diff --git a/BlueMicroLED.ipynb b/BlueMicroLED.ipynb index c816ce0e..1f5bb496 100644 --- a/BlueMicroLED.ipynb +++ b/BlueMicroLED.ipynb @@ -1,988 +1 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "cdc36bfa-e440-4caa-9c67-1be735aaf697", - "metadata": {}, - "source": [ - "# FDTD simulation of blue micro-LEDs with inclined sidewalls\n", - "\n", - "LEDs have become essential light sources, with applications ranging far beyond simple illumination, including optical communication and, notably, display technologies. Among these, µ-LEDs based on InGaN have emerged as promising platforms for next-generation displays, particularly in applications such as augmented reality.\n", - "\n", - "As LEDs are miniaturized for these advanced uses, maintaining high internal quantum efficiency (IQE) and light extraction efficiency (LEE) becomes increasingly challenging. Precise control over fabrication parameters, such as the sidewall angle, becomes critical for achieving high LEE and desirable far-field emission profiles. In this context, electromagnetic (EM) simulations play a crucial role, allowing for the exploration of design variations and identification of optimal parameters before committing to costly fabrication processes.\n", - "\n", - "However, accurately simulating LED sources presents unique challenges. LED emission is inherently incoherent, while EM simulations typically use coherent sources, which can introduce unrealistic interference effects. A common technique to approximate incoherent emission involves averaging the intensity profiles generated by multiple dipole sources distributed across the emitting region. While this method effectively captures the statistical nature of incoherent light, it requires a large number of simulations to reduce variance in the results.\n", - "\n", - "For symmetric structures, the computational cost can be significantly reduced. In this particular model, circular symmetry is exploited by placing dipole sources at various radial positions and averaging over the azimuthal (ϕ) angle. This approach enables efficient simulation of incoherent emission while preserving the accuracy of spatially averaged field distributions. \n", - "\n", - "This notebook demonstrates how to model a blue LED with inclined sidewalls using Tidy3D FDTD. The design is based on a recent study `Florian Vögl, Adrian Avramescu, Andreas Lex, Andreas Waag, Martin Hetzl, and Norwin von Malm, \"Enhanced forward emission by backside mirror design in micron-sized LEDs,\" Opt. Lett. 49, 5095-5098 (2024)`.\n", - "\n", - "\"Schematic" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4c4ed346-061f-4ebf-a040-ec47d9cffa8e", - "metadata": {}, - "outputs": [], - "source": [ - "# library imports\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import tidy3d as td\n", - "import tidy3d.web as web" - ] - }, - { - "cell_type": "markdown", - "id": "b0be08c5-55b1-425b-932d-9ec0420452e4", - "metadata": {}, - "source": [ - "## Simulation Setup" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "37271c3e-7aad-4036-b25c-ea1f5e8a8d0d", - "metadata": {}, - "outputs": [], - "source": [ - "# define frequency and wavelength range\n", - "\n", - "nm = 1e-3\n", - "lda0 = 450 * nm\n", - "freq0 = td.C_0 / lda0" - ] - }, - { - "cell_type": "markdown", - "id": "37c7c81c-2f13-4d8a-b23a-3b3001308146", - "metadata": {}, - "source": [ - "Define the materials used in the simulation." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "12574e34-0741-43f6-aa6b-4c89092dbc98", - "metadata": {}, - "outputs": [], - "source": [ - "nGaN = td.Medium.from_nk(\n", - " n=2.45, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"lightsteelblue\")\n", - ")\n", - "Al2O3 = td.Medium.from_nk(\n", - " n=1.76, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"darkorange\")\n", - ")\n", - "SiO2 = td.Medium.from_nk(\n", - " n=1.46, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"goldenrod\")\n", - ")\n", - "MQW = td.Medium.from_nk(\n", - " n=2.60, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"steelblue\")\n", - ")\n", - "pGaN = td.Medium.from_nk(\n", - " n=2.46, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"cadetblue\")\n", - ")\n", - "ITO = td.Medium.from_nk(\n", - " n=2.00, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"gainsboro\")\n", - ")\n", - "metal = td.medium_from_nk(\n", - " n=0.028, k=2.88, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"gray\")\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "08a74b24-6ab5-43bf-84a4-c59e3a9c9eb6", - "metadata": {}, - "source": [ - "Define geometric parameters, i.e. thickness of each layer." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "2ce4ae84-9c16-4067-a56c-a7df605d2a1a", - "metadata": {}, - "outputs": [], - "source": [ - "t_nGaN = 1000 * nm\n", - "t_MQW = 50 * nm\n", - "t_pGaN = 150 * nm\n", - "t_ITO = 50 * nm\n", - "t_mirror = 120 * nm\n", - "t_Al2O3 = 40 * nm\n", - "t_SiO2 = 100 * nm\n", - "radius = 500 * nm" - ] - }, - { - "cell_type": "markdown", - "id": "883cf171-0a62-4610-ab92-74494918d6df", - "metadata": {}, - "source": [ - "Define the structures in the simulation. " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "9e140508-6ab8-4f15-b137-82dde4a0ccbf", - "metadata": {}, - "outputs": [], - "source": [ - "t_1 = 500 * nm\n", - "infinity = 1e3\n", - "layer_nGaN = td.Structure(\n", - " geometry=td.Box.from_bounds(rmin=(-infinity, -infinity, 0), rmax=(infinity, infinity, t_nGaN))\n", - " + td.Cylinder(center=(0, 0, -t_1 / 2), radius=radius, length=t_1),\n", - " medium=nGaN,\n", - " name=\"nGaN\",\n", - ")\n", - "\n", - "layer_MQW = td.Structure(\n", - " geometry=td.Cylinder(center=(0, 0, -t_1 - t_MQW / 2), radius=radius, length=t_MQW),\n", - " medium=MQW,\n", - " name=\"MQW\",\n", - ")\n", - "\n", - "layer_pGaN = td.Structure(\n", - " geometry=td.Cylinder(center=(0, 0, -t_1 - t_MQW - t_pGaN / 2), radius=radius, length=t_pGaN),\n", - " medium=pGaN,\n", - " name=\"pGaN\",\n", - ")\n", - "\n", - "layer_ITO = td.Structure(\n", - " geometry=td.Cylinder(\n", - " center=(0, 0, -t_1 - t_MQW - t_pGaN - t_ITO / 2), radius=radius, length=t_ITO\n", - " ),\n", - " medium=ITO,\n", - " name=\"ITO\",\n", - ")\n", - "\n", - "layer_Al2O3 = td.Structure(\n", - " geometry=td.Box.from_bounds(rmin=(-infinity, -infinity, -t_Al2O3), rmax=(infinity, infinity, 0))\n", - " + td.Cylinder(\n", - " center=(0, 0, (-t_1 - t_MQW - t_pGaN - t_ITO - t_Al2O3) / 2),\n", - " radius=radius + t_Al2O3,\n", - " length=t_1 + t_MQW + t_pGaN + t_ITO + t_Al2O3,\n", - " ),\n", - " medium=Al2O3,\n", - " name=\"Al2O3\",\n", - ")\n", - "\n", - "sidewall_angle = np.deg2rad(45)\n", - "radius_1 = 1.2\n", - "layer_SiO2 = td.Structure(\n", - " geometry=td.Box.from_bounds(\n", - " rmin=(-infinity, -infinity, -t_Al2O3 - t_SiO2),\n", - " rmax=(infinity, infinity, -t_Al2O3),\n", - " )\n", - " + td.Cylinder(\n", - " center=(0, 0, -t_SiO2 + (-t_1 - t_MQW - t_pGaN - t_ITO - t_Al2O3) / 2),\n", - " radius=radius_1,\n", - " length=t_1 + t_MQW + t_pGaN + t_ITO + t_Al2O3,\n", - " sidewall_angle=-sidewall_angle,\n", - " ),\n", - " medium=SiO2,\n", - " name=\"SiO2\",\n", - ")\n", - "\n", - "radius_2 = 0.2\n", - "t_2 = 1.5\n", - "layer_silver = td.Structure(\n", - " geometry=td.Box.from_bounds(\n", - " rmin=(\n", - " -infinity,\n", - " -infinity,\n", - " -t_1 - t_MQW - t_pGaN - t_ITO - t_Al2O3 - t_SiO2 - t_2,\n", - " ),\n", - " rmax=(infinity, infinity, -t_Al2O3 - t_SiO2),\n", - " ),\n", - " medium=metal,\n", - " name=\"layer_silver\",\n", - ")\n", - "\n", - "contact = td.Structure(\n", - " geometry=td.Cylinder(\n", - " center=(0, 0, -t_1 - t_MQW - t_pGaN - t_ITO - (t_SiO2 + t_Al2O3) / 2),\n", - " radius=radius_2,\n", - " length=t_SiO2 + t_Al2O3,\n", - " ),\n", - " medium=metal,\n", - " name=\"contact\",\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "953ab2a6-934d-40ac-8824-012bf2fd9a89", - "metadata": {}, - "source": [ - "Define monitors used in the simulation." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "8a0dc555-f59c-4c53-94c4-37bb1cab05d9", - "metadata": {}, - "outputs": [], - "source": [ - "theta_array = np.linspace(0, np.deg2rad(90), 180) # polar angle\n", - "phi_array = np.linspace(0, 2 * np.pi, 360) # azimuthal angle\n", - "\n", - "projection_monitor = td.FieldProjectionAngleMonitor(\n", - " center=(0, 0, lda0 / 8),\n", - " size=(td.inf, td.inf, 0),\n", - " freqs=[freq0],\n", - " phi=phi_array,\n", - " theta=theta_array,\n", - " normal_dir=\"+\",\n", - " far_field_approx=True,\n", - " name=\"far_field\",\n", - ")\n", - "\n", - "field_monitor = td.FieldMonitor(\n", - " size=(td.inf, 0, td.inf), freqs=[freq0], fields=[\"Ex\", \"Ey\", \"Ez\"], name=\"field\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "42050f2b-89f2-4af8-aeb9-30502f37931d", - "metadata": {}, - "source": [ - "Define a function to set up the simulation based on the dipole position and polarization. This function will be used later to create the necessary simulations for summing intensities and modeling the incoherent LED emission." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9d5c5b1b-64ad-4507-8f59-51ecd558790e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sim_box = td.Box.from_bounds(rmin=(-2, -2, -1.2), rmax=(2, 2, 0.3))\n", - "\n", - "\n", - "def make_sim(dipole_x, pol):\n", - " dipole = td.PointDipole(\n", - " center=(dipole_x, 0, -t_1 - t_MQW / 2),\n", - " source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n", - " polarization=pol,\n", - " )\n", - "\n", - " if pol == \"Ex\":\n", - " symmetry = (0, 1, 0)\n", - " elif pol == \"Ey\":\n", - " symmetry = (0, -1, 0)\n", - " else:\n", - " symmetry = (0, 0, 0)\n", - "\n", - " sim = td.Simulation(\n", - " center=sim_box.center,\n", - " size=sim_box.size,\n", - " grid_spec=td.GridSpec.auto(min_steps_per_wvl=15),\n", - " run_time=4e-12,\n", - " structures=[\n", - " layer_silver,\n", - " layer_SiO2,\n", - " layer_Al2O3,\n", - " layer_nGaN,\n", - " layer_MQW,\n", - " layer_pGaN,\n", - " layer_ITO,\n", - " contact,\n", - " ],\n", - " sources=[dipole],\n", - " monitors=[projection_monitor, field_monitor],\n", - " boundary_spec=td.BoundarySpec(\n", - " x=td.Boundary.absorber(),\n", - " y=td.Boundary.absorber(),\n", - " z=td.Boundary.pml(),\n", - " ),\n", - " symmetry=symmetry,\n", - " shutoff=5e-5,\n", - " )\n", - "\n", - " return sim\n", - "\n", - "\n", - "sim = make_sim(3 * radius / 4, \"Ey\")\n", - "sim.plot(y=0, monitor_alpha=0.1)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "1cdedb80", - "metadata": {}, - "source": [ - "Visualizing grid." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "fa9d1abe-b68d-4d97-92e3-0d2d11c2d6a5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = sim.plot(y=0, monitor_alpha=0)\n", - "sim.plot_grid(y=0, ax=ax)\n", - "ax.set_xlim(0, 0.5)\n", - "ax.set_ylim(-1, -0.4)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "a25ac034-06bf-4987-a27c-49dbd5de0e53", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of grid points: 17.60 M.\n" - ] - } - ], - "source": [ - "print(f\"Number of grid points: {sim.num_computational_grid_points / 1e6:.2f} M.\")" - ] - }, - { - "cell_type": "markdown", - "id": "4e14016d-d5ff-4702-b689-b9c3a92d0cd6", - "metadata": {}, - "source": [ - "## Run a Single Simulation \n", - "\n", - "First we will carry out a test with a single simulation. The average runtime is about 2 minutes." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "ca2e5219-5573-4226-81b8-ca637c6906c1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
09:28:37 -03 Created task 'microLED' with task_id                               \n",
-       "             'fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48' and task_type 'FDTD'.  \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m09:28:37 -03\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'microLED'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
             View task using web UI at                                          \n",
-       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-103\n",
-       "             7-41e5-9f84-aec5504a1c48'.                                         \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=366217;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=803939;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m-7ab27b8e-103\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m7-41e5-9f84-aec5504a1c48'\u001b[0m\u001b]8;;\u001b\\. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
             Task folder: 'default'.                                            \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=41589;https://tidy3d.simulation.cloud/folders/folder-a6dab55b-2b24-42c5-9131-af3f0dcf32a3\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9d3a17e1cc2645c7a4b2638542352762", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n" - ], - "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
09:28:40 -03 Maximum FlexCredit cost: 1.755. 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;36m09:28:40 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m1.755\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": [ - "
09:28:41 -03 status = success                                                   \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m09:28:41 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "cea0dd9b0ca34312b059e1f00b25f6ed", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n" - ], - "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
09:28:51 -03 loading simulation from simulation_data.hdf5                       \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m09:28:51 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sim_data = web.run(sim, \"microLED\")" - ] - }, - { - "cell_type": "markdown", - "id": "9b614bb4", - "metadata": {}, - "source": [ - "Visualizing the fields." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b1a8f3e2-239f-409b-adeb-0dda39c0150e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sim_data.plot_field(\"field\", \"E\", \"abs\")\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "b169ec8b", - "metadata": {}, - "source": [ - "Far-field projection for a single source." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "0828679c-7a98-459b-91f9-46ce702b5ab1", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhEAAAG6CAYAAAC2rRSiAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd3wT5R/H30m6SyerlFGgyJa9xbJBRFREUBBBHPxUhoDIrDKVPWQoiCgoKqLIFNlbVlmyV9l0sLp3k/z+SC69Hpc2bS8dcO/X615tLnfPPXdJ7vncdz0ao9FoREVFRUVFRUUlh2gLugMqKioqKioqRRNVRKioqKioqKjkClVEqKioqKioqOQKVUSoqKioqKio5ApVRKioqKioqKjkClVEqKioqKioqOQKVUSoqKioqKio5ApVRKioqKioqKjkClVEqKioqKioqOQKVUSoqKioqKio5ApVRKio5DNxcXEMHTqUgIAAXF1dadGiBSEhIZb3jUYjX3zxBWXKlMHV1ZX27dtz5cqVTG0cOnSIevXqUbFiRZYtW5bfp6CioqICqCJCRSXfef/999m+fTs///wzZ86coWPHjrRv3567d+8CMGPGDObPn8/ixYs5cuQI7u7udOrUieTkZEsb7733Hp9//jm//vorU6dO5fbt2wV1OioqKk8xGnUCLhWV/CMpKQkPDw/Wr19Ply5dLOsbNmxI586dmTx5Mv7+/nz66aeMGDECgJiYGEqXLs3y5ct58803AQgICGDPnj2UKlWK1q1bs2LFCmrWrFkg56SiovL0oloiVFTykfT0dPR6PS4uLpnWu7q6cuDAAa5fv05ERATt27e3vOfl5UXTpk05dOiQZd0XX3xBjRo18PLyolmzZqqAUFFRKRBUEaGiko94eHjQvHlzJk+eTFhYGHq9npUrV3Lo0CHCw8OJiIgAoHTp0pn2K126tOU9MLkzHj58yP3791mwYEG+noOKioqKgCoiVFTymZ9//hmj0UjZsmVxdnZm/vz59OrVC602Zz9Hd3d3fHx87NRLFRUVlexRRYSKSj4TGBjI3r17iY+P5/bt2xw9epS0tDQqV66Mn58fAJGRkZn2iYyMtLynoqKiUlhQRYSKSgHh7u5OmTJliIqKYuvWrbzyyitUqlQJPz8/du7cadkuNjaWI0eO0Lx58wLsrYqKisrjqNkZKir5zNatWzEajVSrVo2rV6/y2Wef4eLiwv79+3F0dGT69OlMmzaNFStWUKlSJT7//HNOnz7N+fPnHwvIVFFRUSlIHAq6AyoqTxsxMTGMGTOGO3fu4OvrS/fu3fnyyy9xdHQEYOTIkSQkJDBgwACio6Np2bIlW7ZsUQWEiopKoUO1RKioqKioqKjkCjUmQkVFRUWl0LFv3z66du2Kv78/Go2GdevW2fV4FStWRKPRPLYMHDjQrsct6qgiQkVFRUWl0JGQkEDdunVZtGhRvhwvJCSE8PBwy7J9+3YAevTokS/HL6qoIkJFRUVFpdDRuXNnpkyZQrdu3WTfT0lJYcSIEZQtWxZ3d3eaNm3Knj17cn28kiVL4ufnZ1k2bdpEYGAgrVq1ynWbTwOqiFBRUVFRKXIMGjSIQ4cOsWrVKk6fPk2PHj144YUXHpvxNjekpqaycuVK3n33XTQajQK9fXJRAytVVFRUVAo1Go2GtWvX8uqrrwJw69YtKleuzK1bt/D397ds1759e5o0acJXX32Vp+OtXr2a3r17P9a+yuOolggVFRUVlSLFmTNn0Ov1VK1alWLFilmWvXv3EhoaCsDFixdlAyXFy+jRo2XbX7ZsGZ07d1YFhA2odSJUVFRUVIoU8fHx6HQ6jh8/jk6ny/ResWLFAKhcuTIXLlzIsp3ixYs/tu7mzZvs2LGDv/76S7kOP8GoIkJFRUVFpUhRv3599Ho99+7d4/nnn5fdxsnJierVq+e47R9//JFSpUrRpUuXvHbzqUAVESoqKioqhY74+HiuXr1qeX39+nVOnTqFr68vVatW5a233qJv377Mnj2b+vXrc//+fXbu3EmdOnVyLQAMBgM//vgj/fr1w8FBHR5tQQ2sVFFRUVEpdOzZs4c2bdo8tr5fv34sX76ctLQ0pkyZwk8//cTdu3cpUaIEzZo1Y+LEiTz77LO5Oua2bdvo1KkTly5domrVqnk9hacCVUSoqKioqKio5Ao1O0NFRUVFRUUlV6giQkVFRUVFRSVXqJEjKip2JCkpiXv37hEbG0t8fDxxcXGWv+L/ExISSEtLIzU1FYD09HT0ej3Ozs7odDp0Oh2Ojo64u7vj4eFBsWLF8PDweOx/Dw8PSpUqhaurawGfuYpK4SA5Odnyu8oLTk5OuLi4KNCjJws1JkJFJRcYjUbu3r1LaGgoYWFhhIeHExYWxuVLl7h37x7hERFERESQmppqKWzj7OyMTqtFq9GQmJiIq4sLer2e1JQUAMTFdR0cHHipWzc2rV1Lenq66ZiAg06H1sGB1NRU3NzdAUhMSsLRycnUlvlm6ebmRjF3dypVqkS58uWpWLEiZcuWpUyZMvj7+xMYGGiZHVFF5UklOTmZSpUqERERkee2/Pz8uH79uiokJKgiQkUlC6Kiorh8+TKXL1/m0qVLnP7vPy5cuMCNGzdI1+txc3UlNSUFF2dnkpOS0IBl0ZIhDHI6VLu6uvL9b7/xfq9eJCUl2byf8GM2mP8XFo1Wi8FgwK1YMdL1ehKTknB2dqZ8+fJUrlyZJk2aULVqVcvi4+OTwx6rqBQ+YmNj8fLy4vbt63h6euapnfLlKxETE5Ondp5EVHeGigomy8K1a9c4fvw4x44d48CBA5w6eZKk5GRcXFxIT03FQatFn56OFnAEnABNUhLOgNH8t6ARxIpO+obBAIA+Ph4N4AYYU1K4ffUqN69eZf/u3Tg6O5OQmIjeYMDDw4PatWvz/PPP06hRIxo2bEilSpVUy4VKkcTT01Md/O2EKiJUnjqMRiOhoaEcO3aMY8eOsX3bNq6GhpKcnIwWcNBqMZjFghugSU42DcoGw+ODcxFFbC0BIC0NfVoaLpgsF2lxcRw/dIhTISE4ODuTkJSEo4MD9erXp2XLljRu3JhGjRpRuXJlVVioFAHSzUte9leRQxURKk88RqORK1eusGfPHrZu3cru3buJjo6mmJsbSQkJaDENpi6Yn+SfILGQGzSYLBk6gPR0DOnpuACG1FROHjnCf8ePk24wYAC8vb157rnn6Nq1K61bt6ZKlSqqqFAphKgiwl6oIkLlicNoNHL16tVMoiEqKgodoDEa0QGugCEhoVC4IIoCUmGhw2SxSHz0iC0bN7Jn1y4Sk5Jwc3Oj0wsv0KlTJ1q3bk1gYKAqKlRUnmBUEaHyRJCcnMzu3btZvXo1mzZuJCoqCo3RmEk0qEOZsoiFhSDI0uLjWf/nn2zdvJn4pCRKFC9Ot9deo1u3brRp0wZnZ1W2qRQEqiXCXqgiQqXIcv/+ff7++29+/ukn/j14EJ1WS2pSEjrAGVU05DeZREViIq5A7IMH/PDddyz7/nscHB1p3749PXr0oEuXLpQoUaJgO6zyFKEnb0JAr1RHnjhUEaFSpLh69Spr1qzhxx9+4MrVq7i5uJCSmGiJYVCfcwsPGkw3GAfAaDBgSElh299/s/WffzAA9erW5Y0336R79+4EBgYWbGdVVFRyhSoiVAo99+7d4/fff2f+119z/cYNXBwdSUtONqVWJibiVNAdVMmWTDEV5qDMsydPcvrkScaOHUutmjX5YMAA3njjDUqWLFmgfVV5ElHdGfZCnTtDpVCSkJDAr7