{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Loading and Using Tracking Observations\n", "\n", "Copyright (c) 2010-2024, Delft University of Technology. All rights reserved. This file is part of the Tudat. Redistribution and use in source and binary forms, with or without modification, are permitted exclusively under the terms of the Modified BSD license. You should have received a copy of the license with this file. If not, please or visit: http://tudat.tudelft.nl/LICENSE.\n", "\n", "## Objectives\n", "\n", "With this example, we will explore how to **load tracking observations** into Tudat so that they can be used for estimation purposes. \n", "\n", "We then show how to **simulate the same measurements and reduce the observation residuals** by adding a **more accurate rotation model and relativistic corrections**.\n", "\n", "The example uses **range measurements** from the **Mars Reconnaissance Orbiter (MRO)** with a variety of **Deep Space Network (DSN)** ground stations. The data is already corrected so that it represents the **two-way light time** between those ground stations and Mars system barycenter. To simulate the observations, we start from SPICE ephemerides and obtain residuals in the order of a few hundred meters.\n", "\n", "## Prerequisites\n", "\n", "To run this example, you need [the data file](https://ssd.jpl.nasa.gov/dat/planets/mrorange2006-2013.txt) from the NASA JPL and store it in a subfolder called ``./data``. For your convenience, this file [has been added to the example repository](./data/mrorange2006-2013.txt) already.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:29.827866Z", "iopub.status.busy": "2025-09-16T07:37:29.827709Z", "iopub.status.idle": "2025-09-16T07:37:29.832741Z", "shell.execute_reply": "2025-09-16T07:37:29.832406Z" } }, "outputs": [], "source": [ "# Set the filename of the data file\n", "TRACKING_FNAME = \"./data/mrorange2006-2013.txt\"\n", "\n", "# Check if you have the file in the correct place\n", "try:\n", " with open(TRACKING_FNAME, \"r\") as f:\n", " pass\n", "except FileNotFoundError:\n", " print(\n", " f\"FILE {TRACKING_FNAME} NOT FOUND. Make sure you have downloaded the data file and stored in the correct place.\"\n", " )\n", " exit(1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import statements\n", "\n", "Typically - in the most pythonic way - all required modules are imported at the very beginning.\n", "\n", "Some standard modules are first loaded: `numpy` and `matplotlib.pyplot`.\n", "\n", "Then, the different modules of `tudatpy` that will be used are imported. Most notably, some elements of the `observation`, `estimation` and `estimation_setup` modules will be used and demonstrated within this example.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:29.834153Z", "iopub.status.busy": "2025-09-16T07:37:29.834003Z", "iopub.status.idle": "2025-09-16T07:37:31.158212Z", "shell.execute_reply": "2025-09-16T07:37:31.157799Z" } }, "outputs": [], "source": [ "# General imports\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Tudatpy imports\n", "from tudatpy import data\n", "from tudatpy import constants\n", "from tudatpy.interface import spice\n", "from tudatpy.dynamics import environment, environment_setup\n", "from tudatpy.estimation import observable_models_setup, observations_setup\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read the observations\n", "\n", "To investigate the observation data, we will start by **reading the observations** into a format that is useful for Tudat.\n", "\n", "After inspecting the data file, we can see that it contains the following columns:\n", "\n", "1) the spacecraft id\n", "2) the DSN stations involved with the measurement\n", "3) a date in UTC format\n", "4) the round-trip light\n", "5) a correction term.\n", "\n", "We can use the `read_tracking_txt_file` function to read this **raw data** and translate it into an **intermediate format** that takes care of appropriate unit conversions for known column identifiers.\n", "\n", "The file columns specified here are all known to Tudat, and can be used to **process the observation** (see `tudatpy.data.TrackingDataType` for a complete list of available column types). If a file contains additional columns, they can be specified with any unknown string and the `read_tracking_txt_file` function will load them in string format without using them further. If needed, these can be accessed as a dictionary through `raw_datafile.raw_datamap`.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.159923Z", "iopub.status.busy": "2025-09-16T07:37:31.159781Z", "iopub.status.idle": "2025-09-16T07:37:31.176895Z", "shell.execute_reply": "2025-09-16T07:37:31.176416Z" } }, "outputs": [], "source": [ "file_columns = [\n", " \"spacecraft_id\",\n", " \"dsn_transmitting_station_nr\",\n", " \"dsn_receiving_station_nr\",\n", " \"year\",\n", " \"month_three_letter\",\n", " \"day\",\n", " \"hour\",\n", " \"minute\",\n", " \"second\",\n", " \"round_trip_light_time_microseconds\",\n", " \"time_tag_delay_microseconds\",\n", "]\n", "\n", "raw_datafile = data.read_tracking_txt_file(\n", " file_name=TRACKING_FNAME, column_types=file_columns, comment_symbol=\"#\", value_separators=\",:\\t \"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convert to Observation Collection\n", "\n", "We can now specify any required **ancillary settings**; in this case, we use the factory function for **N-way range** observations, where all signals are in the **X frequency band**. Then, all the necessary information is available to create the **observation collection** with \"Mars\" as main body. \n", "\n", "Recall that the observations were made using the MRO spacecraft, but **already corrected for Mars system barycenter**. You could consider that there might be slightly **difference between Mars itself and the system barycenter**, but since both **Deimos and Phobos are very small** (7 and 8 orders of magnitude less massive than Mars), **this difference is negligible** for the example.\n", "\n", "An `ObservationCollection` is the useful type for Tudat to perform all its estimation functionality. You can read up on it in [the documentation](https://docs.tudat.space/en/latest/_src_user_guide/state_estimation/observation_simulation.html#creating-observations). In this case, we obtained that collection from real tracking data, but it is also possible to artificially create such a collection from a simulation or from known ephemerides, which is what we will demonstrate [below](#simulation).\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.178380Z", "iopub.status.busy": "2025-09-16T07:37:31.178196Z", "iopub.status.idle": "2025-09-16T07:37:31.292648Z", "shell.execute_reply": "2025-09-16T07:37:31.291937Z" } }, "outputs": [], "source": [ "# Create ancillary settings\n", "ancillary_settings = observations_setup.ancillary_settings.n_way_range_ancillary_settings(frequency_bands=[observations_setup.ancillary_settings.FrequencyBands.x_band])\n", "\n", "# Create the observation collection\n", "observation_collection = observations_setup.observations_wrapper.create_tracking_txtfile_observation_collection(\n", " raw_datafile, \"Mars\", ancillary_settings=ancillary_settings\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, it is possible to **extract the observation times and values and plot them** for inspection. \n", "The range from Earth to Mars and back oscillates between about 1.2 AU at closest approach and 5 AU when furthest apart. This is certainly within intuitive expectations for a planet at ~1.5 AU semi-major axis.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.294810Z", "iopub.status.busy": "2025-09-16T07:37:31.294556Z", "iopub.status.idle": "2025-09-16T07:37:31.414151Z", "shell.execute_reply": "2025-09-16T07:37:31.413753Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "observation_times = np.array(observation_collection.concatenated_times)\n", "observation_vals = observation_collection.concatenated_observations\n", "observation_times_year = observation_times / constants.JULIAN_YEAR + 2000\n", "\n", "\n", "plt.figure()\n", "plt.title(\"Observed two-way range to Mars\")\n", "plt.plot(observation_times_year, observation_vals / constants.ASTRONOMICAL_UNIT, \".\", label=\"Scatter plot\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Two-way range [AU]\")\n", "plt.legend()\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation\n", "\n", "As we mentioned earlier, within this example we also aim to **mimic the loaded real observations** starting from **SPICE ephemerides**. To achieve this, the first step is to load the standard SPICE kernels into our program." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.415874Z", "iopub.status.busy": "2025-09-16T07:37:31.415714Z", "iopub.status.idle": "2025-09-16T07:37:31.452926Z", "shell.execute_reply": "2025-09-16T07:37:31.452318Z" } }, "outputs": [], "source": [ "spice.load_standard_kernels()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Bodies\n", "\n", "We then continue to set up the environment by creating the relevant bodies and applying their default body settings. A global frame with origin at Solar System Barycenter (SSB) and J2000 orientation is chosen. For this example, we want to show the influence of adding a more precise rotation model, so a simple utility function is introduced to create the bodies.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.454643Z", "iopub.status.busy": "2025-09-16T07:37:31.454511Z", "iopub.status.idle": "2025-09-16T07:37:31.507728Z", "shell.execute_reply": "2025-09-16T07:37:31.507265Z" } }, "outputs": [], "source": [ "def create_bodies(use_itrf_rotation_model: bool = False) -> environment.SystemOfBodies:\n", " # Create default body settings\n", " bodies_to_create = [\"Sun\", \"Earth\", \"Mars\"]\n", " global_frame_origin = \"SSB\"\n", " global_frame_orientation = \"J2000\"\n", " body_settings = environment_setup.get_default_body_settings(\n", " bodies_to_create, global_frame_origin, global_frame_orientation\n", " )\n", "\n", " # Add ground stations DSN\n", " body_settings.get(\"Earth\").ground_station_settings = environment_setup.ground_station.dsn_stations()\n", " bodies = environment_setup.create_system_of_bodies(body_settings)\n", "\n", " # Rotation model\n", " if use_itrf_rotation_model:\n", " body_settings.get(\"Earth\").rotation_model_settings = environment_setup.rotation_model.gcrs_to_itrs(\n", " environment_setup.rotation_model.iau_2006, global_frame_orientation\n", " )\n", "\n", " # Create system of bodies\n", " bodies = environment_setup.create_system_of_bodies(body_settings)\n", " return bodies\n", "\n", "\n", "bodies = create_bodies()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Simulated observations\n", "\n", "To simulate observations, we need three main things:\n", "\n", "* Observation simulators, defining which observation types need to be simulated and which linkends need to be used.\n", "* Observation simulation settings, defining the times at which to simulate the observations.\n", "* The system of bodies relevant for the simulation\n", "\n", "Do check out the [documentation](https://docs.tudat.space/en/latest/_src_user_guide/state_estimation/observation_simulation.html#simulating-the-observations) for a more rigorous explanation of the technicalities.\n", "\n", "The system of bodies was already defined above, and all the other required information is in the collection of real observations that were loaded from the data file. For the observation simulation settings, there is a convenience function that extracts the settings from the collection `observation_settings_from_collection`. Creating the simulators is slightly more involved, as we need to specify the correct link definition for every observation - recall that the measurements are made using a variety of ground station." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.509498Z", "iopub.status.busy": "2025-09-16T07:37:31.509351Z", "iopub.status.idle": "2025-09-16T07:37:31.678302Z", "shell.execute_reply": "2025-09-16T07:37:31.677823Z" } }, "outputs": [], "source": [ "# Extract the relevant information from the real observations to mimic\n", "linkdef_ids = observation_collection.concatenated_link_definition_ids\n", "distinct_linkdefs = observation_collection.get_link_definitions_for_observables(observable_models_setup.model_settings.n_way_range_type)\n", "\n", "# Create the observation model settings to match those of the real observations\n", "observation_model_settings = [\n", " observable_models_setup.model_settings.n_way_range(distinct_linkdefs[linkdef_id]) for linkdef_id in linkdef_ids\n", "]\n", "\n", "def create_observations(observation_model_settings, bodies):\n", " # Create the observation simulators\n", " observation_simulators = observations_setup.observations_simulation_settings.create_observation_simulators(observation_model_settings, bodies)\n", "\n", " # Get the simulator settings directly from the real observations\n", " observation_simulation_settings = observations_setup.observations_simulation_settings.observation_settings_from_collection(observation_collection, bodies)\n", "\n", " # Simulate the observations\n", " simulated_observations = observations_setup.observations_wrapper.simulate_observations(observation_simulation_settings, observation_simulators, bodies)\n", "\n", " return simulated_observations\n", "\n", "# Simulate the observations\n", "simulated_observations_simple = create_observations(observation_model_settings, bodies)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simple simulation\n", "For the first attempt, we don't include any corrections. This implies that the simulation will simply calculate the Euclidean distance that the light travels between the link ends. Plotting the difference between that and the observations reveals an error that grows with the distance between Earth and Mars. The larger the distance, the more that range is underestimated by the simple simulation. Additionally, there is some spread of the residuals, that seems to be related to a phenomenon of much higher frequency." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.680193Z", "iopub.status.busy": "2025-09-16T07:37:31.680027Z", "iopub.status.idle": "2025-09-16T07:37:31.776032Z", "shell.execute_reply": "2025-09-16T07:37:31.775583Z" } }, "outputs": [ { "data": { "image/png": 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IxI3PDeVAwIIJCflyAPtlxIa50GwWNDJr02GXtpNLq8QWlUp4moTNoOmtBDFMnEfPXuT8eYxXWMhi4srnxox+H6frAenbvCJ91qchnTh/mVoNyfTLwOvb09bzIBulwD8PKRvsutmx83tscOJipibrha41hWbaXzA6PPZTGvtnMV5hcyETs/S5tiKNWbLbch/9YtVBL3a9huCVA3PRT4t3e3xv5N/pNOrvdOFMz6ak6EEmGkXOszkD29L9I2bTttPW6002FUc//7d8D722Ijc5VywTmqzezSpSnXJF6eXJ62z7aOJ72NdpKs1Vs0wRalCxeDBPn4lSWMhiYr5GoX84qVJSAj3y00pLswE+4kE2ejAnGn2uU3Xaftpao8GlVWJDsH5p8npR+B2g/bEAw7vrqifT3C1HvB4D/eCBNpXF4spcmqvnFwvo3axktgxjhM2FTEyB/DY5F7CAw5aDrHGQ5bDu6EtA+v5vW1wTrwp88vOAljx5RjFIMDt85hatj+Y8GwIWZfWDB9qkKv25nFnJbLnGKWOGhSwmZsAAN2R6IAQsTK5OalypuFcHWQkPstFbpw5trQOffD03nSfPKOXZ8Supx+cL6EeTud+8SOp7rXcN1J7j512+fKqJk/32GBUsZDExNYkGiptSMqhBhUQxoEoHWW/yFg+y0RdR6Mhqaythetqa/SLQQaWphGD/y6q9NHX1PhbEIlCDNWHFXtNWT4Eaz/fj11ejwV1rWk6I0m8LJsGJj7YS+fbMx+GKEIwZ9sliYsaRWRR7zUGaBiMphbMHVDhIIwlpQr5cYlWsgwfZyEZqIYyJJUFCHqLZz7al3zccprembVB+F/ubC4RD6DIeC32PgyAihyU7jim2ekrTPRuVE236r3ZVqUWVJPprwyEaOnOrx7cqJhUU6VsgrMPJHT5Y6BNYXLHfHqODhSwmprK6B0LAwnHOXM7MDJ2SnFcMwPjDAKuDM4NHBxCSjBn/8TJuey4aQETd65elt6dt0PYhYwJKWfvOaQ6C+HmNmyDGhI9rKyfZ2m9S2j4a2LkGzd18WDmW4Nm+pXF5UUxaBkxAWDcuwKDB4jZnVLC5kImprO45Ra5zv9uSm9p/NNfNRKRLYOnI8utAqgd2fo9GvywH7TqWKTxBE+XwoqlEv4N5UNXfcGwuJh0ZQNvUtW4Zr/tBeEYJHWPB6ExfPaLhdzYSpsGJaXvdAiakkzv6TMuqJVjAYrSwkMXEXFZ3f4Dw9GaPOplaDlJn+pbmJumjhYfHuOLlzODR6pflpJSkBPF/aCcWDO4oJteeDcq5BC5pDoK2AwWC356mDrDAsdkvJ3L48p9NqGfDcpb74DneedSzzJIQtBxEZy9d9RhnpFbTWICeYVSwuZCJ+qzuOZWz5ARaMSlBO5hKU4DRRICyGsj6bLU/E1mgXV7oUpPe+3Wj0D5CKOqVmkFlEwu47XP20mGakqWtwkT7fNcaot0hYOkEe+wHIZzbPrJAdvfJK9WaR9C5bhn64PfNys9gVpaCubHdMWas3nuC7hq1yMOEyDBGWMhiohKsHIfN3OpVwLIjhH19T2O6vlYZcUzVYGrWTEgfLbv7M5EDzLkw60LAAv9qW5lqXtpqbYZGPq1fN1G5xAJ6AQu+PQNacdbvCAFtuHzncTp29iKdOn9FOwZ0rFGSflt3QNumTSoXd2mwjU7uz3epkSmom0yI7I/HmGEhi4nKifKFCWu87oeag72bVnQ5rOqQPjRyMDVmBIeGS6eZUA2+Vvsz4cUsPIEv5+ygm1Mc1M2LGRrte/L8ZTeneSPYdO5ShivSFdoP7gfhwRz1aYUoBK7YLiNFVRpsLKJ0fYS12IwZFrKYqJwo7YB6g+VhHupaU2giMAiqaFo5u+YYBtOWqcVp/PRZ1KtbB0pJLmL5GxxhFP0+fL/sykUDsyJJgco8BOHq5UnrtBM3m48ia3yw60Lg1Phowdm9VNECrpQNUnttFJxZi83YgR3fmZh2doevBbLAQ70/pn8L6lCjpNvnqFuGwdQI/HOqJzrd/HSs4Aij6PLhMyOjCyUeAQ5ZNmdjt8Mm6UBvZT5ih+jQgXv90+KdOQqGQVsOua0ebTxwWvjf9R25WLwao4althKLN9lHWIsdGex3BSJcoEiBNVlMVKHSMtgB9QyH921E79xajw6dukAj/95OU1cfoL+3HBGDKDutxj4QnrrULUO/rj2gjS5UaSiPnLlAj49Z6fY5ut8bN9ehaqWKsPkoykyEVvRuVoFqlini5mJg9Lcy5tLCOIQgivoVinGerAgs/t4r1d0NIFywJouJqhUKuKVReb+OgUhACFSL0o/RtNXZEy1rHeKnD6mcnFFWR6W1lBrKppWTlBqwV6eso13Hzor9VKkhOAgiNKgSw+qx3uunJbup5+eePpyuXFrmAuMzNrGAFaHF38duz0Wr9pwM96mxkMVExwpFqu5bDpmpqEdmHzx8707f6DHUct3B+DU1yxJKvmJOSmk0MUoTIn6TTYbBBffYvgbL4bef1qh52z2CHnjciORn20F3fL047Ami2VzIRF1EWE7RDaKceiH+TM14X7KA0+9J3BhRZjQxIoeS9NHiHErBHR+2HToTlGNjTJCpPvC6cvdJv5PPctRpeNxInBGQWoPNhUzcZHW3ol/bVA65j3FUGfuf61SdiuW3/p6unJLKJIjfwHuzE/zgCWto1e7jgbsYRmgoWg2ZSS9PXheUu3F3y0oiqtSKbnXLeh03jJp4sxM9E9hnWyXQhFvbyEIWE9Fgggs2GEfvb50a9N9hwg+0TcjejslT1Jv8bQuN2+awjEYyC2cSXUSZamGA3+r5xQKeYMOUqsEf/rNwpzInmpHmVZM8zMHSfxRCNWpcGmsisv9ncJ9tpN5wRJhvJJsLmYgGE1jPhmVp0sr9Pn9XPGum5JGBKMPDRC+Y+Mw+eQsO5aZ2H84VySd1ZVGMpsCEfLlE4lEM3CotRiSbLmKFUGi4IRjrks9KkDvt1cnrXNHJI+Zuo3d/3Wj5HU5aGliMplgUBb+1UXk3v93OdUqH9XljTVYO+eKLLyg1NZUKFChATZo0ob///jswLcOIh+ftaev9ErBAtVKF3SQqDJj9rvPUWGGXcKqTmdAAMw20Sar5D9ugGbFyUpemQBQM1glYcj+E9lMEmi5iBSsTrmufEr5pL8yHgwbk0fZV3fKhPdqhKj3RsZrbvlI79cFvG0VOPm/ar3BrVmKJcSZT7Ig522himntg1PS1B8T2cMFCVg4YN24cPfXUU/Tvf/+b0tLS6LrrrqOuXbvSrl1scw+Uv8XIv9P9PsaWQ2fcE0g6iW6sX5ZD7ePZvGQxAWKytBKAVL412ckP3YWzehUSlcew6yjNeKd3s4qWn6cftS/MQvAZZEou2rNROfpi9jbRL7C1V7MK9M8WlahF1RLK6OTPZ3mfyDlpaXDTNkCLqNJwwkcyXFG+bC7MAR9//DE9+OCD1K9fP/H+008/pd9++42+/PJLGjJkiK1jnD17lnLnzk2RypUrV8TruXPnKE+e0HSXA6cuBMXfAur/Y6fO0mvda9Br0za5Ir9e7X6NuL6Ze45SpaSClJyQx+s14xx3Hjsv9i9jyhgfrYSjrUPFhj3HvZqX0BdKJWQ+k7o+aRzQkTNJZoLHd9GvbmtUVnxeOsGhNBk+3bEKFc2TofyNUBLNbT0hbb/r+Q0EEKAwBtzWqAz945pitOvYeSqYNxf1HZ2WXSSciMYs2U1jl+ym/q1TPNwOvLkhoC98cEstalgxUYwXoWz/aG5rX59pp8XYv3HPUSqaJ7uEWk7wpf1i546HmEuXLtHy5ctp0KBBbts7depECxYs8Nj/4sWL4k9y6tQp8VqlShVyeAthCSMFCxakb7/9Vpzn+fOhWQnkrVCHit/6Wo6P43Q63e6tM+Mq3dShBWWcOUa5CidR7sQydPXkAXrqj4ZUpOO/yJErFzkzMujivG9pxAv3aa+5QO2ObvufnjmCLqyfSdFOONo6VKC9S9z3pWgzHVevZtC1tw+g82m/ZPaPYmXp6on9or+o+qRRK4bB/uUp62nAre3F/tn95CFy5Mot+t75tX/S4G9/pheyPg8n0drWdtrRF/D8Hhs/mB4eup0etjEGoclHzNspxhU5vqBtT8//kQq3/qfbeRk/PzHza7r7s/CMEdHa1oHsC8axPxCgbe3icPqyN+Ni3759VL58eZo/fz61atXKtf2dd96h77//njZt2uR2t1577TV6/fXXPe7gTz/9RAkJbD4wsvM00cdrod2zI3yi+zpsbHfSDeUyqE0ZJx2+4BC5kRC6f+Ii0Wsrcov6dcYyK681vqoM7ce5fbLW/v5M5PDXXgdN2ZXLo1+Y3zdIctLqY2hVh2jb3lUyqFYxJ726wnuffKz2VVH3UoL+NWd/Lpq13/14LUvzsOsPW046aPj6wGn+O5bNoHZlM9zGBNlu5nFBBdrz6bpXqVIRooUHHTRue66s78h+5aSbUzLo+vLc3oFGPlsz9+M+69spGM8ctIJ9+/alkydPUtGiRS33ZU1WDjFroczaE8ngwYPpmWeecdNkVaxYkdq0aeO1kcIJVM3z5s0T5xkqVfOSnSeI1q61ubfD5nYH5UosRa+nHXWZCV/uWo0S8uUm5wp3gRiDJAbdG69v7XbNP686QJ8s3Oqhksb+5Ws2pGaVilE0E462DiXtiej8zxvoj01HLfvJqmMG7Sc5aHx6bvrPPQ3IsWKVV5PQzR1aiP/vPH6eKhXPdIx//Yulru/J4z3QtRmVLho+qTxa27rWqYs0fP1Sn7+nMudhW4OaVej12TvcxoRbG5QRn2eUOUBvTPd83o2gPWvXz3z20b9u2nea/vk9+onsQw6aujs3PXZT+No7WtvaCozFb/661YvJ2Env3lSdGqcUD/i9l5YoO8TGHQ8DycnJwpfqwAH3WmiHDh2i0qVLe+yfP39+8WcmMTExooWsy5cvi1ecY968eUPym9uPZ9YoDDS/bcieXPFwYgBVyWgyC7i8ZjhMLt95XDvgwpm1TqVSlBjlYfnhaOtQgnb8a7NRwLIH+sqGI5csJ1t0I4Txpx3I9t1CP+rXJtUzZ5aT6Oil3HRNoto5PhREa1ufI//MXR1qlKR/1CpJ/560TghAeGYfbl+FPjE4q6Nd3vp1G3VpkCIiRBMKnvSawgHHKVm8KK07cllEPDryFfDoJ+Fu72hta6vn2LuAlcnxSw66pmIpCjS+uPiwkOUn+fLlEykb/vjjD7rllltc2/G+R48e/h427sED9N6MjQG/D9dVT6a/t7gLb+IZNT2oMCa91aM2FTq42qOyuwpMpKqElEzs5FbCRNqscnGlI7sEY27NMkXoli+yiwvjddTf6R7f4xB+//l2nn/RxjM3HaYB7asIs37Vhi1o3YEzIt2CVYoN83OPdmxXoyTN2njYta1BxURXm+NzpO7g9o6U59ghkg3nyp2b/tW2KoULTuGQA2D+GzVqlHAq3LBhAz399NMifcPDDxtdKBlfWLbjWECTDGK9MbDTNeLPW14dMKxvI7qjSQXxf2QBtxSwiGjigFbaBJZM9OVWggB0W+PybqH8EKJLFS1AD7ZJ1X4ffWTpDs9oJ0Q19WtTxeN4LJT7l0gWQqu/3D5iMW044aCUpASRkJYsapgqs/Y7iWYbBCywYtcJ9xQCMzbSAFNuLW7v0D/HkZK+AbAmKwf07t2bjh49Sm+88Qbt37+f6tatS9OnT6dKlSoFroXiBDwEw/7aIsKkAwnGvw9/30wf/b6ZutQtQ7+vOyhWqyowDzaulB3iu/PoOa2AJQdPZBi2ggvDRg6yPA5SLxi7QJMSV+nmlnUouWhB0f7Yb2DnGkKjgQl37ubDIi+WzJfU99qKop86bWi7sP3+NpXFnzweC1i+A40yytPkdP01dnsuarHrhPY4sobpoVPqMkvefh/9aniWCRJ95fkuNXgRFqzn2GZ/kPnvuEB0lDJgwADasWOHSM+AlA5t27YN9ylF5QDacshM+sk0cdkBA9k39zYRpXeswHF/XXuA7m6Roi36igESvleyjl2lEgkeKya8H35nI5o3qIPXwdOqMKwuiSUTXNBmkwa0outrlnRtW340F706dSM9PiZNCFQAA3LLqiXE/43aTLyMW7qHBnVzT1yJeojIBP+CKaGl1GLI4+GV2z6cdQod4vlXDQF4tmUNU7Sl8ts+aFBwvu/P2MTPeJCeY1gd7IJSWOGCNVlM2AdQrEh0eKtbiIHswe+X0+CuNalW2UShGoaJBo8UXs18t3Cn5fk89lOaGGx7pTqoW2IBsWJCyQxov+SkeWODcrauy5y8Utatw0RudI6Wdc+YcGlEHB5tJFe9KrMR+kL98sWEoI0V8uo9J1z1EHEkZA6vX6GYUmtl9PHjtg9HnUInNapYTNSpNPYDR9ZzKNtLVX9SCtPv/7pJqw03g/2W7zhOSYUza+uxFjNwNKlk7SdpBLVGwwULWUzYB1CrZ6Rgvjz0XKdr6IPfN1seZ8ivG+m+VpXoszsb0snzl8UxXxGRRL6Dhxb5bgacvCCEHzg0w98G5iCYB+2YAHWTMwZcnfDFA3D4NSLm4r26ydYoQPUduciQoiGztMeCwR092tNK8Oa21yOi9gJQ2B3HQL6ksokFXM/1XxsO0aWrVylv7lzivQQLIXNheQhYcKC+uUE58Rw/MTY7I7wVcj8WqgODcfy9xVQMWgXaLpylrFjIYiJ6APXFR+u7BTvFXyBAmPeuY+doYXq2UIRBEg81CpB6GzR1kzMuViV8hdNnINIHVARDIGQaK9ec3CM7GhFz5J/0/zBqM+Fng2MBnJtn3jQSk/CNDQraEry57a1BG9x5bUXhTuArD7SuTFVKFqJiBfNR/fJFKG3+TG3U8LCZ26hr3TL0yk21PYRxITzDWd6ZWZeySeXiSv8+FWahGsIczJGs2fIdY7v5UicFQnO4rAUsZDFhH0Chun/BwmSYE+SDqBoHW1dLovlbj2mzBBfIm9tD82BcNVlpIlSTM0yNOhU3TE7SB4jJZMTcbW5h9mhL9BV/B0uV4JtJpqFPFwmG30MbC9Pg3hOZJuksIbvPtepzgb+d2axspRVjrCdWfwNivp2/w7UYggYrzUvUMPw2MzKcys+cWRpzINI1dK2pXR3KvvHT4mw/TICxoOcXC4Rgxpot36NLjfOEXc0m9gunxphTODBhB53fl5Dc62vaTy6HB+yNHnWUDqtmAUvug3OBWeH8pateNR/GvDoS6diM64Lfzpj+LVyO8njIxeBsgh1k3Rkxx13Akm2JydHfYAEp+ErHdAx+/VpXov41rtKLXa6hnwe01Apw+C6EISlgAbyOXeI+iUpQSNh8nvL35aCLVw7vD77Tu1wMyYAWq6hh8Nv6g7aOib6gOszL3WvR/EEd6fGO1ZTjmtR8ZZ8XB7/YEbR7fO5ZE9guqnE6VLAmi4mq3FiYIN+6pS69lZX/ZNLKfV73/0ft0pQvTy7LnFdy8Pu8byOqVy7TrCCjC62+Y9ZE2HFsrlfeM/Mzm42ywaQjNQaBDsc2aqXQbrM2HKB/z89Nzk2bKZdjs2UQgi53Uvd6ZWjaGvfKD3Cz1Z6nobTdiXOXhUDOpqPgOr3j+YL5H9h5rq004BJpsjKn8uhWv6yr3Y3abFUwDj/3OQ+OskM4NcasyWLCCoSSJ8eutLWvOST+0z6NRFShrhMb/WcwsX7Wp6HX31i1+6QwKwC8GjUP3rK96xybzSvVQvlyR1yYcaQJ3WRxz3M6WBrTM7w0eb2rzpy5vcypFlRJENHHHmpbxZazrap/QJhUpfhg3H02cwraCUlIjc+11GiqQBMN79uIHmqbajm+DFKk7ACy30Bgl9rsiY+2UvYfNhfnLDjKTHZ7OSOiKgdrspiwYZ50rIAK3rhClPyrXVW6uWE5oTWAkIJQXflq9p+Bmc7bCnbUvO30z+YVaOfpTH+OFlWTxeAo/SgkGCtf71FHCG++OjbrcvCEM8w4ktDVBZP1AQM1WFq1FxxljSH+g7vVFJFlKj87ZIM3azSE8/vO49SkUqZQp/s9CUcaqsG9gyCj02zqQHugG+G+Zi/OMn2yAIQfaBERCaqrR4rEtN3rlxO5s6Q/nkzfII+J48jxx5y41qjJVmm2OBt8cKJLH7++Gh08dYHGLs3047OZbSNosJDFRLwpACsTlYAlkZotswB316hFbloDDJCPtKtKX8zepn1gsd+/J62lv7fmJlqLtBGbRZmVdw2DoxQBXp60jl6dvM41kNp1bFbtJ8t5MEQb9qsr3E96tJXXDPu+oGuHrYdO08uT17ntK/zDnJlCvTmlB7QWTouca1b9wwibjtRAiPFFyJIBEkazMMYHWSjZWCNVJ2AZNR/GZLJI32DO3C8/t5Oiw2yuNo5bXB3COjjKbob3z/7amvW/zJGaHd+ZuMVuDaoht/muvdBpKT63ELAATudv4RCffWKIKMTECsfoJzpWEx/JYxhNTGbHat1KVTi/d6npZgbB8WS28Xglc5JaTZ9nlSUxAk1SIAUs2Q4oBi5bU66WzQKWBFoPRDyiIPBb0zaIV5j4rExa5v6BFCA62HSkBhpBX8DjJwUbmWXf7gLv7uYpXgMgfDmmyuFadQyr6hAMifZA7jnUoPUHdnxn4hI56Vglk4MjOlT2vq72vGkNdGaFLnVLezgxg5Fz02n62v3K4xk1EFYrVQkGULOZItyrrYiIJrTQViDDeiCR/ejE+csu4cprXbosQcscHQafm441S9FfGw95HeCRY00Fm47U4FnxNb0L2mXa6v3UXaP9RpThsbOXlCao/yzeRT8u2SWKgT/QJrOOoV38TdHBSWrtgUXoR39YJ6WOxAUMmwuZsIHBRTfpGP0idJF70AYhMaBK4DLnqdKBT4b1aUQlCucXDyEKw6qErGlr9msnYVUCS93gbBWSHq/mIpEPy0LACoSzuxHPRJT2XavNXQlthsLmOgHL2D+gkVEJ6Tp/w3gHz4q/+fOgaXxn+gaPaNGFBx309EdzXZGBKkELn438O51G/Z3uU142XW48taCXvVjkJLX2Iwx9c6+yzn8XKljIYiLWJ6tno3KWkXvGxICq0HupVRo2cwv9tFidzBCDLLI3y/PBoHdrw7L0s0gNkTn5tq2eTHO3HFF+39cH2Oqa49FchHaFdsgKBCwEaoD0JdhCBbSeZkHLKhO57B/SkV71OQtYaob+tcVem2i0kGafKGiwUC7LWAIJY8fjHarR0JnSjydn2mW7mmy3xaIiICcexwIVUhidumqfTwIW+sRNKRnU6x/NqWrpomFdwLCQxYQNpDJQTVqSSWn7aGDnGuIByUlk1hiNgAVQRsNcsBl+OpWv7KYCFWtT8yrJtCj9mIeQBQdpVIGHpi2nJoVICDMOa3i2l9GzRWpSxORdshupBN+RJpWSXBMl/GzMXzW2OTs9u4P7gYSu3oCvnqwluOXQaYPTs6d2GElIs8NWMkFfuKZ0Ea2g5o922Y4m2xyQA608EhJz1GE2qtJHvpCQh6h5ahLlzZuXwgkLWUxYHyCrScvoy3L0zEW/IrO85ViZsfYAzVh3wG3QQ+6kp+oQ3d+qMh05d0WkgTCD1afRV8wu0qRgrnmGQTZctbXCiR3fOaTPQHRnIO6P+veyMoMGCAjgtzWp4Op/6Luq6xvap5EovQNzKeriSc2KVULUeMFObqT2NUqKtBoAdSIhwAybuVWpEcJnR89e8mhrfA5Ndv/rUunrv9M9fiPQUb8602D9CsWEb5+VBiye2J9DjTO+Bq3lgJMXKCU5vEIWZz9kIvoBQk0/aAEeH7NSCCW6/IE69bq3ZIbITKXK4v3x2tz0f8v3aDUfGBTNySq9IfdHpKJ5BonXsjquUjMWjeQMYPkRj9I6DqJaxQKbSAdH+/C3Ta5oMSTbNV+enNxl+SBjtCoE8HjsC0bW7D3pdZ+5mw673SdddK/MXfXU+NViu0Nh6r+/TaqyD3ozVfs6BqgiqjEJn7t0WYw1LGAFLtM/tJYyy384YU0WE9EPEHLZyH3FSt+ZmYl5z4nz9N70jUJIykkNOGN0ofmTf09aT2/0rKPUtPywcAf9lqUBs6N9MFePN/8cVrMrdh6n7vXjbwULMy8SuyLvmI5ABgVIvxmYmOZtOUxjl1mbpdC+j7SvSl/O3mar32IXcyFx9DH03QxTZnCVwz+EynjtC64cVjbyYqlKF5l9ooBMDpqJQ7QFgl0g5BpzXbmVwMnylZKaMhV2SmiZkbVL3WpgEtGD3y8X/2dNpm/R4ZI3e9ShV6asMyWMdrqy/IcTFrKY8Phi2czg66FlIqKkQvnpzMUr7jXgzqtrwHkzOwzqVpOKFcyr1KyJnEmaif/XtQeUPmHyN43nYdbc6c7n0Z/SaM/x8yLhZTyA+/LtvHT6Zl66S/gEugSRgTTbuGd016vRnuxYjfo0z8zYjQHbXxMGBv83e9ahqiWLuLQV6K9W+8crviQpVvUJo08U7rFKU41oYrPAbsdpHazafZz+3HCQhs/a5pHOw5uTPAQzo4BlhjP/64VRHXh6UZ925e4TboubpsmZXwx3bVAWspiQIvxPNKUs7IAHCmVzPCINkZFbsRL0tiKCgIV9YcLr+fkCv88Lq9/R83aIsjzmla0vmjuh2XCQ5Qo6ZtI2ZLWZRHrLIOFrhtNJX87eHhRHYKs0GmaugWk3a6DGBDpxQCu/+wkEdqQEkHUTdeVCjBGv8ciaPd5NhQ6bSYqVWf0tUoJYOa2DZ8ev1Ob186ZttesmEa+pXOwIo6rnBe+nrNznkQ5o6REHtc9K1xFODSH7ZDEhw+V/4qbShUCRav8gDhJ2dm8rQekjIbOr65D7Ips4JkCrorHekAKW+TzsZraXYHCJZZ8c2Q9U4PYhnB6lj1DcG4V14RAcyMHRrtCLrgDNojET98YDp+nWxvqs7QBt3Ty1uDYlgLFvos+Zuwa2xesEK8vdWHF9zVIi+7edPmH204IJCdHDvtxf6Xf114YDlomTjdpWla+W3X4X7+kb9lsIoz0allX65WLhrnL5UI3HoYY1WUxIQOdW+p8IrUa6bfMhBLRcDodPkYbli+sHVFW29iXbj9CT41b5HHGmK6kBzQUGerumJuwTqytZO3mx5D3Afm/0qBPwCceOvwdafpDZdwZO6RPWaIMvjOe+OP24rb5p9A/DcX1NCRJr2BFEZlkkfgXmdBjyHm87eIq2rVxEd2RFfur29yeNANpOalt1vlp2/YywuOA+QEomrdyv3C604BbpgMKpIWRNFhMx9cfsaHtkFnjj6lS1j5yYMeA9/lOa5TFhfpTgAexWtwzdnALvL99wWJwHBlmYmm6sV8bWseZtPRy3ofluPnGT11GrIYGt5WbWbmTGIXn+9g7FhI+3OYl6UmkpcD5I5YCUIEY/Pl+i1mIBkWbhzEWvSxvp8K5CVwMQ9xU5k4rlt7e/PB+7CyOHMzOAQ1cix1jb1Ns4h8jleO0DLjO6jwaFXFmLomyNJXBGhIaQNVlMSHB68eTFp4j4Wb33BH091z1fjdRyYXB6vmvmKs/opIo0D6pEfnZ9b85dyhao8J3F245QUn4Ui61I/12y2ycnZLlSNZ6rnehCMyiS3Kl26YAXRY62qCGAXXHvAlnX0azdqNOsNd0xYrFbu4yxkQzTF+xGwfoTtRZPiSfx/KgmS19qAGJfLPyMpVrM+4/OCsiwgxT8nORUarShqUQuL7RjQr7cIiWNCikIxGMfMNKscnFaotEG6/zzcH+QmBbtUD4xH33x8ywan57bdQ/DleyZhSwmJDSt7D1r94b9p0S9MDPGQRDmG+msLp1UYY67uWE5j6ggO6YHoxMsBrbsQTc3Efk2yeJ7dzZLoTFLdrmdKwZtO9GFZnp8voDe86F2WjRgt6ZkKEyoOFZyQh46uoHo/KWrfgc92AH9DJpMb0JzPBYL9jXx5IAOVZX3wm4NQOS/Q8Jhq2LvAPULVe2IZ/K5/63RaklUi4jHx6SJxSDycWEstKr6AOKtD0jcx2DvGKN/gXzdeuAUnbuSbT4MZ7QumwuZkIDO/9B11g7udvIQ6RwYpbBlNLccO3vJ0vQAzTImfF+0Xt4eprFLd7kJhYMnrKE/1mdnlPeVcDlrBhMIjT8PaEmtq9kvlxPoItFm1uw7af9csvqOXWQ/s6OVtBIUYhVfom9bVkmi5zrX1JoazaY4s4noxEUS+e+81Q/VmbX7talCdzRNEYKWOempXPQJk6DpezgWMsrDJIn0IW4JcYnoobapNH9QpjN/PPYB4OsYjPtnFLCM5t+7Ry+jKbvc61Sy4zsTs0jH0u71y9IoCxU8VO52TGneHBjNpjl5TDyUMOEl5M1Nh89cFFFKcuKzM9BbnRsGyn6K0hy4plcnr/f4rjcnTbvXGo19AWYYVQkTO8JwMMDE++Hv9ooRg9bVk+lvTcFwSZfapSkxIS/Vq5BI19cqbfvcVebUWI82wzXboVqpQjTmoZbKaFWZFsZheLZUqT/m7M+eeM2Y9/dI/UBE97epLP6fXDgf3dywLFUrVZhubVzBIyFqofx56DGFL6hcJCJiVpbRgU/o2UtX47oP+JPl3Rwg4KkRdUTEWMrmQiaomH0LOtcp45bI04gUgsSAafGwWQ04qsSfuQwZno3FoIfP3OpT5I9WwHIQjbynCZ2/nKHN42LM+O2LT1IsDa6++t0geWfxhHxBj7g7fCE71NsO87cc8dqGM9YfFK/jl+2hvLlz2Tb5ms2pgc4RFs18dEcDdb41Q7SqsSqEud/sP3mBZu3XqyAx9qCd5KJQVbQZ3PDxHNpy6Izre39tOEQ/D2id9RuZ361YvKC2jxijjs3F6eV4FI99oFA+uGjYRwYISOBjZ/VMsuM7E1PoHEt/0whY0ilYOi/+teEgvaTIti4cyrvUEAMZUBWE1mV49ubrgIHthQnuvhbewIPbs1E56v/DcmsBLWvgR7b6X1btpZ9sOlV3rmtfCxLJfWHZjmP2BSwHBawgtB1KFsgso2I8N0zF97SoRP9ZvFNZdeChNlVEpnpMgsLq41QL4f447dvNPB4ryGfZim71yniYW3XpQGRVCPN9+37hTkUcaTbv/7pJvMq0HbK0TvnEgnT8/CVateekcnxYseuEyKF15MwlN4HplkblaeKKveJ8VJM9MscbC8UL94KsvhJvfQAYtXm+ug9IXy4d4RRUWZPFhFRjoTIJ4v3Ie5vQ9bUy0xvgQfhni8pCAyBXc9jnzmsrUqXkQm6DoDnqRpnhOStNgzdfh1W7T/h0nS93r0VNKxenW75Y4FV4kKknwNil9h3qp685IMwh0VpqxxftVefapUUAQ6hzRSGsHwkqX4KvTtY2nC4ErAHtq4pIT+PpS7MR/ow18qat3k9vTdsQEKd9b5nH40mD8Wj7qvScIqGw8Jty2iu3I0o4zd9p+TsYC4xadJmrzY5Z/3/L99Bv6w66LeAmpe2jiY+2ommrD7gSFRuLVqscvLHP6Pnp9GK32nHVB3yNPIZvnPSlNS/mJUg8+1zna6hRSomwCqrs+M6ENFIol8acBk2QORcShCeo8IWPRVZI/bsoCu0li++DbVLdHGAxcUIQmrpqn9IxFmkjkIvJrnZJXke3+mXF6suOgCVXUf5Ul4/WDPC+RI21r1GSRtzT1C1XVKhRTXifz3YXsOR+mCRxntJJGsDn0BEGp/1oBs88nk0rLl/NUPZ/XSUFaJ/M+cYwEXvrhmJsMudFs/ms/ro2W8AyCm1ID/Ni91rCqV1WL5DRxrpDj5qb7rreeMqVVTaxoBi77VCiSD6Xkzt833Ra5BvrlXULiAoHrMliAoqVEAFho3W1EjRX4TQsI/FQQ1CaBUSJDcNKUnVYozOjWWti1JhhmxSijI6xMD2K3/DxOo1107ytvvAbdmspWuXgibZVrVVfQNs0qJhIq3afFPd+zqbDQmMHTZaYEJ1OEeoeimuG4/vrk9erB2rFRhmphKLkZq0qSuIYV9UO06TP+C6EI0gCATNmrbXZfw3PNbReUuurC4AxC1Z4vlxjwQzvBYntYvQB8la0WvW86/y1YpnkLLcOb8h5wbqpHKIEW0pyZv3RcMFCFhNQdAVZh/ZpRBWTClquWjG49Pxigcsfx47WRw5kqgHbaZGdWTrG+qNZwvVgNQqmrNrn9ftwnoXwYAzx9iUvkMr8EQ14EyhX7s5Om4Bd4MBsdGLGpAihxeiMrCp9khPgDJ121DfHd51pSUaNTXq0FX321xaaufGwuC5oX/EfbybfYF1jpOLLs6fLFYW+ceLcZVdboOZlxaQEi9x0mTGIUrts9nvafPC0ZX1Cb8j+LoU2le+ot+cC34V7Q7zlytoPHzsvdSsl9oJnnJSSFP5xk4UsJqDooqNQNsTbCg44DYOJajCSIdpG/wb8pp1j6xxj1QOeDAgnrY8NKr+r6jHaqVdnlfXZTL+2qVE5sLoEyglrPJx/7TSVcBqfsEapMQrEij5b05Hb57QdQgOiMA/Bn2bk3HS370gBEgf7V1u1oBWPGb59jSZTheDLgtJGjTXGj0/7NFCOB2jPB9tUogevy0xoiu8jS7s81sQ0dwHLbqoVgPEI+d9gIoQLgq7PqjRwMnBCjmkqN4RYS+diBPf+ranrbd9r3FMrTRY+75WaQWUTC1C4YSGLCTi6yBhRk8qHPFiysLJZYFMde81e+8kkjdovc6g2Js8HWleiQ7u309TdmSUZdCtNO4WOjb9nRJf12Qz2ub+1PT+FSO0LMAH3/HyBX4leIZypNEY5XdHbNVX1vy47itBI57pl6Ld17klmRSoPk4BlBJMuImdVJV7iTWshAwV8QfUc6YJZdEXkEUIDB3gIWWbBtl+bVM/9nURv9axDL09aZ9l/Ma5hbCpVtAD9ueGg0F6aBT88BxCeMA6ax0hg/D+iceMlV9Y4H7O8S6EVqJ5htMWXfRvShe3LKBJgIYsJCjmJjDEXVlYJVR6rWQuBB86P09fsd/leyOge4wALv5n65YvRuUuXaevB01S0qJNmP9uW9p68RP9ZuIOmG1JPIGUDBks7g4K5hqHETsqIWMmPsyj9mN+Z9IVQHoQVvZ26dLj/iCDsXr+Mh5CIVCQo72KMPLRTrcB43lLIR2WCeNJayGtXla0BnWuXouuuKUnr950WFRTMWmsjusSdsoi8SouKfVFL0CzYoqSX6lhIJotIZ2O6BRXw/0EAjc53FK4QTpNmy3g9Zr9Sb4lV4zHLe/PKxenTOxu57gPmBmiPESxgjAx+5KeV1CvVQd0o/LCQxYTsYZq6ep/3CB9FIU9vAps3Z/t/31hL/BlXiohKMQ6wyJHTqU5pQ6LU3LQ+YyPd2LC8m4AFfl6xl+5pWcmWJspcb9GI9Osyg8FVlUwxGoEzux2Tqu4+dKnrmbw2p9F6ugleOkeLhLHCrJSZ3VslUGOf4bO2+b148OaUHataC3n/v57jGbUp+W39Ifp9/SHhj/f49R0tc0VZJW+VWlTUADUinAAUz645/5nxWOJZtXjW8REEbiu8aWOViZQ1iVVjhXQffWKX7XRPs4N7gnQXzVOTqN/3y90WPOO256IBJy9QSnJeCicsZDFBReSnmZcuBi6vpjGyV0TXjM6RVCY4NWu/VP5bGFTdJ3MHzVh/SPyZwVd3HzsvtF9D4NTsBd2gqkvCeF31ZDGoZkbZHQtZlF2g0SWLtMMTHavR9bVKKQMlMFlBE+mvz5KuLh1Mg9BcjZ63Q+Q1klFtyJXlCzJiTXr0OQ0aTYBktObJ1GFymo5FrYUULu0k/MU9gQlpweCOwm3ACqvEnTDfebgoOEiZkV1qLo35z4zF5gMUdKjVVCoTKWf5j8pxK9aCIlJtupBY3TeduRGmYY4uZGIab7Z2uaI0qsN9FbAAHjhkVzZGBbWtnkzv3V5fOSApHep9cHAFC7YfoZ8W28+rpRocdMIhUly0HDLTbdvgrjWjLiGpvxMT7smdzfXRpTKFgr8+S7qAClmXTiaOBBlZEWt2MTo/Y5JGcAQETZHYcvpGN18d8zWh9FNmUEdm+opYizzENfhSUQH3BAIv8kx5Q6ftVvVBPOdoH6vSNdIpXgo2/qResUKlqdSZPuFEf9eoRTEZFFE2sSD1V9R8tXvfrMyNHF3IxDTebO1PdqxGHWuVot3Hz4vRFHUF/Z08VFFB87ce1e5vNjHkyiqh8t1C64zQxglZJWAZhUbVZ3CWVyXf0/mmGPEWnRYLq1SA/Y3FoL3Vf/Onz3hEd5GT3u5ZRxulKk16dk3dbnneDJFvTi+Tx94TmfubJ9NYiTy0Uz7HDAReCL/+jg1r9qgDYuZtPUzPda6p1YCp7rl7n/HeH7SRqQqXCN249HC7Kq4oxVgNiuhev6wtIctsmfBmbmxZKpC6R//hjO9MQDBnJvZmax86c6twJka23ifGpgnzj794K5ejwphNHir5HxbtpMYpxoKjTu3AeXPDssrP8I03bq6jTPyAz2D6Mme1f6BNqkU1tejO/H7o1AW6NtW+ZrLvtRWFecgc6q4apHLqs4TfQE6r/z7QlF5rfJXuaFJBm0Uc7/tcW9GjneR7nN9DbVNFVm+j8GPX3wR9EH3RmAhTTqaob6eKPIymfiDBvfUVGSzgD1LIVQH/KRSXRh+T5kg5fllFe6LPIHM7+im0yw5TO2Lb530b0fA7G4l8aR59KcslQickm8claFF9HdtirWahw+M/poWcZgBdcCgXtf9orseYG2rYJ4vJMapVH3IbWWEcN3K6OtOp2a0mYXM2eXw3zVS7UK5EMTC2q1mSZm86LPafslIdeo79/1G7NOXLk11zkbxcJ17h4KuKgvIWnRbJPDt+pe2kjhBQkKZCdV24V0P7NqIFW496jTTzFXw/OSEPHTWUG1TlMEIzoqSTI0sQbFU1WWheAaLU8EEThWOybROTE1pOz3Qh+P2lO47HTOQhzhf3z5fyVTkRpr0JuTKlhjnSWJXKwZhWRkYBGrWU19csSU9cX93D3cGsmYIfp5VLBIRqY8oS1enHWlBEqpfnxOll/Bxk4RsbCZo/FrKYHKFa9UFgsK2eCYL5x84krBqA3WWi7AuA8DNrY7amTTduI6RfRjXhoVYVDFZdpy4KKlozv2Oi8CVrdvd6ZZVtZRbeZZqNYBd7le23Yudxt7poeB23dA/1blZR9B/kZrNKkupplsw+jhG8Rx4mM+jHzSoXj6l8STXLWpc4MSbmzEwcmuknFwxzNe4p2thuKgd5z1U51v7aeFhk+B/UraabSV9kpD+fmZFeRBrP2EjFEjwjjb35sMrrwOsDObgnkUjZxILi2db5K3obP8X9zoriVi1Uw70oYXMhkyN0ETG+OogGyvwji7B681nRFZc14qtF//jZbO0dHuhUzfUgF5fZxIooqDuvrWh5/DbVk6NCe7FkxzGf9ofZ2KzSVwnvSLMRbAFLgt8oXiifRx8Q+Y4+X0B9Ry4Wq2eVGc/YrsZ+CRMTTEhW3U5+ZgwEgaCG98bt0dAPzKCNX5283nKfrnXKuP6PWwtfHaRb8cfkI52qdeBeIshANX51rVvWNT6IEjldM0vkoE2RKFQXkIE+gbQlVhpzs7lXprexErBkx8DnI3NwTyKRcUt32RKwANrE6NuKBd3Iv7dRiypJNH9wR2GmNY/r4V6UsCaLyRG61aIdM4n8XiDNP3aP4eFk6qVMgx1+WrKLKiUnuFay2zWOvlhVmfMkAW+/jahDDMiRPsFea4qM84YqWlDnZwfNQ/f6wbt+YxSfzoyhayecHybUySsz88Gpkk66zMOabPOQpRBlaAwEsUpREC3gvtrJ6o00Ks4Amnzub5Mq0nB4pHfJcj7XVV6Ytma/eC5hyi5RKL9LY2lHQS/MkFm1Sq38Rc3JR3WIj5zW9yRao0/320hGamwfvMK3Fc/VkvRjbhrz2xqXp496NaSzl664ja2oIRnOe8JCFhNw0LGh/oXmQQowqkFk2J36kPVgIgck6cgqJy/4ZhgjzrINPPYxlk7RCRv4rf4/LHfLk2TEysQBH6AbG0T2IArtCwY8X0yGZpW+TsCB+e7MxStBia7zFlFmZ+EwaeU+1/+xL7KEq4oa68zD+E6Jwtl1NQNRQSFa0nlYpVEx9g9fBArzYgpPVr/WlenBtpmmfeD+eTZ4B9OhcfFlZxGWkfWcJhU+K+oz6kyPdks76ZD3xOxTFk3Rp+le/OYebV+VyhQr4GZOF8+VQmCfkJUkGtd+9MwF+uC3zWIMtzLRhgIWspgcocxDY8oXNH/rYY/s2FYh68HEKhwek6EoLHs1g3auX0GfrM3js2bLGA2FqJlu9crQ9DXZSU7b1yhJBfPl8b5y1aCLpIk0sKJsmFJM6WukwqzSl5OjeRLKaY4sHftPXlBGlEEIl4I4zBRYRavaTieAYYJWad8giCISzZwNX2faiFZNhS/FoO9tUUlE+aruo7wv/qSzkJrAbQdP0baVi6hvlxqUN292FnArH0p/BCA8oo+PyfTlwzkih9+ktH0uQV2W2fKlqL0KGM22Hj5Nr05eF7UpHtZY1JxFFvcv53hGVwLdbftrwyHhevHh71tci+Rw3xP2yWJyhM63CYMVJqTVe04okzne3SLF5QwaqtB0XWg2tmPwhp/D42NW0tP/t5pWHs2l9o9weH+gcM04Fvx2Zqw9QDVKF3Z9jgjF/y7caekPhs/ubVlJ+dmeE9ETuv+PWqVt6QJV+W/k5AcnczOBCmFHuy/afoxOXCTaefSc0qwDjYQM81f5R8mQ/QYVErW/o9POILns4G413Xx/VPdB9k30p2j1xfEWpg8gYEEgkfdXIu8L8DWdhfSPk5N2sczk6R7gniNfkyp9h1UfFs9qi0puE2mmviz7HCFgId+VKNmU5aCNNrTjF0qGagDmbTJgIlpTPKxCJKUmKhDXt1Tj+2bFsJlblXVJw3lPWJPF5DwypEtNZWSHyHINp0/F91SJP4MdBaLzj1AVi52136GsJyfyGcHhWfMb2G7UTuBYmw6ecdsHtRAf7VCVvpq9PTvqzGAqwXf+s2inEM7M333XYI6MhWzOmDx0pZQyhd/dQYmydPeJy03PlTyp1EYhhxt8PKS2RGo9ZOoGaGOhtbCaDGS6BxXw30N76vytrHI2RUMf8EWThWtDUmH0B2jAoTmUmfN1mh+rMcOs9XqrR20q5EeUstn3xzguiGd18U5qlpok9lN1Axzrc8NC06glVWlrjchzkD55uCco6YV+afWdSI8+HTF3m2VJMgT5/L0lUzj2BWnijaSI3KjRZL399tvUqlUrSkhIoGLFjEkjs9m1axfddNNNVKhQIUpOTqYnnniCLl265LbPmjVrqF27dlSwYEEqX748vfHGG+Q0LTXnzJlDTZo0oQIFClCVKlXoq6++8vitCRMmUO3atSl//vzideLEiRSPyHwxOqHDl4VIsB8E1cpRrJqVzs0O6tM0e1UtBztMihMRIZZDs11SQj5X1Bkizt7oUcftc5VwJs7LCZX4QYp0pAYB2gHdrZLmHqOAZYzM0/lr5DTK0rMQr0OYF7BYMA+IKm0JfGAwycE/zBhhqPMpQeQYVu06pKZMVxYmklblwdRkAVwrnM6l5tB4X3TPr868ahZOX5q8XmgtfYlShnBjriahOufFGgFLh1zc4feQxBYO9rLvSQ2pMVJa9hGYwvafOu9VKItkAXwEisZ7qfk6f8sRpfbOjGob5qIudUq7Zp9w35Oo0WRBWLrjjjuoZcuW9M0333h8fvXqVerevTuVLFmS5s2bR0ePHqV7771XCFDDhg0T+5w6dYpuuOEG6tChAy1dupQ2b95M9913nxDKnn32WbFPeno6devWjfr370///e9/af78+TRgwABx3Ntuu03ss3DhQurduze9+eabdMsttwgBq1evXuJ3mzdvTvGCP46bOqdubA/2g6BbqSKRpEqLMW75XmVuJgz+795az1a0lI6mWdFjRqdVu8BEkDd3roh1bjVrEG5tXJ5+XrHX7V7JBKRA1oczO/AKoUfRLvNyGGWpTDviJKpfoZhIfArhSactgbAEZ3Y7dS471ijppsGQ0U++aoDMDuHRoKmwcx06Rs1NVyan9SUfnq6ND1/wvjoyRrgePXPRdnSprxi1pC92qy2uWaXRlAuOBVuPiP6kuocQ0Ib1bSQKy0eygLXfZtF4CEoPtalC38xLdwUkqO67zB1m/mz62oNZedYq0YPXZQc5hIOoEbJef/118frdd98pP//9999p/fr1tHv3bipXrpzY9tFHHwkhClqwokWL0o8//kgXLlwQx4AGqm7dukLQ+vjjj+mZZ54hh8MhtFYpKSn06aefimPUqlWLli1bRh9++KFLyMJnENYGDx4s3uMV2i9sHzNmDMULOk2DTpB6uXstkQ395cmeztBv9qwjBptgO/jqwuGF2t6UdV3mZoIDv6y7JvfHMeyAiaBBxURasSs7mzyc4SGo+RtdFCzn70Cg0iBMXLGXRt3bhM5fyhATrZwIrNJYiHs/YxP1uTaFflrs7oOENsqJWVkVuYj36A/405kavBU8dx2LiB5pX9VNwDJGP9ktgi7vj1nAinRNhZ3rsMKqfe2ms9C1cckCTq/9d9jMLa7apNIny/itQKR7UZl+VRGkMKsZM8BbaYS718+c92KhaHwuR2bB9u71y1DPLxZor1+4cHSpIcYKz+hQB307f6cQssJJ1JgLvQHtEoQmKWCBzp0708WLF2n58uWufWAqhIBl3Gffvn20Y8cO1z6dOnVyOzb2gaB1+fJly30WLLDO2B1r6NT3mFBV5rQrGU5RdsajBpyD6PpapUPm4Ksyz2DwhhaDVMknv1jgcU52BouBna6hz+5sSK/eVJt6Guod/rrmgDiOykHTSNvqyVpTW6SajHTJafv9sFys2jERyDB8d5Od56SFa2xVpYTHPcipJkdqRKQpGOk64K8jJzlV8k/UYbQjYKHNkBSxWKHs6DUjy+DLZQOVAI7BGgJ/pGowVfizkPDWvlbmVeM+5nZEG+sc3wGeyVZDZroVfxfn7cieKHEcHBe5zrw5rbeummTbbGhlVvMmnNoVXqOpfmW/NlVEG8LMbCVgCReOdlWFWfWl7rUso73DRdRosrxx4MABKl0adthsihcvTvny5ROfyX0qV3YvSSC/g89SU1OVx8H7K1eu0JEjR6hs2bLafeTvqICwhz8JTJcAgpsU3iIReW6qc0TdNwxc8HWQJp43e9SittVK0HOdqtP7v21x2x++W13rlKK3e7p/B8e4fDk7gRzAK963TIXWo0BIrrV+uSLq5JOKc6qQmN9r3qSP/tisHCCw6YUJa7xm/n6iY1XqWCOZ1u09Sf9L2++xmi6fmC+gfceqre2iuy9OU3tuPXDK68SL49QvX8Sjv6CPoe/l5DxvbVhWnMv2Q6do59pl1LN+adfx5Ge7jp2jlKQEmrf1SOZq2sZxsS/6ciNNtGGDCkVtnbfq/kBYPX3+UkDaPBBtbQc77WwkUO2rasfkhNz0xx/qa5YpPJQmKSfRp73qU4nC+cRx5HiEY/+wcCd9M3+nMtfd/G3HbJsNT52/6CpSLs/HjllNnB9Zj5Whams7XL58xes+uHf/bF5BnK9qPMH7T3rVp0YVi4nrxX7oL51qlaR3pm/w2DfQ42TmdVyODiHrtddec5kBdcB3qmnTpraOB3OfGfhkGbeb95FO74HYR/X7kiFDhiivFWZOOPNHOn9gdFKAdcmrjTJ9HaCKL3RwNU2fvprOncS9cI8oQucfP30WVU90enxn/GaUuNDvHyp6pTpo3HakbzBWC1Of040VHTRlF9a4qnZ3ktNpvdS1uiqkQr19xCLDseUZIerRSb1SMyht/kxy9x4KblvbRXdfjPcODsiI6nNP+Kq+Rl0fyyk4h8xj6q9520Wi11aYzzP7fK2usVlyLlp6BJ9nXlWzZCftXT2f9to49b/2isB9t+PjniDP07aVROmnM7enFnFaameC3dbe2Hka/+K5tnoWnNSguJOuK+u0bN/s9vL9mo96ueYtJz3HH+N9P7F1BVH+zOMYn7l6mMcaZ7YHqmqdu0I0fY8cP+yBPvPvSevo8q7VruvC+ThN46e3Y3gbK4Pd1nbYopgXjOCqe1dxH9uM44kcF2jXCkrb5d4W5vE7mOPkuXPnokPIeuyxx6hPnz6W+5g1TzrKlClDixcvdtt2/PhxIXFKrRP2MWubDh06JF697ZMnTx4qUaKE5T5m7ZYR+G3B78uoyapYsaIwO8JfLFLB/cPDCR80YwI/b2Al9sWGuR6ril7dOihXW77u7w/4DeRDqlQiezVqphscLo+epp9/n0fXtWxGd367wu2cMETgnKCxmLrIqg6b90HWKrO75/cxZBB9hhVcSuYKLlLa2sj/Ld+jvS/m9sybssek0axDbaoluzQPwdRg4jxfz/pt3Nk3bqpJfa71zE2GPFrOFcuUrfNwu1T6ck6mm4GR9te1Enmz0JdW7TlJK3Ydp8YpxS1zaZn76dMfzfXY/nznayhvwbz070nrXf0G5wFNn1ELEqq2tnOPP7V8RiQOWnPCQcMebKttc2N7Se13IK9ZNf5Inut8DfVtk6odT/btO0k/pG3JUWJRCAVVG7YQuby8nY+OhIo1qZviPEPR1nbZf/ICDV/v2beN92HArdljhHE8gQ7juU7XUH/FNUrwzA04ecGlob7jxuBcs7RERbyQhTQL+AsEiDqEg/v+/fuFSU9qieB/hXQMcp8XX3xRRCrCjCj3gR+XFOawzy+//OJ2bOwDbZpsLOyDTvv000+77YMUEzpwHkZfMAmOGe6ObwdfzzMlOa9b/ixpP09JLqLdXxU5pNvfV3zJFF2xRBGxImxcOVnsZ/bF+XX9IVctMxVCoWnDMXYQSg9lOWxinaZLg2GkVGJCwO6JDn/7JPxvpNBkRtWefVukUodaZVxOzNKnq2rpokF17DafJwb2V6duon/ULe/xu9XKFFWaK5DLCcKgissZDtf9a5qaLP7wm0t3nbQV0LHn5EnlPUwpUdiVSVyC/780ab24j/7cs2CNP1Z9QQX223vykrJvm4+F15cnbwjoNcvxxxg56sh6RuHzY8ZOzUEjeL5RAcEYAGN+PtDv5XmZx0M7IA3JLY0rau9JJMw1efN6Nxeu3nta9AOP59RJ9NHvWy2vUd47CGkntwTvmn05ZtT4ZCEH1rFjx8Qr0jWsXLlSbK9WrRoVLlxYaISQr+ruu++mDz74QOw7cOBAkYpBaor69u0rTHaIOISwtWXLFnrnnXfolVdecZn6Hn74YRo+fLjQOuG7cHJHyghj1OCTTz5Jbdu2pffee4969OhBkydPpj///FOkcGA882fh1iKJp93yF4EuhJuThI7Yxxh6jhcrAUvs48xMUfD1XH0SzsFZgzcKyXor2RLIJJzBxMqR/+H2Vdza3xhFCidmf8ql+IsuvF8V0aZLG7DxwGlxvnactn29NmVkHExeZz3TCQQi2jIcNel8cXb3VmQ5UMjxB2WQ8Awbi3T768yPdoQTNyLlZAoQBD8cO3fJlYxYFzGK8zlx/rLXnFISnA8iI2+sXy5iyy+lZ0VpWyG9bnxp90guOxU1QhYEoe+//971vlGjzEiwWbNmUfv27Sl37tw0bdo0kdOqdevWItkohCqkXpAkJiYKDdSjjz4qNFNwjIcwZTTjwfl9+vTpQkv1+eefCy3X0KFDXekbADRWY8eOpZdeeolefvllqlq1Ko0bNy6ucmRZ4RE5lpUKwU6m8mAUws3JIK2bkK1MfZgQL17S66V6NixH5YoVcOV6UhWqNR8f74fcVi/iBhAJrmWkRWb3z2dto6IF8grB0ix0IBeZUXANdlZzqxQOdoR/gEhTc79QlQfyR8D3LGqcKUi9NmW9st9FovCNe2w3L5aurJK/7ZUTcA6NK1kLA3YFSFyXuZoB/i/f/7NFJcsFJfoOngtfQGQk/iK1UHQhL5n/0b+R4kXX7nYXMQh6iBSiRshCbitdjiwJ8ltNnTrVcp969erR3Ll6mzBAmocVK1ZY7nP77beLv3gADqfwTYHpRDcQGlcSoVp52sXuw6ryH0AyQmW0XNaKC5OIeeLD/79f5Fk2SDJp5T7xh+8hFNxYoPrVm2vRb2sPuEUmda5dmm5qWE4kTY1U7KS0wITRokqSh9Ch0gwaU1Qs23FMaJpx/YHoP2YhJjOFQx23xKiq30EwgtUki2SQ5lxFVqWckgrrV97oEzXLFHHLEWTMJ2akS13/zGbBBOfTta57cXRfyyoZj2U25eEVyWuthAi72g3jfuaEuCpBRTWemJHaKW/XZXVey3ce99vPyyjMI/IuUpi2er/XfXDdTSpZJ5+VbQahTbWIQaRlpBA5d5+JSOB4KKKrVizTDjrGJI3SjyGSakf5kilasvCgQzgfy4lNpUFwOImG921EFYoXpJ6fZ4f42x0XRej1hDViIMTgrsvD9Nv6g+IvUlendiceaGOW7jhuSzOINlq99wT1HbnIzcnbKJTmBKmd2nbwlIjYM2qnzPfZbv+WK3Bv9wXHeHxsmhAUrNpUlSNIdXtRCxM5lVS+Q+ECkyCKo5vpUAN9/Yjbc6irW2kUkETyX8PF479WGkG72g1vCXHl8wmM52MeT+AOgcoQ5nqL/iL7XE6QC5XklKJRoe2W9x4VF2TFh3oVEkVuOOM9NbeZKr+ezl8yHLCQxWiRjocyHNls6sDn0DIYhQO8Ir/LoG41hYnQrlATbHzx94IGKzMMOBOnhdCQVCg/7T5+3u/szzgGtBp2El0G24yWE3A+D7ZJtRxE0Q+aVfYsYWTO2izfv4tEjIp8QIG6fhwDq3ykRDA7Vsv7jCSkyGlGfvZvbHuknXv2d/EzNsyHdgRXCbSB8O+LlH6h88+7rXEFeufWepbPoUpAqpiUoJxMdf45drQbqoS4qufzqTFptGTHcfG5USgOhv+o8bxymrgm0sovjZ6Xbvua0CZDskyl8p7Dd9NOm+G6EZ1sTNsRTljIYrRYmf2sau5hU0Le3ML0deTMJbq+ZinbpUSCiV1/L4Rl28lzIwexI2cu+H1OIpM0zI4295emphsbRMZkauSBNqk06m/9QArBCf1ApVXEpCWDAHBPdeZHnYN6TkDuJVU/Hz0/XRm8gF3LJxYUWaa9TbLPjl8pyulYoRMWVL5ZOiLJ+d1KY4HoSAioKLSu+65KQII2w652XDdumbUbdn2rFhsyshu1W8bxJJCO174GDRiR90guVHCsy4k5SKQWIPafPE9fe9Fi6cD1wFSMe+6tSkb2gqdAUHII+gMLWYzPvkxQiXuLrjHWJxz219aAmXlCAfJowU/HStAyai/2nfAuZCnNjVnO7PA1ss6ZpS8sG0ngXqCdzTUgJSjADHRaALMQrHTyDoLDM5JbqhyrR1pEh8Ifz5vQjkgybwKWXad7+LK8NW1DVGgtrPzzsF1EyzlJad7UCUgwF9k1+evGLbN2wxdNoRH07dHzdtCLWWVcrKJH/RG+RNCAH4WocY3StDZ/62F6d0ZmSR6Rny7VIXJIhYt0i0CC5qnFaUl6pqZQB67jrw0HLTXlqI3brX5ZcZ8jIbt9zNUuZAIPOiuS/mWmwcwWLOAr4svAJM08GHB04DM4HVvtEyqwCkLWYYfFwwwthixojVQV3lDdrgHtq4oJFAMQ/Hzs5oiWq+lIuFdmcE8mPtrK41rMEXDe6s9Jgc1hEmwwgQVaW4Ms2+jnxjp3MH1adXGV/5WZJTvslVWRTtw6cL3d65fV9g9v0XmhRgoJ3sybqv6rq4eKvoO+heduTP8WrufPjBRq4M9jrj9pTnSqqm+I1CoWhTtcjJq3XfyWTvOG7f7WYlX1BXlOunqJ2C7921bvOUHDZ21zC5iA+wPcICKxTyz2ImBJDp26qN0PbScFrEiDNVmMJciqfGTraipQoTY1r5osHmIMIL6uAK3MPKHMkWSXlqWddPsNzemOrxe7OR+bH+acqPbhp/PF7G0uXw+YUWCGOnH+kmufYgXz0fHzl+jlSdmaQdVqOhKQE9yaPSc9PsM1eosGMx9r26EzboPqoC41g9Yv0M/NiVF1q2aH6Vp02oprK3svEGzHiRtge//rUpUmF1VUYzjBvfHqX2gyb+IeIqoM5clESo/pmTn2zAKklfZQlRoEzuhSW6rSbpi1qkLAcdofz6DvVmnekGvL6Gdp159S5Y8lIzCl8zfOUWr0cH/6tU2l+1unuvxkVTUPoZUXlRSCnMhYR9msRZMd31PdM3d9rVI0fNZWz9QpWQJmJApYgIUsxmt04Sdrc5Nz7WbK5djsEoDwqjML+WISyUmi0GCDMijvejFR+KvalxgHYThSY4WucuR9ZdI6j98Y+fd26l6/TET4u3nLgG1HkPB2LDjGB9O52+xjo8N4LVYh/2iXbkhjoIiyM2Mnxcn98Hkz+aTgN+1o1UIF7pudqDijedMYvSlxaT1sqndV44juedK1u0rAEZHFigWl8fw9cto5MguF23XUNzLsL8/yPHgPAQuaX2DldC8EVcVxYY2AuTSctL2mJN3csCxNXmmdxkH6k8lqIbmy3CrM/pxmATNSYSGL8Su6UD7ob0/dQFPXWD80VmaeSMupZcZbFJGVhsFXrBygVb+B24Y8Su+GWfNnNwO2nXa1OlYo+4W3zNRSW+FtgfDFP5vQB79tFMlY/V2ESC0Z6NOsIo1Zsjs78tVGvqhQ8q3NCLKejTKFZV0kna8aoECMI6pj4O2wPo1EOpFRc9PdSoTJ8/fASTR26W6Pzd6Sxo6Yu41+WrLbdt+QedvspH24KSUjqLVAvTFOIUir0AXCyDYMZlRnsGAhi/F74MLfv2+sRdPX7vfIAzTp0Va0+9h5IWBhpe1LNudIcuIF3hycVRoGf7C6bt1vOCNA8+dLBmwETfh7rFBmNrfjFA1thZ2J/bnONalowbzCjKMLEkTpFXP7ecsH5KuGMNhA4Phmnr3FxqS0fTSwc2b0WyCE80CMI7pjoLzOjQ3KCY2JeXJXOfkbU3QYgdbFmEjTaF7WmflUfUPlXoH2Vwmr6DfPd65O5U7pgyaCzX6bKSmMjutW467dKPFIgR3fGS1WTqhm51GzVh+13TAwwVfE6oHAZ/CdkL8TCTm1fEVegxW4vMmPtqLHOlR13StpirBz3fI+qx5YY3b0SCyVIYEWAPUZrRyAVX3O7NcVCsxO0apTGrd0t8d21cQuy6PoBCy0KWrbmb/jLR+Qsf0RfRjuQAhf/BNln7Vqb1+EJZUTu6/jiOoYMg2CLIFlDtZQnT/a02Obg4SQhqSxrYZ4OsMLYU1z74x9Q+degXyFyioEdzaifm1SKdL7RS4HUami4U81EQxYyGJ8ji40D1wo/6FaXdsZ9EUh6ayyKmLV1cV7IelIpF75RMvPcU+mrT4gzEYuU0+WM7dVtJQycs+L4BtK0H4QnHQ81/kat/M1Rl+pQN/qUqeM8jNf+lUgMEazwbncDK7lzmsruiZlTBTI/G18PnCuU1fv004y+K6qJqWvARVI7+BLBFswUAU8SHTCqGuRZtrB7uLDiJ3oQ7vH+LxvI+rdrIKIHJYC0dvT1nv0PbNghgkVCy6PbV1q0o+LdooEm2ZTKI5pJWwaFxY668LJ85eV4wK0cOGmkI1FGK7p8TErPfpwJEWd+wubCxmvUVeXd62mqg1bUNXSnrULdbZ2f/xvnCFwbg6XeQkD7ch52z3uEwTM+YM72r5eOH96c8YPtZOzVVh1pRKFPFboVpm6h83caukoHmp/PaNTtKp94UMD5/Zf1x5w1WEsVjCvmKytggEcWVoGTIJ2cz15I5xBI7pUJiiGDqHDGBFn7rPSzwY+bugrUjDwx+8mEKYkVYkr3FtEmyLZrjnnH/5/4vxlYe4TfWDGRiFkQeCW22T2cl1/hoZMBBMp+ouxTXVlmhB97BaRSEQPmrSj4WKXDyVujH3YTh3JaIA1WYytPELNU5OUk6LO1m5Hu2Ll8xVtCJNhF7XJEINgn2srKs0BMpTdFwKxYg8Ew2ZusRSwMJEi0arK5AzfLOMKFQIJzCg/LbbWxITSL8tu+0IoNGsnkIjUWzAAEsqqnincF+DNXKkiXM+PTvM2eeU+l2O+VZ/NzAVWTghYMujAKo9auPyHVNpUszlY5rGzMhFLHIb+jHuCwAarNpWaM/M5ORXjCgJloBlChHg4+WvDIZ/2x/X+uf6gNv9YtMGaLMZvrEwaMnrIimhwereL0HRoliy4PESEKTOY+yE0GCvQywkpHJPRT4s9I6HAA60qU/922c665kzd6BswMRrzGYkJycbvtqmeHDYtJ4rV2gHXiWzxVgKWymFd5dBsLN0DcJ8mrdynPW64nh+d5s18nVZtFwn58vxxxFd9R6S2sdGhscuUVftEmSE8UxgnzGDcOHr2ossvDFozu+C8ECH+qqe1OySMmLPNsr+inSGImm/VK5M9U9ZEUtS5L7CQxfiNlUlDRg95c3q3WyojkvGWIwo4paO7aexV+eP481uPdqgqothChVWKg9ELdlCNskVcE6Qx7BoaLClgAWlis2sWQ0SfnGxCjV0THgTnaV7SmpgnDZ1DM4QsmR/J24Rld3ETDOSzrOqb3iZHWWg+EvLl2WljsyCr+o6sSWqnX8syQxDidbs/9lOaa0Gii0LUgXNAfc5Qg3YdojnXdtWT6eH21VzJVc05F/21jkQibC5k/CYQEW+RYvoKdo4ogF3uvDbFLbrQl1Wp1W/BoX7Af5dTqPAWBWguoyQjs1QlmWTQgx1kpu1woHLSxn9va1zeLSKt33XWJXlUGgpvpnOrEH8jE9P2hs2kgmd35D1NLE1iZmTpGTg9q64/1FGTKkf2ttWTXWOcaiGoc37vUlcdwKECCw1oplXPlNEUbccEacaRVZ8z1FgtxOZsOUK7jp0V9w79ZqgisAREc9S5hDVZTI7AA4LoQiTFND78eDiOnLlgS+sQbXlP/I0Cw+A7dukut+hCq2K5vv4WfIPgCxSKDPByYhkE/xWn/TJKOhOxMcOzFcEoEO0Lwsn53GW3Ffq1qUlCa2s069nJm+bM0lBgHhnQoaql6dyq6LLd8lXBRmpZPXD4v0BB1OQ70zeE1HSoSniJc7VyxDc7v+s0ODrQ781FsDFemJ8Hq5xpOpAniw5voEXbj1G1Mp7BS8HCWzWMFw2aSum7ae7/suB1tCQeVcGaLCbHyIg3l5Nulp1dFZIba9jJ8yNpXT1ZOaHoiuX681vLdhynUKLN/WQShnB9v6zaK8p+iLxocr+s2nQQMnWrWSP4bjgHW3MUnfQ5MjpqqzQbVs3mzNJEInWFMR3EA4boMLv9zEprFEysBCanRvtod4ESDqdnc04sVY4sX3KheUP6Zho1+4908Fx4oX+gmLzsJ5bHdBD1RcANEb22IjfdPXpZSMdj3Kt3b3N30ldpaq2KemNuCUcARCBhTRYTEIxh2Fidm6Ot/PGt0BXejSTMfmWq1adk/pYjypWduViu1W9hILJaJTcNUV4cqxp1uEZjGSW7telUq1mJNMHAQTiceDPryf5q1oZMWbnPq3YDaSBQKQH+XHCcR8oAZFA31guV/UxL6F1vbGXqNzpue/Nlevz6avTZX1ujyuk5J4Xi5RggozDlNd41yrMUE9JC4BlAmhvk7Zq6Wp/uBN0ku0yPZ2m0UN3LXJpnGoLU6j0n6K5Ri7RFvWMBFrIYvzFGucHXBoNm8UL5AhIVEgmRRnYxTqjnLl2mfj8s16ZrQN4gs/OyLw6dVhFu8A0KVbFoK/MV8j8h279VLi2dEH5Lo/I0YcVe134da5Sk/m2rRsygqzN3oradcbKQ/VWes53IRBwSpaiQi0l1f6RJSpiYdccIk7lQ5zAuFxXScdv4HOsCX3CtyJcWTVHH/uQ1MwPnb/kc6IQ2CCASJDe2QncqoRJYrbSbjqzEvcagF+FzNn2jSLgcCc96SIWsZ555xucDv/TSS5SUlOTPOTFRgCrKTa5EcpqWQRdpFQn12XTgvGTyPJ2iAQML8gYZ8dWhU5c9+YPb69EdTUMnhOr8LdD2xizTdnyJZLHlDOcx4bhtZOamw9S8SglXhF24UQkGLn8yi/5qZxLWRaQZNWX4HW9AOxDq++Wh0XWgmHWK8EG0ui+6gr/RFnXsiq40RcmZ2/eR9lXp89nqYuFGjba39DZ2ffRUhEpgtdLuOZxE5RILKFNfRELR+5ALWZ9++im1bNmS8uXLZ+ug8+bNo8cee4yFrBhFt0LB+/d/3SRMWsjc7u8A6a0wdSRix4nXLHxhEIVjpy/aJ2gMVfyyan9IhSzpb2HUUkGINJoJ7Ti/yu8ZTcxmIFhEUhUAs2AwWuHkbhSMkJ7A4XC48oHp+gg+1zkA43fsmqTCVTVBBsEs3XGcUpMTaLuN51jnEqATviIZnO9ndzYUDuY/qpLqOoguX7UO7YBGVPogWQmavmvOMpPIhFJghXuEDtyFXA6HOrdaFCyqg2IunDhxIpUqVcrWvkWKuNeyY2ILq8EeA0L9CsXckij6+qBEY5JSf3wysP+e4+ddplYrp1o5EemElrlbjoQsstA8ESI78+EzF6lBhUQqmC+Pm++NShgzBkfokhH647MWSozlduA7ZQbXhQmz78hF2UIoEXWtW0ZbNggO9cUS8lpOrnYm1nAtSOzkizM+x2aXAAiZqAEqnwV/oo7D5cdp59plaR4r3p2+kW5ukCkgG4XWZpWLuz3bZiHM20KmdqKTXrytmbI0WjBAO3yh0dhJ9pw4r9X+RfqiOuBC1ujRoykx0V62YzBixAgqXbp0Ts6LiWCsVlHGwq/+PiDRmKTUH58MowZH53em8k3rULMkzdyYXTRWMvSvrfTNfc0olMBE+uqUdR5mY+O1SGFs+Y7j4pobV8quTYc0H4hCtSKSBWyd2QamMkyYxs/wf6u6jMYEpLpFyoNtUoUzvC/JMoONKpmo7rzkc6xyCZC+Zsb+44vQFC4/Tl9z5Xn7HM/JjQ0Kaq9H3hM8U7KfzN96mIbP0gs16086aP62I5Qrd6a7QbDHUjvmzPdQt3VQR+GDZU4BFMnPfFCErHvvvdeng/bt29ff82GiBN1gH6iM09FmLvB1ZWnW4Kj8VXS+aU/fUF0pZP218VBIs6FbmY1xnliFG7V0mDiMyMnWymE60gVsvXDt9Mtnxlgw2HjNxgkX96Z55eK0WJGuQ6bECNX9sqPBAThno2ncSvMr+w+c/KV51ZvQFE4/zpxGFprBQkR3PcjRBo2nvCcYh2+sX9ar1ggt8OWcHeIvFAKonUVnhpOELyaCpZCWAq4m0bKoDll04ZkzZygjw13RV7Ro0ZyeExPBoLQHEu7pnh075XTsEm1JSs2C4X8X7vRwcsXAM7RPIzEFmzU4dmqiYZ/KJQppzyGUKnZvZmO5OrUa1K0izKJBwBZpNbrW9Ij4G6upVekNCEkoPWTEPOHiBSYkFW/0rBMyh2FfNThIKml3EkZfEOOMTaEpnH6cumAUf5CaXt31GMdeaX70ZoI0EwoBFMeFADjS4tzwfBg1+fDlhatJpD/zQU9Gmp6eTt27d6dChQoJE2Lx4sXFX7FixcQrE7uMmLtN5PqxGlPtltOJVYxJC5/rUpMGd6vplroIk8bZS1eoaeUkj+SSuppo5n0QvYfjmgm1it1bgkzzBKlLJqkqreQt+WMkAT8iMxAn+l9XxVbaKofpe6jtaEwYqStArMpH+fKkdSFLNumLBsfcN80JW1UTkzlQxGps0T0roXgedMEo3sDpdqtXxnXeeO3XJlV7PUL7TYEhFOP0A21SvSbhNQqMCNiINQHLLyHrrrvuouPHj9O3335Lf/31F82cOVP8zZo1S7wyscn+kxds1U7zZ2DD5LtgW2bh31gDTqxGjBnCjZOMnZpoxn2QkPDR9lVdg1g4VOz4rXY1SgZkUDcLVdHUJ3QT/P1tKtOCwR1p+J2N6PO+jWjh4I40uKu70K1MTmsQSvF37Owlj8kKx+9ax7M2nuxfobhvuG474N6o+qZRuMZ9MfZzmQrG7thi9awEGxmMYsZbhn601W9rD9LEAa3oobapLs1UqyEzha+j+XpU98T+7zlDKoBKv7FB3bLb1duCI1YX6D6bC1evXk3Lly+nGjVqBOeMmIhk59FzliVUMED4M7BFU9LRQDmAysHEjt+Zbh/cty/nbMsMzM5K7Bfq+wbT8SyFb5hKePBlUI+2PuEtUEP6ouG64E+TGUzvvpI3g+MMm7mFxizZLZ47h8lPDe0Nx3rdd0NhJsPxH7XI+yR5o4fehCldAiBgI+2EsZ8j0tKX4JdI8uPEMylSdky3rseJa0OEMTL8S9DGiMaFgG4OgChWMK/SRCvr/MlqAZ79KlvECbYAavYfHNC+KrWpXpK2Hj4tNK06YsnZPUdCVrNmzWj37t0sZMUZlUokKH0osAI1D446zJFC0Zh01Fe8paOw43dm3sfDRycrP5kM/Q4FOAedZlP6V/iTKy1a+4S3CV7lV2UFJqefFsuSKJn7474O69NImIsRzeeMgMkKJvH0o2dp+hp91GSxgvbyK5r7uT9CUzj8OFULKTyTyM6uipwzg5JDTm2UYTnlPRk9P51GzU0XApyxzt/GA6ctz9Wf3Hy+oOrnn8/eRhv2n6LZm9ULMhBrzu45ErJGjRpFDz/8MO3du5fq1q1LefPmdfu8fv36gTw/JkIom1jAI6OzsZacP+HVFZMSoi7paI4zYaP+WJecBQagyHK475tViDZWrigjg8Eczs6+aBWiMRGtnQne1wg01a5CM+DI/B0kN1WBraGerL64q4nI0fbs+JW09fA5j/MxVgCIxeAXZQ1GB4n0JPC9RPbyQRaVICYaykgZOXH+knI77seL3WpT93pl3XJoSQHHMuec0z0AIdDo+vnMTYfV9Ui7xV6twhwLWYcPH6Zt27bR/fff79qGB96JsHWHg65e9c8JkIl8VCtLO3lsdNoJTMLRlnTUH2TNOWh+RH2urKST/pjAIKy+oCjMHOr7tmbPSeV25PBCODly9khh2pcSL9GYiNYO3qLp8Nkj7aqKe2c1SSIa68zFK+I5NJtk8R4FpksVLSD82UKZkHNR+jEPAQsM6FBVjA8gVidRj/QtWelZED0sn4FR9zShB79frvx+2m71s7R+/ynbi1ZE8tWvkOhVkA/2s2SnwoNkWN9G1L2+u89qLOKz4/sDDzxAjRo1ooULF9L27dtFtKHxlYltjA7KiDZs9e5M6jtyMbV+d6Y2qkmnncCKKlzOqqEEQiby/diNtrM6Dnw17DoWB/V6ZniaCtGKszce9hCmfbnOcDowBxN5XSrnZGx6vUcdKpNYwFayShk4gUz65sP9sHCneBblMwm/uWAHEFiZjr+Ytc3r+BALSCd+BDiQIv9dcuH8dF31ZJ+OOWbxbqEhtLNohcP8E2NWWjqXh0LLiWMj55U3cjscrqTEsY7PmqydO3fSlClTqFq1asE5IyZiMWqtpqzcJ9I5SKx8Z6y0ExDYIsVZNVgEygSm88MJZCLEnJgEVKfhz3VGkgNzIFH508hJ0cohWHdPcSxzRvkJBtOTyKKe9YwGM4BAmI41fdAq2W6sgesqXkgd6OLNL0uFU1Ms2er5w9oExZfNHzvISf/3rxbUNNU3Qc8f4KNrnBvMxMrCKWhCVseOHWnVqlUsZMUZ/7d8D700eb3LL0Q1YOgmVG/RV9HgdxFo05o/anudHw5A/a/kwvlE7cBgm4l8KSHkr3kiVvuE9Ke5v3WqcGx+YmyapQkR5XnGLt2lXKB8O89+EspgCjlIxqkbE6LRty4Yz4avApbxe+Z2s3r+sP9bPevQwm3H6Ne1+13mxF6pGaK2aCiQ5mEVT15fjfpcm5kHL5y1JiNayLrpppvo6aefpjVr1lC9evU8HN9vvvnmQJ4fEwGcuEj02qT1rtWRbsCACKCbUGNVO+Gvaa1z3dKWPmzmgQfbdlgMXtCKSJ+PYKc9EFnOu9RUZv4XcmDWSjrUJV6iCdyTpMLWzvCv31yH7m5ZmRpUTPRYoACUtfKFYAg50jfIOCboBAD0h2j3rfMn0MWbm3nPhmVp0sr9tttN/oYqlQMev1cmZ9YSxf+Rf+uf11aktPmhy2FplT+teqkibmlooilVS8iELEQWgjfeeMPjM3Z8j03ST0PZnHNiVTthhU61P2PtAWWdQdXAA1TO7jqCbZqBL967WfmeyJS/CbUrJ6btzZx07aQ7j2OEBsjCSRiFt/PlyaVcoMDPStWv2lZPpvlbj4qJOdhOz6qyOrmy/MtU5s9+bVPj4vk3thdKJCGDv5UwbSVgSVbvPeEWQKIyPYss+Qb3Abx88/cOIWRFAg5DpGm0pmoJiZBlrlXIMBI8L7FuDghUtA0GFfO9Ug08MAM6/RBWgmWagSO12d8Cpze8byOqULyg24QSywOnr5i1k0JQ9VKiynz/jPdQlzbgvdszU+ig7TExB7Po7mhFgXgxOyhcCtBHYCKNF4ztNcRLCgc7GPPgGfuSMZVD/jy56OXJ7sIt2j5t1wkKJTpzYf/rqrjuSTSnaglpgWgmPkjKr8kfbBpIYyHUPljRNmbBRHWvdDXqdDPxA60r0+gFO5SDdzDaQhdFhnNMKpRf1HCLl4HTF8zayS51ytD0te7JO3UaLX/8HNFOKECOSRl/UqOC9lFpT/0Bx9EV/4W5SnUtKBWjMwfFsm8OhGTVDfGlgLjsB7iHxr50S6PyQnMszYOqYz41fjX1ruKgbhQalAsAIlFmymqfWJ0/bAlZQ4cOpYceeogKFChg66BfffWVqHFYpEiRnJ4fEwEO75+sda8yjwdmyG2ZZixfyl7EK/9qV1WMfkjjYFV+SOVAbOXT0aNhOapRpoirDSTBagtdAlKjL168DJx2UWknzQIWWUy2uJ+++DnqzM3mbbc2LBu0ZLROi9QTKq1mrPvm6O4Vnt8pq/bZDiCBoGzuS8ZoUmmhNwta+P+47blowMkLlJLs7kMdKr+0F7rWdGt3b8FQcSdkwdH9zjvvtC1kPf/889SpUycWsmJggkBEodPgXINBEAVNZVmGeHRm9wdkxpdaBdW9UjoQE1Gfaytm1q8zHa9r3TKiDfBn9P/wNcO6L1hFNUktRbwMnHbxNdO7GfPkZGWWUpqbs/qUOZVCy9Sc5SjyJcLUSisXD745OpcBCFhoX2E2zvpQjrTmfTvXKa3UFJvRuUJiDJ+x7gDd1DBPSO6rnQTMveMkGMqWkIVs7tdffz3lyWPPunj+fPArwDPBR2m+MpVliEdndn/R3SuVA7EYlB1EPy3Jrl9n5J6WlUPeBq6opglr3LRrRi1FvAycwRRGJI92qOoqW5WT51Ul7Ow65pmd3Z++gOS4di/Nrok81kzMuI7+16XS1ybzKq4bJWUWDOpIK3YezxKGnSJTvCpQ5l/tqnjtS3rNt5Pe+XUzvTtjc0g0hboEzG1hOs1qd2kajpV21mFLanr11Vd9OmiPHj0oKSnJ33NiIoRg283xICLBJqJSm1QqHvMPmw7VRCPeagZTVRuEyqcFg/Oq3Sc8hD/jxBgPA6ddrMLtvQlYz3Wuabt98fm2w2c8NCZ4fo2aLNl/UpIS6CjlDFHax0Z+LPmbKq1mvPjm3N8mlUaZAgXkdeKedK+feV9UGd4pS3CSFTKMmmJE805K2+d6j7qo0Bp59jWHV2EnkOiE59GIhvw7PWZNwyETspjYAA/eWz1q078nwZHVEVDzD8xjxlWwI6tMSKw/cIFI7mlug1D6tGAyh/nSF9+heAdtkZAvt1JDoQPlaCAI4bve2tf8LEmMObU8TbgFKC1EplA825j8VX0yXnxz7F4nTIIqZI4xVYWMgZ1ruAU3wAQpo0pVZspQCDu66NeRc9PjqgoA4OhCxpI7mlSgy7tWU7FqjSlX7lyiqnxOkTX4zM6Z2FazTBGXv1e8oHIUdZo1ElkFVZEmwRglFmqfFp0Tb7822eHZjCd4blQam97NKihNwtIEiyz+xmfF3L6y/T3LqJAowK7znbx8+XLQ83wZr+X9GZtEuRVVH4kXE7PVdUpNJe6pasEF30yJWVOM/5ujDpEsuH6FYso8XaEQdlRC5QNtKntEpMaaaVgFC1mMVzaccND4/1vtChNGSgIRMWeBlXlDN1HranXFGqp7Yx6AMWiaV71nLl5xDZhy9VkxKSGkPi12wrMZe5MOtDvlihWgMUt3a8tUySz+uva1qmMXTN9JV6CGzf1xztNW76fu9csqz0N1frGY1kF1nWZNJdIySBOgdGKHID526W6lxkm10IJQi4LVZmsEjv9gm9SQCDvmMU1WKQiEaTia+gYLWYwl+09eEOG/rpI6SN+AXEmOzIg5Fd7MG7poG3H8GFchW90b4wBsHqAOnbpAPT9f4LH6hLYilD4twTbvRNPg6SvGNkWiUJnSw1eMplmdqTmYJWxUgRp2eGvaBnpn+gZbpqlYT+tgJSBBwMJzvfvYebfaljqNk53gAdf47SRKLpI/JGOG8VkG+L/RlOnL2GE8lllrF+l9g4UsxpKdR8+5pXCQYIKQGYiN2DFf4RX+V7pSMbGqQvbVtCeFLuFzo9AaZGoHDrhn1nYEr16gHOhwvlglB9q8Ew8Tq7xXd41a5HdqBxSNllm1XVF+hvQfjqw8dsF6fnTaM/PCSVfpwNsiCs7fxuuJZd8dnYAELWRS4Xy2tNRWwQMyDY90fMcu703fKMyPY5fsFg71wfCDMz7Ljqxt+G2jKdPu2KE7VrT0jRwLWVevXhXFoitVqkTFi8eXL008UKlEgjL7iqosjC8h2XgodM7esRhd5G+4usp/zaitGDVvu/vE5szKMB1ggi0AxUO+pEDlzhq7dBf9tGSXWzvgPiENwI6jZ+nI6Yt06WpGwLK7m9FN6tC+7Dl+XghHskYdTITQYNnt86qyTd6+E82otPp4ro+evUgVixdUOo8fOXPBrW2ttMuqGpcZWeZHHOuhNlWEqT+Q99X8LDuNv20yZebkWNHSN9CePvHUU0/RN9984xKw2rVrR40bN6aKFSvS7Nmzg3GOtGPHDnrwwQcpNTWVChYsSFWrVhURj5cuXXLbb9euXXTTTTdRoUKFKDk5mZ544gmPfSAQ4pxxnPLly4tC18gDZmTOnDnUpEkTkXy1SpUqIoO9mQkTJlDt2rUpf/784nXixIkUiyAK6eaUDNuCkByAve2rm2jw3ViMLvLl3hj5dl62g6qZNtWTlQMoBpxAoqupqAs3D7QAGg/9wC74mlkQlRPuzI2H6IPfNtPoBTtFgeaWQ2YK4TgY9GlW0bXskpM6nOy71y9HN2ZpuDNTE5S13edRz1ElYFl9J9qB6csMmvexn9KE/yX8s3DtQKbLQJRq63cz2xZtD0EKQjaE3Je61xKvcgFk1dfQf0b9vV24IgQSVU1Lf59rOwuSSO8bPgtZ//vf/6hBgwbi/7/88gulp6fTxo0bhfD173//OxjnKI6PwtQjRoygdevW0SeffCIEnxdffNG1DwS+7t2709mzZ2nevHk0duxYIQg9++yzrn1OnTpFN9xwA5UrV46WLl1Kw4YNow8//JA+/vhj1z64nm7dutF1111HaWlp4jcgrOFYkoULF1Lv3r3p7rvvplWrVonXXr160eLFiykWub68k57vXN31sFqpl+WqSg4M3vLjmDsjssnHmonI13sjwQAKR1Ed87YeUWZ3/mX1XvHdQKGrqYgghZxO4nKSkFFV0TR4Bqof2EUXjo8JCwKvscSKBFrQQPYFtHerITOFJkSey/NdM9MzyLY0/p75WtHGiDKzWxczlhdeushQoylM+md93reR+MD4GdoWwlbfkYtFm8BnE1rDWwzPpXR8d2iWaoF6ju3UtPTnuVbNE3hrZy6KWnPhkSNHqEyZMuL/06dPpzvuuIOuueYaoWlCjcNg0KVLF/EngXZp06ZN9OWXXwohCfz++++0fv162r17txCiwEcffUT33Xcfvf3221S0aFH68ccf6cKFC/Tdd98JDVTdunVp8+bNQsh65plnRFJMCG8pKSn06aefimPUqlWLli1bJn7ntttuE9vwGYS1wYMHi/d4hfYL28eMGUOxSP82qXRL44q2/HDshGTrVNyxnr7Bl3B1b6s4fNa3eUX6abF7CgC8Ry6rQEVpQgCiIAQpWEVVRcPgmROMJj5oLexYD50WE9bU1fu03wmUKUUnFMDHBxtlEkyzOVleK3IzIXUAJmEsHoz7iIhjjZ+XsYxXLGFHSyP9s4oXyqcUxpwak5zxuXSl4anemJ4enxkl7nacAJrmreqbOi2EbB04H4wLxgXErY3Lu3KDRUPKD5+FrNKlSwthpmzZsjRjxgz64osvxPZz585R7tzqwTgYnDx50i2rPLRLEJqkgAU6d+5MFy9epOXLl1OHDh3EPjAVQsAy7gMhCSZJmCOxD+ouGsE+MJEit0zevHnFPqjnaN5HCmYqcB74M2rVAI4ZiJw1wUKeG16TE/JSckpRt+06khPyeN0XRWpRQw0lPpB4EabJSLgXxmsOBnbuDaiQ6BkFZASfXVupuIeQJQdOOA/j/uK+5uS6p6z01JAYJ4FfVu6hLnXK2P4dGbVqNkFOTNtL4x9qThcuXw1Zfwh2W3vrB51qlaS3e9amFyfBOdkexgnrzR61xHEaVUjU7ls+MZ/H9flz3VsPnFL2RWhDRP09cq+ZaOx7ly9f8cjNZNxH19ehQa9dpnBA2iecbe3P8w3wOdpP/t+uLx+ey20HT4m+gestlp/ohholstI5oB6tfv9AX5ODiP7vX81FaaBv5u90Cdk4FwiA3saJn00aWrx/smNVamoxhga7rX05rs939P777xemMQhZ0PxAowNgKqtZM7sMRDDZtm2bMPVBUyU5cOCAEACNwBE/X7584jO5T+XK7lK0/A4+g5ClOg7eX7lyRWjxcN26feTvqBgyZAi9/vrrHtuhgUtIiHyTyB9//BHU46PER04zUEfbNduhV6ojK4WGQ6j8M8euzP/3Ss2gk1tXIBe/MgIUgta3k2dRo2Sn39d94iLRNyuweNKZtjJrog35dRP1rpJBLUvb+60tJx2U4XRflGFgnv33Aqqe6Ax5fwhnW68+iPbMbuP6SU5adcyhvOf4/Om6V+lShoNKFnBSoYOrafr01eKzZsm5aOkR4/ecok3S5s/U3ktfrht9Qd3X0C89A2PGT58l2hJM3oHry2W5j7mv35SSQeVObaDp090d52PhuZaYr7lpspOWHcH/sp9xtJ95X30p6Ezw3W0rF9HRDe7Xjb6W2Q6ebbhiifv+gbqm3lUyaN3S+WIckf0EbY/cXULDlq3z8CBN3Av3cQJXbndcC1ZbQ6kUNCHrtddeExojmOVgKpRaIWixBg0a5POxVIKHEfhONW3a1PV+3759wnSI3+7Xr5/bvhD6zMCp3bjdvI90eg/EPqrfl0BbBpOkUZOFYAFozWDKjFQgsaOjQpiGFi8eiKRr7kZEA05eoLRdJ8T78sUL0rq9J+nwmUvUvkZJalAhkc6WTKf3f9ui/H6jxo2oW91M874/171o+zGiFcssviVDwx00Pj03Dbi1rS2NFlaoX2yY6xE51atbB580YtHe1rgPT38015CHzpElYHmC+/NWjzra1T/6Cpzff113kKqUSKCejcpr76W/1503ZQ/9e/J6t3QRz3W+hj78fYu2LcU1LprrcSx819jesq8bNdux1NYqVNe8X3MP5L4z1h0QCxsrHmxTmfp2ruF23fWaX0dPf7ZQ8w0HNb62BTVPTQrKNU1fc4CcKzIXA2To61UbWv+mc80Boi3u3wONGjWibvXKhK2tpSXKDn7pBm+//XaPbffee6/Px3nssceoT58+lvsYNU8QsGD2a9myJX399ddu+8FPzOx4fvz4cXGzpdYJ+5i1TYcOHRKv3vbJkycPlShRwnIfs3bLCIRRo5lSgg4QKQ+8KicS1L+BOM9oTDIZKW2zMH2/Mvnj8Nnb6bbG5ek2zaSLSezaKsk+X4PxuquVKWqrdArA+e09eYlSkot4bfuU5LwevhZ4b/5urLf1npMnbZuAhvZpJCL37Pq4lS6WIPxsrJ47X6+7b4tU6lCrDP214SAdOnWRrq9VSvhLlShcwMO/Ural7hr7t011a2/0kz0nL1LV0kWDOkZEynMtwbNgvA/m9+Z9b2qYh96dsdmy35QsWtDjGveevKz9Dp5x3PdA3RfjNYzL6pdm0E+8/Wbzqsme+dfgJlHV3rgWrLb25Zi2hCxfHNoRiWcXpFnAnx327t0rBCykVhg9ejTlyuWueobgBQf3/fv3C5OeNMVBsMF35D6IFkRaB5gR5T7w45LCHPZB1KQR7ANtmryx2AdSstEvC/u0atWKYgHzYA31L1YndoUl8z7xkGQyWHjLrg0hBSs6lb/GoG41czxZ4fv9r0ulrxURQzKk3CpqSNf2uC74YBmB0zscWqNFCA9lcXCMdjL3lN00G/DJkxFpgXzukHbglcnrxG8Mn7XVLVeXyhlZVyz4/taprvc8Rugxj6fmoCHVIghZ1c3JopHzUFtpA4qCUxcCXrmhUL7cyvEL/dlOYItMXG0eQ6JpjLAlZCFlgh1gLvNFyLILNFjt27cXUX+I8jt8ODu3iIx0hNkN+aqQTuGDDz6gY8eO0cCBA6l///4uc1zfvn2FeRIRhxC2tmzZQu+88w698sorLlPfww8/TMOHDxemPXwXTu5wejdGDT755JPUtm1beu+996hHjx40efJk+vPPP0XqiGhHNVjDvg71r1Gjohu0zYMlsvvKqKNYTzIZrggkTGxoC2MGffTmYgUDs4LLm9sz04uovde1hmWJDKsEo/4kZo1F5IRpJUirMribJ17V/TQKwIF67rwljfUlklgWuF6+87hlEex4xpztHAue+9ukugm1SE6K3FneniWY7VB3VpeLLFB1Y83n7FTsg2L3yKlmh2gvIG5LyELuqHACLdHWrVvFX4UKFZT+UvAJmzZtGg0YMIBat24tko1CqJIpHkBiYqLQQD366KNCMwXHeAhTRl8pOL8jNQW0VJ9//rnQckGTJ9M3AGiskIfrpZdeopdfflkkRx03bhw1b96coh3lYE0OStt9wmtGbtUAbIw6iufJNJiajqaVi9Oi9GNu27B7ICYqJIj8fPY2j+0QsFC7Eqtl4+BnnPx1ghSygDerXDykNRcjGUwiCflye0yU4IFWlal/uypubajS+lhVUAjkc+evcKyaKI3XEYxzjXbM1R7wCo3yKEP6C9wf5EgzCzO6Z+nmhuVow/5TNGmlZ8qPQKRysJOhPbfDQY0r+ZaSI9AFzkNJVNQuhOYJf96Apmvq1KmW+9SrV4/mzvV0wjSCNA8rVqzw6pem8k2LxUldRLU5PQdw80CoFtA8VzPxOpn6gzfTAHyyShUtoEzkmNOJyipBZP3yxVznJ4+v0mKqJn4kTIy3vFjeaFo5SXmvvl2wg0onFqB/tatqqUlCmRJjP8Gx8MwG+rmzqpOnwyh4t6xawpYZnMcIEho+1e0xLnBlsWRzO6uepf9bvkfUMQymIG5H8/581/hyCfBLyNqzZw9NmTJFlLExl60xZk9non9Sz/TJyqDGKcWUfhUJ+XJZ1uEy7ovvxvtk6g9GLQDu92pEFxqcjpFlW5XIES2Tk0lVlyBSdVzV5I8aZY+0r0pfztomcikZMWazRrLFaDQDBBJcO4RSlSlHbHOQ0BxaaZLM2iJMwCoTXU7P0xyw0LORulA8znXNnpPKJKVWkzGPEZmYy72Z23z5juMegiq8Xr6+pzFdX6uMR/qN1xUCVqAXwFZzgHmBFi/4LGT99ddfdPPNNwuzGrKuI50DEnmiQ6CGIRP9GAdrJMJDnhbY843CF8ADixIORtW1ykkaew/r04hKFM4f95Opv+DeylWrnLCQzgFCFiYyFS90zZnju85UCcEJQLiz8glCP/li1jbtgCuzWUvtRrxTT5NQFLz360ZhmvWmSTJqFoPhy2InYEFnBjRqYHTO8IighIN/PAvcRu2m1aIVH6r88Pp9v1w4ixt9qw5fQF46z+MIS0OW1jMnwq1RqLYidxxaMXyuXYh8T6gHuHbtWlFAGTX9kDMLJjbkrmJiAzxomPyMeVrw0ELzYMziYyxSC+CUqapBh4Ez83g8ePqDzkwEfwxoCszc17KSy8QU6Bp7X8zeJmqloWaaLFSrLb1jcfx4HHCt0N1D2d7SjONL/cvs57hgSAp5ezMDGs1R5uvAe1lcmslsuz7XVlTeij7NUqhJpUy/RjPSH9NYQxKJa3WFoh1OErURYXL2x+kdz7+soQitq1NTZzAXTIVd9KZCVe3LuNRkbdiwwRVph9xR58+fp8KFC9Mbb7whIu0eeeSRYJwnE2aQIA/5brYeOm3pyG4VScQEfnJbuuO4ckL7ftFOqlWuaI4jhfD9mmWKiMgjXZ00OOfaRWU2jsYcasHg7KWrlp9L07yvGqpA3l9vmjRvPjnGfaM9aiwUtK6WLOqQem4vYRmZavatQlZ1lLF5adJ6T9M9ESUVyu+3BstKqHYS0Z3NUmjM0l1iHywIiyXk9RqVHktpfnwWsgoVKuSqwYfIO5S4qVOnjniPsjNM7LHwoENkpbbrpMqDZ+DRTW6qKD0AgQiDFgSknBbXReZmC/cQW4lKAc4TxX6NPlixPLgGOpJ097Hzrra0G20V6PuL30SdyulrDyh9srxdg9l/K5qjxkIBtFUqk+H8bUdEhJ5rEfT5Aq++VagUUDqxoDAnGvdFeyENBAQmX9vCm1Cdi4jGLt3lGj/sRqXHUgoPn82FLVq0oPnz54v/d+/eXZgOkQT0gQceEJ8xsQM6P8ohIE+WtkixJqlcoM0U8Y7OTIRJF9tVlgC0GQZfTLT+gu8+OdYztYA/4HxQpkdWYNQNrrFmLvC1jXWD8hNj03xqy2Dc3xFztrkJWNInSx5TZ2JW7RsPpqKcgvuJ3FZmUBRemuoxBsAHyzg2wCwHAch4P5H6wSxgSX8spA+Rx/MFKVSrwHn0uy5Vm8ZFnps3E3TcabIQPXjmzBlX7UH8HzmiqlWrZjtpKRP5uDuv6msympPKsekneFhpCHWLyZzky7IyBdgttWNGRs9hYH6wjXoAjuf8SLKNX/jfapq7xd0yYLXCVz13y3Yc097f5BTf66XiN1TRj+Y2k9eAiRTpOsz7Ynv3+mVdpuJv56XTN/PSWZvpY0CEsT8Yx4bVe0+IQAmpvYSZcNFeB01Z6FnfNKcJa0VULBKcTnfvF/hd+O+WKlpACHeqNC7vTN+gzfEWS/6aPgtZVapUcf0/ISGBvvjii0CfExNmvNnZdUnl2PQTfKR5Ra78ZdkKK/wVXHSmADjJot0RQv74mDSlsAUhDE67Kn8SgONiYuUcamrmbT1iuy1Vzx0QZXUUGNOu+Jq3SQV+0zwh4vxgylYJ43KCRSqIn1fs9fDxiyVTUSCwMsGa/WHBXaMWuWkv/z1pvW2jlT9jRb3ynkIgfhduAWYfXfM+qhxvsebHGxXJSJnQYiehnPlBiHW7eiRhp2yFmdV7TvicKkHnBwYBC22aVPis9reH3ZkZij9u6W5tX8L2h9qm0jd/74jJwTVYz9+5S5dd/1c9d94WSJj8/GG+RvBDpJu5zWQf1Z0Gzs+Ya8tIvGszzbgc3Ces8XBaN2t8dAmhrawRVsezw3yTxtXcT3t70WyqcrzFUtv7LGShMLOs86fi6lXrCBkmWrO+Ew3v24gqFC+oTB7JtehCg52yFSqQGBQlNXwZvLxFiuoSD6LvyFxHugSbAMdDkWD8xeLgGqyEjg9+v5zey8qDpHru7Eb3+drvIDCrePz6an5pwnXkxBE7VpFCyOh5O2jUvO3axM66sRu9KbNehB58z9dFDtoIKV10/fShrFqLOCZMxNBg2snxFkv4LGRNnDjR7f3ly5cpLS2Nvv/+e1F8mYl+PLM6O+mWhuUsC3r6U26D8Q0MaFNX77P0kUIbdK1blqat2R8Q7YA52zzSDMjJD39wuDXWV8P6C4KZ/B2dPwnO1zigx+Lg6i+6pL5GUAxcl9RTOjNb3XOM24HQrkETaW47O5pwHaIfZzlix3u0qRnc5xe716L721SmFTuRusUpEpZ6Wxi92aMWrV69hsal57aMEr6nZSWf77WoCmHx+demWovmc0OJHRxDnnss4rOQhVxYZlDDD2kc4AD/4IMPBurcmDDhmdXZQZNW7afnuupXlpwfK7hYFdM1+0pNWbXPQ8jKicCryjYvB00phME/C5O7NCXa0crge4warP5VDsNGMNFi4aOauN6d7pkUctKjrfxO56FqR7yHFlK1r7di1WZyGXz45NfY5UCN7lmUmE1vyQl56PKu1ZYCFvhuwU66dCWDHr++um2BZ81e6wzvlg76e9wd9GNVoPbPA1JB8+bN6c8//wzU4ZgwojNBmENqzWHXeEDgxDimfwu/swczntgxvzizEgoCTLBmrDIte0Pp9zNhjcg2D3BcZOqWmk5jn5BaGdX5xkqIdjjSOQA5acrnDkL2p30aiPI70DDK7+IV73OaL80Dh//nLsE+OO/5gzuKPqRLdMxkgucKmmPjs4gAB1XqC5kqBaSftueT9dOS7NQQ3sBvQkiyw1VDO6J/QPiTNS1jPX1LQBzfkfV92LBhVKFChUAcjgkjmDgXbjuiNDkYnad1kYSxalePhkAEDFyIAFPtCl+6QP4+HHCRBf5dw+pzxNxt9C7Kapj6hEorw6Zk78hV//CZW+nHxe6THqbMikkFXfUjVdoNCC6B8nVTmYXQzjoTtM6HCMlIkSvL6ONndENglwNrVM832iFTq+lZO1KmcPAFuxpEX8zCuW046MdqwIPPQlbx4sXdHN9RGPr06dMincN///vfQJ8fEyKwgnj+f6vpb02kiNF5GnAkYejQObPiMTQ7wDqdx5THQIZoK586X39fDu5yMP7vop30+axt2oE6lkO0gwnu0du31KOUpIRMATZL+3NL4/KiOLucSNEWZjMbtFuBKr6tMxdamaCNPkRGYQ/FpFXCH/cT72C+VW/Xa51fmryenqqT6fZu14JrR+DxFqAhyW3TQT9WF14+C1lIOGoUshBtWLJkSWEuhADGRB9Y+cCR1u6DN2vjwbhZhUQCuslHFfIMR1jVwDd28W56vKN9Xwu7IeQ4n2Ezt4gM1GaMfSKWQ7RDAYp9Y4EjAxCkgAW85U8KWoJgexYoD+22TtuN86yYlCCSWKoimBn18433iOYFoxV+fHh/KcNBb/esLXJmuYJUiKhL3TI0Y+0Bj/HCjsBjJ0Dj5e61qFtW4lnzd+Nl4eWzkHXfffcF50yYsCBXPnbAg4ABfqTioVIlJGQCh05IUQ1eKGVhbiMIRzkRgvH7yYXzibBsMyoBS9Un2JScM+T9g4nQm5kG2i7c+0AlCPbFXKgT6qyEPdV5BkoLF3Nldrq5Z1iXPo+4v7qxuWQBp6hd2KFWGWFaRNtJwQypFRZsPSpqDOpSQ+jAd3VCFo7TTSFgSeJl4WVLyFq9erXtA9avXz8n58OEGLt2dRn+jRB+1e792lSJ2YckEjBPUFbvH4AP1N/pXgvG+krBfL6tyVBug/tE4LGTtgH/nbJyn9K5GBMbIs5y+puqPqUT6qyEPU5kbB/cR3Ngi0yTgDJVqrH5gdaVqNjVTFN+Zr4qte/WI+2qUvFC+USmfrtBEpgPfKlpayYeFl62nrSGDRsKE6G0B3My0tjBbri1tBCv2XNS+UDB74IJDubBEDnMkGJD9x4TGKLJAq2KV/UVEUGm6D+PdqhK/2pblWtZBgGVqaVTndL0q6FwM5pDhMdTYGoX2jHv6ISlmmWKWPpwxpMTdCAiC50+lKnC83lPi0qUNt89YaiqrT7PSirqi8YTZb1UjLy3CV1fq4wvlxffQlZ6erY6EIlHBw4cSM899xy1bNlSbFu4cCF99NFH9P777wfvTJmgYOVvY0SW61D5Xb7QjTUWwUI1GBrLkajeS6dn/AVaFd8vS0uWkTWAwzRZonB+ERSBiTFXlgYLPkRcyzJ4mJPE9vh8gcc+GQoNV040mt7MOzphaemO45ZCVDw5QecEb4k/9WWqClCa4lhW5a6QFsJOSTSdJishX15vlxM32BKyKlWq5Pr/HXfcQUOHDqVu3bq5mQgrVqxIL7/8MvXs2TM4Z8oEDSt/GyO6h/LomYvBOTHGr+zZcgKDT0sghCsIenCohb+HzCrftlqyKGIMUwXeQ7CqX76Ya/JlE1DwkaaWX1apawDKdnn/100e2idfM76bf1On1VAJdTA/WQlR8eQEnRO8RfPpylSp2tqbBcOcFkKHrs1ZQM6B4/uaNWsoNVWR5Tc1ldavR7VvJhqx42+jeyhHzU0XDzYPioHHn+zZgRzkVJnm8f+5hlQfeI+JHFFhskQG8vmwCSg06Nw37rw2RZhsW6QmCW2SL742vuIqCG2abCEs4Te9CVHx4gSdE1RlrCTmeyoXOgiSqJCYX3ksY5uo8JYh3qrN5XnsD1ZkaywLWbVq1aK33nqLvvnmGypQoIDYdvHiRbENnzHhx5+OrfK1MoJx3L2eYeAi1xg9qlW+OaGjKsFjoDRYdgv94relyUq32uYVbnBoUqm48p4/1rFaSEy2qn4CszGEbinU2RGi4sEJOqeYy1ghybAq3YWx3dE3bkpxUKOTF2jPyZOuecF4rMfGmA2K2dGH/rY5uwv4KWR99dVXdNNNNwnzYIMGDcS2VatWidXU1KlTfT0cE2D86diiPMIML+URnEQ/KwQsyblL/pkfGO+oJihzQkddgsecsGzHMb8K/aq+gr7IJqDg8OFvmzzued1yRWn0/O006u8dAYku9KciACZ/IyxEBYbMMlYFbQtAItJ0Vy765cO5LnO/sUJHk8qeCyNHDtuc3QWy8flJu/baa4UjPLK7b9yIEhpO6t27N/Xt25cKFSrk6+GYAOJvx7bj9+NtruX6YsHFW0LHQE9gUlgPFEP7NBK16ZjAl8FSaZfX7jsl/ihA0YVW+Ou4zqak4KAezx3awtvKHGherBM6N4ZfVu8V7c4Ro9n4tZxBCZ2HHnrIn68yQcTfjm3H78dcusNMUwvVMhNd7D95wbaZ0A6YcK1MD4z/LNlxzOe2CLRTsj+O62xKCh52yt2Yozv9KZn0QpeaNMRUIBqJiccu2S0CLjhi1Acha8qUKdS1a1fKmzev+L8VN998s51DMkHA3xUlHhizv1XjlGK0avdJ8TBiDfRWjzp0+lKGW6ZhSbe6ZYLmUMuEnp1Hz/kkYKkGdLmNI8WCy7WVk2zvG4joQrsmbSCLV6sywnPt0yBnhe/qKQAZ8Tov2CiZVF5TdF4GwkAIez8rtUs8jwO2hCykZThw4ACVKlXKMkUD/LKuXlXnzWCCj7+h0Bj0kMzSCAQsODGePn+Jtq1cJEoyLN2ldo6/uyUnIo0lKpVI8KmYLKLYxi3dnZknKyttwM0NMuvscaRYcMHi5rbG6oAUI2/1rEPFEvIJJ3l/keY9hO0jP5JZgJIma29aKjYlBR/kqcNDLBLSigfZmZVQ3HPh40vJJPd99CMExoL6FYoFJVdfTApZGRkZyv8zkYc/odC6QQ9OjM1Tk+johsxtKrUyR4xFJqH0d0HNM6xaMaha1VVkgsNHvRrSPS0r0ci56TR1zX6Pz7vWLUOvTF7nJvTc2rBsjlN5OLLq5t3fJjt9ix0tlSqSmceRwFOsYF639ArPd6pODVNKeMwLukoO3iwgumL0xvYsyxGjmVUxcsqJEycCcRgmQKBj+5KIUj5k3ga9uZsPK+sZ8mQaWWBCbP3uTOo7crF4xXtfzYWqgfPl7rVocLeaHoOGMA/M2BTXq9VI0GgNv6sxLRzckZ7rfI2ILpSPNMrtmIUe+N3lNJUH3iIZrbGPWWmprCKZn+9ag/tOAJFtlt0UDvrg9y3KZ1RaQIxTQEZW7Us7ebvM4wHmEm7PHAhZ7733Ho0bN84tA3xSUhKVL19epHJgIgOZiA6vdsulyM6grkuW6Qzt5hyJzN/XlAzwmTM5QadJsNsPpLnQLHSDKxlOkdxyaN9GHp8ZJ1ImfOCZvbVxBVq//5TW3Iu22nXMflt5iz429jFvCzbdsVAtgAkcyhQLWSZA1TyB+pLmnLbw6Rox173mocpyMn9wRxrTv4WoV+rI+h2YKX1d3MUqPgtZI0aMEDmywB9//EF//vknzZgxQzjGo54hE37wYLSyqcnAZ62GzBQrUjyTD11XRdjRzbm1VM7QqoeWCS/eNAl2QK2zLnU9i7tCW4VBGX49djSfTHjwJhShrVKS7LeVSnCyilaDVgS/oVqw2dWaMzlDdZ/x3nifjRrvnp8vUPYZCEveFmhoWxz3y9nbPNJE7PdhcRer+Cxk7d+/3yVkIflor169qFOnTvT888/T0qVLg3GOjA+MmLNNRABKW7xVZzdXdc9U/2+nQ6c8TQkFNdXWUZyWiRwCMYlBawkTk78TKRNerIQiY9Fgu6BdH2zjWUpN18ewQMNCDdoN84KN+05oMN/nzAjx2m6+cxj7jQlLVdhdSAdicRer+Jwnq3jx4rR7924haEGDhXI6MtKAIwvDCx6cdxVhu7pcWcjorXq4UB7loSyHVpkZ+rym2ro5qzMTfif3nBbbFT5Zio5hdIblWnORC3wnje2HeXaQqYC3rykcHmiTSqOytN0qUNrJbnJc7juhQd7nJduPUNqKNGpTLdn12bfz9G3pzwLN3/RB8YDPQtatt94qsrtXr16djh49KsyEYOXKlVStWrVgnCNjE1UorlViOV1hWQDz4ah56WL1U8jgp8MPUWShC5fPSbFdVVsDmBCDmWWeCYbDM5HDSSKlRk7aSjo56woKo3YmSjvZ/Q3uO6ETuDPHh9z0w0dzxfiAseGbeelev+vLAi0Qi7tYxWdbzyeffEKPPfYY1a5dW/hkFS5c2GVGHDBgQDDOkbGJTLHga2FZHZhkX5q8nk5czPTTYRNR9Di5+xphagRtjZQMZmasOyDKuDCRi66mXCDMNtIM+FL3Wh6fYWJdsZP7RjSMD3+uP+g12bAs9uxLMXErM3E847MmC1nfBw4c6LH9qaeeCtQ5MX6CCRV5a6CFslOHSq5OX5igr1GHh/HwhUxRjNX8kUUwkzrWq5DosQ2/BQdZ9BkeQCOTYJtt0K+61y9L70zf4NH3Hvspjc5cvMJ9I8LHh5cnr/P6XVWBbzuuCqyh9MQvr+X//Oc/1KZNGypXrhzt3LlTbPv0009p8uTJ/hyOCSAlCuf32GY1yEJ1bBU5hM9KFsh+UnOiIWECSzAjtXTO0+gJHDUUuYTCsdzs8yXhvhFZ2IkKBdhHtdvqvSeCmo8vXvBZyPryyy/pmWeeEb5YSEIqnd2LFSsmBC0mfPiT6M8q3BsDNHyyinnKbUyMT6jy2KpBmqOGInsMqJiUIEw9KKUzoEMVkQMpmD5fRrhvRA7mZ1gnbw3t00gERphB/UFdCoZA5OOLF3w2Fw4bNoxGjhwpahi+++67ru1NmzZVmhGZ0OFPoj/UIVOBAfr6WqVFdOH06asDeZpMmArz+nNsTNAwEXIppchHVfoGDJu5TdQ3RPmdUOTg4oiyyAHP8NEzF+iD3zajeqGyvZpULk6UaZCy7XrA9SeDqMlKT0+nRo08Mz7nz5+fzp496+vhmDCbj3YfV688qpYswibBKEGacGHGCbT6HuVaBmRlcgYcNRSZ6ErfSFBAOhBBC/ZycBXMcQUKJjDgfn/4+xatgIX2wrjx+E9pys91c4ducc55EwOgyUpNTRXpGipVquS2/ddffxURh0z48DWMFpMwEtKZ4dVo9GGnMK8/PDt+pZigJZ3rlGbH5gjEm4YJLNtxXAjNOQF9CZGnyAQOt2gIXAPaV6XW1Upq04Xo0oww4esXqEParX5mkXAsyMy7wAPBys3kLOdNDJ6QhdI5jz76KF24cEEkIF2yZAmNGTOGhgwZQqNGjfL1cEwQzUdYVeBhkCH9dnwrMAhyfpPoIxjqe2g+jAIWmL42M41DTidrJvhRhWaawiyUQyAwwe9Txp3h976YvU34gUGbGirhn8lZtCkELNx/aBdVfQaBDRCkixXMqxSI7USxmiMP4xWfzYX3338/vfrqq6KMzrlz50Ri0q+++oo+++wz6tOnT3DOkvEJdGhEhvT8YoHWdKRb4cAJkleZ0QUGs6NnLgY80vCvjYe0GhEmsrAKVJCUKmq/lI4vJkkrp2cutxL+foHgJZTV0dWS1HUZq3b1FnTDkYc50GSB/v37i78jR45QRkYGlSpVSmzfu3cvlS9f3p9DMoGuX2gor6NaPepWIsIJkokajKYYDHcY87AKzanvFI479K+tXjUivFqNPC3229PW09TVnrUnc5o/zcokqdOacrmV8HNHkwp0eddqqtqwBRUpmE9r3VBhpQ3XWU0Aay9zKGRJkpMzayEdOHCA3n77bWEuPH+eHRvDCTq5UcDSPSxcBiH6MWsW8JLLSTS8byNqXKm43xMqCkTjuCoQpSZNhexrE3mgzf/dvTZNX3PAQyCCdltl0guESVKnNeVxJjJAGp5dx87RS5OXufnGwcxr5crnTRuO9s0u3ZO50Oter0zQkiTHtLkQObHuuusuKlmypEhCOnToUKHFeuWVV6hKlSq0aNEi+vbbb4N7toxXUPSZbNYvNJdBwKrEHAGECXfLSYd4ZaKjhEpSofw5GsxQIFo1kb7Zo44rDQDnyYlcpHO6GfjY5CS6z2wiknjTmnK5lfCD0mgokWb2jUOUoD/RolYLvalrPLWoueM4tYdtTdaLL75Ic+fOpXvvvZdmzJhBTz/9tHiFAzwiC9u1axfcM2VsoSv6fG2qWrMhyyCotBJAFhf9YkNmcVH214ocgmWK0RWIPnc5M/Ew4Dw5kY2uLNLo+en0Yjf/o8DNJqLdx86LFRzqoFrB5VbCC0qjqbRLKJ1zS6PybgEu3eqVobtbVLZVXN5OVGvuOC8WbVuTNW3aNBo9ejR9+OGHNGXKFBFZeM0119DMmTNDImDdfPPNlJKSQgUKFKCyZcvS3XffTfv27XPbZ9euXXTTTTdRoUKFhCnziSeeoEuXLrnts2bNGnG+BQsWFP5jb7zxhrgWI3PmzKEmTZqI34KWDo79ZiZMmCBSViA/GF4nTpxIkYBusFu647hP2XvxHukdOKNv5KJzPgU5yUmkKxBtzAAdzJI+DAUtn9Wouek5zlUl87JtPHCanhibJmoWclmVyAal0VTPKwTliWnuEcS/rT1oS8CyW7rn+S414npxblvIgkAj82BB8IAA0q9fPwoVHTp0oPHjx9OmTZuEgLNt2za6/fbbXZ+jvE/37t1FQtR58+bR2LFjxX7PPvusa59Tp07RDTfcIMydS5cuFdnrITR+/PHHbslWu3XrRtdddx2lpaUJDR6ENRxLsnDhQurdu7cQ9FatWiVee/XqRYsXL6ZIBcISVp+2zU7OTNWvES6ZEXmYTTEgEAlJVZoQY/ub69dBzovn1WqkgXZ4sE2qx3aYk3XjgC+wuTh6gKsHNFkDO1X3WJDBWV3nP2W3nz3SrqrlPu/P0JfniQdsmwvhf5U3b17X+9y5cwuNUaiAeVKCRKiDBg0SpX0uX74szuv333+n9evX0+7du4UQBT766CO67777hFN+0aJF6ccffxTmze+++05ooOrWrUubN28WQhbqMcLUBq0VNGayDmOtWrVo2bJlQhi77bbbxDZ8BmFt8ODB4j1eof3CduQMCycQmFRgtaHTMqjMTniPSZTLqUQ+0hQTyJxEVqZIVY41hzOz2DgTOTzQJpVG/Z0elGeYzcXRQbYbSG7KtWGL0FDXr1DMpakaMXebx3fs9hGMA6PnpdPXf6db7nc1jp3efRKyYFKDwALhBEBYefjhhz0ErZ9//pmCzbFjx4TA1KpVK5fgB+0ShCYpYIHOnTvTxYsXafny5UIThn1gKpTXIPeBkLRjxw6RzR77dOrUye33sM8333zjEuiwj1Hok/tYFcjGeeDPqFUDOCb+AkWFRHU1Z6xiUIdQ9VuXL1+h+1tVom/n78yMUHOQyK1y4vxlUZJB+mm92aOW9hixhLy+aLvOrQdOKVel2w6eEu3my3UnJ+QVfUA6yxrb/90Zm5QO93Z/J5KI1ra2A9ri7Z7qNszpdWOcUS3Myifmi9h7GcttbRUlbFx0IZHs7Gfbij6w68hpEQxhZmCnamJO+HvTQeGfCfcBM/+3fI+bI70VucLQL4Ld1r4c1/aICId3I//85z8p1Lzwwgs0fPhwkQS1RYsWNHXqVNdnSCNRunRpt/2LFy9O+fLlE5/JfSpXruy2j/wOPoOQpToO3l+5ckXkBYM/mG4f+TsqkBH/9ddf99gODVxCQuD8WHaexr+oK2U0lDvpyt4NNH36Bo/9Fx500LjtuURtKySs61jWSe3KZtDq1Wtc2/H9GytmUKGDq+OqWPQff/xB0RZB5KDcbnXK0KbbVi6io55N7/W6sXx6qg7R9tMOqlLEKdr/p4mr6ZsV5v7l3+9EEtHW1nZBG77aKNPxGX455mc4J9fdK9V97OiVmkFp82eSZxW8yCJW29oMosKhwTICoWj89FlUPdGp/BwsXb2J3s8qKI127V0lg1qWdrqNM6+tcB9n3JH7hr9fBKutIYMEXMiC03ugee2115SChxH4TjVt2tRV0ufBBx+knTt3iu/dc889QtCSEXWqyDpo4IzbzftIp/dA7KOL7APQlsEkadRkVaxYUWjNYMoMFN/O30G0drNpq4MKVKxN3VpV9ljpPP3RXNcjgYdm9gEHDbi5Jb3+9WKDmcFBU3fnpoG92ipXNbEGVil4OGESNprIo4G8KdkrzEyNZB2RjNCf68Zq9dNFxmPVpirFE4hWLPP47oNtKlPfzjUo2ojmtg73dXcjogEnL4j8SylJao1HJBFvbb1qz0kavt7TT7j9da2oQYVEMf5/vj57/AeYwWYfgOCcPSeMT89NA27NHvsXbT9GTsUYIHntxlpUt3wiXbh8NWz9IthtLS1Rdgirbv+xxx7zWorHqHlCxCD+ENUIXykIKcjP1bJlSypTpoyH4/nx48fFzZZaJ+xj1jYdOpRZOsTbPnny5KESJUpY7mPWbhmBidJoppSgAwSyE7SoigSxZiGLqHmVZI/f2XPypNLhfeUeT7MT3u89eYlSkotQvBDotgkFfVukUodaZYQPhN0IITO45iPnrnjk1Xl58gZ6uH0VZfTMg9dVjbp7Fe1tHQnXnZKcN+rGhHhp60uywKSJyxmOTLeX9P1u2yFg9b8u1cPHyjz2VytTVJniRaoYXpu60ZUGqM01+jkxmtval2P6XLswkEBgqlmzpuUfohhVSO2S9HOCoLV27Vrav3+/mykOgg3SMch9kOvLmNYB+8CPSwpz2MesYsQ+0KbJG6vbBz5i4QbZuJGVW5el24guDL9Z5eIe260c55nIQobYB7qECvy7UAzYzAvdasatUyvDRCpWaVaUwSsOou71y3pNzWJOHYP9+16bklnSy0bdw3gjrEKWXZYsWSJ8sVauXClMhbNmzRKFqatWrSoEHgCzG1JMIJ0CUi/89ddfNHDgQFFjUZrj8B0IXXDgh0CG3FbvvPOOK7IQwJkfv4FtGzZsEFns4fSOY0mefPJJIVS99957tHHjRvH6559/0lNPPUWRwLWpSa5VhSPrvS95liCQvdC1puthg10dpiKeSON7gMZgYUopJ6hfvljIzothGP+KhucypFnRpe1BclKrws+q1DHzB3WkGxuUzVEqiFgmKkKBkDgUUYuvvvqqyIMF5/MuXbqIXFjSBIeUEkiYOmDAAGrdurX4DoQqpF6QJCYmCg3Uo48+KjRTcIyHMGX0lYLz+/Tp00X04Oeff+4qISTTNwBorPDbL730Er388stC2Bs3bhw1b96cwo15hYJXqzB+YwZnaV5C2C+iTmQtqptSMmz79TChJxhFmlU155BUENFJgc4wzzBMcMD43jK1uHB279Wtg8vkZ5WiBVpw85xgJ4t/MKpPxAJRIWTVq1dPZJb3BvJbGSMOdceCydAKpHlYsWKF5T5IhGpMhhop+JO/xviwqGpR/bIrFw08eUH4XzCRRTCLNKsE8GIJed0EL05AyjCRDRzPEU0oK0HIxZi5nE7PRuXc5ginZelo74syHhuiSMhi7IOCnyrmbz0sVij+CGmIMBERRFHm4BrrBDL5qA7zalUleDEME9kgVQ8iyeViDElJzeV0JqXto4Gda4hqDv4s3LBPzTJFRAm31OQEKpgvjxij4n2MYCErxpi22j1iRAKH5btaVPLa4VVqZPhkIRSXiSzClXWbi/0yTPSAVA2Z+cwMSUnhDkKeY8eKncf9XrgZteqSXAHWrkcjUeH4ztgDqwZdiQOr2oVKZ8ms9/DJQjK6SM+BE49wkWaGYbyx8+g5j8ShELDMaR1h4stwOv1yYDdr1V2/4+QoQxayYojlO49rP8Pz5JMToows9FJhnQkfuujQeFfPMwyTDUrjwBphBGPFoK41PcaOppWTvKZwsKtVl1yN8yhDNhfGEDJ3mPKzHPj5QNWMzM7s+B55qHykghFtyDBMdAIrBKwRyNyO8VwKVBg7bm5QzsO/0h8HdpWbiSR3nEcZspAVQ2AVYoUdXx12fI8+jD5SwYo2XLX7OC3ZcYyurZykTGzLMEzkgtqDKI2DzO1GgUrlX4lF22d3NhQr8yaVi9taqKmiFUFu1q6zkBVLoKO/d1s9emHCGr9XE+z4Hr0EK9rw2fEr3QZPVBD4qFfDQJwywzAh1Gh5ixDHIm3QhMw8i7AavnubvUUaxh5ztCIWeT8PaBn3izL2yYox8EAsHNyROtcu7ddqQlUygR3fo4NlO44FPOsyNFjm1SneYzvDMLEDBCUpYAG84r2d0jhWGeTjHTYXxiDIc/LHhoPi/xCVkKnbF5OR0c+nfGI+SpvvPREsE16kmTDQ/hAwEapYtuN43K9QmWzYDzD6227rodMevrt4P2zmFnrnlvqWx7DKIB/vsJAVY6gytr8/YxPd3NA9m6+3Y0jH6eSEPJQW3FNmcogufBpq6pxGG8IHS0XTyuyXxQS/6gATurbTBZKPWbybHu9Y3XIc4YzveljIijFymqDSPGCiMHSh4J0uEwB04dPD+jai7vXL5ejYcHKHD5bZJ4ud35lQVR1gQrcgV4HtduYPrgahhoWsGCMnalvVgPnS5PX0aqMgnjATkDZ3mAZJuNQ1rhQYbROc3O9pWUmYCKHBYgGLkYyelx6WqgNMzrHKbWXEF7MfV4PwhB3fY4ycJKjUOS8evsAZSaMO+7VdbQHB6sHrqrCAFcdgEYYCw9IRGq8jFRUmsMhjX5zorBhhBp9zguOcwZqsGASq+tdurk2HT1+k62uVsj0xqrRgeF+yQIBnbCagQDhWOayyNoEJpt9VxaQEpSzfr00V1mJFMEafW2PiUZUGZuKAVrywyiEsZMUYxjwnYNjMrbZznaicF9/sUYsKHVwd9PNm/Icje5hgRv2p3AgGT1hDI+9t4rkoI6L721TmBokiYXneoA5iQbZ6zwkRJGXM9M6uATmHhawYQg6GxjUJ/o8B0a4jqtl5EdGF06ezkBXJcGQPE8yoP6UbATRWPyynWxuVp0lp+3wqwcKEh/0nLyiDFCBktaxaQvwhCt1cZofJGSxkxYEjY4aPpiOj8+Lly5cDfZpMEODIHiZYUX+6unSwMEHAQlZvJJ3kiTmy2Xn0nNcgBePYz7nPAgM7vseBIyMamR1RYx8MjliN8gqU0aVyWbHzuN+aUtVkgWPuPnae+10UUKlEgkcuLIdmboAWtPW7M6nvyMXiFe8Z/2AhK4aQg6GZWxqX54mXYeII3YLrsZ/S/JowoSmd+GgrkRrEzBNj/TsmEwE47GtB7ZTXYTxhISvGgDnA/Nz8vGKv7QfEHKbNMEz04dI+mQYDzJuZE+YFn48JJ+h3FRotnoSjx1zoEYXszHQlsZvQmvEd9smKwSLBqnD+5TuO040NCvrsKHtrw7JBPV+GYYIDtE8J+XLT42NWekyYu46d8/uYhfLnERox8zE5ZUjkmwvtJKrmaOXAwpqsGMOh0udnZQC3Qq8i9n3FyzBMZNC0cpKHNgsTa0qS/4V7m1Qqrjwm+31GNmUTC9hKVI33tzQq77atZyP7tW8Zd1jIijH2Hvc089kpsaJTEfu74mUYJvyYndazi4YXCEtVCSa8QBOJlA1j+rcQr6qUHlhwT0zLrlUKEEXKLiT+webCGAIPwXszNnpsH9S1ptcBsFC+3EIYMyb+lSveo8E4WYZhQocsbhmgClmcMiR6kXMBFtbG93Z8sliQ9h0WsuIgT1b5RHu+WGYBS6543b0vGIaJFnRuAC1Tc148nIsBx2aSWvbJCixsLoyDsG2rEGvzICw7BRIM+pMdmmGYyIHdABhf0jPIBKQvdK3J5uAAwZqsGEL6SqCMDrK8S6yyPetKZiCDM8Mw0Y1OK8FuAPGJlSlw7ubDbhquF7rUpPoVinEm/xzCmqwYA9qn13vW8diuy3Oi0n5xpBDDxAZ6J3X/Hd+Z6EU33ifky+Wh4UKxaC6VlHNYkxVjwCz46uR1Htt1ghMXF2aY2EblpM41SeMT3Xh/9tJVdnYPEixkxRAq/yr3sG21AzxHCjFMbMNO6ozVeI+5w06iUsZ32FwYB9GFfa6t6NWJnYsLMwzDxAfm8Z5znwUP1mTFuJMrGLtkNz1+fXXOccIwDMMoYYtGcGBNVgyB1ciDbVI9tiNOkIt7MgzDML5ouJicw0JWjPFAm1SPpM5sW2cYhmGY0MNCVoyBFci7t3FdMYZhGIYJN+yTFYOwbZ1hGIZhwg8LWTEKh2wzDMMwTHhhcyHDMAxjC+RTWrDtiKvWHcMw1rAmi2EYhrFVTcJY2w6Zw7mIPMNYw5oshmEYxqdqErLoPGu0YgPWUAYP1mQxDMMwPleTkEXnOadSdMMayuDCmiyGYRjGVjUJI5x/L7Y1lKzdCgysyYpR8IBg9YnBkVeaDMPkBFnbDhMwNFgQsKyKzjPRraEcPW8HjZq33dL/Ts4xhfLlprOXrvJco4GFrBiE1b8MwwQazr8XH/VuYd6SApZRu9X2mpIuodo4x7i+x8EQSthcGGOwgyrDMMGCa9vFXnve0qi827bW1ZO1/neqOUbCwRBqWMiKIwdVhmEYhpFAYJqYttfthszfcsTS/041x/Bco4eFrBiDHVQZhmEYO6gEpgwi6temihCsgNn/TjXHSDgYwhP2yYox2EGVYRiG8dcnC4LS/W0qiz9YQKDBMgY4mOcY4/c4GCIGNFkXL16khg0bksPhoJUrV7p9tmvXLrrpppuoUKFClJycTE888QRdunTJbZ81a9ZQu3btqGDBglS+fHl64403yGnoKGDOnDnUpEkTKlCgAFWpUoW++uorj/OYMGEC1a5dm/Lnzy9eJ06cSJHkoDpvUAca07+FeOWszAzDMIwZKTBJzRRepaBk5X9nnGMmP9qK55pY0mQ9//zzVK5cOVq1apXb9qtXr1L37t2pZMmSNG/ePDp69Cjde++9QoAaNmyY2OfUqVN0ww03UIcOHWjp0qW0efNmuu+++4RQ9uyzz4p90tPTqVu3btS/f3/673//S/Pnz6cBAwaI4952221in4ULF1Lv3r3pzTffpFtuuUUIWL169RK/27x5c4oEuEA0wzAMYwepZzDpG