{ "cells": [ { "cell_type": "markdown", "id": "eee4e4eb-adf3-445d-9703-a632b3f98683", "metadata": {}, "source": [ "# Tutorial: Model a vertical abundance gradient\n", "\n", "In this tutorial, we use a public catalog of metallicities of red giant branch (RGB) stars from the [APOGEE surveys](https://www.sdss4.org/surveys/#APOGEE-2) combined with astrometric data from [Gaia](https://www.esa.int/Science_Exploration/Space_Science/Gaia) to fit the vertical ($z$–$v_z$) gradient of [Mg/Fe] for stars near the sun's position in the Milky Way disk. \n", "We will use astrometric data (sky position, parallax, and proper motion) from the Gaia Mission's [Data Release 3](https://www.cosmos.esa.int/web/gaia/dr3), and spectroscopic data (element abundances and radial velocity) from [APOGEE DR17](https://www.sdss4.org/dr17/). From the fitted model, we will visualize the inferred vertical acceleration profile, $a_z(z)$, in the solar neighborhood, and compute empirical actions and angles for this sample of stars.\n", "\n", "We assume that you have read the relevant parts of [Price-Whelan et al. 2024]() to understand the basics of the Orbital Torus Imaging framework.\n", "\n", "This tutorial depends on `torusimaging` and its dependencies, along with `blackjax`, `matplotlib`, and `pyia`. You can install these packages with `pip`:\n", "```\n", "pip install git+https://github.com/adrn/torusimaging matplotlib pyia blackjax\n", "```\n", "\n", "The data files used below are available through the [SDSS data release archive](https://www.sdss4.org/dr17/irspec/spectro_data/) and [Gaia archive](https://gea.esac.esa.int/archive/), but we provide them for download here for convenience:\n", "- [APOGEE data](https://users.flatironinstitute.org/~apricewhelan/data/surveys/APOGEE/DR17/allStarLite-dr17-synspec_rev1.fits)\n", "- [Cross-match to Gaia DR3](https://users.flatironinstitute.org/~apricewhelan/data/surveys/APOGEE/DR17/allStar-dr17-synspec-gaiadr3-gaiasourcelite.fits)" ] }, { "cell_type": "code", "execution_count": 1, "id": "b92dfe62-35f8-4674-b4fc-15c72f78cf52", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:38:29.044693Z", "iopub.status.busy": "2023-10-21T19:38:29.044489Z", "iopub.status.idle": "2023-10-21T19:38:31.387117Z", "shell.execute_reply": "2023-10-21T19:38:31.386657Z", "shell.execute_reply.started": "2023-10-21T19:38:29.044672Z" } }, "outputs": [], "source": [ "import pathlib\n", "import astropy.coordinates as coord\n", "import astropy.table as at\n", "import astropy.units as u\n", "import gala.dynamics as gd\n", "import gala.potential as gp\n", "import jax\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import torusimaging as oti\n", "from astropy.constants import G\n", "from gala.units import galactic\n", "from pyia import GaiaData\n", "\n", "jax.config.update(\"jax_enable_x64\", True)" ] }, { "cell_type": "markdown", "id": "6aceb546", "metadata": {}, "source": [ "Note: If you would like to reproduce this locally, download the data files linked above and update the path (`data_path`) in the cell below. We start by loading the APOGEE DR17 data and the cross-match to Gaia DR3, and join the tables using `astropy.table`:" ] }, { "cell_type": "code", "execution_count": 2, "id": "c4d0c49d-3072-453f-9e2f-c67f9fe0d42b", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:38:31.388449Z", "iopub.status.busy": "2023-10-21T19:38:31.388243Z", "iopub.status.idle": "2023-10-21T19:38:39.971374Z", "shell.execute_reply": "2023-10-21T19:38:39.970459Z", "shell.execute_reply.started": "2023-10-21T19:38:31.388441Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", "WARNING: UnitsWarning: 'log(cm.s**-2)' did not parse as fits unit: 'log' is not a recognized function If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html [astropy.units.core]\n", "WARNING: UnitsWarning: 'dex' did not parse as fits unit: At col 0, Unit 'dex' not supported by the FITS standard. If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html [astropy.units.core]\n" ] } ], "source": [ "data_path = pathlib.Path(\"~/data/APOGEE/DR17/\")\n", "\n", "t1 = at.Table.read(data_path / \"allStarLite-dr17-synspec_rev1.fits\")\n", "t2 = at.Table.read(data_path / \"allStar-dr17-synspec-gaiadr3-gaiasourcelite.fits\")\n", "t = at.join(t1, t2, keys_left=\"APOGEE_ID\", keys_right=\"apogee_id\", join_type=\"inner\")" ] }, { "cell_type": "markdown", "id": "3058932d", "metadata": {}, "source": [ "We then pass the joined table in to `pyia`, which has some convenience methods for working with Gaia data:" ] }, { "cell_type": "code", "execution_count": 3, "id": "d4a6d451", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "645326" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g = GaiaData(\n", " at.unique(t, keys=\"source_id\"),\n", " radial_velocity_colname=\"VHELIO_AVG\",\n", " radial_velocity_unit=u.km / u.s,\n", ")\n", "\n", "mgfe = g.MG_FE.astype(np.float64)\n", "mgfe_err = g.MG_FE_ERR.astype(np.float64)\n", "\n", "len(g)" ] }, { "cell_type": "markdown", "id": "2cdb5371", "metadata": {}, "source": [ "In the analysis below, we will want to mainly use stars with good element abundance measurements in the \"field\" -- i.e. not part of a known cluster or other structure. We can se the APOGEE data quality and targeting flags to create a mask to filter out bad stars and stars in known star clusters:" ] }, { "cell_type": "code", "execution_count": 4, "id": "f2389c71", "metadata": {}, "outputs": [], "source": [ "mask_bits = {\n", " \"ASPCAPFLAG\": [7, 23], # STAR_WARN, STAR_BAD\n", " \"STARFLAG\": [9, 18, 16, 17, 23], # PERSIST_HIGH, BAD_RV_COMBINATION, etc.\n", " # Remove stars targeted in known clusters or dwarf galaxies:\n", " \"APOGEE_TARGET1\": [9, 18, 24, 26],\n", " \"APOGEE_TARGET2\": [10, 18],\n", " \"APOGEE2_TARGET1\": [9, 18, 20, 21, 22, 23, 24, 26],\n", " \"APOGEE2_TARGET2\": [10],\n", " \"APOGEE2_TARGET3\": [5, 14, 15],\n", " \"MEMBERFLAG\": 0,\n", "}\n", "\n", "target_mask = np.ones(len(g), dtype=bool)\n", "for name, bits in mask_bits.items():\n", " if isinstance(bits, (list, np.ndarray)):\n", " target_mask &= (g[name] & np.sum(2 ** np.array(bits))) == 0\n", " else:\n", " target_mask &= g[name] == bits" ] }, { "cell_type": "markdown", "id": "2a0e5f4c-377a-4a9e-977f-9de7843975ed", "metadata": {}, "source": [ "We can now use `pyia` to get an Astropy `SkyCoord` object to represent the coordinates and velocity components of the data:" ] }, { "cell_type": "code", "execution_count": 5, "id": "959d1497-94de-4af5-9975-91c98cdbf086", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:38:45.457731Z", "iopub.status.busy": "2023-10-21T19:38:45.457594Z", "iopub.status.idle": "2023-10-21T19:38:46.220749Z", "shell.execute_reply": "2023-10-21T19:38:46.220206Z", "shell.execute_reply.started": "2023-10-21T19:38:45.457714Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: negative parallaxes are converted to NaN distances even when `allow_negative=True`, because negative parallaxes cannot be transformed into distances. See the discussion in this paper: https://arxiv.org/abs/1507.02105 [astropy.coordinates.distances]\n" ] } ], "source": [ "c = g.get_skycoord()" ] }, { "cell_type": "markdown", "id": "b4c6f3cd-2c2b-4cad-ac16-edef383d66a3", "metadata": {}, "source": [ "Using `astropy.coordinates`, we transform the sky coordinates and velocities to Galactocentric coordinates:" ] }, { "cell_type": "code", "execution_count": 6, "id": "e939c5da-ca46-471d-b80a-3e2ec309322a", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:38:46.222901Z", "iopub.status.busy": "2023-10-21T19:38:46.222811Z", "iopub.status.idle": "2023-10-21T19:38:47.597046Z", "shell.execute_reply": "2023-10-21T19:38:47.596357Z", "shell.execute_reply.started": "2023-10-21T19:38:46.222892Z" } }, "outputs": [], "source": [ "galcen = c.transform_to(coord.Galactocentric(galcen_distance=8.3 * u.kpc))\n", "w0 = gd.PhaseSpacePosition(galcen.data)\n", "\n", "# Galactocentric cylindrical radius and radial velocity:\n", "R = w0.cylindrical.rho\n", "v_R = w0.cylindrical.v_rho" ] }, { "cell_type": "markdown", "id": "df2c8a4b-777d-4cd6-8985-f36f6e1cf800", "metadata": {}, "source": [ "We now define a spatial selection to keep only stars within 1 kpc in Galactocentric cylindrical radius of the Sun's position, $R=8.3~\\textrm{kpc}$ (but at all $z$ positions):" ] }, { "cell_type": "code", "execution_count": 7, "id": "b28ea0c3-d6e5-483b-8ba2-f247702ba454", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:38:47.599311Z", "iopub.status.busy": "2023-10-21T19:38:47.599171Z", "iopub.status.idle": "2023-10-21T19:38:47.640963Z", "shell.execute_reply": "2023-10-21T19:38:47.640054Z", "shell.execute_reply.started": "2023-10-21T19:38:47.599300Z" } }, "outputs": [], "source": [ "pos_mask = (np.abs(R - 8.3 * u.kpc) < 1 * u.kpc) & (np.abs(w0.y) < 1 * u.kpc)" ] }, { "cell_type": "markdown", "id": "0d6324cd", "metadata": {}, "source": [ "As described in Price-Whelan et al. 2024, the current implementation of `torusimaging` assumes that the vertical component of the orbit is fully separable from the radial component of the orbit. This is a fine approximation for stars with small radial action and vertical excursions within ~1 kpc of the midplane (near the solar circle). However, we don't want to use actions to select stars because computing the actions requires assuming a form for the Milky Way's gravitational potential, which we are trying to measure. Instead, we will use proxies for the radial action that are closer to observable quantities that we can use to select stars that we expect to have smaller radial actions. These are $\\Delta R = R - R_g$, where $R_g$ is the guiding-center radius, and $v_R$, the Galactocentric cylindrical velocity. We compute an approximation of the guiding-center radius $R_g \\approx \\frac{L_z}{v_{\\rm circ}}$ assuming that the circular velocity curve is flat, and $v_{\\rm circ} = 229~\\textrm{km}~\\textrm{s}^{-1}$ (Eilers et al. 2019)." ] }, { "cell_type": "code", "execution_count": 8, "id": "f7883f81", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "88222" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Lz = np.abs(w0.angular_momentum()[2])\n", "v_circ = 229 * u.km / u.s\n", "Rg = (Lz / v_circ).to(u.kpc)\n", "\n", "mask = (\n", " ((np.abs(R - Rg) < 1.5 * u.kpc) & (np.abs(v_R) < 25 * u.km / u.s))\n", " & pos_mask\n", " & np.isfinite(mgfe)\n", " & target_mask\n", ")\n", "mask.sum()" ] }, { "cell_type": "markdown", "id": "386dce58", "metadata": {}, "source": [ "We use the positional mask, the radial action proxy, and targeting masks defined above to select stars for our analysis using the boolean array `mask`.\n", "\n", "We can now visualize the positions of the selected stars in Galactocentric coordinates:" ] }, { "cell_type": "code", "execution_count": 9, "id": "70cdb50a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[(-4.0, 4.0), (-4.0, 4.0)]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 296, "width": 872 } }, "output_type": "display_data" } ], "source": [ "fig = w0[mask].plot(\n", " marker=\"o\",\n", " mew=0,\n", " ms=1.0,\n", " alpha=0.1,\n", " plot_function=plt.plot,\n", " ls=\"none\",\n", " units=u.kpc,\n", " auto_aspect=False,\n", ")\n", "fig.axes[0].set(xlim=(-12, -4), ylim=(-4, 4))\n", "fig.axes[1].set(xlim=(-12, -4), ylim=(-4, 4))\n", "fig.axes[2].set(xlim=(-4, 4), ylim=(-4, 4))" ] }, { "cell_type": "markdown", "id": "af29cdf0-7b9d-41f4-9ae7-f50f7d1c8ba9", "metadata": {}, "source": [ "We are now ready to model the vertical kinematics of these stars. In this tutorial, we do this using the mean [Mg/Fe] abundance in bins of the vertical phase-space coordinates $z, v_z$.\n", "As we show in Price-Whelan et al. 2024, moments of the abundance distribution satisfy a collisionless Boltzmann equation, so contours of constant element abundance moments (e.g., mean [Mg/Fe] abundance) should approximately trace contours of constant vertical action and therefore orbits.\n", "\n", "To use our APOGEE–Gaia data, we therefore construct a binned version of the data: We bin the data into small pixels of the vertical phase-space, $z,v_z$, and compute the mean [Mg/Fe] abundance of stars in each pixel. We use a helper function in `torusimaging` to do this, which lets us specify bins with units attached. The number of bins we pick here is somewhat arbitrary and has to be set heuristically: We want to have enough stars in each bin to get a good estimate of the mean abundance, but not so many that the bins are too large and we lose information about the vertical structure. We use 81 bins in the vertical position and velocity, which correspond to bin sizes of about 30 pc and 0.9 km/s, respectively, for our choices of the maximum $z$ and $v_z$ values adopted below." ] }, { "cell_type": "code", "execution_count": 10, "id": "7e67e0df-cc1c-4a1e-81ae-06c6e8e90b35", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:52:15.527699Z", "iopub.status.busy": "2023-10-21T19:52:15.527329Z", "iopub.status.idle": "2023-10-21T19:52:15.613523Z", "shell.execute_reply": "2023-10-21T19:52:15.613116Z", "shell.execute_reply.started": "2023-10-21T19:52:15.527673Z" } }, "outputs": [], "source": [ "max_z = 1.2 * u.kpc\n", "max_vz = 70 * u.km / u.s\n", "bins = {\n", " \"pos\": np.linspace(-1, 1, 81) * max_z,\n", " \"vel\": np.linspace(-1, 1, 81) * max_vz,\n", "}" ] }, { "cell_type": "code", "execution_count": 11, "id": "e8b1562b-c793-4619-ab48-d5d77e9a866c", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T19:52:31.918916Z", "iopub.status.busy": "2023-10-21T19:52:31.918242Z", "iopub.status.idle": "2023-10-21T19:52:33.337485Z", "shell.execute_reply": "2023-10-21T19:52:33.337131Z", "shell.execute_reply.started": "2023-10-21T19:52:31.918879Z" } }, "outputs": [], "source": [ "sample_galcen = galcen[mask]\n", "\n", "bdata = oti.data.get_binned_label(\n", " pos=sample_galcen.z.astype(\"f8\"),\n", " vel=sample_galcen.v_z.astype(\"f8\"),\n", " label=mgfe[mask],\n", " label_err=mgfe_err[mask],\n", " bins=bins,\n", " units=galactic,\n", " s_N_thresh=16,\n", ")" ] }, { "cell_type": "markdown", "id": "3c4e0194", "metadata": {}, "source": [ "Let's now visualize the binned data, both in terms of the number of stars in different locations of the phase space and in the mean [Mg/Fe] abundance:" ] }, { "cell_type": "code", "execution_count": 12, "id": "37ab7d6a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$z$ [$\\\\mathrm{kpc}$]')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 871 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(12, 5), sharex=True, sharey=True)\n", "\n", "ax = axes[0]\n", "cs = ax.pcolormesh(\n", " bdata[\"vel\"].to_value(u.km / u.s),\n", " bdata[\"pos\"].to_value(u.kpc),\n", " bdata[\"counts\"],\n", " norm=mpl.colors.LogNorm(vmin=0.1),\n", " cmap=\"Greys\",\n", ")\n", "cb = fig.colorbar(cs, ax=ax)\n", "cb.set_label(\"number of stars per pixel\")\n", "\n", "ax = axes[1]\n", "cs = ax.pcolormesh(\n", " bdata[\"vel\"].to_value(u.km / u.s),\n", " bdata[\"pos\"].to_value(u.kpc),\n", " bdata[\"label\"],\n", " vmin=-0.15,\n", " vmax=0.3,\n", ")\n", "cb = fig.colorbar(cs, ax=ax)\n", "cb.set_label(\"mean [Mg/Fe] per pixel\")\n", "\n", "for ax in axes:\n", " ax.set_xlabel(f\"$v_z$ [{u.km/u.s:latex_inline}]\")\n", "axes[0].set_ylabel(f\"$z$ [{u.kpc:latex_inline}]\")" ] }, { "cell_type": "markdown", "id": "1417bdb7-f6b7-460d-b94c-240c880a686f", "metadata": {}, "source": [ "A number of things are apparent from these plots. For one, very near the galactic midplane ($z \\sim 0$), our sample has very few stars, so the survey selection function here is clearly a strong function of $z$. Another thing apparent in the left panel is the prominent spiral feature (this is the [Gaia phase spiral](https://ui.adsabs.harvard.edu/abs/2018Natur.561..360A/abstract)). Despite the strong selection function in the number of stars, and the prominent spiral in the phase-space density, the mean [Mg/Fe] abundance in the right panel is relatively smooth in $z$ and $v_z$. This is the advantage of using moments of the stellar label distribution: They are much less sensitive to the survey selection function. In general, in the right panel, there is an overall smooth trend in that stars near $(z, v_z) \\sim (0, 0)$ have lower [Mg/Fe] values than stars at larger $z$ and $v_z$. This trend is what we will exploit using `torusimaging` to measure the shapes of contours of mean abundance and, therefore, the shapes of orbits.