/+SovmzSlTpgxjR4/mVmgozno9JCfjiPrlLcoItTacAWe9notnzjBsyBBKly5Nu7Zt+e2330hMTCzgXqo8OaQrsKjIoVoiVAoNer2eHTt2sGzZMjZs2ICDTkdqYqLF4uBY0B1UsQsaTIICoxEDsH/3bvbt3QtaLd27d+fdd9+lXbt26HRPc+KtikrhRBURKgVOeHg4y5YtY8H8+cTGxaE3F3cyguqqeMrQYvrMjQYDBoOBNb//zvp163B1deXTESN477338PPzK+huqhQ5VHeGvVAtwioFgtFoZNeuXbz00kuUL1+eCV98Qcz9+2iTk3HC5DtXsyueXoQYCmdAm5JCYnQ0U7/8knLlytGpUyf27NmDOu2Piu3oFVhU5FBFhEq+Eh8fz7fffktg5cp07NCBbX//jZNej4vRiAOqcFB5HCHLg6QknPR6dm/bxgudOvFMlSosWbKEhISEAu6hSuFHSPHM7aKKCGuoIkIlXwgLC2P48OEU9/Xls08/5e6NGzgbDDihfglVbEdwd+hSU7l97RoDP/qIUiVL8umnnxIeHl7Q3VNReepQ798qdiU0NJR3332XigEBLPnmG7RpaRiTknBEtTqo5B4hGNPZaMSQlMTXc+ZQrlw53n//fa5du1bQ3VMpdKjZGfZCFREqduG///7jtddeo3q1avz84484pKejSUlRYx1UFEWInXABnA0GVixbxjNVqtCjRw/OnDlTwL1TKTyoIsJeqCJCRVEOHDhAu3btaFC/PhvXrsVRrzcFxxV0x1SeeLSY604Yjaz7808a1K9Phw4dOHjwYEF3TUXliUW9t6sowuHDh6lfrx7t2rZl/65duBiNqnhQKRAEMeGo17N3xw5at25Ni+bNOXr0aEF3TaXAUC0R9kKtE6GSJy5cuMCnn37Kju3bIT1djXWQoNVq8fL2xtvHh2IeHji7uODq6oqLiwsu4r+urjg4OKDVatFoNDg6mkprDRg8mPT0dAwGA+np6SQnJZGclERSUhIpyckkJSWRnJxMclISCfHxREdFERMdjcFgKOAzL3gsNSfS0jh2+DDNmzWj84svMmvWLKpXr17Q3VPJV9QJuOyFKiJUcsXt27cZO3Ysv/76K1qD4aktQ+3t44Ofvz9l/P0pXrIkPr6+ePv4WBZPLy+0Wi2xMTHEx8VlGvwtIiApiYcPHpCWmorRaMRgMODo6EijZs24ef066enpJmHh5ISrqyseXl6U8vPLECRmMVLMwwNPLy8MBgOxMTFER0URHRVF1KNHREdF8fD+fcLDwogICyM6KqqgL12+ocEkJgxGI1v//putW7bwVp8+fPnll5QtW7agu6eiUqTRGNWKLSo54OHDh0ycOJHFixdjTEt7KsSDzsGBcuXLU7Z8ecr4+5tEQ9my+Pn74+zszMMHD4gIC+PBvXtERUURbR60o8yDeEx0NPr0nD0Fubq68v1vv/F+r14kJSXlqK+C5UMsaHx8fChRqhR+/v4UL1GClJQUIsLCCL971/Q3LIy7t29z59Yt9Pon+6nLAKQCWkdHhgwZwrhx4/Dx8SnobqnYgdjYWLy8vIiJ2Yqnp3se2knAy6sTMTExeHp6KtjDoo9qiVCxidTUVObOncukiRPRGI3o0tJ4Emcy0Dk4UD4ggEqBgVSqXJmKgYFUqFiRtNRU7ty6Rdjdu9y6cYMjBw8SERZGZEQEaampBd1tC/r0dB49eMCjBw+sbuPo5ERpPz+LBcXP35/adetSrkIFHBwduX3jBjeuXeN6aCjXQ0O5fetWjkVQYUaLKZtDn5bG4kWLWLhgAZMmT2bo0KE4OamF1p9M1LLX9kK1RKhky7Zt2/jggw+4e/s2jkbjEyUePDw9qV6rFjVq16Zq9eqUr1CBlNRUroeGcsM8iF4PDeVeRES+llnOrSUiL2g0Gkr5+ZkElHmpGBiIk5MTt2/e5MrFi5w/e5aL584RHxeXL33KD/SA1sWFUqVL8/2yZbRr166gu6SiEBmWiPUKWCJeUS0RMqiWCBWr3Lp1i4EDB7Jt61ZIS8OZoh80WczDg+q1alHz2WepWbs2ZcuX586tW1w4e5ZNf/3FNbNgeBoxGo1EhocTGR7O4QMHALOwKF2aSlWqULVGDV7v1SvTNTt/5gwXz58v0qJCBxiTkwm7eZOOHTvStWtXFi5cSLly5Qq6ayoqhR5VRKg8RkpKCrNmzWLypEnoU1OLdNyDRqvlmWrVaNC4MXUbNKBchQrcvX2b82fPsmbVKi6eO0dcbGxBd7PQYjQaiYyIIDIiwiIsPL28qF6zJjVq1+b13r0pW748t2/e5L8TJzgZEsKVy5cxFrHsEKECps5g4O/169myZQsTJkxg+PDhqovjiUB1Z9gL1Z2hkolt27bRt29f4mJiMJin5C5quLi48Gz9+jRo3Jh6DRui0Wg4eewYJ48d48LZs0VCNBSEOyO3eHp5UaN2beo1bEj9Ro0wGo2cPHaMEyEhnDl1ipTk5ILuYo4RuziWfv897du3L+guqeSCDHfGajw93fLQTiJeXj1Vd4YMqohQAUxZFwMGDGDTxo2QllbkZtT08PSkSYsWNGzShJrPPsu9iAhOhIRw4ujRIvlkXJREhBitVssz1avToHFjGjRuTMnSpTl/+jTHjx7lyMGDRcrtYcT8/KrV8tprr7FkyRJ8fX0LulsqOaCgRMS+ffuYOXMmx48fJzw8nLVr1/Lqq69a3f6dd95hxYoVj62vWbMm586dA2DChAlMnDgx0/vVqlXj4sWLOTsZhVHdGSqsXbuWt/v0ITkxsUjNqunk5ETDpk15LiiIZ+vVI/TKFUIOH2bF0qVEqjM6FggGg4FL589z6fx5fluxAj9/fxo0bkzL1q3p+/77nD51in/37OFESAiphSirRQ6xi2Pzxo1U2bmT5cuX8/LLLxd011RyTP66MxISEqhbty7vvvsur732Wrbbf/3110ybNi3jaOnp1K1blx49emTarlatWuzYscPy2sGh4Ifwgu+BSoHx8OFDPvzwQzZs2IAmNbVIBE5qtVpq1anDc61a0ahZMx49eMCBvXtZvnQpD+7dK+juqUiICAtj8/r1bF6/npKlS/NcUBDde/Xi/UGDCDl0iH/37uXcmTOF2lKkBYwpKSSkpNCtWzdef/11vv32W9UqUaTIXxHRuXNnOnfubPP2Xl5eeHl5WV6vW7eOqKgo+vfvn2k7BwcH/Pz8ctQXe6OKiKeU9evX88477xAXHV0krA+ly5ShbceOtGzdGqPRyKH9+5k8diw3r18v6K6p2Mj9yEjW/fEH6/74g4qBgTwXFMSHn3wCwL9797Jr61YiC2lmjNgqsWb1anbs2MHy5cvp2rVrQXdNJR+JlcRTOTs74+zsrPhxli1bRvv27QkICMi0/sqVK/j7++Pi4kLz5s2ZOnUqFSpUUPz4OUEVEU8Zjx494sMPP2T9+vVQyK0POp2Ohk2a0O6FF6hWsybHjxzh23nzCv2Tq0r23DDX4fhtxQpq1alD6w4dmL5gARfPnWPn1q2cOHq0UFbOFCb3in/0iFdffZWePXvyzTffqBUvCz3KWCLKly+fae348eOZMGFCHtp9nLCwMP755x9+/fXXTOubNm3K8uXLqVatGuHh4UycOJHnn3+es2fP4uHhoWgfcoIqIp4idu3aRY8ePYh59KhQWx88vbxo26kT7Tp1Ij0tjV3btrFozhxiY2IKumsqCmMwGDhz6hRnTp3Cy9ubVu3a8Vb//vR97z12bt3Krm3bCt3nLrZKbFi7lu3bt/Pnn3/SunXrAu6ZinWUERG3b9/OFFhpDyvEihUr8Pb2fiwQU+weqVOnDk2bNiUgIIDVq1fz3nvvKd4PW1FFxFNAeno648ePZ+bMmWgKcdGo8gEBvNStG01atODC2bP88O23nDpxQrU6PCXEREezYc0aNq5dS72GDen44ou80qMHhw8c4O9167hz61ZBdzETQqxEXEoKHTt0YPSYMYwfPx6drigmRqvYgqenp11TPI1GIz/88ANvv/12tvVJvL29qVq1KlevXrVbf2yhsD6MFgr27dtH165d8ff3R6PRsG7dukzvT5gwgerVq+Pu7o6Pjw/t27fnyJEjmbapWLEiGo0m0yKOwgVYunQpAQEB1K9f/7H988rdu3d57rnnmD51Kg7mCbMKm4CoWr06I8aNY+KMGSQlJTF26FBmTJrEyWPHVAHxFGI0GDgZEsL0iRMZO2wYqSkpTJ45k+Fjx1KlWrWC7l4mLFaJ9HRmzZxJkyZNCAsLy7fjT5s2DY1Gw9ChQy3rWrdu/dg958MPP8y034YNG6hatSrVqlVj06ZN+dbfgkOYCjy3S/641vbu3cvVq1dtsizEx8cTGhpKmTJl8qFn1lEtEVmQXZpO1apVWbhwIZUrVyYpKYm5c+fSsWNHrl69SsmSJS3bTZo0iQ8++MDyWuy/unXrFjNmzGDVqlXcvXuX/v37c/78eUX6v3nzZl5//XXSkpIKpfWhboMGvNy9OxUqVmTHP//w3cKFhc50rVKwhN+9y49LlvDX77/T+eWXGT1+PNevXWPDn39y5tSpgu6eBaF09ukTJ6hZowa/r15Np06d7HrMkJAQlixZQp06dR5774MPPmDSpEmW125uGTUSUlJSGDhwID/++CNGo5F3332Xjh07PuGVOfXkTQjkbN/4+PhMFoLr169z6tQpfH19qVChAmPGjOHu3bv89NNPmfZbtmwZTZs2pXbt2o+1OWLECLp27UpAQABhYWEWq1evXr1yd0oKoYqILMguTad3796ZXs+ZM4dly5Zx+vTpTJP4eHh4WE3LiY2Nxdvbmzp16uDn56dIYaG0tDRGjx7NggULLO6LwoJGq6VJ8+a83L07Pr6+bNm0idlffUViQkJBd02lEBMTHc2qn35iw5o1dOjcmY+HDePhgwdsWLOGkEOH8nVyNGtoMAVdJsXG0rVrVwYNGsT06dNxdHRU/Fjx8fG89dZbLF26lClTpjz2vpubm9V7TkpKCjqdjnr16gGmtMGUlJQnXETkb4rnsWPHaNOmjeX18OHDAejXrx/Lly8nPDycWxL3XExMDGvWrOHrr7+WbfPOnTv06tWLhw8fUrJkSVq2bMnhw4czPbAWBKqIUIjU1FS+++47vLy8qFu3bqb3pk2bxuTJk6lQoQK9e/dm2LBhliIhtWvXpk6dOnh5eeHk5MTSpUvz1I/bt2/TqWNHbt64gUNaWqHyV9Vv1Ig33n4bV1dXNq1bx94dOwp9wSGVwkViQgLr//yTfzZsoE2HDvR5911e7dGD31eu5L/jxwu6e4DJvWFIS2PJt9+yd+9e1q9fr/hkXgMHDqRLly60b99eVkT88ssvrFy5Ej8/P7p27crnn39usUZ4enrSv39/ypQpg0ajYcqUKQUa3f8k0tqcim6N5cuXP7bOy8uLxMREq/usWrVKia4pjioi8simTZt48803SUxMpEyZMmzfvp0SJUpY3h8yZAgNGjTA19eXgwcPMmbMGMLDw5kzZ45lm2XLljFjxgzc3NxwdXXNdV8OHjxIlxdfJD4mplBlXzxTrRpv9uuHf9myrPvjD3Zu2UJ6ujqhjUruSU1NZevff7Nr2zbavfACH33yCXdu3WLVTz9x9fLlgu6eKejS7N6oUaMG27dvp1mzZoq0vWrVKk6cOEFISIjs+7179yYgIAB/f39Onz7NqFGjuHTpEn/99Zdlm/HjxzN06FC0Wu1TIiDUCbjshSoi8kibNm04deoUDx48YOnSpfTs2ZMjR45QqlQpIMOMBaa0HCcnJ/73v/8xderUTOlBxYsXz1M/fvjhBwZ88AE6gwEnCkf8Q9ny5XmjTx9q1qnD5vXrmTlpEslFcDImlcJLWloaWzZuZO+OHbz46quMmTiRM//9x+qVKwm7c6dA+6YBnIDU+HiCgoJYunQp/fr1y1Obt2/f5pNPPmH79u24uLjIbjNgwADL/88++yxlypShXbt2hIaGEhgYaHlPXCHxyUcIrMzL/ipyFJaH1SKLu7s7VapUoVmzZixbtgwHBweWLVtmdfumTZuSnp7OjRs3FDl+eno6gwcP5uOPPsLRYCgU2Rc+vr4MGDyYKbNm8eD+fYZ/+CF/rVqlCggVu5GUlMSa335j2IcfEvXwIV/Ons0HgwbhU8ClqS3ZG2lpDBgwgMGDB+epiNbx48e5d+8eDRo0wMHBAQcHB/bu3cv8+fNxcHCQbbtp06YABZ4KqPJkoloiFMZgMJCSkmL1/VOnTqHVai2WirwQFRVF586dOfPff2hTUwtcEeocHOjctSuv9uzJyZAQRg4Zwv3IyALulcrTRGxMDCuWLuWfjRvp+dZbzFy4kL9+/52tmzYVaAVMHaBJTeXbRYs4d/Ysf61di7e3d47badeuHWfOnMm0rn///lSvXp1Ro0bJ1qg4Zc5iKehUwIJFdWfYC1VEZEFWaTrFixfnyy+/5OWXX6ZMmTI8ePCARYsWcffuXcvMa4cOHeLIkSO0adMGDw8PDh06xLBhw+jTp0+ey+ReuHCBjh07En7nDs4UvEmpVp069PvgA/R6PbMmT+aiQmmqKiq54V5EBAtnz6ZG7dr0++ADWrVrx4rvvuP82bMF1ict4Gw0sm/PHurWrcu2bduolsO6Fx4eHo+l/7m7u1O8eHFq165NaGgov/76Ky+++CLFixfn9OnTDBs2jKCgINlU0KcHVUTYC1VEZEFWaTqLFy/m4sWLrFixggcPHlC8eHEaN27M/v37qVWrFmAqibpq1SomTJhASkoKlSpVYtiwYZniJHLDjh07eOXllwtF/Qff4sV5q39/6tSvz5+//cb2zZsxqAWiVAoJF86eZdzw4XTs0oXhY8dy8tgxfl2+nKhHjwqkP0IaaPitWzRo0IBNmzZlusfkFScnJ3bs2MG8efNISEigfPnydO/eneDgYMWOoaIiRmMsDAnWKjazatUq+vbti8ZcfbKg0Ol0dH75ZV7t2ZNjhw/z24oVxERHF2CPnixcXV35/rffeL9XL0Vqh6iAt48Pvd95hwaNGxcKF0caYHR05JdffrFYL1WUJTY2Fi8vL2JiPsfTUz4Q1bZ2kvHymkxMTIxdy14XRVRLRBHi66+/5rPPPkObllagH1yFihX535Ah6HQ6Zk6ezCXVdaFSBIiOiuKbuXOpXqsW/f/3P1oEBbFk/nxu37xZIP1xBNLT0njzzTe5d+8eAwcOLJB+PB2o7gx7UdCudBUbMBqNjBw5kuHDh6MrQAGh0+no1rMnE6ZP50RICOM+/VQVECpFjovnzjFu+HD+O3GCiTNm8MrrrxfYpFkOgJPBwPDhwxk3blyhqLypopITVEtEISc9PZ3+/fvz5x9/4GwwFJjqKx8QwP+GDMHBwYFJY8dyIzS0gHqiopJ30tPT+eOXXzh2+DAffvIJjZs3Z/HXXxfITKFC5sb0qVMJCwtj6dKlloq2Kkqh1omwF6olohCTmJhIly5d+O2XX9CkpBTIh6XT6Xi1Z08mzpjBf8ePE/zpp6qAUHliuB4ayrjhwzl98iSTZs7klddfR6vN/1+aFnAyGvl91SpefvllNQ5GcfIyg2deXSFPNqrcLaTExMTQrl07Lpw7h7PRWCAZGKXLlGHQp5/i6OjI5LFjua6KB5UnkPT0dFavXMmxI0f4cMgQGjZtyqLZs4mMiMjXfgilsrdt2UKrVq3YsWOHGsSnGOmYbD552V9FDtUSUQiJjo6mSZMmnDp+HJKTC0RAtAgK4svZs7l47hzBn36qCgiVJ55rV64wbvhwrly8yJTZs2n23HP53gcNploS506fJigoiJiYmHzvg4pKTlAtEYWMR48eERQUROjlywVSA8LJyYm+H3xAo6ZNWTR3LietTPKjovIkkpaWxs/LlnH+7FkGDBpEzTp1+HnZMtLycbZZDWBMSeHsf//RpEkTDh8+nOfidCqqJcJeqJaIQsTDhw9p1LAhF8+dKxABUbZ8eSbNnEmZsmUZO3y4KiBUnlqOHznC2GHDKB8QwKQZM/BXeCrv7BCKUoVevsxzzz3HowIqjvXkIARW5nZRAyutoYqIQsKjR49o2bIlnp6e9OndO98FRKt27Zg0YwbHjxzhy+BgHj14kM89UFEpXDx88IAp48Zx6tgxJs2cyfMKVpa0BQ3Qt08fHHQ6nn/+eaKiovL1+CoqtqC6MwoB0dHRBAUFceXiRSqWKUPr9u3RarWsXrnS7sd2cHCg/4cfUr9RI+ZOm8bZ//6z+zFVVIoKer2e31eu5PzZs3w0dChVa9Rg+XffoU+3v3m7V79+tAgKYs+OHdyKiKBVq1bs37//KZvCWynSydszs+rOsIZqiShgYmJiaNWqlcWFEREezpfBwQS1bUvPPn3semwvb2/GTZ5M+YAAxg0frgoIFRUrnDl1iuARI6gUGMjYSZPwtPNALgiIKcHB3IuIsLg2WrduTWxsrF2P/WSipnjaC1VEFCDJycl07NiRq5cuZYqBCA8Ls7uQqFi5MpNnzeL+vXtMHjeuwCYkUlEpKjx68IBJY8YQ9fAhk2fOJKBSJbscRywgIsPDAfO9ISWFM6dO8cILL5CSkmKXY6uo5BRVRBQQer2e7t27czwkBFJSHouBsKeQaPbcc3z+5Zds+/tvvpk7N18jz1VUijKpqaksnD2bndu28flXX9GkeXNF25cTEAJCsOV/J0/Ss2fPAp08rOihWiLshSoiCgCj0cgHH3zA7l27siwkpbSQ0Gg09Ojdm/c+/piFs2ezae3aPLepovI0suHPP/l27lwGDB5M9zffRKPJeyh0VgJCQAOQnMzfGzfy8ccfq3Nt2IxegUVFDlVEFADBwcH8tGKFTYWklBISjo6ODPnsM5o9/zwTRo3i5LFjuW5LRUUFjh89yoTRo2nZujWDPv00T/Nd2CIgBDSYSmT/tGIFkydPzvUxVVSUQGNUpWy+8u233zJ06FB0qak5UnBl/P0ZN2UK+3btynHWhqubG8PHjsXJ0ZGZU6YQHxeXs06r5AmtVounlxfevr74+Pri7eODj48P3j4+ePv64uLigk6nQ6vTodNq0ep0ODo6Uq5CBW5ev056Whp6gwGDXo9eryc5KYnoqCiio6KIevTI9DcqiuhHj4iNicFgMBT0KT9VeHh68llwMEnJycybOjXH817kRECIMQB6JycWLlzIBx98kMNePx3Exsbi5eVFTEwPPD0d89BOGl5efxATE6OWIpegioh8ZM2aNfTq1QtdWlquaqflRkh4+/gw8osvePTwIQtmzlQDsuxEMQ8PKgUGUikwkFJ+fiaB4OODj68vnp6eaHU64mJjMw/+ZgGQmJiIXq/HoNeTbv7r4ODAJ6NGsWDWLNLT03EQRIZOh5ubm0WACKLE28cHD09PDHo9MTExluNEP3rEvchIroeGcj00VBWQdsLZxYVPRo7E08uLmZMnExMdbdN+uRUQAnogVavlr7/+4pVXXsnx/k86GSKimwIiYq0qImRQRUQ+sW/fPtq2bYuDXp+n4hw5ERKly5Rh9IQJXDx3ju8XLVIDsRTCw9PTIhiEpUSpUkRGRHA9NJSIu3ctlgFBMMRER5Oeg9oCrq6ufP/bb7zfq5fNT7YODg4WQSEIGG8fH/zKlqVSYCCl/fy4f++eRVBcv3pVFRYKonNwYMCgQTxTvTrTJkzgXjYTeOVVQAikA0YnJ3bu3EnLli1z3c6TSIaI6KqAiNioiggZVBGRD1y7do169eqREhdH7r/GGdgiJCoFBvLZ55+zb9cuVv30kwJHfTpxdXOjavXqVAoMpKIgGEqWJCIsLGMwDg3lxrVrJCYkKHfcXIiI7HBzd88kfCoGBuJXpgwPxMIiNJQrly6RlJioyDGfNjQaDb3feYfnWrVi+sSJ3Lx+XXY7pQSEQBqgc3XlwoULBAQE5Lm9JwVVRNgfVUTYmbi4OGrVqkX47ds4K9huVkKiVp06DBs9mjWrVvHPhg0KHvXpoGSpUjRo3JgGTZpQvVYtHty7xzXzU/uN0FBuXL+uqGCQwx4iQg43d3cqVqpkEUiVq1ShRMmSXDh3jhMhIZwICeHBvXt2O/6TSpdXX+XVHj2YO3Uq58+ezfSe0gJCIAWoXLUqx48fp1ixYoq1W5TJEBGdFRAR/6giQga17LUdMRgM9OzZkzCFBQRkZG2MmzIFwCIk6tSvzycjR/LjkiUc2LNH4aM+mWg0GgKfeYYGTZrQoHFjyvj7c+HcOY4fPcrSRYue6EE0MSGB82fPZhroBBHVsEkT3urfn7A7dzhx9CgnQkK4dvWqmlZoA3+vW0dcbCyfjhvHvOnTOXPqFGA/AQHgBNy5eZPXXnuNLVu2oNWqyXcZpJO3KQ3VOhHWUC0RdmTMmDF8PW8eGhtSOXOL2CJx+cIFBo8YwdKFCzn87792OuKTgbOzM7Xr1qVBkybUa9gQBwcHTh0/zomQEE6fPFng5vz8skRk2w83N+rWr2+5TmlpaZw0WyjO/vcfqXYsVKbFlIFQlGkRFMR7H33E1zNmUKtOHbsJCAEjkKLRMGbcODX9E7ElooMClojtqiVCBlVE2Inff/+d3r1742ww2L0YRxl/fyZMn46LqysLZ88m5NAhOx+xaKLT6ajfuDFBbdvybN26PHzwwGKyv3zhQqFKjSwsIkKMTqejao0aFlePr68vZ06dYt+uXZw8dkzRwF2530zh+XRyRrPnnuOjYcNISkxk/KhRdhMQAgYg3dGRX3/9lddff92uxyrsZIiItnh65t7wHhubjpfXLlVEyKC6M+zA8ePH6du3L475ICDAlIXh5OREclISlQIDVREhobSfH607dCCobVtSU1PZu2MHvy1fTnhYWEF3rUih1+u5cPYsF86e5Zcff8S/XDmatGhBn/fe453//Y/9u3axe8eObLMSrCH8VqyJhezeL6xUqlKFpKQknJycKFW6tN1FhBbQpqXRq1cvqlSpQr169ex6vKJBXt0RqjvDGqqIUJjIyEjatWuHMTVVkUyM7Hi2Xj0GjxjBt19/ze0bNx6LkXha0el0NGrWjHadOlG1Rg2OHz3Kt/Pmce70adWnrxBhd+6wbvVq1v/xB7Xr1qVtx47MWLCASxcusHPLFo4dPmyzdUdr5f+ijhADMX7kSCoFBjJ01CjmTJ3KudOn7XpcB8CQns4LnTpx5uxZSpYsadfjqTy9qCJCQQwGAz1ef52EmBic8uF4NWvXZuioUSxdtIijBw8CyAZbPk0U8/CgbceOtO/cGX16Oju2bGHh7NnExsQUdNeeWIxGI2dOneLMqVN4enkR1LYtvfr1463+/dm+eTO7t28nIT5eseMVlVgJaRBlZHg4Wq2W4WPGMHPyZC6eP2/X4zsCD+7d442ePdmxc+dTHmipWiLshSoiFOSrr77i2LFjOJG3OGBbCKhUiWFjxrBi6VIOHzhgWW8ta+NJp1yFCrzw0ku0aNWKq5cuseK77zhx7BjGQhTn8DQQGxPDprVr+Xv9eho2bkynrl157c03ObBnD1s3beLu7duWbZ/kIc1aFsbBfftwcnJi+LhxTB47lts3b9qtD8Ksn/v27mXGjBmMHj3abscq/Kgiwl6ogZUKsX//flq3bo2TwZCrktY5oWTp0kyYNo1/NmywOhNnXubaKEqUKVuWnm+9Rb2GDfl33z62btpk1xtzflEYAytzS0ClSnTs0oUWzz/PyWPHWP3LL0SEheVJRBRmaWhLGucrr79OhxdfZMLo0XZPIdYDekdH9uzZQ4sWLex6rMJGRmBlEwUCK4+qgZUyqCJCAR48eECNGjWIffDA7nEQnl5ejJ82jZMhIaz84Ycst32ShYSPry/d33yT51q1Yu+uXaxbvZroqKhM20gHqcI88EjJLxGRn64Bbx8fXnvjDZ5v04YDe/awdtWqxz6znFAYP8+c1IHo+8EHPFuvHpPGjCEuNtau/UoD3L29uRoaiq+vr12PVZjIEBEN8fTM/eNdbKweL6/jqoiQ4Um2KOYLRqOR7t27E/Xggd19Qy4uLoz84guuXbnCLz/+mO32Sk0jXphwc3fnzb59mfXNN7i4ujL6k09YvmSJTYOR+mXPjFb0V7zYi+ioKH5YvJgxw4bhXqwYs779lp59+uDm7m7Ho+YfOS0k9fOyZdy6fp3PgoNxdnGxa98cgLjoaPr06fOUBhanK7CoyKHeV/PI3Llz+ffAAZyxbxyEg4MDw8aMIT4ujsXz59t8I3hShISTkxNdX3uNeUuWEFCpEpPHjWPh7NlEZpFOKPekau+BsrCTH2Ihq2MD3AsLY+HMmXw5bhyVnnmG2YsX8+Krr+LolB/hyPYhN5UojQYD386bR1JyMkNHjULnYL/HEA2mipa7d+1iwYIFdjtO4SV/RcS+ffvo2rUr/v7+aDQa1q1bl+X2e/bsQaPRPLZESO5vixYtomLFiri4uNC0aVOOHj2ao37Zg6f5fppnjh49yujRo3E0GOweSDlg8GBc3dyYN20a+hzMBglFW0hotVradOzI7G+/pXGzZsybPp3pEydyIzQ0b+0q1D8V29BK/gJcDw1l+vjxLJw5k6YtWzLrm29o1b69zVkEheUzzEsp6/T0dOZNnYqHpyfvf/yxnXpoQgOQksLwYcM4fvy4XY/1tJOQkEDdunVZtGhRjva7dOkS4eHhlqVUqVKW937//XeGDx/O+PHjOXHiBHXr1qVTp07cK+Cy/GpMRC5JTEykUsWKRN2/b/d0zq6vvUb7zp35fMSIPKUqFrUYiUZNm/JG374A/LFyJUdzWUTL2mBTGH3qAvaKicjJwKvU9bHlmBqNhsYtWtDjrbfQ6/Ws/vlnTtjwlFXQn6FSc2F4+/gweeZM/tm4kc3r1yvYw8dJBfwDArhw4QKurq52PVZBkxETUU2BmIhLuYqJ0Gg0rF27lldffdXqNnv27KFNmzZERUXh7e0tu03Tpk1p3LgxCxcuBEwlBcqXL8/gwYMLNPOmsIj5IsfIkSOJV2hq76yo37gxr/bowZyvvspzrYOiYpHw9PLik5Ejee/jj9m8fj2jBg/OtYBQyR35PTgbjUaO//svowcPZsemTbw/aBADR4zAI4sb9pMiIMAULzJn6lS6v/kmdRs2VKiH8jgCd27dYuTIkXY9TuFCGXdGbGxspiUlJUXRXtarV48yZcrQoUMH/hXNf5Samsrx48dp3769ZZ1Wq6V9+/YcKuB7oyoicsH+/fv5bskSjHacWAugbPnyfDx0KEsWLODm9euKtFnYhUTT555j+vz5GIxGRg4ezO5t2+w2p8XT9OUvqHPN6rg6yQKAXs/urVsZN3gwOp2OafPn06h5c3t3M8fYYzbO66GhfP/NNwwcPpwyZcsq0qYcGsDJaGTJ4sUcNBepU7GN8uXL4+XlZVmmTp2qSLtlypRh8eLFrFmzhjVr1lC+fHlat27NiRMnAFMGoF6vp3Tp0pn2K1269GNxE/mNWmwqhyQkJNCrVy806el2vTEX8/Dg03Hj2LJpk6UapVIUxoJUHp6e9P/f/6hRuzbLv/uOIwrOQmrg6RIM1sjJNchr6md24iE7YmNimD99Os1atuTdjz6iaYsWrPjuO+Lj4hTrY26x53Teh/bvp3xAAJ+OHcsXI0eSmJCgaPsCWoD0dHr16sXFixefeLeGqVpGXjz3pm/a7du3M7kznJ2d89YtM9WqVaNatWqW1y1atCA0NJS5c+fy888/K3IMe6HeW3PIyJEjiXr40K7qS6fTMfizz7h14wZ/rVpll2MUJotEkxYtmLFgARqNhlFDhigqIGzhac/YUJq8CgjxtocPHGD04MHoHByYtmABjZo1y2Pv8oY9BYTAH7/8Qtjduwz57DO7lqp2BO7evv2UVLLUK7CAp6dnpkUpESFHkyZNuHr1KgAlSpRAp9MRGRmZaZvIyEj8/Pzs1gdbUO+dOWDfvn0sXrzY7m6M3u+8g6enJ9/Om2fXnO6CFhIenp4MHjGCdz/8kBXffcfXM2bYZY6LrL7k6g+g8CNYJX754Qfe/fhjPh4+nGIeHvnej/wQEGCKD/l27ly8fXzo1a+f3Y4juDW+/eabTP53lcLBqVOnKFOmDGBKcW/YsCE7d+60vG8wGNi5cyfNC9jdp95DbURwYzjYeXrvxs2b83zbtsyZOpWU5GQ7HslEQQmJJs2bM33+fHQ6HSMHD+ZwIbmJqT8I+5Gb2HhxvMShffsYM2QITs7OTFuwgAZNmyrYu6zJLwEhkJSUxNypU2ndvj0N7XieWkBjdmskJiba7TgFT/7WiYiPj+fUqVOcOnUKgOvXr3Pq1Clu3boFwJgxY+hrzjwDmDdvHuvXr+fq1aucPXuWoUOHsmvXLgYOHGjZZvjw4SxdupQVK1Zw4cIFPvroIxISEujfv3/OL4eCqDERNjJy5EiiHz2y6wUrWaoUHwwaxPcLF3JfYrayJ/kZI+Hs7Mz7AwfybL16rFi6lEP799vtWAK2xkSIaxkYKDife2Eht+cv7KOUINOL/o+Jjmbe1Km0aNWKDwYNonHz5iz75htSU1MVOtrj5LeAEIiMiOD7b75hwKBBjLt2jQf379vlOA6YpnUfM2YMX3/9tV2OUfCkk7dvZM5+CceOHaNNmzaW18OHDwegX79+LF++nPDwcIugAFP2xaeffsrdu3dxc3OjTp067NixI1Mbb7zxBvfv3+eLL74gIiKCevXqsWXLlseCLfMbtU6EDZw6dYqGDRrgbDTa7UlV5+DAF199xfWrV1n+3Xd2OkrW2LuORImSJRk+diwJ8fEsnD2bmOhoxY9hjdx+bgUlIpSsE1EQE11Jj5mXSen0VtZ7+fgw8NNPcXF1Ze7UqTx88CAPR5GnoASEmHc//JDyFSsyZdw49HprVyNvGIA0BwdOnDjBs88+a5djFAQZdSJK4umZ+19CbKwBL6/76twZMqjW22wwGAy89+676OwoIADe6NMHR0dHm+bEsBf2dG1Uq1mTybNmcfnCBaZNmJBvAiKvQZPS/a29zu95KJ4mrAmQqKgopk6YwLUrV5g8axZVq1dX9LiFQUAA/PzDD7i4uPB67952O4bg1njv3Xef0Lk11Lkz7IV6n8uGn376iQsXLti1qFT9Ro1o27Ej82fOJC0tzY5Hyh57CIk2HTow8osv+PPXX1n+3Xd2e5qSQ8mqi1mJCWReS7craj+2/LBC5NVCpE9P54fFi1mzahWjJkygVbt2uWwxM4VFQACkpaayYNYsOrz4InXq17fbcRyBEydO8Msvv9jtGAWHnrwJiPy7ZxU1itp9LV+Jjo5m4MCBGOyYjeFbvDj/GzKEHxYvJiIszE5HyRlKCQmdTkffDz7gjbffZubkyezcuhV4fFC151N7YfmCF9SEV0paYXKDLQIiq2NkJNfJ7yuwc8sWZk+ZQq9+/ejz3nt5So0sTAJCIOzOHVZ89x0fDR2Kt4+PXY6hARwMBoYMGUKMHbKkChbVEmEvCss9tlAyZswYMBjy5M/NCo1Gw/8++YQTISEc3LfPTkfJHXkVEsU8PBg5fjw1atXi8xEjuHjuHCAvIMQ86W6AonZ+tlojcmptUeIaSNs4f/Ysn3/2GbXr1GHkF1/gXqyYTW2I2+ktEhD3w8ML1We1f/du/jtxgg8/+cRux9ABsdHRT0ntCBUlKEy/kULFqVOn+P777+1aE6Jtp074+fnx8/ff2+kIeSO3QqJs+fJMmjmTpIQEJowezX3zLHPZfdmelC+jLaKzqIkJW8ir1UMOa9fSgLzAuR8ZyYRRo0hNSWHSjBn4lytn8/F79+tH86AgvjILCPF7heWz+un77ylbrhxtOnSwS/tC7Yjvv/+eM2fO2OUYBYNqibAXheW3UagQgintWdq6ZKlS9OrXj+8WLlR0lkalyamQqN+4MROnT+ffPXv4esYMS62LnF5Hpa57fmRXyM0BkWk+iAIivzJLcioAIEMEiBelSE5OZu60aRw+cICJ06dTz8qEVuJ+vykSENZcGIXhZpmYkMDSRYt4q39/ipcoYZdjWIIs33vvCQqyVEWEvSgMv4tCx6+//mrXYEqNRsMHgwZxcO9ezp0+baejKIetQqJdp04MHD6c7xYuZM2qVXm+ARVmIfHYxFFZbJcV6g8wa6yFs2V33YxGI3/8+ivLvvmGwSNG0LZDB6sxOLYICFuPmx+cPnmSw//+yweDBtntGI7AiePH+f333+12DJUng8LwmyhUpKSkMGTIEPR2dGO0e+EFSvn58evy5XY6gvJkJyRe6NqVN/r2ZfqECYpOGPYkfEGzExuF9RxtEV+5sULkJ4f//ZfpkybR6513aP/ii4/1NycCQqAwfF6//Pgj/uXK0aZjR7u0rwF0BgOffvqpXQt55RtGAxj1eVie5rJzWVMYfg+Fim+//ZbY6Gi7VaYsWaoUb/bty9KFC0nOh7LWSmJNSLzcvTvdevZk2vjxXLl0qQB7aB2lTea5ISsxURR/iPbuc1ZJdTn5LK9euMCMCRN4vXdvXnz1Vcv63AiInB7bXiQlJrJ04ULeeucdSpQsaZdjOADRjx6xdOlSu7Sfr8j5z3K6qMiiVqwUERsbS/ly5UiJi7ObiBg7aRLhd+/y45IldjqC/RFXttSnp9O+c2emjh/PrRs3styvIConyqHU4Jfbp21rg6P4HAtDxcrsrrk9rRDZZeXnNGsEIKBSJUZNnMjWTZtwdXXNlYDI6fHtzfsff0yJUqWYNmGCXdpPBxzc3IiIjKSYDdkuhQ1LxcpHkJdCk7Gx4OWLWrFShqL4AGQ3Zs2aRUJ8vN1MsS1bt8bP35/fVqyw0xHyB8Ei0bFLF1585RWmjBtnVwGhNEo9WDzJ5WdsuT72ekCz5bpa+z5lVdzr5vXrfBUcTNfXXqNtp065FhCFiV9+/JGy5cvTIijILu3rAIxG5syZY5f28w1lZgJXkaEw3dsLlHv37jFjxgwcjUa7xEK4ubvT+513WPnDD0XOjSFHs5YtSUtNJSUlhedat852+7wONvZIsxMPgrntX1G4t9jzqbmw3kCs9atlmzYkJSej1+tp+txziref3yQlJfHLjz/S+513cHV1Vbx9DaBPSmLatGk8sMPcJPmGKiLsRmH5LRQ4EyZMsGtaXvc33+TWjRuKBh0WFC9160bHLl2YEhzM5LFj830acaURCwmpC9SWAVip+4w96xEUFbeurddQ7lyyu3ZCDMSUMWP4KjiYF15+mRdefjmHPbR+/ILi8IEDhN25w2tvvmmX9nVAWlISkyZNskv7KkUbVUQA165dY8mSJRhTUuzSfoWKFWnTsSMrnoAApU5dutD1tdeYNmECd2/fzlEdCSVuvPk5uZWcuMgOsZgobA80T9KPXTrRma0CQnBh3L55kxkTJ/Jqz56079zZ7v21NyuWLqX9Cy9QrkIFu7TvCCz+9ltu3rxpl/btjhpYaTeepPtKrhk3bhxag8FuF6PfgAFs+/tvwu/etdMR8oc2HTrweu/eTJ80iZvXr1vW57eQECOdFEvur5LYaqXIjVh4Eu5VeQk2tZfAspaFcSM0lJmTJtHz7bcJUmjiroLi7u3bbP/nH/oNGGCX9rWAMT2d4OBgu7Rvd1R3ht146rMzbty4QZUqVXDS6+0y6LRs3Zo3+vRhxKBBluqNRZHadesybMwYpk+cyOULF2S3EWdtrF650mpbwnU2UHAqVsnZPW3Bzd2dkqVL4+3jY1p8ffEx//X28cHLxwdXV1d0Oh1anQ4HBwe0Wi1pqano9Xr0ej1JSUlER0URHRVF1KNHpv+Fv1FR3IuMJDEhIc99zs21ycnMnXLkt4AQU71WLUZ8/jlzvvyS8zko9VzYBJ+LiwuzvvmGX378kUP79yvevgFI0Wq5ceMG5cuXV7x9e2DJzripQHZGgJqdIYe9MhmLDNOmTQM7CQhXV1d69evHT99/X6QFROkyZRg8YgQ/Ll5sVUBAhkVi3JQpAFaFhEHmfy35LyqEY+YFuf67FytGpcBAAipXplKVKlQMDKS0nx9xsbGWAV8Y/MPu3CE6KopHUVEkJSZaBIOToyPT5s9n/KhRpKWlodPpcHN3zxAhPj6U9vOjes2altcenp5EhIdzIzSU6+blxrVrJMTHZzrnwkZBCgiAi+fO8dPSpQz67DPGf/YZ9yMjs2y3sIkHgeTkZH758Ufe6t+fkyEhigdwawGNwcD06dNZuHChom2rFF2eaktEZGQk5cuXR5eWZpeAytd796ZGrVpMHjfODq3nD65ubkycPp2Tx47ZnJpqq0VCjoIY5PI6KJQsVYoGjRtTvVYtKgUGUrJ0ae5HRpoGcWEwDw0lPi7O5uPnpk5EMQ8PKgUGWpaKgYGUKl2aexERXA8N5eL585wICeHBvXtZXuecXo+s2rLld2UPEZGbQlJvvfsutevWZeKoUdkOwIVVSAB88dVXnP3vP/6yQ8lqPWBwcuLOnTuUtFORKyWxWCKug6dHHtqJA69KqiVCjqfaEjFnzhycdDpIS1O8bS9vbzp37crU8eMVbzu/0Gi1DBw2jAf37rHq559t3s9Wi4Qc4if7wopGoyHwmWeo37gxDZs0oUzZslw8d46z//3Hri1buHn9ulXBIEXJwSg+Lo4zp05x5tQpy7piHh5UrFyZylWq0LBpU97q35+wO3c4efQoJ0NCuHb1qmWOk9z2JSsLkp6shURhERAAvy1fzogvvuDDYcP4etq0LOd+UcKKZS9W/fQTI8ePZ8eWLcTGxCjatg5IS01l3rx5fPnll4q2bVfyGtegxkRY5am1RMTExFCqZEm0drJCvDNgAN6+vsybNs0OrecPb7z9No2aNWP8yJE2+dqlFBWLhC2DgYODA3UbNKBBkybUa9gQBwcHTh0/zsmQEP47eZKkxEQg5/22dmwlK1aKcXN3p079+jRs3Ji6DRuSlpbGyWPHOHH0KKdPniQ9PXezFdpy3sLvzJ7349wKCAH3YsWYMGMGRw4c4M9ff5XdprCKBzHDx47lfmQkPy9bpnjbekDr5kZ4eHihfyq3WCKuKmCJqKJaIuR4ai0R33zzDY4ODnaxQpT286NV+/aMGz5c8bbzixZBQbTr1CnXAgJyb5HIbytEVk+V/uXK0aZDB55v04bExESOHznCglmzuHzhAgZD5r0Ks/VEIDEhgcMHDnD4wAF0Oh3VatSgfuPGvP3ee7i4urJ/9252b9+e40wiW+JZ7P0wl1cBAZAQH8/cr75i/PTp3L55kyP//qtwL/OHP375hUkzZrBl40bu37unaNtaQGM0snjxYkaOHKlo23Yjr6lPRUE5FhBPpSUiKSmJMmXKkBwTYxcVNXD4cFJTU1laRIOPKlepwrjJk5k3fXom03huyY1FwtYBWWxFEkznOR2spPcHnU5Ho2bN6NilC5WrVCHk0CF2b9/OhbNn89RXW44t4ObqytLffuODXr1Illgi7HE/02g01KhVizYdO9KoWTNCL19m2+bNHDt8+DGxJEdBCyglBISYug0bMmjECL4MDuZGaGim94rKePK/IUPQarV8O2+e4m2nA24+PoSFheHi4qJ4+0phsURcUMASUUO1RMhR0L/9AmH58uXEx8baxY0RUKkSDZs2Zc2qVXZo3f54+/gwbMwY/vztN0UEBOSsjgTkTkDIvc4pxTw86Praa8xdsoQ3+/bl+JEjDH7vPb6ZO9eqgMgrcuea3fnb40drNBo5f/Ysi+bMYfB773EiJITe77zD3CVLeKlbN9zzefKlnNT4UVpAAPx3/DjrVq9m6JgxeHl7K9JmfrPmt99o0rw55QMCFG9bB6QmJ7OiiM8DpJJ3njoRYTQamTZtGjo7zZHxxttvs33zZh4VwTrzjo6ODBszhrP//cc/GzYo2nZOhUR2ZCUYciomnF1c6NazJ/OWLKFO/fqsWLqU4R99xOb167MNkJT7AekkC2Q9Dbi4naxmxhTvn5NqjXLHymq/+Lg4Nq9fz7APP+Tn77+nbsOGzFuyhFd79MDZ2Vm2LSURC4ecVqJUkr/XruXi2bN8Mno0Dg4Oj/WtsPPg/n12bt3KG1Z+b1qtls8nTeLstWvcT0zk9NWrjJIpJhU8cSJXw8K4n5jIxu3bCaxSBQ3mUtgTJ2YZgFpoUItN2Y2nTkTs2LGDyMhIu7gxKj/zDFVr1GDjX3/ZoXX70+udd8Bo5Idvv7VL+7YICVu/kFn9pm39vescHGj/4ovMXbyYOvXrM3PKFL78/HOOHzmC0QYTvmyb2ayTez8rASEVD3ICRdg3Nz/mrPYxGgwcO3KEL4ODmf3ll9Rr2JA5ixfTvnNnU1EsK/tlVTU4q6uaU7e1PQWEwLJvvkGn0/FGv35A0bthrv/zT2o8+ywVAwMfe2/4qFG8/9FHfDpoEA1r1OCLUaMYOnIkHw0ebNlm2MiRfDhkCJ98+CGtmzYlISGBdVu34uzsjAPw8OFDdu/enY9nlEvUstd2o6j9JvLMrFmzMKSk2MUK8XL37uzautXm9L7CRM3atWnVti2L5s4lTSbYVPpFye0XJyshkZM28+K60Gg0tAgKYsbChbTt1IllixYxccwYLp0/n6N2xP0VD+py8zqIB/ncTPQmV947t23JtZ3dtb94/jwTRo/mh8WL6fjii8xYuJBmzz+PRmP7L8naRGdZ3aOtrc8PAQGmdMZv586lTYcOVK1Z027HsRdxsbHs3r6dl1977bH3mrZowab169m6eTO3bt5k3Zo17Nq2jYZNmli2GTh0KDOmTOHvDRs4d+YMA/r2pYy/P11ffRUNYEhNZfasWfl4RiqFjadKRNy4cYOdO3faxQpRtlw56tavz+b16+3QuvKIP3hXFxcGDB7M7ytXci8iItOTsXTwsjaYWXualttGTkgo9UXMzgpRu25dJs+ZQ4+332bd6tWMGzaMkyEhCh3dOlKBIV6XHXKfh1ScCGIiO0GQ1+t8/MgRRn/yCRv+/JM3+/Vj0qxZ1KpTJ4+t5oz8EhACEWFh/PnLL3wweDCOEndOUWDz+vXUb9yYMv7+mdYfOXiQ1u3aUeWZZwCoXacOzVu2ZNs//wBQsVIl/MqUYfeOHZZ9YmNjOXbkCE2aNwdM6X3/bNlS+CfmUt0ZduOpEhHffPMNzg4Odjnpl157jQN79xIdFWWH1pVBboDXAm/27cuD+/fZvnmzrBjIThjITXwlN+CJ94kUCQlrPtvcYG1gdnN354PBgxk0ciQHdu9m5Mcfs3/XLovbQqnvhNTaYC0uIjfHE7fnZF6E145W+pETbHWJGAwG9u/cyWcff8yhffsYMmoU7w8ahKubW66PnVWfxOS3gBDY+vffxERFFckp7x89eMDBfft4SWKNmD1tGn+uWsWJixeJSk3l4MmTLJo3j9Xm+hil/fwAuCcpA34vMtLynhbQGY0sWbLE/ieSF4zkzZVRBMI+CoqnRkSkpqayaNEiDHaY7rtEqVI0a9mSTYUwFiK7Ab3ms8/yXJs2LF2wAE0+BEiJjx0ZFsZXwcE837YtPWy4OcvFAljbTkzdhg2ZOn8+Xt7ejBkyhC0bNlh12dj6g5C6FMTrpKLB2mtkXltDKkqEvjqaF2GdNE7C1jZzigFISU1l8/r1jP3kE3xLlGDq/Pk8W6+eou5jcVsFJSDAFB+ydMECWrdvT/Ui6NbY9NdftAgKwrdECcu67j178sZbb/Fu7960bNCAAf36MWTECHr37ZujtnWYpgmX+00VGlRLhN14akTEunXrwGi0ywl3eeUVjh85QmREhB1azx5rFobsztXZxYX3Bw1i9c8/ZzvpkDXy6o+PyEZI6CR/c4KH2frw8fDhrP31V2ZNnkzsw4fZtmvT07iV9dJ2xe4GqZUiJ6JFvL3YfSE+jpyQyEm/5VwutvDwwQNmTJjAut9/Z/DIkbw/cKDFKpFXhH4UhICQThQXHh7OH7/+yoAhQx7LUinshIeFcTIkhBdfecWybsrMmcyZNo0/f/+dc2fPsmrlShbNncuIMWMALPezUqVLZ2qrVOnSme51Okxujg0KZ3SpFA2eGhExd+5c0pKSFA+o9PTyolX79gWekZGbdL83+/Xj/r177DT7QG1F7mla+n9WNRyk74mFhGAulj7B55R6DRow5euv8fHxIfiTT9i/c+dj7WX1NyfX0tpDitSFoyP7NoWBS7AJZZWxIVghBNeG8L9YSNhyDlmJk+wQD7R7tm9nzJAhlChZkulmq0ReyE8BIRVX1rJJtm7aRNSjR7zx9tt26Yc92bBmDW06dKCYh6nqkqub22OFxPR6PRqt6crfuH6diPBwWrdrZ3nfw8ODRk2bcvTQIcs6DaA1GJhnh6JWiqFaIuzGUyEirl27xpEjRx7zGytBh86duXjuHDevX7dD69bJjWgQU/PZZ3mudWu+X7jwsTxvOR++NVM8VraV2ycrU/79sDCmBwfTMo91JHQ6HX0++ICPPv2UdatWMXvSpMdqdsjFcFgTLDm5xgYev9fIXQPheE7ID9YGsIhd6SAm7CMe8B3JqNapJUNIyO0vrJMTGWLxpCd336+HDx4wbcIE1q5ezScjR9L3/ffR6XJnrzJgfwEhTT+VyxQRvzYajXw3fz6t2rWjeq1aivfHnty4do0rFy/SvnNnAP7ZuJHPxo2j04svUiEggK6vvsrg4cPZuHatZZ9F8+YxMjiYF7t2pVbt2nz300+Eh4Wxcd26TG07AAcPHiy8AZZqiqfdeCpExC+//IKbs7PiVgidgwNtO3Vi66ZNCrcsT16Fg4CLiwvvDx7Mnz/9ZHFjyA12yPyvFHLtR4iERPdcCIliHh6MmDCBqjVr8sWwYewTRZULWBMQQnyBsF6IM8jKxJ/dfUVOVMDjgZByLojsolOk7g2hv4KAEIsNKdJ11sSire4N6XXQAru3bWPMsGHUqF2bkePHW55+c0LvAoyByIrIiAhWr1zJgMGDi5xbY+umTbTr1AmdTseIwYNZ9+efzP3mG45fuMCXs2bxw5IlTP78c8v2c2fMYMmCBSz47jv2hoRQrFgxur3wAimS2DItoDUa+dXKpGUqTy5PvIgwGo18v3Qp6cnJirfdtEULkhITOX3ypOJtCyghGsTogF79+nE/MpJdW7bkOLAuq6yNrLaxtp+0jXthYcw0C4nX+/TJNFDKtSVQLiCA8bNmER8Xx5TRo3lgnnRIur+trgxk9rHWZ7Bu7cxucM7u2uslfyGzABFbI4R+CULCmgtFbrp1af+E9oTXtggmqQvgfmQkE0aPJikhgYkzZlC2fPlsWsmgVz5aIHLDNnNV2jdyGIRY0Jw6cYK0tDQaNWtGfHw8o4YNo2bFipR0c6NOlSpM+vzzxwIkp4wfT2CZMpRwdaVrhw5cvXJFtm2d0cjSpUsLZwVL1Z1hN554EXHixAnu3L1rl6fpji++yPZ//lH8R2PL02NOEA9cgVWr0qJ1a35YsCBH/baW4SFdJ7dNdm1IX0eIhMRrVgpSiY/XsGlTxk2dyv6dO1k8cybpKSmPtS/3tC1OkczKBSMeTG35HKT3HPF3Txp7IH1fDrnBTu7chBgJyIiTsCZU9GR2a0jbFVs1cmIBk/Y1JTmZr2fM4ODevUyYNo36jRtn20avfv1oYWcLRF5vfEajke8WLqRVu3ZUrlJFkT7lB0aDgR3//EPHLl0Ub1sH3Ll9m9OnTyvedp5RRYTdeOJFxIoVK9AaDIq7MgIqVaJ8xYrst1PJ17xaIOQsDDqgR9++bNu40fKkrkQfstsmN+9HhIUxQ2SRsMZLPXrwwdChLJs/n02rV8sKI7nrICdGxE/fYBpEkWyXnYk/p0+3YmuBXECnkYx7mIHM9zO5+BLhPFJF5yAn5gTEsRRyfRCElqPMe7ZiNBpZs2oVSxctYuDw4XSVqZ4okB8CApRxcd+LiGDrpk1FLshyz44dVA4MVHxiLg1gTE/nxx9/VLRdlcLNEy0i0tPTWfnzz3apUNm2Y0cO7d9PYkKCYm3m9cOQe+IUr3u2QQPKVqjAP5KgKLl+2OK2yE2/sgqulFoB7oeFMSs4mBZmIZFpP52OAcOHE9ShA1PHjOHE4cM2H1tqRZF7Ghe7DKQBkNZcQHIPK2lkDOjSaypnjbBmlRALCLEpXioAxDERWlGfxJ+psK8gIKSiRGqFkL6X2wH46MGDTB47lvadO/PR0KGPBVwKAmJKIYuByIpNa9dSsXJlatetW9BdsZnEhAQO//svbTt2VLxtHbBy5Ur0+kL26K4GVtqNJ1pE7Nq1i9jYWMVP0sXFhedat2bnli0Kt6zMgC03EGk0Gnq8/Tab/vyTpMRE2eMqfZ1sFQ/SbcWvI0VCoptZSDg7OPDRyJH4lyvH5M8+4/aNG7LHlms/OxeHNGZBmtEjjj2QQxjkbV0v7pNYDMhZzqTWCKmVVTzgC+me4gBROXeM0IZOsq8gRJxk9s3Ld+Xm9et8PmIE5QMCGDxiBDrz7JhiAXHfzgJCyfEgMSGBDWvW8GbfvjmaR6Sg2bllCy1bt1Y8MFQHJMTHs3fvXkXbzTNyP5ycLDn80uzbt4+uXbvi7++PRqMx1SnKgr/++osOHTpQsmRJPD09ad68OVu3bs20zYQJE9BoNJmW6tWr56xjduCJFhE//vgjGju4Mpo//zwRYWFcDw1VpD17uC6kNHv+edyLFWPXP/9kG7eQ02PL9cVWf78tiIVE9759+XjMGLx9fJj9+efExcRk2Sdr1ya7fkn3EwZlW9rQk2GBsPX+I7Qv16Zw/xPfB9PMi7h9OeuEExnpmgLC/46i7fWS7cRtiOtRSLNWckNsTAxffv45xUuWZNioUbzVv38mC4S9H/qUvult27wZTy8vmrZokeV2Zfz9+f7nn7n54AH3ExM5cvo09Rs2zLSN3LTb9uDq5cvcv3ePZi1bKtquBkhPSXnqXRoJCQnUrVuXRYsW2bT9vn376NChA5s3b+b48eO0adOGrl27clIStF+rVi3Cw8Mty4EDB+zR/RzxxIqIpKQk1q5daxdXRsvWrdm7c6cdWrYPOgcHXuvdm7W//Ybehhk6bWpT8n9eBxa5dsVEhoUxb+JE2nXtStmAAOaOH09iQkK2Fg0x0lgAW/sjZ72w5gqRa1/ugUY84EvPQRx7oZHpd5roryAADJJt4PEMC+nnLFhprQVZCq+FOhRamb+5JSE+nq+++IKAypXp0Lkz0yZMyJELIycWaGv/K0VaaiprVq2ix1tvWa2J4e3tzY5//yUtLY3XOnemUc2ajPn000xz7WQ17bY92LdrFy1bt1a8XQdgzZo1JNshIy7X5LM7o3PnzkyZMoVu3brZtP28efMYOXIkjRs35plnnuGrr77imWeeYePGjZm2c3BwwM/Pz7KUEJUxLyieWBGxc+dO9Glpip9giVKlqFK1KocVUoD2tkAAtO3UiZSUFA7t2ZPn49o6YNvSjpw7Qe49MP14Xnv7bcJu3UKr1dK5e3fZ9nKC2B1gi6iQXjNpIKbc4CUM9slkWCfEVgrx8W3JAhG3KbZISNsTthX6KWdJEcdCiEWONM5CiJGQujfyKhpf7dEDgLC7d3nj7bctrg0lgnkFDFb+V5r9u3ah1+tp3aGD7PvDRo3i7u3bfPTuuxwPCeHmjRvs2r6d69euWbbJatpte3Bo/36q1qiRaT4NJdBiEr97RPebAkeh7IzY2NhMi7RehlIYDAbi4uLw9fXNtP7KlSv4+/tTuXJl3nrrLW7dumWX4+eEJ1ZErFmzBuzgymgRFMSZU6eIi41VuGX74ObiQtcePfhr5UrLjJV5RQmLQ07a0+l0DBgxAk8vL2Z//nmmGImctGvt7MUDuTTWQBwvIG5XOiBLMfC4yyGVzE/+wnt60T5y52AtiDPNyiIgDd6EzBN2idsStpOLsxBnrshZJXKDOAZiSnAwvsWLM2j4cLRa21osbHFuBoOB1StX0q1nT1nLQZeXX+bEsWP8vHo11yMj+ffECd55/33L+7ZMu600MdHRnDt9mhbPP69ouxogNSmJvwrThIQKiYjy5cvj5eVlWaZOnWqX7s6aNYv4+Hh69uxpWde0aVOWL1/Oli1b+Pbbb7l+/TrPP/88cXFxdumDrTyRIsJgMLB+/Xr7uDJateLfffvs0HLOsGUg1wIdXn6ZyLAwToWEKHJcpWKubWlH2KbPRx9RonRp5k6cSFJi4mPBljkhO7O33PHlghelZGU9ENoQhITYcpAm6YM0U0LObSLeNlXUpli0CNvpeTyeQdxncf/EYsJAZgGiFa2zFnBpK9IsjMSEBKZNmICfvz/vfvhhoRMItnLsyBEe3r9Pp65dH3uvYuXKvP/RR1y9coVXOnXi+2+/Zeb8+ZYZM22ZdtseHNy3j+datVK8XR3w+6pVhbPwVB64ffs2MTExlmWMebIyJfn111+ZOHEiq1evplSpUpb1nTt3pkePHtSpU4dOnTqxefNmoqOjWb16teJ9yAlPpIg4fvw4MTExip9cQKVK+JYowfEjRxRpz94X38PTkxdefZU/f/5Z0XaVEhLi9qwIf9p37UrtBg34etIkEuPjLftYExI5CegUiwSxxUAY2G1BOojKxR2IjycuhW3tnKVoZRbh2EJfpcJEGvkiWA7Ek3SJ2xKOncrj/RDEgqNokctcsQVraZzxcXHMnDyZ+o0b08kOhZDyi1U//0zXbt0eK/Ot1Wo5deIEE8eN4/SpU/y4dCnLly7lvQ8/LKCemgg5fJhSfn6K14zQAUnJyZw6dUrRdnONQjERnp6emRal41VWrVrF+++/z+rVq2nfvn2W23p7e1O1alWuXr2qaB9yyhMpItavX4+Lg4PiroyWrVtz7PBhUlNTs9/YjtjqTnipRw8unTvHlQsXFO+DrQOgLW1Yo2a9erzSuzeLpk4lRhSAJiCX/gk5ExCpknXSmAI5MWEtqNLacaWWBum9KSsRJZd6Ku2v2BoBmYWFXACsnJtDsD5I2xYjFiLiQExbrRHZ1YF49PAhc6dNo+fbb1OzTh0bWix8XDh7lisXL/KyJGYnIjyci+fPZ1p36cIFyleoANg+7bbSpCQnc+LoUcWtERrAUatl/fr1irabaxRyZ9iT3377jf79+/Pbb7/RxQYhHR8fT2hoKGXKlLF/57LgiRQRq3//Hb3CA71Gq6X588/zbyHIf7bl++zu4UFQx46szccJcZT8zZX292fAiBGsXLyYG1Zq9YNJSMw1C4lXzBaJ7AplSd0U0hgI8V9bkAYiip/Wxem01kRDTgLApYJCvK/YpSENtBT6JXVViNsS3BlpPC4qpIgFhS3XytZCUlcvXWL5kiUMGjGCUnY049uT1b/+SrsXXsDN3d2y7vC//1K1WrVM21WpWpVb5lkvbZ122x4c2LuXFkFBite5SE9JYflTmuoZHx/PqVOnLJaY69evc+rUKUsg5JgxY+grmnfl119/pW/fvsyePZumTZsSERFBREQEMaIU9hEjRrB3715u3LjBwYMH6datGzqdjl69euXruUl54kTEzZs3uRoaqnjwX7UaNdBqtZwrjHXhZWjdoQPXLl/mdj5PUS5GKibkBmg50eHk5sbAsWPZu20bR/buzVKU6MgQEs3btuVVkZCwtTiSdBCXHis7a4R4kaaDire11o+srB/ZWSSk7YmtElIhIHVJyMVIWPvMxPsbyFzTIju3Rk4rUe7fvZv9u3czbOxYXFxds92+sHEjNJQb167RWmSOXjh3Lo2bNWPEmDFUDgykR69e9B8wgO9EdQRsnXZbac6eOoWTkxPPKFy4yAG4dfs2d+7cUbTdXJHPlohjx45Rv3596tevD8Dw4cOpX78+X3zxBQDh4eGZMiu+++470tPTGThwIGXKlLEsn3zyiWWbO3fu0KtXL6pVq0bPnj0pXrw4hw8fpmTJkjm/Hgpij9jDAmXTpk24u7pilKnKmBcaNmnCiZAQDAplOOQFW7IZ2r74Ir8sXZov/cmO7ISE+D2NVsv/Pv2UexERrFm5MtOU2MKTsoD4//thYcwLDmbolCkA/L1ypdXjWEOummNOAwez+myy6ov03OSCPOXcJ3oyrBzCfoKVIJXM/ZcWmUomQ9ikSfZPk2wrHEtYl2beLjt7X25LWf+2YgVly5fn4+HDmTt1qmKZRfnF1o0b6d2/P1s2bsRgMHDi2DF6devGxKlTGf3FF9y8fp1RQ4eyWmQpnDtjBu7u7iz47ju8vL05dOCA7LTbSqPX6zl57BgNGjfmsoKuTw3g7urKpk2b+LCAYz8wkreUnhzGh7Zu3TrLoNLly5dnem1LOuyqVaty1ol84omzRPzxxx+kKiwgABo0bsxJhTIcBHL7nc5OGDdo1gx9ejonQ0Iee7K1Zja3xZwufd9aAZ+sMh7k1ov/79arFyVKlWLxnDmyA4fceQtf4nthYSwwWyS6mi0S0gwDOaTrbYmtEAZb8T7Ck7rwlC5kREjbzSlywktqlRCEg9g9IuwjDPgCggVC6Kc4vkFoW3BViPsglxYqztSQWlryMheGwWBg4ezZlPb3p9sbb2R+L0ctFQzHjhxBAzRo0sSybsvff9O0Th1KuLrSsGZNln///WP72TrtttKcCAmhgQ0zrOaUlMRE/vzzT8XbVSk8PFEiIi0tjYP//qv4SZUpWxbf4sU5+99/CrdsHzq+9BI7N2/ONAhbG+jlBnm59Mfs9pM7hq3HEv6vVLUqHV5+mYUzZpCUmCi7X1YDsQ6TkFgUHEzTtm152UqwpXideBCWc01okRcV0qd78bbiugo6MsdH5FRISF0scgJS7nwgc5aGQbKNOMNCOvhLjyUNCoXMs3qmivYX3ldiMq3EhATmz5jBi6++SiVR+eeicNMyGAxs/+cfXnjppYLuik2cOXmSUn5+lFY4SE8HHDx4sOAn5CoCgZVFlaLwe7SZEydOoNVqFT+phk2acO70abubFXOCtcEoIDDQNEV5Dspy22KBsLaNtfV6K+8J66W/SUdHR94bPJgNv/9O2O3b2fQoA2mmhFhINGnbli6S2T+lKZLCXyfJOrFFQW6R9kG8XhovIJ5vwlYhIQ3IBPn7mTRDQryfOJ5CmrYqWBqyyvyQZneI+6Ujw5UhtWYoORvn7Zs32fDnnwwYMgStg4PNAaiFgd3bt1OpShUqVKxY0F3JluTkZM6fOaO4NUIL6NPTCz7VU6EUT5XHeaJExJ49e3DUahVP7azfuDHHFXZlCOT2+2lNILfu2JHD+/M2RXl2otva+9b6ZMv6V3v3JikpiU3r1sm2n9NrJCckxIOlXKqjI+BCxsCP+bX4b1auDrFQENoSFluFhFzwpTizQxispddUalURZ4KIgy2FfXSidsRVKEE+1VNsMRLWOYn6I4iW3lYEhLQuRU7Y+Ndfpjkn3nwzF3sXHAnx8Rw+cMAuU27bA3u4NDSAIS2N3bt3K9quSuHhiRIRf61ZQ6rCk754eHryTLVqisdDSMmL0BVu6s4uLjQLCmLvtm2Z3pPbXrqvtQFe+r/cftasfVmtFxNYtSrtO3fmu/nzLYGrtu6bFdYsEoI5HzIGfPHcEsLA72xe70zm8s9ZWSfE7elEf6UixBrWvgfiH6q4MqW1OAnxgC0WFNL25aYKFxegknNlSM9VECW9+vWjuQ0WiJzedPR6PUvmz+eFrl2pbKdZLe3F7u3badGqFU5O2RVKL3hOhIRQtUYN3IsVU7RdLfDP5s2KtpljVHeG3XhiRERaWhr/nT6d6+A1a9Rr2JAb165lmm2vsNK4ZUvuR0RwXVLBTCoIpOvkthOvy+p9KTkVQ45OTgwYMoS1v/9OWA5TwaSDnBxZuTbEbgxp6iNktiQ4mf9m9TQttmwIQZXixc28WLNGyLkpsiovLXfucu4JcRXKZCCFzJ+lXPEpoa2shJy4KmY3s4D4SkZAyF2vnN54bt+8yfo//uB/Q4bg6JibWpkFw9VLl3j04AFNn3uuoLuSLY8ePODOrVvUbdBA0Xa1wKHDh0lPT1e03Ryhigi78cSIiOPHj4PRqLgro3bduvx34oTCrcqTV7db6w4d2L1tmyJP8dmRXQaGtfekdO/Vi8SEBP6xUtlO3GfxE3VW66XnKRYSL4myNoShyFHmf7FlQiw0xH/lBKs4JkFoQxAhwlO/u5V95ZBaP4Rji90MBsn2Qt/Ez75CjIPgvhDvI2RvCBYFKdKYDDF6oKdZQEwLDuaBjAXCFuuKLWz86y9SU1N5TZKtkRXDR40i3mhk+ty5lnXOzs7MWbiQmw8eEBEXxy9//plpjgKl2b1tG22szO5Z2PjvxAmerVdP0Ta1QEpKSsHGRagxEXbjiRERe/bswcEO8RA1a9fmwpkzCrdqndx+Z8sFBFC+YkUOiiYHy6losCWDQi7LI6t9kVkvUD4ggPYvvsjSBQtsqr+RneVEHLAp3fZBWBjfBAfT2Jy1IR7sxQO0MEiLLQlaTEJAPDDL/XCk10AsPoT9BUuGYNWQDtrFPDwoUaoUJc3VGkuULImnh4elDb1kPznhZC3+IBWTJUJYxDEW8Lg1Iqvvj7Bft379aBwUxNzgYO6Hh2eKrRD3RUDO4mErBoOBxV9/TaeuXSlbvny22zdo1Ih3//c/zkiyqqbPnUvnrl3p26MHL7RqhZ+/P7/YccbJA3v3UikwkLLlytntGEpx/swZatSurWibGsDN2blwTQ2uohhPTLGpzZs3k5acnKtJgaxR2s8PDy8vrly+rGCrtiP3hGmN51q14tihQ9kGVBokbVlLybRlXV7p0acPu7ZsydaNIXWpyP0PmQdWuXTM+2Yh8fGUKWgxFaQSuwnELgRxYaY0MsSE+LgpotdCoKGAIGjEsRcuQALg7uZG6cqV8Q8MpExgIKX8/PDy8cHb2xsHR0fS09Mt6bmj581Dq9WSnpZGXHQ00VFRJpdVaCjXQ0O5ee0aKYmJj7kmhPMR+iF2PSTzeECpgLXiUdLvDUDXfv1oGBTEnOBg7pgtEIILRBzcKffdFW8ntG8Ld2/fZs/27bzRpw9zspiG2d3dnWW//MKgDz5gVHCwZb2npyd933uPd3v3Zq852O+j/v05cfEijZs2JUShyfXEJMTHc+zIEZ5r3ZrV5iJohZUrFy/i4+tLyVKluH/vnmLtpiYl8c/mzYwYMUKxNnNEXl0SqjvDKk+EiDAYDISEhChuVqlRuzZXL10irYAn3LKF+o0b86eN82Tkp2XO2mdStWZNqteqxXfz5+eoPWlwn5C6KAT4iQduOfP8o7AwlgQH8z9zZcttMjd1qZVCQGg7GfmnabFVQLBsGACtRoP/M89QpXFjAhs3xq9iRaLu3+dmaCjXQkM5eeQID6OiiH70iJioKNJTUvBwdWXBb78x5q230BgMePv44OXri5uPD8XLlqVazZp06NoV3xIluHX9OqdCQvgvJISwq1fBaMyUJSKe38JARupmMiZhIy5GJSfE5K6jICDmm10YYlEgFjQC1qwPUtFhC+v++IM5ixdTtXp1Ll+8KLvNnEWL2Pr33+zZuTOTiKjfsCFOTk7s3rHDsu7ypUvcunmTJs2b20VEgKn4VLeePQu9iEhJSeHalSvUqF2b+7t2KdauFvj3338xGo2Kz9FhE3J55TndX0WWJ0JEXLlyhbS0NJSdlNUkIi6cPatwq8pTukwZSvn5cfbkSdn3he9/fvqusnr61AFv9u3L3+vWkRQXl21b0v4bJOvET7Ria4CclUGLySIhCAkNsFV0Y5dL4RT+FwZgsXVCPDgL9ynhKd8jIIDnOnakZosW6BwduXrsGPv++IOLZ84QFxtLApkzLcSI29WnpBAVEcFD82yOQixEKuDu5UXlZ5+lXuPGDB8/nrTUVE4dPMiR7duJvHkzk3sGTMIBMiwO0usmrv8gPhehL1rgpX79aBAUxMLgYCJEFgjIEChy5yN8HlIhKGCrkIiNiWHz+vW80bcvk8eOfez91994g3oNGhAkk65Yys+PlJSUTBMbAdyLjKS0HSf8On3yJB8PHar4E749OH/2LDVq12afwiIiOT2da9euERgYqFi7KgXPEyEijh8/jsYOQZU1a9dmj+iJpSDJSgjUb9yYC2fOkCyT3ioXv2BvpH2UDhb1mzShVOnSbN+wwfK+LQ8JtvRfGjMgtC8eoLTAQ7OQ+NBskdgheUIUCxNxPQW56o5pov8NWi01mzWj/UsvUS4wkDMHDvDH7NncuHABzFX7Enk8hkF6/nKpleLATsF6kBwTQ8iBAxw5cACdTsezNWvSrE0bhs2YwZ3QUA5u3MjZI0cwGAzoMQkEQQyJr4/cX/E5CtfwJbMFYoHIAiEWQcJ1zsqKIXVh2Pr5i9m8bh3tX3iB+o0acfLYMcv6suXKMePrr+naoUOhKg6XlJjIhXPnaNC4MVv//rugu5Ml58+cYcCgQYq2Kcyjcfz48YIREXkNjlQtEVZ5IgIrjx07BgpP0FPaz49inp5cvXRJ0XbzitxZNjBPDlbQyFWDlL7voNXyep8+bFy9mhSR6JFLTRTvZ+14AsLAJc6qEJvzhdfi9gUh0ahtWzqaszb0ZB4Epf2DzO4ScT+ebdKESfPm8do773DiyBFGvfsuPy9YwMWzZ0nW60kmY8CVHiOrYEO9aBtxAKjYtaIF9Ho9586cYfn8+QS/+y4XjhyhS//+DJ07l3qNG6MnI2VVaE/4PsnVnZD2TRAQi4KDeWQOohTOXyxAbHFjCPtJt7P1hpScnMz6P/7gjbffRqPN2Kt+w4aUKl2af0+cIDotjei0NJ5v3ZqPhgwhOi2N+5GRODs74+Xllam9UqVLE2m29NiLEyEhmebSKKxcvXQJbx8fSiqcsZKUkGC6VxcEaoqn3XgiRMSBAwfsEg8RevkyaWlp2W+cj0jP071YMZ6pXt1qMazs6hrktR/W3BbCX0fJNs+3bo2jkxN7t2+32jfxgC0eXKSLgLS+g7C9+LUwUZS4fR2mrI3vg4Np0LYt7UVCwto9Q9hPXImyevXqjJg2jXc+/phd//zDqI8/ZtP69cQkJJCKKQAzkcxzWYhjJ8RtS5FmuAgDtjh9VDyPhdBubEICe9avZ+bHH3Ns2zZeHziQz776iurVqpFK5hgSsbAR+iblZbOAWCxK4xS7OaT9l/u8bK0XYev3cufWrTi7uPBcUJBl3Z6dO2lSuzYt6tWzLMdDQvj9l19oUa8eJ44dIzU1ldbt2ln2eaZqVSoEBHD00CEbj5w7ToSEUL1mTVzd3Ox6nLySkpJC6JUr1Hz2WUXb1WK6V6s8WRR5d4bBYOC/U6cUFxFVqlblipWgrYJC7hzrNmjAnVu3ePTggc37iiPm5TI1rK2TWkHEGQzIbCe2SugArVbLK2++yV8rV0J6+mMR+tJjWmtXbF6XIqRm6kWvhYFXmg0gtCMIiffNro1dMsFvYlEjuDZ0Li506duXum3asG3tWuZt2EC8xKWULNovmcwxG9K2BeuENANFHCwqbC/ELgiBkTpAHF3ibl6vTU8n5O+/+W/nTpq/8gr/mzCBQzt3su7nn4lOSbG0rzW3J1wvcTxEV4mAkF5LsQDJKkVUzk0ifV/qFsmK9PR0/vz1V17v1Yt/9+3DaDAQHx/P+XPnMm2XmJDAo4cPLet/WraMqXPmEPXoEbGxscxasIDDBw/aLahS4MG9e4TdvUvd+vU5/O+/dj1WXrly6RKBzzzD3hzMwZMdWuD06dMFE1ypujPsRpG3RISGhqLX6xU/kYqBgVwPDVW41dyR1bnVb9KEk0eP5qo9W/L1hSdIcY0DuTRa8ZOmsI20/YbNmmE0GgkRPY3IuQ2E/eWKPLlhGjiFZznhaVxspgfTICqsE44hFH0S2hJbLwQhUb9tW9r16UMaGdUdBSEgtlCUr12bD+bNo3SFCswbNoydq1djEKUYCwOrwby/kEUizGMhdQWIr6/cNZGzDgiCyVmyP+ZjpiJK80xO5sDvv/PdsGFUqFyZsV9/Ta1atSxtWRMw0hgIuT7KuTDkFinZuTBs+U0f2r8frVZLwxzM+TBq2DC2bNrEyjVr2LpvH/ciIuj92ms2758XiopL43poKBUVjl3QAklJSdy4cUPRdm1CdWfYjSIvIo4fP46bq6uiQZUODg6Ur1ChUIiILN0GDg7UqV8/UzyELcIgUxtkHsTE1RHltpVOcS11I+jIPIuluGxz25deYpdkinLx8cUVIoU23QEP0V/IEAeCUBA/3TsjLx7EE2uJ+4Tob7g5RqJu27a0Mrs2EjC5IuLMf9FoaPzGG3QbN46QjRtZ+fnnxEdEWDKDxEWkxBkW4kmwpEhjCqwhdX+ILRTi84LMAZRi28iDiAh+GjeOA5s2MSQ4mG49eljaEhbh0+nWrx+NzFkYQgyE1K0iFqRS14V0BlNr3ysxOf3+ClNud+ra1eo2ndu0YdSwYZbXKSkpDB80iArFi1O6WDF6d+/OvcjIHB45d5w4epR6DRui0+X0TPOX66GhVKhYEZ2DcsZqDabvxfHjxxVrU6XgKfIiIiQkhKQ8zFgpR/mAAJKTkwssFSsrH7KY6jVrkpyczA2J2LH2JJjdTVwQCHIloKXWB6mlQYg5cJRsI1AxMJBylSpxZMeOx/qiI/MxBWHgIdrfjQwh4SE5tthCIQzikDGJliAgxOeEqA3xQ0a4uUR247Ztea5PH5NwAGKBVGdnOn/2GTXbtOGn0aMJ+ftvUo1Gy4AqWEIE64jctRZncwh9EAZguWqYgnCQlvUW91lwQUg/p1RMIkgc0KkDtEYjxzZtYtaYMbTq0IFBI0bg6uSUyRrxqqgSZWR4uGywqdB/8fWUW6RxMXJxIFlZI7L7Hezevp3AZ54hoFKlbLYseK5dvUpaWhpVa9Qo6K5kyb2ICNJSUylnQ2XQnOCg1RZMcKVqibAbT4SIUPokKgUGcuPaNYVbVZ4GTZrwX0hItk9vUlEiLudsrcKn8GTrJLNO7DYQhINcoKP42EGdO3N0zx6SEhJkXR9SAeKMSRj4A8XNC5iEBOY++Jq3kYoCcclqsYVF6Lf4+OLsBOGp/U5YGHNFk3Y9BJxKlOB/06bh4OHB1599xu2bNy1P+OJ4APFxxNfAWklwAbmnegGxhUAui0IQJnJP/eLzEn9PXIDoGzdYMGIEPt7ejJ06FW9fX/RA9379aCIpZS0+plzsjPTYclYI8XWX+87mxM0mJiE+nn/37qVD58453DP/MRqNnDx2TPEpt5XGaDRy4/p1xV0ahvR0jubQ/arMgRVYVGQp8iLiypUryouIKlXy3ZVhyxOXgHBTrteoEafMrgy5G7Ucwo1dLBDET//ip3YBFzIPjuJ9xOmC4jgGcZ/cXV1p2LIlB7duzTRASH3rbkBJwIsM0SCs98AkGrzJbKEQuyjET/PS85W+Fj8Bi60DQgzDjbAwZpktEt0HDGDol19y8+pVFkyYQGJcHIlknodCPKiLrQJiISPNfpAW0bNmMZJO/S1+bZDsKz6mOGhSao0QrDexsbEsnTCBuzduMParr3j7ww9pai5lHSnKwhBbQ6SIr6VUKIhdZNYmwxb2zyo7JLvfxs6tW2n+/PO4uLhks2XBc+Lo0UIvIgBuhIZSSWERoQHOnD6taJs2IWfKy8miigirFGkRkZKSQkREhOJFpioVYFClrR+Il7c3JUqV4uK5c7LuD6lP2hqCGJATDnIBi3LWCKnIEJu4ARoGBRFx6xZ3zQFV4hgIOReLEDhZUrSIccckKMQxAHLnLmc2l94LxGmX4rgFPXAzLIxv5syhTadOxMXGsmLRIgzmeg9CtckUMoImxecmtq6IhYSANeuoVuY9sXCQLkKQpjjgUTxjqNgaIbg2xO4ed0yVBH9fuJCkxESCOnRgyZw5hJuDKIXjS4WP9OFM6poSW7qkwkIcVyN3LXITLXAjNJTwsDCaP/98LvbOXy6cO4efvz/FPDyy37gAuW4HEaEFHkVFFbrUeZXcU6RFRGhoKA4ODoqKCF0BBFXa8iFIn1ArBgYScfdupoJN4u3EAyxktjJIhYGANeEAGUGMbmQehKR+ePGgKfx9rmNH/t227bE+Ctu7YRIFnmS2QIiDKX0xuTbE7gtnMosFadAhVl4Lg