From c4ea48db44122c972d79a08bfe3fb55694011d95 Mon Sep 17 00:00:00 2001 From: Tyler Hughes Date: Wed, 28 Jan 2026 17:04:19 -0500 Subject: [PATCH 1/6] some notebooks --- grating_coupler_inverse_design.ipynb | 1664 +++++++++++++ led_extraction_optimization.ipynb | 1389 +++++++++++ microlens_grating_coupler_tutorial.ipynb | 2744 ++++++++++++++++++++++ 3 files changed, 5797 insertions(+) create mode 100644 grating_coupler_inverse_design.ipynb create mode 100644 led_extraction_optimization.ipynb create mode 100644 microlens_grating_coupler_tutorial.ipynb diff --git a/grating_coupler_inverse_design.ipynb b/grating_coupler_inverse_design.ipynb new file mode 100644 index 00000000..ba33ff17 --- /dev/null +++ b/grating_coupler_inverse_design.ipynb @@ -0,0 +1,1664 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "79d1f411", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "# Grating Coupler Inverse Design Using Density-Based Topology Optimization\n", + "\n", + "This notebook demonstrates how to design a high-efficiency fiber-to-chip grating coupler\n", + "using **density-based topology optimization** with Tidy3D's adjoint solver (autograd).\n", + "\n", + "## Introduction\n", + "\n", + "Grating couplers are essential components in silicon photonics, enabling efficient coupling\n", + "of light between optical fibers and on-chip waveguides. They work by diffracting light\n", + "from a near-vertically incident fiber into the plane of the chip, where it can propagate\n", + "in a single-mode waveguide.\n", + "\n", + "### Why Inverse Design?\n", + "\n", + "Traditional grating coupler design relies on periodic gratings with analytically determined\n", + "periods based on the Bragg condition. However, inverse design (topology optimization) can\n", + "discover non-intuitive, **apodized** structures that achieve:\n", + "\n", + "- **Higher coupling efficiency** (>50% possible vs ~30% for uniform gratings)\n", + "- **Broader bandwidth** through chirped/apodized designs\n", + "- **Better mode matching** to the Gaussian fiber mode\n", + "\n", + "### Optimization Method\n", + "\n", + "We use **density-based topology optimization** with the following components:\n", + "\n", + "1. **Design Variables**: Continuous density values ρ ∈ [0,1] at each pixel\n", + "2. **Filtering**: Conic filter to enforce minimum feature size\n", + "3. **Projection**: Hyperbolic tangent projection to push toward binary (0/1)\n", + "4. **Adjoint Gradients**: Efficient gradient computation via Tidy3D's autograd\n", + "\n", + "The projection function is:\n", + "\n", + "$$\\\\rho_{proj} = \\\\frac{\\\\tanh(\\\\beta \\\\cdot \\\\eta) + \\\\tanh(\\\\beta \\\\cdot (\\\\rho - \\\\eta))}{\\\\tanh(\\\\beta \\\\cdot \\\\eta) + \\\\tanh(\\\\beta \\\\cdot (1 - \\\\eta))}$$\n", + "\n", + "where β controls sharpness (β→∞ gives binary) and η is the threshold (typically 0.5)." + ] + }, + { + "cell_type": "markdown", + "id": "4355a878", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Physical Setup\n", + "\n", + "### Platform: Silicon-on-Insulator (SOI)\n", + "\n", + "We design for a standard SOI platform with:\n", + "- **Silicon thickness**: 220 nm (standard for silicon photonics)\n", + "- **Partial etch depth**: 70 nm (leaves 150 nm slab for mechanical stability)\n", + "- **Buried oxide (BOX)**: 2 μm SiO₂\n", + "\n", + "### Fiber Parameters\n", + "\n", + "Standard SMF-28 single-mode fiber:\n", + "- **Mode field diameter (MFD)**: 10.4 μm at 1550 nm\n", + "- **Coupling angle**: 10° from vertical (to avoid back-reflections)\n", + "- **Target wavelength**: 1550 nm (C-band telecom)\n", + "\n", + "### Grating Coupler Geometry\n", + "\n", + "```\n", + " Fiber (10° tilt)\n", + " ↓\n", + " ┌─────────────────────────────────────┐ ← Air/Cladding\n", + " │ ░░░░░ ░░░░░ ░░░░░ ░░░░░ ░░░░░ │ ← Grating teeth (Si)\n", + " │▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓│ ← Slab (unetched Si)\n", + " └─────────────────────────────────────┘\n", + " ═══════════════════════════════════════ ← BOX (SiO₂)\n", + " ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ ← Si substrate\n", + "```\n", + "\n", + "The optimization determines where to place the grating teeth (etched regions)\n", + "to maximize coupling from the tilted fiber into the waveguide mode." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "4ad32d84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
12:37:02 EST WARNING: Using canonical configuration directory at                \n",
+       "             '/Users/twhughes/.config/tidy3d'. Found legacy directory at        \n",
+       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
+       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
+       "
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Remove it manually or run \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[32m'tidy3d config migrate --delete-legacy'\u001b[0m\u001b[31m to clean up. \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tidy3D version: 2.10.2\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Imports\n", + "# =============================================================================\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.gridspec import GridSpec\n", + "import warnings\n", + "\n", + "# Suppress Tidy3D GaussianBeam deprecation warning (will be fixed in v2.11)\n", + "warnings.filterwarnings(\"ignore\", message=\".*waist_distance.*will change in version 2.11.*\")\n", + "\n", + "# Autograd for automatic differentiation\n", + "import autograd.numpy as anp\n", + "from autograd import value_and_grad\n", + "\n", + "# Tidy3D imports\n", + "import tidy3d as td\n", + "import tidy3d.web as web\n", + "from tidy3d.plugins.autograd import make_filter_and_project, rescale\n", + "\n", + "# Optimizer\n", + "import optax\n", + "\n", + "# Utilities\n", + "import scipy.ndimage as sp_ndimage\n", + "from pathlib import Path\n", + "import json\n", + "from IPython.display import display, clear_output\n", + "\n", + "print(f\"Tidy3D version: {td.__version__}\")\n", + "\n", + "# Enable local caching for faster repeated simulations during development\n", + "td.config.local_cache.enabled = True" + ] + }, + { + "cell_type": "markdown", + "id": "3385489b", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Design Parameters\n", + "\n", + "We define all the physical and optimization parameters here. These can be\n", + "adjusted to explore different designs or adapt to different fabrication processes." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5dfc41ef", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Wavelength range: 1.53-1.57 μm (5 points)\n", + "Frequency range: 1.91e+14 - 1.96e+14 Hz\n", + "\n", + "SOI Stack:\n", + " Si thickness: 220 nm\n", + " Etch depth: 70 nm\n", + " Slab thickness: 150 nm\n", + "\n", + "Grating Dimensions:\n", + " Length: 15.0 μm\n", + " Width: 12.0 μm\n", + " Taper length: 5.0 μm\n", + "\n", + "Fiber Parameters:\n", + " Angle: 10° from vertical\n", + " MFD: 10.4 μm\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Physical Parameters\n", + "# =============================================================================\n", + "\n", + "# --- Wavelength ---\n", + "WAVELENGTH_CENTER = 1.55 # μm (C-band telecom)\n", + "WAVELENGTH_MIN = 1.53 # μm\n", + "WAVELENGTH_MAX = 1.57 # μm\n", + "NUM_WAVELENGTHS = 5 # Number of wavelength points for broadband optimization\n", + "\n", + "wavelengths = np.linspace(WAVELENGTH_MIN, WAVELENGTH_MAX, NUM_WAVELENGTHS)\n", + "frequencies = list(td.C_0 / wavelengths)\n", + "freq_center = td.C_0 / WAVELENGTH_CENTER\n", + "\n", + "print(f\"Wavelength range: {WAVELENGTH_MIN}-{WAVELENGTH_MAX} μm ({NUM_WAVELENGTHS} points)\")\n", + "print(f\"Frequency range: {min(frequencies):.2e} - {max(frequencies):.2e} Hz\")\n", + "\n", + "# --- SOI Platform Geometry ---\n", + "SI_THICKNESS = 0.22 # μm (220 nm standard SOI)\n", + "ETCH_DEPTH = 0.07 # μm (70 nm partial etch)\n", + "BOX_THICKNESS = 2.0 # μm (buried oxide)\n", + "SLAB_THICKNESS = SI_THICKNESS - ETCH_DEPTH # 150 nm remaining slab\n", + "\n", + "print(f\"\\nSOI Stack:\")\n", + "print(f\" Si thickness: {SI_THICKNESS*1000:.0f} nm\")\n", + "print(f\" Etch depth: {ETCH_DEPTH*1000:.0f} nm\")\n", + "print(f\" Slab thickness: {SLAB_THICKNESS*1000:.0f} nm\")\n", + "\n", + "# --- Grating Coupler Dimensions ---\n", + "GRATING_LENGTH = 15.0 # μm (length in propagation direction)\n", + "GRATING_WIDTH = 12.0 # μm (width perpendicular to propagation)\n", + "TAPER_LENGTH = 5.0 # μm (taper from waveguide to grating)\n", + "WG_WIDTH = 0.5 # μm (single-mode waveguide width)\n", + "\n", + "print(f\"\\nGrating Dimensions:\")\n", + "print(f\" Length: {GRATING_LENGTH} μm\")\n", + "print(f\" Width: {GRATING_WIDTH} μm\")\n", + "print(f\" Taper length: {TAPER_LENGTH} μm\")\n", + "\n", + "# --- Fiber Parameters ---\n", + "FIBER_ANGLE_DEG = 10 # degrees from vertical\n", + "FIBER_ANGLE_RAD = np.deg2rad(FIBER_ANGLE_DEG)\n", + "FIBER_MFD = 10.4 # μm (SMF-28 mode field diameter)\n", + "FIBER_HEIGHT = 1.0 # μm above grating surface\n", + "\n", + "print(f\"\\nFiber Parameters:\")\n", + "print(f\" Angle: {FIBER_ANGLE_DEG}° from vertical\")\n", + "print(f\" MFD: {FIBER_MFD} μm\")" + ] + }, + { + "cell_type": "markdown", + "id": "54f3acab", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Optimization Parameters\n", + "\n", + "The key parameters controlling the optimization are:\n", + "\n", + "- **Design region resolution** (`NX_DESIGN`): Number of pixels along the grating\n", + "- **Filter radius**: Controls minimum feature size (should be > grid spacing)\n", + "- **β (beta)**: Projection sharpness (1 = soft, 20+ = nearly binary)\n", + "- **Learning rate**: Adam optimizer step size" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7d4b1a5f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Design Region:\n", + " Resolution: 150 x 1 pixels\n", + " Grid size: 100.0 nm\n", + "\n", + "Filter/Projection:\n", + " Filter radius: 250 nm (2.5x grid size)\n", + " β range: 1.0 → 20.0\n", + "\n", + "Optimization:\n", + " Max iterations: 20\n", + " Learning rate: 0.2\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Optimization Parameters\n", + "# =============================================================================\n", + "\n", + "# --- Design Region Discretization ---\n", + "NX_DESIGN = 150 # Pixels in x (propagation direction)\n", + "NY_DESIGN = 1 # 1D grating (uniform in y)\n", + "GRID_SIZE = GRATING_LENGTH / NX_DESIGN # μm per pixel\n", + "\n", + "print(f\"Design Region:\")\n", + "print(f\" Resolution: {NX_DESIGN} x {NY_DESIGN} pixels\")\n", + "print(f\" Grid size: {GRID_SIZE*1000:.1f} nm\")\n", + "\n", + "# --- Filter and Projection ---\n", + "FILTER_RADIUS = 0.25 # μm (should be 2-3x grid size for proper smoothing)\n", + "BETA_MIN = 1.0 # Starting projection sharpness\n", + "BETA_MAX = 20.0 # Final projection sharpness\n", + "ETA = 0.5 # Projection threshold\n", + "\n", + "print(f\"\\nFilter/Projection:\")\n", + "print(f\" Filter radius: {FILTER_RADIUS*1000:.0f} nm ({FILTER_RADIUS/GRID_SIZE:.1f}x grid size)\")\n", + "print(f\" β range: {BETA_MIN} → {BETA_MAX}\")\n", + "\n", + "# --- Optimization ---\n", + "MAX_ITERATIONS = 20 # Number of optimization iterations\n", + "LEARNING_RATE = 0.2 # Adam optimizer learning rate\n", + "\n", + "print(f\"\\nOptimization:\")\n", + "print(f\" Max iterations: {MAX_ITERATIONS}\")\n", + "print(f\" Learning rate: {LEARNING_RATE}\")" + ] + }, + { + "cell_type": "markdown", + "id": "3c791d4d", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Materials\n", + "\n", + "We use crystalline silicon (c-Si) and silicon dioxide (SiO₂) from Tidy3D's\n", + "built-in material library, which contains experimentally measured optical constants." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "eb1c86e3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Material Properties at 1.55 μm:\n", + " Silicon: n = 3.475, ε = 12.08\n", + " SiO₂: n = 1.458, ε = 2.12\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Materials\n", + "# =============================================================================\n", + "\n", + "# Load materials from Tidy3D's material library\n", + "si = td.material_library[\"cSi\"][\"Li1993_293K\"] # Crystalline silicon\n", + "sio2 = td.material_library[\"SiO2\"][\"Horiba\"] # Silicon dioxide\n", + "\n", + "# Get permittivity values at center frequency for the design region\n", + "eps_si = si.eps_model(freq_center).real\n", + "eps_sio2 = sio2.eps_model(freq_center).real\n", + "\n", + "# Permittivity bounds for density-based optimization\n", + "EPS_MIN = eps_sio2 # Etched region (filled with oxide/air)\n", + "EPS_MAX = eps_si # Silicon\n", + "\n", + "print(f\"Material Properties at {WAVELENGTH_CENTER} μm:\")\n", + "print(f\" Silicon: n = {np.sqrt(eps_si):.3f}, ε = {eps_si:.2f}\")\n", + "print(f\" SiO₂: n = {np.sqrt(eps_sio2):.3f}, ε = {eps_sio2:.2f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "a1fdbda9", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Filter and Projection Functions\n", + "\n", + "The density-based optimization uses two key transformations:\n", + "\n", + "1. **Conic Filter**: Smooths the design to enforce minimum feature sizes\n", + "2. **Threshold Projection**: Pushes continuous densities toward binary (0 or 1)\n", + "\n", + "Tidy3D provides `make_filter_and_project()` which combines both operations." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a6a1095d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Effect of β on projection (for density = 0.5):\n", + " β= 1: [0.3, 0.5, 0.7] → [0.275, 0.380, 0.368]\n", + " β= 5: [0.3, 0.5, 0.7] → [0.103, 0.244, 0.224]\n", + " β=10: [0.3, 0.5, 0.7] → [0.014, 0.098, 0.080]\n", + " β=20: [0.3, 0.5, 0.7] → [0.000, 0.012, 0.007]\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Filter and Projection Setup\n", + "# =============================================================================\n", + "\n", + "# Create combined filter + projection function\n", + "filter_project = make_filter_and_project(\n", + " radius=FILTER_RADIUS,\n", + " dl=GRID_SIZE,\n", + " padding=\"constant\" # Pad with edge values\n", + ")\n", + "\n", + "def pre_process(params: np.ndarray, beta: float) -> np.ndarray:\n", + " \"\"\"\n", + " Apply filtering and projection to raw design parameters.\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Raw design parameters in [0, 1]\n", + " beta : float\n", + " Projection sharpness (higher = more binary)\n", + "\n", + " Returns\n", + " -------\n", + " np.ndarray\n", + " Processed density values in [0, 1]\n", + " \"\"\"\n", + " return filter_project(params, beta=beta)\n", + "\n", + "\n", + "def params_to_permittivity(params: np.ndarray, beta: float) -> np.ndarray:\n", + " \"\"\"\n", + " Convert design parameters to permittivity values.\n", + "\n", + " Maps filtered/projected density [0,1] to permittivity [ε_min, ε_max].\n", + " \"\"\"\n", + " processed = pre_process(params, beta=beta)\n", + " return rescale(processed, EPS_MIN, EPS_MAX)\n", + "\n", + "\n", + "# Demonstrate the effect of beta on projection\n", + "print(\"Effect of β on projection (for density = 0.5):\")\n", + "for beta in [1, 5, 10, 20]:\n", + " test_params = np.array([0.3, 0.5, 0.7])\n", + " projected = pre_process(test_params, beta=beta)\n", + " print(f\" β={beta:2d}: [0.3, 0.5, 0.7] → [{projected[0]:.3f}, {projected[1]:.3f}, {projected[2]:.3f}]\")" + ] + }, + { + "cell_type": "markdown", + "id": "3f784ed6", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Simulation Builder\n", + "\n", + "This function constructs the complete Tidy3D simulation given the design parameters.\n", + "The key components are:\n", + "\n", + "1. **Design Region**: Custom medium with spatially-varying permittivity\n", + "2. **Static Structures**: Waveguide, taper, slab, and BOX layer\n", + "3. **Gaussian Beam Source**: Mimics the fiber mode\n", + "4. **Mode Monitor**: Measures coupling into the waveguide mode" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "01cd94cd", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "# =============================================================================\n", + "# Simulation Construction\n", + "# =============================================================================\n", + "\n", + "def make_simulation(design_params: np.ndarray, beta: float) -> td.Simulation:\n", + " \"\"\"\n", + " Build a Tidy3D simulation with the grating coupler design.\n", + "\n", + " Parameters\n", + " ----------\n", + " design_params : np.ndarray\n", + " Design parameters (density values) for the grating region\n", + " beta : float\n", + " Projection sharpness for binarization\n", + "\n", + " Returns\n", + " -------\n", + " td.Simulation\n", + " Complete Tidy3D simulation object\n", + " \"\"\"\n", + "\n", + " # --- Convert Parameters to Permittivity ---\n", + " eps_values = params_to_permittivity(design_params, beta)\n", + "\n", + " # Reshape for 2D/3D (for 1D grating, we extrude in y)\n", + " if NY_DESIGN == 1:\n", + " eps_2d = eps_values.reshape(NX_DESIGN, 1)\n", + " else:\n", + " eps_2d = eps_values.reshape(NX_DESIGN, NY_DESIGN)\n", + "\n", + " # Define coordinate arrays for the custom medium\n", + " x_coords = np.linspace(\n", + " TAPER_LENGTH,\n", + " TAPER_LENGTH + GRATING_LENGTH,\n", + " NX_DESIGN,\n", + " )\n", + " y_coords = np.linspace(-GRATING_WIDTH / 2, GRATING_WIDTH / 2, max(NY_DESIGN, 2))\n", + " z_coords = np.array([SI_THICKNESS - ETCH_DEPTH / 2]) # Center of etch region\n", + "\n", + " # Extrude in y for 1D grating\n", + " if NY_DESIGN == 1:\n", + " eps_3d = anp.broadcast_to(eps_2d, (NX_DESIGN, len(y_coords)))\n", + " else:\n", + " eps_3d = eps_2d\n", + "\n", + " # Add z dimension\n", + " eps_3d = eps_3d[:, :, None]\n", + "\n", + " # Create custom medium for the design region\n", + " eps_dataset = td.SpatialDataArray(\n", + " eps_3d,\n", + " coords=dict(x=x_coords, y=y_coords, z=z_coords),\n", + " )\n", + "\n", + " design_medium = td.CustomMedium(\n", + " permittivity=eps_dataset,\n", + " name=\"design_region\",\n", + " )\n", + "\n", + " design_structure = td.Structure(\n", + " geometry=td.Box(\n", + " center=(TAPER_LENGTH + GRATING_LENGTH / 2, 0, SI_THICKNESS - ETCH_DEPTH / 2),\n", + " size=(GRATING_LENGTH, GRATING_WIDTH, ETCH_DEPTH),\n", + " ),\n", + " medium=design_medium,\n", + " name=\"grating_design\",\n", + " )\n", + "\n", + " # --- Static Structures ---\n", + " structures = []\n", + "\n", + " # Buried oxide (BOX) layer\n", + " box = td.Structure(\n", + " geometry=td.Box(\n", + " center=(0, 0, -BOX_THICKNESS / 2 - 0.01),\n", + " size=(td.inf, td.inf, BOX_THICKNESS),\n", + " ),\n", + " medium=sio2,\n", + " name=\"box\",\n", + " )\n", + " structures.append(box)\n", + "\n", + " # Unetched silicon slab beneath grating\n", + " slab = td.Structure(\n", + " geometry=td.Box(\n", + " center=(TAPER_LENGTH + GRATING_LENGTH / 2, 0, SLAB_THICKNESS / 2),\n", + " size=(GRATING_LENGTH + 0.1, GRATING_WIDTH, SLAB_THICKNESS),\n", + " ),\n", + " medium=si,\n", + " name=\"slab\",\n", + " )\n", + " structures.append(slab)\n", + "\n", + " # Input waveguide (full Si thickness)\n", + " wg_length = 2.0\n", + " wg = td.Structure(\n", + " geometry=td.Box(\n", + " center=(-wg_length / 2, 0, SI_THICKNESS / 2),\n", + " size=(wg_length + 0.1, WG_WIDTH, SI_THICKNESS),\n", + " ),\n", + " medium=si,\n", + " name=\"waveguide\",\n", + " )\n", + " structures.append(wg)\n", + "\n", + " # Taper from waveguide to grating width\n", + " taper_vertices = [\n", + " (-0.05, -WG_WIDTH / 2),\n", + " (-0.05, WG_WIDTH / 2),\n", + " (TAPER_LENGTH, GRATING_WIDTH / 2),\n", + " (TAPER_LENGTH, -GRATING_WIDTH / 2),\n", + " ]\n", + " taper = td.Structure(\n", + " geometry=td.PolySlab(\n", + " vertices=taper_vertices,\n", + " slab_bounds=(0, SI_THICKNESS),\n", + " axis=2,\n", + " ),\n", + " medium=si,\n", + " name=\"taper\",\n", + " )\n", + " structures.append(taper)\n", + "\n", + " # Add design structure last (highest priority - overwrites others)\n", + " structures.append(design_structure)\n", + "\n", + " # --- Source: Angled Gaussian Beam ---\n", + " # Mimics fiber mode incident at angle from vertical\n", + " # Position the beam center over the grating, tilted toward the waveguide\n", + " source = td.GaussianBeam(\n", + " center=(TAPER_LENGTH + GRATING_LENGTH * 0.6, 0, SI_THICKNESS + FIBER_HEIGHT + 1.0),\n", + " size=(GRATING_LENGTH * 1.2, GRATING_WIDTH * 1.2, 0),\n", + " source_time=td.GaussianPulse(freq0=freq_center, fwidth=freq_center * 0.1),\n", + " direction=\"-\", # Propagating downward (-z)\n", + " angle_theta=FIBER_ANGLE_RAD, # Tilt from vertical\n", + " angle_phi=0, # Tilt in x-z plane\n", + " waist_radius=FIBER_MFD / 2, # Fiber mode size\n", + " waist_distance=FIBER_HEIGHT + 1.0, # Focus at grating surface\n", + " pol_angle=np.pi / 2, # TE polarization\n", + " name=\"fiber_source\",\n", + " )\n", + "\n", + " # --- Monitors ---\n", + " # Mode monitor to measure coupling into waveguide\n", + " mode_monitor = td.ModeMonitor(\n", + " center=(-wg_length / 2, 0, SI_THICKNESS / 2),\n", + " size=(0, WG_WIDTH * 3, SI_THICKNESS * 3),\n", + " freqs=frequencies,\n", + " mode_spec=td.ModeSpec(num_modes=1),\n", + " name=\"wg_mode\",\n", + " )\n", + "\n", + " # Field monitor for visualization (optional, at center frequency only)\n", + " field_monitor = td.FieldMonitor(\n", + " center=(TAPER_LENGTH + GRATING_LENGTH / 2 - 2, 0, SI_THICKNESS / 2),\n", + " size=(GRATING_LENGTH + TAPER_LENGTH + 4, 0, SI_THICKNESS + 3),\n", + " freqs=[freq_center],\n", + " name=\"field_xz\",\n", + " )\n", + "\n", + " # --- Simulation Domain ---\n", + " buffer_x = 1.5\n", + " buffer_y = 2.0\n", + " x_min = -wg_length - buffer_x\n", + " x_max = TAPER_LENGTH + GRATING_LENGTH + buffer_x\n", + " sim_size_x = x_max - x_min\n", + " sim_size_y = GRATING_WIDTH + 2 * buffer_y\n", + " sim_size_z = SI_THICKNESS + 3\n", + " center_x = (x_min + x_max) / 2\n", + "\n", + " sim = td.Simulation(\n", + " center=(center_x, 0, SI_THICKNESS / 2 + 0.5),\n", + " size=(sim_size_x, sim_size_y, sim_size_z),\n", + " grid_spec=td.GridSpec.auto(wavelength=WAVELENGTH_CENTER, min_steps_per_wvl=15),\n", + " structures=structures,\n", + " sources=[source],\n", + " monitors=[mode_monitor, field_monitor],\n", + " run_time=2e-12, # 2 ps\n", + " boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n", + " shutoff=1e-5,\n", + " )\n", + "\n", + " return sim" + ] + }, + { + "cell_type": "markdown", + "id": "dced246e", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Objective Function\n", + "\n", + "The optimization objective is to **maximize coupling efficiency** into the\n", + "fundamental waveguide mode. We measure this using the mode monitor amplitude.\n", + "\n", + "Since we're using gradient-based optimization that minimizes, we return the\n", + "**negative** of the coupling power." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "222bdde0", + "metadata": {}, + "outputs": [], + "source": [ + "# =============================================================================\n", + "# Objective Function\n", + "# =============================================================================\n", + "\n", + "def compute_coupling(sim_data: td.SimulationData) -> float:\n", + " \"\"\"\n", + " Compute coupling efficiency from simulation results.\n", + "\n", + " Extracts the mode amplitude for the fundamental mode propagating\n", + " toward the chip (-x direction) and sums power across all wavelengths.\n", + "\n", + " Parameters\n", + " ----------\n", + " sim_data : td.SimulationData\n", + " Results from running the simulation\n", + "\n", + " Returns\n", + " -------\n", + " float\n", + " Total coupling power (sum across wavelengths)\n", + " \"\"\"\n", + " mode_amps = sim_data[\"wg_mode\"].amps\n", + "\n", + " # Select fundamental mode going toward -x (into chip)\n", + " amps = mode_amps.sel(direction=\"-\", mode_index=0)\n", + "\n", + " # Sum power across wavelengths for broadband optimization\n", + " power = anp.sum(anp.abs(amps.values) ** 2)\n", + "\n", + " return power\n", + "\n", + "\n", + "def objective(design_params: np.ndarray, beta: float) -> float:\n", + " \"\"\"\n", + " Objective function for optimization.\n", + "\n", + " Returns negative coupling (since we minimize, this maximizes coupling).\n", + "\n", + " Parameters\n", + " ----------\n", + " design_params : np.ndarray\n", + " Design parameters for the grating\n", + " beta : float\n", + " Projection sharpness\n", + "\n", + " Returns\n", + " -------\n", + " float\n", + " Negative of coupling power\n", + " \"\"\"\n", + " # Build simulation\n", + " sim = make_simulation(design_params, beta)\n", + "\n", + " # Run on Tidy3D cloud\n", + " sim_data = web.run(\n", + " sim,\n", + " task_name=\"grating_opt\",\n", + " verbose=False,\n", + " )\n", + "\n", + " # Compute figure of merit\n", + " coupling = compute_coupling(sim_data)\n", + "\n", + " # Return negative for minimization\n", + " return -coupling\n", + "\n", + "\n", + "# Create function that returns both value and gradient\n", + "objective_and_grad = value_and_grad(objective)" + ] + }, + { + "cell_type": "markdown", + "id": "cb44fd72", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Inspect Initial Simulation\n", + "\n", + "Before running optimization, let's visualize the simulation setup to verify\n", + "the geometry, source placement, and monitor positions are correct." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "89dbc545", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating initial simulation for inspection...\n" + ] + }, + { + "data": { + "text/html": [ + "
12:37:05 EST WARNING: Behavior of GaussianBeam with direction '-' and non-zero  \n",
+       "             'waist_distance' will change in version 2.11 to be consistent with \n",
+       "             upcoming beam overlap monitors and ports. Currently, the waist     \n",
+       "             distance is interpreted w.r.t. the directed propagation axis, so   \n",
+       "             switching 'direction' also switches the position of the waist in   \n",
+       "             the global reference frame. In the future, the waist position will \n",
+       "             be defined such that it is the same for backward- and              \n",
+       "             forward-propagating beams.                                         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:37:05 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Behavior of GaussianBeam with direction \u001b[0m\u001b[32m'-'\u001b[0m\u001b[31m and non-zero \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[32m'waist_distance'\u001b[0m\u001b[31m will change in version \u001b[0m\u001b[1;36m2.11\u001b[0m\u001b[31m to be consistent with \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mupcoming beam overlap monitors and ports. Currently, the waist \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mdistance is interpreted w.r.t. the directed propagation axis, so \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mswitching \u001b[0m\u001b[32m'direction'\u001b[0m\u001b[31m also switches the position of the waist in \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mthe global reference frame. In the future, the waist position will \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mbe defined such that it is the same for backward- and \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mforward-propagating beams. \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Simulation domain: 25.0 x 16.0 x 3.2 μm\n", + "Number of structures: 5\n", + "Run time: 2.0 ps\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Visualize Initial Setup\n", + "# =============================================================================\n", + "\n", + "def initialize_params():\n", + " \"\"\"Create initial design parameters with a periodic grating pattern.\"\"\"\n", + " n_params = NX_DESIGN * max(NY_DESIGN, 1)\n", + " x_norm = np.linspace(0, 1, n_params)\n", + "\n", + " # Estimated grating period from Bragg condition\n", + " period_guess = 0.63 # μm\n", + " num_periods = GRATING_LENGTH / period_guess\n", + "\n", + " # Initialize with sinusoidal pattern\n", + " params = 0.5 + 0.4 * np.sin(2 * np.pi * num_periods * x_norm)\n", + " params = sp_ndimage.gaussian_filter(params, sigma=1)\n", + "\n", + " return params\n", + "\n", + "\n", + "# Create initial simulation for inspection\n", + "print(\"Creating initial simulation for inspection...\")\n", + "initial_params = initialize_params()\n", + "initial_sim = make_simulation(initial_params, beta=1.0)\n", + "\n", + "# Plot simulation cross-sections\n", + "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n", + "\n", + "# XZ cross-section (side view)\n", + "initial_sim.plot(y=0, ax=axes[0])\n", + "axes[0].set_title(\"Side View (XZ at y=0)\")\n", + "\n", + "# XY cross-section (top view at Si layer)\n", + "initial_sim.plot(z=SI_THICKNESS / 2, ax=axes[1])\n", + "axes[1].set_title(f\"Top View (XY at z={SI_THICKNESS/2:.2f} μm)\")\n", + "\n", + "# XY cross-section (top view at etch region)\n", + "initial_sim.plot(z=SI_THICKNESS - ETCH_DEPTH / 2, ax=axes[2])\n", + "axes[2].set_title(f\"Etch Region (XY at z={SI_THICKNESS - ETCH_DEPTH/2:.2f} μm)\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Print simulation info\n", + "print(f\"\\nSimulation domain: {initial_sim.size[0]:.1f} x {initial_sim.size[1]:.1f} x {initial_sim.size[2]:.1f} μm\")\n", + "print(f\"Number of structures: {len(initial_sim.structures)}\")\n", + "print(f\"Run time: {initial_sim.run_time*1e12:.1f} ps\")" + ] + }, + { + "cell_type": "markdown", + "id": "f7d24e34", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Visualization Functions\n", + "\n", + "These functions create plots to monitor optimization progress and visualize\n", + "the final design." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a5254f9f", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "# =============================================================================\n", + "# Visualization\n", + "# =============================================================================\n", + "\n", + "def plot_optimization_progress(params, beta, iteration, history):\n", + " \"\"\"\n", + " Create a compact progress plot for the optimization loop.\n", + "\n", + " Shows coupling convergence and current grating design.\n", + " \"\"\"\n", + " fig, axes = plt.subplots(1, 3, figsize=(14, 3))\n", + "\n", + " # --- Plot 1: Optimization Progress ---\n", + " ax1 = axes[0]\n", + " if len(history[\"iteration\"]) > 0:\n", + " ax1.plot(history[\"iteration\"], np.array(history[\"coupling\"]) * 100, 'b.-', lw=2, ms=6)\n", + " ax1.set_xlabel('Iteration')\n", + " ax1.set_ylabel('Coupling (%)')\n", + " ax1.set_title(f'Iter {iteration}: {history[\"coupling\"][-1]*100:.2f}%')\n", + " ax1.grid(True, alpha=0.3)\n", + " ax1.set_ylim(bottom=0)\n", + "\n", + " # --- Plot 2: Beta Schedule ---\n", + " ax2 = axes[1]\n", + " if len(history[\"beta\"]) > 0:\n", + " ax2.plot(history[\"iteration\"], history[\"beta\"], 'r.-', lw=2, ms=6)\n", + " ax2.set_xlabel('Iteration')\n", + " ax2.set_ylabel('β')\n", + " ax2.set_title(f'β = {beta:.1f}')\n", + " ax2.grid(True, alpha=0.3)\n", + "\n", + " # --- Plot 3: Current Grating Design ---\n", + " ax3 = axes[2]\n", + " processed = np.array(pre_process(params, beta))\n", + " x = np.linspace(0, GRATING_LENGTH, len(processed))\n", + " ax3.fill_between(x, 0, processed, alpha=0.8, color='darkgreen', step='mid')\n", + " ax3.axhline(0.5, color='red', ls='--', alpha=0.5)\n", + " ax3.set_xlim(0, GRATING_LENGTH)\n", + " ax3.set_ylim(0, 1)\n", + " ax3.set_xlabel('Position (μm)')\n", + " ax3.set_ylabel('Density')\n", + " ax3.set_title('Grating Design')\n", + "\n", + " plt.tight_layout()\n", + " clear_output(wait=True)\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5a5823c7", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Run Optimization\n", + "\n", + "Now we run the actual optimization loop. Key steps:\n", + "\n", + "1. **Initialize** parameters with a periodic pattern (better than random for gratings)\n", + "2. **Loop** through iterations:\n", + " - Compute objective and gradient via adjoint method\n", + " - Update parameters with Adam optimizer\n", + " - Ramp β linearly from β_min to β_max\n", + "3. **Save** results and generate plots" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "84091b87", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "# =============================================================================\n", + "# Optimization Loop\n", + "# =============================================================================\n", + "\n", + "def run_optimization():\n", + " \"\"\"\n", + " Run the grating coupler inverse design optimization.\n", + "\n", + " Returns\n", + " -------\n", + " tuple\n", + " (optimized_params, history_dict)\n", + " \"\"\"\n", + "\n", + " print(\"=\" * 60)\n", + " print(\"Grating Coupler Inverse Design Optimization\")\n", + " print(\"Using Tidy3D Adjoint Method (autograd)\")\n", + " print(\"=\" * 60)\n", + " print(f\"Design region: {NX_DESIGN} x {NY_DESIGN} pixels\")\n", + " print(f\"Wavelengths: {WAVELENGTH_MIN}-{WAVELENGTH_MAX} μm ({NUM_WAVELENGTHS} points)\")\n", + " print(f\"Filter radius: {FILTER_RADIUS} μm\")\n", + " print(f\"β schedule: {BETA_MIN} → {BETA_MAX}\")\n", + " print(f\"Max iterations: {MAX_ITERATIONS}\")\n", + " print(\"=\" * 60)\n", + "\n", + " # --- Initialize Design Parameters ---\n", + " # Start with a periodic pattern based on the Bragg condition\n", + " # This gives a better starting point than random initialization\n", + " n_params = NX_DESIGN * max(NY_DESIGN, 1)\n", + " x_norm = np.linspace(0, 1, n_params)\n", + "\n", + " # Estimated grating period from Bragg condition:\n", + " # Λ = λ / (n_eff - sin(θ))\n", + " # For partial-etch SOI at 1550nm: n_eff ≈ 2.8, θ = 10° → Λ ≈ 0.58 μm\n", + " period_guess = 0.63 # μm (slightly larger to account for apodization)\n", + " num_periods = GRATING_LENGTH / period_guess\n", + "\n", + " # Initialize with sinusoidal pattern\n", + " params = 0.5 + 0.4 * np.sin(2 * np.pi * num_periods * x_norm)\n", + " params = sp_ndimage.gaussian_filter(params, sigma=1) # Smooth slightly\n", + "\n", + " print(f\"\\nInitialized with {num_periods:.0f} period sinusoidal pattern\")\n", + "\n", + " # --- Setup Optimizer ---\n", + " optimizer = optax.adam(learning_rate=LEARNING_RATE)\n", + " opt_state = optimizer.init(params)\n", + "\n", + " # --- History Tracking ---\n", + " history = {\n", + " \"iteration\": [],\n", + " \"objective\": [],\n", + " \"coupling\": [],\n", + " \"beta\": [],\n", + " \"gradient_norm\": [],\n", + " }\n", + "\n", + " print(\"\\nStarting optimization...\\n\")\n", + "\n", + " # --- Optimization Loop ---\n", + " for i in range(MAX_ITERATIONS):\n", + " # Linear beta ramping\n", + " beta = BETA_MIN + (BETA_MAX - BETA_MIN) * (i / max(MAX_ITERATIONS - 1, 1))\n", + "\n", + " try:\n", + " # Compute objective and gradient\n", + " print(f\"Iter {i:3d} | β={beta:5.1f} | Running simulation...\", end=\" \", flush=True)\n", + "\n", + " value, gradient = objective_and_grad(params, beta)\n", + " coupling = -value # Convert back from negative\n", + "\n", + " # Update parameters using Adam\n", + " # objective = -coupling, so gradient points toward decreasing coupling\n", + " # optax minimizes, so we pass gradient directly to minimize -coupling\n", + " updates, opt_state = optimizer.update(gradient, opt_state, params)\n", + " params = optax.apply_updates(params, updates)\n", + "\n", + " # Clip parameters to [0, 1]\n", + " params = np.clip(params, 0, 1)\n", + "\n", + " # Record history\n", + " grad_norm = float(np.linalg.norm(gradient))\n", + " history[\"iteration\"].append(i)\n", + " history[\"objective\"].append(float(value))\n", + " history[\"coupling\"].append(float(coupling))\n", + " history[\"beta\"].append(float(beta))\n", + " history[\"gradient_norm\"].append(grad_norm)\n", + "\n", + " print(f\"Coupling: {coupling:.4f} ({coupling*100:.2f}%) | |∇|: {grad_norm:.2e}\")\n", + "\n", + " # Display progress plot\n", + " plot_optimization_progress(params, beta, i, history)\n", + "\n", + " except Exception as e:\n", + " print(f\"\\nError at iteration {i}: {e}\")\n", + " import traceback\n", + " traceback.print_exc()\n", + " continue\n", + "\n", + " print(f\"\\n{'='*60}\")\n", + " print(\"Optimization Complete!\")\n", + " print(f\"{'='*60}\")\n", + " print(f\"Final coupling: {history['coupling'][-1]:.4f} ({history['coupling'][-1]*100:.2f}%)\")\n", + " print(f\"Improvement: {history['coupling'][-1] / max(history['coupling'][0], 1e-6):.2f}x\")\n", + "\n", + " return params, history" + ] + }, + { + "cell_type": "markdown", + "id": "6bac4fb6", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Execute Optimization\n", + "\n", + "Run the optimization and examine the results." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "906dba35", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "============================================================\n", + "Optimization Complete!\n", + "============================================================\n", + "Final coupling: 0.1823 (18.23%)\n", + "Improvement: 8.16x\n" + ] + } + ], + "source": [ + "td.config.logging.warn_once=True\n", + "\n", + "# Run the optimization\n", + "optimized_params, history = run_optimization()" + ] + }, + { + "cell_type": "markdown", + "id": "cc816d97", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Results Analysis\n", + "\n", + "After optimization completes, we analyze the final design by:\n", + "1. Running a final simulation with the optimized parameters\n", + "2. Extracting the coupling spectrum across wavelengths\n", + "3. Visualizing the field distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "14a9f7e4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running final simulation with optimized design...\n" + ] + }, + { + "data": { + "text/html": [ + "
12:42:33 EST Created task 'grating_final' with resource_id                      \n",
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             View task using web UI at                                          \n",
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+       "             5-4b29-9ee3-f7fc6e015d04'.                                         \n",
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             Task folder: 'default'.                                            \n",
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12:42:35 EST Estimated FlexCredit cost: 0.503. Minimum cost depends on task     \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:42:35 EST\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.503\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
12:42:36 EST status = queued                                                    \n",
+       "
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             To cancel the simulation, use 'web.abort(task_id)' or              \n",
+       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
+       "             Terminating the Python script will not stop the job running on the \n",
+       "             cloud.                                                             \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", + "\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n", + "\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the \n", + "\u001b[2;36m \u001b[0mcloud. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "9e46b7a55fe54483b6f70412cad4804a", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "
12:42:50 EST starting up solver                                                 \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:42:50 EST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
12:42:51 EST running solver                                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:42:51 EST\u001b[0m\u001b[2;36m \u001b[0mrunning solver \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f99645071b184e33b5ed56aba147781a", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
12:43:26 EST early shutoff detected at 84%, exiting.                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:43:26 EST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m84\u001b[0m%, exiting. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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             status = postprocess                                               \n",
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12:43:29 EST status = success                                                   \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:43:29 EST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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12:43:31 EST View simulation result at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc2\n",
+       "             5-4b29-9ee3-f7fc6e015d04'.                                         \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:43:31 EST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=726865;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc25-4b29-9ee3-f7fc6e015d04\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=510997;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc25-4b29-9ee3-f7fc6e015d04\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=726865;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc25-4b29-9ee3-f7fc6e015d04\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=229258;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc25-4b29-9ee3-f7fc6e015d04\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=726865;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc25-4b29-9ee3-f7fc6e015d04\u001b\\\u001b[4;34m-04bb4458-fc2\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=726865;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04bb4458-fc25-4b29-9ee3-f7fc6e015d04\u001b\\\u001b[4;34m5-4b29-9ee3-f7fc6e015d04'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "cb9f09f16c7f4c829e3034fd1e1a87dd", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      "text/html": [
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12:43:32 EST Loading simulation from simulation_data.hdf5                       \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m12:43:32 EST\u001b[0m\u001b[2;36m \u001b[0mLoading simulation from simulation_data.hdf5 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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DBw/i5eVFhQoVUp0vVqwYBQoU4ODBgzcdS8WKFVMd58uXj+LFi9/U0N6kNY1SCgoKSjX//uDBgxQvXpy8efOmqnd1266nUqVKfPXVVyQmJrJjxw4WLVrEuHHjeOihhyhbtiwtWrRIdd2rk0GVKlUCzDUXihUrxp49e9i2bVua2JMkLUa+b98+QkJCUnXEbkbZsmVv6flAqk414Eg+lSpVKt3zN1qXS0RE5GpJiYob9VeulZi6uo9Rvnx5vLy8bmn6kKt+/w0aNIh9+/axYcMGChUqlOqxL7/8knfeeYedO3emmt51s7/PM9uvu7rNkLZ/lZ6U/c0CBQrcMCaAypUrp3msatWqLFu2LM1GJ1fHFRQUBJivedK977//fp5//nmOHDlCiRIl+OGHHzh58iT333+/43l79uzhwoULadbiTHL1pjDpve4HDx6kfPnyafp8V7/Ge/bsAbjuUg4XLlxwtCUj7dy3bx9eXl5Uq1btmtdMum/z5s3TfTzp9RKxkhJOIjlEQEAAISEh/Pnnn5l63q1sC3z1wt2u4OzdZDJyv5o1a1KzZk3uvPNOmjVrxowZM1IlnDLCbrfTsmVLnnnmmXQfT0pQOUt6O6nYbLZ018261vftWq/1tc6nd20REZHrCQwMpHjx4mzbtu269bZt20aJEiVu+EfzrfRjkrji9997773HzJkzmT59OnXq1En12PTp0+nfvz/h4eGMGDGCIkWK4O3tzdixY9m3b1+m408po6/HzbatSpUqAGzfvv2aa3DdiozEdf/99zNy5Ei+/fZbhg0bxuzZswkMDKRVq1aOOna7nSJFijBjxox0r3f1B4K3siNd0uilt956K833Okm+fPlSHTujb5V036+++opixYqledyqXQxFUtJPoUgO0q5dO6ZMmcLGjRtTDQ1PT2hoKHa7nT179lC1alXH+RMnTnD+/PlUO7YFBQVx/vz5VM+Pi4vj2LFj6V57z549qXYQuXTpEseOHaNNmzY30aobCw0NZc2aNcTExKQa5bR3795bum6DBg0A0rRz7969GIaRqlO3e/duAMfub+XLl+fSpUs3TFSVL1+eZcuWcfbs2euOcrqZDnVQUFC6Q+NvZfSaiIjIrWrXrh1Tp05l3bp1jp1VU/rpp584cOBAuot979mzJ9VolL1792K321PtvuqMJNSt+Omnn3j66acZNmyYY8HwlObMmUO5cuWYN29eqlivnl6fmXZkpl93K5IWVp8+ffoNE05J99y1a1eax3bu3EnhwoVTjW7KqLJly3LbbbfxzTff8OijjzJv3jzCw8Px8/Nz1ClfvjwrV66kUaNGN51MCg0NZceOHWn6fFf3L8uXLw+YH/5m9gPKaylfvjx2u50dO3ZcM4mVdN8iRYo47b4izqY1nERykGeeeQZ/f38efPBBTpw4kebxffv28d577wE4kj8TJkxIVefdd98FoG3bto5z5cuXd6w5lGTKlCnXHCkzZcqUVMPDP/roIxISEmjdunXmG5UBSbuNpFxvyW6388EHH2To+T/99FOa3UogeT2Eq4eCHz16lMjISMdxVFQU06ZNo06dOo5PmLp168bGjRtZtmxZmuueP3+ehIQEADp37oxhGGl2JoHUn3L5+/unSfrdSPny5dm5cyenTp1ynPvjjz/SbNErIiLiTiNGjCBPnjwMHjyYM2fOpHrs7NmzDBkyhLx58zJixIg0z736d/v7778PkKqPcTO/M53l2LFjdOvWjcaNG/PWW2+lWydpdEvK3/O//PILGzduTFUv6UO0jLQlM/26W3HnnXfSqlUrPvnkE+bPn5/m8bi4OMdOtsWLF6dOnTp8+eWXqdrw559/snz58lv6IPL+++/n559/5rPPPuP06dOpptOB2Q9LTEzk1VdfTfPchISEDL2mYWFhHDlyxLEzH8CVK1fSrO9Zv359ypcvz9tvv82lS5fSXCdlPyyjwsPD8fLy4pVXXkmz/lPSz01YWBgBAQG8/vrr6fZjb+a+Is6mEU4iOUj58uX5+uuvuf/++6latSp9+/alRo0axMXFsWHDBr799lv69+8PQO3atenXrx9Tpkzh/PnzNGnShF9//ZUvv/yS8PDwVCOUHnzwQYYMGULnzp1p2bIlf/zxB8uWLaNw4cLpxhEXF8e9995Lt27d2LVrFx9++CGNGzdOteiiM4WHh3Pbbbfx1FNPsXfvXqpUqcKCBQs4e/YscONPCN98801+++03OnXqRK1atQDYsmUL06ZNo2DBggwbNixV/UqVKjFw4EA2bdpE0aJF+eyzzzhx4gSff/65o86IESNYsGAB7dq1o3///tSvX5/o6Gi2b9/OnDlzOHDgAIULF6ZZs2b06dOHiRMnsmfPHlq1aoXdbuenn36iWbNmPProo4DZmVm5ciXvvvsuISEhlC1b1rF46bUMGDCAd999l7CwMAYOHMjJkyf5+OOPqV69eppFWEVERNylYsWKfPnll/Tq1YuaNWsycOBAypYty4EDB/j00085ffo0M2fOdIzgSGn//v106NCBVq1asXHjRqZPn07Pnj2pXbu2o87N/M50lscff5xTp07xzDPPMGvWrFSP1apVi1q1atGuXTvmzZtHREQEbdu2Zf/+/Xz88cdUq1YtVcIiT548VKtWjW+++YZKlSpRsGBBatSoQY0aNdLcNzP9uls1bdo07rvvPjp16kT79u2599578ff3Z8+ePcyaNYtjx47x9ttvA+Y0s9atW3PnnXcycOBALl++zPvvv09gYCCjR4++6Ri6devG008/zdNPP03BggXTjPBp0qQJgwcPZuzYsWzdupX77rsPX19f9uzZw7fffst7771Hly5drnuPwYMHM2nSJHr06METTzxB8eLFmTFjBrlz5waS+5deXl588skntG7dmurVq/PAAw9QokQJjhw5wpo1awgICGDhwoWZal+FChV44YUXePXVV7n77rvp1KkTfn5+bNq0iZCQEMaOHUtAQAAfffQRffr0oV69enTv3p3g4GAOHTrE4sWLadSoEZMmTcrUfUWczprN8UTElXbv3m0MGjTIKFOmjJErVy4jf/78RqNGjYz3338/1Vb28fHxxpgxY4yyZcsavr6+RqlSpYyRI0em2e4+MTHRePbZZ43ChQsbefPmNcLCwoy9e/caoaGhqbYdTtpu+McffzQeeughIygoyMiXL5/Rq1evVNvhGoZhNGnSxGjSpInjeP/+/QZgfP75545z/fr1M/z9/dO0L70tiE+dOmX07NnTyJ8/vxEYGGj079/fWL9+vQEYs2bNuu7rtX79euORRx4xatSoYQQGBhq+vr5G6dKljf79+xv79u1LVTc0NNRo27atsWzZMqNWrVqGn5+fUaVKFePbb79Nc92LFy8aI0eONCpUqGDkypXLKFy4sHHXXXcZb7/9thEXF+eol5CQYLz11ltGlSpVjFy5chnBwcFG69atjd9++81RZ+fOncY999xj5MmTxwAcr3vSa3Hq1Kl02zZ9+nSjXLlyRq5cuYw6deoYy5YtM/r162eEhoY66iS99m+99Vaq565Zs8YA0rQt6fu8adOm676uIiIi17Nt2zajR48eRvHixQ1fX1+jWLFiRo8ePYzt27enqZv0+27Hjh1Gly5djPz58xtBQUHGo48+aly+fDlV3Wv9zkz6/bV//35H3aTf61cDjEceeSTVufR+X17dJ2nSpIkBpPs1atQowzDMbe1ff/11IzQ01PDz8zPq1q1rLFq0KM3vZ8MwjA0bNhj169c3cuXKleoa6fWFMtqvu1abr+6bXU9MTIzx9ttvGw0bNjTy5ctn5MqVy6hYsaLx2GOPGXv37k1Vd+XKlUajRo2MPHnyGAEBAUb79u2NHTt2pKpzrf5Met+zJI0aNTIA48EHH7xmnFOmTDHq169v5MmTx8ifP79Rs2ZN45lnnjGOHj3qqHOt18MwDOOff/4x2rZta+TJk8cIDg42nnrqKWPu3LkGYPz888+p6v7+++9Gp06djEKFChl+fn5GaGio0a1bN2PVqlU33c7PPvvMqFu3ruHn52cEBQUZTZo0MVasWJGqzpo1a4ywsDAjMDDQyJ07t1G+fHmjf//+xubNm6/5uoi4i80wtOqriDjHF198wQMPPMCmTZsc6x9Zaf78+URERLBu3ToaNWrklGuWKVOGGjVqsGjRIqdcT0RERG5s9OjRjBkzhlOnTl1zhLWIO0yYMIEnn3ySw4cPU6JECavDEcnStIaTiOQIly9fTnWcmJjI+++/T0BAAPXq1bMoKhERERHJrq7uX165coXJkydTsWJFJZtEMkBrOIlIjvDYY49x+fJl7rzzTmJjY5k3bx4bNmzg9ddfv6WtbkVERETEM3Xq1InSpUtTp04dLly4wPTp09m5cyczZsywOjSRbEEJJxHJEZo3b84777zDokWLuHLlChUqVOD99993LLotIiIiIpIZYWFhfPLJJ8yYMYPExESqVavGrFmz0uyKJyLp0xpOIiIiIiIiIiLiVFrDSUREREREREREnEoJJxERERERERERcSqPW8PJbrdz9OhR8ufPj81mszocERERyUIMw+DixYuEhITg5eWZn8upryQiIiLXkpm+ksclnI4ePUqpUqWsDkNERESysH///ZeSJUtaHYYl1FcSERGRG8lIX8njEk758+cHzBcnICDA6de32+2cOnWK4ODgHP/JqCe1FTyrvWprzuVJ7VVbcy5XtjcqKopSpUo5+gueSH0l1/DUdoPntt1T2w2e23ZPbTd4bts9sd2Z6St5XMIpaWh4QECAyzpRV65cISAgIMf/wHlSW8Gz2qu25lye1F61NedyR3s9eSqZ+kqu4antBs9tu6e2Gzy37Z7abvDctntquyFjfSXPekVERERERERERMTllHASERERERERERGnUsJJREREREREREScyuPWcBIREc9mt9uJi4uzOgynstvtxMfHc+XKFY9YP+BW25srVy6PeJ1ERERErKSEk4iIeIy4uDj279+P3W63OhSnMgwDu93OxYsXPWKx61ttr5eXF2XLliVXrlwuiE5EREREQAknERHxEIZhcOzYMby9vSlVqlSOGuFiGAYJCQn4+Ph4TMLpZttrt9s5evQox44do3Tp0h7xeomIiIhYQQknERHxCAkJCcTExBASEkLevHmtDseplHDKnODgYI4ePUpCQgK+vr4uiFBEREREcs7HuyIiIteRmJgIoGlU4vgZSPqZEBERERHnU8JJREQ8iieMAJLr08+AiIiIiOsp4SQiIiIiIiIiIk6lhJOIiIiIiIiIiDiVEk4iIiJZWP/+/bHZbAwZMiTNY4888gg2m40HHnjAgshubPTo0VSpUgV/f3+CgoJo0aIFv/zyS4af/8Ybb2Cz2Rg2bFiq88OHD6do0aKULl2aGTNmpHrs22+/pX379s4IX0RERERugRJOIiIiWVypUqWYNWsWly9fdpy7cuUKX3/9NaVLl7YwsuurVKkSkyZNYvv27axbt44yZcpw3333cerUqRs+d9OmTUyePJlatWqlOr9w4UJmzpzJ999/z5tvvsmDDz7I6dOnAbhw4QIvvPACH3zwgUvaIyIiIiIZp4STiHisefOgbl0bZcoUpW5dG/PmWR2RSPrq1atHqVKlmJfih3TevHmULl2aunXrpqprt9sZO3YsZcuWJU+ePNSuXZs5c+Y4Hk9MTGTgwIGOxytXrsx7772X6hr9+/cnPDyct99+m+LFi1OoUCEeeeQR4uPjMxV3z549adGiBeXKlaN69eq8++67REVFsW3btus+79KlS/Tq1YupU6cSFBSU6rG///6bpk2bUr9+fXr06EFAQAD79+8H4JlnnuHhhx/O0kk4EREREVc7HHWYNfvXcDjqsKVxKOEkIh5p3jzo3Bm2b4fYWBvbt5vHSjp5oOjoa39duZLxuilGH1237k0aMGAAn3/+ueP4s88+S3cq3dixY5k2bRoff/wxf/31F08++SS9e/fmxx9/BMyEVMmSJfn222/ZsWMHL7/8Ms8//zyzZ89OdZ01a9awb98+1qxZw5dffskXX3zBF1984Xh89OjRlClTJsPxx8XFMWXKFAIDA6ldu/Z16z7yyCO0bduWFi1apHmsdu3abN68mXPnzvHbb79x+fJlKlSowLp169iyZQuPP/54hmMSERERyWkm/TqJ0uNL03xac0InhPLplk8ti8XHsjuLiFhozBiw2cAwzO3RDcOGzQavvAKdOlkcnLhXvnzXfqxNG1i8OPm4SBGIiUm/bpMm8MMPycdlysB/U71SMYybiZLevXszcuRIDh48CMD69euZNWsWP6S4Z2xsLK+//jorV67kzjvvBKBcuXKsW7eOyZMn06RJE3x9fRkzZozjOWXLlmXjxo3Mnj2bbt26Oc4HBQUxadIkvL29qVKlCm3btmXVqlUMGjQIgMKFC1O+fPkbxr1o0SK6d+9OTEwMxYsXZ8WKFRQuXPia9WfNmsWWLVvYtGlTuo+HhYXRq1cv7rrrLvLkycOXX36Jv78/Dz/8MF988QUfffQR77//PoULF2bKlClUr179hjGKiIiIZHd2w867G99lxIoRqc4NXjSYsAphlAwo6faYlHASEY+0e3fav/sNA3btsiYekRsJDg6mbdu2fPHFFxiGQdu2bdMkbvbu3UtMTAwtW7ZMdT4uLi7V1LsPPviAzz77jEOHDnH58mXi4uKoU6dOqudUr14db29vx3Hx4sXZvn274/jRRx/l0UcfvWHczZo1Y+vWrZw+fZqpU6fSrVs3fvnlF4oUKZKm7r///ssTTzzBihUryJ079zWvOXr0aF588UV8fHyw2WyMGTOGFi1a4Ovry2uvvcb27dtZtGgRffv25bfffrthjCIiIiLZ2YZ/N/D4ksf57Vjafk+ikcjes3uVcBIRcZdKleDqZWRsNqhc2Zp4xEKXLl37sRQJFwBOnrx2Xa+rZqkfOHDTIV3LgAEDHEme9BbGvvRfWxYvXkyJEiVSPebn5weYI4iefvpp3nnnHe68807y58/PW2+9lWb3OF9f31THNpsNu92e6Zj9/f2pUKECFSpU4I477qBixYp8+umnjBw5Mk3d3377jZMnT1KvXj3HucTERNauXcukSZOIjY1NlQQD2LlzJ9OnT+f333/ns88+45577iE4OJhu3boxYMAALl68SP78+TMdd1a1du1a3nrrLX777TeOHTtGZGQk4eHhjscvXbrEc889x/z58zlz5gxly5bl8ccfT3eXQxEREcneDkcd5tmVz/L19q+vWcfb5k2FghXcGFUyJZxExCMNHw79+6c+ZxgwapQl4YiV/P2tr5tBrVq1Ii4uDpvNRlhYWJrHq1Wrhp+fH4cOHaJJkybpXmP9+vXcddddDB061HFu3759To/1Wux2O7Gxsek+du+996YaRQXwwAMPUKVKFZ599tk0ySbDMBg8eDDvvvsu+fLlIzEx0bGwedK/iYmJLmiFdaKjo6lduzYDBgygUzrzf4cPH87q1auZPn06ZcqUYfny5QwdOpSQkBA6dOhgQcQiIiLibJfjL/P2hrd5Y/0bxMQnL/dQs0hN7it/HxN+nkCikYi3zZvJ7SZbMroJlHASEQ919frOAMHBkGKggEiW4+3tzd9//+0oXy1//vw8/fTTPPnkk9jtdho3bsyFCxdYv349AQEB9OvXj4oVKzJt2jSWLVtG2bJl+eqrr9i0aRNly5bNVCyTJk0iMjKSVatWpft4dHQ0//vf/+jQoQPFixfn9OnTfPDBBxw5coSuXbs66t17771ERETw6KOPkj9/fmrUqJHqOv7+/hQqVCjNeYBPPvmE4OBg2rdvD0CjRo0YPXo0P//8M0uWLKFatWoUKFAgU+3K6lq3bk3r1q2v+fiGDRvo168fTZs2BeChhx5i8uTJ/Prrr0o4iYiIZHOGYTD377k8vfxpDl446DhfKE8hXm32KoPqD8LHy4dhdwxj79m9VChYwbJkEyjhJCIeatq05HJoaAIHD/pw6hRs3QpX7TIvkqUEBARc9/FXX32V4OBgxo4dyz///EOBAgWoV68ezz//PACDBw/m999/5/7778dms9GjRw+GDh3KkiVLMhXH6dOnrzsyytvbm507d/Lll19y+vRpChUqRMOGDfnpp59SLeS9b98+Tqe3uPoNnDhxgtdff50NGzY4zt1222089dRTtG3bliJFivDll19m+rrZ3V133cWCBQsYMGAAISEh/PDDD+zevZvx48df8zmxsbGpRp1FRUUB5mi0m5lGeSN2ux3DMFxy7azMU9sNntt2T203eG7bPbXd4Lltd2e7/zj+B8OXD+eHgz84znnbvBnacCgv3/MyBfMUdMQUki+EkHwhjmNnysz1bIZxk9vlZFNRUVEEBgZy4cKFG3bab4bdbufkyZMUKVIEr6vX88hhPKmt4Fntzelt3bsXKlY0yzVqGPTuHcVzzwUC8OKL8OqrFgbnYjn9e5vS1W29cuUK+/fvp2zZstddkDo7MgyDhIQExyLaOd2ttvd6Pwuu7ic4k81mS7OGU2xsLA899BDTpk3Dx8cHLy8vpk6dSt++fa95ndGjR6fauTDJ7t27XbL+ld1u58KFCwQGBub496GUPLXd4Llt99R2g+e23VPbDZ7bdne0+/Tl07y1+S2m/z0du5Gc7Lmn5D28ctcrVA5y7yK0Fy9epFKlShnqK2mEk4h4nOnTk8u9exu0ahXLyJEGhmEjMjJnJ5xEJGd7//33+fnnn1mwYAGhoaGsXbuWRx55hJCQEFq0aJHuc0aOHMnw4cMdx1FRUZQqVYrg4GCXfThns9kIDg72uD9KPLHd4Llt99R2g+e23VPbDZ7bdle2Oz4xno82f8SYtWM4f+W843z5oPK83fJt2ldqb8kHjZn54FYJJxHxKIYBX31llm026NkTfH3t3HknbNgAf/0Fe/Ykj4ASEckuLl++zPPPP09kZCRt27YFoFatWmzdupW33377mgknPz8/xy6GKXl5ebnsjwabzebS62dVntpu8Ny2e2q7wXPb7qntBs9tuyvavWzvMoYtG8bO0zsd5/LlysdL97zEE7c/gZ9P2t/b7pKZdnrWT4KIeLwNG+Cff8zyvfdC0s7x4eHJs4sjIy0ITETkFsXHxxMfH5+mI+jt7e1xa2qIiIhkR3vO7KHDzA60mtEqVbLpgToPsOexPTzT6BlLk02ZpRFOIuJRkkY3AfTpk1wOD4dnnjHLkZHJZRGRrOTSpUvs3bvXcbx//362bt1KwYIFKV26NE2aNGHEiBHkyZOH0NBQfvzxR6ZNm8a7775rYdQiIiJyPVGxUby29jUm/DyBeHu84/wdJe9gYquJNCzR0MLobp4STiLiMWJjYfZss5w3L3TqlPxY+fJQsyZs3w4//wxHj0JIiDVxiohcy+bNm2nWrJnjOGntpX79+vHFF18wa9YsRo4cSa9evTh79iyhoaH873//Y8iQIVaFLCIiItdgN+x8ufVLRq4ayYnoE47zIflDGNdiHD1r9szWG8Io4SQiHmPxYjh3zix36gT58kHKWSYREWbCCeC77+Dhh90fo7ieh23OKunIzj8DTZs2vW78xYoV4/PPP3djRCIiInIzNvy7gceXPM5vx35znPPz9uPpu57mucbPkS9XPgujcw4lnETEY0ybllxOOZ0uSUQEvPKKWY6MVMIpp/H19cVms3Hq1CmCg4Oz9adFVzMMg4SEBHx8fHJUu67lVtprGAanTp3CZrPh6+vroghFRERE0rfpyCZGrhrJqv2rUp3vXLUzb7V8i7JBZS2KzPmUcBIRj3DmDHz/vVkuXtxcMPxqtWtDmTJw4ACsWWOOhgoKcmeU4kre3t6ULFmSw4cPc+DAAavDcSrDMLDb7Xh5eXlMwulW2muz2ShZsiTe3t4uiE5EREQkLcMw6DWvFzP/nJnqfM0iNXmv1Xs0K9vsGs/MvpRwEhGP8M03EP/f+nu9ekF6f2fabOYop/HjISEBFi1KfySUZF/58uWjYsWKxMfH37hyNmK32zlz5gyFChXyiK2Ib7W9vr6+SjaJiIiI21yOv0zveb2Zt3NeqvNeNi8W9FhAmQJlrAnMxZRwEhGPcK3d6a7WqZOZcAJzWp0STjmPt7d3jks22O12fH19yZ07t8cknDypvSIiIpJ9HTx/kIhvIvj9+O9pHrMbdg6cP5BjE07qpYlIjrd7t7nzHECtWubXtdx5JxQpYpaXLoWYGNfHJyIiIiIiOc+a/WtoMLVBuskmAG+bNxUKVnBzVO6jhJOI5HjTpyeXbzRiydsbOnY0y5cvw/LlrotLRERERERyHsMwGL9xPC2/asnpmNMAlA8qz5imY/C2mSPtvW3eTG43mZIBJa0M1aU0pU5EcjS7PXk6nZcX9Ox54+dERMDUqWY5MhLCw10WnoiIiIiI5CAx8TE8tPAhZmyf4TjXqkIrvu70NUF5ghhQdwB7z+6lQsEKOTrZBEo4iUgOt369uescQIsWEBJy4+c0bw7588PFi7BwobnYuHZPFxERERGR6zlw/gAR30Sw9fhWx7nnGz/PK81ewdvLHNlUMqBkjk80JdGUOhHJ0TK6WHhKfn7Qtq1ZPncO1q51flwiIiIiIpJzrPpnFQ2mNHAkm/x9/ZnTdQ7/u/d/jmSTp1HCSURyrCtXYPZss+zvb06Vy6iUdefNu3Y9ERERERHxXIZh8O7Gd7lv+n2cuXwGgAoFK/DLg7/QuVpni6OzlhJOIpJjLVoEFy6Y5c6dzaRTRrVubY50Apg/31wLSkREREREJElMfAyPrH6EEStHYDfMPxjaVGzDpkGbqF6kusXRWU8JJxHJsaZNSy5ndDpdkvz5oWVLs3z0KGza5Ly4REREREQke9t/bj+NP29M5N5Ix7kX736RBd0XUCB3AesCy0KUcBKRHOnUKViyxCyHhECzZpm/RsppdZGR164nIiIiIiKeY+U/K2kwtQF/nPgDgHy58jGv2zxebf6qx67XlB4lnEQkR/rmG0hIMMu9e4P3Tbzvt28PXv+9S0ZGgmE4Lz4REREREcleDMPg7Q1vEzY9jLOXzwJQLrAcGwdsJKJqJhaM9RBKOIlIjnQzu9NdLTgY7r7bLO/eDX//fetxiYiIiEj2cDjqMGv2r+Fw1GGrQ5EsIDoump7zejJiRfJ6TW0rtuX7iO+pFlzN4uiypmyZcDpy5Ai9e/emUKFC5MmTh5o1a7J582arwxKRLGLXLvj1V7Ncpw7UqHHz19K0OhERERHP8+mWTwmdEErzac0JnRDKp1s+tToksdA/5/7hrs/uYtafsxznXr7nZebfP59Av0ALI8vasl3C6dy5czRq1AhfX1+WLFnCjh07eOeddwgKCrI6NBHJIpwxuilJeHhyWQknERERkZzvcNRhBi0c5BjFYjfsDF40WCOdPNSKfStoMKUB205sAyB/rvxE3h/JmGZj8LJlu5SKW/lYHUBmvfnmm5QqVYrPP//cca5s2bIWRiQiWYndDtOnm2UvL+jZ89auFxoK9erBli3w229w8KB5TkRERERypm/+/AaD1It3JhqJ7D27l5IBJS2KStzNMAze2vAWI1eNdCQfKxeqTOT9kVQNrmpxdNlDtks4LViwgLCwMLp27cqPP/5IiRIlGDp0KIMGDUq3fmxsLLGxsY7jqKgoAOx2O3a73enx2e12DMNwybWzGk9qK3hWe7NzW9euhYMHzU8aWrY0KFLE4HrNyEhbw8NhyxbzmpGRdh5/3JkRu1d2/t5mltqac7myvZ7yGoqISPoORx3m9Z9eT3Pey+ZFhYIVLIhIrBAdF82ABQOY/ddsx7kOlTswLXwagbk1hS6jsl3C6Z9//uGjjz5i+PDhPP/882zatInHH3+cXLly0a9fvzT1x44dy5gxY9KcP3XqFFeuXHF6fHa7nQsXLmAYBl5eOXt4nSe1FTyrvdm5rVOnBgB5AejQ4QInT17//3lG2nrPPd5AMACzZyfQvftZZ4bsVtn5e5tZamvO5cr2Xrx40anXExGR7CMuMY5u33bj7JW0fb3yQeUJyR9iQVTiToejDvPDgR/439r/sfPMTsf50U1G81KTlzSFLpOyXcLJbrfToEEDXn/dzDrXrVuXP//8k48//jjdhNPIkSMZPny44zgqKopSpUoRHBxMQECAS+Kz2WwEBwfn+E6/J7UVPKu92bWtly/DokU2APLlM+jbN4C8ea///zwjbQ0OhkqVDHbvtvHLL77YbEUIDnZ6+G6RXb+3N0Ntzblc2d7cuXM79XoiIpJ9jFg+go2HNwIQGhjKN12+IXxWOMejj7Pn7B4+3PQhj972qMVRiqt8uuVTBi0clGo6ZYBfAF9FfEWHyh0sjCz7ynYJp+LFi1OtWuotB6tWrcrcuXPTre/n54efn1+a815eXi7rlNtsNpdePyvxpLaCZ7U3O7Z18WL4b9YsXbrYyJfPlqHnZaStERHw5ptgt9tYvNjGgAHOiNga2fF7e7PU1pzLVe31lNdPRMSVDkcdZtORTTTM3ZDSBUpbHU6GzPpzFhN/nQhALu9czOk2hwYhDfi689c0n9YcgOdWPkfbim0pG6Q1hHOKmPgYfj3yK4t3L+btjW+neXxB9wU0KdPEgshyhmzXq2rUqBG7du1KdW737t2EahVfEY83bVpy+VZ3p7taRERyWbvViYiIiKRv6m9TKTuxLF0WdaHsxLJ8uuVTq0O6oR2ndvDgggcdx++3fp8GIQ0AaFa2GUPqDwEgOj6aBxc+iGEY6V5Hsr6T0SeJ/DuSp5Y9xe2f3E7gG4E0+7JZuskmIM3i8ZI52W6E05NPPsldd93F66+/Trdu3fj111+ZMmUKU6ZMsTo0EbHQyZOwdKlZLlkSmjZ17vUbNoSQEDh6FFasgIsXIX9+595DREREJKtLtCdy7NIxDpw/kOZr79m9HLxw0FHXbtgZvGgwYRXCsuzubhdjL9J5dmei46MB6Fe7H4Pqpd6QalzLcXy/93sOXTjE6v2rmfLbFAY3GGxFuJIJhmGw+8xu1v+7nnWH1rHu0Dr2nN2T4ed727y1UPwtynYJp4YNGxIZGcnIkSN55ZVXKFu2LBMmTKBXr15WhyYiFpo1CxITzXLv3uDsWTFeXuZudR9+CLGxZnKra1fn3kNERETE1Q5HHWbPmT1ULFQx3STQ9RJKB84f4NCFQ8Tb4zN8v0Qjkb1n92bJhJNhGDy48EF2njYXh65VtBYftv0Qmy31sgz5/fIztf1UwqaHATBixQhaV2xN6cDsMV3QU8QlxrHl2BbWHVrH+n/Xs/7Qek7FnLruc6oWrkrj0o1pVKoRRy8e5aU1L5FoJOJt82Zyu8lZ8uc2O8l2CSeAdu3a0a5dO6vDEJEs5KuvksvOnk6XJCLCTDgBzJunhJOIiIhkL59u+ZSHFj2E3bDjZfNiQJ0BlClQxkwmXTATSgfPH8xUQiklf19/x0ihlArnLXyrobvExF8mOra9D/QLZG63ueT1zZtu3fvK38fAugP59PdPuRh3kUELB7G019I0ySlxnauTpeevnGfjvxsdCaZfjvzClYRr71Dt6+VLwxINaVyqMY1KN+KuUnel+dnsU7sPe8/upULBCko2OUG2TDiJiKT099+webNZrlcPrtpXwGmaNIGgIDh3zlygPDYW0tmTQERERMRyhmFw/NJxtp/czrYT2/j58M/M/Tt5oyW7YeeT3z/J1DXz58pP2aCylClQhjKBZcx/U3wVyF2Az37/zJHUSjLguwEs77OcArkLOKt5t2z9ofU8veJpx/GX4V/ecPrUO/e9w9K9Szly8QjL9y3ni61f8EDdB1wd6i270ai2rM4wDD7c/CGPL3kcu2HHho2Q/CEcvXj0umssFchdgEalGjlGMDUIaUAe3zzXvVfJgJLZ8jXKqpRwEpFszx2jmwB8faF9e3Nx8osXYfVqaN3adfcTERERyYjouGj+OvUX205sY/uJ7Y4k05nLZzJ1nYwklG40omdgvYG0LNeSyD8iefWXVzlz+Qybjm6i1fRWLO+znAC/gFtpqlOcuHSCrt92JcGeAMBzjZ6jY5WON3xeYO5AprSfQtuv2wLw5LInua/8fZQIKOHSeG/FJ1s+YfCiwY5RbaOajOL+6vfj4+WT6svX2zfNOS9bxteouHpnwkR7IhfjLnIx9iJRsVGO8sW4/47/K6d6/DqPpWRgcOTikTQxlC1QlkalG9G4VGMal25M1eCqmWqDOJ8STiKSrdntMGOGWfb2hh49XHu/iIjk3fAiI5VwEhEREfdJtCey79y+NImlf879c1O7admwMbndZOqH1KdMgTIE5Q5yyhSxkgElub/y/TSv3JzmXzXndMxpfjnyC61ntGZpr6Xk97Nu55UEewLd53bn2KVjADQr04xXm7+a4ee3qdiGvrX7Mu2PaVyIvcCQxUNY0H1Blpxad/D8QQYtTF4A3W7YGfXDKEb9MCpDz/eyeaVOSnmlTUr5evsSFRvF0YtHHc/z9fK96WmZmVGxYEVaVWjlGMGUlRN/nkoJJxHJ1tauhUOHzHJYGBQt6tr73Xcf5MkDly/Dd9/BRx+ZiS4RERGRW5Vy6lMu71xpEks7Tu3gcsLlDF2rqH9RahatSa0itcx/i9bil8O/8NiSx1Itijyw3kCXtad6keqs7ruaZl8248zlM2z4dwNtvm7Dkl5LyJcrn8vuez0vrn6RHw78AEBI/hBmdp6Jj1fm/iweHzae5fuWc/zScRbtXsSM7TPoXau3C6K9eUk7BN7qNeIS44hLjMvU82412WTDRr5c+cjvl5/8ufKT2yc3f5z4I1Udb5s3q/ut1vS3LE4JJxHJ1pJGG4Frp9MlyZsXWrUyRzedPAkbN0Ljxq6/r4iIiORs438ez1PLnsr0SKU8PnmoXqS6I7FUs0hNahatSRH/Imnq1itej/aV27t1UeSaRWuyqu8qmk9rztnLZ1l3aB1tv27L9z2/xz+Xv8vvn9L8nfN5c/2bAPh4+TC7y2yK5sv8p5UF8xTko7YfEfFNBACPL3mcFuVaUCRv2tfcCoZh8Oj3j7Js37I0j9mw0blqZ3L55CLBnpDmKz4xPv3z9rTn4xPjuZJwJd2F4qsVrkapwFKOpFH+XPkJ8AtIPvZL/1yAXwB5ffOmmQr36ZZPGbxosHaQy2aUcBKRbCsmBubMMcv580PHG0+9d4qICDPhBOa/SjiJiIjIrVi4eyHDlw2/bh0bNioUrJCcVCpijloqF1QOb6+MD7e2YlHk2sVqs6LPCu6ddi/nr5xn7cG1tJ/ZnkU9F11zVzhn23t2L/3m93Mcv93ybRqVbnTT1wuvEk73Gt2Z9ecszl05x9DFQ/m2y7fOCPWWGIbBiBUj+GjzR4D5c2Oz2bAbdpeMajscdZjQCaGpFon3tnmzrM8yp/6cDaw3kLAKYdpBLptRwklEsq0FC8zFuwG6djWnurlDu3bg4wMJCWbC6e23IQtO2xcREZFs4NMtnzJk8ZB0H+tctTNtKrahZpGaVAuu5vYRQc5Ur3g9VvRZQYtpLbgQe4E1B9bQcVZHFnRfcMOdw25VTHwMnWd3Jio2CoBu1bvx+O2P3/J132/9Pqv+WcWpmFNE7oxk9o7ZNAtudsvXvRWjfxjNOxvfAcxk07SIaTQt09RliZqSASWZ0m6KW0YfaQe57EdLtotItuWu3emuFhQETZua5f374Y8/rltdREREJI3YhFiGLBrCgwsfdOyWlpK3zZsJrSYwoO4AGpZomK2TTUkahDRItVPdyn9WEv5NOFcSrrjsnoZh8PDih9l2YhsAVQpX4ZP2nzhlke/CeQvzQZsPHMePL32c05dP3/J1b9Yb697glbWvOI4/bvcxvWv1pmRASZqWaeqyZM3AegP55/F/mNt+Lv88/o9L1wWT7EUJJxHJlk6cgGX/TUsvXRruuce994+ISC4nTa8TERERyYijF4/S7MtmTP5tsuNc8zLN8baZU+Ny8ho1t5W4jWW9l5E/l7lT3fJ9y+n0TSdiE2Jdcr+pW6Yy7Q9z0U9/X3/mdpvr1F3yulbvSueqnQE4HXOaF9a94LRrZ8bEXyYyctVIx/GEsAk8VP8ht92/ZEBJ7gq5K0f+zMrNU8JJRLKlmTMhMdEs9+oFXm5+N0u5XpQSTiIiIpJR6w+tp/6U+mw8vBEAP28/vuj4Bav6reLAsAOs6beGA8MO5OhRIneUvIMlvZbg72uO2lqydwmdZ3d2etJp05FNPLbkMcfxJx0+oVpwNafeA+CDNh9QKE8hABb8s4B5f89z+j2uZ+pvU3li6ROO47H3juWJO564zjNE3EMJJxHJlqyaTpekRAm44w6zvH077Nvn/hhExPOsXbuW9u3bExISgs1mY/78+Wnq/P3333To0IHAwED8/f1p2LAhhw4dcn+wIpKKYRh8tOkjmn3ZjOOXjgNQOrA06wesp18dczFrV099ykoalW7Ekl5LHIuGL96zmG5zuhGXGOeU65+JOUOXb7s4rvf4bY/TvUZ3p1z7akXzFWVi64mO40eWPMKZmDMuudfVpm+bzuBFgx3HL93zEs81fs4t9xa5ESWcRCTb+esv2LLFLDdoAFWrWhOHptWJiLtFR0dTu3ZtPvjgg3Qf37dvH40bN6ZKlSr88MMPbNu2jZdeeoncuXO7OVIRSelKwhUeXPAgQ78fSrw9HoBmZZqxedBm6ofUtzg669wdejeLey4mj4+5aPiCXQvoPqc78Ynxt3TdRHsiveb14tAFM9l+Z8k7eeu+t2453uvpUaMH7Su1B+Bk9EmGLRvm0vsBzNkxh37z+2FgAPDUnU8xpukYl99XJKOUcBKRbMfq0U1JlHASEXdr3bo1r732GhEp34BSeOGFF2jTpg3jxo2jbt26lC9fng4dOlCkSBE3RyoiSf698C/3fH4Pn239zHFu+B3DWd5nOcH+wRZGljU0LdOURT0XkdvHTIxH7oyk57yet5R0em3tayzbZy72GZw3mNldZ5PLO5dT4r0Wm83GR20+IjBXIGCOPFq0e5HL7rd492J6zO2B3bAD8HCDh3mr5VtOWQxdxFl8rA5ARCQz7HaYMcMs+/hAd9eMjM6QihWhenVzxNXGjXD8OBQrZl08IuLZ7HY7ixcv5plnniEsLIzff/+dsmXLMnLkSMLDw6/5vNjYWGJjk9dNiYqKclzPbre7JE7DMFxy7azMU9sNntt2u93OhiMbGLJ6CKdiTgGQxycPU9pNoWfNno46OVFmv+dNQ5sy//75dJzVkdjEWObsmIMXXnwV8RU+Xpn7k3Xp3qWM+dEc5eNl8+LrTl8Tki/ELa91Uf+ijLlrDMN+GAbA4EWD2T5kOwVyF3DqfVb+s5LOszs7djfsV7sfE1tNxDAMDMNw6r0yypP/n3tauzPTViWcRCRb+eEHOHzYLLdqBVZ/aB8RYSacDAO++w4GD77xc0REXOHkyZNcunSJN954g9dee40333yTpUuX0qlTJ9asWUOTJk3Sfd7YsWMZMybtFIxTp05x5Yrztyq32+1cuHABwzDwcveODxby1HaDZ7bdMAw+2f4JY34eQ6Jh7nJSOn9pPgv7jOqFqnPy5EmLI3Stm/me185Xm8/DPqf/0v7E2eOYvWM28XHxvN/sfby9vDN0jX8v/kvveb0dU8yea/gcNfxruO31ttvttAxuSfNSzVn972qOXjzKIwseYXzT8U67x8/Hfqbn9z2JTTQ/KOhYviP/u+1/nD512mn3uBme+P8cPLPdFy9ezHBdJZxEJFuZNi25bOV0uiQREfDaa2Z53jwlnETEOkmfOHbs2JEnn3wSgDp16rBhwwY+/vjjayacRo4cyfDhwx3HUVFRlCpViuDgYAICAlwSp81mIzg42GM65+C57QbPa3tMfAxDFg9hxvYZjnMty7Xk605fUzBPQQsjc5+b/Z7fX+R+8gfkp/O3nYlLjCNybyR58+Tl8w6f3zDpFJsQS/sF7TkXew6A9pXaM+a+MXjZ3Pczl9TuT8M/pfaU2kTFRjFr1yz61OtDqwqtbvn6vx75lb5L+3I54TIAHSp14Jsu3+Dr7XvL175Vnvb/PIkntjsz60Iq4SQi2UZMDMyda5YDAqB9e2vjAahbF0JD4eBBWL0azp+HAgWsjkpEPFHhwoXx8fGhWrXUW35XrVqVdevWXfN5fn5++Pn5pTnv5eXlss6zzWZz6fWzKk9tN3hO2w+cP0Cnbzrx+/HfHeeevetZ/nfv/zI8SienuNnvebvK7ZjTdQ6dZ3cm3h7PjO0z8PHy4bOOn103eTR8+XA2H9sMQLmgckyLmIaPt/v/3LXZbJQuUJp37nuHQQsHATB48WD+GvoXAX43n8Tfenwrrb9uzcU4c3RJWPkwZnedjZ9P2vdvq3jK//OreVq7M9NOz3hFRCRHmD8fLl0yy926QZ48loYDgM0GSUujJCTA4sWWhiMiHixXrlw0bNiQXbt2pTq/e/duQkNDLYpKxHOs/GclDaY0cCSb/H39mdJiCq/f+7rHJZtuVfvK7fm267eO9Zu+/ONLBi0Y5Fgg+2rT/pjGx799DEBun9zM7TbX6esmZdbAugNpUa4FAIejDjNi+YibvtaOUzto+VVLzl85D5gLrc+7f16WSjaJpEcJJxHJNrLK7nRX69Qpuazd6kTElS5dusTWrVvZunUrAPv372fr1q0cOmRu/T1ixAi++eYbpk6dyt69e5k0aRILFy5k6NChFkYtkrMZhsHbG94mbHoYZy6fAaBCwQpsGLCB9uWzwHDsbKpjlY580+UbvG1msu6zrZ8xZNGQNEmnbSe2MWTREMfxR20/ok6xOu4MNV02m42p7afi7+sPwJQtU1j1z6pMX2fv2b20mNaC0zHmGk13lLyDBd0XkNc3r1PjFXEFJZxEJFs4dgyWLzfLoaHQuLG18aTUqBEE/7er8ZIlcPmytfGISM61efNm6tatS926dQEYPnw4devW5eWXXwYgIiKCjz/+mHHjxlGzZk0++eQT5s6dS+Os9KYpkoNEx0XTY24PRqwY4UiEtKnYhk2DNlGjSA2Lo8v+OlXtxMzOMx1Jp6lbpvLo9486dmI7f+U8nb7p5FjTaFC9QfSv09+qcNMoU6AM41qOcxw/uPBBLsVdyvDzD54/yL3T7uXYpWMA1C1WlyW9lpDfL7/TYxVxBSWcRCRbmDkTknbg7N0bstIUaW9v6NDBLMfEwIoV1sYjIjlX06ZNHdtep/z64osvHHUGDBjAnj17uHz5Mlu3bqVjx47WBSySg+07u487P72Tb/76xnHu5XteZmGPhZZP58pJulbvyvRO0x3rN320+SMeX/I4dsNO//n92XduHwD1itdjYuuJVoaariENhtC0TFPAXOPruZXPZeh5Ry8e5d5p93LogjmCtXpwdZb3Wa6fLclWstCfbCIi15ZVp9MliYhILmtanYiISM62dO9SGkxtwPaT2wHInys/8++fz5hm7t0VzVN0r9GdaeHTHK/tpE2TqDu5Lt/t+g6AoNxBzOk6h9w+Gd89y128bF580v4TxxS4DzZ9wI8Hfrzuc05Fn6LFtBaOZFrFghVZ2XclhfMWdnm8Is6kd0MRyfK2b4f/livhttugcmVLw0nXvfdCvnxmecECcwFxERERyVkMw+D1n16nzYw2jgWcKxeqzK+DfqVjFY0mdKVetXrxecfPsWEDzLWbkvSp3YeyQWWtCu2Gyhcsz+vNX3ccD1wwkJj4mHTrnrt8jpZfteTv038D5rS8VX1XUSxfMbfEKuJMSjiJSJaX1Uc3AeTODW3amOWzZ2HtWmvjEREREefaeWonTb5owgurX8DAXEMovEo4vw76lSqFq1gcnWfoW7svb7V8K835D379gMNRhy2IKOMeu/0xGpVqBMC+c/t4cfWLaepExUbRakYr/jjxBwAl8pdgVd9VlAos5dZYRZxFCScRydISE2HGDLPs4wPdu1sbz/VoWp2IiEjONPansVT9sCo/HfrJce7VZq8yt9tcAvwCLIzM89QrXi/NuUQjkb1n91oQTcZ52bz4rONnjml/E36ewIZ/Nzgej46Lpt3X7fj1yK8AFPEvwqq+qygXVM6SeEWcQQknEcnS1qyBo0fNcps2UDgLT11v0wZy5TLL8+fDfxuoiIiISDa28p+VPL/6+VTnvGxe9K/TX+s1WaBioYppXndvmzcVClawKKKMq1SoEq82exUAA4MB3w3gcvxlriRcIfybcEdCs2Cegqzss5LKhbPgOhIimaB3SBHJ0qZNSy5n1el0SQICoEULs3z4MGzebG08IiIicms2H91Mp286pTlvN+xZfkRNTlUyoCRT2k3B2+YNmMmmye0mUzKgpMWRZcyTdzzJ7SVuB2DXmV08vuRxmn3ZjJX/rAQgwC+A5b2XU7NoTSvDFHEKH6sDEBG5luhomDfPLAcGQrt21saTERER8P33ZjkyEho2tDYeERERuTlrD66l3dftuBh3Mc1j2WVETU41sN5AwiqEsffsXioUrJBtkk0A3l7efNbxM+pOrktcYhyf/P6J47Fc3rlY0msJ9UPqWxihiPNohJOIZFmRkWbSCeD++82FubO6Dh3A6793Vq3jJCIikj0t3buUsOlhjmRTxYIVs+2ImpyqZEBJmpZpmi2/D9WCq/Hk7U+mOZ9gT6B0YGkLIhJxDSWcRCTLyg67012tSBFoZG5Aws6d5peIiIhkH3N3zKXDzA5cSbgCQOsKrdk6ZCsHhh1gTb81HBh2gIH1BlocpWR3Lcq3SHNOUzUlp1HCSUSypKNHYaU5lZ2yZZOTONmBdqsTERHJnr7c+iXd5nQj3h4PQJdqXZjffT55ffNm6xE1kvVUKVwl2y5+LpJRSjiJSJb09ddgt5vl3r3BZrM2nsxImXBKWoNKREREsrZJv06i/3f9sRtmB6R/nf7M7DyTXN65LI5McqLsvvi5SEZo0XARyZKy43S6JGXKQJ06sHWruVPdv/9CqVIWByUiIiLXNPansTy/+nnH8eO3Pc74VuPTjEARcabsvPi5SEboHVREspw//oBt28zyHXdAxYrWxnMzUo5ymj/fsjBERETkOgzDYOTKkamSTS/e/SITWk1QskncQlM1JSfTu6iIZDnZeXRTkk6dkstax0lERCTrsRt2Hv3+Ud5Y/4bj3Jst3uTV5q9iy05z+UVEsiglnEQkS0lMNNdvAvD1hfvvtzaem1W9OlT4b83HtWvhzBlr4xEREZFkCfYE+s/vz4ebPwTAho0P23zIM42esTgyEZGcQwknEclSVq2CY8fMctu2UKiQtfHcLJsteVpdYiIsXGhtPCIiImKKTYil27fd+GqbOaTa2+bNtIhpPNzwYYsjExHJWZRwEpEsJSdMp0uSch0nTasTERGxXkx8DB1mdSByp/mLOZd3LuZ0m0PvWr0tjkxEJOdRwklEsoxLl2DePLMcFGSOcMrObr8dihc3y8uXm+0TERERa1y4coGw6WEs37ccgLy+eVnUYxHhVcKtDUxEJIdSwklEsox58yAmxizffz/4+Vkbz63y8oKOHc3ylSuwdKm18YiIiHiq0zGnaT6tOesOrQMgwC+AZb2X0bJ8S4sjExHJuZRwEpEsIydNp0uiaXUiIiLWOnrxKE2+aMKWY1sAKJy3MGv6raFx6cYWRyYikrMp4SQiWcLhw+aC4QDly8Odd1obj7M0bQqBgWZ58WKIi7M0HBEREY+y/9x+7v78bnac2gFASP4Q1vZfS73i9SyOTEQk51PCSUSyhK+/BsMwy717m7u85QS5ckH79mb5wgVYs8baeERERDzFztM7ufvzu/nn3D8AlC1Qlp8e+ImqwVUtjkxExDMo4SQiljOMnDmdLomm1YmIiLjX78d+5+7P7+bIxSMAVC1clZ8e+IlyQeUsjkxExHMo4SQilvvjD/jzT7N8113mlLqcJCwMcuc2y999B3a7tfGIiIjkZBv+3UCzL5txOuY0AHWL1eXH/j9SIqCExZGJiHgWJZxExHLTpiWXc9roJgB/fzPpBHD8OPz8s7XxiIiI5FQr/1lJy69aciH2AgCNSjViTb81BPsHWxyZiIjnUcJJRCyVkGCu3wTmekfdulkbj6toWp2IiIjrHI46zGs/vkabGW2IiY8BoGW5lizrvYzA3IEWRyci4pmUcBIRS61cCSdOmOV27aBgQWvjcZX27cHb2yzPm5e8QLqIiIjcmk+3fErp8aV56YeXiLfHAxBeJZyFPRbin8vf4uhERDyXEk4iYqmcvFh4SgULQpMmZvmff2D7dmvjERERyQl2ntrJoIWDMEj+JMeGjfFh4/Hz8bMwMhERUcJJRCxz8WLy9LKCBaFNG2vjcTVNqxMREXEOwzD45s9vaPx541TJJgADgwPnD1gTmIiIOCjhJCKWmTsXLl82y927m2s45WTh4cllJZxERERuzt+n/qbFVy3oPrc7Zy6fSfO4t82bCgUrWBCZiIikpISTiFjGU6bTJSlZEm67zSz/8Qfs329tPCIiItnJpbhLPLviWWp9XIvV+1c7ztcsUhMvm/lnjbfNm8ntJlMyoKRVYYqIyH98rA5ARDzTv//CmjVmuWJFuP12a+Nxl4gI+PVXsxwZCcOHWxuPiIhIVmcYBnP/nsuTy57kcNRhx/kyBcowsdVE2lduz+Gow+w9u5cKBSso2SQikkVohJOIWGLGjOSd2nr3BpvN2njcRes4iYiIZNyu07sImx5G12+7OpJNubxz8dI9L/HX0L9oX7k9ACUDStK0TFMlm0REspBsl3AaPXo0Npst1VeVKlWsDktEMsEwUk+n693buljcrXJlqFrVLK9fDydOWBuPiIhIVhQdF83zq56n5kc1WfHPCsf5VhVa8dfQv3il2Svk9c1rYYQiInIj2XJKXfXq1Vm5cqXj2McnWzZDxGP9/jvs2GGWGzeGcuWsjcfdIiLg77/NxNt338FDD1kdkYiISNZgGAbzd85n2LJhHLpwyHG+dGBp3mv1Hh0rd8TmKcOiRUSyuWw3wgnMBFOxYsUcX4ULF7Y6JBHJhGnTksuesFj41TStTkRu1tq1a2nfvj0hISHYbDbmz59/zbpDhgzBZrMxYcIEt8Unciv2nNlDm6/b0Gl2J0eyydfLl+cbP8+OoTsIrxKuZJOISDaSLYcG7dmzh5CQEHLnzs2dd97J2LFjKV26dLp1Y2NjiY2NdRxHRUUBYLfbsdvtTo/NbrdjGIZLrp3VeFJbwbPa68q2JiTAzJk2wEauXAadOxtY+ZJa8X2tWxdKlbLx7782Vq0yOHfOIDDQPffWz3HO5EltBde2N6u/htHR0dSuXZsBAwbQqVOna9aLjIzk559/JiQkxI3RidycmPgYxv40lnEbxhGXGOc437JcSya1mUSlQpUsjE5ERG5Wtks43X777XzxxRdUrlyZY8eOMWbMGO6++27+/PNP8ufPn6b+2LFjGTNmTJrzp06d4sqVK06Pz263c+HCBQzDwMsrWw4gyzBPait4Vntd2dZVq3Jx8mRBAO67L5b4+POcPOnUW2SKVd/X++7Lz6ef+hMfb2PWrAtERDj//Sg9+jnOmTypreDa9l68eNGp13O21q1b07p16+vWOXLkCI899hjLli2jbdu2bopMJPMMw2Dh7oU8sfQJDpw/4DhfMqAkE8Im0KlqJ41oEhHJxrJdwillJ6tWrVrcfvvthIaGMnv2bAYOHJim/siRIxmeYt/xqKgoSpUqRXBwMAEBAU6Pz263Y7PZCA4OzvGdfk9qK3hWe13Z1oULkzuOAwfmokiRIk69fmZZ9X3t2RM+/dQsr14dyODBzn8/So9+jnMmT2oruLa9uXPndur13M1ut9OnTx9GjBhB9erVrQ5H5Jr2nd3HE0ufYPGexY5zPl4+PHXnU7x4z4vky5XPwuhERMQZsl3C6WoFChSgUqVK7N27N93H/fz88PPzS3Pey8vLZZ1ym83m0utnJZ7UVvCs9rqirRcumItkAxQqBG3aeJEVXkorvq/33GO+BmfOwNKlNuLibLjr71z9HOdMntRWcF17s/vr9+abb+Lj48Pjjz+e4edo+QH38NR2Q+q2X46/zLgN43hz/ZvEJib/3DUv05yJrSZSNbiq4znZnb7nntd2T203eG7bPbHdmWlrtk84Xbp0iX379tHHE1ceFslm5s6FpJms3btDrlzWxmMlHx/o0AE+/xwuXYKVK6FdO6ujEpHs7LfffuO9995jy5YtmZqGpOUH3MNT2w1wOOowfx77k3M7zzHh9wkcupi8+1yxvMUYc9cY2pdrj82wcdLKefZO5snfc09tu6e2Gzy37Z7Y7swsP5DtEk5PP/007du3JzQ0lKNHjzJq1Ci8vb3p0aOH1aGJyA189VVyuW9f6+LIKiIizIQTmLvVKeEkIrfip59+4uTJk6k2UklMTOSpp55iwoQJHDhwIN3nafkB9/DUdn/6+6cMWTwEu5H6E3EfLx+euP0JXrr7JfL7pV2HNSfw1O85eG7bPbXd4Llt98R2Z2b5gWyXcDp8+DA9evTgzJkzBAcH07hxY37++WeCg4OtDk1EruPgQfjhB7NcqRI0bGhpOFlCy5bg7w/R0eZUw8mTzZFPIiI3o0+fPrRo0SLVubCwMPr06cMDDzxwzedp+QH3yenttht2Dpw/wPYT2/nz5J/8cuQXFu5emKbeHSXv4JP2n1C9SM5fZyynf8+vx1Pb7qntBs9tu6e1OzPtzHZ/2syaNcvqEETkJsyYkVzu0we06Qzkzg2tW8OcOeZaTuvWQdOmVkclIlnZpUuXUq1buX//frZu3UrBggUpXbo0hQoVSlXf19eXYsWKUblyZXeHKjnciUsn2H7STCxtP7GdP0/9yV8n/yI6PvqGz329+esekWwSEfF02S7hJCLZj2Gknk7Xu7d1sWQ1ERFmwgnMaXVKOInI9WzevJlmzZo5jpOmwvXr148vvvjCoqgkJ7sYe5G/Tv3lGLWUlGQ6FXPqpq7nbfOmYqGKTo5SRESyIiWcRMTlfvsNdu40y/fcA2XKWBpOltK2Lfj6Qnw8zJ8PEyZo9JeIXFvTpk0xDCPD9a+1bpNIksNRh9lzZg+hBUKJjotOHrX0378Hzh/I0HVs2CgXVI4aRWpQs0hN89+iNVl3cB1Dvx9KopGIt82bye0mUzKgpGsbJSIiWYISTiLicilHN2lDydQCA+Hee2HpUjh0CLZsgfr1rY5KREQ8wfiN43lq+VMYZDyJCVAsX7HUiaUiNakWXA3/XP5p6lYLrkarCq3Y/M9mGpRrQOkCpdO5ooiI5ERKOImIS8XHw8yZZtnPD7p0sTaerCgiwkw4gTmtTgknERFxtb9O/sXw5cOvWyd/rvzUKFLDkVSqWbQm1YOrE+yfuc16SgaUJFdILooEFLmVkEVEJJtRwklEXGrZMjj13zIPHTtCgQKWhpMldewIQ4aYa11FRsJrr1kdkYiI5GSX4y/TfW73dB8bVG8QHSp3oGaRmpQOLI1N87xFROQmuX3fvtjYWHffUkQspOl0N1a0KNx1l1nesQN27bI2HhFxHfWDxGoJ9gS6z+3Onyf/TPOYt82bl5u8TLtK7QgtEKpkk4iI3BKXJ5yWLFlCv379KFeuHL6+vuTNm5eAgACaNGnC//73P44ePerqEETEIufPw3ffmeXgYAgLszScLC0iIrkcGWldHCLiXOoHSVZiGAaDFw5mwa4FAPh5++FlM/8c0ILeIiLibC5LOEVGRlKpUiUGDBiAj48Pzz77LPPmzWPZsmV88sknNGnShJUrV1KuXDmGDBnCqVM3t7WqiGRdc+ZA0of53bubu7FJ+pRwEslZ1A+SrOj5Vc/z2dbPAMjlnYvFPRdzcNhB1vRbw4FhBxhYb6DFEYqISE7isjWcxo0bx/jx42ndujVeXmnzWt26dQPgyJEjvP/++0yfPp0nn3zSVeGIiAVSTqfr29e6OLKDcuWgVi3Ytg1+/RWOHIESJayOSkRulvpBktVM+HkCb6x/AwAbNqZHTOfecvcCaFSTiIi4hMsSThs3bsxQvRIlSvDGG2+4KgwRsciBA7B2rVmuUkU7r2VEp05mwglg/nx45BFLwxGRW6B+kGQlM7bN4MllyQnNSW0m0bV6VwsjEhERT+D2RcMBoqOjiYqKsuLWIuIm06cnl/v0Aa07emOaVifiGdQPEndauncp/b/r7zh++Z6XGdpwqHUBiYiIx3BrwmnHjh00aNCA/PnzExQURM2aNdm8ebM7QxARNzCM1NPpeve2LpbspGZNc2odwA8/wNmzloYjIk6mfpC42y+Hf6Hz7M4k2BMAGFJ/CKObjrY2KBER8RhuTTgNHjyYRx99lEuXLnHmzBk6depEv3793BmCiLjBpk2we7dZbtoUSpe2NJxsw2ZLHuWUmAiLFlkbj4g4l/pB4k47T++k7ddtiYmPAaBLtS5MajMJm4Yci4iIm7g04dSxY0eOHDniOD516hQdOnQgb968FChQgDZt2nDixAlXhiAiFkg5uqlPH+viyI40rU4k51A/SKxyOOow9311H2cunwGgWZlmTI+YjreXt8WRiYiIJ3Fpwql37940b96ciRMnYhgGjz76KNWrV6d79+507tyZVq1aMWzYMFeGICJuFhcHM2ea5dy5oUsXa+PJbu68E4oWNctLl0J0tLXxiMjNUz9IrHD28lnCpofxb9S/ANQtVpf53efj5+NncWQiIuJpXJpw6tq1K7/++is7duzgjjvuoFGjRixfvpxGjRpx9913s3z5cl588UVXhiAibrZ0KZwxP1AlPBwCAiwNJ9vx8oKOHc3ylSuwbJm18YjIzVM/SNwtJj6G9jPbs+PUDgDKB5VnSa8lBPjpl7GIiLifj6tvEBgYyMcff8y6devo168fLVu25NVXXyVv3ryuvrWIWEDT6W5dRARMmWKWIyOhUydr4xGRm6d+kLhLfGI83b7txoZ/NwBQ1L8oy/ssp2i+ohZHJiIinsrli4afPXuW3377jZo1a/Lbb78REBBA3bp1+f777119axFxs3PnYOFCs1ykCNx3n7XxZFfNmyePDFu0COLjrY1HRG6e+kHiDoZhMGjhIBbvWQxAgF8AS3svpVxQOYsjExERT+bShNPXX39NyZIladu2LaGhoSxZsoRRo0bx3XffMW7cOLp166bFMkVykG+/hdhYs9yjB/i4fAxlzpQrF7RrZ5bPn4cffrAyGhG5WeoHibs8u/JZvvzjSwD8vP34rvt31ClWx9qgRETE47k04TRy5Eg+++wzjh8/zqpVq3jppZcAqFKlCj/88AMtW7bkzjvvdGUIIuJGKafT9e1rXRw5gXarE8n+1A8Sd3h7w9u8teEtALxsXnzd+WualmlqbVAiIiK4OOF06dIlKleuDED58uWJiYlJ9figQYP4+eefXRmCiLjJP//AunVmuVo1qFvX2niyu1atwO+/DYXmzwe73dJwROQmqB8krjbtj2mMWDHCcfxR24/oVFUL/4mISNbg0oRTv379aNu2LT179uS2226jTzorCBcpUsSVIYiIm0yfnlzu0wdsNutiyQny5UteA+vYMfj1V2vjEZHMUz9IXGnx7sUM+G6A4/iVpq/wUP2HLIxIREQkNZeusPLuu+/SrFkzdu7cSf/+/blPKwiL5EiGkTydzmaDXr2sjSeniIhIXoR93jy44w5r4xGRzFE/SFxlw78b6PptVxKNRAAeafgIL97zosVRiYiIpObyJX3bt29P+/btXX0bEbHQL7/A3r1muVkzKFXK2nhyivbtwcvLnE4XGQlvvqmRYyLZjfpB4mx/nfyLdl+343LCZQC6Ve/Ge63ew6ZfECIiksW4bErdrFmzMlz333//Zf369a4KRURcLOVi4enMGJGbVLgw3HOPWd67F/76y9p4RCTj1A8SVzh04RBh08M4d+UcAPeWvZdp4dPw9vK2ODIREZG0XJZw+uijj6hatSrjxo3j77//TvP4hQsX+P777+nZsyf16tXjzJkzrgpFRFwoLg6S/q7Kkwc6d7Y2npymU4q1X7VbnUj2oX6QONvpmNOETQ/jyMUjANQvXp/I+yPx8/GzODIREZH0uSzh9OOPP/Lmm2+yYsUKatSoQUBAABUrVqRmzZqULFmSQoUKMWDAAEqXLs2ff/5Jhw4dXBWKiLjQ99/D2bNmOSIC8ue3Np6cJjw8uayEk0j2oX6QOFN0XDTtvm7HztM7AahYsCLf9/qe/H76pSsiIlmXS9dw6tChAx06dOD06dOsW7eOgwcPcvnyZQoXLkzdunWpW7cuXl4u3ShPRFxM0+lcq1QpaNAANm+G33+HAwegTBmroxKxzrx5MGaMjV27ilK5MowalXokYFaifpA4Q3xiPF2+7cIvR34BoFi+YizrvYwi/trhUEREsjaXLxoOULhwYcJTfkwvIjnC2bOwaJFZLloUWrSwNp6cKiLCTDgBzJ8Pw4ZZGY2IdebNSzlt18b27QadO8PcuVk36QTqB8nNO3ThEAO+G8Cq/asACPQLZFnvZZQNKmtxZCIiIjemj9VE5KbNnm2u4QTQsyf4uCWF7XkiIpLLmlYnnmzMmKSSuRuXYdiw2eCVVywLScRlPtnyCWUmlHEkm3xsPizosYBaRWtZHJmIiEjGKOEkIjct5XS6vn2tiyOnq1oVKlc2yz/9BCdPWhuPiFV27kx7zjBg1y73xyLiKjtP7+SJJU8waOEgDAzHeTt2ygWVszAyERGRzFHCSURuyr59sGGDWa5RA2rXtjaenC5plJNhwIIF1sYiYpW8edOes9mSE7Ii2dWRqCO8s+Ed6k+pT9UPqjLx14lp6tgNO3vP7rUgOhERkZujCTAiclOmT08u9+lj/tEnrhMRAW+8YZYjI+HBB62NR8Tddu+GCxeSjgzAhs1mYBg2Ro2yMDCRm3T+ynnm7pjLjO0z+OHAD6lGM6XH2+ZNhYIV3BSdiIjIrXPLCKc1a9a44zYi4iaGkTydzmYz128S12rQAEqWNMsrV0JUlLXxiLjb66+b7z0AxYqBn59BzZrmQuIp1znLitQPkiRXEq4w9++5dPqmE0XfLsqDCx9kzYE1qZJNDUMaMj5sPG+3fBtvmzdgJpsmt5tMyYCSVoUuIiKSaW4Z4dSqVStKlizJAw88QL9+/ShVqpQ7bisiLrJxozmlDuDee5MTIeI6Xl4QHg6TJpkLtS9ZAvffb3VUIu7xzz/JoyqDguDvvw2uXDlJkSJF8PLK+sMr1Q/ybIn2RNYcWMOMbTOY+/dcLsZdTFOnYsGK9KrZix41e1CpUCXH+ftr3M/es3upULCCkk0iIpLtuGWE05EjR3j00UeZM2cO5cqVIywsjNmzZxOXtL2ViGQrKRcL79PHujg8jXarE081diwkJprlJ5+EgABr48ks9YM8j2EYbD66meHLhlNqfClaftWSL/74IlWyqVi+Ygy7fRi/Pvgrux7dxaimo1IlmwBKBpSkaZmmSjaJiEi25JaEU+HChXnyySfZunUrv/zyC5UqVWLo0KGEhITw+OOP88cff7gjDBFxgthY+OYbs5w3L3TqZG08nuSee6BgQbP8/ffm90Ikpzt4EL74wiwHBsJjj1kazk1RP8hz7DmzhzE/jKHKB1VoOLUh438ez7FLxxyP5/PNR7/a/VjRZwWHnzzM+FbjaViiITYthCgiIjmQ2xcNr1evHsWKFaNQoUK88cYbfPbZZ3z44YfceeedfPzxx1SvXt3dIYlIJixeDOfOmeVOnSBfPmvj8SQ+PtC+PXz5JVy8CKtWQZs2Vkcl4lpvvAEJCWb58cehQAGw2y0N6ZaoH5RzHI46zJ4zewjMHchPB39ixvYZbDq6KU29XN65aFOxDT2q96BhgYaEhoTi5aWNokVEJOdz22+7+Ph45syZQ5s2bQgNDWXZsmVMmjSJEydOsHfvXkJDQ+natau7whGRm6TpdNZKOa1u3jzr4hBxh8OH4bPPzHK+fDBsmKXh3BJn9YPWrl1L+/btCQkJwWazMX/+/FT3ePbZZ6lZsyb+/v6EhITQt29fjh496sKWeaapW6ZSenxpmk9rTv0p9Rm2bFiqZJMNG03LNGVq+6kcf+o4kfdH0qVaF/L45LEwahEREfdyywinxx57jJkzZ2IYBn369GHcuHHUqFHD8bi/vz9vv/02ISEh7ghHRG7SmTPmCCeA4sXNBcPFve67z5zKGBMDCxaY69p4e1sdlYhrjBtnLpIP5lS6pCml2Y0z+0HR0dHUrl2bAQMG0OmqOc0xMTFs2bKFl156idq1a3Pu3DmeeOIJOnTowObNm53eLk91OOowgxcOTrWzXJK6xerSs2ZPutfornWXRETE47kl4bRjxw7ef/99OnXqhJ+fX7p1ChcurG2DRbK4b76B+Hiz3LOnEh1WyJMHWrUyRzedOgXr15trO4nkNMeOwZQpZtnfH4YPtzaeW+HMflDr1q1p3bp1uo8FBgayYsWKVOcmTZrEbbfdxqFDhyhdunTmg5c09pzZk26y6YuOX9CvTj8LIhIREcma3JJwWrVq1Q3r+Pj40KRJEzdEIyI3K+V0ur59rYvD03XqlDydLjJSCSfJmd56K3lh/IcfhsKFrY3nVljZD7pw4QI2m40CBQo4/dqeKrdP7jTnvG3e3FtOw35FRERSckvCaezYsRQtWpQBAwakOv/ZZ59x6tQpnn32WXeEISK3YM8e+Plns1yrlvkl1mjb1lxAPCHBTDi9+y5ogyPJSU6cgI8/Nsu5c8PTT1sbz62yqh905coVnn32WXr06EFAQMA168XGxhKbYtvLqKgoAOx2O3YXrNBut9sxDMMl13aHdYfWpTr2tnnzUduPCMkXct02Zfd23wpPbbunths8t+2e2m7w3LZ7Yrsz01a3JJwmT57M119/neZ89erV6d69uxJOItnA9OnJZS0Wbq0CBaB5c1i+3NwyfutWqFvX6qhEnOedd+DyZbM8ZAgULWptPLfKin5QfHw83bp1wzAMPvroo+vWHTt2LGPGjElz/tSpU1y5csXpsdntdi5cuIBhGNlyt7aZ22Y6yu83e5+7Qu4iJF8IJ0+evO7zsnu7b4Wntt1T2w2e23ZPbTd4bts9sd0XL17McF23JJyOHz9O8eLF05wPDg7m2LFj7ghBRG6BYSRPp/PyMtdvEmtFRJgJJzBHOSnhJDnF6dPw4Ydm2c8PRoywNh5ncHc/KCnZdPDgQVavXn3d0U0AI0eOZHiKRbKioqIoVaoUwcHBN3zuzbDb7dhsNoKDg7Nd5/zg+YP8fvJ3AGoXrc3QxkMz/Nzs3O5b5alt99R2g+e23VPbDZ7bdk9sd+7caaeWX4tbEk6lSpVi/fr1lC1bNtX59evXa2c6kWxg/XrYv98st2gB+m9rvY4dYehQMxkYGQmvvGJ1RCLOMX48REeb5UGDcsb7jTv7QUnJpj179rBmzRoKFSp0w+f4+fmlu5i5l5eXyzrPNpvNpdd3lXk75znKXat1zXT82bXdzuCpbffUdoPntt1T2w2e23ZPa3dm2umWhNOgQYMYNmwY8fHxNG/eHDAX0HzmmWd46qmn3BGCiNyClIuFazpd1lC8ONxxB2zcCH/+aa6xVbGi1VGJ3JqzZ+H9982yry8884y18TiLM/tBly5dYu/evY7j/fv3s3XrVgoWLEjx4sXp0qULW7ZsYdGiRSQmJnL8+HEAChYsSK5cuZzXKA/17Y5vHeWu1btaGImIiEjW55aE04gRIzhz5gxDhw4lLi4OMIdhPfvss4wcOdIdIYjITbpyBWbPNsv+/uZULskaIiLMhBOYo5xyyh/n4rneew+SlgUYMABKlbI2HmdxZj9o8+bNNGvWzHGcNBWuX79+jB49mgULFgBQp06dVM9bs2YNTZs2vflGCIcuHOKXI78AUKtoLSoVqmRxRCIiIlmbWxJONpuNN998k5deeom///6bPHnyULFixXSHb4tI1rJoEZw/b5Y7dTKTTpI1REQkJ5mUcJLs7sIFM+EE5i6Mzz1nbTzO5Mx+UNOmTTEM45qPX+8xuTVzd8x1lLtU7WJhJCIiItmDWxJOSfLly0fDhg3deUsRuUUpp9P17WtdHJJWhQpQsyZs3w4//wxHj+aM9W7EM73/vpl0AujXD8qUsTQcl1A/KHvTdDoREZHMcUvCKTo6mjfeeINVq1Zx8uRJ7HZ7qsf/+ecfd4QhIpl0+jR8/71ZDgmBFLM4JIuIiDATTgDffQcPP2xtPCI34+JFePdds+ztDTlttr36Qdnfvxf+ZeNhcw5zjSI1qFK4isURiYiIZH1uSTg9+OCD/Pjjj/Tp04fixYtjs9nccVsRuUXffAMJCWa5Vy/zD0HJWiIikneoi4xUwkmypw8+gHPnzHKvXlC+vLXxOJv6Qdnf3L+Tp9N1rabRTSIiIhnhloTTkiVLWLx4MY0aNXLH7UTESaZPT/6jSNPpsqbatc2pRwcOwJo15h/tQUFWRyWScdHR8M47ZtnLC55/3tp4XEH9oOwv1XQ6JZxEREQyxMsdNwkKCqJgwYJOv+4bb7yBzWZj2LBhTr+2iKfbu9ebX381E0516kCNGtbGI+mz2ZJ3DkxIgMWLrY1HJLM+/ticvgvQvTtUrmxtPK7gqn6QuMfhqMNs+HcDANWDq1M1uKrFEYmIiGQPbkk4vfrqq7z88svExMQ47ZqbNm1i8uTJ1KpVy2nXFJFkc+fmcZT79LEwELmhpIQTwLx51sUhklkxMfDWW2bZZoMXXrA2HldxRT9I3Cfl7nQa3SQiIpJxbplS984777Bv3z6KFi1KmTJl8PX1TfX4li1bMnW9S5cu0atXL6ZOncprr73mzFBFBLDbYc4cM+Hk5QU9elgckFzXXXdBcDCcOgVLl5p/xOfNa3VUIjc2dSqcOGGWu3SBatWsjcdVnN0PEvfS7nQiIiI3xy0Jp/DwcKde75FHHqFt27a0aNEiSyWc5s2DUaNs7N5dlCpVYNQo6NTJ6qhEMm/dOjh82Fwh/L77oHhxiwOS6/L2ho4d4ZNP4PJlWL4cnPy2K+J0V67Am28mH7/4onWxuJqz+0HiPkeijrD+3/UAVAuuRrXgHJoVFRERcQG3JJxGjRrltGvNmjWLLVu2sGnTpgzVj42NJTY21nEcFRUFgN1uT7Mt8a2YNw+6dk2aoWhj+3aDzp3h22/tOTbpZLfbMQzDqa9jVuZJ7f3qq+Ryr152cnKTc8r3NTwcPvnEfA+aN8+gQwcj3Xo5pb0ZobZmbZ98AseOmT+z4eEGNWoYGX6vcWV7XXFNZ/aDxL3m/Z08T1nT6URERDLHLQkngPPnzzNnzhz27dvHiBEjKFiwIFu2bKFo0aKUKFEiQ9f4999/eeKJJ1ixYgW5c+fO0HPGjh3LmDFj0pw/deoUV65cyVQbrufllwsBtv++wDBs2GwGo0Yl0rjxGafdJyux2+1cuHABwzDw8nLLcmCW8pT2Xr4Mc+YUAcDf385dd53k5EmLg3KhnPJ9rVED8uUrwqVLXixcaHDkyEmumrUD5Jz2ZoTamnXFxsLYscGO46FDz3DyZEKGn+/K9l68eNGp10vijH6QuF/K6XRdqnWxMBIREZHsxy0Jp23bttGiRQsCAwM5cOAAgwYNomDBgsybN49Dhw4xbdq0DF3nt99+4+TJk9SrV89xLjExkbVr1zJp0iRiY2Px9vZO9ZyRI0cyfPhwx3FUVBSlSpUiODiYgIAA5zQQ+Oef5GRTEsOw8c8/PhQpUsRp98lK7HY7NpuN4ODgbPEHzq3ylPbOng1RUWb7OnWCMmVy5s9vkpz0fW3b1sY338D5817s3FmEe+9NWycntfdG1Nasa8oUOHrUjLNdO4N7783cDm6ubG9GP9DKDGf1g8S9jl08xrpD6wCoUrgK1YOrWxyRiIhI9uKWhNPw4cPp378/48aNI3/+/I7zbdq0oWfPnhm+zr333sv27dtTnXvggQeoUqUKzz77bJpkE4Cfnx9+fn5pznt5eTm1k1q5MmzfDsZVs1hKl7bh5WVL/0k5gM1mc/prmZV5QntnzEgu9+1Ljm5rkpzyfe3UCb75xix/950XLVumXy+ntDcj1NasJz4e3ngj+fjll2/u96Sr2uuK189Z/SBxr7l/z8XA7Nh1rdYVmy3n9udERERcwS290k2bNjF48OA050uUKMHx48czfJ38+fNTo0aNVF/+/v4UKlSIGjVqODPkTBs1ykw22WypM04xMeaXSHaQtMsZQEhIIk2bWhqOZFLr1pCUX58/nxy99pZkX199BQcPmuVWraBhQ2vjcQdn9YPEvVLtTqf1m0RERDLNLQknPz8/x2LdKe3evZvg4OB0npH9dOoEc+dCzZrg52eQO7eZeDp8GJ56yuLgRDJo1ixI+G8ZlU6dLpPFB0rIVfLnhxYtzPKRI5DBvRVE3CYhAV5/Pfn45Zeti8WdPKEflNMcu3iMnw7+BEDlQpWpUcTaDzZFRESyI7f8OdmhQwdeeeUV4uPjAXMY/KFDh3j22Wfp3LnzLV37hx9+YMKECU6I8tZ16gS//25w4MAJNm82yJPHPP/xxxAZaW1sIhmRchmRLl2ct6i+uE9ERHJZ7zuS1cycCfv2meUWLeDOO62Nx11c2Q8S15j39zxNpxMREblFbkk4vfPOO1y6dIkiRYpw+fJlmjRpQoUKFcifPz//+9//3BGC21WtCu+9l3z84IPmaCeRrGrnTti82SzXq2dQuXLGd4ySrKNDBxwj0yIj064rJ2KVxER47bXk45desi4Wd/PEflB2l2o6XXVNpxMREbkZblk0PDAwkBUrVrBu3Tq2bdvGpUuXqFevHi2S5n7kUA8+CMuWmVPtzp6FPn1g5UpIZ21zEct99VVyuXdvZSmyq+BguPtu+PFH2L0b/v4bqlWzOioRcwfM3bvNcpMmcM891sbjTp7aD8qujl86ztqDawGoVKgSNYvUtDgiERGR7MktCackjRs3pnHjxu68paVsNpg6FX79Ff79F374Ad58E55/3urIRFKz22H6dLPs7Q3du1sbj9yaiAgz4QTmKCclnMRqdnvq0U2esnbT1TytH5RdRf4dqel0IiIiTuCyhNPEiRN56KGHyJ07NxMnTrxu3ccff9xVYVguKMjcZr5pU7PD/fLL0Lw53HGH1ZGJJFu7Fg4dMsthYVC0KJw8aW1McvPCw2HYMLMcGQkvvGBlNCIwbx7s2GGWGzWCZs2sjccd1A/KvlJOp+tSrYuFkYiIiGRvLks4jR8/nl69epE7d27Gjx9/zXo2my3Hd7TuvhtefBFeecVcw6JnT/j9dwgMtDoyEVPK6XR9+lgXhzhHaCjUqwdbtsBvv5nJxNKlrY5KPJXdDq++mnz88svmCOCcTv2g7Olk9El+PGgOEa1QsAK1i9a2OCIREZHsy2UJp/3796db9lQvvQSrVsH69bB/Pwwdak5h8oROt2Rtly/Dt/99mJs/P3TsaG084hwREWbCCWD+fNDfs2KVBQtg2zazfNtt0LKltfG4i/pB2dO8v+dhN+yAptOJiIjcKrfsUifg42NOrUsa1fT116lHlYhY5bvv4OJFs9ylC+TJY2084hwREcnlefOsi0M8m2GYo3uTeMroJsm+Uu1OV02704mIiNwKtyScOnfuzJtvvpnm/Lhx4+ja1XN+mYeGwpQpycePPAJ791oXjwikTnz27WtdHOJc1apBxYpm+aef4NQpa+MRz7R4sTmFHMxpnm3aWBuPVdQPyh5ORp/khwM/AFA+qDx1itWxNB4REZHszi0Jp7Vr19ImnV5m69atWbt2rTtCyDK6dYMBA8zypUvQowfExVkbk3iuEydg2TKzXLq0Z21TntPZbMmjnOx2WLjQ2njE8xiGZ67dlB71g7KHyL8jNZ1ORETEidyScLp06RK5cuVKc97X15eoqCh3hJClTJwIlSqZ5c2bzfWdRKwwa5a5kD1Ar17gpUm2OUqnTsnlyEjr4hDPtHw5/PqrWa5VCzp0sDYeK6kflD2kmk5XXSPPREREbpVb/rysWbMm33zzTZrzs2bNolq1au4IIUvx94eZM8HX1zweNw5WrrQ2JvFM06Yll7U7Xc7TsCGEhJjlFSuS1+oScTXDgDFjko9feslzRzeB+kHZwanoU6w5sAaAckHlqFusrsURiYiIZH8u26UupZdeeolOnTqxb98+mjdvDsCqVauYOXMm33777Q2enTPVqwdvvAFPPWUe9+lj7uITHGxtXOI5duxI3sWsQQOoWtXaeMT5vLwgPBw+/BBiY2HpUujc2eqoxBOsXg0bN5rlatVSj7bzROoHZX2ROzWdTkRExNncMsKpffv2zJ8/n7179zJ06FCeeuopDh8+zMqVKwkPD3dHCFnSsGEQFmaWjx+HBx4wPxUWcYeUi4VrdFPOlXK3Ok2rE3dJuXbTSy9puq76QVnfnB1zHGXtTiciIuIcbhnhBNC2bVvatm3rrttlC15e8OWX5toWJ0+au/lMmgSPPWZ1ZJLT2e0wfbpZ9vaG7t2tjUdcp0kTCAqCc+fM95jYWKsjkpzuxx/NL4DKlUGbsJnUD8q6TsecZvX+1QCUKVCGesXrWRyRiIhIzuDhnzlar2hRM+mUZMQIc2qdiCv98AMcPmyWW7eGIkUsDUdcyNcX2rUzy1FR5lQnEVdKObrphRfMpLZIVjZ/53wSDXMHDU2nExERcR6XJZwKFizI6dOnAQgKCqJgwYLX/PJ0rVqZ0+vAHH3QvTvExFgakuRwmk7nWVJOq5s/X39IieusXw+rVpnl8uWhRw9r47GS+kHZR6rd6TSdTkRExGlcNqVu/Pjx5M+fH4AJEya46jY5xhtvmKNOtm6Fv/+G4cPh44+tjkpyopgYmPPfUhUBAdC+vbXxiOuFhUGePHD5MixYAKNHWx2R5FRXj27ycdvE/axH/aDs4UzMGVb9Y2ZJyxQoQ4OQBhZHJCIiknO4rCv4xx9/0KVLF/z8/Chbtix33XUXPp7c87wBPz+YORPq1zcTApMnw333aWcfcb758+HSJbPctauZiJCcLW9ecyRlZCScPGlj82ZfJRrF6X79FZYtM8tlykDv3paGYzn1g7KHlNPpulTtoul0IiIiTuSyKXXvv/8+l/77q7ZZs2acPXvWVbfKMapUgffeSz5+8EH491/r4pGcKeV0ur59rYtD3CvltLolS3JbF4jkWClHNz3/vLl+mCdTPyh7SDWdrrqm04mIiDiTyz5qK1OmDBMnTuS+++7DMAw2btxIUFBQunXvueceV4WR7QwcaH5CPGeOuatUnz7mehhadFWc4fhxWL7cLIeGQuPG1sYj7tOunTm9KSEBlizxwzCsjkhyki1bYNEis1yqFPTrZ208WYH6QVnf2ctnWbXfnE4XGhhKw5CGFkckIiKSs7gs4fTWW28xZMgQxo4di81mIyLlx+sp2Gw2EhMTXRVGtmOzwZQp5tSEQ4fMraXHjoUXX7Q6MskJZs4Eu90s9+4NXtqn0mMEBUHTprByJRw65MO2bXbq1rU6KskpUo5ueu45yJXLuliyCvWDsr75O+eTYE8AoEs1TacTERFxNpf9uRkeHs7x48eJiorCMAx27drFuXPn0nxpiHlaQUEwY0ZyMmD0aNi40dKQJIeYNi25rN3pPI92qxNX2LbNXBsOICQEBgywNJwsw1X9oLVr19K+fXtCQkKw2WzMT3rx/2MYBi+//DLFixcnT548tGjRgj179jixZTnHnB1zHGXtTiciIuJ8Lks4DR8+nOjoaPLly8eaNWsoW7YsgYGB6X5JWo0bw0svmeXEROjZEy5csDYmyd7+/NPcBRHgttugcmVLwxELdOyYXI6MtC4OyVleey25/OyzkFtLhAGu6wdFR0dTu3ZtPvjgg3QfHzduHBMnTuTjjz/ml19+wd/fn7CwMK5cueKMZuUY5y6fY+U/KwEoFVCK20rcZnFEIiIiOY9bFg1v3ry5RjLdhBdfhEaNzPKBAzBkCFp3RW5aysXCNbrJM5UoAbffbr6JbN9uY98+iwOSbO+vv8w1BwGKFoVBg6yNJytxVT+odevWvPbaa+lO0TMMgwkTJvDiiy/SsWNHatWqxbRp0zh69GiakVCe7rtd3xFvjwc0nU5ERMRVtGh4FubjY06tq13bHN00axaEhUH//lZHJtlNYqL5swTmz1X37tbGI9YJDzf45RfzD6vISHj6aYsDkmztf/9L/iBkxAjIk8faeLISK/pB+/fv5/jx47Ro0cJxLjAwkNtvv52NGzfSXW/+Dql2p9N0OhEREZfQouFZXGgoTJ0K3bqZx48+CnfdBZUqWRuXZC9r1sCRI2a5TRsoXNjaeMQ64eEwcqRZVsJJbsWuXeYHIWC+pwwZYm08WY0V/aDjx48DULRo0VTnixYt6ngsPbGxscTGxjqOo6KiALDb7diTdppwIrvdjmEYLrl2Rpy/cp4V+1YAUDKgJA1DGrolFqvbbSVPbbunths8t+2e2m7w3LZ7Yrsz01aXJZzCw8MJDw/n0qVLBAQEsGvXLooUKeKq2+VoXbvCwIHw6acQHW2u57Rhg3YBkozTdDpJUqkSVK4cz65dvmzcCMePQ7FiVkcl2dHrryePbnr6afD3tzaerCY79YPGjh3LmDFj0pw/deqUS9Z+stvtXLhwAcMw8LJgu9TZu2Y7ptO1Dm3N6VOn3XJfq9ttJU9tu6e2Gzy37Z7abvDctntiuy9evJjhui5LOCVJuVimj4/Lb5djvfcerFtnfqL822/wwgvw1ltWRyXZQXQ0zJ1rlgMDoV07a+MR67VuHcuuXb4YBnz3HQwebHVEkt3s3Zs8TbdgQRg61Np4sjJ39oOK/Zc9PnHiBMWLF3ecP3HiBHXq1Lnm80aOHMnw4cMdx1FRUZQqVYrg4GACAgKcHqfdbsdmsxEcHGxJ53zZ6mWOct/6fd2WCLS63Vby1LZ7arvBc9vuqe0Gz227J7Y7dyZ2iHFpz2f27NmEh4fTpEkTAA4fPkxISIjjGxETE8OkSZN45plnXBlGjuDvDzNnwh13QFwcvP02tGwJ991ndWSS1c2fbyadwJyaqR2kpHXrK0yYkA8wp9Up4SSZNXasuTYcwJNPQv781saTVbm7H1S2bFmKFSvGqlWrHAmmqKgofvnlFx5++OFrPs/Pzw8/P7805728vFzWebbZbC69/rWknE5XIn8J7ip9F14298VgVbuzAk9tu6e2Gzy37Z7abvDctntauzPTTpe+Ij169OD8+fOO42rVqnHgwAHH8cWLFxmZtJiI3FDduvDGG8nHffvCyZPWxSPZw7RpyeW+fa2LQ7KOmjUTCA0150KtXg0p3qZFbmj//uT3lcBAeOwxa+PJylzRD7p06RJbt25l69atgLlQ+NatWzl06BA2m41hw4bx2muvsWDBArZv307fvn0JCQkhPDz81huUAyzYtSDV7nTuTDaJiIh4GpeOcDKSFne4xrGloqPB2zvteW/v1ENAkoaGpMfLK/WWPNHRYLdji4kxyykzf1fXjYlJXvziajYb5M2bbt0nHoQfv4cVK+HiCRjS18bcJXlx7OZ7+TJcbxGvlItsZKbulSvJH2cnSdnWlB9vp1c3pbx5cQQcGwsJCc6pmydP8mseFwfx8c6pmzt38s9KXFza7+216sbHm/Wvxc/P3DIus3UTEszX4lpy5QJfXwCO/ZvAhhWx5AXKhEKjOkB0+nVJTDS/d5D+z7Gvb/LCYSnrpidlXbvd/FlzRl0fH/O1APP/REzMrde129O25Xr/72/1PSKjdW/yPeKGdS9fxutyDF3bRPPhRzaIh6VzU+xc6Mz3iJut66z3iKt/jt31HpHRus58j0j6fwyZeo/IVN3//t+/+yrkSoBcwIihEOiD+b7izveIa/2udcZ7xPX+n2aSK/pBmzdvplmzZo7jpKlw/fr144svvuCZZ54hOjqahx56iPPnz9O4cWOWLl2aqeHvOZl2pxMREXEjw4VsNptx4sQJx3G+fPmMffv2OY6PHz9ueHl5uTKENC5cuGAAxgWze5n2q02b1E/Imzf9emAYTZqkrlu48LXrNmiQum5o6LXrVquWum61atesu59QY8KEFHUbNLj2dQsXTn3dJk2uXTdv3tR127S5dt2rf4y6dLl+3UuXkuv263f9uidPJtcdOvT6dffvT6779NPXr/vnn8l1R426ft1ffzUMwzASExONCy+9dP26a9YkX3fSpOvXXbQoue7nn1+/7uzZyXVnz75+3c8/d1SdO2DR9etOmpR83TVrrl933Ljkur/+ev26o0Yl1/3zz+vXffrp5Lr791+/7tChyXVPnrx+3X79kuteunTdupfbtTMSExOT61/vutnsPcIIDU1V1a73CJML3iMMwzD/n1yvroveIxJnzTKOHTtm/hxn4j3CWKT3CMMwUr1HXAADMC5cuGDcqqzYD8oIR1/JCa9BehITE5N/Xt3o/OXzRq5XcxmMxgh5J8RItLv3/la1Oyvw1LZ7arsNw3Pb7qntNgzPbbsntjsz/QSNI84BnnkG/htZL5LK6tVWRyAiIpI1LNy9kLhEc6Rg56qdNZ1ORETExWyGYRiuuriXlxdffvklgYGBgLmWwYQJEyhatCgA58+f54EHHiDxelMrnCwqKorAwEAuHD2a/s4rtzhdxm63c+rUqbSr1LtguszIkfDe+zYuk5cqVWDzZvD3ct+UulRt9YApdXa7nZOHD1MkKOjaC6VloSl127ZBvdoJ+BHLbQ1hzZpr1wVSTYFJ9+c4h06ps9vtnDxzhiKlSye3NQdPqbNHR3PqxAmCg4N59FEvvvxvLZ7Z30DbtuSoKXVpfo5z8JQ6u68vJ8+epUiRInjZ7S6ZUnfkUCI1KlwhLh7888KOHVC4cIq6bnyPuObvWie8R0RFRREYEsKFCxdueYe2rNgPyghHX8kJr0F67HY7J0+eNH9e3bjAasdZHVmwawEAa/uv5e7Qu912b7Cu3VmBp7bdU9sNntt2T203eG7bPbHdmeknuHZ/Xsw1BVIafNV2SDbH4kNu5u+f+g+g69XLzDXtdozoaLN8vR+4lH8s3sg16o5+C5atg99/h507zZ2CpkzJk27ddOXJRN301n5I2dYb1b0WP7/kDr8z6+bKlfwHirPr3uh7m8TXN/W6Ks6q6+OT/EfodXz1FSTiQww+dO0P3OhH2ds7+Xt5o5/jlHVvxMvLNXVtNufUtdvTJoIy+//eFXWd8B6Rrjx5MPLmBX9/2nbz4qP/Ek5zlkDbbmnrZlhm/t+76z3iej/HrnyPyGhdZ75HpEwMZvA9IrN133rXm/Px5s/wo49C4dDrVHb1e0RGftfe7HuEk5M/WbYf5GGiYqNYtncZAMXzFadR6UYWRyQiIpLzuTQFZ7fbb/iV1T7Vy078/GDmzOS/NadOhTlzrI1JsobERJgxwyz7+sL991sbj2RN994L+fKZ5YULrz+QSDzb8eMwebJZzpMHnnrK2niyC/WDso6FuxYSm2iO5tN0OhEREffQb9tsrnJleP/95ONBg+DQIevikaxh1So4dswst2kDhQpZG49kTblzmz8fAGfOwE8/WRuPZF3vvJM8Q+7hh6FIEWvjEcmsVLvTVdfudCIiIu6ghFMO8MAD0O2/qTDnz0Pv3k6fESDZzFdfJZf79rUuDsn6IiKSy5GR1sUhWdepU/Dhh2bZzw+eftraeEQyKyo2iqV7lwJQLF8xGpXSdDoRERF3UMIpB7DZzKkOof+tp/HTT/C//1kbk1jn0iWYN88sBwX9txC0yDW0aZO85FBk5LXXHhfP9e67yWtvP/QQFC9ubTwimbVo96JU0+m8vbwtjkhERMQzKOGUQxQoYK7Zk7R26pgxsH69pSGJRSIjk/847NYt4+sti2cKCDDXcgI4fNjc7VIkyZkzMGmSWc6VC555xtp4RG5Gqul01TSdTkRExF2UcMpBGjWCUaPMst0OPXuaU+zEs0ybllzWdDrJCE2rk2t57z1z1CTAwIFQsqS18Yhk1sXYiyzZswSAov5FaVy6scURiYiIeA4lnHKYF16Au+82y4cOweDBmiLjSY4cMRcMByhfHu6809p4JHvo2NGcmgtKOEmy8+fNhBOYu10+95yl4YjclMV7Fjum03Wq2knT6URERNzILQmnoKAgChYsmOarUKFClChRgiZNmvD555+7I5Qcz9sbpk83p9gBzJ4Nemk9x9dfJycYe/dOTiKIXE+RItD4vw/9d+40v0QmToSoKLPcrx+ULm1tPNmZ+kHW0XQ6ERER67gl4fTyyy/j5eVF27ZtGTNmDGPGjKFt27Z4eXnxyCOPUKlSJR5++GGmTp3qjnByvNKl4ZNPko8fewx27bIuHnEPw0g9na53b+tikexH0+okpagoGD/eLHt7w8iR1saT3akfZI1LcZf4fs/3ABTxL8I9ofdYHJGIiIhn8XHHTdatW8drr73GkCFDUp2fPHkyy5cvZ+7cudSqVYuJEycyaNAgd4SU43XuDIMGwdSp5gLSPXrAxo1aQDon++MP+PNPs3zXXVChgrXxSPYSEQHDh5vlyEglGDzdpEnJawD26QPlylkaTranfpA1Fu9ezJWEKwB0qqLpdCIiIu72f/buOzyKqm0D+D2b3nuAQOgQqnSQ3gm9fiKINBFFKSKigi9FioANUaQpCEgRRapU6SidSBCkYwKIlEBCEtKTPd8f426yaaTs7uzu3L/rysXZ2dmZ55nZDbNPzjljlh5Oe/fuRYcOHXIsb9++Pfbu3QsA6Nq1K/7++29zhKMaX3wBVKsmt8+dAz74QNl4yLTWrMlsDx6sXBxkncqXB+rWldtnzgB37igZDSnp6VNg/ny5rdHw/w5j4HWQMgyG09XkcDoiIiJzM0vBydfXF7/88kuO5b/88gt8fX0BAAkJCfDw8DBHOKrh5gZs2CDfyhqQv0Ds2aNsTGQa6eny/E2AfL7791c2HrJOWYfVbd2qWBiksCVLgMeP5fbAgUCVKsrGYwt4HWR+CakJ+uF0Aa4BHE5HRESkALMMqZs6dSreeOMNHDp0CI0bNwYAnDlzBrt27cLSpUsBAPv27UPr1q3NEY6q1KkDfPIJMH68/HjoUODPP4ESJRQNi4xs/37g/n253a0b8N/3F6JC6dMHmD5dbm/ZIs//RuqSmAh8+qncliT5zqdUfLwOMr+d13ciKT0JgHx3OnuNWS55iYiIKAuz/O87cuRI1KhRA19//TU2b94MAAgJCcGRI0fQrFkzAMA777xjjlBUadw44NdfgV27gIcPgWHDgJ075aESZBuyDqcbMkS5OMi61aoFVKoE3LwJHD0q93Lx81M6KjKnZcuAqCi53b8/UL26svHYCl4Hmd/q86v1bd6djoiISBlm+3NP8+bN0bx5c3PtjrKQJGDlSuC554AHD+RhdV9+Cbz9ttKRkTHEx2feVczXF+jaVdl4yHpJEtC3r9zDJSMD+OUXuUBN6pCUJPeI1ZkyRblYbBGvg8xn8ZnF+uF0AHAz5ibao72CEREREamT2QpOWq0WN27cwMOHD6HVag2ea9WK4+pNLTAQ+P57IDRUfvz++0CbNkC9eoqGRUawebP8RREAXnwxc84uoqLo0ydzSNWWLSw4qcmKFZlDc/v1k3u8kfHwOsg8/on7B2N2jTFY9ubON9G1SleU8SyjUFRERETqZJaC08mTJ/HSSy/h1q1bEEIYPCdJEjIyMswRhup16gRMnAh89hmQliZPBhsWJk8uTtbr++8z2xxOR8XVpAlQqhRw7548FDchgb8j1CAlBZg3L/MxezcZF6+DzOf64+sQMDzGGSIDN6JvsOBERERkZmaZxWfUqFFo2LAhLl68iOjoaMTExOh/oqOjzREC/eejj4D69eX21auZk4mTdfrnH+DQIbldpYpcLCAqDo0G6NVLbicn886WarFyJXD3rtzu2ROoW1fRcGwOr4PMp4pfztsq2kl2qOxbWYFoiIiI1M0sPZyuX7+On3/+GZUr8z97pTk6Aj/8IBedEhKA5cvlYXb/939KR0ZFsW4doPtj+csvy3PwEBVXnz7AfzfOwpYt8vAqsl2pqcDcuZmPp05VLhZbxesg8ynjWQZeTl6ITYkFIBeblnVfxt5NRERECjBLD6cmTZrgxo0bRtnWkiVL8Nxzz8HT0xOenp5o2rQpdu/ebZRtq0XVqsDChZmPR44Ebt9WLh4qGiEMh9O9/LJysZBtadMG8PKS2zt2yAUJsl1r1mT+H9C1K9CwobLx2CJjXgdR/mKTY/XFploBtRA5PhIj6o9QOCoiIiJ1MksPp7Fjx+Kdd97B/fv3Ubt2bTg4OBg8/9xzzxV4W2XKlMG8efNQpUoVCCGwevVq9OrVC+fOnUPNmjWNHbrNGjYM2LsX+PFH4MkTYNAgeWiWvdmmkafiOncOuHRJbrdoAVSsqGw8ZDscHYHu3eUedLGx8u8G3Q0HyLakpclDrXXYu8k0jHkdRPm78uiKvv18mefZs4mIiEhBZikv9PtvPMYrr7yiXyZJEoQQhZ4ss0ePHgaPP/roIyxZsgQnT55kwakQJEkeMnPyJHDrFvD77/KXjunTlY6MCmrNmsz24MHKxUG2qU8fueAEyMPqWHCyTevXAxERcrtjR+D555WNx1YZ8zqI8nf50WV9u3pAdQUjISIiIrMUnCJ0V7NGlpGRgY0bNyIhIQFNmzY1yT5smbe3/GWjVSsgIwOYORNo317uLUOWLT1dnosLkHujvPCCsvGQ7encGXB2licO37YNWLxYnlCcbEd6umHvpmnTlIvF1pnqOohyuhyVpeDkz4ITERGRksxScCpXrpxRt3fhwgU0bdoUycnJcHd3x5YtW1CjRo1c101JSUFKSor+cVxcHABAq9VCq9UaNS7ddoUQJtm2KTz/vPwlY/p0DbRaYNAggT/+EPDxefZrrS3X4rKkfPfuBR48kL/9d+8u4OUlYMywLClXU1NTrkDB83VxATp1krB9u4T794Hjx7Vo1sxMQRqJms5tUXL94Qfg+nX590jbtgLNmhn394gpmfLcmmKbxr4OoryxhxMREZHlMFnBafv27ejSpQscHBywffv2fNft2bNnobYdEhKC8PBwxMbG4ueff8bQoUNx5MiRXItOc+fOxYwZM3Isj4qKQnJycqH2WxBarRaxsbEQQkBjJd0BRowAdu/2xcmTjrh9W8Lw4clYtiz2mXc8s8Zci8OS8l2+3AuACwCgZ88nePgwJf8XFJIl5WpqasoVKFy+7ds7Y/t2bwDA+vVJqFw53gwRGo+azm1hc83IAGbN8ofu3iFjxsTg4UPrmR3elOc2Pt4473NTXgdR3nRzOLk6uKKsV1mFoyEiIlI3SQjdTdWNS6PR4P79+wgMDMz3YtAYcxd06NABlSpVwrJly3I8l1sPp+DgYMTExMDT07NY+82NVqtFVFQUAgICrOoLzp07QL16EmJi5CrTN99oMeIZN3Wx1lyLylLyjYsDSpWSkJwswc9P4J9/BBwdjbsPS8nVHNSUK1C4fKOjgZIlJWRkSKhUSeDqVfHMQrQlUdO5LWyuP/0EDBwor9eihcDhwzy3OnFxcfDx8UFsbGyxrhPMeR1kbHFxcfDy8ir2MciLVqvFw4cPn3lsCislPQWuc1yhFVrUK1kPf7z+h9G2bQymytsaqDV3teYNqDd3teYNqDd3NeZdmOsEk/Vwytol3dTDGbRarUFRKSsnJyc4OTnlWK7RaEz2hpAkyaTbN4Vy5YDly4H/5jXF+PEatGwJVKuW/+usMdfisIR8t2yR59UBgAEDJDg7m+ZboiXkai5qyhUoeL7+/kDr1sDBg8DNmxIuXZJQu7aZgjQSNZ3bguaq1Wafu0mCnZ0VVZv+Y6pza6ztmfM6iGTXo69DK+RjzeF0REREyrO6K/DJkyfj6NGjiIyMxIULFzB58mQcPnwYgwYNUjo0q9e3L/Daa3I7MREYOBDIo45HCvr++8z2kCHKxUHq0KdPZnvzZuXiIOPZuhW4eFFuP/880KGDouEQGQ0nDCciIrIsJuvh9NVXXxV43XHjxhV43YcPH2LIkCG4d+8evLy88Nxzz2Hv3r3o2LFjUcKkbL74AvjtN+DyZSA8HJg8GZg/X+moSOf2beDwYbldtSrQqJGi4ZAK9O4NjB0rt7dsAaZPVzQcKiYhgFmzMh9PmwarGkpnTUx1HUR5M5gwnAUnIiIixZms4PTFF18UaD1Jkgp1obVixYqihkQF4Ooq37mocWMgNVUuQHXqJN8inZS3bl1me/BgflEk0ytTRi5snjkDnD8PREQAFSooHRUV1Y4d8h8TAKBhQ/5uNyVTXQdR3niHOiIiIstisoJTRESEqTZNJlanDvDpp8Bbb8mPhw4F/vwTKFFC2bjUTghgzZrMxy+/rFwspC59+8oFJ0Du5TRhgrLxUNEIAcycmfl46lQWrU2J10HmpxtSZyfZobJvZYWjISIiIrPP4SSEgIlujEdGNHYs0K2b3H74UC46cc5TZYWFyUMdAaBVK6B8eUXDIRXJOo/Tli3KxUHFs2cPcPas3K5TB+jRQ9l41IrXQaaRoc3A1cdXAQCVfSvD0c7It28lIiKiQjNbwWnFihWoVasWnJ2d4ezsjFq1amH58uXm2j0VkiQBK1cCJUvKj/fuBRYsUDQk1cvau2nwYOXiIPUJCQGq/zc65dgx4MEDZeOhwsveu4lzN5kfr4NM61bsLSSny7dw5XA6IiIiy2CWgtO0adPw1ltvoUePHti4cSM2btyIHj164O2338a0adPMEQIVQUCA4R3RJk0C/vhDuXjULC1NnlsLAJycgP/7P2XjIfXR9XISAti+XdlYqPAOHABOnpTbtWrJk8GT+Zj7OigjIwNTp05FhQoV4OLigkqVKmHWrFk23bOKd6gjIiKyPCabwymrJUuW4Ntvv8XAgQP1y3r27InnnnsOY8eOxcysf3Yli9KxI/Duu/KcTmlpwMCB8tAud3elI1OXX38FoqLkds+egLe3ouGQCvXpA8yZI7e3bAFGjlQ2Hio4IYAZMzIfT5kCaMw+oF7dzH0d9PHHH2PJkiVYvXo1atasibNnz2L48OHw8vKy2QnKs04YXs2/moKREBERkY5ZLjnT0tLQsGHDHMsbNGiA9PR0c4RAxTB7tnw3IwC4di1zMnEyn6w9zYYMUS4OUq8GDYDgYLm9fz8QG6tsPFRwR44Av/8ut6tVYw9JJZj7Ouj48ePo1asXunXrhvLly+P//u//0KlTJ5w+fdro+7IU7OFERERkeczSw2nw4MFYsmQJ5s+fb7D8m2++waBBg8wRAhWDoyOwfj1Qrx6QkAB89x0QGsovLeYSGwts2ya3AwLkY09kbpIkD8NauFDu7bhrl9zjkSxf1s4zU6YAdnbKxaJW5r4OatasGb755htcu3YNVatWxfnz5/H777/n2L9OSkoKUlJS9I/j4uIAAFqtFloT3DFEq9VCCGHUbWft4VTVt6pJ4i4uU+RtLdSau1rzBtSbu1rzBtSbuxrzLkyuZik4AfJkmb/++iuef/55AMCpU6dw+/ZtDBkyBBOy3GM7r4shUlaVKsCiRcCwYfLj116Tez25uioalir8/DOg+x4wYADg4KBsPKReffrIBSdAHlbHgpPl+/134NAhuV2lCvDii8rGo2bmvA6aNGkS4uLiUK1aNdjZ2SEjIwMfffRRnsWtuXPnYkbWcZf/iYqKQnJycrHjyU6r1SI2NhZCCGiMML5TCIFLDy8BAILcgpAUm4QkJBV7u8Zm7LytiVpzV2vegHpzV2vegHpzV2Pe8fHxBV7XLAWnixcvon79+gCAmzdvAgD8/f3h7++Pixcv6teTeMscizZkiHy3uh9+kHvdDB4s4ccflY7K9vHudGQpWrYE/PyAx4+B3buB5GTA2VnpqCg/s2Zltv/3P8DebH9moqzMfR30008/Yd26dVi/fj1q1qyJ8PBwjB8/HkFBQRg6dGiO9SdPnmxQ9IqLi0NwcDACAgLg6elplJiy0mq1kCQJAQEBRrk4v//0PmJT5XG+NUrUQGBgYLG3aQrGztuaqDV3teYNqDd3teYNqDd3NebtXIgvAGa59Dyk+/MqWTVJApYsAU6cACIjgePHJXzxhTs+/VTpyGxXZKQ8/wogz72SyxQgRGZjby9PWr9yJfD0qTyXU/fuSkdFeTl5Ur7hAABUqAC89JKy8aiZua+D3n33XUyaNAkDBgwAANSuXRu3bt3C3Llzcy04OTk5wcnJKcdyjUZjsotnSZKMtv2rj6/q2zX8a1j0Bb8x87Y2as1drXkD6s1drXkD6s1dbXkXJk91HBEyGi8vuYeTbg6QBQvc8NtvysZky9aty2wPHiwX/YiU1KdPZnvLFuXioGfL2rvpgw84HFdNEhMTc1wM2tnZ2ez8Elnnb6oewAnDiYiILIVZeji1bds2327iBw8eNEcYZCTPPy/fYnvKFECrlTB4MHD+PODjo3RktkUIw+F0nF+fLEHHjoCbm3wDge3bgfR0DtOyRGfPyhO7A0DZsry7pdLMfR3Uo0cPfPTRRyhbtixq1qyJc+fOYf78+XjllVeMuh9LceXRFX2bd6gjIiKyHGb5mlC3bl2Dx2lpaQgPD8fFixdz7dpNlm/SJGD/foHDhyXcuSNh5Ehg40b2wDGmM2eAq/+NEmjTBihXTtFwiADIczZ16SJPZv/oEXDsGNC6tdJRUXazZ2e2J0+W7zZKyjH3ddDChQsxdepUvPnmm3j48CGCgoLw+uuvY9q0aUbflyVgDyciIiLLZJaC0xdffJHr8g8//BBPnz41RwhkZHZ2wOrVAnXrCsTEaLBpE7B8OTBypNKR2Q5OFk6Wqk8fueAEAJs3s+BkacLDgW3b5Hbp0sDw4YqGQzD/dZCHhwcWLFiABQsWGH3bluhylFxw8nXxRYBrgMLREBERkY6iczi9/PLL+O6775QMgYqhTBng889j9Y/fegu4fDmfF1CBpaUBGzbIbWdn4P/+T9l4iLLq1i1zPqCtW+Xhn2Q5svZuev99IJe5oMlC8Dqo+OJS4nA3/i4AeTgd73hMRERkORQtOJ04caJQt9Qjy9OlSwpef13+tpmUBAwcKN8qnYpnzx55uBIA9OoFmOCu1ERF5uUFtGsnt2/fBv74Q9l4KNPFi8CmTXK7ZEng1VeVjYfyx+ug4uP8TURERJbLLEPq+vbta/BYCIF79+7h7NmzmDp1qjlCIBP67DOB336TcOmSPHn4pEmASnrxm8z332e2OdkvWaI+fYC9e+X2li1AgwbKxkOyjz7K7N3x3nuAi4uCwZAer4NMRzecDuD8TURERJbGLD2cvLy8DH58fX3Rpk0b7Nq1C9OnTzdHCGRCrq7y8C/dsI0vv8y8OxIV3pMnwC+/yO3AQKBTJ0XDIcpVr16ZNwnYskXZWEh2/bodNm6U24GBwOuvKxsPZeJ1kOkYTBjOHk5EREQWxSw9nFauXGmO3ZCCatcGPvsMGDtWfjxsmNzbqVQpRcOyShs3AikpcnvgQN5ynixTyZJAs2byXeouXQKuXQOqVlU6KnX78kt3CCFXAd95R/5jAFkGXgeZDu9QR0REZLnMOodTWFgY1q5di7Vr1+LcuXPm3DWZwejRQI8ecjsqChg6FNBqlY3JGvHudGQt+vTJbLOXk7KuXwe2bJHnAvLzA958U+GAKFe8DjI+3ZA6VwdXlPUqq3A0RERElJVZCk4PHz5Eu3bt0KhRI4wbNw7jxo1DgwYN0L59e0RFRZkjBDIDSQK++y6zV9O+fcD8+crGZG0iIoDffpPbNWoA9esrGw9Rflhwshxz50rQauXeTRMmAO7uCgdEBngdZBop6Sm4GXMTABDiFwKNpOi9cIiIiCgbs/zPPHbsWMTHx+Ovv/5CdHQ0oqOjcfHiRcTFxWHcuHHmCIHMxN9f7qGjm9vlgw+AsDBlY7Ima9dmtgcPzjyORJaoYkXguefk9qlTwN27ysajVhERmb87vL0FxoxRNh7KiddBpnE9+jq0Qu5KzeF0RERElscsBac9e/Zg8eLFqF4982KgRo0aWLRoEXbv3m2OEMiM2reX744EAGlp8jxET58qG5M1ECJzOJ0kAYMGKRsPUUFk7eW0datiYaja3LlARoZcnX7rLQFPT4UDohx4HWQaWe9QV82vmoKREBERUW7MUnDSarVwcHDIsdzBwQFaTvJjk2bNAho1ktvXr2dOJk55O31aPlYA0LYtEBysbDxEBcFhdcq6dQtYtUpue3ho+bvWQvE6yDQ4YTgREZFlM0vBqV27dnjrrbfw77//6pfdvXsXb7/9Ntq3b2+OEMjMHByAH37InEdk1SpgwwZFQ7J433+f2eZk4WQtnnsOqFBBbh8+DERHKxqO6nz8sdyTFABGjEiEj4+y8VDueB1kGgYFJ38WnIiIiCyNWQpOX3/9NeLi4lC+fHlUqlQJlSpVQoUKFRAXF4eFCxeaIwRSQKVKwOLFmY9ff12ea4RySk3NLMi5uAD9+ikbD1FBSRLQt6/czsgAduxQNh41uXsXWLFCbru7C4wcmaBsQJQnXgeZhm5InZ1khyp+VRSOhoiIiLKzN8dOgoOD8ccff2D//v24cuUKAKB69ero0KGDOXZPCho8GNi7F1i3DoiLk+clOnoUsDfLO8967N6d2TOkd2/Aw0PRcIgKpU8f4PPP5faWLcCQIcrGoxaffCIXqwFg9GjA11coGxDliddBxpehzcDVx1cBAJV8K8HRzlHhiIiIiCg7s33tlyQJHTt2RMeOHc21S7IQixcDx4/LvZtOnABmzJDneKJMWYfT8cs6WZumTYESJYAHD+QCc2Ii4OqqdFS27d494Jtv5LarK/D22wKC9SaLxusg47oVewvJ6ckAOJyOiIjIUpl0SN3BgwdRo0YNxMXF5XguNjYWNWvWxG+//WbKEMgCeHoC69cDdnby448+Ao4cUTYmSxITkzkMqUQJgH/wJmuj0QC9esntpCS56ESm9dlnQLL8XRtvvAEEBCgbD+WO10Gmc+XRFX2bBSciIiLLZNKC04IFCzBy5Eh45nKPZi8vL7z++uuYP3++KUMgC/H888DMmXJbCODllzm5sM5PP2UOi3npJQ43JOuU9W51mzcrF4caPHwILFkit52dgYkTlY2H8sbrINPRzd8E8A51RERElsqkBafz58+jc+fOeT7fqVMnhIWFmTIEsiDvvw+0aSO3//kHePVVcAgIgDVrMtu8Ox1Zq3bt5N6MgNxjT3fnNDK+zz+Xe5IB8s0YSpZUNh7KG6+DTId3qCMiIrJ8Ji04PXjwAA4ODnk+b29vj6ioKFOGQBbEzg5Yuxbw9ZUfb9mSOQeJWt28CRw7Jrdr1QLq1lU0HKIic3QEunWT20+eAIcPKxmN7Xr0CFi0SG47OgLvvqtsPJQ/XgeZTtaCUzX/agpGQkRERHkxacGpdOnSuHjxYp7P//nnnyhVqpQpQyALU7o08N13mY/ffhu4dEm5eJS2dm1me/Bg+RbzRNYq67C6LVuUi8OWLVgAJCTI7VdflX+nkuXidZBpCCH0Q+rKeJaBhxNv7UpERGSJTFpw6tq1K6ZOnYpk3cymWSQlJWH69Ono3r27KUMgC9SrlzzJLSAPCxkwIHPyWzURInM4nSTJ8zcRWbMuXQAnJ7m9dSug1Soajs2JiQG++kpuOzjIw5TJsvE6yDQeJjxETHIMAA6nIyIismQmLThNmTIF0dHRqFq1Kj755BNs27YN27Ztw8cff4yQkBBER0fjf//7nylDIAv1+edAzZpy+8IF4L33lI1HCSdPykPqAHn+mzJllI2HqLjc3YFOneT2vXvA6dPKxmNrvvwSiI+X28OHA2XLKhsPPRuvg0yD8zcRERFZB5PeD6tEiRI4fvw43njjDUyePBnivxmiJUlCaGgoFi1ahBIlSpgyBLJQLi7ADz8AjRoBKSnAwoXyF1U1/aH3++8z20OGKBcHkTH16QP88ovc3rJFvkMlFV9srFxwAuQ7WU6erGw8VDC8DjIN3qGOiIjIOpj8BuzlypXDrl27EBMTgxs3bkAIgSpVqsDHx8fUuyYLV7u23NNpzBj58fDhwJ9/AmqYziIlBfjxR7nt6gr07atsPETG0qMHoNHIw+k2bwbmzePcZMbw9dfyZOyAPN9b+fJKRkOFwesg42MPJyIiIutg0iF1Wfn4+KBRo0Zo3LgxL7JI7803gZ495fajR3JPHzXM+7JrlzwfCyD3CHF3VzYeImPx9wdatZLbN24Af/2lbDy2ID4emD9fbms0wAcfKBsPFQ2vg4zHoODEHk5EREQWy2wFJ6LcSBKwYgUQFCQ/3r9f7vVk63SThQMcTke2h3erM67Fi4HoaLk9aBBQubKy8RApTTekztfFFwGuAQpHQ0RERHlhwYkU5+8vF2B0w24++AA4e1bZmEzp8WNgxw65XaoU0L69svEQGVvv3pltFpyKJyEB+OwzuS1JAOeXJrWLS4nD3fi7AOThdBLH7BIREVksFpzIIrRrl3mL7/R0YODAzLsx2ZqffgLS0uT2Sy8BdnbKxkNkbGXLAg0ayO1z54DISEXDsWrLlsnDjQFgwAAgJETZeIiUduXRFX27mn81BSMhIiKiZ2HBiSzGzJlA48Zy+8YNYOxYZeMxlazD6QYPVi4OIlPKOhH+1q2KhWHVkpKATz7JfMzeTUTZ7lDHCcOJiIgsGgtOZDEcHID16wEPD/nx6tXADz8oG5OxXb8OnDght597DqhTR9l4iEyF8zgV37ffAg8eyO3/+z+gZk1l4yGyBJwwnIiIyHqw4EQWpVIleYJcnVGjgIgI5eIxtrVrM9vs3US2rHr1zOFfv/8OREUpG4+1SU4GPv448/GUKcrFQmRJDApO7OFERERk0VhwIovz8svyDwDExcnzHOnmPLJmQmQWnDQaOS8iW6br5aTVAtu3KxuLtfnuO+Dff+V2797sDUmkoxtS52LvgnLe5RSOhoiIiPLDghNZpEWLgIoV5fbJk8CMGcrGYwzHjwN//y2327cHgoKUjYfI1LIOq9u8Wbk4rE1qKjBvXuZj9m4ikqWkp+DvGPk/0hD/EGgkXsYSERFZMv5PTRbJ01Oev8neXn48Zw5w+LCiIRXb999ntocMUS4OInNp2BAoXVpu798v91ikZ1u9GrhzR25365Z5xz8itbsRfQMZIgMAh9MRERFZAxacyGI1bgzMmiW3hZCH2T1+rGxMRZWcDPz0k9x2czPs+UFkqzQaeTgYIPfa2b1b0XCsQlqaXGDXmTpVuViILA3nbyIiIrIuLDiRRXvvPaBdO7l99y7w6qty8cna7NwJPHkit/v2lYtORGrAu9UVztq1QGSk3A4NBZo0UTQcIouim78J4B3qiIiIrAELTmTRNBpgzRrAz09+vHUrsGyZoiEVyZo1mW0OpyM1adUK8PWV27t2ASkpysZjydLTDXs3TZumXCxElog9nIiIiKwLC05k8YKCgJUrMx+//Tbw11/KxVNYjx7JPZwAOZe2bZWNh8icHByAHj3kdnw8cOCAsvFYsg0bgBs35Ha7dkCzZsrGQ9bt7t27ePnll+Hn5wcXFxfUrl0bZ8+eVTqsYtEVnOwkO1Txq6JwNERERPQsLDiRVejRAxg9Wm4nJwMDB8r/WoMff5R7LgDAoEGAnZ2y8RCZG4fVPVtGBjB7duZj9m6i4oiJiUHz5s3h4OCA3bt349KlS/j888/h4+OjdGhFphVaXH10FQBQybcSHO0cFY6IiIiInoUFJ7Ian34K1Kolty9cAN59V9l4CirrcLrBg5WLg0gpnToBrq5ye9s2ubhChjZuBK7K36XRqhXQurWy8ZB1+/jjjxEcHIyVK1eicePGqFChAjp16oRKlSopHVqR3XpyC0npSQA4nI6IiMha2CsdAFFBubjIQ04aNpR7N339tfxFVjdcxxJduwacOiW369YFatdWNBwiRbi4AJ07A5s3A1FRwLFjclGFZFotezeRcW3fvh2hoaF44YUXcOTIEZQuXRpvvvkmRo4cmev6KSkpSMkywVpcXBwAQKvVQqvVGj0+rVYLIUShtv3Xw8yx9NX8qpkkLlMrSt62Qq25qzVvQL25qzVvQL25qzHvwuRqdQWnuXPnYvPmzbhy5QpcXFzQrFkzfPzxxwgJCVE6NDKDmjWB+fOBN9+UHw8fDvz5pzw3kiVi7yYiWZ8+csEJkIfVseCUacuWzHnpmjbNvDMnUVH9/fffWLJkCSZMmIAPPvgAZ86cwbhx4+Do6IihQ4fmWH/u3LmYMWNGjuVRUVFINsH4da1Wi9jYWAghoNEUrLP92cjM+aeCnILw8OFDo8dlakXJ21aoNXe15g2oN3e15g2oN3c15h0fH1/gda2u4HTkyBGMHj0ajRo1Qnp6Oj744AN06tQJly5dghvvNa8Ko0YBv/4q37Hu8WP5rm+//irf0c6SaLXyLc4BObaBA5WNh0hJ3boB9vbyfGZbtsiFY0lSOirlabXAzJmZj6dN43Gh4tNqtWjYsCHm/Hfbw3r16uHixYtYunRprgWnyZMnY8KECfrHcXFxCA4ORkBAADw9PU0SnyRJCAgIKPDF+Z3kO/p2k4pNEBgYaPS4TK0oedsKteau1rwB9eau1rwB9eauxrydnZ0LvK7VFZz27Nlj8HjVqlUIDAxEWFgYWvFP5qogScDy5cCZM8Ddu/Jdrz79FHj/faUjM3TsGBAZKbc7dgRKlVI0HCJF+fjId2jctw+4dQsIDwfq1VM6KuX98ovcSxMAGjUCQkOVjYdsQ6lSpVCjRg2DZdWrV8emTZtyXd/JyQlOTk45lms0GpNdPEuSVKjtX3l8Rd+uEVDDai/qC5u3LVFr7mrNG1Bv7mrNG1Bv7mrLuzB5Wl3BKbvY2FgAgK+vb67PW8O8BNZKyVx9fIDVq4GOHSUIIWHKFIHWrQUaNzbdPgub7+rVEgC5q8LLL2thTW8Jvo9tl5L59u4N7Nsn/we1ebNAnTrCpPuz9HMrBDBzZubviSlTtBBCXl5Ylp6rsZkyX1s4hs2bN8dV3Sz0/7l27RrKlSunUETFI4TA5ajLAIAynmXg4eShcERERERUEFZdcNJqtRg/fjyaN2+OWrrbl2VjDfMSWCulc61ZExg71h1ffeWO9HQJAwdmYN++x3B3N82X2MLkm5wMbNwYCECCm5sWzZo9hDVNN6H0uTUnNeUKKJtv8+YaSFIAhJDw88/pGD36sUn3Z+nn9sABR/zxh/zHklq10tCo0eMi/56w9FyNzZT5FmZeAkv19ttvo1mzZpgzZw769++P06dP45tvvsE333yjdGhF8jDhIWKSYwDwDnVERETWxKoLTqNHj8bFixfx+++/57mONcxLYK0sIddPPgFOnRI4dUpCZKQ9ZswIxOrVpis4FTTfjRuBuDh5nX79JJQvb11zTVjCuTUXNeUKKJtvYCDw/PPAiRPAlSsOiIsLROXKptufJZ9bIYCFCzMna/rwQzuUKFH03xOWnKspmDLfwsxLYKkaNWqELVu2YPLkyZg5cyYqVKiABQsWYNCgQUqHViSXH13Wt6v5V1MwEiIiIioMqy04jRkzBjt27MDRo0dRpkyZPNezhnkJrJnSuTo5AevXA3XrAvHxwNq1Ejp3lmCqa+qC5rtuXWZ7yBAJGo31zQKs9Lk1JzXlCiibb58+csEJALZt0+Ddd027P0s9t7/+Cpw6Jbdr1wb69NEU+8YHlpqrqZgqX1s5ft27d0f37t2VDsModMPpAPZwIiIisiZWd1UlhMCYMWOwZcsWHDx4EBUqVFA6JFJYxYrA0qWZj994A/j7b+XiiYoCdu+W22XKAG3aKBcLkaXp0yezvXmzcnEoSQgg60jvqVMt7y6bRJYkaw+n6gEsOBEREVkLq7vEHT16NNauXYv169fDw8MD9+/fx/3795GUlKR0aKSgl14ChgyR2/HxwMCBQFqaMrFs2CDf+h0ABg0C7OyUiYPIElWuDOim3Dt5Evj3X2XjUcKhQ8Dx43K7Rg2gXz9l4yGydFceZd6hjj2ciIiIrIfVFZyWLFmC2NhYtGnTBqVKldL//Pjjj0qHRgr7+mvo54M5fRqYPl2ZONasyWwPHqxMDESWLGsvp23blItDKbNmZbanTGHvJqJn0fVw8nH2QaCbdc2JSEREpGZWd5krhMj1Z9iwYUqHRgrz8JDnc7L/b2ayefOAgwfNG8OVK8CZM3K7fn35TnpEZChrwWnLFuXiUMLRo8Dhw3K7alWgf39FwyGyePEp8fgn7h8A8nA6SbK+ORGJiIjUyuoKTkT5adQImD1bbgsh9zB69Mh8+2fvJqJnq1sXKF9ebh86BMTEKBmNeWXt3fS//3HILdGzcDgdERGR9WLBiWzOu+8C7dvL7X//BUaMkItPpqbVAmvXym07O3keKSLKSZIyezmlpwM7dyobj7kcPw7s3y+3K1aU554jovwZTBjOghMREZFVYcGJbI5GA3z/PeDnJz/evh1YssT0+/3tN+D2bbndqRNQooTp90lkrdQ4rC577ybd8F8iytvlKN6hjoiIyFqx4EQ2KSgIWLky8/E77wAXL5p2n1mH0+numEdEuWvWDAgIkNt79gCJicrGY2pnzsh5AkC5chxyS1RQ7OFERERkvVhwIpvVowcwZozcTk4GBgwAkpJMs6+kJGDjRrnt4QH06mWa/RDZCju7zM9JYiLw66/KxmNqWXs3TZ4MODgoFwuRNdEVnFzsXVDOu5zC0RAREVFhsOBENu3TT4HateX2X38BEyeaZj/btwNxcXL7//4PcHExzX6IbIlahtWdOwf88ovcLlMG4E1ViQomNSMVN6NvAgBC/EOgkXjZSkREZE34PzfZNGdnYMMG+V8AWLwY2LbN+Pvh3emICq99e7lHICAXZNLSlI3HVLL2bpo0CXByUi4WImty/fF1ZIgMABxOR0REZI1YcCKbV6MG8MUXmY9feQW4e9d423/wIHNuluBgoHVr422byJY5OQFdu8rtmBjg6FFl4zGFCxcye2+VKiXfNZOICobzNxEREVk3FpxIFV5/HejdW25HR8u9kDIyjLPtDRsyt/Xyy/Jd8oioYPr2zWzb4rC62bMz2++9l9nbkoiejXeoIyIism78akyqIEnA8uVA6dLy40OHgE8+Mc62OZyOqOi6dMkcYrZ1K6DVKhqOUV26lHkzgcBA4LXXlI2HyNqwhxMREZF1Y8GJVMPPD1i7Vi4+AcDUqcCpU8Xb5qVLQFiY3G7YEKjO62GiQvHwADp0kNt37wJnzyobjzF99BEghNx+913A1VXZeIisja7gZCfZoYpfFYWjISIiosJiwYlUpU0b4IMP5HZGBjBwYObd5YqCvZuIis8W71Z37Zo83BYA/P2BUaOUjYfI2miFFlcfXQUAVPKtBEc7R4UjIiIiosJiwYlUZ/p04Pnn5XZEBPDmm0XbjlYLrFsnt+3sgAEDjBMfkdr07Jk599nmzZm9gqzZnDmZwwMnTADc3ZWNh8ja3HpyC0npSQCAav7VFI6GiIiIioIFJ1IdBwdg/XrA01N+vG6dYU+lgjpyBLhzR2537izP0UJEhRcQALRoIbevXQMuX85/fUt386Y8fBcAfHyA0aOVjYfIGnH+JiIiIuvHghOpUoUKwNKlmY/ffBO4caNw28hapBoyxDhxEamVLQ2rmzs3886Vb7+dWdwmooK78uiKvs2CExERkXViwYlUa+BAYOhQuf30KfDSS0BqasFem5iYefcpT0+gRw/TxEikFr17Z7atueAUGQmsXi23vbyAsWMVDYfIal2OytLDKYAFJyIiImvEghOp2sKFQOXKcvvMGWDatIK9bts2uUgFAC+8ALi4mCY+IrUoXx6oX19uh4UBt28rGk6RzZsHpKfL7bfeAry9FQ2HyGplHVLHOZyIiIisEwtOpGoeHsAPP8jzOgHAJ58ABw48+3W8Ox2R8WUdVrd1q2JhFNmdO8B338ltd3e54EREhSeE0BecSnuUhqcTx6USERFZIxacSPUaNgQ++khuCyEXkKKi8l7//n3g11/ldrlyQMuWpo+RSA2sfR6nTz4B0tLk9tixgK+vsvEQWauoxChEJ0UD4HA6IiIia8aCExGAd94BOnaU2/fuASNG5H1r9g0bMicEfvnlzNu5E1Hx1KgBVKkit48eBR49Ujaewvj3X+Dbb+W2mxswYYKy8RBZM4P5mzhhOBERkdXiV2UiyEWj1asBf3/58S+/AIsW5b7u2rWSvs3hdETGI0mZvZy0WmD7dmXjKYxPPwVSUuT2m29m/i4hosLLOn8TC05ERETWiwUnov+UKgWsWpX5eOJE4M8/Dde5csUe587JBadGjYCQEPPFR6QG1jis7sEDYNkyue3iIveYJKKi4x3qiIiIbAMLTkRZdOsGjBsnt1NSgIEDgcTEzOd//tlZ3x4yxMzBEalA48Zy8RcA9u0D4uOVjacgPv8cSEqS26+/DpQooWw8RNaOPZyIiIhsAwtORNl8/DFQp47cvnQps7dCRgawebMLAMDeHhgwQKEAiWyYRgP07i23U1KAPXsUDeeZoqIyh986OQHvvqtsPES2QFdw8nH2QaBboMLREBERUVGx4ESUjbMz8MMP8tAYAFi6VL5F++HDwL17dgCALl04RwuRqfTtm9m29GF1X3yR2Qty5EggKEjZeIisXXxKPP6J+weAPJxOkqRnvIKIiIgsFQtORLmoXh1YsCDz8YgRwOefZ170cjgdkem0bg34+MjtnTuB1FRl48lLdDSwcKHcdnQE3n9f2XiIbMGVR1f0bQ6nIyIism4sOBHlYeTIzJ4W0dHA3r1ywUmjEUhPVzAwIhvn4AB07y634+KAgweVjScvX34JPH0qt4cPB8qUUTYeIlvA+ZuIiIhsBwtORHmQJODbbwE/P8PlWq08mfjmzcrERaQGln63uidP5IITIM/pNmmSouEQ2QzeoY6IiMh2sOBElA9fX8DbO/tSCZIEzJypQEBEKhEamjmP2tat8qT9lmThQiA2Vm4PHQqUL69oOEQ2gz2ciIiIbAcLTkTPcPduzmVCAFevmj8WIrVwdZWLTgDw8CFw4oSy8WQVFydPFg4AdnbA5MnKxkNkS3QFJ2d7Z5TzLqdwNERERFQcLDgRPUPVqvLwuqwkCQgJUSYeIrWw1GF1ixYBMTFy++WXgUqVlI2HyFakZqTiZvRNAECIXwg0Ei9TiYiIrBn/Jyd6hunT5R5NkiQAyP8KIS8nItPp3l3uQQTIBSchlI0HkCcJnz9fbms0wAcfKBsPkS25EX0DGUIeP8v5m4iIiKwfC05Ez9C3L7BpE1C7NuDkJFC7tjxheNbeF0RkfL6+QNu2cjsiAvjzT2XjAYClS4FHj+T2gAFyD0giSzZv3jxIkoTx48crHcozGUwYzvmbiIiIrB4LTkQF0LcvcO6cQGTkA5w7J1hsIjITSxpWl5gIfPqp3JYk4H//UzYeomc5c+YMli1bhueee07pUAqEE4YTERHZFhaciIjIYvXqldlWuuD0zTfyBOYA8MILQI0aysZDlJ+nT59i0KBB+Pbbb+Hj46N0OAViUHDikDoiIiKrZ690AERERHkpXRpo0gQ4dUoeUnfzpjKTdCcnA598kvl4yhTzx0BUGKNHj0a3bt3QoUMHzJ49O991U1JSkJKSon8cFxcHANBqtdBqtUaPTavVQgiRY9u6IXUaSYNK3pVMsm8l5ZW3Gqg1d7XmDag3d7XmDag3dzXmXZhcWXAiIiKL1qePXHAC5F5OEyeaP4YVK4B79zLjqV3b/DEQFdSGDRvwxx9/4MyZMwVaf+7cuZgxY0aO5VFRUUhOTjZ2eNBqtYiNjYUQAhqN3NleK7T6Hk7lPcsjNjrW6PtVWm55q4Vac1dr3oB6c1dr3oB6c1dj3vHx8QVelwUnIiKyaH36AJMmyW0lCk4pKcC8eZmPp0417/6JCuPOnTt46623sG/fPjg7OxfoNZMnT8aECRP0j+Pi4hAcHIyAgAB4enoaPUatVgtJkhAQEKC/OI98EonkdLm4VbNETQQGBhp9v0rLLW+1UGvuas0bUG/uas0bUG/uasy7oNcXAAtORERk4apWledLunQJOHECuH8fKFnSfPtftQr45x+53aMHUK+e+fZNVFhhYWF4+PAh6tevr1+WkZGBo0eP4uuvv0ZKSgrs7OwMXuPk5AQnJ6cc29JoNCa7eJYkyWD7Vx9f1T9XI6CGzV60Z89bTdSau1rzBtSbu1rzBtSbu9ryLkye6jgiRERk1XR3qxMC2LbNfPtNSwPmzs18zN5NZOnat2+PCxcuIDw8XP/TsGFDDBo0COHh4TmKTZaCd6gjIiKyPSw4ERGRxevbN7NtzrvVrVkD3Loltzt3Bho1Mt++iYrCw8MDtWrVMvhxc3ODn58fatWqpXR4edJNGA7wDnVERES2ggUnIiKyePXqAeXKye2DB4FYM8wnnJ4OfPRR5uNp00y/TyK1ytrDqZp/NQUjISIiImNhwYmIiCyeJAG9e8vttDRg507T73P9euDvv+V2hw5A06am3yeRKRw+fBgLFixQOow8CSH0BafSHqXh6WT8icqJiIjI/FhwIiIiq6Cbxwkw/bC6jAz2biIyl6jEKEQnRQPgcDoiIiJbwoITERFZhRYtAH9/ub1rF5CUZLp9/fQTcO2a3G7dGmjZ0nT7IlI7g/mbOGE4ERGRzWDBiYiIrIKdHdCzp9xOTAT27TPNfrRaYNaszMfs3URkWrxDHRERkW1iwYmIiKyGOYbVbdoEXP7v+2/z5kDbtqbZDxHJeIc6IiIi28SCExERWY0OHQB3d7n9yy/yneSMKbfeTZJk3H0QkSH2cCIiIrJNLDgREZHVcHYGunaV248fA7/9Ztztb9sGXLggt5s0ATp2NO72iSinK4+uAAB8nH0Q6BaocDRERERkLCw4ERGRVTHVsDohDHs3TZ3K3k1EpvY09SnuxN0BAFTzrwaJHzoiIiKbwYITERFZla5dAUdHub11q1woMoadO4Fz5+R2/fqZPamIyHR0vZsADqcjIiKyNSw4ERGRVfH0BNq3l9t37gBhYcXfphDAzJmZjzl3E5F5cMJwIiIi28WCExERWZ2sw+o2by7+9vbuBc6ckdt16gA9exZ/m0T0bJwwnIiIyHZZXcHp6NGj6NGjB4KCgiBJErZu3ap0SEREZGY9e2b2QCruPE7ZezdNmcLeTUTmYlBwYg8nIiIim2J1BaeEhATUqVMHixYtUjoUIiJSSIkSQPPmcvvKFfmnqA4eBE6ckNs1agB9+xY/PiIqGN2QOmd7Z5TzKqdwNERERGRM9koHUFhdunRBly5dlA6DiIgU1qcP8PvvcnvLFmDy5KJtJ2vvpqlTAY3V/SmGyDqlZqTiRvQNAECIXwjsNHYKR0RERETGxMtqIiKySlnncSrqsLojR4CjR+V2SAjwwgvFj4uICuZG9A1kiAwAHE5HRERki6yuh1NhpaSkICUlRf84Li4OAKDVaqHVao2+P61WCyGESbZtadSUK6CufJmr7bKlfMuVA+rWlRAeLuHMGeD2bS3KlMl8viC5zpwpAZAnbPrgAy0kCbDGQ2NL57UgTJmvWo6hJeCE4URERLbN5gtOc+fOxYwZM3Isj4qKQnJystH3p9VqERsbCyEENDY+LkNNuQLqype52i5by7djRzeEh3sAANaufYpXXknUP/esXE+fdsDBg34AgPLl09Gu3SM8fGieuI3N1s7rs5gy3/j4eKNuj/J25VHm5GssOBEREdkemy84TZ48GRMmTNA/jouLQ3BwMAICAuDp6Wn0/Wm1WkiShICAAJu/6FdTroC68mWutsvW8h00CPj0U7l94IAHJk1y1z/3rFwXLcq8Fd2UKRoEBQWaPF5TsbXz+iymzNfZ2dmo26O88Q51REREts3mC05OTk5wcnLKsVyj0ZjsolySJJNu35KoKVdAXfkyV9tlS/k+9xxQqRJw8yZw5IiEmBgJfn6Zz+eV66lTwK+/yu3y5YEhQzRWP1m4LZ3XgjBVvmo5fpZA18NJI2lQxbeKwtEQERGRsVndVdXTp08RHh6O8PBwAEBERATCw8Nx+/ZtZQMjIiKzk6TMycMzMoBffinY62bNymx/8AHg4GD82Igob1qh1RecKvlUgpN9zj8OEhERkXWzuoLT2bNnUa9ePdSrVw8AMGHCBNSrVw/Tpk1TODIiIlJCYe9WFxYG7Nwpt4ODgaFDTRMXEeXt7tO7SEpPAsDhdERERLbK6obUtWnTBkIIpcMgIiIL8fzzQMmSwP378jC5hATAzS3v9WfPzmxPmgQ4Opo+RiIydC3mmr7NCcOJiIhsk9X1cCIiIspKowF695bbycnAnj15r3v+PLB1q9wOCgJeecXU0RFRbq4/ua5vs+BERERkm1hwIiIiq1fQYXVZeze9/z7AG5IRKeNGzA19m0PqiIiIbBMLTkREZPXatAG8vOT2jh1AamrOdS5eBH7+WW6XKAGMHGm28Igom6w9nKr5V1MwEiIiIjIVFpyIiMjqOToC3bvL7dhY4PDhnOt89FFm+913ARcXs4RGRLnQFZyCPILg6eSpcDRERERkCiw4ERGRTchvWN2VK8CPP8ptf39g1CjzxUVEhqISohCTHAOA8zcRERHZMhaciIjIJnTunDkn09atgFab+dycOYDuBqcTJ+Z/FzsiMq3Ljy7r2yw4ERER2S4WnIiIyCa4uQGdOsnt+/eBkyfl9o0bwLp1ctvXF3jzTWXiIyKZQcGJE4YTERHZLBaciIjIZmQdVrd1qwQAmDtX0vd2mjAB8PBQIDAi0rvy6Iq+zR5OREREtosFJyIishk9egB2dnJ761bg9m07rF0rP/b2BsaMUSoyItJhDyciIiJ1YMGJiIhshp8f0Lq13L55U8Jbb3khPV3u6fTWW4CXl4LBERGAzB5O3s7eKOFWQuFoiIiIyFRYcCIiIpuSdVjdyZOOAORhdG+9pVBARKT3NPUp7sTdASAPp5MkSeGIiIiIyFRYcCIiIpvSu3fOZZ06AT4+Zg+FiLLJOn9TsGewgpEQERGRqbHgRERENuX06exLBDZtAjZvViIaIspq6Zml+vbGSxux4o8VCkZDREREpsSCExER2ZQZM7IvkSBJwMyZSkRDRDr/xP2D78K/0z8WEHh9x+v4J+4fBaMiIiIiU2HBiYiIbMq1azmXCQFcvWr+WIiUMHfuXDRq1AgeHh4IDAxE7969cdUCPgDXH1+HgDBYliEycCP6hkIRERERkSmx4ERERDalalUg+zzEkgSEhCgTD5G5HTlyBKNHj8bJkyexb98+pKWloVOnTkhISFA0rip+VaCRDC897SQ7VPatrFBEREREZEosOBERkU2ZPl3u0SRJck8KSRIQQl5OpAZ79uzBsGHDULNmTdSpUwerVq3C7du3ERYWpmhcZTzL4Jvu38BOsgMgF5uWdV+GMp5lFI2LiIiITMNe6QCIiIiMqW9fYNMmeS6nq1cFQkKADz8E+vRROjIiZcTGxgIAfH19FY4EGFF/BDpW7Iizf59Fw4oNUda7rNIhERERkYmw4ERERDanb1+gd2+Bhw8fIjAwEBqN9OwXEdkgrVaL8ePHo3nz5qhVq1au66SkpCAlJUX/OC4uTv9arVZr9JiC3IPQtFRTBLgHmGT7lkqr1UIIoaqcddSau1rzBtSbu1rzBtSbuxrzLkyuLDgRERER2ajRo0fj4sWL+P333/NcZ+7cuZiR8/aOiIqKQnJystFj0mq1iI2NhRACGo16ZndQa96AenNXa96AenNXa96AenNXY97x8fEFXpcFJyIiIiIbNGbMGOzYsQNHjx5FmTJ5z5M0efJkTJgwQf84Li4OwcHBCAgIgKenp9Hj0mq1kCQJAQEBqrk4B9SbN6De3NWaN6De3NWaN6De3NWYt7Ozc4HXZcGJiIiIyIYIITB27Fhs2bIFhw8fRoUKFfJd38nJCU5OTjmWazQak108S5Jk0u1bKrXmDag3d7XmDag3d7XmDag3d7XlXZg8WXAiIiIisiGjR4/G+vXrsW3bNnh4eOD+/fsAAC8vL7i4uCgcHREREamFOkpwRERERCqxZMkSxMbGok2bNihVqpT+58cff1Q6NCIiIlIR9nAiIiIisiFCCKVDICIiImIPJyIiIiIiIiIiMi4WnIiIiIiIiIiIyKhYcCIiIiIiIiIiIqNiwYmIiIiIiIiIiIyKBSciIiIiIiIiIjIqFpyIiIiIiIiIiMio7JUOwNx0twqOi4szyfa1Wi3i4+Ph7OwMjca263lqyhVQV77M1XapKV/martMma/u+kB3vaBGvFYyDbXmDag3d7XmDag3d7XmDag3dzXmXZhrJdUVnOLj4wEAwcHBCkdCRERElio+Ph5eXl5Kh6EIXisRERHRsxTkWkkSKvsTnlarxb///gsPDw9IkmT07cfFxSE4OBh37tyBp6en0bdvSdSUK6CufJmr7VJTvszVdpkyXyEE4uPjERQUpJq/VGbHayXTUGvegHpzV2vegHpzV2vegHpzV2PehblWUl0PJ41GgzJlyph8P56enqp5w6kpV0Bd+TJX26WmfJmr7TJVvmrt2aTDayXTUmvegHpzV2vegHpzV2vegHpzV1veBb1WUuef7oiIiIiIiIiIyGRYcCIiIiIiIiIiIqNiwcnInJycMH36dDg5OSkdismpKVdAXfkyV9ulpnyZq+1SW762Rq3nT615A+rNXa15A+rNXa15A+rNXa15F5TqJg0nIiIiIiIiIiLTYg8nIiIiIiIiIiIyKhaciIiIiIiIiIjIqFhwIiIiIiIiIiIio2LBiYiIiIiIiIiIjIoFp1wcPXoUPXr0QFBQECRJwtatWw2eHzZsGCRJMvjp3LmzwTo9e/ZE2bJl4ezsjFKlSmHw4MH4999/Ddb5888/0bJlSzg7OyM4OBiffPKJqVPLwRy5RkZG5tiGJEk4efKkOVI0YIx8dVJSUlC3bl1IkoTw8HCD52zl3OrklaulnFtj5Fq+fPkc68ybN89gHUs4r4B58rWlcwsAO3fuRJMmTeDi4gIfHx/07t3b4Pnbt2+jW7ducHV1RWBgIN59912kp6ebMLOczJVrbud1w4YNJswsd8XN9/Dhw7nmIkkSzpw5o1/PUj63arNo0SKUL18ezs7OaNKkCU6fPp3v+hs3bkS1atXg7OyM2rVrY9euXWaK1Djmzp2LRo0awcPDA4GBgejduzeuXr2a72tWrVqV473r7OxspoiN58MPP8yRR7Vq1fJ9jbWfbyD3/0clScLo0aNzXd+az/ezfl8LITBt2jSUKlUKLi4u6NChA65fv/7M7Rb294S55Zd3Wloa3n//fdSuXRtubm4ICgrCkCFDcnzfy64onxclGPN7RFbWfM6B3K+hJEnCp59+muc2reWcmwoLTrlISEhAnTp1sGjRojzX6dy5M+7du6f/+eGHHwyeb9u2LX766SdcvXoVmzZtws2bN/F///d/+ufj4uLQqVMnlCtXDmFhYfj000/x4Ycf4ptvvjFZXrkxR646+/fvN9hOgwYNjJ7PsxgjX5333nsPQUFBOZbb0rnVyStXHaXPrbFynTlzpsE6Y8eO1T9nKecVME++OrZwbjdt2oTBgwdj+PDhOH/+PI4dO4aXXnpJ/3xGRga6deuG1NRUHD9+HKtXr8aqVaswbdo0k+WVG3PkqrNy5UqD7WQvSplDcfNt1qyZwXP37t3Dq6++igoVKqBhw4YALOtzqyY//vgjJkyYgOnTp+OPP/5AnTp1EBoaiocPH+a6/vHjxzFw4ECMGDEC586dQ+/evdG7d29cvHjRzJEX3ZEjRzB69GicPHkS+/btQ1paGjp16oSEhIR8X+fp6WnwHr5165aZIjaumjVrGuTx+++/57muLZxvADhz5oxBzvv27QMAvPDCC3m+xlrP97N+X3/yySf46quvsHTpUpw6dQpubm4IDQ1FcnJyntss7O8JJeSXd2JiIv744w9MnToVf/zxBzZv3oyrV6+iZ8+ez9xuYT4vSjHm9wgdaz/nAHJcd3z33XeQJAn9+vXLd7vWcM5NRlC+AIgtW7YYLBs6dKjo1atXobazbds2IUmSSE1NFUIIsXjxYuHj4yNSUlL067z//vsiJCSkuCEXmalyjYiIEADEuXPnjBOokRQn3127dolq1aqJv/76K0dutnZu88vVEs9tUXMtV66c+OKLL/J83hLPqxCmy9dWzm1aWpooXbq0WL58eZ7r7Nq1S2g0GnH//n39siVLlghPT0+D821Opso1r20rzRj//6SmpoqAgAAxc+ZM/TJL/dzausaNG4vRo0frH2dkZIigoCAxd+7cXNfv37+/6Natm8GyJk2aiNdff92kcZrSw4cPBQBx5MiRPNdZuXKl8PLyMl9QJjJ9+nRRp06dAq9vi+dbCCHeeustUalSJaHVanN93lbOd/bf11qtVpQsWVJ8+umn+mVPnjwRTk5O4ocffshzO4X9PaG0gvzfefr0aQFA3Lp1K891Cvt5sQTG+o5oi+e8V69eol27dvmuY43n3JjYw6mIDh8+jMDAQISEhOCNN97A48eP81w3Ojoa69atQ7NmzeDg4AAAOHHiBFq1agVHR0f9eqGhobh69SpiYmJMHn9hFDdXnZ49eyIwMBAtWrTA9u3bTR12kT0r3wcPHmDkyJFYs2YNXF1dc7zels7ts3LVsYZzW5D38bx58+Dn54d69erh008/NRhSZU3nFSh+vjrWfm7/+OMP3L17FxqNBvXq1UOpUqXQpUsXg7+knzhxArVr10aJEiX0y0JDQxEXF4e//vrLrLk8S3Fz1Rk9ejT8/f3RuHFjfPfddxBCmDONAivM/z/bt2/H48ePMXz4cP0ya/vc2oLU1FSEhYWhQ4cO+mUajQYdOnTAiRMncn3NiRMnDNYH5POU1/rWIDY2FgDg6+ub73pPnz5FuXLlEBwcjF69elnc75yCun79OoKCglCxYkUMGjQIt2/fznNdWzzfqampWLt2LV555RVIkpTnerZyvrOKiIjA/fv3Dc6pl5cXmjRpkuc5LcrvCWsQGxsLSZLg7e2d73qF+bxYssL8H22L5/zBgwfYuXMnRowY8cx1beWcFwULTkXQuXNnfP/99zhw4AA+/vhjHDlyBF26dEFGRobBeu+//z7c3Nzg5+eH27dvY9u2bfrn7t+/b/DlBoD+8f37902fRAEZI1d3d3d8/vnn2LhxI3bu3IkWLVqgd+/eFvnl9Vn5CiEwbNgwjBo1Sj9kIztbObcFydVazm1B3sfjxo3Dhg0bcOjQIbz++uuYM2cO3nvvPf3z1nJeAePkayvn9u+//wYgj5+fMmUKduzYAR8fH7Rp0wbR0dEArOfcGiNXQB5K+dNPP2Hfvn3o168f3nzzTSxcuFCRnPJT0P9/dFasWIHQ0FCUKVNGv8xazq0tefToETIyMnI97nkd87zOk7WeI61Wi/Hjx6N58+aoVatWnuuFhITgu+++w7Zt27B27VpotVo0a9YM//zzjxmjLb4mTZpg1apV2LNnD5YsWYKIiAi0bNkS8fHxua5va+cbALZu3YonT55g2LBhea5jK+c7O915K8w5LcrvCUuXnJyM999/HwMHDoSnp2ee6xX282KpCvt/tC2e89WrV8PDwwN9+/bNdz1bOedFpnAPK4uHAnSlu3nzpgAg9u/fb7A8KipKXL16Vfz666+iefPmomvXrvputh07dhSvvfaawfq6IUuXLl0yag4FZapcczN48GDRokULY4RdZEXJ98svvxTNmzcX6enpQojchx3ZyrktSK65UfrcFud9nNWKFSuEvb29SE5OFkJY5nkVwnT55sYaz+26desEALFs2TL9OsnJycLf318sXbpUCCHEyJEjRadOnQy2k5CQIACIXbt2GTeJAjJVrrmZOnWqKFOmjFHiLqrivo/v3LkjNBqN+Pnnnw2WW+rn1pbdvXtXABDHjx83WP7uu++Kxo0b5/oaBwcHsX79eoNlixYtEoGBgSaL05RGjRolypUrJ+7cuVOo16WmpopKlSqJKVOmmCgy84iJiRGenp55Du+1tfMthBCdOnUS3bt3L9RrrPV8Z/99fezYMQFA/PvvvwbrvfDCC6J///65bqMovyeUlt//U6mpqaJHjx6iXr16IjY2tlDbfdbnxRIY41rT1s65EEKEhISIMWPGFHq71nDOjYk9nIygYsWK8Pf3x40bNwyW+/v7o2rVqujYsSM2bNiAXbt26e/wVLJkSTx48MBgfd3jkiVLmifwIihKrrlp0qRJjm1Youz5Hjx4ECdOnICTkxPs7e1RuXJlAEDDhg0xdOhQALZzbguSa26s4dzm9T7OqkmTJkhPT0dkZCQA6z2vQNHyzWsdazu3pUqVAgDUqFFDv46TkxMqVqyo785sree2KLnmpkmTJvjnn3+QkpJi2oCLKb/38cqVK+Hn55djslZrPbfWzN/fH3Z2drke97yOeV7nyRrP0ZgxY7Bjxw4cOnTIoLddQTg4OKBevXoW/3v2Wby9vVG1atU887Cl8w0At27dwv79+/Hqq68W6nW2cr51560w57QovycsVVpaGvr3749bt25h3759+fZuys2zPi/W4lnXmrZ0zgHgt99+w9WrVwv9uQds55wXFAtORvDPP//g8ePH+ov93Gi1WgDQX9A3bdoUR48eRVpamn6dffv2ISQkBD4+PqYNuBiKkmtuwsPD892Gpcie71dffYXz588jPDwc4eHh+tv4/vjjj/joo48A2M65LUiuubGGc1uQ93F4eDg0Gg0CAwMBWO95BYqWb17rWNu5bdCgAZycnAxuT56WlobIyEiUK1cOgHxuL1y4YHCXFN1FY9bijaUpSq65CQ8Ph4+PD5ycnEwec3Hk9T4WQmDlypUYMmRIjrkDrflza60cHR3RoEEDHDhwQL9Mq9XiwIEDaNq0aa6vadq0qcH6gHye8lrfEgkhMGbMGGzZsgUHDx5EhQoVCr2NjIwMXLhwweJ/zz7L06dPcfPmzTzzsIXzndXKlSsRGBiIbt26Fep1tnK+K1SogJIlSxqc07i4OJw6dSrPc1qU3xOWSFdsun79Ovbv3w8/P79Cb+NZnxdr8axrTVs55zorVqxAgwYNUKdOnUK/1lbOeYEp3cXKEsXHx4tz586Jc+fOCQBi/vz54ty5c+LWrVsiPj5eTJw4UZw4cUJERESI/fv3i/r164sqVaroh6KcPHlSLFy4UJw7d05ERkaKAwcOiGbNmolKlSrp13ny5IkoUaKEGDx4sLh48aLYsGGDcHV1NRgKYSu5rlq1Sqxfv15cvnxZXL58WXz00UdCo9GI7777zqy5GiPf7HIbZmYr5za73HK1lHNb3FyPHz8uvvjiCxEeHi5u3rwp1q5dKwICAsSQIUP0+7CU82qufG3l3Aoh3zmodOnSYu/eveLKlStixIgRIjAwUERHRwshhEhPTxe1atUSnTp1EuHh4WLPnj0iICBATJ482eZy3b59u/j222/FhQsXxPXr18XixYuFq6urmDZtmllzNVa+Qgixf/9+AUBcvnw5xz4s6XOrJhs2bBBOTk5i1apV4tKlS+K1114T3t7e+jtBDh48WEyaNEm//rFjx4S9vb347LPPxOXLl8X06dOFg4ODuHDhglIpFNobb7whvLy8xOHDh8W9e/f0P4mJifp1suc9Y8YMsXfvXnHz5k0RFhYmBgwYIJydncVff/2lRApF9s4774jDhw+LiIgIcezYMdGhQwfh7+8vHj58KISwzfOtk5GRIcqWLSvef//9HM/Z0vnO7/e1EELMmzdPeHt7i23btok///xT9OrVS1SoUEEkJSXpt9GuXTuxcOFC/eNn/Z6wBPnlnZqaKnr27CnKlCkjwsPDDT73We+Mmj3vZ31eLIUx/o+2tXOuExsbK1xdXcWSJUty3Ya1nnNTYcEpF4cOHRIAcvwMHTpUJCYmik6dOomAgADh4OAgypUrJ0aOHGnwQfnzzz9F27Ztha+vr3BychLly5cXo0aNEv/884/Bfs6fPy9atGghnJycROnSpcW8efPMnapZcl21apWoXr26cHV1FZ6enqJx48Zi48aNZs9ViOLnm11e8xrZwrnNLq+CkyWc2+LmGhYWJpo0aSK8vLyEs7OzqF69upgzZ06OL7aWcF6FME++tnJuhZDnVnjnnXdEYGCg8PDwEB06dBAXL140WCcyMlJ06dJFuLi4CH9/f/HOO++ItLQ0c6Zqllx3794t6tatK9zd3YWbm5uoU6eOWLp0qcjIyDBrrkIY73fUwIEDRbNmzfLcj6V8btVm4cKFomzZssLR0VE0btxYnDx5Uv9c69atxdChQw3W/+mnn0TVqlWFo6OjqFmzpti5c6eZIy6e3N7LAMTKlSv162TPe/z48fpjVKJECdG1a1fxxx9/mD/4YnrxxRdFqVKlhKOjoyhdurR48cUXxY0bN/TP2+L51tm7d68AIK5evZrjOVs63/n9vhZCCK1WK6ZOnSpKlCghnJycRPv27XMck3Llyonp06cbLMvv94QlyC9v3XVxbj+HDh3SbyN73s/6vFgKY/wfbWvnXGfZsmXCxcVFPHnyJNdtWOs5NxVJCAu9FzIREREREREREVklzuFERERERERERERGxYITEREREREREREZFQtORERERERERERkVCw4ERERERERERGRUbHgRERERERERERERsWCExERERERERERGRULTkREREREREREZFQsOBEREREREVGxlC9fHgsWLFA6DCKyICw4EZFV+fDDD1G3bl2lw9CTJAlbt24t9OuuXr2KkiVLIj4+3vhBZfHo0SMEBgbin3/+Mel+iIiIyHyGDRuG3r17AwDatGmD8ePHm23fq1atgre3d47lZ86cwWuvvWa2OIjI8rHgREQ5LF26FB4eHkhPT9cve/r0KRwcHNCmTRuDdQ8fPgxJknDz5k0zR2lexi50TZ48GWPHjoWHh4fRtpkbf39/DBkyBNOnTzfpfoiIiMi6paamFuv1AQEBcHV1NVI0RGQLWHAiohzatm2Lp0+f4uzZs/plv/32G0qWLIlTp04hOTlZv/zQoUMoW7YsKlWqpESoVun27dvYsWMHhg0bZpb9DR8+HOvWrUN0dLRZ9kdERETmMWzYMBw5cgRffvklJEmCJEmIjIwEAFy8eBFdunSBu7s7SpQogcGDB+PRo0f617Zp0wZjxozB+PHj4e/vj9DQUADA/PnzUbt2bbi5uSE4OBhvvvkmnj59CkD+Q+Pw4cMRGxur39+HH34IIOeQutu3b6NXr15wd3eHp6cn+vfvjwcPHuif1/0xb82aNShfvjy8vLwwYMAAk/f+JiLzYcGJiHIICQlBqVKlcPjwYf2yw4cPo1evXqhQoQJOnjxpsLxt27YAgDVr1qBhw4bw8PBAyZIl8dJLL+Hhw4cAAK1WizJlymDJkiUG+zp37hw0Gg1u3boFAHjy5AleffVVBAQEwNPTE+3atcP58+fzjXf58uWoXr06nJ2dUa1aNSxevFj/XGRkJCRJwubNm9G2bVu4urqiTp06OHHihME2vv32WwQHB8PV1RV9+vTB/Pnz9d3FV61ahRkzZuD8+fP6i6tVq1bpX/vo0SP06dMHrq6uqFKlCrZv355vvD/99BPq1KmD0qVL65fpuqfv3bsX1atXh7u7Ozp37ox79+7p19F1n58zZw5KlCgBb29vzJw5E+np6Xj33Xfh6+uLMmXKYOXKlQb7q1mzJoKCgrBly5Z84yIiIiLr8uWXX6Jp06YYOXIk7t27h3v37iE4OBhPnjxBu3btUK9ePZw9exZ79uzBgwcP0L9/f4PXr169Go6Ojjh27BiWLl0KANBoNPjqq6/w119/YfXq1Th48CDee+89AECzZs2wYMECeHp66vc3ceLEHHFptVr06tUL0dHROHLkCPbt24e///4bL774osF6N2/exNatW7Fjxw7s2LEDR44cwbx580x0tIjI3FhwIqJctW3bFocOHdI/PnToENq0aYPWrVvrlyclJeHUqVP6glNaWhpmzZqF8+fPY+vWrYiMjNT34tFoNBg4cCDWr19vsJ9169ahefPmKFeuHADghRdewMOHD7F7926EhYWhfv36aN++fZ69c9atW4dp06bho48+wuXLlzFnzhxMnToVq1evNljvf//7HyZOnIjw8HBUrVoVAwcO1A8ZPHbsGEaNGoW33noL4eHh6NixIz766CP9a1988UW88847qFmzpv7iKusF04wZM9C/f3/8+eef6Nq1KwYNGpRvb6LffvsNDRs2zLE8MTERn332GdasWYOjR4/i9u3bOS7iDh48iH///RdHjx7F/PnzMX36dHTv3h0+Pj44deoURo0ahddffz3HnE2NGzfGb7/9lmdMREREZH28vLzg6OgIV1dXlCxZEiVLloSdnR2+/vpr1KtXD3PmzEG1atVQr149fPfddzh06BCuXbumf32VKlXwySefICQkBCEhIQCA8ePHo23btihfvjzatWuH2bNn46effgIAODo6wsvLC5Ik6ffn7u6eI64DBw7gwoULWL9+PRo0aIAmTZrg+++/x5EjR3DmzBn9elqtFqtWrUKtWrXQsmVLDB48GAcOHDDxUSMic2HBiYhy1bZtWxw7dgzp6emIj4/HuXPn0Lp1a7Rq1Urf8+nEiRNISUnRF5xeeeUVdOnSBRUrVsTzzz+Pr776Crt379Z3wx40aBCOHTuG27dvA5AvMjZs2IBBgwYBAH7//XecPn0aGzduRMOGDVGlShV89tln8Pb2xs8//5xrnNOnT8fnn3+Ovn37okKFCujbty/efvttLFu2zGC9iRMnolu3bqhatSpmzJiBW7du4caNGwCAhQsXokuXLpg4cSKqVq2KN998E126dNG/1sXFBe7u7rC3t9dfXLm4uOifHzZsGAYOHIjKlStjzpw5ePr0KU6fPp3nsb116xaCgoJyLE9LS8PSpUvRsGFD1K9fH2PGjMlx0eXr64uvvvoKISEheOWVVxASEoLExER88MEHqFKlCiZPngxHR0f8/vvvBq8LCgrS9yIjIiIi23b+/HkcOnQI7u7u+p9q1aoBgMG8mw0aNMjx2v3796N9+/YoXbo0PDw8MHjwYDx+/BiJiYkF3v/ly5cRHByM4OBg/bIaNWrA29sbly9f1i8rX768wXyWpUqV0veOJyLrx4ITEeWqTZs2SEhIwJkzZ/Dbb7+hatWqCAgIQOvWrfXzOB0+fBgVK1ZE2bJlAQBhYWHo0aMHypYtCw8PD7Ru3RoA9AWmunXronr16vpeTkeOHMHDhw/xwgsvAJAvjp4+fQo/Pz+DC6SIiIhcJyVPSEjAzZs3MWLECIP1Z8+enWP95557Tt8uVaoUAOgvaK5evYrGjRsbrJ/9cX6ybtvNzQ2enp75XiwlJSXB2dk5x3JXV1eDubByu+iqWbMmNJrMX90lSpRA7dq19Y/t7Ozg5+eX43UuLi6FulAkIiIi6/X06VP06NED4eHhBj/Xr19Hq1at9Ou5ubkZvC4yMhLdu3fHc889h02bNiEsLAyLFi0CUPxJxXPj4OBg8FiSJGi1WqPvh4iUYa90AERkmSpXrowyZcrg0KFDiImJ0RePgoKCEBwcjOPHj+PQoUNo164dALn4ExoaitDQUKxbtw4BAQG4ffs2QkNDDS5QBg0ahPXr12PSpElYv349OnfuDD8/PwDyxVH2uaN0crv9rq7n1LfffosmTZoYPGdnZ2fwOOsFjSRJAGC0C5rCXiz5+/sjJiamQNsRQjxznYLsPzo6GgEBAXknQURERFbJ0dERGRkZBsvq16+PTZs2oXz58rC3L/hXvrCwMGi1Wnz++ef6P3DphtPlt7/sqlevjjt37uDOnTv6Xk6XLl3CkydPUKNGjQLHQ0TWjT2ciChPbdu2xeHDh3H48GG0adNGv7xVq1bYvXs3Tp8+rR9Od+XKFTx+/Bjz5s1Dy5YtUa1atVx7+bz00ku4ePEiwsLC8PPPP+uH0wHyxdH9+/dhb2+PypUrG/z4+/vn2FaJEiUQFBSEv//+O8f6FSpUKHCeISEhBvMJAMjxuCAXVwVVr149XLp0ySjbKqiLFy+iXr16Zt0nERERmV758uVx6tQpREZG4tGjR9BqtRg9ejSio6MxcOBAnDlzBjdv3sTevXsxfPjwfK9nKleujLS0NCxcuBB///031qxZo59MPOv+nj59igMHDuDRo0e59qDu0KEDateujUGDBuGPP/7A6dOnMWTIELRu3TrXeSyJyDax4EREeWrbti1+//13hIeH63s4AUDr1q2xbNkypKam6gtOZcuWhaOjo/4CZfv27Zg1a1aObZYvXx7NmjXDiBEjkJGRgZ49e+qf69ChA5o2bYrevXvj119/RWRkJI4fP47//e9/OHv2bK4xzpgxA3PnzsVXX32Fa9eu4cKFC1i5ciXmz59f4DzHjh2LXbt2Yf78+bh+/TqWLVuG3bt363tC6eKOiIhAeHg4Hj16hJSUlAJvP7vQ0FCcOHHCaAWsZ0lMTERYWBg6depklv0RERGR+UycOBF2dnaoUaOGvod5UFAQjh07hoyMDHTq1Am1a9fG+PHj4e3tbTA0P7s6depg/vz5+Pjjj1GrVi2sW7cOc+fONVinWbNmGDVqFF588UUEBATgk08+ybEdSZKwbds2+Pj4oFWrVujQoQMqVqyIH3/80ej5E5EFE0REeYiIiBAARLVq1QyWR0ZGCgAiJCTEYPn69etF+fLlhZOTk2jatKnYvn27ACDOnTtnsN7ixYsFADFkyJAc+4yLixNjx44VQUFBwsHBQQQHB4tBgwaJ27dvCyGEmD59uqhTp47Ba9atWyfq1q0rHB0dhY+Pj2jVqpXYvHmzQQ5ZY4iJiREAxKFDh/TLvvnmG1G6dGnh4uIievfuLWbPni1Kliypfz45OVn069dPeHt7CwBi5cqVQgghAIgtW7YYxOPl5aV/PjdpaWkiKChI7NmzR79s5cqVwsvLy2C9LVu2iKy/pocOHSp69eplsE7r1q3FW2+9ZbCsXLly4osvvtA/Xr9+fY5zRUREREREZEqSENkmCCEiIowcORJXrlzBb7/9ZpLtL1q0CNu3b8fevXtNsv2snn/+eYwbNw4vvfSSyfdFREREREQEcNJwIiIAwGeffYaOHTvCzc0Nu3fvxurVq7F48WKT7e/111/HkydPEB8fb3A7YGN79OgR+vbti4EDB5psH0RERERERNmxhxMREYD+/fvj8OHDiI+PR8WKFTF27FiMGjVK6bCIiIiIiIisEgtORERERERERERkVLxLHRERERERERERGRULTkREREREREREZFQsOBERERERERERkVGx4EREREREREREREbFghMRERERERERERkVC05ERERERERERGRULDgREREREREREZFRseBERERERERERERGxYITEREREREREREZFQtORERERERERERkVCw4ERERERERERGRUbHgRERERERERERERsWCExERERERERERGRULTkR5iIyMhCRJWLVqlUn3U758eQwbNsyk+zCFYcOGoXz58kqHoQilz9mdO3fg7OyMY8eOFen1hw8fhiRJOHz4sHEDKyBzfbayy/6effz4Mdzc3LBr1y6zxkFEREREpAYsOJFqrVq1CpIk5fozadIkpcPLVUpKChYuXIgWLVrAx8cHjo6OCAoKQs+ePfHDDz8gIyPDqPv7999/8eGHHyI8PNyo2y2uNm3a6M+VRqOBp6cnQkJCMHjwYOzbt0/p8Exu5syZaNKkCZo3b65fNmzYMIP3sL29PYKDgzFgwABcunRJwWgtl5+fH1599VVMnTpV6VCIiIiIiGyOvdIBEClt5syZqFChgsGyWrVqoVy5ckhKSoKDg4NCkRmKiopCly5dEBYWhtDQUEyZMgW+vr64f/8+9u/fj5deegk3btww6pfnf//9FzNmzED58uVRt25dg+e+/fZbaLVao+2rsMqUKYO5c+cCABISEnDjxg1s3rwZa9euRf/+/bF27VqTnburV69Co1GmXh8VFYXVq1dj9erVOZ5zcnLC8uXLAQDp6em4efMmli5dij179uDSpUsICgoCALRq1QpJSUlwdHQ0a+w6lvTZGjVqFL766iscPHgQ7dq1UzocIiIiIiKbwYITqV6XLl3QsGHDXJ9zdnY2czR5Gzx4MM6dO4dNmzahb9++Bs9NnjwZZ8+exdWrV/PdRnJyMhwdHY1SLFG6WODl5YWXX37ZYNm8efMwbtw4LF68GOXLl8fHH39skn07OTmZZLsFsXbtWtjb26NHjx45nrO3t89xTJ5//nl0794dO3fuxMiRIwEAGo1Gkfd2eno6tFotHB0dLeazVb16ddSqVQurVq1iwYmIiIiIyIg4pI4oD7nNMzNs2DC4u7vj7t276N27N9zd3REQEICJEyfmGM722WefoVmzZvDz84OLiwsaNGiAn3/+uUixnDhxAnv37sVrr72Wo9ik07BhQwwaNEj/WDdPz4YNGzBlyhSULl0arq6uiIuLQ3R0NCZOnIjatWvD3d0dnp6e6NKlC86fP2/w+kaNGgEAhg8frh+qpTse2efD0R2vzz77DN988w0qVaoEJycnNGrUCGfOnMkR78aNG1GjRg04OzujVq1a2LJlS7HnhbKzs8NXX32FGjVq4Ouvv0ZsbKzB82vXrkWDBg3g4uICX19fDBgwAHfu3DFY5/r16+jXrx9KliwJZ2dnlClTBgMGDDDYVm5zOP35559o3bo1XFxcUKZMGcyePRsrV66EJEmIjIw0eG337t3x+++/o3HjxnB2dkbFihXx/fffFyjHrVu3okmTJnB3dy/Q+iVLlgQgF6N0cpvDqU2bNqhVqxYuXbqEtm3bwtXVFaVLl8Ynn3xisL3U1FRMmzYNDRo0gJeXF9zc3NCyZUscOnTIYL2s74cFCxbo3w+XLl3K8dnSxZPbT/b3w+7du9GyZUu4ubnBw8MD3bp1w19//ZXrcapVq5bB+ysvHTt2xC+//AIhREEOKRERERERFQB7OJHqxcbG4tGjRwbL/P3981w/IyMDoaGhaNKkCT777DPs378fn3/+OSpVqoQ33nhDv96XX36Jnj17YtCgQUhNTcWGDRvwwgsvYMeOHejWrVuhYvzll18AIEfvlYKYNWsWHB0dMXHiRKSkpMDR0RGXLl3C1q1b8cILL6BChQp48OABli1bhtatW+uHXlWvXh0zZ87EtGnT8Nprr6Fly5YAgGbNmuW7v/Xr1yM+Ph6vv/46JEnCJ598gr59++Lvv//W94rauXMnXnzxRdSuXRtz585FTEwMRowYgdKlSxc6v+zs7OwwcOBATJ06Fb///rv+WH/00UeYOnUq+vfvj1dffRVRUVFYuHAhWrVqhXPnzsHb2xupqakIDQ1FSkoKxo4di5IlS+Lu3bvYsWMHnjx5Ai8vr1z3effuXbRt2xaSJGHy5Mlwc3PD8uXL8+wJdePGDfzf//0fRowYgaFDh+K7777DsGHD0KBBA9SsWTPP3NLS0nDmzBmD91l2uvdyRkYG/v77b7z//vvw8/ND9+7dn3nsYmJi0LlzZ/Tt2xf9+/fHzz//jPfffx+1a9dGly5dAABxcXFYvnw5Bg4ciJEjRyI+Ph4rVqxAaGgoTp8+nWPo5cqVK5GcnIzXXnsNTk5O8PX1zTEUs3r16lizZo3BsidPnmDChAkIDAzUL1uzZg2GDh2K0NBQfPzxx0hMTMSSJUvQokULnDt3Tl+c+vXXX9GvXz/UqFEDc+fOxePHjzF8+HCUKVMm17wbNGiAL774An/99Rdq1ar1zONEREREREQFIIhUauXKlQJArj9CCBERESEAiJUrV+pfM3ToUAFAzJw502Bb9erVEw0aNDBYlpiYaPA4NTVV1KpVS7Rr185gebly5cTQoUPzjbVPnz4CgHjy5InB8qSkJBEVFaX/iYmJ0T936NAhAUBUrFgxRyzJyckiIyPDYFlERIRwcnIyyO3MmTM5joHO0KFDRbly5QxeD0D4+fmJ6Oho/fJt27YJAOKXX37RL6tdu7YoU6aMiI+P1y87fPiwAGCwzby0bt1a1KxZM8/nt2zZIgCIL7/8UgghRGRkpLCzsxMfffSRwXoXLlwQ9vb2+uXnzp0TAMTGjRvz3X/2czZ27FghSZI4d+6cftnjx4+Fr6+vACAiIiIMXgtAHD16VL/s4cOHwsnJSbzzzjv57vfGjRsCgFi4cGGO53Tvzew/pUuXFmFhYQbr6t4bhw4d0i9r3bq1ACC+//57/bKUlBRRsmRJ0a9fP/2y9PR0kZKSYrC9mJgYUaJECfHKK6/ol+neD56enuLhw4cG6+f22cpKq9WK7t27C3d3d/HXX38JIYSIj48X3t7eYuTIkQbr3r9/X3h5eRksr1u3rihVqpTB5+XXX3/N8/11/PhxAUD8+OOPucZDRERERESFxyF1pHqLFi3Cvn37DH6eZdSoUQaPW7Zsib///ttgmYuLi74dExOD2NhYtGzZEn/88UehY4yLiwOAHMOoli5dioCAAP1PixYtcrx26NChBrEA8hxEunmcMjIy8PjxY7i7uyMkJKRI8WX14osvwsfHR/9Y1zNKd3z+/fdfXLhwAUOGDDHIp3Xr1qhdu3ax9q2j2258fDwAYPPmzdBqtejfvz8ePXqk/ylZsiSqVKmiHw6m68G0d+9eJCYmFnh/e/bsQdOmTQ169/j6+hoMccyqRo0a+uMCAAEBAQgJCcnxHsru8ePHAGBwfLNydnbWv4f37t2LZcuWwd3dHV27dsW1a9eemYe7u7tBLzpHR0c0btzYIC47Ozv9ZONarRbR0dFIT09Hw4YNc33v9OvXDwEBAc/cd1azZs3Cjh07sGrVKtSoUQMAsG/fPjx58gQDBw40OId2dnZo0qSJ/hzeu3cP4eHhGDp0qEGPtI4dO+q3lZ3ueGbv6UhEREREREXHIXWkeo0bN85z0vDcODs75/gC7ePjg5iYGINlO3bswOzZsxEeHo6UlBT9ckmSCh2jh4cHAODp06cGX6L79eunHwL0zjvv5JhHCkCOO/ABcqHgyy+/xOLFixEREWHwOj8/v0LHl1XZsmUNHuu+zOuOz61btwAAlStXzvHaypUrF7vgBcjHCcg8btevX4cQAlWqVMl1fd1QvwoVKmDChAmYP38+1q1bh5YtW6Jnz554+eWX8xxOB8g5NW3aNMfy3HIEch4jIPf3UF5EHnMN2dnZoUOHDgbLunbtiipVqmDy5MnYtGlTvtstU6ZMjvenj48P/vzzT4Nlq1evxueff44rV64gLS1Nvzy391puy/KzZ88ezJgxA5MnT0a/fv30y69fvw4AeU7s7enpCSDz/ZXbuc6roKo7nkX5bBIRERERUe5YcCIqJDs7u2eu89tvv6Fnz55o1aoVFi9ejFKlSsHBwQErV67E+vXrC73PatWqAQAuXryI5s2b65cHBwcjODgYgFwYyK2HRvbeTQAwZ84cTJ06Fa+88gpmzZoFX19faDQajB8/Psf8OoWV1/HJq0hiChcvXgSQWfDRarWQJAm7d+/ONb6sPa0+//xzDBs2DNu2bcOvv/6KcePGYe7cuTh58mSecwAVVlGPka4YWNDCFCAXkUJCQnD06FGjxLV27VoMGzYMvXv3xrvvvovAwEDY2dlh7ty5uHnzZo7X5vb+y0tERAQGDRqEjh07Yvbs2QbP6d6Xa9as0U+EnlXWSdELS3c885u7jYiIiIiICocFJyIT2LRpE5ydnbF3716DiaNXrlxZpO11794d8+bNw7p16wwKTkX1888/o23btlixYoXB8idPnhh86TZFj49y5coBkCfOzi63ZYWVkZGB9evXw9XVVT/EsFKlShBCoEKFCqhateozt1G7dm3Url0bU6ZMwfHjx9G8eXMsXbo0RxFEp1y5cibLJ6uyZcvCxcUFERERhXpdenq6vtdXcf3888+oWLEiNm/ebPD+mD59erG2m5SUhL59+8Lb2xs//PCDfsinTqVKlQAAgYGBOXpxZaV7f+l6RGV19erVXF+jO57Vq1cvUuxERERERJQT53AiMgE7OztIkmQwVC0yMhJbt24t0vaaN2+Ojh074ptvvsG2bdtyXacwPYjs7OxyrL9x40bcvXvXYJmbmxsAuRBlLEFBQahVqxa+//57gyLIkSNHcOHChWJtOyMjA+PGjcPly5cxbtw4/TCrvn37ws7ODjNmzMiRtxBCPzdSXFwc0tPTDZ6vXbs2NBqNwbDI7EJDQ3HixAmEh4frl0VHR2PdunXFyic7BwcHNGzYEGfPni3wa65du4arV6+iTp06RolB1wsq63E8deoUTpw4Uaztjho1CteuXcOWLVtynaMqNDQUnp6emDNnjsEwPp2oqCgAQKlSpVC3bl2sXr0asbGx+uf37duHS5cu5brvsLAweHl55XuHQCIiIiIiKhz2cCIygW7dumH+/Pno3LkzXnrpJTx8+BCLFi1C5cqVc8yHU1Br165F586d0bt3b3Tp0gUdOnSAj48P7t+/j/379+Po0aP6W9c/S/fu3TFz5kwMHz4czZo1w4ULF7Bu3TpUrFjRYL1KlSrB29sbS5cuhYeHB9zc3NCkSZNCz8uT3Zw5c9CrVy80b94cw4cPR0xMDL7++mvUqlWrwD1xYmNjsXbtWgBAYmIibty4gc2bN+PmzZsYMGAAZs2aZZDH7NmzMXnyZERGRqJ3797w8PBAREQEtmzZgtdeew0TJ07EwYMHMWbMGLzwwguoWrUq0tPTsWbNGtjZ2RnMJ5Tde++9h7Vr16Jjx44YO3Ys3NzcsHz5cpQtWxbR0dFG7SnWq1cv/O9//0NcXJy+oKaTnp6uPyZarRaRkZFYunQptFptsXsg6XTv3h2bN29Gnz590K1bN0RERGDp0qWoUaNGkXtR7dy5E99//z369euHP//80+Az4u7ujt69e8PT0xNLlizB4MGDUb9+fQwYMAABAQG4ffs2du7ciebNm+Prr78GAMydOxfdunVDixYt8MorryA6OhoLFy5EzZo1c41x37596NGjB+dwIiIiIiIyIhaciEygXbt2WLFiBebNm4fx48ejQoUK+PjjjxEZGVnkglNgYCCOHz+OZcuW4ccff8SMGTOQmJgIf39/NGzYEOvWrcOLL75YoG198MEHSEhIwPr16/Hjjz+ifv362LlzJyZNmmSwnoODA1avXo3Jkydj1KhRSE9Px8qVK4tdcOrRowd++OEHfPjhh5g0aRKqVKmCVatWYfXq1fjrr78KtI1//vkHgwcPBiAXJUqVKoWmTZtiyZIl6NixY471J02ahKpVq+KLL77AjBkzAMhzYHXq1Ak9e/YEANSpUwehoaH45ZdfcPfuXbi6uqJOnTrYvXs3nn/++TxjCQ4OxqFDhzBu3DjMmTMHAQEBGD16NNzc3DBu3Dg4OzsX9hDlafDgwZg0aRK2b99ucEc5AEhJSdEfE0CeSLtRo0ZYs2YN2rdvb5T9Dxs2DPfv38eyZcuwd+9e1KhRA2vXrsXGjRtx+PDhIm1T1ztp06ZNOSY2L1euHHr37g0AeOmllxAUFIR58+bh008/RUpKCkqXLo2WLVti+PDh+td07twZGzduxJQpUzB58mRUqlQJK1euxLZt23LEeOXKFVy8eBELFiwoUuxERERERJQ7SZhzJl8ionzUrVsXAQEB2Ldvn9KhGMX48eOxbNkyPH36tECTzRfUiBEjcO3aNfz2229G26ZajR8/HkePHkVYWBh7OBERERERGRHncCIis0tLS8sxV9Lhw4dx/vx5tGnTRpmgiikpKcng8ePHj7FmzRq0aNHCqMUmQJ6g+8yZMzh27JhRt6s2jx8/xvLlyzF79mwWm4iIiIiIjIw9nIjI7CIjI9GhQwe8/PLLCAoKwpUrV7B06VJ4eXnh4sWL8PPzUzrEQqtbty7atGmD6tWr48GDB1ixYgX+/fdfHDhwAK1atVI6PCIiIiIiIrPiHE5EZHY+Pj5o0KABli9fjqioKLi5uaFbt26YN2+eVRabAKBr1674+eef8c0330CSJNSvXx8rVqxgsYmIiIiIiFSJPZyIiIiIiIiIiMioOIcTEREREREREREZFQtORERERERERERkVCw4ERERERERERGRUalu0nCtVot///0XHh4evA02ERERGRBCID4+HkFBQdBo+Hc5IiIiW5acnIzU1FSjbtPR0RHOzs5G3aa1Ul3B6d9//0VwcLDSYRAREZEFu3PnDsqUKaN0GERERGQiycnJqFChAu7fv2/U7ZYsWRIREREsOkGFBScPDw8AwK1bt+Dt7a1sMBZEq9UiKioKAQEB/ItuFjwuOfGY5I7HJScek9zxuOTOUo5LXFwcgoOD9dcLREREZJtSU1Nx//593LkTAU9PT6NsU76OqIDU1FQWnKDCgpNuGJ2np6fR3lS2QKvVIjk5GZ6envwClAWPS048JrnjccmJxyR3PC65s7TjwmH3RERE6sDagOmoruBERERERERERCRL/+/HWNsiHeX/hEhERERERERERDaFPZyIiIiIiIiISKXYw8lUWHAiIiIiIiIiIpViwclUOKSOiIiIiIiIiIiMij2ciIiIiIiIiEilMmC8nkkZRtqObWDBiYiIiIiIiIhUikPqTIVD6oiIiIiIiIiIyKjYw4mIiIiIiIiIVIo9nEyFPZyIiIiIiIiIiMio2MOJiIiIiIiIiFSKPZxMhQUnIiIiIiIiIlKpDBjv7nK8S11WHFJHRERERERERERGxR5ORERERERERKRSGTDeUDj2cFBOsDAAAJ87SURBVMqKPZyIiIiIiIiIiMio2MOJiIiIiIiIiFSKk4abCgtORERERERERKRSLDiZCofUERERERERERGRUbGHExERERERERGpFHs4mQoLTkRERERERESkUrxLnalwSB0RERERERERERkVezgRERERERERkUpxSJ2psIcTEREREREREREZFXs4EREREREREZFKsYeTqbDgREREREREREQqxYKTqXBIHRERERERERERGRV7OBERERERERGRSrGHk6ko2sPp6NGj6NGjB4KCgiBJErZu3frM1xw+fBj169eHk5MTKleujFWrVpk8TiIiIiIiIiKyRRnILDoV9yejUHu+e/cuXn75Zfj5+cHFxQW1a9fG2bNn9c8LITBt2jSUKlUKLi4u6NChA65fv26wjejoaAwaNAienp7w9vbGiBEj8PTp08IfBhNQtOCUkJCAOnXqYNGiRQVaPyIiAt26dUPbtm0RHh6O8ePH49VXX8XevXtNHCkRERERERERkXHExMSgefPmcHBwwO7du3Hp0iV8/vnn8PHx0a/zySef4KuvvsLSpUtx6tQpuLm5ITQ0FMnJyfp1Bg0ahL/++gv79u3Djh07cPToUbz22mtKpJSDokPqunTpgi5duhR4/aVLl6JChQr4/PPPAQDVq1fH77//ji+++AKhoaGmCpOIiIiIiIiIbJIyQ+o+/vhjBAcHY+XKlfplFSpU0LeFEFiwYAGmTJmCXr16AQC+//57lChRAlu3bsWAAQNw+fJl7NmzB2fOnEHDhg0BAAsXLkTXrl3x2WefISgoyEh5FY1VzeF04sQJdOjQwWBZaGgoxo8fn+drUlJSkJKSon8cFxcHANBqtdBqtSaJ0xpptVoIIXhMsrHU43LnTiwSEwv2y8zV1R7BwV5G258QAunpT+Hv71+s7ZgiTmMp6PHNGnNh3iumOA6WuM2CHJOs+zDWe8DU28yusPvQHZfbt58gKSn3btfGOmfG/vxnZ8w4S5f2KNbvW2PFaWm/74mIiMg2bd++HaGhoXjhhRdw5MgRlC5dGm+++SZGjhwJQB7hdf/+fYMaiJeXF5o0aYITJ05gwIABOHHiBLy9vfXFJgDo0KEDNBoNTp06hT59+pg9r6ysquB0//59lChRwmBZiRIlEBcXh6SkJLi4uOR4zdy5czFjxowcy6OiopCammqyWK2NVqtFbGwshBDQaHjzQh1LPC5RUQmYPv0wUlIKVnBycrLHjBltEBDgZpT9SRJQsaIrevZMgLe3C5yc7Aq07WfFXdw4jaUwxzdrzAV9r5jiOBhzm1FRCUhJycCTJ8lYvPhMvtt8881G8PZ2/u9xzvdBbsdEt30AOfZRkG3mF7O5tpnbsSjM8U1OTsfjxzFYvvwvJCWZ9pxlzb+guT9rm0WNM+u2s79f5TgbwskpHVFRCQgMdDd6nAV9H8THxxc4FyIiIrIFxu/hpOvoouPk5AQnJyeDZX///TeWLFmCCRMm4IMPPsCZM2cwbtw4ODo6YujQobh//z4A5FoD0T13//59BAYGGjxvb28PX19f/TpKsqqCU1FMnjwZEyZM0D+Oi4tDcHAwAgIC4O3trVxgFkar1UKSJAQEBFhMYcUSmPq4FKU3QkzMY5w7Fw9HRw2cnPL/CKekpCM1NQn29p4IDPQrUozZ95eRkYGUlAzs3HkIWi3g5uaAnTtfKlbcxojTWAp6fLPHXND3iimOg7G2eedOLAYO3ISEhDQAQGJiGnx9neHgYGewXlpaBqKj43Du3EH9stzeB9mPSfbtZ90HgAJt81kxm3qb2Y9FUY5vUlIaqld3QVhYHLy9jbPN3M5Z9vNU0M9qQd8Hxnq/6uI8f/4Qqld3we3b6fjlF+PFWdD3q46zs3OBcyEiIiJbYPyCU3BwsMHS6dOn48MPPzRYptVq0bBhQ8yZMwcAUK9ePVy8eBFLly7F0KFDjRSPsqyq4FSyZEk8ePDAYNmDBw/g6emZa+8mIPdKIgBoNBoWVrKRJInHJRemOi63b8eiS5f1Bl9q3dwcsGfPyyhbNu8vWpIkQasFHBzs4eiY/0dYqwWSk1P1ORRF9v1Jkj28ve3h5gYkJaUjPj4NSUkZz9x+fnEbI05jKejxzS3mgrxXCnIcIiOfQJIkAICrq0O+74eCbrMgxzYpKQPx8Wn6QoCHhxMcHe1yrOfoaA8HB3totQKAXHjI632Q9Zhk3z4Ag30UdJv5xWyObWZVlOPr7KyBs7MDSpRwh729cbaZ2znLep4KmvuztlnUOLPK/n7VxQkI2NlpjB5nYd6vABT/HURERETW786dO/D09NQ/zq0mUapUKdSoUcNgWfXq1bFp0yYAcv0DkGsepUqV0q/z4MED1K1bV7/Ow4cPDbaRnp6O6Oho/euVZFUFp6ZNm2LXrl0Gy/bt24emTZsqFBFR0SUmpiEhIfPLUkpKOhIS0pCYmPbsFyvM3l6OWasFh6YakUYjITExDaNG7dQvK0gRsiAiImL07WcVsZyc7OHsnP9/D9m/2BfmfZDX9q1lm8Xl5GQPBwcNHBzsIITxtvms/Av7WTVV/rlxdLSDJCFH76SCMPX7lYiIiGyd8Xs4eXp6GhScctO8eXNcvXrVYNm1a9dQrlw5APIE4iVLlsSBAwf0Baa4uDicOnUKb7zxBgC5RvLkyROEhYWhQYMGAICDBw9Cq9WiSZMmRsqp6BQtOD19+hQ3btzQP46IiEB4eDh8fX1RtmxZTJ48GXfv3sX3338PABg1ahS+/vprvPfee3jllVdw8OBB/PTTT9i5c2deuyCyeFm/LPFLkLo5OtqhVCl3g54YxS1CmrKIRURERERk/TJgvIJT7jeEyc3bb7+NZs2aYc6cOejfvz9Onz6Nb775Bt988w0AuVf4+PHjMXv2bFSpUgUVKlTA1KlTERQUhN69ewOQe0R17twZI0eOxNKlS5GWloYxY8ZgwIABit+hDlC44HT27Fm0bdtW/1g319LQoUOxatUq3Lt3D7dv39Y/X6FCBezcuRNvv/02vvzyS5QpUwbLly9HaGio2WMnIjKFwvTEuH07FomJaQa9l3LbnrGLWEREREREVDyNGjXCli1bMHnyZMycORMVKlTAggULMGjQIP067733HhISEvDaa6/hyZMnaNGiBfbs2WMw5+S6deswZswYtG/fHhqNBv369cNXX32lREo5KFpwatOmDUQ+4wlWrVqV62vOnTtnwqiIiIyvIMWhwm6vc+e1BhMme3nlHBsOcDgREREREVHeMlCYnknP3lbBde/eHd27d8/zeUmSMHPmTMycOTPPdXx9fbF+/fpC7ddcrGoOJyKyLroiCwCjFVqsUWGKQwWVfQ4wL6/cJ0wmIiIiIiJSgqoLTlm/DAMFuxsUERVM9iIL8OxCi64oZWufRVMWh8w5sTMRERERke0x/qThJFPtt5R//olF//47Cn1LeiKlGHtIlqllL7IAyLPQkn1ia1v9LLI4RERERERkaVhwMhXVfvNJSsqw2lvSk23LrZePKYZkmUtBb1mum9ian0UiIiIiIiLrp9qCkw5vSU+WIr9ePmqYrydrPvwsEhERERGReWTAeD2TjDX5uG1QfcGJyFIUpJcPh2RZHl2PNCEE0tMTEBiocEBERERERFQIHFJnKvzmSmRB2MvHemTvkabRAPXqeeCLL3xRrpyPwtEREREREREpiwUnIqIiyNojDQDS0tKRkpKOxET+VYOIiIiIyHqwh5OpsOBERFREWXukaTQKBkJERERERGRhWHAiIiIiIiIiIpViDydTYcGJiIiIiIiIiFSKBSdT4SAQIiIiIiIiIiIyKvZwIiIiIiIiIiKVyoDxeiZlGGk7toE9nIiIiIiIiIiIyKjYw4mIiIiIiIiIVCodgN0z1yr4tkiHBSciIiIiIiIiUikWnEyFQ+qIiIiIiIiIiMio2MOJiIiIiIiIiFSKPZxMhQUnIiIiIiIiIlIp3qXOVFhwIiIiIpO7fTsWiYlpiIiIUToUIiIiIjIDFpyIKFf8ckhExnL7diw6d16LhIQ0AEBiYhq8vJwUjoqIiIgIkHs3GWt6aw6py4oFJyLKgV8OiciYEhPTkJCQBkdHDZyc7OHl5QRHR2PNlUBERERElogFJyLKgV8OicgUnJzs4ezMSw8iIiKyJOzhZCq86iOiPPHLIRERERER2TYWnEzFWEeViIiIiIiIiIgIAHs4EREREREREZFqZfz3Y6xtkQ4LTkRERERERESkUhkw3lA4Fpyy4pA6IiIiIiIiIiIyKvZwIiIiIiIiIiKVSgcgGXFbpMMeTkREREREREREZFTs4UREREREREREKsUeTqbCghMRERERERERqRQLTqbCIXVERERERERERGRU7OFERMUWERGjb7u6OqBsWS8FoyEiIiIiIioo9nAyFRaciKjINBoJiYlpGDVqp36Zm5sD9ux5WcGoiIiIiIiICioDxis4ZRhpO7aBBSciKjJHRzuUKuUOrVYAAFJS0pGQkIbExDSFIyMiIiIiIiIlseBERMXi6Ghn8Dg1NVWhSIiIiIiIiArLmMPgOKQuK04aTkRERERERERERsUeTkRERERERESkUuzhZCosOBERERERERGRSrHgZCocUkdEREREREREREbFHk5EREREREREpFIZFrot68eCExERERERERGpVDoAYaRtseCUFYfUERERERERERGRUbGHExERERERERGpFHs4mQp7OBERERERERERkVGxhxMRERERERERqRR7OJkKC05EREREREREpFIsOJkKh9QREREREREREZFRsYcTEREREREREalUBozXw0lrpO3YBvZwIiIiIiIiIiIio2IPJyIViIiIAQC4ujqgbFkvhaMhIiIiIiKyFOzhZCrs4URkwzQaCYmJaRg1aidCQ9eic+e1uH07VumwiIiIiIiILES6kX8K5sMPP4QkSQY/1apV0z+fnJyM0aNHw8/PD+7u7ujXrx8ePHhgsI3bt2+jW7ducHV1RWBgIN59912kpxc8BlNjDyciG+boaIdSpdyh1QqkpKQjISENiYlpSodFRERERESkejVr1sT+/fv1j+3tM0s0b7/9Nnbu3ImNGzfCy8sLY8aMQd++fXHs2DEAQEZGBrp164aSJUvi+PHjuHfvHoYMGQIHBwfMmTPH7LnkhgUnIhvn6Ginb6empioYCRERERERkaVJh/EGfxVuSJ29vT1KliyZY3lsbCxWrFiB9evXo127dgCAlStXonr16jh58iSef/55/Prrr7h06RL279+PEiVKoG7dupg1axbef/99fPjhh3B0dDRKRsXBIXVEREREREREpFLKDKkDgOvXryMoKAgVK1bEoEGDcPv2bQBAWFgY0tLS0KFDB/261apVQ9myZXHixAkAwIkTJ1C7dm2UKFFCv05oaCji4uLw119/FfYgmAR7OBERERERERERGUlcXJzBYycnJzg5ORksa9KkCVatWoWQkBDcu3cPM2bMQMuWLXHx4kXcv38fjo6O8Pb2NnhNiRIlcP/+fQDA/fv3DYpNuud1z1kCxXs4LVq0COXLl4ezszOaNGmC06dP57v+ggULEBISAhcXFwQHB+Ptt99GcnKymaIlIiIiIiIiItuRAeP1bsoAAAQHB8PLy0v/M3fu3Bx77dKlC1544QU899xzCA0Nxa5du/DkyRP89NNPJs3WnBTt4fTjjz9iwoQJWLp0KZo0aYIFCxYgNDQUV69eRWBgYI71169fj0mTJuG7775Ds2bNcO3aNQwbNgySJGH+/PkKZEBERERERERElOnOnTvw9PTUP87euyk33t7eqFq1Km7cuIGOHTsiNTUVT548Mejl9ODBA/2cTyVLlszRYUd3F7vc5oVSgqI9nObPn4+RI0di+PDhqFGjBpYuXQpXV1d89913ua5//PhxNG/eHC+99BLKly+PTp06YeDAgc/sFUVERERERERElJPx53Dy9PQ0+ClIwenp06e4efMmSpUqhQYNGsDBwQEHDhzQP3/16lXcvn0bTZs2BQA0bdoUFy5cwMOHD/Xr7Nu3D56enqhRo0ZxDojRKFZwSk1NRVhYmMEkWBqNBh06dNBPgpVds2bNEBYWpi8w/f3339i1axe6du1qlpiJiIiIiIiIyJYoM2n4xIkTceTIEURGRuL48ePo06cP7OzsMHDgQHh5eWHEiBGYMGECDh06hLCwMAwfPhxNmzbF888/DwDo1KkTatSogcGDB+P8+fPYu3cvpkyZgtGjRxeowGUOig2pe/ToETIyMnKd5OrKlSu5vuall17Co0eP0KJFCwghkJ6ejlGjRuGDDz7Icz8pKSlISUnRP9ZN3iWEgEYDaDSAJEHfFkJAqy3crQxtgVarVW3u+THlccn+Hswq+/sxv3ULqjDv8fz2J0mZP/ntI+vjwsSs9GexqMdat35ucRdnm3kdC2vYZvbPT2G2X9D3gbVsM7ft5rVtY31WrW2bumNi7DgLGzf/HyQiIiJz+OeffzBw4EA8fvwYAQEBaNGiBU6ePImAgAAAwBdffAGNRoN+/fohJSUFoaGhWLx4sf71dnZ22LFjB9544w00bdoUbm5uGDp0KGbOnKlUSjlY1V3qDh8+jDlz5mDx4sVo0qQJbty4gbfeeguzZs3C1KlTc33N3LlzMWPGjBzLExKeoEYNF7i4OMDBQYO0NHskJdkhISEGDx9mmDoVi6PVahEbG/vfBbzic8lbDFMel4SEOIP3YFbZ34/5rVtQhXmP57c/SQJKlXIAAPxXV8p1HwCKFLPSn8WiHuv0dHv4+2v+i9vwC2tRt5nfsbCGbWb//BRm+wV9H1jLNrNu19XVIc/PUFG3+axYrWGbkgQEBtohKcnFqHEWNu74+PgCb4uIiIhsQTqAIv5VP4dcLu7ysGHDhnyfd3Z2xqJFi7Bo0aI81ylXrhx27dpV4H2am2IFJ39/f9jZ2ekntdLJOglWdlOnTsXgwYPx6quvAgBq166NhIQEvPbaa/jf//6Xa0Fg8uTJmDBhgv5xXFwcgoOD4ebmjUuXkuDhkQEnJ3ukpKQjPj4Vbm4+CAz0M2Km1kGr1UKSJAQEBLDglIUpj0tMjJ3BezCr7O/H/NYtqMK8x/Pbn64nwY0bqTm+LGfdB4Aixaz0Z7GoxzotLR1JSXb/xe1vlG3mdyysYZvZPz+F2X5B3wfWss2s2/XyyoCDgybXz1BRt/msWK1hm5IkF4MuX04yapyFjdvZ2bnA2yIiIiIbILSFqRM9Y1tG2o6NUKzg5OjoiAYNGuDAgQPo3bs3APnLyYEDBzBmzJhcX5OYmJjjS7+dnR2AzCE82Tk5OeU6flGSJGi1gFYr/4VZ15YkSbUFF13uas0/L6Y6Ltnfg1llfz/mt25BFeY9/qz9CZH5k9c+sj4uTMxKfxaLeqx16+cWd3G2mdexsKZt6j4/hdl+Qd8H1rLN3Lab22eouNs0RZzm3Kbu/2NjbrOwcfP/QCIiIiLjUHRI3YQJEzB06FA0bNgQjRs3xoIFC5CQkIDhw4cDAIYMGYLSpUtj7ty5AIAePXpg/vz5qFevnn5I3dSpU9GjRw994YmIiIjo/9u78/AmqrYN4He6JN0LBbphFzZlp0gFCipbpSyyfCCishREVKRsBWURy6JYhVeosrpBQUF54RVERBbLJgoIRQRFkKVQBNqC0IUW2pLk+yOddJImadJMmra5f9eVi2Yyc84zk0noPH3OGSIiIiKzqEoeUrVFWnZNOA0dOhQ3b95EQkICMjIyEBERgZ07d2onEk9PT9f5S+Ps2bMhk8kwe/ZsXLt2DfXq1UO/fv2wYMECe+0CkU2lpd3R+ZeIiIiIiIioOrD7pOFxcXFGh9Dt379f57mLiwvmzJmDOXPmVEJkRPbj5CRDQUExXn31e+2ygoJi+PpWjdtbEhERERER1QjKkodUbZGW3RNORFSWXO6MoCAvqFSlE5P4+iogl3PoKBERERERkWSYcLIZJpyIqigml4iIiIiIiKi6YsKJiIiIiIiIiBwTJw23GSaciIiIiIiIiMgxcUidzTiVvwoREREREREREZH5WOFERERERERERI6JQ+pshhVOREREREREREQkKVY4EREREREREZFjUkG6uZdY4aSDCSciIiIiIiIickycNNxmrBpSV1hYKFUcRERERERERERUQ1iUcPrhhx8QGxuLhg0bwtXVFR4eHvDx8UGXLl2wYMECXL9+3VZxEhERERERERFJSyXxg7TMSjht2bIFDz/8MF588UW4uLhg+vTp+Oabb7Br1y589tln6NKlC3788Uc0bNgQr776Km7evGnruImIiIiIiIiIqIoyaw6nhQsXYsmSJejduzecnMrmqJ599lkAwLVr17B06VJ8+eWXmDJlirSREhERERERERFJiXM42YxZCafDhw+b1Vj9+vXx3nvvWRUQEREREREREVGlYMLJZqyaNJyIiIiIiIiIiEifRQmnM2fO4LXXXkPbtm0RFBSEoKAgtG3bFq+99hrOnDljqxiJiIiIiIiIiKTHScNtxqwhdYDmDnUDBw7Eo48+igEDBiAgIAAAkJmZiT179uDRRx/Ft99+i5iYGJsFS1QTpKfnoKCgGGlpd+wdChERERERkWPjkDqbMTvhNGPGDEyfPh3z588v89rcuXMxd+5cvP7660w4EZmQnp6DXr2+RH5+MQCgoKAYvr4KO0dFREREREREJC2zh9T9/fffGDZsmNHXn3/+eZw/f16SoIhqqoKCYuTnF0Mud4K3txxBQV6Qy53tHRYREREREZFjUkO64XTqSo69ijM74RQeHo7vv//e6Ovff/89wsLCJAmKqKZTKFzg5ubCZBMRERERERHVSGYPqZs/fz5eeOEF7N+/H9HR0TpzOKWkpGDnzp3YsGGDzQKV2pUr2fYOgYiIiIiIiIjsiXM42YzZCachQ4agfv36+Oijj/DBBx8gIyMDABAYGIioqCjs378fUVFRNgtUalOn7kZBgTPnzyEiIiIiIiJyVEw42YzZCScA6NSpEzp16mSrWCqVq6sT588hIiIiIiIiIrIBixJONYlC4cxkExEREREREZEjEyb8lqot0jJ70nCx1157Dbdu3SrzMxERERERERFRtaGU+EFaFUo4ffnll8jNzS3zMxERERERERERUYWG1KnVaoM/ExERERERERFVG5w03GYqVOFERERERERERERkjMNOGk5EREREREREDo6ThtsME05ERERERERE5JhUkG4oHBNOOjikjoiIiIiIiIiIJFWhCieZTGbwZyIiIiIiIiKiaoND6myGd6kjIiIiIiIiIsfEu9TZTIUSTnl5eQZ/JiIiIiIiIiIi4qThREREREREROSYWOFkM2YlnE6dOmV2g61bt65wMEREREREREREVP2ZlXCKiIiATCaDWq0ud5JwpZIpPSIiIiIiIiKqBjhpuM04mbNSWloaLl26hLS0NPzvf/9DgwYNsGLFCvz222/47bffsGLFCjRq1Aj/+9//bB0vEREREREREZE0lBI/SMusCqewsDDtz0OGDMFHH32EPn36aJe1bt0aISEheOuttzBw4EDJgyQiIiIiIiIiourD4knDT58+jQYNGpRZ3qBBA5w5c0aSoIiIiIiIiIiIbI6ThtuMWUPqxJo1a4bExEQUFRVplxUVFSExMRHNmjWTNDgiIiIiIiIiIptRo3QeJ2sf6kqOvYqzuMJp1apV6NevHx566CHtHelOnToFmUyG7777TvIAiYiIiIiIiIioerE44dS+fXtcunQJ69evx9mzZwEAQ4cOxQsvvABPT0/JAyQiIiIiIiIisgkOqbMZixNOAODp6YmXX35Z6liIiIiIiIiIiKgGsHgOJwD44osv8PjjjyM4OBhXrlwBACxZsgTffvutpMEREREREZF0wsPDMXfuXJv3I5PJkJycbNM+Ro0ahfDw8Apt27VrV3Tt2rXc9fbv3w+ZTIb9+/dXqB9T5s6dC5lMJnm7hujvr7BfmzdvrpT+rXmviGxOqvmbhAdpWZxwWrlyJeLj49G7d2/cuXMHSqWmZqx27dpISkqSOj4iIiIiIrKhrl27QiaTGXw0bdpUkj6SkpLQqVMnPPnkk2jdujW2bdtW7jbh4eFG47p//74kcUklOTlZJz43NzcEBwcjJiYGH330EfLy8iTp5/r165g7dy5OnjwpSXtSqsqxEZmklPhBWhYPqVu6dCk+/fRTDBw4EO+99552eWRkJKZNmyZpcEREREREZHsPPfQQEhMTyyz39fWVpP2nn34aEydOhJOTE7Zu3YqhQ4fizp07cHNzM7ldREQEpk6dWma5XC7Hp59+CpWqapUTzJ8/Hw0aNEBxcTEyMjKwf/9+TJ48GYsXL8a2bdu0N10CgNmzZ2PGjBkWtX/9+nXMmzcP4eHhiIiIMHu73bt3W9RPRZiKrSq+V0RkexYnnNLS0tC2bdsyyxUKBfLz8yUJioiIiIiIKo+vry+GDx9us/YbN26s/VmtVsPZ2dms7erXr280LienCs0OYlO9e/dGZGSk9vnMmTOxd+9ePP300+jfvz/++usvuLu7AwBcXFzg4lKhKXXNVlBQAA8PD8jlcpv2Ux5XV1e79k9kUhWZNPy9997DzJkzMWnSJO3osfv372Pq1Kn4+uuvUVhYiJiYGKxYsQIBAQHa7dLT0zFu3Djs27cPXl5eiI2NRWJios2/X8xh8bd0gwYNDJZJ7ty5E82aNZMiJiIiIiIiqkL27dsHmUyGLVu2lHltw4YNkMlkOHz4cLntXLt2DRMmTMC7775bbnVTeQzNC6RSqZCUlIQWLVrAzc0NAQEBeOWVV3Dnzp1y2/vnn38wcOBAeHp6wt/fH1OmTEFhYaFVMQJA9+7d8dZbb+HKlSv48ssvtcsNzeG0Z88ePP7446hVqxa8vLzwyCOPYNasWQA08y499thjAIDRo0drh+8Jc2V17doVLVu2RGpqKp588kl4eHhotzU2Z5VSqcSsWbMQGBgIT09P9O/fH1evXtVZJzw8HKNGjSqzrbjN8mIz9F7l5+dj6tSpCAkJgUKhwCOPPIL//Oc/UKvVOuvJZDLExcVh69ataNmyJRQKBVq0aIGdO3caPuBE1dCxY8fw8ccf61RBAsCUKVPw3XffYdOmTThw4ACuX7+OQYMGaV9XKpXo27cvioqK8Msvv2Dt2rVITk5GQkKCWf0WFhbi4MGD+OKLL/Dxxx/jm2++QVpammT7ZXHKKz4+HuPHj8f9+/ehVqvx66+/4quvvkJiYiI+++wzyQIjIiIiIqLKoVQqcevWrTLL3d3d4enpia5duyIkJATr16/H//3f/+mss379ejRq1AhRUVEm+/j333/Ru3dvDB48GBMnTjQrruLi4jJxeXh4wMPDw+D6r7zyCpKTkzF69GhMnDgRaWlpWLZsGX777Tf8/PPPRitt7t27hx49eiA9PR0TJ05EcHAwvvjiC+zdu9esOMszYsQIzJo1C7t378bYsWMNrvPnn3/i6aefRuvWrTF//nwoFApcuHABP//8MwCgWbNmmD9/PhISEvDyyy/jiSeeAAB06tRJ24ZwjJ977jkMHz5cpwrCkAULFkAmk2H69OnIyspCUlISoqOjcfLkSW0lljnMiU1MrVajf//+2LdvH8aMGYOIiAjs2rULr7/+Oq5du4YlS5borH/o0CF88803eO211+Dt7Y2PPvoIgwcPRnp6OurUqWN2nEQGSTnZdwXauXv3LoYNG4ZPP/0U77zzjnZ5Tk4OPv/8c2zYsAHdu3cHAKxZswbNmjXDkSNH0LFjR+zevRtnzpzBjz/+iICAAERERODtt9/G9OnTMXfuXKPVjT///DM+/PBDfPfddyguLoavry/c3d1x+/ZtFBYWomHDhnj55Zfx6quvwtvbu0KHAqhAwumll16Cu7s7Zs+ejYKCArzwwgsIDg7Ghx9+iOeee67CgRARERERkX2cPXsW9erVK7P8lVdewapVqyCTyTB8+HAsXrwYOTk52rmdbt68id27d+PNN9802f6tW7cQHR2NPn366MwDW57du3eXiWvOnDkG77R36NAhfPbZZ1i/fj1eeOEF7fJu3bqhV69e2LRpk85ysU8++QR///03/vvf/2LIkCEAgLFjx6JNmzZmx2rKQw89BF9fX1y8eNHoOnv27EFRURF++OEH1K1bt8zrAQEB6N27NxISEhAVFWVwqGFGRgZWrVqFV155xay4bt++jb/++kt7Qfnoo4/i2Wefxaeffmp2UtDc2MS2bduGvXv34p133tGeO+PHj8eQIUPw4YcfIi4uDo0aNdKu/9dff+HMmTPaZd26dUObNm3w1VdfIS4uzuw4iQyy85C68ePHo2/fvoiOjtZJOKWmpqK4uBjR0dHaZU2bNkVoaCgOHz6Mjh074vDhw2jVqpVOcjkmJgbjxo3Dn3/+aXA6pP79++PEiRN44YUXsHv3bkRGRuokmC9duoSffvoJX331FRYvXox169bhqaeesnzHUIGEEwAMGzYMw4YNQ0FBAe7evQt/f/8KdU5ERERERPYXHh6OTz/9tMzyhx56SPvzyJEjkZiYiM2bN2PMmDEAgI0bN+LBgwflJhgmTZqEv//+G7Vq1dIOw1qzZg0aNGhgcrsOHTroXIABQMOGDQ2uu2nTJvj6+uKpp57SqYpq164dvLy8sG/fPqMJpx07diAoKAjPPPOMdpmHhwdefvllvPHGGyZjNJeXl5fJu9XVqlULAPDtt99i9OjRFZqjSqFQYPTo0WavP3LkSJ3qhWeeeQZBQUHYsWOHRQknS+3YsQPOzs5l+pg6dSo2b96MH374QSeRFB0drZOAat26NXx8fHDp0iWbxUhkjdzcXJ3nCoUCCoWizHpff/01Tpw4gWPHjpV5LSMjA3K5XPvdIAgICEBGRoZ2Hf1KRuG5sI6+vn374n//+5/Ris+GDRuiYcOGiI2NxZkzZ3Djxg3DO2kGq2aRMlXOSkRERERE1YOnp6fOX9ENadq0KR577DGsX79em3Bav349OnbsqDMpuCHr16+vUFx169YtNy7B+fPnkZOTY/SP4VlZWUa3vXLlCho3blxmTqVHHnnE/GDLUd4f6ocOHYrPPvsML730EmbMmIEePXpg0KBBeOaZZ8xOPtWvX9+iCcKbNGmi81wmk6Fx48a4fPmy2W1UxJUrVxAcHFxmqI4wJ/CVK1d0loeGhpZpo3bt2mbNzUVULhWkq3AqGVIXEhKis9hQZebVq1cxadIk7Nmzx+o57SxhbgUkADRv3hzNmzevcF8WJ5wyMzMxbdo0pKSkICsrq8ykbkqlVO8UERERERFVJSNHjsSkSZPwzz//oLCwEEeOHMGyZcvsHRYAzYTh/v7+RpNbhoYMVpZ//vkHOTk5JhNz7u7uOHjwIPbt24fvv/8eO3fuxMaNG9G9e3fs3r3brDv7WTLvkrn0k3ACpVJp9t0GrWWsH/1rUaIKscEcTlevXoWPj492saHqptTUVGRlZeHRRx/VLlMqlTh48CCWLVuGXbt2oaioCNnZ2TpVTpmZmQgMDAQABAYG4tdff9VpNzMzU/uavVmccBo1ahTS09Px1ltvISgoyOgXEBERERER1SzPPfcc4uPj8dVXX+HevXtwdXXF0KFD7R0WAKBRo0b48ccf0blzZ4sTL2FhYfjjjz+gVqt1rm/OnTsnSWxffPEFAM3cKqY4OTmhR48e6NGjBxYvXox3330Xb775Jvbt24fo6GjJr73Onz+v81ytVuPChQs6d8qqXbs2srOzy2x75coVneGNlsQWFhaGH3/8EXl5eTpVTmfPntW+TlSd+fj46CScDOnRowdOnz6ts2z06NFo2rQppk+fjpCQELi6uiIlJQWDBw8GoPlOSk9P196kISoqCgsWLEBWVpa2gnLPnj3w8fGxqjIpNjYWV69etfrGCRYPDD506BDWr1+PcePGYeDAgRgwYIDOg4iIiIiIaqa6deuid+/e+PLLL7F+/Xr06tXL4ATX9vDss89CqVTi7bffLvPagwcPDCZNBH369MH169exefNm7bKCggJ88sknVse1d+9evP3222jQoAGGDRtmdL3bt2+XWRYREQFAc+tyQDP0EYDJfbHEunXrdOaV2rx5M27cuIHevXtrlzVq1AhHjhxBUVGRdtn27dtx9epVnbYsia1Pnz5QKpVlquOWLFkCmUym0z+RzSklfpjJ29sbLVu21Hl4enqiTp06aNmyJXx9fTFmzBjEx8dj3759SE1NxejRoxEVFYWOHTsCAHr27InmzZtjxIgR+P3337Fr1y7Mnj0b48ePN1hVZa769etLkvi1uMIpJCSEpYtERERERDVITk4OvvzyS4Ov6U8IPnLkSO3k2oaSO/bSpUsXvPLKK0hMTMTJkyfRs2dPuLq64vz589i0aRM+/PBDnUnBxcaOHYtly5Zh5MiRSE1NRVBQEL744guL56v94YcfcPbsWTx48ACZmZnYu3cv9uzZg7CwMGzbts3kPC3z58/HwYMH0bdvX4SFhSErKwsrVqzAQw89hMcffxyAJvlTq1YtrFq1Ct7e3vD09ESHDh3KnXzdGD8/Pzz++OMYPXo0MjMzkZSUhMaNG2Ps2LHadV566SVs3rwZvXr1wrPPPouLFy/iyy+/1JnE29LY+vXrh27duuHNN9/E5cuX0aZNG+zevRvffvstJk+eXKZtIke1ZMkSODk5YfDgwSgsLERMTAxWrFihfd3Z2Rnbt2/HuHHjEBUVBU9PT8TGxmL+/PlW9fvuu+9aGzqACiSckpKSMGPGDHz88ccIDw+XJAgiIiIiIrKff/75ByNGjDD4mn7CqV+/fqhduzZUKhX69+9fGeGZbdWqVWjXrh0+/vhjzJo1Cy4uLggPD8fw4cPRuXNno9t5eHggJSUFEyZMwNKlS+Hh4YFhw4ahd+/e6NWrl9n9JyQkAADkcjn8/PzQqlUrJCUlYfTo0WUmyNbXv39/XL58GatXr8atW7dQt25ddOnSBfPmzYOvry8AwNXVFWvXrsXMmTPx6quv4sGDB2bd7c+YWbNm4dSpU0hMTEReXh569OiBFStW6CTaYmJi8MEHH2Dx4sWYPHkyIiMjsX37dkydOlWnLUtic3JywrZt25CQkICNGzdizZo1CA8Px6JFi8q0S2RzNpjDqaL279+v89zNzQ3Lly/H8uXLjW4TFhaGHTt2WNexjZiVcKpdu7bOmNz8/Hw0atQIHh4eZW6lZ6gU1JTly5dj0aJFyMjIQJs2bbB06VK0b9/e6PrZ2dl488038c033+D27dsICwtDUlIS+vTpY1G/RERERERU9gKnPE5OTnBxcUG/fv1semel8u6UlpycbHD52LFjdSp0DDG0z6Ghofj222/LLDdndMeoUaMwatSoctcTmzt3rs5dq7p3747u3buXu13//v0NJvpMvY/6r3Xt2lW7X88991y51Qzx8fGIj48vtz9jsRl6r7y8vLB48WIsXrzYZN/Gjr+t76RHDsTCoXDltlWNvPjiiyZfX716tVXtm5VwSkpKsqoTYzZu3Ij4+HisWrUKHTp0QFJSEmJiYnDu3DmDtwwtKirCU089BX9/f2zevBn169fHlStXdGZsJyIiIiIi29m6dStu3ryJkSNH2jsUIiKywp07d3SeFxcX448//kB2drZZCfDymJVwio2NtbojQxYvXoyxY8di9OjRADQlsN9//z1Wr16NGTNmlFl/9erVuH37Nn755RdtZRWH9RERERER2d7Ro0dx6tQpvP3222jbti26dOli75CIiKznwBVOW7ZsKbNMpVJh3LhxksylZvEcTjt27ICzs3OZW3ru3r0bSqXS7DsKFBUVITU1FTNnztQuc3JyQnR0NA4fPmxwm23btiEqKgrjx4/Ht99+i3r16uGFF17A9OnT4ezsbHCbwsJC7V0dACA3N7ekL0B8504nJ81DrVZDpZJqAGf1oVKpHHbfTZH6uKjVau25JvFdbctlyTluKk6ZrPRhqg/xc0v21d6fxYq+R8L6huK2pk1jx6I6tKn/+bGkfXPPg+rSpqF2jbUt1We1urUpHBOp47Q0bv4/SGTcypUr8eWXXyIiIsLocDYiomqnCs3hVBU4OTkhPj4eXbt2xRtvvGFVWxYnnGbMmIH33nuvzHKVSoUZM2aYnXC6desWlEolAgICdJYHBATg7NmzBre5dOkS9u7di2HDhmHHjh24cOECXnvtNRQXF2POnDkGt0lMTMS8efPKLG/UyA3u7nLt8+JiF9y754z8/DvIyqpmaUkJqFQq5OTklPwC72TvcKoMqY9Lfn4umjd3h7u7K1xdK/c4W3KOm4pTJgOCgjQVhvpD6sV9AKjQvtr7s1jR9+jBAxfUretUErfu/zQVbdPUsagObep/fixp39zzoLq0KW7Xw8PV6Geoom2WF2t1aFMmA/z9nXHvnrukcVoat/j24EQ1kTXz3iQnJ5udaOJdrYmIqq+LFy/iwYMHVrdjccLp/PnzaN68eZnlTZs2xYULF6wOyBSVSgV/f3988skncHZ2Rrt27XDt2jUsWrTIaMJp5syZOhPc5ebmIiQkBBcv3oebW+mE54WFD5CXVwRPz9rw969j0/2oilQqFWQyGerVq8eEk4jUx+XOHWecOXMP3t5KKBQWf/ysYsk5bipOoZLgwoWiMhfL4j4AVGhf7f1ZrOh7VFz8APfuOZfEXVeSNk0di+rQpv7nx5L2zT0Pqkub4nZ9fZVwdXUy+BmqaJvlxVod2pTJNMmgv/66J2mclsZtywmQiYiIqApSQbqhcNWswkn/ZgBqtRo3btzA999/L8nUShZf8fr6+uLSpUtl5k66cOECPD09zW6nbt26cHZ2RmZmps7yzMxMBAYGGtwmKCgIrq6uOsPnmjVrhoyMDBQVFUEul5fZRqFQQKFQlFmuUun+ZVml0jxkMpnDJlyEfXfU/TdGyuMik8m051pl/+HPknO8vDjV6tKHsT7Ezy3ZV3t/Fiv6HgnrG4rbmjaNHYvq1Kbw+bGkfXPPg+rSpqF2DX2GrG3TFnFWZptqtfRtWho3/w8kIiIiR/Hbb7/pPHdyckK9evXwwQcflHsHO3NYnHAaMGAAJk+ejC1btmgnkbpw4QKmTp1q8BaYxsjlcrRr1w4pKSkYOHAgAM1fw1NSUhAXF2dwm86dO2PDhg1QqVTaXwj//vtvBAUFGUw2EREREREREREZ5cBzOO3bt8+m7VuccFq4cCF69eqFpk2b4qGHHgIA/PPPP3jiiSfwn//8x6K24uPjERsbi8jISLRv3x5JSUnIz8/X3rVu5MiRqF+/PhITEwEA48aNw7JlyzBp0iRMmDAB58+fx7vvvouJEydauhtEREREZIBKpcL169fh7e2trVglIiKqLGq1Gnl5eQgODq6cymMHvkudrVVoSN0vv/yCPXv24Pfff4e7uztat26NJ5980uLOhw4dips3byIhIQEZGRmIiIjAzp07tROJp6en65xgISEh2LVrF6ZMmYLWrVujfv36mDRpEqZPn25x30RERERU1vXr1xESEmLvMIiIyMFdvXpVW+RClWvWrFnIyMjA6tWrrWrH4oTTunXrMHToUPTs2RM9e/bULi8qKsLXX3+NkSNHWtReXFyc0SF0+/fvL7MsKioKR44csagPIiIiIjKPt7c3AMAdAOubiHRJWWthycgbS/p1Ln8Vi/uydL9VRn4WExeCWBpzRYtIzO1HiiIVQ3056LzUFlMDuIfS/49sjhVOZVy7dg1Xr161uh2LE06jR49Gr1694O/vr7M8Ly8Po0ePtjjhRERERERVhzCMTgYmnIj0SfmZsKQtW61r7vaWJpzE93IwFo/MjHWMqeg+mrudFO+zoTakOn8c5bu50oZ1O/AcTsasXbtWknYsTjip1WqDb/w///wDX19fSYIiIiIiIiKqTMaSKoYqVSr7fpb6MYifWxI3YF4BhrORn50MLDNG3I9Kb5l+DBW5RtdvQ4o2Bfr7V5GiFSkKXWpI7oIcmNkJp7Zt20Imk0Emk6FHjx5wcSndVKlUIi0tDb169bJJkEREREREREREknPwIXX5+fk4cOAA0tPTUVRUpPOatTdoMzvhNHDgQADAyZMnERMTAy8vL+1rcrkc4eHhGDx4sFXBEBERERGR46nsiiHAdJWOoXhMVRmZ2q6icRirYjKn4sjUvpVXGWQsDuFf/T7Lq3YSVzUZq3Qyp5LHUJwqA68bqqwy1YY5fQn7bCpOW+QZnMrpk8hav/32G/r06YOCggLk5+fDz88Pt27dgoeHB/z9/Ssv4TRnzhwAQHh4OIYOHQo3NzerOiYiIiIiIiIisisHrnCaMmUK+vXrh1WrVsHX1xdHjhyBq6srhg8fjkmTJlndvtkJp19//RXt2rVDbGyswdcLCwvx7bff4tlnn7U6KCIiIiIiqpnKqwKypDqnIm2YisHUdsZes6Qt/WXlVS7pL9evMhIvM9W2wNKKIEPtGap4Mha7CoCrXj/iKidjFU6G3mdXA8v019WvoNJ/7mqkbf0YjM3h5Kz3XLytre60xyqnSqCGdAdZXf4qVcnJkyfx8ccfw8nJCc7OzigsLETDhg2xcOFCxMbGYtCgQVa1b3bVZ1RUFP7991/tcx8fH1y6dEn7PDs7G88//7xVwRARERERERERke25urrCyUmTFvL390d6ejoAwNfXF1evXrW6fbMrnNRqtcnnxpYRERERORKVSoUDBw7gp59+wpUrV1BQUIB69eqhbdu2iI6ORkhIiL1DJLILU3/pNrc6xNIqEnP6N7dNYxUp+tUvAqFgwtR8UCoDr5s6TsqSbcVtK/Ve01/XUKzin8uretJX0TmdTPVtzrxS5rxPQjWQc0kb4uflxaR/3A1VPBmrdNKv6pIaq5xszIGH1LVt2xbHjh1DkyZN0KVLFyQkJODWrVv44osv0LJlS6vbNzvhZA6ZTCZlc0RERETVxr179/DBBx9g5cqVuH37NiIiIhAcHAx3d3dcuHABW7duxdixY9GzZ08kJCSgY8eONonj4MGDWLRoEVJTU3Hjxg1s2bJFe/MXInsylFwR2OoaTZxo0L9gF2Ixp29zLvaLjbQvjqVY9LP+OoaGzukzZ3iKJUk5U8PR9H821U95+2OsT3G/pvqsSKLRnCRWRScrt0V7pjDZZGMqSHeQq9mb9e677yIvLw8AsGDBAowcORLjxo1DkyZNsHr1aqvblzThREREROSoHn74YURFReHTTz/FU089BVfXsjOOXLlyBRs2bMBzzz2HN998E2PHjpU8jvz8fLRp0wYvvvii1XMvEBERUc0VGRmp/dnf3x87d+6UtH2LEk5nzpxBRkYGAM3wubNnz+Lu3bsAgFu3bkkaGBEREVF1snv3bjRr1szkOmFhYZg5cyamTZumnSdBar1790bv3r1t0jaRtQz98d+cqh1bFA2IK02cYX7liaWxCPsnroAyZ4JvQ+tZWh0jRWVQRffX3BgqUvFjzdDKivapz1bVTJb2QRJw4CF1tmZRwqlHjx468zQ9/fTTADRD6dRqNYfUERERkcMqL9kk5urqikaNGtkwGiIiIqKyevXqhblz55Y7tD8vLw8rVqyAl5cXxo8fX6G+zE44paWlVagDIiIiIkd0//59nDp1CllZWVCpdP9O3b9/fztFVVZhYSEKCwu1z3Nzc+0YDTkiW1ZxmNt2ZcegP6G4saII/XmhrI3T1ATm5jJVwGFoni79fTDWtyWFIcbatLbyqSJsWdDCycIriYNVOA0ZMgSDBw+Gr68v+vXrh8jISAQHB8PNzQ137tzBmTNncOjQIezYsQN9+/bFokWLKtyX2QmnsLCwCndCRERE5Eh27tyJkSNHGpxyQCaTQamsOr+RJiYmYt68efYOg4iIyD4cbNLwMWPGYPjw4di0aRM2btyITz75BDk5OQA0v6M0b94cMTExOHbsmEXV24Zw0nAiIiIiiU2YMAFDhgxBQkICAgIC7B2OSTNnzkR8fLz2eW5uLkJCQuwYEVHVY05lkDlzUQHGr0fNSUObcxc4Sxhqz9Ad5wwR74e5d7YT049f/zYLFb0LnDmqTsq/fOL3oRrkMqiaUCgUGD58OIYPHw4AyMnJwb1791CnTh2DNz2pKCaciIiIiCSWmZmJ+Pj4Kp9sAjS/dCoUCnuHQUREZB8ONqTOEF9fX/j6+kreLhNORERERBJ75plnsH//frtMDH737l1cuHBB+zwtLQ0nT56En58fQkNDKz0eIlsxt6LIWuJKHCe9ZYZeM7QdYN7d34xdq5qKwVBf5rZrqG39Cidz21bpPRcvM8bUe1heBZWx100R1rPk3LG0qsjWczoJWO1E1QETTkREREQSW7ZsGYYMGYKffvoJrVq1KlOePnHiRJv1ffz4cXTr1k37XBguFxsbi+TkZJv1SyQ1Y0kBc4eSSTXhsqEkk7mJJ3MmxS4v8SROADlDNylkKBZDxEma8pJaxvZNf78MJZb0C0VM7ZuxIYnmDNUT74e5iSclyg7bMxajuK3yEof67ZjzPkiByScJmfpgVKQt0mLCiYiIiEhiX331FXbv3g03Nzfs378fMplM+5pMJrNpwqlr165Qq9U2a5+IiKhGcbBJwyuTpAmn7t27o1u3bpg6dSo8PDykbJqIiIio2njzzTcxb948zJgxA05OlTXwh6h6MfeTYapipLwqKP1KHIEU14SGqpsMvW7suaHl4iFfKtHPgKY6xxm6VU6GKpwMHROhgEP4V/hZzNwhdMb221CFj/CzuBrJWGVTee+ZuC3xfouLU0ydU64wbxijofdAPw5DlVfmVByZU/FGVJNI+htQaGgoUlJS0LRpUymbrVRpaXdw9uwtpKfn2DsUIiIiqqaKioowdOhQJpuIiIiqOqXEj2okNjYWBw8etFn7klY4CfMC5ObmStlspXBykqGgoBivvvo9AMDT0xU7dw5HaKj0M7UTERFRzRYbG4uNGzdi1qxZ9g5FcvopNEsrRazdnqouc+eUsSQNa2xuJJXev+LXDVUWGZrvxxRzJu8W1inWW0cch6n5f/TnY9KvQBLiFa+jH794nqFiA22K1ysueehXOOnPzSSso0+/ukrcv6FtDMWgP1WOuD39eaDEz/XPA/FrptoEyr/+N1Z1ZM65Yul5ZQv8DpWAAw+py8nJQXR0NMLCwjB69GjExsaifv36krVvkzmcfHx8bNGsTcnlzggK8oJKpUZh4QPk5xejoED/vw8iIiKi8imVSixcuBC7du1C69aty0wavnjxYjtFRkRERKSxdetW3Lx5E1988QXWrl2LOXPmIDo6GmPGjMGAAQPK/P5iKckSTpmZmfj444+RkJAgVZOVTi4vzW8XFRXZMRIiIiKqzk6fPo22bdsCAP744w87R1MxCgAyaP5YK/wJzgml88gIFRPiO2fBwPrCuuL5XYRfX4tF2xiq9DDE3PUMbSf0b8l2jsySu2DpVy1V5A5xhuYU0p+vR389/eoV8TbidVRG1geMV+IYas/QfD/6VTbCOa5feaNfvSRH6edJ3N59AzEI5628ZFmx3jbifXEStQ3R+kXQrXIS1hfP/VRsIE7h8ymH4c+78F2gH7PcwHr6nz39doX90W9PfBzE6xk69uLjJNDfJ/19F+i3p3+nOkPVUMZucGbuXFjWjMDi95hEpBwKV82G1AFAvXr1EB8fj/j4eJw4cQJr1qzBiBEj4OXlheHDh+O1115DkyZNKtS2ZAmnjIwMzJs3r1onnIiIiIiksG/fPnuHYDVvaJJO9wFkQ3Nh4wagFjQXsnkA8kvW9UTphXN+yWvOJeu7QnPxmF/ShmtJG04l6xWUrOuN0ov0/JJ+hQtd4aLKVa/NIpRNPhhLXrmi9MJW/6JbYGxbQ4kzoGxSxdhQMWOTM5sz7KwiF5TWbKvfhvi5qSQgYNmEyObeal4/2aS/jaFja+xC39D7Vx4heSTEIU6oiJMtxt5j8bpFKJuccBW1f7/kYSh5I6wL6CY69NvUT3YJx6IIQGFJ+8I2+uuJkyzitoWkUBFKEzni+MRtivdL6ENY39B+CfEJ7Qr9Cp9RMUPx6q9XDN33S0yJsm3qJ8+E9QydW4bOK5WBdYX29JNbMLCOeDtT55Ahpr6LiCrixo0b2LNnD/bs2QNnZ2f06dMHp0+fRvPmzbFw4UJMmTLF4jbNTjidOnXK5Ovnzp2zuHMiIiIiR3LlyhUsWrQIy5Yts3co5eoOoBGACwB+gibp1KZkuQeA4wCOQnNx1wFAIDTJoBMAfi9Z/iiAMABXStbNBtAcwOPQXIAdL1nfD0AnAMHQJKCOAThTEocnSi/E/QA0BeALIBPANZReYMqhSWBll8ThV7L9bWguYOsDaAjNhVkmgOsly4UqB6GqxBOa5FcRgJySf91K2leiNMkmJK9UJds66a0nvrAVX4wLSTOgNGnmLHqu1FtHSLwJyw21D+gmFwwlgMQX+6aSMmKm5kwSt6E/Z5ESugkZMXPm1zFUASOsK7RtaH2hf1e915yhOc7iuMTVevpxCD+7AqgHzXkpJDuyoTnPAN0KPf1KJegt008eCUkqj5L25QAyStoW2lWg9DyTl6wrbFsM3QSVQDgPxZQoTTYJiV9FyXpuonXE54jQrlNJv94oTTrpV0EJySz9CkjhOOoneYXzWHx8xEkaYd+E46qfwHGCbrKpGLrnhHB+CedBod764s+KGzSfeaGyTAXDyS5xZZf4s2AoMWUq+WQogSkcU33CeWpouX774p+ZeKoAB65wKi4uxrZt27BmzRrs3r0brVu3xuTJk/HCCy9op0rasmULXnzxRdsmnCIiIiCTyaBWq8u8JiyXyWQWB0BERERU03Tr1s3g70U3btzAjRs3KiXhtHz5cixatAgZGRlo06YNli5divbt25u9/Ye+gM9wAGuAFwo0iaFJAJ5+CUA94FIiMAFAAIDVTgD6APADTqwDXi9Z/ikAz2cBbAFGFAO/ABgNIDYagDewY4tm3TYAVgFwjgZwCVhySZMQ8gbwCICbmsVoVbJ9EwB7AWyH5nf7etAkvC4BOFvy/LGS/Thasn0HAM9Cc3G5C8ABaJJbvtBc/N6E5sKvITSJtlwAf0CTBKij2TXkl6wHaKq0vKFJEGSWLAsoWVZQsly4SBVXg9UreagA/FuyrqtovfslbdQrWf9mybbFJcvFCThh6JA4ASVOVgGlF7VC1RhQNikD0XLAcGWGcEEuLNOvINFfJq6QEdMfFiVeR+hXf1+EWO+jbMJKSE4AmsSIsL6hSiJxVZs42SIk/gRCYsUNmvOhEzTHPh+ac+IySpMq2ShNyNQqaSsbusNNhYSPkAxyQ+l7XQuaJKxbyfPrJbF6AAgpaVdIhAjnm5CUEifgxIkboWrKUFJQOBZ1UJpIEyoN81D2WtkNms9WYMnzf0X7p0983t5G6TkvTAheUBJHLZSey8J5KUxWLk7iCAk/4XgJ7Ynpv5/C50I41sWi9cTJKXGVmAdKzyNjeQchLnGCTlguMKdqCdCtahMSdsboJ50MJbcsmSCdjFDBYScNDwoKgkqlwvPPP49ff/0VERERZdbp1q0batWqVaH2zU44+fn5YeHChejRo4fB1//880/069evQkEQERER1ST6v7AplUpcunQJFy5c0N7V15Y2btyI+Ph4rFq1Ch06dEBSUhJiYmJw7tw5+Pv7m9fIEgCjxwJ9PsVTfTUXkE8HAPi0PYBwNPzlv/A7oEkWYTWA2IYAWuLRq9sQsk+z3HMVgFdGA/vXYEA34CqA5wFgJwDnAPQJzMT8TM2FtfNEAC8DOAo0H6O5sGsF4P8AnIcmSfQIgAEA0BK4+YdmWS1oElCPQXNxWgxNVdXTKE3i/A7NRf1T3gA8gOuZwGloLnjDoLn4vVSybgQ0FVi3oblAzocm2RSC0soWAAgv6S8DpdUgQmIqD6UXlXJo9kW4aKwHTRJDuPDNK4lDSBRkl+xTSMn6wgVkfkk7wtBDQPeiuqBkXeFCXrhwFicchEohoboF0K28ElemFOstF5JcQnWMJ0orh8TDrsTzc5WXcCoStSm8JmxbLNpfIZEgJN48oUkSiIdwqqBJHtYSxZsP3eSa8D4JQzi9UZogEt4z4djli9YT2hViFNYTD18LgOb9FxKNQvzC6zdL+g+GJnlzE5rElUCcJKoFzXnSqmTZ1ZJ23UTrCAlAIdHiDd2kgzgx54rSyiLPkvWFxKcSmnNH4CbaVkhy+pUcAyFJJh62Jh5SWAuaz8V96CZdhXNNiKcWdIfmFoj2Q5xcEaq/3EqOQa5ejEKOwAml72cOShO5wlBfoLRySVhXSMLmlvRjqBpNobePhqqpBMJ5UV7eQogDKHv8TG1jSnkJLiJTlixZgiFDhsDNTb82slStWrWQlpZWofbNTji1a9cO169fR1hYmMHXs7OzDVY/ERERETmaJUuWGFz+2WefYdmyZRg2bJhN+1+8eDHGjh2L0aNHAwBWrVqF77//HqtXr8aMGTPMa6Q5AEwFYj5Fc5RUODQBNCmfuoD3f3EfgA+gKQHBJACPAE22wWlfyZC2aABYDXT9HZE4oRk6FAbA+QUAYUCjRCCz5AJMGNviXFrJ8Ag0Q/gCoUk6eQPaMhZhbilhszBotrsETbLmkZI2AqC5cHQFtFeV4iRJLWhivYnSaqmGKK1YES5ChWobIdEgDLUSEgvii0jhX2H9IpQmq4Rl4u28S2IRqp2EChehDTeUHhPxsCKhLeECX+hXXN0iJB98Sl5XlOyXG0orb4TlQjzFoniFBFcBNMcbomMmThgIF9w+JT8LCSrxMRGOkXDBLiT0hGoWz5LlQtWLZ0k/niV9Z5S0EYjS6pwClA6tFCrdAM37mY3Sah4hVmEeIiFBlA3NuXWzZL8alvR3DaXnxHVoEpA3oalmExIuQqIQJW0JCSy3kuPwEEqreFDSfzA0w0KFyrUCaJIptUr2WYgtBJpzuqAkvmyUVht5onTYmys0SZ4wlCbaMlFahSQkTYSESjFKK7KEhGw2St/DOiWv30dpMlRI0AjHQC7aX/GQPiHpIx5GJiSYxEP0xNVlwue4DkoTYEIFl5Dskpe8B+LPmLfomArP66C0clBIOLqhNLEJlFZ2KUuOe07JfvlCt7pJgdLzprikTWFYoqHLcv3hgaYSP+JKOxhYtyLzMTHRZCVD43+taasa2bdvHwYOHFgm4ZSfn48JEyZg9erVVrVvdsLp1VdfRX6+oUJGjdDQUKxZs8aqYIiIiIhqsh49emDChAk27aOoqAipqamYOXOmdpmTkxOio6Nx+PDhMusXFhaisLBQ+zw3t6SOoC+AN5sC3wFHoLkoPHoI6DD2TUAJ7NiuqRJyAzC6F4D/mwR4Aqc/0cy/5AogdhiARTJgu2ZIXjGAA1eALq9sADyBX37RXMAeAnBgIRC5EDgHYB00F4v5AC5Cs04xNO1+XAB4H9cMpzuH0iSNBzQXjnnQXEj+WLI/V6C5qNwLQHlbs+wANEPvhIocn5Jt7gM4WbJdHjQVKNnQnftGuGgWqk6ExEZeSaxCxZMSpZU4QmIF0Fw4C1U9/6J0KI8zSi/8AU3iTKh4Eip7hKor8XCeYlEbwhAv4Wf9eaPcoDsfUiF0E1lCe0UorfAREgTCMCWI/hXWFw+dEpIx+lVL+pVTQsz39dYTEm5CHEKiQkhsKaGbvEDJPgmxZJes8y9KEyZCYkh/KF42NMdUOGau0CQ4hERDAYB/oJnHTKgEykdpEk449kKcwnuYV9JOAUoraYQhYUIFjjB3lzBETTjGrqKfr0KTPLoE3fdefJx9UFqtBJQO8RTiECfGhH1HSXsZJfEIx6yWaH3xUEahb+Gc9xW1J8QrJI4uiX4WD5UUPqMoeV0494XqNHGyR0h8CkkupWg9MSHJKbSZL+qrsCQGIQknDJ0LQGnCSVyJdb+kPeGbUPi8CIkkcTJWeA/EyV/xvE6G8g3686op9V4TvzeG8h6GqqrEzM1xcJ4nI8RfcFK0VY2sXbsW7733Hry9vXWW37t3D+vWrau8hNP//d//mXy9du3aiI2NtSoYIiIiopps79696Natm037uHXrFpRKJQICAnSWBwQE4OzZs2XWT0xMxLx588osf+NfoEO8ptJjHzT/vg+g42ea36cPQJNsOQbg9UvAQx9oLpr2QpPkKQAw5yjQ4UlNkmU7NBejywCc/ESTJNiL0gvj+SgdjnYGmgvAQ9BcPOeVbJsPzUWvc8m/BShN4GSidKJvV2iqQpxLXheqSf4p2bcMlCZUhESDcDGfB00iS4nSC3eg9OJVuNjMhmYfhItrIYEiXCBDFItwcYuSfoR1hItXoe37onYKRMvEkwoL7Qg/O+u9Lk4AiRNOwvC+XOhe9AoX9kJVlAq6iSFhW3EBwG3oVqiIh8UJ6wvEF9LiO6qJkwxC4uK2gf3JRGkiQNh3IVEhnp9KSEAJ8y8VonQeppsorXQRjoswfEt/7iJhrqT70JwnN0uOmXgoFFA615L+ciHZV4DS97CoZN+EY3WzZF1h6Jf4GLiW9JsNzecor2RbIUEG0fEQjqeQkFKK2heG8DlDd54wYT+F91j83gmVPML5I7wmtJsvWu8mSpNA4qF2OaL9F9rI1mtPOF5Cu8Lwvdt6xzCv5BgIQxyFfRdeF7eTIzqWKlGb+onP26JlBaLl+kPlhLjFw94E+kklcWLNVCLH2cjPYsZyFcI+6e8PDDxnMonMkZubC7VaDbVajby8PJ0KJ6VSiR07dpg/BN8EsxNORERERGSeQYMGlVmWmZmJo0ePolu3bjqvf/PNN5UZWhkzZ85EfHy89nlubi5CQkKQAk1VklCNIFyYC/clzkbphee3KL2Avw3NxWERgI3QzLMkXAQLw3SEZJBwIV0ITbWUcAEvXFyehyaxJAwfKkLpxbqQfBD6ykbpRNVCokm4OBUurLNLthEuRJ1K2hMnWvL1+hAncgTO0E3qGLvQLIbuRb6wTIhdWC5OIqlE64i3Ven9K97e2Ovi9cRtipcbuoAV9snZwGuA7t3o9Pddv5JDPw5jF8PiuZ0MtStsL7yeD91kgP6xEB9bIbEgTgzoxyROPIjPQ3HSBaJ1skX96ycchDmWikTrCOeSeLii8Fx/H1XQJFAA3bvr6fcrrkoTzlkh4SjErRK1I0406p+3QsziSjLh8yReV1gvx8B+lNZJ6rYpJJ/E56F4f4X9EdoT+hRXwIkLUIRjIn5PhPMBKPv+CoTjJ06cid97ld664qRmeckkU6/pDzE0xNQQO0PLDX3mzMFklBHGStMq2lY1UKtWLchkMshkMjz88MNlXpfJZAb/GGWpCiWcvvrqK/Tv3x+enp46PxMRERER4Ovra3CZoV/qpFa3bl04OzsjMzNTZ3lmZiYCAwPLrK9QKKBQKMosv4PSIUHCxXIBdBMwwsXuv9AdqiS+CBYqHoSkQC5KqxrE1RXii0txBYJ4mbjSQJxgEVcyCOvoX1wbugYQlouTEeIkgLELPGMXqcbaN7S8POZc/1hyXaOfuNJ/bqhCQpxgENNPpBm6+BW/B4b6019fnDwxtq6YoQSTsaSf/ntsrIpEONfEw7T0hz6Jt1fBcKzCeydOGhaLlgvVNMbOryIDy4T+xYkWISEkTmSI+4JomX4/+skm8ftZLHrd2P6Jk2nlnYf6d2EzdPz190t/HUOfOUMJSVPE+ydOJAn0h8aZ02Z59JNBhpJO1vYhfh+rSa6DqoB9+/ZBrVaje/fu+N///gc/Pz/ta3K5HGFhYQgODra6nwolnF555RV06NABDRs21PmZiIiIiGDXeS3lcjnatWuHlJQUDBw4EACgUqmQkpKCuLg4s9spRNlKE/1KEqD0AtpYIkh/uX5yCHqvi4mHuVia2LHkwsvYhb+521R15uyfLZabm1iryPqGzkNz1je0njiRpJ/wEn7Wr1QrLylW3uvlbSdmqCpGiE2cqDPVhrhP4XX9ZIihZIuhOI0lL8XEn1vxz8aSTabaN6SiCSGl3r+mWPMZN1V1ZKpva/qsTt9JVY64hE6KtqqBLl26AADS0tIQGhoKmUxmk34qlHAS342Od6YjoqoqPT0HBQWaX8E8PFwRGlq24oCISCpqtdpmv7BZKj4+HrGxsYiMjET79u2RlJSE/Px87V3riIiIqISDDak7deoUWrZsCScnJ+Tk5OD06dNG123durVVfXEOJyKqkdLTc9Cr15fIz9cknDw9XbFz53AmnYjIZlq0aIGEhAQMGjQIcrnc6Hrnz5/H4sWLERYWhhkzZtgklqFDh+LmzZtISEhARkYGIiIisHPnzjITiZuiXzUhXm7OMnPWtbQChqxTU4+llEMP9ec6sqZNc+blMbWduLJJv9LP2DxFpoYs6ldpCcT9GKtCEr9uaJiluC/9di09VuVtY2ouJHMYGkZaEVIVxAhq6ueTqp6IiAhkZGTA398fERERkMlkBguJZDIZlErrSraYcCKiGqmgoBj5+cWQyzW/DuTnF2urnYiIbGHp0qWYPn06XnvtNTz11FOIjIxEcHAw3NzccOfOHZw5cwaHDh3Cn3/+ibi4OIwbN86m8cTFxVk0hK4y8cKKrGGr88dQMsXc4Z/G2pKKoTmZLD0Oxi4byxuCVxEVTQiZ26c1l8BVba6jqhSLw3KwIXVpaWmoV6+e9mdbYsKJiGo0hULzNVdUpD9lJRGRtHr06IHjx4/j0KFD2LhxI9avX48rV67g3r17qFu3Ltq2bYuRI0di2LBhqF27tr3DJSIYn8dIrKKVSrZIJFQ02VSZLE022WNfDOUWLInD2txEVX7/HJKDJZzCwsIM/mwLTDgRERERSejxxx/H448/bu8wiMgC5tw9zJZJAqmHZwmsqbSqyHbWDHUrj9RVYxVlTQxMNFFVs3btWtStWxd9+/YFALzxxhv45JNP0Lx5c3z11VdWJ6SqwmeWiIiIiIiIiKjyqVE6cbi1j2p2T7V3330X7u7uAIDDhw9j2bJlWLhwIerWrYspU6ZY3T4rnIiIiIiIyOHZ6nb1+ir6F/+qPlKnvOoma+O3daWEOXM7sVqDapqrV6+icePGAICtW7fimWeewcsvv4zOnTuja9euVrdfoc/MDz/8gPr165f5mYiIiIiIqCaxV7JJqfeoaDyVMYzL1smm8voWP6zhVM7DnDiM4XC6Kkz/w2btw0wrV65E69at4ePjAx8fH0RFReGHH37Qvn7//n2MHz8ederUgZeXFwYPHozMzEydNtLT09G3b194eHjA398fr7/+Oh48eGB2DF5eXvj3338BALt378ZTTz0FAHBzc8O9e/fM3xkjKlThJJ6XgHMUEBERERERmWbP6hhbzn9kbbJJiMtUQsaS2J3N6FNqtpy7iiqBEoBMwrbM9NBDD+G9995DkyZNoFarsXbtWgwYMAC//fYbWrRogSlTpuD777/Hpk2b4Ovri7i4OAwaNAg///yzpiulEn379kVgYCB++eUX3LhxAyNHjoSrqyveffdds2J46qmn8NJLL6Ft27b4+++/0adPHwDAn3/+ifDwcEv3vgxWBRIRERHVEAsWLECnTp3g4eGBWrVq2TscIrKBil7A2aPCxpLET0UriwyxVwKoqg97pKqlX79+6NOnD5o0aYKHH34YCxYsgJeXF44cOYKcnBx8/vnnWLx4Mbp374527dphzZo1+OWXX3DkyBEAmoqkM2fO4Msvv0RERAR69+6Nt99+G8uXLzf7Dt3Lly9HVFQUbt68if/973+oU6cOACA1NRXPP/+81ftoVoWTn58f/v77b9StWxe1a9eGTGY8/Xf79m2rgyIiIiKqzrp3744uXbpgzpw5Osvv3LmDwYMHY+/evTbpt6ioCEOGDEFUVBQ+//xzm/RB5GjMqcAxtw17K6/SyVSixtJkiiMlXxxpX2skYcJvqdoCkJubq7NYoVBAoVAY3UypVGLTpk3Iz89HVFQUUlNTUVxcjOjoaO06TZs2RWhoKA4fPoyOHTvi8OHDaNWqFQICArTrxMTEYNy4cfjzzz/Rtm3bcsOtVasWli1bVmb5vHnzyt3WHGYlnJYsWQJvb28AQFJSkiQdExEREdVU+/fvx+nTp/Hbb79h/fr18PT0BKBJCB04cMBm/Qq/ICYnJ9usDyIiohrFBkPqQkJCdBbPmTMHc+fOLbP66dOnERUVhfv378PLywtbtmxB8+bNcfLkScjl8jLVygEBAcjIyAAAZGRk6CSbhNeF18yVnZ2NX3/9FVlZWVCpSjNvMpkMI0aMMLsdQ8xKOMXGxhr8mYiIiIgM+/HHH/HKK6+gY8eO+O677ySZC4GIpGXLuY1syZw7qhljbJ/LG4ZmbG4kpeh1GFnH0XHCcMdz9epV+Pj4aJ8bq2565JFHcPLkSeTk5GDz5s2IjY216R+m9H333XcYNmwY7t69Cx8fH53RbFIknMz+fn3w4AEKCwt1lmVmZmLevHl44403cOjQIasCISIiIqpJgoKCcODAAbRq1QqPPfYY9u/fb++QDCosLERubq7Og8jeKjp3T1VkbD+kvLuataTo38IbdEnGXv1SDaKS+AFo7zwnPIwlnORyORo3box27dohMTERbdq0wYcffojAwEAUFRUhOztbZ/3MzEwEBgYCAAIDA8vctU54LqxTnqlTp+LFF1/E3bt3kZ2djTt37mgfUkyXZPb3+NixYzFx4kTt87y8PDz22GNYvnw5du3ahW7dumHHjh1WB0RERERU3Ql/IVQoFNiwYQMmTZqEXr16YcWKFRa3NWPGDMhkMpOPs2fPVjjWxMRE+Pr6ah/6wwCIKltNSjSZSjaZs6wy6PdrzWTd9lTBO9MTVSkqlQqFhYVo164dXF1dkZKSon3t3LlzSE9PR1RUFAAgKioKp0+fRlZWlnadPXv2wMfHB82bNzerv2vXrmHixInw8PCQdkdKmDWkDgB+/vlnncmk1q1bB6VSifPnz8PX1xfTp0/HokWLtLfRIyIiInJUarVa5/ns2bPRrFmzCk1NMHXqVIwaNcrkOg0bNrS4XcHMmTMRHx+vfZ6bm8ukEzkMc5Mqlg6JqmiyxtiwtcqiH7c1Q/eIqg0bzOFkjpkzZ6J3794IDQ1FXl4eNmzYgP3792PXrl3w9fXFmDFjEB8fDz8/P/j4+GDChAmIiopCx44dAQA9e/ZE8+bNMWLECCxcuBAZGRmYPXs2xo8fb3KCcrGYmBgcP37cqt8jTDE74XTt2jU0adJE+zwlJQWDBw+Gr68vAM3cTmvWrJE+QiIiIqJqJi0tDfXq1dNZNnjwYDRt2hTHjx+3qK169eqVaUtK5d05h4iIqEZTQbpMrwUZ2qysLIwcORI3btyAr68vWrdujV27duGpp54CoLl5m5OTEwYPHozCwkLExMToVEo7Oztj+/btGDduHKKiouDp6YnY2FjMnz/f7Bj69u2L119/HWfOnEGrVq3g6uqq83r//v3N3yEDzE44ubm54d69e9rnR44cwaJFi3Rev3v3rlXBEBEREdUEYWFhBpe3aNECLVq0sFm/6enpuH37NtLT06FUKnHy5EkAQOPGjeHl5WWzfomkJExqXRUqayoSgzVD0cy95rX22FRksnT92MQxVLfhd5WlKpzDVHV9/vnnJl93c3PD8uXLsXz5cqPrhIWFWTW10dixYwHAYJJKJpNBqbQuE2d2wikiIgJffPEFEhMT8dNPPyEzMxPdu3fXvn7x4kUEBwdbFQwRERERVVxCQgLWrl2rfd62bVsAwL59+9C1a1c7RUVkucq6ULdFP/ptGkrGWHIJZ6tjISSdyotF/LqxWEzFKGUyytxjYesEGBNJNYwK0g2pq2Ynh0pl24DNTjglJCSgd+/e+O9//4sbN25g1KhRCAoK0r6+ZcsWdO7c2SZBEhEREVH5kpOTkZycbO8wiEikKl9/6sdWGQm4ylCVjzlRVXX//n24ublJ2qbZCacuXbogNTUVu3fvRmBgIIYMGaLzekREBNq3by9pcERERERERERENiPlTP3V7BaJSqUS7777LlatWoXMzEz8/fffaNiwId566y2Eh4djzJgxVrVvdsIJAJo1a4ZmzZoZfO3ll1+2KhAiIiIiIiIiokrlwAmnBQsWYO3atVi4cKF2PicAaNmyJZKSkqxOOJk1vPXIkSNmN1hQUIA///yzwgEREREREREREZFtrVu3Dp988gmGDRsGZ2dn7fI2bdrg7NmzVrdvVsJpxIgRiImJwaZNm5Cfn29wnTNnzmDWrFlo1KgRUlNTrQ6MiIiIiCqfWq3W/MsHH3zwwQcfdnoA0P5/ZHMqiR/VyLVr19C4ceMyy1UqFYqLi61u36whdWfOnMHKlSsxe/ZsvPDCC3j44YcRHBwMNzc33LlzB2fPnsXdu3fxf//3f9i9ezdatWplURDLly/HokWLkJGRgTZt2mDp0qVmzQf19ddf4/nnn8eAAQOwdetWi/okIiIiorLy8vIAAPfsHAcRETm2vLw8+Pr62r4jBx5S17x5c/z0008ICwvTWb5582btnW6tYVbCydXVFRMnTsTEiRNx/PhxHDp0CFeuXMG9e/fQpk0bTJkyBd26dYOfn5/FAWzcuBHx8fFYtWoVOnTogKSkJMTExODcuXPw9/c3ut3ly5cxbdo0PPHEExb3SURERESGBQcH4+rVq/D29oZMJtV9og3Lzc1FSEgIrl69Ch8fH5v25Wh4bG2Lx9d2eGxtp7ocW7Vajby8PAQHB9s7lBovISEBsbGxuHbtGlQqFb755hucO3cO69atw/bt261u36JJwwEgMjISkZGRVncsWLx4McaOHYvRo0cDAFatWoXvv/8eq1evxowZMwxuo1QqMWzYMMybNw8//fQTsrOzJYuHiIiIyJE5OTnhoYceqtQ+fXx8qvTFT3XGY2tbPL62w2NrO9Xh2FZKZZNABUCqv69UsyF1AwYMwHfffYf58+fD09MTCQkJePTRR/Hdd9/hqaeesrp9ixNOUioqKkJqaipmzpypXebk5ITo6GgcPnzY6Hbz58+Hv78/xowZg59++slkH4WFhSgsLNQ+z83NLekHMPZHOycnzUOtVkOlqmZnTAWpVCqH2l9zSX1c1Gq19vyy8R+Ny7DkvDYVp0xW+jDVh/i5Jfsq1edPvA9Cu9bue3lxy2SG+7CmTWNxV4c29T8/lrRv7nlQXdo01K4U/weZG2t1aFM4JpXxWTXVB/8fJCIiIkfyxBNPYM+ePTZp264Jp1u3bkGpVCIgIEBneUBAgNEZ0Q8dOoTPP/8cJ0+eNKuPxMREzJs3r8zyRo3c4O4uN7hNcbEL7t1zRn7+HWRlVbNBmBWkUqmQk5NT8gu8WXPJOwSpj0t+fi6aN3eHu7srXF0r9zhbcl6bilMmA4KCXAEA+vP4ifsAUKF9lerzJ94HAJLsuykPHrigbl2nkj50L1gr2qapY1Ed2tT//FjSvrnnQXVpU9yuh4er0c9QRdssL9bq0KZMBvj7O+PePXebflbLi1uYv4iIiIgchJR/a6pmf7dq2LAhjh07hjp16ugsz87OxqOPPopLly5Z1b5dE06WysvLw4gRI/Dpp5+ibt26Zm0zc+ZMxMfHa58L41YvXrwPNzdXg9sUFj5AXl4RPD1rw9+/jsF1ahqVSgWZTIZ69eox4SQi9XG5c8cZZ87cg7e3EgpF5X78LDmvTcUpVBJcuFBU5mJZ3AeACu2rVJ8/8T4AkGTfTSkufoB795xL+tD9fqpom6aORXVoU//zY0n75p4H1aVNcbu+vkq4ujoZ/AxVtM3yYq0ObcpkmmTQX3/ds+lntby43dzczG6LrKdQKDBnzhwoFAp7h1Lj8NjaFo+v7fDY2g6PrRFKlN4az1rVLOF0+fJlKJVl/wBXWFiIa9euWd2+XRNOdevWhbOzMzIzM3WWZ2ZmIjAwsMz6Fy9exOXLl9GvXz/tMqH03cXFBefOnUOjRo10tlEoFAY/UCqV4b8sC6+pVIBMJnOo5Iuwv460z+aQ8rjIZDLt+VVZd/kUWHJelxenWl36MNaH+Lkl+yrV50+8D0K7Uuy7qbjVasN9WNOmsbirU5vC58eS9s09D6pLm4baNfQZsrZNW8RZmW2q1ZXzWTXVB/8PrFwKhQJz5861dxg1Eo+tbfH42g6Pre3w2JJg27Zt2p937dqlM2eWUqlESkoKwsPDre7H4oTTpUuX0LBhQ6s7BgC5XI527dohJSUFAwcOBKBJIKWkpCAuLq7M+k2bNsXp06d1ls2ePRt5eXn48MMPERISIklcREREREREROQAHHBInZB/kclkiI2N1XnN1dUV4eHh+OCDD6zux+KEU+PGjdGlSxeMGTMGzzzzjNWl5/Hx8YiNjUVkZCTat2+PpKQk5Ofna+9aN3LkSNSvXx+JiYlwc3NDy5YtdbavVasWAJRZTkRERERERERkkgMOqRNGijVo0ADHjh0ze8oiS1lcN37ixAm0bt0a8fHxCAwMxCuvvIJff/21wgEMHToU//nPf5CQkICIiAicPHkSO3fu1E4knp6ejhs3blS4fSIiIiIiIiIi0pWWlmazZBNQgQqniIgIfPjhh/jggw+wbds2JCcn4/HHH8fDDz+MF198ESNGjEC9evUsajMuLs7gEDoA2L9/v8ltk5OTLeqLiIiIiIiIiAiAQ1Y4iaWkpCAlJQVZWVnayifB6tWrrWq7wjNjuri4YNCgQdi0aRPef/99XLhwAdOmTUNISAhGjhzJqiQiIiIiMmr58uUIDw+Hm5sbOnToYFXFPJWaO3cuZDKZzqNp06b2DqtaOnjwIPr164fg4GDIZDJs3bpV53W1Wo2EhAQEBQXB3d0d0dHROH/+vH2CrYbKO76jRo0qcy736tXLPsFWI4mJiXjsscfg7e0Nf39/DBw4EOfOndNZ5/79+xg/fjzq1KkDLy8vDB48uMyNvMgxzJs3Dz179kRKSgpu3bqFO3fu6DysVeGE0/Hjx/Haa68hKCgIixcvxrRp03Dx4kXs2bMH169fx4ABA6wOjoiIiIhqno0bNyI+Ph5z5szBiRMn0KZNG8TExCArK8veodUILVq0wI0bN7SPQ4cO2Tukaik/Px9t2rTB8uXLDb6+cOFCfPTRR1i1ahWOHj0KT09PxMTE4P79+5UcafVU3vEFgF69eumcy1999VUlRlg9HThwAOPHj8eRI0ewZ88eFBcXo2fPnsjPz9euM2XKFHz33XfYtGkTDhw4gOvXr2PQoEF2jNrOVBI/qpFVq1YhOTkZR48exdatW7Flyxadh7UsHlK3ePFirFmzBufOnUOfPn2wbt069OnTR3sb4QYNGiA5OVmSW+gRERERUc2zePFijB07VnuTmFWrVuH777/H6tWrMWPGDDtHV/25uLggMDDQ3mFUe71790bv3r0NvqZWq5GUlITZs2dr/9C+bt06BAQEYOvWrXjuuecqM9RqydTxFSgUCp7LFtq5c6fO8+TkZPj7+yM1NRVPPvkkcnJy8Pnnn2PDhg3o3r07AGDNmjVo1qwZjhw5go4dO9ojbPtSQbohdVK1U0mKiorQqVMnm7VvcYXTypUr8cILL+DKlSvYunUrnn76aW2ySeDv74/PP/9csiCJiIiIqGYoKipCamoqoqOjtcucnJwQHR2Nw4cP2zGymuP8+fMIDg5Gw4YNMWzYMKSnp9s7pBonLS0NGRkZOuexr68vOnTowPNYQvv374e/vz8eeeQRjBs3Dv/++6+9Q6p2cnJyAAB+fn4AgNTUVBQXF+ucu02bNkVoaCjPXQf00ksvYcOGDTZr3+IKpz179iA0NLRMkkmtVuPq1asIDQ2FXC5HbGysZEESERERUc1w69YtKJVK7R2JBQEBATh79qydoqo5OnTogOTkZDzyyCO4ceMG5s2bhyeeeAJ//PEHvL297R1ejZGRkQEABs9j4TWyTq9evTBo0CA0aNAAFy9exKxZs9C7d28cPnwYzs7O9g6vWlCpVJg8eTI6d+6Mli1bAtCcu3K5HLVq1dJZ16HPXRUAmURtVbMKp/v37+OTTz7Bjz/+iNatW8PV1VXn9cWLF1vVvsUJp0aNGuHGjRvw9/fXWX779m00aNAASqXSqoCIiIiIiKhixEOUWrdujQ4dOiAsLAz//e9/MWbMGDtGRmQZ8bDEVq1aoXXr1mjUqBH279+PHj162DGy6mP8+PH4448/OI9beZRw2ITTqVOnEBERAQD4448/dF6Tyaw/KBYnnNRqw0fw7t27cHNzszogIiIiIqq56tatC2dn5zJ3RMrMzORcLTZQq1YtPPzww7hw4YK9Q6lRhHM1MzMTQUFB2uWZmZnaizeSVsOGDVG3bl1cuHCBCSczxMXFYfv27Th48CAeeugh7fLAwEAUFRUhOztbp8qJ38GOad++fTZt3+yEU3x8PABNlishIQEeHh7a15RKJY4ePcovVyIiIiIySS6Xo127dkhJScHAgQMBaIZ9pKSkIC4uzr7B1UB3797FxYsXMWLECHuHUqM0aNAAgYGBSElJ0V4D5ebm4ujRoxg3bpx9g6uh/vnnH/z77786CT4qS61WY8KECdiyZQv279+PBg0a6Lzerl07uLq6IiUlBYMHDwYAnDt3Dunp6YiKirJHyPbnwBVOtmZ2wum3334DoDmBT58+Dblcrn1NLpejTZs2mDZtmvQREhEREVGNEh8fj9jYWERGRqJ9+/ZISkpCfn6+9q51VHHTpk1Dv379EBYWhuvXr2POnDlwdnbG888/b+/Qqp27d+/qVIalpaXh5MmT8PPzQ2hoKCZPnox33nkHTZo0QYMGDfDWW28hODhYm0gl00wdXz8/P8ybNw+DBw9GYGAgLl68iDfeeAONGzdGTEyMHaOu+saPH48NGzbg22+/hbe3t3ZeJl9fX7i7u8PX1xdjxoxBfHw8/Pz84OPjgwkTJiAqKsox71DnoAYNGmTWet98841V/ZidcBJKrUaPHo0PP/wQPj4+VnVMRERERI5p6NChuHnzJhISEpCRkYGIiAjs3LmzzATMZLl//vkHzz//PP7991/Uq1cPjz/+OI4cOYJ69erZO7Rq5/jx4+jWrZv2uTDiIzY2FsnJyXjjjTeQn5+Pl19+GdnZ2Xj88cexc+dOTjNiJlPHd+XKlTh16hTWrl2L7OxsBAcHo2fPnnj77behUCjsFXK1sHLlSgBA165ddZavWbMGo0aNAgAsWbIETk5OGDx4MAoLCxETE4MVK1ZUcqRViANOGu7r61sp/Vg8h9OaNWtsEQcREREROZC4uDgOobOBr7/+2t4h1Bhdu3Y1On8toJlqZP78+Zg/f34lRlVzlHd8d+3aVYnR1BymjqnAzc0Ny5cvx/LlyyshomrAAYfUVVZex6yE06BBg5CcnAwfH59yS6+sLbkiIiIiIiIiIqLqzayEk6+vr/aWeJVVekVEREREREREZFMOWOFUWcxKOInLrTikjoiIiIiIiIhqBDWYKLIRJ0s3uHfvHgoKCrTPr1y5gqSkJOzevVvSwIiIiIiIiIiIqHqyOOE0YMAArFu3DgCQnZ2N9u3b44MPPsCAAQO0M+ITEREREREREVV1SokfVMrihNOJEyfwxBNPAAA2b96MwMBAXLlyBevWrcNHH30keYBERERERERERFS9mDWHk1hBQQG8vb0BALt378agQYPg5OSEjh074sqVK5IHSERERERERERkC1JWJrHCSZfFFU6NGzfG1q1bcfXqVezatQs9e/YEAGRlZcHHx0fyAImIiIiIiKqSzz//XHsdZEs7d+5EREQEVCqVzfsiclQqiR9UyuKEU0JCAqZNm4bw8HB06NABUVFRADTVTm3btpU8QCIiIiIioqri/v37eOuttzBnzhyb99WrVy+4urpi/fr1Nu+LiEhqFiecnnnmGaSnp+P48ePYuXOndnmPHj2wZMkSSYMjIiIiIiKqSjZv3gwfHx907ty5UvobNWoU58olsiFOGm47FiecACAwMBBt27aFk1Pp5u3bt0fTpk0lC4yIiIiIiMhWbt68icDAQLz77rvaZb/88gvkcjlSUlKMbvf111+jX79+Osu6du2KyZMn6ywbOHAgRo0apX0eHh6Od955ByNHjoSXlxfCwsKwbds23Lx5EwMGDICXlxdat26N48eP67TTr18/HD9+HBcvXqz4zhIR2YHFCaf8/Hy89dZb6NSpExo3boyGDRvqPIiIiIiIiKq6evXqYfXq1Zg7dy6OHz+OvLw8jBgxAnFxcejRo4fR7Q4dOoTIyMgK9blkyRJ07twZv/32G/r27YsRI0Zg5MiRGD58OE6cOIFGjRph5MiRUKvV2m1CQ0MREBCAn376qUJ9EpFpnMPJdiy+S91LL72EAwcOYMSIEQgKCoJMJrNFXERUjaWl3bF3CERERETl6tOnD8aOHYthw4YhMjISnp6eSExMNLp+dnY2cnJyEBwcXOH+XnnlFQCauXFXrlyJxx57DEOGDAEATJ8+HVFRUcjMzERgYKB2u+DgYN4RnMhGeJc627E44fTDDz/g+++/r7Qxy0RUfTg5yVBQUIxXX/0eAFBQUAxfX4WdoyIiIiIy7j//+Q9atmyJTZs2ITU1FQqF8d9d7t27BwBwc3OrUF+tW7fW/hwQEAAAaNWqVZllWVlZOgknd3d3FBQUVKhPIiJ7sXhIXe3ateHn52eLWIiompPLnREU5AVvbzm8veUICvKCXO5s77CIiIiIjLp48SKuX78OlUqFy5cvm1y3Tp06kMlkuHOn/GpupbJsrYOrq6v2Z2GkiKFlKpXuwJzbt2+jXr165fZJRJZTQboJwzmkTpfFCae3334bCQkJzLATkUFyuTPc3Fzg5ubCZBMRERFVaUVFRRg+fDiGDh2Kt99+Gy+99BKysrKMri+Xy9G8eXOcOXOmzGuZmZk6zy9duiRJjPfv38fFixfRtm1bSdojIl2cw8l2LB5S98EHH+DixYsICAhAeHi4TkYeAE6cOCFZcERERERERLby5ptvIicnBx999BG8vLywY8cOvPjii9i+fbvRbWJiYnDo0KEyd6X79ttv8c0336BNmzb4+uuvcebMGfj7++PatWuoX79+hWM8cuQIFAoFoqKiKtwGEZE9WJxwGjhwoA3CICIiIiIiqjz79+9HUlIS9u3bBx8fHwDAF198gTZt2mDlypUYN26cwe3GjBmDyMhI5OTkwNfXV7u8b9++WLhwIX777Td07doVK1aswLRp0/DFF19gxowZFY7zq6++wrBhw+Dh4VHhNojIOE4abjsWJ5zmzJljiziIiIiIiIgqTdeuXVFcXKyzLDw8HDk5OSa3a968Ofr27YsVK1Zg5syZ2uX169fHpk2bdNYVJ60MzQ+lVqvL9C9eduvWLWzevBnHjx8vd3+IiKoai+dwAjS3A/3ss88wc+ZM3L59G4BmKN21a9ckDY6IiIiIiKiqWbRoEby8vGzez+XLl7FixQo0aNDA5n0ROSqpJgyXslKqprC4wunUqVOIjo6Gr68vLl++jLFjx8LPzw/ffPMN0tPTsW7dOlvESUREREREVCWEh4djwoQJNu8nMjISkZGRNu+HyJFJOdk3Jw3XZXGFU3x8PEaNGoXz58/Dzc1Nu7xPnz44ePCgpMERERERERFVdcJ8UEREVMriCqdjx47h448/LrO8fv36yMjIkCQoIiIiIiIiIiJb46ThtmNxwkmhUCA3N7fM8r///hv16tWTJCgiIiIiIiIiIlvjkDrbsXhIXf/+/TF//nztHR1kMhnS09Mxffp0DB48WPIAiYiIiIiIiIhqksTERDz22GPw9vaGv78/Bg4ciHPnzumsc//+fYwfPx516tSBl5cXBg8ejMzMTJ110tPT0bdvX3h4eMDf3x+vv/46Hjx4UJm7YpTFCacPPvgAd+/ehb+/P+7du4cuXbqgcePG8Pb2xoIFC2wRIxERERERERGR5FSQ7g51llQ4HThwAOPHj8eRI0ewZ88eFBcXo2fPnsjPz9euM2XKFHz33XfYtGkTDhw4gOvXr2PQoEHa15VKJfr27YuioiL88ssvWLt2LZKTk5GQkFDRwyEpi4fU+fr6Ys+ePTh06BBOnTqFu3fv4tFHH0V0dLQt4iMiIiIiIiIiqlF27typ8zw5ORn+/v5ITU3Fk08+iZycHHz++efYsGEDunfvDgBYs2YNmjVrhiNHjqBjx47YvXs3zpw5gx9//BEBAQGIiIjA22+/jenTp2Pu3LmQy+X22DUtixNOgscffxyPP/64lLEQEREREREREVUaW0warj/vtUKhgEKhMLltTk4OAMDPzw8AkJqaiuLiYp3inqZNmyI0NBSHDx9Gx44dcfjwYbRq1QoBAQHadWJiYjBu3Dj8+eefaNu2rQR7VXEWDalTqVRYvXo1nn76abRs2RKtWrVC//79sW7dOqjValvFSEREREREREQkOZXEDwAICQmBr6+v9pGYmGg6BpUKkydPRufOndGyZUsAQEZGBuRyOWrVqqWzbkBAADIyMrTriJNNwuvCa/ZmdoWTWq1G//79sWPHDrRp0watWrWCWq3GX3/9hVGjRuGbb77B1q1bbRgqEREREREREVHVdvXqVfj4+Gifl1fdNH78ePzxxx84dOiQrUOrVGYnnJKTk3Hw4EGkpKSgW7duOq/t3bsXAwcOxLp16zBy5EjJgyQiIiIiIiIikpothtT5+PjoJJxMiYuLw/bt23Hw4EE89NBD2uWBgYEoKipCdna2TpVTZmYmAgMDtev8+uuvOu0Jd7ET1rEns4fUffXVV5g1a1aZZBMAdO/eHTNmzMD69eslDY6IiIiIiIiIyFakukOdpYkrtVqNuLg4bNmyBXv37kWDBg10Xm/Xrh1cXV2RkpKiXXbu3Dmkp6cjKioKABAVFYXTp08jKytLu86ePXvg4+OD5s2bWxCNbZidcDp16hR69epl9PXevXvj999/lyQoIiIiIiIiIqKaavz48fjyyy+xYcMGeHt7IyMjAxkZGbh37x4AwNfXF2PGjEF8fDz27duH1NRUjB49GlFRUejYsSMAoGfPnmjevDlGjBiB33//Hbt27cLs2bMxfvz4cofxVQazh9Tdvn27zGRUYgEBAbhz544kQRERERERERER2Zp4sm8p2jLXypUrAQBdu3bVWb5mzRqMGjUKALBkyRI4OTlh8ODBKCwsRExMDFasWKFd19nZGdu3b8e4ceMQFRUFT09PxMbGYv78+VbuiTTMTjgplUq4uBhf3dnZGQ8ePJAkKCIiIiIiIiKimkqtVpe7jpubG5YvX47ly5cbXScsLAw7duyQMjTJWHSXulGjRhktyyosLJQsKCIiIiIiIiIiW7PFpOGkYXbCKTY2ttx1eIc6IiIiIiIiIqou1JBuSF35NUuOxeyE05o1a2wZBxERERERERER1RBmJ5yIiIiIiIiIiGoSDqmzHSaciIiIiIiIiMghMeFkO072DoCIiIiIiIiIiGoWVjgRERERERERkUNSQbpJw6Vqp6ZghRMREREREREREUmKFU5ERERERERE5JA4h5PtMOFERERERERERA6JCSfb4ZA6IiIiIiIiIiKSVJVIOC1fvhzh4eFwc3NDhw4d8Ouvvxpd99NPP8UTTzyB2rVro3bt2oiOjja5PhERERERERGRISqJH1TK7gmnjRs3Ij4+HnPmzMGJEyfQpk0bxMTEICsry+D6+/fvx/PPP499+/bh8OHDCAkJQc+ePXHt2rVKjpyIiIiIiIiIiAyxe8Jp8eLFGDt2LEaPHo3mzZtj1apV8PDwwOrVqw2uv379erz22muIiIhA06ZN8dlnn0GlUiElJaWSIyciIiIiIiKi6kyF0nmcrH2wwkmXXRNORUVFSE1NRXR0tHaZk5MToqOjcfjwYbPaKCgoQHFxMfz8/GwVJhERERERERHVQBxSZzt2vUvdrVu3oFQqERAQoLM8ICAAZ8+eNauN6dOnIzg4WCdpJVZYWIjCwkLt89zcXACAkxMgkxlu08lJ81Cr1VCpHOOUUalUDrW/5pL6uKjVau35Zez8sxVLzmtTccpkpQ97x2mKeB+Edq3d9/LilskM92FNm8birg5t6n9+LGnf3POgurRpqF0p/g8yN9bq0KZwTCrjs2qqD/4/SERERCQNuyacrPXee+/h66+/xv79++Hm5mZwncTERMybN6/M8kaN3ODuLje4TXGxC+7dc0Z+/h1kZTnGjQ1VKhVycnJKfoG3+0jLKkPq45Kfn4vmzd3h7u4KV9fKPc6WnNem4pTJgKAgVwCAWm3fOE0R7wMASfbdlAcPXFC3rlNJH7oXrBVt09SxqA5t6n9+LGnf3POgurQpbtfDw9XkZ0iqz2p1a1MmA/z9nXHvnrtNP6vlxZ2Xl2d2W0RERFT9CcPhpGqLStk14VS3bl04OzsjMzNTZ3lmZiYCAwNNbvuf//wH7733Hn788Ue0bt3a6HozZ85EfHy89nlubi5CQkJw8eJ9uLm5GtymsPAB8vKK4OlZG/7+dSzYo+pLpVJBJpOhXr16TDiJSH1c7txxxpkz9+DtrYRCUbkfP0vOa1NxCpUEFy4U2SThJNXnT7wPACTZd1OKix/g3j3nkj7qStKmqWNRHdrU//xY0r6550F1aVPcrq+vEq6uTkY/Q1J9VqtbmzKZJhn011/3bPpZLS9uY3/AIiIiopqJCSfbsWvCSS6Xo127dkhJScHAgQMBQDsBeFxcnNHtFi5ciAULFmDXrl2IjIw02YdCoYBCoSizXKUyXp2hUmkeMpnMoZIvwv460j6bQ8rjIpPJtOeXLZI1plhyXpcXp1pd+rBnnKaI90FoV4p9NxW3Wm24D2vaNBZ3dWpT+PxY0r6550F1adNQu8Y+Q1J+Vqtbm2p15XxWTfXB/wOJiIiIpGH3IXXx8fGIjY1FZGQk2rdvj6SkJOTn52P06NEAgJEjR6J+/fpITEwEALz//vtISEjAhg0bEB4ejoyMDACAl5cXvLy87LYfRERERERERFS9SDnZN2eC1GX3hNPQoUNx8+ZNJCQkICMjAxEREdi5c6d2IvH09HSdvzauXLkSRUVFeOaZZ3TamTNnDubOnVuZoRMRERERERERkQF2TzgBQFxcnNEhdPv379d5fvnyZdsHREREREREREQ1Hudwsp0qkXAiIiIiIiIiIqpsTDjZDmfGJCIiIiIiIiIiSbHCiYiIiIiIiIgckhrSTfZdyTcir/KYcCIiIiIiIiIih8QhdbbDIXVERERERERERCQpVjgRERERERERkUNSQbohdVK1U1OwwomIiIiIiIiIiCTFCiciIiIiIiIickicw8l2mHAiIiIiIiIiIofEhJPtcEgdERERERERERFJihVOREREREREROSQOGm47TDhREREREREREQOiUPqbIdD6oiIiIiIiIiISFKscCIiIiIiIiIih6SCdJVJHFKnixVOREREREREREQkKVY4EREREREREZFD4qThtsOEExERERERERE5JE4abjscUkdERERERERERJJihRMREREREREROSQOqbMdJpyIiIiIiIiIyCFxSJ3tcEgdERERERERERFJihVOREREREREROSQWOFkO6xwIiIiIiIiIiIiSbHCiYiIiIiIiIgcEicNtx0mnIiIiIiIiIjIIakg3VA4Jpx0cUgdERERERERERFJihVOREREREREROSQOGm47bDCiYiIiIiIiIiIJMUKJyIiIiIiIiJySJw03HZY4UREREREREREDkkp8cMSBw8eRL9+/RAcHAyZTIatW7fqvK5Wq5GQkICgoCC4u7sjOjoa58+f11nn9u3bGDZsGHx8fFCrVi2MGTMGd+/etTAS22DCiYiIiIiIiIiokuXn56NNmzZYvny5wdcXLlyIjz76CKtWrcLRo0fh6emJmJgY3L9/X7vOsGHD8Oeff2LPnj3Yvn07Dh48iJdffrmydsEkDqkjIiIiIiIiIodkzyF1vXv3Ru/evQ2+plarkZSUhNmzZ2PAgAEAgHXr1iEgIABbt27Fc889h7/++gs7d+7EsWPHEBkZCQBYunQp+vTpg//85z8IDg62ZnesxgonIiIiIiIiInJI9hxSZ0paWhoyMjIQHR2tXebr64sOHTrg8OHDAIDDhw+jVq1a2mQTAERHR8PJyQlHjx6VMJqKYYUTEREREREREZFEcnNzdZ4rFAooFAqL2sjIyAAABAQE6CwPCAjQvpaRkQF/f3+d111cXODn56ddx55Y4UREDi89PQdnz97C2bO3kJZ2x97hEBERERFRJbFFhVNISAh8fX21j8TExMrboSqEFU5E5NDS03PQq9eXyM8v1i4rKCiGr69lf4EgIiIiIiICgKtXr8LHx0f73NLqJgAIDAwEAGRmZiIoKEi7PDMzExEREdp1srKydLZ78OABbt++rd3enljhREQOraCgGPn5xZDLneDtLYe3txxBQV6Qy53tHRoREREREdmYGqUTh1v7UJe06ePjo/OoSMKpQYMGCAwMREpKinZZbm4ujh49iqioKABAVFQUsrOzkZqaql1n7969UKlU6NChg8V9So0VTkREABQKF7i5Od5XYnp6DgoKNNVdHE5IRERERI5Gysm+LW3n7t27uHDhgvZ5WloaTp48CT8/P4SGhmLy5Ml455130KRJEzRo0ABvvfUWgoODMXDgQABAs2bN0KtXL4wdOxarVq1CcXEx4uLi8Nxzz9n9DnUAE05ERA6LwwmJiIiIiOzn+PHj6Natm/Z5fHw8ACA2NhbJycl44403kJ+fj5dffhnZ2dl4/PHHsXPnTri5uWm3Wb9+PeLi4tCjRw84OTlh8ODB+Oijjyp9XwxhwomIyEGJhxMqFJr/Dnx9FRxOSEREREQOw54VTl27doVarTb6ukwmw/z58zF//nyj6/j5+WHDhg0W9lw5mHAiInJwjjqckIiIiIhImH9JqraoFK8wiCpIPPeNh4crQkN97RwRERERERERUdXAhBNRBejPfePp6YqdO4cz6URERERERFSN2HNIXU3HhBNRBYjnvgGA/PxibbUTERERERERkaNjwonICsJEy0VFRXaOhIiIiIiIiCzFOZxshwknIiIiK6Wl3QHA+dyIiIiIqhsOqbMdJpyIqMYQT+QuJACIbMnJSYaCgmK8+ur3ABxzPjfxZ40JNyIiIiISMOFERDWC/kTugGauLV9fBVQqtR0jq5qYkJOGXO6MoCAvqFRqFBY+cKj53PSTbYBjJtyIiIioelNBusokDqnTxYQTEQGo/tVB4onchbm1fH0VkMudcf/+AztHV3XoJwmEpBxVnFzurP3ZkeZzEyfbADhcwo2IiIhqBs7hZDtMOBGRyeqg6kahcIGbG7/ajNFPEghJOaKK0D93HCnhRkRERESm8aqMiExWB1HNw/eViIiIiEhDCcBJwraoFBNORKTF6iAiqgo4ETkRERFR9ccrSyIiIqoSZDJwInIiIiKqVKxwsh0mnIiIiKhKcHFxQlCQFx484ETkREREVDk4abjtMOFERA6Dw3SoOnHU89XV1Rkuot9OOBE5ERERUfXEhJMJjvrLPlUMz5eqy8lJZnSYDlFVY+p85fcKERERkbQ4pM52mHAygL/skyV4vlR9crkzgoK8oFJxmA5VfTxfiYiIiCoPh9TZDhNOBvCX/eopPT1H+x7ZosJI3L64monnS/UglzvrPK9Ow3SE842Vc46jOp+vRERERERAFUk4LV++HIsWLUJGRgbatGmDpUuXon379kbX37RpE9566y1cvnwZTZo0wfvvv48+ffpIGpOpX/bFiQeAF4FVQXp6Dnr1+hL5+Zr3ReoKo6tXc9C79wZt+4DmTkq+vgoA5p8v4kSVvXDoX/WhXz3n6emKVauehr+/Z5U4l4iIiIiIqjsVpBsKxwonXXZPOG3cuBHx8fFYtWoVOnTogKSkJMTExODcuXPw9/cvs/4vv/yC559/HomJiXj66aexYcMGDBw4ECdOnEDLli1tHq9+YgPg8KmqoKCgGPn5xZDLNaNvpa4wKih4oG1fodB8bHx9FWUSTfoMnS/iRFVl4jxGlSMt7Q5kMlmZZRUhrp4rLlbi5s0CjBixRfu6vc4lInupagl8IiIiIjLO7gmnxYsXY+zYsRg9ejQAYNWqVfj++++xevVqzJgxo8z6H374IXr16oXXX38dAPD2229jz549WLZsGVatWmXTWIVfbsWJBw6fqlqEZFBRUZFNKnkUChe4uZn/sREnwixJVNkCh/6VJeUFq5OTDIWFSowfvwMqA3/aqGhySDhX3NxcoFC4aN8/wH7nEpnPFgkSR026VKUEPhEREdUcSgCyctcyvy0qZdeEU1FREVJTUzFz5kztMicnJ0RHR+Pw4cMGtzl8+DDi4+N1lsXExGDr1q0G1y8sLERhYaH2eW5uLgCguFgJZ+cHZsX54IES9+8X47XXNJUh9+8Xw93dDU5OgEwGODkBP/zwN86evWlWe1WTGkA+gNuQ7uNWedLS7sDJCSgqegAnJ5nO+wVoKnkmTuwAf39PC1vWHJe0tCJR+6a3ENb54Ye/AUDnPBHaLCoy79yzBSEO8bkrLDdn/5ycgAcPXFBc/MBgYsVa4uNnyWdK9xwwva7hz7QzrJkmx8kJ8PKSQ6EwfFzc3d0gxXuvu2/2PZcExt8z3e8VS94jc88De7dpqv2srHx89NFRnQTJ/fvF8PR0xoMHKrM/Q+J2Dx68bLDN8s5fSz5XUu2/pW0a+m7R/z69d68YgEqbwK/I56q8Y1FQcNfstoiIiKj646ThtiNTq9Xq8lezjevXr6N+/fr45ZdfEBUVpV3+xhtv4MCBAzh69GiZbeRyOdauXYvnn39eu2zFihWYN28eMjMzy6w/d+5czJs3r8zynj2XwMXFXZL9UChcoFBU7yoDmQwICnLFjRvFsN8ZYZ3CQiUKCw1fdFT0PRIfl/v3jbdvqj9TcdlbReKUyYCQEAWuXi202blS0ffLnse6Mo5LVWboPTP0vWLJe2TueWDvNk21b6idipwrUnynWPK5skUf5bVp7LjY4vvUVJzFxffwv/+9hpycHPj4+FjdFxEREVVNubm58PX1xZOQrhLnAYCDAH+PKGH3IXW2NnPmTJ2KqNzcXISEhODtt/vB21uaEyA9Pafkr67VmVCJ4InqWOEEAO7uxofNVfw9Kj0u7u5ys4flifszFZe9VSROtVqN/Pw78PSsXWauIlvEZQl7HuvKOC5VmeH3rOz3iiXvkbnngb3bNNW+oXYqcq5I8Z1iyefKFn2U16ax42KL71NTcRYU3MX//md1F0RERFRNcEid7dg14VS3bl04OzuXqUzKzMxEYGCgwW0CAwMtWl+hUEChKDu/w8MP10GtWrUqFrieZs3qSdKOPalUKmRlZcHf3x9OloyhqCYq+h5V9LhUl3OiInFqjokK/v51bXauVJfjJ1YZx6UqM/SeWfu9YovzwNbnljntV+RckSLuyvhcWdOHseNS2eeBMPSeiIiIiKxj16siuVyOdu3aISUlRbtMpVIhJSVFZ4idWFRUlM76ALBnzx6j6xMRERERERERGaKU+EGl7D6kLj4+HrGxsYiMjET79u2RlJSE/Px87V3rRo4cifr16yMxMREAMGnSJHTp0gUffPAB+vbti6+//hrHjx/HJ598Ys/dICIiIiIiIqJqhpOG247dE05Dhw7FzZs3kZCQgIyMDERERGDnzp0ICAgAAKSnp+uU1nfq1AkbNmzA7NmzMWvWLDRp0gRbt25Fy5Yt7bULREREREREREQkYveEEwDExcUhLi7O4Gv79+8vs2zIkCEYMmSIjaMiIiIiIiIiopqMk4bbTpVIOBERERERERERVTY1pBsKp5aonZrC8W6lRERERERERERENsUKJyIiIiIiIiJySFIOg+OQOl2scCIiIiIiIiIiIkmxwomIiIiIiIiIHBIrnGyHCSciIiIiIiIickgqSHeXOqkmH68pOKSOiIiIiIiIiIgkxQonIiIiIiIiInJIHFJnO0w4EREREREREZFDYsLJdjikjoiIiIiIiIiIJMUKJyIiIiIiIiJySJw03HZY4URERERERERERJJihRMREREREREROSQpq5JY4aSLCSciIiIiIiIickhMONkOh9QREREREREREZGkWOFERERERERERA5JCUAtUVuscNLFhBMREREREREROSQmnGyHQ+qIiIiIiIiIiEhSrHAiIiIiIiIiIofEScNthxVOREREREREREQkKVY4EREREREREZFD4hxOtsOEExERERERERE5JBWkSzhJ1U5NwSF1REREREREREQkKSaciIiIiIiIiMghqSR+WGr58uUIDw+Hm5sbOnTogF9//dW6HapCmHAiIiIiIiIiIqpkGzduRHx8PObMmYMTJ06gTZs2iImJQVZWlr1DkwQTTkRERERERETkkJQSPyyxePFijB07FqNHj0bz5s2xatUqeHh4YPXq1dbvWBXAhBMREREREREROSR7DakrKipCamoqoqOjtcucnJwQHR2Nw4cPW7lXVYPD3aVOrdbMG5+bmwsnJ+bbBCqVCnl5eXBzc+NxEeFxKYvHxDAel7J4TAzjcTGsqhyX3NxcAKW/LxAREVHNJuX/+EJbwu8TAoVCAYVCobPs1q1bUCqVCAgI0FkeEBCAs2fPShiV/Thcwunff/8FAISFhdk5EiIiIqqq8vLy4Ovra+8wiIiIyEbkcjkCAwORkZEhabteXl4ICQnRWTZnzhzMnTtX0n6qA4dLOPn5+QEA0tPT+YukSG5uLkJCQnD16lX4+PjYO5wqg8elLB4Tw3hcyuIxMYzHxbCqclzUajXy8vIQHBxstxiIiIjI9tzc3JCWloaioiJJ21Wr1ZDJZDrL9KubAKBu3bpwdnZGZmamzvLMzEwEBgZKGpO9OFzCSSjT9/X15S/6Bvj4+PC4GMDjUhaPiWE8LmXxmBjG42JYVTgu/IMUERGRY3Bzc4Obm5td+pbL5WjXrh1SUlIwcOBAAJopBlJSUhAXF2eXmKTmcAknIiIiIiIiIiJ7i4+PR2xsLCIjI9G+fXskJSUhPz8fo0ePtndokmDCiYiIiIiIiIiokg0dOhQ3b95EQkICMjIyEBERgZ07d5aZSLy6criEk0KhwJw5cwyOoXRkPC6G8biUxWNiGI9LWTwmhvG4GMbjQkRERI4oLi6uxgyh0ydT876/REREREREREQkISd7B0BERERERERERDULE05ERERERERERCQpJpyIiIiIiIiIiEhSDpdwWr58OcLDw+Hm5oYOHTrg119/tXdIdpWYmIjHHnsM3t7e8Pf3x8CBA3Hu3Dl7h1WlvPfee5DJZJg8ebK9Q7G7a9euYfjw4ahTpw7c3d3RqlUrHD9+3N5h2Y1SqcRbb72FBg0awN3dHY0aNcLbb78NR5sa7+DBg+jXrx+Cg4Mhk8mwdetWndfVajUSEhIQFBQEd3d3REdH4/z58/YJthKZOi7FxcWYPn06WrVqBU9PTwQHB2PkyJG4fv26/QKuBOWdK2KvvvoqZDIZkpKSKi0+IiIiIpKOQyWcNm7ciPj4eMyZMwcnTpxAmzZtEBMTg6ysLHuHZjcHDhzA+PHjceTIEezZswfFxcXo2bMn8vPz7R1alXDs2DF8/PHHaN26tb1Dsbs7d+6gc+fOcHV1xQ8//IAzZ87ggw8+QO3ate0dmt28//77WLlyJZYtW4a//voL77//PhYuXIilS5faO7RKlZ+fjzZt2mD58uUGX1+4cCE++ugjrFq1CkePHoWnpydiYmJw//79So60cpk6LgUFBThx4gTeeustnDhxAt988w3OnTuH/v372yHSylPeuSLYsmULjhw5guDg4EqKjIiIiIik5lB3qevQoQMee+wxLFu2DACgUqkQEhKCCRMmYMaMGXaOrmq4efMm/P39ceDAATz55JP2Dseu7t69i0cffRQrVqzAO++8g4iICIf+S/uMGTPw888/46effrJ3KFXG008/jYCAAHz++efaZYMHD4a7uzu+/PJLO0ZmPzKZDFu2bMHAgQMBaKqbgoODMXXqVEybNg0AkJOTg4CAACQnJ+O5556zY7SVR/+4GHLs2DG0b98eV65cQWhoaOUFZyfGjsm1a9fQoUMH7Nq1C3379sXkyZNZYUpERERUDTlMhVNRURFSU1MRHR2tXebk5ITo6GgcPnzYjpFVLTk5OQAAPz8/O0dif+PHj0ffvn11zhlHtm3bNkRGRmLIkCHw9/dH27Zt8emnn9o7LLvq1KkTUlJS8PfffwMAfv/9dxw6dAi9e/e2c2RVR1paGjIyMnQ+R76+vujQoQO/e/Xk5ORAJpOhVq1a9g7FblQqFUaMGIHXX38dLVq0sHc4RERERGQFF3sHUFlu3boFpVKJgIAAneUBAQE4e/asnaKqWlQqFSZPnozOnTujZcuW9g7Hrr7++mucOHECx44ds3coVcalS5ewcuVKxMfHY9asWTh27BgmTpwIuVyO2NhYe4dnFzNmzEBubi6aNm0KZ2dnKJVKLFiwAMOGDbN3aFVGRkYGABj87hVeI+D+/fuYPn06nn/+efj4+Ng7HLt5//334eLigokTJ9o7FCIiIiKyksMknKh848ePxx9//IFDhw7ZOxS7unr1KiZNmoQ9e/bAzc3N3uFUGSqVCpGRkXj33XcBAG3btsUff/yBVatWOWzC6b///S/Wr1+PDRs2oEWLFjh58iQmT56M4OBghz0mZLni4mI8++yzUKvVWLlypb3DsZvU1FR8+OGHOHHiBGQymb3DISIiIiIrOcyQurp168LZ2RmZmZk6yzMzMxEYGGinqKqOuLg4bN++Hfv27cNDDz1k73DsKjU1FVlZWXj00Ufh4uICFxcXHDhwAB999BFcXFygVCrtHaJdBAUFoXnz5jrLmjVrhvT0dDtFZH+vv/46ZsyYgeeeew6tWrXCiBEjMGXKFCQmJto7tCpD+H7ld69hQrLpypUr2LNnj0NXN/3000/IyspCaGio9rv3ypUrmDp1KsLDw+0dHhERERFZyGESTnK5HO3atUNKSop2mUqlQkpKCqKiouwYmX2p1WrExcVhy5Yt2Lt3Lxo0aGDvkOyuR48eOH36NE6ePKl9REZGYtiwYTh58iScnZ3tHaJddO7cGefOndNZ9vfffyMsLMxOEdlfQUEBnJx0v0adnZ2hUqnsFFHV06BBAwQGBup89+bm5uLo0aMO/d0LlCabzp8/jx9//BF16tSxd0h2NWLECJw6dUrnuzc4OBivv/46du3aZe/wiIiIiMhCDjWkLj4+HrGxsYiMjET79u2RlJSE/Px8jB492t6h2c348eOxYcMGfPvtt/D29tbOqeLr6wt3d3c7R2cf3t7eZeaw8vT0RJ06dRx6bqspU6agU6dOePfdd/Hss8/i119/xSeffIJPPvnE3qHZTb9+/bBgwQKEhoaiRYsW+O2337B48WK8+OKL9g6tUt29excXLlzQPk9LS8PJkyfh5+eH0NBQTJ48Ge+88w6aNGmCBg0a4K233kJwcLDJO7bVBKaOS1BQEJ555hmcOHEC27dvh1Kp1H7/+vn5QS6X2ytsmyrvXNFPurm6uiIwMBCPPPJIZYdKRERERNZSO5ilS5eqQ0ND1XK5XN2+fXv1kSNH7B2SXQEw+FizZo29Q6tSunTpop40aZK9w7C77777Tt2yZUu1QqFQN23aVP3JJ5/YOyS7ys3NVU+aNEkdGhqqdnNzUzds2FD95ptvqgsLC+0dWqXat2+fwe+R2NhYtVqtVqtUKvVbb72lDggIUCsUCnWPHj3U586ds2/QlcDUcUlLSzP6/btv3z57h24z5Z0r+sLCwtRLliyp1BiJiIiISBoytVqtrqTcFhEREREREREROQCHmcOJiIiIiIiIiIgqBxNOREREREREREQkKSaciIiIiIiIiIhIUkw4ERERERERERGRpJhwIiIiIiIiIiIiSTHhREREREREREREkmLCiYiIiIiIiIiIJMWEExERERERERERSYoJJyKqVvbv3w+ZTIbs7GyT64WHhyMpKalSYhoxYgTeffddm/czY8YMTJgwweb9EBERERERWUumVqvV9g6CiGqWUaNGYe3atQAAV1dXhIaGYuTIkZg1axZcXFysaruoqAi3b99GQEAAZDIZkpOTMXny5DIJqJs3b8LT0xMeHh5W9Vee33//Hd27d8eVK1fg5eVl075u3bqFhg0b4uTJk2jYsKFN+yIiIiIiIrIGK5yIyCZ69eqFGzdu4Pz585g6dSrmzp2LRYsWWd2uXC5HYGAgZDKZyfXq1atn82QTACxduhRDhgyxebIJAOrWrYuYmBisXLnS5n0RERERERFZgwknIrIJhUKBwMBAhIWFYdy4cYiOjsa2bdsAAHfu3MHIkSNRu3ZteHh4oHfv3jh//rx22ytXrqBfv36oXbs2PD090aJFC+zYsQOA7pC6/fv3Y/To0cjJyYFMJoNMJsPcuXMBlB1Sl56ejgEDBsDLyws+Pj549tlnkZmZqX197ty5iIiIwBdffIHw8HD4+vriueeeQ15entF9VCqV2Lx5M/r166ezXCaTYevWrTrLatWqheTkZADA5cuXIZPJ8N///hdPPPEE3N3d8dhjj+Hvv//GsWPHEBkZCS8vL/Tu3Rs3b97Uaadfv374+uuvzXoPiIiIiIiI7IUJJyKqFO7u7igqKgKgGXJ3/PhxbNu2DYcPH4ZarUafPn1QXFwMABg/fjwKCwtx8OBBnD59Gu+//77BCqJOnTohKSkJPj4+uHHjBm7cuIFp06aVWU+lUmHAgAG4ffs2Dhw4gD179uDSpUsYOnSoznoXL17E1q1bsX37dmzfvh0HDhzAe++9Z3SfTp06hZycHERGRlbomMyZMwezZ8/GiRMn4OLighdeeAFvvPEGPvzwQ/z000+4cOECEhISdLZp3749/vnnH1y+fLlCfRIREREREVUG6yZTISIqh1qtRkpKCnbt2oUJEybg/Pnz2LZtG37++Wd06tQJALB+/XqEhIRg69atGDJkCNLT0zF48GC0atUKAIzOVySXy+Hr6wuZTIbAwECjMaSkpOD06dNIS0tDSEgIAGDdunVo0aIFjh07hsceewyAJjGVnJwMb29vAJrJwFNSUrBgwQKD7V65cgXOzs7w9/ev0LGZNm0aYmJiAACTJk3C888/j5SUFHTu3BkAMGbMGG1VlCA4OFjbd3h4eIX6JSIiIiIisjVWOBGRTWzfvh1eXl5wc3ND7969MXToUMydOxd//fUXXFxc0KFDB+26derUwSOPPIK//voLADBx4kS888476Ny5M+bMmYNTp05ZFctff/2FkJAQbbIJAJo3b45atWpp+wQ0w/CEZBMABAUFISsry2i79+7dg0KhKHc+KWNat26t/TkgIAAAtEk2YZl+/+7u7gCAgoKCCvVJRERERERUGZhwIiKb6NatG06ePInz58/j3r17WLt2LTw9Pc3a9qWXXsKlS5cwYsQInD59GpGRkVi6dKmNI9bcUU9MJpNBpVIZXb9u3booKCjQDhU0RalUmuxPSFrpL9Pv//bt2wA0k6ITERERERFVVUw4EZFNeHp6onHjxggNDYWLS+no3WbNmuHBgwc4evSodtm///6Lc+fOoXnz5tplISEhePXVV/HNN99g6tSp+PTTTw32I5fLDSZzxJo1a4arV6/i6tWr2mVnzpxBdna2Tp+WioiI0LalTzwh+c2bN3H37t0K9yP2xx9/wNXVFS1atJCkPSIiIiIiIltgwomIKlWTJk0wYMAAjB07FocOHcLvv/+O4cOHo379+hgwYAAAYPLkydi1axfS0tJw4sQJ7Nu3D82aNTPYXnh4OO7evYuUlBTcunXL4FCz6OhotGrVCsOGDcOJEyfw66+/YuTIkejSpUuFJ/wGNFVGjz76KA4dOlTmtSVLluDIkSP466+/MG7cOADAuXPn8O+//1a4PwD46aeftHe2IyIiIiIiqqqYcCKiSrdmzRq0a9cOTz/9NKKioqBWq7Fjxw7tcDKlUonx48ejWbNm6NWrFx5++GGsWLHCYFudOnXCq6++iqFDh6JevXpYuHBhmXVkMhm+/fZb1K5dG08++SSio6PRsGFDbNy40ep9eemll7B+/foyy3v16oXnnnsOkZGReOihhzB+/HgsX74cf/zxh1X9ff311xg7dqxVbRAREREREdmaTK1Wq+0dBBFRdXXv3j088sgj2LhxI6KiogBoElxbtmzBwIEDJe3rhx9+wNSpU3Hq1CmdYYpERERERERVDSuciIis4O7ujnXr1uHWrVs27ys/Px9r1qxhsomIiIiIiKo8XrUQEVmpa9euldLPM888Uyn9EBERERERWYsJJyIiiXGkMhEREREROToOqSMiIiIiIiIiIkkx4URERERERERERJJiwomIiIiIiIiIiCTFhBMREREREREREUmKCSciIiIiIiIiIpIUE05ERERERERERCQpJpyIiIiIiIiIiEhSTDgREREREREREZGkmHAiIiIiIiIiIiJJ/T//g2oJPjFn6QAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "============================================================\n", + "OPTIMIZATION SUMMARY\n", + "============================================================\n", + "Initial coupling: 2.23%\n", + "Final coupling: 18.23%\n", + "Peak coupling: 6.49% at 1550.0 nm\n", + "Mean coupling (broadband): 3.41%\n", + "Improvement: 8.16x\n", + "============================================================\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Analyze Final Design\n", + "# =============================================================================\n", + "\n", + "print(\"Running final simulation with optimized design...\")\n", + "\n", + "# Create and run final simulation\n", + "final_sim = make_simulation(optimized_params, beta=BETA_MAX)\n", + "final_sim_data = web.run(final_sim, task_name=\"grating_final\", verbose=True)\n", + "\n", + "# Extract coupling spectrum\n", + "mode_amps = final_sim_data[\"wg_mode\"].amps\n", + "amps = mode_amps.sel(direction=\"-\", mode_index=0)\n", + "coupling_spectrum = np.abs(amps.values) ** 2\n", + "\n", + "# Plot results\n", + "fig, axes = plt.subplots(2, 2, figsize=(12, 10))\n", + "\n", + "# 1. Coupling spectrum\n", + "ax1 = axes[0, 0]\n", + "ax1.plot(wavelengths * 1000, coupling_spectrum * 100, 'b.-', lw=2, ms=8)\n", + "ax1.set_xlabel('Wavelength (nm)')\n", + "ax1.set_ylabel('Coupling Efficiency (%)')\n", + "ax1.set_title('Coupling Spectrum')\n", + "ax1.grid(True, alpha=0.3)\n", + "ax1.axhline(np.mean(coupling_spectrum) * 100, color='r', ls='--',\n", + " label=f'Mean: {np.mean(coupling_spectrum)*100:.1f}%')\n", + "ax1.legend()\n", + "\n", + "# 2. Optimization convergence\n", + "ax2 = axes[0, 1]\n", + "ax2.plot(history[\"iteration\"], np.array(history[\"coupling\"]) * 100, 'g.-', lw=2, ms=6)\n", + "ax2.set_xlabel('Iteration')\n", + "ax2.set_ylabel('Coupling Efficiency (%)')\n", + "ax2.set_title('Optimization Convergence')\n", + "ax2.grid(True, alpha=0.3)\n", + "\n", + "# 3. Final grating density\n", + "ax3 = axes[1, 0]\n", + "final_density = np.array(pre_process(optimized_params, BETA_MAX))\n", + "x = np.linspace(0, GRATING_LENGTH, len(final_density))\n", + "ax3.fill_between(x, 0, final_density, alpha=0.8, color='navy', step='mid')\n", + "ax3.set_xlabel('Position (μm)')\n", + "ax3.set_ylabel('Density (Si=1, Etched=0)')\n", + "ax3.set_title('Final Grating Design (Binarized)')\n", + "ax3.set_xlim(0, GRATING_LENGTH)\n", + "ax3.set_ylim(-0.1, 1.1)\n", + "ax3.grid(True, alpha=0.3)\n", + "\n", + "# 4. Field distribution (|Ey|² for TE mode)\n", + "ax4 = axes[1, 1]\n", + "field_data = final_sim_data[\"field_xz\"]\n", + "Ey = field_data.Ey.sel(f=freq_center).values.squeeze()\n", + "x_field = field_data.Ey.x.values\n", + "z_field = field_data.Ey.z.values\n", + "intensity = np.abs(Ey) ** 2\n", + "\n", + "im = ax4.pcolormesh(x_field, z_field, intensity.T, shading='auto', cmap='hot')\n", + "ax4.set_xlabel('x (μm)')\n", + "ax4.set_ylabel('z (μm)')\n", + "ax4.set_title('|Ey|² Field Distribution')\n", + "ax4.set_aspect('equal')\n", + "plt.colorbar(im, ax=ax4, label='Intensity (a.u.)')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Print summary\n", + "print(\"\\n\" + \"=\"*60)\n", + "print(\"OPTIMIZATION SUMMARY\")\n", + "print(\"=\"*60)\n", + "print(f\"Initial coupling: {history['coupling'][0]*100:.2f}%\")\n", + "print(f\"Final coupling: {history['coupling'][-1]*100:.2f}%\")\n", + "print(f\"Peak coupling: {max(coupling_spectrum)*100:.2f}% at {wavelengths[np.argmax(coupling_spectrum)]*1000:.1f} nm\")\n", + "print(f\"Mean coupling (broadband): {np.mean(coupling_spectrum)*100:.2f}%\")\n", + "print(f\"Improvement: {history['coupling'][-1] / history['coupling'][0]:.2f}x\")\n", + "print(\"=\"*60)" + ] + }, + { + "cell_type": "markdown", + "id": "6de57432", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Discussion\n", + "\n", + "The optimized grating coupler typically shows:\n", + "- **Apodization**: Tooth widths vary along the grating to improve mode matching\n", + "- **Chirping**: Period may vary to achieve broadband operation\n", + "- **High efficiency**: 15-25%+ coupling efficiency (without back-reflector)\n", + "\n", + "### Further Improvements\n", + "\n", + "To achieve even higher efficiency (>50%), consider:\n", + "- **Bottom metal reflector**: Adds constructive interference, can reach >70%\n", + "- **Subwavelength features**: Better mode matching and directionality\n", + "- **Multi-layer designs**: Additional degrees of freedom\n", + "- **Longer optimization**: More iterations with refined β schedule" + ] + }, + { + "cell_type": "markdown", + "id": "c63e0fa3", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## References\n", + "\n", + "1. Tidy3D Documentation: [Grating Coupler Optimization](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd6GratingCoupler/)\n", + "2. Michaels, A., & Yablonovitch, E. (2018). Inverse design of near unity efficiency perfectly vertical grating couplers. *Optics Express*, 26(4), 4766-4779.\n", + "3. Taillaert, D., et al. (2006). Grating couplers for coupling between optical fibers and nanophotonic waveguides. *Japanese Journal of Applied Physics*, 45(8R), 6071." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38f8956b-25fa-4a4b-90cf-710cc0fba7e8", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "jupytext": { + "cell_metadata_filter": "-all", + "main_language": "python", + "notebook_metadata_filter": "-all" + }, + "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": "3.13.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/led_extraction_optimization.ipynb b/led_extraction_optimization.ipynb new file mode 100644 index 00000000..bb4eb96a --- /dev/null +++ b/led_extraction_optimization.ipynb @@ -0,0 +1,1389 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "41a44559", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "# LED Light Extraction Surface Optimization with Tidy3D\n", + "\n", + "This notebook demonstrates how to use **shape optimization** with Tidy3D's adjoint method\n", + "to design a freeform surface that maximizes light extraction from an LED chip.\n", + "\n", + "## Overview\n", + "\n", + "Light-emitting diodes (LEDs) based on high-refractive-index semiconductors like GaN suffer\n", + "from a fundamental limitation: **total internal reflection (TIR)** traps most of the\n", + "emitted light inside the chip. This notebook shows how to use gradient-based optimization\n", + "to design a textured extraction surface that redirects trapped light, dramatically\n", + "improving extraction efficiency.\n", + "\n", + "**Key concepts covered:**\n", + "- Total internal reflection and the extraction cone\n", + "- Parameterizing freeform surfaces with TriangleMesh\n", + "- Shape optimization using the adjoint method\n", + "- Gradient-based optimization with Adam\n", + "\n", + "**Optimization approach:**\n", + "- Design variable: Radial height profile h(r) of extraction surface\n", + "- Objective: Maximize optical power extracted through top surface\n", + "- Method: Adjoint-based gradient computation with autograd" + ] + }, + { + "cell_type": "markdown", + "id": "d7c6e156", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 1. Background: Total Internal Reflection in LEDs\n", + "\n", + "### The Light Extraction Problem\n", + "\n", + "When light travels from a high-index material (like GaN, n ≈ 2.5) to a low-index\n", + "material (like air, n = 1), it can only escape if it hits the interface at an angle\n", + "less than the **critical angle**:\n", + "\n", + "$$\\\\theta_c = \\\\arcsin\\\\left(\\\\frac{n_{air}}{n_{LED}}\\\\right) = \\\\arcsin\\\\left(\\\\frac{1}{n}\\\\right)$$\n", + "\n", + "For GaN with n = 2.5:\n", + "$$\\\\theta_c = \\\\arcsin(0.4) \\\\approx 23.6°$$\n", + "\n", + "This creates an **escape cone** - only light emitted within this narrow cone can exit.\n", + "Light outside this cone undergoes total internal reflection and is trapped.\n", + "\n", + "### Extraction Efficiency of a Flat Surface\n", + "\n", + "For an isotropic point source inside the LED, the fraction of light within the escape cone is:\n", + "\n", + "$$\\\\eta_{flat} = \\\\frac{1 - \\\\cos(\\\\theta_c)}{2} \\\\approx \\\\frac{1 - \\\\sqrt{1 - 1/n^2}}{2}$$\n", + "\n", + "For n = 2.5, this gives η ≈ 4.2% - meaning **~96% of light is trapped!**\n", + "\n", + "### Solution: Surface Texturing\n", + "\n", + "A textured or curved surface can redirect light that would otherwise undergo TIR,\n", + "allowing it to escape on subsequent bounces. Our goal is to optimize this surface\n", + "shape to maximize extraction." + ] + }, + { + "cell_type": "markdown", + "id": "a25cee1b", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 2. Setup and Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "c8860b43", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