\n", "\n", "The Orbital Torus Imaging framework is very flexible and allows constructing models with arbitrary functions to control the $e_m$ functions and the dependence of the label moments on the phase-space coordinates (see Price-Whelan et al. 2024). In this case, we will use a specialized subclass of the `torusimaging.TorusImaging1D` class that is designed to treat all of these functions as spline functions: `torusimaging.TorusImaging1DSpline`. This class has an optional automatic initializer that determines the spline parameter bounds and some initial parameter values given data, which we will use here." ] }, { "cell_type": "code", "execution_count": 13, "id": "474733bd-c2f6-425e-81f0-c54c526b2fb4", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T20:02:51.450692Z", "iopub.status.busy": "2023-10-21T20:02:51.450316Z", "iopub.status.idle": "2023-10-21T20:02:51.498922Z", "shell.execute_reply": "2023-10-21T20:02:51.498571Z", "shell.execute_reply.started": "2023-10-21T20:02:51.450669Z" } }, "outputs": [], "source": [ "model, bounds, init_params = oti.TorusImaging1DSpline.auto_init(\n", " bdata,\n", " label_knots=4,\n", " e_knots={2: 8, 4: 4},\n", " label_l2_sigma=1.0,\n", " label_smooth_sigma=0.5,\n", " e_l2_sigmas={2: 1.0, 4: 1.0},\n", " e_smooth_sigmas={2: 0.5, 4: 0.5},\n", " dacc_strength=1e2,\n", " e_knots_spacing_power=0.5,\n", ")" ] }, { "cell_type": "markdown", "id": "99c06909", "metadata": {}, "source": [ "Here we will describe the various parameter choices made above:\n", "- `label_knots` — The number of knots (4) to use for the quadratic spline function that controls the dependence of the label moments on the phase-space coordinates. \n", "- `e_knots` — The number of knots (8 and 4) to use for the quadratic spline functions that control the $e_2$ and $e_4$ Fourier amplitude functions. This is specified as a dictionary, where the keys are the $m$ orders of the functions, and the values are the number of knots to use for each function.\n", "- `*_sigma` — These are smoothing parameters applied to the spline derivatives to lightly control the smoothness of the functions. These are implemented as Gaussian priors with the specified standard deviations (`sigma`).\n", "- `dacc_strength=1e2` — This argument enables a strong prior (or regularization) on the spline functions that tries to enforce that the density be positive everywhere.\n", "- `e_knots_spacing_power=0.5` — This argument spaces the knots in the $e_m$ functions uniformly in the square-root of the elliptical radius, which is a good choice for functions that increase rapidly near zero and are smoother for larger values, as we expect here.\n", "\n", "The automatic initializer does not provide initial guesses for the spline knot parameters, so we will set these to some reasonable values by hand. The parameters that `torusimaging` optimizes over are the natural log of the derivative of the spline function at each knot, so we will set these to the same value for each knot, which makes linear functions:" ] }, { "cell_type": "code", "execution_count": 14, "id": "a61e6550-590d-46cc-bf54-171de4a52b9e", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T20:02:52.028032Z", "iopub.status.busy": "2023-10-21T20:02:52.027550Z", "iopub.status.idle": "2023-10-21T20:02:52.033807Z", "shell.execute_reply": "2023-10-21T20:02:52.032986Z", "shell.execute_reply.started": "2023-10-21T20:02:52.028002Z" } }, "outputs": [], "source": [ "init_params[\"e_params\"][2][\"vals\"] = np.full_like(\n", " init_params[\"e_params\"][2][\"vals\"], np.log(0.1 / model._label_knots.max())\n", ")\n", "init_params[\"e_params\"][4][\"vals\"] = np.full_like(\n", " init_params[\"e_params\"][4][\"vals\"], np.log(0.01 / model._label_knots.max())\n", ")" ] }, { "cell_type": "markdown", "id": "47089c04", "metadata": {}, "source": [ "Let's visualize the data, the initial model, and the residuals between the data and the initial model:" ] }, { "cell_type": "code", "execution_count": 15, "id": "c2595e17", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 397, "width": 1195 } }, "output_type": "display_data" } ], "source": [ "fig, axes = oti.plot.plot_data_models_residual(\n", " bdata,\n", " model,\n", " init_params,\n", " vlim_residual=5,\n", " residual_normalization=bdata[\"label_err\"],\n", ")\n", "_ = axes[1].set_title(\"initial model\")" ] }, { "cell_type": "markdown", "id": "031f0018", "metadata": {}, "source": [ "Our initial guess is clearly not a good fit to the data, but it is a good starting point for the optimization. We now optimize the model parameters using `jaxopt`.\n", "\n", "We now create a new dictionary of the binned data, but here we filter out any pixels with 0 stars or invalid mean abundance values:" ] }, { "cell_type": "code", "execution_count": 16, "id": "9796ba2c-6a6c-4c89-9461-83f1f44aab46", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T20:02:52.566804Z", "iopub.status.busy": "2023-10-21T20:02:52.566318Z", "iopub.status.idle": "2023-10-21T20:02:52.579371Z", "shell.execute_reply": "2023-10-21T20:02:52.577805Z", "shell.execute_reply.started": "2023-10-21T20:02:52.566766Z" } }, "outputs": [], "source": [ "bdata_clean = dict(\n", " pos=bdata[\"pos\"],\n", " vel=bdata[\"vel\"],\n", " label=bdata[\"label\"],\n", " label_err=bdata[\"label_err\"],\n", ")\n", "bdata_mask = (\n", " np.isfinite(bdata[\"label\"])\n", " & np.isfinite(bdata[\"label_err\"])\n", " & (bdata[\"label_err\"] > 0)\n", ")\n", "bdata_clean = {k: v[bdata_mask] for k, v in bdata_clean.items()}" ] }, { "cell_type": "markdown", "id": "77feecd8", "metadata": {}, "source": [ "We now start the optimizer from our initial parameter values:" ] }, { "cell_type": "code", "execution_count": 17, "id": "871d06ef-cbd7-4769-a24d-a70eed6dcc89", "metadata": { "execution": { "iopub.execute_input": "2023-10-21T20:02:54.951461Z", "iopub.status.busy": "2023-10-21T20:02:54.950785Z", "iopub.status.idle": "2023-10-21T20:02:58.776311Z", "shell.execute_reply": "2023-10-21T20:02:58.775985Z", "shell.execute_reply.started": "2023-10-21T20:02:54.951418Z" } }, "outputs": [ { "data": { "text/plain": [ "(True, 1466)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res = model.optimize(init_params, objective=\"gaussian\", bounds=bounds, **bdata_clean)\n", "res.state.success, res.state.iter_num" ] }, { "cell_type": "markdown", "id": "22d02c4c", "metadata": {}, "source": [ "The optimizer succeeded! Let's now visualize the optimized model compared to the data:" ] }, { "cell_type": "code", "execution_count": 18, "id": "66c85523", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 397, "width": 1195 } }, "output_type": "display_data" } ], "source": [ "fig, axes = oti.plot.plot_data_models_residual(\n", " bdata, model, res.params, vlim_residual=5, residual_normalization=bdata[\"label_err\"]\n", ")\n", "_ = axes[1].set_title(\"optimized model\")" ] }, { "cell_type": "markdown", "id": "20d504ac", "metadata": {}, "source": [ "This is a much better representation of the data, and the residuals are significantly smaller than at our initial parameter values.\n", "\n", "We can also visualize the spline functions that control the $e_m$ coefficient functions and the label function:" ] }, { "cell_type": "code", "execution_count": 19, "id": "27d57b04", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 728 } }, "output_type": "display_data" } ], "source": [ "_ = oti.plot.plot_spline_functions(model, res.params)" ] }, { "cell_type": "markdown", "id": "67c64b6b", "metadata": {}, "source": [ "We now use MCMC to quantify the uncertainties on the model parameters and derived quantities.\n", "\n", "With the optimized parameter values, we start running MCMC to sample the posterior distribution over the model parameters. We use the ``blackjax`` package under the hood to run the MCMC, which uses the [NUTS](https://arxiv.org/abs/1111.4246) sampler. We run the sampler for 2000 steps to tune the sampler, and then another 2000 steps to generate MCMC samples:" ] }, { "cell_type": "code", "execution_count": 20, "id": "d94499cf", "metadata": {}, "outputs": [], "source": [ "mcmc_state, mcmc_params = model.mcmc_run_label(\n", " bdata,\n", " p0=res.params,\n", " bounds=bounds,\n", " rng_seed=42,\n", " num_warmup=2000,\n", " num_steps=2000,\n", ")" ] }, { "cell_type": "markdown", "id": "803833bd", "metadata": {}, "source": [ "From the returned `HMCState` object and the MCMC samples, we can pull out the maximum a posteriori (MAP) parameter values to visualize the inferred model:" ] }, { "cell_type": "code", "execution_count": 21, "id": "df6e48fc", "metadata": {}, "outputs": [], "source": [ "MAP_params = mcmc_params[mcmc_state.logdensity.argmax()]" ] }, { "cell_type": "code", "execution_count": 22, "id": "2fae9f3c", "metadata": {}, "outputs": [ { "data": { "image/png": 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p0+qWW25RAFRAQID69ddftXXu27dPxcTEqJiYGPX222872wNALVy40Jnl/i87O1usr1q1aqpFixZqwYIF+fJly5ap6tWrKwCqZcuW6uTJk9o2EhER0eVv+fLl+Y6JfvrpJ5djEx8fH3XhwgWPdSxdulQBUOvWrXP+rXbt2i51jBo1qkjbbbfbVbVq1VRISIhKT093/n3u3Lku8wWgZs6cWaTznjZtWr55FNTDDz/sUt7Pz0/FxMQUWRvzti/v+2C329W7776rIiMjVffu3VWfPn1UcHCwAqDCw8PVtGnT8tV5/Phx1atXLxUdHa369++v2rdv76y3S5cu6sCBA4Vqa2xsrBoyZIjy9fVV4eHhqlu3bqpPnz6qRo0aCoDq3r27Wr9+faHqTkxMVI888ojy9fVVFotFXX311ap///6qatWqqlevXurEiRNKKVXg3wd5/fjjj6pBgwYKgGrdurW68cYbna8rVKigXn75ZZWWlmaqrtjYWJf3zN17QUREROVPdna2s4/vgw8+yPd9n5OTo2655Rb1wAMPqHPnzjnL2e129fLLLzun7dOnj3I4HKbna7fb1ciRI53HJb/++qtL+dTUVPXaa68pACo0NFT9/fffYn2JiYkqJiZGbd++Xd19990uyxEbG6uUUurxxx9XnTp1cr5WSqlXX33V2YYzZ844/37ixAkVExOjNm7cqJo3b57vmOyPP/5QtWrVUkuWLHGWcTgcavTo0c5pb7nlFpflHTJkiLrpppvU6dOnnX8/e/as6tChg7PMTz/9ZHodFne/a7du3Zzt6tatm9iOmJgYtXjxYuXn5+csM2zYMFN1A1D9+/dXM2bMUBs2bHDb/5x3+kmTJmnb/+GHHyqLxaL8/f3V9OnTXbavdevWqcjISAVARUZGqv/++8/UOklNTVX9+vVz/lb65ZdfXPLZs2er6tWrq6VLl+b7fZZ7uysKRb3N57V8+XIVHh6uAKjnnnvO5XdDXFycc7u1WCxqypQpYlsdDoe68847FQD1wgsvqPPnz7vkZ8+eVWPHjlVBQUGqV69e6o8//lCtWrVSn3zyidv6Dh8+rGJiYtSaNWtU5cqVTW2nudlsNvXAAw8oAMowDDV58mRlt9ud+Zo1a1Tt2rXVjz/+6OybuPTf8uXLPdZ5aXvN23fhqd8hKyvLWWbChAkF/r1VHOeHcivubZiISgcvriIiojLpzJkzzhN4VqvV5cKq3EaPHq26du1a4JMn77zzjgKgfvvtN4/TZGVlqWbNmjl/6GzYsMF0+709eLbZbKpJkyYqOjpaPPG5atUq5zzatm2rbDZbgeZDRERElx93F1edO3dOWa1Wl+MTqXNw5MiRKiwszOXYorgvrrrU7nvvvdfl71lZWSosLMxl3oMHDy7SeXt7cdXWrVtd1q9hGOrbb78t0jZe6jieMWNGvvfBZrOpwYMHa084zZ4925kdPHhQ1a5dW33yyScu7/OCBQucJ3Zq1qzpUp8Zv/32m/OirlGjRrmcSLDb7ernn39WQUFByjAMNWbMmALVXZw3X1ySmZmphgwZ4lz+3CeLHA6H+uqrr5TFYlEAVLt27dTZs2e1dfLiKiIiosufu+/7V155Rd13331up3c4HKpx48bO6b/77jvT83rsscec5RYtWuRxuhdeeEEBF2+s+PPPP03V7a5P86uvvlJNmzZVqampzunOnDmjWrZs6Zzu66+/dltf3mOyvXv3qsqVK3vs6+3UqZNz+h9//FEppdSoUaNUz5493d6kumfPHmUYhgKgIiIixH7US0qi39XsxVW55f69Zfbiqg8//FCs859//nF5Pxs0aOByI4s7uS9U8fS+/vbbb85poqKi1NGjR8U67Xa76t+/v7PMp59+6na6JUuWqMqVK+e7WKY4L0wp6m1+1apVKiAgwO1v20uOHTvmnMZisai5c+d6bN+li4087Usu2bVrl6pWrZqzfZ4ursqtMNvpE0884Szz0ksvuZ0mJiZGRUZGqi+++MLUxVV5FbTfoTC/t8r6+SEiKpt4cRUREZVJgwYNch54Sj8cHA6HatWqlapUqZLpkyfZ2dnOE3SJiYnitLl/yF1//fWm2+/twfOvv/6qAKhBgwZpp819B9ilTgciIiK6crm7uEoppbp06eJyfPLAAw94rKN9+/bq5ptvdvlbcV9c9fjjjysAbu+sHzp0qMu8g4ODtScFCsKbi6tOnDih6tSp4ywXFBSkfvjhhyJrmzt534exY8eaOuFUuXJlde7cOZWWlqaaNWumvvnmG7f1X7ojG4B68MEHTbfrxx9/dM7r9ddf9zjdnDlznPU///zzpuou7psvlLp4om3gwIEKgPL391c7d+50O91TTz3lrLtz584qJydHrJcXVxEREV3+8n7fv/TSS6pBgwYqMzPTY5n333/fOX27du1Mzeezzz5zltH1G6ampqqIiAjnMeqePXu09ec9Lt6wYYOqUqWKy4is2dnZqlWrVi7TjR8/3m19uY/JatSoofr166e++uorj/PPfSNBhw4d1KFDh1RkZKSKj4/3WKZv377OMmZGZSqJfteSuLhqwIABYn2pqakuv1MMw9Be3LJy5UrnjQStW7cWp61fv76z7ptuukmcdtKkSc5p69atK16o9vTTT7v09Zf0xVXebPPx8fGqSpUqCrg4Opd0o8pDDz3krKtatWouF3Ll1rNnTwW43ijjycaNG5WPj0+xXVz1119/ufwmzzvaU24ffPBBvvexrFxcVR7ODxFR2WQBERFRGbN06VLMnj3b+Xro0KEepzUMA6+99hri4+NN13/o0CEkJSUBAJ5++mns2bPH47TNmjVz/nvFihVITk42PR9vbN68GcDFdfH555+L883dxtzrjYiIiCi3AQMGuLxesGABlFL5pjt//jy2bt2K3r17l1TTYLfb8ccffyAiIgJ9+vTJlw8ePNjldVpaGubPn19SzctHKYW4uDh89tlnaNOmDY4cOQIAGDhwILZu3Yp77723xNpy+PBhfPLJJ5g5cyZ8fX3z5U2aNHGu07Nnz2LGjBn48MMP0bp1azz44INu63zqqadgsVzsMvr++++RkJCgbcfWrVvx4IMPQimFKlWq4I033vA47U033eRs06RJk/D9999r63/00Udx9OhRAMDdd9+NVq1auZ3uzTffRFJSUqG2j3fffRdz5swBADz++ONo3ry52+lGjBgBwzAAAGvXrsXHH39c4HkRERHR5W3ixIl46aWX4O/v73Ga9u3bO/+9ZcsWnDp1SqwzLi4OI0aMcL72dCx3SXBwMO644w4AQHp6Oh599FEzTXcxYcIE3HzzzWjRooXzb7t27cKOHTtcprv66qu1dZ04cQIHDhwQ233VVVc5/71p0yY89dRTeOqppxAVFWWqzJ9//qltx+XS7/rqq6+K+f/+9z/n7xQAePjhh9G9e3eP09vtdjz66KNwOBwAgMcee0ys/9Zbb3X+e+7cudi5c6fb6RITEzFq1Cjn67vvvhtWq9VjvSNGjEBiYqI47+LkzTb/6quv4syZMwCAm2++GVWqVPE4n9zr79SpU5g+fbrb6bZt2wYAzvdF0qFDBzzxxBPa6QrDZrPhxRdfdL6++eabERoa6nH6xx9/HHa7vVja4q3ycH6IiMomXlxFRERlzvjx453/9vPzQ9euXcXpBwwYAD8/P9P1Z2RkOP/9448/omXLlh5/HAcFBTn/bbPZnCd0itulNqampuKpp55C69atkZqaqm3joUOHSqR9REREVP7079/f5fWpU6ewdevWfNMtXboUDoejRC+uWrp0KeLj43Hbbbe5vUCoT58+CAsLc/nb77//Xqxt8vHxEf+Ljo7GiBEj0LBhQ7zxxhvYu3cvZs+ejUaNGhVru/L64Ycf8MQTT5g+4TR16lRMmTIFY8aM8Th9dHQ0qlevDuDiMfClC448UUrh4YcfRnZ2NoCLJ0wCAgLEMrlPqj377LM4d+6cx2mL++YLAIiNjcVbb73lfC2dTKpVqxY6dOjgfD1x4kTYbLYCzY+IiIgub35+fuIxC3DxmCu3mJgYcfr33nsPaWlpAACr1YpevXpp29G3b1/nv1etWoWFCxdqy+T2xx9/uFxQAQD16tVD1apVna+HDBmCbt26marvvvvug4+Pj8e8Vq1aLq8XLFigvYgsd5ktW7ZoL0K5HPpd69evj86dO3vMN23a5HIDQPXq1TFhwgSxzpkzZ2Lfvn3O1zfeeKM4fd75//XXX26n+/LLL10uSLn++uvFemvUqGHqYr3iUtht/tixYy4XSOnWX6dOnVxee7owMCUlBQAwbdo0bdsB4JVXXnH7m9pbv/32Gw4fPux8rXsfg4KC0K9fvyJvR1EoD+eHiKhs4sVVRERUppw+fRpLlixxvm7ZsqV4hxdw8S6sa665xvQ8GjdujIoVKzpf2+12LF682FTZkrprpmPHji6vjxw5gr1792rLleZdPURERFS2tWjRArVr13b5m7vRfRYvXozatWujYcOGJdU0zJw5E8DFTmp3/Pz8MGjQIJe/zZs3D5mZmcXWpm3btrn9b/v27di7dy9OnTqF1NRUrF27Fm+99RYaN25cbG3RKcgJp+3bt6N+/fra9zd3mU2bNonT/vnnn9iyZYvzde6TeJ706dPHOfrThQsXMHHiRI/TFvfNF8DFk5U5OTkAgDp16qBp06bi9LlPJp06dQrr1q0r0PyIiIjo8taxY0cEBgaK0+TNpdFC09PT8d133zlfN2/eHMHBwdp25O0z/eKLL7RlcmvXrl2+48bQ0FBs374dU6dOxezZs/HTTz+Zrk93nJj3opDGjRvn+w0jlUlLS8OFCxfE6S+HftcbbrjBY2az2fDII4+4jBr02Wef5btZJa9vvvnG+e+IiAjtes97U4mnC/d+/PFHl9e5R2zzxMyFg8WlsNv8d99953LDRbt27cT5hIeHo1KlSs7Xq1evdl48mduli7rmzJmDu+66S7wpBbh40eYtt9wiTlMYed/H3DebeFKa76OkPJwfIqKyiRdXERFRmbJs2TKXu4vq1q1rqpzux15uQUFBmDp1qvOuA4vFYuoEEGBu+N2iMGTIEJeTi2ZO8AAl1z4iIiIqn/KOXuXu4qolS5aU6KhV2dnZ+Ouvv1C1alXxMRV5Hw2YkpKCBQsWFFu7WrRo4fa/5s2bo2HDhqhatarz4qDSVNATToC5i59ylzlx4oQ4bd6TdGbuNA8PD3c5afH11187L27KrSRuvkhPT8eMGTOcr3UnQgDzJ5OIiIjoypR75FCzLo0C6s7y5cudI9gAF0cuMqNatWouF3EtWrTIZdQWHU8XR1SuXBkPP/wwBg4c6HyctBlt2rQxPW1hpgfgcRSqSy6Hfte8ox7l9uGHHzofJQcAt99+O26++WaxvuTkZPz777/O1/Xq1dO2Ie/Ia7nneUlcXBx2797tfB0VFYWQkBBt3QXp6y9qhd3m586d6/K6oOswOzvb7ePpco+A9csvv6BJkyZ49913nY+1c2fmzJkYPny4dv5m5eTkYOXKlS5/M3PepjTfR0l5OD9ERGUTL64iIqIyJe+jafL+SPMk910eZtx+++2IjY3FokWLcOjQIdx0000FKl/cDMPAjBkzsGPHDixZsgS7du0ydTcaERERkWTAgAEurzds2IDz5887Xx86dAixsbElenHVokWLkJiYiDvuuEM8MVMajwYsDwpzwqmgZaQTVElJSS4d7eHh4QgPDzdVb+4TDgkJCVizZk2+aUri5osVK1a4LGNRnUwiIiKiK1dB+yp11q9f7/K6Zs2apsvWqFHD+e+MjAy3jwb3pCAXrOuEhIRoHx2dV+XKlQs8H93FD+W93/X+++/3OJLroUOHMHr0aOfr8PBwfPLJJ9o6N23a5DLqkpkLoHI/Lg24OGpY3pGXSqqvvygVZpvPzs52GcnXYrGY2qbyrsMzZ87km+a1115DRESE83VCQgJef/111KxZE08++SR27NhR4PYW1P79+13e27CwMFPLV5rvo05ZPz9ERGWT5wcbExERlYLY2FiX1xUqVDBVrqCP/QAu/jjPe+IwNTUVMTExzke+lPbjPVq2bJnvbydOnMD27duxfft2bNu2DcuWLSuFlhEREVF51KNHDwQFBSE9PR3AxeHvFy5ciLvuugvAxUcCWiyWEh2+X/dIwEsuPRrw+++/d/5t7ty5yMrK0o5kdDkrzAmngpaRTlDlPRFTkBN9eaddu3ZtvtHLSuKETN6TlYU5meTuRAgRERFduSIjI4u0vv3797u8NnO84mna/fv3uzziWFKlShXT89ExewG+t2XMKq/9rvfff7/H7PHHH3cZmeyDDz5wPlZOcuDAAZfXK1asgI9PwU4h+/j4ICsry+Wim5Ls6y8qhdnmY2NjXR7D6HA4TK2/3GUulcurVq1amD9/Pm666SbEx8c7/56SkoIvvvgCX3zxBTp37ownnngCgwcPLpbfxuXxfTSjPJwfIqKyhRdXERFRmZKcnOzyuqB3MxVUSkoKFi5ciAULFmD9+vXYs2cPIiMj0blzZ3Tu3BmNGzfGCy+8UKxt0Dl06BBmz56NlStX4r///sPZs2fRtGlTXHvttbjxxhuRnp6OefPmlWobiYiIqHwICAhAr169XB5ZMH/+fJeLq9q2bVvkJ4M8yczMxOzZs1G7dm3x0RaXDB482OXiquTkZCxatOiKvsu0tE9SFfWJvrxKoiM/78mkMWPGYOzYsWIZpZTLaz4egoiIiHIr6IUpOhcuXHB5XZA+09yPBQSAxMRE02WjoqJMT6tTmEdqF/djuC+nftfvv//e5XHavXr1wgMPPGCqbO7RjIGLozdNnTrV9LwNw0CVKlVcRlgCSr6vvygUZpvPu/6sVmuBRrY1DAMhISGoVauW2/yaa67B9u3bMXz4cPz555/58rVr12Lt2rV4/vnn8dRTT+HFF18s0O8ynfL4PppVHs4PEVHZwYuriIjoipSUlIT33nsPn3zyCdLT01GlShU8++yzuOWWW9CkSRPndCtWrCi1Nm7evBmvvvoqFi9eDADo2rUrPv74Y/Tu3dvlhFhptpGIiIjKn/79+7tcXLVw4ULnhSHLly/HY489VmJtmT9/PlJSUpCamlroE1C///77FX1xVWmfpCruE30l0ZGf92TIU089hUcffdR0eavV6vFECBEREVF5VtZHnimsy63fNT4+3uUCkKCgIEyZMqXQ9fn4+KBFixZF0bRypyi2ebvdjqZNm8JqtRZBiy6qVq0a/vjjD/z333/44IMP8Ndff7mMIAxcfGTgmDFjMHXqVPzyyy8eHx9J5eP8EBGVPby4ioiIypTQ0FCX15mZmUU+j+PHj6Nfv37YvXs3AODqq6/GvHnzivROLG/NmDED999/P7KzswEAb731Ft54441SbhURERFdDvr37+/yOj4+Hhs3boRhGEhMTMw3LH5x+uWXX2C1WrFmzRqXx0dIvv32W0yaNMn5es6cOcjOzr5sT/xQyQsLC7tiTyYRERFR2VSxYkWX1wXpM839mDigeB+1Vx5cjv2uzz//PM6dO+d8/dZbb6FevXqmy+fdJi49Rt5bJdHXXxa4+0ylp6cXyehRs2bNQqNGjdCsWTMAF0ex+vXXX3H69Gl8/fXXmDp1Ko4dO+ZSJi4uDn369MGyZctMjRCtU9bfx7wXmemUh/NDRFQ2WUq7AURERLnVqVPH5XVqaqqpcpd+DOtkZWW5HDgHBgbi999/L1MHzitXrsS9997rXKYBAwaU+x/4REREVHbUqFEDrVu3dvnbP//8g8WLFyMwMBDXXnttibQjLS0N8+bNQ9euXXHNNdegRYsWpv7L+2iLCxcuuDz+gkpWcZ/oK4mO/OI6mURERERUVBo1auTyOiUlxXTZvNPmretKcjn2uy5cuBA//fST8/VVV12FZ5991u20u3btwqxZs/L9PW/f+MmTJwvcjvT0dNjtdpe/FXdff1nh7txCQddhVlaW2+WeNWsWxowZk+/vVatWxRtvvIHY2FjMnTsX/fv3h8Xy/0/7Z2ZmFtmo1GX9fUxISDA9bXk4P0REZRcvriIiojKlXbt2Lq/N/giJj483Nd2vv/7qPHAGgFtuuQU1a9b0OH1B73ooqK+++irf38aOHet8NA8APPPMM2Idxd1GIiIiuvwMGDDA5fX8+fOxZMkSXHfddfD39y+RNsyZMwfp6em45ZZbClSuZcuWqF+/vsvffv/996JsGhVAcZ/oK4mOfG9PJimlTLeLiIiIqDA6duzo8vr48eOmy544ccL574CAALRt27bI2lXeXG79runp6XjiiSecr319ffHNN994fBzdnDlz3F5clXebOHv2bIFvaoiOjsb69evFeou6r7+siIqKQo0aNVz+dvTo0QLVceedd2LChAlusz/++CPf6FSXWCwWDBgwAH///Td2797t8ls/JiYGe/bsKVA73GncuDGCgoKcr5OSkpCWlqYtV1LvY0HmU9bODxFR+cKLq4iIqEzp0aOHyx0WsbGxpsqZ/bGydOlSl9e6544vWrTIY6aUwrx580zN15OPPvrI5XV2djZWrVrlfG2xWMTRI+x2O5YtW+YxP3z4sMuPBSIiIiIg/8VVmzZtwpo1a0r0kYAzZ84EANx8880FLpu3zOzZs9npWUo6dOgAHx8f5+uCnOjLO23nzp3zTVPcN18A+U/6FPREyPbt2xEVFeVyoo6IiIioKPXo0QMVKlRwvj506JCpcqdOnXIZLbRPnz4IDAws8vaVB5djv+ubb77p0n8+cuRItGzZ0uP0a9ascfv3+vXro0qVKs7XSils27bNdDsOHjyICxcu5LtZIjo6Gk2bNnW+TkhIMHUzRkGPx8uCvNvS1q1bC1R+06ZNHkeVs9vt+Pjjj7V1NG7cGHPmzMGwYcOcfyuKi6t8fX3RrVs3l7+ZOW9T2PfR19e3QNNv3LjR9LRl7fwQEZUvvLiKiIjKlGrVqqFXr17O1zExMdq7ztPS0vDff/+Zqj8uLs7lda1atTxOm5OTgx9//NFjnpSUhP/9739uM8MwtG3Jzs7ON11CQgJycnKcryMjI13uCslrwYIFOHXqlMd8zpw5fEwOERER5XP11VejUqVKztdKKeTk5JTYxVXJyclYsGABWrduLR6PeZJ3tKvz58/n6ySlkhEWFobrrrvO+ToxMRGJiYmmyh4+fNj578jISLcnt4r75gsg/4mQmJiYfI80kWzatAn169d3aScRERFRUQoKCsLQoUOdr3ft2mVq5Ji8faaPP/54kbetvLjc+l23bNmCyZMnO183bdoUr7/+usfpMzMzsXz5co/5XXfd5fLa04VY7syaNQstW7Z0+Y15yb333uvyevPmzdr6yuNvO2/W36ZNm3Dq1Cn06NHD4zRff/21qd9ZhmFg0qRJzt8mWVlZptshyfs+btq0SVumsO9jRESE899mRlCTtuu8Sur8EBFdntjrQ0REZc5LL73k/HfeO4rc+fvvv00/9iPvY26kx9789ttvSE9P95ifOXPG7Q9GAAgJCXF5nZycnG+aHTt2oHLlyoVuH3Bx5KuwsLBCtZGIiIiuXBaLBTfccIPL36pUqSLe5VyU/vrrL2RlZYmdx5JOnTq53FkN8NGApSnvSboNGzZoyyQmJuLAgQPO1w899JDbO5SL++YLAGjSpInL6FVpaWkFulN/1qxZLm0kIiIiKg6vvfaa82Igu91u6sKF3KOuXHvttfl+A1xJLqd+V7vdjocffth5Q4DFYsHXX38tLtMff/wh9nU//fTTLo8TNPv7ym6345tvvsGQIUPc5o899phLX7luuz1x4oSp3xNlzU033eTy+PolS5YgKSnJVNmvvvoKvXr1yve48tySkpLw6quvmqovPDzced4hMjLSVBmdwYMHo3bt2s7XuvcxPT0dCxYsKNS8WrVq5fx33ouh8tq7dy/Wrl1ruu6SOj9ERJcnXlxFRERlTp8+fXDjjTc6X//www8ep1VKYdy4ceIQzrnVrVvX5fX58+fdTmez2fDee+/h22+/dfl77oPpVatW5avvksaNG7u83rFjR75pfv7553zD6YaHh7v8aE9MTIRSyu08Vq9ejYyMDDz66KNu26drIxEREV2ezpw5A+DindmS/v37u7y+/vrrTY2+WRSmTZsGAGjevHmhylssFgwcONDlb7NmzSrQaENUdG677Ta0adPG+XrhwoXaMosXL3Ye54aFheHll1/2OG1x3nxxybPPPuvy2uzJpCNHjmDRokUeTyYRERERFZXo6GiMGzfO+Tpvv2VeaWlpzkdxBwYGYsqUKcXavrLucup3nTRpkstj55588km3j9i+xG6344MPPhDrrFevnsvIV+vXrzc1ytQnn3yCM2fO4KmnnnKbR0ZGuozu8/PPP4u/28aPH49OnTpp51vWWCwWfPXVV87f1JmZmfj666+15TZv3oxp06aZGgHpq6++wp9//qmdLi0tDQkJCbBYLOjQoYO+8Sb4+vpiwoQJztezZs0SH/H45ZdfFvr3fu6LQHXb4DvvvCP+lsyrpM4PEdHliRdXERFRmfT1118jOjoaAPDjjz9i586dbqcbO3YsOnXqhC5dupiqd9CgQS6vPZ2YmTBhAgYNGoT+/fu73L1w6Q54u92OadOmoV+/fm7LN2vWzOUCq4kTJ7rcqbJw4UJ8+umn6NOnj0s5i8WCm266yfk6LS3N7fPZMzMzMWLECHz66ado1qyZ8+8JCQnOx6vs3LkTBw4cwFVXXeW2jURERHR5iomJAXDxOEJ6NFrfvn3h4+PjfF1SjwRcv349Vq5cCSD/CYqCyHsclpCQUC4fH3E5sFgs+Oabb+Dn5wfg4gkT3eMbvvnmG+e/J0+eLN6lXZw3X1xy3333uYykNn36dKSmpmrLPf/88+jatat4MouIiIguf54u0inqMsOHD3de8DN79mzxsXSjRo3C+fPnYbVa8cMPP7j0IRZlm4qyvuJcjyXZ71qcyxEbG4tRo0Y5X9eqVQvvvfeeWO8LL7zgdlnzevPNN9G3b1/n6yeeeEI8rp81axZefvllTJkyRRzl64UXXnD+3jx8+LDHC/2WLl2KtWvX4pVXXtG2tagU5Tbfq1cvjB071vl67Nix4mPN9+3bh4EDB+Lxxx9H165dxbojIyMRGRmJe+65B//884847fTp02Gz2XDzzTe7PGIvr4Iu++DBg/Hggw8CAFJTU/H222+7nW7nzp2YMmUKJk6cWKD6Lxk6dKhze9q9ezc2btzodrrp06fj4MGDeOSRR0zXXVLnh4p6X0pEZYQiIiIqo3bt2qVq1KihAKjatWurHTt2OLOcnBz17rvvqi5duqjU1FT1yiuvKAAKgPLz81MLFixQMTExKiYmRp07d86l3jvvvNM5bWBgoJo/f74zs9vt6rPPPlP33HOPcjgcSimlhg4d6pze19dXDR06VF1zzTUqNDRUpaSkeGz/vHnzlGEYzrKVK1dW/fv3V9dcc40yDEO1bNlS2Wy2fOWOHDmiqlSp4izXqVMnFRcX58zj4+PVwIED1Zw5c5RSSp0/f16FhYU5p69fv756+OGHVaVKldSDDz5YuJVPRERE5dKFCxdUZGSk87jgmWeeEafv3r27c9oTJ06I01avXt05LQD1+uuvF7h9586dU/Xr13fWMXDgwALXccmGDRtc2gNAdevWzXkMVxBTpkzJV1dOTk6h21acHA6HSztHjRqlLfPtt9+6lImNjdWWue6661zWqxk//PCD8/hX2j7mzp3rrPu5554zVXdcXJyKjo5WAJTValUxMTFupxs9erR68sknXX4f1K5d29Q8Tpw4oWrXru0s9/TTT3uc1uFwqJdfflmFhoaqQ4cOifUePnzYZf1PmzbNVHuIiIiobMvOznb2P06cONHl+37IkCFq27ZtKiYmRp05c8ZtmQkTJriUueuuu9T27dvzlcnLbrc7j3VCQkLUb7/95nIMnJqaql5//XUFQIWGhqq5c+eKy5GYmKhiYmLU9u3b1d133+3SpvHjxzvbm5qaamq9nDhxQsXExKiNGzeqZs2aeeyzdbdOvv/+e5f5d+/eXW3dujXfOjlz5oyKiYlR27ZtU3fccYdLmQ8++MBZX3Z2tkvbiqvfNTU11TnP1atXq0qVKjnLVKpUSa1evdrtety3b5+KiYlRixcvVn5+fs4yzZo1Uxs2bFAxMTHq8OHDLsvQv39/l+WdMGGCs+7c/61fv15Nnz5dde7c2WX6YcOGie9fVlaWuvfee11+C+zbt89lmvj4ePXss88qi8WiJk6cqNkiLkpKSnL+/vT391e//vqrSz5nzhzVpEkTtXfvXvXPP/943A6PHTtman6Sot7m8/r444+Vj4+PAqCio6PV0qVLXfLMzEz12WefqdDQUHXbbbeprKwsj3UNGzZMNW/eXKWmpqqMjAz13HPPKR8fH/Xss8+6bLtKXfyN8uOPP6rAwEBVs2ZNdfz48Xz1HT58WMXExKg1a9aoypUru5y7uLSd5n2/c8vOznaeXzEMQ3388cfKbrc78zVr1qgmTZqo1atXqz179ris2+eff17t2LFDxcTEqIMHD4rr8Ouvv3aWa9OmjTp16pQzs9ls6pNPPlFNmjRRJ0+eVLGxsR73pQkJCfnqLq7zQ5c+z9u3b1dDhgzx+DnV9b0QUdnFi6uIiKhMO3v2rLrvvvuU1WpVFotFXXPNNap///6qatWq6tZbb1XJyclKKeVy8iTvf5988olLnTabTb3zzjsqPDzc5QD9xhtvVHXr1lUvvviiy8m0hIQE1b59e5c6LRaL+v7777Xt/+mnn1x+gF/6r0mTJmrPnj0ey8XGxqqbb75ZWSwWBUBVqFBB9ezZU3Xv3l3Vr19fLViwwGX6uXPnquDgYJd51KlThwfqREREV4BLHXRz5sxRbdu2dTkeMAxDjRw5Um3cuFHFxMSoxMREl7KXTgI1a9bM5e+XTohc+u/bb791uWj8Upk1a9a4TJe38/nSSY/169erzz77zHlxTO7/RowYodatW6ftaMw9nzVr1qjevXu7Pfa77bbb1JIlS5zT5u0Yzn3yJiYmRm3YsMHlQqLcnZ+XOn7LQifopTbMmDEj3wVlW7Zsydc+6YRT7o7d3CecLnUG//vvvyoqKsqlo/3Se5335E5ev/76q/O4dPTo0So9Pd2Z2e12NWPGDBUcHKwMw1CjR48u0Doorpsvcjt58qTL5+jJJ5/MN/3OnTtV3759VUhIiFq+fLnbenJ/hsaPH5/vZOulzn7pxAURERGVbXlP6Hv6L/fF8IUp48nKlSudF87UqlVL9evXT3Xr1k1VrFhR+fn5qfvuu8/U8eu0adNMtcnTcU9ew4YNM1WfN+tk1KhRpsq4u6mgOPpdly9fbqo9eddj7gv7Pf2X90YHM2Wk/3QXV12ycOFC1bFjR2UYhrJYLKpNmzZqwIABqmPHjsrHx0c1bdpU/fPPP6bquiQ7O1uNHTtWhYaGKuBiH/mAAQNU06ZNVatWrZz95Xkvrsr7e89bRb3Nu7N371512223KX9/fwVcvDDvhhtuUD179lQhISEqIiJCTZ482eXCJHeGDRumPv74Y5e/LVmyRLVs2VJZrVbVtm1bNXDgQNWnTx9VtWpV5ePjo+666y6Xi5Fy69atm3a5dTenOBwO9fnnnzsvzqpTp47q37+/ateunapTp45as2aNUkrlu7gq93/t27fXrsNvvvlGRUREKAAqICBA9ezZU914442qevXq6o477lDx8fFKKXkfMmHChHz1Ftf5IbOfTbOfQSIqewylOC4dERGVfSdPnsSyZctw4sQJVKhQAT169ECLFi28qjMrKwurVq3Crl27kJqaiqpVq6Jv376oUaNGvmntdjsWL16MHTt2wM/PD3379kXTpk1NzefChQuYP38+jh49igoVKqBFixbo1q0bLBb903nj4uKwatUqHD16FEopNGvWDL1790ZAQEC+aePj4zFv3jzExcWhRo0auPXWW1GhQgVTbSQiIqLyyzAM09NOmzYN999/v/P13r170bRpUzz77LOYPHmy8+/3338/vvvuuwK3Zfny5ejevbvz9ejRozFmzJgC1TFs2DBMnz49398Lspy51a5dG0eOHHG+PnLkCOrWrVuoujy1rSSYWf7c7TO77mNjY1GnTh0AQJ06dcRHSQJAt27dsGLFCnGaI0eO4NVXX8Xvv/+OkJAQtG7dGv7+/ti9ezeOHz+Obt26Ydy4cbjmmmu07csrPj4eL774In7++WcopXDVVVchKioKmzdvRufOnTF9+nSEhIRg5MiRGDdunNs6PvnkEwwfPtzjPGw2G6ZMmYIPPvgAhw8fRlBQEFq3bo3IyEjExsZi165d6Nu3LyZPnowmTZq4rcPsZyjv9klERERUUAcPHsSaNWtw6tQp+Pj4oH79+rjuuusQGRlZ2k0r09jvas6pU6ec21dqaiqioqLQoUMHtG3bttB1pqSkYOnSpdi/fz8Mw0D79u3Ro0ePQv/mK8tSU1OxatUqHDt2DOfOnUNYWBiaNGmC6667Dr6+vtrys2bNQqtWrVCvXj2XvyulsHnzZmzevBnnzp2Dv78/6tSpgy5duqBKlSrFtTgusrKysHz5cuzcuRN2ux0tWrRAnz59TC1XQeaxYsUK7N+/H8nJyahatSp69uxZ6N/0eesuifNDRHT54MVVRERERERERFewcePG4YYbbkCrVq1Kuyl0mYmPj8e///6L2NhY2Gw2REdH49prr813YqAwiuPmC3d2796NLVu24OzZs7DZbKhWrRq6d++OmjVrFvm8iIiIiIiIiIiobOLFVURERERERERERERERERERERERG7on0dERERERERERERERERERERERER0BeLFVURERERERERERERERERERERERG7w4ioiIiIiIiIiIiIiIiIiIiIiIiI3eHEVERERERERERERERERERERERGRG7y4ioiIiIiIiIiIiIiIiIiIiIiIyA1eXEVEREREREREREREREREREREROQGL64iIiIiIiIiIiIiIiIiIiIiIiJygxdXERERERERERERERERERERERERueFT2g2gsq1OnTpITk5G3bp1S7spRERERFSGxcbGIjQ0FEeOHClUeR53EhEREZGOt8ecl4t77rkHe/fu9aqOJk2a4KeffiqiFl25+DuGiIiIiMwo7d8y/A3hPV5cRaLk5GRkZmaWwJxSxPTCXjmv2KR6UTbGvaxzcu4fKcbn98SJeURTeRkOHDgAAGgY6uc2V3YllgcAo3od7TSlSZ0+op3GqFqnWNvgOCq3wVJbnn/KvpNiftqSDgBo2LChx2kSdp8S64hqVk3MdU7slOv3MfR1ZDvkPMchb48V/eSZRDb1bhkPb5c/bwAQ7i/nIf45HrNYW/bFabIreJwmzSavAxOrGfVah4j5uT2pYq40uwUfi+Z9aizPH4YmBxCv254jssX80BlfMa9XUS5/OsXzG53mf3H9edqvXpKeZBXzoEY1xPxYjLwOwnzl9yHdLm8t1Zp793kpCol75c9ceBF8Tyfscb8eE33+730U9qtUMrw9ZkxOTkZmajIQf8zzRJrvF91+TzuBtrwmNzGNvo3FW79S8j7l0ndcXavnfaN2NWjm4e3bpKvf1Dx038TFvakUyTJ4dumYs6ojqND1e/s+FoWSmIdOabYhwZoGAIiyB5diK8wdtxa34m6Dtn6j8Mf2Zj6PptqgYXjRRtPz8LIN2vo1MzB0n0gTC6mrw1MbYu3/9/3oI/920K4DU230cgLdetQ9x8DL+i9OI0+ke6+lCTJTk0004PK3d+9e7NmzC02b1ipU+T17hGNuKpAS6z9PPCLGmaHythBgLeaHmGSe0U8TUEWMsx1yh6OfRV4GZ/95PU/99JqdjzVczsuCdLmPCUEl0EeUHS/nfpU0Fcjneg4cOA1A7udxKPkzZzECNG2Q5ThsYq77GsvS9OUBgI9FnsbXIvd5eruMaTb58xbsk6avJN1z3/SBkxezeg0875tsDrnf19AcMPjGHxZzVNF/HpSS9ysWw/M5AgBQ8fLnwahUT8ztKkvMrVmJYg4AyZYoMQ9V8rnNTB/Pn9njhw8BABpWF37LBOnOIYTKOYDUHLuYB/nInwe7ko/RfS1y/35JyHHIy+htG6Xv0KOH/u99ZP95qSuZay4827t3L3Zu2YrqkD8znsRB/ixeCXhxFYku3XGzefPmYp2P3bFCzP/uuETMB214uwhb457j0DQxt9R/QMxntHtTzO/aPFbMe/fuDQBY0Lum29x+QT7gBwC/d7/XTlOabG/fr53G543pxdqGlIeGinnIN/I6XHHtSDF/J+jiZ2nx4sUep/mq1Rixjsc2jxJznRfryNtalInfZbEpcofx2Uz5R8egmvLXzwObR+sbIRgcJX/eAODOOvIydKvv+UK5u88fBwB0P9bV4zTr4+UfRr7aHm3gt429xPyn9svFPMMuz6NqgPw+DVjbU8ytPnIOAJ+2kLfnx+8+IuaDJsg/gn8ZdELMx6/0/INhfd1/AXjer16yZZ7cuXbVyg/E/NFoeR3cFC2/D1svyAe6b27Wb+/F7bcOchsGb5L3O2Z83Xq027/PrLwGgLxfpZLRvn17r8rXrVsXiD+Gja/c5nEalSkf76gcuXNQaa4O1uY5+pPGSvMb0yF/5KE0h3SOHLlz0a7N5e+GIQkX96s/VfTcAepwyPOw2eR52B1y7m15ALBpptHVYdcso11z4ZFN00Grq9/MPOzCPC4dc76a5vlzqavfoZ2/fhk01+NrL/bTlddcb6m/iM4E3Ty8JbVxSvg6AMCjiZ28mof2ghQNzXkfr+dvpn7ttSCaC1p05S2a8lZd/cIyvB+8CQDwerr8PalbT7obI6yG/InRLYNVU7+ZefhavW2DXN5HV78mNzONp/zepIsXosyIlG+ssPpo6tfcWAEAho9me5PPQ+pzTT+64au5MEpzs9TFaeRPneGr+VT6eT65dPXEv4DKhbug6HLTtGktbNg4pVBlr77q0SJuzZWrxPrPf7tfzA/2/kLMG1cMLMLW5Kf2jddOYzQeIebH0+SLOWoGyxecX+o/XzTzfvfz11wgi9DBcl4GKE2/sNFe7oMqkjYc/0xuQ82nNBXI/Zm9+7wLQO7nScnZI9YR4ttUboPG6YwEMbdAvkji4AV9B3ulIHl7rBYsXzhUwae5dh6SDWfki9yurrxJW4fattJj1mfExf66P+Z73l7OpMt9sroL0Kp/cZeY48XX5RxAtkPer4RY5RtKsz//Ssz9hv8q5knZB8U89NDvYg4ACwIfEfN+9ulivjv8cY/Zc3feDABYOKadx2ksV/UQ64dvPzkH8O/JC2J+VZWjYn4+Sx49MjpYf4FXcTuZJt8g4G0bj6VmeMweumUgAPaflwXe9p8XherwwzuoXaiyr0P+LF4JeHEVEREREREREREREVF5ogBoRvoRy5aFoQmJiIiIiKjEGAA0g4F6LlvInx6Xk2IeC5aIiIiIiIiIiIiIiIiIiIiIiKh84sVVREREREREREREREREREREREREbvCxgERERERERERERERE5U1hHwtIRERERERXpMI+FhD86cGRq4iIiIiIiIiIiIiIiIiIiIiIiNzhyFVEREREREREREREROWK8mLkKlWkLSEiIiIionLA8GLkKqNIW1Iu8eIqKhOslu5iPmiDnKu9U8TcaPJoAVuUn6X+A16Vv2vLWK/bAADWEd+6/3sR1L2qywgx7/zvjWKuex91fvi9jnaaZZ+Mlus4I+c9Kr4s5l9dEyrmkxrJ7+Ob+98X83d69wYA3Bb1P4/T/P6z/G6mPXmfmAd//oOYT3z7vJh/8n6EmAOAr0X+Bh1WTy7fqdYJOQ9/Wswnt/IX898SJsoNADCpufxe3rEw0mPmc9VxAMC1Uekep3mu10mxfouJD+1nrf4V837R58S80cJPxXxcE3kdDPLpKeZTWo0RcwA4lCpvK+e2yEdxt9f2E/N3VzQQ89d77feY3RJ78f+e9quXXCXvGjGj3Zti/uWbCWL+8ntVxXzkNUfEfHfvZ8QcABovvFXMvd1/37pB3lZ07I4V2mke3j7a7d9n/t9+tTxQa8aJuXHtKyXUkjJMAcomnCCya04eSWUBwKY5iWSXY2WTczPT6HJHjrzftGtyh12TO8z9Cpams9nkfbfdIedel9fkZuqwa9ZDjq680rxPSrcM+vdBNw9lokdDWg5d/bpTtUpTHtB/5HTL4PCyvI6ufrPTFDfdrk3Pu/WkOfQ3UV6uwFD6laxrg6GpQlfeovs8aGZg0TUAQI7mc2/VrWfddqDtHdVUYGY7081D8z3qsJSBD5SXHHZ5HWg2d5hZ0bqfikqzvWm+gvTHM7r3ycTxkLYOTW5IOz4T+wyiy5F18HQxb6wpr45+JOZG7WcL1qC85RtrOk9MqBkc7HUdAGBE3FMk9biTbosRc/9fJ4i59e7vvZp/Ygv5HMWxhFRtHW2iKoj52lNJYt65otyPdTQ1S8xrV+gh5sC7AIA9iZ77XRv8MlqsQXVuLuZGa7kvr8ruT8Q8pZW8jQX46LflhiFrxdyxYYmYb2vwupi3tswW86uryMuQaa8o5gAwPUfaHtcAAELSNnucInj+22L9Kkc+bkp7Tv68hR78U8wBwF+z74rPrCjmlYb/Kua6fUaWvbKYI0r+vAFAz4hYMT+WMVzMm+3Sn7u0dJb7NCUpOXu001y7Wj6vtrzTJDHvFSxv7/CvIsY5U78Rc98nZsr1mxA+5g55gvELxNjx92NiXmvAVwVtUpmj4r7UTmNUf7wEWkLkGR8LSERERERERERERERERERERERE5AZHriIiIiIiIiIiIiIiKk8UCj+SlwIf60FEREREdIUxUPjHAvLnA0euIiIiIiIiIiIiIiIiIiIiIiIicosjVxERERERERERERERlTcOR2m3gIiIiIiIyhELh6AqNI5cRURERERERERERERERERERERE5AYvriIiIiIiIiIiIiIiIiIiIiIiInKDjwUkIiIiIiIiIiIiIipXlBePBVRF2hIiIiIiIir7DAOwFHL4JYOPE4ShlOIvKfKoffv2AIDNmzd7nEbt/lJbj9Hs8SJrU3n1vwZvifno3Z3E3Op3fVE2p0xqHnGfdppd53/wah6jGsrvw2/n9or5xIZ1xHx3ir+2DS/tflM7jTeOD3xMzP88FC3mh1P189iTnC7mC9fUEXNHo0Zy+WuXivmys/J6NvO8YB/NUYBd8/W46by8om6vGSzm7SJSxBwArlk5Ucx3935GzN/eHi7mt9aSO2FPZviKeeeoJDEHgCVnwsQ82yG/D+vi5W2tb/VAMW8WkinmvR9OFnMAmPZJlJgHWuVt5e4tY7TzkMy9+g0xT7Xpj4Tv2jLWqzaUBbE3PiHmtb/tIeann1gs5tX/mlrgNpErM8eN2vJnjmLD8zd7nEZl2cU6VLa8X1PZ8udV5ci5I1uML06T420uf6btOZrvL80+wWHXf0naNHXY7Favytsdmvo1ua48AORo69AdB+hy3TJ4V7+5Nsi5TZMrbXkxhoJ+GRxe1mEr7Plik/Xr2meGl00sF3SfODPH3hLDxAl+3Tx0uW4eVkPOdfXrygP69airw8fi3TJYDXlrNbMMVk0bfC26eWhyb+vX5ADgY5Wn8fGRjzV8fOTyFt37pCkPAFZfzXL6arZXbS7P3/CTc4uf/kNv+MrTGJo6DD/Pn5irP54DVKld6GPOy0X79u0BRxI2/PtRocpffd2zgCXsil+PRcFU//mpKWIdRrVHi7RN5dXsQ/FiftPx98Tc0v3DomxOmTQv9pyY968b6fU8TmckiPnOePmopmfNXWKeklNNzMP8Goh5UVAJ34t5UmgXMT+TLi/Dznh9v++g/14Uc4emT9Tv8WFifszeW8xD/U6JeUpOFTEHAH+L3D++97zch9+p2n4x9zm0UsyNhi+LuYp5W8wBIK6e3L8eHfCfmCfZ64p5aNJqMU8M7S7mGbYIMQeA5Gx5HJUqQWfFPML3kJirrf+KeWKLB8Tcz5om5gBQwae5dhpJpn2rJpfPUVT0q+fV/MsCh1qln2jd32KsOg0Sc6vRuSBNIje87T8vivknbduFDwNrF6r8CxlHEdam+RX9G4IjVxERERERERERERERlScKhR+5irdbExERERFdkQo7chXpb5wjIiIiIiIiIiIiIiIiIiIiIiK6IvHiKiIiIiIiIiIiIiIiIiIiIiIiIjf4WEAiIiIiIiIiIiIionJFFf6xgHwuIBERERHRFYmPBSw8rjoiIiIiIiIiIiIiIiIiIiIiIiI3OHIVEREREREREREREVF5olD4kas4cBURERER0RXHMAo/cpVhFG1byiOOXEVEREREREREREREREREREREROQGR64irxnNHi/2edjT/hHz2Nv+FvMGCz4ryua4lXjvMDF/vIWfmBtHq8szaFjQFhW9ZZ1Hivkfx4PE/P0+B8X81dr1tG1Qa8bJ+ZbDYh5gjRbzmIRHxNxq6S7mO5uOFXMAmNRcnqZZSKaY913/rphP3iEv4601U8X8dGYFMQcAf8Mq5lOGnBHz6gEnxHxenPx56VHFJuZLTsvtA4B9aRfEvH5gmJjfWStYzAc2PC7mn26vLeYAENTrOTHfdC5CzCddJ7fh6xi5DQ80k8v/vK+mmANAk5BsMb/5xQwx/+ztUDE/ly1fKn/92j5ibtF8pgGgxtevibnuM/l2Y/kz/8a+N8Xcasi3FPeoGyfmAHD0Jvm7uvbcL8VczX1dzI2b3tG2QbKwo7yOAeD6tXeKeWToM2KemLqjQG0qDt+3HSXmQ7eOKaGWlHF2z3ffK5v8edDmdl15MYayy7mpOmzyfsuhKe+wa8prcptNf3+NwyFPo5uHXVPerrwrn6PJL9ahmYemDbp52JV3y2jTtM9MHbpcN46FtrxmRAtdeTN1KHjXBt0yKi/XkRm6NpYHFs1bqdv1WbxcB2bufNTNQ7cMVk2u2xatmiFezGwHPl7e4ak0G6xut+IwNPtOi4lPhHYS3Tx09cszsOg2FhPfD4bm2NrQ1aH5nvbxkZfBMLH/NzTfs7q3Uv+B0cS6YxkzH3rdYnqxDErpqycqa4xqjxb7PFTM22Ke0uQOMQ/1bVSUzXHPsVSMb6qn6T8/L/fFlQVZ9k1ifiSluZg3Sv9OzK+r0U3MHSv0/TNGdDUx9601RMy7/DBczC2vz9a0QD5HkJB5UlMeiLLGyBP49hPjcxV6yfVnrBbzNN8bxLxmaKCYA4C6+2kx90s9KubHHfIy1PJdLuZ70rqL+boj58UcAAY08RXzLtU179PCGWKc0P1/Yh4VJ/dnomVXOQdQ/eRPYp5epYuYh26XP7OJrR4S8wjsFnPHxiViDgBhXeR5JGXJffgZbz8l5oFvzRPzCM2+HRZ5WwX0n/uoAPmcl4+RJeYVs7bKDdDlIbfJOQDHgifF3NLvc20dknNZ8rma8H+ma+v4Olrum37UqFWQJhW52BT53CgA1A0JKIGWEHnGi6uIiIiIiIiIiIiIiMoZQ3flJRERERERUS6FfSwg8bGAREREREREREREREREREREREREbnHkKiIiIiIiIiIiIiKickVpH6cpliUiIiIioiuKYRR+5CqDz2fnyFVERERERERERERERERERERERETucOQqIiIiIiIiIiIiIqLyRAFwFHIEKg5cRURERER0RSrsyFXEkauIiIiIiIiIiIiIiIiIiIiIiIjc4shVVC5Yg28Qc4eaJ+aruowQ866rxxe4TXmF//idnGvK295/UMwtIx8S88drjNHMAfjyxCgxn9HuTTG/a8v7Yt5TM39d/Z2qxmtqAHr0DxTzAdWjxXz1mUwxHzJgppi/u32lmH829JCYA4Dfe9+L+bQ2o8W8WcQ9Yv5k9UZiPvVgkJg3DhNjAECQ1SrmXaucE/Ov9keJeYuK8i2Uu5N9xTzLbhdzABjZWN6WwvzSNPOQr09+fV1NMY8K0N8mOv1QhJj/k7xPzAMs9cW8eqBDzD+PqSXm9zc4LeYA8N3BqmJ+/j35UOS/eHk9tQiX8xODfhHz6ftWiTkAVPAJEPO+mvIDqidq5yFZeNpfzKsEhmrraL/iQzG3O1bIbXhbrt//vVfF/Eymn5jfuamPPAMAO6+fJeYJyR9r6yhtQ7fqv6sldtsyMbf66L6Jyz6lAGUTPtdSBgCa3b+yFW8OAMouP3zeoc3l7xddbteVd+jvr7HZNPPQ1GFX8jLa7PJxhN0hl9flZtqQo10GL5dRtwya8qbmofs4aMrrct1AGGaWQT7SAJSuDbr6NW3UHW05TCyDt8rDwCCGl420aCrQrWWLdgoT76VmCt17bdE0QbfbsRhmlkHTRk15ec9ZBEx8Pzi0G4tuKTTz0DVB9zPPqps/YOiWU/ddr+lJNeyaz4OJbUU3jaH7zGnKK015zVegqeMhWDTbiq4OqbwqD3tWopJntHxDniBnvxjHZ54S80oB1QrapPwsveRYU1xV3eHV7LfEp4p5u0oVtHVcyD4s5hX9Ooh544py/akVuop5SLbcF7i2sdz/DwB1w+Qv1PhUuR+q5aO3iPm8WLlf+EbHbDE36r8o5gCQZZe31y9Xy+/TQx0zxHzRmd5i3qn6STG/4Cv3qQKAz8mNYh5bUT4fVDNwm5ify2kp5idT5PMkD0QvEnMAwNkUMTYiaoj5gU4fiLlPjuaYKOImMT+RoD/R0SZSXoYgy1kxP9nsZTGvvlNexrPNnhTz8Ovk8ygAcPRCHTGvHXpEzAOGdhfzsxlnxNyu2op5Nfl0FAAgSm3WTCGf9zuVIW/vNQOT5ep95L5p24/3yeUBZNz5mpj72reKebpNPotccc5oMc+8Rb/vfPD7kfIEV/2sraM41Q2Rz8OYoTb+T8yNq97yeh50ZePFVURERERERERERERE5Y1Df1EhERERERHRJWZu+iH3+FhAIiIiIiIiIiIiIiIiIiIiIiIiNzhyFRERERERERERERFRuaK8GLmKj1ckIiIiIrrSGAZgKeTwSxzwiiNXERERERERERERERERERERERERucWLq4iIiIiIiIiIiIiIiIiIiIiIiNzgYwGJiIiIiIiIiIiIiMoTBUAV8rGAfCogEREREdEVqbCPBSSOXEVEREREREREREREREREREREROQWR64ivdTTUKve9xirqpW0Vaj69cXcaule0Fa5qP/P7WL+a9N/xbyrV3MvGnP/qC7mt4yUy395YpR2HmrzZDFvFJoq5on3DhPzEcvrifnUk2PF3Iy7Wo0R84q+NjGfeFWKmD+8NkTMF53vJuZ1IleLOQC8MU9ehqQc+brX3ed/EvPaETeK+WcN24r5B/uyxRwAHqkXJOZ/n4gS8zMZdjGvHmgV80r+8p2ZviYuu/7tmJ+YP9JAXg8LTsvr4OnGiWKe49C3sUWbs2IeOK+JmG+9IN+KmpIjz9/ukNdzcpa/XAGA7pXTxbzHPfJ6uu+UXP6TPxuI+bLjVcU8PlN/u26NcHk9TGszWsxHxK6V26CZ/0dH3xTzZZ01XxAAHHG/iPlfA3eJ+e2b3tHOwxuP15D3iwDw5YnJxdoGb63qMkI7TacBCWLuM/JbMbf69CxQm8olpaBsnj+XUmYul2fvkL+etPnFaQzvckfx5na7/vvHrvmO0n2H6crbNW3U1q/k8ubq0C2jZj1q2mDT5GaWQTeNtg2agSwUdMugKW9iGbR1aMo7NPPQl9dMYEIhxwNxUmVgZBBD/1Z5xaJ5nyya+Rsm1pFFM5HhZRusmq1Jty1aTSyEQ/NGaHY72lxp69e00eLt1g5A+xtHNw9NeV31Jr6nvWWxa7YVQ/P9Y6KNus+sNte8l5om6o+nzOxTNPPQtUH8AikD+9WyQwGa3+1iWSo6tnNQCd97ztOTxOLqxAntLCydxxW0VS6Cfpb7ZQ/e+KWYVwrwavZFIrFyfzGP0JRvV6mCmDvWv6ptQ1jHfmKuzq4Q8/1+d4l544rN5Qb4yHlDyym5PIAKPnJ/Y9W0rWIeYxks5r1+vlvMp/b5RMzvrR0j5gCQbqsm5s92iRbz9aeTxbxPxX/EfG2CvB10Dl8u5gCQGdZZzIOz5f2GTcn9suF+R8S8Y3X5E3Ms8x4xB4BaiR+JeWqg3Hfd4IBcHukZYpy1YJuY1x/h+bzmJSmQz10mptcR87Qc+fu0et1GYl4pZZ6YZ477U8wBoOnVNcQ8u+9jcl6vhzwDzemiqICDYp5h059D+GidvK2M1HSJ1gwOFnMFuQ1q1kNinjPkJbkBAEJ8mmqnkQTIp8Swo+dnYt7KR14HAIAHfy5Ai4re+awjYh6RvVlfSchtYmxc9VYBWnTl4shVhcdVR0RERERERERERERERERERERE5AYvriIiIiIiIiIiIiIiIiIiIiIiInKDjwUkIiIiIiIiIiIiIipviuIZuEREREREdEUwjMI/FlD3iPorAUeuIiIiIiIiIiIiIiIiIiIiIiIicoMjV5URn3zyCcLCwjB06NAiqe/IkSP4+eefceLECfj5+cFut6Njx464/fbb4e/vXyTzICIiIiIiIiIiIqJSoAA4HIUvS0REREREV5zCjlxFHLmqTDh79iyWLVtWZPWtWrUKTz/9NDp06IDPP/8ckydPxnvvvYf9+/fj6aefRlJSUpHNi4iIiIiIiIiIiIiIiIiIiIjocsWLq0qRUgo7d+7EyJEjkZqaWiR17t69G++//z6uv/569OnTx/n3ChUqYOTIkYiPj8eoUaOQnZ1dJPMjIiIiIiIiIiIiIiIiIiIiIrpc8bGApeD333/HunXrkJSUhLS0NCQkJBRJvXa7HePHj0d2djZuuOGGfHlgYCC6deuGefPm4bfffsM999xjruIKVWF0HekxNgrb4Fy29XhezNssnyTmVkt3MX9jn5wXheQH5Ec6hrzSRcxnHrWKub3D/8T89k1viTkAGO2fE/PYVHkeh/dWEPMlGRvFfFyTsWJuxvO3HBJzv/e+F3O1d4qY1+91SsxH1PtXzAeFdBVzAHhsx5ti/kXLMWL+cQt5PV4fcI2Yn8wQYyw531ueAMDHLeX1cDJdLl8vRP76GTFF/jz0HZQs5v+8od+v3vxOFbkNMTYxb1FBHkP/ywMVxfxUeo6YA0DzE43E3KrZAVcLlPNOkfKFtkqzh29xrX49P/x1PTHv9dSXYn5XlLxfer3lBTFPyfYV8/8SgsQcAFafldfDyJbyejg7Pv93cm4v1pE/0y+2PS7mqxJqiTkA1HtkpZjfckeWtg7JxGbyMlTykx9V0a2y/lEWQyqPEvMnGmaK+aS98rYw69zb2jZIuq4e71V5M9TmyWKu+54vFxQAm+f9q7LL+14l77qh7JpcV96mP/J1aOpw2OU67Db5/hebJrc7dLl+GfR1aNpol/McXf1KbqOu/MU6dG3QvA+aNti0bfSufjPT6HKH5nE/+mWUy5t5mpBDuwya8pr6lba8979WdfPQKeTDmoqUxctlMDSrUbNrhUWzEnX1X6xDnsiiqcPQbSua8rr6zbzPxd8Bp3ujdQuh37c6dCvSolkT2nno1qSmvIlbSHVNNDTLaNEtg+Y4oCwwdCtBt9Mws551x1S6eRRFZ+MVQRX+sYB8LmDR8omEESX3DUsM/c96nMuS+wYi/WuKuc+wH8W8nb4J3sv8W4zVvi1ivr/Kc2JeL+yMmFcOlPsCLR3fE3MASLXtkuuIiBDzvUflm+wjA86LebYjWMyrrn5HzAHA0udTMXes+VjM/bvfKeapL34u5v1s8joK8tF/IKzGJjHPsst9/OEBzcVchVUV87bj7xJz21ty/z8A7E+U+30rBcp9dTnDXxTzf0f+LuZdPh4i5lue+EnMAeBcxJNiHpwq9/H7RD8n5jvjU8S8+8vyU3oME0fpwT5yv26FtG3yPDTP1lKHD4h5QtPHxLzS6AfFHAB2nU8T82Zx0+UKgkLF2AiOFvODSS3EvEnqNHn+AF7YLj/d6Wwneb9SKfEvMT8Rdp+Y1+gsn3f0X/SFmAMAbpTPc5zNkL+j/Kzy+1g7RN6eN5yRv+MAoGXkYTFfEycfS1xfS95/60T415En0OUmONa/KuZmvusvd4ZR+McCmum/udxx5KpScPvtt+ODDz7A119/jUmT5IuGCmLp0qU4efIkgoKCUL9+fbfTtGrVCgDwxx9/IC1N3lETEREREREREREREREREREREV3JOHLVZWTevHkAgJo1a8JqdX9FeN26dQEAKSkpWLlyJW688cYSax8RERERERERERERFQEFGIUduaoQA1ft2rULv/zyCxITE519zz169MBNN93ksS/ajP3792Pu3LlITU1FamoqTp48icjISFx33XUYOHAg/P39tXUkJSXhl19+wfbt2+Hn54fs7Gw0atQI99xzDypVqlTothERERERXW4KO3IV8eKqy0Zqair27t0LAKha1fOQpbmzTZs28eIqIiIiIiIiIiIiIvJo1qxZ+Oabb/Dmm2/iqquuAgCcO3cOY8aMwZo1a/DOO+/Az8+vwPX+/PPPWL9+PcaMGYPw8HAAQFZWFiZOnIgpU6Zg0aJFGDduHCKER62dOHECL7/8Mjp16oTJkyfDz88PdrsdM2bMwGOPPYa3334bzZo1K9yCExERERER/R9eXHWZ2LVrFxz/d6dSxYoVPU4XGBiIgIAAZGZmIiYmxlTdBw4cQO/evQvdtsWLFxe6LBERERGVHG+O+Q4cOICGDRt6Nf+DaTm4cV1cocvPbeH5JgMiIiIiKhsGbDtd6LIH03Lg3REnFdTq1avxxRdf4IEHHnBeWAUAkZGReP311zF06FC8//77+N///gfDMEzXGxcXh+nTp2PYsGHOC6sAwN/fHy+88AI2bdqEI0eO4L333sOECRPc1pGcnIzXX38dFSpUwPDhw2H5v9vwrVYr7r33XsTExGDUqFH4+OOPUa1atUKuAT32nxMRERFdGUq7/5xKFwf9ukycO3fO+e/AwEBx2kt5UlIS7HZ7sbaLiIiIiIiIiIiIiIqBUoX7z6S0tDR8+OGHUEqhX79++fIqVaqgbdu2WLVqFZYuXVqgph84cABKKfz444/47bffXLLAwEB0794dALBt2zYcO3bMbR1TpkxBXFwc+vTp47ywKre+ffviwoULmDRpUoHaRkRERER0ubJYCvcfceSqy0ZSUpLz3z4+8tt6KVdKISkpSRxWGQAaNmzIu2eIiIiIrgDeHPO1b9/e6/k3CPbF/E7VPeaOLIdYXmV73QQiIiIiKmZ/t5FHGzV8PY9+1HGnb1E3hwR//vknUlJSULt2bY9PS2jVqhU2b96MH3/8ET169IDVajVVd506dWCxWGCz2fD1119j4MCB8Pf3d+bR0dHOf8fGxqJWrVou5ePi4rBkyRJnGzy1DQC2bt2KHTt2eJzOW+w/JyIiIroylHb/OZUuXmN2mcj9w/PS4wE9yZ3nLkdERERERERERERE5YECHI7C/Qdzo1fNmzcPAFC7dm2P09StWxcAcPLkSWzbts1062vXro033ngDHTt2xAMPPJCvnzr3DcR+fn75yi9YsAB2ux2GYeS78OqSqKgohISEuCwLEREREdGVyjAASyH/K8ATwEVJSUkYPHgwFi5cWDQVliCOXHWZyP1c+pycHHHa7OyLt/T7+fkhODjY63nbP3hYO82qP6PEvGL+38cuvmo1RszrBWeKee9178kzKAKh0773qvzPW34W898G7RXzLT1e0M6j3fIPxfy2d+U7y9ShM3J5H88dLQBgeeRNMTdD/fGKmC/rPFLMvz4oX1D4zZ2HxfyzpfKzcJ/feZ2YA8Cohm+J+bks+dvpo+ePi/nAsZXEfH28vA5qdtJfdb3ngvyh7VRJ7qSrHSR/Zp+7L0jMX2wsXxt8//gaYg4AHaLk7b1usPwVuTNJfp/6VU0X8zOZmh0fgIWn5Ee31giWl2FTglw+1l9uw+BaqWIe/sEaMQeAZ6o3EHPdZzrTLi9jcra8DNMPB4j51MfkzzwAfPpbfTH/9qD8mav8nFz/B0fkfeNnLeXvwEYV5O99AJh9pJqYX5OSLOZxv/1PzF/aLe/XlnZ+Vcx7rdV/T9+lyXXfg7UryMc8dscKMbdaumtaUPyM9s+VdhPgSPjDc2i7APhU9Hoeyub5O0TZdGW9zO3yvt2hyQHAbpO/o7S5Zh52h1zepqnfptmvAkCOZh52h6aNyrtcO3+lv0cox8s26togbKam6tflZqbxvg1yeYeX5QFAvu1H/1Qi3TLo6tdxmFgG8w9OKr42eMviZeeX4WUbLZreN4uJ+nUdeBbNxmTVlFeQJ7BqtgTd5wUAdJNodlvaXGneaFXsWzMAzb4TFs2nVlde86m3aN5Hc9OYG3GnsAz5J9rFaTQfOodmYzB034E5mvKaD5wysVPQfVXrjsnEHUMJbMp0UWxsLM6dOwcAqFrV82hj1ar9/9+bmzZtKtAd+V27dkXXrl3dZidOnABw8ebg5s2b58s3bdoEAAgLC0NgYKDYvpSUFGzZsgVKKe02XizSZ4nxKej7E/2t8g5k34UMMY8IuCDmlQLkfoMiETBAjI3Wct7+izvFPP2hd8RcQe5fN9BNzAEgeLPch4+KYWJ801H3j7i8xFL/U20bJI7QEP1EGXPEeEX7iWLe49znYp5a60Yx93v2Xrn8Z/p1cC6zpZhH//GQmB/u9pGYn0lrLeZdH+0r5vFZdcUcAFpa5fcByWlifPqD38W89yH5fUp8d4qY3+BzQswBwD9F/kwlBHQX88gtk8W8XqP8+/7c9qbdLubVg+PEHACOpbYT8woB8nsZdeZXMZ9qe1DMh1hTxNwxR39O7Vz7CfIE2fK5mPgoeT2GjpfPAQe/9q6YH/eV1wEABDwut6FyYBUxT/e9VswrGfvFPNlX/h4O6+15lP1LsuybxLxyYAcxz7BtF/NAH3m/dLW8igAANod8rJCl6ehxzH9czC03fqlvRDGzdCz+6wEkas/78gSZp4EAeRTfK8Gnn36KCxculHYzCoUXV10matas6fx3crLnE6QOhwNpaRcPymrU0F98QERERERERERERERly4HjF9DnWeHmB03Zhg3lG4ViYmKc//b0SMC82c6dOwvVnrxycnKwcuVKAMADDzyA0NBQlzwjIwMHDx7Uti13fuHCBRw7dkwchYuIiIiI6HJnKcVn261evRorVqwovQZ4iY8FvEzUr1/f+UPx0h1F7pw/f975WMAOHeSrZImIiIiIiIiIiIjoypO7j1kaGSoo6P+PPi71S3syfvx4jB49GrGxsQAuPnXhs88+Q3Z2Np555hncdttt+cqcP38e6v9GLZTaVhTtIyIiIiIi7yUnJ+Pjjz8u7WZ4hSNXXSYMw0CnTp3wzz//4OTJkx6nuzScMgB07ty5JJpGREREREREREREREWoYY2KWDTplkKV7XDHPu00SUlJzn/7+Hg+jZA7K8zjPY4dO4YDBw5gx44dqFq1KuLj4+FwOPD888/juuvcP6bHbNvy5rnLERERERFRyfn0008RGBiIxMTE0m5KofHiqsvInXfeiUWLFuH06dNISkpCWFj+53vv3XvxGcht2rRx+6x6IiIiIiIiIiIiIioHHKrYqvb39///s/m/JyG4bUKuLCAgoMDz+fTTT11e22w2zJ8/H++//z5+/vlnvPrqq6hbt26h2pY3z12OiIiIiOhKY6DwjwU0vJjv2rVrsW3bNjz99NMYO3asFzWVLj4WsBw5deoUHnnkEQwcOBA//fRTvjw6Oho33XQTlFL477//3Naxbt06+Pj44KGHHiru5hIRERERERERERFRORQeHu78d05OjsfpsrOznf+uWLGi1/P18fHBwIEDce+99yI2NhYvvPACjh07Vqi25W1f7nJERERERFT8kpOT8dFHH+GZZ55BaGhoaTfHK7y4qpRlZWU5/537h547q1evxpEjR5CRkYFff/3V7TSPPfYY2rRpg19++QUZGRku2caNG7F79248//zzaNKkifeNJyIiIiIiIiIiIqJSoACHo3D/QT/iVY0aNZz/Tk5O9jhd7qxmzZpeLVFuAwYMAACkpqbis88+c8kqVqyIkJAQbdty5xaLBdHR0UXWPiIiIiKicse4OHJVYf4r7NBVn3/+OVq1aoUuXboU6aKUBj4WsBT8/vvvWLduHQAgISHB+ffZs2dj9+7dMAwDPj4+GDdunEu5Ll26YNGiRThz5gwGDx7stm4fHx+MGTMGH330EZ577jnccsstCA8Px549e7Bo0SKMGDECvXv3Lr6FIyIiIiIiIiIiIqJyrW3btrBarbDb7Th37pzH6XJn7du3N13/6dOn8fbbb+PYsWO44447cO+997rkFStWRFhYGJKSkrB161ZkZ2fDz88PwMULpdq0aYNVq1YhMTERSikYhvuzPZfa17Bhw3J/pzwRERERkTeO+/jhmUqFuyHi+OE4NCxgmXXr1mHz5s345ptvCjXPsoYXV5WC22+/HbfffnuBy1WrVg1Tp07VThcUFIRXX30Vx44dw7Zt23D48GHUqVMHU6dORXBwcGGaLLK++LV2mu4vynnsjU+I+WM7RhWkScUi7pZHxLz6X/r3RmLs3i/md272/vmjzSPuE/Nd538Q8zui3hTzYfXtYn5osrwMHvpAXDSuYBXz1tFnxfzTujYxf/efRmK+P0keavztJqvEHACeu+agmH++sb6YPz6xhpj7WuQ2to2UV/TSM/5iDgDtI+U7HCceOyTm91aWv34fqJco5laLPP+aFQLFHACi/B1ivumcvK2F+cnrMTIgU8z/Ox8k5gDQtbLcxgfHpov5H2/JX/NxmfIybr1QQcz/u3aAmAPAqjPye/XlaHk9zEuU9/+ruowQ82y7PH/f0d+JOQCE/jVazNN85YFAr696Xsx/bCsv4xPPJIi50UR/IDznxVQx7/jvRDH/oJm8/7Y7Voh5r7Xvifm2Hs+LOQA06+i5Mx8A2i3/Xs61c5DZbcvEPPFe+TsUAKJ+mSbmCzq+Jub91r+rnUdxs0Td5jn0KYL2KUAJn1slf43DIR+KmMjlfbs9Rz/wr8MuT2PX5A6HJte1UVPervQHXHaHPI1NM48cbRu8y3M07btYhzyNro02zWAO+vo175OZ90Ezjbdt1I1X4W39AKA0dchHOoBDU163DNry+kE7tG30lq6NOhYTv6E0h0P6eXhXXPs7z8wyGJpl8NHMRPc+WjQbg0NTv9XEMijNFuvQ3AKqWwalXUhNboLXnwfNvhcWeQ4W3X5HV78pchsMQ56HrgWGbmMGYGiWw9B8qD1dYGI2t+doyptYzUrzJaL9CpHm4eU+jcwLDg5G69atsWXLFpw8edLjdMePHwdw8YKnjh07mq7/m2++wb59+wBcvBk578VVuSmlkJWV5by4CgCuvfZarFq1CllZWYiPj0flypXzlcvJycHp06cBAJ07dzbdtiIXdLMYVzNRRbrN83sAAI0r1tHUoO8r84pjqX4aSy+vZmGtLT/WMcyvgaYGOX92xlZtGz666x0x/+eI3HfRp/c+MT+dIfcB+RhZYh7VoYeYA4A6f0LMux9/X8xPtJbPESSnyPOv+rHcf1Phw2fkCgBEPC/3P5y8TT6BG5Is99t2qbpJzJNs/cW8smW7mAPAgeybxbxeFXl7rPKXfNIt54T8Rvg2Efp3AASkyuerAOCsf08xj/CLlStIkPtMjU5yn2fTLLmvLu2lyfL8AdR5aZDchuqN5Qo0+SOZv8j1G23k+gcMkXMA11kqirnaJe83HJDPEQS8OVcur+RzYsG+8n4NACIz14q5zb+2mPv/9aWYGyHyOQjfvp6PQS5W0E/OAZxPl7fngOHdxDz825XyDDTfsyrhqFwegE/lB8W8f11NBXXl9exYNFzMLT0055N89es5PvOUmFcKMHNUVXyMpiPlCQJ+K5mGlBEpKSmYPHnyZfE4wEt4cdVlrFatWqhVq1ZpN4OIiIiIiIiIiIiIipLC/z3ir5BlTbj77ruxZcsWHDhwAA6HAxZL/ivf9u7dCwDo3bu32wucPDl06OKNeYZhoHv37vnyjIwMJCUlAQAiIiKcjwG8pHv37vj+++8RFxeHffv2uZ33gQMHYLfbERISgkGD5BPoRERERESXu5q2bHx6Tr7Q2pNbbdkFmv7zzz9Hy5Yt0bVr10LNrywqilu6iIiIiIiIiIiIiIjoMtK6dWt07NgRaWlpiImJyZfb7XZs2LABwcHB+UaeOnXqFB555BEMHDgQP/30U76yERERqF69OmbNmoXnnnsuX7569Wrnv2+55ZZ8udVqxcMPPwwAWL9+vdv2X/r7vffeWyxPdCAiIiIiovzWr1+PTZs2YfhweUSz8oYXVxERERERERERERERlTdKFe6/Ahg5ciTq1KmDH374AXa763O258+fj8TERLz55puoWrWqS7Z69WocOXIEGRkZ+PXXX/PVe9NNN+HChQvIysr/uKL09HTMmDEDANClSxfcfvvtbtvWtWtX3HPPPVixYgViY10fPxUfH4958+ahb9++uPXWWwu0zERERERElyPDMGBYC/mf5hHzl6SmpmLy5MkYPnw4KlasWLwLVML4WEAiIiIiIiIiIiIiIsonODgY48aNw/jx4/Hyyy+jf//+CAoKwtatW7Fu3TqMHTsW7dq1y1euS5cuWLRoEc6cOYPBgwfny7t164a0tDSMGTMG11xzDWrVqgV/f3+cOHECs2bNQkZGBoYPH44BAwbAarV6bN/9998Pf39/vPHGGxg0aBDq1KmDU6dO4c8//0SfPn2co1sREREREVHx27p1K3x9fTFnzhzMmTPHJUtNTXX+e+bMmVi0aBEAoH79+njyySdLtJ2FwYuriIiIiIiIiIiIiIjIrYiICLz//vvYv38/du7cifj4eLRp0wYPP/ww/Pz83JapVq0apk6dKtZ74403ok+fPti+fTvi4uKQmpqKsLAwvPLKK2jcuDEsFnMP3rjrrrvQr18/bNy4EQcPHkTFihUxYcIEVK5cucDLSkREREREhde1a1d07drVbbZ9+3a89NJLAIA777wTffv2LcmmeY0XVxERERERERERERERlTcOR4nOrlGjRmjUqFGR1unj44P27dujffv2XtUTHh6OPn36FFGriIiIiIguT4bF3OP9KD9zt34QERERERERERERERERERERERFdYThyFZUJded/IeYH+z0l5g0WfCbma7qOEPNrV40XcwCoOtn98HWXTGszWswf2Cbnrz9hFfN3D4mxKbvO/yDmf1/zupg/2tC7u+Ge/ru2mFvqDtPWYf/oUTHfPitUzOfHVRTzEF8l5lWD5N3m+OPTxRwAFp8dKObtw+Ty/lb5iuKRzTPF/Hi6fF3tlnP6627rBWeJ+dbH5TbuXpco5s9vlddzncAKYn5tZbuYA8DpTHk5K/jKy9AhQl4Hq+PDxTw6UN/GVWc178Wb/mLcq8YZMZ99pJqY6z7xPxyO1EwB6C6AD9YcifSu+IqYd64UIuZ9q8vr+cbwV+UGAOhVLVDM912Q19STHS6I+foEeVuJmeEr5t8czBZzAJg49JiYL+0sr4c+1TLE3Grprm2DpFmnc9ppfB7p5dU8dHLelL+DfMd+J+aDF/yjncdyTd5v/btibnesEHNv34cyQQHKJsSaXadU9mIu75QcmvIOh/6uHt00utxul/f9docmV5r6NeUv1iFPY9PkuvI53i6DJjczD5t8yKddRpvmS7JIlkHTRl0dDm15L+uXi5uah66NSldeM39t/ZryZurwloJ3dwsaupVUBLy9odHQNNFM/bo9l+Yjq22Dj+Hd9u4wsTX5aN9rXR1eltd9P5l5n4v5Fk2Lbt+o+w6z6PdMunnockOzoiyabckw8T1s0ew8HYbme1RzvKRpojZ32E18A1h0H3xNLB0PKv2n4YqhVOG/qErg+4OKVpBPSzHPsG0X80Cf1mKenLNfzEN95RHLbNO/EXMASLy7mZhXCpD7qTa1nyDmV2tbIPvorrbaaWyO9WLer47cX2goeR8a8tpdYh48abGYZ7z+iJgDQODIh8T8XLtnxLySr7yt2BxNxXzz6WAxb/jEDDEHAGuWvA/zMeT34dq0KWKuEuQ+z9Tgq8Q89PAvYg4AUZPekSe4Xj6Xcqj/V2JeLfiwmFdIWCPPv3JdOQcQquLE3Hpys1zBdT3FWCUcFfMzFQaIeZXXhsjzB5A97W8x939Ofh9gkTu3M+vLj7vKsMsng4IM+TwKAGyKSxLzpg3uE/Oq2CDmx9O6iXm4f4SYn8+MEnMAqLhgvjzB4CfE2NK1i5jH+Mr71hZrRsvz7yz3jQNANfsFeYJvV2rrkKjTB+R8925tHcb1XjUB6rh8Lt7S51Mxn30oXswH1de3QXes4Fj2nJhbek7Wz+RyZ3gxclUR/BDLyvr/39HZ2fpzW2UNL64iIiIiIiIiIiIiIiIiIiIiIqIi8+WXX+LAgYsXCJ44ccL592nTpmHFihUAgKpVq+Lll18ujeYVCC+uIiIiIiIiIiIiIiIiIiIiIiKiIvP444+XdhOKDC+uIiIiIiIiIiIiIiIqbxxmHtRLRERERER0kWHlg9YLS/OEeyIiIiIiIiIiIiIiIiIiIiIioisTR64iIiIiIiIiIiIiIipPFAo/cpUq0pYQEREREVF5YACGpZAjV3HAK45cRURERERERERERERERERERERE5A4vriIiIiIiIiIiIiIiIiIiIiIiInKDjwWkEvFxi7Fi/szON8X858NVxFwuDVzT96yYf992lKYGYOjWMWL+wDZtFaK3DnQV88WdXhXz3uve864BAAb8946YPxotr4OBNbLlGYRUKGiT8jm/1ibmGTZ5t7YlIUfM/zz3lpiPqCdvy3+2vlPMASBZ08b1CXJ5pRm63dAMy3gsXZ5/jsMuVwDg77hAMX/zizAxf6F+iJi3qyi3cceFNDHfkBAk5gBQW7M5vjM5U8y3f5gu5jkOeQZ7U3zlBgBoGS7n/2m2lbNZ1cTcrtmWDibLjxd4oF6GXAGALReCxbxpiLye02xy+SCrvBCdqsgrKctRScwBoG6wvJwtQuUP3V8764i5biTVX45GiPlTTeI1NQAnt8jrsWObE2Ie8M7tYj6xmbxvfLLnATEP+vQHMQeAh6rL30HfxGmrEN35WS0x/1NeRCybG+ldA0ywWrp7VV7Nlo8ljEHeH0t4SylACYcTSj4MgLLLnyiHJrfb5HtPdOUBwK6bh0Oeh93hbXnv6jfXBjm36corOc/RlM/RLCMA2DTfcTYl12HTPGEnR7MMumXUfQebqUO3jN62QZc7TC2Dd3XoZqEvr9knmFgGM9N4w9vqjRIYk72wo8WbLW/ofuCYqEP3VCzdXkOzS4Ch29Z0P8IAKE0lDk0dut23LtfsEszdfql7+pi3t3Dq9u8WuQEW3RsJwKLdsWirKHYWzbZiaH6yG7ptTbOxGLrv8Rz99m5otmfd58HEW0kAAOXFFxWfC1iW7EmU+5gAoGm43Nd1IKmBmLfS/GQNSdko5mcD5b6+yg/+LM8AgL4HRtZ27qNinvPg82Lua7nayxYAPpaOYn4sVe5DqhW8Xsz921ctcJtyC3hqoFflAWDveblPs0v1aDEP9jkj5r0tv8sNSNX3mZ6peKuYK90XyfkLYmzUbS3mtkx/MU9pcoc8fwAbRz0p5r0vfCrm1YIPi/mO+Bpi3iyyp5hXzNkr5gBg/WG8mDuC5PfSqB4l5pYu/cS8SupiMU8Mv17MASDiec1nzld+r89mtxLzqI0TxTywY28xVyf3iTkAtKgq759DfU+KedaEqWJe8wX5XI06c0jMG1jXiTkA4M4HxdiuOUZPjugu5i3P/SRXEF1djFXMGrk8APu2/WKeeldbMQ+LlfeNRuMRYr430MSxhHYK2RrrvWLeRVN+YPpXmineKFB73LH0nOxVeXVqipgb1eRjkfLAgAHDWriOnpLogyrr+FOViIiIiIiIiIiIiIiIiIiIiIjIDY5cRURERERERERERERU3qgyMNwaERERERGVDwZgKewQ5Ry4iiNXERERERERERERERERERERERERucOLq4iIiIiIiIiIiIiIiIiIiIiIiNzgYwGJiIiIiIiIiIiIiMoTBcChCl+WiIiIiIiuOEZhHwtIHLmKiIiIiIiIiIiIiIiIiIiIiIjIHY5cRSXimZ1velV+UI3zXpX3eWO6mA99w6vqi4TV0l3McxyLvZ6H49A0Mf/x9iNifl/dDDHv8mUdMf+k+y4xHz47WcwB4MHF1cS8TUSAmDepKNd/c6S8MTxQXy7/1wl/eQIAPporgjtH2cV8zgm5/q8Phoj5E40uiHmNwAryDAD4WnLE3GJUEvNNmo90ZfltRKOQYDE/lpYlVwCgbYSfmM97Wy6/7UK4mO9OlN/HLIe8DgEgxNcq5uuz94n5yfS6Yj77ldNifs8HNcT8zxPy+wAAEf7y9p5ul5fx3VHnxPzRVyPE/Kn/5DZG+MrvEwB0rhwo5odS5PIfH5O/A7Nevk/M237jEPOXIuVtGQDG/SdvC9edkz8zA8IHifn5rB1iHthb3pYO3fCkmAPAQ/X125vEcfpXMf/z3Fte1W90HelVeTPsmYvE3BrQR8yNQe+Jedwtj2jbUKW78Jk+ewyoXEtbh0gBDuFjKWUXc3mfo8/le0/smhwAHA55Gl0b7JryOZrcpmmjrryZabRtUJrcIa8Dm9LlYmyyDXL5HE0b7Jo8R7OMdhPLoJtG1wbdetLXL+dmBsrQ1aGg+Ux62QZdE80sgyrmoT0KO+BIQXh7Q6Kh2da8nb+h2Q4AwEez63IoeUXq2uDQ7BN0e07NLufiPHTbu7a8bmPRrUfdB8rE+6xbTt1CaMprV6P2O0zXAO8bYWhWoy63mGhijq4SDcMilzc0O2fDkLcFXQ7oj3cMzXpW0pcYR1zKRel3YFJZKjOahgd5XUeDsMOaKVqKqRFxj5hXLmB7ioPvwzPEPMexwav6HXP0v4ntA+RpalnixDz91a/k+t/6UMzjr2sl5gm/rRFzAKgEXzFvEJ4q5nsS08W8iUPuuzge/qCYm1Eza5aYJwZ2EvOE1sPFPPJv+RxBrWuOiLnacUjMAeC6a4aIuaPW9WIenLhNzFvJ3fM4mVpPzMOS58kVALBqzsVY+twk5qc058SyM+W+QH9/uVN25kb9+aZb2vQS89DhN4i55dOfxDyz41AxD/TRnCg5J/eNA4D/1KfF/NRIed+Z/Ii8DKdOyf3GPWrK58TOZTYQcwCIQrSYW5bIn9kV9UeJ+U0x/4l54g2jxTyy1l4xBwCf1vI5gKRUeT2GJiaKuZE0U8ybVjTzTd1DTB3zHxfzLjd+aWIenhkti/9kvGPZc2Ju6TlZzI1qj4p5hm27mAdmHBRzOC4AloryNMXNAAxrIft5OOAVR64iIiIiIiIiIiIiIiIiIiIiIiJyhyNXERERERERERERERGVNyUxBCIREREREV0WDBgwLIUbf8nMyOOXO45cRURERERERERERERERERERERE5AYvriIiIiIiIiIiIiIiIiIiIiIiInKDjwUkIiIiIiIiIiIiIipPFACHo/BliYiIiIjoymIAhrWQj/fjUwE5chUREREREREREREREREREREREZE7HLmKiIiIiIiIiIiIiKi8cXAIKiIiIiIiMs+wcAiqwuLFVaSXeBLqt5c9xv99ov8R3/HfiV41ofWyyV6Vvxzc+N87Yv5xi7HaOnpUOS/md91yQcyXza8u5ssfPSbmw59NEfPjz8WJOQA83CBKzGcdl4dDbxEuf2HcU1ce0G/OCauYm+nTCveX89nH5UoerG8T8+MZfmL+U2xFMa9bQb8QS07liHnjMLn8vqRsMW+hWUkJmfL8g6zy+wQAcRnye30wRW7D/uQsMW8QKpfPtOvbqBte8oGwpmL+3E0HxPzNqY3EvH6oPP8TaXZ5AgAtK8r51kR5ez06LlLMr4mSP/MVfIPFvJYcAwDaVEwT88Yh8nv5WcsxYn5jzQpi3tJaScxnxOi3pXHvJon5hi/kfeP+vsPFvHOU/KHvf78YY37i5/IEAOprcrXxQzlfvUeu4Pk7tG0obdaAPsVaf/W/pnpXwfebi6QdSviaUzZ5W3XIX5Gw2+Q9q8OhqV+TA4DdLs8jR7P/tznk8nZNG+zKu7wo6rBp2pijKZ+jKW9T+gGYbZon5OjaoFtGXRvtmsMp3fzN1KHNNevApimvOyI0sy