7JQ3lknWidgALx8fHh/0CCO7N+Pd/HivNKnT6Z2UkVtSOs/QGbLiFwfheNIXRTSbcQWCMHyIRxTWMQDutQKIgRgpmH6zIS5RsB0Pd2Al/r2xcvLi6MHDtB/0CDcvb0fS9sUn/sHo0ez5uhRTsTGcigykm/WrqVK1aqW74YT4OnszISFCzn84AFn4uJY/OeflDYXMJITINmRbWxEEZlyOykxkYiwMMUHaKW5fvUqFSpWRKtVbpjQABqNhuvXryvWpk2o7gy7UaRFxOXLl3F1dlZURJQqVQqDwcD9fIrWzg65J3UtJhFx89o1qzENAuIBRWpOFgsGufI3zmQEJkr3E0SFOM5Cru9+fn6UqVCB//7997EgO2nKqHAssQWiOBnZGZj/upFhXhf/tuWemJFZJ55wSngt3sYAODs6MnT0aK5cuMDKr79mbnAwLdq2pXufPpbjC4jdGtLnK3EWg1RQSK2l4vMRiw7x9uIYB/HxhDaEa2owH09wXySL9hVnkrhgCqJsEhTEtOBgvp83j2uXLzNo9Gg05sh8OQHWpFUrfl60iNebNaNvhw44ODryw7ZtuLq5Wc53xNy5tO7alc969KB/q1aU9vdn8V9/PSY8sxJ8YrK7jx86cICASpUUr7RoD25cu0alKlUKuhtZEhERgVajoYSC11MDaIxGLuf3zMhqYKXdKPIiQunMDL+yZYkID8doNCrarpScxEDI7VMxMJCbZmuJNeuDHGLrgXTCMiEDQhiopfuJMyDE66UplOLzqtm4MVdOnyYtKSnTemfRsaxZPYT1HjyeyikeiISBTRokqcc0eMrNFSHeXmq21wLvfvwxGI38/s03GI1G4sLCWBkcTNO2benUpw++ZLaaCMe1FqcgdjHIWU+k9ymtpA1E2wkuF7EVQiyadGRYacTHcsGUpppCRl2I5/v149mgIH4MDiY6PBy90cgPixah1Wp5+6OPZI8P8HbnzvyxYgVXzp/n4unTjHrnHcoGBFCrYUN0gJenJ93ee4+vhw/nxO7dXD1xggn9+9Pwueeo17QpcuQ2sFIgMSHBMj9FYccergKlMRoMREZEUMbfX9F2XZyd819EqNiNIi0izp07p3g8RBl/fyLCwhRu1Tq5/QAqBgZyOzQ000AlILU+ZBVqlp0LwxPTIC4nKuTiJcTH1AI1mzThgiSlSxwEKuznZ158zYv4OIJ4EAZG4UlcSL8UBm0hpVEaCyW2SAiCQzxQSS0AnV95hZrPPst306eTnpaGNyZXinNYGKvMQuJVcx0JuWsjFQPSeAEdmS0U4r5JH3ikrgmhLXHRKuGv+DsgFi9Cm2KLiQvwXL9+VA8KYmVwMInh4ZbPLDk1lXnTplGzfn2CZOoviPsqiBh381wUcY8eoQVqN2yIo5MTITt2WATmjUuXCLt5k/rNm8ueU1aBlcK1zI6TRaiYU2EXEWBKefZTWESkJCVx/vx5RdvMFtUSYTeKtIg4c+aM4iLCz9+f8HwUEdaQPgGKPyhPLy+8fH25JUlDFadLSoWFuGaCO9YRLA5y1gghRsHN3JY4NkIY7MXWAnd3dyrVqMFFcxqqMHDIBWqKBYUOUxaGOP5BOkAK10YIFhRbGuSyF8SIgxfFJcB1QIVKlejeuzcLpk8nNirKkhUi9KFkWBgngoOp2rYtb/bpwzOi6yIVYdKUWvGgKU5pFZ+bdFpwBzKumSA8xK4PYRAXD+jCMQRhIX7tYr5eTfr1o1pQEJuCg0kNDyeVzGW5Yx89Ysm0abzSpw/+AQGysRxCPzUaDcHz5nHswAEunDuHAfD18yM1JYX0mBhLv92BR6Ipt60Fv1uzRNjili4q81NcDw2lZKlShT64MiIsTHFLhAY4cviwom1mixoTYTeKtIi4du2a4ieQ35YIOeRiIMTvVapShXvh4aQlJVnet3bjtWaVcCPDypDVbUxwYVhzcchlgAgujRoNGxJx6xYxDx5kyhwQ9hUXjxL2E5+nMPBBhuUhjsxzRECGaEhEvoaB0J6A+H4gjs/AwYH3hwxhy7p13LxyBRdM18iAyUpSEXgGcAoL40ZwMM+0bUujPn0oSYbQEIsDsViQZimIM0ik6Y9iV4s4e0aaRSOIBOkgLHZrCPsJ1opk4JV+/agZFMSG4GBiw8MtKbRe5u2ENi9dvsyuDRvoM2QIWp0uU6qncB3TgAmLFvFM7dp88uablnMUxL1eck0Q7StgS+aKrffw+/fuER4WRt369W3co2BITEggMiKi0Fsjwu/eVdwSoQXCzOnDKkWfIisikpKSiDE/5SiJXyEQEWKkAgIgIDCQW+Z4COn7wg1ZGrwmRrAciIMmPWQWa/tai2UQp+4ZgOqNG3P56FFZUSTtnxA8Kdeu1KKoBx5iqiIpCApxloTYKiEXfyAnupyAV15/HS3wzx9/4ESGy0BINxXOvwEQGBbGheBgapuDLQHKkdlqIfyVplxK0x2lKY/COSLaThrMKnWDCG4eYT+taJ04qPMVcwzE7+Y6EEIQZhom648gmoTPcNPvv6NzcKC9eW4JIWZE+P/LBQto/9JLvNmmDRF371pcTeERETiZp9wWn1vx0qWJNZcJlxMX1sjJ7/z40aPUV+MiFMFelohHjx6Rmpqa7baKoboz7EaRFRHh4eGKzwTn7OKCb/HiBerOsCWoTIiHkD7dS5/oILMFQq4eBGQWBoIrA0wDitiFIYc0sFLA2cGBZxo04HJISKaBVIo0LkD4qydjvopHou3FIkEaPCmNCxC3L3dsoV/uQFl/fzp168aK+fPRpqej5fFgTj9MloiamMRCy7AwnIKDKdm2La+bLRKQ4doQCyVp0KvQX7G1QOir+J4luFvE2wnbiq0CwvZycRFCNcse/frRPCiIr4ODuRMejrt5f2dMAiKZDNGE+biG9HRWzZ9Ph9dfp6Sfn+WYemDqggV07taNbm3bcu3GDcvnogOuHj9OWmoqjc1TbmsxzYxbJiCA0+Ypt/WitrKzNOTEmnwyJIR6DRsqmppoD65fvVroRUR4WBglSpXC0claqbCcI9y1IyIiFGszW1QRYTcK968sC8LDw3FxcVE0JsKvTBkSEhKIi41VsNXHyc1FFw9AFUSWCAHx06x0sJEOoOJJqqyldwpxD+KMDbGlwNoTpDAQVqxRg7SUFMLNcRtC38RP1HLHFkSBkHMjxDzcBCKB++ZFbPKXWinE82wI10DogzheREgnBXjxrbc4v3cv+uvX8SBz5oUgNPxF7TwPtNVC+bAwfIKDCTTPtREgalM8y6YQFCpYWaQDp1hIIDk3wTLgaL4ewjloZdoREMdEOAJd+vWjmTmNMy483FJxU0hXFc7Zg8zVO9MwPTGf2L+fzr17W85/+qJFvN6nDwN69yYhLo6SpUtTsnRpnF1cSAbuxcayYdky/jdnDnVbt6ZagwaM/PFHzhw8yH9HjmRy14hjYuTIqTs69MoV0tPTqVq9eg73zF/sMVOm0sRER5OUmIhfmTKKtakBXF1cCFddGk8ERVpEpKWkKNqmb/HiPHrwQNE2c4ItVghvLy98S5Tg9rVrsjUkpIiDGYXBVW4fwb0hWCNsKUYlDuKUfpHKVavGzXPn0BqNln6KjyseLMXWlGTRNglkxEEI7wlBlNFkCAy5hwRx9oPUdSKOE3EDGgcGUq1hQ66uWgVkxIoUN7/vRYbrxANTbIRLNdMG9UpD+0dhxAcHU7ltWzr06WMRMGIrhHD9pTEN4r6L+yqsTyHz1OHuZAgSsdAQu3CEz0645i+LBEREeDgJ5v4lkGGlEMSbICQEl4nQxj+rVlG7aVMqmCe56v/xx3h5e7Nx717ORkRwOiKC4xERvPDGG5Z+fD1sGIc2beKLNWuYtW8fjyIimPjaa5muhS0PeTm9SRmNRi5fuECVatVyuGf+cvP6dUqVLl3ogysfPXyIj69v9hvmAAcHh/wVEUbyFlRp34z/Io1y87zmM+Hh4bi6uGBITMx+Yxvx9vUl6tGj7DfMJ+RunuUrVeJeeDjJiYmZnrAhc1GjrG68ggAQpxwmy2wnJzjE2wkDmVxQXJnAQO5cuvRYm9bqYwjeUeHpVwikTDD3I4EM0SBsJx58HMk8ZbjgKkD014WMao1aTANmBND07bcJ+/tvvB49oj0mS8cjQHBqxWEy9zsCpYUDGoCm5jf+hLejTTEShilTaAHsXbmSWDKncwp1GtwxiSBhAJW6XMRP3mLXjdiqJHYdCBYJ4fMQ2tQBrfr1o05QEPPNk2kJ7o04oLzomgilxMPILEj0mD6b6AcP+Peff+jy9tvMnzSJMhqNZbpxsdgQB9qmpqQwfdAgvh406LF+S60L2aV35pTroaGFvphTfFwc9yIjCahUiXMFMZ+EjURFRSkuIjAY8ldE5NUlobozrKJaIkT4+PgQHRWlaJty5NQ8Kx4MfUuW5IGN1TTFIsFRskjxwPQELo6JkEOcKSAX5yAMan6BgUSGhj52fCnCU7S47kMCpkFOePqPIGNgjyPjyVxa1Em8eJPhthF/yYW+u5u3eS4wkJLVquG8dq1lG3+gtnnxFV0PsSvF4rPwAt4DOkENxzA0wcFUatuWln36WFwKwvkLxxS7g8RpmuKBWBwnIi6LLfc5itM9xe6Ptv36UTcoiMVmF4aLqA1v87VMIHPtDV9M3wXpRGoAO9asoUqtWlSoVMmqG0WIWRGsSFKkcRBiV434WHmlKAQtAtyPjKR4iRIF3Y0siX70CG8fH0XbTEpMzF8RoaZ4kpaWhoODA2fPnlW03SIrIq5cuYJer6w89PbxIboALRG2nI2Xjw+xjx7Juge0kr9ZIZc6KK5gKQRTOvN4ZUspUrHi7uGBV6lSREjiIYTjZmUpEQSEEFQprBMmuhLM7sJgKFebQfxkLFgAXDBZHnyBADKyT8p16YJh925KxMfzOtACaEyGRvA0HyeRjIHWQnngWUwBEgDV4bVHYSSLhIQwuAt4mdv2Fq0TXDRikSAM4sL+4oBSnfn6CGJDbz4/sWuiTb9+1A4K4ufgYBLCwy1VKp3Mf2PJcFslk2HJkbqHxCImIS6Oo3v20KpLl0zbCKJAvE7u+yeIJeFzE9wywnGU5HpoKKX9/HBzz0oSFzzRUVF4K/2UrzDRUVGKiwgNcOvWLUXbVMkaR0dHKlSooPi4WWRFRHh4uOKFprx9fYnKB0tEXvDy8SFO1MeshIP4yVZqbrYWay2NexCng4pLKUPmJ2KxqCkVGEhUeDjpCQmycRvip9FkMgRDHJkzMSBDQIjjAsTnB6YBuSQZT9FSBCHhhsnK4I3JE9G8WDE8nnsO/T//WASGn2h53ry9cL7RwEngIsBd0cE8gH5AS6ARVAwL41ZwMLXatuX5Pn0sZn83MsSDYPERxz8IIkF8jQWRkEyG6wHzvk5kDMxCZkUK8KJZQPwSHExUeDg6Mg/YLubtoskQI8LxvcmIBZH73PZu3kzj55+nWA4GZ0EkCd+/7CzLcgIkpzeq+Lg47t+7R8XKlXO4Z/5ijwFaaaIePVLcnaEBbphn9c0X1OwMAMaNG8fYsWN5pODDctGNiQgLU15E5KMlQhpLYCtevr5cuXv3sfXCYC2OiRAH38khFgDCX0GMSH8zwgAmXi8MYNKn5DKBgdwzp6Ai0wdxJoXe3F8hyC8Z0+AmPPGLqyiK95VaP8SWB3GmitiELwx73pgDCFu1Ijk0lBa3b1uejpOBS5jEQ5y5L1pMsQKC6R9AfxN0tzFZI54xb5QM3Ibnz8L5sDC2BgfTfsoU9MD5lSstWRAGTKLHQIZ7JJXHhZ5wnoIlQLqN8D7mbTwwZWE8ay5lHWU2FwuiTZwZIs6SSSYjliSGjJRZASFeRQvcvXmTOzdu0DgoiJ3//JMp9kQgTfLajcxCSWwhtnZ/FtrMy71bcGmcP3MmD63Yl+ioKJ4p5Fkk9rJEhObjTMlqTISJhQsXcvXqVfz9/QkICMBd8jBw4sSJHLdZZEVE5L17iouI/IqJyAuePj7E5EDoCDEB4jkUIHsBI7VUSMWDGMGFIAwKpQIDCb9yRbZdcbVDYSAUTOhis76wjY6MQUzol/i11Boi7Cf0RYtpwBYsEAGYxv1LQFKzZpTav/+xycPqYorDiDYvDzFdxzjgvHm7ikBJQemkmle0xzRirja9jAkLY3VwMD2nTMEBuLpyJZCRKiokEgsxBOKgT+GHKR6gxUJNEEdCv8CUhdEkKIhFwcGkhIdnmsXTkQxhJgiTOHN3i4uuWyomi4xwz03gcY7s20f9pk3Z9s8/wOP3V/FnIXwvhO3kHu7EsTJZiV5tNu9LKQpxEVF2iDdQGnu4XDRAsrnirkr+8eqrryreZpEVEfr0dMVFhKe3d6F3Z3j7+hIr6qNgPRC/Fv5KnxDFg6W4QJXUJSF2jUgFA6LjiTMBxLFHJStX5r+tW7M9F3EgoGDylx5HsKgIGSQ6MtIDheBOZzIPVNJ+CsWUamJ62vYDihcrxoGaNan+9dc4i85DOG9/8/81zf08Yf7rAtwG1gP914KuPNAKcPeC5BioDAyFTovgzH3Qh4WxNDiY96dMoRgQvXIlvpjcNuUxDeReZBZS4s9N+Gz6f/wxH372GSX9/Ljy33/MGDyY/eZCXlrgDXMa55zgYJJFAWuCYBDcCcJ1EmqACFYrQZB4m/smtTqJ/z8bEkKP/v0p5uZGvCQ7Stx38fdSLB7Fbg3BFYNkP3HQbG4fAm+EhvJ8mza53Dt/KAruDHtZIhLzU0TkNTjyCQisBBg/frzibRbJmAiDwUCKwiVTnV1ccHBwIFHhqcWzQu57KQ1YE6/TaDR4entnEhG2IAgDccChlozsBbmsCQHxk74w4GQVtKkDihUvTnxkZKbtxE+f0tLU8Pi1EGdRCKEHQqCnuFiV2G0BjwcGCu8JAY2lAQ8PSOjQAI87t3CLf2A5vjjzAzLcHs8C1c3HDwPOkmGp4BImVREbA8VrQi0d1DPtXxGoAjwIC2OxOdiybJ8+eJPhBSlrPobQf+m1cQa69ezJ53PmMH/iRHo0aMCV//5j4datlClZEkegd79+tAgKYnpwMDfNhaSEcxLaEoSC8L8w10is+a/cZwWZXSDCcu/ePSLu3qWWZH4KsYAVbixCrIYgGMUFsqRCBdF+csI4p9yPjKTEU5j5oDSJCQk4Ojri6JjVnSLnJCUlYTTmUwGGfI6J2LdvH127dsXf3x+NRsO6deuy3WfPnj00aNAAZ2dnqlSpwvLlyx/bZtGiRVSsWBEXFxeaNm3K0aNHc9YxIDo6mu+//54xY8ZYYiNOnDjBXRk3uS0USRGRmJiI0WhU1BLh4mK6XSYny1VMyD+yumG6e3igc3DIFBSjhKtOR0ZBJHEAHliv6yCHFnDz8EDn6EiCjMtFnIaYSkZApfiKC30RxIMXGQWQPMmchip1YwiDlTBfRElM81y8JGq/uDm6MrJhI/xuhoCbaf8E83Jf1B8PMspBlyajVkQ0cARYC3AKOGA+OdKBAJM14lNobj4/FyAsLIyVwcH4t22LS58+lMYkJKqY9sCXjKducUyCI/DB8OH8vnQp65YvJ/TCBaZ9+CHJiYm88e67dDaXsv7KXMpacFsIwaipotdy1gDxvB6CNcKXjCBVsbgTx7KcDAmhXqNGSJEKRen3WRwHkd13V+57l5MbVnRUFE7OzoU6QyM6KgonJyfcixUr6K5YJclsMXB2kStBlzs0mIqCpSicpl9YSEhIoG7duixatMim7a9fv06XLl1o06YNp06dYujQobz//vtsFVl0f//9d4YPH8748eM5ceIEdevWpVOnTty7d8/mfp0+fZqqVasyffp0Zs2aRXR0NAB//fUXY8aMydE5ChRJEREfH694my6urqSlpaFPT1e87aywFnQoh5ePD0kJCaTlwAojTXe09lr6RXBE/mlQzk2CaFs3X19SEhJIl/RRPHgIA4ycL92NjCwJMb6YBIUXmS0RgltG3G4cGQOYYKJ/zQMqtwF6A50gqmxVit8+byktacBkxo/BZFiINLfp4WKyRDxj7pOQTfIIuAbsj8Tk2zgMJu9gI0vQQ1k3U3yFN6bB/EFYGPuCg3Ft2xa3Pn1wxmThgAyBIj4XAGdHR2o1bMjhHTss83mkG40c3bGD9j170sRciVLIuRe7Q6TXWTxwiz/3aEwCShpTgsxrYf8rFy4QWLWqZRuhbfH3RJq1I64PIf6b1XdeakET1tlCUlISycnJhfpJvyj0MS01FYNej6urq+Jt2+NeLotUveZ0yaE7o3PnzkyZMoVu3brZtP3ixYupVKkSs2fPpkaNGgwaNIjXX3+duXPnWraZM2cOH3zwAf3796dmzZosXrwYNzc3fvjhB5v7NXz4cN555x2uXLlieXAGePHFF9m3b5/tJyiiSIqIuLg4dFqt4paIwhboI65ECeBhJXtEKXedVGAIiy03ewF3Hx8So6Jkq1gKg2OqzHuC+8IDk2AoialeQ3lMVoCSon08yOzPF5vIxQOnkNpYHEyjeXkgAFIru5Po44eXVygACWkm4QAZAuEhJqsEgIevSRc0xSQmPMzv/4fIinITTNLDBYq/CK8BL5qEh5e5r/eBO2FhRAQHk9q2Lc59+lAKk5AoT4bbRjwviG+JEjg4OBAbGWkJlNQDHiVLUrp8eb43T+ct/q4kkxGkKrb+CIuQChqLSTSJPwtbLVu3rl6ldJkyuMgMLGIBYQ2576zcd08gtzeqaHtUW1SYouDSSEpOlv2s80pcXFz2GymBQsWmYmNjMy1KWVIOHTpE+/btM63r1KkTh8yT1aWmpnL8+PFM22i1Wtq3b2/ZxhZCQkL43//+99j6smXL5npCtCIrIhwU9s+5uroWmCvDVmuEj68vMXYK/NRZ+V+KkIYpF3Cpw2SJSLShj9KnYsEK4U1G7AKYBuGy5nWVzf+L4zjERZkE073wF/O2HlpzQy2AVhBTvjKuhns4l46DmibLhhaTZ+IgcIOMjAfBxl+8tElENDL3w4BJeBwCU4AEmHttnq/B33Ss1zFZMoRAwgQgNiwM5+Bgktq2JbVPH6qYz08oMy62RAg/UAcyAg479etHiXLluH/7NhHh4ZaAT0FMiV1QeslfsUVBLiZBvK3gRhKeV8QWidiYGKIfPZKtw5DV4C99wLNm2ZJrS/za1htXUQlcLOxCJyUpKdOTa17RAE5OTvknIhSifPnyeHl5WZapU6cq0m5ERASlS5fOtK506dLExsaSlJTEgwcP0Ov1stvkZPB3dnYmVmaCycuXL1OyZEmZPbKnSIqI+Ph49Glyw1jucXZ1LXSWCKkJ2dPbm7jo6FwHmuWU7G7Y4oA5ATcfH9l4CKkZW/y0LbgdxFYIMA3J/mRYIoRBTbBCOJIRWyEgWCKEOhwuYAqkEPI8AyCmamW8nK+Z1EB5oJqpbSG48jym4MlkzB2qaG7D3IRQcTLBvO3eR8AxwHgeU1zEK+BeE/QgJLr6mvslxFx4hIXxjNki4d6nj8WNI4gjwVoT9+AB6enplDLfPDqaC0ndvXiRCHN9C3fRZyBYjuTcRQLS75WwvXAdhc8Bsr5B3Lx2jQCJiNDyuAtC+B4JokEcrCuHdL+8fN+LwlN+URA6SUlJilsiHHS6/HNnKBRYefv2bWJiYixLbuMICoqXX36ZSZMmkWYePzUaDbdu3WLUqFF07949V23mWERkF3UaHx/PoEGDKFeuHK6urhbfjZjk5GQGDhxI8eLFKVasGN27dydSMh/Ehg0bqFq1KtWqVWPTpk2Z3ouLi1PcP+fq4mIJICqsODo5kWK2lsjFMeQHWQ1MejLcGXLvyfnDIXN2hYA/JquDPxkVJIVgP8ESIU41Fea10JPZ9eEiNCaIiPKQaKiMe4VHproObU3rvc3t3ceUcHEfswB4ZD5YALj4m9wA9zHFEXib/0aAyYxxDOCBaWO6w0vwTEuTC0QseR+Z2/AIC6ORWUhUMWdtiC0rAOlpaVw+fpym7drRwTwXxg+ff07dFi04feiQxT0hts5kl0EDGQGcQl+iJe/b8v3Kat4HYX9pDIb43OQsIdYsD0IbZPFajqgiMECnpKQonvmgNMl2EBGpqam5tkRklaVw6dIlnnvuOcqVK8eMGTNMKxVyZ3h6emZanJ2zmxTANvz8/B4bAyMjI/H09MTV1ZUSJUqg0+lkt/Hzk0aQWWf27NnEx8dTqlQpkpKSaNWqFVWqVMHDw4Mvv/wyV33P8TiUXdTp8OHD2bJlCytXruTChQsMHTqUQYMGsWHDBss2w4YNY+PGjfzxxx/s3buXsLAwXnvtNcv7KSkpDBw4kG+++YaFCxfy0UcfkSoK1EtKSkKjUbZKhLOrq2WALghsiWvQ6XQYJHXPxU95hQFnHx8SRCJCOmBkFaMkTFBVnAyXhp/5r6/5PbGIEJAGbBowuR16A20bmDfyNjeqqUlKSnlcXNyhgrPJGtEMPPwzAiDjgDOYxYTwSG+2SDTCZLxwwzQAB2AqE8H7QOMWQLy5h7UgsCq0Ne0jFLUUxISHuVlPs0WiWNu21DEHWwrnJPz9Y84cXv7wQ7q9+y7bli/noy++wMXdnbU//mjJZMkOqVVJuE7ia5fT71CMeYCWfp6Cu0sIbpVL27QWEyFsJ80KstXdJqUoWCIMej1aXX7ZF3NHcnKyou4MMLmQE3MxC3N2WQqDBg2iT58+rF+/ns2bN5t2UsgSYS+aN2/Ozp07M63bvn07zZs3B0yun4YNG2baxmAwsHPnTss2tuDl5cX27dvZuHEj8+fPZ9CgQWzevJm9e/c+Vr3SVnJcbKpz58507tzZ6vsHDx6kX79+tG7dGoABAwawZMkSjh49yssvv0xMTAzLli3j119/pW3btgD8+OOP1KhRg8OHD9OsWTNSUlLQ6XTUq1fP1EkHB1JSUnByMj2nGQwGEhMTs50YKifotFrS8zkzI6foHBwwGB6//SplkcjOP20LDk5OpKWkyNaCsIZg2nYjw5Re3PzXhYzBSDC5u4j6KgyE4jgNsdkcN2A00MMd6AvcJTm5BM7O8UBdKH/UZKHwBfcwU3sRZGRfRAMlhTxNX5OoKWl+eR+4g6l2hN95gFDgK0xxEXvhzGXwNXlDAjAZK+IwxVKEYSpk5QI4hYWhDw4mcMoUXgS+N1e2xHw90l1dOXnsGJUrV2bZ9u1cOHWK/73wAo/u3bN6b0slc0ExMWKBIrYWSBFn8MgRHRVF7QYmlSauSSHciqQuCWl8hq33ZfG+OSU1NRVHJ2szxRQO9Ho9DoVcROjtIHSENM+cIs5SAFNmw99//80PP/zA6NGjiYqKomHDhtSpUydHT+lKEh8fz9WrVy2vr1+/zqlTp/D19aVChQqMGTOGu3fv8tNPPwHw4YcfsnDhQkaOHMm7777Lrl27WL16NX///beljeHDh9OvXz8aNWpEkyZNmDdvHgkJCZbrYAuCGGzZsiUtW7ZU5FwVt4i3aNGCDRs2cPfuXYxGI7t37+by5ct07NgRgOPHj5OWlpYpyrR69epUqFDBEmXq6elJ//79KVOmDP7+/nz00Ud4eHhYtjcYDLi5uSnab61Ol3+FT3KAWDJozUJHThgXltukVqvNZC0RCwlxgSGxK0MIrBTSNoUaEeJFWmBK7osrTWnUImqYEpgkwABSUjxNlghqgV9V05zfgSbRoiVjGvJozBkagsXVrHKE2IU083Y3wKQMjJGYLBHeQENTEYgDsBlTXYkYTHoljYzJr8AkStzCwjgUHEy9tm3p0acPwjexae/eVA8K4qvu3elSvjx1XFzo0awZZ0TmW73k2mQVqCuOhxDPYyG2EFkTDtLvXHRUFN7e3jJbmpBmF8m1ZS24U9qGtdfZUSQGaIOh0FsijAYDWoWtv0COZ5S0JUth0qRJtG/fHjc3N7Ra8zcmny0Rx44do379+tQ3F2QbPnw49evX54svvgBME0iKZzGtVKkSf//9N9u3b6du3brMnj2b77//nk6dOlm2eeONN5g1axZffPEF9erV49SpU2zZsuWxYMus8Pb2JigoiM8//5xdu3Yp4sJXvOz1ggULGDBgAOXKlcPBwQGtVsvSpUsJCgoCTFGoTk5Oj918pFGm48ePZ+jQoWi12kwCApB9Gs8rGo0Gox3aVRKtTkd6FgGl9vaq6q38L0aj02EU3RiEwSo7hKdWwSrhIlqEVE3xxFrS+gPSYEGhzQx7f3FMIsIbvf4ROp0PJssBlmhN4foZMA340ebFUv3J3EGhSJMeUzGpRMiYhtQz2dzrEuBaFkrfpSQZ6ZvJmDRLA0zWCcFJ5wI4hoXxa3Awb06ZYjHBV3vuOdaMG8d9cxaG9FoK8STiAlUCYjEl/ezE1ysrF1NWpCUnW33KLywR20XBVaBPT0dXyPtoMBozBmSFiI+Pz/G9PKsshYsXLwKmmgf3798nNjYWZ2dnvLy88r3sdevWrbN8KJWrRtm6dWtOnjyZZbuDBg1i0KBBOeuMiB07drBv3z727NnD3LlzSU9Pp1GjRrRq1YrWrVvToUOHHLdpFxFx+PBhNmzYQEBAAPv27WPgwIH4+/s/lgebHV5eXrLrDQYDyUlJeCoY6OPs5IRWq7VLQRVbEet8aUCZDnBydsag1+Pi6ooO04cnPDU6kXnSJmEwdiBzNLyDaJHm5Ms94RvNi9h9YDTvL/RXePrVAjpHRzQODji5uqIRrU/GJATET8oO5nXiqolCm8ITajoZg5zR/L5wPRzImDvDxbytxvzakqXgaN4xzcn8rhsGQxR6vQtpaT5wMQScXMEVdK4Z10tsck8TLpwGcAddUkaFTwdEpaqFdBVLzUx3cHXFyTVDEDmam0knw01zCVOtqhPAxagoIqdPZ/y0aQD8/c03JEVH42m+nhoyhIRwnnrzKYqFgfh7IUZwYQhtiEuaC6epE60TPh/h8xDHLZSrVIkSpUpZfjMaMgSgs2gRx+1oePw7JbVKSZFar8TWi+xshw0aN6ZugwYF+rvOjg6dO+Po5MSa334r6K5YpX6jRri5uXEwlwWJ5EhISmLz5s288cYbirUp4OzsTMmSJWXTGZ9mBDfG2LFjSU9PJyQkhCVLljBjxgymTZuWY8sQgMaYBxu+RqNh7dq1lpnBkpKS8PLyYu3atXTp0sWy3fvvv8+dO3fYsmULu3btol27dqaoaZE1IiAggKFDhzJs2LBsj/vLL78wccIEZs6alduuq6ioqKgUIK+++iozZ85kxIgRNu+TmpqKm5sbf/75Z6YZKfv160d0dDTr16/PtH1sbCxeXl7EvA6eeTDVxqaB158QExODp6dn7hsqBFy+fJk9e/ZYlpSUFIKCgmjdujWffPJJjttT1BKRlpZGWlraY2YvnU5nMVs1bNiQ/7d33vFN1P8ffybdhba0QClllrL33lBANgooKqhYRUDhxxARZFjZS0BUFAeIovJFHIiobFnKXiIbpWzasloodDfJ74/k2k+vlzZtL00K93w8Qmhy9/l87pLc53Xv9XFzc2Pbtm0Zeannzp3jypUrNkeZ6vV6bt64wZDnnlNt7B27dKFOgwZ87EBhomSJEP3KT4eHYzQY2PC//2XJxc/NEuFu5W/prlt+Fyoi3QFKd87Jwv9TyWopMACPTZzI+f37ObVzZ8YdulTTTayiiKW/YphLMJTCnNJZHqiI2fHgL/R1D3PyZDTmapG3La/FYQ6CvI3Zm+Bi2b898BxQrz3wf0CPCsCLQBm2bw+gYcODBAQsNQ/ktxT4DI7uhhWYC06BubjUMKBebcwVLx8AW+GbZFiJORaiJvA68NhLwOJiwLeY8zF+gysjYDis3A3LgeuW7XtYHmAOurwNbMNcPbvMc8/RtG1bVsyfzxvz5pFw9y7ndu5kx/ff84DMstbS9VC6k08Gksi6Gqpk3RFTYUX3hcGyjR/mOI9Sls/CBbN3Js4ytjgyFzYT26tasybhw4cz0XLhkSwRxQAvMi0SoiVC+j6I3yN7WiLaP/YYjZo04UMp1c8J6R8ejslo5AchoNbZeP2tt/j7yBH+lGUQFARXnY6KFSvmaR8xS0ESEVKWQo5mfskEl1/snJ1RWJQrV46kpCQ6dOhAhw4dmDBhAvXr1y9QtmOeRURuUadhYWGMHz8eLy8vKlWqxK5du/jmm29YtGgRYHZRDB48mLFjxxIQEICvry+jRo2iVatWtGzZ0qYx6PV6EhIS8FAxhiElNRWT0ejQWhFKKW2iiEhNScHVxYXkpKSMC670bMJ8cZYmDpPwkH899JbXJNeA9PvSK2wrD4aUBIX0kCaBjG3S0jAZDKQmJWWICB1Z0/5Es7sOs4hJxFy8SXpOINNNoccsGO5jnigTyDoRpQttQ6awAXBLwDwTpv8LXoeAGri7N8Ro9MTNrTrEHDSnSkTDnSTzvsUxx1CWx7K0hivm2TkWEuLMQibe0kcpIBRwKwm4VcM8fd4A/oBzSfAXnE2GNpgX7DqLOWW1CtDW8vlcBA4B5cPDadimDbPefhudZWGcX2fM4ImICFLT09m4cmXG8UohGtJ5kB7SZyZ9rvKJWfqcxNiKFOEcplvGJIlEaSEvJRHh5uHB/fv3M34zYp+Q6bqQrwmSYnnIA2Hl33n5mJVERG5XAKPBQGpqqnPXgLEsROXMYzSaTKQkJ6s6Ru/ixfMVC6JGlsKjSunSpTl79iwxMTHExMRw48YNkpKSCpSokGcRcfjwYTp27Jjx99ixYwGzOWnFihWsXr2aSZMm8cILLxAbG0ulSpWYPXs2w4YNy9jn/fffR6/X069fP1JSUujWrRuffPKJzWPQ6/V4e3tjULHamdFoVD1wSG0MBkNGmquIdDda0NAs+cU8PxgNBlwshXOkQMgUMgWPWDdCQppMpNhEqb6TlHUgjeuu5X2lstviip7S+UiAzFW1bgH8ChVr4+lZkZSUO3DloLlu9QHgnLldPZm1qapirgmBp6XjGHMlyxuWMfhgtphU88Zc2zpjOa2TQG/ouQ4GJdDnU5hqaaIC5tTOSmQuLV4KaBAejltYGNMiIrgVHU2wxYcfGx3NzxERPDlrFinAhpUrc5w4JQEhrSsCyrVExPespYDKkW9XQljLRcqwkY9Fai+/3yn5seb1tsHF1RVDEQiYLuyF//KKXq/P1eqT33bzSv/+/bl16xZTpkwhJiaGhg0b5p6lUMiBlc7KsWPHuHv3Ln/++Se7du1i8uTJnD59moYNG9KxY8d8FZzKs4jILeo0KCiIr776Ksc2PD09WbJkic3LpMpxdXVV/QudlpqKm0rVx/KDLT8lpVztjDtu1UekjFSvwRopDx7gVbx4RgqktTbEZ8kcn4BZKIjiwwPz71eqriiKCDElUTLxi6b+NGD7aej0vqXh3kCF03jo/yX55h2zarkAXIeraeY/S1j2rYdZEniWsDQUA5w3l7m+innbYMyOC2oDC4HGP0C1UMy+j2/gxwT4Gr7HvD6XJ+bMjBqWNoItx3kkPBzPsDC+iIjghmU5b/H7cMeyjPgLs2ZhAP5YudLm4ktyAaGUMilatCRyS70E86qyd2XVScUAUqlfpVoU0vdIL2xnjYJYkov7+JDg5OszuLi4OL3QcXd3J1XlZbsTExNxdc2fRz3PWQqaOyODEiVK0Lt3b9q0aUPr1q1Zt24d3333HQcOHCgcEeEMFC9eXPWaDslJSU4dwQ3mu3zxRyfddToLLkBSXBzessWERCuEUjqhJCKkmAbIWlgKMk31kohIJevEKMV2gDlm4qilnx7STrcwl6VOBM/0WJJTAsxmgL+AfzJrNgSRuV5HFTCbG1IxC4hkcyXLKMyWilvALqDBYag5BahWBrMMOQA3N8Bi+CnRbOiQ2o+y7BeG2TUTbREQqyMieGBZjVMsES2Z8WOjovgqIoJBs2bhCmy1+M/TMIsvW2utivES7mRWzrT2Pcop/bNEQAB37tyx2pck6qTvqSj6pMwUeeqpaK1SA/+AAGJzGKMzoFSJ1tnwtMMChR6enhQvXlzVNjVy5ueff84IqDx9+jQBAQG0bduW9957j7CwsHy1WSRFhI+Pj3lBGBXbTEpKwkPlsq62Ir+AK8VDACQ8eEDFKlVUcTvIEScS6WJui99ZtIAYgcS4OPwVgqXkLhf5MUvuDKn/FMvf0kQk+eXvkn1i8yHTAiFOVFj2IR7z7B8AeINP8WtcTKxnVgA3gFjzdtIiWBUwC4kSkk8lCvAwC5rSlsd/lufGQM3GwONgDsWMAVbBfPOfLXabxchVzAKlKWZLxB0gPTyc22FhJEZEEBUdnbEcufi5Sq6eVOB2VBQrIiJ4edYswCwkRMEhTczWAhTlSIIlALP0kXtFc5vMy1esyIl//lFcqVM6ddLYxLiG1BzGZ831oVSjxBaxUcLfnwtCDJczUtzHp/AWosonnnZYoNBgMGSrAWQ3NHcGYK6M2b59e1599VXCwsKoV69egdsskiKiePHiZrO+iibAomCJiIuNxc9B6wDIz7R8tUmwFF+KjcVbNkbp7lJ0Y4iTgvjefTKD7+LJujCXuNIkZJ2IpDgAuXsnGbhkhMo3MM/knuCXEEl80xCM0Xr0F4xI96nlhP2TgYQ0KBZrfvFOmrmWwz+YZYIP5vW7huiBV4FmJYE9mKfjMlDtBkyETzGHXRSzjP0GZiFUPDychLAw7kVEsDE6OiOAUXTHSMcsuoXuREXxbUQE4bNmYQLWrVyZ49LsSsgLdslFhxSXcous5ztL2y4uVKhcmUuRkdnek0pgy4Wj+LcUqKnkNhH3kX9P8ooYt+GsFIUxetphgcLU1NTCs0Ro7gyAjPVF1KRIiggfHx/S0tIyCveogT0WmMkP1u7CXIAHcXH4yVwFkL/fhvSbysnioOTHlpAbNqV9JRFh7YIvTlry4EowT6CSy0J0UeiF5/tCG+L6EB5kvRs3kFl5khgyFq3w8Y2CJkYe3C+Pb8IVSrqBMS2z3wDMk34xy4FewGx5OIw5TdMTc2BkZ+AvI7TbDLS9A3U6Acfg5+PwKXx8NzNI8xZmK0RTIDE8HFNYGPcjIoiNjs5YfVQ6flEMSVkT4vm7GxXFNxERvGgJtvzZ4tqQxJhctIlI50yK/hGzfOTiTkL6rMXvWXDFiqSnp3MjOjrLtmLqqHjdFoWELWJAyfIg/t9WQVHC3584WdyGs+EfEJAttsTZ8PTyIkVFEWHCnPFRaJYITURkYDAY+OWXXzhz5gwAtWvXpk+fPvmumlpkRYTaJDvInZHT91oe83AvLg7fEiXMOb02xoRIF3XR127L70l+ZytN+mKqnRL34+LMlgjZGOUBdNJEKbom5HfdolgQswikLArp03KXvS/dzUsZGveAC/ehygHz+7oKRvxiLhJXviq+/17BEJuZBVJaaPs+ZgFyDHNVyQuYi2ffJXORqXYdgZFAnXLAJThxwbxkp49ZjCzFkhhiGbdbeDgeYWGkRkRw0TIB3xWOWzpe6dgkN468+uSdqCg+j4jgVYuQWG1xbUhIqbFiIKz8c/PFXCOiBFlXArXmchKpFBrKpQsXrMYmiSJV6dIkxsgYhH3E/qXvhlxw2oper8fXz8+pJ2hpjHFObInQ6/V4eHjYJQW10ESEBgDnz5+nZ8+eXL9+nRo1agAwd+5cKlSowPr16wkNDc1zm84Ul2czkglMzdDK5ORk84/FwdYIpQlauqjei4vDxdU1S8W0vGpHceKW13+Q3Ag5ZV/kFLUvxUToXVzw8vXNsp00OUoxDhJS+WhRZKRiSc+0PN8nc1GseDIDCSUzvhhgKRbWMmKe/P/CLAQOJMKdRLh/DkodOMGtqo3Mdnsy4yF8ME+oiVgsGGSuJCo9V8ZshWgXDDyFJUUjxjySZGCxuXDV78KxVQJ6hIfjExZGXEQEF6KjuQfsICN7FBcy1wqRkD4PJSvR7agoFkVE0LZTJ54dOBAQ1hsjqxhwsZybnBZqk0TXHaxfGKQ26zVqxOnjxzNeVypspfRdkbZRqokijkPuxpALTlvwK1ECvV7PPUvNDWfE188PvV7PXSceo6fFzZuiYmCldO3O7/LT+erQWICH863NmC9Gjx5NaGgoV69e5ejRoxw9epQrV64QEhLC6NGj89VmkRQR7u7u+U4NsoYUNFRYcRHyC6mEi2wbkbTUVBIfPMgxLkK8qxP/n1NcUZqwvbT8g9IjVWFf+d1kaloayffv46XgdpHuSsVFtqRjFP8vjSlZeJYKUaUIr0uTqzjhSBNmCplBmMmYUyxvYY5JiAF89x8ipl5jkl1dM9xF4gRrwDyZniUzrVOPOUWzLeYgyYxVte5bjuDUZfOSnfGZbhVLGAbtwsMpFRZGVEQEMdHRXLeM744wfum8iCmR4mcjnUPIjDuIiopiTkQE7S1CQhIQUqEuT6FN8RxJYkv8/MTvnhQPIQVBigGcHq6u1GvcmL8PHcrYXl7/Q9pHFBdiOy6yNpWw9n3Niysj/t49p67BUCIggPvx8U49RklEJKuc4unq4lJ4C48ZVHg8BOzatYv58+cTIFyfS5Ysybx589i1a1e+2iySIgLUrxVhMBhITEjAp5Dqouc3JPSeLC4iL3dn0m8hWfYQhYISUjqlUfasFBBnBGKvX8/I0FAamzS5iA/InPDEiVJ6lsSEOF7J3SBZKsR4CLHcslTt8hbmJI1bQExkJPqUFCJr1+ae0Haq5f0LlueTlv+nkSkygoGwAKAPZiuEJ3AnwTzQa3DhB1hF5pLhfcPDqREWxl5LHYi7mMXFHcvYpFLWYoEo0cWjdJ5FsRcVFcXsiAjaderEEwMHZqn0iXBO5G2AWQdJ1o8EYVv59uLrVevWJSEhgWsXL6KEteut3IWRHwGRFypUqkTUtWsqtGQ/ikI8hK+vL/fj41Vd5dgEFNPSOwsdD0uVWTkPHjxQLGRoC0VWRFhb4bMg3I2Ly1iC2Vm5FxeHr5UxKlkeJDeFOPkqIU2gotVBeij1I94hy60ctyIjKRsaalVAQKZFQl6cqBjZ78jFL6kkaBLIKn5EUSPPbpBqUERiFhH/ACdNJjh0iKgWLUjALBgSgGuYrQ8xZI1TAHO8RDOgG5Z/rmJWMTHAH8DH5sF6Y7aaHAC6h4dTKyyMPRER3ImO5g5mq8g9zAIl2XLuxIqb0rhF5BkU8m1uREWxMCKCFp060dPi2pDOsbiv9HlJsRJS/9L2d8kUZtb6b9KiBccOHcpiHZEXlJJ/9nLXijR++Y2eksUsvzeBlUNDuaiQPeJMlPD3d+p4CLBkj9hB6BQvLFcGaJYIC48//jivvvoqBw4cwGQyYTKZ2L9/P8OGDaN37975arPIiojAwEDV3VRxsbH4K5jh7UF+T3x8bCw+CiJC6W5VLhrE1yTBYC09ELJbLFIVtk0jq7lcj/kuv7QQoKPkF5eepZiIjGwI4f8lMN8pu1v+lt8hy+/IRdeGFEAqFWO6hVkg3Me8cNZd4M6uXSS2b88lNzfuklkIKtay3T+YBcV9zFaFupa2YrFs3NbS6WXMQiIRYpbCF5Zj6hweTt2wML6PiOC2pRLlfcwZHlImiCSSRIuMZHkRz5coMKxZg2KjolgaEUGjTp3oOnBglnMlCkppPw/MgscNZbEojUFyfQB4uLvTvH179u/cmW178XMVxaWSK0NJFCmJzpyESW6EFAER4W+nCVpN7CEiTBRyUGVB4iFy8gUXMRYvXkzVqlVp3bo1np6eeHp60qZNG6pWrcqHH36YrzaLZHYGQOlSpTincpt34+IoUUgiQglbvIPWLBHSd9xAVrO43BeuhJROKV3wlS7wYI4zkF/U5eWt04DoyEg6Dh2KwUoWibx9Kd3QiHlSk9alSBC2kRYXg6wuHOmO2o3MGAjItHBIf8eTeV7SMFsCjKdP43n3LpfatCF2p3nVUeme8BLm+AnIFFGJQEegdDXMpa4vWAZyCbNZwbLdDaBEeDg1w8L4MSICl+ho0sgM1JSKailN0pK7SURyN4h38JIYkD4zSWRIBakGzZqFDnOJbEk8SEhtiddGF8zCRlq/xFpGRZO2bYm7fZvIc+espoRKY/bE/HlK45dcGKLbScwekVMQAaHX66kUEqJYx8KZKAo1IkoEBKhuLTFCRnaAhv0xGo0sWLCAX3/9ldTUVPr27ctLL72ETqejVq1aVK1aNd9tF1lLRM1atVQXh4XlzijISZeEjuhKsDVyXR4oac0KIQYxig/IOrlIVgDxDhfgztWr6PR6/IODrUbpiwF4RjInnGJkxiv6kpktIfr5RREiZXLcFc6BaJUQrRXS+htRmOs+nAYubNyIx+OPcxJzqezrlkcsZuFxx9JvBcyWiFuQUW+CZMymivPmnY5thq+AEIuAWB0Rwd3o6IxjT8RsDUnAbLiArG4McfyiRUV07yAcE8JrYr2Mu1FRrIqIoF6nTnQQLBJyt4/oRpL2lZ4TyB634AJ0fOIJdm7YkOW1vHyfpTGIVSuVBEtBrcfB5ctjMhqJiooqYEv2pUQRiImwh7XEBFSqXFnVNnPkEXdnzJ49m8mTJ1O8eHHKlSvHhg0b+OWXX3jiiScKJCCgCIuIcuXK4a7ygll34+Lwd+KYCANwLzYW3xysJUbMF2i5+To3l4WUNimWnjYobCdmTEjIhYTBaOTmpUsEhYZmtGMty0OaJCG7kJAEhLfwXknLa1JtCGms0rGL4xbdHNLf0nHGWv5/Zvt2XIOCuFe/fsYk/w9mkRFrGVs8ZpFyC8s6nRXITNv4A9gKXICbQGB4OEFhYayJiOB+dHRGWqg8LVWyIEjWEUlASG4jacxusmel2AGl9NlYy6JdjSxCQoxvkVJJRSuSNMYEsmdNSO3WaNiQgJIlOWDFlSEKHjlKFi4pfVUugNW4XoeEhnL54kVVgwHtgX9AgNMXw7KX0ClXrpzqbVrlEXdnfPPNN3zyySds3ryZX375hd9++43//e9/GFX4fRRZEVG2bFnV0zzjYmMd6s6QI7ooJGKuX6dshQrodLpsFoicLr7SxC8VL5LXWZDEB5iFhCQslBZ3kmdJyPuRXBpBsrgI0U8uIU1+0p20JBZ8hOdymFMqi5E1ZVEp4+AumVkbokVCjAOR3o8CriYnc3DtWmoOHMhpzLrgMmYBcRez26M05toQUuXsDIVxGgzn4HoifJUIJyxpnN9ZsjDkVh8DmS4a6ZjlcRCi6AGzv1Ge1im3VCgVdTJiFhJfRkTQtFMneluCLaW+pc9aWi8jWdg/UXhfKtql0+l4/MUX2frzzyTZkOonujKkY8wtJgLUu+ErCvEQOr2e4PLlnT6DxB7Bn97Fi1O2bFlV29SwzpUrV+jZs2fG3507d0an06liqSvSIiJR5Qpqd+PiCi2wUomcLqDSe9euXMHV1ZXSVn6AoiBQSt2UWw0k60My5jtDMQ4By3uimBAFhSRK5DEKeuD6+fOUrVYtm0XDIHuWEL+IUlCl3AohTUjSBCxVdhQzDRDGomSFEa0U9y3H9edvv+FVqhSBrVpliBDpPHhi1gsxmFf29MaSvXELbt0wr+F1FvNiWsFhYXxrKWUtWl2kc3tL6FusnSCOVRIbEuKdveiaEc+rNXeAAXPWxicREbTs1IknLa6NNDJjFkTBIqXKip+xEfO5btSmDcX9/Phzw4ZstUxEK0ROiJYWMVtDfLa2X16pUrWq04uI4OBg84W8CIgItS0RBqOxcEXEI+7OSE9Pz7asg5ubG2lp1mzUtlNkAyuDg4NVX4Tr1o0bBJQsiYurq8OKv8j90NneNxi4fukSFUNDiRFUpLSf/GIsd0mIAZTyvqQ6AdbKFSfIXhMD66SJRxIUF48f5/H/+z9cihUjOSEhW+S+0m9SysCArKb5VMwTXgqZQuIumbUhRAEjphsmkPVOWLKCiHfyiZgXAtq4ejWdBg5kz6FDGZ+9C2ZXRiXL2K6Sue6EdOZPAynh4ZS3WCCuCWtJSK4M0cUkBTTKC2uJwk6ckN0xrw8jxrDIrRVKnxVkFRILIyIYN2sWLsCOlSszXBmeZFqd5DU6MuI1XF3p+cILbFm9muTU1By/o2Laroh03NJ+olvHINuuoNfr4j4+VKlWjVPz5xewJfsSUrUqly9eVMWkbC9cXV0JKFmSWzdu5L5xHkhKSiI4OFjVNnNEKTArr/sXYUwmEy+//DIeQghAcnIyw4YNy1I19Oeff85z20XaEpGalqZqmued27cxGAwEBgaq2Gp28vt9lH4DlyIjqaBQ41wMzBMrO0p3w3KkbaRJRI5kgZCi9sUxiJYJeXxEKuZzefPqVWo0aZLlDlq0GCj5w+UVDaUYiRJkFm8S73zFeACpTakPcUKUJnLp7l+660+wnIed27aRmpZG56efzhift+XYr2K2RBgxezKiMNebOAwYw8MpFxbGyogILkVHZ1h1xHHIVzoVAwqlbcTzKB6PvHql3FIhBlvKb5pEN1dUVBTzIyJo06kTvQYOzMhoSSXzs5XiRNKE/QC6PfssyUlJHNq+PYtgEV0TSogCTn6/Yy29U+k6n9eLVMMmTbh88aLT118oCnUsygQFkZqaquq5lBbfKlRLxCMeE/HSSy8RGBiIn59fxmPgwIEEBwdneS0/FFlLRMmSJdHr9ZiMRtVW8jSZTNyIjiaoXDmiHRjVLd7pye9aAS5HRtIyLCzjffk2Shd10QQuTbxifbJEYT8xCE56TbRSyNuVxiGiB84cPEiNpk05+uefGcdlsPQrmfTFGwQD5klb0sWiBUF+XC6YszekO+g0sgoQMSNB3Ee8kzdY9k0BjAYDyxYvZvLcuRw5cIDoixe5jzkWwxOzkEjGLGbuYnZNhIaHUzIsjB8sa2FIk7Fe6EtKKVWyvkjWB/EcyMcvvSe5AuSfo9SO3JUgDy4FiImKYklEBCNnzcIbOC4s2iW5MuTnuEJoKB369GHxhAmkG41Wb+bkFUjl3zXIKpbEqArpeyD9v6CWiMbNmnH04MECtmJ/QkJD2fXHH44eRo4ElSuXxeKpBibA3c2NEiVKqNquhnW++uoru7VdZC0Rer2eCuXLqy4Qo6OiKFuYZrY8YgAuRkZSoUoVjDpl+STFKSjFREhId+HS5CGf5KQ0T+nOWkRK+RRf15M1PsKIRUQ0aQIuLhmfk5hBIbkc7pJZmhrZ+6LrwUBm1oYUECj1LZ/ApO3FL7hBtq08luLqhQtsXLuWIaNH4+7qmrEIV4xl3xgylwUvZcnCWBYRwcno6Ix1JsRjFOMXxOOXu1VES4U8i0E6BwkKbclFk9zyIm0rWj6iLXUkanfqRBOLRSIe8+fsRmZqJ5hN2QNHj2bbmjVcu3Qp2+SeUzaGPJtECfFzVutC5OrqSv3GjTkqrOvhjOj0eiqHhDi9JaJscLDqIsIIlCpVyrwacWHxiMdE2JMiKyIAatasqXrVypjr1wlyAhEhN0uLYun61au4ubtTOigoY1vpjtZamIxoXk8gu4tQvEtMlO0rZmuI7xlRdmlI6YRXL1wgNSWFSrVrZxEE0jgShfHK3R2i31+6o/Umq6jA8rqY5SBObKKPX3pPnMClbaWiVEbgl59+wmgy0ffllzN+HLGYXRiS0AkJD6daWBifWBbTkiZ4USCJ/Rhl70vnRzoXInJrj1IWjbSd6PaR/5Cl8ynGYmA51oSoKH6OiKB6p040FOpI3Cfr96z/K6+Qnp7O1jVrkCPWrZD+lgsZCSWXjZzcbgZsvVDVqluXxIQELltZ18NZKBscjE6v5/rVq44eSo4EBQerbpU1AY0aN1a1zVzRRITdKNIion6DBo+cJcIIGNLTuXbpEhUsdRiUtpFnB8hjD8S4CWspnFJMhLivUqaGGAMgujcMJhNnDh2ibvPmGa9B5u9RPpGmYZ6wpYyQu2TPHpEmR8nf7knmHXkxy2tigKb8Ll2a/CSLhXSOpNcN6eksnjePlu3b06xz54wiVrcwWyJqWxbT+tQSA3GPrEJAnqUgiie5wJC7aeSBjQDpwvmFrCWkpb/lmQ6S6EqT/S0FPKZhLki1NiKCWp060XzgwGyxFp26daNJ69YsnTePNIMhy3VUtGyIAk48B3I3jti2KIjkYy8ojZs1c3orBJhdGVecPKgS7GOJ0Lu6Ur9+fVXb1HAcRVpE1KhRAy+VF3GJiYoqFEuErfE6SoFyYA6urGQJrpS2ScW6aBYFhfzuV5qgJeEgigYDyhYKa0GV8syB4wcPUrtZs2zmfGkMyZjvgGMxm9WlMYgiRiKVzDgOeZyBmG0ixQiId+l64T2EbaR0UWlcLsCNmzdZPH8+zw8ZQrlatTKEwmOWtTA+jIjgcnR0FhEgN+uLgkHuXpJPrEoBivKYBml7d+FhLbBRFC6idUQ6H1LmxN2oKFZbKlt2F+pI1K5Th/6DBrF0/nzu3bqFHEk8yK080mcgF4aSCFT6bip9V60FatpCUYqHcHZXBkDZcuWIvn5d1TbdPTwKv+T1Ix5YaU+KtIioXr06BpWVfHRUFAElS2bLqXUmjGSKCGvuC/nEJUfKGhDvVo3Ce5KwSJHtI4+FkASBXExIE8Z/J07g4+dH2SpVskwikiVEtJpIdSokwZKI2QJwl0xXivS+ZD2ArFYH0cqgNMlKd86icJCsEGImxOmTJ1n11VeMnjiRUuXL0ys8nCZhYbxvcWEg7CPVqpCb+MW4hJzEg7xwliiy5K4beQCjvPCW+JmLKaOihUQvbCcFWzbt1Ik+AwdSvlIlRk2YwPdffknk6dPZ+hfHKYozOZL4FC1TShYrJfJrOa5StSrFihfnzMmT+Wyh8KhcpYrTiwjvYsXwK1Ei4/uuFglJSVSvXl3VNnNFc2fYjSIvIhKTklSNi7gfH09cbCwVQ0JUbDVnbJFB8u/ypchIKlWpkqUNI9a/70oplmJchOi3lpAma/F1aVKUJnPxjlM+OaQByampHNm9m9ZdumQ5FulZjImQLBH3yVya+77sIWWRSKLDIGtPtCjIM1bE8tKiJUIagyQwpMlx++bN/LFhA+8sXEirjh1ZZCkkJd2JSyuQKsVfSJYfayZ9UfDI4xrkxyRtL9ZgkPcrrUEifZdSZfuLVhcJydpzKyqKRRERtO/cmXfefZctv/3G3i1bFL+XopCRiwpp+2zfAbIXAhPHphYdu3Zl719/qVJAx57odLoiISIqhYRw5/ZtEh48UK1NE2AwGgtfRGjYjSItIgIDA/Hy8lLd0nQpMpIQhToMzsTlK1dw9/CgjGWRKzniHb58QoLM4D4lK4I8tkHaV6w7gfB/cX+5ORtg95YtNG3fHncPj2ziXqzoKK9bcV/4O9ay/X2yWiOkccjPgbVjFydBSUh4kHVyFSdrLw8PTEYjer0ebze3jNgCaT+ltFfRAqEk6pTu3K2Z8EUrgmQbE60QkFV82GKFkKwC4mqiJjc39C4umEwmPC0FaeTHpWQ1kfqV/y22L70viT4p9bUgbgs5np6etGrXju1btqjYqn0ILlcOFxcXpw+qtIfLxQgUL1aMkiVLqtquTR1r7gy7UKRFhE6no1KlSqpnaFyMjKSycJdfGOTlu2rAHAB45uRJGjRpkvGa2I61PuTZDZApBlLJOulKr4kWB9GiIW8jWba/9Lj033/E3rpFgzZtsozFKNsWzBPNPTKFg+TWkCwRkrgQzePisYsuGvGYxfcl0SNZNCSXhvwu/+nwcFqGhbHozTfZvX49o2fPpn6DBhkluN2FZ2R9SOdUtI5IWJuM5dkd0rZKLgzJqiAPxJRbP0QB4ib0IZ2DRCC0USMmzpnD5nXrmPHmm7S2uDZE5GJJqTKqJBDEY1VygYnHqhat2rUjJirK6Zf+BmjQpAmnTpxw+qBKe1hLTECZMmVUbdMmxB9Xfh7O/VE5lCItIgDq1aun+ud70QksEbYIir8PHaJhs2aKlgbpb6VJTGxfbnEQLRjIXpP3IxcYov9f7MMI/LV5M+179Mg2FtENI1kXUsmMxUjAvBx3KpnLfYsxG4lkCgqx3oKYnSK2Ld2Zy10akFVIPGMREJ9HRHAvOpr9P/zAxuXLeWHiRNo8/njGdmIchTQu6RyIxypmNFhbeErpeiW6PFxk/5fXwJBbX8S0TvFvSfAlAG1692bYW2/xzeef89tPPxETFcX7ERG0ki3ahdCG0vjFY5VbQyTkAi8v5PZb6NyjBzuKgBUCoEnz5vxdRDJI1BZlRqB5ixaqtqnhWIq8iGjZsiUeXl6qtnkxMpJy5ctnqTNemNgqiv4+dIjqtWvjLWSoWIsDEl+XX9yVXBBKk5I4Ocq3TZX9Xy469u3YQZngYCrXqKEo9MVsAsi0OEgTXqLwnEZmFonYl+h/l/6WlpuWJrlEso5NOg4x9bN3eDiNw8L4IiKClOhofDHf9Ufu3MkPU6bQ+qmn6D1qFHpPz4yMD1F4WauFoOQGkAsH+WcvCR65mJC/L7/Rko5J7vqQBJW7pyfPjh5N5z59ePedd9hvqSrqgnmtjQ8si3b1FYSEkoAQx670OYqxIfL9xOeCULN2bUoHBrJ7504VWrMvxX18qFazJn8fPuzooeSIp6cnQcHBqlsiPL29admypapt2kRBrBBKF1SNDIq8iGjSpAkGk7oOjbjYWOLj46lYubKq7eaHnNwcd27d4vrVq9TPpXCLte+//LdhzYev9Lo4cYoThpI7AyAxOZndf/zBY088YXUckiiQJmExqFMq6CTWqJD6Fv8vn7xEy4V8bJB9Qu5pERDfRkSQHB2dEfvgjXkivv3ff6wcNw6/wECGf/ghFevVy7CaSOMX25cCJqWgTaXqjkayupLkKJXzlp4l8SZP3ZVcLZIbQxI7BqBC/fq8sXgxvqVKMXPcOM6fP5+lH4CbUVF8FBFBC4tFwtpaF9aOW6xPIu5j7XqckwsuN1Hd7Ykn2LF1Kyk2LFHuaKR1PWLv3HH0UHKkcpUq3I2L497du6q1acJ8HWhiccEWKlpMhN0o8iKiUaNGJKek2CUuIqRqVZVbVZ+/Dx2icbNmNm1r7fcgvqbkapD/rXRXabSyjzhpbN+wgYYtWhBQunSW95X6FS0FootFsjaILgxRgKQJr4tuGNGloWRudwF6hIfTKCyMbyIiuB8djQeZ6Zvi40FsLD9MmcKeX37hucmTefq11zB6e2eMVZ66KS1b7i70JZ4r8RwoWZCkfay5BsRjlLaVLBdiorJnsWL0GDaMQZMmseHnn1kwdSq34uKypchKF4WbUVEsjoigeadO9BQsEkqWB/E9pRRga9YxOXm94SsVGEijpk3ZumFDHvd0DI2aNSsSrgx7LA4mLbzVsGFDVdu1Cc0SYTeKvIjw9fWlZMmSqn/GF8+fp4qTiQglMXz04EHqN2mCi4tyrHtuwkGpTWvb57SN/LcmFyYG4MaNGxzdt4/H+/fPYsZXEiDiJC93PYh3tKIrA9m+8sBGa7EdAJ3Dw2kQFsZXFgEhWgzEGgzSnf99k4mDGzey8I03KFWuHHM++4zuvXvj5mbeU6ofIcZZyFMsxfNmLdBQqZiUeA7ENFfp3In96AFXd3ea9+nD6599RomgIGa//jp/bNqESbDgSYJHakPq846ljkQzS0EqUUAYyS6IJJSCda0htqn0ek70GzCAA3v2cFuhKJaz4erqSoNGjThSBIphVala1S7xEBUrVsyy9LRG0afIiwiA9u3bq25tOnfmDDVq11a51YIjP85LkZGkpqQojrUwLHBKYkScpOVBlmtWraJFu3aUsbJ4mjV3itxSIrdciMJBQnxNnNDEPgxAt/BwGloExANLJUoj2asyiu2C+Y77ekwMi6dMYdkHH9C6Y0fmffIJYZ074+3mhjvmEtweZC8MpVS3QkSeCSGOV0zPlSwsUtyEGIDp6uZGoy5dGP3JJ9Rr355v3nuP96ZN4/rNmxnnQBqHKDrkx3wzKopPLAWpug8cmEWwyP8vijsRpfMOyt9RW63H5StWpGWbNvy0apUNWzueWnXrkpiY6PTregDUrFOHs6dPq9qmEWhc2GtmSDjIErFkyRIqV66Mp6cnLVq04GAOArJDhw7odLpsj169emVs8/LLL2d7v3v37vkbnEoU2aXARVq3bs2WjRsxJSWp1uZ/Z88SULIkpQIDuX3zpmrtFgQlxWcymTh2+DCNmjfn9IkT2bYvTFeeNJFB9viJDF97TAx/bdtGvxde4ON3382yjbU2bUHqVywcJb1mlP1f3KeHRUB8aSkk5UbmCqHiuEVriFh5UUoTPX30KCf//pvW7drR85lneHrgQA5v2cKBP/4g4ebNjLUk5O1ZQ9pOXgFTGoPo2jHI9isZGEi7Ll1o0aULCffvs37FCo7v2UO8xfIgtzaIAZNKwZ8umAtSfR4RwWuzZmECfl+5MuPaKn7P5K4NEaXvBjm8lhvPDhzIjq1bueUkv8/caFRE1vUoExSEr58f58+dU7VdDy8vwsLCVG3TZgp6IczH/t9//z1jx47ls88+o0WLFnzwwQd069aNc+fOERgYmG37n3/+mdTUzNugO3fu0KBBA5555pks23Xv3j3L0t6OSgCQeCgsEY0bNyZJ5aCqlJQULvz3H7Xr1lW13fyS0wd19OBBq3ERhf0BW7uLFAX92h9+oG7DhoRWr56ryFdaoTKnv6U7cfkdvtK4ultiID4XBASy7cQ7aymdVB6LIPWrN5k48eefLBw9mh8++ICgSpUYv2QJg2fOpO0TT1AqKCjLGh5SDEVuVghxLGIWiJgJUaZsWbr37s3YWbOIWLKEwAoVWP3++7w7ahQHd+8mwWTKVldDipuQlw8XEV+LsVgkmnXqRC9ZjITclQW5CwNrVghbqF6rFrXr1eOXH3+0cQ/H06SIrOtRq25dIv/9N8uEpgYGk8lxlggHsGjRIoYOHcqgQYOoXbs2n332Gd7e3nz55ZeK2wcEBBAUFJTx2Lp1K97e3tlEhIeHR5bt/P39C+NwrPJQWCIaN26MwWjEBKi5Qv3pkyepVbcuf27frmKr6nPq+HH8/P0pV6GCYhU8pbtZeyO/4xe5d/cum3/7jafDw5kTEWFTe3KhIP7fSPay00rjEPeRsjA+j4jgrrAWhieZd9fSXbg0aevJOoHLx5JRMttk4vqxY/x47Bj+/v7UaNWKas2b0zE8nNiYGM4dP87FyEguREZy5erVLOu/yLMwxGPIEBx6PSUrVKBuaCgVQ0OpXb8+gUFBnDt5kmN79rDyvfd4EBeXsb+85LQkGqSgS3fhWOUBmuIY9JgtEksiIhhhsUj8snJllnNrFNoih7ZEcnJtWGPAiy+yYd064u/dy8NejqNCpUoU8/HJZi10RmrVrctpldcfMQJJyck0atRI1XbzNICCRN9b9o2Pj8/ysoeHh6IlIDU1lSNHjjBp0qSM1/R6PZ07d2bfvn02dbl8+XIGDBiQLYZk586dBAYG4u/vT6dOnZg1a1bhVwAVeChEhJ+fHxXKl+fmtWuqHtCZkycZMmKEii3mj9ysCWmpqZw8dozGzZvnWkrXmqCQuz7s7QpZ/8svdOrenXqNGnHi77/zvL/S4luQdfKX/pbTwyIgPouI4HZ0dJaYAHHCFkUDZHUfiAW2JDxlzwAP4uI4smEDRzZswOTlRYVGjahYqxatO3fm2aFD0ev13IyJ4W5cnDmlLjaWlMREXPTmkYf16YO7uzs+/v74+vvjGxBAyTJlMBqNXLpwgUuRkfy8ahWnjx2DpKQsAkSMP5BbBdxlz9ZKUBsU3rtpERL/N2sWRrILCfl5kbBmocorjZo2JSg4mPkzZuRjb8fQpHlzThw7Rnp6uqOHkiu169Zl1x9/qNqmEahcqRLFixdXtd08DaAgd5gWEVGhQoUsL0+dOpVp06Zl2/z27dsYDIZs1TnLlCnD2bNnc+3u4MGDnDx5kuXLl2d5vXv37jz11FOEhIQQGRnJ5MmT6dGjB/v27bMaXG9vHgoRAdChY0e++/ZbVQ/ov7Nn8Q8IcEhcRF7dEIf376dHnz78tmZNgfqQm9KtxRPkBbENiaTERH796Sf6h4dz8p9/MFkpAaz0s5D77+WCQZxI5X0/blmNc4lFQIjVK/VkLjeeRtbjVsrokPcvH5/cPRKflMTtvXs5uHcvAA/0ekqXLUtgUBAl/P0JCAgwP5csiYe7eXovXa4ciQ8ecCM6mnOnTnE3Lo6omBiio6JIN5mypJKKBaVEl4k8c8OFrOtwyIMjEf6vJMb0mIXEBxERjLFYJH5cuTJbsKvcFeMi+1vE5tgXvZ7+L77Iuh9/JDnZWlkv56NVu3as++knRw8jV8oEBeHj58d///6rarsGoGu3bqq26QiuXr2Kr69vxt/2ikdYvnw59erVo3nz5lleHzBgQMb/69WrR/369QkNDWXnzp089thjdhlLbjw0IqJnz5788vPPGBMSVGtTjIsoDJdGQeIXDu3dy4tDhhBarRqR//2Xra5Afvu35p+XiwslS4Z8OznbNm6kU7du9HjiCTasW6e4jbWJTG7yz2lBJ2lcT1gsEB9ZBISIfIzSUuGieMhpopP2lyZnuXtALIYlZVSYjEair18n+vr1jGOSjqOYlxeNW7fmf598QmJSUrZxyMWMkvVBHv8gls1WKnqlRE4uojuCkDAAP1mCLeXWHAnxnMjbspVeffui1+vZtnlzHvd0HNVq1MA/IIBD+/c7eii5UqtuXc6fO0eayvEQWEz5DsOAKpYIX1/fLCLCGqVKlcLFxYUbN25kef3GjRsEBQXluG9CQgKrV69mhg2WtipVqlCqVCnOnz/vMBHxUARWAoSFhfEgMVH1olOnT5ygTv36KreqPikpKez78086du2qeIdsrd5AflESF3rhobSdnLS0NJZ99BFPPfccZcuVU9wmJyuD2CdW3pd4wmKB+DgighvR0dlqK8gDFsWKiwbhNamUtlK6ovR/SSyIa4tI20uVN63VhRDbkcYiFyJZgjll+4kpt2L7UsVMqWYFCvvKx2Pt+yJmWdyMimJhRARtO3Win8JaG9biH5Tey41yFSrwZP/+fL54cZFwC0h06taN3bt2qT8x24G6DRqoHg8hLf/tsMwMKPQUT3d3d5o0acK2bdsyXjMajWzbto1WrVrluO+PP/5ISkoKAxV+T3KuXbvGnTt3KFu2bN4GqCIPjYgoW7YspUqVym86r1X+PnKEhk2aoNc796lyAf7cupUWbdvi6emZ5XUlMWHtdXmbLjm8rwb/nT3Ltk2bGDpqFDrZOVbqTylQL7exSQJisUxAGMgUBmKtCfn6G9L/rU16oktEalNeGVPK7rB2PbJm6peLHfF4xboQKIxB3F4MPFXKeJH3K2LNyiMd942oKOZZhMQzNlz4pLHmBb1ez2ujR7Nl/Xoi//svj3s7Du9ixWjRpk2RWBzMxcWF+o0bc0zldT0MQKXKlRXTGh9mxo4dy7Jly/j66685c+YMw4cPJyEhgUGDBgEQHh6eJfBSYvny5fTt2zdbsOSDBw8YP348+/fv59KlS2zbto0+ffpQtWpVujnQVeTcM2Me6d27t+oiIvK//zAYDFSvWVPllrOSnw9CLgYuX7hATFQULdq3z3Mb1tokl/eV/lZq29ok7wL8tGoVxYsXp1fv3opjkm8vR0lYSIgC4pZFQBhlD7EgleRll5fYlraTuzjkqY3ieiJiMahEsosDOXLTv4TShGtNBMhFilQwS1wOXCn7IzdhI/1tLWA1JiqKORERtOvUiWdtFBJ54fEnn8TT05M1332netv2pHX79ly9fJmrly87eii5UqN2bVJTUlQvd20Ah05yQPYffX4eeaR///4sXLiQKVOm0LBhQ44dO8amTZsygi2vXLlCtMyteu7cOXbv3s3gwYOztefi4sLx48fp3bs31atXZ/DgwTRp0oS//vrLobUiHpqYCIDOnTvzw+rVqsZFmIxG/j58mMbNm6tewQ3yr+KsTbK7tmyhQ9eu7CqEOx+lSSYvr0sYU1P54qOPeGv6dI4dPkz0tWtZ3rc2YcrblQfviS4MSUBYa0cqBGWUvS69J9/HWjvydEy54MjpWiS9Zy32REJ+HuVuFXk78mexbaV9RcuD/P/i8cn7j4mKYnZEBG/PmgXADwrpn/nJ+ilfsSJ9n32WWRERpKXldzFxx9Cpa1e2rF/v6GHYROPmzTl66FCWcuiq4Oh4CFAtJiKvjBw5kpEjRyq+t3Pnzmyv1ahRw+r59/LyYrMTxgI9VJaIDh06cD8hQfW4iKN5WOTK0ezbtYsyZcsSWqNGtvdyC5xUes2WYk+2kNs+kefOsX3jRoYouDUk5FYOa9UxDSi7MMRYAblLQ5zw02RtyduWI29LyZ0hCojcrGVKAapyN5Q8mFJJQEgWCHfZPvJjle8rIp1nedyJlEor/S0RbRES7QWLhHgjlx83xqujRrH599+5UITcGGC+sy9VujT7/vrL0UOxiSZ2WBxMiodonwfrqF0o5JiIR4mHSkQEBQVRsUIF1T/vk8eOUbJ0acoGB6vcsvokJyfz17ZtdH388YzXlIIdxdf0Obxmyz65bW+tH/njl+++w7tYMZ54+mnFIE2lAEal93pbcWEotYHsb9FiIBcccuTWTrmrRN5eXq5F8hgI6dla7EROFlfpPMq3F60QcvGhFLSJwvbS32LbSkIivzz57LN4eHjw8+rVVmM5nJXujz9eZJYoL1ehAn7+/pw8flzVdh/VeIhHiaL0m7SJnr16qS4iUlJSOHX8OI1lObsFRW1XhsQf69fTuGVLSpYsqYoVITdys1zYSlpqKp8tXEjPJ5+kYS7nWgwmlJAsEM0sAiJGwYUhP3fyyVcpzkEJJQEjZlKIAZu5ZWLYgrXPXEkg6cnMxpDvK20vWknk9R3EPuU1OSSRIfWVivI5UkNING3Zkh69e7PkvfcwFDE3RqnSpWnUrFmRWaK8SfPmnDx2TPUMEgPwuHBD4zBMFCweQm3z9kPEQycinnrqKUx6vfoujYMHVRcR9uLWjRucPHqUjj16OHooVgMvrb0WdekSyxcvZuiYMZSrWDFPd+F9wsNpHhbG+xYBIZJbOqPSnX9ekMSD6LqQxxtYQ6k/+eSt1JeSQBKtPpI7Q0QUOgayWyiU4ifkQZjWpnO5mCiIkKhYuTLDXn+dzz/8kGuyoMSicNHq0rMnfx8+XCSWKAfz4mBH7ODKcPXw4Mknn1S13fygeTPsR1H4PeaJsLAw3Nzd8xNMmyNHDx2iavXqlHDwYie2suX33wnr2hU3d/fcN1aRnFJCrWVwyF87tm8fW3/9ldGTJ1PMxyfHu3Dp+cnwcFqEhbHIEgNhLbhafjFQcpvkhtiWkkvAWsCitZgDOUqBlPKLmZKlRCl+QhyzmGUC1gWBlMGRUwEvsa6GfBwi+RESPr6+jJ08mfU//8yRAwds2seZ8PDwoGOXLmz+7TdHD8UmSpYqRZWqVVWPhzBijmlp166dqu1qOBcPnYhwd3enS5cuqivHu3FxnDl5ktaODhCykXMnThB35w5hXbrYpX1rqaGQvzt5Ob9//z1XLl5k2PjxOdaENwD9LBaIRRER3JRZIOTklIqqdAy5/UCUYh5EN4b0sFYUSyk2RKkPsS8lASEFUEpuDHngqTQuMeBTHh+Sk2iQW1ckbHHV5EVIuLi68vpbb3Hhv/9YZ2WFTrVvENSmY9eu3Lxxwy7ZXPagVbt2nDp+XPXFzAxAx44dcXOztT6q/dAsEfbjoRMRAM888wwmOxSH2vvnn0VGRBiBtatW8fgzz2QpPqUG1sRDQdsRMZlMfPXhhxTz8eHZV16x2kY/iwViYUQE0VbSOJX6dSFz0lV639qErjSBiRNpbjUd5OJByWpgK6LwcBMeopCQEEWD0sVRSTxZG5PkNc/LhdVWIfHS0KF4enmxbPFiq9s480XLy9ubvs88w4//+5+jh2IzbcLC2LNrl+rtenh784IdaobkBweUiXhkcObfY77p2bOnXT74Q/v2Ua58ecrJVnIrbGy9eP9z6BA3oqLo2qePKv0WRDAotSVvU24RSElOZsncuTRr25YOCvEdooAQLRA5nR+lL7zYp5uVbZTIKa5C3l9O4sFa6qbUhzxjRBy3u/DIbfy2ZIlYEw9Sv/LVS+WZGjmRm5Do2qsXTVu04MO5c3PMaHDmC3qvvn25euUK/xw96uih2ESFSpUIDArisMpuIyOQmJxM9+7dVW1Xw/l4KEVEyZIladSwoeomqKSkJI4cPEgblWrA2/tiaAR++vZbuvfti4+fn517s528CJE7N2+yZO5c+oWH07JDh4zXrQmInLAl1VQ+RmvCSe4KyE1AiOJBPuHn9COU3wkpiRLJWCxaI+RtSC4MKZtCLkikjA4l5NknUnv5+f5aExLtO3Xi2RdeYNHcudy5fTsfLTseXz8/ejzxBN9/842jh2IzbTt04MiBA6SovCKqAahbty7+ThJDprkz7MdDKSIABjz3HEZdQUqUKbPH4tLQ2aHtvGDrl/rcmTOcPXmSx59+WpU+1fgxyQMEc2sz8uxZlsydywuvvUbTNm1sEhBKAZRKWLOCiO/JBYO1uASxLzE7Qpqg3YW/lcpPi/1Zq4EhbSd3XUgP0R0hxkGI7cjPufw45bEUcuuF2J4aQqJVu3a8NHQo782Zw/lz5/LRonPw5LPPcuKffziv8jLa9kKn09G6XTv2/Pmn6m27e3tnrBHhDGjuDPvx0IqI3r172yXV8/jff+Pp6Un1WrVUaa8wvpw/rVxJWNeuBKhU8EU+CeVXWFibnJWExdnjx/l8wQIGv/EGbbt0ySIgrAmRnMZlayCo2Ia8noIYC6GUGikJCU8yhYPoenCRbZtb/9JYxeW8lQSEfKzia0rZGGJchIuwr5jNIVoz1PjOSkLisW7dGPb663zw7rucsXH1SGe8aAUGBdGhc+dspb6dmVp16uDi6srJY8dUbdeE2ZXxxBNPqNquhnPijL9HVahevTpVqlRB7QWDDenp7N+zh7aCad1R2GoZuHb5Mgf37OGp55/PpqwLMiHk1aJQUGrUrUtyYiJubm5UCg3N6FdpPHLyUwdCLiDkAseatUOc6OUPJfeFNHHL7/zlyNsXrRHyYxKtCZI1wtq5EQWNaGGxZn0Qx1kQQqpWxc3NjaSkJGrVrVvA1jJRuqjZ+0L3zPPPs/evv4iSrfvizLTp0IH9e/ZgMKj7y00HKlWsSKjlN+oMaO4M+/HQigiAoUOH2sWlsfOPP2jVrp1qWQ8FNZfZ8iVf+913NG3VivKVKmXpV+m5INjrhye5MOZOmMCSd98lfMQIWnXsaHUMSv/P6TVr20h34EqCQgm5e0IeF6HUh7zegti2aEmTiwdRmMiRryRqze2i5LKRj00UNkayWivyS9hjjzF4+HAWzZ3L9AkT8lyQylpJdWvvK22jFpVCQmjSogVrVq+2Q+v2wcvbm5Zt27Lrjz9Ub9vdy4tRo0er3m5BkN8E5PWhuTOs81CLiOeee84uX4BLkZFEX7/ulOme1ia3O7dusWPzZp62cqGWm7DVHI+SsMjpjl7+tzyN8+Tff7N4zhyef/VVulnJPFESEvI4A/lY5BcNpe1zOjeipcFd9npOGMhuKZDEg05o15plA7JaHqSxp5J1zOIxieJBFBNGWRuiJUOsdlkQHn/ySV4cPJgFs2Zx8p9/ClwiWy4UcnrfHvR/8UW2bthAbBEKCG0bFsa1y5e5fPGiqu0agcSUFAYMGKBquwVFi4mwHw+1iChfvjwtmje3iylq26ZNPKZy+pIaFgmlZ4nff/qJGnXqUL12bZvGIj6ridIEb01kSJUo37UICImzJ04w/5136Nq7N6+MHo2rQkEbJVeH/MIgP0fyz0Cc3KXXbf0+Sa4GyPpDE++KxOqR4gQuR6mCpFwgSM/ipC9uq4RSOqkkQEThIJLf74SbmxvDx4yhW69ezHrnHc6eOpXxnigknnGS2gK2ULtuXarWqMGva9Y4eih54rHu3dlmh2Wl04HGjRtTtmxZ1dvWcE4eahEBMPTVVzHaofDUvt27CSxThqrVq6vethrqV0lQ3I+PZ+Mvv/BMeLhN2SXWrBO2/F8Nng4Pp5VFQChlYVw6f56Z48YRXL48b82ciZ+/f7YxyO+crYkGcRJXcsfIYxbk/VhzK+SEXJRYm+hFK4Rk6VAamzTpS/ELYqyFtc9G7s6Q2pGPL7d2cqOEvz8Rs2dTJiiIiHHjuBQZmW0bSUi0s7OQUOtqoNPp6B8ezu9r15Lw4IFKrdqf6jVrElCqFPt371a9bQ9vb0aNGqV6uwWlIK4MtV2zDxsPvYjo16+fXcxRKcnJ/Ll9O1169lS55ewUdOziBLHh11/xDwigQ7du+RqHkrBQ+r/S30rmQWuvKQkIuWAxArFxccx9+21uREfzzoIFVA4NVRRheblQiFYCaxaLnLB2dy8XKnrhvZzEidydIWLNbytZEyB7m/L95VYQuTskp7gKW6hSrRqz3nuP61evMisignt371rdtrCEhBp07tEDXz+/IrNGhkTXXr3Y9ccfpKq8YqcRSElLc4oFt+RoIsJ+PPQiws/Pj549e6qepQGwdeNGmrdujV+JEnZo3YzaboWU5GSWL1nCsy+9REBgYI536QUltzErvW8EnrEIiHmW1TitCRaJtLQ0ln34IVt++42Js2bRQljwJzdBIf9b7rqArOfFls9Bfncv/i22b4s4yan0tjhmcUEsSQAotS+JEaUgT7FdsSiV2Gdex9omLIy3Z87k97VrWfrRR6Sn5/5LjI6KYo6TC4nAoCAGvPgiyz76KMfqms5GCX9/mrZsydaNG1VvOx3zst8+Pj6qt63hvDz0IgJgyJAhuHl5qV4zIiYqijMnT9Kpa1eVW1ZGrSCfk//8w74//2TIyJHodDpFk39uJnZbURIpOQmXZ8LDaW0REDdsrEQpsWndOj5ZuJCXhg3juVdeybaCqfy8Kd19SzEF8jv8nM67UsEo8YclP5/y0tFKiM4m+RoY4vil8Upjk2IZcnI/yF9XElOixcQW5AGe7u7uvDh4MC8NHcoH8+axKY936zF2FhIFydTQ6XS8OnIkf+3YwWkba1s4C49168bJY8e4GROjarsmwNXTk8GDB6varlrkZBG19aGhzCMhInr06IHRZLLLF2Hz+vV06dmz0JfcVvpy5+X4vluxgsCgIDrJgkOtTfpKd+/I3lf6v62vGch0YeRHQEgcP3KE6ePHU7VGDWYsWkRojRpZ3ldynYjHobStEvIfji3FopQm57y6SuTtiCtyitYDW9tU+hzE/W25gMqDRqvXrMmc99+nSrVqvDNuHCfyUczIiP2FRH7p0rMnJUuV4rsiVN4azMKuc48ebF6/XvW2jYCbuztdC+mGKq9o7gz78UiICHd3d4YPH47ew0P1tv85coS7cXF0eOwx1du2FaVJMbcLf3JSEl98/DH9w8MpncdKlkpCgBz+bwv9LRaIORERRFlW48zvj/dGVBSzJk3iz23beGv6dJ556SXc3N1zdGHIRU5+BKe1ipHi5IzsdTk53SGLKZuSgJBek17PqaiUEqILIz+iVByru7s7AwcNYsK0aWzfsoUZkydzo4B3vIVhkRD/n5s4DAwKov/AgSz9+GPV15uwNx27dOHO7dv5EnW5kQ68+uqrTrHst0bh8kiICIDhw4eTkp6uuksD4Nc1a+j15JO4uKi1xmXBsFVQnDp+nL27djFk1CiHrgUiCgglC0ReXSsGIN1o5Pe1a5kybhw169Rh+qJFhFoyaXJqpyCmS2tCRGwzJ3Fky49RjIGQkFwakiVCfD2nduTjk7szckMcb7UaNZj1/vtUrVGDiLFj2bBuHSajOra/wnZtKBWygkw3xp/bt9tcottZcHF1pWffvvz600+qt20ETC4uDB8+XPW21UJzZ9iPR0ZEVKtWjQYNGiiuHVBQDu7di8FgoJUQ0OcsyCcK+Y9h9YoVlC5TRvWaF7aMB3IXEBK2Cgn5+1HXrjFj4kT+3LaNSTNmMOCll3BXiJXIy4VCabVPJSuD3H0hd2PY2p88LkNsS4zfkLshchq30lgl8nLB9PDw4LmXX2bC9Ons3LKF6ZMnEx0VlYcWrCOOw9GuDT3Q1eLGWP3tt4Xef0Fp0749qampHFJ5yW8wWyFat25NlSpVVG9bLZR+h3l5aCLCOo+MiACYNGmSXQIsjZa73ieeesrhq3vagjghJScn88XHH/NseDgly5TJ8r61fZX+lrtUclLz0vOzFgExqwAxECLWBIbRaGS9xSpRvVYtFn72GR27ds235chaHIW1CxWy/8utErkhxTuIFzTJ+iAJifzGVijFgdiCm4sLj3XvzsJPP6VqjRq88+abbFi3Dp1K1gclHCkkypQty7NF1I2h0+l4/Mkn+f3nn1WzDkmYAKNez5gxY1RtV220mAj78UiJiD59+uDl7W2XL8Rf27dTrHhxGjVtaofW7YcROHn8OHt27uTVUaMwCSLI2uSfU3CirZeoAeHhtBEERF4ubdY+P6U6CiKSVeKbZcvo0acPcxcvpmnr1nnoOWeUfkz5tT5IKMVWSBkYckuH0j7W2srP+2CekFq2acO8jz6iS69erPj8c2ZOmkT09es2t1EQHCEkdDodQ0eNYlcRdGMANGnRAk8vL3bv2qV62wYgoGRJevfurXrbGkWDR0pEuLm58frrr5NuB2tBeno6G9ato3e/fqq3XRh89/XXlA4MpKuV4llqTg5yAaFmH7YIxMP79jFx1Cg2/PILLw4ezMyFC6lTv36e+lGKc7DmQ1USD3kNfrRm6bG2TV6xZb96DRsyc+FCXhg0iN9//pnJr7/OEZl5vDAuKIUtJLo9/jglAgL4sYhlY0j07tePDevWYbChRkdecfXyYsyYMbi6uqretppoMRH245ESEWCOINa5uNjlS7F982bKlitHvYYN7dC6fUlOTuazDz7g2RdfpHrNmnbrx5qAyAs5WRtys0ZIGI1Gdm7dypvDh3Ngzx5ef+stJk6bRg0b1hWRyO3HI7/45GQatfZ9zMndoIa/1pYLZM06dZg0YwYj33yTfX/9xdj/+z92/PEHxhxM4/KgRKVn+SMvFJaQqFG7Nk+/8AKff/ABKSkpRe6C2aBxYwLLlGHHli2qt20EklJSGDp0qOptq43mzrAfRe03UWDKlCnDk08+aZcAy+TkZH5ds4b+L75YJGIj5Jw9fZpVK1YwZuJESpYqpXr7tggIWybEnH7Qef3Bp6em8vvatYx57TUunj/Pm5MnM+u992jXsWOe765yioWwGq+Bslsop3bVuqjldK7d3Nxo36kTc95/n7GTJnH+3DneGDaM9b/8Qlou5ZJtERA57Wcr9hYSpQIDGT1hAiuXL+e/s2eBonVHqtPp6P/ii/zy4492qaqZBvTv35/SpUur3rZG0eGRExEAkydPxqjT2SXdc8uGDfj5+dFCRV97YbJt0yYO7dvH2MmT8VCxroYaFgiRvEzUOSFNCokJCXy/ciWjhgxhx9atPPHUUyz+4gv6v/giZYKCctw3pzHmZzy2xC7k18ya235BwcE899JLfLhsGY8/+SR/bNzIqMGD+fF//yMxISHPY7U39hISHp6evDFpEvt372bn1q2qtVuYtGrXjmLFirFt0ybV2zYCuLgwadIk1du2B5olwn7oTCaTPeZSp6dTx47s3rkTe9SZ7NC5M0889RRvjRqFwVD0vn4urq5MnDaN+Hv3+GjBggK3lxcB4QhVqzQR6nQ66tSvT8euXWnSvDn/njnDzj/+4NiRI9kmU8jfuHOagL28vPjiu+8Y8txzJCUl5aN12/EuVoxGTZvSoXNnqtWsyZEDB9i+ZQunjh+3uQ1H340EBQczedYs/tq+nR9XrixQWzqdjlFvvYV3sWIsmD4922/Y0cLJFlxcXVn48ces/eEH/ty+XfX2U4GWbdvy519/qd62msTHx+Pn58cuoHgB2nkAhAH37t3D19dXncE9JDyyIuKvv/6iQ4cOeBqNqO140Ov1zPvwQzavX2+Xu4DCwMfXlxkLFrBr2zZ++eGHfLeTHwtEYU9IuU0Kvn5+tO3QgbYdOlCuQgXOnj7N34cOceTgQW7duAEUPRERGBRE42bNaNysGTVq1+b61avs3rmTv3bs4H58fJ7bc7SIAPWExFMDBtC6QwemjR/Pg/v3s7xXFAQEmEtzP9atG5PeeMMuaZ1pbm7s3LmT1k5ucdVEhP1x7pBaO9KuXTtq1qzJf6dPq26NMBqN/PC///Hyq6+ye8eOIrXKn8T9+HgWzZnD1HnzuHb5MofzUaRGbReGPbDl8hp/7x4b1q1jw7p1lCpdmkaWyfe58HBioqM5evAgRw8d4sJ//6l+wVYLnV5PterVzcKheXMCg4I4feIEh/bt4/PFi7lz+3a+27ZFQMhXNrUHkmtj8qxZAPkSEs1bt6Z7795MnzAhm4AoKnh4evLks8/yxZIldvk+pgENGzZ0egEhUlCXRNGzJxcej6wlAmD9+vX069cPl5QU1a0RANPffZejhw6xzg6lZguLpi1aMGzMGKZPnMjVy5dt3i+/AsLZrBA54eXlRb1GjWjcrBkNmzTB1c2NyxcucCkykouRkVyKjCQ6KirHC7m1dwpiidDp9QQHBxNStSqVQ0MJCQ2lckgIaWlpHDt8mKOHDnHy779JFoomGTGf+/ycj5w+s5wyZex1Yc6vRaJSSAhvz5nDp4sW8fehQzlu65xS0cyTzz5LvYYNmTF5suptm4AUvZ7f16+neyFVuS0IkiViG1CsAO0kAI+hWSKUeKRFhMlkokaNGlz+7z/ssWxMrbp1GTtpEuNGjODe3bt26KFw6Pvss3To3Jl3xo2zydSdVwEhTV7OEg+RH/R6PRUqVMictENDqRgSgslo5PLFixmC4m5sLHfj4rgbF8e9uDjS09MVx5CbiHB1daWEv7/5ERCAv78/QcHBhISGUikkBJ1ez+WLFzPEzMXISK5dvZprRUk1RYQtqbbOIiR8/fyYvnAh2zdt4rc1a3Ld3llFRAl/fxYuWcL8mTP598wZ1dtPA6rUrMnp06eLRAaaJiLszyMtIgC+++47Br/yCrrkZLtYI0aPH09KSgqfL15sh9YLj1Hjx+Pn58fcadNyLFpji4CQJp0iLxxye1+vJ7h8+QxhUbpMGUoEBFDC3x8/Pz/0Li7cj4/PEBWJCQkYDAaMljidNh06sO+vvzCZTLi4uOBdrFiGcPDx9cVoMHDv3j3z/rGx3IiJ4aJFMERfv56tjoOt5zqv50febl6KidvTTGyrkHBxdWXSjBnE3r7NJ4sW5dquswoIgOFjxqDX61liw3HkFRNg8vTk62++4ZlnnlG9fXsgiYgtFFxEdEUTEUo88iIiPT2dShUrcjs62i7WiIBSpVjw0Ue8O2OGXe4MCgsPDw/emTOH6OvX+eSDDxRN9LZaINQWDo66qBfkOHR6Pb5+fpnWBH9/PLy8cHFxwcXFBQ9PT/o+8wxrVq8mJTkZg8FAclJShuCIi40lPj4+zz5vW8ZcmCICHCsk9Ho9//fmm5QODGT222+TmksNDAlnFBI1a9dm3DvvMH7ECOJiY1VvPw0oERhIVFSU06xYnBuSiNhIwUVEDzQRocQjLyIAvvrqK4YOGYKHHTI1wFx2tmXbtkS8+WaOVf6cHV8/PyJmzSLyv/9Y+tFHiF+dvFgg1KKwz2RhWE2kY1I7OyOvY7f13BZUQEg4Qkjo9HpeHT2ayiEhzI6IyFMgpbP9il1cXJi9aBF/7djB+l9+Ub19yQrx+dKlvPjii6q3by8kEbGegouIXmgiQglnyMxyOOHh4VSsVAn1K8ub2bBuHW7u7nTu0cNOPRQO8ffuMWfKFKrXrMmg117LeL2wBIQjatnnVmVRxCWHh6Oxx/lS8+Jhz3OkVJBKp9MxaNgwQqtVY97UqUVaQIA5pVOv17Pp99/t0n46UK58eZ5//nm7tP+wsmTJEipXroynpyctWrTg4MGDVrddsWIFOp0uy8PT0zPLNiaTiSlTplC2bFm8vLzo3Lkz//33n70PI0c0EYFZxb///vvoPTzsUsUyPT2db5Yt4+nnn8fXz88OPRQed+PimDNlCvUbN2bg4MFFIo3TFqyt6SC+Zw1bhEJu29hbGOXlh16QcRRWKlxeBaVcSLw4ZAh16tdn7pQpeQ56draLZgl/f/oNGMCKpUvtssiWCTDo9XzwwQdFxo0hxxEVK7///nvGjh3L1KlTOXr0KA0aNKBbt27cvHnT6j6+vr5ER0dnPC7LMuLmz5/P4sWL+eyzzzhw4ADFihWjW7duWTKtChtn+z04jN69e1OrVi27rKkBcOLYMU798w/PvfSSnXooPO7cvs3sd96hQ+fOdO7Ro1BiINSeYPMjFpQoCpfUwvyRF+R8FGTfvAiJro8/TpuOHZk7ZQpxd+4UoFfn4LmXXuKfo0c5feKEXdpPAxo1akRPKyv8FgUcISIWLVrE0KFDGTRoELVr1+azzz7D29ubL7/80uo+Op2OoKCgjEeZMmUy3jOZTHzwwQdERETQp08f6tevzzfffENUVBS/2MGFZSuaiLCg0+n44MMPwc3NLtYIgJVffkmzVq2oXbeunXooPB7r1o2U5GSSk5Lo9vjjOaZ7FfQuW00BkZ8VI5VwFjdFbtjzB+5sZv3cFjLT6XR0e+IJkhISSEtNpWPXrgXqxxmoU78+TZo3Z9WKFXZp3wTg5saHixcXiZROexMfH5/lYa2QYGpqKkeOHKFz584Zr+n1ejp37sy+ffustv/gwQMqVapEhQoV6NOnD6dOncp47+LFi8TExGRp08/PjxYtWuTYpr3RRIRA+/btadeuHbbFZ+edO7dv8/233zJ01Cg8ZL6uooTkwpgxeTLTJ06kUZMmvDJ8eI4XGWf4oqk1hqIgHgoDe3ymtoiznCZxUUiI2+n0egaPGEG9hg2ZPnEisyZPtvsy4vbGy8uLV0eN4ruvvybWThaVVKBN69ZFqjqlEnL3V34eABUqVMDPzy/jMXfuXMX+bt++jcFgyGJJAPMq0jExMYr71KhRgy+//JJ169axcuVKjEYjrVu35tq1awAZ++WlzcLAGa7tTsX777+PUaez293GHxs3cvvmzSLr1pDHQNy6eZOZERHUqlOH10aPRq/P/pUqyJdMjc9BLeuDvbDXdy2/x1yQc+WM5YH1ej2vjR5NtZo1mf3229y5dcvuy4gXBs8PGkRMVBTbNm+2S/tGAFdXPl6yxC7tFyZGCubKkH6jV69e5d69exkPNVcxbdWqFeHh4TRs2JCwsDB+/vlnSpcuzeeff65aH/bAma+tDqF+/fo8/cwzdouNMJlMLP34Y9p26EDtevXs1It9sBZEGXv7NrMiIggJDWXEm2/i5qZOxQ21BIQz8DAuJ2xPs35O1oi8iEIXd3dGjBtHxZAQs4AQ6icUZSFRr2FDWrVty7KPP7ZbH6nAs88+S506dezWR1HD19c3y8PDw0Nxu1KlSuHi4sINywJ9Ejdu3CAoKMimvtzc3GjUqBHnz58HyNivIG3aA2e5xjoVCxYsQO/ubreL/q0bN/j+m294ddSobCk8zkpuWRh34+KYFRFByZIliZg9mxL+/hnv5WeycSa/sxxbBUFuQVmFmaqaVx4Ga4R/QADvzJ6NX4kSzImI4O69e9m2KYpCwsvbmyEjRrBqxQpu37pllz4MgKuHB++++65d2i9s1HJn2Iq7uztNmjRh27ZtmWMwGtm2bRutWrWyqQ2DwcCJEycoW7YsACEhIQQFBWVpMz4+ngMHDtjcpj3QRIQCFStWJCIigjSdzm5Bln9s2sStGzeKhFvD1jTO+/HxzIqI4PrVq8x67z2qVKtWiKMsfKxFbzuD1cHRP2w1jj+3lNicCK1WjZkLF3Ll0iXmTJlCvFAHQr5vXoSEM4i+F15+mejr19m+ZYtd2jcBek9Ppk2bRvny5e3SR2HjiOyMsWPHsmzZMr7++mvOnDnD8OHDSUhIYNCgQYC5PpHoDpkxYwZbtmzhwoULHD16lIEDB3L58mWGDBkCmAODx4wZw6xZs/j11185ceIE4eHhBAcH07dv33yMUB0cfa1xWt566y3KlitntwJUJpOJpR99RJsOHahTv76deik4ea0DkZ6eztKPPuL3tWt5e8YM2oSFAblffO1xV17YX25bLzbObIHIK/k9DqUUW7Vo26EDk2fM4Nc1a/hiyRLSFWon5EdIOMNnVq9hQ1q2bcsXdoxTSAd8S5Rg7NixduvjUaB///4sXLiQKVOm0LBhQ44dO8amTZsyAiOvXLlCtHBNjYuLY+jQodSqVYuePXsSHx/P3r17qV27dsY2b731FqNGjeLVV1+lWbNmPHjwgE2bNjnUoq2Vvc6BTZs20ad3b1zT0uxSDhugU9euPDVgAJPGjLFphczCpKCFpOo1bMiocePYvmUL369cmWWdB/nE4ewVFdUgL8dY0LLXah27LWPOaRVWa9YEcVtrfeQmyOT76fR6Brz4Ih06d2bxggWcOn48lxayLn+uJ3uJ7IIska42vn5+zP3gA3783//Y+ccfdunDCBjc3Fi/YUOWVMKiilT2+lvAuwDtJAIvopW9VsLZrrNORffu3Wnfvr3dUj4Btm/Zwr9nzjD89dedKg9bjUqUJ44dY8pbb9GkeXPenDwZL+/Mn3FhlLB2hgu/o1DjvNq6f271GfLbdl7cGd7FijH+7bdp1LQpU956yyYBIW/HiNkiMdtikXjaYpFwhu+RTqfj/954g9MnTthNQIC5sFT3Hj0eCgEhUtgxEY8SmojIhS+WL7drkCXAF598Qtly5ejlQL+WiJqlrGOiopg6YQJ6nY7p775LGUuQUGHgLF/uongRUmu8ebUmyLGlJkfZ4GCmz5+P0Whk6oQJBfrOGoFoi5Bo36kTzzpJsOUT/fpRukwZvvz0U7v1YQBzSqcdMz4chSNiIh4VnOU667RUqlTJ7kGWiQkJfLRwIU8NGEC1GjXs1Itt2GMtjMSEBBbMns3fhw8zY/586jZooEq7uaFGpcxH9Q4mvxcGta0RuVGvYUOmz5/P4f37eW/uXJISE1Vo1bmERPVatejz9NN8tGCBKiu6KiEFU86cOZMKFSrYpQ+NhxNNRNiAvYMsAS6cP88PK1cy8s03KVa8uB17so49F9MyGY189/XXfLt8OW9MmkS/557DxdVV1T7UoqhO/A8j1u4A3V1deeb55xkzYQIrli7l+2+/zRJzowbOICSK+/gw8s03+f7bb7l04YLd+kkHSgcGPrTBlJolwn5oIsIGPDw8+PbbbzG5udl1gtn0229cuXyZoSNH2rEXZQprNc7dO3cyY9IkmjRvzswFC6gUEmK3viDvX/D8+PedGUcch7xPtS/AlUNDmfHeezRs2pRpEyey988/Ve4hE0cLiddGj+bC+fNsWb/ebn0YgXS9nm9XrsTd3d1u/TgSEwWzJmrZB9bRRISNdOjQgVdeeYVU7PuF+nzxYqpUrUrPPn3s2EtWCns578sXL/LO+PEcOXCAqfPm0W/AAIdbJYqy68EeFDR1Uy3EmAgXV1f6Pf88EXPmcHDPHqaMH89V2VLJ9sBRQuLxJ5+kYqVKLP3oI7v1YQJ0np4MHz6cdu3a2a0fjYcXTUTkgYULF1ImONiubo0H9+/zwbx59HvuORo0bmzHnswUtoCQMKSns2b1aqZPnEiTFi3sZpXQxEHhkt90TWtI+1WqUoUZCxfSsGlTZkyYwM8//IDBUHhG5sIWEg2bNOHJZ5/l/XnzSExIsFs/6UBAqVLMnz/fbn04A5o7w35oIiIPFC9enFWrVtndrXHh/HmWf/IJI958k7LlytmtH0cJCJEMq8TBg0ydN4+n+vcvNKtEUQ9+tCfOcGEwYLY+PPXcc7wzdy6H9+1j2vjxXLl0ySGLqhWWkAguX54RY8ey7OOP7RoHYQRMrq6sXr0ab++CVFFwfh7VAOnCwBmuFUWKsLAwhgwZQqodszUA9v75J9s2bWLs5Ml4FyumevvOICAkDOnprPnuO2ZMmkSzVq2YuWABFStXVq197Uued9S4aOYUG5HbnZ2BTOtD4+bNmTFxImu//75QrQ9K2FtIFCtenDfffpst69ezf88e1duXkNwYw4YPp02bNnbrR+PhR7u+5oMFCxYQZGe3BsAP//sfN6KiGPnmm4pLbOcXZxIQIpcuXCBi3DiOHjrEtHff5an+/XF10gyOokRe76TUKFKVk1sjNxng6urKUwMGmK0P+/czdfx4rly8aHMf9sZeQkKv1zN6/HiuXbnCT999p1q7SqQDPr6+zJs3z679OAuaO8N+aCIiHxQrVoxVq1aRrtfb9UJmMhpZsmgRpUqXVm2hLmcVEBKG9HR+WrWKGZMn07RlSxYsWUKbsLB8V/O09gV/FM2TzpCpISK/QBv1elp36MDcTz6hUfPmzJw4kbWrV2NQWPvC0dhDSLwwaBB+JUrw6fvvY8/VCCQ3xpqff37o3RgSmoiwH5qIyCft27dnxIgR6Dw97erWSEpK4r3Zs2nfqRMdCliK1tkFhMilyEjefvNNfl69mmdfeIHZixbRoEmTPLWhfbnzhyPOW72mTZn9/vs8+fzzrFm1iinjxnFZZn0QcURMhBw1hUSnrl1pExbGe3PmkJycrNIIsyO5MUaMHKm5MTRUQVuAqwCkpKTQuHFj/j19Gg8791Wrbl3GRUSw5L33OHroUJ73L0oCQo6bmxuPde9O32ee4dqVK6z+5hvO//tvrvvlNMk4uyWioAtwWSO3idce5yWnPqvVqEH/l16ibLlyrPvxR7Zv2qS46qYSzvIZlg0O5u1Zs/hz+3Z+WLkyz/s3bdGC4WPGMH/mTM6dPm2HEWaSAoRWr87xEyce2poQItICXO8BXgVoJwl4E20BLiUcLeaLNB4eHqxbtw6dm5vd4yPOnDzJZx9+yIixY6les2ae9i3KAgIgLS2NTb/9xhuvvcaZU6eYNH06YyZOJLh8eav7KH2xtUhrx6BUwKtchQqMmTSJ8dOmcer4cd587TW2/P57kRMQUDCLRM3atRk+ZgyffPCB3QVEOuDu5cXGTZseCQEhorkz7IcmIgpI1apV+eabbzC5u9v9wnZo3z5WrVjBm2+/TTkb69sXdQEhkpSUxJrvvuONYcOIu3OH2e+9x9CRIwkoVSrXfZ1p0nEkjhJRUp8BpUvz6ujRzFi4kDu3bjFu2DDWrl6dZxO+s1248iMkKlSqxNi332bll19y5MABu47PCKTp9Xz9zTeE2LlKrDNipGACQrt+WMfZfotFkgEDBvDCCy/YPT4CYNvmzWxev54JU6fmOnk+TAJCJP7ePb5etowJr7+Ou7s7C5cs4YVBgygpnA/x7le7AGSnsHPhS5UuzcBXXmHBxx+j1+uZOHo0337xBfH37uWrPWf8TPMiJEoFBjJh6lQ2/PILO7Zuteu4pDiIwYMH8/TTT9u1L41HDy0mQiWSkpKoUaMGMVevUhiGwleGDaNmnTrMmDyZB/fvZ3v/YRUQSlQKCeHJZ5+lYdOmHD14kE2//86/Z844elgFwl4xEYVNzdq16fbEEzRq2pS/Dx1i7Q8/ZBSLyi/OKCBEcouRKO7jw9R58zh57BhfL1tm9/GkAlVq1ODYsWN4enravT9nQoqJmAMU5MiTgcloMRFKaCJCRc6cOUOjRo0gJQV7VzfQWXLKAwICmDdtWpaJ5lESECKlAgPp2rMnHbp04WZMDJt++439u3fb7Gd3JoqyiHBzc6NVu3Z07dWLwDJl2LF1K1s3bOD2rVtZtnsUhYSXtzeTpk3j1s2bfLxokeorj8pJB4yurpw8dYrq1avbtS9nRBIRMym4iHgHTUQooYkIlfn6668Z/MoruBuNdvcVubm5MXbyZDw8PHh3xgxSkpMfWQEh4uHpSbuOHenWqxc+vr78tWMHO7ZuJeraNUcPzWaKoogoV748Hbt2pW2HDsTfu8fm339n986dpKSk5Lhffn4nzi4iILuQ8PLyYsLUqSQkJPD+3Ll2F7dGwOjuzhfLlzPQQUuZOxpNRNgfTUTYgeHDh/PNihWQnEz+SiTZjpu7O+PefhsXFxcuRkbSsm3bR1pAyKlVty4du3ShWatWXDx/nh1bt3Jgzx5SU1MdPbQcKSoiwt3dnZZt29KxSxcqV6nCwX372LFlC2fz5y20uQAAKPJJREFUmGlgq5AoCuJBRBISe3btolqNGqSkpLBozhzS0tLs2q8JSNHpGD5iBB/ZcRVQZ0cSEdMpuIiYiiYilNBEhB1IS0ujQ4cOHNi7Fw+wu5Bwd3dnwZIl+JUowTvjxhXK8shFjeI+PrQJC6Njly6ULFWKY0eOcPTQIf45etSuqyTmF2cWEd7FitGwSRMaN2tGwyZNuH3rFju2bGH3rl0kPHiQrzYlEWGkaNf3UKJySAjT5s/nbmws40eNIs3OAtaEOQ6iSYsW7N69+5EuHS+JiCkUXETMQBMRSmgiwk7cuXOHmjVrcu/2bbsHWkoujDu3b2NIT2fBzJl2rXpX1KlStSqNmzencbNmlKtQgbOnT/P3oUMcOXiQWzduOHp4gPOJiMCgIBo3a0aT5s2pXqsW169e5cjBgxw9eJCLkZGq9vUwlSr38vJi/DvvoNPpKF2mTL4LUuWFVKBM+fIcP34cf39/u/bl7Ggiwv5oIsKOnDp1iqZNm2JKTrZboKUYAxF35w5jJ082WyZmznSKycfZKVW6NI0sk2OtOnWIjooyC4pDh4j87z+7B75Zw9EiQqfXU7VaNRo3b06T5s0pExTE6ZMnOXrwIH8fPpwtSFJt9GRaJYqieABzEOWEKVNITEzk/XnzKFWqVIEqW9pCOmByd+fYsWPUqlXLLn0UJSQR8TYFFxGz0USEEpqIsDO//fYbffv2xd1oxEXltpWCKN3c3XljwgSK+/qycNasfOfhP4p4eXlRr1EjmjRvTsMmTTAYDPx9+DAnjh3jYmQkN2Ni7LowknwshSkidDodgUFBVKlalXoNG9KwSRP0er3Z7XPwICeOHdNEaR7w9fPjrSlTuBsXx4fvvpsRA1HQEtk5YQAMbm788ssv9OzZU9W2iyqSiJhEwUXEXDQRoYQmIgqB2bNnM2vmTPQpKarFR+SUheHq6sqw11+ncpUqvDt9Ordu3lSp10cHvV5P9Zo1ady8OTXr1KFi5cqkpqZy+cIFLkZGZjxuREfbRVjYU0TodDqCypYlpGpVQkJDqRwaSuWQENzc3bly8SJnTp3i6KFD/Hf2LEYHWWKKMoFBQUyYOpXz586x9OOPs61Cag8hYQRS9Xpmz5nDhAkTVGnzYUATEfZHExGFgMlk4plnnmHj+vWqZGzYksap0+l4cfBgmrduzfwZM7hy6VIBe320cXF1pXyFCoSEhmY8KlSuTHpaGpcuXuSSTFgUdPJVS0To9XrKlC2bZdyVq1TBxdWVK5cuZYz5UmQk165cwWDQVgkoCJVCQpgwdSp7du1i1YoVVgWmmkLCBODpyeO9e7N69Wp0OnuHchcdJBExAQq0SGIK8C6aiFBCExGFRHJyMm1at+afv/8uUMZGXutA9O7Xj8efeopFc+Zw9tSpfPaqoYSLiwvlK1aksjBBV6xcGVdXV+Lv3eNuXBx34+KIi43N+P/d2NjMv+/ezXaXKpGbiHB1daWEv3/mIyAAf8uz9Jp/QAA+vr6kp6VlEQwXIyO5fvWqJhhUpna9erwxcSLrfvqJ39euzXV7NYSECfME17JNG7Zt24aHh73XEy5aSCJiHAUXEQvRRIQSmogoRO7du0eLFi2IPHcOd/IuJPJbSCqsc2fCBw/m0w8/5PD+/XnsVSMvuLi4ZJnYxQldnPT9/PzQu7hwPz6exMREDAYDRoMBg+VhMpkIrVaNSxcuoNPpcHFxQe/igouLC97e3vj4+mI0GLgniRWLMImTxIokWCzPmlvCvrRo04ZXR41ixeef89eOHTbvVxAhIQmIylWqcPTvv7XJTQFJRIyl4CJiEZqIUOLRTSB2AH5+fuzYsYN69eoRf+dOnlI/C1KJctcff3D/3j1GjB3L9yVLsmX9+rwNXMNmDAYDd27f5s7t2zlup9fr8fXzo0RAAJ6enrhYBIIkFry8vBg+Zgy/r11LclJShrgwGAwkJyVxNy6Oe/fuOSx7RCOT7k88wTPPP89HCxZw7MiRPO0rLdr19qxZADYLCakWRFC5cuzZu1eb2DQchiYiCpmyZcuyb98+mjVtSlJ8PG427KNGKeujhw4xb9o03pg0ifIVK/L1smVWTeka9sdoNGZYDJTw8vIC4Njhw1pWhJPi6urKy6+9RsMmTZg7dSrn//03X+3kR0ikAcVLlGDXrl2UKVMmX/0+SkhLehdkfw1ltKXAHUC1atXYtn07ek9PcpvG1VwL479z53hn3DiqVK3K5OnT8dHuXjQ08oWvnx+TZ8ygUkgIU8aPz7eAkMjLMuJpgKuXF9u3byc0NLRA/T4qKC17n9eHhjKaiHAQTZo04ddffyVdr7cqJOyxmNad27eZMWkSd+PimLlwIRUrV1alXQ2NR4VKISHMXLjQ/FuaPJnYO3dUadcWIZEOmNzc+P33380rBmtoOBhNRDiQLl268L9VqzC6uWUzl9lzNc7U1FQ+WriQHVu2MGXuXJq1aqVq+xoaDyvNW7dmypw5/LFxI0sWLVJ9HYychIQBSNPrWbVqFZ06dVK134cdgwoPDWW0mAgH079/f1JSUhg0aFBGVcvCWs573U8/ce3qVYa//joVK1fm5++/1wL1NDQU0Ov19HvuObr27MnHixbx96FDdutLKUZCqkb5zVdf8fTTT9ut74cVLSbCfmiWCCcgPDycL774AoObGx26dSsUASFx5MABpk+aRMu2bZk0bRolHvEFezQ05PgHBDB5xgyatWzJtIkT7SogJESLRPsuXUjV61m2bBkvvPCC3fvW0MgLWp0IJ+Lzzz9n9OjRlPTxIV4lP6uteHh68sqwYdRr2JBPP/iAE8eOFWr/Gllx9AJcGmYaNGnCsNGj+fvwYb5eupSUlJRC7d+vZEnuPHjAxx9/zJAhQwq174cBqU7Eq1Cg1ZRTgaVodSKU0NwZTsRrr72GTqdj5MiRuIDqC3blREpyMp9+8AHtO3VizIQJbFm/np+++06raqjxSOLi4sKzAwfyWPfurPj8c3bv3FnoYzAAMXFxLFu2jFdeeaXQ+3+Y0NwZ9kNzZzgZr776Kp9//jmper1Dvrh/bt/OlPHjadSsGRGzZlGyVCkHjEJDw3GUCgzkndmzqdewIe+MG+cQAZGOOQbiq6++0gREEWbJkiVUrlwZT09PWrRowcGDB61uu2zZMtq1a4e/vz/+/v507tw52/Yvv/wyOp0uy6N79+72Powc0USEEzJo0CBWrFiBwc0t1zoS9uD6tWtMGT+ea1evMuf992nZtq0DRqGhUfi0bt+eOYsWcfniRaZOmED09euFPoZ0wGgREOHh4YXe/8OII7Izvv/+e8aOHcvUqVM5evQoDRo0oFu3bty0sqryzp07ee6559ixYwf79u2jQoUKdO3aleuy72D37t2Jjo7OeHz33Xf5GJ16aDERTsyaNWt4/rnnIC3NpsqW9qB5q1YMGjaMs6dP89VnnxF/756DRvJoocVEFC5+JUowaNgwqtesyZeffeawNWbSAIOLCz/++CNPPvmkQ8bwMCHFRIRT8JiIb8hbTESLFi1o1qwZH3/8MWCuUluhQgVGjRrFxIkTc93fYDDg7+/Pxx9/nCEmX375Ze7evcsvv/ySzyNRH80S4cT069ePzVu2gLs7qViW/C1kDu7bx1ujRmE0Gpn/0Ue0aNPGAaPQ0LAfrdq1493Fi0lPS+OtUaMcIiCktTBcvb3Zvn27JiBURi1LRHx8fJaHtUDb1NRUjhw5QufOnTNe0+v1dO7cmX379tk05sTERNLS0ggICMjy+s6dOwkMDKRGjRoMHz6cO4UchC9HC6x0cjp06MDBgwfp2LEj9+Pi8rX6Z0G5Hx/PRwsW0Lx1awa99hotWrdmxdKlmlVCo0jj6+fHK8OGUb1WLZZ/+imHbLy4q40kILx8fNizZw/16tVzyDg0cqdChQpZ/p46dSrTpk3Ltt3t27cxGAzZ1jUpU6YMZ8+etamvCRMmEBwcnEWIdO/enaeeeoqQkBAiIyOZPHkyPXr0YN++fbi4FGYofiaaiCgCNGjQgCNHjtCyZUtib950iJAAOLh3L2dPneLlV1/l3cWLWbF0KQf27HHASDQ0Ckardu14aehQTv7zD2+NGsWD+/cdMg5JQARXrMiuXbuorJWhtwsFXf9C2vfq1atZ3BkeHgVZYNw68+bNY/Xq1ezcuRNPT8+M1wcMGJDx/3r16lG/fn1CQ0PZuXMnjz32mF3GkhuaiCgihISEcOLECTp16sTF8+cxpaQ4REjE37vH4gULaNGmDS8NHUrHLl34eulSoqOiHDAaDY28EVy+PC8NHUr5ihX58tNPOegg6wOYBUQKULV6dXbv2UMpLRPKbqiV4unr62tTTESpUqVwcXHhxo0bWV6/ceMGQUFBOe67cOFC5s2bxx9//EH9+vVz3LZKlSqUKlWK8+fPO0xEaDEROTB37lyaNWuGj48PgYGB9O3bl3PnzmW8Hxsby6hRo6hRowZeXl5UrFiR0aNHc09m5pen5Oh0OlavXp1lm+nTp1O+fHnatm3Lv1ZWBAwMDGTfvn00bd6cFJ3OoSvLHdizh3EjRhB17Rpz3n+f/gMH2k2Va2gUFA9PTwaEhzP7vfe4euUK40aMcKiAMAJ4etKuQwcOHzliVUB8+umn1K9fP2PyatWqFRs3bsx4f+nSpXTo0AFfX190Oh13797N1kblypWzXX/mzZuXZZtly5ZRqVIlGjVqxIEDB1Q80kcTd3d3mjRpwrZt2zJeMxqNbNu2jVY5rFU0f/58Zs6cyaZNm2jatGmu/Vy7do07d+5QtmxZVcadHzQRkQO7du1ixIgR7N+/n61bt5KWlkbXrl1JSEgAICoqiqioKBYuXMjJkydZsWIFmzZtYvDgwdna+uqrr7Kk5fTt2zfjvT179rB+/XrWrVvH888/z8iRI62OycfHh61//MHA8HCMHh4OLYKSmJDAN198wbSJE6lRuzYLliyheevWDhyRhkZ2WrZpw8KPP6ZazZpMeestVi5fTlJiosPGYwBS9XoGPP88W7ZsoXjx4la3LV++PPPmzePIkSMcPnyYTp060adPH06dOgWYg++6d+/O5MmTc+xzxowZWa4/o0aNynjvypUrzJ8/n9WrV/P2228zaNAgVY7TmTBSsKDK/NywjR07lmXLlvH1119z5swZhg8fTkJCQsb5DQ8PZ9KkSRnbv/vuu7zzzjt8+eWXVK5cmZiYGGJiYnjw4AEADx48YPz48ezfv59Lly6xbds2+vTpQ9WqVenWrVt+TosqaO6MHNi0aVOWv1esWEFgYCBHjhyhffv21K1blzVr1mS8HxoayuzZsxk4cCDp6em4umae3hIlSlg1Y8XFxREcHEz9+vVJT09nxYoVOY7L3d2dr776isaNG/PGG2/gajQ6LAUU4PLFi8yYPJm2HTrw8quv0qlrV7754guirl1z4Kg0HnXKlS9P+KuvUr5CBVatWMGeXbscPSTSMC/lvfiDD/i///u/XLd/4oknsvw9e/ZsPv30U/bv30+dOnUYM2YMYI7YzwkfHx+r15/4+HhKlChB/fr1CQoKeihTitWKicgL/fv359atW0yZMoWYmBgaNmzIpk2bMoItr1y5gl6feR//6aefkpqamm2BNSl408XFhePHj/P1119z9+5dgoOD6dq1KzNnznSoFVgTEXlAclPIU27k2/j6+mYREAAjRoxgyJAhVKlShWHDhjFo0CB0OnNUQ7du3fj444/x9vamePHi/PTTT7mORafTMXr0aGrXrk3fvn1JSUhwWMClxO6dOzl66BD9Bgxg9qJF7N65k59XryYuNtaBo9J41AgoWZKnBgygTVgY2zZv5oN58xxqeYDMAEo3T0/Wb9hAx44d89yGwWDgxx9/JCEhIUeTuBLz5s1j5syZVKxYkeeff95882G5RtWtW5f69evj5+eHu7s7y5Yty/PYNJQZOXKkVcuyXPhdunQpx7a8vLzYvHmzSiNTD01E2IjRaGTMmDG0adOGunXrKm5z+/ZtZs6cyauvvprl9RkzZtCpUye8vb3ZsmUL//d//8eDBw8YPXo0AG5ubmzatImbN29SokQJ3N1tL4vSuXNnjh07RteuXbly8SIeOFZIJCYk8O3y5WzduJFnXniBhZ98wpbff+e3tWtJtLiBNDTsQbHixendrx9devbk6MGDTHz99UJZCTc3pADKkNBQNm/ZQpUqVfK0/4kTJ2jVqhXJyckUL16ctWvXUrt2bZv3Hz16NI0bNyYgIIC9e/cyadIkoqOjWbRoUcY2y5cvZ/78+Xh7e+Pl5ZWn8RUFDBTMd6+tnWEdrWKljQwfPpyNGzeye/duypcvn+39+Ph4unTpQkBAAL/++itubtYdDFOmTOGrr77i6tWrqo0vPj6efv36sWf3bkhOdppglypVq9L/xRepXKUKv65Zw5YNG0hLTXX0sJwerWKl7bi7u9Pt8cd54qmnuHD+PKu//ZZLkZGOHhZgNoOn6nR07tqVH3/8ER8fnzy3kZqaypUrV7h37x4//fQTX3zxBbt27coiJHbu3EnHjh2Ji4ujRIkSObb35Zdf8tprr/HgwYOHPhhaqlj5OBTI5ZsG/I62iqcSzjLXODUjR47k999/Z8eOHYoC4v79+3Tv3h0fHx/Wrl2bo4AAcznUa9euqbqssK+vL5s2bWLEyJGk6PUOWXNDiQvnzzN36lQ+WriQVu3aseiTT+jYpQsurpoRTKNguLq60qlrV9779FOatWrFh/PnM2/aNKcRENIiWuPeeosNGzbkS0CAWSRVrVqVJk2aMHfuXBo0aMCHH36Y73G1aNGC9PT0XM3nGhq2oF3Jc8BkMjFq1CjWrl3Lzp07CQkJybZNfHw83bp1w8PDg19//TVLYRBrHDt2DH9/f9XvAlxcXFiwYAFt2rRh4MCBThEnIXHyn394Z9w4WrRuzVMDBvBU//6sX7eOHVu3kpKc7OjhaRQhPDw9eaxbN3r07k1SYiLfLl/Owb17HT2sDDJKWHt48OOPP2YLjiwoRqOxQDcgx44dQ6/XExgYqOKonBtHBFY+KmgiIgdGjBjBqlWrWLduHT4+PsTExADg5+eHl5cX8fHxdO3alcTERFauXJlRTx2gdOnSuLi48Ntvv3Hjxg1atmyJp6cnW7duZc6cOYwbN85u4+7bty+nTp3iySef5PixY7ibTE5hcjKZTOzfs4cDe/fSpEULevfrR99nnmHL+vVsXr+eBEsqk4aGEsV9fOjWqxdde/UiJjqaFUuXcvTgQZzJI2sEdJ6eNKhTh7Vr12Yrk5xXJk2aRI8ePahYsSL3799n1apV7Ny5MyPATkoDPH/+PGCOn/Dx8aFixYoEBASwb98+Dhw4QMeOHfHx8WHfvn288cYbDBw4EH9//4IebpFBi4mwH1pMRA5I2RNyvvrqK15++eUMP6QSFy9epHLlymzatIlJkyZx/vx5TCYTVatWZfjw4QwdOjRLeo89SEtLY/LkyXz44YfoHLgSaE7UqV+f3k8/TdVq1di+ZQsb1q3TsjnQYiJEAkqWpGefPnTs0oX/zp3j1zVrOH3ihKOHlQUTZvdFul7P+PHjmTVrVrYMrfwwePBgtm3bRnR0NH5+ftSvX58JEybQpUsXAKZNm8b06dOz7Sddo44ePcr//d//cfbsWVJSUggJCeHFF19k7NixD308BGTGRHSh4DERW9FiIpTQRMQjwKZNm+jXrx+piYlO496QU6VaNXr360eDxo05uHcvW9avJ/K//xw9LIehiQhzOeiuvXrRrFUrjh05wm9r1nDBcsftTEjui2J+fvzwww907drV0UPSsKCJCPujiYhHhKioKPr168fxY8cwJifjmPXecqdscDBdevakfadORF27xpYNGziwd+8jl9HxqIoIN3d3WrZpQ9devSgbHMyubdvYunEjMU66NosBSNPpaNGqFWvWrMl1XQSNwkUSEY9RMN99OrANTUQooYmIRwiDwcDcuXOZNnUqekuVS2e0SoB5Em3boQNdevbE18+Pv3bsYPvmzY/MQl+PmogoW64cj3XrRruOHbkbF8cfGzfy144dJDtp0K0J890pbm5MmzaNCRMmOGwpZg3rSCKiAwUXETvRRIQSmoh4BDlx4gQDBgzg0oULTm2VkKhZuzadunWjWatWXPjvP/bs2sWBvXsf6kDMR0FEFPfxoUXr1rQJCyOkalUO7t3Lts2b+ffMGUcPLUcMgN7Tk3Lly7P2l1+oU6eOo4ekYQVNRNgfTUQ8oqSlpTF37lymT5+Oi5NbJSSK+/jQql072rRvT+XQUP45epQ9O3fy9+HDpKWlOXp4qvKwigg3d3caNW1K27AwGjRuzIXISPbu2sW+3bt5cP++o4eXI6L1YcqUKUycOFGV4EkN+yGJiPYUXET8iSYilNBExCPO8ePHGdC/P/+eO4ebyeT0VgmJMkFBtAkLo3X79viVKMHBffvYs2sXZ0+dwmgs+lndD5OI0Ov11Kpbl9bt29OidWvi4uLYs2sXe//8k5uWtGlnR7I+BJcrx9pffrFa+l7DuZBERBsKLiL2oIkIJTQRoUFaWhqzZ89mzpw5YEkFdXarhEiVatVo0749rdq1Q6/Xc+zIEY4eOsSJv/8ushNwURcRXt7e1G/UiMbNmtGwSRPS09PZt3s3e3ftcsoMC2uI1od33nmHiRMn5lqRVsN50ESE/dFEhEYG//zzD4MGDeL4P//gajTiQtESEzq9nqrVqtG4WTMaN29OUNmynD55kqOHDvH3oUPcvnXL0UO0maIoIkoFBprPfbNm1KpTh+ioKI4eOsTRQ4eI/O8/TEXIQmTCbH3QeXpSp3Ztvlqxgnr16jl6WBp5RBIRLSm4iNiPJiKU0ESERhaMRiNff/01Y8aMIT01FZMTLeaVVwKDgjImtRq1axN9/Tqnjh/nzMmTnD192ql98EVBRBT38aFmnTrUrluX2vXqUbZcOc6eOpUhHG7duOHoIeYLI+a6D57e3nzy6ae8+OKLVgvPaTg3kohoTsFFxEE0EaGEJiI0FImLi2PSpEksW7oUF5OpyLk45HgXK0bd+vWpVbcuterWpVyFCly9fJkzJ09y+uRJzp465VTZHs4oIor7+FCzdm1q16tHrbp1KV+xItevXjWfv5MnOXn8eJFe7l1yXZhcXRk6dChz5szJdUVMDedGExH2RxMRGjny999/M3jwYM6eOZORDlqUxYSEr58fNWvXzhQV5ctz/do1LkZGcunCBS5GRnL54kWHLQ7maBHh4elJpZAQQkJDMx7B5cpx/do1Tp88abbmnDrFfctaMUUZyXWh9/SkSmgo//vf/2jQoIGjh6WhApKIaELBRcQRNBGhhCYiNHLFaDTyzTffMGLECHRGI4YiUFsir/j6+VG1evWMCbNyaCh+JUoQff06FyMjuRgZyZVLl4iJiiIuNtbuiz4VlojQ6XT4lyxJ2eBgKlSqlHH8ZcuV497duxnHfjEyksh//yX+3j27jcURSBUni/v6snjxYs118ZAhiYjGUKBrlgE4iiYilNBEhIbN3Lt3j3nz5rFwwQJMBgPuFGxlPGenhL8/IVWrZkys5SpUoHTp0qSmpXEjOpqYqCiio6Iynm/fvEn8vXuqpJiqKSL0ej2+fn6UCgykbHAwQcHBGc9BwcG4ubpy69Ytrl25wiVBNNyNiyvwcTgrRsyuCxcPD958803eeust/Pz8HD0sDZWRREQDCi4i/kETEUpoIkIjz0RHRzNlyhRWrFgB6em48XCLCRFXV1cCg4KyTcZly5WjhL8/RoOBe/fucTcujruxsdyNiyMuLo67cXE8uH+f5KQkkpOTzc9JSSRZnlNla4NYExEeHh54eHri5eWFp/jw9KS4jw8l/P3x9/enREAAJfz9KeHvj5+fH3oXF+7GxRF9/Xo28XMzJob09PTCPpUOQRIPRr2eIUOGMGPGDMqUKePoYWnYCU1E2B9NRGjkm/Pnz/P666+zZcsWdBYx8Sgbgl1dXTMm7hKWiVyc0IsXL54hAKRnV0vNAaPBQFp6OiajEZPJhMlkwrtYMZISE9HpdOj0etxcXdFb1mdIS0vLJkgSEhLMosUiXjJETGwsd+/exfCICAUlpJU2cXWld+/ezJ8/n9DQUAePSsPeSCKiLgUXESfRRIQSmojQKDBHjhzhjTfeYM+ePUWmhLaz4OLqmmFVcHV1RafTodfp8PL2Zvr8+bwzbhxJSUmYTCbS09MzrBePsiDIC1LGhc7NjVatW/P+++/TqFEjRw9Lo5CQRERtCi4iTqOJCCW0wu8aBaZJkyb8+eefbN++nbfffpsjhw9jesTcHPnFkJ7Og/v3s9Ws8PLyAiD6+nWnSfEsSohui1YtWzJr9mw6dOjg4FFpaDx8aNd4DdXo1KkT+/bt46/du2nXoQNprq6kYL6ga2gUBkYgBUh1caFrjx7s37+f3Xv2aALiEcegwkNDGU1EaKhOixYt2L5jB8eOHaNf//6k6PWkoP0QNeyHAbN4SHN15ZnnnuPEiROs37CBZs2aOXpoGk6AJiLshyYiNOxGnTp1WL16NZGRkQx+7TUMbm4kYy7cogXiaBQUE+bvEp6eGNzceHnIEM6fP8+qVauoVauWg0enofFooIkIDbtTuXJlPvvsM65du8Y706ZRzN8fvLzMJYYdPTiNIocULJmi1+NevDgTJk/m+vXrLFu2jEqVKjl6eBpOiFGFh4YymojQKDQCAwOZOnUqMTdu8NWKFVSrXZtUS9yEAU1QaFhHKk2dAiTrdNRv2pTvVq/mTmws77zzDqVLl3bwCDWcGSMFc2VoIsI6mojQKHTc3Nx49tlnOXnqFEeOHGHQ0KEY3NzQadYJDRmS1SFVr0fn5cXg117j2D//cOjQIZ555hncLHU2NDQ0HIMmIjQcSv369Vm6dCmxsbF8sHgx1erUIUmnA09PLXbiEUWKdUgBUlxcqF63Lp8tXcqtW7f47LPPqFevnoNHqFHU0NwZ9kMTERpOQfHixRkyZAgnT57k7NmzvDFuHAFly5IsZHZoguLhRXRXpLu5USo4mMlTpnDmzBlOnDjB4MGDKVasmINHqVFU0bIz7IcmIjScjurVqzNz5kyuX7/Onj17GPzaa7j5+JCi15OKJigeFiThkAqYPD1x9/Vl0NCh/PnXX1y9do3p06dTrVo1B49S42FAExH2QxMRGk6LTqejZcuWfPbZZ9y5c4d1v/7KE089BR4eGbUnNJdH0UJ0VZg8PcHTk979+rHm55+5ffs2S5cupUWLFtpy3BoaRQSt7LVGkcDNzY1evXrRq1cvUlJS2LlzJ2vXruXnNWu4ExuLl7s7acnJuKKt2+FsSMLBzdOTtPR0vIsV47nnnuOpp54iLCwMd3d3Rw9R4yGnoDENWkyEdTQRoVHk8PDwoFu3bnTr1o1PP/2U48ePs27dOr7//nvOnD5NcW9vkhMTccFsatNEReFiIjOlzrNYMRISEwkJCeGll1+mT58+1KtXT7M0aBQqBXWBaiLCOpqI0CjS6HQ6GjRoQIMGDZgyZQpRUVFs2LCBjRs3snnzZpKTk/H29CQ5IUETFXZCFA0mnQ6TXo+vry+dOnWie/fu9OrVi7Jlyzp4lBoaGvZAExEaDxXBwcEMGTKEIUOGYDKZ+Pfff9m5cye//vore/fs4f6DB3h7eJCcmIge8/LAmqjIG1JApBHw9PbmQVISfn5+dOrUiW7dutGhQweqVaumWRs0nAYjBbNEaHFX1tFEhMZDi06no0aNGtSoUYPXXnsNk8nEuXPn2LlzJ1u3buXAgQNcv34dF70eLw8PUpKS0EPGQyNrnrxJp8PNw4Ok5GRKlSpFWFgYXbp0oUOHDlSvXl0TDRpOi5GC3SxoIsI6mojQeGTQ6XTUrFmTmjVrMmzYMADi4+P5+++/OXLkCHv37uXPXbu4fecOnh4epKWkgMmUISp0wuNhwiQ8JMHg5e1NYnIyRpOJCuXL07xFC1q3bk3jxo1p1KgRvr6+Dh2zhoaGc6CJCI1HGl9fX8LCwggLC2Ps2LEA3L9/n2PHjnHs2DHOnDnD8X/+4dSpU9yLj8fFxQUvDw+SEhIyBIUoMMD5RIZJeJaEgglw9/BA7+pKQmIiJqB06dKUL1eOFi1bUqtWLRo2bEjDhg3x8fFx1NA1NFTBgGaJsBeaiNDQkOHj40O7du1o165dlteTk5M5f/48//77L//++y+nTp3izOnTXLp0iQcJCaSkpKDT6fDy9MTVxYXEBw/Q6/WYjMZsAkN8Vrq4mUwmjEYjJpMp2wVMEgNYedbp9bh7eJCckoK7hwcpqakYDAbcXF0JDAwkKCiIqtWq0ahRI6pXr0716tUJDQ3F09Mzv6dMQ8Op0dwZ9kNnMpm086OhoQL3798nOjo64xEVFUV0dDRXrlwhJjqa1LQ07t+/T8KDB8TGxWEwGEhKSsJozFsCmV6vx83NDV8fH4oVK4ZeryewTBn8/Pzw8vKiatWqBAcHU7Zs2SwPzaKg8agRHx9v/l1QcBGRBNy7d09z5cnQRISGhoNJSUkhISEBg8GA0WjEaDRiMBjQ6XTo9fqMh4uLC8WKFcPDw8PRQ9bQKBIkJycTEhJCTExMgdsKCgri4sWLmsVOhiYiNDQ0NDQeWpKTk0lNTS1wO+7u7pqAUEATERoaGhoaGhr5QkuH19DQ0NDQ0MgXmojQ0NDQ0NDQyBeaiNDQ0NDQ0NDIF5qI0NDQ0NDQ0MgXmojQ0NDQ0NDQyBeaiNDQ0NDQ0NDIF5qI0NDQ0NDQ0MgXmojQ0NDQ0NDQyBeaiNDQ0NDQ0NDIF5qI0NDQ0NDQ0MgXmojQ0LATc+fOpVmzZvj4+BAYGEjfvn05d+5cxvuXLl1Cp9MpPn788ceM7a5cuUKvXr3w9vYmMDCQ8ePHk56enqWv6dOnU758edq2bcu///5baMeooaHxaKOJCA0NO7Fr1y5GjBjB/v372bp1K2lpaXTt2pWEhAQAKlSokGXp8OjoaKZPn07x4sXp0aMHAAaDgV69epGamsrevXv5+uuvWbFiBVOmTMnoZ8+ePaxfv55169bx/PPPM3LkSIccr4aGxqOHtgCXhkYhcevWLQIDA9m1axft27dX3KZRo0Y0btyY5cuXA7Bx40Yef/xxoqKiKFOmDACfffYZEyZM4NatW7i7u/P777/zxRdf8OOPP3L06FFGjRrFwYMHC+24NDQ0Hl00S4SGRiFx7949AAICAhTfP3LkCMeOHWPw4MEZr+3bt4969eplCAiAbt26ER8fz6lTpzL+Tk5Oxtvbm+7duzN37lw7HoWGhoZGJq6OHoCGxqOA0WhkzJgxtGnThrp16ypus3z5cmrVqkXr1q0zXouJickiIICMv2NiYgBwc3Nj06ZN3Lx5kxIlSuDu7m6no9DQ0NDIiiYiNDQKgREjRnDy5El2796t+H5SUhKrVq3inXfeyXcfgYGB+d5XQ0NDIz9o7gwNDTszcuRIfv/9d3bs2EH58uUVt/npp59ITEwkPDw8y+tBQUHcuHEjy2vS30FBQfYZsIaGhoaNaCJCQ8NOmEwmRo4cydq1a9m+fTshISFWt12+fDm9e/emdOnSWV5v1aoVJ06c4ObNmxmvbd26FV9fX2rXrm23sWtoaGjYgpadoaFhJ/7v//6PVatWsW7dOmrUqJHxup+fH15eXhl/nz9/nurVq7Nhwwa6d++epQ2DwUDDhg0JDg5m/vz5xMTE8OKLLzJkyBDmzJlTaMeioaGhoYQmIjQ07IROp1N8/auvvuLll1/O+Hvy5MmsXLmSS5cuoddnNw5evnyZ4cOHs3PnTooVK8ZLL73EvHnzcHXVQpo0NDQciyYiNDQ0NDQ0NPKFFhOhoaGhoaGhkS80EaGhoaGhoaGRLzQRoaGhoaGhoZEvNBGhoaGhoaGhkS80EaGhoaGhoaGRLzQRoaGhoaGhoZEvNBGhoaGhoaGhkS80EaGhoaGhoaGRLzQRoaGhoaGhoZEvNBGhoaGhoaGhkS80EaGhoaGhoaGRLzQRoaGhoaGhoZEv/h/QvFOoO3g3bwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "P = sim_data[\"far_field\"].power.squeeze(drop=True) # extract upward radiated power\n", - "\n", - "# plot the radiation pattern in polar coordinates\n", - "fig = plt.figure()\n", - "ax = fig.add_subplot(111, polar=True)\n", - "plt.grid(False)\n", - "c = ax.pcolor(phi_array, np.rad2deg(theta_array), P, shading=\"auto\", cmap=\"hot\")\n", - "cb = fig.colorbar(c, ax=ax)\n", - "cb.set_label(\"Power\")\n", - "_ = plt.setp(ax.get_yticklabels(), color=\"white\")\n", - "ax.grid(True)\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "4f99f55c-d483-4059-a20a-bb477bf9d2db", - "metadata": {}, - "source": [ - "## Parameter Sweep\n", - "\n", - "As we can see, a single source is not sufficient to capture the emission across the MQW region. To address this, we perform a parameter sweep using five dipoles with positions continuously varied along the positive x-axis. For each position, we simulate two polarizations, in-plane and out-of-plane, resulting in a total of ten simulations." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "3bf88873-1679-4c11-ad90-f147f6946e7d", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "830da9cc74c6415d958b8321cf549f67", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n" - ], - "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
09:28:57 -03 Started working on Batch containing 10 tasks.                      \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m09:28:57 -03\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m10\u001b[0m tasks. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
09:29:07 -03 Maximum FlexCredit cost: 17.550 for the whole batch.               \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m09:29:07 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m17.550\u001b[0m for the whole batch. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
-       "             Batch has completed.                                               \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", - "\u001b[2;36m \u001b[0mBatch has completed. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "6b2043460ac24e299c8abc1b98d87322", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
09:29:15 -03 Batch complete.                                                    \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m09:29:15 -03\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n" - ], - "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b03054494bd744ecaef19dc5120fdfb7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n" - ], - "text/plain": [ - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "dipole_x_list = np.linspace(0, radius, 5)\n", - "pol_list = [\"Ex\", \"Ey\"]\n", - "\n", - "sims = {\n", - " f\"x={dipole_x}, pol={pol}\": make_sim(dipole_x, pol)\n", - " for dipole_x in dipole_x_list\n", - " for pol in pol_list\n", - "}\n", - "batch = web.Batch(simulations=sims)\n", - "batch_results = batch.run(path_dir=\"data\")" - ] - }, - { - "cell_type": "markdown", - "id": "42b00484-77c9-4dbe-a8ec-e6ae2fb2434f", - "metadata": {}, - "source": [ - "We now perform an incoherent sum of the power profiles from the ten simulations and plot the resulting radiation pattern." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "01ab2f47-c628-4f8d-a65d-4f40bc3f3ec8", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# sum over all simulations\n", - "I = 0\n", - "for dipole_x in dipole_x_list:\n", - " for pol in pol_list:\n", - " I += batch_results[f\"x={dipole_x}, pol={pol}\"][\"far_field\"].power.squeeze(drop=True)\n", - "\n", - "# plot the radiation pattern in polar coordinates\n", - "fig = plt.figure()\n", - "ax = fig.add_subplot(111, polar=True)\n", - "plt.grid(False)\n", - "c = ax.pcolor(phi_array, np.rad2deg(theta_array), I, shading=\"auto\", cmap=\"hot\")\n", - "\n", - "cb = fig.colorbar(c, ax=ax)\n", - "cb.set_label(\"Power\")\n", - "_ = plt.setp(ax.get_yticklabels(), color=\"white\")\n", - "plt.grid(True)\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "76ba1710-50b6-4495-a6f2-9ea4ce561015", - "metadata": {}, - "source": [ - "Now, we calculate the light extraction efficiency (LEE) within a ±15° cone, defined as the ratio of the power emitted within this cone to the total power emitted into the upper hemisphere." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "bf8a229f-a5f2-4a2c-8e0c-597c534fc6ec", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Light extraction efficiency is 34.13%\n" - ] - } - ], - "source": [ - "S = I * 1e12 * np.sin(I.coords[\"theta\"])\n", - "\n", - "P = S.sel(theta=slice(0, np.deg2rad(15))).integrate(coord=[\"theta\", \"phi\"])\n", - "P0 = S.sel(theta=slice(0, np.deg2rad(90))).integrate(coord=[\"theta\", \"phi\"])\n", - "\n", - "efficiency = P / P0\n", - "\n", - "print(f\"Light extraction efficiency is {1e2 * efficiency:.2f}%\")" - ] - }, - { - "cell_type": "markdown", - "id": "85863ddf-c5d2-4054-9bbb-2e04a92a561c", - "metadata": {}, - "source": [ - "Finally, we calculate the rotationally symmetric radiation pattern by averaging the total power over the φ (azimuthal) dimension. As we can see, the results are similar to those reported in Figure 4 of the reference paper." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "6363de6b-e948-4522-8544-1f1d4210ccb9", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "I_avg = I.mean(dim=\"phi\").expand_dims(phi=phi_array)\n", - "\n", - "fig = plt.figure()\n", - "\n", - "ax = fig.add_subplot(111, polar=True)\n", - "plt.grid(False)\n", - "c = ax.pcolor(\n", - " phi_array, np.rad2deg(theta_array), I_avg.transpose(\"theta\", \"phi\"), shading=\"auto\", cmap=\"hot\"\n", - ")\n", - "cb = fig.colorbar(c, ax=ax)\n", - "cb.set_label(\"Power\")\n", - "ax.set_ylim(0, 30)\n", - "_ = plt.setp(ax.get_yticklabels(), color=\"white\")\n", - "plt.grid(True)\n", - "\n", - "plt.show()" - ] - } - ], - "metadata": { - "applications": "Nanophotonics", - "description": "This notebook demonstrates how to simulate a blue micro-LED with inclined sidewalls using Tidy3D, addressing the unique challenges presented by EM simulations of LEDs.", - "feature_image": "./img/microLED.png", - "features": "Sources", - "kernelspec": { - "display_name": "base", - "language": "python", - "name": "python3" - }, - "keywords": [ - "micro-LEDs", - "EM simulations", - "LED simulation", - "Tidy3D", - "FDTD" - ], - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.7" - }, - "title": "How to model blue micro LED designs using Tidy3D | Flexcompute" - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{"cells": [{"cell_type": "markdown", "id": "cdc36bfa-e440-4caa-9c67-1be735aaf697", "metadata": {}, "source": ["# FDTD simulation of blue micro-LEDs with inclined sidewalls\n", "\n", "LEDs have become essential light sources, with applications ranging far beyond simple illumination, including optical communication and, notably, display technologies. Among these, \u00b5-LEDs based on InGaN have emerged as promising platforms for next-generation displays, particularly in applications such as augmented reality.\n", "\n", "As LEDs are miniaturized for these advanced uses, maintaining high internal quantum efficiency (IQE) and light extraction efficiency (LEE) becomes increasingly challenging. Precise control over fabrication parameters, such as the sidewall angle, becomes critical for achieving high LEE and desirable far-field emission profiles. In this context, electromagnetic (EM) simulations play a crucial role, allowing for the exploration of design variations and identification of optimal parameters before committing to costly fabrication processes.\n", "\n", "However, accurately simulating LED sources presents unique challenges. LED emission is inherently incoherent, while EM simulations typically use coherent sources, which can introduce unrealistic interference effects. A common technique to approximate incoherent emission involves averaging the intensity profiles generated by multiple dipole sources distributed across the emitting region. While this method effectively captures the statistical nature of incoherent light, it requires a large number of simulations to reduce variance in the results.\n", "\n", "For symmetric structures, the computational cost can be significantly reduced. In this particular model, circular symmetry is exploited by placing dipole sources at various radial positions and averaging over the azimuthal (\u03d5) angle. This approach enables efficient simulation of incoherent emission while preserving the accuracy of spatially averaged field distributions. \n", "\n", "This notebook demonstrates how to model a blue LED with inclined sidewalls using Tidy3D FDTD. The design is based on a recent study `Florian V\u00f6gl, Adrian Avramescu, Andreas Lex, Andreas Waag, Martin Hetzl, and Norwin von Malm, \"Enhanced forward emission by backside mirror design in micron-sized LEDs,\" Opt. Lett. 49, 5095-5098 (2024)`.\n", "\n", "\"Schematic"]}, {"cell_type": "code", "execution_count": 1, "id": "4c4ed346-061f-4ebf-a040-ec47d9cffa8e", "metadata": {}, "outputs": [], "source": ["# library imports\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import tidy3d as td\n", "import tidy3d.web as web"]}, {"cell_type": "markdown", "id": "b0be08c5-55b1-425b-932d-9ec0420452e4", "metadata": {}, "source": ["## Simulation Setup"]}, {"cell_type": "code", "execution_count": 2, "id": "37271c3e-7aad-4036-b25c-ea1f5e8a8d0d", "metadata": {}, "outputs": [], "source": ["# define frequency and wavelength range\n", "\n", "nm = 1e-3\n", "lda0 = 450 * nm\n", "freq0 = td.C_0 / lda0"]}, {"cell_type": "markdown", "id": "37c7c81c-2f13-4d8a-b23a-3b3001308146", "metadata": {}, "source": ["Define the materials used in the simulation."]