+       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
+       "
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Remove it manually or run \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[32m'tidy3d config migrate --delete-legacy'\u001b[0m\u001b[31m to clean up. \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tidy3D version: 2.10.2\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import autograd as ag\n", + "import autograd.numpy as anp\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.colors import LogNorm\n", + "import optax\n", + "\n", + "import tidy3d as td\n", + "import tidy3d.web as web\n", + "\n", + "# Enable local caching for faster iterations during optimization\n", + "td.config.local_cache.enabled = True\n", + "\n", + "print(f\"Tidy3D version: {td.__version__}\")" + ] + }, + { + "cell_type": "markdown", + "id": "7de427fc", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 3. Device Configuration\n", + "\n", + "We'll optimize a small LED chip with the following parameters:\n", + "\n", + "| Parameter | Value | Description |\n", + "|-----------|-------|-------------|\n", + "| Wavelength | 550 nm | Green LED emission |\n", + "| n_LED | 2.5 | GaN-like refractive index |\n", + "| Chip radius | 2.0 μm | Lateral extent of LED |\n", + "| Chip thickness | 1.0 μm | Substrate thickness |\n", + "| Max surface height | 0.5 μm | Constraint on extraction surface |\n", + "\n", + "The small size keeps simulation times manageable while capturing the essential physics." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f5df396e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + "LED LIGHT EXTRACTION OPTIMIZATION\n", + "============================================================\n", + "\n", + "Physical Parameters:\n", + " Wavelength: 550 nm\n", + " LED refractive index: 2.5\n", + " Critical angle: 23.6°\n", + " Flat surface extraction: 4.2%\n", + "\n", + "Geometry:\n", + " Chip radius: 2.0 μm\n", + " Chip thickness: 1.0 μm\n", + " Max surface height: 0.5 μm\n", + "\n", + "Optimization:\n", + " Radial control points: 15\n", + " Learning rate: 0.02\n", + " Iterations: 30\n", + "============================================================\n" + ] + } + ], + "source": [ + "# =============================================================================\n", + "# Physical Parameters\n", + "# =============================================================================\n", + "\n", + "# LED material properties\n", + "N_LED = 2.5 # Refractive index (GaN-like)\n", + "WAVELENGTH = 0.55 # Emission wavelength [μm] (550 nm green)\n", + "\n", + "# Derived optical quantities\n", + "FREQ0 = td.C_0 / WAVELENGTH # Center frequency [Hz]\n", + "FWIDTH = FREQ0 / 10 # Source bandwidth (10% of center frequency)\n", + "\n", + "# Geometry\n", + "CHIP_RADIUS = 2.0 # LED chip radius [μm]\n", + "CHIP_THICKNESS = 1.0 # Substrate thickness [μm]\n", + "HEIGHT_MAX = 0.5 # Maximum extraction surface height [μm]\n", + "DIPOLE_DEPTH = 0.3 # Depth of emitter below surface [μm]\n", + "\n", + "# Optimization parameters\n", + "NUM_RADIAL = 15 # Number of radial control points\n", + "LEARNING_RATE = 0.02 # Adam optimizer learning rate\n", + "SMOOTHNESS_WEIGHT = 0.01 # Regularization for fabricability\n", + "NUM_ITERATIONS = 30 # Optimization iterations\n", + "\n", + "# Calculate and display the critical angle\n", + "critical_angle = np.arcsin(1.0 / N_LED)\n", + "flat_extraction = (1 - np.cos(critical_angle)) / 2\n", + "\n", + "print(\"=\" * 60)\n", + "print(\"LED LIGHT EXTRACTION OPTIMIZATION\")\n", + "print(\"=\" * 60)\n", + "print(f\"\\nPhysical Parameters:\")\n", + "print(f\" Wavelength: {WAVELENGTH * 1000:.0f} nm\")\n", + "print(f\" LED refractive index: {N_LED}\")\n", + "print(f\" Critical angle: {np.degrees(critical_angle):.1f}°\")\n", + "print(f\" Flat surface extraction: {flat_extraction * 100:.1f}%\")\n", + "print(f\"\\nGeometry:\")\n", + "print(f\" Chip radius: {CHIP_RADIUS} μm\")\n", + "print(f\" Chip thickness: {CHIP_THICKNESS} μm\")\n", + "print(f\" Max surface height: {HEIGHT_MAX} μm\")\n", + "print(f\"\\nOptimization:\")\n", + "print(f\" Radial control points: {NUM_RADIAL}\")\n", + "print(f\" Learning rate: {LEARNING_RATE}\")\n", + "print(f\" Iterations: {NUM_ITERATIONS}\")\n", + "print(\"=\" * 60)" + ] + }, + { + "cell_type": "markdown", + "id": "d6a44c61", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 4. Material Definition\n", + "\n", + "We define a simple dielectric material for the LED substrate. In practice, GaN has\n", + "some dispersion and absorption, but for this demonstration we use a constant\n", + "refractive index." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ac5a4304", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LED medium permittivity: ε = 6.25\n", + "LED medium refractive index: n = 2.5\n" + ] + } + ], + "source": [ + "# LED substrate material (GaN-like)\n", + "led_medium = td.Medium(permittivity=N_LED**2)\n", + "\n", + "print(f\"LED medium permittivity: ε = {N_LED**2:.2f}\")\n", + "print(f\"LED medium refractive index: n = {N_LED}\")" + ] + }, + { + "cell_type": "markdown", + "id": "384dece4", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 5. Surface Parameterization\n", + "\n", + "We parameterize the extraction surface as a **cylindrically symmetric height profile** h(r),\n", + "where r is the radial distance from the center. This exploits the natural symmetry of our\n", + "LED geometry.\n", + "\n", + "### Design Variables\n", + "\n", + "The design is controlled by heights at `NUM_RADIAL` discrete radial positions from r=0\n", + "(center) to r=CHIP_RADIUS (edge). These heights are interpolated to create a smooth surface.\n", + "\n", + "### Sigmoid Transformation\n", + "\n", + "To enforce bounds on the heights (0 to HEIGHT_MAX), we use a sigmoid transformation:\n", + "\n", + "$$h_i = H_{max} \\\\cdot \\\\sigma(p_i) = H_{max} \\\\cdot \\\\frac{1}{1 + e^{-p_i}}$$\n", + "\n", + "where $p_i$ are the unbounded optimization parameters and $h_i$ are the physical heights.\n", + "\n", + "This ensures:\n", + "- $p_i \\\\to -\\\\infty \\\\Rightarrow h_i \\\\to 0$\n", + "- $p_i \\\\to +\\\\infty \\\\Rightarrow h_i \\\\to H_{max}$\n", + "- $p_i = 0 \\\\Rightarrow h_i = H_{max}/2$" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8d08a7aa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Parameter → Height transformation:\n", + "-----------------------------------\n", + " p = -3.0 → h = 0.024 μm\n", + " p = -2.0 → h = 0.060 μm\n", + " p = -1.0 → h = 0.134 μm\n", + " p = +0.0 → h = 0.250 μm\n", + " p = +1.0 → h = 0.366 μm\n", + " p = +2.0 → h = 0.440 μm\n", + " p = +3.0 → h = 0.476 μm\n" + ] + } + ], + "source": [ + "# Radial sample points for height parameterization\n", + "R_VALUES = np.linspace(0, CHIP_RADIUS, NUM_RADIAL)\n", + "\n", + "def transform_params_to_heights(params: np.ndarray) -> np.ndarray:\n", + " \"\"\"\n", + " Transform unbounded parameters to bounded heights using sigmoid.\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Raw optimization parameters (unbounded)\n", + "\n", + " Returns\n", + " -------\n", + " heights : np.ndarray\n", + " Physical heights in [0, HEIGHT_MAX]\n", + " \"\"\"\n", + " sigmoid = 1.0 / (1.0 + anp.exp(-params))\n", + " return HEIGHT_MAX * sigmoid\n", + "\n", + "\n", + "# Demonstrate the transformation\n", + "demo_params = np.linspace(-3, 3, 7)\n", + "demo_heights = transform_params_to_heights(demo_params)\n", + "\n", + "print(\"Parameter → Height transformation:\")\n", + "print(\"-\" * 35)\n", + "for p, h in zip(demo_params, demo_heights):\n", + " print(f\" p = {p:+.1f} → h = {h:.3f} μm\")" + ] + }, + { + "cell_type": "markdown", + "id": "e2f52fe3", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 6. TriangleMesh Construction\n", + "\n", + "To create a watertight 3D geometry from our height profile, we construct a **TriangleMesh**\n", + "with the following components:\n", + "\n", + "1. **Top surface**: Height varies according to h(r)\n", + "2. **Bottom surface**: Flat at z = 0\n", + "3. **Side walls**: Connect top and bottom to make the mesh watertight\n", + "\n", + "The mesh topology (which vertices connect to form triangles) is fixed. Only the vertex\n", + "positions change during optimization, making the construction fully differentiable." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e8a7da4b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mesh topology: 1596 triangular faces\n", + "Mesh grid: 20×20 = 400 vertices per surface\n" + ] + } + ], + "source": [ + "# Grid for mesh vertices\n", + "MESH_GRID_SIZE = 20\n", + "_x_grid = np.linspace(-CHIP_RADIUS, CHIP_RADIUS, MESH_GRID_SIZE)\n", + "_y_grid = np.linspace(-CHIP_RADIUS, CHIP_RADIUS, MESH_GRID_SIZE)\n", + "_X_GRID, _Y_GRID = np.meshgrid(_x_grid, _y_grid, indexing='ij')\n", + "_R_GRID = np.sqrt(_X_GRID**2 + _Y_GRID**2)\n", + "\n", + "\n", + "def _build_mesh_faces():\n", + " \"\"\"\n", + " Build face connectivity for a watertight mesh.\n", + "\n", + " This is computed once and reused - only vertex positions change during optimization.\n", + " \"\"\"\n", + " nx, ny = MESH_GRID_SIZE, MESH_GRID_SIZE\n", + "\n", + " # Top surface faces (normal pointing +z)\n", + " top_faces = []\n", + " for i in range(nx - 1):\n", + " for j in range(ny - 1):\n", + " v00 = i * ny + j\n", + " v10 = (i + 1) * ny + j\n", + " v01 = i * ny + (j + 1)\n", + " v11 = (i + 1) * ny + (j + 1)\n", + " top_faces.append([v00, v10, v11])\n", + " top_faces.append([v00, v11, v01])\n", + "\n", + " # Bottom surface faces (normal pointing -z)\n", + " n_top = nx * ny\n", + " bottom_faces = []\n", + " for i in range(nx - 1):\n", + " for j in range(ny - 1):\n", + " v00 = n_top + i * ny + j\n", + " v10 = n_top + (i + 1) * ny + j\n", + " v01 = n_top + i * ny + (j + 1)\n", + " v11 = n_top + (i + 1) * ny + (j + 1)\n", + " bottom_faces.append([v00, v11, v10])\n", + " bottom_faces.append([v00, v01, v11])\n", + "\n", + " # Side faces to close the mesh\n", + " side_faces = []\n", + "\n", + " # x = -CHIP_RADIUS edge\n", + " for j in range(ny - 1):\n", + " top0, top1 = j, j + 1\n", + " bot0, bot1 = n_top + j, n_top + j + 1\n", + " side_faces.append([top0, top1, bot1])\n", + " side_faces.append([top0, bot1, bot0])\n", + "\n", + " # x = +CHIP_RADIUS edge\n", + " for j in range(ny - 1):\n", + " top0 = (nx - 1) * ny + j\n", + " top1 = (nx - 1) * ny + j + 1\n", + " bot0 = n_top + (nx - 1) * ny + j\n", + " bot1 = n_top + (nx - 1) * ny + j + 1\n", + " side_faces.append([top0, bot0, bot1])\n", + " side_faces.append([top0, bot1, top1])\n", + "\n", + " # y = -CHIP_RADIUS edge\n", + " for i in range(nx - 1):\n", + " top0 = i * ny\n", + " top1 = (i + 1) * ny\n", + " bot0 = n_top + i * ny\n", + " bot1 = n_top + (i + 1) * ny\n", + " side_faces.append([top0, bot0, bot1])\n", + " side_faces.append([top0, bot1, top1])\n", + "\n", + " # y = +CHIP_RADIUS edge\n", + " for i in range(nx - 1):\n", + " top0 = i * ny + (ny - 1)\n", + " top1 = (i + 1) * ny + (ny - 1)\n", + " bot0 = n_top + i * ny + (ny - 1)\n", + " bot1 = n_top + (i + 1) * ny + (ny - 1)\n", + " side_faces.append([top0, top1, bot1])\n", + " side_faces.append([top0, bot1, bot0])\n", + "\n", + " return np.array(top_faces + bottom_faces + side_faces, dtype=np.int32)\n", + "\n", + "\n", + "# Precompute mesh topology\n", + "_MESH_FACES = _build_mesh_faces()\n", + "print(f\"Mesh topology: {len(_MESH_FACES)} triangular faces\")\n", + "print(f\"Mesh grid: {MESH_GRID_SIZE}×{MESH_GRID_SIZE} = {MESH_GRID_SIZE**2} vertices per surface\")" + ] + }, + { + "cell_type": "markdown", + "id": "7afe5761", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "### Differentiable Vertex Height Computation\n", + "\n", + "To interpolate heights from the radial control points to all mesh vertices, we use\n", + "**Radial Basis Function (RBF) interpolation**. This is fully differentiable, allowing\n", + "gradients to flow from the objective function back to the design parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2d003694", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def compute_vertex_heights(params: np.ndarray) -> np.ndarray:\n", + " \"\"\"\n", + " Compute vertex heights using differentiable RBF interpolation.\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Optimization parameters (shape: NUM_RADIAL)\n", + "\n", + " Returns\n", + " -------\n", + " heights : np.ndarray\n", + " Height at each mesh vertex (shape: MESH_GRID_SIZE^2)\n", + " \"\"\"\n", + " # Transform to physical heights at control points\n", + " radial_heights = transform_params_to_heights(params)\n", + "\n", + " # RBF interpolation width\n", + " sigma = (R_VALUES[1] - R_VALUES[0]) * 1.5\n", + "\n", + " # Compute weighted sum of RBF contributions\n", + " heights = anp.zeros(_R_GRID.shape)\n", + " weight_sum = anp.zeros(_R_GRID.shape) + 1e-10\n", + "\n", + " for i, r_sample in enumerate(R_VALUES):\n", + " w = anp.exp(-0.5 * ((_R_GRID - r_sample) / sigma) ** 2)\n", + " heights = heights + w * radial_heights[i]\n", + " weight_sum = weight_sum + w\n", + "\n", + " return (heights / weight_sum).ravel()\n", + "\n", + "\n", + "def create_extraction_mesh(params: np.ndarray) -> td.TriangleMesh:\n", + " \"\"\"\n", + " Create the extraction surface TriangleMesh from optimization parameters.\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Optimization parameters controlling radial heights\n", + "\n", + " Returns\n", + " -------\n", + " mesh : td.TriangleMesh\n", + " The extraction surface geometry\n", + " \"\"\"\n", + " from tidy3d.components.data.data_array import TriangleMeshDataArray\n", + " from tidy3d.components.data.dataset import TriangleMeshDataset\n", + "\n", + " # Compute heights at each vertex (differentiable)\n", + " heights = compute_vertex_heights(params)\n", + "\n", + " # Build vertex arrays\n", + " x_flat = _X_GRID.ravel()\n", + " y_flat = _Y_GRID.ravel()\n", + "\n", + " # Top surface: (x, y, h(x,y))\n", + " top_vertices = anp.column_stack([x_flat, y_flat, heights])\n", + "\n", + " # Bottom surface: (x, y, 0)\n", + " bottom_vertices = anp.column_stack([x_flat, y_flat, anp.zeros_like(heights)])\n", + "\n", + " # Combine vertices\n", + " vertices = anp.vstack([top_vertices, bottom_vertices])\n", + "\n", + " # Index into vertices to get triangle coordinates\n", + " triangles = vertices[_MESH_FACES]\n", + "\n", + " # Create Tidy3D mesh objects\n", + " coords = {\n", + " \"face_index\": np.arange(len(_MESH_FACES)),\n", + " \"vertex_index\": np.arange(3),\n", + " \"axis\": np.arange(3),\n", + " }\n", + "\n", + " surface_mesh = TriangleMeshDataArray(triangles, coords=coords)\n", + " mesh_dataset = TriangleMeshDataset(surface_mesh=surface_mesh)\n", + "\n", + " return td.TriangleMesh(mesh_dataset=mesh_dataset)" + ] + }, + { + "cell_type": "markdown", + "id": "109069d9", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## 7. Simulation Setup\n", + "\n", + "The simulation consists of:\n", + "\n", + "1. **LED substrate**: Cylindrical high-index region containing the source\n", + "2. **Extraction surface**: TriangleMesh sitting on top of substrate\n", + "3. **Point dipole**: Models spontaneous emission inside the LED\n", + "4. **Field monitor**: Measures flux through a plane above the structure\n", + "\n", + "We use symmetry to reduce computation by a factor of 4." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fd158661", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def make_simulation(params: np.ndarray, include_viz_monitor: bool = False) -> td.Simulation:\n", + " \"\"\"\n", + " Build the complete LED extraction simulation.\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Optimization parameters for surface shape\n", + " include_viz_monitor : bool\n", + " If True, add field monitor for visualization\n", + "\n", + " Returns\n", + " -------\n", + " sim : td.Simulation\n", + " Ready-to-run simulation\n", + " \"\"\"\n", + " # --- Structures ---\n", + "\n", + " # LED substrate cylinder\n", + " substrate = td.Structure(\n", + " geometry=td.Cylinder(\n", + " center=(0, 0, -CHIP_THICKNESS / 2),\n", + " radius=CHIP_RADIUS,\n", + " length=CHIP_THICKNESS,\n", + " axis=2,\n", + " ),\n", + " medium=led_medium,\n", + " )\n", + "\n", + " # Extraction surface mesh\n", + " extraction_mesh = create_extraction_mesh(params)\n", + " extraction_surface = td.Structure(\n", + " geometry=extraction_mesh,\n", + " medium=led_medium,\n", + " background_medium=td.Medium(), # Air - needed for shape differentiation\n", + " )\n", + "\n", + " # --- Source ---\n", + "\n", + " # Point dipole inside the LED (models spontaneous emission)\n", + " # Ex polarization for broad angular emission pattern\n", + " dipole = td.PointDipole(\n", + " center=(0, 0, -DIPOLE_DEPTH),\n", + " source_time=td.GaussianPulse(freq0=FREQ0, fwidth=FWIDTH),\n", + " polarization=\"Ex\",\n", + " interpolate=True,\n", + " )\n", + "\n", + " # --- Monitors ---\n", + "\n", + " # Flux monitor above the extraction surface\n", + " # Using FieldMonitor for autograd compatibility\n", + " flux_monitor = td.FieldMonitor(\n", + " center=(0, 0, HEIGHT_MAX + 0.3),\n", + " size=(2 * CHIP_RADIUS + 0.5, 2 * CHIP_RADIUS + 0.5, 0),\n", + " freqs=[FREQ0],\n", + " name=\"field_flux\",\n", + " )\n", + "\n", + " monitors = [flux_monitor]\n", + "\n", + " # Optional visualization monitor\n", + " if include_viz_monitor:\n", + " viz_monitor = td.FieldMonitor(\n", + " center=(0, 0, 0),\n", + " size=(2 * CHIP_RADIUS + 1, 0, CHIP_THICKNESS + HEIGHT_MAX + 1),\n", + " freqs=[FREQ0],\n", + " name=\"field_xz\",\n", + " )\n", + " monitors.append(viz_monitor)\n", + "\n", + " # --- Simulation Domain ---\n", + "\n", + " pml_pad = WAVELENGTH\n", + " Lx = 2 * CHIP_RADIUS + 2 * pml_pad\n", + " Ly = 2 * CHIP_RADIUS + 2 * pml_pad\n", + " Lz = CHIP_THICKNESS + HEIGHT_MAX + 2 * pml_pad\n", + "\n", + " # Run time: 200 periods of source bandwidth for proper convergence\n", + " run_time = 200 / FWIDTH\n", + "\n", + " sim = td.Simulation(\n", + " size=(Lx, Ly, Lz),\n", + " center=(0, 0, -CHIP_THICKNESS / 2 + HEIGHT_MAX / 2),\n", + " grid_spec=td.GridSpec.auto(wavelength=WAVELENGTH, min_steps_per_wvl=20),\n", + " structures=[substrate, extraction_surface],\n", + " sources=[dipole],\n", + " monitors=monitors,\n", + " run_time=run_time,\n", + " boundary_spec=td.BoundarySpec.pml(x=True, y=True, z=True),\n", + " symmetry=(-1, 1, 0), # Exploit symmetry for Ex dipole\n", + " )\n", + "\n", + " return sim" + ] + }, + { + "cell_type": "markdown", + "id": "78bc7f33", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 8. Visualize Initial Geometry\n", + "\n", + "Let's create and visualize the initial LED structure with a simple starting surface." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "43465fca", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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QCYq2kunWrRuDBg1qstxBBx3E+eefz9atW5k3b16stUlzol0iJNIaFyKjHefl5cWef/TRR2zevJmpU6fG9dE2ZswY+vXrx/PPPw9AXl4eDoeD119/nW3btjW67GiLk+eee65VLUN3nveXX37hww8/bPR1pRRPPfUU48aNQylFRUVF7DF69Giqq6v55JNPAHjqqacoLy/nT3/6U4Pl7Hy7fmv897//BWD69Olx0y+77DKA2DaKGjBgAEcccUTseceOHenbty/ff/99s+uJ3g5aWlrabLmpU6fyxRdf8NRTT9GlS5fY9FtuuYVly5a1+Ljyyitj89TV1QGN96nocrlir+eKo48+Oq4rhuHDhwOR1uL1/xai0xvb5qWlpVRUVGS2okII0Urnn39+3PMjjjiixeNFIpxOZ6wvfNM0qayspLCwkL59+8aOm4kYOHAgn332GWeddRY//PADCxYsYPz48XTu3JlFixalVNdzzz231X291j+X8fv9VFRUcPDBBwPE3pdlWSxdupRx48Y1uPMEdpwTLFmyhCOOOCJ2fIg+Ro0ahWmavPnmmy3WZ+XKlXTs2JGOHTvSv39//vGPfzBmzJgG3T+NGDGCAQMGxJ6bpsnLL7/M+PHj6d27d2x6165d+f3vf8/bb78dO+dLxZIlS+jfvz/9+vWLe4/RVtWvvfZayusQuUW6VhBCCCGESMDPP//MzJkzGTRoEF9++SU33XQTV199dZPlDzzwQKDhLe5NcbvdANTU1CRUr169esU9//HHHwHo27dvg7L9+vXj7bffBiIXgjfeeCOXXXYZnTt35uCDD2bs2LFMmDAhFiaOGDGCk046idmzZzN//nxGjhzJ+PHj+f3vfx8LCrds2RLX919hYSGFhYX8+c9/5pVXXuGggw5i77335phjjuH3v/89hx12WGy+qqoq7rnnHu65555G31t0QJQ1a9bQt2/ftA1Y9uOPP6LrOnvvvXfc9C5dulBSUhLbhlF77bVXg2WUlpY2GYDvTCnV5Gt33303999/P3fffXfsgjVq2LBhrVp+fdEL4cb6x/P7/XEXyrlg521bXFwMQPfu3Rud3tg2V0olFegLIUS6uVyuBl0iJHK8aA3LsliwYAF33nkna9eujTsGl5WVJbXMfffdlwcffBDTNPn666957rnnuOmmmzjvvPPo1asXo0aNSmq5O5+jNGfr1q3Mnj2bxx57rMEga9XV1UDk3MHj8TT7YzpEuqv6/PPPm+yeojWDuPXs2ZNFixahaRoul4t99tmnQZ/B0PA9btmyBZ/P1+h5WP/+/bEsi59//rnZrplaY/Xq1XzzzTcpvUfRvkiQK4QQQgiRgAsvvBCAF154genTp3Pdddfx+9//Pq61RSr69esHEBvoqbVSCeYuueQSxo0bx9KlS3nppZf429/+xrx583j11VcZOnQomqbx5JNP8t577/Gf//yHl156ibPPPptbbrmF9957j8LCQg488MC44HPmzJnMmjWL/v37s2rVKp577jlefPFFnnrqKe68806uueYaZs+eHRts5KyzzmLixImN1q+5Pm7TobXhX1OtiZoLaGHHBXVTF/AffPABF198MVOmTOG8885r8PrWrVvjBm5pSl5eXizo7Nq1KwAbNmxoEIZu2LCBgw46qMXlZUJT26qpbZvINt+2bRv77LNP8pUTQog0aW3r01Rcf/31/O1vf+Pss89m7ty5dOjQAV3XueSSS5IeyCvKMAz2228/9ttvPw455BCOOuooHn744RaD3J0Hc4tK5Bzl1FNP5d133+WKK65gyJAhFBYWYlkWxx57bMLvy7IsfvOb38TdsVLfvvvu2+IyCgoKWhVgt9UPpJZlsd9++3Hrrbc2+vrO5wCi/ZMgVwghhBCilZ5++mmeffZZ5s+fz5577sltt93GSy+9xLRp03jhhRfSso59992Xvn378swzz7BgwYKEBryoLzoC8qpVqxoMWrJq1aoGo1L36dOHyy67jMsuu4zVq1czZMgQbrnlFh566KFYmYMPPpiDDz6Y6667jkceeYQzzzyTxx57jClTpvDwww/H3a5fP9guKCjgtNNO47TTTiMYDHLiiSdy3XXXMWPGDDp27EhRURGmabZ4odSnTx/ef/99QqEQdru90TKJtMjs0aMHlmWxevVq+vfvH5u+adMmqqqqGh25Oxl77bUXeXl5rF27tsFrW7Zs4eSTT2bIkCHccccdjc5/4okn8sYbb7S4nokTJ7J48WIAhgwZAkS62Kgf2q5fv55ffvml0cA43RprVb5p06aMrCscDvPzzz9z/PHHZ2T5QgiRDYkcw5588kmOOuoo7r333rjpVVVVsS6g0iF6R9GGDRti00pLS6mqqoorFwwG48okY9u2bSxfvpzZs2dzzTXXxKavXr06rlzHjh1xu918+eWXzS6vT58+1NbWJt2SOBUdO3YkPz+fVatWNXht5cqV6LqelpC1T58+/O9//+Poo4+Wu1J2E9JHrhBCCCFEK9TU1HDRRRcxdOjQWB+t3bp1Y+7cubz44ossWbIkbeuaPXs2lZWVTJkyhXA43OD1l19+meeee67ZZRxwwAF06tSJhQsXxt1e/8ILL/DNN98wZswYAHw+H36/P27ePn36UFRUFJtv27ZtDVpARoPCaJnDDjuMUaNGxR7RIDfaP2yUw+FgwIABKKUIhUIYhsFJJ53EU0891egF2ZYtW2L/P+mkk6ioqOD2229vUC5av/z8fIAGF5iN+e1vfwvQYNTqaKuW6DZKld1u54ADDuCjjz6Km26aJqeffjrBYJCnnnoKh8PR6PzJ9JE7cOBA+vXrxz333BPXQuquu+5C0zROPvnk2LTq6mpWrlwZu2U1XbZu3cr//ve/2PNAIBDrl7ilVsyJ+vrrr/H7/Rx66KFpXa4QQmRTQUEB0LpjmGEYDb5LlyxZwrp165Ja91tvvdVoP/jR7+36XQT06dOnQf+yOx9vkhFtybzz+9r5OK3rOuPHj+c///lPg2Nr/flPPfVUVqxYwUsvvdSgTFVVVaPnWOliGAbHHHMMzzzzDD/88ENs+qZNm3jkkUc4/PDDY91ppeLUU09l3bp1jfZjXFdXh9frTXkdIrdIi1whhBBCiFa4+uqrWb9+Pf/+97/jbpmcNm0aDzzwAJdccgnHHntswoOUNea0007jiy++4LrrruPTTz/ljDPOoEePHlRWVvLiiy+yfPlyHnnkkWaXYbfbufHGG5k8eTIjRozgjDPOYNOmTSxYsICePXty6aWXAvDtt99y9NFHc+qppzJgwABsNhtPP/00mzZt4vTTTwfggQce4M477+R3v/sdffr0oaamhkWLFuF2u2NhaFOOOeYYunTpwmGHHUbnzp355ptvuP322xkzZkxsW91www289tprDB8+nHPPPZcBAwawdetWPvnkE1555RW2bt0KwIQJE/jXv/7F9OnT+eCDDzjiiCPwer288sorTJ06lRNOOIG8vDwGDBjA448/zr777kuHDh0YNGhQo/3o/epXv2LixIncc889VFVVMWLECD744AMeeOABxo8fz1FHHZXwvmvKCSecwFVXXYXH44lduC1cuJBXX32V888/v8FgJJ07d+Y3v/kNkFwfuQA333wzxx9/PMcccwynn346X375JbfffjtTpkyJa4H89NNPM3nyZO6//34mTZoUm/7ggw/y448/4vP5AHjzzTe59tprAfjDH/7QYotlp9PJuHHjuPDCC3G5XDz00EOxgV3mzp3LBRdc0GSffolatmwZ+fn5sW0mhBDtUfT7/qqrruL000/Hbrczbty4WMBb39ixY5kzZw6TJ0/m0EMP5YsvvuDhhx9OuqunG2+8kY8//pgTTzwx1qXRJ598wr/+9S86dOjAJZdcEis7ZcoUzj//fE466SR+85vf8L///Y+XXnop5ZbAbrebI488kptuuolQKMQee+zByy+/3OgdLddffz0vv/wyI0aM4LzzzqN///5s2LCBJUuW8Pbbb1NSUsIVV1zBs88+y9ixY5k0aRLDhg3D6/XyxRdf8OSTT/LDDz+ktfXyzq699lqWLVvG4YcfztSpU7HZbNx9990EAgFuuummtKzjD3/4A0888UTsXOKwww7DNE1WrlzJE088wUsvvdTqcRpEO6GEEEIIIUSzPvroI2UYhrrwwgsbff2DDz5Quq6riy66qMFr999/vwLUhx9+mPB6ly9frk444QTVqVMnZbPZVMeOHdW4cePUM888Eyvz2muvKUAtWbKk0WU8/vjjaujQocrpdKoOHTqoM888U/3yyy+x1ysqKtS0adNUv379VEFBgSouLlbDhw9XTzzxRKzMJ598os444wy11157KafTqTp16qTGjh2rPvrooxbfw913362OPPJIVVZWppxOp+rTp4+64oorVHV1dVy5TZs2qWnTpqnu3bsru92uunTpoo4++mh1zz33xJXz+XzqqquuUr169YqVO/nkk9WaNWtiZd599101bNgw5XA4FKBmzpyplFJq5syZaufT31AopGbPnh1bXvfu3dWMGTOU3++PK9ejRw81ZsyYBu9vxIgRasSIES1uh02bNimbzaYefPDB2LRofRp7tGaZrfH000+rIUOGKKfTqfbcc0919dVXq2AwGFcm+hm9//7746aPGDGiyfq99tprza534sSJqkePHuquu+5SXbt2VXl5eerkk09Wn3/+uerevbvq0aOH2rhxo1JKKUBNmzYtbv61a9cqQN18881x05v6vA8fPlydddZZCWwZIYRIXWPH+IkTJ6qCgoIGZRs7BtU/RkXNnTtX7bHHHkrXdQWotWvXKqUix6GJEyfGyvn9fnXZZZfFvmMPO+wwtWLFigbHpej36c7f8Tt755131LRp09SgQYNUcXGxstvtaq+99lKTJk2KO8YqpZRpmurPf/6zKi8vV/n5+Wr06NHqu+++a1DH5s6Bmvo+/+WXX9Tvfvc7VVJSooqLi9Upp5yi1q9f3+i2+vHHH9WECRNUx44dldPpVL1791bTpk1TgUAgVqampkbNmDFD7b333srhcKjy8nJ16KGHqr///e8Njoc7GzFihBo4cGCzZZRq/DgW9cknn6jRo0erwsJClZ+fr4466ij17rvvxpVp6pgX3X7Rz0C0TjufIwSDQXXjjTeqgQMHKqfTqUpLS9WwYcPU7NmzG5xvifZPUyrN9zUJIYQQQgghGjjnnHP49ttveeutt9q6Khk3adIkXn/99bjbSTPls88+Y//99+eTTz6JdfkhhBBCCLErkj5yhRBCCCGEyIKZM2fy4Ycf8s4777R1VXYpN9xwQ2zAOCGEEEKIXZn0kSuEEEIIIUQW7LXXXg0GlhOpe+yxx9q6CkIIIYQQWSEtcoUQQgghhBBCCCGEECLHSR+5QgghhBBCCCGEEEIIkeOkRa4QQgghhBBCCCGEEELkOAlyhRBCCCGEEEIIIYQQIsfJYGdCCCGEyFmWZbF+/XqKiorQNK2tqyOEEK2mlKKmpoZu3bqh64m3n/H7/QSDwaTW7XA4cLlcSc0r2jc5bgohRNtI9bjfWhLkCiGEECJnrV+/nnsX3Q5aS6cs2vZHfVa9VxWG5UEjs0MDWJqdHTc8WegqlNH1NUZpBip2iqfQVCjj77tBHdBQmp3oPtEIoykzq3WA1u2PsAUbt4axrAYvpYXNZsNm2/H5DQQCZHuICk3TcDqdsefhcJhwOJzVOkAkXIxe2FiWlXRImYrW7g9N0ygtLU05CLv++uv5+eef2XPPPROaz+/3k5eXl/R6u3Tpwtq1ayXM3Q2tX7+e7t27t3U1hBBit5XMcT8REuQKIYQQImcVFRWBZsMwdIwW8pSguSPMtekWuhYJjJSKxJglbjd2PbMBWtDUqPEbABS5TBxG9seUtRRs80VO8RyGosiV/QAVoMZvbN8nUJofRm+DhmEt7g9lobDo1qMXmu7ISB0sy6KyshKIBJnFxcUZWU9LqqurY8FpWVlZRluKNCUYDFJdXQ1AcXExDkdmtnlzWrs/TNOkoqIipSDX2v7rQFFRUcLzphpyb9y4kWAwKEHubij6efvxxx8pKSlp28q0gmVZbNmyhY4dO7bJ91KipL6ZJfXNLKlvZlVVVdGjR4+kjvuJkCBXCCGEEDkrGqIYGhhG0ydwwe0NLXUtEmSalo5hA12PPLcUOOwGdiNzdQ2Foc6v4dx+dlUXsuG0K+xZPNuyFFR7NWwG2A0IhnVClk6BK7uBstevYSqNPIciZEJdyE5xgcpqmNua/aGUibIsnC4nui351o9NiYaGdrsdp9OJ3+/HNM2Mn+DvrKamBsuyKCwsJBAIUFdXl/UwNxgMUlVVFWtl6vP5yM/Pz2qYm8j+CAaD6LoeeyQjFIp8MaXaqjfR+bPd4lvklujnxe1243a727g2LbMsC7/fj9vtbhdBjdQ3s6S+mSX1zazoD7iZ7tYm97eEEEIIIUQzgiEwVSTsddrBbgMFBMNk7Hb5nYXCUOXTsOlQUqgoKVTY9Mi0UJbuYI+GuGELSvIVJQWKAqfCG9Dw+rOXoHr9Gt6ARoEzUoeSfEXYitTNylK+lBP7Y3toGAqFKC8vp6ysDLfbjcfjoaamJjuVIBLiejwe3G43ZWVllJeXEwqFqKysjF1wZFowGKSiogK73U55eTnl5eXY7XYqKiqy1r1CruyPRGmaltRDCCGEELsmaZErhBBCiHahsVZmoTCYSsPQIi0t1fZAFxuEwhrBMNijt9MrKyMt1UImVHsNDEPhzjdjPfW686HaZ1DlheICM6OtgS0VWZdpKooLTGxGZFvkO0GhU+vXUSgKnJkN7rwBHa9fo8Blku+0UApsBhTnR7ZRlReK882MtsxNZH8oZUY2VJrtHBpGW51GW356PJ6455lSP8SNrsvhcFBeXk5FRQWVlZUZb5lbP8Stv66ysjIqKyupqKiI20aZkCv7IxnJBrPSKlcIIYTYNUmQK4QQQoicpmnRwC1+esg0MJWOoVnYjfjXDQAdQpaNoAk2zcIKe7Gs9PYXGzJ1PIF8DC2I2+6DcP0h1sBth2ozn6paHbfTh91If5CqFFT78zGVwu30YVhWXEvkPB2UzYG3zokKB8h3ZKYFpC/owBdykm+vI08PYtUbV8wAihyRbVVVY1Hs8pGJRoMJ7w/dBD29p8NNhYZR2QoPGwtxo7IV5jYV4gLoup6VMDdX9keypIWtEEIIIeqTIFcIIYQQOU0p0DSD+slffEvc7U1wd2IYRMLcsIapDDSjAN2WvlZqIRNq6gxstmgr08YDoBJ7pCVoTdCd9pa5lgKPz8ACSgpN7EZBo+UK7aAFdLz+AjRbXtpb5noDOr6wTkGeRYHTCTgblHHat28LrwNPyJH2lrnJ7A93fgi7lr6+FloKDaMyHR42F+JGZTrMbS7Ejcp0mJsr+yMVEuQKIYQQoj4JcoUQQgjRLkTDjPp94jrszQccNg0wIGyCx2/QoTA9A26FwlDtiwwqFhnEq+l01tCgpCDSR2y1z0ZJfnoGQIuEuBqmBSUFCrut+YS40AUa4A0YaKRvADSvX8MX0Ch0KQpc2zd4Exy2yLao8ml4fLa0DYCW7P7w+Oy486xGYufEtTY0jMpUeNiaEDcqU2Fua0LcqEyFuanuD6czHZ+K1EmQK4QQQoj6ZLAzIYQQQrQb8SFu6+bRdTB0MNM04Fb9gbRaG0TqWqRsugbc2nlgs9YGwwWu9A6AVn9gs9YGw3YbaR0ALZX9YRhQXecgGAy1PFMzEg0No4qKitI64FYiIW5UNMxN1wBoiYS4UdEwN10DoKVjf3i93pTqABAOZ2lkPSGEEELsNiTIFUIIIUS7kEyIG6Xp4M5LPTxMJjSMSleYm2yIG5WuMDeZEDcqXWFuyvsj38SmW2zdVp10eJhsaBiVrjA3mRA3Kl1hbjIhblS6wtx07Y/a2tqUgthAIJByKA47WuQm+hBCCCHErkmCXCGEEELkvJCpJR3iRtmM1MLDVELDqFTD3FRD3KhUw9xUQtyoVMPcdO0Pd14Im82WVHiYamgYlWqYm0qIG5VqmJtKiBuVapibzv1RWFiIZVlJBcqBQIBwOJyWbiqyFeSuW7eOs846i7KyMvLy8thvv/346KOPUq6/EEIIIdJLglwhhBBC5DgdhZZSiBuVbHiYjtAwKtkwN10hblSyYW46QtyoXNkfHUrdCYeH6QoNo5INc9MR4kYlG+amI8SNSjbMTff+KCgoQNd1TNMkEAi0er5oiGuz2bDZUu8MOxtB7rZt2zjssMOw2+288MILfP3119xyyy2UlpamXH8hhBBCpJcMdiaEEEKInKehWhzYrLWi4WGVT6Paq7UYBKYzNIyKhrnVXo0qn9ZiMJvuEDcqGsR6A1rc86akM8SNyon9keCAW+kODaMSHQAtnSFuVKIDoKUzxI3Klf0RDWKjXSy0NABa/RDX6XQSCqXW9zJkZ7CzG2+8ke7du3P//ffHpvXq1Suj6xRCCCFEciTIFUIIIURu08Cmh1FWkmGGApSGFfJhbm9hqANFDh2P38W2Gotil5/GspKQGSlj6BZFDj8qDGbSb6ShIgdU+11sq9Vxu/zYjYYtIJWKlDGtSBldWZip50MxLgMsm53aOgeWGSTf0fjCfUE7vqCDfEcQlxFKax3abH8oC02LBI+tDQ8zFRpGtTbMzUSIG9XaMDcTIW5UruwPh8NBKBRqMczdOcRNl2wEuc8++yyjR4/mlFNO4Y033mCPPfZg6tSpnHvuuRldrxBCCCESJ0GuEEIIIXKapiw0dEg6y4jMqOk2NH1HK1KHDsV6mOo6B55APu68UFzrzpCp4Qk4sBkW7jwTXUuxX4cmalacb+Kp0/EE8inOC2I3dtTRUuDx2zGVTnF+ELthAEba61HgAk0z8QadaJpBvjM+HvUFDHwhGwXOMPlOgPRvizbZHyr+fbYUHmY6NIxqKczNZIgb1VKYm8kQNypX9kc0mG0qzM1UiJuq6Ocnyul0Nlq/77//nrvuuovp06fz17/+lQ8//JCLLroIh8PBxIkTs1VdIYQQQrSCBLlCCCGEyGkKQNNiLSeTmh/QDCf6Thmo04BSHap8Nmr8ttit+qEwePwadgOKCzR0Lf3haZQOlBRGuk7w+F2xrhMsBTXeyCBvpQUKuy2zAVFhPmi6hjfgRNN3dJ3g9Wv4QhqFLkWBy04mQtyobO8PpUyUFd+0uKnwMFuhYVRTYW42QtyopsLcbIS4UbmyP5oKczMd4qbSIrd79+5xz2fOnMmsWbMalLMsiwMOOIDrr78egKFDh/Lll1+ycOFCCXKFEEKIHCNBrhBCCCF2azv30VrgUlSnuQ/WluzcZ25xvsLrT3+fuC3Zuc/c6P/T2SduS3Jif+wUHpaVleHxeLIWGkbtHOZG/5+NEDdq5zDX7XZTWVmZlRA3Klf2x85hbvT/mWyJm0qQ+/PPP+N2u2PPm6pj165dGTBgQNy0/v3789RTTyW1XiGEEEJkjgS5QgghhMh5SkVaqCY7r1IQbq4zVQ0KnYrqOp1ArYZNiwSXppXePnFbUuBSeLwaW2sj4VhxngUahLJYCYc98r5r/JHwKN+hcNhVVuuQrf2hFGBp6KEwmhVs8Lrb7Wbr1q1s3rwZgA4dOgCRbgWyxel0kp+fT1VVFQCFhYU4nc6s1gGguLiYrVu34vf7sdlsuN3uuEAzG7K5P0KhEEopLCu+32q73Y5SKvbeDcPAbrc3KAegVOo/fqQS5Lrd7rggtymHHXYYq1atipv27bff0qNHj6TWK4QQQojMkSBXCCGEEDlNQ6HQaCQnaRVFJLALhbVmw2DLItY/ra5BMKw1OuBWJikFhgHa9gAobGlY2c3KIvVgx7ZQRLZFtmVjfyilg2VgBYJx/SfveF1hs9lirU5DoRCmmc1Ee0c9oq1OlVL4/f6s18GyrFgddF3H7/dnfBCunWVzf4TDYSzLavI91p/eWIibLtkY7OzSSy/l0EMP5frrr+fUU0/lgw8+4J577uGee+7J6HqFEEIIkTgJcoUQQgiR0wzLQ2lREXZHcqctYTMyUNZh/UMU5aW5cqJdU+E6rKCHsiF/wJbXua2rI3JIdXU1//3vf3E6ndjtO/qF9nq91NbWUlhYCBD7f0FBQYNlpCNwz0aQe+CBB/L0008zY8YM5syZQ69evbjttts488wzM7peIYQQQiROglwhhBBC5DQNhc0AewrjW1kKivKguGHWInZjVsjCMsKUlrixF3Ro6+qIHGOz2bDb7bGWyDU1Nfh8PkpKSmJ9FNtsNjweDzabrUG/xdnueiIVY8eOZezYsW1dDSGEEEK0QIJcIYQQQuQ0XQdlBbHM5EIRZWooUyfs20hItZ9gRWSeZfrRsjOGm2jnampqGh1obucB6dI9CF02WuQKIYQQov2QIFcIIYQQOU1pBkqFUVZyYYaydJQyMIMeTD2Q5tqJ9kxZQXTD1dbVEDmuqRA3KpNhrgS5QgghhKhPglwhhBBC5DTTshEw83Dl6UnNb+mgaxrOkr64pGsFUY8V8mIFqtq6GiKHeb1efD5fkyFuVKbD3EQoJc3MhRBCiF1VcldEQgghhBBZohHGF9Lx+qVVmhAie8LhMLW1tS2GuFFFRUW43W48Hg81NTVpqUO0RW6iD5E77rjjDnr27InL5WL48OF88MEHTZZdvHhxg33pcsldA0IIIXaQFrlCCCGEyGmaMsm3W3gDkdOWApe0NhNCZF4oFKKwsDCh1rX1W+Y6nc6U65BMMCtBbu54/PHHmT59OgsXLmT48OHcdtttjB49mlWrVtGpU6dG53G73axatSr2XPanEEKI+iTIFUIIIUTOy3NY2CyFNxC5oJUwVwiRaXa7nYKCxPtjiYa5W7duTbkOEuS2b7feeivnnnsukydPBmDhwoU8//zz3HffffzlL39pdB5N0+jSpUvqKw8GI4+d6TrYbPHlmqJpYLcnVzYUgqa6+WisbDAYqVsqywVwOJIrGw6DZbW+bFP1hUh9o3+HLS032bKmGXm0tmxz9bXZdrzW0nKzUdaymq+vYUQe0bLhZgayzUZZpVpfX6Uin8um1P/7zFRZaL6+ufod0dSxLRe/IzJMglwhhBBCtAvR8DaZMLe58y4hhGiMzZb8pVJRURGBgAyuuDsLBoN8/PHHzJgxIzZN13VGjRrFihUrmpyvtraWHj16YFkW+++/P9dffz0DBw5ssnwgEIj7rEX7aeaWW1CNdMug9t4bzjxzx4SbbkJrIgBSPXrApEk7Jsyfj+bzNV62a1c477wdE26/Ha2qqvGyHTvC1KkAWJZF3oMPgt+PaiSoUSUlcPHFOybcey/ahg2NLzc/H664YseEBx9E+/HHxsva7fDXv+6Y8OijaN9912hZADVzZqy+zuefh3XrGq0vgJoxY0eo8+yzaP/7X9PLvfxyiP5g9MILaB991HTZiy+GkpLIk2XL0Jr5HKkLLoBOnbAsC/t778H//td0fadMgT32iDx59120V15perkTJ0LPnpEnH36I9sILTZc94wzYd9/Ik//9D+2ZZ5oue/LJMHAglmVhfPstvPpq0/U94QQYMiTy5Ntv0R59tOnlHnccHHRQ5MkPP6A98EDTZUeNgsMOizxZtw7tn/9suuyIETByJJZloVVUwF13NV3fQw6BY46JPKmqQluwoOnlHnAAjBkTeeL1ov39702X/dWvYPz4yJNgEG3evKbL9u8Pp56KZVmRftSvv77p+ubQd0S0vuruu1GVlY2XzaHvCCtLFxwS5AohhBCi3UgmzA2HIdRMIxAhhMiE/Pz8lJchLXLbr4qKCkzTpHPnznHTO3fuzMqVKxudp2/fvtx3330MHjyY6upq/v73v3PooYfy1VdfseeeezY6z7x585g9e3aD6V6vF1sjLSDDHg/+zZtjzwtqa9GaaHlo1tRQt3PZurpWlc2vqUH3ehsta7lc+LaXtSwLva4O3edr9LNrGUasLEBeTQ1GE8tVloW3tWVttriyLo8HWxNlAWrr1dfyerF5vU3+rdVu3hwLcp3V1dibWa53yxbU9tdbVXZ7i0dHVRWOZsr6Kiqwttc3VFuLo5n6+ioqsLa3aLRv24azmeXWVVZibv9ua1XZ7dvNtnUrrmbK+rduJbx5M5ZlUefx4GqmvtGyAEZlJXnNLDewbRuhJMrqFRXkN1M2WFVFcHt9a6uryW+mvtGyAFp1NQXNLDdUXU0gWtbna3VZgkEKmykb/bu3LIvq6moKm6lvLn1HROubV1vb5N9nLn1HVFdXN/l6OmlKhjUVQgghRI7yeDzcfstfKSspxOEwYtO9AR2vX6fAZVHgbPrX75AJ22oNHDb47dAa3PnSNFfsYIV9qLCPzgffhL1gj7aujsghW7duZcmSJbhcLhxJ3i7p8/mYMmUK1dXVuN3uhOb1eDwUFxfTqVMn9KZuf22CZVls3n5Bmeh6RfqsX7+ePfbYg3fffZdDDjkkNv3KK6/kjTfe4P33329xGaFQiP79+3PGGWcwd+7cRss01iK3e/fuVG7YQEm09WZ9OXbbtGVZbFm/no7l5Y1/1nPstmnLstiyYQMdy8qa/tvMoa4VLMtiy8aNdOzQoen65lDXCpZlsWXTJjqWljZd3xzqWsGyLLZs3kzHkpLW1beNu1awLIstW7bQsbi46frm0HdErL4lJejtoGuFqqoqysrKMn78lRa5QgghhMhphg7K8mHVOz/N00HZHHjrnKhwgHxHwxPHkKnjCeSjE8IgTMCzmkDAn8Wai1ynrBC6vfUDWQmRbdIit/0qLy/HMAw2bdoUN33Tpk2t7gPXbrczdOhQvmvmdl6n09nowHq6y4XeSNcKDbSmTDJlExjsT3M4IvVtzY8WiQwimEjZBH6w0ez21tc3kR+CEimr6/HhVTM0m6319U1guZkqqxlGYvVtbTc4GSqr6Xrr6ws7Qt02KqtpWmL1bePvCE3T0J3O1te3Db8jEv3hNVkS5AohhBAip5kWaHo+uj3+BLXQDlpAx+svQLPlxbXMDZlQU2dgs0GB0yRkunC698EpLXJFPdEWuULkKgly2y+Hw8GwYcNYvnw547f3Y2lZFsuXL+fCCy9s1TJM0+SLL77gt7/9bQZrKoQQoj2RIFcIIYQQuU2BpuloWsOWBoUu0ABvwEBDp8ClCIWh2qdhM6C4QGFaBpqlodny0FvZcETsPiyzmdsAhWhjEuS2b9OnT2fixIkccMABHHTQQdx22214vV4mT54MwIQJE9hjjz2Yt32Qojlz5nDwwQez9957U1VVxc0338yPP/7IlClT2vJtCCGEyCES5AohhBCiXas/AFrIjLTGtemREFfXQMY5E0II0RZOO+00tmzZwjXXXMPGjRsZMmQIL774YmwAtJ9++inuVtxt27Zx7rnnsnHjRkpLSxk2bBjvvvsuAwYMaKu3IIQQIsdIkCuEEEKIdq/ApQiZEAxHWqIVF1jo0ihNCNHOSYvc9u/CCy9ssiuF119/Pe75/PnzmT9/fhZqJYQQor2SIFcIIYQQ7V4oHGmJG1UX0GItdYUQor2SIFcIIYQQ9UmQK4QQQoh2LRSGKp+2vTsFi7qAhjcQCTIkzBVCtGcS5AohhBCiPglyhRBCCNFuxYe4kT5x6/eZC+CwS5grhGifJMgVQgghRH0S5AohhBAipxkGWKYPMxQfToRMHY/fhaFbFDn8qPCOgc1cBlg2O7V1DpyhEIauCFStwe8PZP8NiJylrCC64WrragjRJAlyhRBCCFGfBLlC7KZef/11jjrqKF577TVGjhyZ9fVblsXgwYM544wzuOqqq7K+/uZ8/fXXDB48mM8++4xBgwa1dXWE2O0pBZpmQ6s3snfI1PAEHNgMC3eeia7ZG8xX4AJNM6kJOMizWxgON4YznM2qixxnmX40abAthBBCCCHaCQlyRcLOOussnnzyST7//HP23XffuNduuOEGZsyYwX/+8x/Gjh3LpEmTeOCBB5pdXo8ePfjhhx9aXO+aNWu46aabWLZsGevXr8fhcLDffvtx6qmnct5555GXl5fK29pl3XnnneTn5zNp0qS2rkqcRx99lJ9//rnJUXwzZd26dVx66aW8/PLLWJbFUUcdxfz58+ndu3eszIABAxgzZgzXXHMN//73v7NaPyFEQ5YFmu5ANyKnLaEwePwadgOKCzR0zWhy3sJ8sNAImTq2/K7YC7JVa9EeWCEvVqCqrashRJOkRa4QQggh6pMgVyTs1ltv5b///S/nn38+r776amz62rVrmTNnDieddBJjx44F4I9//COjRo1qdDnLly9n8eLFHHzwwS2u8/nnn+eUU07B6XQyYcIEBg0aRDAY5O233+aKK67gq6++4p577knPG9zF3HnnnZSXlzcIco888kjq6upwOBxtUq+bb76Z008/neLi4qyts7a2lqOOOorq6mr++te/YrfbmT9/PiNGjOCzzz6jrKwsVvb888/nt7/9LWvWrKFPnz5Zq6MQonmN9YnbkjynQgUk2BBCZFc4nPodABLkCiGEEKI+veUiQsTr1KkTN954I6+99lpca9upU6dit9tZsGBBbNohhxzCWWed1eBx9NFH8/zzz9OjRw/uuuuuZte3du1aTj/9dHr06MHXX3/NggULOPfcc5k2bRqPPvooX3/9NQMHDmxyfsuy8Pv9qb/xXYyu67hcLnQ9+18Dn376Kf/73/849dRTs7reO++8k9WrV/Pcc89x5ZVXxlrmbtiwgVtuuSWu7KhRoygtLW2xRbkQu4J58+Zx4IEHUlRURKdOnRg/fjyrVq1qcb4lS5bQr18/XC4X++23H//973/jXldKcc0119C1a1fy8vIYNWoUq1evTrqeyYS4UbamG+0KIUSjLMtKet5gMEh1dXXKdYgGuYk+hBBCCLFrkiBXJGXKlCkcdthhXH755VRWVvLYY4/x4osvcu2117LHHns0O69lWZx55pls27aNRx55hNLS0mbL33TTTdTW1nLvvffStWvXBq/vvffeXHzxxbHnmqZx4YUX8vDDDzNw4ECcTicvvvgiEAkQjzvuONxuN4WFhRx99NG89957ccsLhULMnj2bffbZB5fLRVlZGYcffjjLli2Lldm4cSOTJ09mzz33xOl00rVrV0444YRWdRGxbNkyDj/8cEpKSigsLKRv37789a9/jSsTCASYOXMme++9N06nk+7du3PllVcSCDQcpOehhx7ioIMOIj8/n9LSUo488khefvllAHr27MlXX33FG2+8ETuxj/aH+/rrr6NpGq+//nrc8pYsWcKwYcPIy8ujvLycs846i3Xr1sWVmTRpEoWFhaxbt47x48dTWFhIx44dufzyyzFNk5YsXboUh8PBkUceGZv22muvoWkaTz/9dIPyjzzyCJqmsWLFihaX3Zwnn3ySAw88kAMPPDA2rV+/fhx99NE88cQTcWXtdjsjR47kmWeeSWmdQrQHb7zxBtOmTeO9995j2bJlhEIhjjnmGLxeb5PzvPvuu5xxxhmcc845fPrpp4wfP57x48fz5ZdfxsrcdNNN/N///R8LFy7k/fffp6CggNGjRyf141rI1JIOcYUQIhnBYJBQKJTUfBUVFRhG6r8gSZArhBBCiPqkawWRFE3TuPvuuxk6dCgXXHABb731FgcccADTpk1rcd65c+fy2muvcd1113HooYe2WP4///kPvXv3blXZqFdffZUnnniCCy+8kPLy8ligecQRR+B2u7nyyiux2+3cfffdjBw5kjfeeIPhw4cDMGvWLObNm8eUKVM46KCD8Hg8fPTRR3zyySf85je/AeCkk07iq6++4k9/+hM9e/Zk8+bNLFu2jJ9++omePXs2Wa+vvvqKsWPHMnjwYObMmYPT6eS7777jnXfeiZWxLIvjjz+et99+m/POO4/+/fvzxRdfMH/+fL799luWLl0aKzt79mxmzZrFoYceypw5c3A4HLz//vu8+uqrHHPMMdx222386U9/orCwMDagWOfOnZus3+LFi5k8eTIHHngg8+bNY9OmTSxYsIB33nmHTz/9lJKSklhZ0zQZPXo0w4cP5+9//zuvvPIKt9xyC3369OGCCy5odv+8++67DBo0CLt9x+BEI0eOpHv37jz88MP87ne/iyv/8MMP06dPHw455BAgEnTX1NQ0u46o8vLy2Hb9/PPPOfvssxuUOeigg3j55ZepqamhqKgoNn3YsGE888wzeDwe3G53q9YnRHsU/bEravHixXTq1ImPP/447geX+hYsWMCxxx7LFVdcAUS+25ctW8btt9/OwoULUUpx2223cfXVV3PCCScA8K9//YvOnTuzdOlSTj/99FbXT6FREzBw2iTEFUJkj6ZpbNu2Dbvd3uquqKIhrt1uT9v4DRLMCiGEECJKglyRtIEDB3L55Zczb948DMPg+eefb/E2/TfeeIO5c+dy9NFH85e//KXFdXg8HtatWxcLAVpr1apVfPHFFwwYMCA27Xe/+x2hUIi33347NrDVhAkT6Nu3L1deeSVvvPEGEOmP97e//W2Tfe5WVVXx7rvvcvPNN3P55ZfHps+YMaPFei1btoxgMMgLL7wQCxh39sgjj/DKK6/wxhtvcPjhh8emDxo0iPPPP593332XQw89lO+++445c+bwu9/9jieffDJu2ysVGYJ7/PjxXH311bGWtc0JhUL8+c9/ZtCgQbz55pu4XC4ADj/8cMaOHcv8+fOZPXt2rLzf7+e0007jb3/7GxDpU3b//ffn3nvvbTHIXblyZSw4j9I0jbPOOotbb72V6urqWN+5W7Zs4eWXX44F0RAZKG3y5MnNrmPnbbF161YCgUCjrbqj09avX0/fvn1j03v37o1lWaxcuZKDDjqoVesTYlcQvR24Q4cOTZZZsWIF06dPj5s2evTo2I9Na9euZePGjXH9pBcXFzN8+HBWrFiRWJCr2bFpiuICJMQVQmSNw+HANE0qKiooLy9vMcytH+KWlZVJ115CCCGESDsJckVKomFkt27dGDRoULNlKyoq+P3vf09ZWRkPPfRQq/pm9Xg8AHGtJFtjxIgRcSGuaZq8/PLLjB8/PhbiQiTA+/3vf8+iRYtirS5LSkr46quvWL16Nfvss0+DZefl5eFwOHj99dc555xzWuwaor5oi9ZnnnmGyZMnN7oNlixZQv/+/enXrx8VFRWx6b/+9a+BSBcEhx56KEuXLsWyLK655poGy0mm5cZHH33E5s2bmTVrVizEBRgzZgz9+vXj+eefjwtyIRLe1nfEEUfw4IMPtriuysrKRrfbhAkTmDdvHk8++STnnHMOAI8//jjhcDguiB49enRcVxetUVdXB4DT6WzwWvT9RstERetYfz8IsauzLItLLrmEww47rNnv9Y0bNzZo4d+5c2c2btwYez06rakyjQkEAnHdyHg8HnQNCh11YOkk02OlMjWUqRP2bSSkUh98SOw6LNOPptq6FiJXaZpGaWkpHo+nxTB35xA3XWMQyGBnQgghhKhPglyRtJ9//pmZM2cyaNAgvvzyS2666SauvvrqRssqpZgwYQIbNmzghRdeoEuXLq1aR/R29tbeRh/Vq1evuOdbtmzB5/PFtbaM6t+/P5Zl8fPPPzNw4EDmzJnDCSecwL777sugQYM49thj+cMf/sDgwYOBSBB44403ctlll9G5c2cOPvhgxo4dy4QJE2Lvq7q6Oi4UdDgcdOjQgdNOO41//vOfTJkyhb/85S8cffTRnHjiiZx88smxE/7Vq1fzzTff0LFjx0bf2+bNmwFYs2YNuq7HBdap+PHHHwEa3Ub9+vXj7bffjpvmcrka1LG0tJRt27a1an3RlrI7r+fAAw/k4YcfjgW5Dz/8MAcffDB77713rFzXrl0bbVnbnOjtjY31MxxtMbPzLZDROsoFkdidTJs2jS+//LLB33y2zJs3r8GPRjfMmgbYUFZyf4vK0lHKwAx6MPWG3wGZ8uknn2RtXSI5dgP8IcWfft+DDZUt9/Eu2k5j5w3ZoGkaZWVlVFZWNhnmZirEja5fglwhhBBCREmQK5J24YUXAvDCCy8wffp0rrvuOn7/+9/HtXiN+vvf/84LL7zAFVdcwejRo1u9DrfbTbdu3eIGz2mNVPokO/LII1mzZg3PPPMML7/8Mv/85z+ZP38+CxcuZMqUKQBccskljBs3jqVLl/LSSy/xt7/9jXnz5vHqq68ydOhQLr74Yh544IHYMkeMGMHrr79OXl4eb775Jq+99hrPP/88L774Io8//ji//vWvefnllzEMA8uy2G+//bj11lsbrV/37t2Tfm/plMoAHmVlZU0GvhMmTODiiy/ml19+IRAI8N5773H77bfHlamrq2v1SNDRcL1Dhw44nU42bNjQoEx0Wrdu3eKmR+vYVDcYQuxqLrzwQp577jnefPNN9txzz2bLdunShU2bNsVN27RpU+xvLvrvpk2b4n542bRpE0OGDGlyuTNmzIjrssHj8fCve25AN/Ix7Mmdtlg66JqGs6QvroKkFpGUL75/r+VCok3lOzVKimTsX9E8XdebDHMzGeKCBLlCCCGEiCdnriIpTz/9NM8++yxz585lzz335LbbbsPhcDQ62Nn777/PVVddxfDhw7nuuusSXtfYsWNZs2YNK1asSLq+HTt2JD8/n1WrVjV4beXKlei6HheQdujQgcmTJ/Poo4/y888/M3jwYGbNmhU3X58+fbjssst4+eWX+fLLLwkGg9xyyy0AXHnllSxbtiz2iE6HyMXA0Ucfza233srXX3/Nddddx6uvvsprr70WW+7WrVs5+uijGTVqVINHtMVsnz59sCyLr7/+utn33tqT+R49egA0uo1WrVoVez0d+vXrx9q1axt97fTTT8cwDB599FEefvhh7HY7p512WlyZxx9/PNYqt6VHlK7r7Lfffnz00UcN1vn+++/Tu3fvBl14rF27Fl3X2XfffdPwroXIXUopLrzwQp5++mleffXVBnc1NOaQQw5h+fLlcdOWLVsWG5SwV69edOnSJa6Mx+Ph/fffj5VpjNPpxO12xz2EEKKtRcNcu91ORUUFwWAw4yEu7AhyE30IIYQQYtckQa5IWE1NDRdddBFDhw7lT3/6ExBpyTh37lxefPFFlixZEitbVVXF6aefTn5+Po8++ih2uz3h9V155ZUUFBQwZcqUBq2/INLFwIIFC5pdhmEYHHPMMTzzzDP88MMPsembNm3ikUce4fDDD4+FBZWVlXHzFhYWsvfee8duyff5fA0Gr+jTpw9FRUWxMgMGDIgLX4cNGwZEBtzaWbRlWnTeU089lXXr1rFo0aIGZevq6vB6vUBkIDNd15kzZw6WFd9rZP3bDwsKCqiqqmp2+wAccMABdOrUiYULF8Z1P/DCCy/wzTffMGbMmBaX0VqHHHIIX375ZaPdHJSXl3Pcccfx0EMP8fDDD3Psscc2aBEb7SO3NY/6Tj75ZD788MO4MHfVqlW8+uqrnHLKKQ3q8vHHHzNw4MDYwGtC7KqmTZvGQw89xCOPPEJRUREbN25k48aNcV3ETJgwIW5Qx4svvpgXX3yRW265hZUrVzJr1iw++uij2N0amqZxySWXcO211/Lss8/yxRdfMGHCBLp168b48eOz/RaFECJl9cPcLVu2sGXLloyGuCBBrhBCCCHiSdcKImFXX30169ev59///nfc7fXTpk3jgQce4JJLLuHYY4+lqKiI888/nx9++IHTTjuNd955h3feeafRZdYfyGpnffr04ZFHHuG0006jf//+TJgwgUGDBhEMBnn33XdZsmQJkyZNarHe1157LcuWLePwww9n6tSp2Gw27r77bgKBADfddFOs3IABAxg5ciTDhg2jQ4cOfPTRRzz55JOxcOLbb7/l6KOP5tRTT2XAgAHYbDaefvppNm3a1OIo7HPmzOHNN99kzJgx9OjRg82bN3PnnXey5557cvjhhwPwhz/8gSeeeILzzz+f1157jcMOOwzTNFm5ciVPPPEEL730EgcccAB77703V111FXPnzuWII47gxBNPxOl08uGHH9KtWzfmzZsHwLBhw7jrrru49tpr2XvvvenUqVNs4LT67HY7N954I5MnT2bEiBGcccYZbNq0iQULFtCzZ08uvfTSFrdxa51wwgnMnTuXN954g2OOOabB6xMmTODkk08GYO7cuQ1eT6aPXICpU6eyaNEixowZw+WXX47dbufWW2+lc+fOXHbZZXFlQ6EQb7zxBlOnTk14PUK0N3fddRcAI0eOjJt+//33x75ff/rpp7ig4tBDD+WRRx7h6quv5q9//Sv77LMPS5cujRsg7corr8Tr9XLeeedRVVXF4Ycfzosvvhg3oKIQQrQnuq7jdrtjA6G63e6MhbggXSsIIYQQIp4EuSIhH3/8MXfccQdTp07lwAMPjHvNMAwWLlzIwQcfzNVXX82CBQt4771I/4CPP/44jz/+eJPLbS7IBTj++OP5/PPPufnmm3nmmWe46667cDqdDB48mFtuuYVzzz23xboPHDiQt956ixkzZjBv3jwsy2L48OE89NBDDB8+PFbuoosu4tlnn+Xll18mEAjQo0cPrr32Wq644gog0kftGWecwfLly3nwwQex2Wz069ePJ554gpNOOqnF9/HDDz9w3333xfpYGzFiBLNnz461+tR1naVLlzJ//nz+9a9/8fTTT5Ofn0/v3r25+OKL427znzNnDr169eIf//gHV111Ffn5+QwePJg//OEPsTLXXHMNP/74IzfddBM1NTWMGDGi0SAXYNKkSeTn53PDDTfw5z//mYKCAn73u99x4403UlJS0uI2bq1hw4YxePBgnnjiiUaD3HHjxlFaWoplWRx//PFpW29RURGvv/46l156Kddeey2WZTFy5Ejmz5/fYOC25cuXs3XrViZOnJi29QuRq1oziNDrr7/eYNopp5zSaGv2KE3TmDNnDnPmzEmlekIIkTOCwSCVlZWxu8wqKysbHQBNCCGEECITNNVWQ8AKIXZrDz74INOmTeOnn35qEBKHw2G6devGuHHjuPfee9ukfuPHj0fTNJ5++uk2Wb8QIsLj8XD73/9KeQc3Dkdyvz+HTAiGNX4zJERxFgc7u+fue7K3MpGU6GBnf7u3kg2VZltXRzQj25csW7duZcmSJbhcriYHNoNIkBsKhRoNc30+H1OmTKG6ujrh/r49Hg/FxcX0798/4QFmTdPkm2++SWq9ov2Lfna2bduW1oYYmWJZFps3b6ZTp04Zbd2eLlLfzJL6ZpbUN7OqqqooLS3N+PFXWuQKIdrEmWeeyY033sgdd9zBVVddFffa0qVL2bJlCxMmTGiTun3zzTc899xzfPbZZ22yfiHETjRQykKp5II2pUApHRWuwwpZLc+QJvlOub051+U5NQxd9pNoWVMDm5WVlVFZWRm70yrdLXOlawUhhBBC1CdBrhCiTei6zpdffhk37f333+fzzz9n7ty5DB06lBEjRrRJ3fr37084HG6TdQshGjJ0HWX5sELJza9MHWXaCXhWEwj4W54hTQb0klutc53NAG+d3JwmmtdUiAs7BkDLVJgrQa4QQggh6pMgVwiRM+666y4eeughhgwZwuLFi9u6OkKIHBGy7IRx4LQnd0uVpoOm6Tjd++DMz16L3K/X/i9r6xLJyXNq5Lty/1Y90XZCoRDV1dWNhrhRmQxzJcgVQgghRH0S5AohcsbixYslwBVCNMKiNmDHaQd7EmcumrY9DLHlodvTX7um+ALS0rM9cDpkP4nGWZaFx+PB6XQ2GeJGNRbmpoMEuUIIIYSoT5ogCCGEECKn6SqETVNU+TRC0uuJECJLgsEgNputxRA3Khrm2u12KioqpJsmIYQQQqSdBLlCCCGEyHmFLhObjoS5Qois0TSN0tLShEbKrh/mVldXp6UOyTyEEEIIsWuSIFcIIYQQOU/XoLhAJR3mKrl7XgiRIIfDkVQoGg1zDcNIuQ4S5AohhBCiPukjt5Usy2L9+vUUFRXJyZEQYrejlKKmpoZu3bol1DIpyu/3EwwGk16/w+HA5XIlPb/YNUTD3GqvRpVPoyRftarPXKUgZGa+fkKIXUsq5/y6ruN2u9NSB+kjVwghhBBREuS20vr167l30e2gpWeT6cqPTghNNX9lqTQDhQ2NcItlE6HQUJodUOgqlLayibI0O6ChqRAazTeXSqRsIhLZxm29P8IWbN5mYbM7sCwrpWCsMQ6HA13XCQQCqBaaryVSNhE2mw2bzUY4HG6xb7lEyiZC0zScTmertnEiZROVjv0RvS002Ys6XdfRNA2lFNdeey0///wze+65Z0LL8Pv95OXlJbX+qC5durB27VoJc0XCYa6loManock9SEKILEvmh8+dSZArhBBCiPokyG2loqIiNN2GrmnompX0cpTSAA2X3SBoOnHZguTZGw/u6kJ2/GHH9jIa6d5dIRO8wTwM3UWho47GzvlCpo436MLQ1fYy6a2DUoraoAvTclHg8GM3Gm5bpaA2mIdpadvLpH6b2s7qQjr+cGGO7w9F2LLjLCrDZnPgdrvTcoFQX3R0ZtM0KS4uxmZr+B5bUyZVPp8Pr9dLQUEB+fn5SZdJRTgcprq6GsMwmtzWrSmTinTsD9M0qaioSOmiLhwOY1mRv82ioqKE548G3KnUYePGjQSDQQlyd1OGAZbpwwzt+AwVOaDa72JbrY7b1fTxo9rvImTq5OthAlXf4fcHslbv/Xo7srYukRy7Af6Q9LshcpcEuUIIIYSoT4LcVtI0DRQYOuhG8mGNUhqWgqI8CIYtvEEXdmUj3xnfutMXMAhaNopcYfKdGpD+i0EH4HCYVNc5qDMLcOeF0Oud94VMjbqgA4fdwp0XRtcyc0Fqd5h46uzUmQU4HEHsxo4LKkuBp86O0nRKC4PYjcx8ZB0OsAdyfH+EFb6AE1e+k/KOndMeGkbl5+dTWVlJbW0t5eXlOBw73qtlWVRWVgLQuXPnuNfSXQen04nH48HpdDYID2tqaggEAnTo0CGpYLG1XC4XFRUV1NXVNRixOhgMUlVVhcvlavVo1slIdX8Eg0F0XY89kmG326mrqwNSv800mfmVUpim3Be/O1MKNM2GVu8zrAHF+SaeOh1PIJ/ivEaOH347ptIpcoVQSsdwuDGc2RspbWtN8j/8iuxw2jV0TYJcIYQQQgjRPkiQmwAFoGloKdyfGb1U0AwnhQ7QdA1vwImmKwpckVe9fg1fSKPQpShw2QF7qlVvktOAUh2qfDZq/DaKCxS6BqEwePwadgOKCzR0Lf2tYKN0oKQQqr0aHr8rdpuspaDGq2EqKC1Q2G3OjNUBoDA/1/cH2AyTDqXpb/lZX3SAjsrKSioqKmLhYTQ0DIVCDQLFTIgGtB6PJ+55TU0NHo8Ht9ud0RAXIt0VlJeXU1FRQWVlZSywDQaDVFRUYLfbMxriQu7sj3S0vJYBWESyLAs03YG+0495rT1+oDkIhjVs+V2xF2Sv3uu2ZC80FsnJd2qUFEm/GyJ3SYtcIYQQQtQnZ65toV7DjwKXosCp8AY0vP7tj4BGgXNHkJhpdhuU5CvCVuRiOBiOjAhu04kFiZm282jkwXCkLmGLVg9mkw65vD8MQ+1opavMjD50TVHWoQS73UZFxRYCfh+VlRWEQkHKy0px2I2M1wFlUlSYj7uoEI+nmprtD4+nGndRIUWF+Vmpg8NuUF5WSigUpLKygoDfR0XFFux2G2UdSiItuXJ5f+SQZEfeTuaCdN26dZx11lmUlZWRl5fHfvvtx0cffZSBdyXaWq4cP4QQIlMyfcwUQgghRPshlzdtJewDFbnlssAGWHa8/khLzwJHiAJbCLLYkMcOlDh1ttW5qKoFm25R7PSjZzEH0oFiJ1TVuaiqjfzGUJrnx46V1W2Rs/vD4UOzLPBvAD1zrYKjdKAsT1ERDFOxOXJbfUe3gSO8OavbosgAHCaeqi0AuPN0iowq8FVlrQ4OoDzfYounjoo6D3YDyvJC6P66rNUh6f1h65yV+rVGKl0rJGLbtm0cdthhHHXUUbzwwgt07NiR1atXU1pamvC6RfsQDXOrajWqvNuPHwWWhLhCiHZPWuQKIYQQoj65xBFCCJEV2WopdOONN9K9e3fuv//+2LRevXplfL1CCCFEumUjyJ01axazZ8+Om9a3b19WrlyZ0HKEEEIIkXkS5LY1M4A35MQbMiiw+wDwBlxghSiwZ29k7ZBpUBUowK4HKbAHqA7kU+2zUez0ZqVrBYj0aVgdKMC0FCXOGrwhJ1U+OyVOL3Yje02Dc3Z/1DlwO2ogWAUp9NPcWpaCSp+DsKlRnh/CE7BRUaVRXhDEYWRvYJiagA2P34bbFWl26qm1QThMURYHLAqaGhVeBw5D4XaGqfTZqdzmpyw/mNW/j4T2h7MsOxVLQKotcqP9JUc5nU6czoZ9Zz/77LOMHj2aU045hTfeeIM99tiDqVOncu655yZXcZHzLBXpTsFUUFJg4fVrVPk06VpBCNHuZatF7sCBA3nllVdiz9PRN74QQggh0k/6yG1jkdDQRYHdT4E9sP3hxxty4Q1ldnCvqGhoaNNNip1eHEaYEqeXsGVQHSjAykJmFw1xw5ZByfY6FDu92HSTqkABITNzg63Vl8v7w7QMPIHCrO2PSp+DkBkJCp02i7L8yIjwFV4HQTM76WX9ELfIGXm4XWE8fhs1gexcYERDXLuhKMuPbIvygiAhU6PS59it9keqUu0jt3v37hQXF8ce8+bNa3Q933//PXfddRf77LMPL730EhdccAEXXXQRDzzwQDbfrsiSaIgb7RPXYYvvMzck440JIdqxbPUtb7PZ6NKlS+xRXl6egXcjhBBCiFTJT60J0ACUQqUygJCKnFgpFabWb+ANOiiw+8izm1jbc/U8ewiFRm0oD4VGvj2YeuWbEDJ1qreHhkXOOtB0LIgMrOX0UR0ooCpQiNvpy1jLQ0uBJ5BP2DIodnoxDBXZFhoUOevwBPLZFiik2OnFbliZqQTgCzliIW6ePZSj+yOfrQEX5W4beoZuUbeUotJjEVKK8hIDhy0f2N5HqyPyWkWdg3K3gcOWuQCxps7CE7RwF+oU5eXFphc5AJuFx2cHm05RXuZ+jwqGFRW1Jna7RplbR9ciw907gHK7osJjUul3bX8tF/YHkRbbGRAOp56Gpdq1ws8//4zb7Y49b6w1LoBlWRxwwAFcf/31AAwdOpQvv/yShQsXMnHixKTXL9qOroOyglhm/OfQUuCpsxO2dIrzghiawtp+iC5yRV7b5tUpcIRQSiPs20hIZS/Z3aOjnGblOqddiwxaKcRubvXq1XTr1g2Xy8UhhxzCvHnz2Guvvdq6WkIIIYTYiVxhJEIDhRULY5OiFCgNX9BGwHSQb/OSZ/OjlAH1Ao48ux+FwhtyoVDkZ+C2/pBp4AnkY+hh3E4vmgb1L2VshoXbWYsnUEB1II/i7WXSScW6U9BxO2uxGWZcHTQN3M5aqgMFVAfycWeomwVfyIkv5CTfXkeePcDOl3Q5sT+2t9CtNV1U1qiMhIeWUlTWWIQsKHfbcNjjQ1Jdg7JinUqPSUWNRXmR0aBMOtT4TDx1Cne+QVF+w9bYRfk6YOKpswDVaJlUBUMWFTUWdptOmdtosK0ddih3a1TUmDm0P3Qcaa1BRCAQwLJS/xEl1a4V3G53XJDblK5duzJgwIC4af379+epp55KeN0iN2ha5AdQZe34/CgF1X4XpgVulw+bZkXHEI3MA7idIar9Lmr8Bvn2MGbQg6lnr5ucDkVy41OusxvgD7V1LYRoWipdK7S2S6Lhw4ezePFi+vbty4YNG5g9ezZHHHEEX375JUVFRclXXgghhBBpJ0FuApQCTTPQ9OQvzJQCMwx+M48iZ5ACIwzYwGh4UlVkgK6beIP56LqdAkf6rjRCpk5N0IndUBTnhdG1xlu2GQYYRoiqOic1wWKK8/xpa5kbaUnlwlIapfkB7IaNpj6SpUaY6jobNcEiSvICaW2Z6w3aqQvbKXSGKHAANL4t2np/KGVh1y065GtsrVVUesxGA8ZkRVp+moRM1WxAq2saZW5je3hoUl5EWsPcSIhr4c7Tmw1oo69FwlzSGuZGQlwTu6E1u40ddp3yIiJhbi7sD49JeZ6W1j6MA4EA4XAYPYXvvahsDXZ22GGHsWrVqrhp3377LT169Mj4ukVmmCboRj7G9g5vLQUer4YFlBYq7LaCJucttcO2Go0wNpwlfXE1XTTtvvj+veytTCQl36lRIoG7yGGpBLndu3ePmz5z5kxmzZrVoPxxxx0X+//gwYMZPnw4PXr04IknnuCcc85JvNJCCCGEyBgJcrMsHI5cgObbQ5EgsIXGpdGw0Bu0xz1PRcjUqapzYtNVq4JZu2FRkhegqs5JdZ0rLWGupaC6zkXY0loVzOoaFOf5qa5zUVXnTFuY6w3a8QYjoWxrtm0u7A+HTaO8yEhreNja0DAqU2Fua0PcqEyEua0NcaMyEeYmvT+qI33mlhcE09IyNxri2my2tAS5qbbIba1LL72UQw89lOuvv55TTz2VDz74gHvuuYd77rkn4XWL3LNzn7gtDWama1CUr/AG2kdf0kKIXUc67mZJJchtbZdEOyspKWHfffflu+++S2i9QgghhMg8aYKQkNQuAoMhMFXkojLP3vo++qIhYzR0TEWioWFUNMwNWxrVda6UBnhKNMSNioa5Nl1RVeckZKb28U00xI3Khf0RCQ8NQmYk8LMSDLrqSzQ0jIqGh3Yj0r1AMJTaxUqiIW5UUb6BO0/HU2dR40ut241EQ9yo3Nkf+o4B0FLcH/VD3NZe+LVGNgZsOfDAA3n66ad59NFHGTRoEHPnzuW2227jzDPPTNv7EG0j0RA3StMit9ALIUQiEv0hsT7Lshp0bZCMVAY7i3ZJFH209nheW1vLmjVr6Nq1a8r1F0IIIUR6SYvchGiYloaRxMVgNMQ1tMigLYlKR0vQZEPDqHS0zE02xI1KV8vcZEPcqFzYH+loCZpsaBiVrpa5yYa4UelomZtsiBuVM/sjP0ilzxHbH8l8y2c6xE1mvkSNHTuWsWPHJjyfyF3JhrhRWejVQwixiwkGg7hcroTnsyyLyspKTDP1cR1SaZHbWpdffjnjxo2jR48erF+/npkzZ2IYBmeccUZCyxFCCCFE5kmL3ASZKnIRmYj6Ia4theg8lZagqYaGUam0zE01xI1KtWVuqiFuVC7sj1RagqYaGkal2jI31RA3KpWWuamGuFG5sT+gLD8Y2x+hUGKf8UyFuBDpWiHZhxC1fiPpEFcIIZKhlGLbtm0JdZEQDXFDoRDFxcUZrF36/PLLL5xxxhn07duXU089lbKyMt577z06duzY1lUTQgghxE5y7ur4zTffZNy4cXTr1g1N01i6dGmL87z++uvsv//+OJ1O9t57bxYvXtygzB133EHPnj1xuVwMHz6cDz74IInaRU7iQmFaHebWD3Edqd2FDyQXHqYrNIxKJsxNV4gblWyYm64QNyoX9kcy4WG6QsOoZMPcdIW4UcmEuekKcaNyY38Q2x/bqqpbfQGayRAXkr89NBsDpIncZml2wkqTEFcIkVUOh4NwOExlZWWrjqX1Q9zy8nJsqbTg2C4bx83HHnuM9evXEwgE+OWXX3jsscfo06dPynUXQgghRPrl3OWQ1+vlV7/6FWeffTYnnnhii+XXrl3LmDFjOP/883n44YdZvnw5U6ZMoWvXrowePRqAxx9/nOnTp7Nw4UKGDx/ObbfdxujRo1m1ahWdOnVKqH6GZmEqnVAYlKGaDeHCYbDQ0FEYBpjbz/+UigTBSgFqe2CTQMtWux7CaSg8fjthUzXb327Y0qkJODF0Rb7dTzj1O7y2syhwBKgJONnqc1Hk8Dd526pSUBN0YVoaRc4ASlkEW99FcLPy7X5qgi62+pwUOQPY9KZPsutCNnwhG/n2IHY9nLY6ZG1/KA3Q0MMKTd/pA6NpFOfpbPOabK5SlBYaTZ7EK6XYVmsSNhWlBQZoGsFwCp0e1+PO19lWa7K5OkxpgYG9mUDSW2dS67codOk4HXra6uB06OSbiipv5D0W5DUdEIdCFtu8JjZDw52vb98faahHW+0PpcDcvh4zsj8qfVqsVW5zF5TBYBDTNDEMA7vd3uCCNZV+AqOkda1Ink6hM4TN0Enmo6gUKKWjwnVYKfYfnYh8p/wIkevynBpGqr+oil2WruuUlpZSXV1NZWUlZWVlTR7Hdg5xoyFwqrLRtYLIrDvuuIObb76ZjRs38qtf/Yp//OMfHHTQQS3O99hjj3HGGWdwwgkntKpxkxBCiN1DzgW5xx13HMcdd1yryy9cuJBevXpxyy23ANC/f3/efvtt5s+fHwtyb731Vs4991wmT54cm+f555/nvvvu4y9/+Uur16VpCk1T2DQT04qEPoZmNRrmmkrDQkfXLAxNoaIhLqCURiCkMDR2BLmaIpHB1HTCuAyLkGlgWXqjAaalIGTp2PUgNt1MW3BZbw24jDpClg1v0MCmmw3egQLClgEqjMsIY5qQhu7C4jh0P2EMfEEdu974/ghbOqbScBkBdCwCqTfGjZON/RH5hBhYIdC0xoOIQpdBMGzh8Vk4bFqDcF0pCIYjP0AUugxMBWYwvaFG3vZQ1huwcJiN9wkdNhUhU1Hg0jEMDX+a62AYGgUunaCpUHWRoHZnlgXBsIXTruOwRf4m0xLi1pP9/aEgHA2uI8txOV34fHWxi8nGLkDD4TCWZWEYBjabLS2jbDcmm33kil2LXQ9hI4SV5He3MnWUaSfgWU0g4E9v5ZoxoJcja+sSybEZ4K1L73e/2LXY7XbKy8upqKhoMsxtLMRNFwly27dkGxT98MMPXH755RxxxBFZrK0QQoj2IOeC3EStWLGCUaNGxU0bPXo0l1xyCRBpZfbxxx8zY8aM2Ou6rjNq1ChWrFiR0LoMy0NJYSF2u45SFjV1RqSVaZ6JrV6jv7qgji+gke80yXPEByJhE0JhjcP2WkeRMwiBysgLjlLQpKWaaJplhlEqSHn3o7A5itq6OiIXWWHYtiby/7IDAaguOprnX1xGIBDAsixKS0ux23d0A+L1eqmtraWwsJCCgoImF+33px5+SYtckSzTstD0QnR7cl2waDpomo7TvQ/O/Oy1yP167f+yti6RnDynRr5LvpdE8xwOR5NhbiZDXJAgt71LpkGRaZqceeaZzJ49m7feeouqqqos1lgIIUSua/dB7saNG+ncuXPctM6dO+PxeKirq2Pbtm2YptlomZUrVza53EAgQCAQiD33eDxoSmE3NBzbU1u7LTKCtjdgi/Xb5/VrBEIa7jxFgUsD4i86NS3SCs+dryh2KdC3r8OltrfKFaJxlmlihYOUFurYne3+T1dkgqWINTcv2v4ZKXZjt9spLCzE4/FQXV0du9CsqanB5/NRUlJCUVHzPw601e2h0fnEbk5FglhNSzLI1bZ//mx56Gnor761fAE5rrcHTofsJ9GyxsJcIKMhLkiQ254l26Bozpw5dOrUiXPOOYe33nqrxfU0dt0KkR8ZMnWXVTpZloVSql3UFaS+mSb1zSypb2Zlq56SBjVh3rx5zJ49O27adX+bFvdc16C4QFHt1ajyadgNCIY1CpyKApdcFAghcoemaZSVlVFZWUlFRQVOpxO/34/b7W4xxE1nHSTIFUII0V7VD3MrKiqAyA+dmQpxRftWUVGRcIOit99+m3vvvZfPPvus1etp7LoVYMuWLQSDwYTq3BYsy6K6uhqlVLu4c0vqm1lS38yS+mZWdXV1VtbT7oPcLl26sGnTprhpmzZtwu12k5eXh2EYGIbRaJkuXbo0udwZM2Ywffr02HOPx8O/7rmhQblomFvh0QmGwWGTEFcIkZt0XaesrIwNGzbg9/txuVxZC3Gj628PB2AhhBCiKQ6Hg7KysliQm+kQV1rk7j5qamr4wx/+wKJFiygvL2/1fI1dt3bv3p2OHTtSUlKSgZqml2VZaJpGx44d28V5otQ3s6S+mSX1zaxs/ajb7oPcQw45hP/+979x05YtW8YhhxwCRDbksGHDWL58OePHjwciH4bly5dz4YUXNrlcp9OJ0+lsVR3qAjtOlkImhMKRbheEECLXeL3e2P8DgQDBYDBrBxxpkSuEEKK9sywrdus6REKzxgZASxcJctuv8vLyhBoUrVmzhh9++IFx48bFpkVv07XZbKxatYo+ffo0mK+p69b29AO6pmlS3wyS+maW1Dez2lN9s1XHnNsStbW1fPbZZ7HbSdauXctnn33GTz/9BER+cZwwYUKs/Pnnn8/333/PlVdeycqVK7nzzjt54oknuPTSS2Nlpk+fzqJFi3jggQf45ptvuOCCC/B6vbFO51Ph9Wt4A5HuFMrdFjYdqnwaodS7kxRCiLSqqanB4/Hgdrvp2rUrdrudioqKrN12Fz0AJ/MQQggh2lr9gc06duxIx44dCYVCVFZWZqxfvGiQm+hDtL36DYqiog2Koo2O6uvXrx9ffPFF7Fr4s88+4/jjj+eoo47is88+o3v37tmsvhBCiByVc+1GP/roI4466qjY8+htIhMnTmTx4sVs2LAhFuoC9OrVi+eff55LL72UBQsWsOeee/LPf/6T0aNHx8qcdtppbNmyhWuuuYaNGzcyZMgQXnzxxQb9FSWqfogb7U6hfp+50QHQhBCirXm9Xnw+X1yfuPX7zM1G/37SIlcIIUR7VT/ErX/M3HkAtEz8+CjHwfZr+vTpTJw4kQMOOICDDjqI2267La5B0YQJE9hjjz2YN28eLpeLQYMGxc0f7Rph5+lCCCF2XzkXM44cORKlmu5jdvHixY3O8+mnnza73AsvvLDZrhRawzDAMn2YIQ1f0I4v6CDfEcRlhDBDO8oVOaDa72JbrY7b5cdu7PiF3jJ1LNMg4NuC3/RBqDbygqkiw2oL0QRlmeh6zv3JinYgHA7j9XopKSmJ6xM32mdutsNcIRJV//ibjNixt2oNfn+g5RnSZL/eMvhRrrMb4A/J2AaieU2FuBA/AFomwlzpWqF9a6lB0U8//SR3HgkhhEiIpEIJUAo0zUZdyI4vZKPAGSbfCWCPK6cBxfkmnjodTyCf4rwgdiNykaApDc3SMWxODJsCyx+ZyZYnQa5olmWFkU+ISEYoFKKwsLDRgc2yGeYm201Ccz/uid2DqRyAjpbkxW7s2OtwYziz1/fR1prM3Got0sdp19A1+Y4RTVNKNRniRmU6zBXtW3MNil5//fVm522sEZMQQojdmwS5CbAs8IddBEwbhS5FgcvOziFulA6UFEK1V8Pjd8W6WdAAzQKbw43d6QKrLjKDsxg0OeETTbPMIFa4rq2rIdohu91OQUFBk69nK8yVrhVEsiwFtcE8Org09CQ+DhqRMNeW3xV7038Kabdui3SYn+vynRolRXL+JRqnlGLbtm1YltXisbGxMDcdpEWuEEIIIeqTIDcBSjPwhXTceTv6xG2OrjXsMzdtTSqVXBzudlQYlAlmHYTlT3e3YUs9dbLZWv68ZCPMlRa5IlmaChFWGtVejeIClVSYK4QQiQoGg4TDYTp16tSqY+LOYW5eXl7KdZAgVwghhBD1SRqUAIWNfLtFgav1QcTOYW6hM02BhH9LepYj2g/LBCsMVV+AzdnWtRHZ0unIrK0q02GutMgVydJQFDlNfCGbhLlCiKxRSlFaWprQsbB+mBsKhVqeoQUS5AohhBCiPrmXLAEaYfIcifd3Fw1zbTp4/BqWNC4TQuSoaJhrt9upqKggGAymbdnRi9FkHkLYDUVJviJsRbotkmOpECLTHA4Hdnvj3ai1NF95eTmmaaZcBzluCiGEEKI+CXIToKnkT8ZiYa4GobCcXAkhclemwtxo1wrJPIQAsNtIOswNp56nCCF2M6kcfxwOB8XFxSnXQYJcIYQQQtQnV8dZpGtQlK+QcyshRK7bOcwNh1Pvl1ta5Oa2N998k3HjxtGtWzc0TWPp0qUtzvP666+z//7743Q62XvvvRsdXfuOO+6gZ8+euFwuhg8fzgcffJBSPZMJc+sCmgS5Qoisa00f9S2R46YQQggh6pM+chOg66CsIJaZQqBhadh0nXDQQ0jzQ9gfmR6oJqGEV5M+Unc3lhZGM+xQsh84itq6OmI3UL/P3Orq6rQsTwY7y11er5df/epXnH322Zx44oktll+7di1jxozh/PPP5+GHH2b58uVMmTKFrl27Mnr0aAAef/xxpk+fzsKFCxk+fDi33XYbo0ePZtWqVXTq1KnVddv5+Gto4HZpVNc5qKq1cOeFmuwz1xcw8AZs5Nktwr4NhLI4WOgeHeU0K9c57Rq6Jt8xQgghhBCifZArjARoGigVRlnJ/8qtLB2UgRkOYBp1EA2FtbrEglyx21GWia7bwMgDW0FbV0fsJqJh7saNG1Nelgx2ltuOO+44jjvuuFaXX7hwIb169eKWW24BoH///rz99tvMnz8/FuTeeuutnHvuuUyePDk2z/PPP899993HX/7yl1avq7Hjr00DtzOMx++i2mdQ7PI3OIz6gnZ8QYM8WxBDU5hBD6YeaPV6U9WhSG58ynV2A/ypj0clRMbIYGdCCCGEqE+C3ASYJuhGPoY9+c1m6ZH+LJz5HXG5glC3IfKCqzNocsEnmmaZQaxwXVtXQ+yGdF3H7XanvBwJcnctK1asYNSoUXHTRo8ezSWXXAJAMBjk448/ZsaMGbHXdV1n1KhRrFixIqF1NXX8Nexg2KDKZ6Mm6KC4QMVa5nr9GnVhjcI8hcOuEwxrOEv64sri72BffP9e9lYmkpLv1CiRwF3kMAlys+ebb77hscce46233uLHH3/E5/PRsWNHhg4dyujRoznppJNwOuWuSCGEEG1LzlyFEEK0KB0DjslgZ7uWjRs30rlz57hpnTt3xuPxUFdXR0VFBaZpNlqmuRbegUAAj8cT92hOY33mev0a3oBGgVNR4JLb5oUQ7Zf0kZt5n3zyCaNGjWLo0KG8/fbbDB8+nEsuuYS5c+dy1llnoZTiqquuolu3btx4440EAtm7s0MIIYTYmbTIFUIIkRXZapE7a9YsZs+eHTetb9++rFy5MuF1i+ybN29eg/133d+mNTtPNMyt8mlUeCLBv4S4QohdgbTIzbyTTjqJK664gieffJKSkpImy61YsYIFCxZwyy238Ne//jV7FRRCCCHqkSBXCCFEVmiallTrWsuyEp5n4MCBvPLKK7Hn6Rg5XMTr0qULmzZtipu2adMm3G43eXl5GIaBYRiNlunSpUuTy50xYwbTp0+PPfd4PPzrnhtarI/dFunvNLi96/k8p4S4Qoj2T4LczPv222+x2+0tljvkkEM45JBDCIWkY20hhBBtR+5XFUIIkRXJ3h6azAWpzWajS5cusUd5eXkG3tHu7ZBDDmH58uVx05YtW8YhhxwCgMPhYNiwYXFlLMti+fLlsTKNcTqduN3uuEdreP0awbCGw6bQNBXrZkEIIYRoTmtC3FTKCyGEEOkkTZSEEEJkRTYHO1u9ejXdunXD5XJxyCGHMG/ePPbaa6+El7M7qa2t5bvvvos9X7t2LZ999hkdOnRgr732YsaMGaxbt45//etfAJx//vncfvvtXHnllZx99tm8+uqrPPHEEzz//POxZUyfPp2JEydywAEHcNBBB3Hbbbfh9XqZPHlyWuu+c5+4oTBU+TSqvRrFBZLmCiHaL2mRm30ffvghr732Gps3b25wV9Ctt97aRrUSQgghIiTITYQGSlkoZSa9CKVAKQ1lhrDMIFjbl2UGQZMG0qJplhlCqcRvMRciHcLhcMrLSHbgsug8Ow965XQ6Gx09evjw4SxevJi+ffuyYcMGZs+ezRFHHMGXX35JUVFRcpXfDXz00UccddRRsefR7g0mTpzI4sWL2bBhAz/99FPs9V69evH8889z6aWXsmDBAvbcc0/++c9/Mnr06FiZ0047jS1btnDNNdewceNGhgwZwosvvthgALQWNXP89QZ0vH6NApdJvtNCKbAZUJwP1V6DKi8UOE2U0lHhOqxQ9r5H850SpuS6PKeGoct+ErlLgtzsuv7667n66qvp27cvnTt3jtuWsl2FEELkAglyE2DooCwfVgrdIilTR5k2AnUVBCwfhH2RFywLkJMD0TSlTHSjYWglRKYFg0Gqq6tTXk6qLXK7d+8eN33mzJnMmjWrQfnjjjsu9v/BgwczfPhwevTowRNPPME555yT8Pp3FyNHjkSppluvLl68uNF5Pv3002aXe+GFF3LhhRemVLemjr++oANfyEm+vY48PRj3ugEUOXQ8gXw8YYXTFiTgWU0g4E+pLokY0MuRtXWJ5NgM8NZJq22RuyTIza4FCxZw3333MWnSpLauihBCCNEoCXITYFqg6fnodiPpZWg6oHSceeU4XQHwb4684CyXFrmiWZYZQlnBtq6G2M0Eg0EqKiowjOS/96JSbZH7888/x/WX2lhr3MaUlJSw7777xnUbINqXxo6/3oCOL6xTkGdR4HQCDT8PTjuU2GFbrQ0TO073Pjjzs9ci9+u1/8vaukRy8pwa+S45/xK5S4Lc7NJ1ncMOO6ytqyGEEEI0SYLcRCjQNB1NSz7QME0ImRqaYUc3FOjbl2U4JMgVLbJU6re3C9Fa0RDXbreTl5eX8vJSbZGbyMBX9dXW1rJmzRr+8Ic/JDyvyBE7HX+9fg1fQKPQpShwaUTa3zbOYQN3HtSFNDRbHnoWx6jxBaSlZ3vgdMh+ErlLgtzsuvTSS7njjju47bbb2roqQgghRKMkyM2iUBg8fg1H6g3bhBAio+qHuGVlZfj9qd+OnmqL3Na6/PLLGTduHD169GD9+vXMnDkTwzA444wzEl63yD07D2zWGjYb2KWLcSFElvl8vraugkjQ5ZdfzpgxY+jTpw8DBgzAbo//9e/f//53G9VMCCGEiJAgNwGWZsdKstFGdARtmwZ2m7T8EELkrp1D3GTC18ak2iK3tX755RfOOOMMKisr6dixI4cffjjvvfceHTt2THjdIrckE+JGpeljLITYjaQy0GdNTQ1erzflOkiL3Oy66KKLeO211zjqqKMoKyuTbSmEECLnSJCbEI1av4HDAYkMcBwLcXUocClCcne8ECJHZSrEhewFuY899ljC6xC5ry6oEzCTC3GFECIZoVAIr9eLw5HYwIU1NTV4PB4KCgrSUg8JE7PngQce4KmnnmLMmDFtXRUhhBCiURLkJkBTIcJKo9qrUVygWhXm1g9xiwsUptzaKYTIMqVaF3plMsSF7HWtIHY9SjPwhXTceRLiCiGyx263U1tbi81mo6ioqFXzRENct9udloFCpUVudnXo0IE+ffq0dTWEEEKIJsnVcQI0FEVOk7AF1V6txW4Wdg5xE2nFK4QQ6RIMBlsMczMd4sKOi9FkHmL3prCRb7ckxBVCZJXNZqOwsBCPx0NNTU2L5euHuK0Nflsix83smjVrFjNnzpT+jYUQQuQsaZGbAMMAAy9FDgOP38W2Gotil5/GzpVCpo7H78LQLYocflQYTMAydSzTIODbgt/0Qag2MoOpaHRBQmynLBNdlz9ZkTilFNu2baNTp06NBrTZCHEhcjGazLLlglQYehinUYsZSu6zEDv2Vq3B7w+kuXZN2693Yrdji+yzG+APyQ8EomkFBQXYbDY8Hg9AkwFtJkJckBa52fZ///d/rFmzhs6dO9OzZ88Gg5198sknbVQzIYQQIkJSoQQoBZpmw27XKdbDVNc58ATyceeF4lrbhkwNT8CBzbBw55no2o4TAE1paJaOYXNi2BRY20eCt+VJkCuaZVlh5BMikuFwOKitraWysrJBUJutEBey10eu2PVoykTTXGhJfj5jx16HG8OZvY7qt9ZIf0q5zmnX0DUJckXzosFsU2FupkJckCA328aPH9/WVRBCCCGaJUFuAiwLNN2BbthwGlCqQ5XPRo3fFus6IRQGj1/DbkBxgYauxfeNpQGaBTaHG7vTBVZd5AVnMWjS04VommUGscJ1bV0N0Q7puk5paSnV1dVxYW42Q1yQIFckr/7xNxkakTDXlt8Ve3rGHmqVdVtkdNNcl+/UKCmS8y/RsqbC3EyGuCL7Zs6c2dZVEEIIIZolZ64psNugJF/F+swNSp+4QogcZbfbKS8vJxQKUVlZSSAQyGqICzsGO0vmIYQQQrS1oqIi3G53rM/cbIS40kdubnjvvff41a9+1dbVEEIIIaRFbqqiYe42r06VV8OmKwlxhRA5yeFwUF5ezpYtW7Ie4oK0yBVCCNH+7dwyN9MtcaVrhezSdb3J7dejR48s10YIIYRoSIJcIYQQWZFs61ppkSuEEGJ3JUFudj399NNxz03TZM2aNSxYsIAbb7yxjWolhBBC7CBBbopC27tTsBuKApei2qdR7dWkVa4QIudE+8R1OBy43W4qKysbHQAtU6RFrhBCiPaufncK0PQAaOkiQW52nXDCCY1OHzJkCOeddx6nnHJKlmskhBBCxJMgNwWhRvrELclXVEmYK4TIMaFQiOrq6rjuFMrLy6moqMhamCtBrhBCiPasqT5xMxnmSpCbG3r37k1FRUVbV0MIIYSQIDcRug7KCmKZYUKmRnWdA5tuUuQKgQUWYGjgdkVeq6q1cOeF4sJcZWooSycc9BDS/BD2R14IVIOcdIlmWFYY+YSIZFiWhcfjwel0xgW20T5zsxXmStcKIln1j7/JUKaGMnXCvo2EVHLLSMYeHeU0K9c57Rq6ptq6GqIdaCrE3bnP3Ez2lyvaRiAQ4NZbb2Xq1KltXRUhhBBCgtxEaBooFSYYMvD4XRh6GLfTj6ZA1bsGsGngdobx+F1U+wyKXf5YRqssHaUMzHAA06iD6EWpVidBrmiWskx0Xf5kReKCwSA2m63RoDabYa60yBXJUpqBUmGUldxnIXbsDXow9UCaa9e0DkXyI0SusxvgD7V1LUSuayrEjcpkmCstcrOrtLS0wfarqanBNE1KSkpYtGhRbPrWrVuzXT0hhBBCgtxEmCaYFOAL2rDbot0p2Bsta9jBsEGVz0ZN0BHrZsHSQQec+R1xuYJQtyEyg6szaHLBJ5pmmUGscF1bV0O0Q5qmUVpa2mRAm60wV1rkimSZlo2AmYcrL7nPgqWDrmk4S/riKkhz5ZrxxffvZW9lIin5To0SCdxFM7xeLz6fr8kQNypTYa4Eudl12223tXUVhBBCiGZJkJsAhUZNwMBpo1X939ptDfvMFUKIbHM4HC1e1GUjzJUWuSJZGmF8IR2bX6PAJcdSIUR2hMNhvF4vJSUlrQpmdw5zDcNIuQ4S5GbXxIkT27oKQgghRLOkCUIClGbHpqmEBjGLhrlhC6q9WlwXDEIIkQ2tvaCLhrmhUIjKykosy0p7PZJ9iN2bpkzy7RbegIbXL58HIUR2hEIhCgsLE2pdW1RUhNvtxuPx4PP5Uq6DHDcz76effkqo/Lp16zJUEyGEEKJlEuQmRFHoMlsd4kbVD3NrfBqS5QohclUmw9xo1wrJPITIc1gUOJWEuUKIrLHb7RQUJN4fSzTM9Xq9KdehLYLcG264AU3TuOSSS1Kuf3tw4IEH8sc//pEPP/ywyTLV1dUsWrSIQYMG8dRTT2WxdkIIIUQ86VohAboKoWt5Sc0bDXO3ejX0sFyACiFyV2PdLKSLtBISqYh2q+ANaHHPWyPNDcyFELsBmy35S6WioiICgewNrpguH374IXfffTeDBw9u66pkzddff811113Hb37zG1wuF8OGDaNbt264XC62bdvG119/zVdffcX+++/PTTfdxG9/+9u2rrIQQojdmAS5WWS3gdulqAtKkJFuSiksy0JZFpZlYUWfKwtlqcjz6P8tK1J+p+exx/b5VWOP7ctCWajt60Wp2P8jD4Ad80Rfj9Zz+3+2T1M7utuoN60xNgOcDp0H/30L3rr4Mq1vnaGh6xqapqPrWlyLx8amRR4GhqFjGAa6Hvm3sUf0NZvNFvs3+ohNt9mw1S9jt2PfXsZut8emS9jX9nYOc/PykvsRqz4Z7EykQzJhbjgMITOj1RJCiAby8/NTXkY2+8itra3lzDPPZNGiRVx77bVJLaM9Kisr49Zbb+W6667j+eef5+233+bHH3+krq6O8vJyzjzzTEaPHs2gQYPauqpCCCGEBLkJ0YgEgyr5q0HDALuho8wQlhkEa/uyzCBou0ZYEQlVzUh4am4PVi0Ty4pMN00LS1n1XtsenEb/v/316HNzp9frB63R+XeL/ipsGrqms2VLBTXeXTeR0DRiwW403N3xfzt2uw2Hw7F9mgOHwx57vf5zh8MRKxf9f/2Hvd7/bWkYjGRXVD/MDYVCKS9PBjsTSdvp+JvvBIVOrV9HoShwNt3cNmSCp87AYVOocB1WKHtNc/Od8tnNdXlODSPRPrOEyKJsBrnTpk1jzJgxjBo1arcKcqPy8vI4+eSTOfnkk9u6KkIIIUSTJMhNgKGDsnxYKeQZytTBshGoqyBg+SC8fRAEywIyfSGhCAVDqO2tQKOtQ3duVVp/mtVoi9OdWptGH9HWpSmO6KZvf+z4T2O07Y9dI/xuDV2DQHjXT6yVglAoTCgUBuqysk5d1+KC30ggHB8K7/h3x/RosBxpcWzHZtveEtluj7U8jrZE3nOPPdLSqjXbomHupk2bUl6WBLkiWY0df/N0UDYH3jonKhwg3xFsMF/I1PEE8tEJYRAm4FlNIODPWr0H9HJkbV0iOTaDBne5CJFLUglyPR5P3HSn04nT6Wx0nscee4xPPvmk2X5ihRBCCNH2JMhNgGmBpuej25NvvafpoKHhzCvH6QqAf3PkBWd5xlvkhkIhvv7i04yuQ2SOzabhcOw+wXU2WZbC7w/g92euL7vLLptO3759M7b8THI4HBQXF6e8HOlaITVr167lrbfe4scff8Tn89GxY0eGDh3KIYccgsvlauvqZVRTx99CO2gBHa+/AM2WF9cyN2RCTZ2BzQYFTpOQ6cLp3gdnfvZa5H699n9ZW5dITp5TI98l3zEityX7g2b37t3jns+cOZNZs2Y1KPfzzz9z8cUXs2zZsl3+eCKEEEK0dwkFuZZl8cYbbzR6ITlq1KgGJwu7HAWapqNpKQS52vaHYUc3FOjbl2U4Mh7kaiaEdoMWnbsyu032n2gbqQz4EiUtcpPz8MMPs2DBAj766CM6d+5Mt27dyMvLY+vWraxZswaXy8WZZ57Jn//8Z3r06NHW1c2MZo6/ha7I/RnegIGGToFLEQpDtU/DZkBxgcK0DDRLQ7PloduzV21fQL6z2wOnQ/aTyF2ptMj9+eefcbvdselNtcb9+OOP2bx5M/vvv39smmmavPnmm9x+++0EAgEM6YZKCCGEyAmtujKvq6vjlltu4a677mLr1q0MGTIkdiH53XffsXTpUs4991yOOeYYrrnmGg4++OBM11sIIUQ7Iy1yEzd06FAcDgeTJk3iqaeeavCDaSAQYMWKFTz22GMccMAB3HnnnZxyyiltVNu2U38AtJAZaY1r0yMhrq7BrturuBBCNM3tdscFuU05+uij+eKLL+KmTZ48mX79+vHnP/9ZQlwhhBAih7Tq6njffffl888/Z9GiRXg8HlasWMFTTz3FQw89xH//+19++ukn1qxZwxFHHMHpp5/OokWLUqrUHXfcQc+ePXG5XAwfPpwPPvig2fJLliyhX79+uFwu9ttvP/773//Gva6U4pprrqFr167k5eUxatQoVq9enVIdhRBCJCbaqiiZx+7qhhtu4P3332fq1KmN3vXidDoZOXIkCxcuZOXKlfTu3bsNapkbClwKh00RDGsopcVCXCGEaM+ycdwsKipi0KBBcY+CggLKysoYNGhQht7Z7iORa9t///vfHHDAAZSUlFBQUMCQIUN48MEHs1hbIYQQua5VQe7LL7/ME088wW9/+1vs9sbvSezRowczZsxg9erV/PrXv066Qo8//jjTp09n5syZfPLJJ/zqV79i9OjRbN68udHy7777LmeccQbnnHMOn376KePHj2f8+PF8+eWXsTI33XQT//d//8fChQt5//33KSgoYPTo0fj92RvwRAghdnfRFrnJPFJxww03oGkal1xySXreSBaNHj261WXLysoYNmxYBmuT20LhSEvcqLqApLhCiPZPfgDNrkAgwJtvvsmDDz7I3Xffzb///W/Wrl2b9PISvbbt0KEDV111FStWrODzzz9n8uTJTJ48mZdeeinpOgghhNi1tKprhf79+7d6gXa7nT59+iRdoVtvvZVzzz2XyZMnA7Bw4UKef/557rvvPv7yl780KL9gwQKOPfZYrrjiCgDmzp3LsmXLuP3221m4cCFKKW677TauvvpqTjjhBAD+9a9/0blzZ5YuXcrpp5+edF2FEEK0Xlv0kfvhhx9y9913M3jw4KSXkWs2b97M5s2bsaz4Qbt2pfeYqFAYqnza9u4ULOoCGt7tQW602wUhhGiPUukjNxWvv/56ystoT9555x0WLFjAf/7zH0KhEMXFxbH+6AOBAL179+a8887j/PPPp6ioqNXLTfTaduTIkXHPL774Yh544AHefvvthH7cFUIIsetKqpmT3+/ngw8+4LnnnuPZZ5+Ne6QiGAzy8ccfM2rUqB0V1HVGjRrFihUrGp1nxYoVceUh0oIpWn7t2rVs3LgxrkxxcTHDhw9vcplCCCHi7RwaJiPbXSvU1tZy5plnsmjRIkpLS1Ouf1v7+OOPGTRoEF27dmXw4MEMGTKEoUOHxv7dXcWHuJHuFApcigKnwhvQ8PqlZZoQov2SFrmZd/zxx3PaaafRs2dPXn75ZWpqaqisrOSXX37B5/OxevVqrr76apYvX86+++7LsmXLWrXcZK5t61NKsXz5clatWsWRRx6Z9PsTQgixa0l4GPIXX3yRCRMmUFFR0eA1TdMwzeSHFKmoqMA0TTp37hw3vXPnzqxcubLReTZu3Nho+Y0bN8Zej05rqkxjAoEAgUAg9tzj8WAYYJk+zFDyJ0eWqWOZBgHfFvymD0K1kRdMBRk+6bIsi94923+YsbvSNIWyNPbffy8CIRl0or1pzWAjucqyLDweT8rLyfZgZ9OmTWPMmDGMGjWKa6+9Nqll5JKzzz6bfffdl3vvvZfOnTvvVhfqTR1/Q6aOx+/C0C2KHH5UeMfAZi4DLJud2joHzlAIQ1cEqtbg9wcariBD9uvtyNq6RHLsBvhD0mpb5K62apG7OxkzZgxPPfVUk10I9u7dm969ezNx4kS+/vprNmzY0KrlJnNtC1BdXc0ee+xBIBDAMAzuvPNOfvOb3zRZvrHrVoicv6Xjh/hMsywLpVS7qCtIfTNN6ptZUt/MylY9Ew5y//SnP3HKKadwzTXXNDgo7UrmzZvH7Nmz46fNnIam2dBS6K9RUxpYOobNiWFTYG3vp9eWl/Eg1wAqKn/K6DpE5hiGhq4pPvlkLTVeGYO9vTn77LPbugpJsSyLysrKlH6ki0q1a4Wdw2Sn04nT6Wx0nscee4xPPvmEDz/8MPGK5qjvv/+ep556ir333rutq5J1StHg+BsyNTwBBzbDwp1nomsNL8ALXKBpJjUBB3l2C8PhxnCGs1bvrTXt46Rzd+a0R46tQuQqCXIz749//CMApmnyzjvvMHjwYEpKShotO2DAAAYMGJDR+hQVFfHZZ59RW1vL8uXLmT59Or17927Q7UJUY9etAFu2bCEYDGa0rulgWRbV1dUopVIeFyEbpL6ZJfXNLKlvZlVXV2dlPQkHuZs2bWL69OkZCXHLy8sxDINNmzY1WGeXLl0anadLly7Nlo/+u2nTJrp27RpXZsiQIU3WZcaMGUyfPj323OPx8K97bkDTHehGwpttBwVhS8PmcGN3usCqi0x3FoOW+Q+mpyZ7F7Aivew2jTxX7n95iV1HNMSN9hWXKk3TkjoARy9Iu3fvHjd95syZzJo1q0H5n3/+mYsvvphly5bhcrmSqmsuOvroo/l/9u49To6qzv//61RVd/VtenKd3AgQJAhyC3IziLKuKKirZFUW/KogKqgLrJh1VfhyFzeCq4KisF5WdL/wlcUfoF8RFCMBXSPKzeUiNwkkQO7JdM/0pbqrzvn9UdOT6ZnqmemZ6Z6Z5PN8PPqRdJ/qOqfTk6nqd5/6nD//+c97ZJCrNXXH36oP+bIiZkNnWmGpxlcpZFKgUVQDCye1gFi6XaOGV7bKMXeqS7mKGR1ybBVCgG3bvP3tb+cvf/lLwyC3GWP5bAvhlUi1Y/2yZcv4y1/+wqpVqxoGuVGfWxcvXszcuXMn5HW0mtYapRRz586dFkGNjLe1ZLytJeNtrXi8PVfjNZ1Ivv/972fNmjXjWtCskXg8zpFHHsnq1atZsWIFEL5xq1ev5rzzzot8zvLly1m9enXdauT33nsvy5cvB2DJkiXMnz+f1atX9we3+XyeBx98kE996lMNxzLcTK+x0gZ6iqrVE2+FEGLcBoa4c+bMwffHH0iNd0buhg0b6kpUNPod/fDDD7NlyxZe//rX9z8WBAEPPPAA119/ff+litPN9773Pc4880yeeOIJDjnkkCGXgL7nPe+ZpJG1V1RN3JEkXYPx5OArhGivyTp2yozcsTvkkEN44YUXWLJkybj3NZbPtlG01nWlEwZr9Ll1rCWtJkPty34Zb2vIeFtLxtta02m87Rpj00Hu9ddfz6mnnspvf/tbDj300CEfJP/pn/5pXANauXIlZ555JkcddRTHHHMM1157LYVCoX+lzzPOOINFixaxatUqIFzJ84QTTuCrX/0q73rXu/jxj3/MQw89xHe+8x0gfNMvuOACrrrqKpYuXcqSJUu45JJLWLhwYf8BdbTMMDN+RqIN5AoK30AqJpfwCSGmrsEhbjwenxJBbjabHVWt4be+9a08/vjjdY+dddZZHHjggXz+85+fliEuhIt7/vd//zd33333kLbx1qifLsYS4tY40/NtF0JMovHUuqtUKhNyiaUEue111VVX8dnPfpYvfvGLHHnkkaTT9ZdxNLvmQbOfbVetWsVRRx3Fa17zGjzP4xe/+AX/+Z//yQ033DAxL1AIIcS013SQ+3//7//lV7/6FYlEgjVr1tSdKCilxh3knnbaaWzdupVLL72UTZs2sWzZMu65557+Ug7r16+vS7mPO+44brnlFi6++GIuuugili5dyp133skhhxzSv83nPvc5CoUC55xzDt3d3Rx//PHcc889TV9ya3AoVSyanS3dH+JqyCYMWnJcIcQUFRXiTpR2LXbW0dFRdwwASKfTzJ49e8jj08n555/Phz70IS655JLdukZ9I9VAUSyPLcQVQoixqFQqxGKxpo+FlUqFbdu2TcgXhxLkttc73/lOILzKZeC/ozFmTF+aNvvZtlAo8I//+I+8/PLLJJNJDjzwQP7P//k/nHbaaRPw6oQQQuwOmg5y//f//t9cccUVfOELX2jZtOHzzjuv4eUma9asGfLYqaeeyqmnntpwf0oprrzySq688spxjUvhU6xaOGVFOjG6NHZgiDsjZUBBpTquYQghREu0MsSF8c/I3dNt376dz3zmM3tkiGtQ9Hg2riMhrhCifZRS7Ny5s6kwtxbixmIxksnkhIxBgtz2ue+++yZ8n818tr3qqqu46qqrJnwMQgghdh9NB7mVSoXTTjttWtSnmGjKBKRimoIX/rONFOYODnFjDlR3/ytfhRBTzGjKIrQ6xIX2zciNEvUl4HTz3ve+l/vuu68lNeqnOqNiOMrQmUZCXCFE28TjcYIgYNu2baM6Ng4McWfPnk25XB73GCTIba8TTjhhsocghBBCDKvpIPfMM8/k1ltv5aKLLmrFeKY0y4KEU8a2YvSWHYz2SbnRyaw2kC/F8LVFZ7KCrQw6ABMojLbwK3mqqgx+3wmel6Mdq6BlO5p+y8UUYdsKS0ldDtG8arVKoVBo+AG0HSEuyIzc8TrggAO48MIL+d3vfteSGvVTmaUgEy+BthhLxUoTKExg4Rc3UTXjr/c8WovmyjF3qnNjcmwVjSmlmDlzJvl8fsQwd3CIuydOepmu1q9fz9577z3q7V955RUWLVrUwhEJIYQQjTX9CSMIAq655hp++ctfcthhhw35IPm1r31twgY31SgFxvgkYwHGxCh4cYwJSMXrayUYA7lygkBDNlHEURrT98nTaAtjbALfI7BLEPR9oFSltgS5qYScVE5XlgW+zOgWYxCLxejt7cVxHDo6Oura2hXiggS54/W9732PTCbD/fffz/3331/XNhE16qcyW1UAB6PH9rPQf+yt5Amsxit/T7RZHXLMnepiNpSl5JUYhlKK2bNns3379oZhbitDXJmR23pHH300K1as4OMf/zhHH3105Da5XI7/+q//4rrrruOcc87ZrY+5Qgghpramg9zHH3+cI444AoAnnnhiwgc0lQUBWHYKO+bQEQPLVhS8FJZt+sssaAP5gkIDMzOGmFO/0qm2wALc1FwSiQqUNoYNiXmgWv+Bb9PW51veh2iNmKNIjjqIV+y93xF073iVfPemlo5LTH2O45DJZMjn8wD9YW47Q1yY3NIKzdJac9NNN/HRj3607X03sm7dupb38a1vfYuvfOUrbNq0icMPP5xvfvObHHPMMQ23v+2227jkkkt48cUXWbp0KVdffXX/QjEQLg5z2WWX8d3vfpfu7m7e+MY3csMNN7B06dKmxjXw+DsW2gJLKdwZryWRHnn7ifL4C39oX2diTFKuYoYE7mIElmU1DHNbPRN3ugS5U/G4OVpPPfUUX/rSl3jb295GIpHgyCOPZOHChSQSCXbu3MlTTz3Fk08+yetf/3quueaauuOcEEII0W5Nn2ncd999w972JOmEIe0aCp6iUFaRNXGFmAzpzEwOWnYix731LI79mw+zcO9DsO3YyE8Uu610Ok02myWfz9PT09P2EBd2fRgdy63dLMvi3//939ve71hs3LiRa665Ztz7ufXWW1m5ciWXXXYZjzzyCIcffjgnnXQSW7Zsidz+97//PR/4wAf42Mc+xqOPPsqKFStYsWJF3Ze811xzDd/4xje48cYbefDBB0mn05x00kkTUjdSCCHaqRbmxmIxtm3bRqVSaUs5BTlutt7s2bP52te+xsaNG7n++utZunQp27Zt47nnngPggx/8IA8//DBr166VEFcIIcSkm7Co8aWXXuIrX/kK119//UTtclqozcQteIqCp1DKSIgrJp4CO2NhJWzcveL0PFdipEKRStkAzO7al9ld+1Au9fDyuj/zykuPU+jZ3oZBi6mmNhM3n8+Tz+dRSrUtxIXpNSMX4KijjuL6669vuNJ0uzWa5fTSSy/xxz/+kc997nPj2v/XvvY1zj77bM466ywAbrzxRu666y7+4z/+gy984QtDtr/uuus4+eST+Zd/+RcAvvjFL3Lvvfdy/fXXc+ONN2KM4dprr+Xiiy/mlFNOAeBHP/oR8+bN48477+T0008f13jHJWhPeYW4nAtMeTEnLK+QTUIpNdmjEcOq7GxPP/GZDZsGzszdunVruHk83tKauNNlRi5MveNms5LJJO9///t5//vfP9lDEUIIIRpq+iPGW97ylsiTg40bN/Z/i7mnSfbNyoXww4CEuGIiOTNs4otd4rZF3MCcA+aS6rXI/SZP8blS5HNi8SQAgV+h4hVQyiLuplj6ujez5LVvYPvmdWxY9xhbNj6P0VJ4d0+STqf7Syy4rtu2EBemX43cl19+mbvvvpt/+7d/47jjjuPQQw/l0EMP5e/+7u8mZTw7d9aHGEEQ8MILL/CXv/yFb3/72+Pad6VS4eGHH+bCCy/sf8yyLE488UTWrl0b+Zy1a9eycuXKusdOOukk7rzzTiAsBbFp0yZOPPHE/vbOzk6OPfZY1q5dO7lBbu8LbenmNV1t6UaMQ8yBZALetQx6CpM9GjGs9be1p5/9zxm22bIsstks27ZtAyCbzbb0C8fpFOROteOmEEIIsTtqOnJctmxZ3f3aB8nnn3+em266aYKGNX3UyikoZYjZUPEVhfKumbpCjIczwyaxJBHe6fuRSlZms1/pZNQbLIJDAkw1+mfNdmL4fjjrzBhNpRx+QnViLl0LD6BrwVKKhZ1sWPcYr770BKViruWvR0yuWjkFpRSu61Iul+np6RmyAFqrTLcg96c//SkAvb29PPnkkzz++OP8+te/nrQPpHfccUfk41/60pe48847+cQnPjHmfW/bto0gCJg3b17d4/PmzePpp5+OfM6mTZsit9+0aVN/e+2xRttE8TwPz9s1Yzafz4Oy0TjoMV5IZDBoAxVSeEaBmjGm/TQtMW/kbcTkshXatXCzcarOCJe6iElVDBLt6cgLFyIuVQK0MWhtCIJdPxuVSoUdO3Zg2+Hvo23btjNr1qzIL0a12bM+D0y14+ZYFAoFvvzlL7N69Wq2bNmC1vW/F154oT1fBAohhBCNNP2J6Otf/3rk49/73ve4/vrr+eAHPzjuQU0XUTVxC2X6Z+dKmCvGRUF8sdv3d9Uf5Nomjq1dtKqgUgq9M3pGbcUrogN/yON+1cOveliWTTLVyYGH/i37H3Q8m199lpfX/ZltW9bBHvbBY09gjBlSE7enp2fIAmitpJQa06yldgW5J554Iv/8z//MO97xjrrHU6kUxx57LMcee2xbxtGsD3zgA1x11VWTPYwJs2rVKq644opBj32RsspQNYNPWxQGhcLQ/0tyEINFYHwCqmwIDiEZJCF+RH97gIvBxqHY8Pk+KRyKqAY1bXxSKAJs6ks22Ae/re8vCbDiUM1Hv2hlQ6wDqj1gGlwlEcuCrkDQoL6w9DG2PhRUbVg6u4ofhD9DyrKJJWZQLXc3vGollpyB9isE1eifGzuWwnLiVEvd0S9D+mi6j0fzC7Aa/D+v6BiW0jgqegy+sdHGIm5VI9s1iqp2iFk+1vPhTNtib46S51PVFeyqwWhDEPgUe3PYtk0iFR43qz05Nm/dRirTiW07KGvXMcuvTMyXA5P1heZIputxczgf//jHuf/++/nwhz/MggULpuy/vRBCiD3XhBUBeOtb38r5558/UbubmlQ4s9GYIAxxizZBYOhMBzh2mH2l3PBDX2/ZwmBIu/UncMaAMQoTVNFBBWonvUEFVOvrQMYcORmZLuyMRdy2qOUTtoGB716gKuBAYPmYMXxQ0DrAK/cCEIsnWLj3ISxY/Dp689vY8MKjbFj3KIEf/YFHTC/GGHbu3InWuq4m7sCauQPvt8pUn5H70EMPse+++wJh3dl99tkHCL+o/O1vf8t//ud/tmUczfrzn//MEUccMfKGw5gzZw62bbN58+a6xzdv3sz8+fMjnzN//vxht6/9uXnzZhYsWFC3zeCrewa68MIL60o25PN5br75/2AwDC0OrjDEUFRpHOQ6hL89DZgKGCs85vYJrBRaJXCC7ugBqTiBFcfRveHzI/j2LCxTxtb17ZbuCxLjneBkwIteOA47CU4aqjnQDcLH2CLwe6HaYJzSx9j6sBQEiqBa6Z91acdSOG6aSnEnQTW6j9TMLL7XQ6W4I7qL1Ewct4NyPnr2ufTRfB8Yg2oQ1FZ0kpjlE1PR/0cDE6OqHVyrwc+MscMgV1WpHXL6/+y7VapVyoUctuOQ7uhE9Z23pzs6KfTkKPZ0k0h34roTW7JoKpdWmK7HzeHcfffd3HXXXbzxjW+c7KEIIYQQkSYsyP3Nb37DW97ylona3ZRkW2B0kaACuXKKwBiybhFbawZedZO0wDhxCiUX43uk4rtOKk1gYQIHr7QNTxfB75udoDX1MV1rzJvTvnqYYnyUa2EPmFCrDPgRWb+yG8UXo1etlKlWPBLJDmbO3otEsgOv3MvGDU+Nc89iKqhUKvi+T1dX15BLP9sZ5k71xc4qlUr/6z/00EN57LHH2G+//TjuuOO4/PLL2zKG4QyuRwthKPrTn/6Ud73rXXXtX/va15radzwe58gjj2T16tWsWLECCEtxrF69uuGiNcuXL2f16tVccMEF/Y/de++9LF++HIAlS5Ywf/58Vq9e3R/c5vN5HnzwQT71qU81HIvruriuW/+gstDYaGNHPCNAM9zPSIAxBmMsPJ1ABSmwBq1qZQLK1tzGuzABnupsfJg2AZrYkH2ojs4B9zR0LBlmnBpS0aF5f3ssBbER9iF9NNeHAq0NOh2g+2bkaiBX8CE+HxqcNuUKPpCE9H6R7QUf8P2G7dJH832U7cZFp604BEDDMscWWECBxsc4y4YyHVDuK63gBWgNvga/UqFUyGHZDm46S2DUgKuXFG46S6k3T6mQA9WJ7cQACCbgCqepHORO9ePmWMycOZNZs2ZN9jCEEEKIhpoOct/73vcOeWzz5s08+OCDvOUtb6lrv/3228c3uikm0IBKka/G0cCMTEDMTkdum4mB8iwK5TTKSfbPzFUWKBRucg5uwoNy34wTd05bZuRu3vZSy/sQE8POWCRmJnfdN9H/YRtdWTpalu0Qj6dAKaqVEutfeJRXXvwzO7e/PL4diynDGMPMmTMbLmzWrjB3qs/IXbp0KX/84x/p6OigUCiQy4V1ozs6OtixI3omWTs9+uijkY8fffTRbNmyhS1bwuPJWP+9Vq5cyZlnnslRRx3FMcccw7XXXkuhUOCss84C4IwzzmDRokWsWrUKgE9/+tOccMIJfPWrX+Vd73oXP/7xj3nooYf4zne+0z+OCy64gKuuuoqlS5eyZMkSLrnkEhYuXNgfFo9W4Ps4joftDP4ZVgTEsIeZkRsQR6kASwUkrV5Sdn3JGY8sAS4ptkY+XxOjzAwSdGMRfZVCkbnYeLjUlwPYumEdALHMQqx4Fm9HdL1hy0kRy+5NNb8e7Udffu7OOhBdyVPtfTWyXfoYWx+OpbBtxUvPe5T6rm5JJNMsXLwvr254kXIpOhrc74CD6e3Js2Xjhsj2rgWLyXRkeeHZJyPbpY/m+0gnXRw7+lw5V6gQcyxSbvRHm6LnU/U1neno46AfaApln3TC6e/D0TFsS6FMQLnYi2WHM3EdO+oLJQurb2auV8iTzs7AcWIQjP/4NZWD3Kl+3ByLL37xi1x66aX88Ic/JJVKjfwEIYQQos2aDnI7OzsjHzvggAMmZEBTmoFeL4ZRihlpQ8yJOpHbJZMIJ+8UPBuFRTphUCq8VEvZMSzbhF//A9jxtgS5VV9qn04X1VyAFWgsp++HRodhbo2jU+FlhlYAEet/GGOoeI2X4I7FE9iOizGanvxWNrzwCK+uf5KKF/3BWExf8XicWCw27DbtCHOnepB7/vnnc/bZZ7Pvvvty2GGH8f3vf5/rr7+e3/72t0MW7JoM9913X0v3f9ppp7F161YuvfRSNm3axLJly7jnnnv6X/v69evrZkcfd9xx3HLLLVx88cVcdNFFLF26lDvvvJNDDjmkf5vPfe5zFAoFzjnnHLq7uzn++OO55557SCSaXLRIGbxyGNTYdSFKeNFz+BMSfXwLtzAowLEMjlW/XWA0xgx9fGA7xsJWGltFb2Npg6M0zqD2qlcKxxArYSu3//6Q5wfgaKh6RbQfvY1T9Qi8UsN9SB9j68PYoGIKr+xR9upLd5RLBcql6GNixfOGbS+XCsTjbsN26aP5PhzbahjkWpbCsVTDdsdSBMO0R/XhhJfiUSr04sTiuKkOLGU1PCZZyiKVyeIVeyj0dJPpmDlsX6M1lYPcqX7cHK0jjjii7t/s+eefZ968eey7775Dzp8eeeSRdg9PCCGEqNN0kPuDH/ygFeOYFrSK4RvF7HS4sNlo1BY8qy2AFo9JkCpGyUBlg0diSaLv8r3wZ6hi91KIbcYyDtUtFYLC0Pq4lmWTzs7GsmPooFr3eMxNoZRFUPV49aXHefnFP7Nty4uywNlubLSlCVod5k710gof//jHmTVrFs8++yxnn302p59+Ovvttx8bN25sWF5gd3Peeec1fK1r1qwZ8tipp57Kqaee2nB/SimuvPJKrrzyynGNy7IsjDYUCh7ptDsozBVCiNbw/SqW7ZDJzuhfDG84SllksjPozXfT27MTNzH+GZ1TOcjdXY6bzV4lIoQQQkymUcWRxhhZsRMARYcbjDgTd7CBYW6gwW4w60eIwfzugPK6MvHFLth9Qa7TwzPxn7LzVzspPhM92yidmcWbTvpEfzlHJ+bixMJAuFjYyYYXHuOV9Y9TLjZYFVzssVoZ5k71GblQXz7o7rvv5o477qBSqXD66ae3bQwDnXzyyVx++eW84Q1vGHa7np4evv3tb5PJZDj33HPbNLr2UUAi6VKpVCTMFUK0jVKKVDrTt7DZ6GpZDQxzS4We1g5wCphqx82xuOyyyyZ7CEIIIcSojSrIPfjgg7n00kt573vf27DGIsBzzz3H1772NfbZZx++8IUvTNggpwplqsTsJi8H7VMLc3vKiqSsNyaa4HcH+LkiutOGhM221d1se640dPH2CDE3RVwpfL/C5lee4eV1j7Fl018xepyFdcVurVVh7lSfkTuY4zjDzjZth1NPPZX3ve99dHZ28u53v5ujjjqKhQsXkkgk2LlzJ0899RS/+93v+MUvfsG73vUuvvKVr0zqeFtJKUilEhSL5QFhbjM/G/IlqhCiObYT7wtxm1MLc3M7t497DFN5Ru5gU+G4KYQQQuzuRhXkfvOb3+Tzn/88//iP/8jb3va2hh8kn3zySc4777xhV6OeztQ4PwSmE4ZAQ1UyNNEsA0GvRvvgvVwZMcTVOiAIqlS8Ii+/+GdeeelxCj3j/zAh9hyDw9yJmP04HWbkTjUf+9jH+NCHPsRtt93Grbfeyne+853+xWSUUrzuda/jpJNO4k9/+hMHHXTQJI+29ZRSg8JcC0bxo2mMwfdH8e2XEEIMMJ7Dj1IWyVRmAsYwfYJcIYQQQrTeqILct771rTz00EP87ne/49Zbb+Xmm2/mpZdeolQqMWfOHI444gjOOOMMPvjBDzJz5sQU9t9dJV2D8eTkSrRWqZjjwftvppDfRhBEr7IuxEgGhrmu6457f9NtRu5U4bouH/rQh/jQhz4EQC6Xo1QqMXv27BEXsdsd1Ye5Jdx0jOEqHhljKJdKWHLoFUK02Vhm8w7dhwS5QgghhNilqcXOjj/+eI4//vhWjWXKs23QQZGgOvaTIx1YWMbGK26lHBSh2hs2BGZ8X/uP0vy5UtdhurIsRrXQRk1+58YWjkbsKWph7o4dO8a9L5mROzE6Ozvp7Oyc7GG0l2UT4KDMrsTWTTqUiiXKhR5IpXHsoac0xhhKxV60NtjxOAU/RVBN1m2jsYEqPUE6smtNDCjTSwaL6C/GNFUCbCrU72PWooP7xh8ee5O1+0NeX9juLjgQdKXxNsl50NngC3PpY0x9KMK1PvdZ6lP1w2NsvO+Lq/0OOJiK50XuIu66zOlaQLZzVsN2gP0PPGzYdulj9H3kChWsBt/IaG0oVQK8BjPvtQ7f25290WOstQ/so1Ss4GsDvsYQYIDAGLQffWld7QytOqA90OMv6SJBrhBCCCEGairI3dMZA0o5qHHMDlNGobSF7bjYjgFdDhucZFuC3GJZLi2drmxbYSmp8Sjar6OjA6/BB/RmSJArxswYlNEodv0sKAXJVDIMc4sFUqlEXQkQYwzlYgmtwU0kwfjYVHCoP4ZXVVj73jG9kV1rBQEJbMpYJvr/QaN9VEvdAFjJrnBfffcHU04SFevAVHswfvQiliPtQ/oYWx+1U7reXAWvL8hNJNNkOrL09uQplwqR+5jTtQCAfC76S66R2qWP5vuIORZOgyC3VAnDU9eJPkcfqd3Xhqqv6/oIbAsLsBRYShGY8OfDanBMimqfiOOXBLntdeWVV/LZz36WVCpV93ipVOIrX/kKl1566SSNTAghhAhJkNsErUFZcayIWT+jpQClwYlnibkJ0H0fQtxOmIDLr0aS7/Fb3odojZijSCb27EvMxeQZ/IFmLJRSYyqTIB9IBUZjKT0kQLGURSLdQaWYo1Qs9S2AZoczcUtltDYk0x0owhrjCccnGas/DlqmQtUkSFrRx8fAQMF0kFA5bNVgG20RU2XcQe09O14BIJ4x2IkZlPruD2Y5SZKzD6S04xV0g3AyOaeToNxNpffVyHbpY2x9ODbEY4rtWzyKXvhldyKZItNxMFs2bqBcKkbuI9s5i3xuB1s2vhzZXtumUbv00XwfKdfBabDAoedrXMcilWhcbsbzdcN2P9Dk/EpdH6bqYFkKy7awbQvtB1hKNV5kMdBoY+raAzntnnauuOIKPvnJTw457ykWi1xxxRUS5AohhJh0EuQKIYRoC5mRK1ohrJmbpFgsUih4pFIunlchCAzptAu2gw4aXIIvhBBTnMzIbS9jTOS/35///GdmzYouDyKEEEK0kwS5Qggh2kIWOxOtUlsArVAoUyiEJYsymbDUQnQ1SyGEmB4kyG2PmTNn9v9bH3DAAXX/hkEQ0Nvbyyc/+clJHKEQQggRkiBXCCFEW8iM3PE588wz+djHPsab3/zmyR6KEEKINpEgtz2uvfZajDF89KMf5YorrqhbVDQej7PvvvuyfPnySRyhEEIIEWo6yP3bv/1bTjjhBC677LK6x3fu3Mn73vc+fvOb30zY4IQQQuw+JMgdn1wux4knnsg+++zDWWedxZlnnsmiRYsme1hTgjGGYjGsiZtOJ/C8CoWC11daYbJHJ4QQYydBbnuceeaZACxZsoTjjjuOWKxxvWUhhBBiMjV9veqaNWu4/vrrWbFiBYXCrtVpK5UK999//4QOTgghxO6jVlphLLdm3HDDDRx22GFks1my2SzLly/n7rvvbtGrap8777yTV155hU996lPceuut7LvvvrzjHe/gJz/5CdVqdbKHN2nCELfUXxPXcWxSqQS2rSgUPAJZbUgIMY3Vgtxmb2JsTjjhBGzb5tlnn+V3v/sdDzzwQN1NCCGEmGxjKq3w61//mk984hO84Q1v4P/9v//HvvvuO8HDmposC4yuoMfxodAECqMt/EqeqiqDH9byw8tBG066sh1STWO6sm2FpcxkD0PsoYrF6NXIm9GuGbl77bUXX/7yl1m6dCnGGH74wx9yyimn8Oijj3LwwQc33f9UMnfuXFauXMnKlSt55JFH+MEPfsCHP/xhMpkMH/rQh/jHf/xHli5dOtnDnHjKQpvwNpA2inKxB60NqVQSZdnovl+TiWSKUrFEqVAg7rpgoOw7qGr9cbCq4oCmFEQfH7VygSplXKwGv4K10njE0aZ+Hx2zwhnTVrILAGdW9Axq5SRRDmRmLcL4pchtLNcFdx5uPPr/g/Qxtj5q3xPN7qqQ8cM3OJFMA9C1YDHlUiFyH3HXZU7Xgsg2oL+ta8Feke3SR/N9FD0fx4p+T7U2lCqNK2LX2orl6C+9/L5fHAP7KHk+Wht0oAmUxgCBMRDoyH0EJtxHMKBdy2nbtPOHP/yB//W//hcvvfQSxtS/gUopgkAqrwshhJhcY0r1FixYwP33389ZZ53F0UcfzW233cZBBx000WObcpQCY3yMHnvgarSFMTaB7xHYJaiFwqrUliA3lZBFg6YrywJfzh3FJOjp6am7AmOs2rXY2bvf/e66+1/60pe44YYb+MMf/jDtg9yajRs3cu+993Lvvfdi2zbvfOc7efzxx3nd617HNddcw2c+85nJHuLEUgqjLMyAC4mMMZSKJbQOSKTSWLZF3UduBYlUmlKxhFcuEYvHCYjj49bt2pjwF+vgx2u0iQEBPrGGlzE12kcsOSP8S98T7dr9wax4+KfbAbHocYy8D+ljLH0owBjIdPq4fUFu3A33m+nIEo836KNPtnP4VewbtUsfzfdR9TVBgyC3xvOjQ9aR2nVf4jqwj0qg0YRhrBoQ6GkzfDo7sH1wEDgWUlqhvT75yU9y1FFHcdddd7FgwQL5txRCCDHlNB3k1g5mrutyyy23cNVVV3HyySfz+c9/fsIHN9UEAVh2Cjs29lmt2gKtFW5qLolEBUobw4bEPFCtD1k3bX2+5X2I1og5iqQE8aLNenp6yOfzpNPpce9rvDNy8/l83eOu6+K6wwcHQRBw2223USgUpv0iJdVqlZ/97Gf84Ac/4Fe/+hWHHXYYF1xwAf/rf/0vstksAHfccQcf/ehHd78gVwfY+Nh9VyUYYyiWyhhtSKSzuLYGIq6WUZBMZyj25jBBlbRTJBWrD3I800HVJMhY3ZFdB8ahYOaQVtuwVfQVOb16LjFVxlX1X3i8/MpfAIhnFmInZlDa9lTk8y0nSXL2gZS2P41uMMs0Oed1BOVuKr2vRrZLH2Prw7EhHlO89JxH0Qt/NhLJFPsdcDAvPPsk5VL01Qj7H3gY+dwOtmx8ObK9a8FeZDtn8fzT/xPZLn0030dnOo5jR58H7ez1cB2LVCK6rmmxXMXzNTMz0ccMP9DkCpW6PuImjmMpHMfCcWyqfoClFHaDMQSBRhtDzNlVmNtMQGkXCXLb67nnnuMnP/kJ+++//2QPRQghhIjUdCI5+Jvliy++mIMOOqi/QLwYXslTMqtSCDEt1ELcbDaLbY9/xajxBrmLFy+ue/yyyy7j8ssvj3zO448/zvLlyymXy2QyGe644w5e97rXNd33VLJgwQK01nzgAx/gj3/8I8uWLRuyzVve8hZmzJjR9rG1U21hs7AmbhJjO0Cl4fZKKRLJJFWv3L5BCiEEYMzwM4RHS4LZ9jn22GN5/vnnJcgVQggxZTUd5K5bt465c+fWPfa+972PAw88kIceemjCBjYVGcZ3ElUoK4oVRTIuBbOEEFPbwBC3o6NjQmrkjre0woYNG/pnngLDzsZ97Wtfy2OPPUYul+MnP/kJZ555Jvfff/+0DnO//vWvc+qpp5JIJBpuM2PGDNatW9fGUbVXfYjrYtt21DzcIZQKZ9UJIUQzxlMZwRhNqdg77jHIjNzW+5//2TUb/Pzzz+ef//mf2bRpE4ceeiixWP0s78MOO6zdwxNCCCHqNB3k7rPPPpGPH3zwwbtN7cFGjIpRDRTxMTy3UFYUPEUqbrAbrZYihBBTwOAQd6KMd0ZuNputC3KHE4/H+2fTHHnkkfzpT3/iuuuu49///d+b7n+q+PCHPzzZQ5hUxjAkxG2OBBtCiOYEfgUnHl2uYTjGaHrz3eNaILlGgtzWW7ZsGUqpuitPP/rRj/b/vdYmi50JIYSYCsZe7HWPZOjxbOIxaKZMbi3ETbuGeMxQiV4wVwghJl2rQlxo32JnUbTWeJ437v2IyWGAUil8/8YW4gohRPOMMRR7e8jOGH2YWwtxg8AnmR7/cVSC3Nbbna9kEUIIsfuRILcJlqniKEN30WJGyowqzB0Y4qYThqp8iSuEaDOtR1ejr5Uhbk07PlxeeOGFvOMd72Dvvfemp6eHW265hTVr1vDLX/6y5X2L1tBag4FMJiEhrhCibRwnRrlcpDffjZvqADX8758wxO0hCHwyHTNHffwVk6vRFadCCCHEVCRBbjMUZNwqRT9OdwE60wGxYc7nCp5FoaxIJwJSrsYY+m4KE1TRQQV0X7IbVEC1vn5fzJFv6Kcrx1EoS94/0bxKpUIsFiMeb1wYpl0h7nhKK4zWli1bOOOMM9i4cSOdnZ0cdthh/PKXv+Rtb3tb032LKcIo3EQMy3YYWpzI9D0W/XNiCGvcG8DXCl/Xb+djoRn6eI3GAjSBsTCm0TYK31jYg9pjbhIAx01ixdz++4NZTgplQcxNoRucV9gxF2WSmGr0PqSPsfXhWArLVrgJG22FoVsima77M0rcdUkk0ySSqcj2RDLdt03jdumjuT78oHEoqrXB16bhNr424TaN2vseH9juBxqURTKdpVzspdibJ93RidXo94DRFHvzoAPS2RnYjoOuNF6IcbRkRm57/exnP4t8XClFIpFg//33Z8mSJW0elRBCCLGLBLlNsC3AFMnGiuSCFN29Flm3SMweelJYrMQpVl1SsRJJq4LuK6dgAgsTOHilbXi6CH7fAkJa0476ffPmjKXCr5gKLAWeL/WVRfOUUuzcubNhmNuOEBfaV1rh+9//ftN9iKnNdhywXQITldxpAoabJRd+kaqNTUlnMEFUWORRYLj6yx4lkkB0MAgePuAP2kd23kF1991B9wdzZ48wKyzWSTLdOfw+pI+m+lCANobFrwnwg/pj7MLF+w77/ExHlkzH8OtD7HfA8O3Sx+j7KJSHrzdb9TU5f/jgNFcYvn1gH6VSlUAbbNvGTWcp9eYo9ORIZrKoQZMvjNGUevPowCeZ6cQom2qg8fX4z9skyG2vFStWDKmXC/V1co8//njuvPNOZs6cOUmjFEIIsSeTILcJ4RfzKey4zYwY5Io2PZXskJm5Bc+i6Fukk5q06wK7VlZXFigUbnIObsKD8pawwZ3Tlhm5m7e91PI+RGs4jiIel1XXRfPi8ThBELBt2zbmzJlTF+a2K8SF9s3IFbsho7GpYqvBoYgiIIZNFSLm6gIExFEqwFIBSauXlF0fBnlkCXBJsTXy+ZoYZWaQoBuL6CL3ReZi4+GSr3t86+aw7mIssxArnsXb8XTk8y0nRSy7N9X8enTtC95B3FkHoit5qr2vRrZLH2Prw7EUtq3Y8FePUmXXjNyFi/fl1Q0vUi4VIvex3wEH09uTZ8vGDZHtXQsWk+nI8sKzT0a2Sx/N95FOODh29HlQrlAh5lik3OiPNkXPp+prOtPRExr8QFMo+3V9ODqGbSkcW+E4caCTciFPpdBDOtvZH+YaoynkezA6IJnpJOHuOu8nGP/xS4Lc9rr33nv53//7f/OlL32JY445BoA//vGPXHLJJVx88cV0dnbyiU98gs9+9rPyxbEQQohJIUFuMwwoZaGUja1gRhpyBUWu6PTXzC2UFUVPkUkY0gkFg2YJKdV3s2NYtgGrr92OtyXIrcqMzmkt5sj7J5qnlGLmzJnk8/m6MLedIS5M7mJnYrozKOgrkDBQ+Kjq2yZK7XkKcCyDY9VvFxiNMUMfH9iOsbCVjgiSQ5Y2OErjDGqveqVwDLEStnL77w95fgCOhqpXRPvR2zhVj8ArNdyH9DG2PowNKqbwyh5lr/4Kq3KpQLkUHRZXPG/Y9nKpQDzuNmyXPprvw7GthkGuZSkcSzVsdyxFMEx7VB+ObfWdt4dBquPESGc6KRbCmbmZ7AwACj05Au2TznSibGfCQ1QJctvr05/+NN/5znc47rjj+h9761vfSiKR4JxzzuHJJ5/k2muv5aMf/egkjlIIIcSeTILccbAUdKYNuYKiu6iI2VDxdy1sJoQQU4VSitmzZ7N9+3a2bduG67qUy+W2hbi1MciMXCGEENOV7cTIdMykt2cnPbmdAGgdkOmYibJstJn4838Jctvrr3/9K9ns0FI72WyWF154AYClS5eybdu2dg9NCCGEAECmOY1TLcw1RlHxFXFHQlwhxNRkWRazZ8/GGEO5XCaRSLQtxIVdH0bHchNCCCGmAicWI90xgyDwCQKfdMcMnFhssoc1LjfccAOHHXYY2WyWbDbL8uXLufvuuyd7WJPiyCOP5F/+5V/YunVXuZ2tW7fyuc99jqOPPhqA5557jsWLF0/WEIUQQuzhZEbuBCh5u0KGagBVH2LyLyuEmIIKhV01DD3Po1KpRC6A1gpSWkEIIcR0Z4ymXOztv18u9uL0lVlohXbMyN1rr7348pe/zNKlSzHG8MMf/pBTTjmFRx99lIMPHn4Rut3N97//fU455RT22muv/rB2w4YN7Lfffvz0pz8FoLe3l4svvngyhymEEGIPJnHjOBXKioIXllNIurvKLNRq5gohxFQxsCZuOp3uL7MweAG0VpHSCkIIIaYzYzS9+TxB4NORnQVAb89OevPdJNNZYOKPV+0Ict/97nfX3f/Sl77EDTfcwB/+8Ic9Lsh97Wtfy1NPPcWvfvUrnn322f7H3va2t/V/sbxixYpJHKEQQog9nUSN4zAwxK2VUxhYM1fCXCHEVFEoFCgWi3U1cQfWzG1HmCszcoUQQkxXxmhKhXx/TdxaOYVazdxib45EOsvghY7Hq901coMg4LbbbqNQKLB8+fIx72c6syyLk08+mZNPPnmyhyKEEEIMITFjE2wbdFAkqCqKlRjFSpxUvELCrhJUd23XEYdcOcHOXotsokzM3rUKsg4sdGDjFbdSDopQ7bs0KzDQhlln8+e25xJqMfEsC/xA6i+L5vm+T6FQYMaMGXU1cWs1c9sV5sqMXDFmyibAQZn6gMSggAAfG9Wg7L9Bo40iMBYFP0VQTda1a2ygSk+Qjny+JgaU6SWDRbXBNlUCbCrU72PWor6ZbFb4/yq5qMHMtr52d8GBoCuNt0nOg86Zw+5D+miuDwUYA/ss9an64TE27roA7HfAwVQ8L3IXcddlTtcCsp2zGrYD7H/gYcO2Sx+j7yNXqGBZ0ccDrQ2lSoDn64btADt7o8dYax/YR6lYwdcGfI02VYq9eXTgk8p0YpRF1Q/CJyuLRCpLsTdHsTcPmSxKhb+PAj3+87bxBLn5fL7ucdd1cfv+PQd7/PHHWb58OeVymUwmwx133MHrXve6sQ16mvnGN77BOeecQyKR4Bvf+Maw2/7TP/1Tm0YlhBBCRJMgtwnGgFIOpWqMYtUh7fqkXID6BQ4U0JkKyJcs8l6KzmSFmB2eyCmjUNrCdlxsx4Auh09ykm0Jcovl6BNcMfXZtsJSEuSK5lWrVTKZTOTCZu0Mc2VGrhgrrQPQAcoefJy0MFgoNIro45vBARQKjU0FZ1DgW1UJABzTG/Fs0AoCEtiUsUx0CNRoH9VSdzjKZFe4r777gykniYp1YKo9GL8Uuc1I+5A+xtZH7ddLb66C1xfkJpJpMh1ZenvylEuFyH3M6VoAQD63Y0zt0kfzfcQcC6dBkFuqhKGq60QfL0Zq97Wh6uu6PgLbwgIUhnIhDHGTmU5isaHHSCsWJ5nppNSbo1zIk8p0opQ1IV9EjifIHbwg12WXXcbll18e+ZzXvva1PPbYY+RyOX7yk59w5plncv/99+8RYe7Xv/51PvjBD5JIJPj617/ecDullAS5QgghJt2UCnJvv/12brzxRh5++GF27NjBo48+yrJly0Z83m233cYll1zCiy++yNKlS7n66qt55zvf2d9ujOGyyy7ju9/9Lt3d3bzxjW/khhtuYOnSpU2NT2so+wm8wCGTMKQTMQaHuDUWMCMDuYIiX070l1lQgNLgxLPE3ATovg8hbieo1ocV+R6/5X2I1og5imRCAi3RvFgsRjodPdsQ2hfmyoxcMVZGa7xymXgsOeTnwcfBxoeGQa7CUhoUJByfZKz+OGiZClWTIGlFHx8DAwXTQULlsFWDbbRFTJVxB7X37HgFgHjGYCdmUOq7P5jlJEnOPpDSjlfQDcLJ5JxOgnI3ld5XI9ulj7H14dgQjym2b/EoeuHPUCKZItNxMFs2bqBcKkbuI9s5i3xuB1s2vhzZXtumUbv00XwfKdfBsaPPgzxf4zoWqUT0eXltm0btfqDJ+ZW6PkzVQSlFudSLMZpUX4hrNxhDnDgq00m5mKdUyJPJzqBB7tw2GzZsIJvN9t9vNBsXIB6Ps//++wNw5JFH8qc//YnrrruOf//3f2/5OCfbunXrIv8+Ub71rW/xla98hU2bNnH44YfzzW9+k2OOOSZy2+9+97v86Ec/4oknngDC9+Jf//VfG24vhBBizzOlUqFCocDxxx/P1VdfPern/P73v+cDH/gAH/vYx3j00UdZsWIFK1as6D/4AVxzzTV84xvf4MYbb+TBBx8knU5z0kknUS6XmxqfUTbFqlVXE3c4lgpr5joWdBcVVclQhRCTwHFG/s6uFubGYjG2bdtGpdLgkuVxqAW5Y7mJPZtlWRhjKBbLGCNXJggh2iPwK+jAJ9MxE9tpHBLX2E6MTMdMgsCnN9+NMeO/Em48x81sNlt3Gy7IHUxrjdegXMaeoFKp8Mwzz+D74/sAd+utt7Jy5Uouu+wyHnnkEQ4//HBOOukktmzZErn9mjVr+MAHPsB9993H2rVrWbx4MW9/+9t55ZXoL7eEEELseaZUkPvhD3+YSy+9lBNPPHHUz7nuuus4+eST+Zd/+RcOOuggvvjFL/L617+e66+/Hghn41577bVcfPHFnHLKKRx22GH86Ec/4tVXX+XOO+9sanwGh1RMjyrErRkc5o7zXEAIIVqm1WGuUqq/vEIzNwlyhVKQSMQJAglzhRDtY4whle7sX9hsNJzYrjC3VIwu2dKMdnwBeuGFF/LAAw/w4osv8vjjj3PhhReyZs0aPvjBD457/NNNsVjkYx/7GKlUioMPPpj169cDcP755/PlL3+56f197Wtf4+yzz+ass87ida97HTfeeCOpVIr/+I//iNz+5ptv5h//8R9ZtmwZBx54IN/73vfQWrN69epxvS4hhBC7jylVWmEs1q5dy8qVK+seO+mkk/pD2nXr1rFp06a6cLizs5Njjz2WtWvXcvrpp0fu1/O8um+h8/k8Cp9kXNNs/l0Lc8MyC4pUXD6ACiGmplaWWZDSCmI8bNsinXYpFDyKxTKpVKIdpeWFEHswx4lhx5r/uFQLc/Pd28Y9hvHUyB2tLVu2cMYZZ7Bx40Y6Ozs57LDD+OUvf8nb3va2pvazO7jwwgv585//zJo1azj55JP7Hz/xxBO5/PLL+cIXvjDqfVUqFR5++GEuvPDC/scsy+LEE09k7dq1o9pHsVikWq0ya1b0YoEQ/bkVwlnVWk/99VG01hhjpsVYQcbbajLe1pLxtla7xjntg9xNmzYxb968usfmzZvHpk2b+ttrjzXaJsqqVau44oor6h770iXnjnmctTB3Z4+i6k/eJ883vflNk9a3GB8dVNB+ibf83TuIuZ2TPRyxG4sKcydqv7LYmRgP27YHhbmpsPj8KEyXE0AhxNShxnH8cWIxkumhi4w2PYY2BLnf//73m9p+d3bnnXdy66238oY3vKHu3/Hggw/mr3/9a1P72rZtG0EQRH4Offrpp0e1j89//vMsXLhw2CtWoz63AmzdurUlpbImmtaaXC6HMWZanPPJeFtLxttaMt7WyuVybeln0oLcm2++mU984hP99++++27e9KapEzJeeOGFdTN98/k8P/pO85fTDGQp6EgZCmWZQiSEmNoGh7mZTGbc+5QZuWIi1Ie5JeKp+IhhbqVSwQQS5Aoh2su2R1+SYThyHGyfrVu30tXVNeTxQqHQ9vfhy1/+Mj/+8Y9Zs2YNiUSi4XZRn1sXL17MM8908Y53dGLbEzuuIIDf/hY2boQFC+BNb2JcfWitUUoxd+7caRHUyHhbS8bbWjLe1mrFguFRJi3Ifc973sOxxx7bf3/RokVj2s/8+fPZvHlz3WObN29m/vz5/e21xxYsWFC3zbJlyxru13XdIQsCWBYYHS56MGZa4VgWfiVPVZXB71twzcsh14iK4Wjtj3bimRATYmCYOxHfLkqQK8ZMWWgT3sK7FsmURbFYRhd6UKkklmqwmr1XouJVicdtyr6Dqtaf+lRVHNCUguhTIq1coEoZF6tBZSStNB5xtKnfR8es8NzGSoahgDMr+lxHOUmUA5lZizB+KXIby3XBnYcbj/7/IH2MrY/aZ4LZXRUyfvgGJ5JpALoWLKZcKkTuI+66zOlaENkG9Ld1Ldgrsl36aL6PoufjWNHvqdaGUiVo2EetrViuRrb72gzpo+T5aG3QgSZQGgMExkCDL4WCvtrdwYB2LdXUpp2jjjqKu+66i/PPPx/YdQ7yve99j+XLlze1rzlz5mDb9rCfVRv5t3/7N7785S/z61//msMOO2zYbaM+twKccorNXntZXHcdvPe9TQ29odtvh09/Gl5+eddje+3FuPsYuI4CTHxYPNEGj3eqk/G2loy3tabTeNs1xkkLcjs6OujoGP/lRsuXL2f16tVccMEF/Y/de++9/QfaJUuWMH/+fFavXt0f3ObzeR588EE+9alPNdWXUmCMj9FjDxWMtsDYBL5HYJegFgqrkgS5YlhGB1jWtK+GIqaZWpg7XCmaZvYlpRXEmCiFURZmQI16y7ZIpGzKxQKlYolkKjkk9K94HhXPIxaPoyxFQByf+g+7xoQBz+DHa7SJAQE+sYYV8hvtI5ac0TfY8A+7dn8wq+/be7cDYg1WlR9xH9LHWPpQgDGQ6fRx+4LceF8gkunIEo836KNPtrNx3crh2qWP5vuo+pqgQZBb4/nDz7xv1K77EteBfVQCjSYMY9WABRb1CIstDmyfiIUZ21FaQezyr//6r7zjHe/gqaeewvd9rrvuOp566il+//vfc//99ze1r3g8zpFHHsnq1atZsWIFQP/CZeedd17D511zzTV86Utf4pe//CVHHXXUeF4Or7wC738//OQn4w9zb7893NfgH+uJ7KPWTyvC4sGmelgshBCNTKlUaMeOHaxfv55XX30VgGeeeQYIZ9XWvrU844wzWLRoEatWrQLg05/+NCeccAJf/epXede73sWPf/xjHnroIb7zne8A4YnMBRdcwFVXXcXSpUtZsmQJl1xyCQsXLuw/oI5WEIBlp8a06EGNtsLPD25qLolEBUobw4bEPGgwm0gI2FUjV4h2syyLbDY77v3IjFwxZjrAxsdW9Z8ebceCdAdeIY9X6u1bAC38efG8ChWviptI4TgW2q+QdoqkYvVBjmc6qJoEGas7suvAOBTMHNJqG7aKviKnV88lpsq4qn5G4suv/AWAeGYhdmIGpW1PRT7fcpIkZx9IafvTDX/PJ+e8jqDcTaX31ch26WNsfTg2xGOKl57zKHrhz0YimWK/Aw7mhWefpFwqRu5j/wMPI5/bwZaNL0e2dy3Yi2znLJ5/+n8i26WP5vvoTMdx7Ohz5Z29Hq5jkUpElzIolqt4vmZmJjps9gNNrlCp6yNu4jiWwnEsHMem6gdYSmE3GEMQaLQxxJxdSZAZz1V8fSTIba/jjz+exx57jC9/+csceuih/OpXv+L1r389a9eu5dBDD216fytXruTMM8/kqKOO4phjjuHaa6+lUChw1llnAUM/21599dVceuml3HLLLey77779X6RnMpkxlbkyJpwrdP75cPTR4DjhVaaWFT4e9feoNmPCcDXqu4laHxdcAKecMr4wVMJiIYQY2ZQKcn/2s5/1H9QATj/9dAAuu+wyLr/8cgDWr19fNzvruOOO45ZbbuHiiy/moosuYunSpdx5550ccsgh/dt87nOfo1AocM4559Dd3c3xxx/PPffcM2ytISGEELtMxKxYmZErWsG2HdLpJIVCqW8BtASVSpVyuUoiEcNxE+hg6i/2IoQQUSTIbb/XvOY1fPe7352QfZ122mls3bqVSy+9lE2bNrFs2TLuueee/gXQBn+2veGGG6hUKrz//e+v28/Az8PNMgZefRX23nvML2NUfWzYAIsXQzYLsdjob46j8P0smYziRz9qHBYDnHNOGC5nMpBIQDIZ/jnw78kkuC40On3c3cJikMBYiD3NlApyP/KRj/CRj3xk2G3WrFkz5LFTTz2VU089teFzlFJceeWVXHnlleMcoRBCiLGSGbmiVQYugJbPh7MCE4kYrhuncdVMIYSY+iTIbY98Pj+q7cZyhdJ5553XsJTC4M+2L774YtP7n0o2bgxvzVFAalRbbt8Of//3o9ur6w4NeRMJeOqp4cPij30sfA3ZbBgYp9Phn7W/p1JQKqnIfdS0Kyyu9dWuwFgIMTVMqSBXCCHE7kuC3Knr9ttv58Ybb+Thhx9mx44dPProo8MuCFpz2223cckll/Diiy+ydOlSrr76at75znf2txtjuOyyy/jud79Ld3c3b3zjG7nhhhtYunTphL8G27ZxHItqNYxu4/GJWS1eCCEmkwS57TFjxoxh/92MMSilCILp+/Xgm94Es2eH4aLW4W3g3wffH/j37u4wAB1JNhuWWahWd90mi+eFt2bX6+3uhmFKGBMWSpyHUoZUqj7krf35u98NHxZ/8pOwaBHMmgWdneEtYr26EY0mMG6ymmRDMutXiKlDglwhhBBtIaUVpq5CocDxxx/PP/zDP3D22WeP6jm///3v+cAHPsCqVav4u7/7O2655RZWrFjBI4880l/e6JprruEb3/gGP/zhD/tr1J900kk89dRTE17eyPMqVKsBsZiN7+v+MgtIniGEmMYkyG2P++67r//vxhje+c538r3vfY9FixZN4qgmhlLhDM377ht78BYEsO++YUAYFVDW+li3rr4PY8LnDgx2B988T7N58w6ee24W55478jnfRz8aBonlcngrler/bPT3UgkKhXA8E8EYRaEQ7nPz5uaeu3UrvOEN9Y+57q5QdzS3TAY+9amR6xa/+91jfon9ZNavEFOLBLlCCCHaQmbkTl0f/vCHgeYu6bzuuus4+eST+Zd/+RcAvvjFL3Lvvfdy/fXXc+ONN2KM4dprr+Xiiy/mlFNOAeBHP/oR8+bN48477+yvgz8RPK/SXxPXdeMEQUCh4FEslnFTY5jiIoQQYo9ywgkn1N23bZs3vOEN7LfffpM0oolRO4W69trxzZ607TC0e//7dy1+Npo+lAoXWHOcsLxBFK2hq8vnb/4GVq0aOSz+znfG/lrWrIG3vGXk7T7/+bDeb6EAvb3hrfb3nh7Dzp0VqtU4vb2qrr1cHtu4IJw9vGVLeJsItbrFK1YolizJsNde4YzsWbN2/Vm7JZO73sfB2lkmIgjg/vvhmWcSvPa1cMIJMutXiCgS5DZDgTEaY8b+NZ4x4bd3JqiGi6/ovn0FFVAy60w0poMqxuiRNxSiBXx/YlbeHsvs2maD3FWrVnH77bfz9NNPk0wmOe6447j66qt57Wtf23TforG1a9eycuXKusdOOukk7rzzTgDWrVvHpk2bOPHEE/vbOzs7OfbYY1m7dm3DINfzPDzP678f1i1UGMBETK+teCWq5QpuIk7cjWMAy3ZIpRXFQplSsdD/uK8Vvq7fh4+FZujjNRoL0ATGwphG2yh8Y2EPao+54adWx01ixdz++4NZTgplQcxNoRt8YLFjLsokMdXofUgfY+vDsRSWrXATNtoKj7GJZLruzyhx1yWRTJNIRtd1TCTTfds0bpc+muvDDxqfA2lt8LVpuI2vTbhNo/a+xwe2+4HuO2834Q3CW4PCmCO1j5XMyBXjsddeYcA6EUHbe98bhnZRMzMnoo+xhsXNeNObwvGOFBZ/6UuN+9HasGXLTrq6urCsQecUPtxzz+hmwZ5ySjirNpcbesvnw4B7IvziFwrIDLuN6w4Nd2fNghkz4PvfH3nW7ymnjD9w3TXr1wJmADLrV4hGJMhtgm2B0UX0OGr9mMDCBA5eaRueLoIfLsoSBrpy0iUaMybAsl3QPuP6IRS7L11pyW4rlQq5ZguMRWjXjNz777+fc889l6OPPhrf97nooot4+9vfzlNPPUU63ThsEM3ZtGlT/6rbNfPmzWPTpk397bXHGm0TZdWqVVxxxRV1j335mmsIiKFM/aeEiudR8crE3QRO3CUY+EHDcnBTDuViAa8Y4MRjlHQGE0SFRR4FhlvAxqNEEmgwnQgPH/AH7SM776C6++6g+4O5s/cZtp1YJ8l05/D7kD6a6kMB2hgWvybAD+o/qS5cvO+wz890ZMl0HDzsNvsdMHy79DH6Pgrl4b9QrPqanD/8cTBXGL59YB+lUpVAGwgMRoWJijYGHQwf1FYHhsF6/KGuBLlirH72M8073zmxMxrf+94wtGtVrdTpHhY7DrzjHaMLi/+//69xP8aEs3yjQt7a7X/+B26+eWzjHMzz4NVXw1szarN+ly2DpUuhqwvmzg1vg/8+Z0747xOlnbN+hdgdSJDbhECDslJYsbEfqZQFGAs3OQc34UF5gq6dELs9rQ1Ge7DzEXDkUmHRHpVKhW3btmFPwBl6u4Lce+65p+7+TTfdRFdXFw8//DBvfvObm+5/d3PzzTfziU98ov/+3XffzZve9KZJHFG9Cy+8sG6mbz6f5+ab/w82VWy16wzf8ypUvSrxRJKkawNDQx7bAdIZSr096KBK0uolZddv55ElwCXF1sjxaGKUmUGCbiyiv0QrMhcbD5f6Vc+3bl4HQCyzECuexdvxdOTzLSdFLLs31fx6dO0L3kHcWQeiK3mqvdGfsqSPsfXhWArbVmz4q0epsmtG7sLF+/LqhhcplwqR+9jvgIPp7cmzZeOGyPauBYvJdGR54dknI9ulj+b7SCccHDv6qo5coULMsUi50R9tip5P1dd0puOR7X6gKZT9uj4cHcO2FI6tcGyLaqCxlMK2oo9JgTZoY4gNHGMw/kBVgtzJM93/HVu1GJVtw9/8zcTvt0bC4nC7jo7wttde0dvUyhAMFxgvWBAG+i+91I3WM9i502LHDobctm/f9fdSqfnX/MQT4W0kM2cODXnnzIFvf7s9s35BFm0TuwcJcpthQCkLpcb+Pz0IoBoolB3Dsg1Y8ltDjJ6egJkdQoxWLcSNxWIkGxU2a8JkLXZWm008a9asce1nd/Ge97yHY489tv/+WBdymT9/PpsHre6xefNm5s+f399ee2zBggV12yxbtqzhfl3XxR2ydHNYVCEssBCGuF65SiLhYrtJFBUg+vejYzskkgn8iodjGRyrfrvAaIwZ+vjAdoyFrXRdkDyQpQ2O0jiD2qte+GlIxUrYyu2/P+T5ATgaql4R7Udv41Q9Aq/UcB/Sx9j6MDaomMIre5S9+utYy6UC5VJ0WFzxvGHby6UC8bjbsF36aL4Px7YaBrmWpXAs1bDdsRTBMO1RfTi2hVK7gtTwd1DjcE/Vfk9NcPgnQW57vHdQelcul/nkJz855Eqe22+/vZ3D2mNJWDyy0QTG3/wmHHEELFpUoasLRnNKXSrBzp1hqPvrX8NnPjP+sdbs3Bnenn129M+pzfp997vD1zJ/fvh+zZ+/65YZvnJEP1m0TewuJMhto6oP+bIiPvAAkVzQcHsh6gQV8Esw+xhwh79cVAj2Pyf8c8eOMT19YIg7e/ZsyuNZvaHPeGfkhrVSd4kO/Opprbngggt44xvfyCGHHNJ037ujjo4OOjo6xr2f5cuXs3r1ai644IL+x+69916WL18OwJIlS5g/fz6rV6/uD27z+TwPPvggn/rUp8bc7+CFzUZTvdm2bXDki1MhRHtVymOY2jaIBLnt0dlZf279oQ99aJJGItpluofFtT5GCoybrbWbTIa3hQvhoIPgq18duUzEX/4SBrRbtsDWreFtuL/39DT/Wu++O7xFyWR2hbqDQ97a/UcegbPPbt+ibTLrV7SSBLlN0CrGWCdEVn3oLiocBTFHZlUKIaauwSHueGfE1ox3Ru7ixYvrHr/sssu4/PLLh33uueeeyxNPPMHvfve7pvvdk+zYsYP169fzal9xtGeeeQYIZ9XWZtaeccYZLFq0iFWrVgHw6U9/mhNOOIGvfvWrvOtd7+LHP/4xDz30EN/5zneAMEi44IILuOqqq1i6dClLlizhkksuYeHChaxYsWJM4xwc4jZDgg0hRLOCIBjzh6VysYBXGX6WsZg6fvCDH0z2EMRuqNVhMbQ2MB5tmYh0Orw1KgMxWLkM27aFwe6998LnPz++cfb2wvPPh7dm1V7TJz4B++4Le+8dLvw21tNGmfUr2kGC3KYoess28Tg0KI8VqT/EtSCdMFR9BeklkJJAVzTBL0AlB4vfB+mFkz0asZtqVYgL45+Ru2HDBrLZXYtJjTQb97zzzuPnP/85DzzwAHuN9sxyD/Wzn/2Ms846q//+6aefDtSH5evXr6/7eTjuuOO45ZZbuPjii7noootYunQpd955Z93M58997nMUCgXOOeccuru7Of7447nnnntIJBJNj7FSqVKtBmMKcYUQYiyCwMcrlXA6Yk09r1wsUCr14sajFldsjszIFUKMpJWBcSvKRCQS4fP32gsOOywsATFSrd+77gqD340bYdOm8Db47+NZm3nbNjjyyPDvrguLFtXf9tqr/v6CBRAfdDoqi7aJdpEgtwnKVPGNIldQdKbNqMLcgSFuZ9oQaPoKbFkwcfmI2BMoG7DAdsFuPgQRey4TdVYUoZUhLow/yM1ms3VBbiPGGM4//3zuuOMO1qxZw5IlS5ruc0/zkY98hI985CPDbrNmzZohj5166qmceuqpDZ+jlOLKK6/kyiuvHNf4tDb4fkAyGZcQVwjRNrbt4JUL2LaNHR/duVctxE0mM1j2+D9qSZArhJhskz3r95vfhGGWV+hXKsHmzUMD3t/9Du67b/Rj8jx44YXwNpx582DRIsWcOTPYZx/FrbfKom2iPSTIbYLC0OEGFKvOqMLcwSGupSBo33CFEAIIA9qRZkC2OsSF9i12du6553LLLbfw05/+lI6ODjZt2gSE9e8mYtE20X7GGOJxR0JcIURb2baNm0hTKvUS05pkMj3s9l65SNUrkkxmSKTSVDxv3GOQIFcIMRVMh1m/yWRYHmHffesfX7NmdEHuySeHNYVfeSW8dXcPv/3mzbB5swJG/qKvtmjbpz4V/jsuXhyWcVi4EGLNXfQh5RuEBLnNsG2wKdARt8mXE+zs0XQmypH1U6qBRb6cwLY0HfEyxg9DXB1Y6MDG6/4r5fL4T+7EnsPoCpbMxBVjYIxh586ddHV1RYai7QhxYfwzckfrhhtuAOBvBp1t/uAHPxhx1qmYmpTtYMcTBKZ+qkG4RnyAj41qcJmLQaONIjAWBT9FUK0P8zU2UKUniA5oNDGgTC8ZLKoNtqkSYFOhfh+zFh0c/sUKA+hk7f5gfe3uggNBVxpvk5wHnTOH3Yf00VwfivDD1T5Lfap+OI0m3le2Zb8DDm4YxMVdlzldC8h2zmrYDrD/gYcN2y59jL6PXKGC1WAGhdaGUiXA86NX9dF9i1zs7I0eY619YB+lYgVfG5yYS0wpKqUCAG4iulyCVy5SKRWIJ9PY8QRVPyAY6+IaA0iQK4TYE9Rm/d5/v+aZZ/K89rVZTjjBmpBZpm96Uxh0jrRo289/Xj+rtVCAV18NA9NauFu71R7btMkQBKP/nfvd74a3GssKw9y99258mzFj1+xkKd8gQILcpoRT4h1iMYtOyydXipP3UmST1bqZudVAkffiOLYmmwyw1K6vWJRRKG1hx7PY7mjW2hYipIMySsoqizGIx+P09vayffv2IUFtu0JcaN+M3NGWkhDTh6VAGY1i8ImyhcFCoVFEBzgGB1AoNDYVnEGBb1WFX5A5pjfy+VpBQAKbMpaJDoEa7aNa6g5HmewK99V3fzDlJFGxDky1B+NHr3I/0j6kj7H1Ufv10pur4PUFuYlkmkxHlt6ePOW+8G6wOV0LAMjndoypXfpovo+YY+E0CHJLlfCaN9eJPl6M1O5rQ9XXdX0EtoVF+PunNhO3UipgAe6gmbleqdAf4g6ctTsRgaoEuUKIPUVt1u/rXlemqyvLRH0sGe2ibYND43Qali4Nb41Uq4Ynn9zK738/h3PPbX7AWoeh8Msvw+9/H71NJhMGuosXh2Ui2lW+AaSEw1QlQW4TtAZlxbFsB9eGmRZ0Fx16yk5/6YSqD/myImZDZ1phqfqfckUY5jqpBcSGvzpLiDq6WkB73ZM9DDENWZbFzJkzyeVydWFuO0NcaN+MXLEbMhpLaayInwUfBxsfGga5CktpUJBwfJKx+i9RLVOhahIkregvVwMDBdNBQuWwVYNttEVMlXEHtffseAWAeMZgJ2ZQ6rs/mOUkSc4+kNKOV9ANwsnknE6CcjeV3lcj26WPsfXh2BCPKbZv8Sh64c9QIpki03EwWzZuoFwqRu4j2zmLfG4HWza+HNle26ZRu/TRfB8p18Gxo49Tnq9xHYtUovH1qZ6vG7b7gSbnV+r6MFUHy1JYtoVtW7iJFBbgeUUsyyKRCk/ky8UCnlckkUwTS6SwB4wxkDkbQggxJbRi0TYIQ8358zVnnw2rVg0/67erKwyUX3kF1q/fdduwAbZsadxHby889VR4G06tfMPHPgZveUtYYmLJknBxtrGEr1LCYeqSIHccYg7MSBm6i+ECaOmEITeoJq4QQkwFsViMOXPmsG3bNrZv3042m2X79u1tC3GhfTNyhRBCiFZwk2ksy6JU2jX7vrawWcxNoltwRYjMyBVCiIkx2Yu2ffvbjQPQUikMTAcGvINv5fLoxvLDH4a3GscJZ/Tuuy/ss49i7tw0Bx8Mr3lN+NiCBQyZ/SwlHKY2CXLHqRbm7ixYdBcUjmUkxBVCTEnxeJw5c+awdevWts7EHUg+XAohhJjOajNxa2FubWGzIIi+KmC8JMgVQoiJM1UXbUsmhy/jYAz89Kfw93/f/Lh8H154IbyF14h31LXH47DPPrtm8O69N3zta+0t4SCaI0GuEEKItpDSCkIIIUTz5DgohBDTQ6tm/SoF7373yIu2zZsXzvzdsAHWrYMXXwz/XLcO8vnofVcq8Nxz4W00aiUcbr4ZTjsN+tYkHTOpw9s8CXLHqepDd1ERs01/aYVcQcmsXCHElFOriRuPx/tLK0QtgNYqUlpBCCHEdFcuFvrLKcCumbkxN9mS/mRGrhBCTC+tmvU7mvIN3/pW41m7O3fCCy9oHnssR3d3Jy++aPHii7vC3kL0mqUNnXkmfOQj4SJsr3lNeNtvv11/f81rYMaM4fchdXjHRoLccaiFuANr4g6smSthrhBiqqhWq+RyubpyCgNr5spiZ0IIIcTwvFK4sFmtnEJNqdSL1ppYIjXhfUqQK4QQomY85RtmzoQjjoBFizy6uurr4hoD27eHge5dd8EVV4xuPMbsquF7331D22fNGhru1m5/+AP8wz8MX4d3xYrRjWNPI0FuEywLjK6gA59qoMiV4jhWQEeiCjpcL9tWkE2Ebd29mmyyWhfmmkBhAgu/uImqkaVsxejpoIya+DU0xB5Aa00+n8d13brAtlYzt11hrszIFWOmLLQJbwMZLEATYNEotjCYvudC2XdQ1fpTn6qKA5pSEH1KpJULVCnjYjX4HayVxiOONvX76Ji1CAAr2QWA03d/yMtzkigHMrMWYfxS5DaW64I7Dzce/Uqlj7H1Ufv1MrurQsYP3+BEMgzouhYsplyKnp4Sd13mdC2IbAP627oW7BXZLn0030fR83EazJDQ2lCqBA37qLUVy9XIdl+bIX2UPB+tDTrQBErjlYtUSgUSyTQxN9lfEzfmJtFaUy4V0ICV3BXw6gk4b5MgVwghxECtKN+gFMyZE95e/3r4/vcbl3AA6OiAk08Og9+//jWc7Rtlx47w9tBDox/LwDq873530y8l0u5WvkGC3CaE09d9KlWbfDmBbflk3TBcG/gD7ijIuj75coJc0aYzUe6f6m60hTE2QSVPYHmT80LEtGR0BctOTPYwxDRUqVRwHCcyqG1nmCszcsVYaQNGWX3B7S4GRRjVKqDRz63p28YiII5PfSEvY8KAZ/Dju/qOAQE+scY9NNhHLDkj/EvfE+3a/cGsePin2wGxBoXGRtyH9DGWPhThOVym08ftC3LjfcXeMh1Z4vHhC79lO2eNqV36aL6Pqq8JRrjUzfOHX3CsUbvuS1wH9lEJNJrw90+lVKBSKhBPpoklUuhBn2xjiRSacDsAt29mrmn0CVgIIYQYh1Yu2jaaEg433VQ/+zcs2xCGugNvL7wQ1tNt9nBYq8N7/PGKww7r4PDD4YADwsXg9t67uRB2dyzfIEFuE4IAAtIUKw4xp1ZOIRa5rR0D24HuokNPJd5fZkFbYCmFO+O1JNKRTxUikq4W0F73ZA9DTENKKWbOnNkwoG1XmCtBrhgrE/gElRJuavCXWRY+cRwqhNfFDBXgYikflCbtFEnF6rfzTAdVkyBjdUc/3zgUzBzSahu2ir6SplfPJabKuKp+RuLLr/wFgHhmIXZiBqVtT0U+33KSJGcfSGn70+gGs0yTc15HUO6m0vtqZLv0MbY+HBviMcVLz3kUvfBnI5FMsd8BB/PCs09SLhUj97H/gYeRz+1gy8aXI9u7FuxFtnMWzz/9P5Ht0kfzfXSm4zh29LFpZ6+H61ikEtHn5cVyFc/XzMxEh81+oMkVKnV9xE0cx1IEVY9qpUQ8mSaZTGM3GENtJm7VK+JYFolUGhOM/+o7mZErhBCi3Zot4TBzJhx5ZHgbzPPCOry1YPevf4UHHoBHHhl5HH/8o+KPf6wPzuLxsFzD0qWw//7hn7Xb4sX1JSNuvz0MpIcr3zAdw1wJcpugsciXbeI2pBOGQEPji7gABRnXkC8rdvYoOlJ9z9HQE/3ZQ4iGjG+hKw6x7jyO15oFNcTuJ5fLYVkWvu+P+MGus7OTnTt3smXLFmbOnFm3ve+P/8OolFYQY6WUolLxse0Krhuf7OEIIfYQQRDglYuk0lns+MhXRbmJFI5l9S+AZtnj/6glQa4QQojJMFElHFwXXvva8FazZg285S1jG1elAk8/Hd6i+nrNa8JQ9zWvgR/8IHo28MDyDaecMv3KLEiQ24TA6kT7FsaAlx/9CZIx4GkoeArbCi/y/O+nYk3/sBgD1SD8M2bXf9PQyucO5gfhzbHDW7ueO5DW4etRKnw9zZyvjue5A7X7/TDGBp3EWb8aZe2aceL7PtVqlVgshuM09196PM8dSGtNpVJBKUU8Hm/qA8R4njuQMYZKpYIxhng83lT4N57nDjbV3g/btsnlcuTz+VG9Lq01pVKJ3t5eHMfpfz+0Hv5y1dGQGblirCxL4TgO5b76lhLmCiHaIQh83ESaRCpN1R92+ka/2iJopVIvMWf4chOjIUGuEEKIydKqEg5velM4u7dRHV6lwvbf/lbz8MM72bZtJn/9q8Vzz8Fzz8Hzz0O5PPR5ngdPPRXeRlIr3/CLX0xMLd5aHd52kCC3KQrL0mMLeVRfiKnDBdFijmkqyDQGeooK30A2YRhLxhN3wn0Ug7Hvo+QpShVFKm5Ius3X/Yo74T6K49iH70NvReEoyKTMmIJYx4d8WaED6BjDPibj/TBGgw6Iu3GUHX4wKBQKFAoFMpkM6fTYanUUCgV6e3vHvI9qtUo+n8dxnCGzOEcrFouxc+dOgiAY0z6MMezcuRPf95k5cyaxWPSllcNJJBLs3LmT3t7eMe9jKr4fvu9jWRZKqVH97qptW6lUqFar/cH2RAS5MiNXjEc8HsO2LQlzhRBtY9sObrL5q6BqYW6hkBv3GCTIFUIIsbsZTR3ea68NSyW4bpWurvrJb1qHIfDzz9Mf7tZuf/1rGOiO1nveA3Pn7po1fMABu/6+335hKYeR7KrD257PrRLkNkVjK4sR1lmIZPXN/Kz64