3p3gfdPHTH1kpTg768XnGfs1YlcE7c8LLPzGJ410hdcTN9ekrzmTM0Y9Pr5uHQNFI3Yr6Zp3LpvkK0XzHaFSUvg9KO32/ifdY1Urd71q0nL8fXt5jYL1k0i2l4u615mQOAYcgrQreaDM0OXveZtmt+5pnZpzg0X1KaRZTfKF5LRGVR9lmoY594jM9XuVksHulf0+smBPm09LqO8s7XcrWYJ2UfFPOw3jdp52EcWCFPUL+NGAe98YiYn7rjfjGv+8ntYl6v4ioxB4C1568V86uryOupSupeMd9uyG2sZMj9uiF+p8UcAA7abxbz+ptHi7lRo4aYZ9/0hJj7nd4o5tsa/k/MAaCtVe5D2Xy2nZh3CJXP9aRkVxPzLM0PRiNKv19St7QR8y0JbcW8TdRWMU+zyeeCrIbcCfRME7l+ADjUe7yYV1zzkVyBsV+Mz2fXFfOgtN1i7mjTS54/gMCWncW8etJsMfcP7inmTUM1bVy9SMwj69YTcwBQ0c3E3KhdS8wbRcid/I6B8r439KuXxFzdMUDMAQD2b8W4diV5W5hXRW5D/zD5PIkZjhUviLnRtLHX8yhtlp6Ti7X+QJ/W8gQhmtzybtE1hkoFHwtIRERERERERERERERERERERETkBkeuIiIiIiIiIiIiIiIqVxSgTAyd56ksERERERFdcfhYwMLjyFVERERERERERERERERERERERERucOQqIiIiIiIiIiIiIqLyRAFwFHIEKg5cRURERER05TEAw1rIkas44BVHriIiIiIiIiIiIiIiIiIiIiIiInKHF1cRERERERERERERERERERERERG5wccCEhERERERERERERGVN4V9LCAREREREV1xDBiwWAr3fD+DzwXkxVVkQng0jMETPMYdB5dgWzxIeeQ+Mf9zY30xj8vUD+L26t43C9SmvOZf87qYd2p4Qsx/2CYvw6kMfRtaLp2sn0jQV7MK3msyVsx7PvK+mNd+RN+Gt6PHiHnbSHnH3iA4S8xXxvuL+YQeh8U8LUUuDwCLjlYT84RMq5i/ue+8mA+uVlnMrUUwZmGLcHk5qwY4xPxEmryMsSk2MW8U5ivm8Zny/C+2QZ7mbKa8rUQHyeugRpA8/40JdnkCAKezU8W8bkiYmI+b3VDMdevpmii5k7ZxiBgDALZdkDe4D7/IFvMnHpEPVexK/syfTJd3jtFBgWIOAPNPBYv5qXR5PX5/epSYP1VT3nd+f/8BMd/6XxUxB4DlH8ufmetuPC3mI7+pJ+aDouVtNdJP84Ew4fu28nq87xW5DV9PqyHmj78gryOlcsR8SGW5fQDwy1n5O6w82N7zOY9Zxv4TCGwkr2ctBSi758+1Q8gu5vI+R1ferssd+i9Ru0NTh2a/pZuHXcm5TZPrypuZRrsMxZzb9F/zyPFyHjma9zFHcx5Tv4xy+Ytt0M3D21zzefKy/ovTyBPp5qGbhba8JjexKXl9zlrXhpJgeNn3Vcg+t/9fXpObaZ/DkFekro2GbnvXNEK367Rqt9YioNlglW5FWnRtNPNG6z5UujZoYk31hnb+Zn7salakRVOHrrhuW9VsiwBgaNajRfNeG7pjCc0O3NAsg0P3PgOw2+Q2GIb8e9gQlrEM7FaJ8vOrDKPW0x7jyBJsikfps8Q43nKNmGfaQ8W8ZrDcd2JGhm27mAck7RDz+KA+Yu5ARTEPCxwo5gBgNNZPI0kN2CXm1f76z6v6d5xL005zdZUYMbeekddzalRXMW+9/2Mxd2zfK+aW67uLOQCkVrhVzOdVfVnMB1RYKOZWQ+6bRnamGLeLXCGXB6A2yu919eatxfyUo7OYV8tZLOYVw5qI+Xl7GzEHgMPx8t6tecQhMTcOrhfzlGj5hNHOePnArLflXzEHgPp/vyLm53Pk83Lhx36T84pHxTwrooWYW6ZMFHMAuHC/fN7NFiRvS4mZ8v49yioft1246ikxz9J8fwBANUSI+a5KHcS8/ud3ibn13p5yA27rK8a23+fJ5QGcvXeKmEdnLBPzSkF+2nlIknP2a6cJCZPfi/iqd4v5lEX7xPyNPo3FfP3pZDHvWFW/rZR1SdkHxdyusmA19OeRqezixVVEREREREREREREROWJUoDDzKXCHsoSEREREdGVxQCMwt5Fx4GrtDcQEhERERERERERERERERERERERXZF4cRUREREREREREREREREREREREZEbfCwgEREREREREREREVF54+Dj/YiIiIiIyDzDyuf7FRZHriIiIiIiIiIiIiIiIiIiIiIiInKDI1cREREREREREREREZU3HLmKiIiIiIjMMgDDUsiRqzjgFUeuIiIiIiIiIiIiIiIiIiIiIiIicocjV5HXHMd/1E5jqXlvsbYhZOoPYn79zY+IefSsqdp5HOz3lJjXfzZCzG+YVlPMFz4o32n2zM43xXxam9FiDgD3V5OneaRBuph3fk6+JNWugsV8SqsxYl4lIEfMASA5W74mNDZV3q3VDJSXoX4F+X3Ye6ySmJ/ODBBzAAi0yvPIccjlu4VXFvP/ztrEvEOUvI7is/TX3abkyMvgp7nqOdzfKubBmm+nKgHySvI38bzgxCw5bxQmv5erz2Rq5uAvprp1AAD1QiqK+c5Eu5gfz5A/0/WD5c/s7OPyZ3JF5u9iDgC3h90t5h++6Cvm7/c8JOZ7j8ifyT9PhIp5So5+W6kUIG/vNYPkOhZ2fE3Mr6ssb/DfLmgg5k1DM8QcANLt8vZmrSGvpzYV5W1t+wV5W0qxyduSmveGmAPA0K1vi3l4hVZinpD8sZg/Zhkl5j+3k/NfzsrfceXBdyaOJYZtm+wxC2y/yus2KAU47J4/U1IGAA6H5ljFLn/HORyaXDN/ALBpPm92zTzsumXQ5DZN/Tma/OI08jx0deQoXXkvc039AGD3tg2aQSD09evKy7mZafTz0B27y+V1A2HYlX4hdPPQVaFZRG0bva3fTB06ZuZR3CxeLoPh5Z2Jur2Omfp1H3tdHRZDXgm6VaQ0+wyHiYVwaNqgmYV2HSjditbMQGnaBwDQ3t2q+9B5uzFpF1JbhaFZkYamCt0dvma+Z3W027OujZr30qY5HjI0Ow3DxJeYoVkIh+a9NKSF5EBNVA6praPF3Ggr50Ui6GYxrpSzQC4f0E/OM+Zom6B2bxZz/3PnxNzRW+5jqmxUEfPknP1iviVe36/bzm+emDs2rpEr6P6YXF7Jv6uNpBOa8jfJ8wdwKqOlmNcwdop5SM4+uQ0n48Tc0lzu50JigpwDsITI/d831Dko5icybhbzGsny9mxUqi3mKiBEzAEAdeqLcdXAGDG3pJ6V25CWKOYBpxeKeWC05n0CEO44L+aH0+XzgnUapIl5NWO7nAfK/cYp4b3FHABSc+RzLRWtx8X8YOXhYv7c+JVi/stouU+1woBuYg4AjgfvEfOoO5uJeVh/zX7JIrcxwi7vW6Gy5RyAij0g5s2jaskVjJTfB3Vit5gbQRXFPOfQBXn+AKoHbxXzVFtDMQ8PkM8RONa+IuahnceJOQDMDHhCzG+ZKp8Hf+MZ+XxQQuZJMe9YNVrMy4PjafJ+q2awvO+0GvJ5Qyr7eHEVEREREREREREREVF5ogA4CnkZLy9SIyIiIiK64hgADBMDVHgqe6XjYwGJiIiIiIiIiIiIiIiIiIiIiIjc4MhVRERERERERERERETlivLi+bUcuoqIiIiI6IpjGDA0j2mXyl7pOHIVERERERERERERERERERERERGRGxy5ioiIiIiIiIiIiIiovHFwBCoiIiIiIjLPsHAEqsLiyFVERERERERERERERERERERERERu8OIqIiIiIiIiIiIiIiIiIiIiIiIiN/hYQPLaqiEx2mm6rSmBhgiiZ00V837hr2rrWJD4mZirf/4nV3D0pNyG9e+K+frrXhLzYQ+lyPMH8Nr/9oj59FX/ivmFocPE3M9SX8zT7PIwgzuT/MQcABJt6WJ+dZC8W/v2kDxcereqchvTbHL9M2L1Qyl2ryZf16qroXeVDDF//7xdzH8/kyrmXcKqaloAnE63ibldyespNcch5qG+VjE/Jm8G0DQPAJCYJa+nQB95GepUCBDzAHkRsCtJfh8BoHJUkJg3DNVdIy2X1z08INLfV8yvU7dpagAG1sgR89Xx8ud+yNzqYt4oJFDMa1cQY1TwkbdFANh8Ts7vqSNvkO/slj/V9YLljaVZRbn8vhR5HQBAXIa8rRz/QH4fzmfLbagbLH+e/C2a/V7/sWIOAGmP3yfmE+rfKuZ7+vwl5i2WdBfz4+ny+zSl1RgxB4AOkUli3m75h9o6JE/VlNfjZ8ffFPNh20Z7Nf+i4hD24Q7NsYTdJm9rDoemvF0un2PX7NwB2JVmHro2aMrnOOQ22rys38w0ZT0HgBzNesjRfAnq3wddeTnXlTdTh7dtVJojAe38TSyDTVOH0uS6WXhfXv8oJW+ftlQWHtbk7WDv3o4WbxhyBRYTK0n3sdfMQrsMml0GHIbcSIeuASamUZpDe91nVrvBa2+vNPFG6z4Q2o1FLq9ZzTA0y2jm0Qa67U23miyajdGieSPNbO+6/bdFtx4NTRs087dqdvAOTf0AYJd/HsBi1SyDdMxXFnasZYVC4b+ouB5LVGKz+8U8omSaIfPtJ8ZrT8m/ZztXG6ifh+0/MTbCwsTcYnSW689ZIMYhO9eL+fnIZ+T6AaDSnWJsNDor5krzPZFpryjmvqH+Yn7qWJaYA0DrqJ1ivjvrLjFv7rtKzI2mTcX8YOiDYt4g4ycxB4Ach9wXZpkjnw/y6TNBzJenyJ+HntU2ivnp9JZiDgDVIrLFPEOzLQRmHJBnYJH7to3oBmKe7N9Crh9ASPw8Ma8fvkzM1Xm503W3Iff1NcvYJuYhsd+JOQD4tB8i5lZD/kxVDpTP+4165loxD176ipgbfQeLOQCc+GihmPuHHRfzChc2yTPQ/G6+ENpFzEMXvCPXD+BQj0/FPMwnWcwrW3aLuVGjmZhfsMvnNiu8P1rMASAlR/42D/E9JeaxF6qJecPO48RcnfxCzAHg+noDxNzv0fu1dUgcmvOC57LkbTHc74h2Hhaja0GalM8fB+Tv6dsaVhbzmsHBXs2/TDAAi7WQHT18miBHriIiIiIiIiIiIiIiIiIiIiIiInKHI1cREREREREREREREZU3DhNDSRIREREREeHi4FNmRn32VPZKx5GriIiIiIiIiIiIiIiIiIiIiIiI3ODFVURERERERERERERERERERERERG7wsYBEREREREREREREROWJUoBDFb4sERERERFdWQwDhrWQD/gz+GBAjlxFRERERERERERERERERERERETkBkeuIiIiIiIiIiIiIiIqbwo7chUREREREV2RDAtHoCosXlxFXuu2Zlyxz2PFtSPFvPua972qv2fVQO00ESFtxPx8yjYx/+uqN8T8lhvk+U/YLbfxtT8ccgUAPm94nZhPbDZWzGfFRYh5uCVLzEc2zxHz8bv8xBwAXm6i2+FniOmNNVLF3Ncir8fxMZXFvElF/YCAbSqmiHlqTgUx/+N4gJi3qiivo6Mp/pr56zvmelWzivms4/L7UDlAbsOBJHlbiQqUv77qBIsxAMDmkN8rXf+kpgnYeUFeBxG++u39aKpdzIN95GU4nJEs5vUDw7RtkFQK0C/Dz7HyZyrdninmjUL0+2fJslNy/T2qyZ8nAAiXN1dMOSjX0TJM/rw0DZPX0fls+TM9/6S8jADQPExej08cGCXma7qOEPO/Tsj7rXaRYozN3V+QJwDQfsUPYv6wtgbvvLL3zWKeg960NqPF/O466cXeBsfpXz2HOYmAb7hX9StlwGH3vG+TMgCw2+XPi12z77c7NOWV/oendh5KznO05b1ro02zjGbakKOZR45mHtrcy/ov1iHnuvWUozm0tulyzfxtJrYl3Tzs2mWUJ9CX1+T6nx/aOnRVKM0y6I7XdEe1Zs5He3vOWmlbUfoMeNeppuuTsxjyOjAzd83uHVbN0PS6ket1uxXdR1ZZ9O+zbgqlaYRDtxCaNjh0HzhTY9vrVqRmKXUbi7dtNLFf0tLOQ57AYsiNMEx8h+k+kzmaRhqaz5xFsy3l2OXfL2aeBKFrg91W+GVQXu6ziEpDhH+dYp9Hui1GzIN8WnpVf72Kcl/d9zvitHUMveYdMc9xbBBzX039q+M7ifm1teLF/PqwTZo5AEnZ9cQ8xmeomFdIkvexrZO+EvMF1vvFvF/KF2IOANgsv5dNT/0s5jnHL4h54v0fi3lD31Vi7ojZJ+YAUKPRTDHPGPCcmFeD/F5bo1qLuc0SKuZVlr0q5gCw6eqJYt46ao+YJ4TKJ5Qq2daJuWPFQjEP7ak/OHQcPS5P4CP3HR8Pf1DMa/kfEXMV3k7MLRFnxRwANp2pKeadq+0Vc1+LfA6gWeQxMT/eZZKYpybaxBwAWkfJ27PNIfcLr8seKOadgxaIeajvSTE/21d/Drma72Exr5Ahvw/KiBLzpSfbi3nTSPlkT0U/ed8PACGJct91Usi1Yt45+pSYq7OzxNyIfkLMAUDTRQ9A/jzoVA6s4lV5b+cPAPGZ8nq8oW6Cpgb5HLCO+u91eYK0OCC4ulfzoNLFxwISERERERERERERERERERERERG5wZGriIiIiIiIiIiIiIjKGz4WkIiIiIiIzDIAWAs5GjAHEebIVURERERERERERERERERERERERO5w5CoiIiIiIiIiIiIiovJEAaqwI1dxwCsiIiIioiuSYeEQVIXFkauIiIiIiIiIiIiIiIiIiIiIiIjc4MVVREREREREREREREREREREREREbvDiKiIiIiIiIiIiIiKi8kapwv13GTl79qyYJyYmwmazlVBriIiIiIjKMMMArJbC/WfwcYI+pd0AIgBQP78g5t3XfOhV/R81Hyvmw3sd0NYx4tNtYj6+qTyPEXveFvOhVUeL+bgO58W8wYLPxBwAVmvWw+11T4n5S7u/EPP517wu5lUrpIp5uH9lMQeAAGu2mG+9UEHM7Ure8f9y1E/Mb6mZI+YrzsrlAWBNgtxG3XdTjkPOE9PkDqMH6sudaJ8dyJRnAAAIENNAq/z1cjYzS8yrBcr1n0mX34dT6fqOwqqBvmK+5Xy6mIf5yOU7RAaJ+fbz+vXs55CvgfbVPBc5zBIo5iG+cvlzWfLGlmHTbIwAelWXt4VjaXK+94L8mW8YJn/mrqsib0vn5E0RABCh+VjvviB/5tpGWsU82CqvxwuGvB3kKLuYA8D/Y+++46So7/+Bv2b2eoFrHHf0IkVAOggqKkYMqKBiiFHUxEhiTKyxxBYssWCJiVG/aoya2IMRMSqxYQNEilgo0qTDcRzX++3uzO8PfiLI3eu93B5Hez0fj3uE+JpPmbIzszOznzmzHd//+p//lebHzrqP5v/pxI8vf1g+mebWcRoA2p49ieZJLfi28uZXnWl+zrmbaB647ima9864gOYA8NX1fL9RuZyvy4u+/JfZxr7m5vy04TD23iZpw/Ma3jexbEfOPy9emJcPhfnnNWzUv2Ma3kbQqCPsR5db9QeNcyEACBmHUet8Kvrcap/nkbRhnU9Zh7hglMvIan9HHbwRczlZ8xjlco5oPXh8IqsKo7iZ+0YLVnnAvv/smXNx4Iv2V3fW9xfjlBUO7P2SVYfn8PVglfeNmbB2nRF8pGEcHsx58MyLmMYx0qg/IubGwvvgmA90RLeg3Qg2Ztfogpkb9QetFR1BJ11jObnGBhkyzgXMz6SxrVjnOgDgGH1wjIOIy5bTwb/bPWgtXboUL7/8MoqLixEI7DhvHjlyJMaOHbvz/zdGfn4+/vvf/2Lbtm0oKipCXl4eUlNTMXToUIwdOxbZ2Q1fL9y+fTvOP/98DB48GCeeeCK6deuGpKQkVFVVYePGjViwYAG+/fZbTJkyBS1atGh0Hw8E/vqHaJ7U8cqo6t9WnU/z1gVTaX5h38vNNgprN9I8M34ozddX8Is4xybNoLmTxr+314S/oDkAtNj4Os2P63oNr6D03zT21vNl1H1wMq+/1r427XTuRXO/ml8TLTn5NppnfXQ7zYOn/ILmMe3b0RwAUF1uT0MUhI6iedacu2i+ajC//tFjzE/MPhwRLqD5mjLexx6JH9K8KHYgzcMnD6d5VuX7NAeATYP5cmqduJTm7ebdRvPiQZfR3Avy62wtHb6MAaBzGq8jsH0ZryBjCI0La46gefvPrqO504+vRwBYVjSB5r0TZ9J8eGgBbyCpK43dmmKaF1bzexQAkBPky9mv4Z95J4kf41Pi+D2I3AW30XzVH96hOQB0m8e3d9StoXFKTG+aV2Tw6pON8wQA8Neup3ntcT+nefybf6O5eya/fv6XWd/S/KpOb9McAJCYSuNWWRcaFeTabUTBOZrvF5EcwTzKAU0PV4mIiIiIiIiIiIiIHFT8yJ4UbqjsXpg+fTqeeuopTJ48GUOG7LiRXFhYiNtvvx1z5szBXXfdhbg4+6GOH5o7dy7mzJmDiy++GOnp6QCAuro6vPLKK/jXv/6F6dOn44orrsCoUaPqLR8KheD7PhYsWIAFC/a8OTxw4EDceeedB/2DVSIiIiIiTcb6xY00SK8FFBERERERERERERGRPcyePRuPPfYYJk6cuPPBKgDIzMzEzTffjK+//hpTpkyBv5evG9y6dSvefPNN/P73v9/5YBUAxMXFYeLEiTjrrLNQU1ODBx54AF980fCIQqmpqTj++OORmpoK13WRkZGBIUOGYPLkyZgyZQoyMoyhHkRERERERCKgkatERERERERERERERGQ3lZWVePDBB+H7PkaPHr1H3rp1awwYMACzZs3CzJkzcfLJJ0dc9xtvvIGhQ4c2+BrIs88+G9OmTYPneXjuuecwYMCAeqdLSkrCH//4x4jbFRERERERaQyNXCUiIiIiIiIiIiIicjDxseO1gI35i3CQqWnTpqG8vBwdOnRAWlpavdP07dsXAPD8888jHA5H3P3169fjiy++QEVFRb15dnY2UlNTAQBLly7dq7pFRERERKQeDuAEnEb9QW8T1MNVIiIiIiIiIiIiIiKyu7feegsA0LFjxwan6dy5MwBg8+bN+PLLLyOuOzk5GXPmzMFPf/pT3HffffU+PBUIBAAAnuehtLR0L3ouIiIiIiLStPRaQBERERERERERERGRg40X4RBUjbB27VoUFhYCAHJychqcLjc3d+e/Fy5ciEGDBkVU/wknnIAPPvgAwWAQ7733Hk455RT0799/Zx4MBnc+UJWSkoKWLVs2WFdZWRmmTZuGTZs2Yfv27cjPz0d2djaOP/54nH766YiPj4+oTyIiIiIihzxXQ1A1lh6ukqg5Tqw5je8HaX7p9Q1/OQaAx8/j9c885kaaX/FwEs2dk57jDUSguI7n/rNX0rxDShbNj3j7UV7/vD/zDgDoksw72emtx2i+fuxvaL6guC3NA04aze8/fgPNAeDZxZ1ovqiQDxG+rIRfTOmSyg8om6r59l4ZtC9qLajgfYw1DmrtUwI0D/t8UMJnvuV9HJCRSHMACHo8L6jhbeQmJtB8TVX9Q8J/xzXGnuyemkJzAKio4zORGuDrOuTzeSw3toW2SXE0B4CNlbU0j3F5H5Nj+GHe2lyTYqIf4PKNTTU0z03g20J6PJ+H6hBvf4ORH9GC5wDwQR5fD91b8P1KrfHmgj7pZTTvUMe3lbBnb+8ldXz///Kvimj+5uZbad6jJd8vPdT7DppfuXQyzQHgX/1vo/kFM3rS/Lw2P6O5dT5z25OdaL60yD6XCFe/Q/Oyc6bRnJ8tAbXXXUDz+Pt5H98bzs+nAGDU3HvMaaLiA1644X18mGQ7cr7fCntG7hv1e/YXz6DVhlFHyMiDRm7Og5FHMo3VBzM3jj92+UjWA89DRm710V5GRv0R3AgNm30wcqMPdv18Aqs8YC9n33gnkbWYrD4acUSMWYDfFI3sZ06U19RcYxFY9UdyxmnV4RkTWNcNPcfYFo0KPGtDAWAdQsxdm7WgrQbMhdAE27K1Ms0+8j44xvfACL6O2x9qg2P10ViRTgTtO8aCtFalsTkjYKxrx+HtG1+xAACu9Zky2vBIHw/+vW7TWVVSix9P/7bRZbu14tMsXrx4578beiXgD7MlS5ZE3IdjjjkGl156Kd58802kpqaiS5cuu+ULFy7ceZwdN27czlGsfqisrAxTpkzBb3/7W7Rr1w4AUF1djYcffhiPP/443n77bdx9991o1cqY4X1o4l8+ofkLVx9v1vFV8sU072+Urwl/QfNWX/+H5s7Rdxkt2IIev+YYfuUXNE8Z9yeaOynn0rzq+tE0T7r9tzQHAHS9hsb+0rtpXt79JzRPzVxB807v8Ovzzpn82gcArK8dSfOMo4+keavQApr7bdvQPOTx62jbW/FrGwAQ61bTPLNkJs3d9KNovnk4v/bRvfRfNPe/zaM5AIT78OtYPZz/0nxp5ek0T4nj11Q7FPwfzZ3WnWkOAO0SF9Lc8/m1Nqd1Ns0ztvFlUJx9Gs39Yns9tG23iE9Qxc9ZkqpX0jwniV9XXngU37cOylpMcwDo6vE+wEmmsd+uLy+/gS+j5S1+RfOe6V/y+gGgxngIehU/v/CWfE3zYSP558GvbXiETgA4YsYNNAeADRV8v5QSy7eloDefl48Zysu3r6Q5ADiz+Gc2MaYfzZ/two/DY2r4Z+7qEV1pHn6FH18AIHDameY0jL/+IZo7Hfm9/NK61TRvGXfEXvdJDi56uEpERERERERERERERHb6btQqAEhMbPihmKSk73/UumuZSIwfPx7jx4/f4797noepU6cCAIYMGYILLmj4YYvq6mpccsklOx+s+q6/11xzDZYvX45169bh9ttvx9/+9je4bvQ/IhMREREROWg5AAKN/JWdBrzSw1UiIiIiIiIiIiIiIgeTbi3j8c64LvaE9Riy/Etzmu9eyQcAMWRk7F2zkpKSRvXnh5599lksWbIEI0aMwI033thg+7GxsWjbti06dtxzxIlAIIBTTjkFTz31FFasWIFZs2bhhBNOaJL+iYiIiIjI4Uc/1RARERERERERERERkZ3i479/RY9H3n+6a5aQkBBVm77v46mnnsLLL7+MX//615g8eTJiYxt+rVRmZiYefvjhBvOePb9/7dbs2bOj6puIiIiIiBzeNHKViIiIiIiIiIiIiMhBxvf8fVZ3enr6zn8Hg8EGp6urq9v577S0tEa3V1tbi/vvvx/Lly/Hgw8+iF69ekVULjU1tcFs13nYuHFjo/smIiIiInIocODAcRv3fj9H7wXUyFUiIiIiIiIiIiIiIvK9du3a7fx3WVlZg9PtmrVv375RbRUWFuKaa65BOBzG448/HvGDVQCwYsUKLFiwAL6/54Nmrvv97Y9dHwITERERERHZWxq5SkRERERERERERETkoOIDjR65yi43YMAABAIBhMNhFBYWNjjdrtmgQYP2uiebN2/GLbfcgjPPPBNnnHFGvdO8//77OPnkk/f478899xyeffZZAMB5552Hiy66aLe8pKRk579btWq1130TERERETmkOAACjRx/SQNXaeQqERERERERERERERH5XnJyMvr16wdgxwNQDfnudXuu62LYsGF71UZpaSluuukmXHbZZQ0+WFVbW4uvvvpqj/8eDofx0ksv7fz/a9as2WOaoqKinf/u3r37XvVNRERERERkVxq5SmxeKcLlbzUY+34w6iZaJUT3nN+PPr0nqvIvDrzVnOa8RbfT/J5vJ9P8lcE8v+vbO2he3pH/oiwnkcYAgDG5lTTfdMavaf6Hebk0T431aL4sNoHmC7/sRHMAWF3Gl8ORaQGa90zl22tBLd8tzt7G5zE9nrcfifJQiOZFtfzzkhLL8xU1Df/aEAAya7JoDgDfVJbQvFdyGs3zq/l6SHHjaO7VM9T7rrYZ9QNATmIszcur+HpIi+PbirUphDz7Ee8qY/+6oYKXL/b5Z351sJbmA5L4Z746xD8PAJAa4Mu5tI4v586pvPygjDDN/7Oe93F0rv1r3Tad+cp8fi1fjlnxfHvu/9E/aP5Az+tp/ui2T2kOALfEDaf5hL57XoTe1f+2dKb5mnK+nG8fvJXmF+bcRnMAOLoV/8wc12suzc9us5LmUwfdSPMJC/9I80j4f36J5u3/+0+aZ7UYQvN/99nzl9y7anPK5TQfNfdhmjcH3wfC4YaPY6Ew/zyGjX1r0OPHyLCV+/Y5a9jnfbDykNFGtPUHIzj+WNOEjF2nlVv1B8154PUDgHWIChp9tJejUb8xikQ4gkEmrDasOsw8yj6GjfOxHW3w3DNGzbCasPpgDeZhtR+JCBbDAc9xopsJ1/jpomvsdpwIfvnoGl00PrJmG54xgW9tqxHMg2+1EeUvQH1rIVn7f2tFAVGMkPNdG1b9Vh+jnEcArtEHqwnrOA2P7/is9nf0IbrzGcfYXoPGirD2CW4EH1rrnMrhX+PgumQ5HgL73YPJeeedh0WLFmHVqlXwPG+31+x9Z/ny5QCAUaNGITs7e6/qf+yxx9C7d2864tXnn3+OcHjPjaasrAzB4I7rJmlpaTj//PP3mOa7h7Icx8GYMWP2qm97pXwTvI9+32D8wtUPRt1Ey/jobuUkBAbwCY7meVVoMc2TYo4y+5CTyK85hs7+Dc1vf2kbzS8/ndef8acnaZ64dRrNAQBld9J4Q+fraJ4ULqJ5i978AcVA3xE0Lw3ar+bsGDuT5n7BBp4Xbqf59m4X07xVYDnNS2DPQ1Uog+ZZ6fyaZnzRng9s7uqbqo40b9eyJc0/bv0zmgPACUVTaV6exdd1rldA8xiXvwrV6dCH5t6cd2gOAM7xY2keKFhGc/+rJbz+rvx6ZLmxnmNzTqI5AHyxhddRE+pN81HOmzSvTWhB816Z/PNWXMu3RQDIzOPbUtVjfF2W3vYizbPnP0XzHq1uoflnPez7r13S+H2QfxT2oPnNg+bT/N/L+euGz2nL92ve/Fk0B4Ci/mfRvKSWj6B51LaXab6tE98W0uNpDABYMvoxmreu4seoc3pvoXl8YLDdCcI9OoIRUJPOpPGzX/M+Tuh1Is3jfH6vpWXcMTSXQ58erhIREREREREREREROZj4aPxDjxEW69evH4YNG4bPPvsMixcv3jmS1XfC4TDmz5+P5OTkPR5uysvLw+TJk5Gfn49zzjkHEydO3C0vKyvDhx9+iN69e2PevHl7PLjl+z7y8/Px4osvYsCAPR/8SUtLQ1paGsrKyvDoo4/u8WCX53mYM2cOAGD8+PFo06ZNZDMtIiIiInIIcyL5cZXUSw9XiYiIiIiIiIiIiIjIHm644QZcddVVeO6559CnTx8EAt+PJjtjxgwUFxfjrrvuQk5Ozm7lZs+ejXXr1gEApk6dusfDVV9++SU8z8PixYuxeDEfFak+juPg3HPPxWOPPVbvyFavvvoqioqKMGzYMEyaNGmv6xcREREREdmVHq4SERERERERERERETnYRPu6zggkJyfj3nvvxX333YfrrrsOp512GpKSkvDFF19g7ty5uOOOOzBw4MA9yh133HF49913kZ+fjwkTJuyR5+fnR9238ePHIxgMYvLkyRgzZgzatm2LcDiMuXPnYu7cubj44otxzjnnwInkHbQiIiIiIoc6B0CgkefGOqXWw1UiIiIiIiIiIiIiIlK/jIwMTJkyBStXrsSSJUtQUFCA/v37Y9KkSYiLi6u3TG5uLp588skG65wwYUK9D13trXPOOQenn346Fi5ciA0bNiAQCOC4447D5Zdf3mDfRERERERE9pYerhIREREREREREREREap79+7o3r37/u7GHpKTk3HCCSfs726IiIiIiMghTA9XiYiIiIiIiIiIiIgcbPx9/1pAERERERE5VDiNfy2g3gsId393QERERERERERERERERERERERE5EDk+L5+3iINGzRoEADg888/38892f+u6XQHzf+8bvI+bf+RPrfTvEdqjVnHpBVf0XzqUb1ovqEyieZ/X11L814tk2neItZ+4vX/tr1G85+2PJPm1i6vXzpvf1stfyb13g1P8woAjGtxIc1jHb4ceqTxPkwtWEfzzmhD85TYAM0BICmG96Ey6NG81uN5dThE89SYWJqvCW2nOQCk+ak0PzorhebLiutovj1cSfNuSS1pDtgPj5fWhXkeCtL8x20Sab66jLffw54FvLypkObHpGfSfH053xZcYxm1SuSDdEZyFlRcy5fz6e14+bWV/DP1WQHfdybH8HmoCfP+AcDgrDiat4rnC2J9Jf/MP1HA9813djyD5ndvmk1zABgZfyzNa8N8v3JRV74tvbE5geajc/lnfuz8O2keiW0TLqZ56/88S3Pf55/5fS3a88ZBgwYh+O0GzDjhrAanCQb55ykY5nmdkYfCfFuv9exjZMgz6jDaCBrlgz7f8dVZ5T37fMuaptbIQ0YfjdMEcx6t8pFME3UfPb7fDJnt8zySOsLGQSxstBF9/fZMWH2wzs1DRm51wUN05SNhtWGWj7ITrvHdoSm4xi8TrS5EWz6SOgLGSaH1y8KA0YmAUYFVfsc0Rm7Mg/V12epjrJHHRDAPVh0Bh2/PVvm4KOch1mh/Rx1GH43FEOfynadZv5EDQHyUbcS5/PtBrFF/XMBq3z4QxwV4H2KMPC624fzUT6YhrmuHw/5a5aBBg+BvXY/5l49rVPmhD/8XTk7Hw345NgVdP98hr6rInCY3KWOf9iHozad5TOEymk8rOdVsY3zSq3yC2Hgar44/l+YZCfyaZlrcRprP3NCT5gBwdC5fV67Dry0kz3mS5o7x6tCxj3em+T9v6kNzAEiNzaN57Hv8Gv0rHW+l+eiu5TRvGVpCcz/vW5oDANJzaOyk8mumNW5rmseX8D4uc8bTvEPqBpoDAK74HY1T77+M5nnuiTRv/fX9vH3jHoPTsy8vD6A8dQiv44rf0DzltyfRfOvkN2he8vSHNO+55l6aA0BF35+Z0zCp1XxbQTy/r7fd70fzjI/uMvvgDBpK8w2JfN8ZMq7RZCZsoXla7Hqao7KY5wDK44+k+RVP8n3vM5fya8/ztw2meWYiv2cGAOV1/Pp4/5SPaP5NNd/ee6TxcyHXGUHziJS9QuOBowpovmjeb6PvQxT293njoEGD4G9bg89+z9dlQ4Y9+AGc7C6H9XmvRq4SERERERERERERERERERERERGphx6uEhERERERERERERERERERERERqQd/z4yIiIiIiIiIiIiIiBx4jNfgiIiIiIiI7Cbg7O8eHLQ0cpWIiIiIiIiIiIiIiIiIiIiIiEg9NHKViIiIiIiIiIiIiMhBxY9i5CqNeCUiIiIicthxALiNHH9JA15p5CoREREREREREREREREREREREZH66OEqERERERERERERERERERERERGReui1gGLbtgHew5c0GLuXPxF1EwtOuIbmA2eeRnP35f/SfOk/+VDXZbVxNAeAB6Z3oPmikb+n+f+2pNH8uKxKms/fnkjzB7csozkATEwfTvOjP/4jzf/Z/g6aB5wgzWOM4QJPbl3BJwBQHT6T5kMyQjSfU8B3exureCdXlNbR/PjEn9EcALITAjRfXFZO84JtfB56xbanedDzeP11tTQHgO3BIpp3cLJpXhSuonm7uFSalwT5ekjzeXkACIEvh/XlYZonBPjzyalegtkHS0WQ93FNaDvN27uZNP+ikNefHs/ncUmx/RqB3skZNF9dxtflMqykeT/0pHlaHP9Mf1PC2wfsdb26gn+mN1Xy5dQxJZ7meVV839onnZcHgIQA78OP22+l+Xlz+HHy4SPGGj3g29q3v8s1ygPPvsHzL4r4vnG+kT+6cTLNH+rNj4FjM26mOQD896/8OPfM4o