyxx9i5cyc2W8XUWCUlJZx66qk89thjDB48mK+++oqzzz6bHj164O/vT1FREenp6dx4441cd911APz8889H3O8ll1zCgAEDSE5Oplu3bqxevZquXbvyww8/4HA0bkmrSb9ERERERERaoK1btwIQFRXF9OnTOffcc1mzZg2//PILL730Etdee+0hJ/m64IILSE9PZ8GCBVXL5s6dS2lpKWeddRYlJSXMmjWLq6++mmXLlvHrr79y0UUXsWfPnqr2paWldd5vamoqq1evZt68eaxatYqVK1cyd+5czz8pf6GCWURERKSFMk2TlJwU3Kbb6igi0kTmzZvHxx9/zOOPP84111zDKaecQlZWFjt27OCOO+6oanfhhRfSpk0bPvnkk1q3ExkZydSpU3n99derlr3++uuceeaZhISEsHjxYvbs2cMtt9xSdf+VV15JSEhI1e0lS5bUeb/Tp0+vWrdywrLk5OSGPRl1oCHZIiIiIi1UemE6r696ndO6nUb/+P5WxxGRJvDZZ5/h7+9PTEwMjz76KOeffz7vvfcewcHBNc4d7ty5Mzt37jzkti655BImTpxIVlYW+fn5LFiwgJ9//hmAlJQUIiIiqs3C7XQ6adu2bdXtnTt31nm/UVHVzw339/enuLi4Pg/9qKhgFhEREWmhYoJiOCfpHDpFdqr1ftM0WZ26mo6RHQnzD2vidCLSGP486Vel6OhoCgsLKS0txc/Pr2r5wYMHiY6OPuS2Ro0aRWJiIv/+97/Jysqia9euHHfccUBFgZuXl0d5eXm1ybmys7MbvN+mpCHZ0vSKisA0rU4hIiLS4tkMGz1ieuBn96v1/mJXMZ9v/pzVqaubOJmINKWBAwfi7+/P559/XrVs69atrFmzpqoAPpSZM2fy+uuv8+abbzJjxoxq27Tb7fznP/+pWrZs2TIOHDjgkf02FR1hliZnPvIIlBRjPPSw1VFERJo/txts+n5cjk6gM5CrB19NiF/IkRuLiM9q3bo1t912GzNnzmTr1q2Eh4fzxBNPMHHiRCZMmHDYdadPn84dd9yBaZpceOGFVcvj4+O55ppruOiii7jtttvw8/PjqaeeIiQkBMMwGrzfpqKCWZqcceaZEF6/68WJiMhRcLkwZ80Ctxvjtdfgvx9QpHn45ReTomIYP65xX9fIwMgjN2pku3fDL7+66d3LRt++VqcRObSD6Qe9dj/x8fFMnToVf3//Wu+/88476du3L/PmzaO0tJRbbrml2hFjgJNOOonOnTtXW9aqVSuGDx9OWFgY8fHx1e575JFH6NmzJwsXLqR169Z89NFHnHHGGdUm/qrLfk855RTat29fbdkJJ5xAz5496/081JcKZml6SUlWJxARaRnsdnCXV5wGU1ICAQFWJxIPcjorBhC0BHY7GBj86TRIEa8SFBOEM9DJ/E/mN9k+nYFOgmKC6tx+4MCBfPzxx4dtc9ppp3Haaacd8v5nn322xrKsrCyWLl3Khx9+WOO+3NxcLr74Yi6++GIA1q9fz549exgwYEC99vvKK68AFfMqVLrnnnsO+1g8RQWziIhIc2UYGC+/omK5mRo2rOWMGGjTBs49p+U8Xm9XUFrAB+s/YHyn8SSEJ1gdxyuEJ4ZzVfJVFGYUNtk+g2KCCE+0btRmWVkZc+fO5d1336Vr165Mnjy5Rps5c+awcOFCxo4dy8GDB3n66ac544wz6N/fd2blV8EsIiLSnDkcFT8iIh7isDnIL8snsyhTBfOfhCeGW1rANrWysjLmzJlDQkICs2fPrjov+c8uu+wyoqKiWLBgAXa7nUceeYTzzz/fgrRHT39BRURERESkzvwd/lw75FqrY4jFgoKC+Oijj47Ybtq0aUybNq0JEjUOTZspIiIiIiIiUgsVzCIiIiIiIiK1UMEsIiIiIiJST3+esVm8kydeIxXMIiIiIiIideR0OgEoLGy6GbHl6FS+RpWv2dHQpF8iIiIiIiJ1ZLfbiYiIIC0tDaiY/Kq2GaLF80zTxOVy4XA4Dvucm6ZJYWEhaWlpREREYG/ARdxVMIuIiIiIiNRD69atAaqKZmkapmnidrux2Wx1+pIiIiKi6rU6WiqYRUSkVm6Xm9TVqexbto/e5/QmIDzA6kgiIiJewTAM4uPjiYuLo6yszOo4LYbb7SYzM5Po6GhstsOfXex0Oht0ZLmSCmYREakmb38eKYtS2PPTHooPFGNz2yjOKmb4TcOxOTT1hYiISCW73e6Rokzqxu1243Q6CQgIOGLB7CkqmEVEBIC0dWls/nIzmWsycZQ7iO8UT9uhbXGVulj+zXLWz1lPn/P6WB1TREREpMmoYBYREQrSC1j6zFKCyoPoPaQ3cZ3isNn/981tt0Hd2PTFJiI6RpBwbIKFSUVERESajgpmEZEWzjRNVr2xCkehgwFnDsDhrPmnoV1SO3IP5LL6ldWEtgklon1E0wcVERERaWI6GU1EpIXb8cMOMv7IoNcJvWotlqFicpMeJ/QgiCCWPruUkrySJk4pIiIi0vRUMIuItGD5B/LZ+N5G2nVuR1TbqMO2tTvs9JvQj7I9Zax4eQWm22yilCIiIiLWUMEsItJCmW6TVa+twlnipOuxXeu0TkBIAN2GdiNtWRoHtx5s5IQiIiIi1lLBLIdU7i7HbbqtjiEijWTbd9vIXJlJ0qgk7M66XxKjMKsQv3A/IjtFNmI6EREREeupYJZDemnFS7y95m2rY4hII3CVuNj82WaioqOIiI+o17oHdh2g1eBWuiaziIiINHv6tCOH1DumN71je1sdQ0QagcPfQbfTu3Ew8yDpO9PrvF5BVgGFhYW0GdimEdOJiIiIeAddVkoO6YQOJ1gdQUQaUecJnTm47SDrflrH0MihBIUHHXGdA9sO4IxwEpsU2wQJRURERKylI8wiIi2UYRj0n9GfgA4BrJm/hnJX+RHXSduZRtyguHqd8ywiIiLiq1Qwi4i0YM4gJ4OvHkyxvZjkn5IP2a68rJyctBzy8/I1HFtERERaDA3JFhFp4cITwuk7sy8rZq/APb9iZvyy4jJKS0spKyujrLisYsZ8GzgiHcT1jrM4sYiIiEjTUMEsIiIkDE8ge1c2GWsz8IvwIzAskPDQcPxC/Kr9BEYG4gjQnw4RX2O6TbZ/v53YnrGEtQuzOo6IzzBNk+1Z2+kU2QnDMKyOIxbQpx4REQGgz7l94FyrU4jI0TJNk4IDBZSXlROeEF7tvszNmWz890b299jPiFtHWJRQxPcs27eMF1e8yC3H3kKPmB5WxxELqGAWERERaQbS1qXx+6O/Yw+wM/rh0QRF/2/m+7B2YbQd2ZbW/VtbmFDE9/Rp1YcZfWfQKbKT1VHEIiqYRURERJqB4qxizEITV5mL4uziagWzX4gf/S/ub2E6Ed8U4Ajg+PbHWx1DLKSC2SKlBaVs+GgDjkAHSWcmYdh0ToSIiIgcvTaD27Ctxzbi+sQR1lbnKYuIeIIKZou4ilykfJ8Cduh+SnecQU6rI3m9gtICAp2B2AxdDU1EROSvnIFORt8/WhMTiYh4kApmiwTFBNHvsn74h/rjCNTLcCRl5WXMXjqb7lHdmdJzitVxREREvJKKZRERz1KlZqH2x7e3OoLPcNqdDIkfQq/YXlZHERERERGRFkIFs/iMMZ3GWB1BRERERERaEJ0M2kJlFmaSUZhhdQwRERERERGvpYK5hXp88ePcvvB2q2OIiIiIiIh4LQ3JbqHO7X0uuSW5VscQEREREZFGsD1rO2H+YcQExVgdxaepYG6h+rbqa3UEERGvV1ZYRnlpOQERAVZHERGReiovK6cwvZDQNqFWR2lybtPN/YvuJ8QZwuyJs62O49NUMIuIiPyFaZrsW7aPde+soySzhODEYAZdOYjwhHCro4mIyBGYbpM9S/aQ/GkyxRnF9L24L+1Htqyr09gMG5f1v4wAh77wbSgVzCIiIn+RuyeX5c8uJyIggvZ92rNp+SZK80qtjiUiInWw4rUV7Jm/h7jWcUTERLDqhVXk7skl6ewkbPaWM4XTsHbDrI7QLKhgFhER+YuwdmGEtQ+DNLA77WADw2ZYHUtERI7AdJscWHaADj070GVoFwDC1oWR/GkyGNDn3D4WJxRf03K+YhEREakjwzDoMLYD2UXZbPh9A3FD4ojuFm11LBEROYKsHVmU5ZQR0/5/E11FJUQBENkx0qpY4sN0hFlERKQWHU7oQJtBbcjalkVk50gdYRYR8QEZGzMwS0wcfv8rc/Zt3Icz2kn8gHgLk4mv0hFmERGRQ/AL9qNV31b4BftZHUVEROqg7dC2hPcKZ+m8paRtT2PDwg3sTN5JwqgE7H52q+OJD1LBLCIiIiIizUJwbDAjbh9BzLExrPl5Dem56fS9si+9z+5tdTTxURqSLSI+we2G7GyIirI6iYiIiHgzZ5CTodcOZXvSdtoMakNgVKDVkcSH6Qizh+TkwC+/QHm51UlEmqd58+C9OeVs3mx1EhEREevtW7aPH+/+kd2Ld2O6TavjeB3DZtB5fGcVy9JgKpg9ZNEiKC0vZ+tWq5OINE+JiWDHpiPMIiLSopmmyZb/bGHpk0sp21LGiidW8P2t35PyawrucrfV8USaHQ3J9pBRo2DDBjtdu1qdRKR56t8f+vfXLMUiItJyucvdrHl3Dbu+2kXHHh3pNKQTeRl5bP9jOyufX0lwXDDRXXUJPBFP0hFmDwkOhsGDwaZnVEREREQawfoP15PyZQq9hvai89DOGIZBWGwYfSb0gRIoSCuwOqJIs6PyTkRERETEB4S2CQUTYjrEVFtud9jxD/CnML3QomQizZcKZvG4TV9s4rsbvuO3x36jJLfE6jjiJcrKyygqK7I6hoiIiM+KHxAPgZC+Pb3a8tLiUsxyk8IMFcwinqZzmMXjsndmk5+cT9GBIs3aKACUu8u5/OvLAXjp5Jfws/tZnEhERMT3+If5E9M3hu0rtuPwdxDXKQ5XqYuVX67EFmuj6yRNpiPiaSqYxeM6T+hMQWoBcf3i8AtVYSRgM2xEB0RTUFaAzdDAFhERkaOVdE4SG+wbWLt4LSErQjAMg5LAEobfMpzQ+FCr44k0OyqYxeNiuscw+oHRGIZmNJYKhmHw6NhHq/5fREREjk54QjjH3nAsmZszSZ6bTO7OXI695VjCE8KtjibSLKlglkahokj+Sn1CRETEc6K7RTP85uGUFZThF6IRfSKNRWMjRURERER8kGEYKpZFGpkKZhEREREREZFaqGAWERERERERqYUKZhEREREREZFaqGAWEZ+Wk5JD1vYsTFPX/BYRERHxVmWFZSz4xwKWvbTM6ij1olmyRcQyP+/8md/3/c41Q67B3+Ffr3VNt8mWr7ewac4m3KVuwrqE0WFMBzqO7thIaUVERETkaLlKXBRnFpNZkonb5cbm8I1jtyqYRcQya9LWsCFjA+Vmeb3Wc5W4WPzYYrJWZ9G+Z3si4iPYtWoX695aR8LwBBz+emsTERER8SYBEQGMemAUdqfdZ4plUMEsIha6avBVFLmKCHIG1Ws9w2aQtSmLLsd0of0x7QHwD/Ln969+J2dXDtHdohsjroiIiIgcJcMwCGkVYnWMevOd0l7Ei+n82aNjGEa9i2UAu9OOX6gf5WX/OzIdHBmMrdzGwW0HPRlRRERExGuZZsWPNB4dYRaph9ySXLYd3Mbq/NVkFmWSXpDOvoJ95JbkctWgq+gd19vqiC1GYFwg+zfvx+12ExoTyp71ezCDTPzD6ncutIiIiIgvKiiAe+8zMQz4vzsNgup/DELqQAWzSD28sOwF0g+mk2pLJTgwmJDAEMIjw9lzYA9rD6xVwdyEOo7ryP6o/aRuSWXn1p0ExgYy/IbhxHSPsTqaiIjltm+H+HgIDLQ6iYg0lpwcSMt0A5Cba1fB3EhUMIvUg2maxEbEcnL/k7HZ/3dGQ1ZhFmkFaRYma3kSj0sk8bhETNOk6GARdj87/qE6uiwikpUFB9Lc7NljY+RIq9OISGNp0wauv9qOzQatW1udpvlSwSxSD62CW5FyMAXDMKotjwiKIDU71aJULZthGARF6ytVEZFKERHg57TRvZvVSUSksfXta3WC5k+TfonUQ2xQLCWlJTWWhweGk1aYhtt0W5BKREQqud0Vw5FdLquTWMcwYOBAiIqyOol4Sn5qPgXpBZpkVMQCOsIsUg/RQdGUuEpwlbtw2pxVy8MDwykpLyGnOIfIwEgLE4qItGxffQXf/ehixFAHZ51ldRqRhjHdJlu/3UryB8m4y9wERAcQ2SOSqM5RRHaKJLx9OA5/fZwXaUz6DROph9jgWGzYWL1nNWXuMnIKc8gryiOvKA+bYaPIVUQkKphFRKwSHQ3FhTaidTl28XFFB4tY8eoKMpZm0L5beyLaRJCTmkPOmhySf0ym3CjHFmgjYXQCx0w/xuq4Is2WCmaRemgd3JoIZwQbtm0gPCCc+OB4ekb0JLZNLInhibQJbWN1RBGRFm34cBg2zIbNEyeduVyQnl4x3bRIE9q7dC9rXluDkWMwYNwAotpWjK+P7RALVBx5zj+Yz7Y/tpGxLsPKqCLNnlcUzOvXr8dms9GzZ89a7y8vL2fz5s0EBATQsWPHJk4n8j+h/qFc1Pci4uLiCPTTtTpERLyRR4plgD/+wHz5ZYybb4akJA9tVOTwUn5NYeXzK4mLjaPntJ44A5w12hg2g9CYUGI7xJK8NpnysnLsTrsFaUWaP8sm/TJNk+eff57evXszbNgw/va3v9Xa7tdff6VDhw6MGTOGY445hiFDhrB3794mTivyP/4Of/wdunyRiEiz17s3xt/+Bof4Ql+kMQSEB0AZdBnapdZi+c+CwoMwy0wK0wubKJ1Iy2NZwVxWVsaGDRt4//33mTlzZq1t8vPzmTJlCtOmTWPfvn2kpaXh7+9/yOJaRERExGPCwmDMGA8eshY5soiOERj+BjmpOUdsGxQZBGVQkFbQBMlEWibL/gL4+fnx/PPP06dPn0O2+fzzzzl48CB33nknAP7+/tx2220sXLiQ7du3N1VUEREREZEm4RfsR3Db4DoVzH6BftgNuwpmkUbk1V+Zrlixgk6dOhH1pwsJDh06tOo+EREREZHmJqpHFDkZRy6YDcMgMCSQ/AP5TZBKpGXyikm/DiUzM5Pov1wXIjIyEpvNRmZmZq3rlJSUUFJSUnU7NzcXALfbjdvtbryw0iK43W5M01RfEo9QfxJPUn8ST1J/slZEhwhSvk6hMLeQgNCAw7YNDA0kPzXfq18r9SfxFE/2pbpuw6sLZqfTWa34hYpzn91uN05n7ZMgPPTQQ9xzzz01lqenp1NaWtooOaXlcLvd5OTkYJomNp3TJg2k/iSepP4knqT+ZC1HBwcBAwNYtmIZXY/tisNZ+0f24oJi8oPyKS8tJy0trYlT1p36k3iKJ/tSXl5endp5dcGcmJjIl19+WW1Z5QzZiYmJta7zz3/+kxtuuKHqdm5uLgkJCcTGxhIREdFoWaVlcLvdGIZBbGys3vClwdSfxJOaQ38qKy9j0e5FJIQl0CWqi9VxWrTm0J98XcSMCH594FdS/pPCgMkDsNv/d9mokoISti/dzv5d+wlMCKTXCb2Ii4uzMO3hqT81M7t2QevW4N/0V43xZF8KCDj86I1KXl0wjxkzhv/7v/9jxYoVDBgwAIB58+YRFBTEsGHDal3H398f/1pePJvNpl9Q8QjDMNSfxGPUn8STfL0//bLzF15Z+wp27AyKG8TpPU6nU2Qnq2P5hLKiMgybgcPfcx/tfL0/+brQVqEMvX4ov93/Gxu+20DfCX1xlbrYuWInuzfvxhnnpPdlvekwqoNPXINZ/an5ML/9FqN9ezjpJEv276m+VNf1LS2Y169fT1FREWlpaRQWFrJs2TIABgwYgM1mY/jw4UyaNInzzz+fhx9+mIMHD3LHHXdw2223ERISYmV0ERER8aASVwlfbPmCDvEd6BjTkT+2/cGqX1bxxJgniA2OtTqe1yorLGPb/G3s+GYHATEBDLxiIGFtw6yOJR4S2TGSQdcO4vfHfmfFvBXkZudihBl0vaArncd3xhl4+Os0izQG47LLWtTl9iwtmO+77z62bt0KQFBQELNmzQLgl19+ITAwEICPPvqIRx99lCeffBJ/f3+eeuqpQ163WURERHzTT7t+Yn/xfs7teC7hQeHsy95HWmoawX7BVkfzalnbs9j0wSbatGtD1s4sVr2+ipF3jrQ6lnhQq76t6HdpP9a+vZYOUzrQ9eSu+Ic1/VBYkSotqFgGiwvmDz744IhtAgMDueuuu7jrrruaIJGIiEgd7N2L+fRTGNdcCwkJVqdpFgIdgfjhx7xV8+iX2I/NezdzQfcLCHIGWR3NqzkCHBh2g5LCEgwMyvLLrI4kjaD9yPa07t8a/1AVyiJNzavPYRYR+avMwkw2ZW4ivSCdMZ3GEOKn0zPEAq1aYSS2h/h4q5M0G8e3P552Ye34fNPnLE1eSrRfNGM6jrE6lteL7BzJwGsHsmHOBgLaBNDlZE2W1lypWBaxhgpmEfEZ2cXZ3LrwVrJd2QDYDBundD/F2lDSMjkccPXVVqdodjpGduS6YdexM3snoX6hBDoDrY7k9QzDoO2QtrQZ1AaMitsizYlpmurXYqmWNQBdRHya3bBTXF7M8O7DiQ6PJjkz2epIItIIOkR0IDoo2uoYPsWwGSoqpNnJ2p7Ff678D1u/3Wp1FGkEbjfk5YFpWp3k8HSEWUR8Rqh/KO1D27MoeRH+hj+BbXT0SUREpLlylbgwDANXscvqKOJhW7bAcy+4yc41iY+zcd21Bq1bW52qdiqYRcSnXDnoSjakb6BLVBcSwxOtjtNs/HnIW0oK7NwJw4dXjDwWERGxQmzPWMY/Mx6bXYNimxPThOdfdGMPK2H8SS5+me/HG286+eet3vk666OQiPiUNqFtaBPaxuoYzYZpmqSuSiX5s2Tan9CeTmM6sXcvFBa5yc+3ERFhdUIREWnJ7E671RHEw4qKIDvH5MRx5fTs6yYjzcXWpd57TXEVzCIiLVTGpgw2frSRg2sOEuQfxNrNaykrKGPo5G4UFdkI1uVvpRYluSWkrk6l7eC2OAL0MUJEROonMBAS2tpY9J2TzDSDNb87GdjLe+dg0F86EZEWpqywjOX/Ws6B3w8QGhRK/xP7E50QzY7lO0h+N5nS/FJ6n9sb8N4/XmKddR+uI21ZGu4yNx1P7Gh1HBER8TGGAddcbfDGm37sWuNkUJLBRRd572cOFcwiIi1Q2vI0OnbrSKchnarOXe44sCMOfwebvthEq36tiEuKszileKOuJ3XFL8SP1v29dHYWERHxerGxcMvNBr7w5bx3nlktIh5RWlDK9gXbKS8ttzqKeBFnkBNnqBObw1bjMjTterXDcBkUpBVYlE68XVi7MPqc24fASM1SLyIizZ8KZpFmbOfCnSR/mKzrF0oNwfHBFGTVLIoNm0FgcCAFB1Qwi4iIiKhgFmnG4gfE0/b4tsQPiLc6iniZyK6RpO5NZd2CdZQWlVa7LygkiPzUfIuSiYiIiHgPncMs0oyFtgml34X9rI4hXqj3Ob0JTwxn/b/X89tHv9Gxb0f8Av3AAHe5m6I9RVZHPCqmWTGZiIiIiIgnqGAWEWmBDMMg8bhEWvVpxboP17H1l63g/t/90e2jrQt3lD780GT+ApOTJxpMnaqqWcQ0TX7Y8QMj24/Eaffea5yKiHgzFcwiIi2Yf5g/Ay8dSP8Z/TFNE9NtYpab2P3sVkert0WLTbKLy/htiVMFswiwPWs7czfPJdAZyPCE4VbHERHxSSqYRUQEm8P3p7SYerqNHxY6mTDe9x+LHMaKFZjp6RgTJlidxOt1jurMzcfeTEJYgtVRRER8lgpmERFpFkaNglGjVCw3d+aPP8L69aCCuU4SwxOtjiAi4tNUMIuIiIjPMK67TjO7iYhIk9FX8YexP28/Dy96mGX7llkdRURERABsNhXMIiLSZFQwH8bWg1tZnbma5fuXWx1FREREREREmpiGZB/GsHbDCPYLpktUF6ujiIiIiIiISBNTwXwYTruTAfEDrI4hIiIiIiIiFtCQbBEREREREZFaqGAWERERERERqYUKZhEREREREZFaqGAWERERERERqYUKZhEREREREZFaqGAWERERERERqYUKZhEREREREZFaqGAWERERERERqYUKZhEREREREZFaqGAWERERERERqYUKZhEREREREZFaqGAWjyorg+xsq1OIiIiIiIg0nApm8RjThPsecHPdTeUsWWJ1GhERERERkYZRwSweU14OB9KgtNxNaqrVaURERERERBrGYXUAaT4cDrjpehs7d9oYOdLqNCIiIiIiIg2jglk8qmvXih8RERHxQYWFEBhodQoREa+hIdkiIiIiAvv3Y151Ffzwg9VJRES8hgpmEREREYHYWIzJkyEpyeokIiJeQ0OyRaRFME0TwzCsjiEi4r0cDpg6teL/3W5rs4iIeAkdYRaRZi/l1xS+uvQr9vy+x+ooIiIiIuJDVDCLSLNXkluCWW5SdLDI6igiIiIi4kM0JFtEmr0uE7uQMDwB/zB/q6OIiIiIiA9RwSwizZ5hGASEB1gdQ0RERER8jIZki4iIiIiIiNRCBbOIiIiIiIhILVQwi4iIiIiIiNRCBbOIiIiIiIhILVQwi4iINDd5eZjXXANr1lidRERExKepYBYREWluSkogPx9yc61OIiIi4tN0WSkREZHmJiYG47XXwDCsTiIiIuLTdIRZRESkOVKxLCIi0mAqmEVERERERERqoYJZREREREREpBYtumAuLytny9dbOLD2gNVRRERERERExMu06IJ57x972fDGBn5/7HcK0gusjiMiIiIiIiJepEXPkh3VOQr/1v4EtwomKDrIkgzZO7Ox+9sJjQ+1ZP8iIiIiIiJSuxZdMIe0DmHMI2NwBDowLJhN1O1ys/TZpZSXlDP+mfHY7C36gL+IiIiIiIhXadEFM4AzyGnZvm0OG22PbUtpQallGURERERERKR2Lb5gtlqvab2sjiAiIiIiIiK10BhgERERERERkVqoYBYRERERERGphQpmERERERERkVqoYBYRERERERGphQpmERERERERkVqoYBYRERERERGphQpmERFp0dxuWLECSkqsTiIiIiLeRgWziIi0aJs3Q1CIm+XLrU4iIiIi3kYFs4iItGjdukFRgY2BA61OIiIiIt7GYXUAERERK9ls0L+/1SlERETEG+kIs4iIiIiIiEgtVDCLiIiIiIiI1EIFs4hIc1JcDKZpdQoRERGRZkHnMIuINBcrV2I++QT4+UFkJJx3HsYAzWQlIiIicrR0hFlEpDkpKcZ0lWBu24qxe4/VaaSRFBVpIIGISEO5Slzk7s2lrLDM6ijixVQwi4g0F/36QacukJGJ0bsvnHyy1YmkEezeDa+96ebLL61OIiLiu0rzS1lw0wIW3rSQNe+usTqOeDEVzCIizYXNhjFtGsaQYzEuvxycTqsTSSMIDgY/u0FsrNVJRER819Zvt1Kyt4R27dux56c9ZG3PsjqSeCmdwywi0pwMGoQxaFCDN+M23ezO2U37iPYeCCWeFBUFl11mWB1DRMSnxfaKZWvQVnZv2k14Ujjh7cOtjiReSgWziIjU8OPOH3lr7VtcP+R6jml9jNVxREREPCqmRwzDbh1G/oF8IjtGYrNr4K3UTgWziEgTME0Tw/Cdo4K943pzfLvj6R7d3eooIiIiHmcYBnG944jrHWd1FPFyKphFRDwsqyiLV1a+Qk5JDvll+RSWFdI2pC23j7gdp903ziuOC47jkgGXWB1DRERExLNycuCtt2DKlDo119gDEREPW5e2jj/S/sAIM4htHUtsXCxbsreQW5JrdTQRERGRli05GfOP32Hp0jo11xFmEREPC3QGYjNsHNv5WAKcAaTmpLJz306KXEVWR/MKbjcsWQIrVpg4nXDccQa9e1udqnnLLs7mndXvcEHfC4gMjLQ6joiIiHUGD8Z46OGKy07UgY4wi4h4WKAjEAODElcJAP4Of9y4KSpTwQzwzjsmz7/iYntGMet2lvDok+V8/73VqZq3tII01mWsI7Mo0+ooIiIi1rLZICEBHHU7dqwjzCIiHhboDMSGjW/XfltROJeVYMNGmbvMczvJz4cVK2DkSM9tswkcOAA//Oxm1CnFDBxejmnCfz5189nnAYwcadOloxtJt+huPDvxWfzsflZHERER8SkqmEVEPCwhLIFJHSeRX5pPoCOQQGcgUYFR9Izp6bmdbN+OuW4dxogRFd+U+oi9e6HM7aZH33IADAN69i1n83KTrCyI02SljUbFsoiISP2pYBYR8TCn3ckFfS9o3J307YvRt2/j7qMRxMeDw2ZjywY7xwypKJo3r7cTEmQQHm5xOBERaVaKsopY98E6guOC6TW1l9VxxEepYBYRkSYTHw8nDLfxw1x/Nq11UVIMmXudXHC2DX9/q9OJiEhzkjw3mb3f7MUZ61TBLEdNBbOIiDSpGTMMunRxsmKFA2c4XDTFoH9/q1NJS+I23ezL20e7sHZWRxGRRtRuWDtyU3KJ7hGNaZoYhmF1JPFBKphFRKRJ2Wxwwglwwgn64CLWWLp3KV9t/Yprh1xLdFC01XFEpJHE9ozlhLtOsDqG+DgVzCJyRKZp4nK7cNo1hbGI+L5+rfsR4heia1KLiMgR+c7UqiJimReWvcClX11KWkGa1VFERBoswBFAUlwSNkMfg0RE5PD0l0JEjiirOAuAorIii5OIiIiIiDQdDckWkSO69bhbKSorItQ/1OooIiIiIiJNRkeYReSIHDaHimWpKSsL84H7MV952eokIiIiIo1CBbOIiBydvXsxi4sgZTe4XFanEREREfE4DckWEZGjk5SE7eTJEBcHDv05ERGRlsv87DNo1Qpj+HCro4iH6QiziIgcHcOAY4+Fzp2tTiIiImKt776DxYutTiGNQIcERERE/isnB+x2CAmxOomIiPgS45lnNNqqmdIRZhERkf/68Sc3P/5kWh1DRER8jdNZMfJKmh19DSIiIvJfiQk2nE6rU4iIiIi3UMEsIiLyX/37W51AREREvImGZIuIeAGXC9xuq1OIiIiIyJ+pYBYR8QJzv3Dz3Xc6d1ZERETEm2hItoiIF2gVayM42OoUIiIiIvJnKphFRLzA8cdbnUBERERE/kpDskVEpHnbsQNz3hdQVmZ1EhEREfExOsIsXm9/3n4OFh0kKS7J6igi4mtME/PddzBXroC8fIzzzrM6kYiIiPgQHWEWr/fxxo+Zt2We1TFExBelp0NyMpgm/PRTxXTkjcHthtzcxtm2iIiIWEZHmMXrXdDnAhw2dVUROQpxcRiXXIrhckH79uBopPeSJUswX3kZ4667oUOHxtmHiIiINDlVIeL1IgMjrY4gIr5s9OjG30ePHhhTp0FCQuPvS0S8TkluCWvfX0tgZCDdTumGM9BpdSQR8RAVzCIiIg0VFQWTJ1udQkQscnDrQfb+sBfDYdB2aFsi2kdYHUlEPEQFs4iIiIhIA8T0iKHtiW3xC/YjPDHc6jgi4kEqmEVEREREGsAZ5GTgZQMxDMPqKCLiYZolW0RERESkgVQsizRPKphFREREREREaqGCWURERERERKQWKphFRDyhrMzqBCIiIiLiYSqYRUQ8wJx1OeZll1kdo1nL3JLJlv9soTCz0OooIiIi0kJolmwREQ8wJk3GDA6yOkaztv7D9WStzyI4NpigaD3XIiIi0vhUMIuIeMKUKWh+1MbVblg7AiIDiOsdZ3UUERERaSFUMIuIiE/oNLYTncZ2sjpGrUzT5MedP+I23YxsPxKn3Wl1JBEREfEAFcwiIiINtDFjI6+seQUXLr7b8R0PnvggNkPThIiIiPg6/TUXERFpoEUpiygxSoiLiiO3NJeycs2aLiIi0hyoYBYR8TLvvmvy8CNuCjUZtM8Y22ksvcJ6kX0wm1O7noq/w9/qSCIilskozOCj9R9RVFZkdRSRBtOQbBERL7N1m4nLbZKXB0GaDNondIrsxD0n3EN6QTpxwZqUTERatpScFLZkbcFtuq2OItJgKphFRLzMddfayM+HVq2sTiL1YTNstArRiyYiMiB+AP1b98cwdP0I8X0qmEVEvExERMWPiIh4jtsN27bBjh2wdy+UloLTCW3aQIcO0K0b2HSyoseoWJbmQgWziIiIiDRb5eWwcCF8973J3gPl2Bxuolq58QswKSsx+PF3G+4yG61jbIwZbWPs2IpCWkQEVDCLiIiISDO1bx+8+pqbzTvL6dKnjLNOd9Emwax2JNk0IXWPwcrfHbz3iZPfFju4ZKZB+/bW5RYR76GCWUR8mmmaGvYlIiI17NgBjz/pxh1QxrmzSohPMGttZxgQn2ASn1DG4BEuvprjx4OP+HH9NTZ69Gji0CLidXSmhoj4nNKCUpa+sJT5N8xn7+97rY4jIiJe5uBBeOJpN86IEi68qviQxfJfxbY2Of+KEsLblvDMs25SUxs5qIh4PRXMIuJzNny8gQMLD2CkGWyZtwXTrNsHIRERaf5ME956y6TILOPMGaX4B9RvfacTplxQijugjDfeNHHrykgiLZqGZIs0Y+ZHH8GmZAgJwQgOgbPPhrAwq2M1WHhiOLvsuygqKiImIsbqOCIi4kXWr4fla8s59cJSAo/yWvZ+/nDytFLmvGxn+XIHgwd7NqOI+A4VzCLNlWnCihWY69dAeBgUlWAkJcHw4VYna7AOozpgs9soyS2hdf/WOodZRESqLFxoEhHnonP3hh0aTujopnX7Mn5YaGfwYP2dEWmpfKJg3rVrF8nJyfj5+dG3b1+io6OtjiTi/QwD47TTYOtmzDIX9OkLQ4dancojDMOg/UhNXyoiItWVlcGqtW6GTHDhie9S+w4uZ+GnbvLy7ISGNnx7ItJ4DhYdZH3aeoa1G4bT7rlrw3n1OcymaXL55ZfTq1cvnnzySe644w4SExN54YUXrI4m4huGDIHOXTH8AzAungl2u9WJREREGs3u3VDiMmmX6JkTj9u2d1PmNklJ8cjmRKQRfbHpC15a9RIrU1d6dLtefYT5p59+4uWXX2bx4sUMGzYMgCeffJJrrrmGCy+8kJCQEIsTing5mw3jH/+AoiJo08bqNCIiIo0qPR3cbpPoOM9MBhkZbYLNJC0NkpI8skkRaSRjO40lyBlEv1b9PLpdrz7CXFRUBECXLl2qlnXt2hXTNCkpKbEqlohviYxUsSw+b/NmePkVN1u2WJ1ERLxZeTmYgN1Dh4QMAwxDM2WL+IJ2Ye04K+ks/B3+Ht2uVx9hnjBhAueccw5Tp05lxowZFBQU8Nxzz/HII48c8jzmkpKSasV0bm4uAG63G7fe7aSB3G43pmmqL4lHqD/VXXExuMrdFBejD66HoP4knuSr/SkoCOw2N/m5bsIiGr69kmIwy02Cgtx672kAX+1P4n082Zfqug2vLphtNhujRo3iwQcf5N///jcFBQU4HA4GDBhwyHUeeugh7rnnnhrL09PTKS0tbcy40gK43W5ycnIwTRObzasHaIgPUH+qu7g4OOO0iqM9aWlWp/Gs/HzIyoK2baEh3UD9STzJV/tTSAi0be0mPaUEPxr+gTptv412rYsIC7P57HtPQXoBeXvziO0Vi93PmrlMfLU/iffxZF/Ky8urUzuvLpjnzp3L1Vdfze+//07//v0BePXVV5k0aRKbN28mISGhxjr//Oc/ueGGG6pu5+bmkpCQQGxsLBEREU0VXZopt9uNYRjExsbqDV8aTP1Jiorg4UfdZOa4OWmMnXPOOfppfdWfxJN8tT/FxoK73M2mTcV07lvW4O1tXuSgqDiQ7t1tDfpCyyoZGzNY9/g6KICCYQUMu36YJZdi9NX+JN7Hk30pICCgTu28umBeuHAh3bt3ryqWAc455xwuvfRSfv31V84555wa6/j7++PvX3Pcus1m0y+oeIRhGOpP4jHqTy1baSlk55qUuCAjw4bN1rAPsupP4kle059KSiAnp2KoSR2MPsHG+5/6c+LkcgKDjn63pSWwcbk/p4xz4PDqT8yHFhgZiFFuYNpMIjtGYrfwahke7U+7dkF0dMWQAmlxPNWX6rq+V/9FbdeuHXv27KGgoKBqWXJyMgBt27a1KpaIiIhHREbCFZfaOXWcH+ee2/RHfUR8gfnpp5i3/qNiMoM6OP54CA+2890XDbsO68L/OPEz7Iwa1aDNWCq0TShJFyUx+JbBdD+lu9VxPKOgAPOee+A//7E6ibQQXv192YwZM3j66acZP348F198MQUFBTz11FOMGjWK4447zup4IiIiDTZ0aMWPiNTOGDUKEhOhlhGEtQkNhfPPsfH8K36s6eKm76Dyeu8zea2Ndb/7MfNvdg4xz6zP6Dyus9URPCsoCOOBBypmeBNpAl5dMMfExLBu3TpeffVVfv31V/z8/Ljzzjv529/+Zv3wIBERERFpfPHxFT/1MGwYbNli59tP/SkrLWHAseXU5dRd04R1K+1894k/I4fZGT36KDNL4zGMevcHkYbw6oIZIDIykptvvtnqGCIiIiLSlIqL4d13YeZM6lTt/olhwAUXGDidDv7zpY0tG0sZM6mM2NbmIdc5mGGw8D9OUjY6GXO8nQsvNOq7WxFphry+YBYRERGRFmjfPsw9ezDy8iAsrN6r22xw7rkGvXvbefNtf95+xkmrxDISu7hp3caNnz+UlcKB/TZSttnYt8NBXKSd666yMXBgIzweEfFJKphFRERExPt06oRx990N3kyfPvDIQzZWrbLx6692ti4zWZlvYpoVR6JDgw06dzSYdrnBwIHgbNhcYSLSzKhgFhEREamF2w3r1sEff0B+vkl4uMGwYdCjR71HCIvFHA4YNAgGDTIwTYOcnIrLuvn5QXi4Xk8Rr2KasHo1HHOM1UkAFcxeYc8eePZ5k2FD4Iwz9I4tIiJitawseOZZN1t3uomIcxEWabJpg43vf7GT1M3O368yCA21OqUcDcOAiAirU4jIIaWkYL7zDkZSklcM+VDB7AUOHgTDUc7u3dZdTF5EREQqlJbCk0+Z7M8p46zLS2jXvmKiKNOEnVttfPmBP7OfdfLPWw100Q7xZhnJGaStS6Pdse0Ia1v/88BFLNG+Pcbjj3vN0A8VzF6gb1+IiHAQG2t1EhEREVm6FLbvcXHhNSXVZlU2DOjY1c3pfyvho5dtrF3roF8/C4OKHEZxdjG/Pfwb7iw3+QfyGXLVEKsjidSdlxTLAPpe1EskJkJgoNUpRERE5NffTNp2dh3yEkQJHdxEx7v49ddDX6JIxGr+4f5E9YjCCDawOzSKUeRo6QiziIiIyJ9kZpnEdXYftk1MazcHs0zAe46CiPyZYRgc94/jyEjOIKZ7jNVxRHyWjjCLiIiI/ElwEORmH74Qzss1CA5SsSzezTAMYnvGYtjUV0WOlgpmERERkT8ZMsjGjmQnhQW135+VabB3m4NBg1SEiIg0dyqYRURERP7kuOMgPMjOp2/7UVRY/b78PJj7rh+touwM0RxKIiLNns5hFhERaWRuNxw4AGlpFZcsKisDm63i8pJBQdCuHbqmrxcJDYXrr7Hx1Gx//vWwnW59XUREmxxMN9iy1klMmJ0brrfh7291UhERaWwqmEVERDyssBDWroVdu2DnLpPtO00Ki0zKTTemCZVzKxsG2DCw2wxioww6dTTo0MGgc2fo1s2rrqrR4nTuDPffY+Pnn/34bYmT1M0m4WEG500xGDFCX3CIiLQUKphFREQ8ZPdu+Okn+OU3N3lF5YRGuIlrW07vESbx7dzEtHLj5wcOZ8VRZ1cZFBUapO6xkbrXYPteG3+sseMqtZEYb+fE0QbHHgvBwVY/spYpIgJOPRVOPdVAs2GLiLRMKphFREQawDRh+XL4boHJxs1unCEu+g53ccxgF6Hhh17Pbq8Ykh0YZBIVU06vY/63vT07baxYbOeN953M+cTG8KE2Jk40aN26SR6SiIiI/JcKZhERkaOUnQ1vv23yx6pyWncoY+K5LrolubE1YEpNw4CEjm4SOropyC9j1e8OFv3u4NclDqadYWfcOBq0fRFpmJK8EhY/vpg2Q9rQbVI3q+OISCNTwSwiIlJPpgmLF8O/33dThItTLiihay+3x/cTHALHjXExZKSLn7518PaHfixf4WDGdIP4eI/vTsSrbN4My1a4GXCMjR49rE7zP+Wl5djtdvJT862OIiJNQAWziIhIPRQVwauvmvy+spwufUsZd2oZgUGNu0+nE8ZOdtG9t5v/fOTH/93j4Lyz7Ywe3bj7FbGS0wkGBk6n1UmqC4oO4th/HIvD37Mfo3P35OIqcRHVOcqj2z2csjK87vkV8TYqmEVEPME04csvMffuwZhxMbreTPOUlwdPPe1m+97GO6p8OAkd3My4rpgfvnLy+jt+5OY6OPVUzaYt1aVvTGff0n10O6UbgZGBVsc5ah07QseO3tm5PV0sAyx/aTmuQhdjHx+LYWv8x/3jj/DTL25OP9VGv36NvjsRn6WCWUSkoUpKMF97DX5YUDGT0/gJ0KmT1anEw/Ly4JFHTfZluTj7smJatTGPvFIjcDphwullhEWYfDQXSksdTJtmSRTxUhs/3UjW6ixC24bSaYzei3xFXN84bA5bkxTLAH5+Ff/qCLPI4algFhFpiMxMzNmzMTesxRw+BOPXJRj796tgbmYKCyuOLO/LcnHerGKiYqwplv/s2FEuHE6Tz78KICjIwUknWZ1IvEWP03twoOMBYnvFWh1F6iHprKQm3d/w4TB8uGYQFDkSFcwiIkdryxbM2c9gHkzHnDQBoqNgxWrYt8/qZOJBpgmvvGKyba+Lcy/3jmK50uDjyikpLuHDTwxiYw0SE61OJN4gLimOuKQ4q2OIiDQL+lpJRORoLFqE+cB9mMX5mKdNriiWAUJDMPfttTabeNSvv8LS1eVMOqeEuHjvKZYrHXeii/a9Snj3fTeFhVanEa+Rm4t5882wZYvVSUR8XmlBKZlbMikvLbc6ilhABbOISH243fDBB5jPzcaMicScdBIEBlTdbUZFwM6dlsUTzzp4EN77wE23Y0rp0qNpJ/iqK8OA8aeXkV/mYuGPJqb31fRihbAwjPHjK2bOEpEGSf4smUV3LWLLf/QFVEukglnkUEpLK663IFKpoADz6acwP56Du18S5gkjwP6Xt9HISEhPr7j2kPg004S33zYpsZUxZrJ3vxcEh8CYU0pI3uJm+XKr04jXGDcOHDr7Tjxj3/J9LLxzIVu/3Wp1lCYX2jYUW4CNkFYhVkcRC+hdVOQQzPfeg8hIjNNOszqKeIP9+zGfeQZz+1bMMSdAuza1t4uKhLJS0MRfPu+PP2DZmnJOvbC00a+z7Ak9+rrZv93Fu++76dPHRqDvXk1IRLxQYXohuVtzOdj6IEywOk3T6ji6Ix1Ha7RGS6WCWeQQjKlT9c28VHC7Me+7F3NPCuYpJ0Prw0ymExmB6SrTTNk+zjRh/ndu2nYu89qh2LU5ZrCLVcvKWbLEwejRVqcRkeak8/jOBMcFE9kp0uooIk1KQ7JFDiU0FB2iEQBsNhg4CCMqBuObBRjffAc7dkJ5LYWUwwFBQZop28ft2gVbtpsMPM5ldZR6CQyGDj3K+P4HncssIp5l2AziB8QTEBFw5MYizYgKZhGROjBmzsR47nlsf78Go1VbbIuXY3zwMcai3yA9o3rjkGDNlO3jFi40CQh30amb7xxdrjTw2HJ27S1n82ark4iIiPg+jTcVEamrkBAYPRpj9GjYswdj8WLMn3/G+OZ7zEB/zK6doWsXzKgIDM2U7bMKCuC33930O8GFzQe/Vk7o5CY0upyFC+10725YHUdERMSnqWAWETka7drBmWdiTJkC69fDb79iLFmCuWptxczZzoCKmbI1rN/nrFoFBSVu+g32reHYlQwD+g4pY+l3Di4utePnZ3UiERER36WCWUSkIex26NsXo29f+NuFGH/8gbnol4pi2e17w3ml4jLakbHlBPvw1UMSOrhZ5DLZs0dzz4mIiDSECmYREU8JDv7fkG23G58czyts3+kmtq1vf9kRG29iGia7dqlgFhER37N7Nxw8CP36WZ1EBbOISONQseyTXC5I2W0yaJxvF8wOB0S3KiclxWl1FBERkXr79/tuTMOkbVs7MTHWZtEnOhERkf/atw+KS03i2/l2wQwQ18bN9h2+/zgawlXi4sDaA5SXllsdRcRnbf1mKz/f/zN5+/OsjiItyKiRNrp3thMVZXUSHWEW8Tl5+/PI3pFN/MB4HP76FRbxpAMHoNxtEtvK9y9iHBvvZtk6338cDbHm3TXs/nY3IZ1CGHDZACI7RVodSbyQq9jFvuX7yN6ZTeKIRCLaR1gdqQbzu+/g9yUYd9zZ5PtOXZlK1tosDqw5QGh8aJPvX1qmYcOsTvA/+rQt4iOytmex5T9bSP0tFbPExC/Ojw5jO9BhdAcCIzUTs4gnlJaCCTibwczSfn5Q5mq5p9Nnbs5k94LddOrVidRtqWz8ZCPDbx5udSzxQrt/282af63BiZOd3+5k5L0jiegQYXWsagx/f8wAa/7WJ52dxMFBB+lwQgdL9i9iNRXMIl4uPzWf1W+vJmNlBoH2QHoc04OI+Aj2rN/Dtg+2seO7HUx8biI2ewv8RCziYWVlYNiaR4HpcAJmxWPy97c6TdM7uO0gdpedjoM6Ynfa2b5xO+Vl5diddqujiZcpSC/AKDcIbxVOxsEM3OVeeCrDyJEYI0dasuvITpEanSEtmgrmFsw0Tda+t5bi7GL6nNdHRym9VN6+PDL+yCBpeBKtu7XGMAwAuo/oTlynOJZ/v5zcPbleOYRMxNfYbGBYHcJD3G7AaB7F/9EoLy2n3FnObx/8RmlpKWaISX5qPuEJ4VZHEy/T9eSulOaXcnDTQbqP765hxyJSjQrmFqwwvZCd/9mJWWwS0yOGTmN07RFvZPezgwGRbSOriuVKYXFhGC6DrO1ZKphFPMDhqCg0m8MwZldZxb+OFvqXvsdpPYhLimPrt1sJaxdG+5Ht9cWw1Mo/1J8BMwdgmmaNv7MiIi30z6gABMUG0WlyJ4qzi0k4NsHqOHIIdv+Kgrm8rOYsr3aHnZCwELK2Z9FxdEcL0ok0L4GBYBhQWAAhPn6QqajQICjAoCV//o/qEsWQLkOsjiE+QsWyiNRGBXMLZhgGvc/pbXUMOQK7nx1sNQtm0zRJ3ZxKcUEx2duyrQkn0sy0awcOm40D+2yEdPfC8xjr4cBeg/aJKgBEREQaQgWziJdz+DvADpsWbSKqbRRhrcIA2LZ0G/ml+cSPjKfnlJ4Wp5TGVFoK8+dD9+7QtavVaZq3mBgICzbYv8dGZx8vmNP32+kzVAWziIhIQ6hgFvFyAREB9Di7B1k7sti3eR87tu4AN0T3jab/2f2J6uwFV3SXRrVyJXy/yMUfS+3ce48KoMZkGNCpg8GBPb59AnNxEeRm2khMtDqJiIiIb1PBLOLlHAEOup/aHagYhl10sIji7GIiO9WcBEyap169oPc6B719/AwKt8uNzeH9hWiHDgYbf/L+nIeTuteGw2ajfXurk4iIiPg23/5EINLCGIZBUHQQUZ2jVCy3IKGhMHMmDB1qdZKjt/zl5Xx77bcUpBVYHeWIOneGwlw76am++zu2LdlGWKhBq1ZWJxEREfFtKphFRKTR5e7OpSyvjNL8UqujHFFSEsRF2Vi+2DcHYZWVwfrlTk4YYfP5S2OJiIhYzTc/DYiIiE8Zdv0wSgtKCWsbZnWUI3I4YPQJNj7+ysHok8rwD7A6Uf1sWmPHLLVzwglWJxEREfF9+u5ZREQaXWBUIOEJ4Rg23xjmfPzxYHfbWb/SbnWUelu5xEH/Pjbi4qxOIiIi4vtUMIuIiPxFZCQMGWBj+W9O3D50damMNIPM/Q5Gj/aNLyZERES8nQpmEfGswkIoLrY6hUiDnXSSQXGWgyU/+sbZSy4XrPjNQdcONvr0sTqNiIhI86CCWUQ8xzQx//53zGuutjqJSIN16ACnnGxnyQ9+PjFj9q/fOygtcDBjuib7EhER8RT9SRURzxo2DE46yeoUIh5xyinQsY2Dr+b4efXQ7P27DVb84sfwoTbatrU6jYiISPOhglmkiRVmFlJa4P2X1jkqhoFx2WUYZ0yxOomIRzidcPEMg7w0J4u+986h2aUl8NVHfnTrYGfgQKvTiIiINC8qmEWaUM7uHBbcsIClzy21OoqI1FHHjjDlNDtLf/Bn9VLvmjXb5YJP3/HDLPDTUGwREZFG4J1fl4s0U4ZhYNgMykvLMU0Tw/D+8yKl6ZUVleEIcKh/eJHJkyE72843n/njcJaQdEy51ZFwueDz9/zI2uPHjdfZaNvWTVqa1alERESaFxXMIk0orF0Y42ePxy/ET8WQHNLK11aSuyuXgVcMJLJTpNVxBDAMOP98g7IyB9/MgdLiEvoPs65oLi2BT9/1I2u3H1dfaadHD7z6HGsRERFfpcFbIk3MP9RfxbIckuk2SV+TTn5yPslzk62OI39is8GMGQaTxjpY+EUA337mpLSk6XOk7jV450V/cvf5c+N1dvr2bfoMIiIiLYWOMIuIeBHDZtB3el/2Lt1Lzyk9rY4jf2EYcO65Bm3aOHh/jo3XN9uZOLWUDl0a//CuywW/LXSwdKEfXTvYueTvNtq1a/TdioiItGgqmEVEvEzC8AQShidYHUMOwTBg1ChISrLx5lt+fPKand5DShk5oYzAoMbZ5/7dBl9/4kfRQSfnnGHnpJPAob/gIiIijU5/bkVERI5CbCzcdKPBjz86+OAjGxtWOOjez8WAY120bms2ePsuF2xaZ2flYjsHUpx07Whj5lU2EvRdioiISJNRwSwiInKUDANGj4aBA20sWuTHDz86eG+5m5h2ZfQdXE5iJzeR0SZ1nbagrBQO7DfYutHO2qVOyovt9Olp4/y/GxxzDNi966pWIiIizZ4KZhERkQYKC4OTT4aJE22sXm3jxx/t/Py5G5fbxObnJja+nFbt3MS2MnE6weE0cbuhvNygsABS99pI22sjO92ODYPQIBsTjrdxwgkQH2/1oxMREWm5VDCLiIh4iM0G/ftD//4G+fl2UlJg1y7Ytctk21aTDUtMqPgPAIOKc5HbJxoc28dG+/aQmAht2+oc5UZTUADl5RXfcoiIiByB/hyLiIg0gpAQ6NWr4qeiNDZwuSrOTS4trSiunc6KH5su8thkzO+/h7w8jPPPtzqKiPia1FRYvRomTLA6iTQhFcwiIiJNxOGo+AkIsDpJy2VMmADuxr8MmIg0Q6mpmLt3U8dpKaSZUMEsIj6tqAiWLIFVq0zyC0z8/Q26djEYORKio61OJyJe5//bu+/wuKoD/ePvnarei9UsyUW23LsxNs2GhGJCy0I2kE42bZNNSEhCyJKQsmSXFDZlU0gh5UcCgVBMB2ODbZoBV9wkN8m2LMnqder9/aFg4lhg2Z7RmfL9PI8eo6mvzdVo3jnnnuP1mk4AIF7NmiVr1izTKTDKKMwA4pJtS48+Kq14LKzewZDKxweVkW2r2yc9+KRLDz/q1KKFDn3ogxbvjwEAAHBKKMwA4o5tS3ffbeuxZ0KavcSn+UuCysx+63q/L6Ctrzv1/BMetba69aUvUpoBADFgcHDoT87LAOIGy4wAiDsvvSQ9vjKkZVcMauklx5ZlSfJ4pTmLQrrm+kHt3BfQX/5iD/9AAACMphdflP21mziPHogjFGYAccW2paeeCatiYkCzFoTe8bYlFbYWnBfQ2hfD6u0dpYAAALydRYtkfe1mlsYH4gg/rQDiyt69Uv3esOacGRzR7WctCGogGNa6dVEOBgDAiaSkSAUFplMAOAkUZgBxpaFBCsnWuJqRTWdLS5eKy4NqbIxyMAAAACQcCjOAuBIMSi6XLeskNkF0uqRAIHqZAAAAkJgozADiSkaGFPRb6hvhOcm2LfV0OpSREd1cAAAASDwUZgBxZfp0KT3FoU3rR7Yr3oH9DvW0OzV3bpSDAQAAIOFQmAHElfR06cyFDm180aWB/ne+rW1LLzzr0tgSp2prRycfAAAAEgeFGUDcueQSS6kOt/76O8/bluZwWHryAbea93h09b9YJ3XOMwAAACBRmAHEoaIi6YufdyjU49Wvv5+qZx91qbXZkm9Q6u6UXlnj1K9/kKK6DV59/CNOzZplOjEAAADi0chOAgSAGFNVJX3zPx1audKj59a4tHFtWGHZsiR53Q6dMc+hCy6wVF1tOikAAADiFYUZQNzKz5euvlq67DKH6usd6u+XvN6hMp2VZTodAAAA4h2FOYnYttTSIjU0SL29Q9+npkrl5VJpqeR0mk4InBqvV5o61XQKAAAAJBoKcxJoaJBWrbL18npbvf22gnb4aDkOBSWnw1KKx9LsGQ6dd56lyZPFAkkAAAAAjHj6aemV9WHNm+vQu99tNguFOYF1dEh//KOtVzeG5ckIatqCoCqqwhpTHlZq2tBt/D6pucmhg/sd2vqaUy/c7tLEaoc++mGHKirM5gcAAACQXJqapD/9JaT0goB23evW1KlOlZeby0NhTlCvvCLd9YewfI6A3n2NX5Omh+UYZk10j1eqqAqroiqshWcH1bg3oKcfdusb33brqsucuvhiRpsBAAAAjA63W3I6pIE+Sw6H5PGYzUNhTkCrVkm/+1NI1dN8etdlgaOjySdiWdLYcWF96N99WrcypLvv86qjw6lrr03ePWx/9dqvlOpO1QdmfMB0lLhx//b7NRAc0HXTrzMdBQAAAHGmoED67Ked2rBhaGvQoiKzeSjMCebVV4fK8tQzBnX+8uApFV2XSzrn3UHl5Nl6/G8pysx06bLLIp811tm2rY3NG+VyuHTd9OtkxeCnBuHw0GyCCROGXlxiwcS8ifIFfaZjAAAAIE7Nnj30FQsozAmks1O6649hVdb6Trks/6OZ80Pq6fbpgRWWpk93aty4iMSMG5Zl6X/f/b8K2aGYLMuStH27tH5TUBs3OvXJT8ZGxhnFM0xHAAAAACJimLNaEa/+3/+z1R8K6sIrAxGbQn3meUFlFQf0m9/aCoUi85jxxO10K8WVYjrG2xo/XirOdWnp0tgoywAAAEAioTAniKYm6ZXXwzrnIv+Iz1keCYdDuugqv/YdDGnDhsg9LiIjJUW6+mqppsZ0EgAAACDxUJgTxHPPSY6UkGpnRn4YuLjUVvHYgFattiP+2AAAAAAQqyjMCeKV9WFNnhWQK0pnpc9cENIb28Pq6YnO4wMA8Hb2duzVz175mR6ve1yDwUHTcQAASYTCnAA6O6W2TlsVVeGoPUdZZVjBsK2Ghqg9BQAAw3qs7jE91/Kcfrftd1rbsNZ0HABAEqEwJ4ADB6Rg2NaYsuhNmc7Nt+X0hinMAIBR1zrQKsu25JBDJRklpuMAAJII20olgN5eKWzbysiKXmG2LCk13VZ/f9SeAgCAYX1q7qe0/tB6BUIBTSqYZDoOACCJUJhxUuwEW/fLtu2Y3WMZADCkOKNYy2uWm44BAEhCTMlOAGlpksOy1N8bveewbWmwz1JaBLesMu2ZPc/ok49/Us/vf950FAAAAAAxiMKcACoqJJfD0uGD0fvf2dluKeBzaOzYqD3FqNvUvEmDjkFtbN5oOgoAAACAGMSU7ASQkyPlZFs6sM+hmqnRWSn7YINDLoeVUIX52unXasKBCVoydonpKAAAAABiECPMCcCypAVzHdq20a1QKDrPsXm9U7U1DmVlRefxTRiTMUaXTb5M+Wn5pqMAAAAAiEEU5mGsWyfd/HVbdXWmk4zcOedIwX6ndm5xRvyxW5stNe116bxzWRwLAKShfYH3d+43HQMAAEQZhXkYW7bY6guE4qowl5dLc2c4tPoxtwYHIve4ti09+Te3yse4NHdu5B4XAOJV52Cn7t1+r1bsWmE6CgAAiDIK8zDe/35L/3qlSxdcYDrJybnuOkuesFvPrHBHbPunV9Y41XbAo499xJIrQc54D9vROc8bQHLIScnRd879jj4484MRf2w70fbuAwAgzlGYh5GVJS1cKLndppOcnPx86br3O1S/0as1T7tOuzRv2+jU2ie8uuTdDtXURCajaS82vqiPrfiYdrXtMh0FQBwrzypXljeyizoE+gNa85012v88U70BAIgVFOYEc+aZ0vuvduq11V49fr9bft/JP0Y4LL242qXH7/Vq6WKX3vvexDl32e10y2E5lOnJNB0FAI4R8ocU6gup5Y0W01ESnm3b2r9mv47sOGI6CgAgxiXIJFv8owsvlNLTXfrj3ZZ+u9up8y/za/yksKwR9N6mA5aefsitziaPrlru1BVXaET3ixfzSufpN6W/MR0DAI6TkpOiRV9dJE+mx3SUhBfoC2jPo3vkyfOoYHKB6TgAgBhGYU5QZ50lTZrk1F2/d2jFH5xKzw1p+vygKqpDKi61j043D4WkI82WDjU4tOU1p44ccKuyzKnP3mRp/HizfwcASDYpOSmmIyQFT4ZH1RdWK6cqx3QUxLpgUPb998t697ulnBzTaQAYQGFOYEVF0o1fslRf79KqVU6tX+3SS0/ZCsuWJ8WWZUl+nyWFLbmdlqbXOvShKy3NnCk5mKwPAEhgVedWmY6AeBAISE6nFAyaTgLAEApzgrMsaeJEaeJESx8NOnXwoNTQIPX2Dm0ZlZo6tCXV2LGS12s6LQAAQAxJTZX13veaTgHAIApzEnG5pMrKoS8AAAAAwDtj4i2AY/T5++QP+U3HAIy5b9t9+vaab2tvx17TUQAAgGEUZgBHDQYH9bXVX9Oft/zZdBTAiJa+Fj1Y96DWH1mvR+oeMR0HAAAYRmEGcFSKK0XnjT1PZ1WeZToKYEReap7mFc9TvitfZ48923QcAABgGOcwAzjG5ZMvNx0BMMblcOk/Fv6HguGg3E636TgAAMAwRpgBAPgHlmVRlgEAgCQKMwAAAAAAw2JK9gn0+HrU0NWgvNQ8lWSWmI4DAAAAABFhh23VPV4n2VLR9CLlVOaYjhRzKMwn8NNXf6qNRzYq3Zmu2869TcUZxaYjAQAAAMBp6znUox1375Dls7R3zF6d9c2zlFaQZjpWTGFK9gkc6T+isDOsgdCAfCGf6TgAAAAAEBH9bf2yg7YKywo12DaooC9oOlLMYYT5BC4cd6FePPiiclNyVZzO6DIAAACAxFA8o1hFC4vUsqFFOZNylFmaaTpSzKEwn8AF4y/QBeMvMB0DAAAAACLKsiwt/I+FsixLlsMyHScmMSUb5vX3S2vWSIODppMAAAAAScXhdFCW3wEjzDBryxbZP/2J1HZE1tXvk66+2nQiAAAAAJDECDMMs48ckbo6ZQcCUmqq6TgAAABAwujqYhLn6WKEOY4EQgH9ZetflJuSq+WTlpuOExHWuedKmZnSk09IU6aYjgMAOEV79kiPPmpr6VJLU6eaThOfdu6UwmGpttZ0EgCJYu0LYaV6LS1dypTrU0VhjiN17XV6dN+jcltunVt9rjI8GaYjnT7LkubNkzVvnukkAIDT8PTT0ppXAxocdGvqVN6YnazubumOn4RkOaRvf8Op/HzTiQAkgrIShzJZ+Pq0UJjjyIS8CXp35btVkFqQGGUZAJAwli2TBgbcWraMsnwq0tKkieMdCgbFm1sAETNrlukE8Y/CHEc8To8+MusjpmMAAHCcCROkz3+esnyqXC7phi/w7wcAsWbEi37dfffdeuKJJ6KZJeH1+Hpk27bpGAAAIMGF7bCerH9SG5o2mI4CAHFtxIU5NTVVl156qT796U+rr68vmpkS0rN7ntWnn/y07tt2n+koAACMrt27Zf/ud6ZTJI2wHdZvN/xWv37j1/rh+h9qzf41piMBQNwacWG+4oortHbtWj377LOaNWuWXnzxxWjmSji9gV6F7JD6AnzYAABIMhkZsmprJWZZRZ1t2/rDpj/oqcandN6081RZVqlfbPyFVu9bbToagHgUDksPPig98IDU3Gw6jREndQ7zwoULtWHDBn3lK1/R2WefrRtuuEHz588/5jaTJk3S9OnTIxoyEVw88WJNL5qusdljTUcBAGB0FRcPfSGqbNvWnzb/SY/vf1znTD1Hk8ZMUk1xjZyWU7/a9CsFw0GdP+580zETykDHgOyQrbSCNNNRgOjYtUv2X+6W7XDI6uuVdd0HTCcadSe96Fdqaqq+//3va/fu3fqf//mf467/4he/qO9///sRCZdIXA6XqnOrTccAAAAJyLZt/WXrX/TIvke0uHaxJpdMliRZlqWzas6S0+HUb7f8VoFQQBdNvMhw2sRg27bWfnetBloGtPg/Fyt/InuBIQHV1EgTamQdaJS1LDk/cDvpwrx582Z94AMfUEdHh5566qnjRphTUlIiFg4AAJy6zk7pqaekpUulggLTaRBNz+9/Xg/ueVCLJi/S1LKpx1xnWZbOnHCmJOmP2/6oqpwq1RbWmoiZcHxdPkmSv8dvOAkQJQ6HrK98RRoYkIqKTKcxYsSFORwO6/bbb9ctt9yiq6++Wj/96U+VnZ0dzWwAAOA0bNkihayQXn3VqQsvNJ0G0ZTiSpFTTnX0d8i2bVnWsVtUBUIBNXU2KcudpdzUXEMpE4tlWbrwpxfK3+NnSjYSW2ZmUm8QP+LC/LOf/Uzf//73dffdd+uqq66KZiYAABABixZJmzc7NXXqiW+L+LawfKE+5v+YfrvltwqHwzpn0jlHS3MwFNQjmx5RuD+sryz6isZkjDGcNnG4vC65vCc9YRNAHBnxT/js2bO1ZcsWjRkz+i+ywWBQq1at0t69ezVr1iwtWLBg1DMAABBvXC5pzhzTKTBalo1bJrfTrV9t/JVC4ZCW1i5VKBzSI5sekb/Hry+f8WWNyx1nOiYAxJURF+YlS5ZEM8fb2rdvn5YvX65gMKhzzz1Xf/7znzVr1iz96Ec/MpIHAAAgVp1debacllO/2PgLPW0/rUH/oAa6B/SlhV/SxPyJpuMBQNyJ6Tkktm3ryiuvVHl5uR555BG5XENx2QMaAABgeIvHLpbL4dLPXv+ZXA6Xvrjgi5pcMNl0LACISzFdmFeuXKkNGzZow4YNR8uyJC1atMhgKgAAgNi2sHyhijOK5XK4VJ5VbjoOgFHweN3jKkgr0Pyy+Se+MUYspgvziy++qNzcXE2YMEH33HOP+vv7NXv2bM2aNett7+Pz+eTz+Y5+393dLWlole9wOBztyEhw4XBYtm1zLCEiOJ4QSRxP+Gdjs8ZK0ikdExxPiCSOp9HRMdghp+VM6H/nSB5LI32MmC7MbW1tSklJ0eLFizVp0iSlpKTos5/9rK677jr94he/GPY+t912m2699dbjLm9tbZXfzx55OD3hcFhdXV2ybVsOh8N0HMQ5jidEEscTIinZjqduX7cGAgMqzig2HSUhJdvxZMrSwqWSpJaWFsNJoieSx1JPT8+IbhfThTktLU1NTU36/ve/r/e///2SpE9+8pNavHix3ve+9+ncc8897j433XSTbrjhhqPfd3d3q6KiQoWFhcrJyRml5EhU4XBYlmWpsLCQF3ycNo4nRBLHEyIp2Y6nh15/SE29Tbrl7FtMR0lIyXY8IXoieSylpKSM6HYxXZgnTZokSTr//POPXnbmmWcqNTVVb7zxxrCF2ev1yuv1Hne5w+HgBxQRYVkWxxMihuMJkcTxhEiKyvHU1SW99JJ01llSWlrkHvc0vX/6+9Xj7+FnJ4p4fUo8g8FB9fh6VJheOKrPG6ljaaT3j+kj9qKLLlJKSopee+21o5dt27ZNAwMDmjiRrREAAADiyuCg7L/+VbJt00mOkenNVGlmqekYQFy59417dfcbd5uOEXUxPcJcVFSk22+/Xddee62uv/56paSk6De/+Y2uvPJKXXDBBabjAQD+QX9bv+qfqFfx9GIVz+A8QADDKC6W9YtfSK6YfgsKYAQunHChBoODpmNEXUyPMEvSv//7v+vJJ59UamqqnE6n7rzzTt1///2yLMt0NADA39lhW6/f+br23b9PL/33S2ra0GQ6EoBYRVkGEkJRepHGZo81HSPq4uIVa/78+Zo/n/3EACBW+Xv96t7brYLSAnW0dKh1W6tKZpeYjgUAiGGBgYDeuPcNlc4rVdHUItNxgGHF/AgzACD2ebO8qn1frY50HVEoJaSyBWWmIwEAYtz+5/dr/4r92n7fdtNRgLcVFyPMAIDYV3VulUrmlMjf41dmWabpOACAGJc3Pk/58/M1dkniT+tF/KIwAwAiwrIspWSnKCV7ZPsaAgCSW96EPC35yhLTMYB3xJRsAAAAAMBx7GdXyr7+eqmlxXQUYyjMAAAAAIDjrXxW6u2W9u41ncQYpmQDwCjYvFl64MGwrrnaocmTTacBAAA4MetLX5IaGqQZM0xHMYYRZgAYBfv3S5Y7rIYG00kAAABGKDdXmjlTsizTSYxhhBkARsHFF0tTprhUXW06CQAAAEaKwgwAo8DplMaPN50CAAAAJ4Mp2QAAAAAADIPCDAAAAOCUhMPSCy9IGzdKtm06DRB5TMkGAAAAcEoeflj660NBOS1Ln/u0U/PmmU4ERBYjzAAAAABOSVeX5HCHFQyH1dlpOg0QeYwwAwAAADgl73mP5PO5lZZm6ayzTKcBIo/CDAAAAOCU5OZK//ZvybtHLxIfU7IBAACABNPdLd13n60dO0wnAeIbhRkAAABIMN3dki8Y1uHDppMA8Y0p2QAAAECCKS+XrrrcKa/XdBIgvlGYAQAAgASUkmI6ARD/mJINAAAAAMAwKMwAAAAAAAyDwgwAACIi6AuajgAkNTtsa/OfNmvPyj2mowAJg8IMAABO2/41+/X4px7njTpgUFdjl/Y9uU9v/L83FA6GTccBEgKLfgEAgNPW29QrO2DLk+4xHQVIWtljszX1A1OVWZYph4txMSASKMwAAOC01V5Zq5zqHJXOKzUdBUhalmVp/LvGm44BJBQKMwAAOG0Ol0Nl88tMxwAAIKKYqwEAAAAgYbW0SC+8IIU5rRungBFmAAAAAAnr0Ucl2xVUYaFLEyeaToN4wwgzAAAAgIR1/vlSWZFL1dWmkyAeMcIMAAAAIGFVVAx9AaeCEWYAAAAAAIZBYQYAAAAAYBgUZgAAAAAAhkFhBgAAAABgGBRmAAAAAACGQWEG3sGhnkMaDA6ajgEAAADAAAoz8Db2dOzRV1Z9RT9++cemoyBWtbdL69ZJoZDpJAAAAIgC9mEG3kaWN0sFKQWaWjjVdBTEKPu++6RVK2U5ndIZZ5iOAwAAgAijMANvoyCtQD96149Mx0AMs847T7bLKdXWmo4CAACAKKAwA8CpmjhR1sSJplMAAAAgSjiHGQAAAACAYVCYAQCIE7Zta8NvN+j57zyvoC9oOg4AAAmPwgwAQJwY7BhU4+pGdbzRofb6dtNxAIxQXZ300ktSOGw6CYCTxTnMAADEidS8VNX+a62Cg0EVTik0HQfACPT0SP99e1i+YFiSi00VAEnq75eef16aMUMqLTWd5h1RmAEAiCMTL2KhOSCeeDxSbo6ljk6H8vJMpwFig/21m2S3NMuav0DWF24wHecdUZgBAACAKPF6pe9825LPZykry3QaIEaUlso63CQrNc10khOiMMOsl16SLclifhIAAEhQXu/QF4Ah1o1flrZskeJge04W/YI5ti37l7+Q/u//JL8/us/l98u+/nrZP/xhdJ8HMGT/fqmvz3QKAACAEbCsofOXU1NNJzkhRphhjmW9dc6CxxPd53K5pFBQ2rs3us8DGLBhg/SLX4dUUmzpm7fwOSgAAECkUJhh1owZo/M8DoesX9059GkWkGBSU6VwyFJmBsc3AABAJFGYkTzcbtMJgKiYPFm64wcOpaSYTgIAAOJRd7d08ODQewrGl45FYQaABJCebjoBgHgRDoW1+pbVCnQHlD0+W/M/PV9Oj9N0LAAG/fgnYR04HNaH3u/SokWm08QWTnYDAABIIs2bm9Wzq0eFGYVqXdeqV3/5quywbToWAIPGjLFkBx3KzzedJPYwwgwAAJBE2na2yQpbGjtzrHx9PvU09EhMwQSS2sc+aumjH7HkYDj1OPyTAAAAJJGa5TVKrUrV2nvWqqW5ReWLy2Vx0iKQ1CxLlOW3wQgzkCT6+yWfT8rNNZ0EAGCSJ8Oj+Z+br/a6dmWUZCh3HL8YAODtUJiBJPHkU7YGBm396zUOVj8EgCSXU5mjnMoc0zEAIOZRmIEkMX6cpc5Oi7IMAAAAjBCFGUgSM2ZE8cH7+qQtW6SpU6XMzCg+EQAAADB6OLUbwOl75RXZP/lf6YUXTCcBAAAAIoYRZgCn74wzZHV0SEuWmE4CAAAARAyFGcDpS02VrrzSdAoAAAAgopiSDQAAAADAMCjMAAAAAAAMg8IMAAAAAMAwOIcZAAAAABA9ti3190vd3VJXl9TTM/RnTo40b57pdO+IwgwAAAAAiCj7wQekzZuljg6ps1Py+6VQSAqHpFBQdigsKy9f1s9/IXm9puO+LQozAAAAACBybFt6/nnZdTtkz5guFVZJaalSatrf/0yV9eAKad78mC7LEucwAwAAAAAiybJkfex6WZnZQwV5+lRp/DipdIyUky0dPCQrZMu68ELTSU+IwgwAAAAAiKypU2W953JZGzZLbe1vXW7bsjZtkWbPkcaNM5dvhCjMAAAAAIDIu+oqWbXTZK16fuj8ZUlqapbV2y/rwovMZhshCjMAAAAAIPLcblmf+IQsh1t6ab0kydq4SaqZJE2fbjjcyFCYAQAAAADRUV4u6/3XylG/V9q8VVZru6yLL5Esy3SyEaEwAwAAAACi5/zzpUVnynppvVRRKS1YYDrRiLGtFAAAAAAgev6+arbCYVlnnS254qeGxk9SAAAAAEB8ysmRdeOXTac4aUzJBgAAAABgGBTmGBEOm04AAAAAAPhHFOYYsG2b9NP/C+vll00nAQAAAAC8icIcA1JTJZdTSk83nQQAAAAA8CYW/YoB1dXSpz/FZxcAAABAohrsGlR7fbuKpxfL6XGajoMRojADAAAAQJSEQ2HtW7VPO/66Q4H2gNx5bpWfVa7yReXKHZcry7JMR8Q7oDADAIC4sbZhrZyWU4sqFpmOAgAn1FbXpi1/2KKu7V0qG1emskVlatnTokOPHdLeR/YqszpTFWdXqGJRhVJyUkzHxTAozAAAIG6s3r9aqa5UCjOAmNdzqEfrvr1Ome5MLbhkgbKKsiRJWYVZGr9gvNoPtOvA1gPadtc2ubwuVS+tNpwYw6EwAwCAuHHDGTfI4/SYjgEAJ2ZJdsBWzdk1R8vy0assS/kV+fL1+XSk84hK5pQYCokTYaUpAAAQN9LcaXI5+LwfiEVhO6y2/jbTMWKG0+OULCkUDL3tbZp3Nytvah7TsWMYhRkAAADAafvZ+p/pi89+UWv2rzEdJSY4PU5ZlqVQYPjCHPAF1N7artIFpaOcDCeDwgwAAADgtHX7uuVxedTr7zUdJSa8OcIcGAwcd50dtrXv9X2SV0zHjnHMaQIAAABw2r5wxhe0r3OfavJrTEeJCU6PUynFKdrx8g71tPZo3Pxx8qR51Hm4UzvW7FBfsE/j3zNeqbmppqPiHVCYAQAAAJy2NHeaphROMR0jZliWpWW3LdPeZ/eq7sE6Nd3bpJyCHLW1til3Zq7O/sDZyqnKMR0TJ0BhBgAAAIAocHqcmnDhBI09a6zqH6/XgXUHNPOzM1V5VqUsh2U6HkaAwgwAAAAAUeRJ92jKe6eo9qpaWRZFOZ6w6BcAAAAAjALKcvyhMAMAAAAAMAwKMwCconAorN1P71ZXQ5fpKAAAAIgCCjMAnKLGdY3a+puteuXHr8i2bdNxAAAAEGEs+gUApyi7Mls5U3JUdW4V5yQBAAAkIAozAJyinMocnXPLOaZjAAAAIEqYkg0AAAAAwDAozAAAAACAk/bww7Z+/suw+vtNJ4keCjMAAAAA4KS5XJLLKSXyUi6cwwwAAAAAOGkXX2xJSuC2LEaYAQAAAAAYFoUZAAAASDBBX1CB/oDpGEDcozADAAAACWSgfUCPf+pxrbp5lYKDQdNxgLhGYQYAAAASSKA/IDtsy9ftk9PjNB0HiGss+gUAAAAkkKzyLC27fZm8mV5ZjsRekAmINgozAAAAkGDSC9NNRwASAlOyAQAAAAAYBoUZAAAAAIBhUJgBAAAAABgGhRmIQZ2dkt9vOgUAAACQ3Fj0C4gxTz0l3X1vSAW5lm75T4eyskwnAgAAAJITI8xAjHl9g62+QFBNR8Lat890GgAAACB5McIMxJh3XWCp8aBbY8st1dSYTgMAAAAkLwozEGPmzJHmzGHyBwAAAGAa78oBAAAAABgGhRkAAAAAgGFQmAEAAAAAGAaFGQAAAACAYVCYAQAAAAAYBoUZAAAAAIBhUJgBAAAAABgGhRkAAACjaseRHWrpazEdAwBOiMIMAACAUdPY1ajvvPAd3bbuNtNRAOCEXKYDAAAAIHnkpeZpduFsTSmYYjoKAJwQhRkAgCRm25LfL3m9ppMgWaR70vXFRV80HQMARoQp2QAAJLHnn5f++rewGhtNJwEAIPZQmAEASGJFRZLXZSkry3QSIDHZK5+R/vAHae9e01EAnAKmZAMAkMRqa6XaWst0DCBxPfaYwu2tsg4dlPXVm0ynAXCSGGEGAAAAomXOXFmeVFnvucx0EgCngBFmAAAAIEqsa6+Vrr5acrtNRwFwChhhBgAAAKKJsgzELQozAAAAAADDoDADAAAAJ6mxq1F3vnan9nTsMR0FQBRRmAEAAICTtHLvSj3W+Jie2v2U6SiIINu29ZNXfqLH6x43HQUxIq4K8w9+8AN96UtfUldXl+kogMKhsOkIAADAkGXVy3RxxcV61/h3vePtVu5ZqY+u+KgO9x4epWQ4HbZsbWjeoK2tW01HQYyIm1Wy77zzTt12221qa2vT5z//eWVnZ5uOhCTWfahbL/33S8qsyFTJ3BKVzClRam6q6VgAAGCUVGRX6ONzP37C2zV2NypoB9XS16IxGWNGIRlOh8Ny6FeX/EoOK67GFRFFcVGYt23bpltvvVW33367PvrRj5qOgyTn6/Zp0y82ydXlkh20tfWVrdrq3arc2lyVzB8qz+mF6aZjAgCAGHDt9Gu1vGa5CtIKTEfBCLkccVGRMEpi/mgYHBzUNddcox/84AfKz883HQdJzt/r184Hd8pusTXnsjnypnkV8AV0ZN8RNe9p1vZfb9e21G06+1tnK6cqx3RcAABgmNvppiwDcSzmC/PnP/95zZkzR9dcc42eeeaZE97e5/PJ5/Md/b67u1uSFA6HFQ5zzilOXdAX1Ms/flm+dp/mXzRf7lS3wnZYTo9TxTXFKq4pVtAf1PN3P6/O/Z3KGptlOjJiXDgclm3bvDYhIjieEEkcT4gkjidESiSPpZE+RkwX5vvvv19PPfWUNm7cOOL73Hbbbbr11luPu7y1tVV+vz+C6ZBsug92q7O9U8WzizWQNaBBe/D4G7kl7wSvDh86rJSWlNEPibgSDofV1dUl27blcHCuFE4PxxMiieMJkcTxhEiJ5LHU09MzotvFdGG+6aabNH78eH3rW9+SJDU0NEiSvvOd7+jiiy/We97znmHvc8MNNxz9vru7WxUVFSosLFROTs6o5EZiSneka3vLdqUF05SnvLddDCLbly1/vV9F1xSNckLEm3A4LMuyVFhYyBsInDaOJ0QSxxMiieMJkRLJYyklZWSDWzFdmG