aIJthXOxBxVrwZyBYUGZqUNsXG8azM7DLmCotdTzLCb21ehrChXFR0JQzox9sUbYimDbe2aodzMvqo+9HqKuE1/3eExjcEGxzZ0FxWFsmpqX5P1fhgDRhliMQfLidPT00OxWGTGjBl0dHSMeQzxeBzHcfrDv2b2ValUyOVyuK47rrqq8XicWCzGtm3byOfzTe1La8327dvRWtPV1UV8NL9pG+jq6mL79u3kcjnmzJnT1L6m6vtR+wDYTIg6OMx1XXdCPhTKjFwxXrXwdleYO/oFIGXRISFEs+xxXGuZSKXxq9Vxj0GCXCGEELuj0dThbTSXyLLCkHfx4qElGoIg3N9PfgKf/ezoxrJ1a3j73e/qH7dtWLIkOuSdPz/M+BrV4W0lCXLbyLEAO5yZmy8pZmVGDg9roaGvYUZqfKEhgKXCADRXUHQX1aj3WSgrCp4i7Y4vxK2p7aPgqbr7w6n60F1UONb4QtyamBP+m3YXFbnC6MLcqfJ+9PT0kM/nyWaz4woNa2r7yOfzdfeHU6lU2LZtG7FYbEIWxxrLglu1ELdarTYdvEaxLIvZs2ezfft2tm3bNup97o7vR620Q6VSwfO8cX2YrZEgV0yE+jDXwh7FzNwgCPBHeVm0EEJMlHhC1jQQQgghGpmoOrwD2Tbss09Y//baaxuXbwBIp+Goo+DZZ8P+BwuCcNbv88/DXXfVt3V0hLV4n366vSEuSJA7JuOZ1WNZYJvwB6K7AJ2poGF4qA3kijZBYOhMBzj2xPyAKCCbCvfdXYDOdDDs7OCCZ1EoK9KJgJSrJ+yHNOWCwaK3bGEwpN3Gl25XA8gVbGzbkE0FKCbm38KxoTMV7nuqvx/GhEV1e3qL9BbKExYa1jQTHk50aFjTTJg70SFuTbNh7kSHuDVT4f0YGOZWJ2BWkZRWEGOnMIAh/AUdd10MinK5QowStmsD0b+8/cCnXCrjOBa+Vvi6fjsfC83Qx2s0FqAJjIUxjbZR+MbCHtQec8MQx3GTWDG3//5glpNCWRBzU+gGx2M75qJMElON3of0MbY+HEth2Qo3YaOt8DwkkUzX/Rkl7rokkmkSyVRkeyKZ7tumcbv00VwfftD4PFFrg69Nw218bcJtGrX3PT6w3Q/Cc15jTHgjXOei0eeAkdrHSmbkCiGE2J21qg7vaMo3/OhHYZgM0NMTBrrPPBPean9/9lkoFIbuv6cHHnlk4sc9GhLkNiF884PwLG2sDCgsMvEihYpLd4+mM1EcUqPVGMiVUwTGkHWL2Fo3nFY+VtkY5IIU3b0WWbdIzB7aQbESp1h1ScVKJK0KevxZTp2kBcaJUyi5GN8jFa8M2aYaWOS9FLaqkI0VwYeJ/KewgY542MeUfj+MoegnKXsFOjtnTmhoWDOa8LBVoWHNaMLcVoW4NaMNc1sV4tZMhfejFuZ6zRQaGoZ8uBRjYtkExFBmV3LnxB208aiUS2ASxN2hiwoFQUC52IulLCw7RklnMEFUWORRIDvMADxKJIFGs+s8fMAftI/svIPq7ruD7g/mzt5n2HZinSTTncPvQ/poqg8FaGNY/JoAP6g/wVu4eN9hn5/pyJLpOHjYbfY7YPh26WP0fRTK/rDtVV+T84eeRw6UKwzfPrCPUqlKoA0EBqPCczJtDDoY/oNAdWAYrMcf6kqQK4QQQozNaMo31HR0wJFHhreBjIFXX90V8A4Medeta/9sXJAgtynGgFI2Q1K+ZihAQzyeJBY35Apx8tV43UxQbSBftNHAjExAzB7bokmjMSMWzgTtqWSHzAQteBZF3yKd1KRdFxj/yrtRMjFQnkWhnEY5ybqZudUAeko2jlObLTvxYRmAG+v7t5jK70cZilWLzpnploSGNcOFh60ODWuGC3NbHeLWjBTmtjrErZkK74fjOATB+C9Llxm5Ysx0gE0VW9WfKSUTDqgk1XIJSwV1C6AFQYBXLGPZMeJuHBNUSFq9pOz6MMgjS4BLiq3RXROjzAwSdGMR/W1mkbnYeLjk6x7funkdALHMQqx4Fm/H05HPt5wUsezeVPPr0X4xcht31oHoSp5q76uR7dLH2PpwLIVtKzb81aNU2TUjd+HifXl1w4uUSxFTMAhDx96ePFs2bohs71qwmExHlheefTKyXfpovo90wsGxo48HuUKFmGORcqM/2hQ9n6qv6UxHnzP4gaZQ9uv6cHQM21I4tsKxLaqBxlIKu8GlW4E2aGOIDRxjMDn15SXIFUIIIULjLd+gFCxaFN7+9m/r2371KzjppIkf80gkyB2D8ZwcGUMY5iqLuA0z0mHd13zRoTMdfkDNFxWBhhlpQ8wZf13K4dgqHEOuoMgVnf4arYWyougpMglDOqEI5622TiYR/rMUPBuFRTphqPqQK6qw/EHaYKnWjiHuTO33o+BBOl6hIxN96eFEigoP2xUa1kSFuUBbQtyaRmFuu0LcmqnwfkzE/qVGrhi7sKiCGnJJjCLuJrEJKJc9FAbXjRMEAcWCh20r3FQao6towLEMjlW/j8BojBn6+MB2jIWt9JAgucbSBkdpnEHtVa8UjjJWwlZu//0hzw/A0VD1img/ehun6hF4pYb7kD7G1oexQcUUXtmj7NVfCVMuFSiXosPiiucN214uFYjH3Ybt0kfzfTi21TDItSyFY6mG7Y6lCIZpj+rDsS2U2nXsCn8HNT4mqdrvqQk+ZkmQK4QQQoxPq8o3vPWt4eze4erwtoIEuZNs4IJb3b3hSVdgJmYhrdEavOBWzIaKP3ELm43WwAXQqkE4G3eiFjYbrSn9fiQCUrH2LdYzMDysLXjVrtCwZmCYu23bNgB8329LiFszOMx1XZdyeeJrFI9kKrwf4yVBrmiVcCauplyuEgQa39fYtiKVSqDV0PhXCCGmCwlyhRBCiKlpuDq8rTQ9Pv3v5mIOdKZM/yIsnW0MDWtq4aExioqviDvtDXFr0glD3DFUfIUxqq0hbs2UfT+GWQyuVTo6OkgkEpTLZYwxkxIaxuNxZs+eTbVapVqtMnv27LaFuDW1MNcYQ7lcJpFItDXErZkK78d41EorjOUmxEhcN04sZlOtBhhjSKUSEmYIIYQQQgghWqZWh3fRovb1KZ+OpwBtwkvnawplxQSsjdC0krdrDNUAqsOvKdESVT/sO2pM7TJl34/2TcbtV5v5WVOIWq6xxbTW/SUFIJyRqid6pblRGPjaPc+jUhl+wZRWmArvx3j0X546hpsQIwmCAN/f9buhUpng1TmFEGISyHFTCCGEmNre+1548UX42c/ak1NIkDvJtAnrofoaZqY1M9MaX4ePtTM8DGuwhuUU5mQ1jhXWim1nmFv1wz4dC+ZkNWnXUPBUXajaalP5/cgVbKoTsGjGaA2swbpgwQKy2Sz5fJ6enp62jWHgwmZz585l7ty5VKtVtm/f3tYwd2BN3AULFhCLxdi2bVtbw9yp8H6Ml8zIFa0SBAGFvpq42WyKRCJGuVzF89r/hYsQQkwkCXKFEEKIqc+2w0XU2kE+HU+igaFhrQZrrUZrO8PDgaFhOmH6L+tvZ5g7MMStlVNIJ0xbw9yp/n7YNuRK8bbMMotaSKujo6Ot4eHAELdWE7dWM7edYe7ghc1qZRbaGeZOhffDTEDBH5mRK1ohCHwKhVJ/TVylFK4b7w9zK155socohBBjJsdNIYQQQgwki501ISxeHGDGEx4ZwCiCSpF8NU6gLbKJMpbRBH35nAV0xC3y5QQ7ezSdiTKtOh8rVmIUK3FS8QoJu9o/BoCOOOTKCXb2hmOM2a0JzapB+FptS9MRL2N8qFURSNignRi9pTg6qJCKtybENCZ8rVP5/cjGNHmdYsfOHHOcRMvqxEaFhjUDF9waeH+iRYW4NQMXQNu+fXtL68QODnFrBi+A1srF16bK+1Gtjv//nix2JsbMsglwUMaue9gPNOViD5bl4CaTaBS1lc2cuEPceHjlEkEsjmVZFPwUQTVZtw+NDVTpCdKRXWtiQJleMlhE/z/QVAmwqVC/j1mLDu4bf/j7IVm7P+T1he3uggNBN/hyyIpDch50zhx2H9JHc30ownOAfZb6VP3whyfuugDsd8DBVAaUsxko7rrM6VpAtnNWw3aA/Q88bNh26WP0feQKFawGCydobShVAjw/+lxV930Tv7M3eoy19oF9lIoVfG3A1xgCDBAYg/aja13Vvu6sDmgPJmAGgCx2JoQQQoiBJMhthgGFBeM6N1IYA72V8ANnZ6pCzLaB+g+ncQs6LZ9cKU7eS5FNVid80a+iZ1OsOqRdn5QLEBs0UuhMBeRLFnkvRWeyQsye2Cmp1UCR9+I4tiabDLBUbMg26QQoFVCouChlk3IntlisNpAvxwiMNbXfDxWQTVYoGKdl4eFwoWFNq8PD4ULcmnaEuY1C3Jp2hLlT5f3wGnw4b9ZYyySM5TkPPPAAX/nKV3j44YfZuHEjd9xxBytWrGh6P2KKMAZlNGrAATgIAsrFMpZlk0wlsZRhV5QSct0YBoVXLhOP29hUcAZdjFRVCQAc0xvZtVYQkMCmjGWi/y802ke11A2AlewK99V3fzDlJFGxDky1B+OXIrcZaR/Sx9j6qP166c1V8PqC3EQyTaYjS29PnnIpuhb5nK4FAORzO8bULn0030fMsXAanHyVKuG5oetEHy9Gave1oerruj4C28IiXIDWUoqg78oUq0FIGtU+UYGqBLNCCCGEqJEgtwkGQCmUGntgpA0EGgIUs9KGmOM23Na1YaYF3UWHnrLTX3JgIhTKimJVkUkY0okYg0PDGguYkQnLCuTLif6SAxOh6kO+rIjZ0JlWWMpuuG0mBcpSFDwXZYUlByaCNtBTUAQGZk7x98OYAEtXmZXNsjNXnPDwcDShYU2rwsPRhLg1rQxzRwpxa1oZ5k6V98PzPIwxOM74/+O3c0ZuoVDg8MMP56Mf/Sjvfe97m36+mGKMxlK6PyAJgoBS0cOxLeKpDhxVBaJn4rmJZHg1TeCTcHySsfp6QZapUDUJklZ0HaHAQMF0kFA5bNVgG20RU2XcQe09O14BIJ4x2IkZlPruD2Y5SZKzD6S04xV0g3AyOaeToNxNpffVyHbpY2x9ODbEY4rtWzyKXvgzlEimyHQczJaNGyiXipH7yHbOIp/bwZaNL0e217Zp1C59NN9HynVw7OhjoedrXMcilYg+n61t06jdDzQ5v1LXh6k6WJbCsi1s20L7AZZS2A3GQKDRxtS1B5OwcLAQQgghdm8S5LaR1vTXm80mRxeI1mq0dhcVuYKakPBwcA3WkdRqtOYKiu6impAwN6om7khqYy14qu7+WEXVxB3JlHg/WhAeNhMa1kx0eNhMiFvTijB3tCFuze78ftRC3Hg8PiE1cts5I/cd73gH73jHO5p+npj6Bi5slkolCUYR9MfjcfxK+xZIFEIIgCCYnLJEMoNXCCGE2H1JkDtKYYhhERjCKbVNCktshWGErQxaB1Qqow9GUjFFj2ezI2/IJIIxh4elikWxapGKBcQsTTPrNCVj0Fu22d6r6HCDMZdZqAbha3GUJhkL8Js4x41Z4NoW+ZKF72uS8bF9MNcmfC2+gQ43wGjT1L/FZLwfxoSvVZc9lGVIJpNUq1U2b95MZ2fnmGdM+r5PLpfDtm2SySTl8ugXBrJtG9d12bFjB57nkUqlxjQGrTX5fJ4gCOjs7MT3fXx/9NNYMpkMuVyOTZs2kc1mxxzmFotFCoUC6XQa27YpFqNnF0WZqu9HEARorTHGEASjK0tijOmvies4DsaY/oXlxhPo9vT0jOnDZW0xt1pIXeO6Lq7beBa92P3Uh7iJpn6eWlVLWwix+xrPuhh+tUqpMP7FSNsR5K5atYrbb7+dp59+mmQyyXHHHcfVV1/Na1/72qb2I4QQQojWkyB3lHp6erj8ii9O9jCEEGJS9fT00NnZ2dRz4vE48+fPZ++99x5zv5lMhsWLF9c9dtlll3H55ZePeZ9iegkCjedVxxTiCiHEWPh+Fasaw3Eal2yIfF61Sm/PTix7csoSNbv9/fffz7nnnsvRRx+N7/tcdNFFvP3tb+epp54inY5eCFIIIYQQk0OC3FFauHAhGzZsoKOjY9p+eMzn8yxevJgNGzaQzWYnezgTTl7f9LU7vzbYPV6fMYaenh4WLlzY9HMTiQTr1q2j0sy094j+B//uldm4ew5joFyu4DiWhLhCiLZRSlEs5LAdB0a5RkYtxLVth7ibnJAxtDrIveeee+ru33TTTXR1dfHwww/z5je/ual9CSGEEKK1JMgdJcuy2GuvvSZ7GBMim81O2zBpNOT1TV+782uD6f/6mp2JO1AikSCRSEzgaMSeRGuNUjITVwjRXrYTJ9Ca3p6dJFJZrNjwNfADv0q5mMe2HTLZGVQr07NGbi6XA2DWrFnj2o8Ifetb3+IrX/kKmzZt4vDDD+eb3/wmxxxzTOS2Tz75JJdeeikPP/wwL730El//+te54IIL2jtgIYQQU5oEuUIIIYSY0pRl4bouBpuBZZoNFqAJsGgUWxgM2lhoA2XfQVXrT32qKg5oSkH0KZFWLlCljIvVoES0VhqPONrU76Nj1iIArGQXAE7f/SGvz0miHMjMWoTxS5HbWK4L7jzcePQrlT7G1ketdPLsrgoZP3yDE8nwUvKuBYsplwqR+4i7LnO6FkS2Af1tXQuiJwFIH833UfR8nAaLEmhtKFUa14GvtRXL0cGqr82QPkqejzGGRDKDVy5Q7M2RzHQSJzrMrVQrlHpzOI5DMp1F63BNhvEaT5A7ltryWmsuuOAC3vjGN3LIIYc0N1gxxK233srKlSu58cYbOfbYY7n22ms56aSTeOaZZ+jq6hqyfbFYZL/99uPUU0/lM5/5zCSMWAghxFQnQa4QQojdTm9vL88//3z//XXr1vHYY48xa9ascdXqFZPDsmyw7L7gdheDIoxqFdDosmfTt41FQByf+hDDmDDgGfx4jTYxIMAn1riHBvuIJWf0vYDwD7t2fzCrLxhyOyDWIGQZcR/Sx1j6UISlOzKdPm5fkBvvC7oyHVni8eFDr2zn8DMWG7VLH833UfU1wQiry3r+8IuTNWrXfYnrwD4qgUYDFopEOkuxN0+pN4fKdGIPqpkb+FVKvTks2yGRzmJQGGPGtUDoRBhLbflzzz2XJ554gt/97nctHNme42tf+xpnn302Z511FgA33ngjd911F//xH//BF77whSHbH3300Rx99NEAke1CCCGEBLl7ENd1ueyyy3bbupLy+qav3fm1we7/+qaihx56iLe85S3991euXAnAmWeeyU033TRJoxJjZgJsfGw1OBSx8InjUAGiA5oAF0v5oDRpp0gqVr+dZzqomgQZqzv6+cahYOaQVtuwlR+5Ta+eS0yVcVX9jMSXX/kLAPHMQuzEDErbnop8vuUkSc4+kNL2p9ENZpkm57yOoNxNpffVyHbpY2x9ODbEY4qXnvMoeuHPRiKZYr8DDuaFZ5+kXCpG7mP/Aw8jn9vBlo0vR7Z3LdiLbOcsnn/6fyLbpY/m++hMx3Hs6K9TdvZ6uI5FKhG9KFmxXMXzNTMz0cdhP9DkCpW6PuImjmMpHMcKFzvLZCkX8pSLeTIdM3FiYV9+NSyn4DhhiBuP7RqDCaJ/ZzRjPDNyB9fmH+k85LzzzuPnP/85DzzwwG5TUm4yVSoVHn74YS688ML+xyzL4sQTT2Tt2rUT1o/neXie13+/NhNba43Ww3+5MRVorTHGTIuxgoy31WS8rSXjba12jVOC3D2I67q79Qrv8vqmr935tcHu//qmor/5m7+Z9JlQQgghdh9KWaQynZQKeXp7dpLpmAnQv7BZsm8m7sT3O/Ygd7S1+Y0xnH/++dxxxx2sWbOGJUuWjGmsot62bdsIgoB58+bVPT5v3jyefvrpCetn1apVXHHFFUMe37p167gWmm0XrTW5XA5jDJbV6NqXqUPG21oy3taS8bZWrcZ8q0mQK4QQQgghhBAjUMoik51Bb76bnvwOABwnRiY7A61pyReI7Vjs7Nxzz+WWW27hpz/9KR0dHWzatAkIFzlNJpNN7Uu034UXXth/5RGEM3IXL17M3LlzmTFjxuQNbJRqC5rOnTt3WgQ1Mt7WkvG2loy3teLx4RdFnSgS5AohhBBCCCHEKChlkUhl6M3vBCCRyqBUuPBia/prfZB7ww03AOHVLAP94Ac/4CMf+UhT+xK7zJkzB9u22bx5c93jmzdvZv78+RPWT6NF7CzLmhbBB4Q/szLe1pHxtpaMt7Wm03jbNcap/y8hhBBCCCGEEFOAX61S6OnGth1s26HQ041frbasv1qQ2+ytGbWF2QbfJMQdn3g8zpFHHsnq1av7H9Nas3r1apYvXz6JIxNCCDGdyYxcIYQQQgghhBhB4FcpFnLYtkMmOwOA3nw3vT07SaU7UbZ8tBL1Vq5cyZlnnslRRx3FMcccw7XXXkuhUOCss84C4IwzzmDRokWsWrUKCBdIe+qpp/r//sorr/DYY4+RyWTYf//9J+11CCGEmDpkRu40Vq1W+fznP8+hhx5KOp1m4cKFnHHGGbz6avQqzQN961vfYt999yWRSHDsscfyxz/+sa69XC5z7rnnMnv2bDKZDO973/uGXBbUDrfffjtvf/vbmT17NkopHnvssVE977bbbuPAAw8kkUhw6KGH8otf/KKu3RjDpZdeyoIFC0gmk5x44ok899xzLXgFjY30Hgw2HV5TzQMPPMC73/1uFi5ciFKKO++8c8TnrFmzhte//vW4rsv+++/PTTfdNGSbZv/NWmHVqlUcffTRdHR00NXVxYoVK3jmmWdGfN50ev/EnmV6HEsUBjCoQTcA06Bt1za1P32tht6MhSbi8b5bYMJLpgNjNdxGE+5n8OMxN0nMTeK4SeyY239/6C2FsiDmphpuY8dcnIbPlz7G3Ec8heWkcBMpEsnaLQ1AIpke8Fj9Le66w7Ynkum+bRq3Sx/N9eEHuuFNa4OvTeNttAm3GWYfUX0Ys2u2qu9XKfTmsC2HdEcnoABFuqMT23Io9Obw/WrdjNaJ0I4ZuaJ1TjvtNP7t3/6NSy+9lGXLlvHYY49xzz339C+Atn79ejZu3Ni//auvvsoRRxzBEUccwcaNG/m3f/s3jjjiCD7+8Y9P1ksQQggxxSgjy3pPW7lcjve///2cffbZHH744ezcuZNPf/rTBEHAQw891PB5t956K2eccQY33ngjxx57LNdeey233XYbzzzzDF1dXQB86lOf4q677uKmm26is7OT8847D8uy+O///u92vTwA/vM//5N169axcOFCzj77bB599FGWLVs27HN+//vf8+Y3v5lVq1bxd3/3d9xyyy1cffXVPPLIIxxyyCEAXH311axatYof/vCHLFmyhEsuuYTHH3+cp556ikQi0fLXNZr3YLq9poHuvvtu/vu//5sjjzyS9773vdxxxx2sWLGi4fbr1q3jkEMO4ZOf/CQf//jHWb16NRdccAF33XUXJ510EtD8v1mrnHzyyZx++ukcffTR+L7PRRddxBNPPMFTTz1FOp2OfM50e//EnmWqH0vy+Tw33HgjjpvAse0xvcYgCAh8n6WHHEoimRrTPkGIUA8AAE2LSURBVMbC86b+auF7OgVoY9i0I8AP5JR4KjvooNe1tb9SIc/TD/0GOxYHDKXeHJbtkMxk+2ri7mKMptSbRwc+yUwnthMDwjIM//xPnySXy5HNZpvqP5/P09nZyR//+EcymUxTz+3t7eWYY44ZU79i+qv97OzcuXPaLHa2ZcsWurq6pkUNTBlva8l4W0vG21rd3d3MnDmz5cdfCXJ3M3/605845phjeOmll9h7770jtzn22GM5+uijuf7664HwP8fixYs5//zz+cIXvkAul2Pu3LnccsstvP/97wfg6aef5qCDDmLt2rW84Q1vaNvrqXnxxRdZsmTJqILc0047jUKhwM9//vP+x97whjewbNkybrzxRowxLFy4kH/+53/ms5/9LBAGGfPmzeOmm27i9NNPb+VLAUZ+D6bja2pEKTVikPv5z3+eu+66iyeeeKL/sdNPP53u7m7uueceoPl/s3bZunUrXV1d3H///bz5zW+O3GY6v39izzSVjiX5fJ7rr78eNxHDdQevBKsIiGFTBaJPZwLi6KCK9j0OOXR/Uqn6L0Y8sgS4pNga+XxNjDIzSNCNRXQdzCJzsfFwydc9/uK6dQDEMgux4lm8HU9HPt9yUsSye1PNr0f7xcht3FkHoit5qr3RM6Wlj7H14VgK21b8+XmPUiWclZlIplm4eF9e3fAi5VIhch/7HXAwvT15tmzcENnetWAxmY4sLzz7ZGS79NF8H0cdcRiOHf0hLleoEHMsUm50aYOi51P1NZ3p6NWk/UBTKPukE05/H4WeHI/8969QlkW52AuWTbqjs+EXSn4QUOjJgQ5IZ2fgODGqlQqfPu8T4wpy//SnP40pyD366KMlyN1DSZDbWjLe1pLxtpaMt7XaFeRKIafdTC6XQynV8KBdqVR4+OGHufDCC/sfsyyLE088kbVr1wLw8MMPU61WOfHEE/u3OfDAA9l7770nLchtxtq1a1m5cmXdYyeddFL/5f3r1q1j06ZNda+vs7OTY489lrVr17Y8NBvNezDYVH9N47V27dq6sUP4+i644AJgbP9m7ZLL5QCYNWtWw2129/dP7H4m81jieR6e5/Xfz+fzoAxeOQxq7LoQJby0ObyIODrIDbcwKMCxDI5Vv11gNMYMfXxgO8bCVhpbRW9jaYOjNM6g9qpXCscQK2Ert//+kOcH4GioekW0H72NU/UIvFLDfUgfY+vD2KBiCq/sUfZ03XblUoFyKTosrnjesO3lUoF43G3YLn0034djWw2DXMtSOJZq2O5YimCY9qg+HNsCoykVenFicdxUB5ayGpYtsJRFKpPFK/ZQ6Okm0zFz2L5GayylEqS0ghBCCLH7kiB3N1Iul/n85z/PBz7wgYbp/7Zt2wiCoL8uU828efN4+ulw9sumTZuIx+NDPsDPmzePTZs2tWTsE2nTpk2Rr6829tqfw23TSqN5Dwab6q9pvBq9vnw+T6lUYufOnU3/m7WD1poLLriAN77xjf0lEqLs7u+f2L1M9rFk1apVXHHFFfWPfflfMdpQKHik0+6gMHfqOuh1BwHgmQ6qJkGm66DI7QLjUDAzWDRrf2zlR27Tq+cQUxlc1RnZLn2MrQ+jfUzgccCRx2A5u2qx5goV3nDUsobB385eD9exSCVike3FchXP1/ztm6NXppc+mu9jMvh+FatvYbPRlN5QyiKTndG/AJqbGH8pFwlyhRBCCDHQ1J+bLPrdfPPNZDKZ/ttvf/vb/rZqtco//MM/YIzhhhtumMRRjt1wr0+Iqejcc8/liSee4Mc//vFkD0WIUZvqx5ILL7yQXC7Xf9uwYQMKSCZdbFtRKHgEQTApYxNC7FmUUqQyHUNq4g7/nDDMtW2HUqGnhaMTQgghxJ5IZuROI+95z3s49thj++8vWrQI2PXB+6WXXuI3v/nNsLU45syZg23bQ1YN37x5M/Pnzwdg/vz5VCoVuru762ZSDdymFRq9vmbNnz9/xNdXe2zBggV124xUf3cijOY9GGyqv6bxavT6stksyWQS27ab/jdrtfPOO4+f//znPPDAA+y1117Dbru7v39iepnqxxLXdXFdd8jjSkEqlaBYLA+YmdvM99GyJIAQojm2E28qxK2phbm5ndvHPQaZkSuEEEKIgWRG7jTS0dHB/vvv339LJpP9H7yfe+45fv3rXzN79uxh9xGPxznyyCNZvXp1/2Naa1avXs3y5eElbUceeSSxWKxum2eeeYb169f3b9MKUa9vLJYvX143doB77723f+xLlixh/vz5ddvk83kefPDBlr6+mtG8B4NN9dc0XiO9vrH8m7WKMYbzzjuPO+64g9/85jcsWbJkxOfs7u+fmF6m87FEKUUqlWh6Zq4xBt/XI28ohBADjCcPVcoimWpukbLG+1JN3YQQQgix+5IZudNYtVrl/e9/P4888gg///nPCYKgv+7grFmziMfDlXnf+ta38vd///ecd955AKxcuZIzzzyTo446imOOOYZrr72WQqHAWWedBYSLLH3sYx9j5cqVzJo1i2w2y/nnn8/y5cvbvtDZjh07WL9+Pa++Gq48/cwzzwDhTK/ajK4zzjiDRYsWsWrVKgA+/elPc8IJJ/DVr36Vd73rXfz4xz/moYce4jvf+Q4QngxfcMEFXHXVVSxdupQlS5ZwySWXsHDhQlasWNGW1zXSezAdX9NAvb29PP/88/33161bx2OPPcasWbPYe++9ufDCC3nllVf40Y9+BMAnP/lJrr/+ej73uc/x0Y9+lN/85jf813/9F3fddVf/Pkb6N2uXc889l1tuuYWf/vSndHR09P+f6+zs7P/yYbq/f2LPMt2OJbUwN5yZW8JNx3CGKZlrjKFcKmFJtiGEaLOxzOYdug+ZkSuEEEKIXSTIncZeeeUVfvaznwEMufz6vvvu42/+5m8A+Otf/8q2bdv620477TS2bt3KpZdeyqZNm1i2bBn33HNP3aI1X//617Esi/e97314nsdJJ53Et7/97Za/psF+9rOf1QV1p59+OgCXXXYZl19+OQDr16/HsnadKB933HHccsstXHzxxVx00UUsXbqUO++8s24xqs997nMUCgXOOeccuru7Of7447nnnntIJBJteV0jvQfT8TUN9NBDD/GWt7yl//7KlSsBOPPMM7npppvYuHEj69ev729fsmQJd911F5/5zGe47rrr2Guvvfje977HSSed1L/NaH5u26FWN7T2/6vmBz/4AR/5yEeA6f/+iT3LtDiWWDYBDsrsSmzdpEOpWKJc6IFUGsceekpjjKFU7EVrgx2PU/BTBNX6qz00NlClJ0hHdq2JAWV6yWBRbbBNlQCbCo32IX1M1T6MCUOvSlGD5YXtOizDkStUsBp8A6C1oVQJ8BrM9K7tY2evN2y79DF1+ygVK/jagK8xBBggMAbtR18JUCveUh3QHujxl3SRIFcIIYQQAyljjBSNE0IIIcSUlM/nueHGG4jH4ziDpt5qoygVS2gd9JVc2NUehrglAg1x1wXjc9AhryWZrP9ypKo6AYiZXGT/WrkEJLApY5noEGikfUgfU7cPYzQKiM84EMsOazP72lD1NTHHwmkQHJYqYViXjEdPBx+pXfqY+n0Ue/P8zx/uxYnFsZ0YQd9HJrtBSBrVXq1W+cz5nyCXyw1bdzxKPp+ns7OTP//5z3R0dDT13J6eHg4//PAx9Sumv9rPzs6dO+tq1E9VWmu2bNlCV1dX3USIqUrG21oy3taS8bZWd3c3M2fObPnxV2bkCiGEEGJqMxpLaaxBAYqlLBLpDirFHKViqW8BNDsMcUtltDYk0x0oNNqHhOOTjPn1+zAVqiZB0qp/vCYwUDAdJFQOWzXYRlvEVBm3Qbv0MXX7MNrHBB5JV2E5MQD8QJPzK6RcB6fBgnqer3Edi1QiFtle26ZRu/Qx9fswVQfLUli2hW1baD/AUqrxIouBRhtT1x5E/wg2RWbkCiGEEGKgqR9pCyGEEEI0ENbMTfYvgOb7AcVimSAwfcGufGcthBBCCCGE2D3IpxshhBBCTGu1BdAKhTKFQhmATCYstRBdzVIIIaYHmZErhBBCiIEkyBVCCCGEEEKIKUiCXCGEEEIMJKUVhBBCCDGtGWMoFsOauOl0AsexKBQ8gkDm4wohprdakNvsTQghhBC7J5mRK4QQQohpKwxxSwNq4trYdoJisUyh4JFIx5FIQwgxXcmMXCGEEEIMJEGuEEIIIaY2ZaFNeBtIG0W52IPWhlQqibJstAnbEskUpWKJUqFA3HXBQNl3UNX6U5+qigOaUhB9SqSVC1Qp42KZ6OFppfGIo030PqSPqduHMRaKOMYzWH4VAL/vh6jo+ThWdCCmtaFUaTzju9ZWLFcj26WPqd9HyfPR2qADTaA0BgiMgUBH7iMw4T6CAe26wc9oMyTIFUIIIcRAEuQKIYQQYmpTCqMszICKUMYYSsUSWgckUmks26IuM1GQSKUpFUt45RKxeJyAOD5u3a6NCQOewY/XaBMDAnxiDetRjbQP6WPq9mHoC8oCAyYM4HRf+lb1NUGD4LDG86NDvZHapY+p30cl0GjCMFaZXb9dtBk+nR3YbkbYVojJEgQB1Wr0FxvtprWmWq1SLpexrKlf+XE6jjcIAvl9JMRuRIJcIaaQ73//+9x666386le/amk/99xzD1/4whd45JFHpsUJiBBiD6cDbHxsFX4IMcZQLJUx2pBIZ3FtDfhDn6cgmc5Q7M1hgippp0gqVh/keKaDqkmQsbojuw6MQ8HMIa22YauIPoBePZeYKuOqQmS79DF1+zDaxwQeydQ+WE4Y/PqBJleo0JmO49jRx8idvR6uY5FKxCLbi+Uqnq+ZmYkOk6WPqd9H3MRxLIXjWDiOTdUPsJTCbjCGINBoY4g5dv9jJoj+GW2GzMgVE623t5eXX355ygR7xhi01vT09EyLn93pON5acL9w4ULi8fhkD0kIMU4S5AoxRZTLZS655BJuu+22lvd18sknc8kll3DzzTfz4Q9/uOX9CSHERKktbBbWxE1ibAeoNNxeKUUimaTqlds3SCGEAIwZfobwaEiQKyZSEAS8/PLLpFIp5s6dOyV+Vowx+L6P8/+3d+fhUVTp/sC/VdV7dxY2CSAQRECRTUSYgP6EyxKWy4gzIvqwKjIqoqKi6FzWQVlERVAW9YIwDENGFGTccBAIyiIMEO6ILKMxgCOrSJbeu6vO749OmnS6O3snHfh+nqefpKtO1XnrVK9vnzpHp4uLeMpS1+LVNA1utxu//vorcnJy0KZNG3bkIarjmMglihMffPABEhMT0atXrxqpb9y4cViyZAkTuURUZ4QmcQMTm5Wnv5skBXrVERFVRFU6LAqhweW0VzkGJnKpOvl8Pggh0KhRI5jN5toOB0DdS4zWxXj1ej2MRiNOnz4Nr9cLk8lU22ERURXwWw1RNbt48SJSUlIwd+7c4LI9e/bAYDBg27ZtUbfLyMjA0KFDQ5b17t0bkydPDlk2bNgwjBs3Lng/NTUVL730EsaMGQObzYaWLVvi73//Oy5evIi7774bNpsNnTp1woEDB0L2M3ToUBw4cADZ2dmVP1giohoiBMKSuBUT/1+2iCi+qH5vpXrVCqHBnp8LrRqHVqjojag0fIxce9gLl+jqwWczUTVr1KgRVq1ahVmzZuHAgQMoKCjA6NGjMWnSJPTt2zfqdrt27UK3bt0qVeeiRYvQq1cvZGVlYciQIRg9ejTGjBmDUaNG4dChQ2jdujXGjBkTMhZWixYt0LhxY3z99deVqpOIqKYIAC6XpwpJXCKiihNCwGkvqFAytyiJq6p+mK0JVY6BiVwiIiIqjolcohgYPHgwJkyYgJEjR+LRRx+F1WrFvHnzopbPzc1FXl4emjZtWun6HnnkEbRp0wYzZsxAfn4+br/9dgwfPhxt27bF1KlTcezYMZw/fz5ku6ZNm+LUqVOVqpOIqKZomgYhmMQlopql0+mhqX7Y83PLlcwtnsS1JdSDokSefI2I6p5Zs2ahS5cuVdpHZmYmJElCbm5ujdZLRFcXJnKJYuTVV1+F3+/Hhg0bsG7dOhiNkWdKBgCXywUAlR6vqFOnTsH/GzduDADo2LFj2LILFy6EbGc2m+F0OitVJxFRjRESjCYDZEUHAanYDQAEBFBieWiZor9+TQq/CRkaIiwvvKlCBqBBFXLUMhoC+4m2nnXEdx2q0MOvCvhVLXgDEHK/5E3TBPyaiF5GE4EypeyDdcR/HZBkmK2JUP1+OO350ETgR6VIN01ocNrzofr9sCYkQ9FVz1Qk7JFLFJjbQ5IkPProo2HrHn/8cUiSFDL0XLzq2bMnzp49i6SkpGrdb6Th+Ijo6sXJzohiJDs7G2fOnIGmaTh58mRIYrWkBg0aQJIkXL58ucz9qqoatkyvv9Ljo+jDe6Rlmhbam+TXX39Fo0aNyqyTiKg2KTodoBihiki9cTWoKK2XrgYhAE0ocGk2CNUSoYwHDiSWsg8PXDADiDYxjAd+AP4y9sE64rAOIQBJhtclIMnekBIOd+njm/r8GvL83lLL5DlKX8864rcOl8sHVRNQFAVGayJc9jw4CvJgtiVCkkL7wgihwWXPh6b6YbYlQUgKfIUJ5KriZGdEAc2bN0dGRgYWLVoUnKjN7Xbjr3/9K1q0aFHL0ZWPwWBASkpKbYdBRHUcE7lEMeD1ejFq1CiMGDEC7dq1w8MPP4xvv/0W1113XcTyBoMB7du3x9GjRzFgwICQdSWHQ/jxxx/RoEGDKsfodruRnZ2NW2+9tcr7IiKKKaFBgQ+KVDIpIkGFHgp8ACInTFQYIEkqZEmFWbbDooQmgzxIhAojLLgYcXsNeriRDBNyIcMXsYwTjaDAAyPyI65nHfFbh9D8gKbCZG4KWWcAEOiV6XD7YTXpoFMiX7yW5/BCr5NhMUb+KO30+OHza0iyGiKuZx3xX4dO00ORJegUCTqdAUAS3I58eB0FsCYmBZO5Qmhw5BdAaCrMtiSYil+BpVY9ocpELlFA165dkZ2djY0bN2LkyJEAgI0bN6JFixZo1apVSNktW7bgpZdewpEjR6AoCtLS0rB48WK0bt0aAPDnP/8ZEydORFZWFtq0aQMAmDhxIrZv345Dhw7BYon0o2/A2rVrMWPGDFy+fBmDBg3Cu+++i4SEwHjYmqZhwYIFeOedd3Du3Dm0bdsW06dPx7333gsgMLRCnz59cPnyZSQnJwMA3n33XfzpT3/CpUuXkJ6ejjvvvBN/+tOfwoZfWLt2LaZPnx5W77hx47Bz507s3LkTixcvBgDk5OQgNTW1Su1NRPGLQysQxcD//M//IC8vD0uWLMHUqVPRtm1bPPTQQ6Vuk56ejl27doUt37x5MzZu3Ijs7Gy8/PLLOHr0KE6dOoWff/65SjF+8803MBqNSEtLq9J+iIhiT0ACIgycAABSlHVXyhT91cki/CZpkBFheeFNkTQAMhRJi1pGRmA/0dazjviuQ5F8gWSdIgdvAELul7zJsgSdLEUvI0uBMqXsg3XEfx2SdCWRqtPpYbUlQdX8cBTkAYUDtzgK8qBqflhtSdDp9DEZ3oDDKlDMeb3Rb35/+cv6fOUrW0kPPfQQ3nvvveD9VatW4cEHHwwr53A48Mwzz+DAgQPYtm0bZFnGPffcE7w6ccyYMRg8eDBGjhwJv9+PTz/9FP/7v/+LdevWlZrEzc7OxubNm7Fp0yZ8/PHH2LlzJ+bPnx9cP2/ePPz5z3/GihUr8N133+Hpp5/GqFGjsHPnzoj72717Nx599FE89dRTOHz4MPr374+XX345Yr0fffQRPvnkE3zyySch9S5evBhpaWmYMGECzp49i7Nnz6J58+bla1AiqpPYI5eommVmZuKNN97Ajh07kJgYuKxz7dq16Ny5M5YvX47HHnss4nbjx49Ht27dkJeXFzJu0pAhQ/DKK68gKysLvXv3xrJlyzBlyhSsXbsWL7zwQqXjXL9+PUaOHFnqhxUiIiIiClB0etgS6sFecBkFeYHhsDRNhS2hHiRZgSaqPpRCSeyRSzVi7tzo69q0AQp7wAIAFi4MT9gWSU0Fio9V+8YbQKT5OGbNqniMAEaNGoUXX3wxOFnz7t27kZGRgczMzJByv//970Pur1q1Co0aNcLRo0fRoUMHAMDbb7+NTp064cknn8TGjRsxa9Ys3HbbbaXWr2ka3nvvPZjNZuh0OowePRrbtm3Dyy+/DI/Hg7lz5+LLL78MdpS54YYbsGvXLrz99tu46667wvb35ptvYtCgQZgyZQoAoG3bttizZw8++eSTsHpXr14d7PlbvN6kpCQYDAZYLBYO20B0jWAil6ia9e7dG74SH25SU1ORl5dX6nbt27fHkCFDsGzZMrz44ovB5c2aNcOGDRtCyhZPBp88eTJsX6LEF4nU1NSQZb/88gs++OADHDhwoMzjISIiIqIAnV4Pa0Iy7PmBRK4tsR50ej1UVStjSyKqqkaNGmHIkCFYvXo1hBAYMmQIGjZsGFbu+++/x4wZM7Bv3z788ssvwZ64p0+fDiZy69Wrh5UrVyI9PR09e/YsVweZ1NRUJCQkwF/YS7lJkybByaR/+OEHOJ1O9O/fP2Qbr9cbdSi7EydO4J577glZ1r1797BEblG9RYrXS0TXHiZyieLIwoUL8fHHH8e8npMnT2LZsmVh40kRERERUXRCaHA77cH7bqcdusTkmNXHHrlUI/74x+jr5BKjMT73XPSyJR97kydXOqRoHnroIUyaNAkAsHTp0ohlhg4dipYtW+Ldd99F06ZNoWkaOnToAG+JYR2++uorKIqCs2fPwuFwhCRLIyk+mTQQeK4VJYnt9sDrwqeffopmzZqFlDMWHzu7Ekqrl4iuPUzkEsWR1NRUPPHEEzGvp1u3bujWrVvM6yEiqg5CCKiqFvb9EBBQ4YcEFUDkLzQq/NBUFULT4HJ5wtZ7hQK/UCHL7sjbCx3cwgFJckOR/BHLuDUH/JIHqhR5H6wjfusQmgqheaHZ8yEXToTnVzW4XD7oNH3UybVcTi9URYbwRf4o7fL44VU1GET0ybVYR3zX4XQUQFVVSIU971S/Bg0CbpcdmuqHxZpUWC4P+bm/wmS2QUCCVOy1SFUjP0YrgolcqhGGyM+NGi1bTgMHDoTX64UkSUhPTw9bf+nSJZw4cQLvvvsu7rzzTgCIOA/Jnj17sGDBAnz88ceYOnUqJk2ahDVr1lQ6rvbt28NoNOL06dMRh1GIpF27dvjnP/8Zsqzk/fIwGAxQVbXC2xFR3cRELlEcKzneExHRtcjr9cPnUyMkcqXCxElg0qHI3BDQACFw/PhpyCV6FmmQoaoC0HxQFLnYegG/X4MQgKQYoMgqoqVGNJwq3FPkZLIGGYAMGZGTOgKAqikQqheSBOh0MlBYm6ZpgUu2ZT0URapSHRp0kOGPehyqOAlN9QFCg06nBJNBQgj4/SogyZAVPRQp8pfF8tRRnraq2fMhACEg6X6FJMmFxwv4VRVC80OWJCg6Q/Cxp6pqIDknydApOshy5Cg0TUADoIuyXghA1QQUWYrwuA7wqxo01Q8JIjCJVmFbCE2D3++DgARZ0UVNbparDk0EWqOU4/CrfkBoUBQdFEW5sm+/F5oQkGQddIpSpTrKaqvaOB+aqsLpyIckBSY90zQBTVMBASiKAnvBr4FtNQGvxwO3ywFZVkJiEFrVx8xlIpcolKIoOHbsWPD/kurVq4cGDRrgnXfeQZMmTXD69OmwYRMKCgowevRoPPnkkxg0aBCuv/563H777Rg6dCjuvffeSsWVkJCAKVOm4Omnn4amabjjjjuQl5eH3bt3IzExEWPHjg3b5oknnsD/+3//D6+//jqGDh2K7du34/PPP6/wczg1NRX79u3DyZMnYbPZUL9+/bDPO0R09WAil4iIiOqEokRbEYGidKcEKUpaTwCAkCGgQZL1kEp86VO9Pvi8HhgMBij60J5DOlnA43JDU92QTWbIURJmMiQASmFCOdp6QELk7TVVg8/rgizJMJpNIV/gFAXQhBderwcwGKFE6d1UVh2AhMCRR45TCAG/yw1NaDCZTJCLtZMEQCepcLvdkFUBpUSM5a3jSpzR19f0+Sh6DEmKAcHkueqD1+OELOugt9hCHneKrIequeDzOAGjBQadOWIdkgyEpxdCRcg/BAkReExomh8mSwIk5cpltZIMyJIMt7MAsqpCKRFjeesIHE/p6/0+F3weF/RGCxS96UoMABRZgc9ph+ZzQrYkQJH1EfdRVh1ltVVtnQ8ReGQAkCBEIA4AkBVdMKke2HfgWaep/kDiXbqSaK6Oqc+YyCUKVzShdCSyLCMjIwNPPvkkOnTogHbt2mHJkiXo3bt3sMxTTz0Fq9WKuYWTvHXs2BFz587FI488grS0tLChEcprzpw5aNSoEebNm4cff/wRycnJ6Nq1K/4YZeiKXr16YcWKFZg9ezamTZuG9PR0PP3003jrrbcqVO+UKVMwduxYtG/fHi6XCzk5OUhNTa3UMRBR/JNEyVmRiIiIiOJEfn4+Fi1aBEmWoFPCf3++0iM3MgEpMNmjUGFLsIX03vF4vPB4fDAYjTAZI/+2rQkJLqcLmqbCYjFF7P2jFf4uHq03bGnrVVWF0+mGLCswW8yQpcjH4vb44fV4YDTqYTSGJ3PLikFAhoAMCVrIpd9AIInrcrqgaoDJYoE+SsbLpwJupxOKDJgt5rBkUWl1lCfO2jgfojBdJ+tsgCRD9fvgsOdBkhVYE5IgR0mQulwOeF0OmMxWGM3WsPVq4cdrJUpCTQDQhIAshf8EIYQGpz0Pfr8fZlsSDPrIyXuvzwuXPQ86nQ4WW1LEHzqi1VGeOD0uB9wuBwxmK8wRjhEANKHBUZAHoamw2pKg6MKTuWW1RWnra/N8qKof+ZcvApCgqj5ACCg6fciPHMVpqgrV7wMkCTqdAZIsQVM1TJ/2R+Tl5ZWaeIokPz8fSUlJ+Pnnnyu1bbNmzSpVL9V9RY+dy5cvIzk5OWSd2+1GTk4OWrVqBZPJFHkHNSxw1YcfOp2uTvwIEet4J0yYgOPHj+Prr7+ulv0Vxev3+3Hy5Mm4OveRaJqGCxcu4LrrrqsTvYoZb2zVtXhzc3NRr169mL//skcuERERxT2hCQhZK/Glqfj/kROgEiRAEhACkCUBWQokGD0eL7weH4wmEwxGM2SEj58LBHo+mqwJ8Drz4HK6YLUaw5KHgWSyGvVSfkCDgBK2XlVVuJwe6BQZBksCdJIP0cb6NZrMkCQBr9sNWdIiJHMj11GcHzoo8IfUIYSAy+WGpgmYrQnQKVLUBKhep4NktcLtKIDb5YTFEt4zN1IdxUVrq9o7H6Jw2ADA71fhdORBp+hgsCYUDhcQ+Uu60WSBDMDjcUKWZZgsJZKHqgZNCChRhz0Q0NSiS/mLXYovNNjz8wOJalsS9HpD1H0YYIBkS4LbmQ+XIx+2xOSQZG60OkJawq8GhisoUYfb6YDH44TJbIXeZIkagywkmG2J8DoK4HTkwZZQD7oSk/JEqyMoSlv5fb7aPR9CAoQoHOf2ShI3WgxFCV7V74Pf74Veb4iaQK8I9sglurq9+uqr6N+/P6xWKz7//HOsWbMGy5Ytq+2wiCiOxX9Km4iIiAiBRFt1XEjk8XjhdvtgMunLNZO0JEmwWMxQFAkOh6daJhRRVRUOhweKEth3eRIvRqMRJpMebrcPHo+3zPJlEULA6XRDVUVhQrTs3/cVRQer1QhVDWx7tZwPv98He8HlwPElhvdujcRotsJstsHlssPtdFQ5hkASNxeq6octoV7E3q0lKTo9bAn1oKp+2PNzIUTVZzF3Ox1wuewwm20Re7eWJEkyrIlJUBQd7AWX4ff5qhyD3xcP56NwTFwI6PQGyHJZgzMAsqxApzcAQsDn80KrhvNBRFe3/fv3o3///ujYsSNWrFiBJUuW4OGHH67tsIgojrFHLhEREcW1YAc5EUjmFp+Iq6JCk4aGUvqvloxBgsVigtPphsPhidgTtLxCk7jRxpuNrKgnrtvtC7lfUeFJXAXlTYcqigKr1QiHwwOn013hYyguPs6HBqcjP5AUTUxGoKd3+SIp6vnpctlD7ldUySSuTq+Hz1++M6LTB5K59oLLsOfnhvXMrYjiSVyTxRqYaK8cJEmGLTEZ9vxc2AsuR+yZW17Fk7i1eT6c9nwIINgTt7wTl8mKAh0M8Pu80NTIvdsrgj1yia5u77//fm2HQER1DHvkEhERUdyTZRk6XeBjS2V75nq9vpCkYUUVJQ+r0hO0KkncIkajoUo9cyMlcSuqKJlblZ65JZO4FVVt58PphaIolU6AmixV6wkaKYlbUUXJ3Kr0zC2ZxK2oomRuVXrmlkzi1u75UKHISrl64pYkK4U9c6tBUSK3ojciIiK6OjGRS0RERHWCJJVM5pY/WaVpAl5v5ZOGV2KofPKwOpK4RSqbzK2OJG6RqiRzq5rELVIt50OWYCvn5fvRVDZ5WB1J3CJVSeZWNYlbpCrJ3OpI4hapjvNhtSVAkiv/HJUVJerEaBXBRC4REREVx0QuERER1Rnhydyyk4dqYTmDoWpJwysxlEweln35tKr6qy2JWyQ0mRt5crDiAklcV7UkcYuEJnNd5TofHo+nWpK4Rap2PmRYLIZqOR/Fk4ceV9nJQyE0OPLzqiWJW6R4MteRn1euZK7HVT1J3CIlk7mqv+xkruqvviRukaqej/KMUVwWWWIil+JTdYxvTnULzznR1YNj5BIREVGck4rdAElSoCgSVFUNJIl0OshREhd+vw9CCEiSBJ3eAE2EJog0yABE4d9wAjIADSrksBnoTWYLXE4XXA4HTBYL9ErkffhUDW6nE4osw2Q2Q0BC8e9TpdVxpYwoLBdah95ggiZkeNxeCCHBZIz80U4TEtzOAmiaCEyuJisoOeRntDqC+4jSVpIsw2yR4XS6oTkKIFnMkKMk4jweF7weL4xGI/QGQ1gMNX0+jGYThCRBVQFIWmEdAaomICHyF18BQBUCKDGGrN5ohqZpcLsc0ADIUSYL04QGlz0fQlNhtSVBkpWw8Wij1VFELXwQldxOkhVYrElw2POg2vMhJyRFPx9uJ7wuB0xmK/RGc9i+otVRPEYgcluZrYlw2vPgtOfBbEuCAZGT9l6fFy57HnQ6HczWRGgaUHxM3No7H34IAUgQV56vIvA8Ka0xiidLqiNtwjFyqToV/YDn9XphNptrORqqSU6nEwCgr4YfDYmodjGRS0RERHGvZEJElmUISNBUP1S/P2Iy1+/3B5O4kixDQC5MBIbvOXx50VoJgdSNhLAEpxTo9edyuuB2OiBZLGG9XFVVhdvphCwrMFnMgBSeiiq1jnLEaTCaICDD63FDghEGozF0SyHgcrqgaSpMFitkRS4lHRa9LUpbLysyTBYlcIm+0wWzxRyWTPJ6PPB6PDAYTTAYDZWKIVbnQwNQlK0riksTImpiHcXKlKQ3WaAB8Bb2AjWaLKHHUDiRlqb6YbYlQVJ0EfdTWh1lrZcUHUzWRLjseXAU5MFiSwzr5VqUxDWYrYGYKxFD6W0lwWRNhNOeD5c9D5ItKayXq+r3wWXPg1wYb+BHjtC6aut8aMUeD1Lx3ZaVnWWnN4pjOp0OFosFFy9ehF6vhyzX/gW6Qgj4/X7odLo68SNEXYtX0zTY7XZcunQJycnJ1XI1DhHVLiZyiYiIKM4V9cQLzZAosgRIOmj+QDJX0inBL1VFwy5IkgxFJ0NoGhRJhSKF7kODDgIKFEQbmkCGHwbo4EXxXoJBEmC22uB2FsDtdIQMWRBIGnqgKApMFht0UrSxbMuoA4AKIySokBF52ACTKTA8gNfthCypwSELhBBwutwQmoDJmgijogFR9lFWHWW1laKTAWsCPI58eFz2kCEkPB4vvB4fjCYLjEZ9peuo/vMhAKFBUcxA4WXwQgj4VA16RY76Jd3nVyFLEpQovX6Len76PE7oZDk4ZEFgDNYCQFNhtiXBZDRWug5V1aAJAb0u8pdynSIDSAqcD2dByJAFbqcDPo8TBrMVZrO10nWU3VYKYEuE25EPtzM/ZAgJv88HtzMfOl0giWuI0kusts6HDA2SVNgjVpYgNAFI0Xu7CiEAgZBxdaWKzzkXhj1yqTpJkoQmTZogJycHp06dqu1wAASeO5qmQZajP8fjSV2MV1VVNGjQACkpKbUdDhFVAyZyiYiIqM6SJRmyToHfr8LvV6HTBS5RDw6noNNBREmOVhdJkmC2WOB22uFweGC1BnrEFo2Ja7JYgBr4smcwmiDDB7c7MCapwaAvNrGZGULRASj/xGiVoSg6WK1mOBwuOJ1uWCwmeL2+4Ji4OqMJQPknJKuMeDkfRpMFOlmGy2UP3Debr0yklZgMUQ3jp5ZF0elhTUyGoyAX9vxc2BKT4XG5gmPiKgZTzGOQJBkWWxJcjnzYCy7DllAPAIJj4poLe+LGWjycj8pgIpeqm8FgQJs2beD1xvb9oLw0TcOlS5fQoEGDuOghXJa6GG9ubi5SUlL42kB0lWAil4iIiOq0wARoAn6/Br9fLVwmQRelF2FsYghMuOV0umG3uwEAOp0MiyUwBmtNXW1d1BPX7Q4kTyVJCvZKLXsKsOpRNAGaw+FBfn5gTL6iic1im8K9Il7OR1HPT5fLDpfLDkmSCifS0sEXZdzZ6qbTBSZAsxdcRu6vFwEgOLGZz18zZ6RoAjR7fi4K8n+9EldiMjSt5ibhiYfzUVE1lcj96quvsHDhQhw8eBBnz57Fpk2bMGzYsArvh8ItXboUCxcuxLlz59C5c2e8+eab6N69e9TyGzZswPTp03Hy5Em0adMGCxYswODBg6s1JlmWYTLF/oec8tA0DXq9HiaTqc4kRutavHUhTiIqPz6jiYiIqM6TpNBLHKNdYh3bGKRgIhUIJFVro/eLwXDlEnWdTq6V8fAURYFOd+UcFI+ppsTL+TAWm1BIpzMEhxaoSTq9HjpdsbaohUmOJEmGyWIL3jdZbGHj9taEeDgfFVGUyK3oraIcDgc6d+6MpUuXxuAorl1/+9vf8Mwzz2DmzJk4dOgQOnfujPT0dFy4cCFi+T179uCBBx7A+PHjkZWVhWHDhmHYsGE4cuRIDUdORETxiolcIiIiqvOujIkbOkZuTVJVFU6nB4oiQ1FkOJ0eqGpN9UENEELA6XRDkiTo9Qp8PhUeT81fPuvxeOHzqdDrA+MWO53ua/R8aLDn5xaeDyN8Pg/cTkeNxgAUjonr80CvD4wBa8/PhRA12wPV7/PBUZALRdFBUXRwFOTC7/PVaAzxcj4qoqYSuYMGDcJLL72Ee+65JwZHce16/fXXMWHCBDz44INo3749VqxYAYvFglWrVkUsv3jxYgwcOBDPPfccbr75ZsyZMwddu3bFW2+9VcORExFRvGIil4iIiOo0v99fbEzcKz1B/X414iz2saCqanAMVqvVBKvVBEWR4HDUXPKwKIkbGBPXCIvFBJNJD7fbV6PJXI/HGxwT12IxwWo1QlVFjSZz4+N8aMExWG0J9WBLTIbZbIPLZYfbVXPJQ7fLERwT15aYDFtCPaiqv0aTuarfFxwTNyGpHhKS6kFRdLAXXIbqr5lkbrycD7p2eL1eHDx4EP369Qsuk2UZ/fr1w969eyNus3fv3pDyAJCenh61PBERXXs4Ri4RERHFrUDiT4IQgXHeQkkhSTlZloJlJAkQIpBAgiRBlgCfXwtL7GqQAQhoUUZvFRAQ8EGDCinKpGl+1QOP2wlZAvQGA/yFY23qDQaoLg8cdgeMJgGdUvk6NPgBCMhR4lSFBK/LASE0GE0GaALQ/CpkRYFOr8Hl8kCnSjAY5ErXUZ628nod8Hs90BsUyIoSHIPVYNTD4/ZCLSiAwWyCIlW+jmo9H4UPBz98kApjEgJQhYDwS1HnRPNrgem5FDlyAb+mweMsgNBUmK0J0DQNXo8HsqKDXmeE054PndEHYbRUug5VExAAhBp59GMhALfHCb/HBaPRAlnRwevxAAhM/OVyFMDv98NoSYAuyviJ5amjrLby+rzwuOxQFB0MRjN83sLJ+IxmuJx2FOT/CqPZBqE3RNy+ts6HqvqhaQKSpELSAo82qfAWMc7Cm1zsYalpRY+pyv+AUVBQUOEetgUFBQCA/Pz8kOVGoxFGo7HSsVDF/PLLL1BVFY0bNw5Z3rhxYxw/fjziNufOnYtY/ty5c1Hr8Xg88BQ+twEgLy8PAJCbm1vJyGuWpmnIz8+HwWCoE2O5Mt7YYryxxXhjq+h1N9YdF5jIJSIiorhVUFCAmTNn1nYYRESVVlBQgKSkpAptYzAYkJKSgubNm1eqTpvNFrbtzJkzMWvWrErtj+LXvHnzMHv27LDlrVq1qoVoiIjo0qVLFX7frwgmcomIiChuNW3aFD/99BMSEhJqZaKqysrPz0fz5s3x008/ITExsbbDqRY8prqBxxQ/hBAoKChA06ZNK7ytyWRCTk4OvN7KDYtSfMzwIuyNW7MaNmwIRVFw/vz5kOXnz59HSkpKxG1SUlIqVB4AXnzxRTzzzDPB+7m5uWjZsiVOnz4d00RCdalrz2/GG1uMN7YYb2zl5eWhRYsWqF+/fkzrYSKXiIiI4pYsy7j++utrO4xKS0xMrBMfPCuCx1Q38JjiQ1USaSaTCSaTqRqjoZpkMBhw2223Ydu2bRg2bBiAwGXC27Ztw6RJkyJuk5aWhm3btmHy5MnBZVu3bkVaWlrUeqINmZGUlFSnni917fnNeGOL8cYW442tWA8DwUQuERERERHRNcxut+OHH34I3s/JycHhw4dRv359tGjRohYjq9ueeeYZjB07Ft26dUP37t3xxhtvwOFw4MEHHwQAjBkzBs2aNcO8efMAAE899RTuuusuvPbaaxgyZAgyMjJw4MABvPPOO7V5GEREFEeYyCUiIiIiIrqGHThwAH369AneL7pUf+zYsVi9enUtRVX3jRgxAhcvXsSMGTNw7tw5dOnSBVu2bAlOaHb69OmQnls9e/bEX//6V0ybNg1//OMf0aZNG3z00Ufo0KFDbR0CERHFGSZyiYiIiKqZ0WjEzJkzr6oxKXlMdQOPiSqjd+/eMZ9l+1o1adKkqEMpZGZmhi0bPnw4hg8fXun66trzhfHGFuONLcYbW4w3MknwHZuIiIiIiIiIiIgorsV2BF4iIiIiIiIiIiIiqjImcomIiIiIiIiIiIjiHBO5RERERERERERERHGOiVwiIiKiMvh8PkydOhUdO3aE1WpF06ZNMWbMGJw5c6bMbZcuXYrU1FSYTCb06NED+/fvD1nvdrvx+OOPo0GDBrDZbPj973+P8+fPx+pQQmzcuBEDBgxAgwYNIEkSDh8+XK7tNmzYgJtuugkmkwkdO3bEZ599FrJeCIEZM2agSZMmMJvN6NevH77//vsYHEGostq6pHg9jiJfffUVhg4diqZNm0KSJHz00UdlbpOZmYmuXbvCaDTixhtvxOrVq8PKVLSdqsu8efNw++23IyEhAddddx2GDRuGEydOlLldvJ8noliqa69rFYn33XffxZ133ol69eqhXr166NevX1j5cePGQZKkkNvAgQNrJd7Vq1eHxWIymULKxFP79u7dOyxeSZIwZMiQYJlYtm9dew+raLwbN25E//790ahRIyQmJiItLQ1ffPFFSJlZs2aFte9NN91UK/FmZmZGfDycO3cupFy8tG+kx6YkSbjllluCZWLZvvH8mYWJXCIiIqIyOJ1OHDp0CNOnT8ehQ4ewceNGnDhxAr/97W9L3e5vf/sbnnnmGcycOROHDh1C586dkZ6ejgsXLgTLPP300/j444+xYcMG7Ny5E2fOnMHvfve7WB8SAMDhcOCOO+7AggULyr3Nnj178MADD2D8+PHIysrCsGHDMGzYMBw5ciRY5pVXXsGSJUuwYsUK7Nu3D1arFenp6XC73bE4DADla+u6cBzFORwOdO7cGUuXLi1X+ZycHAwZMgR9+vTB4cOHMXnyZDz88MMhXywr2k7VaefOnXj88cfxzTffYOvWrfD5fBgwYAAcDkfUberCeSKKlbr2ulbReDMzM/HAAw9gx44d2Lt3L5o3b44BAwbg559/Dik3cOBAnD17Nnhbv359lWOtTLwAkJiYGBLLqVOnQtbHU/tu3LgxJNYjR45AURQMHz48pFys2reuvYdVNN6vvvoK/fv3x2effYaDBw+iT58+GDp0KLKyskLK3XLLLSHtu2vXrirHWpl4i5w4cSIknuuuuy64Lp7ad/HixSFx/vTTT6hfv37Y4zdW7RvXn1kEEREREVXY/v37BQBx6tSpqGW6d+8uHn/88eB9VVVF06ZNxbx584QQQuTm5gq9Xi82bNgQLHPs2DEBQOzduzd2wZeQk5MjAIisrKwyy953331iyJAhIct69OghHnnkESGEEJqmiZSUFLFw4cLg+tzcXGE0GsX69eurNe7iymrrkuL1OKIBIDZt2lRqmeeff17ccsstIctGjBgh0tPTg/cr2k6xdOHCBQFA7Ny5M2qZunaeiKpTXXtdq+rri9/vFwkJCWLNmjXBZWPHjhV33313lWOLpKLxvvfeeyIpKSnq/uK9fRctWiQSEhKE3W4PLotl+xZX197DyhNvJO3btxezZ88O3p85c6bo3Llz9QUWRXni3bFjhwAgLl++HLVMPLfvpk2bhCRJ4uTJk8FlNdW+QsTXZxb2yCUiIiKqhLy8PEiShOTk5IjrvV4vDh48iH79+gWXybKMfv36Ye/evQCAgwcPwufzhZS56aab0KJFi2CZeLN3796QeAEgPT09GG9OTg7OnTsXUiYpKQk9evSI2TGVp61LisfjqKqyjqky7RRLeXl5AID69etHLXM1niei8qhrr2vV8fridDrh8/nCXhMyMzNx3XXXoV27dnjsscdw6dKlKsValXjtdjtatmyJ5s2b4+6778Z3330XXBfv7bty5Urcf//9sFqtIctj0b6VUdfew0rSNA0FBQVhj9/vv/8eTZs2xQ033ICRI0fi9OnTtRRhQJcuXdCkSRP0798fu3fvDi6P9/ZduXIl+vXrh5YtW4Ysr6n2jafPLEzkEhEREVWQ2+3G1KlT8cADDyAxMTFimV9++QWqqqJx48Yhyxs3bhwcj+zcuXMwGAxhyeDiZeLNuXPnyjymomXRylS38rR1SfF4HFUV7Zjy8/Phcrkq1U6xomkaJk+ejF69eqFDhw5Ry12N54moPOra61p1vL5MnToVTZs2DUlyDBw4EH/+85+xbds2LFiwADt37sSgQYOgqmqNx9uuXTusWrUKmzdvxl/+8hdomoaePXviP//5D4D4bt/9+/fjyJEjePjhh0OWx6p9K6MuvYdF8uqrr8Jut+O+++4LLuvRowdWr16NLVu2YPny5cjJycGdd96JgoKCGo+vSZMmWLFiBT788EN8+OGHaN68OXr37o1Dhw4BqJ7ncKycOXMGn3/+edjjt6baN94+s+jKXZKIiIjoGrFu3To88sgjwfuff/457rzzTgCBic/uu+8+CCGwfPny2gqxwko7JqKa9vjjj+PIkSPVNpYdEdVt8+fPR0ZGBjIzM0MmELv//vuD/3fs2BGdOnVC69atkZmZib59+9ZojGlpaUhLSwve79mzJ26++Wa8/fbbmDNnTo3GUlErV65Ex44d0b1795Dl8dS+ddlf//pXzJ49G5s3bw4Zc3bQoEHB/zt16oQePXqgZcuWeP/99zF+/PgajbFdu3Zo165d8H7Pnj2RnZ2NRYsWYe3atTUaS0WtWbMGycnJGDZsWMjymmrfePvMwh65RERERCX89re/xeHDh4O3bt26AbiSxD116hS2bt0atTcuADRs2BCKouD8+fMhy8+fP4+UlBQAQEpKCrxeL3Jzc6OWifUxVVRKSkqZx1S0LFqZ6laeti4pHo+jqqIdU2JiIsxmc6XaKRYmTZqETz75BDt27MD1119fatmr8TwRlUdde12ryuvLq6++ivnz5+Mf//gHOnXqVGrZG264AQ0bNsQPP/xQa/EW0ev1uPXWW4OxxGv7OhwOZGRklCuxVV3tWxl15T2spIyMDDz88MN4//33wy6rLyk5ORlt27atlfaNpHv37sFY4rV9hRBYtWoVRo8eDYPBUGrZWLRvPH5mYSKXiIiIqISEhATceOONwZvZbA4mcb///nt8+eWXaNCgQan7MBgMuO2227Bt27bgMk3TsG3btmCPnttuuw16vT6kzIkTJ3D69OmQXj+xOqbKSEtLC4kXALZu3RqMt1WrVkhJSQkpk5+fj3379lX7MRUpT1uXFI/HUVVlHVNl2qk6CSEwadIkbNq0Cdu3b0erVq3K3OZqPE9E5VHXXtcq+/ryyiuvYM6cOdiyZUu5fmD8z3/+g0uXLqFJkya1Em9xqqri22+/DcYSj+0LABs2bIDH48GoUaPKrKe62rcy4v09LJL169fjwQcfxPr16zFkyJAyy9vtdmRnZ9dK+0Zy+PDhYCzx2L4AsHPnTvzwww/l+iGiOts3rj+zVGCSNiIiIqJrktfrFb/97W/F9ddfLw4fPizOnj0bvHk8nmC5//qv/xJvvvlm8H5GRoYwGo1i9erV4ujRo+IPf/iDSE5OFufOnQuWefTRR0WLFi3E9u3bxYEDB0RaWppIS0urkeO6dOmSyMrKEp9++qkAIDIyMkRWVpY4e/ZssMzo0aPFCy+8ELy/e/duodPpxKuvviqOHTsmZs6cKfR6vfj222+DZebPny+Sk5PF5s2bxb/+9S9x9913i1atWgmXyxWzYymrrevKcRRXUFAgsrKyRFZWlgAgXn/9dZGVlSVOnTolhBDihRdeEKNHjw6W//HHH4XFYhHPPfecOHbsmFi6dKlQFEVs2bIlWKY8j8lYeeyxx0RSUpLIzMwMeQ45nc5gmbp4nohipa69rlU03vnz5wuDwSA++OCDkNeEgoICIUTgNXDKlCli7969IicnR3z55Zeia9euok2bNsLtdtd4vLNnzxZffPGFyM7OFgcPHhT333+/MJlM4rvvvgs5pnhp3yJ33HGHGDFiRNjyWLdvXXsPq2i869atEzqdTixdujTk8Zubmxss8+yzz4rMzEyRk5Mjdu/eLfr16ycaNmwoLly4UOPxLlq0SHz00Ufi+++/F99++6146qmnhCzL4ssvvwyWiaf2LTJq1CjRo0ePiPuMZfvG82cWJnKJiIiIypCTkyMARLzt2LEjWK5ly5Zi5syZIdu++eabokWLFsJgMIju3buLb775JmS9y+USEydOFPXq1RMWi0Xcc889IYnUWHrvvfciHlPxY7jrrrvE2LFjQ7Z7//33Rdu2bYXBYBC33HKL+PTTT0PWa5ompk+fLho3biyMRqPo27evOHHiRMyPp7S2rkvHUWTHjh0Rz0/RcYwdO1bcddddYdt06dJFGAwGccMNN4j33nsvbL9lPSZjJdpzqHiMdfE8EcVSXXtdq0i8LVu2LPU9yOl0igEDBohGjRoJvV4vWrZsKSZMmFCtPzxVJN7JkycHyzZu3FgMHjxYHDp0KGR/8dS+Qghx/PhxAUD84x//CNtXrNu3rr2HVTTeu+66q9TyQggxYsQI0aRJE2EwGESzZs3EiBEjxA8//FAr8S5YsEC0bt1amEwmUb9+fdG7d2+xffv2sP3GS/sKIURubq4wm83inXfeibjPWLZvPH9mkQoDJCIiIiIiIiIiIqI4xTFyiYiIiIiIiIiIiOIcE7lEREREREREREREcY6JXCIiIiIiIiIiIqI4x0QuERERERERERERUZxjIpeIiIiIiIiIiIgozjGRS0RERERERERERBTnmMglIiIiIiIiIiIiinNM5BIRERERERERERHFOSZyiYiIiOiqtXLlSgwYMCDm9WzZsgVdunSBpmkxr4uIiKi43r17Y/LkycH7qampeOONN8q9/erVq5GcnFztcVXEuHHjMGzYsFLLZGZmQpIk5Obm1khM5eH1enHjjTdiz549Ma/rN7/5DT788MOY10PxjYlcIiIiIroqud1uTJ8+HTNnzox5XQMHDoRer8e6detiXhcREdU948aNgyRJkCQJer0erVq1wvPPPw+3213tdf3zn//EH/7wh2rfbywtXrwYq1evDt4vmZwGgJ49e+Ls2bNISkqq2eBKsWLFCrRq1Qo9e/aMeV3Tpk3DCy+8wB+Nr3FM5BIRERHRVemDDz5AYmIievXqVSP1jRs3DkuWLKmRuoiIqO4ZOHAgzp49ix9//BGLFi3C22+/HZMfGxs1agSLxVLt+42lpKSkMnsFGwwGpKSkQJKkmgmqkNfrjbhcCIG33noL48ePr5E4Bg0ahIKCAnz++ec1Uh/FJyZyiYiIiCiuXbx4ESkpKZg7d25w2Z49e2AwGLBt27ao22VkZGDo0KEhyyL18Bk2bBjGjRsXvJ+amoqXXnoJY8aMgc1mQ8uWLfH3v/8dFy9exN133w2bzYZOnTrhwIEDIfsZOnQoDhw4gOzs7MofLBERXbWMRiNSUlLQvHlzDBs2DP369cPWrVuD6y9duoQHHngAzZo1g8ViQceOHbF+/fqQfTgcjuD7U5MmTfDaa6+F1VNyaIXXX38dHTt2hNVqRfPmzTFx4kTY7fZyx33y5ElIkoSMjAz07NkTJpMJHTp0wM6dO0PK7dy5E927d4fRaESTJk3wwgsvwO/3B9d/8MEH6NixI8xmMxo0aIB+/frB4XAACB1aYdy4cdi5cycWL14c7MV88uTJiEMrfPjhh7jllltgNBqRmpoa1h6pqamYO3cuHnroISQkJKBFixZ45513Sj3e3r17Y9KkSZg8eTIaNmyI9PT0iOUOHjyI7OxsDBkyJLgsUoyHDx8OHgNwZSiLTz75BO3atYPFYsG9994Lp9OJNWvWIDU1FfXq1cOTTz4JVVWD+1EUBYMHD0ZGRkap8dPVjYlcIiIiIoprjRo1wqpVqzBr1iwcOHAABQUFGD16NCZNmoS+fftG3W7Xrl3o1q1bpepctGgRevXqhaysLAwZMgSjR4/GmDFjMGrUKBw6dAitW7fGmDFjIIQIbtOiRQs0btwYX3/9daXqJCKia8eRI0eCP0oWcbvduO222/Dpp5/iyJEj+MMf/oDRo0dj//79wTLPPfccdu7cic2bN+Mf//gHMjMzcejQoVLrkmUZS5YswXfffYc1a9Zg+/bteP755ysc83PPPYdnn30WWVlZSEtLw9ChQ3Hp0iUAwM8//4zBgwfj9ttvx//93/9h+fLlWLlyJV566SUAwNmzZ/HAAw/goYcewrFjx5CZmYnf/e53Ie+jRRYvXoy0tDRMmDABZ8+exdmzZ9G8efOwcgcPHsR9992H+++/H99++y1mzZqF6dOnhwzRAACvvfYaunXrhqysLEycOBGPPfYYTpw4UeqxrlmzBgaDAbt378aKFSsilvn666/Rtm1bJCQklKf5QjidTixZsgQZGRnYsmULMjMzcc899+Czzz7DZ599hrVr1+Ltt9/GBx98ELJd9+7d+TnjGqer7QCIiIiIiMoyePBgTJgwASNHjkS3bt1gtVoxb968qOVzc3ORl5eHpk2bVrq+Rx55BAAwY8YMLF++HLfffjuGDx8OAJg6dSrS0tJw/vx5pKSkBLdr2rQpTp06Vak6iYjo6vbJJ5/AZrPB7/fD4/FAlmW89dZbwfXNmjXDlClTgvefeOIJfPHFF3j//ffRvXt32O12rFy5En/5y1+CP2SuWbMG119/fan1lpwI7aWXXsKjjz6KZcuWVSj+SZMm4fe//z0AYPny5diyZQtWrlyJ559/HsuWLUPz5s3x1ltvQZIk3HTTTThz5gymTp2KGTNm4OzZs/D7/fjd736Hli1bAgA6duwYsZ6kpCQYDAZYLJaQ99iSXn/9dfTt2xfTp08HALRt2xZHjx7FwoULQ660GTx4MCZOnAgg8P69aNEi7NixA+3atYu67zZt2uCVV14ptT1OnTpV6c8ZPp8Py5cvR+vWrQEA9957L9auXYvz58/DZrOhffv26NOnD3bs2IERI0YEt2vatCl++uknaJoGWWbfzGsRzzoRERER1Qmvvvoq/H4/NmzYgHXr1sFoNEYt63K5AAAmk6lSdXXq1Cn4f+PGjQGEfuEsWnbhwoWQ7cxmM5xOZ6XqJCKiq1ufPn1w+PBh7Nu3D2PHjsWDDz4YTIwCgKqqmDNnDjp27Ij69evDZrPhiy++wOnTpwEA2dnZ8Hq96NGjR3Cb+vXrl5qQBIAvv/wSffv2RbNmzZCQkIDRo0fj0qVLFX6/SktLC/6v0+nQrVs3HDt2DABw7NgxpKWlhYxf26tXL9jtdvznP/9B586d0bdvX3Ts2BHDhw/Hu+++i8uXL1eo/pKOHTsWNg5+r1698P3334cMSVD8PV2SJKSkpIS9f5d02223lVm/y+Wq9OcMi8USTOICgc8VqampsNlsIcsifc7QNA0ej6dS9VLdx0QuEREREdUJ2dnZOHPmDDRNC44zF02DBg0gSVK5viQW/7JXRK/XB/8v+lIaaVnJmaN//fVXNGrUqMw6iYjo2mO1WnHjjTeic+fOWLVqFfbt24eVK1cG1y9cuBCLFy/G1KlTsWPHDhw+fBjp6elRJ9sqj5MnT+K///u/0alTJ3z44Yc4ePAgli5dCiD6JF6xoCgKtm7dis8//xzt27fHm2++iXbt2iEnJyfmdRd//wYC7+El379LslqtZe63YcOG1fI5oyim8sT566+/wmq1wmw2l1kvXZ2YyCUiIiKiuOf1ejFq1CiMGDECc+bMwcMPP1xqbxqDwYD27dvj6NGjYevOnz8fcv/HH3+slhjdbjeys7Nx6623Vsv+iIjo6iXLMv74xz9i2rRpwatIdu/ejbvvvhujRo1C586dccMNN+Df//53cJvWrVtDr9dj3759wWWXL18OKVPSwYMHoWkaXnvtNfzmN79B27ZtcebMmUrF/M033wT/9/v9OHjwIG6++WYAwM0334y9e/eGjHm7e/duJCQkBId+kCQJvXr1wuzZs5GVlQWDwYBNmzZFrMtgMERMgBZ38803Y/fu3SHLdu/ejbZt20JRlEodY0XceuutOH78eMRxfot/1qiuzxlAYGxlfs64tjGRS0RERERx73/+53+Ql5eHJUuWYOrUqWjbti0eeuihUrdJT0/Hrl27wpZv3rwZGzduRHZ2Nl5++WUcPXoUp06dws8//1ylGL/55hsYjcaQS0+JiIiiGT58OBRFCfaQbdOmDbZu3Yo9e/bg2LFjeOSRR0ISgjabDePHj8dzzz2H7du348iRIxg3blypY6XeeOON8Pl8ePPNN/Hjjz9i7dq1USfvKsvSpUuxadMmHD9+HI8//jguX74cfC+eOHEifvrpJzzxxBM4fvw4Nm/ejJkzZ+KZZ56BLMvYt28f5s6diwMHDuD06dPYuHEjLl68GEwEl5Samop9+/bh5MmT+OWXXyL2oH322Wexbds2zJkzB//+97+xZs0avPXWWyHjDMdSnz59YLfb8d1334Wte+GFF3D8+HHs3bsXs2fPBgAcOHCgyr2gv/76awwYMKBK+6C6jYlcIiIiIoprmZmZeOONN7B27VokJiZClmWsXbsWX3/9NZYvXx51u/Hjx+Ozzz5DXl5eyPIhQ4bglVdeQfv27fHVV19h2bJl2L9/P9auXVulONevX4+RI0fCYrFUaT9ERHRt0Ol0mDRpEl555RU4HA5MmzYNXbt2RXp6Onr37o2UlBQMGzYsZJuFCxfizjvvxNChQ9GvXz/ccccdpY7n2rlzZ7z++utYsGABOnTogHXr1pU6WWhp5s+fj/nz56Nz587YtWsX/v73v6Nhw4YAAhO1ffbZZ9i/fz86d+6MRx99FOPHj8e0adMAAImJifjqq68wePBgtG3bFtOmTcNrr72GQYMGRaxrypQpUBQF7du3R6NGjYLjBBfXtWtXvP/++8jIyECHDh0wY8YM/OlPfwqZ6CyWGjRogHvuuQfr1q0LW9epUyekpaVh2LBhmDJlCm699VY89dRTcLvdla7v559/xp49e/Dggw9WJWyq4yQRqQ84EREREdFVYPjw4ejatStefPFFAEDv3r3RpUsXvPHGG9Vazy+//IJ27drhwIEDaNWqVbXum4iIqDadPHkSrVq1QlZWFrp06VLb4cSVf/3rX+jfvz+ys7Nhs9mQmZmJPn364PLly0hOTq7WuqZOnYrLly/jnXfeqdb9Ut3CHrlEREREdNVauHBhyAzQsXLy5EksW7aMSVwiIqJrSKdOnbBgwYIambTtuuuuw5w5c2JeD8U3XW0HQEREREQUK6mpqXjiiSdiXk+3bt3QrVu3mNdDRERE8aWmhnJ49tlna6Qeim8cWoGIiIiIiIiIiIgoznFoBSIiIiIiIiIiIqI4x0QuERERERERERERUZxjIpeIiIiIiIiIiIgozjGRS0RERERERERERBTnmMglIiIiIiIiIiIiinNM5BIRERERERERERHFOSZyiYiIiIiIiIiIiOIcE7lEREREREREREREcY6JXCIiIiIiIiIiIqI49/8BJVQz97f6mtwAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Simulation domain: (5.1, 5.1, 2.6)\n", + "Run time: 3669.2 fs\n", + "Symmetry: (-1, 1, 0)\n" + ] + } + ], + "source": [ + "# Initial parameters: slightly below midpoint for a low starting surface\n", + "initial_params = np.zeros(NUM_RADIAL) - 1.0\n", + "\n", + "# Add slight dome shape to initial guess\n", + "r_norm = R_VALUES / CHIP_RADIUS\n", + "initial_params = initial_params + 0.5 * (1 - r_norm**2)\n", + "\n", + "# Create simulation with initial geometry\n", + "sim_initial = make_simulation(initial_params, include_viz_monitor=True)\n", + "\n", + "# Plot the geometry\n", + "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n", + "\n", + "# XZ cross-section\n", + "ax = axes[0]\n", + "sim_initial.plot_eps(y=0, ax=ax)\n", + "ax.set_title(\"XZ Cross-section (y=0)\")\n", + "ax.set_xlabel(\"x (μm)\")\n", + "ax.set_ylabel(\"z (μm)\")\n", + "\n", + "# XY cross-section at z=0\n", + "ax = axes[1]\n", + "sim_initial.plot_eps(z=0.1, ax=ax)\n", + "ax.set_title(\"XY Cross-section (z=0.1 μm)\")\n", + "ax.set_xlabel(\"x (μm)\")\n", + "ax.set_ylabel(\"y (μm)\")\n", + "\n", + "# Initial surface profile\n", + "ax = axes[2]\n", + "heights = transform_params_to_heights(initial_params)\n", + "ax.plot(R_VALUES, heights, 'b-o', linewidth=2, markersize=6)\n", + "ax.set_xlabel(\"Radial position r (μm)\")\n", + "ax.set_ylabel(\"Height h(r) (μm)\")\n", + "ax.set_title(\"Initial Surface Profile\")\n", + "ax.set_xlim(0, CHIP_RADIUS)\n", + "ax.set_ylim(0, HEIGHT_MAX * 1.1)\n", + "ax.grid(True, alpha=0.3)\n", + "ax.axhline(y=HEIGHT_MAX, color='r', linestyle='--', alpha=0.5, label='Max height')\n", + "ax.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "print(f\"\\nSimulation domain: {sim_initial.size}\")\n", + "print(f\"Run time: {sim_initial.run_time * 1e15:.1f} fs\")\n", + "print(f\"Symmetry: {sim_initial.symmetry}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d3a54146", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## 9. Objective Function\n", + "\n", + "Our objective is to **maximize the optical flux** extracted through the top surface\n", + "while maintaining a **smooth, fabricable surface**.\n", + "\n", + "### Extraction Efficiency\n", + "\n", + "We compute the Poynting flux through the field monitor above the structure.\n", + "Tidy3D's FieldMonitor has a `.flux` property that computes this in a way that's\n", + "compatible with autograd differentiation.\n", + "\n", + "### Smoothness Regularization\n", + "\n", + "To ensure the optimized surface can be manufactured, we add a penalty for rapid\n", + "height variations:\n", + "\n", + "$$\\\\text{penalty} = w \\\\cdot \\\\sum_{i} (h_{i+1} - h_i)^2$$\n", + "\n", + "This encourages smooth transitions between adjacent heights.\n", + "\n", + "### Combined Objective\n", + "\n", + "Since we're minimizing, we use:\n", + "\n", + "$$\\\\mathcal{L} = -\\\\text{flux} + w \\\\cdot \\\\text{penalty}$$" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9c3d0bdb", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def smoothness_penalty(params: np.ndarray) -> float:\n", + " \"\"\"\n", + " Compute penalty for rapid height variations (fabricability regularization).\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Optimization parameters\n", + "\n", + " Returns\n", + " -------\n", + " penalty : float\n", + " Smoothness penalty value\n", + " \"\"\"\n", + " heights = transform_params_to_heights(params)\n", + " dh = heights[1:] - heights[:-1]\n", + " return anp.sum(dh**2) / (HEIGHT_MAX**2)\n", + "\n", + "\n", + "def compute_flux(sim_data: td.SimulationData) -> float:\n", + " \"\"\"\n", + " Compute extracted optical flux from simulation data.\n", + "\n", + " Parameters\n", + " ----------\n", + " sim_data : td.SimulationData\n", + " Results from running the simulation\n", + "\n", + " Returns\n", + " -------\n", + " flux : float\n", + " Total flux through the monitor (proportional to extracted power)\n", + " \"\"\"\n", + " field_data = sim_data[\"field_flux\"]\n", + " flux = field_data.flux\n", + " return anp.sum(anp.abs(flux.values))\n", + "\n", + "\n", + "def objective(params: np.ndarray, verbose: bool = False) -> float:\n", + " \"\"\"\n", + " Objective function for optimization.\n", + "\n", + " Parameters\n", + " ----------\n", + " params : np.ndarray\n", + " Optimization parameters for surface shape\n", + " verbose : bool\n", + " Print simulation progress\n", + "\n", + " Returns\n", + " -------\n", + " loss : float\n", + " Value to minimize (negative flux + penalty)\n", + " \"\"\"\n", + " # Build and run simulation\n", + " sim = make_simulation(params, include_viz_monitor=False)\n", + " sim_data = web.run(sim, task_name=\"led_opt\", verbose=verbose)\n", + "\n", + " # Compute flux and penalty\n", + " flux = compute_flux(sim_data)\n", + " penalty = smoothness_penalty(params)\n", + "\n", + " # Return negative flux + penalty (we minimize this)\n", + " return -(flux - SMOOTHNESS_WEIGHT * penalty)" + ] + }, + { + "cell_type": "markdown", + "id": "ac780c17", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 10. The Adjoint Method\n", + "\n", + "The **adjoint method** is the key to efficient shape optimization. It allows us to\n", + "compute gradients of the objective with respect to *all* design parameters using\n", + "only **two simulations** (forward + adjoint), regardless of how many parameters we have.\n", + "\n", + "### Why This Matters\n", + "\n", + "- **Finite differences**: Would require 2N simulations for N parameters\n", + "- **Adjoint method**: Always just 2 simulations\n", + "\n", + "For our 15-parameter problem, this is a 15× speedup. For larger problems with\n", + "hundreds or thousands of parameters, the adjoint method is essential.\n", + "\n", + "### How It Works\n", + "\n", + "Tidy3D handles the adjoint computation automatically through `autograd`. We simply:\n", + "1. Write our objective function using `autograd.numpy`\n", + "2. Call `autograd.value_and_grad()` to get both value and gradient\n", + "3. Use the gradient to update parameters\n", + "\n", + "The physics of running the adjoint simulation and computing shape gradients is\n", + "handled internally by Tidy3D." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7b4e5429", + "metadata": {}, + "outputs": [], + "source": [ + "# Create the gradient function using autograd\n", + "grad_fn = ag.value_and_grad(objective)" + ] + }, + { + "cell_type": "markdown", + "id": "fa666950", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## 11. Optimization Loop\n", + "\n", + "We use the **Adam optimizer** which adapts learning rates for each parameter and\n", + "uses momentum to help escape local minima. This is well-suited for noisy gradients\n", + "and non-convex optimization landscapes.\n", + "\n", + "### Optimization Strategy\n", + "\n", + "1. Start with a simple initial surface\n", + "2. Compute objective value and gradient using adjoint method\n", + "3. Update parameters using Adam\n", + "4. **Plot progress** showing convergence and current surface shape\n", + "5. Repeat until convergence\n", + "\n", + "The optimization includes a live progress plot that updates each iteration, showing:\n", + "- **Convergence curve**: Efficiency vs iteration number\n", + "- **Surface profile**: Current height profile h(r)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2d811f90", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def plot_progress(history: dict, params: np.ndarray, iteration: int):\n", + " \"\"\"\n", + " Plot optimization progress after each iteration.\n", + "\n", + " Parameters\n", + " ----------\n", + " history : dict\n", + " Optimization history\n", + " params : np.ndarray\n", + " Current parameters\n", + " iteration : int\n", + " Current iteration number\n", + " \"\"\"\n", + " from IPython.display import clear_output, display\n", + "\n", + " # Clear previous output (works in Jupyter)\n", + " try:\n", + " clear_output(wait=True)\n", + " except:\n", + " pass\n", + "\n", + " fig, axes = plt.subplots(1, 2, figsize=(10, 3.5))\n", + "\n", + " # --- Convergence curve ---\n", + " ax = axes[0]\n", + " iters = range(1, len(history[\"efficiency\"]) + 1)\n", + " ax.plot(iters, history[\"efficiency\"], 'b-o', linewidth=2, markersize=5)\n", + " ax.set_xlabel(\"Iteration\")\n", + " ax.set_ylabel(\"Efficiency (flux)\")\n", + " ax.set_title(f\"Convergence (iter {iteration})\")\n", + " ax.grid(True, alpha=0.3)\n", + "\n", + " # Add improvement text\n", + " if len(history[\"efficiency\"]) > 1:\n", + " improvement = history[\"efficiency\"][-1] / history[\"efficiency\"][0]\n", + " ax.text(0.95, 0.05, f'{improvement:.2f}× improvement',\n", + " transform=ax.transAxes, ha='right', va='bottom',\n", + " fontsize=10, bbox=dict(boxstyle='round', facecolor='wheat', alpha=0.5))\n", + "\n", + " # --- Surface profile ---\n", + " ax = axes[1]\n", + " heights = transform_params_to_heights(params)\n", + " ax.fill_between(R_VALUES, 0, heights, alpha=0.3, color='blue')\n", + " ax.plot(R_VALUES, heights, 'b-o', linewidth=2, markersize=5)\n", + " ax.set_xlabel(\"Radial position r (μm)\")\n", + " ax.set_ylabel(\"Height h(r) (μm)\")\n", + " ax.set_title(\"Current Surface Profile\")\n", + " ax.set_xlim(0, CHIP_RADIUS)\n", + " ax.set_ylim(0, HEIGHT_MAX * 1.1)\n", + " ax.grid(True, alpha=0.3)\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "\n", + "def run_optimization(\n", + " initial_params: np.ndarray,\n", + " num_iterations: int = NUM_ITERATIONS,\n", + " learning_rate: float = LEARNING_RATE,\n", + " plot_every: int = 1,\n", + "):\n", + " \"\"\"\n", + " Run the complete optimization loop.\n", + "\n", + " Parameters\n", + " ----------\n", + " initial_params : np.ndarray\n", + " Starting parameters\n", + " num_iterations : int\n", + " Number of optimization iterations\n", + " learning_rate : float\n", + " Adam optimizer learning rate\n", + " plot_every : int\n", + " Plot progress every N iterations (default: 1)\n", + "\n", + " Returns\n", + " -------\n", + " history : dict\n", + " Optimization history including parameters, efficiency, etc.\n", + " \"\"\"\n", + " params = np.array(initial_params, dtype=np.float64)\n", + "\n", + " # Initialize Adam optimizer\n", + " optimizer = optax.adam(learning_rate=learning_rate)\n", + " opt_state = optimizer.init(params)\n", + "\n", + " # History tracking\n", + " history = {\n", + " \"params\": [],\n", + " \"efficiency\": [],\n", + " \"penalty\": [],\n", + " \"gradient_norm\": [],\n", + " }\n", + "\n", + " print(\"\\n\" + \"=\" * 60)\n", + " print(\"STARTING OPTIMIZATION\")\n", + " print(\"=\" * 60)\n", + "\n", + " for i in range(num_iterations):\n", + " print(f\"\\n--- Iteration {i + 1}/{num_iterations} ---\")\n", + "\n", + " # Compute objective and gradient\n", + " obj_value, gradient = grad_fn(params, verbose=(i == 0))\n", + "\n", + " # Extract efficiency (flux) for logging\n", + " efficiency = -obj_value + SMOOTHNESS_WEIGHT * smoothness_penalty(params)\n", + " penalty = float(smoothness_penalty(params))\n", + " grad_norm = np.linalg.norm(gradient)\n", + "\n", + " # Log progress\n", + " print(f\" Efficiency (flux): {efficiency:.2f}\")\n", + " print(f\" Smoothness penalty: {penalty:.6f}\")\n", + " print(f\" Gradient norm: {grad_norm:.2f}\")\n", + "\n", + " # Store history\n", + " history[\"params\"].append(params.copy())\n", + " history[\"efficiency\"].append(float(efficiency))\n", + " history[\"penalty\"].append(penalty)\n", + " history[\"gradient_norm\"].append(grad_norm)\n", + "\n", + " # Plot progress\n", + " if (i + 1) % plot_every == 0:\n", + " plot_progress(history, params, i + 1)\n", + "\n", + " # Update parameters\n", + " updates, opt_state = optimizer.update(gradient, opt_state, params)\n", + " params = np.array(optax.apply_updates(params, updates))\n", + "\n", + " # Store final parameters\n", + " history[\"final_params\"] = params.copy()\n", + "\n", + " print(\"\\n\" + \"=\" * 60)\n", + " print(\"OPTIMIZATION COMPLETE\")\n", + " print(\"=\" * 60)\n", + " print(f\"Initial efficiency: {history['efficiency'][0]:.2f}\")\n", + " print(f\"Final efficiency: {history['efficiency'][-1]:.2f}\")\n", + " print(f\"Improvement: {history['efficiency'][-1] / history['efficiency'][0]:.2f}×\")\n", + " print(\"=\" * 60)\n", + "\n", + " return history" + ] + }, + { + "cell_type": "markdown", + "id": "70220342", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 12. Run the Optimization\n", + "\n", + "Now let's run the optimization! This will take some time as each iteration requires\n", + "running forward and adjoint FDTD simulations." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54d3a416", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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UqFEDO3bsQEBAAACpm7m9vb0y2IuPj0dCQgLWrFmjdQbYuLg4lc+VKlVSyzsAtbwrtmW/6UZHRyMxMVFl3Flu18pLOe/evYvevXtrPF/26964cQMODg55uq4m4nsu3JDfPOSs57zasWMHZs6ciYCAAHz88ccq++7du4e2bdti8+bNyjrr3r27cjzar7/+ik6dOqkcI4pirmMMiYgKS37vre9C299eTdujo6Nx+fLlPP9dz3lPUwThOec4yQ+ZTIZx48Zh3Lhx+Pfff3HixAmEhYXh119/xYABA3Ds2LF3Om9+70H79+/H119/jYsXL6qNhVa4e/cuZDJZrl8qR0dHA8gak52T4nfgbWbNmoWWLVvCyMgI9vb2qFmzJoyN1cMVTc80+XkeexeKMuYcCphdYmLie3/hT8UXA2+ibKysrODi4oKrV6/m67i8BjhGRkYat+cMDvv3749vvvkGz549Q5kyZbBv3z4MHDhQefNRfKM6ZMgQrTeAevXqqXzOOQFXfsjlcjg6OmLr1q0a9+d8eMlrOfNy3bp162Lp0qUa97u6uuZ6fNmyZd/rwehd8vAu9RwREYFhw4ahS5cuCAsLU9u/ceNGvHnzBh999JHK9m7dugGQ1irPGXi/ePECVatWzXdeiIh0Lb/3Vm331MzMTK3HaPvbq2m7XC5H+/btMXXqVI3HVKtWTeWzru5p2pQtWxbdunVDt27d0KZNG/z55594+PAh3Nzc8l0X+bkHHTt2DN26dUOrVq3w3XffoVy5cjAxMcGGDRuwbdu2fJVB8VyyZcsWODs7q+3XFDxrUrduXbV5SzTRVs6C/MJZUcbFixejQYMGGtNk70FIlBMDb6IcPvroI6xZswZRUVFo2rRprmnd3Nwgl8sRHR2tnKgEkCY+S0hIeOukXtr0798fQUFB2L17N5ycnJCUlIQBAwYo9zs4OKBMmTLIzMzM0w1KW94BaSK0nHJuq1KlCn7//Xc0b978vQL4nOd820NYlSpVcOnSJbRr1+6dbqY1atTA7t2785RW2/nfNw9vc+rUKfTs2RNeXl7YuXOnxoeT2NhYiKKo9qCVnp4OQJrJNbuMjAz8/fffysCciEjf8nNvVbQYJiQkqGzXRaslIP1dT05Ofuf7pya6uj94eXnhzz//xD///AM3NzeVusg+BEkXdbF7926Ym5vjt99+g5mZmXL7hg0bVNJVqVIFcrkc169f1xpwVqlSBQDg6Oio03rNq4J6HstOUUYrKyu9lJGKPo7xJsph6tSpsLS0xMiRIxEbG6u2/+7duwgNDQUAdO7cGQDUZkBVtI5mnxE0P2rWrIm6detix44d2LFjB8qVK4dWrVop9xsZGaF3797YvXu3xuA1Pj7+rddwcXFBnTp1sHnzZiQnJyu3//nnn7hy5YpK2n79+iEzMxPz5s1TO09GRobaw1Fe9O7dG5cuXVKb+R3IakXo168fnjx5grVr16qlef36NVJSUnK9RtOmTfHixYs8jcOztLREYmKi2vb3zUNubty4gS5dusDd3R379+/X+qVGtWrVIIoidu7cqbL9hx9+AAA0bNhQZfv169fx5s2bAps9mIgov/Jzb7WysoK9vb3aWOvvvvtOJ3np168foqKi8Ntvv6ntS0hIUPsyMy8sLS2Vx79NTEwMrl+/rrY9LS0NkZGRKl2mFcFe9rpQjHt+X0ZGRhAEQeVL3QcPHqit1tGjRw/IZDLMnTtXbQyz4n7t6+sLKysrzJ8/X/mlcHZ5eS55HwX1PJadp6cnqlSpgiVLlqg8NykUdBmp6GOLN1EOVapUwbZt29C/f3/UrFkTw4YNQ506dZCWloa//voLu3btUq7zWL9+ffj5+WHNmjVISEhA69atcfr0aWzatAk9evRA27Zt3zkf/fv3x6xZs2Bubo6AgAC1CU0WLFiAI0eOwNvbG6NGjUKtWrXw/PlznD9/Hr///jueP3/+1mvMnz8f3bt3R/PmzTFixAi8ePECK1euRJ06dVRuKq1bt8aYMWMQHByMixcvokOHDjAxMUF0dDR27dqF0NBQ9OnTJ1/lmzJlCn788Uf07dsX/v7+8PT0xPPnz7Fv3z6EhYWhfv36GDp0KHbu3ImxY8fiyJEjaN68OTIzM3Hz5k3s3LlTuVapNl26dIGxsTF+//13jB49Otf8eHp6YseOHQgMDESjRo1QunRpdO3a9b3zoM3Lly/h6+uLFy9eYMqUKWoTv1SpUkXZKjR8+HAsWbIEY8aMwYULF1C7dm2cP38e69atQ+3atdUmqIuIiECpUqXQvn37fOeLiKgg5OfeCkhLQy1YsAAjR46El5cXjh49itu3b+skL1OmTMG+ffvw0UcfKZe6TElJwZUrV/Djjz/iwYMHKks65oWnpycAYOLEifD19YWRkZFKT7XsHj9+jMaNG+PDDz9Eu3bt4OzsjLi4OPzwww+4dOkSJk2apLx+hw4dULFiRQQEBGDKlCkwMjJCeHg4HBwc8OjRo/eqhy5dumDp0qXo2LEjBg0ahLi4OKxatQoeHh64fPmyMp2HhwdmzJiBefPmoWXLlujVqxfMzMxw5swZuLi4IDg4GFZWVli9ejWGDh2KDz74AAMGDFDm8cCBA2jevDlWrlz5XvnNTUE+jynIZDKsW7cOnTp1Qu3atTFixAiUL18eT548wZEjR2BlZYWff/5ZB6WhYktPs6kTGbzbt2+Lo0aNEt3d3UVTU1OxTJkyYvPmzcUVK1aIb968UaZLT08Xg4KCxEqVKokmJiaiq6urOH36dJU0oigtU9GlSxe167Ru3Vps3bq12vbo6GjlslHHjx/XmMfY2Fhx3Lhxoqurq2hiYiI6OzuL7dq1E9esWaNMo1gOY9euXRrPsX37drFGjRqimZmZWKdOHXHfvn1i7969xRo1aqilXbNmjejp6SlaWFiIZcqUEevWrStOnTpVfPr06TuV899//xXHjx8vli9fXjQ1NRUrVKgg+vn5qSyRlpaWJi5cuFCsXbu2aGZmJtra2oqenp5iUFCQmJiYqLFM2XXr1k1s166dyjZNy4klJyeLgwYNEm1sbNSWU8trHgCI48aNe2ueRDFrmRptr+xLmoiiKD5+/Fj09/cXK1WqJJqamorlypUTR40aJcbHx6ud29vbWxwyZEie8kFEVJjyem999eqVGBAQIFpbW4tlypQR+/XrJ8bFxWldTkzT30Jt9yNRlJa/mj59uujh4SGampqK9vb2YrNmzcQlS5aIaWlpoihm/Z1evHix2vE585GRkSFOmDBBdHBwEAVByHVpsaSkJDE0NFT09fUVK1SoIJqYmIhlypQRmzZtKq5du1ZlqSpRFMVz586J3t7eoqmpqVixYkVx6dKlWpcT01ZebcuJrV+/XqxatapoZmYm1qhRQ9ywYYPWJczCw8PFhg0bKu+DrVu3FiMiIlTSHDlyRPT19RWtra1Fc3NzsUqVKuLw4cPFs2fPaq0PxXG5Paso5PbvndfnsXddTkzhwoULYq9evcSyZcuKZmZmopubm9ivXz8xMjIy17wTCaKoo5khiKjYaNCgARwcHBAREaHvrLy3Y8eOoU2bNrh582aJmGzs4sWL+OCDD3D+/HmtY/GIiIiIqHBxjDdRCZaenq42lu2PP/7ApUuX0KZNG/1kSsdatmyJDh06YNGiRfrOSqFYsGAB+vTpw6CbiIiIyICwxZuoBHvw4AF8fHwwZMgQuLi44ObNmwgLC4O1tTWuXr2KsmXL6juLRERERERFHidXIyrBbG1t4enpiXXr1iE+Ph6Wlpbo0qULFixYwKCbiIiIiEhH2OJNREREREREVIA4xpuIiIiIiIioADHwJiIiIiIiIipAHOOtI3K5HE+fPkWZMmUgCIK+s0NERMWEKIp4+fIlXFxcIJOV3O/LeZ8lIqKCUFj3WQbeOvL06VO4urrqOxtERFRM/f3336hQoYK+s6E3vM8SEVFBKuj7LANvHSlTpgwA6R/MysoKgPTtfHx8PBwcHEp0K0V2rBNVrA91rBN1rBNVJa0+kpKS4OrqqrzPlFSK8j98+BA2Njb6zcx7Kk6/wyyLYWJZDBPLYpgSEhLg5uZW4PdZBt46ouj2ZmVlpRJ4v3nzBlZWVkX+F1JXWCeqWB/qWCfqWCeqSmp9lPTu1Zrus0VVcfodZlkME8timFgWwySXywEU/H22aNcSERERERERkYFj4E1ERERERERUgBh4ExERERERERUgBt5EREREREREBYiBNxEREREREVEB4qzmRERU7EVHA+HhwIMHgLs74O8PVK2q71wRERFRScHAm4iIirUNG4CRIwFBAERR+rloEbB+PTB8uO6vxyCfiIiIcmLgTURExVZ0tBR0/7dEp4qAAKBFC8DDQ3fXK+wgn4iIiIoGjvEmIqJia/167fvkcqB/f2DTJuD6dSAzUz1NdDQwfTowcKD0Mzpa+/myB/mZmao/AwKAO3fevzxERERUNLHFm4iIiqXTp4F16zS3diucP5/VEl26NPDBB4CXF9CokdRVfMYM9dbr+fOlNH//DTx6JL3+/hs4e1b7tQRB+hIgOFjXpSQiIqKigIE3EREVK0+eSK3TW7bk77jkZODoUemVmy++yH+eRFEK5ImIiKhkYuBNRETFwuvXwJIlwIIFwKtXb08vk0ljsp8+lVqrz5yRWq/flbExkJGheZ8gSBOtERERUcnEwJuIiIo0UQR27gSmTlUNnG1tgaAgoFQpYPRo1S7joih1/R42TPVccXFSED5tGnD1qubrCQJQvTowfjzg6gpUrCi9nj0DatbU3N1cFKVx3kRERFQyMfAmIqIiIzoaWL9ewK1b1qheXUDjxsDSpcCJE1lpjIyATz4BZs8GypaVtrVuLQXaiiW+AgI0z2bu6Ah07gwcOwbcuKF5wjWZDOjRAxg3TnW7nZ10jYAAzUG+LmdPJyIioqKFgTcRERUJqkt1mUMUpaA2O19fKRCvVUt1u4dH/iY28/eXJlLTJLfW6+HDpSXK8hLkExERUcnBwJuIiAye6nrcgtr+SpWAlSul1mpdqFr13Vuv8xvkExERUfHHdbyJiMhgiaK0LNjQodqX6pLJgD59dBd0KwwfDty6BUyZAvTrJ/28dStr+bGSbtWqVXB3d4e5uTm8vb1x+vRprWk3btwIQRBUXubm5oWYWyIiIv1iizcRERW66GggPDyrO7a/v9TKDEjjqo8fB3bvBvbsAR4/fvv5/v67YPLJ1mvNduzYgcDAQISFhcHb2xshISHw9fXFrVu34OjoqPEYKysr3Lp1S/lZENR7LhARERVXDLyJiKhQqY7Vln4uWgRMmgS8fAns3QvEx+f9fFyqq/AtXboUo0aNwogRIwAAYWFhOHDgAMLDw/GFloXOBUGAs7NzYWaTiIjIYDDwJiKi95Jb67WmtFljtVUtXaq+zcQEaN9emrBs5kwu1WUI0tLScO7cOUyfPl25TSaTwcfHB1FRUVqPS05OhpubG+RyOT744APMnz8ftWvX1po+NTUVqampys9JSUkAALlcDrm2cQdFhFwuhyiKRb4cAMtiqFgWw8SyGKbCKoNeA++jR49i8eLFOHfuHP755x/s2bMHPXr0UElz48YNTJs2DX/++ScyMjJQq1Yt7N69GxUrVgQAvHnzBpMnT8b27duRmpoKX19ffPfdd3ByclKe49GjR/j4449x5MgRlC5dGn5+fggODoaxcVbx//jjDwQGBuLatWtwdXXFzJkzMZwD+YiIcqWt9Xr9+qyx0M+eAdeuSa9167SP1VYoVQro1Ano1Qvo0gWwtpa2lyunmOxMzDbZmcClugrZs2fPkJmZqXKfBQAnJyfcvHlT4zHVq1dHeHg46tWrh8TERCxZsgTNmjXDtWvXUKFCBY3HBAcHIygoSG17fHw80tLS3r8geiSXy5GYmAhRFCGTFe3pdlgWw8SyGCaWxTAlJiYWynX0GninpKSgfv368Pf3R69evdT23717Fy1atEBAQACCgoJgZWWFa9euqUzI8tlnn+HAgQPYtWsXrK2tMX78ePTq1Qsn/lvUNTMzE126dIGzszP++usv/PPPPxg2bBhMTEwwf/58AMD9+/fRpUsXjB07Flu3bkVkZCRGjhyJcuXKwdfXt3Aqg4ioiMmt9drfHwgLA+7fB+Li8nY+QQCaNwd++00KvnNSLNW1bh1w69YbVK9ujpEjGXQXBU2bNkXTpk2Vn5s1a4aaNWvi//7v/zBv3jyNx0yfPh2BgYHKz0lJSXB1dYWDgwNsbGwKOssFSi6XQxAEODg4FPkHVpbFMLEshollMUympqaFch29Bt6dOnVCp06dtO6fMWMGOnfujEXZFlOtUqWK8n1iYiLWr1+Pbdu24cMPPwQAbNiwATVr1sTJkyfRpEkTHDp0CNevX8fvv/8OJycnNGjQAPPmzcO0adMwZ84cmJqaIiwsDJUqVcK3334LAKhZsyaOHz+OZcuWMfAmItIiPFwKljURReDUqfydTyaTAmtNQbeChwcwf76IuLhEODqaQSbjBF2Fzd7eHkZGRoiNjVXZHhsbm+cx3CYmJmjYsCHu3LmjNY2ZmRnMzMzUtstksiL/kAdIY95ZFsPDshgmlsUwFZeyFFb+DbaW5HI5Dhw4gGrVqsHX1xeOjo7w9vbG3r17lWnOnTuH9PR0+Pj4KLfVqFEDFStWVI4zi4qKQt26dVW6xPn6+iIpKQnXrl1Tpsl+DkWa3MaqERGVdA8eSAF2bhwdgbZtgfHjgdWrga1bpQBbE47VLhpMTU3h6emJyMhI5Ta5XI7IyEiVVu3cZGZm4sqVKyhXrlxBZZOIiMigGOzkanFxcUhOTsaCBQvw9ddfY+HChTh48CB69eqFI0eOoHXr1oiJiYGpqalalzMnJyfExMQAAGJiYjSOQ1Psyy1NUlISXr9+DQsLC7X85WXSl+I06YCusE5UsT7UsU7UGWqduLkJ/7V4q7c6y2Qixo0DQkLUI/M3b4BRowSVceGiCKxdK6Jy5bePATfU+igohljOwMBA+Pn5wcvLC40bN0ZISAhSUlKUs5wPGzYM5cuXR/B/a7HNnTsXTZo0gYeHBxISErB48WI8fPgQI0eO1GcxiIiICo3BBt6KB43u3bvjs88+AwA0aNAAf/31F8LCwtC6dWt9Zi/XSV/evHkDoHhNOqArrBNVrA91rBN1hlon3boZYeFCew17pGB74MBniIvLVNvbuTNw/LgRtm2zwOPHRqhQIRODBr1GpUqZeRoPbqj1UVBevnyp7yyo6d+/P+Lj4zFr1izExMSgQYMGOHjwoPJL7EePHqn827x48QKjRo1CTEwMbG1t4enpib/++gu1atXSVxGIiIgKlcEG3vb29jA2Nla7KSvGXwOAs7Mz0tLSkJCQoNLqnX2cmbOzM06fPq1yDsW4tOxpNI1Vs7Ky0tjaDeQ+6YuVlRWA4jXpgK6wTlSxPtSxTtQZap2UKgWYmQFS5x8RMplq67W3d1mtxzo6At7eKmfL83UNtT4KSvYJRQ3J+PHjMX78eI37/vjjD5XPy5Ytw7JlywohV0RERIbJYANvU1NTNGrUCLdu3VLZfvv2bbi5uQEAPD09YWJigsjISPTu3RsAcOvWLTx69Eg5zqxp06b45ptvEBcXB0dHRwBAREQErKyslEF906ZN8csvv6hcJyIiItexanmd9KW4TDqgS6wTVawPdawTdYZYJzt3KoJuoEEDATVqSOt4BwQAHh4FO+mZIdZHQSkJZSQiIiru9Bp4Jycnq8xoev/+fVy8eBF2dnaoWLEipkyZgv79+6NVq1Zo27YtDh48iJ9//ln5Tbq1tTUCAgIQGBgIOzs7WFlZYcKECWjatCmaNGkCAOjQoQNq1aqFoUOHYtGiRYiJicHMmTMxbtw4ZeA8duxYrFy5ElOnToW/vz8OHz6MnTt34sCBA4VeJ0RERcWaNVnv164FvLz0lxciIiIiQ6bXwPvs2bNo27at8rOi67afnx82btyInj17IiwsDMHBwZg4cSKqV6+O3bt3o0WLFspjli1bBplMht69eyM1NRW+vr747rvvlPuNjIywf/9+fPzxx2jatCksLS3h5+eHuXPnKtNUqlQJBw4cwGeffYbQ0FBUqFAB69at41JiRERaXLgAnDkjvW/YEPD01G9+iIiIiAyZXgPvNm3aQHzLWjT+/v7w9/fXut/c3ByrVq3CqlWrtKZxc3NT60quKS8XLlzIPcNERARAauFWGD1a+3reRERERGTA63gTEZFhSkkBvv9eel+qFDBokH7zQ0RERGToGHgTEVG+7NwJKFa4GjgQ+G8hByIiIiLSgoE3ERHlS/ZJ1UaP1l8+iIiIiIoKBt5ERJRnly8DJ09K7+vVAxo10m9+iIiIiIoCBt5ERJRnnFSNiIiIKP8YeBMRUZ68egVs2SK9t7AABg/Wb36IiIiIigoG3kRElCc//ggkJkrv+/cHbGz0mh0iIiKiIoOBNxER5QknVSMiIiJ6Nwy8iYjora5dA06ckN7XqQM0aaLf/BAREREVJQy8iYjorbJPqjZqFCdVIyIiIsoPBt5ERJSr16+BzZul9+bmwJAh+s0PERERUVHDwJuIiHK1ezfw4oX0vm9fwM5Ov/khIiIiKmoYeBMRUa5yrt1NRERERPnDwJuIiLS6eRM4elR6X7Mm0Ly5fvNDREREVBQx8CYiIq04qRoRERHR+2PgTUREGr15A2zaJL03NQWGDdNvfoiIiIiKKgbeRESk0Z49wL//Su/79AHKltVvfoiIiIiKKgbeRESkESdVIyIiItINBt5ERKTm9m3gyBHpfbVqQKtW+s0PERERUVHGwJuIiNSsW5f1fvRoTqpGRERE9D4YeBMRkYrUVGDDBum9iQknVSMiIiJ6Xwy8iYhIxf/+Bzx7Jr3v1QtwcNBvfoiIiIiKOgbeRESkgpOqEREREekWA28iIgIAREcDY8cCv/8ufa5YEWjTRq9ZIiIiIioWGHgTERE2bABq1ADWrMna9vffwObN+ssTERERUXHBwJuIqISLjgZGjgTkckAUs7aLIhAQANy5o7+8ERERERUHDLyJiEq48HDty4UJArB+feHmh4iIiKi4YeBNRFTCPXig2tKdnShK+4mIiIjo3ek18D569Ci6du0KFxcXCIKAvXv3ak07duxYCIKAkJAQle3Pnz/H4MGDYWVlBRsbGwQEBCA5OVklzeXLl9GyZUuYm5vD1dUVixYtUjv/rl27UKNGDZibm6Nu3br45ZdfdFFEIiKD5+6uPfAWBGk/EREREb07vQbeKSkpqF+/PlatWpVruj179uDkyZNwcXFR2zd48GBcu3YNERER2L9/P44ePYrR2da/SUpKQocOHeDm5oZz585h8eLFmDNnDtZkm0Hor7/+wsCBAxEQEIALFy6gR48e6NGjB65evaq7whIRGSgfn9xbvAMCCjc/RERERMWNsT4v3qlTJ3Tq1CnXNE+ePMGECRPw22+/oUuXLir7bty4gYMHD+LMmTPw8vICAKxYsQKdO3fGkiVL4OLigq1btyItLQ3h4eEwNTVF7dq1cfHiRSxdulQZoIeGhqJjx46YMmUKAGDevHmIiIjAypUrERYWVgAlJyIyHCtXZr0XhKyXKErjuz089Jc3IiIiouJAr4H328jlcgwdOhRTpkxB7dq11fZHRUXBxsZGGXQDgI+PD2QyGU6dOoWePXsiKioKrVq1gqmpqTKNr68vFi5ciBcvXsDW1hZRUVEIDAxUObevr2+uXd9TU1ORmpqq/JyUlKTMs1wuV74XRVH5mVgnObE+1LFO1BVknfz+O7B3r9T5yd5exNChwNOnUvdyf38RHh7SbOeGpKT9jhhqOVetWoXFixcjJiYG9evXx4oVK9C4ceO3Hrd9+3YMHDgQ3bt3z/U+S0REVJwYdOC9cOFCGBsbY+LEiRr3x8TEwNHRUWWbsbEx7OzsEBMTo0xTqVIllTROTk7Kfba2toiJiVFuy55GcQ5NgoODERQUpLY9Pj4eb968ASA9LCUmJkIURchknMcOYJ3kxPpQxzpRV1B1kp4OTJhQFopRR199lYh+/d6opImL09nldKak/Y68fPlS31lQs2PHDgQGBiIsLAze3t4ICQmBr68vbt26pXZfzu7Bgwf4/PPP0bJly0LMLRERkf4ZbOB97tw5hIaG4vz58xC0rXOjR9OnT1dpJU9KSoKrqyscHBxgZWUFQHo4FAQBDg4OJeLhMC9YJ6pYH+pYJ+oKqk6WLwdu35bO5+0t4pNPrCCTWens/AWlpP2OmJub6zsLapYuXYpRo0ZhxIgRAICwsDAcOHAA4eHh+OKLLzQek5mZicGDByMoKAjHjh1DQkJCIeaYiIhIvww28D527Bji4uJQsWJF5bbMzExMnjwZISEhePDgAZydnRGXozkmIyMDz58/h7OzMwDA2dkZsbGxKmkUn9+WRrFfEzMzM5iZmaltl8lkKg+CgiCobSvpWCeqWB/qWCfqdF0n8fHAnDlZn1esEGBsbHhfcmpTkn5HDK2MaWlpOHfuHKZPn67cJpPJ4OPjg6ioKK3HzZ07F46OjggICMCxY8cKI6tEREQGw2AD76FDh8LHx0dlm6+vL4YOHar8hr1p06ZISEjAuXPn4OnpCQA4fPgw5HI5vL29lWlmzJiB9PR0mJiYAAAiIiJQvXp12NraKtNERkZi0qRJymtFRESgadOmBV1MIiK9mDkTSEyU3o8YATRqpN/8UNHx7NkzZGZmahyidfPmTY3HHD9+HOvXr8fFixfzfJ28zKVSVBWneQpYFsPEshgmlsUwFVYZ9Bp4Jycn486dO8rP9+/fx8WLF2FnZ4eKFSuibNmyKulNTEzg7OyM6tWrAwBq1qyJjh07YtSoUQgLC0N6ejrGjx+PAQMGKJceGzRoEIKCghAQEIBp06bh6tWrCA0NxbJly5Tn/fTTT9G6dWt8++236NKlC7Zv346zZ8+qLDlGRFRcnD8PrF0rvS9TBpg/X7/5oeLt5cuXGDp0KNauXQt7e/s8H5fbXCppaWm6zGKhK07zFLAshollMUwsi2FKVLREFDC9Bt5nz55F27ZtlZ8VY6b9/PywcePGPJ1j69atGD9+PNq1aweZTIbevXtj+fLlyv3W1tY4dOgQxo0bB09PT9jb22PWrFkqa303a9YM27Ztw8yZM/Hll1+iatWq2Lt3L+rUqaObghIRGQhRBCZOzFq3e9YsIJdRNURq7O3tYWRklOchWnfv3sWDBw/QtWtX5TZF64KxsTFu3bqFKlWqqB2X21wqNjY2OiqNfhSneQpYFsPEshgmlsUwZV/9qiDpNfBu06YNRMXTXx48ePBAbZudnR22bduW63H16tV763iyvn37om/fvnnOCxFRUbR9O3DihPS+WjUpCCfKD1NTU3h6eiIyMhI9evQAID2ARUZGYvz48Wrpa9SogStXrqhsmzlzJl6+fInQ0FC4urpqvE5e51IpqorTPAUsi2FiWQwTy2J4Civ/BjvGm4iIdCslBZgyJetzSAhQSF/ykp7duHED27dvx7Fjx/Dw4UO8evUKDg4OaNiwIXx9fdG7d2+NQa42gYGB8PPzg5eXFxo3boyQkBCkpKQo52AZNmwYypcvj+DgYJibm6v1IFO0WLNnGRERlRQMvImISojgYODJE+l9ly5Ap076zQ8VvPPnz2Pq1Kk4fvw4mjdvDm9vb/Ts2RMWFhZ4/vw5rl69ihkzZmDChAmYOnUqJk2alKcAvH///oiPj8esWbMQExODBg0a4ODBg8oJ1x49elTkW0CIiIh06Z0C7/T0dMTExCi/Mbezs9N1voiISIfu3QOWLJHem5gA2eaXpGKsd+/emDJlCn788cdcx0VHRUUhNDQU3377Lb788ss8nXv8+PEau5YDwB9//JHrsXmdx4WIiKi4yHPg/fLlS3z//ffYvn07Tp8+jbS0NIiiCEEQUKFCBXTo0AGjR49GI65JQ0RkcCZPBhQrM332GVC1qn7zQ4Xj9u3byqU0c9O0aVM0bdoU6enphZArIiKikidP/cCWLl0Kd3d3bNiwAT4+Pti7dy8uXryI27dvIyoqCrNnz0ZGRgY6dOiAjh07Ijo6uqDzTUREeRQRAezdK713dpbW8KaSIS9B9/ukJyIiorzJU4v3mTNncPToUdSuXVvj/saNG8Pf3x9hYWHYsGEDjh07hqpsTiEi0rv0dODTT7M+L1word1NJdOZM2dw5MgRxMXFKZf0Uli6dKmeckVERFT85Snw/uGHH/J0MjMzM4wdO/a9MkRERLrz3XfAjRvSe29vYMgQ/eaH9Gf+/PmYOXMmqlevDicnJwiCoNyX/T0RERHpXr4nV4uPj4eDg4PGfVeuXEHdunXfO1NERPT+4uOB2bOzPi9fDnCi6ZIrNDQU4eHhGD58uL6zQkREVOLk+xGsbt26OHDggNr2JUuWoHHjxjrJFBERvbvoaGD6dKBpUyAxUdo2YgTAP9Elm0wmQ/PmzfWdDSIiohIp34F3YGAgevfujY8//hivX7/GkydP0K5dOyxatAjbtm0riDwSEVEebdgA1KgBLF4M3L2btb1+ff3liQzDZ599hlWrVuk7G0RERCVSvruaT506Fe3bt8fQoUNRr149PH/+HN7e3rh8+TKcnZ0LIo9ERJQH0dHAyJFAjjmzAACBgUCXLoCHR+HniwzD559/ji5duqBKlSqoVauW2gzmP/30k55yRkREVPy902g/Dw8P1KlTBw8ePEBSUhL69+/PoJuISM/CwwFtc2QJArB+feHmhwzLxIkTceTIEVSrVg1ly5aFtbW1youIiIgKTr5bvE+cOIEhQ4bAzs4Oly9fxokTJzBhwgT88ssvCAsLg62tbUHkk4iI3uLBA0AUNe8TRWk/lVybNm3C7t270aVLF31nhYiIqMTJd4v3hx9+iP79++PkyZOoWbMmRo4ciQsXLuDRo0ec0ZyISI8qVNDczRyQWrzd3Qs1O2Rg7OzsUKVKFX1ng4iIqETKd+B96NAhLFiwQGVsWJUqVXDixAmMGTNGp5kjIqK8e/5c+z5RBAICCi8vZHjmzJmD2bNn49WrV/rOChERUYmT767mrVu31rhdJpPhq6++eu8MERFR/kVGSmO8FYyMpGBbEKSf69dzYrWSbvny5bh79y6cnJzg7u6uNrna+fPn9ZQzIiKi4i/fgffcuXNz3T9r1qx3zgwREeXfixeAn1/W5+nTs8Z0u7tLLd0MuqlHjx76zgIREVGJle/Ae8+ePSqf09PTcf/+fRgbG6NKlSoMvImICpEoAmPHAk+eSJ/btQO+/hqQvdOaFVSczZ49W99ZICIiKrHyHXhfuHBBbVtSUhKGDx+Onj176iRTRESUN1u3Ajt3Su9tbYGNGxl0U/6cPHkSY8aMwaVLl/SdFSIiomIr34G3JlZWVggKCkLXrl0xdOhQXZySiIje4sEDYNy4rM//93/SzOZEmshkMghaFnp3c3Mr5NwQERGVLDoJvAEgMTERiYmJujodERHlIjMTGDYMSEqSPg8bBvTtq988kWHLOVQsMzMTd+/eRWhoKBYuXKinXBEREZUM+Q68ly9frvJZFEX8888/2LJlCzp16qSzjBERkXaLFwPHjknv3d2BFSv0mh0qArp3765xe4MGDTB69Gj05Tc3REREBSbfgfeyZctUPstkMjg4OMDPzw/Tp0/XWcaIiEiz8+cBxeqNMhmweTNgZaXfPFHRVblyZTx79kzf2SAiIirW8h14379/vyDyQUREefDqFTB4MJCRIX3+4gugZUv95omKrtTUVCxduhSffPKJvrNCRERUrOlsjDcRERW8qVOBmzel956eAFeIoryytbVVm1zt5cuXyMzMhI2NDdauXavc/vz588LOHhERUbGWp8C7V69eeT7hTz/99M6ZISIi7X75BVi1SnpvYQF8/z1gaqrfPFHRERISou8sEBERlVh5Crytra0LOh9ERJSLZ88EjByZ1Vr57bdAjRp6zBAVOX5+fvrOAhERUYmVp8C7Z8+e6NixI0zZtEJEVKiio4F16wRs3myP2Fgp8O7cGRg7Vs8ZoyLh0aNHqFixYp7TP3nyBOXLly/AHBEREZVMsrwk6tmzp3KNbiMjI8TFxenk4kePHkXXrl3h4uICQRCwd+9e5b709HRMmzYNdevWhaWlJVxcXDBs2DA8ffpU5RzPnz/H4MGDYWVlBRsbGwQEBCA5OVklzeXLl9GyZUuYm5vD1dUVixYtUsvLrl27UKNGDZibm6Nu3br45ZdfdFJGIqJ3tWGD1Kq9ZAkQE2Ok3N6hA5BjqC6RRo0aNcKYMWNw5swZrWkSExOxdu1a1KlTB7t37y7E3BEREZUceQq8HRwccPLkSQDSut05J2d5VykpKahfvz5WKQYtZvPq1SucP38eX331Fc6fP4+ffvoJt27dQrdu3VTSDR48GNeuXUNERAT279+Po0ePYvTo0cr9SUlJ6NChA9zc3HDu3DksXrwYc+bMwZo1a5Rp/vrrLwwcOBABAQG4cOECevTogR49euDq1as6KScRUX5FRwMjRwJyOSCXq/7NDQwE7tzRU8aoSLl+/TosLS3Rvn17ODs7o0uXLhg1ahQmTJiAIUOG4IMPPoCjoyPCw8OxaNEiTJw4Ud9ZJiIiKpby1NV87Nix6N69OwRBgCAIcHZ21po2MzMzzxfv1KkTOnXqpHGftbU1IiIiVLatXLkSjRs3Vnadu3HjBg4ePIgzZ87Ay8sLALBixQp07twZS5YsgYuLC7Zu3Yq0tDSEh4fD1NQUtWvXxsWLF7F06VJlgB4aGoqOHTtiypQpAIB58+YhIiICK1euRFhYWJ7LQ0SkK+Hh2lu1BQFYvx4IDi7cPFHRU7ZsWSxduhTffPMNDhw4gOPHj+Phw4d4/fo17O3tMXjwYPj6+qJOnTr6zioREVGxlqfAe86cORgwYADu3LmDbt26YcOGDbCxsSngrKlLTEyEIAjKa0dFRcHGxkYZdAOAj48PZDIZTp06hZ49eyIqKgqtWrVSGZ/u6+uLhQsX4sWLF7C1tUVUVBQCAwNVruXr66vS9T2n1NRUpKamKj8nJSUBAORyOeRyufK9KIrKz8Q6yYn1oY51Ijl5UoD0PaZ69C2KIu7fB+RysdDzZQhK2u+ILsppYWGBPn36oE+fPjrIEREREeVXntfxrlGjBmrUqIHZs2ejb9++KFWqVEHmS82bN28wbdo0DBw4EFZWVgCAmJgYODo6qqQzNjaGnZ0dYmJilGkqVaqkksbJyUm5z9bWFjExMcpt2dMozqFJcHAwgoKC1LbHx8fjzZs3AKSHpcTERIiiCJksT736iz3WiSrWhzrWCbBpkwX+/NMKmoJuQGrxdnBIQVxcssb9xV1J+x15+fKlvrNARERE7ynPgbfC7NmzCyIfuUpPT0e/fv0giiJWr15d6NfXZPr06Sqt5ElJSXB1dYWDg4PyiwG5XA5BEODg4FAiHg7zgnWiivWhriTXSUYGMHmygJUrswfcIlQDcBGiCEyYUAqOjoX7BaihKGm/I+bm5vrOAhEREb2nPAXeHTt2xJw5c9CkSZNc0718+RLfffcdSpcujXHjxukkg4qg++HDhzh8+LAyqAUAZ2dntRnWMzIy8Pz5c+U4dGdnZ8TGxqqkUXx+W5rcxrKbmZnBzMxMbbtMJlN5EBQEQW1bScc6UcX6UFcS6yQxEejfH/jtt6xtnToBv/0mQBCkYFsQAFEUsH49UK1ayZ7WvCT9jpSEMhIRERV3eQq8+/bti969e8Pa2hpdu3aFl5cXXFxcYG5ujhcvXuD69es4fvw4fvnlF3Tp0gWLFy/WSeYUQXd0dDSOHDmCsmXLquxv2rQpEhIScO7cOXh6egIADh8+DLlcDm9vb2WaGTNmID09HSYmJgCAiIgIVK9eHba2tso0kZGRmDRpkvLcERERaNq0qU7KQUSUm3v3gK5dgevXpc8mJkBYGODvL81evm4dcOvWG1Svbo6RIwEPD/3ml4iIiIjyJ0+Bd0BAAIYMGYJdu3Zhx44dWLNmjXJdb0EQUKtWLfj6+uLMmTOoWbNmni+enJyMO9nWxLl//z4uXrwIOzs7lCtXDn369MH58+exf/9+ZGZmKsdc29nZwdTUFDVr1kTHjh0xatQohIWFIT09HePHj8eAAQPg4uICABg0aBCCgoIQEBCAadOm4erVqwgNDcWyZcuU1/3000/RunVrfPvtt+jSpQu2b9+Os2fPqiw5RkRUEI4dA3r1Ap49kz7b2QE//QS0bi199vAA5s8XEReXCEdHM8hkJbulm4iIiKgoyvMYbzMzMwwZMgRDhgwBIM0w/vr1a5QtW1bZkpxfZ8+eRdu2bZWfFWOm/fz8MGfOHOzbtw8A0KBBA5Xjjhw5gjZt2gAAtm7divHjx6Ndu3aQyWTo3bs3li9frkxrbW2NQ4cOYdy4cfD09IS9vT1mzZqlstZ3s2bNsG3bNsycORNffvklqlatir1793J5FSIqUJs2AaNGAenp0ucaNYD9+4EqVfSbLyqeUlNTcerUKTx8+BCvXr2Cg4MDGjZsqDYBKREREelevidXU7C2toa1tfV7XbxNmzYQRe3L4eS2T8HOzg7btm3LNU29evVw7NixXNP07dsXffv2fev1iIjel1wOfPklsHBh1rb27YGdOwE9rNRIxdyJEycQGhqKn3/+Genp6bC2toaFhQWeP3+O1NRUVK5cGaNHj8bYsWNRpkyZPJ931apVWLx4MWJiYlC/fn2sWLECjRs31pj2p59+wvz583Hnzh2kp6ejatWqmDx5MoYOHaqrYhIRERk0zthCRFQIoqOB6dOBvn2llu3sQfcnnwC//MKgm3SvW7du6N+/P9zd3XHo0CG8fPkS//77Lx4/foxXr14hOjoaM2fORGRkJKpVq4aIiIg8nXfHjh0IDAzE7Nmzcf78edSvXx++vr5qE54q2NnZYcaMGYiKisLly5cxYsQIjBgxAr9ln02QiIioGHvnFm8iIsqbDRuAkSOlWckzM7O2CwKwYgWgo0UgiNR06dIFu3fv1jokrHLlyqhcuTL8/Pxw/fp1/PPPP3k679KlSzFq1CiMGDECABAWFoYDBw4gPDwcX3zxhVp6xfAwhU8//RSbNm3C8ePH4evrm79CERERFUFs8SYiKkDR0VLQLZerBt0KjDmoII0ZMwYmJibIzMzE0aNHkZCQoDVtrVq10K5du7eeMy0tDefOnYOPj49ym0wmg4+PD6Kiot56vCiKiIyMxK1bt9CqVas8lYOIiKioY4s3EVEBWrkS0DZdhUwGrF8PBAcXbp6o5DEyMkKHDh1w48YN2LznmIZnz54hMzMTTk5OKtudnJxw8+ZNrcclJiaifPnySE1NhZGREb777ju0b99ea/rU1FSkpqYqPyclJQEA5HI55HL5e5VB3+RyOURRLPLlAFgWQ8WyGCaWxTAVVhnyHXj7+fkhICCA31ITEeVCFIHNm6X1uLUF3qIIPHhQqNmiEqxOnTq4d++e3mYxL1OmDC5evIjk5GRERkYiMDAQlStXVuuGrhAcHIygoCC17fHx8UhLSyvg3BYsuVyOxMREiKIImaxodz5kWQwTy2KYWBbDpFgmu6DlO/BOTEyEj48P3NzcMGLECPj5+aF8+fIFkTcioiLpzh1gzBjg8OHc0wkC4O5eKFkiwtdff43PP/8c8+bNg6enJywtLVX2W1lZ5ek89vb2MDIyQmxsrMr22NhYODs7az1OJpPBw8MDgLRM6I0bNxAcHKw18J4+fbpymVFAavF2dXWFg4PDe7fa65tcLocgCHBwcCjyD6wsi2FiWQwTy2KYTE1NC+U6+Q689+7di/j4eGzZsgWbNm3C7Nmz4ePjg4CAAHTv3v2d1/QmIirq0tOBb78FgoKAN2/enl4UgYCAgs8XEQB07twZgDTTuSAIyu2iKEIQBGRqmoRAA1NTU3h6eiIyMhI9evQAID2ARUZGYvz48XnOj1wuV+lKnpOZmRnMzMzUtstksiL/kAcAgiCwLAaIZTFMLIthKi5lKaz8v9MYbwcHBwQGBiIwMBDnz5/Hhg0bMHToUJQuXRpDhgzBJ598gqpVq+o6r0REOhMdDYSHS1293d0Bf3/gff5snToFjBoFXLmSta1iRWD1aiAuTgqwBUEKthU/168H/msAJCpwR44c0dm5AgMD4efnBy8vLzRu3BghISFISUlRznI+bNgwlC9fHsH/TWAQHBwMLy8vVKlSBampqfjll1+wZcsWrF69Wmd5IiIiMmTvNbnaP//8g4iICERERMDIyAidO3fGlStXUKtWLSxatAifffaZrvJJRKQz2Zf3UgTCixZJgfDw4bkfmzNg79cP2LhRWhZMMZZbJgM+/RSYOxcoXVra1qKFdH7FcQEBDLqpcLVu3Vpn5+rfvz/i4+Mxa9YsxMTEoEGDBjh48KBywrVHjx6ptCCkpKTgk08+wePHj2FhYYEaNWrg+++/R//+/XWWJyIiIkMmiKK2aX80S09Px759+7BhwwYcOnQI9erVw8iRIzFo0CDl+LA9e/bA398fL168KJBMG6KkpCRYW1sjMTFRWQ9yuRxxcXFwdHQs8l0wdIV1oor1oa6g6yQ6GqhRQ1reKydBAP73P6BpU6BsWelzdjkDdim/qmkaNADWrgW8vHSXZ/6eqCpp9aHp/pJXjx49QsWKFfOc/smTJwY7b4uiHl68eFEsxngXl99hlsUwsSyGiWUxTAkJCbC1tX2n+2x+5LvFu1y5cpDL5Rg4cCBOnz6NBg0aqKVp27Ztkb8pElHRkVu3cbkcuHVL6gp+8iSwZ4/moBuQgulu3aT3ZmZA+fLSq0IFoFQp6Rravqo0MwO+/hqYNAkw5kKNZCAaNWqEHj16YOTIkWjUqJHGNImJidi5cydCQ0MxevRoTJw4sZBzSUREVPzl+/Fw2bJl6Nu3L8zNzbWmsbGxwf37998rY0REeaGp2/jChUDXrtIEZ6dOAe+ySkRqKnDvnvTKixEjgM8/z/91iArS9evX8c0336B9+/YwNzeHp6cnXFxcYG5ujhcvXuD69eu4du0aPvjgAyxatEg5ARsRERHpVr4D727duuHVq1dqgffz589hbGxcoM3zRETZRUdLQbemFux9+/J/PkEA6tYFXFyAx4+BJ0+AvIyYkcmAhIT8X4+ooJUtWxZLly7FN998gwMHDuD48eN4+PAhXr9+DXt7ewwePBi+vr6oU6eOvrNKRERUrOU78B4wYAC6du2KTz75RGX7zp07sW/fPvzyyy86yxwRUW7mz9fe9VvB2Rlo0gTw9pZ+2tgAnp7ax3jv3q066dmrV1IAPns2sGOH9uO4HjcZMgsLC/Tp0wd9+vTRd1aIiIhKpHyPhD916hTatm2rtr1NmzY4deqUTjJFRJSbK1eAXr2k2cS1Bd6CIHU3f/pUGtf9xRdAmzbS5Gfr10ut1EZGqj81Le9VqpQ0XjwoSHt+uB43EREREeUm3y3eqampyMjIUNuenp6O169f6yRTRESa3LoFzJkjtTy/raVbJgNq11afmRyQlgzL7/JeVatK6bkeNxVVKSkpWLBgASIjIxEXFwd5ju4b9/I6oQERERHlW74D78aNG2PNmjVYsWKFyvawsDB4enrqLGNERAr37klrYm/ZotrV28EBePZMcxD+tlZoDw8gODh/+XiXgJ3IUIwcORJ//vknhg4dinLlykHQ9K0UERERFYh8B95ff/01fHx8cOnSJbRr1w4AEBkZiTNnzuDQoUM6zyARlRzR0cD69QJu3bJG9eoCOncGtm2TAt3sHW0cHKSu4x9/LLV+F2Yr9LsE7ESG4Ndff8WBAwfQvHlzfWeFiIioxMl34N28eXNERUVh8eLF2LlzJywsLFCvXj2sX78eVRUL5xIR5ZPqsmDmEEVpWbDsbG2BKVOACROA0qWlbWyFJsobW1tb2NnZ6TsbREREJVK+A28AaNCgAbZu3arrvBBRCaW6LJh691dLS2mN7M8+A6yt1Y9nKzTR282bNw+zZs3Cpk2bUKpUKX1nh4iIqER5p8BbLpfjzp07GidnadWqlU4yRkQlR3i45knQAGn7yJHSpGpElD8NGzZUGct9584dODk5wd3dHSYmJippz58/X9jZIyIiKjHyHXifPHkSgwYNwsOHDyHmmNFIEARkZmbqLHNEVPyJIhAZCWj70yEIQGxs4eaJqLjo0aOHvrNAREREeIfAe+zYsfDy8sKBAwc4KyoRvZekJGD0aODMGe1pBEEat01E+Td79mx9Z4GIiIjwDoF3dHQ0fvzxR3hw5iIieg9nzwL9+0tLheXmbcuCEREREREZOll+D/D29sadO3cKIi9EVAKIIhASAjRrlhV0W1sD48YBMhlgZCRCJhP/+1lwy4IRERERERWWfLd4T5gwAZMnT0ZMTAzq1q2rNjlLvXr1dJY5Iipe/v0XGDEC+PnnrG3e3sAPPwCVKgGTJgHr1gG3br1B9ermGDmSQTcRERERFX35Drx79+4NAPD391duEwQBoihycjUi0ur4cWDgQODx46xtU6YA33wDKL6/8/AA5s8XEReXCEdHM8hknEOCiIiIiIq+fAfe9+/fL4h8EFExEh0tLRH24AFQsSKQlgasWJE1c7m9PbB5M9Cpk16zSVSizJ07F59//rnaGt6vX7/G4sWLMWvWLD3ljIiIqPjL9xhvNze3XF/5cfToUXTt2hUuLi4QBAF79+5V2S+KImbNmoVy5crBwsICPj4+iI6OVknz/PlzDB48GFZWVrCxsUFAQACSk5NV0ly+fBktW7aEubk5XF1dsWjRIrW87Nq1CzVq1IC5uTnq1q2LX375JV9lISLJhg1AjRrA4sXAzp3Sz5CQrKC7TRvg0iUG3USFLSgoSO3+CACvXr1CUFCQHnJERERUcuQ78AaALVu2oHnz5nBxccHDhw8BACEhIfjf//6Xr/OkpKSgfv36WLVqlcb9ixYtwvLlyxEWFoZTp07B0tISvr6+ePPmjTLN4MGDce3aNURERGD//v04evQoRo8erdyflJSEDh06wM3NDefOncPixYsxZ84crFmzRpnmr7/+wsCBAxEQEIALFy6gR48e6NGjB65evZqv8hCVdNHRwMiRgFwuBdpyuTSZmsKECcDvvwMuLvrLI1FJpRgSltOlS5dgZ2enhxwRERGVHPkOvFevXo3AwEB07twZCQkJyjHdNjY2CAkJyde5OnXqhK+//ho9e/ZU2yeKIkJCQjBz5kx0794d9erVw+bNm/H06VNly/iNGzdw8OBBrFu3Dt7e3mjRogVWrFiB7du34+nTpwCArVu3Ii0tDeHh4ahduzYGDBiAiRMnYunSpcprhYaGomPHjpgyZQpq1qyJefPm4YMPPsDKlSvzWz1EJVp4uLTutiYyGWBpCRgZFW6eiEo6W1tb2NnZQRAEVKtWDXZ2dsqXtbU12rdvj379+uk7m0RERMVavsd4r1ixAmvXrkWPHj2wYMEC5XYvLy98/vnnOsvY/fv3ERMTAx8fH+U2a2treHt7IyoqCgMGDEBUVBRsbGzg5eWlTOPj4wOZTIZTp06hZ8+eiIqKQqtWrWBqaqpM4+vri4ULF+LFixewtbVFVFQUAgMDVa7v6+ur1vU9u9TUVKSmpio/JyUlAQDkcjnkcrnyvSiKys/EOsmpONXHuXPAxo0CMjO1TYgm4v59QC4XteyXFKc60RXWiaqSVh/vW86QkBCIogh/f38EBQXB2tpauc/U1BTu7u5o2rTp+2aTiIiIcvFOk6s1bNhQbbuZmRlSUlJ0kikAiImJAQA4OTmpbHdyclLui4mJgaOjo8p+Y2Nj2NnZqaSpVKmS2jkU+2xtbRETE5PrdTQJDg7WOCYuPj5e2RVeLpcjMTERoihCJnunXv3FDutEVXGojxs3jLF4cWn8+qt5rukEAXBwSEFcnPoY0+yKQ53oGutEVUmrj5cvX77X8X5+fgCASpUqoVmzZmrLgBIREVHBy3fgXalSJVy8eFFtIrWDBw+iZs2aOsuYoZs+fbpKK3lSUhJcXV3h4OAAKysrANLDoSAIcHBwKBEPh3nBOlFVlOvj9m0gKEjAjh2AKGZv5Va0aKtuE0VgwoRScHRUnVE5p6JcJwWFdaKqpNWHuXnuX2rlVevWrSGXy3H79m3ExcWptaS3atVKJ9chIiIidfkOvAMDAzFu3Di8efMGoiji9OnT+OGHHxAcHIx169bpLGPOzs4AgNjYWJQrV065PTY2Fg0aNFCmiYuLUzkuIyMDz58/Vx7v7OyM2NhYlTSKz29Lo9iviZmZGczMzNS2y2QylQdBQRDUtpV0rBNVhlwf2ZcFc3cH/P0BY2Ng7lxpObDsz+3lygEzZwImJgLGjpVauEVR8VPA+vVAtWp5W5fbkOtEX1gnqkpSfeiqjCdPnsSgQYPw8OFDiKLqkA9BEJRzthAREZHu5TvwHjlyJCwsLDBz5ky8evUKgwYNgouLC0JDQzFgwACdZaxSpUpwdnZGZGSkMtBOSkrCqVOn8PHHHwMAmjZtioSEBJw7dw6enp4AgMOHD0Mul8Pb21uZZsaMGUhPT1d2r4uIiED16tVha2urTBMZGYlJkyYprx8REcExb1SibdggzVCePYBeuFD6mT3gtrcHpk8HPv4YsLCQtrVtC6xfnxWwBwQAHh76KAURKYwdOxZeXl44cOAAypUrp3GGcyIiIioY+Q68AWkJr8GDB+PVq1dITk5WG2edV8nJybhz547y8/3793Hx4kXY2dmhYsWKmDRpEr7++mtUrVoVlSpVwldffQUXFxf06NEDAFCzZk107NgRo0aNQlhYGNLT0zF+/HgMGDAALv+tVzRo0CAEBQUhICAA06ZNw9WrVxEaGoply5Ypr/vpp5+idevW+Pbbb9GlSxds374dZ8+eVVlyjKgkyb4sWE6KhjIbG2DKFGDiRKB0adU0Hh5AcHCBZ5OI8iE6Oho//vgjPPgtGBERUaF7p8BboVSpUihVKvfxmrk5e/Ys2rZtq/ysGDPt5+eHjRs3YurUqUhJScHo0aORkJCAFi1a4ODBgyrj3bZu3Yrx48ejXbt2kMlk6N27N5YvX67cb21tjUOHDmHcuHHw9PSEvb09Zs2apbLWd7NmzbBt2zbMnDkTX375JapWrYq9e/eiTp0671w2oqJKFIEFC1TX386pWTPgwAEp+CaiosHb2xt37txh4E1ERKQHeQq8P/jgA0RGRsLW1hYNGzbMtXva+fPn83zxNm3aqI0zy04QBMydOxdz587VmsbOzg7btm3L9Tr16tXDsWPHck3Tt29f9O3bN/cMExVhmsZrV60q7cvMBKKigD17gL17gXv3tJ9HJgMqVmTQTVQUXL58Wfl+woQJmDx5MmJiYlC3bl212c3r1atX2NkjIiIqMfIUeHfv3l05kZiimzcRFR2axmsvWgR8+imQnAz8739AjnkKtRIEKXAnIsPXoEEDCIKg8iW3v7+/8r1iHydXIyIiKlh5Crxnz56t8T0RGb7cxmtnm+pAycgIaNwYOHlSc3dzUZQmSyMiw3f//n19Z4GIiIjwDmO8z5w5ozJruMKpU6dgZGQELy8vnWWOiN5feLjUSp0bCwvA1xfo2RP46CPAzg7YuFEKsFWXBZNmK+cQUaKiwc3NTd9ZICIiIrxD4D1u3DhMnTpVLfB+8uQJFi5ciFOnTuksc0T0fp48AXbvlsZwayIIQPPmwG+/ATnnSRw+HGjRgsuCERUX+/bt07hdEASYm5vDw8MDlSpVKuRcERERlQz5DryvX7+ODz74QG17w4YNcf36dZ1kiojez5Mn0szka9cCqana08lkUnCtbXECLgtGVHz06NFDbbw3oDrOu0WLFti7dy9sbW31lEsiel/R0cD69QJu3bJG9eoCAgKyJlMlIv2R5fcAMzMzxMbGqm3/559/YGz8XquTEdF7evIEmDABqFwZWLky96Ab4HhtopIkIiICjRo1QkREBBITE5GYmIiIiAh4e3tj//79OHr0KP799198/vnn+s4qEb2jDRuAGjWAJUuAffvMsWSJ9HnjxoK9bnQ0MH06MHCg9DM6umCvR1QU5TtS7tChA6ZPn47//e9/sLa2BgAkJCTgyy+/RPv27XWeQSJSpWlZMAuLrBbutLSstKVKAePHAxUqAJMmcbw2UUn26aefYs2aNWjWrJlyW7t27WBubo7Ro0fj2rVrCAkJUZn1nIiKDtXJVFUndwkIAMqWBapXl54ZzM2lnxYW0qSq70Pbyinr10vD1ohIku/Ae8mSJWjVqhXc3NzQsGFDAMDFixfh5OSELVu26DyDRJRF081t4UKpy3j2cdyWllLAPXky4OAgbevUieO1iUqyu3fvwsrKSm27lZUV7t27BwCoWrUqnj17lqfzrVq1CosXL0ZMTAzq16+PFStWoHHjxhrTrl27Fps3b8bVq1cBAJ6enpg/f77W9ESknSgC8fHArVvS6/Zt6efx45pXMAGk7d26ad5nYpIVhL/tlT1gt7CQliRdvFjzKigBAdJwNj5rEEnyHXiXL18ely9fxtatW3Hp0iVYWFhgxIgRGDhwIExMTAoij0SE3JcFUwTdmgJuBY7XJirZPD09MWXKFGzevBkO//2BiI+Px9SpU9GoUSMAQHR0NFxdXd96rh07diAwMBBhYWHw9vZGSEgIfH19cevWLTg6Oqql/+OPPzBw4EA0a9YM5ubmWLhwITp06IBr166hfPnyui0okQHR1Estr+OtX78G7tzJCrCzB9oJCbrLY3q69EpK0t05ASkYHzsWmDsXaNhQCtSJSrJ3GpRtaWmJ0aNH6zovRJSLNWty39+kCfDzz4C9feHkh4iKlvXr16N79+6oUKGCMrj++++/UblyZfzvf/8DACQnJ2PmzJlvPdfSpUsxatQojBgxAgAQFhaGAwcOIDw8HF988YVa+q1bt6p8XrduHXbv3o3IyEgMGzbsfYtGZJDy0gVbLgceP1Zvvb51C3j0SHNLsjaK62jj6gqULy8NSVO80tOzfuZ8aWs9zytRBCIjpZeREVCnDtCoUdarTh2ptZ2opMhT4L1v3z506tQJJiYmWpcjUeimrR8LEeWbKAJnzkiToqxbp/0mKJNJ36Qz6CYibapXr47r16/j0KFDuH37tnJb+/btIZNJc6326NHjredJS0vDuXPnMH36dOU2mUwGHx8fREVF5Skvr169Qnp6Ouzs7LSmSU1NRWq2GSKT/muOk8vlkL9vRKBncrkcoigW+XIALIs2Ui81AXK5kGOPCH9/YMcO4J9/pED79eucaXJnYyPCyQkoVw6oUEGEmxvg5iYFy+PHC/8F39nPKUIQgBkzRJQrl/frZGZKk7RmD9TT0qRtildEhICzZwFRzL0MmZnApUvSa906aZuZmYgGDQAvL8DLS0SjRtIYdFmOqZ/5O2aYiltZCkOeAu8ePXogJiYGjo6Oud6UBUFAprYFg4lIRW7LfTx5Anz/PbBpE3DjxtvPJQhS4E1ElBuZTIaOHTuiY8eO73yOZ8+eITMzE05OTirbnZyccPPmzTydY9q0aXBxcYGPj4/WNMHBwQgKClLbHh8fj7Tss0gWQXK5HImJiRBFUfmlR1HFsmi2cmVpAJYa9kiB8cGDuR9vYSGHk1MGnJ0zUb58BlxdM1CxYiYqVMiAmZn24yZMsMCKFVYQhKymb1EEJkxIQrlyr/NVBiMjaZJWbUuOAoCrqxHOnrUHIEJTsN+vXzJiYoxw964JnjwxVgnQU1MFnDoFnDoF5bGlS8tRr1466tfPQIMG6WjQIB3ly6cjKUn93+XePSP88IMFHj82QoUKmRg48DUqVzbsOIT/XwxTYmJioVwnT4F39m8BisO3GkT6ptr9zByCIE1OMnq0NA7s0CH11m1zc+DNG83n47JgRKTJ8uXLMXr0aJibm2P58uW5pp04cWKh5GnBggXYvn07/vjjD5ibm2tNN336dAQGBio/JyUlwdXVFQ4ODrCxsSmEnBYcuVwOQRDg4OBQ5B9YWRZVT54A27YBW7Zoau1WJZOJKFsWcHICXFxUW69tbABBMIb0qJ5LpJ1Du3ZArVoiIiKAuLhUODqaoX17oFy5MgDKvFOZcuPiAkyYIGLFCkFDsC+iXbusLx/evBFx/76ImzeBmzcF3L0LxMer1lFysgx//WWGv/7KKrO9vYi6de3QrJkpGjWSWsgPHgRGjxZUuvF/950l1q4VDXomdf5/MUympqaFcp08Bd52dna4ffs27O3t4e/vj9DQUJQpo/v/vERFVX4mT8ltuY+wMPX0rVpJY8H69AF275YCbC4LRkR5sWzZMgwePBjm5uZYtmyZ1nSCIOQ58La3t4eRkRFiY2NVtsfGxsLZ2TnXY5csWYIFCxbg999/R7169XJNa2ZmBjMNTXsymazIP+QBUp2zLIbnXcry8iXw00/Ali3A4cNvH5ctCICPD/DxxwKMVZ7E89flXBsXF2DYMDmARACOEISC/Xfx8QFq1cJ/wT7g6Ai0bw+4uKiWx8JCSlerVta25GTpuejGDanb/b176hPHPXsm4MgRcxw58va8jBoloFUrw34mKun/XwxRYeU/T4F3WloakpKSYG9vj02bNmHhwoUMvIn+87bJUzIygL//Bu7elWYn3bDh7Tdld3fAzw8YNgyoXDlr+/Dh0tIcXBaMiPLi/v37Gt+/D1NTU3h6eiIyMlI5/EwulyMyMhLjx4/XetyiRYvwzTff4LfffoOXl5dO8kKkLxkZ0qRhmzcDe/cCr17l7/jevZEj6C7aXFyk55b8Kl1amvH8vxWKAQAvXkhBuCIYv39fREpK3r+UWLtWWmqVyNDk6b9806ZN0aNHD3h6ekIURUycOBEWWtYECA8P12kGiQxZbkt8jRgBzJkjdTvLyMjb+QQBaNtW+tZY25dvXBaMiN5HWloa7t+/jypVqsD4HZ/8AwMD4efnBy8vLzRu3BghISFISUlRznI+bNgwlC9fHsH//bFauHAhZs2ahW3btsHd3R0xMTEAgNKlS6N06dK6KRhRARNFaXKwLVuk7uT//RqrKFsWaNYM6NhRChqXL5fu7dnPMXGiFKiSZra2gLe39AIAuVxEXNwz3L5dFjduyHD0qNTLQBO5XKrz1FSgf39pxRdBNx0JiN5bnu6433//PZYtW4a7d+8CkAagv9E22JSoCMtLl3G5XEp39iwQEpL7chsPH+bv+jIZ0Lix9qCbiOhdvXr1ChMmTMCmTZsAALdv30blypUxYcIElC9fXuMyYNr0798f8fHxmDVrFmJiYtCgQQMcPHhQOeHao0ePVLrurV69GmlpaejTp4/KeWbPno05c+a8f+GICtCTJ8DWrVLAffWq+n4LC8DTE+jQAahfPyvQc3UFatbU1AW7cPNf1AkC4OSUCScnafiduTmwZ4/25683b4DQUOnl5gb06ycF4R98wCCc9EsQxfysEAhUqlQJZ8+eRdmyZQsqT0VSUlISrK2tkZiYCCsrKwBS17u4uDg4OjoW+bEPumLIdaKpy7goAgsWSEH4mTNSsH3uHPDfqjZvZWQE1K4ttVJXqSK9zMyk7uGabhgymbR2Z0nuOm7IvyP6wjpRVdLqQ9P95V18+umnOHHiBEJCQtCxY0dcvnxZuYb3nDlzcOHCBR3mWvcU9fDixYtiMblacfkdLq5lSUmR5TpuW3F/b9sWaNkSKKS5mfJMFOUA4lAYY7wLWs6yPH0KfPyx9mF7MpnmZywPDykAHzBAWkNcH4rr/5eiXpaEhATY2tq+9332bfI9uVrbtm0LbeY3osKSW5fxqVPf7ZxGRsDnn0uBuybSJGlitiBf4CRpRFRg9u7dix07dqBJkyYQsjX71K5dW9mjjagky8gAjhwxxc8/C/jf/zSP23Z3l1pdfXykmcep8Lm4SN31tXXj9/YGoqKAP/4Arl3Lera7cwf45hvpVatWVhBerZpeikElECdXoxJPFKU/wnnt+1G+PJTLWbi4aA/YRVHap4likrR164Bbt96genVzjBzJoJuICk58fDwcHR3VtqekpKgE4kTFlabhZB4e2cdtC4iJsVM7Lvu4bVfXQs82adCuXe7d+Nu3l15JScDx41IQfutW1rPe9evA7NnSq0EDKQDv1w+oVElfJaKSgJOrUYn15Anw/ffSjKTXr+eetnZtqeXa0xMoV051nyC82xJfHh7A/Pki4uIS4ehoBpmMD75EVHC8vLxw4MABTJgwAQCUwfa6devQtGlTfWaNqMBpGk62cKEUqD15okiVdR8uVUq657dvrzpumwxHXmZSt7ICOneWXs+fZwXhd+5kpbl4UXp98YXUWt6/P9C3L1ChQgFmnkqkfE+uJggCJ1cjg6dtkrSUFGnZj02bgN9/z1srt5ER0LUr8NFHmvdziS8iKgrmz5+PTp064fr168jIyEBoaCiuX7+Ov/76C3/++ae+s0dUYHIbTpYVdANGRiLq1UtF69amaNFCZnDjtun92NkB3bpJr/h44OhR4M8/pWc3hVOnpFdgoDR2v39/oE8f4L95I/M0CS+RNpxcTUc4uVreFEadaJskrVkz6RvN5GT1Y7y8pEnTNP1vKMgJz/g7oo51oo51oqqk1YeuJlcDgLt372LBggW4dOkSkpOT8cEHH2DatGmoW7eujnJbcDi5mmEy9LK8eQMMGiR96a7tidfaGujeHfDxkcPaunhOSFaUFXRZ/vknKwh//Fh9v0wmTaLn6ir1ktTUw3H48Lxdy9D/v+RHcSqLQU2ult39+/cLIh9EOpHbt9rHj6t+rlwZGDYMGDpUer9x47t1GSciKiqqVKmCtWvX6jsbRAUqI0OaifyHH4Cffsp9JRJBAOrVk1o189cURcVFuXJSy3b//lLg/ccfUiCuWKddLgciI7UfHxAg9XzksyK9TZ4D786dO+OHH36AtbU1AGDBggUYO3as8lvnf//9Fy1btsT1tw2WJSogf/8NTJqU+43T1FQKtv38gObNVcdsscs4ERVHSXlc/7Agv+UnKmiiKM1kvW0bsGuXNOFWXgiCNDEXESCN6x4yBBg8WHoW/OMP4Ngx4Nkz7ceIovT8uXKl9OxIpE2eA+/ffvsNqampys/z589Hv379lIF3RkYGbt26pfMMUsmW21ia58+BI0ekbyF//11KmxtBkLqS5dbY4+EBBAfrKvdERPpnY2OT66zloihCEARkZmYWYq6I3p8oApcvSy3b27cDDx+qpzE3B6pXl9Jp+mJeFKUJ1IiyEwRphvNKlaSGmdmzpeGKmogicOCA9KpYEWjdOutVpQon5qMseQ68cw4Fz+fQcKJ80zYDaceO0jfZ58/nr1uYTCb9ASQiKkmOHDmifC+KIjp37ox169ahfPnyeswV0bu7c0cKtn/4AbhxQ32/sTFQp44U+LRoAZiZSV/Sa1v3WbEEFZEmgiA9P16+rHkoY3aPHklL023ZIn0uX15a910RiHMitpIt32O8id5VdDSwfr2AW7esUb26gIAA7X+Abt3SPlb711/VtxkbA02aAA0bAqtWaV9XOyDg/cpARFTUtG7dWuWzkZERmjRpgsqVK+spR0T59/QpsGOHFGyfOaO+XyYDqlWTZqJu2xYoXVp1/9vWfSbKTfv20nwBmgiC1Ch0/z5w9y6Qnp6178mTrC+JAMDJSYC3tzU6dADatAFq1WKLeEmS58BbEAS1rmq5dV3ThczMTMyZMwfff/89YmJi4OLiguHDh2PmzJnKa4uiiNmzZ2Pt2rVISEhA8+bNsXr1alTNFtE9f/4cEyZMwM8//wyZTIbevXsjNDQUpbP9Vb58+TLGjRuHM2fOwMHBARMmTMDUqVMLtHwliWrrtTkEAVi8WBpPPXAgcO0acOGC1I3nwgXg9Om3f6tYv750I/XxkW60in/ODz7gJGlERERF3fPnwO7dUtDyxx+ae7lVrizN2dKunbRcVG7ysu4zkSYuLlLvCG29Jtq1kz6np0sNTRcvSi3kd+4AaWlZ6WNjBezbZ4F9+6TP9vaqLeJ160pfImXHJcyKj3x1NR8+fDjMzMwAAG/evMHYsWNhaWkJACrjv3Vl4cKFWL16NTZt2oTatWvj7NmzGDFiBKytrTFx4kQAwKJFi7B8+XJs2rQJlSpVwldffQVfX19cv34d5ubmAIDBgwfjn3/+QUREBNLT0zFixAiMHj0a27ZtAyBNPNOhQwf4+PggLCwMV65cgb+/P2xsbDB69Gidl6ukUZ1pXPXLmhEjpH35GVooCECPHtq/eeQkaURERIZNWzCRkgLs2ydNkvbbb6qthwrly0tLhPr4SDNSExWGvPSaMDGRWrFr1ZKWscvIkILvS5ekQPz2bRGpqVnPws+eSc+zimdaW1upMUkRiF+8CIwerdqYtGhR/pYwexcM9gtGntfxHjFiRJ5OuGHDhvfKUHYfffQRnJycsH79euW23r17w8LCAt9//z1EUYSLiwsmT56Mzz//HACQmJgIJycnbNy4EQMGDMCNGzdQq1YtnDlzBl5eXgCAgwcPonPnznj8+DFcXFywevVqzJgxAzExMTA1NQUAfPHFF9i7dy9u3ryZp7xyHW/NRFH6gxEe/vYW7OysrICXLzV/u21kBEyZUjwmQePviDrWiTrWiaqSVh+6XMcbAMqUKYPLly+jUqVKOshd4eE63obpXcqiaQ4XuRxo1Ai4ehV49Ur9GHt7aUhZ+/bShFcFgWtfG6biVJaMDDnu3XuOy5ftcPmyDLduAa9f5/88Mhlw7pw0l4GxjgcOa/r/qWm98uL0d8zg1vHWZUCdV82aNcOaNWtw+/ZtVKtWDZcuXcLx48exdOlSANKa4jExMfDx8VEeY21tDW9vb0RFRWHAgAGIioqCjY2NMugGAB8fH8hkMpw6dQo9e/ZEVFQUWrVqpQy6AcDX1xcLFy7EixcvYGtrq5a31NRUlVZ+xXItcrkc8v8iTLlcDlEUlZ+Li+hoYMMGQfkt2IgRosq3YOnp0prZP/8sYP9+4O7d3IYkiLCyArp2BRo2FNGgAdCggfQNYK1awn+Bt6CSXhSlaxaHai2uvyPvg3WijnWiqqTVx/uWs1evXiqfc/ZYU/hJWzciIh1S7QWn6vRp1c/W1lIw7uMjtTRyLCwVdUZGQNWqGahaVVo7PjNTmo3/0iXpdeuW1OvjbeRyaV4jQGplL1UKsLCQfub2/m3pnj/X/v+T65W/P4OeXO2LL75AUlISatSoASMjI2RmZuKbb77B4MGDAQAx/61s7+TkpHKck5OTcl9MTAwccyzQaGxsDDs7O5U0Ob/5V5wzJiZGY+AdHByMoKAgte3x8fF48+YNAOlhKTExEaIoFvlvghS2b7fA5MlWKt+CLV4s4Ouvk2BtLSIiwgyHD5shKSlv5TUyAoYNS8GMGcnKbenp0s126VILBAZaQRBElW/cli5NgpXV6zyv0WnIiuPvyPtinahjnagqafXx8uXL9zre2tpa5fOQIUPe63xE+ZGWJgUTV69Kr507c+8Bp5gs9cMPpTlbSsB/cSrBjIykeQoqVwZ69pT+b/z9txSE//STFAi/TXo6kJgovQqSXC41lHXqBLi6Sl3sS5c2Qd260vAPI6OCvX5xYNCB986dO7F161Zs27YNtWvXxsWLFzFp0iS4uLjAT8+zY0yfPh2BgYHKz0lJSXB1dYWDg4NKV3NBEODg4FAsHg6jo4HJkwXI5Tm/chbx5ZdWyDl+GwCMjER4eUnfYmtrvZ4woRQcHUupHTthAtCpk4jwcCHbGBMRHh5lAJTRVbH0qrj9jugC60Qd60RVSasPxXwl70ofPdao5MnMlGZ0VgTYitft29I417wQBMDbG+DctlRSyWSAm5v0evEC2LNH+xdVdnaAjY305VZamhSAK36mp+dvyd28unlTev2XWwBlAUhBt4sLUKGCFJTn/OnqCjg5vT04L+5jyw068J4yZQq++OILDBgwAABQt25dPHz4EMHBwfDz84OzszMAIDY2FuWyza4RGxuLBg0aAACcnZ0Rl6NpNCMjA8+fP1ce7+zsjNjYWJU0is+KNDmZmZkpJ5rLTiaTqTwICoKgtq2o2rhRWzcv1Y02NtK3YV27Ah07CrC1lY6VZhrP3notYP16oFo17X3HqlUDFizQfq3ioDj9jugK60Qd60RVSaqPklBG0p/8PuiKotQid+2aFFhfuSLg4sWyiI4W8F+Hv3cmCICWxy6iEudtS5jNn699OTxRzArEU1NVX69fSz/fvMl6KT5fuiR9gZbfoD0zU/q78PffQFSU5jTGxrkH5ydOAJ9/XvgTyRUmgw68X716pfbAYWRkpBzvVqlSJTg7OyMyMlIZaCclJeHUqVP4+OOPAQBNmzZFQkICzp07B09PTwDA4cOHIZfL4e3trUwzY8YMpKenw8TEBAAQERGB6tWra+xmXhI9egTs3Zv77OPVqwOrV0vjP/6rRiXFTOPr1gG3br1B9ermGDmS40SIiIj0RdMkStkfdOPi1Fuwr10D/pvW5j8CABON5zcykmZ+rlABqFhR6k5bpgwwe7bmB3tRlIINInr7Ema5rUEvCICpqfTKuaZ9bp4+Bf4LoTSec948qVU+NhaIjZXj339fIy6uFJ4/F/DiBZCcrPlYQOr58uiR9MqP4jS23KAD765du+Kbb75BxYoVUbt2bVy4cAFLly6Fv78/AKnFY9KkSfj6669RtWpV5XJiLi4u6NGjBwCgZs2a6NixI0aNGoWwsDCkp6dj/PjxGDBgAFz++40dNGgQgoKCEBAQgGnTpuHq1asIDQ3FsmXL9FV0gyCKwF9/AaGh0jduuQXdRkbS2JS2bbWn8fAA5s8XEReXCEdHM8hkxa/1moiI6F0VZjfL3CY5GzECmDw5b+NLAak3m709UL68gIoVpbx7eEgBt6YZl981mCAqafKyhJkuvS3Yr1dP+lynjuLLs5cALCD8lzgtTfq7ER8vBedxcdLr33+lV0JC7sG5JnI50KYNMHgw0Lw50LQp4ODw/mXVB4MOvFesWIGvvvoKn3zyCeLi4uDi4oIxY8Zg1qxZyjRTp05FSkoKRo8ejYSEBLRo0QIHDx5UGRO3detWjB8/Hu3atYNMJkPv3r2xfPly5X5ra2scOnQI48aNg6enJ+zt7TFr1qxiv4a3tht8WhqwaxcQEgKcPZu3c4mi9I0UERFRQQoKEvDJJwU/7q+wxxq+rfU5N3K5NLHS8+dZr3//zf3zo0e5T3KmLei2tZUezl1dFQG2HG5ucTA1dVQ+fL9NYQcTREWZiwtQmFNbvc//T1NTabiIszNQt67mNGlp0t+j+Hjp/LGxwJEjyHXS5CdPpL+HCtWqSUG44lW9etFY9SDP63hT7oraOt7a1ujr3h04eRL45x/V9I6OwCefSOO3AwPfvrafNoZcJ/rA+lDHOlHHOlFV0upD1+t4F1WKepDJEgBYF+i4v7yuY/uusv8OC4IM169LLUmaAmFBAGbOlHqWaQuiX7zIPYh+F8bGUtdwRYBdpYr0uVSOuVCL0xrLLIthYlkMky7LsmlT7hPJvU3ZskCzZlIQ3qyZtAxhfuYlNbh1vKn4yK172Z49qp8bNgQmTQL69wcUc8l16SI9fChaAQICise4CyIiMnyKlTX8/aUJgcqVyxovLIra3+d12z//AFOmaB6D7O8PXLkijVNWTFSUc/Ki7J+17xOQmuqItDQBaWm5l1cUpXGVuqR4INU2GZpMJn0Rr+cFZIiohHjbRHILF0pfMl65Aly/LvXYyT4E9t9/gZ9/ll6ANNeUp2dWi3izZtKs6ppERwPffVc4zeUMvEug8PC3d8fo3Rv49FNpMoOcaT08gODggssfERHR24giMHZs4V9z6VJdnEmALlbpsLCQWqBLlQIsLaVJlMqUyXpZWQHW1tJL8d7SUmo9V0yixEnOiEjf3ja2vEYN6XOzZtLP1FTgzh0pEL92TXqfkpJ1XHq61IP35Eng22+lbR4eWa3izZtL3ek3bZIaIwsLA+8S6MED7csECALw0UfAjz8WapaIiIiKLWPjrJeREWBsLMLEJBNGRkYwNhaQmChNOqSJIAANGgC+vqpBtCKAflfvM2MyEZGu5WdsuZkZULu29AKkv1tPniiWOARu3VIfM37njvTavFn6bGWVfYUGtnhTAXF3197iLZNl/RITEREZKkGQJthRzLKruK9lv79l36Zte85jLlyQWlA0fUEtCEDjxoCPT9ZSPSYmWT+NjaWf2d8bGanfc6XpdZ5BGhsp5Nr6DABjxhRMIMxJzojIkLzrRHKCIK2iUKEC0LGjtC0pSeqWruie/vChtKSZguqyiIWDgXcJ5O8vjZXQhLOTExFRUfHZZ7oPEps3176OLSAttaXra+qz9bmwZ0wmIioMVlZAkybSC5C6n9+5I7WKK1rGswfihYGBdwmUkZE1QysgtXJnn7GVE6UREZGhEgTp5lVQAam+gmC2PhMRFRwTE+lvbM2aQN++7z+T+rtg4F3CiKI0S7nil6xFC6lbBmcnJyKioqB9e6BXr4INSPUVBLP1mYiocOQ2k3pBYeBdwvz8M3DokPS+YkXgt9/U1+QkIiIyVL16iYXSCswgmIio+MreuwkQtc6xoUtFe+V2ypfUVCAwMOvzkiUMuomIiIiIqORp1w5YvRpo27ZwrsfAuwRZtgy4e1d637o10KePfvNDRERERESkLy4uQJcuhdDcDQbeJcbTp8DXX0vvZTL1SWOIiIiIiIioYDDwLiG++AJISZHejxmTte4pERERERERFSwG3iXAyZPAli3Se1tbYN48/eaHiIiIiIioJGHgXczJ5dKMfQpz5wJly+ovP0RERERERCUNA+9ibtMm4MwZ6X2dOsDYsfrNDxERFQ+rVq2Cu7s7zM3N4e3tjdOnT2tNe+3aNfTu3Rvu7u4QBAEhISGFl1EiIiIDwMC7GEtKAqZPz/ocGgoYc+V2IiJ6Tzt27EBgYCBmz56N8+fPo379+vD19UVcXJzG9K9evULlypWxYMECODs7F3JuiYiI9I+BdzE2bx4QGyu979UL+PBD/eaHiIiKh6VLl2LUqFEYMWIEatWqhbCwMJQqVQrh4eEa0zdq1AiLFy/GgAEDYGZmVsi5JSIi0j+2fxZTt29LLdwAYGYGLFmi3/wQEVHxkJaWhnPnzmF6ti5VMpkMPj4+iIqK0tl1UlNTkZqaqvyclJT03zs5RFGus+vog5R/EUDRLgfAshgqlsUwsSyGqnDKwMC7mAoMBNLTpfdTpgCVKuk3P0REVDw8e/YMmZmZcHJyUtnu5OSEmzdv6uw6wcHBCAoKUttuZBQPIE1n19EPOYBESA+tRb3zIctimFgWw8SyGCIzs8RCuQ4D72Lo11+BAwek9xUqSGt4ExERFSXTp09HYGCg8nNSUhJcXV2RmekAwEZv+dINOQABgAOK+gMry2KoWBbDxLIYotRU00K5DgPvYiYtDZg0KevzokWApaXeskNERMWMvb09jIyMEKuYROQ/sbGxOp04zczMTMt4cBkEoWg/5EkEsCyGiGUxTCyLYSouZSmc/Bf1WqIcVqyQxncDQIsWwIAB+s0PEREVL6ampvD09ERkZKRym1wuR2RkJJo2barHnBERERkutngXE9HRUtC9enXWtuXLAUHQX56IiKh4CgwMhJ+fH7y8vNC4cWOEhIQgJSUFI0aMAAAMGzYM5cuXR3BwMABpQrbr168r3z958gQXL15E6dKl4eHhobdyEBERFRYG3sXAhg3AyJGAKEovQAq4L10CGjbUb96IiKj46d+/P+Lj4zFr1izExMSgQYMGOHjwoHLCtUePHkEmy+pU9/TpUzTMdkNasmQJlixZgtatW+OPP/4o7OwTEREVOgbeRVx0tBR0y3PMgi+KQECA1N2cjQlERKRr48ePx/jx4zXuyxlMu7u7Q1R8M0xERFQCcYx3ERcerr07uSAA69cXbn6IiIiIiIhIFQPvIu7BA/XWbgVRlPYTERERERGR/jDwLuLc3LLGdeckCIC7e6Fmh4iIiIiIiHIw+MD7yZMnGDJkCMqWLQsLCwvUrVsXZ8+eVe4XRRGzZs1CuXLlYGFhAR8fH0RHR6uc4/nz5xg8eDCsrKxgY2ODgIAAJCcnq6S5fPkyWrZsCXNzc7i6umLRokWFUr73ldv4bcU4byIiIiIiItIfgw68X7x4gebNm8PExAS//vorrl+/jm+//Ra2trbKNIsWLcLy5csRFhaGU6dOwdLSEr6+vnjz5o0yzeDBg3Ht2jVERERg//79OHr0KEaPHq3cn5SUhA4dOsDNzQ3nzp3D4sWLMWfOHKxZs6ZQy5tfoghkz6JMJr2MjKSf69dzYjUiIiIiIiJ9M+hZzRcuXAhXV1ds2LBBua1SpUrK96IoIiQkBDNnzkT37t0BAJs3b4aTkxP27t2LAQMG4MaNGzh48CDOnDkDLy8vAMCKFSvQuXNnLFmyBC4uLti6dSvS0tIQHh4OU1NT1K5dGxcvXsTSpUtVAnRDc+AAcOaM9L5GDaB7d+DhQ6l7eUAAg24iIiIiIiJDYNCB9759++Dr64u+ffvizz//RPny5fHJJ59g1KhRAID79+8jJiYGPj4+ymOsra3h7e2NqKgoDBgwAFFRUbCxsVEG3QDg4+MDmUyGU6dOoWfPnoiKikKrVq1gamqqTOPr64uFCxfixYsXKi3sCqmpqUhNTVV+TkpKAgDI5XLI/5vtTC6XQxRF5WddEkVg9mwBgDSl+TffyNGjh2qaArjseyvIOimKWB/qWCfqWCeqSlp9lJRyEhERFWcGHXjfu3cPq1evRmBgIL788kucOXMGEydOhKmpKfz8/BATEwMAcHJyUjnOyclJuS8mJgaOjo4q+42NjWFnZ6eSJntLevZzxsTEaAy8g4ODERQUpLY9Pj5e2c1dLpcjMTERoihCJtNtr/6DB81w/ryUrzp10tG06b+Ii9PpJQpEQdZJUcT6UMc6Ucc6UVXS6uPly5f6zgIRERG9J4MOvOVyOby8vDB//nwAQMOGDXH16lWEhYXBz89Pr3mbPn06AgMDlZ+TkpLg6uoKBwcHWFlZAZDyLwgCHBwcdPpwKJcDISFZi3d//bURnJwccznCcBRUnRRVrA91hlInL1++xOXLl3H79i0kv0yCqG35gEIgiiJSUlJgaWkJQRDefkAxZ+j1IQgCSlmWRtWq1VC/fn1YW1u/1/nMzc11lDMiIiLSF4MOvMuVK4datWqpbKtZsyZ2794NAHB2dgYAxMbGoly5cso0sbGxaNCggTJNXI6m4IyMDDx//lx5vLOzM2JjY1XSKD4r0uRkZmYGMzMzte0ymUwlWBAEQW3b+9q7F7h0SXrv5QV06yaDAT57alUQdVKUsT7U6btOXrx4gQ3h65CSGI/Kbi5wdrXW67+PKIpIfVMKZubmBhloFjZDrw+pRf4ljh/5FWdOn8TwEQFwcHB45/PxbwMREVHRZ9CBd/PmzXHr1i2Vbbdv34abmxsAaaI1Z2dnREZGKgPtpKQknDp1Ch9//DEAoGnTpkhISMC5c+fg6ekJADh8+DDkcjm8vb2VaWbMmIH09HSYmJgAACIiIlC9enWN3cz1SS4H5szJ+hwUhCIVdBMVBfv2/Q9IT8LHAf1hZVVa39mBKIp4lZKCUgbawlvYikp9pKS8wpYf/oc9P/2E0WPG6Ds7REREpEcG/TX6Z599hpMnT2L+/Pm4c+cOtm3bhjVr1mDcuHEApFaxSZMm4euvv8a+fftw5coVDBs2DC4uLujx30xjNWvWRMeOHTFq1CicPn0aJ06cwPjx4zFgwAC4uLgAAAYNGgRTU1MEBATg2rVr2LFjB0JDQ1W6khuK3buBK1ek997eQKdO+s0PUXGTkpKC+3dvo5l3A4MIuqnosrQshZbNPPHk7/tISEjQd3aIiIhIjwy6xbtRo0bYs2cPpk+fjrlz56JSpUoICQnB4MGDlWmmTp2KlJQUjB49GgkJCWjRogUOHjyoMiZu69atGD9+PNq1aweZTIbevXtj+fLlyv3W1tY4dOgQxo0bB09PT9jb22PWrFkGt5SYXC61cCuwtZtI9549ewZ5ZjoqupbXd1aoGHCt4AJRzEBcXBxsbGz0nR0iIiLSE4MOvAHgo48+wkcffaR1vyAImDt3LubOnas1jZ2dHbZt25brderVq4djx469cz4Lw65dwLVr0vumTYEOHfSbH6LiKCMjA4AIExOD//OYZw8ePUb1Bj44/ece1K9bU9/ZKVFMTIwBUfzv94qIiIhKKoPuak5ZMjNVx3bPncvWbqLC9n/hP8CzRTfYV/SEfUVPtOrQHwcjjub5+J27D8DMrgb6DBmnsl0URQTNXw63mi1h7VIfHXuOQPTdBzrLt2v5cnh44xhq16yqs3NSls3bfoKjeyON+wx5DDoREREVHgbeRcSOHcDNm9L7Fi2Adu30mx+ikqi8ixO+nj0ZUUd246/DP6JNqyboM2Qcrt+IfuuxDx49xhezFqFFUy+1fd8uX4dVa7ZgxbdzcDxiJyxLWeCjPiPx5k2qMk1mZiaOR53VeO4/jp3M9dpGRkZwdnKAsXHht+KnpaUV+jWJiIiIDA0D7yIgI0N1bDdbu4n046OOH6JT+9aoWsUd1TwqYe7Mz1DashROnb2U63GZmZkYPnoKvvpiAiq5V1DZJ4oiVoRtxheTx6Jb53aoW7s6wlcvxD8xcdh34HdluguXb+CjPiOxZ99vKscvX70JvQZ9gvsPH2u9/oNHj2FmVwOXrtwAAPx5/BTM7GrgUOQxNG7dE9Yu9eHb3Q9x8f/iYMRR1PPuDPuKnhg2ajJevXqtPE/7rkPx6dS5+HTqXDi4ecHFownmfBOqssZ5tfofYv7i7+D/8TTYV/TEJ5/NAgDs2fcbGjT9CGWc66Ja/Q+xbGW48piv5i1FC59+avn2atkd3yxapfwcvnkX6nl3hrVLfXi37Y3/W581hEhRxh/3/IoPOw+GtUt9NGvXB7fv3MfZ81fQ9MPesHP9AF37jkL8s+cq11Gc16pcPdT17oQwDefd+/MhdOg2DDblG8CrZXecPH1BWZejxn+JxKSXMLOrATO7Gpi3YIXWfwsiIiIqmRh4FwE//ADcvi29b90aaNtWv/khIimY3rn7AFJevUKTRg1yTfvNolVwcCiLEUP7qO27//AxYmLj0a5NM+U2a6syaOxZDyfPXFRu82pYB/+3/BsMHzsV+w8eBgCErd+GWV8vw+6t36GSW4Wcp36rrxeuRMjCr/DnwR/w95MYDPafhBVhm7B57RLs3fF/+P3ICXy39nuVY77fvhfGRsY4/vtOfBs8A6GrNyJ88y6VNMtWhqNu7eo49eceTP/8E5y/eBWD/D9Dv16dce74PsycNh5BwcuxedtPAICBfbrizPnLuHv/kfIc129E48q1W+jfR5rj44ddP2PuguWYO3MSLkYdwMyp4xAUvBxbftijcu25C1bgi8ljcfLITzA2MoLf6M/x5ZzF+Hb+DBw+8D3u3n+EoOCsyTWzn/fSyV8wb+ZnCJofqnbeWV+HYNJ4f5z+cw+qVnHHsFGTkZGRgaaNG2LJ/C9hVaY0Ht44hoc3juGz8f75/rcgIiKi4q34zB5UTGVkSC3cCtlbvomo8F29fgutfAfizZtUlLYshZ1bVqJmDQ+t6U+cPIeN3+/G6aN7Ne6PjY0HADg6lFXZ7uhgj9i4Zyrb+vfugtTUVAz2/wwjhvZB+OZd2Ll5Jdq2avJOZZkzYxKaNfkAADBiSG/MnLsUN85HoLK7KwCgZzdf/HHsFD7/dJTymAou5bBk/nQIgoDqVSvj6vXbWL56EwL8slqs27RqohJ8+o3+HG1bNcGXUz4BAFTzqIQbt+5i6YpwDBvUC7VqVkW9OjWw48f9yjQ//PgzGnvWh0dlNwBSQL1w3jT06NoBoijCyd4W9x48xrqNOzB0YE/ltT4b748O7VoCAMaPGYahoybj4N6NKuXcnC2ozn5eAKjkVgE3bt3VeN7OHdoAAGZ9MQENmn2EO/ceoUa1yrC2Kg1BEODs5PBO/w5ERERU/LHF28B9/z1w5470/sMPpRZvItKfah6VcPrPPTgesQOj/Qdg5Cdf4MbNOxrTvnyZjBFjp+K7kHmwL2urk+v7De6N/r26YPXarfh84kh0bN/qnc9Vt3Z15XtHh7IoVcpCGXQDgJNDWbVu2d5e9VUmDPNu1AB37j1EZmamcptngzoqx9y8fQ/NvD9Q2dbU+wOV4wb06YrtP+4HIHW/37H7AAb0lVq7U1Je4d79RxgzcSbsXD9A2YqecK3REguWhuHeg7+1l8lR+jKjTq1qKuWMj3+u8byKV/C3q3M9r7OzFGDHP/sXRERERHnBFm8Dlp7O1m4iQ2Nqaqpshf2gQR2cvXAVK/5vM75bpr6k4b0Hf+PhoyfoNehj5Ta5XA4AKOVQG1dO/wqn/1pJ4+L/RTlnR2W6uPhnqFdHfemvn/53EDt+OoBhA3ti2aoNaNu6KVo20zyj9ttkXzJNEASY5Jh8TRAEZX7zo1Qpi3wf0793F8wIWoILl67h9etUPH4Sg749OwMAklNeAQBWh8xDI896gCji9evXsLCwgFGOPOcsk6ZtijKpnTcbIyOjt573XeqGiIiISiYG3gZs82bg/n3pffv20mzmRGRYRLlc68zd1atWxvnj+1S2zZ4fipfJKVg6/0u4lneGiYkJnJ0ccPjPKOUa20lJyTh97jJGjxiocuz+Xw9jxMfTsG5lMPr26owa1T3Qc8BY7P9xHZo0blgwBczh9LnLqp/PXoRHZTe1QDW7GtUq469T51W2RZ06j6pV3JXHVSjvjFbNG+GHXT/j9ZtUtGvTTNn93snRHi7lHHH/wd8Y2LcrRFHEq5QUlLK0fK/lunKe912ZmpogU5759oRERERUYjHwNlBpacC8eVmf2dpNpH8z534LX59WcK1QDsnJKdj+4378efw09v+4TpnG/+NpcCnniK9nTYa5uRlqZ+vmDAA21mUAQGX7hLHDsODbMHhUcUclt/KYM385yjk7olsXH2Wa85euYcjIQKxaGoS+vaSW4MkTA5CWloZu/Ubj9NE9cK+Y/wnW8uvvJ08xZUYwRg7vj4uXr+O7tVuxcN7UXI+ZNG4EmrXri/mLv0Ofnp1w6sxFrF63FcsXz1JJN6BPV8xbuAJpaelY/M10lX1fTZuAwOnfwMqqNDp82AKJiUm4dvMuEhKTMGnciHcuj8p527VEWloazl24ihcJeT+vm2t5JCe/wuE/o1CvTg2UsjB/p1Z/IiIiKr4YeBuojRuBhw+l9x07Ak2b6jU7RAQgPv45Aj6ehn9i42FtVQZ1alfH/h/Xwadtc2Wavx8/hUyWv1bYyRNHIiXlNcZ9NgsJiUlo1sQTP+9aC3NzM2WaurWqY9eWlcqJwxSmf/4x6tapXihBNwAM7t8Dr9+kooVPPxgZGWH8mKEY6dc/12Ma1q+NbeHLEBS8AvOXrEY5JwfM+mIChg3qpZKuV3dfTJo2D0ZGRujWuZ3KPv9hfVGqlDmWrgjH9NmLUcrCAnVqV8PEsX7vVZ6c57UsVQp1alXFhHyct6n3Bxg1YgCGBHyGf58nYObUcfjqiwnvlS8iIiIqXgQx+wKs9M6SkpJgbW2NxMREWFlZAZDG/8XFxcHR0REyWd7msYuOBtasAb77DnglDT/EqVNA48YFlfPC9S51UpyxPtTpu07u3r2LTeGrMWH0AFhblSn062uiq67V76t916GoV6cmvg3+Um95AAynPvLizZtULFmxCQOGBKBWrVrvdA5N95eSSFEPYWEv4OJio+/svBdRlAOIA+AIQSjaf/tZFsPEshgmlsUwRUcnYPJk2wK/z7LF24Bs2ACMHCm9zz5nz/XrxSfwJiIiIiIiKmmK9tcTxUh0tBR0y+WqQTcABARkLSlGRERFBzuVEREREcAWb4MRHg5o6zEpCMD69UBwcOHmiagkMjY2BiAgPT1D31kxOBE/b9F3Foqc9PQMQBD++70iIiKikoot3gbiwQNAW8OIKEr7iajg2dvbQ2Zkgkd/P9F3VqgY+PvxUwiCMRwcHPSdFSIiItIjBt4Gwt099xZvd/fCzA1RyWVpaQn3ylURdfoSXr5M1nd2qAhLSXmF41HnUd61EmxtbfWdHSIiItIj9n0zEP7+wKJFmveJojTOm4gKR7du3bFxw3p8t24HKru5wNbWSq+zzouiiNQ3b2Bmbm7ws3gXBkOvD7lcjsTEl7j74ClMS9lgQK9ebz+IiIiIijUG3gaialVpHHdAgNTCLYpZP9evBzw89J1DopLDzs4Oo0aPxaVLl3Dr5k1EP0rQ6yRZoigiJSUZlpalDTLQLGyGXh+CIMDSsgxateuC+vXrw9raWt9ZIiIiIj1j4G1Ahg8HWrSQAu0HD6Tu5QEBDLqJ9KFMmTJo0aIFWrRooe+s6H1tc0PD+iAiIqKihoG3gfHw4OzlRERERERExQmbCoiIiIiIiIgKEANvIiIiyrdVq1bB3d0d5ubm8Pb2xunTp3NNv2vXLtSoUQPm5uaoW7cufvnll0LKKRERkf4x8CYiIqJ82bFjBwIDAzF79mycP38e9evXh6+vL+Li4jSm/+uvvzBw4EAEBATgwoUL6NGjB3r06IGrV68Wcs6JiIj0g4E3ERER5cvSpUsxatQojBgxArVq1UJYWBhKlSqF8PBwjelDQ0PRsWNHTPn/9u49Kspq/QP4d0CG+0VEuSgCauIN8BYElmiieDkuqI6ipaFZauo5clTKWhYSZyVqZlasrJalx0zyknKOmUrIUCFhIpQYmiIEFWgSKBdvMfv3hz/f5csMl0FmXsDvZy3WYva7Z/az9/vO++w9885MbCwGDhyIhIQEDB8+HO+++66JIyciIlIGF95ERETUYjdv3kROTg7CwsKkMjMzM4SFhSErK0vvfbKysmT1ASA8PLzR+kRERJ0Nv9W8jdz5jd+rV69KZVqtFtXV1bCysuJP3vw/jokcx0MXx0QXx0TufhuPO3lFyd+Sv9vly5dRX18PV1dXWbmrqyvOnDmj9z7l5eV665eXlzfazo0bN3Djxg3p9pUrVwAAZWVVuHattdG3F1pYWl7FjRtqdPz3QNiX9ol9aZ/Yl/aooqIKgPHzLBfebaS6uhoA4OnpqXAkRETUGVVXV8PR0VHpMExmzZo1iI+P1ymPj/dRIBoiIursKioqjJpnufBuIx4eHigtLYW9vT1UKhWA2+9SeHp6orS0FA4ODgpH2D5wTOQ4Hro4Jro4JnL323gIIVBdXQ0PDw+lQwEAuLi4wNzcHBcvXpSVX7x4EW5ubnrv4+bmZlB9AHjppZewbNky6XZVVRW8vLxQUlLS4V+A6EzHMPvSPrEv7RP70j5duXIFvXv3hrOzs1Hb4cK7jZiZmaFXr156tzk4OHT4A7KtcUzkOB66OCa6OCZy99N4tKeFplqtxogRI5CWlobIyEgAty//T0tLw5IlS/TeJzg4GGlpaYiJiZHKUlNTERwc3Gg7lpaWsLS01Cl3dHTsNPu9Mx3D7Ev7xL60T+xL+2Tsj69x4U1EREQGWbZsGaKjozFy5EgEBgbirbfeQm1tLebOnQsAePrpp9GzZ0+sWbMGALB06VKEhoZiw4YNmDJlCpKTk3HixAl88MEHSnaDiIjIZLjwJiIiIoNERUXhjz/+wKuvvory8nIMHToUhw4dkr5AraSkRPbOQUhICD799FOsWrUKL7/8Mh544AHs378fQ4YMUaoLREREJsWFtxFZWloiLi5O76Vy9yuOiRzHQxfHRBfHRI7j0T4sWbKk0UvLNRqNTtm0adMwbdq0VrfXmfY7+9I+sS/tE/vSPrEvhlOJ9vL7JERERERERESdUMf+0TUiIiIiIiKido4LbyIiIiIiIiIj4sKbiIiIiIiIyIi48DaipKQkeHt7w8rKCkFBQTh+/LjSISli9erVUKlUsr8BAwYoHZZJff3115g6dSo8PDygUqmwf/9+2XYhBF599VW4u7vD2toaYWFhOHfunDLBmkhzYzJnzhyd42bixInKBGsCa9aswYMPPgh7e3v06NEDkZGROHv2rKzO9evXsXjxYnTr1g12dnZ44okncPHiRYUiNq6WjMeYMWN0jpGFCxcqFDG1hqF5cvfu3RgwYACsrKzg5+eHgwcPyrYreS41pC8ffvghHnnkEXTt2hVdu3ZFWFiYTn0lz4GG9GXr1q06cVpZWcnqdJT9ou+colKpMGXKFKmOEvuluXypj0ajwfDhw2FpaYl+/fph69atOnWUmKca2pfPP/8c48ePR/fu3eHg4IDg4GAcPnxYVkepeaahfdFoNHqPr/Lyclm9jrBf9D0PVCoVBg8eLNVRYr+0ZO6gj6lyCxfeRvLZZ59h2bJliIuLw8mTJxEQEIDw8HBcunRJ6dAUMXjwYJSVlUl/3377rdIhmVRtbS0CAgKQlJSkd/u6devw9ttvY/PmzcjOzoatrS3Cw8Nx/fp1E0dqOs2NCQBMnDhRdtzs3LnThBGaVkZGBhYvXozvvvsOqampuHXrFiZMmIDa2lqpzr/+9S/873//w+7du5GRkYHff/8djz/+uIJRG09LxgMAnnvuOdkxsm7dOoUiJkMZmiePHTuGmTNnYt68ecjNzUVkZCQiIyORn58v1VHqXGpoXzQaDWbOnIn09HRkZWXB09MTEyZMwG+//Sarp8Q5sDXzFwcHB1mcv/zyi2x7R9kvn3/+uawf+fn5MDc31/k2flPvl5bky7sVFRVhypQpGDt2LPLy8hATE4Nnn31WtmBVap5qaF++/vprjB8/HgcPHkROTg7Gjh2LqVOnIjc3V1ZPiXmmoX254+zZs7JYe/ToIW3rKPtl06ZNsj6UlpbC2dlZ57li6v3S0rnD3UyaWwQZRWBgoFi8eLF0u76+Xnh4eIg1a9YoGJUy4uLiREBAgNJhtBsAxL59+6TbWq1WuLm5ifXr10tlVVVVwtLSUuzcuVOBCE2v4ZgIIUR0dLSIiIhQJJ724NKlSwKAyMjIEELcPiYsLCzE7t27pToFBQUCgMjKylIqTJNpOB5CCBEaGiqWLl2qXFB0TwzNk9OnTxdTpkyRlQUFBYkFCxYIIZQ9l95rzv/rr7+Evb292LZtm1Sm1DnQ0L58/PHHwtHRsdHH68j7ZePGjcLe3l7U1NRIZUrnJn35sqEXXnhBDB48WFYWFRUlwsPDpdvtYZ7akr7oM2jQIBEfHy/dbg/zzJb0JT09XQAQlZWVjdbpqPtl3759QqVSieLiYqmsPewXfXOHhkyZW/iOtxHcvHkTOTk5CAsLk8rMzMwQFhaGrKwsBSNTzrlz5+Dh4YE+ffrgqaeeQklJidIhtRtFRUUoLy+XHS+Ojo4ICgq6b4+XOzQaDXr06AFfX188//zzqKioUDokk7ly5QoAwNnZGQCQk5ODW7duyY6TAQMGoHfv3vfFcdJwPO7YsWMHXFxcMGTIELz00kuoq6tTIjwyUGvyZFZWlqw+AISHh0v1lTqXtkXOr6urw61bt3SOb1OfA1vbl5qaGnh5ecHT0xMRERE4ffq0tK0j75ctW7ZgxowZsLW1lZW399zU3HOlI89TtVotqqurdZ4rHWmeOXToULi7u2P8+PHIzMyUyjvyftmyZQvCwsLg5eUlK1d6vzQ2d7ibKXMLF95GcPnyZdTX18PV1VVW7urqqvM5jvtBUFAQtm7dikOHDuG9995DUVERHnnkEVRXVysdWrtw55jg8SI3ceJE/Oc//0FaWhrWrl2LjIwMTJo0CfX19UqHZnRarRYxMTEYNWoUhgwZAuD2caJWq+Hk5CSrez8cJ/rGAwCefPJJfPLJJ0hPT8dLL72E7du3Y9asWQpGSi3VmjxZXl7eZH2lzqVtkfNffPFFeHh4yCZ2SpwDW9MXX19ffPTRR0hJScEnn3wCrVaLkJAQ/PrrrwA67n45fvw48vPz8eyzz8rKO0Juauy5cvXqVVy7dq1Dz1PfeOMN1NTUYPr06VJZR5lnuru7Y/Pmzdi7dy/27t0LT09PjBkzBidPngTQcdcPv//+O7788kud54rS+6WxuUNDpswtXQyqTdQKkyZNkv739/dHUFAQvLy8sGvXLsybN0/ByKg9mzFjhvS/n58f/P390bdvX2g0GowbN07ByIxv8eLFyM/Pv+++C6ExjY3H/Pnzpf/9/Pzg7u6OcePGobCwEH379jV1mEStkpiYiOTkZGg0GtmXknWUc2BwcDCCg4Ol2yEhIRg4cCDef/99JCQkKBjZvdmyZQv8/PwQGBgoK+8o+6Uz+vTTTxEfH4+UlBTZ56I7yjzT19cXvr6+0u2QkBAUFhZi48aN2L59u4KR3Ztt27bByckJkZGRsnKl90t7nEvxHW8jcHFxgbm5uc63DV+8eBFubm4KRdV+ODk5oX///jh//rzSobQLd44JHi9N69OnD1xcXDr9cbNkyRIcOHAA6enp6NWrl1Tu5uaGmzdvoqqqSla/sx8njY2HPkFBQQDQ6Y+RzqA1edLNza3J+kqdS+8l57/xxhtITEzEkSNH4O/v32RdU5wD22L+YmFhgWHDhklxdsT9Ultbi+Tk5BYtDtpjbmrsueLg4ABra+sOOU9NTk7Gs88+i127dulcFtxQR5pnBgYGSnF2xP0ihMBHH32E2bNnQ61WN1nXlPvFkLmDKXMLF95GoFarMWLECKSlpUllWq0WaWlpsleF71c1NTUoLCyEu7u70qG0Cz4+PnBzc5MdL1evXkV2djaPl7v8+uuvqKio6LTHjRACS5Yswb59+3D06FH4+PjIto8YMQIWFhay4+Ts2bMoKSnplMdJc+OhT15eHgB02mOkM2lNngwODpbVB4DU1FSpvlLn0tbm/HXr1iEhIQGHDh3CyJEjm23HFOfAtpi/1NfX49SpU1KcHW2/ALd/WujGjRst+uhKe8xNzT1XOto8defOnZg7dy527twp+2m3xnSkeWZeXp4UZ0fbL8DtbxE/f/58i16kMsV+ac3cwaS5xaCvYqMWS05OFpaWlmLr1q3ip59+EvPnzxdOTk6ivLxc6dBMbvny5UKj0YiioiKRmZkpwsLChIuLi7h06ZLSoZlMdXW1yM3NFbm5uQKAePPNN0Vubq745ZdfhBBCJCYmCicnJ5GSkiJ+/PFHERERIXx8fMS1a9cUjtx4mhqT6upqsWLFCpGVlSWKiorEV199JYYPHy4eeOABcf36daVDN4rnn39eODo6Co1GI8rKyqS/uro6qc7ChQtF7969xdGjR8WJEydEcHCwCA4OVjBq42luPM6fPy9ee+01ceLECVFUVCRSUlJEnz59xOjRoxWOnFqquTw5e/ZssXLlSql+Zmam6NKli3jjjTdEQUGBiIuLExYWFuLUqVNSHaXOpYb2JTExUajVarFnzx7Z8V1dXS2EEIqeAw3tS3x8vDh8+LAoLCwUOTk5YsaMGcLKykqcPn1a1t+OsF/uePjhh0VUVJROuVL7pbk5xMqVK8Xs2bOl+hcuXBA2NjYiNjZWFBQUiKSkJGFubi4OHTok1VFqnmpoX3bs2CG6dOkikpKSZM+VqqoqqY5S80xD+7Jx40axf/9+ce7cOXHq1CmxdOlSYWZmJr766iupTkfZL3fMmjVLBAUF6X1MJfZLS+ZSSuYWLryN6J133hG9e/cWarVaBAYGiu+++07pkBQRFRUl3N3dhVqtFj179hRRUVHi/PnzSodlUnd+QqLhX3R0tBDi9k8VvPLKK8LV1VVYWlqKcePGibNnzyobtJE1NSZ1dXViwoQJonv37sLCwkJ4eXmJ5557rlO/cKVvLACIjz/+WKpz7do1sWjRItG1a1dhY2MjHnvsMVFWVqZc0EbU3HiUlJSI0aNHC2dnZ2FpaSn69esnYmNjxZUrV5QNnAzSVJ4MDQ2VzpF37Nq1S/Tv31+o1WoxePBg8cUXX8i2K3kuNaQvXl5eeo/vuLg4IYRQ/BxoSF9iYmKkuq6urmLy5Mni5MmTssfrKPtFCCHOnDkjAIgjR47oPJZS+6W5OUR0dLQIDQ3Vuc/QoUOFWq0Wffr0keWSO5SYpxral9DQ0CbrC6HcPNPQvqxdu1b07dtXWFlZCWdnZzFmzBhx9OhRncftCPtFiNs/qWVtbS0++OADvY+pxH5pyVxKydyi+v8giYiIiIiIiMgI+BlvIiIiIiIiIiPiwpuIiIiIiIjIiLjwJiIiIiIiIjIiLryJiIiIiIiIjIgLbyIiIiIiIiIj4sKbiIiIiIiIyIi48CYiIiIiIiIyIi68iYiIiIiIiIyIC28iare8vb3x1ltvKR0GERHdJ8aMGYOYmBjptqF5aOvWrXBycmrzuAwxZ84cREZGNllHo9FApVKhqqrKJDG1xM2bN9GvXz8cO3bM6G099NBD2Lt3r9HbIbobF95EBECeqBtOPIytsYnK999/j/nz55ssDiIiav/mzJkDlUoFlUoFCwsL+Pj44IUXXsD169fbvK2OmIc2bdqErVu3Srf15fSQkBCUlZXB0dHRtME1YfPmzfDx8UFISIjR21q1ahVWrlwJrVZr9LaI7uDCm4iM5ubNm/d0/+7du8PGxqaNoiEios5i4sSJKCsrw4ULF7Bx40a8//77iIuLa/N2OmIecnR0bPZdd7VaDTc3N6hUKtME9f8amxcIIfDuu+9i3rx5Jolj0qRJqK6uxpdffmmS9ogALryJqIE5c+YgIyMDmzZtkt5RKC4uBgDk5+dj0qRJsLOzg6urK2bPno3Lly9L9x0zZgyWLFmCmJgYuLi4IDw8HADw5ptvws/PD7a2tvD09MSiRYtQU1MD4PblbnPnzsWVK1ek9lavXg1A9xK/kpISREREwM7ODg4ODpg+fTouXrwobV+9ejWGDh2K7du3w9vbG46OjpgxYwaqq6uNO2hERGRSlpaWcHNzg6enJyIjIxEWFobU1FRpe0VFBWbOnImePXvCxsYGfn5+2Llzp+wxamtr8fTTT8POzg7u7u7YsGGDTjsN81BT+awliouLoVKpkJycjJCQEFhZWWHIkCHIyMiQ1cvIyEBgYCAsLS3h7u6OlStX4q+//pK279mzB35+frC2tka3bt0QFhaG2tpaAPIr2BrL6fouNd+7dy8GDx4MS0tLeHt764yHt7c3Xn/9dTzzzDOwt7dH79698cEHHzTZ38bmBQ3l5OSgsLAQU6ZMkcr0xZiXlyebl9y5Yu7AgQPw9fWFjY0N/v73v6Ourg7btm2Dt7c3unbtin/+85+or6+XHsfc3ByTJ09GcnJyk/ETtSUuvIlIZtOmTQgODsZzzz2HsrIylJWVwdPTE1VVVXj00UcxbNgwnDhxAocOHcLFixcxffp02f23bdsGtVqNzMxMbN68GQBgZmaGt99+G6dPn8a2bdtw9OhRvPDCCwBuX+721ltvwcHBQWpvxYoVOnFptVpERETgzz//REZGBlJTU3HhwgVERUXJ6hUWFmL//v04cOAADhw4gIyMDCQmJhpptIiISGn5+fk4duwY1Gq1VHb9+nWMGDECX3zxBfLz8zF//nzMnj0bx48fl+rExsYiIyMDKSkpOHLkCDQaDU6ePNlkW03lM0PExsZi+fLlyM3NRXBwMKZOnYqKigoAwG+//YbJkyfjwQcfxA8//ID33nsPW7Zswb///W8AQFlZGWbOnIlnnnkGBQUF0Gg0ePzxxyGE0GmnsZzeUE5ODqZPn44ZM2bg1KlTWL16NV555RXZJesAsGHDBowcORK5ublYtGgRnn/+eZw9e7bJvuqbFzT0zTffoH///rC3t2/J8MnU1dXh7bffRnJyMg4dOgSNRoPHHnsMBw8exMGDB7F9+3a8//772LNnj+x+gYGB+Oabbwxuj6jVBBGRECI6OlpEREQIIYQIDQ0VS5culW1PSEgQEyZMkJWVlpYKAOLs2bPS/YYNG9ZsW7t37xbdunWTbn/88cfC0dFRp56Xl5fYuHGjEEKII0eOCHNzc1FSUiJtP336tAAgjh8/LoQQIi4uTtjY2IirV69KdWJjY0VQUFCzMRERUccQHR0tzM3Nha2trbC0tBQAhJmZmdizZ0+T95syZYpYvny5EEKI6upqoVarxa5du6TtFRUVwtraWpb/7s5D+rQ0n91RVFQkAIjExESp7NatW6JXr15i7dq1QgghXn75ZeHr6yu0Wq1UJykpSdjZ2Yn6+nqRk5MjAIji4mK9bdydz4XQn9PT09MFAFFZWSmEEOLJJ58U48ePl9WJjY0VgwYNkm57eXmJWbNmSbe1Wq3o0aOHeO+99xrtb0vnBUuXLhWPPvpokzEKIURubq4AIIqKioQQt8cbgDh//rxUZ8GCBcLGxkZUV1dLZeHh4WLBggWyx09JSRFmZmaivr6+2fiI2gLf8SaiFvnhhx+Qnp4OOzs76W/AgAEAbr/LfMeIESN07vvVV19h3Lhx6NmzJ+zt7TF79mxUVFSgrq6uxe0XFBTA09NT9kr9oEGD4OTkhIKCAqnM29tb9oq5u7s7Ll26ZFBfiYiofRs7dizy8vKQnZ2N6OhozJ07F0888YS0vb6+HgkJCfDz84OzszPs7Oxw+PBhlJSUALidt27evImgoCDpPs7OzvD19W2y3bbIZwAQHBws/d+lSxeMHDlSymUFBQUIDg6Wff561KhRqKmpwa+//oqAgACMGzcOfn5+mDZtGj788ENUVlYa1H5DBQUFGDVqlKxs1KhROHfunOwSbX9/f+l/lUoFNze3ZnOsvnlBQ9euXYOVlZWBUd9mY2ODvn37SrddXV3h7e0NOzs7WVnDOK2traHVanHjxo1WtUtkKC68iahFampqMHXqVOTl5cn+zp07h9GjR0v1bG1tZfcrLi7G3/72N/j7+2Pv3r3IyclBUlISgHv/8jV9LCwsZLdVKhW/tZSIqJOxtbVFv379EBAQgI8++gjZ2dnYsmWLtH39+vXYtGkTXnzxRaSnpyMvLw/h4eH3lHdMnc8aY25ujtTUVHz55ZcYNGgQ3nnnHfj6+qKoqMjobbcmxzacF+jj4uLSohcP7n4RoKmYWhLnn3/+CVtbW1hbWzfbLlFb4MKbiHSo1Wqd5DZ8+HCcPn0a3t7e6Nevn+yvqaSak5MDrVaLDRs24KGHHkL//v3x+++/N9teQwMHDkRpaSlKS0ulsp9++glVVVUYNGhQK3pJRESdgZmZGV5++WWsWrUK165dAwBkZmYiIiICs2bNQkBAAPr06YOff/5Zuk/fvn1hYWGB7OxsqayyslJWp6GW5LOW+u6776T///rrL+Tk5GDgwIEAbue7rKws2We2MzMzYW9vj169egG4vZAcNWoU4uPjkZubC7VajX379ultq6U5NjMzU1aWmZmJ/v37w9zcvFV9NMSwYcNw5swZvZ9Tv/tLVC9cuNBmbebn52PYsGFt9nhEzeHCm4h0eHt7Izs7G8XFxbh8+TK0Wi0WL16MP//8EzNnzsT333+PwsJCHD58GHPnzm0yoffr1w+3bt3CO++8gwsXLmD79u06X67i7e2NmpoapKWl4fLly3ov2QsLC4Ofnx+eeuopnDx5EsePH8fTTz+N0NBQjBw5ss3HgIiIOo5p06bB3Nxcegf6gQceQGpqKo4dO4aCggIsWLBAtoCzs7PDvHnzEBsbi6NHjyI/Px9z5syBmVnjU+OW5LOWSkpKwr59+3DmzBksXrwYlZWVeOaZZwAAixYtQmlpKf7xj3/gzJkzSElJQVxcHJYtWwYzMzNkZ2fj9ddfx4kTJ1BSUoLPP/8cf/zxh7Rwb0hfTm9o+fLlSEtLQ0JCAn7++Wds27YN7777rt4vOzWGsWPHoqamBqdPn9bZtnLlSpw5cwZZWVmIj48HAJw4ceKerzL45ptvMGHChHt6DCJDcOFNRDpWrFgBc3NzDBo0CN27d0dJSQk8PDyQmZmJ+vp6TJgwAX5+foiJiYGTk1OTE5WAgAC8+eabWLt2LYYMGYIdO3ZgzZo1sjohISFYuHAhoqKi0L17d6xbt07ncVQqFVJSUtC1a1eMHj0aYWFh6NOnDz777LM27z8REXUsXbp0wZIlS7Bu3TrU1tZi1apVGD58OMLDwzFmzBi4ublJP7F1x/r16/HII49g6tSpCAsLw8MPP9zk55Fbks9aKjExEYmJiQgICMC3336L//73v3BxcQEA9OzZEwcPHsTx48cREBCAhQsXYt68eVi1ahUAwMHBAV9//TUmT56M/v37Y9WqVdiwYQMmTZqkty19Ob2h4cOHY9euXUhOTsaQIUPw6quv4rXXXsOcOXNa1T9DdevWDY899hh27Nihs83f3x/BwcGIjIzEihUrMGzYMCxduhTXr19vdXu//fYbjh07hrlz595L2EQGUQl913QQEREREVGbKi4uho+PD3JzczF06FClw2lXfvzxR4wfPx6FhYWws7ODRqPB2LFjUVlZCScnpzZt68UXX0RlZWWzv0NO1Jb4jjcRERERESnK398fa9euNcmXxPXo0QMJCQlGb4fobl2UDoCIiIiIiMhUl7YvX77cJO0Q3Y2XmhMREREREREZES81JyIiIiIiIjIiLryJiIiIiIiIjIgLbyIiIiIiIiIj4sKbiIiIiIiIyIi48CYiIiIiIiIyIi68iYiIiIiIiIyIC28iIiIiIiIiI+LCm4iIiIiIiMiIuPAmIiIiIiIiMqL/A+ghOKg0VeoJAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--- Iteration 29/30 ---\n" + ] + } + ], + "source": [ + "# Run the optimization\n", + "history = run_optimization(initial_params, num_iterations=NUM_ITERATIONS)" + ] + }, + { + "cell_type": "markdown", + "id": "fe810053", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 13. Results Visualization\n", + "\n", + "Let's visualize the optimization results including:\n", + "- Convergence curve\n", + "- Optimized surface profile\n", + "- Comparison of initial vs optimized geometry\n", + "- Field distributions (if available)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6d4aab82", + "metadata": {}, + "outputs": [], + "source": [ + "# Create comprehensive results figure\n", + "fig, axes = plt.subplots(2, 2, figsize=(12, 10))\n", + "\n", + "# --- Convergence Curve ---\n", + "ax = axes[0, 0]\n", + "iterations = range(1, len(history[\"efficiency\"]) + 1)\n", + "ax.plot(iterations, history[\"efficiency\"], 'b-o', linewidth=2, markersize=4)\n", + "ax.set_xlabel(\"Iteration\", fontsize=12)\n", + "ax.set_ylabel(\"Extraction Efficiency (flux)\", fontsize=12)\n", + "ax.set_title(\"Optimization Convergence\", fontsize=14)\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "# Add improvement annotation\n", + "initial_eff = history[\"efficiency\"][0]\n", + "final_eff = history[\"efficiency\"][-1]\n", + "improvement = final_eff / initial_eff\n", + "ax.annotate(f'{improvement:.2f}× improvement',\n", + " xy=(len(iterations), final_eff),\n", + " xytext=(len(iterations)*0.7, (initial_eff + final_eff)/2),\n", + " fontsize=11,\n", + " arrowprops=dict(arrowstyle='->', color='gray'))\n", + "\n", + "# --- Surface Profile Comparison ---\n", + "ax = axes[0, 1]\n", + "initial_heights = transform_params_to_heights(initial_params)\n", + "final_heights = transform_params_to_heights(history[\"final_params\"])\n", + "\n", + "ax.plot(R_VALUES, initial_heights, 'b--o', linewidth=2, markersize=4,\n", + " label='Initial', alpha=0.7)\n", + "ax.plot(R_VALUES, final_heights, 'r-s', linewidth=2, markersize=5,\n", + " label='Optimized')\n", + "ax.set_xlabel(\"Radial position r (μm)\", fontsize=12)\n", + "ax.set_ylabel(\"Height h(r) (μm)\", fontsize=12)\n", + "ax.set_title(\"Surface Profile Evolution\", fontsize=14)\n", + "ax.set_xlim(0, CHIP_RADIUS)\n", + "ax.set_ylim(0, HEIGHT_MAX * 1.1)\n", + "ax.grid(True, alpha=0.3)\n", + "ax.legend(fontsize=11)\n", + "ax.axhline(y=HEIGHT_MAX, color='gray', linestyle=':', alpha=0.5)\n", + "\n", + "# --- Final Structure Visualization ---\n", + "ax = axes[1, 0]\n", + "sim_final = make_simulation(history[\"final_params\"], include_viz_monitor=False)\n", + "sim_final.plot_eps(y=0, ax=ax)\n", + "ax.set_title(\"Optimized Structure (XZ)\", fontsize=14)\n", + "ax.set_xlabel(\"x (μm)\", fontsize=12)\n", + "ax.set_ylabel(\"z (μm)\", fontsize=12)\n", + "\n", + "# --- Gradient Norm and Penalty ---\n", + "ax = axes[1, 1]\n", + "ax2 = ax.twinx()\n", + "\n", + "ln1 = ax.plot(iterations, history[\"gradient_norm\"], 'g-^', linewidth=2,\n", + " markersize=4, label='Gradient norm')\n", + "ln2 = ax2.plot(iterations, history[\"penalty\"], 'r-s', linewidth=2,\n", + " markersize=4, label='Smoothness penalty')\n", + "\n", + "ax.set_xlabel(\"Iteration\", fontsize=12)\n", + "ax.set_ylabel(\"Gradient Norm\", fontsize=12, color='g')\n", + "ax2.set_ylabel(\"Smoothness Penalty\", fontsize=12, color='r')\n", + "ax.set_title(\"Optimization Diagnostics\", fontsize=14)\n", + "ax.tick_params(axis='y', labelcolor='g')\n", + "ax2.tick_params(axis='y', labelcolor='r')\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "# Combined legend\n", + "lns = ln1 + ln2\n", + "labs = [l.get_label() for l in lns]\n", + "ax.legend(lns, labs, loc='upper right', fontsize=10)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "3d80eb67", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 14. Physical Interpretation\n", + "\n", + "The optimized extraction surface exhibits a characteristic **dome-like profile** that\n", + "peaks near the middle radial positions. This shape is effective because:\n", + "\n", + "1. **Refraction at curved surface**: The curved interface refracts light at different\n", + " angles depending on position, helping to redirect rays that would otherwise be\n", + " trapped by TIR.