}, {"cell_type": "code", "execution_count": 3, "id": "12574e34-0741-43f6-aa6b-4c89092dbc98", "metadata": {}, "outputs": [], "source": ["nGaN = td.Medium.from_nk(\n", " n=2.45, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"lightsteelblue\")\n", ")\n", "Al2O3 = td.Medium.from_nk(\n", " n=1.76, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"darkorange\")\n", ")\n", "SiO2 = td.Medium.from_nk(\n", " n=1.46, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"goldenrod\")\n", ")\n", "MQW = td.Medium.from_nk(\n", " n=2.60, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"steelblue\")\n", ")\n", "pGaN = td.Medium.from_nk(\n", " n=2.46, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"cadetblue\")\n", ")\n", "ITO = td.Medium.from_nk(\n", " n=2.00, k=0, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"gainsboro\")\n", ")\n", "metal = td.medium_from_nk(\n", " n=0.028, k=2.88, freq=freq0, viz_spec=td.VisualizationSpec(facecolor=\"gray\")\n", ")"]}, {"cell_type": "markdown", "id": "08a74b24-6ab5-43bf-84a4-c59e3a9c9eb6", "metadata": {}, "source": ["Define geometric parameters, i.e. thickness of each layer."]}, {"cell_type": "code", "execution_count": 4, "id": "2ce4ae84-9c16-4067-a56c-a7df605d2a1a", "metadata": {}, "outputs": [], "source": ["t_nGaN = 1000 * nm\n", "t_MQW = 50 * nm\n", "t_pGaN = 150 * nm\n", "t_ITO = 50 * nm\n", "t_mirror = 120 * nm\n", "t_Al2O3 = 40 * nm\n", "t_SiO2 = 100 * nm\n", "radius = 500 * nm"]}, {"cell_type": "markdown", "id": "883cf171-0a62-4610-ab92-74494918d6df", "metadata": {}, "source": ["Define the structures in the simulation. "]}, {"cell_type": "code", "execution_count": 5, "id": "9e140508-6ab8-4f15-b137-82dde4a0ccbf", "metadata": {}, "outputs": [], "source": ["t_1 = 500 * nm\n", "infinity = 1e3\n", "layer_nGaN = td.Structure(\n", " geometry=td.Box.from_bounds(rmin=(-infinity, -infinity, 0), rmax=(infinity, infinity, t_nGaN))\n", " + td.Cylinder(center=(0, 0, -t_1 / 2), radius=radius, length=t_1),\n", " medium=nGaN,\n", " name=\"nGaN\",\n", ")\n", "\n", "layer_MQW = td.Structure(\n", " geometry=td.Cylinder(center=(0, 0, -t_1 - t_MQW / 2), radius=radius, length=t_MQW),\n", " medium=MQW,\n", " name=\"MQW\",\n", ")\n", "\n", "layer_pGaN = td.Structure(\n", " geometry=td.Cylinder(center=(0, 0, -t_1 - t_MQW - t_pGaN / 2), radius=radius, length=t_pGaN),\n", " medium=pGaN,\n", " name=\"pGaN\",\n", ")\n", "\n", "layer_ITO = td.Structure(\n", " geometry=td.Cylinder(\n", " center=(0, 0, -t_1 - t_MQW - t_pGaN - t_ITO / 2), radius=radius, length=t_ITO\n", " ),\n", " medium=ITO,\n", " name=\"ITO\",\n", ")\n", "\n", "layer_Al2O3 = td.Structure(\n", " geometry=td.Box.from_bounds(rmin=(-infinity, -infinity, -t_Al2O3), rmax=(infinity, infinity, 0))\n", " + td.Cylinder(\n", " center=(0, 0, (-t_1 - t_MQW - t_pGaN - t_ITO - t_Al2O3) / 2),\n", " radius=radius + t_Al2O3,\n", " length=t_1 + t_MQW + t_pGaN + t_ITO + t_Al2O3,\n", " ),\n", " medium=Al2O3,\n", " name=\"Al2O3\",\n", ")\n", "\n", "sidewall_angle = np.deg2rad(45)\n", "radius_1 = 1.2\n", "layer_SiO2 = td.Structure(\n", " geometry=td.Box.from_bounds(\n", " rmin=(-infinity, -infinity, -t_Al2O3 - t_SiO2),\n", " rmax=(infinity, infinity, -t_Al2O3),\n", " )\n", " + td.Cylinder(\n", " center=(0, 0, -t_SiO2 + (-t_1 - t_MQW - t_pGaN - t_ITO - t_Al2O3) / 2),\n", " radius=radius_1,\n", " length=t_1 + t_MQW + t_pGaN + t_ITO + t_Al2O3,\n", " sidewall_angle=-sidewall_angle,\n", " ),\n", " medium=SiO2,\n", " name=\"SiO2\",\n", ")\n", "\n", "radius_2 = 0.2\n", "t_2 = 1.5\n", "layer_silver = td.Structure(\n", " geometry=td.Box.from_bounds(\n", " rmin=(\n", " -infinity,\n", " -infinity,\n", " -t_1 - t_MQW - t_pGaN - t_ITO - t_Al2O3 - t_SiO2 - t_2,\n", " ),\n", " rmax=(infinity, infinity, -t_Al2O3 - t_SiO2),\n", " ),\n", " medium=metal,\n", " name=\"layer_silver\",\n", ")\n", "\n", "contact = td.Structure(\n", " geometry=td.Cylinder(\n", " center=(0, 0, -t_1 - t_MQW - t_pGaN - t_ITO - (t_SiO2 + t_Al2O3) / 2),\n", " radius=radius_2,\n", " length=t_SiO2 + t_Al2O3,\n", " ),\n", " medium=metal,\n", " name=\"contact\",\n", ")"]}, {"cell_type": "markdown", "id": "953ab2a6-934d-40ac-8824-012bf2fd9a89", "metadata": {}, "source": ["Define monitors used in the simulation."]}, {"cell_type": "code", "execution_count": 6, "id": "8a0dc555-f59c-4c53-94c4-37bb1cab05d9", "metadata": {}, "outputs": [], "source": ["theta_array = np.linspace(0, np.deg2rad(90), 180) # polar angle\n", "phi_array = np.linspace(0, 2 * np.pi, 360) # azimuthal angle\n", "\n", "projection_monitor = td.FieldProjectionAngleMonitor(\n", " center=(0, 0, lda0 / 8),\n", " size=(td.inf, td.inf, 0),\n", " freqs=[freq0],\n", " phi=phi_array,\n", " theta=theta_array,\n", " normal_dir=\"+\",\n", " far_field_approx=True,\n", " name=\"far_field\",\n", ")\n", "\n", "field_monitor = td.FieldMonitor(\n", " size=(td.inf, 0, td.inf), freqs=[freq0], fields=[\"Ex\", \"Ey\", \"Ez\"], name=\"field\"\n", ")"]}, {"cell_type": "markdown", "id": "42050f2b-89f2-4af8-aeb9-30502f37931d", "metadata": {}, "source": ["Define a function to set up the simulation based on the dipole position and polarization. This function will be used later to create the necessary simulations for summing intensities and modeling the incoherent LED emission."]}, {"cell_type": "code", "execution_count": 7, "id": "9d5c5b1b-64ad-4507-8f59-51ecd558790e", "metadata": {}, "outputs": [{"data": {"image/png": "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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["sim_box = td.Box.from_bounds(rmin=(-2, -2, -1.2), rmax=(2, 2, 0.3))\n", "\n", "\n", "def make_sim(dipole_x, pol):\n", " dipole = td.PointDipole(\n", " center=(dipole_x, 0, -t_1 - t_MQW / 2),\n", " source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n", " polarization=pol,\n", " )\n", "\n", " if pol == \"Ex\":\n", " symmetry = (0, 1, 0)\n", " elif pol == \"Ey\":\n", " symmetry = (0, -1, 0)\n", " else:\n", " symmetry = (0, 0, 0)\n", "\n", " sim = td.Simulation(\n", " center=sim_box.center,\n", " size=sim_box.size,\n", " grid_spec=td.GridSpec.auto(min_steps_per_wvl=15),\n", " run_time=4e-12,\n", " structures=[\n", " layer_silver,\n", " layer_SiO2,\n", " layer_Al2O3,\n", " layer_nGaN,\n", " layer_MQW,\n", " layer_pGaN,\n", " layer_ITO,\n", " contact,\n", " ],\n", " sources=[dipole],\n", " monitors=[projection_monitor, field_monitor],\n", " boundary_spec=td.BoundarySpec(\n", " x=td.Boundary.absorber(),\n", " y=td.Boundary.absorber(),\n", " z=td.Boundary.pml(),\n", " ),\n", " symmetry=symmetry,\n", " shutoff=5e-5,\n", " )\n", "\n", " return sim\n", "\n", "\n", "sim = make_sim(3 * radius / 4, \"Ey\")\n", "sim.plot(y=0, monitor_alpha=0.1)\n", "plt.show()"]}, {"cell_type": "markdown", "id": "1cdedb80", "metadata": {}, "source": ["Visualizing grid."]}, {"cell_type": "code", "execution_count": 8, "id": "fa9d1abe-b68d-4d97-92e3-0d2d11c2d6a5", "metadata": {}, "outputs": [{"data": {"image/png": "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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["ax = sim.plot(y=0, monitor_alpha=0)\n", "sim.plot_grid(y=0, ax=ax)\n", "ax.set_xlim(0, 0.5)\n", "ax.set_ylim(-1, -0.4)\n", "plt.show()"]}, {"cell_type": "code", "execution_count": 9, "id": "a25ac034-06bf-4987-a27c-49dbd5de0e53", "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Number of grid points: 17.60 M.\n"]}], "source": ["print(f\"Number of grid points: {sim.num_computational_grid_points / 1e6:.2f} M.\")"]}, {"cell_type": "markdown", "id": "4e14016d-d5ff-4702-b689-b9c3a92d0cd6", "metadata": {}, "source": ["## Run a Single Simulation \n", "\n", "First we will carry out a test with a single simulation. The average runtime is about 2 minutes."]}, {"cell_type": "code", "execution_count": 10, "id": "ca2e5219-5573-4226-81b8-ca637c6906c1", "metadata": {}, "outputs": [{"data": {"text/html": ["
09:28:37 -03 Created task 'microLED' with task_id                               \n", "             'fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48' and task_type 'FDTD'.  \n", "
\n"], "text/plain": ["\u001b[2;36m09:28:37 -03\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'microLED'\u001b[0m with task_id \n", "\u001b[2;36m \u001b[0m\u001b[32m'fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
             View task using web UI at                                          \n", "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-103\n", "             7-41e5-9f84-aec5504a1c48'.                                         \n", "
\n"], "text/plain": ["\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", "\u001b[2;36m \u001b[0m\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=366217;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=803939;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m-7ab27b8e-103\u001b[0m\u001b]8;;\u001b\\\n", "\u001b[2;36m \u001b[0m\u001b]8;id=368643;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7ab27b8e-1037-41e5-9f84-aec5504a1c48\u001b\\\u001b[32m7-41e5-9f84-aec5504a1c48'\u001b[0m\u001b]8;;\u001b\\. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
             Task folder: 'default'.                                            \n", "
\n"], "text/plain": ["\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=41589;https://tidy3d.simulation.cloud/folders/folder-a6dab55b-2b24-42c5-9131-af3f0dcf32a3\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "9d3a17e1cc2645c7a4b2638542352762", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n", "
\n"], "text/plain": ["\n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
09:28:40 -03 Maximum FlexCredit cost: 1.755. 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;36m09:28:40 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m1.755\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": ["
09:28:41 -03 status = success                                                   \n", "
\n"], "text/plain": ["\u001b[2;36m09:28:41 -03\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "cea0dd9b0ca34312b059e1f00b25f6ed", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n", "
\n"], "text/plain": ["\n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
09:28:51 -03 loading simulation from simulation_data.hdf5                       \n", "
\n"], "text/plain": ["\u001b[2;36m09:28:51 -03\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5 \n"]}, "metadata": {}, "output_type": "display_data"}], "source": ["sim_data = web.run(sim, \"microLED\")"]}, {"cell_type": "markdown", "id": "9b614bb4", "metadata": {}, "source": ["Visualizing the fields."]}, {"cell_type": "code", "execution_count": 11, "id": "b1a8f3e2-239f-409b-adeb-0dda39c0150e", "metadata": {}, "outputs": [{"data": {"image/png": "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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["sim_data.plot_field(\"field\", \"E\", \"abs\")\n", "plt.show()"]}, {"cell_type": "markdown", "id": "b169ec8b", "metadata": {}, "source": ["Far-field projection for a single source."]}, {"cell_type": "code", "execution_count": 12, "id": "0828679c-7a98-459b-91f9-46ce702b5ab1", "metadata": {}, "outputs": [{"data": {"image/png": "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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["P = sim_data[\"far_field\"].power.squeeze(drop=True) # extract upward radiated power\n", "\n", "# plot the radiation pattern in polar coordinates\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, polar=True)\n", "plt.grid(False)\n", "c = ax.pcolor(phi_array, np.rad2deg(theta_array), P, shading=\"auto\", cmap=\"hot\")\n", "cb = fig.colorbar(c, ax=ax)\n", "cb.set_label(\"Power\")\n", "_ = plt.setp(ax.get_yticklabels(), color=\"white\")\n", "ax.grid(True)\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "id": "4f99f55c-d483-4059-a20a-bb477bf9d2db", "metadata": {}, "source": ["## Parameter Sweep\n", "\n", "As we can see, a single source is not sufficient to capture the emission across the MQW region. To address this, we perform a parameter sweep using five dipoles with positions continuously varied along the positive x-axis. For each position, we simulate two polarizations, in-plane and out-of-plane, resulting in a total of ten simulations."]}, {"cell_type": "code", "execution_count": 13, "id": "3bf88873-1679-4c11-ad90-f147f6946e7d", "metadata": {}, "outputs": [{"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "830da9cc74c6415d958b8321cf549f67", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n", "
\n"], "text/plain": ["\n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
09:28:57 -03 Started working on Batch containing 10 tasks.                      \n", "
\n"], "text/plain": ["\u001b[2;36m09:28:57 -03\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m10\u001b[0m tasks. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
09:29:07 -03 Maximum FlexCredit cost: 17.550 for the whole batch.               \n", "
\n"], "text/plain": ["\u001b[2;36m09:29:07 -03\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m17.550\u001b[0m for the whole batch. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n", "             Batch has completed.                                               \n", "
\n"], "text/plain": ["\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n", "\u001b[2;36m \u001b[0mBatch has completed. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "6b2043460ac24e299c8abc1b98d87322", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
09:29:15 -03 Batch complete.                                                    \n", "
\n"], "text/plain": ["\u001b[2;36m09:29:15 -03\u001b[0m\u001b[2;36m \u001b[0mBatch complete. \n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n", "
\n"], "text/plain": ["\n"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "b03054494bd744ecaef19dc5120fdfb7", "version_major": 2, "version_minor": 0}, "text/plain": ["Output()"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n"], "text/plain": []}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["
\n", "
\n"], "text/plain": ["\n"]}, "metadata": {}, "output_type": "display_data"}], "source": ["dipole_x_list = np.linspace(0, radius, 5)\n", "pol_list = [\"Ex\", \"Ey\"]\n", "\n", "sims = {\n", " f\"x={dipole_x}, pol={pol}\": make_sim(dipole_x, pol)\n", " for dipole_x in dipole_x_list\n", " for pol in pol_list\n", "}\n", "batch = web.Batch(simulations=sims)\n", "batch_results = batch.run(path_dir=\"data\")"]}, {"cell_type": "markdown", "id": "42b00484-77c9-4dbe-a8ec-e6ae2fb2434f", "metadata": {}, "source": ["We now perform an incoherent sum of the power profiles from the ten simulations and plot the resulting radiation pattern."]}, {"cell_type": "code", "execution_count": 14, "id": "01ab2f47-c628-4f8d-a65d-4f40bc3f3ec8", "metadata": {}, "outputs": [{"data": {"image/png": "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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# sum over all simulations\n", "I = 0\n", "for dipole_x in dipole_x_list:\n", " for pol in pol_list:\n", " I += batch_results[f\"x={dipole_x}, pol={pol}\"][\"far_field\"].power.squeeze(drop=True)\n", "\n", "# plot the radiation pattern in polar coordinates\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, polar=True)\n", "plt.grid(False)\n", "c = ax.pcolor(phi_array, np.rad2deg(theta_array), I, shading=\"auto\", cmap=\"hot\")\n", "\n", "cb = fig.colorbar(c, ax=ax)\n", "cb.set_label(\"Power\")\n", "_ = plt.setp(ax.get_yticklabels(), color=\"white\")\n", "plt.grid(True)\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "id": "76ba1710-50b6-4495-a6f2-9ea4ce561015", "metadata": {}, "source": ["Now, we calculate the light extraction efficiency (LEE) within a \u00b115\u00b0 cone, defined as the ratio of the power emitted within this cone to the total power emitted into the upper hemisphere."]}, {"cell_type": "code", "execution_count": 15, "id": "bf8a229f-a5f2-4a2c-8e0c-597c534fc6ec", "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Light extraction efficiency is 34.13%\n"]}], "source": ["S = I * 1e12 * np.sin(I.coords[\"theta\"])\n", "\n", "P = S.sel(theta=slice(0, np.deg2rad(15))).integrate(coord=[\"theta\", \"phi\"])\n", "P0 = S.sel(theta=slice(0, np.deg2rad(90))).integrate(coord=[\"theta\", \"phi\"])\n", "\n", "efficiency = P / P0\n", "\n", "print(f\"Light extraction efficiency is {1e2 * efficiency:.2f}%\")"]}, {"cell_type": "markdown", "id": "85863ddf-c5d2-4054-9bbb-2e04a92a561c", "metadata": {}, "source": ["Finally, we calculate the rotationally symmetric radiation pattern by averaging the total power over the \u03c6 (azimuthal) dimension. As we can see, the results are similar to those reported in Figure 4 of the reference paper."]}, {"cell_type": "code", "execution_count": 16, "id": "6363de6b-e948-4522-8544-1f1d4210ccb9", "metadata": {}, "outputs": [{"data": {"image/png": "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", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["I_avg = I.mean(dim=\"phi\").expand_dims(phi=phi_array)\n", "\n", "fig = plt.figure()\n", "\n", "ax = fig.add_subplot(111, polar=True)\n", "plt.grid(False)\n", "c = ax.pcolor(\n", " phi_array, np.rad2deg(theta_array), I_avg.transpose(\"theta\", \"phi\"), shading=\"auto\", cmap=\"hot\"\n", ")\n", "cb = fig.colorbar(c, ax=ax)\n", "cb.set_label(\"Power\")\n", "ax.set_ylim(0, 30)\n", "_ = plt.setp(ax.get_yticklabels(), color=\"white\")\n", "plt.grid(True)\n", "\n", "plt.show()"]}], "metadata": {"applications": ["Nanophotonics"], "description": "This notebook demonstrates how to simulate a blue micro-LED with inclined sidewalls using Tidy3D, addressing the unique challenges presented by EM simulations of LEDs.", "feature_image": "./img/microLED.png", "features": ["Sources"], "kernelspec": {"display_name": "base", "language": "python", "name": "python3"}, "keywords": "micro-LEDs, EM simulations, LED simulation, Tidy3D, FDTD", "language_info": {"codemirror_mode": {"name": "ipython", "version": 3}, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7"}, "title": "How to model blue micro LED designs using Tidy3D | Flexcompute"}, "nbformat": 4, "nbformat_minor": 5} \ No newline at end of file