+88cZjtpB681OAwsJCZWZmDnsfr9crr9d73OUOh4MfUJyW9Lx0ySEFBgNyWI63L8wF2dqze49kSw4nxxzemWVZvD4hYjieEEkcT4gkjidESqSOpZHeP6YL88c/fuxS/c8884x+9atf6ROf+ITKy8sNpUKycrgc8uZ4FRgIvO1twqGwWve1yp3hVjgQpjADwEmy7aE/LctsDgAAJIl388BJSC1IVX9Xv0LB0LDX71y7U93+bs377Dy5UmL68ygAiEl//outn/5fWCw7AnV1SX19plMgjrz5gRsQSXFVmGtqanT77bdzLjKMyZ2Yq56+Hq358xq9sfINdRzskP33V+cDWw/o4P6DmvGxGcqfyBZoAHAqUlMkr4cR5qTm90uPPir7S1+U/eUbaUEYkfvus3X9v4U1gk11gJMSV0NgY8eO1Ze+9CXTMZDEpl0zTVlzsjS4c1AH1h5Q07NNSnGmqKCiQAfrD6r6impVnl1pOiYAxK0rrrAk0ZaTkm1LL78s+557ZDfuk1JTZPn9fHqCEdm8xVaPP6gtW9w6/3yOGUROXBVmIBakZKdo7PKxmnTpJLXXt6vxhUYdeuGQ8hfka9o100zHAwAg/tTVyf7Ln6XNm2QXF8i+fLnU0Chr117TyRAnPvRBh156yaPzzjOdBImGwgycIsuylD8xX/kT8zX9X6crHArL4YqrsxwAADCrpUX2ffdJa56XneKWff65UumYoetsW2JFZYzQ+PFDX0CkUZiBCHB6nHLKaToGAADxob9/6DzlR1fI9g3KnjtLqplw7PRrCjOAGEBhBgAgAh7Y8YCO9B/Rx+d8/MQ3BpJVKCQ9/7zs+/4qu+Ww7CmTpJkzJPcwb0nDtuTkw2gAZlGYAQCIAK/DK6/LazoGEJtsW9qyZeg85V07ZY8tk/3ey6S0tHe4T5gRZgDGUZgBAIiAi2suNh0BiF0HDsj+7+/J9g/IvuTdUsEItl+0xQrZAIzjYzsAwKjzdfsUDoVNxwAwWvLypIVnyHK6Zb34itTReeL7MMIMIAbwKgQAGFUdezq0+mur9dovXzMdBcBoSU+X9bnPyfra12XlFsh6+DHphZckv//t72PbksVbVQBm8SoEABhV3myvHKkOjZk1xnQUAKNtxgxZ3/muHB/9uBwtHbL++qC0s26oHP8z25acvFUFYBbnMAMARlVafpouuP0C0zEAmOJ2SxdfLOuMM6R77pH1/GrZ23fKXnyGVFjw1u3CbCsFwDxehQAAADAyHR2yf/Qjqb399B8rL0/Wpz4l6xu3yiopl+Oxp2U9t1YaHBy63mZbKQDmUZgBAAAwMsGgtHWL1NsbucecPFnWrd+S9clPy+oZkHXfQ9Ib26Uwi34BMI8p2f8oGBz608U/CwAAwHEKC2X9+jeR3+7J6ZTOP1/W/PnS/ffJeuZp2d1d0rQZkX0eADhJNENJWr9e9vpXpI0bpYk1sm680XQiAIBhgYGAdj68U8UzilVYW2g6DhA7ork3cna2rI9+TDrnXOnPd0uTa6P3XAAwAhTmcFj2r34pu/mQ5PHI8leaTgQgimzb1kDbgNIK0kxHQYw7vOGwdj+4WwNtAxRmYLSNHy/r6/9pOgUAcA6zHA5Z114nKyNbCgRl1U4xnQhAFL36f6/qmRueUcPaBtNREONK5pRo/OXjVTqv1HQUAABgCCPMknTuubLcbumxR6VZs0ynARAltm1roGNAkuROdxtOg1jnSnFp2jXTTMcAAAAGUZjftHixrMWLTacAEEWWZenMG8+Ur9un9MJ003EAAAAQ4yjMAJKKy+uSq5CXPgAAAJwY5zADAAAAADAMCjMAAAAAAMOgMAMAAAA4xmDXoOywbToGYByFGQAAAMBRfa19evoLT2vlV1eajgIYR2EGAAAAcFQ4GJYdthlhBsQq2cDI2fzSAAAAiS9jTIbO//75shyW6SiAcRRmYCT6+mTf9FXZJSXShz9iOg0AAEDUWJaltII00zGAmEBhBkbAvv9+2QcbpeZmae9eqbjYdCQAAAAAUcY5zMCJ1NdLTzwue95s2TmZstetk8Jh06kAAAAARBmFGXgnwaDsu+6SneKWptbKXjBXOtgovfSS6WQAAAAAoozCDLyTp5+WdmyTfdaZkmVJhYWyc3Nk/+1vUiBgOh0wKra3btfjdY/LF/SZjmLE3r3S734n7dljOgkAABhtFGbg7Rw5Ivu+vyo8sVoqyH/r8poJUuN+adUqc9mAUdLW36Y71t+hX7/xa3199de1u3236Uij7p57bT22yq977mWlfOB0HTkiPfaYNDhoOgkAjAyFGRiObcv+059kD/RK8+cee116muzKCtkPPiD195vJB4ySe7fdqx716KoFV2l3326t2pd8HxQtmG+pJM+lBfPZXuXt9PZKu3aZToF48Mwz0sHmoF5/3XQSmOLzST09plMAI0dhBobz2mvSi+tkn7FAcruPu9qeN1t2S7P01FMGwgGjJyclR+FAWM9se0bpVrqWVi81HWnULV0q/fgOh5YtO7X7B8NBdQ52RjRTrFm7VtrXGNaRI6aTINa9+91SVblLc+ee+LZITKtW2XrymTDrpyJuUJiBf9bfL/uPf5BdkCtVVw5/m7Q02ZPGy17xsNTVNbr5gFH0vqnv0xfmfkH5ytfVk67WuNxxpiPFnad3P60fvvRDBcNB01GiZs4cKSPVofz8E98WyS03V7rgAsnrNZ0EplRWWiotdshBC0GcYB9m4J/YDz4o+9AB2Vde+s43nD1T9r0PSCtWyLruutEJB4wyy7K0sHyhFpYvNB0lbs0vm6/C9EI5LafpKFFTVDT0BQAnUltrOgFwcvhsB/hH+/ZJjz0ie+Y0KSPjnW/r9cqeVis99aTU0jIq8QDEn4K0As0rnSfL4hxoAADiDYUZeFM4LPv3d8l2OaTpU0d2n+lTZQd8QwuAAQAAIH5xYjWGQWEG3vTss9KWzUN7Lo/0xBqXS/as6dLq1dL+/VGNBwAAgCjZtk32Rz8i+777TCdBlLTVtamroUuDXSe3rx2FGZCk9nbZ9/xF9rhKqajw5O47uUa2U7Lv5wUWAAAgLnV0DG0QvmmT6SSIAl+3T+u+u06rv7xaq29eLV+Pb8T3pTADkuw/3y27t0v2wnknf2eHQ/bc2dIrL0s7dkQ+HAAAAKJrwQJZN39d1k03mU6CKOhq6JLdZ2v6oukKNAe0/7mRzwylMAMbN0prnh8qyx7PqT3GuCrZaSmy/3qvZNsRjQfAjMHBobMtBgZMJwEARJ3bLU2fLqWlmU6CKHB6nHKkObR7/W6FrbDc6e4R35fCjOQ2ODi053JOljSu+tQfx7JkL5grbdksvf565PIBMGbjRsnlDem110wnAQAApyO/Jl/zb5ivzPmZmvLhKRoza8yI78s+zEhuK1bI3r9X9hWXSqe75UtZqey8HOmvf5U1a5bkTNw9V4FkMHeutGmTUzNP4UwNAAAQW8bMHKMxM98qyoHuwIjuxwgzkldjo+yHH5Q9Y6qUlRmRh7QXzJXqd0kvvBCRxwNgjtstzZs39CcAAEhOFGYkp3BY9l13ybZsacb0yD1uYYHs0uKhFbP9/sg9LgAAAIBRR2FGcnruOWnzxqE9l52R/TGwF86TfaBxaF9nAAAAAHGLwozk09kp+y9/ll1ZLo0pjvzjZ2VJ1WNlP/ig1NcX+ccHAAAAMCoozEg69l/+IruzXfYZ86P3HPNmy25rkZ54ImrPAQAAACC6KMxILlu3SqtXyV44V/J6o/c8aWmyJ02U/dijUkdH9J4HAAAAQNRQmJE8/H7Zv/+97Kx0acL46D/f7Bmye7tlr1gR/ecCAAAAEHHsw4zksXq17PqdUm62rGefk1wu2U6n5HJKLtfQvslv/vnmf7ucx17uckmeFMkKS86/X+9wDL+Hs8cje/oUWU8/Jb3rXdKYkW+QDgA4Ob6gTw/seEAzi2eqtrDWdBwAQIKgMCN5TJ8u67zzJZ9PCvgln1+W3ycN+iX/4NBlfr8UCEi2/U9fYcmWJFtWSakcBw/IEQ7Ltu2hx3ZYbxVth+Pv/21JtmR3tktPPCHrwx82+JcHgMT2etPrenD3g9rSskXfXfpd03EAAAmCwozkUVIi63OfO/HtbFsKBt8qz//w31YgIKujQ5bHIysYlBUIDN3mRF9LlkT/7wcASWxOyRz9y8R/0bSiaaajAAASCIUZ+GeWJbndQ1//LByWWlqkoqKhkWQAQEzwury6aspVpmMAABIM7/gBAAAAABgGhRkAAAAAgGFQmAGMvnBY6uoaOl8cAAAAiFEUZgCjb/Nm2V/84tCK5QAAAECMYtEvAKNv5kxZ//mfUkqK6SQAYkDIH9Lrd74uV6pLsz4yS9Zwe9sDwNto392uQ+sPqXVbq+b+21xllWeZjoQEwggzgNFnWVJlpekUAGJE575ONb3UpANrD1CWAZyU/iP9WvftdWp8qFH+er9e+sFLGugYMB0LCYTCDCC+hMOyf/kLaccO00kAREjexDzN/8J8Lb55sekoAOLMrkd2yTno1OJrFmv+5fPlP+jXzod2mo6FBMKUbCDCdrfv1p0b7lRNXo3OqzpP1bnVpiMllmBQ8gekgTj89HjHDtmbNsm65hrTSYCYYlmWSuaUmI4B2x6aAQTEEV+PT+FwWL5+n7xpXoXDYWVXZpuOhQTCCDMQYU/UP6FGf6NWt6zWLWtu0f7O/aYjJRaPR9ZnPyvNnm06yckLh6VQyHQKADheXZ3sX/3SdArgpM352ByljkvVC/e/oLV/WSvbY6tgUoHpWEggjDADEdTt69bLh19WZUmlirKK9PrO15XuSTcdC7FiyhRZU6aYTgEAx6uokDV3nukUwElzp7m16EuL1LK1Rb5unwL9AWWUZJiOhQRCYQYiKMOToekF07Xx0EbtOLhD55Sco4I0PuUEAMS4lBRpHoUZ8SmtIE1V51aZjoEERWEGIshhOXTjmTeqsatRm5o3aWHZQtORAAAAAJwiCjMQBRXZFarIrjAdAwAAAMBpYNEvAAAAAACGQWEGAAAAAGAYFGYAAAAAAIZBYQYAAAAAYBgUZgAAAAAAhkFhBgAg2Rw8KHV3m04BAEDMozADAJBMdu+W/ZUvy/7fOyTbNp0GAICYRmEGACCJ2A8/LLu/V9q6Vdq1y3QcAAns8brHdc+2e0zHAE6Ly3QAAAAweqwLL5SVny85HNL48abjjL6BAcnrHfr7A4iq0sxSZQeyTccATguFGaNizx5p8xZbi86wVFxsOg0AJLHa2qGvZNTTI/uzn5VKS2X913+ZTgMkvJljZkqSwuGw4STAqePjVYyK/n4pGLI1MGA6CQAgaXk8ktstjRljOgkAIE4wwoxRMW2aNG0an88AAAzyemXdeafpFACAOEKDAQAAAABgGBRmAAAAAACGwZRsIIZtf2C7Dr5wUJVLKzXxoomm4wAAAABJhRFmIEZ17OlQ3YN16tnao/oV9QoHWWESAAAAGE2MMAMxKndcrqZeO1WN6xpVOr9UDhefbwEAAACjicIMxLDx7xqv8e8abzoGACCBBX1B+Xv98vf65Un3KK0gzXQkAIgZFGYAAIAEYYdt+fv8Rwuwv9cvf8+x3/u6ffJ1+eTv9Mvf7VfIF5IdtqWwlDctT0tuXmL6rwEAMYPCDAAAEKNC/pB8Pb53LsCdfy/AXUPfKzRUnBWSFB76cnvdcnuGvjxej9JS0pSTkSN3gVueVI/cqW75en3a/tp2Hdl+RPmT803/1QHEqHAwrH3P7ZMn3aPyM8pNx4k6CjMAAMAosMO2Av2BdyzAvh6ffJ1/L79dx47+vlmAnU7n0fLr9rjlTnErJzVH7mK3PJUeedI8cqe8VYTdXrcsyzpxPtvWge0HtOuRXVo0eVHU/z0AxKeGdQ3acucWubJcKplTIqfHaTpSVFGYAQAATkHIHzpact+2AHf9vQB3/330NzjM6K/HfcwIcFpqmnLSc+TOf6v0elL+XoS9bjnd0XlzalmWxs0Zp01rN6m9vl3KisrTAIhzBZMLVHZumQqnFMrhTvxFaSnMAAAgsdj20J8jGFV96y62An2BdyzAvp6hkd83C3Bo8PjRX4fDIbfXLY/Hc7QIZ6dmy1PkkWfsP5XflL+P/jpGnjPaCqoKlL4+Xbse2aVx7x9nOg6AGJRRnKF5n5xnOsaooTADAIDE0dEh+4YvKDRlugIf+/Q7F+C/n/fr6/KNePQ3NTVVWWlZ8uR7hkZ/U9xDJTjVI0+KJ2qjv6PFsixVz67W1vVbVbSsSEVFRaYjAYBRFGYAAJAwmja36vVXShXc7ZE2PHXs6K/lGCq47qGFr9xet7JSs+QpPHb0980CHGujv6OleHyx6l+r16FXD2ncdEaZASQ3CjMAAEgYh3f3yT3rHE2aO/6t0d+UodHgeB/9HS2Ww1L1rGpt375d3Qe7lVORYzoSABiT+GdpAwCApGCHbTW/3qyi6mKVTCpRQWWBsouylZqVSlk+ScUTiuWWW/WP15uOAgBGUZgBAEBC6NzfKd8RnwoqC0xHiXsOp0NF1UU6uPageg/3mo4DAMZQmAEAQEJo2doil+1Szpgc01ESQn55vtxBt+oeqzMdBQCMoTADAICE0LyhWXnFeUm5UFc0WA5LlVMrdWD1AfUf6TcdBwCMoDADAIC45+v2qXNXJ9OxI6xsapmcfqfqn+BcZgDJicIMAADiXsvWFtmDtgrGUpgjyelyauyUsWpY2aCBjgHTcQBg1FGYAQBA3Gve0qys7Cx50jymoySciukVUp+05+k9pqMAwKijMAMAgLgWDoXV8nqL8svzTUdJSC6PS2Nrx2rfk/vk6/aZjgMAo4rCDAAA4lrH7g4FOgMqqGI6drRUzKiQ3W1rzzOMMgNILhTmWGLbUk+P6RQAAMSVlq0tcjvcyirMMh0lYXlSPCqrKdPeJ/bK3+c3HQcARg2FOYbYv/+97H//jPT666ajAAAQNw5vOKz8knxZFttJRVPVrCqFOkLat2qf6SgAMGoozLHCtqXXXpXd1S77jh9RmiXZtm06AgAgxg20D6h7TzfbSY0CT5pHpeNLtfux3QoOBk3HAYBRQWGOFQcPSq2tsi9YJjs7Y6g0b9hgOpUxDesa9MjHHtHL//uy6SgAgBjWsrVFls9iwa9RUjW7SoHWgPY9t890FAAYFRTmWLF9u+zBAVlvbJNaj0i+QdmNjaZTGWHbtnbcv0PBpqCaX23WYNeg6UgAgBjVvLlZ2bnZcqe4TUdJCikZKSqpLNHuR3Yr5A+ZjgMAUUdhjhUpKbKysmWVVMjxvmtlfes7si6+2HQqIyzLUvUF1cqYkqHKd1UqJTvFdCQAQAwKBUJq3diq/ApGl0dT1Zwq+Zp82r9mv+koAAyzbVv3bbtPO4/sNB0lalymA+DvzjpL1vz5UgrlUJImXjRREy+aaDoGACCGte1qU7A7qMKqQtNRkkpadpqKyotU/0i9qs6pksPF+AuQrILhoOo76uVxejSpYJLpOFHBK1wsoSwDADBiLVtb5HV7lZ6XbjpK0hk3b5wGDgyo8cXkPH0MwBC3060bF92oS2suNR0laijMAAAgLjVvaGY7KUPSc9NVVFKkuofrFA6FTccBYJDT4Uzo12EKMwAAiDu9zb3qbehlOrZB1XOr1bevT4fWHzIdBQCihsIMAADiTsvWFll+S7nluaajJK3MgkzlF+Zr18O7ZIdt03EAICoozAAAIO40b2pWbkGuXG7WLzWpem61eup71LShyXQUAIgKCjMAAIgrQV9QbVvaVDC2wHSUpJczJke5ubmqe7hOts0oM4DEQ2EGAABx5ciOIwr1hpRfyf7LsWDc3HHq3NGpli0tpqMAQMRRmAFglLS0SIGA6RSJwbZtzplMYi1bWpSakqr0HLaTigW5ZbnKzsoeOpeZUWYACYbCDACjYOdO6We/DOmuu3gzebo2/XGTHvnII9p6z1bTUWCAbdtqfr1Z+WWMLseS6jnVat/ariM7jpiOAgARRWEGgFGQlSU5bEtlZYm7T+FoadvepmBzUPue3KfBrkHTcTDKeg72qL+pn+2kYkx+Rb4yUzO1a8Uu01EAIKIozAAwCkpKpG/c4tDFF5tOEv/GXzReKVUpqr6oWinZKabjYJS1bG2RM+hUbinbScUSy7JUPadaRzYcUVtdm+k4ABAx7MUAAIgrlWdVauySsbKs6I3Wh+2wLFlRfQ6cmubNzcotzJXDyWf+saawulDpr6ar7tE65X+eKfMRsX277J07ZV12mcTrEWAEv20AAHEn2kX2b9v/pt9u+m1UnwMnL9AfUPsb7SqoZDupWGRZlqpnV6v5lWZ17us0HScx+P2Sz2c6BZDUKMwAAPyTaUXTNClvkukY+Cet21oV7guroIrCHKuKxxcr1ZmqXY9yLnNEzJwp65prGF0GDGJKNgAA/2RywWTTETCM5s3NSs9IV0oG567HKsthqWpmlba/sF3dl3UrqzzLdCQAOC2MMANAkgr0B1T/ZL36WvpMRwFOyLZttWxoUUEZo8uxrqSmRCl2iuoeqzMdBQBOG4UZAJLUoVcPqeHpBu1dtdd0FOCEuvZ3abB1kPOX44DD6VDlzEodXHNQvc29puMAwGmhMANAkiqdV6ryc8s17vxxpqMAJ9S8pVku26WckhzTUTACpZNL5Q66Vf94vekoAHBaKMwAkKTcaW7VLK9RWn6a6SjACbVsalFeUZ4sB4sfxQOny6nKaZVqXNWo/rZ+03EA4JRRmAEAQEzzdfvUsaOD1bHjTNnUMjl9TtU/wSizJCkQGPoCEFcozAAAIKa1vNEie9BWwVgKczxxuV2qqK1QwzMNGuwcNB3HOPuuu2Q/9ZTpGABOEoUZAADEtJYtLcrMypQnzWM6Ck7S2BljZfVb2v30btNRjLMuuUTWvHmmYwA4SRRmAAAQs+ywrZbXW1RQwehyPHJ5XKqYVKF9T+yTr8dnOo5ZpaVScbHpFABOEoUZAADErPbd7fJ3+NlOKo5VzKyQ3W1r70q2sDsdA4EB7WrbpbAdNh0FSCoUZgAAELNatrTIbbmVVZRlOgpOkSfFo7KaMu15fI8C/Sx6dSqaepr0ree/pW+u/aYe3vlw1J7Htu2oPTYQryjMAAAgZjVvbFZ+Sb4si+2k4lnlrEqF2kPa+yyjzCerfaBd31zzTTWHmzWhYoL+uvOver3p9Yg/TzAc1I9f+bHWNayL+GMD8YzCDAAxxLal55+XNm82nQQwb6B9QN27u5mOnQC8aV6VVpdq92O7FRwMmo4TV8J2WIFwQIVZhZpYPFE+y6dNzZui8lzjc8erOrc6Ko8NxCuX6QAnsmvXLv35z3/Wnj17VFFRoQ9/+MOaMGGC6VgAEBV9fdKLL4ck29KMGXymieTWsrVF8kn5FfmmoyACquZW6eBfD2r/8/s1/l3jTceJGwVpBbp+5vX66es/1Z7DezQvf56uqr0q4s/jcri0vGZ5xB8XiHcx/W7sD3/4g6644grZtq2lS5fq8OHDmjJlip599lnT0eLLkSPSli2mUwAYgYwMaem5Tl1+WUy/PAOjonlLs7Jys+ROcZuOgghIyUhRSVWJ6h+pVygQMh0nrpxZcaaun369PjDpA/rSmV9Sljf2zunvHOxkQTIkpJgeYb7gggt03XXXyeEYeuP4oQ99SB0dHfrWt76lpUuXGk4XR157Tfbf/ibrZz+TXDH9vxyApPnzTScAzAsHw2rd0KrKsZWmoyCCquZUqemBJjWsbVD1eUz9PRlLx8Xue99dbbt027rb9Km5n9KCsgWm4wARFdNDGCUlJUfL8pvKy8vV0dFhKFGcWrZM1u23U5YBAHGjbVebgt1Bzl9OMGnZaSoqK1L9inqFg4xGJoqx2WN1XuV5qs7hQxAknrhqUEeOHNGf//xnffjDH37b2/h8Pvl8vqPfd3d3S5LC4bDC4SR9YXY4huZ5JuvfP4LC4bBs207eYwkRxfGESEq046l5a7M8bo/S8tKY5mlA2P778aTI/9tXza3SyyteVsMLDRq7ZGzEHx+jz+Pw6Lrp10nSsK9Bifb6BHMieSyN9DHipjAPDg7qve99r4qKinTLLbe87e1uu+023Xrrrcdd3traKr/fH82ISALhcFhdXV2ybfu42Q/AyeJ4QiQl2vF0cO9BZUzNULvaJbaGHXW2bHVraNDBsiO8pVeOlDU1SzvW7ZB3gleWgy3DEl2ivT7BnEgeSz09PSO6XVwUZp/PpyuvvFJNTU1avXq1MjIy3va2N910k2644Yaj33d3d6uiokKFhYXKyckZhbRIZOFwWJZlqbCwkBd8nDaOJ0RSIh1Pfa19Gtw8qIlnTFS+xQrZJrw5qp+nPDmsyB9PnkqP1j+2XsHzgipbUBbxx0dsSaTXJ5gVyWMpJSVlRLeL+cLs9/t11VVXqb6+XqtXr1ZJSck73t7r9crr9R53ucPh4AcUEWFZFscTIobjCZGUKMdT69ZWWT5L+RX5USlrGBlLlhyWIyr/D7ILs5VfkK/6FfUqX1guy2KUOdElyusTzIvUsTTS+8f0ERsIBHTVVVdp165dWr16tUpLS01HAgAAUdayuUU5+TlyuWP+c32chuq51equ69bhDYdNRwGAtxXTv4luv/12PfLII1q8eLE+97nPHb08PT1dv//97w0mAwAA0RD0BXVkyxGNGz/OdBREWc6YHOXm5mrXw7s0ZvYYRpkBxKSYLszvec97VFNTc9zlHo/HQBoAABBtR3YcUagnpIIqtpNKBtVzq/X6ytfVsqVFxTOKTccBMAz77wsvJutnWjFdmKdNm6Zp06aZjgEAAEZJy9YWpaakKj0n3XQUjILc0lxlZWZp14pdKppexCgzEGMaG6Uf3hFWMCh99jMODTOWmfBi+hxmAACQPGzbVvNrzcovY2XsZGFZlsbNGaf2Le1q29lmOg6Af7JmjdTSHVR3IKBnnzWdxgwKMwAAiAk9h3rU39SvgkqmYyeT/LH5ykzN1K4Vu0xHAfBPJk6U3GGnbJ8rKUeXpRifkg0AAJJHy9YWOYIO5Zbmmo6CUWRZlqrnVGvzC5vVXt+uvAl5piMB+Lv586Vvj3EqGJSqq02nMYMR5jhhv3m2PQAACap5U7NyC3PldDlNR8EoK6wuVJonTbseYZQZiDUVFclbliUKc1x45eAr+uiKj2pdwzrTUQAAiIpAf0Dtb7QzHTtJWZal6lnVan6lWZ37O03HAWJGKBwyHSHpUZjjwO723eq3+7WnY4/pKAAAREXrtlaF+8IU5iQ2ZsIYpTpSVfdonekoQEyoa6vTZ574jP5r7X+pa7DLdJykxTnMceCK2is0qWCSJhdMNh0FAICoaNnaorT0NKVmppqOAkMsh6WqWVXasW6Hei7vUWZppulIgFHrGtepydek9rZ27e7YrTklc0xHSkqMMMeBFFeK5pTMUZo7zXQUAAAi7s3tpArKGV1OdiU1JfLYHu16lHOZgYVlCzUpc5ImZE7QtKJppuMkLUaYAQCAUV37uzTYOqjC6YWmo8Awh9OhqhlV2vX8Lk16zyRlFGeYjgQYU1tYq/9e9t+Shs7zhxmMMAMAAKNatrbIGXYqe0y26SiIAaW1pXIH3ap/vN50FMA4y7Leviz390vNzaMbKAlRmAEAgFHNG5uVV5wnh5O3JZCcLqcqp1WqcVWj+tv6TccBYpZ945dkf+UrUjhsOookadPhTbrhqRu0r3Of6SgRxW8mAABgjK/Hp46dHSqsZDo23lI2tUyOQYd2P7XbdBQgdr3/Wum880ynOKqhq0Gtg63qGOgwHSWiOIcZAAAY0/pGq+wBW/mV+aajIIa43C5V1FZo/9P7VbO8Rt5Mr+lIQMyxFi+WFi82HeOoS2ou0ZkVZyovNe+db7h+vVReLpWUjE6w08QIMwAAMKZ5c7MyszLlTaMQ4Vghf0juNLfcqW7TUSBJ27dLGzdKtm06CWKUw3IoPy3/hAuU2Tu2S3v3jlKq08cIMwAAMMIO22rZ0KKy8jLTURBj7LCtpj1NGnv5WDlcjO8Y19sr+7bvSmFb1s9/IWWyRzZOnXXdB6Q4WvWbwgwAAIxo390uf7tfBfPZfxnHamtsU8AKqHxRuekokKSUFGnWHMnjGfpv4HTEUVmWKMwAAMCQlq0tcltuZRVlmY6CGNO0s0lZ47OUPZatxmKCyyXrhhtMpwCMYI4LAAAwomVji/LG5J3wfDckl6A/qNZDrSpfXM6xAcA4CjMAABh1Ax0D6qrvUmEV20nhWM27m2Wn2CpfyHRsAOZRmAEAwKhr2doie9BWfgXbSeFYTbuaVDizUKl5qaajAACFGQAAjL7mzc3Kzs2WO4Utg/CWge4BdbZ3qnwxo8vDsW1bNts6AaOKwhyPOjqkXbukpiapt5f98AAAcSUcDOvIxiMqGMvq2DhW064muXJcKpldYjpKzAkHw1r9n6v18g9fNh0FSCqskh2H7F/9UnrtVcnhlJxOyeWUsnKkZctkXX656Xhxyx/yq66tThPzJ8rj9JiOAwAJq62uTYGugAqWUJjxFtu21VTfpJJzS+RK4S3qP7MclgL9AbnT3LJtmwXRgFHCq1EcsiZMVPilF2UvWySFwlJHp6zXNsjaP950tLj21zf+qhV7V6g0tVT/OvVfNb9svulIAJCQWra0yOPyKCM/w3QUxJDulm4N+AZUsajCdJSYZDksXfCDCyRblGVgFDElOx4tWyYrJ1dqa5fGVclqa5dVUSnrgx8ynSxuNfU06an9T6mmokZdzi79ZtNvOEcIAKKkeUOzCkoLeNOPYzTtaFJqaaoKJjPz4O1YliXLwc8NMJoozPEoJ0c6b6ms7Tul7TtltbbJ+shHpdxc08niVrevW6FwSC3dLRr0DeqM0jN4IwcAUdDX0qee/T0qqKQU4S3hUFiH9x9W+VnlFEIAMYXCHKesd79blssr64WXpWXnS/OZPnw6avJrdNOim1SoQuU783XZpMtMRwKAhNSytUWW31JeRZ7pKIghR/YfUdAZZDo2gJjDOczxqrhYuuhiWbt2yrr2OtNp4p5lWZpaNFW3Ft4qS1bMjC7bti1fl0/uNLecHqfpOABw2po3NysnP0cuN29B8JZDOw8ppyZHmaWZpqMAwDH4bRXHrGuvNR0h4Tis2Jh00barTdvv366e/T0K9ASUNT5LCz63QGkFaaajAcApC/qCOrL5iMaNH2c6CmKIf9CvtsNtmnbFNNNRAOA4sdEOABxj33P71LOpR+Ul5Zoyd4p8u3167pbn1PJGi+loAHDK2na2KdQT4vxlHKO5rllWuqWy+WWmowDAcSjMQIwJ+oI6/PJhldeWa9y8cSqZVKI5l8yR75BPzZuaTccDgFPWvKVZqd5UpeUwWwZvaaprUtHcInmzvKajAMBxKMxAjPF1+SRJXc1dCofCkqSGzQ3yFHtUc2mNyWgAcMps21bz683KL82PmXUiYF5fZ5+6u7pVcSaLfQGITRRmIMakF6Vr/hfmq3OgU689/JrWP7heB/cc1MTLJ8qbyafvAOJTb1Ov+g/1q6CK6dh4S9POJrnz3SqeWWw6CgAMi8IMxKCiqUWa9/l58mf7lTE3Q9M+MU3jzmeRHCAe2c+ulP3HP5qOYVzzlmY5Ag7lluWajoIYYdu2DtcfVtmSMjnd7AQBIDaxSjYQo8bMHKMxPxhjOgaA07W/QdqyWbruOimJpyI7nA7Zlq2B7gFl5GWYjoMY0HmoU4PhQZWfUW46CgC8LUaYAQCIIusjH5H1wx8ldVmWpKpzq5RWlaa6F+tMR0GMOLTzkNIr0pU3Ic90FAB4WxRmAAAQdQ6XQ1OumaK2I21qP9BuOg4MCwVDamlsUcVZFUmzCNyOHdJDD9tqazOdBMDJoDADAIBRUTK3RHkz87TrxV2ybdt0HBjUurdVIXcoqaZj+3xSMGTL7zedBMDJoDADAIBRYVmWpr5vqnr9vWra2WQ6Dgxq2tmk/Kn5Si9KNx1l1MycKV11hUMlJaaTADgZFGYAADBq8sbnqeysMu1+dbdCwZDpODDA1+9Te2u7Kpaw9zKA2EdhBgAAo6r2qloFPAHt37jfdBQYcHjXYTkyHSqZy1ArgNhHYQYAAKMqvShd4y4Zp/1v7Je/nxM6k01TXZOKFxTLk+4xHQWAQT09UjwsZ0FhBgAAo27iJRPlzHdq9/rdpqNgFPUc6VFvf68qzmQ6NpDMtm+X7rkvrNWrTSc5MQozAAAYdZ50j2quqNGhPYfU19FnOg5GSdPOJnkLvSqaWmQ6CgCD8vIkh6y4WASPwgwAAIyoOq9KadVpqnuxznQUjAI7bOvw3sMqP6tcDhdvQZNZS1+Lbll9i3a3M8MkWRUXSx/9iKXJk00nOTFerRJAY1ejenw9pmMAAHBSnG6nplwzRUdaj6j9YLvpOIiytgNt8tv+pNp7GcPzOD3yh/zqD/SbjgKcEIU5zh3qOaSbn7tZv9nwG9NRAAA4aSVzS5Q3M0+7XtglOx5Wf8Epa9rRpMzqTGVXZpuOAsNyUnL0vWXf0/Ti6aajACdEYY5z+an5OrP0TC0Zu8R0FAAATpplWZp6zVT1+nt1eNdh03EQJUF/UK2HWlVxdoUsyzIdBwBGzGU6AE6P1+XVJ+d90nQMAABOWd6EPJUuKVX9mnoVjS+S0+U0HQkR1rK7RbbXVvlCpmMDiC+MMAMAAOOmvHeKAp6AGjY1mI6CKGiqa1LBzAKl5qWajgIAJ4XCDAAAjEsvSlf1xdXat3Wf/P1+03EQQQM9A+po61DFYvZeBhB/KMwAACAm1FxSI2eeU7vXs9VMImna2SRXtkslc+Jgw1UA+CcUZgAAEBM8GR7VXFmjQ3sOqa+jz3QcRIBt2zq8+7BKFpXIlcLSOQDiD4UZAADEjKrzqpRWnaa6F+tMR0EEdLd2q3+wX+WLWOwLQHyiMAMAkEjifC9jp9up2qtrdaT1iNoPtpuOg9PUtL1JqaWpKqwtNB0FJ+AP+bWuYZ1a+lpMRwFiCoUZAIBEsXWr7E/8m/Tqq6aTnJbSeaXKm5GnuhfrZMf5BwDJLBwK6/D+wyo/q1yWg72XY92jux7VXdvv0k/X/9R0FCCmUJgBAEgE4bDs9etltzTJ/u1vpIEB04lOmWVZmnLNFPX4enR412HTcXCKjuw/oqAzqPIzmI4dD8ZkjJHf59fY7LGmowAxhdUXAABIFFlZsqonStXVUkqK6TSnJX9ivkqXlKp+bb2KxhfJ6XKajoST1LSrSTkTc5RVlmU6CkZgUcUizSmZI4/TYzoKEFMYYQYAIBE4HLKuukrWj34k6/Ofl6z4nwJbe1WtAu6AGjY1mI6CkxQYDOjI4SOqOCvx9l7edHiTfrPhNwqEAqajRJzX5ZWVAK8dQCRRmAEAQEzKKM5Q9cXV2rd1n/z9ftNxcBIO1x+WUqSyBWWmo0RcX6BPYTssp4NZD4hNYTusHUd2aCAQv6fmxBIKMwAAJ7B31V69+KMX1d/WbzpK0qm5pEbOPKd2r99tOgpOQlNdk4rnFcub5TUdJeLOrDhTH5/zcTks3kYjNm1v3a7vvvBdPVb3mOkoCYGfdAAATqBtV5sGmwfl6/aZjpJ0PBke1VxZo0N7Dqmvo890HIxAX2efuju7VX4mi30BJozNHqvl45Zrftl801ESAot+AQBwArM/MluDXYNKL0w3HSUpVZ1Xpb1P71Xdi3WadfEs03FwAod3HpY7360xs8aYjgIkpUxvpq6Zdo3pGAmDEWYAAE7A6XFSlg1yup2qvbpWR1qPqP1gu+k4eAe2batpd5NKzyyV0805vgDiH4UZAADEvNJ5pcqbkae6F+tk27bpOHgbnU2dGgwNqmJR4q2ODSA5UZgBAEDMsyxLU66Zop7BHh3eddh0HLyNpp1NSq9IV97EPNNRACAiKMwAACAu5E/MV+lZpap/tV6hYMh0HPyTUDCk5oZmlS8pZy9fAAmDwgwAAOJG7VW1CrgDatjUYDoK/knr3laFXCGVn8Hq2AASB4UZAADEjYziDFVfVK19W/fJ3+83HQf/oGlXk/Km5imjOMN0FACIGAozEs4LjS/oG899Q/s695mOAgCIgprlNXLkOrRn/R7TUfB3/n6/2lvaVbGYxb4AJBYKMxLOSwdf0vbO7drWus10FABAFHgyPKq5skYH9xxUX0ef6TjQ0OiylWGpdH6p6SgAEFEUZiSc66Zfp0/N+JSWVi81lqGnRwqHjT09ACS86qXVSq1KVd1LdaajQFJTfZPGLBgjT7rHdBQAoyQYDqrb1206RtRRmJFwitKLdF71eUpxpRh5/rY26dEnQnrmGSNPD8Sl/n6pO/F/5yKCnG6nplw9RUdajqj9YLvpOEmtt61Xvb29qjiT6dhAMnlg+wP69ppvK2wn9igRhRmIsMxMKSPVqbFjTScB4seq1baeeTaxf+Ei8krnlypvRp7qXqyTbdum4yStQzsPyVvkVdG0ItNRAIyiM8rP0KUTL5WlxN5GjsIMRJjHIy1fLk2ebDoJED+qqyyNLedXEk6OZVmacs0U9Qz26PCuw6bjJCU7bOvw3sMqW1Imh4ufYSCZVGRX6OzKsxN+33WX6QAAAEyZYjoB4lX+xHyVLilV/bp6FY0vktPlNB0pqbQfbJc/7GfvZQAJi48CAQBAXKt9b60C7oAaNjWYjpJ0Du04pMzqTOVU5ZiOAgBRQWEGAABxLaM4Q9UXVWvfln3yD/hNx0kawUBQrQdbVXFWRcJPyQSQvCjMAAAg7k28ZKIceQ7teWWP6ShJo2V3i2yvrbKFZaajAEDUUJgBAEDc82Z6VXNljQ7uOai+jj7TcZJC064mFcwsUFp+mukoABA1FGYAAJAQqpdWK7UqVXUv1ZmOkvAGewfV0dah8jNZ7AtAYqMwAwCAhOB0OzXl6ik60nJEHQc7TMdJaE07m+TKdql0bqnpKAAQVRRmAACQMErnlyp3eq52vbRLtm2bjpOQbNtWU32TxpwxRq4UdigFkNgozAAAIGFYlqWp10xVz0CPDtcdNh0nIXW3dqt/sF8VZ1aYjgIAUUdhBgAACSW/Jl8lS0q0e/1uhYIh03ESTtOOJqWWpKqwttB0FACIOgozAABIOFPeO0V+l18NmxpMR0ko4VBYzfubVbakTJaDvZcBJD4KMwAASDgZxRmquqhK+7bsk3/AbzpOwmhraFPACqhiEdOxASQHCjMAAKfItm35un2mY+Bt1CyvkSPPoT2v7DEdJWEc2nlIOTU5yirPMh0FAEYFhRkAgFO048EdevKzT6rxxUbTUTAMb6ZXNVfW6OCeg+rr6DMdJ+4FBgM60nRE5UvYexlA8qAwAwBwilwpLsmS7DDbF8Wq6qXVSq1KVf1L9aajxL3m+mYpVSpbUGY6CgCMGjbPAwDgFE28aKLGLh4rT6bHdBS8Dafbqdp/qdVrP3hNHQc7lFuWazpS3Gqqa1LR3CKlZKeYjgIAo4YRZgAAToM3yyvLYrXgWFa2oEy503O166Vdsm1mA5yK/q5+dXV2sfcygKRDYQYAAAnNsixNvWaqegZ6dLjusOk4calpZ5PceW6NmTXGdBQAGFUUZgAAkPDya/JVsqREu9fvVigYMh0nrti2rab6JpWeWSqnx2k6TnwJBiVmNQBxjcIMAACSwpT3TpHf5VfjZlY1Pxldh7s0GBxkOvbJamqSfes3Zf/g+6aTADgNLPoFAACSQkZxhqouqtLeB/aqtLZUnlQWaxuJQzsOKa0iTXkT80xHiS+HDskOBmQdODA0ysxaBwnFtqX6emn1alsNB2yFw1JJsaWzzrI0fbrkYFgyYVCYAQBA0qhZXqPG1Y3as36PJp892XScmBcKhdTS2KLx/zqexe1O1uzZcqSkSKmplOUE09sr/d/PbW3ZHlJ6bkiVE0OyHFLdfode+l+XKkud+txnLRUXm06KSKAwAwCApOHN9Krmihpt+/U2VcyoUHpOuulIMce2bfkH/Orp7VHbrjYFnUGVn1FuOlb8cTikqVNNp0CEDQ5KP/xRWHsPB3XpB30aPyl8zOchTY1+PXKvV9/7H7e+/jWH8vPNZUVkUJgBAEBSqV5Wrb1P71X9i/WaedFM03GM8g/61dfWp562HvV19Km3o1d9PX0KhoLSWMnR6VDJmSXKGJNhOioQE1aulOoaQrr204MqKjl+QbeSClvv/8Sgfv9j6W9/8+jjH2d2QbyjMAMAgKTidDtVe3WtXvvBa+o42KHcslzTkaIu4Auor71PvW296m3vHSrHPb0KBAKSW3J4Hcooz1DW/CyVlpUqoyRDvjSfxk4YK6eLlbEBSQqHpWdXhzVpZmDYsvym9Axp3lkBvfSMS9dc41RW1iiGRMRRmAEAQNIpW1CmPdP3aNdLu7TgygUJc35uMBAcKsbtveptGyrGfT198g36JLdkeSxllGYoc3amisuKlVmaqczSTKUXpcvhemuVonA4rJaWFlmOxPh3ASJh/36ppS2sc94bPOFtp88N6flHw9qyxanFi0chHKKGwgwAAJKOZVmaes1Urf3GWh2uO6ySmhLTkU5KKBgaGiX++4hxb3uv+nv6NTgweLQYpxWnKWt6lgrLCpVRkqGssiylF6fL6WbEGDiGzyc1NEgTJrzjAm0DA1LYljJHMGKcmiY53bYGBiKYE0ZQmAEAQFLKr8lXyZIS7V63W0XjimJy6nE4FB4qxu29R0eO+3r6NNA3ILkky20ptThVWbVZyi/LPzpinDEmQy4vb/OAETl4UPYDD8j60pfesTCnpEgOS+rtkbJPcCbHQL8UDFhKTY1wVow6XkmhQCigxu5GjcsdZzoK8I7WrZMee9zWhz5oqabGdBoAiWDKVVO06uVVatzcqKo5VcZyhENh9Xf1H3uecU+f+nv7jxbjlPwUZY7PVFl5mTLLMpVZMlSOXSm8nQNOy7hxsj73uRNunlxZKRXmObRpvUtlYwPveNstrzuV6nFo2rRIBoUJvMJCT+95Wmsa1+jrS76udA/bayB2HTggWe6QmptdFGYAEZExJkNVF1Vp7wN7VTqlVJ4UT1Sfzw7b6u/+p2LcPVSMbYcty23Jm+dVZmWmSipKjo4YZ5Zmyp3mjmo2IKmlpJzwJk6ndN45Dv11hVvzlwRVWDz8wl/9fdKra9w6Y55D2dmRDorRRmGGzqk8RxPzJirNnWY6CvCOrrpKOuOgS2PHmk4CIJHULK9R4+pG7Vm/R5PPmhyRx7RtW4M9g0cX3+pt71Vf11AxDlthWW5L7iy3sqqyVLSw6Jhi7M30RiQDgMg7/3xp/WtO3XNnii65xqeqCcfuw9x8yNIj93iU4XTryitZNC8RUJihdE+6JuZPNB0DOCGXa2g6FABEkjfTq4mXT9T232xXxfQKpeeMfLaVbdvy9fmOrkjd09ajvs4+9ff0K6SQ5JbcmW5lVWapYE7B0FTq0qHp1N5sb8Kszg0kOvuhB6UVK5T63f/SjV8s1k9/5tYDv3MoqyCoyokhOSzpUINDLY1uVYxx6j9utFRQYDo1IoHCDAAAkt6488dp3zP7VP9ivWZeNPO4623bln/AP1SM39y2qXNoOnXIHirGrlSXMiszlTcjT5WllUdHjFNyUyjGQLxbsULq7ZUOHVLm7GJ99SuWdu50afVqpxr227JtqbLQ0gcutzRz5tD0bSQGCjMAAEh6TrdTtVfX6rUfvKbWfa1yuV1Do8UdfertGFqAKxgMSm7JmepURkWGsmuzVV5arszSTGWVZSk1P5VijNhz4IDsH/1I1q23ShkZptPELev270uNjdL06UPfW9LkydLkyZYkfu4TGYUZAABAUtmCMu2ZtkebVm2S3JLD61BGeYay5meptLT06HTq9MJ0WQ7eICNOpKZK6emSl3PjT0tu7tAXkg6FGQAAQJJlWZr10VnqPdw7VIyL0uVwvfM2M0DMy8+X9a1vmU4BxC0KMwAAwN9llWcpqzzLdAwAQIzgY1MAAAAAAIZBYQYAAAAAYBgUZgBIIIH+gPpa+yL+uKFwSL/e8Gu9eujViD82AABArKIwA0CC6DnUo8c//bie/fKz6m/rj+hjOyyHBoID6hzsjOjjAgDM6/H1mI4AxCwKMwAkCF+PTwpKdsCWv8cf0ce2LEufnf9ZnT/u/Ig+LgDArG5ft25efbNW7FxhOgoQk1glGwASRMGkAi388kLZtq3symzTcQAAcSDVlaqzys/SnJI5pqMAMYnCDAAJpHhGsekIAIA44na69S9T/8V0DCBmMSUbxvUf6Vfn/k7Ztm06CgAAAAAcxQgzjOpr6dOzX3lWtt/W9Ounq/q8atORAAAAAEAShRmG9TT1KNwflt1vq7ux23QcAAAAADiKwgyjimcUK29Gnrw5Xo07f5zpOAAAAABwFIUZRlmWpSVfWyLLskxHAQAAAIBjsOgXjKMsAwAAAIhFFGYAAAAAAIZBYQYA4CT0tfbpjXvfUPPmZoVDYdNxAOC0hPwhbbt/m9649w3TUYCYxDnMAACMQMgfUt3jdap/sF52t616Z71SilNUtrhM5YvKlT02m1NMAMSd+ifrVffnOlmpliZcOEHeLK/pSEBMoTADAPAObNvW4Q2HtfXurRrYP6DKyZWqnlut/q5+HdpxSA0PNmj3Q7tVvrRccz8+13RcADgpBZML5B3jVVZlljyZHtNxgJhDYQYA4B20bG3R+h+uV25GrmZePlPpOemSpMyCTE1aMkk1Z9Zo/QPrZYdsw0kB4OTlT8zXhT+9UHbYZpYMMAzOYQYA4B1klWXJDtsqn1p+tCz/I8thSZbkTnMbSAcAkWE5KMvAcCjMAAC8g5TcFKUWpKqruettbxMIBCjMAAAkIAozAADvwLIs5U7OVXdr97DXd7V0yTfgozADAJCAKMwAAJxA7rhcdbd3q7Op85itpFr3teq1x15TzqwcjT1rrMGEAAAgGlj0CwCAE8ivyZezwKlXn3lVzpBTOQU5Ss1K1cE9BzXm3DGa+/G5cnqcpmMCAIAIozADAHACueNydeHPLlRXQ5eO7DiiI9uP6PAbh1V9RbWmvW8ai+UAAJCgYr4wDw4O6oc//KFWrlyplJQUXXPNNfrgBz9oOhYAIMlYDks5VTnKqcrRhAsnKBwMy3JabMMCAEACi/nC/L73vU/bt2/Xd7/7XXV0dOgzn/mMDh06pK9+9aumowEAkpjDxTIgAAAkupguzC+++KIeeughrV+/XvPmzZMk9fX16etf/7o++9nPKj39+P0wAQAAAACIhJj+eHzlypUaM2bM0bIsSZdddpn6+vr00ksvGUwGAAAAAEh0MT3CvH//fpWWlh5zWVlZ2dHrhuPz+eTz+Y5+39XVJUnq7OyMTkgklXA4rO7ubnk8HjkcMf15E+IAxxMiieMJkcTxhEjieEKkRPJY6u7uliTZtv2Ot4vpwhwIBOT1eo+5zO12y+FwKBAIDHuf2267Tbfeeutxl1dXV0clIwAAAAAgPvX09Cg7O/ttr4/pwpyXl6f29vZjLuvs7FQ4HFZ+fv6w97npppt0ww03HHP7yspKNTQ0vOM/BDAS3d3dqqioUGNjo7KyskzHQZzjeEIkcTwhkjieEEkcT4iUSB5Ltm2rp6fnuBnN/yymC/OcOXP0k5/8RB0dHcrNzZUkvfzyy5Kk2bNnD3sfr9d73Ki0JGVnZ/MDiojJysrieELEcDwhkjieEEkcT4gkjidESqSOpZEMqMb0SQSXXXaZcnJy9N3vfleS5Pf79b3vfU/nnHOOxo8fbzgdAAAAACCRxXRhzszM1P3336+7775bFRUVGjNmjLq6uvSHP/zBdDQAAAAAQIKL6SnZknT22WeroaFB27dvl9frVU1NzUnd3+v16hvf+Maw07SBk8XxhEjieEIkcTwhkjieEEkcT4gUE8eSZZ9oHW0AAAAAAJJQTE/JBgAAAADAFAozAAAAAADDoDADAAAAADCMhC7Mf/rTn7R8+XItW7ZM3/nOdzQwMGA6EuLU66+/rs985jNatmyZrr32Wj322GOmIyEB+P1+XXHFFTrjjDPU2tpqOg7i2LPPPqvrrrtOy5Yt0y233KK+vj7TkRCn1q5dqw9/+MM677zzdOWVV+rOO+9UKBQyHQtxwO/365577tFFF12kpUuXDnsb27b1y1/+UhdddJEuuOAC/eAHP1AgEBjlpIgH/f39+s1vfqNly5bpfe9737C3eeGFF/TJT35Sy5Yt0wc/+EGtWrUqKlkStjDffvvt+uQnP6lLL71Un/70p/WnP/1J//Iv/2I6FuLQQw89pE984hOaOnWqvva1r2nOnDm66qqrdMcdd5iOhjh34403qr6+Xi+//LJ8Pp/pOIhTP/7xj3XppZdq+vTpuuWWW5SVlaUvfOELpmMhDq1atUrnnnuuSkpKdMstt2j58uX66le/qhtvvNF0NMSBxYsX6/7771d5ebleeeWVYW/z1a9+VV/72tf0vve9T9dff73uuOMOffzjHx/lpIgHkydP1rp165SXl6eNGzced/3vf/97ffnLX9acOXN08803a/LkyXrXu96lu+66K/Jh7ATU399vZ2Rk2D/60Y+OXrZ+/Xpbkr127VpzwRCXenp6jrvspptusisqKgykQaJ4+OGH7draWvuhhx6yJdmNjY2mIyEO7dmzx3a73favf/3rYy4fGBgwlAjx7Atf+II9bdq0Yy67+eab7erqakOJEE86Oztt27btn//853Z6evpx17e0tNgul8v+4x//ePSyxx9/3JZkb9++fdRyIj68eTzdfPPN9qRJk467frj355/61Kfs6dOnRzxLQo4wv/zyy+rt7dWll1569LJ58+aptLRUzzzzjMFkiEcZGRnDXub3+w2kQSI4ePCgPvGJT+hPf/qT0tLSTMdBHPvLX/4ir9erD3zgA8dcnpKSYigR4tm8efPU2NioxsZGSVIgENArr7yiBQsWGE6GeJCdnf2O1z/33HMKBoNavnz50cvOP/98paWlaeXKldGOhzhzouNpNN+fJ2Rh3r9/vySptLT0mMtLS0uPXgecqo6ODv385z/X5ZdfbjoK4lA4HNa1116r//iP/9CcOXNMx0Gc27Ztm2bMmKEnnnhCl1xyiS6++GJ9+9vfVm9vr+loiEPvf//7ddttt2n69OmaNWuWysrKVFBQoN/+9remoyEB7N+/X2lpacrJyTl6mcvlUlFREe/PcdoOHz6s3/72t1F5f56QhfnNxQM8Hs8xl6emprKwAE6Lz+fTVVddpczMTP3P//yP6TiIQ9/61rdkWRbnBCIiBgcH9cYbb+j222/Xpz/9aX384x/Xfffdp/PPP1/BYNB0PMSZV155RTfffLM++clP6oc//KG++93vauXKlfr5z39uOhoSQCAQkNfrPe5y3p/jdPX29uqyyy5TVVWVvvGNb0T88V0Rf8QYkJeXJ2loJLCgoODo5W1tbYzo4JT5fD5deeWVOnjwoFavXq2srCzTkRCHfv/738vtduvMM8+UJHV3d0uS3vOe9+iDH/ygPv/5zxtMh3iTl5enrq4u3XfffSouLpYkjRs3TrNmzdIrr7xy9DgDRuIb3/iGzjzzTH3ve9+TJC1dulSWZekzn/mMPvGJTww7BRIYqTdfr8LhsByOt8bs2tralJ+fbzAZ4llfX58uueQS+Xw+rVy5UqmpqRF/joQcYX6zFK9fv/7oZR0dHaqrq9Ps2bNNxUIc8/v9uuqqq1RXV6dVq1appKTEdCTEqb/97W/6wx/+oDvuuEN33HGHPvWpT0mSbr31Vl1xxRWG0yHezJs3T263+5gPh998fero6DAVC3Gqvb1dZWVlx1xWWloqv9/PNH+ctjlz5igcDuu11147etm+ffvU0tLC+3Ockv7+fl1yySXq7OzUypUro/bBS0IW5qqqKi1dulTf+973jm7V8l//9V/KzMzkvFOctEAgoPe+973atWuXVq9efdy58cDJmD17ts4444yjX7W1tUcvr6ysNJwO8ea9732vMjMz9atf/eroZf/3f/+nzMxMFmrCSTv77LP10EMPHT2f1Ofz6Ze//KUmTJigMWPGGE6HeDd37lzNnDlT3/nOd47u7f2tb31LY8eO1fnnn284HeLNwMCAli9fro6OjqiWZSlBp2RLQ9MeL7vsMo0ZM0aZmZny+/267777TrjiGvDPfve732nFihWaMGGCrrzyymOuW7VqVVSmfgDASOTm5upvf/ub3v/+9+uHP/yhAoGAQqGQ7r33XhUWFpqOhzjzzW9+U/v27dPkyZM1ceJEHTx4UKWlpbr33ntNR0Mc+NrXvqZnn31WLS0tGhgY0BlnnCFJuuuuuzR58mRZlqV7771Xl19+ucaMGSO32y2Px6P7779/2HObkdyuv/56bd26VQcOHFBbW9vR4+mxxx5TXl6efvKTn2jVqlWaPHnyMSuvu1wurV27NqJZLNu27Yg+Yoypq6vTwMCAamtr5Xa7TcdBHGpubtbevXuHvW7BggXHnIcDnKzu7m5t27ZNc+bMOW6hQmCkQqGQtm/frpSUFFVXV8vpdJqOhDjW0dGhhoYG5efnq6ysTJZlmY6EOFBXV6e2trbjLp8+fbrS09OPfm/btnbu3KlgMKja2lperzCsN954Qz09PcddPnfuXLndbh08ePDoFnj/yLIsLVy4MKJZEr4wAwAAAABwKhgaAwAAAABgGBRmAAAAAACGQWEGAAAAAGAYFGYAAAAAAIZBYQYAAAAAYBgUZgAAAAAAhkFhBgAAAABgGBRmAAASVDAY1L333qudO3ced92aNWv09NNPG0gFAED8oDADAJCgXC6XnnvuOS1fvlz9/f1HL9+wYYPOP/989fX1GUwHAEDss2zbtk2HAAAA0dHX16dZs2bpwgsv1E9+8hMNDAxo7ty5Wrx4se68807T8QAAiGkUZgAAEty6det07rnn6sknn9T999+vp556Shs3blR6errpaAAAxDSX6QAAACC6Fi9erC984Qu65ppr1NXVpTVr1lCWAQAYAUaYAQBIAgcOHFBlZaXOPfdcrVy50nQcAADiAot+AQCQBP793/9dkydP1po1a7RixQrTcQAAiAtMyQYAIMHdeeedeuaZZ7Rx40b96U9/0r/9279p69atys/PNx0NAICYxpRsAAASWH19vWbNmqU77rhD119/vYLBoBYuXKgJEybonnvuMR0PAICYRmEGACBBBYNBLVmyRCUlJXrggQeOXr5161bNmzdPf/jDH3T11VcbTAgAQGzjHGYAABLUunXrNH78+OP2W542bZp+/vOf6/nnn1c4HDaUDgCA2McIMwAAAAAAw2CEGQAAAACAYVCYAQAAAAAYBoUZAAAAAIBhUJgBAAAAABgGhRkAAAAAgGFQmAEAAAAAGAaFGQAAAACAYVCYAQAAAAAYBoUZAAAAAIBhUJgBAAAAABgGhRkAAAAAgGFQmAEAAAAAGMb/BwVfpqKUKPwNAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Shape counts: {'Polygon': 78, 'Square': 76, 'Triangle': 76, 'Circle': 70}\n", "Total shapes placed: 300\n" ] } ], "source": [ "def generate_polygon(center, avg_radius, irregularity, spikiness, num_vertices):\n", " \"\"\"Generate a random polygon with specified properties.\"\"\"\n", " irregularity = np.clip(irregularity, 0, 1) * 2 * np.pi / num_vertices\n", " spikiness = np.clip(spikiness, 0, 1) * avg_radius\n", "\n", " # Generate angle steps\n", " angle_steps = []\n", " lower = (2 * np.pi / num_vertices) - irregularity\n", " upper = (2 * np.pi / num_vertices) + irregularity\n", " total = 0\n", " for _ in range(num_vertices):\n", " step = random.uniform(lower, upper)\n", " angle_steps.append(step)\n", " total += step\n", "\n", " # Normalize to 2π\n", " k = total / (2 * np.pi)\n", " angle_steps = [s / k for s in angle_steps]\n", "\n", " # Generate points\n", " points = []\n", " angle = random.uniform(0, 2 * np.pi)\n", " for i in range(num_vertices):\n", " r_i = np.clip(random.gauss(avg_radius, spikiness), 0, 2 * avg_radius)\n", " x = center[0] + r_i * np.cos(angle)\n", " y = center[1] + r_i * np.sin(angle)\n", " points.append((x, y))\n", " angle += angle_steps[i]\n", "\n", " return points\n", "\n", "\n", "def generate_multi_shape_tiling(\n", " shape_types=['Circle', 'Square', 'Triangle', 'Polygon'],\n", " A_plane=100.0,\n", " A0=1.0,\n", " p=2.0,\n", " n_shapes=200,\n", " max_particle_size=5.0,\n", " random_orientation=True,\n", " polygon_sides=6,\n", " irregularity=0.0,\n", " spikiness=0.0,\n", " seed=42\n", "):\n", " \"\"\"Generate a zeta-distributed tiling with multiple shape types.