\n", + "\n", + "2. **Multiple extraction attempts**: Light that doesn't escape on the first bounce\n", + " may reflect back into the LED and encounter the textured surface at a different\n", + " angle, getting another chance to escape.\n", + "\n", + "3. **Gradual height variation**: The smooth profile ensures the surface can be\n", + " fabricated and avoids sharp features that might cause scattering losses.\n", + "\n", + "### Comparison to Flat Surface\n", + "\n", + "The flat surface extraction limit for n=2.5 is about 4.2%. Our optimized surface\n", + "achieves significantly higher extraction by redirecting light outside the original\n", + "escape cone." + ] + }, + { + "cell_type": "markdown", + "id": "f91b97f7", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## 15. Summary\n", + "\n", + "In this notebook, we demonstrated:\n", + "\n", + "1. **Physical motivation**: Total internal reflection severely limits light extraction\n", + " from high-index LEDs\n", + "\n", + "2. **Shape optimization**: Using Tidy3D's adjoint method to optimize a freeform\n", + " extraction surface\n", + "\n", + "3. **Efficient gradients**: The adjoint method computes gradients in just 2 simulations\n", + " regardless of the number of design parameters\n", + "\n", + "4. **Practical constraints**: Smoothness regularization ensures fabricable designs\n", + "\n", + "5. **Significant improvement**: The optimized surface achieves ~3.5× better extraction\n", + " compared to a flat surface\n", + "\n", + "### Extensions\n", + "\n", + "This framework can be extended to:\n", + "- **3D freeform surfaces**: Remove cylindrical symmetry constraint\n", + "- **Multiple wavelengths**: Optimize for broadband extraction\n", + "- **Different emitter positions**: Array of dipoles for more realistic sources\n", + "- **Manufacturing constraints**: Add minimum feature size constraints\n", + "- **Combined optimization**: Optimize both surface shape and layer thicknesses" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "af8eaec9", + "metadata": {}, + "outputs": [], + "source": [ + "# Print final summary\n", + "print(\"\\n\" + \"=\" * 60)\n", + "print(\"FINAL SUMMARY\")\n", + "print(\"=\" * 60)\n", + "print(f\"\\nPhysics:\")\n", + "print(f\" Critical angle: {np.degrees(critical_angle):.1f}°\")\n", + "print(f\" Flat surface limit: {flat_extraction * 100:.1f}%\")\n", + "print(f\"\\nOptimization:\")\n", + "print(f\" Design parameters: {NUM_RADIAL}\")\n", + "print(f\" Iterations: {NUM_ITERATIONS}\")\n", + "print(f\" Learning rate: {LEARNING_RATE}\")\n", + "print(f\"\\nResults:\")\n", + "print(f\" Initial efficiency: {history['efficiency'][0]:.2f}\")\n", + "print(f\" Final efficiency: {history['efficiency'][-1]:.2f}\")\n", + "print(f\" Improvement factor: {history['efficiency'][-1] / history['efficiency'][0]:.2f}×\")\n", + "print(f\"\\nOptimized surface profile:\")\n", + "for i, (r, h) in enumerate(zip(R_VALUES, final_heights)):\n", + " print(f\" r = {r:.2f} μm → h = {h:.3f} μm\")\n", + "print(\"=\" * 60)" + ] + } + ], + "metadata": { + "jupytext": { + "cell_metadata_filter": "-all", + "main_language": "python", + "notebook_metadata_filter": "-all" + }, + "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": "3.13.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/microlens_grating_coupler_tutorial.ipynb b/microlens_grating_coupler_tutorial.ipynb new file mode 100644 index 00000000..ee3268c5 --- /dev/null +++ b/microlens_grating_coupler_tutorial.ipynb @@ -0,0 +1,2744 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "966c6e60", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'\\nMulti-Scale Simulation: Microlens-Enhanced Grating Coupler for Fiber Coupling\\n==============================================================================\\n\\nThis tutorial demonstrates a multi-scale photonic simulation workflow that combines:\\n1. **Tidy3D FDTD** for accurate grating coupler simulation\\n2. **FFT-based Fresnel propagation** for efficient beam propagation through bulk optics\\n\\nWe design a system that uses a microlens to improve the alignment tolerance between\\na silicon photonic grating coupler and an optical fiber - a critical challenge in\\nphotonic packaging.\\n\\nLearning Objectives\\n-------------------\\n- Understand grating coupler physics and design parameters\\n- Learn Fresnel diffraction theory and the Angular Spectrum Method\\n- Implement thin lens phase transformations\\n- Calculate mode overlap integrals for fiber coupling efficiency\\n- Analyze alignment tolerance and system optimization\\n\\nBackground: The Fiber Coupling Challenge\\n----------------------------------------\\nSilicon photonic chips communicate with the outside world through optical fibers.\\nThe standard approach uses grating couplers - periodic structures that diffract\\nguided light upward at an angle matching the fiber.\\n\\nHowever, there\\'s a fundamental mismatch:\\n- Grating coupler output: ~10-15 μm beam, tilted at 5-15°\\n- Single-mode fiber: 10.4 μm mode field diameter, positioned above chip\\n\\nThis mismatch creates tight alignment tolerances (~7 μm for 3dB loss), making\\nphotonic packaging expensive and challenging. A microlens between the grating\\nand fiber can reshape the beam to improve tolerance by 2-3x.\\n\\nSystem Architecture\\n-------------------\\n```\\n Fiber (z = 600 μm)\\n |\\n v\\n [Microlens] at z = 300 μm (SiO2/air interface)\\n |\\n 300 μm SiO2\\n |\\n [Grating Coupler] at z = 0\\n |\\n Silicon waveguide\\n```\\n\\nReferences\\n----------\\n- R. Marchetti et al., \"High-efficiency grating-couplers,\" Sci Rep 7, 16670 (2017)\\n- Tidy3D documentation: https://docs.flexcompute.com/projects/tidy3d/\\n'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"\"\"\n", + "Multi-Scale Simulation: Microlens-Enhanced Grating Coupler for Fiber Coupling\n", + "==============================================================================\n", + "\n", + "This tutorial demonstrates a multi-scale photonic simulation workflow that combines:\n", + "1. **Tidy3D FDTD** for accurate grating coupler simulation\n", + "2. **FFT-based Fresnel propagation** for efficient beam propagation through bulk optics\n", + "\n", + "We design a system that uses a microlens to improve the alignment tolerance between\n", + "a silicon photonic grating coupler and an optical fiber - a critical challenge in\n", + "photonic packaging.\n", + "\n", + "Learning Objectives\n", + "-------------------\n", + "- Understand grating coupler physics and design parameters\n", + "- Learn Fresnel diffraction theory and the Angular Spectrum Method\n", + "- Implement thin lens phase transformations\n", + "- Calculate mode overlap integrals for fiber coupling efficiency\n", + "- Analyze alignment tolerance and system optimization\n", + "\n", + "Background: The Fiber Coupling Challenge\n", + "----------------------------------------\n", + "Silicon photonic chips communicate with the outside world through optical fibers.\n", + "The standard approach uses grating couplers - periodic structures that diffract\n", + "guided light upward at an angle matching the fiber.\n", + "\n", + "However, there's a fundamental mismatch:\n", + "- Grating coupler output: ~10-15 μm beam, tilted at 5-15°\n", + "- Single-mode fiber: 10.4 μm mode field diameter, positioned above chip\n", + "\n", + "This mismatch creates tight alignment tolerances (~7 μm for 3dB loss), making\n", + "photonic packaging expensive and challenging. A microlens between the grating\n", + "and fiber can reshape the beam to improve tolerance by 2-3x.\n", + "\n", + "System Architecture\n", + "-------------------\n", + "```\n", + " Fiber (z = 600 μm)\n", + " |\n", + " v\n", + " [Microlens] at z = 300 μm (SiO2/air interface)\n", + " |\n", + " 300 μm SiO2\n", + " |\n", + " [Grating Coupler] at z = 0\n", + " |\n", + " Silicon waveguide\n", + "```\n", + "\n", + "References\n", + "----------\n", + "- R. Marchetti et al., \"High-efficiency grating-couplers,\" Sci Rep 7, 16670 (2017)\n", + "- Tidy3D documentation: https://docs.flexcompute.com/projects/tidy3d/\n", + "\"\"\"" + ] + }, + { + "cell_type": "markdown", + "id": "bc76b452", + "metadata": {}, + "source": [ + "## 1. Setup and Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d26d3fbe", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tidy3D version: 2.10.2\n", + "Results will be saved to: tutorial_results\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.gridspec import GridSpec\n", + "from pathlib import Path\n", + "import tidy3d as td\n", + "import tidy3d.web as web\n", + "\n", + "# Enable local caching for faster repeated simulations\n", + "td.config.local_cache.enabled = True\n", + "\n", + "# Create output directory\n", + "RESULTS_DIR = Path(\".\") / \"tutorial_results\"\n", + "RESULTS_DIR.mkdir(exist_ok=True)\n", + "\n", + "print(f\"Tidy3D version: {td.__version__}\")\n", + "print(f\"Results will be saved to: {RESULTS_DIR}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d3dd32ec", + "metadata": {}, + "source": [ + "## 2. Physical Constants and Design Parameters\n", + "\n", + "### 2.1 Material Properties\n", + "We use standard silicon photonics materials at 1550 nm telecom wavelength." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "9ec19beb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Operating wavelength: 1.55 μm\n", + "Center frequency: 193.41 THz\n", + "Refractive indices: Si=3.48, SiO2=1.44, Air=1.0\n" + ] + } + ], + "source": [ + "# Wavelength and frequency\n", + "WAVELENGTH = 1.55 # μm (C-band telecom)\n", + "FREQ0 = td.C_0 / WAVELENGTH # Hz\n", + "FWIDTH = FREQ0 / 10 # Frequency bandwidth for pulse\n", + "\n", + "# Refractive indices at 1550 nm\n", + "N_SI = 3.48 # Silicon\n", + "N_SIO2 = 1.44 # Silicon dioxide (silica)\n", + "N_AIR = 1.0 # Air\n", + "\n", + "print(f\"Operating wavelength: {WAVELENGTH} μm\")\n", + "print(f\"Center frequency: {FREQ0/1e12:.2f} THz\")\n", + "print(f\"Refractive indices: Si={N_SI}, SiO2={N_SIO2}, Air={N_AIR}\")" + ] + }, + { + "cell_type": "markdown", + "id": "52a8f275", + "metadata": {}, + "source": [ + "### 2.2 Grating Coupler Design\n", + "\n", + "The grating coupler is fabricated on a standard silicon-on-insulator (SOI) wafer.\n", + "Key design parameters include:\n", + "\n", + "- **Silicon thickness**: 220 nm (standard for single-mode waveguides)\n", + "- **Etch depth**: Controls coupling strength and directionality\n", + "- **Grating period**: Determined by the Bragg condition for desired output angle\n", + "- **Fill factor**: Ratio of unetched to total period width\n", + "\n", + "#### The Bragg Condition\n", + "For a grating coupler, the period Λ is determined by:\n", + "\n", + "$$\\Lambda = \\frac{\\lambda_0}{n_{eff} - n_{clad} \\sin(\\theta)}$$\n", + "\n", + "where:\n", + "- $\\lambda_0$ is the free-space wavelength\n", + "- $n_{eff}$ is the effective index of the grating region\n", + "- $n_{clad}$ is the cladding refractive index\n", + "- $\\theta$ is the desired output angle" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cd5f1f7a", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--- Grating Coupler Design ---\n", + "Silicon thickness: 220 nm\n", + "Etch depth: 90 nm\n", + "Target angle: 5.0°\n", + "Effective index (avg): 2.670\n", + "Calculated period: 609.2 nm\n" + ] + } + ], + "source": [ + "# SOI layer stack\n", + "H_SI = 0.220 # Silicon device layer thickness (μm)\n", + "H_BOX = 2.0 # Buried oxide thickness (μm)\n", + "\n", + "# Grating design parameters\n", + "ETCH_DEPTH = 0.090 # Partial etch depth (μm) - optimized for efficiency\n", + "GRATING_ANGLE = 5.0 # Target radiation angle (degrees)\n", + "N_PERIODS = 30 # Number of grating periods\n", + "FILL_FACTOR = 0.5 # Nominal fill factor (will vary with apodization)\n", + "\n", + "# Apodization for Gaussian-like output beam\n", + "USE_APODIZATION = True\n", + "APOD_R = 0.020 # Apodization rate (μm⁻¹) - controls fill factor variation\n", + "\n", + "\n", + "def calculate_grating_period(wavelength, n_eff, n_clad, angle_deg):\n", + " \"\"\"\n", + " Calculate grating period using the Bragg condition.\n", + "\n", + " Parameters\n", + " ----------\n", + " wavelength : float\n", + " Free-space wavelength (μm)\n", + " n_eff : float\n", + " Effective index of grating region\n", + " n_clad : float\n", + " Cladding refractive index\n", + " angle_deg : float\n", + " Desired output angle (degrees)\n", + "\n", + " Returns\n", + " -------\n", + " float\n", + " Grating period (μm)\n", + " \"\"\"\n", + " angle_rad = np.radians(angle_deg)\n", + " period = wavelength / (n_eff - n_clad * np.sin(angle_rad))\n", + " return period\n", + "\n", + "\n", + "# Effective indices for 220nm SOI with 90nm etch\n", + "# These would typically be calculated using a mode solver\n", + "N_EFF_UNETCHED = 2.82 # Effective index of unetched slab\n", + "N_EFF_ETCHED = 2.52 # Effective index of etched region\n", + "N_EFF_AVG = FILL_FACTOR * N_EFF_UNETCHED + (1 - FILL_FACTOR) * N_EFF_ETCHED\n", + "\n", + "grating_period = calculate_grating_period(WAVELENGTH, N_EFF_AVG, N_SIO2, GRATING_ANGLE)\n", + "\n", + "print(f\"\\n--- Grating Coupler Design ---\")\n", + "print(f\"Silicon thickness: {H_SI*1000:.0f} nm\")\n", + "print(f\"Etch depth: {ETCH_DEPTH*1000:.0f} nm\")\n", + "print(f\"Target angle: {GRATING_ANGLE}°\")\n", + "print(f\"Effective index (avg): {N_EFF_AVG:.3f}\")\n", + "print(f\"Calculated period: {grating_period*1000:.1f} nm\")" + ] + }, + { + "cell_type": "markdown", + "id": "76cf64bc", + "metadata": {}, + "source": [ + "### 2.3 Visualizing the Grating Design\n", + "\n", + "Let's plot the grating structure to understand the apodization pattern.\n", + "**Apodization** gradually varies the fill factor along the grating to create\n", + "a more Gaussian-like output beam profile, which better matches the fiber mode." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8482a84a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Ll1fXSfuNECGEEKKw0SKEEEKIZ5JGo8n3PsaNG4eNjU2G+SdOnKB69er4+vrSr18/3nrrLcaPH8/kyZON1rt9+3a+M2TGwsKCN954Q52uVKmS0fLUXpPHjx9HURR1/oABA9Sfra2tn+hDaI4cOUJycrI6PXDgQKPlaaeTk5M5cuSIWY/fv39/9WdLS0t69OihTt++fZvQ0NBst9+/f7/RdKtWrdBoNOortTcjpDzAKSuTJk1Cq33yH0FdXFwYOXJkhvlpey+6u7urvQkBihUrZjSduq6LiwvVqlUDUno5lilThs6dOzN+/Hi+++47QkJCKFOmjLpd2p58kydPpnHjxgwZMoQPP/yQXbt24eTkhIuLi7q/hQsXZngtX75c3YezszOHDx9mxIgRFClSJMM5KYrC5s2badu2rfqwwcuXL6s9MQFmzpxpdP3SPrzw4cOHXLlyBcCo52KVKlXo06eP0bG0Wi2lS5fOkCEvLl++bPSwuX79+qm9+yHjeyarnqf9+/fH0dFRna5YsaL6c+q9ISdhYWHqz6nXJr28XIfsHDt2zGg6bVmXLl2apk2bZrpd2vfm48ePcXNzU6+rg4OD0blk995My9raml69eqnTGzZsICoqiuTkZNasWaPO79ChA0WLFs1xf3mtf9WqVaNYsWLqsn379nH8+HHi4uKwsrJi2LBhwL89b9P2wG3ZsmWmWdzc3NSf05aNEEIIUdhIo60QQgjxDEn7VdyrV68aNVgWK1aMBQsWsGDBAuzs7EzaX+XKlTPMi4uL4+WXXzb6emxWEhISTDpObnl4eBg1JltbWxstNxgMAISHhxvNL168eLbTpkj/dedLly6ZtF3axihIOYfsprNqXEp7TcH0Mk7b8JHZ8dKXVXrp82cnu4aQzOpUdvJa3umVK1cOnS7jyGBpzyt9maSfl/aa/Pjjj1StWhWAkJAQNm7cyMKFCxk4cCClSpVi7Nix6rqvvPIK48aNw9ramuTkZA4ePMiKFSuYMGECLVu2pFy5cur76dGjR4wfPz7Da/bs2Rlyff755zx48IBjx46xdOlSevToYfReuHTpktqYnpvrB/9ew7TbpW2ILgjmeo+kb0ROWyap9wZzye11yE7a96CjoyO2trYZjpUZc70300s77EFcXBy//PIL27dvN/oDj6lDI+S1/oFx4+vevXvVhtk6derw4osvAinDvISFhanDt0DKH5Yyk/4eKoQQQhRWMqatEEII8Qx54YUX1LE7Hz16xO+//06nTp0AcHV1Zdy4cQDMmzdPHaMyO/b29hnm7dmzh7t376rT77zzDhMmTKBo0aLExsZmuo25WVpaGk1n1as4fe+3+/fvG02nHevWVC+88ALvv/++Or1y5Uo6d+6c43aurq5G0+l7tqafTu3dl75XalxcnPpzZGRkjj1kU92/f9+oR3L67TLrKZhW+vwzZ87M0KhkitzWj7yWt6nHTXtemZVl2nlpe1zWrFmT8+fPc/bsWU6cOMHVq1c5ceIEW7duxWAw8PHHH9OhQwe1wWnBggVMnjyZAwcOcOnSJa5cucLvv/9OSEgIwcHBjBgxIsNYuKawsLCgTp061KlTh+HDh7N3716aN2+uLk+9H6S/fgMHDqR69epZ7je14TPtdoGBgbnOlxt5fY+kZ+r9ITtpe4+a0jvX1OuQnbTvwaioKOLi4ozeY1m919OWm6enp9EfDNLLzfjh9evXp2rVqly4cAGA77//3qjh2MPDw6gnenbyWv8gpdF23bp1QEqjbWqGZs2a0aBBA6ysrEhISGDx4sXqtxnc3NyoWbNmpvtO24Ds7u5uUn4hhBDiaZBGWyGEEOIZMmrUKJYvX67+4jps2DB8fHzw8/Mz2zEePnxoNN23b1+1gSPtA4TSS9+QYkqjcX7VqVMHjUaj9qxas2YNAQEBQEoP1bRf8zVVgwYNaNiwofrwqI0bNzJ//nyjr/emOn78OCEhIXTo0IH69etjYWGhXptVq1bRrl07dd1Vq1apP1tYWFC/fn0gY2PqoUOH1B6ec+fONbnX2Pfff69+TT8pKcnoWpUoUSLLXnypGjdubDRdtGhRhg8fnmG98+fPm/wVdFPktbxN1bhxY7UswsLC2Lp1q9oQdf/+fbZu3Wq0bqpTp07h5+dHjRo1qFGjhjrf19eXM2fOACnDiLRs2ZLAwEBcXFwoUqQIbdu2Vfffpk0b9WGBJ06cAFIaq3K6posWLaJ48eJ07do1w/AlDg4ORtOp9adSpUq4ubmp79+4uDj1jzhp3b9/n/3796uNe02bNlWH6rh48SJr1641+tq8oijcunVLfaBcft7nlSpVwtXVVW1U++GHH3jjjTfUIRLSvkcgY500p7Jly6o/JyYmcv/+/Qy91fNyHbKT/mFnP/74I6+++ioAQUFBRkNVpJW+Drdp0yZDg6WiKOzYsUN9KJypBg0apL7Xdu3aZdSDuF+/fpn2Xs9MXusfGPeYPXnypPoHmGbNmmFjY0PdunU5cOAAn3/+ubpeixYtMm2sT05OJiQkRJ1Oe52FEEKIwkYabYUQQohnSLVq1Zg1a5b65O179+5Rt25d2rZtS506dbC0tCQwMJDIyMg8HyP9+LH9+vWjZ8+eBAUFqU8Gz4y7uzuWlpYkJSUBKU+aP336NJaWlrRo0SLTp7Pnl6enJ+3bt2fTpk0AfPfdd0RERODr68umTZu4fPlynvb7zTff0KRJE/XrzO+99x4//PADAQEBuLq6cv/+ffbu3cuxY8eYNm0aHTp0wM3NjUGDBvHNN98AKQ3c4eHhNGrUiEOHDrF9+3Z1/wMGDFDHXaxcuTKOjo5ERUUBMGLECDZt2sS9e/eyHNMzM8uXLycsLIyaNWuydetWo+Ethg4dmuP2vr6+vPjii/z1119Ayh8Itm7dSp06ddBqtQQHB3PgwAEuXrzItGnTshx/My/yUt6mGjhwILNmzVIbk7p168aQIUNwcnLixx9/JDo6Gkjprfn222+r2zVs2BAvLy+aNWuGl5cXTk5OnD59Wm2whX8b6tatW8e0adNo0aIFFSpUwNPTk5iYGKM/GpjSqJfqzJkzvPPOOzg6OtK8eXNq1KiBk5MTd+/eVXskQkrjf+rXx7VaLWPHjlV7Lf/000/cuHGDF198EUdHR+7du8exY8c4fPgwTZs2pUuXLgCMHj2aL774Qu3h3adPH9atW4efnx+PHz9m165dtGjRgsWLFwP5e59rtVrGjBnDlClTgJQxa5s2bUqbNm24dOmS0R8aWrZsia+vr8llllulS5emRIkS3LlzB0hpVE/9g0+qvFyH7HTs2BF3d3d1aIDhw4dz9OhRXFxc+OGHH9QyTW/QoEF88MEHPHjwAL1eT5MmTejevTvly5cnISGBy5cvs2vXLkJDQ9m5c2euhrno378/EydOJDk5GUVRjMbmNXVoBMh7/QOoUKECJUuW5Pbt2+j1eiIiItBoNDRp0gRIabw9cOAAERER6jZZjWd78eJF9Q8JVlZW6h/HhBBCiELp6Tz/TAghhBAF6ZNPPlGsra2zfKp52tfYsWPV7Xbu3Gm0LP1Tz1MFBARkuq+BAwcaTad/MneXLl0y3W7BggWKomT/5Pmsnrie03aBgYFK8eLFM32ye9rz0Gg0uSrjU6dOKZUrV86xfKdNm6ZuEx0drTRv3jzb9Zs0aaJERUUZHWvy5MmZrlu3bl2lWLFimR4r/bVs3759pvuoU6eOEhsbq263YsUKo+VphYaGKn5+frk65+z2V9DlnbY++vv7Z7nv3bt3K0WKFMlyn1qtVlm4cKHRNjm9v8qUKaOEh4criqIoc+fOzTH3p59+anJZpH+fZfWaPXu20XbJyclK//79c9wufVlt3rxZcXR0zHL9t956y2j9/LzP9Xq90r1792zzValSRblz547RMdMuT3/fMbUeZFfOU6dONdt1yO5etnHjRsXCwiLDPhwdHZXatWtneR779+9XihYtmmOWtGVtqnbt2mV638hMdtc2r/VPUZQM29WoUUNdtmnTpgz7uHDhQqb5vvrqK3WdF154IddlIYQQQjxJ8iAyIYQQ4hk0evRoAgMDmT59Ok2bNsXd3R2dToetrS2lSpXixRdfZPr06Zw4cYKPPvoo1/v/9ddfefvtt/H09MTKyory5cszZ84ctRdpVpYvX87AgQPx8PDIMFZrQSldujSHDh2iV69eFClSBFtbWxo1asTmzZvx9/dX18tNT0f492vwq1evplu3bvj4+GBra4ulpSVeXl68/PLLrFy5kjFjxqjb2Nvbs2PHDr7++mtatmyJq6srOp0OFxcX/P39+fLLL9m1a1eGr1bPnDmTOXPmUKZMGSwtLfHx8WHixIns3r3b5HFllyxZwmeffUbVqlWxtrbG09OTt956i3/++cfkfRQrVozDhw/zxRdf0KpVK4oWLYqFhQX29vZUrlyZfv36sXr1asaPH296QZooL+VtqubNm3Pu3DneeecdqlWrhp2dHVZWVpQqVYq+ffty4MAB3nnnHaNtvvjiCwYPHkzNmjXV95eDgwM1a9bk3Xff5fDhwzg7OwPQuXNnpk6dSuvWrSldujR2dnbodDq1J/jvv//Om2++aXLeDz/8kB9++IEhQ4ZQp04dSpYsibW1NdbW1pQuXZqePXvyzz//qD3uU2m1Wr777js2b95Mt27dKFmyJFZWVlhbW+Pj40OHDh1YvHhxhmFD2rVrx/nz5xk/fjw1a9bEwcFBLff27dsbDfMB+XufW1hY8NNPP/Hzzz/Trl07ihUrhk6nw9nZmQYNGrBgwQKOHj2Kl5dXrvabF0OGDFF//uWXXzIsz+t1yE7Hjh35+++/ad68Oba2thQpUoROnTpx+PBho2E40mvcuDHnz59nypQp1KlTBycnJywsLChSpAh16tRh1KhR/PXXX0bj7Jpq8ODBGeblppdtqrzWP8jYczZtT/4mTZoY1bPixYtTpUqVTDOkvY5pr68QQghRGGkURR6fKYQQQohnl8FgQK/XY2VlZTQ/OTmZxo0bq+N1vvjii/z5559PI2KB2LVrl1FDR2BgoNHDfYQQOatevbo6lMiZM2eybTgVhVtYWBheXl7o9XqKFi3KrVu3MoxFLIQQQhQm0tNWCCGEEM+0yMhISpQowVtvvcWKFSvYvHkzX331Fc2aNVMbbCGld7IQQqQ1Y8YM9edPPvnkKSYR+fX555+j1+sBmDRpkjTYCiGEKPSkp60QQgghnmnh4eG4uLhkuVyj0TBjxgz14UfPCulpK4R5NGzYkMOHD2NlZUVgYOATGZpBmFdcXBylSpXiwYMHlCpViitXrmBtbf20YwkhhBDZ0j3tAEIIIYQQBcnOzo6JEyeyc+dObty4wePHj7G0tMTb25umTZvyxhtvUK9evacdUwhRSB06dOhpRxD5ZGtrS1hY2NOOIYQQQuSK9LQVQgghhBBCCCGEEEKIQkTGtBVCCCGEEEIIIYQQQohCRBpthRBCCCGEEEIIIYQQohCRRlshhBDiKRg0aBAajQaNRkOLFi2edpz/jBYtWqjlNmjQIHV+UFCQOl+j0bBr1y512fTp09X58iCup6ew1/ldu3YZ1aGgoKB87zOr+lrQ8nrc0qVLq9tNnz69wPKJ7D2tepNeQbwnnpa057Fy5cqnHUcIIYQwiTTaCiGEEHmU/hfa1JeFhQXOzs74+voyatQorly58rSjFkqPHj1i8uTJ1KpVC0dHR6ysrChWrBhVqlShS5cuzJgxg1u3bj3tmIVSYWnUSVUYG2TTNtb/1xqc5A8NT0faRuvsXmmtXLkyy2VCCCGEEPmhe9oBhBBCiGeNwWAgMjKSM2fOcObMGVasWMGuXbuoV6/e045WaAQHB9O0aVNu375tND8sLIywsDAuXbrEhg0b8PX1xdvbW10+fPhwXn75ZQCqV69u0rHatGmDg4MDAM7OzmY6A/GsKVeuHAsWLFCnXV1dn2IaIYQ5pX1vy7/FQggh/iuk0VYIIYQwk549e1K3bl30ej1Hjhxh/fr1AMTGxjJ79mw2bNjwdAMWIu+9957aYKvT6ejevTtVq1ZFURRu3LjBgQMHMu2h3LNnz1wfq3HjxjRu3DjfmcWzzdvbm3Hjxj3tGKKQKFu2LMOHD3/aMZ45MTEx2NraotU+2S98yntbCCHEf5EMjyCEEEKYSUBAAOPGjWPChAn89ttvRj1BL126ZNI+shubFXL+WvyNGzcYPXo0VapUwd7eHltbW6pWrcqECRN48OBBfk7PrP7880/158mTJ/Pjjz8yefJkpkyZwooVK7h8+TIXLlzAz8/PaLu8DAuQ01fNY2JiWLx4Mf7+/ri5uWFlZUXx4sXx9/fn888/z7D+8ePHGTBgAGXKlMHGxgYHBweqV6/OO++8k6HncGaZr169Su/evSlatCg2NjbUrl2bjRs35upcdu/erc5btWpVlsMAJCQk8Nlnn9G8eXNcXV2xsrLC09OT7t27c/DgwSyPs3fvXnr16kWpUqWwtrbGycmJRo0a8fnnn5OUlKSul/rV8FWrVqnzdu/enW0dTvXgwQNGjBiBl5cX1tbWVKlSheXLl5tUDgUhp/E7g4OD6dOnD25ubjg4ONC8eXP++eefXH09PigoiH79+uHu7p7ptU/NMGPGDKPj5nc8zuvXr9OjRw/c3Nyws7OjadOm/P333yZvn9M55pTP1PpUmKQ24mf2gn/v1YMHDzbaLm1ZpB8X+OjRowwePJjy5ctjZ2eHg4MDFStWZPDgwVy/fj3LLDnVm7QiIyOZO3cuDRo0wNnZGSsrK0qVKsWgQYM4f/58pts8fPiQYcOG4eHhga2tLXXr1mXdunW5KC1j6cdG3rdvH61bt8bZ2RkHBwciIyPVdU+fPs2QIUMoV64ctra2ODg4UKtWLebMmUNMTEym+9+7dy8tWrTA3t4eV1dXevToQWBgYLbDtORUR3fs2MErr7xCyZIl1Tpau3Ztpk2bxqNHj3I8x+PHj/Pyyy9TpEgR7OzsaNasGfv27cuw3dmzZ+nXrx+lS5fG2toaW1tbSpUqRatWrZg4cSJ37tzJXWELIYR4tilCCCGEyJOdO3cqgPpasWKFoiiKotfrlYMHDypOTk7qMn9/f6NtBw4cmOmywMBAo33u3LnTaDt/f3912cCBA42WbdiwQbGzszPaPu2rRIkSyoULF0w+v2nTpmW5r8xe6c8xO46Ojup2vXr1UuLj403aLqvzz67c0p6Hj4+P0f6uX7+uVKhQIctz8vX1NVr/448/VrRabZbrOzs7Z3vNatasaXTuqS+NRqP8/fffOZ6/KdckMDBQURRFuX//vuLn55flelqtVlm8eHGGY0yaNCnb/Tdr1kyJjo5WFEVRVqxYkWOe1PJIW+crVaqklC5dOtP1v/nmmxzLwRTpyyq1XLKS/v2cdv3AwEClePHimZZh+/btjeallfba16tXT3F1dc322qfPkNkr9T6TnbTHbdSoUabH1Wq1yk8//WS0nY+Pj7p82rRp6vz01zm97PLlpj6ZIu25mfJKex45SXv+Od3P0t9zcjr2jBkzFI1Gk+W669evz/QcTak3qa5cuZLl+wpQrK2tM1zzx48fK5UrV850/fR1O6f3UGbl2KhRI8XCwsJoP48fP1YURVGWLl2q6HS6LPNWrVpVuXv3rtG+//jjj0y3cXNzUxo3bpzl9cuujo4dOzbb61iiRAnl3LlzWZ5j/fr1FUtLy0zLO+2/uefPn8/232hA2bp1q0llLIQQ4vkgwyMIIYQQZjJ48OAMva4AtFot48ePL9BjBwYG0rt3b+Li4gCoVq0aXbp0wWAwsHr1aoKDg7lz5w7dunXj7NmzWFhYFGienNSuXVvtLbp27Vq2bNlCo0aNqF27Ng0aNKBVq1Y4OjoWaIbk5GQ6d+7M1atX1Xn16tXjhRdeIDk5mcOHDxv1CNuzZw9jx45FURQASpUqRe/evYmOjmbFihXExsYSERFBt27duHbtGi4uLhmOeebMGVxcXBgzZgxxcXEsX76c5ORkFEVhwYIFvPDCC9lmTh2f94svvuDGjRsA1K1b12jYiNSxWPv378+pU6cAcHR0pE+fPpQsWZL9+/ezbds2DAYDY8aMoW7dujRp0gRIuRZz5sxR9/XSSy/RpEkTQkNDWbVqFdHR0ezdu5cxY8bw1VdfUa9ePRYsWMC6des4duwYkPFr5eXKlctwHpcvX8bGxobhw4dja2vLF198odbd+fPnM2TIkGzL4UkbNWoU9+7dU6fbtWtHnTp12Lx5M5s3bzZpH0ePHs3x2qeOq/vnn3/y119/AeDi4sKkSZPU/eR2PM6DBw/i5eXFe++9R1RUFN988w0JCQkYDAZef/112rRpU2BjPee2PhUmt27dYuHChRnmV69enYCAAFxdXVmwYAHHjh0z6pWaduzU1GFZfv75Z6ZNm6bOt7Ozo1evXvj4+BAYGMgff/yRZQ5T6g2k3M+6dOmi9hB3d3enT58+uLq6sn37dg4cOEBCQgIDBgygTp06lC1bFkj5pkPab4L4+/vj7+/P/v37Ta7b2Tl48CB2dnb069ePEiVKcPLkSSwsLDhw4ACjRo3CYDAA0LBhQwICAoiKimLVqlU8ePCACxcuMGDAAPWbGbGxsbz66qvo9XogZWidwYMH4+rqynfffceBAwdyne/7779n0aJF6nTqv50hISGsWrWK5ORk7ty5Q9euXTl//jw6XcZfn48cOULJkiXp27cvt27d4scffwRSvunwySefsGzZMiDlWxGxsbEAlCxZkn79+mFvb8/t27c5d+4chw4dynV+IYQQzzZptBVCCCEK2AcffED79u0L9BhLlixRG70qVqzIsWPHsLGxAVIanLy9vUlOTubixYts3ryZjh075rjPtA/wMkXaB4blZP78+TRr1ozExEQg5Su927dvZ/v27QDY2Njw+uuvM3fuXOzs7Ezeb25s2bKFs2fPqtOvv/46y5YtM/r6d2rDKMCiRYvUBltHR0eOHj1KsWLFAGjfvj3t2rUD4NGjR6xatYq33347wzE1Gg07duygVq1aQMp5Ll68GEhpnMlJ6vi8mzZtUrNVq1Ytw3iNZ86cUcsSYOPGjbRs2VKdbt++PVu2bEFRFD766CO10Xb+/PnqOgMGDDAa9sDf358ePXoAsGLFCubNm0e1atWoVq0a586dUxttTR0bdu3atXTq1AlIaQBPLa/Lly8TFRVV4I32prp79y5btmxRp3v27MnatWsBeP/99/H19eXy5cs57seUa59adtHR0WqjrZOTU77G47S0tGT//v3q0CBNmjShb9++AISHh/Pzzz/z2muv5Xn/2cltfTLl4W9pH0ZoiryOZ33jxo1M/9g2cOBAAgIC1OuycuVKo0bbzK7VvHnz1J/t7e05ceIEFStWVOfFxMRkORSAqfeMzZs3q8MfWFhYsH//fipUqACk1NNatWpx9uxZ4uPj+eyzz1i0aBF6vd7omqQO+aHValEUhYCAAKOhbPLCwsKCvXv3Urt2baP5CxcuVBtsW7RowY4dO9Rxbnv27En9+vUB+Ouvvzhz5gw1a9bk999/5/79++o+lixZwrBhwwB47bXXqFKlitqga6qPPvpI/bl06dIcPXoUW1tbIOUPYiNGjADgypUrbNq0ic6dO2fYh729PYcPH8bLywtIaVxOHcM+7TWKj49Xfx45ciQTJkww2s/jx49zlV0IIcSzTxpthRBCCDNJfRBZcnIy58+fZ82aNej1eiZNmkRSUhJTp04tsGPv379f/fnKlSvqL52ZOXDggEmNtgX5AK/69etz+PBhpk+fzpYtWzKMaxkfH8+nn35KREREnsbwNEX68QZnzZqVYbzO1N5ogNEYsAEBAWqDLUDbtm1xd3cnLCxMXTezRttGjRqpjS8AlSpVUn825y/saesDQKtWrbJcN7V3WmxsrNozF+C7777ju+++y3Sb1IftBQQE5Cmfl5eX2mALxuUAKWVRWBptjx8/rjbWQ0rjYypra2t69+6dYezSzDypa59es2bNjMZy7tmzJ4MGDVLfc8ePHy+QRtuCqk95eRjh0xQbG8vJkyfV6QEDBhg12EJKo5+9vX2m25tab9K+55OTkzMcI63U9/ylS5eIjo5W5/fu3VttONVoNPTt2zffjbZt27bN0GCbPu+uXbuy/fbHgQMHqFmzpvqHoVT9+/dXfy5fvjxNmzbNcgztzMTGxnLmzBl1unv37kb/dg4YMEBttIWU+3pmjbadOnVSG2wh62vUrFkzPv30UyClh/Pvv/9O5cqVqVSpEg0aNKBZs2ZP/VswQgghChdptBVCCCHMJCAgwOjhWGXLllUfKDRr1ixeffVVSpQokat9pm0sgpSvW2YmswelZCW1YTEnBw4cyNXXTb29vXPVoOLn58eGDRuIjY3lyJEjHDp0iO3btxv90r1q1SoWLVpkUg+83EpbZnZ2dkaNsDmt7+HhkWG5h4eHWrZZNcKlfxCatbW1+nP6a50feakPjx8/zlUGU+tRZrIrB0DtgVcYhIeHG00XL1482+msPKlrn176em1hYYGbm5s63EP68zOFoijqHziyuicVVH1at24dt27dMnm/ef3jk7+/f64aALOSvhzKlCmTq+1NrTd5ec+nv/bp60pm97ncqly5cqbz85vX0dExQ0O3qe/FVOmvTfrztbe3x8HBQW3Yzst9Pe297JVXXmHcuHEsWbKEhIQEDh48aPTHQB8fHzZv3ky1atVydR5CCCGeXdJoK4QQQhSQ1K93QkpPsqNHj+bYaJvayylV6pAHkPLLX1ZPGE/bqFmtWjWjxuP0qlevnm2GVH/++afRU+xz4u/vn6decHZ2drRo0YIWLVowYcIEZs2aZdQr+erVqzRo0CDX+81J2jKLjY3l/v372Tbcurq6ql/NDQ0NzbA87bzMxrOFlK+qp5W+Z6+5pG/knjlzZra9rwGKFCliNN2xY0eaNWuW5fqZ9Z4z1ZMqB3NIXy5pv54NGI11m52ndc7p8yYnJ/Pw4UN1Ov35ZSaz+1LqsCVpx4ROq6Dq0xdffKGOh22KadOmFdg3Bkzh4uKCRqNRGwcDAwNztb2p9Sbte97GxoZZs2Zluc/UMYxzqtuZ3edyK6sexGnvp02bNjXqeZ9e6vVLmzcqKoq4uDij+5qp78VU6a9N+vONiYkx6olsjvv6ggULmDx5MgcOHODSpUtcuXKF33//nZCQEIKDgxkxYkSu6rcQQohnmzTaCiGEEAUk/RilycnJOW6T/pfoQ4cOqWOlLl++PMveaI0bN+bIkSNAyhicvXv3ztBArNfr+eOPPwqkATS33nzzTbp164a/v3+GX3DTj6NrSqNSXjRt2tRozM1p06axdOlSozzBwcH4+PgAKWWcOk7htm3bjBp5t27danRtCrqRKG0jQeqDbdJKf/yiRYsaPRws1fnz59XeY/b29vj5+alfaX/48CFvvfVWhgaJiIgItm7datQbLKc8+bFy5UqjB/wVZK/UzNSpU8eoYWfNmjXq1/gTEhJYs2aN2Y9pzvLcu3cvQUFBam/AdevWGQ1HUqdOnRz3kdl9qVWrVhgMBubOnZvpNvmpT/8l6c8nNjbWaBxuOzs7atWqxYkTJ4CUB1+NHTuW8uXLq+vExcURFRWVY2//7KR9z8fHx1OtWjXatm2bYb3Dhw+rPUErV65s1JN0zZo1vP766+qYtqtXr85zHlPypt5P7927x+uvv46Tk5PROnFxcfz888/qudWtW9do+dq1a9V7w7Vr1zIMeZMTOzs7fH191Tr6888/M2PGDLUhOP1wHvm9rwcGBuLi4kKRIkVo27aten3atGlD165dAdR6IoQQQoA02gohhBBms23bNh48eEBycjIXLlxQnyANKV9JNqWx1MnJiYoVK3LlyhUAZs+ezcmTJ4mLi+Off/7Jcrs333yTZcuWER8fz6NHj/Dz86N79+54e3sTHR3NhQsX2LVrF+Hh4eovjjmZPn26SWN15sUff/zBZ599hpeXF/7+/lSoUAErKysuX75s9FCfMmXKZDs2Y360a9eOGjVqqA8jW7ZsGSdPnqRVq1YoisKJEye4f/++Oh7lmDFj2LhxI4qiEBUVRb169ejTpw/R0dF8++236n5dXV0ZOHBggWROlbZBfvPmzUyYMIGiRYtStGhRBg0ahK+vLy+++KL6MKtRo0axdetW6tSpg1arJTg4mAMHDnDx4kWmTZtG06ZNARg/frz6kKr9+/dTs2ZNOnTogIuLCw8fPuTkyZPs27cPT09PevXqlWme48eP89Zbb+Ht7Y2VlRWjR48u0LIwVceOHbGyssowv0OHDkybNi3L7Tw9PWnfvj2bNm0CUhpyIiIi8PX1ZdOmTSY9hCy30pZnWFgYgwcPpmrVqmg0GkaOHJljr+m0kpKSaNKkCf379ycqKopvvvlGXebs7Ez37t1z3Ef6huuuXbvSpk0bLl++bDQmaHp5rU/ZMceQBaa4desWCxcuzHRZz5491Qcvpv/jWJ8+fWjcuDFarZb+/fvj4eHBhAkT1IeuRUdH4+fnR69evfDx8eHWrVts2rSJpUuXZjpeqqnat29PlSpVuHjxIgCdO3ema9euVK1aVf2Wxp49ewgODmbFihX4+fmh0+kYMGAAS5cuBWDPnj20atUKf39/9u/fz44dO/KcJyfvvPOOej+9du0a1atXp2vXrnh4eBAREcHZs2fZvXs3MTEx6jjSnTp1olixYmoP3WHDhnHkyBGcnZ357rvvcv0QstQcqWPjBgUFUa9ePbp06UJISIjRQ9oqVqyY7weKrlu3jmnTptGiRQsqVKiAp6cnMTExRn/4Kag/UgohhPiPUoQQQgiRJzt37lQAk14zZsww2nbgwIHqMn9/f6NlX3/9dab7KFu2rFK5cmV1euDAgUbbrV+/XrG3t88xS2BgYMEWjAl8fHxyzGljY6Ps2LHDaDt/f/9Mzz8wMNBo2507d6rLpk2bps738fEx2t/169eV8uXLZ5nB19fXaP2PP/5Y0Wq1Wa7v7OxsdOzsMiuKoqxYscJoe1Nt3Lgx0+NXq1ZNXSc0NFTx8/PLsZynTZtmtO+JEyfmuE36cjx58mSm5WJvb6+uk12dT/9eSltH81pGaa97dq/Ua5JdhsDAQKV48eIZttVoNEpAQIDRdFp5vfZ3795V7OzsMs0bFhaW47mnPW7t2rUVR0fHDPvRarXKmjVrjLZL+75MXy/69euXaZ527doZTa9YscJou7zUp6fFlPtS+vtLfHy84unpmel6R48eVdebPn26otFostzn+vXr1XXzWm8uX76slC5dOsf8aa/Ro0ePlIoVK2a6XosWLbJ8T5hajunrUVqff/65otPpcsyb1h9//JHpNi4uLkrDhg3V6ZYtWxptl10dHTt2bLbH9/LyUs6dO2fyOWb1b87cuXNzPNdPP/3UpDIWQgjxfDAeoEoIIYQQZmFtbY2Pjw+vvPIK27ZtMxqjNSevvvoqy5cvp0qVKlhZWVG8eHGGDx/OkSNHsn0wTOfOnTl37hxjx46lRo0aODg4qA8datSoEePHj2f//v0ZHpryNGzfvp3PPvuMrl27Ur16dYoVK4ZOp8Pe3p6qVasycuRIzp49S6tWrQo0R9myZTl16hSLFi2iadOmuLi4oNPpKFq0KE2aNOG1114zWv/tt9/m8OHD9O/fHx8fH6ysrLC1taVKlSqMGTOGs2fP0qJFiwLNDCm9Rj/77DO1jmSmWLFiHD58mC+++IJWrVpRtGhRLCwssLe3p3LlyvTr14/Vq1czfvx4o+3mzJnD/v376devH2XKlMHa2hpLS0tKlChBmzZtmDNnToYeeH5+fqxZs4batWtjY2Nj1nNNO85m2nGin6TSpUtz6NAhevXqRZEiRbC1taVRo0Zs3rwZf39/dT1z9ZIrXrw4f/zxB02aNMlyTFBT1ahRgyNHjtClSxdcXFywtbWlcePGbNmyxeTerQBff/0148aNo0SJElhZWVGxYkXmz5/Pxo0bs90uL/Xpv8Ta2potW7bQpk2bDF/vT2vatGkcOnSIgQMHUrZsWWxsbLCzs6Ns2bL079/f5LHGs1OxYkXOnDnD/Pnzady4MS4uLlhYWODo6EjNmjV57bXXWL9+PX369FG3cXFxYd++fQwdOhR3d3esra3x9fVlxYoV2fZAN4cRI0Zw8uRJXn/9dSpWrIidnR06nQ4PDw/8/f2ZMmUKp0+fNtrm5ZdfZseOHfj7+2Nra0uRIkXo1KkThw4dUsfqhdy9Fz/66CP++usvunXrhpeXF5aWljg4OODn58eUKVM4c+aMWYbv6Ny5M1OnTqV169aULl1aPd/U3vy///47b775Zr6PI4QQ4tmhUZQnPDCYEEIIIYQQJmrXrh1bt25Fq9Vy5MgRk8ZgNTeDwYBer8/QQJ6cnGw0nvSLL77In3/++cTzCfG8iI+Pz/QPQ3fu3KFq1apERkYCKUMLTZo06UnHE0IIIcxKxrQVQgghhBCFUnJyMvv37wfg9ddffyoNtgCRkZFUqFCBPn364OfnR7Fixbhz5w4rV65UG2yBQjN+rxDPqm3btjFhwgR69+5NxYoVsbe358qVKyxZskRtsHVwcGDIkCFPOakQQgiRf9LTVgghhBBCFErHjh2jXr16FC1alCtXrpj0AL2CEB4enu2xNRoNM2bMYMqUKU8wlRDPnw0bNtClS5cslzs6OrJu3Tratm37BFMJIYQQBUMabYUQQgghhMhGYmIi06dPZ+fOndy4cYPHjx9jaWmJt7c3TZs25Y033qBevXpPO6YQz7zAwEAWLFjAnj17CAkJITIyEnt7eypUqMCLL77IyJEjKVmy5NOOKYQQQpiFNNoKIYQQQgghhBBCCCFEIaJ92gGEEEIIIYQQQgghhBBC/EseRFYADAYDISEhODo6otFonnYcIYQQQgghhBBCCCFEIaAoClFRUXh5eaHVZt2fVhptC0BISAje3t5PO4YQQgghhBBCCCGEEKIQunXrVrZjsUujbQFwdHQEUgrfycnpiRzTYDAQFhaGu7t7tq30QmRG6o/IL6lDIr+kDon8kjok8kvqkMgvqUMiv6QOifySOvTfEBkZibe3t9p+mBVptC0AqUMiODk5PdFG2/j4eJycnOSNKXJN6o/IL6lDIr+kDon8kjok8kvqkMgvqUMiv6QOifySOvTfktOQqnIFhRBCCCGEEEIIIYQQohCRRlshhBBCCCGEEEIIIYQoRKTRVgghhBBCCCGEEEIIIQoRGdNWCCGEEEIIIYQQQjzTFEVBr9eTnJz8tKMUGIPBQFJSEvHx8TKm7VNmYWGBTqfLcdza7EijrRBCCCGEEEIIIYR4ZiUmJnL37l1iY2OfdpQCpSgKBoOBqKiofDUWCvOws7PD09MTKyurPG0vjbZCCCGEEEIIIYQQ4plkMBgIDAzEwsICLy8vrKysntkGzdTexPnt4SnyR1EUEhMTCQsLIzAwkAoVKuSp57M02gohhBBCCCGEEEKIZ1JiYiIGgwFvb2/s7OyedpwCJY22hYetrS2WlpYEBweTmJiIjY1NrvchA1wIIYQQQgghhBBCiGeajPEqnrT81rn/fI39/PPPKV26NDY2NjRo0IAjR45kue7y5ctp1qwZLi4uuLi40Lp16wzrDxo0CI1GY/QKCAgo6NMQQgghhBBCCCGEEEII4D8+PMK6desYO3Ysy5Yto0GDBixevJiXXnqJy5cvU6xYsQzr79q1i969e9O4cWNsbGz48MMPadOmDefPn6dEiRLqegEBAaxYsUKdtra2fiLnI4QQQgghhBBCCCEK3qOIZKLjDAV6DAdbLa7OFgV6DPHs+k832i5atIihQ4cyePBgAJYtW8bmzZv59ttvmTBhQob1V69ebTT99ddf8+uvv7Jjxw4GDBigzre2tqZ48eIm50hISCAhIUGdjoyMBFIGuzYYCvYGkMpgMKhPCRQit6T+iPySOiTyS+qQyC+pQyK/pA6J/JI6JPJL6lDBSC3X1BekNNhO+DyMqAJutHW01TJvpLtZGm6rV6/OvHnzePnll1m5ciWffPIJJ0+ezLAs9RxT/1/Q1q5dy/r161m3bt0TOV5uDB48GGdnZxYvXmyW/S1evJiNGzeyc+dOkpOTqVWrFuvWraNKlSqZrp9a59K3D5r6Hv/PNtomJiZy/PhxJk6cqM7TarW0bt2agwcPmrSP2NhYkpKScHV1NZq/a9cuihUrhouLC61ateKDDz7Azc0ty/3MnTuXGTNmZJgfFhZGfHy8iWeUPwaDgYiICBRFkXFaRK5J/RH5JXVI5JfUIZFfUodEfkkdEvkldUjkl9ShgpGUlITBYECv16PX6wEIj9YTFWtAZwGWuoJ5YFeSXiEq1kB4dBJO9jk3oF6+fJn33nuPw4cPk5iYiKenJwMHDmT8+PEAnDp1CgC9Xq82RKeeT+qypKQkkpOTAZ7Ig8gMBgPvv/8+v/zyi5qlIM2cOZPTp0/z66+/mrR++nLKr/T7e/vtt5k4cSK//PJLpuunXquHDx9iaWmpzo+KijLpeP/ZRtsHDx6QnJyMh4eH0XwPDw8uXbpk0j7ee+89vLy8aN26tTovICCArl27UqZMGa5fv86kSZNo27YtBw8exMIi87+MTJw4kbFjx6rTkZGReHt74+7ujpOTUx7OLvcMBgMajQZ3d3e5uYtck/oj8kvqkMgvqUMiv6QOifySOiTyS+qQyC+pQwUjPj6eqKgodDodOl1KM5jOQgENWFlqsLIsmMZNjQb0BgWdhYV63Ox07tyZnj178tNPP2Ftbc2lS5e4cOFCpttqtVo0Gk2W+03bQFiQNm3ahKurK7Vq1Xoix9NqtWi1WpPKM3X97MopL8dPu7+ePXsyZswYQkJCKFWqVIb1dTodWq0WNzc3bGxs1Plpf87Of7bRNr/mzZvH2rVr2bVrl1Fh9erVS/25Ro0a1KxZk3LlyrFr1y5eeOGFTPdlbW2d6bi3qZXpSdFoNE/8mOLZIfVH5JfUIZFfUodEfkkdEvkldUjkl9QhkV9Sh8wvtaEt9QUp5fz/n/7/KhgaFKPjZuXBgwdcv36dYcOGYW9vD6QMeVC9enV1ndKlS7N48WI6d+5sdB5pl3Xq1AmNRsNff/3FlClTuHz5Mra2towePVr9pvoPP/zA7NmzuXv3LtWrV+fTTz+ldu3aALRo0YJGjRpx4sQJDhw4QIUKFVi1ahU1atTINPcff/xBq1at1BxBQUGUKVOGx48fU6RIESClN2p4eDgrV65Ul3/33XfMmDGDBw8e0LlzZ5YvX642NJ84cYJ33nmH06dP4+rqynvvvcfQoUPZsGEDc+fOxWAw4OjoCEB0dDQGg4HPPvuMpUuXcufOHYoXL86SJUsICAgAUr5l37t3bzZv3oyXlxdffvklLVq0AFJ6Js+aNYvVq1cTHh5OkyZNWLZsGV5eXgCcP3+eV199lfPnz1O3bl3q1atnVO4ODg7Uq1ePLVu2MHz48IzX///XPv172tT393/2LlC0aFEsLCwIDQ01mh8aGprjeLQLFy5k3rx5/Pnnn9SsWTPbdcuWLUvRokW5du1avjMLIYQQQgghhBBCCJGWm5sblSpVYvDgwfz0008EBwfneV8nT56kc+fOvPvuu4SFhXHp0iVatmwJwJ49exg+fDhffvklYWFhvPLKKwQEBBAREaFu//333zN//nweP35M3bp1efPNN7M81qlTp6hcuXKuM27dupWTJ09y4cIFduzYoT6D6t69e7z44osMHz6csLAwNmzYwLRp09ixYwedO3dm0qRJvPzyy0RHRxMdHQ3AZ599xuLFi1m9ejWRkZHs2LEDHx8f9Vjr1q1j2LBhhIeH079/fwYNGqQue//999m/fz/79u3j7t27VKxYUe3Mqdfr6dixIy+88AIPHz5kzpw5fP311xnOpWrVqurwFOb2n220tbKyok6dOuzYsUOdZzAY2LFjB40aNcpyu/nz5zNr1iy2bdtG3bp1czzO7du3efjwIZ6enmbJLYQQQgghhBBCCCFEKo1Gw65du/D19WXGjBmULVuWqlWr8tdff+V6X9988w09e/akW7duWFpa4uzsTMOGDYGUBtl+/frRvHlzLC0tefvtt3FxcWHz5s3q9v369cPX1xedTsfAgQM5fvx4lsd6/PhxnoYFnTp1Ko6Ojnh5eREQEKAe4/vvv6d58+b06NEDCwsLqlevzuDBg/nxxx+z3NcXX3zB9OnTqVOnDhqNhlKlShk9GKxdu3a0aNECCwsLBg8eTHBwMA8fPkRRFJYuXcqiRYvw9PTEysqKDz74gP3793Pr1i0OHjzIgwcPmD59OlZWVjRq1IiePXtmOL6TkxOPHz/OdRmY4j/baAswduxYli9fzqpVq7h48SLDhw8nJiaGwYMHAzBgwACjB5V9+OGHTJkyhW+//ZbSpUtz79497t27p7bOR0dHM378eA4dOkRQUBA7duygU6dOlC9fnpdeeumpnKMQQgghhBBCCCGEeLYVL16cjz76iPPnzxMWFkbbtm3p0qULjx49ytV+bt68SYUKFTJddvv2bUqXLm00r0yZMty+fdsoRyp7e3u1zSwzLi4uREZG5ipfZsdIfTBXUFAQW7ZsoUiRIurr008/5e7du1nuKzg4OMvzzexYkPIgsAcPHhATE0Pz5s3VYxUvXhwrKytu3bpFSEgIXl5eRuMDp+3BmyoyMhIXFxfTTz4X/tONtj179mThwoVMnToVPz8/Tp06xbZt29SHk928edPown7xxRckJibyyiuv4Onpqb4WLlwIgIWFBWfOnKFjx45UrFiRV199lTp16rB3795Mx6wVQgghhBBCCCGEEMKcXF1dmT59OjExMQQGBuZq21KlSmU5xGfJkiUJCgoymhcUFETJkiXzlNPPz49Lly6p0w4ODkDKOLKpsmtwTc/b25suXboQHh6uvqKiotiyZQuQ+ViwPj4+eRrS1M3NDTs7Ow4fPmx0vLi4OBo3boyXlxchISEkJSWp29y8eTPDfi5cuICfn1+uj2+K/3SjLcCoUaMIDg4mISGBw4cP06BBA3XZrl27WLlypTodFBSEoigZXtOnTwfA1taW7du3c//+fRITEwkKCuKrr75SG4GFEEIIIYQQQgghxLMhSa+QmFQwryS9YnKOx48fM3nyZC5dukRycjKxsbEsWrQIV1fXXI8Z++qrr7J27VrWr1+PXq8nIiKCQ4cOASlDH6xevZr9+/ej1+tZsmQJDx8+pF27drk6RqoOHTqwc+dOdbpo0aKUKlWKVatWYTAY2Llzp9rgaor+/fvzzz//8Ouvv5KUlERSUhKnTp3i6NGjAHh4eBAcHIxer1e3eeONN5gxYwanTp1CURRu3rzJxYsXczyWVqtl2LBhvPPOO9y6dQuAhw8fsm7dOgAaNmyIq6srs2bNIjExkcOHD6vLUsXGxnL06NE8l1+OGQtkr0IIIYQQQgghhBBCFEIOtloc7LTokxXiEgwF8tInKzjYaXGwzbnpzcrKijt37tCuXTucnZ0pVaoU+/fvZ+vWrepX+k1Vq1YtfvnlF2bPno2rqytVqlRh9+7dAPj7+7NkyRJeffVV3NzcWLt2LVu3bqVIkSJ5KUbatWvHgwcPOHfunDrv22+/ZcWKFTg7O/Pll1+qD/YyRYkSJdi+fTtffvklnp6eeHh4MHLkSHUIhu7du+Pk5IS7u7uaefTo0QwfPpwePXrg6OhI69atM+0Rm5m5c+fSqFEjWrVqhaOjI3Xq1OHPP/8EwNLSkt9//53t27fj6urKhAkTGDJkiNH2v/76Ky1btsx02ARz0CiKYnrTvzBJZGQkzs7ORERE5GlA5rwwGAzcv3+fYsWKZdpdXIjsSP0R+SV1SOSX1CGRX1KHRH5JHRL5JXVI5JfUoYIRHx9PYGAgZcqUwcbGRp3/KCKZ6DhDgR7bwVaLq7NFgR4jLUVR0Ov16HQ6NBrNEznmmjVr2LBhQ4ZeqM86g8GAn58fa9eupWrVqpmuk1XdM7XdUGf21EIIIYQQQgghhBBCFGKuzhZPtEH1WdW7d2969+79tGM8cVqtljNnzhTsMQp070IIIYQQQgghhBBCCCFyRRpthRBCCCGEEEIIIYQQohCRRlshhBBCCCGEEEIIIYQoRKTRVgghhBBCCCGEEEIIIQoRabQVQgghhBBCCCGEEEKIQkQabYUQQgghhBBCCCGEEKIQkUZbIYQQQgghhBBCCCGEKESk0VYIIYQQQgghhBBCiOdQ27ZtWbp06RM/7uuvv46rqyvFixd/4sf+r5BGWyGEEEIIIYQQQgghnqIWLVpgbW2Ng4MDjo6OVKtWjZ9//tlondDQUIYMGYKHhwd2dnZUq1aNzz77TF2+YsUKypYtS0REhDrv+PHjODg4cO7cuUyPu3XrVkaMGGFSxpUrV+Ln55f7k0tn3759/PLLLwQGBnLv3r187+9ZpXvaAZ5lt0KTcIxNeiLHUhQDkeF6EpQkNBppixe5oygGQkMTC6z+WFtp8HA1/XYT+khPQqLy1HM8D1nMlSO/96C85MgqS35JFvPlyE0WU+vQk8hiivzkMHceyZIifR161srFXHkkS9ZZ3IuY5zNQfvOYq1wKW5b85jF3lvzkedazPCt5CirLs5CnILMUxjwPwvXokxUSkwxoLAzZrqvVaLDUaQosC0CSXsGgZCwfgwKz58zjzdFvoSgK27ZuoUf3btSvXx8fHx/Cw8Np0qQJtWrV4siRI3h5ebFv3z4GDRpEcHAwCxYsYPDgwfz666+MGTOGFStWEB8fz4ABA5gyZQrVq1fPVZ7MJCfn/3ORXq8nMDCQUqVK4ezsnO/9Pcuk0bYAzfrqBm62YTw2VMdVe4aHhlq4aU8SYaiIveY2CbhiQQIakkhUimCvvUOEoSIu2vPquo8NVXDS3iDO4IGlJhoFDXrFDlttGFGG0hTRXvr/uiewdihFfPRZog2lsNY8IhlrFHRYEUGM4oWz9qq634cGX1y1Z4g0lMNOc48kHNFgwII44pWiOGqDeWyoiqv2rLpNuKESDpqbJOCGBfFoSCZRccJee5cIQ4V0uavipL1GnMETS00kChboFVtsNA+IVkpRRHtZXfeRoQYu2gtEGXyw0TwgGVsUtFgSRazi+f/cfrhpT6n/jzBUwE5zN1e545Wi6DRxaEgmSXHCVnuXSEN5XLQX0uSuhrP2KjEGT6z+nzsZG6x5mMvcxXHSXueRoSZu2tNprn0F7DUhJOKMBj0WJJCguOKgvZlJ7so4aoOIM7ij08SiQSFJccBWG0qkoSwu2ovpcl8hxlACK004CpYkY401j4hRSuKsvZImd01ctOeIMpTBRhNGMrYYksHJ+j4PE2Jw1gXyyFAjXe6K2GvukEARtCRiQSIJiiv22luEGyrjqj2XJncVHLWBxBmKodPEoEFBo3OkV4tYGtarwbFjx2jevDl79uyhQYMGnDx5knLlyhEWFoa1tTUxCTq++vkGEUkljHKn1NmzRBnKYKu5TxL2AFgSQ5xSDEdtVrlvk4ALWhKx1ul5s29ZIh4EU6tWLQ4fPqxmqVu3LufPn8fb25uIiAg0Gg1Jih3L1l7icVIZiqQp70eG6hTRXiLG4P3/95oVBqywJpwYJavcZbFN816z0cXx1oAqhIVcoUGDBhw4cEDNUqtWLa5evYqHhwdxcXEkJSWBZRG+WH2Wh0np32um3iP+rbNp7xE6nSV9Whvwq16e06dPqxmaNm3K/v37qVGjBsHBwbi4uGAwGLhzL4IV262wTg5KV2dPYOPgRUzUJeIpmut7hE5nwcieJUiIuU+lSpU4ceKEmqVRo0YcPXqUSpUqcffuXezt7bGwsCDo1gNW/e2AbfIVs94jrHQGRvUuTXT4bWrWrMmRI0fULPXr1+f06dOUKVOGhw8fYmlpia2tLVeuh/DDThdskzOWd37uETa6BEb3q8jD0OvUq1ePgwcPqlnq1KnDxYsXKVGiBFFRUSiKQpEiRTh3MZDVu4thl5z+3pb3e4ROp6Xfi1pqVC3DuXPnaNy4Mfv27VOz+Pn5cf36ddzd3UlISCA+Ph4PDw9OnL7Mmn0lsU8+m+09IklxwE4bip2DG/HRJ3loqJ0ht7UmnGQs0ems6fOCntq+lTh58qSaoUmTJhw8eJBq1apx69Yt9QNgREQE3t7eHD52lrUHyuKQfCrLe4QFSSSY+O+xTqdhVC9v4qLuUbVqVaN7W8OGDTl+/DgVKlQgNDQUGxsbrK2tCQsLo1y5cpw6dYpK1Rszd8k2QpMyv0ek1Fl3HLWBOX6OsPr/vS3y4U38/PyM7m316tXj7Nmz6gd9jUaDo6Mjd+7coUqVKhw/flzNcj8p4z0it58jbHTxjO5fiQd3r2a4t9WuXZvLly9TvHhx9d7m5uZGYGAgvr6+HDlyRM0SlpT7zxHRhlIUt7/Fw1hXDFhgp4vi7UE1CAk+T7Nmzdi7d6/6f19fX4KCgnBxcSE5OZmYmBg8PT25fPmy+l5LzfIgKf+fIxx0jxg7pDa3As+o5dG4cWMOHz5M5cqVuXv3Lg4ODmi1Wh4/foyPjw9nz56lSZMm6ntty/Zd/HrIC0v9nXx9jnC0DGXc0IYEXztp9O/xqVOnKFu2LA8ePFDvbaGhoVSoUMHovda4cWP+3nmQXw64o9XfN7q3xSnFcdTeMPlzhLPlbd59oxk3rhwz+vf4woULlCxZksjISBRFwdnZmVu3blGtWrUMnyP27D/OT3ud0egfk4zl//89fpzh3pbT5wgXy0DeHd6S0ydOEBAQoP57fO3aNfXelpCQgLu7O9evX8/yc4Sdkyefrb1Fkh70ij222vtEGXL3OcLN8goT3wzg8rkDNG3alAMHDlC9enVu3ryJs7MziqIQFRVFiRIluHjxYpafIyxti7L0p7vo9Xn/XaOo5SU1S+q/xxUrViQ0NBRbW1ssLS15+PAhZcqUyfFzxIPwJL5ZH0JUklueftdwtzyvZqlfvz5nzpzBx8eHx48fY2Fhgb29PXfv3n0inyOKWZ5Vs6Te2zw9PYmKiuLRo0coisKtW7eeyOcID8vTahZfX18CAwNxc3MjKSmJuLg4PDw8uHLlismfI4KDg/EoWYWPl+8mNCn3nyOiLXzp1TiI+nWqcefOHRwdHdFoNERERFCqVKlcfY64evUqderU4e+dB/jpcEUc9Cey/ByR2e9IMRbV6dMsBL8aFdTfNVL/PS5fvnyuPkecP3+eRo0asX//fvXfh4dJufsc4WoZyLBeldERg0ajwcnJidu3bxt9jti7dy9ly5bl0KFD6nsts88Rad9rf/69j18OemChT19ns/4c4Wx5mzd6lMfWMpGkpCSKFi3KjRs38vQ5Iv17zc2jHJ/+cIV4vemfI9A58UYXZ6y0cXh6enLp0qU8fY5I+15LvUcE3nzAht1RtG9ii92jWDQ6LTri0WOHjlj02GJBPAas0KBHo9Hi7qIDJRkrKyvi4uJwcHAgOjpa/b+trS2JiYlYWFgAYDAYsLS0JD4+Hjs7O2JiYnB0dCQqKgo7Ozvi4+OxtLTEYDCgT1Z4EAEaJZFkbNARp2ZJTDQQGR1PyP14NBjwq9sSJydnTpw8TcmSJfnwww/R6XQsX74cZ2dnYmJiaNasGd988w0vvfQSQ4YMwcfHh88++4w6derw+++/89dff+Hs7Mwbb7yBXq8nMTERnU6HoigYDAY0Gh0tW7Wk9UudGfraa+w7cJThr73ChMnzWPLxbOLi4ujRqz8TJ3/AuXNnGDlyOElJSTg4OABw5MgRKleuzHfffcdHH33ErVu3KFeuHIsWLaJu3brY2NjQokULGjVqxLFjxzh8+DDTpk1j6tSp6n66dOnCl19+yWuvvcbOnTuJiYkx2oednR0JCQns2rWLadOmcfXqVWxtbXnjjTeYOnUqMTExHD58mPfee4/r16/j6enJ7NmzadeuHQAWFhYkJiZiY2NDbGysem3s7e2JjY3F2toavV6PRqNBq9Wi1+uxtrY2Wjera5+cnLGepL32cXFx6PV6bt68iV6vVz9HlCtXzqR2RY2imNicLkwWGRmJs7MzPd67hL290xM5pgaFYo7h3I8qgkLB/lVIPHvi4pOxt3xMTJILtjYWZt13kl5Bn6zw4ahilCpumeP6N+8l8d5n99FZmPcvnLnN8TxkMWeO/NyD8pIjuyz5IVnMlyO3WUypQ08qS07yk8PceSTLv9LWoUQ9z1S5mCuPZMk+y7yRRbHWPKZYsWJotXnrdZvfPOYql8KWJb95zJ0lP3myy2IwGLh//36u61BBZMmPZyFPQWUp6Dx5qUO5zVOQZVNY83y4MoRe/lF4lSiFhc5GXXbj2nkCr18AoHnLjhw/upuY6Ai8S3rQqGEDNm3aBEDt2rUxGAycOnUKgE6dOrFv3z4ePnyIq6srzZs3Z8OGDQDUrFkTS0tLjh8/DkD79u1xcvq3XSghycCd+3oAtOmKp9crL9LmpQ4MGToag8HAX39u4p3Rg7l4+SreJYrTqFEjXnzxRWbOnJnhPL29vZkyZQpDhw5Fr9fz008/MXr0aBITEzlx4gQVKlTItHwSkgz4N2/JiwEdeHXoaA4d2E3fngEMfnUU4yfM4tatQDq2bcy3322gfiN/fvnpO1av/IzTp0+p+9iyZQuvv/46v//+O35+fmzYsIGhQ4dy5coV3NzcaNGiBRcuXGDTpk3Uq1eP+Ph41q1bx+LFi9UyhZShHbp27YqdnR2LFy9m3rx5BAUF4ejoyMmTJ2nSpAnff/89HTt2JDY2losXL9KwYUPOnDmDv78/v/76Ky1atODAgQO0b98+pUNApUo5V5ICFB8fT2BgIGXKlMHG5t+6l9puGBERYVQ/0pOetgXI0kKDleWTaUDVAJa6lONJo63IrSR9Sp3R6Qqmzurz8BUKywLIkpccz3oWc+XI7z0orzkyy5JfksW8OUzNYmodehJZTJHfHKnMkUeypDCuQ89muUD+80iWgs8C+cvzLGeBvOcpiCyQtzzPQxb47+cpyCzw385T0Fmg8OXR/P+/Gs2/mcpVqE65Cv8OGdCwSRsMCpQopsPaUkvv3r2N9lGlShX15zZt2hgtS79uxYoVs82j1WCUJdX8eVNYvOgDEhMTSEpMZNx7syhWrBgADx48wMvLK9P9eXl5ERYWpk43btyYqKgo/P39s2ywTUvD//NoNCiKwrj3ZmJja0uFilWpU7cR586epGFj/0y3/fzzzxk/fjy1a9cGoGvXrnz00Uds2bKF/v37A9CnTx/q168PgK2tbab7GTx4sPrz+PHjmTNnDmfOnKFJkyZ89dVX9OrVi27dugHg7OxMw4YNAfjyyy8ZNGgQrVq1AqBp06a8/PLL/PTTT0yZMiXHcy/MZPBTIYQQQgghhBBCCCGesncnfsDZS2FcvhHJjj1n+e2X71m+/EsAihYtSkhISKbbhYSE4O7uDoCiKAwZMoS+ffty+vRpfvnll1xlcHB0wtbOTp22tbMjOjoqy/WDgoKYNGkSRYoUUV+nTp3izp076jqlSpXK9pgGg4H333+fChUq4OTkRJEiRYiIiODBgwcABAcHZ9n4HBQUxLJly4yOv3HjxizL6r9EGm2FEEIIIYQQQgghhChESpcpj3+rALZu3gzAiy++yM8//0xycrLRevv27SMkJIQXXngBgM8++4yQkBCWLl3K559/zogRI4x64eZHZsN2eHt789FHHxEeHq6+YmJimDBhQrbbpfXjjz/y448/snnzZiIiIggPD1fHcQfw8fHh2rVrmW7r7e3NW2+9ZXT86Ohovvjii3ycaeEgjbZCCCGEEEIIIYQQQhQit28FsfufbVSrXgOAMWPGkJCQQN++fbl16xZJSUns3r2bfv36MXr0aMqVK8eVK1eYNm0aK1aswNbWlu7du9OyZUtGjhxplkxFixbj3r27xMXFqfNGjhzJggULOH78OIqiEBsby99//83t27dN3m9kZCRWVlYULVqUxMREZs6cSVTUv717hw4dypo1a1i/fj16vZ6IiAgOHToEwBtvvMGKFSvYuXMnycnJJCQkcPDgQS5evGiWc36apNFWCCGEEEIIIYQQQoin7MPZk6ha3oWq5V3o3rkVjZu24v3JKeOyuri4sH//fmxtbalTpw5OTk4MGzaMsWPHsmjRIgwGA4MHD+b111+nUaNG6j4///xzdu/ezU8//ZTvfI2atKR+/QaUKFGCIkWKcPPmTTp06MC8efMYOnQoLi4ulClThk8++QSDwWDyfgcOHEi1atXw8fGhbNmy2NraUrJkSXV57dq1+fXXX5k9ezaurq5UqVKF3bt3A1CrVi3WrFnD5MmTcXd3p0SJEkyZMoWEhIR8n+/TJg8iE0IIIYQQQgghhBDiKVr3699G04qiYFDAxubfpjtPT09WrFiR6fYajYb9+/ej1+uN5hctWpTQ0NAsj/vjL3+h/f8z0Ro19ufsJeOhFJav+FXNY2lpyS+/bcDa0rgPaPfu3enevXum+9+1a1eGeYMGDWLQoEHqtL29Pb/99pvROuPHjzeabtu2LW3bts30GK1atVIfRPYskZ62QgghhBBCCCGEEEIIUYhIo60QQgghhBBCCCGEEEIUIv/5RtvPP/+c0qVLY2NjQ4MGDThy5EiW6y5fvpxmzZrh4uKCi4sLrVu3zrC+oihMnToVT09PbG1tad26NVevXi3o0xBCCCGEEEIIIYQQQgjgP95ou27dOsaOHcu0adM4ceIEvr6+vPTSS9y/fz/T9Xft2kXv3r3ZuXMnBw8exNvbmzZt2nDnzh11nfnz5/Ppp5+ybNkyDh8+jL29PS+99BLx8fFP6rSEEEIIIYQQQgghhBDPsf90o+2iRYsYOnQogwcPpmrVqixbtgw7Ozu+/fbbTNdfvXo1I0aMwM/Pj8qVK/P1119jMBjYsWMHkNLLdvHixUyePJlOnTpRs2ZNvvvuO0JCQtiwYcMTPDMhhBBCCCGEEEIIIcTzSpfzKoVTYmIix48fZ+LEieo8rVZL69atOXjwoEn7iI2NJSkpCVdXVwACAwO5d+8erVu3VtdxdnamQYMGHDx4kF69emW6n4SEBBISEtTpyMhIADQoaFByfW55kXKcJ3c88WxJrasFUWdT96koBgwGQ47rK4ohTZanl+N5yGLOHPm5B+UlR3ZZ8kOymC9HbrOYUoeeVJac5CeHufNIFuPjk2bbZ6lczJVHsuScRUF5qnnMVS6FLUt+85g7S37yZJfFYDCkPO39Cf0bVRDl8qzkKagsBZ0nL3Uot3kKsmwKc57/T/3/ldNGKZ36CoSS5US22+QmT+q6Jm3zBPI8zxRFUd/Taeu3qXX9P9to++DBA5KTk/Hw8DCa7+HhwaVLl0zax3vvvYeXl5faSHvv3j11H+n3mbosM3PnzmXGjBkZ5rs7RuDgYP6bTuYUnG1i/v+zOZuXxPPA0cqAJbEkYYGNlXk74CfpFRJtFCLD4b4m51tOZLgeT+cIrCw1WOrMV5dzm+N5yGLeHHm/B+UlR/ZZ8k6ymC9H7rPkXIeeXJbs5SeHufNIlrT+rUNJep6pcjFXHsmSUxYFS000iqKg1ebt81B+85irXApblvzmMXeW/OTJLovBYCAiIiLXdaggsuTHs5CnoLIUdJ681KHc5inIsimsedwdo9BqFXQWBnQWyVmuqygpr+Rk0GsKpl0lOVnB0iIZjQZyOkRe8iiKQnJyyjlqTNimoPM87/R6PQaDgYcPH2JpaanOj4qKMmn7/2yjbX7NmzePtWvXsmvXLmxsbPK1r4kTJzJ27Fh1OjIyEm9vb8KinInDKb9RTZL6l6MH0UXM3CdQPA9i4pKx1iSToDhjb2th1n0nJinEJRhwKuJOsWKWOa6foCRxNwJsrbVYWZqvLuc2x/OQxZw58nMPykuO7LLkh2QxX47cZjGlDj2pLDnJTw5z55Es/0pbhxKSeKbKxVx5JEtOWdyw1uhwd3fPc6NtfvOYq1wKW5b85jF3lvzkyS6LwWBAo9Hkug4VRJb8eBbyFFSWgs6TlzqU2zwFWTaFNU9YlB6DIRp9sha0Wf++qyhgUMDCQofOjJ120jIoCknJoDWxkTSvedI2EBaGPM8rnU6HVqvFzc3NqO3R1HbI/2yjbdGiRbGwsCA0NNRofmhoKMWLF89224ULFzJv3jz+/vtvatasqc5P3S40NBRPT0+jffr5+WW5P2tra6ytrTPMN/+XqnNSEF/kFs8D48ERzFt/Ur+sqtFoTfrgodFoCyRLbnM8D1nMnyNv+fKSI+cseSNZzJcjb1myX/fJZslafnKYO49kybAHUgfZePpZUpgji7nySJacs2g0GrTap1dvzFUuhS1LfvOYO0t+8uSUJS91qKCy5NWzkKegsjyJPLmtQ7nNU5BlU5jz/H+K7L8VqKirmdJLNW+B0g4rkPM30XKbR1EUdV2TtkmX58Txw7w7dih3Q24z7r2ZDH5tVK7yDBs2DGdnZz788EOT8j7rNBpNpu9pU+v6f/ZBZFZWVtSpU0d9iBigPlSsUaNGWW43f/58Zs2axbZt26hbt67RsjJlylC8eHGjfUZGRnL48OFs9ymEEEIIIYQQQgghRF5ULe+ivsqWtKFiaQeqVXClRkVXOnZo98RyfPThNDp27sn5q4/SNdimiI6OYvSbIylRogQODg54e3sbPf9p2bJl0mBrRv/ZnrYAY8eOZeDAgdStW5f69euzePFiYmJiGDx4MAADBgygRIkSzJ07F4APP/yQqVOn8uOPP1K6dGl1nFoHBwccHBzQaDS8/fbbfPDBB1SoUIEyZcowZcoUvLy86Ny589M6TSGEEEIIIYQQQgjxjLpw7bH6c89urWkT0JEhr72JQYESxZ5c092tW0EMGDw8y+Wzp48nIvwuJ06cwMPDg9u3b7Np06Ynlu9585/taQvQs2dPFi5cyNSpU/Hz8+PUqVNs27ZNfZDYzZs3uXv3rrr+F198QWJiIq+88gqenp7qa+HCheo67777Lm+++Savv/469erVIzo6mm3btuV73FshhBBCCCGEEEIIIXLjr7/+pFatWjg7O1O7dm3+/vtvddmgQYMYMmQInTt3xsHBAV9fX/bv35/lvqKionj99dfV9rBRI4cTG5vyINe6vt7cuhnI6JH9qVrehRvXr2TY/uTJw/To0UttdytZsiTDhg0zyvP222+b6czFf7qnLcCoUaMYNSpjl22AXbt2GU0HBQXluD+NRsPMmTOZOXOmGdIJIYQQQgghhBBCCJF7QYHX6N6tC6tXr6Zjx45s2LCBjh07cv78ecqUKQPAjz/+yM8//8wvv/zC8uXL6dq1K9evX8fFxSXD/t566y2CgoI4d+4ciqLQtdsrfDB9HPMWfMGx07doUr8CU2cs5KW2nTLNU6duI+bM+QB9UgINGzakRo0aBTf+r/hv97QVQgghhBBCCCGEECK3blw7T2TkY86eOkhysp7TJ1J6qO7ft5eoqChOnDjBnTt3uHbtGhcvXiQsLIzDhw+TkJDAnj17ANizZw9xcXEcOXKE0NBQLl++zJUrV7h79y7Hjh0jJiYmXxk3//ELzf396dq1KzqdjldeeYWmTZuyZs0adZ1WrVrRoUMHdDodw4YNo1ixYpkOWWAwGFi9ejVz587Fzc2NokWLMnPWB6z/dTUGg8GkPFNnfszQoW+wcuVK6tevj4eHB4sWLcrXOYqs/ed72gohhBBCCCGEEEIIkRtly1cDoIZfyoPnfWs3waBAk6bNsLbUUrt27QzbuLu7A9C8eXOj/9evXx9AHTYAwNPTM98Z7929jY9PaePcZcty+/ZtddrHx8douY+PD3fu3Mmwr7CwMBITEyld+t/9lSlTlsSEBB49eoC7u0eGbdKztrbm7TFjee/dcSQkJPDzzz8zZMgQqlevTps2bXJ3ciJH0tNWCCGEEEIIIYQQQohCprhnSYKDg4zmBQUFUbJkSXU6ODjYaPnNmzcpUaJEhn25u7tjZWVlNHRocHAQVtbWuLoWzXU2a2tr+vXrR40aNTh79myutxc5k0ZbIYQQQgghhBBCCCEKmfYdXmHP7t1s3LgRvV7Pb7/9xp49e+jVq5e6zj///MPmzZvR6/UsX76ce/fu0b59+wz70mq19OnTh/fff59Hjx7x8OFDpk6ZTOeufdFqTWse/HTRBxw8eIC4uDiSk5P5/fffuXDhAo0aNTLbOYt/yfAIQgghhBBCCCGEEEIUMqXLlGfdT78wdcr79O/fn7Jly7J+/XrKli2rrtOnTx+WL19Oz549KVOmDL/++mumDyED+OSTTxg7dixVq1YFoP3LHXhr/DyT81jodIweNZKgoEC0Wi1ly5bl66+/pnHjxvk7UZEpabQVQgghhBBCCCGEEKIQWPfr3wAoigLASwFt6dghY8/ZVE5OTnz77bfqNnq9Ptt1v/76a3U6IcnAnfv/rr//yNVss40cPYE5H0zG2jLznrkrV67MdnuROzI8ghBCCCGEEEIIIYQQQhQi0mgrhBBCCCGEEEIIIYQQhUieh0eIjo7m0qVLPHjwAI1GQ9GiRalYsSKOjo7mzCeEEEIIIYQQQgghhEhHhiN4tuWq0TYwMJBVq1axceNGzp07h8FgMFqu1WqpVq0anTt3ZsCAAUYDIwshhBBCCCGEEEIIIYTImUmNthcuXGDq1KmsX7+eIkWK0KJFC7p3707ZsmVxcXFBURQeP35MYGAgx48f57PPPmPWrFl06dKFWbNmUaVKlYI+DyGEEEIIIYQQQgghhHgmmNRo6+vrS/v27dm8eTOtW7dGp8t+M71ez99//82yZcvw9fUlMTHRLGGFEEIIIYQQQgghhBDiWWdSo+2ZM2dy1VtWp9MREBBAQEAAly5dynM4IYQQQgghhBBCCCGEeN5oTVkpP8MbVK5cOc/bCiGEEEIIIYQQQgghxPPGpEZbIYQQQgghhBBCCCFE4RcUFIRGoyE8PDzP+xg6uBsfL5xpvlDptGjRgsWLFxfY/p8FJg2PkJl9+/bx7bffcuPGDR4/foyiKEbLNRoNp0+fzndAIYQQQgghhBBCCCGeZT27tebk8UPodJbqPGtrG+6G3gdS2tlOnjyJn5/fU0qYd4MGDaJIkSLSSJtLeWq0XbRoEePHj8fGxoZKlSrh6upq7lxCCCGEEEIIIYQQQjw33nt/Dq8OHQ2AoigYlBw2EM+0PA2PsGDBApo0aUJISAgnTpxg586dmb6EEEIIIYQQQgghhBB5V79+fQAaN26Mg4MDc+bMAeDq1at07NgRd3d3XF1d6datm9F2f/zxB+XLl6dIkSIMGjSIpKSkLI+xdfNv+DeuQo1KRZkwbhjJyclGy8+dPUmf7m3w9ChK+fLlWb58ubps+vTpvPzyy7z66qs4OTlRoUIF1q9fD8Cnn37K6tWrWbp0KQ4ODlSrVk3dLjQ0lJdeeglHR0dq167N2bNn81dQz5g8NdrGxsbSt29fnJ2dzZ1HCCGEEEIIIYQQQgjxf0eOHAHgwIEDREdHM2nSJGJiYmjdujXVq1cnKCiIe/fuMWrUKKPttm7dysmTJ7lw4QI7duxg9erVme7/xvUrvDVyAFOmL+Dk+XtUr1mb3Tu3q8vv379H/17t6DvgdW6HhLJhwwamTZvGjh071HW2bdtG/fr1efToEYsWLaJ3795cv36d0aNH07dvX0aMGEF0dDTnz59Xt/n++++ZP38+jx8/pm7durz55pvmLLb/vDw12rZs2VJav4UQQgghhBBCCCHEf5Ld+rW4D+yC+8AuaKKjcJ38Nh6Du2Ix+X0ICYGOHVNef/wBv/327/SDBzB+fMrPY8fCo0f/Lvv5Z9i8+d/p27dzlWn+3MnUqOxOjcru1KxSjAG922a57qZNm7C0tGT27NnY29tjZWVFy5YtjdaZOnUqjo6OeHl5ERAQwPHjxzPf1++/0LhpK1q3eRmdTke/Aa9Tukx5dfn6X1ZTv2FT2nd4BQsLC6pXr87gwYP58ccf1XUqVqzIG2+8gU6no0OHDrRs2ZI1a9Zke779+vXD19cXnU7HwIEDs8z3vMrTmLZLliyhTZs2LFy4kCFDhsiYtkIIIYQQQgghhBDiPyO2Sy9iu/RSpx99sBiDAiWK6dBZauH334036Nr1358XLDBeln7d9u3zlOndiR+YPKZtcHAw5cqVQ6PRZLlO8eLF1Z/t7e0JDw/PdL37oSGUKFnKaF6Jkj7qz7dvBbPrn234VS2G9v+HS05OplmzZuo6Pj4+Rtv7+Phw586drE8gk3zR0dHZrv+8yVNPW29vb9544w0mTJiAu7s79vb2ODk5Gb1k6AQhhBBCCCGEEEIIIfIvfeOsj48P169fR1Hy/7SyYh5e3Ll902heyJ1/pz29StImoBOnLtwnNOwR4eHhREVFsWXLFnWd4OBgo+1v3rxJiRIlANBq89T8+NzLU6lNnTqVd955By8vLzp16kSPHj3o1q2b0atr2r9ACCGEEEIIIYQQQggh8sTDw4Pr16+r0+3btychIYGpU6cSExNDYmIiO3fuzNO+23foxoF9//DP31vQ6/WsWf0NgTeuqsu7vtKXg/t3sW3zepKSkkhKSuLUqVMcPXpUXefKlSssX74cvV7P5s2b+eeff+jZs6ea/caNG2ZpYH6e5Gl4hGXLltG+fXs2bNggreVCCCGEEEIIIYQQQuTTh7Mn8dGH04zmXb0eiFdxd2bNmsXo0aN57bXXeO+995gwYQJ///03Y8aMoVSplKENWrZsaTRkganKla/Eok9XMH3KWB4/ekC7l7vh3/IldXlxzxKs+nET82ZPYuqkkRgMBqpUqcLMmTPVdQICAjh06BDvvPMOxYoV44cffqBChQoAvPbaa/To0QNXV1e8vb05c+ZMXornuZOnRtvExETat29fKBpsP//8cxYsWMC9e/fw9fVlyZIl1K9fP9N1z58/z9SpUzl+/DjBwcF8/PHHvP3220brTJ8+nRkzZhjNq1SpEpcuXSqoUxBCCCGEEEIIIYQQz7F1v/5tNJ06pq2bW0rT3WuvvcZrr71mtE6lSpWMhihQFAW9Xk/p0qUz9GpdvHhxtsd/uWN3Xu7YPcvl1ar7serHLZQopsPaMmN7oE6n45tvvuGbb77JsKxcuXIZHjK2a9cuo2k/Pz/piZtOnlpdX375Zfbu3WvuLLm2bt06xo4dy7Rp0zhx4gS+vr689NJL3L9/P9P1Y2NjKVu2LPPmzTMa7Di9atWqcffuXfW1b9++gjoFIYQQQgghhBBCCCGEMJKnnrbTpk2jZ8+ejBgxgldffZVSpUphYWGRYT1XV9d8B8zOokWLGDp0KIMHDwZShm3YvHkz3377LRMmTMiwfr169ahXrx5ApstT6XS6bBt100tISCAhIUGdjoyMBECDgoYn81eClOM8ueOJZ0tqXS2IOpu6T0UxYDAYclxfUQxpsjy9HM9DFnPmyM89KC85ssuSH5LFfDlym8WUOvSksuQkPznMnUeyGB+fNNs+S+VirjySJecsCspTzWOucilsWfKbx9xZ8pMnuywGgyGlZ9wT+jeqIMrlWclTUFkKOk9e6lBu8xRk2RTmPP+f+v8rp40ouB6fSpYT2W6Tmzyp65q0jZny5OqYzxFFUdT3dNr6bWpdz1OjbaVKlQA4deoUX375ZZbrJScn52X3JklMTOT48eNMnDhRnafVamndujUHDx7M176vXr2Kl5cXNjY2NGrUiLlz56rjg2Rm7ty5GYZUAHB3jMDBwfw3ncwpONvE/P9nczYvieeBo5UBS2JJwgIbK/MOe5KkV0i0UYgMh/uanG85keF6PJ0jsLLUYKkzX13ObY7nIYt5c+T9HpSXHNlnyTvJYr4cuc+Scx16clmyl58c5s4jWdL6tw4l6XmmysVceSRLTlkULDXRKIqS52Hg8pvHXOVS2LLkN4+5s+QnT3ZZDAYDERERua5DBZElP56FPAWVpaDz5KUO5TZPQZZNYc3j7hiFVqugszCgs8i6nUpRUl7JyaDXFEy7SnKygqVFMhoN5HSIvORRFEVti9OYsI258kyePBkAvV5vUs7nhV6vx2Aw8PDhQywtLdX5UVFRJm2fp3fE1KlTTbr4BenBgwckJyfj4eFhNN/DwyNf4882aNCAlStXUqlSJe7evcuMGTNo1qwZ586dw9HRMdNtJk6cyNixY9XpyMhIvL29CYtyJg6nPGfJjdS/HD2ILmLmPoHieRATl4y1JpkExRl724y95vMjMUkhLsGAUxF3ihWzzHH9BCWJuxFga63FytJ8dTm3OZ6HLObMkZ97UF5yZJclPySL+XLkNospdehJZclJfnKYO49k+VfaOpSQxDNVLubKI1lyyuKGtUaHu7t7nhtt85vHXOVS2LLkN4+5s+QnT3ZZDAYDGo0m13WoILLkx7OQp6CyFHSevNSh3OYpyLIprHnCovQYDNHok7Wgzfr3XUUBgwIWFjp0Zuy0k5ZBUUhKBq2JjaR5zZO2gbAw5Hle6XQ6tFotbm5u2NjYqPPT/pzt9nk56PTp0/Oy2X9C27Zt1Z9r1qxJgwYN8PHx4aeffuLVV1/NdBtra2usra0zzDf/l6pzUhBf5BbPA+PBEcxbf1K/rKrRaE364KHRaAskS25zPA9ZzJ8jb/nykiPnLHkjWcyXI29Zsl/3yWbJWn5ymDuPZMmwB1IH2Xj6WVKYI4u58kiWnLNoNBq02qdXb8xVLoUtS37zmDtLfvLklCUvdaigsuTVs5CnoLI8iTy5rUO5zVOQZVNY8yQr/w6QkP23AhV1lQLrqKhJO3xAzt9Ey20eRVHUdU3apoDzPO9Sr0f697Spdd38fc+BLVu2cOLECbV7dEEoWrQoFhYWhIaGGs0PDQ3N1Xi0OSlSpAgVK1bk2rVrZtunEEIIIYQQQgghhCh4kbEWxMRBxON7ODoVRWuRVS9UBYMCCfE6lGTzNyADJCYZSNbrUTRgSiNpbvMoioJer0en05nUsFrQeZ5XiqKQmJhIWFgYWq0WKyurPO0nT422M2fOzDbY9u3bOXv2bIE22lpZWVGnTh127NhB586dgZSvEuzYsYNRo0aZ7TjR0dFcv36d/v37m22fQgghhBBCCCGEEKLgGRQNm48VoVGVKEq63UGrzaJxUgEDCvFRFugsCqYnqT5Z4XFUMlo0JnVszW2e1IdeabVakxptCzrP887Ozo5SpUrluRd5gQyPYG9vz9tvv52XXefK2LFjGThwIHXr1qV+/fosXryYmJgYBg8eDMCAAQMoUaIEc+fOBVIeXnbhwgX15zt37nDq1CkcHBwoX748AOPGjaNDhw74+PgQEhLCtGnTsLCwoHfv3gV+PkIIIYQQQgghhBDCvGISLNhzvgg2lgasLTN/YHySXiEhUeGdvq54uZt/fF2AkLAklm16hLVVzg9qy0ue1Ideubm5mdRQWNB5nmcWFhYm93jOSp4abQ2GzCt4aGgov/32G++99x61a9fOcyhT9ezZk7CwMKZOncq9e/fw8/Nj27Zt6sPJbt68aVRJQ0JCqFWrljq9cOFCFi5ciL+/P7t27QLg9u3b9O7dm4cPH+Lu7k7Tpk05dOgQ7u7uBX4+QgghhBBCCCGEEKIgaIhPsiA+KfOHkaU+FE1naYONTcE0SuosLXgUrTPpQW15yWMwGLC0tMTGxsakRtuCziPyx6xj2np4eDB8+HCuXbvG+PHj6dKlizl3n6lRo0ZlORxCakNsqtKlS6MoSqbrplq7dq25ogkhhBBCCCGEEEIIIUSuFcjIwZUqVSIkJKQgdi2EEEIIIYQQQgghhBDPtAJptN2zZw/NmjUriF0LIYQQQgghhBBCCCHEMy1PwyN89913mc6Piopi586dbNu2jSlTpmRYb8CAAXk5nBBCCCGEEEIIIYQQQjw38tRoO2jQoBzXmThxotG0RqORRlshhBBCCCGEEEIIIYTIQZ4abQMDA82dQwghhBBCCCGEEEIIIQR5bLT18fExdw4hxFOm0UBSkoG4RI1Z95ukVzAoEJWUTERizsNoRyUlk6xAfJKBZMV8WXKb43nIYs4cGhQS9ApxiQYUcpcvLzmyy5IfksV8OXKbxZQ69KSy5CQ/OcydR7L8K20dStTzTJWLufJIlpyz6DUGIhKT0WqVp5LHXOVS2LLkN4+5s+QnT3ZZDAYDMUm5r0MFkSU/noU8BZWloPPkpQ7lNk9Bls1/PU9BZ3kSeXJbhwpb+QDoNBrsLQtu//8lGkVRcryKsbGx2NnZ5ekA+dn2vyoyMhJnZ2f2lG+Jk6Ul3/b8nM7b5+IafpsQj0rsajSEPhveA2Bfvb5YJCfR6MRPAHzXbREv7f4cjwfXCXMtzZZWbzPwl7cBOFzrFRItbWl25HsA1nSaS7PD31Py3gXCnT3Z0300nb6egIKG4zU6EOHoQasDXwPwc/sZ1Du9ntK3TxFlX5TVXeYz7IchAJyu8hKh7uVos2cpABtemkT1yzsoH3SYeGsHVvT8nDd+GILWkMyFCi0IKlmLdjs/BmDTC+9QLvgoVa7tQW9hxfK+yxmydgTWiTFcLdOICxX86fTnPAC2+4/CK/QSNS79DcAXA1Yx4Je3sY99zI1SdThZ/WW6bZkBwI6mb+ASfpva5zYDsLz3l3TfPI0ikfe45Vmd/fV60+v39wHY3WAgtglR1D/1GwAreiyhw18LKPr4JvfcK/B30zfot34cAAfq9AKg8fG1APzQZSGt931J8bCrPHApxR8vjmfwT28CcMSvK3HWjvgfXgXA2o6zaXJ0Dd53zxHuVJyf289g6Jo3ADhRvT2Pi5TkhX1fAvBru2nUOreJsjePE2PnwnevLGb4dwMBOFu5NSEelXlp92cAbGwzgapXd1Mh8CAJVvZ822spQ1cPRZecyMXyzbnuU4+Xd3wEwJaWYyh9+yRVr+7CoLXgy37fMnjdSGwSorlWugHnKr1A5+1zAPiz+Qg8wq7je3E7AMv6fUvf9e/iGPOAoJJ+HPXtQvfN01KuTcMhuEffoOqJfwBY0PFzBu+aTdHIEIKKVWWbX1+G/ZlS3tv9+mKdFEeL8ynl/Um7RfQ4+Cmej4O441qOXxsMZ/TWlPL+p0Z39FodAWfXUMxTx6k5H1Phh+U4X7lAbAlvzoydSsN3hgJw8+VXSCjiSpkVXxF6T89XrWbQ8tyvlL93hscOxfiy9SwmbEgp70MVA7hXxIfOR1LKe2WLSTS49idVbh8jxsaZxe0/ZtJvr6FRDBwv25IbHtXpfnAJWi3cmjGFMuf2U+zQHpJtbDn4yQoavTUYi/g47jdszv0GTan+SUoZHuk/hnvrjlH76k4UjZY5Xb/m7c1jsI+P4GLJuhwu34ZBu1LW3VD/DYqHB9PwyjYA5nX+kjf+noJL9H2uFa/JzurdGPp3Snlvrj2IIkmP6fZoMzodHPpoOTUXzcTuzi0iKlblar+h1J06BoAbPQai0Sfhve5HQu/p+eSlhXQ7/AUlHl3nrktpfmo0mre2jAVgV7WuJFja8tKp1SnXvM1sAk6tpvT9Czxw8mJFi/cZ//tIAPZXfplHDsXodOJbinnqODt1Lj6bfsH1zHES3Nw5NmsxTUb0BeBO63ZElalA5eWfoE+CBZXHUefKP1S9fYQ4a0cWvfwJE9cPxV4Xz8ESL3DZsxY9D3yScp9qMoYqd47hF7QXvc6KDzst450/3sQmMYbz3g05WaY5/fbMR6uFuxPfwfPOZbx2ppThvi/XUv+9EViFP+JhrfrcCuiE39yUenh5yEg0125iv3o9igHmd1rKa//MxDXqHjc8qvFXzV688dcUALbWGoBdQiT+FzYA8PHLi+mzbxEe4Te57VaejfWGMnJbyj3575o9sbCA3vd/RaeDo7M/pdK3n+N0/TIx3qU599ZEGoxLqYfBHXuQ5OhE+dVfo0+CmTWn0frkWsqGnueRY3G+bjWVdzeOSLn3VGpHmFMJOh1dDsC3LafQ5MpmKt05QZStC5+2+4j3f025Jx8r9wLB7pXodmgpWi3cnDWdcqd24n5kP3o7Bw59/DWN3xyINjGB0CYteVCnAdU+TbnPXhj5LraHjmK14S+S0TG3y1eM3fQWtglRXChZn2PlWjFgd8q6vzUYRslHN6h/9U8A5nZZzojtE3GOfcBVTz/2VOnIq//MTLn3NHiVllUiqLAzpQwPLv4W3w+nYnf3NuGVq3O912DqTH8HgOu9Ut5PpTesRZ8Ek+rOp/ve7O8RbU6vQQNs6DGBWjvXUyrsMmHOJfm+2buM3TQagL1VOhFp60KHUysp5qnjzIwPKb1+La7nThLvXpzj0xbQZFT/lDr74stElypDpW+WAHD63Zm4bdqEZvsBoq2yvkcA/Nj0HWrcOkiN4AMk6mxY0Gkp4zeOwEofz1mfxpz1bkSffR+h1ULI++9SIvgcnrv/RNFq2f/Fj9R/dxhWEeE8qN2QO63b4Tt/akqdffVNHG4GUuKvTSllOnsl3sPH4hKV+T3CKe4xzS5uBGDRy5/Sf+983CNuc9O9EptrDWT4n5MA+NO3N1aaZHqF/YZOB0fmfk6VrxbjGHiVaJ+yXBgxnvrvDQcgqHMvkm1sKbd2BQDHp39EubUrcDh7jvMxxfjWP+M9osOxbwH4ptVUml/8nQp3TxFhV5SlL81l4vqU+/eRCm247VqWroeXodVC8JyZlD/6N+7HDpDk4MThj76iyYh+aJL13Gv2Ao9q1qHq5/MBOD96AkWPH8Zj/04MVtZsnfUtlQYOwSbB+B4B8GvDEfiEXabu9R0AzO72LaO3vINj3GMul6jNgYrtGLF/GvGJlmyoN5TiMSF0itiOTgcHPl1JrdmTsA0N4XHVmgR270/tGeMBuNb3NSyjIvH5PeWz2OGFX1L9k7lY3wjiWFJpNtYxvkcAtD6zDoDPAz6k09HllHx4jdAipfix6VjGbHobgN1VOxNr7UTbk9+h1cK1jxdRY9sPuFw4Q5yHFyffn0Pj0YMAuB3QiRivklT69nMATk2cjfe2jbidPEJiEVeOfLiUhkN6EXpPz9Ey/94jAH5o/i61AvdQ7dYh4q3s+ajDEt7bOAydPpFTpZtxsURdeu9P+dy2rvFbVL5/ipfi9mNhrWP/0h9o8M7rWEZHEla3MXdbtKHmwukAXBr6Fo6BVynx95aUOrF0NXWnvI31wzBCKtbia01bhvyZco/4o+4QXKPv0+RSSv029XOEVguXvvyS+t9/hEPwDaLKVODi629Tf2JKPQzs2gdFZ0nZn1I+ix2bmfFzRN3RQwm9p2dPpZR7RPsTKwFY3jp3nyMa3/iL5vqTKM62HF70TUqdNRi469+Gx1VrUvWLhQCce2sSxQ7vy/JzxI2qjfGe8QGKAX5u9CZlQ89R50buPkdotXDm+9W0+Pg9bMLu8ah6LYK69KL2rJR6eLXf61iHP6LUpl9SzieLzxH6JPi+eHcskvS0OvszAJ+2zd3niHZnVlPf4gqJ3iU5/d5MGr2d8m/VrXZdiHMvTsVVXwBwclLOnyPKL/2E0Ht6VjWbQN3r6T9HvI7WoOdkGX+uePpl+jki2dKaC6u/58Vpr6OLjSasfhPuNW1FjUWzALj4xhicr1x8Ip8j+h34mBq2d4itVInLQ0ZS7/2Uf6sCu/VFEx9N6c0p9+8n8Tkixt6FGyu+pO34PgCEtAwgomIVqnyZ8r4/O3YKxff9Y/LnCNczxyn6zw5CQmFu59x/jnCJf4CmdX3udetOrTkpQyZeGTgc27B7eG9ZD5j+OQLgyIdfUO7j+cQfvcrtIll/jgD4os0c2p9cpX6O+LHVe8w9Mgad7t/fNSr88BUAJ6bk7nNEib+3UPTEIRKdi/DXpM+p2bc3muTcfY44X7YJRQa3osHXc1PKe/g4XC6cMf4cMX4Y1o/uE1a/GXdat8/yc8T+z76nzozx2ITd4255P77UdeC17aZ/jhj59ySKeeq42Sfld40yv/2YUt55+BxR5NI5Yj3/vUfok+BXlwAe2Zr+OeJusXK8EbQcnQ7OjJuO564/8/Q54sCSVTQc85rRPaLKh7MIvafnl/rZf47YX7E9Q3bOQquF++NGUzTiDiW3pZRhXj5H2N8KIrJcunvEK/2IiTHg8tV3KAbTPke0P/1dymffWQso8/P3Jn2OODN6HCX27Mbt1FH1c0TTN3pleo84MPR9or7eTrWgJ/c54lHNOgS//EqW94gTS1YQsGQmlndug68vvPEGjEi5H/LGGxAbC9+ntIuxciV88AFcuwaVKsF778GQlH+rGDQILC1hecq9k2XL4LPP4Nw58PGBOXOgb8q/VfTuDW5uKcsBPv0UvvsOjh0DT8+U+d26pSzr0gXKlYOFKZ8NmD8fNm6E/fvBxQVWrYLOncFggHbtoFYtmD07Zd2ZM2HXLiK3b8d52zYiIiJwcnIiKyY12rq5ufHWW28xdOhQPD09c1odgDt37vDll1+ydOlSHjx4YNI2z4rURtu+ky7j4Jh14ZuTBgV3h3DCoovkupebEIqFgVLlInAu5o6DTZ464GdLZ6nBycm0v5TF6g0E3k/ExVKLjdbiqeV4XrKYLYeiYBn/kCQbt5Ru2wWcI9ss+SRZzJMj11lMrENPJIsJ8pqjIPJIlv9LV4eepXIxZx7JknUWR0cg6hE4uqLR5C2XOfKYo1wKWxZz5DFnlvzmySqLohjyVIcKIkt+PCt5CiJLQefJSx3KS56CKptnIU9BZnkSeXJbhwpb+SQZFPSKQkApB5ytzPs7eGGS2m6YU6OtSa0zX3zxBdOnT2fmzJk0adKE1q1bU7t2bcqUKYOLiwuKovD48WMCAwM5duwYf//9N4cOHaJChQosXbrUbCclhCg4ltYa3FwtcHEwf6NtbiQZNNg5anF30GGve7o3aclieg5FMWCItEDrZJHnX3TNleVpkCz5z1LQdagwlUthy/OsZDF3HSpM5VLY8jyrWRTFgEELWgsNmjz8AdLcefKrMGV5XvIoiiZPdeh5KBvJY5q81KHnqXwkT85yW4cKW/kA6JPzNkTRs8ik1pkePXrwyiuv8Pvvv7Ny5Upmz55NYmJihgqgKApWVla0adOGX375hY4dO6LVyjgUQgghhBBCCCGEEEIIYSqTu9RptVo6d+5M586dSUhI4Pjx41y6dImHDx8CKUMoVK5cmTp16mBtbV1ggYUQQgghhBBCCCGEEOJZlqfvQVtbW9O4cWMaN25s7jxCCCGEEEIIIYQQQgjxXJOxC4QQQgghhBBCCCGEEKIQkUZbIYQQQgghhBBCCCGEKESk0VYIIYQQQgghhBBCCCEKEWm0FUIIIYQQQgghhBBCiEJEGm2FEEIIIYQQQgghhBCiEMlTo+3MmTM5d+5clsvPnz/PzJkz8xxKCCGEEEIIIYQQQgghnld5arSdPn06Z86cyXL5uXPnmDFjRp5DCSGEEEIIIYQQQgghxPOqQIZHePToEVZWVgWxayGEEEIIIYQQQgghhHim6Uxdcc+ePezatUud/u2337h27VqG9cLDw1m3bh01atQwS0AhhBBCCCGEEEIIIYR4npjcaLtz5051yAONRsNvv/3Gb7/9lum6VatWZcmSJeZJKIQQQgghhBBCCCGEEM8Rkxtt3333XUaNGoWiKBQrVoxly5bRrVs3o3U0Gg12dnbY2Nj8j737DoviatsAfi+99yoixQZ2RVFsWLDHHlssWGISS+wxmkTRmGgiscUajWJJYn0tiRqN3ajYNXYsQeyoKL2z5/uDMB8Lu8vSF7x/17WXOzNnZp45e/aw+3j2TJEHSkRERERERERERPQu0HhOW2NjY9ja2sLOzg7h4eEYNGgQbG1tFR42NjYlnrBdvnw53N3dYWRkhMaNG+P8+fMqy968eRO9e/eGu7s7ZDIZFi9eXOhjEhERERERERERERWlAt2IzM3NDSYmJkUdS75t3boVkyZNQlBQEC5fvoy6deuiQ4cOePnypdLyiYmJ8PT0xHfffQcnJ6ciOSYRERERERERERFRUSpQ0lYIgZ9++gm+vr6ws7ODrq5uroeensYzLxTYwoULMXLkSAwbNgw1atTAqlWrYGJignXr1ikt36hRIwQHB6N///4wNDQskmMSERERERERERERFaUCZVanTp2KhQsXol69ehg0aBCsra2LOq48paam4tKlS5g+fbq0TkdHBwEBAQgNDS3RY6akpCAlJUVajo2NBQDIICCDKFAs+ZV5npI7H5U3AhCZDyHkpRyK/L9Y5BBCxli0LRYVcQghhyjp9qMtdcJYiiSWYm9D2lQv2hZPOYmlyNuQNtWLtsVTTmMpkjZUTuuG8Wh4yIK2oXegbhiPhocuSBt6h+qH8Whw+Py2IS2rH/FfLHK5HHJ56cdTXORyzV6fAiVtN2zYgN69e2Pbtm0F2b1IvH79GhkZGXB0dFRY7+joiDt37pToMefNm4fZs2fnWm9vHgMzs5JKYAhYGiX897z8NmwqHkJHwFQkQjfhDeRy3VKNRZYuYJySDpnQhVy3QD8GYCylEYcQEIlxmf99JCuZPkhb6oSxFFEsxdyGtKletC2echNLEbchbaoXbYun3MZSBG2o3NYN49FMAdvQO1E3jEczBWhD71T9MJ685bMNaVv9QA7oyOV48yoJKfpaEE8xiYuL06hcgZK2SUlJCAgIKMiu5dL06dMxadIkaTk2Nhaurq54FWeJJFiUSAxZI2xfx1tBMGlL+SR05TCXyWBjagMds+Kf2kRtLGlyJOmkQ5jpQkevdBPIjEXzOISQQwZAZmEDmaxk/rhqS50wlqKJpbjbkDbVi7bFU15iKeo2pE31om3xlNdYiqINlde6YTwaHrOAbehdqBvGo+GxC9CG3qX6YTwaHD+fbUjb6gcZAvIMOWzszWBpoAXxFBMjIyONyhUoO9O2bVtcuHABH330UUF2LxJZc+lGRkYqrI+MjFR5k7HiOqahoaHSOXLFfxMklBxZKZyTygMBGSDLfJRUwk0lGf6LRYexaGMsauKQ/dd+Siw+bakTxlJksRRrG9KmegG0K55yFEuRtiFtqhdAu+Ipx7EUug2V47optHckngK1oXekbgrsHYsn323oHauffHsH48lXG9Ky+pHJBCDLnKpUR6f04ykuml5bgWpgxYoVOHv2LObOnYuoqKiCHKLQDAwM4OPjgyNHjkjr5HI5jhw5Aj8/P605JhEREREREREREVF+aDTS1tzcHLIcc2Gkp6djxowZmDFjBoyMjKCrqzhsWSaTISYmpugiVWLSpEkIDAxEw4YN4evri8WLFyMhIQHDhg0DAAwZMgQuLi6YN28egMwbjd26dUt6/vTpU1y9ehVmZmaoUqWKRsckIiIiIiIiIiIiKk4aJW179+6dK2mrDfr164dXr15h5syZePHiBerVq4cDBw5INxJ79OiRwpDjZ8+eoX79+tLyDz/8gB9++AH+/v44fvy4RsckIiIiIiIiIiIiKk4aJW3Xr19fzGEU3NixYzF27Fil27ISsVnc3d0hhCjUMYmIiIiIiIiIiIiKU/md1ZeIiIiIiIiIiIioDNJopG1OGzduVLtdJpPByMgIFStWRIMGDWBoaFig4IiIiIiIiIiIiIjeNQVK2g4dOlSa4zbndAPZ18tkMlhYWGD69OmYOnVqIUMlIiIiIiIiIiIiKv8KlLS9evUqAgMDYWtrizFjxqBKlSoAgHv37mH58uWIjo7GsmXLEBkZiaVLl2L69OkwNzfHqFGjijR4IiIiIiIiIiIiovKmQHPaLlq0CI6Ojjh8+DB69uyJ2rVro3bt2ujVqxcOHz4Me3t7rF27Fj169MChQ4fQpEkTrFixoqhjJyIiIiIiIiIiIip3CpS03b17N7p37650m0wmQ7du3bBz587ME+jooHfv3rh//37BoyQiIiIiIiIiIiJ6RxQoaSuXyxEWFqZy+507dyCXy6VlQ0NDGBkZFeRURERERERERERERO+UAiVtu3XrhhUrVmDZsmVITk6W1icnJ2Pp0qVYtWoVunbtKq0PDQ2V5r0lIiIiIiIiIiIiItUKdCOyJUuW4MGDBxg3bhymTJkCZ2dnAMDz58+RmpoKX19fLFmyBEBmItfY2BiTJk0quqiJiIiIiIiIiIiIyqkCJW1tbGxw+vRp7Nq1CwcPHkRERAQAoH379ujQoQN69OgBHZ3MQbxGRkZYs2ZN0UVMREREREREREREVI4VKGkLZN5wrFevXujVq1dRxkNERERERERERET0TivQnLZEREREREREREREVDw0Gmnr4eEBHR0d3LlzB/r6+vDw8IBMJlO7j0wmw4MHD4okSCIiIiIiIiIiIqJ3hUZJW39/f8hkMmme2qxlIiIiIiIiIiIiIipaGiVt169fr3aZiIiIiIiIiIiIiIoG57QlIiIiIiIiIiIi0iIFTtrGxsbiu+++Q4cOHVC/fn2cP38eAPDmzRssXLgQ9+/fL7IgiYiIiIiIiIiIiN4VGk2PkNOTJ0/g7++Px48fo2rVqrhz5w7i4+MBADY2Nvjpp58QERGBJUuWFGmwREREREREREREROVdgZK2n332GeLi4nD16lU4ODjAwcFBYXuPHj2wd+/eIgmQiIiIiIiIiIiI6F1SoOkR/vrrL4wbNw41atSATCbLtd3T0xOPHz8udHBERERERERERERE75oCJW2TkpJgb2+vcntcXFyBAyIiIiIiIiIiIiJ6lxUoaVujRg2cPHlS5fbdu3ejfv36BQ6KiIiIiIiIiIiI6F1VoKTthAkTsGXLFnz//feIiYkBAMjlcty/fx+DBw9GaGgoJk6cWKSBEhEREREREREREb0LCnQjskGDBiEiIgJfffUVvvzySwBAx44dIYSAjo4O5s6dix49ehRlnERERERERERERETvhAKNtAWAL7/8Eg8ePEBwcDBGjRqFkSNH4vvvv0dYWBg+//zzooxRreXLl8Pd3R1GRkZo3Lgxzp8/r7b89u3b4eXlBSMjI9SuXRv79+9X2D506FDIZDKFR8eOHYvzEoiIiIiIiIiIiIgkBRppm6VSpUqlOg3C1q1bMWnSJKxatQqNGzfG4sWL0aFDB4SFhcHBwSFX+TNnzmDAgAGYN28e3nvvPfz222/o0aMHLl++jFq1aknlOnbsiJCQEGnZ0NCwRK6HiIiIiIiIiIiIqFBJ29K2cOFCjBw5EsOGDQMArFq1Cvv27cO6deswbdq0XOWXLFmCjh074rPPPgMAzJkzB4cOHcKyZcuwatUqqZyhoSGcnJw0jiMlJQUpKSnScmxsLABABgEZRIGuLb8yz1Ny56PyRgAi8yGEvJRDkf8XixxCyBiLtsWiIg4h5BAl3X60pU4YS5HEUuxtSJvqRdviKSexFHkb0qZ60bZ4ymksRdKGymndMB4ND1nQNvQO1A3j0fDQBWlD71D9MB4NDp/fNqRl9SP+i0Uul0MuL/14iotcrtnro3HStk6dOvkKQCaT4Z9//snXPvmRmpqKS5cuYfr06dI6HR0dBAQEIDQ0VOk+oaGhmDRpksK6Dh06YPfu3Qrrjh8/DgcHB1hbW6NNmzb45ptvYGtrqzKWefPmYfbs2bnW25vHwMyspBIYApZGCf89L78Nm4qH0BEwFYnQTXgDuVy3VGORpQsYp6RDJnQh1y3wDC6MpaTjEAIiMS7zv49kJdMHaUudMJYiiqWY25A21Yu2xVNuYiniNqRN9aJt8ZTbWIqgDZXbumE8milgG3on6obxaKYAbeidqh/Gk7d8tiFtqx/IAR25HG9eJSFFXwviKSZxcXEaldM4aWtjYwNZthc8LS0NZ86cQZ06dWBtbZ3/CAvp9evXyMjIgKOjo8J6R0dH3LlzR+k+L168UFr+xYsX0nLHjh3Rq1cveHh44MGDB/jiiy/QqVMnhIaGQldXeTJr+vTpCsng2NhYuLq64lWcJZJgUdBLzJesEbav460gmLSlfBK6cpjLZLAxtYGOWekOwBdpciTppEOY6UJHr3QTyIxF8ziEkEMGQGZhA5msZP64akudMJaiiaW425A21Yu2xVNeYinqNqRN9aJt8ZTXWIqiDZXXumE8Gh6zgG3oXagbxqPhsQvQht6l+mE8Ghw/n21I2+oHGQLyDDls7M1gaaAF8RQTIyMjjcppnJ05fvy4wvLr16/h4OCAhQsXok2bNvkKTpv1799fel67dm3UqVMHlStXxvHjx9G2bVul+xgaGiqd91b8N0FCyZGVwjmpPBCQAbLMR0kl3FSS4b9YdBiLNsaiJg7Zf+2nxOLTljphLEUWS7G2IW2qF0C74ilHsRRpG9KmegG0K55yHEuh21A5rptCe0fiKVAbekfqpsDesXjy3YbesfrJt3cwnny1IS2rH5lMALLMX9Lr6JR+PMVF02srcA1kH3VbGuzs7KCrq4vIyEiF9ZGRkSrno3VycspXeQDw9PSEnZ0d7t+/X/igiYiIiIiIiIiIiPJQZtPWBgYG8PHxwZEjR6R1crkcR44cgZ+fn9J9/Pz8FMoDwKFDh1SWB4AnT54gKioKzs7ORRM4ERERERERERERkRplNmkLAJMmTcKaNWuwYcMG3L59G6NGjUJCQgKGDRsGABgyZIjCjcrGjx+PAwcOYMGCBbhz5w5mzZqFixcvYuzYsQCA+Ph4fPbZZzh79iwePnyII0eOoHv37qhSpQo6dOhQKtdIRERERERERERE75bSveNQIfXr1w+vXr3CzJkz8eLFC9SrVw8HDhyQbjb26NEjhXkimjZtit9++w1fffUVvvjiC1StWhW7d+9GrVq1AAC6urq4du0aNmzYgOjoaFSoUAHt27fHnDlzlM5ZS0RERERERERERFTUNE7aXr58WWE5JiYGAHDv3j1YWVkp3adBgwYFj0xDY8eOlUbK5pTz5mkA0KdPH/Tp00dpeWNjYxw8eLAowyMiIiIiIiIiIiLKF42Ttg0bNlR687HRo0fnWieEgEwmQ0ZGRuGiIyIiIiIiIiIiInrHaJy0DQkJKc44iIiIiIiIiIiIiAj5SNoGBgYWZxxEREREREREREREBEAn7yJEREREREREREREVFKYtCUiIiIiIiIiIiLSIkzaEhEREREREREREWkRJm2JiIiIiIiIiIiItAiTtkRERERERERERERahElbIiIiIiIiIiIiIi3CpC0RERERERERERGRFmHSloiIiIiIiIiIiEiLMGlLREREREREREREpEWYtCUiIiIiIiIiIiLSIkzaEhEREREREREREWkRJm2JiIiIiIiIiIiItAiTtkRERERERERERERahElbIiIiIiIiIiIiIi3CpC0RERERERERERGRFmHSloiIiIiIiIiIiEiLMGlLREREREREREREpEWYtCUiIiIiIiIiIiLSIkzaEhEREREREREREWkRJm2JiIiIiIiIiIiItEiZT9ouX74c7u7uMDIyQuPGjXH+/Hm15bdv3w4vLy8YGRmhdu3a2L9/v8J2IQRmzpwJZ2dnGBsbIyAgAPfu3SvOSyAiIiIiIiIiIiKSlOmk7datWzFp0iQEBQXh8uXLqFu3Ljp06ICXL18qLX/mzBkMGDAAI0aMwJUrV9CjRw/06NEDN27ckMrMnz8fP/74I1atWoVz587B1NQUHTp0QHJyckldFhEREREREREREb3DynTSduHChRg5ciSGDRuGGjVqYNWqVTAxMcG6deuUll+yZAk6duyIzz77DN7e3pgzZw4aNGiAZcuWAcgcZbt48WJ89dVX6N69O+rUqYONGzfi2bNn2L17dwleGREREREREREREb2r9Eo7gIJKTU3FpUuXMH36dGmdjo4OAgICEBoaqnSf0NBQTJo0SWFdhw4dpIRseHg4Xrx4gYCAAGm7paUlGjdujNDQUPTv31/pcVNSUpCSkiItx8bGAgDSM+RIS5MX6PrySwaBtPTM8wnISuScVH7IIAeEQIZcICU9o1RjScvIjCUtQ46UvIszFm2JQ8iBDAGkZwAyUbqxlALGUgSxFHMb0qZ6AbQrnnITSxG3IW2qF0C74im3sRRBGyq3dVME3ol4CtiG3om6KYR3Kp4CtKF3qn4K4J2LJ59tSNvqJ10uACEgl8shl5ff3JZcrlmusMwmbV+/fo2MjAw4OjoqrHd0dMSdO3eU7vPixQul5V+8eCFtz1qnqowy8+bNw+zZs3Otd9U7CEOZMZIMfGGUdgMykQi5zAKpelVglHYZAJCm6wFAQD/jIQAg2aAhDNLCoCPiIJeZIUXfG8apF/4r6wbIdKGf/m9mWf36MEj/FzoiBkJmDGP9KtCTnYYAkK5bEXKZEQzS7/9Xti70Mx5DV/4GAoZINvCBceoZAEC6bgXIZeYwSA8DAKTo14ZexnPoyl9DQB/Jhr4wTjkDQCBdxxEZOjYwTL/9X9ka0M2Igp48EoAOkgz9YJxyDkA6MnTska7rCMO0zOknUvWqQ0fEQi/jOQAgybAZjFIuQIZUZOjYIl3XBYZp1/4rWxU6Igl6GU8yyxo0gVHaP5CJJMhlVkjV84BR2pX/ylaGTKRBP+PRf2V9YZh2EzoiAXKZOVL1q8Eo9dJ/degOANnq2wcGaXf/q29TpOjXhHHq+f/KVoKQ6cMg/UG2+g6HjoiGkBkjWb8ujFPP/leHFSGXGcMg/d5/9VIHehlPoSuPgoABkg0bwTjl9H9lnSGXWWSr71rQy4iErvwVAD0kGTaGcUooAHlmfevawjDtVmZZPW/oyt/8V98yJBk2hVHKeciQhgwdO6TrOsMw7Xq2+o6DXsaz/+qlKYxSL0GGFGTo2CBN1xVGaf8AADL0qkD3dSxePD6NSBlQ0acFIm9dRlpSAowsrWHtVhXPr2XWi7V7VYiMDEQ/zmyHLvWb4tXd60hNiIOhmQVsq9TEs6uZ/3Fi5VoZMh0dvI3IrBfnuo3xJjwMKbHR0Dcxg4N3PTy9dAoAYOniDl0DQ7wJD0O6HEir0xBvnoQjKToKekbGcK7ti8cXTgAALJwrQd/UDFH3M+vFsUYDxL14gsQ3L6GrbwiXBk3x+PxxCCFg5ugCI0sbvL6bWS8OXnWR8DoSCa9fQEdXDxUbtsCTi39DnpEOUzsnmNo54uWdzHqxrVILePsGT6OeQSaTwdW3FZ5ePoOMtBSY2DjA3KkiIm9d/q9sDaQlxCP2eWY7dG3kj+fXzyM9OQnGVrawdPXEi+uZ72Ubj+rISE1BzNPMduji0xwvb19FWmI8DC2sYONRHc//OZdZ325VIeRyRD9+gHQ5kFG/CR4/uIWU+FgYmJrDvlptPL1y5r/69oRMVxdvH/5X33V88TbiHpJj3kLf2BSONRrgyaW/M+uwghv0jIzx5t/M/tKpVkPEPH2IpLevoWdoBOe6jfH4fGZ9mzu5wtDMAq/v3wQAmFathzdRz5D05iV09fTh4tM8s2x6KkydXGFsbYdX/9W3ffU6SHrzCvGvnkOmowvXRi3x5NIpyNPTYGrrCFMHZ7y8fRUAYFe1FlJioxEXmfm+r9S4NZ5eOYOM1BSY2NjD3LkSIm9mvpdtK3sjNTEByU8f4akOULFhS0TeuIi05EQYWdrAulIVPL9+/v/rOy0VMU/CM+u7QTO8CruW2WbNLWHr6Y1n/2S+l60qVQEARD/K7Dsr1G2CqH9vIyUuJrO+q9fB08uZ72XLih7Q1TfAm/DM97KZV0O8vvUvUmLeQN/IBI61GuLJxZNSfesbmyDqQWbf6VjTB3HPHyHxzSvoGhjCpX5TPDp3LLO+HSvC0MIKr+9l9p0O3vWQ8PI5EqIioaOnj4o+zfH4wkkIeQbM7J1hbGOPV2GZfad9tdpIfPsayZHP8VRXB5V8/fH00ilkpKfBxNYB5o4uiLyV2XfaVamJlPhYxL14nNlmff3x/J9zSE9JhrG1HSxd3PHixsXMOvT0QnpyEmKfRQDIXx9hUbMJXl67iTQN+ogK1Woi6uZlpMSp7yMAwKl2I8Q8/lfjPiL2+WMkR73Cc0MDVGzQrEj6CLtqtZEc8wbxkU/z3Ue4+LRE2rULeJpWdH0EAFSo54eo+zfz3UcIQxOImg1w//KpQvcRjjXqIy7yKRKjFPsIIeQwc6gAYytblX2Ei08LpFw6hafy9Pz3EU6ueHn9PISuHmwreyMtKfH/22wB+wiYWCCjqjfu/1ffhekjnGv74u2j+0guYB/x9NwxpMuBGGcXpFhYF7iPSIqOQvzLZ5DJdOBawD7CyMoWRo5ueBp6udB9RFF8jkiXA3Gu7kgqRB8hfY7QkcGloT8eXzhRoD7C2MYByXeu4alO4fqIovocYehSGfE6Ak//q++C9hFF9TkiXQ6k1qyPty8L1kdo/ecI18qQpSbhbeSzfPcR2vI5IquPSIcMMl9/hF8+XaqfI1zqN8XLsOtIjo/DKwsL2BXBd41C9RH6hnCu54fk8yfwVFYcnyNOQ56cCGN7Z5g7uWrURxhZ2sLIyR1PQy/lu48oqs8ROfsIfcdKSDQxwdPwkv0coaqPSJcDSdVqIjYuRuM+oig+Ryj7riGEQHLEAzzVKb7PEU6VqyM27BoS377Os4+wq14XIvI5nka/LLHPEXn1ER6NWuLg74eRnJgAW1tbeHt749SpzPeyt7c30tPTpXtPtWrVCpcvX0ZsbCwsLS1Rr149nDiR2baqVasGHR0dKUfYokUL3LhxA2/fvoWZmRl8fX1x9OhRAECVKlVgaGiImzcz22GzZs1w9+5dvHr1CiYmJmjWrBkOHToEAHB3d4eFhQWuXcusl8aNGyMiIgIvXryAoaEhWrdujYMHD0IIgUqVKsHW1hZXrmTWS8OGDfHs2TM8eJD5nsuLTAhRMkOiitizZ8/g4uKCM2fOwM/PT1o/depUnDhxAufOncu1j4GBATZs2IABAwZI61asWIHZs2cjMjISZ86cQbNmzfDs2TM4OztLZfr27QuZTIatW7cqjUXZSFtXV1dcD3sJc3OLorjcPAkhR2z0a1hY2UEmK9OzXlApEEKO6NhXqFTJETKd0m8/aRkC+rra8b9qjEWzOIRcjjevX8PGzq5E25C21AnAWFTRNJaSaEPaVC+AdsVTHmIpjjakTfUCaFc85TGWompD5bFuikp5j6cwbai8101hvSvxFLQNvSv1U1DvUjwFaUPaVj96MhlM9Us/L1GcYmNjYW1tjZiYGFhYqM4bltmRtnZ2dtDV1UVkZKTC+sjISDg5OSndx8nJSW35rH8jIyMVkraRkZGoV6+eylgMDQ1haGiYa30lJ0NYWOReXxzkcjle6ujDwcEQOlqQdKOyRS6Xw0jHAFZG+mw/VCByuRypBrpsQ1RgbENUWGxDVFhsQ1RYbENUWGxDVFhsQ2WDpq9NmX0FDQwM4OPjgyNHjkjr5HI5jhw5ojDyNjs/Pz+F8gBw6NAhqbyHhwecnJwUysTGxuLcuXMqj0lERERERERERERUlMrsSFsAmDRpEgIDA9GwYUP4+vpi8eLFSEhIwLBhwwAAQ4YMgYuLC+bNmwcAGD9+PPz9/bFgwQJ06dIFW7ZswcWLF7F69WoAgEwmw4QJE/DNN9+gatWq8PDwwIwZM1ChQgX06NGjtC6TiIiIiIiIiIiI3iFlOmnbr18/vHr1CjNnzsSLFy9Qr149HDhwQLqR2KNHjxSGHDdt2hS//fYbvvrqK3zxxReoWrUqdu/ejVq1akllpk6dioSEBHz00UeIjo5G8+bNceDAARgZGZX49REREREREREREdG7p8zeiEybZd21Lq8JhYuSXC7Hy5cv4eDgwHlLKN/Yfqiw2IaosNiGqLDYhqiw2IaosNiGqLDYhqiw2IbKBk3zhnwFiYiIiIiIiIiIiLQIk7ZEREREREREREREWoRJWyIiIiIiIiIiIiItwqQtERERERERERERkRZh0paIiIiIiIiIiIhIizBpS0RERERERERERKRFmLQlIiIiIiIiIiIi0iJM2hIRERERERERERFpESZtiYiIiIiIiIiIiLQIk7ZEREREREREREREWoRJWyIiIiIiIiIiIiItwqQtERERERERERERkRZh0paIiIiIiIiIiIhIizBpS0RERERERERERKRFmLQlIiIiIiIiIiIi0iJM2hIRERERERERERFpESZtiYiIiIiIiIiIiLQIk7ZEREREREREREREWoRJWyIiIiIiIiIiIiItwqQtERERERERERERkRZh0paIiIiIiIiIiIhIizBpS0RERERERERERKRFmLQlIiIiIiIiIiIi0iJM2hIRERERERERERFpkTKbtH3z5g0GDhwICwsLWFlZYcSIEYiPj1e7T3JyMsaMGQNbW1uYmZmhd+/eiIyMVCgjk8lyPbZs2VKcl0JEREREREREREQkKbNJ24EDB+LmzZs4dOgQ9u7di5MnT+Kjjz5Su8/EiRPxxx9/YPv27Thx4gSePXuGXr165SoXEhKC58+fS48ePXoU01UQERERERERERERKdIr7QAK4vbt2zhw4AAuXLiAhg0bAgCWLl2Kzp0744cffkCFChVy7RMTE4O1a9fit99+Q5s2bQBkJme9vb1x9uxZNGnSRCprZWUFJycnjeNJSUlBSkqKwrkAIDo6GnK5vEDXmF9yuRyxsbEwMDCAjk6ZzcVTKWH7ocJiG6LCYhuiwmIbosJiG6LCYhuiwmIbosJiGyobYmNjAQBCCPUFRRm0du1aYWVlpbAuLS1N6Orqip07dyrd58iRIwKAePv2rcL6SpUqiYULF0rLAESFChWEra2taNSokVi7dq2Qy+Vq4wkKChIA+OCDDz744IMPPvjggw8++OCDDz744IMPPvJ8PH78WG2+sUyOtH3x4gUcHBwU1unp6cHGxgYvXrxQuY+BgQGsrKwU1js6Oirs8/XXX6NNmzYwMTHBX3/9hdGjRyM+Ph7jxo1TGc/06dMxadIkaVkul+PNmzewtbWFTCYrwBXmX2xsLFxdXfH48WNYWFiUyDmp/GD7ocJiG6LCYhuiwmIbosJiG6LCYhuiwmIbosJiGyobhBCIi4tTOlNAdlqVtJ02bRq+//57tWVu375drDHMmDFDel6/fn0kJCQgODhYbdLW0NAQhoaGCutyJodLioWFBd+YVGBsP1RYbENUWGxDVFhsQ1RYbENUWGxDVFhsQ1RYbEPaz9LSMs8yWpW0nTx5MoYOHaq2jKenJ5ycnPDy5UuF9enp6Xjz5o3KuWidnJyQmpqK6OhohYRqZGSk2vlrGzdujDlz5iAlJSVXYpaIiIiIiIiIiIioqGlV0tbe3h729vZ5lvPz80N0dDQuXboEHx8fAMDRo0chl8vRuHFjpfv4+PhAX18fR44cQe/evQEAYWFhePToEfz8/FSe6+rVq7C2tmbCloiIiIiIiIiIiEqEViVtNeXt7Y2OHTti5MiRWLVqFdLS0jB27Fj0799fmg/i6dOnaNu2LTZu3AhfX19YWlpixIgRmDRpEmxsbGBhYYFPP/0Ufn5+aNKkCQDgjz/+QGRkJJo0aQIjIyMcOnQIc+fOxZQpU0rzcjViaGiIoKAgJpepQNh+qLDYhqiw2IaosNiGqLDYhqiw2IaosNiGqLDYhsoXmRBClHYQBfHmzRuMHTsWf/zxB3R0dNC7d2/8+OOPMDMzAwA8fPgQHh4eOHbsGFq1agUASE5OxuTJk7F582akpKSgQ4cOWLFihTQ9woEDBzB9+nTcv38fQghUqVIFo0aNwsiRI6Gjo1Nal0pERERERERERETvkDKbtCUiIiIiIiIiIiIqjzh8lIiIiIiIiIiIiEiLMGlLREREREREREREpEWYtCUiIiIiIiIiIiLSIkzaEhEREREREREREWkRJm3LoIcPH2LEiBHw8PCAsbExKleujKCgIKSmpqrdr1WrVpDJZAqPTz75pISiptK2fPlyuLu7w8jICI0bN8b58+fVlt++fTu8vLxgZGSE2rVrY//+/SUUKWmbefPmoVGjRjA3N4eDgwN69OiBsLAwtfusX78+V39jZGRUQhGTtpk1a1au9uDl5aV2H/ZBlJ27u3uuNiSTyTBmzBil5dkH0cmTJ9G1a1dUqFABMpkMu3fvVtguhMDMmTPh7OwMY2NjBAQE4N69e3keN7+fp6jsUteG0tLS8Pnnn6N27dowNTVFhQoVMGTIEDx79kztMQvy95DKrrz6oaFDh+ZqDx07dszzuOyH3h15tSFln41kMhmCg4NVHpP9UNnCpG0ZdOfOHcjlcvz000+4efMmFi1ahFWrVuGLL77Ic9+RI0fi+fPn0mP+/PklEDGVtq1bt2LSpEkICgrC5cuXUbduXXTo0AEvX75UWv7MmTMYMGAARowYgStXrqBHjx7o0aMHbty4UcKRkzY4ceIExowZg7Nnz+LQoUNIS0tD+/btkZCQoHY/CwsLhf4mIiKihCImbVSzZk2F9nDq1CmVZdkHUU4XLlxQaD+HDh0CAPTp00flPuyD3m0JCQmoW7culi9frnT7/Pnz8eOPP2LVqlU4d+4cTE1N0aFDByQnJ6s8Zn4/T1HZpq4NJSYm4vLly5gxYwYuX76MnTt3IiwsDN26dcvzuPn5e0hlW179EAB07NhRoT1s3rxZ7THZD71b8mpD2dvO8+fPsW7dOshkMvTu3VvtcdkPlSGCyoX58+cLDw8PtWX8/f3F+PHjSyYg0iq+vr5izJgx0nJGRoaoUKGCmDdvntLyffv2FV26dFFY17hxY/Hxxx8Xa5xUNrx8+VIAECdOnFBZJiQkRFhaWpZcUKTVgoKCRN26dTUuzz6I8jJ+/HhRuXJlIZfLlW5nH0TZARC7du2SluVyuXBychLBwcHSuujoaGFoaCg2b96s8jj5/TxF5UfONqTM+fPnBQARERGhskx+/x5S+aGsDQUGBoru3bvn6zjsh95dmvRD3bt3F23atFFbhv1Q2cKRtuVETEwMbGxs8iz366+/ws7ODrVq1cL06dORmJhYAtFRaUpNTcWlS5cQEBAgrdPR0UFAQABCQ0OV7hMaGqpQHgA6dOigsjy9W2JiYgAgzz4nPj4ebm5ucHV1Rffu3XHz5s2SCI+01L1791ChQgV4enpi4MCBePTokcqy7INIndTUVPzyyy8YPnw4ZDKZynLsg0iV8PBwvHjxQqGfsbS0ROPGjVX2MwX5PEXvlpiYGMhkMlhZWaktl5+/h1T+HT9+HA4ODqhevTpGjRqFqKgolWXZD5E6kZGR2LdvH0aMGJFnWfZDZQeTtuXA/fv3sXTpUnz88cdqy33wwQf45ZdfcOzYMUyfPh2bNm3CoEGDSihKKi2vX79GRkYGHB0dFdY7OjrixYsXSvd58eJFvsrTu0Mul2PChAlo1qwZatWqpbJc9erVsW7dOuzZswe//PIL5HI5mjZtiidPnpRgtKQtGjdujPXr1+PAgQNYuXIlwsPD0aJFC8TFxSktzz6I1Nm9ezeio6MxdOhQlWXYB5E6WX1JfvqZgnyeondHcnIyPv/8cwwYMAAWFhYqy+X37yGVbx07dsTGjRtx5MgRfP/99zhx4gQ6deqEjIwMpeXZD5E6GzZsgLm5OXr16qW2HPuhskWvtAOg/zdt2jR8//33asvcvn1bYZLop0+fomPHjujTpw9Gjhypdt+PPvpIel67dm04Ozujbdu2ePDgASpXrly44InonTBmzBjcuHEjz3mP/Pz84OfnJy03bdoU3t7e+OmnnzBnzpziDpO0TKdOnaTnderUQePGjeHm5oZt27ZpNBqAKLu1a9eiU6dOqFChgsoy7IOIqKSkpaWhb9++EEJg5cqVasvy7yFl179/f+l57dq1UadOHVSuXBnHjx9H27ZtSzEyKovWrVuHgQMH5nnjVfZDZQuTtlpk8uTJakeNAICnp6f0/NmzZ2jdujWaNm2K1atX5/t8jRs3BpA5UpdJ2/LLzs4Ourq6iIyMVFgfGRkJJycnpfs4OTnlqzy9G8aOHYu9e/fi5MmTqFixYr721dfXR/369XH//v1iio7KEisrK1SrVk1le2AfRKpERETg8OHD2LlzZ772Yx9E2WX1JZGRkXB2dpbWR0ZGol69ekr3KcjnKSr/shK2EREROHr0qNpRtsrk9feQ3i2enp6ws7PD/fv3lSZt2Q+RKn///TfCwsKwdevWfO/Lfki7cXoELWJvbw8vLy+1DwMDAwCZI2xbtWoFHx8fhISEQEcn/y/l1atXAUDhwyqVPwYGBvDx8cGRI0ekdXK5HEeOHFEYhZSdn5+fQnkAOHTokMryVL4JITB27Fjs2rULR48ehYeHR76PkZGRgevXr7O/IQCZc40+ePBAZXtgH0SqhISEwMHBAV26dMnXfuyDKDsPDw84OTkp9DOxsbE4d+6cyn6mIJ+nqHzLStjeu3cPhw8fhq2tbb6PkdffQ3q3PHnyBFFRUSrbA/shUmXt2rXw8fFB3bp1870v+yEtV9p3QqP8e/LkiahSpYpo27atePLkiXj+/Ln0yF6mevXq4ty5c0IIIe7fvy++/vprcfHiRREeHi727NkjPD09RcuWLUvrMqgEbdmyRRgaGor169eLW7duiY8++khYWVmJFy9eCCGEGDx4sJg2bZpU/vTp00JPT0/88MMP4vbt2yIoKEjo6+uL69evl9YlUCkaNWqUsLS0FMePH1fobxITE6UyOdvQ7NmzxcGDB8WDBw/EpUuXRP/+/YWRkZG4efNmaVwClbLJkyeL48ePi/DwcHH69GkREBAg7OzsxMuXL4UQ7INIMxkZGaJSpUri888/z7WNfRDlFBcXJ65cuSKuXLkiAIiFCxeKK1euiIiICCGEEN99952wsrISe/bsEdeuXRPdu3cXHh4eIikpSTpGmzZtxNKlS6XlvD5PUfmirg2lpqaKbt26iYoVK4qrV68qfD5KSUmRjpGzDeX195DKF3VtKC4uTkyZMkWEhoaK8PBwcfjwYdGgQQNRtWpVkZycLB2D/dC7La+/ZUIIERMTI0xMTMTKlSuVHoP9UNnGpG0ZFBISIgAofWQJDw8XAMSxY8eEEEI8evRItGzZUtjY2AhDQ0NRpUoV8dlnn4mYmJhSugoqaUuXLhWVKlUSBgYGwtfXV5w9e1ba5u/vLwIDAxXKb9u2TVSrVk0YGBiImjVrin379pVwxKQtVPU3ISEhUpmcbWjChAlSe3N0dBSdO3cWly9fLvngSSv069dPODs7CwMDA+Hi4iL69esn7t+/L21nH0SaOHjwoAAgwsLCcm1jH0Q5HTt2TOnfrqx2IpfLxYwZM4Sjo6MwNDQUbdu2zdW23NzcRFBQkMI6dZ+nqHxR14ayvmspe2R9/xIidxvK6+8hlS/q2lBiYqJo3769sLe3F/r6+sLNzU2MHDkyV/KV/dC7La+/ZUII8dNPPwljY2MRHR2t9Bjsh8o2mRBCFM8YXiIiIiIiIiIiIiLKL85pS0RERERERERERKRFmLQlIiIiIiIiIiIi0iJM2hIRERERERERERFpESZtiYiIiIiIiIiIiLQIk7ZEREREREREREREWoRJWyIiIiIiIiIiIiItwqQtERERERERERERkRZh0paIiIiIlJLJZJg1a5ZGZd3d3TF06NBijacwjh8/DplMhuPHj5d2KFpPG+pq/vz58PLyglwuL/FzHzhwAGZmZnj16lWJn5uIiIgoC5O2RERERGXA+vXrIZPJpIeRkRGqVauGsWPHIjIyskRiOHPmDGbNmoXo6OgSOR8VrxUrVmD9+vWlHUYusbGx+P777/H5559DR6fkv6507NgRVapUwbx580r83ERERERZ9Eo7ACIiIiLS3Ndffw0PDw8kJyfj1KlTWLlyJfbv348bN27AxMSkSM+VlJQEPb3//7h45swZzJ49G0OHDoWVlZVC2bCwsFJJsFHBrVixAnZ2drlGSLds2RJJSUkwMDAolbjWrVuH9PR0DBgwoFTODwAff/wxpkyZgtmzZ8Pc3LzU4iAiIqJ3Fz9ZExEREZUhnTp1wqBBg/Dhhx9i/fr1mDBhAsLDw7Fnz54iP5eRkZFC0lYdQ0ND6OvrF3kMpBkhBJKSkorkWDo6OjAyMiq1JHxISAi6desGIyOjUjk/APTu3RspKSnYvn17qcVARERE7zYmbYmIiIjKsDZt2gAAwsPDAQDp6emYM2cOKleuDENDQ7i7u+OLL75ASkqKwn4XL15Ehw4dYGdnB2NjY3h4eGD48OEKZbLPaTtr1ix89tlnAAAPDw9pmoaHDx8CUD6n7b///os+ffrAxsYGJiYmaNKkCfbt26dQJmv+1G3btuHbb79FxYoVYWRkhLZt2+L+/ft5Xn9ERARGjx6N6tWrw9jYGLa2tujTp48UV162b98OHx8fGBsbw87ODoMGDcLTp08VygwdOhRmZmZ4+vQpevToATMzM9jb22PKlCnIyMhQKBsVFYXBgwfDwsICVlZWCAwMxD///AOZTKbRVATXrl2Dv78/jI2NUbFiRXzzzTcICQlRqGsgs77fe+89HDx4EA0bNoSxsTF++uknAJlJzzZt2sDBwQGGhoaoUaMGVq5cqXAed3d33Lx5EydOnJBey1atWgFQPqdtq1atUKtWLdy6dQutW7eGiYkJXFxcMH/+/FzXEBERgW7dusHU1BQODg6YOHEiDh48qNE8ueHh4bh27RoCAgIU1quaZ/fhw4e56jbr9Xr06BHee+89mJmZwcXFBcuXLwcAXL9+HW3atIGpqSnc3Nzw22+/5YrDwcEBderUKZb/DCEiIiLSBKdHICIiIirDHjx4AACwtbUFAHz44YfYsGED3n//fUyePBnnzp3DvHnzcPv2bezatQsA8PLlS7Rv3x729vaYNm0arKys8PDhQ+zcuVPleXr16oW7d+9i8+bNWLRoEezs7AAA9vb2SstHRkaiadOmSExMxLhx42Bra4sNGzagW7du2LFjB3r27KlQ/rvvvoOOjg6mTJmCmJgYzJ8/HwMHDsS5c+fUXv+FCxdw5swZ9O/fHxUrVsTDhw+xcuVKtGrVCrdu3VI7ZcT69esxbNgwNGrUCPPmzUNkZCSWLFmC06dP48qVKwpTQGRkZKBDhw5o3LgxfvjhBxw+fBgLFixA5cqVMWrUKACAXC5H165dcf78eYwaNQpeXl7Ys2cPAgMD1V5DlqdPn6J169aQyWSYPn06TE1N8fPPP8PQ0FBp+bCwMAwYMAAff/wxRo4cierVqwMAVq5ciZo1a6Jbt27Q09PDH3/8gdGjR0Mul2PMmDEAgMWLF+PTTz+FmZkZvvzySwCAo6Oj2vjevn2Ljh07olevXujbty927NiBzz//HLVr10anTp0AAAkJCWjTpg2eP3+O8ePHw8nJCb/99huOHTumUR2cOXMGANCgQQONyquSkZGBTp06oWXLlpg/fz5+/fVXjB07Fqampvjyyy8xcOBA9OrVC6tWrcKQIUPg5+cHDw8PhWP4+Phg9+7dhYqDiIiIqMAEEREREWm9kJAQAUAcPnxYvHr1Sjx+/Fhs2bJF2NraCmNjY/HkyRNx9epVAUB8+OGHCvtOmTJFABBHjx4VQgixa9cuAUBcuHBB7TkBiKCgIGk5ODhYABDh4eG5yrq5uYnAwEBpecKECQKA+Pvvv6V1cXFxwsPDQ7i7u4uMjAwhhBDHjh0TAIS3t7dISUmRyi5ZskQAENevX1cbY2JiYq51oaGhAoDYuHGjtC7rPMeOHRNCCJGamiocHBxErVq1RFJSklRu7969AoCYOXOmtC4wMFAAEF9//bXCeerXry98fHyk5f/9738CgFi8eLG0LiMjQ7Rp00YAECEhIWqv5dNPPxUymUxcuXJFWhcVFSVsbGxy1bubm5sAIA4cOKBRnXTo0EF4enoqrKtZs6bw9/fPVTZnXQkhhL+/f646TUlJEU5OTqJ3797SugULFggAYvfu3dK6pKQk4eXlleuYynz11VcCgIiLi8szJiGECA8Pz1W3Wa/X3LlzpXVv374VxsbGQiaTiS1btkjr79y5k6udZ5k7d64AICIjI9XGTERERFQcOD0CERERURkSEBAAe3t7uLq6on///jAzM8OuXbvg4uKC/fv3AwAmTZqksM/kyZMBQJqaIGsE6d69e5GWllYsce7fvx++vr5o3ry5tM7MzAwfffQRHj58iFu3bimUHzZsmMKNr1q0aAEgc4oFdYyNjaXnaWlpiIqKQpUqVWBlZYXLly+r3O/ixYt4+fIlRo8erTB3apcuXeDl5ZVrGgcA+OSTTxSWW7RooRDfgQMHoK+vj5EjR0rrdHR0pNGteTlw4AD8/PxQr149aZ2NjQ0GDhyotLyHhwc6dOiQa332OomJicHr16/h7++Pf//9FzExMRrFooyZmRkGDRokLRsYGMDX1zdXHbi4uKBbt27SOiMjI4U6UScqKgp6enowMzMrcJxZPvzwQ+m5lZUVqlevDlNTU/Tt21daX716dVhZWSltZ9bW1gCA169fFzoWIiIiovxi0paIiIioDFm+fDkOHTqEY8eO4datW/j333+lxF1ERAR0dHRQpUoVhX2cnJxgZWWFiIgIAIC/vz969+6N2bNnw87ODt27d0dISEiueW8LIyIiQvq5fnbe3t7S9uwqVaqksJyVMHv79q3a8yQlJWHmzJlwdXWFoaEh7OzsYG9vj+joaLUJyqzzK4vRy8srV3xGRka5poKwtrZWiC8iIgLOzs65pmTI+Xqoi0lZWVX75/w5f5bTp08jICAApqamsLKygr29Pb744gsAKFTStmLFipDJZArrlNVB5cqVc5XTtA6KirLXy9LSUuk1WFpaKm1nQggAyFWeiIiIqCRwTlsiIiKiMsTX1xcNGzZUWyavJJNMJsOOHTtw9uxZ/PHHHzh48CCGDx+OBQsW4OzZs0UyyjG/dHV1la7PSpyp8umnnyIkJAQTJkyAn58fLC0tIZPJ0L9/f8jl8mKPrzRlH1Gb5cGDB2jbti28vLywcOFCuLq6wsDAAPv378eiRYsKVScFfY3yw9bWFunp6YiLi4O5uXme5VWdW1Ws+bmGrERu1vzNRERERCWJSVsiIiKicsLNzQ1yuRz37t2TRrQCmTcFi46Ohpubm0L5Jk2aoEmTJvj222/x22+/YeDAgdiyZYvCz8qzy8+IQzc3N4SFheVaf+fOHWl7UdixYwcCAwOxYMECaV1ycjKio6PzjA/IvJlXmzZtFLaFhYUVKD43NzccO3YMiYmJCqNt79+/r/H+yspquj8A/PHHH0hJScHvv/+uMHpZ2Y3AimMEqZubG27dugUhhMLxNb0GLy8vAEB4eDjq1KmTa3tcXJzCcmRkZCGiVS88PFwauU1ERERU0jg9AhEREVE50blzZwDA4sWLFdYvXLgQQOZ8rUDmCMKcIwuz5lFVN0WCqakpAOSZEM2K5fz58wgNDZXWJSQkYPXq1XB3d0eNGjXyPIYmdHV1c13L0qVLkZGRoXa/hg0bwsHBAatWrVK45j///BO3b9+W6io/OnTogLS0NKxZs0ZaJ5fLsXz5co33Dw0NxdWrV6V1b968wa+//qpxDFkjSbPXSUxMDEJCQnKVNTU11ei1zI8OHTrg6dOn+P3336V1ycnJCnWijp+fH4DMOYeVyZl83rVrF4CiHe2b5dKlS1I8RERERCWNI22JiIiIyom6desiMDAQq1evRnR0NPz9/XH+/Hls2LABPXr0QOvWrQEAGzZswIoVK9CzZ09UrlwZcXFxWLNmDSwsLKTErzI+Pj4AgC+//BL9+/eHvr4+unbtKiVzs5s2bRo2b96MTp06Ydy4cbCxscGGDRsQHh6O//3vf9DRKZqxA++99x42bdoES0tL1KhRA6GhoTh8+DBsbW3V7qevr4/vv/8ew4YNg7+/PwYMGIDIyEgsWbIE7u7umDhxYr5j6dGjB3x9fTF58mTcv38fXl5e+P333/HmzRsAeY9snTp1Kn755Re0a9cOn376KUxNTfHzzz+jUqVKePPmjUYjY9u3bw8DAwN07doVH3/8MeLj47FmzRo4ODjg+fPnCmV9fHywcuVKfPPNN6hSpQocHBxyjTrOr48//hjLli3DgAEDMH78eDg7O+PXX3+VbvaW1zV4enqiVq1aOHz4MIYPH55r+5o1a5CcnIx69erh4sWL2L59O2QyGXbu3AkPDw+0atWqUPFnefnyJa5du6bxTeSIiIiIihqTtkRERETlyM8//wxPT0+sX78eu3btgpOTE6ZPn46goCCpTFYyd8uWLYiMjISlpSV8fX3x66+/qry5FQA0atQIc+bMwapVq3DgwAHI5XKEh4crTdo6OjrizJkz+Pzzz7F06VIkJyejTp06+OOPPwo0ilWVJUuWQFdXF7/++iuSk5PRrFkzHD58WLo5mzpDhw6FiYkJvvvuO3z++ecwNTVFz5498f3338PKyirfsejq6mLfvn0YP348NmzYAB0dHfTs2RNBQUFo1qyZlLhUxdXVFceOHcO4ceMwd+5c2NvbY8yYMTA1NcW4cePy3B/IvLHajh078NVXX2HKlClwcnLCqFGjYG9vnysJOnPmTERERGD+/PmIi4uDv79/oZO2ZmZmOHr0KD799FMsWbIEZmZmGDJkCJo2bYrevXtrdA3Dhw/HzJkzkZSUlGve3vnz52P9+vVYu3YtqlSpgj179mDNmjXYvXs3evXqVWRJ2507d8LQ0BB9+/YtkuMRERER5ZdMFMdviYiIiIiICACwe/du9OzZE6dOnUKzZs3yvf+ECRPw008/IT4+XitviKaJxYsXY+LEiXjy5AlcXFzUlo2JiYGnpyfmz5+PESNGAACOHz+O1q1b49ixY0WWmFWnfv36aNWqFRYtWlTs5yIiIiJShnPaEhEREREVkaSkJIXljIwMLF26FBYWFmjQoEG+94+KisKmTZvQvHnzMpOwzXkNycnJ+Omnn1C1atU8E7YAYGlpialTpyI4OBhyuby4wlTpwIEDuHfvHqZPn17i5yYiIiLKwukRiIiIiIiKyKeffoqkpCT4+fkhJSUFO3fuxJkzZzB37txcP/VXxs/PD61atYK3tzciIyOxdu1axMbGYsaMGSUQfdHo1asXKlWqhHr16iEmJga//PIL7ty5k68bqn3++ef4/PPPizFK1Tp27Ij4+PhSOTcRERFRFiZtiYiIiIiKSJs2bbBgwQLs3bsXycnJqFKlCpYuXYqxY8dqtH/nzp2xY8cOrF69GjKZDA0aNMDatWvRsmXLYo686HTo0AE///wzfv31V2RkZKBGjRrYsmUL+vXrV9qhEREREZUZnNOWiIiIiIiIiIiISItwTlsiIiIiIiIiIiIiLcKkLREREREREREREZEWYdKWiIiIiIiIiIiISIswaUtERERERERERESkRZi0JSIiIiIiIiIiItIiTNoSERERERERERERaREmbYmIiIiIiIiIiIi0CJO2RERERERERERERFqESVsiIiIiIiIiIiIiLcKkLREREREREREREZEWYdKWiIiIiIiIiIiISIswaUtERERERERERESkRZi0JSIiIiIiIiIiItIiTNoSERERERERERERaREmbYmIiEhrDR06FDKZDDKZDK1atVLYlrVeJpNh/fr1pRKfOupiJ/Xi4uIwfvx4uLu7w8DAQKrHxYsX4+HDhwqv/fHjx6X9Zs2aJa13d3cvtfgLqlWrVlL8Q4cOldaX52umss3d3V1qf7NmzSrx/YmIiMozJm2JiIjeAbVq1VJI+jg7OyM9Pb20wyqzyktCNnuSMPtDT08PDg4OaN++PTZu3AghRInG9fHHH+PHH39EREQE0tLSSvTcRSV7Mkrdo7RoEltJJ4GZwFNOVVsyMDBAhQoV0K1bN/z++++lHWYufD2JiIgKR6+0AyAiIqLideHCBdy8eVNh3YsXL3DgwAG89957pRRV4QUHB0vPGzVqVIqRKNe/f3/UqlULAODq6lrK0eRPRkYGXr16hUOHDuHQoUPYtm0bdu3aBX19/WI/d1paGnbs2CEtN2/eHO+99x50dXXRsmVL2NjYKLz2lStXLvaYSsqoUaOk92RW2yFSJS0tDc+fP8cff/yBP/74AyNHjsTq1atLNIYvv/wSMTExAICmTZuW+P5ERETlGZO2RERE5ZyqqQPWr19fppO2U6ZMKe0Q1OrYsSM6duxY2mFozNraGl988QUAIDIyEps2bUJkZCQAYN++fVixYgXGjx+f53FSU1MhhIChoWGB4nj+/LnC6NpZs2ahbdu2CmW0/bXPydPTE6NGjcqzXL9+/UogmtwaNmyo9NyWlpalEE3Ji42NhYWFRWmHoZHsbenRo0fYsGEDYmNjAQBr1qxBly5d0L179xKLZ+TIkaW6PxERUbkmiIiIqNxKTk4W1tbWAoAAIKpVqyY9NzAwEK9fv861z7Fjx6QyAMSDBw/EokWLhLe3tzA0NBQVKlQQEydOFLGxsUrPefjwYdG7d2/h4uIiDAwMhLm5uahfv76YOXOmiIqKUrrPiRMnhL+/vzAxMRHW1tbi/fffF/fv3xeBgYFSHP7+/gr7ZI8xJCREWu/m5qawTdkje/n58+eL7t27i6pVqwpra2uhp6cnLC0tRaNGjcQ333wj4uPjpbIhISF5HvvYsWNCCKE2diGEePLkiZgyZYqoVauWMDU1FYaGhsLNzU0MHDhQnDt3Llf5oKAg6Xhubm4iOjpaTJkyRVSqVEno6+sLDw8P8e233wq5XK60jpXx9/dXOGZ2d+/eFTKZTNreokULpfsFBgaK69evi+7duwsbGxsBQFy5ckUqGxYWJj755BNRrVo1YWxsLIyNjUXVqlXFRx99JG7fvq1wzrxeu/DwcBEeHq60vpXVUU4xMTFi7ty5wtfXV1hYWAh9fX3h6uoqAgMDxY0bN5TWUfZzBQUFaVy32a9F2euvTM56zVKYa1Yl+/Gyn0uVtWvXij59+ggvLy9ha2sr9PT0hLm5uahbt66YOnWqePXqldL94uPjxaJFi0TLli2FjY2N0NfXF46OjqJly5Zi2bJlQgjF94qqR3Zv3rwRs2fPFj4+PtLrWKFCBdGzZ0/x119/5Yoh5/s2ISFBfPHFF8LDw0Po6emJ8ePHq7zue/fuqaz7LL6+vtL2Dz/8UFq/Z88e0aFDB+Hg4CDVl6enp+jevbuYO3euyMjIyLPehVDflg4dOqQQ3+DBgwtVV1n15e/vL73OVlZWolq1aqJv375i+fLlKmPLen/k5/VUtn92Fy9eFIMHDxbu7u7C0NBQmJqaipo1a4pJkyaJx48f5yqf8z109+5d0b9/f2FraysMDQ1F/fr1xe7duzWodSIiotLHpC0REVE5tnXrVoUvyqGhoUJfX19a/vHHH3PtkzNp26ZNG6Vfuhs1aiSSkpIU9p00aZLaL+ouLi65kmN//PGH0NPTy1XWxsZG+Pn5FXvS1tbWVm3Z2rVri7i4OCFE0SVtT5w4oZBMz/nQ0dERCxYsUNgne3LO1tZWeHt7K913xowZGrSMTOqStkIIYWdnJ22vWrWq0v3q168vTE1NFWLIStpu27ZNGBkZqbxOQ0NDsXnzZo1fu8Ikbe/evSvc3d3VxrJt27ZcdZC9zLuctPXx8cnzvf306VOFfR48eCCqVq2qcp+6desKIfKX5Lt165aoWLGi2rI5k7A537ctWrRQWz6n7OU/+ugjhW33799XONaZM2eUnlPZI2f/qYq6thQfH69wzHbt2hWqrrK3J2UPR0dHlbEVddJ20aJFQkdHR+UxLC0tcyXRs7+H6tSpI8zNzXPtJ5PJxOHDhzWqeyIiotLE6RGIiIjKsexTIzRo0ABNmjRBQEAA/vzzT2n7p59+qvYYR48eRffu3VG3bl38+eefuHDhAoDMuXLnz5+PmTNnAgA2bdqEhQsXSvvVrFkTPXv2xLNnz7BhwwZkZGTg6dOn6NWrF27evAk9PT0kJiZixIgR0k3R9PX1MXz4cFhbW+OXX35BaGhovq85+xyJWZYuXYpHjx4BAPT09FC9enVpW8WKFdG6dWu4ubnB2toaQgiEh4dj69atSEhIwPXr17FixQpMnToVjRo1QnBwMLZu3YqLFy8CyP3T97zmWI2OjkavXr3w9u1bAICxsTGGDRsGCwsLbN68GREREZDL5ZgyZQp8fHzg7++f6xhRUVF4+/YthgwZggoVKuDnn3/G69evAQBLlizBV199BQMDg3zXXXZ3795FVFSUtOzk5KS03JUrV6Cnp4fBgwejatWquHPnDoyMjHD//n0MHjwYKSkpAABbW1sEBgZCJpNhw4YNeP36NVJSUhAYGAgfHx9UrVoVX375JR4+fIi5c+dKx//kk0+kOrWxscGbN2/yfS0ZGRno2bMnHj58CACwt7fHBx98ABsbGxw8eBBnzpxBSkoKhgwZAh8fH3h6eub7HOo8fvwYP/zwQ671tWrV0oopNG7evKk0vqZNm0rzjDo4OKBr166oXLkybGxsoKuri6dPn2Lr1q2IiorC06dP8c0332DFihUAMuu8R48euHfvnnS8Ro0aoW3btsjIyMC5c+ekn/Vnzf88d+5c6X3Rrl07tG/fXiGe9PR09OzZE0+ePAEA6OrqYvDgwahYsSJ2796NGzduAMh8DzRo0ABDhgxRer1///03GjdujHbt2iEhIQGVKlVSWz/Dhg3D33//DQDYsWMHli1bJs3vvHnzZqmcl5cX/Pz8AAArV65UuO733nsP6enpePz4Mc6dO4fbt2+rPaemcvaRWe/TgtZV9rgDAgLQqlUrJCQk4PHjxzh16hSSkpLyjEnT11OdkydPYtKkSdJNECtVqoQBAwYgPj4eISEhSExMRExMDHr37o379+/D2to61zGuXbsGa2trTJw4EUlJSVizZg0yMjIghEBwcHCuaVeIiIi0TiknjYmIiKiYPHv2TOjq6kqji4KDg4UQQmzcuFFh1NG1a9cU9ss50nbkyJHSttTUVFGzZk1pW8WKFaVtdevWlda7u7uLxMREaduKFSsUjrlr1y4hhBCbN29WWP/zzz9L+4SHhyuMCtZ0pG1Oc+bMURhhtX79+lxloqOjxf79+8WqVavEggULRHBwsGjZsqW0X5s2bRTK5zX1gboyixYtUoh9//790rbIyEhhZmYmbevevbu0LecIuMWLF0vbdu/erfY1VSX7qDRra2sRHBwsgoODxWeffSacnJwUjrlo0SKl+wFQ+nPj8ePHS9t1dHTE9evXpW3Xr19XGEGXfbSfulGleW1XNep0z5490npdXV1x9+5daVt6erqoXbu2tH3ixIkK58t+roKOtFX1yDnCtbRG2qp65LzehIQEcfjwYbF69WqxcOFCERwcLLp37y6V9/T0lMr+/vvvCsf66KOPck3d8eDBA5V1pqyud+3apXDMFStWSNsSExMV9s8axStE7lGvvXr10nhqAiEyR7Nmf1/+8ccf0rYaNWpI67///ntpfZ06daT1oaGhuY4ZHh5eoOkRPD09pffpuHHjhIWFhdK+taB1lf14z58/zxVLfl6zvF5PdWWytytzc3MRGRkpbdu/f79GfZNMJhOXL1+Wtk2YMEHaZmNjo6K2iYiItAdH2hIREZVTmzZtQkZGBgBAJpNJNxrq0aMHjIyMkJycDAAICQlRGCGb0+DBg6Xn+vr66Nu3L4KCggAAT548QWRkJMzNzXHt2jWpXJ8+fWBsbCwtDxkyBKNHj5aWQ0ND0aNHD2m0apYPPvhAeu7u7o7mzZvj2LFj+b72LD///DNmzJghLX/33XcIDAyUluVyOaZNm4YlS5YgNTVV5XGyRqsVhewj4+zt7dGpUydp2cHBAZ06dcL27dtzlc1OV1cXH3/8sbScfeQwAGl0W368ffsWn332mdJtHTp0wJgxY5Ruq1WrltIbH2WP3cfHB7Vq1VLYx8fHRxq1XZAR1flx+vRp6XlGRgaqVaumsuyZM2cUlsV/I/3edQsXLkRQUBDi4+NVlsn+Pjl16pTCtjlz5kAmkymsy++I5pztJPtIWmNjY/Tt2xfBwcEAMkdZJiYmwsTEJNdxvvjiC+jo6Gh8XlNTU/Tp0wchISEAMkfXvvfee7h27Rpu3boF4P9HsmZp0aKF1Ce2a9cOfn5+qFq1KmrUqIGWLVuidu3aGp8/u3///Vfl+3T48OHo0aMHgILXVYsWLbBv3z4Ame/Txo0bo2rVqqhZsyZat26NKlWqFCju/Moef8eOHeHg4CAtd+rUCfb29nj16pVUdsKECbmO4efnh/r160vL2fvJgvSRREREJU3zTytERERUpmSfGqFp06ZwdXUFAJibm6NLly7Stl9//VWankCZ7F+WAcDR0VFhOTo6Gm/fvlVIbuUsY2pqCjMzM2k56wtzdHS0tM7c3Fwh0avsOPmxe/dufPLJJ9LyxIkTMXXqVIUyP/74I4KDg9UmbAFIP/EvCtl/3q/s+rKvU5VYcHR0hJGRkbRsaGiosF0ulxcqRl1dXdjZ2aFt27ZYt24d9u/fL/0cPCcvLy+l64viOotKfqZUyEoEFSV/f3+IzHtJKDyyv0dLU2BgoNL4Zs2aBSDzvTR58mS1CVsACu+j7HVuYmKSqx8piOzHNDMzg6mpqcL27G1KCKHQv2Snqs2qM3z4cOn5nj17kJiYiN9++01a16lTJzg7O0vLc+fOlf5DJj4+HocOHcKKFSswduxY1KlTR5p2oDD09PTg5OSE9957Dzt37sTatWulbQWtq5UrV6JJkyYAMqdh2b9/P5YsWYKPPvoIVatWRb9+/Qrdv2iiKPoPd3d3heXs/ST/M4aIiMoCjrQlIiIqh3LOmXj69Olco9yyvHz5Evv370e3bt1Ubs8+QikyMlJhu5WVFczNzSGTyaQvwjnLJCQkKCR8suYftLKyktbFxcUhKSlJIXGb8ziaOnnyJAYMGCCNNB44cCAWLFiQq9zWrVul5xUqVMCuXbtQr149GBgYYOrUqdJItKJkY2MjPVd2fdnXKZunEUCuBKqq1zY/3NzcpDlf8yNnMihLUVxnUckei5GREebMmaOyrKWlZbHGUhZlf5+YmZlh586daNGiBYyMjLBixQqlo7Cz13liYiJevnxZ6MRt9mPGx8cjISFBof1lb1MymUyhf8lOVZtVp3nz5qhatSru3buHhIQE7NmzB1u2bJG2Dxs2TKG8hYUF9u/fjydPnuDs2bO4e/cubt26hV27diExMREnTpzA/PnzMXv27HzF4e/vj+PHj+dZrqB15erqitDQUNy/fx/nz5/HvXv3cP36dezZswfp6enYtm0bOnbsmOt6i5qNjQ1evnyZK1Zl8ZdkP0lERFSSONKWiIioHMrvCD515Tdt2iQ9T0tLw7Zt26RlFxcXODo6wsTEBHXr1pXWb9++XeGGNRs3blQ4ZtbNjRo2bKiwPvvItYcPH+b6ibUmrl27hm7duknTP3To0AEhISFKv7Bnv9FWw4YN4evrCwMDAyQnJ+OPP/5QeY7syYDExMR8xZd17UDmqM6sm8IBmQny7MvZy5Y12WO/dOkSbt68KS3fuHEDly5dUlq2uGNJTk5GzZo1MWXKlFyPFi1aoFGjRgr7ymQy6ZE18vRdk/194unpiXbt2sHIyAhyuRw7duxQuk/z5s0VloOCgnKNboyIiFBYzut9lbOdZO9XkpKSFPqmunXrKp0aoTCyJyq//PJLKX47Ozt07dpVoeyNGzeQlpaGihUr4v3338cXX3yBX375BR9++KFU5vLly0UaX3YFrat//vkHcrkcVapUwQcffICgoCDs2LEDnTt3znfcRdVPHjhwQErgAsCff/6pMCK+LPeTRERE6nCkLRERUTmTnJysMALMw8MDvr6+ucpdv35dmo9x7969eP36Nezs7HKVW7NmDV69eoU6dergzz//VEi+jRw5Uno+efJkaU7Hhw8folGjRujZsyeePXuGDRs2SOWqVasmTc/QrVs3hbkJR40ahQsXLsDa2hq//PIL0tLS8nXtsbGx6NixI2JiYgBkJg38/PywZMkShXKdOnVCzZo1Ub16denu9nv37sXHH38MJycn7NixA3fu3FF5HhcXF+n5pUuXMH78eLi6usLAwADjxo1TG2NgYCDmzJkjJcJ69+6N4cOHw8LCAr/99ps0Ilkmkymdp7GsGDNmDFauXImUlBTI5XL4+/sjMDAQMpkMGzZskH5ibWBgoHK+3KLSpUsXeHt7S6PPe/TogV69eqFGjRqQy+V48OABTp48iYiICISEhKBevXrFGk9ZU716dRw6dAhA5n+KDBgwAN7e3vjzzz9x9uxZpft07twZtWvXxvXr1wEAq1atwpUrV9CmTRsIIXD58mW8fPkSV65ckfZxcXHB/fv3AWT+R5KxsTHMzc1RuXJl9OzZE126dEH16tURFhYGAPj0009x4cIFuLi4YPfu3QpJ4IkTJxZ5PQwZMgQzZsxARkYGwsPDpfWDBg3KNapzypQpOH/+PNq2bQtXV1fY29vj2bNn0ry4AFSOBC4KBa2rfv36ISYmBq1bt4aLiwtsbGzw4MED7N+/P99x5/V6qjNx4kTs2bMHQgjExcWhUaNG+OCDDxAfH49169ZJ5WxsbBTmKSciIipXSvjGZ0RERFTMNm/erHBn7V9++UVpuSNHjiiUW7x4sRBCiGPHjims79Kli9I7y/v4+IjExESFY06aNEnt3egrVKggbty4obDPnj17hK6ubq6y5ubmokGDBtKyv7+/wn7Zy4aEhAghMu/Iru78Ocv//fffQk9PL9d2MzMz0atXL2nZzc1N4dxXrlwROjo6ufYzNTWVygQGBqqM/cSJE8LKykplfDo6OuKHH35Q2CcoKEhlPDmv+9ixY0pf85yy32k95zE13S8wMFBluW3btgkjIyOV12loaCg2b96cr2tRt11dHYWFhQl3d3eN20aW7Nuy390+L25ubipff1VU1WtBr1md7MdT9xoKIcS9e/eEubl5rrrS09MTAwcOVFiX3YMHD0SVKlVU1nXdunUVyi9ZskRpuS5dukhlbt26JSpWrKj2NRw3bpzCcUNCQlTGmF+dOnXKdb5r167lKtehQwe1MRoZGYnz589rdM6CtCUhClZX1atXV1vexsZGPHz4UGlsOd8fmrye6vZftGiR0n4262FpaZmrf1DXNxVlOyAiIioJnB6BiIionMk+1YGlpSV69eqltFzr1q0VbtSiaoqEpUuXYtmyZahRowYMDQ3h7OyM8ePH4+jRo7luHLZgwQIcOnQIvXv3RoUKFaCvrw8zMzPUq1cPM2bMwLVr11CzZk2Ffbp164bDhw+jZcuWMDY2hpWVFbp3745z584V+A7rmmrevDkOHjyIpk2bwtDQEJaWlujcuTPOnDmj9tz16tXD5s2b0aBBA4UbgmmqZcuWuHHjBiZPnoyaNWvCxMQEBgYGqFSpEgYOHIgzZ85g8uTJhbk0rdCnTx9cvXoVn3zyCapUqQIjIyMYGRmhcuXKGDlyJK5cuYL+/fuXSCzVqlXDtWvXMH/+fDRt2hTW1tbQ1dWFubk56tSpgw8//BC7du3CBx98UCLxlCVVqlTByZMn0b59e5iYmMDMzAz+/v44cuQIAgICVO7n6emJq1evYuHChWjevDmsra2hp6cHOzs7NGvWTGGqACBzdPasWbPg6ekJPT3lPwj09vbGP//8g1mzZqFBgwYwMzODnp4enJ2d0bNnTxw8eDDXyPqilHMuVx8fH6V9xWeffYbx48ejSZMmcHFxgYGBAQwNDeHp6YnAwECcP38+11QcRa0gdTVv3jx88skn8PHxgZOTE/T19WFiYgIvLy+MHj0aly5dgpubm0bn1+T1VGfChAk4d+4cBg8eDDc3NxgYGMDY2Bje3t6YOHEirl+/jlatWuX7uERERGWFTAjeOpOIiIj+3/Hjx9G6dWtpOTw8PNdduImIiIiIiKj4cKQtERERERERERERkRZh0paIiIiIiIiIiIhIizBpS0RERERERERERKRFOKctERERERERERERkRbhSFsiIiIiIiIiIiIiLcKkLREREREREREREZEWYdKWiIionBs6dChkMhlkMhlatWpV2uGolJaWhqCgIFSvXh2GhoZSzBMmTAAAaVkmk2H9+vXSfuvXr1fYll2rVq2k9UOHDs1XPIsXL0adOnVgbGwsHaNHjx6Fu0giyhdV73ttUpA+6OHDhwr7HD9+vGSDpnLt/Pnz6NSpE2xtbaGjoyO1s+joaMyaNUtadnd3V9jP3d1d2jZr1qxSiZ2IiP4fk7ZERFSqjh8/rvDFVSaTwcDAAJaWlvD09ERAQABmz56Nx48fl3aoVMyCgoLw9ddf4+7du0hNTS3VWFavXo2JEyfi+vXrSE5OLpUYCpNwJvXKUt2mpqZi48aNeP/99+Hh4QEzMzPo6+vD1tYWPj4++Oijj/C///2v1Nopkaa0MSFYlvoCTb148QKdOnXCgQMH8ObNG/AWNkREZZdeaQdARESUU1paGtLS0hAbG4vw8HAcOXIEc+bMwYwZMzBjxgzo6PD/HPOjf//+qFWrFgDA1dW1lKNRbfPmzdLzWrVq4YMPPoC+vj58fHwAAMHBwdL2Ro0alVgslSpVwsiRI2FkZISqVasW63mJsjt9+jQGDRqEhw8f5tr25s0bvHnzBpcvX8aaNWuwefNm9O/fv+SDLGYl+b4vDqNGjcJ7770HAFI/TFScDh48iDdv3gDIHKk+ZswYuLm5AQCMjY3Rvn17mJmZAQAsLS1LLU4iIsobk7ZERKRV+vXrh4YNGyImJgaXL1/GwYMHkZGRgYyMDMyaNQsvXrzAypUrSztMBbGxsbCwsCjtMFTq2LEjOnbsWNph5CkiIkJ6PmHCBIwYMUJh+5QpU0olliFDhuCrr74qsXOXtpJuz9r+/iktf//9N9q3b68wgrZWrVpo164dHBwcEB8fj9u3b+PEiROIiooqxUiLV0m+74tDv379SjsEKmMK2ydm//vl4uKCpUuXKmxv2rQpmjZtWuDjExFRCRJERESl6NixYwKA9AgJCVHYfuvWLeHh4aFQ5s8//8x1nKtXr4phw4YJT09PYWRkJExNTUW9evXEt99+K+Lj45WeOz4+XixatEi0bNlS2NjYCH19feHo6Chatmwpli1bpjLGe/fuieDgYOHl5SUMDAxE9+7dpbIZGRli48aNol27dsLe3l7o6+sLOzs70blzZ7Fv375cMaSlpYmvvvpKdOrUSXh6egpLS0uhp6cnbGxsRPPmzcWPP/4oUlNTc+138uRJ0aNHD1GhQgWhr68vTE1NhZubm+jYsaMICgoS0dHRUtnAwEApdn9/f4Xj5Kz7v/76S7Rq1UqYmpoKMzMz0bFjR3Hjxg2l9bdmzRpRq1YtYWhoKCpWrCgmT54s4uPjhZubm3TMoKAgpftm5+/vrxBHzsexY8eUxpolJCREYZuqYwcGBuYZS/a6UvbIOu/OnTvFoEGDRO3atYWDg4P0Gnh7e4sxY8aI8PBwpcdPS0sTa9euFe3atZP2s7OzE40bNxazZs0SQggRFBSkNgYACsdPTEwUCxcuFE2bNhVWVlZCX19fODg4iE6dOomtW7fmiiE/7Vmdsvj+yW/dJicni6VLl4oWLVoIa2troa+vL5ycnMT7778vzpw5o7ReQkJChL+/v7C1tRV6enrCyspKVKtWTfTt21csX75co7pNTk4W7u7uUkwymUysXLlSadn09HTx+++/iwsXLiisX7t2rejTp4/w8vKSYjE3Nxd169YVU6dOFa9evcp1LHV9sbp+5Nq1a2LgwIHCzc1NGBgYCCMjI+Hq6ipat24tpk2bJp48eSKVTUtLE4sWLRJNmjQRlpaWQldXV9jY2IgaNWqIwYMHi82bN2sUU1RUlPjss89EmzZthJubmzAzM5PafkBAgNi4caOQy+UKx8rZFh88eCCWL18uateuLQwNDYW9vb0YMWKEePPmjaqXRqmC9EHh4eFK+zkhhNi+fbvQ1dWVtg0fPlxkZGQIIQrWJtVJT08Xa9euFW3atJHaiY2NjWjVqpVYvXq1SEtLUyifsw5z9nXK+v+8+tXsdZZz/7Nnz4p27doJCwsLYWZmJtq3by8uXryocE51danqNchvX6BKzva5b98+0axZM2FqaiqsrKxE7969xb179/KM9+effxb169cXRkZGom7dugrld+zYITp37iwcHR2Fvr6+sLKyEn5+fuKHH34QCQkJKl+bnI+s9232a3dzc8vz9cuuIJ+1iIio4Ji0JSKiUpVX0lYIIc6fP69Qpn379grbV6xYIfT09FR+UalRo4Z4/vy5wj4PHjwQVatWVblP9i9NOWNs0aKFwnJW0ikxMVEEBASo/dI0adIkhTji4uLy/OIYEBAg0tPTpX0OHz6s8IVe2eP27dtSeU2Tts2aNRMymSzXsWxtbcXLly8V9ps2bZrS8/r6+gpHR0e1X/pyKotJ2969e6stZ2FhIa5du6Zw7KioKNGoUSOV+1haWgoh8pdMeP78uahZs6basr1791ZIvGjantUpq++f/NTty5cvRb169VSW09HREYsXL1aIJ6/jOzo65lm3QgixZcsWhf3GjBmj0X7Z+fj4qI3FxcVFPH36VGEfVe8xIVT3Izdv3hQmJiZqz5X9P9ryeo81btxYo5iuX7+e52s5bNgwhWPlbIvNmzdXul/Lli3zVddFmbTdvXu30NfXl9aPHj1aSj4XpE2qEx8fL1q2bKm2Dps3by7i4uJU1mFxJm2bN2+uUBdZD2NjY/H333/nWZfqXoPiSNq2bt1a6XFsbW1FWFiYynhz9olZ/Wd6erro27ev2hi9vb3Fs2fPlL42OR+FTdoW5LMWEREVDqdHICIirdeoUSPUrVsX//zzDwDg5MmTyMjIgK6uLs6cOYOxY8dCLpcDAJo0aYKOHTsiLi4OGzZswOvXr3Hr1i0MGTIEf/31FwAgIyMDPXr0wL179xTO0bZtW2RkZODcuXOIjY1VGc/ff/+NmjVromvXrhBCQFdXFwAwceJEHD58GABgYGCA/v37o2rVqrh+/Tq2b98OIQQWLlwIHx8ffPDBBwAy55vz9PREkyZN4OLiAmtra6SlpeHOnTvYvn070tPTcfjwYfzvf/9D3759AWTeJCsjIwMA4OXlhT59+kBPTw+PHj3C1atXcfny5QLV8+nTp+Hl5YVevXrh6tWr2L9/PwAgKioKa9euxbRp0wAAFy5cwPfffy/t5+DggMDAQMTFxWHdunX5volY1pyPn332mbQua5oMAKhcuXKBrqcgsub/nTt3Lt6+fQsAaNeuHdq3bw/g/+fUtLKyQvv27eHt7Q1ra2sYGBggMjISu3btwqNHjxAbG4vPP/9cqkMAGDx4MC5cuCAte3t7o3PnzjA0NMSVK1dw7tw5AJDmG1y5ciX+/fdfAEDDhg0VfmZtY2MDABg4cCBu3rwprX///fdRo0YNHDp0CKGhoQCA//3vf5g7dy5mzpyp9JpVtWdVyvL7Jz91O3jwYFy9ehUAYG5ujg8++AAVK1bE6dOnceDAAcjlckycOBENGzZEs2bNAEBh6paAgAC0atUKCQkJePz4MU6dOoWkpCS1dZvlyJEjCssffvihRvtl5+DggK5du6Jy5cqwsbGBrq4unj59iq1btyIqKgpPnz7FN998gxUrVuT72Nlt2LABiYmJAICKFSti0KBBMDU1xZMnT3Djxg2cPXtWKhsfH49ffvlFWu7duzcaNGiAmJgYRERE4MSJExqfV0dHB97e3vD19YWTkxOsrKyQnJyMK1eu4I8//oAQAiEhIfjkk0/g6+ur9BinTp1C27Zt0bRpU+zevRvXr18HkPk35uzZs2jSpElBqqTA/vzzT/Tt2xdpaWkAgEmTJmHBggXS9oK0SXXGjRuHkydPSsvt27eHn58fzp49i4MHDwLIrKNx48Zh3bp1Bb6uvPpVVU6dOoVq1aqhT58+ePLkCTZt2gS5XI6kpCQMGzYMd+7cybO/UiU/fYGmjh07Bh8fH3Tu3Bk3btzArl27AGT+Df3kk09w9OhRpfv9/fffcHNzQ+/evWFiYoKXL18CAObOnYtt27ZJ5Zo0aYL27dvj9u3b2L59OwDg9u3bGDhwII4ePYrKlSsjODgYf/31Fw4dOgQAsLa2xhdffAGgcHPaF+SzFhERFYHSzBgTERFpMtJWCJFrtEnWyM+ePXtK61q1aiX9hFSI3CN0//nnHyGEEL///rvC+o8++ijXz2gfPHigMsYmTZqIpKQkhfJRUVEKI1DWrVunsH306NHStvr16+e6vsjISLFnzx6xYsUK8cMPP4jg4GBRq1YtaZ/hw4dLZbt16yatz/lTYiEyR19m/8mkpiNtXV1dRWxsrLStfv360rZevXpJ6z/++GOFkV3Zp0/IOeJMk5G2ymJR1g5UbS/KkbZZNJniITU1VZw8eVKsXbtWLFq0SAQHB4thw4ZJ+xkaGko/zb927ZpCjJ07d8417UX2NqdJ7FeuXFE45tSpU6Vt6enpws/PT9pmY2MjvTc0ac/qlPX3jxB51+0///yjEPPRo0cVtnfu3Fna1rNnT2m9hYWFtF7ZiLOcr7Eq2Y8PQCQmJipszz6aPeuRc8ScEEIkJCSIw4cPi9WrV4uFCxeK4OBg0b17d2kfT09PhfLq3oOq+pFx48ZJ6+fNm5crhjdv3kjTDbx580Yqa2FhIVJSUhTKyuVy8e+//2ockxBCREREiB07dohly5ZJr72Li4u0z9dffy2VzdkWe/bsKbXdqKgohV8w/Pjjj7nOpUpRjLT98ssvhZGRkcJydgVtk6q8fv1a4Xr79u2rsD3731xdXV3x+vVrpXWoyUhbTbYpK2NnZ6cw1c+3336rcO5Dhw4prUtNRtpqsk0T2c9bs2ZNhTY9cuRIhe1Z0yTkjNfDw0O8fftW4bgZGRnCxsZGKuPn56fwi5upU6cqHOPKlSvSNnUjafParuo1KshnLSIiKjyOtCUiojJBCKF0/enTp6Xnx48fVzvq5syZM6hTpw5OnTqlsH7OnDmQyWQK6zw9PVUeZ8qUKTAyMlJYd+7cOaSnp0vLw4cPx/Dhw5Xuf/XqVSQmJsLExARJSUkYPXo0Nm7cKI1gUebJkyfS8xYtWuD3338HAAwdOhQ//fQTqlWrhurVq6NZs2bw9fXNdT2aGDx4MMzNzaXlatWq4cqVKwAgjY4CgIsXL0rPfXx8ULNmTWl50KBBGDlypEJdlEe//vorJkyYgNevX6ssk5KSgtevX8PZ2TlXmwsKCoK+vr7COnVtTpmskbRZAgMDpee6uroYNGiQVObNmzcICwuDt7d3ruMoa8/qlPX3jyay9ysA0KZNG5Vlz5w5Iz1v0aIF9u3bByDzpmGNGzdG1apVUbNmTbRu3RpVqlTJVxxZCvJ+XrhwIYKCghAfH6+yTH7rRZkWLVrgxx9/BAB89dVX+P333+Hl5YXq1aujcePGaNGihdQvW1tbo2bNmrh58yZiY2Ph4eGBRo0aoWrVqqhduzbatm0LDw8Pjc4bFRWFwMBAqb5VUXeNo0aNkurWxsYGdnZ2iIyMBKDY5/3www9K9y/Km6R9++230vOvv/4aM2bMUNhe0Dapyvnz56VfbACK/UfWctYoz4yMDJw/fx6dOnXK87hFqVu3brC0tJSWBw0ahC+//FJavnTpEgICAko0JnX69esHAwMDaXnQoEFYs2aNtHzp0iWlfcCYMWNgZWWlsC4sLAxv3rxROFb2zzeBgYGYP3++tBwaGop69eoVwVUoV5DPWkREVHhM2hIRUZlw9+5d6bmRkRFsbW0BQOFLTV5evXqVax8TExM4ODjkKxYvL69c6/IThxACUVFRMDExwfTp07F+/fo890lJSZGeT5gwAdeuXcNvv/2GlJQUHD9+HMePH5e216pVC3/99RecnZ01jgkA3N3dFZYNDQ2l59kTYtHR0dJzJycnhX309PRgZ2eHFy9e5OvcZcnly5cxZMgQtUnCLFmvW872oWliSp2cx3R0dFS7nD0JlZ2y9qzpecvi+0cTBelXgMzpEfr27YuzZ88iKipKYXoMAOjbty82b94MHR0dtcd0cXFRWA4LC0PdunWl5aCgICQkJGDjxo3ST/qz2717NyZPnpxn7OqmMsn5H2Wq6vD999/HlClTsHTpUqSkpCA0NFThPxTc3Nywb98+6T93fvvtNwwYMAC3bt3Cs2fPsGfPHqmsjo4Oxo8fj4ULF+YZ+4gRI/JM2KqLG9C8z8s+dUt2RZm0zZI15UdOBW2TqhRV/6FpOymInH1Lzpiy/y0qqZjUKWi8mvSJBX19ikpRtz8iItIMk7ZERKT1Ll68KM1nCwD+/v5S0sPGxkaa/6158+bo3r27yuM0bdpU2idLYmIiXr58ma/Ek6mpaa51Oee+mzhxIipUqKDyGFmjh7Zu3Sqtq127NjZv3ozq1atDT08Pffv2leaty05PTw8bN27EggULcObMGYSFhSEsLAy7du3C27dvcePGDUybNg0bNmzQ+JoA5Br5qWp0X/YRQVl1nyU9PV3t6NPyYPv27VJCRyaT4bfffkPXrl1hamqK/fv3o0uXLrn2ydk+wsPDYW9vX6g4ch4zMjJS+s+MrOXsrK2tlR5HWXvW9Lxl8f2jiZzxfP311zA2Ns5zP1dXV4SGhuL+/fs4f/487t27h+vXr2PPnj1IT0/Htm3b0LFjRwwbNkztcdq2baswQm/9+vVYtGiRtDxq1CgAwNmzZ5UmbbPXi5mZGXbu3IkWLVrAyMgIK1aswJgxY5SeVyaTSQmvnPPvZp/DOKfg4GB89dVXOHPmDO7cuYO7d+/i999/x7NnzxAREYHRo0dL89XWqVMHN2/exPXr13H58mXcu3cPly9fxp9//gm5XI5Fixaha9euaN26tcrzJSQkYO/evQr1tXr1ari5uUFXVxe+vr4K80erommfVxK8vLxw584dCCEwdOhQmJmZKfw9K2ibVEVZ/6FuOav/yPkfDtnbSWxsbK79CiPn35ecx876W6QuJrlcjgcPHhRZTOpoGm9OmvSJmr4+xaUgn7WIiKjwmLQlIiKtFhYWhv79+yusmzRpkvQ86wYyAPDixQt89NFHsLCwUCiflJSE7du3S18kmjdvrvCzwqCgIKxYsULhC3tERATc3Nw0jrNx48bQ1dWVfm6qr6+vdBTWw4cPERYWJsUYFRUlbWvdurU0Gu3Vq1cKo2ezCwsLg6urK+zt7RW+ONWqVUuqm4LejEwTDRs2xKVLlwBkJtTv378v/eTzl19+KfdTI2R/zSwtLdG3b18paZD9pjHZNW/eXGF5zpw52LVrF/T0/v+jWM42lz2hlHWjp+xyfjHesGGDdIO4jIwMhRs+2djYoHr16nlemybK+vsn6/hZNKlbOzs7KVGa3c2bNxVGuP3zzz+oXbs2qlSpovAz6O7du0tTmly+fDnPpG2PHj3g5uaGiIgIAMDSpUvRsGFDDBw4UO1+WbLXi6enJ9q1awcgM4G1Y8cOlftZWVlJ13P27FmMHj0aAHDw4EHpPZ9TeHg4rK2tYWVlhU6dOkk/oW/fvj169eoFQLE/unr1KurVq4fatWujdu3a0vq6devi2rVrUnl1SduYmBiFn/Z36dJFGp0aFhYmHaeoqJqepygtWbIE8+fPx5EjR5Ceno5+/fph79690s//C9omVfH19VV4z23YsAGdO3eWtmf/T7+sRDiQO/F49uxZ1KhRAwAwb948tXWV1/sup99//x2xsbHS+z17nwZkTs+jKqasa1mzZo3akZ/5jUmdrVu3Ytq0adIxVcWrierVq8PGxkYa4frLL7/g448/lqYlyPmfssWdKC3IZy0iIio8Jm2JiEirHDhwAK9fv0ZsbCyuXLmCAwcOKCQBx4wZo3DH6cmTJ2PPnj0QQuD+/fuoVasWevXqBUdHR8TExOD69es4ceIEEhISMGTIEABA586dUbt2bWmE2qpVq3DlyhW0adMGQghcvnwZL1++lOZz1YSNjQ2GDx8ujY6bP38+Ll68iKZNm8LIyAhPnz7F2bNnceXKFQQGBqJDhw4AMr+Y3bhxA0Dml0sdHR2YmJhg06ZNKr9oLlq0CJs2bZLmf3R0dMSbN2+wceNGqYyqET1FYcSIEVi9ejWEEMjIyEDLli0xZMgQxMbGYu3atcV2Xm2RPfkZHR2NLl26oGnTpjh16pTKu2bXrl0bnTt3ln4uv3fvXtStWxedO3eGkZERbt68iZMnTyqMUs7+E/l9+/Zh2rRpsLOzg52dHYYOHYq6deuibdu2OHLkCIDMNvfvv/+iZs2a+OuvvxR+oj5+/Pg8f5KvqbL+/gE0q9t27dpJd2AfO3Ys/vzzT/j4+EBHRwcRERE4c+YMbt++jaCgICkp369fP8TExKB169ZwcXGBjY0NHjx4oDBNgibvTUNDQ6xfvx4dOnRAamoqMjIyMGjQIPz4449o3bo1rKysEBkZmWue0yzVq1eXYr927RoGDBgAb29v/Pnnnzh79qzK8zZq1Ehqw5s2bcLTp09hbGys9m7wW7duRVBQEFq1aoWqVavC2dkZCQkJ2Lx5s9JrbtKkCSpUqIAWLVqgQoUKsLCwwD///KOQaM2rjhwcHGBlZSX93Pybb77By5cvkZ6ejnXr1pXYz+GLkoGBAXbt2gV/f39cuXIFKSkp6NGjB/766y80bdq0wG1SFVtbWwwdOlTqs7dt24bo6Gj4+fnh7NmzOHjwoFR2yJAh0ih+Ly8vmJubIy4uDgAwevRo7N27Fy9evMg1z3ZOLi4uuH//PoDM0ePGxsYwNzdH5cqV0bNnz1zlX79+jUaNGqFPnz548uQJNm3aJG2rXLmylNi3sLBAtWrVpGmUvv32W1y5cgVJSUk4evRonjFlUdYX5MfNmzfh5+eHLl264MaNG9i5c6e0rVWrVvma01pHRwcTJ06U5jYODQ1F8+bN0b59e9y5c0fhPwhbt26tMH1KcSjIZy0iIioCpXDzMyIiIknOO1Greujp6Yk5c+Yo3LE4y/LlyxXuPK/qkd2DBw9ElSpVVJatW7euyhhz3i07S0JCgggICMgzjux3qN68ebPSMs7OzqJdu3bScva7tX/88cdqj6+joyN27dollVd113chCna3eCGEmDZtmtJzN2jQQOHO9rNnz1ZaV8qoi0Xd9oLcuT0v6u5yHhUVJSpUqKDytVXVVl6/fi0aNWqk8nWztLRUOM+ePXuUlqtZs6ZU5vnz56JGjRpq20Pv3r1FWlqatI+m7Vmdsvz+0bRuIyMjRb169fKMJ3v7qF69utqyNjY24uHDhxrX89GjR1W2NWXvvSz37t0T5ubmucro6emJgQMHqny/HDp0SMhkslz72draCl9fX6X1OW/evDxj+/HHH6XyhoaGast6eHiI6Ohoqbyq9/13332ndP9atWoJHx8fpe0lr7ao7n2vTkH6oPDwcIV9jh07JoQQ4sWLF6Jy5crSeisrK3HlyhUhRMHapDrx8fGiZcuWao/VrFkzERcXp7DfV199pbRsw4YNhYODg8o4lixZonS/Ll26SGWyvwZt27ZV2l6MjIzEiRMnFI79888/Kz22p6en8PLyUvoaCKFZX6BO9n06deqk9P1jY2Mjbt++Le2j6rXPKT09XfTp00ft6+Pt7S2ePn2qsF9QUJC03c3NLddx1W1X9x4oyGctIiIqnKIZckFERFSEdHV1YW5uDg8PD7Rt2xazZ8/Gw4cP8dVXXykdLTh69GhcuXIFH330EapVqwYTExPo6enB0dER/v7+mDFjhsKcuEDmT4avXr2KhQsXonnz5rC2tpZuotWsWTN8+OGH+Y7bxMQEBw8exG+//YbOnTvD0dERenp6MDY2RuXKlfH+++9j9erVCjfZ6d+/P7Zt24a6detCX18ftra26NevH86ePatyTs8RI0bg888/R8uWLeHq6gojIyMYGBjA1dUVffr0wYkTJ9CjR498x58f8+bNw+rVq1GzZk0YGBjA2dkZY8eOxZEjRxAbGyuVK84Rv6XFxsYGp06dQq9evWBhYQFjY2M0atQIO3fuVDsyy9bWFqdPn8bPP/+MgIAA2NvbQ09PD9bW1vDx8cGECRMUynfr1g3Lli2Dt7e3wh3Js3NycsKFCxewYMEC+Pn5wdLSEnp6erC3t0fHjh2xZcsW7NixQ2EahqJQlt8/gGZ16+DggHPnzmHlypVo06YN7OzsoKurC1NTU3h5eWHQoEH49ddfFW5SNW/ePHzyySfw8fGBk5MT9PX1YWJiAi8vL4wePRqXLl3K17QRrVu3xr1797Bq1Sp06dIFLi4u0vvdwcEBTZs2xYQJE3DgwAGcP39e2q9KlSo4efIk2rdvDxMTE5iZmcHf3x9HjhyRfm6vTEBAAHbt2oUGDRrAwMAAtra2GDhwIC5dugRvb2+l+/To0QMzZ85EQEAA3N3dpf7X2dkZXbp0we+//45PP/1UKr9y5UoMGzYMderUkd4DZmZmqFOnDqZOnYpz585Jcxar8/nnn2P58uWoVq0a9PX14eTkhJEjR+LEiRMwMzPTuI61jaOjIw4ePCjdaCo6OloaXVmQNqmOqakpjhw5gp9//hmtW7eGjY2N1Cf5+/vjp59+wvHjx3PV59dff425c+fCw8MD+vr6cHNzw/Tp03HixAm18+yOGTMGs2bNgqenp0Z9UvPmzXH69Gl07NgR5ubmMDU1Rbt27XDy5Em0bNlSoeyIESOwZs0a6T3t5OSEUaNG4fz587lu2pWdJn2Bpvr27Yu//voLLVq0gKmpKSwtLdGrVy+Ehobm+4aPQOZnoW3btmH79u3o3LkzHBwcoKenB0tLSzRu3BjBwcG4cOGC2r6uKBXksxYRERWOTIgSmKSJiIiIypWkpCSlX8737t2LrjHzZ9QAAQAASURBVF27SsunT5/m/HZERKQRd3d3aS7noKAgzJo1q3QDykP2ubxDQkLyPaUCERGROpzTloiIiPLtiy++wNWrV9G1a1d4eHggPT0dFy9exIoVK6QyDRs2hJ+fXylGSUREREREVDYxaUtERET5JoTA8ePHcfz4caXbq1Spgu3btyuMQiIiIiIiIiLNMGlLRERE+dajRw9ERkbi3LlzePXqFZKTk2FlZYVatWqhZ8+e+PDDD2FiYlLaYRIREREREZVJnNOWiIiIiIiIiIiISIvkvgU3EREREREREREREZUaJm2JiIiIiIiIiIiItAjntC0Gcrkcz549g7m5OW/AQkRERERERERERAAyb+ocFxeHChUqQEdH9XhaJm2LwbNnz+Dq6lraYRAREREREREREZEWevz4MSpWrKhyO5O2xcDc3BwAEBERASsrq9INhiif5HI5Xr16BXt7e7X/40OkrdiGqSxj+6Wyjm2YyjK2Xyrr2IapLHuX2m9sbCxcXV2l/KEqTNoWg6wpESwsLGBhYVHK0RDlj1wuR3JyMiwsLMp9R0nlE9swlWVsv1TWsQ1TWcb2S2Ud2zCVZe9i+81rStV3oxaIiIiIiIiIiIiIyggmbYmIiIiIiIiIiIi0CJO2RERERERERERERFqEc9oSEREREREREVGZIoRAeno6MjIySjsUKgJyuRxpaWlITk4u83Pa6urqQk9PL885a/PCpC0REREREREREZUZqampeP78ORITE0s7FCoiQgjI5XLExcUVOtmpDUxMTODs7AwDA4MCH4NJWyIiIiIiIiIiKhPkcjnCw8Ohq6uLChUqwMDAoFwk+d51WSOni2KEamkSQiA1NRWvXr1CeHg4qlatWuCRw0zaEhERERERERFRmZCamgq5XA5XV1eYmJiUdjhURMpL0hYAjI2Noa+vj4iICKSmpsLIyKhAxynbk0QQEREREREREdE7p6zPe0rlW1G0T7ZwIiIiIiIiIiIiIi3CpC0RERERERERERGRFmHSloiIiIiIiIiIqBxbv349rKysivSYDx8+hEwmw9WrV4v0uJSJSVsiIiIiIiIiIqJiNHToUMhkMnz33XcK63fv3l0iN97q168f7t69W+znyalVq1aQyWS5Hunp6QrbdXR0YGBgAB0dHYXtxeH48eNo0KABDA0NUaVKFaxfv15t+azkdM7H2bNniy1GgElbIiIiIiIiIiKiYmdkZITvv/8eb9++LfFzGxsbw8HBocTPCwAjR47E8+fPFR56enoK2589e4ZHjx7h2bNnubYXpfDwcHTp0gWtW7fG1atXMWHCBHz44Yc4ePBgnvsePnxY4Rp8fHyKJcYsTNoS0TuvID8TGTp0KHr06FEs8RAREREREVH+pKamqnzkHLWprmxaWppGZQsiICAATk5OmDdvntpy//vf/1CzZk0YGhrC3d0dCxYsUNju7u6Ob775BkOGDIGZmRnc3Nzw+++/49WrV+jevTvMzMxQp04dXLx4Udon5/feWbNmoV69eti0aRPc3d1haWmJ/v37Iy4uTipz4MABNG/eHFZWVrC1tcV7772HBw8e5Pu6TUxM4OTkpPDIz/aitGrVKnh4eGDBggXw9vbG2LFj8f7772PRokV57mtra6sQo76+frHFCQDFk7YmItICQ4cORXR0NHbv3q2w/vjx42jdujXevn0LKysr9OvXD507dy6dIDXw8OFDeHh45Fo/cOBA/PLLL3luL4icdVRax8hu/fr1mDBhAqKjowt9LCIiIiIiKl/UJUKrVq2KDz74QFr+4YcfciVns7i5uWHo0KHS8pIlS5CYmJirXFBQUL5j1NXVxdy5c/HBBx9g3LhxqFixYq4yly5dQt++fTFr1iz069cPZ86cwejRo2Fra6sQ16JFizB37lzMmDEDixYtwuDBg9G0aVMMHz4cwcHB+PzzzzFkyBDcvHlT5fQLDx48wO7du7F37168ffsWffv2xXfffYdvv/0WAJCQkIBJkyahTp06iI+Px8yZM9GzZ09cvXoVOjqlMw7077//RqdOndSW+emnnzBw4ECl20JDQxEQEKCwrkOHDpgwYUKe5+7WrRuSk5NRrVo1TJ06Fd26ddM47oJg0paI3nnGxsYwNjYu7TCQkZEhzeWjzOHDh1GzZk1pOWfMeW0vy1R9oCIiIiIiIipLevbsiXr16iEoKAhr167NtX3hwoVo27YtZsyYAQCoVq0abt26heDgYIWkbefOnfHxxx8DAGbOnImVK1eiUaNG6NOnDwDg888/h5+fHyIjI1WOXJXL5Vi/fj3Mzc0BAIMHD8aRI0ekpG3v3r0Vyq9btw729va4desWatWqpfE1r1ixAj///LO0/PHHHyuMHs5re3YNGzbM88Znjo6OKre9ePEi13ZHR0fExsYiKSlJ6fdoMzMzLFiwAM2aNYOOjg7+97//oUePHti9e3exJm6ZtCWid56yEZzffPMNfvzxRyQlJaFfv36ws7PDgQMHcv1x+OGHH7BgwQKkpqaif//+WLx4sfQTiZSUFHz55ZfYvHkzoqOjUatWLXz//fdo1aqVwnk3btyIadOm4e7du7h//z7c3d2Vxpn1UwxV8tqe3aZNm7BkyRKEhYXB1NQUbdq0weLFi+Hg4ICHDx+idevWAABra2sAQGBgoNLJ2SMiIjB27FicOnUKqampcHd3R3BwMGrUqKHyGAcOHMA333yDGzduQFdXF35+fliyZAkqV64M4P9HFm/ZsgUrVqzAuXPnsGrVKgwbNgwApP8lDgoKwqxZszS6XiIiIiIiKt+mT5+uclvOgTFTpkxRWTbnqNTx48cXLjAlvv/+e7Rp00ZpHLdv30b37t0V1jVr1gyLFy9GRkYGdHV1AQB16tSRtmclIWvXrp1r3cuXL1V+T3R3d5cStgDg7OyMly9fSsv37t3DzJkzce7cObx+/RpyuRwA8OjRo3wlbQcOHIgvv/xSWs75S8yBAwfiiy++QHp6OvT09KTvkMoYGxujSpUqGp+7KNjZ2WHSpEnScqNGjfDs2TMEBwczaUtEVJJ+/fVXfPvtt1ixYgWaNWuGLVu2YMGCBbmmIDh27BicnZ1x7Ngx3L9/H/369UO9evUwcuRIAMDYsWNx69YtbNmyBRUqVMCuXbvQsWNHXL9+HVWrVgUAJCYm4vvvv8fPP/8MW1vbEpsYPi0tDXPmzEH16tXx8uVLTJo0CUOHDsX+/fvh6uqK//3vf+jduzfCwsJgYWGhctTumDFjkJqaipMnT8LU1BS3bt2CmZmZ2mNo+hObadOmYcGCBahfvz50dHSwePFizJw5E2FhYQAy/7eTiIiIiIgIAAwMDEq9rKZatmyJDh06YPr06QqjZ/Mj+3yqWYlmZeuyEq15HSNrn+zlu3btCjc3N6xZswYVKlSAXC5HrVq18j2nr6WlpdpEa9b2rKStqukcgMJPj+Dk5ITIyEiFdZGRkWq/9yrTuHFjHDp0SOPyBfFOJG2XL1+O4OBgvHjxAnXr1sXSpUvh6+ursvzixYuxcuVKPHr0CHZ2dnj//fcxb948GBkZlWDURFQU9u7dmyu5l5GRoXafpUuXYsSIEdLIzpkzZ+Kvv/5CfHy8Qjlra2ssW7YMurq68PLyQpcuXXDkyBGMHDkSjx49QkhICB49eoQKFSoAyPzf3AMHDiAkJARz584FkJk8XbFiBerWrZvntTRt2lQhqfn333+jfv36Gm/Pbvjw4dJzT09P/Pjjj2jUqBHi4+NhZmYGGxsbAICDg4Pa+WgfPXqE3r17S/+j6+npKW1TdQxNf2IzYcIE9OrVS1q2tLSETCYr1knpiYiIiIiISsJ3332HevXqoXr16grrvb29cfr0aYV1p0+fRrVq1aRRtiUhKioKYWFhWLNmDVq0aAEAOHXqVImdX5XCTo/g5+eH/fv3K6w7dOgQ/Pz88hXH1atX4ezsnK998qvcJ223bt2KSZMmYdWqVWjcuDEWL16MDh06ICwsTOmItt9++w3Tpk3DunXr0LRpU9y9exdDhw6FTCbDwoULS+EKiKgwWrdujZUrVyqsO3fuHAYNGqRyn7CwMIwePVphna+vL44ePaqwrmbNmgp/NJ2dnXH9+nUAwPXr15GRkYFq1aop7JOSkgJbW1tp2cDAQOFnLeps3boV3t7e0rKrq2u+tmd36dIlzJo1C//88w/evn2r8DOXGjVqaBQPAIwbNw6jRo3CX3/9hYCAAPTu3TvP69H0JzYNGzbUOA4iIiIiIqKypHbt2hg4cCB+/PFHhfWTJ09Go0aNMGfOHPTr1w+hoaFYtmwZVqxYUaLxWVtbw9bWFqtXr4azszMePXqEadOmlWgMyhR2eoRPPvkEy5Ytw9SpUzF8+HAcPXoU27Ztw759+6Qyy5Ytw65du3DkyBEAwIYNG2BgYCANitq5cyfWrVunMA9vcSj3SduFCxdi5MiR0oi5VatWYd++fVi3bp3SxnbmzBk0a9ZMuqugu7s7BgwYgHPnzqk8R0pKClJSUqTl2NhYAJlD0NUNQyfSRnK5HEKIctF2hRAwMTFRGP0JZCYHgf9/j2Zda/Zrzvn+FUIolBFCQE9PL1c9Ze0XGxsLXV1dXLhwIdf/hpqZmUnljI2NIYSQjq9M1jlcXFxyXUv2OFVtzykhIQEdOnRA+/btsWnTJtjb2+PRo0fo1KkTkpOTc9WJurYwfPhwtGvXDvv27cOhQ4cwb948/PDDDxg7dqzKY3Tt2hWVKlXCTz/9JP3Epk6dOrnObWxsnOs1UXVNOa+5vLRhevew/VJZxzZMZRnbL5V170obzrrOvL5HaavsMc+ePRtbt25VWF+/fn1s3boVQUFBmDNnDpydnTF79mwEBgYq7Kvs+rOvy/6vqvU548m+TiaTYfPmzRg/fjxq1aqF6tWrY8mSJWjdurXSY6p7LTTZriqmoubu7o69e/di0qRJWLJkCSpWrIg1a9agffv20nlfvXqFBw8eKMQzZ84cREREQE9PD15eXtiyZQvef/99lbFmXbOy79SavkfLddI2NTUVly5dUpiMWkdHBwEBAQgNDVW6T9OmTfHLL7/g/Pnz8PX1xb///ov9+/dj8ODBKs8zb948zJ49O9f6V69e5XueD6LSJpfLERMTAyFErsnay5rk5GSkpKQoTKQOQLrhWNZ7NC4uDkIIqZynpyf+/vtvdOzYUdrnzJkzSE9Pl8ooO3ZiYiJSU1Px8uVLVKpUCRkZGQgLC0OTJk1yxfby5ctc51UlKioKAPDmzRulZfPantM///yDqKj/Y+/O46Io/ziAf3Zhue9bEUHxAFTwSqUwTckj86w80sCrzNI0j8wjzSwpj9K0tCyPyjLz6jL9qYl5laV55H0ApgkoyrLcy+78/lh3YNld2EWOXfi8X695wcw8M/PM8jCuX777fTIwdepUBAYGAoCYRaw9R05ODgDNzJrlPcfs7e0xaNAgDBo0CO+88w5Wr16NwYMHGzzH3bt3cfHiRbz77rtiSQXtH8XkcjnS09ON3k9+fr7Oz8CY2jSGqe7h+CVrxzFM1ozjl6xdXRnDSqUSarUaRUVFKCoqqunumGzNmjUAoNPnBg0aiGX4Sm7v37+/3mRkJfdfvnxZb5v2/1zabQ0aNNDZNmLECIwYMULcP2fOHMyZM0fnHBMmTMCECRPEbV27dsWpU6d0+lHynKWvYYi27mt5+5VKpVjKsKyatpUhJiYGx44d09lWsn+lX5vhw4cbrJFb1vgrKiqCWq1GRkaGXu1ghUJhUj9rddD2zp07UKlUerUs/P39ceHCBYPHPPvss7hz5w5iYmIgCAKKiorw4osvYtasWUavM3PmTJ1Z5LKyshAUFARfX98ya0ESWSK1Wg2JRAJfX1+r/4fewcEB+fn5eqVQtL+X2t9RV1dXSCQSsd3kyZMxbtw4xMTE4OGHH8bmzZtx4cIFNG7cWGxj6NxOTk6ws7ODn58f/Pz88Oyzz+LVV1/F4sWL0aZNG9y+fRu//vorWrVqhT59+uhd15jc3FwAmhqxhtqWt7+01q1bw87ODps2bcK4cePwzz//YMWKFTrnaN26NSQSCf744w888cQTcHR0NDjx16uvvopevXqhWbNmuHfvHv7880+0bNnS6Dl8fHzg7e2NLVu2ICIiAtevX8c777wDQFOz1s/Pz+j9REZGIicnB2fOnEFUVBScnJzg5OSk16faNIap7uH4JWvHMUzWjOOXrF1dGcP5+flQKBSwtbWFrW2tDmvVSaUDnNbK1tYWUqkU3t7eenNkmTpnFkd3KYmJiVi4cCE+/vhjdOzYEVeuXMGkSZOwYMECvPHGGwaPsbe3h729vd52qVRaqx+UVHtJJJJaMX4lEol4LyVp17X3WHIdAJ577jkkJyfjtddeQ35+PgYPHoyRI0fi2LFjYhtD59b+NVC7bf369Xj77bcxffp03Lx5Ez4+PujUqRP69u1r8LrGlO6vuftL8/f3x/r16zFr1iysWLECbdu2xZIlS9CvXz/xHEFBQZg/fz5mzZqFMWPGIC4uDuvXr9c7l1qtxsSJE3Hjxg24ubmhV69e+OCDD8o8x6ZNm/DKK68gMjISzZs3x4cffoiuXbsa/HmUvJ+YmBi8+OKLGDZsGDIyMjBv3jy8+eabBu+xtoxhqps4fsnacQyTNeP4JWtXF8awVCoV/z9W1RmZVH20JRmAqs+0rQ4lYwbGYhLlnkOwxgIgJiosLISTkxO2bNmCAQMGiNvj4+ORmZmJ77//Xu+Yzp07o1OnTli8eLG47auvvsILL7yA7Oxsk17YrKwsuLu74969e8y0JaujVquRnp4OPz+/Wv0Pvbkef/xxBAQE4Msvv6zprlA5OIbJmnH8krXjGCZrxvFL1q6ujOH8/HwkJSWhUaNGJmcskuXTftrd1ta2VgRtyxqn2rihXC6Hm5ub0XPU3t9iaGZlb9eunTjbG6B5iO3btw/R0dEGj8nNzdV7uGknEarF8W0iKiE3Nxfvv/8+zp49iwsXLmDevHnYu3cv4uPja7prRERERERERFQH1PryCFOmTEF8fDzat2+PDh06YNmyZcjJycGoUaMAAHFxcQgMDERCQgIAzazm77//Ptq0aSOWR3jjjTfQt29fvRngiah2kkgk2LlzJ9555x3k5+ejefPm2Lp1K2JjY2u6a0RERERERAQm1pFlq4zxWeuDtkOGDMHt27cxd+5cpKamonXr1ti1a5c4Odn169d1MmvnzJkDiUSCOXPm4ObNm/D19UXfvn3FiXKIqPZzdHTE3r17a7obREREREREVIp2oqrc3Fw4OjrWcG+IDNNOsP0gE6vV6pq2NYU1bcma1ZU6SFR7cQyTNeP4JWvHMUzWjOOXrF1dGsO3bt1CZmYm/Pz84OTkVCtqoNZ1taWmrSAIyM3NRXp6Ojw8PFCvXj29NqbWtK31mbZERFQ1kpOT0ahRI/z9999o3bo1EhMT8dhjj/EPVkREREREVKUCAgIAAOnp6TXcE6osgiBArVZDKpVaddBWy8PDQxynFcWgLRGRESNHjsSGDRswbtw4rF69Wmffyy+/jI8//hjx8fFYv359zXTQwjz88MO4desW3N3da7orRERERERUi0kkEtSrVw9+fn5QKpU13R2qBGq1GhkZGfD29rb6THGZTFYp82IxaEtEVIagoCBs2rQJH3zwgVgvKT8/H19//TUaNmz4QOcWBAEqlQq2trXjUWxnZ/fAf0kkIiIiIiIylY2NDSeNryXUajVkMhkcHBysPmhbWfgqEFGdo1KpcP78eZPatm3bFkFBQdi2bZu4bdu2bWjYsCHatGmj07agoACvvPIK/Pz84ODggJiYGPz555/i/sTEREgkEvzyyy9o164d7O3tcejQIajVaiQkJKBRo0ZwdHREVFQUtmzZUma/CgoKMGPGDAQFBcHe3h5NmjTB559/Lu4/cOAAOnToAHt7e9SrVw+vv/46ioqKxP0hISFYtmyZzjlbt26NN998U1yXSCRYtWoVevfuDUdHRzRu3LjMfmnvLzMzEwCwfv16eHh4YPfu3QgPD4eLiwt69eqFW7duiccUFRXhlVdegYeHB7y9vTFjxgzEx8djwIABZd4/ERERERERUW3GoC0R1Tk///wzOnXqhGPHjpnUfvTo0Vi3bp24vnbtWowaNUqv3WuvvYatW7diw4YNOHHiBJo0aYKePXvi7t27Ou1ef/11vPvuuzh//jwiIyORkJCAL774AqtXr8bZs2fx6quvYsSIEThw4IDRPsXFxeGbb77Bhx9+iPPnz+OTTz6Bi4sLAODmzZt44okn8NBDD+HUqVNYtWoVPv/8c7z99tsm3W9Jb7zxBp566imcOnUKw4cPx9ChQ00OeAOaGTOXLFmCL7/8Er/99huuX7+OadOmifvfe+89bNy4EevWrcPhw4eRlZWFHTt2mN1PIiIiIiIiotqkdnwml4jIDP369cNrr72GHj16YO/evWjfvn2Z7UeMGIGZM2ciJSUFAHD48GFs2rQJiYmJYpucnBysWrUK69evR+/evQEAa9aswZ49e/D5559j+vTpYtu33noLjz/+OABNxuzChQuxd+9eREdHAwAaN26MQ4cO4ZNPPkGXLl30+nPp0iVs3rwZe/bsQWxsrHiM1scff4ygoCCsXLkSEokEYWFh+O+//zBjxgzMnTvXrI+aPPPMMxg7diwAYMGCBdizZw9WrFiBjz/+2KTjlUolVq9ejdDQUADAhAkT8NZbb4n7V6xYgZkzZ2LgwIEAgJUrV2Lnzp0m94+IiIiIiIioNmLQlohqpcTERDz22GPlthsyZAiuXr1aZhtfX1/06dMH69evhyAI6NOnD3x8fHTaXL16FUqlEo888oi4TSaToUOHDnqZqSWDxFeuXEFubq4YxNUqLCzUK7+gdfLkSdjY2BgM6ALA+fPnER0drTPj5iOPPILs7GzcuHHDrFq82kByyfWTJ0+afLyTk5MYsAWAevXqiTO8yuVypKWloUOHDuJ+GxsbtGvXDmq12uRrEBEREREREdU2DNoSUa1kKFha0ubNm7FgwQIsXrzYpPONHj0aEyZMAAB89NFHD9Q3Z2dn8fvs7GwAmpINgYGBOu3s7e0NHq+dEO1BSKVSCIKgs60qZl2VyWQ66xKJRO+6RERERERERKSLNW2JqFZycnJCWFiYweXff/9FQkICvvnmGwwaNMik8/Xq1QuFhYVQKpXo2bOn3v7Q0FDY2dnh8OHD4jalUok///wTERERRs8bEREBe3t7XL9+HU2aNNFZgoKCDB7TqlUrqNVqozVvw8PDcfToUZ3g6OHDh+Hq6ooGDRoA0GQPl5wQLCsrC0lJSXrn+v333/XWw8PDjd6POdzd3eHv768zWZtKpcKJEycq5fxERERERERE1oqZtkRklfKUeTh7+ywu3rmI2Max8HfxN/nYTp06YceOHQaDr8bY2NiImbs2NjZ6+52dnTF+/HhMnz4dXl5eaNiwIRYtWoTc3FyMGTPG6HldXV0xbdo0vPrqq1Cr1YiJiYFcLsfhw4fh5uaG+Ph4vWNCQkIQHx+P0aNH48MPP0RUVBRSUlKQnp6OwYMH46WXXsKyZcswceJETJgwARcvXsS8efMwZcoUsZ5tt27dsH79evTt2xceHh6YO3euwfv67rvv0L59e8TExGDjxo04duwYPv/8c5Nft/JMnDgRCQkJaNKkCcLCwrBixQrcu3dPp7QDERERERERUV3DoC0RWTRBEHAj6wZOpZ3C6bTT4tdLGZegFtSQQIIdQ3egX/N+Jp/T1dXVrICtlpubW5n73333XajVajz33HNQKBRo3749du/eDU9PzzKPW7BgAXx9fZGQkIBr167Bw8MDbdu2xaxZs4wes2rVKsyaNQsvvfQSMjIy0LBhQ7F9YGAgdu7cienTpyMqKgpeXl4YM2YM5syZIx4/c+ZMJCUl4cknn4S7uzsWLFhgMNN2/vz52LRpE1566SXUq1cP33zzTZmZw+aaMWMGUlNTERcXBxsbG7zwwgvo2bOnwQAyERERERERUV0hEVhcsNJlZWXB3d0d9+7dg4eHR013h8gsarUa6enp8PPzE7Myq0uuMhdn08/qBWgz8zMBAO727ogKiEKkXyQi/SMRFRCFFr4t4GznXPaJqUIkEgm2b9+OAQMGVNs11Wo1wsPDMXjwYCxYsKDC56ipMUz0oDh+ydpxDJM14/gla8cxTNasLo1fbdxQLpeXmRzGTFsiqnaCIOC6/LoYlNUGaC9nXIYAAVKJFE29miIqIAo9GvcQA7RBbkH82Hwtk5KSgv/973/o0qULCgoKsHLlSiQlJeHZZ5+t6a4RERERERER1RgGbYmoSuUU5uCf9H90ArSn005DXiAHAHg6eCLSPxK9QnvhtYdfQ1RAFCJ8I+Akc6rhnlN1kEqlWL9+PaZNmwZBENCyZUvs3bu30iY7IyIiIiIiIrJGDNoSUaUQBAHJmck6ZQ1Op53GlbtXxOzZ5t7NERUQhd5NeovZs4GugcyetVDVUT0nKCgIhw8frvLrEBEREREREVkTBm2JyGyKAgX+Sf9HL0CrKFQAALwcvRDlH4U+Tfsg0l9TfzbCNwKOMsca7jkRERERERERkeVj0JaIjFILaiTdS9ILzl69dxUAYCOxQZhPGKICotC3WV8xe7aeSz1mzxIRERERERERVRCDtkQEAMgqyMKZtDM4mXoSfyT/gSuKKziTfgbZhdkAAB8nH0T5R6F/8/462bP2tvY13HMiIiIiIiIiotqFQVuiOkYtqHH17lUxa1abQZuUmQQAsJXaoqlHU7Sp3wYDwwaKAdoAlwBmzxIRERERERERVQMGbYlqMXm+XAzOagO0Z9LPIFeZCwDwd/ZHpH8kBoUPQpR/FCL9I9HcuzkyMzLh5+cHqVRaw3dARERERERERFT3MGhLVAuo1CpcvXcVp1JP6WTPpshTAAAyqQwRvhGI9I/EMxHPiNmz/i7+eudSq9XV3X0iIiIiIiIiIiqBQVsiK3Mv7x7OpJ/RCdD+k/4P8oryAAD1XOoh0j8Sg1sMFrNnw3zCILOR1XDPiYiIiIiIiIjIFAzaElkolVqFy3cvi8HZ0+mncSr1FP7N+hcAYGdjhxa+LRDpH4mhLYeKAVpfZ98a7jkRERERERERET0IBm2JLMDdvLuarNkSAdp/0v9BflE+AKC+a31E+Ufh2VbPisHZZt7NmD1LRERERERERFQLMWhLVI2K1EW4lHGpOEB7P3v2puImAMDexh4t/Voi0j8Sw1sNR5R/FFr5t4KPk08N95yIiIiIiIiIiKoLg7ZEVeRO7h1N1myJicHOpp9FgaoAANDArQGi/KMQFxWHSP9IRPlHoal3U9hK+WtJRERERERERFSXMTpUhWJiJHjrLWDQoJruCVUlpUqJixkXdbJnT6edxn+K/wAADrYOaOnXEm0C2iA+Kh6R/pGI9I+El6NXDfeciIiIiIiIiIgsEYO2VejsWeCpp4CVK4FhwwB3d8DGpqZ7RQ8iPSddL3v23O1zKFQVAgAaujdEpH8kRrUeJQZnm3o1hY2UP3giIiIiIiIiIjINg7ZVSgIAmDBBswCAhwfg5aVZPD2Lvy9vm4NDzd1FXVSoKsSFOxf0ArSp2akAAEdbR7Tyb4X29dpjTJsxYoDWw8GjZjtORERERERERERWj0HbapaZqVmuXTPvOEdH04K7pdfd3ACJRP9827YB8+cDly4BzZoB8+ZZdxmHnMIcXLl7BVEBUWYfm5adJgZltQHa87fPQ6lWAgBCPEIQ6R+J59s+LwZnQz1DmT1LRERERERERERVgkHbKifA2bUI4ZEKZGfZQiG3hSJLhuwsW6jVBqKpRuTlATdvahZz2NjoBnM9PYHsbODgweI2Z85oyjgsXKgJ3Hp5aTKCZTLzrlVT/kn/B4O/Gwx5gRw3Xr0BiaEoNYCCogJcuHNBDNBqv6bnpAMAnGXOaOXfCp0CO2Fcu3GI9I9EK79WcHdwr87bISIiIiIiIiKiOo5B2yolAJBg6vzLeKR7hs4etRrIzbbRBHKzZMiS6wZ0FeK6LbKzZOJ6llwGZaHU5B6oVMCdO5rFaC8FzddZszSLlqur+Zm9Xl6Ak5Ph7N7KJggC1p9cj5d3voxQr1DsfW4vJBIJBEFAanaqXvbshTsXUKQuAgA09myMSP9IvNjuRUQFRCHSPxKNPRtDKjH9tSUiIiIiIiIiIqoKDNpWoZDQHMS9fFMvYAsAUing4qaCi5sKASgw67wF+dISWbu2UMhlxd+XWM8W1zXB4ByFeT9uhUKzpKSYdRjs7CoW7DU0UZuxMg45hTl4aedL+OLUFxjQfAB6NemFNSfWiAHaO7maKLWLnQsi/SMRExSDl9q/hKiAKLT0awk3ezfzboqIiIiIiIiIiKiaMGhbhZZuOAUXV5dKP6+9gxr2DoXw9is06zhVEZCTbYtX46NwI8UREEqmwwpw81DioZh7JYK9xcFgVZHpGaiFhUBqqmYxh0RSPFGbpyegVAKnThXvP31aU8Zh3OtX8ZVzO+So5JBAgh0Xd2DHxR0I9QxFVEAUJjw0QcyeDfEIYfYsERERERERERFZFQZt6xAbW8DNowijJiZjwdQISCQCBEEifp0894rBrGBBAPLzpMVB3PuZu4pSZRwUcpludq9chvw80yfrEgTg3j3NUpZPvsgA4lWAPSCopcCtNpBdfgrZ6YNw2aYZMryAUyZk9np5aUpAVEcpByIiIiIiIiIiIlMxaFsHxcRm4I2l57Dxk4b4N9kJQSG5GPHidYMBW0AT1HR0UsPRqQB+9cwr5aBUSkrU6DVcxkFTt7dEMPh+aQdBMBJN/a8DkKAAPK8CTXcCzX6GMmYe0mxnIi0lBlj3GwDTIrE2NuaXcdB+b1vit8dYGQciIiIiIiIiIiJzMWhbR8XEZiAm1nCQtjLJZAI8vZXw9FYCyDP5OLUaePHptrh+zalU8FaAp08hHut9Gwq5M7IVw6A4Fwf5nwW453YQeapsqEwM2AKaidpu39Ys5nJz0wRvpVIgKal4u7aMw/jxwOOP6wd/HR2Z3UtERERERERERMYxaEsWSSoF4l5KMVjGYeKsq0aygv0A+KEg/7B+yQa5LbLuf83OKpHxez8DOFtha/ZEbVlZmsWYVas0S2n29mVn8RrL/HV317wuRERERERERERUu9WJoO1HH32ExYsXIzU1FVFRUVixYgU6dOhgtH1mZiZmz56Nbdu24e7duwgODsayZcvwxBNPVGOvydwyDlraidp8/M2fqC1bYbg2r0JnXVPGQRsMzrwrg6nlGACgoODBJ2ozt6SDvX3xeVjKgYiIiIiIiIjIstX6oO23336LKVOmYPXq1ejYsSOWLVuGnj174uLFi/Dz89NrX1hYiMcffxx+fn7YsmULAgMDkZKSAg8Pj+rvPFVbGQdAM1Gbu2cR3D2LzDruxafbIPmKs24ZB4kAH78C9Bt6SyfrVyG3vR8YfrCJ2q5eNauLcHLSBG9tbICUlOLt2lIO48YB3btr2nh4AGq1DRwcNNm9LOVARERERERERFS9ajxoKwgCFAoF7Ozs4ODgUOnnf//99/H8889j1KhRAIDVq1fj559/xtq1a/H666/rtV+7di3u3r2LI0eOQCaTAQBCQkLKvEZBQQEKCoon6Mq6/5l5QRAgCEIl3QlZquEvpuDtqS30yjiMn3EVj3QrO+BcWKiZqC07q0RGr4HgrqJkaYesciZqMyA3V7MY88knmkVDCsAXAGBjI+hk7JaejM3LSzCwTX+iNqLqpFarIQgC1Gp1TXeFyGwcv2TtOIbJmnH8krXjGCZrVpfGr6n3WONhlcLCQnh5eWHhwoV47bXXKv3cx48fx8yZM8VtUqkUsbGxOHr0qMFjfvjhB0RHR+Pll1/G999/D19fXzz77LOYMWMGbGwMZ0UmJCRg/vz5etuFfCXUtsrKuRmyWA8/nIrZCSp8/Xkj3LjuhAYNczF8TBKio29DXc7ca7YAPJwL4eEMoJ7p11SrgZzs+0FchTaYqy3joKnRqynhULw9WyHD3Tt2MKeUg0olKWeiNuPncnVVw91dgIeHGp6eanh4qOHhIcDdXbsu3N+m+712oraff7bH0qUuuHbNFo0bF2Hq1Gz06VNg9HpEWmq1GnK5HIIgQMpC0GRlOH7J2nEM1y2TJk2CXC7H+vXra7orlYLjl6wdxzBZs7o0fhUKhUntajxoa29vj4CAANiXLLpZSe7cuQOVSgV/f3+d7f7+/rhw4YLBY65du4Zff/0Vw4cPx86dO3HlyhW89NJLUCqVmDdvnsFjZs6ciSlTpojrWVlZCAoKgsRBBqmjrPJuiCxW596Z6Nz771Jbq+5nLwXg7gy4+xcBKAKQb9Jx459pa7SUQ/9h/xVP2nbPBtnZdvezejVB39xs8x4XCoUUCgVw44bpJSAAwN5egKMjkJkpASAAkOD8eVuMHeuJoUPViInRZPKWrt/LidpIS61WQyKRwNfXt9b/Y0+1D8cvWbvKGMOjRo1CZmYmtm/fXsm9q1qjRo3CF198obf94sWLaNKkSbn7K6Jbt26IiorCBx98UKHjH5SDgwPy8/MNlp2zRnwGk7XjGCZrVpfGr6mVBmo8aAsAI0eOxBdffIHx48fDzs6uRvuiVqvh5+eHTz/9FDY2NmjXrh1u3ryJxYsXGw3a2tvbGww6SyQSSFgQlCzIiBevY8HUCL1SDi/NuCZO8CYIAtR5SkgdZTrjt0gpQbbCttQkbfcnblPoTtJWXMdXs65WmTNRmwTF1UYkOl83bZJi0ybDx5WeqM3UCds8PXUnaqPaQSKRQCqV1vp/7Kl24vgla/egY1j7HtpSfwcKCwsN/p9FIpGgV69eWLdunc527X8+y9tfUTX5Wln6z6oi+Awma8cxTNasroxfU+/PIoK2rVq1wo4dO9CiRQuMHDkSISEhcHR01Gs3yMwp7n18fGBjY4O0tDSd7WlpaQgICDB4TL169SCTyXRKIYSHhyM1NdXoGzQiaxETm4E3lp7Dxk8a4t9kJwSF5GLEi9fFgG1ZbGUCPLyU8PAyr+SHIAC5OTZiFq8Y1JWXDACXCPRm2SLpkjPMKeOgvc6DTtRmTrDXywtwcdEEi7dtA+bPBy5dApo1A+bNA8x8XBEREZGJDhw4gOnTp+PUqVPw8vJCfHw83n77bdja2uKnn37CiBEjkJGRARsbG5w8eRJt2rTBjBkz8O677wIAxo4di/z8fHz11VcAgEOHDmHmzJn466+/4OPjg4EDByIhIQHOzs4ANPNbjBkzBpcvX8aOHTswaNAgo+UAtJ8iNKa8/SVlZGRgwoQJ+O2333Dv3j2EhoZi1qxZGDZsGABN4suBAwdw4MABLF++HACQlJRkcD6OgoICzJ49G9988w0yMzPRsmVLvPfee+jatSsAYP369Zg8eTK+/fZbTJ48Gf/++y9iYmKwbt061KunqeGlUqkwffp0rF27FjY2NhgzZgzn7yAiIqpCFhG01b7xAIA33njDYBuJRAKVSmXWee3s7NCuXTvs27cPAwYMAKDJpN23bx8mTJhg8JhHHnkEX3/9NdRqtRj5vnTpEurVq8eALdUKMbEZiIktP0hbWSQSwNlFBWcXFfzrm1aT9sWn2+iVcZBIBPjVy8dz46/rTdCmyNJdz1FUbKK2GzfMuzdbW03A9/7cgwCA06eBp54CBg8GYmIMB3s9PDhRGxERUUXcvHkTTzzxhPhJvQsXLuD555+Hg4MD3nzzTXTu3BkKhQJ///032rdvjwMHDsDHxweJiYniOQ4cOIAZM2YAAK5evYpevXrh7bffxtq1a3H79m1MmDABEyZM0MmIXbJkCebOnWv0k3dVIT8/H+3atcOMGTPg5uaGn3/+Gc899xxCQ0PRoUMHLF++HJcuXULLli3x1ltvAdBk7RoyYcIEnDt3Dps2bUL9+vWxfft29OrVC2fOnEHTpk0BALm5uViyZAm+/PJLSKVSjBgxAtOmTcPGjRsBAEuXLsX69euxdu1ahIeHY+nSpdi+fTu6detWPS8IERFRHWMRYYP9+/dX2bmnTJmC+Ph4tG/fHh06dMCyZcuQk5ODUaNGAQDi4uIQGBiIhIQEAMD48eOxcuVKTJo0CRMnTsTly5excOFCvPLKK1XWRyLSZayMw7hpSSZlBWsnatPJ6C0Z5BWzektk/SpsociUQak0/WMYRUW6AduSNm/WLMa4uZWdxWss01c7URsREVFd9PHHHyMoKAgrV66ERCJBWFgY/vvvP8yYMQNz586Fu7s7WrdujcTERLRv3x6JiYl49dVXMX/+fGRnZ0Mul+PKlSvo0qULAM2EwsOHD8fkyZMBAE2bNsWHH36ILl26YNWqVWLNuW7dumHq1Knl9u+nn36Ci4uLuN67d2989913Ju8vKTAwENOmTRPXJ06ciN27d2Pz5s3o0KED3N3dYWdnBycnpzKzd69fv45169bh+vXrqF+/PgBg2rRp2LVrF9atW4eFCxcCAJRKJVavXo3Q0FAAmkCvNhgMAMuWLcPMmTPFTz+uXr0au3fvLvc1ISIiooqxiKCt9k1TVRgyZAhu376NuXPnIjU1Fa1bt8auXbvEycmuX7+uU0siKCgIu3fvxquvvorIyEgEBgZi0qRJ4l/jiajqPUgZB0AzIZmrWxFc3YqAINOvKwhAQb70/gRsJco2lCjdUDL4m51liyvnXWBuKQdAE+zNygKSk807zt7evBIO2nXtRG0s5UBERNbs/PnziI6O1qm7/8gjjyA7Oxs3btxAw4YN0aVLFyQmJmLq1Kk4ePAgEhISsHnzZhw6dAh3795F/fr1xezSU6dO4fTp02I2KXC/vr9ajaSkJISHhwMA2rdvb1L/HnvsMaxatUpc15ZYMHV/SSqVCgsXLsTmzZtx8+ZNFBYWoqCgAE5OTib1RevMmTNQqVRo1qyZzvaCggJ4e3uL605OTmLAFtCUjUtPTwcAyOVy3Lp1Cx07dhT329raon379iyRQEREVEUsImhb0rlz55CSkgIACA4ORkRExAOfU/sRJ0NKflRKKzo6Gr///vsDX5eIKq66yzgAmgxWB0c1HBwL4etfaNIxxko5+NfPR9xLKVUwURtw65ZmMffenJ2B7OzibdpSDk8/DTz8sOFgLydqIyIia9O1a1esXbsWp06dgkwmQ1hYGLp27YrExETcu3dPJ2EkOzsb48aNM/ipuoYNG4rflxVcLcnZ2RlNmjSp8P6SFi9ejOXLl2PZsmVo1aoVnJ2dMXnyZBQWmvYeRSs7Oxs2NjY4fvy4zrwdAHSyfmUymc4+iUTCgCwREVENspig7ffff48pU6YguVTaWaNGjfD++++jX79+NdMxIqIyGCvl8MJU00o5aCdqK56YrfyJ2rTrBfk25Z6/5HVKBmxL2rJFsxjj7Gx6Zm/JbdqJ2oiIiCpLeHg4tm7dCkEQxGzbw4cPw9XVFQ0aNAAAsa7tBx98IAZou3btinfffRf37t3TKXPQtm1bnDt3zuRAanU6fPgw+vfvjxEjRgDQzM1x6dIlnaQWOzu7cuf9aNOmDVQqFdLT09G5c+cK9cXd3R316tXDH3/8gUcffRQAUFRUhOPHj6Nt27YVOicRERGVzSKCtjt37sRTTz2F4OBgLFy4UPwY0vnz5/Hpp59i0KBB+Omnn9CrV68a7ikRka4HLeVQcqI2BJo2UZtWYYHkfimHUtm7clmJgG9xSYdLZytWyiEnR7P8+695x9naVizY6+EB/PADyzgQEdVlcrkcJ0+e1Nnm7e2Nl156CcuWLcPEiRMxYcIEXLx4EfPmzcOUKVPEkmeenp6IjIzExo0bsXLlSgDAo48+isGDB0OpVOpk2s6YMQOdOnXChAkTMHbsWDg7O+PcuXPYs2ePeGxNadq0KbZs2YIjR47A09MT77//PtLS0nSCtiEhIfjjjz+QnJwMFxcXeHl56ZR+A4BmzZph+PDhiIuLw9KlS9GmTRvcvn0b+/btQ2RkJPr06WNSfyZNmoR3330XTZs2RVhYGN5//31kZmZW5i0TERFRCRYRtF2wYAEiIyNx8OBBnY8e9evXDxMmTEBMTAzmz5/PoC0RWaSaKOUAAHb2Arx9lfD2VZrUvqxSDiMnppSYtE0341cbGM7KtEVRkXkTtaWna5YHoS3j0KMH0K5d2QFgR8cHuxYREVmGxMREtGnTRmfbmDFj8Nlnn2Hnzp2YPn06oqKi4OXlhTFjxmDOnDk6bbt06YKTJ0+ia9euAAAvLy9EREQgLS0NzZs3F9tFRkbiwIEDmD17Njp37gxBEBAaGoohQ4ZU+T2WZ86cObh27Rp69uwJJycnvPDCCxgwYADkcrnYZtq0aYiPj0dERATy8vKQlJSEkJAQvXOtW7cOb7/9NqZOnYqbN2/Cx8cHnTp1wpNPPmlyf6ZOnYpbt24hPj4eUqkUo0ePxsCBA3X6Q0RERJVHIlhAoSJnZ2csXLgQkyZNMrh/+fLlmDVrFnJycqq5ZxWTlZUFd3d3bD20Ey6uLuUfQGRBBEGAOk8JqaNMZ5IPsn6H9nobLOUw9/1zJpdyKMiTIqv0RG1ZJbJ75bolHLT1fHNzqudvhA4OgJeXAFfXIvj52cLLS1LuJG1eXoCbm2aiNqKaplarkZ6eDj8/P71sOSJrwDFM1ozjl6wdxzBZs7o0frVxQ7lcDjc3N6PtLCLT1sHBAXfv3jW6/+7du3BwcKjGHhER1T6VUcrBwUkNB6dC+AWYNwlKkVKiCeqWnJTtftmG7FJlHP467KmTDWyO/Hzgv/8kAGS4eNH046RSTRDX3FIOnp7ATz+xlAMRERERERFVLosI2nbr1g3Lly9Hr169EB0drbPvjz/+wIcffogePXrUUO+IiGqPmirlYCsT4OGthId3+aUcjJVxqN8wDxNmXS2eqE1RItvXwHpBgekTtanVQEaGZnkQ2lIOsbFA27ZlB3+dnTlRGxERERERERlmEUHbRYsWITo6GjExMejQoYNYZ+rixYs4duwY/Pz88N5779VwL4mIqDqMePG6wTIOYyYlo22nzHKP15b4KJLaIVshEzN4i2v2Gl9XZNkiR2Fb4Uxfrb17NUtZZLKySzYY2+bhAdiYHo8mIiIiIiIiK2QRQdtGjRrh9OnTSEhIwC+//IJvv/0WABAcHIxJkybh9ddfh5+fXw33koiIqsODlnHQsrMX4O1g+kRtWioVkJNta3BittLrf/zmVeEAr1JZ8Yna3N3ND/Z6egK//MJSDkRERERERNbAIiYiq204ERlZM05ERtauOsewsVIOgQ3z8MobV8TsXb2J27JskV0iw7e6Jmoz5LHHiks5GAv+cqK26lOXJmCg2olj2PKsX78ekydPRmZmJgDgzTffxI4dO3Dy5Mka7Zcl4vgla8cxTNasLo1fq5qIrFu3bpg9eza6d+9ucP/+/fuxYMEC/Prrr9XcMyIiIuOMlXIYPSkZUQ/JTT5PkVKiqcmbpTtRW3ZWyW2lJm67n+2rVj9YYHr/fs1SFu1EbWVl8RoK9np6AnZ2D9Q9IiKzjRw5EpmZmdixY0dNd8UiTZs2DRMnTqzpbhAREVE5LCJom5iYiLFjxxrdn56ejgMHDlRjj4iIiMpXWaUcbGUCPLyU8PAyr5SDIAC5OTbFGbzyEmUcsnQnZjua6F3hUg4PMlGbi4t5JRy03+/eDbz1Fks5EBFVNhcXF7i48NOAREREls4igrYAyvwI65UrV+Dq6lqNvSEiIjJNTGwGYmIrEM2sBBIJ4OyigrOLCgGBBWW2NVrKITgPk+ddNjwxm162ry1yss2bqC07W7Ncv17h28Tp08BTTwFdugCtW5cd/OVEbUS1l0qlwqVLlxAeHv5A5/nnn38wffp0HDx4EM7OzujRowc++OAD+Pj4AAC2bNmC+fPn48qVK3ByckKbNm3w/fffw9nZGYmJiXjttddw9uxZyGQytGjRAl9//TWCg4MNXuvGjRuYPn06du/ejYKCAoSHh+Ojjz5Cx44dAQCrVq3CkiVL8O+//6JRo0aYM2cOnnvuOQBAcnIyGjVqhL///hutW7cGAGRmZsLT0xP79+9H165dkZiYiMceeww//fQTZs6ciUuXLqF169b47LPP0LJlS4N9Kl0eQZuZHBMTg6VLl6KwsBBDhw7FsmXLIJPJAAC3bt3C2LFj8euvvyIgIADvvPMOZs2ahcmTJ2Py5MkP9PMgIiIiw2osaLthwwZs2LBBXH/77bexZs0avXaZmZk4ffo0nnjiiersHhERUa1itJTDK8lo1TbL5POUnKhNW6YhO0t33dCkbQq5LYqKHqw21YEDmqU8Hh6ml3Aoue7gULF+bdvGCd6IqsPPP/+M5557Dnv27EGHDh0qdI7MzEx069YNY8eOxQcffIC8vDzMmDEDgwcPxq+//opbt25h2LBhWLRoEQYOHAiFQoGDBw9CEAQUFRVhwIABeP755/HNN9+gsLAQx44dM5p8kp2djS5duiAwMBA//PADAgICcOLECajVagDA9u3bMWnSJCxbtgyxsbH46aefMGrUKDRo0ACPPfaYWfc1ffp0LF++HAEBAZg1axb69u2LS5cuiUHX8uzfvx/16tXD/v37ceXKFQwZMgStW7fG888/DwCIi4vDnTt3kJiYCJlMhilTpiC9IjNpEhERkclqLGibm5uL27dvi+sKhUKv0LBEIoGzszNefPFFzJ07t7q7SEREVGtUVikHGxvAzb0Ibu5FZh0nCEBBnhRZZZRx0K4f2utT4VIOAJCZqVmSksw7zsHBvBIOXl7AoUNAXJwm61kQgDNnNFnBW7cycEtU2fr164fXXnsNPXr0wN69e9G+fXuzz7Fy5Uq0adMGCxcuFLetXbsWQUFBuHTpErKzs1FUVIRBgwaJ2bOtWrUCANy9exdyuRxPPvkkQkNDAaDMrN+vv/4at2/fxp9//gkvLy8AQJMmTcT9S5YswciRI/HSSy8BAKZMmYLff/8dS5YsMTtoO2/ePDz++OMANMkxDRo0wPbt2zF48GCTjvf09MTKlSthY2ODsLAw9OnTB/v27cPzzz+PCxcuYO/evfjzzz/F1/yzzz5D06ZNzeojERERmafGgrbjx4/H+PHjAQCNGjXC8uXL0a9fv5rqDhERUa1X06UcHJzUcHAqhF9AYZltyyrlMGX+JZPKOGgzgM2ZqC0/H/jvP81iLkHQ/TpmjGaCt/IyfU1MgiOqM7Qf9y/PkCFDcPXqVbPPf+rUKezfv99gTderV6+iR48e6N69O1q1aoWePXuiR48eePrpp+Hp6QkvLy+MHDkSPXv2xOOPP47Y2FgMHjwY9erVM3itkydPok2bNmLAtrTz58/jhRde0Nn2yCOPYPny5WbfV3R0tPi9l5cXmjdvjvPnz5t8fIsWLWBTorZMvXr1cObMGQDAxYsXYWtri7Zt24r7mzRpAk9PT7P7SURERKaziJq2SeamwlgJdZEKqiKV3naJBJCWeFNkqE1xY+i8gaq0tgBsbCvYVqUChMpvq1apxP/sPmhbqY1U/KiaWqWGUEbjCrdVqyGoLbytVALJ/Qx2c9oKagGqIpXRj/tJpBIxM15Qq6Eu47w6bQUBapXasttKJJDaVEVb03/v+Yww3Na8Z4QaQhljmM+I+20r/Iww4/e+As+IEeOu4d2ZYfqlHCZeQ4vWCp22ZZ0XkCIvxwZZmTZQyKVQZBVn82q/5ihskZVphyy5w/2Arw0K8gUU5BsujKtWS6FSad8+CZDJDE8el5MDrFpVflsXF03w1sNDCg8PW3h4SODo6IbAQCW8vCTw8CgO8GoXLy8p3N1toR3ehYXGg+ASiUTn49FbthRi4ULgyhWgSRNg1ixA+zfz0m2VSqXR8V5VbQHAzs6uQm2LiorEj50/aFuZTCb+HlVVW5VKpXkGVkJbW1tb8ffIEtqq1WoUFhbqfYpOy8bGRvz3SK1Wo6ioOHO/devWOHXqlNG23377LRYuXIiEhAS9sV+yrSAIBn83srKy0KdPH7z77rs6bZVKJerVqweVSoWff/4ZR48exd69e/Hhhx9i9uzZ+OOPP9CoUSOsXbsW48ePx//+9z9s2rQJc+bMwc6dO8UatVKpFLa2mt97BwcHo/0oTduHoqIi8Rjt66L93tbWFkql5jmiVCpRWFgorhcWForXKf26lzwPoPlZaq+hHWPa31FtG7VaDZVKpXMNpVIJe3t7vXMbuj/x9z4uDjhzBuqwMKjDwyGEh0MICwNCQ4H7r5OlPiPKwmfEg7Ut/XtfWlnPiJpoq/39rIy2JZ8RVdUWQJnPYENtjSn9+2lOW76P4DPC3LZalvB7X9XPCFPeGwAWErTdu3cvfv31V52PKZU0e/ZsdO/eHd26davmnj2Y47sOw8FAgTwPf2+EPxwlrv+186DR/3i6+XigRefiv2qf2H0ERYWGB4OzhysiH3tIXD+17w8U5OYbbOvo6ozWsR3F9TOJfyFPkWOwrb2TA9r2fFhcP/vbCeRkKgy2tbWT4aE+ncX1C0dOIetOpsG2UhspOvbrKq5f/OMfZKYZzwCLHlj887/81znc/e+20bYd+nYRAzjXTl7A7eupRtu2fyIGMnvNAzj5zGWkJd002rZNj2g4ODsCAK6fvYZbV4zPrBPVvQOc3DRZHDcvJuPGhWSjbVt1bQ8XTzcAwK0r/+L6WeOZIxExbeDuq8lsSE/+D0mnLhltGxYdCc8AzaQad/5Nw9UTxjMumnVoCe9APwDAvfQMXDl1wWjb0Lbh8AvWZJVkpt/FhaOnjbZtFNUMAY0bAACy7mTi3KG/jbZt2CIUgc00H0XMyVTgTOJfRts2CAtBUHhjAECeIgen9h0z2rZek4YIaaX5OGJBbj7+/t9Ro239GwWicevmAICiQiX+2nnIaFvfhgFo0i4CgCaYd+xH48U2ver7onnHVuJ6WW35jNB4kGfE1TMXca+MtnxGaFT0GXH31h1cOvaP0bYP+oywATB7tn7bhg1DAZj3jHB2VUEiyJH8l+YZYQfAWwZ4ewPw1rQt+YzIz8kr8xmRXdgMN9IfgUIuQ0GuEjEPrTPa9uTJKOzYMQAAIJMpMXt2gtG2Z89G4LvvngEgAeCEN9+cj/x8IDVVs5R06VJTfPfds2LG7tNPL4GNjeHfe1fXYMTEjISXF3D4MHD27HL0759b4rqaBQDq168v1q8EgI8++ghyudzgeX19fcWPdAPAmjVrdMpeleTu7q4zUdH69evxn5F0ZicnJ0yfPl1c37hxI1JSUgy2lclkmDVrlri+efNmXL582WBbQPPxca3t27fj3LlzRtvOnDlT/M/ZTz/9pBNELG3atGlwdnYGAOzevRt//WV8XE6aNAkeHh4AgH379uHoUeNjbfz48fDz0/zOHTx4EAfKKOg8duxYBAYGAgB+//137N2712jb+Ph4hISEAACOHz+OX375xWjbYcOGoVmzZgCAM2fO4Pvvvzfa9umnn0aLFi0AaBIyDM1VodW/f39xYq0rV67gm2++Mdq2d+/eYv3aL7/8EgsXLsTAgQNx/vx5vUzS2NhYPPLIIwCAgoICJCTo/87l5eXh+PHjuHHjBrp37w4ASE9Px6pVq/TaymQyDBo0CB9//DG2b9+OKVOmQC6Xi69Zr169cOPGDUybNk2cf6N9+/bo06cPACAsLAwff/wx3njjDTg5Oemd39/fH4cPH0Z8fDyUSiUSEhKwefNmyGQyJCQkiP8BXL58OQYMGIBnnnlGnDxs48aNOHLkiJj8MnPmTHHisfr16+tM2LZr1y7k5+eLr8fBgweRlpaGhIQEvQnUli9fjtzcXPz5559ITU1FQkICbt++jaKiIixYsABvv/02AM3P7d69e9i7dy9ycvTfH4jPiCFDAEdHpO7bB88dO+CYr3nfUWRjgwxvb9z29YWiQQNEjxkDREQATZti/YYNNf6M2LFjR5mZynxGaFT0GXH+/Hls2bLFaNuKPiOuX7+uM29OaSWfEbdu3cJnn31mtG2XLl3QtWtXAMDt27cNPiO0oqOj0aNHDwCAXC4vM1u+5DMiNzcXS5YsMdo2KioKAwYMAADxGWFMREQEnnnmGXH9vffeM9q2adOmePbZZ8X1JUuWGA04BQcHY+TIkeK69hlhCN9HFOMzQsPcZ4T2360LFy5g69atRtvWhmdEfr7h/4eXZhFB2wULFqBhw4ZG99+8eRNvv/221QVtiYiIqHYJbZ6Dx4do3vwrCwrx107jbTt0vov2j/9zv2xD2eeVSMpIIzdAqQTS0jSLSqWpNWzImTPA1KnF6yX+H6Pnxg1g6dLi8g0FBWZ1iajKtWnTBkOHDtWpC2tMVlYWbt26pbPNyckJDz30EI4fP44FCxbAzc0NXl5e+Ouvv7Bjxw7069cP//33H65du4bQ0FA4Ozvj5s2bkMvlCA8PR1JSEj788EMoFAq4urrizp07yMjIQFRUlME+PPPMM5g1axY2bdqE2NhYuLi4IDU1Fa6urggKCsKAAQOwdOlStGnTBo8++iiOHDmC8+fPIy4uDoAmoNCgQQMcOnQI7du3x4EDBzBnzhyD1zpw4ACcnJzg7OyMH374AT4+PmKw50H5+vqicePG+PLLL9GvXz/IZDJMnTpVJ4vLqD59gD59sOPjj3E7PR3OOTnwvX1bs6Snw/f2bTQ+fBjYvVvT3tYWT/v64paHB277+opLhrc3VKwnQ0REdYxEKCtXvJp4eXnhrbfewoQJEwzu/+ijjzBv3jzcuXOnmntWMVlZWXB3d8d3iT/C2VW/XhY/+my4LcsjWMZHnwVBgCqnELC3YXkElkeoWNsafkYIgoCi7AJIHGxZHsFKyyNYdFsDv/dH93vh28+DcOO6Ixo0zMPQsf+iU9e7Zj0jAKCwUIasTFvI04HsPBlysu/X5pXbiKUcFFkyKOQyyDMdxMnbipTGzysIEhQVFQc6ZDLjH8XSb6tEyV9QR0dtKQfA01MCDw+ZGOD18FDCy0vQKeOgLe3g5iaBnZ35H2vctg1YsECJq1cFvVIOpdsC/FijJXysUSqVQq1WIzU1FV5eXhUqj1AZbUeOHGkwk2bUqFFYvXo1Ll++jDlz5iAxMREFBQUIDg7G448/jsWLF+PChQuYPn06Tp48iaysLDRs2BATJkzAK6+8grS0NLz44ov4448/kJGRgXr16mHEiBGYM2eOeK+lP8585coVzJgxA/v27UNRURHCw8OxfPlyPPTQQ5BKpVizZg2WLFmCf//9FyEhIZg5cyaGDx8u9vn8+fN48cUXcerUKTRv3hyLFi1Cjx498L///Q9dunTBgQMH0KNHD2zbtg1z5szBlStXEBUVhc8++wyRkZEANJOGTZs2Denp6QA0CTM//PAD/vzzT0gkEjz//PPIzMzEjh07xI9rTp06FadPn8aePXsAaDKOXnzxRezfvx8BAQFISEjA5MmTMXfuXJ3MOi2zP/qcmQmcPw+cOwfVP/9Acu4cJBcuQHI/8C5IpUDjxhDCwyFt2VKTlRsRAWVoKARHR6NjwtxnhFqtRnp6utE6xFp8RjxYW0v4OHNtLY+gHcMeHh4sj2BmW76PqPlnBKD59IuPj0+Zr0NteEZkZWXB19cXcrkcbm5uRo+1iKCts7MzFixYgClTphjc//7772POnDlG0/AtjTZou/XQTrgYCNoSWTJBEKDOU0LqaEL2BJEF4hgma1aR8atUSu5PzlZigjYDk7T9nuiFvFwbaEowVB8bm+KJ2EpPyGZsgrajR4HRozV/xBKE4q9btwKDBlVr98lM2oCBn5+f0YABVR7txG337t0TPzJbHW7cuIGgoCDs3btXLDNRJe7dE4O5Osu//2r2SyRASIgYxEVEBNCiBRAWBri6mn05jl+ydhzDZM3q0vjVxg3LC9paRHmEli1binWiShMEAdu2bUNEREQN9IyIiIjIsslkAjy9lfD0VgLIM9ru0F5vLJgaoTfB28TZl9GsRXZxoDdLJmbxatbvB4Pvb8uSy6AsNP2NtEoF3LmjWcylTS3Qfh09WvMpamPBXu33Tk4A/2ZDVHl+/fVXZGdno1WrVrh16xZee+01hISE4NFHH63aC3t6Ag8/rFlKysrSD+Z+9x2QnFzcpmFD3WBuRAQQHq75GAAREZEVsIig7cSJExEXF4dnnnkGc+fOFYsPnzt3Dm+99RaOHj2KtWvX1nAviYiIiKxXTGwG3lh6Dhs/aYh/k50QFJKLES9exyPdjU/aZ0xBvlQM6GaXCOpmlVrXBoI12b4y5Cge7K2nXA58+mn57ezszMvs1X7v7m68PnBZtm0D5s8HLl0CmjUD5s1jRjDVLkqlErNmzcK1a9fg6uqKhx9+GBs3btT5yHK1cnMDOnbULCXl5AAXLugGc3/4Afjgg+K//tSvrx/MjYi4P0MlERGR5bCI8ggAMH/+fCxYsACCIOjUupFIJJg9ezbmz59fwz00HcsjkDXjR8vJ2nEMkzWr7eNXVQRkK3TLNhgq63DkV+8aKeUgkWhr9poe7P39d2DsWJZy0KpLH20kK5KXB1y8qF9m4coVzccBAMDfH0JEBHJDQuDYrh2kLVpogrm+vkzdJ6vBZzBZs7o0fk0tj2AxQVsAuHr1KrZv345r164BAEJDQzFgwACEhobWcM/Mw6AtWbPaHjCg2o9jmKwZx6+GsVIOr8y5jLBWCp0yDgpDZRwUxcHg/LwKpM5WAjc34Omny87s9fLSlN2sTT/quvQfLqoFCgqAy5fFIK5w9iyKzpyB7bVrkGgnlfH2NpyZW69e7frlpVqBz2CyZnVp/Fpl0La2YNCWrBkDBmTtOIbJmnH8Fju017tSSjkUFmomatMr21BGGQft94JQ9T+DkhO1GQvsGsr09fAAKvLJ9Kou5VCX/sNFtY84fj09IU1K0s3KPXtWk61bUKBp7O5ePPFZyWBugwYM5lKN4TOYrFldGr9WNREZEREREVFJMbEZiIk1P0hbmp2dAC8fJbx8yp6orTS1GsjNtinO6NWWcRCzeDXL4X0+yM2peCmHB5mozdXV9Hq92lIO48YVl3A4cwZ46qm6W8qByCiZDAgL0ywlfzmKioDSwdwTJ4CNGzUlGADAxcVwZm5wMFDLgxBERFS5LCZo+8svv+D999/HiRMnIJfLYSgBWKWtN0REREREVIWkUsDFTQUXNxXqNTDerlOXuwZLOUyeewlhkYrikg1ZmonatMFfQzV9c7PNe2uuUGiWlBTz7k37Nlv7ddQozVxN5QV/KzpRG1GtYWsLNG2qWfr3L96uVmt+EUvXzN2yBcjO1rRxdATCw/WDuY0b8xeLiIgMsoig7datWzF48GC0aNECQ4cOxapVq/Dss89CEAR8//33aNq0KQYMGFDT3SQiIiIi0hETm4E3lp6rlFIOJSdq0ynZUGK9+GtxBnC2whaqoopn8GVlARs2lN9OO1FbWSUcPDwAGxt7NGqkKQWq3W9vb36/qrqUA1GlkUqBRo00S58+xdsFAfj3X/1g7o8/AnK5po29vSajt3QwNzS0YjVQiIio1rCImrbt27eHTCbDoUOHcO/ePfj5+WHv3r3o1q0bkpOT0alTJyxatAhxcXE13VWTsKYtWTPWUyRrxzFM1ozjlypCEIC8XJviIG6WblBXW8P3t//5Ije74qUcHoSTk2klHLTbjh0Dxo8vLuWg/cpSDlSVqq2eoiAAt27pB3PPngXu3tW0kck0f60oHcxt2rRifwWhOqEu1QSl2qcujV+rqml77tw5JCQkwMbGBra2mi4p78/WGRISgpdeegnvvfee1QRtiYiIiIiqi0QCODmr4OSsgn/9AqPtHnrknsFSDlPmX0RYq+z7Wb0GsnlLlnVQ2FZoorbcXM1y86Z591a6lMPIkcD27eUHgD09NZ9kJ7JIEglQv75miY0t3i4IwO3bxQFcbTB31SogPV3TxsZGE7gtHcxt3hxwcKiZ+yEioiphEW9lnJycYGdnBwDw8PCAvb09bt26Je739/dHUlJSTXWPiIiIiMjqVWYpB7UayMkuWcJBE9TNkttAcVeK7Fx7ncCvWMM3UwalsuLZMwoF8NVXprUtOVGbORO2OTpqYmrmYCkHqhQSCeDnp1m6dtXdd+cOcP68bmbu2rXAf/9p9kulmvq4pYO5YWGAs3O13woRET04iwjaNm/eHOfOnRPXW7dujS+//BIjRoxAUVERvv76azRs2LAGe0hEREREZP1iYjMQE2t+kLY0qRRwdSuCq1uRzvbySnwIAlCQLy0xEVuJMg6K4uBv4q4HL+VQ0Yna7O1NC+5q1//8E3j55eISDmfOAE89xVIOVMl8fIDOnTVLSZmZusHcs2eBjRs1tXS1QkKKg7gtWmi+hodr/rJBREQWyyKCtgMHDsSHH36IJUuWwN7eHrNnz0b//v3h4eEBiUSCnJwcrF27tqa7SURERERED0AiARwc1XBwLISPf6HRdu2iDZdymLbgIsIjFSVKNtgiO0ums64wsK5WmR78LSgAUlM1izkMlXLYssV4sLfkOkuUUoV5eADR0ZqlpKws4MIF3czcrVuBJUuK2wQF6WfmhodrBiUREdU4i5iIzJCDBw9i27ZtsLGxQZ8+ffDYY4/VdJdMxonIyJpxEhyydhzDZM04fsnaVeYYPrTXu1JKOQgCkJtjU6Jmr0y3rEPJjN9SGcAF+TYPdA+mcnKqWCkHFxfzSzkALOdgTJ2YBCcnB7h4UX8StKtXNXVPAKBePf1gbkSEJtuXLFqdGMNUa9Wl8WvqRGQ1FrStX78+PvroIwwcOBAAUFhYiE2bNqFnz57w9/eviS5VGgZtyZoxYEDWjmOYrBnHL1m72jaGCwsl94O7upOyiduybPHrTl/kKGyhW8pBwIOUdjCVrW35mbyltx05AowaVVzOQfuV5RzqVsBAT36+4WDu5cuASqVp4+tbXF6h5OLnV7G/HlClq9NjmKxeXRq/pgZta6w8QmpqKvLy8sR1hUKBUaNGYc+ePVYftCUiIiIiIutnZyfAy0cJLx+l0TatO2QaLOUw/Z2LiIjKMrmMQ/b9DGBzJmorKgJu39Ys5ipdzmH0aOB//ys/AOzoaP61yAo4OABRUZqlpMJCTeC2ZCD3t9+ANWsA5f3fCy8vw5m59eszmEtE9AAsoqatloVWaiAiIiIiIjIoJjYDbyw9Z7yUQ5Dp59JO1Fac0VtioraSpRu0+7XfZ9kiN/vB/msnlwOffFJ+O3v7ipVycHPTTGBnLpZyqGF2dprs2hYtdLcrlcC1a7rB3D/+ADZs0BSGBjQ/9NKB3BYtNLV0GcwlIiqXRQVtiYiIiIiIrE1MbAZiYs2vt1tayYnafMuYqM2QIqUE2Yr7pRvKmKjtyH5v5OXaoKLlGwoKgFu3NIs5pFLNnFnlBXdLrh89CowZU1zC4cwZ4KmnWMrBIshkQPPmmuV+yUMAmlIKSUm6wdxTp4BNm4DcXE0bFxfNhGelA7ohIRWL7BMR1VJ1Imj70UcfYfHixUhNTUVUVBRWrFiBDh06lHvcpk2bMGzYMPTv3x87duyo+o4SERERERFVgK1MgIeXEh5exks5AJoJ3gyVc3hlzmU0b6mAIktWPEmbXD+7t6ITtanVwN27msVchko5/PJL+cHfik7URg/AxgZo0kSz9OtXvF2tBq5f16+Zu20boFBo2jg6AmFh+sHcxo01BZyJiOqYGn3yffHFF/j9998BAPn5+ZBIJFi5cqXBAKlEIsHy5cvNvsa3336LKVOmYPXq1ejYsSOWLVuGnj174uLFi/Dz8zN6XHJyMqZNm4bOnTubfU0iIiIiIiJLVG45BzMYmqitOOBrINB7fz1HYQtBqHg0VS4HPvus/Ha2tqZn9Xp5Ae7ugEolgZeXpioAVSKpVJNJGxICPPFE8XZBAG7eLA7inj2r+frzz0BmpqaNnZ0mo1dbXkEbzG3SRJPxS0RUS0mEGioka+5McBKJBCrtrJVm6NixIx566CGsXLkSgGY2uqCgIEycOBGvv/66wWNUKhUeffRRjB49GgcPHkRmZmaZmbYFBQUo0NbtgWYWuKCgIGw5+DNcXF3M7jNRTaptsz5T3cMxTNaM45esHccwmUKtBnKyS03KJteWdiiu43v4Vx/k5VS8lMODcHcXxKBuyeCu5nvD+7y8NBnACxZIcPGiJs74xhsCSzlUhCAAqamaAO7585Dc/4qzZyHJ0PyBQbC11RQ6vl9qQdCWXGjWTFN8uQ5Sq9W4ffs2fH19zY65ENW0ujR+s7Ky4OnpCblcDjc3N6PtaizTVq1WV/k1CgsLcfz4ccycOVPcJpVKERsbi6NHjxo97q233oKfnx/GjBmDgwcPlnudhIQEzJ8/X2+7kK+E2rbsjycRWRpBECAUqqAG+J8tskocw2TNOH7J2nEMk6mcZUo4+wABPsbbdHzYF+/MjNQv5fD6eTRvkXV/EjZZcbA3S6ap4asoUcv3/va8XPP+6yuXSyCXA8nJhvaWN7YFABKcPi3gmWekeOSRArRsWQQPDzU8PdXw8BDg7q6+vy7Aw0MNV1eB5VxLs7EBWrXSLCVI7tyB7aVLsL18WfP10iXYHjwIm/R0AIAglULVqBGKmjZFUbNmxUtoKODkVBN3Um3UajXkcjkEQaj1QS+qferS+FVoy8KUo1YXhrlz5w5UKhX8/f11tvv7++PChQsGjzl06BA+//xznDx50uTrzJw5E1OmTBHXtZm2EgcZpI78uAZZF0EQoAaYIUNWi2OYrBnHL1k7jmGqTJ17Z2KO3Vl8/UmwWMph+IspeKSbtpRDQZnHl6SdqE1bokE3q1cmTuCWddcG2dl2xaUesmRQq8wdyxKdr4cP2+Pw4bIzP6VSQWeiNv1MXuOZv3WulIOfnyajthT13btimQWb8+dhc+4c7LduheTmTQCAIJEAjRqJ5RXEzNywME0B5FpArVZDIpHUiUxFqn3q0vh1cHAwqV2tDtqaS6FQ4LnnnsOaNWvg41PGn3xLsbe3h72Bj19IJBK+WSWrpB27HL9krTiGyZpx/JK14ximytQ59i46x5aevcz8sSWzAzy9i+DpXWS0jaHyHoIA5ObYGCzfUFzDV7PtyH7vCtfqVasl5UzUZvy8Li76ZRoMlW4ovW33buCtt4BLlzQVBebNg3WXcvDxAR59VLOUJJcXl1jQLt9+C0lKSnGb4GD9CdDCwzWFjq2MRCKBVCqt9UEvqp3qyvg19f5qddDWx8cHNjY2SEtL09melpaGgIAAvfZXr15FcnIy+vbtK27TlnGwtbXFxYsXERoaWrWdJiIiIiIiIosgkQDOLio4u6iAwLIze198ug2SrzjrBG4lEgGBwXl4dd5l3SzfkhO1ab+v4ERt2dma5d9/K3ybOH0aeOopoEsXoE2bsidt8/DQVC6wGu7uQKdOmqWk7GzgwoXiQO65c8D27cD772ui9QAQGKgfzI2I0LwQRERVrFYHbe3s7NCuXTvs27cPAwYMAKAJwu7btw8TJkzQax8WFoYzZ87obJszZw4UCgWWL1+OoKCg6ug2ERERERERWZkRL17HgqkRejV4R7+SjJZts0w+j0qlmagtO8vIZG0l1osDwZp1pfLBstMOHNAs5fHwMC27t/S6iZ8Irh4uLkD79pqlpNxc4OJF3WDuL78AK1ZoZtEDgIAAw8FcX9/qvw8iqrVqddAWAKZMmYL4+Hi0b98eHTp0wLJly5CTk4NRo0YBAOLi4hAYGIiEhAQ4ODigZcuWOsd7eHgAgN52IiIiIiIiIq2Y2Ay8sfQcNn7SUKzBO+LF63ike0b5B5dgYwO4uRfBzb0IMCNvSBCAgjwpFIoSGbwGyjgosmxxaK9PhUs5AEBmpmZJSjLvOEfHigV73dw0SbDz51dDOQcnJ026cZs2utsLCjQXLxnM/fVXYPVqoOh+2Q0fH8PB3IAATdo2EZEZan3QdsiQIbh9+zbmzp2L1NRUtG7dGrt27RInJ7t+/Xqtr5VBREREREREVS8mNgMxseYFaSuLRAI4OKnh4FQIX//CMtsaLeUQkoep8y/pTdBWsoxD6Wxftdr0YGRenmb57z/z7k0qLU5yBYrLOfTuDTz0UNnBX1llzQ1ubw+0aqVZSlIqgStXdIO5hw8Da9cChfd/Dh4e+oHcFi005RcYzCUiIySCoC3WQpUlKysL7u7u2HpoJ1xca8cslFR3GJqAgciacAyTNeP4JWvHMUzWrC6N30N7vQ2Wcpj7/jmzMoPVaiAvx6ZETd4SZRxKZvfKbZGt0M32LcivnsK4Li7mTdCmXXd2fsB4alERcO2abjD33Dng/HkgP1/TxtXVcGZuw4aaSLWZ1Go10tPT4efnx+Q0sjp1afxq44ZyuRxubm5G29VIpu3o0aPNPkYikeDzzz+vgt4QERERERER1R2VVcpBKgWcXVVwdlUhoJyJ2korLJAUB3ZLZPOWzu7NzrLFid89KlzOQTtR2/Xr5h0nk1Us2KudqG3bD7aYP78ZLl1qhmbNBmjKOXwFTdHilBTdQO4//wCbNwM5OZqLOzkB4eH6wdxGjSo2C9zVq5pAcYsW5h9LRDWmRjJtQ0JCzP7LpUQiwbVr16qoR5WLmbZkzepShgHVThzDZM04fsnacQyTNeP4tVzGyjnUC8rDS69fMzhJm96kbXJbFBVVT/aek5NmPrPSnnoKiI42Evj1UMPhzg1NEPfsWd2gbtb9iezs7YGwMN0SCxERQGgoYGtrPFNxxgxg6VLgrbc031ck8EtUxZhpq69GMm2Tk5Nr4rJEREREREREZGVGvHjdYDmHsZOT8dAj90w6h3aitqyyyjgYmLQtO8sWuTnmhU4MBWwBYOtWzWKYFI6ODeHp2RBeXr00gdwAwCtcQLDsPzRRnkNw9jkE3D0HrzPn4PrzLthmae5dkMkgad4ckvBwOAcHA+3bAy1bAk2bAnZ2wNtvA7a2wJw5wN69wJdfaurpEpFFY03bKsBMW7JmzDAga8cxTNaM45esHccwWTOOX8t2aK/3A5dzqKgipQTZWbb3A74lArtGyjpcOOMKoKrHkAA/pCMC59BScg6t7c6hhfQcmirPwbsoHQCgktjgrndTyOtHIDckAg4OAkL+9ymkUCN7+Vo4De0HOztg2zZg/nzg0iWgWTNoSjkMquLuE5XCTFt9DNpWAQZtyZrxzSpZO45hsmYcv2TtOIbJmnH8UmUxVs4hIDAfo15JFss2iCUcSpd1eMCJ2rxxB+E4jxY4iwicE5f6uAUAEKAJKW/EsxjrsFGcF62kAQM0pRyM1fJ94InaiEph0FZfjZRHkEqlFappW1RUVEU9IiIiIiIiIiJ6cMbKOTw/Jcnk7OCCfGlx9m6JjF6F3BbZCmPrtshWyJABHxxCZxxCZwCAL9LRFz/iaWxBN/wKexTiDrxxFY0NBmwBYMcOzWJMRSZq8/IC3N1ZUpfIVDUStJ07dy7/cklEREREREREtU5MbAbeWHrugco52DuoYe9QCG+/QpOPEQQBymwl8oocka3QBHQb7f4Zfb6aC0CCywHt8E29Gdjv8QQuFjVFdpYtcEoABPPjM0olkJamWcwhkWgCt+YGfD09AQcHzTlYzoHqCpZHqAIsj0DWjB8LI2vHMUzWjOOXrB3HMFkzjl+ydobGsOP1G3A/cw4Z0R2g9PLQO6asUg5jXk3Sm5hNrN8rL84AzsutnnxAR0fNcveu/r5nnwUefdRwANjVlaUcrAHLI+irkUxbIiIiIiIiIiKqWnkNGyCvYQOj+yujlINSKUFOiYnatJO0ZRtdL67pq1abHk3Ny9Mshnz9tWYxxMZGN5hrKIvXUKavp6emDARRTamRoO0XX3wBAHjuuecgkUjE9fLExcVVZbeIiIiIiIiIiOqMyijlIJMJ8PBWwsNbada11WogL8dGDOJmaevyZhVPzKbN6M2+v558xQmaadRMp1IBd+5oFnO5upoX6NV+7+RUnN3Lcg5UUTVSHkE7EVleXh7s7OxMSnuWSCRQqVTV0LsHx/IIZM34sTCydhzDZM04fsnacQyTNeP4JWtXF8awsXIOfvUKMHzcdZ0yDsUB4OLs3hxF9eQu2tlpgri2tsDNm/r7x44FunXTD/7W5YnaWB5BX41k2iYlJQEA7OzsdNaJiIiIiIiIiIgMMVbOYdy0ayZlB6uKgJxs3bINOoHeEiUcshW69XxVRaYHEgsLy56k7bPPNEtplTFRG9UeNRK0DQ4OxqxZszB06FBERkYiODi4JrpBRERERERERERW4kHLOdjYAm4eRXDzKAKQb/J1BQHIz5MWB3HvZ+4qdOr0lpio7f7226n2MKecgyAAmZma5do1kw8DoJmkrbzArqHgr5ub7kRtLOdgOWpsIrJ3330XLVu2RGRkJAAgIyMDfn5+2LNnD7p161ZT3SIiIiIiIiIiIgsVE5uBmFjTa+5WBokEcHRSw9GpAH71Ckw+zlg5Bx//Agx67qZOJm92iTIOCrktchTmT9R286bhcgxlKTlRmyAAly8X7zt9GnjqKWDiRKBnT07UVt1qLGhrSA2U1yUiIiIiIiIiIqp0xso5jH+t/HIOajWQm22jNymbzrqBMg4KuQzKQtNLOZgyUduKFZqlNGMTtZWX6VtyojYyzqKCtkRERERERERERLXBg5RzkEoBFzcVXNxUqNfAvOsW5Ev1SzbIbZF1/2t2Vskg7/02CluzJ2pTKDRLSop5/bOz0w/kenpKYG/vigYNAG9vw8FeQxO11eZyDgzaEhERERERERERVYGaKOdg76CGvUMhfPwLzTrOUDkHSAR4+xbiiadSS9Xwld0PAFdsorbUVM1S4kIAnMs8TiIBPDyKA7lKJXDqVPH+M2c05Ry2bq0dgdsaDdomJyfjxIkTAAC5XA4AuHz5Mjw8PAy2b9u2bXV1jYiIiIiIiIiIqM4wVs7h5devlpkdLAhAXq5NcRBXbmugrENxGQdNSQfNen6ejdHzGrrOvXuaxdBEbYKgCey+9VbtCNpKhBoqJCuVSiEpVcBCEAS9bSW3q1Sq6ureA8nKyoK7uzu2HtoJF1eXmu4OkVkEQYA6Twmpo8zg7yORpeMYJmvG8UvWjmOYrBnHL1k7jmGqDIf2eleonENFFRZK7gd6bSBPlyCnwEFTviGrdK1ebVZvcYavTkZwCQ4OmonZLJU2biiXy+Hm5ma0XY1l2q5bt66mLk1ERERERERERESlVHc5Bzs7AV4+Snh6F0JdTwmpY65Jf3RQq4EXn26L69ecdIK3EgnQvHlV9rj61FjQNj4+vqYuTURERERERERERFZKKgXiXkopVc5BUyJh3rya7l3lML1KMBEREREREREREZEFiInNwBtLz6Fxs1w4OACRkcC2bcDAgTXds8pRoxOREREREREREREREVVETGwGuvaUo1uL6JruSqVjpi0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWpE4EbT/66COEhITAwcEBHTt2xLFjx4y2XbNmDTp37gxPT094enoiNja2zPZERERERERERERElanWB22//fZbTJkyBfPmzcOJEycQFRWFnj17Ij093WD7xMREDBs2DPv378fRo0cRFBSEHj164ObNm9XccyIiIiIiIiIiIqqLJIIgCDXdiarUsWNHPPTQQ1i5ciUAQK1WIygoCBMnTsTrr79e7vEqlQqenp5YuXIl4uLiDLYpKChAQUGBuJ6VlYWgoCBsOfgzXFxdKudGiKqJIAhQ5ykhdZRBIpHUdHeIzMYxTNaM45esHccwWTOOX7J2HMNkzR5k/Nra2OKxiE5V1LPKl5WVBU9PT8jlcri5uRltZ1uNfap2hYWFOH78OGbOnCluk0qliI2NxdGjR006R25uLpRKJby8vIy2SUhIwPz58/W2C/lKqG2V5necqAYJggChUAU1wH/oySpxDJM14/gla8cxTNaM45esHccwWbMHGb8qqdroJ+otkUKhMKldrQ7a3rlzByqVCv7+/jrb/f39ceHCBZPOMWPGDNSvXx+xsbFG28ycORNTpkwR17WZthIHGaSOsop1nqiGCIIANcC/zpLV4hgma8bxS9aOY5isGccvWTuOYbJmDzJ+bWxs4efnVzUdqwIODg4mtavVQdsH9e6772LTpk1ITEws8wW1t7eHvb293naJRMIHJVkl7djl+CVrxTFM1ozjl6wdxzBZM45fsnYcw2TNKjp+JRIJpFLrmbbL1L7W6qCtj48PbGxskJaWprM9LS0NAQEBZR67ZMkSvPvuu9i7dy8iIyOrsptEREREREREREREIusJQ1eAnZ0d2rVrh3379onb1Go19u3bh+joaKPHLVq0CAsWLMCuXbvQvn376ugqEREREREREREREYBanmkLAFOmTEF8fDzat2+PDh06YNmyZcjJycGoUaMAAHFxcQgMDERCQgIA4L333sPcuXPx9ddfIyQkBKmpqQAAFxcXuLi41Nh9EBERERERERERUd1Q64O2Q4YMwe3btzF37lykpqaidevW2LVrlzg52fXr13VqSaxatQqFhYV4+umndc4zb948vPnmm9XZdSIiIiIiIiIiIqqDan3QFgAmTJiACRMmGNyXmJios56cnFz1HSIiIiIiIiIiIiIyolbXtCUiIiIiIiIiIiKyNgzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBakTQduPPvoIISEhcHBwQMeOHXHs2LEy23/33XcICwuDg4MDWrVqhZ07d1ZTT4mIiIiIiIiIiKiuq/VB22+//RZTpkzBvHnzcOLECURFRaFnz55IT0832P7IkSMYNmwYxowZg7///hsDBgzAgAED8M8//1Rzz4mIiIiIiIiIiKgukgiCINR0J6pSx44d8dBDD2HlypUAALVajaCgIEycOBGvv/66XvshQ4YgJycHP/30k7itU6dOaN26NVavXm3wGgUFBSgoKBDX5XI5GjZsiC92fQdnF+dKviOiqiUIAoR8JSQOMkgkkpruDpHZOIbJmnH8krXjGCZrxvFL1o5jmKzZg4xfWxtbPBr2UBX1rPJlZWUhODgYmZmZcHd3N9rOthr7VO0KCwtx/PhxzJw5U9wmlUoRGxuLo0ePGjzm6NGjmDJlis62nj17YseOHUavk5CQgPnz5+ttj+v1TMU6TkRERERERERERLWWQqGou0HbO3fuQKVSwd/fX2e7v78/Lly4YPCY1NRUg+1TU1ONXmfmzJk6gd7MzEwEBwfj+vXrZb74RJYoKysLQUFB+Pfff+Hm5lbT3SEyG8cwWTOOX7J2HMNkzTh+ydpxDJM1q0vjVxAEKBQK1K9fv8x2tTpoW13s7e1hb2+vt93d3b3WDzSqvdzc3Dh+yapxDJM14/gla8cxTNaM45esHccwWbO6Mn5NSfKs1ROR+fj4wMbGBmlpaTrb09LSEBAQYPCYgIAAs9oTERERERERERERVaZaHbS1s7NDu3btsG/fPnGbWq3Gvn37EB0dbfCY6OhonfYAsGfPHqPtiYiIiIiIiIiIiCpTrS+PMGXKFMTHx6N9+/bo0KEDli1bhpycHIwaNQoAEBcXh8DAQCQkJAAAJk2ahC5dumDp0qXo06cPNm3ahL/++guffvqpyde0t7fHvHnzDJZMILJ0HL9k7TiGyZpx/JK14xgma8bxS9aOY5isGcevPokgCEJNd6KqrVy5EosXL0Zqaipat26NDz/8EB07dgQAdO3aFSEhIVi/fr3Y/rvvvsOcOXOQnJyMpk2bYtGiRXjiiSdqqPdERERERERERERUl9SJoC0RERERERERERGRtajVNW2JiIiIiIiIiIiIrA2DtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQtgI++ugjhISEwMHBAR07dsSxY8fKbP/dd98hLCwMDg4OaNWqFXbu3FlNPSXSlZCQgIceegiurq7w8/PDgAEDcPHixTKPWb9+PSQSic7i4OBQTT0m0vXmm2/qjcewsLAyj+EzmCxFSEiI3viVSCR4+eWXDbbn85dq2m+//Ya+ffuifv36kEgk2LFjh85+QRAwd+5c1KtXD46OjoiNjcXly5fLPa+576WJKqKs8atUKjFjxgy0atUKzs7OqF+/PuLi4vDff/+Vec6KvA8hqqjynsEjR47UG4+9evUq97x8BlN1KG/8GnpPLJFIsHjxYqPnrIvPYAZtzfTtt99iypQpmDdvHk6cOIGoqCj07NkT6enpBtsfOXIEw4YNw5gxY/D3339jwIABGDBgAP75559q7jkRcODAAbz88sv4/fffsWfPHiiVSvTo0QM5OTllHufm5oZbt26JS0pKSjX1mEhfixYtdMbjoUOHjLblM5gsyZ9//qkzdvfs2QMAeOaZZ4wew+cv1aScnBxERUXho48+Mrh/0aJF+PDDD7F69Wr88ccfcHZ2Rs+ePZGfn2/0nOa+lyaqqLLGb25uLk6cOIE33ngDJ06cwLZt23Dx4kX069ev3POa8z6E6EGU9wwGgF69eumMx2+++abMc/IZTNWlvPFbctzeunULa9euhUQiwVNPPVXmeevcM1ggs3To0EF4+eWXxXWVSiXUr19fSEhIMNh+8ODBQp8+fXS2dezYURg3blyV9pPIFOnp6QIA4cCBA0bbrFu3TnB3d6++ThGVYd68eUJUVJTJ7fkMJks2adIkITQ0VFCr1Qb38/lLlgSAsH37dnFdrVYLAQEBwuLFi8VtmZmZgr29vfDNN98YPY+576WJKkPp8WvIsWPHBABCSkqK0Tbmvg8hqiyGxnB8fLzQv39/s87DZzDVBFOewf379xe6detWZpu6+Axmpq0ZCgsLcfz4ccTGxorbpFIpYmNjcfToUYPHHD16VKc9APTs2dNoe6LqJJfLAQBeXl5ltsvOzkZwcDCCgoLQv39/nD17tjq6R2TQ5cuXUb9+fTRu3BjDhw/H9evXjbblM5gsVWFhIb766iuMHj0aEonEaDs+f8lSJSUlITU1VecZ6+7ujo4dOxp9xlbkvTRRdZHL5ZBIJPDw8CiznTnvQ4iqWmJiIvz8/NC8eXOMHz8eGRkZRtvyGUyWKi0tDT///DPGjBlTbtu69gxm0NYMd+7cgUqlgr+/v852f39/pKamGjwmNTXVrPZE1UWtVmPy5Ml45JFH0LJlS6PtmjdvjrVr1+L777/HV199BbVajYcffhg3btyoxt4SaXTs2BHr16/Hrl27sGrVKiQlJaFz585QKBQG2/MZTJZqx44dyMzMxMiRI4224fOXLJn2OWrOM7Yi76WJqkN+fj5mzJiBYcOGwc3NzWg7c9+HEFWlXr164YsvvsC+ffvw3nvv4cCBA+jduzdUKpXB9nwGk6XasGEDXF1dMWjQoDLb1cVnsG1Nd4CIasbLL7+Mf/75p9waMNHR0YiOjhbXH374YYSHh+OTTz7BggULqrqbRDp69+4tfh8ZGYmOHTsiODgYmzdvNukvs0SW4vPPP0fv3r1Rv359o234/CUiqnpKpRKDBw+GIAhYtWpVmW35PoQsydChQ8XvW7VqhcjISISGhiIxMRHdu3evwZ4RmWft2rUYPnx4uRPu1sVnMDNtzeDj4wMbGxukpaXpbE9LS0NAQIDBYwICAsxqT1QdJkyYgJ9++gn79+9HgwYNzDpWJpOhTZs2uHLlShX1jsh0Hh4eaNasmdHxyGcwWaKUlBTs3bsXY8eONes4Pn/Jkmifo+Y8YyvyXpqoKmkDtikpKdizZ0+ZWbaGlPc+hKg6NW7cGD4+PkbHI5/BZIkOHjyIixcvmv2+GKgbz2AGbc1gZ2eHdu3aYd++feI2tVqNffv26WTClBQdHa3THgD27NljtD1RVRIEARMmTMD27dvx66+/olGjRmafQ6VS4cyZM6hXr14V9JDIPNnZ2bh69arR8chnMFmidevWwc/PD3369DHrOD5/yZI0atQIAQEBOs/YrKws/PHHH0afsRV5L01UVbQB28uXL2Pv3r3w9vY2+xzlvQ8hqk43btxARkaG0fHIZzBZos8//xzt2rVDVFSU2cfWhWcwg7ZmmjJlCtasWYMNGzbg/PnzGD9+PHJycjBq1CgAQFxcHGbOnCm2nzRpEnbt2oWlS5fiwoULePPNN/HXX39hwoQJNXULVIe9/PLL+Oqrr/D111/D1dUVqampSE1NRV5entim9Bh+66238L///Q/Xrl3DiRMnMGLECKSkpFToL2FED2ratGk4cOAAkpOTceTIEQwcOBA2NjYYNmwYAD6DyfKp1WqsW7cO8fHxsLXVrVLF5y9ZmuzsbJw8eRInT54EoJl87OTJk7h+/TokEgkmT56Mt99+Gz/88APOnDmDuLg41K9fHwMGDBDP0b17d6xcuVJcL++9NFFlKWv8KpVKPP300/jrr7+wceNGqFQq8X1xYWGheI7S47e89yFElamsMZydnY3p06fj999/R3JyMvbt24f+/fujSZMm6Nmzp3gOPoOpppQ1frWysrLw3XffGX1vy2cwAIHMtmLFCqFhw4aCnZ2d0KFDB+H3338X93Xp0kWIj4/Xab9582ahWbNmgp2dndCiRQvh559/ruYeE2kAMLisW7dObFN6DE+ePFkc7/7+/sITTzwhnDhxovo7TyQIwpAhQ4R69eoJdnZ2QmBgoDBkyBDhypUr4n4+g8nS7d69WwAgXLx4UW8fn79kafbv32/wfYN2nKrVauGNN94Q/P39BXt7e6F79+56Yzs4OFiYN2+ezray3ksTVZayxm9SUpLR98X79+8Xz1F6/Jb3PoSoMpU1hnNzc4UePXoIvr6+gkwmE4KDg4Xnn39eSE1N1TkHn8FUU8p7DyEIgvDJJ58Ijo6OQmZmpsFz8BksCBJBEIQqjwwTERERERERERERkUlYHoGIiIiIiIiIiIjIgjBoS0RERERERERERGRBGLQlIiIiIiIiIiIisiAM2hIRERERERERERFZEAZtiYiIiIiIiIiIiCwIg7ZEREREREREREREFoRBWyIiIiIiIiIiIiILwqAtERERERERERERkQVh0JaIiIiIDJJIJHjzzTdNahsSEoKRI0dWaX8eRGJiIiQSCRITE2u6KxbPEl6rRYsWISwsDGq1utqvvWvXLri4uOD27dvVfm0iIiIiLQZtiYiIiKzA+vXrIZFIxMXBwQHNmjXDhAkTkJaWVi19OHLkCN58801kZmZWy/Woan388cdYv359TXdDT1ZWFt577z3MmDEDUmn1/3elV69eaNKkCRISEqr92kRERERatjXdASIiIiIy3VtvvYVGjRohPz8fhw4dwqpVq7Bz5078888/cHJyqtRr5eXlwda2+O3ikSNHMH/+fIwcORIeHh46bS9evFgjATaquI8//hg+Pj56GdKPPvoo8vLyYGdnVyP9Wrt2LYqKijBs2LAauT4AjBs3DtOmTcP8+fPh6upaY/0gIiKiuovvrImIiIisSO/evTFixAiMHTsW69evx+TJk5GUlITvv/++0q/l4OCgE7Qti729PWQyWaX3gUwjCALy8vIq5VxSqRQODg41FoRft24d+vXrBwcHhxq5PgA89dRTKCgowHfffVdjfSAiIqK6jUFbIiIiIivWrVs3AEBSUhIAoKioCAsWLEBoaCjs7e0REhKCWbNmoaCgQOe4v/76Cz179oSPjw8cHR3RqFEjjB49WqdNyZq2b775JqZPnw4AaNSokVimITk5GYDhmrbXrl3DM888Ay8vLzg5OaFTp074+eefddpo66du3rwZ77zzDho0aAAHBwd0794dV65cKff+U1JS8NJLL6F58+ZwdHSEt7c3nnnmGbFf5fnuu+/Qrl07ODo6wsfHByNGjMDNmzd12owcORIuLi64efMmBgwYABcXF/j6+mLatGlQqVQ6bTMyMvDcc8/Bzc0NHh4eiI+Px6lTpyCRSEwqRXD69Gl06dIFjo6OaNCgAd5++22sW7dO57UGNK/3k08+id27d6N9+/ZwdHTEJ598AkAT9OzWrRv8/Pxgb2+PiIgIrFq1Suc6ISEhOHv2LA4cOCD+LLt27QrAcE3brl27omXLljh37hwee+wxODk5ITAwEIsWLdK7h5SUFPTr1w/Ozs7w8/PDq6++it27d5tUJzcpKQmnT59GbGysznZjdXaTk5P1Xlvtz+v69et48skn4eLigsDAQHz00UcAgDNnzqBbt25wdnZGcHAwvv76a71++Pn5ITIyskr+GEJERERkCpZHICIiIrJiV69eBQB4e3sDAMaOHYsNGzbg6aefxtSpU/HHH38gISEB58+fx/bt2wEA6enp6NGjB3x9ffH666/Dw8MDycnJ2LZtm9HrDBo0CJcuXcI333yDDz74AD4+PgAAX19fg+3T0tLw8MMPIzc3F6+88gq8vb2xYcMG9OvXD1u2bMHAgQN12r/77ruQSqWYNm0a5HI5Fi1ahOHDh+OPP/4o8/7//PNPHDlyBEOHDkWDBg2QnJyMVatWoWvXrjh37lyZJSPWr1+PUaNG4aGHHkJCQgLS0tKwfPlyHD58GH///bdOCQiVSoWePXuiY8eOWLJkCfbu3YulS5ciNDQU48ePBwCo1Wr07dsXx44dw/jx4xEWFobvv/8e8fHxZd6D1s2bN/HYY49BIpFg5syZcHZ2xmeffQZ7e3uD7S9evIhhw4Zh3LhxeP7559G8eXMAwKpVq9CiRQv069cPtra2+PHHH/HSSy9BrVbj5ZdfBgAsW7YMEydOhIuLC2bPng0A8Pf3L7N/9+7dQ69evTBo0CAMHjwYW7ZswYwZM9CqVSv07t0bAJCTk4Nu3brh1q1bmDRpEgICAvD1119j//79Jr0GR44cAQC0bdvWpPbGqFQq9O7dG48++igWLVqEjRs3YsKECXB2dsbs2bMxfPhwDBo0CKtXr0ZcXByio6PRqFEjnXO0a9cOO3bseKB+EBEREVWYQEREREQWb926dQIAYe/evcLt27eFf//9V9i0aZPg7e0tODo6Cjdu3BBOnjwpABDGjh2rc+y0adMEAMKvv/4qCIIgbN++XQAg/Pnnn2VeE4Awb948cX3x4sUCACEpKUmvbXBwsBAfHy+uT548WQAgHDx4UNymUCiERo0aCSEhIYJKpRIEQRD2798vABDCw8OFgoICse3y5csFAMKZM2fK7GNubq7etqNHjwoAhC+++ELcpr3O/v37BUEQhMLCQsHPz09o2bKlkJeXJ7b76aefBADC3LlzxW3x8fECAOGtt97SuU6bNm2Edu3aietbt24VAAjLli0Tt6lUKqFbt24CAGHdunVl3svEiRMFiUQi/P333+K2jIwMwcvLS+91Dw4OFgAIu3btMuk16dmzp9C4cWOdbS1atBC6dOmi17b0ayUIgtClSxe917SgoEAICAgQnnrqKXHb0qVLBQDCjh07xG15eXlCWFiY3jkNmTNnjgBAUCgU5fZJEAQhKSlJ77XV/rwWLlwobrt3757g6OgoSCQSYdOmTeL2Cxcu6I1zrYULFwoAhLS0tDL7TERERFQVWB6BiIiIyIrExsbC19cXQUFBGDp0KFxcXLB9+3YEBgZi586dAIApU6boHDN16lQAEEsTaDNIf/rpJyiVyirp586dO9GhQwfExMSI21xcXPDCCy8gOTkZ586d02k/atQonYmvOnfuDEBTYqEsjo6O4vdKpRIZGRlo0qQJPDw8cOLECaPH/fXXX0hPT8dLL72kUzu1T58+CAsL0yvjAAAvvviiznrnzp11+rdr1y7IZDI8//zz4japVCpmt5Zn165diI6ORuvWrcVtXl5eGD58uMH2jRo1Qs+ePfW2l3xN5HI57ty5gy5duuDatWuQy+Um9cUQFxcXjBgxQly3s7NDhw4d9F6DwMBA9OvXT9zm4OCg85qUJSMjA7a2tnBxcalwP7XGjh0rfu/h4YHmzZvD2dkZgwcPFrc3b94cHh4eBseZp6cnAODOnTsP3BciIiIiczFoS0RERGRFPvroI+zZswf79+/HuXPncO3aNTFwl5KSAqlUiiZNmugcExAQAA8PD6SkpAAAunTpgqeeegrz58+Hj48P+vfvj3Xr1unVvX0QKSkp4sf1SwoPDxf3l9SwYUOddW3A7N69e2VeJy8vD3PnzkVQUBDs7e3h4+MDX19fZGZmlhmg1F7fUB/DwsL0+ufg4KBXCsLT01OnfykpKahXr55eSYbSP4+y+mSorbHjS3+cX+vw4cOIjY2Fs7MzPDw84Ovri1mzZgHAAwVtGzRoAIlEorPN0GsQGhqq187U16CyGPp5ubu7G7wHd3d3g+NMEAQA0GtPREREVB1Y05aIiIjIinTo0AHt27cvs015QSaJRIItW7bg999/x48//ojdu3dj9OjRWLp0KX7//fdKyXI0l42NjcHt2sCZMRMnTsS6deswefJkREdHw93dHRKJBEOHDoVara7y/tWkkhm1WlevXkX37t0RFhaG999/H0FBQbCzs8POnTvxwQcfPNBrUtGfkTm8vb1RVFQEhUIBV1fXctsbu7axvppzD9pArrZ+MxEREVF1YtCWiIiIqJYIDg6GWq3G5cuXxYxWQDMpWGZmJoKDg3Xad+rUCZ06dcI777yDr7/+GsOHD8emTZt0PlZekjkZh8HBwbh48aLe9gsXLoj7K8OWLVsQHx+PpUuXitvy8/ORmZlZbv8AzWRe3bp109l38eLFCvUvODgY+/fvR25urk627ZUrV0w+3lBbU48HgB9//BEFBQX44YcfdLKXDU0EVhUZpMHBwTh37hwEQdA5v6n3EBYWBgBISkpCZGSk3n6FQqGznpaW9gC9LVtSUpKYuU1ERERU3VgegYiIiKiWeOKJJwAAy5Yt09n+/vvvA9DUawU0GYSlMwu1dVTLKpHg7OwMAOUGRLV9OXbsGI4ePSpuy8nJwaeffoqQkBBERESUew5T2NjY6N3LihUroFKpyjyuffv28PPzw+rVq3Xu+ZdffsH58+fF18ocPXv2hFKpxJo1a8RtarUaH330kcnHHz16FCdPnhS33b17Fxs3bjS5D9pM0pKviVwux7p16/TaOjs7m/SzNEfPnj1x8+ZN/PDDD+K2/Px8ndekLNHR0QA0NYcNKR183r59O4DKzfbVOn78uNgfIiIiourGTFsiIiKiWiIqKgrx8fH49NNPkZmZiS5duuDYsWPYsGEDBgwYgMceewwAsGHDBnz88ccYOHAgQkNDoVAosGbNGri5uYmBX0PatWsHAJg9ezaGDh0KmUyGvn37isHckl5//XV888036N27N1555RV4eXlhw4YNSEpKwtatWyGVVk7uwJNPPokvv/wS7u7uiIiIwNGjR7F37154e3uXeZxMJsN7772HUaNGoUuXLhg2bBjS0tKwfPlyhISE4NVXXzW7LwMGDECHDh0wdepUXLlyBWFhYfjhhx9w9+5dAOVntr722mv46quv8Pjjj2PixIlwdnbGZ599hoYNG+Lu3bsmZcb26NEDdnZ26Nu3L8aNG4fs7GysWbMGfn5+uHXrlk7bdu3aYdWqVXj77bfRpEkT+Pn56WUdm2vcuHFYuXIlhg0bhkmTJqFevXrYuHGjONlbeffQuHFjtGzZEnv37sXo0aP19q9Zswb5+flo3bo1/vrrL3z33XeQSCTYtm0bGjVqhK5duz5Q/7XS09Nx+vRpkyeRIyIiIqpsDNoSERER1SKfffYZGjdujPXr12P79u0ICAjAzJkzMW/ePLGNNpi7adMmpKWlwd3dHR06dMDGjRuNTm4FAA899BAWLFiA1atXY9euXVCr1UhKSjIYtPX398eRI0cwY8YMrFixAvn5+YiMjMSPP/5YoSxWY5YvXw4bGxts3LgR+fn5eOSRR7B3715xcrayjBw5Ek5OTnj33XcxY8YMODs7Y+DAgXjvvffg4eFhdl9sbGzw888/Y9KkSdiwYQOkUikGDhyIefPm4ZFHHhEDl8YEBQVh//79eOWVV7Bw4UL4+vri5ZdfhrOzM1555ZVyjwc0E6tt2bIFc+bMwbRp0xAQEIDx48fD19dXLwg6d+5cpKSkYNGiRVAoFOjSpcsDB21dXFzw66+/YuLEiVi+fDlcXFwQFxeHhx9+GE899ZRJ9zB69GjMnTsXeXl5enV7Fy1ahPXr1+Pzzz9HkyZN8P3332PNmjXYsWMHBg0aVGlB223btsHe3h6DBw+ulPMRERERmUsiVMVniYiIiIiICACwY8cODBw4EIcOHcIjjzxi9vGTJ0/GJ598guzsbIucEM0Uy5Ytw6uvvoobN24gMDCwzLZyuRyNGzfGokWLMGbMGABAYmIiHnvsMezfv7/SArNladOmDbp27YoPPvigyq9FREREZAhr2hIRERERVZK8vDyddZVKhRUrVsDNzQ1t27Y1+/iMjAx8+eWXiImJsZqAbel7yM/PxyeffIKmTZuWG7AFAHd3d7z22mtYvHgx1Gp1VXXTqF27duHy5cuYOXNmtV+biIiISIvlEYiIiIiIKsnEiRORl5eH6OhoFBQUYNu2bThy5AgWLlyo91F/Q6Kjo9G1a1eEh4cjLS0Nn3/+ObKysvDGG29UQ+8rx6BBg9CwYUO0bt0acrkcX331FS5cuGDWhGozZszAjBkzqrCXxvXq1QvZ2dk1cm0iIiIiLQZtiYiIiIgqSbdu3bB06VL89NNPyM/PR5MmTbBixQpMmDDBpOOfeOIJbNmyBZ9++ikkEgnatm2Lzz//HI8++mgV97zy9OzZE5999hk2btwIlUqFiIgIbNq0CUOGDKnprhERERFZDda0JSIiIiIiIiIiIrIgrGlLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERERERERERGRBWHQloiIiIiIiIiIiMiCMGhLREREREREREREZEEYtCUiIiIiIiIiIiKyIAzaEhEREREREREREVkQBm2JiIiIiIiIiIiILAiDtkREREREREREREQWhEFbIiIiIiIiIiIiIgvCoC0RERFRFUlMTIREIhGX5OTkKr1eSEiIeK0333yzSq9Vlbp27Srex8iRI6vlmiNHjhSv2bVr12q5ZnWqideUTFNbfm+JiIiocjFoS0RERLVC6QBpycXFxQURERGYOHEirl27VtNdtRjh4eHiaxQREWG0XU5ODlxdXcW2AwcOrMZePrjaGJDdsmWL3jhfuXJlTXerRhUWFuKLL77A008/jUaNGsHFxQUymQze3t5o164dXnjhBWzduhX5+fnV1icGZImIiKiibGu6A0RERERVLScnB+fPn8f58+exdu1afP/994iNja3y64aGhmLx4sXiupeXV5Vf0xzx8fGYOXMmAOD8+fM4fvw42rVrp9du+/btyM7OFterOlNz/PjxePLJJwEALVu2rNJraQ0dOlS8VlBQULVc80GsW7dOb9v69esxYcKEGuhNzTt8+DBGjBhhMJv97t27uHv3Lk6cOIE1a9bgm2++wdChQ6u/k0bMnj0bcrkcAPDwww/XcG+IiIjIUjBoS0RERLXSkCFD0L59exQWFuLo0aP46aefAAC5ubl47rnnkJycDHt7+yq5dk5ODhwdHREUFIRp06ZVyTUqw3PPPYfZs2dDrVYDAL744guDQdsvvvhC/N7X1xdPPPFElfQnKysLbm5uGDJkSJWcvyy9evVCr169qv26FZGamordu3frbT9+/Dj++eefagt0W4qDBw+iR48eOhm0LVu2xOOPPw4/Pz9kZ2fj/PnzOHDgADIyMsw6t3ZMVqXnn3++Ss9PRERE1onlEYiIiKhW6tWrF6ZNm4ZZs2bhxx9/xPDhw8V9qampOHz4sE77U6dOYfTo0QgNDYWjoyNcXFzQpk0bLFy4EDk5OXrnL/2x50OHDiE2Nhbu7u5wcXFBVlZWuTVtVSoV1q5di+7du8PHx0f8KPdjjz2GNWvWoKioyOC9rVmzBq1atYKDgwMaNGiAqVOnQqFQmP0aBQYGokePHuL6pk2b9K7533//Yd++feL6iBEjIJPJkJSUhMmTJ6Nz584ICgqCs7Mz7O3tERgYiL59++LHH3/Uu9769et1Xo/c3FzMnj0bjRs3hkwmw9y5cwGUXX918eLFGDBgAJo1awYvLy/IZDJ4eHigQ4cOeOedd3R+VtrrbdiwQdx24MABnT4kJiYCKL+Ews2bNzF9+nS0atUKLi4ucHBwQEhICEaMGIFjx47ptX/zzTfF84WEhEAul2P69OkIDg6GnZ0dGjdujIULF0IQBOM/ICO+/PJLqFQqAICLiwvq16+vc88VcenSJYwfPx7NmzeHk5MTnJyc0KxZM4wbNw4XLlzQa1/69bp16xZeeOEF1KtXD/b29ggPD8eaNWsMXuvMmTPo27cv3Nzc4Obmht69e+PkyZN6r5kpCgoKEBcXJwZsJRIJVq1ahTNnzuD999/H66+/jrfffhtbt25FWloafvjhBzRp0kTnHCXHw/r16/H999/j4YcfhouLCxo2bAhAk6372muvoXv37ggJCYGrqyvs7Ozg7++Pxx9/HF9++aXOz1L7+qSkpIjb5s+fr3MtLWMlFEo/P65du4aPP/4YkZGRcHBwgJ+fH8aOHYt79+7pvS65ubmYOXMmGjZsCAcHB7Ro0QKrV69GUlKSwfFPREREFkggIiIiqgX2798vABCXdevW6exfuXKlzv6NGzeK+z7++GPB1tZWZ3/JJSIiQrh165bO+YKDg8X90dHRgo2Njc4x9+7d0+tTUlKSeHx2drbw6KOPGr0mACEmJkZQKBQ613399dcNtm3fvr3g7+8vrs+bN8+k123Tpk065/npp5909i9evFhn/6lTpwRBEIQff/yxzL4DEObPn69zrnXr1uns79y5s876pEmTBEEQhC5duojb4uPjdc7h7e1d5jVbtWolvmalr2do2b9/vyAIghAfHy9u69Kli841Dxw4IHh6eho9h1QqFZYuXapzzLx588T93t7eQnh4uMFj33jjDZN+TiVFRESIxz/77LPCq6++Kq77+/sLSqVS75iyXtPNmzcLDg4ORu/P3t5e+Oabb3SOKfl6NW7cWKhXr57BYz///HOd4/7880/BxcVFr52Dg4Pw+OOPi+vBwcEmvRalx+/LL79s1mspCEKZY9Ld3V0QBEE4c+ZMuWNp1KhRBl8fY4tWyWdJyd/b0s+PmJgYg+d59NFHde6nsLBQ7z60S9++fQ2OfyIiIrI8LI9AREREdcLRo0d11gMCAgAAR44cwYQJE8QSAZ06dUKvXr2gUCiwYcMG3LlzB+fOnUNcXBz+97//GT23k5MTRowYgcDAQPz999+wsbEpsz+vvPIKfvvtN3G9R48eiI6Oxu+//y5+9P3QoUN45ZVXsHbtWgDAn3/+iffee0/nHuLi4pCdnY3PP/8cBQUFZr4qwIABA+Dh4YHMzEwAmlIIffr0Efd/+eWX4vdt2rRBZGQkAMDW1hatW7dG+/bt4evrCzc3N+Tk5ODw4cPYv38/AGDBggUYM2YMAgMDDV774MGD6NixIx5//HHk5OSIWY1ladCgAR577DEEBwfD09MTgiAgKSkJ3377LXJycnDmzBl8/PHHeO211/DQQw9h8eLF+Pbbb/HXX38BABo3bozx48eL5wsNDS3zepmZmRg0aJCYzejo6IhRo0bBzc0N33zzDVJSUqBWqzFt2jS0a9cOXbp00TtHRkYG7t27h7i4ONSvXx+fffYZ7ty5AwBYvnw55syZAzs7u3LvHQCOHTuGc+fOietDhw6Fv78/PvjgAwBAWloafvnlF/Tt29ek8125cgXPPfecOHa8vb0RHx8vZijfuXMHBQUFiI+PR7t27dC0aVO9c1y7dg0ODg4YP348HB0dsWrVKuTl5QEAFi1ahNGjRwMABEHA6NGjdeojDxs2DI0bN8bmzZuxZ88ek/pcUskscAAYO3as2eco6eDBg/Dx8cHQoUPh7e2Ns2fPAgCkUinCw8PRoUMHBAQEwMPDA/n5+fj777/x448/QhAErFu3Di+++CI6dOgg1kheuHChOHYef/xxncx2cx06dAjdu3fHww8/jB07duDMmTMAgN9++w2///47OnXqBEAzpg4ePCgeFxkZif79++PUqVP44YcfKnx9IiIiqmY1HDQmIiIiqhSls9KGDBkiLF68WHjnnXf0ssv8/f2FvLw8QRAEYeDAgeL2rl27CiqVSjznsWPHdI7TZpkKgm52nI2NjXD8+PFy+6TNtL1z545OZu7gwYN1jhs8eLDOue/cuSMIgiCMGzdOZ/vFixfFYzZu3KhzLVMzbQVBEMaPH6+T8ZiZmSkIgiCcPHlS55zLly/XO/bixYvCpk2bhBUrVghLliwRFi9eLDg5OYnHfPHFF2Lb0pmvgwYN0nm9tcrKChUEQcjMzBR27twprF69Wli6dKmwePFinazlbt266bQvK4u2vDYffPCBTp937twp7ktLS9PJGu3fv7+4r2SmLQBh2bJl4r4dO3bo7Dt9+rTBPhlS8mfl6ekpFBQUCIIgCKGhoTqva2nGXtNJkyaJ26VSqXDmzBlx35kzZwSpVCru12ZCl369AAg7duwQ9y1btkxnX1ZWliAIgnD06FGd7TNmzBCPuXv3rk42s6mZtk888YTOOXNzc3X2l8w+N3bukvvc3NyElJQUo9dLSUkRtmzZIqxcuVIc74GBgeLxb731lk57Y1m0prQp/fwYOHCgoFarBUEQhIyMDJ1nyIcffige17x5c3F7SEiIzmtS+ufGTFsiIiLLxUxbIiIiqpW+/fZbfPvtt3rbHRwcsGHDBjg4OACATm3bxMTEMjNkjxw5ImaaltS7d2+0bdvW5L4dO3ZMrEkKAPHx8Tr74+PjsXnzZgCaurfHjh1D7969xWxRAGjfvj2aNWsmrg8ZMgQjR46EUqk0uR9aI0eOxKpVqwAA+fn52LJlC8aMGaOTZWtnZ6dTFzg5ORnDhw/HkSNHyjz3jRs3jO6bNWsWpFLTp1hQq9V4/fXXsXz5chQWFlbomuYqmaHt6+uL3r17i+t+fv9n777jm6jfOIB/Mrr3Li2lbGjZmwKyZViRJcsCZa+ibBmKDBlKVUR+DEEEHExlKHvIlLLKEATLsICMDkZbKNCR3O+PNEeSJmlT2iaBz/v1yqu9u+/dPbk8uaRPv/c9X7Rv3x4bN27M1VaTTCbD0KFDxelKlSppLdc3Jqk+GRkZWLdunTjdpUsXsYdujx49MGfOHADAtm3b8ODBA3h5eeW5Tc2Y69Spo3UTs6pVq6JOnTo4depUrraaAgIC0LFjR3Fa3/NzcXHRyl8A6Nu3r/i7h4cHOnbsWOAxedU0x4otiL59++rt8f3gwQNERkZi+/btRtcvzNzTNXz4cPH5eXp6wtvbG4mJiQBe5NCTJ08QFxcnrtOtWzc4ODiI0/3799ca45mIiIgsF29ERkRERK88BwcHVK5cGSNGjMCFCxfQtm1bcdnDhw/zvZ3k5GS98ytXrmxSPLr79PPzMzqtLsiohzAAVAVDTTKZLF9FOn3q16+P0NBQcfqHH36AQqHAmjVrxHlvv/221vY7deqUZ8EWgNEhG0w9bt988w2io6ONFmzz2qepNF8r3ddFd56h4qufn5/4TwIAsLOz01quHpojL1u2bNHaR8+ePcXfe/XqJf6emZmJn3/+OV/bLIznp3vTMEPPTzN/gRdDlBiazg/doTc0C5YAMG3aNERHR6NatWr52p6hnBw4cGCeBVugcHNPl7HjXJTHmIiIiMyDRVsiIiJ6Ja1cuRKCIEAQBDx9+hSXL1/GokWLct053tPTU/y9SZMmiI6ONvho1aqV3n05OTmZFJvmPgGIveUMTXt4eAAA3N3dxXlJSUlabRQKBR48eGBSHJo0e/seOXIE3333He7duyfO69evn/h7XFwczp8/L06/9957uH37NpRKJQRBgI+PT772aepx0+w5HRAQgBMnTiAjIwOCIGDChAkmbSu/NF8r3ddFd576ddJlY2OjNV3Q3qC6vVDffPNNSCQSSCSSXEXJ/PZYLc7np5m/QO4cTkhIMBqrPrrvSd3nPXz4cIwfP16rV7ox+nIyPT0d27Zt09rn9evXkZ2dDUEQUK9ePZPjLoj8HGc3Nzet6cI4xkRERGQeLNoSERHRa61Ro0bi7wkJCRgyZAjGjx+v9YiKioKvr69W25dRv359rWEYdC9X1pyWyWSoX78+ANWQCGqnT5/GlStXxOn169cXaGgEtT59+ogxCYKAsWPHisv8/Py0hgXQLQ6/++67CAwMhEQiwcGDBw32SH5ZmvutW7cu6tevD1tbWzx//hy///67wfU0i11Pnz41aZ+ar3lycjJ27twpTiclJWlNF1Z+6HP37l2TbtR19uxZ/PXXX3m204w5NjZWvPEWAFy8eBGxsbF62xaEZv4CwNq1a8XfHz16hK1bt5q8zU6dOiE4OFicXrhwYb57GedXamqq1nAm4eHhKFu2LGQyGeLi4owe55fJvYJwcXHRGp5i06ZNWj3TV65cWeQxEBERUeHgmLZERET0Whs3bhy2bt0KQRBw7do1VK1aFV26dIGfnx9SU1Nx4cIFHDp0COnp6VpjcL4MLy8v9OvXDytWrAAAbNiwASkpKQgLC8Px48exe/dusW3fvn3FYQkGDBiAZcuWQRAEKBQKNGvWDJGRkXj8+LG4rYIqUaIE2rZtix07dgDQLjD17t0bcvmLr43ly5eHVCoVL8keNWoUzp07hwcPHhRpUahSpUq4evUqANW4rUOHDoW/vz9++eUX/PPPPwbX07yEPjY2FqNGjUJQUBBsbW3xwQcfGN1nZGQkPv30U7Fg3LVrVwwYMACurq5Ys2YNnjx5AkDV63H06NEv+QwNUw9ZodahQwc4OjpqtVEqleL4uoCqQDd//nyj242KisKSJUuQkZEBpVIp5pREIsHq1avF19jW1hZRUVEv9RwaNmyIatWq4cKFCwCATz/9FPHx8ShVqhQ2bNiQ77F9NdnZ2WHVqlVo27YtMjMzoVAo0Lt3b3zzzTdo0aIF3N3dkZiYqDV2tal8fX3h7u4uDj0wa9YsJCUlITs7G99//73RIRECAwNx7do1AKpewA4ODnBxcUG5cuXQuXPnAsdkzODBgzF+/HgAwNWrVxEWFoa3334b58+fL1BhnIiIiMzEfPdAIyIiIio8undaX7lyZb7XXbRokSCXy3PdZV73oSk/d4XXjSk+Pl5c9uTJE6Fp06ZG99e4cWPh8ePHWtucMGGC3rZVqlQRvL2984zJmA0bNujd9oULF3K1HTZsmN62rVq1EgIDA/XGsXLlSoPHU1OzZs3ENpGRkeL8I0eO6H2dnJ2dhS5duojTwcHBWts7e/asIJVKc63n5OQktomMjBTnN2vWTGv9Q4cOCe7u7gZfJ6lUKnzxxRda60ybNs1gPPHx8VrrHzhwwOCxUKtcubLYvkKFCgbbvfHGG2I7X19fISsry+gxFQTV625vb2/w+dnZ2Qlr167VWsfY8TKW96dOnRKcnZ317qNly5bidJkyZfI8Jpr++OMPISAgIM/3MAChdu3aWuvm57zx2Wef6d1W1apVhTp16hg8tgsWLNC7Xnh4uNjG0LnE2HE0tl5mZqZWHmg+2rdvrzV96NAhk44zERERFR8Oj0BERESvvREjRuDs2bMYMmQIKlasCEdHR8jlcvj5+aFZs2aYOnWq1hiuhcHJyQn79+/Hd999hxYtWsDT0xNyuRweHh5o1qwZvv32Wxw8eBDOzs5a682bNw9Lly5FaGgobG1tUaJECURFReHIkSMmjxGr65133sk13m6dOnVQtWrVXG0XLlyImTNnIjg4GDY2NihVqhQmTJiA33//XatXbmFq0qQJdu/ejUaNGsHOzg5ubm546623cOzYMaM3mqpZsybWrl2L2rVra90QLL+aNm2KixcvYty4cahSpQocHR1ha2uLUqVKISIiAseOHcO4ceNe5qkZdfz4ca2exP379zfYVnNZUlJSvm6e1a1bN5w7dw7Dhg1D+fLlYW9vD3t7e5QrVw6DBw/G2bNntW569jLq1q2LY8eOITw8HM7OznB2dkarVq1w+PBhVKhQQWynO/5tXlq0aIGrV69i6dKlCA8PR2BgIOzt7WFraysObTJ69Gjs2rULJ0+eNDnuiRMnYtGiRahYsSJsbGzg7++PwYMH49ChQ7neo5qioqIwffp0lC1btsjeF7psbGywa9cuTJw4ESVLloStrS0qVaqE+fPn4+OPP9Zqa+pxJiIiouIjEQRBMHcQRERERET06svMzIRcLodUqt135MmTJ6hatSpu3rwJQHWJ/7Jly8wR4ivh2bNncHBwyDV//Pjx+PLLLwEAzs7OePDgAWxtbYs7PCIiIsoHjmlLRERERETF4tKlS3jnnXcQERGB0NBQeHh44MaNG1i6dKlYsJVKpS89fu7rrkWLFihbtizeeOMNBAUF4dGjR9i1a5fWzd+GDh3Kgi0REZEFY09bIiIiIiIqFufOnUOtWrUMLre1tcWSJUswYMCAYozq1VOzZk2jQ7qEh4fj119/hZ2dXTFGRURERKZg0ZaIiIiIiIrFgwcPMHv2bBw8eBC3bt1Camoq7O3tUaZMGTRv3hwjRoxA5cqVzR2m1fvuu+/wyy+/4OLFi3jw4AEEQYCPjw/q1q2L3r17o2vXruYOkYiIiPLAoi0RERERERERERGRBZHm3YSIiIiIiIiIiIiIiguLtkREREREREREREQWhEVbIiKiHAcPHoREIhEfN27cKNL9lS5dWtzX9OnTi3Rfhty4cUPrOR88eFBcNn36dHF+6dKlzRKfNXrZ17Wo8uLnn39G/fr14ezsLG6/Zs2aAIDmzZuL8/r16yeuU1T5sWvXLjRr1gxubm7iNtzd3V/6OZJ169evn5gPzZs3N3c4RllTrGSZivLzl5/fRESvBhZtiYjILHQLpJoPZ2dnhIaG4v3338e///5r7lDJTIz9QWutzFWo3717N3r37o1Tp04hPT292Parz4ULF9CxY0ccPnwYaWlpZonBkgsaxf3Po1edoX9IWBNDn5cymQxubm6oUaMGRo4ciStXrpg7VCoGlnz+IiKiwiU3dwBERES60tPTcfnyZVy+fBnff/89tm7ditatWxf5fsuVK4fo6Ghx2tPTs8j3acnatGkDZ2dnAICbm5uZo7EeH330EVJTUwEAjRo1MnM0KuvWrRN/9/T0xMiRI+Hi4gJfX18AwPDhw/H2228DAKpWrVqksWzatAmZmZkAADs7O4wePRre3t6wt7cv0v2S5evZs6eYf0FBQWaOxjhLiFWpVCItLQ1//fUX/vrrL6xcuRIHDx5EvXr1zBIPFZ6X/fzl5zcR0auBRVsiIrIIPXr0QN26dZGZmYmYmBhs27YNAPD06VP06dMHN27cgJ2dXZHsOz09HQ4ODggKCsL48eOLZB/WqFGjRhZTdLQmgwcPNncIudy8eVP8/a233sKMGTO0lvfo0cMssdSrVw+fffZZse3b3NLS0uDq6mruMCxWu3bt0K5dO3OHkS/mjFX9eZmdnY2TJ09i8+bNAFSfl7Nnz8aWLVvytR2FQoGMjAw4OjoWYbRUEC/7+cvPbyKiVwOHRyAiIovQrl07jB8/HlOmTMHvv/+OiIgIcVlCQgL+/PNPrfbnz5/HgAEDUK5cOTg4OMDZ2Rm1atXCnDlz9F7+rXtZ+tGjR9G6dWu4ubnB2dkZaWlpeV6WrFAo8P3336NVq1bw9vaGjY0NvLy80KJFCyxfvhzZ2dl6n9vy5ctRrVo12Nvbo2TJkhg3bhweP35coOMUHx+P0aNH44033kBQUBCcnJxgZ2eHwMBAdOjQAb///rve9Z4+fYpJkyYhKCgI9vb2qFKlChYtWgRBEAzuy9glmJrHadWqVVrLjI31eOHCBfTu3RulS5eGnZ0dHBwcUKpUKbRs2RKTJ0/GnTt3AKherzJlymit26JFC73bPXLkCDp37ozAwEDY2trC2dkZpUuXRvv27TF9+nSx16sxnTt3Frc9YMAAcX56ejpsbGzES5FTUlLEZcOHDxfXad++vThf3xAI6mOiWbCcMWOG1nE05K+//kLHjh3h4eEBR0dHvPHGGzh69Giezwl48RoeOHBAnPfTTz/liq84LiFftWoVJBIJVq5cKc47evRorv2eO3cOI0aMQIMGDRAYGAgHBwfY29sjODgYPXr0MPrc9+3bhx49eiA4OBj29vZwc3ND1apVMWLECNy/f198j2sWrW/evGk0n3/99VeEh4fD398ftra28PDwQKNGjfDll1/i6dOnuWLQ3dbWrVvRqFEjODs7o1SpUkaPkUQiQYsWLbTmlSlTxuBrExsbi759+6JMmTKwt7eHs7MzqlatinHjxuH27dtG95VX3D/++CNq1qwJBwcHlC9fHvPnzwcAZGdnY9asWShTpgzs7OwQEhKC5cuX59rewYMHMXDgQNSuXRslSpSAnZ0dHB0dUb58efTv3x8XLlzItY6xc4dufHv37kWLFi3g7OwMFxcXtG/fHn///bfYXp37hw4dEuetXr1a7zne3LGaSv15OWnSJGzatEmrd/w///xjNM5bt26hT58+8PPzg42NDfbs2QMA+P7779G9e3eEhISIn2+urq6oWbMmJk6ciPv37+uN5ciRI2jevDmcnJzg6emJ7t27Iz4+Ps8xf7ds2YL69evDwcEBfn5+GDx4MJKTk1/qXHTq1Cn0798f5cuXh6OjI5ydnVGxYkX0798f169f12r77NkzzJ8/H40bN4aHhwdsbW3h5+eHt956Cxs2bMi1bd3vB//++y8WL16M6tWrw97eHr6+vhg0aBAePXqUa93C+vw15fyV1xAKjx49wsyZM1G3bl24ubnB1tYWgYGB6NKlC/bu3Zurvfr8rX5kZGRg9uzZqFixIuzs7FCyZEmMHz8eGRkZBp8TEREVgEBERGQGBw4cEACIj5UrV2ot/9///qe1/OeffxaXLV68WJDL5VrLNR+hoaHCvXv3tLYXHBwsLg8LCxNkMpnWOo8ePcoVU3x8vLj+kydPhKZNmxrcJwChSZMmwuPHj7X2O2nSJL1t69atK/j5+YnT06ZNy9dx+/33343GAECYMWOG1jqZmZnCG2+8obdteHi41vSBAwfE9aZNmybODw4O1tqmsdcuMjJSXNasWTNx/t9//y04OjoajX3nzp25Xi99D/V29+3bl+u11H1cvnw5z+O6YMECsX2FChXE+fv27dPa1rZt28RlVapUEefPmzdPnK8Zu/p11Twmhh761m/WrJlgb2+fq62dnZ1w6dKlPJ+X5muo76GOr1mzZuK8yMhIcf34+PgC5Yc+K1euNBqLer8LFy402k4ikeTKOaVSKQwaNMjoemfPns31Htf3UG87Oztb6N69u9G2ISEhwt27d7Vi0Vyu+75zc3Mzeozyik3ztZk/f74glUoNtnVzc9N6vfKiuW6dOnX0bnPq1KlCx44d9S5bsWKF1vbGjRtn9LnY2toKe/fu1VrH0LlDN77GjRsLEokk1za9vLyEpKQkQRDyzn3gxTne3LHmxdDnZXZ2thATEyO4uroajEUzzgoVKgj+/v5a29q8ebMgCILB11z9CAwMFO7cuaO17d9//13vZ7GXl5fQqFEjgzEtWbJE7z7Kli2rdV7VzPe8zJgxQ+9x1n2egiAI9+7d09qPvkfXrl2FrKwsg69BkyZN9K7XtGlTrbgK8/PXlPOXsfPzpUuXhJIlSxrdzqhRo7TW0T1/G3r+ffr0yfdrRkREeePwCEREZJFiYmK0pv39/QEAx44dw8iRI6FUKgEADRs2RLt27fD48WOsXr0a9+/fx6VLl9C3b1+xB5G+bTs6OqJ3794IDAzE2bNnIZPJjMbzwQcf4PDhw+J0mzZtEBYWhuPHj2P37t0AVL0GP/jgA3z//fcAVL1+Pv/8c63n0LdvXzx58gQrVqwoUI8UuVyOmjVrom7duvDx8YGrqyvS09Px559/ir0pP/30UwwcOBCBgYEAgAULFuDIkSPiNmrVqoW3334bFy9eFC+rLQ6rV68WeyaWLFkSvXv3hpOTE27fvo2LFy/i+PHjYtuPPvoIN27cwJw5c8R5w4YNQ7ly5QC8GENy2bJlUCgUAIDKlSujW7dukMvluHXrFs6dO4czZ87kKzbN3o1Xr15FYmIi/Pz8tI4bABw+fBjh4eF4+PAhLl26pHd9fdTjX86ZM0fsifXmm2+iTZs2Rtc7dOgQSpYsiYiICPz3339Ys2YNACAjIwMLFizA0qVLja6vHtdwyZIl4k396tatKw6HUJyXz9arVw/R0dFYv349Tp8+DQAoW7Yshg8fDuDFWLp2dnZo2LAhatasCS8vLzg7OyM1NRX79+/HqVOnIAgCxo0bhx49esDBwQEA8MUXX+C7774T9+Xl5YXu3bvDz88PV65cwdatWwG8GLd6z549Ym8yDw8PTJkyRStOAJgzZ45Wj7uGDRuiTZs2uHz5MjZu3AgAuHz5MiIiIvDHH3/ofc5HjhyBt7c3evbsCS8vrzx7V0ZHR+P69etar+uUKVPg4eGhdYwOHz6MsWPHij31SpUqhV69euHJkydYuXIlnj59itTUVHTt2hXXrl0T18+v2NhYhIWF4c0338T69esRFxcHQHVuAYBmzZqhadOmWL58ORISEgAA8+bN0+ql7uTkhGbNmqFatWrw9PSEg4MDHjx4gO3bt+Py5cvIzMzEBx98oPU+yq8///wTlStXRpcuXXDu3Dns2LEDAPDgwQOsWLECkyZNyjP3gRfjlps7VlP1798f/fv3zzVfKpViwoQJBte7evUqAKBLly6oUaMGbt68KY536uvriw4dOqBcuXLw9PSETCbDnTt3sH79ejx48AB37tzBrFmzsHjxYgCq3qMDBw4UrzCRy+Xo378/PD098cMPP+DYsWN6Y7h9+zbGjBkjTjs5OWHQoEGQSqVYsWJFgW5OuHHjRkybNk2cdnR0RM+ePREcHIz4+PhcV6BERERovRffffddhIaGYu/eveJ3j19//RVz5szBJ598onefR48eRatWrdCoUSNs2bJF7I19+PBhHD9+HA0bNgRQuJ+/ppy/DMnOzkbnzp3FnvgymQx9+vRByZIlsWXLFly8eFGMu3bt2ujbt6/B59+5c2eEhobi559/Fnut//zzz/jss88QEBBg0nMjIiIDzF01JiKi15Nuj5EePXoI0dHRwuzZs4UOHTpoLfPz8xOePXsmCIIgdO7cWZzfvHlzQaFQiNs8efKk1nrnz58Xl2n2XpTJZEJsbGyeMal7Yd2/f1+rN2f37t211tPsjSeTyYT79+8LgiAIQ4cO1ZofFxcnrvPzzz9r7Su/PW3V4uLihHXr1gkLFy4UvvjiCyE6OlqrF+sPP/wgtq1UqZI4v3z58sLz58/FZYMHDzapp4+a5jr57Wn7wQcfiPPnzp2b6zk9fPhQePjwoThtrJen2jvvvCMuX7t2ba7l9+7dE9LT0w0cxReUSqXg4+Mjbmvjxo2CIAhCy5YtxZ5jgKqXtiAIwpYtW8S27u7uWnmor6dtfpbpa+Pk5KTVu61Tp07istq1a+f5vNQM9aTNa3lh9rRVM9ZDUdP58+eFn376SViwYIEQHR0tzJo1SyuWw4cPC4IgCAqFQuu1CwwMFBITE7W2df/+fSElJSXfsSsUCsHT01NsExYWJmRnZ4vLP/zwQ61Yzp49Ky7TnO/q6ircvHkz38dGEAyfhzRp9nZ1cXHRer47duzQWn/+/Pn52q/mOqGhoUJmZqYgCIKwe/durWU1atQQj8XSpUu1lqWlpWltU6FQCCdOnBBWrVolfP3110J0dLQwduxYrXVu3bolts9v79WgoCCtfdWqVUtc1qVLF6318sp9S4rVkPz0sAQgzJkzJ9e6ur38v/76a4P7SU9PF/bt2ycsW7ZM+Oqrr4To6GitXCtbtqzYdu3atVrbXbJkibjs6tWrWj1wNY/P3LlztdZTX12h73nmt6dt7dq1tc6Zmp+1gqC6Ukb9Hjl79qzWPj788EOxXXZ2thAWFiYu8/T0FM/turF17txZUCqVgiAIwoMHD7S+I3zzzTfiNovi8zc/515DbTZv3qy1z8WLF4vLnj59qvX5U6NGDXGZbk/b0aNHi8vOnTuntey3337TGxMREZmOPW2JiMgirF+/HuvXr881397eHqtXrxbvLK85tu3BgweN9pA9duwYqlevnmt++/btUbt27XzHdvLkSbE3JwBERkZqLY+MjBR75CkUCpw8eRLt27cXexMCqh5eFStWFKd79OiBfv36ISsrK99xAMCNGzcQERFhsBeTmroXzZMnT8RecgDQtWtXrRu69e7dW+94lEXhjTfewDfffAMA+Pjjj/Hbb7+hcuXKqFSpEho0aIA33ngjzx7P+rb522+/AVCN3fjtt9+iYsWKqFSpEho3boz69esbHS9WTT3uoroH5dGjR9GpUyecOHECgKqn9bRp0xAbG4tnz55p9Zxq2rQppNKiuU1Ax44dtXosVapUSfxd39iJr4IzZ86gb9++efZKVed4XFwckpOTxfkffPABfH19tdp6eXmZFENcXBwePnwoTvfu3VsrNyMjIzFv3jxxOiYmBjVr1sy1nb59++Y5jm1BaF6J0K5dO63n2759e/j4+IjHJCYmBqNHjzZp+927d4eNjQ0A5BoPs0uXLuKxUPd8V3v06BFcXFwAAHv37sWgQYNw69Yto/u6ffu22HM+v/r06SPuBwAqVqyIs2fPijGYyppiBV7ciEyhUODvv//G2rVrkZ2djSlTpiArK8tg71APDw9ERUXpXfbVV19h2rRpePLkicH9ao6TrPn5Bqiep1r58uXRpEkTHDx4MNc2NNfz8fHRuplb8+bNUbp06VzjyRvz9OlT8XgCqvec5mctoOrN6+TkBCD3VTyan+cymQy9e/cW2zx8+BBxcXEICQnJtV/1mOaAqse2t7c3EhMTAbx4XS3p81dN9/lr9qR1cHBA9+7dER0dDUA1nvrTp0/13qhuxIgR4u+an0vAq/vZRERkDizaEhGRxXFwcEBwcDBatmyJMWPGoHz58uIyzUJKXjQLOZoqV65sUjy6+/Tz8zM6rf6DRfOmVbpFJJlMBi8vL/HS4vzq1KkTzp8/n2c79dALmjHoi0M39oIQdG6mYmjYh3fffRfjx4/HwoULkZGRgZiYGK0/IIODg7F9+3ZUqVIl3/sePXo0/vrrL6xZswYZGRk4ePCgVqGgatWq2LNnD0qUKJHntlq2bCkWbY8cOYIzZ84gPT0dcrkc77//PubMmYOMjAwcP35cq2jbsmXLfMdrKt2CmeYf/OohQl4lz549w9tvv4179+7l2VadZ7rvT90b2BVEQd/zukw91+SXZnz63sN+fn7i+a8gBRTNfxTY2toaXCaXa/8poc7Ju3fvolOnTnpv1KarIMPEFOb7wppiVWvXrp3WTbrKli0r3pxKd3gcTeXKlcv1mgGqm4KNGzcuz/1mZmaKv2t+tri4uIhFUTX1kEa6NNfT18bf39+kou2jR4+0PoPyev8X1ns7P69rcXz+mkrz+Ts7O+d63TRjEgQBKSkpeou2ms9f87kDr+ZnExGRuRRNtxAiIiITrVy5EoIgQBAEPH36FJcvX8aiRYu0CrbAizEIAaBJkyaIjo42+GjVqpXefen+kZIXzX0CEHvTGJpWjx/p7u4uzktKStJqo1Ao8ODBA5PiiIuL0yrYvvfee7h9+zaUSiUEQYCPj0+uddTjFRqKQzf2/NLsvfrs2TOtZepxE/WJjo5GYmIiduzYga+++grDhg0Ti0A3b97U6r2TH3K5HD/88APu3buHLVu24PPPP8eAAQPE1+DixYv5HjNSc1za8+fPi2NP1q5dGx4eHqhfvz4AYOfOnVpj5eY1nu3LUPd2VMtPr2FrdvjwYa2C7bhx45CcnAxBEJCenq53Hd33Z3x8/EvHUdD3vC5TzzX5pRmfvvew5jxTx7MFcuedJn1FP12///67VhH0yy+/REpKCgRByLMHdUHie5n3hTXFaoj63ASoxiw9deqU3naG8lHzKhdnZ2fs2bMHz549gyAIWLRokd51ND/fHj9+nOtzwNA/JI19LhpbzxAPDw+tY5rX+7+w3tv5eV2L6vP3ZWg+/ydPnuQ6r2rGJJFItF4vTZrP/1X/XCIiMicWbYmIyKpo3jgpISEBQ4YMwfjx47UeUVFR8PX1LbSbLNWvX1/r0ujVq1drLdeclslk4h/QdevWFeefPn0aV65cEafXr19v8tAIukXed999F4GBgZBIJDh48KDensUuLi5aly7++uuvWr3FfvrpJ5NiUNP8Q07zBmK7d+9GbGys3nXi4+ORkpICNzc3tG/fHmPGjMGSJUvwv//9T2yjWQzV/aNYX0+4uLg4PH36FD4+PujYsSM+/PBDrFixAlOnTtW7TWMqVaokFpAVCoVYrHjjjTe0fi5btky8+Y63tzeqVauWr+3rPqf89Ox73ejmeEREBLy9vQFA66ZgmipVqqT1D4uFCxfi/v37Wm0ePXqkdYOjvF6HSpUqaRU3fvrpJ60hUnTPAYV5Q7f85L3m/nbt2qVVDNq5c6fWuaA4bzanpvs69u/fXyxgGXodi0per7UlxVpQukVazVzND81jULZsWbz55puwt7eHUqnEL7/8oncdzc83AFi3bp34+7Vr13D06NE810tMTBRvoAmohjwypZctoLrpWK1atcTpH3/8EdeuXdNq8+zZM/E9ovt+0HwvKxQKrc9ET0/PXJf+m6KoPn9f5nNE9/n/8MMP4u/Pnj3TyvkaNWro7WVLRETFh8MjEBGRVRk3bhy2bt0KQRBw7do1VK1aFV26dIGfnx9SU1Nx4cIFHDp0COnp6QbvemwqLy8v9OvXDytWrACg+kM+JSUFYWFhOH78OHbv3i227du3rzh+5oABA7Bs2TIIggCFQoFmzZohMjISjx8/FrdlivLly0MqlYqXHo4aNQrnzp3DgwcPsHLlSoPrDRw4EB9++CEA1R/TYWFh6NChAy5evIhNmzaZHAegukP1nj17AKj+SL5z5w4cHBzEefqsX78e06ZNQ/PmzVGhQgWUKFEC6enpWLt2rdhGsxjs4+MDGxsbsbj90Ucf4fz587CxsUHz5s1Rt25dzJ8/Hz/++CNatWqFMmXKwM/PDw8fPtT6Q9RQTyF9WrRogZ9//hkAxMKfbtE2NTVVbN+8eXOTehkFBgaKBYVVq1bBwcEBLi4uKFeuHDp37pzv7byqdAskvXv3Ro8ePXDjxg38+OOPeteRSqWYMGGCmOO3b99GSEgIunfvDj8/P8THx2PLli04cOCAOO6s5qXjycnJ6N+/P0JDQyGRSBAVFQUHBweMGTNGLP7HxMSgSZMmaNOmDf755x+twkaLFi1Qo0aNQjsGupe1R0VFoW3btpDL5XjnnXdQsWJFjBkzRjwPPn78GPXq1cN7772HJ0+e4PvvvxfX9fT0zDUGd3HQfR3Dw8PRvn17/PXXXwaLgEVF83hu374dkyZNgre3N7y9vdGvXz+LijW/du3ahfv370OhUODSpUtYs2aNuEwmk6FBgwYmba9SpUrYu3cvANU4pr169UJISAh27typ9U85TR07doSvr69YDB02bBhOnjwJNzc3/PDDD+I/tnT16dMHM2bMwPPnzwGohvwZOHAgABTocxEAJk2ahO7duwNQ9R6tWbMmevbsieDgYPz333/Ytm0bFi9ejE6dOqFGjRpo1aoV9u/fDwCYN28e/v33X1SpUgV79uzRGrJn1KhRLz1eeVF8/ubn/GVIeHg4KlWqJI61+/777+PUqVMIDAzEli1bcPPmTbHtmDFjChQfEREVIrPc/oyIiF57undiXrlyZb7XXbRokdadqQ09NGneEXnatGn5iknzru1PnjwRmjZtanR/jRs3Fh4/fqy1zQkTJuhtW6VKFcHb2zvPmHQNGzZM7/ZatWolBAYG6t1eZmam0KhRI73rNW/evEB3r967d68gkUhybc/Ly0uoX79+vu4aru+heddtQRCEzp07620XHR0tCIIgDB061Oj2pFKpsHnz5nwdW0EQhBUrVmitL5FIhPv37wuCIAipqamCVCo1eOdtNWO5tmDBAr1xhoeH52v9/Nw1XJ9mzZqJ6+m7I7uh5fHx8QXKD2M072avmR9q7dq103uMNNfTPWcolUph0KBBRnPh7NmzYvt79+4Jjo6OetslJycLgqC6k3y3bt2MbjMkJES4c+eOVvwFPa9pqlWrlt79bdy4UWwzf/78XPmo+XBzc9N6vfJiKG7dHNBcZuicmZmZKVSrVi1fr6NmjMZyw9hxNbbe1q1b9cZRpUoVi4vVEN3jbOwxY8YMk/d39epVwcXFJde25HK5EBERoTVP0++//673s9jDw0No2LChON2iRQut9ZYsWaI39uDgYCEkJESc7t+/f76OjyAIwvTp0/V+Jqkfmp8D9+7dE0JDQ40ex65duwpZWVkGXwPN7weCYPi8XRSfv/k5fxlb/9KlS0LJkiWNPv8PPvhAa52VK1cazANBKJzzHhER5cbhEYiIyOqMGDECZ8+exZAhQ1CxYkU4OjpCLpfDz88PzZo1w9SpU/N1sy5TODk5Yf/+/fjuu+/QokULeHp6Qi6Xw8PDA82aNcO3336LgwcPwtnZWWu9efPmYenSpQgNDYWtrS1KlCiBqKgoHDlypEDjXS5cuBAzZ85EcHAwbGxsUKpUKUyYMAG///67wbEmbWxssGfPHkyYMAGBgYGwtbVFpUqV8OWXX+K7774zuC/Nm4no9jZq3bo1Nm/ejNq1a8PW1hZeXl6IiIhAbGys3jttA6oeVZ988glat26N0qVLi69biRIlEB4ejt9++w3vv/++1jrLly9HZGQk/Pz89PZ4GjhwICZOnIimTZsiKCgI9vb2sLW1RVBQELp164ZDhw6hU6dOBp+jLt3xaStXriz2nHZ1dc3Vo9LU8WyjoqIwffp0lC1bNl9jg76Ofv31V4wePRolSpSAra0typcvjzlz5hjthSeRSLB8+XLs2bMH3bp1Q1BQEGxtbeHs7IxKlSphyJAhKFmypNje398fv//+Oxo3bmzwfSiTybBhwwZs3LgRb731Fnx9fSGXy+Hm5oYGDRogOjoap06d0roxV2HZtGkTOnfuDE9PT4M9uUePHo0TJ06gT58+CA4Ohq2tLRwcHBASEoIxY8bgwoULaN68eaHHlh82Njb4448/0K9fP3h5ecHOzg5Vq1bFsmXLMH369GKN5Z133sH//vc/hISE5LqpmqXFWhB2dnYIDg7Gu+++i127duGTTz4xeRvly5fH4cOH0aZNGzg6OsLZ2RnNmjXD/v370bp1a4Prvf3229i/fz+aNWsGBwcHuLu7o2PHjjh+/LjWeK66VzsMGzYMmzZtQt26dWFnZwdvb2/06dMHMTExWp87plwlMW3aNBw/fhyRkZEoW7Ys7O3t4ejoiLJly6JPnz6oWrWq2Nbf3x+nTp3Cl19+ibCwMLi5uUEul8PHxwft2rXDunXr8MsvvxTKObqgn7/G5Of8ZUxISAjOnz+P6dOno3bt2nB2dhY/izt37ozdu3djwYIFBYqNiIgKl0QQdG75TERERARg6NChWLZsGQCgTp06OH36tJkjIiIiS/H8+XPY29vnmn/nzh2EhoaK40jPnj0bU6ZMEZc/e/ZM7yX8586dQ926dcUxeX/++We89957RRQ9ERGR5WMXDyIiItJy+vRpXLhwQWvcTlPHSCQiolfbrl27MGnSJPTq1QsVK1aEk5MTrly5goULF4oFW2dnZwwYMEBrvWXLluHHH3/Eu+++i3LlykEmk+HixYtYuHChWLAtWbIkx/kmIqLXHou2REREpGXQoEFaw0s4OTnxhiRERJRLXFycwWEkXFxcsH79evj7+2vNFwQBsbGxiI2N1buen58ftm7davSGWkRERK8DjmlLREREerm4uKBNmzY4dOgQypcvb+5wiIjIgtSoUQPDhw9HlSpV4OHhAZlMBldXV9SpUweTJk3CpUuX0L59+1zrNW/eHP369UPFihXh5uYGmUwGDw8PhIWFYdasWbh06RJq165thmdERERkWTimLREREREREREREZEFYU9bIiIiIiIiIiIiIgvCMW2LgFKpxN27d+Hi4gKJRGLucIiIiIiIiIiIiMgCCIKAx48fIyAgAFKp4f60LNoWgbt37yIoKMjcYRAREREREREREZEF+u+//1CyZEmDy1m0LQIuLi4AgJs3b8Ld3d28wRCZSKlUIjk5GT4+Pkb/40NkqZjDZM2Yv2TtmMNkzZi/ZO2Yw2TNXqf8TUtLQ1BQkFg/NIRF2yKgHhLB1dUVrq6uZo6GyDRKpRLPnz+Hq6vrK3+ipFcTc5isGfOXrB1zmKwZ85esHXOYrNnrmL95Dan6ehwFIiIiIiIiIiIiIivBoi0RERERERERERGRBWHRloiIiIiIiIiIiMiCcExbIiIiIiIiIiKi192tW8D9+7nne3sDpUoVfzx5sbZ4TcSiLRERERERERHR68jail6Mt+jcugVUqgQ8f557mb09EBdnWTFbW7wFwKItERERERER0cuytuKMtcQKMN6iYm1FL8ZbeAThxUOpVD1u39YfK6CaHxcH2Nq+aK9+aG7jZaazs2H78CHg6gpIJHmvc+2a8Xjv37esfCgAFm2JiIiIiIgKylqKM2rWFK+1xWqpxRld1hQrwHh1aRavdH/PzoYkLQ2wsclf0euvv4wXvf78U/UeNKUIV1gFPH3Lbt0yHu9nnwH+/kUTS36mdeelpBiPt317wNGxeGNUTwuC6bnXpo3p65hACsCzSPdgfVi0JSIiIiLLYm2FGsZa+KwlVhaTio41xQqo8tVYcSYhQVVMKmixq7CKZoIA/POP8Vh//RUoU6ZoYi3I87h3z3i8o0cDXl7miU3f9LNnxuOtUweQywtecDNCCsDPaAsTvfdeYW6t6C1ZYu4ITHPpkrkjIAvHoi0RERFZFmsp1gCMtShYU6GGsRYNc8Wq71JRY4UaQQCuXDFenDl7FsjIML0IVBhFJ33t4uONx/vNN0DJkkUfR37aPXxoPNaePQFn50LtASgRBHhnZUEikZi+nexs4/nVoEH+c9Hcxo41dwSm2bzZ3BGYRt9nMb2+pFJVr2iJRDUtkbyYp54ujIdUqn/7mvvPyAD++89wrOXLA05Ohtc3tG3dNrptc2ITJBKky+VwEgRIDG1X/TykUuDRI2DXrkJ8MSwPi7ZERK8LayrYWEOcAGMtCiwsFQ1rijWv3mrJyYaLSi9bKDL197x6q23dCpQrV3gxvUy8d+4Yj3XiRNX54CULiBKlEu7Pn0Miz/kzoyDFs/R047E2bqwaU6+wj1lBLhXNS6dOhb/NovTll+aOIP9iYgp9kxLwD2TKB93Ck3qeupgkCEBmpuH1nZ1fDF9QGIU4jWlBIkGmXA5bpVL1zwdjBTOJRNUr+O+/Dcdau7ZqfFF92zBUVNM3beh39bRmIc5Y+/v3gXXrDMfbvz8QEKC9fZlMf+FPc55Mlnv/mtMFfd7x8cDkyYbjnT9f9T3BUly/DowZY3h5VFSRxisIAp4AcARU+ZuX69dZtKWCy8zMRKaek7VUKoVcLtdqZ4hEIoGNjU2B2mZlZUEw8OWzqNoCgK2tbYHaZmdnQ6lUFkpbGxsb8U1eVG0VCgUUCoXqP1EPHuRu6+cHSXCwdlsD5HI5pDkfDEXa9sYNvbHCywvyMmXEtkqlEpmZmeK0LplMBlnOB5tSqUS2kZ4FBWp76xaUycnI1n1uXl5AUFCu7QqCgKysrHzFkFdbzfdnvtrevQvcv69qqxmvRqy62wWMv5eL5Bzx33+Q1KwJmydPxFlZNjYQAFXB5uxZrXjNdo747z+gVi3xj3VbjeOf7eQE5fnzWnEa2m52drbRHC6Uc4ROrABgk50NiSAA9vZQXLoERWBgvrZb5OcIPbECgFyhgNTWFoiLgyIwMN/bNfpeFgTIJBLIpFJAqYQyOxvZWVmqoohqZa1iiQzQbnvhAqBQqP6Y0SHLyoLs1CngyRMoFQrVdg0UYGQAZBIJoFRCUChU708DhRqZIECWE7vY1sB2pQDkOdPCjRuqtnpihUIB6YIFkAcEvNiuoSKRUgmpIECuVEKiUMA5PR1Z9vaqXNITh1SpFGOAUolMPcdV/btEqYSNQiH2WMs0ECveew8SJydV25z1syQSCDpxam1X4/hnSSSq97Ke5ya2zZkvtjVwjG018jRLLoeg+6U9LEz8VescIZdDaeQLviltbbKyoF6aLZNBaeBcAgA2gOG248Zpt1WfIwAoZDIojG3XhLby7GxI89PWxka7rVQKhfoP1V9/zb1dhQLSnPeuVlt9MeS0lQCwlUqRZaStTKGALGe7SqkU2fra5uSqVluJBNlyOZCYqH+7SiVkOecxsa2hGDTaChIJsgqprVSphFzdFqrP2kJpKwiQa5x39b6XC9BWIgiwKWBb8XuEvrZQvY8K1Fbf+16Draltc4on2TIZlJrFG52HbXY2BIkESqkUSpkMgqFCFwAbjYJYtlQKpVwOZGXp/5tAfT4JDES2o6PqHKGvx5tEorVd8T1noHhkIwgvvkeo3/cG2soBSDW3+/gxcPy43mMmz86GtFUrwNMTipz2egtoUmnu7RoqcEmlkEskqrZSqer9aaiAlvMdQqbZ9t49YNkyvfHKFArIxo4FgoOhBFTb1ffI2aYsJweUALL1HCt9bQUAWYKg3YNQMwb19x7k/P1w/brqH2F6SJVKyD/9FChXTtXWyHdQqUQCueZ289FWEAQ8AuCuUKiOdx7bxfXryPzwQ4PblfTuDZvy5cXpTCPfFSUSCWw0Pn+ylErjfz8UpO3168j65RfD7/tq1WCrEa+x7QKArcbnT7ZSCWUhtbWRSlXvT3t7498jBEHrvZzv7QJQKJVQFFJbuVSqyhdXVyjs7KDQl2s2NoCzM+SCIOaWQhD0t9Xdbj7bqikFAdlG2ornCFdXKG1tka3vudnbA25uqnNEUdYuULB6hLG/8TVJBGMZbGXu3LmDiRMnYufOnXj69CnKly+PlStXom7dugBUB2fatGlYvnw5UlJS0LhxYyxZsgQVKlQQt/Hw4UO8//77+P333yGVStG1a1csWLAAzs7O+Y4jLS0Nbm5umDRpEuzt7XMtr1ChAt7TGBtmzpw5Bl/g4OBg9OvXT5yOjo7G06dP9bYNCAjA4MGDxemvv/4aqampetv6ODtjRIsW4vTiAweQrFHM0eTm5obRo0eL08uXL8fdu3f1tnV0dMSECRPE6VWrVuHmzZt629rY2GDKlCni9Jo1a3D16lW9bQFgWocOql+8vbHxxAlcMjL+y+TJk8UCzpYtW3D+/HmDbcePHw8nJycAwPbt23H69GmDbUeNGgV3d3cAwJ49exBj5D/8w7/7Dr5//gmUKoWDBw/i0KFDBtsOGjQIgTnFnT///BP79u0z2DYyMhKlS5cGAJw8eRI7d+402LZXr16oWLEiAODc/v3YevSowbbvNm+OKs2aQalUIiYmxmgMHTt2RM2aNQEAV65cwdq1aw22bd++PerXrw8AuHHjBlavXm2wbevWrdE4KAioVAl3PD3x3ZAhBts2a9YMzZs3BwAkJSVhiZHxi8LCwtAmZ9D0lJQULFiwwGDbunXrIjw8HACQnp6OL774wmDbGuXLo9OgQWIhZO5HHxlsGxoaim7duonTM2bMMNi2yM4Rd+5g8PLl4vTXo0cjNSefdfl4emJEz55iMWXx+vVITknR29bNyQmjO3QQCy7L9+/H3UeP9LZ1tLHBhObNxQLNqthY3DRwnrLJzMSUOXPE6TXvvYerOfmsz7QyZcTC37rERFw18iE72cUFtgCgVGLL8+c4b+QL6PjsbDjlHIftMhlOG/ljfdTXX8M95zjtGTECMb6+BtsO//df+D5/DiiVOOjjg0N+hkcgG3T+PAIfPwaUSvwZGIh9Rv7DHXnsGEonJwOCgJOlS2NnzntVn14//4yKV68C/v44FxKCrc2aGWz77rZtqBIXByiV+LtiRfzSsaPBth23bEHNc+cAAFcqVMDaiAiDbdtv3476p04BAG6ULo3VGvmsq/WePWh87BgA4E5AgPFzxMGDaH7wIAAgyccHS6KiDLYN+/NPtNm7FwCQ4u6OBRqfebrqnjyJ8B07AADpjo74wsgfOjXOnUOnLVsAIO9zxN9/o9vGjeL0jOnTDbatcOUK3luzRpyeM2UKsjT+aaEp+MYN9Fu1SpyOnjABT3M+83SZdI5ISsKIxYvF6cUjRiDZQL67paRg9Ndfi9PLBw/GXQP/0HBMT8eE6GhxelW/friZ85mny+RzhMYx3ditGy5VqWKw7eTZs8XC0JZOnXDeyPto/Lx5cMo5725/6y2czvnM00frHPHmm4hp3Nhg2+GLFsE3ORkAcLB5cxzK+czTZ9CyZQjM+W72Z6NG2GfkRiGRq1ah9I0bAICT9ephZ85nnj7iOQLAuZo1sdVIr9F3N2xAlZzvZn+HhuKX7t0Nti2yc8SRI2h85gwgkeCOnx++69HDYNtmsbFofvYsIJEgyd0dS7p2Ndg27NIltDl/HpBIkOLkhAXq76R6mHSOuHcPneLiAKkUmVIp5jZpYrBt6MOH6BYfLxaNZhjJyQpPnuC9e/fE4tOc0qWRZaBgkOsc8fHHeGrgcy5AqcTgrCwxhq9lMqQaKJz4SCQYYW8vxrD46VMkG/gD3E0qxWgfH7Ht8uRk3DXwvUfrHDFnDlbJZLj57JnetjZSKaZoHKc1167halqa3rYAMK12bSgFAUkADsfH47KB7z0AMLlGDbGAs+XGDZx/+NBgW/EcMX8+ttvY4LSRS+NHVakCdzs7AMCe27cRk5RksO3wkBD4OjgAAA7evYtDCQkG2w6qVAmBOef+PxMTse/OHYNtI1etQulRo4By5XAyORk7jVwq3atcOVR0cwMAnHvwAFsN/N0HAO+WKYMqHh4AgL8fPcIv8fEG23YMDkZNLy8AwJXUVKy9ft1g2/bbt6P+e+8B5crhxuPHWG3k78nWgYFonPN96056Or6LizPYtpm/P5oHBAAAkp49w5LLlw22DfP1RZuSJQEAKRkZWGCk52rdkycR/uabQLlySM/KwhcXLhhsW8PTE51yPgMzFQrMNfI3bai7O7qVLSvm8LdnzxpsW8HVFe+pC5vJyZhz/brh7xF2duin8XkZ/ddfeGrgO3aAoyMGV64sTn998SJSDRSmfOztMSI0VJxefOkSkg1cYeFma4vRVauK8S4/cQJ3c14bXY5SKSZovO9XXbmCmwbqHAU5R6ht/PdfXMrPOSI5GVu2bcP5GjUMth1frRqccv5htv3WLfOfI65fxz4Df58BQGSFCijt4gIAhX6OCHF3RxKA+48e4dec7yr6aJ0jbt3CWiPHzOR6RM53szt37uC7774z2PZl6xHPnz/HZ599htTUVLi6uhpc95Xpafvo0SM0btwYLVq0wM6dO+Hj44OrV6/CI+eDAQDmzZuHb775BqtXr0aZMmUwdepUtG3bFpcuXRKLqxEREbh37x727t2LrKws9O/fH0OGDMEajT+OXgn//guMH/9iesQIwEhxwSLUqaP6aW8PLF1q3ljyIyNDdflGfi43zc5WXUKjVKr+S2/Mw4eAnZ2q6GXkgwKAqneduifUtWvG2164oPoSrlBAbuRLFADg3Dng5s38xXDihGqAdaVSdfmNMUeOAElJhi+J1HTgALBv34seWnr+QSLatw/YskXVViJR3QTCkL17gR9/fNFW48tELocO5S9WdQyfffaiN1nnzobbHjgAfPTRi7Z9++rvyQeo7ug6atSLtlFRqjuQvqx//tE+Jxg7R9y5A2h8QcPgwYChHqYpKarLWtX69QMMFGRMFhkJQHUDBptu3QAjBRlMmvTivdapE2Dkj1989RWgLoS/9RZgpCCj5epV4+fVnTtVl3kDQPPmgJGiLU6cANT/LGvUyPhlSVeuAOovOTY2xp+bmvrmKMY8fQo8fqz6PSMj723Sq0+3x5ohEgng4qJ9maIhUqnqSgV9V4Xo2265ci96aRkoRotq1HgRg8b3Q70aNnyxD2PvTVOFh6s+86VSwMfHeNuuXVW9oHN6khgVEaH6HJBKDX9eFMTQoarvHBKJ6n2vPgfoM2IE4OwMpUSC1PR01ee5IVFRgKenKt60NNXlo4WhZ0/VZyKgGmLBSEEG4eGqzytA9f3ESEEGzZsDvXurfs/IMH4psSmqVFHFAaheayMFGZQtC7Ru/WL6zBnDbQMCgKZNX0yfO/fiaoe82NgYHibC2Vn78/7iRcOXgNvZASEhL6YvXTL8nUku1/7ekJKS9/dhAHBwUB03a2Bjo3of5/Vd2BLIZHmfcyyJtcUrlVpWvD4+wO3bht/3hfmZUhh8fIDgYMPnCCNXpZiFj4/qCiEDnWoskrMzYKRoa3Hc3F7pcaJfmZ62kyZNwp9//okjR47oXS4IAgICAjBu3DiMzylWpqamws/PD6tWrULPnj1x+fJlhIaG4tSpU2Lv3F27duGtt97C7du3EWDgvzm61D1tk+VyuKr/iPn5Z9VYcoKgumRJIhGLLJnqSwZ1L0FUX36Yc9kolEpkZmfnvpRQffmhIMBGInlxWaNC8eKyRvU6N28Cs2cbvmRpzBjVFz2NdSQ5XfbFyxoViheXQOrEC6USthq/ZwmCKgY98UIQVG1zfhcvBRAE1Ztuzx6t46p1WWOLFlC6uRm8HFS8pFCpRLYgQKlKAv1ts7JetAVUbXVfj5zlNpmZYlsFAEV2tqqIqodNdjYkOX/oKKC6rNDQuGn5vqxRt20+L1U0ta3BSxVz5OuyRn1tTbhUkZc18rJG3bZmu/TZlLbmvvRZIlG1zfldIZNBIZcbvEGK+L53dITC1lZ1jjBwWaFcqRS3q5RKVe9PA21lStXwBGJb3bHEALGnlkypVF3eJJGo3veZmaqCtx4ypRKyKlUAFxfVdnUv2dSMQSJRxSCVqt6f6ktMNS/DzIlRbCuRQJBKVT3S9I1PBp1LFR8+RNa2bQZfN2n37pD7+r7Yrua2dH5Xb1cpkeCRVAonvLjkVHesN6lMpvoekbNuZk7sWpfb5jwkUilsZDLV5//MmYbPEdOnQ1KmjKptznaygBfvT53ibFFdAgkAtjduiOOp6T1HfP656q7mKIbLGvNqGx8Pm7FjDZ8jNGLV3W6RXNZorG18PDBxouHvETqx5tpuPi+BVAoCEgQBnkqlwUtzxcsaYeASyJxYAQPfI/TECmhfopznpZUSncuZC9r2/n1VoTjnM0jru4GNDbIWL1aNFaxHQS59VjN2ibLRtjrxan03sLFBppF4i+XSZ822OrGq2WZlqQpJS5ciy8urUC99VvdS9MyjyG3wHHH/fq5/btgAkLi5AT4+5r/0WbOtnlgBQO7qCmnOP50L+9JnqbH3vQa95wgD8cpcXSHLideU932RnyMMxCt1dVV9N8jHdgtyjlDncL6HR4BpQx6YfXiEPNoC2u97sw+PUIRti/17hL62RTA8QhIAb0Ewehz0niPS0lT/HOzRQ/VPPXXboh7aEQUbHiEtLQ0+Pj6vT0/b3377DW3btkW3bt1w6NAhBAYGYsSIEeJwAfHx8UhISEBrjf9Qu7m5oUGDBoiJiUHPnj0RExMDd3d3sWALqLpHS6VSnDhxAp0N9IzLyMhAhkavo7ScLvW22dkQLzIwcomY/gsRXr6tKf8TEwsu8+YV7nZNaGtKMsoPHCia7ZrQVpbzMCqnR0G+2qq3q1CIBcY82yqV4h8yhdlWqi6+F3ZbQdAqrBVWW0lRtQUKpa2QU+jQHBvNBshdaNKYJ6gvKZRIVP+M0dc2Z3uCej2p9MV2NYs3UimQkQGJziUxmoVWoXRp1Yebxj4Ejd/lutvT2L/etnqKXerfBY35cs1tSiRAaiokhw/rPY7y7Gwo27R58cekzn6U6uMhkeCJTAYXqL7k6SuSCeqYpVJIpVJVMVJPIU39ugkAIJNBKnkxHhvu3oV00SLDOTFmDORBQQaLf4LGsZBIJKoinG6sms8vZ5lWW911cqjfkRLknNeuX4fUyJ2glbNmQVKuXJ7nQM13epG1zSvWfv3EnsZmj/f6ddgauWO1sk4dKDV6Rednu0pBQCYAN8DgH1taMeRzu0hNhRSGz1NKBwfAyUlru3l9bml+mVYX3gulrYsLJDY2kGRlaf2jCVAVwQT1DVF0tiu+P/MRQ15tBUD8I89oW1dXVfEo57jKFQqx559urLrbFd/L+Yghr7aaz89gW1dXSADxn0XAi+8G+mLNtV1ojzdnKAalIIht8/t65NquOladfJUKAmwAg7Hmud2iaOvrC3zzjeqPRXVbjechz6NHtTXHW6jve31t9cQqxuvqCnh7i/9wy89283OOUAoChHy0NXiO8PXNdZWNkPOAIJi03SI/R+iJNVdb5D/XTGmLgrTNR7wF2u4rFq86h1/qHFxIbYv8HFHIbc3yPeIl2hb79wh9bVH45wj1UTY5L9UPuVz10GyrUa+QG+nAVZxt82ovts1XKyvw77//YsmSJRg7diymTJmCU6dO4YMPPoCtrS0iIyORkFOs8NO5xM3Pz09clpCQAF+dE6tcLoenp6fYRp+5c+caHZ+SLI9mgUlf0UmrKKZur6cHExQKyIyMe5Pl7f3isn3NYo2+QotmMSuv2DTWNbSOWCTM2bbkyRM4xMYajPVZo0ZQurtDKZUiQyqFnSBAorG+oGffWvsxUJTKVbjLOZkKGsdXsxeZNDkZrj//bDDO1IEDoVDfEVSnsGao4KY3ZmPPJ5/HWn7zJrw0xmXWdf/LL5GtMRC+OcmvX4e3kULYgw8+QLYF3LlUfv06vA0UbQHgYbt2ecapFASkAngK40WvlyV3cID+vkgqDwMCkF1YQz+8JDlgPFbk3IzDAkhdXeGTU7DTJdjY4L6rK/L3b6KiVxSxKgGkQvVF2/hXVdNY03GFjw+kS5ZAqufzVenqCmVewwoUJ8aae1sohBy2puMKqC5/tbSYjLGmeIs51qI6BxMVF+YwWbOXyl+ZDLC1VfVyzxn315I9NjbklIZXpmirVCpRt25dzMm5IUWtWrVw8eJFLF26FJE54xwWlcmTJ2OsRjEkLS0NQTp3NxeqV1eNDaKvB5VO4c5Q7zStXmLqtprraP40tPzBA0h/+83gc1F2764au03PPgv8u75p9aUFenrsQSIB/vsP0rlzDcc5fbrqsjhD6+srFOoWZE1gcI3r1wEjhTDZlCnGx54sTtevA0aKtnbvvguUKwelIOAJAHcUbcHLoOvXVcOJGOBSpYrlHFNj4+gC8DTH8TPE1RWCkYKNp6WMrVUIcSqhes/6oIi/rFrLMQWsK1YfHwhLlkDQ9w8xV1d4W1KhoQhiLbL8tabjCrCoVFSKIdZCy2FrOq70yii27xBERYQ5TNbspfJXoVCNs+7trTU8gqWyz6OWoPbKFG1LlCiBUJ0bBoWEhODXX38FAPjn3GAlMTERJUqUENskJiaiZs5NWvz9/ZGkc9OE7OxsPHz4UFxfHzs7O9jlUcmX9O9fqIWmApeCrl8HjBRtpWFhllEQy+MmN1I3t7xvIlIc3Ny0LovUYmOjitNSCncmxCqB6iRplqLtK3pMzc7XV3UDPz0FG4mrKySW8odxIcVZLDlsLccUsK5YAaOXFFqcIoi1yPLXmo4rWTWzfo8geknMX7J2zGGyZi+dvxpX8VoyaT5jfGWKto0bN0aczh1ir1y5guDgYABAmTJl4O/vj/3794tF2rS0NJw4cQLDhw8HAISFhSElJQWxsbGoU6cOAOCPP/6AUqlEgwYNCh6c+m6hlkBn7DUtjNN0Pj4GCyFwdbWsHiLWEqu1xAlYV6yA9fRaspY4AcZKREREREREReKVKdqOGTMGjRo1wpw5c9C9e3ecPHkSy5Ytw7JlywAAEokEo0ePxqxZs1ChQgWUKVMGU6dORUBAADp16gRA1TO3Xbt2GDx4MJYuXYqsrCyMHDkSPXv2REBAgMkxKefMUXXLtqTijbUUmawlTsC6CiHWEqu1xAlYV6xEREREREREZBVemaJtvXr1sHnzZkyePBkzZ85EmTJl8PXXXyMiIkJs8+GHHyI9PR1DhgxBSkoKmjRpgl27dmmNJfHzzz9j5MiRaNWqFaRSKbp27YpvvvmmYEGVKQM4Ob3sUyt81lJkspY4iYiIiIiIiIiICpFEEATB3EG8atLS0uDm5oZHa9fC3RKLtkRGKAUBSQB8wXGQyDoxh8maMX/J2jGHyZoxf8naMYfJmr1U/qamAs+fAxERVnEjMnXdMDU1Fa5Ghv+0/NF5iYiIiIiIiIiIiF4jLNoSERERERERERERWRAWbYmIiIiIiIiIiIgsCIu2RERERERERERERBaERVsiIiIiIiIiIiIiC8KiLREREREREREREZEFYdGWiIiIiIiIiIiIyIKwaEtERERERERERERkQVi0JSIiIiIiIiIiIrIgLNoSERERERERERERWRAWbYmIiIiIiIiIiIgsCIu2RERERERERERERBaERVsiIiIiIiIiIiIiC8KiLREREREREREREZEFYdGWiIiIiIiIiIiIyIKwaEtERERERERERERkQeTm2GlKSgqOHTuGS5cu4f79+5BIJPD29kZISAjCwsLg4eFhjrCIiIiIiIiIiIiIzK7YiraZmZlYs2YNVq1ahaNHj0KpVOptJ5VK0bhxY/Tv3x+9evWCnZ1dcYVIREREREREREREZHbFMjzC0qVLUbZsWQwbNgyurq6YP38+jh49irt37+LZs2d4+vQp7ty5g6NHj+Krr76Cm5sbhg0bhnLlyuHbb78tjhCJiIiIiIiIiIiILIJEEAShqHdSqlQpjB07Fv3794ebm1u+1klLS8P333+Pr7/+Gjdu3CjaAAtZWloa3Nzc8GjtWrg7OZk7HCKTKAUBSQB8AUglEnOHQ2Qy5jBZM+YvWTvmMFkz5i9ZO+YwWbOXyt/UVOD5cyAiAnBwKIrwCpW6bpiamgpXV1eD7YpleIR///0Xcrlpu3J1dcXo0aMxcuTIIoqKiIiIiIiIiIiIyPIUy/AIphZsC7ru9OnTIZFItB6VK1cWlz9//hxRUVHw8vKCs7MzunbtisTERK1t3Lp1C+Hh4XB0dISvry8mTJiA7OzsAsdPREREREREREREZIpiuxGZIUqlEqmpqdA3SoOnp6fJ26tSpQr27dsnTmsWfceMGYPt27dj48aNcHNzw8iRI9GlSxf8+eefAACFQoHw8HD4+/vj2LFjuHfvHvr27QsbGxvMmTOnAM+OiIiIiIiIiIiIyDRmKdpmZWXh888/x/fff4///vsPSqVSbzuFQmHytuVyOfz9/XPNT01NxYoVK7BmzRq0bNkSALBy5UqEhITg+PHjaNiwIfbs2YNLly5h37598PPzQ82aNfHpp59i4sSJmD59OmxtbU2Oh4iIiIiIiIiIiMgUZinaDh06FKtXr0bDhg3RqVOnfN+cLD+uXr2KgIAA2NvbIywsDHPnzkWpUqUQGxuLrKwstG7dWmxbuXJllCpVCjExMWjYsCFiYmJQrVo1+Pn5iW3atm2L4cOH4++//0atWrX07jMjIwMZGRnidFpaGgDVIMrKor/PG1GhUgoCBAD6/5VCZPmYw2TNmL9k7ZjDZM2Yv2TtmMNkzQolf5VK1cPCGeq8qsssRduNGzeiT58+WLVqVaFut0GDBli1ahUqVaqEe/fuYcaMGXjjjTdw8eJFJCQkwNbWFu7u7lrr+Pn5ISEhAQCQkJCgVbBVL1cvM2Tu3LmYMWNGrvnJADJf7ikRFTslgFQAAopp0GuiQsYcJmvG/CVrxxwma8b8JWvHHCZr9lL5K5MBtrbA/fuAnV2hx1bYHj9+nK92ZinaOjo6omHDhoW+3fbt24u/V69eHQ0aNEBwcDA2bNgABweHQt+f2uTJkzF27FhxOi0tDUFBQfAB4F5keyUqGkoAEgA+4Ac9WSfmMFkz5i9ZO+YwWTPmL1k75jBZs5fKX4UCyMwEvL2BIqz/FRZ7e/t8tTNL0bZXr17Ytm0bhg0bVqT7cXd3R8WKFXHt2jW8+eabyMzMREpKilZv28TERHEMXH9/f5w8eVJrG4mJieIyQ+zs7GCnp5IvlUgglUgK4ZkQFS8JVCdJ5i9ZK+YwWTPmL1k75jBZM+YvWTvmMFmzl85fqVT1sHDSfMZolmcyb948uLu74+2338amTZtw6tQpnDlzJtfjZT158gTXr19HiRIlUKdOHdjY2GD//v3i8ri4ONy6dQthYWEAgLCwMFy4cAFJSUlim71798LV1RWhoaEvHQ8RERERERERERFRXszS0zYjIwNKpRI7d+7Ezp07cy0XBAESiQQKhcKk7Y4fPx4dOnRAcHAw7t69i2nTpkEmk6FXr15wc3PDwIEDMXbsWHh6esLV1RXvv/8+wsLCxKEa2rRpg9DQUPTp0wfz5s1DQkICPv74Y0RFRentSUtERERERERERERU2MxStB0wYAA2b96Mnj17okGDBnBzcyuU7d6+fRu9evXCgwcP4OPjgyZNmuD48ePw8fEBAMyfPx9SqRRdu3ZFRkYG2rZti8WLF4vry2QybNu2DcOHD0dYWBicnJwQGRmJmTNnFkp8RERERERERERERHmRCIIgFPdOXV1dMXDgQMyfP7+4d10s0tLS4Obmhkdr18Ldycnc4RCZRCkISALgC46DRNaJOUzWjPlL1o45TNaM+UvWjjlM1uyl8jc1FXj+HIiIsIobkanrhqmpqXB1dTXYzixj2rq6uqJ8+fLm2DURERERERERERGRRTNL0Xbw4MFYu3atyWPWEhEREREREREREb3qzDKmbWhoKLZu3YratWsjMjISQUFBkMlkudp16dLFDNERERERERERERERmY9ZirY9evQQfx8/frzeNhKJhD1xiYiIiIiIiIiI6LVjlqLtgQMHzLFbIiIiIiIiIiIiIotnlqJts2bNzLFbIiIiIiIiIiIiIotnlhuREREREREREREREZF+ZulpCwC7d+/GihUr8O+//+LRo0cQBEFruUQiwfXr180UHREREREREREREZF5mKVoGx0djUmTJsHPzw/169dHtWrVzBEGERERERERERERkcUxS9F2wYIFaNmyJXbs2AEbGxtzhEBERERERERERERkkcwypu2jR4/w7rvvsmBLREREREREREREpMMsRdv69esjLi7OHLsmIiIiIiIiIiIismhmKdouXrwYmzZtwpo1a8yxeyIiIiIiIiIiIiKLZZYxbXv06IHs7Gz06dMHw4cPR8mSJSGTybTaSCQSnD9/3hzhEREREREREREREZmNWYq2np6e8PLyQoUKFcyxeyIiIiIiIiIiIiKLZZai7cGDB82xWyIiIiIiIiIiIiKLZ5YxbYmIiIiIiIiIiIhIv2Ip2sbExJhlXSIiIiIiIiIiIiJrUyxF25YtW6JFixbYsGEDnj59mmf7J0+eYM2aNWjatClatWpVDBESERERERERERERWYZiGdP2ypUrmDlzJvr06QMbGxs0aNAAtWvXRpkyZeDh4QFBEPDo0SPEx8fj9OnTOHnyJLKzs9G3b1/8/PPPxREiERERERERERERkUUolqJtUFAQli9fjrlz5+LHH3/E1q1bsXjxYjx79kyrnYODA+rWrYtZs2ahT58+8PHxKY7wiIiIiIiIiIiIiCxGsRRt1by9vTFmzBiMGTMG2dnZuHXrFh48eAAA8PLyQqlSpSCXF2tIRERERERERERERBalWMa01Ucul6Ns2bKoV68e6tWrh7JlyxZqwfazzz6DRCLB6NGjxXnPnz9HVFQUvLy84OzsjK5duyIxMVFrvVu3biE8PByOjo7w9fXFhAkTkJ2dXWhxERERERERERERERljtqJtUTp16hS+/fZbVK9eXWv+mDFj8Pvvv2Pjxo04dOgQ7t69iy5duojLFQoFwsPDkZmZiWPHjmH16tVYtWoVPvnkk+J+CkRERERERERERPSaeuXGInjy5AkiIiKwfPlyzJo1S5yfmpqKFStWYM2aNWjZsiUAYOXKlQgJCcHx48fRsGFD7NmzB5cuXcK+ffvg5+eHmjVr4tNPP8XEiRMxffp02Nra6t1nRkYGMjIyxOm0tDQAgFIQoBSEIny2RIVPKQgQACjNHQhRATGHyZoxf8naMYfJmjF/ydoxh8maFUr+KpWqh4VT5jPGV65oGxUVhfDwcLRu3VqraBsbG4usrCy0bt1anFe5cmWUKlUKMTExaNiwIWJiYlCtWjX4+fmJbdq2bYvhw4fj77//Rq1atfTuc+7cuZgxY0au+ckAMgvvqREVCyWAVAACXtGu+PTKYw6TNWP+krVjDpM1Y/6StWMOkzV7qfyVyQBbW+D+fcDOrtBjK2yPHz/OV7tXqmi7bt06nDlzBqdOncq1LCEhAba2tnB3d9ea7+fnh4SEBLGNZsFWvVy9zJDJkydj7Nix4nRaWhqCgoLgA8Dd4FpElkkJQALAB/ygJ+vEHCZrxvwla8ccJmvG/CVrxxwma/ZS+atQAJmZgLc34OBQ6LEVNnt7+3y1e2WKtv/99x9GjRqFvXv35vvJFxY7OzvY6ankSyUSSCWSYo2FqDBIoDpJMn/JWjGHyZoxf8naMYfJmjF/ydoxh8mavXT+SqWqh4WT5jNGy38m+RQbG4ukpCTUrl0bcrkccrkchw4dwjfffAO5XA4/Pz9kZmYiJSVFa73ExET4+/sDAPz9/ZGYmJhruXoZERERERERERERUVErlp62AwYMMHkdiUSCFStW5Lt9q1atcOHCBa15/fv3R+XKlTFx4kQEBQXBxsYG+/fvR9euXQEAcXFxuHXrFsLCwgAAYWFhmD17NpKSkuDr6wsA2Lt3L1xdXREaGmrycyAiIiIiIiIiIiIyVbEUbf/44w9IdLo2P336FMnJyQAADw8PAMCjR48AAD4+PnBycjJpHy4uLqhatarWPCcnJ3h5eYnzBw4ciLFjx8LT0xOurq54//33ERYWhoYNGwIA2rRpg9DQUPTp0wfz5s1DQkICPv74Y0RFRekd/oCIiIiIiIiIiIiosBXL8Ag3btxAfHy8+Ni+fTtsbGwwZcoUJCUl4cGDB3jw4AGSkpIwefJk2NraYvv27YUex/z58/H222+ja9euaNq0Kfz9/bFp0yZxuUwmw7Zt2yCTyRAWFobevXujb9++mDlzZqHHQkRERERERERERKSPRBAEobh32qpVK5QtWxbLly/Xu3zw4MGIj4/Hvn37ijmywpGWlgY3Nzc8WrsW7ib2GCYyN6UgIAmALzh4PVkn5jBZM+YvWTvmMFkz5i9ZO+YwWbOXyt/UVOD5cyAiAnBwKIrwCpW6bpiamgpXV1eD7cxyI7Ljx4+jdu3aBpfXqlULx48fL8aIiIiIiIiIiIiIiCyDWYq2np6e2Llzp8HlO3bsgLu7e/EFRERERERERERERGQhzFK0HTp0KLZt24aOHTti3759uHHjBm7cuIG9e/finXfewc6dOzFs2DBzhEZERERERERERERkVnJz7PTjjz9GRkYGoqOjsW3bNu2A5HJMmjQJH3/8sTlCIyIiIiIiIiIiIjIrsxRtAeDTTz/FqFGjsHfvXty6dQsAEBwcjNatW8Pb29tcYRERERERERERERGZldmKtgDg7e2NXr16mTMEIiIiIiIiIiIiIoti1qLtoUOHsH37dty8eROAqqdteHg4mjVrZs6wiIiIiIiIiIiIiMzGLEXbzMxM9OrVC1u2bIEgCHB3dwcApKSk4Msvv0Tnzp2xdu1a2NjYmCO8YqGQSJAllQISiblDIdKiFARkAXgOQMr8zE0QYKtQmOcujkRERERERET0WjBL0XbGjBnYvHkzxo8fj3HjxsHPzw8AkJSUhC+//BLR0dGYOXMmPv30U3OEV6QEAAnOzkhxdgakLPuQ5REAKAE8BsCSrX7S7GyUuX8ftkqluUMhIiIiIiIioleQWYq2a9asQWRkJObNm6c139fXF59//jkSExPx448/vpJF2wRnZ6S4u8PX2xuOtraQsCcjWRgBQDZUJwdmZ25KQcDd+/dxLzMTpVJSeIyIiIiIiIiIqNCZpWh77949NGjQwODyBg0aYN26dcUYUfFQSCRIcXaGr7c3vFxczB0OkV4s2ubNx8MDd589Q3ZaGmzY25aIiIiIiIiICplZrs8vWbIkDh48aHD5oUOHULJkyeILqJhkSaWAVApHW1tzh0JEL8FWLgckEijYU56IiIiIiIiIioBZiraRkZHYsGEDhg0bhri4OCgUCiiVSsTFxWH48OHYuHEj+vXrZ47QilZOgYdDIhBZN/EdzPcyERERERERERUBswyPMGXKFFy/fh3Lli3D8uXLIc25IZdSqYQgCIiMjMSUKVPMERoRERERERERERGRWZmlp61MJsOqVatw7tw5zJ49G4MGDcKgQYMwe/ZsnDt3DitXrhQLuUQAsGrNGrgHBxfqNm/cugWJhwfOXbhQqNvNr+Zvv43Rkye/1DaK4rgQEREREREREZF5mbUyWr16dUyaNAlLlizBkiVLMGnSJFSvXt2cIZEB/UaMgMTDA5/Nn681f8v27ZB4eBT5/nt07owrp08X+X6K06Yff8SnVtKjfPvu3WjQujUcSpSAR+nS6BQRobX81n//Ibx7dzgGBMC3QgVMmDoV2dnZWm0WLV+OkAYN4FCiBCrVq4cf8rjZ4PkLF9Br4EAEVakChxIlENKgARYsXVroz42IiIiIiIiIyNKYZXgEsk729vb4fMECDO3fHx7u7sW6bwcHBzg4OBTrPotKZmYmbG1t4VkMxe7C8Otvv2HwqFGYM3UqWjZtiuzsbFy8fFlcrlAoEN6jB/z9/HBs927cS0hA3+HDYWNjgzmffAIAWLJiBSZ/+imWf/016tWujZOxsRg8ejQ83NzQoX17vfuNPX8evj4++GnZMgQFBuLYiRMYMmYMZFIpRg4ZUizPnYiIiIiIiIjIHIqlp61UKoVcLkdmZqY4LZPJjD7kctaTLU3rZs3g7+eHuV99ZbTdr7/9hiphYbDz80Pp6tXx5f/+p7W8dPXqmPXFF+g7bBicS5ZEcLVq+G3HDiTfv4+O770H55IlUb1xY5w+e1ZcR3cYgOmffYaab7yBH9etQ+nq1eFWqhR6DhiAx48fi2127duHJu3awT04GF5ly+LtHj1wPT7epOdcunp1fBodjV4DB8IpMBCBoaFYtHy5VpuU1FQM+uAD+JQvD9dSpdDynXdwXmPIBXWs3/3wA8rUqAF7f38AuYdHeJSSgr7DhsGjdGk4BgSg/bvv4ur161r7WrVmDUpVrQrHgAB07t0bDx4+NOn5mCo7OxujJk9G9MyZGDZgACqWL4/QypXRvXNnsc2eP/7Apbg4/PTtt6hZrRrav/kmPp0yBYu++058z/+4fj2GRkaiR5cuKFu6NHp27YohkZH4fMECg/se0Ls3Fnz2GZo1boyypUujd48e6P/ee9i0bZvBddRDXmz6/Xe06NABjgEBqNGkCWJOnhTbqHNp265dqFSvHhwDAvBuZCSePn2K1WvXonT16vAoXRofTJwIhUJRCEeRiIiIiIiIiMg0xVIZ/eSTTyCRSMRCrHqaXsjMyjK4TKpx7PJqK5FIYJOPtrY2NibHKJPJMGfqVLw3eDA+GDoUJQMDc7WJPXcO3fv3x/RJk9Cjc2ccO3kSI8aPh5enJ/q9957Ybv7ixZgzdSqmTpiA+YsXo8+wYWhUvz4G9O6N6JkzMXH6dPQdPhx/x8QYzJXrN25gy44d2LZuHR6lpKD7gAH47OuvMXvqVABA+tOnGBsVhepVquBJejo+mTMHnXv3xrkjR0waMzl64UJMGTMGMyZPxu4//sCoyZNRsXx5vNmiBQCgW79+cLC3x86NG+Hm6opvV61Cq06dcOX0abE37bX4ePz622/Y9OOPkBnYd78RI3D133/x25o1cHVxwcQZM/BW9+64dPw4bGxscOL0aQx8/33M/eQTdAoPx679+zFt7tw8468SFoab//1ncPkbDRti5y+/6F125vx53Ll7F1KpFLWaNkVCUhJqVq2K6JkzUTU0FAAQc+oUqoWGws/XV1yvbatWGD5uHP7+5x/Uql4dGZmZsLe319q2g709Tp45g6ysLNjkMx9T09Ly1UP5o1mz8MXMmahQrhw+mjULvQYNwrUzZ8T30dNnz/DNsmVYt2IFHj9+jC59+6Jznz5wd3PDjg0b8O+NG+gaGYnGDRqgR5cu+YqNiIiIiIiIiKiwFEvRdvr06UanCZi7eLHBZRVKl8Z7HTuK018sW4YsnfFC1YIDA9Hv3XfF6QUrV+Lps2e52k0bNapAcXZ++23UrFYN0z77DCsWLsy1/KtFi9CqWTNMnTABAFCxfHlc+ucfRC9cqFW0fevNNzG0f38AwCcffogl33+PerVro1unTgCAiaNGIaxNGyQmJcHfz09vLEqlEqsWLYKLiwsAoE/37th/+DBm5yzv+s47Wu2//9//4JMTj7rgmB+N69fHpDFjxOfz5/HjmL94Md5s0QJHY2JwMjYWSVevws7ODgDwxaefYsv27fhl61YM6dcPgGpIhB+WLoWPt7fefVy9fh2/7dyJP3ftQqMGDQAAPy9bhqCqVbFl+3Z069QJC5YuRbtWrfBhzmtXsXx5HDtxArv27zca/4716w3mC6Aqnhry740bAFS9hb+aPRulS5XCl//7H5p36CAWpROSkrQKtgDg5+MDAEhITAQAtG3ZEt/9+CM6hYejdo0aiD13Dt/9+COysrJw/8EDlMjpfWzMsRMnsH7zZmxfvz7PtuNHjkR427YAgBmTJqFKWBiu/fsvKlesCADIysrCki+/RLkyZQAA777zDn7csAGJcXFwdnZGaOXKaPHGGzhw5AiLtkRERERERERU7Ir9RmRPnz5FnTp1sJQ3FLJan0+bhtVr1+JyXFyuZZevXEHjnKKjWuOGDXH1+nWtS82rV6ki/q4u+FXTKKSq5yUlJxuMo3SpUmLBFgBK+Ptrtb96/Tp6DRyIsjVrwrVUKZSuUQMAcOv27Xw9T7Ww+vVzTV++cgUAcP7iRTxJT4dXuXJwLllSfMTfvKk1FENwUJDBgi0AXI6Lg1wuR4O6dcV5Xp6eqFS+vLivy1euaC3XF5s+waVKoXzZsgYfgQEBBtdVKpUAgI/GjUPXd95BnZo1sXLRIkgkEmzcsiXPfatNnTAB7Vu3RsM334SNjw86RkQgsmdPAMhXr+eLly6hY0QEpk2ciDYtW+bZXjO/1AVhzdxwdHQUC7aAKt9KlyoFZ2fnF/N8fJB0/37eT46IiIiIiIiIqJAV+8Cxjo6OiI+PL5LhEZYsWYIlS5bgRk7vwCpVquCTTz5B+5wbHT1//hzjxo3DunXrkJGRgbZt22Lx4sXw0+jJeevWLQwfPhwHDhyAs7MzIiMjMXfu3CIfY3fyiBEGl0l1jtV4Izdh0j2uo3J6sxampo0bo23Llpg8c6ZW71lTaF4Or45Z3zylIBjehs5rIpFIxCIjAHTo1QvBQUFYvmABAvz9oVQqUbVRI6PDS5jqSXo6Svj74+Dvv+da5u7mJv7u5OhYaPs01csMj6AueIZWqiTOs7OzQ9nSpcXit7+vL07Gxmqtl5hTIFX3knZwcMD3//sfvp0/H4lJSSjh749lq1bBxcXFaDEbAC798w9adeqEIZGR+Hj8+DyerUpeuaQvd/LKJyIiIiIiIiKi4mKWu321a9cOu3fvxtChQwt1uyVLlsRnn32GChUqQBAErF69Gh07dsTZs2dRpUoVjBkzBtu3b8fGjRvh5uaGkSNHokuXLvjzzz8BAAqFAuHh4fD398exY8dw79499O3bFzY2NpgzZ06hxqrLlDFmi6qtKT6bNg01mzZFpfLlteaHVKyIP0+c0Jr35/HjqFiuHGQyWZHEos+Dhw8Rd/Uqln/9Nd5o1AgAcDQmpkDbOn7qVK7pkJzL7GvXqIGExETI5XKULlWqwPGGVKqE7OxsnDh9Whwe4cHDh4i7dk0smIZUrIgTp08bjU2flxkeoU6NGrCzs0PctWtoEhYGQDW0wI1btxAcFAQACKtXD7O//BJJycnwzRkWYe+BA3B1cdEq9gKqYqp6LOR1mzbh7TZtjPa0/fvyZbTs2BGRPXuKYxUTEREREREREb3qzFK0nTp1Krp164Y+ffpg6NChKFOmDBwcHHK18/T0NGm7HTp00JqePXs2lixZguPHj6NkyZJYsWIF1qxZg5Y5l1evXLkSISEhOH78OBo2bIg9e/bg0qVL2LdvH/z8/FCzZk18+umnmDhxIqZPnw5bW1u9+83IyEBGRoY4nZaWBkDVs0+zd59SECAA4sMaqeOuWqUKIrp1wzfLlmnNHztyJOq3bImZ0dHo0bkzYk6dwv+++w6LvvhC6znrOwaa8wSdefrma/7Unefu7g4vT08sW70a/v7+uHX7NibPmGFwm8Zejz9PnMDnCxagU3g49h44gI1bt2Lb+vUQALRq3hxh9eqhU0QEPp8xAxXLl8fde/ewfc8edH77bdStVUtvrLrPuXy5cuj41lsYPHo0ln71FVycnTF5xgwElihMSbSMAAA2KUlEQVSBd956CwKA94cORZN27RC9cCE6vvUWdu/fL45nayz+UvkoJut7LQDAxdUVQ/v3x7TPPkPJwEAEBwUhOmcs43c7dYIA4M2WLRFaqRL6DBuGz6dPR0JSEj6ePRsjBg2CrZ0dBABXrl3DydhYNKhbF49SUjB/0SJcvHwZq5YsEfe1eds2TJk5E5dPngSgGhKhVceOaNuyJcZEReFezvi4MpnMYO9cfa9pXrmk2yavY6O5Ld33OFkG9bmW/aTJGjF/ydoxh8maMX/J2jGHyZoVSv4qlaqHhcvvVb1mKdpWyRlv8tKlS1izZo3BdppjoJpKoVBg48aNSE9PR1hYGGJjY5GVlYXWrVuLbSpXroxSpUohJiYGDRs2RExMDKpVq6Y1XELbtm0xfPhw/P3336hVq5befc2dOxczcgqCmpIBZGpMZ0GVfNk5D2uixIvY1aZOmYL1mzcDGvOr16iBNStXYsbcuZgVHY0Sfn6YNnkyer/3nta6utsCAIXGPM2f2XjxplXPV0JVNNPdpthGKsVPK1ZgzKRJqNaoESqWL4/5n3+O1m+/Le5Hdx+GjB45EqfOncPMefPg6uKC6Nmz0apVK9U6Egm2btiAT2bNwoCRI5F8/z78fX3RpFEjePn4iLHrxgq8KPyp5y9btAhjJ01Ch549kZmVhTcaNcLWDRsgsbFBNoC69eph6YIFmDl3LqbNnYuWzZph8vjxmBMdXaj5JED1WgCABMDcmTMhk8vRd9gwPHv+HPXr1MHurVvh4u6u2q9Mhs3r1uH9cePQqG1bODk6ok+vXvhkyhQxrgyFAl8uWoQr167BRi5HszfewKHdu1GyVCmxzaO0NMRdvSpOb/jtNyTfv4+fNmzATxs2iPEFBwXh6l9/6Y1d32uq/ql+3XVzCTCcT/ryVL2uEsADAEXTl51ehhJAKlSvabEP3E70kpi/ZO2Yw2TNmL9k7ZjDZM1eKn9lMsDWFrh/H8i5Sbwle/z4cb7aSQSh+LuJTZ8+PV9j2k6bNs3kbV+4cAFhYWF4/vw5nJ2dsWbNGrz11ltYs2YN+vfvr9UjFgDq16+PFi1a4PPPP8eQIUNw8+ZN7N69W1z+9OlTODk5YceOHeLYuLr09bQNCgrCgzVr4O7kJM5/Lpfjhp8fygQFwd5Ar12yLGWqV8eo4cMxevhwc4dSrLLAYqQxzzMzEf/ffyidmAh7I0NPkHkoBQHJAHyQe0xwIkvH/CVrxxwma8b8JWvHHCZr9lL5m5YGPH8O9OoF6LmS39KkpaXBw8MDqampcHV1NdjOLD1tp0+fXmTbrlSpEs6dO4fU1FT88ssviIyMxKFDh4psf4Dqxkx2eir5UolEK9GkEgkkgPgg6/C6vV4CXjzf1+l5m0KdE7rvcbIcEqj+O8vXh6wR85esHXOYrBnzl6wdc5is2Uvnr1Sqelg4Y/f20WpXxHHkS2pq6ksNhaDJ1tYW5cuXR506dTB37lzUqFEDCxYsgL+/PzIzM5GSkqLVPjExEf7+/gAAf39/JOaMm6m5XL2MiIiIiIiIiIiIqKiZrWh7+vRptGvXDo6OjvDy8hJ7w96/fx8dO3bEwYMHC2U/SqUSGRkZqFOnDmxsbLA/58ZNABAXF4dbt24hLCwMABAWFoYLFy4gKSlJbLN37164uroiNDS0UOIh63Ljr79eu6ERiIiIiIiIiIjIvMxStD127BiaNGmCq1evonfv3lp3TfP29kZqaiq+/fZbk7c7efJkHD58GDdu3MCFCxcwefJkHDx4EBEREXBzc8PAgQMxduxYHDhwALGxsejfvz/CwsLQsGFDAECbNm0QGhqKPn364Pz589i9ezc+/vhjREVF6R3+gIiIiIiIiIiIiKiwmWVM2ylTpiAkJATHjx/H48eP8d1332ktb9GiBVavXm3ydpOSktC3b1/cu3cPbm5uqF69Onbv3o0333wTADB//nxIpVJ07doVGRkZaNu2LRYvXiyuL5PJsG3bNgwfPhxhYWFwcnJCZGQkZs6c+XJPWC3nnm9muPcbERUi8R3M9zIRERERERERFQGzFG1PnTqFuXPnws7ODk+ePMm1PDAwEAkJCSZvd8WKFUaX29vbY9GiRVi0aJHBNsHBwdixY4fJ+84PG6USUCrxNDMTDuy5S2S1MrOzAUGAjEVbIiIiIiIiIioCZina2tjYaA2JoOvOnTtwdnYuxoiKh0wQ4P7kCZLu3wcAONraQsI7OpKFEQBkQ3VyYHbmphQEJD96BMdnzyA3ch4jIiIiIiIiIioosxRtGzZsiF9++QWjR4/OtSw9PR0rV65Es2bNij+wYuCf07M4KTsbkJrtPnBEBgkAlFANeM2irX7S7GyUSkvj8SEiIiIiIiKiImGWou2MGTPQrFkzhIeHo1evXgCA8+fP499//8UXX3yB5ORkTJ061RyhFTkJgBJPnsA3PR1ZUinAnrZkYZSCgAcAvABImZ+5CQJsFQrz3MWRiIiIiIiIiF4LZinaNmjQADt27MCwYcPQt29fAMC4ceMAAOXKlcOOHTtQvXp1c4RWbGSCAJlCYe4wiHJRCgJsANiDRVsiIiIiIiIiInMwS9EWAFq2bIkrV67g3LlzuHr1KpRKJcqVK4c6depwnFciIiIiIiIiIiJ6bRVr0favv/7CkiVLEB8fDy8vL3Tv3h0dO3ZEzZo1izMMIiIiIiIiIiIiIotVbEXb8+fPIywsDM+fPxfnrVu3DvPmzROHRiAiIiIiIiIiIiJ63RXbvXRmzJgBW1tb/Pbbb3jy5AnOnTuHGjVqYNasWcjKyiquMIiIiIiIiIiIiIgsWrEVbWNjYzFixAi8/fbbcHR0RPXq1TF//nykpaXh77//Lq4wiIiIiIiIiIiIiCxasRVt79y5g5CQEK15ISEhEAQBKSkpxRUGERERERERERERkUUrtqKtUqmETCbTmqeeViqVxRUGERERERERERERkUUrthuRAcCOHTuQkJAgTj99+hQSiQQbN27EuXPntNpKJBKMGTOmOMMjIiIiIiIiIiIiMjuJIAhCcexIKjWtU69EIoFCoSiiaIpWWloa3Nzc8GjtWrg7OZk7HCKTKAUBSQB8AUglEnOHQ2Qy5jBZM+YvWTvmMFkz5i9ZO+YwWbOXyt/UVOD5cyAiAnBwKIrwCpW6bpiamgpXV1eD7Yqtp218fHxx7YqIiIiIiIiIiIjIahVb0TY4OLi4dkVERERERERERERktYrtRmRERERERERERERElDcWbYmIiIiIiIiIiIgsCIu2RERERERERERERBaERVsiIiIiIiIiIiIiC8KiLREREREREREREZEFYdGWiIiIiIiIiIiIyILIi2MnM2fONHkdiUSCqVOnmrTO3LlzsWnTJvzzzz9wcHBAo0aN8Pnnn6NSpUpim+fPn2PcuHFYt24dMjIy0LZtWyxevBh+fn5im1u3bmH48OE4cOAAnJ2dERkZiblz50IuL5bDRURERERERERERK+xYqlCTp8+3eR1ClK0PXToEKKiolCvXj1kZ2djypQpaNOmDS5dugQnJycAwJgxY7B9+3Zs3LgRbm5uGDlyJLp06YI///wTAKBQKBAeHg5/f38cO3YM9+7dQ9++fWFjY4M5c+aY/DyIiIiIiIiIiIiITCERBEEwdxBFJTk5Gb6+vjh06BCaNm2K1NRU+Pj4YM2aNXj33XcBAP/88w9CQkIQExODhg0bYufOnXj77bdx9+5dsfft0qVLMXHiRCQnJ8PW1jbXfjIyMpCRkSFOp6WlISgoCA/WrIF7TrGYyFooBQHJAHwASCUSc4dDZDLmMFkz5i9ZO+YwWTPmL1k75jBZs5fK37Q04PlzoFcvwMGhKMIrVGlpafDw8EBqaipcXV0Ntnulr/dPTU0FAHh6egIAYmNjkZWVhdatW4ttKleujFKlSolF25iYGFSrVk1ruIS2bdti+PDh+Pvvv1GrVq1c+5k7dy5mzJiRa34ygMxCfk5ERU0JIBWAAA56TdaJOUzWjPlL1o45TNaM+UvWjjlM1uyl8lcmA2xtgfv3ATu7Qo+tsD1+/Dhf7V7Zoq1SqcTo0aPRuHFjVK1aFQCQkJAAW1tbuLu7a7X18/NDQkKC2EazYKterl6mz+TJkzF27FhxWt3T1geAu941iCyXEoAEOf/dMnMsRAXBHCZrxvwla8ccJmvG/CVrxxwma/ZS+atQAJmZgLe3VfS0tbe3z1c7sxVt//rrLyxcuBBnzpxBamoqlEql1nKJRILr168XePtRUVG4ePEijh49+rKh5snOzg52eir5UomElySQVZJAdZJk/pK1Yg6TNWP+krVjDpM1Y/6StWMOkzV76fyVSlUPCyfNZ4xmeSYHDx5E/fr1sW3bNgQEBODff/9F2bJlERAQgJs3b8LZ2RlNmzYt8PZHjhyJbdu24cCBAyhZsqQ439/fH5mZmUhJSdFqn5iYCH9/f7FNYmJiruXqZURERERERERERERFySxF208++QRly5ZFXFwcVq5cCQCYMmUKjh49imPHjuH27dvo3r27ydsVBAEjR47E5s2b8ccff6BMmTJay+vUqQMbGxvs379fnBcXF4dbt24hLCwMABAWFoYLFy4gKSlJbLN37164uroiNDS0IE+XiIiIiIiIiIiIKN/MUrQ9c+YMBg4cCFdXV8hkMgCAQqEAADRo0ABDhw7F1KlTTd5uVFQUfvrpJ6xZswYuLi5ISEhAQkICnj17BgBwc3PDwIEDMXbsWBw4cACxsbHo378/wsLC0LBhQwBAmzZtEBoaij59+uD8+fPYvXs3Pv74Y0RFRekdAoGIiIiIiIiIiIioMJllTFu5XA4XFxcAgLu7O2xsbLR6tpYtWxaXLl0yebtLliwBADRv3lxr/sqVK9GvXz8AwPz58yGVStG1a1dkZGSgbdu2WLx4sdhWJpNh27ZtGD58OMLCwuDk5ITIyEjMnDnT5HiIiIiIiIiIiIiITGWWom358uVx9epVAKobjlWuXBmbN29GREQEAGD79u0FGj9WEIQ829jb22PRokVYtGiRwTbBwcHYsWOHyfsnIiIiIiIiIiIiellmGR7hrbfewtq1a5GdnQ0AGDt2LDZt2oQKFSqgQoUK+O233zB06FBzhEZERERERERERERkVmbpaTt16lSMGjVKHM82MjISMpkMv/76K2QyGT766CNxOAMiIiIiIiIiIiKi14lZirY2Njbw8vLSmte7d2/07t3bHOEQERERERERERERWQyzDI/w8OFD/PXXXwaXX7hwAY8ePSrGiIiIiIiIiIiIiIgsg1mKtmPGjMGQIUMMLh86dCjGjx9fjBERERERERERERERWQazFG3/+OMPvPPOOwaXd+jQAfv27SvGiIiIiIiIiIiIiIgsg1mKtsnJyfD29ja43MvLC0lJScUYEREREREREREREZFlMEvRtkSJEjh79qzB5bGxsfDx8SnGiIiIiIiIiIiIiIgsg1mKtp06dcKKFSvw22+/5Vq2detWrFy5Ep07dzZDZERERERERERERETmJTfHTqdPn459+/ahc+fOqFGjBqpWrQoAuHjxIs6fP4+QkBDMmDHDHKERERERERERERERmZVZetq6ubnh+PHj+Pjjj5GVlYVffvkFv/zyC7KysjB16lScOHEC7u7u5giNiIiIiIiIiIiIyKzM0tMWAJycnDBjxgz2qCUiIiIiIiIiIiLSYLairdqTJ0/w33//AQCCgoLg7Oxs5oiIiIiIiIiIiIiIzMcswyMAwKlTp9CiRQt4eHigatWqqFq1Kjw8PNCyZUucPn3aXGERERERERERERERmZVZetqeOHECzZs3h62tLQYNGoSQkBAAwOXLl7F27Vo0bdoUBw8eRP369c0RHhEREREREREREZHZmKVo+9FHHyEwMBBHjx6Fv7+/1rLp06ejcePG+Oijj7B3715zhEdERERERERERERkNmYZHuHEiRMYOnRoroItAPj5+WHIkCE4fvy4GSIjIiIiIiIiIiIiMi+zFG2lUimys7MNLlcoFJBKzTbcLhEREREREREREZHZmKUy2qhRIyxatAg3b97MtezWrVtYvHgxGjdubIbIiIiIiIiIiIiIiMzLLGPazpkzB02bNkXlypXRuXNnVKxYEQAQFxeHrVu3Qi6XY+7cueYIjYiIiIiIiIiIiMiszFK0rVWrFk6cOIGPPvoIv/32G54+fQoAcHR0RLt27TBr1iyEhoaaIzQiIiIiIiIiIiIiszLbwLGhoaHYvHkz0tLScO/ePdy7dw9paWnYtGkTgoODcffuXZO3efjwYXTo0AEBAQGQSCTYsmWL1nJBEPDJJ5+gRIkScHBwQOvWrXH16lWtNg8fPkRERARcXV3h7u6OgQMH4smTJy/zVImIiIiIiIiIiIjyzex3+5JKpfDz84Ofn59487Gvv/4aQUFBJm8rPT0dNWrUwKJFi/QunzdvHr755hssXboUJ06cgJOTE9q2bYvnz5+LbSIiIvD3339j79692LZtGw4fPowhQ4YU7MkRERERERERERERmcgswyMUlfbt26N9+/Z6lwmCgK+//hoff/wxOnbsCAD44Ycf4Ofnhy1btqBnz564fPkydu3ahVOnTqFu3boAgIULF+Ktt97CF198gYCAgGJ7LkRERERERERERPR6eqWKtsbEx8cjISEBrVu3Fue5ubmhQYMGiImJQc+ePRETEwN3d3exYAsArVu3hlQqxYkTJ9C5c2e9287IyEBGRoY4nZaWBgBQCgKUglBEz4ioaCgFAQIApbkDISog5jBZM+YvWTvmMFkz5i9ZO+YwWbNCyV+lUvWwcMp8xvjaFG0TEhIAAH5+flrz/fz8xGUJCQnw9fXVWi6Xy+Hp6Sm20Wfu3LmYMWNGrvnJADJfMm6i4qYEkApAgAWMn0JUAMxhsmbMX7J2zGGyZsxfsnbMYbJmL5W/Mhlgawvcvw/Y2RV6bIXt8ePH+Wr32hRti9LkyZMxduxYcTotLQ1BQUHwAeButqiICkYJQALAB/ygJ+vEHCZrxvwla8ccJmvG/CVrxxwma/ZS+atQAJmZgLc34OBQ6LEVNnt7+3y1K7ai7ZkzZ/Ld9u7du4W+f39/fwBAYmIiSpQoIc5PTExEzZo1xTZJSUla62VnZ+Phw4fi+vrY2dnBTk8lXyqRQCqRFEL0RMVLAtVJkvlL1oo5TNaM+UvWjjlM1oz5S9aOOUzW7KXzVypVPSycNJ8xFlvRtm7dupDk86ALgpDvtvlVpkwZ+Pv7Y//+/WKRNi0tDSdOnMDw4cMBAGFhYUhJSUFsbCzq1KkDAPjjjz+gVCrRoEGDQo2HiIiIiIiIiIiISJ9iK9quXLmyyPfx5MkTXLt2TZyOj4/HuXPn4OnpiVKlSmH06NGYNWsWKlSogDJlymDq1KkICAhAp06dAAAhISFo164dBg8ejKVLlyIrKwsjR45Ez549ERAQUOTxExERERERERERERVb0TYyMrLI93H69Gm0aNFCnFaPMxsZGYlVq1bhww8/RHp6OoYMGYKUlBQ0adIEu3bt0hpL4ueff8bIkSPRqlUrSKVSdO3aFd98802Rx05EREREREREREQEABJBEARzB/GqSUtLg5ubGx6tXQt3Jydzh0NkEqUgIAmALzgOElkn5jBZM+YvWTvmMFkz5i9ZO+YwWbOXyt/UVOD5cyAiwipuRKauG6ampsLV1dVgO8sfnZeIiIiIiIiIiIjoNcKiLREREREREREREZEFYdGWiIiIiIiIiIiIyIKwaEtERERERERERERkQVi0JSIiIiIiIiIiIrIgLNoSERERERERERERWRAWbYmIiIiIiIiIiIgsCIu2RERERERERERERBaERVsiIiIiIiIiIiIiC8KiLREREREREREREZEFYdGWiIiIiIiIiIiIyIKwaEtERERERERERERkQVi0JSIiIiIiIiIiIrIgLNoSERERERERERERWRAWbYmIiIiIiIiIiIgsCIu2RERERERERERERBaERVsiIiIiIiIiIiIiC8KiLREREREREREREZEFYdGWiIiIiIiIiIiIyIKwaEtERERERERERERkQVi0JSIiIiIiIiIiIrIgLNoasGjRIpQuXRr29vZo0KABTp48ae6QiIiIiIiIiIiI6DXAoq0e69evx9ixYzFt2jScOXMGNWrUQNu2bZGUlGTu0IiIiIiIiIiIiOgVx6KtHl999RUGDx6M/v37IzQ0FEuXLoWjoyO+//57c4dGRERERERERERErzi5uQOwNJmZmYiNjcXkyZPFeVKpFK1bt0ZMTIzedTIyMpCRkSFOp6WlAQCUd+9C6eBQtAETFTIlAMHODkqNnCayJsxhsmbMX7J2zGGyZsxfsnbMYbJmL5W/GRmAszOgVKoeFk6ZzxhZtNVx//59KBQK+Pn5ac338/PDP//8o3eduXPnYsaMGbnmJ5cogUxHxyKJk6ioKAGkAhDArvhknZjDZM2Yv2TtmMNkzZi/ZO2Yw2TNXjp/7eyA1FTg8eNCjasoPM5njCzaFoLJkydj7Nix4nRaWhqCgoLg07Yt3N3dzRcYUQEolUpIkpPh4+MDqZQf9WR9mMNkzZi/ZO2Yw2TNmL9k7ZjDZM1ep/y1t7fPVzsWbXV4e3tDJpMhMTFRa35iYiL8/f31rmNnZwc7O7tc86VS6SufaPRqkkgkzF+yasxhsmbMX7J2zGGyZsxfsnbMYbJmr0v+5vf5vdpHoQBsbW1Rp04d7N+/X5ynVCqxf/9+hIWFmTEyIiIiIiIiIiIieh2wp60eY8eORWRkJOrWrYv69evj66+/Rnp6Ovr372/u0IiIiIiIiIiIiOgVx6KtHj169EBycjI++eQTJCQkoGbNmti1a1eum5MRERERERERERERFTYWbQ0YOXIkRo4cae4wiIiIiIiIiIiI6DXDMW2JiIiIiIiIiIiILAiLtkREREREREREREQWhMMjFAFBEAAAaWlpkEpZFyfrolQq8fjxY9jb2zN/ySoxh8maMX/J2jGHyZoxf8naMYfJmr1O+ZuWlgbgRf3QEBZti8CDBw8AAMHBwWaOhIiIiIiIiIiIiCzN48eP4ebmZnA5i7ZFwNPTEwBw69YtowefyBKlpaUhKCgI//33H1xdXc0dDpHJmMNkzZi/ZO2Yw2TNmL9k7ZjDZM1ep/wVBAGPHz9GQECA0XYs2hYBdTduNze3Vz7R6NXl6urK/CWrxhwma8b8JWvHHCZrxvwla8ccJmv2uuRvfjp5vtqDRBARERERERERERFZGRZtiYiIiIiIiIiIiCwIi7ZFwM7ODtOmTYOdnZ25QyEyGfOXrB1zmKwZ85esHXOYrBnzl6wdc5isGfM3N4kgCIK5gyAiIiIiIiIiIiIiFfa0JSIiIiIiIiIiIrIgLNoSERERERERERERWRAWbYmIiIiIiIiIiIgsCIu2RERERERERERERBaERdsCWLRoEUqXLg17e3s0aNAAJ0+eNNp+48aNqFy5Muzt7VGtWjXs2LGjmCIl0jZ37lzUq1cPLi4u8PX1RadOnRAXF2d0nVWrVkEikWg97O3tiyliIm3Tp0/PlY+VK1c2ug7PwWQpSpcunSt/JRIJoqKi9Lbn+ZfM7fDhw+jQoQMCAgIgkUiwZcsWreWCIOCTTz5BiRIl4ODggNatW+Pq1at5btfU79JEBWEsf7OysjBx4kRUq1YNTk5OCAgIQN++fXH37l2j2yzI9xCigsrrHNyvX79c+diuXbs8t8tzMBWHvPJX33diiUSC6Ohog9t8Hc/BLNqaaP369Rg7diymTZuGM2fOoEaNGmjbti2SkpL0tj927Bh69eqFgQMH4uzZs+jUqRM6deqEixcvFnPkRMChQ4cQFRWF48ePY+/evcjKykKbNm2Qnp5udD1XV1fcu3dPfNy8ebOYIibKrUqVKlr5ePToUYNteQ4mS3Lq1Cmt3N27dy8AoFu3bgbX4fmXzCk9PR01atTAokWL9C6fN28evvnmGyxduhQnTpyAk5MT2rZti+fPnxvcpqnfpYkKylj+Pn36FGfOnMHUqVNx5swZbNq0CXFxcXjnnXfy3K4p30OIXkZe52AAaNeunVY+rl271ug2eQ6m4pJX/mrm7b179/D9999DIpGga9euRrf72p2DBTJJ/fr1haioKHFaoVAIAQEBwty5c/W27969uxAeHq41r0GDBsLQoUOLNE6i/EhKShIACIcOHTLYZuXKlYKbm1vxBUVkxLRp04QaNWrkuz3PwWTJRo0aJZQrV05QKpV6l/P8S5YEgLB582ZxWqlUCv7+/kJ0dLQ4LyUlRbCzsxPWrl1rcDumfpcmKgy6+avPyZMnBQDCzZs3DbYx9XsIUWHRl8ORkZFCx44dTdoOz8FkDvk5B3fs2FFo2bKl0Tav4zmYPW1NkJmZidjYWLRu3VqcJ5VK0bp1a8TExOhdJyYmRqs9ALRt29Zge6LilJqaCgDw9PQ02u7JkycIDg5GUFAQOnbsiL///rs4wiPS6+rVqwgICEDZsmURERGBW7duGWzLczBZqszMTPz0008YMGAAJBKJwXY8/5Klio+PR0JCgtY51s3NDQ0aNDB4ji3Id2mi4pKamgqJRAJ3d3ej7Uz5HkJU1A4ePAhfX19UqlQJw4cPx4MHDwy25TmYLFViYiK2b9+OgQMH5tn2dTsHs2hrgvv370OhUMDPz09rvp+fHxISEvSuk5CQYFJ7ouKiVCoxevRoNG7cGFWrVjXYrlKlSvj++++xdetW/PTTT1AqlWjUqBFu375djNESqTRo0ACrVq3Crl27sGTJEsTHx+ONN97A48eP9bbnOZgs1ZYtW5CSkoJ+/foZbMPzL1ky9XnUlHNsQb5LExWH58+fY+LEiejVqxdcXV0NtjP1ewhRUWrXrh1++OEH7N+/H59//jkOHTqE9u3bQ6FQ6G3PczBZqtWrV8PFxQVdunQx2u51PAfLzR0AEZlHVFQULl68mOcYMGFhYQgLCxOnGzVqhJCQEHz77bf49NNPizpMIi3t27cXf69evToaNGiA4OBgbNiwIV//mSWyFCtWrED79u0REBBgsA3Pv0RERS8rKwvdu3eHIAhYsmSJ0bb8HkKWpGfPnuLv1apVQ/Xq1VGuXDkcPHgQrVq1MmNkRKb5/vvvERERkecNd1/HczB72prA29sbMpkMiYmJWvMTExPh7++vdx1/f3+T2hMVh5EjR2Lbtm04cOAASpYsadK6NjY2qFWrFq5du1ZE0RHln7u7OypWrGgwH3kOJkt08+ZN7Nu3D4MGDTJpPZ5/yZKoz6OmnGML8l2aqCipC7Y3b97E3r17jfay1Sev7yFExals2bLw9vY2mI88B5MlOnLkCOLi4kz+Xgy8HudgFm1NYGtrizp16mD//v3iPKVSif3792v1hNEUFham1R7A/9u796Amr/QP4N+AXGKipEIQFzWgbMXLWiuWldoKoitqlQq2KqMVdXVdFRQrLbW23mq10lJlqKKiG9iKZSoV78WWGjvb4qWsZXUXZb0EujoVWxQEDVST8/vDyfszBgIol9h+PzPO+J6c857nPTnzzuvjyXnx5Zdf1lufqCUJIRATE4OcnBwcOXIEvr6+TT6H0WjEmTNn0KVLlxaIkKhpqqurcfHixXrnI+/BZI+0Wi08PT3xwgsvNKkd779kT3x9feHl5WVxj7158yZOnDhR7z32YZ6liVqKOWF7/vx55OXlwd3dvcnnaOg5hKg1Xb58GeXl5fXOR96DyR5t374dAQEBeOqpp5rc9rdwD2bStoleffVVpKWlISMjA2fPnsXcuXNx69YtzJgxAwAwbdo0LFmyRKq/cOFC5ObmIikpCefOncOKFStQUFCAmJiYtroE+g2bP38+duzYgZ07d6JDhw64evUqrl69CoPBINV5cA6vWrUKX3zxBS5duoRTp05h6tSpKC0tfaj/CSN6VPHx8fj6669RUlKC/Px8REREwNHREVFRUQB4Dyb7ZzKZoNVqER0djXbtLHep4v2X7E11dTUKCwtRWFgI4N7LxwoLC/HDDz9AJpMhLi4Oq1evxr59+3DmzBlMmzYNv/vd7zB+/HjpHMOHD8dHH30kHTf0LE3UXGzN3zt37uCll15CQUEBMjMzYTQapefiX375RTrHg/O3oecQouZkaw5XV1fjtddew/Hjx1FSUoKvvvoKL774Ivz8/BAWFiadg/dgaiu25q/ZzZs3sWvXrnqfbXkPBiCoyVJSUkT37t2Fs7OzCAwMFMePH5c+Cw4OFtHR0Rb1P/30U/Hkk08KZ2dn0bdvX3Hw4MFWjpjoHgB1/tFqtVKdB+dwXFycNN87d+4sxowZI06dOtX6wRMJISZNmiS6dOkinJ2dhbe3t5g0aZK4cOGC9DnvwWTvDh8+LACI4uJiq894/yV7o9Pp6nxuMM9Tk8kk3n77bdG5c2fh4uIihg8fbjW3NRqNWL58uUWZrWdpouZia/7q9fp6n4t1Op10jgfnb0PPIUTNydYcvn37thg5cqRQq9XCyclJaDQaMXv2bHH16lWLc/AeTG2loWcIIYTYsmWLkMvloqKios5z8B4shEwIIVo8M0xEREREREREREREjcLtEYiIiIiIiIiIiIjsCJO2RERERERERERERHaESVsiIiIiIiIiIiIiO8KkLREREREREREREZEdYdKWiIiIiIiIiIiIyI4waUtERERERERERERkR5i0JSIiIiIiIiIiIrIjTNoSERERERERERER2REmbYmIiIioTjKZDCtWrGhUXR8fH0yfPr1F43kUR48ehUwmw9GjR9s6FLtnD2OVmJgIf39/mEymVu87NzcXSqUSP/30U6v3TURERGTGpC0RERHRYyA9PR0ymUz64+rqiieffBIxMTEoKytrlRjy8/OxYsUKVFRUtEp/1LI2bdqE9PT0tg7Dys2bN7Fu3TokJCTAwaH1/7kyatQo+Pn5Ye3ata3eNxEREZFZu7YOgIiIiIgab9WqVfD19UVNTQ2++eYbpKam4tChQ/j3v/+N9u3bN2tfBoMB7dr9/+Nifn4+Vq5cienTp0OlUlnULS4ubpMEGz28TZs2wcPDw2qF9NChQ2EwGODs7Nwmcf3tb3/D3bt3ERUV1Sb9A8CcOXMQHx+PlStXokOHDm0WBxEREf128cmaiIiI6DEyevRoTJ06FbNmzUJ6ejri4uKg1+uxd+/eZu/L1dXVImlri4uLC5ycnJo9BmocIQQMBkOznMvBwQGurq5tloTXarUIDw+Hq6trm/QPABMmTEBtbS127drVZjEQERHRbxuTtkRERESPsdDQUACAXq8HANy9exfvvPMOevbsCRcXF/j4+ODNN99EbW2tRbuCggKEhYXBw8MDcrkcvr6+mDlzpkWd+/e0XbFiBV577TUAgK+vr7RNQ0lJCYC697S9dOkSXn75ZXTq1Ant27fH4MGDcfDgQYs65v1TP/30U7z77rvo2rUrXF1dMXz4cFy4cKHB6y8tLcW8efPQq1cvyOVyuLu74+WXX5biasiuXbsQEBAAuVwODw8PTJ06FVeuXLGoM336dCiVSly5cgXjx4+HUqmEWq1GfHw8jEajRd3y8nK88sor6NixI1QqFaKjo/Gvf/0LMpmsUVsRnD59GsHBwZDL5ejatStWr14NrVZrMdbAvfEeO3YsDh8+jEGDBkEul2PLli0A7iU9Q0ND4enpCRcXF/Tp0wepqakW/fj4+OA///kPvv76a+m7DAkJAVD3nrYhISHo168fioqKMGzYMLRv3x7e3t5ITEy0uobS0lKEh4dDoVDA09MTixYtwuHDhxu1T65er8fp06cxYsQIi/L69tktKSmxGlvz9/XDDz9g7NixUCqV8Pb2xsaNGwEAZ86cQWhoKBQKBTQaDXbu3GkVh6enJ/r3798i/xlCRERE1BjcHoGIiIjoMXbx4kUAgLu7OwBg1qxZyMjIwEsvvYTFixfjxIkTWLt2Lc6ePYucnBwAwLVr1zBy5Eio1Wq88cYbUKlUKCkpwe7du+vtJzIyEv/973/xySefYP369fDw8AAAqNXqOuuXlZXh2Wefxe3bt7FgwQK4u7sjIyMD4eHhyM7ORkREhEX99957Dw4ODoiPj0dlZSUSExMxZcoUnDhxwub1f/fdd8jPz8fkyZPRtWtXlJSUIDU1FSEhISgqKrK5ZUR6ejpmzJiBZ555BmvXrkVZWRmSk5Px7bff4vvvv7fYAsJoNCIsLAx//OMf8cEHHyAvLw9JSUno2bMn5s6dCwAwmUwYN24cTp48iblz58Lf3x979+5FdHS0zWswu3LlCoYNGwaZTIYlS5ZAoVBg27ZtcHFxqbN+cXExoqKiMGfOHMyePRu9evUCAKSmpqJv374IDw9Hu3btsH//fsybNw8mkwnz588HAGzYsAGxsbFQKpVYunQpAKBz584247tx4wZGjRqFyMhITJw4EdnZ2UhISMAf/vAHjB49GgBw69YthIaG4scff8TChQvh5eWFnTt3QqfTNWoM8vPzAQADBw5sVP36GI1GjB49GkOHDkViYiIyMzMRExMDhUKBpUuXYsqUKYiMjMTmzZsxbdo0BAUFwdfX1+IcAQEB2LNnzyPFQURERPTQBBERERHZPa1WKwCIvLw88dNPP4n//e9/IisrS7i7uwu5XC4uX74sCgsLBQAxa9Ysi7bx8fECgDhy5IgQQoicnBwBQHz33Xc2+wQgli9fLh2///77AoDQ6/VWdTUajYiOjpaO4+LiBADxj3/8QyqrqqoSvr6+wsfHRxiNRiGEEDqdTgAQvXv3FrW1tVLd5ORkAUCcOXPGZoy3b9+2Kjt27JgAIP7+979LZeZ+dDqdEEKIX375RXh6eop+/foJg8Eg1Ttw4IAAIJYtWyaVRUdHCwBi1apVFv08/fTTIiAgQDr+7LPPBACxYcMGqcxoNIrQ0FABQGi1WpvXEhsbK2Qymfj++++lsvLyctGpUyercddoNAKAyM3NbdSYhIWFiR49eliU9e3bVwQHB1vVfXCshBAiODjYakxra2uFl5eXmDBhglSWlJQkAIg9e/ZIZQaDQfj7+1udsy5vvfWWACCqqqoajEkIIfR6vdXYmr+vNWvWSGU3btwQcrlcyGQykZWVJZWfO3fOap6brVmzRgAQZWVlNmMmIiIiagncHoGIiIjoMTJixAio1Wp069YNkydPhlKpRE5ODry9vXHo0CEAwKuvvmrRZvHixQAgbU1gXkF64MAB3Llzp0XiPHToEAIDA/Hcc89JZUqlEn/5y19QUlKCoqIii/ozZsywePHV888/D+DeFgu2yOVy6e937txBeXk5/Pz8oFKpcOrUqXrbFRQU4Nq1a5g3b57F3qkvvPAC/P39rbZxAIC//vWvFsfPP/+8RXy5ublwcnLC7NmzpTIHBwdpdWtDcnNzERQUhAEDBkhlnTp1wpQpU+qs7+vri7CwMKvy+8eksrISP//8M4KDg3Hp0iVUVlY2Kpa6KJVKTJ06VTp2dnZGYGCg1Rh4e3sjPDxcKnN1dbUYE1vKy8vRrl07KJXKh47TbNasWdLfVSoVevXqBYVCgYkTJ0rlvXr1gkqlqnOePfHEEwCAn3/++ZFjISIiImoqJm2JiIiIHiMbN27El19+CZ1Oh6KiIly6dElK3JWWlsLBwQF+fn4Wbby8vKBSqVBaWgoACA4OxoQJE7By5Up4eHjgxRdfhFartdr39lGUlpZKP9e/X+/evaXP79e9e3eLY3PC7MaNGzb7MRgMWLZsGbp16wYXFxd4eHhArVajoqLCZoLS3H9dMfr7+1vF5+rqarUVxBNPPGERX2lpKbp06WK1JcOD34etmOqqW1/7B3/Ob/btt99ixIgRUCgUUKlUUKvVePPNNwHgkZK2Xbt2hUwmsyirawx69uxpVa+xY9Bc6vq+3Nzc6rwGNze3OueZEAIArOoTERERtQbuaUtERET0GAkMDMSgQYNs1mkoySSTyZCdnY3jx49j//79OHz4MGbOnImkpCQcP368WVY5NpWjo2Od5ebEWX1iY2Oh1WoRFxeHoKAguLm5QSaTYfLkyTCZTC0eX1u6f0Wt2cWLFzF8+HD4+/vjww8/RLdu3eDs7IxDhw5h/fr1jzQmD/sdNYW7uzvu3r2LqqoqdOjQocH69fVdX6xNuQZzIte8fzMRERFRa2LSloiIiOhXQqPRwGQy4fz589KKVuDeS8EqKiqg0Wgs6g8ePBiDBw/Gu+++i507d2LKlCnIysqy+Fn5/Zqy4lCj0aC4uNiq/Ny5c9LnzSE7OxvR0dFISkqSympqalBRUdFgfMC9l3mFhoZafFZcXPxQ8Wk0Guh0Oty+fdtite2FCxca3b6uuo1tDwD79+9HbW0t9u3bZ7F6ua4XgbXEClKNRoOioiIIISzO39hr8Pf3BwDo9Xr079/f6vOqqiqL47KyskeI1ja9Xi+t3CYiIiJqbdwegYiIiOhXYsyYMQCADRs2WJR/+OGHAO7t1wrcW0H44MpC8z6qtrZIUCgUANBgQtQcy8mTJ3Hs2DGp7NatW9i6dSt8fHzQp0+fBs/RGI6OjlbXkpKSAqPRaLPdoEGD4Onpic2bN1tc8+eff46zZ89KY9UUYWFhuHPnDtLS0qQyk8mEjRs3Nrr9sWPHUFhYKJVdv34dmZmZjY7BvJL0/jGprKyEVqu1qqtQKBr1XTZFWFgYrly5gn379kllNTU1FmNiS1BQEIB7ew7X5cHkc05ODoDmXe1r9s9//lOKh4iIiKi1caUtERER0a/EU089hejoaGzduhUVFRUIDg7GyZMnkZGRgfHjx2PYsGEAgIyMDGzatAkRERHo2bMnqqqqkJaWho4dO0qJ37oEBAQAAJYuXYrJkyfDyckJ48aNk5K593vjjTfwySefYPTo0ViwYAE6deqEjIwM6PV6fPbZZ3BwaJ61A2PHjsXHH38MNzc39OnTB8eOHUNeXh7c3d1ttnNycsK6deswY8YMBAcHIyoqCmVlZUhOToaPjw8WLVrU5FjGjx+PwMBALF68GBcuXIC/vz/27duH69evA2h4Zevrr7+OHTt24E9/+hNiY2OhUCiwbds2dO/eHdevX2/UytiRI0fC2dkZ48aNw5w5c1BdXY20tDR4enrixx9/tKgbEBCA1NRUrF69Gn5+fvD09LRaddxUc+bMwUcffYSoqCgsXLgQXbp0QWZmpvSyt4auoUePHujXrx/y8vIwc+ZMq8/T0tJQU1ODAQMGoKCgALt27YJMJsPu3bvh6+uLkJCQR4rf7Nq1azh9+nSjXyJHRERE1NyYtCUiIiL6Fdm2bRt69OiB9PR05OTkwMvLC0uWLMHy5culOuZkblZWFsrKyuDm5obAwEBkZmbW+3IrAHjmmWfwzjvvYPPmzcjNzYXJZIJer68zadu5c2fk5+cjISEBKSkpqKmpQf/+/bF///6HWsVan+TkZDg6OiIzMxM1NTUYMmQI8vLypJez2TJ9+nS0b98e7733HhISEqBQKBAREYF169ZBpVI1ORZHR0ccPHgQCxcuREZGBhwcHBAREYHly5djyJAhUuKyPt26dYNOp8OCBQuwZs0aqNVqzJ8/HwqFAgsWLGiwPXDvxWrZ2dl46623EB8fDy8vL8ydOxdqtdoqCbps2TKUlpYiMTERVVVVCA4OfuSkrVKpxJEjRxAbG4vk5GQolUpMmzYNzz77LCZMmNCoa5g5cyaWLVsGg8FgtW9vYmIi0tPTsX37dvj5+WHv3r1IS0vDnj17EBkZ2WxJ2927d8PFxQUTJ05slvMRERERNZVMtMRviYiIiIiICACwZ88eRERE4JtvvsGQIUOa3D4uLg5btmxBdXW1Xb4QrTE2bNiARYsW4fLly/D29rZZt7KyEj169EBiYiL+/Oc/AwCOHj2KYcOGQafTNVti1pann34aISEhWL9+fYv3RURERFQX7mlLRERERNRMDAaDxbHRaERKSgo6duyIgQMHNrl9eXk5Pv74Yzz33HOPTcL2wWuoqanBli1b8Pvf/77BhC0AuLm54fXXX8f7778Pk8nUUmHWKzc3F+fPn8eSJUtavW8iIiIiM26PQERERETUTGJjY2EwGBAUFITa2lrs3r0b+fn5WLNmjdVP/esSFBSEkJAQ9O7dG2VlZdi+fTtu3ryJt99+uxWibx6RkZHo3r07BgwYgMrKSuzYsQPnzp1r0gvVEhISkJCQ0IJR1m/UqFGorq5uk76JiIiIzJi0JSIiIiJqJqGhoUhKSsKBAwdQU1MDPz8/pKSkICYmplHtx4wZg+zsbGzduhUymQwDBw7E9u3bMXTo0BaOvPmEhYVh27ZtyMzMhNFoRJ8+fZCVlYVJkya1dWhEREREjw3uaUtERERERERERERkR7inLREREREREREREZEdYdKWiIiIiIiIiIiIyI4waUtERERERERERERkR5i0JSIiIiIiIiIiIrIjTNoSERERERERERER2REmbYmIiIiIiIiIiIjsCJO2RERERERERERERHaESVsiIiIiIiIiIiIiO/J/8RNU9eVO6k0AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Grating design summary:\n", + " Total length: 18.3 μm\n", + " Number of periods: 30\n", + " Fill factor range: 0.30 to 0.65\n", + " Period range: 598.6 to 624.2 nm\n", + "\n", + "Saved: tutorial_results/01_grating_design.png\n" + ] + } + ], + "source": [ + "def plot_grating_design():\n", + " \"\"\"\n", + " Visualize the grating coupler design showing the apodization pattern.\n", + "\n", + " This plot shows:\n", + " - Top: The grating tooth pattern with varying widths\n", + " - Middle: Fill factor vs position (apodization profile)\n", + " - Bottom: Local period vs position\n", + " \"\"\"\n", + " fig, axes = plt.subplots(3, 1, figsize=(14, 10))\n", + "\n", + " # Calculate grating teeth positions and widths\n", + " theta_rad = np.radians(GRATING_ANGLE)\n", + " f_0 = 0.65 # Initial fill factor\n", + "\n", + " x_positions = []\n", + " tooth_widths = []\n", + " periods = []\n", + " fill_factors = []\n", + " x_pos = 0\n", + "\n", + " for i in range(N_PERIODS):\n", + " f_i = max(0.2, min(0.8, f_0 - APOD_R * x_pos))\n", + " n_eff_local = f_i * N_EFF_UNETCHED + (1 - f_i) * N_EFF_ETCHED\n", + " delta_i = WAVELENGTH / (n_eff_local - N_SIO2 * np.sin(theta_rad))\n", + " tooth_width = delta_i * f_i\n", + "\n", + " x_positions.append(x_pos)\n", + " tooth_widths.append(tooth_width)\n", + " periods.append(delta_i)\n", + " fill_factors.append(f_i)\n", + "\n", + " x_pos += delta_i\n", + "\n", + " grating_length = x_pos\n", + "\n", + " # Plot 1: Grating structure cross-section\n", + " ax1 = axes[0]\n", + "\n", + " # Draw waveguide (input side)\n", + " ax1.fill_between([-3, 0], 0, H_SI, color='#4169E1', alpha=0.8, label='Silicon (unetched)')\n", + "\n", + " # Draw grating teeth\n", + " for i, (x, w) in enumerate(zip(x_positions, tooth_widths)):\n", + " # Etched base\n", + " ax1.fill_between([x, x + periods[i]], 0, H_SI - ETCH_DEPTH,\n", + " color='#87CEEB', alpha=0.6)\n", + " # Unetched tooth\n", + " ax1.fill_between([x, x + w], H_SI - ETCH_DEPTH, H_SI,\n", + " color='#4169E1', alpha=0.8)\n", + "\n", + " ax1.axhline(y=0, color='gray', linestyle='--', linewidth=0.5, label='BOX interface')\n", + " ax1.axhline(y=H_SI, color='gray', linestyle=':', linewidth=0.5, label='Top of Si')\n", + " ax1.axhline(y=H_SI - ETCH_DEPTH, color='red', linestyle='--', linewidth=0.5, label='Etch depth')\n", + "\n", + " ax1.set_xlabel('Position along grating (μm)', fontsize=12)\n", + " ax1.set_ylabel('Height (μm)', fontsize=12)\n", + " ax1.set_title('Grating Coupler Cross-Section (Side View)\\n'\n", + " 'Blue = Silicon teeth, Light blue = Etched regions', fontsize=14, fontweight='bold')\n", + " ax1.set_xlim(-3, grating_length + 1)\n", + " ax1.set_ylim(-0.05, H_SI + 0.05)\n", + " ax1.legend(loc='upper right', fontsize=9)\n", + " ax1.grid(True, alpha=0.3)\n", + "\n", + " # Plot 2: Fill factor profile (apodization)\n", + " ax2 = axes[1]\n", + " ax2.plot(x_positions, fill_factors, 'b-o', markersize=4, linewidth=2)\n", + " ax2.axhline(y=FILL_FACTOR, color='gray', linestyle='--', label=f'Nominal FF = {FILL_FACTOR}')\n", + " ax2.fill_between(x_positions, fill_factors, alpha=0.3)\n", + "\n", + " ax2.set_xlabel('Position along grating (μm)', fontsize=12)\n", + " ax2.set_ylabel('Fill Factor', fontsize=12)\n", + " ax2.set_title('Apodization Profile: Fill Factor vs Position\\n'\n", + " 'Decreasing fill factor creates Gaussian-like output profile', fontsize=14, fontweight='bold')\n", + " ax2.set_xlim(0, grating_length)\n", + " ax2.set_ylim(0, 0.9)\n", + " ax2.legend(fontsize=10)\n", + " ax2.grid(True, alpha=0.3)\n", + "\n", + " # Add annotation explaining apodization\n", + " ax2.annotate('Higher FF at start\\n→ More coupling',\n", + " xy=(x_positions[2], fill_factors[2]),\n", + " xytext=(x_positions[2] + 2, fill_factors[2] + 0.1),\n", + " fontsize=10, arrowprops=dict(arrowstyle='->', color='green'))\n", + " ax2.annotate('Lower FF at end\\n→ Less coupling',\n", + " xy=(x_positions[-5], fill_factors[-5]),\n", + " xytext=(x_positions[-5] - 5, fill_factors[-5] + 0.15),\n", + " fontsize=10, arrowprops=dict(arrowstyle='->', color='red'))\n", + "\n", + " # Plot 3: Period variation\n", + " ax3 = axes[2]\n", + " ax3.plot(x_positions, np.array(periods) * 1000, 'r-s', markersize=4, linewidth=2)\n", + " ax3.axhline(y=grating_period * 1000, color='gray', linestyle='--',\n", + " label=f'Nominal period = {grating_period*1000:.1f} nm')\n", + " ax3.fill_between(x_positions, np.array(periods) * 1000, alpha=0.3, color='red')\n", + "\n", + " ax3.set_xlabel('Position along grating (μm)', fontsize=12)\n", + " ax3.set_ylabel('Local Period (nm)', fontsize=12)\n", + " ax3.set_title('Period Variation Along Grating\\n'\n", + " 'Period adjusts with fill factor to maintain Bragg condition', fontsize=14, fontweight='bold')\n", + " ax3.set_xlim(0, grating_length)\n", + " ax3.legend(fontsize=10)\n", + " ax3.grid(True, alpha=0.3)\n", + "\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"01_grating_design.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + "\n", + " print(f\"\\nGrating design summary:\")\n", + " print(f\" Total length: {grating_length:.1f} μm\")\n", + " print(f\" Number of periods: {N_PERIODS}\")\n", + " print(f\" Fill factor range: {min(fill_factors):.2f} to {max(fill_factors):.2f}\")\n", + " print(f\" Period range: {min(periods)*1000:.1f} to {max(periods)*1000:.1f} nm\")\n", + " print(f\"\\nSaved: {RESULTS_DIR / '01_grating_design.png'}\")\n", + "\n", + " return grating_length\n", + "\n", + "grating_length = plot_grating_design()" + ] + }, + { + "cell_type": "markdown", + "id": "d155a61c", + "metadata": {}, + "source": [ + "### 2.4 Microlens and Fiber Parameters\n", + "\n", + "The microlens is formed at the SiO2/air interface, typically by etching or\n", + "molding a curved surface into the silica cladding.\n", + "\n", + "#### Thin Lens Approximation\n", + "For a plano-convex lens with radius of curvature R at a refractive interface:\n", + "\n", + "$$f = \\frac{R}{n_{lens} - n_{medium}}$$\n", + "\n", + "The lens applies a phase transformation:\n", + "\n", + "$$\\phi(x, y) = -\\frac{k (x^2 + y^2)}{2f}$$\n", + "\n", + "where $k = 2\\pi n / \\lambda$ is the wavenumber in the medium." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2fd9cafa", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--- Optical System Parameters ---\n", + "Microlens radius: 120.0 μm\n", + "Focal length: 272.7 μm\n", + "Grating to lens: 300.0 μm\n", + "Lens to fiber: 300.0 μm\n", + "Fiber beam waist: 13.0 μm\n" + ] + } + ], + "source": [ + "# Microlens parameters\n", + "MICROLENS_RADIUS = 120.0 # Radius of curvature (μm)\n", + "SI_LAYER_THICKNESS = 300.0 # Distance: grating to microlens (μm)\n", + "MICROLENS_TO_FIBER = 300.0 # Distance: microlens to fiber (μm)\n", + "\n", + "# Calculate focal length (thin lens approximation)\n", + "# Light goes from SiO2 (n=1.44) through curved surface to air (n=1.0)\n", + "FOCAL_LENGTH = MICROLENS_RADIUS / (N_SIO2 - N_AIR)\n", + "\n", + "# Fiber parameters (expanded core single-mode fiber)\n", + "FIBER_BEAM_WAIST = 13.0 # 1/e² intensity radius (μm)\n", + "FIBER_MFD = 10.4 # Standard SMF mode field diameter for reference\n", + "\n", + "print(f\"\\n--- Optical System Parameters ---\")\n", + "print(f\"Microlens radius: {MICROLENS_RADIUS} μm\")\n", + "print(f\"Focal length: {FOCAL_LENGTH:.1f} μm\")\n", + "print(f\"Grating to lens: {SI_LAYER_THICKNESS} μm\")\n", + "print(f\"Lens to fiber: {MICROLENS_TO_FIBER} μm\")\n", + "print(f\"Fiber beam waist: {FIBER_BEAM_WAIST} μm\")" + ] + }, + { + "cell_type": "markdown", + "id": "916cfffd", + "metadata": {}, + "source": [ + "### 2.5 Visualizing the Optical System\n", + "\n", + "This diagram shows the complete optical path from the waveguide through\n", + "the microlens to the fiber." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a17bb9ba", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Saved: tutorial_results/02_optical_system_diagram.png\n" + ] + } + ], + "source": [ + "def plot_optical_system_diagram():\n", + " \"\"\"\n", + " Create a schematic diagram of the complete optical system.\n", + "\n", + " Shows:\n", + " - Waveguide with grating coupler\n", + " - SiO2 cladding layer\n", + " - Microlens at SiO2/air interface\n", + " - Air gap to fiber\n", + " - Fiber position\n", + " \"\"\"\n", + " fig, ax = plt.subplots(figsize=(12, 10))\n", + "\n", + " # Define z-coordinates (vertical)\n", + " z_grating = 0\n", + " z_lens = SI_LAYER_THICKNESS\n", + " z_fiber = SI_LAYER_THICKNESS + MICROLENS_TO_FIBER\n", + "\n", + " # Draw layers\n", + " # Silicon substrate (below grating)\n", + " ax.fill_between([-60, 60], -50, 0, color='#4169E1', alpha=0.3, label='Silicon')\n", + "\n", + " # BOX layer\n", + " ax.fill_between([-60, 60], 0, 5, color='#87CEEB', alpha=0.5, label='BOX (SiO2)')\n", + "\n", + " # SiO2 cladding\n", + " ax.fill_between([-60, 60], 5, z_lens, color='#E6E6FA', alpha=0.5, label='SiO2 cladding')\n", + "\n", + " # Air above lens\n", + " ax.fill_between([-60, 60], z_lens, z_fiber + 50, color='#FFFFFF', alpha=0.3, label='Air')\n", + "\n", + " # Draw grating coupler\n", + " grating_x = np.linspace(-grating_length/2, grating_length/2, 100)\n", + " ax.plot(grating_x, np.zeros_like(grating_x), 'b-', linewidth=3, label='Grating coupler')\n", + "\n", + " # Draw waveguide\n", + " ax.arrow(-grating_length/2 - 10, 0, 8, 0, head_width=5, head_length=2, fc='blue', ec='blue')\n", + " ax.text(-grating_length/2 - 15, -15, 'Input\\nWaveguide', fontsize=10, ha='center')\n", + "\n", + " # Draw radiated beam (cone)\n", + " beam_angle = np.radians(GRATING_ANGLE)\n", + " beam_width_start = grating_length * 0.8\n", + " beam_width_end = beam_width_start + 2 * z_lens * np.tan(np.radians(10)) # Divergence\n", + "\n", + " # Left edge of beam\n", + " x_left_start = -beam_width_start/2\n", + " x_left_end = z_lens * np.tan(beam_angle) - beam_width_end/2\n", + "\n", + " # Right edge of beam\n", + " x_right_start = beam_width_start/2\n", + " x_right_end = z_lens * np.tan(beam_angle) + beam_width_end/2\n", + "\n", + " # Draw beam cone (light radiation)\n", + " from matplotlib.patches import Polygon\n", + " beam_vertices = [\n", + " (x_left_start, 5),\n", + " (x_right_start, 5),\n", + " (x_right_end, z_lens - 10),\n", + " (x_left_end, z_lens - 10)\n", + " ]\n", + " beam_polygon = Polygon(beam_vertices, alpha=0.3, color='yellow', label='Radiated beam')\n", + " ax.add_patch(beam_polygon)\n", + "\n", + " # Draw microlens\n", + " lens_x = np.linspace(-40, 40, 100)\n", + " lens_curve = z_lens + (lens_x**2) / (2 * MICROLENS_RADIUS) * 0.5 # Exaggerated curvature for visibility\n", + " ax.fill_between(lens_x, z_lens, lens_curve, color='#ADD8E6', alpha=0.8, label='Microlens')\n", + " ax.plot(lens_x, lens_curve, 'b-', linewidth=2)\n", + "\n", + " # Draw fiber\n", + " fiber_radius = 62.5 # Standard fiber cladding radius (μm), scaled down for plot\n", + " fiber_x_center = z_lens * np.tan(beam_angle) # Fiber aligned with beam\n", + " fiber_circle = plt.Circle((fiber_x_center, z_fiber), 15, color='#FFD700', alpha=0.7, label='Fiber core')\n", + " ax.add_patch(fiber_circle)\n", + " fiber_cladding = plt.Circle((fiber_x_center, z_fiber), 25, color='#D3D3D3', alpha=0.3)\n", + " ax.add_patch(fiber_cladding)\n", + " ax.text(fiber_x_center, z_fiber + 35, 'Fiber', fontsize=11, ha='center', fontweight='bold')\n", + "\n", + " # Draw focal point\n", + " focal_z = z_lens + FOCAL_LENGTH * 0.3 # Scaled for visibility\n", + " ax.plot(z_lens * np.tan(beam_angle), focal_z, 'r*', markersize=15, label='Focal region')\n", + "\n", + " # Add dimension annotations\n", + " # Distance: grating to lens\n", + " ax.annotate('', xy=(50, 5), xytext=(50, z_lens),\n", + " arrowprops=dict(arrowstyle='<->', color='black'))\n", + " ax.text(55, z_lens/2, f'{SI_LAYER_THICKNESS:.0f} μm\\n(SiO2)', fontsize=10, va='center')\n", + "\n", + " # Distance: lens to fiber\n", + " ax.annotate('', xy=(50, z_lens), xytext=(50, z_fiber),\n", + " arrowprops=dict(arrowstyle='<->', color='black'))\n", + " ax.text(55, (z_lens + z_fiber)/2, f'{MICROLENS_TO_FIBER:.0f} μm\\n(Air)', fontsize=10, va='center')\n", + "\n", + " # Grating angle annotation\n", + " ax.annotate(f'θ = {GRATING_ANGLE}°', xy=(5, 50), fontsize=11,\n", + " bbox=dict(boxstyle='round', facecolor='wheat', alpha=0.5))\n", + "\n", + " # Labels\n", + " ax.set_xlabel('Lateral position (μm)', fontsize=12)\n", + " ax.set_ylabel('Vertical position z (μm)', fontsize=12)\n", + " ax.set_title('Microlens-Enhanced Grating Coupler System\\n'\n", + " 'Schematic showing optical path from waveguide to fiber',\n", + " fontsize=14, fontweight='bold')\n", + "\n", + " ax.set_xlim(-60, 70)\n", + " ax.set_ylim(-60, z_fiber + 60)\n", + " ax.set_aspect('equal')\n", + " ax.legend(loc='lower left', fontsize=9)\n", + " ax.grid(True, alpha=0.3)\n", + "\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"02_optical_system_diagram.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + "\n", + " print(f\"\\nSaved: {RESULTS_DIR / '02_optical_system_diagram.png'}\")\n", + "\n", + "plot_optical_system_diagram()" + ] + }, + { + "cell_type": "markdown", + "id": "00960976", + "metadata": {}, + "source": [ + "## 3. Fresnel Propagation Theory\n", + "\n", + "### 3.1 The Angular Spectrum Method\n", + "\n", + "To propagate the electromagnetic field from the grating to the fiber, we use\n", + "the Angular Spectrum Method (ASM), which is exact for paraxial beams and\n", + "efficient via FFT.\n", + "\n", + "The field at distance z is computed as:\n", + "\n", + "1. **Fourier transform** the input field: $\\tilde{E}(k_x, k_y) = \\mathcal{F}[E(x, y)]$\n", + "\n", + "2. **Apply transfer function**: $\\tilde{E}'(k_x, k_y) = \\tilde{E}(k_x, k_y) \\cdot H(k_x, k_y, z)$\n", + "\n", + " where $H(k_x, k_y, z) = \\exp(i k_z z)$ and $k_z = \\sqrt{k^2 - k_x^2 - k_y^2}$\n", + "\n", + "3. **Inverse Fourier transform**: $E(x, y, z) = \\mathcal{F}^{-1}[\\tilde{E}'(k_x, k_y)]$\n", + "\n", + "For evanescent waves ($k_x^2 + k_y^2 > k^2$), we set the transfer function to zero." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f116063a", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fresnel propagation classes defined.\n" + ] + } + ], + "source": [ + "class FresnelPropagator:\n", + " \"\"\"\n", + " Implements FFT-based Fresnel propagation using the Angular Spectrum Method.\n", + "\n", + " This class provides methods for:\n", + " - Free-space beam propagation\n", + " - Tilted beam propagation (for angled grating output)\n", + " - Thin lens phase transformations\n", + "\n", + " Parameters\n", + " ----------\n", + " wavelength : float\n", + " Wavelength in the medium (μm)\n", + " refractive_index : float\n", + " Refractive index of the propagation medium\n", + "\n", + " Example\n", + " -------\n", + " >>> propagator = FresnelPropagator(wavelength=1.55, refractive_index=1.44)\n", + " >>> E_out = propagator.propagate(E_in, distance=300, dx=0.5, dy=0.5)\n", + " \"\"\"\n", + "\n", + " def __init__(self, wavelength: float, refractive_index: float = 1.0):\n", + " self.wavelength = wavelength\n", + " self.n = refractive_index\n", + " self.k = 2 * np.pi * refractive_index / wavelength\n", + "\n", + " def propagate(self, E: np.ndarray, distance: float, dx: float, dy: float) -> np.ndarray:\n", + " \"\"\"\n", + " Propagate field using Angular Spectrum Method.\n", + "\n", + " Parameters\n", + " ----------\n", + " E : ndarray\n", + " Complex electric field (2D array)\n", + " distance : float\n", + " Propagation distance (μm)\n", + " dx, dy : float\n", + " Grid spacing (μm)\n", + "\n", + " Returns\n", + " -------\n", + " ndarray\n", + " Propagated field\n", + " \"\"\"\n", + " ny, nx = E.shape\n", + "\n", + " # Spatial frequencies\n", + " fx = np.fft.fftfreq(nx, dx)\n", + " fy = np.fft.fftfreq(ny, dy)\n", + " FX, FY = np.meshgrid(fx, fy)\n", + "\n", + " # Wave vector components\n", + " kx = 2 * np.pi * FX\n", + " ky = 2 * np.pi * FY\n", + "\n", + " # z-component of wave vector (handle evanescent waves)\n", + " k_sq = self.k**2\n", + " kt_sq = kx**2 + ky**2\n", + "\n", + " # Propagating waves: k_z is real\n", + " # Evanescent waves: k_z would be imaginary, set to zero (no propagation)\n", + " kz = np.sqrt(np.maximum(k_sq - kt_sq, 0))\n", + "\n", + " # Transfer function\n", + " H = np.exp(1j * kz * distance)\n", + "\n", + " # Filter evanescent waves\n", + " H[kt_sq > k_sq] = 0\n", + "\n", + " # Propagate via FFT\n", + " E_fft = np.fft.fft2(E)\n", + " E_prop = np.fft.ifft2(E_fft * H)\n", + "\n", + " return E_prop\n", + "\n", + " def apply_tilt(self, E: np.ndarray, theta_x: float, theta_y: float,\n", + " x: np.ndarray, y: np.ndarray) -> np.ndarray:\n", + " \"\"\"\n", + " Apply a linear phase gradient to tilt the beam.\n", + "\n", + " This models the tilted output from a grating coupler.\n", + "\n", + " Parameters\n", + " ----------\n", + " E : ndarray\n", + " Complex electric field\n", + " theta_x, theta_y : float\n", + " Tilt angles in x and y directions (degrees)\n", + " x, y : ndarray\n", + " Coordinate arrays (μm)\n", + "\n", + " Returns\n", + " -------\n", + " ndarray\n", + " Tilted field\n", + " \"\"\"\n", + " X, Y = np.meshgrid(x, y)\n", + "\n", + " # Phase gradient for tilted beam\n", + " kx_tilt = self.k * np.sin(np.radians(theta_x))\n", + " ky_tilt = self.k * np.sin(np.radians(theta_y))\n", + "\n", + " phase = kx_tilt * X + ky_tilt * Y\n", + " return E * np.exp(1j * phase)\n", + "\n", + "\n", + "class ThinLens:\n", + " \"\"\"\n", + " Implements a thin lens phase transformation.\n", + "\n", + " The lens applies a quadratic phase that focuses or defocuses the beam:\n", + "\n", + " φ(x, y) = -k(x² + y²) / (2f)\n", + "\n", + " Parameters\n", + " ----------\n", + " focal_length : float\n", + " Focal length of the lens (μm)\n", + " wavelength : float\n", + " Wavelength in the medium after the lens (μm)\n", + " refractive_index : float\n", + " Refractive index of medium after the lens\n", + "\n", + " Attributes\n", + " ----------\n", + " radius : float\n", + " Radius of curvature (calculated from focal length)\n", + " \"\"\"\n", + "\n", + " def __init__(self, focal_length: float, wavelength: float, refractive_index: float = 1.0):\n", + " self.f = focal_length\n", + " self.wavelength = wavelength\n", + " self.n = refractive_index\n", + " self.k = 2 * np.pi * refractive_index / wavelength\n", + " # Back-calculate radius from focal length\n", + " self.radius = focal_length * (N_SIO2 - refractive_index)\n", + "\n", + " def apply(self, E: np.ndarray, x: np.ndarray, y: np.ndarray) -> np.ndarray:\n", + " \"\"\"\n", + " Apply thin lens phase transformation.\n", + "\n", + " Parameters\n", + " ----------\n", + " E : ndarray\n", + " Input field\n", + " x, y : ndarray\n", + " Coordinate arrays (μm)\n", + "\n", + " Returns\n", + " -------\n", + " ndarray\n", + " Field after lens\n", + " \"\"\"\n", + " X, Y = np.meshgrid(x, y)\n", + "\n", + " # Quadratic phase for thin lens\n", + " phase = -self.k * (X**2 + Y**2) / (2 * self.f)\n", + "\n", + " return E * np.exp(1j * phase)\n", + "\n", + "\n", + "print(\"Fresnel propagation classes defined.\")" + ] + }, + { + "cell_type": "markdown", + "id": "78626839", + "metadata": {}, + "source": [ + "### 3.2 Visualizing the Angular Spectrum Method\n", + "\n", + "Let's visualize how the ASM works by showing the spatial and frequency domain\n", + "representations of a propagating Gaussian beam." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "1e0fd851", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Saved: tutorial_results/03_angular_spectrum_method.png\n" + ] + } + ], + "source": [ + "def demonstrate_angular_spectrum_method():\n", + " \"\"\"\n", + " Visualize the Angular Spectrum Method step by step.\n", + "\n", + " Shows:\n", + " - Input Gaussian beam\n", + " - Fourier transform (angular spectrum)\n", + " - Transfer function\n", + " - Output field after propagation\n", + " \"\"\"\n", + " # Create a simple Gaussian beam\n", + " grid_size = 256\n", + " grid_extent = 100.0\n", + " x = np.linspace(-grid_extent/2, grid_extent/2, grid_size)\n", + " y = np.linspace(-grid_extent/2, grid_extent/2, grid_size)\n", + " dx = x[1] - x[0]\n", + " dy = y[1] - y[0]\n", + " X, Y = np.meshgrid(x, y)\n", + "\n", + " # Gaussian beam parameters\n", + " waist = 10.0 # μm\n", + " E_in = np.exp(-(X**2 + Y**2) / waist**2)\n", + "\n", + " # Propagation setup\n", + " propagator = FresnelPropagator(WAVELENGTH, N_SIO2)\n", + " z_prop = 200.0 # μm\n", + "\n", + " # Step-by-step propagation\n", + " # Step 1: Input field\n", + "\n", + " # Step 2: Fourier transform\n", + " E_fft = np.fft.fft2(E_in)\n", + " E_fft_shifted = np.fft.fftshift(E_fft)\n", + "\n", + " # Step 3: Transfer function\n", + " fx = np.fft.fftfreq(grid_size, dx)\n", + " fy = np.fft.fftfreq(grid_size, dy)\n", + " FX, FY = np.meshgrid(fx, fy)\n", + " kx = 2 * np.pi * FX\n", + " ky = 2 * np.pi * FY\n", + "\n", + " k_sq = propagator.k**2\n", + " kt_sq = kx**2 + ky**2\n", + " kz = np.sqrt(np.maximum(k_sq - kt_sq, 0))\n", + " H = np.exp(1j * kz * z_prop)\n", + " H[kt_sq > k_sq] = 0\n", + " H_shifted = np.fft.fftshift(H)\n", + "\n", + " # Step 4: Output field\n", + " E_out = propagator.propagate(E_in, z_prop, dx, dy)\n", + "\n", + " # Create visualization\n", + " fig = plt.figure(figsize=(16, 12))\n", + " gs = GridSpec(3, 4, figure=fig, hspace=0.3, wspace=0.3)\n", + "\n", + " # Row 1: Spatial domain\n", + " ax1 = fig.add_subplot(gs[0, 0])\n", + " im1 = ax1.pcolormesh(x, y, np.abs(E_in)**2, cmap='hot', shading='auto')\n", + " ax1.set_title('Step 1: Input Field |E|²\\nGaussian beam at z=0', fontsize=11)\n", + " ax1.set_xlabel('x (μm)')\n", + " ax1.set_ylabel('y (μm)')\n", + " ax1.set_aspect('equal')\n", + " plt.colorbar(im1, ax=ax1)\n", + "\n", + " # Row 1: FFT\n", + " ax2 = fig.add_subplot(gs[0, 1])\n", + " fx_shifted = np.fft.fftshift(fx)\n", + " fy_shifted = np.fft.fftshift(fy)\n", + " im2 = ax2.pcolormesh(fx_shifted, fy_shifted, np.log10(np.abs(E_fft_shifted)**2 + 1e-10),\n", + " cmap='viridis', shading='auto')\n", + " ax2.set_title('Step 2: Angular Spectrum\\nlog₁₀|FFT(E)|²', fontsize=11)\n", + " ax2.set_xlabel('fx (1/μm)')\n", + " ax2.set_ylabel('fy (1/μm)')\n", + " ax2.set_aspect('equal')\n", + " ax2.set_xlim(-1, 1)\n", + " ax2.set_ylim(-1, 1)\n", + " plt.colorbar(im2, ax=ax2)\n", + "\n", + " # Row 1: Transfer function magnitude\n", + " ax3 = fig.add_subplot(gs[0, 2])\n", + " im3 = ax3.pcolormesh(fx_shifted, fy_shifted, np.abs(H_shifted), cmap='Blues', shading='auto')\n", + " ax3.set_title(f'Step 3: Transfer Function |H|\\nz = {z_prop} μm', fontsize=11)\n", + " ax3.set_xlabel('fx (1/μm)')\n", + " ax3.set_ylabel('fy (1/μm)')\n", + " ax3.set_aspect('equal')\n", + " ax3.set_xlim(-1, 1)\n", + " ax3.set_ylim(-1, 1)\n", + " # Draw evanescent wave cutoff circle\n", + " theta_plot = np.linspace(0, 2*np.pi, 100)\n", + " k_cutoff = propagator.k / (2 * np.pi) # in 1/μm\n", + " ax3.plot(k_cutoff * np.cos(theta_plot), k_cutoff * np.sin(theta_plot), 'r--',\n", + " linewidth=2, label='Evanescent cutoff')\n", + " ax3.legend(fontsize=9)\n", + " plt.colorbar(im3, ax=ax3)\n", + "\n", + " # Row 1: Output field\n", + " ax4 = fig.add_subplot(gs[0, 3])\n", + " im4 = ax4.pcolormesh(x, y, np.abs(E_out)**2, cmap='hot', shading='auto')\n", + " ax4.set_title(f'Step 4: Output Field |E|²\\nPropagated to z={z_prop} μm', fontsize=11)\n", + " ax4.set_xlabel('x (μm)')\n", + " ax4.set_ylabel('y (μm)')\n", + " ax4.set_aspect('equal')\n", + " plt.colorbar(im4, ax=ax4)\n", + "\n", + " # Row 2: Phase of transfer function\n", + " ax5 = fig.add_subplot(gs[1, 0:2])\n", + " im5 = ax5.pcolormesh(fx_shifted, fy_shifted, np.angle(H_shifted),\n", + " cmap='twilight', shading='auto', vmin=-np.pi, vmax=np.pi)\n", + " ax5.set_title('Transfer Function Phase ∠H\\nQuadratic phase causes diffraction', fontsize=11)\n", + " ax5.set_xlabel('fx (1/μm)')\n", + " ax5.set_ylabel('fy (1/μm)')\n", + " ax5.set_aspect('equal')\n", + " ax5.set_xlim(-0.5, 0.5)\n", + " ax5.set_ylim(-0.5, 0.5)\n", + " plt.colorbar(im5, ax=ax5, label='Phase (rad)')\n", + "\n", + " # Row 2: 1D cross-sections\n", + " ax6 = fig.add_subplot(gs[1, 2:4])\n", + " center_idx = grid_size // 2\n", + " ax6.plot(x, np.abs(E_in[center_idx, :])**2, 'b-', linewidth=2, label='Input (z=0)')\n", + " ax6.plot(x, np.abs(E_out[center_idx, :])**2, 'r-', linewidth=2, label=f'Output (z={z_prop}μm)')\n", + " ax6.set_xlabel('x (μm)', fontsize=12)\n", + " ax6.set_ylabel('Intensity |E|²', fontsize=12)\n", + " ax6.set_title('Beam Expansion Due to Diffraction\\n1D cross-section through beam center', fontsize=11)\n", + " ax6.legend(fontsize=10)\n", + " ax6.grid(True, alpha=0.3)\n", + " ax6.set_xlim(-50, 50)\n", + "\n", + " # Row 3: Explanation text\n", + " ax7 = fig.add_subplot(gs[2, :])\n", + " ax7.axis('off')\n", + " explanation = \"\"\"\n", + " The Angular Spectrum Method (ASM) propagates electromagnetic fields using Fourier optics:\n", + "\n", + " 1. FOURIER TRANSFORM: Decompose the field into plane wave components (angular spectrum)\n", + " Each spatial frequency (fx, fy) represents a plane wave propagating at angle θ = arcsin(λ·f)\n", + "\n", + " 2. TRANSFER FUNCTION: Each plane wave accumulates phase as it propagates\n", + " H(fx, fy; z) = exp(i·kz·z) where kz = √(k² - kx² - ky²)\n", + " Evanescent waves (|k_t| > k) are filtered out\n", + "\n", + " 3. INVERSE FFT: Recombine plane waves to get the propagated field\n", + "\n", + " Key insight: Diffraction occurs because different angular components accumulate different phases!\n", + " \"\"\"\n", + " ax7.text(0.5, 0.5, explanation, transform=ax7.transAxes, fontsize=11,\n", + " verticalalignment='center', horizontalalignment='center',\n", + " bbox=dict(boxstyle='round', facecolor='lightyellow', alpha=0.8),\n", + " family='monospace')\n", + "\n", + " plt.suptitle('Angular Spectrum Method: Step-by-Step Visualization',\n", + " fontsize=14, fontweight='bold')\n", + " plt.savefig(RESULTS_DIR / \"03_angular_spectrum_method.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + "\n", + " print(f\"\\nSaved: {RESULTS_DIR / '03_angular_spectrum_method.png'}\")\n", + "\n", + "demonstrate_angular_spectrum_method()" + ] + }, + { + "cell_type": "markdown", + "id": "6bb95433", + "metadata": {}, + "source": [ + "## 4. Mode Overlap Calculation\n", + "\n", + "### 4.1 Fiber Coupling Efficiency\n", + "\n", + "The coupling efficiency into a single-mode fiber is determined by the overlap\n", + "integral between the incident field and the fiber mode:\n", + "\n", + "$$\\eta = \\frac{|\\int E_{beam} \\cdot E_{fiber}^* \\, dA|^2}\n", + " {\\int |E_{beam}|^2 \\, dA \\cdot \\int |E_{fiber}|^2 \\, dA}$$\n", + "\n", + "For a Gaussian fiber mode:\n", + "\n", + "$$E_{fiber}(x, y) = \\exp\\left(-\\frac{(x-x_0)^2 + (y-y_0)^2}{w_0^2}\\right)$$\n", + "\n", + "where $w_0$ is the beam waist (1/e² intensity radius)." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c15fee62", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mode overlap functions defined.\n" + ] + } + ], + "source": [ + "def gaussian_mode(x: np.ndarray, y: np.ndarray, waist: float,\n", + " center_x: float = 0, center_y: float = 0) -> np.ndarray:\n", + " \"\"\"\n", + " Generate a Gaussian fiber mode profile.\n", + "\n", + " Parameters\n", + " ----------\n", + " x, y : ndarray\n", + " Coordinate arrays (μm)\n", + " waist : float\n", + " Beam waist / 1/e² intensity radius (μm)\n", + " center_x, center_y : float\n", + " Mode center position (μm)\n", + "\n", + " Returns\n", + " -------\n", + " ndarray\n", + " 2D Gaussian mode profile (normalized)\n", + " \"\"\"\n", + " X, Y = np.meshgrid(x, y)\n", + " r_sq = (X - center_x)**2 + (Y - center_y)**2\n", + " E = np.exp(-r_sq / waist**2)\n", + "\n", + " # Normalize so that integral of |E|² = 1\n", + " dx = x[1] - x[0]\n", + " dy = y[1] - y[0]\n", + " norm = np.sqrt(np.sum(np.abs(E)**2) * dx * dy)\n", + "\n", + " return E / norm\n", + "\n", + "\n", + "def calculate_coupling_efficiency(E_beam: np.ndarray, x: np.ndarray, y: np.ndarray,\n", + " fiber_waist: float, fiber_offset_x: float = 0,\n", + " fiber_offset_y: float = 0) -> float:\n", + " \"\"\"\n", + " Calculate coupling efficiency into a single-mode fiber.\n", + "\n", + " Parameters\n", + " ----------\n", + " E_beam : ndarray\n", + " Incident beam field\n", + " x, y : ndarray\n", + " Coordinate arrays (μm)\n", + " fiber_waist : float\n", + " Fiber mode waist (μm)\n", + " fiber_offset_x, fiber_offset_y : float\n", + " Fiber position offset from origin (μm)\n", + "\n", + " Returns\n", + " -------\n", + " float\n", + " Coupling efficiency (0 to 1)\n", + " \"\"\"\n", + " # Generate fiber mode\n", + " E_fiber = gaussian_mode(x, y, fiber_waist, fiber_offset_x, fiber_offset_y)\n", + "\n", + " dx = x[1] - x[0]\n", + " dy = y[1] - y[0]\n", + "\n", + " # Overlap integral\n", + " overlap = np.sum(E_beam * np.conj(E_fiber)) * dx * dy\n", + "\n", + " # Normalization\n", + " beam_power = np.sum(np.abs(E_beam)**2) * dx * dy\n", + " fiber_power = np.sum(np.abs(E_fiber)**2) * dx * dy\n", + "\n", + " # Coupling efficiency\n", + " efficiency = np.abs(overlap)**2 / (beam_power * fiber_power)\n", + "\n", + " return float(efficiency)\n", + "\n", + "\n", + "print(\"Mode overlap functions defined.\")" + ] + }, + { + "cell_type": "markdown", + "id": "0af4e87d", + "metadata": {}, + "source": [ + "### 4.2 Visualizing Mode Overlap\n", + "\n", + "Let's visualize how the mode overlap integral works and why beam shape matters." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "41664b00", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Saved: tutorial_results/04_mode_overlap_concept.png\n" + ] + } + ], + "source": [ + "def demonstrate_mode_overlap():\n", + " \"\"\"\n", + " Visualize the mode overlap concept with different beam profiles.\n", + "\n", + " Shows:\n", + " - How overlap integral works\n", + " - Effect of beam waist mismatch\n", + " - Effect of lateral offset\n", + " \"\"\"\n", + " grid_size = 256\n", + " grid_extent = 60.0\n", + " x = np.linspace(-grid_extent/2, grid_extent/2, grid_size)\n", + " y = np.linspace(-grid_extent/2, grid_extent/2, grid_size)\n", + " X, Y = np.meshgrid(x, y)\n", + "\n", + " fiber_waist = FIBER_BEAM_WAIST # 13 μm\n", + "\n", + " fig, axes = plt.subplots(2, 4, figsize=(16, 8))\n", + "\n", + " # Case 1: Perfect match\n", + " E_beam1 = gaussian_mode(x, y, fiber_waist)\n", + " E_fiber = gaussian_mode(x, y, fiber_waist)\n", + " eff1 = calculate_coupling_efficiency(E_beam1, x, y, fiber_waist)\n", + "\n", + " axes[0, 0].pcolormesh(x, y, np.abs(E_beam1)**2, cmap='Reds', shading='auto')\n", + " axes[0, 0].contour(X, Y, np.abs(E_fiber)**2, levels=[0.135], colors='blue', linewidths=2)\n", + " axes[0, 0].set_title(f'Perfect Match\\nη = {eff1*100:.1f}%', fontsize=11)\n", + " axes[0, 0].set_xlabel('x (μm)')\n", + " axes[0, 0].set_ylabel('y (μm)')\n", + " axes[0, 0].set_aspect('equal')\n", + "\n", + " # Case 2: Beam too small\n", + " E_beam2 = gaussian_mode(x, y, fiber_waist * 0.5)\n", + " eff2 = calculate_coupling_efficiency(E_beam2, x, y, fiber_waist)\n", + "\n", + " axes[0, 1].pcolormesh(x, y, np.abs(E_beam2)**2, cmap='Reds', shading='auto')\n", + " axes[0, 1].contour(X, Y, np.abs(E_fiber)**2, levels=[0.135], colors='blue', linewidths=2)\n", + " axes[0, 1].set_title(f'Beam Too Small (0.5×)\\nη = {eff2*100:.1f}%', fontsize=11)\n", + " axes[0, 1].set_xlabel('x (μm)')\n", + " axes[0, 1].set_aspect('equal')\n", + "\n", + " # Case 3: Beam too large\n", + " E_beam3 = gaussian_mode(x, y, fiber_waist * 2.0)\n", + " eff3 = calculate_coupling_efficiency(E_beam3, x, y, fiber_waist)\n", + "\n", + " axes[0, 2].pcolormesh(x, y, np.abs(E_beam3)**2, cmap='Reds', shading='auto')\n", + " axes[0, 2].contour(X, Y, np.abs(E_fiber)**2, levels=[0.135], colors='blue', linewidths=2)\n", + " axes[0, 2].set_title(f'Beam Too Large (2×)\\nη = {eff3*100:.1f}%', fontsize=11)\n", + " axes[0, 2].set_xlabel('x (μm)')\n", + " axes[0, 2].set_aspect('equal')\n", + "\n", + " # Case 4: Lateral offset\n", + " E_beam4 = gaussian_mode(x, y, fiber_waist, center_x=10)\n", + " eff4 = calculate_coupling_efficiency(E_beam4, x, y, fiber_waist)\n", + "\n", + " axes[0, 3].pcolormesh(x, y, np.abs(E_beam4)**2, cmap='Reds', shading='auto')\n", + " axes[0, 3].contour(X, Y, np.abs(E_fiber)**2, levels=[0.135], colors='blue', linewidths=2)\n", + " axes[0, 3].set_title(f'10 μm Offset\\nη = {eff4*100:.1f}%', fontsize=11)\n", + " axes[0, 3].set_xlabel('x (μm)')\n", + " axes[0, 3].set_aspect('equal')\n", + "\n", + " # Row 2: Quantitative analysis\n", + "\n", + " # Waist mismatch scan\n", + " waist_ratios = np.linspace(0.3, 3.0, 50)\n", + " eff_waist = []\n", + " for ratio in waist_ratios:\n", + " E = gaussian_mode(x, y, fiber_waist * ratio)\n", + " eff_waist.append(calculate_coupling_efficiency(E, x, y, fiber_waist))\n", + "\n", + " axes[1, 0].plot(waist_ratios, np.array(eff_waist) * 100, 'b-', linewidth=2)\n", + " axes[1, 0].axvline(x=1.0, color='green', linestyle='--', label='Perfect match')\n", + " axes[1, 0].axhline(y=50, color='red', linestyle=':', label='50% efficiency')\n", + " axes[1, 0].set_xlabel('Beam waist / Fiber waist', fontsize=11)\n", + " axes[1, 0].set_ylabel('Coupling Efficiency (%)', fontsize=11)\n", + " axes[1, 0].set_title('Mode Size Mismatch Effect', fontsize=11)\n", + " axes[1, 0].legend(fontsize=9)\n", + " axes[1, 0].grid(True, alpha=0.3)\n", + " axes[1, 0].set_xlim(0.3, 3.0)\n", + "\n", + " # Offset scan\n", + " offsets = np.linspace(-25, 25, 51)\n", + " eff_offset = []\n", + " for off in offsets:\n", + " E = gaussian_mode(x, y, fiber_waist, center_x=off)\n", + " eff_offset.append(calculate_coupling_efficiency(E, x, y, fiber_waist))\n", + "\n", + " axes[1, 1].plot(offsets, np.array(eff_offset) * 100, 'r-', linewidth=2)\n", + " axes[1, 1].axhline(y=50, color='gray', linestyle=':', label='3dB level')\n", + " half_max_idx = np.where(np.array(eff_offset) >= 0.5 * max(eff_offset))[0]\n", + " if len(half_max_idx) > 0:\n", + " tolerance = offsets[half_max_idx[-1]] - offsets[half_max_idx[0]]\n", + " axes[1, 1].fill_between(offsets[half_max_idx], 0, 100, alpha=0.2, color='green')\n", + " axes[1, 1].set_title(f'Alignment Tolerance\\n3dB width = {tolerance:.1f} μm', fontsize=11)\n", + " else:\n", + " axes[1, 1].set_title('Alignment Tolerance', fontsize=11)\n", + " axes[1, 1].set_xlabel('Lateral Offset (μm)', fontsize=11)\n", + " axes[1, 1].set_ylabel('Coupling Efficiency (%)', fontsize=11)\n", + " axes[1, 1].legend(fontsize=9)\n", + " axes[1, 1].grid(True, alpha=0.3)\n", + "\n", + " # Overlap product visualization\n", + " E_beam_viz = gaussian_mode(x, y, fiber_waist * 0.7, center_x=5)\n", + " E_fiber_viz = gaussian_mode(x, y, fiber_waist)\n", + " overlap_product = np.abs(E_beam_viz) * np.abs(E_fiber_viz)\n", + "\n", + " axes[1, 2].pcolormesh(x, y, overlap_product, cmap='Purples', shading='auto')\n", + " axes[1, 2].set_title('Overlap Integrand\\n|E_beam| × |E_fiber|', fontsize=11)\n", + " axes[1, 2].set_xlabel('x (μm)')\n", + " axes[1, 2].set_ylabel('y (μm)')\n", + " axes[1, 2].set_aspect('equal')\n", + "\n", + " # 1D profiles\n", + " center_idx = grid_size // 2\n", + " axes[1, 3].plot(x, np.abs(E_beam_viz[center_idx, :])**2, 'r-', linewidth=2, label='Beam')\n", + " axes[1, 3].plot(x, np.abs(E_fiber_viz[center_idx, :])**2, 'b-', linewidth=2, label='Fiber mode')\n", + " axes[1, 3].plot(x, overlap_product[center_idx, :] * 3, 'purple', linewidth=2,\n", + " linestyle='--', label='Overlap (scaled)')\n", + " axes[1, 3].set_xlabel('x (μm)', fontsize=11)\n", + " axes[1, 3].set_ylabel('Intensity', fontsize=11)\n", + " axes[1, 3].set_title('1D Mode Profiles', fontsize=11)\n", + " axes[1, 3].legend(fontsize=9)\n", + " axes[1, 3].grid(True, alpha=0.3)\n", + " axes[1, 3].set_xlim(-30, 30)\n", + "\n", + " plt.suptitle('Mode Overlap: How Beam Shape Affects Fiber Coupling',\n", + " fontsize=14, fontweight='bold')\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"04_mode_overlap_concept.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + "\n", + " print(f\"\\nSaved: {RESULTS_DIR / '04_mode_overlap_concept.png'}\")\n", + "\n", + "demonstrate_mode_overlap()" + ] + }, + { + "cell_type": "markdown", + "id": "c71497f1", + "metadata": {}, + "source": [ + "## 5. Grating Coupler FDTD Simulation\n", + "\n", + "### 5.1 Building the Simulation\n", + "\n", + "We use Tidy3D to simulate the grating coupler with full-wave accuracy.\n", + "The simulation includes:\n", + "\n", + "- **Apodized grating**: Fill factor varies along the length for Gaussian-like output\n", + "- **Bottom reflector**: Aluminum mirror to redirect downward radiation upward\n", + "- **Mode source**: Injects the fundamental TE mode into the waveguide\n", + "- **Field monitor**: Captures the radiated field above the grating" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "964fe42d", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Grating coupler simulation function defined.\n" + ] + } + ], + "source": [ + "def create_grating_coupler_simulation(direction: str = \"out\") -> td.Simulation:\n", + " \"\"\"\n", + " Create a Tidy3D simulation for the grating coupler.\n", + "\n", + " Parameters\n", + " ----------\n", + " direction : str\n", + " \"out\" for waveguide-to-free-space, \"in\" for free-space-to-waveguide\n", + "\n", + " Returns\n", + " -------\n", + " td.Simulation\n", + " Configured Tidy3D simulation\n", + " \"\"\"\n", + " # Materials\n", + " si = td.Medium(permittivity=N_SI**2)\n", + " sio2 = td.Medium(permittivity=N_SIO2**2)\n", + " aluminum = td.PECMedium() # Perfect conductor for bottom reflector\n", + "\n", + " # Calculate grating length (depends on apodization)\n", + " if USE_APODIZATION:\n", + " # For apodized grating, sum the varying periods\n", + " theta_rad = np.radians(GRATING_ANGLE)\n", + " f_0 = 0.65 # Initial fill factor\n", + " x_pos = 0\n", + " for i in range(N_PERIODS):\n", + " f_i = max(0.2, min(0.8, f_0 - APOD_R * x_pos))\n", + " n_eff_local = f_i * N_EFF_UNETCHED + (1 - f_i) * N_EFF_ETCHED\n", + " delta_i = WAVELENGTH / (n_eff_local - N_SIO2 * np.sin(theta_rad))\n", + " x_pos += delta_i\n", + " grating_length = x_pos\n", + " else:\n", + " grating_length = N_PERIODS * grating_period\n", + "\n", + " print(f\"Grating length: {grating_length:.1f} μm\")\n", + "\n", + " # Simulation domain\n", + " sim_size_x = grating_length + 10.0\n", + " sim_size_y = 0.0 # 2D simulation\n", + " sim_size_z = H_BOX + H_SI + 10.0\n", + "\n", + " inf_eff = 1e3 # Effectively infinite extent\n", + "\n", + " # --- Structures ---\n", + "\n", + " # BOX layer (buried oxide)\n", + " box = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, -H_BOX),\n", + " rmax=(inf_eff, inf_eff, 0)\n", + " ),\n", + " medium=sio2,\n", + " )\n", + "\n", + " # Bottom reflector (aluminum) - improves upward radiation\n", + " reflector_thickness = 0.1\n", + " bottom_reflector = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, -H_BOX - reflector_thickness),\n", + " rmax=(inf_eff, inf_eff, -H_BOX)\n", + " ),\n", + " medium=aluminum,\n", + " )\n", + "\n", + " # Silicon substrate\n", + " substrate = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, -inf_eff),\n", + " rmax=(inf_eff, inf_eff, -H_BOX - reflector_thickness)\n", + " ),\n", + " medium=si,\n", + " )\n", + "\n", + " # Top cladding (SiO2)\n", + " cladding = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, 0),\n", + " rmax=(inf_eff, inf_eff, inf_eff)\n", + " ),\n", + " medium=sio2,\n", + " )\n", + "\n", + " # Input waveguide (unetched silicon)\n", + " slab_wg = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, 0),\n", + " rmax=(0, inf_eff, H_SI)\n", + " ),\n", + " medium=si,\n", + " )\n", + "\n", + " # Etched base of grating\n", + " etched_base = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(0, -inf_eff, 0),\n", + " rmax=(grating_length, inf_eff, H_SI - ETCH_DEPTH)\n", + " ),\n", + " medium=si,\n", + " )\n", + "\n", + " # Grating teeth with apodization\n", + " grating_teeth = []\n", + " if USE_APODIZATION:\n", + " theta_rad = np.radians(GRATING_ANGLE)\n", + " f_0 = 0.65\n", + " x_pos = 0\n", + " for i in range(N_PERIODS):\n", + " f_i = max(0.2, min(0.8, f_0 - APOD_R * x_pos))\n", + " n_eff_local = f_i * N_EFF_UNETCHED + (1 - f_i) * N_EFF_ETCHED\n", + " delta_i = WAVELENGTH / (n_eff_local - N_SIO2 * np.sin(theta_rad))\n", + " tooth_width = delta_i * f_i\n", + "\n", + " tooth = td.Structure(\n", + " geometry=td.Box(\n", + " center=(x_pos + tooth_width/2, 0, H_SI - ETCH_DEPTH/2),\n", + " size=(tooth_width, td.inf, ETCH_DEPTH)\n", + " ),\n", + " medium=si,\n", + " )\n", + " grating_teeth.append(tooth)\n", + " x_pos += delta_i\n", + " else:\n", + " for i in range(N_PERIODS):\n", + " x_start = i * grating_period\n", + " tooth_width = grating_period * FILL_FACTOR\n", + " tooth = td.Structure(\n", + " geometry=td.Box(\n", + " center=(x_start + tooth_width/2, 0, H_SI - ETCH_DEPTH/2),\n", + " size=(tooth_width, td.inf, ETCH_DEPTH)\n", + " ),\n", + " medium=si,\n", + " )\n", + " grating_teeth.append(tooth)\n", + "\n", + " structures = [box, bottom_reflector, substrate, cladding, slab_wg, etched_base] + grating_teeth\n", + "\n", + " # --- Source and Monitors ---\n", + "\n", + " if direction == \"out\":\n", + " # Mode source in waveguide\n", + " source = td.ModeSource(\n", + " center=(-3.0, 0, H_SI/2),\n", + " size=(0, td.inf, 1.5),\n", + " source_time=td.GaussianPulse(freq0=FREQ0, fwidth=FWIDTH),\n", + " direction=\"+\",\n", + " mode_spec=td.ModeSpec(num_modes=1, target_neff=N_SI),\n", + " mode_index=0,\n", + " )\n", + "\n", + " # Field monitor above grating\n", + " monitor_height = H_SI + 4.5\n", + " field_monitor = td.FieldMonitor(\n", + " center=(grating_length/2, 0, monitor_height),\n", + " size=(grating_length + 8, 0, 0),\n", + " freqs=[FREQ0],\n", + " name=\"radiated_field\",\n", + " )\n", + "\n", + " # Mode monitor for reflection\n", + " reflection_monitor = td.ModeMonitor(\n", + " center=(-4.0, 0, H_SI/2),\n", + " size=(0, td.inf, 1.5),\n", + " freqs=[FREQ0],\n", + " mode_spec=td.ModeSpec(num_modes=1, target_neff=N_SI),\n", + " name=\"reflection\",\n", + " )\n", + "\n", + " monitors = [field_monitor, reflection_monitor]\n", + " else:\n", + " raise NotImplementedError(\"IN direction not implemented in this tutorial\")\n", + "\n", + " # Create simulation\n", + " sim = td.Simulation(\n", + " center=(grating_length/2 - 3, 0, (H_SI - H_BOX)/2),\n", + " size=(sim_size_x, sim_size_y, sim_size_z),\n", + " grid_spec=td.GridSpec.auto(\n", + " wavelength=WAVELENGTH,\n", + " min_steps_per_wvl=20,\n", + " ),\n", + " structures=structures,\n", + " sources=[source],\n", + " monitors=monitors,\n", + " run_time=td.RunTimeSpec(quality_factor=15),\n", + " boundary_spec=td.BoundarySpec(\n", + " x=td.Boundary.pml(),\n", + " y=td.Boundary.periodic(),\n", + " z=td.Boundary.pml(),\n", + " ),\n", + " )\n", + "\n", + " return sim, grating_length\n", + "\n", + "\n", + "print(\"Grating coupler simulation function defined.\")" + ] + }, + { + "cell_type": "markdown", + "id": "48c0468b", + "metadata": {}, + "source": [ + "### 5.2 Running the FDTD Simulation\n", + "\n", + "We run the simulation on Tidy3D's cloud infrastructure, which provides\n", + "high-performance GPU-accelerated FDTD." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ba9bb406", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "============================================================\n", + "GRATING COUPLER FDTD SIMULATION\n", + "============================================================\n", + "Grating length: 18.3 μm\n" + ] + } + ], + "source": [ + "def run_grating_coupler_fdtd(run_simulation: bool = True):\n", + " \"\"\"\n", + " Run the grating coupler FDTD simulation.\n", + "\n", + " Parameters\n", + " ----------\n", + " run_simulation : bool\n", + " If True, run on cloud. If False, load from cache.\n", + "\n", + " Returns\n", + " -------\n", + " dict\n", + " Results including field data and grating length\n", + " \"\"\"\n", + " print(\"\\n\" + \"=\"*60)\n", + " print(\"GRATING COUPLER FDTD SIMULATION\")\n", + " print(\"=\"*60)\n", + "\n", + " # Create simulation\n", + " sim, grating_length = create_grating_coupler_simulation(direction=\"out\")\n", + "\n", + " # Visualize geometry - multiple views\n", + " fig, axes = plt.subplots(1, 3, figsize=(16, 5))\n", + "\n", + " # Cross-section view\n", + " sim.plot_eps(y=0, ax=axes[0], freq=FREQ0)\n", + " axes[0].set_title(\"Side View (y=0)\\nPermittivity Distribution\", fontsize=11)\n", + " axes[0].set_xlabel(\"x (μm)\")\n", + " axes[0].set_ylabel(\"z (μm)\")\n", + "\n", + " # Zoom in on grating region\n", + " sim.plot_eps(y=0, ax=axes[1], freq=FREQ0)\n", + " axes[1].set_xlim(-2, grating_length + 2)\n", + " axes[1].set_ylim(-0.5, 1.5)\n", + " axes[1].set_title(\"Zoomed: Grating Region\\nShows individual teeth\", fontsize=11)\n", + " axes[1].set_xlabel(\"x (μm)\")\n", + " axes[1].set_ylabel(\"z (μm)\")\n", + "\n", + " # Source and monitor positions\n", + " sim.plot(y=0, ax=axes[2])\n", + " axes[2].set_title(\"Simulation Layout\\nSource and monitor positions\", fontsize=11)\n", + " axes[2].set_xlabel(\"x (μm)\")\n", + " axes[2].set_ylabel(\"z (μm)\")\n", + "\n", + " plt.suptitle(\"Tidy3D Simulation Setup\", fontsize=14, fontweight='bold')\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"05_fdtd_simulation_setup.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"Saved: {RESULTS_DIR / '05_fdtd_simulation_setup.png'}\")\n", + "\n", + " # Run or load simulation\n", + " result_file = RESULTS_DIR / \"gc_out.hdf5\"\n", + "\n", + " if run_simulation:\n", + " print(\"\\nRunning Tidy3D simulation...\")\n", + " sim_data = web.run(sim, task_name=\"GC_tutorial\", path=str(result_file))\n", + " else:\n", + " print(f\"\\nLoading cached results from {result_file}\")\n", + " sim_data = td.SimulationData.from_hdf5(result_file)\n", + "\n", + " # Extract field data\n", + " field_data = sim_data[\"radiated_field\"]\n", + " Ey = field_data.Ey.sel(f=FREQ0).values.squeeze()\n", + " x = field_data.Ey.x.values\n", + "\n", + " # Check field components\n", + " Ex_power = np.sum(np.abs(field_data.Ex.sel(f=FREQ0).values)**2)\n", + " Ey_power = np.sum(np.abs(Ey)**2)\n", + " print(f\"\\nField powers: |Ex|²={Ex_power:.2e}, |Ey|²={Ey_power:.2e}\")\n", + " print(\"Using Ey (dominant TE component)\")\n", + "\n", + " # Get reflection\n", + " refl_data = sim_data[\"reflection\"]\n", + " refl_amp = refl_data.amps.sel(direction=\"-\", f=FREQ0).values\n", + " reflection = np.abs(refl_amp.item())**2\n", + " print(f\"Reflection back into waveguide: {reflection*100:.1f}%\")\n", + "\n", + " # Plot radiated field profile\n", + " fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n", + "\n", + " # Real and imaginary parts\n", + " axes[0, 0].plot(x, np.real(Ey), 'b-', linewidth=1.5, label='Real(Ey)')\n", + " axes[0, 0].plot(x, np.imag(Ey), 'r-', linewidth=1.5, label='Imag(Ey)')\n", + " axes[0, 0].set_xlabel('x (μm)', fontsize=11)\n", + " axes[0, 0].set_ylabel('Field amplitude', fontsize=11)\n", + " axes[0, 0].set_title('Radiated Field Components\\nReal and imaginary parts', fontsize=11)\n", + " axes[0, 0].legend(fontsize=10)\n", + " axes[0, 0].grid(True, alpha=0.3)\n", + "\n", + " # Intensity profile\n", + " intensity = np.abs(Ey)**2\n", + " axes[0, 1].plot(x, intensity, 'g-', linewidth=2)\n", + " axes[0, 1].fill_between(x, intensity, alpha=0.3)\n", + " axes[0, 1].set_xlabel('x (μm)', fontsize=11)\n", + " axes[0, 1].set_ylabel('Intensity |Ey|²', fontsize=11)\n", + " axes[0, 1].set_title('Radiated Field Intensity\\nApodization creates Gaussian-like profile', fontsize=11)\n", + " axes[0, 1].grid(True, alpha=0.3)\n", + "\n", + " # Phase profile\n", + " phase = np.angle(Ey)\n", + " # Unwrap phase for visualization\n", + " phase_unwrapped = np.unwrap(phase)\n", + " axes[1, 0].plot(x, phase_unwrapped, 'purple', linewidth=2)\n", + " axes[1, 0].set_xlabel('x (μm)', fontsize=11)\n", + " axes[1, 0].set_ylabel('Phase (rad)', fontsize=11)\n", + " axes[1, 0].set_title(f'Field Phase (Unwrapped)\\nLinear slope corresponds to {GRATING_ANGLE}° tilt', fontsize=11)\n", + " axes[1, 0].grid(True, alpha=0.3)\n", + "\n", + " # Annotate the tilted phase\n", + " # Phase gradient = k*sin(theta)\n", + " k_sio2 = 2 * np.pi * N_SIO2 / WAVELENGTH\n", + " expected_slope = k_sio2 * np.sin(np.radians(GRATING_ANGLE))\n", + " x_fit = x[(x > 0) & (x < grating_length)]\n", + " axes[1, 0].plot(x_fit, expected_slope * (x_fit - x_fit[0]) + phase_unwrapped[np.argmin(np.abs(x))],\n", + " 'r--', linewidth=1.5, label=f'Expected slope ({GRATING_ANGLE}° tilt)')\n", + " axes[1, 0].legend(fontsize=9)\n", + "\n", + " # Spectrum (showing beam profile is not perfectly Gaussian)\n", + " axes[1, 1].semilogy(x, intensity / np.max(intensity), 'g-', linewidth=2, label='FDTD result')\n", + "\n", + " # Fit a Gaussian for comparison\n", + " x_center = x[np.argmax(intensity)]\n", + " sigma_fit = grating_length / 4 # Approximate beam waist\n", + " gaussian_fit = np.exp(-((x - x_center)**2) / (2 * sigma_fit**2))\n", + " axes[1, 1].semilogy(x, gaussian_fit, 'r--', linewidth=1.5, label=f'Gaussian fit (σ={sigma_fit:.1f}μm)')\n", + "\n", + " axes[1, 1].set_xlabel('x (μm)', fontsize=11)\n", + " axes[1, 1].set_ylabel('Normalized Intensity (log)', fontsize=11)\n", + " axes[1, 1].set_title('Beam Profile (Log Scale)\\nCompare to ideal Gaussian', fontsize=11)\n", + " axes[1, 1].legend(fontsize=10)\n", + " axes[1, 1].grid(True, alpha=0.3)\n", + " axes[1, 1].set_ylim(1e-4, 2)\n", + "\n", + " plt.suptitle(f'FDTD Radiated Field Analysis\\n'\n", + " f'Grating length: {grating_length:.1f} μm, Reflection: {reflection*100:.1f}%',\n", + " fontsize=14, fontweight='bold')\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"06_fdtd_radiated_field.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"Saved: {RESULTS_DIR / '06_fdtd_radiated_field.png'}\")\n", + "\n", + " return {\n", + " \"field_1d\": Ey,\n", + " \"x\": x,\n", + " \"grating_length\": grating_length,\n", + " \"reflection\": reflection,\n", + " \"sim_data\": sim_data,\n", + " }\n", + "\n", + "\n", + "# Run FDTD (set to False to use cached results)\n", + "RUN_FDTD = True # Set to False if you have cached results\n", + "\n", + "fdtd_results = run_grating_coupler_fdtd(run_simulation=RUN_FDTD)" + ] + }, + { + "cell_type": "markdown", + "id": "bf3037a7", + "metadata": {}, + "source": [ + "## 6. Beam Propagation Through Microlens System\n", + "\n", + "### 6.1 Propagation Workflow\n", + "\n", + "Now we propagate the grating output through the optical system:\n", + "\n", + "1. **Extend to 2D**: The 2D FDTD gives a 1D field slice; we assume a Gaussian\n", + " profile in the y-direction (perpendicular to propagation)\n", + "\n", + "2. **Apply tilt**: Add phase gradient for the grating output angle\n", + "\n", + "3. **Propagate through SiO2**: 300 μm to the microlens\n", + "\n", + "4. **Apply lens transformation**: Quadratic phase from the microlens\n", + "\n", + "5. **Propagate through air**: 300 μm to the fiber plane\n", + "\n", + "6. **Calculate coupling**: Mode overlap with fiber" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e699162e", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def propagate_through_microlens_system(fdtd_results: dict):\n", + " \"\"\"\n", + " Propagate the grating output through the microlens to the fiber.\n", + "\n", + " Parameters\n", + " ----------\n", + " fdtd_results : dict\n", + " Output from run_grating_coupler_fdtd()\n", + "\n", + " Returns\n", + " -------\n", + " dict\n", + " Propagation results including fields at each plane\n", + " \"\"\"\n", + " print(\"\\n\" + \"=\"*60)\n", + " print(\"BEAM PROPAGATION THROUGH MICROLENS\")\n", + " print(\"=\"*60)\n", + "\n", + " # Extract FDTD field\n", + " E_1d = fdtd_results[\"field_1d\"]\n", + " x_fdtd = fdtd_results[\"x\"]\n", + "\n", + " # Create 2D propagation grid\n", + " grid_size = 512\n", + " grid_extent = 200.0 # μm\n", + " x = np.linspace(-grid_extent/2, grid_extent/2, grid_size)\n", + " y = np.linspace(-grid_extent/2, grid_extent/2, grid_size)\n", + " dx = x[1] - x[0]\n", + " dy = y[1] - y[0]\n", + "\n", + " print(f\"Propagation grid: {grid_size}x{grid_size}, dx={dx:.2f}μm\")\n", + "\n", + " # Interpolate 1D field to 2D grid (x-direction)\n", + " E_x = np.interp(x, x_fdtd, E_1d, left=0, right=0)\n", + "\n", + " # Assume Gaussian profile in y (typical for grating couplers)\n", + " y_width = 10.0 # μm, typical grating width\n", + " E_y = np.exp(-y**2 / y_width**2)\n", + "\n", + " # Create 2D field\n", + " E_grating = np.outer(E_y, E_x)\n", + " E_grating = E_grating / np.max(np.abs(E_grating)) # Normalize\n", + "\n", + " # Initialize propagators\n", + " propagator_sio2 = FresnelPropagator(WAVELENGTH, N_SIO2)\n", + " propagator_air = FresnelPropagator(WAVELENGTH, N_AIR)\n", + " microlens = ThinLens(FOCAL_LENGTH, WAVELENGTH, N_AIR)\n", + "\n", + " print(f\"Microlens focal length: {FOCAL_LENGTH:.1f} μm\")\n", + "\n", + " # Step 1: Apply tilt for grating output angle\n", + " E_tilted = propagator_sio2.apply_tilt(E_grating, GRATING_ANGLE, 0, x, y)\n", + "\n", + " # Step 2: Propagate through SiO2 to microlens\n", + " E_before_lens = propagator_sio2.propagate(E_tilted, SI_LAYER_THICKNESS, dx, dy)\n", + "\n", + " # Step 3: Apply microlens phase transformation\n", + " E_after_lens = microlens.apply(E_before_lens, x, y)\n", + "\n", + " # Step 4: Propagate through air to fiber plane\n", + " E_at_fiber = propagator_air.propagate(E_after_lens, MICROLENS_TO_FIBER, dx, dy)\n", + "\n", + " # Find optimal fiber position\n", + " intensity = np.abs(E_at_fiber)**2\n", + " beam_center_x = x[np.argmax(intensity.sum(axis=0))]\n", + " beam_center_y = y[np.argmax(intensity.sum(axis=1))]\n", + "\n", + " # Scan for optimal coupling position\n", + " offsets = np.linspace(-40, 40, 41)\n", + " efficiencies = [\n", + " calculate_coupling_efficiency(E_at_fiber, x, y, FIBER_BEAM_WAIST,\n", + " beam_center_x + off, beam_center_y)\n", + " for off in offsets\n", + " ]\n", + " best_offset = offsets[np.argmax(efficiencies)]\n", + " coupling_eff = np.max(efficiencies)\n", + "\n", + " print(f\"\\nBeam center: x={beam_center_x:.1f}μm\")\n", + " print(f\"Optimal fiber position: x={beam_center_x + best_offset:.1f}μm\")\n", + " print(f\"Peak coupling efficiency: {coupling_eff*100:.1f}%\")\n", + " print(f\"Peak coupling (dB): {10*np.log10(coupling_eff+1e-10):.1f} dB\")\n", + "\n", + " # Also calculate without microlens for comparison\n", + " E_tilted_direct = propagator_sio2.apply_tilt(E_grating, GRATING_ANGLE, 0, x, y)\n", + " E_at_interface = propagator_sio2.propagate(E_tilted_direct, SI_LAYER_THICKNESS, dx, dy)\n", + " E_no_lens = propagator_air.propagate(E_at_interface, MICROLENS_TO_FIBER, dx, dy)\n", + "\n", + " intensity_no_lens = np.abs(E_no_lens)**2\n", + " beam_center_x_no_lens = x[np.argmax(intensity_no_lens.sum(axis=0))]\n", + "\n", + " efficiencies_no_lens = [\n", + " calculate_coupling_efficiency(E_no_lens, x, y, FIBER_BEAM_WAIST,\n", + " beam_center_x_no_lens + off, beam_center_y)\n", + " for off in offsets\n", + " ]\n", + " coupling_no_lens = np.max(efficiencies_no_lens)\n", + "\n", + " print(f\"Coupling without microlens: {coupling_no_lens*100:.1f}%\")\n", + "\n", + " # Store tilt phase for visualization\n", + " X, Y = np.meshgrid(x, y)\n", + " tilt_phase = propagator_sio2.k * np.sin(np.radians(GRATING_ANGLE)) * X\n", + " lens_phase = -microlens.k * (X**2 + Y**2) / (2 * microlens.f)\n", + "\n", + " return {\n", + " \"E_grating\": E_grating,\n", + " \"E_tilted\": E_tilted,\n", + " \"E_before_lens\": E_before_lens,\n", + " \"E_after_lens\": E_after_lens,\n", + " \"E_at_fiber\": E_at_fiber,\n", + " \"E_no_lens\": E_no_lens,\n", + " \"x\": x,\n", + " \"y\": y,\n", + " \"tilt_phase\": tilt_phase,\n", + " \"lens_phase\": lens_phase,\n", + " \"coupling_with_lens\": coupling_eff,\n", + " \"coupling_without_lens\": coupling_no_lens,\n", + " \"beam_center_x\": beam_center_x,\n", + " \"best_offset\": best_offset,\n", + " }\n", + "\n", + "\n", + "prop_results = propagate_through_microlens_system(fdtd_results)" + ] + }, + { + "cell_type": "markdown", + "id": "511dae53", + "metadata": {}, + "source": [ + "### 6.2 Visualizing Beam Propagation Step by Step\n", + "\n", + "Let's create detailed visualizations of the beam at each stage of propagation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cbe31bba", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def visualize_propagation_steps(prop_results: dict):\n", + " \"\"\"\n", + " Create comprehensive visualization of beam propagation through the system.\n", + "\n", + " Shows:\n", + " - Field intensity at each plane\n", + " - Phase distributions\n", + " - 1D cross-sections\n", + " \"\"\"\n", + " x = prop_results[\"x\"]\n", + " y = prop_results[\"y\"]\n", + " center_idx = len(y) // 2\n", + "\n", + " # === Figure 1: Field intensity evolution ===\n", + " fig, axes = plt.subplots(2, 3, figsize=(15, 10))\n", + "\n", + " fields_and_labels = [\n", + " (prop_results[\"E_grating\"], \"1. Grating Output\\nz = 0\"),\n", + " (prop_results[\"E_tilted\"], f\"2. After Tilt ({GRATING_ANGLE}°)\\nz = 0\"),\n", + " (prop_results[\"E_before_lens\"], f\"3. Before Microlens\\nz = {SI_LAYER_THICKNESS} μm\"),\n", + " (prop_results[\"E_after_lens\"], f\"4. After Microlens\\nz = {SI_LAYER_THICKNESS} μm\"),\n", + " (prop_results[\"E_at_fiber\"], f\"5. At Fiber (with lens)\\nz = {SI_LAYER_THICKNESS + MICROLENS_TO_FIBER} μm\"),\n", + " (prop_results[\"E_no_lens\"], f\"6. At Fiber (no lens)\\nz = {SI_LAYER_THICKNESS + MICROLENS_TO_FIBER} μm\"),\n", + " ]\n", + "\n", + " for ax, (E, label) in zip(axes.flat, fields_and_labels):\n", + " intensity = np.abs(E)**2\n", + " # Normalize each for visibility\n", + " intensity_norm = intensity / np.max(intensity)\n", + " im = ax.pcolormesh(x, y, intensity_norm, cmap='hot', shading='auto', vmin=0, vmax=1)\n", + " ax.set_xlabel('x (μm)', fontsize=10)\n", + " ax.set_ylabel('y (μm)', fontsize=10)\n", + " ax.set_title(label, fontsize=11)\n", + " ax.set_aspect('equal')\n", + " ax.set_xlim(-60, 60)\n", + " ax.set_ylim(-60, 60)\n", + " plt.colorbar(im, ax=ax, label='Normalized |E|²')\n", + "\n", + " plt.suptitle('Beam Propagation: Intensity at Each Stage\\n'\n", + " 'Hot colormap shows field intensity distribution',\n", + " fontsize=14, fontweight='bold')\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"07_propagation_intensity.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"Saved: {RESULTS_DIR / '07_propagation_intensity.png'}\")\n", + "\n", + " # === Figure 2: Phase distributions ===\n", + " fig, axes = plt.subplots(2, 3, figsize=(15, 10))\n", + "\n", + " # Raw phases\n", + " phases = [\n", + " (np.angle(prop_results[\"E_grating\"]), \"1. Grating Output Phase\"),\n", + " (prop_results[\"tilt_phase\"], f\"2. Applied Tilt Phase\\n({GRATING_ANGLE}° angle)\"),\n", + " (np.angle(prop_results[\"E_before_lens\"]), \"3. Phase Before Lens\"),\n", + " (prop_results[\"lens_phase\"], f\"4. Lens Phase\\n(f = {FOCAL_LENGTH:.0f} μm)\"),\n", + " (np.angle(prop_results[\"E_after_lens\"]), \"5. Phase After Lens\"),\n", + " (np.angle(prop_results[\"E_at_fiber\"]), \"6. Phase at Fiber\"),\n", + " ]\n", + "\n", + " for ax, (phase, label) in zip(axes.flat, phases):\n", + " im = ax.pcolormesh(x, y, np.mod(phase + np.pi, 2*np.pi) - np.pi,\n", + " cmap='twilight', shading='auto', vmin=-np.pi, vmax=np.pi)\n", + " ax.set_xlabel('x (μm)', fontsize=10)\n", + " ax.set_ylabel('y (μm)', fontsize=10)\n", + " ax.set_title(label, fontsize=11)\n", + " ax.set_aspect('equal')\n", + " ax.set_xlim(-60, 60)\n", + " ax.set_ylim(-60, 60)\n", + " plt.colorbar(im, ax=ax, label='Phase (rad)')\n", + "\n", + " plt.suptitle('Beam Propagation: Phase at Each Stage\\n'\n", + " 'Twilight colormap shows phase from -π to +π',\n", + " fontsize=14, fontweight='bold')\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"08_propagation_phase.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"Saved: {RESULTS_DIR / '08_propagation_phase.png'}\")\n", + "\n", + " # === Figure 3: 1D cross-sections ===\n", + " fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n", + "\n", + " # X cross-section evolution\n", + " ax1 = axes[0, 0]\n", + " ax1.plot(x, np.abs(prop_results[\"E_grating\"][center_idx, :])**2, 'b-',\n", + " linewidth=2, label='Grating output')\n", + " ax1.plot(x, np.abs(prop_results[\"E_before_lens\"][center_idx, :])**2, 'g-',\n", + " linewidth=2, label='Before lens')\n", + " ax1.plot(x, np.abs(prop_results[\"E_at_fiber\"][center_idx, :])**2, 'r-',\n", + " linewidth=2, label='At fiber (with lens)')\n", + " ax1.set_xlabel('x (μm)', fontsize=12)\n", + " ax1.set_ylabel('Intensity |E|²', fontsize=12)\n", + " ax1.set_title('Beam Profile Evolution (x-direction)\\nNote: beam shifts due to tilt angle', fontsize=11)\n", + " ax1.legend(fontsize=10)\n", + " ax1.grid(True, alpha=0.3)\n", + " ax1.set_xlim(-80, 80)\n", + "\n", + " # Y cross-section evolution\n", + " ax2 = axes[0, 1]\n", + " x_max_idx = np.argmax(np.abs(prop_results[\"E_at_fiber\"]).sum(axis=0))\n", + " ax2.plot(y, np.abs(prop_results[\"E_grating\"][:, len(x)//2])**2, 'b-',\n", + " linewidth=2, label='Grating output')\n", + " ax2.plot(y, np.abs(prop_results[\"E_before_lens\"][:, len(x)//2])**2, 'g-',\n", + " linewidth=2, label='Before lens')\n", + " ax2.plot(y, np.abs(prop_results[\"E_at_fiber\"][:, x_max_idx])**2, 'r-',\n", + " linewidth=2, label='At fiber (with lens)')\n", + " ax2.set_xlabel('y (μm)', fontsize=12)\n", + " ax2.set_ylabel('Intensity |E|²', fontsize=12)\n", + " ax2.set_title('Beam Profile Evolution (y-direction)\\nFocusing by microlens visible', fontsize=11)\n", + " ax2.legend(fontsize=10)\n", + " ax2.grid(True, alpha=0.3)\n", + " ax2.set_xlim(-60, 60)\n", + "\n", + " # Comparison: with vs without lens\n", + " ax3 = axes[1, 0]\n", + " ax3.plot(x, np.abs(prop_results[\"E_at_fiber\"][center_idx, :])**2, 'b-',\n", + " linewidth=2, label='With microlens')\n", + " ax3.plot(x, np.abs(prop_results[\"E_no_lens\"][center_idx, :])**2, 'r--',\n", + " linewidth=2, label='Without microlens')\n", + "\n", + " # Add fiber mode for reference\n", + " E_fiber = gaussian_mode(x, y, FIBER_BEAM_WAIST, prop_results[\"beam_center_x\"] + prop_results[\"best_offset\"])\n", + " ax3.plot(x, np.abs(E_fiber[center_idx, :])**2 * np.max(np.abs(prop_results[\"E_at_fiber\"])**2) * 0.5,\n", + " 'g:', linewidth=2, label='Fiber mode (scaled)')\n", + "\n", + " ax3.set_xlabel('x (μm)', fontsize=12)\n", + " ax3.set_ylabel('Intensity |E|²', fontsize=12)\n", + " ax3.set_title('Effect of Microlens\\nLens reshapes beam for better fiber coupling', fontsize=11)\n", + " ax3.legend(fontsize=10)\n", + " ax3.grid(True, alpha=0.3)\n", + " ax3.set_xlim(-80, 80)\n", + "\n", + " # Summary metrics\n", + " ax4 = axes[1, 1]\n", + " ax4.axis('off')\n", + "\n", + " summary_text = f\"\"\"\n", + " PROPAGATION SUMMARY\n", + " ==================\n", + "\n", + " Grating Output Angle: {GRATING_ANGLE}°\n", + "\n", + " Propagation Distances:\n", + " • Grating → Lens: {SI_LAYER_THICKNESS} μm (in SiO2, n={N_SIO2})\n", + " • Lens → Fiber: {MICROLENS_TO_FIBER} μm (in Air, n={N_AIR})\n", + "\n", + " Microlens Parameters:\n", + " • Radius of curvature: {MICROLENS_RADIUS} μm\n", + " • Focal length: {FOCAL_LENGTH:.1f} μm\n", + "\n", + " Results:\n", + " • Coupling WITH lens: {prop_results['coupling_with_lens']*100:.1f}%\n", + " • Coupling WITHOUT lens: {prop_results['coupling_without_lens']*100:.1f}%\n", + " • Improvement: {prop_results['coupling_with_lens']/max(prop_results['coupling_without_lens'], 1e-10):.1f}x\n", + "\n", + " • Beam center at fiber: x = {prop_results['beam_center_x']:.1f} μm\n", + " • Optimal fiber offset: {prop_results['best_offset']:.1f} μm\n", + " \"\"\"\n", + "\n", + " ax4.text(0.1, 0.9, summary_text, transform=ax4.transAxes, fontsize=11,\n", + " verticalalignment='top', family='monospace',\n", + " bbox=dict(boxstyle='round', facecolor='lightblue', alpha=0.8))\n", + "\n", + " plt.suptitle('Beam Profile Analysis', fontsize=14, fontweight='bold')\n", + " plt.tight_layout()\n", + " plt.savefig(RESULTS_DIR / \"09_beam_profiles.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"Saved: {RESULTS_DIR / '09_beam_profiles.png'}\")\n", + "\n", + "\n", + "visualize_propagation_steps(prop_results)" + ] + }, + { + "cell_type": "markdown", + "id": "23651db5", + "metadata": {}, + "source": [ + "## 7. Alignment Tolerance Analysis\n", + "\n", + "### 7.1 Why Tolerance Matters\n", + "\n", + "In photonic packaging, fibers must be aligned to chips with micron precision.\n", + "The 3dB tolerance is defined as the lateral offset at which coupling drops\n", + "by half (-3dB). A larger tolerance means:\n", + "\n", + "- Easier assembly\n", + "- Lower packaging cost\n", + "- Better reliability (less sensitive to thermal expansion, vibration)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "041ba1e0", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def analyze_alignment_tolerance(prop_results: dict):\n", + " \"\"\"\n", + " Analyze alignment tolerance with and without microlens.\n", + "\n", + " Parameters\n", + " ----------\n", + " prop_results : dict\n", + " Output from propagate_through_microlens_system()\n", + "\n", + " Returns\n", + " -------\n", + " dict\n", + " Tolerance analysis results\n", + " \"\"\"\n", + " print(\"\\n\" + \"=\"*60)\n", + " print(\"ALIGNMENT TOLERANCE ANALYSIS\")\n", + " print(\"=\"*60)\n", + "\n", + " x = prop_results[\"x\"]\n", + " y = prop_results[\"y\"]\n", + " E_with_lens = prop_results[\"E_at_fiber\"]\n", + " E_no_lens = prop_results[\"E_no_lens\"]\n", + " beam_center = prop_results[\"beam_center_x\"]\n", + "\n", + " # Scan range\n", + " offsets = np.linspace(-40, 40, 81)\n", + "\n", + " # Calculate efficiency vs offset for both cases\n", + " eff_with_lens = np.array([\n", + " calculate_coupling_efficiency(E_with_lens, x, y, FIBER_BEAM_WAIST,\n", + " beam_center + off, 0)\n", + " for off in offsets\n", + " ])\n", + "\n", + " # Find beam center for no-lens case\n", + " intensity_no_lens = np.abs(E_no_lens)**2\n", + " beam_center_no_lens = x[np.argmax(intensity_no_lens.sum(axis=0))]\n", + "\n", + " eff_no_lens = np.array([\n", + " calculate_coupling_efficiency(E_no_lens, x, y, FIBER_BEAM_WAIST,\n", + " beam_center_no_lens + off, 0)\n", + " for off in offsets\n", + " ])\n", + "\n", + " # Calculate 3dB tolerance\n", + " def find_3db_tolerance(efficiency_curve, offsets):\n", + " \"\"\"Find the half-width at half-maximum.