3iOiTch69dff6Xff/9daJHwfyPYvn79etq9e7cQwsBHH30khKi3336bihYtSj/++CNduHCBvvvuO6GBqlu3rhC0Pv74Y3rmmWeEdgxaq5SUFPr000/FMWrVqkXLli2jDz/80CVk4TMIa4MHDxbv8QrtF7aPGTMm5PeFYRiGYXxFRgpK2Qqv5nQNTJwIWQcPHhTapUmTJlFCQmaUgxFolyA0SQELdO7cWZgXly9fLrRX2AemQghYxn0gJO3YsYNSU1PFPp06dXI7Nvb55ptv6PLly5Q3b16xz9NPP+2xjxTMVOA88CeBVg3gmPiLVOS5RfI5Bpp4vOZ4ve54vOZ4ve54vGZv1731wCllNPq2g6coOSFqxIOQt7Uvx42KuwiTHzRSDz/8MDVt2lQIRGYOHDhApUuXdttWvHhxypcvn/hM7lO5cmW3feR38BmELNVx8P7KlSt05MgRKlu2rHYf+TsqhgwZQq+//rrHdmjgVEJjpPHHH39QvBGP1xyv1x2P1xyv1x2P16y77hMXiRyUm5yUHS7oICdtW7mIjm6gqOePILX1uXPnokPIeu2115SChxH4Ti1YsEBofqR5TgfMfSoBzbjdvI90eg/EPqrfl+DcYZKU4HoqVqwotGYwZUYqkNjRUWEehRYvHojHa47X647Ha47X647Ha7Zz3XlT9tBLk9e7Sui81aMO3dGkAkUzl4Pc1tISFfFC1mOPPUZ9+vSx3Aeap7feeosWLVrkZuYD0Grddddd9P3331OZMmVo8eLFbp8fP35c3GypdcI+Zm3ToUOHxKu3ffLkyUMlSpSw3Mes3TKCczefP0AHiIYHPlrOM5DE4zXH63XH4zXH63XH4zVbXXffFqnUoVYZt3QNsVL7Nm+Q2tqXY4ZVyEKaBfx5Y+jQoULQkuzbt0/4QI0bN84VzdeyZUvh4L5//35h0pOmOAg2SMcg93nxxRdFWgeYEeU+8OOSZkTs88svv7j9PvaBQCdvLPaBlGz0y8I+rVq1CsBdYRiGYZjwRKPbrX0bK4JYsIkKnyxE+xkpXLiweK1atSpVqJCp1oTZDfmq7r77bvrggw/o2LFjNHDgQOEsL81xffv2FeZJ+HdB2NqyZQu988479Morr7hMffD7Gj58uDDt4btwcofTuzFq8Mknn6S2bdvSe++9Rz169KDJkyfTn3/+KVI4MAzDMEws1b41RxvaFcSYKExGqiN37tw0bdo0kUC0devWIm9Vz549ReoFSWJiotBA7dmzR2imkP8KwpTRVwrO79OnT6fZs2eLpKfIhQVNmkzfAKCxGjt2LI0ePZrq168vUkIYtWoMwzAME4u1b3WCGLYzUarJMgPTnjlLu9R4TZ061fK79erVo7lz51rugzQPK1assNzn9ttvF38MwzAME8tldmRxaG+CGJsNY1iTxTAMwzBMzsvs6IpD6wpEc2HoGNNkMQzDMAwTeOBbBR8sVXFoVYFoLgxtDQtZDMMwDMO4RQyiOLS/ghiTDQtZDMMwDBPn+BoxaEz7wOhhnyyGYRiGiWM4YjB4sJDFMAzDMHGMLmJw2ur9nJohh7CQxTAMwzBxjCpiELw1bQO1fnemMCUy/sFCFsMwDMPEMebUDUY42WjOYCGLYRiGYeIcOLnPG9SBXupey+Mzc9Z3xj4sZDEMwzAMIzRa3euX5WSjAYSFLIZhGIZhbGd9Z+zDebIYhmEYhnHByUYDBwtZDMMwDMO4wclGAwObCxmGYRiGYYIAC1kMwzAMwzBBgIUshmEYhmGYIMBCFsMwDMMwHvUMF2w7wmV1cgg7vjMMwzAM4wJldAb/vEZke0e5HaR0QMQh4zusyWIYhmEYxqXBkgIW4LI6OYOFLIZhGIZhBOlHzroELAmX1fEfFrIYhmEYhhGkJhfisjoBhIUshmEYhmEEXFYnsLDjO8MwDMMwLrisTuBgIYthGIZhGDe4rE5gYHMhwzAMwzBMEGAhi2EYhmEYJgiwkMUwDMMwDBMEWMhiGIZhGMYFl9QJHOz4zjAMwzCMgEvqBBbWZDEMwzAMwyV1ggALWQzDMAzDcEmdIMBCFsMwDMMwXFInCLCQxTAMwzAMl9QJAuz4zjAMwzCMgEvqBBYWshiGYRiGccEldQIHmwsZhmEYhmGCAAtZDMMwDMMwQYCFLIZhGIZhmCDAQhbDMAzDMG5waZ3AwI7vDMMwDMO44NI6gYM1WQzDMAzDuDRYg39eQxnOzPd4ffHntWI74zssZDEMwzAMI0g/ctYlYEmuOp2048g5vkN+wEIWwzAMwzCC1ORClMvhfjNyOxxUOTmB75AfsJDFMAzDMIwrEemQW+sJwQrg9Z1b64rtjO+w4zvDMAzDMC64tE7gYCGLYRiGYRg3uLROYGBzIcMwDMMwTBBgIYthGIZhGCaehazKlSuTw+Fw+xs0aJDbPrt27aKbbrqJChUqRMnJyfTEE0/QpUuX3PZZs2YNtWvXjgoWLEjly5enN954g5xO93jVOXPmUJMmTahAgQJUpUoV+uqrrzzOZ8KECVS7dm3Knz+/eJ04cWKQrpxhGIZhmGgkqnyyIBD179/f9b5w4cKu/1+9epW6d+9OJUuWpHnz5tHRo0fp3nvvFQLUsGHDxD6nTp2iG264gTp06EBLly6lzZs303333SeEsmeffVbsk56eTt26dRO/89///pfmz59PAwYMEMe97bbbxD4LFy6k3r1705tvvkm33HKLELB69eolfrd58+Yhvy8MwzAMw0QeUSVkFSlShMqUKaP87Pfff6f169fT7t27qVy5cmLbRx99JISot99+m4oWLUo//vgjXbhwgb777juhgapbt64QtD7++GN65plnhHYMWquUlBT69NNPxTFq1apFy5Ytow8//NAlZOEzCGuDBw8W7/EK7Re2jxkzJmT3g2EYhmGYyCVqzIXgvffeoxIlSlDDhg2F4GQ0BUK7BKFJCligc+fOdPHiRVq+fLlrH5gKIWAZ99m3bx/t2LHDtU+nTp3cfhf7QNC6fPmy5T4LFiwI0pUzDMMwDBNtRI0m68knn6TGjRtT8eLFacmSJUJ7BNPeqFGjxOcHDhyg0qVLu30H++bLl098JveBb5cR+R18lpqaqjwO3l+5coWOHDlCZcuW1e4jf0cFhD38SWC6BBDcpPAWichzi+RzDDTxeM3xet3xeM3xet3xeM05ve79Jy/QzqPnqFKJBCqbWICihctBbmtfjhtWIeu1116j119/3XIf+E41bdqUnn76ade2+vXrCwHq9ttvd2m3AMx9ZuCTZdxu3kc6vQdiH9XvS4YMGaK8Vpg5ExIiv1zBH3/8QfFGPF5zvF53PF5zvF53PF6zP9e98KCDxm3PRU5ykIOc1LtKBrUsbSpqGKdtfe7cuegQsh577DHq06eP5T5mzZOkRYsW4nXr1q1CyIKv1uLFi932OX78uJA4pdYJ+5i1TYcOHRKv3vbJkyePS5jT7WPWbhmB5g1+X0ZNVsWKFYXZEf5ikQruHzoqfNDy5s1L8UA8XnO8Xnc8XnO8Xnc8XrO/1w0N1tMfzSUpUkHQGp+emwbc2jYqNFqXg9zW0hIV8UIW0izgzx/S0tLEK8x3oGXLlsJPa//+/a5t0BLB/wrpGOQ+L774ovDlghlR7gM/LinMYZ9ffvnF7bewD7RpsrGwDxrQqF3DPq1atdKeL87D6AsmwTGj4YGPlvMMJPF4zfF63fF4zfF63fF4zb5e956TJynDpLTC+70nL1FKchGK97bO68Mxo8LxHY7mn3zyCa1cuVL4YY0fP57+9a9/0c033ywiAQE0QshXdffddwsB7K+//qKBAweKVAxSU9S3b18h6CDicO3atSL1wjvvvOOKLAQPP/ww7dy5U2zbsGEDffvtt/TNN9+IYxn9wyBUwVS5ceNG8frnn3/SU089FaY7xDAMwzCBITW5EOUyeb+gUHTl5Mh3bYk0okLIgmA0btw4at++vRCkXnnlFSE8GdMl5M6dm6ZNmyYSiLZu3VrkrerZs6dIvSBJTEwUGqg9e/YIzRTyX0GYMprx4Pw+ffp0mj17tohiRC6soUOHutI3AGisxo4dS6NHjxb+YUgJgfPjHFkMwzBMLNQtHHJrPSFYAby+c2tdsZ2JwehCRBUuWrTI637Qak2dOtVyn3r16tHcuXMt90GahxUrVljuA6d7/DEMwzBMrNG7WQq1vaYk7ThyTmiwWMCKYSGLYRiGYZjQAsGKhas4MBcyDMMwDMNEGyxkMQzDMAzDBAEWshiGYRiGYYIAC1kMwzAMwzBBgIUshmEYhmGYIMBCFsMwDMMwTBBgIYthGIZhGCYIsJDFMAzDMAwTBFjIYhiGYRiGCQIsZDEMwzAMwwQBFrIYhmEYhmGCANcuDBNOp1O8njp1iiKZy5cv07lz58R55s2bl+KBeLzmeL3ueLzmeL3ueLzmeL3uy0G+Zjlvy3ncChaywsTp06fFa8WKFcN1CgzDMAzD5GAeT0xMtNzH4bQjijEBJyMjg/bt20dFihQhh8MRsXcYEjsEwd27d1PRokUpHojHa47X647Ha47X647Ha47X6z4V5GuG2AQBq1y5cpQrl7XXFWuywgQapkKFChQtoKPGywMaz9ccr9cdj9ccr9cdj9ccr9ddNIjX7E2DJWHHd4ZhGIZhmCDAQhbDMAzDMEwQYCGLsSR//vz06quvitd4IR6vOV6vOx6vOV6vOx6vOV6vO38EXTM7vjMMwzAMwwQB1mQxDMMwDMMEARayGIZhGIZhggALWQzDMAzDMEGAhSyGYRiGYZggwEJWjDNkyBBq1qyZyCxfqlQp6tmzJ23atMkje+1rr70mstcWLFiQ2rdvT+vWrXPb5+LFi/T4449TcnIyFSpUiG6++Wbas2eP6/PZs2eLzPWqv6VLl1IsXjPYvHkz9ejRQ+yDpHetW7emWbNmUTgI5XWvWLGCbrjhBipWrBiVKFGCHnroITpz5gxF6zV//fXXYjvaEH32xIkTHr91/Phxuvvuu0USQvzh/6r9Yu263377bWrVqhUlJCSI9g4XobrmHTt20IMPPkipqaniGFWrVhWRapcuXaJYb2s86ykpKVSgQAEqW7as6OOoTBLL12wc9xo2bCj2W7lyJQUKFrJinDlz5tCjjz5KixYtoj/++IOuXLlCnTp1orNnz7r2ef/99+njjz+m4cOHC4GoTJkyYgKV9RXBU089RRMnTqSxY8fSvHnzxIR644030tWrV8XnGIT379/v9tevXz+qXLkyNW3aNCavGXTv3l0cf+bMmbR8+XLxkGKfAwcOhPSaQ3ndGHT/8Y9/ULVq1Wjx4sU0Y8YMMbjdd999UXvNKCbbpUsXevHFF7W/1bdvXzH44nrxh/9jEgoHobxuCBd33HEHPfLIIxROQnXNGzduFGXPRowYIfr1J598Ql999ZXlPYqVtu7QoQONHz9eCDQTJkygbdu20e23306xfM2S559/XghsAQe1C5n44dChQ6hV6ZwzZ454n5GR4SxTpozz3Xffde1z4cIFZ2JiovOrr74S70+cOOHMmzevc+zYsa599u7d68yVK5dzxowZyt+5dOmSs1SpUs433njDGavXfPjwYXHcuXPnuvY5deqU2Pbnn386Y/W6R4wYIdr26tWrrn3S0tLEb23ZssUZbddsZNasWeL7x48fd9u+fv16sX3RokWubQsXLhTbNm7c6Aw3wbpuI6NHjxbfjxRCcc2S999/35mamuqMt+uePHmy0+FwiPE8lq95+vTpzpo1azrXrVsn9sN4FihYkxVnnDx5UrwmJSWJ1/T0dKF1wSpBggRu7dq1owULFoj30NBcvnzZbR9I/HXr1nXtY2bKlCl05MiRsGg3QnXNMJPVqlWLfvjhB7HCwmoLq9/SpUtTkyZNKFavG2r1fPnyuRVGhboeQPMVbddsh4ULFwoTYfPmzV3bWrRoIbb5cpxou+5IJpTXjN+SvxMv133s2DH68ccfhZUib968FKvXfPDgQerfvz/95z//ESbxQMNCVhwBG/YzzzxDbdq0EZMmkGYtCAZG8F5+hldMqsWLF9fuY+abb76hzp07i0rosXrNsN1DlZ2WliZ8B+DHANMCTEnh9F0J9nV37NhR/P+DDz4QpiT4Kkl1PMzE0XbNdsC+8A0xg23hMA2H6rojlVBeM0xmw4YNo4cffpji4bpfeOEF4YuJReSuXbto8uTJFKvX7HQ6hSIAbRsstxYWsuKIxx57jFavXk1jxozx+AwCg7nzmbeZ0e0DJ+nffvtNOI/G8jXj/wMGDBAT7d9//01LliwRTvDwXwqnsBHs665Tpw59//339NFHH4mVH3whqlSpIga43LlzU6xcs7dj+HucaLvuSCRU1wz/Q/j0wCcNPqbxcN3PPfecWDj+/vvv4nm+5557xLFi8ZqHDRtGp06dosGDB1OwYCErTkC0GEx4iHyrUKGCazsmSGCW/g8dOuRaJWAfqbHQ7WNk9OjRYhWESJVYvmY4u0+dOlU4iCOqsHHjxvTFF18I0xmEkFhuaziB4zh79+6lo0ePiiifw4cPi4isaLtmO+A4MCuYwTX7cpxou+5IJFTXDAELjuAtW7YUUWrxct2IKr7mmmuEEznGtunTpwsH9Fi85pkzZ4prg6kxT548IpgHQKt17733BuQaWMiKcSDZYyXw888/iw5lngTxHh0WZi8JJllEd8AWD+BfBJu8cR9oatauXevax/h7ELKw+gmXHT9U14zIFWD0TZLvEZ0U620NMKAVLlyYxo0bJ8ylGJij7ZrtgIkWfiHQVkoQWYltvhwn2q47kgjlNWPxgNB/LJwwnpmf8Xhpa6nBgh9mLF7z0KFDadWqVSJSGH8QKAHGM6QuCdTFMDHMI488IiIuZs+e7dy/f7/r79y5c659EKGBfX7++WfnmjVrnHfeeaezbNmyIlJO8vDDDzsrVKggouZWrFjh7Nixo7NBgwbOK1euuP0ePke3QjRWrF8zogtLlCjhvPXWW50rV650btq0yTlw4EARnYf3sXrdYNiwYc7ly5eLax4+fLizYMGCzs8++yxqrxnfQUTRyJEjXRGjeH/06FHXPl26dHHWr19fRBXir169es4bb7zRGQ5Ced07d+4U215//XVn4cKFxf/xd/r06Zi8ZkTTVqtWTfT7PXv2uP1WOAjVdS9evFg819i2Y8cO58yZM51t2rRxVq1aVUTuxeI1m0lPTw94dCELWTEOOozqD+HYEoTDvvrqqyIkNn/+/M62bduKTmvk/Pnzzscee8yZlJQkJlRMLrt27fL4PXT0Vq1aOePlmpcuXers1KmT2KdIkSLOFi1aiHDgWL/uu+++W3yeL18+IXj88MMPzmi+Znzu7TgYmO+66y7RzvjD/+2EwUf7dd97773KfRAWH4vXjFfdb4WDUF336tWrnR06dBDPNY5RuXJlseCCoBmr1xwKIcuBfwKjE2MYhmEYhmEk7JPFMAzDMAwTBFjIYhiGYRiGCQIsZDEMwzAMwwQBFrIYhmEYhmGCAAtZDMMwDMMwQYCFLIZhGIZhmCDAQhbDMAzDMEwQYCGLYZiYBTUVGzZsGPLfnT17tihUi7+ePXtSpNwLeU6ffvppuE+HYeICFrIYholKpMCg+7vvvvto4MCB9Ndff4XtHDdt2kTfffcdRQK4F6hDaSy0yzBMcMkT5OMzDMMEBQgMEhR0feWVV4RQIylYsKAoXo2/cFGqVCkqVqwYhZOrV68KoVPei9y5c4f1fBgmnmBNFsMwUUmZMmVcf4mJiUKQMG8zmwuh3YL57p133qHSpUsLAej111+nK1eu0HPPPUdJSUlC0/Ptt9+6/dbevXupd+/eVLx4cSpRogT16NGDduzY4dP5/vDDD+K7Fy9edNt+22230T333ON6/8svv1CTJk2oQIECVKVKFdf5ST7++GOqV68eFSpUiCpWrEgDBgygM2fOuD6H5gzXNXXqVKpduzblz5+fdu7c6dO5MgwTGFjIYhgmrpg5cybt27eP5s6dKwQWCGI33nijEKAWL15MDz/8sPjbvXu32P/cuXPUoUMHoQXCd+bNmyf+36VLF7p06ZLt373jjjuEVmnKlCmubUeOHBHC0P333y/e//bbb/TPf/6TnnjiCVq/fj2NGDFCCE1vv/226zu5cuWioUOH0tq1a+n7778X1/P888+7/RbOeciQITRq1Chat26d0KgxDBMGAlZqmmEYJkyMHj3amZiY6LH91VdfdTZo0MD1/t5773VWqlTJefXqVde2GjVqOK+77jrX+ytXrjgLFSrkHDNmjHj/zTffiH0yMjJc+1y8eNFZsGBB52+//aY8n1mzZjkxvB4/ftxt+yOPPOLs2rWr6/2nn37qrFKliuvYOI933nnH7Tv/+c9/nGXLltVe+/jx450lSpRwuxf47ZUrVyr3x/V/8skn2uMxDBM42CeLYZi4ok6dOkIbJIHZsG7duq738FmCWe/QoUPi/fLly2nr1q1UpEgRt+NcuHCBtm3b5tNv9+/fn5o1aybMj+XLl6fRo0cLEyZMnfK3li5d6qa5gvYLvwXtVEJCAs2aNUuYO6HpOnXqlDAl4vOzZ88KEyLIly8f1a9f3887xDBMoGAhi2GYuCJv3rxu7yHgqLZlZGSI/+MVPlI//vijx7FKlizp0283atSIGjRoIPyzOnfuTGvWrBE+WBL8Fnywbr31Vo/vwkcLvlXdunUT5sw333xT+JDBfPnggw/S5cuX3Zz+peDGMEz4YCGLYRjGgsaNG4voRfg1FS1aNMf3ql+/fvTJJ58IbdY//vEP4bxu/C1ESFarVk353WXLlgnN1UcffeTSxo0fP57bj2EiFHZ8ZxiGseCuu+6i5ORkEVH4999/U3p6Os2ZM4eefPJJ2rNnj1/Hg4A1cuRIeuCBB9w+QxoKaLngjA+H9Q0bNggB76WXXhKfV61aVQhZw4YNo+3bt9N//vMf+uqrr7j9GCZCYSGLYRjGAvhBIaowJSVFmPFq1aolhKPz58/7pdnCd5C2ARGK5mzwMCEi2vCPP/4QvlstWrQQEZCVKlUSnyMdBd6/9957wo8MJkxEETIME5k44P0e7pNgGIaJJVBWB2kfjh8/rkxGesMNNwhhDakYQk3lypXpqaeeEn8MwwQX1mQxDMMECSQ2vfPOO13vjx07RmPHjhW5rR599NGQ3ndEJEJ7tmvXrpD+LsPEM6zJYhiGCTAwJcLvCkCwQQZ6qUWCduvll18WtQRDCQQ8/MmoSGTEZxgmuLCQxTAMwzAMEwTYXMgwDMMwDBMEWMhiGIZhGIYJAixkMQzDMAzDBAEWshiGYRiGYYIAC1kMwzAMwzBBgIUshmEYhmGYIMBCFsMwDMMwTBBgIYthGIZhGCYIsJDFMAzDMAxDgef/AZYzTgo047QnAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "residuals_simple = simulated_observations_simple.concatenated_observations - observation_vals\n", "\n", "plt.figure()\n", "plt.plot(observation_times_year, residuals_simple, \".\")\n", "plt.title(\"Most simple simulation\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Residuals [m]\")\n", "plt.grid(True)\n", "plt.axhline(0, color=\"k\", zorder=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Improving the rotation model\n", "\n", "One reason that might come to mind for the residual spread is that **the position of the ground stations is not accurately modelled over time**. This is indeed due to the simplifications in the default rotation model. If we create the bodies using the rotation model according to the **IERS 2010 models**, the spread is completely eliminated." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.777428Z", "iopub.status.busy": "2025-09-16T07:37:31.777289Z", "iopub.status.idle": "2025-09-16T07:37:33.958802Z", "shell.execute_reply": "2025-09-16T07:37:33.958353Z" } }, "outputs": [ { "data": { "image/png": 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nR7wnJiZ61Mk7WJQvX56+/PJLsZ15eXlkBaw4ZquO24pjtuq4rThmq467vMZjttlsHi8bYvNmaVDIsWPHKC4ujn799Vfq2LFj4fQJEybQ119/TQcOHHDaW6+++iq99tprLnvw+++/p/DwcOxZAAAAwACwhWzo0KGUnZ1NlSpVcrssLFklpKgVijWrzDI1btw4GjNmjJMlKz4+njp37lzsQQq22XXdunViO61karbamK06biuO2arjtuKYrTruyxqP2e6J8gRr7HENiI2NFbFUx48fd5p+8uRJqlatmsvyYWFh4lWUyMhIXYusgoIC8c7bGBoaSlbAimO26ritOGarjtuKY7bquAs0HrM3IT7ILvSRsmXLipINS5cudZrOnx3dhwAAAACwJrBklQB2/z3wwAPUtm1b6tChA3366aeifMOIESP8d4QAAAAAYEggskrA4MGD6cyZM/T6669TRkYGNW3alBYtWkS1a9f23xECAAAAgCGByCohI0eOFC8AAAAAAEcQkwUAAAAAoAEQWQAAAAAAGgCRBQAAAACgARBZAAAAAAAaAJEFAAAAAKABEFkAAAAAABoAkQUAAAAAoAEQWQAAAAAAGgCRBQAAAACgARBZAAAAAAAaAJEFAAAAAKABEFkAAAAAABqABtHA8mRk59HUFQfpl93H6fzFyxRWujTViwihVp3yKSE21PL7BwAAgG9AZAFLM/LbrbRoz3GnafmXr9C2i6Wp67tr6KEOtem1gU2Dtn0AAACMC0QWsCyN/v4z5V++6naZrzek0rK9J+jXcT0Dtl0geBbNd37eR6sPnqbQUiFUt0oEDe+aSD0bV8chAQD4BEQWsCQNxi+kAvf6qpCj2fnU/JXFtOu1vlpvFggSL85JojnbM5ymnTh/iX5L3kqxEWXpp6c7U43I8jg+Jue9Jfvp6w0plF9whcLKhJCNQii2Qll6snsDurttQrA3DxgQBL4Dy9H0lcUeCyw7ORevUPsJy7TaJBBExm8q5SKwHDl94RJ1mLiCZm1OC+h2gcCxMz2LEsctpKkrD1FO/hW6dIXo3EUbnb94lVLO5NPz/0sSD1oAeAtEFrAUt05ZS+cvXvHpb0/kXKR7P9vg920CwaPzpFV04UqIR8u+ODtJuBSBuXhk+iYa+O/1dNVW/IMWCzEAvAEiC1iGfy7eT0nHckq0jg2HMsVTLzA+d338q3AJEnkmspib31ul6TaBwAuslQdOebw8C7GG4yG0gOdAZAFLwBaIf6865HaZf97VjFLeHkCt4isRkfqx9ukZ2zXYQhBowb0l9azXf3fh0lVq/cYvmmwTCCz8sOSNwLJz6SpR38mrNdkmYD4gsoAlGPzxerfzn+xerzCw9YfHb6QbYtVBW6mZebBmmVxwuyPzQgGN/WGHX7cJBJ7Bn/zm89/uP36e3l2y36/bA8wJRBawxBNr2tl85fzI8mXo+T6NnKbd18BG9auEK//m4S83+3UbQeC45V/r3M5vVrMSzXuyo9tl/rftKOKzDMydH/1abPmWsGJy7z9ceQjnACgWiCxgeh74fKPb+Ttf6SOd/uVDbZV/k5VXQMv3ORcxBfrn1fm76Uwux2GpBdZPT3ehFvHRtGFcD7freuiLTRpsIdCanUeyaWua2lUcVppE2MCBNwcUK7ZZrAHgDogsYGpenbdbZAWpcHcRrRFZju5qHaec/87iAyXePhBYN+FX61OV86PLlxECyw7XxXrypnrK5Q+ePA+3sQF57oedbueveuEvcc1im0MJVBzLvoiHLeAWiCxg7pvqBvVNtU1ClLiIuuPde1pS2dLy7LMDJ87DXWAgXvzfLrfzF43u6jLt+b6NqE6suggpkiCMReo5otQsdejAqO71XIrOcihBrahyyr95dhbi84AaiCxgWt7+WR2YGlqKaPbITh6t5+P7Wyvnzdl2xKdtA4EX3Gt+P62Ya6MnutVRVnSfMbyDcr1IgjAW3/yuvuU1qBpBY4vEZtr5933qawAXL0XoAFABkQVMe1Odt+OYcv60B9p4vC7uXRcdHiqd9836FJ+2DwSW5NMXlPOqhNlozM0NlfNZfPVuUk05/80F+0q8fSAwsVinL6pron0zrL1yHlu8OybGKOc/+R3KugA5EFnAlDz6lTr7r2qFsl43/X337ubS6SfOXaJHpyMAWu/UjY2gUor766jri++x9NrA65XzNqdmwW1sAMaIWCz5SdCnSbVie1N+/3gHCg+V/z1nKv53C9ouAVcgsoApSzbsyzinnP+Zm6xBFSzKqlcKk85bceAUAqB1Dt9AJ97RjEKK3CMnDGpCUWGe/b07a9ZjX6Okh+7LuLiJxXrVjYh2ZOrQ1j6FJwDrApEFTPrEKqd2TLlig91VPNm9vnIeAqD1z+B2CbT+pR7076Gt6MN7W4kSDXe3qeXx37uzZu05dg5CW8e8sWCvcl6fJlWLtWI5PmxFlZMX0DpzoQDnAHABIguY7on10Cl1/M2Ue9VPosVxsxtLBgKgjQHfTAc0r0m3tKjp8Y3V8W/ZraTi+41wF+k1PtNdC6VXBzb1an1fD7tBOe+hL2DRBM5AZAFT8YybvoIt4yN9tmJ5cpP9DjdZ0+POrfTz7oyAbgvwjNlb1RnAnsRiFYWvIZUViTBn81GkGDgDkQVMZcVKycxTzv/4fs8zCn25yW5JySzx+oG+uRabVVU6D6n8+uST1YdKHItVlJf6y0s9MB8sPejTOoE5gcgClig26csTqwxeR9vaUdJ5h0/nIsvMArzmxr3kLh4QBB6uX3VO0fGBf8e+XhO4mXx4aGnpvN3HzuE6AAqByAKmsWLtP3He70+sMv5xSxPlvK/XJ/vte4A+cSe0s/MuozCljvj7j7t9+h17wrgBamvWHehpCP4EIguYgqe/V8diDb0hwS9WLMeYjJgIeUzGf7egArwVcHeD/tZNKycQ2AevjOyL0nncJqck8ZnMzY3V8Zn8vagCDxiILGCKi2lqljoW66me6tILvnJXG3njaKRxWwO+QcdWKCudtzkVsXl64Ec3HR/+r5u66bOn8IPbwx1qK+f/Y96eEn8HMD4QWcDwuKtR5U0NHG94pFOict6T323z+/cB/fFwxzrS6RcuXoUVQwcs3XPCp3Is3sDlHyqVk8dmHTubj7pZACILmMCK5Saj0NsaOJ7Cwq1OjFy8HcHF1RLc6aaQ6bOzEAAf7OvCkbPy6wL3IPTng9fzfdWxWSv2nfTb9wBjAksWMDSPTN8ccCuWnSd7qN2QuLiaHz63GlSNkM7LyUcAfDB5Y6GqabeNxvRq4Nfvcheb9d1GxOcFk4zsfFp/6HRQsz0hsoBh4cDSzNyCgFuxHNO4I8rKG8bO33VU0+8G+uClfmorxsJdKE4atArvKVnSeZFlbNSiVqTfxXarePk6T19AcdJgsfxoCHV9dw0N/WwjdZy4gmZtDk5HBogsYFied1MX66EOtTW1YtnpfX0N6fTk03mIx7AA3MsuRlH9e0eaupUL0I45biq8d65u0+Q7R7mxao/9r/o6BbThs3XJND/tL3nDR/2l2UlBsWhBZAHjWrEuyK1Y1SqGuS0Y6U9uaS4XWcw7S/YHZBtAcLlfkWF2+EwuhHYQ+I8bF90NVW2aie1qFeViOysX1qxAwkLqnSW/E5Gzl4GP/FaFhVNLILKAIRk9c4dy3o+jOunCkvHrH5mo/GwBejaSt9lh5m1XlxEAga2N1aV+NEWFabfX/36LuuDxZ2tQpDhQLN17XDkvRB7doSkQWcBUrTIaVq0QEDehI8/2aqict2yvOo0cmKdmVu2YcOm8eTsRmxdIfnQjau9qE6/pd7etE6Oc91syHrgCxdfr1ZbM1rVLVoDWFyCygKmsWC/2u44CjbuaO/9zEx8CzMOwLnWUxWlR+TtwJB1Vx8G1ipe3QvIX/HDXvq76Jj5nG64FgbBkHjp1QTpvUMuaAX8AZyCygGmsWJXCygj3XaDhH+71NStK5+08kg2XoQXo1UR93o2fq+6fB/ycVZgqF1mDWvANtpzmu/vxruoixd+4sbAA/7B8v7ou2YtuMoG1BCILGIpxc5KU8z4Y0oKCxRg3LkM8wZofFtoNq8lrZp3IuYgA+ADw9iJ1osmL/RsFLkZT0df0xDmcB1rzc5K8bEq3BrFBsWIxEFnAUKbgk+cuSedVKhccK5Yd/u5KYfL2GvPd9FAD5uFFN5W/VXWbgP+sWPN2yn9nbWtHBfQGO/3hdsp5byzcG7DtsOL94feTcldhywRtXcXugMgChuHF2ep6Mx8MDp4Vy07fZvJyDgdOnIfL0AKw0E6MlVuzlu9DAoSWuEswaR4XFfBEiGqV5M3Dt6ScxbVAI5a5+Y31cJMBrDUQWcAwTyn7j5+XzqsZWS6oViw797VPUM6Dy9AavHm7vD7b+sOZcBlqyOFT8msDM7BVTQo0D9woT4SgINVqsgJLdstLNzSsGiGEb7CAyAKG4P++3aqcN75/Y9ID4gm2ovwJ9psNKQHfHhB46iosWcw7iw8EdFusxEJFLA7HyQXjBuuuefiUFVwoE/j7IfygwlXYr6m6YHQggMgChsgoPJ4jLzDItKkTvKeUonRtWEU6/UTOJVgyLADH/nAMkIxfD52Bq0ij64MqVrOfou2V1rjrZ3jwxHlcCwJYH61H4+C5ChmILGDouljj+jcKWtaIjPtvlLdYYVa4SS8G5mFgyzjlPBSn9T8frvxDlzdYd/0MYdX0L1tTM6XT46LKBdVVyEBkAcPWxUqsHE7/17Ue6Qn+QdepLBd9Gw+dCfj2ANJVcdrP1x4O6LZYIatwe1q2svtDMG+wHCcaVb6MdB6smv49B3YdzZHO65iorsIfKCCygK4Z+d025by/3aKPWKyitEqQX9h/S8kKShd4oB+XYWpmHlxFfmRrqjqI/OmeDSjY3N5aHZuFZBjtz4GmcZUo2EBkAd3y3y1pdPEy907XT3V3T7iluToOBBdWa+DOZbhiH9zG/uIjN65CPcRqcisXFd/9lhbQbTEr83eo+oPaqPt1wY3HYiCygG6ZsGifLqu7FweLv8hycjfBz0nqDvHAGi7D/SfOBXRbzJxRtjdDvi8716+si1hNdlc2qSFvuXUsOx9WzRLCnoFf9sofWq6PuhqQVkrFAZEFdHsBzcq9LJ1XIay0bq1YdgbfIHcT7D6WA5ehBeAbfO8m8qfoJXtO4BzQuE9dn+v1c334wk0FeATAlwx3iSR9asm9IIEGIgvokjE/7FTO+9eQlqR3mtdSuypQ/dsaNKqhjgfBOVBydqZl+WRJDIbgblStgnQeAuBLxjyFqzAhpjzVlhsQAw5EFtAd/1y8nw6dkheWi4/WR3X34mhTWy2y5rmp6QLMQ083rTzgNi65m2j17/Js3U71YnThKnSkTuVw5TxUgPf9HNiSelY6r70O4vHsQGQB3f1w/r3qkHL+DyM6ktEzzDanIsvQClyLx5Fbs2DB0M5N1E/RQzSY3N0uXjnvp1146PJ3r0I9ZBXagcgCumLpXnVgeKd6+ghm9ZTb3GQWoSilNRjZXV3HDRYM31m8W95Gh+nZWD+uQjtsfY8JD5XOQ4yebyQdkddHY/SQVWgHIgvoiiW71U8nL/S9joxEryZqt2byabk7FJgLd27jz9ehMKmv1u5fD8krfPe5vppuH8TclfVAjJ737M+QFyBtHldJF1mFdiCygM4unvI4i5bxkUFvj+AtfLHv1qCydN7hk+cDvj0gOOfA0BvkrqId6dlI4fcBd1bgW5urrcfBZlAr9bb9uF1V6wl4W+W9bZ3gV3l3BCIL6Ia7p21Qzvv4/jZkRJrHy+OyVv1+Gmn8FuEpN5XHkQThPYfdWIH1UIDUbcutGLmVjQO40Q3CP0J7oJswjWAAkQV006PwSJa85UzPRlV06wIojpvdxIfM3nokoNsCggOfu81rygNxt6bJ3V5AzdrfT0mnd6sfq/vrxLAuicp5uB54zs+KmLz6VcN15/GAyAK6YMysnbruQeYr/IOvqYgP2HNMHbgJnOGn/AW7jtFPO48a8olfZWHZeQTFab0tUvzHSbklq2WC3GqsJ9zV7/p+I9rseAL//tcrYvJub6XuFRksILKALqxY2fny6u61Y8rr7snEW25tIU8p/+ME4rI8YdbmNOo4cQWN+n47PTVjh/g/TzMSg1qpg57Rz9JzNqWoLX89Gusno0wFW9r6KIQW2uyUvCF07ZgI0hsQWSDofLhC3eR1yr2tyOg0jYuUTv/91AUEPnvw1PrS7CRybJDB/x83O8lQFi13Fs3vfksN+PYYlYOKXoVtEqIM8zD26sDrlfM+W5Mc0G0xIikGi8kzjMh66623qGPHjhQeHk5RUXKzcFpaGt16660UERFBsbGx9PTTT9OlS5eclklKSqJu3bpR+fLlKS4ujl5//XWy2Zx7HK1evZratGlD5cqVo8TERJo2bZrLd82ePZuaNGlCYWFh4n3u3Ll+HrE14Bvl9nS52+z6GhUNc+F0h7tslynL1QITXHtqlXUguyoutrmG2kX3tpdnGR7Lvgix7eG14r/b5Fl4/XVYgNSdNetJRf20BUkZhnp4CAZpmfLfPRd/1mNMnmFEFoulu+++m5544gnp/CtXrtCAAQPowoULtG7dOpo5c6YQQs8991zhMjk5OdSrVy+qWbMmbd68maZOnUrvvvsuvf/++4XLJCcnU//+/alLly60fft2Gj9+vBBrvC47GzZsoMGDB9MDDzxAO3fuFO/33HMPbdy4UeO9YD6GfbVZOe9zN41VjcQ1F0FVZZNbXFTVfL5WXksqhFuVxKpbleiRu9qoq37P24Gq3yWp8N1WhxYMdzzfpxE1rCp3bcF97J6VisbgzeL0GZNXhgzCa6+9Jt6/+uor6fxffvmF9u7dS+np6UJEMe+99x49/PDDwgpWqVIl+u677yg/P1+sgy1QTZs2pYMHDwqRNWbMGAoJCRFWq4SEBJo8ebJYR+PGjWnLli1CjN15551iGs9jsTZu3Djxmd/Z+sXTZ8yYEaA9Yo4g1r0K83/reH0+lfjKrS3jaMle+cVhW2oWDWhunrH68/zgWlIy7r0hwXDnh73VkqzfWtJReQ828BfzFLWkasfoL6PMExKrVKCDkiD+3W4qmVud5fuO06nzzt4pT+qQBRPDWLKKg61LLJrsAovp06cPXbx4kbZu3Vq4DLsKWWA5LnPs2DFKSUkpXKZ3795O6+ZlWGgVFBS4XWb9+vWajtFsPP39NuW8J3uo25GYrfJ35gX5RcPquLNcPNWzPhmRmxTtPjanoE6Sr82Ab0zUV/FJT6lcoax0+hpFiQpAtGCXvHRDfHQ53Qptw1iyiuP48eNUrZpz1kZ0dDSVLVtWzLMvU6dOHadl7H/D8+rWrStdD3++fPkynT59mmrUqKFcxv49Mljs8cvRdcmwcLOLNz1i3zZ/b+POI9mUmpUvnRdZrgx1rV85aPtFizHHhpehLvViaK0k9fiXPcdoSFt19pnRj7Wv/LRDbrloVydS7E9/bGegx1wrSt3uY8nuDLpPUR3e7Me6OJYkqd2pjWtU9GgcehtzVHl5L8MLl67SzI3JdGdr/5Qj0Nu4S8Lpc/J4tb7XV3Man9Zj9ma9QRVZr776aqEbUAXHTrVt29aj9bG7rygc1O44vegy9qB3fywj+347EydOlI6V3ZwczK93li5d6tf1fbqvlMKQaqN7aufTokWLyGxjzsvm86O0y/S1f2TS93MXUdRfBlZTjdsXUs8RpWTyvpL8ps9n+v38CNSYs8VzlnxcKzfvpujTSWS1Y+0J3+9RXy9CjibRokVJhhtz2Dn1uTDhp91U/vguv36fXsbtK2cv8rVSvr8KThymRYsOBWzMubm5xhBZo0aNoiFDhrhdpqjlSUX16tVdAs+zsrKE4rRbnXiZotamkyevxckUt0yZMmWocuXKbpcpat1yhOO2OO7L0ZIVHx8v3I4cL6ZXeP/xicoxaKGh8icvb8nIzqc9G9ZI58VGlKUX7u9OZhszU27/Sdry3Q7JnBCq1/JGal83xpTj9oW3Fu7nPCLpvOF92lCPRlUNO+Zl2VukFs2jVypS//6dLXesPbleHFRcL7rUj6Wht7cx7Jh/Ovkr/S6Jy8q5XIrimnegFrXk5V+8QY/j9oWFSceJtsmF56MDuzs1hdZ6zHZPlO5FFpdZ4Jc/6NChgwhwz8jIEC49u5WI46+4HIN9Gc4W5ExFdiPal+E4LruY42V++uknp3XzMmxNsx8sXoYP4LPPPuu0DJeYUMHb4RgLZofXaYQT35/b+f6y3cp53RpW0c3+8Pex6dMsjupVOUiHTrk+BV28YjPtuH1hqSKDKLp8GbEfjTzmlrWjpSLrj1O5tPf4+YDGlujhWBfHrmPqGKVWCdFeb7+exvzNsPbUYeIK6bxFu09Q27r+uT/qbdy+sOqg/DwY1LImJcRWDOiYvVmnYQLfuQbWjh07xDuXa+D/8+v8+WtVs9kixPWquJwCl15Yvnw5jR07loYPH15oKRo6dKgQOpxxuHv3blHbasKECYWZhcyIESMoNTVVTNu3bx99+eWX9MUXX4h12XnmmWeEqJo0aRLt379fvC9btoxGjx4dpL1jrADWH92kq/dvbpx6N74woLk8A2b8XLXwtGJW4dGz8ni92/0Up6LXfpYr9snFpZVJOaMuPtnTAFXei+1rqShWvDUVfS2d7xsZhizfYRiR9fLLL1OrVq3olVdeEcKK/88vzvpjSpcuTQsXLhQFRDt16iTqVg0aNEiUXrATGRkpLFBHjhwRlqmRI0cKMeXoxuPgd473WLVqFbVs2ZLeeOMNmjJlSmH5BoYtVlyHa/r06dS8eXNREmLWrFnUvn37AO8Vc3VPj48uTz0bVyczE6vIKDqRc1GkJwOiMT+o+1gObKnPNG1vYEsVF9r1NqPSqmz447R0ev0qEbrNKPOGNrXl9Z3Q1/Ivkt1UeY8qL7+m6gXDZBeykFHVyLLD9a0WLFjgdplmzZrRmjVy/74dLvOwbZu6vABz1113iRfwjq/WXyuVIeOHER1Mvzt7NalOL8/bK523cFeG6UWmJ1asQ6cumLaPpZ0RN9UTfRiLsifjnNgHZhmnPywYv6qaAbcOfkauv/paTl8vb62EGnrXyLsk722r11Y6hrRkAXPfQNmvbrTikr7AY+zWQB5ncUZRZM9KuHMlD++aSGbBXauledtR/d0TC0adyvprBuwLLKhbKgLc3Vn+rcT3G9Ol029uXFX39w2ILBAw3lnMGWNyXuzXyDJH4uYm8pic1b+ftnyLnV/2qF2mPd3EMhkNvjF0rHctW7koB07IuyBYkYiyriVPGI6gbe2mwK/RGNalrnT63B3HLH9NyMjOE+3HVIlSegciCwTd7N+pXmXdP434k6hwdWaKlZ9c3QW8m/EcGdZZXp7m10NnLH9jtfPK/D3K2DwznQ/uLJuTFqkfTq3SJN7bB1Y9AZEFAsKWFHWmzAt9r7PUUXB3QXXnHjE7k9xYOs14jpQvqw6J3ZqivrFYBXe9K7lfoZlgwdipnvy68ONOa1uzkk9fqyBQlD5NqhlCaENkgYCwTJGa3jI+0nJBvu7isg6dlF9QzA7fRNYrLJ3cisaM50jdWHVM0U+7EJflLj6vh8FLN8jo21RdvsbKFu7M8/IWNnHR+hdYDEQWCMgNdJ7igvlYZ/MEM3tD83h5oKtV47Lc3UR6NzFnxqW7uKwle05Y8jxwJOnIWdNnmXrq+tqUcoasyrGzuV412NYbEFlAcyb9vM+w6bfBKEjJadtWY95OeTNoZmAr49fGUtG3qfo8WG7hmlksMLeknjV9lmlR0X1dtQrSeQePW9fCvWSv3AtSO8YY2aUQWSBolXp7Nq5iCJ+6ZmnbCmtW5oVL1ruhpshvqPVMUnDSXd00FUlH5PFIVo/hNFOWaVFuVRTbPXDivCUtm8vcWLiN8oAOkQU0Zery35Xznu7RwNJ7/8428hYxs7cdISvhLnvo/XtakJnhh4y2iorfhxUBv1Yg7YzcRdTnemMEO/vKnW7aRr2qyLQ0MxuT5W7SFrUqGeY8gMgCmsFPXt9vkheRs2LAe1Giw+UxBZxRxZlVVuGjlX9IpzepUdES58htCuvF5pSzlrReMOsPyVvpxEUZ48bqKywcWiks3FaM09umcBnXNNB5AJEFNMNdOQKrBrw70sZNMcXlFmkUzGJyb4a8+GYvA9TA0dplaMW4LHc19WIijBHsXBJG9aivnGeleM2d6Vl0LFteN+8uhRdAj0BkgYCnqIcYyJ8erFIOl65cISswafEB5bwejcyXpu+ty/DzNclkNZbuPe5T2QuzwP1Lq1cKk86bv0OdIGI2liuqvNeoFGaoHq8QWUAz1hw8JQRVUd6+s5lh/Olak1hFftNYpsioMV9trDOWStNX0ayWXGSlZOZaynXMzN8uT5Qhk7XSccfdbeWWGs60s4rLML/gslfudb0CkQU0gS8EL85OIluR6fOe7EiD2yVgr/9JYhV5yvYfpy6Y/ubqLnPIrGn6KrhButVdx4WZpmny875dnSjLPJy5K/FiFRfy8n2npNMLrhS9q+gbiCygCVNXyIOZj2RZ4ynMHwUIzX5z/XztYUum6ctgqx0H+ssIC7XOZdqdq/C2FnFkFfh84PIlMn5OUu8js7AzPYsOnbpgCpexdX69ILBZhRvTpPNsxnoI0RyrxmXxRTQ1Uy64O5uwGbQnDLkhXjp9qYVaqiSflpduMEozYH9yc5Oqlm0gvsyNtc5o5wFEFgho3SMEvLtSLbKcfD8qCnSagXfcBLw/b8Jm0J4QEyEPdrZSSY/Dit6d3RrGWk54h5UprZyX4kaMmoGCy1el0/mB1GjnAUQW8DvLFCb/QS1rGO4HEgjCy8ovpptTs0z5xHotRR8B796U9FD1/jTbecG9O2W0VCQGmJmebrJrF+9WJweYgV1Hs72KYdUzEFkgYG102taJwd6WcHurOEvVxXFXP+2ednKXmdVLOVzIl2daWcUC3qOxNcp5FI3Lqq+Iy/p6Q6opH8D+yjqW10mrV9VY8VgMRBYImC89qrz5Cwn6O+jZjHVxftmtDtw1StNXrbjpOrmYOJtXQGbHpgjYbF8n2lLlPBzpoojXNLPLcKsbsW3EhBiILOBXDiliKhjEY6lpn1jZEnVxeCxfbUhVzrf6OVJHkTm1ZK/5W6pMX58inX6XomaUFRjkxsodXtact+/MCxeVZU6MGG5izqMEgkbG2XxLNnYtKXVjw5XztqZkWeIp1agX0cC1WjJvliEH9qv61O06Io/PsQJswbtB8eCRrsjONToh0hLWHG5izAcwiCzgN/hJm5+4Zdza3FhVevXUv+5s3iUyC/PdBHC/2K8RWR0Wmc1ryRsEb0yWJwuYgU0p8hgc5qbrqpCVuVVRqNZM1wVHtqRmmqr8D0QW8Btb3Fwore4G8uTm2lsRb5BtkngcFuG/KEQ4B3xb3Yplp6YFS3ocPH5O2V7JSH3qtCA6XB7L+sVa8/W1zMjOo3mKxCmjNgeHyAJ+IyREbuYdekM8bqAeEBctv7mePnfJ9EkRzS2You9t37pj2fmmrJfFN9b/bpUneAxsaZ0q7966kJPP5NLyfeaq/r5VEU4QYuC+lRBZwK8Xg6Iyiz8/1bMB9rIHJFaV14DJypUHghqNlfvVbYIGGqzpq5aw5SYuSi64t5goPs+THpZVK8kLtFoJtvC2jJe7kF+bv5fMxHxFNnXvJsaN6YXIAn6Nt7EVEVhv39nMsD8OvTSF5bpjRs8s4+1fsV/e8LVjYoxlU/RVjL5Z/mCyPyOHzMZhN3XTjJiyrwW9FPshLSvPNNbNDBFOIH8Qa6QocWMEILKAX/hkzSGa+PN+p2kssro2tHbQqjewGGXXqhkzDN1ZK57q2TCg22IE0jLlNZD+u+2o4QV3UQ6dQCud4rijjbqMxZsL9pHpi9E2Mm4xWogsUGL4ov92EYHFXDVxwTytaFyjkikziT5fc1g6nYV4HTflK6xK1Upyd6HZugDwtWPNH/JWOvVijddCRcsHsKY1K5m6/VZWrvwa1zI+ytCWbogs4Jc2KbL0Wj65cAP1DpuTw/UvPlktFylGgN0ZqVnym0Db2tFwJ3vhOmZSzqjda2bKSE40YAsVLXm2VwNTC++zCpF1s8FbKkFkgRIToWhw/MRN9XAD9ZKYCHmgb3pWnmEziX7crm4NdBsC3pWWix6N5K52VdFOI3I2V12eBPFYRfdHdaqhKO/hrh+oUcg8Lz8XMi8Y24oPkQVKzDMzd0inN1GYt4FvFb9XHZAHjuudpW7isW5ugsBmFfe1T5BOX7HfPK2WZmxKk07vY+BsMi3p27S6KYUIc+ysPLSkcgVj1seyA5EFSgRbV1LO5JqqQm8w4RtLf8WFNCEm3JCuwiOKVkud6sfgRuqG8mXLSKfbTBLryOfG3gx5EdJG1Y2bTaYllRUFOY8q3PHG6hZy0pRN4yGyQIlYsEtenZdBlXffqKeIRfntsPHaqix3UxvrhT5oo+OOuopm0UzupQJTF6ftYfA4HK2oXTnclA3El+49btr7CEQWKBHVKspjiLo1jIWVwkeqVpTHXSzff8pwF9LM8xeVDbGNnDEUKKtmT0Vc1s504zdNvnSF849daVg1AueGgrZ1YpT7c862I2RUkhWW2U71jG/tltujizBmzBivV/z3v/+dYmLUJwQwBzn5l6XT724jr/cEiofjlP4xb4+yXtYtLYxz0VmYJH9CbRWPNjqe0CohWohrmRVoTO/ryMgkHZEXVu3cALX1VLDgYBF68OQFabX0J7sbs7vGUYW7s2P9WDI6HomsyZMnU4cOHahsWc8C0NatW0ejRo2CyDI5bFX5flO6tPaR0U28wb6Q9rm+Gi3Z4+pOSc28YKh4vSxF9tiA5jUCvj1mcg9xLBPHNBnVGsjXjvWHznjtJgXXhLdMZB04cUHsV6NZfjLcNI43ejyWxyKLmTt3LlWt6pmfvGJFBC1aAVUVb+5DZ7Qfut6oGSXff2fOXzJ8vF5MeKhIRwclcw9xlqFRRZa7+ljIOHXP0PYJNGvLEWW9rAHNy5umG0QbEzysexSTNX36dIqMlDeolPHJJ59QtWpIzTY7h0/J22HEhBs75VYPJFaRP8FlGShVe72ikvc97dQtQoAz/LDSu4n84Ta0dCnT1cca1AIPaMXBwlrVMNqIpRxOnpNnH/dsVNUUD+se/UofeughCgvzvBv60KFDKSLC+GY+4J5jitT8yhUhsrSq+D13xzFDBL+zq/DEOfkFv1kc4rG84baWcaZzqx3Nkgc6V4/y/D5jZVTXh3WKBxs9k6AoTdO3qTkMNSV6FDp//jzl5OQ4vYA1MLsfPdjwE9yglvK4peVuUt/1wocr/lDOa+2m4CqQF6jlOEdHQkKMvR83JsvdhSdz5NmowJmLl69Id8kve4xXymHxbnlyzBGD1/7yWWQlJyfTgAEDhKWKXYjR0dHiFRUVJd6BhfoVmtiPrgfiFU94er8R8UV+u6LEQLcGKO3hi+B++85mVOpPpcVvIw3cssrd+YGEiJJZsoxWqDYjO0+aPcvEVjCHVdPjwHc79913n3j/8ssvRdxVCD9SAcuh6lf4pIEv/kYxo7NLQM/p++4KC97dFqU9fGFwuwRafeAULdp9XNxI/73yEB3Pzqf37mlJRmPSz/uk0+OjyyMhwou4rO6NqtBKiUAJL1vKFEHvN5uk5ZbXImvXrl20detWuu46/V7kQfAyx1Djxn+czZMHB29LO6vr9P3kU+onaVg5fYOPNwssR2ZvO0oPdqit2/NAZbn4cYf82tHLJDfVQNE6IUoqstb+ftow58RhRfJUp3qVTfOw7rXkbdeuHaWnu9ZGAtaBL5SfrU2Wnkx1Yo3XX0+v3OAmfX9LShbplY2K9j9o+uv/FjRTlqtj3/TI1tQsrzNqgZzDpy4oS3sYhcqKjiEd61cms+C1Jevzzz+nESNG0NGjR6lp06YUGhrqNL958+b+3D5gIBPvbaiP5Vf4abRjvRhaf8g1SFivYlY0/T0ub/rbpaHxqzcHi6qVVK2WThqqAGXmBXU8YU9FnBGQc0vzGjR3+zGppdso58Sxs/Lg9jqVzSO4vbZknTp1ig4dOkSPPPKIsGq1bNmSWrVqVfgOzI+qrkltRQwR8J2+Tat7VT5Dz01/o8qjtIe/A52Nkm1qJ8QlT/Iag/CA5jVc0LeuoiMAFyXVOxnZeTRjo7xjiJEzZ0sssh599FEhpjZs2ECHDx8W2YaO78D8nFP0K2yuKJAHfOe0osL7qgP6dAmElZEnRDCIx/Idtkpws1xv3EZ6ZKakDRfToFqFgG+LGXi0S12vk0/0nqE+vEuiIaxwmrkLU1NTaf78+VS/fn1ttgjo/unj6/Wp0nnhZZ1dx6DkcNVjWdwNpz3r0SWw9qA8HXvoDfG621aj0bRWJP0qcR2XLWOMDG92Je/JkNdSvFRwNeDbYwaiysuvuZxc8GI//V0fHMm7JH9Yb59oHiuWT5asHj160M6dO7XZGmCIwFXZ00eIjuOEjB6X1b5ujCFcAnwT3SgJyOdz46meDYKyTWZCZSXk0g5GgOPHVPRo7FlfXOB5b0t35RH0wM4j8lppuxTTLWPJuvXWW+nZZ5+lpKQkatasmUvg+2233ebP7QM6w2aTlyC994YEXT81GZkBzatLK2TrrU/Z3O1HpdM71TdPOrYerZr7jp/XdUkPO6Gl5Ra3JtUr6n7b9Qr/rtrWjqItqWdd5u0+pm+xUrZMKa+mW0ZkcWYh8/rrr7vM48KkV67Iy/0DcxCuKELas3GVgG+LVVAFC+utDvBCRe20htUqBnxbzAgLkUbVK9D+4661hVbsO6l7oXLopDx2bOiNCQHfFjORWKWCVGQdOimvQaUX/jghz0KOVLhAjYrXkvHq1avKFwSW+flekg1iRhOvnrApGhgpjIpBawh9ShGkP7BlzYBvj1m5qaH8Yeaizh9urxUhdS03AEpOs1ryhCMWXnrtY5jhpiit2bKQzWWXAwHoM3XS1H2m9EhMhHzf7lMEEQcDVQHExNgI3VtYjESowpXyu86tFu7ig8x2U9VTeY+tOi1avFURTxpiwixkj0TWlClTKD/f87o806ZNo3Pn5KZAYFw45dbsfab0SJva0VKH4YxN6bp5Us26IG8BdO8N6FUYiBvq8n3Xsk31ymE31w6z3VSDEZc1tH2CIUIKrBjb65HI4kB3b0TTCy+8IIqWAnNRNzaCSkl+tOP6NTLdD0NP8L4dIhErNp08qfLNvWhfPTul9HqVNyhsFWypqEen52yyuorMYxQh9Q+D29aSTq8Vrc/rcoKicPXgdvJxmD7wnVVnz549qUwZz+Lk8/L0+0QFSnazbxkfJdo22GlWsxL9X7d62K0a06l+rLBcFUUPGmZLimvmo522sFL4nVYJ0bQjPdsrS3OwOZEjb6fzSKc6Ad8WM5KWKW/KPmtLOr12S2PSG+lZco1wJCvPdOEFHqmmV155xauVDhw4kGJi1PU7gDHhNHFHgcUkHcsxRPq40YlXPJHq4Uk17Yz8An99jUo4LzSgcoWyXk3Xg6Xz3ysPWeamGgw4s1+VqDRCURU+mHy+Nlk6PStXX2VpdCuygDn5dI28bdKWFIisYD358ZNqsG9SP2yRZ5w2jasU8G2xAqrmuWsOnqInu+uv6Ks7S6eeMmSNHrepYuWBkxRF+mFnehbtSHctOWHWJAhkFwKPyMjOp0VJ8rgbuISCFyjKT6rBDHjmC2Zqpvz7w8t6XYYPlOCGujE5SxwPvaGydDIIevdnb8vK0nnJp9T7X2+V/9uYMLwAIgt4BLsJZbf59nWig25JsXr7jGC219nkxkoxqBXqY2l1Qx3QrLrSqqw3fj10WjqdRQESZvxHR4XIOqqzrNNQReX/Pk2qmfJ8gMgCHpGt8JXf0gI30kDAF59BLWvoLo5B1aC2TUIUxLeGPN410RBWZbayrpc0tWb6KYQi8I2EyvKMvaX7TtFZed5BUDikqOnWpWEsmRGILOARqtAJPWS3WYXWCjdRMONaflT0K2wRr6coEPNRtVI5r6brregk09NNEU3gX2t38rkQ3Vd6jw43XzyWX0QWt9LZsWMHZWXpz0wN/IfqJ4rA1eBnEAVL6PIF81eFlQIEJ5hcD3XTHMm8IDehoD5WYK3dilrBuqr03tpN8L6lRNbo0aPpiy++KBRY3bp1o9atW1N8fDytWrVKi20EOgCWrOCjetL7aWdwesIt26cufol+hdpyNrfAEAVJVc3N9ebWNAttauu7dFKmQnTz9cKM8Vg+iaz//e9/1KJFC/H/n376iZKTk2n//v1CfP3tb3/TYhuBDth//LxlUm71it6yylSxFfWroF+h1kSFy2Phftx5TFftdbakyi1usIAHtpn8xlP6cBeGWFB0ey2yTp8+TdWrXwtYXLRoEd19993UsGFDGjZsGCUlJWmxjSDIcNDkD1uPWCblVq/oLasstqK8cfXtreMCvi1Ww138jV6sWSz25inib2Ii8HAWyGbyaRdCaOcR1y4BASeELIfXIqtatWq0d+9e4SpcvHgx3XzzzWJ6bm4ulS5dWottBEHmVH4IXZU8ID3eta5pTbx65abrqkinVyof+JpUvyusm5GKjEPgP/h317NRVem80+f1kUqmEntmjr/Rb1HSENqWFvx4va0p1rNsei2yHnnkEbrnnnuoadOmIhC3V69eYvrGjRupUaNGWmwjCDJlS8l/AQOayYMsgXaczZPH4uTkXQ68lUIRC2bmC6aeGNretWk4k604RwJN0lG55aRt7Wg8nGkovh/uUFsyx0a1FU2Z9ZBZGGNiy6bXIuvVV1+lzz//nB5//HH69ddfKSzsmnmSrVgvvfSSFtsIgkzmRbmNN11R6RtoR2KsvKVKelaublqlmPmCqSfKKyrqf70+VRdxWYdPyS2ddavIz2HgH9rWlbmSQyi/4GpQd/FWC2YWMj75GO666y6XaQ899JA/tgcYCNTI0teN9f+61QuYhUBlUTP7BVNP1I2NEPu7qOHQ9mcXgAHNg+fKZ5G3JVXen655rciAb4+VSD4tF7epmRcomGRaMLPQY0vWlClTPH5pQUpKigisr1u3LpUvX57q1asnmlZfuuRc6TotLY1uvfVWioiIoNjYWHr66addluHgfC47weuJi4uj119/3aUv3OrVq6lNmzZUrlw5SkxMpGnTprls0+zZs6lJkybCksfvc+fOJbNSt6LNJV6RBRZupkE4FgpLli3QNZIULkGzXzD1BO/nITfE69JliyKkwSNTURTrt8PBrWkXYsHMQo8tWR988IFHK+MYLRY2/oZLRFy9epU++eQTql+/Pu3evZuGDx9OFy5coHfffVcsw4H4AwYMoCpVqtC6devozJkzwrrGAmrq1KlimZycHBFD1r17d9q8eTMdPHiQHn74YSHKnnvuObEMl6To37+/WP9//vMf4RIdOXKkWO+dd94pltmwYQMNHjyY3njjDbr99tuFwOI4Nf7e9u3bk9nYd9b5x8Gf3r6jGW6mQbqxspCZt8M1Hups3qWgp+arA2+BFgxpF08zNqW7TI+PCa7QTTl9wVL96fREosIdu/5wlrAwBm3/h5Al8UhksfAIJn379hUvO2xdOnDgAH388ceFIuuXX34RWY/p6elUs+a1fnrvvfeeEFFvvfUWVapUib777jvKz8+nr776SligOHifhdb7779PY8aMESKRrVYJCQk0efJksY7GjRvTli1bxPfYRRbPY7E2btw48Znf2frF02fMmEFmIiM7n2YdLuVkuODfSteG8iw3oD1takdJRVagrBdIzdcPO4/IXXK7jmQHtXfkGUWGY1wUBJbW3Ny4Gv3jxz3SeSmnc4MmsvYdy7FkrcXA5337iezsbIqJ+SvAj61LLJrsAovp06cPXbx4kbZu3SqsV7wMuwrtwfr2ZVgksUuS3ZG8TO/evZ2+i5fhKvcFBQUUGhoqlnn22WddlrELMxm8Hfyyw1Y1htfJL71y6EQOFXUWXv1zemy4YU8ft9iPh16Py9Ur8gDWq1eulGibPR33xkOnpdP5LGlWs6Ju95sRj3VxnMjOV0zPczsmrcd9JEtuyYoKLx20fW30Y+0pfF1+oltd+ni1q3EktJQtKOPPyM6n7yUWV6Z6pbJ+3yatj7U36/XpLnnkyBGaP3++iIEqGvPEViGtOXTokHABsqXKzvHjx0UNL0eio6OpbNmyYp59mTp16jgtY/8bnsciS7Ye/nz58mVRiLVGjRrKZezfI2PixIn02muvuUxnC1x4eHBTa91xrXs71z9zFFo2OrTjNzqzj0zN0qVLSY+knOZj4VqTLvnAHlp0Zrfm4/41Q/79bSpfpe2/rqDtZDz0eqyL41Km/Pd5MeMgLVp0MCjj5mvG0n1Ft+kamam8XQcomBj1WHtDnuIa8f7cDTS4XuCzDH/Plm8Ps2rtejoaaTPUsea6oJqJrOXLl9Ntt90mBAm77Nh6xFYgjn3iHobeloOQCQ9HOHaqbdu2hZ+PHTsmXIdcaf6xxx4rtoEub5fj9KLL2IPe/bGMqoEvw9Yydkk6WrK43yNbzdiVqVc+Wf0Hy1qnaTzO7j16UI3IcmRG+CmFf5zsEmbLpd4ot/8kffX7DpfpVyrXof79G2s+7tRVh4hSnM8JpmurBtS/Wz0yEno/1sURcziTPjuwpcjUELJVqUf9+1wXlHEvTDpOtG2XdN6jA7sH7bph9GPtDTY+Br+7HoP1J0vR2w/eFPBjsPNINn24d6PL9FIhRPf09/85ofWxtnuiNBFZLBY4SJyz8ipWrCiy7KpWrUr33XefU9yUJ4waNYqGDBnidhlHyxMLLHb7dejQgT799FOn5bjVDxdEdSQrK0vsbLvViZcpam06efKkeC9umTJlylDlypXdLlPUuuUIuygd3ZR2+ATQ6w+eY2/eW3bY5YmUNefR7EuUEFuRzIxej03aWbmL6D8b02lk9wYljrkobtw7jsovMFeuhuhyfxn5WBdH/eqVpGUcvliXSsO6FF/SQ4txH1Gcn32ur6aLa4ZRj7U3tK8Xq5y36+i5gB+HSwrj2WOdEzXdFq2OtTfr9LoY6b59+wprYrHwyMvLowoVKgjRNWnSJK/WxWUWuEq8uxeXUWCOHj1KN910k7CWTZ8+nUqVct50Fl6cdZiRkeHkimNhw+UY7MusWbPGycXJy3Acl13M8TJFTYy8DFvT7DtWtUzHjh3JTCSfviDN1Oenjzqx+nVxmp0bFH3rWPxyYKvWwnvl/lPSeT0ay9u8AO1gEXWvpPK7vVZWMDhzQZ7liqD3wJ4XQxXlPYJR3zDvkrwjRftE82cjey2yuNyBPYCbxQnHR9nhmCUtYAsWCyx2r3GW36lTp4QlydGaxG43rlf1wAMP0Pbt24Vbc+zYsaIUg90dN3ToUCG6OOOQBRmXXpgwYUJhZiEzYsQISk1NFdNYUH755Zci6J3XZeeZZ54RoopFJZeX4Pdly5bR6NGjyWw1mVhQFeXFfo2Qhh1EOGtM1cMwvKzXP2m/CO+uDWKDms1mZRpVl1sCMhViR2uOKroPoBNAYHmqZwPp9GDUN5y77ah0utYPhXrA6yvyjTfeKGpHMVyXil2HXCLh0UcfFfO0gAXNH3/8QStWrKBatWqJ4HP7yw639Vm4cKGwfHXq1EnUrRo0aFBhiQcmMjJSWKA4cJ8tU1z/isWUY6wUx5otWrSIVq1aRS1bthS1sLjIqr18A8MWq5kzZwqLWvPmzUVJiFmzZpmuRhY/DQ1qwfv4r9tqv6bV6f+6Givuxow83jVROj1XZZfX+In0oY6yfmkgEMREhCmmBz41ni2dv+y9FoLhaSFdYG4ysvNoAceISbCCR8TrmCzOHjx//nxh4Dr/nwUGFwn1tGipt7DliV/FwfWtFixY4HaZZs2aCZehO7jMw7Zt24ptLSRrL2QmREPPnex+/cuc9cueE8EtaAcEEWVLB8WStSNdXpdpZ3o29WxcXdPvBnLio+W/xb3HcmhA879K2gSCZXtPSKej3VLgUfUX5c4Qt7QI3PU7WVGYlgkva+7YOJ9EFhcCtcOlBz766CN/bxPQCfzjuFrEN3TFZgtqQTtwjQuXrgTFknXw+Dnp9LBQbcUd8P5c+PeqQ3R/h9oB/a2ePCcPeu/RqCquGQFGle3+7W8pdEuLwIlv1QOhVWJ7cWUEurOWAN/j5XYdlVua/AFbMJcoXEF1KsMVFCzcueFUliWtSIiR3zT7NlVnXgNtULW42picRTvTA5cUkZYpj7sa0i7BEsLb67slZ/Vx/JPqBcxDsKwloHj44vRi30Yu09/5+YAQQ4Fs+gtXUPDPhZ6N5IkQpxXtbbTi593y2Jv0TG3OSeD+vBjQTO7C3xLAZvJnc+XV0ZvUDH45D126CzkjzxGuQ8XZfF9//XWxhUWBMa0lji7D0iEhljDxGoFmtSJdpmnpzk05I4+t6H09mv4Gm6HtE2i5pLRGc8k5ohUs7lcoyntUrSQPzgfaJ8iI4rBFaFsngBmGIWRpvBZZAwcOdJnGAeDXX3+9CIAfNmyYv7YNBBm+UT/fuwFNWsLtOUKEwJpwR1NLmHiNgCrTL/eSNv26LhbILZvXVbPGE6meyVVYnfMCaHVWWTqZno3hLgwGVSuVk2oe2XSt2KoIwLcKfguu4fIFXCsKmIdZm9Pon7/8Ln6W/MN8od91NLhdQrA3CxST6bcrPTug8TbxMRDdweZsnlxYn80LXK2srFz5dw1qWQMPZkFCltlnC2B9qgzOUN/xV4FwR6LKB77EiGFFFld954bNXMMKmAP+cbw0O6nQVchvb/+8X7N4H+A9VSvKn0araOSaUd3Ic/LkFjUQOKLDyyrLOASbtooOBcD8yUvJivIN/NDeJpAuSyO5C6Ojo51SQ7kx8rlz50Q5h//85z/+3j4QJNj0b5O0beFWHQOaw3KhB1TxNs3iIgPazieg8R1AmUkm62H4/aZ0UfkbLn5rokpeWrjreEA6NEQoRN7I7sX31bSsyOKCo44ii7MNq1SpItyFLMCAOci8cFFXrTqAFxfQpAxNLqC8zjtbx9FshxYZ/BntdPTSwzCBvt+Y5jIvUA9GquKX/HAGgpe8JBPfn609TI90rqO50EnPkns+mtS41urOCngtsjypvA6Mz/7j16r6FwX9x/Sd/cl8tiaZHulUV5ML6Hv3tKQHO9QWKeBswYLA0g81IsO8rrjtLziMYJ4i9gbXjODB14DBbeNo5hbn3oG2AFV+z1LE6ammW1Zk7dq1y+MVci8/YGz4gjlD8kQcrOaiwM0FtF08zdiUHtALKAsriCv9UXBFbjIquHI1qJmFuGbos4F4IJIiosqHWjro3WORxY2S2UXI8VfuyvUzV67IXRjA2PFYzND28ZbxoxsFldldiwsoi2+2irAFDeeB/mihiNELRK0sVQ21vk1QQ02vSRGBEDoHFG24rJSR7JHISk5OLvw/Fx4dO3YsPf/889ShQwcxbcOGDfTee+/RO++8o92WgoBhF9NF6ZgYi6OgM6LCA/OkyOU8ONuUzwx+xHr7zmYo56EzypctE7QmvKfPyWM4ayqaV4PAESeOgf2X+xf7MnI07WHID2X/XnWIrN41xCORVbt27cL/33333TRlyhTq37+/k4swPj6e/vGPf9CgQYO02VIQ0JTrosGSVkq5NRKq9Hh/Hit7OQ/7+cDv/LlrwyqwaOmIYKbrZ5yVN4auXME6biG9kicSZFy9Tx9p3ECcrd42yfM6n41W6hri9a8vKSmJ6tat6zKdp+3du9df2wWCCP/o7mgd5zDFRrejoKBuKXr5dOPN9zlrzKWcx59xX8AY6fpacq1xuLwRde0YNA4PNrUrs6BxVTta/4ZVHSke0FDYmUJkNW7cmN58803Kz//ryeXixYtiGs8DxocvmnO3O2ajhNCPOzNQiFSHiKfFItP46dGfFZ1VMZj+FnPAP+n6JEnX17KIMApO6psakeWoTeWrAQ9+P6zIak1QdI4wK16XcJg2bRrdeuutwj3YokULMW3nzp3iQrxgwQItthEEGL5oFi0LwJ+1ajwM9O0iKh8qX1c5xXQQzFpZ8fT9RtdsUy1rZalqMb3UrxGuFzohsSLR1jMB/s5YuRXTSq5Cn0TWDTfcIALhubr7/v37RZD04MGDaejQoRQRAdOwGQh2Kwagr4rOqifSQPU/A57TIbGyi8gKREFQ2epva6ldUDXwDpvFEjEMLbIYbqHz+OOP+39rgK5v3FbKCDEKKivC5+v8V9EZT6TGIRCJEJ7WyEILLv1QQaFrtCzjgId1L0TW/PnzqV+/fhQaGir+747bbrvNk1UCg1US589WM/MaARZRw7vUpU/X/lVmxd/u3eX7Tkqn50F06xKZ6NaSZXvlgfVWquqtd+pWtEnPi6NntYvVW7BL3gHAag/rHoksLstw/Phxqlq1qtsSDRyXhWKkxodvzC/2a0STft4vbtYhZKM3B16P+Aqd0j4xxkVkMbmXCkq8bg6Y5ibDMhD4boxECGb6uhQaP8D/iUl8fvyoaKeDnoX6ISqM6Pk+DeidJb87TX978X7h1vV3rC2fF1+sc70mWa18A+NRkM3Vq1eFwLL/X/WCwDIHXHjyL4FFdGvCVbq7Ta1gbxYIQsyUyhXE5wXapeiPQGcYuuuLiJ6F+qKmREixEGa3biCSp5jHumrTU1XP+CWS+ezZs/5YDdABfCEeNyep8AfCbz+llaKMbHmxQRB8tIyZUlX/v/eGBMtdLA2TYXhDfMBqIqlqIUGE649shfs288KlgMVjDWhWg6yG1yJr0qRJNGvWLKcK8DExMRQXFydKOQBjI3sCYW9+WiYyyfSKllk84YqLZc/GVUq8bqANHevHBsy9q7Ki8s0UIlxfRCp6GGphcVTdL9IztYsBM43I+uSTT0SNLGbp0qW0bNkyWrx4sQiM536GwNjIn0BsVC5UfrMF+nUR7TpacgszyjcYj3hFv8BaGvQRVFlRb2+N8g16I5D17s7mFgS8+Kle8XrvZmRkFIosLj56zz33UO/evemFF16gzZs3a7GNIOjlG0Iov0Be1gHoA5lTj+PqShqHg/INxiM9S37Mjyima5F5ml9grQwyI7DraLZ8erp8eolANwjfRVZ0dDSlp1/LNmIL1s0331wYu4HAd7NaRWyWa4VgJFTBx/YyDiUhV1EzDeUb9Isqjs7f2X7uMk+RWag/qlQIk0+vJJ9eEqLKhwa8LpdpRNYdd9whqrv36tWLzpw5I9yEzI4dO6h+/fpabCMIMngoMaa70B/B7xsOZ0qno3yDflE9EMXH+NddiJ6FxqJHo2sVAhzh60bPxtX8/l0Hjp8LyDloSpH1wQcf0KhRo6hJkyYiJqtChQqFbsSRI0dqsY0ggExfl+zacBiB77qGA4xHdq8nnXcyJ79EloqZm9Kk81C+wXjuwlmb5VYnf2eQPdm9HoLeddooetKdzURhafuD0kv9/d9fkq8b/155SDov12KFSH1qq8NV38eOHesyffTo0f7aJhAk+MfxmaSoJRcjhbtQ30SFy83zW1KyfO5hqKp187gFa92YwV04Y1M6PdWzgd+Onar9Vqf6yDzVK4PbJYig9Ik/c99horcX7ReuPZ7uL7i2nuwMDLFgIVLGp7SCb7/9ljp37kw1a9ak1NRUMW3y5Mk0b948f28f0EG16O41bOIpCOgXLQLUZW5I/vxIp7o+rxMEr3+hzc9NvVU1svzRaQBo9yD99s/7nc6Jl2Yn+bVQrbK2Xvt4Sz6ceS2yPv74YxozZoyIxeIipPZg96ioKCG0gPlie7rVsJ6J12hoVSvL1XUM9A7fyNhlJyO8rP/S9VHew3hsScmU/qb9WahW5fUY3Na1SK4V8PoXN3XqVPrss8/ob3/7G5Uu/ZdPvm3btpSUlOTv7QNBBgHOxkCLjvd8QZahReVw4F86KQqS+jMm5qiisKQVXUJGgfsLy6cbs4SIEfD6CpycnEytWrVymR4WFkYXLqj7WAFjugvZ8nsqH/mFekcVH1OSm2ogLsjAOKLbEXYvfb0hVbNOA8C4BUkDVULEKHi9Z+vWrSvKNRTl559/FhmHwLioYnCqlLPor8PiN9VAVg4H+hfdnsRvcuYaLFn6ReXinbvtmOFKiJg2u5Bb5zz55JOUn58vFOumTZtoxowZNHHiRPr888+12UoQPGC1sOxN1V3/MV8zFkFgH5hsGmV3qUT9yJtQvkHP3KBIili0O0NYJ/0RmK4qFXIky5rXDa9F1iOPPEKXL18WbXRyc3NFYVJuDv2vf/2LhgwZos1WgoAAd6Gxb6psRXAsuVA6JKREN9UNh89Ip8NdaEz8aY9G+QZjwiKnS4NYWvv7aWl3iJKKLHQBcMUnX8Lw4cNF6YaTJ0/S8ePHRZudYcOG0dGjR31ZHdDZjdoR/gx3of7hi+PEO5oJYWX/Yb/Q9zqfL5p8sZyx0fWJlNeOQqT6R+XOm74uRbNrRUlFPQgMY3s31CxeD10AXCnRXo2NjaWqVasKofXUU0+hrY7BWXPwlFNwIt+v3xzYhKL839oKaAAXFHyh33XiuLGTcNLi/TRrs7xiu6836eFdEi1Z68Ys5Vg+X3fYLzWRiop6fp9wR1OcGwbAXRhASUEXgBKILK6Jdd9991GVKlVEEdIpU6bQ1atX6eWXX6bExET67bff6Msvv/R0dUBn8IV33Jwk5xgOG1FnRSo40OcxnPRnJWe7C2D8nN0+3VRVN+lHOtcp+YYCzWERNLxLXU2ahjuK+nUvdacZw28U7/6sGg60Q8usYbiRSyCyxo8fT2vWrKGHHnqIYmJi6Nlnn6VbbrmF1q1bJzILN2/eTPfee6+nqwM6Q9ZC5aqbpx5gjGN4xWbz200VORDG4pHOdTV16bF453OO1wfrpnHQMmtY69IhRsTjkS9cuJCmT59O7777Ls2fP19kFjZs2JBWrFhB3bp103YrQXDKN4So03GB/vBnnIw0CcLPbVmAtrDwub1VnNO0Qa1q+imDLI06vb2Chn62Ubz76pYG5nIXal06xNQi69ixY4V1sNg9WK5cOXrssce03DYQbFAey7I3VRZsRbFqg1ejwpamOduck5H4c0ljsvjvud+d3WrK7y/N8W//O6AdZ/PkvSXP5l3S7GG9joWvGx6LLI6/Cg39q5Ivt9SJiJA3pQXGQ2W5gLvQOPBNbu5255vqXB9vqidz8l2m2RTTgbX61G1NzZJ2htiWinZLRiA6vKx0+r6Mc35Zv+zcsDIe18li9+DDDz8s2ucwXIx0xIgRLkJrzpw5/t9KoDkqX3q5UPl0YJy4Ok7bHz+gsVfr+nTNYen0LSlZliwoaES0CnDOvHBRMb3klhCgPW1qy3+/Mzal0age9UvkTmYBLmNbahYNaG7NrGSPLVkc8M7lGiIjI8Xr/vvvF1mG9s/2FzAmKl96foF8OjBv2n5Gdj4t2n1cOq9tHQgsqwc4x0TIa7rERMgtJEBfsIh6XKPM0/V/OBc5tWNla5bHliwOegfmBZYs86Ttf7o2uUTVnFPP5Eovil0bxMKKZSDSs/KU7U2aVK/g83rR09IcmaefrU12LtlTwtgpfpCbqWip08bCD2fWzasETsCSZQ4GNK9R4hTq8grX8XOKStFAn3CIh4xf/5C3S/IUZJCZA3/HTsnCFZjHu9a1dIkPiCwgQAkHc+CPG2Ae0rBNQVtFM+CZm9OES9hXUAvJHEkRMkqSFKFqy/ZIJ1fXpJWAyAJqLOxHNyr+uAHWruzqMkD5BnPF3pQka3jBrgzpdCvXQjIaWiRFyFotTbyjmaWtWF7FZAFzgxIO5sAflqyT5y4qyzdY/YJpxNibojF6fAvkIsNnfIy7+bzI+hiW8FauhWQ0tIqr49ZKXRtWETGg6ARwDViygNtq4aj4bgK3r5c3QFUaNpdvAMZCWe9MIqR9rb3FDGkfDwFuILSMq+MHsQ71KuN8+BOILKA09U64oynViCyHPWR0QvxTRwflG4zHJkXszbY03wTz2Vx5tfAmNSr5tD4QHLSMq2Nr5/pDp9EB4E/gLgSFsJl38pAWVCokhFrXjhbCq6BAflEFBnL7elnCoUWtSLqzdRzNdmjJwp9RhNR4JEraIzG1Y8Ip/6z364sKD5VPL48aWWawZC1MyijR75x7WI6bc63lEntGJt7RTLgQrQxEFhDgx2Eut69jKrUvTaLfu6clPdihtnARsgULAsuYlC8rv8RHhJUhX/ILVeED8TGI1TP6dYL5dE2yyAb0JfaSLVh2gcXw+/g5u8XDu5VjOeEuBMofBxq+Gg+129f7ixwLq2FdEiGwDIy/Yy3dFTgFxoGvB0NukFuYfO1BKauTdcVmK3EVeaMDSxZw++OITUCshdFAhg8oKrr5oYl/046xltt92E2/om2KaWikqPrvaw/KpCPZLtNK+2BFNxsQWQDFBU16c7WyiR64F92+xFqKtimbXNumhFi8bYpR8WcPSj433v55v8v0F/pdZ/nrEEQWQJsMAEyOP0S3qnzDvSjfQFavlaU6N+LwoIeYLDPibQqtP2orAf2BVGoQiCrhnerFYkcbEH/G153Nk1tGz+b55no0E7BkmTBL8KXZSeKpgi+Jb9/pYwptCdorgOCDbFFglCrhQF8NxH1pFB0dXtar6VYC2YUms1zYBRbD7/y5OIuWu9pKwHggWxQYrUo4CE4Dcdmz9FEPPSDFFTDmdbdWFDa2EhBZJkLmF7d50Fldy+q/IPAglRpoAa4T5oJj9F7q18hl+js/H/CpfA+cH3JwFzURqpYXxfnF8YRqLnAzBFqAGlnmo1mtSJdpvtS2knpDCN4QBiLLRPja8gL1TcwFRDPQewwPMNcDWd6ly9LpuZfQlg0iy2Q+dhnuatiwWXjSYtQ3sUKVb2SLgkBfX4C+ScuUW6zSM71zF85x6HPqSArieiGyzMTJnHyvpqvid5jmcVH+3DRg0NY6ALhDUdUBGLwshzfHlR/UFyUdl85rCwGOEg5mYlNKpnQ6N/lVNfj1V0NhoC/QWgf4my/XJbtMs2chQ8BbtyyHLB6L6dogFn1PEZNlLm5QmPPdPU3wxfH2VnFO0wa1qomLpgngY9uhXmUcS1Bi2FrxhURkcbwJHsisncwgC0/gj5Pual7SzTMFiMkyEVUrlfNquv3iOXe7sz/9x+3HfErhBQCYE1VYwWNd60LEWzyZQfagfkfrOJwXfwKRZbI6WTKmLv9D+TeoqQQA8DULbUCzGth5Fk9m4AfyooHv/BkP6gYTWbfddhslJCRQuXLlqEaNGvTAAw/QsWPHnJZJS0ujW2+9lSIiIig2NpaefvppunTJuUZUUlISdevWjcqXL09xcXH0+uuvu6j51atXU5s2bcR3JSYm0rRp01y2Z/bs2dSkSRMKCwsT73PnziW91smasSlNecKjbyEAoDhQFsS8yPrWBqIItlUwjMjq3r07/fDDD3TgwAEhcA4dOkR33XVX4fwrV67QgAED6MKFC7Ru3TqaOXOmWO65554rXCYnJ4d69epFNWvWpM2bN9PUqVPp3Xffpffff79wmeTkZOrfvz916dKFtm/fTuPHjxdijddlZ8OGDTR48GAh9Hbu3Cne77nnHtq4cSPpsU6W10XhkDEEAHAABW7NiaqI6PRfXePvtMxQNDOGaRD97LPPFv6/du3a9NJLL9GgQYOooKCAQkND6ZdffqG9e/dSenq6EFHMe++9Rw8//DC99dZbVKlSJfruu+8oPz+fvvrqK2GBatq0KR08eFCIrDFjxoiTha1WbDGbPHmyWEfjxo1py5YtQozdeeedYhrPY7E2btw48Znf2frF02fMmEF6M/26Ky7nrm8hMoYAAAwsWeZEll3OfL4mmR7p5Fm8HRqHm0RkOZKZmSkEU8eOHYXAsluXWDTZBRbTp08funjxIm3dulVYwngZdhWywHJchkVSSkoK1a1bVyzTu3dvp+/jZb744otCQcfLOIo++zJ2YSaDt4NfjlY1htfJL38QG16GhrSNo5lbXAvDpZw+T02qV3CZXisyTBiubEWeQOIiyzptm7+20QhYccxWHbcVx+zLuFUFwENL2Qyz73CsC6T3jEc61qYvfk11ms4tvw+dyBHziyMnV9627VzepaCdG1ofa2/WayiR9eKLL9KHH35Iubm5dOONN9KCBQsK5x0/fpyqVavmtHx0dDSVLVtWzLMvU6dOHadl7H/D81hkydbDny9fvkynT58W8WCqZezfI2PixIn02muvuUxnC1x4uP9qUl05zZLJNUh13cbtRGmuKSNnL7LA4uX/su1yjNrKFSso6i8tSkuXLiWrYcUxW3XcVhyzN+PerriuLFixno7GGquvDo61Mwni2d/5HhBCNjq04zc6s6/4/Zl6zvXv+a6ybZNnf2/EY80axBAi69VXX5UKD0c4dqpt27bi/88//zwNGzaMUlNTxd89+OCDQmjZfcIy3zALBsfpRZexB737YxmVb5phaxm7JB0tWfHx8cJqxq5Mf5G1MY3+m+LaJuf6Zk2p/w3xLtN/O5xJtG1LkakhVK/ljdS+boxQ7HyisnvUbjU0O1Ycs1XHbcUx+zTupOP01e+7XCa3at2K+jetTkYAx1p+rDOy8+mVbWucptkohLr36EE1ItXlf+y8vfgAS60iU0Oo9Q3X7iFmPNZ2T5TuRdaoUaNoyJAhbpdxtDxxxiC/GjZsKGKlWKT89ttv1KFDB6pevbpL4HlWVpbY2XarEy9T1Np08uRJ8V7cMmXKlKHKlSu7XaaodcsRdlE6uint8Angz5OgVGm5Xb90qVLS76lfvZK04nu9apWclvf3dhoBK47ZquO24pi9Gffx864uIX6kvCEx1nD7DcfamZ1Hr90Di7Lr6DlKiK3odl9y1vr09anSjLqi9xAzHWtv1hnU7EIWTI0aNXL74jIKMuzWJXucEwut3bt3U0ZGhpMrjoUNl2OwL7NmzRqnsg68DMdx2cUcL1PUxMjLsDXNvmNVy3CMWLDxNtMDfe4AAO4QTeR/drWOv9SvEZJjTEBJsgNRpNYkMVmbNm0Sr86dO4s4q8OHD9PLL79M9erVE4KHYbcb16vicgr//Oc/RXD82LFjafjw4YXuuKFDhwo3I2cccmmG33//nSZMmCDWZT/RRowYIeK+2LXHf8tB7hz07pg1+Mwzz1DXrl1p0qRJNHDgQJo3bx4tW7ZMlI4INjmKWlnZeepAva4Nq9DkIS2oVEgIta4djQsnAKD4JvK10ETeDJQkOxBFak1SJ4sLh86ZM4d69uxJ1113HT366KMik5DLJthdcKVLl6aFCxcKy1enTp1E3Sou8cClF+xERkYKC9SRI0eEZWrkyJFCTDnGSnHw+6JFi2jVqlXUsmVLeuONN2jKlCmF5RsYtlhxHa7p06dT8+bNRUmIWbNmUfv27SnY5F++Ip1+qYDzRVyZtTmNOr29gp6asYOemrGd1hw8pfEWAgCMBGpkmZuSlOdAaQ+TWLKaNWtGK1asKHY5rm/lmHGoWhe7DN3BZR62bdvmdhkuhOpYDFUvJMTIMxVrxZSXugHGzUkqfErl9/FzdgvLFmpkAQAY3EjNTUlENAS4SSxZwHPSMuWppemZrm110LcQAOBpwUpHODmmTqz/Ss+A4AFLlrZAZJmMsFD5U0lYaCnP+haGEC6eAIBCkBxjbkoionEPMYm7EHhOZDl5amlkeQ9TTo1VVxAAEAAGt0sQYQTcbotvvggnMA98LG9vFUezt/3VKWRQq5q+H2PcQ5yAJctk2BRn+J8VLzxqDupVM2kAgCXgm26HepUhsEwGx+bO3e7ciu3H7cfE9OLAPaR4ILIsXPNEaurlArCItQAAAEtQkthcBL4XD0SW2VCYarekZHn29x4UoAMAAGDemKxSHj5sI/O0eCCyTEZUuDz26scdruZfqanXBnchAABYLbHBub0zeVQzEZas4oHIMhlt66gbcm4tYs1CajYAAABOanAMKWGRxTUTi4vLgiWreCCyTPhUMrBFTem8s3nOTV6Rmg0AAMDXuKyko9ku01BDzRmUcDAhbepE0bydxzzKMERqNgAAWBu7V8NRaBUnllSNw1/oex0yUB2AJcuExESEKaaXlU5HajYAAFgXu1fDHgDP7xPuaOpWLKFxuGdAZJmQknRVBwAAYE3s3g6Z16MoCHr3DIgsE4JgRAAAAJ7Crr9xc5IKs809CXzHfcYzILJMCLIGAQAAaBn4DkuWZ0BkmRBkDQIAAPAUXwQTLFmegexCk4KsQQAAAJ7gi2Cyt2VzNIChLZsrEFkmt2j53EkdAACAJfCb6w9t2VyAuxAAAACwML5YstCWzTMgsgAAAAAL44sly+4udIRb83jSWNpKQGQBAAAAFsZvQewe1NeyGhBZAAAAgIXxpeyP1F1IVGy/Q6sBkQUAAABYGF/K/qAeo2cgu9DicEVffiLhHwwyEQEAwNplf7amZIkswTa1oz0SZlwZnguXeiLMrAhEloWZtTlNtFLgSr9sKuYfDP/QAAAAWI81B095dU9gUTZ5SAsqFRJCrWtHQ2BJgLvQ4r2q7K0U+L24XlUAAADMibf3BH5I7/T2Cnpqxg56asZ2IdCAKxBZFsWXXlUAAADMiTf3BDykew5ElkVB0CIAAAC3da9IXvcKD+meA5FlUdBEGgAAgC9tclCI1HMQ+G5h0EQaAABAcW1yPMoYRCFSKRBZFgdNpAEAANhDSBzjslQFSd0VIkUJB2fgLgQAAAAsDouj21vFOU0b1KqmVDR5E79ldSCyAAAAAIvDGYNzth11msafPS7ro4jfsjoQWQAAAIDF2ZKSKXUBigrwXsRvAWcgsgAAAACLE/Jn30LX6a7TUALIcyCyAAAAAIvDvQpd4qxCSLTLKQpKAHkOsgsBAAAAi8PC6e07m7n0LlRlC6IEkGdAZAEAAACgUDiJOKyQa9Ytd6AEUPFAZAEAAABAwI2ei1qzWHwB30BMFgAAAADQ+FkDILIAAAAAgMbPGgCRBQAAAACUZtAAiCwAAAAAeNVaB3gGRBYAAAAAREzW3O3OrXV+3H7M89Y6wAWILAAAAAAgJksDILIAAAAAgJgsDYDIAgAAAIBXMVnsQlx/6DRcicWAYqQAAAAAUMZkje1znZPQmrU5DQVLPQSWLAAAAAB4FJPFQsxeEZ7h9/FzdsOipQAiCwAAAAAexWR5IsTAX0BkAQAAAEC4BLlXoV1o8fuEO5o6uQo9EWLgLyCyAAAAAFCIzeb8LhNiLKwYfi8qxMBfIPAdAAAAAIXxVnZtxe8cb9W1YRUnETW4XYKYxi5CtmBBYKmBJQsAAAAAXsdb2QrlGFABSxYAAAAACuOtHIWWLN4KJRw8B5YsAAAAAHhUjBQlHLwDIgsAAAAA0mKkc7cddaqBhRIO3gGRBQAAAACpgLpKRNPXpRR+RgkH74DIAgAAAIAQUEVKYAk+X3e40JqFEg7egcB3AAAAAAgBNbxLXfp0bbLT3mDrFmcY2mOzuIRDo+oVaXNKFrWrE00t4qOx9xRAZAEAAABA8EjnuvTZ2mSn4gxcd9QxwxDZhZ4DdyEAAAAA1DgoLmQXegdEFgAAAAAKg9+Llhjlz/aCpMgu9A6ILAAAAAB4lD2I7ELvgMgCAAAAgEfZg8gu9A4EvgMAAACgkOKyB9Eg2nMgsgAAAADgVfYgW7Qc2+0AOXAXAgAAAECA7EH/ApEFAAAAAAGyB/0LRBYAAAAABMge9C8QWQAAAAAQcJzV7a3inPbGoFY1EX/lIxBZAAAAACiMyZq7/ajT3vhx+7HCBtHA5CLr4sWL1LJlSwoJCaEdO3Y4zUtLS6Nbb72VIiIiKDY2lp5++mm6dOmS0zJJSUnUrVs3Kl++PMXFxdHrr79ONptzfdvVq1dTmzZtqFy5cpSYmEjTpk1z2Y7Zs2dTkyZNKCwsTLzPnTtXoxEDAAAAgQExWRYXWS+88ALVrFnTZfqVK1dowIABdOHCBVq3bh3NnDlTCKHnnnuucJmcnBzq1auX+PvNmzfT1KlT6d1336X333+/cJnk5GTq378/denShbZv307jx48XYo3XZWfDhg00ePBgeuCBB2jnzp3i/Z577qGNGzcGYA8AAAAA2oCYLAvXyfr555/pl19+EYKH/+8IT9+7dy+lp6cXirD33nuPHn74YXrrrbeoUqVK9N1331F+fj599dVXwgLVtGlTOnjwoBBZY8aMEdYxtlolJCTQ5MmTxToaN25MW7ZsEWLszjvvFNN4Hou1cePGic/8ztYvnj5jxoyA7xcAAADAnzFZs7f95TJETJYFRNaJEydo+PDh9OOPP1J4+LUeSo6wdYlFk6OVq0+fPsK9uHXrVurevbtYhl2FLLAcl2GRlJKSQnXr1hXL9O7d22ndvMwXX3xBBQUFFBoaKpZ59tlnXZaxCzMZvB38crSqMbxOfukV+7bpeRv9jRXHbNVxW3HMVh23Fcfsy7gzsvNdYrL48zM96lGNyHJkBAo0PtberNcQIotjptgiNWLECGrbtq0QREU5fvw4VatWzWladHQ0lS1bVsyzL1OnTh2nZex/w/NYZMnWw58vX75Mp0+fpho1aiiXsX+PjIkTJ9Jrr73mMp0tcDLRqDeWLl1KVsOKY7bquK04ZquO24pj9mbcv2eH0FVbaadpXPn9h0UrqUGkc/yyVY91bm6uMUTWq6++KhUejnDs1Pr164Xlx+6eU8HuPplAc5xedBl70Ls/lpF9vx3ednZJ2uHxxMfHC6sZuzL1Cit2PlHZPcpWPCtgxTFbddxWHLNVx23FMfsybrZkfbRvjRBWdri1zj39uxvKkrVUw2Nt90TpXmSNGjWKhgwZ4nYZtjy9+eab9Ntvvzm5+Ri2at1333309ddfU/Xq1V0Cz7OyssTOtludeJmi1qaTJ0+K9+KWKVOmDFWuXNntMkWtW47wthfdfoZPACP84I2ynf7EimO26ritOGarjtuKY/Zm3AmxoS4xWfw5IbYiGY1QjY61N+sMqsjiMgv8Ko4pU6YIoWXn2LFjIgZq1qxZ1L59ezGtQ4cOIsA9IyNDuPTsrjgWNlyOwb4MZwtyWQd2I9qX4TguuxuRl/npp5+cvp+XYUFn37G8DKtkx7gsXqZjx45+2CsAAACAvupkje1zHQqSmrWEA2f7cVC7/dWwYUMxvV69elSrVi3xf3a7cb0qLqfApReWL19OY8eOFcHydnfc0KFDheji+K7du3eL2lYTJkwozCxkOO4rNTVVTNu3bx99+eWXIuid12XnmWeeEaJq0qRJtH//fvG+bNkyGj16dFD2DwAAAOAPUCfLgiLLE0qXLk0LFy4UBUQ7deok6lYNGjRIlF6wExkZKSxQR44cEZapkSNHCjHlGCvFwe+LFi2iVatWiaKnb7zxhrCk2cs3MGyx4jpc06dPp+bNm4uSEI5WNQAAAMCIoE6WfzFEdmFR2LVXtEq73eK1YMECt3/brFkzWrNmjdtluMzDtm3b3C5z1113iRcAAABgpjpZE+9oRuPn7KYrNpuwxLzQF65CsrolCwAAAAAlZ3C7BHqh33XEUTRXiWjS4v00a3Madq0PQGQBAAAAwCn4fdLP+8nuMOJyDmzZQpNo74HIAgAAAEAhCH73HxBZAAAAACgEwe/+AyILAAAAAC7B76X/LG3E7xPuaIo6WVbJLgQAAACAtsHvXRtWoZTTuVQnNhwCy0cgsgAAAAAgtWjxC/gO3IUAAAAAABoAkQUAAAAAoAEQWQAAAAAAGgCRBQAAAACgARBZAAAAAAAaAJEFAAAAAKABEFkAAAAAABoAkQUAAAAAoAEQWQAAAAAAGgCRBQAAAACgARBZAAAAAAAagN6FQcJms4n3nJwc0jMFBQWUm5srtjM0NJSsgBXHbNVxW3HMVh23Fcds1XEXaDxm+33bfh93B0RWkDh37px4j4+PD9YmAAAAAKAE9/HIyEi3y4TYPJFiwO9cvXqVjh07RhUrVqSQkBDd7mFW7CwE09PTqVKlSmQFrDhmq47bimO26ritOGarjjtH4zGzbGKBVbNmTSpVyn3UFSxZQYIPTK1atcgo8IlqlR+olcds1XFbccxWHbcVx2zVcVfScMzFWbDsIPAdAAAAAEADILIAAAAAADQAIgu4JSwsjF555RXxbhWsOGarjtuKY7bquK04ZquOO0xHY0bgOwAAAACABsCSBQAAAACgARBZAAAAAAAaAJEFAAAAAKABEFkAAAAAABoAkWVyJk6cSO3atROV5atWrUqDBg2iAwcOuFSvffXVV0X12vLly9NNN91Ee/bscVrm4sWL9NRTT1FsbCxFRETQbbfdRkeOHCmcv2rVKlG5XvbavHkzmXHMzMGDB2ngwIFiGS5616lTJ1q5ciUFg0COe9u2bdSrVy+KioqiypUr0+OPP07nz58no475008/FdP5GPI5e/bsWZfvysrKogceeEAUIeQX/1+2nNnG/dZbb1HHjh0pPDxcHO9gEagxp6Sk0LBhw6hu3bpiHfXq1ROZapcuXSKzH2v+rSckJFC5cuWoRo0a4hznziRmHrPjda9ly5ZiuR07dpC/gMgyOatXr6Ynn3ySfvvtN1q6dCldvnyZevfuTRcuXChc5p133qH333+fPvzwQyGIqlevLm6g9v6KzOjRo2nu3Lk0c+ZMWrdunbih3nLLLXTlyhUxny/CGRkZTq/HHnuM6tSpQ23btjXlmJkBAwaI9a9YsYK2bt0qfqS8zPHjxwM65kCOmy+6N998M9WvX582btxIixcvFhe3hx9+2LBj5mayffv2pfHjxyu/a+jQoeLiy+PlF/+fb0LBIJDjZnFx99130xNPPEHBJFBj3r9/v2h79sknn4jz+oMPPqBp06a53UdmOdbdu3enH374QQia2bNn06FDh+iuu+4iM4/ZzgsvvCAEm9/h3oXAOpw8eZJ7VdpWr14tPl+9etVWvXp129tvv124TH5+vi0yMtI2bdo08fns2bO20NBQ28yZMwuXOXr0qK1UqVK2xYsXS7/n0qVLtqpVq9pef/11m1nHfOrUKbHeNWvWFC6Tk5Mjpi1btsxm1nF/8skn4theuXKlcJnt27eL7/r9999tRhuzIytXrhR/n5WV5TR97969Yvpvv/1WOG3Dhg1i2v79+23BRqtxOzJ9+nTx93ohEGO2884779jq1q1rs9q4582bZwsJCRHXczOPedGiRbZGjRrZ9uzZI5bj65m/gCXLYmRnZ4v3mJgY8Z6cnCysLvyUYIcLuHXr1o3Wr18vPrOFpqCgwGkZVvxNmzYtXKYo8+fPp9OnTwfFuhGoMbObrHHjxvTNN9+IJyx+2uKn32rVqlGbNm3IrONms3rZsmWdGqOyuZ5hy5fRxuwJGzZsEC7C9u3bF0678cYbxTRv1mO0ceuZQI6Zv8v+PVYZd2ZmJn333XfCSxEaGkpmHfOJEydo+PDh9O233wqXuL+ByLIQ7MMeM2YMde7cWdw0Gbtbi4WBI/zZPo/f+aYaHR2tXKYoX3zxBfXp00d0QjfrmNl3z6bs7du3i9gBjmNg1wK7koIZu6L1uHv06CH+/89//lO4kjhWyW6OZzex0cbsCbwsx4YUhacFwzUcqHHrlUCOmV1mU6dOpREjRpAVxv3iiy+KWEx+iExLS6N58+aRWcdss9mEIYCPrVZhLRBZFmLUqFG0a9cumjFjhss8FgxFT76i04qiWoaDpJcsWSKCR808Zv7/yJEjxY127dq1tGnTJhEEz/FLwRQbWo/7+uuvp6+//pree+898eTHsRCJiYniAle6dGkyy5iLW4ev6zHauPVIoMbM8Ycc08MxaRxjaoVxP//88+LB8ZdffhG/5wcffFCsy4xjnjp1KuXk5NC4ceNIKyCyLAJni7ELjzPfatWqVTidb5BMUfV/8uTJwqcEXsZusVAt48j06dPFUxBnqph5zBzsvmDBAhEgzlmFrVu3po8++ki4zliEmPlYcxA4r+fo0aN05swZkeVz6tQpkZFltDF7Aq+H3QpF4TF7sx6jjVuPBGrMLLA4ELxDhw4iS80q4+as4oYNG4ogcr62LVq0SASgm3HMK1asEGNjV2OZMmVEMg/DVq2HHnrIL2OAyDI5rOz5SWDOnDnihCp6E+TPfMKy28sO32Q5u4N98QzHF7FP3nEZttTs3r27cBnH72ORxU8/wfLjB2rMnLnCOMYm2T9zdpLZjzXDF7QKFSrQrFmzhLuUL8xGG7Mn8I2W40LYWmmHMyt5mjfrMdq49UQgx8wPD5z6zw9OfD0r+hu3yrG2W7A4DtOMY54yZQrt3LlTZArziwUlw9czLl3ir8EAE/PEE0+IjItVq1bZMjIyCl+5ubmFy3CGBi8zZ84cW1JSku3ee++11ahRQ2TK2RkxYoStVq1aImtu27Ztth49ethatGhhu3z5stP38Xw+rTgby+xj5uzCypUr2+644w7bjh07bAcOHLCNHTtWZOfxZ7OOm5k6dapt69atYswffvihrXz58rZ//etfhh0z/w1nFH322WeFGaP8+cyZM4XL9O3b19a8eXORVcivZs2a2W655RZbMAjkuFNTU8W01157zVahQgXxf36dO3fOlGPmbNr69euL8/7IkSNO3xUMAjXujRs3it81T0tJSbGtWLHC1rlzZ1u9evVE5p4Zx1yU5ORkv2cXQmSZHD5hZC9Ox7bD6bCvvPKKSIkNCwuzde3aVZy0juTl5dlGjRpli4mJETdUvrmkpaW5fB+f6B07drRZZcybN2+29e7dWyxTsWJF24033ijSgc0+7gceeEDML1u2rBAe33zzjc3IY+b5xa2HL8z33XefOM784v97kgZv9HE/9NBD0mU4Ld6MY+Z31XcFg0CNe9euXbbu3buL3zWvo06dOuKBi4WmWcccCJEVwv/4xyYGAAAAAADsICYLAAAAAEADILIAAAAAADQAIgsAAAAAQAMgsgAAAAAANAAiCwAAAABAAyCyAAAAAAA0ACILAAAAAEADILIAAKaFeyq2bNky4N+7atUq0aiWX4MGDSK97Av7Nk2ePDnYmwOAJYDIAgAYErtgUL0efvhhGjt2LC1fvjxo23jgwAH66quvSA/wvuA+lI6NdgEA2lJG4/UDAIAmsGCwww1dX375ZSFq7JQvX140r+ZXsKhatSpFRUVRMLly5YoQnfZ9Ubp06aBuDwBWApYsAIAhqV69euErMjJSCImi04q6C9m6xe67CRMmULVq1YQAeu211+jy5cv0/PPPU0xMjLD0fPnll07fdfToURo8eDBFR0dT5cqVaeDAgZSSkuLV9n7zzTfiby9evOg0/c4776QHH3yw8PNPP/1Ebdq0oXLlylFiYmLh9tl5//33qVmzZhQREUHx8fE0cuRIOn/+fOF8tpzxuBYsWEBNmjShsLAwSk1N9WpbAQD+ASILAGApVqxYQceOHaM1a9YIwcJC7JZbbhECauPGjTRixAjxSk9PF8vn5uZS9+7dhRWI/2bdunXi/3379qVLly55/L133323sCrNnz+/cNrp06eFGHrkkUfE5yVLltD9999PTz/9NO3du5c++eQTIZreeuutwr8pVaoUTZkyhXbv3k1ff/21GM8LL7zg9F28zRMnTqTPP/+c9uzZIyxqAIAg4LdW0wAAECSmT59ui4yMdJn+yiuv2Fq0aFH4+aGHHrLVrl3bduXKlcJp1113na1Lly6Fny9fvmyLiIiwzZgxQ3z+4osvxDJXr14tXObixYu28uXL25YsWSLdnpUrV9r48pqVleU0/YknnrD169ev8PPkyZNtiYmJhevm7ZgwYYLT33z77be2GjVqKMf+ww8/2CpXruy0L/i7d+zYIV2ex//BBx8o1wcA8B+IyQIAWIrrr79eWIPssNuwadOmhZ85ZondeidPnhSft27dSn/88QdVrFjRaT35+fl06NAhr757+PDh1K5dO+F+jIuLo+nTpwsXJrs67d+1efNmJ8sVW7/4u9g6FR4eTitXrhTuTrZ05eTkCFciz79w4YJwITJly5al5s2b+7iHAAD+AiILAGApQkNDnT6zwJFNu3r1qvg/v3OM1HfffeeyripVqnj13a1ataIWLVqI+Kw+ffpQUlKSiMGyw9/FMVh33HGHy99yjBbHVvXv31+4M9944w0RQ8buy2HDhlFBQYFT0L9duAEAggdEFgAAuKF169Yie5HjmipVqlTiffXYY4/RBx98IKxZN998swhed/wuzpCsX7++9G+3bNkiLFfvvfdeoTXuhx9+wPEDQKcg8B0AANxw3333UWxsrMgoXLt2LSUnJ9Pq1avpmWeeoSNHjvi0PhZYn332GT366KNO87gMBVu5OBifA9b37dsnBN7f//53Mb9evXpCZE2dOpUOHz5M3377LU2bNg3HDwCdApEFAABu4DgozipMSEgQbrzGjRsLcZSXl+eTZYv/hss2cIZi0Wrw7ELkbMOlS5eK2K0bb7xRZEDWrl1bzOdyFPx50qRJIo6MXZicRQgA0CchHP0e7I0AAAAzwW11uOxDVlaWtBhpr169hFjjUgyBpk6dOjR69GjxAgBoCyxZAACgEVzY9N577y38nJmZSTNnzhS1rZ588smA7nfOSGTrWVpaWkC/FwArA0sWAAD4GXYlctwVw8KGK9DbrUhs3frHP/4hegkGEhZ4/LJnRXJFfACAtkBkAQAAAABoANyFAAAAAAAaAJEFAAAAAKABEFkAAAAAABoAkQUAAAAAoAEQWQAAAAAAGgCRBQAAAACgARBZAAAAAAAaAJEFAAAAAKABEFkAAAAAAOR//h9sTE8fTtRENQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bodies_rotation = create_bodies(use_itrf_rotation_model=True)\n", "simulated_observations_rotation = create_observations(observation_model_settings, bodies_rotation)\n", "residuals_rotation = simulated_observations_rotation.concatenated_observations - observation_vals\n", "\n", "plt.figure()\n", "plt.plot(observation_times_year, residuals_rotation, \".