\"\"\"\n", " random.seed(seed)\n", " np.random.seed(seed)\n", " \n", " # Generate areas\n", " areas = []\n", " i = 1\n", " while len(areas) < n_shapes:\n", " area = A0 / (i**p)\n", " if area <= 0:\n", " break\n", " size = np.sqrt(area / np.pi)\n", " if size <= max_particle_size:\n", " areas.append(area)\n", " i += 1\n", " \n", " # Shuffle and assign shapes\n", " random.shuffle(areas)\n", " shape_assignments = []\n", " sizes_list = []\n", " \n", " for area in areas:\n", " shape = random.choice(shape_types)\n", " if shape == 'Circle':\n", " size = np.sqrt(area / np.pi)\n", " else:\n", " size = np.sqrt(area)\n", " sizes_list.append(size)\n", " shape_assignments.append(shape)\n", " \n", " L = np.sqrt(A_plane)\n", " positions = []\n", " \n", " def is_overlapping(x_new, y_new, size_new, shape_new):\n", " if shape_new == 'Circle':\n", " radius_new = size_new\n", " elif shape_new == 'Polygon':\n", " radius_new = size_new\n", " else:\n", " radius_new = size_new * np.sqrt(2) / 2\n", " \n", " for x, y, size, shape, angle, params in positions:\n", " if shape == 'Circle':\n", " radius = size\n", " elif shape == 'Polygon':\n", " radius = size\n", " else:\n", " radius = size * np.sqrt(2) / 2\n", " distance = np.hypot(x_new - x, y_new - y)\n", " if distance < (radius_new + radius):\n", " return True\n", " return False\n", " \n", " # Place shapes\n", " for size, shape_type in zip(sizes_list, shape_assignments):\n", " max_attempts = 1000\n", " for attempt in range(max_attempts):\n", " x = random.uniform(size, L - size)\n", " y = random.uniform(size, L - size)\n", " angle = random.uniform(0, 360) if random_orientation else 0\n", " if not is_overlapping(x, y, size, shape_type):\n", " params = {'num_vertices': polygon_sides, \n", " 'irregularity': irregularity,\n", " 'spikiness': spikiness} if shape_type == 'Polygon' else None\n", " positions.append((x, y, size, shape_type, angle, params))\n", " break\n", " \n", " return positions, L\n", "\n", "\n", "# Generate multi-shape tiling\n", "positions, L = generate_multi_shape_tiling(\n", " shape_types=['Circle', 'Square', 'Triangle', 'Polygon'],\n", " A_plane=150.0,\n", " A0=1.5,\n", " p=2.0,\n", " n_shapes=300,\n", " max_particle_size=5.0,\n", " polygon_sides=6,\n", " irregularity=0.2,\n", " spikiness=0.1,\n", " seed=42\n", ")\n", "\n", "# Plot\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "\n", "colors = {\n", " 'Circle': ('blue', 'lightblue'),\n", " 'Square': ('green', 'lightgreen'),\n", " 'Triangle': ('red', 'salmon'),\n", " 'Polygon': ('purple', 'violet')\n", "}\n", "\n", "for x, y, size, shape_type, angle, params in positions:\n", " edge, face = colors[shape_type]\n", " \n", " if shape_type == 'Circle':\n", " shape = plt.Circle((x, y), size, edgecolor=edge, facecolor=face, alpha=0.6)\n", " ax.add_patch(shape)\n", " elif shape_type == 'Square':\n", " shape = patches.Rectangle(\n", " (x - size/2, y - size/2), size, size,\n", " edgecolor=edge, facecolor=face, alpha=0.6\n", " )\n", " transform = plt.matplotlib.transforms.Affine2D().rotate_deg_around(x, y, angle)\n", " shape.set_transform(transform + ax.transData)\n", " ax.add_patch(shape)\n", " elif shape_type == 'Triangle':\n", " h = size * np.sqrt(3) / 2\n", " points = np.array([\n", " [x, y + 2*h/3],\n", " [x - size/2, y - h/3],\n", " [x + size/2, y - h/3]\n", " ])\n", " shape = patches.Polygon(points, closed=True, \n", " edgecolor=edge, facecolor=face, alpha=0.6)\n", " transform = plt.matplotlib.transforms.Affine2D().rotate_deg_around(x, y, angle)\n", " shape.set_transform(transform + ax.transData)\n", " ax.add_patch(shape)\n", " elif shape_type == 'Polygon':\n", " pts = generate_polygon(\n", " center=(x, y),\n", " avg_radius=size,\n", " irregularity=params['irregularity'],\n", " spikiness=params['spikiness'],\n", " num_vertices=params['num_vertices']\n", " )\n", " shape = patches.Polygon(pts, closed=True, \n", " edgecolor=edge, facecolor=face, alpha=0.6)\n", " ax.add_patch(shape)\n", "\n", "ax.set_xlim(0, L)\n", "ax.set_ylim(0, L)\n", "ax.set_aspect('equal', 'box')\n", "ax.set_title('Multi-Shape Zeta Tiling (Circles, Squares, Triangles, Hexagons)', fontsize=12)\n", "ax.set_xlabel('X')\n", "ax.set_ylabel('Y')\n", "ax.grid(True, alpha=0.3)\n", "\n", "# Legend\n", "from matplotlib.patches import Patch\n", "legend_elements = [Patch(facecolor=colors[s][1], edgecolor=colors[s][0], label=s) \n", " for s in ['Circle', 'Square', 'Triangle', 'Polygon']]\n", "ax.legend(handles=legend_elements, loc='upper right')\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Count shapes\n", "shape_counts = {}\n", "for _, _, _, shape_type, _, _ in positions:\n", " shape_counts[shape_type] = shape_counts.get(shape_type, 0) + 1\n", "print(f\"Shape counts: {shape_counts}\")\n", "print(f\"Total shapes placed: {len(positions)}\")" ] }, { "cell_type": "markdown", "id": "apollonian-connection", "metadata": {}, "source": [ "## 4.5 Connection to Apollonian Gaskets\n", "\n", "The zeta tilings share properties with **Apollonian gaskets**, which are fractal packings of circles where each new circle is tangent to three existing ones.\n", "\n", "**Key similarities:**\n", "- Power-law size distribution\n", "- Self-similar structure at multiple scales\n", "- Packing efficiency increases with more small shapes\n", "\n", "**Differences:**\n", "- Apollonian gaskets have strict tangency constraints\n", "- Zeta tilings use random placement with non-overlap\n", "- Zeta distribution is analytically tractable via $\\zeta(p)$" ] }, { "cell_type": "code", "execution_count": 6, "id": "dense-packing", "metadata": { "execution": { "iopub.execute_input": "2026-10-25T01:41:18.844822Z", "iopub.status.busy": "2026-10-25T01:41:18.844702Z", "iopub.status.idle": "2026-10-25T01:41:19.507896Z", "shell.execute_reply": "2026-10-25T01:41:19.506467Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Generate a denser packing approaching Apollonian-like structure\n", "fig, axes = plt.subplots(1, 2, figsize=(14, 7))\n", "\n", "# Sparse packing\n", "positions_sparse, L = generate_tiling(\n", " shape_type='Circle',\n", " A_plane=100.0,\n", " A0=2.0,\n", " p=1.5,\n", " n_shapes=100,\n", " max_particle_size=10.0,\n", " seed=42\n", ")[:2]\n", "\n", "for x, y, size, _ in positions_sparse:\n", " circle = plt.Circle((x, y), size, edgecolor='navy', \n", " facecolor='lightblue', alpha=0.7)\n", " axes[0].add_patch(circle)\n", "\n", "axes[0].set_xlim(0, L)\n", "axes[0].set_ylim(0, L)\n", "axes[0].set_aspect('equal', 'box')\n", "axes[0].set_title(f'Sparse: p=1.5, n={len(positions_sparse)}', fontsize=12)\n", "axes[0].grid(True, alpha=0.3)\n", "\n", "# Dense packing\n", "positions_dense, L = generate_tiling(\n", " shape_type='Circle',\n", " A_plane=100.0,\n", " A0=1.0,\n", " p=1.3,\n", " n_shapes=1000,\n", " max_particle_size=5.0,\n", " seed=42\n", ")[:2]\n", "\n", "for x, y, size, _ in positions_dense:\n", " circle = plt.Circle((x, y), size, edgecolor='navy', \n", " facecolor='lightblue', alpha=0.7)\n", " axes[1].add_patch(circle)\n", "\n", "axes[1].set_xlim(0, L)\n", "axes[1].set_ylim(0, L)\n", "axes[1].set_aspect('equal', 'box')\n", "axes[1].set_title(f'Dense: p=1.3, n={len(positions_dense)}', fontsize=12)\n", "axes[1].grid(True, alpha=0.3)\n", "\n", "plt.suptitle('Sparse vs Dense Zeta Circle Packings', fontsize=14)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "summary", "metadata": {}, "source": [ "## Summary\n", "\n", "| Parameter | Effect |\n", "|-----------|--------|\n", "| $p$ (exponent) | Controls size decay rate; smaller $p$ → more large shapes |\n", "| $A_0$ (initial area) | Sets the scale of the largest shape |\n", "| $\\zeta(p)$ | Total area factor; diverges as $p \\to 1^+$ |\n", "| Shape types | Circles pack most efficiently; polygons add complexity |\n", "\n", "### Key Results\n", "\n", "1. The Riemann zeta function provides a natural power-law distribution for fractal-like tilings\n", "2. Exponent $p$ controls the self-similarity: smaller $p$ creates more scale-invariant patterns\n", "3. Multi-shape tilings exhibit richer visual complexity while maintaining mathematical structure" ] }, { "cell_type": "markdown", "id": "further-reading", "metadata": {}, "source": [ "## Further Reading\n", "\n", "- Mandelbrot, B. B. *The Fractal Geometry of Nature*. W. H. Freeman, 1982.\n", "- Graham, R. L., et al. \"Apollonian Circle Packings: Geometry and Group Theory.\" *Discrete & Computational Geometry*, 2003.\n", "- Edwards, H. M. *Riemann's Zeta Function*. Dover, 2001.\n", "\n", "**Next:** See `zeta_3d.ipynb` for 3D zeta sphere packings and visualizations." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.16" } }, "nbformat": 4, "nbformat_minor": 5 }