\"\"\"\n", + " peak = np.max(efficiency_curve)\n", + " half_max = peak / 2\n", + "\n", + " # Find points where efficiency crosses half-max\n", + " above_half = efficiency_curve >= half_max\n", + "\n", + " if not np.any(above_half):\n", + " return 0.0\n", + "\n", + " # Find extent of region above half-max\n", + " indices = np.where(above_half)[0]\n", + " width = offsets[indices[-1]] - offsets[indices[0]]\n", + "\n", + " return width / 2 # Return half-width (tolerance)\n", + "\n", + " tolerance_with_lens = find_3db_tolerance(eff_with_lens, offsets)\n", + " tolerance_no_lens = find_3db_tolerance(eff_no_lens, offsets)\n", + " improvement = tolerance_with_lens / tolerance_no_lens if tolerance_no_lens > 0 else 0\n", + "\n", + " print(f\"\\n3dB Tolerance WITH microlens: {tolerance_with_lens:.1f} μm\")\n", + " print(f\"3dB Tolerance WITHOUT microlens: {tolerance_no_lens:.1f} μm\")\n", + " print(f\"Improvement factor: {improvement:.1f}x\")\n", + "\n", + " return {\n", + " \"offsets\": offsets,\n", + " \"efficiency_with_lens\": eff_with_lens,\n", + " \"efficiency_no_lens\": eff_no_lens,\n", + " \"tolerance_with_lens\": tolerance_with_lens,\n", + " \"tolerance_no_lens\": tolerance_no_lens,\n", + " \"improvement\": improvement,\n", + " }\n", + "\n", + "\n", + "tolerance_results = analyze_alignment_tolerance(prop_results)" + ] + }, + { + "cell_type": "markdown", + "id": "57694b52", + "metadata": {}, + "source": [ + "### 7.2 Visualizing Alignment Tolerance\n", + "\n", + "Comprehensive visualization of alignment tolerance analysis." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eb8103ed", + "metadata": { + "lines_to_next_cell": 1 + }, + "outputs": [], + "source": [ + "def visualize_tolerance_analysis(prop_results: dict, tolerance_results: dict):\n", + " \"\"\"\n", + " Create detailed visualization of alignment tolerance results.\n", + " \"\"\"\n", + " x = prop_results[\"x\"]\n", + " y = prop_results[\"y\"]\n", + " offsets = tolerance_results[\"offsets\"]\n", + " eff_with_lens = tolerance_results[\"efficiency_with_lens\"]\n", + " eff_no_lens = tolerance_results[\"efficiency_no_lens\"]\n", + "\n", + " fig = plt.figure(figsize=(16, 12))\n", + " gs = GridSpec(3, 3, figure=fig, hspace=0.3, wspace=0.3)\n", + "\n", + " # === Row 1: Tolerance curves ===\n", + "\n", + " # Linear scale\n", + " ax1 = fig.add_subplot(gs[0, 0])\n", + " ax1.plot(offsets, eff_with_lens * 100, 'b-', linewidth=2.5, label='With microlens')\n", + " ax1.plot(offsets, eff_no_lens * 100, 'r--', linewidth=2.5, label='Without microlens')\n", + " ax1.axhline(y=np.max(eff_with_lens) * 50, color='blue', linestyle=':', alpha=0.7)\n", + " ax1.axhline(y=np.max(eff_no_lens) * 50, color='red', linestyle=':', alpha=0.7)\n", + " ax1.set_xlabel('Fiber Lateral Offset (μm)', fontsize=11)\n", + " ax1.set_ylabel('Coupling Efficiency (%)', fontsize=11)\n", + " ax1.set_title('Alignment Tolerance (Linear Scale)', fontsize=12, fontweight='bold')\n", + " ax1.legend(fontsize=10)\n", + " ax1.grid(True, alpha=0.3)\n", + " ax1.set_xlim(-40, 40)\n", + " ax1.set_ylim(0, max(np.max(eff_with_lens), np.max(eff_no_lens)) * 110)\n", + "\n", + " # Shade 3dB regions\n", + " above_half_lens = eff_with_lens >= np.max(eff_with_lens) * 0.5\n", + " above_half_no_lens = eff_no_lens >= np.max(eff_no_lens) * 0.5\n", + " ax1.fill_between(offsets, 0, eff_with_lens * 100, where=above_half_lens,\n", + " alpha=0.2, color='blue', label='3dB bandwidth (lens)')\n", + "\n", + " # dB scale\n", + " ax2 = fig.add_subplot(gs[0, 1])\n", + " eff_db_lens = 10 * np.log10(eff_with_lens + 1e-10)\n", + " eff_db_no_lens = 10 * np.log10(eff_no_lens + 1e-10)\n", + "\n", + " ax2.plot(offsets, eff_db_lens, 'b-', linewidth=2.5, label='With microlens')\n", + " ax2.plot(offsets, eff_db_no_lens, 'r--', linewidth=2.5, label='Without microlens')\n", + " ax2.axhline(y=np.max(eff_db_lens) - 3, color='blue', linestyle=':',\n", + " label=f'-3dB level (lens)', alpha=0.7)\n", + " ax2.axhline(y=np.max(eff_db_no_lens) - 3, color='red', linestyle=':',\n", + " label=f'-3dB level (no lens)', alpha=0.7)\n", + " ax2.set_xlabel('Fiber Lateral Offset (μm)', fontsize=11)\n", + " ax2.set_ylabel('Coupling Efficiency (dB)', fontsize=11)\n", + " ax2.set_title('Alignment Tolerance (dB Scale)', fontsize=12, fontweight='bold')\n", + " ax2.legend(fontsize=9, loc='lower right')\n", + " ax2.grid(True, alpha=0.3)\n", + " ax2.set_xlim(-40, 40)\n", + " ax2.set_ylim(-25, 0)\n", + "\n", + " # Tolerance comparison bar chart\n", + " ax3 = fig.add_subplot(gs[0, 2])\n", + " categories = ['With\\nMicrolens', 'Without\\nMicrolens']\n", + " tolerances = [tolerance_results[\"tolerance_with_lens\"], tolerance_results[\"tolerance_no_lens\"]]\n", + " colors = ['steelblue', 'coral']\n", + " bars = ax3.bar(categories, tolerances, color=colors, edgecolor='black', linewidth=1.5)\n", + "\n", + " # Add value labels\n", + " for bar, val in zip(bars, tolerances):\n", + " ax3.text(bar.get_x() + bar.get_width()/2, bar.get_height() + 0.5,\n", + " f'{val:.1f} μm', ha='center', va='bottom', fontsize=12, fontweight='bold')\n", + "\n", + " ax3.set_ylabel('3dB Tolerance (μm)', fontsize=11)\n", + " ax3.set_title(f'Tolerance Comparison\\nImprovement: {tolerance_results[\"improvement\"]:.1f}x',\n", + " fontsize=12, fontweight='bold')\n", + " ax3.grid(True, alpha=0.3, axis='y')\n", + "\n", + " # === Row 2: 2D coupling maps ===\n", + "\n", + " # Coupling map with lens\n", + " ax4 = fig.add_subplot(gs[1, 0])\n", + " offset_x = np.linspace(-30, 30, 31)\n", + " offset_y = np.linspace(-30, 30, 31)\n", + " coupling_map_lens = np.zeros((len(offset_y), len(offset_x)))\n", + "\n", + " E_with_lens = prop_results[\"E_at_fiber\"]\n", + " beam_center = prop_results[\"beam_center_x\"]\n", + "\n", + " for i, oy in enumerate(offset_y):\n", + " for j, ox in enumerate(offset_x):\n", + " coupling_map_lens[i, j] = calculate_coupling_efficiency(\n", + " E_with_lens, x, y, FIBER_BEAM_WAIST, beam_center + ox, oy\n", + " )\n", + "\n", + " im4 = ax4.pcolormesh(offset_x, offset_y, coupling_map_lens * 100,\n", + " cmap='viridis', shading='auto')\n", + " ax4.contour(offset_x, offset_y, coupling_map_lens * 100,\n", + " levels=[np.max(coupling_map_lens) * 50], colors='white', linewidths=2)\n", + " ax4.set_xlabel('X Offset (μm)', fontsize=11)\n", + " ax4.set_ylabel('Y Offset (μm)', fontsize=11)\n", + " ax4.set_title('2D Coupling Map (With Lens)\\nWhite contour: 3dB level', fontsize=11)\n", + " ax4.set_aspect('equal')\n", + " plt.colorbar(im4, ax=ax4, label='Efficiency (%)')\n", + "\n", + " # Coupling map without lens\n", + " ax5 = fig.add_subplot(gs[1, 1])\n", + " coupling_map_no_lens = np.zeros((len(offset_y), len(offset_x)))\n", + "\n", + " E_no_lens = prop_results[\"E_no_lens\"]\n", + " intensity_no_lens = np.abs(E_no_lens)**2\n", + " beam_center_no_lens = x[np.argmax(intensity_no_lens.sum(axis=0))]\n", + "\n", + " for i, oy in enumerate(offset_y):\n", + " for j, ox in enumerate(offset_x):\n", + " coupling_map_no_lens[i, j] = calculate_coupling_efficiency(\n", + " E_no_lens, x, y, FIBER_BEAM_WAIST, beam_center_no_lens + ox, oy\n", + " )\n", + "\n", + " im5 = ax5.pcolormesh(offset_x, offset_y, coupling_map_no_lens * 100,\n", + " cmap='viridis', shading='auto')\n", + " ax5.contour(offset_x, offset_y, coupling_map_no_lens * 100,\n", + " levels=[np.max(coupling_map_no_lens) * 50], colors='white', linewidths=2)\n", + " ax5.set_xlabel('X Offset (μm)', fontsize=11)\n", + " ax5.set_ylabel('Y Offset (μm)', fontsize=11)\n", + " ax5.set_title('2D Coupling Map (No Lens)\\nWhite contour: 3dB level', fontsize=11)\n", + " ax5.set_aspect('equal')\n", + " plt.colorbar(im5, ax=ax5, label='Efficiency (%)')\n", + "\n", + " # Difference map\n", + " ax6 = fig.add_subplot(gs[1, 2])\n", + " diff_map = coupling_map_lens - coupling_map_no_lens\n", + " im6 = ax6.pcolormesh(offset_x, offset_y, diff_map * 100,\n", + " cmap='RdBu', shading='auto',\n", + " vmin=-np.max(np.abs(diff_map)) * 100,\n", + " vmax=np.max(np.abs(diff_map)) * 100)\n", + " ax6.set_xlabel('X Offset (μm)', fontsize=11)\n", + " ax6.set_ylabel('Y Offset (μm)', fontsize=11)\n", + " ax6.set_title('Improvement Map (Lens - No Lens)\\nBlue: lens helps, Red: lens hurts', fontsize=11)\n", + " ax6.set_aspect('equal')\n", + " plt.colorbar(im6, ax=ax6, label='Δ Efficiency (%)')\n", + "\n", + " # === Row 3: Physical interpretation ===\n", + "\n", + " ax7 = fig.add_subplot(gs[2, :])\n", + " ax7.axis('off')\n", + "\n", + " interpretation = f\"\"\"\n", + " PHYSICAL INTERPRETATION OF RESULTS\n", + " ===================================\n", + "\n", + " WHY THE MICROLENS IMPROVES TOLERANCE:\n", + "\n", + " Without microlens:\n", + " • The grating coupler output is a tilted, expanding Gaussian beam\n", + " • Beam size at fiber plane: ~{grating_length:.0f} μm (same as grating length)\n", + " • Strong diffraction causes beam to spread significantly\n", + " • Fiber mode: {FIBER_BEAM_WAIST} μm waist (1/e² radius)\n", + " • Poor size match → low coupling efficiency\n", + " • Sharp coupling curve → small tolerance ({tolerance_results['tolerance_no_lens']:.1f} μm)\n", + "\n", + " With microlens:\n", + " • Microlens (f = {FOCAL_LENGTH:.0f} μm) partially focuses the beam\n", + " • Beam is reshaped to better match fiber mode size\n", + " • Phase front is modified for better mode overlap\n", + " • Coupling curve is broader → larger tolerance ({tolerance_results['tolerance_with_lens']:.1f} μm)\n", + "\n", + " KEY INSIGHT:\n", + " The lens doesn't simply \"focus\" the beam - it transforms the beam profile\n", + " to better match the Gaussian fiber mode across a wider range of positions.\n", + " This is the key to improved alignment tolerance!\n", + "\n", + " PRACTICAL IMPLICATIONS:\n", + " • {tolerance_results['improvement']:.1f}x larger tolerance → easier fiber alignment\n", + " • Lower packaging costs (less precision required)\n", + " • Better thermal stability (less sensitive to drift)\n", + " • Enables passive alignment techniques\n", + " \"\"\"\n", + "\n", + " ax7.text(0.02, 0.98, interpretation, transform=ax7.transAxes, fontsize=10,\n", + " verticalalignment='top', family='monospace',\n", + " bbox=dict(boxstyle='round', facecolor='lightyellow', alpha=0.9))\n", + "\n", + " plt.suptitle('Alignment Tolerance Analysis: Microlens Impact on Fiber Coupling',\n", + " fontsize=14, fontweight='bold')\n", + " plt.savefig(RESULTS_DIR / \"10_tolerance_analysis.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"Saved: {RESULTS_DIR / '10_tolerance_analysis.png'}\")\n", + "\n", + "\n", + "visualize_tolerance_analysis(prop_results, tolerance_results)" + ] + }, + { + "cell_type": "markdown", + "id": "71e768b2", + "metadata": {}, + "source": [ + "## 8. Final Results Summary\n", + "\n", + "### 8.1 Comprehensive Results Visualization" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "846eb1c7", + "metadata": {}, + "outputs": [], + "source": [ + "def create_final_summary(fdtd_results: dict, prop_results: dict, tolerance_results: dict):\n", + " \"\"\"\n", + " Create a comprehensive summary figure with all key results.\n", + " \"\"\"\n", + " fig = plt.figure(figsize=(18, 14))\n", + " gs = GridSpec(4, 4, figure=fig, hspace=0.4, wspace=0.4)\n", + "\n", + " x = prop_results[\"x\"]\n", + " y = prop_results[\"y\"]\n", + " center_idx = len(y) // 2\n", + "\n", + " # === Title row ===\n", + " ax_title = fig.add_subplot(gs[0, :2])\n", + " ax_title.axis('off')\n", + " title_text = \"\"\"\n", + " MULTI-SCALE SIMULATION RESULTS\n", + " Microlens-Enhanced Grating Coupler\n", + "\n", + " This tutorial demonstrated:\n", + " • Tidy3D FDTD for accurate grating coupler simulation\n", + " • FFT-based Fresnel propagation for bulk optics\n", + " • Mode overlap calculation for fiber coupling\n", + " • Alignment tolerance analysis\n", + " \"\"\"\n", + " ax_title.text(0.05, 0.9, title_text, transform=ax_title.transAxes, fontsize=12,\n", + " verticalalignment='top', family='monospace',\n", + " bbox=dict(boxstyle='round', facecolor='lightblue', alpha=0.8))\n", + "\n", + " # Design parameters\n", + " ax_params = fig.add_subplot(gs[0, 2:])\n", + " ax_params.axis('off')\n", + " params_text = f\"\"\"\n", + " DESIGN PARAMETERS\n", + "\n", + " Grating Coupler:\n", + " • Wavelength: {WAVELENGTH} μm\n", + " • Periods: {N_PERIODS}\n", + " • Etch depth: {ETCH_DEPTH*1000:.0f} nm\n", + " • Output angle: {GRATING_ANGLE}°\n", + " • Apodization: {'Yes' if USE_APODIZATION else 'No'}\n", + "\n", + " Optical System:\n", + " • Microlens radius: {MICROLENS_RADIUS} μm\n", + " • Focal length: {FOCAL_LENGTH:.0f} μm\n", + " • Grating-to-lens: {SI_LAYER_THICKNESS} μm\n", + " • Lens-to-fiber: {MICROLENS_TO_FIBER} μm\n", + " • Fiber waist: {FIBER_BEAM_WAIST} μm\n", + " \"\"\"\n", + " ax_params.text(0.05, 0.9, params_text, transform=ax_params.transAxes, fontsize=10,\n", + " verticalalignment='top', family='monospace',\n", + " bbox=dict(boxstyle='round', facecolor='wheat', alpha=0.8))\n", + "\n", + " # === Row 2: Beam evolution ===\n", + " ax_beam1 = fig.add_subplot(gs[1, 0])\n", + " intensity = np.abs(prop_results[\"E_grating\"])**2\n", + " ax_beam1.pcolormesh(x, y, intensity / np.max(intensity), cmap='hot', shading='auto')\n", + " ax_beam1.set_title('Grating Output', fontsize=11)\n", + " ax_beam1.set_xlabel('x (μm)')\n", + " ax_beam1.set_ylabel('y (μm)')\n", + " ax_beam1.set_aspect('equal')\n", + " ax_beam1.set_xlim(-40, 40)\n", + " ax_beam1.set_ylim(-40, 40)\n", + "\n", + " ax_beam2 = fig.add_subplot(gs[1, 1])\n", + " intensity = np.abs(prop_results[\"E_before_lens\"])**2\n", + " ax_beam2.pcolormesh(x, y, intensity / np.max(intensity), cmap='hot', shading='auto')\n", + " ax_beam2.set_title('Before Lens', fontsize=11)\n", + " ax_beam2.set_xlabel('x (μm)')\n", + " ax_beam2.set_aspect('equal')\n", + " ax_beam2.set_xlim(-40, 40)\n", + " ax_beam2.set_ylim(-40, 40)\n", + "\n", + " ax_beam3 = fig.add_subplot(gs[1, 2])\n", + " intensity = np.abs(prop_results[\"E_at_fiber\"])**2\n", + " ax_beam3.pcolormesh(x, y, intensity / np.max(intensity), cmap='hot', shading='auto')\n", + " ax_beam3.set_title('At Fiber (with lens)', fontsize=11)\n", + " ax_beam3.set_xlabel('x (μm)')\n", + " ax_beam3.set_aspect('equal')\n", + " ax_beam3.set_xlim(-40, 40)\n", + " ax_beam3.set_ylim(-40, 40)\n", + "\n", + " ax_beam4 = fig.add_subplot(gs[1, 3])\n", + " intensity = np.abs(prop_results[\"E_no_lens\"])**2\n", + " ax_beam4.pcolormesh(x, y, intensity / np.max(intensity), cmap='hot', shading='auto')\n", + " ax_beam4.set_title('At Fiber (no lens)', fontsize=11)\n", + " ax_beam4.set_xlabel('x (μm)')\n", + " ax_beam4.set_aspect('equal')\n", + " ax_beam4.set_xlim(-40, 40)\n", + " ax_beam4.set_ylim(-40, 40)\n", + "\n", + " # === Row 3: Analysis plots ===\n", + "\n", + " # FDTD field\n", + " ax_fdtd = fig.add_subplot(gs[2, 0])\n", + " ax_fdtd.plot(fdtd_results[\"x\"], np.abs(fdtd_results[\"field_1d\"])**2, 'b-', linewidth=1.5)\n", + " ax_fdtd.fill_between(fdtd_results[\"x\"], np.abs(fdtd_results[\"field_1d\"])**2, alpha=0.3)\n", + " ax_fdtd.set_xlabel('x (μm)', fontsize=10)\n", + " ax_fdtd.set_ylabel('|Ey|²', fontsize=10)\n", + " ax_fdtd.set_title('FDTD Radiated Field', fontsize=11)\n", + " ax_fdtd.grid(True, alpha=0.3)\n", + "\n", + " # Beam profiles comparison\n", + " ax_profiles = fig.add_subplot(gs[2, 1])\n", + " ax_profiles.plot(x, np.abs(prop_results[\"E_at_fiber\"][center_idx, :])**2, 'b-',\n", + " linewidth=2, label='With lens')\n", + " ax_profiles.plot(x, np.abs(prop_results[\"E_no_lens\"][center_idx, :])**2, 'r--',\n", + " linewidth=2, label='No lens')\n", + " ax_profiles.set_xlabel('x (μm)', fontsize=10)\n", + " ax_profiles.set_ylabel('Intensity', fontsize=10)\n", + " ax_profiles.set_title('Beam Profile at Fiber', fontsize=11)\n", + " ax_profiles.legend(fontsize=9)\n", + " ax_profiles.grid(True, alpha=0.3)\n", + " ax_profiles.set_xlim(-60, 60)\n", + "\n", + " # Tolerance curves\n", + " ax_tol = fig.add_subplot(gs[2, 2])\n", + " ax_tol.plot(tolerance_results[\"offsets\"], tolerance_results[\"efficiency_with_lens\"] * 100,\n", + " 'b-', linewidth=2, label='With lens')\n", + " ax_tol.plot(tolerance_results[\"offsets\"], tolerance_results[\"efficiency_no_lens\"] * 100,\n", + " 'r--', linewidth=2, label='No lens')\n", + " ax_tol.axhline(y=np.max(tolerance_results[\"efficiency_with_lens\"]) * 50,\n", + " color='gray', linestyle=':', alpha=0.7)\n", + " ax_tol.set_xlabel('Fiber Offset (μm)', fontsize=10)\n", + " ax_tol.set_ylabel('Coupling Efficiency (%)', fontsize=10)\n", + " ax_tol.set_title('Alignment Tolerance', fontsize=11)\n", + " ax_tol.legend(fontsize=9)\n", + " ax_tol.grid(True, alpha=0.3)\n", + " ax_tol.set_xlim(-40, 40)\n", + "\n", + " # Results bar chart\n", + " ax_bars = fig.add_subplot(gs[2, 3])\n", + " metrics = ['Coupling\\n(with lens)', 'Coupling\\n(no lens)',\n", + " 'Tolerance\\n(with lens)', 'Tolerance\\n(no lens)']\n", + " values = [\n", + " prop_results['coupling_with_lens'] * 100,\n", + " prop_results['coupling_without_lens'] * 100,\n", + " tolerance_results['tolerance_with_lens'],\n", + " tolerance_results['tolerance_no_lens'],\n", + " ]\n", + " colors = ['steelblue', 'coral', 'steelblue', 'coral']\n", + " bars = ax_bars.bar(range(len(metrics)), values, color=colors)\n", + " ax_bars.set_xticks(range(len(metrics)))\n", + " ax_bars.set_xticklabels(metrics, fontsize=9)\n", + " ax_bars.set_ylabel('Value (% or μm)', fontsize=10)\n", + " ax_bars.set_title('Key Metrics', fontsize=11)\n", + "\n", + " for bar, val in zip(bars, values):\n", + " ax_bars.text(bar.get_x() + bar.get_width()/2, bar.get_height() + 0.5,\n", + " f'{val:.1f}', ha='center', va='bottom', fontsize=9, fontweight='bold')\n", + "\n", + " # === Row 4: Summary ===\n", + " ax_summary = fig.add_subplot(gs[3, :])\n", + " ax_summary.axis('off')\n", + "\n", + " summary_text = f\"\"\"\n", + " ═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════\n", + " SIMULATION RESULTS SUMMARY\n", + " ═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════\n", + "\n", + " COUPLING EFFICIENCY ALIGNMENT TOLERANCE (3dB) IMPROVEMENT\n", + " ───────────────────── ───────────────────────── ───────────\n", + " With microlens: {prop_results['coupling_with_lens']*100:>5.1f}% With microlens: {tolerance_results['tolerance_with_lens']:>5.1f} μm Tolerance: {tolerance_results['improvement']:.1f}x wider\n", + " Without microlens: {prop_results['coupling_without_lens']*100:>5.1f}% Without microlens: {tolerance_results['tolerance_no_lens']:>5.1f} μm\n", + "\n", + " ═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════\n", + " KEY FINDINGS\n", + " ═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════\n", + "\n", + " 1. The microlens improves alignment tolerance by {tolerance_results['improvement']:.1f}x, from {tolerance_results['tolerance_no_lens']:.1f} μm to {tolerance_results['tolerance_with_lens']:.1f} μm\n", + "\n", + " 2. Multi-scale simulation workflow successfully combines:\n", + " • FDTD accuracy for sub-wavelength grating features\n", + " • FFT efficiency for bulk propagation (100s of μm)\n", + "\n", + " 3. Apodized grating creates Gaussian-like output beam for better fiber mode matching\n", + "\n", + " ═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════\n", + " \"\"\"\n", + "\n", + " ax_summary.text(0.5, 0.5, summary_text, transform=ax_summary.transAxes, fontsize=10,\n", + " verticalalignment='center', horizontalalignment='center',\n", + " family='monospace',\n", + " bbox=dict(boxstyle='round', facecolor='lightgreen', alpha=0.8))\n", + "\n", + " plt.savefig(RESULTS_DIR / \"11_final_summary.png\", dpi=150, bbox_inches='tight')\n", + " plt.show()\n", + " print(f\"\\nSaved: {RESULTS_DIR / '11_final_summary.png'}\")\n", + "\n", + " # Print summary\n", + " print(\"\\n\" + \"=\"*70)\n", + " print(\"TUTORIAL COMPLETE!\")\n", + " print(\"=\"*70)\n", + " print(f\"\\nAll figures saved to: {RESULTS_DIR}\")\n", + " print(\"\\nGenerated plots:\")\n", + " for i, name in enumerate([\n", + " \"01_grating_design.png\",\n", + " \"02_optical_system_diagram.png\",\n", + " \"03_angular_spectrum_method.png\",\n", + " \"04_mode_overlap_concept.png\",\n", + " \"05_fdtd_simulation_setup.png\",\n", + " \"06_fdtd_radiated_field.png\",\n", + " \"07_propagation_intensity.png\",\n", + " \"08_propagation_phase.png\",\n", + " \"09_beam_profiles.png\",\n", + " \"10_tolerance_analysis.png\",\n", + " \"11_final_summary.png\",\n", + " ], 1):\n", + " print(f\" {i:2d}. {name}\")\n", + "\n", + "\n", + "create_final_summary(fdtd_results, prop_results, tolerance_results)" + ] + }, + { + "cell_type": "markdown", + "id": "16081635", + "metadata": {}, + "source": [ + "## 9. Discussion and Next Steps\n", + "\n", + "### 9.1 What We Learned\n", + "\n", + "1. **Multi-scale simulation is powerful**: FDTD provides accurate near-field\n", + " grating behavior, while FFT propagation efficiently handles bulk optics.\n", + "\n", + "2. **Microlenses improve tolerance**: By reshaping the beam, a simple plano-convex\n", + " microlens can increase alignment tolerance by 2-3x.\n", + "\n", + "3. **Apodization matters**: Varying the grating fill factor creates a more\n", + " Gaussian-like output beam that couples better to fibers.\n", + "\n", + "### 9.2 Limitations and Future Work\n", + "\n", + "- The grating coupler is not fully optimized; inverse design could reach 40%+ efficiency\n", + "- 3D effects (focusing grating, finite waveguide width) are not captured in 2D\n", + "- Wavelength dependence and thermal effects could be added\n", + "\n", + "### 9.3 Applications\n", + "\n", + "- Photonic packaging design\n", + "- Fiber array alignment optimization\n", + "- Co-packaged optics for data centers\n", + "- LiDAR and sensing systems" + ] + }, + { + "cell_type": "markdown", + "id": "be742227", + "metadata": {}, + "source": [ + "## 10. References\n", + "\n", + "1. Marchetti, R., et al. \"High-efficiency grating-couplers: demonstration of a\n", + " new design strategy.\" Scientific Reports 7, 16670 (2017).\n", + "\n", + "2. Taillaert, D., et al. \"Grating couplers for coupling between optical fibers\n", + " and nanophotonic waveguides.\" Japanese J. Applied Physics 45.8R, 6071 (2006).\n", + "\n", + "3. Tidy3D Documentation: https://docs.flexcompute.com/projects/tidy3d/\n", + "\n", + "4. Goodman, J.W. \"Introduction to Fourier Optics.\" Roberts and Company (2005).\n", + "\n", + "print(\"\\nTutorial complete! Check the 'tutorial_results' directory for all output files.\")" + ] + } + ], + "metadata": { + "jupytext": { + "cell_metadata_filter": "-all", + "main_language": "python", + "notebook_metadata_filter": "-all" + }, + "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": "3.13.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From cf1701b11d49cd7b33ebd2bd61d49f5472fbe481 Mon Sep 17 00:00:00 2001 From: Tyler Hughes Date: Wed, 28 Jan 2026 17:10:50 -0500 Subject: [PATCH 2/6] update --- microlens_grating_coupler_tutorial.ipynb | 229 +++++++++++++++++++++-- 1 file changed, 218 insertions(+), 11 deletions(-) diff --git a/microlens_grating_coupler_tutorial.ipynb b/microlens_grating_coupler_tutorial.ipynb index ee3268c5..e957a5d2 100644 --- a/microlens_grating_coupler_tutorial.ipynb +++ b/microlens_grating_coupler_tutorial.ipynb @@ -1592,7 +1592,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "ba9bb406", "metadata": { "lines_to_next_cell": 1 @@ -1608,6 +1608,71 @@ "============================================================\n", "Grating length: 18.3 μm\n" ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: tutorial_results/05_fdtd_simulation_setup.png\n", + "\n", + "Running Tidy3D simulation...\n" + ] + }, + { + "data": { + "text/html": [ + "
16:53:30 EST Loading simulation from local cache. View cached task using web UI \n",
+       "             at                                                                 \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b\n",
+       "             1-42dd-b2a6-76a72aefc226'.                                         \n",
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View cached task using web UI \n", + "\u001b[2;36m \u001b[0mat \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=170977;https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b1-42dd-b2a6-76a72aefc226\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=616179;https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b1-42dd-b2a6-76a72aefc226\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=170977;https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b1-42dd-b2a6-76a72aefc226\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=670056;https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b1-42dd-b2a6-76a72aefc226\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=170977;https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b1-42dd-b2a6-76a72aefc226\u001b\\\u001b[32m-529a0887-f7b\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=170977;https://tidy3d.simulation.cloud/workbench?taskId=fdve-529a0887-f7b1-42dd-b2a6-76a72aefc226\u001b\\\u001b[32m1-42dd-b2a6-76a72aefc226'\u001b[0m\u001b]8;;\u001b\\. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Field powers: |Ex|²=3.24e-28, |Ey|²=2.06e+04\n", + "Using Ey (dominant TE component)\n", + "Reflection back into waveguide: 14.8%\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: tutorial_results/06_fdtd_radiated_field.png\n" + ] } ], "source": [ @@ -1794,12 +1859,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "e699162e", "metadata": { "lines_to_next_cell": 1 }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "============================================================\n", + "BEAM PROPAGATION THROUGH MICROLENS\n", + "============================================================\n", + "Propagation grid: 512x512, dx=0.39μm\n", + "Microlens focal length: 272.7 μm\n", + "\n", + "Beam center: x=53.8μm\n", + "Optimal fiber position: x=49.8μm\n", + "Peak coupling efficiency: 13.4%\n", + "Peak coupling (dB): -8.7 dB\n", + "Coupling without microlens: 0.8%\n" + ] + } + ], "source": [ "def propagate_through_microlens_system(fdtd_results: dict):\n", " \"\"\"\n", @@ -1938,12 +2022,64 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "cbe31bba", "metadata": { "lines_to_next_cell": 1 }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: tutorial_results/07_propagation_intensity.png\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: tutorial_results/08_propagation_phase.png\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: tutorial_results/09_beam_profiles.png\n" + ] + } + ], "source": [ "def visualize_propagation_steps(prop_results: dict):\n", " \"\"\"\n", @@ -2137,12 +2273,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "041ba1e0", "metadata": { "lines_to_next_cell": 1 }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "============================================================\n", + "ALIGNMENT TOLERANCE ANALYSIS\n", + "============================================================\n", + "\n", + "3dB Tolerance WITH microlens: 24.0 μm\n", + "3dB Tolerance WITHOUT microlens: 10.5 μm\n", + "Improvement factor: 2.3x\n" + ] + } + ], "source": [ "def analyze_alignment_tolerance(prop_results: dict):\n", " \"\"\"\n", @@ -2239,12 +2390,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "eb8103ed", "metadata": { "lines_to_next_cell": 1 }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved: tutorial_results/10_tolerance_analysis.png\n" + ] + } + ], "source": [ "def visualize_tolerance_analysis(prop_results: dict, tolerance_results: dict):\n", " \"\"\"\n", @@ -2444,10 +2613,48 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "846eb1c7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Saved: tutorial_results/11_final_summary.png\n", + "\n", + "======================================================================\n", + "TUTORIAL COMPLETE!\n", + "======================================================================\n", + "\n", + "All figures saved to: tutorial_results\n", + "\n", + "Generated plots:\n", + " 1. 01_grating_design.png\n", + " 2. 02_optical_system_diagram.png\n", + " 3. 03_angular_spectrum_method.png\n", + " 4. 04_mode_overlap_concept.png\n", + " 5. 05_fdtd_simulation_setup.png\n", + " 6. 06_fdtd_radiated_field.png\n", + " 7. 07_propagation_intensity.png\n", + " 8. 08_propagation_phase.png\n", + " 9. 09_beam_profiles.png\n", + " 10. 10_tolerance_analysis.png\n", + " 11. 11_final_summary.png\n" + ] + } + ], "source": [ "def create_final_summary(fdtd_results: dict, prop_results: dict, tolerance_results: dict):\n", " \"\"\"\n", From 056c8282dc26355ed015f17acc284aa74a136181 Mon Sep 17 00:00:00 2001 From: Tyler Hughes Date: Wed, 28 Jan 2026 17:11:34 -0500 Subject: [PATCH 3/6] update --- microlens_grating_coupler_tutorial.ipynb | 23 ++++------------------- 1 file changed, 4 insertions(+), 19 deletions(-) diff --git a/microlens_grating_coupler_tutorial.ipynb b/microlens_grating_coupler_tutorial.ipynb index e957a5d2..f30c9a66 100644 --- a/microlens_grating_coupler_tutorial.ipynb +++ b/microlens_grating_coupler_tutorial.ipynb @@ -1,25 +1,11 @@ { "cells": [ { - "cell_type": "code", - "execution_count": 1, - "id": "966c6e60", + "cell_type": "markdown", + "id": "9b0869ab-5bde-4e5e-9d95-db2de1407020", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'\\nMulti-Scale Simulation: Microlens-Enhanced Grating Coupler for Fiber Coupling\\n==============================================================================\\n\\nThis tutorial demonstrates a multi-scale photonic simulation workflow that combines:\\n1. **Tidy3D FDTD** for accurate grating coupler simulation\\n2. **FFT-based Fresnel propagation** for efficient beam propagation through bulk optics\\n\\nWe design a system that uses a microlens to improve the alignment tolerance between\\na silicon photonic grating coupler and an optical fiber - a critical challenge in\\nphotonic packaging.\\n\\nLearning Objectives\\n-------------------\\n- Understand grating coupler physics and design parameters\\n- Learn Fresnel diffraction theory and the Angular Spectrum Method\\n- Implement thin lens phase transformations\\n- Calculate mode overlap integrals for fiber coupling efficiency\\n- Analyze alignment tolerance and system optimization\\n\\nBackground: The Fiber Coupling Challenge\\n----------------------------------------\\nSilicon photonic chips communicate with the outside world through optical fibers.\\nThe standard approach uses grating couplers - periodic structures that diffract\\nguided light upward at an angle matching the fiber.\\n\\nHowever, there\\'s a fundamental mismatch:\\n- Grating coupler output: ~10-15 μm beam, tilted at 5-15°\\n- Single-mode fiber: 10.4 μm mode field diameter, positioned above chip\\n\\nThis mismatch creates tight alignment tolerances (~7 μm for 3dB loss), making\\nphotonic packaging expensive and challenging. A microlens between the grating\\nand fiber can reshape the beam to improve tolerance by 2-3x.\\n\\nSystem Architecture\\n-------------------\\n```\\n Fiber (z = 600 μm)\\n |\\n v\\n [Microlens] at z = 300 μm (SiO2/air interface)\\n |\\n 300 μm SiO2\\n |\\n [Grating Coupler] at z = 0\\n |\\n Silicon waveguide\\n```\\n\\nReferences\\n----------\\n- R. Marchetti et al., \"High-efficiency grating-couplers,\" Sci Rep 7, 16670 (2017)\\n- Tidy3D documentation: https://docs.flexcompute.com/projects/tidy3d/\\n'" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "\"\"\"\n", - "Multi-Scale Simulation: Microlens-Enhanced Grating Coupler for Fiber Coupling\n", + "# Multi-Scale Simulation: Microlens-Enhanced Grating Coupler for Fiber Coupling\n", "==============================================================================\n", "\n", "This tutorial demonstrates a multi-scale photonic simulation workflow that combines:\n", @@ -70,8 +56,7 @@ "References\n", "----------\n", "- R. Marchetti et al., \"High-efficiency grating-couplers,\" Sci Rep 7, 16670 (2017)\n", - "- Tidy3D documentation: https://docs.flexcompute.com/projects/tidy3d/\n", - "\"\"\"" + "- Tidy3D documentation: https://docs.flexcompute.com/projects/tidy3d/\n" ] }, { From 736c7f4a302bc651708e86feb226ac755f0e8d77 Mon Sep 17 00:00:00 2001 From: Tyler Hughes Date: Tue, 3 Feb 2026 15:00:10 -0500 Subject: [PATCH 4/6] a couple more tutorials --- grating_coupler_surrogate.ipynb | 1055 +++++++++++++++++++++++++++++++ mmi_shape_optimization.ipynb | 358 +++++++++++ 2 files changed, 1413 insertions(+) create mode 100644 grating_coupler_surrogate.ipynb create mode 100644 mmi_shape_optimization.ipynb diff --git a/grating_coupler_surrogate.ipynb b/grating_coupler_surrogate.ipynb new file mode 100644 index 00000000..433c099b --- /dev/null +++ b/grating_coupler_surrogate.ipynb @@ -0,0 +1,1055 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Grating Coupler Surrogate Model\n", + "\n", + "This notebook demonstrates building a neural network surrogate model for a 2D SOI grating coupler using Tidy3D simulations.\n", + "\n", + "**Objective**: Train a model that predicts coupling efficiency as a function of:\n", + "- Grating pitch (period)\n", + "- Incident angle\n", + "- Optical frequency\n", + "\n", + "**Device**: Standard 2D SOI grating coupler cross-section\n", + "- 220 nm silicon on SiO2 BOX\n", + "- 70 nm shallow etch depth\n", + "- 50% fill fraction\n", + "- 20 grating periods" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup and Imports" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import pickle\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import tidy3d as td\n", + "import tidy3d.web as web\n", + "import tidy3d.plugins.design as tdd\n", + "from tidy3d.plugins.mode import ModeSolver\n", + "\n", + "import torch\n", + "import torch.nn as nn\n", + "import torch.optim as optim\n", + "from torch.utils.data import DataLoader, TensorDataset\n", + "\n", + "# Enable caching for faster re-runs\n", + "td.config.local_cache.enabled = True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Output directories\n", + "RESULTS_DIR = \"results\"\n", + "FIGURES_DIR = f\"{RESULTS_DIR}/figures\"\n", + "DATA_DIR = f\"{RESULTS_DIR}/data\"\n", + "SIM_DATA_DIR = f\"{RESULTS_DIR}/sim_data\"\n", + "\n", + "for d in [FIGURES_DIR, DATA_DIR, SIM_DATA_DIR]:\n", + " os.makedirs(d, exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Device and Simulation Parameters" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Wavelength/frequency\n", + "lda0 = 1.55 # central wavelength (um)\n", + "freq0 = td.C_0 / lda0\n", + "ldas = np.linspace(1.5, 1.6, 101) # wavelength range\n", + "freqs = td.C_0 / ldas\n", + "fwidth = 0.5 * (np.max(freqs) - np.min(freqs))\n", + "\n", + "# Materials (non-dispersive at telecom)\n", + "n_si = 3.48\n", + "si = td.Medium(permittivity=n_si**2)\n", + "n_sio2 = 1.44\n", + "sio2 = td.Medium(permittivity=n_sio2**2)\n", + "\n", + "# Geometry parameters\n", + "t_si = 0.22 # silicon thickness (um)\n", + "etch_depth = 0.07 # etch depth (um)\n", + "ff = 0.5 # filling fraction\n", + "t_box = 2.0 # BOX thickness (um)\n", + "t_tox = 0.5 # top oxide thickness (um)\n", + "n_periods = 20 # number of grating periods\n", + "\n", + "# Fiber parameters\n", + "mfd = 10.4 # mode field diameter (um)\n", + "\n", + "# Simulation domain\n", + "buffer = 1.0 # buffer around structures (um)\n", + "inf_eff = 1e3 # effective infinity\n", + "\n", + "print(f\"Device parameters:\")\n", + "print(f\" Si thickness: {t_si*1000:.0f} nm\")\n", + "print(f\" Etch depth: {etch_depth*1000:.0f} nm\")\n", + "print(f\" Fill fraction: {ff}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 0: Calculate Effective Index\n", + "\n", + "Before designing the grating, we need to calculate the effective index of the slab waveguide modes. This determines the optimal grating pitch via the grating equation:\n", + "\n", + "$$\\Lambda = \\frac{\\lambda_0}{n_{eff} - n_{clad} \\sin(\\theta)}$$" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def solve_slab_neff(thickness: float) -> float:\n", + " \"\"\"Calculate effective index for a slab waveguide using ModeSolver.\"\"\"\n", + " slab = td.Structure(\n", + " geometry=td.Box(center=(0, 0, thickness/2), size=(td.inf, td.inf, thickness)),\n", + " medium=si,\n", + " )\n", + " top_clad = td.Structure(\n", + " geometry=td.Box(center=(0, 0, thickness + 0.5), size=(td.inf, td.inf, 1.0)),\n", + " medium=sio2,\n", + " )\n", + " bot_clad = td.Structure(\n", + " geometry=td.Box(center=(0, 0, -0.5), size=(td.inf, td.inf, 1.0)),\n", + " medium=sio2,\n", + " )\n", + "\n", + " sim = td.Simulation(\n", + " size=(1, 1, 2),\n", + " center=(0, 0, thickness/2),\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=40, wavelength=lda0),\n", + " structures=[slab, top_clad, bot_clad],\n", + " sources=[],\n", + " run_time=1e-12,\n", + " boundary_spec=td.BoundarySpec.all_sides(boundary=td.Periodic()),\n", + " )\n", + "\n", + " plane = td.Box(center=(0, 0, thickness/2), size=(0, 1, 2))\n", + " mode_spec = td.ModeSpec(num_modes=1, target_neff=n_si)\n", + " \n", + " mode_solver = ModeSolver(\n", + " simulation=sim, plane=plane, mode_spec=mode_spec, freqs=[freq0]\n", + " )\n", + " mode_data = mode_solver.solve()\n", + " return float(np.real(mode_data.n_eff.values.item()))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Solve for unetched and etched regions\n", + "print(\"Solving mode for unetched slab...\")\n", + "n_eff_unetched = solve_slab_neff(t_si)\n", + "print(f\" n_eff (unetched, t={t_si*1000:.0f}nm): {n_eff_unetched:.4f}\")\n", + "\n", + "print(\"Solving mode for etched slab...\")\n", + "t_etched = t_si - etch_depth\n", + "n_eff_etched = solve_slab_neff(t_etched)\n", + "print(f\" n_eff (etched, t={t_etched*1000:.0f}nm): {n_eff_etched:.4f}\")\n", + "\n", + "# Average effective index based on fill fraction\n", + "n_eff_avg = ff * n_eff_unetched + (1 - ff) * n_eff_etched\n", + "print(f\" n_eff (average, ff={ff}): {n_eff_avg:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate optimal pitch and define sweep ranges\n", + "ANGLE_RANGE = (10, 25) # degrees\n", + "ANGLE_CENTER = 15.0\n", + "N_PITCH = 22\n", + "N_ANGLE = 14\n", + "\n", + "theta_center = np.deg2rad(ANGLE_CENTER)\n", + "pitch_optimal = lda0 / (n_eff_avg - n_sio2 * np.sin(theta_center))\n", + "\n", + "print(f\"\\nOptimal pitch at theta={ANGLE_CENTER} deg:\")\n", + "print(f\" Lambda = {lda0} / ({n_eff_avg:.3f} - {n_sio2}*sin({ANGLE_CENTER} deg))\")\n", + "print(f\" = {pitch_optimal*1000:.0f} nm\")\n", + "\n", + "# Set pitch range centered on optimal\n", + "pitch_margin = 0.05 # +/-50nm\n", + "PITCH_RANGE = (pitch_optimal - pitch_margin, pitch_optimal + pitch_margin)\n", + "\n", + "print(f\"\\nSweep ranges:\")\n", + "print(f\" Pitch: {PITCH_RANGE[0]*1000:.0f}-{PITCH_RANGE[1]*1000:.0f} nm ({N_PITCH} points)\")\n", + "print(f\" Angle: {ANGLE_RANGE[0]}-{ANGLE_RANGE[1]} deg ({N_ANGLE} points)\")\n", + "print(f\" Total simulations: {N_PITCH * N_ANGLE}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation Function\n", + "\n", + "Define the function that creates a grating coupler simulation for given pitch and angle parameters." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def make_grating_coupler_sim(pitch: float, theta_deg: float) -> td.Simulation:\n", + " \"\"\"\n", + " Create a 2D grating coupler simulation.\n", + " \n", + " Args:\n", + " pitch: Grating period in um\n", + " theta_deg: Incident angle in degrees\n", + " \n", + " Returns:\n", + " td.Simulation object\n", + " \"\"\"\n", + " theta = np.deg2rad(theta_deg)\n", + " l_grating = n_periods * pitch\n", + "\n", + " # Source position\n", + " source_x = l_grating / 2\n", + " source_z = t_si + t_tox + 0.5\n", + "\n", + " # Cladding structures\n", + " tox = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, t_si),\n", + " rmax=(inf_eff, inf_eff, t_si + t_tox)\n", + " ),\n", + " medium=sio2,\n", + " )\n", + " box = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, -t_box),\n", + " rmax=(inf_eff, inf_eff, 0)\n", + " ),\n", + " medium=sio2,\n", + " )\n", + " substrate = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, -inf_eff),\n", + " rmax=(inf_eff, inf_eff, -t_box)\n", + " ),\n", + " medium=si,\n", + " )\n", + "\n", + " # Slab waveguide (extends to -x)\n", + " slab_waveguide = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(-inf_eff, -inf_eff, 0),\n", + " rmax=(0, inf_eff, t_si)\n", + " ),\n", + " medium=si,\n", + " )\n", + "\n", + " # Etched region base\n", + " etched_base = td.Structure(\n", + " geometry=td.Box.from_bounds(\n", + " rmin=(0, -inf_eff, 0),\n", + " rmax=(inf_eff, inf_eff, t_si - etch_depth)\n", + " ),\n", + " medium=si,\n", + " )\n", + "\n", + " # Grating teeth\n", + " grating_geo = None\n", + " for i in range(n_periods):\n", + " tooth = td.Box(\n", + " center=(i * pitch + ff * pitch / 2, 0, t_si - etch_depth / 2),\n", + " size=(pitch * ff, td.inf, etch_depth)\n", + " )\n", + " grating_geo = tooth if grating_geo is None else grating_geo + tooth\n", + "\n", + " gratings = td.Structure(geometry=grating_geo, medium=si)\n", + "\n", + " # Gaussian beam source (fiber)\n", + " source = td.GaussianBeam(\n", + " size=(2 * mfd, td.inf, 0),\n", + " center=(source_x, 0, source_z),\n", + " source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n", + " angle_theta=theta,\n", + " direction=\"-\",\n", + " waist_radius=mfd / 2,\n", + " pol_angle=np.pi / 2, # TE polarization\n", + " )\n", + "\n", + " # Mode monitor at waveguide\n", + " mode_monitor = td.ModeMonitor(\n", + " center=(-buffer / 2, 0, t_si / 2),\n", + " size=(0, td.inf, 6 * t_si),\n", + " freqs=freqs,\n", + " mode_spec=td.ModeSpec(num_modes=1, target_neff=n_eff_unetched),\n", + " name=\"mode\",\n", + " )\n", + "\n", + " # Simulation domain\n", + " sim_size = (l_grating + 2 * buffer, 0, t_box + t_si + t_tox + 2 * buffer)\n", + " sim_center = (l_grating / 2 - buffer / 2, 0, (t_si + t_tox - t_box) / 2)\n", + "\n", + " return td.Simulation(\n", + " center=sim_center,\n", + " size=sim_size,\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=25, wavelength=lda0),\n", + " structures=[tox, gratings, etched_base, slab_waveguide, box, substrate],\n", + " sources=[source],\n", + " monitors=[mode_monitor],\n", + " run_time=1.5e-12,\n", + " boundary_spec=td.BoundarySpec(\n", + " x=td.Boundary.pml(),\n", + " y=td.Boundary.periodic(),\n", + " z=td.Boundary.pml(),\n", + " ),\n", + " )\n", + "\n", + "\n", + "def extract_coupling(sim_data: td.SimulationData) -> dict:\n", + " \"\"\"Extract coupling efficiency spectrum from simulation.\"\"\"\n", + " amps = sim_data[\"mode\"].amps.sel(direction=\"-\", mode_index=0)\n", + " coupling = np.abs(amps.values) ** 2\n", + " return {\"coupling\": coupling}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 1: Test Single Simulation\n", + "\n", + "Before running the full batch, verify the simulation works with a single test case." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create test simulation at optimal parameters\n", + "test_pitch = pitch_optimal\n", + "test_angle = ANGLE_CENTER\n", + "print(f\"Test parameters: pitch={test_pitch*1000:.0f}nm, angle={test_angle:.1f} deg\")\n", + "\n", + "test_sim = make_grating_coupler_sim(test_pitch, test_angle)\n", + "\n", + "# Plot geometry\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", + "test_sim.plot_eps(y=0, ax=axes[0], freq=freq0)\n", + "axes[0].set_title(f\"Grating Coupler (pitch={test_pitch*1000:.0f}nm, theta={test_angle:.0f} deg)\")\n", + "axes[0].set_xlim(-2, n_periods * test_pitch + 2)\n", + "axes[0].set_ylim(-1, t_si + t_tox + 1)\n", + "\n", + "test_sim.plot_eps(y=0, ax=axes[1], freq=freq0)\n", + "axes[1].set_title(\"Grating detail\")\n", + "axes[1].set_xlim(0, 5 * test_pitch)\n", + "axes[1].set_ylim(-0.5, t_si + t_tox + 0.5)\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/00_test_geometry.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Run test simulation\n", + "print(\"Running test simulation...\")\n", + "test_data = web.run(test_sim, task_name=\"GC_test\", verbose=False)\n", + "\n", + "# Extract and validate coupling\n", + "amps = test_data[\"mode\"].amps.sel(direction=\"-\", mode_index=0)\n", + "test_coupling = np.abs(amps.values) ** 2\n", + "\n", + "print(f\"Peak coupling: {test_coupling.max():.1%}\")\n", + "assert test_coupling.max() > 0.01, \"Coupling too low - check geometry\"\n", + "assert test_coupling.max() <= 1.0, \"Coupling > 100% - unphysical\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot test spectrum\n", + "fig, ax = plt.subplots(figsize=(8, 4))\n", + "ax.plot(ldas, test_coupling, 'b-', linewidth=2)\n", + "ax.set_xlabel(\"Wavelength (um)\")\n", + "ax.set_ylabel(\"Coupling Efficiency\")\n", + "ax.set_title(f\"Test Spectrum (pitch={test_pitch*1000:.0f}nm, theta={test_angle:.0f} deg)\")\n", + "ax.set_ylim(0, 1)\n", + "ax.grid(True, alpha=0.3)\n", + "ax.axhline(test_coupling.max(), color='r', linestyle='--', alpha=0.5,\n", + " label=f\"Peak: {test_coupling.max():.1%}\")\n", + "ax.legend()\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/01_test_spectrum.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 2: Run Batch Simulations\n", + "\n", + "Use `tidy3d.plugins.design` to run a parameter sweep over pitch and angle." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "param_pitch = tdd.ParameterFloat(name=\"pitch\", span=PITCH_RANGE, num_points=N_PITCH)\n", + "param_angle = tdd.ParameterFloat(name=\"theta_deg\", span=ANGLE_RANGE, num_points=N_ANGLE)\n", + "\n", + "method = tdd.MethodGrid()\n", + "\n", + "design_space = tdd.DesignSpace(\n", + " parameters=[param_pitch, param_angle],\n", + " method=method,\n", + " task_name=\"GC_Surrogate\",\n", + " path_dir=SIM_DATA_DIR,\n", + ")\n", + "\n", + "print(f\"Running {N_PITCH * N_ANGLE} simulations...\")\n", + "results = design_space.run(fn=make_grating_coupler_sim, fn_post=extract_coupling, verbose=True)\n", + "print(f\"Batch complete: {len(results)} simulations\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 3: Extract and Process Data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = results.to_dataframe()\n", + "\n", + "# Build training data: (pitch, angle, freq) -> coupling\n", + "X_list = []\n", + "y_list = []\n", + "\n", + "pitch_values = np.linspace(PITCH_RANGE[0], PITCH_RANGE[1], N_PITCH)\n", + "angle_values = np.linspace(ANGLE_RANGE[0], ANGLE_RANGE[1], N_ANGLE)\n", + "\n", + "for _, row in df.iterrows():\n", + " pitch = row[\"pitch\"]\n", + " angle = row[\"theta_deg\"]\n", + " coupling = row[\"coupling\"]\n", + " for i, freq in enumerate(freqs):\n", + " X_list.append([pitch, angle, freq])\n", + " y_list.append(coupling[i])\n", + "\n", + "X = np.array(X_list, dtype=np.float32)\n", + "y = np.array(y_list, dtype=np.float32)\n", + "\n", + "print(f\"Data extracted:\")\n", + "print(f\" Samples: {len(X)}\")\n", + "print(f\" Coupling range: [{y.min():.3f}, {y.max():.3f}]\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Save training data\n", + "training_data = {\n", + " \"X\": X, \"y\": y, \"freqs\": freqs, \"ldas\": ldas,\n", + " \"n_eff_unetched\": n_eff_unetched,\n", + " \"n_eff_etched\": n_eff_etched,\n", + " \"n_eff_avg\": n_eff_avg,\n", + " \"pitch_optimal\": pitch_optimal,\n", + "}\n", + "with open(f\"{DATA_DIR}/training_data.pkl\", \"wb\") as f:\n", + " pickle.dump(training_data, f)\n", + "print(f\"Saved training data to {DATA_DIR}/training_data.pkl\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot design space heatmap at center wavelength\n", + "coupling_at_1550 = np.zeros((N_ANGLE, N_PITCH))\n", + "center_freq_idx = len(freqs) // 2\n", + "\n", + "for _, row in df.iterrows():\n", + " pitch_idx = np.argmin(np.abs(pitch_values - row[\"pitch\"]))\n", + " angle_idx = np.argmin(np.abs(angle_values - row[\"theta_deg\"]))\n", + " coupling_at_1550[angle_idx, pitch_idx] = row[\"coupling\"][center_freq_idx]\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 6))\n", + "im = ax.pcolormesh(pitch_values * 1000, angle_values, coupling_at_1550, cmap=\"viridis\", shading=\"auto\")\n", + "plt.colorbar(im, ax=ax, label=\"Coupling Efficiency\")\n", + "ax.set_xlabel(\"Pitch (nm)\")\n", + "ax.set_ylabel(\"Angle (deg)\")\n", + "ax.set_title(f\"Coupling Efficiency at lambda={lda0}um\")\n", + "\n", + "# Mark maximum\n", + "max_idx = np.unravel_index(np.argmax(coupling_at_1550), coupling_at_1550.shape)\n", + "best_angle = angle_values[max_idx[0]]\n", + "best_pitch = pitch_values[max_idx[1]]\n", + "ax.plot(best_pitch * 1000, best_angle, 'r*', markersize=15, label=f\"Best: {coupling_at_1550.max():.1%}\")\n", + "ax.axvline(pitch_optimal * 1000, color='white', linestyle='--', alpha=0.7, label=f\"Theory: {pitch_optimal*1000:.0f}nm\")\n", + "ax.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/02_design_space.png\", dpi=150)\n", + "plt.show()\n", + "\n", + "print(f\"Best coupling at lambda=1550nm: {coupling_at_1550.max():.1%}\")\n", + "print(f\" at pitch={best_pitch*1000:.0f}nm, angle={best_angle:.1f} deg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 4: Neural Network Training\n", + "\n", + "Train a simple feedforward network to predict coupling efficiency from (pitch, angle, frequency)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Normalization parameters\n", + "X_min = np.array([PITCH_RANGE[0], ANGLE_RANGE[0], freqs.min()], dtype=np.float32)\n", + "X_max = np.array([PITCH_RANGE[1], ANGLE_RANGE[1], freqs.max()], dtype=np.float32)\n", + "\n", + "def normalize(X, X_min, X_max):\n", + " \"\"\"Normalize to [-1, 1].\"\"\"\n", + " return 2 * (X - X_min) / (X_max - X_min) - 1\n", + "\n", + "X_norm = normalize(X, X_min, X_max)\n", + "\n", + "# Train/val/test split (60/20/20)\n", + "n_samples = len(X)\n", + "indices = np.random.permutation(n_samples)\n", + "n_train = int(0.6 * n_samples)\n", + "n_val = int(0.2 * n_samples)\n", + "\n", + "train_idx = indices[:n_train]\n", + "val_idx = indices[n_train:n_train + n_val]\n", + "test_idx = indices[n_train + n_val:]\n", + "\n", + "X_train, y_train = X_norm[train_idx], y[train_idx]\n", + "X_val, y_val = X_norm[val_idx], y[val_idx]\n", + "X_test, y_test = X_norm[test_idx], y[test_idx]\n", + "\n", + "print(f\"Train: {len(X_train)}, Val: {len(X_val)}, Test: {len(X_test)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create DataLoaders\n", + "batch_size = 64\n", + "train_dataset = TensorDataset(torch.from_numpy(X_train), torch.from_numpy(y_train))\n", + "val_dataset = TensorDataset(torch.from_numpy(X_val), torch.from_numpy(y_val))\n", + "test_dataset = TensorDataset(torch.from_numpy(X_test), torch.from_numpy(y_test))\n", + "\n", + "train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True)\n", + "val_loader = DataLoader(val_dataset, batch_size=batch_size, shuffle=False)\n", + "test_loader = DataLoader(test_dataset, batch_size=batch_size, shuffle=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "class GratingSurrogate(nn.Module):\n", + " \"\"\"Simple feedforward network for coupling prediction.\"\"\"\n", + " \n", + " def __init__(self):\n", + " super().__init__()\n", + " self.network = nn.Sequential(\n", + " nn.Linear(3, 64),\n", + " nn.ReLU(),\n", + " nn.Linear(64, 64),\n", + " nn.ReLU(),\n", + " nn.Linear(64, 32),\n", + " nn.ReLU(),\n", + " nn.Linear(32, 1),\n", + " nn.Sigmoid(),\n", + " )\n", + " \n", + " def forward(self, x):\n", + " return self.network(x).squeeze(-1)\n", + "\n", + "\n", + "model = GratingSurrogate()\n", + "criterion = nn.MSELoss()\n", + "optimizer = optim.Adam(model.parameters(), lr=1e-3)\n", + "\n", + "print(model)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Training loop with early stopping\n", + "n_epochs = 500\n", + "patience = 30\n", + "best_val_loss = float('inf')\n", + "patience_counter = 0\n", + "\n", + "train_losses = []\n", + "val_losses = []\n", + "\n", + "print(\"Training...\")\n", + "for epoch in range(n_epochs):\n", + " # Train\n", + " model.train()\n", + " train_loss = 0\n", + " for X_batch, y_batch in train_loader:\n", + " optimizer.zero_grad()\n", + " pred = model(X_batch)\n", + " loss = criterion(pred, y_batch)\n", + " loss.backward()\n", + " optimizer.step()\n", + " train_loss += loss.item() * len(X_batch)\n", + " train_loss /= len(train_dataset)\n", + " \n", + " # Validate\n", + " model.eval()\n", + " val_loss = 0\n", + " with torch.no_grad():\n", + " for X_batch, y_batch in val_loader:\n", + " pred = model(X_batch)\n", + " loss = criterion(pred, y_batch)\n", + " val_loss += loss.item() * len(X_batch)\n", + " val_loss /= len(val_dataset)\n", + " \n", + " train_losses.append(train_loss)\n", + " val_losses.append(val_loss)\n", + " \n", + " # Early stopping\n", + " if val_loss < best_val_loss:\n", + " best_val_loss = val_loss\n", + " patience_counter = 0\n", + " torch.save(model.state_dict(), f\"{DATA_DIR}/surrogate_model.pt\")\n", + " else:\n", + " patience_counter += 1\n", + " \n", + " if (epoch + 1) % 50 == 0:\n", + " print(f\" Epoch {epoch+1}: train_loss={train_loss:.6f}, val_loss={val_loss:.6f}\")\n", + " \n", + " if patience_counter >= patience:\n", + " print(f\" Early stopping at epoch {epoch+1}\")\n", + " break\n", + "\n", + "# Load best model\n", + "model.load_state_dict(torch.load(f\"{DATA_DIR}/surrogate_model.pt\", weights_only=True))\n", + "print(f\"Training complete. Best val loss: {best_val_loss:.6f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot training curves\n", + "fig, ax = plt.subplots(figsize=(8, 4))\n", + "ax.semilogy(train_losses, label=\"Train\")\n", + "ax.semilogy(val_losses, label=\"Validation\")\n", + "ax.set_xlabel(\"Epoch\")\n", + "ax.set_ylabel(\"MSE Loss\")\n", + "ax.set_title(\"Training Curves\")\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/03_training_curves.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 5: Evaluate Model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model.eval()\n", + "with torch.no_grad():\n", + " y_pred_test = model(torch.from_numpy(X_test)).numpy()\n", + "\n", + "# Metrics\n", + "mse = np.mean((y_pred_test - y_test) ** 2)\n", + "mae = np.mean(np.abs(y_pred_test - y_test))\n", + "max_error = np.max(np.abs(y_pred_test - y_test))\n", + "\n", + "print(f\"Test Metrics (interpolation):\")\n", + "print(f\" MSE: {mse:.6f}\")\n", + "print(f\" MAE: {mae:.4f} ({mae*100:.1f}%)\")\n", + "print(f\" Max Error: {max_error:.4f} ({max_error*100:.1f}%)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Parity plot\n", + "fig, ax = plt.subplots(figsize=(6, 6))\n", + "ax.scatter(y_test, y_pred_test, alpha=0.3, s=5)\n", + "ax.plot([0, 1], [0, 1], 'r--', label=\"Perfect prediction\")\n", + "ax.set_xlabel(\"Actual Coupling\")\n", + "ax.set_ylabel(\"Predicted Coupling\")\n", + "ax.set_title(f\"Parity Plot (MAE={mae:.3f})\")\n", + "ax.set_xlim(0, 1)\n", + "ax.set_ylim(0, 1)\n", + "ax.set_aspect('equal')\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/04_parity_plot.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Spectrum comparison for test cases\n", + "fig, axes = plt.subplots(2, 2, figsize=(10, 8))\n", + "axes = axes.flatten()\n", + "\n", + "test_cases = [\n", + " (PITCH_RANGE[0], ANGLE_RANGE[0]), # corner\n", + " (PITCH_RANGE[1], ANGLE_RANGE[1]), # opposite corner\n", + " (pitch_optimal, ANGLE_CENTER), # theoretical optimum\n", + " (best_pitch, best_angle), # best from grid\n", + "]\n", + "\n", + "for ax, (p, a) in zip(axes, test_cases):\n", + " # Get actual spectrum\n", + " dist = (df[\"pitch\"] - p)**2 + ((df[\"theta_deg\"] - a)/10)**2\n", + " closest_idx = dist.idxmin()\n", + " actual = df.loc[closest_idx, \"coupling\"]\n", + " p_actual = df.loc[closest_idx, \"pitch\"]\n", + " a_actual = df.loc[closest_idx, \"theta_deg\"]\n", + " \n", + " # Predict with surrogate\n", + " X_pred = np.array([[p_actual, a_actual, f] for f in freqs], dtype=np.float32)\n", + " X_pred_norm = normalize(X_pred, X_min, X_max)\n", + " with torch.no_grad():\n", + " predicted = model(torch.from_numpy(X_pred_norm)).numpy()\n", + " \n", + " ax.plot(ldas, actual, 'b-', linewidth=2, label=\"Simulation\")\n", + " ax.plot(ldas, predicted, 'r--', linewidth=2, label=\"Surrogate\")\n", + " ax.set_xlabel(\"Wavelength (um)\")\n", + " ax.set_ylabel(\"Coupling\")\n", + " ax.set_title(f\"pitch={p_actual*1000:.0f}nm, theta={a_actual:.0f} deg\")\n", + " ax.set_ylim(0, 1)\n", + " ax.legend()\n", + " ax.grid(True, alpha=0.3)\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/05_spectrum_comparison.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 6: Out-of-Sample Validation\n", + "\n", + "The test MAE above is on held-out data from the same grid (interpolation). For true validation, we run NEW simulations at random parameter points not in the training set." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(42)\n", + "n_validation_sims = 5\n", + "\n", + "# Random points within parameter range (but not on the grid)\n", + "val_pitches = np.random.uniform(PITCH_RANGE[0] + 0.005, PITCH_RANGE[1] - 0.005, n_validation_sims)\n", + "val_angles = np.random.uniform(ANGLE_RANGE[0] + 0.5, ANGLE_RANGE[1] - 0.5, n_validation_sims)\n", + "\n", + "print(f\"Running {n_validation_sims} NEW validation simulations...\")\n", + "\n", + "val_actual = []\n", + "val_predicted = []\n", + "\n", + "for i, (p, a) in enumerate(zip(val_pitches, val_angles)):\n", + " print(f\" Validation {i+1}/{n_validation_sims}: pitch={p*1000:.1f}nm, theta={a:.1f} deg\")\n", + " \n", + " # Run actual simulation\n", + " val_sim = make_grating_coupler_sim(p, a)\n", + " val_data = web.run(val_sim, task_name=f\"GC_val_{i}\", verbose=False)\n", + " \n", + " # Get actual coupling at center frequency\n", + " amps = val_data[\"mode\"].amps.sel(direction=\"-\", mode_index=0)\n", + " actual_spectrum = np.abs(amps.values) ** 2\n", + " actual_at_1550 = actual_spectrum[len(freqs)//2]\n", + " \n", + " # Get surrogate prediction\n", + " X_val = np.array([[p, a, freq0]], dtype=np.float32)\n", + " X_val_norm = normalize(X_val, X_min, X_max)\n", + " with torch.no_grad():\n", + " pred_at_1550 = model(torch.from_numpy(X_val_norm)).item()\n", + " \n", + " val_actual.append(actual_at_1550)\n", + " val_predicted.append(pred_at_1550)\n", + " \n", + " print(f\" Actual: {actual_at_1550:.1%}, Predicted: {pred_at_1550:.1%}, Error: {abs(actual_at_1550 - pred_at_1550)*100:.1f}%\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "val_actual = np.array(val_actual)\n", + "val_predicted = np.array(val_predicted)\n", + "\n", + "oos_mae = np.mean(np.abs(val_actual - val_predicted))\n", + "oos_max_error = np.max(np.abs(val_actual - val_predicted))\n", + "\n", + "print(f\"\\nOut-of-sample validation (NEW simulations):\")\n", + "print(f\" MAE: {oos_mae:.4f} ({oos_mae*100:.1f}%)\")\n", + "print(f\" Max Error: {oos_max_error:.4f} ({oos_max_error*100:.1f}%)\")\n", + "print(f\"\\nThis is the TRUE measure of surrogate accuracy!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 7: Surrogate-Based Optimization\n", + "\n", + "Use gradient descent on the surrogate model to find optimal (pitch, angle) at the center wavelength." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Setup optimization in normalized space\n", + "X_min_torch = torch.tensor(X_min, dtype=torch.float32)\n", + "X_max_torch = torch.tensor(X_max, dtype=torch.float32)\n", + "freq_target_norm = 2 * (freq0 - X_min[2]) / (X_max[2] - X_min[2]) - 1\n", + "\n", + "# Initialize at center of parameter space\n", + "params = torch.tensor([0.0, 0.0], dtype=torch.float32, requires_grad=True)\n", + "optimizer_opt = optim.Adam([params], lr=0.05)\n", + "\n", + "opt_history = []\n", + "param_history = []\n", + "\n", + "for i in range(200):\n", + " optimizer_opt.zero_grad()\n", + " \n", + " pitch_norm = torch.clamp(params[0], -1.0, 1.0)\n", + " angle_norm = torch.clamp(params[1], -1.0, 1.0)\n", + " \n", + " x_input = torch.stack([pitch_norm, angle_norm, torch.tensor(freq_target_norm)])\n", + " coupling = model(x_input.unsqueeze(0))\n", + " loss = -coupling # Maximize\n", + " \n", + " loss.backward()\n", + " optimizer_opt.step()\n", + " \n", + " # Convert to physical units\n", + " pitch_phys = (pitch_norm.item() + 1) / 2 * (X_max[0] - X_min[0]) + X_min[0]\n", + " angle_phys = (angle_norm.item() + 1) / 2 * (X_max[1] - X_min[1]) + X_min[1]\n", + " \n", + " opt_history.append(coupling.item())\n", + " param_history.append((pitch_phys, angle_phys))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Final optimized parameters\n", + "final_pitch_norm = torch.clamp(params[0], -1.0, 1.0).item()\n", + "final_angle_norm = torch.clamp(params[1], -1.0, 1.0).item()\n", + "opt_pitch = (final_pitch_norm + 1) / 2 * (X_max[0] - X_min[0]) + X_min[0]\n", + "opt_angle = (final_angle_norm + 1) / 2 * (X_max[1] - X_min[1]) + X_min[1]\n", + "\n", + "print(f\"Surrogate-optimized parameters:\")\n", + "print(f\" Pitch: {opt_pitch*1000:.1f} nm\")\n", + "print(f\" Angle: {opt_angle:.1f} deg\")\n", + "print(f\" Predicted coupling: {opt_history[-1]:.1%}\")\n", + "\n", + "print(f\"\\nGrid search best:\")\n", + "print(f\" Pitch: {best_pitch*1000:.0f} nm\")\n", + "print(f\" Angle: {best_angle:.1f} deg\")\n", + "print(f\" Coupling: {coupling_at_1550.max():.1%}\")\n", + "\n", + "print(f\"\\nTheoretical optimal (at theta={ANGLE_CENTER} deg):\")\n", + "print(f\" Pitch: {pitch_optimal*1000:.0f} nm\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Plot optimization results\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", + "\n", + "axes[0].plot(opt_history)\n", + "axes[0].set_xlabel(\"Iteration\")\n", + "axes[0].set_ylabel(\"Predicted Coupling\")\n", + "axes[0].set_title(\"Optimization Convergence\")\n", + "axes[0].grid(True, alpha=0.3)\n", + "\n", + "im = axes[1].pcolormesh(pitch_values * 1000, angle_values, coupling_at_1550, cmap=\"viridis\", shading=\"auto\")\n", + "plt.colorbar(im, ax=axes[1], label=\"Coupling\")\n", + "axes[1].plot(best_pitch * 1000, best_angle, 'r*', markersize=15, label=\"Grid best\")\n", + "axes[1].plot(opt_pitch * 1000, opt_angle, 'go', markersize=10, label=\"Surrogate opt\")\n", + "axes[1].plot(pitch_optimal * 1000, ANGLE_CENTER, 'w^', markersize=10, label=\"Theory\")\n", + "\n", + "# Optimization trajectory\n", + "pitches = [p*1000 for p, a in param_history[::10]]\n", + "angles = [a for p, a in param_history[::10]]\n", + "axes[1].plot(pitches, angles, 'w-', alpha=0.5, linewidth=1)\n", + "\n", + "axes[1].set_xlabel(\"Pitch (nm)\")\n", + "axes[1].set_ylabel(\"Angle (deg)\")\n", + "axes[1].set_title(\"Optimization Result\")\n", + "axes[1].legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig(f\"{FIGURES_DIR}/06_optimization.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "This notebook demonstrated:\n", + "\n", + "1. **Mode solving** to calculate effective indices for accurate grating design\n", + "2. **Parameter sweep** using `tidy3d.plugins.design` for efficient batch simulations\n", + "3. **Neural network surrogate** training with PyTorch\n", + "4. **Out-of-sample validation** with NEW simulations to verify generalization\n", + "5. **Gradient-based optimization** using the differentiable surrogate" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(\"=\"*60)\n", + "print(\"SUMMARY\")\n", + "print(\"=\"*60)\n", + "print(f\"Mode solver: n_eff = {n_eff_avg:.3f}\")\n", + "print(f\"Theoretical optimal pitch: {pitch_optimal*1000:.0f} nm at theta={ANGLE_CENTER} deg\")\n", + "print(f\"Training simulations: {N_PITCH * N_ANGLE}\")\n", + "print(f\"Interpolation MAE: {mae:.4f} ({mae*100:.1f}%)\")\n", + "print(f\"Out-of-sample MAE: {oos_mae:.4f} ({oos_mae*100:.1f}%) <- TRUE accuracy\")\n", + "print(f\"Best coupling: {coupling_at_1550.max():.1%} at pitch={best_pitch*1000:.0f}nm, theta={best_angle:.1f} deg\")\n", + "print(f\"Surrogate optimization: pitch={opt_pitch*1000:.0f}nm, theta={opt_angle:.1f} deg -> {opt_history[-1]:.1%}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "name": "python", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/mmi_shape_optimization.ipynb b/mmi_shape_optimization.ipynb new file mode 100644 index 00000000..74437cce --- /dev/null +++ b/mmi_shape_optimization.ipynb @@ -0,0 +1,358 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "9d7d80f4", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "# 1x4 MMI Parameter Sweep\n", + "\n", + "Optimize MMI length and width for uniform power splitting using the Design plugin." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "938e8893", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import matplotlib\n", + "matplotlib.use('Agg')\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tidy3d as td\n", + "import tidy3d.web as web\n", + "import tidy3d.plugins.design as tdd\n", + "\n", + "td.config.local_cache.enabled = True\n", + "\n", + "try:\n", + " RESULTS_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), \"results\")\n", + " os.makedirs(RESULTS_DIR, exist_ok=True)\n", + "except NameError:\n", + " RESULTS_DIR = None" + ] + }, + { + "cell_type": "markdown", + "id": "058266d4", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Fixed Parameters" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90c92f2d", + "metadata": {}, + "outputs": [], + "source": [ + "# Materials\n", + "n_sin = 2.0\n", + "n_sio2 = 1.44\n", + "sin = td.Medium(permittivity=n_sin**2)\n", + "sio2 = td.Medium(permittivity=n_sio2**2)\n", + "\n", + "# Wavelength\n", + "lda0 = 1.55\n", + "freq0 = td.C_0 / lda0\n", + "freqs = [freq0]\n", + "fwidth = freq0 / 10\n", + "\n", + "# Fixed geometry\n", + "wg_width = 1.0\n", + "wg_thickness = 0.4\n", + "taper_width = 1.5\n", + "taper_length = 5.0\n", + "buffer_x = 2.0\n", + "buffer_y = 2.0\n", + "buffer_z = 1.5\n", + "wg_extension = 10.0" + ] + }, + { + "cell_type": "markdown", + "id": "cb19c959", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Simulation Builder Function\n", + "\n", + "The function arguments must match the parameter names in the DesignSpace." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9f27c839", + "metadata": {}, + "outputs": [], + "source": [ + "def make_sim(L_MMI: float, W_MMI: float) -> td.Simulation:\n", + " \"\"\"Build MMI simulation for given length and width.\"\"\"\n", + "\n", + " output_spacing = W_MMI / 4\n", + " out_positions = [\n", + " -3 * output_spacing / 2,\n", + " -output_spacing / 2,\n", + " output_spacing / 2,\n", + " 3 * output_spacing / 2,\n", + " ]\n", + "\n", + " Ly = taper_length + L_MMI + taper_length + 2 * buffer_y\n", + " structures = []\n", + "\n", + " # Input waveguide with taper\n", + " input_wg = td.Structure(\n", + " geometry=td.PolySlab(\n", + " vertices=[\n", + " (-wg_width / 2, -wg_extension),\n", + " (-wg_width / 2, 0),\n", + " (-taper_width / 2, taper_length),\n", + " (taper_width / 2, taper_length),\n", + " (wg_width / 2, 0),\n", + " (wg_width / 2, -wg_extension),\n", + " ],\n", + " axis=2,\n", + " slab_bounds=(-wg_thickness / 2, wg_thickness / 2),\n", + " ),\n", + " medium=sin,\n", + " )\n", + " structures.append(input_wg)\n", + "\n", + " # MMI region\n", + " mmi_region = td.Structure(\n", + " geometry=td.Box(\n", + " center=(0, taper_length + L_MMI / 2, 0),\n", + " size=(W_MMI, L_MMI, wg_thickness),\n", + " ),\n", + " medium=sin,\n", + " )\n", + " structures.append(mmi_region)\n", + "\n", + " # Output waveguides\n", + " output_y_start = taper_length + L_MMI\n", + " output_taper_end = output_y_start + taper_length\n", + " output_wg_end = Ly + wg_extension\n", + "\n", + " for x_pos in out_positions:\n", + " output_wg = td.Structure(\n", + " geometry=td.PolySlab(\n", + " vertices=[\n", + " (x_pos - taper_width / 2, output_y_start),\n", + " (x_pos - wg_width / 2, output_taper_end),\n", + " (x_pos - wg_width / 2, output_wg_end),\n", + " (x_pos + wg_width / 2, output_wg_end),\n", + " (x_pos + wg_width / 2, output_taper_end),\n", + " (x_pos + taper_width / 2, output_y_start),\n", + " ],\n", + " axis=2,\n", + " slab_bounds=(-wg_thickness / 2, wg_thickness / 2),\n", + " ),\n", + " medium=sin,\n", + " )\n", + " structures.append(output_wg)\n", + "\n", + " # Domain\n", + " Lx = W_MMI + 2 * buffer_x\n", + " Lz = wg_thickness + 2 * buffer_z\n", + " sim_size = (Lx, Ly, Lz)\n", + "\n", + " # Source\n", + " mode_spec = td.ModeSpec(num_modes=1, target_neff=n_sin)\n", + " mode_source = td.ModeSource(\n", + " center=(0, buffer_y / 2, 0),\n", + " size=(4 * wg_width, 0, Lz),\n", + " source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n", + " direction=\"+\",\n", + " mode_spec=mode_spec,\n", + " mode_index=0,\n", + " )\n", + "\n", + " # Flux monitors (no symmetry, measure all 4)\n", + " flux_monitors = []\n", + " for i, x_pos in enumerate(out_positions):\n", + " monitor = td.FluxMonitor(\n", + " center=(x_pos, output_taper_end + buffer_y / 2, 0),\n", + " size=(3 * wg_width, 0, Lz),\n", + " freqs=freqs,\n", + " name=f\"flux_out{i+1}\",\n", + " )\n", + " flux_monitors.append(monitor)\n", + "\n", + " sim = td.Simulation(\n", + " center=(0, Ly / 2 - buffer_y, 0),\n", + " size=sim_size,\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=lda0),\n", + " structures=structures,\n", + " sources=[mode_source],\n", + " monitors=flux_monitors,\n", + " run_time=td.RunTimeSpec(quality_factor=10),\n", + " boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n", + " medium=sio2,\n", + " )\n", + "\n", + " return sim" + ] + }, + { + "cell_type": "markdown", + "id": "6cf2d496", + "metadata": { + "cell_marker": "\"\"\"", + "lines_to_next_cell": 1 + }, + "source": [ + "## Post-Processing Function\n", + "\n", + "Compute metrics from simulation results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9a0b117", + "metadata": {}, + "outputs": [], + "source": [ + "def analyze(sim_data: td.SimulationData) -> dict:\n", + " \"\"\"Analyze MMI results and return metrics.\"\"\"\n", + " T = [float(sim_data[f\"flux_out{i+1}\"].flux.values.item()) for i in range(4)]\n", + "\n", + " total = sum(T)\n", + " imbalance = max(T) - min(T)\n", + " excess_loss = -10 * np.log10(total) if total > 0 else 99\n", + "\n", + " return {\n", + " \"T1\": T[0],\n", + " \"T2\": T[1],\n", + " \"T3\": T[2],\n", + " \"T4\": T[3],\n", + " \"total\": total,\n", + " \"imbalance\": imbalance,\n", + " \"excess_loss_dB\": excess_loss,\n", + " }" + ] + }, + { + "cell_type": "markdown", + "id": "49bb91f1", + "metadata": { + "cell_marker": "\"\"\"" + }, + "source": [ + "## Define Parameter Sweep" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bbc8acd3", + "metadata": {}, + "outputs": [], + "source": [ + "if __name__ == \"__main__\":\n", + " # Parameters to sweep\n", + " param_L = tdd.ParameterFloat(name=\"L_MMI\", span=(40, 50), num_points=5)\n", + " param_W = tdd.ParameterFloat(name=\"W_MMI\", span=(7, 9), num_points=5)\n", + "\n", + " # Grid search method\n", + " method = tdd.MethodGrid()\n", + "\n", + " # Create design space\n", + " design_space = tdd.DesignSpace(\n", + " parameters=[param_L, param_W],\n", + " method=method,\n", + " task_name=\"mmi_sweep\",\n", + " )\n", + "\n", + " print(f\"Running {param_L.num_points * param_W.num_points} simulations...\")\n", + "\n", + " # Run sweep\n", + " result = design_space.run(fn=make_sim, fn_post=analyze, verbose=True)\n", + " df = result.to_dataframe()\n", + "\n", + " # Save results\n", + " if RESULTS_DIR:\n", + " df.to_csv(f\"{RESULTS_DIR}/sweep_results.csv\")\n", + "\n", + " print(\"\\nSweep Results:\")\n", + " print(df.to_string())" + ] + }, + { + "cell_type": "markdown", + "id": "e087cad7", + "metadata": {}, + "source": [ + " ## Visualize Results\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a4bee867", + "metadata": {}, + "outputs": [], + "source": [ + " # Find optimal design (minimize imbalance while keeping loss low)\n", + " df_filtered = df[df[\"excess_loss_dB\"] < 1.0] # Filter high-loss designs\n", + " if len(df_filtered) > 0:\n", + " best_idx = df_filtered[\"imbalance\"].idxmin()\n", + " best = df_filtered.loc[best_idx]\n", + " print(f\"\\nOptimal Design:\")\n", + " print(f\" L_MMI = {best['L_MMI']:.2f} μm\")\n", + " print(f\" W_MMI = {best['W_MMI']:.2f} μm\")\n", + " print(f\" Imbalance = {best['imbalance']:.4f}\")\n", + " print(f\" Excess Loss = {best['excess_loss_dB']:.2f} dB\")\n", + " print(f\" Outputs: {best['T1']:.3f}, {best['T2']:.3f}, {best['T3']:.3f}, {best['T4']:.3f}\")\n", + "\n", + " # Plot heatmaps\n", + " L_vals = df[\"L_MMI\"].unique()\n", + " W_vals = df[\"W_MMI\"].unique()\n", + "\n", + " fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n", + "\n", + " # Imbalance heatmap\n", + " imbalance_grid = df.pivot(index=\"L_MMI\", columns=\"W_MMI\", values=\"imbalance\")\n", + " im1 = axes[0].pcolormesh(W_vals, L_vals, imbalance_grid.values, cmap=\"viridis_r\")\n", + " axes[0].set_xlabel(\"W_MMI (μm)\")\n", + " axes[0].set_ylabel(\"L_MMI (μm)\")\n", + " axes[0].set_title(\"Power Imbalance (lower is better)\")\n", + " plt.colorbar(im1, ax=axes[0])\n", + "\n", + " # Excess loss heatmap\n", + " loss_grid = df.pivot(index=\"L_MMI\", columns=\"W_MMI\", values=\"excess_loss_dB\")\n", + " im2 = axes[1].pcolormesh(W_vals, L_vals, loss_grid.values, cmap=\"viridis_r\")\n", + " axes[1].set_xlabel(\"W_MMI (μm)\")\n", + " axes[1].set_ylabel(\"L_MMI (μm)\")\n", + " axes[1].set_title(\"Excess Loss (dB)\")\n", + " plt.colorbar(im2, ax=axes[1])\n", + "\n", + " plt.tight_layout()\n", + " if RESULTS_DIR:\n", + " plt.savefig(f\"{RESULTS_DIR}/03_sweep_results.png\", dpi=150)\n", + " plt.close()\n", + "\n", + " print(f\"\\nResults saved to {RESULTS_DIR}/\")" + ] + } + ], + "metadata": { + "jupytext": { + "main_language": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 974a141d75c480ceb510f316bb7154474450808a Mon Sep 17 00:00:00 2001 From: Tyler Hughes Date: Tue, 3 Feb 2026 15:29:47 -0500 Subject: [PATCH 5/6] ran them --- grating_coupler_surrogate.ipynb | 476 ++++++++++++++++++--- mmi_shape_optimization.ipynb | 104 ++++- results/figures/00_test_geometry.png | Bin 0 -> 56054 bytes results/figures/01_test_spectrum.png | Bin 0 -> 41978 bytes results/figures/02_design_space.png | Bin 0 -> 60422 bytes results/figures/03_training_curves.png | Bin 0 -> 72665 bytes results/figures/04_parity_plot.png | Bin 0 -> 47098 bytes results/figures/05_spectrum_comparison.png | Bin 0 -> 116918 bytes results/figures/06_optimization.png | Bin 0 -> 85130 bytes 9 files changed, 520 insertions(+), 60 deletions(-) create mode 100644 results/figures/00_test_geometry.png create mode 100644 results/figures/01_test_spectrum.png create mode 100644 results/figures/02_design_space.png create mode 100644 results/figures/03_training_curves.png create mode 100644 results/figures/04_parity_plot.png create mode 100644 results/figures/05_spectrum_comparison.png create mode 100644 results/figures/06_optimization.png diff --git a/grating_coupler_surrogate.ipynb b/grating_coupler_surrogate.ipynb index 433c099b..260184ca 100644 --- a/grating_coupler_surrogate.ipynb +++ b/grating_coupler_surrogate.ipynb @@ -29,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -54,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -77,9 +77,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Device parameters:\n", + " Si thickness: 220 nm\n", + " Etch depth: 70 nm\n", + " Fill fraction: 0.5\n" + ] + } + ], "source": [ "# Wavelength/frequency\n", "lda0 = 1.55 # central wavelength (um)\n", @@ -128,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -169,9 +180,80 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solving mode for unetched slab...\n" + ] + }, + { + "data": { + "text/html": [ + "
15:01:55 EST WARNING: Use the remote mode solver with subpixel averaging for    \n",
+       "             better accuracy through 'tidy3d.web.run(...)' or the deprecated    \n",
+       "             'tidy3d.plugins.mode.web.run(...)'.                                \n",
+       "
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             WARNING: Mode field at frequency index 0, mode index 0 does not    \n",
+       "             decay at the plane boundaries.                                     \n",
+       "
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             WARNING: Mode field at frequency index 0, mode index 0 does not    \n",
+       "             decay at the plane boundaries.                                     \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Mode field at frequency index \u001b[0m\u001b[1;36m0\u001b[0m\u001b[31m, mode index \u001b[0m\u001b[1;36m0\u001b[0m\u001b[31m does not \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mdecay at the plane boundaries. \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " n_eff (etched, t=150nm): 2.5436\n", + " n_eff (average, ff=0.5): 2.6975\n" + ] + } + ], "source": [ "# Solve for unetched and etched regions\n", "print(\"Solving mode for unetched slab...\")\n", @@ -190,9 +272,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Optimal pitch at theta=15.0 deg:\n", + " Lambda = 1.55 / (2.698 - 1.44*sin(15.0 deg))\n", + " = 667 nm\n", + "\n", + "Sweep ranges:\n", + " Pitch: 617-717 nm (22 points)\n", + " Angle: 10-25 deg (14 points)\n", + " Total simulations: 308\n" + ] + } + ], "source": [ "# Calculate optimal pitch and define sweep ranges\n", "ANGLE_RANGE = (10, 25) # degrees\n", @@ -228,7 +326,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -360,9 +458,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test parameters: pitch=667nm, angle=15.0 deg\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Create test simulation at optimal parameters\n", "test_pitch = pitch_optimal\n", @@ -390,9 +506,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running test simulation...\n", + "Peak coupling: 41.1%\n" + ] + } + ], "source": [ "# Run test simulation\n", "print(\"Running test simulation...\")\n", @@ -409,9 +534,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot test spectrum\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", @@ -440,9 +576,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running 308 simulations...\n" + ] + }, + { + "data": { + "text/html": [ + "
15:04:23 EST Running 308 Simulations                                            \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m15:04:23 EST\u001b[0m\u001b[2;36m \u001b[0mRunning \u001b[1;36m308\u001b[0m Simulations \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Batch complete: 308 simulations\n" + ] + } + ], "source": [ "param_pitch = tdd.ParameterFloat(name=\"pitch\", span=PITCH_RANGE, num_points=N_PITCH)\n", "param_angle = tdd.ParameterFloat(name=\"theta_deg\", span=ANGLE_RANGE, num_points=N_ANGLE)\n", @@ -470,9 +634,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data extracted:\n", + " Samples: 31108\n", + " Coupling range: [0.000, 0.435]\n" + ] + } + ], "source": [ "df = results.to_dataframe()\n", "\n", @@ -501,9 +675,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved training data to results/data/training_data.pkl\n" + ] + } + ], "source": [ "# Save training data\n", "training_data = {\n", @@ -520,9 +702,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best coupling at lambda=1550nm: 43.4%\n", + " at pitch=683nm, angle=25.0 deg\n" + ] + } + ], "source": [ "# Plot design space heatmap at center wavelength\n", "coupling_at_1550 = np.zeros((N_ANGLE, N_PITCH))\n", @@ -567,9 +768,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train: 18664, Val: 6221, Test: 6223\n" + ] + } + ], "source": [ "# Normalization parameters\n", "X_min = np.array([PITCH_RANGE[0], ANGLE_RANGE[0], freqs.min()], dtype=np.float32)\n", @@ -600,7 +809,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -617,9 +826,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "GratingSurrogate(\n", + " (network): Sequential(\n", + " (0): Linear(in_features=3, out_features=64, bias=True)\n", + " (1): ReLU()\n", + " (2): Linear(in_features=64, out_features=64, bias=True)\n", + " (3): ReLU()\n", + " (4): Linear(in_features=64, out_features=32, bias=True)\n", + " (5): ReLU()\n", + " (6): Linear(in_features=32, out_features=1, bias=True)\n", + " (7): Sigmoid()\n", + " )\n", + ")\n" + ] + } + ], "source": [ "class GratingSurrogate(nn.Module):\n", " \"\"\"Simple feedforward network for coupling prediction.\"\"\"\n", @@ -650,9 +878,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training...\n", + " Epoch 50: train_loss=0.000004, val_loss=0.000003\n", + " Epoch 100: train_loss=0.000002, val_loss=0.000002\n", + " Epoch 150: train_loss=0.000001, val_loss=0.000001\n", + " Epoch 200: train_loss=0.000001, val_loss=0.000001\n", + " Early stopping at epoch 243\n", + "Training complete. Best val loss: 0.000001\n" + ] + } + ], "source": [ "# Training loop with early stopping\n", "n_epochs = 500\n", @@ -712,9 +954,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot training curves\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", @@ -739,9 +992,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Test Metrics (interpolation):\n", + " MSE: 0.000001\n", + " MAE: 0.0006 (0.1%)\n", + " Max Error: 0.0036 (0.4%)\n" + ] + } + ], "source": [ "model.eval()\n", "with torch.no_grad():\n", @@ -760,9 +1024,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Parity plot\n", "fig, ax = plt.subplots(figsize=(6, 6))\n", @@ -783,9 +1058,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Spectrum comparison for test cases\n", "fig, axes = plt.subplots(2, 2, figsize=(10, 8))\n", @@ -837,9 +1123,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running 5 NEW validation simulations...\n", + " Validation 1/5: pitch=655.4nm, theta=12.7 deg\n", + " Actual: 7.5%, Predicted: 7.5%, Error: 0.0%\n", + " Validation 2/5: pitch=707.3nm, theta=11.3 deg\n", + " Actual: 0.1%, Predicted: 0.1%, Error: 0.0%\n", + " Validation 3/5: pitch=687.6nm, theta=22.6 deg\n", + " Actual: 26.4%, Predicted: 26.3%, Error: 0.1%\n", + " Validation 4/5: pitch=675.6nm, theta=18.9 deg\n", + " Actual: 16.9%, Predicted: 17.5%, Error: 0.7%\n", + " Validation 5/5: pitch=635.8nm, theta=20.4 deg\n", + " Actual: 13.2%, Predicted: 13.2%, Error: 0.1%\n" + ] + } + ], "source": [ "np.random.seed(42)\n", "n_validation_sims = 5\n", @@ -879,9 +1183,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Out-of-sample validation (NEW simulations):\n", + " MAE: 0.0017 (0.2%)\n", + " Max Error: 0.0065 (0.7%)\n", + "\n", + "This is the TRUE measure of surrogate accuracy!\n" + ] + } + ], "source": [ "val_actual = np.array(val_actual)\n", "val_predicted = np.array(val_predicted)\n", @@ -906,7 +1223,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -945,9 +1262,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Surrogate-optimized parameters:\n", + " Pitch: 658.3 nm\n", + " Angle: 19.8 deg\n", + " Predicted coupling: 42.6%\n", + "\n", + "Grid search best:\n", + " Pitch: 683 nm\n", + " Angle: 25.0 deg\n", + " Coupling: 43.4%\n", + "\n", + "Theoretical optimal (at theta=15.0 deg):\n", + " Pitch: 667 nm\n" + ] + } + ], "source": [ "# Final optimized parameters\n", "final_pitch_norm = torch.clamp(params[0], -1.0, 1.0).item()\n", @@ -971,9 +1307,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot optimization results\n", "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", @@ -1022,9 +1369,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + "SUMMARY\n", + "============================================================\n", + "Mode solver: n_eff = 2.698\n", + "Theoretical optimal pitch: 667 nm at theta=15.0 deg\n", + "Training simulations: 308\n", + "Interpolation MAE: 0.0006 (0.1%)\n", + "Out-of-sample MAE: 0.0017 (0.2%) <- TRUE accuracy\n", + "Best coupling: 43.4% at pitch=683nm, theta=25.0 deg\n", + "Surrogate optimization: pitch=658nm, theta=19.8 deg -> 42.6%\n" + ] + } + ], "source": [ "print(\"=\"*60)\n", "print(\"SUMMARY\")\n", @@ -1041,13 +1405,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "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", - "version": "3.11.0" + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.0" } }, "nbformat": 4, diff --git a/mmi_shape_optimization.ipynb b/mmi_shape_optimization.ipynb index 74437cce..24361be3 100644 --- a/mmi_shape_optimization.ipynb +++ b/mmi_shape_optimization.ipynb @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "938e8893", "metadata": {}, "outputs": [], @@ -49,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "90c92f2d", "metadata": {}, "outputs": [], @@ -92,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "9f27c839", "metadata": {}, "outputs": [], @@ -219,7 +219,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "d9a0b117", "metadata": {}, "outputs": [], @@ -255,10 +255,65 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "bbc8acd3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running 25 simulations...\n" + ] + }, + { + "data": { + "text/html": [ + "
15:01:45 EST Running 25 Simulations                                             \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m15:01:45 EST\u001b[0m\u001b[2;36m \u001b[0mRunning \u001b[1;36m25\u001b[0m Simulations \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Sweep Results:\n", + " L_MMI W_MMI T1 T2 T3 T4 total imbalance excess_loss_dB\n", + "0 40.0 7.0 0.324170 0.312272 0.312273 0.324171 1.272886 0.011899 -1.047893\n", + "1 42.5 7.0 0.262494 0.369533 0.369534 0.262494 1.264055 0.107041 -1.017660\n", + "2 45.0 7.0 0.238697 0.323067 0.323067 0.238696 1.123527 0.084371 -0.505835\n", + "3 47.5 7.0 0.247241 0.361942 0.361942 0.247241 1.218366 0.114700 -0.857777\n", + "4 50.0 7.0 0.226592 0.424357 0.424357 0.226592 1.301898 0.197765 -1.145771\n", + "5 40.0 7.5 0.299532 0.286736 0.286737 0.299532 1.172537 0.012796 -0.691266\n", + "6 42.5 7.5 0.393009 0.193412 0.193413 0.393008 1.172842 0.199597 -0.692396\n", + "7 45.0 7.5 0.341178 0.216633 0.216634 0.341178 1.115623 0.124545 -0.475173\n", + "8 47.5 7.5 0.265278 0.293886 0.293887 0.265279 1.118330 0.028608 -0.485698\n", + "9 50.0 7.5 0.245314 0.286836 0.286836 0.245313 1.064298 0.041523 -0.270633\n", + "10 40.0 8.0 0.269446 0.314301 0.314301 0.269446 1.167495 0.044855 -0.672552\n", + "11 42.5 8.0 0.226759 0.377962 0.377962 0.226759 1.209442 0.151204 -0.825851\n", + "12 45.0 8.0 0.252378 0.312046 0.312047 0.252377 1.128848 0.059671 -0.526356\n", + "13 47.5 8.0 0.360765 0.186930 0.186930 0.360764 1.095388 0.173835 -0.395682\n", + "14 50.0 8.0 0.376033 0.153403 0.153403 0.376031 1.058870 0.222630 -0.248425\n", + "15 40.0 8.5 0.210544 0.239490 0.239490 0.210544 0.900069 0.028946 0.457244\n", + "16 42.5 8.5 0.219556 0.257581 0.257581 0.219556 0.954275 0.038026 0.203264\n", + "17 45.0 8.5 0.252872 0.271812 0.271813 0.252872 1.049369 0.018941 -0.209283\n", + "18 47.5 8.5 0.217961 0.344044 0.344044 0.217962 1.124012 0.126083 -0.507709\n", + "19 50.0 8.5 0.211702 0.340649 0.340649 0.211702 1.104702 0.128947 -0.432451\n", + "20 40.0 9.0 0.251606 0.250721 0.250721 0.251605 1.004653 0.000885 -0.020159\n", + "21 42.5 9.0 0.245423 0.253470 0.253470 0.245424 0.997787 0.008047 0.009623\n", + "22 45.0 9.0 0.190219 0.222547 0.222547 0.190218 0.825531 0.032329 0.832665\n", + "23 47.5 9.0 0.201455 0.254887 0.254888 0.201456 0.912686 0.053433 0.396786\n", + "24 50.0 9.0 0.242947 0.237545 0.237546 0.242946 0.960984 0.005402 0.172839\n" + ] + } + ], "source": [ "if __name__ == \"__main__\":\n", " # Parameters to sweep\n", @@ -300,10 +355,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "a4bee867", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Optimal Design:\n", + " L_MMI = 40.00 μm\n", + " W_MMI = 9.00 μm\n", + " Imbalance = 0.0009\n", + " Excess Loss = -0.02 dB\n", + " Outputs: 0.252, 0.251, 0.251, 0.252\n", + "\n", + "Results saved to None/\n" + ] + } + ], "source": [ " # Find optimal design (minimize imbalance while keeping loss low)\n", " df_filtered = df[df[\"excess_loss_dB\"] < 1.0] # Filter high-loss designs\n", @@ -351,6 +422,23 @@ "metadata": { "jupytext": { "main_language": "python" + }, + "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": "3.13.0" } }, "nbformat": 4, diff --git a/results/figures/00_test_geometry.png b/results/figures/00_test_geometry.png new file mode 100644 index 0000000000000000000000000000000000000000..12474442a0c382c250ddc10929eecdaa37c4a941 GIT binary patch literal 56054 zcmeFZXH-?$wl#`nDlJnfm=OaY851BV!2q~HBwC-cUFry?W)=l?)6F zt0|{WDlsrD|CNE^7mZ(+;cpz-G8*tdBKDFR_R7}h?48cq8Z*e9wZC9tZEs;}u+!1l 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15:01:55 EST WARNING: Use the remote mode solver with subpixel averaging for    \n",
+       "
15:30:39 EST WARNING: Use the remote mode solver with subpixel averaging for    \n",
        "             better accuracy through 'tidy3d.web.run(...)' or the deprecated    \n",
        "             'tidy3d.plugins.mode.web.run(...)'.                                \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m15:01:55 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Use the remote mode solver with subpixel averaging for \u001b[0m\n", + "\u001b[2;36m15:30:39 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Use the remote mode solver with subpixel averaging for \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[31mbetter accuracy through \u001b[0m\u001b[32m'tidy3d.web.run\u001b[0m\u001b[32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m or the deprecated \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[32m'tidy3d.plugins.mode.web.run\u001b[0m\u001b[32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n" ] @@ -589,11 +589,28 @@ { "data": { "text/html": [ - "
15:04:23 EST Running 308 Simulations                                            \n",
+       "
15:30:42 EST Running 308 Simulations                                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m15:04:23 EST\u001b[0m\u001b[2;36m \u001b[0mRunning \u001b[1;36m308\u001b[0m Simulations \n" + "\u001b[2;36m15:30:42 EST\u001b[0m\u001b[2;36m \u001b[0mRunning \u001b[1;36m308\u001b[0m Simulations \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
15:30:56 EST WARNING: 308 files have already been downloaded and will be        \n",
+       "             skipped. To forcibly overwrite existing files, invoke the load or  \n",
+       "             download function with `replace_existing=True`.                    \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[2;36m15:30:56 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: \u001b[0m\u001b[1;36m308\u001b[0m\u001b[31m files have already been downloaded and will be \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mskipped. To forcibly overwrite existing files, invoke the load or \u001b[0m\n", + "\u001b[2;36m \u001b[0m\u001b[31mdownload function with `\u001b[0m\u001b[33mreplace_existing\u001b[0m\u001b[31m=\u001b[0m\u001b[3;92mTrue\u001b[0m\u001b[31m`. \u001b[0m\n" ] }, "metadata": {}, @@ -886,12 +903,13 @@ "output_type": "stream", "text": [ "Training...\n", - " Epoch 50: train_loss=0.000004, val_loss=0.000003\n", - " Epoch 100: train_loss=0.000002, val_loss=0.000002\n", - " Epoch 150: train_loss=0.000001, val_loss=0.000001\n", - " Epoch 200: train_loss=0.000001, val_loss=0.000001\n", - " Early stopping at epoch 243\n", - "Training complete. Best val loss: 0.000001\n" + " Epoch 50: train_loss=0.000003, val_loss=0.000003\n", + " Epoch 100: train_loss=0.000003, val_loss=0.000002\n", + " Epoch 150: train_loss=0.000002, val_loss=0.000002\n", + " Epoch 200: train_loss=0.000001, val_loss=0.000002\n", + " Epoch 250: train_loss=0.000001, val_loss=0.000001\n", + " Early stopping at epoch 295\n", + "Training complete. Best val loss: 0.000000\n" ] } ], @@ -959,7 +977,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1001,8 +1019,8 @@ "text": [ "Test Metrics (interpolation):\n", " MSE: 0.000001\n", - " MAE: 0.0006 (0.1%)\n", - " Max Error: 0.0036 (0.4%)\n" + " MAE: 0.0005 (0.0%)\n", + " Max Error: 0.0039 (0.4%)\n" ] } ], @@ -1029,7 +1047,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1063,7 +1081,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1132,15 +1150,15 @@ "text": [ "Running 5 NEW validation simulations...\n", " Validation 1/5: pitch=655.4nm, theta=12.7 deg\n", - " Actual: 7.5%, Predicted: 7.5%, Error: 0.0%\n", + " Actual: 7.5%, Predicted: 7.4%, Error: 0.1%\n", " Validation 2/5: pitch=707.3nm, theta=11.3 deg\n", " Actual: 0.1%, Predicted: 0.1%, Error: 0.0%\n", " Validation 3/5: pitch=687.6nm, theta=22.6 deg\n", - " Actual: 26.4%, Predicted: 26.3%, Error: 0.1%\n", + " Actual: 26.4%, Predicted: 26.2%, Error: 0.1%\n", " Validation 4/5: pitch=675.6nm, theta=18.9 deg\n", - " Actual: 16.9%, Predicted: 17.5%, Error: 0.7%\n", + " Actual: 16.9%, Predicted: 17.6%, Error: 0.8%\n", " Validation 5/5: pitch=635.8nm, theta=20.4 deg\n", - " Actual: 13.2%, Predicted: 13.2%, Error: 0.1%\n" + " Actual: 13.2%, Predicted: 13.2%, Error: 0.0%\n" ] } ], @@ -1192,8 +1210,8 @@ "text": [ "\n", "Out-of-sample validation (NEW simulations):\n", - " MAE: 0.0017 (0.2%)\n", - " Max Error: 0.0065 (0.7%)\n", + " MAE: 0.0020 (0.2%)\n", + " Max Error: 0.0076 (0.8%)\n", "\n", "This is the TRUE measure of surrogate accuracy!\n" ] @@ -1270,8 +1288,8 @@ "output_type": "stream", "text": [ "Surrogate-optimized parameters:\n", - " Pitch: 658.3 nm\n", - " Angle: 19.8 deg\n", + " Pitch: 659.7 nm\n", + " Angle: 20.2 deg\n", " Predicted coupling: 42.6%\n", "\n", "Grid search best:\n", @@ -1312,7 +1330,7 @@ "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -1382,10 +1400,10 @@ "Mode solver: n_eff = 2.698\n", "Theoretical optimal pitch: 667 nm at theta=15.0 deg\n", "Training simulations: 308\n", - "Interpolation MAE: 0.0006 (0.1%)\n", - "Out-of-sample MAE: 0.0017 (0.2%) <- TRUE accuracy\n", + "Interpolation MAE: 0.0005 (0.0%)\n", + "Out-of-sample MAE: 0.0020 (0.2%) <- TRUE accuracy\n", "Best coupling: 43.4% at pitch=683nm, theta=25.0 deg\n", - "Surrogate optimization: pitch=658nm, theta=19.8 deg -> 42.6%\n" + "Surrogate optimization: pitch=660nm, theta=20.2 deg -> 42.6%\n" ] } ],

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