\")\n", "plt.title(\"Simulation with ITRF rotation model\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Residuals [m]\")\n", "plt.grid(True)\n", "plt.axhline(0, color=\"k\", zorder=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Adding light time corrections\n", "\n", "After adjusting the rotation model, it is clear that the simulation systematically underestimates the range. This seems to behave asymptotically as the distance between Mars and Earth increases, but notice that there are no measurements in the most extreme regions. At those times, the Sun is in the way, preventing useful observations. This also indicates that the presence of the Sun influences the travel time of the light. \n", "\n", "To account for the **relativistic effects due to the Sun**, we can add a *light time correction* to the settings of the observation model. \n", "Doing this and once more plotting the residuals shows that **the error signal related to the Earth-Mars synodic period is removed**, leaving a residual that oscillates annually in the order **a few hundreds of meters**. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:33.960448Z", "iopub.status.busy": "2025-09-16T07:37:33.960242Z", "iopub.status.idle": "2025-09-16T07:37:36.101831Z", "shell.execute_reply": "2025-09-16T07:37:36.101465Z" }, "jupyter": { "is_executing": true } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create light time corrections\n", "light_time_correction_list =[\n", " observable_models_setup.light_time_corrections.first_order_relativistic_light_time_correction([\"Sun\"])\n", "]\n", "\n", "observation_model_settings_lighttime = [\n", " observable_models_setup.model_settings.n_way_range(distinct_linkdefs[linkdef_id], light_time_correction_list) for linkdef_id in linkdef_ids\n", "]\n", "\n", "simulated_observations_lighttime = create_observations(observation_model_settings_lighttime, bodies_rotation)\n", "residuals_lighttime = simulated_observations_lighttime.concatenated_observations - observation_vals\n", "\n", "# Plot the new residuals\n", "plt.figure()\n", "plt.plot(observation_times_year, residuals_lighttime, \".\")\n", "plt.title(\"Simulation with light time corrections\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Residuals [m]\")\n", "plt.grid(True)\n", "plt.axhline(0, color=\"k\", zorder=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary Plot\n", "\n", "The following plot just summarises the observation simulation efforts of this example. You could go on to reduce the residuals to several meters (see [Kuchynka et al., 2012](https://ipnpr.jpl.nasa.gov/progress_report/42-190/190C.pdf) for details). This indicates **some small, but important imperfections in our algorithms**, for instance simplifications used in the time conversions between the time stamps in the files, and the times used in our simulations. The residuals indicate (among others) **a periodic trend at the Earth's orbital period around the Sun**." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:36.103739Z", "iopub.status.busy": "2025-09-16T07:37:36.103581Z", "iopub.status.idle": "2025-09-16T07:37:36.737585Z", "shell.execute_reply": "2025-09-16T07:37:36.737181Z" } }, "outputs": [ { "data": { "image/png": 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VcfLkSSWt8dRTTymJFwbQCSGEEEIIIV6CQXRCCCGEEJJyoMsOXfTi4mI5ceKE0qWeNGmSykQnhBBCCCGEEC9BORdCCCGEEEIIIYQQQgghxAbntvWEEEIIIYQQQgghhBBCSIBhEJ0QQgghhBBCCCGEEEIIsYFBdEIIIYQQQgghhBBCCCHEBjYWTROnT5+W3bt3S506dSQrKytdh0EIIYQQQgghhBBCCCGBJBQKybfffivNmjWTKlXs880ZRE8TCKC3bNkyXb+eEEIIIYQQQgghhBBCiIjs2LFDWrRoYXsuGERPE8hAN76gunXrpuswSII4efKkvPXWW3LllVdKtWrVeF6JZ6GtEj9BeyV+gvZK/AJtlfgJ2ivxE7RX4idor2c4fPiwSnQ2YrV2MIieJgwJFwTQGUTPjMGnVq1a6rtkEJ14Gdoq8RO0V+InaK/EL9BWiZ+gvRI/QXslfoL2Gk0suW02FiWEEEIIIYQQQgghhBBCbGAQnRBCCCGEEEIIIYQQQgixgUF0QgghhBBCCCGEEEIIIcQGBtEJIYQQQgghhBBCCCGEEBsYRCeEEEIIIYQQQgghhBBCbGAQnRBCCCGEEEIIIYQQQgixgUF0QgghhBBCCCGEEEIIIcQGBtEJIYQQQgghhBBCCCGEEBsYRCckSew5dEwKCvepR0IIIYQQQgghhBBCiD85K90HQEgm8tLH22XKovVyOiRSJUtk2rVd5foLW6X7sAghhBBCCCGEEEIIIXHCTHRCEgwyz40AOsDjA4s2MCOdEEIIIYQQQgghhBAfwiA6IQlkz6Hj8vq63eEAusGpUEiK9x3luSaEEEIIIYQQQgghxGdQzoWQBPHBV1nyyyeWRwXQQdWsLGnTqBbPNSGEEEIIIYQQQgghPoNBdEISlIH+0pdVRBM/VwH0R689X5rWq8lzTQghhBBCCCGEEEKIz2AQnZAEsG3/UQlJVtT2B4d3kmHdmjKATgghhBBCCCGEEEKIT6EmOiEJoHXDWpJlyUNHBjoD6IQQQgghhBBCSLAq1QsK98meQ8fSfSiEkATCTHRCEkDTejXk+ran5R9FVZUmOiVcCCGEEEIIIYSQ4PZKq5IlMu3arnL9ha3SfViEkATAIDohCaLvuSGZcO1A2XWoVDURpQY6IYQQQgghhBASzF5pCKQ/sGiDDDzvHMYHCMkAGEQnJMEZ6a0a1eE5JYQQQgghhBBCAt4r7VQoJMX7jjKITkgGQE10QgghhBBCCCGEEEIqQc3sqiKWXmmgVjZDb4RkAoG7kqdNmyYXXnih1KlTRxo3biyjRo2SLVu2ROwTCoVk6tSp0qxZM6lZs6YMGjRIPvvss4h9Tpw4IRMnTpRGjRpJ7dq1ZcSIEbJz584U/zWEEEIIIYQQQgghJN0cKz0lYslEB0dLT6fleAghiSVwQfT33ntP7rjjDvnwww/lX//6l3z//fdy5ZVXypEjR8L7PPbYY/Lkk0/K008/LR9//LE0adJErrjiCvn222/D+9x9993y8ssvy4svvij5+fny3XffydVXXy2nTmHQJIQQQgghhBBCCCFBoXXDWpJlyUSvmpWleqbtOXRMCgr3qUdCiD8JnCb6G2+8EfF83rx5KiN91apVMnDgQJWF/oc//EH+8z//U6699lq1zwsvvCDnnnuuzJ8/X26//XY5dOiQPPfcc/LXv/5VfvCDH6h9/va3v0nLli3l3//+t1x11VVp+dsIIYQQQgghhBBCSHp6pF3f9rT8o6iqaiqKAPqj154vyz//RqYsWq+2VckSmXZtV7n+wlb8igjxGYELoltBQBw0aNBAPRYVFcnevXtVdrpB9erV5dJLL5WCggIVREfA/eTJkxH7QPrl/PPPV/voguiQf8GPweHDh9UjPgc/xN8Y3yG/S+J1aKvET9BeiZ+gvRK/QFslfoL2Svxmr33PDcltI/rK7sMnpVWDWmr7oCeWqwA6wCMC6n1zc1TQnZB02qv5McicdHkOAh1ER9b5r371KxkwYIAKgAME0AEyz83g+bZt28L7ZGdnS05OTtQ+xvt1WuwPPfRQ1Pa33npLatUqG1iJ/4FEECF+gLZK/ATtlfgJ2ivxC7RV4idor8RPrF+5Qj3uF5Gth7LkdAgNR8+AQPo/lrwjHepFNyElJNVwfBU5evSoq3MV6CD6nXfeKevWrVOa5laysrKiAu7WbVac9pkyZYoK2Jsz0SH/gmz2unXrVvhvIN5ZtcLAA+38atWqpftwCLGFtkr8BO2V+AnaK/ELtFXiJ2ivxO/2uufQcZm96UwmOoCky3XDBjMTnaQVjq8SpRYSi8AG0SdOnCivvfaaLF++XFq0aBHejiaiABnlTZs2DW//+uuvw9np2Ke0tFRKSkoistGxT79+/bS/D5Iw+LGCgZVB18yB3yfxC7RV4idor8RP0F6JX6CtEj9BeyV+tddWjaopDfQHFm2QU6FQWCe9VaM66T5MQhQcX8V1XLZK0GwG2eLIQF+0aJEsW7ZMcnNzI17HcwTJzeUMCJi/99574QB579691Qk277Nnzx7ZsGGDbRCdEEIIIYQQQgghhGQ+ew4dk4LCfeoRTUTzJw+WBeP7qEc2FSXEnwQuE/2OO+6Q+fPny6uvvip16tQJa5jXq1dPatasqeRY7r77bnn00UelQ4cO6gf/h275mDFjwvuOGzdO7rnnHmnYsKFqSnrvvfdK165d5Qc/+EGa/0JCCCGEEEIIIYQQkg7+d9VO+a9XNyoJF0i3IBMdgfOm9WryCyHExwQuiP6nP/1JPQ4aNChi+7x58+Tmm29W/7///vvl2LFjMmHCBCXZcvHFF6sGoAi6G/z+97+Xs846S6677jq17+WXXy7PP/+8VK0a2TCCEEIIIYQQQgghhGQ+B0+IPFQeQAd4hJTLwPPO0QbRkaletO+I5DaqzSA7IR7nrCDKucQC2ehTp05VP3bUqFFDZs6cqX4IIYQQQgghhBBCSLD55nhWRBNRAC304n1Ho4LkL328XSYvXC/YPUtEpo8uy1gnhHiTwGmiE0IIIYQQQgghhBCSaM6pEVISLmbQTLRNo1pRGehGAB3gEc+xnRDiTRhEJ4QQQgghhBBCCCGkEuw5dFxlot97ZQcVOAd4fPTa86Oy0D8pPhAOoBvg+ariEn4HhHiUwMm5EEIIIYQQQgghhBCSKCDNMmXRejkdqipVNm2VSUPypFuL+ioDXaeFDhlhHTabCSEegJnohBBCCCGEEEIIIYRUAEiwlAXQy57j8bE3ttgG0EHv1jlKB90Mnp8OhSjpQohHYRCdEEIIIYQQQgghhJAKBNBfX7fbtpmoHQiuo5GooZ9uBNQnLlgr/acvU5nthFTWNgsK93FRJoFQzoUQQgghhBBCCCGEEJfByaJ9R2T9rkMyY+nmqAC6XTNRK9df2EoGnneOrN5WInfOXxPWSMfnPbBog3rNLpOdEHfyQqIWaqZd21XZG6kcDKIT4vIGmduotrqBfbqjRD4qPiAXtWkg3Vvm8PwRQgghhBBP+q2EEEKSF5y0A0FLXTNRHdgnp/aRqCajRiY7x3IS7/0fWOWFuCiTGBhEJySO1bseLevL6u0Hw6+P7tVcnriuB88hIYQQQghJK8w6I4SQ1Gqf67iq+Sn5zxsHS6tGdVx/LgKfiDeYP9dNJjshsMk/5xfJc/lF4bjV9Re2tJUXwqKMEXBvUa86T2CcUBOdkDiag5gD6GDh6l0qM50QQgghhBAv+a3IOsN2QgghiQGBR6cAOnhrVxXJ/2JfXFrVCGxCbgOBc4BHt5nsJNiL5/2mLZM5K8oC6ACPCz7aoQ3+YlEG74Hm/pg5K2XQE8vlg6+s7W2JE8xEJ6QSN0jwSXGJdG5yNs8jIYQQQghJC/PKM9DMUAqAEEISBwLe+787EZUxbiUkWfJfr26UwZ2aaIPgdlVDhj46soUR7GQAncSyR9iRi5BVuV2KvLZ2t8x444yGPx5f+rKKTDh0XFo1qsYT7gJmohPiUFLlZk3ugjaxddHZFZkQQgghhCQD+JnIQrOC4AylAAghpPIY2bsTF6yVUEikPGFcZYyPuahl1P4ITiIYHm/VEALnfds1ZACdJCzp0wC76prgYtFn+4FoWyV6mIlOiA24gY2/JFee1UxKzJroaC568uRJ24ZO1KckhBBCCCGJxvA5kRmpm0ffOqAtAzGEEJKAsdYc+MZDlZDI02N6Sq/WZQl1L368IyI4abeIqQt8smqIVCbpM444upyWsgUgLAQZZElIWjWg9r5bGEQnxIGxA3JlrqU8FgPVxMvaS/eW9aRm9lnqptqoVtml9L+rdqrSLaM0a9KQvKhyGXZFJoQQQgghlcGapGGdSKPceOyANjzJhBBSSXSBbwQjG9SuHl6ohCQL5vkIiCMo+fDILtpFzNrZVaOCmGwgSirC8s+/idqGqojWjWrLY0u3KFu0At/ghotayosrdygbhv9wXe5paVqvBr8El1DOhRAHdA0+po/uKs1zasr4v6xSzRhQ1oXg+cETEg6gAzzqymWMlWZCCCGEEELiRScHgCh6lmmCN210V2ahE0JIAkDgW0et7DPhNOiZ508eLH+75QKZ2uuU/Kh3C+3i5zWzC6IC6GwgShKlh46KiPo1q8n9QzpGSRMbi+3zV+5QjwPaN5TfDM+TOtVC8uf3i+XTHSX8IlzATHRCYmA0+Fi9rUT2HzkhpadOy29e/Sxi4oLg+c/aZ2lXqKMyg6hPSQghhBBCEpgVqTR6jSdumvoQQghxxZHSU9rtR0sx249MwEOF+v5NsRc/AULwiyb0VfKwhCRCDx3bVHA9FBmDUm6BqQICD/lf7Fc/IlVFtnwuIp8rueInruvBL8MBZqIT4rJU5s75a+TXr26UB185E0A3wPOib8sC5FasYxv2nZdfFG4eQgghhBBCSDw6qE4+p7VRHSGEkMSOuXhuzkSPxSfFB7QJd9ZAPCFubdJuvRx2Zo1B4blG3aWcM5+0cPUuZqTHgEF0QmKACcjkhdGlMlbe21tVDVhGp24n0KwUMjAo6SKEEEIIIaSicoO6CR3lAwkhJDljLsC8H9Isbubz2Of/vbg2aju10ElFYlMFhfvU/2+8qKV2H5ipNSRVJY4itU+KKeviBOVcCHFRKhNPx2PsfHneOfL25uhGD2bYZJQQQgghhFRGbhB9dpANiWCOOcuRwRnit8AQ5lzIrtQ1YyTEC2NuXpM6MmpWQVTVD8ZiO7vVybgYQU1qoZOKNhR3Cogj43xgh0aSv3WfqnYwdPcPHjsp05Zsjvl7LmhDeSEnmIlOSCVKZXTg/rgsRgDdgFlChBBCCCGkIiBo07ddQ6Wna86SZKM64rfAECp0x8xZyUpd4nlt9FCc83k77eqZY3qq4Duyiim9RWJhXYxR8iwO+y/fuk+9ftslbVXDW9ha1+b15I5B7Rx/z9Dzm1CjPwbMRCfERVbE5GF5Mn3JZtcZ6W73Y5YQIYQQQghJZGZ6m0a1mM1LfJFp/umOkgjZTNUUb+F6lfHLZovEq9ro8VT92L1nZ8kxmbhgjdqO17EQinGckHgWY5zA7s/lF0m1s7Jk9juF6jmW2u8Y3E5KjpyUBR9vL9dJN14RefOzvWphk7ZoD4PohNg4ejPf3irzP9qhnuPGNnlonjSvX1NpTO08eExmLNmsymPcYO2GbHD/kI6c5BBCCCGEkEqD4CSlMIiXJQgwp5o0NE9lRK7fdUimL41OUsL8atTsApnOoCLxqDY6JFyQge626mfcgFwVzMQ1gPfcP7SjzFi6ORwUpcwriYVuMcYNsNNZ7xSGn+PteD5lWJ4UTL5MPvpyn9z90qdxSRQFHQbRCdE4etZGohhMcKN7+Y5+4ayIPrkNIjTRdFpJhgbVuAFtVDNRK91a1Of5J4QQQgghhGQcKtN80fpwIhHmVG40eUOmQE6jWgxZEH9W/Vg1rG8bmCtj++dqs4oNWRgGLombBRxDbjjOmHoYxLZGdG8mDWply5lPoy26gZrohFgy0K0BdGtWhNGBG8H0Wy/J1V9YWaIC7gvG91EaVGMH5KptZijlQgghhBBCCMlEMGdSCUcVjPIgULR43R7Zc+h4og+NkIT0o3AKeMNurRrWc8uT6o6Vfh+1P2MDxM0CDmJLT9/YU347sktUzArhplE9moWDvE59/WCXWLRp3bCWZFk+ibboDIPohJQHz9HUY9W2EsfVPCMrwmj+ccuAXO3ghDJFBNmNm6uxcsiGT4QQQgghhJAgNMGraJakwcOLN8mgJ5bLB185hYMISX3cIFYz0Bc+2BaVbY7nP3tupYx7YVXEdjaDJm557dPdMvHFNfLgq59FvRYqD7S/P+UyVfXgNP4agfKm9WrI9W1PhxM+8ehGoijIsDaKBB5rmVUszKVW+Jk+umvE+6GdfvvAdralX6u3lciBo6VSK7uquvlygCKEEEIIIYRkApjfLPhoe9zavXbgc176sopMOHRcWjWqlpgPJSQB+v52zUAPnhD58+pt2s/Y+vWRqG3P/qyXXN6pCb8T4sgz7xXKtKX2cliwSaPJrVH1oN3P1Jvv5MmTaptRMVTRyqEgwSA6CTRGloS5zCoW1vIW3Dj75ubIP5a8I9cNGyytGtWxfe/yz7+JkItB0B1BeHY/JoQQQgghhGRab6lEAM3eNTsOOs6zCEll3ACPeI7EuAvaNAgnxkHGZc1+q0CGM0jQIySW/aERsxO3Dmir7PD1dbu1i5j92zWUgsL9SqZ4xhubpX6taiqOhUVKY3c8srGoM5RzIYFG19QDjLmoVTgrHY9ZWc6lViiD6VAvpB7jKWvE/6csXB+zHIwQQoj7JmZzVhSqR0IIyWTcygoQ4icJFzvufmlduDcVIV6IG+D5xAVrpd+0ZSpLGPYJ+aFXtlWN67MvaJOT2IMlGWl/oRiB3bED2igbnDh/jXaf9wv3hz8Dtotg+ertB20bixI9zEQngSa3UW1V9mK+IWIAuv7CFjLx8vbhrtvATQfuigTssRIIiZfh3ag7RQghlWHC31fJkvV7w89H92ouT1zXgyeVEBJYWQFCUoXdXCdRqOQjTeYvIalYINr/3YmouIHZNiGzgVBkvJfAsK5NVC81QuKNWxkYiZ4gnoVMBMuRLIq6CWsgfd2ug6q/H4mGmegk0FgbfhpB7WtmFyjpFXNj0FgduGNRO9t+RfrO+WuYWUEIIZXgd29sjgigg4Wrd8nbm/YyU5MQkvmyAgvXqxJuZqWTdHGs9Puk/w4j87f/9GWcO5GULVjC3mB30Is2hQ2i0AUv77qsveN7hp3fNCHHSTIbxKEmDc070wBURO4Y3E4WjO8j+ZMHq0X0eBcyEQNrXr+m9G0c/abHlm6hP2EDg+gk0GCi0bJBLdXMw3xzM8pbEjkROVJ6yvY1Q3uKEx9CCIkfjJ2z3i3UvjbuhVUyZs5KTrgJIZktK1CelMHgIkkH9/xjrbrfpgrY/+RFlMQkyZXKgjSgtX9aVkjkvqvOcx2kvPHiVjL92q7h4KeVu15kMh1xtkM8YjFn+pLNYVtEQP2+q/IiEj2dkjatwB5H9Wwm1z27Ugq+jg4LU9LFHsq5kMBiLoPVlV4ZA0eiSgWdSnCsvw8DJSZIeA9LFQkhxJlPig/EPEXG4ujA887huEoI8TVOPiXHOpJqEGhE5VcicSOLgaxgSmKSVMcIsGD5uzc/j/k5GKONXmrIEob/Oe/9IpmzvCjiM40GpXlN6lDWhWjtUAeajI7o0SxiTuOUtGnltyO7yK9f/cwxc33dTkq66GAmOgkk1jLYkM3FYeihJ1I6JsthpRq/zygZY+YkIYS4I8upTtYEsyoIIZkqR2iGYx1JJR+5WMh24r9HdpHbBuaGAxOw68lD82TMxS1jvnfR6l2s5CUpjRG45ffXdYvoU4Fx+4FhnWXmmJ5R++L3jZxVoJUoYgPp4GG1Qx146d8bv4qQrDQW2GOBMbZezWoxpV8ee4OSLjqYiU4CiZ1elHm1GY/QRU9kkyasQGO+g8wJKyinAVaNS2ZOEkKIM71b57jKWjMWKwkhxO/AP0Xm4qhZBdqxj2MdSRUXtWlQ4ffivvyDzueqAOPY/rmqKhcN7WYsLZMtiHVvf3vz17Js2jKZPpqNdUlsYlV7u4kRuCMkPVvWt/VZ7SqJJi9cH1ExyQbSwcSttjkyybGb0VwctjNuQK48l19k+36jQgLNmZ1UEpKhzJApMBOdBBI7vahQknXKnQbEV9bsVpIE1teZTUQIIc7AucMEOstlWS0hhGQCKN2uTKYkIYmgcd0arvazZkgigG6+L+MRiz9GAD2sQR0jszJUHnyErAwhdrip9rbL5I13nB3c9LQ0rVcj7up0/J5VxWV2DHuGXVuT69hDLfNxm1EesvSI6DdtmcxZUaQSNlHdM2VoXrhiDYFfbHt/8mVqEd6ww3CjUs3vY/KRHmaik0DiVi8qlbro+F1VsrKiXufgRQghsYFDuLPkqMxcpm8w+tQNPeXq7mUVP4QQkgnAr7SD2WMkVSBJKBZZ5Y3wujWvL7Wyq8jR0tMqYG6dY+kSjsoqeFU43fbz8SrkMBA0uv3SdhX+W0gw5DHsqr2NwKKxb6xMXR14z6CmoZg+a+n3p+XBVz+Leg0xTwT4ERRNds824k3w/U4akifTlm7Wvq6rjDArHeC/z60olvzJg5VuOmzGqE4zxmtDq79vbo78Y8k7Uqtlnvzuza3hz8XvYPKRHmaik8BOOtwp6Ipy9BI6IA7N076G39KrdU6ExqU1Q4MQQog9P+h0rnY7RtTebXJ46gghGcXXh4/bjnmUcyFeyppEYOaxpVuUXXZvmSN92zXUzm90n4XnI1qddpWZiaDT797UB55IcNEtzthVex88ejIi2O4ETPLmfq3Dtom5+8MjO0v96rGPCTJGVpNGCKBFTk0VxNfJvzK5Ljh0bVFPu/3qbk3klTv6xRwPzQsuGG8hU6yrxEDFxDk1QvL4W2cC6IYtYpGJRMMgOgkkGEzQsMYNyJRIJF2b6wfEoV2bqEesCGLVcMH4PuoxkZrshBCSyWBiPrpX86jtcArn5RepTCQ2aCKEZAIYy/7xyQ7ta8O7NmUCBkkpQ88vm8c4YQ1a6u7H1qa5CBTde2UHubx5SN69Z6D81/BOMX/PrHcK5Znl+qo0Ekx0izO6gDTsxi771wreDynBqSPOVxIZxtz9R71bxCVFaBwXTH7CoHaqUa8ueI/AHZPrMh9jXIT8sG5B8T+Hd1bzHes4aY2pm+3brhLDGHu/OZ4VZXN4rltkIpRzIQEGpX6Hj59UjpYdVZKQyWMn6bJ4/V71c8egdnLfkDxOfgghpAI8cV0PGda1idz6wqqIjIpnVxSV6QSWP4ezyUZkJN5GZMCpKRkhqeCZ9wpl+tLNtjq94wfm8osgKUHJTiyMlp2wA01DkRXp1DAR2Y/XX9hC5n+0Q72ODMnrcrNkWL0aMrxbU3l0yaaYGcLTl2yWEd2bcZwmEYszCBxiMUdX7Y17PcbVWAzqeI7cPrBdhBwRHo3/nzx50vVZh80j812N56GyBSAduEZentBPBU9JMO7tWeWLk29s2Cuny+NSsGHDzmA7GCsNqRZkmtvZt1MlRqNWdVUmOiWF3RO4TPTly5fLD3/4Q2nWrJlkZWXJK6+8EvF6KBSSqVOnqtdr1qwpgwYNks8+i9SqOnHihEycOFEaNWoktWvXlhEjRsjOnTtT/JeQRHDfVXly52B73TxIryR6kmzNsLAy691CmfD3VQn9nYQQEiRqZp+lndBbm0dj4s8GTcRtI7K+05apH6emZIQkGyNT0i6GiGocBlpIKjIl0fhwkk0AHfMcXXY6JF3wPl1WJLY/snij9Ju+TAXQDfD6S19WkT2Hjkc1w7MDH80sSmImVrU3Ao06CRUry7d8o9Xzr+i1NOMN+/HcuJZg8xzXg3Vvx+OSDXvP2EaWPsHDsEXDvp++saf88cYeEVIssSoxID8EGSJKCrsjcI1Fjxw5It27d5exY8fK6NGjo15/7LHH5Mknn5Tnn39ezjvvPHn44YfliiuukC1btkidOnXUPnfffbf885//lBdffFEaNmwo99xzj1x99dWyatUqqVq1ahr+KlIZ7r0qT+rUqBaR0YMxZvKwPLXKnAyMlcPF6/bIw4s3Rb2+ZP1e5UjyZkkIIYlt4mwGL68qLpGruzOjmERjLX81Y9eUjJBk4pQp+dM+reQ/ereg70iSijmD3I5b+reR8QPbqgDP0g17o7IfPy4u0WZFojGoHSHJkjXbD8rOQyfUuAv5jEn/t06Wb91n+x72BSBWzBnj1mDksdLvlaRKrEA6soIT1dxTlyFs5f4hHSnvGuB7e0jjdyLr3KgAMlfWYruuwsepEsOonIAM0eBOTcKZ7fRt7QlcEH3o0KHqRwey0P/whz/If/7nf8q1116rtr3wwgty7rnnyvz58+X222+XQ4cOyXPPPSd//etf5Qc/+IHa529/+5u0bNlS/v3vf8tVV12V0r+HJKY8G9Iu6FyMYApunmjwmeyBA59/oUOju/9dtVMa163BAYwQQiowvqKSaNqS2GW5NkVBhMSc3JqbNhGSCr/19XW7tQEelBZPGNyetkiSboOxAuhg2/4z46JOIgDzHzcL3ZGE5O5/rFNBI7z3F4PayQqHADp47dPdSUuIIsFZFEqm3KubpI/H3tii4hT0NTIXt1UQ8DtXbyuJkNAyKmvzmtTRVvgYyR5W+RedPekWmUg0gZNzcaKoqEj27t0rV155ZXhb9erV5dJLL5WCgrKVcWSbY7XGvA+kX84///zwPsRf5dlGSTYGjKu7N5Ph3VJ3kzpSesr2tb99WHaMLBcnhJDENXG2gkVTQnQYGuhO/PPTXfL2pr0yZ0WhfLrzEE8kSarf+sjizSmTHySkIlmzYNnmr1XA3SphaWQ/RjXFc3mqzRmZ0I6OdShYSIfGMCEVXRSChZpzLfD/aaPP6FInW+ZV15CXZB46uRUdsJP9R05EjX14/vamr211z832hp4U9BcqR+Ay0Z1AAB0g89wMnm/bti28T3Z2tuTk5ETtY7xfB3TU8WNw+PBh9YiAfDzNJ0jlgZ6edZUOz/vmIvu8RoU+0/gO4/0uW9Sr7rj6nIhjIyQRtup0PSHjqHVDrGjTRol37DXW+AomXdVBGtU6i/dhYmN/38c8M9DtNWv3XtioilxBv44k0W81gzHu3is7yC39WsU1jiXaFyDBAPdVxHliBa/xeuFXh9X99doeTdU8ZvuBo9KqQZmvCLszbz9y4nv5+fy1MTIxK1Y2Bo3hoV0a00clUXyx97Ar2T/D+m64sLn84tJ2YRtO1PhqXAt/+XCbzM0vizlZWbJ+p1zQqm7ENs7BMgeMldAk/69XN0bYpBr1yiWGcL//75GdpFa2PoTbsNZZUfMePG9eLzuh9prJuD0HDKJrQMNRq8yLdZuVWPtMmzZNHnrooajtb731ltSqlZhyIOKONfuy5HQoUrseg80/lrwjHerFVVcYxb/+9a+434Nu82iWA62/slt1VlKOjZDK2urBEyJF35bZZ26dkGw6eMZ2syQk17c9LX3PpZ0Sb9irbny9otlpOfJ9lnzwNSw2Sx5783PZtnUz7ZZo2XoIdhNfr5uP92XJ3EX/ktZlbXQISYgdWv3WMkJyedPT0vzwJlmyJLq/TjLHVhJM4Ad2b5Alaw84j4u4wxau/VD2W8xyP+Zhln0/+Mp5HpQIHlnwjvQ7N6Sa5xFitucsqVpue87AMl/8eKfkndrm2o7iGV9xLM+txnWlP5a/frhD1n2+XW7peDrquuEczP/g+//meJbc3SUkpaezJLtK2eM5Ncrm1XgN/6/91Tq1b5lvesZWYAOye0PEvAfbrss9LWveXxY17uqgPyBy9Ki7ig8G0U00aVLWQRwZ5U2bNg1v//rrr8PZ6dintLRUSkpKIrLRsU+/fv1sT/SUKVPkV7/6VUQmOnTUIQtTt27kqiJJHtAZf+GDjVHbsUp33bDBlcpEx8CDJrTVqlWL673DoGN56LjKxHi/cL/86b2ihB4bIZW1VWQ6vPDBNnludWR2hDkbCTfrfxRVlQnXDqStkoRRmbHVGF9b5RfJ797aKqFQlvxrd1XaLXENxr5ZG5fHzLqMJEtWn2gsPS9sywodkjg73LRck6WbJW/vqSoPjon/vlvZsZUEcw419ZWNtuOhkQGJx4dHdlFN6tzY9i+fMI+x5fIuceulO/Pmrqryr904rs6ujotkBm4ytau12hmV/WsH5jrtevSRi3MbJHx8/fDLAxJa/YnDHlny6YEsad6trzSuU13ufvzMdcM5mP/H1ofKbbBs/Iw9Tpnt1jrmGnElo/InFvQHJEotJBYMopvIzc1VQXIMej179lTbEDB/7733ZMaMGep579691WCIfa677jq1bc+ePbJhwwZ57LHHbE80tNXxYwWfRec1dbpnGGys90ijc3GrRpVPG6vo99mqEd53lvxsXvTNc9KQvIQcGyGxbNXcbHfj7kNK0/KsrCrywof60kLrtYQb+VubvpHh3ZpSa40klIqOrbDpx1UA3dludx0q5ThLtPfmyWhQuzR2g1oz7249oH4QDsL70byckErboaZRcmXHL85DiNt76X86BNDBUzf0lIZnV7dtWKdj56FD2uCl8Vnrdh2Ux5ZuUbq+yKq876rz5ODRUzJnxZdxLm6WXSsPvrpJBndqQh81YA1Djbk+GitaGdMnV9kEdKPf/+IbmfVuoa2sED6n3bl1Xfuj8Yyv7ZvUdbV49OnOw7L38HH6shkWnzLLDLsZp8x2ax1z4TNUxCegPyCur9fABdG/++47+eKLLyKaia5du1YaNGggrVq1krvvvlseffRR6dChg/rB/yG3MmbMGLV/vXr1ZNy4cXLPPfdIw4YN1fvuvfde6dq1q/zgBz9I419GKtoMB44aGoqmm3n5Rdrj69aifjoOhwSIT3eUyJzlX8rr6+37Orjl4cWb5NElm2ydVUK81gQNTXrggBKiAwHww8dPqiZ28QLTQwB+2aav5KK2DeQHnc5VDfUIiZfbB7aTw0dPqgAPxy+Saj4pPuAYtEZj0JYNasY9vhnN9Mz3adyTe7fJCTfAG9G9mdJXhzzM4K5NZVBE5np8IBi/qrhEru7OJrxBahiKxwcWbZCB551jG5jc991xme0QQAc3XNgqaQsw+FwkzsVatD8dCsmcFZFV6wa1st226CVenqcYzUBj2RpeZ4PQ9BC4IPonn3wigwcPDj83JFZuuukmef755+X++++XY8eOyYQJE5Rky8UXX6x0y+vUObOa8/vf/17OOusslYmOfS+//HL13qpV49PNJKnFyVHzws1ed0PE8fKGSJLJhL+tkiUbKh88N+PGWSUkVeO+UxM0vHb/0I60U+LIfVflSd2a1WT6ks0VCt6sLC5RPzOXFcroXs3liet68IyTuBa6Pyo+IFd2OVeK9h+RJaYF71E9m3H8Iknn4DHnZmtQab5mdkHcCRTwEfEe+IwIHGFe9ui150fYNP6PpnvQV4c0h7bBbvkx4P33D+koXx0+Ln9+v1j7O+96cY0cKf2eiR4ZzKptJa4Dk+aM9Vj0b99QkknXFvVi7vOIpiLJ4GhpmV468Xd8CqAKB4uIxJsELog+aNAg1QTUDjQHnTp1qvqxo0aNGjJz5kz1Q/yDG0ctnauQOqvEgFoRp5QQJ9CQBJPwJRu+kjc3flXpk3V5p8by9qavtc4qMCRivHCtkWABm3OS48C4O2PpZqlfsxrHWBIzE7hPbgMZOaugUmdq4epd0qdtA2meU4vjIonJPf9Yq2zGjlfW7JZ7r+JCIEkuObWytdvNi9TxJFCY5QMxv8F7dLIEVqBtrUuIWjShrwogGu+fsmid7Wcw0SOzQVB88sL12tesgUlrxroTWVkivVrnpCWg6pQMYoD3sarSf9hVIMxYsllV4XDu7E0CF0QnwSYeRy2V2N00AZ09kujmJb9B9/fV9hOMeFm26esoBw+TGjirP577YUw9QkKSLcfx7fGT8rSNHAfHWOIWSBVMqYBGupX7/q9sgk/NdBIrA90pgB5P2TchlaF36xxtIC9UAXu006p2Y8NokqdLiDLLyCAw+tLHOxw/h9dNZmIExe0CztDXNwcmnST/skw2bthpssdZXcJfv/YNZcXWfTED/Kk4PpK6CgTUFMzLL5YHhnfiafcgDKKTwOFF/SjrTdPJ2TOyN2pnV5UjpaeYyUZcAbv596av5MFXNppcw8QAix1zUUt56eOdYacP5bTI8I1Hj5CQZNGvfSPbIDrghJq4RTUJzZIKS7voNNO3HTgiEy/rwLGRRAAJl1iwpwNJBfDbpo/uqjJ8zeOeLoHCKRu2IlrV8SZEuemFAo6WOkvUEP8R67u3+npOSWzYhEVz9CZLZeKd2b4h6TrKofoN199/j+oil3c6l/6Dj0FMRwcaKI8d0CbquzVX8nBOnR4YRCfEIxg3TTS8gV6fThtr+4EjUWVnzPAlVsw3V6Np7bM2TWgSRb92jWTi5R3Ckxpdo1wGKkm6cJooGbD/BHELMtkQRE8U81fukBc/2hFRrcNJErmoTQPHk4AxzSuyhCTzNfnbosdIlkQ0XrQG0GPZY2Wa6LlNiIrVC8Vg3AurVJBULYySQPh65kUe3GN1cxUz05duloIpl6V8jDXsu6Bwn60dG9cbK3z9D5IideC7t46NdpU8JLUwiE6Ih8AgiY7xuw4eiyoXNybs1pspM3yJGfPN1VyKmEzwe9Cg13D67BrlAgYqiRerfQAbMpHK9jGxcmHrHPl4W4mrzzTu5XlN6sjr6/bI3BVF6ndgfEUGKCdJwQMSFWhEayfp4ibblpBkavJL+Rj19JieSi86VrBRF+RMZzUF5lqHj59UzaNJ5vl6ah5UvvBjXuRx20wULyO5DXPzdKC7XvA3zbyxZ3jeRTJ38QcNk82LPmiYa64GYgwofTCITohPtLGc7vPM8A0Wxo30wJET0qB2daVVCT4pPhBxc63M/Hp416ayeP0eV/uicaPZkXMKMLFRLkkXCEIiQKlrDIlJCRsykURWNuD1p8b0lNfW7natoY57udU+8Sswrjc6O1tqZp/F8t2A8cR1PeTU6dPyylr9/ZgyaSSdmvzGGAVf1J2mebTmc6KrKdwuchrMeqdQ6taspppHk8yq7IZz1zKnZkTT2XiaiQJUX6QLu+vl6u7N0ndQJGnf82To+ZfbJcxu2uiuMRd9GANKDwyiE+JB3JYiGlATMxjA8Zv59laZ/5Fzw6TKAnu6bWCuLFm/J6pU9/6hHVVjHty0ESSahFJYy8TjrQ17bT+bq+bEqyWTyz//htm+xBWY1EwaYt9g1NyEzNBQN/eIiJdQufSA+bOZmR6c+/6rNgF0wAk0SacmvzEmxVNlGEvTPBWLnFamLdkc0XCS+Bv4c1bJi77tGsalmW8E0FFh4ZVFgZJjpVK7+lnqvkBbzSyM73n1thIVSG/ZoKaas2Ax02nRhzGg9MAgOiE+h5qYmU8yg+ewn2t6NpdX1uyOyHJAGTkkBKzZD7jJY6JhnvyYtXuRdfn8B9scfycn/SRdOE2ukQHCxrekMhVjYFTrU/KrHw2WVo3qhLdhoRHj5rz3i+TZ5ZXrTwHbha2iqgLjNMlsUGHmFO/hBJqkS5PfPCbFW2XopGme6OxdtwH1uxeskZd+3i8px0RSh1PzWrD/uxOubMK8GO6FRQFzpTFl3jIT2NrwbmWZ5xhTDWnWWLr4XrDRoMEgOiEeJJ5SRBt5X5IBTZzq16wmL6/ZJQWF7rKBKsJvR3aRn/RpI/de1TEqK8guW8g8+bFqsIdcZnZQG52ktWTSNBkxj6XIAIEDS0hFFmTwvGfDkDStV0Nre2P750q3FvXl+feL5JNtByt8kmGrkH25Y1A7uW8ItXwzFeP+6sT9QzpyAk2SAhbpLs7NkZVFsfs6eK3K0Oq/Igg5aaHztbSyuETe3rRXLu/UJGXHSRKPXfPaefnFMjf/y/B8xdok1wzu5S9P6OeJhWosClh9Vvwf9wavXG8keYtAITu5wBuoi59OGEQnxIPEU4qIXbzkuJLKMXbeR/LOlm9Sdhrr18x2zApyyhZyc6PXAaeV2ugknZPrE9+fkl+/ujHqNS5KErcgKGO2F0zIHx7ZWWp/tc510+fKMuvdQlmzvUTm39Y3QZ9IvLSYrlvss4JFGUKSxR9u6Cn9pi2LskNd0oS5ytBcoZiuuYnZf8Ucyc28CrJZU4ZFyxQSny9wi4QD6EA17XZI/sF+Xmk2b5dYh2NMZ9NTkhzs5IYMm6YuvjdwL2BGCEl5tqTbC9RwXIk/wWSjoHCf3PjsBykNoMN5hOYafjeOwe64dK/Fqytol7WEz471ewhJNFd0bhIVyMTz3m3Sn3VEvI+xgGge/jAhH9C+UUIXHN1Q8OUBGf7H5Rw/MwDjXvjMe4UyanZBTDuhlAtJxXwE0n7m+yX+P2GwPsiMKkMsGPafvkzGzFmpHvE83cTjr0IfHdcg8fccGuMjwOOtl+RGff+hGDIZXmk2b/RJ0zHxxTWeuL5I4u7/tbOrqoC51R5RGbFgfB/JnzyYPXE8ADPRCfEoRimiufwMg+qEQe1k9ruFEc6Al272JD6cOm4nGuOerDIwRGTo+U3KJuqmxjuwOUw21u88JDPeKGuEZ9fIriLNm6yLP08v+0Lmf7Q94hjYMI+kKjBgLe9mc1FS0YAMcta2HzgaVwAnngbiTny251vpO22ZzBjN8TOTfQFDgsCcjcYKRJLqhndYbMaYNuud6EDzjgP2etTptFUEpuIZb6cv3SwjerDRqF+xyvmAuflFruYrXhtb7fxVgOuR/Xz8zzPLC9WYY8yFzb3K8Pz+oR09IS1EzsAgOiEeBjfOB4Z3krED2kToUrdsUCuq4aNXbvbEPdbsxGQS7k6fmyP/WPKOnDqnnfzpveLIZnUL14cn6GbsJkFGtseUhetVAKki/H3lmQwKr0y2SDCwlndTGou4RbeAiHtxqwa1ZH8c+y+a0FcFnSYuWJOQYDom2Y3Ozpaa2WelVUaBJN4XQGXitNFdtX1KCEmGTaKpbVZWlvRunRNueBdhk5oxDZFqnR61IfOSzgUq82HhWK/scq4s3bBX+x7sO3PZVnn0mm4pO06SWKxylBHNZm0y0cdc3FImXtbBc2Mrxn27RSD28/E3qHqZtnRz+DnGTwTQf35p23DS5Iylm1WfNCaZeQcG0QnxoSOAm+kfb+yh7qbICPHazZ64AxOUigTQL+3QSJZv3RflTN3Ut7VaYHl48aao96ABydXdm8nJkyflnBohmWoKoBsoh9LmeOwmQbih5zWpE85oryzpnmyR4GDXfIr2R2JhLCBGL2bXkDVx7I/MoiOlpxIq7wJNX8DKHv8QS2rC2uSO90eS7KCzVY9/ytA8uf3SMgkXQ+980pA8eeyNLRFjGgLuuuB6uqpldQtUOD4sYOJ6evzNzfK0JqMezF+5Q1o3rE199AzNTn/t091KusfMSx/tVEF0r2Gni27Afj7+BOMTMtCtYExFAN34zplk5j0YRCfEZ4Ptn/OL5LnykjROkv2LkRlTEXQBdDDk/KbKMXx0yaaoCYxZ6/mb41lxB22cJkGYiEw3BYgqA2ya0kQkbc2nskT2fXdcjbUMVJF4JuSwFyxSxrO/nR0mAnweqoRY2eN9YtnArQPaspSbpATc+3QNbVWmZBaa0VcLB6Vhs5OG5km35vUjxjT9AmNN70hvmZpG3ntVnhw4UirzP9qhff/0JZulT24DXn8+w66xrTkprWvzelHv82oiRax7xC72lPIldosjKOqxTqe9aptBhY1FCfFR0LXftGUyZ8UZTTdzc0YSHBmXkEOQW9dQxzqBQSa6tWkJsGtc42YShAARmp2MuailVIZfDGpHB4GkBOu1YjitExes9UwzNOJ9G+rbrqHrMUu3f5QdltsiwDhtNy67AWEi9FUhPmkmb/NlD+/WJNWHRAKKU8YrsnateuePLd0SJS1k+INeaIJnBB+dkkKQbW4H/lRUWtIf8A9uG9u6sQ2v3SMM38AKrkPGAvwHejXoQGW5X2wzqDATnRAfBV11ji1XJv3Hqm0lcQXQ7XTwjKwEa5DbLuPRoH51kYdHdpYHX90U1gZENhF+kbW00Vz2GkszE7z4sT6bxy0D2p9TqfcTUtGGaXfOP6NLbWTxQqqIzXxIOpqgGf9Hs1trlU88DfLQmBx9VZi95H0bQGNaXbPGUbMKVGM56qGSZIPAohNuJdCsMpTek96qGfZjZ7wRLadgBkMv+/X4M0nJKoNhzVD3UtWEWz/hxY+2yx/f/iLiNcYC/Ank/HRc1aWpdGpa1ze2GUQYRCfE53qZlL/wF8iI0HVYd+Kmfq3lLx9s0zalQ0mqLlAeawLzo94tZHCnJhGB9oLCfVH7mcterX+HueQXQZ1bL8nV2imC9G4aj3KVnaQD2H5O7ejsu9PlGWiQKmLwiqTCDq0Z6tYAe63sKmo8huQQKibcgDF5VXGJNDg7urSdeAcEd2bbaDOz6TFJFRgfoH9ubnRnxrqAp/Pb7KQ00oVTYkmsfgQGDFL6v9cNFqTNUkQIoMdKOvIaOL4bLmolM5d94Zm+A6Ti2DWdx3eJqkU/2WbQYBCdEJ8Msk5dueEYMMjjbYys7XgD6ODCNg20K9KVzZC1Bm2cbuaxNDPx/7n5RdoJFoL9O0uOyR3zdS33zuzHVXbiNb1JZqARL2AdqzEGx6OjfueCsrGXfVS8S6zGcQzikVSBBqKHj5+MqoqAlMTkoXlKOsIuO9Lo9+O1vk12iSVue1IwYckf2M1jsABtzVDHcyND3U8BSiOD3nydcf7kP8INmh3GVL/ZZpBgEJ0Qn8MMJe/zzHuFqvt2RfvGlRwtlZ/0aZP0FWm3pY12k31DbcDQljYH++1K1i7ObSA/7dNa/Y0nvj8lr6/braRh6DSQtExKFq6Pqppg8Ip41V6ti5mxZF6spe3EO8QK5qGii5mGJFXcd1We1K1ZTWYs3RwVEB/RvZnWF40lpeFFrH6vHZd0aCT/2rhXGtSuTh/Vw9jNYzAH0TWYnfd+kTwwrLP4EcNcHcyWeBTrYuOkIXnSrUVkg2bibRhEJ8QHMEPJvzyzvNC2LNYtD77ymVSrWkVNXpJ9c3VT2uhUGQGyQiJPj+kpvUzBcF2AAJ9xWafGMnHBGS1qYzv1X0mqge1DAx0SLuZJCctkiRfBOG0sWBq4mUtzUchfCyMGvxjMptsktdw+sJ02YG6XHekkpeHlwJC5N4pdxeR7n+9TPwY3XtRS7rq8g6f/rqCim8fYVW89u7xIxvbP9dX3aO2TxmQ6f6FbbHzsjS2qCbOTHXpNJivoILGBEOJxdB3ErazbdTBVh0NcghseMtAri+EgparzOm7O0GKzu0ljO4LcdiaJTF5k61j1fREgQEAS4BFlwchysgYM8HzyovXy1w+L2W2epBRUTUy32CnLZIkXcavlqwOl7cSbwZ+nbuyhfY1Nt0kqgJ+J/jiGvxnLH4w1V/HLInRZb5Rs1/sv+GiH9J22TGWUEu9htVs8jhuQq9130v+tEz/htFhFMvP7wzjTf/oyGTNnpXrkuJN+6EUT4gOsAUgd0NNKVZCVuGPVtpK4yuww+ZgyLE/uuqx91Gtec5Aw2S+Ycpk8PKqL9saiC9LgPVhpXzC+j3rs2qKebRAI5w0Z+P04SSEpxmqnXtBzJaQii+t26JpFE29wQZsGvg1EEv9LD8LnqmigRpcs4adF6IqMqehzxLmXP7jFJoi+fOs++XRHifgFPy9WEftxxi4Z0k4mi+NOemEQnRAfBnYgleH1IGvQweTjTodGmjrm/Ky3Kp+98eJWvnCQMDGCVvuM0ZELPAjPXDO7QDsBM2eHuJmwwGeA80BngaQC2Nk/P92lFsCoTUj8vrhuByvXvIvfA5HE39KDRl6DarxYgQCxnxehjWsv3uAIKiqJP77fq7s20b72SbF/gui8R/gbfH/QQLcyY8lm7XjLygNvQk10QnyEoUNot2LOEm1vgO8H2SnxUiu7WlwNPj2nJT2rIGICBkkWp4ZSYQ1YaPs5ZOzjs7yuqUn8DxZ9rHrEt12SK2MH+EsvkwQHY+wdOasgrvehcg1ax7Rrb+KmNwkhyZYeRELEvPxieWB4p7g+z04z3U/X3tPLvpC/r3SXif/K2t3SqVldlQRDvM34gW3l9fV7o7Zf0CZH/ATvEf4Gldhux1tdTzEvJtYFDWaiE+JD0GVcB0u0vRGIizegobsh+i2bZ0fJsWht85CoRk0xZWEmXyZjLmppuw+cBzoLJNlBBF1Dv2dXFFF/kPjSH3CClWveJx4takIqAzId7RIZ5uZ/GbhKQFxzw7s1jes905ZsZh8fn/S9Gd2recQ2PMd2v8F7hH9BYDzL5XjLygNvwkx0QnyIblXSKNHGpIukB0O3LF7sMs39lM0TspmBudWEf/HjHdrtqGhHtrpfzgPxcRDB5jVDf9CpqoIQr/kDsTJo9h85oe5ZtGlCgo0R0NENIUGtBHQ6J3agjw9+pgzNk9svZVa618D9Dr7evVd1lJ/1ba0kXJCB7scAOvE3GE/HX5KrEnXcjLesPPAezEQnJMP0tPzUHCXT0OmWxQJO+v1DOno+09xNMzTrqjqe93ZRIvlJ8QHtecP7X5nQz/fnhvg3K8SAmbvEq1izlOzs2NhuBIbQs6MizQMJIZk3hkweGj2nCHIlIM7J9NFdHf0CO6AtD4154h3wffSbfqZp7ua938q4S9pmRAAdiwMFhfsCVzHiN/D9vL5ut+q7hP9DKjKe/mesPPAWzEQnJMP0tEbNLpDp13Zl4DFNgbh4CZU3JWqeU1N6t87xbbaPMeFAI6rT5Su000bHziA3dKjtzg0likgq7deulwEcXfacIF7FnKUEO0VjZ/PCJOLrRlWQeb2SVRbezZaEP+FXf4D4D5U5nSUyfcmZ5qJBrwQ0xtVVxSXqXHxUdED+8sE2V9npkHfpk9sgI4K0fueZ98qa5mbifQ9zKFRA42+CnzpuQK7cwj4+vui5NGN0V1/1PyORMIhOSIaVcIcyyDnw28T3z/mRZVluOV2eFYjvEzdUv2Zex1tuZsjf2E1IsEC/77vjlBwgKQG261TSjsCkn69PktmY5b/MEzPcV5xktYwqC/oL6Q+cv791n8x+t1CNQX73B4j/QGNMNBw2gsa9fJzYkSjw91/dvewcDO/WTH4+qJ0sXrdHHl68KeZ70R8JgTJew95rmpsJ9z1jDmXEAfA4Z0WR+qHdeQe7uS6C6gVTLlN9z9hEPEOD6E899VTcHzx27FipU6dORY6JEBJHCbeR+ZtpzoHfVpjtMljjIROyI+LRcY8lf4OXJi5YqwKbyBLmRISkSxc9U65PEgzMC5pYiMQ4aodT+TBJbSahGY43JN1BY2LfdPTRJZtcyTciUEafIX2VPHZ+XSbIFDnNoWh33v+esAkLlld3b8Y5RaYG0e+++25p0aKFVK1a1dWH7tixQ66++moG0QlJwUQ5r0kdJeFizjTjpDi1DpudHIkTdhmvQVoAcdsQDy/TISResMcgXZ/E/4QkJK0a1LK93yDb9P6hHWnPafYf7IYcjjeEeDeJyaj2cQKvzssvlgeGd0rZ8QUVq7QJviMsYOj8uiFdmvj+vufks54J0Pr7b8z0JsXlrWxIJjcW/eSTT6SoqMjVT82avGAJSRXQ25tuaipGTa3UgqaYcfYSVd/RK3f0k6dv7BlXU5FMnYi4cSIMh5CQVDZotJpmkK5P4u9gQv/yJmqjZhXIhTYNnhH/QU8ONhdND//e+JWj/4BJGscbkorFHDS7Q9M7Nid0n8QEGYYF4/vIFJumrAZzVnzJ85rkhpo6aRMscoBJmu/nzc++8v13Ap/1mp7NbV9ngNb7jZt3lvjbBoOMq0z03/zmN3L22We7/tAHHnhAGjRoUJnjIoQkUYuaJI4PvjwQc5/+7RtIwRdlwXZjkQOLH/g5Uvp9oJuKGLa7eluJvP/Ffnnx4+22mcCff3VY9hyiRidJrj0ePHZSaWgiwKgC6eWa0kG8Pon/sAYT8PARNI4d9P4pU5R6sHDx4KufOe6D4A/HG5JsO7RWQ9w5uJ3ce5VzYJickS+M1XSc2ejJzTrHve2Gi1pGzR2MSp6uzetlZJUP7vUvr9mlfc3oaUC807j52+Mn5el3CiO2P/bGFhnRg3IuGR1Ej4cpU6ZU9HgIIQnSorbqwpHEg3O8YOV2x33gWt94UWu5/6o8OVp6OmqRIygLIE72WKYxiZ9mMvHy9irjfOKCNVEBn6eWFSoHhM3WSDLtFJm5RoU2HrJCIrPG9GSTNeJ7/U07jICC8X76DalZ6HACgUxMvAlJtZwQ/KzCb47In37SmyffzSJEjGsZzMn/UoZ3a6KSZ0jiF4oXfLQjaj8E1zGv+vrwce3nxFr88LUmennmMzL1eT/3xty3X/tGUUH0TFjMCSquguiEEP/rwrEpY+JZta3EMTBhZP7dOX9N+Hvo265hpZpxZro9Gk2tkKHPZmvEC5MSPC0o3K8WeQjJlF4T1nsV5Bxe/HgH/YYU+Q6xvp+WDSgbRdLXTHvphr3y6Y4SBn1dBHNjyKIrsA+ktaaP5nwsmcHjCMr1+I6UntK+jMSmTNXa3rb/iJJ0YxzAO3PfSUPytL7Zul0HtbEB4m3iXoLbv3+/3HHHHdK5c2dp1KiRkm0x/xBC0otOFw7P4QyTxBKy8ZzvvfI8pXeuZCAsJfN+1+CLFzudwljnAUH2lyf0i5k1SUgyJiVW/r5yuzzzXmQGCSFe1vaPx8HH8Dz/o7IAethvWEi/IVkT64nz18TcL4j+AvHG/c7gE/ahqVAwV9dPBWBXXtfJt9vw+Q6V9VI6cKQ0I/vb4F4PGRsd81dG3s9pd+mf+854Y7P8YlB0ddmMJZt5rw9CJvpPfvITKSwslHHjxsm5554rWexaQIjnnTo8ZwZE4m+QuvEPW0b3bqH9HoJYtlXR84Dz+1GxXm8eK/l+d36JN4FNjr8kV55dURT12rSlm6VWdlX5QedzA3UNE/9hyITNyy+WuflfhnVj42mCjRy9UbMLVONyVrIlOHPVst3ouxB0f4GkXmZg8rA8mbZks3afC2waEhP7qh88RwLI5r3faqspeV1XnuWff+PqXoZ73sQX15zpb1N+D8yk/jZ3Xd5BK2VjhXbnjVgMKgR0vhZ8tQeGd0rdAZLUB9Hz8/PVT/fu3Sv/2wkhKSvlNjIgMLHOBMfBSw1tjFONzL9po7uGz6/1e8iEzIdE2CPOA7QI7bT6zOdXB5utkWQydkCuzFlRpJ2koRHgr1/9jCXZxPNgXMWkbOyANiob767yYEI8YH/6DcnPXP3vkV3UuBJ0f4GkR2ZgytA8WbbpK1lpyjwf3as5pVxcVv1gjESQ0gjONq5bQ0mIzBjdVe77v/UZp8XtxX4SsONrejaXV9bsVt8FzrASazH3t4He/409pXebnIyZB+PvgJ2hcsxJnIb3E2/EYl5ft1e7P5Id4Ktlil0GgbiD6Hl5eXLsGMsLCfG6U8cMiNQ1tMGN8qkbIh0zO+c6aDdI3XkY1bOZXDO7QKvVZz2/VuAEj+hObWqSXJt1ys6DaaIZW16TOgwyEF/Yc4OzXWrIamAGW/IXlS/vdK5Uq1ol8P4CSZPMwNLN8v6Uy1QDRki4IAOdDTDjq/pB1QgWvZAlbWhR20mOfFxcogLtQZsPJHMhEnOwq7s3k3uv6qi+iy++/lYlPZhRgfSssntiJtrg6m0lqgeX7lZ//9COGfd3exmc63HlCTlugE2z8sxfxL0UOnv2bPnP//xPee+995Q++uHDhyN+ggbOR25urtSoUUN69+4tK1asSPchERLWk85EDTivlmg1PLt6lIOC7yF/8mBZML6PegxqSbz5PCya0FdeXrPLVqsvVsMgvARHEVns1IslyeL2ge1k2PlNHO0QUhfI6CPEL8HbikC/IfGLyjinxrk1FtfpL5C0+bDlcgIInI+7pC0D6HGC69doDGhNstHx8OJNKtBO/yEx9zKMo0hiMn8X9WtV074/3mosv4C/O6d2tq3NdWteP8VHRG4ZkBsVh0HgVeeKUaY0AEH0+vXry6FDh+Syyy6Txo0bS05OjvrBdjwGiZdeeknuvvtutaiwZs0aueSSS2To0KGyfTsn1ST1IKBoDizCGUYXeN1kjSTWgcPTo6UntfsbDl3Qz7txHlDiaqcR6aZhEF67Y/4aGTNnJSchJGlgHH3jM33ZpVXqgos5xG/BW7uJnBXsc/1FLZJ+fEFCFyw3/DdAf4EkEzsfC3ICvJdVjlhJIGbY7DHxC5EGhh1b7RzPjWB7JrJ+5yHtdvzdTKBLPbBJcxymSrkcKbaZbRMvw6aDHifIeDmXH//4x5KdnS3z588PfGPRJ598UjVYvfXWW9W5+cMf/iBvvvmm/OlPf5Jp06Yl4/sixJW+oSGPYS0z5ABdeXAOh5zfRJasPxNgg8887oVVMqxrE/lJn9ZanW/iXM5uOHivrd3t2DAopJmEUOefpGsyTKkL4hes/sBrn+62lSwyen3gZ/7KHbJg5Q4lcYQKDVJ54B8YPoKd/0ZIKptnw/7ufnGNvHR7P574BOsg20H/oWI4zW2tPavEpmdVpoGFgxlv6O/nrlbMSdJs9eCxk8rXQsXP9KWbVRC9YMplqlcNAui9WmeORn+QiDuIvmHDBpV13bFjRwkypaWlsmrVKpk8eXLE9iuvvFIKCgpcf86RI0ekatWqSThCkkq+//579Xj06FE566y4L6tKsffw8Sh9Qzy/oEVtaVK3htQ9S6RbkxqqYBP2RirHnwu2RwTQzWA7fuBETx3eUUb3bOq5051OWwWwR5ybqYu3hIMGvxl+ntQ967QU7tmvHAwdgzo0kHe3HtBOQjbv3C91z8rc7JIgky57PbdWlqvJMPZpXKvsXk5IusfXWJj9gQ4Nq9vuF9I8xySw9ESp3NKPAd5U+W9BtlWSPK7vda62efbKohJ59J/r5f9d1tZzp98P9mr1b92QdeoE/Yc4x8xtB45J6wY1o+a21vHU/BX88vK2cnXnhik716m21007S2xtDlWTnCelB9jkdFOygtFT6d//r48Mbl+vfGv64zN+GF9ThdvvIu6zdMEFF8iOHTsCH0Tft2+fnDp1SmXjm8HzvXujA2wnTpxQPwaGfnzbtm0lq7zMg/iXmjVryp///Gf1faa68W61Fl0k59qpEdtwI+018Co5uWtjSo8l0zmrcVvJuX6aZGU5K2Hh/D/42kaZcO0gOf1ddOA3qLZqpsrZDaRqvSZy6tBe+fkfD8jPbWwZhE6flnc+36c973jth4P7eO48E//ba43Ol0mdy26TrCr6hW7Y3sFlz0jXP/4opcdFvItXxle3Y3DDm/8kWVXcKzs+/q+tMuXHV3C8TcC5r1q/qWTVrCv1h/4qLf6bn2yVJJ66Q+6WGuf1j9r+zIoieXTcUM9d436yV8O/PatxOzm7/4+VDxEKhbTz/R/eMVWOvP+3tByn3yjzyW5X9yz4X98ue0aOb1wWft1uDpGOe1eq7dXpfh46fYrzpDSR3aFv1D0egfTeV/1ISr/4ULyCn8bXZIOx2g1ZIbd7lvO///u/MnXqVLnvvvuka9euUq1aZOOGbt26SRDYvXu3NG/eXGWd9+3bN7z9kUcekb/+9a+yeXNkNiXO2UMPPRT1OZDFqVWLjR5JxTl4QmTq6qoSMtVrZUlIpvY6JfXtE81InHzwVZa8+KVbJdky7ux8SjrUy9AuNimyZbgb/RqfloKvdYHMkIxodVoub85zTJJnk0XfZskLW6tE2eWvzj8lrevwzBP/2fQ3x7PknBoh2XQwS1760mrbzvC+Vnlfwjjn8NXK7l7030hq2fatyJMb4FdFX/u8xhPH27uy5LXtxtwhFHW+MQb88vxTUnq6bEzmvK3ic139HCI4dm2+t5yxNc6T0smafVny/Nbo+etVzU9Jv3N5vXsRZOOPGTNG9QCtW7du4jLRr7/+evV4yy23hLdhZdVYYUV2dhBo1KiRkmGxZp1//fXXUdnpYMqUKfKrX/0qIhO9ZcuWMmDAAMcviPgDlMHk5+er7zMdZTCnm+yV/176RVge48GhHWRU9yYpP45M5avDJ+SXsz+O6z34HkYM7iPn1vXWSka6bTUeW4b7d/fgXBna+RwZMvvjqFLFW/u2lImD2qTrUEmA7DXnw53yx3eLI8bYaznGEo/aqx2LPo30FX5yUTP5Y6968v/+b1NE6bsxBffLfc1vvoRxbssC6cb/U+u/ed1WSfJZf3KT/GvLfl9c4360V3W9f2ieO0QHdzEGPLmh7O8pu/7b07fQ8NG2gxJavSHq3DXP6yEXtq6vnUOk067TYa+DEJ87fEK2lxyTlcUHZW7BTnWOXt9RVXqe31765+bItpJj0jqnpueu70yl0+ET8sLWM/d8gzd3VZV/7fbO9e7H8TVZGGohsYj7LBUVRTYiCSportq7d2/517/+Jddcc014O56PHDkyav/q1aurHyv16tVjED0DOHnypHrEgoi1OiMVjB1YT4Z0b8UGoknis337bLXmburTWlo1rCUHjpTK/7z3pdLoNrrFn9eysXiNdNtqRW0ZzdbQRBTnF84wOpyzyV3m4wV7RaMqI4AOftqntXRs3lCKD5+WI6Wn2EiYeMpenRqPmYMLePzLyt3y15W75dpezeWVNbsj7l9o3DZz2VbVVBRv8fJ9zc++BJ7OGtNTGtSuntIG8F62VZIa5oztI797Y7PMfrfQ89e4H+3Vae6gA/s+vLRQ+cBsNBjJ+a2zo/rUwF67tG4s9UxjJuYQvXIby5zlX8ri9XvTZtfpstd69UTq1D0mty3YEA7c4pz9dukX6mZjLNaygXXqvg80EjVr9Xvxevfj+Jos3Mpsxx1Eb926dUWOJyNBZvlPf/pTpRMPSZdnn31Wtm/fLj//OdR9CUktGIDTPQhnKrmNatu+dnbNs2TcJWVNmH7StzUXMpJky+hwjqCOObiOoFDRviMMYpKkARuzOr8vfLBN/RhwQkL8AMZKXUAHmxBAXzShrxwtPR0RyH30mm4y8bIOvK8l0JfQBYJ6tc6h/0bSwn1D8ui7Jon1uw7F/R4sZMLP5XwuEpwPJM/MWLpZjZ9GYNx6npD0YPhsGGvHD2grYwe0CdT51N3rzeLNeA1JSZhTBem8pAtj/rp43R55ePGmiNd4vfsXV92EXnvttfAKhRuWLFkSCFF6SNv84Q9/kN/+9rfSo0cPWb58ufrbudBASGYBJ+Pqrvpyq9nvFKpAm7Ff33YN6ZQk8Xswzi8c5f7Tl8mYOSvVI56TxAK7fn3dbvnnp7vCNh407AKPZvD6lIXrA3uOiL8CuDowkTMC6LB5sy3zvpY4cC6RAYgAEMD3cf/QjvQZSEr5dEeJzFlRqB4Nu6TvmlgwhiLgGy8YEzAOk0jg4xsBdIye9w/pqIKTZmDPkxeeSXrA43P5wVNQcLrXW4O3JLljQEHhPvWIMXZ4t6ZR3wt8AV7vGRxEh1zJwYMHXX/oDTfcIHv27JEgMGHCBCkuLpYTJ07IqlWrZODAgek+JEJIErimV3PtdvhqdERS44Q4OcrIqmAQM7ETln7Tlsmd89fIxAVr1f+DuFCByYibwr7TIjIvvzgFR0RI5QK4usk1JnLrdh3kwmQKQOAHAaCs8nsXAkNBHFtJerjnH2tl5KwCeWTxZvWI5yQ9C/A6ruh8LhfVYlQE4uGxN7ZE+PwYQ0fNLojSng5isFi3WGu97TN4m1zMiV6YPz3zXmHU92JUUwDrPJd4H1dyLmgaevPNN2s1vXUcP368ssdFCEkClL+oGM8sL5TpNhkldESSh7UsE84HmLxova2jzNLExE1YzOcY/0e2ddDKP/G3Th6aJ9NcZJTNzf8ycGXDxJ9lxfPeL5K5y4vU4g/uYQjqGll+gOXeyR1f4U+Y9WpxTwva2EpSDxIQFq7eFbENz3/Wt7V0b5nDryTJ0k1uePOzr9TCxhPX9eD34bAgYfb5wz6r5lwHdY5mlcBc/vk34b5SdlI4JHmLPmoOkSWql5fxvdTKriIvfbJDJi1cr/ajNGQGBtFvuummuD70xz/+MZtlEuKxwDm0+YxJMgdq92D12C6ARkckdU6Ikswod5J1c5KgOsqpzKBCwC2ICxW3X9pODh8/KbPeKXTcD+csiOeH+AvY5wPDOsvY/rnhCXasIAVJHKu2lUTdw3BfW72tRIZ347kmyePfm77Sbn/q7S/kuZsv5KlPIEbWqRG4jAcubLjrJWH4/HY+K+QWghwsNveX0vWVIsnBzh4RgxnRvZk691jUQEW1eTcmL2RgEH3evHnJPxJCSFIzec1woI4vY0zH/7u8vbRvfLZc0KZB5b8o4soJccrooa5s8jOoMCEJ6kJF//aNYgbRqWVK/EaofAoXK0hBEkfJ0dK4thOSKBrXqaHd/vbmr8O6vSRxmAOXkMsyV/vE4pPiElYHmBg3IFfpm+uaihqye+ZTi+cv39Ev8OfQWoHOazz56OzRnGgDrNW+BkxeyLAgOiHE/5m8VjhQxwaOh+70ZZVn7uA1ZvV7oxS2W/P6STqS4GZQKdmc0Bmbnza6a2AdcDf2OGFQu8CeH+J/qSxz1iSrrJJH/ZrVbLZnJ/G3EiLyg87nyoOvfqY9FauKS6TB2WeCbSQxGIFLNG5FFqpZSguJCXjUcUEbyutY71XwQ28bmKuqqNzYaOO6+kWjIN/nrc1YSepkII3EBKd+CUzG8Q8MohMS0KY2zDKreOCM5VepC+RCh9tukmFAW058bwQjgwoSAwik926TE+iJtZvS7NnvFkrLBrU4SSG+k8qCXedPHqx+rOXe7KWSWFC9psuaxBhLSDLBNT1lWJ5MWxIZ3IH93fXiGgbbUiylBU3ka2YXaOdqQQ8A22lLP7eiWJ2/WAlPeB5kOTK7+zx7b6ROBhIDa1hGFxXTQzqG7dEuKWfS0LzA2qzfwHdKCMngALAOZpnFdj7++ekueb6gSLq3qBcxYN54Ucuo/YPY/T0VIJD71JiejvvAxtndvGId4/GI53bAkRverZlcXa7hF3RgjwgyzhrTUwUdrBiTFIwfhHiVWPrnRqYUmhA+snij6/GCuAPneProruEJGB7xnGMsSQVobDdlaF6E/QFrsI33seRhZKajmStkSnQggSHoON2rzNTOripZFqcs6Mk1bs8dSe5Yi6A4bBPJYDPe2Kx8KCMpx2yz+C/GZbyH+ANmohMSkMxJOBRYBe3Woj6bijjwzPLCqCwdY1Fi/viL1f9f+ngHtWNTRMucmlptOTDm4pYy8bIO8tra3dJv2jLK68SAmSmJGVdzautlngBlsojXcdI/t+ujApjJljjY5I2kO0tyRI9mKqC2/8gJuXP+mojXeR9LHbcMyJW5K4qifAp8J9+d+D7QlW1uenUY9yxrgeConsFO/mCfE2/MuZCJbtgm7Bi2mtekDqt9MwBmohMSgMzJBeP7qEc4zsh+CLJj4cQz7+kD6Maq/v+8UxhenIAjB5jVnzzgHKPU1Tq5UCv2w/Lk0Wu6yWuf7la6c8Y+zKKyh5kpiW0aZEeQs5+I97G7hwGnPiqAmWyJmVgXFO5T/6c/RlJpc+bsciMbunfrnKiq1aBn8aalMsXyHWAYDnpFQKz5llPvr1fW7Oa541zVc3MuPB81qyCckc5q3wzPRH/qqadcf+Bdd91VmeMhhCQQnZYp9U3tz9V0SxMQKy98uE1+Prgds8hSgM45hhv925FdVHMs2LPdd8YsqsplpnCMcAa2N/6SXHl2RVFcNk2IVzOhwevrdsds5MzgWuUX6nHPYlNy4pXmgrqqVXOgkiQffB+1sqvKxAVrI7bTl3Wu2nHq/cVzx4qnVGOdOzn1VaM+fUCC6L///e9dfVhWVhaD6IR41HGeNCRP9n13Qp7LL2LzIA26xjQ6Fq/bI8O7NVU3SE4ykofOOcbT9o3rhM+7+s5C+hIrZlFF42ayHGvCTcoYOyBX5mhKsCXgzayIfzDuYU4SLrr+E7TtSkjFmRZ9KY/jDBdzkyPhNnnh+qjmgpQXSr99o+GwNeAGXxZyO9g3yOOu2ec3PzeqAnW3Li74njl3QbadVGE3d8Kjzr/iIk9AguhFRcy2IsTvjrN58mbV5kJzm6Bjt2Js5eHFm+TRJZsYXEzD92F1io+Vfq997y8GtaPTaAOcOlzzHxeXyIVtciKufWqmuweTksnD8qLknzhxI37CqRze2n/i+gtaypHSU4EP6FT0PE/XSMVxIh07IIEgGSp/sHDJYFBikhFu+8sqefZnvSPOJ4Nt3gi4GUkO4HS5NnrQExriTe7A4gMXfCPvP58UH1DJrpBv4jiaWHRzJ7P2OR4h4WIeijlX8D/URCckA3EqcbPT5iIitw7IdTUoUnc7vVqIcFgeWbxRbn1hlfa9Azqck4Ij9LfOPBaD8Gi+9qmZHh+3D2wnU4bmhccMlsGTTPQV7hjUTrq3qK/GizFzVkr/6cvoM8TJqm0l2mxJ3N1YNeUckMADpLNodxVLRtCxftch6TuN13E6sEtWwHajj9XFuQ0i3qOCcgvXq310+vZBPV92FcQzx/QM7IKDFfj4/aYtU1JBWJDB/znnT432+cjy+AqSldD3gL3UApiJbmXnzp3y2muvyfbt26W0tDTitSeffDJRx0YISXJWNaA2V3TWk115oBlmkCUfXYkxviuUI9t9P1zdtydWpnnt7KqCNQuzRA7PpzNo1jyiRzOtXichfvYVlAzc0DwZ0b2ZCmDajRsktlRDwRdljUSt3HhRK55Dlws7tLv4ge1d3bWJvL5+r/Z1XsepxylZAd/X14ePy8qiA1HvQ1b63QvWyEfFZQtymKdMHpqnfJCgni+7itVerVldbdyHrPMl/B/zAN6/U+NHGfJZlMzKPOIOor/99tsyYsQIyc3NlS1btsj5558vxcXFEgqFpFevXsk5SkJIpbSPYxHkgLAu68kN1N1ODeYSY+O7svuOqNlb8cnI8s+/KTu3lskIS2Ld2ahxfs3PCfFjn4T7h3aUbs3rhxeFkPVIPc9K9KMZmicLPtqh3Xfi5e0T9l0GISARZF+1oowf2NY2iM7z6S2pQvi4kIu0Y2VxSfj/eLuS6cwqq4oL4vliU1xn7DL1cS45jiYO2CHu81Z5R4Dzv6q4RK7uXjaX5b0rwEH0KVOmyD333CO//e1vpU6dOrJw4UJp3Lix/PjHP5YhQ4Yk5ygJIXFjp8OlI8jZpm6lb6zghsmboXe+K2TlvDyhnzSuW0MFfYwMQBJ7MlIru0qULjIWiRZN6Mt+CS5gM1biZ5wypBDU2f/dCW3Du6D6DPFW+8xYulnrg912SVveozQYgTFdxVmQfdWKAimB0b2ay8LVu6Je4/lMPXaBXyQyOFVZ2oHxBdVCmervxgqUM8PXHru+UZQRSzxdm9ezfa1clZQEPYi+adMmWbBgQdmbzzpLjh07JmeffbYKqo8cOVJ+8YtfJOM4CSEVAE3AtJO3gbny3IpirUMSNOKRvgFGZlkmZ3749bv6ywfb5OU1u1w3HwoadpMRjBNRen4icrQU/xIn2IyVZAK6DCmrzJkZDBcI+nB8daeNagWLEGMHtEnQt5d5HDx2MmqbUSXBip/4eeK6HvKzvq1lzoovZfG6ver6Dbrvn06sgV8AyawK5PMEIqs4VqCcGb56viyvjrQyvGvTjLaXdAA5TDsoL5SZxB1Er127tpw4cUL9v1mzZlJYWChdunRRz/ft02v+EUK8lXmKG2i3FvXVTLh3m2B36rYGFp300LGazAC6N2WK8MycaUX9VPeTEQSCdYsT63YdlL7tGibjqwyMvikhmShzxl4qlVuUZyWbPc+8V1gmU2ECftnPL22rsm65SF7xjPSnx/SW/xx+LCJ4y8q99GAO/Ooks+IB1YSZDgPl8XNRm8gGtQbjB+ZW+vsgkSAZScfV3ZrwVGUocY+6ffr0kffff1/9f/jw4Ura5ZFHHpFbbrlFvUYI8V7Q0egIjQv+qi7nyjWzC1SX7rteXKOyyYIcKPjnp7ukdvWzlHTFgvF9pGDKZTJlaJ52cETc9rGlW9T7SPqCwPmTB8t/De8Uc18jmEmixwUEx40JHB5/oWlORVt3HzQzwxJ5EgSZM46v7nwuHfuPlCUjkUjgW023BNABTHHWu4VRzW3pi1X8/g/fH9nPY+asVI+oPCHe8SOAbpsOVg0SJyknM3huyF5y/Ez+Nfz6ur0cXzOUuIPoTz75pFx88cXq/1OnTpUrrrhCXnrpJWndurU899xzyThGQkglg44ogcXYDnGGJRv22k5E8BiUGysmDP2mLZOJC9aqBYWRswpkXn6RrNpWIiN6NJP3p1ymDdQycOCNSeDwbk1jTjAMve+g2HRlroXZ7xVGbaetxx80Y4k8yeQJoRkuFjkv9GJR/uU7+kVJ4YC5y4t4T4qjEZ4O3p9iY+fT28mQ0U/yzuIbZDf/eEMPV+9H1WDQCNJ8tbJSTq/e0U8eHN5JPV6U24CLZym4hs1wfM1M4pZzadu2bfj/tWrVktmzZyf6mAghic7sWaJvbGWeiCArxXCqM11PGudE18DnrU1fqR/cAqeP7qoCtY8u2aTtCk+8p+89qmczeWXN7ojnqLoIgk1XFGMybVHHUcAXpK3Hho2tSFCaOxpyZ1wsin3+DKksne+FhAZKPkWzfuch1zZKXyz24rhx/Ro+reH/UIbMHzrpSOpxkpg0Vw1mcnNRK2zmHn9GOn5wPzLmRICyl5UH5xTjKRIPjGt48bo98vDiTRH7UeYx84g7iE4I8RdwwkIusnV1WSm4GWSiU/ZJ8QHHc4LXcD7en3yZY1d44r3g5b1XdVTPYdOjZhWEv+dMt+mkyDZUQqMzaFCvk2QaGCuxkGZeYMPzmTf0DHwvFbcYTTCtINOUC5TRwYgZb0RLudidP/pi7hNF8Ijnhv9j1y+JNpleDN/0z/lF8lx+UbipsxFItwuoZ2KAzhycNP4ubMOc1mzb9O3dw8Wz1CzmMAEvGMQdRK9SpYpkaUoVDE6d0gvrE0LSQ0iXYloOBv1bBrSR7QeOBqY5nnHTc9vxnlmm/sn4MxpkQe/zkcUboyYbmWrTyWqEh008XxWf8BGSaRNuPG94dnXaeCUzq9lY1J292TFzTE8Z3q2Z268hcOgSRfB8VXGJXN29zGdigoi3qwcM8H/4aL8d0UV+/epn2vdl2gKILjgJzMleZujbu6N2dtWohZhMs51UYSeJZSxUcnzNfOIOor/88ssRz0+ePClr1qyRF154QR566KFEHhshJAFc0KaBNnthzMUtZcHKHTJnRZFyUoJwY7Xe9JzAOTH+fmaZejtwiUAFMtgMhxsBCmTxWGH2XzSGs6e7LjJxDEjFhG/cgFy5ZUAuA40k4xbYzPdFUrHM6jsHt5PbNY2cg47Tgq4Z7NMihwuVTtglu/1701dydfeyxQcmiHhUWk/zGq6Jb749oX0N3/T9QzqGq178vohvraLA3z5l4Xr1h9qNDfRV3fup1nk+K3qSk9XP8TXziTuIPnLkyKht//Ef/yFdunRRDUbHjRuXqGMjhCQADObQQoQTcro8kIggIyZ3ZicFPneVUJlWZ6beWN1mOuFcILCYaX9/pgYuzeD5jKVlAXUrtw5kYFMHnL2DR0/KtKWbI66BTBwDUpGNgoVJ/Nx2Sa6MZTCd+F0X3dQzAfaN/insLVFxf6N/+3MS/l1l+oKuGbwGXV/2OLGnd+sc7fZX1u6WTk3rhhdxmCDin/nJlr3fareP7NEsIonE79cFpGysp+G0g7wgFhHoq8afQAZbWTShr9JKJ/ETSxKL1amZT8I00S+++GIZP358oj6OEJJArCuiOmcNk+Snx/SUBrWrh/WlM/GmZ6cpeP0FLaRVw1rSpmFt6dU6JyP//qBUFBg6kuaX4eyM7Z+bqkP0fcZkVqhME5lUfOL7bHkwfTyD6cSnYAywKsKZtZWJPdSdrrivOu/9Ipm7vCic1PHzS9vK7HcLo7JTaYd6cG2OuailzP9oR9Rr05dulhE9gtOEMlMqMd7c+FXUtqzyhRHJEH3wT3eUyNwV0VWkShfe5txgO33VikmzHS1VyxOkAlglW2CjP+zeRGn27zq4O5zMlQkLW0QPklIrzbFjx2TmzJnSokWLRHwcISRJAz60os1NhcxgooLgsbFPJoK/a1jXJtrXmtStIXcM7qB0NjP17w9Kxg5sefLQPPVoPGdlQXznE641Ft2IM7qx1EyoPJjef/oyVT1BiN+0lcVGWxkBjzkrCtUjiQYZ+9amrMyYjA38rweGdZb3p1wmC8b3kfzJg+XkqdPa7NR5+cU0PRv6tW+k3Y7zuHjdHrV4TrwXlDP8VjsMfyNWk1G/Af9o1KwC7d80fmCuOjdVHPpXEXvs5vyUZqscCIzfP7Sj+j/s9pW1e+TO+Wtk2pIz1dDGwhbH28wj7kz0nJycCK01NC389ttvpVatWvK3v/0t0cdHCEkCQW16gcl+4zrVta899c4X0iynTMeM+DdjB7YMp6Zr83qqVBGZFplaWZEomDFZcWBX1/RsLgtX73Lcz+8ZYiSY2Gkr//XDYllZdCZ4PrpXc3niuh7q/yxj1usbs7qn4k3DUdGjY27+lzJ2QBuOqTaSLnaB1ocXb5JHl2xihqRHKzHe3vSV/Ncr+iaivx3ZRXJqZatgnQ4/Bked9OBhw8O7NlWyI43OzpZxL6yK2qdWdkJyQjOWoM75U2G305dE9z2xwsa3mUncQfTf//73EU51lSpV5JxzzlFyLgiwE0L8ga7pRSZPfu/5x1rHQBcyxhjk8q9DiMB5t+b1Jf+Lb1S5cshURofqChLf+aSD7Q6MmS+vcQ6gG9CRJpkSiDMH0AHurT/r21o27/02oslukMqYzf6TU3VPpvlWqaiGsCs8M7JQeU7t+yGZmzRazx19Xm9WsPz6VX0AHdSvmS05tbO13ynGXPhuoKBwn2/mck7Vpdhs9EBo2UC/OEBZktiw0WVq701+X9giSQii33zzzfG+hRDiUcxNhcyNGjNt8osM9FiZooBBLn87hL97Y7PMerdQO0n8+vBx+aj4gFzUpgEb6bg8n6Tikz9d4JGONPFtY3KTb3DeuWfL5r3fRe376trd8nxBcVQZcxCqL6z+05Dzo2XjeP1X/LzawXPq7r6+eluJakz51LIvIl6nz+uvfj/wK3q3KUtYtFZjIhf75Qn91EIm5OP8NJeLpQdv3EtQXerUzJE4w0bCqanUM8OkpIAH0detW+f6A7t161aZ4yGEeMBxy7TJL4KnbqAz5l+H8JnlhREBdPMkcdL/rZPlW/dppQeCjrX6JBOu93RP/tRk9o5+snjdXiU3gNfoSJNMWGBD2fzIWQXa/RCkswZBghCk0/lPS9bvjdrv/iEdM/o8pDqgyDHVHbC54d1qSq/Wx+Tpd75gANKnGdnwK6aN7hoeQyYNyStrXmi6FhrXrRGhK+6XuZy1GhJ/q7XlJbYj45xVk8RLlXp23DGonQzocA6TkoIeRO/Ro4dabYH+eayVl1OnTiXu6AghaXPcMmnyi+xjO4yMUU7IfK5Lt3Sz7fdrDqCbpQegsRjkczbz7a2y4KMdyv79krHk1cmfuWQej8gGe2B4J6XXy+x+4neMBbbX1+223aegcH/UNowrmZ4lGKvRtUG3FvVTcTiBOK93Xd5eLs9rHOh7eLxQts2ni/JZIk/d0FNloJsrh2e8URZAR0gGcobw3R5ZvDGqAs6rczlrAod1sdbaZNRIcoI8I6smiReA3c6wSGZhzjl5WJ7cPrBdmo+OeCKIXlR0pqHLmjVr5N5775X77rtP+vbtq7Z98MEH8sQTT8hjjz2WvCMlhCSNTG8siOyMHi3qydqdh6Jew59831XnybW9WnjOySTugCNevsYbxWV5jeXtzV9Hbf+kuCTjJ+B2PQ4wAZu0MLJEHtf+5EXrPZ+x5EVwzszAFOFUowlWzeyzfKNLSkgsCr6IXJA0uDzvHHl78zdR228d0DbjbT+WFEGm+VOpPK8IEOru7U+9/YU8vewLLvzGee+nbJs/Fzqu7t7MtkID18djS7dIn9wG8lx+dANeZHV7beyxyl9NGponXZvXk9rZVSUkIfmwKLJ6OKu8kgc2DVg1SbyCMaauKi5R96terc8sdpHMxlUQvXXr1uH//+hHP5KnnnpKhg0bFiHh0rJlS3nwwQdl1KhRyTlSQkjSyOQMFbOzZsfv3vxcvvzmCCU+MiyIgXK6K7ucqw2iX1CuK5mp2PU4wAQMAV4dmIxBOxWl38Q9q7aVRGV/4fm4F1ap/zPLn2QCGDtQuWIFAY67Lu8g72z5JkrWCJUYQfSfuresJ6u3HwzvM6pns4zwp1IJztfkoXkybYm+yswvUhXpuPebMyOnDM2T2y89kxXJAKS3ibXQYVc5/HFxiXaec+vAXE9dHzr5K7tr3AyqTVk1SbwIrq+ru3vnGiOpAT5uXKxfv15yc3OjtmPbxo0bE3VchJA0OG75kwfLgvF91GMmyDoYAUM3pdaQ+EADUuLfIEYVU1DnjsHtpH+HRqoKARroZvA8k7PQ7XocGNlpTpeDXUY/cTpnzifNOP8YXwoK96nvgRC/YTd2jL+krRpPMQYjgAzwaNbvDZL/hOZ3a3ecCaCDV9bs5nVfAVASjyCw3WTVkKogkT6v+TqdtnSz6hlD/APGTciW6MZPI2nEDMbbC9vkRG3H87H9o2M2fpC/MoPdQ5aqSfpRFQPn7Z+f7lLSbDyHhCQ5E91Mp06d5OGHH5bnnntOatSoobadOHFCbcNrhBD/Yjhs5pI5p9JQP2aIOhEEiY+MxhC4F5HZ7xTKrHcKw1nA0EDH94sM9Ez/jp16HKgSedOExAy2Q3eTxMcFbRrYnlPz+R81u0AtUjAznWRSE10j2zzoUhFGhi8WyjK5x0yqQRb1iB7N5N8bv5Jfv/pZxDjrRamKdPJJ8QHtfWj6ks0yojurITK5chgJI+MG5CpJF3Mzc4AxySvzNzfyV7Fg1WRiqlTgt04fzV5IFQFxERVjCIXUHMAL1xbxeBD9f/7nf+SHP/yhkm/p3r272vbpp5+qZqOvv/56Mo6REJJGCQigk4XwAyVHS+PaP9MlPjKVKI1ITRYwsgTHXdJWgt7jAI4enGZrthrAdjqC8eN0Ts0YCeuUISCZErzR6dQGfQzJ9B4z6WD559/Ib16LDKCDUPlrfvFJk4WR6LJtvz4rH+eJiziZg7UJ5+vr9oR9YARGbxuYqzLQcW30n77MU/M3630kFnZ9EVg1WfkqFfwfdkNJrMotRgA0GE33tUU8HkS/6KKLVKPRv/3tb7J582a1AnP99dfLmDFjpHbt2sk5SkJIWiQg8ByOSsiHGpS4yf36lc+0r8GZHHJ+E1myfm9gJD4ymVjloUHLAozV48DcCOfgsVKpXzNbZaAH5fwkA5zTg8dOqow/qykiW/K0ZRu+F5x/6igSv9l5XpM6Sn8Xi9Qz3tisDdD4tXotEbz26e6I+xGCQJnSY8YLvqkZBoHc9f1BYJWLOJkFxhMEyXWB0edWFMvwrk2j53QLvREwNS8CrNt5UB57Y0tEQN1YoO3Wor5aJBg1qyDib2TVZOLk2GAXQZofJep+ZD2Xkz1ybREPB9FBrVq15Lbbbkv80RBCPBWI1DnlfghI2t3kjAmtMdmHRnFQJD4yGTfloXDEg0QsaQU8b9nguOwpPiZdmzN7NBFjzozyxlfmid7TY3pKi5yacs3sgij7vOvFNXKk9HtmrxDfB+zMC+wI7Jir1yYNzZOuzesFIqD+zHuFSoPaTFZI1HkhyVkkx2vz3i+SB4Z1DtwpdlpgMIMGrZl+7QUNp3kO5mlvb/oqepwWkZlvfyGPllcZpxOjagna75BrMrLqj5aejvBZ8XfeekmuzF1RVNZYFDr/rJqMm9rZVbXbcY/mAlvl70fYxMSYYOEqiP7aa6/J0KFDpVq1aur/TowYMSJRx0YISbfeqSYw6YeyZLub3F2XtZcbL24Vds4QOGfw3P+4KQ+FYx40nKQV7vnHWtVM11yJ8cR1PVJ4dJmFbszB0wa1qyut0v7tG8mKrfsiXvdTZQ8hWHR2kiwyqius2Y/TlpQFlVVAfUiedG2RmQF1BHumWwLoAHceryce+H2RfO7yIiVfEbRzbOfrGufLWMRCg1YSrMWlp5bpm8nO/2i7tG5YS/Ua8Lqval60NcvUBO06TwRHSk9ptw89v2nKj8XPOPaVsjT2JZmNq9S8UaNGSUlJSfj/dj/XXHONeJ1HHnlE+vXrp7Lp69evr91n+/btSvcd8jSNGjWSu+66S0pLI7WV169fL5deeqnUrFlTmjdvLr/97W+VtA0hfg9EIkhup0MHh/yW8iZiXpzAonkOHu2615sD6CTzMq8XTeirfY2ZFtHBMHMAHeA5tpOKYTfmrNt1UPpNWxYVQLdW9hDiZRDMUI1xHfZRvoNDsFMF1JduljFzViqdXnxmEMrlef9JsG+q2cdYqAgadvedlyf0kwXj+8j7ky9jAD1A371bUDWHuZLfeh1BpoYk1l4Wr9+TkffjZN6PUNljBbenXq1Z0R4kXAXRT58+LY0bNw7/3+7n1Cn9KpeXQDD8Rz/6kfziF7/Qvo6/Yfjw4XLkyBHJz8+XF198URYuXCj33HNPeJ/Dhw/LFVdcIc2aNZOPP/5YZs6cKY8//rg8+eSTKfxLCElOIBINGGeN6ak8Fqs0AZyZOSuKPHfDxbHgmIzJOcrJr+nZPGKfUT2bMYCeoRgLKOt2HdK+fuNFXDwx81HxAe15grQRSUygB87Vzy9tGyXxYsUPlT0k2IRlAxwMGfYO3e/erXNcBXaMKgyvB3KcFuut/O3Dbdr3IBOYi/eJ8U0RGH7ljn5RgfSgjqPW+47R/wQVlpDJoN0F57uPh2QuOjmNkfF8xuvrIntLACYdJMde/Ho/TjWGbUN+aMqwvLCvg8fp13bleBswKqSJbuXgwYO2Wd1e46GHHlKPzz//vPb1t956SzZu3Cg7duxQQXLwxBNPyM0336yy2OvWrSt///vf5fjx4+ozqlevLueff758/vnnKoj+q1/9SrJYz0F8fqPNqR2dURXyqAyBriEqSs6tl+Era3bLvVd1TPvxksRiLffU0bdtQ552EwePntSeD/QGIAloLrq0rNnirHf15dQGcLzZcJD4WTYgXNac5V5ay0/9VezuNdZGqqjiMTcqN+jbtgEzgZMg+TB9tH3j7KBh7n8CTWnINsAvDur5CGKjZ2vjzVgka9FJN0bCNuNpMu3UKDeoi2WJHisefn2TykD38/043XNNZKOj0seu7xTJfOIOos+YMUPatGkj119/vXqOrG5kajdt2lSWLFki3bt3Fz/zwQcfqKC4EUAHV111lZw4cUJWrVolgwcPVvtAygUBdPM+U6ZMkeLiYsnNzY36XLwfP+ZsdnDy5En1Q/yN8R1mynfZol71mBqUuOF+9OU+GXZ+E0kXew4dl6Ub9mq1iK3zdxxv4VeHpVGthKwd+pZMslV8/9ZyTytwdro1r2P79+Iztu0/qjQim9arIZkO/t4/aYK7Q7o0ls5NzvacXfjJXnFuVeZ5jNksbHJc/9bys76tlc354W8jmWevlfEHDLk3Y5NavF60Xo6fOCmD8xrLO/dcItsPHJX1uw7J797aaqvb3Lxeti/OlfVeg0c875tbtvD40kf6yrwPvjwg2/d968l7i59t9doeTdW5h421alB27/bj35Eo4Ne+881h+a9XN4YDmA+P7Cw/6t1CMgU/22syOXy0NK4AOrj3yvbKZhJ5LnVjJO4JRlWzG5u0foYZvP+/R3ZK+HEHzV5Pnvxelm6IDKAbfqlf7sepBnZp7geDR0jTnTp9SsYPKIv5+f28edVe04Hbc5AVilPIu23btvK3v/1N6Yr/61//kuuuu05eeukl+cc//qG0xJHJ7QeQRX733XerLHozt912mwqEW/8OBMzxnhtvvFGuvPJKtZDw7LPPhl/fvXu30kYvKCiQvn2jdXmnTp0azoI3M3/+fKXPTojX+OCrLHnpyyoSkizJklD5zSMy1xfbr297WvqeG0rr8ZXd0qx5yJHbcKxTe52S+mfWvojP2XooS57eqOs4b3z3IbnBwT6tNp4uW/bCObuz8ynpUC+z/3Yv2OPgpqdlUNNQRo5DB0+IfHM8S86pkZl/X5CxjpWDm4Zk2R47RcjIcdewi+3fifxzuz/HW7tr+7Kmp+WdPVkOfgjHVpJ8cI1NXV213A7LoM8bjO+96NsseX5rFcvYY4yr+vrMZIy/9v6PuJ6HOflQI1qdlsub++N+4WXszvHgpqdkVBueXx1r9uEaiz5nHGMzk6NHj8qYMWPk0KFDSoHEjrhTMvfs2SMtW7ZU/3/99ddVEN0IKl988cWSDuwC1GagXX7BBRe4+jydHAvWGszbrfsYaxF2Ui7IUofUizkTHecR587pCyL+WbXCohK08qtVqyaZwDARmXDouKzZXrbQtPvQMXnsza0RGQ9w2P9RVFUmXDswpZlWWBX+5RPLTceiu+7ObCvLgOiSUVk5FSWTbBV2MHvT8oisFXzX/7itjxw/eSqcoebGhtJly6lm2eavRTaujdiGc3bdsMGe/Lv9ZK+wqVmblmsy0bPkgaHnyZAuTTx5jhPB/67aKQ9lcBZkJtprRfwBI/MXvPtE5Nh7BgTc9WPpvabP8NO18OnOQ/L0xpVR29/Zi0UBez+EYytJBR9+eUBCqz+J2Aafpl2PPnJxboOM+BIydWxNxD03LKtlmu8cOnZSZry5Vfte2MZLRVXlP664WBrXqZ6QakydP677vYZNWqtA8Ty0/aBkbVynyazPktd3VJV7r/OPf+5Ve7WbNz30Y2/OATzB+r3y/NZ1WnveUbOdjBnSUfyOV+01HRhqIbGIO4iek5Oj9MIRAH7jjTfk4YcfDgeR09VY9M4775QbbrjBcR8E+d3QpEkTWbky0lEuKSlRxnXuueeG99m7N1L78Ouvv1aPxj5WkMluln8xgKEG3VgziUz7Pj8o2hOhAXZl58by5sYyWzfAa7sOlUqrRnVSdlw7Dx1ydNTM4LhfntBPNVoimWWrrRpVi9DfNbRRL8htFN4HWrVopHlRmwYRNqCzoXTYcrKBNqqhR/n4m1tk4epdEa8b58zrf7Mf7BX2CJ3EaUs2R53jH/ZokbGaibAxQ0YA4PHBVzfJ4E5NMvZvzgR7rYh9m8cJjL12pffYhLG0WrWzIvRwrZ/hF0rRiU+DUy0vx1aSKto3qauVYPxsz3cy4Dz9vNSvZOLYWtl7bsjSyLhq1aryu7c2On4Gxq7/eGZlOABv7fNg/B63euZWf7yKRfILIF++Ts1sWbT2zNwS+13Ts7m8vGaXY28jv/rnXrNX43uasnC9ajCL7wTP/XZeU8lF7c7MKa38+f1tMm5gu4zxdb1mr+nA7d8fdxD92muvVSnuHTp0kP3798vQoUPV9rVr10r79u0lHTRq1Ej9JAJIsaCBKDLuofMOIO2CAHjv3r3D+zzwwANSWloq2dnZ4X2go+42WE+I17E27MSDNYAO4PCkutELHDq34LiP2s2ASUY11bI2d7nnH2sjgsajezWXJ67rEbYh66Qz05oWWRvh6OI9z/6sl1zeKX19DTKN2we2Uyca2ujGBOX+IZnd0FjXeJJNqoLd1A52n//FNzJmTqFtgMZP6O4XSszGui1LZM7Pekut7GpsNkaSjjnIOUmzgPvYG1tkRI9mGX3/CSJOzZ5nwAZi9LQyY+5rgQA4/GnYi1MjZbf++PLPv4loMg2f6JrZBVH9NMx+ulkUy/wnZJp/nnbsFciIBVwPM0Z3lUkL10edG9g0G7IGEztBQ1t+//vfq8zvzp07q7T/s88+W21H0HnChAnidaDbjoA/HpE5j//j57vvvlOvQ14Ff9tPf/pTWbNmjbz99tty7733yvjx48OyK1hEQFD95ptvlg0bNsjLL78sjz76qJJrsZNzISSTnLQI0mDyr326O6791+2M7H1AMs/B6duuYcREERno1qxrPMd24z2YFMAxN2cNZspkU7cIpgPOH0kst1/aTiYNy1PNF+Fgz3hjs5qQWr+fgsJ96tHvGAFGM5zwBgNU90wf3VXZugH+O+T8JjLrnbIAujlAY7V3r18HxvEB6/1i2uiuEduMv3P8X1bJ9gNHMuZe4mW8bj/JBPeU/tOXyZg5K9Xjvm9PRO1jLGaSzEJ3zzWAz6Gbu/VpG1vWB/ayeN0e5Sdbm4Tqxu9Y/jgC6lNHdo6YJuKzYk0t8fr4S9pmrH/upblBPN9tkMEC0at39IvaTl83uJxVkRR3BJWtoEmnH/j1r38tL7zwQvh5z5491eM777wjgwYNUiVQixcvVgsC/fv3l5o1a6qg+eOPPx5+T7169dQCwh133KF01iFxgwC6WfOckExw0uyyV80goyCVq7C40VuzbWLBbJzgAQkXHZ8Ul4RlXZyy2IOyCHZBG8ocJWOMQia6IfWQiAwvL2MsSFlllTLpeiL2GOPo6m0lyuZbNqgpo2YXRO1nrU7w+nWgO778yYOj7hfWbHzr9U6SM8b+Ob9Inssv8qz9pDoQNndFUdR+DPBkJsY9d/LC9doqIGsmOuygd6scpZ0fi4cXb9LO/eKpLoN9zssvkjkrimLOIXXgeMcOaKN+MtE/TyesHKw4mDsiI52+LqlQEB389a9/lWeeeUa+/PJL+eCDD6R169byhz/8QXJzc2XkyJGePrPPP/+8+nGiVatWqmmqE127dpXly5cn+OgI8Q5wWJS+71LngHUqnXQ4ZvNXbov7fXD+VhWXyNXd6YQFBWiguwkaw84z0TnXyQ9YgbwNewWkdpICdFlACMQdKT3lSnvUi2TyghSJDb7v4d3KvnNkBuu0ws3Sb3bZcF4JPNsdH4LoyLI0g+u2MgEnEv/ihjV46DX7Scc9xnhqBEC5mJnZwNZ1oAqufs1qEYG++4d2lOlxJB/p3Eb4k27meubFRzuyyn90QptIPjcvwgfhevbC3AAV29Z7G7GXsfu4uEQubJPDOVSAiVvO5U9/+pPKuIYW+sGDB8PNROvXr68C6YSQzJIlmDIsz7ZsMJVOulG6OnNZoeN+w85voj3eu15cEyWpQDIXBIcRJNYFjYNQAm6Vq8HNfsxFLeXeq86Tuy5rr8oSDX14kppS63W7DtoG2JG5a5Tl+22cMkteWGWVSPConV1Vux1mD41cNwtN6Sae41u/61DUNmYAJ3dxQxef85L9pKRS1MYvx/anb+ypFnyCkpkfRDBG6a6Dbs3rq+8d3/+C8X3UI6R+QpVU48TCqDF+u118dOIXg9rZ/CL7BQJSeeCfoX+ClelLN2f0nChRwD+Hrj8qNvDoN3+dpDETfebMmTJnzhwZNWqUTJ8+PbwdsiY6mRdCiP8b5Y3o3kxNTmplV5GdJcdk/5ET0rB2dWmRU1NlYeHGm6zACT77k+IDrhyz527qrZokqkyI8s7jQc1UIqKCxD/r21pJuCADHQF0r0sIJCM7eF5+scxZ8aXM/2hHeOLUPKcmMyiSOUkZEl3F89jSLbJoQl9tFpCd9IvXcbqezE3v/PC3kMSw/YB9INOwba83dnZ7fNAORvDBSqY3E/aiTJmX7CfZwLaQMLJ4/d6o13B+Gp5dnfaX4cQao4wqS9yHIXtkpUp51jr8EqPxpxPYI5Zv4lZGELv86d1C29egyz68W1PacJJoVq+G9ryzYjv+CjXEGvzir5M0Z6IXFRWFdcTNoNHmkSNHEnVchBAPYTSK2bz3W5m4YI38+tWNcuf8NUoH1Jw9aZfhW9HMX3xmv2nLZOKCta4cs1rZ1dQjgjhPjekZ6EwlUgYC5+MuaRvOQEcZeNAa6szN/zIiCwn/h+OX6X93Ounaop52/DlaejqqQsCv45RTgypr0ztm6wSDZ5YXyl0L1tq+bpY58XJjZzfHB5tWWuga36Rbi/qpPFwJepUPNuH7AZleZWZw28C22u1uZTeIv4k1RhnzrlXbSrTzp1sH5qokKWSq3zYw19XvjOWbODU8taKTcjFAli/9huSRZVPGYlfdQuwXiWDHD7++KRD3HFLJTHTonq9du1bpoJtZunSpdO7cOd6PI4T4BGvAxKpHOWnh+vBzIyOxLAv2THOZeDJ/jYCn26Y01iyk3q1zPJ3pRlIPGpEFTbvWLjMIjl8m/91ezBLDc1TzmPXD8RwloX4cp+wkL5DNFJWts4jZOpnOM+8VxtVDxes6+k7H5yQrAnBdk+RJEVibyyP2c/DYSRV4C0KVmVmybuHqXRHnAX+3164lktoxylwhZuiPm8cqXB9j+58JnOua0tqN3xjbEJzXVZgZgX23ki5O+K0qz09gfmy1CQTQe7WO7BlFJKKqElJ1uqa7i9fvkSXr98j00Zl9zyGVDKLfd999cscdd8jx48clFArJRx99JAsWLJBp06bJ3Llz4/04QogHMSRUsFqNmy0cGLdlegD7IQCOu405S8vsFAGnUn/8/ngC6NYsMcOZYxdtYti0bqKAUIcfApaJbiKU6X93urGOPwDfAQLmRnDHKLUeNyBXlVvjda9l5FaknBzjflS2Tkhk3vtF8sAwJltkIrBjnawJMCadsJVbBrTxbGNnnfyQ3fHF8odQcUKSQ9fm0VU+ONuwP7/KYlVWsm7Zpq8lu1oVad2wtvLZSXCwjlGQmDInIMVqOBvP3K57y3rhRX+7haqwjOD7RfLscn1wHv6nmxEy05Nc0gXOJwK+Vik+nufYkoUDOjSSFVvLegDFK3dEAh5EHzt2rHz//fdy//33y9GjR2XMmDHSvHlz+eMf/yg33HBDco6SZDTUTfXeDcPsgMHxws0WNwZdMM4OtVtI7xSh9Gnphj3hmxL0gyF/YJ682pWbWcH7oTOMrBwrXs90I6kDJa06073h4pYZaxfG2IrMPXOAQWWrjabDnGww/uQ1qVMm+WBZYGx0drbs+640IltseNcmqkRfN5Z5EbuFSl0VEJi7vEhlv2Xq9RZk7JrcwQ5entBPZWrNWV5WlYYFI69lCVsnyhgzEay1W+THdju4QJmGKp/ysdUMxqTV20pkeLfMHm9wv4DUYlB6vZAY8zebChlsw7Tq/qEdI2zDLtFCx+rtB8P/V76MTYUZnmPBHPf7tzd9JV8fPiGXd2osjevWsK3A0+GXqjw/wvlxxSQL39+6T11HOhk3LvoEi7iD6GD8+PHqZ9++fXL69Glp3Lix2r5r1y4VUCfELUFq8ucHdBIqSj950Xp5f/JlEQETXUmTWzChNsB3b5SAm21AV26mA+93yvryUqYbSR+onNLRr20jCcLYOnlInmoEjNPQu01ZdQlJPmi8bLU8PB/3wqqobWgSt2T9Xl+VhNpNxJBdj4CpGUoIZS52gRgEoxE4QRWQeSEJY1Ot7KpyQZsGaR+LdBNlQy6kIn4p/uZ0/02ZjG7xDo1cZ7yxOcr+0LvnuxPf+2Y8TWRvCmZEBgs3Epjw/9BIdET3ZhHVNta5nbWK2OnzzAtV1qQ4/PykT3T1EbBW6lnxU1WeX+H8uGIa6LcNaKt6TVlf46JPsKhQEN2gUaOy4MPevXvlkUceUXIux45RWJ+4g46ff7LJcKNAkMQaMPn68HEZNVvfWKsimJ3/5Z9/E/EaHLvJQ/OiJkq8aRE37D50PGobbAoB5SCMrY+9sUU1kOKEJLVAQzEejJJQZLAjAG+XCZtudJNlM7cMyI0InAKO1ZmLNRBTpTyYjMZ10M/VyfugYbgXkiec5AzsApJ4jx0jejRLxmGSGIt39WtVi9JiDkKJvV1vCspgBAtdz59YzUGNe7hxPaGfCRzjljk1ZceBY3LXi2tiZosb878IHXYkbpSP/3a+A34ffNJ5+cXhgCTeN2FQOxnQ/hxWDxPPShaOHdBG/UCyCBWWCKxz0Sd4uA6iHzx4UGmhv/XWW1KtWjWZPHmy3HnnnTJ16lR5/PHHpUuXLvLnP/85uUdLMgo6ft68Yeiyv3ETMUrqzAETpauWoCYy1hJcXdMuTE4//+rbiEZKo3qWZVRQFojYAduYodHrhZOfiRNrjq3eAYHwioyBhgSMF4KMFakgMzQ32ZMiONhVJTjJBXghazaWnIEuILl+1yHbz2PwMjVYF+9gf5/uOCjzP9qR8QFls79rF+ihDEZwgD1AJkuHVXoCtrFu50H58dwPI+7hIELSakie3Fq+GI4goW6MNBJRrIkbIaOaJyRy+6XtHGWzzBm9eN//vPul/KRP64y6XknmJAeg6smwTUOyiJKxwcR1EP2BBx6Q5cuXy0033SRvvPGG/PKXv1SPaDC6dOlSufTSS5N7pCTjoOPnPYzAR4Qmuk3DEXM2ATRPzbq/dtjpiFn3OR0KRTlreDpz2VZ5ec2ZADp4Zc1uOa9JHRUkpSwQiSfTsHn9mipL0qvZvonWjIUOJUn/d+GGkIeCjE4l4066qNTcDBa6hexwX4YheaoaRle6j23IgGxwtn2j8VRMlKcsXK9tdmfVOLdblAUMXqYew8ZQ9fPix5EB9EzUqNctYup6U3jhfkHS6+PeNjBX2p1zdqT00dCO4flSWF5r4fqIhuBWmU3IVyDz9m8fbpNZ7xSWbTf11tFVGwH8HiQ/GYlO1gpJ83Fk8qIX8S/wYw8eO6n6SimbfWOzqnoyEkcoiRNcXAfRFy9eLPPmzZMf/OAHMmHCBGnfvr2cd9558oc//CG5R0gyFrumZLxxphdzWR8C2r1aR+sn65x4c9YhnCv4RdZSfjhv0OMz9kFTx/krLZOekKgmSToWrNwRFajHZxn6pV4MOhFvBjKRQWOUqnox2zeRYytAcAgLXX7S287U78IJXcDdS5NKXYNeqy6qGU4wgoHOJwDm8v47BrWTnSXH5JW1u6PeP3HBmrRWXoSbAGvk6ZAtCYwFV7uAFXwa+rBpaKQYQwf6hotahuV3vDCGVgZdINLoWQRpDGZEBhNt4kSWhBt5myuE7HSe7S4i7Iss9x0lR2Xphr3h7UPObxIep1UVsyZJytwHRft7Nb+TC5HESxiL5oZtM8ZA4g6i7969Wzp37qz+37ZtW6lRo4bceuutbt9OiBZmqnkTODxXd68Zl5Y9HPhFE/rK25u+lnPqVJejJ0+dCZiXd4SHPh4a2hjOHDT8rOBjjUwH3Wtustm9FHQi3izJgwllciMuIyg0clZBeBv+XAQcMunv9Nt97mjpSfV44GipKlsOLyhe1FL6tWskLRvUlGtmF3i2NN+uQa9186c7SuSj4gNyUZsG0r1l5vUdIDECe5bMRtjH0zb3dfW6pH8shp1ON98nyuUG6tesJv2nL4uQOdAFrFCRR1v3ViNFLJYv+GiHknjJhMVyu0AktHkhLcD7ejCJ8nGzypp7m18324auUtE8XlvBZ5oD6GDJhr3qPo8xD58NeURzQpPVd3FblYe5Iu2YeAXKY5JKB9FPnz6ttNANqlatKrVr13b7dkJsYaZaZtxQ4MTPWX6msU1WeabCGxv2hsv2MBk1JjCfFB+QuTYafnaESxGXbNaWXXsx6ES8F8j857pdURUQmbjwsv1AWfMoM7g+UWVit0hGUnefg+6n0VQLQR5IEVhL860ajOkOWmVhFTNGg957/rE2om/F6F7N5YnreqTsOElqiTezMRapHovNMjTWxA5gBNDNTZoRXLdKyDGAnlrgQ+pMzAjU4RGLN15YoEkUdoFINLczso5JMDHGLmMuNmdFkcogty4c2VWBAztJK12vLICkKaMBumoiaki0aBot6gL9uoB6t+b1E3dSCKkklB4mlQ6iI/vo5ptvlurVq6vn0EL/+c9/HhVIX7RokduPJCQMm0L6Xxrj2eWRAXG8bM5cMCYw0BbT6eDFwiiVhjMILes756/R7kdZIOI0viAwAlkgcWiemynoAp5l21N+KMQGc1MtI4P35Tv6qcVCOw3GdMt1mCfUZl1UgMw0cwAd4PnP+rZmkDFDsevBYJV0c0sqF8HtmuQa9qzT+kUAaP93J8LVFy5UmkgK72+/HdlF2p1TR/Z9d1wmLlibUYvlOG5kGCNAaiebQYINGoE6LRzBH27ZoJaqHD5aejqiCbSdpJXdEPfUsi/UDy5FZKKjiSg00O1khcyLlOjR4+WqO0IApYdJpYPoaChq5ic/+YnbtxLiyDPLC1WwADftTCi3DKLGr9s5JPY3vmsn4JBlhcomBrCJW8ub2hiT2pY5NbXl1E/d0FNlRHIiQeyCJJiA6swPNpZpdtO7dU5UBpHR54B4N4MX2vXAKxmUVrmOkMN4++9NX2k/45PisrJvEpxJJhbMreX9sUilrridNJ35OrPTGjZX3eHR7xnOmXR/u7zTuep7wIKe9fVMCNLdMiA3IlCaKX8XSb70hM4fhj2ZE03MklZ2GehWMKdTY31IVCDdaRw0V+WxLxrxq/Qwkz+J6yA6mooSkmieea8w3AHcC8ECUvkmXLEmyLEy0I2FFOsNy+r89WhZX1ZvPxh+3zU9m8vV3ZvxKySOQRJMPnUM79Yk484crhs0ErVmWnJs9XZpvm6ITGcGJZqJ6nR4G55dPeJ4MEbb6V5fYJJ7IQHqb2Mq71eJw+XyGlHBTxG58aJW0q99QxUcTXfAyXgd16g10HPLgDZRmcB+z3DOtPub4S9aA82Z0PjV+Luti1Z+/7tIcqUndP4wxjH8GOOxcQ0ZTWp11RxOYKxHJrpbW2RfNOJVrEFy8+KPXQUbCRaug+iEJGOAQlayFU5G/AF08NwE0A3nTOmZDymTKHB6GxrsGTcjc/mh1fkzB9DBK2t2y71XeUM7mHgDXZDEzvZQ1pqpUHbA2xm8djqk4oFMQ0wW0LxPx7qdB6Vvu4bq/8j6nIygleYCgyY6s9CDqftvLe+X8p4Md724JsJW8N8FH22X+R9tj1hIN09iE5X5ZXxO7eyq2oDTul0H5cdzP4yYIBtBJeNvgNYwZQi8myFo9hcBvkfIV/h5HHLS7qffS7S644Js8za2/rCBteoN4x3u7bA5N81AKyMrxL5oxGtY5QsNqSK3FWwkGDCITtIGbuh2TYFYluh93HZaR/bZTFPZP7REn7XJBgYvrtwhEy/roP5vTBicnD8DLr6Qitoo9kHGDZyjTHKCDGePsgP+rurBGIoFSIyDXx8+Hm7klWxbtdqPFTRYRIB0+effqEC7br+HR3WRn/Qpm8STYGdxGTQ4W38/NwdysCBjZK1jfEal2ctrdlU488s4nvW7DkU0BG2RU1O2HzgW3q9T0zoRPVvMQSX4pXbZ6cwETh9W+9LKZIX8vVAeS7ufkKgGo+VNyzHfmptfpJohu/GHrdU4k4bkqXu9G3kXygoRv6OTL1SKCVmimufGkkwiwYFBdOK5ANeQ85twIPKpNroOa9n/WOg5WrK4IvaHfFS582dMGNw4f3TeiM5GEXyxNjrU2ShKVjOtLI/Onj9AdqRZhzSK8uai1szKZNtqrMVLHOvqbSW2gXaMydAnJsEiVqmzm8VN82WA/cxjeLyZX+bjMYPn5gA62LD7sNbOrT6JNTudk2fvAPvSyQWhkaEf0WU+onpJZ//YF/JboVBILmjTgHYZYKxNyx9bukUFxK2+hBVcK//8dJe8+PGOiDlYt+b11ViHRXOdr+J2MZFa0sTL2Pm9SqqoezNHySQSLPzpUZCMADda3NCtLFm/V91kiffBxBgTyQXj+8ird/STWWN6KgfMjPXmYgTfsV0Hts5ZoXf+jPfgERIB5ufMBCNWMI4gezHCvrLO3PisFmgEZzJl/DGcPTN09rw9lv7X8E5Rr2Eo1AUAk22rOvuJ7nER0k448D6OycHDrtTZbKexfAA3mLMl4zmeiqDzSfA3AUgeMIDufULlDZuxoJIpDaixsGMGf1u/acvkzvlrVFIA/u/Hv5ckL4GiW4v68v7ky+S2gbm2ASC8bf5HZQF0gEcEEI3FQvO874Mpl6kf/B/bnBb1MRY/snij9J++TMbMWakeaZ/Eq4uwVnAdzFy2Ncp/YfwhuDATnaSVWtlVtdtxw/7DDT1TfjykcqW0yKj87sT32jJnOz1H6OrGKhU0nD9r5hc00JkJRuLSRA+JPD2mpzSoXV3bNCmTyvKs1SJ09rz/fQ3v1lQeXbLJVdAv2bZqtR/r+Iz/7z50PCorB/s9NLKLGuNJsHBb/WL4AIY+erxBbreLgW6k4GLhtUa/pGJSkdhml8Htt8x6KV/YGTugTYQOfCgD/l5SeZyyZWELDwzrrCqEpy9x7lFlgM+Z936Rep9OQimWfRm9Vcy/i1rSxIvAlqGBriRcLMxfuUNaN6ytZF3Yk4IwE52kDTh9q7cd0L72ytrdGZMNGjTMWQpGZgIcKGv2AW5UyOJCsw7s9/SNPaNTgy06+cZ7DIfN+pwQN5nYvVrnKLtBuXOmZ2rrrkfiDXCPKyjcF3WvGzcgN2yXeLDL1022reK4WjaopRrywX5euaNfxPWCCbG1Ssh4+cFXPmOmWQCxG3MhpWG1ddy3r+7eTNmPU046TGvo+U3CE5Z4FgNjVVN0bV5XKkKm3ScyCafvXJfB7XVg5+MvyY3aHjL9LXaLRUajRxIsYmXLYhxGslo864tzlhfJ6+vin5s79VZxW1FESCpBXGLMRS21r+G6MfpnMf4QbJiJTtKCnUalGWb5+BfDUTMa4cXqZI1HNBuzk1a/dUBbBspJwjOxg5Kpbc0aIt7TjUbgvFGdyMywgR0aSf4X+2zlUm4Z0CZlx4dAZ5Uq0bIy5ioha1YxM82Ch25MHdWzmVwzu0CrkQ47g0avYzAnJPLmZ3tVQFA12R3aUbsYqNPaVbKBQ/NsMy6RWYkA/7JNX8tTy75wFVRCWCoT7xOZgKEJPqJ7U3ll7R5brWgjg9vrGDaNCqU5K4qi7NP4W+z6DGDhiYs9wcRc8Wvt21CRCh3sDqmgePuxOP0uLkYSrzLx8g5K1sgKbJnxKQIYRCcpx41GJSZKdPz8izkAoytD1ZVC200C8H5MEghJ9ETCzet+hg2c/KMbjQCJleVb99l+Rqj8Pc/lFyW0wagRhDKXXuP4dKWt1hJxLIS6kfIgmY15TEWA2gigWxdWgBu9crxsLLDjEdUPaPBltim7ZqYqSG+TcYkAI44PMnRHSk9JaNkXrv4++KeUKvIeOskIHX4JglhtekCHRrLCck8w/hZkRMLmJyPjN3TGd542uqvn/06S+gQKN82d7bCO4daFS7e/i31TiJeBPU+xkXVB491Mmy+S+GEQnaSceflFMW/cl3VszMEpQwJEIZfZB0YGm3USMJ2TAJLETOxMDTTbBZVI+kmkTnMis73dVIiZsVZuOOmwkmCOuZBwsVtYCYm+KW0srAszds1M85rUcbRnZLYjwI8qkKu7NdUGei5qkyMfFZf4MggbJJwkI6z4YUzS2fT7W/epBRxrxSb6CiGIbixerd5Wovbp3SaHNkpsuXVArsxdUaTGQdUkXLOP3XaMwZASQiWE2ceE/emqgczVSfjMWwfmytj+ubRP4nlZl2+Pn5Sn3ymM2I4M9Rc/3sF5VcBhEJ2k3DHUZdxZuevy9ik5HpK6AJExQXWSzOAkgKSSTA002wWV2GDMG1QmC0xHIrK93VSImXlweCcZ1q2p+j8CpcakOQjySMQ9sRZWdK/dP6RjuNl4FSMT3SEIisoJXaD+4+Lo7cBcHWdUgSCYdG2v5vLKmt1lvxcSRkPzVMY7+rhwYSgzFib9Mibp/h4EM398USv5+8rtEdtRadGnbQNVUVHWnNrbfxvxlt9724C2Mrxbk4iKIeNaQT+UHQeORTV/xrhsBNABHlEFgkUenT+dyRWfJLPp175RVBAdcF5FGEQnKXcMY/m57c+prZxBklmTZjhjR0tPx3SgOAkgqSCTA826CThlNbyD0mkeoi8TNWM0FTVngrkJKiY7Ox6/DwH05Z9/o12E4mSZGMRaWNG9Bhsa0aNZOOACO7PuYyzerN91SOmd62z0wjY5Ub6IXWYldkEAXeencGHI+zjJAT49pqe0yKnpyv/0CrWzq2q3d2xydtQ22PPIWQUyY3RmJAGQ1Pq9kISDZKZunMNcvEzu6vuI18YNaCPPWhLizLJbdr2v/HDtEeI26YXzqmDDIDrxXAbelGF5qTwkkqJJMxdGiJfIxECzIU2DCThlNbxN1xb1tNuNLFlzebShLY0gEEr3p5uC78j80mVWupUpMvY7Vvq99vX/HtlFjp48pXSorUFM62R8ysL1Urv6WdK7dY6SFyAEOC2s2L1mDrhY90FQ3ZodrtPahc9h9UWu7HKuLN2wV/s+7INrzGq7XBjyPk5ygMO7NfOdjBs0+nU0rF3ddg6FTOBMSAIg6fF74xmnwdwY0qz43MXr9qimuLRJ4hes9wbj3gL/9rQPpcFI8mAQnaQUp8HIoFZ2NX4rPsftpNPrExmSuWSafrO1RHdIlybyxoa9apz1Swl70O0Pz1+e0C8qY9J4/HRHiQqgR8xbQ6K0nysiUxTRABoRJw3tG9dRQUXIWpjHc53WNWztzvlrMkoaiSQGpyxENxmKxj5uZIeeuqGn0oOGjcIPyZ88WNnu0dKTMu6FVbbvcxr/mUXpH7/z7U1fydeHT8jlnRprkzf8IOOmvT+ISK/WZQtDugaqeL6quESu7s77PHFvV+ZxL55x2qpzbq2QAw8v3iSPLtmkpLG6Nq/HuR7xNBE+MRYmh+YpXXTj3mLuA8B5FWEQnaQcDEaNzs7WTmYwaPk1iEXim3T6YSJDMhe/6zebF6B0WcFLyrMtERy9f2hHXls+r9jBeKmyLC3b8XzU7AKZXj5+6sq1zRnids0Yrc3qYk2unarKlD7qImZFksqhW2R3Izu0ZP2esIav4VsABB7tQBDIT+M/0YMqhV+/+pn67p9+54uIZoeo0NpRciwiAO1VGbdwZr3pWPH42qe75faB7aT0+9Py4KufRb1v69ffquvGS38LyUy/V1chpEuQwzU2rVxyi3M94lWifGIsFKHqM0vUmItr5IHhnZT0EbX9CWAQnaRloFq746D2tRsvaknnLwBksh418Q9+LdO3LkCNG5BrG1hCcBRSHMgk9svfFxTiqdjB960LdIOQafy0a0hnzRDXNWO0Mqqnvc2Eq8pssoJxTKu3lbDJHakQdovsCISaG4PqMBYQzYtIeJPde4wKELsFLFbM+devxGIevngne/GqjBvGcyyCh8xBHQQjQ6J6BmCxwPp3/fHtL2TmsrLFAyalkGT7vVHJUjEGZ871iFexW6DHmGueP7EqjRgwiE7SNjHS0blZXX4jPiTeSWYm6lETf+I3h8iuMZTT3IXXlr/tz032rfEdx8oQR7D94LGT2maMVtBo8d6rOoaPwTq+YzJeK7uqTFywVvt+u6A/IU7YVVN8uvOgLFi5I2Kcs2sUaka9bmOLCFIi4OhUAcKKOX+gGyfdjEFelXGzG/dnLN2sgujQe9fNpxioJKnwe52qIZ2gP0q8iGHHOma+/YU8Wl7RRojZ/yQkJbjRsiT+A5NMNPkaM2elesRzJxuATqnR+NAPExlCvIQ20zhUVsVjB68tf2MExp0wvmMjQxzP7SawCKBbb8O6z8e+894vchzfL2jTQC3gWME26FITYr734zEWdtUU860B9CyRGf/R1VbP38m+8fThUV2kYPJlthm7dhVzbv4G4s1xMt6Km3QBG9v/3Qnt2IprwWgE+f7ky+S/hneyDVQSkop537wYTUbN0B8lXvRNwBibedSLH2/nfZ9EwSA6SRlusunq18xO1eGQBOB2konnjyzeGHa6rpldINf0bB4O9PhNj5oQLwUKcP2g+aMd0ETnteVfYgXGwU/6tFL3WIy1KNW+7sIWtvvqbsMoV7XaFZ7PWV7kOL7j2JARaT0ybKPNEbcL7eYgu9tgKOzx/v+LlDmye9+EQe0i/A3Y50/6tInoEWAN8uskjxic9M84CVtwE1NHxY2XFkaM6wUVPrqx2tqrYni3pkxKIUnFPD7q5n1zVxS5GrM51yNe9k1a22Sjw8a5KEmsUM6FpAynMnMDZq75CzeyLKohnqk5EsB7MHFZNKGvHC097Ss9akK82BhKZQSb9FPNdGtePx2HShIoiWXomC5et0ceXrwp6vUXPtimfmLpRduBhnWThuYp/XzDrm4Z0EbmrCiKWYqN45o5pqeUHCmVBrWzpZepgSkJNm76n+gkU2CLkK2IlXhhlXaZOqKz/PrVjVH7Pf1Oocoy69eukfIzzfap+/1gkqYRKbMovY2u2aFxr/S6vASuFSzcWP1lYIzruiCk35ukE2/7Htbx8VZNDx5UR9w2oK2SFtRda3jfUzf0jBp7CfGSbwKf445B7WTWu4UR+/K+T3QwiE5ShtXRszqIzFzLjIURTGT3HzkRzuxRDfE074UNIIDulEFLCNEHCvKa1JGPi0vkwjY5YT3fyUPzyhqPmaDz533c6i4bWYePLtlk30i2gseAz8NiS/7kwSqgVCu7iuwoORYVlLfak+7YOUkmbhbawSfFB7TNIGNpWesWixDIaVi7uu1C0vyPdsiLH++IuL60+usOv59VPf7SezYH1Y+WnpT5K7fL25u/idgf4xbGOy/3i5p5Y09peHZ124QTvzZJJ972PZyyzq3zvuHdmsjYAW2UDeZv/Ub+9G6hGpONRZ2ruzdLw19ISHzSmCdPn5Ypw84s4nNRktjBIDpJKYajN+n/1snyrWUaVGBo1ybsJJ8BCyPG5PXO+WtsMxYqGtyLt3kpIUGZ+EwakifN6teQWtWqyqgeTeXVtXtss9aI/zJ1dWMuGi3GaqgYL1j8xJi8/cCR8DFlOWRBxnvsJHjoFtphR+t2HpQfz/1Q6x+4CaDPvam3jP/LqqjP3XnQWZbDbKPg9XW7tRNpO1jV4z8wFiEj3S5IjW2QGDQCiKn2NWP1i4Jdu8ng9VuTdJJe3Ny/7fpTjLmwldKJDr9XIq8hJEf9pG9rLuoQ36kjzF1eJO9PuUxJHHJRkjjBIDpJORt3H4oIoIMl6/fKpztKwhmVxH8LI6uKS+SuF9dEOGSQAtDdpLAtnuCe20xNQoI48Zm2dHNUkOm2S9qqrCBOqv0viWVXiTBqdkHMgGM8GIuf+EzjY/GIbTM1pdgzl22N+9hJsNBJTSCb241Uix142/GTp6M/d0jZ58b6WKNhLjIqdcdgvQbC20XY/NyHxApSmwOIB4+dDNtmqnxNp35RXAgnqbQ76/3bLtBoDqAbWIPwXNQhXmfo+U1k8fq92sbNWAiiH0ucCFRj0eLiYhk3bpzk5uZKzZo1pV27dvKb3/xGSktLI/bbvn27/PCHP5TatWtLo0aN5K677oraZ/369XLppZeqz2nevLn89re/lVAiZ7MZCoKh415YpX3tk+KSlB8PSQy40TQ4OzvKqcLTC9s0CDecwYBz28BceX/yZa4nJm6blxLid3TN7SrSoBkvz13xZeIPkKSsUayuSsdsH1hwnn5t1wo5cU79v2BbUTIZIVFSAuYJxTPvFcr8lTui3o+/JZ4KI5L54F4PmaAF4/uox67N69mOYW4aQRoLPgePnpQ/3NBdZo3pWfa5Lew/1/o7zA1zrdceAqeqWa7pYPDfaWyW60vc3DONAOJ00+JOqnzN2tlVtdv/e2QXZddMGCHp8j2MRVDruGx3PbHxMvFTQ1FrAB3A1unDEjcEKhN98+bNcvr0aXnmmWekffv2smHDBhk/frwcOXJEHn/8cbXPqVOnZPjw4XLOOedIfn6+7N+/X2666SYVIJ85c6ba5/Dhw3LFFVfI4MGD5eOPP5bPP/9cbr75ZhV0v+eee9L8V3oXIxhqxwVtmIXud4dMp0W6suiAesRraBZ2+6Xtkp6pSYjfcFtt4aZBszmbgteIDzN1h3RU457xulPzQ6dOosZLagJcnl2LoPsvBrWTP71X6DoT2Dqxxr0cwSYdtw5oS5sjWjs3bPnrw8ejzBZ2iea0LXJqyqhZBRGvGQEc8zb836jAMa4HVGe4RWf6Dw7vJMO6NQ0fJzIqV28rUdcNG+L5F7f3TNhgOnzNI6WntNvbN67DsZQkDbcNaTEO2jWtt8IePMTvlUlMhyVuCVQQfciQIerHoG3btrJlyxb505/+FA6iv/XWW7Jx40bZsWOHNGtW1gTjiSeeUEHyRx55ROrWrSt///vf5fjx4/L8889L9erV5fzzz1eB9CeffFJ+9atfSZY5fYW4ygYZ3as5pVx8Dhyv8ZfkyrMrirSv46t/7I0tMqJHs7gmBnaaqlwpJqki2Rqp8WhLOzVoNsNsCv9gbgq3btfBKDkBvGbX/NDOAjBGLprQVzVvxlj52qe7w1mWs98tlEs6NJL8L/Zp78lwYbJCZQsxuok1roWQjc1BQogQO4zFIGuzWtjY8G5lPjeywK0LRrWyq8rEBWu1n2mMl8hKd4OxsGQ9BgTQAao9jLF+eDcu1Psdt/dM3eJiKnxNuyA/7gWQFCAkWbhpSOu2kiNemU5C0oEbe56XXywPDO+UqkMiPiVQci46Dh06JA0aNAg//+CDD1RQ3Aigg6uuukpOnDghq1atCu8DKRcE0M377N69W0nGEPelY+CmPq3liet68LRlAGMH5Gq/YwNMYKCdXpEJECYzgBqRJJXyKUbZ35g5K9Ujnicap2qLWPIIaCSqY/wlzAj2ExjnMIk1a0UbwcF/b/xKqz9qNw/ASDluQBtpXLdGOAijtKLL34AH9CXBc8hrTRmWFzG+QiYGjZUM+Q1rRYTdvXzysDxOoElcGWCwIyz2mG0M/4fkG+zPkH67wCQLpwPjZZWsrCjZAUxydJIFk4dG2jyCP2g+meyxnqQHBAqnjuzsuM+ADuek3Nc0FugRwLfy2NItlC0kSQf27aT/bHe/t46zL0/oR+kh4nns5LPMzM3/UvXpizU/JMEmUJnoVgoLC5VECzLNDfbu3SvnnntuxH45OTmSnZ2tXjP2adMmMtvKeA9eg+a6FQTh8WMASRhw8uRJ9RMEGtU6S+69soM89ubWiO1/XblNxg1oLU3r1RC/YnyHQfkunb7jh0d2lv96daPtSi+ajx4+dkJ+1LuF68+9tkdT6ZubI9sPHJVWDZAtUSPw57qi0FbL+N9VO8N2igkC7NZqk3sOHddmAMMWEzletahXPSoTDc+b18u2tXNca+98c1heXbsn6jXMd35ycYuMuEaCZK9f7D2sXUx58NXPXDc/BNiGiqC5+UXKrlvm1NKOx2Xa+UXy7j0DZWjnxhHjK2jUqq723J88+b2M7dda/vz+tnBW7/1XdZBb+rYKxPfkRJDsNRH2jeffHiuNOl8Y38z2F8u3wPWwbf93Edtglw+PKgucmsf6/x7ZSY31Q7ucsXkw6InlSR/rvURQbNV8r7fDuN9e0KpuynxN83HpYpQY+wu/OqxsnwTHXr2GdezFtXJl58by5mdfhxuP4/XOTc7md2OC9upNDh+N7HGoA3ZuyMrZzQ8zDdrrGdzeY7JCGdANc+rUqfLQQw857gPt8gsuuCD8HFnjyCbHz9y5c8Pbb7vtNtm2bZu8+eabEe9HEP0vf/mL3HDDDXLllVeqQDm01Q127dolLVq0UFnqffr0cX2M8+fPl1q1gtOEa+uhLHl6Y/Qq4J2dT0mHer43RVLOwRMi3xzPku3fiby2HTkKkVOELAnJ1F6npP6ZYg5CUmqfU1dXlZDJLnU2uWZfljy/NTXj1QdfZclLX1ZRx4Rjub7tael7biiuv6GMkIxodVoub87x1G/ov9OwqnkYwz6Ofq8fX637/vL8U/L7DTpbKePmDqfk7Goi59QIxRyTrXY6uGlILm16mmM5qZB9x+ML4P1F35a998AJkX9uP2OHP2x1Ovxc99mGT2Jn4/RNMxP7++QZzPdbq53EsptkjvX0k4mXSNW1QUi67wkci4PN0aNHZcyYMUqtBDLedmTE8vadd96pgttOmDPHEUBHU9C+ffvKs88+G7FfkyZNZOXKlRHbSkpK1KqEkW2OfYysdIOvv/5aPVqz2A2mTJmi9NLNmegtW7ZUAXmnLyjTQGbn7E1nsn2kfJXvumGDfZ3tA/v417/+pRrOVqtWLd2H4ykuW79X7v7HuohtuHm169FHLs49I6VEUgNtVeTDLw9IaPUnjjaJLLG/fLgx6vwla7waJiITDh2PygaO528oI0uu+8HFGXNtBc1ej5xTZKnWinb0/3B9dxl2fhNlA6/N09lApF33uqiPXHPWLlmkqVoAL2yt6irjBvfvXz6xPJz9js9+d2+WTP3xIF/fvxNJ0Ow1Xqq1slYAdXGV4YXx+CFL5dC91zUKj5fb9h+NuhZ0fgZsGPu2bhg5xmL7rI1nbNu48vzumwbdVu3vk+WyV/1by8/6llXCmm0Mr/Vv30AKCg84Vqsl9rjK5IjOjMXuro2gEAR7JZkD7dVPfvYZyqqCswIXs6C9SpRaSCwyIojeqFEj9eMGZIwjgN67d2+ZN2+eVKkSKQuPwDoaiO7Zs0eaNm0abjYK/XO8x9jngQcekNLSUpWhbuwDHXWrzIsB3m/WUDeAIxAkZ6BVo2pKc3DKwvWqaRnOPp63alRHMoGgfZ9uuLhdI21j0Hbn1uW5SiNBttX2Tera2uS+o9/LJ8UHtOXfyR6vMD66/ewPi/S9BeD6ZeK1FRR77dHK2UmHDVatWlXZqc6OrcCu69TMllc+1QfQgfF2fM6Dr26SwZ2aaPVRdx46pJXj2HWoNGPu4YkiKPYaL2P65Cr7cmpkZwWapObx2LBT6PUPOK8scaVatbNi+hlGU1Nzw1JDi71ate+jf3FW2edm+veYybaqGyPx/KkbekrvNjnqOTTJS459H2FjeMj/4kD4PbHGxkQcl8GsMT2lV2vICLFBY9DslWQetFfv0fDsGhHNxfF/9Enp1qK+1MquItfMLghszIL2Kq6/50A1FkUG+qBBg1QG+OOPPy7ffPONyig3Z5UjM7xz587y05/+VNasWSNvv/223HvvvTJ+/PhwxjhS/BEQv/nmm2XDhg3y8ssvy6OPPqoyzbPKG9KQGBiniacr42FjUOIXmzQay01csFY7uZ05pmdKGyfZNT7F89nvFmrfM35gLiffPsapiZfh9N85f42yU9ir2Y6t4HPuH9pRjpSecgy06xraWm0Pj/u/O6Ft0ohgKCGJamRXkcbLsfwMa1NTo2mvYd/4HdZLBGKXds2diT/Q2QWeX929WUQjWejfxhojnZp9x8I6nuK4xg2I7p8VKrc72KPuvs9Gd4QQUnEMXyCi6ixLZESPZsov6d4yJ+UNpok/yYhMdLcgW/yLL75QP9AvN2NIwyPDa/HixTJhwgTp37+/1KxZUwXNEXQ3qFevniopu+OOO5TOOhqPIoBulmsheuwmMgPPO4cDVAaDwCO+43iyzwhJpU0CTKjtJtJwpJAdliqcsiZ1AR+A/cb2j56YE/8FfXBfRNAGmQ43XNxSOjWpK7957bOoeyeycfEDO0YGzdHS05K/9Ru1yIJ9ZizdLJOG5MXMWDfb+bqdB+XHcz8M2941PZvLy2t2hWUOMLeAy8TJBUnlwpI1M8y6eOPkZzgF4rGf299B/IfZLjBGYlHx0x0lMnnhmUCKmzVGjMV4v5t5DuytdnZV9bvW7zqkxmHrvfyWAbmqsbNVQuiuF9dE7Wv2BzD+Imvy9oHtKnxOCCEkiOh8ATyf936RPDCsrBE5YxbEDYEKoiNzHD+xaNWqlbz++uuO+3Tt2lWWL1+ewKMLBrEmMiRzwffL75h41SaR4eUUQE9lJkKsxUZMznVMGNSO11gGYDjw8/KLZW7+lzJ/5Y6I0lPrvdOc1Qvb+fHcwgiJlsfe2CKThubJY0u3qPeo/JryQLj5/7BzZK4bAR/j/QtX7wr/TqXXGxJ5mpIDJAUYAUmz/TqNx3Z+RqwguXXxigtEmQW+X2SehwPRLgPnZiBBiTJ/84K2FXOwW/sZlnv59NFnbM44pvKcrvC+eU3qRHwmXp+2ZLMcPnpS7huSF+dfQQghwUXnC4A5y4tUEpLhPzBmQWIRqCA6ST/M9iGEeJH1Ow9FbatSLuESS5/UCPRgfEtEoD2WfMFHxWe0Ws30b39OpX838Q4IoJs1eq3oMmXtbKdb8/rhjHXjPbr/696vCyYhkMNFUZLKahxUVECzNJ5qNvPYHCtIzuyzzMW6MG03xP33yC6y48CxiLHXjFP1rPV32AH7W72tRHJqH1Gfg4XL6Us3h4Pn1n0/Li7Ra6e/Wyh1a1VjRjohhMThD9xwYUuZ/9GOiNcwxCJx5YHhnXguiSsYRCcphdk+hBAvOlaYxFqZNCxPhndrVmHZlUQvNpplNnS4KTUn/sAumG3YhV2mrNNCtTWzxu7/bqRfJi5YI0dKv09pjwASHHTVOKiowEKQ2wC6bmw2LyTFk8lO/I2bxUFkgndrUU/aNT5bhndrIovX7ZU5K760rQCy2omb32Fwx/w14d8J7N6GsfvCNjlhCS0rqBoa0b0ZbZYQQhyIVSUEsHg6dkAbjqfEFQyik5TDbB9CiJf4c36kLqkBsnfT0eNBt9iostWWbHYsQYceNsnsktNfDGonA9qf4xgErIwshfX9drIH2AbbZz8Tkigwnn5SfECysrJUn6LKSP/Zjc0IokP+KFlVRMRf46kBxrkBHRqpBqOhGMFtcwWQ2X7wE69MjNO+xtiNRnfQQIeEixX8PZTDJIQQe9xWCXE8JfHAIDpJC8z2IYR4xblCcy8rmAzHaiqXzB4P1mZozy6PzogzwyZ4mQXsB/IV0ywVEv/z7pfykz6tHe1Lt1DtJlho7BNLYsCAEw6SyCwxc6NH1cBWE2Rct+tgRBC8MmNzMqqIiDfRLQ4Cs4ms2Lov/H+7YQ92YixK6uSGEgE+66kbekrLBjVVY1KMy2giCg10SLiY4X2fEEKccVslxPGUxAOD6IQQQgILMh/tMm3RiMwpqJLsHg9GMzRzcEkHm+BlJl1b1Iva5maRxhowdxMsNO8TS2LAAJ+VKFsnwQX2ah3j7GwPzUXdyFfEGpuTVUVEvIuxuLiquETuenFNhG24zR7/Yfem6jN09gNplXibldrdyyGVhSam5jEbTUShgW40fuZ9nxBCnMFYvf+7EzGrhDieknhhEJ0QQkhggXSAHVMWrpe8JnVUNpgugzfZPR6Mibqd44cjn3ljT+ndxrnxKfEnFVmkicqOHJoXDrrYBQvdNt0zg8sGtk+7I5UFCz5ug49uK31ijc3JrCIi3gXfbYOz3WuXW3l17R55be0eGX9JbtRnVFZM7cHhnWRYt6bq//2nL4sYsw1fBBnpWERy0vUnhBDiTgcd/L/L28tleY3DlT8cV4kbGEQnhBASWHq3zrHNUMCkeNTsAiVpYZfBm6geDzq5jVgliHip4dnV6fBlKPEu0thlR8YKFsbTEG9svzZyQZsc6dWaCzckMdhpSStJF80iEuStCgr3xdQxdxqbk11FRPyrjx4LvA0ScNbPiFcP3QxsDwF02ChsWxeghy8yvdwHYZCHEEIqr4MOH6NW9llRlT+UdiOxqBJzD0IIISRDwWR08jB7LdOQJYMXjpnuM6DTW9GJLbIlkHk2Zs5K9Yjn5sm+E9AIJpkLHHk0Q1wwvo96RFAQQRadHeqC4WZ5FrtgoRs7M0AAfXi32HIahLgFtjR9dNcIO8XEFtswmYW9GnY7qmczNdnFWNlv2jJ5dPFG7bUQa2w2FqjMn53IKiLiXazffUVAUHtA+0YR2+INoBu/3Wx7sOUDR0qjxmz1+Q4+CCGEeB2MXXb+a6KxSw4Zc1GrsL+LRzRtnvFGdLUmx1kSC2aiE0IICTQokcYM2NrE0Uoyyv1jafNCjmPaEvvjcqsRTPzfiDuWtrlddu39QzrKY29ssc1m12W84z2qsajpOBBzQgY6IcnUqzbszLBRc4NlI1sM4OHZFUUyN7+oQpljiaoiIv4D3z3kUYxKMzt01RDG9vwvzjQirQj4jKfH9AzburUvhS6znZJDhBA/YVTZrt91KFwZmYpsbzt/eOLl7dWPcd+ntBupKAyiE0IICTy3X9pOmufUlDvnr7E9F8ko94/lwHVtHt1c0m5fkrm4aYRoLLpYG89hojKih7OOri6gWL9WtaigPe2MJAvY1tXdy7JxMS4a24wfncyF3bUQz++kTQcT6N/qAuhVyjPNjfETdjXv/SKZs7woHNTGo1Pw3Q34HQ1ql8mx6fpSYMy1/g42cyaE+F2T3OjzULv6WUpSM1n34HEDcuW5/CJtI2bz79TJe6HKF1VshNjBIDohhBBSro9up5Xqttxfp23uRCxt3lj6rdTxDQZusmUwYTEC6MhiRDa5kenjJlho3YeZuiTVOFVbOI2F8S4mxjtOk8yjdnZV7fY5N/WW4ydPy+lQSC5o00DZx9j+uUoH3W3gHIH4H/ZoqhqR2mG+d9tJcVnB71/++TfU6yWE+FqTHIuISFpKRla6tarntoG5agzX3etV8smQvKhKZFb5klhQE50QQggpd6au6dlcey7uH3omIBmvtnm8v7N/+4a2+q1GmTegjm9w0OmWw4GDxAXQZTJCwqWyuo6V1fsnpLLVFoYNG2NhlUouJlZknCaZmYmuY2XRAZm4YI1MXLA2bB+xmi9b78uThuXJFZ2b2O5vvXe77UuBQ6BeLyHE67htWJ9oDXKdL/zcimLH93RtUc92YZ4QOxhEJ4QQQsqdr5fX7NKei+lLNsunO0oqHACK53cu37pPNc3D5B2vt2xQS34xqK3SZjV8UmRWoNEkO8gHtxkeMnmgEW0X5IlnEpDKhk+E6HBjwxjv3p9ymdx2Sdtw0DGexcSKjtMkIAuTWaJkW6z2gax1pyD3zBt7SsGUy1QDaFQAoSIIWZbW4PqUYXkya0xP+cMN3ZVMjN347vS7GNwhhHideBrWJ3JMs/Mj0G/FzsfVHSurfEksKOdCCCGExMicwGY0IZtuU3ZY0eY0dr8TmyYvWq/+Y33ZyKxAeSIJdjM8Q1vy5Tv6RTWiw3M32bk6CQ0EeCh3QVJJLGkrA4ynDwzvJGMHtIm7KSibiBGnhsq3DGgjc1YURZwkvHa09LTaVydPgHG2d5szur4/nvthRBakaiB6Y0+1D6RYkOWukysyy2dZm+iaYXCHEOJ17BrWN69fU+56sWwMTMaYpvMjMAYbv1MnH6M7VrcL8yS4MIhOCCGElDtf1kCkmZBDAzu3ASArTjq/TvqrbCgaTHTN8JCR/tLHO6N3dpEFpMvMNS/eJEOvkhAd8U5kY+n863TPKzpOk8zE2vcBGI3orPYBWSu1iDmrINJHyHJepMHTdTsPqSC6m+bQxv/N14L5WBjcIYT4Abu+OkdKv09awNrqR0ByAyOo07jrdKyE2MEgOiGEEFLufE0elifTlkQ2mHETvK5oJoPxPqcGPDoY+Akmdgs9Cz7aHl2xEJKYlRCrtpVEB31Mz+0mHIQkg8pOZI3A+fqdh2TGG2VNds0LQcw4I7EWY9T9eOF6tTiJAIz5Pq4WMSV6vFy9rURyah9Rsi+68Xlu/pfStUVdR7ki84KPIeO2aEJflQWPzHQ8MrhDCPEL5oVsADkV/D/RAWvrgrn58/cfOaGktazjLsbs4d2if2/INo2KkEgYRCeEEELKuX1gOzUDnr50s9aVcgpeV9QxxPsOHj0Z1R3eCZRFMqgZPPCdj78kV561SA4o2QBo5seRYQsZl8kL18f8nax6IKkkVoa5G1kiM9aFIGackZgYkfAsF1IBWaKCNEblziUdGqm+JlYbPHTspPZXvf/FN/LjuYXhBR80GkefFDvpAUII8Trm+7ExjBpj5LgBuXLLgFxV3ZPI32MdLxEQb5lTU1vtizH7uxPfh/d1+hxCdLCxKCGEEGLi9kvbhZuEoRGY0ezLTXY5XoNjaLeProEj/o+syXjo1qI+v7OAMnZArrYJ0uSh7m3VkHGxLhThc60qMKx6IF7Cbgx1quaxNi6LNU6TYBKr8ay2Aaipbwn2z/9in3YMrVezmvZ3znq3LIBuvH/h6l22v58QQvw2juLBPEai70S/acvkmfcKK9XQXjdeo4rod29ulv7Tl8mYOStVbwksTFp9ZrzFGFvZcJxUBGaiE0IIITbZkAi0jOjeLCFlh3aZDk4NTXUwqBls7CQpYEtubBUThtfX7dba3FM39EyqXiUhlaGiYyjHTOJGDmD/dydiNgg3VzLs++64TFywNmJ/vP+2gbmq+bd5DL2gTYOojEhkssW697MSiBDiJ3QygVbwslF9W9HMb919HzJcs94pPPM8JLJo9S757agu8uArn2nHVmSsxxr3CbHCIDohhBCSBHkBM3aZDpiMx2poaoZBTQLsJCli2aqd5IVhW2h+h/ezwRLxGnZjKJo9fvH1t7ZjKMdM4oRVdsBqR7oFGGOc/XRHifYzh3dtKmP750aNz9bFT8iyGdr9TqzbeTAh0geEEJJM3MoEmqlo7x2dvJYOvPz62t2OTcXZcJzEC4PohBBCiMuGNRVFlzFhZDpgcgwpDidNdEzsnx7TU3q1LgtyEhLv4g4CPpjcuAk0JmLhiJBEYjeGjpxVELWvClAO7SjdmtdnM0YSl+yA3bio8wXQaFQHmoDqxlDd4mf9WtUiAuuXntdIlm35JuJ9j72xRUb0aMYxmRDiWexkAs2a6HZUJPMb+0KqBRJYsVhZXCJ3Dm4nf3r3S22Vpa66kz4wcYJBdEIIIURDIhvN6DImzFkQ0GGHpzljqT4rbfKwPBnerRm/J1Khic2f84tk7ooi7STmweGdZFi3ppwwEE/jNusME/ZFE/pK95Y5qTo04lPsZIBgQ/89qovUr5UtvVvn2PoCse7rOqzBdXNgHRnnaGpuhdIChBC/jqcTL2sv3VvWk3EvrEqo5Bp8WzRhdktOrWzJnzxYK3nIhuMkXhhEJ4QQQtw0rFm0XmplV1XapvFmKNjpWJs/5/aB7ZSm9bz3i2Tu8iKl7QfN1ElD89RrhFS0tNYu7gg7ZACd+AHrGGoXUA+VZwITEgslpZYlErLYEZ4++Opnars1i9IqPVCZDEZzdjuCOj+e+6FtpVC8ASZCCPHCQvdTy76IarZsZVTP+Ctt4u0ndUG5XKHd72EFJokHBtEJIYQQNw1rQqKaiJkz0eKRe3GT6YBtDwzrrNVTJSQRpbUGWKBhySr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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(4, 1, figsize=(15, 15))\n", "\n", "# Plot the observed and simulated range\n", "ax[0].plot(\n", " observation_times_year,\n", " observation_vals / constants.ASTRONOMICAL_UNIT,\n", " \"r<\",\n", " label=\"Observed Range\",\n", ")\n", "\n", "ax[0].plot(\n", " observation_times_year,\n", " simulated_observations_simple.concatenated_observations / constants.ASTRONOMICAL_UNIT,\n", " \"k.\",\n", " label=\"Simulated Range (Simple)\", alpha = 0.7\n", ")\n", "ax[0].plot(\n", " observation_times_year,\n", " simulated_observations_rotation.concatenated_observations / constants.ASTRONOMICAL_UNIT,\n", " \"g*\",\n", " label=\"Simulated Range (Rotation)\", alpha = 0.4\n", ")\n", "\n", "\n", "ax[0].plot(\n", " observation_times_year,\n", " simulated_observations_lighttime.concatenated_observations / constants.ASTRONOMICAL_UNIT,\n", " \"b+\",\n", " label=\"Simulated Range (Rotation + Light Time)\", alpha = 0.3\n", ")\n", "\n", "\n", "ax[0].set_ylabel(\"2-way Range [AU]\")\n", "ax[0].legend()\n", "ax[0].set_title(\"Observations\")\n", "\n", "# Plot the residuals\n", "\n", "ax[1].set_title(\"Simple Simulation\")\n", "ax[1].plot(observation_times_year , residuals_simple, \".\")\n", "\n", "ax[2].set_title(\"Adding accurate rotation model\")\n", "ax[2].plot(observation_times_year, residuals_rotation, \".\")\n", "\n", "ax[3].set_title(\"Adding first order relativistic correction\")\n", "ax[3].plot(observation_times_year, residuals_lighttime, \".\")\n", "\n", "[ax_i.axhline(0, color=\"k\", linestyle=\"-\", zorder=0) for ax_i in ax[1:]]\n", "[ax_i.set_ylabel(\"Residual [m]\") for ax_i in ax[1:]]\n", "[ax_i.grid(\"on\", zorder=0) for ax_i in ax]\n", "ax[-1].set_xlabel(\"Time [yr]\")\n", "fig.align_labels()\n", "fig.tight_layout()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "tudat-examples", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 4 }