40T0nsYrZxsPMBhL2GP3MsA4Cwzz/zYc/IoywPAKFo2zDyYJT1W+UBIBh1H6Or3yxv5AAQiroNvt8MRdnHcARv4rH6YNUR9o3yZh+t9u2ZCBnTWFVYbXjGK408q/0IXokUweZmlN/Hr12KoHo3ynHbrV/lOcbnzXWM3CgPAI5jrGtj32YtA+PwAuMrFCLYtcIzloO5PbrGPES7sboRbEzWjBp9dI3PpLVvNRnt7+gDzx1jPZjbu7UaI9r/8w3SMfZMjvGptRaTdQxzI9jxBB1jHozPdChEcr3N7ns+4Df2c6Pl2LRChfC3Pd1g7GT/Muomwv6nfIKp/Bq9X8Ovc8VM+AmvPy6Jxq3ff4WXB+AfezzNC5JOoXm2P5fmS6tOpnnIP5LmJ3YooTkAOPGX0nxDRTXNN5fw667tkvk1V+eNZ2j+o7EX0RyAua04P53E876DaF6WcjTN772KXwPKLHmJ5gCwPP48mscM/zPNz0mexRsIxNK4yO9P8+VJI3n9AI5J5dvzluAwmucW/IvmToe+NO/hL6Z50OP3owAg4TL+mfPXL6d57hH8+rlXwe+ZOT160Hxd7Nk0B4DONW/R3L9qNM29z5fQPOcWXj6nhH8ea/ufSXMAeG1pS5qP71VMc2/ZIppv68fv3ybFGPutfv1pDgChzF40zzG213XlvWmeFrOWdyDMj5HeR+/w8gDe7nYczZ+Z+DWvoIJfux6y4T5efgj/PAJAYc0RNC8PdKX5ken8XKColt+bfHPFFppfEP47zQFg+5ENP68AAMddwdsQAHDgBBp7nUjvBdTIVSIiIiIiIiIiIiIiIiIiIiIiIvXQyFUiIiIiIiIiIiIiIgcbY6RLERERERGRnRxENOpzg2UPcxq5SkREREREREREREREREREREREpB4auUpERERERERERERE5GDiA/CiKCsiIiIiIoefgIagaiyNXCUiIiIiIiIiIiIiIiIiIiIiIlIPPVwlIiIiIiIiIiIiIiIiIiIiIiJSD70WUERERERERERERETkION7er+fiIiIiIhEyAEct5GvBdTbBPVwldiqSx0sez2hwbzP5dG3sakqkeZDYk7iFZzP8z7n8+Jh7yM+AYBPT5hB84VFaTT/Uesymn9RnErzZ7feSvOBGb+mOQDc9XIyzT8+9g80d8HLxzp8MLwWcXyv+8YWXj8AfFFcQfN3S7fT/EctOtH8q6JqmvfNaPizAABLij2aA8D2mjDN0wO8jTyvhOaBIN+W2ifH07yuyp6HTk5rmtd6fB7bxPE+Bo2Lg9V+iOa9Unn9APBtBV/X39RtpXkW0mlufR4iOXex1kQmWtI8LsD7UBni66k6xHtQ59nbSsjn03Rvybf3+MqeNM9Jiu5Upl1yrDmNsRiwtpxvr8mxfGV3SuH1h33exzjXvph+zhGbaT5vSzbNb+3Jt5X8Wt7+wsIAzR95hH+eAGBEBt+e1xqf6bt/tIXmd/a4g+bWa8gv6cZzABhzZRLN3y6eTPO17aK7ceLPmkLzmqlLzTpCVQ0vCG/9OrgdO+1tt3bnA1644TbCHt8OzNznedAsb++8Q0YbVh1BIzfLe9GV3zENz4NGbrVh1m/sd0MRzINVh3WuYe37rfrtebQ/z3YbvA47N+o3+mjVH8k0Hqw2+EKwzkSs+v0I5sGqY1+Xbw6ucXXMyi0BY9D0SIZUd4zPvW+cezuOsS0a+07fsXIaRziNNYGxLVlfMOxTd5t13mksR3MezfqN4hGsB2vfalViddGqP5I+Osa6Dhgbk2vkIWM9OcZ6ChufBwBwrPMRazmTczJfV/TlAOTHJCCc1avBvCluwlSH+TWglHP+1QStNKz4lyfQPP1vV5p1lMT1p3l27Wya1yZ1pHn/JH6B5bXVBTTv99/raQ4AXve2NI8ZfAvN44yLC4nIp3l47EU0X5Dfh+YAUHz0gzQfUzuX5hvixtO8/ebHaZ6ZcwHN/fQeNAeATuFVNH93fRua5ybz9Zg8/0WaZwzh96OGJ26j+Q78Wlhu3lO8eGwcjcPg9wD8J/5C88Tzf8rbB7C502U0bxt+h/ehopDm3tZimgdyS2neOetdmgOAv3UDnyCDXzN1R/FtwUnLoXkokEbz+KVv0RwALjxyMM39VV/yvC5I89bF/6G5k8y35VDrvjQHgNhwEc39rd/SvGMbfu0ZNeU0Dk+fRnN3+ABeP4CfVP2D5n4t3xa2txhD84WtTqT5cUF7v1MZyqJ5xqf307zw2Gto7hv3MS7oy/fdX22/luYA0D+BH+svPz3NrIPx593MJ+hhH2epcBEQyIiuDtmv9FrAQ0wwGERxMT/h2LYtkhM7ERERERERERERETlgeY38ExERERGRw5ADBNzG/emHLhq5an9aunQpXn75ZRQXFyMQ2PFU7ciRIzF27Nid/39vvfLKK5g6dSpOOeUUDB48GG3btoXruiguLsaqVavw8ccfo1evXpg0aVJTzoqIiIiIiIiIiIiIiIiIiIiIyCFHD1ftJ9OnT8dTTz2FyZMnY8iQIQCAwsJC3H777ZgzZw7uuusuxMXxYT3rEwqFUFlZiddeew2vvfbabllsbCwuuOACnHvuuU0yDyIiIiIiIiIiIiIiIiIiIiIihzK9FnA/mD17Nh577DFMnDhx54NVAJCZmYmbb74ZX3/9NaZMmQLf9xtVf58+fdCjRw/Ex8cjNjYWbdu2xbhx4/D444/rwSoRERERERERERGRg50f5Z+IiIiIiBxeHAABp3F/eiugRq5qbpWVlXjwwQfh+z5Gjx69R966dWsMGDAAs2bNwsyZM3HyySfvdRsDBgzAhRde2BTdFRERERERERERERERERERERE5bGnkqmY2bdo0lJeXo0OHDkhLS6t3mr59+wIAnn/+eYTD4WbsnYiIiIiIiIiIiIgcDHzPb9SfiIiIiIgcfhwAjus07m9/d/4AoJGrmtlbb70FAOjYsWOD03Tu3BkAsHnzZnz55ZcYNGhQs/RNRERERERERERERERERERERKSx1q5di//9738oLCzE9u3bsW3bNmRlZWHYsGEYO3YsWrRosb+7uNf0cFUzWrt2LQoLCwEAOTk5DU6Xm5u7898LFy5s1MNV33zzDf73v/+hpKQE+fn5KCsrw5FHHomxY8diwIABe1VXYrf26PP+Qw3m4T9PMusIXPMPmp+14E6aX9v5Dprf++3xvH33RJrf2XMWzQHgxrO30vyY4xt+YA4AnDEP0Py59nwe7+jO805Oa5oDQN3UL2g+dUM3Xt74ZdtJufE0f39LNc3bJ/PyADCydQrNV5cl0bykls9DGDzPq/JoXuHV0RwAAmH+bO9mr4jm8T5fTi3jYmm+vKKM5pUOX08AcGRcNs2DdXw5bakrp3mCE0fz7NhEmudVBWkOAOvcdTTv4nWiOZ9DYD3yaO5WtzFqABICfIDJbU4hzWvrWtI8yeHbSrFfSfP2sbx+AMgP8u2prI5vz1XGCI5bq3j7FbEBmgcj+MVuUgz/zI7M4VvD50W8Dx9vraX5pCN4+wW19uncX79uS/MuqXw5pMbw9fDX9Xx7H5DA2++dnEFzALh3zWSa/yz7Vpo/MrcrzW9+iW/P0y8poPn1q9bRHAAW519kTsP8rKO9f2bGncH3vU+ckGDW0ea1JxvM3C+j/0GADwdhr+F9X9jnn4ewF2Xu8/2ulQNAyGgjZM2DkQfN+mls5pG0YfbRaCNoHETDUZbfMQ2vJGTUYbVhzWPYaD+SeQj71jwY57VWeSO3ylv5jmn4jIaMc2/faMMzylu5b57RRd/GwcCN8reHVvmQse+MiWBQdcex9kt8PQSM/Zbv8D4YxWHsNndMY82msTlGu6VZ84Cm+A2qa/TSXFA8d4z6nQj2rXCNNoxtyTHmwTXWcyT7f8foo3UMco2VbX0mXfP4EcFnNsrjJGshgsOPSLNzkIwYd1iDub/0bl6+901mGykxvWn+5fYKmvd6+Zc0j7tsKs3L/vYuzVt+eQvNAaBF1Qd8glMeoXFl7Tqah/3FND+2Lb+e6aby65EAUD7sNzQP1vFrlsPj/0Pzj7aeRvNBrfn1l6PDL9AcAMrb/ojmwQBfTpXVxrGyQx+abyrk1wJbxKbRHABmbsileec0vh6SC+bQvKg/X8/by7Jo3m3+dTQHAAwYTONQ5xE0j61YT3Nn1jSaxww7kuZf142mOQAcVfsczf04fq9me8oommcduZrXX7Cd1991CM0BoFUHvq345byN8mR+LSx120yaV2Xzz2MqTXcIx/CHEwKd+WcSWXwenRZ8n+CXbaN5+IF7efsAAhePp3lhqzNpnjHzHpr7bY17Mefyzzy2fMVzAIjj11U/xwSap9bwa/x9W/F7Xqmx/DMNAKtK+LlCy+OuoHnijRfTPOn+P9D8k8388zL8f7+iOQBg0ks0PqLlfKOCE2g6ryOfh2FxxrlM0pk8D/BnBQ4lb775JjZt2oSf//znSE5OBgBUVlbimWeewT//+U9MmzYNN954IwYP5sfDA40ermpGixd/f3Lf0CsBf5gtWbJkr9v56KOPUFFRgcsuuwxxcTu+EKxZswa33norrr/+epx11ln47W9/G3F9q1atwqhR/CSHeXs0f+hIRERERA4MP69Yxycg54SrVq1Ct278QW3LBr8Gl4ZXNrr8A+A3HERERERk/7vaWcYnIPftN6IG0Z1xHmIieahQ9rlor5+/9579cJWIiIiI7H+jzniUpCxrmuvnUXMABBr546oIiy1btgzLly/Htddeu9t/T05OxmWXXYbt27djzpw5uP322/HII4/QN74daOyfGkmT+W7UKgBITGz4aeikpO+f5t61TKSSk5Nx6aWX7nywCgC6dOmCP/xhx9OWr732GqZPn77X9YqIiIiIiIiIiIiIiIiIiIiI/NC0adMwYkTDIzCOH79jtLqamhq8/PLLzdWtJqGRq5pRaWnpzn/HxDS86HfNSkpK9qqN2NhYDB8+vN4h8/v06YP27dtj48aNeO655zBmzBjEx9uvYevWrRvee++9BvNIXgsoIiIiIge+f6V0ojl7LWBjXmX9Qx2cBDwW6N5gXhc2XvUZdQ9EREREZF/7i9+L5rFuw8MxjUcEr2U5XPiA8QZeWlaajnX93HotoIiIiIgcHN57/XcNh8ZrAZvi+nmTMF5FH63169dj3rx56N+/f73PonTt2nXnv7/++ut92pemppGrmtGuG4/nNfzNd9csIYG/o/WHzjrrLEyY0PB7W3v27AkAKCsrO+g2VhERERERERERERERERERERE58CQlJeGNN97AhAkT8OSTe/5Ye9eBhoqLi5uza1HTw1XNKD09fee/g8GGf1dfV1e3899paWl71UZCQgJiY2Mj6sPGjRv3qm4RERERERERERERERERERERkR864YQTAADV1dWYOnUq8vLydsu3b9++899t27Zt1r5FS68FbEbt2rXb+e+ysrIGp9s1a9++/V61UVNTg6+++gq5ubno0KHDHrnrfv883a4PcYmIiIiIiIiIiIjIQaSxrwUUEREREZHDj+PACTTytYBOZOXOOOMMlJaW4qOPPkL79u2RlZW1W75gwYKd/z7rrLMa15f9RA9XNaMBAwYgEAggHA6jsLCwwel2zfbm3Zu1tbW47LLLsH79egQCATzxxBPo2LHjbtOUlJTs/Hd2dnbknRcRERERERERERERERERERGRg86qgjr8+LFNjS7bLc2eLhAI4KKLLsJFF120R1ZTU4PXXnsNADB69GiceuqpjerL/qKHq5pRcnIy+vXrh0WLFmHz5s0NTvfd6/pc18WwYcMirv+TTz7B+vXrAQDhcBgbNmzY4+GqoqKinf/u1q3b3nS/QYFr/hF1HeH7L6b5A2ufiqr+/wz+I81vXfmnqOoHgJILf07zDyffQvO/XZFH88B1fBnccoQ9D2991Inm945ZRfO/fsy3ma+LfJoPz06g+eKiEM0BwPMDNA8bv9jLTeZP1abFJ9K8IsjnMdbh/QOAynDDrwUFgLaBDJrXeWGa59VV0bx9fCrNt9Ta81AW5OtqPfj2nOPwhzt9ny/n/GAlzZOdeJoDQLHPX41ahhyaBx2+HtO8NJpXwB49sMLYnpOQTPPsWL49V4X5tuT6/O3BVnkA6J7cgubbavhyzIqPo/mSmnyat/X45yk9ruFX6X7niBZ8v/HGRr695oX4O6PHtE6n+Zubef290uxfC6TE8mme2LyO5oX+eppfnXsCzauM3fv07fbJfMcMfpI9Julomt8wic/Dq79uQ/Ozb+Tb6hlb+b4VANy4k2l+V487aH7ziik091fs+f7yXZ3Znm/vbV7j5ZuD7wNhr+F9D8sAIGTkYZ9/FkIez63ykUwTjLKNaPNQRPPA86BxfLLOx6zy9jIyOogmmAejfNjjE1j1h4zyO/pgtcFzq7yVh3w+E2FEMg+8jpAx3IZv5J7RhxD4uYrvRD/ch9UHu/y+H3LEBd832uX5Z9Ixzhmt9sNG/QAQML4HWn30HN4H6/uHZ8yDF8E8eMa+Da7RRrSbimu0H8F+CRHMJy3t8jbcaI9hEcyDtRiscwHXmAfjkgGcCBazY/XBmgdjOVm7voDxeQlFsC26xr4xbPzi2Y3wF9GHO98HjEMtLaul3Hyc3jdFXYe//iGa9+94Ja/gsqk0Dnmf0bxjinGf4rj7eQ4g+MTPaO7WvEnzFv/5N81jzn+O5mH/G97+yfw7OwDETr6c5h1v5/m2AG/jBP8Nmhd5J9I8nDuA5gDgevz6RszaWTTvGTOX5n6oJc2zk/htydI6+/VAY9vPp3k4hl+PLA3y9ZD+Gf+8ZR43huZ+t640B4C85DNpnrvtP7wN49zR6WNsC+v5vaBPv91OcwDoe2QrPkEiv1aWVfERL9+Wv9nHOo61illsTAF4b73C2+jfl+ZJLYpojnh+/T7lf8a+85gRPAfgzOP7jRU9J9O8eyv+efLzVtC89knevn/TnTQHgHnbO9N86KK7aB4++UKax+R9TvNA5VaaP7T2xzQHgAGd+X2I41M/pHkont8zW7itF81fnM8/0wBw5sB2NG/5Bb8P7dx7Lc29j/i2MCL1I17/pJdoDgDfFPP7n0em8/sU3ozf0LzLyNt5BxLP5LlQvu/jb3/7G7Zs2YKzzjoLl1566f7u0l7Tw1XN7LzzzsOiRYuwatUqeJ6322v6vrN8+XIAwKhRo/ZqdKldH5waMmQIhg4dulseDAaxbNkyAMBRRx21168cFBEREREREREREREREREREZGDS7dWcXjndx0aVXbImi8a3W4oFMKf//xnzJ49GzfccAN+9KMfNbqu/Sm6ny/KXuvXrx+GDRuGyspKLF6851PT4XAY8+fPR3JyMs4///zdsry8PPzqV7/CuHHj8MILL+xR9rtRqgYPHoy77roL8fG7j9yyaNEiVFRUIDY2Fr/5DX8yU0RERERERERERERERERERESkMcrKynDDDTdgzZo1ePTRRw/aB6sAPVy1X9xwww3o1KkTnnvuOYR/8EqlGTNmoLi4GJMnT0ZOzu6vpJo9ezbWrVuH6upqTJ265zC+Q4YMQbdu3VBXVwfnB8Nn19XV4dlnn0VMTAyuvvpqdO/evelnTERERERERERERESah9fIPxEREREROfw4AFy3cX+NeK/4hg0bcPnll6NDhw54+OGH0aFD40bNOlDo4ar9IDk5Gffeey9iYmJw3XXXYebMmZg7dy7+7//+D1OnTsUdd9yBgQMH7lHuuOOOQ6dOnZCYmIgJEybskQcCgZ0jVt12222YOXMmFi5ciLfffhtXXHEFfN/HAw88gFGjRjXHbIqIiIiIiIiIiIiIiIiIiIjIYeSbb77BLbfcgkmTJuGKK65AXFzcbrnnefjggw/2U+8aJ2Z/d+BwlZGRgSlTpmDlypVYsmQJCgoK0L9/f0yaNGmPDes7ubm5ePLJJ2m96enpuPvuu7FhwwYsWbIEq1atQnp6On7/+99rtCoRERERERERERGRQ4Tv7+8eiIiIiIjIwcPZMQpVY8tGaNOmTbjrrrtw++23o2vXrvVOs2XLFmzatKmRfdk/9HDVfta9e/d98tBThw4dDvph1URERERERERERERERERERETk4PDAAw/glFNOafDBKgBYsGBBM/aoaejhKhERERERERERERERERERERERabQ1a9Zg6dKlyMjIwPz58+E4u4945XkeNmzYgBdeeAHjx4/fT71sHD1cJQeEwHVP7dP6V1XE0rzkwp+bdaQ9+y+a3/hhw09eAsBjGyfT/PWht9B85sN30PxvG3j9APDrtrfTPL/mCJr/Ne8Nml+RM5bmhbU0xojWAT4BgL/lLeV1xPemuWcMl55XFaZ5ejzvY3pM/a/13Js6vq4oonmVW0nzeCTQ3EMSzWsRpDkAxHp8Hqw+hH2P5gXudpp3cdrQvMoL0RwAstzONN+IFTTP8bvQPAB7e7ZUg39oUpxEmn8T5sNpDoznIxzGBVNonhlvn0asrCyjeZs43kZpHV+X2UijebwxvGl+TQ3NAWBzHt9xZMXGm3UwdR4fSnVjVTXNt1Xb29qEjnyaq5P5tnBEShbNJy8pp3n/tFSaD0hoS3MA+HW3FjS/5qsSms94JZfmQWM9PHUH/7x9ks9zAHj2dzy/eYV9LGecHr+i+S+++Ciq+ptL2G94XYSN9RTy+Wc+bOa8fms7iaSOaNuItnwoglfHBM15sMrz3JqHkPF+myA/jYhoGnMejJNGq/6QVT6Cd/iEzTp4J8JGG9b5WAjRlQeAMPi5dQi8Ds/Iww6v3yrvGzkAeE4EG1wUfTgQuOD7RtfYdzqOUd6qP4Jh5T1je7bq8Hx+LuQbfbTWomfs1wDAN5aT1YrvRD78fqO4dv2OsetyrX2j2YK1b+R9NBcx7P23VYdjrGvXPL7wHLDf0GAfw4w+mvUbyzmC86GAsb1a52RsW/L34lUUhzwfiOBw3GBZObg4Ha/cp/VXhvj3/har7qa50/sms42t5/N7AO0Tkmke+NEWmhfVrqN5RvyRNF8fz6/1AUCHa/mH54r/tKb538Z+whtI59c802c/RPOnk+3tZFL/5TT36/i1Yb/LUJo7X39I8w7d3qG59+VcmgPAxn78+kl+Md85tkvl11xblJTyDlgnDBHcI8hO4OsB2/n1wMo2J9E84dm7aO72bE/z84dW0BwAviz5Mc37BV/nFRTyzzQq+H0QtOXXM/0VC3l5ABVjrqN54Hp+MS/xrPU0r5uzmubxRv3evPdpDgDOET1o3iORfyb9omKaV7caTvOq60+jeRb4PT0ASE+I7g1P2417m3lxvWje/0t+7/SK1CVmH7zZ39L8m1Meo3m7GL4tteeX13Ft17f5BAAW1PyC5k6vgbwC48TTH/lTmudV9aG5fYcAODKd39+0uKc+TvOMp8/jFfzyxajaP2BE8P0/Gp9//jkAYNasWZg1a9Y+bau5NfaFiiIiIiIiIiIiIiIiIiIiIiIiIsjPz9/fXdhnNHKViIiIiIiIiIiIiMjB5sAfIFFERERERA4UDuzhjFnZCFx22WW47LLLGtfGAU4jV4mIiIiIiIiIiIiIiIiIiIiIiNRDI1eJiIiIiIiIiIiIiBxkfI1cJSIiIiIiEXMaP3JVpENXHcI0cpWIiIiIiIiIiIiIiIiIiIiIiEg99HCViIiIiIiIiIiIiIiIiIiIiIhIPfRaQInaY0fdbk5z6eJbaf7piOtofteSWJrf1reW5jcu/zPNm8KjX/Sm+fqxv6H5P1Zn0rxjCm//od538AkA3HP8Opr/9v32ND8+djTN/1uwheYZSKP5ylL7ec/TWvaheXEtHw/9o5I8mg9MyqX5yvIKmlc51TQHgM1BvuuNQYDmbfxWNC8G7+Pi4Eaad3bb0BwACrxymrsOX5dJLv9MWxb7S2mejXZmHYl+Ms2rnGKaF7lbae552TSP9+NpDgClbhHPjfI1xrawpYb3cauzjeZpfkejB0CSE0fzomAdzYN+mObFbgnNezr8M13th2gOAG3ik2i+pbaK5j2S0mi+oYLvtxJcvk+oDAdpDgCfF/P1EDBGc/3Per7fOrcD357f2MSP05OOsIeTfegb/pn9dWde/m8ra2i+MPQ/ml/c6ic0v6Qb/7wBwJUd+bH65qHraV5by9dDeg7fFlevyqL5n5d9RHMAeC7/NnOaaPhwEPYaPoaEfb6thD2eh4zcqj9k5Dum4bndRrT1G+WNZRBJHUHj9TPWPNrlo2sfAELGNEGPN2K1EbLK+zwPG+V31ME7EfR4HobRB6P+EKz6+TF6Rx18mrBj5ODHac/hffSMebByAPDNOuzlEE39FqcJfjPnGt8/rFHfrT64Rh7j25emQsa2Yn2H8ozPpG/00fON+o3vPwDgG32AZ6wHq4kD4dVgrrGxRNlH17H23fYxzqrDOn5Ys2gdp50IXqNgH8v5BI7RyWjPFaz6d7TBN1jrOEi/n9iH0MOHD1i7FlZWmk9hLb8WlxnPr8kCAMLv0fjL4uE07x//Ds1bpp7N2+99E88j0PrvF9LcO6otzfOPuY3mqQF+3RdV02nc5oWXeXkAi3/yFM0vP53v/97Yzq+lta9LoHlsn2E0nxQzg+YAAL8ljWck/Irmp657luZ53a6geWktv0aVOYBvywCQHruO5u2CX9O8OpbfY9h68v00z3nvFpq7w0fSHABiavl119An82meMpHPQ97PHqF5Tt4zNE8umENzAMhI7ULzsrijad6imu/XUMXvtfitutE8mNmX1w+gqi6D5tkTBtK8duh5NHc+4tuKv/oLXr6TccETgJPO7+esrTmR5p1q+Wc66CXSPLPyA5rnJZ5GcwDojuk0dwadQPM4VNK8pXF93x00guaI4fstANjQ5Xqa99zwIM3nZvyO5sNL/o/mH6fye9AAcGIy/8z9Y8VQsw7mJ0fx+xRtjevv6yvONNvoUP0Sn8B6Z7ZxLS3mAn6u8nUh39b6ZvJ7GAcEB41/LaDeCqiRq0REREREREREREREREREREREROqjkatERERERERERERERA42EYzYJiIiIiIisoPT+JGrNHSVRq4SERERERERERERERERERERERGpjx6uEhERERERERERERERERERERERqYdeCygiIiIiIiIiIiIichDxAfhe48uKiIiIiMhhqNGvBRQtORERERERERERERERERERERERkXpo5CoRERERERERERERkYOJD/i+0+iyIiIiIiJymHHQ+JGrGvnV41Cih6vEVLlyEz47/toG80sXPxB1G12yi2n+VvE/om6DGZ1+oznNW4U/pvlNQ5fSPOS1oXnbJH5V4+edS2n+QX5LmgPA1CWdaF4eqqF5ciCW5tlIj6p8Yoy9M68I8uXkGReHHGPAvtnVK2neGnw9ljklvAMAegY60bwwVMXb8Pl6SnWSaR7ywzRf4X5LcwDIRTua5ztbaJ7iJdE83kmgue/w7b3UKaI5YG8LDgJmHcwWrKB5htverKPOqaZ5rB9P8wSk0LzC5/WXO9t4+SDfDgBgnbOB5i39DJp7Dv9Q94zJpXl5KETzjBi+rQFAWZDXYakL83nISuTbYp3Ht8UOyXFmH/Kr+Oe+Rxo/JeyXkUhz1+H1X9GDv6ti2iZePwAsCn9D82NDPWn+yFC+b/3LsrNpftMxa2g+Z5X9eXho/WRzmmh4D19C88um8vKzS25rus40lg+EvYa/pYV8/nnxjW94YePmU7R5c7QRMsvTGKEIbqQFjdfLWG3Y5XkF0bbfFG2EjJPKoFk/b8DqXyR1BGG1YeTg++6QUX/QCdIcADyrjw4/xobAc9+qH7yPnmO/S8kzlpPF6uOBwDovdo3zYtfYN1v1R7IeXKMO3+fnMtY5pefzeYwxnkKwygMAHGMa43sajHPCxj5f0Zxcl3fSWE2wNhUnguvDQXKesaMO3omAdZw16neN+gH7WO0YK9tqImQcgwJm/fbGZi2HgGOdzzS8MvVMkByYKhH2P20wzYw/JuoW/MKNNO+fPcqogX/ntXyax69NH3nzOLMO/7F/0dzz+bVjL8yP98nb5/IOtOpI45gzTublAWyvqqP5Ua34ddu2qak075C6neapsfxaHSojOBjW8esjybH8nOO/tefT/Fi3kuYri/g5+ri6Z2gOAE6PIXyCljk0Ttz4Ec2T2vJrTAXH30zzrBVP0hwAQkeNpnkgi28r/rovaZ6bYWwrbbrxvI5fNwaAjAR+rSwlwPvwbepFNO/iPktza58R79v3CHLi+L1JvyW/D7Gthm8rLdaV0byy07k0z4xZTnMAqDXuy3Wc+TtewfEn0bhF0Uc0d7I60DwuzPcJAOAYJ/L+Bn7/NaMbvyeWWTef5uUxvWieUmwcXwB0TppBcz+GH8OGfcXvU1eezNfjglkFNAeAE4fz+wgXp7xE8/wOv6R5ykvGvfZzfkbjjgn8fteORn5hT0P430yh+af+BJofk8u3NTn06bWAIiIiIiIiIiIiIiIiIiIiIiIi9dDIVSIiIiIiIiIiIiIiBxljoEoREREREZFdOIAxqjQte5jTyFUiIiIiIiIiIiIiIiIiIiIiIiL10MhVIiIiIiIiIiIiIiIHGY1cJSIiIiIiEXMAuI0cf0kDV2nkKhERERERERERERERERERERERkfro4SoREREREREREREREREREREREZF66LWAIiIiIiIiIiIiIiIHEx/w/Ua+m8Pf+yJLly7Fyy+/jOLiYgQCAQDAyJEjMXbs2J3/vzHy8/Px3//+F9u2bUNRURHy8vKQmpqKoUOHYuzYscjOzjbrqK6uxn/+8x/MmzcPMTExqKurQ4cOHXDuueeiY8eOje6biIiIiMghp7GvBRQ9XCW26nAAS0pTGsyHNUEbOa/+I6ryp6bfSPO/H19o1JBptuE+O43mPVtk0PzC8zbQ/KbHO9E84PKrHhUh+2LK6nJex4SO8TT/OJ/X3yIugeaJMbyPS8pKeQMAtga20PzExJ40r6zjbWR4/IJN67gkmlcEU2kOAK7xUlrHGFSwxqnkOappHnJCNM8K59B8Rx9qaB4Dvi2tc1fx+v0ymic56TQvDW2mOQDEuLyPlhZOLs3jnYb3mwCwNfyN2UZO4Eia1zpVNC8MrqZ5OLYHzR2fXxxdEl5Lc8D+TJW5/DMZRpDmnrH/Lvf4ttohzv7MVtbyz0zHxGSab6uppfnKunKad4/L4nkL+6p433S+3wn7Hs0/Nw6j22t4/fPBjw/ba/h6BoBLcvjn4e3NfDmPasOX07Zqvp6rKuJofvrTbWgOAE/1u43mk76+i+a+z5eTe/kTNJ99OY0PCD6AMLlB5Bube8iztnWeh4zcKh9ZG1Z5nlvlg+Y88PKRTBM0lzOvIMR3OQgbecizZyJotWH00cyNPljlg57RQQBB8GmsfXcQfL8WQpjX7/A86NTRfEcbvA++NY/GeUDI4blVv+fzeYykDt9YjhbPqL8puMb3CweNvyEOAAEn1qiftx82thMACPj88pXn8OUYY20LxuUxe1uKYOdqTOJHPbg8X4+O0b4TwTHONTZXqwbHfJqD1+AaDYQiWA9ulMdJ6/jiGKsxENFx2FgOUZ5LWPVb5QNNcD4U9o39QgTHemle06dPx1NPPYXJkydjyJAhAIDCwkLcfvvtmDNnDu666y7ExfHvTPWZO3cu5syZg4svvhjp6Tuu9dTV1eGVV17Bv/71L0yfPh1XXHEFRo0a1WAdJSUluPbaa9GuXTvce++9SE7e8R397bffxmWXXYYbb7wRxxxzTCPmOnJBLwHbqhu+JpnLLydGxMn+ZVTlP9hYTPORWx/kFbS7lsYtz+tn9sENrKR58KmnaR66mN8DwBLjOlXrrjQuzzyelwcwctEDNC9tfTHN+2aup3lMzVaar60bTfOvt3WmOQCMS3qN5ks3ldD8rL5pNM/89kmaD+50Gc39z7fTHACQu43GoRZ8Xce24ddELVnfPhNVeQCIKVpO89Apv6A52+cAQFvvPZovqjiJ5rnJ9vc9GJMkF7xP865t+LW8TyvPofnwVfw6GNoewXMA/1gxhOaTevM+pjh8W0z/x2Sa+5um0zzUjvcPACqCrXkf4ozvay1a0dybP5OXz+pA84wl9v3fmv5n0vzrmlNpPrTmY5qHpvH9XlLSGzT3W/J7PQAQOvlCnnfl+6W6zvweQ0Utv89y3bCPaA4As4tOoPkx69+meWUuXw6tB/eiedmVf6Z54mP2A/VPLeTb+2+G8ofqnSNvoPm+PWOUQ4EeSxMREREREREREREROYj4cOB7jfwzH4f83uzZs/HYY49h4sSJOx+sAoDMzEzcfPPN+PrrrzFlyhT4kTxououtW7fizTffxO9///udD1YBQFxcHCZOnIizzjoLNTU1eOCBB/DFF1/UW0ddXR1uvfVWFBcX44Ybbtj5YBUAjB49GieeeCLuvvtuLF/OH2IQERERETk8OHAct1F/9k+qDn16uEpERERERERERERERHZTWVmJBx98EL7vY/ToPUfMad26NQYMGIBZs2Zh5kw+ssUPvfHGGxg6dCjcBl5LcvbZZwMAPM/Dc889V+80//73v7Fs2TKMHDkSCQl7jpg8ZswY1NbW4r777kM4HN1okyIiIiIicnjTw1UiIiIiIiIiIiIiIrKbadOmoby8HB06dEBaWlq90/Tt2xcA8Pzzz+/VA0zr16/HF198gYqKinrz7OxspKamAgCWLl26R92VlZWYNm0aAOCoo46qt44ePXogISEBGzduxAcffBBx30RERERERH5ID1eJiIiIiIiIiIiIiBxkfL9xf5F66623AAAdO3ZscJrOnTsDADZv3owvv/wy4rqTk5MxZ84c/PSnP21wZKlAIABgx+hVpaWlu2Uff/zxzgezOnXqVG8bgUAA7du3BwC8+eabEfdNREREROSQ5ABw3cb96a2AerhKRERERERERERERES+t3btWhQWFgIAcnJyGpwuNzd3578XLlwYcf0nnHACACAYDOK9997D4sWLd8uDweDOB6pSUlLQsmXL3fIFCxbs/Dfr33fZ8uXLGxwlS0RERERExBKzvzsgIiIiIiIiIiIiIiKRWxuqw7mFmxpdtpsxza4POzX0SsAfZkuWLIm4D8cccwwuvfRSvPnmm0hNTUWXLl12yxcuXAj//w+zNW7cuJ2jWP2wrcTERMTHx5v98zwPy5Ytw9ChQyPuo4iIiIjIocXZMQpVY8se5vRwlYiIiIiIiIiIiIiI7PTdqFXAjgeYGpKUlFRvmUiMHz8e48eP3+O/e56HqVOnAgCGDBmCCy64YLc8FArtHNWK9S3a/omIiIiIiHxHD1eJKevIXEz6/LYGc8eJNevw/WAT9mhPbz1cTfN3H8mieZ+0BLONRx/g0ywt5U9rzn+4E83vO2U1zT9f3obmaXE+zQFgVZlH8zYJfD3FuQ3/CgwAWsTxZZBfxduPjWCXlB3OpfmcqrU0z/Ja0zyEMM1XhvJoXuNU0hwASkKpNC90+YWeeJ9viz74cu6IhodKB4BvAitpDgAJfgrN6xz+mUzyW9K8pdOK5uuDfJj5gMO31Ug4CNC8OLyR5jWhEpq3jGtn9qEKpTwPG9tKoAXNXZ8/nR70q2ie7KTTHADyA3w5dfP4b2VjHb4ettbxIf2t/UrYt/edhcZ6KKzh5Yen8s9cuzD/TK+t5Ovhzc32rwyOy+YXmxP4YkZWAt+/b6/h+507j9lA82cWd+QdAJAU4Otq+s35NB/9p0yab3HX0XxFAf/Mtl22huYA8MsXutD83hPOorl1znVFhz/SfFxbvm/u2KKM5gBwxNuPmtNEy/Mb3t7Cxn4rTMo2R34g9CFs7NasvCnaCPJdAkJW+SaYh6DHJwoZuVU+6POZDHpGbpyvAUDYagMhnjv83N467w07Rv2oozkAhGH0weijdV4bNr5n+tY8GssQAHyf1+FFsC4PdC74vtUxzses9WDV78K+puAZx0Df+LxY25LnGOV9fk7pORHsmIxJfGM5weiDyTNO+CLZlq1ftxpVuA4/vrjGuXnQM8rz5gEAYWNdmW0Y5e3jcCTnErwS12jDOs4GjD6EjPat8gAQY/yiOWQs5wDZViL4tB02Ogfi8EJah0aVHRX4wpzmu4eXACAmpuF90K5ZSUlJo/rzQ88++yyWLFmCESNG4MYbb9yj/dLS0p2jWrG+/TDfdZ6aUqwbQG5SRoP5j/8wg5Z/595Tm7pLezj+g8tp7kz4Cc2PcPjFD++k88w+bK3pSfOYC/vRPOvdW3kDHY3PQ2Uxj13ePgAkr+OjxaUO3Upzdzu/7upldaV5XBU/Bx+Yk0RzAPi4+Kc0P7ufdY7M89XtrqZ5Xkktzdt059sJAJQnD6J5i9rlvIIg70PVnU/RPOHem2nubIlgFD+Xn5vFfMX3G9mf/4Xm88f+nebtUvl6TI9fT3MASPD4tbiS3LE0n7OJ3yM4Ledjmvsev8+yLXAszQHgtCON7xkFfDl4rfi26G/j96sq25xE84Tn7qE5AKQl8eOgc9wxNPc3f8MbqOD3vArDR/L6e/fm9QNIn8Y/U0N6daf59pY/p3nsuXy/kjr7EZojwb7fFFO4jObhDH6Mib3lMpq3uYnPo19gj2ba78G/0jz/z/+h+bR5/F7PtV2SaZ5yNt8Wqq64keYAMPCP02l+4+t8/3vWMH4fYmg2v/fol/LjvJN2Ls0PGK5GoGosPVwlIiIiIiIiIiIiIiI77fqqPY88OL5rlpBg/4CV8X0fTz/9NF555RX8+te/xoQJE+qdbtd2WN9+mLPXB4qIiIiIiDB6uEpERERERERERERERHZKT/9+tOpgsOFRCuvqvh9JJy0trdHt1dbW4v7778fy5cvx4IMPolevXg1Om5ycjNjYWASDQdq3H/Zv13kSERERERHZG5GMmC0iIiIiIiIiIiIiIgcQ32/cXyTatfv+1ehlZQ2/QnzXrH379o2aj8LCQlxzzTUIh8N4/PHH6YNVP2yrvLx85ysCrf7tOk8iIiIiIocdB4DrNu5PbxPUw1UiIiIiIiIiIiIiIvK9AQMGIBAIANjx8FNDds0GDRq01+1s3rwZ1157LUaNGoVbb70VKSkpe0zz/vvv7/HfvmvL8zwUFxeb/UtPT0fXrl33un8iIiIiIiKAHq4SERERERERERERETmo+AB832ncXwT1Jycno1+/fgB2PADVkI0bNwIAXNfFsGHD9moeSktLcdNNN+Gyyy7DGWecUe80tbW1+Oqrr/b478ccc8zOf7P+bdq0CQAwfPhwOI5+bi8iIiIihzOn8SNXaegqPVwlIiIiIiIiIiIiIiK7O++88wAAq1atgud59U6zfPlyAMCoUaOQnZ29V/U/9thj6N27Nx3x6vPPP0c4HN7jv/fp0wd9+/bdrQ8/VFRUhG3btiEQCOCcc87Zq76JiIiIiIjsSg9XiYiIiIiIiIiIiIjIbvr164dhw4ahsrISixcv3iMPh8OYP38+kpOTcf755++W5eXl4Ve/+hXGjRuHF154YY+yZWVl+PDDD7F161bMmzcPCxYs2O1v/vz5eOONN/Dwww832L9JkyYhJiYG8+bNqzf/7LPPAADjxo1DmzZt9mbWRUREREREdhOzvzsgB74Ni/Nwafs7GszfGnq9WQcrDwCPbZxM8+u78PL3rfkrzXOevormD6y9m+YAcE2n6OahddpxNF87bQTNu6cm0nxY1p6/4NqjD4kBmj+7lpfvnMqfx1xTFqJ5zzTefnJVEu8AgIIa3oYb4kMSJjlxNC9GBc3bg/8Cbz220hwA8t0Cmqd4qTQvdYtonugn09zqY0svi+YAsM77nPchkE7zgHH4qfOraZ5g1F9el0dzAEiJ4+vSqiM+hq+nWJd/ZotqvqU5AATceJrHuHx7Tgpk0rzQW2/2galwtpvTOD7/3H/hz6F5T/9omteB7xNK3FKa5wfr/+XtrroF2tK8LFRH8/UVPLfeSpAWw7eDqjBfBgDQNpHP58JCvn9PjOEvjUiN5TNxz4KONN9Sac9DYgzv48t/4vuF63rw/U5aXA7NFxUn0PxHP72H5gAw4+ibaf7zrD40v+nTUTS/+VS+f//Rp7yPNVdfQHOAn9NtyM9Dh6NyzToYH0DYb3h7Cnl8W2NlAcAzcxqbOQCEjGnCRh5t+bCxW4tgt4eQMU3Y550w59Gq31jQwQhWhN3HfZwbL9sJ+/aKCBrHuKATpHkI/PtB0OHHp7DZfi3Nd9TB+xj2jdwo74MvR6t+31hGAOAb68oz+uD7dhv7m+Pw8zXX58dg14nlufG7PtexPw+eua3wPsQ6/DjuGevJM/oYF8n7tazR830+D46xrUX0ji/G49sBALhGI67xE07rGOQaJ8ZOlMdQALA2N8eYB+tcwzo+RNLHgDGNa/aBl7fz6OoH7HO2QCCKczajf4cVH/CMZc3KRuqGG27AVVddheeeew59+vRBIPD9/mLGjBkoLi7GXXfdhZyc3b9TzZ49G+vWrQMATJ06FRMnTtwt//LLL+F5HhYvXlzvg1uROPLII3HFFVfgwQcfxKJFizBw4MCdWVVVFaZOnYqBAwfikksuaVT9kaoN+/i2rKbB/K17Mmj5jZWVZhvtk/n1vu01Db8aEQCyfv48zf2t/6B5dk5rmhfV8mt5ANAmKY3md7+/kubH97+X5gOzN9A8Me8Tmrdut5TmAFAxnn+vTy2q/0G/79Rm9KN5/Ndv0LxNK95Hp3VXmgNAfGZfmmfH7vkazl1tD/Wm+RFFz9G8Vdv6XwH6nUp3OM0BIHU7X5fh1r1o7pYsoXnipT+muf+/PR8Y3dXio/9McwDo24JfE/Vz+H4h9oKhNB9aM4PmnxTzeRwRb++XPwudSfPB2ctofkJ7vt94dtlgmnfIOJ7mrar5+TUA9E76kOYFrcbTvKgmjebp2fxaX4zPv5cvGv0YzQFg8Ld38gmME9xQe/6Zq8wdS/P0Rf9Hc3fQCTQHAJwyhufx/BiY5fP7VRUu3zcG563jzV9+Ic0BAB7/TplQbdyAnXIdjTdUHUPz2ggGD115/S9pfmreMzS/tg2fR6fDEJ53vJLmKcNeoTkAdE/g91dvmXkVzbecyI+zcEbyfNUfafxtj4bPB4Ed54zxxnehfc6B/eWdlT3M6eEqERERERERERERERHZQ3JyMu69917cd999uO6663DaaachKSkJX3zxBebOnYs77rhjt4eavnPcccfh3XffRX5+PiZMmLBHnp+f3yT9GzNmDBzHwQMPPIAf//jH6NmzJ4qLizFt2jT06tULl19++W4PhImIiIiIiDSGHq4SERERERERERERETnIGIOlNZmMjAxMmTIFK1euxJIlS1BQUID+/ftj0qRJiIurf1Tt3NxcPPnkkw3WOWHChHofumqM0aNHY8SIEZg/fz7WrFmD5ORkTJ48Ge3atWuS+kVEREREDhmNHblK9HCViIiIiIiIiIiIiIhw3bt3R/fu3fd3N+qVnJyMkSONV7mIiIiIiIg0kh5LExERERERERERERERERERERERqYdGrhIREREREREREREROag48H2n0WVFRERERORw40TxWkB9h9DIVSIiIiIiIiIiIiIiIiIiIiIiIvXQyFUiIiIiIiIiIiIiIgcRH2j0yFV+03ZFREREREQOBg4At5EjUGngKj1cJbZ2LWpx3+hVDeZLV7Q263hs410033TGr2l+ac+A2QbT96YMml/Z8Q6zjvfKV9D8tosvpPmiE4+k+e9m8Xk8tU0NzT8pSKQ5ALxfvpLmKX5LXkF5Jo3z6qpoXloQS/PM+DjePoAYh++5Y43dWgFKeXmf99Exxvtr47XiEwDwjLwWIZq74NtKqp/K6/fraL7J5ds6AKQGcmheGtpIc9fhy7kmWELzGDee5ilx2TQHgOLqtTRPiOGfh+pgEc1jXf6ZDBjzAABxgWSah71amleGCmhurYeM2M40Lw9vpXkkbSS4LWiejy00PyrQleafhRs+fgFAS/BtGQDCPr/sXOgW0zzg833nGudbmhfV8W21W2AYzQHgyXV85zWkJe/jlsowzdskG8dp48p9wNi3A0B5kPdhdA7f9x2Rto3mG8t5+bUVvI/dMn9CcwBYflMazVc83YHm143Oo3l+FT/CFJzzS5pnHpdEcwDoTj6yCdvN4jbfgUduEPnGNzhWFgDC+zhvjjbCxucpZOTWMoykDTM3Tnas/Wq09UdSR8joQ9Dnjdg532cFjfM9AAg6QZqHYLTh8HO+IPh5RNjhfQyD9w8AQj7/DhM2lkPY5214Vm6ceVvlAcA31rVvrAerfHNwjC8xjs+P455Zni/HgHE+6ESwLQXA63AdYzkb+wTP6KO5HiO4wBhnPclg1WE+CcG/CztGA04E26pj9MH1rW2Flw9GuZjDEZxTuuYxjk8Q8ngbAaML1vFpxzRGG0YfPWt7j/JcwYvgsRxrimjOh/RQkByI4v0idKmb2mDu+Lm0fPtkfv0HAPwtj9M807pomcuvv9c8+hrN6/54Is3zKvk8AkDCrWNofk0rfi1t67CXeP0fPUlz58TTaf7X2W1oDgDDu/Frv32yBtI8r6ILzdN68OtUWZXv09wvt7+Yt0zl12231vF5aBHLr02ghF9/b5HP1xOqqnkOALl8OQWSNtM8+N8PaO4k8PMq98JLaH7UlmdpDgAbE/j9pFbZfFtbmM+3pSMzy2g+Yvn9NJ/a4gqaA8AZ3fk1zY2V/WneJmkJzcd05/f1WoX4eiyIGU5zANgYHknzWJdvj90W3UjzomOuo3mMy7+X981aTXMAcFscS/Py3/+V5lvumUjzjqnLzT4wJX53c5q0OL4tLCw7geazVvDrvuP6taV53W9epHnPgidoDgDV7U+meVI1vz8Lj19bcIzvvKW19ve503Lm8C7M5ccHJ5N/JgvrjqD5Z1sKaT56/ps0B4CEn/A2Ku9/hpcPGdd4VtzH8/JymqfF83tyATcIwL4XLgcuvRZQRERERERERERERERERERERESkHhq5SkRERERERERERETkIGON3CoiIiIiIrIbV+MvNZaWnIiIiIiIiIiIiIiIiIiIiIiISD00cpWIiIiIiIiIiIiIyMHEB3yvkSNX+U3bFREREREROQg4TuNHrnI0aq5GrhIREREREREREREREREREREREamHHq4SERERERERERERERERERERERGph14LKCIiIiIiIiIiIiJykPH1ej8REREREdkbjX0toOjhKrEtKwmh76vFDeZri54z6xic/huaLyz+O81fHHgrzZMnXEzzfy7pSPOB6R7NAcD3e9D806U1NB81rS/Nzx+3lOYXLZ9N85FxI2kOAOe16kbzGONVqZnxfDkV1KbSfNH2EM2/qd3GOwCgvZtJ81oEaZ7oJ9B8a2ATzWPCAZpvd/NpDgCew5dj0OfbUjySaL45sN6ov4rmkajxS2nueXxde+B5XEwyzcurN9Pcde3DW0p8Ds1j3USaV1Wu4uXjePlQuJrmAOBGOcBk2OfLOTm2Bc1Lw1toXlVXYPahRXw7mtf5fDlYn5dPgh/RvJPTj+YpPv88AUB8LF8PLYJ835cU4NvjwMCRNI+N6UXzlvH2dtIilu/gFxXx/cJWh6/rqjL+eXqz9DGan5H2W5pHoksK395/Mc/Yfwe+pfmwWL4eTk3hx3kA6HTnLJpfkt2B5ke24J+HxACfxx+/x7fFRf9+guYAcPXlDWfPD3rdLG/xAfhoeHv1jJtH1r0l64yPtR1J+5FMY85DtOV5jJB92ouw0Ymw0Uj0udW+vSLCxoKy2+ALyswRpnnIyCOZJujU8Ry1NA87fL9pnZN6xnk3AIR8ow9GHda5jOfz8lbuG+sxkj5Ydfi+va73NcfhxwfH4ecS1jmpde7tGcvQdexzd984J3StPbzxXdfcFozy5s43gjrijDpch1fg+lHmRv076uCdDBm5Y/QhsI+PL83RRtiYx0iOYSFjEnserD4Y7RvH0EAE20rIXNe8Dc8oL3KgKfVaYkb5aQ3mp2Xx65mf5vHrbABwTBt+fd3z+fdNfDOF57feTeOW/mqa1yXxa3kAkHjDhTRfO+4emnc+/k6aP5J0Nc3Prkun+VU9ptEcAFDe8H0SAPAXrqR516wMmrtHn0LzryvH07xv4G2aA0Ctx68HZsXzdb2s+CiaH9W+C83LWxxD84DLv0MAgO/z89OUsoU0j5kwluZOLL+H4JfyewhORluaA0As+DXRmnBLmh+X+j7N/7FkKM0vzsmm+YRv+ecRAGpf5NfHCy57mead6r6heTipE+9ATByNW8Uu4eUBbPUH0Lx10Ss0d445meYzVvJzmvOP4vc5yoL2tuQb16433PUGzXsVPMIbWFVG49CSdTRP6/0Frx+Av30DzQfVLON5B34vxl/C73Ogjl87yD/6Jl4ewPKt/Httr0z+mXtzMe/Dj7vzawuu8b0eAPyVX9L81bZ8Pvvn8PsgdZX8e/Xx7fh6XpD4MM0BoJe3leYtYvNoXhnMovkLwQtofv5JuTTnZ3xAjMP3W3Lg08NVIiIiIiIiIiIiIiIHER+NfxBNA16JiIiIiBymIngYT+qnJSciIiIiIiIiIiIiIiIiIiIiIlIPjVwlIiIiIiIiIiIiInJQceA3+hWKevWiiIiIiMjhx4li5Cp9h9DIVSIiIiIiIiIiIiIiIiIiIiIiIvWIauSqZ599tqn60WQuvPDC/d0FERERERERERERERERERERERE5BET1cNUvfvELOM6BNfyXHq4SERERERERERERkUOaD3iNfS2g37RdERERERGRg4ADwG3ky+0OrMeC9ouoHq76ju8fGN/GDrQHvQ4VWTHJmNRqaIN5cPLPzToWFv8rqj6c+1gLmi+5KZXmP2pdwsuX8PoB4JTcWpqfMHwjzU/tzT8nn9a9TvO3B55G84LaMM13TMM/I63iQzT/88oqXj4mmbcfqqR59/hWNAeAzbUVNPeMq0PZgRSat3Z60nyp+y3NU/10mgOAa1z4qnT4csrxs2m+Al/TvM7jyzDsB2kOADFuPM1DHv+8JMXxdV1VV8DbDyTRvKImj+YAEHATaF4XKjPKx9E86FXTPOzV0RwAqsI1NI8J8HnwfP6ZLjPWU8BYzwmxaTTf0Qe+PTnGu53jHL6uQ44xDz4/1VntLqU5APTz+tM8w9get4f5Z7ra4+u5QyCT5kckBGgOAGvL+TEi3uF1pHt839Yni28rR6ZdSfOEgH0OVxPm+/eqkEfz139cTvNnvu5D8//l8fL/LnqR5gBQW7fZnIY5p9Vk3oeC22i+te3tNHecWLMPm874RYNZ8Nv1iO3a0azD4pFV7Rvf4KybS6xuADA2I4QjuHllTWNsyggZuVU+2vYjasNYTkZsrodo6weAsPEd1cpDxjllyOiFlYcd+9w97PDjeBhGbpQP+vz444Efw0M+PwYDQNiqwzgXsc5lrPOMsFXes897fWNdeh5vwyrfHBzw8y3rfMzKXZ8fPwIOPx/zXfvzYC1H6+IWX0uwLxBa+84ILkc5Pl+OIWs9GOWt9ewanbS+p+6og7OOQa5xAAgbXXCjPH7saIM3EmO04RsbQ7TnIjva4DxjXZp9NNu35sGeCd9cDtY8NJwfGFehRXaXHOtjaG7D13n8BX+k5Y8Z8qfoO/H6P3k+bDiNEzZ/xMu36UHjrMr3eXkAdX9/lebrXviY5g98sJrmDwVvonmgyLgH0DaX5wDq3v6S5lsue5nm7ZL5ddut1d1pflTwJZpXtOTrGQDijGvPgcXv0rzP2idpXjTmNppnFL1Dc+Rt4jkAZLemcemt/6Z52t+uonkoIYfmMQ6/7uuvXkhzAPDaHk/zFguf4BUcfTKNz+nL7wFsqP0NzTvmzOTtA5jX/Taa92xhfGcsKKFxXAqfh80hvgxT3G28fQCVQX6/aFkiH9CjhfFVZuJRX9HcNa4Lp8TY8xAoWknzjKT2NPfzeRtbB95M85yNV9Pcm8f37QDgjhhN8zL3CJqnbv+I5v7Grbz944+leXrcOpoDQP/sDJq3LPmI5hd1TuQNVPPrF23T+H1DAPDRgeZnf34bzd0u42j+6XZ+DJpbzvfdp3S079UDfJqnv+DHkF8O4Mu5Tw7/UA88+v9o/vlbfJ+CUCEQw+/3yIEt6oerWrVqhZ/97GdIT7cfKNhXNmzYgOeffx6hkHm5TERERERERERERETkoObDfpCNlRURERERkcOQBixqtKgfrrrxxhtx5ZV8NILmUFpaitdee21/d0NERERERERERERERERERERERA4RjXyh4veOOuqopuhH1Pr167e/uyAiIiIiIiIiIiIiIiIiIiIiIoeQqEauchwHvXv3bqq+RKVPnz77uwsiIiIiIiIiIiIiIs3C298dEBERERGRg4gDOI0df0mvE4xq5Kq0tDS0bt26qfoSld69e8P39bZ4ERERERERERERERERERERERFpGlGNXPXll182UTei161bN6xevXp/d0NEREREREREREREZJ/zff16XERERERE9kKjR66SqJZc+/btm6ofUXMcB126dNnf3RARERERERERERERERERERERkUNEVCNXyeGhdUYtrp+4psE8dvK/zDr8j+6i+U0Xh2l+z7eTab6u/BaaX7H6S5onoiXNAeCZo3Jp/t6cjjRPMB5lfHfQqTQvD/KP6/0rK3kDAMJOiOZr/C9o3jLQhuadYnrRvIA3j0/qPuUTAOiMo2ieiDiar/DX0byFl0bzlsiguePbz6xuD+TRPL92Gc0r47rRvM6roHmcm0LzGq+M5gBQF+bbm+vG0ry8ZjPNa4OFNE+Ia0Vzzzc2NgDw6mjs+7VGG3xd1wX5cgwEEmgOAE6UT48nxWXSvLyar4ewy5dRbATzUBkqp3nLuLY0r/FKad7K6Uzz7e5WmrcN888TAGxwt9G8FtU0L3Y20nyQcyzNY12+HRTV2q9FLg/y42zQ5/lHpX+leW7cTTRPjw/QfHV1kOYA0DGVHwdn8lWNxaWdaF7HFwGOSOb7zg9L+OcpEv8exM93jsrgy+CKDnfQvKCGL2fft9cDEztoUVTlv+ORX997xubuGXX7xnvhrdyqf0cdnGf2wShvLQMj980WAOtt69ZyCBudCBsNeEYfrfojaSPs87mwXjkfBt9pWOfdYdjnKiFjmjD4Z9bKPSMPGedCVv0AEPKMOqzzLc9YBsY5n2fs16z6d9TBp/HNPJI9x75ln1Py3HX58cd3jM+Twz8vbgR71xhjFqw1aV38MrcEY2CYSL4Hug4/H3J9IzfWo2usx5DRRyeC9RAw2rD2vQHH2jfzBR0wj3E26xgXMnKrD+EocyCCY3mU5wLRn0vYIyVZx/Joz3dEDjQxwWJk5U9tMHeG/ImW996/wmyjeMR1NM888yleQe0MGr+6YTDNW+bxo+mPCh7i7QOIu3gczXul8nOGR1o/Q3Mn8wiabzySX7soqbWPhdsm8vPXjBp+VtHZ2URz3+lJ82nlfBn+OKuA5gCQUL2W5lu68e2xTbePaJ5RNpN3IH8LjZ1+I3h5AK9+y+8RjL8nkebhxGyaB1bPormfkUNzZPL7KADQxvuA5uVDfkHzTzbweTg18TWa16a1oDnq+PVOAIhx+TlBVjx/25DTjt9PSt/2Ps8TkmmOCD7TqcueoPn/2t7Ay8fxc/j2Cfw+ytclx9D8KEyjOQA4aXx7bP3ZPTR3+w+nec4ifn/XPWUszSsSetAcAD7c0Jrmp8e/wisIG9/ojG3VSeef2bAfz+sHcNZl/P7qe4/z7T0mXELzKoffR0kCv+8IAMUtTqR54skDaF7n8c9c21R+v6hjir0cTcb5zE+P4vfqC2r4ZzY5No3mi+b9luamGPt8SQ5serhKREREREREREREROQg4oP/MMEqKyIiIiIihxnHAYwf9NOyh7n98kLFtWvXYvHixXSazz//HNdccw1Wr+ZPNouIiIiIiIiIiIiIiIiIiIiIiOwLzfpwVW1tLcaPH48jjjgC/fv3x69//esGp83MzMTq1atx1FFH4e67727GXoqIiIiIiIiIiIiIHMgc+H7j/sz3nYqIiIiIyKHJcRv3J837cNW9996L6dOnAwB838fTTz+Nurq6eqft1KkTXn/9dcydOxePP/447rmHvxNWRERERERERERERERERERERESkKTXrw1VPP/00LrnkEvj+jre6H3HEEYiLi6Nl+vfvj9mzZ+Ohhx7C8uXLm6ObIiIiIiIiIiIiIiIiIiIiIiIiiGmuhhYtWgQAeOyxx9C/f3+sWLECl19+eURlO3TogMsvvxwPP/wwHn300X3ZTRERERERERERERGRA5sPeH7jy4qIiIiIyGFIr/hrtGZ7uGr58uXo27cvAOCSSy7Z6/KjR4/GxIkTm7pbIiIiIiIiIiIiIiIiIiIiIiIi9Wq2h6u2bt2KzMzMRpfPysrCxo0bm7BHEikntxNiJ/8zujpOvJnm93zLy/uf3E3zU2cOp/maYfz1k0dnlvEOAOjVPZ/mF0yrpfk7R/Pt/8sCnr+5OZbmxe4mmgNAmb+V5i0DbWg+rkUfmhfW8J+9ecbP4vo7Q2kOACvcVTTPCufSPAC+HBP8BJpvc/ky3BpeSnMAiEESzVvH96J5yOfbWm2Yb89WXheupDkAuA5fjnWhcrMOyg/RuDZYQvOAy9cjAARD240p+JPbjpEHQ0U0D3uJRvuAYzw9HnB5HaXGcrLqjwnw5RgM19AcAGKNOkrrNtM8OTaL5ls8/plrFTiC5nnuOpoDQKzD5yHJT6V5D38IzYv9KpqvMbbV8rL2NAeAIDyaD85IpnmZfxnNe6cHaL6JzyLO6uDwCQCsruD5/0r5ycRFGd1o3jW5juZba/h+79Zuf6I5ALRN5Ovh7c38OJkez/PHfs6XwbxZOTSPxKNH3d5gVrA6D6168eOwxQfgo+HtwfP5tuIbeaN/2b8XrDZ8IzfLR9l+JMuAb6n2PETbx7A1DxEMtWBNY81jyJjCrt/IHasHQBhBmoccnod9Iwc/3/KMZRA2ztcAwDOm8Tyehzx+3mvWb7bP9/2R1OH7fDn5xnpoDtY5n2Oc28Mz5tHYnq08EtbWFmP86DJsnLtbPKO8F8GvPsPg50tulN8/AsYlPusz7Zt7RiBsbO8BcgzfUZ7vG2OMvCmO81YfAlG2YR/H7fNe3+ijtabM43iU5SM6lzCXk3FOF8Fykh2sz4U0k7hsOB2vbHRx9+S/mdNYd1aqbzudt5HKr4+fcXUGzQN5X9A8tHAFzQHg78GLaP7bzGd4BYOH0bgybRDNv1jPLywUV9jnhh0y+HXdAeGXae5X8eN5bGo1zc9uN4/mn20/keYAMDibX7dNMq5p+uv59Xn/CL6ePqk9k+btK+zruuOT/8knCPHlXFjTleYpnfm1vrIgv/aRE/8VzQFge11PmqcF+P1Qz29F8+qso2me+e0LNP8663c0B4AeGfw+Q+Crt2n+D+9iml/QvyXNK0P8unFGDN9WAWBD/ztpnlvNv88NaPU5zWvD6TTvm/4ZzVeU/YTmANDV5dtb0aBrad6qYCrN/WPPonnQ599DUsL2vf3TW/Dl6GR0p/nman79ve3YzjQPxmXTPOGjp2gOAC89dAvNA6ue5hV04vdfEz5+gub+YH6fHABW1vH987AWX/I+lPH7FC2T+Ge2KsT3e0kOv/8KAJtDx9E8YFznab2Br4dWxnoATqXpxkp+f7XO8xDn7u9RoxzAaex3CH33aLa1Fw6HUVNj34RtSH5+vnlxQUREREREREREREREREREREREpKk028NV7du3x7x5/Kl65s0330T79vbIDCIiIiIiIiIiIiIiIiIiIiIiIk2h2R6uOu6447B+/Xo88QQftq4+33zzDf76179ixIgR+6BnIiIiIiIiIiIiIiIHDx+AB6dRf3o/hIiIiIjIYcgB4LiN/Nvfnd//mu3hqnbt2mHUqFG4/PLLcc8990Rc7qOPPsKIESNQWVmJiy7i7+QWERERERERERERERERERERERFpKs32cBUA3HvvvYiJicEtt9yCHj164N5778Xnn3+OYDC423Rbt27Fv//9b4wePRo/+tGPUFxcjPHjx+PYY49tzu6KiIiIiIiIiIiIiByQfL9xfyIiIiIicphy3cb9CWKas7F+/frhiSeewM9//nOsXr0aN910E2666Sa4rouWLVsiMTERxcXFqK6u3lnG93307NkTzzzzTHN2VUREREREREREREREREREREREDnPN+nAVAFxwwQWoq6vDlVdeiaqqKgBAOBxGUVFRvdMPHToUr7zyClJSUpqzmyIiIiIiIiIiIiIiByzPd/Z3F0RERERE5KDhwHEaOwqVvns0+8NVAHDxxRfj2GOPxVVXXYV333233mlSUlJw9dVX449//CNiYvZLNyVCK0653Jymx7sP03x0+o00v7GXR/MTPz2T5r4fpPmikb+nOQCkPvkczZe0upDm3R5fT/PfZOfSvCIYonkNKmgOAN39ATRvHUik+dclVTRf566h+ZD4I2meGR+gOQCsq0iieTISaL7W+4I3YBxPtoaW0jwz9gheAYAWXgbN87xVZh1MamwbmudXLqa57/PPSmGpzAABAABJREFUGwAEQ9tp7rr8gdiAG0dzx+Xbou/X0jwU5jkAOODbm2fsN4Kh+h8K/r5+fpJhzQMAeB5fF+FwJe+Dw4+fjsOXQWV1Cc1TErvQHABKKlfTPC2Zf2aCXjXNLda+MQH2w9s1Pq8j1s+keaFbSPNMj5e35qHG58cHAKgF354rgnzf+qNWfL+1voJvq7Eu/zzMK7T3/+d0KKf58hK+PT6zle9blxbx4/xHx95A80sXT6E5APyq7e00P6Z1LM2vXTaZ5uG692l+fs6DNF/z0K9pDgC/W/z3BrOnB/3XLB8Jj7ymxHqDiXUE8419M2s7krwpWK9psfpgdTGSWTCXQ5Tlo30VTSTlPWMiz1gSvjGXXpR5CPa+2+qDnYd57vPcOhey8kimCRvHMC/a3KuLqvyOOoxzNqMOaz1E/YFw7Atbvs+/5DiOMQ9OPM1dx9grWNfs7K8fJs9oxHH5uYZ1XhztZx4APOszZyxH63ta2FiPMeb3H3tbtPed0W3P9vHH2LcfIg+Z7OvjrLWc7E1B75QT2WsV03ieMt6sYkUJvz7S4/pJND/+1zU0/8QdRnM/NI/msZe8THMAOP1H/Wk+4x8zaX5a8hyaB4xz7F5Z/BpQUo59fts6cRnNi4I/pvm2Kn4NqGfFVJp73yyheav+p9AcAGLK+X2Kd7Z0pvlPeh5L83fX96D5mHbzae5/MYvmAOANHkPzQC2/bttq8/M0n5VwMc3TEvj1m6fntKc5AJw+II3m6fF8PZ3ScR3NrXN0p0NPmvcNzqA5ALy26USat2p9Nc0vaM2v1QV9fo9gXl4qzfOK+f0oAOiQya+vW+ddlz+XTPNHzufXMyfP4PcFbz3VuJ8FoCKYTfOwz7dXJ53fT3JL+bZYl9KL5rFVpTQHgFAG3x5jqzbRvLCWf9fJzWhJ88pgFs1b9uD7NQBovabha6YA4HTmywnG9z135Om8+CJ739lzwHCa/2XeUTS/ekRX3oev7qB5Ur8JNP9sa0eaA0C/rLU0T4zpR/O6Gfx85uljz6H5Ja0fonn7jlfSPE6v1jvo7benlnr27Im3334b69atw9tvv43ly5ejqqoKmZmZGDRoEMaMGYPkZH5QEhERERERERERERERERERERER2Vf2+5BQnTp1wm9+85v93Q0RERERERERERERkYOCD8Br5Ks5NP6YiIiIiMhhqtGvBRQtORERERERERERERERERERERERkXrs15GriouL8eKLL2LmzJn49ttvUVtbi+zsbAwdOhQ/+9nPMHjw4P3ZPRERERERERERERGRA5KvIahERERERCRSjtP4kaucxo2aeyjZbw9XPfjgg7j11ltRVVW187/5vo9Vq1Zhzpw5+Mtf/oJTTz0VzzzzDLKysvZXN0VERERERERERERERERERERE5DDV7K8FrKqqwqhRo3DdddehsrISwI6Hqvz//zObXf93xowZGDRoEBYtWtTc3RQRERERERERERERERERERERkcNcs45c5fs+Jk6ciA8++GDnQ1Su66Jv377o0KEDkpKSsG3bNnz11VfYvn07fN/Hxo0bMW7cOCxatAjZ2dnN2V0RERERERERERERkQOP78DzG/lqjsaWExERERGRg5te79dozfpw1d/+9je8/vrrAIABAwbg6quvxhlnnIHU1NQ9pp07dy4efvhhTJ06FXl5ebjgggvwzjvvNGd3JUI93n046jreLr6H5tOG/JHmvh+k+cxjbqT59toUmgPAICeW5j/N4m209dJp/mF+Fc3fK/kzzSNRk3Y8zTvF8PwnOYk0f3FDe5rPx1Ka9w0fSXMAiEUczb91l9O8g9+X5tuwjuatY3gfK/xCmgNAvJNEc8/j23NBxdc0z0zpQ3PHeJdubID3LxIJcXx7r6haQ/O4uFY0D4Z4+9Y+AQB88Gkc8JMLH35UOXwjB+A41mHao6nrxhtd4AsyLpa/ljctvgPNASAY5vs2z+N9CLgBsw1mazX/vGQkdImqfgAIOnU0L8EWmudjJc0H+CNonhnP94sAUBPm28LmKv55WF/Bt9de6bwPYWNzX1JczScAcPUSPs2prVrQfFBMN5o/0ud2mn9TyveNJ9J0h6e38mN5eHMZzc/MvIXm0wvvpPn6opNpHomj0y9rMFtevhE9+/FzgYOdvee29sx2Lt+PZtwQL6I1EV0bZnmHr0m/Cda0Z7Th+WGeG32INvd9ex6taXxjHqzy1nmEZ5zreF4tzXd0gtdhnU+Z54TRimhbjnZ75MvJqt3x+fcP3/h+AtifKWt7dWFta0buGHkEy9ieB+szzXOLte9sin2rtRTMzdW4vmuVj+TzZj2IEu08WH2I5EEYbx/vNqIVSf98Y2Wa2yOJD/DFI1K/lPFRV9EjjV+XRTCBxp88fybN/cLnaO6k5dD8pWVbaQ4Ap/7vPzTvVZtM843ej2h+3V8W0Pyyifz6TSiCHVzbmCKap3/8PK/ghD/QeHHFBJofZVw+T4+318OqmnE0P+eIj2leUNuP5mM6fEnzCq8tzZPb8hwAQh6/DvXUYn4P4Nd9+BG/k3EdrUPyZ7z8CfY8pH59H803JVxP83Yr7+cN5LShsV9Tycsn7nnf9ofOTOSf6cpsfr9pTVkvmvdI+5zmozttp3lB6540B4DU2I0031bD67jznAya1z3K1/PPL3yW5iFvCc0BID5QTnPfeInVuwUjaX5M2zyaV4f4MkhM2ExzACiu7Ujzco9/pvsmvUtzv5Rv72lxxn297M48BxDKHUDzQBG/B2A97JKfNIbmlUeeyOsH0DXMl9PVg4xvQ7UraFzd+yyaW3ceC6r4cRoAEmP4MejL7RU073/1qzT/jdmDK2k6e0spzSuCYaTERnfPS/avZnstYDgcxj333INAIIB77rkHn3/+Oc4///x6H6wCgOHDh+PFF1/Ehx9+iJycHLz//vv48MMPm6u7IiIiIiIiIiIiIiIHJB87HmRr3J+IiIiIiByWXLdxf9J8D1fNnj0b27ZtwyOPPII//IE/nb+rESNG4L333kNqaiqef9546l9ERERERERERERERERERERERKSJNNvDVYsXL0a3bt1wySWX7HXZXr164YorrsDs2bP3Qc9ERERERERERERERERERERERET21GwPV5WXl2Po0KGNLn/66adj40b+7lsRERERERERERERkcOB5zfuT0REREREDkcO4LiN+4Ozvzu/3zXbw1VZWVkoLy9vdPm0tDTExMQ0YY9EREREREREREREREREREREREQa1mwPVw0YMABLlixpdPnly5eja9euDeae52HDhg2Nrl9ERERERERERERE5GDh+U6j/kRERERE5DDkoPEjV+lrRPM9XDV48GCEQiHMnDmzUeUff/xxnH322Q3m69atQ+fOnRvbPRERERERERERERERERERERERkd0063v2brvtNlx66aVYtGgRUlJSIi73+OOPY/HixZg6dWqD02zevLkpuij7ybWd76D5A2v/FFX9+TVxND9n4UizDt/lfbS8N/xGmo+aew/NB6eX0LzAsUduW180g+bZLYfT/O3qJJofF3sszYe36Evzz4uqaA4ArvFMaLm3leZpgdZmG0yJz/c1sQ5fRgBQhVKad8Ngmqe0zKZ5fs0ymifFZdK8NmS/wjU5vhXN68KVNPf8oNkGLR/mfXQD9nrwPC+qPlgc4xFuH37UbbguP5b6fq2R8/WQFMfXcyQ6pPD9Sml4C81bBHJo7vlhmse6iTTv7g+gOQDMq3uN5jEJ8TTfWMwfLE+Ib0Pz4kS+vdfW8nkEgNw4/plYV1dC8yqXf6Zf//YfNHecWJpb2yIALBr5e5r3OXYVzX/xd/4Q/js1b9C8sraA5o9iMs0BILT4PnMaZnrhnVGVbwr3HNnwfuc3Xzfb7zb2mX17ZGgennF4sXIA8I1pfGOCSNrY16I9znpNcJxm/ENia7N5xnxay8FeTkZ5P7ryO/rAt4WmOKfb74zzKfOniQ4vb60Hez1FX4eZOwf/Z9L6vB0M7H2vfiYL4FDY64hIIxTWbqR5ZvzoqOp3ktNpXv2n/6P5uXedE1X7ANBi819o7nS+muYPX96D5tur+bWJI9Pt64nz80fQPGbA8TQfGPiU5hlBfo3fad3w210AIDHMrzsDQHENvzbst+TXmeJ8fo2oJMSvvyQEeB+d7C40B4DYOS/T/FfdutO8wriP0SHmY5r7Dl9GqcWzab6jEb6cQl6Al2+RSuO67IE0j1v5Ps2L25zF2wcQcEI031bZluY9K56m+db4c2mei09o3qruA5oDQE1sL5p7xvWPltvfpbk/kK/nzgtvoLk7lO9TAMDP+5bm8Wn8Gv+Itvz6eMLnDd+bB4C8nrfQPDG5I80BYPTxr9L8729cQPNwahbN3cSWvAPl22lcEdeelwdQUcvvPeZkDaP5wm38HsDgRP6Z9zfY151rX59L8+Dv+bXn1SV8XVYF+bWBY3JpjNHv/I5PAACX/pvG/bMif/5kXzgudxHNU2KrAPB1KQe2Zr0D8otf/AJDhw7FyJEjsXEj/zIAAOFwGJMnT8bkyZPx5ptvNvhAVnV1NZ588smm7q6IiIiIiIiIiIiIyAHHB+DDaeSfiIiIiIgclhr7WkBpvpGrHn/8cdx3330IBoPYvHkzOnXqFHFZ3/cxcCB/ytr3fTiOfsEmIiIiIiIiIiIiIiIiIiIiIiJNo9kernJdF+vWrYPjOHAcx3yVxK72dnoRERERERERERERkUPZgfA65v1t27ZtyM7ObjAvLi5GamoqYmKa7VaIiIiIiMgBygHcxo5CpYGOmu0bRUZGBoAdI0wlJycjK4u//3Rv1NbWYuvWrU1Wn4iIiIiIiIiIiIiI7LB06VK8/PLLKC4uRiAQAACMHDkSY8eO3fn/m8Irr7yCtWvX4vrrrzen3b59O84//3wMHjwYJ554Irp164akpCRUVVVh48aNWLBgAb799ltMmTIFLVq0aLI+ioiIiIjI4afZHq5KT08HAJx22ml4/fXX4Tb6ibj6/fGPf8Tdd9/dpHWKiIiIiIiIiIiIiBzOpk+fjqeeegqTJ0/GkCFDAACFhYW4/fbbMWfOHNx1112Ii4uLup3Kykr897//xVFHHRXR9KFQCL7vY8GCBViwYMEe+cCBA3HnnXfqwSoREREREYla0z7hRHw3ctWECROa/MEqABg7dmyT1ykiIiIiIiIiIiIiciDy4TTqb2/Mnj0bjz32GCZOnLjzwSoAyMzMxM0334yvv/4aU6ZMge9H947CtWvX4qabbtrrN1Skpqbi+OOPR2pqKlzXRUZGBoYMGYLJkydjypQpO+9LiIiIiIgIAMdt3J80/2sBW7VqtU/qb9WqVdRf4JrbvhxKed26dXjxxRexadMmxMXFIRwOY9iwYfjJT36C+Pj4pui+iIiIiIiIiIiIiByiKisr8eCDD8L3fYwePXqPvHXr1hgwYABmzZqFmTNn4uSTT96r+j/44AO89dZbqKioQGVlJfLz8/e6j0lJSfjjH/+41+VERERERGTfaq5XizeXZnu4qmPHjvA8b5/V37lz531af1Pbl0Mpz5o1C/fddx8uv/xy3HTTTQCAiooK3H///bj88stx//33o2XLlk02L9OG2F9exy/4E80fWDu5qbpTr/MW3U7z49KuNuv494kv0Lzd6/+keXj133nufUTzhcWP0zwSF+bcRvNtpXNpPjz9cponxfCd4N8LptP8t9ln0RwA7tvwL5r3SBlD8yDqaF7jldG8n3Mszb/2+TIEgBBqaV7sFtE8zcumeV18Fc1bIofmJTFbaA4Am0o+pnlGSh+aJ7UYTPPacDnNQ2E+jxnJPWgOAMFwhTkNUx0s5vWHeP3xsWlmG6FwDc1TElrzPIav66Kab2nePfZ4mq8Of0pzAKjzq2meHmhP81Ulb9C8V8uf8PodvoyW+Z/RHACuaXshzRcX8f1KSnoWzbeEvqb5eW34Z/6bUvvh8sc33WpOwzhOLM3/3KsDzb0Pb6N58fk/N/sw8EO+/7+pKz/XuG0Av0j/TP/eNI+/9zmaR8Lp9RueG8vZ94NR9yFaJ306pcEsddB7zdiTfeNQ+P2Nu3cDERyyfXD2ckSGH3KjLG9xDomtzeYa8+kZub2cjPLGr+p8P5L1EOZtGNuKj4PgR2COsb2bv07k3wOt9WDlTVGHmR8Cn0nr8yaHjgPgMCsHCB+A18jDTKTFpk2bhvLycnTs2BFpaWn1TtO3b198/vnneP755zFy5Mi9ukly0kkn4aSTTtr5/0eNGhVx2YNJ0JtP81h3qFlHZjy/fhK1hNNpXHDjj2jebvZ1ZhOvtebTnPbSBzSv2fA6zVv94yOeJ9AYnj+LTwBgaOsRNK8KLeYV+Pwe1vL482jec+UjNP+vZ19fGddtDc3DHv9xftjntxXTt71F81DbITx37Nd4BvoO4hMU8uvbKZVLaO4tXkhzx7i/tqbjtTQHgC4Fj9K84ze38ArS02gcV/INzWte5Nt7XLF9jccxvvx3HprLKziyC41bL76J5n7nTjSvnWbfq/FL+b2aTtf+lOYbf/4Ezdu/ZN97ZPzCjeY0y7N+R/OeVfyaakLR5zSvGcSXQdcP+L7d6dqZ5gCw4LPhNN9SZXyf+3Aqb+CIrjzvwO99pvDSAICFW0to3jqRX1vu/X//prl3Yneauyc+SHMAiL+Gf67j1syged88fn3dPf4Bsw9M7KV8GQDAQ7P5MezK4/h+ZZ9zRhoTpDZLNygH9nUgVnYvNNerxZuTrrzsB/tyKOVly5ZhypQpOPnkk3HKKafs/O8pKSm44YYbUFBQgFtvvRV1dfxGsIiIiIiIiIiIiIgcvt56a8dDEh07dmxwms6dd9w03bx5M7788svm6JaIiIiIiBzAmuvV4s3toHm4qqqqCs8+++z+7kbU9nYo5b0RDodx3333oa6uDmPG7Dl6T2JiIk444QQsXboUr7zySqPnQURERERERERERET2I9+B18g/+PbPzteuXYvCwkIAQE5OwyNj5+Z+PzLJwoV8tJd9paysDP/85z9x55134qqrrsK5556LK6+8Eq+++ipqa/moJCIiIiIihw9nxwjljfmLcOiqffk8zP7WbK8FBIA77rgDV155ZaNeSbdmzRpcdNFFuPBC/mqeA92+HEp55syZ2Lx5M5KSktC1a/1DHPbt2xdvvfUWXn31VZx55plITk5u7KyIiIiIiIiIiIiIyH6QH6jEA6kLGl3WevHW4sXfv96soevYP8yWLOGv2toXysrKMGXKFPz2t79Fu3btAADV1dV4+OGH8fjjj+Ptt9/G3XffjVatWjV730REREREDjf7+tXi+1Ozjlx1++23Y/ny5Y0qu2BB474oHmj25VDK39Xdvn37BjfA7+ouLy/Hxx9/HHHdIiIiIiIiIiIiInJ4+G7UKmDHGxEakpSUVG+Z5lJdXY1LLrlk54NVwI7+XnPNNWjfvj3WrVuH22+/HZ7nNXvfREREREQON4fyq8WbdeQq3/fx8ccf4+ijj96rcuvWrcNtt922bzrVjBo7lPKgQYPMuisqKnY+uMbq3jVbuHAhTj31VLNuERERERERERERETlwtA4n45ryIY0qe3nYHmGqtLR0579jYhq+jbBrVlJS0qj+NFZsbCzatm1b742bQCCAU045BU899RRWrFiBWbNm4YQTTmjW/omIiIiIHHCcfTf+0r58HuZA0KwPVwHAM888g2uvvRauG9lKe/PNN/HLX/4S27dvh+NE9h7HA9W+HEp56dKlO399w+pOTExEQkICampqdusPs2rVKowaNarhCRpuDgBwacmwiNoRERERkf2LnvMZVq1ahW7dukXV/la3Cvckf97o8peV7t2POERERESk+T3UYn6jy+a7Vebr7KRpxMfH7/w3G/Vp1ywhIWGf9umHMjMz8fDDDzeY9+zZc+e/Z8+evc8erjKvnxvee++9JuyNiIiIiOwr+/v6ebRWrdqKUafc3eiy3bql0mkOlleLN1azP1y1cuVKPPLII7jiiivodJWVlbjqqqvw9NNPN1PP9r19OZRypHV/l9fU1KC0tBThcHifv8Ny/II/7dP6I1Hx6wto/vjgDLOOttOfpLkPnkfrF7m30Xxcu7BZx4DMWJpf3ekOms8tbvhiBQCc02oyzZ/uyUdK++2qj2gOAGe2/BXN362eTvPhsafRPNaNo7nr0xgt3Fw+AYDi8Eaaew5flzlOOs1LnG00L/d5vrF4Js0BoFvGWTTfUDGX5r4fonkoXE7zpPi2NC8otS/UugF+AuB5FTSPCaQZLfD1GAzx+gHA82tpXlyxlOZFPn+ItkVyD5ovD35Ec88L0hwAnBh+jCnwVtC8Z0u+rW3zVtM81+1J8wTHviy/uoxvr9vCfF0WOfwzf3bqGTR/eUsBzbe7eTQHgFu78WPxhgr+eoSyST+jeeqTfP/vOPz4U3vDuTSPRKsEvoPu/s4jUdV/avqNNC8E328BwKeFP6G579ufKaZ9Ov9i9/s2I2h+9VK+HgWI5Kcezfre9UZwI5gJ6zct9o9ejBOmKLkRrQnOnAdjFhzfWNNN8Lsg12jDdfgx1ixvbK1W7kXwKzfHmMYx5sEub80Dv+ThO9G/Hsja2h0Ybfi8Bt9owYlkYzOXs5Xz5egaubVndCLYc1rTWNurgyiXgVW+SebB+EwbebSaYt8a7THQ6oN5fGqKne8+FslxOJJpDnTOPj4XkB18AJ7fuA0mkjWUnv799adgsOHvKnV1dTv/zW6g7CupqQ1f39l1HjZu5N/ND3f+N1No3j6Of693jrvfbONsa4LJb9DYenSvKsSvgyV+9R+aO2R0hZ1St9I4qcUEXj7Er+Ec8fJFNF8z8V80/2nwFd4+gLkF42g+PPAqzTMyymjub9lC89g2pTSv8NvQHACSq3gdNc99SPOEi8fQ3GnViuYvBPn9prPvN7d24E/X09jtzK9HloXb0zzljXtoHpz8F5qnrnud5gDgdDqK5v6Xc3gFGWm8/iR+r9Npxx9QKPn9JN4+gNLaZJp3L+DXE9u/wtcj0vj27FQV09zL7MzrB9BzIV/XoUFjaR6znq+n2Kxq3oE643pmS/55AoDi2oZfHQYA7Tbwe5PeyJ/y+uv45yX9g6to7g7h11QB4Ogn+PMMzp/eovmb5/6Y5md/w69NR6SyhMZOt+uMnFe/rTqf5uvKkmh+xB/st21d+c9Z5jTMR5tKaD4gezvNW8YdEVX7h4OD5dXijdXsD1cBwA033IARI0ZgwIAB9eaffPIJLrroIqxbtw6+caHxYLIvh1KOtO5dc9/3UVpaiowM/mBRt27d9OsZERERkcNANOd8TTF0b46XhBsrG66nzuO3bfkjqSIiIiJyILi6bCjN4wMNP5h6qRfZSPwSvXbt2u38d1lZww9T7Jq1b89vXu4LK1asQFlZGQYPHrzHA/S7vj1j14fAmpqun4uIiIgcHvb39fNodeuWi3ffu6VRZQcP+rU5zcHwavFoNPsPq33fR01NDcaNG4fNmzfvltXV1eGaa67BSSedtPPBqrZt2+Lvf/87brjhhubuapPbl0MpR1r3D/Ndy4mIiIiIiIiIiIiIDBgwYOcbD9ivyXfNmvuG0XPPPYfLLrsMN910E/75z3/uke96o6aVMRKNiIiIiIhE52B4tXg0mn3kqjfffBP9+/fHxIkT8eMf/xhz5sxBy5YtsWjRIlx44YX45ptvdo5Wdf755+ORRx5BixYtsH37duTl2a+9OZDty6GUI6171/rj4uKQnMyHvBQRERERERERERGRA0/0L7htWHJyMvr164dFixbt8SPpXX33uj3XdTFs2LB92KPdhcNhvPTSSzv//5o1a/aYpqioaOe/u3fv3iz9EhERERE5kPn+vht/6WB5tXhjNevDVbs+gTZjxgyMHDkS48aNw0knnYS7774boVAIvu8jKysLjz/+OMaPH79z+qysLDzzzDPN2d0mty+HUt51Ola353morKzcoz8iIiIiIiIiIiIiIt8577zzsGjRIqxatQqe5+32mr3vLF++HAAwatQoZGdnN1vfysrKdt6wSUtLw/nnn7/HNF999RUAwHEcjBkzptn6JiIiIiJyODpYXi3eWM3+WsDvJCYmYsaMGcjPz8cdd9yBYDAI3/cxduxYLFmyZLcHqw4V+3Io5a5du+58qo/VXVRUtPMht8GDB0dUt4iIiIiIiIiIiIgcWHzfadRfpPr164dhw4ahsrISixcv3iMPh8OYP38+kpOT93i4KS8vD7/61a8wbtw4vPDCC1HP6w+lpaUhLS0Nruvi0UcfRY8ePXbLPc/DnDlzAADjx49HmzZtmrwPIiIiIiIHFwc+Ao36A+zvEQfDq8Wjsd8ergKAjIwMvPPOO8jJyUFMTAyeeuopvP766/X+wmXz5s3o0qXLfuhl0/luKGUATT6UsuM4GD58uFn3pk2bdv77mGOOiahuERERERERERERETn83HDDDejUqROee+45hMPh3bIZM2aguLgYkydPRk5Ozm7Z7NmzsW7dOlRXV2Pq1KlmO7W1tTv/zV4h8h3HcXDuuefC87w9+gUAr776KoqKijBs2DBMmjTJrE9ERERERKKzL5+HORA062sB69OxY0f873//wwknnIC8vLwGpysoKMD69eubsWf7xr4cSvmcc87Bu+++i61bt6K0tBQtW7ZssO7+/fujd+/ejZwLERERERERERERETnUJScn495778V9992H6667DqeddhqSkpLwxRdfYO7cubjjjjswcODAPcodd9xxePfdd5Gfn48JEybUW/cHH3yAt956C8DurwaZM2cOrrzySsTE7Lh9ceutt6JFixZ7lB8/fjyCwSAmT56MMWPGoG3btgiHw5g7dy7mzp2Liy++GOeccw4cJ/LRukREREREpPEO5FeLR2u/P1wFAH379sX06dNx6qmnon379rjgggv2mObjjz/eDz1ret8NpfzZZ59h8eLFO5/c+441lPLkyZORn5+Pc845BxMnTtwtb9u2LcaOHYvp06dj3rx5OOWUU/Zof+7cuYiJicHFF1/c9DMXheu73EHzf5d8RvP1RTNo/vK8rjS/etVLNAeAciP3Fz1Ec2fglTQfmPFrmi8q+jvN14/9Dc0B4Lx336J5h5ThNM/qwddTwLhQsaAonuaeb/8qbW54Ps0Hxoym+SYnn+Yxxm5xhbOc5ql+Js0BoLXbneZ54aU0rwlU0LwiXEBzazl3SB9FcwDYUv0FzWMDSTSvC/F5CLjJNK8JFtE8Ib4tzQGgto5vCw4CNPfh0TzgJtK8Lrid5gAQCPDlkBDHh7SPCRh9CPE9W4ybQPO0+A40B4BYh28Llq0h/nnIieEPCqd5ez5ovKugW0tzAFgc3EjzRGMeO/p9aD67eiXNk5BK887eETQHgOwEvr0OTOf7hX982o3mBV3/RPNf5t5C8xMetz8Pp/yHtzGxyzaa/7kXP4b9/l6+LYxozT9PabH88wIAt3afRfM7V59I861n819bf3g0P750vZh/5it/s+c5+A8lP/6cOU20XHI6Yd0SsYbldeCbU+xrZh+NLrDlA9hzEMkcWm1Y82D20cz5BI5jrUfAtRoxqnCMuXSNPNrykdRh5/xcxnGM3Krfj2AeHD5NwOHn3r6z5ygUu+f8+MZTIBDBWN6eMZ++mRu9MOahafZKxrp0YnlpYz05Ru660eU7puF9tLY1K7c+k9HmAOAanznX2JbM/YpR3jW2JiuPZBrHyqM8xkXSR0u0xzjzGNYc5xJRHmdd4zhqHWet9qX5+LCPdazs3sjIyMCUKVOwcuVKLFmyBAUFBejfvz8mTZqEuLi4esvk5ubiySefpPWe9P/Yu+8wucr6/eP3mZkt2ZJsei8QEjohhN5BehFFEQVERRRFUfxiAZEAARWwix2xgYqAKCpFEAFDD72EQCAJ6T2b3Wy2zpzfH/kRQbL3Z7KzCQl5v7z2uoL3ecrpZ545c86hh+rQQw9dz9682cknn6zjjjtOjz/+uGbPnq1sNqv9999f55xzTqd92xwta/VjE7e95M8zp+/ix5CSbfew+X8W+Ne1HGjTNdp+9AGbl3/WP+Hs8cX+M+3uA3a2eWHO920+afEHbS5Jx00YZvMJK39s82SQ/54iO26UzV9b2WzzmemxNpekw/rcY/OWHuNtXik/htO420dsXlv/qM2r22baXJKW9jnB5v0+FVy/9gvGNINr+FP+eYnN85de7OuXlKyeb/OOykE2r8759ZA54RSb10z+mc0b94u/b+qRrbd5rl8fX0GLH4u7OXOGzd9dNdvmA+fF3/sNXLnS5ulOB9k80+aPS4X7bvX121RKqv33A5K0dOezbd7vOX8uTuf5bTHXf6TvwLuC4070mVhSP/nvm1aOfr/NMx1+bLtvmR9/b3vGn2NzDf47aEmqOMgf39Nlfkz1pLH+/FK/1YU2r2v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" ] }, "metadata": { "image/png": { "height": 397, "width": 1195 } }, "output_type": "display_data" } ], "source": [ "fig, axes = oti.plot.plot_data_models_residual(\n", " bdata, model, MAP_params, vlim_residual=5, residual_normalization=bdata[\"label_err\"]\n", ")\n", "_ = axes[1].set_title(\"MAP model\")" ] }, { "cell_type": "markdown", "id": "6cb3666f", "metadata": {}, "source": [ "The MAP model captures the dependence of the mean [Mg/Fe] abundance on $z$ and $v_z$ well, as indicated by the small residuals in the right panel of the figure above. Below, we plot the inferred vertical acceleration profile, $a_z(z)$, and the implied vertical density profile from its derivative. We show these profiles for the MAP model in black, and for 128 MCMC samples as the gray lines. The over-plotted green line in the density plot shows, for comparison, an exponential profile with a scale height of 300 pc." ] }, { "cell_type": "code", "execution_count": 23, "id": "463aaacc", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 332, "width": 728 } }, "output_type": "display_data" } ], "source": [ "z_grid = np.linspace(-1, 1, 1024) * max_z\n", "a_unit = u.km / u.s / u.Myr\n", "dens_unit = u.Msun / u.pc**3\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(10, 4.5), layout=\"constrained\", sharex=True)\n", "\n", "mcmc_style = dict(marker=\"\", alpha=0.1, color=\"#aaaaaa\")\n", "for pp in mcmc_params[-128:]:\n", " az = model.get_acceleration(z_grid, pp)\n", " daz_dz = model.get_acceleration_deriv(z_grid, pp)\n", " dens = -daz_dz / (4 * np.pi * G)\n", " axes[0].plot(z_grid.value, az.to_value(a_unit), **mcmc_style)\n", " axes[1].plot(z_grid.value, dens.to_value(dens_unit), **mcmc_style)\n", "\n", "pp = MAP_params\n", "az = model.get_acceleration(z_grid, pp)\n", "daz_dz = model.get_acceleration_deriv(z_grid, pp)\n", "dens = -daz_dz / (4 * np.pi * G)\n", "\n", "MAP_style = dict(marker=\"\", color=\"k\")\n", "axes[0].plot(z_grid.value, az.to_value(a_unit), **MAP_style)\n", "axes[1].plot(z_grid.value, dens.to_value(dens_unit), **MAP_style)\n", "\n", "with u.set_enabled_equivalencies(u.dimensionless_angles()):\n", " comp = 0.15 * np.exp(-np.abs(z_grid - res.params[\"pos0\"] * u.kpc) / (0.3 * u.kpc))\n", "axes[1].plot(z_grid.value, comp, marker=\"\", color=\"tab:green\", label=\"$e^{-|z|/0.3}$\")\n", "\n", "axes[1].axhline(0.0)\n", "axes[0].set(\n", " xlim=(-1, 1),\n", " ylim=(-3, 3),\n", " ylabel=f\"$a_z$ [{a_unit:latex_inline}]\",\n", " title=\"acceleration\",\n", ")\n", "axes[1].set(\n", " ylim=(-0.01, 0.2), ylabel=f\"$\\\\rho$ [{dens_unit:latex_inline}]\", title=\"density\"\n", ")\n", "axes[1].legend(loc=\"upper right\", fontsize=14)\n", "\n", "for ax in axes:\n", " ax.set_xlabel(f\"$z$ [{u.kpc:latex_inline}]\")" ] }, { "cell_type": "markdown", "id": "1dc95a6f", "metadata": {}, "source": [ "We can also use the MCMC samples to compute uncertainties on the model parameters and derived quantities. For example, we measure the vertical solar position and velocity relative to the fiducial Galactocentric coordinate frame:" ] }, { "cell_type": "code", "execution_count": 24, "id": "5b365dfb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Vertical solar position, relative to fiducial frame: 40.4 +/- 1.8 pc\n", "Vertical solar velocity, relative to fiducial frame: 0.3 +/- 0.2 km/s\n" ] } ], "source": [ "pos0_samples = (np.array([x[\"pos0\"] for x in mcmc_params]) * u.kpc).to_value(u.pc)\n", "vel0_samples = (np.array([x[\"vel0\"] for x in mcmc_params]) *u.kpc/u.Myr).to_value(u.km/u.s)\n", "print(\n", " f\"Vertical solar position, relative to fiducial frame: {np.mean(pos0_samples):.1f} \"\n", " f\"+/- {np.std(pos0_samples):.1f} pc\"\n", ")\n", "print(\n", " f\"Vertical solar velocity, relative to fiducial frame: {np.mean(vel0_samples):.1f} \"\n", " f\"+/- {np.std(vel0_samples):.1f} km/s\"\n", ")" ] }, { "cell_type": "markdown", "id": "a777e857", "metadata": {}, "source": [ "As a final demonstration, we now use the model to compute actions and angles for the stars in the sample. We will compute the actions and angles for the MAP parameters:" ] }, { "cell_type": "code", "execution_count": 25, "id": "edf5f9a0", "metadata": {}, "outputs": [], "source": [ "aaf_oti = model.compute_action_angle(\n", " sample_galcen.z, sample_galcen.v_z, params=MAP_params\n", ")" ] }, { "cell_type": "markdown", "id": "4edabf3e", "metadata": {}, "source": [ "As a comparison, we will also compute actions and angles for a standard axisymmetric model of the Milky Way's mass distribution (from Hunt et al. 2022). We will use [Agama](https://github.com/GalacticDynamics-Oxford/Agama) to compute the comparison actions and angles:" ] }, { "cell_type": "code", "execution_count": 26, "id": "623b911e", "metadata": {}, "outputs": [], "source": [ "import agama\n", "agama.setUnits(mass=u.Msun, length=u.kpc, time=u.Myr)\n", "\n", "mw = gp.MilkyWayPotential2022()\n", "agama_pot = mw.as_interop(\"agama\")\n", "af = agama.ActionFinder(agama_pot)" ] }, { "cell_type": "code", "execution_count": 27, "id": "3f088def", "metadata": {}, "outputs": [], "source": [ "aaf_agama = af(w0[mask].w(galactic).T, angles=True)\n", "aaf_agama = {\n", " \"J\": aaf_agama[0][:, 1] * galactic[\"kinematic viscosity\"],\n", " \"theta\": aaf_agama[1][:, 1] * galactic[\"angle\"],\n", " \"Omega\": aaf_agama[2][:, 1] * galactic[\"angular frequency\"],\n", "}" ] }, { "cell_type": "markdown", "id": "a64bd143", "metadata": {}, "source": [ "Let's see how the `torusimaging` actions, frequencies, and angles compare to those computed with Agama:" ] }, { "cell_type": "code", "execution_count": 31, "id": "860c0be0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[(0.0, 6.283185307179586), (0.0, 6.283185307179586)]" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 368, "width": 1088 } }, "output_type": "display_data" } ], "source": [ "style = dict(ls=\"none\", marker=\"o\", alpha=0.5, ms=1.5)\n", "fig, axes = plt.subplots(1, 3, figsize=(15, 5))\n", "\n", "for name, ax in zip([\"J\", \"theta\", \"Omega\"], axes):\n", " if name == \"theta\":\n", " ax.plot(\n", " aaf_oti[name].value % (2*np.pi), aaf_agama[name].value % (2*np.pi), **style\n", " )\n", " else:\n", " ax.plot(aaf_oti[name], aaf_agama[name], **style)\n", " ax.set(xlabel=f\"OTI {name}\", ylabel=f\"Agama {name}\")\n", " ax.axline((0, 0), slope=1, color='tab:red')\n", "axes[1].set(xlim=(0, 2*np.pi), ylim=(0, 2*np.pi))" ] }, { "cell_type": "code", "execution_count": null, "id": "8de910ee", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }