From d3a9edc1cbca0222b2bb5498cb9d5ad86a2742d8 Mon Sep 17 00:00:00 2001 From: Tomas Stolker Date: Mon, 11 Apr 2022 09:23:26 +0200 Subject: [PATCH] Updated setup.py, only add zorder to kwargs in plot_spectrum if not already provided, fixed issue with the autocorrelation for multiple dimensions in FitModel, bug fix with the distance prior in run_ultranest, allow to show intead of write plots in EmissionLine, style maintenance, updated tutorials --- docs/tutorials.rst | 2 +- .../tutorials/color_magnitude_broadband.ipynb | 339 ++++--- docs/tutorials/companion_data.ipynb | 71 +- docs/tutorials/data_model.ipynb | 208 ++--- docs/tutorials/emission_line.ipynb | 246 ++--- docs/tutorials/fitting_model_spectra.ipynb | 412 ++++---- docs/tutorials/flux_calibration.ipynb | 876 ++++++++++-------- docs/tutorials/flux_magnitude.ipynb | 4 +- docs/tutorials/model_spectra.ipynb | 184 ++-- docs/tutorials/running_species.ipynb | 237 +---- docs/tutorials/spectral_library.ipynb | 71 +- docs/tutorials/synthetic_photometry.ipynb | 60 +- setup.py | 18 +- species/analysis/emission_line.py | 140 ++- species/analysis/fit_model.py | 21 +- species/core/init.py | 2 +- species/data/database.py | 26 +- species/plot/plot_spectrum.py | 59 +- species/util/dust_util.py | 4 +- species/util/plot_util.py | 7 + 20 files changed, 1421 insertions(+), 1566 deletions(-) diff --git a/docs/tutorials.rst b/docs/tutorials.rst index fcd0276d..bb9f3ec3 100644 --- a/docs/tutorials.rst +++ b/docs/tutorials.rst @@ -46,9 +46,9 @@ This page contains a list of tutorials which highlight some of the functionaliti .. toctree:: :maxdepth: 1 - tutorials/spectral_library.ipynb tutorials/flux_calibration.ipynb tutorials/emission_line.ipynb + tutorials/spectral_library.ipynb .. important:: A flux calibrated spectrum of Vega is used for the conversion between a flux density and magnitude. The magnitude of Vega is set to 0.03 for all filters. If needed, the magnitude of Vega can be changed with the ``vega_mag`` attribute of a ``SyntheticPhotometry`` object: diff --git a/docs/tutorials/color_magnitude_broadband.ipynb b/docs/tutorials/color_magnitude_broadband.ipynb index a8f487e4..46bbde6e 100644 --- a/docs/tutorials/color_magnitude_broadband.ipynb +++ b/docs/tutorials/color_magnitude_broadband.ipynb @@ -11,7 +11,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This tutorial shows how to create a color-magnitude diagram which combines the photometry of field and young/low-gravity objects, synthetic photometry computed from isochrones and model spectra, and photometry of directly imaged planets and brown dwarfs." + "This tutorial shows how to create a color-magnitude diagram that includes data of field and young/low-gravity objects, synthetic photometry computed from isochrones and model spectra, and data of directly imaged objects." ] }, { @@ -43,7 +43,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we initiate the `species` workflow and create an instance of `Database`." + "Next, we initiate the [species](https://species.readthedocs.io/en/latest/species.html) workflow and create an instance of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database)." ] }, { @@ -55,7 +55,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -81,7 +81,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Available magnitudes and spectra of directly imaged planets and brown dwarfs are added to the database with `add_companion` by setting `name=None`. These data are extracted from the [two dictionaries](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) in the `data.companions` module." + "Available magnitudes and spectra of directly imaged planets and brown dwarfs are added to the database with [add_companion](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_companion) by setting `name=None`. These data are extracted from the [two dictionaries](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) in the [data.companions](https://species.readthedocs.io/en/latest/species.data.html#module-species.data.companions) module." ] }, { @@ -94,7 +94,25 @@ "output_type": "stream", "text": [ "Downloading Vega spectrum (270 kB)... [DONE]\n", - "Adding Vega spectrum... [DONE]\n" + "Adding Vega spectrum... [DONE]\n", + "Adding object: beta Pic b [DONE]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/data/database.py:958: UserWarning: Found 33 fluxes with NaN in the data of GPI_YJHK. Removing the spectral fluxes that contain a NaN.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Adding object: beta Pic c [DONE]\n", + "Adding object: HIP 65426 b [DONE]\n", + "Adding object: 51 Eri b [DONE]\n" ] }, { @@ -104,6 +122,48 @@ "/Users/tomasstolker/applications/species/species/data/filters.py:210: UserWarning: The minimum transmission value of Subaru/CIAO.z is smaller than zero (-1.80e-03). Wavelengths with negative transmission values will be removed.\n", " warnings.warn(\n" ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Adding object: HR 8799 b [DONE]\n", + "Adding object: HR 8799 c [DONE]\n", + "Adding object: HR 8799 d [DONE]\n", + "Adding object: HR 8799 e [DONE]\n", + "Adding object: HD 95086 b [DONE]\n", + "Adding object: PDS 70 b [DONE]\n", + "Adding object: PDS 70 c [DONE]\n", + "Adding object: 2M 1207 B [DONE]\n", + "Adding object: AB Pic B [DONE]\n", + "Adding object: HD 206893 B [DONE]\n", + "Adding object: RZ Psc B [DONE]\n", + "Adding object: GQ Lup B [DONE]\n", + "Adding object: PZ Tel B [DONE]\n", + "Adding object: kappa And b [DONE]\n", + "Adding object: HD 1160 B [DONE]\n", + "Adding object: ROXs 12 B [DONE]\n", + "Adding object: ROXs 42 Bb [DONE]\n", + "Adding object: GJ 504 b [DONE]\n", + "Adding object: GU Psc b [DONE]\n", + "Adding object: 2M0103 ABb [DONE]\n", + "Adding object: 1RXS 1609 B [DONE]\n", + "Adding object: GSC 06214 B [DONE]\n", + "Adding object: HD 72946 B [DONE]\n", + "Adding object: HIP 64892 B [DONE]\n", + "Adding object: HD 13724 B [DONE]\n", + "Adding object: TYC 8988 B [DONE]\n", + "Adding object: TYC 8988 C [DONE]\n", + "Adding object: HD 142527 B [DONE]\n", + "Adding object: CS Cha B [DONE]\n", + "Adding object: CT Cha B [DONE]\n", + "Adding object: SR 12 C [DONE]\n", + "Adding object: DH Tau B [DONE]\n", + "Adding object: HD 4747 B [DONE]\n", + "Adding object: HR 3549 B [DONE]\n", + "Adding object: CHXR 73 B [DONE]\n", + "Adding object: HD 19467 B [DONE]\n" + ] } ], "source": [ @@ -151,7 +211,7 @@ "data": { "text/plain": [ "('data/model.AMES-Cond-2000.M-0.0.NaCo.Vega',\n", - " )" + " )" ] }, "execution_count": 5, @@ -173,7 +233,7 @@ "data": { "text/plain": [ "('data/model.AMES-dusty.M-0.0.NaCo.Vega',\n", - " )" + " )" ] }, "execution_count": 6, @@ -202,16 +262,30 @@ "name": "stdout", "output_type": "stream", "text": [ - "Adding isochrones: iso_cond... [DONE]\n", - "Adding isochrones: iso_dusty... [DONE]\n" + "Adding isochrones: iso_cond... [DONE]\n" ] } ], "source": [ "database.add_isochrones(filename='data/model.AMES-Cond-2000.M-0.0.NaCo.Vega',\n", " tag='iso_cond',\n", - " model='baraffe')\n", - "\n", + " model='baraffe')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Adding isochrones: iso_dusty... [DONE]\n" + ] + } + ], + "source": [ "database.add_isochrones(filename='data/model.AMES-dusty.M-0.0.NaCo.Vega',\n", " tag='iso_dusty',\n", " model='baraffe')" @@ -221,12 +295,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Finally, the AMES-Cond grid with synthetic spectra are downloaded and added. Spectra with Teff values outside the chosen `teff_range` are excluded." + "Finally, we need to add the grid with AMES-Cond model spectra. The full grid of spectra is downloaded but spectra with a $T_\\mathrm{eff}$ outside the chosen `teff_range` are not added to the database." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -235,36 +309,16 @@ "text": [ "Downloading AMES-Cond model spectra (150 MB)... [DONE]\n", "Unpacking AMES-Cond model spectra (150 MB)... [DONE]\n", + "Wavelength range (um) = 0.5 -40\n", + "Spectral resolution = 4000\n", + "Teff range (K) = 100.0 - 4000.0\n", "Adding AMES-Cond model spectra... [DONE] \n", "Grid points stored in the database:\n", " - Teff = [ 100. 200. 300. 400. 500. 600. 700. 800. 900. 1000. 1100. 1200.\n", " 1300. 1400. 1500. 1600. 1700. 1800. 1900. 2000. 2100. 2200. 2300. 2400.\n", " 2500. 2600. 2700. 2800. 2900. 3000. 3100. 3200. 3300. 3400. 3500. 3600.\n", " 3700. 3800. 3900. 4000.]\n", - " - log(g) = [2.5 3. 3.5 4. 4.5 5. 5.5]\n", - "Number of grid points per parameter:\n", - " - teff: 40\n", - " - logg: 7\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/tomasstolker/applications/species/species/util/data_util.py:295: RuntimeWarning: divide by zero encountered in log10\n", - " flux = np.log10(flux)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Fix missing grid points with a linear interpolation:\n", - " - teff = 200.0, logg = 5.5\n", - " - teff = 900.0, logg = 2.5\n", - "Number of stored grid points: 280\n", - "Number of interpolated grid points: 2\n", - "Number of missing grid points: 0\n" + " - log(g) = [2.5 3. 3.5 4. 4.5 5. 5.5]\n" ] } ], @@ -277,19 +331,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The spectra at two grid points were missing in the original grid. These have been linearly interpolated *species* from neighboring grid points." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Also the AMES-Dusty spectra are also downloaded and imported into the database." + "Also the AMES-Dusty spectra are downloaded and imported into the database." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -298,57 +345,15 @@ "text": [ "Downloading AMES-Dusty model spectra (59 MB)... [DONE]\n", "Unpacking AMES-Dusty model spectra (59 MB)... [DONE]\n", + "Wavelength range (um) = 0.5 -40\n", + "Spectral resolution = 4000\n", + "Teff range (K) = 100.0 - 4000.0\n", "Adding AMES-Dusty model spectra... [DONE] \n", "Grid points stored in the database:\n", " - Teff = [ 500. 600. 700. 800. 900. 1000. 1100. 1200. 1300. 1400. 1500. 1600.\n", " 1700. 1800. 1900. 2000. 2100. 2200. 2300. 2400. 2500. 2600. 2700. 2800.\n", " 2900. 3000. 3100. 3200. 3300. 3400. 3500. 3600. 3700. 3800. 3900. 4000.]\n", - " - log(g) = [3.5 4. 4.5 5. 5.5 6. ]\n", - "Number of grid points per parameter:\n", - " - teff: 36\n", - " - logg: 6\n", - "Fix missing grid points with a linear interpolation:\n", - " - teff = 900.0, logg = 6.0\n", - " - teff = 1200.0, logg = 5.5\n", - " - teff = 2100.0, logg = 3.5\n", - " - teff = 2100.0, logg = 4.5\n", - " - teff = 2200.0, logg = 3.5\n", - " - teff = 2400.0, logg = 5.0\n", - " - teff = 3100.0, logg = 3.5\n", - " - teff = 3200.0, logg = 3.5\n", - " - teff = 3300.0, logg = 3.5\n", - " - teff = 3400.0, logg = 3.5\n", - " - teff = 3500.0, logg = 3.5\n", - " - teff = 3600.0, logg = 3.5\n", - " - teff = 3700.0, logg = 3.5\n", - " - teff = 3800.0, logg = 3.5\n", - " - teff = 3900.0, logg = 3.5\n", - " - teff = 3900.0, logg = 6.0\n", - " - teff = 4000.0, logg = 3.5\n", - " - teff = 4000.0, logg = 4.0\n", - " - teff = 4000.0, logg = 4.5\n", - " - teff = 4000.0, logg = 5.5\n", - " - teff = 4000.0, logg = 6.0\n", - "Could not interpolate 15 grid points so storing zeros instead. [WARNING]\n", - "The grid points that are missing:\n", - " - teff = 3100.0, logg = 3.5\n", - " - teff = 3200.0, logg = 3.5\n", - " - teff = 3300.0, logg = 3.5\n", - " - teff = 3400.0, logg = 3.5\n", - " - teff = 3500.0, logg = 3.5\n", - " - teff = 3600.0, logg = 3.5\n", - " - teff = 3700.0, logg = 3.5\n", - " - teff = 3800.0, logg = 3.5\n", - " - teff = 3900.0, logg = 3.5\n", - " - teff = 3900.0, logg = 6.0\n", - " - teff = 4000.0, logg = 3.5\n", - " - teff = 4000.0, logg = 4.0\n", - " - teff = 4000.0, logg = 4.5\n", - " - teff = 4000.0, logg = 5.5\n", - " - teff = 4000.0, logg = 6.0\n", - "Number of stored grid points: 216\n", - "Number of interpolated grid points: 6\n", - "Number of missing grid points: 15\n" + " - log(g) = [3.5 4. 4.5 5. 5.5 6. ]\n" ] } ], @@ -361,14 +366,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "A number of spectra were missing of which 6 have been interpolated. For 15 spectra this was not possible because of incompleteness of the grid so these fluxes have been set to zero. Therefore, one needs to be careful when interpolating spectra in those parts of the parameter space." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The `list_content` method of the `Database` object (i.e. `database.list_content()` in this case) can be used to print an overview of all the data that is stored in the database." + "We are now ready with preparing the HDF5 database. The [list_content](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.list_content) method of the [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database) object can be used for printing an overview of all the data that are stored in the database." ] }, { @@ -382,19 +380,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Magnitudes from the isochrone data can be extracted with the `get_isochrone` function of `ReadIsochrone`. However, in this example, we consistently recompute the synthetic photometry by making use of both the evolutionary trakcs and the synthetic spectra." + "Magnitudes from the isochrone data can be extracted with the [get_isochrone](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_isochrone.ReadIsochrone.get_isochrone) function of [ReadIsochrone](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_isochrone.ReadIsochrone). However, in this example, we consistently recompute the synthetic photometry by making use of both the evolutionary tracks and the synthetic spectra." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The isochrones will be iterpolated for three different ages and the synthetic photometry is computed at 100 logarithmically spaced masses." + "The isochrones will be iterpolated for three different ages and the synthetic photometry is computed at 100 logarithmically-spaced masses." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -406,12 +404,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Objects of `ReadIsochones` are initiated for both the AMES-Cond and AMES-Dusty isochrones. We note though that the evolutionary data of these two models are actually the same. Only the magnitudes of the isochrones (which we do not use) are different." + "We create instances of [ReadIsochrone](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_isochrone.ReadIsochrone) for both the AMES-Cond and AMES-Dusty isochrones. We note though that the evolutionary data of these two models are actually the same. Only the magnitudes of the isochrones (which we do not use) are different." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -423,12 +421,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The colors and magnitudes are computed by chosing the corresponding model grids from the database. The output is stored in `ColorMagBox` objects for the three different ages." + "The colors and magnitudes are computed by chosing the corresponding model grids from the database. The output is stored in [ColorMagBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ColorMagBox) objects for the three different ages." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -480,13 +478,7 @@ "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 2.807202282142855, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 501.6881276697485, 'logg': 2.807202282142855, 'mass': 1.0722672220103233, 'distance': 10.0}.\n", " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 2.8207367618605548, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 501.66498143680707, 'logg': 2.8207367618605548, 'mass': 1.1497569953977358, 'distance': 10.0}.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ + " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 2.835249340828809, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 501.6401624899111, 'logg': 2.835249340828809, 'mass': 1.2328467394420661, 'distance': 10.0}.\n", " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 2.855554520370349, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 501.6536660458051, 'logg': 2.855554520370349, 'mass': 1.321941148466029, 'distance': 10.0}.\n", @@ -512,7 +504,13 @@ "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 3.3306644276556674, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 505.0681954083842, 'logg': 3.3306644276556674, 'mass': 2.6560877829466865, 'distance': 10.0}.\n", " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 3.4405899059639538, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 503.6765830991362, 'logg': 3.4405899059639538, 'mass': 2.848035868435802, 'distance': 10.0}.\n", - " warnings.warn(\n", + " warnings.warn(\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:303: UserWarning: The value of teff is 4120.946352836504, which is above the upper bound of the model grid (4000.0). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 4120.946352836504, 'logg': 4.660088284523991, 'mass': 705.4802310718645, 'distance': 10.0}.\n", " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:303: UserWarning: The value of teff is 4300.40424121095, which is above the upper bound of the model grid (4000.0). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 4300.40424121095, 'logg': 4.626879773988859, 'mass': 756.463327554629, 'distance': 10.0}.\n", @@ -534,13 +532,7 @@ "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:255: UserWarning: The value of Teff is NaN for the following isochrone sample: {'teff': nan, 'logg': nan, 'mass': 1.2328467394420661, 'distance': 10.0}. Setting the magnitudes to NaN.\n", " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:255: UserWarning: The value of Teff is NaN for the following isochrone sample: {'teff': nan, 'logg': nan, 'mass': 1.321941148466029, 'distance': 10.0}. Setting the magnitudes to NaN.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ + " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:255: UserWarning: The value of Teff is NaN for the following isochrone sample: {'teff': nan, 'logg': nan, 'mass': 1.4174741629268053, 'distance': 10.0}. Setting the magnitudes to NaN.\n", " warnings.warn(\n", "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:255: UserWarning: The value of Teff is NaN for the following isochrone sample: {'teff': nan, 'logg': nan, 'mass': 1.5199110829529336, 'distance': 10.0}. Setting the magnitudes to NaN.\n", @@ -590,6 +582,24 @@ "/Users/tomasstolker/applications/species/species/read/read_isochrone.py:278: UserWarning: The value of logg is 3.494298037040288, which is below the lower bound of the model grid (3.5). Setting the magnitudes to NaN for the following isochrone sample: {'teff': 507.80542762344595, 'logg': 3.494298037040288, 'mass': 7.054802310718643, 'distance': 10.0}.\n", " warnings.warn(\n" ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/read/read_model.py:933: UserWarning: The resampled spectrum contains 1214 NaNs, probably because the original wavelength range does not fully encompass the new wavelength range. The happened with the following parameters: {'teff': 1154.9014652118208, 'logg': 5.036381967246283, 'mass': 40.370172585965555, 'distance': 10.0, 'radius': 0.9809626811957063}.\n", + " warnings.warn(\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:933: UserWarning: The resampled spectrum contains 124 NaNs, probably because the original wavelength range does not fully encompass the new wavelength range. The happened with the following parameters: {'teff': 1154.9014652118208, 'logg': 5.036381967246283, 'mass': 40.370172585965555, 'distance': 10.0, 'radius': 0.9809626811957063, 'luminosity': 1.5574904810369624e-05}.\n", + " warnings.warn(\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:933: UserWarning: The resampled spectrum contains 1214 NaNs, probably because the original wavelength range does not fully encompass the new wavelength range. The happened with the following parameters: {'teff': 1219.735326458506, 'logg': 5.075694634787322, 'mass': 43.287612810830595, 'distance': 10.0, 'radius': 0.9708400125367991}.\n", + " warnings.warn(\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:933: UserWarning: The resampled spectrum contains 124 NaNs, probably because the original wavelength range does not fully encompass the new wavelength range. The happened with the following parameters: {'teff': 1219.735326458506, 'logg': 5.075694634787322, 'mass': 43.2876128108306, 'distance': 10.0, 'radius': 0.9708400125367991, 'luminosity': 1.8980097686447233e-05}.\n", + " warnings.warn(\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:933: UserWarning: The resampled spectrum contains 1214 NaNs, probably because the original wavelength range does not fully encompass the new wavelength range. The happened with the following parameters: {'teff': 1289.8876718089464, 'logg': 5.111517109008823, 'mass': 46.4158883361278, 'distance': 10.0, 'radius': 0.9646903744911395}.\n", + " warnings.warn(\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:933: UserWarning: The resampled spectrum contains 124 NaNs, probably because the original wavelength range does not fully encompass the new wavelength range. The happened with the following parameters: {'teff': 1289.8876718089464, 'logg': 5.111517109008823, 'mass': 46.41588833612781, 'distance': 10.0, 'radius': 0.9646903744911395, 'luminosity': 2.3438194746705454e-05}.\n", + " warnings.warn(\n" + ] } ], "source": [ @@ -617,7 +627,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Some warnings are printed when Teff or log(g) from the evolutionary tracks are outside the parameter boundaries of the grid with spectra. Also, some of the chosen masses are below the lowest masses that are available in the evolutionary tracks. Therefore these colors and magnitudes are set to NaN and will be ignored when plotting the isochrones later one." + "Some warnings are printed when $T_\\mathrm{eff}$ or $\\log(g)$ from the evolutionary tracks are outside the parameter boundaries of the grid with spectra. Also, some of the chosen masses are below the lowest masses that are available in the evolutionary tracks. Therefore these colors and magnitudes are set to NaN and will be ignored when plotting the isochrones later one." ] }, { @@ -631,12 +641,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In addition to the isochrones, we also calculate colors and magnitudes for blackbody radiation. We start by creating an instance of `ReadPlanck` for a wavelength range between 0.5 and 10 um." + "In addition to the isochrones, we also calculate colors and magnitudes for blackbody radiation. We start by creating an instance of [ReadPlanck](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_planck.ReadPlanck) for a wavelength range between 0.5 and 10 $\\mu$m." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -647,12 +657,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we use the `get_color_magnitude` methode to calculate the synthetic photometry for the same filters from before. Here we chose 100 logarithmically-spaced temperatures between 100 and 10000 K. The radius, which only impacts the absolute magnitude, is set to 1 Rjup." + "Next, we use the [get_color_magnitude](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_planck.ReadPlanck.get_color_magnitude) methode to calculate the synthetic photometry for the same filters from before. Here we chose 100 logarithmically-spaced temperatures between 100 and 10000 K. The radius, which only impacts the absolute magnitude, is set to 1 $R_\\mathrm{J}$." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -666,12 +676,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The returned `ColorMagBox` is added to the list of `boxes`." + "The returned [ColorMagBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ColorMagBox) is added to the list of `boxes`." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -689,12 +699,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will also create a list with names and filters of the directly imaged planets and brown dwarfs that we want to show. The `list_companions` method of `Database` can be used to get an overview of all available photometric data in the database. We create a list with object names and filters for the colors and magnitudes that we want to include in the color-magnitude diagram." + "We will also create a list with names and filters of the directly imaged planets and brown dwarfs that we want to show. The [list_companions](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.list_companions) method of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database) can be used to get an overview of all available photometric data in the database. We create a list with object names and filters for the colors and magnitudes that we want to include in the color-magnitude diagram." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -706,7 +716,7 @@ " ('GSC 06214 B', 'MKO/NSFCam.H', 'MKO/NSFCam.Lp', 'MKO/NSFCam.Lp'),\n", " ('ROXs 42 Bb', 'Keck/NIRC2.H', 'Keck/NIRC2.Lp', 'Keck/NIRC2.Lp'),\n", " ('51 Eri b', 'MKO/NSFCam.H', 'Keck/NIRC2.Lp', 'Keck/NIRC2.Lp'),\n", - " ('2M1207 B', 'Paranal/NACO.H', 'Paranal/NACO.Lp', 'Paranal/NACO.Lp'),\n", + " ('2M 1207 B', 'Paranal/NACO.H', 'Paranal/NACO.Lp', 'Paranal/NACO.Lp'),\n", " ('2M0103 ABb', 'Paranal/NACO.H', 'Paranal/NACO.Lp', 'Paranal/NACO.Lp'),\n", " ('1RXS 1609 B', 'Gemini/NIRI.H-G0203w', 'Gemini/NIRI.Lprime-G0207w', 'Gemini/NIRI.Lprime-G0207w'),\n", " ('beta Pic b', 'Paranal/NACO.H', 'Paranal/NACO.Lp', 'Paranal/NACO.Lp'),\n", @@ -726,12 +736,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The colors and magnitude of the Database of Ultracool Parallaxes are read from the database by creating an object of `ReadColorMagnitude`." + "The colors and magnitude of the Database of Ultracool Parallaxes are read from the database by creating an object of [ReadColorMagnitude](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_color.ReadColorMagnitude)." ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -744,12 +754,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "And then extracting the `ColorMagBox` objects for field and young/low-gravity objects separately." + "And then extracting the [ColorMagBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ColorMagBox) objects for field and young/low-gravity objects separately." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -761,12 +771,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Also these `ColorMagBox` objects are added to the list of `boxes`." + "Also these [ColorMagBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ColorMagBox) objects are added to the list of `boxes`." ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -785,20 +795,32 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The color-magnitude diagram is now plotted with the `plot_color_magnitude` function. The list with `boxes` is provided as argument of the `boxes` parameter. The list with `objects` is provided separately as argument of `objects`. See the [documentation](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_color_mag#species.plot.plot_color.plot_color_magnitude) of `plot_color_magnitude` for further details on the function parameters." + "The color-magnitude diagram is now plotted with the [plot_color_magnitude](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_color.plot_color_magnitude) function. The list with `boxes` is provided as argument of the `boxes` parameter. The list with `objects` is provided separately as argument of `objects`. See the [API documentation](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_color_mag#species.plot.plot_color.plot_color_magnitude) of `plot_color_magnitude` for further details on the various parameters." ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Plotting color-magnitude diagram: color_mag.png... [DONE]\n" + "Plotting color-magnitude diagram... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -813,38 +835,7 @@ " ylim=(15., 7.1),\n", " offset=(-0.08, -0.09),\n", " legend=(0.04, 0.04),\n", - " output='color_mag.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the plot!" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAV0AAAGdCAYAAACxYKADAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAAChe0lEQVR4nOyddXzV1fvA3+fmulmyMXowuqWGhIoSIiYGYgDqTwEDFYOJmF87ELEQlbBRFJBGupl014KNde/G+f1xt7Gx7uC8X6/72j7nc+L53G3Pzn3OE0JKiUKhUChqB01dC6BQKBRXE0rpKhQKRS2ilK5CoVDUIkrpKhQKRS2ilK5CoVDUIkrpKhQKRS2iq2sB6gohxEBgFtAcaC2lzClw7y3gXuBloAcQUmDo41LK/yozl5TySyHEUOBO4HjuvE9KKRNr4BGLIIToBbwNGHLX3ZbbrgFeB1KBYOCrvHsFxhpyx07MHTu3mPntge3AP1LKp2vwUUqklGccBHwAJOV2/UtK+b8rxpb6jEKIaUAAkA4YgedlHflcCiH+xfZeewK3AF/k3vICDgIugDu2n8UfV4xdiu33Tw88Abybe6u1lHJ0bh9vYC/whpTyk5p9muIp4xn7ADG517ullE9dMbbUZxRCvAnkAHZAjJTyvZp8lkJIKa/aFxAO7AAeLdDmDawDduX1qca5tEAc4Jl7/TjwYR088ztXtN0JzMn93gM4BmiLGRsMXCpl7neBb6+cv45+rlc+4yBgUDnGFvuMQFdgX4HrX4AxdfiME3K/dgDOFGh/Fvg793sdNsXjWsJYJ5sKKNKuAeYBS4H/q4fPOAG4v5xjizwjcDOwtEDbbqBbbT2XMi/YdqjPCSGMudePAnMK3HcWQrwghHhWCPF/QojSPh2UNZcHYCeljM+9PgUMqfojVJmbgK0AUsoEIAsIrcgEQoh7gc3A6WqXrvq4VwjxtBBilhAisIJjWwHnC1zX6c9OSvlNCbecuPyzNAOHgbDyjC3Q/izwFVArn8BKopRnXAeMFEI8I4SYLYRoX96xue2tgXMFmk8Bg6sqb3lRShcOYPslnSiE8AGs2HajefwAvCWlfAsIAp6v7FxSyjggUgiRp9B6YfsYWNd4YzMt5JGS21Yucn/p20kpf61uwaqRQ8CrUsp3gCXAqlyzSnnZCbQTQtgJIQQ2s1N9+NldSVV/loOBDCnl9uoWrBqJw2au+x/wMfCXEMKtAuM3Az2FEBohhB7oQi3+LK9am+4VvAKsxKZU38L2cQYAKeWeAv3WYtsFvCqE+BnbruI3KeXn5ZkrlxuBh4UQ0dj+IM5R98QCzgWuXYBYIcQkYAyQJqW8tZTxY4AsIcRzQH/AIISYKqX8oKYErihSytgC3x/M/SMNFELcQDmeUUp5RggxEXgJ2x/9ASC5ZqWuFCX9LG8GJue2jZVSppcwfhQQk/uz7Ai4CyHSS9l11jq5sh/M/f6iEOIi0FkI4U45nlFKuUUI8S62M5skbP9Qa+3vUCldQEp5SAixEciRUl6ybWRsCCH+J6V8JveyNXAyd0yxf6ClzZWLi5Ty+dy5JwLfVe/TVAwhREdgBdAP+E4I4YHtcOGglDIC+LyM8VOllK8VuLYDnOqTws19xlHAZ1LKhNxnNAAXc/9hlucZPwASpJQv5LZ9R2HTUX3hL2zKhNxdXDtgo5QyCfi9rMFSyql53wshQrCdR9QbhQsghLgP2Cul/C/3GZtis/luoBzPmPs7+p+U8qfc65XAbzUociGuWqUrhOgBDASchBDPSynvzm1vgs3bwE8IcTfglXvSmQG0BZ6s7FxSyh+ASUIIM3AW28nq2zX9rMXIaRBCvJjb3Bzbx61UIcRMbDv0+6SUlivG6oH/A+wLjAXojs0rACHE2ALz3yWlXFSTz1McpTzjMeBDIcQhoD22Z8y6YmxZz/hR7ol6NvCHlPJwjT5MGeR6i0wEXIUQD0gpv5ZSbhNCrBNCvI7Ne+GpXIVbHFNz53lSXnF6L4R4AOgEeAohTkopl9fYg5RCcc8IXABeFELsw2Zrf0lKebaEKabmzlPwGZ2Az4UQ67D9Db5R4JylxhG5p3cKhUKhqAXUQZpCoVDUIkrpKhQKRS3SKGy6Qggt4FPXcigUiquei1eeh1xJo1C62BRuZF0LoVAornoCgKjSOijzgkKhUNQijWWnm8+DA/4PJzvnsjtWAx+ueoMpw0oLUKt+DgsNLbsG1+qan731MI88+0XZHauJnYY4WjWvfWvR4gce5M6vv6q19cyue2nnVe5gsWrh1bCXeWnDrFpb73r7VTRzDKq19fIIDP2B8wfvrpW1YmIz6Xlt+YMxG53SdbJzxtmu9qIza3MtADuNBicXj1pdE6jVNQ1GE46etf+MQK2ua3JzxtXHtdbWy6M21/RxsMPfybHW1iuIv1/drFsWyrygUCgUtYhSugqFQlGLKKVbBQa0qQ9ZGWuevoNvr2sRaoWud95R1yLUOMMeu6GuRagVXp7era5FKBGldKtAWNuhdS1CrdBvSONXRgDd7rqzrkWoca5/fHhdi1ArzHyuR12LUCJK6SoUCkUtopSuQqFQ1CJK6SoUCkUtopSuQqFQ1CJK6SoUCkUt0ugi0tKyUsvu1IDJEhrSUhLqWowaJceQRHq8seyODRyzOZVk7OtajBrlon0Wdo4llWNrHMTEZlaof6OoHCGE8EdlGVMoFHVPgJRSZRlTKBSK+kJj2emqJOYKhaI+UGYS80ahdBUKhaKhoMwLCoVCUYsopatQKBS1iFK6CoVCUYs0Cj9dIYQe6JB7GQdY61AchUJxdaEBmuR+f0BKaSqtc6NQutgU7p66FkKhUFz1dAP2ltZBmRcUCoWiFmksO924vG92796Nr69vkQ4BAQFERlY+aC0gIIBzJw6iMTiyY1E4ve95rVzjpCmTpsGtuPnBz/h01qhKr11V2Ss7Xq1d+2tXdbxau3bXjomJoXv37nmXcaX1hUbip1swDDgyMhJ/f//i+lCVZxVCkBm5Czv/7pzb8TNBvW6t0Ngpj73MMy89TYBPxcvDV4fslR2v1q79tas6Xq1du2tHRUUREBCQd6nCgPOYOXNmlcY/PuUZjib7ARCb5cbhA4fKPfbFR8dwS8dYNu+pm/QQVXn2qr5vdbl2VajL567q+Kv1favrn1m5kVI2+BfgD8iCr5kzZ8rqxGKxyLSjf0kppTy9f4Ncu+ij8o9NPivjfxgsn39nbaXWtv2YFBVFvW+VQ71v5WfmzJnyCt3jL8vQV41upxsZGYmUkvDw8GqdVwjBoXPZAAS2v4amfu7lHqtxCUJrdCbtQkSl1q7LnUtDRr1vlUO9b+UnPDy8wnbgRqd0awohBGn6YAC0Oj2n4rRYreV3BzY2H0w7+wOkpudUeO3q/gdytaDet8qh3reaRSndCtDb/yJWcxYADjnnOH90X7nHGoIGM6zFOSKOxNaQdAqFoiGglG4FOJkRxPlztoPJZt2uQ2sqfwUH4dkeN7scjh74r6bEUygUDQCldCtA6+aeJKfaIvyCQrpy/EJWuccKoSHTpSvmqG01JZ5CoWgAKKVbAQx2DvhpTl2+vvA30mou93i31gMJ4BA5plJzHCsUikaMUroVQGNwZmeUR/61MaAnOcml+kEXwim4H738ojhwNKYmxFMoFA2ARqd0AwICEELU2Als14AMMrNsJoamvcZy9tzFco8V9k3I1LhzYr8yMSgUjYHw8PCC0WjlotEp3Zry081DZCdisdhcxewMelL2flOh8Sb3rpiidtSEaAqFopZRfrq1gC54KHsP2cwDbq72aB28kLL8/rreIQPwE8e48867CAsLo02bNoSFhTFu3LiaElmhUNQjlNKtIO6Wk7Tzv6xkjZ0eIjWh/L63TkF96OIdw8lTZ5g8eTJms5nJkydXKTuSQqFoOCilW0E0Hu24cOpY/nXCxQtc2Pp9uccLowtpwpesjLSaEE+hUNRzlNKtKFoDF7Ob5Nt1O3frhswo/2EagNavF9KUURPSKRSKeo5SuhVECA3XNr/sJubsbAehjyKt5fe99QkZSKCblY8+/pS4uDjmzp1b4RNQhULRMGkslSNqldMZgejPXKBFyyAAYvf9grMYSFD7XuUar/XtxuLHfVnM//jig8fZsGFDTYqrUCjqEY1up1vTfroAzYK8iUvKzr8O7hJG4qnt5R4/YNAwnvslg33rf6Xh1+1QKK5eKuOne9WU66lOrKYMUk5sxK3dDQBIaeXYiSjatm5arvFCCKY88Tjzv/kGo70z+/btxs/PryZFVigUNYQq11MLaPQObD9jn38thIaUTW+QkFTy4di4ceMICwsjLCwMgA8+/IjDR48xduwYQkNDmTZtGtHR0TUuu0KhqFvUTreCzJs3j3nz5pGTmYbOzhGNEABkp8Ri1jji6ORY7LijR4/SpEkTAE6fPl2oAN7evXsZPHgwer2eoKCgKss4ceJEJk6cWOV5FApF2VR0p6uUbiWJPrQJN59A7D2bASBzUjkVlUHLYJ9i+4eFhTF58mTAtuuVUhIdHc3sV1/lh0WLeWDC/UyfPr1I+fix//cbRoMWgGt7B/HwHV34Y81xDp+MJz3DxNgb2tI5xLvQmG37onjtsy10befDrKkD8tu37LnAgzOW89Jj/Rg3sn21vRcKxdVMRZWu8l6oJNKjIwfPRNPDM7dB50Dkqpfxv/dt7O30ZY5/7LHHWLx4EXYaE6MnzOW99+4utt/AnoFMGd8j/zo1LZuvf4ng9zljScvI4e6n/mTpZ2MLjenTxZ+BPQP5a/1J4pMy8XSzmUI27Y5Er9MohatQ1CFK6VYSP28HtAnRQAgAQqMlyFtHxJFYencpepoZEBDA3LlzAfD29mbDhg0cPHiIGwe0R5t8gj/WHOf6Ac0xGgr/SI6ejmfekn2kZ5j4d8VnRF5MJ0PTnLCwjwgICMDiNIbY+HS8PQubNQx6LbcPD2HBbweYNqEnR07F066lJwqFom5RSreSCI2e5EsX8ZZWhLCdRwYNfoInx08lPv5yLoaAgAAWLlzIwoULi50nSzpyfdBhnnxjLT3+9GXhe6PQaET+/Ufu6kbHtk2IjU/n8+/bcPNQf87GmBnVrzNz587Ft4uBxOSsIkoX4O5RoYyc9DOT7uzC3+tP8sT4HrzwnvIJVijqkkbnvVAbfrp5nNP2JC2lQA4Fq5kTR/5j8uTJ+a+yEtnEZxgYFHgWJ30Ouw7EEJtQ2AOiY1vb4ZtNqWrQCMgxXb6fnpmDu6tdsXO7Ohu5rn9z3p+/Ex8vR3Tayz/uiCOx3DVtKcmp2cWOVSgUZaPy6VLz+XQLMqiTI6ScyL8WzoEYtSZM5vKHBNvZGdkWHcANzU/S1NcJT7fLCvTkuUR+WXkUgOwcCxIdrZvqiEu2zW9Fh0ajKXaXm8cDYzvy1/qTjBnWplB7pxBvvD0dcXU2lltWhUJRmMrk01XmhSqQJt2IPbsJ58BuAAiNDgdXLwSijJGXaeLhgFfX27nLYwGtPCeg12nz7zk5GFiz9QwXL6UTeTGVFm6nmf/1UjJFM96a54G9c39mTelfZM69hy6y879o/lx7gpGDW7Flyb0ALF52CJPFyi8rjzL2+rZVfHqFQlEZlNKtAm4udmzNaU/rAnZdbw8X3nrrLTw93QHK9dGj7w1jSf7xSxZG7IDbO+e3+3g5Mif8+ssdnwwrl1xd2/vw/Tsji7TfOaI9d4647Lkgyv+/QaFQVBMNQukKIdoBcwA94AgsllK+VbdS2bi2XQ7WlEi0roEALPnha1Z8P5cbH3mtXOMnTpyI0Ggxtr2ZDkc2Exs/rlRzQXWwfOMpUtNz6NlRhR4rFLVNgwiOEELsAFZJKV8QQngCx4FxUsoVufdrPTgij+17ztDSOQqv1n3z29Iv7MIhoDuiAltJa1o0ib/ezhr3j7l9ZJcakFShUNQEjTX3QiiwFUBKGY9N6XatU4ly6dTOn3MproXadm7bw5H/DlRoHo2TH+l2LUk5vqY6xVMoFPWMhqJ0/wJGAgghWmBTwuXPpViDGI16WtodK9TWNexGLm2fV+G5HNrcRKB5G1Zr/f/0oVAoKkdDUboPAm2EECeB3cCTUsq1dSwTl6IS+PfnrXz7/SUunjqf3+7apCndRz5CfELFSvJ4tr+B7j4XOHr0bHWLqlAo6gkNRen+CmyVUrYEOgFPCiG6FdcxLzgi71VT/rpb/tjJh4/MY/X3Gzm34yzvPfoN6xZvzr+vcWtOxJJnqIjNXBicuWBtR+SuX2pCZIVCUU2Eh4fn65hGFxyR67kwFPgAQEp5HlgFPFNc/7zgiLxXTSjdhJhEln+1hryyD1qtFo05jbUL/yX6tK1IpZ2dPR6+gRyP2FWhuZ0630fzzL8wmXKqW2yFQlFNhIeH5+uYigZH1HulCxhyvxYIfsUEuNSBLAAc2nqMgnV2dEY7EtNtngoHNx/Nb+804gms9hXzpGjVbRBpVhcOrPupWmRVKBT1i4agdI9gcwe7C0AI4QyMAurcppuHRgicjLaS7AXNCULvQOb2tzh+JqFC86UG3onTue+xWkxld1YoFA2Keq90pZTZwM3AnUKIf4GNwG/Ah3UlU/tr2nBlpK/VnI2Ukg79Qgq1N+/QixN7N1Vo/t7X30ZStj0Rf8+tqqiNkv79++eXN5o3r+JeIgpFXVLvlS6AlHKXlHKglHKAlLKrlPIZKaW5ruTx8HVn+ANDCileafSkzaBQ/FoUrhzh2nEszdp1ITun/Elw9DotDtc8j0/cElIuVcxedDWwebPtwDI0NJRZs2ap2nKKBkWDiEgri7qKSLsUGc+BTUewWiXtOtihd3HAq1nRqgwnfn+es57jGTIgpJhZSmb1vOm461PoPkHteAsihLhc7mj2bBYtWsT48eOZPn26qqqsqHUaa0RavcQrwJNBd/Rj8F398e3QnZjTh4vtF9BtBCJydYXn7zpmOr7WA5w5tKeqojZ45s2bR48ePejR43LpIj8/Pz799FPWrFnD/Pnz6dy5c34fZXZQ1FsKulc11Bfgj82fIP81c+ZMWdss+2eftFisRdqtVos8duSUzMjMqfCcmxa9LbfNGVcd4jUabL+2UkZFRclHH31Uenh4yGnTpsno6Og6lkxxtTFz5kx5he7xl2XoK2VeqEZyTixDBt1QpM4ZwJE/XiXOYwQD+lcsZUR2VgYXf7iRuNYv0X3gkOoStUEjhGDq1KksWLCAHj168O233xapoqxQ1BZXvXmhLv+JRFqac+HUiWLvBXQZjjVyY4XnNNo5kBQwjpx9n5KWoQImAPr164cQgoMHD7Jy5UqlcBUNigaRT7ci7Nmzp8JhedVFcHBT1u+MpGUx95wCu+GX5WX7eFHB7OEdhk0gJvZn/vf6Z1w3ZiwuTkZaB7tjZ2x0P75ysWlTxVzwFIr6RKPb6bZv355duyoWeltt6J3o6Vn8TlcIDRl75nL46LkKT6vR6mnSfyoT2m5k3uI9PP/uenrftoDHZ63iwLG4qkqtUChqkUandDMzM5k0aRJ79tT+ib/QaNl2xqFEE0dAl+u5dODvSs2ta34Dvk2c+OoRwbJ5t7Hh+3H07OjHxJdWMHvOllKLYe4/Estz/1vPF0v28eTrazgXlQLAH2uO89a8bbz8wb/sPxJbZNy2fVGMnPQzL3/wb6H2LXsu0O6GL1j456FKPYtCcTXT6JSuh4cHP/30Ew888ADJycm1vn5oK09i4tKKvefVZiD+nW+oVL5cITQYejyDad8nSFMabi523DemA39/cRuHT8bz6Q8l/5OJS8hg4p1dePiOLgzr35w5C/eQmpbN179E8OzEPkyf2JuXP/y3yLg+XfwZ2DOQjbvOE5+Umd++aXckep2GcSOL+iQrFIrSaXRKF6BFixasWbMGo9FIYmJira5t7+CAU3YJJgaNltSIhezdta9Sc2u8OqD174dp7yf5bW4udvxv+iC+//0gF2JSix03tG8wLQLdALBaJfZGHfuOxNIyyFY808nBgMViJTY+vchYg17L7cNDWPCbrRLGkVPxtGvpWSn5FQpFI1S6efl0P/74Y3bt2sXo0aNJTy+qTGoKJ9/WbDucVeL9ln1vJfvEskrPr+86FWvkRiwxO/Lb/H2c6dctgGETFjPonoXsPXSx2LFSSv5af4KHb+9MYnIWjnb6/HuO9gYSk4uX++5Rofy26hgZmSb+Xn+S4WEtKi2/QtGYCA8Pb3z5dCtKXj7d8PBw+vfvz6RJk7j11luxWq21sr5OqyHEr2TXLhe/tvj1vheLpfy5GAoijC7oe72AadsspOmyGWPDzvOYTFYuxKQye86WYsd++O0uHhjbCX8fZ9xd7UjPupzFLD0zB3dXu2LHuTobua5/c96fvxMfL0d02su/NhFHYrlr2lKSU7Mr9TwKRUMmPDy8UebTrRJ33303b7/9Njk5OZVWdBUlJz0RaSp5d31u7ypO7Vxe6fm1Af3Q+PbCtOeD/DaDQZv/vV5X1CVt3pJ99OzoR4+OfmzYcY4uId6cPGczvaRl5KDRaEot/f7A2I78tf4kY4a1KdTeKcQbb09HXJ2NlX4eheJq4qpw9OzYsSMLFixg/fr1fPnll2g0Nfu/JtbYDYe4VPz8i1dirfvdQuKG2dBnRIXmHTdu3OX/qtKKn+YCPywagtbvGj58YSizPtnM+egURg5uXWjcP5tO89VPEbQMcuPTH/bg6mwkrFcQD4ztxOtzt5KRaWLWlP5F1tt76CI7/4vmz7UnGDm4FVuW3AvA4mWHMFms/LLyKGOvb1uhZ1AornaumjBgKSXPPfcc6enpfPLJJ0XuVyfmzGTSog/j1qJPiX3OnYsh0N8NoSv+I31xhIWFMXny5PzruZ+8y8qnvTHetARhcAZg1ebTfLRgN0s/G4tGU7EgjMoy9bXVfPDC0GqZq3///vTs2ZPp06fz559/MnHixGqZV6GoKa76MOCSEELw5ptvcvvtt5OTk1Oj4cJWnRPR50+V2ufff3cRveWLqi2kc0QTOIisZbeTs+ttzKeWMbhVAo4GC8s3nKza3OVg+cZT/Lj8CD07Vl86RZUrV9HYuWqULtgU78CBA/n888957rnnakzxGvRajpu6Iq0ll9sZOXoY8eePVlkGQ4/pGIfMQdh5YY3ejmnvR3x5zUfY7X0RU/KFKs1dFsMHtuD24SHcPSq0Wud9//33OXjwIKNHjyY0NDS/SoRC0Ri4aswLBbFarTz22GO4uLjw1ltv1YhMOXGHQWvE4FGye1V8fDJJScm0bBlUrjkL2XSxucctXLiwSD9rTjoLP3iFEU2349j5fnTt7kNotEX61RfmzZuXn/929+7dhf4R7d27l8GDB6PX6wkKuvw+TZw4UZkeFPWCipoX6jwXbnW8qEQ+XYvFIteuXSuzsrKk1Vo0B+6V3HXXXXLgwIH5r7vuuqvU/geOxcmofX+V2ic9JVlumDu5zLUrw56DMXLshE9lxsqHZNbqR6Q141KNrFPdoHLlKhoQKp8uFc+nO2fOHI4cOcIHH3xQqldDkUOsuXPZsGFDif2llKzffIhB/dqXmlXs0O/hBPSfhKtX9ZeZmfTSCvp08uGe1lsxn/oTQ//X0XpXLJ9vbVMwV669vT27du1SqRsV9Rp1kFZBHnnkEezs7Jg4cWK12niFEPT0jgRzZqn92o1+mYj/Sj90qyxPTujJ3CX/kd3mIQy9XyTn3+mYjyyq05zDZVEwV+7LL7+sFK6i0XFV+OmWhhCCt956ix07dpCZmYler0ev15c9sBxsPOfLULeTGLw7lrK+Bnl6KXEtvWgSVL0+r21beNKvewBf/xzBE/f1w3jdN+T8+wzW+EPoe89A6Oyrdb3qoGCuXGWzVTRGrvqdLtgUb+/evVm+fDm33HILGRkZRfoEBAQwd+7c/Fd54q17d2vOmYSyFVuzQZNJP13xqhLlYer4nnz3+0ESkjPRODfFeN3XIATZy+/FmlR8Yh6FQlFzXPU73YKMHTuW1NRUbrrpJlatWoVOd/ntKc5LoCwcHe3RWQ4CrUrt16xFC9aejMInKQp7t+qt7xbk78KNg1owd9E+Zky+BqGzx9B3FuaTf5C9eiL6rlPRtRxVrWsqFIqSUTvdK7j//vv5+uuvyc7OJiYmpkpz2Rl1bDnvjcwsu7qDi7M9x1fNrdJ6JfHY3d34deVRomIvJ8jRtRyFcdiXmA98iSlibr228yoUjQmldIuhefPmHDt2jOHDh3PkyJEqzRUa4k9SWtkZzrr37obWybtGlJ+3pyN3jmjHx9/tLtSucW2B8bpvsERuxrTtlVKDORoLef7ACkVd0eiUbl4+3fDw8CrN07VrV7777jvuuusu4uPjKz2PnbMX+vjtZfYTQqBvcysRG5ZWeq3SmHhHF9ZvP1ekLI+w98Q4bB4yO4mc9VNLzY7WGFBKV1GdqHy6FM6nW1U6dOjA5s2bsbOzY+XKlZWaw8vdgc1nPZA5xVd1KEjzZk3IOPYnVnP156Z1cTLy3KQ+vPj+RsyWwjtvobPHMPAdhGMA2aseLpc5RKFQqHy6NYKDgwMWi4X333+fd955p0If/zPTMjHnmAht7U1yasnVJPLQ67S4db0PS1rN5BkYNbgVHq52fJtbeqcgQqND3+t5tEFDyV45AWtyzfgOKxRXO0rplgMXFxf+/PNPjh07xvbtZZsKLhyPZt4zC3h93Ie8dtcHLJ+/l+wT68q1VrueYSz7eSnWjEtVFbsIQgheeWIAcxfuJfJi0Z23EAJ9hwfQdXqE7NWTsFys/YrKCkVjp0EoXSGEjxDiZyHEv0KI/4QQE2pbBr1ez7x58+jVqxdPPfVUiQUvU+JT+fblxZw/aosEtFqsnNt3mnffPIk1vWiZ8+JwCOzByVXvV5vsBQlu6sr9t3TklU82l7hr17W4CUPf2bYItqNLlGeDQlGNNAilCywC/pNSDgBuAj4UQpScIbwG0Wg0DBw4kGHDhnH8+PEi93eviiArvahNVqRns3Vj+YIRhg3ri0voWMxmc5XlLY6Hbu/M2chkVm0+U2IfrV9vjNd9hfnUMnLWT0FmVv/OW6G4Gqn3SlcI0RS4FvgaQEp5DlgFPFhXMo0ePZovv/ySiIiIInXX4qMSih2j0RnIObu3XPNrNIJjiV6c+u1ppKlodFxVMRq0vDp1ALM+3UxqeslFNDUuzTBe/zUa9xCy/h6H5ULNRM0pFFcT9V7pAnn+GAW3WheBLrUvymW6dOnC2LFjefbZZ3n//ffzP4L7Nvcu1O/P/35myd75/PLfAp745Cvuuv3mcs3fv0cgv53tjenQd9UtOgC9OvnTv1tTPpi/s9R+QqNH3+VRDAPewrTrf+Rsfx1ZRhIfhUJRMg1B6eaVPyjoDOcLuNeBLEV4/fXXOXbsGJMmTQKg29BOuHg559/PMKdx161389CDD/Hss1M5daZ8nglCCJ6adgcxnrdjid5aI7I/O7EPf60/ScSRsm3NWu+uGG9cCOZMsv++G2v84RqRSaFo7NR7pSuljARWA1OFjXbAEKBYH6y84Ii8V3X465aGwWDgs88+48knnyQuLo64hFgeevMeOg8Kxc7RiEarwcPPjYBWfmi0OvRkl/tgSqfV8MnCfWSd3Yz10n/VLru7qx3PTerDc+9sIMdUdnl6YXDG0O9VdJ0mkb3ucUwHvkZaa6esfVXo37+/KvmjqFbCw8PzdUxjDY64E3AANgMzgS+Bs8V1zAuOyHvVtNLNIyQkhKioKEaPHs3uiJ3c+uRIXlg0DZ9mTfAO9EKj1SCEIMNiR1r0oWLnkFJiyikcivvArZ1Ylz4Cac5EWkq2v1aW0UNa09TPmU+/L797mC74eozDv8cas42c1ZOw1pBfcXVRsNhlTEyMUr6KKhMeHp6vYyoaHNEgK0cIIb4CDkkp3829rnTliOrEYrZw/uwFJj06ia+//oqAgICidc38/Xnisan06d87v81qtbJu0WZ2LN9DRkomvsHeDL13IG172rKTnYlMJifbTHDMh+g6PozGObBa5Y6NT2fEpJ/5+vUb6dCmSbnHSasF8+HvMR/+Dn33J9E1v7Fa5aouhBBIKYmOjmb27NksWrSI8ePHM336dPz8qr9ih+LqoqKVIxqE0hVCfAdMk1JeEkK0B34Dekkpk3Pv16nStVqtrPnhX3Ys30tWWhbuvm4MuLU385d+yezZs3F3L2x+TjqyAqfmA9AZHQH4+4vVbP1zV6E+FouVVl2DiTkdi8UsOZou+PjLO3CKW4a+48PV/gy/rz7GvMX7+f2zWzDoK1bE0ppwhJzNL6Jxb4O+1/MIg3PZg0qgYJHK6qK8xS6rA1Uw8+qjsSrdN4BRQCKQBjwppTxU4H6dKt0V36xj829FI9X8+3kyb/EcvvjiC3r06JHffuJMPCQcoFW3MDLTs3h7/CeYcy775Eqr5Myh8+gNepq2se3EktOyadrCh6fmPoz1+EJ0wTci7D2r7RmklEx6eSXtWngybULPio83Z2La+xHWCxvR952F1qd7tclWVa7c6S5evDh/p6vKASmqSqOskSalfF5KGSql7C+lvKGgwq1rcrJy2LG8eHuoIcmBn3/+mczMTC5dupS/22oV7ElksgEpJUmxyYUULkBaUjrZGTnkZF224bo6GTny33lW/roLXfBwTLv+V62pGIUQzJ46gEV/HeLA8YonvBE6eww9n0Xf63lyNs/AtPdjpMVUb7J6TZs2jQ4dOrB06VIOHjzIe++9pxSuok5oEEq3PpOamI4pq3jlFx+dSMuWLRkwYABffPEFd9xxB8nJyQD0bCnISorC3ccNvbFwAY+sDFtEm8HeUKjdx8uRxUt2YTV4oO87C2vcf+XKXlZevD0deX7SNTz79vpyeTMUhzagP3Y3LsKafJLsleOZ99nH1SZfZSlY7NLX11cpW0Wdosr1VBFXL2fsne3ILCaLmG/w5UCJ559/niVLljBmzBhWr16Nzq8n+zYu54OvFnLkyFHSkmx5bB10Tgz0uw4hwMPXrdB8Oq2Gh8f3Jjounaa+zghHH0zbZ6Pv8zJC71gtz3Pz0NYs33iKT7/fUykzA4Cw82DCvFgiTx/i6NGjhPXuQECLDixctLhaZKwoBYtdKhR1TaPb6VZXEvPyotPr6D+md5F2jVbDgFsLp4e44447WLFiBefOneOjD99H4xTA2bPnefr5p3hi6uPcO+4+MsxptO/ThpDerXFwLlzU0sXLmd7Xd+aPNcfZvPsCGqcAdF3+D0zpVYoSK2jXr6qZIY/IyEgmP/EsTXwDePie0Vw4shVr4rFKz6dQ1EdUEnOqN4l5eRl46zWMfOR6vAI80Bl0NGvflPvCb6d5h6In4waDgYCAAOLj43nhhSexZKcihMDT34NWXZrj18KHye/dz5TPJtK6WwsQgIBWXZszYfZdGIx6Jt3ZhQPHbVHRGudApDkL0/bZSHPZOXsLcikqgR9m/0L4Lf9j1m3v8NtHf5ORmlllM0P//v05d+5cbiY2gcYzFGHnTvaaRzH9N++qKAukuDqoTBLzBuG9UBZ17b1QWVavXs1T06Ywbdo0jPY288DcuXPZsGFDfp/szGykBDsHY5Hx83/9j/FjOiCEwJp4HJmdiManJ0KIMtfOTMvk4//7itSEtELtAa18mfTueAAmvbyS9i09mXp/xcwMQggeffRRvv/+ewwGA6+88gpLlixh/fIfydn+GjLzEoZrwtG4t6nQvNVBjx492LVrV9kdFYpy0ii9FxorQ4cOpW27UF58+RVeeOEF5syZU+SjitHeWKzCBWjiYuDjj9dzKTIejXtrNF4dMW1/tVyRa3vXHCiicAEiT8Rwcv8ZhBC8OmUAC5dVzszw6aefcuTIEW677TamT59OfHw8MclWDIM+RNf2TtuuN2Ie0qJ2vYqrC7XTrQdcPLCKXzaeZMOGdSxZsqRcY7b8sZO1C/8lIT4dO4OWlp2acdszo3AiEkv0VvShped5//3j5exetb/Yezc+PJT/ovcwb948klKyiEvMpFWQO+XYQAPlDEawmpHp0WA1IRz9QWdX4nzVGXCgdrqK6qaiO13lvVAPyHTtwb3XZjJp0kJ27NjBqlWreO6559Bqi48MO7b7JMu/XAOAg52OA8cvIYGf/vcHD75xNxqPEMxHFqJtfRtCqy92jiaBJQdWNAn0ZOJIm6LLC5oIbeXFlPE9ShxTkDzzRsFghAkTJhQJRpBSYjm9DNOeD9G1uQ1d6AMlyqtQNBaUeaEeEBzozoZzAYiMKLp27YrJZOLaa6/l7Nlic/qwc/m+/O+FELQIdCM6Lp0zB88Tez73gK1JZ0zbZpWYBazrkI44uRd1M/Nv6UvLzsGF5g9/vD/fLz3ImQvJ5X6m8gQjCCHQtRiJ3Y0LscYfJHvlfVgTjpZ7DYWiIaKUbj1h6IDWHD6dgl6vJzw8nPfeew9HR0d2796N1Vq4ZHqeT28ejvZ6/Jo4EpeQQXruPY1nKPo+L2KNP1BsxQcHZ3sefH0cbXq0BAE6g46ugzsyftYdRQ7i/L2dmHRnF8I/3lSutJQVDUYQDt42W2/IOLLXPoYpYm6NVMwAVF4ERZ3T6JRubfvpVhdGe2eaaKOwZtkKXvbo0QMvLy9+/fVXrr/+es6cOZPfN7hD0SxjOq2G1CwL51IvK2ihNaLx6og19Rzm038XGeMV4Mm9L99G+K/P8PJPT3HL1JuK+AbnMf6WDsTGZ7B8Y9ml2Tdt2lThMNuCu16ZfIas34aTs+VlLDE7kNJa9gTlRCldRXVSGT9ddZBWj9j5XzTBcideHUcW2m1u2rSJH3/8kQ8//BCw7XTnPvUtKZdSkVKSlphOakIarbq3oMvoPvS7oTMuToU9HqSUmP/7HG2z69C4tqiUfLv+i2bKa2tY8dXtODsayh5A5Q+uZFYCljMrMJ9aBtnJaJvfhLbFCDQu1ZsVTKGoKo0yy1hZNBalC7Byw1GGdrVHW4xy2b59OzNnzmTu3Ll4uHiyZeku/vl2HYkxSbg2ccXZ3RGrVXLGYuTNz8dzattRYs7E4envTs8buuDiqsW071P0nR8BqFQKxmf/tw4XJyMvPNK3XP2rw1vAmngM86llWM4sR+MUiLbFCLTNhlUphaRCUV0opdvAlW5mlomsqH24Ne9RbJDDv//+y5QpU5gzZw5+LgF8+dwPRfqkpWSSlGmmqc9lpWTnaGT8rDtp2toPacrAtOd9hNEdXefJCFF+K1N8UibDH/qRb98aQbuWZaeWnDdvXrV9pJdWE9aorZhPLcMasx2tf1+0LUai8e2N0FQsB7BCUV0opdvAlS7Axh3n6NvkQImVGDIzM9FoNLzw4CtYorU4ORb2Qog8EYPBTk+KVUtwU1e0Gpvybta+KQ+9eU9+P5lxEWkxYTn+C7qQcQiH8lWNWLzsEL/8c4wlH4xGoymn8241I7OTsZxdifnUMmTGRXTBN9rMD24t60QexdWLikhrBPTq7M/qc62wnF1V7H17e3uMRiMtm7dg/7YIIrYeIPp0bH5KyPSkdLQ6LT5eDhw/k5A/7uyhC2RnZudfCwcfNM5N0ba5Fcu5VVjTIstV7+z2G9thtUp+Xll77l1X5uUVRld0bW7H7oYFGIfMBSHIXvsYWcvvxXx0CTI7qdZkUygqglK69RA7o47O7f05a2mPNfVCsX0uno3j4sEEPF2aIM2QFJfMyf2nSU/OQKvX4uzhhJODgTbBHsQlZGCxWNHqNGh1RT+Ga5wCbDtdrQHLscWYDn+PNGeV6B6m0QhmTRnAu1/tICG58tnNyqJgFd/SkqFrXJuj7/oEdjf/hb7zI1jj9pO1dDTZG5/GcmGDSrCjqFeoiLR6iouTEYPGEWmJR0prEbvr6u83YjFbCWjpS/TpWDIc9KQ4Gkk0mejQqxXm5Ez02BSkvZ2ew6fiuf3+Aej0Jf/IhX0T9N2mIaXEGrsHy/Ff0DYbijZwcJG+oa29GDm4Jf/7cgdvPBVW3Y8P2Kr49uzZk9DQUBwcHIiOji61kKTQaG12Xv++yJxULOdWYT70Ldat4WhcmiOcmyKcAhBOTRHOTdE4NQU7j3IlCFIoqotGZ9PNY+bMmQ3OV/dKtuy5QHvfLFwMmWi8Oha69+od75GTaUtsEyslF3JdWXNMOXg3d0d7MhFvjQZ7O1tYrVtgE25+ciR+/u442Jcv1FZKCdmJWGP3Yr0UgbbV2EIuW6npOdzwwBI+emkY3TtUfzWG6qriKzMvYU05h0y7gEy9gEy7gDXN9hVLTr4i1hRSyoEIR1+ERoUlK0omPDycV155pWCTOkhr6Cxdc5wRnTIRdu6FSq+/++AckuJSsAKHNRrygn2FRtCqWwtOnjhBduwFnn7gNlqGtqBZu6acPJfIx9/t5vUnw8qtePOQGbHIjItY0yJtQRcBAxAaHX+tO8GchXtZOncsOm35rFXlrfhblSq+5U2SI3NSkWmRNkWcq5BlWqRNOWfGIeyb5O6QbQpZk/e9c1OE3qnsh1U0epT3QiNTulJKjp66RBuvVNsuTGsLetjw4xb++mI12UJwpkDqR1cvF3xb2MoEpSZdYu/Gr1m7di0ODg6MGzeOU6fP2fLzGrUEBASwcOHCisljMWE5vw6hM9oyhQGPzkmid4/WPHhrp2p7bqj7Kr7SYkKmR+cqYtsu2VpAKaMz2nbIeUrYqWn+jhl7rwq54ikaLirLWCNDCIFEgxR6hDkLtEYuHI9m//qDJMQkkZSQSmbbAAyOdrh4OuPdzCt/bOdOIXz65hZMJhOjR48mOjqaadOmkWOycPxMAhtW/1JxebR6dMHXAbay69aYHYTf5cj7X/5IUot9uLQZhsap/B/9y2LatGksWLAAe3v7/FwOtYXQ6hEuQVBMoIqUErLic3fHuTvlmJ3ItN+wpkWCKQ3h6J+vjAuZLpwCENryRfQpGh9K6TYAWgS6snJrEte3PkiOY1sWhC8hMzULv+beePm7c05Cuk6DfwsfNAU+4vfv2QqNRoPRaOS1117juuuu4+TJk7Rs2ZJmAa4kF1NMsyIInT3apmH4NwXPDs58u/EU/+d/AUviUZsNuNkwNB7tKj1/wcQ5I0aMqFdVfIUQYO+F1t4LvLsUuS9NGbnK+LzNFS/5NDLyX5vZIuMiws7jspki33QRaLMlq0i7Ro1Sug0Ao0FHt1Bf9kQ7YN24jozEJERu0m+9UU9zINoqSU9Mx7mJM86Odgwb0I4ObS+bWTp06EDr1q0JCAggISGBrKws3F3seP+bnfzfvd3QF+NKVhEeu7sH1z1wisHDg+nYtgkaz/bIzDgsUVuwnF+HNvgGtD7dKzRnQ67iK/QOCPfW4N6aK99ZaTXbAlMK2JAt59ZgTjuPTDkHekc0zkEIlyCEczM0LkEIl2Y25ax2yA0epXQbCD6eDmg1gn83uwISmZOCMLgANmfrACm5pmMgvcf0xtXFvthDrYCAAObPn4/FYiEyMhKr1UqbpvC/L3cwY/I1VZLP2cnIkxN6MuvTzfz44WiEgzfCwWZb1nh3RaaexxL5L9aEI+hajkI4+FRo/oqEEvfv35+ePXtW2MuhthAaHcIpAJwCgMKVpKWUkBmHNeUsMvUcMuUs5ri9yJRzyPRohEMThHMQwjnIpoydcxWyg68KhW4gKKXbQBBCoNUKfFv5gdYONHpkZjzC/nL+gxYdAvF0dyQjM4d1u05y/HQsDnYGenRuRoe2/kUOzXbu3Enz5s2xZu9gzeZjDO7buko+q2Ovb8sPfx7kj7UnGD2k9WXZdfYI9zbg3gbh1NRWij3xGFhNaJp0Rdi5lzl3RZRuQf/enj17Mn/+/HqpfItDCAEO3mgdvMG3cEFQaTUh06KRqWeRKeewJp9Cnl9vU87ZSTZbsXMQGpdm+cpY4xykfJHrGY3OeyGPxuCnWxz/HY1l1ad/kXjmYv5hjrD3oln7pjz4xt1kZZv49NsNxManFho3bEA7hg0o3r767bffEj7rTa4dfi9fffx8lf5Adx+I4YnZq/nnmztwLMUtTVpysEZtAjSgd8ByZgXCtQW65jci02MQrs0RuuJz+5ZFdfn3NiSkOROZeh6ZchZr7g7Z9vUcSPNlM4VzM4RLEBrnZgiXQOX2VkWUny6Nz2WsOP7deZaEiFNciDgN0kq7dho6jBzFxp+2sedYFDEaDW5NXNAZLn+Q0Wo0vPD4cJwci68snJCQwMxXP+Ct11/k/LnTtG3bttLyPfn6GgL9XJg2oWKl26UlB3JSsJxfj8yMQ9f6VkwRnyEMLug6P4Y1ZhvC0Z8vFv/DF19+VeI8teHf25CQ2UnI1PM2k0XKOWRqAYWs7MdVRvnpXgVKF2DvoYu0DHLDxcnI+oWr+frFH8nMsJIa6IXZyQ57Z3uatW+Kg8vl3eL4W68htE3pO73Pf9jCJ29PY2D/HsyaNQtPz7LTN15JdFwaIyf+zG9zbiHQz6XC469E5qSCzgFr5EZkejTaZsMwH/0RmZWArtUYrClnwJSBxqc7wt4LjZ1bnfr3NhSktF62H6ecy98hy9Q8+7H3ZTOFSzOES7Dt2sFHmSsKoJTuVaJ0E5IzkVbIvJTEa3e+z6ULcQCk+XuR4+qIEODaxMVWZDL37+PR+8IIblq2Ev1s4R7sTIfIyUpn3Lhx2NnZoddXLILt0+/3cOjkJT6deV1FH63C2KLKokDvgEyPRufXmylPPM5333+PvR62Lgmnae97scYfsPnO5lbOUIqjZGz248hcZXzWpoxTzmJNOQvmjMu241z7scYl2LZbrgVzhSUuAtOO19F3fAht0FAAzKeXIxOPIc3p6FqMQuPVofCYi7sw7X4XjVdHDL1mXG6P2UHOusfRd38GXZtbKyVPgw2OEEL0BBYBs6WU8wu0dwE+A6xAAnC/lDK+LmSsT3i42rNtXxQXtx4gLTENhBasJoxJaeS4OiClIDMti+zMHIwOBnybuJRL4QI8Mq4bm3d7k5VjZv369cyaNYs33niDoUOHllu+B2/rxPUPLGHrvkiu6VKxGlIVRRicER655hDnQPr164dGq+PgwUMsXbqUpv3uA6sZrGasF3ehdfTDtOc9APSdH8V86FtkThq6tndgTT4D5jQ0TbqAzt6Wm8He86qzfQqNHuESDC7BRV3eclKRqedyd8hnsF7YiDn1O5u5wuCUay9uVniH7OiH0FSPupHp0Wg8Lpu/ZE4q5iM/YDf8e6QpnezVE7EbXji5v9anB1a/vljO/oPMSsw/vLVGbwONvtIKtzLUC6UrhBgD3AYkX9FuAJZiU7TrhBCvAHNz+1719Oniz2vfrEHmbWU1evTpGTjEJJLp7QrYdnP+Pm7cM6YX5yITuJSQhk8TFwJ83Uqdu2+3AF77bAtjhl3DL7/8wjPPPIOvry8hISHodGX/2tgZdTw36Rpmf7qlQnkZqoOC/r2TJk3K/14beG3+94beL+Z/n5dZDSRaoxsyIxa0dsiMWKxx+23uWPZeWM78jXDwRhs8HPOhb0Frh77rE1hO/YkwuqPx64PMTrQpaINzow0DFgZnhGcoGs/QQu1SWm3+xyl5B3lnMEdvtV1nXkI4+ecq4uACZotgMLoV+tQhzZmYj/+CEBq0rW7J90nPQxd8PTnRW/KvrfEH0Lg0t8mmdwSrJT9vRiG0BrStbsZ8dBH6zo9iTTxu86qpZeqF0gV2Sil/E0Ksv6J9OGCRUq7Lvf4SOCOEaCKljKtVCespt4zrw+yVuyEjCxCg0WOXkIIxKY3213dh0mPX4+HmwJc/bCJi/xlyss3YORjo0aMl42+/BkMJqR6FEMyY3JdLiRmcOp/DkiVLALjvvvvw8fHhhRdewM3NrVTZbhjQnO+XHmTxssPcMzq01L51je2P3uauledfjJM/2iad8/tofbrlf2/o/SLSnAVCg8ajHTIrAZBYo7bk2p2vwxK7B2vyKbQBA5GWLKyx+9B4d0HjHoJMOmZT5u5twJQORtcGr6SF0CAc/cDRD/yu8D82Z9m8K1LPYk05hzV2D9YTvyFTzwIi371NuARjOb8WmXAYAGvcfgwD3ip1XZmVBPrLZxdC74DMSiqqdAFd69vI/vsudKETsJxdha7TREzbZ1f52StCvVC6UsriM3VDT+BIgX7nhRAZQDdgZW3IVt8J6dWK68f1Y+W3G8hJzw3r1egIbO3DpEda4WeM5eslUaxbvheL2ZI/7p/oJNyd7bl1VI8S59ZoBF7uDny+eB+ZWSau7dOMb775hu+++47bbruNlStXIoQo0TYqhOClx/py3/RlDA9rgadb5VzA6it5OzDh2T6/Tdfm8ocwjUdIof6yaRiYs8FqQuocbL612Um2Shc5qeh7PIVp1/8A0HechPnELyA0aJvdABabgheOfrbdXAND6OyKjdCzpQ9Nwppy5vIhXtLx/PuW82vJXj0R4RRoy4HsHIhwCkRazZfntnMD0+Vk+tKUYWsrTg6jC5qgwZj2f2abq4DJwxp/ENPu9zGEvYcwVv0AuCTqhdItBR+uMDkASYB37YtSPxFCcO9Lt+LRNojI3cdIT0ontG9bBo/rj96gJ+fSUdb+sweLKcdm980lJyuHlcv3lqp0waZ4X3y0L5EX0zh2OoE2zT24//77GT9+PKmpqVx//fW8+OKL3HjjjcUq35AWnowe0pq35m3j7enXFrPC1YPQGiE3S5zW/nI1ZX3Xx/O/L2j20IU+gMyKR+idsCYeRSYeQ7i1huwkLNHb0Hi2R7i2wHphA8KtJdqmg7Amn0LYe9tyATeAg0IhBNi5o7VzB++ugG1XbDlm+2SlbTkabbPrcnfJ5zHHH7R9n3yKnMhNaA4vBEcfrLF7MJ9ejrD3AmSxu9w8dCHjyF55P/pRvxdq13iG2iL+alDhQv1XugDFuVeU+NtU4BQRaLxBEgURQjDijt785ePFTYMKF2bMEP6kp5tBaJGW7PzUkACJl1LKPX+AjxOf/rCHiKOx3HpDCEIIXFxc+Omnn3jhhRfYsWPHlU7i+UwZ34MbHvyR7fuj6N258XuWVAd5VZSFo83FT+vTA3wu/4PUNhsG2HaKGrdWyJwUW6rNlLNYL+5GF3IXObvfBUDf6RHMRxeB1og2+AYwZYBGa/Pk0DvU/sOVgaHndCyBgwCBNi8qz7dX/n3zqWWYjyxEOPqi8bvG9jttzsb83xfInGQwZ5P50yCEU2BuEqGmSAnWqM0IOw+0rW/F/hbbB2Xz8V/BasZ88g90LUeVW8ZigiLKTb1yGcu16c7P814QQrwGdJVS3ligTypwm5RyRYG2q85lrCR+W3WMMcMuHw5kpmfx4N0fkZ7XYM0BjR4kNHEw8uWiqRWaf922s/Ts5IeTQ2HHeZPJxMqVK/n999+ZNWtWkZ/Bio2neH/+Tv78/FYMepUjoCx69OjBrl27qm0+aTEhsy4hDM5Y4w8hk04g3EOQmbFYY3ai8eqIcG6KNWoLwr2treRRWhTC0QdhdKs2OWoDKSXkJNsCQlLPX04slHuNJSu/OojNXJGb7c05ENPejzD2f6NC6zVYl7ES2AncmXchhAgEHIDddSZRPWfMsDb8tf5k/o7X3tGOa9oFsO5wpK26hMYASLTSzJBOZec8uJJr+zTjt3+OkZyWzf23XC4hpNfruemmm7BYLIwcOZKPPvqIfv365d+/fkBzfl5xlK9/jmDyXV2r+JSNk4KJeqobodVf3jX79iq0cyT4BiB31+zaEmlKA0s21rh9yPMJ6Nrdg2nPBwDouz6B+cRvCKMr2oABSKsZYXCpVztmIYTNI8LoVqTMFYA0pdkUca4StsYfwHpkETIzDsyZZP051qaQXYIR7m3QeITYwqerKaFQfd/pGoFjwH1Syg1CiJlABynlbVeMUzvdAmTnmDl+NpEOrW12rcTYZD6fsZCTcSlkA3ZAp1a+PDRjCAaZCEa3QqWAysOC3w8wanAr3FzsitwzmUxIKZk9eza+vr48/PDD6PV6zkWlcMtjv1ZbpFpjQwjB1KlT+fbbb3FwcGDnzp31MldEXukm4RyIJWoL1oTDNgWccRFr3H403t3QuDTHmnwKjWtzhFsrgAYRVizNmci0KJtCTj6FTDxqs6dnXkK4tkTj0RaNewga9zYIt1YInV3DjEgTQnQH3gW6ADHAISnlLbn3ugJzAAuQSDHBEUrpFuXYmQSa+jjn10KzmC0c2XGChOhE/Fr60LJzcH5iGKQFy9l/0AZeW6EkMxt2nAMgrFfx+QxSU1N59913+euvv1i/fj2Ojo7MWbiHvQcvMm/2DQ3ioKc2aSyJevI9EpJPg7Qg7L0wH/vR5kceOgHTvk9AZ0Tf5XGs0dtsh36uLQqdN9Q3pCkNa+JxZMIRrHmKOOUswqkpMRZ/mt/8YV7XhqF0q4pSusWz8t9TXD+gRbn7Wy5sQNOkC9KUhsap7Cgyq1Uy86N/mTC2Ey0C3Ursl5KSgpOTE/feey+TJj/Ca99E8tQDvbiuf/Nyy9ZYKK0oZ2US9TTUBD3SnAlaI9bobci0SLRNB2I+8Tsy4yLaFqNsASq5kYHCwRe0hmqLaKsupCUHmXySC4e30qz/g3nNSule7Vx5sFYWMicVmZOKNXYv2qDBYDWXWj7GZLYQE5eOyWwtVfECHD58mOeffx6NwZVY7TBWfl16+serjbouxFmfkNm2gzD0jsiMGCzn1qJxa43wCMFy+m80Hm3QNrsBmRlryyOsqbvfowZpXqgqSumWzrJ1JxhxbasKj5MZccicFKyJR9EGDQFpLdb8kJ5p4tn/rSf88X54uZd9oJKQkMDTry/jv60/8eviOQQGVsye3BgYN24ckZGXU0AHBASwaNEipk6dml+Ic9euXVedsi0PNk+MeIRGj/nUMmTGRfRdHsO0+z2E0RVd6ITcsOPaKQB61SvdPK4G/9zyYjJb+O9YHN3aV+4P2FZCJhaZlWQLa202FKTtRDyPmEvppKRm06qZOxpN2bbamLg0Box6Ccfsf3nmqWncfffdlZKtoRIWFsbkyZPzr+fOnYvFYqFXr15Mnz6dESNGVKvL2NWCzEoEgzOWE79iTTqFLuROLGdX5Ub2XWcLntDaVdt5QmWSmNcvI0k1oHa6RdHrtHi42pOalo2zU8UPK2wlZHxseVTdWiIzL0FWPJa0SLSBgwGBr5cjqek5fPTdLqaOLzt5uW8TJ6Y+di8Hjl3HiBF9+eGHHzhz5gxTp07F0bHhhblWBw25EGd9IS97mK7N7ZfbOjyETI9CaO2wnF2FNW4f2oCBoLNDZsbbIvtcmlUq90V4eDgTJ04sEpRVGg07w4ai3AQHuLI9IpqqfrIRGh0aR180nqFomw5CZsZhjT+I5fxaWgW5YqfXcuB48bmIpJScuRDP0ZMXyc4x8+BtnTh0MoHDp9O59dZbcXZ25pprruHQoUNVkrEx0BAPx+orQgg0TgEIe090LUdh6PMy2sBBaDzaIRz9kNnJWGP3krNtFqYDX2NNOYvpvy9tpguLCWvCYWRmnC3pe3XI09jMC2qnWzq/rz7GzUOrP51d7MWLbNx6mMjIi+gx0e2aAfTp1iz/fnRsMt//uoO4BFvtNqNBx8ihnYhLsjB30V5+n3MLWq2G1NRU7OzsePHFF2nfvj333HMPWm3ji2ArzqZ7ZeFQRd0grSZkRhxkJ9mynp1ehsy8hK7dvZgi5oI5C127u7FGbUVaTVzUtCGwfX4g0NVn01VKt2z+XHuC4WEtqi3HbXRsMp8t2EhWjgkAc04Op85e4sUHQuja2gXp1Z3/zV1FYkpGoXECwWPjw3j2nX8ZPaQ1d464nK0rISGBt99+m/Xr17NhwwaMxvrrw6m4OpHmLGRGLNFxKTRtlR/5VqbSVeaFq5CRg1uxced5UtKyq2W+VRsP5ytcAJ3BgL9/E/7cmYVwbsbxI0dIiItGpseClMjs3OQs0srOiLO88GhfPvh2F6kF5PHw8ODNN9/k7+UrQWi4+eabWb58eZXNIwpFdSF0drZCnvYeFRqnlO5VyrW9gzgXlcKZC1dmzqw4p88XrZ7k5Kjn7IVE1u5PJxNnhNEV4WjLyCl0dkhTOkgraRciaO9+kdF9nfhh4d/5SvVcVAKffbeRNz9bw6wP/mb4LY+x5MefefDBB4uspVA0JJTSvUoRQhDS0hN7Ox0HjlWtCIejQ/G+kH7ezvy+6jgBPu5o8lx0hLBFFxldQaOlTfcBCI8QHrp3KFu2H+PC8UPEn9rFvHk/cfpsLOSkYcrJ5uT5VPoOm8CcOXM4ceIEw4cPZ/v27VWSW6GoCxqd0g0ICEAIoXx0y4FOq8HT3R4/b6cSPQ7KQ59uxYcad+sYxNvTB5NlshLWp+jhXVNfd7p3DEJodDTxcqHfsOuZteAc28/YkWNoYsuarDXYSrBj5fihA1w8sZuWAW689sLjvPH6a3z04fvK5KCoM8LDwyvkLgbqIE0BWCxWomLTkBKC/Cue/UtKyd9rD7B51ynMFgsCQYcQf24f0R2jQceC3w7g5+2En5eB3f+dIzvHTNsWPvTp1hyj4bKreHaOhVGTf6Z7iBNmc/H25rtGdqVLaKCthpbRDXN2Or8sms+Pqw/w8v/dSqeQIDR+12CNi0Dj2hy0doC07awV5SIvgbqifFz1EWlK6VYOKSV7D12kVTN3XCoRQAGQkZlDTFwK7q4OuLteDge2WiVf/LifSXd2KXOO/UdimfTC7/Tp6I7BUNRVbNpDQ/DzLqpAt23bRnh4ODNmzOCaa65BZ05CWswIvT3WS/8hXFvaKtWmRaFtNgzL+fVonPwQzkHI9BiEc2Cu6aP6opUaKtWdQL2xU1Gl2+jMC4rKIYSgW6gvO/+rfACFg72BFkFehRQu2OqsTbqzC98vPVjm3J1DvBk1LJTjZ5OKFGpq38qvWIUL0KdPH1asWMGAAQOYOXMm9zw0leORKQijG9qAAWic/NF6d0XX4iaE1oAu+DqESzDoHUBokFkJyMxLWM4sR2YlYoncjOXsKqQlG8uFjVhTLyCzk2y5ZKVVmTQUlUYpXUUhhlwTzNI1x8vuWAkc7fX8vrrsuZ96oA9W4YTQGNBqNDjaGxnYuzV3j+lVqN+eQzGMmPgTyzeeym/7c+0JXINHYRcwkof/72WSkpJITU3Nv79tXxQjJ/3Myx/8izA4IzR6NO6t2XYcQm9bwY8HghF27mgD+qFtNgyhNaLx7mpLnCK0tqq16dFYL0VgPvUX0pyJ5dxqLDE7kdkpWOIikNkptmxtlpzqe/MUjYZGl3tBUXVuHtqmRiLXbh7WmoMnLmG2WEsNzDAatLw7Yxjjn/2LP+aOxa+JU5E+KdlZ/LHnKMJVsvHsGTqleOGiMfL1LxH8PmcsaRnduPspPW5ubowZMwZnZ2defPFF+nRpw8Cegfy1/iTxSZn5ZeE37Y5Er9MwbmT7ImsJgzPkprfU5pW5cQqAJp1tbUFDkeYs0OgRdu62cjdCYI3eita7O9akY8jsFLRBg7GcXYXGtQXC3hOZEWvbbVtybB4dDbC0uqLiqJ2uolhGD2mdXxmiuhBC0CrInef+tx6rtfSP5+1beTF+TAemvraGX1ce5WzUZX/iSxkZzNqwngsuiSRkZXIwNpZXN67j963HaBlkS3ji5GDAYrESG5/Or7/+yvjx43nnnXeQUpKZkcbtw0NY8NsBAI6ciqddS8+qPZvODqHRonEOROPkj8bRD12z6xD2nmj9rkEXfD1Co0cbPNxmPza4gs4BzFm2/MUxOy7vmiM3I7MSMZ/6C2vicaxJJ7FEb0eaM7GmnLWl3LRabIpe0eBQSldRLEIIOrRpQsyl9LI7VwA7o47rBzQvZBIoiWF9g9l78CLT/7eeUZN/4fSFJAD+PHqEpKzCCsdslaw8fAJHu8vpJh3tDSQmZyGEYMiQIcybN4+0tDR+//13/v37I378+yAZmSb+Xn+S4WHlr7BRFYQQCL0jQmuw1Q+z90TjEpRfKkkbNBRtQD+EnbvN/uzWEuESjMYtVz6hxZp2AbBijdqEJXYf1tQLNgWdFokldi+Wc6uRVjOW2L02W7Q5E5l5yaaoqylpi6LyNDqlq/x0qw9PN3tOn08qc1daUYb1a073Dr6Fdq/FsfvgRay5B1bpGSa2748G4FBcbLH9M0QOCWmZ+dfpmTm4uxYunOns7Mz48ffx8IP30dQjkzc/3wSWtELmjogjsdw1bSnJqdUTJl0VhNAgNFqEfROEzh6Nc1O03l1tu+agoWi9u6BxboquxU1onALQendF498PsGXWQlpASqxJJ5CpZ5FJJ2y26OwkLJGbsJxba9thn1+PNeWcLW2nJcemoK2Wun78ek9l/HQbnU1XuYxVL9d0DWDpmuOMHtK6Wud1tNcze84WZj85AHs7HUZd0V/FbqE+GPRackwWhIDQVl4A2Ov1JGYV/Wjt6qvn3MEUANIyctBoNHh7FmcnFQwePJiQ0J7c/OjPOCQuZPf6r7BaBwHQKcQbb09HXJ0bZpKd/OoeDt7kOb9p/frk39e422z12oD+l9t8e4DFBFo9SIstlWF6jK1+WbOhWC9stFVicA5EZifbyrkLzVXvXleZfLqNTukqqp/RQ1pXuNZaWZg0Frz76Hn0rz9xtNfTrkkT7urQCT/ny/XYQlp48vPHN7N9fxQbd55n8V+H6Ng2jH6BQfx06CAxhzNJv2RGWiRGJw2DujYj8DYPXp+7lYxME7Om9C+y7t5DF9n5XzR/rj3ByMGt2PHLBGACr7z3O7tXxvLevH8Y0tunVNlzLBaOXIpDIAjx8kLfCFJPCr0T5FlmdPZoHH3B0Re8uwCgCRoK2YmgtUNmngRzBggtloQjaH17YU05DRo9Gq9OtrplDr5XvUIuCRUcoSgXUko27DjPoN7FV6WtCGarlZnr1nIxPY3U9BySU7No6uuCq9HIq4OH4qAvWmQwNT2HMY/+yuP3dWfk4FZ8u28vW86fy3flbenuzmO9+uBSxRSQ+/btY8aMGVy09uTnz+6nefPCFYv3REcxf99eMky2rGrOBgMPdutOB+/SFXV9p3///vTs2ZPp06czcuTICgdHSGlFpl9EOHhjvRQBVhMal+ZYLu5E497Wtns2Z6LxaA+mVIRdxTJz1WcqGhyhdrqKciGEoHOIN1EXU/H3Kbk6cHnYHxPDxfQ0AJwdDVy8lE56hs2ndev58wxpUfRQy9nRwMcvD+O+6cvo0NqLCV27cVObNpxNSsbLwYHm7u5VkimP6BQX7n/8PY4fP4mjoyMLFiygdevWXHPNNSRkZjJv907MBWzcqTk5zNm5g7eHXY+ToeaLINYUmzdvpmfPnoSGhuLg4EB0dDR+fn7lHi+EBuFk66/17prfrmt+oy2QRFohPQosWcj0GCwXd6FtGobl3BqEoz8aJz+bC51bK5AW2867kdLoDtIUNYe7qx3nY1KrfLCWp3DzaBnkZqsakZ5D7BX3CtKupSdPTejJ47NWk5llwtvRiZ4BAdWmcAGGD2zB7cNDeOGJm/D29qZz58689957XHfddaw9eqSQws0jx2JhR+SFapOhrnj//fc5ePAgo0ePJjQ0lGnTphEdHV3leYUQ+e50wuCMxrO9zZ1Oa0TX/EY0Xh3AzgsMzrbS6xmxtsM+UxqW8+uxRG1BmjKwxh+2eWI08KATZV5QVJiqHqxFXIzho+3bCrVZrVaOnkrgoZ49mDCgS4ljpZQ89cZaDAYtbz49qNIyVJRjx46x35TDe0t/x9vHhyZeXrZcDbncHNKOEW3a1rgc8+bNY968edU+7+7duwuFNu/du5fBgwej1+sJCqq6SakgEydOrFBCHWnOsmWbSzkDVgvonbDG7kHj3QWZEQuWLDQ+vZDp0QhHP4Smdm3sKuGNUro1jpSSpWuOVzpiTUrJa/9u4ExSUqF2L3sHHmjTA4NOS3BAyVnB0jNNjJ78C08+0JMbw1oWuW+RFo6lnuBi1kVc9C60cwnBXmtXzEwV41BcLK+u+ofjJ06QnZ1N71698hXvjAFhtKjGHXdtI4RASkl0dDSzZ89m8eLFjB8/nunTp+Pr61vX4pWKzIy37ZKTTyIzE9B4dcQS+a8ty5zeEXJSEO5twZJtiy6sZq56pZvHzJkzla9uDWKxWNnxXzTXdKmYj2Ie6Tk5/HbkMDsjL2CRkq6+ftzSrj2uRjtmfbqZ6/s355quJc8dcSSWh19cwe+f3VIoTDjTksVP538lLvtSfpu91o6xTW/Gx867UrLmIaXks1072RMdhdlsRgjB9u3bGdyqNR/cPwFdMW5v9YHyFMEUQjB16lQWLFiAvb09u3btqvfKtizybMky7QJC72SrXJ18Cm3QUCzn1yMcvNG4tkBmxSOcm4LQVrgMe3h4OK+88krBpppTukIInZTSXKnB1Yza6dYNMZfSsTNocXOp+i6yIBaLleUbT3FjWEs0mpLdjub8sIet+yL59q0R+f3Wx25kd+K+In197Xy4u9kdVZbNKiXbLpxnT3QUAkELOzvWfv8DqSkpfPbZZ5hMJgz17EAtLCyMyZMn51/PnTuXDRs2FOrTv39/evXqxfTp0xkxYsRVkdpRmtJsLnCJx0BrAATWgi5wWiMar46QGY9waFLiPLXpvfCWECIJWCKlPFaFeRQNFE83O7bujWJgz8BqnVer1TDi2la8/cU2Rlzbiva5QRFXMunOLmzceZ6vf47godttyWeOpxUfXhyTdZFUUyrO+qp9vNQIQd/AIPoGXrZzDn+7M1JKTp48ydixY3nggQd4+OGHcXBwKGWm+sWmTZvqWoRaJ89DQnheTnKkcbOZqzT2nsj0aFs0X+pZSD6Fxq0FlugdaLxCIXcXLVybVzi0utLeC1LKp6SUrwL5u10hxGAhxH2VnVPRsNDrtPTu7MffG07WyPxTxvfg5xVHsViK/6XWajW889xgPl+yj0MnbOYETSm/0jXprC+EoFWrVmzatImcnBy++eYbEhISSE6ueuFPRe0jhAaNUwBCo0Xr0wOtX2+EfRNbPgzHAISTP1hzIDsJa+y+Cs1dZZcxKWXBrUUsMKAy8wghegohTggh7r+iXQghpgshGrafSCPFaNAR1iuItdvO1sjcL/9fP5ZvPJWf7OZKmvo6M2PyNUx7fQ1Z2WbaOhfvVdHU3h8nXc37fjo7O/PMM8/w2GOPcejQIcLCwpgxYwaxscXni6gNAgICmDt3bv6rorkCFIURWr0tz7JHO4SdB1qfbhUaX62WfynlASHEmYqOE0KMAW4DitsWfAuc5XKQoqKe4Wivp0cHX06eS8xPrVidDOodxIx3N/DSY/1o4lH0I/vNQ1uzfvs53vlqO9Mn9yIyM4oLmZcPjpx1TgzzHVLtcpVF//792blzJ4sWLeLUqVOcP38eT09PgoODa1WOKw/N8ijPAZui+qm00hVC9JBSFmdtr8zJ3E4p5W9CiPXF3JuBTc4XKzGvopYwGnRotRoys0zY21Xv/0cnBwNvPj2I2PgM0jOTi7iTCSEIf7w/N038iesHtOD2DrdwLuM8MVkXcdE709qpFTpN3XgW6PV67rvPZnFbv349U6dOpXnz5rz11lsViviqCSIjI4scsClqnqqYF94TQrx+5Qu4rqITSSlLDOcp7Z6i/mA0aHF2NBBxtPKl3EvDwV6Pp7s9H8zfycHjl4rcd3e145UnBvDs/9aTmWWmmWMQvT170s4lpM4U7pUMGjSIjRs38sADD+Dg4MC8efPYtm1b2QMVjYqqKF0LkF3MSyXhvErxdLOnVZA7G3eer5H5nR0NvPXMIBzt9Rw7k1Dk/rB+wXRp5827X++okfWrAyEEgwYNwtXVlR49evDuu+8yZMgQ0tOrN1m8ov5SlS3A01LK3Vc2CiG6Fte5trjykEAFSdQunu72hLbyYuveyFKDGyqL0aAjyN+FT77fzdqtZ5l0Z5dCXgkvP9aPmx7+iesHNKdXp/rlr30mKZHfjxzmyKU4nAxG+gc1Y9GSJURduICDgwP33nsvI0eOZOzYsWhrIV1k3gFbwWtF+SgmKKLclBkcIYR4Skr5bpkTCfGolHJOpaS4PMd6YL6Ucv4V7cHAaSllsT4/KjiifiGlJDEli4SkLFo1q7nQ2APH43B1MuLbxBG97rKSWr3lDK/P3cqyz2/Fwb5+nL9eTEtj1oZ1ZFsKfxDsGxjEA11tp9+RkZG89957HDhwgBUrVmC1WmtF+V5Jjx49rorgiOqiosER5TEv3C2EGCCEGFjaC3ioqsIrGgdCCBzt9djb6UjLqDlPvw6tmxAVm8Yn3+0p1D60bzBd2/vwzlf1x8yw+tTJIgoXYOv5c8RnZAC2nea7777LX3/9RVZWFr169eL1118nMTGxVmWtSDIaRcUpj9LtAqwH1uV+LenVuXpFUzRkjAYddgZdsbbX6qR3Z3/8mjiSmWUq1P7So31Zuek0W/dGljCydolMTSm2XQLRaamF2nQ6Hfb29mzatAkPDw9mz56N2WzmwoXynylXJROZUro1S3mU7mTgAPA90BtoXsyrBVDpbYUQonuuaaEL8JwQ4tcC914AFud+v14IoX4jGgie7vYE+rqweXfNOqDcOaI9f6w9QVxCRn6bm4sdrz85kOfeWU9qWt0XmPR2LK5WG4hS7tnb2zN58mTeffddoqKiuO2225gwYQKHDx8uc72aSP+oqB7KVLpSynlSys7Aj8AsbP6yDlLKswVeZ4DXKyuElHK3lHKQlNJNShkipbylwL3XpJR9pJQit4/6bWpANPFwoFUzd7buq9kd56BeQbzx+dZCCdbDegUxsGcgr322tUbXLg9DW7REpyn659bNzx9vx7Ij5YKCgtiyZQv33HMPhw8f5vTp02zevLkmRFXUMOV2GZNS/iWlHA58BrwghPhDCDG0wP0/a0JARcPH29OB1s3cOXU+qcbW8PFy5JmHepNyxa72uUnXsD0imtVbztTY2uWhqYsrU3pfQ7CbGwBGrZZrg5vnH6KVByEEQ4YM4ZZbbsFisfDJJ58waNAgdu7cCdgi4Kqr2oOi5qhKasemwEfYzAsPFec+Vlso74X6T2aWieS0HFwcDTXqUfDu1zsYck0zurS7XChy53/RTJm9mj8/vxVPN/saW7u8ZJlN6DTaYne+FeXUqVNIKdm/fz9jx45lypQpLFiwAAcHB3bu3FnnUW9XAzXhvVAEIURfbAp3FOALFG+UqgMCAgJsYaHKN7deYW+nx2SycC66+AOl6uLxe7uzfvu5Qm09O/oxanArXv7wXyq7yagsxdlW7XT6alG4AC1atKBly5YMHDgQgA8++KBG6pwpiic8PLzC/s3l3ukKmwf6LcBTQB/gEPAe8L2Usk4zgKmdbsPh2JkEckwWOrQuOSl0VbFYrGzYeZ7BfZrlt2XnmLn50V/5v7u7cdO1rWps7Sspr89rddQ+K67O2bXXXovBYKhynbOK1jW7mqjoThcpZakvwB54DDgOWIFVwA3F9OtR1lw19QL8sXnfyMjISKmo3xw+eUkePR1fo2s8+/Y6mZKaVahtR0SU7H/n9zIjM6dG1y5I9+7da20t25+zlFFRUfLRRx+Vrq6uMjg4WO7fv18mJCTUmhxXG5GRkTJP/wD+sgx9VZ7POBeAd4EtQBcp5TAp5Ypi+r1djrkUClo1c8fBTk98YmaNrTFhbEcuXCxczr1nRz+6tPPmy58iamzdumbatGl06NCBpUuXcuTIEU6fPk2nTp144YUXuO666/jnn39q3cSiKEx5lK4DEA0MBH4XQpwq5nUam8lBoSgTnVaDQa/BKmWJVSGqStsWnhw7k1DIR1dKyYMTWrJow3YiYytmW45MSeHLPbt4Yc0q3t2ymX0x9c9O2q9fP4QQHDx4EF9f30KFJefMmcNHH33EP//8g9lsZs2aNZhMplJmU9QU5VG626SUzXNfLUp4NQe217SwisaDt6cjUbFpXIzPKLtzJWkV5M53Sw8Cthpp35z5jjUZy+h65yXCt3zMqbTThfqXZFO9kJLM6/9uYNuFC1xMT+fwpTg+2bGd9WdOF9u/rly3Nm3axHvvvVdiFd+QkBDeeecddDoda9eupUePHnzwwQe1KqOifEp3ajnnmlAFORRXIZ1DvDkfnULUxdSyO1eC0NZedA31wWQ18duFP0jMSQKgmb8r8RnJfHf0N5JNl3e8JSndv44dKzZvwtIjhzFbi+7U84IWQkNDiYmJqXfeA0IIXnvtNTZv3kxISAiZmZnMmDGDc+fOlT1YUWXKE5G2vzwTSVtUmkJRIXp39ifmUjqRNaR42wR78Mny1WRYLtuPtVpByyB3jp65xMHkQ2XOcTKx+PwRqTk5xJWQB/f999+vU9et8ngaODk5ccMNN2AwGOjWrRvjxo1jxowZtSDd1U2lgyPqEwVdxvJQeXQbDiazhQsxqbg4GvF0r/7ghSlff4d/n3h02gJ7DGkLmtj3+p808w4gJiaGEydO0K5duyLjY9LSyDabi7QjINDFFc0VVYaLc90aPHgwer2+yq5bedSEC5eUkvj4eJKTk5k0aRJTp07lxhtvRFNNPsWNkWLy6pbpMtbolK7y022YXEq02XZdnIwY9NWbQ/ZA1Bn+TlqKVltYOV5KzOTNa54rM4prR+QF5u0u6mtbMBduQYQQSCmJjo5m9uzZLF68mPHjxzN9+vQS7a31jRMnTvD+++8TEBDA1KlT0Wg02NnZ1bVY9ZJaiUhTKKobL3cH4hIyuZSYWe0uTR38g4k5bCziKdHZvwVQdhRXr4Cm3NY+FAe9LXxZKwR9mgZyd8dOJa5Z0HXr4MGDpR5w1UdatWrFp59+yowZM4iIiKBXr17MmjWLS5eK1qdTVAy101XUK/YcisHD1b5Ixd8rqWgEV2aWieSsdIwOIJHYaYzY6+zZs3tPuU0BEjBZLGg1GrSi2CImAJw9exaj0QhAYmIi77//foOP5srKyuKHH34gICCAoKAgNBoNISEhdS1WvaDaI9IawgsVkdao2HsoRp46n1jt8yYkZcqsbFOhNq6I4vLw8JDjJ02S+44fr9Qa/fr1k1OnTpVRUVGye/futRqRVlts375dDhs2TI4YMUIeOXKkrsWpc2oiIk2hqFU6h3hjsUguxFSvR0PkxVS++eW/Iu1TpkyldZt2/Pjrr9z0wbvobryBjw8d4L2tm0nLqVhakSvdxRpjAEKvXr34559/eO2113BxceGrr77iu+++I6eC79XVilK6inqHEALfJo4YDVrSM6tPaXVo04Tz0SmYC9h2+/Xrh0Yj6DXhDXKM9hhc3fLvHYqL47v9+yq8TkF3sRMnTjTaTF+dOnXCz8+PG2+8kWPHjtGjR4/8VJOKklE2XUW95fSFJOyMOny9HAuVWa8KUkrORCbTvKlbofb/+2UZXz3+KHfN+RCN5vJaGiF497obWPTtt+WyIVfVXawhZ/PKyMjAzs6O//u//0MIwZQpU2jTpk1di1XjXPU23bzXzJkzq8Fao6hr9h6KkacvJFXrnE+/uVamZRTONPbMPyukQ0CQvP7zb+WDS38r9IpJTS333FxhI3Z0dJTTpk2T0dHR1foM9RmLxSKXLVsmb7zxRpmSkiJPnz4trVZrXYtVI8ycOVNeoXvKtOmqna6i3rPnYAye7vY08y/do6G87D8SS1xCBkP7Bue3fb13D3M+nUt6QCf6dPFHmxtI4Wlvz5tDryv3TlsIwdSpU1mwYAH29vZMmTKFZ555plrkbqg89thj7Nmzh//7v//jrrvuanTBFspPV9Ho6Nreh/QME1GxaWV3LgedQ7xp4uFQyF48ok0bBtx6M67OxvwDPI0Q3Nq+Q4VMG1dm+qoPCnfcuHGEhYXlv8aNG1er63/66af88ssvxMfHI4Rg3rx5JCQUH1p9NaCrawEUirIQQhDk70JahonMLBP2dlWvsWa1Shb+cZCH7+gCgLejEy+FXcsix//49PddjO7SlhtD2tDC3aNC827atKnKslU3kZGRTJ48Of967ty5tS6Dv78/TzzxBBaLBavVyrBhwxg2bBhvvvlmrctS16idrqJB4ORgICPTRFqGqVpOx7u29ymivD3s7XlsQC9G+bUn57Cmwgr3ShrqgVhNotVqmTx5Mjt37mTChAkkJSVx8803s3r16qvG60EpXUWDoUWgG2cik4mOKz6zV0W59Ya2rNh4qkj7Y3d3Y9Gyw1V2V1NKt2Q0Gg1t27bFzc2NV199lcWLFzNlyhSsVitZWVl1LV6NoswLigZFz45+bNtnO6fw93aq0lx2Rh2rt5whrFdgoV1voJ8LPTv58ts/x7hndGiV1qgPBAQEFDIpVLR6bU3TsWNHvvzyS6SUnDx5kltuuYUxY8bw6KOP4uPjU9fiVTvKe0HRINl9IIbQ1l7YGau2bzhwPA4PFzv8fZwLtW/fH8XLH/7L8i9vL+S3q6h5srOzWbRoERaLheHDh3Pp0iU6dSo5uVBdc9V7LwQEBCCEULl0GymZlixisi7i7WvAYi1+wxCXfYmdCbvZn/QfmZbSP6p2aN2ENdvOFrEn9urkh0GvZdPuC9Umu6J8GI1G7r//fh588EFSU1N58cUXGTp0KNu317+KYOHh4RX+5KB2uooGgVVaWR/3LxGJ/5FiTgMkDomBTOt7F1rN5fy7a2M3sDfxcrETvdAzwv8GWjg1L3Hun5Yfwc/bif7dmxZq/3nFEZZvPMVXr99Y7c+jqBjHjh3DarVy4sQJTp8+zf3334+zs3PZA2uBq36nq2icbE/Yxfb4nZzOOMvFrItczIrltP1uXt78Uf4u9VTa6UIKF8AkTfwd/Q8ma8mHYqOGtMLBrqiZYuTgVhw4donTF5Kq9VkUFadNmzaEhITQv39/cnJy6N+/Pxs3bmyQHg9K6SoaBPsS9xObFYfZWrhsTqpjJL9F2DJ7HU09XuzYbGs2p9PPlji30aAj5lI6p84nFWm/48YQ5v9aNDOZom5wc3PjqaeeYvfu3fTu3Zv33nuPsWPHNigFXG+UrhCipxDihBDi/gJtwUKIr4UQa4UQ24QQi4QQTepQTEUdYJVWEnOSybEWTR1okRbiDefIzrFglUUr8+YhKf0PsnuoLwv/LFqk8r4xHfhr3Umi46onGk5RPeh0OoxGI0899RQzZszgyy+/5NChQxw7dozs7Oy6Fq9U6oXSFUKMAaYByVfcuh9IklIOBq4BLED5ywUoGgUaocHL6FnsPaPWiFYHOyKiaOXcstg+eqGnmUPpGb58vBwZPaR1kXYvdwduvzGEuYv2VlxwRa3QvXt3FixYQGhoKGvWrKFnz5688sorpKXVz3+U9ULpAjullOOAK7NW7wE+BVvqJmAxMKyWZVPUA4b6XItOc0X4rxB4GNxp59EKHy9HcqJcaetcWHFq0DDEZxB2WmOZa3i62bHg9wNF2h+6vTN/rTtJVA2ViVdUH4888gg7duwgODgYnU7HZ599xr59++parELUC6UrpSzWL0dK+YeU8mSBJjtAVca7CmnhFMxdgbfirHfCoDHgqHMkwM6PZg5BdHXrTOtm7tjZ6RnofC23Nr2Z7u5ducazNxOa30Ooa9Gy6sXh7+PMvkMXCyU5B/Bwteeuke359Ic9NfFoimrGzs6O8ePHY2dnR/v27QkPD2fYsGH1prJFvXIZE0KsB+ZLKeeXcH8+cFBK+b8r2pXL2FVCQk4iB5IPkm7OoKl9AO1c2qLT2DwPYi6l42inw9mp7F1tSZyPTsG3iSN6XeEy8EkpWQy7fwm/fDKGIH+XKj2DovaJiYnBx8eHkSNHMnjwYB544AHc3NyqZe5G6zImhOgLtAQ+KK1fXnBE3ksFSTQuPAzuDGzSn+F+19HRLTRf4QL4ejmybX8U2TnmUmYonaa+zrz6yZYi7W4udtw9uj1z1G63QeLr64sQgoULF6LT6bj//vuRUhIZGVmp+cLDw/N1TIMOjihppyuEaAZ8B9wmpbxYzDi101Xk8/vqY4we0rrSJX4+X7yPft0D6NC6sKNMSlo2Q+5bzE8f3Uxw0+pJqK6oO7Kzsxk9ejRarZZp06YxdOjQSs3T6Ha6QggvbAr3finlRSFEkBCi8p8fFY2e0UNas/dQkf/N5eae0aEE+RU1Ibg4Gbl7dHu++TWiKuIp6glGo5EVK1bw9ttvc+7cOTIyMpg7d26Nez3Ua6UrhHACfgFeBmJzrycDfnUqmKJeI4TAw82eHJOlUuMd7fXM+WEPcQkZRe7dMqwtyzeewmQuee6x//cb4578g3FP/sEXS/YVurdtXxQjJ/3Myx/8W6h9y54LtLvhi2J9hRU1S2hoKA888ABSSlJSUujXrx8fffRRja1XL5SuEKJ7rmmhC/CcEOLX3FvPAwOBddjcyVJz2xSKUgnyc2HV5jOVHj/2hhAW/3W46Lz+LjTzd2Xz7pJtgQN7BrLwvVEsfG9UfmWKPPp08Wdgz0A27jpPfFJmfvum3ZHodRrGjWxfaZkVVcPR0ZHp06eze/duRo0axcGDBxkzZgzr16+v1mi3eqF0pZS7pZSDpJRuUsoQKeUtue0vSClFMa8zdSyyop6j0Qiu7R1UbJLy8tC6mTv3jg4tdrc8cnAr/lhTfMgxwNHT8cxbso/3v9nJuaiUIvcNei23Dw9hwW82n+Ajp+Jp17L44A9F7aPT6QgODiY0NJSXXnqJ+fPn884775CRkUFmZmbZE5RBvVC6CkVN4GCvp1dnvyI5FcrL/iOxLFt3okh7785+LN94ikfDVxY79yN3dWPiHV24e1R7Hg1fWezcd48K5bdVx8jINPH3+pMMD2tRKRkVNUu3bt2YP38+zzzzDPv376d379688MILREWVelZWKkrpKuoEq7RyKu00B5IPkZSTVGPr2Bt12NvpigQ8lIcBPQLZvr/oH9fbX2zHZLbyz6YzTHppRZH7HdvavB68PR0xma2FzAh5uDobua5/c96fvxMfL0d02st/ihFHYrlr2lKSU+t3DoGrjWuuuYZdu3bRvn17Dh06xN69e9myZUuFTQ+NTumqJOb1n/jsBL46vYDfIv9kZcxqvj79HasvrquRLFH2dnriEzPzy6pXBI1GMGvKQOITCyvNmAI12q6s13byXCK/rDwKQHaOhcwsM27OxTvbPDC2I3+tP8mYYW0KtXcK8cbb0xHXEsYp6g6DwcDdd9/N0KFDMRgMTJ48maZNm5Y9sACNTulGRkYipVRKtx6zLHo5KabLtk6JZH/SfxxOOVoj63Vo04RT55MqtXM0W6z876vCFQseu6cbOp3NB3jC2I6F7jk5GFiz9QxzftjDrE828dJj/dAW2MXuPXSRnf9F8+faE/j7OLNlyb042OtZvOwQJos1X2Er6j+hoaFERESwZ0/FAmZUYUpFrRKbFcel7Phi7x1KOUJ715AaWffa3kHsPXyRLiE+Fap55mivx9fLkcTkLNxd7QC4MawlA7o35Y1529BcEYDh4+XInPDrS5yva3sfvn9nZJH2O0e0584Rlz0XKhnXoagDKlo8s9HtdBX1m9IqOBSXL7e6EELg7eFYKd/dqff3LGKXdXYycv+Yjvy84kil7MUlsXzjKX5cfoSeHZUremNFKV1FreJj542D1r7Yey1LqWNWHTT1dWbN1pIrSJTGVz9HkJZR+J9Cm+YeBPg6s25b5eYsjuEDW3D78BDuHtXwS78rikcpXUWtotPoGOwdhkYU/tXzNjahi1vNl9m+aVBLflt1rMLjbr2+LTsjoou033VT+2KDKBSKklBKV1HrtHVpw73N7qK7exdCXNoyzGcwdwbdirEcicargxHXtmT/kdgKjenewRdPN3usV5R9Hx7WgogjcZXyjgCYN08VQrnaUEpXUSd4GT0Z5D2Qm/yup5NbB/RXVoWoQXRaDW4uxgrbYg+djGd7RGG/XTujjlFDWrHk7/Lvdvv378+0adOIjo5WSvcqpNEpXeWnqygLIQR2Bh27D8RUaNxNg1py7HRCkfZxI9vz0/IjZOeU75Bu82Zb9eLQ0FBiYmKIji5qtlA0DMLDwxt2Pt3KovLpKirDnkMxeLrZ08y//Llxj5yKJ8DHGWdHA+PGjctPgn02MoXmzQNZt+qPMucQQiClJDo6mtmzZ7No0SLGjx/P9OnT8fNTXgsNjYrm01V+uoqrli4hPpw8n4TFYi0UwFAaiSlZ7D8Syx03tiMyMpLJkycDEJeQwTvvfZzfb968eWWaDvz8/Pj000956KGHGDx4MD/88ANBQSVXLZ44cSITJ04sl5yK+otSuoqrFo3GtuM0WyRabdn9AXp38ue/o3FF2j3d7TGZLRw6cYn2rbxKVZB5FS3ydrqLFy9mwoQJTJ8+HV9f30o/j6Jh0OhsugpFRWgT7MHyjSfL7piLRiMYPrBFkXLsGiFwd7Hnhz8OlmueadOm0aFDB5YuXcrBgwd57733lMK9SlA7XcVVz81D2/DXuhPcdG2rcvXXaAQLlx0iICCAuXPn5re3D2nO8o2neHZiH1xKqUjcr18/hBAcPHiQESNGKGV7laGUrkIBDOkbTMyldHy9HMvsG+DjjJuLHQsXLixyb+prq1m65jj3ju5Q4vhNmzblf69stFcfyrygUGCzs0bFlj/AYcywNhw+WTRxz3X9m7Nu27lyz6OU7tVHo1O6yk9XURmMBi1O9gYOHC96SFYcjvZ6Fvx+oEh7/+5N2X0ghqxsc3WLqKiHVMZPt9EpXZVPV1FZ2jT3ICvLTEZmyZnQ8rAz6mjX0hPLFVFtLk5G2rfyLLbihKLxER4enu+rXV4andJVKKpCiyC3cueyvePGEHb+VzSqbWDPIDbsOF/NkikaC0rpKhQF8HC1Z9328tlkDXotPy4vmnMhrFcg63eU366ruLpQSlehuILhA1uwtJQS63kIIRjcp1mRMkDtWnqSnW2udBViReNGKV2F4gqEEAztG8z56JQy+464tlUR+60QgqH9glnx76maElHRgFFKV6EoBo0Ak9largrFW/ZGkpicVajtxrCWLN+glK6iKErpKhTFYG+nJzE5i3Pl2O3eeVM7Iq/w8e3RwZdLiZmcvpBUQxIqGiqNTukqP11FddG9gy+nzycXqY12JSEtPDl9PrlQVQmtVsP1A5qr3W4jR/npovx0FdVL324BJCRlldnPZLbw767CbmI3hrVg+UaldBszyk9XoahmDHotl5IyitRGu5Ibw1oWKf/TPVSZGBRFUUpXoSiDbu19+WNt6S5kdkYdBr2WyAIpH7VaDTcMaM6ydeVPHalo/NQbpSuE6CmEOCGEuL9Am68Q4nMhxBohxBYhxL9CiC51J6XiamX0kNb8tb505enXxKmIf+/ooa1Zuvp4ubwgFFcH9ULpCiHGANOA5CtudQAcpJRDpJR9gbVA0Xx6CkUNYwuECCIqNq3EPq2audO6mUehts4h3gAVLvmuaLzUC6UL7JRSjgOuzK23F3iuwPUOoFmtSaVQFECr1RAbn15qH3s7HdFxlxWzEILRQ1vz++qyI9wUVwf1QulKKS+U0B4vpYwEEELYA/cBX9SmbApFHga9Fm8Ph1IziDk7Gli1+UyhtjzTRI6pfCXaFY2beqF0y0IIMR04D+iBGXUsjuIqxt/HGYDsnOIVaMc2TWji4VCoLcjfhRZN3di4U2UeUzQQpSulfBtoAvwHrBVClFi7NS84Iu+l/HUVpSHNJ5CZfyOz/0VaM8o1plUzdzQl/OVoNAJ7o46klMK+vTcPUyaGxkR4eHi+jqlocISoT6eqQoj1wHwp5fwS7muBDOAmKeXqAu3+QCTYgiP8/f1rXlhFg0ZKC6R/iTTtudwo7BFO/4fQlV2g8o81xxk1pHWx9zbvvkBsfAZjrmuT35acmk3Y3Qv5d9HdODsaqiy/ov4QFRVVUPEGSClLzWBfr3e6QogRuQoVACmlBcgGyq4eqFCURs7mwgoXQGYi078ul3tXz05+7DlYNIE5QK/OfhgMhT+MuTobadfSgwjlxXDVU6+VLtADuD/vQghxByCA7XUlkKJxIHN2FX/DGg+W02WOb+LhQPOmbsXe0+u0ODnoi+TZ7djWm/1HldK92qkXJdiFEN2Bd4EuwHNCiFFSyluAn4GZQoiN2P5BaIDRUsritxgNgLfeeosLFy7w8ccfs2XLFh599FEGDRrEBx98kN/nxRdfZNmyZcyZM4eoqCgeeughnnjiCTQaDTExMdxwww3cfPPNzJgxA51OR3p6OufPn+fHH38ssl5ERATffvstLi4unDlzhhYtWvDSSy9VWO709HTuu+8+Ro4cyf3331+Fd6C+UNpu1lrKPRs6rYYDx+Po2dEPO2PRPyMnBwN/rj3BPaND89s6t23CsjICLBSNn3qhdKWUu4FBxbQfAG6rdYFqkEuXLrF8+XKsVit9+/Zl+PDh/PTTT8yaNQsXFxeysrLYtm0bXbp0oW/fvgA8/fTTvPzyy+h0OqKjo0lMTGT//v1kZ2fz+uuvA/Dcc88VWSs1NZXp06ezbNkydDodZrOZUaNGVUpuR0dHRo4cWfkHr2cIfVek+VgxN1xB27xccwzoEcjvq49x89A2Re51C/Up5K8Ltp3u659vq5S8isZDfTcvNCqOHz9O79696dWrFxs3bgTAaDRy11138fXXXwOwZMkS7rjjjhLn+Pzzz2nfvj3u7u6sWLGCrVu3AvDmm28W6bts2TL69u2LTmf736rT6fj+++8BWLp0KU8//TRPP/00v/76K4mJifTv35/x48czYcIEbr/9dgCSkpIYO3YsM2fOZMOGDdX3ZtQ1xgGga3dFox7hOJ5SnGOKMHxgC85EXhlIaQuKCA5w5djphPy2QD9ncnIsXLxUeoCFonFTL3a6dU2roZ9XyzwnVk8q9f7KlSt56KGHcHBw4Mcff2TQoEEAPProowwePJgnnniCs2fP0rdvXzZv3lxo7FNPPYUQAjc3NwCCgoJ4++23efLJJ7l48SLPP/88Dz/8cKEx58+fx8vLq1Cbh4cHVquVF198kYiICAA6d+7MqFGjeOihhzh9+jSvvPIKo0aNIi4ujvnz5zNs2DAmT57cqNzvhNCD0xQw/wemY6BxAkMfhMatgvMIsrLNxd7za+LE3MV7eeGRvvl9O7ZtQsTRWIZ5lW83rWh8NDqlm+e6MXPmzHIribKUZXWxc+dOLl26hNlsZsWKFVgsNgd7Pz8/evTowZNPPsktt9xCTk7RpNnvvvsuOp2OEydO5LfddNNN3HTTTRw9epRhw4YxYMAAdu3axffff8+wYcMIDAzk+PGivqFxcXE4ODggcmuNOzk5ERtrO+AJDg4GbMo5PT2dkydPMnr0aMCm6BsTQgjQd7K9KolBryU7x8LJc4m0DHIvdM/T3Z4eHXwLtfXo6Mv2/dEM66eUbmMgPDycV155pUJjGp15ob4mMT9y5Ai33HIL4eHhzJ49m759+7J+/fr8+9OmTWPz5s0MHDiw1Hm8vLzYu3cvZ8+e5e233wagbdu2dO3alZycHO655x5WrFjBU089xYgRI9i+fTtms20nlpmZyZgxY2jSpAkZGRlIKZFSkpaWhre3LTFLniLOo1WrVpw5cwaw7ZwVRekc4s2FmFRM5qJRah3beheKRLumSwDb9lUs6bWi/lKZJOaNbqdbHzGZTEyfPp0xY8YAYLFYSE5OZsyYMXTv3p1ffvmFsWPHsnPnTrKzs/nhhx+IiIhg165dnD9/nuTkZF5//XU0Gg1JSUl06NCB0aNHs23bNl566SUyMzNp06YNnToV3rE5Ozvz+uuv8+yzz+Li4kJ0dDSvvPIKGo2G2bNnM3XqVDQaDeHh4VgsFv78808A+vTpQ0REBD/99BMPP/wwDz74IJGRkRw7doyIiAjGjh2Ls7Nzrb+P9Zku7Xwwm63odYXtwd6eDrz39Q4G9gwEoGPbJkReTCM+MRNPd/u6EFVRx9SriLTKoiLSFPWBFRtPccPAFkXa1207S1ivIDQa26eIh19czs1D23DToJZF+kbFpvHanC10aedNxNE4Hri1E13b++Tf37Yvitc+20LXdj7Mmjogv33Lngs8OGM5Lz3Wj3Ej29fA0ylKolFFpCkUBZGWGGTGD1hT30Fm/IC0RNe1SIUY0DOQfzYVDawI9HPh0IlL+dfXdAlg697iP5KazBZuvzGEh+/owj2jQ/l88b5C9/t08Wdgz0A27jpPfFJmfvum3ZHodRqlcBsASukqGgTSfBKZ8hoyeyOYjyOzNyJTXkeaT5Q9uCrrZm/DmvIm1uQZyPSvSlX0jvZ6OoV4F6mnZmfUsX7Hufzrvt0C2LwnkswsU5E5mvm7EtbLdmAZeTGV4ACXIn0Mei23Dw9hwW8HADhyKp52LT0r9XyK2kcpXUWDQGb+Blzp1ZGDzPy9cvNlb8ea+gHWlNeRmb8jrUUrQsjMv5EZ39jCgq3xyJwdyNS3kJaSAyJj4tLIzinsQhbg40RT38s28MiYVM5Hp9Bp5Nd8t/RAsfN8/N1uflpxlAduLd6z4u5Rofy26hgZmSb+Xn+S4WFFzRqK+olSuop6j5RWMJeQFtF83JYxrCLzZfyMzPgazIfBchaZtRyZ+nah1I5SZiGzVhQzOBOy/ilx7k5tvfnniiTmQghcnYz5iXQ+XLA7dw14a17xaUQev7c7bz4dxsMvFiMDtgQ61/Vvzvvzd+Lj5YhOe/lPOeJILHdNW1ok94OiftDolG5ePt365jKmqDxCaEA4lHDTvkIRZNKaiMxeU/SG9SLk/Hv52hKNLaFdMXNYzpQ4v0Yj6Ns1oEiS84ijcUTn1lfzdLPLby/4PcD2/VFciLFVrfL1ciw1eu2BsR35a/1JxgwrHIbcKcQbb09HXJ2NJY5VVA/h4eEVzqfb6JRuffXTzeOtt97i8ccfB2DLli106dKFqVOnFurz4osv0qVLF7Zs2cLPP/+Mm5sbL7/8MuHh4UyePJnff/8dgBkzZvDyyy/z1FNP5YftFmT16tUEBwfzxBNP8PLLLzNlyhQSEhKK9CuN+fPnV+Yxqx1h6F+h9hIxn6TEhDYF7cMaN2wJ7YpZU+NRbHse8UmZRaLU+nULICHZltj89afCuH5Acwx6Lc9PuqZQP4Ney8ff7WLuor289MG/+dFseew9dJGd/0Xz59oT+Ps4s2XJvTjY61m87BAmi5VfVh4tVTZF9VIZP918B/mG/AL8saWNkpGRkbI+8/TTT8uWLVtKi8UipZTyueeeky1btpTJyclSSikzMzPlkCFD5Pjx4/PHNGvWTJpMJimllFFRUfLgwYNy37598sknn8zv8+yzzxa7XlhYmDx+/LiUUsrdu3fLESNGVEjesLCwCvWvKazWHGlN+1JaEiZJS8JEaUmYJK1pX0irNbt8400npDXjF2lJnSct8eNz5yj8sqYtKDwmdW7x/XL+K3O9X/85eoX8Vrn7QHShtlc/3SQ//HZnueSvKFNmr6qReRVFiYyMlHn6B/CXZeirRrfTrc/UdsKbK+nWrRvJyclcuHCBm2++mfnz53Ps2DG6dOnCmTNniI6O5r777uONN95g+vTp7NixgzNnzhAeHs6mTZto374977//PklJSVx77bWsXr26zDWrCyH0CMcHES6vIZweR7jMRjg+hBBlV2GQGYttNtuslZCzE8xnwXLpil7ClgSnII7jEYZe5H8gFC4Ih/sQ+g5lrjmoVxCp6ZcP/oQQ/Lj8SKE+N4a1ZPnGU2XOVRGWbzzFj8uP0LOjX7XOq6g+VERaLVLbCW+Kw9/fn3PnznHzzTcD0KZNG7p06QLA1q1bcXNz49lnn2Xv3r10796d4ODgfFPNlClTsFgsuLm5MWjQIIYOHVodb0uFEFpP0JbfPUqajiGz1xWYQIAuGCznQbqC0INwRtjfitAFF15L2IHjg2B/B8g00HghRPn+ZFLSs7Ez6AqV5gnwcUZKmR9q3aWdD6npORw7k0Cb4NJNFuVleDHBGYr6hVK6QOYP3atlHvu7d5d6v7YT3jz11FNF5omKiiIoKIhjx4rmkh0xYgS7du2id+/eTJw4ke7dC78vd9xxB6NHj6ZXr15F7tVbrizJAyAMoGsJdtcj9J1BG2TLOlYCQuMEOFVo2Wb+rvy26lihQ667R7UnISkrP/xXoxGMGNSSP9ee4KkHelVofkXDRSldylaW1UFewpu8jF1nzpwpkvBm0qRJfPDBB6V+bM9LeOPh4cGSJUuYPn16kYQ399xzT7Fj9+/fj7OzM02bNsXR0TE/s1h0tM3h/+DBg0yfPp2ZM2fSs2dPHn74YbRaLVJKjh49SkhICN7e3nz00Uf55pD6T8kWNKHxQuiKhuJWFzeGteD0haT8sj5RsWnsPXSRe0dfNk+MGtKaR8P/Ydr9PfPDhBWNG6V0a4G6Snizbt06zp49y5w5c3BxcSExMZEFCxYAMGjQIB5++GHMZjMmk4lFixbRr18/ZsyYgaenZ775ISwsjCeffJLOnTsTEhLCfffdx+rVq/MTo9d7DD2gOBcxtKDvUqNLazQCk+myp0RIC0+WrS0cQdeupSf2djr2HIyhh7LDXhU0uoQ3eVQkn66ifOTk5LB8+XICAgLo0aNHXYtTbmTmH8isvwq0aBAO9yKMfUscU12s336OziHeuLva/HEvXkrH29OhUArNuYv2EnkxlVenlp7WU1H/KCafbpkJbxqd0lVZxmqO0aNHExoaml+XrSEhLdFg2g/owNAdoXEvc0x1sedgDN1CbcnM5y7ay3X9m9Mi0C3/ftTFVEY/8iubl9yDQV/+QA9F/aCiWcYayGdERX1g6dKldS1ChZDSbAvbFU4IrR9o6+bje8G8uX26+LMjIrqQ0vX3caZ1sDsbdpxnWL/g2hdQUasopatodEhphaw/ba5iMhM0HmA3AmHsVyfyaIRg53/R9OzoR6e23kXK+gCMHtqa31cfU0r3KkAFRygaH1m/I7P+tilcAGsCMmMBMmdXnYgT6OeCxWIz42k0gtfmbCmS/nH4wBZs2RNJSppKUtPYUUpX0aiQMgeZXXypeJlVexF0VxLkdzm1Y+vmHhw7UzgHhouTkb7dAqocoTZv3rwqjVfUPErp1gIFE89Mnz6d0aNHk5mZyV9//UXXrl3LPU9qaipjx44tkoTm4YcfrrCnxqJFi/Ij4qqTN954g/vvvx+ATz/9lDVrinPXslHwOcrqW25kGsis4u9Z46o+f2URgm37bOcrd49sX8imm8fNQ1vz++oSUliWE6V06z9K6dYCQ4cOzVe6b7/9NoGBgaxYsYKbbroJV1fXcs/j7OzMyJEji7TffffdFZbprrvuqvCYis776KOPMmTIkBL7FlS6ZfUtN8IFRAlFM7WBVZ+/kvh7O6HV2tzEjAYt4R9tKtInrFcQJ84kEnkxtUJz9+/fn2nTpuUHudQE48aNIywsLP81bty4GlursdPolG5DyKebmJiIh0fhWPtVq1YxadIkZsyYwZw5cwC4ePEikydP5u233+bWW28tFB68efNm+vXrx7JlywCIiIhg1qxZ3HzzzZw9exaAV199lddee43Jkydz+PBhAGbPns0jjzzCJ598AsCJEydKTWTz559/4uvryxtvvEHPnj1Zu3YtY8aM4e2332bChAlkZ9tskI899hhPP/003333HQApKSmMGTOG+fPnY7Vai4z5559/8pPpRERE5PctTu6tW7fSqlUrXnjhBUaPHs0777xT4nsrhA5hd0MxdzQltNcevl6OgC35jVXKInZdg17L8IEtWFrB3W5eno7Q0FBiYmJqRPlGRkYyefLk/FeF0xk2UiqTT7fO0zJWx4sGkNoxLCxMPv3003LatGly+PDhMicnJ79dSim3b98uU1NTpZRSXnvttVJKKadMmSJXrFghpZTyzz//lFlZWfKbb76R8+bNk88995xMSEiQUkq5bt06OWHCBCmllP/884+cPHmy3Ldvn7zzzjullFIeP35cjhgxQkZHR8u+fftKKaU8ffp0/tpz586Vn376qZRSyvDw8P9v797joqzWBY7/FgSCqIiGmghieM08eUtti0qk4VYztZTallp2zK3bkjJhmyiWp1Dz1rHOzurotryUlXLyVpm31BJB8UJIooKCYqbiFQVmnvPHwAQ4wHBxGGB9P5/5fJx53/W+D4gPy/Wu9SyLsSclJcn58+fl/Pnzsn37dhERWbRokURFRUl0dLQEBwebY8krS7ls2TJZtmyZGAyGO9rk/9rzn2spbhGR0aNHy7Zt28RoNJq/huIYb+0Ww5VZYrg0SQxX54kx69cS29xtaelX5eeDpp/PC5duiMFgvOOcQwnnJWDkSovHimL6Z2wq+zlhwgTx8PCQyZMny9mzZysmcBHp3bu3rFq1yvzq3bt3hV27qittaUc9ZQzTOFjeWNikSZNo164dEyZMAKBXr17MmzePHj16AODm5sbOnTsZM2YMR4+a9rdavXo13t7euLi4WL5BrpdffpmWLVuydOlSIiMjCQ8PNx9zc3PjrbfeokGDBiQnJwOQmJjIyy+/DJiK0eRZuXIlN2/eZPr06ebPvL1N/3Vu3rw5SUlJHDt2DB8f0waHPj4+JCYmkpycTLNmzcyf5bGmkI2fn6lGQVZWFtu3b2fv3r0cPHgQd3d3bt68SfPmze+4bp6cnJw72hTFUtx5fH19UUrh5FR0cRoxXoKsA0AOym0cyrFJkefaWtPGdUm/aNoJ4uLlTLb9cpoRf20LFPwZTEq5zAPtI6njVnLZyvzuu+8+PvjgA1566SUCAwNZuXKlxb8Pa40bN45x48aVub1mmU66WP7hiomJKfZ9eXZU8PT0NCfsPNOmTSM8PJyuXbuahwzatm1LSkoK7dq1Y8OGDfTubVomOnr0aFxcXJg+fToLFy4EIDU1FYCUlBT8/Pxo27Yt69atA+D06dO0bdsWX19f83lnzpwx37t+/fpWF7LZuHEjFy9eZMmSJXzyyScAtGzZ0nyv/Nctrg2Ag4MDBoOBkyf/fGJvKe48+ZfOWiK39yA3P8e8M0TmOtP8XNc7x8ErSwN300KJFt71+Swq3px08/8MrtnwKzv3n+F/ZgVZdc2878u5c+eYPXs2a9as4YUXXmDq1Kk0aVIxv3S8vLz417/+VeC9VjZ2k3SVUg8Dq4HZIrLcwvFZwGgR8bVxaOWWv/BMgwYNiI+P5+2332bjxo2kpKSwefNmRowYQUREBAEBAZw5c4a1a9cSFhZGeHg4Bw4cwGg00q9fP7799lsAwsPDeeWVV2jevDnx8fGkpaUxY8YMDh06xOLFi/H19eWBBx4wbycyZ84cmjRpwoABAxg/fjy+vr6kpKSwe/du/P39iyxkEx0dTUpKCkuWLOEf//gHPXr0YMmSJYSHh3Ps2DGMRiPPPvssnp6evPbaazg5OXH48GGOHDlijvX999+32KZt27a89tprBAYGms8dPnz4HXH/9ttvHD58mK+//prOnTuTkpLCDz/8QL9+/cxxijEDubmSwlvxyK0N4NThjlq5lSUr28DR4xd4sJUnLzzVweI5gwJbMu/TaNL/uGEeBy5JSEgIK1aswNXVlfj4+ApLtnlWrVpVoderyeyi9oJSaigwHGgD/HfhpKuUagwcALItJV1de6F8qmohm/zk9g7k5mqLx1StfqjaT9s4oqL9duoSrVs0YPWGXwns0ZzGFhLrjEU/4dmwNpOeL7lusb+/P926dWPq1Knmmsia7ZS29oK9zF7YLyJ/A4qaKxMO/I8N46lRhg8fzr59+6pswgVM+5kXqYiNKCtJdo4pnqaN6hBzNN3iOc8+8QBfbEogx1By7Lt372bBggU0adJEj8FWAXaRdEUktahjSqmWmGYn3DmxUasQUVFRVbJyWAHOD1Hkj7NzZ5uGUpLk1Ayysg107XAfrXwtVztr59eQZo3rsqWUK9R00rV/dpF0S/AWMLOyg9Dsm3JogHJ9msLbpqtagah7WlZOUEUIfKQ5129m4ebqxE8xRfY3+M/gh1j6xSHsYQhQqzh2nXSVUl0xjeMesbZN3uKIvJc9L5LQKpZyeQxVbybKZSDKJQhVNxRVu+idlSvLzcwc/rhsKsZz7vfrRRa5ebR7c7KyDew5oBci2JuIiAhzjintTA67TrrALErZy01LSyswEVkn3ZpFOd6Hch2Mch2Gusc+d8Zt6OFK/HHTFvDDHm9NVrbB4nkODopxwQ+xdE2cDaPTrBEREWHOMaVdnWe3SVcpVRdoCSxXSu0AFgFNlFI7lFJ/r8zYtJpLsmIwXluM8WokkhmFGK+X6TpB/i24nWWgZXMPftpf9BDDoEdbcir1Ckd/q8RiPVqFstukKyLXRKSNiASISAAwGUjPfV+lZjJkZGQwePBgunTpQnp6Ojdv3iQwMJB///vfd+V+zzzzDCtXrrwrVcTKQ0R46qmnAIiLiyMuLq5yAyolyVyP3PgYcn4Fwynk1ibk2lzEeLPU1zp5JoOMq7dwdnJk78Gie0rOTo688FQHPtK93WrDLpKuUqpLbm+2IxCmlPqm0PEZFOzpdrNVbBVRXal+/fp89tlnZGRkmBcf9O3bl9GjR1d0uJw5cwZvb+8yVR6725RSfPXVV0DVS7pivILc+v7OA8bzkPVTqa/3YGtP9h0yTefs37sF2TmWhxgAgge245dDZ0lKuVzq+2j2xy5WpIlILBBQzPG3MM1isLm86kp58i+FLA13d3cmTZpEREQErVq1YuzYsYwfP54WLVpw7tw5FixYwNy5czl27BhLly5lxIgRDBkyhDZt2vD8888THBzM0aNH6dWrF1OmTOHgwYPMnDmTTp068d133zFgwABmzJjBxo0bGTBgQIF7JyYmsmjRIry9vcnKyiIiIoJBgwbh5OTE119/zYABA1i2bBkHDx5k8eLFfPvttzg7m9b9Z2RkMHbsWNq1a0diYiLZ2dmEhIQwduxYgoOD+fnnnxk1ahTbt2+nXbt2JCQkMH/+fL777jumTZtGVFQUGRkZzJo1ixdeeIEFCxYQHR3N+vXrAbh16xYHDhwgMTGRqKgoPvroI44fP15gubBdyDkJFJEYc34DrFuym1/fv/iSnWOgR0cvftiTzIA+fhbPc3N1YtJzXZi2YCerFwzG0dEu+kpaGem/PRuaMGECW7duxWg0EhkZydChQwkNDaVOnTqsW7eOZ555BgBnZ2eGDBkCwCOPPIK/vz99+/Zl/fr15roE06dPZ+7cucyaNQsXFxdGjRoFYF7Wm19YWBiTJ09m2rRpJCUlERsby8yZM2natCmZmZmcP3+ezZs307BhQ8LCwswJF+Djjz+mX79+zJ49m/bt2zNkyBD69OmDv7+/eflunz59GDVqFGFhYQwbNoxVq1YxcuRIfH198fX1pU6dOkyZMoVRo0ZRv35989c3ZMgQxo8fz7x58xAR6tevj6urK/PmzbPB30YpORRRoxdMNXzLIPHUJTKu3sbN1YltP6cUe+5zT7bnHkcHln1t9UQezU7ppGtDzs7O9OjRgw4dOhRbTcuSwhW2Tpw4cUdlr1u3buHo6HhHFS5L9+ratSuxsbFs3bqVOXPmsHnzZnPC/vzzz+nfvz/z58+3eJ88fn5+uLm54evry8GDB831JC5dMm1F8/TTT7N27Vq+//57goKK7gm6u7vTtGlTEhISuHTpEh4ettse3WqOfuBoaXm5glr+Fj4vWacHGpt3kwjqdX+xQwwODorIKQF89EWcHmao4qpd0q3oIuZ51ZXyXhVVXSmvghj8WU3Lzc2NGzdMpf8KF6IuXGGrZcuW5hKQeZW9tm3bZvHhmaV7KaVo27YtUVFRPP7445w9e5abN2/i5OTEc889x5YtW3j99dct3qewuLg4duzYQXh4OCNGjDB/HhwczOeffw5wRyEdR0dHRITExEREhOeff56QkJBSbV9kS0oplNtEcGye70M3VO3nUfdYHhawxmOPNCfHYKRnZy+27i2+t+vTtB4hYx4mdN4Oq5YHa3dfWYqY28WYbkWq6II3FVldKSYmhsOHD7Ny5UoiIyOZPn06sbGxXL16lSFDhuDg4ICLiwtz584lOTmZmJgYOnXqZLHC1ttvv01oaCjdu3cHTElh06ZN5hq7K1euJCUlhb179xIZGcn8+fPx8vLCz8+Pzp1Ny2IHDhzI7t2m1dX+/v7mWrv5vfTSS4wdO5b09HROnz6Nr6+vuerXkiVLeO+992jdujUGg4HQ0FAuX75MUlIS58+fp3Hjxri5udG3b1+AAlXVOnfuzMyZM4mJieGDDz4gKCiIqVOn3jEebU+U472oetMQQ5ppp2FHH5QqXc3bwuKT/qBFM3fu9ajND7tP0b9Xi2JLWD47qB3f/XSST748xPhn7fMXVE0SERHBuHHjSpd4S6pyXhVeVIGdIyrakSNHxGg07S4wcOBAyczMlC+++KLC73PhwgXzDgTvvPOO/PjjjxV+j9u3b0t2drbMmjWrwq9t74xGo2zYniQiIj/FnJGr126V2CY1/ap0HbZcEk9evNvhaVbQO0fUEAkJCXz44Yc0atSI/v374+LiUuC/9hUlIyODN998k44dO3L+/Pm7Mvf3nXfe4cqVKzWyWItSike7+2A0Cv5dmrHy/+IZObh9sW28GtdlythuhM7bwddLhuLgUHxxd82+2EU93fLS9XS1qmxPbCrtWjakgbsri/69n8GBrSxu0Z6fiBA8OYqngtoQPKCdbQLVLKqq9XQ1rcZ6pJMXsbl1dUc+0Z7sImox5KeUYsY/erJw2f4iC+Zo9kknXU2rZA4Oih4dTT0lzwa1OfDreTKu3iqx3YOtPOn7F1/eX6F3iqhKdNK1Ut5OrZp2N/wSd5YbmdkAdGjjyRebjlnVLuSFh4n6MYnfki/dzfC0ClTtkm5FztP19/cnJCSEc+fOlSvpbt26FV9fX1555RVmzJjBq6++al5AsHHjRj799NNyxVnUzsTDhg0r13ULk3wFa7SiiQiS/StyayuSfcSqIuS9H/bm4K/nAVMPtkdH655LNKzvyoS/dWLO0l/KFbNWNmWZp1vp070q4sVdmjIGyOTJk8XDw0O8vLzMU6fKok+fPnL8+HEREYmNjZVBgwaZj+VN/SrPtS0p73Vtdc3qxGi4IYYr74rh0rg/X1dmidFwpfh2RqNcvpJpfp9w4g9Z90OiVfe8nZUjAc+tkj2xZ8oVu1Y2espYBVu4cCFTp0411x4YPXo0U6dO5b777ivzNTt37syVK1dITU1lxowZ+Pj4EBQUZC5sk1dEJjMzk7S0NC5fvsz48ePp0KEDH330EWfOnOHatWt07dqVWrVqkZycTEREBOPHjzdvvb1r1y5GjRpFcnIyEydO5MSJE7Rq1Yrjx48zevRo1q5dS8+ePXn99ddZsWIFcXFxGAwGAgICGDp0qMWCOh07dmTGjBnExcUxcOBAnJ2d8fT05NSpU2zatAmAMWPG4OPjwx9//MHx48dZsWLFHcuHq7Vb68FwquBnhjTI/BLcXiqymVKKPbGpPN6rBU73ONKmRQP+tfoggwNblTglzNnJkSljuxG5dB/rP/TSU8jsXUlZuSq8KGdPNygoSLp06VLg5ePjI6Zvz58OHDgg7u7u4ubmJj4+PgXODwoKKvYe+Xu6IiLBwcGyZ88e2b59u8ycOVNEREaPHi1bt26V69evS3R0tPTs2VNERFJTU2Xw4MHy+++/S+/evUVExGAwyDfffGO+dlH3FBE5deqUPProoyIiEhISIitWrBCj0Si9evUSETEveDAYDPLYY4+JiMiAAQMkISHBfJ1Tp04VuOb27dtl1KhRIiIyadIkiY6Oli+//FJCQ0NFRGTZsmXmr6smMVx+tWAv1/z6uxiNWcW2vXr9thyITze/P3PuqmTnGKy6r9FolGETv5Fvvreud6xVHN3TLYMtW7ZY/DxvOea5c+eYPXs2a9as4cUXX2Tq1KnmHmVZnT17Fh8fH5KSkgp8nldExmg0cu3aNSIjIwFo0KABJ0+eNN/XwcGBoUOHWn2/vN5mvXr18Pb2RimFg4NpSN/Z2ZnQ0FA8PDy4ePEiYLmgTmG+vr7m2G7cuHFHm7yaDTWK5BRxwIjp32TRarvcg0/TPyuWeTWuw7QFu3j39T4l3lYpxbTxjzD5v36kf68WuLo4ldhGqxzV7kFaRQsJCeHBBx8kKiqK+Ph4FixYUO6Ee+jQIerWrWux1kGe+++/n0aNGhEWFkZoaChPPvkk999/v7kQTk5ODmvXrgVMCfj69eukpha97UtxJk6cyBtvvEFYWBhubm6A5YI6hVlThKemUU4PWT5wT7sS6zQ4OjrwU8wZ84M3pRStfT3Mc3hL0uXBJnRs14hPvzpcqpg129I93WL07NkTpRTx8fEMGjSozMl2+/btpKSk8OGHH1KvXj0uX77MihUrAFNhmhMnTrBz584CRWQ8PT0ZPnw4b775JkajkcDAQDw9PRk5ciT//Oc/yc7ONu880ahRI6ZMmcLEiRPNiXz37t2kpKSwevVqUlNTOXz4MNHR0ezatYvLly8jIubiOSNHjmTChAl069aN1NTUIgvq5C9Ys2HDBhISEjh27Bi7du3iwoULLF68mHXr1vHmm2+SmZmJu7t7BfwtVDGuw8BwAoz5yi+quqja1i3R7v2wN0mnM2jV3FTe8m9PPMCt2yUvlsgz9T+7M3TCNzzdvy1N7nUrVeiabehlwFbq2rUrMTE1ZxL60aNHad++PUopBg0axFdffYWLi0uxbW7fvk1KSgqtW7dm9erVZGZm8uKLL9ooYvshkgm3fzE9QHNsDM6PoBzqWNU281Y2NzNzaOjhav5s0fL9PBXUBu/7rCuW/t6n+0i/cIP3wgLLFL9WOjV+GXBF19PNU9OKsSQkJDBx4kQiIiLMBXVKkpWVRVhYGO+++y67du0iODjYBpHaH6VcUS6PotyeQ7n0szrhAri6OLErpuDQzIAAPzbtPGn1NcY/24m9B9M4dOx3q9toZVOWebq6p6tpdub3izfIyTHStPGfWwRlXL1F/Xol/+LL89WWY6zekMDa94foKWR3WY3v6WpaVefs5EitWgUft6z69ldOnsmw+hrDHm+Dg4Piy83WLSfWbEcnXU2zM/XrubBrf6Ehhj5+bNp5wuprODgoZr3iz8Jl+7l0JbOiQ9TKQSddTbNDvbt6k5p+zfzet5k7zw1ub1UdhzwPtLyXJwL9mPdJ9N0IUSsjnXQ1zQ7dc48DtZwdC3z2fz8mlfrh2KujH2ZX9GkOxFs311e7+3TS1TQ75F63FrtjCy52GfxYS77dllREC8vqujnzz/GPMPP93cVu8a7Zjk66mmanHu3uQ3LaFfP7+vVcmDzmYW5nFbXU2LKBAX54NqjN0jWHKjpErQyqXdK9W/N0Nc3WnJwc7xhiOHr8Auu3Hi/VdZRSzA7pzfJ1Rzh28mJFhljjlWWebrVLumlpaYiITrpalefm6sQvcWcLPDzr/h9NyzQ+27RRHd54qTtT5+7QwwwVKCIigrS0tFK1qXZJV9Oqk/69WnDs5J9b8Tg4KN56tZdVe6gVNrx/G+71cNXDDJVMJ11Ns2POTo64uRYs03gzM4eFy/eX+lp6mME+2E3SVUo9rJRKUkqNKfR5ulJqR77X7EoKsdLooZKyqQ7fN0dHB46dvGjetBLAw92F2i5OXLuRVerr5R9myCpiq/fq8H2zZ3ZRe0EpNRQYDrQB/ltEluc7tlxExpTQvlrXXlBKlWpSvGZSXb5vIkL04XN0f6hpgc9OpV7hfu/6Zbre32d+T7MmdZg+oecdx6vL981Wqmrthf0i8jfgWolnllF5f3uXp31l9xwqM/aq+n2rzK+7cHulFN5N6hY4rpRi6RdxBXrA1t5bKcWcNwLYujeF73efKvbc0qrKPy+2+nmzi55uHqXUDmB5oZ7uPuASUBf4FZgmIn8UatcMOAMQGxtrsdi4l5dXqZ8yVlT7yrx3edvre9v+3pbaRx8+i5+3R4E6u4eP/c7VG1n4d2lWbNuixCf9wRtztvHx23/FK19Sr6rft8q6d3p6Ol26dMl76y0ixW7hUhWS7v8CkzH1gucCAUA3yRe4UqoTcMCGoWqaplnSWUQOFneCvQwvFElEXhSRq7lJNgLoDHSr3Kg0TdPKpkrtkSYiN5RSl4DmwL58h45iSsYAFzBtvappmmYLDoBn7p+PlnSyXSddpVQgcFVEYnLfOwMeQIGngyKSDRTbpdc0TbuLrN6K296HF3yAv6s/9/qeBJygYC9X0zStyrCLpKuU6pL7EK0jEKaU+ib30DZAAT8ppfYA/YAncnu2NUJRi0Y0y5RSTkqpybkLaXYqpX5WSj1W2XFVBUqpSUqpH5VS25RSR5RSkyo7pqpCKdVKKZWtlAoo6Vy7GF4QkVhMsxIKf34aqHl7eOfKt2jkSknnamZewKtARxG5opTqB0QppdqISNnnE9UMLwH9ROR3pVQrIEEptU9E9NYTJXsLsGqJoF30dLUi3fVFI9XQNWCGiFwBEJEfgFvAXyo1qqrheRH5HUBEjgOXAd9KjagKUEo9DFzH9BC/RDrp2rGSJllrdxKRiyLyWd773OcBzlj5D6ImE5HDeX9WSj2FKZF8X3kRVRmzcl9WsYvhBU27i/oAKcCuyg6kKlBKdQC+ANyAESKSUbkR2Tel1F+BeBFJ/fN5f/F0T1ertpRSLsA7wBgR0XO3rSAiR0TkAWAIprFwvRCpCEopByAUeLc07XTS1aql3GGFpcDC3Ae1WinkLmXdCLxS2bHYsb8B34nIpRLPzEcnXa26mg9Ei8hapVQtpZRPZQdkz5RSDXPHcfO7gWmYQbOsFzAor9Y30ARYpJSKKq6RTrpataOUCsX0vGK5UqoO4EcNnnpopbpAuFKqNoBSyhPTEMOPlRmUPRORl0Wkp4gEiEgAkA5MFpEni2unk64dK2bRiFYEpVRrIBLT6sVrua/4Sg2qakgHvgV+VErtBLYC/wt8WKlRVQFKqW6Ferozij3fnko7apqmVXe6p6tpmmZDOulqmqbZkE66mqZpNqSTrqZpmg3ppKtpmmZDOulqmqbZkE66mqZpNqSTrqZpmg3ppKtpmmZDOulqmqbZkE66mqZpNqSTrlalKaVa5JbWu6WUSlZKfZTv2DilVJxSSpRSv+Ru9Fmh97BwboRSanJZ7qPVDLrgjVYtKKWSgeUiElHo8wBgO9BCRJLvxj0KnXMI004VB8tzL6360j1dTasgSqkmwDWdcLXi6KSraRXnceCDyg5Cs2866WpaxWkJfFXZQWj2TW/BrlUnY3LHcPOrb6ubi0ixOwZoGuikq1UvxT1Is0gp1R8Iy/fRMyKSfjeC0zTQSVer4URkC7ClsuPQag49pqtp5aSUWlPZMWhVh066mlZ+PSo7AK3q0IsjtCpNKdUCWIYp8aUD34nIy7nHxgETgIeAfcAcEVlXhnvcD6wCOgEXgNRCp3QSkVpl/iK0GkUnXU3TNBvSwwuapmk2pJOupmmaDemkq2maZkM66WqaptmQTrqapmk2pJOupmmaDemkq2maZkM66WqaptmQTrqapmk2pJOupmmaDf0/11bnzd/5aocAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from IPython.display import Image\n", - "Image('color_mag.png')" + " output=None)" ] } ], @@ -864,7 +855,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/docs/tutorials/companion_data.ipynb b/docs/tutorials/companion_data.ipynb index d5acb9fb..66da7aac 100644 --- a/docs/tutorials/companion_data.ipynb +++ b/docs/tutorials/companion_data.ipynb @@ -60,7 +60,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -72,7 +72,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -131,7 +131,26 @@ "output_type": "stream", "text": [ "Downloading Vega spectrum (270 kB)... [DONE]\n", - "Adding Vega spectrum... [DONE]\n" + "Adding Vega spectrum... [DONE]\n", + "Adding object: beta Pic b" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/data/database.py:958: UserWarning: Found 33 fluxes with NaN in the data of GPI_YJHK. Removing the spectral fluxes that contain a NaN.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " [DONE]\n", + "Adding object: beta Pic c [DONE]\n", + "Adding object: HIP 65426 b [DONE]\n", + "Adding object: 51 Eri b [DONE]\n" ] }, { @@ -141,6 +160,48 @@ "/Users/tomasstolker/applications/species/species/data/filters.py:210: UserWarning: The minimum transmission value of Subaru/CIAO.z is smaller than zero (-1.80e-03). Wavelengths with negative transmission values will be removed.\n", " warnings.warn(\n" ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Adding object: HR 8799 b [DONE]\n", + "Adding object: HR 8799 c [DONE]\n", + "Adding object: HR 8799 d [DONE]\n", + "Adding object: HR 8799 e [DONE]\n", + "Adding object: HD 95086 b [DONE]\n", + "Adding object: PDS 70 b [DONE]\n", + "Adding object: PDS 70 c [DONE]\n", + "Adding object: 2M 1207 B [DONE]\n", + "Adding object: AB Pic B [DONE]\n", + "Adding object: HD 206893 B [DONE]\n", + "Adding object: RZ Psc B [DONE]\n", + "Adding object: GQ Lup B [DONE]\n", + "Adding object: PZ Tel B [DONE]\n", + "Adding object: kappa And b [DONE]\n", + "Adding object: HD 1160 B [DONE]\n", + "Adding object: ROXs 12 B [DONE]\n", + "Adding object: ROXs 42 Bb [DONE]\n", + "Adding object: GJ 504 b [DONE]\n", + "Adding object: GU Psc b [DONE]\n", + "Adding object: 2M0103 ABb [DONE]\n", + "Adding object: 1RXS 1609 B [DONE]\n", + "Adding object: GSC 06214 B [DONE]\n", + "Adding object: HD 72946 B [DONE]\n", + "Adding object: HIP 64892 B [DONE]\n", + "Adding object: HD 13724 B [DONE]\n", + "Adding object: TYC 8988 B [DONE]\n", + "Adding object: TYC 8988 C [DONE]\n", + "Adding object: HD 142527 B [DONE]\n", + "Adding object: CS Cha B [DONE]\n", + "Adding object: CT Cha B [DONE]\n", + "Adding object: SR 12 C [DONE]\n", + "Adding object: DH Tau B [DONE]\n", + "Adding object: HD 4747 B [DONE]\n", + "Adding object: HR 3549 B [DONE]\n", + "Adding object: CHXR 73 B [DONE]\n", + "Adding object: HD 19467 B [DONE]\n" + ] } ], "source": [ @@ -382,9 +443,9 @@ "Opening ObjectBox...\n", "name = beta Pic b\n", "filters = ['Gemini/NICI.ED286', 'Magellan/VisAO.Ys', 'Paranal/NACO.H', 'Paranal/NACO.J', 'Paranal/NACO.Ks', 'Paranal/NACO.Lp', 'Paranal/NACO.Mp', 'Paranal/NACO.NB374', 'Paranal/NACO.NB405']\n", - "mean_wavel = {'Gemini/NICI.ED286': 1.5841804, 'Magellan/VisAO.Ys': 0.9826820974261752, 'Paranal/NACO.H': 1.6588092, 'Paranal/NACO.J': 1.2650998, 'Paranal/NACO.Ks': 2.1449544, 'Paranal/NACO.Lp': 3.8050284, 'Paranal/NACO.Mp': 4.780971, 'Paranal/NACO.NB374': 3.744805, 'Paranal/NACO.NB405': 4.0558634}\n", + "mean_wavel = {'Gemini/NICI.ED286': 1.5841803431418238, 'Magellan/VisAO.Ys': 0.9826820974261752, 'Paranal/NACO.H': 1.6588090664617747, 'Paranal/NACO.J': 1.265099894847529, 'Paranal/NACO.Ks': 2.144954491491888, 'Paranal/NACO.Lp': 3.8050282724280526, 'Paranal/NACO.Mp': 4.780970919324577, 'Paranal/NACO.NB374': 3.744805012092439, 'Paranal/NACO.NB405': 4.055862923806052}\n", "magnitude = {'Gemini/NICI.ED286': array([13.18, 0.15]), 'Magellan/VisAO.Ys': array([15.53, 0.34]), 'Paranal/NACO.H': array([13.32, 0.14]), 'Paranal/NACO.J': array([14.11, 0.21]), 'Paranal/NACO.Ks': array([12.64, 0.11]), 'Paranal/NACO.Lp': array([11.3 , 0.06]), 'Paranal/NACO.Mp': array([11.1 , 0.12]), 'Paranal/NACO.NB374': array([11.25, 0.23]), 'Paranal/NACO.NB405': array([10.98, 0.05])}\n", - "flux = {'Gemini/NICI.ED286': array([6.98948226e-15, 9.68707404e-16]), 'Magellan/VisAO.Ys': array([4.24517648e-15, 1.35121790e-15]), 'Paranal/NACO.H': array([5.47258430e-15, 7.07618199e-16]), 'Paranal/NACO.J': array([6.86840623e-15, 1.33676609e-15]), 'Paranal/NACO.Ks': array([4.04416805e-15, 4.10431111e-16]), 'Paranal/NACO.Lp': array([1.58988155e-15, 8.79048273e-17]), 'Paranal/NACO.Mp': array([7.85616914e-16, 8.70064771e-17]), 'Paranal/NACO.NB374': array([1.69319029e-15, 3.61370437e-16]), 'Paranal/NACO.NB405': array([1.61004054e-15, 7.41713169e-17])}\n", + "flux = {'Gemini/NICI.ED286': array([6.98948256e-15, 9.68707446e-16]), 'Magellan/VisAO.Ys': array([4.24517648e-15, 1.35121790e-15]), 'Paranal/NACO.H': array([5.47258456e-15, 7.07618234e-16]), 'Paranal/NACO.J': array([6.86840606e-15, 1.33676606e-15]), 'Paranal/NACO.Ks': array([4.04416794e-15, 4.10431099e-16]), 'Paranal/NACO.Lp': array([1.58988159e-15, 8.79048294e-17]), 'Paranal/NACO.Mp': array([7.85616937e-16, 8.70064796e-17]), 'Paranal/NACO.NB374': array([1.69319021e-15, 3.61370420e-16]), 'Paranal/NACO.NB405': array([1.61004056e-15, 7.41713178e-17])}\n", "distance = [19.75 0.13]\n", "spectrum = None\n" ] diff --git a/docs/tutorials/data_model.ipynb b/docs/tutorials/data_model.ipynb index 313aac8a..1daaae83 100644 --- a/docs/tutorials/data_model.ipynb +++ b/docs/tutorials/data_model.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Comparing photometric data and model predictions" + "# Comparing photometric fluxes and model spectra" ] }, { @@ -41,7 +41,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "And initiating the workflow with the `SpeciesInit` class. This will create the configuration file and the HDF5 database." + "And initiating the workflow with the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html#species.core.init.SpeciesInit) class. This will create the configuration file and the HDF5 database." ] }, { @@ -53,7 +53,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -65,7 +65,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -88,7 +88,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We create now a `Database` object which is used for importing various data into the database." + "We create now a [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database) object which is used for importing various data into the database." ] }, { @@ -104,7 +104,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The spectra of ATMO are downloaded and added to the database with the `add_model` method of `Database`. This requires sufficient disk storage in the *data_folder* that is set in the configuration file. The full ATMO grid is downloaded but the `teff_range` parameter can be used to only import a certain Teff range into the database." + "The spectra of ATMO are downloaded and added to the database with the [add_model](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_model) method of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database). This requires sufficient disk storage in the *data_folder* that is set in the configuration file. The full ATMO grid is downloaded but the `teff_range` parameter can be used to only import a certain $T_\\mathrm{eff}$ range into the database." ] }, { @@ -116,19 +116,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "Downloading ATMO model spectra (430 MB)... [DONE]\n", - "Unpacking ATMO model spectra (430 MB)... [DONE]\n", + "Downloading ATMO model spectra (425 MB)... [DONE]\n", + "Unpacking ATMO model spectra (425 MB)... [DONE]\n", + "Please cite Phillips et al. (2020) when using ATMO in a publication\n", + "Reference URL: https://ui.adsabs.harvard.edu/abs/2020A%26A...637A..38P/abstract\n", + "Wavelength range (um) = 0.4 -6000\n", + "Spectral resolution = 10000\n", + "Teff range (K) = 2500.0 - 3000.0\n", "Adding ATMO model spectra... [DONE] \n", "Grid points stored in the database:\n", " - Teff = [2500. 2600. 2700. 2800. 2900. 3000.]\n", - " - log(g) = [2.5 3. 3.5 4. 4.5 5. 5.5]\n", - "Number of grid points per parameter:\n", - " - teff: 6\n", - " - logg: 7\n", - "Fix missing grid points with a linear interpolation:\n", - "Number of stored grid points: 42\n", - "Number of interpolated grid points: 0\n", - "Number of missing grid points: 0\n" + " - log(g) = [2.5 3. 3.5 4. 4.5 5. 5.5]\n" ] } ], @@ -161,76 +159,19 @@ "text": [ "Downloading Vega spectrum (270 kB)... [DONE]\n", "Adding Vega spectrum... [DONE]\n", - "Adding filter: Paranal/SPHERE.ZIMPOL_R_PRIM... [DONE]\n", - "Adding filter: Paranal/SPHERE.ZIMPOL_I_PRIM... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_H23_2... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_H23_3... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_K12_1... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_K12_2... [DONE]\n", - "Adding filter: Paranal/NACO.J... [DONE]\n", - "Adding filter: Paranal/NACO.H... [DONE]\n", - "Adding filter: Paranal/NACO.Ks... [DONE]\n", - "Adding filter: Paranal/NACO.Lp... [DONE]\n", - "Adding filter: Paranal/NACO.NB405... [DONE]\n", - "Adding filter: Paranal/NACO.Mp... [DONE]\n", - "Adding filter: Gemini/NICI.ED286... [DONE]\n", - "Adding filter: Gemini/NIRI.H2S1v2-1-G0220... [DONE]\n", - "Adding object: PZ Tel B\n", - " - Distance (pc) = 47.13 +/- 0.13\n", - " - Paranal/SPHERE.ZIMPOL_R_PRIM:\n", - " - Apparent magnitude = 17.84 +/- 0.31\n", - " - Flux (W m-2 um-1) = 1.83e-15 +/- 5.29e-16\n", - " - Paranal/SPHERE.ZIMPOL_I_PRIM:\n", - " - Apparent magnitude = 15.16 +/- 0.12\n", - " - Flux (W m-2 um-1) = 1.09e-14 +/- 1.20e-15\n", - " - Paranal/SPHERE.IRDIS_D_H23_2:\n", - " - Apparent magnitude = 11.78 +/- 0.19\n", - " - Flux (W m-2 um-1) = 2.54e-14 +/- 4.47e-15\n", - " - Paranal/SPHERE.IRDIS_D_H23_3:\n", - " - Apparent magnitude = 11.65 +/- 0.19\n", - " - Flux (W m-2 um-1) = 2.43e-14 +/- 4.27e-15\n", - " - Paranal/SPHERE.IRDIS_D_K12_1:\n", - " - Apparent magnitude = 11.56 +/- 0.09\n", - " - Flux (W m-2 um-1) = 1.15e-14 +/- 9.58e-16\n", - " - Paranal/SPHERE.IRDIS_D_K12_2:\n", - " - Apparent magnitude = 11.29 +/- 0.10\n", - " - Flux (W m-2 um-1) = 1.14e-14 +/- 1.05e-15\n", - " - Paranal/NACO.J:\n", - " - Apparent magnitude = 12.47 +/- 0.20\n", - " - Flux (W m-2 um-1) = 3.11e-14 +/- 5.76e-15\n", - " - Paranal/NACO.H:\n", - " - Apparent magnitude = 11.93 +/- 0.14\n", - " - Flux (W m-2 um-1) = 1.97e-14 +/- 2.55e-15\n", - " - Paranal/NACO.Ks:\n", - " - Apparent magnitude = 11.53 +/- 0.07\n", - " - Flux (W m-2 um-1) = 1.12e-14 +/- 7.25e-16\n", - " - Paranal/NACO.Lp:\n", - " - Apparent magnitude = 11.04 +/- 0.22\n", - " - Flux (W m-2 um-1) = 2.02e-15 +/- 4.12e-16\n", - " - Paranal/NACO.NB405:\n", - " - Apparent magnitude = 10.94 +/- 0.07\n", - " - Flux (W m-2 um-1) = 1.67e-15 +/- 1.08e-16\n", - " - Paranal/NACO.Mp:\n", - " - Apparent magnitude = 10.93 +/- 0.03\n", - " - Flux (W m-2 um-1) = 9.19e-16 +/- 2.54e-17\n", - " - Gemini/NICI.ED286:\n", - " - Apparent magnitude = 11.68 +/- 0.14\n", - " - Flux (W m-2 um-1) = 2.78e-14 +/- 3.60e-15\n", - " - Gemini/NIRI.H2S1v2-1-G0220:\n", - " - Apparent magnitude = 11.39 +/- 0.14\n", - " - Flux (W m-2 um-1) = 1.06e-14 +/- 1.37e-15\n" + "Adding object: PZ Tel B [DONE]\n" ] } ], "source": [ - "database.add_companion('PZ Tel B')" + "database.add_companion('PZ Tel B', verbose=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Alternatively, the `add_object` method of `Database` can be used for manually adding magnitudes and spectra of an individual object. Before coninuing, let's check the content of the database." + "Alternatively, the [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) method of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database) can be used for manually adding magnitudes and spectra of an individual object. Before continuing, let's check the content of the database." ] }, { @@ -245,34 +186,34 @@ "Database content:\n", "- filters: \n", "\t- Gemini: \n", - "\t\t- NICI.ED286: \n", + "\t\t- NICI.ED286: \n", "\t\t\t- det_type: energy\n", - "\t\t- NIRI.H2S1v2-1-G0220: \n", + "\t\t- NIRI.H2S1v2-1-G0220: \n", "\t\t\t- det_type: energy\n", "\t- Paranal: \n", - "\t\t- NACO.H: \n", + "\t\t- NACO.H: \n", "\t\t\t- det_type: energy\n", - "\t\t- NACO.J: \n", + "\t\t- NACO.J: \n", "\t\t\t- det_type: energy\n", - "\t\t- NACO.Ks: \n", + "\t\t- NACO.Ks: \n", "\t\t\t- det_type: energy\n", - "\t\t- NACO.Lp: \n", + "\t\t- NACO.Lp: \n", "\t\t\t- det_type: energy\n", - "\t\t- NACO.Mp: \n", + "\t\t- NACO.Mp: \n", "\t\t\t- det_type: energy\n", - "\t\t- NACO.NB405: \n", + "\t\t- NACO.NB405: \n", "\t\t\t- det_type: energy\n", - "\t\t- SPHERE.IRDIS_D_H23_2: \n", + "\t\t- SPHERE.IRDIS_D_H23_2: \n", "\t\t\t- det_type: energy\n", - "\t\t- SPHERE.IRDIS_D_H23_3: \n", + "\t\t- SPHERE.IRDIS_D_H23_3: \n", "\t\t\t- det_type: energy\n", - "\t\t- SPHERE.IRDIS_D_K12_1: \n", + "\t\t- SPHERE.IRDIS_D_K12_1: \n", "\t\t\t- det_type: energy\n", - "\t\t- SPHERE.IRDIS_D_K12_2: \n", + "\t\t- SPHERE.IRDIS_D_K12_2: \n", "\t\t\t- det_type: energy\n", - "\t\t- SPHERE.ZIMPOL_I_PRIM: \n", + "\t\t- SPHERE.ZIMPOL_I_PRIM: \n", "\t\t\t- det_type: energy\n", - "\t\t- SPHERE.ZIMPOL_R_PRIM: \n", + "\t\t- SPHERE.ZIMPOL_R_PRIM: \n", "\t\t\t- det_type: energy\n", "- models: \n", "\t- atmo: \n", @@ -341,7 +282,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Model spectra are read from the database by first creating an instance of `ReadModel`. The model name and optionally a wavelength range are provided as arguments." + "Model spectra are read from the database by first creating an instance of [ReadModel](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_model.ReadModel). The model name and optionally a wavelength range are provided as arguments." ] }, { @@ -411,7 +352,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The parameters are provided in a dictionary for which we have to make sure that chose values are within the grid boundaries. The radius (RJup) and distance (pc) will scale the emitted spectrum to the observer. Without these values, the spectrum fluxes are provided at the surface of the atmosphere." + "The parameters are provided in a dictionary for which we have to make sure that chose values are within the grid boundaries. The radius ($R_\\mathrm{J}$) and distance (pc) will scale the emitted spectrum to the observer. Without these values, the spectrum fluxes are provided at the surface of the atmosphere." ] }, { @@ -427,7 +368,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We now use the `get_model` method of `ReadModel` to linearly interpolate the grid of spectra and store the extracted spectrum in a `ModelBox`. The spectrum is smoothed to a spectral resolution of R = 100." + "We now use the [get_model](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_model.ReadModel.get_model) method of [ReadModel](https://species.readthedocs.io/en/latest/species.read.html#species.read.read_model.ReadModel) to linearly interpolate the grid of spectra and store the extracted spectrum in a `ModelBox`. The spectrum is smoothed to a spectral resolution of $R = 100$." ] }, { @@ -450,7 +391,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The photometric data of PZ Tel B are also read from the database and stored in an `ObjectBox`." + "The photometric data of PZ Tel B are also read from the database and stored in an [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox)." ] }, { @@ -481,7 +422,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "For comparison, we create synthetic photometry from the extracted ATMO spectrum for all filters of PZ Tel B. The synthetic fluxes are stored in a `SynphotBox`." + "For comparison, we create synthetic photometry from the extracted ATMO spectrum for all filters of PZ Tel B. The synthetic fluxes are stored in a [SynphotBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.SynphotBox)." ] }, { @@ -515,7 +456,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `get_residuals` function is now used to calculate the difference between the observed fluxes and the synthetic fluxes from the model spectrum. The residuals are stored in a `ResidualsBox`." + "The [get_residuals](https://species.readthedocs.io/en/latest/species.util.html#species.util.phot_util.get_residuals) function is now used to calculate the difference between the observed fluxes and the synthetic fluxes from the model spectrum. The residuals are stored in a [ResidualsBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ResidualsBox)." ] }, { @@ -543,7 +484,9 @@ " - Paranal/SPHERE.IRDIS_D_K12_1: 1.00\n", " - Paranal/SPHERE.IRDIS_D_K12_2: 1.00\n", " - Paranal/SPHERE.ZIMPOL_I_PRIM: -7.73\n", - " - Paranal/SPHERE.ZIMPOL_R_PRIM: -3.96\n" + " - Paranal/SPHERE.ZIMPOL_R_PRIM: -3.96\n", + "Reduced chi2 = 10.05\n", + "Number of degrees of freedom = 11\n" ] } ], @@ -567,7 +510,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `open_box` function can be used to view the content of a `Box` object. For example, the `ModelBox` contains several attributes, including the wavelengths and fluxes." + "The [open_box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box.open_box) method can be used to view the content of any [Box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box) object. For example, the [ModelBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ModelBox) contains several attributes, including the wavelengths and fluxes." ] }, { @@ -588,7 +531,8 @@ " 5.56061304e-17 5.55950840e-17]\n", "parameters = {'teff': 2900.0, 'logg': 4.5, 'radius': 2.2, 'distance': 47.13, 'luminosity': 0.003114426265448587, 'mass': 59.04988128500266}\n", "quantity = flux\n", - "contribution = None\n" + "contribution = None\n", + "bol_flux = None\n" ] } ], @@ -600,7 +544,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Similarly, an `ObjectBox` contains a dictionary with the magnitudes and a dictionary with the fluxes." + "Similarly, an [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox) contains a dictionary with the magnitudes and a dictionary with the fluxes." ] }, { @@ -615,9 +559,9 @@ "Opening ObjectBox...\n", "name = PZ Tel B\n", "filters = ['Gemini/NICI.ED286', 'Gemini/NIRI.H2S1v2-1-G0220', 'Paranal/NACO.H', 'Paranal/NACO.J', 'Paranal/NACO.Ks', 'Paranal/NACO.Lp', 'Paranal/NACO.Mp', 'Paranal/NACO.NB405', 'Paranal/SPHERE.IRDIS_D_H23_2', 'Paranal/SPHERE.IRDIS_D_H23_3', 'Paranal/SPHERE.IRDIS_D_K12_1', 'Paranal/SPHERE.IRDIS_D_K12_2', 'Paranal/SPHERE.ZIMPOL_I_PRIM', 'Paranal/SPHERE.ZIMPOL_R_PRIM']\n", - "mean_wavel = {'Gemini/NICI.ED286': 1.5841804, 'Gemini/NIRI.H2S1v2-1-G0220': 2.2447143, 'Paranal/NACO.H': 1.6588092, 'Paranal/NACO.J': 1.2650998, 'Paranal/NACO.Ks': 2.1449544, 'Paranal/NACO.Lp': 3.8050284, 'Paranal/NACO.Mp': 4.780971, 'Paranal/NACO.NB405': 4.0558634, 'Paranal/SPHERE.IRDIS_D_H23_2': 1.5863509, 'Paranal/SPHERE.IRDIS_D_H23_3': 1.6661441, 'Paranal/SPHERE.IRDIS_D_K12_1': 2.1038554, 'Paranal/SPHERE.IRDIS_D_K12_2': 2.2551725, 'Paranal/SPHERE.ZIMPOL_I_PRIM': 0.78439957, 'Paranal/SPHERE.ZIMPOL_R_PRIM': 0.62781125}\n", + "mean_wavel = {'Gemini/NICI.ED286': 1.5841803431418238, 'Gemini/NIRI.H2S1v2-1-G0220': 2.2447142746110718, 'Paranal/NACO.H': 1.6588090664617747, 'Paranal/NACO.J': 1.265099894847529, 'Paranal/NACO.Ks': 2.144954491491888, 'Paranal/NACO.Lp': 3.8050282724280526, 'Paranal/NACO.Mp': 4.780970919324577, 'Paranal/NACO.NB405': 4.055862923806052, 'Paranal/SPHERE.IRDIS_D_H23_2': 1.5863509078883227, 'Paranal/SPHERE.IRDIS_D_H23_3': 1.6661442175885708, 'Paranal/SPHERE.IRDIS_D_K12_1': 2.1038552712775034, 'Paranal/SPHERE.IRDIS_D_K12_2': 2.255172356268582, 'Paranal/SPHERE.ZIMPOL_I_PRIM': 0.7843997176190827, 'Paranal/SPHERE.ZIMPOL_R_PRIM': 0.6278112553204571}\n", "magnitude = {'Gemini/NICI.ED286': array([11.68, 0.14]), 'Gemini/NIRI.H2S1v2-1-G0220': array([11.39, 0.14]), 'Paranal/NACO.H': array([11.93, 0.14]), 'Paranal/NACO.J': array([12.47, 0.2 ]), 'Paranal/NACO.Ks': array([11.53, 0.07]), 'Paranal/NACO.Lp': array([11.04, 0.22]), 'Paranal/NACO.Mp': array([10.93, 0.03]), 'Paranal/NACO.NB405': array([10.94, 0.07]), 'Paranal/SPHERE.IRDIS_D_H23_2': array([11.78, 0.19]), 'Paranal/SPHERE.IRDIS_D_H23_3': array([11.65, 0.19]), 'Paranal/SPHERE.IRDIS_D_K12_1': array([11.56, 0.09]), 'Paranal/SPHERE.IRDIS_D_K12_2': array([11.29, 0.1 ]), 'Paranal/SPHERE.ZIMPOL_I_PRIM': array([15.16, 0.12]), 'Paranal/SPHERE.ZIMPOL_R_PRIM': array([17.84, 0.31])}\n", - "flux = {'Gemini/NICI.ED286': array([2.78256301e-14, 3.59792032e-15]), 'Gemini/NIRI.H2S1v2-1-G0220': array([1.05904383e-14, 1.36936892e-15]), 'Paranal/NACO.H': array([1.96875856e-14, 2.54565177e-15]), 'Paranal/NACO.J': array([3.11068456e-14, 5.76255347e-15]), 'Paranal/NACO.Ks': array([1.12416276e-14, 7.25276730e-16]), 'Paranal/NACO.Lp': array([2.02006233e-15, 4.12126882e-16]), 'Paranal/NACO.Mp': array([9.18778503e-16, 2.53900187e-17]), 'Paranal/NACO.NB405': array([1.67046281e-15, 1.07773345e-16]), 'Paranal/SPHERE.IRDIS_D_H23_2': array([2.54130005e-14, 4.46991835e-15]), 'Paranal/SPHERE.IRDIS_D_H23_3': array([2.42699566e-14, 4.26886720e-15]), 'Paranal/SPHERE.IRDIS_D_K12_1': array([1.15478089e-14, 9.58329864e-16]), 'Paranal/SPHERE.IRDIS_D_K12_2': array([1.14281212e-14, 1.05405765e-15]), 'Paranal/SPHERE.ZIMPOL_I_PRIM': array([1.08628802e-14, 1.20305574e-15]), 'Paranal/SPHERE.ZIMPOL_R_PRIM': array([1.82633135e-15, 5.28569080e-16])}\n", + "flux = {'Gemini/NICI.ED286': array([2.78256313e-14, 3.59792047e-15]), 'Gemini/NIRI.H2S1v2-1-G0220': array([1.05904381e-14, 1.36936891e-15]), 'Paranal/NACO.H': array([1.96875866e-14, 2.54565189e-15]), 'Paranal/NACO.J': array([3.11068448e-14, 5.76255332e-15]), 'Paranal/NACO.Ks': array([1.12416273e-14, 7.25276710e-16]), 'Paranal/NACO.Lp': array([2.02006237e-15, 4.12126891e-16]), 'Paranal/NACO.Mp': array([9.18778530e-16, 2.53900194e-17]), 'Paranal/NACO.NB405': array([1.67046283e-15, 1.07773346e-16]), 'Paranal/SPHERE.IRDIS_D_H23_2': array([2.54130005e-14, 4.46991835e-15]), 'Paranal/SPHERE.IRDIS_D_H23_3': array([2.42699565e-14, 4.26886718e-15]), 'Paranal/SPHERE.IRDIS_D_K12_1': array([1.15478090e-14, 9.58329872e-16]), 'Paranal/SPHERE.IRDIS_D_K12_2': array([1.14281211e-14, 1.05405764e-15]), 'Paranal/SPHERE.ZIMPOL_I_PRIM': array([1.08628801e-14, 1.20305572e-15]), 'Paranal/SPHERE.ZIMPOL_R_PRIM': array([1.82633135e-15, 5.28569079e-16])}\n", "distance = [47.13 0.13]\n", "spectrum = None\n" ] @@ -631,7 +575,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The attributes in a `Box` object can be extracted for further analyis or creating plots. For example, to extract the array with wavelengths from the `ModelBox`:" + "The attributes in a [Box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box) object can be extracted for further analysis or creating plots. For example, to extract the array with wavelengths from the [ModelBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ModelBox):" ] }, { @@ -659,14 +603,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Plotting model spectrum and photometry" + "## Plotting model spectrum and photometric fluxes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Finally, we will combine the model spectrum and the photometric fluxes in a plot with `plot_spectrum`. A list with `Box` objects is provided as an argument of `boxes`. These are interpreted accordingly by the `plot_spectrum` function. Also a list with filter names can be provided as argument of `filters` to show the filter profiles. The `ResidualsBox` is provided as arguments of `residuals`. Finally, the optional argument of `plot_kwargs` contains a list with optional dictionaries to tune the visualization of the plotted data. The number of items in the list of `plot_kwargs` should be equal to the number of items in the list of `boxes`. For the `SynphotBox`, we can set the item in `plot_kwargs` to `None` such that the marker design is based on the data from `ObjectBox`." + "Finally, we will combine the model spectrum and the photometric fluxes in a plot with [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum). A list with [Box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box) objects is provided as an argument of `boxes`. These are interpreted accordingly by the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum) function. Also a list with filter names can be provided as argument of `filters` to show the filter profiles. The [ResidualsBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ResidualsBox) is provided as arguments of `residuals`. Finally, the optional argument of `plot_kwargs` contains a list with optional dictionaries to tune the visualization of the plotted data. The number of items in the list of `plot_kwargs` should be equal to the number of items in the list of `boxes`. For the [SynphotBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.SynphotBox), we can set the item in `plot_kwargs` to `None` such that the marker design is based on the data from [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox).\n", + "\n", + "The blue squares are the photometric fluxes of PZ Tel B and the open squares are the synthetic photometry computed from the model spectrum. The residuals are shown relative to the uncertainties on the fluxes." ] }, { @@ -678,8 +624,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "Plotting spectrum: spectrum.png... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -706,41 +664,11 @@ " ylim=(-5e-15, 5.5e-14),\n", " ylim_res=(-8, 8),\n", " scale=('linear', 'linear'),\n", - " title='PZ Tel B and ATMO spectrum',\n", " offset=(-0.45, -0.04),\n", - " legend={'loc': 'upper right', 'frameon': False, 'fontsize': 12},\n", - " figsize=(9., 4),\n", + " legend={'loc': 'upper right', 'fontsize': 11.},\n", + " figsize=(7., 3.),\n", " quantity='flux',\n", - " output='spectrum.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the result. The plot is stored in the working folder. The blue squares are the photometric fluxes of PZ Tel B and the open squares are the synthetic photometry computed from the model spectrum. The residuals are shown relative to the uncertainties on the fluxes." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from IPython.display import Image\n", - "Image('spectrum.png') " + " output=None)" ] } ], @@ -760,7 +688,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/docs/tutorials/emission_line.ipynb b/docs/tutorials/emission_line.ipynb index fbfa76d3..981edd8b 100644 --- a/docs/tutorials/emission_line.ipynb +++ b/docs/tutorials/emission_line.ipynb @@ -35,15 +35,14 @@ "outputs": [], "source": [ "import urllib.request\n", - "import species\n", - "from IPython.display import Image" + "import species" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we initiate the *species* workflow by running the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html?highlight=speciesinit#species.core.setup.SpeciesInit) class." + "Next, we initiate the *species* workflow by running the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html?highlight=speciesinit#species.core.init.SpeciesInit) class." ] }, { @@ -55,7 +54,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -67,7 +66,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -94,7 +93,7 @@ { "data": { "text/plain": [ - "('gqlupb_sinfoni_j.dat', )" + "('gqlupb_sinfoni_j.dat', )" ] }, "execution_count": 3, @@ -134,7 +133,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we will add the available [magnitudes and distance](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) of GQ Lup B to the database (only the distance is required later on for calculating the line luminosity) by using the [add_companion](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database.add_companion) method of `Database`. This method will add the magnitudes and filter profiles, but it also downloads a flux-calibrated spectrum of Vega and converts the magnitudes into fluxes." + "Next, we will add the available [magnitudes and distance](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) of GQ Lup B to the database (only the distance is required later on for calculating the line luminosity) by using the [add_companion](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database.add_companion) method of [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database). This method will add the magnitudes and filter profiles, but it also downloads a flux-calibrated spectrum of Vega and converts the magnitudes into fluxes." ] }, { @@ -179,7 +178,7 @@ " - Flux (W m-2 um-1) = 1.65e-15 +/- 3.06e-16\n", " - HST/NICMOS2.F215N:\n", " - Apparent magnitude = 13.40 +/- 0.15\n", - " - Flux (W m-2 um-1) = 1.94e-15 +/- 2.69e-16\n", + " - Flux (W m-2 um-1) = 1.94e-15 +/- 2.70e-16\n", " - Magellan/VisAO.ip:\n", " - Apparent magnitude = 18.89 +/- 0.24\n", " - Flux (W m-2 um-1) = 3.74e-16 +/- 8.33e-17\n", @@ -227,7 +226,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that the photometric data of GQ Lup B are stored in the database, we will add the $J$ band spectrum by using the [add_object](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database.add_object) method. Here, it is important that we use the same argument for `object_name` as was used as `name` with `add_companion` (i.e. *GQ Lup B*). The argument of `spectrum` contains a dictionary with the spectra. Each value is a tuple with the spectrum, covariance matrix (set to `None` in this case), and the spectral resolution." + "Now that the photometric data of GQ Lup B are stored in the database, we will add the $J$ band spectrum by using the [add_object](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database.add_object) method. Here, it is important that we use the same argument for `object_name` as was used as `name` with [add_companion](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database.add_companion) (i.e. *GQ Lup B*). The argument of `spectrum` contains a dictionary with the spectra. Each value is a tuple with the spectrum, covariance matrix (set to `None` in this case), and the spectral resolution." ] }, { @@ -271,7 +270,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will now analyze the emission line by first creating an instance of [EmissionLine](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine). The spectrum is read from the database by providing the same object name and spectrum name as were used with `add_object`. We will select a limited wavelength range around the Pa$\\beta$ line by setting the argument of `wavel_range`." + "We will now analyze the emission line by first creating an instance of [EmissionLine](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine). The spectrum is read from the database by providing the same object name and spectrum name as were used with [add_object](https://species.readthedocs.io/en/latest/species.data.html?highlight=database#species.data.database.Database.add_object). We will select a limited wavelength range around the Pa$\\beta$ line by setting the argument of `wavel_range`." ] }, { @@ -330,7 +329,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In the $J$ band, we need to subtract the pseudo-continuum of the atmospheric emission. To do so, we make use of the [subtract_continuum](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine.subtract_continuum) method of `EmissionLine`. The continuum is modeled with a 3rd order polynomial (after smoothing the spectrum) and we use a linear least square fitting algorithm to optimize the parameters. A plot is created with the result which can be inspected before continuing with the further analysis." + "In the $J$ band, we need to subtract the pseudo-continuum of the atmospheric emission. To do so, we make use of the [subtract_continuum](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine.subtract_continuum) method of [EmissionLine](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine). The continuum is modeled with a 3rd order polynomial (after smoothing the spectrum) and we use a linear least square fitting algorithm to optimize the parameters. A plot with the best-fit polynomial and the continuum-subtracted spectrum is created, which can be inspected before continuing with the line analysis." ] }, { @@ -343,41 +342,25 @@ "output_type": "stream", "text": [ "Fitting continuum... [DONE]\n", - "Plotting continuum fit: continuum.png... [DONE]\n" + "Plotting continuum fit... [DONE]\n" ] - } - ], - "source": [ - "line.subtract_continuum(poly_degree=3,\n", - " plot_filename='continuum.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the best-fit polynomial model and the continuum-subtracted spectrum." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgAAAAINCAYAAABI5sckAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAADPB0lEQVR4nOzdd3gUVffA8e9JT2ihht57R5FeAoi9oCioiCL23l6FnzXYsb32igL62gsoFixIUZHem9I7hF4S0s/vjy1ukk2y2ewmJDmf55kn2Zk7d+7sZjNnbhtRVYwxxhhTvoSUdAGMMcYYU/wsADDGGGPKIQsAjDHGmHLIAgBjjDGmHLIAwBhjjCmHLAAwxhhjyiELAIwxxphyyAIAY4wxphyyAMAYY4JMRB4WkX9EJEtEhpR0eYwBCwCMKRNE5CYRWSMiKiKjSro8RSUiYSLyiIhULCPn9gtwFjDH20YRSRCR2GItkSn3LAAwphiJSGMRWSYimSJywvl79RxpHhORLSJyQEQ+8iVfVX0LOCcohXaU6WIR2SciDXKsb+y8eDUO4LFCga+B6qp6PNjnVhxUdZ6qbsonyVbgz5x/C8YEkwUAxhQjVd2iqp2B33B8/wap6oEcaR4BvgH+T1VHFH8pvTqK4yKVmmN9Y+BR589AGQs0Ae4KYJ4nNVWdCCwA3i/pspjywwIAY0rGZCACuCLnBhEJBy4CPivuQuVFVX9V1a6qmhjM4zjP/V7gv1pKnlQmIr+KyP48lt6FyOo54AIRaR+sshrjyQIAY0rG18Ax4Gov284F/lTVI64VInKRiCxxdiTbLCJviEhlXw4kIheIyEIRWS8iW0VkoojUypHmPGeaf0RkpYj8LCIjnduu8dYGLyK3AhOcLyc4mzOWOvdXEdklIhOdaRs4t2eIyOJ8ijsQqArMKuCcBjjLmuHMd4TzPJc5j/24iDzrLM9OEbnNud+DIrLI+T7c6sN710ZEfnDmu0xEZovIdZ5pVPV0Va2Rx/JnQcfwyGcNsAcY5us+xhSJqtpiiy0lsAATAQXa51g/BTjL4/VwIAsY5nxdGZgLzADEI11jZ36jcuybAVzofB0FTAfWABWc6y5xphnifB0CvAAczi9v5/p45/r4HOvXA1NzrGsBLCjgPXkGSAdCcqzPdnwgBkczyggveSiwGejkfH2Dc91zHutudr6nLQsozwbgIY/XtwJbivCZz3K9z/ls/7Ok/zZtKR+L1QAYU3ImO3+6awFEpAbQBUevcUREcFy45qrq5wCqehR4DMfdcv+8MvfYd6aqfuPcNwW4H2gD3OhM8wIwS1WnOtNk4WjXP16Ec/sfcE6OTm1XAR8WsF9t4JCzDF6JSDSOPhIfqGpenSSXqupy5+9fOX8281j3BSDk//7VAJoBnp33JuBHO72zo+QOoCeO2pIdIlLfS9J9QJ3C5m+MPywAMKbkzMbRse5KZ893gMuBz1U10/m6FdAAyFmVvMr5Mz6f/F37LvRcqaorgBRgsDNNQy9pjquqtwuUrz4EwoHLwB2MDAc+KWC/Ws6y5SUSmAqEquqkfNJt8Pj9oJd1ro6XtfPJ4wCwGnjb2ZzQWVVTVfWxfPbxSlUTVLW+qkaqo2mgvqru8JI0BYgrbP7G+MMCAGNKiKoq8AGOi9CZztVX82/NAEAN588rPdqhlwHfA3txVIXnxbXvIS/bDjm3u9Ic9JLGb+oY8vYnMNK5qh+wVlX3F7BrJo4787w8CaQBA0TkvHzSJXuURfNZF0oenGnigbeBUcBSZ1+IC/M5blEJjuYYY4LOAgBjStYHzp+jRKQdgKqu9tjuumC+raqdPZZOqlpbVe/PJ2/XvtW8bKvq3L7f43WgfQh0F5EWOAKbDwpID46gJjqf7e8CF+CYUOctXztC+ktV96vqf4C6wBAcAcpXItI6SIeMwfEeGBN0FgAYU4JUdQOODn0XAHeT/e4f4G9gG9Ap574iMl5EBuST/d/AduC0HPt1wNEZ8BeP/LvmSFNNROb5MDtdumsX5359Pdq2P8Mxb8CNOPorTCsgL4AdQFXncECv5+S8M78WR2DzvA95+kVEaonIywCqmuHsR3E1jlqDtkE6bG0cn5kxQWcBgDElbzKOtu2R5Ggjd17s7gXO96zyFpHLcLSvL8krU+e+9+GoLh/i3C8KGA+sw1Gr4Mp/gIic70wTBjwFbFTVwwWUfQuOHvb1nf0Y/gc0dR7/MPAdjgl9flTVtALyAvgRx/+llvklcgZODwPXFRAEFUUMcJOI9PBY1wdIwjFpT0A5+0m0xtG8Y0zwlfQwBFtsKe8LEAucAKbkk+Z8HB31NuG46H+Bo1e7a/tNOIb2KY47+rc8tl0ILMIxNG8bMAmolUf+64EVwCtAjHPbNXnl7dw+zrl+NY72cslxbAV6+vheCI6Okfd6rBue4/jP4ei8uNK57iDwK9AXWOZctwd4Hejgw7qP8ihLtPPcljqXlTiG6fUN0t9BHxxNDA1K+m/SlvKxiGqpmGzLGFMKiUhD4FdVzfeOPsc+I3DUUrRQ1RNBK9xJRkSmA/+o6h0lXRZTPlgTgDEmmIZS8Nj/bNQxtv8D4GuP4ZFlmoiMx9H7/z8lXRZTflgNgDEmoETkfmAj8C2wGDhHvY95Lyif84AZ5aEWQEQuAb7WfCZAMibQLAAwxgSUiNwMJOCY1e4NVX2jZEtkjPHGAgBjjDGmHLI+AMYYY0w5ZAGAMcYYUw5ZAGCMMcaUQxYAGGOMMeWQBQBlkIi0EJF0EYnPsf50EVnonON9snNaWNe2KBGZ5Ny2SETO8HXf4iAi4SJyl4jMEpHZIvKXiAzKkaazc/2fIjLN81n04vCc8xwWi8hIX/c9WRT0GZ1sCvrMysrn5e37Vpq/azmJyHXO9/kPEVkhIv2d60v95ycibURkpvPclorIGF/KWFrOr0AlPRWhLYFfcMwnnwTEe6yriePJby2drycDz3lsfwaY7Py9JY7pVeN82beYzqkxsBmo4nw9GDgO1HO+jsAxhewA5+txwBce+98E/IYj6K2B44lrHX3Z92RZ8vuMTsYlv8+sLH1eOb9vpf27luPcLnWeX6jz9TU4pmYuE58fjmc6POn8vbrzszirrJxfgedf0gWwJcAfqOPJb+/ieEhLvMf6O4HfPF73xfFM+FDnH/F+oJ/H9hk452PPb99iPK/qwMgc6/YDlzp/vxDY5LGtAY551Ws6Xy8FrvLY/h7wqi/7ngxLQZ/Rybjk95mVlc/L2/ettH/XcpzfSqCNl/Vl5fNLAs7zeD0f+L+ycn4FLdYEUPaMcy45nYbjCXAua3A8hKY5jqe3VfeyvasP+xYLVT2gqu4pZUVEcETa+7yVUVW3A8nAKSISCXTEx/Pz3DfwZ+K3gj6jk04Bn1lZ+by8fd9K9XfNRURqAW2Azs5q8t9F5Ebn5rLy+X2P40FYiEhToB2OIKCsnF++LAAoQ0TkbGC1ep92NQ444vH6sPNnLec2vGyv5cO+JaU/jmq2Oc7XOcsI/55DDRx/676eX87tJ4OCPqPSwPMzK/WfVz7ft7LyXWuM4+mMFwGnA8OAh8TxKOpS//k5XQu0FJGNOKatvkdVf6PsnF++wkq6ACYwRCQEGANcnE8yb9M+Sj7b89uWc3uxcXaKegoYpdnnTi8T51eA/M7hpJXzM3NUBpTez8uH71upPTcPkTgudK+qaiawW0Q+BEbjCOTKwjl+DfylqgNEpAHwi4gscm4rC+eXL6sBKCVE5EcROZ7H8jNwBfCTqh7MI4tEHFWJLrEe6xNzrHP9nuiRJq99A8KH83OlE+Ad4L+qutgji5xl9DyH/UCWl3PI6/xybj8ZFPQZnbTy+MxK++eV3/ftpP6uFcIh58+9Hut2APUp/Z8fItIGR83GS+Cuqv8FuI8ycH6+sADARyJSW0QmiMjCAOXXXESmisiXOdYniGPYlGsZDKCqZ6tqxTyWM3B0FjrPtR9QG3hJRL5xZr0QaOVxqLY4qqU24Hhy20Ev2xf6sG9A+HB+Li8AC1T1CxGJFMfz5nOV0RnNxwCLVTUVR2cmn87Pc99AnV8AFPQZncy8fWal/fPK7/t2Un/XCmE9jrZrz6rrmsAuSv/nB47+KADpHuvSgcqUjfMrWEn3QiwtC3AJjs4iiwKU3wjgBuDLHOsTApT/FrKPAqiFI3Jt4Xw9kdxDkyY6f28BHABq+7JvMX4GY4BXgIrOpa3r/cJRXbkV6O98/Si5h+3MwFENVx3YA3TyZd+TZcnvMzpZl7w+s7L2eZF9FECp/655lPVNj7JWwNHZbWRZ+Pyc5dgB3OJ8XQlHoHVvWTg/n96Dki5AaVqAeDwCABw9Rj/AUWX0HtC0kPmNwksAADwI/Mf5zzOmkHl2A2YBKcAy4BGPbafjiE7nOcsd5bEtCpjk3LYIOCNHvnnuW0zvfUsc7Wo5lwSPNF2Av4A/gGlAdY9tAjznPIfF5B6elue+J8tS0Gd0si0FfWZl4fPK6/tWmr9rOcpSAfjQ+RnMB+7n36fIloXPryuOTqm/4xja9xwQVlbOr6DFHgdcCOKY6et5Ve3qfP0XjvG7c53b7lTVi0TkIhxRX067VPUcj/xG4RiDeonHunbAFlVNEpFbgFNV9dognZIxxphyykYBFE1H4AwR6QdE45jlDFWdAkzxJ0NVXe3x8jcctQvGGGNMQFkAUDTLga9VdYVzcoiLipqhiDynqq6LfgscnYaMMcaYgLIAwEfieADGSKCOiDyEo2fztcC9IrIBqAN8UYj8LsTRqbCViNyvqs86N2WIyMs4hox0AG4J4GkYY4wxANYHwBhjjCmPrAagACJiEZIxxphSS1W9zkJoEwEZY4wx5ZDVAPioLDWViEiZOp+c7PxKNzu/0s3O7+ThfOZGnqwGwBhjjCmHLAAwxhhjyiELAIwxxphyyAKAcujRR73NUlx22PmVbnZ+pZudX+lh8wAUwDUM0N4nY4wxpYmrE6ANAzTGGGOMmwUAxpQimZmZHD16tKSLYYwpAywAMKYUGTt2LFWqVOHEiRMlXRRjTClnAYAxpchHH30EwObNm0u4JMaY0s4CAGNKkWrVqgGwfv36Ei6JMYWzdetWLrzwQvr168egQYOIj4/n9ddfB2DlypX06NEDEaF79+4sW7aMN998k9atWxMbG8uuXbvc+SxYsIAePXpQu3ZtbrzxRgAGDRpEVFQUrVq1Ij4+3r3Url2bLVu2AJCVlcVzzz1Hz549iY+Pp3v37jz55JNkZGQAcOLECeLj44mKiuK+++7LVvZbbrmF2rVr06NHD/766y8+/PBDWrduTWRkJPHx8cF/84JFVW3JZwHU8TYZU/L69OmjgD733HMlXRRjCiU+Pl5ff/119+uZM2dq+/bt3a83b96sgK5fv969buLEiRoaGqrnn39+trw2b96sV199dbZ1jRo10nfffTfbuquvvlo3b96sqqrXX3+9XnHFFZqamqqqqikpKTp8+HC98sors+3TrFkzDQ0N1fnz5+eZl6ts9erV8+3kS4jH9cvr9c1qAIwpRbKysgCrATClz4IFC7LdLcfHxzNixIgC97vjjjv46aef3M1fhXHvvfcSFxfHH3/8wf/+9z/eeOMNIiIiAIiMjOTNN9/kyy+/ZNasWe596tevz6WXXsro0aNJS0sr9DFLEwsAjClFDh48CMA///xTwiUxpnAaNWrEs88+S1JSknvd2LFjC9yvY8eOPPLII9x5550kJib6fLz4+Hg6dOhAdHQ0n332Gd26daNKlSrZ0lStWpVu3brx1VdfZVv/2muvsX//fh5//HGfj1caWQBgTCly4MABwGoATOnz6quvMm3aNOrVq8c111zD7Nmzfd53zJgxNGnShFtvvTXfdM8995y7/X/ZsmXu9Rs2bKBevXpe96lXrx4bN27Mtq569eq8/fbbjB8/nuXLl/tcztLGHgdsTCmhqu4agF27dqGqBT7u05Rvd911V7YLYTB07tyZl156qcB0gwYNYtu2bXzyySd89NFHDBgwgOuvv5633367wH3DwsKYPHkyp5xyCl9//TWnnHKK13T33Xcf1113HUCRO+ddeOGFDB8+nGuuuYYFCxYUKa+TldUAGFNKHDlyhMzMTGrUqIGqkpqaWtJFMqZQKlSowHXXXcfMmTOZOXMmEyZMYNOmTT7t27ZtW8aNG8ctt9ziDoTz49mu36xZs2wjCTzt3LmTFi1aeN32yiuvsHfvXsaPH+9TGUsbqwEwppRw/dNr0KAB+/fvJykpiaioqBIulTmZ+XJnXlxuvvlm3nzzTffr/v37U716dY4cOeJzHv/5z3+YMmUKd999N02aNPF5v2HDhnHWWWdx9OhRKleu7F5/+PBhFixYwFNPPeV1v6pVq/LOO+8wdOhQOnfu7PPxSgurATCmlHC1/zds2BAgW2cqY052v/76a7aq9NmzZxMSEkLr1q19ziM0NJTJkycXukq+X79+XHnlldx6663unv1paWnccsstjBw5kt69e+e577nnnsvll1/O/PnzC3XM0sBqAIwpJVwBQIMGDQBITk4uyeIYUyj3338/9913HyEhIWRmZhISEsLUqVOJjo5m5cqVXH/99QCMGDGCt99+m7/++ouXX34ZcFysb7jhBgBatWrFk08+yYoVK9x5Dxo0iD179vDcc8+xdu1aXnjhhVzHf+uttxg/fjz9+vUjKiqKlJQULrroIvekPydOnODss89m2bJlxMfH8/PPP7uHDL700kv8+uuv7rw+/PBDnnnmGfbt20d8fHy25obSxB4HXAB7HLA5WXz00UdceeWVjB8/njFjxrBo0SJOPfXUki6WMeYkZY8DNqaMOHToEOCYqASsCcAYUzQWABhTSrieAFirVi3AmgCMMUVjAYAxpYQrAHA9EMhqAIwxRWEBgDGlREpKCmFhYe5hTBYAGGOKwgIAY0qJlJQUoqKiqFChAmBNAMaYorEAwJhSImcAYDUAxpiiKPQ8ACLSFhgGDALqAHFABrAX2A58B3ypqjsDWE5jyj1XABATEwNYAGCMKRqfawBEpKqITAVWATfguOgvAabguOivBmKAR4AtIvJfEbGJhowJEFcAEBYWRkREhDUBGGOKxKcAQESqAL8DB4F2qlpXVQeo6jBVvUpVR6rqUFXtrarVgQFAa+Dr4BXdmPIlJSWF6OhowPFQFasBMKXN7NmzGTx4MPHx8fTt25fBgwczefJk9/S8gdaxY0c2bNgQlLwDKSsri6uuuoru3bvTsWNHFixYQNu2bYN+XF/v0O8CnlfVSb4kVtU/gLNF5BkRuVhVLRAwpohcNQDgCACsBsCUJtOnT+fGG29kxowZNG/eHIAff/yRCy64gE6dOhX5YTujRo2icePGJCQkuNfNmTOH2NjYIuVbHGbOnMm8efP4559/mDdvHhEREcydO9e9fdKkSUyaNCngUw77FACo6jh/MlfVsf7sZ4zJzTMAiImJsRoAU2pkZWVxyy238OCDD7ov/gBnn302l1xySdCOWxou/gA7duygbt26APTo0aPYjmujAIwpJU6cOJGtBsACAFNaLFmyhM2bN3PGGWfk2vb+++/ToUMHAPbu3cvQoUPp168fPXr0YPLkyQBs27aNHj16ICJMnjyZ008/nVatWrnvkl9++WWmT5/OpEmTiI+P57333uPee+8lNjaWSZMmAXDxxRcTFRXF+PHjGTJkCM2bN+eNN94A4LfffqN169bEx8cDMGXKFBo3bsyoUaMAePHFF6ldu7a7duHRRx/Nlvdjjz1G7dq1ue2227jyyitp2bIlY8aMYcGCBQwZMoSmTZsydepUr+/Nt99+y9NPP+1+CNFnn33GoEGDEBG2bNnC7NmzeeaZZ9zbb7/99iJ+Gh5U1e8FqFuU/UvDAqjjbTKmZHXu3FnPP/98VVXt06ePDhw4sIRLZIxvPv30UwU0LS0t33SDBg3SRx99VFVV9+3bp7Vr19Y5c+aoqurmzZsV0M8++0xVVcePH69nnHGGe9+rr77ava9L//79deLEie7XjRo10ptvvllVVefPn68VKlTQ9PR0VVWdOHGi9u/f35320Ucf1auvvjrP/HPmffXVV+upp56qqampmpiYqOHh4fr444+rqupXX32lrVq1yvO8cx5bVRXQzZs357ndFx7XL6/Xt6L20p8HNCxiHsYYH+TsA3D48OGSLZA56Y2btpo1u44G9Rht61bm0fPbFTmfnTt3MmPGDN5//30AatSowXnnncfEiRPp27evO91ZZ50FODr4TZgwodDH8dw/KSmJxMREd/V7UfXv35+IiAhq1qxJrVq16NSpk/tYmzZtCsgxAqnAAEBELshnc1QAy2KMyUfOPgA7d9pUG6Z0cLX779y5k8aNG3tNs2PHDgBq1qzpXlezZk0WLVqULZ1rKuyoqCi/Rg947g8EdARCpUqV3L+HhYW5X4eFhZGenh6w4wSKLzUAU4DZgLfnCVfyss4YEwQ2CsAUViDuzAOhS5cutGjRgp9//pkbbrgh27Zrr72WW2+9lQYNGgCwb98+GjZs6P7d9fjrYIuIiCA1NdX9OmcNW0HbSyNfOgFuAEarY9x/tgXYH+TyGWOccgYA1gnQlBYhISG88847PP3009nG5U+cOJGVK1fSuXNn6taty+DBg90d6w4cOMD333/PNddc49MxKlWqRHJyMklJSYwYMaLQZWzSpAnr168nNTWVlJQUZs6cmWv7qlWrANiwYQPr168v9DH85To3gKFDh5KRkRGYjPPqHKD/doJ7COiWx7ZHC9q/pBagBZAOxOexfRSwDJjlsfTxks46AZqTQlRUlN5///2qqnrXXXdp5cqVS7hExhTOnDlzdMCAAdq3b1/t3bu3jh49Wvft2+fevnfvXh06dKj27dtXu3fvrpMmTVJV1QMHDmj37t0V0AsuuEC3bt2qnTp10sjISB05cqSqqs6dO1dbtWqlp512mn700Ud6zz33aJUqVbRVq1b63Xff6ciRIzUyMlI7deqkmzZt0osuukgB7d69ux44cEBVVa+88kpt27atjhgxQm+77TaNi4vTJ554QlVV9+zZoz169NDu3bvrfffdp/369XPn/cILL2hcXJw2atRIv/76a7355pvdx1q3bp277IMHD871nnzzzTfaqlUrrVKlivbv318TExN14MCB7rLt2LFDDx48qF26dNFevXrpHXfc4fP7TQGdAMWRpuwRkU+AC4BzVXWWl+2jgC3etuVI54gCyuj7ZEoHVSUkJIRHHnmEcePG8cADD/DCCy9kq5I0xhhPIo6We1X11oRf+HkARKRnEcsUdCJyGnAc2FfSZTEmEFwXelcTgKsDVGZmZkkWyxhTivkzEdA3AS9F4I1zLgW5UURmi8gsEbkl2IUyxl8pKSlA9gAAsBoAY4zf/JkHwGtVwslCRM4GVqvqDlf1Rx72Aj8Dk4CawCwRCVXVV4NfSmMKJ68AICUlxf14YGOMKQx/agBO2sZwEQkBxgBPF5RWVX9U1YnOvhKJwKtAnrUAIpJt8XzghDHBljMAcD0V0LXeGGMSEhKyXacKUtSZAE82VwA/qepBP/bdBjTKa6N1AjQlKa8agBMnTpRYmYwxJ5eEhIRsN6cFBQFl7WFAfYHznG36s4DawEsikqvfgojcn2NVHLAr+EU0pvDyawIwxhh/lKkaAFW90fO1iGwB7lLVWSLSBngNOENVM4GzRWS+qs4WkRjgRuDDYi+0MT5wXehdVf8WABhjisqfAGB5wEsRYCLSDXiWf2sAvsbR4a81EA5kAi8Ajzj7DVQEZuBD3wFjSkJefQCsCcAY469CBwCqOjgYBQkkVV0AxHvZVM8jzXfAd8VVJmOKwpoAjDGBFpQ+ACJiVenGBJDrTt8CAGNMoPjdB0BEmgP9cVSzh+bYPKgohTLGZGc1AMaYQPMrAHDOmvcqeU8KZGPmjAkgGwZojAk0f5sA7gduBWqqakjOBVgRuCIaY2wiIGNMoPnbBLBPVd/KZ/tIP/M1xnhhTQDGmEDztwZgioh0yGf7jflsM8YUkgUAxphA86sGQFWfEpHxItIM2AAk50gyFLi9qIUzxji4LvSRkZGA9QEwxhRdUToB3pdPEusEaEwApaSkEBUV5Z7bOzQ0lPDwcKsBMMb4zd8mgAdwVPPXsE6AxgSfKwDwFBUVZQGAMcZv/nYCTFTVd/PZbp0AjQmgEydOWABgjAkof2sAfrFOgMYUn7xqAKwPgDHGX/7WAKQCU0VkKdYJ0JigsyYAY0yg+RsAPOT82SSP7dYJ0JgA8hYAREdHWwBgjPGbv00Ay711/rNOgMYEh9UAGGMCzd8A4JECtlv1vzEBZH0AjDGB5lcAoKrTCtj+h3/FMcZ4k5KS4p7/38VqAIwxReFvDUC+RGRqMPI1pryyPgDGmEDzdybAgpoAuvmTrzHGO2sCMMYEmr+jABIK2G6jAIwJoLwmArIAwBjjr4CNAgAqAl2B14BeASuhMcZrDUBMTIwFAMYYv/lbA3BFzhWqmgwscU4ONAfoW5SCGWP+ZQGAMSbQ/B0FsLaAPBt4rhCRF/w5jjHGIa8AIDk5GVVrcTPGFJ6/nQCv8rYaqAqcD6SLyEjnOnBMDXyvXyU0ppzLyMggIyPDawCgqqSmpubaZowxBfG3CWCSD2kme/xutyjG+Ck1NRUg1zwArtfJyckWABhjCs3fAGAtcI6PaQX43s/jGFPuucb6e6sBAEcAUK1atWIvlzGmdPM3ABinqlt9TSwir/h5HGPKPV8CAGOMKSx/OwF+Xsj0b/tzHGOMBQDGmOAIylTAxpjAcQ31swDAGBNIFgAYc5IrqAbA5gIwxvjDAgBjTnLWBGCMCQYLAIw5yeUVAHgOAzTGmMKyAMCYk5zVABhjgqHAAEBEmonITBHZJCIvikiUx7YFwS2eMcY6ARpjgsGXGoDXga+BS4GawK8iUtG5LTxYBTPGOLgu8BUqVMi23gIAY0xR+BIAxKnqq6q6WFVHAr8Av4hIJWyKX2OCLikpCcgdAFgfAGNMUfgyE2C2CchVdZyIZAI/AxW972KMCRRXAOC643cJDQ0lMjLSAgBjjF98qQFYLyIDPVeo6hPAdKB5UEpljHHLKwBwrbN5AIwx/vClBmAkXqr6nTUBXwS+SMYYT0lJSURFRREaGpprW3R0tNUAGGP8UmAAoKqH89m2JqClMcbkkpycnKv93yUmJsYCAGOMXwo9D4CI9AxGQYwx3iUlJVkAYIwJOH8mAvom4KUIAhFpISLpIhKfT5p7RWSxc7mv+EpnjO8sADDGBIMvfQBykoCXIjgeA9Ly2igiZwHXA52dq5aJyBpV/b4YymaMzywAMMYEgz81ACf92H8ROQ04DuzLJ9mNwMeqmqKqKcBHwE3FUT5jCiMpKcnrCACwAMAY47+y+iyAcc4lP6cB6zxerwG6Bq1ExvgpvxqAihUrcuzYsWIukTGmLChzAYCInA2sVtUdBSSNA454vD4M1ApWuYzxV36jAGJjYzl8+HDxFsgYUyaUqQBAREKAMcDTPu7ic3OGiGRbEhIS/CmiMYWWXw1A1apVOXToEKonfcucMSbIEhISsl2nCuJPALDcj32KyxXAT6p60Ie0iUCsx+tY8ukzoKrZFgsATHEpKADIzMx0zxZojCm/EhISsl2nClLoUQCqOtivkhWPvkB7ETnT+bo28JKIbFXVC3OkXQi08njd1rnOmJNKfgFAbGwsAIcOHaJiRXs0hzHGd0FpAhCRD4ORb0FU9UZV7a2q8aoaD+wB7lLVC0WkjYjMEBHXfKpvAZeLSJSIROGoPXirJMptTF4yMzNJSUnJtwYAHAGAMcYUhj/zAAAgIs2B/jjusnNOUj6oKIUqKhHpBjzLvzUAX+N4emFrIBzIVNXpItIO+NO52/s2B4A52biG+OU1DNAVAFhHQGNMYfkVAIjILcCr5D0pUIn2SFLVBUC8l031cqR7AXihOMpkjD9cAYAvTQDGGFMY/jYB3A/cCtRU1ZCcC7AicEU0pvxyde6zJgBjTKD52wSwT1Xzay8f6We+xhgPvgYA1gRgjCksf2sApohIh3y23+hnvsYYDwUFAJUrVwasBsAYU3h+1QCo6lMiMl5EmgEbgJyTkQ8Fbi9q4Ywp7woKAEJDQ6lSpYoFAMaYQitKJ8D8Hp9r05IZEwCuC3uVKlXyTFO1alVrAjDGFJq/TQAP4Kjmr2GdAI0Jnr179wIQFxeXZ5rY2FirATDGFJq/nQATVfXdfLZbJ0BjAiAxMRERoUaNGnmmqVq1KgcP+jL7tTHG/MvfGoBfrBOgMcG3d+9eatSoQVhY3rF6nTp12L17dzGWyhhTFvhbA5AKTBWRpVgnQGOCZu/evflW/wPUr1+fnTt3kpWVRUhImXrApzEmiPwNAB5y/mySx3brBGhMAPgaAKSlpbFv374C0xpjjIu/twvLvXX+s06AxgSWLwFAgwYNANixY0dxFMkYU0b4GwA8UsB2q/43JgD27t1LrVq18k1Tv359ALZv314cRTLGlBF+BQCqOq2A7X/4VxxjjEtSUhJJSUlWA2CMCQrrMWTMSSoxMRHIfw4AgJo1axIeHm4BgDGmUCwAMOYk5RraV1AAEBISQr169awJwBhTKBYAGHOSWrt2LQCtWrUqMG3Dhg3Ztm1bsItkjClDLAAw5iS1atUqoqOjadIkr9G2/2rcuDGbN28uhlIZY8oKnwMAEbk4mAUxxmS3cuVK2rVr59PkPk2aNGHXrl2kpqYWQ8mMMWVBYWoAnhKRvB9JZowJqFWrVtGhQ34zbv+rSZMmqCpbt24NcqmMMWVFYQKAmsB0EflTRB4TkT4iEhqsghlTnu3bt4+9e/fSvn17n9K7mgmsGcAY46vCBADrVLUncD6wGhgFrBCRb0TkVhFpEYwCGlMerVq1CqBQNQBgAYAxxnc+PwtAVXs7fx4EPnMuiEhrYDDwoog0Bv4CflLVrwJeWmPKCVcA4GsNQN26dQkPD7cAwBjjs0CMAtiK44mAm4Ao4Drg8wDka0y5tXLlSqpVq0bt2rV9Sh8aGkrjxo3ZtGlTkEtmjCkr/AoARKSziNwvIjOAg8B3wM3AbhzPCegZuCIaU/r98MMPDBgwgLFjx7Jy5coCe+u7OgCKiM/HaNGiBf/8809Ri2qMKScKMwxwpIh8KCK7gcXAM0B9YAJwEVBNVfup6hOquiA4xTWmdPrf//7HrFmzeP755+nYsSMDBgzIM62qsmrVKp+r/11at27NP//8Q1ZWVlGLa4wpBwpTAzAZuAJIBG4EmqhqK1W9XVW/VdXjQSmhMWXAmjVrOPvss9mwYQM33ngjf/31Fxs2bPCadvv27Rw7dqzQAUCrVq1ISUmxGQGNMT4pTADQHrgX2AncBzwiIsNFpHpQSmZMGZGZmcm6deto164djRs35oEHHgDgiy++8Jp+48aNgKNKvzBat24NwN9//12E0hpjygufAwBVXaOqL6nqOUAH4COgC/CTiCwQkadEJF5EfB5ZYEx5sGnTJlJTU2nbti3gmLe/R48e7gBgz549nDhxIlt6gKZNmxbqOK5nBlgAYIzxhV+dAFU1TVV/U9WxqtoVOBf4B3gbOCQi0wJZSGOKW1JSEitWrAhIXqtXrwagXbt27nXDhg1j6dKlfPvtt7Rs2ZIBAwaQlpYGOMbyh4aG0qBBg0Idp1atWsTGxrqPZ4wx+SlMJ8DBXta1FpHbgfeBV4AWQAWgcLcuxpxEVJXhw4fTuXNnZs6cWeT8XE/1a9OmjXvdJZdcAsCFF15ISEgI8+fP58UXXwQcNQCNGjUiLKxwlWkiQt++ffnxxx/96gj48MMPc/bZZxd6P2NM6VSYGoDxIlLN2e4/QUS24pgR8GUcw/5+BK4HGqlqu/wyMuZkNm3aNL7//ntiYmIYNWoUqlqk/Hbu3EnVqlWpVKmSe12DBg04++yzadOmDb///junnnoqv/zyC+AIAHx5AqA3w4YNY/v27cyfP7/Q+/7www9Mnz6dHTt2+HVsY0zpUthOgInAJ8BIYAuOMf/dgZqqOlxV31PV7QEvpTHFaMaMGVSoUIGXXnqJbdu2FblKfc+ePV4n9Pnuu+9Ys2YNHTp0oHv37ixcuJCsrCw2bdpU6PZ/lwsuuIDIyEjuuOOOPB8MpKrs2bMn27rMzEzWrFkDwPfff+/XsY0xpUthAoAU4E3gQqC6qvZX1SdVdaEW9RbJmJPIunXraN26NYMHO1q9itoMkFcA4PmY327dunHs2DEWLVrEvn37/K4BqFy5Mh9++CFr165lzJgxXtNMmjSJBg0aZJs2eNOmTaSkpAAWABhTXhQmAFjkHPM/zcb8m7Js3bp1tGnThkaNGtG0aVN+++23IuWXVwDgqVu3bgC8/PLLAHTp0sXv41166aWMGjWKb775hiNHjmTbpqq8+OKLZGRkMHv2bPf6lStXAo6RB+vWrfP72MaY0sOnAEBEYlR1YGEzF4fIwhfLmJJx/Phxtm3b5h5THx8fz5w5c7z2A0hPT/epf4AvAUCrVq2oWbMmn376KaGhofTu3du/E3AaOXIkKSkpfPVV9mdy/fnnn+4HDf3555/u9atWrUJEGDBgAHv37i3SsY0xpYOvNQD3isiLhcnYeeH/DhhU6FIZU0Jcc+m7AoBu3bpx8OBBtmzZki1deno6LVq04Nlnn803v+PHj5OUlESdOnXyTRcSEsJVV11FVlYWXbt2zdZh0B/dunWjXr16/PTTT9nWT58+ndDQUPr27ZsrAGjatClNmjTh6NGj7uaAYFFVnnvuOfekR8aY4udrAPAU0FxElovI1c7H/uYiIqEi0kZE7gbWA0tV9YcAldWYoHNVf7uG7HXt2hWARYsWZUv3+++/s3Xr1lwXWNdYfhdXZztfnup33XXXAeT7nABfiQgDBw5k5syZ2WopZsyYQbdu3TjrrLNYu3Ythw8fBhxNAB06dCAuLg6AxMTEIpchP8uWLeP++++nefPmHD16NKjHMsZ451MAoKqZwBAcj/l9EdgoIqkiskdEtojIVhFJxNFRcBVwBzBWVR8KUrmNCQrXHamrF3779u2JiIjIFQBMnToVcAQGrjH306dPJzIykrlz57rT7d69G/AtAGjdujW//vor999/f5HPAxyBxL59+7jvvvtISEhg06ZNLFy4kIEDB9KpUyfAMUdBSkoK69evp3379u4AINjNADNmzHD/nteUyMaY4PJ5phFVzQKeFJHxOKr144HaQC0gE9gL7AB+tKcBmtJq8+bN1K1bl6ioKAAiIyPp2LEjCxcuRFVJTsvkaEo602YvpGKDNqRlwSczl1K1ei1GP/oaFTqczn+/W8zqjNpkZCnLV+ynSq/LmJEYxfKf/iZTlawsJTNLyXTemYeKEBIihIgQGlKP5QsTCQnZ514fFiJEhoUQFR5KZHgIUWGh7t8jw0KJCndsi4kIpWJkGBUiwggJcdQAALzwwgsATJgwgczMTAYPHkz9+vUBR41HTEwMmZmZtG/fnlq1agHFEwC0aNGCjRs35mpeMcYUD7ERfPkTEQWKPBmMOblkZikHk9LYfzyVA8cdP/cfT+XVdyeTHhJBv0FncTQlnaMp6WzavpvjqZmEV6hCZpb/fwchAqHuC70QKuIoiypZqmRlOX4vyjEARKBiRBgVo8KQjFQqRYdz7MA+1q9dSeN6cVxw1mCqRIfz6Nh7OXtQP1o3acATD4/ltx+/Ja5qRVo2b8Z7773H6NGji1SOvKSnpxMbG8vo0aOZMmUKp59+OpMmTQrKsXy1e/duNmzYwCmnnEKFChVKtCzGBIo4/8eoqnjdXtYubM6piYcAAtQE3lHVV72kiwfeAjxnRHlNVb/Mkc4CgFImPTOLvUdT2HU4hV2HT7DryAnHT+frfcdSOZichtePNDODCE2jcb1aVI4Kp3J0OIf27mT2rz9xzYjhtGragMSd23j68QT+7757ee6ZJxly/rm0bdmchx4YQ8e2rdmzczvrVq8kLCSEcQmP8vxzz5KacoLQ0FCfzyHLWUOQ6awtSM3IIiU9k5T0TI/fs0jN+Pdnclomx1MyOJaawbGUdI6nZHA81bEcPZHGrn2HCImI5liqI22ex05NpkpUGE3q1SQ2JoIaFSOoWSmSmhUjqVU5yvkzkpqVIqkUGeb+J+OrZcuW0aVLFz755BNefvllYmJisjUJFDdVpXHjxmzbto3rrruOd999t8TKYkwgFRQAlMUn910HDFbVRBFpAawVkfl5NEs8o6qTird4JhCS0zLYsj+ZrQeS2HwgiS37k9iyP5ltB5NJPJZCzpvo2Jhw6laJpn7VaE5pVJUaFSKoUSmSGhUjqe78PTYqlNrVKnP//ffz5N1Puvfdtase9cZeRL2zW3DDqHjeffc3ktfO4Yr+E/n0hSSObFjC8eh0sg7t4rLz7+D+++/n2MF91K1bl317dxNXq2ahLv6Ao0kAIdy5W4UAD6ZNzcjk0hGjWLNxGxmhkdRt3IJb7r6fw8lpPP7sS8R26Ey1CvU4lJTGxsTj7DuWSlpm7ucLRIWH/BscVIqiVuVI6lSJpk6VKOpUiaJubDRxlaOICPu3u9HixYsBOPXUU2nQoAHLli0L7MkV0tatW9m2bRsVKlTg448/5oUXXqBy5crFcuzt27czc+ZMrrrqqmI5njGeymIAMFJVEwFUdb2IHAIaA2WuX0JmZia//fYbPXv2pGLFiiVdnKA4kpzOP4nH+HvPMf7Z61g2709i79HUbOlqVIykSY0YejevQb2q0dR1XnwcSxQxEQX/qW/dupWMjAwaN26cbX3dunVp1qwZc+bM4Z577mH16tXExMTQuHFjmjdvzoYNG4iMjKRJkyZ0794dgBUrVlC3bl2f5gAoCZFhoXRs0Yhpn/8PgHG3jODKHo0AeOmGn2hQ7RCTnrvenV5VOXoig8RjKew7lkrisVTnz39fb9x3nLkb93M0JSPbsUQcn0/dKlHUqRLNulUnqNn3MtYlxRDTsB07Z/5JRmYWYaF+PZy0yP766y8Ann/+eW6++Wa++OILrr322qAfNyMjgxYtWpCamkqvXr1o3rx50I9pjKcyFwCoqvsZriIyFDgO/JxH8iEicjWO9+EnHDUCGXmkPalkZWXRv39//vzzTx555BHGjRtX0kUqkswsZeO+46zccYR1e47y997j/LPnGHuO/jsevWJkGC3iKtKneU2a1IihcY0KNK5egcY1KlAxsuh/yq7OaDkDAICBAwfy6aefkpaWxurVq2nbti0hISE0b96cn376ibCwMFq2bEmLFi2Af0cTnKwBAMANN9zABx98wOHDhxkyZIh7fVxcXK5OgCJClZhwqsSE07RGDG+//Tbr1q3jscceIzY2NlvapNQMdh9xNLl4/tx9JIX1icfYGlqPmF5XcvunyyCsKzWv7Urrh6dTv2o0DarFUL9qDA2qRdOgagwNqsXQoGo01SpEFLqpwVfz5s0jJiaG6667joSEBP74449iCQDef/99UlMdgeyPP/7I7bffXqj9lyxZQpcuXYL2vpjgOffcc+nRowcPP/xwiZajzAUAACLSAfgMx6OJh6nqYS/JjgB/AS8AUTgmLaoK3FtMxSyS9evXuydy+eWXX0pVAOB5sV+507Gs2XWUE+mOdunIsBBaxFWkV/PqtIqrRMvalWgVV4k6VaKC+s/OddH2Ng//BRdcwLvvvsvPP//MwoULufTSSwFo3rw5KSkpLF++nP79+1O7dm1iYmKyBQBFmdY3mBo2bMiGDRs4cuQIVapUca+vVasW69evz3O/CRMmcOuttwKO87/jjjuyba8QGUbzWpVoXiv3ZEYpKSnExsZyw213cfO9D/DVDzMY/9q7XHfnGNLCK7H9UDKrdu7mUHJ69jwjQt2BQX2PwKBxjQo0rBZDVHjhmlg8zZs3j65duxIWFkaHDh3c0yIH21tvvUWnTp1ISkoqdAAwd+5cevfuzdSpU7nwwgsDWq7jx48za9Yszj33XAsugmDv3r388MMP/PDDDzRu3JiRI0eWWFn8CgBEZLSqvp/P9s9VdZj/xSoaVV0JtBWRLsCPInJBzj4AqroUWOp8edw5vPFLEfmPt4cb5fwiPProoyQkJASl/L5wVVsOGTKEadOmcfTo0WJrtyysI8npLNl2iMVbD7Fo60GWbz/ivthHh4fSvl5lLuvWgA71qtChXhWa1qxIaEjx/+NZtWoV0dHRXgOAQYMGER0dzfXXX8+RI0cYOnQoQLZq29atWyMiNG3alI0bN5KZmcnevXtP2hoAgIiICGrWrJltXVxcXLZZAj2lpqby+OOP07NnT5KSkvj0009zBQD5mTt3LqmpqZwR34c2dSpzZsf6PLzsRwZUu4kLLujvTnc8NYPtB5PZfjCZtdv3sX7XQVJCo9l+8ARzNx7I1olRBOpUjqKRszaocXVH7VATH4KDrKwsVq1axfXXO5o7OnTowJtvvklmZmah+20UxuLFi1m6dCmvvfYa69at47333iMjI4OwMN/+Jf/wg2N+td9//z2gAYCqct111/HZZ5/x+++/06dPn4DlbRyWLl3q/v2TTz4JaACQkJBQqJtBf2sAHhSRT1T1RM4NInIuMNjPfANKVZeKyPc4Jia6soDk24AYHCMHck2DdjKMAkhLS0NECA8PZ968eVSpUoVbb72VqVOnMnv2bM4///ygHl9VC7wjUFW2HzzBwi0HWbT1EIu3HuSfvY5nR4WGCG3rVGb4aQ3oWN//i/2BAwd46623uO2227LduRbVypUradu2rdd//NHR0Vx++eW8/74j7h00yDHDtWcAMGLECACaNWvGhg0bOHDgAJmZmSd1AOBNXFwc+/fv93pB+uOPP9i5cydvvPEGq1ev5oEHHmDz5s0+P71wxowZhIaG0q9fPwAaNGgAODrDeaoYGUabOpVpU6cyHzz9Hz766CMeeughJjz+OKqOIZzbD51g64Ek/t51iF1H09l6MJnpq3LXHtStkndwsG/PLpKTk91TP3fo0IGUlBQ2btxIy5Yt8z2XjIwMVJXw8PACz3vfvn0MHz6c66+/nssvv5wJEyYQFRXFiBEjmDp1Kq+99hqbN292NyEV5JdffgH+vREIlClTpvDZZ58BMHHixIAGAMnJyaxfv56OHTuSlZVFVlaWT+9dWbNkyRLA8byOr776itTUVCIjA9PLNyEhIduNaYE1OKpa6AU4CCwDBnmsqwp8CGQBmf7kW9QFqA4MzbHuFWCKl7R3AFEerwcCqUBojnTqeJuKR3p6uq5cuVKTkpJybevXr582a9ZM09PTtVOnTnrGGWdoSkqKVqlSRa+88sqgluuRRx7Rpk2b6uHDh3Nt23v0hE5dukPv+2KZ9np6hjYa8502GvOdtn90ul713nx95dd/9M8N+/R4SnqRy5Genq79+vVTQMeNG5dt24oVK/Ttt9/WrKwsv/KOi4vTUaNG5bk9JSVFb775Zn311Vfd6zIzM/X222/XBQsWuNfdc889Gh0drcuWLVNAv/jiC7/KU1Jef/11BXT37t25tj388MMaEhKiR44c0W3btmlYWJjefvvtPufdrVs37dmzp/t1ZmamhoeH65gxY/Lcp1GjRgpo9erVc22bOXOmAvrEE0+41x1OStNl2w7p1KU79KVf/tG7P12qQ17/QzuP+8n9t+laujzyndYa/qSOem26vvf7Jn1n2h8aViVOP//iy3zPY+LEiRoeHq5NmzbV1NTUAs/7lVdeUdf/kq+//lorVaqkI0eOVFXV+fPnK6BTp04tMB9V1YMHD2pISIhGR0drZGSkT8fPz4kTJ/Suu+7S0aNHa5MmTbRdu3Z61VVXacWKFfXEiRNFytvT/fffr4C2b99e69evr+3bty9y2UujoUOHarNmzXTq1KkK6KxZs4J2LI/rl/drZl4b8luA14BGwEzgPRx313uAQ8ANwDJ/8i3qgqO3/zIgxvm6Jo47+9uAGsDvQDXntknAVc7fQ4EpwEQveRZrAHDjjTcqoHFxcZqSkuJen56e7v4wb731VhURffzxx937REdH65EjR4JSpmnTprmPPWXKFD16Ik1/WrVbH/1mlZ7+wiz3P9MOj07XGz5YqJPnbta1u49oZqZ/F+L8zJgxQwGtWbNmtvdoz549WqdOHQX0008/LXS+iYmJCugLL7xQ5DK6LqATJ05UQH///fci51mcvvjiCwV0+fLlubb169dPu3bt6n49atQojY6O9hos5PTrr78qoOPHj8+2vkmTJnr55Zd73efYsWMqIlq1alUFNDEx0b0tIyNDa9SooYDGxMRoWlpansfeunWrfvLJJ3ooKTVbcHD2uE+19sjntd3DP2YLDJqO+VbPeHG23vThIn12+lr9ctF2XbL1oB5OdhzjzDPP1IiICAX0gw8+0KuvvlpvueWWPI/fq1cvbdWqlTZs2FBjYmKy/V0cPXpUAX3qqacKfA9VVefMmaOAXnvttQpkCz798c033yiglStXVkC///5798Xpzz//LFLentq0aaOAnn766dqrVy8F9KWXXgpY/qVFs2bN9JJLLtHDhw9rSEiIPvzww0E7VlACAP334tgER3V5JjAfqFOU/Iq64OjM9ziOzn2zgeVAAo5nHjQA9gH1nWl7Az84g5iFwDtAZS95FlsA4PrSub4c06dPd29buXKl+8N0LWvWrFFV1b/++ksB/b//+z+/jpuenq4XX3yxfvDBB163Dxs+XKs1bqNVe16ip/xnsjb7v++10ZjvtPVDP+rI9+brm7M26IrthzUjABf8gwcP6oEDB/Lc/vjjj7vvql0XWVXV22+/XcPDw7Vdu3Zaq1atbMGTL3755RcF9Oeffy5K8VX13wvdiBEjFNB//vmnyHkWJ9cFJud7kZKSopGRkXrPPfe41/3zzz8aHh6uV111Vb55ZmZmatu2bbVZs2aanJycbVu/fv20T58+Xvf7888/3UEvoLNnz3ZvW7NmjQJ66aWXKqD/+9//dOnSpTp37txstUDJycnavn17BfSVV17Jlv9tt92mlStX1szMTE08mqLzNu7Xev2GaZ/bX9TRExdo/HMztanz7921nPLYz1p35HPa+67Xtdm5N2rl1r01rGpdRUJ0//797ry3bNmiqampum3bNnctxcsvv6yA3nTTTdnK0aBBA59r8d577z0F9Ntvv1VAP/74Y5/2y8sdd9yh0dHRmpycrFu3blVV1V27dimg//3vf4uUt8vWrVuzBdhZWVkaHx+vTZs2DUj+pUVqamq2i36XLl104MCBQTtesGoAfgZGA4eBAziq0+cAzwCRwM3+5HsyLsUVAOzZs0dr1KihXbp00SNHjmhMTIzeeuut7u0ffvihAjphwgR3NZpLVlaW+25g3rx5BR5r5syZ+umnn7r/SX7wwQcKaFRUlK5du1ZVVU+kZeisvxP1wa+Waf2b3nP/82t887v69A9r9a+N+zUlPSOg70FWVpZ27dpV+/Xrl2eas88+W9u2batZWVnavn177dSpk6akpGi1atV02LBh+vPPPyugH330Ub7HmjlzZrYakzvuuEMjIyO9NnEU1pEjR1RENCIiQitWrJjvnenJ6O+//1ZAP/zww2zrV69e7fW9HTNmjAK6efPmPPP8+uuvFdBPPvkk17YRI0Zoo0aNvO732muvue9EAX3rrbfc21x/t8uXL9cuXbpoZGRktmp2l8cee0wB7dKli4aHh+uWLVvc2wYNGqSnnXZatmP26tVL4+Pj3a9T0zN1/d5j+tOq3frmrA06+q3fNG7EeG3zwLfZAoOG/5mqpzw0Va+bvFDv+9+fGtvlbD175K36+LP/VUDXr1+v6enp+u233+aq+j7zzDP1lFNOyfP98/R///d/GhYWpocPH1ZAn376aZ/2y0vbtm31jDPOyLW+fv36etlll3ndZ8aMGbp06VKfj+H6v7Vq1Sr3uldffVUB3bhxY6HLXFqtX78+243LHXfcUWDtVVEEKwDIdC5fAXHOdQLcBSwBdvqT78m4FFcAcOedd2pYWJj7rv7CCy/URo0auS/S99xzj0ZFRWl6errecccduaq59+/fr4A+99xzBR4rNjZWAR00aJB+/PHH2qxZM23durVWqV5LB179H73lo8Xaxlkl2vz/vtOaQx/RsRO+1/974jkFAnKR9Ob3339XQENCQrzWAmRmZmrVqlX1uuuuU9V/74TOOeccBfSHH37QzMxMbdGiRZ53lKqqb731lgLas2dPTUpK0oyMDK1du7ZefPHFATuXDh06KKDnnntuwPIsLocOHVJAn3/++Wzrv//+ewV07ty52davWLFCAZ08ebLX/LKysrR79+7atGlTTU/P3Q9k7NixGhYWphkZuQPKK664QmvVqqWZmZkaExOjd955p3vb7bffrjExMZqRkaFr1qzR2rVr67333qs1a9Z0NykcP35cq1evrueff75u27ZNIyMjtWfPnvrMM8+4ay/uuuuubMccMWKENmzYMM/3x9Wev3XrVj2UlKqLthzUzxdu08YX3Kkdbn5VT39hlja+75tswUHjuz/XIa//ofd8tkxf+229/rBil67bfVRPpDnO+T//+Y9GRkbq8ePH8zyuyyWXXKItW7ZUVdUaNWrojTfeWOA+edm7d6/XZhlVR1u1tzv0f/75RyMiIrRRo0Y+X7hc5+dZM7N27VoF9O233/a7/L7av3+/duvWTf/666+gHys/06dPV0DnzJmjqqqff/55QJpx8hKsAOAIcEke25oBu/zJ92RciiMA2L9/v8bExGSrRnXd+bjuVrzdqeRUr169bNWIGzdu1PHjx2f70h04cEABrVKlijZq1EglIkZjOw3Wi1/8UZuOcfzTanbvF3r1q9P1t7V79erR12nlypU1NTVVP/30UwV05cqVAX4HHEaMGKGhoaHuKv6cVq1apYC+9957quoICM477zwF9KyzznJfXJ5++uls752npKQkjYyM1A4dOqiI6DXXXKOTJk1SQD///POAncsNN9wQsD4FxS0rK0sjIiL0/vvvz7be1bdh165d2da7ArNrr73Wa36zZs1SQN944w2v21357ty5U1VVf/rpJ61Zs6a2aNFCY2Nj9eqrr1ZV1VNOOSXbnWrPnj2zBXquv/Nrr73W/TfrWYOg6ujMWqFChWxNaStWrMhWnoceekhDQkLyvLhdeumlXgOEK664Qhs2bKjHjx/XkNAwve6usXraBaO0UtcL9byEj3T423O125O/ZA8Mxn6nvZ+Zoec8+71WHXSD/uftb/X3f/bpzkPJefah6dy5s55zzjmqqnrqqafqmWee6TVdXrZv3+6ugfjtt98U0F9//TVXuv/+979e+4IMGzbM/T3NWUuUl+HDh2vz5s2zrcvKytL69evrpZdeWqjy++PZZ59VQEePHh30Y+XnjTfeyPa3vnPnzoA2teQUrADgfwVsf8KffE/GpTgCgJdeeinXP6KlS5e62zVVVevWrZtvD3VV1XPOOUc7duzofl2rVq1c+U6bNk0lIlqf/OhXHfX+PG06Zpo2GvOddnvyF73vkwVau2NfrVylioaFhen06dO1evXqesUVV6iq6ty5c92dhAItKytL69Spo8OGDdPKlSvr9ddfnyuNq8pw06ZN7nXHjx/XH3/8UTMzM93rNm7cqIA+++yzufJYuHChAvrVV1/pww8/7P6C9OvXL6DVcB9//HGuKs/SpEGDBu4Lr8t9992nkZGR2d5rlwsuuEBbtGiRa316err27dtXa9Wqlavt38XVydTVfHXppZdqpUqV3J/Nl186euSPGDFCGzRo4M43Kioq19276r81Fd9++6126NBBTz311FxpFi5cqBEREdlGJLi8//77CuiGDRtybXP9nbq+E56eeuopd98d+LdX/+bNm7PVbhxLSdcV2w/r1KU79MWf/9bbPl6i57w0Wxve82W24KD1Qz/qWS/N0Vs+WqzP/7ROv16yXZduPagVq9Zw14QMHTpUW7duna0cCQkJWrt2bX3uuef08ccf1+HDh+uHH36oKSkpGh8fr4A7uHPVhm3bti3X+Rw4cEArVKigI0aMyLbedaPRrFmzbDVchw8f1o4dO3rt1d6zZ0+vbd1DhgzRdu3a5VofSJmZmdqsWTMFx0gSb7VQhXXs2DF96KGH9Jlnnsnz79qbe++9V6OiorJ9h+rVq5frPQ6UoAQABS3AG8HItySW4ggAevbsme3Crero4VypUiW9+eab9ciRIwroM888k28+Y8eO1fDwcE1NTdXly5e7P/yXX35Z0zMy9bd1e7XfmPe1wT1faaMx32mvp2fo49NW66ItB7PdbRw+fFjbtGnj7q3s+gfsilbffPPNgJ37li1bdNmyZe6L9ptvvqmDBg3S7t27u9PMnj1b9+3bpxdffLE2btzYp3xPO+007datW671rn/u//zzj6anp+tbb72lDz/8cLbe5YGQmZnpbs4pjU477bRc7cKXXnqpu+o5p+eff14h99DBBx98MFubpzeudtE333xTU1JStFKlSnr99dfryJEjNSYmRo8ePaqqqk888YQCeuzYMffft7e+HmlpaVqrVi2tWLGiAvrOO+94Pe6xY8e8jpxxDS385Zdfcm3bsGFDnt8BV2/6K664QgHdvn17nufszcVDh2rNhs3152Wb9cO/tui4b1frqPfna79nf9MmY7MPX2zzf9/opW/N1f73vaPVeg3Tn1fv1g2Jx3T5ylUaFhamcXFx7u9/3bp1FdCWLVu617n6G7iGrHoL6lQdF6yQkBB3lbXrf9FTTz2lo0eP1urVq7trXlz9PIYPH54rn3r16uUKKFVV77rrLq1QoYLfQ3d9sWPHDgV0wIABCkUfdpeVlaWXXHKJ+7188MEHfd53yJAh2rZt21zrWrZsqVu3btXevXsH9AYrWDUAVxWwbPEn35NxCXYA4Ood620I0Jlnnqnt27fXBQsWZLujyIvrrnPFihXuu5GqzTpp1xue0VMf/1kbjflOm9z7pba4/GFdtOVAvl+6BQsWaL169fS+++5z3724xmznNdpg06ZN+fbgz+nTTz/VkJAQjYiIcPfuX7lypV5//fVaq1YtVf13iBSgVatW9bkK74EHHtCwsLBc8yncfffdGh0d7bW92fzroosuyvWPyltQ4OIay+7ZjHLgwAGNiYnxerfsybMq+IcfflBAv/vuO01OTtb169e703311VcK6MKFC939P/7++2+ved59990KaKNGjfTYsWO+nraq/vud9HaRdw3t9NYM5goOAK1Vq1ahL2qLFy/WkJAQHTZsmJ5//vl65plnumshUtIzdP3eo/rUB99r5e5DdeSrP+nQN/7U1v+Xo6/B/d9qvRve0RFv/6F3T/5dn/t6rv65PlH/b9zT2r5DBx07dqw++OCDGhoaqseOHdPzzjtPO3TokGeZjh49qk2bNtVWrVppVlaW+3OeMmWKvvvuu+5gWtXRoQ3QChUqZLsrTktLy3O4m6v2c9++fYV6rwrDNR/HpEmTNCwsTMeOHVuk/FydYceNG6eXXXaZRkdH6549e3zat0OHDnreeedlW+cKbMeOHev++/ntt9+KVEaXggIAfx+/NSmfZSKOIXfGB5MnTwbgsssuy7UtPj6eVatWMWvWLAD3bGV56dixIwBzF69k+tZMGt48gcqXPEli5VZ0bVSVt0eeSqUZT9H6+DJObVQt31miTjvtNHbs2MGzzz7rnhkvJCSE+vXrs23btlzpMzMz6dOnD2eeeSaZmXk/a97zITNvvvmmeya4cePGERsbS9u2bWnSpAmJiYkcP36chQsXutMnJSUxbJhvM0z37NmTjIwM96NnXVauXEm7du2COs1rWVC/fn127NiRbd2WLVu8PigJoEuXLlSoUIE5c+a4173zzjskJyczduzYfI8lIgwYMIBZs2bx8ssvU6tWLffUy54zLbZp0waAdevWsWjRIipXrpznE/TuueceRo8ezZw5cwr9pMwGDRpQtWpV94xtnn755Rdq1qxJ27Ztc23znA3x1FNPLfQ8+qeccgqPPvoon3/+OT/99BPz5s1zzy4ZGRbqeLbCjuUcnf8Vr47szpc39+L53qFsf/kyHukZw3OXdCBtxQ/UjEhnf3Im3/9zjNfmH+SKCQv4OLkDGRc+y5JaZ7OySk8q9xvFM1/OZd1hoWG7U0n38qhngEqVKnH33Xfz999/s23bNtatWwc4PosePXoA/85GOHPmTKpVq0ZSUhIzZsxw57Fr1y6ysrLc33VPrr8n14O4gmH//v2A4/Pp0aOHexZFb5YvX87UqVPzzc91vpdddhljxozhxIkT/PTTTwWWIy0tjXXr1tGuXbts60877TQAnnnmGVq0aMHDDz9M7969C8wvEPwNANbimAPAc2kPXIJjQp3TA1K6Mi4zM5MJEyYwePBgr1OpnnHGGQC88sorhIWF0bRp0zzzyspS9ko1al38IM+srcTW2C5UCFXOrHaAHa9eyUMDanNmu9rs3rmdOnXq+F3mhg0beg0A5s6dy65du1i0aBHvvPOO130/++wzateuzWeffcb+/fv5/fffGTlyJHfffTdxcXFMmDCBkJAQ93lu2bKF+fPnA45H9R4+fJgzzzzTp3K6Hss7b968bOtXrlxJ+/btfT7f8qpBgwYcPXqUo0ePAo7ga9++fXkGAOHh4fTq1csdAKSlpfHqq69y+umn06FDhwKPN2DAAPbt28dPP/3E7bffTlRUVK40zZo1IzQ0lLVr17JgwQJOPfVUQkK8/wurX78+7733Hg0bNvTxjP8lInTr1s39t+eSlZXFzz//zJlnnun1uCEhIVx22WV06NCBRx55pNDHBXjkkUdYs2YNS5cu5dFHH2X+/PmsXr3avX3ZsmU0bdrUPQV2jx49yEo5zu5Vc6mTso1d099ibJ/qTL+rH2sfO4vf7x/A5NHdeOzCdlzRvSENqsVwXGKo2OUc/rcunfTeN7Kq0SW0fng6/Z6dycj35vPglJW8M2cj01ftYe3uo5zavScAf/75J2vXrnX/L2rbti2VK1dm3rx5HDp0iJUrVzJ69GgA/v77b3eZXdM8e/ssijMAqFGjBoMHD2bJkiUcOHDAa9pHH32UESNGkJaWlmd+8+bNo2rVqrRo0YKOHTtSuXLlPJ+d4WndunWkp6fTqVOnbOt79epF9erVARg+fDiPPfYYERERvp5ekfj7LIA7VHWrl/VrRORH4FMcE+yYfPz8889s27aN559/3uv2zp07Ex0dzY4dO2jTpo3XebP3HEnh80Xb+WzhdnYePkFMo45U3ruE9dMnc+c1wxnYZSDvpCaxYcMG4uLi2LdvH3Xr1vW7zA0bNsx2l+fy1VdfERkZSePGjfnss8+4+eabc6X573//C8DNN9/MbbfdRlZWFkOGDOHUU0/lmWeecadzBUObNm1i3rx5tGrVqtD/yGvWrEmzZs2yzZW+b98+9u7d69MFqbzznKO/Xbt2bN3q+LrnFQCA4yLuejaAKyCcMGGCT8e75JJLWLFiBdu3b3c/aTCniIgImjdvzrRp01i5ciVPP/104U6qELp168aTTz5JUlISFSpUABwPcdm/f3++Qegnn3xS5GO7ajpq1qzJ/fffz9tvv80rr7ziLkPnzp3daatXr06HDh2YPXs269evJyYmhnPOOQeAkBBxPDWxmusRJ/865dSubN93hGMaye0PPEZc03ZsPZjMtgNJfLdiN0dOZH+eQoPbPuS5pZno8do0uuAOPlu8i3pVo2nXcxCLl69i2bJlAAwePJh3332XzZs3u/d13TB4qwFo1KgRkDsAOHz4MJUrV84zwCsMzwDgnHPO4dFHH+Xee++lcuXKPPnkk1Sq9O9TK5cvX05ycjKLFy+mZ8+eXvObN28ePXr0QEQQEXr27MncuXMLLMfy5csBsn1+ABUrVmTevHk89NBD7odSFZu82gaKsgB/ByPfklgIYh+Aiy66SGvWrJnvfNi33367VqtWLdusbFlZWTpv43696cNF7lnKRrw7T6ct36kjr77G3e7z0Ucf6ebNmxXQd9991z0jWVHG3T788MMaGhqaa45wV4/ge++9VyMiInL1jHWNFb/ttts0OjpawTEO31s76b59+9xDY+Li4gqcZS4vl156qTZr1sz92jWNcCBm+yvr/vjjDwX0xx9/VNW85wDwtH37dg0NDdXRo0drvXr1tH379nl2LvPXQw89pICGhobmGo4YSN99950C2rdvX3f7tGsWP9cQruJw7bXXalhYmK5cuVL379+fbQpwl9tuu00jIiI0LCxM77jjDp/ydbU3h4eHe53X43BSmi7ffki/XbZTX/ttvbYf/Yw2ve5lbXDL+9r4/uwTIDUa8522GjtVa1/1X7363T+05fD/0+4jx+pPq3brqp2HddxTjiF4rs6cOVWpUiXbpGc7duzQChUq5Jq10V/jxo1TwN3739VJE7LPdeGaWAnynlzJNTV1QkKCe91jjz2mIqKHDh3Ktxyec7kUF4LRB0BE+nlZ+ovIEBGZBKT4k295snPnTr799ltGjRqVb3XPSy+9xP79+xk8eDAn0jL5dME2zn75d4a/M4+/Nh3gur5NmHPfAP53XXfO61iXTh3+bV/q0qULDRo0IDw8nPXr17N7926AItUAdOrUiczMTFatWuVet3v3bjZu3MiAAQMYOHAgaWlpuSJi1+t77rmHl19+mdq1azNx4kSv7aTVq1enUqVK/Pnnn+zdu5euXbv6VdY2bdqwefNmUlIcf46u57xbDUDB6tevD+DuB+C6Q8uvBqB+/foMGTKE999/n3379vHBBx8E5A7O04MPPki7du0YOnRokZqyCtKnTx86derE77//zqRJkwBHFW5sbGxQj5vTM888Q5UqVbjpppv49NNPUdVcT/0877zzSEtLIywsjLvvvtunfAcPdjywdeDAgV6fqFklJpyO9WM5v1Ndbh3QnJGthE0T7mT7G6MZ22wPf/3fQL68qSeX1DvOodmTYcdywrJS2H4knbSG3dlTtw83fLiYc1/5g/ePtKXhPV9x3luLGPb2X9zxyVKe/H4NE37fxHcrdlG/cz/W7zpIaoaj79DLL79MUlKS+6mEno4ePcr06dNdN2c+2b9/P7Gxse4nW7766qs89thjtG7dmpdffpn0dEdtx4oVKwBHE9Ds2bO95rV27VpUNVs1fq9evVDVXM2NOS1fvpz27dv7/MjnYpFXZJDfgvOJf16WLBwP3+nnT74n40KQagDuuOMODQ0NzTamPS87DiXrUz+s0U7Op5md+d/Z+umCrZqcmrsn+7JlyzQ2NjbbBDStWrXSiy++WKdMmaKALlq0yO9yu2oUPKdk/eyzzxTQ+fPn69GjRzU0NDRXT9ubbrpJq1Sp4r7jL+jO8LTTTtOoqCgF/x+m4xoV4eqxfe2112qNGjWCOuSorEhLS1MR0UceeURV858DwNPOnTt1woQJhZomtrBSUlKK7S6qS5cu2qtXL1VVHTBggPbo0aNYjuvJNfIAHFOAe/v7PXz4cJ532N6kpKRo165d9auvvvIpvecIB8/hra7JuQD3CJG777lHY6rF6dKtB/X7Fbu0x9UPaIthY/TWjxbrpW/O1b7jf9MWD/6Qqxah0ZjvtMu4n7T+ta9r7eGPa43z7tX/+3yRvjFzg36+cJv+vGqn9jx3uIZWqqlfTZ3m87lefvnluSYhUlX3xGau2QFd84zEx8fnOdzYNWnYunXr3OuOHj1a4EN9srKytHr16u5ZTIsLBdQA+BuKbASuy7EuE8eDgTaqat7dwA27d+/mnXfe4aqrrsr3Oeprdh3lnTkbmbbCced+Zrs4ru7ZmG5N8u7B36lTJw4dOpRtXYsWLQJWA9CoUaNcPaT/+OMPYmJi6NKlC+Hh4fTv35+pU6dma6NdtmwZnTt3dpe7oDvDQYMGuUcAuEY3FJZr1MS6deto3749K1eupEOHDoXunV0ehYeHU6dOHXf77ZYtW2jUqFGBn1vdunW59tprg1q2QD073RdDhgwhISGBPXv28Pfff7s75hanq6++msWLFzN58mRuvfVWr3+/3u7i8xMZGZlthE1BmjVrRqdOndi5c2e20UitWrUiNjaWw4cP06VLFwCaNG5M8sG91IlMo3OHOjyw7Hta1q/Pa1f8289HVTmcnM7eYymMHfcMi1Zv4L5HnmTjrn18umIvdRq35MDxFD5fspsM3fNvQdqPpH77kdzzFzyy5CeqV4ygakwEVaLDqRIdTuXoMPfvrmVbShRVGrdj+8FkKkaGER0RSmRYiLun/cKFC+nRowcrVqygevXqdOzYMdfoIZe1a9cSHh5Os2bN3OsqVapEp06d8u0HsGvXLg4cOJCrA2BJ8zcAeF1VvdeRmAI9//zzpKen8+CDD+bapqr8ueEAb8/ZyO/r91MhIpRrejXmmj5NqBcb7dfxmjdvzowZM9ixYwchISHUqlXL77KLCKeeeqr7C6Kq/Pzzz/Tq1cvdSfHiiy/mtttuY+3atbRp04bMzExWrFjBDTfc4PNxzjjjDJ555hmaN29O5cqV/Spry5YtAUePZFezxXXX5YxbTV5at27t7oGe3xDAsszVaWzatGns2rWLVq1aFXsZRIRXX32VV199tdiP7emdd97h4MGD2QKQsLAwli1bxm+//ebufOi6qdm8eTNxcXFs376dXr16ZctLRKhaIYKqFSLoUCOUaX9+xW0DPmH27O28+tVjfPLrr4waNYoOXbty5733c+mV13A0TRl21bVUqVWfD7+YyrnX3gSRFUg8eoLDycrWA0kcOZHO0ZQMMrM8mghaDgWg77P/9ksPDRFiwkNpePuHvLE1lOmv/M4/IV2oeUlHlleMJaJfGP/5fCmR4WGEh4YQERZCeKgwc18Mjc+5kffnbiUsJATXW1Gn/+XMnz+f937fmCtIzsxSVq5eS5Xel/NPVGue/H4NaRlZpGWq82cWaRmZnEjP4kRaBslpmbw0vDMt4ioRbH4FAKr6Un7bReQNVb3FrxKVcYmJibz55puMGDEiWxSZkZnFD6v28PbsjazedZSalSK5/6xWjOjeiCrRuXv/F0aHDh04ceIEc+bMoVatWkUeA9+nTx/GjRvH33//TXJyMn///Tf33HOPe/uQIUO47bbbePfdd3nxxRdZu3YtycnJhYp+e/XqRYUKFTjllFP8LmeFChVo2LAha9euZd26dSQnJ/vdn6A86tKlC6+99hrp6els2bLFfYdXnnTs2JGIiAh37/6C5uIoy7p16+Z1faNGjbjmmmvcr12B97p16+jQoQMHDx70OgLApU6dOmRlZZGYmMjGjRsBx03LBRdcwBtvvMGff/5JpYoVefn5Jxg+fDhHjhzhrfuvIrl1BT7++GPS0tJISUlx1wypKsdTMzhyIp0jJ9I5+4KhdDi1O1dfdxNJzgtscloGSamZfPvDKg4fPEFcu2YsPXaUuHoNOBYSTVT9tsz+Zx9ZKqRnZpGeqaRnZpFR81SoCU/9sC77SUS2pWK/tjz+/bqcp+cW22cEP2xKI3zrNmdAEUJk2L/BRXR4KNERocRVjiq+Wsq82gY0ezt4QTP/2UyAPrrvvvs0JCTE3YaUnpGpXyzarvHPzdRGY77TAc/P1E8XbA3oo3YXLVqUq52uKBITE90zvN1zzz0aFhaW7TnoqqrXXXedhoSE6Ouvv6433HCDhoWF6Y4dOwp1nJkzZ3qdj70wzj33XG3Xrp277a40T89b3D766CMF3CMAXnzxxZIuUono2rWr+/vjOTOh8S4jI0Ojo6P17rvvdj/xz/VME288+yaNGTNGw8PDNSMjw/1MBdc2T/369XNvA8fzF/ISExOj9957r9dtrln4XE8inThxortPU87ZHpOTkzUkJFQffPhRPZ6SroeSUt3LinUbNCSqoj738hvZ1h9KStXDyWl6yfDLtUnTZl7LEEwU0AfA14tgViGXTF/yLQ1LIAOAffv2aYUKFfSKK67QtIxM/XTBVu07/jdtNOY7PfulOfrjyl15PgGsKE6cOOF+etcTTzwRkDxdc7yHhoa6H73q6dChQ9q5c2f3H2BB08EGy7hx41RE9KqrrtKKFSvaFMCFsGbNGgW0R48e5Tp4uummmxTQzp07l3RRSo1u3brpwIED9aefflJAZ8+enWfaefPmKaDTpk3L9qjjjIwMfe2113Tjxo259pk2bZr26dNH582bpxUrVtSbbrrJa97Jycl5TrWuqrpkyRIF9PTTT1dAlyxZor/++qvi5ZkBrnJOmTIlVz5ZWVlat25dr/8LVVWbNGmiQ4cOzfM9CJaCAgBfmwDWAuf4mFaA731MW67ExsbyyutvcDi2NQOen8WOQyfoUK8KE67qyqA2tYJW7RMVFUWrVq1Ys2YNffv2DUiejzzyCHPmzGH79u289tprubbHxsayZMkSZs6cyauvvsrDDz8ckOMWVvfu3VFVPvjgA/r162dTABdCy5YtqVChAvPmzaNu3brltvrbNVnN2WefXcIlKT06duzIlClT3BME5TVlM/zbKXnXrl1s2LDB3TQaGhqa56RQ5513Hueddx7gGNL4888/e0138OBBAKpVq+Z1e+fOnWnYsCG//vorkZGRtG3b1j3dsWsCIRdXvydvzZIiQu/evbN1BMzKyiIkJITExEQ2b97MLbecfK3ivg7SfUVVt/q4bAFeCWKZS62DJzKYsKser/y1j+oVI5k46jS+va03p7eNC3qbT+fOnYmIiMizHa+wIiIi+O2331i9enWeXy4RYeDAgUyZMqXELh6e53vBBReUSBlKq9DQUPfsjSNHjiy3oyeuv/56brnlFsaMGVPSRSk1OnXqxIEDB3jttdc45ZRT8h15FBcXBzgCgI0bN2brG+WL1q1bs23bNq/PIHGNiKpatarXfUXE3Tn5nXfeITIy0j0tb87pgpcsWUL16tXz7M/Qu3dvtm7dyvr16xk1ahStW7cmKSnJPaW0a3ryk0peVQM5F+AR59LS133KwkIAmwCysrL04akrddbficU+Fv3vv//W7777rliPebKoVq2ahoeHa1paWkkXpVQ6cOCAvXemUJYuXequfn7yyScLTF+jRg0dNGiQe9bSwnjzzTcV8NrHaM6cOQreH+3skpmZmW12R1ezQc5yd+nSJd8+VFu2bFFAmzRp4j73Z555xv30xZxPJi0OFNAEUJhpunJP7m4KRUR47ML29G9Zs9jvplq2bMm5555brMc8WaxevZrExESvz1IwBatWrZq9d6ZQOnfuzNtvv039+vW5/PLLC0zfunVrZs50DNMr7GgT13NCvD2krKAaAHDMSeJZQxEdHU1MTEy2GoDU1FRWrVqV76ikRo0a0adPHzZv3syVV17Jueeey5NPPsn//vc/Tj31VGJiYgp1XsWhMAHAHlV9TFX/EZHNIrLJtQStdMYEQO3atYmNjS3pYhhTrtxwww1s27Yt38nOXAYPHkxWVhZhYWGFflpnfgGAqw9AfgGAN9WrV88WAKxatYr09PQChyXffvvttGrVihdeeIHXXnuNkJCQfB/4VtIKEwB4Tr4cDwwETgADAlkgY4wxZYOvNZ2uJyy2a9eu0DM9+lIDkFc/pbzUqFEjWydAVwfAU089Nd/9hg0bxrp166hVqxaNGzfmp59+4ssvvwxY5+tA83cioK0AIpKq3h8LbIwxxvika9eu1K5dO89H8OancuXKVKlShe3bt+fadujQIUSk0LOJVq9ePVsAsGTJEqpUqeJTbYank7Ljn4egPJZIRD5R1YIbfowxxpR7oaGhLFiwoNDPNHBp2LBhnjUAsbGxhX4qZVxcnHtWQnAEAKecckqZGwkT2Gd1/qv4J8w2xhhTajVo0MDv5340aNAgzz4AhW3/B0cAsHfvXlSV9PR0VqxYUWD1f2lUmBqAziKSc6CleFlnjDHGFJu6det6fYLfoUOHCt3+D44AIDk5mePHj7Np0yZSU1OL9FySk1VhAoBDwLc+pBPgPP+KY4wxxhROnTp1SExMJCMjg7Cwfy9rhw4d8rsGAGDv3r3uR5+X9xqAbap6TcHJQESW+lkeY4wxplDq1KmDqpKYmJhtTP+hQ4fcowQKwzMAWLx4MRUrVsx3OuPSqjB9AM4IUlpjjDHGb3Xq1AFg9+7d2dYfPHjQ7yYA+LcGoEuXLoXuSFga+HxGqrovGGmNMcaYovAWAGRlZfndBFC7dm3A8XyCZcuWlcnqfwjeKABjjDGmWHgLAPbv309GRka+DyLKS82ajuna58yZw4kTJ8pkB0CwAMAYY0wp56qy9wwAduzYAUD9+vULnV9YWBjVq1fnhx9+ALw/ArgssADAGGNMqRYZGUm1atWyBQA7d+4EoF69en7lGRcXR1JSEtHR0SX2OPNgswDAGGNMqVenTp2A1QAAnH766YCjP0BoaGjRC3gSCspUwMYYY0xxqlevnvuiD44AIDQ0lFq1avmV34svvkjr1q1p2bJloIp40rEAwBhjTKnXvHlz5s+fj6oiIuzcuZO6dev6ffceEhLCTTfdFOBSnlysCcAYY0yp17x5c44cOcKBAwcARw2Av9X/5YUFAMYYY0q9Fi1aALB+/XrA0QnQ3w6A5YUFAMYYY0o911S9GzZsICsri23bttGgQYMSLtXJzQIAY4wxpV6TJk0ICQlh/fr1bN68meTkZNq1a1fSxTqplckAQERuF5EZIvKbiKwUkdvzSTtCRBaLyCIReUFEpDjLaowxpugiIyNp2LAh69evZ9WqVQC0b9++hEt1ciurowCuAwaraqKItADWish8VV3gmUhE2gMvAO2Bg8AM4Bbg9eIusDHGmKLp3Lkz8+bNc9/5Ww1A/spkDQAwUlUTAVR1PXAIaOwl3bXAD6q6X1WzgPeBsj3uwxhjyqjTTz+dLVu28O2339KkSRMqVqxY0kU6qZXJAEBVV7h+F5GhwHHgZy9JTwPWebxeA7QTkejgltAYY0yguWbvW7hwoVX/+6BMBgAAItJBRNYALwKXqephL8nigCMerw8DAtQIegGNMcYEVMuWLalRw/Hv+8477yzh0pz8ymwAoKorVbUtMAT4RkS65ZXUy7pcHQFFJNuSkJAQuMIaY4wpMhFh/vz57Nixg0GDBpV0cYpdQkJCtutUQUTV2/WvbBGR94BIVb0yx/o/gW9U9Vnn61OBhUAFVT3hXKcA5eF9MsYYU3a4ggBV9RoNlLkaABGp7mz395QEVPCSfCHQyuN1W2C16+JvjDHGlFVlLgAAKgEPi0gMgIjUxNEMMENEaojI7yJSzZl2AnCOM2gIAUYBb5VAmY0xxphiVRYDgD3ANBwX/NnArziG970BRAOtgRgAVV0F/AfHCIH5wDJnuqCy/gP2HrjY+2DvgYu9Dw72PhTfe1Au+gAURTD6AIhIue9TYO+Bg70P9h642PvgYO9D4N6DctcHwBhjjDEFswDAGGOMKYesCaAAriYAY4wxpjSyJgBjjDHGuFkNgDHGGFMOWQ2AMcYYUw5ZAGCMMcaUQxYAGGOMMeWQBQDGGGNMOWQBgDHGGFMOWQBgjDHGlEMWABhjjDHlkAUAxhhjTDlkAYAxxhhTDlkA4CMRqS0iE0RkYYDyay4iU0XkyxzrE0RklscyOBDHM8YYYzyFlXQBSpE+wDdA5wDl1x34ATgj5wZVjQ/QMYwxxhivrAbAR6r6JXDMc52ItBORD0TkPhF5T0SaFiK/j4A0b9tE5EER+Y+IjBGRmKKV3BhjjMnNagCKZgJwr6rOFZF44AXgIhG5CHjUS/pdqnpOAXl+AWxR1SQRuQV4Fbg2gGU2xhhjLAAooo7AGSLSD4gGjgOo6hRgij8Zqupqj5e/AfcVtZDGGGNMThYAFM1y4GtVXSEikcBFRc1QRJ5TVddFvwWwsah5GmOMMTlZAOAjEekPjATqiMhDOKr7rwXuFZENQB0c1fe+5nchcD7QSkTuV9VnnZsyRORlIBHoANwSwNMwxhhjABBVLekyGGOMMaaY2SgAY4wxphyyJoACiIhVkRhjjCm1VFW8rbcaAGOMMaYcshoAH5WlvhIiUqbOJyc7v9LNzq90s/M7eYh4vfF3sxoAY4wxphyyAMAYY4wphywAMMYYY8ohCwDKoUcf9faYgrLDzq90s/Mr3ez8Sg+bCKgArmGA9j4ZY4wpTVydAG0YoDHGGGPcSmUAICKnicgGERmVT5o+IvKdiMwQkcUi8qSIhHhsnyQis3IsFYvlBIzx048//kjv3r3JzMws6aIYY0q5UjcPgIhcBFwKHCkg6RPAi6r6rfPCvgjHA3ZediVQ1fhgldOYYBg5ciQHDhxg165dNGjQoKSLY4wpxUpjDcBCVb0COFZAuqnANABVPQ58B5wR3KIZE1yxsbEAbNmypUTLYYwp/UpdAKCqO3xM95Jm77kXBezzTCMib4nI7yLyo4gMCGQ5jQkGCwDKl9mzZzN48GDi4+Pp27cvgwcPZvLkyaSlpQXleB07dmTDhg1BybukPfbYY9SuXZuEhISSLopfbr/9dmJjY5k0aVLA8ix1TQD+EJFQ4EzgSo/Va4HfVHWhiJwGzBSRPqq6rCTKaIwvKleuDFgAUB5Mnz6dG2+8kRkzZtC8eXPA0QfkggsuoFOnTnTu3LlI+Y8aNYrGjRtnuyDOmTPHHWSWNY888gibNm3KN42IsHnzZho3bhyUMnh7z3316quvsnLlyoCWp9TVAPjpP8BUVZ3vWqGq41V1ofP3hcD3wI15ZSAi2ZbSGkWa0i0lJQWAzZs3l3BJTDBlZWVxyy238OCDD7ov/gBnn302l1xySdCOW1Yv/uVFQkJCtutUQcp8ACAi5wBdgbEFJN0GNMpro6pmWywAMCXh0KFDgNUAlHVLlixh8+bNnHFG7m5L77//Ph06dABg7969DB06lH79+tGjRw8mT54MwLZt2+jRowciwuTJkzn99NNp1aoVc+fOBeDll19m+vTpTJo0ifj4eN577z3uvffebFXMF198MVFRUYwfP54hQ4bQvHlz3njjDQB+++03WrduTXx8PABTpkyhcePGjBo1CoAXX3wxW3X7o48+mi1vV3X8bbfdxpVXXknLli0ZM2YMCxYsYMiQITRt2pSpU6fm+f6MGzeOnj17MmDAAIYPH87u3bv5+OOPs5XhzTff9Frln5iYyCWXXEK3bt0499xz2b9/P+AIrgAuu+wy4uPj2bp1K/Hx8YgIr7/+Oueeey6VKlVi1qxZTJkyhUGDBnH66afTr18//vzzT3f+GRkZjB07ll69etGvXz+GDRvGpk2bvL7nAIsXL6Zfv37079+fQYMGsW7dOndeixYtomvXrvTp04e77767wPloEhISsl2nClKmmwBEpAdwJ3ChqmaKSAtVXe/cdr+qPuuRPA7YVRLlNMZXhw8fBqwGIBjuuusuli1bFtRjdO7cmZdeeqnAdBs3bgSgXr16ubZFR0e7fx8xYgR9+vQhISGB/fv306FDB5o2bUrfvn359NNPadKkCdHR0fz66688++yzjBs3jp9++ok777yTpUuX5qqOXrx4sfv3r7/+msaNG7N161amTp3KggULGDhwIDfccAMDBw5k7Nix7gv6RRddxPLly92B6T333MOKFSvceY0bN47Zs2e7X7uq4+fNm8fcuXM5cuQI9erVo1KlSkydOpWvv/6asWPHMmTIkFznv2bNGj777DNWr16NiHD33Xfz999/c8UVV/DPP/+4y3DzzTczf/78XPv/9ttvLFy4kEqVKnHDDTdwxx138PHHH/Pjjz8iInz66afuJoBZs2YhIhw4cIDvv/+eTz75hMqVK7Njxw6++OILqlWrxpYtW+jXrx/btm0D4Nlnn2Xx4sX8/vvvhIaGcttttzFnzhyv7/mRI0c466yz+Oyzzxg4cCDff/89F154IWvXriUjI4OLLrqIZ599lssvv5xly5bx5ptvcs0113j/o/FDmakBEJEazg591Zyv2+AY8ncdEOYcCviIxy73iEgtZ9omwIXAh8VcbGMKxRUA7NjhU19YU4bt3LmTGTNmMHr0aABq1KjBeeedx8SJE7OlO+usswBHBz9/AkfP/ZOSkkhMTCxiyf/Vv39/IiIiqFmzJrVq1aJTp07uY+XVXl+pUiX27NnD119/TXp6OuPHj6dPnz4+H/PMM8+kUqVKgGNY7ZdfflngvBoXXnghAJdffjmnnHIKnTp14pprrqFPnz6MGjWK7du3u9+XiRMnMnLkSEJDQwF44IEH6N+/v9d8v/vuOypWrMjAgQMBOPfcc9mzZw/z58/nr7/+IjExkWHDhgGO4LFly5Y+n6cvSl0NgIicCrwAdAbGisgFqnoxEA20BmKAg8AEoBuOqn2XrR6/Pw9MEZEMoAJwm6rOxpiTVEpKCikpKURHR3PixAnS09MJDw8v6WKVGb7cmRcXV7v/zp078+yQ5goCa9as6V5Xs2ZNFi1alC2dq+NoVFSUX6MHPPcHAjoCwXUhBggLC3O/DgsLIz093es+DRo04Pvvv2f8+PHceuutjBgxgscff5ywMN8uZ1WrVnX/Xr16ddLT09m/fz9xcXF57lOlSpVsry+44AJuvfVW/vOf/wCOPmLJycmA43Px/Ezq1q2bZ747duzg4MGD7qYUcHyGBw4c4Pjx48TGxroDCYBq1ar5dI6+KnU1AKq6WFXjVTVWVVs7L/6o6nZVrekaJqiqvVVVciyNPfJ53pmmv6p2VVW7+zcnNdfdf506dQA4ceJECZbGBFOXLl1o0aIFP//8c65t1157LUuWLHFPBLVv37+jm/ft20f9+vWLpYwRERGkpqa6X7v+Pn3d7q/k5GTatm3L1KlTWbZsGX/99Rfjx4/3+ZgHDx50/75//37Cw8OpUaOGz8dPTExky5Yt7pqRnIFKgwYNsn0mBw4cyLPPToMGDahfvz6zZs1yL0uWLOGMM86gTp06HD58mIyMjGx5BVKpCwCMKa9c/8xcdxQWAJRdISEhvPPOOzz99NPZxuVPnDiRlStX0rlzZ+rWrcvgwYPd7fCudmpf24grVapEcnIySUlJjBgxotBlbNKkCevXryc1NZWUlBRmzpyZa/uqVasA2LBhA+vXry/0MbxZsGCB+4l8tWvXplWrVu4q/CZNmrBmzRpUlYMHD3rtA/DDDz9w7JhjHrkPPviASy65xH2XXbFiRZKTk/nf//7Hl19+6fX41atXJzY21p339OnTs20fNWoUH374obtMY8eOZfny5UDu9/y8885j//79LFy4EICkpCQGDBjAkSNH6NmzJ7Vq1eKzzz4DYNmyZaxdu9b/N86bnL3bbcm+AOp4m4wpWXPnzlVAhw0bpoBu2rSppItkgmzOnDk6YMAA7du3r/bu3VtHjx6t+/btc2/fu3evDh06VPv27avdu3fXSZMmqarqgQMHtHv37groBRdcoFu3btVOnTppZGSkjhw5UlUdf0+tWrXS0047TT/66CO95557tEqVKtqqVSv97rvvdOTIkRoZGamdOnXSTZs26UUXXaSAdu/eXQ8cOKCqqldeeaW2bdtWR4wYobfddpvGxcXpE088oaqqe/bs0R49emj37t31vvvu0379+rnzfuGFFzQuLk4bNWqkX3/9td58883uY61bt85d9sGDB+d6T3bv3q2XXnqp9uvXT3v16qUXXXSRHjp0SFVVk5OT9ayzztIuXbroDTfcoMOHD9dGjRrphAkTdNy4cRoXF6ejR4/W888/X7t27apnn312tvdzzJgx2qFDB+3du7fu3r1bBw8e7D7nGTNmuNNNmTJFmzRpomeccYY++OCD2d6XtLQ0HTNmjPbo0UN79+6tDzzwgHu/nO+5quqiRYu0f//+2q9fP+3bt69OmzbNnX7BggV6yimnaK9evfT666/X3r17a6tWrfSbb77x6e/H4/rl9fpmjwMugD0O2JwsfvzxR8455xzuvPNOXn75ZVavXk3btm1LuljGmJOUPQ7YmDLCmgCMMYFkAYAxpYR1AjTGBJIFAMaUEq5hRq4ey67XxhjjDwsAjCklXMObXPO1Ww2AMaYoLAAwppRwBQCuSUksADDGFEWhZwIUkbbAMGAQUAfHHPoZwF5gO/Ad8KWq7gxgOY0p91JTU4mIiCAmJgawJgBjTNH4XAMgIlVFZCqwCrgBx0V/CTAFx0V/NY5peB8BtojIf0Wk1E01bMzJKiUlhcjISHcAYDUAxpii8OkCLSJVgN+BBUA7Vc13OiIR6QM8CHwNXFDUQhpjHDUAkZGR7qfBWQBgjCkKX2sA7gKeV9XRBV38AVT1D1U9G1gjIhcXpYDGGIecAYA1ARhjisKnGgBVHedP5qo61p/9jDG5uQKAsLAwwsPDrQbAGFMkNgrAmFLCFQAA7kcCG2OMv4oUAIhI3g86NsYEVGpqqvuZ7BYAGGOKqqg1APMCUgpjTIFy1gBYHwBjTFEU2AdARPLrxR8VwLIYY/LhGQDExMRYDYAxpkh86QQ4BZgNeHucYKXAFscYk5fU1FT3LIDWBGCMKSpfAoANwGhV3ZJzg4hsD3iJfCQipwGfAE+o6qR80o0A7gEURyDzH1VV57ZqwCSgGo734hZVXRLckhvjH2sCMMYEki99AD4EauWxbUIAy+IzEbkIuBs4UkC69sALwJlAN+AU4BaPJG8AS1W1D/B/wDciEhmUQhtTRNYEYIwJpAIDAFV9QlUX5LHNr/kBAmChql4BHCsg3bXAD6q6X1WzgPeBm8B9938p8B6Aqs4E0oDzglZqY4rAhgEaYwKp0KMARKRnMApSGKq6w8ekpwHrPF6vAdqJSDSO2oBUVd2WY3vXwJTSmMCyJgBjTCD5Mwzwm4CXInjiyN5McBhHZ8YaXra5tufV3GFMibImAGNMIPkTAHgbDXAyUy/rxIdt2VeKZFsSEhICVT5jfOJ6GiBYE4AxJreEhIRs16mC+BMAeLtonqwSgViP17E4yr/Pua1KjvSxzvW5qGq2xQIAU9w8awAiIyNJTU0t4RIZY04mCQkJ2a5TBSnrzwJYCLTyeN0WWK2qJ4AlQJSINMixfWExls8Yn2RlZZGenp4tAEhJSSnhUhljSrMyFQCISA0R+d3Zwx8cwxTPEZHqIhICjALeAlDVA8AXwGjnvv2BCOD7Yi+4MQVIS0sDcAcAUVFRZGZmkpmZWZLFMsaUYqUyABCRU0VkFtAZGCsiXzs3RQOtgRgAVV0F/Af4GZgPLMMx9t/lFuBUEfkDeAa4UFXttsqcdFzV/Z41AJ7rjTGmsHyZCTCn5QEvRSGp6mIg3sv67UDNHOs+Aj7KI5+DQH7POjDmpOC60LueBugZAMTExJRYuYwxpVehawBUdXAwCmKMyZvVABhjAi0oTQAi8mEw8jWmvMorALCOgMYYf/nTBACAiDQH+gO1gdAcmwcVpVDGmOxyBgCupgCrATDG+MuvAEBEbgFeJe9JgUrTXAHGnPSsCcAYE2j+NgHcD9wK1FTVkJwLsCJwRTTGWABgjAk0f5sA9qnqW/lsH+lnvsYYLywAMMYEmr81AFNEpEM+22/0M19jjBd59QGwToDGGH/5VQOgqk+JyHgRaQZsAHI+l3QocHtRC2eMcbAaAGNMoBWlE+B9+SSxToDGBJDrTt8CAGNMoPjbBPAAjmr+GtYJ0JjgsxoAY0yg+dsJMFFV381nu3UCNCaAbCIgY0yg+VsD8It1AjSm+NhEQMaYQPO3BiAVmCoiS7FOgMYEnTUBGGMCzd8A4CHnzyZ5bLdOgMYEUH5PAzTGGH/42wSw3FvnP+sEaExwuC70ERERgAUAxpii8zcAeKSA7Vb9b0wApaamEh4eTkiI4ysbFhZGSEiIdQI0xvjNrwBAVacVsP0P/4pjjPEmNTXVfdfvEhUVZTUAxhi/+VsDkC8RmRqMfI0pr7wFAJGRkRYAGGP85u9MgAU1AXTzJ99CHD8KeAtojeMcHlDVn72kmw5EeawKBzqoauU8th9X1fOCVnBj/GQBgDEm0PwdBZBQwPZgjwJIAERVe4hIS2CeiLRR1b050m1S1VtcL0TkIuACj+17VHVUkMtqTJFZAGCMCbSAjQIAKgJdgdeAXgErYQ4iEgJcB7wHoKr/AEuBK3Om9bz4O40A/hesshkTLHn1AbBOgMYYf/lbA3BFzhWqmgwscU4ONAfoW5SC5aMpUB1Y57FuDY7gI08iUgXoDMz0WF1BRD4CGgIHgEdVdXlAS2tMAFgNgDEm0PwdBbC2gDwbeK4QkRf8OU4e4pw/j3isOwzUKmC/ocBXqprlsW4jjot+Xxw1Cn+ISJ1AFdSYQElJSbEAwBgTUH4FACJylZflahG5C/gZSBeRka5tOC6+gZazn4EUkH4E8GG2DFTHquoG5+/TcNQkXOVtZxHJtiQkJPhXamP8YDUAxpiCJCQkZLtOFcTfJoBJPqSZ7PF7IDsFJjp/xubxey4iUg+IVdVVBeS9DWjkbYOqzW5sSk5qaioVK1bMti4yMpLk5JyP4TDGlFcJCQnZbk4LCgL8DQDWAuf4mFaA7/08jjcbgYNAK/696LcFfshnn8uBj7MVSqQWcI6qTvJYHQdYHwBz0klNTaV69erZ1kVFRXHo0KESKpExprTzNwAYp6pbfU0sIq/4eZxcVDVLRN4FRgO/i0gLHJ37RohIGxyjEM5Q1UyP3S4Dzs+RVQxwr4h8oapJInIacBpwbaDKakygpKamuh8E5GJNAMaYovArAFDVzwuZ/m1/jpOPBOAtEZmH4xwuV9U9ItIYx+RA4UAmgIi0BQ6o6u4ceewBpgK/iEgGEAFcpKrrA1xWY4rM+gAYYwLN3xqAEqWqKcAoL+vnAfVyrFsDnJlHHg87F2NOajYPgDEm0ILyLABjTGBZAGCMCTQLAIwpBbwFANHR0Zw4caKESmSMKe0sADCmFMirBuDEiRM2RNUY4xcLAIw5yalqnjUAWVlZZGRklFDJjDGlWYEBgIg0E5GZIrJJRF50PorXtW1BcItnjElPTwfwGgAA1gxgjPGLLzUArwNfA5cCNYFfRcQ1JVl4sApmjHFwDfXz1gQAWEdAY4xffAkA4lT1VVVdrKojgV9wjJ2vRGCn+DXGeJFXAGA1AMaYovBlHoBozxeqOk5EMnE89Kei912MMYHiusO3AMAYE0i+1ACsF5GBnitU9QlgOtA8KKUyxrhZE4AxJhh8qQEYiZeqfmdNwBeBL5IxxpM1ARhjgqHAAEBVD+ezbU1AS2OMyaWgGgALAIwx/ij0PAAi0jMYBTHGeOcKAHI+DdBVA2BNAMYYf/gzEdA3AS+FMSZP1gRgjAkGfwIACXgpjDF5sk6Axphg8CcAsLH/xhQjqwEwxgSDPQvAmJOcdQI0xgSDBQDGnORcF3jXHb+LdQI0xhSFBQDGnOSSk5OB3AGA1QAYY4rCnwBgecBLYYzJk+sCHxMTk219WFgYYWFhVgNgjPFLoQMAVR0cjIIUhohEicgkEZknIotE5Iw80o0SkWUiMstj6eOxvZqIfCsifzjzOqX4zsIY3+TVBOBaZzUAxhh/+DIVcKGJyIfOJwcGSwIgqtpDRFoC80Skjaru9ZL2LlWdlUc+bwBLVfVRERkAfCMizVU1NTjFNqbwkpOTEZFcnQDBAgBjjP/8DgBEpDnQH6gNhObYPKgohSrguCHAdcDFAKr6j4gsBa4EXihEPtWAS4EmznxmikgacB7wVaDLbYy/Tpw4QXR0NCK5p+CIioqyJgBjjF/8CgBE5BbgVfKeFCiYcwU0BaoD6zzWrQG65pH+RhEZ5yzT56r6hnP9KUCqqm7zko8FAOakkZycnKv938VqAIwx/vJ3FMD9wK1ATVUNybkAKwJXxFzinD+PeKw7DNTyknYv8DMQDwwDbhOR2z3yOZIjfV75ICLZloSEBH/KbkyhuWoAvImKirIAwBgDQEJCQrbrVEH8bQLYp6pv5bM9mO3/LjlrGXKdrar+6PEyUUReBe7AUXvhLQ+v+Tjz8qeMxhRZcnJyngFAdHS0NQEYYwBHAOB5c1pQEOBvDcAUEemQz/Yb/czXF4nOn7Ee62I91udnG9DII58qObb7mo8xxebEiRPWBGCMCTi/agBU9SkRGS8izYANQHKOJEOB23PvGRAbgYNAK/69WLcFfsiZUETuV9VnPVbFAbucvy8BokSkgapu98hnUjAKbYy/CmoCOHbsWDGXyBhTFhSlE+B9+SQJWn25qmaJyLvAaOB3EWkBdAZGiEgb4DXgDFXNBM4WkfmqOltEYnDUTHzozOeAiHzhzGeciPQHIoDvg1V2Y/yRXyfAmJgY90yBxhhTGP72AXgAx8X0K1U9mHOjc1heMCUAb4nIPBzncLmq7hGRxkBrIBzIxDEs8BHn0MGKwAzgaY98bgEmicgfOIYyXqiq1qBqTionTpygWrVqXrdVqlSJo0ePFnOJjDFlgb8BQKKqvpvP9qB2AnRepEd5WT8PqOfx+jvgu3zyOQhcEIQiGhMw+XUCrFKligUAxhi/+NsJ8JcS7ARoTLmSXyfAypUrc+zYMbKysoq5VMaY0s7fGoBUYKqzqr+4OwEaU64UVAOgqhw/fpzKlSsXc8mMMaWZvwHAQ86fTfLYboPmjQmQ/GoAqlRxjGQ9cuSIBQDGmELxtwlgubcZAItpJkBjyg1VzXcYoOuif+RIzkktjTEmf/4GAI8UsN2q/40JgLS0NLKysgqsAbCOgMaYwvIrAFDVaQVs/8O/4hhjPLlm+bMaAGNMoPlbA2CMKQauSX7y6wQIVgNgjCk8CwCMOYm5agDyGwYIVgNgjCk8CwCMOYlZDYAxJlgsADDmJFZQDUDFihUREasBMMYUms8BgIhcHMyCGGNyK6gToIhQuXJlCwCMMYVWmBqAp0SkStBKYozJ5fjx4wBUqFAhzzT2PABjjD8KMxNgTWC6iGTheKrez8BfzsfuGmOC4MCBAwBUr149zzRWA2CM8UdhagDWqWpP4HxgNY6n8a0QkW9E5FYRaRGMAhpTnu3fvx+AGjVq5JnGagCMMf7wuQZAVXs7fx4EPnMuiEhrYDDwoog0Bv4CflLVrwJeWmPKmf379xMaGuru7e9NtWrV2LZtWzGWyhhTFgRiFMBWHE8E3AREAdcBnwcgX2PKvf3791OjRg1EJM80tWvXZs+ePcVYKmNMWeDX0wBFpDNwBnAm0AuIADKBecBkHP0DjDFF5AoA8lOnTh0SExPJyMggLMzfB3waY8obn/9biMhIHBf904FagADrgQnAL8Bvqno8GIU0przyJQCoXbs2qkpiYiJ169YtppIZY0q7wtwuTAYUWAU8DPyiqluDUqoCiEgU8BbQGsc5PKCquWodROR8HE8mDANigUmq+orH9uk4mi1cjqvqeUEsujGFsn//ftq2bZtvmjp16gCwe/duCwCMMT4rTADQHkcNwBnAfUBPEfkZ+FVVDwSjcPlIAERVe4hIS2CeiLRR1b050v0XuFRVl4pIbWC1iGxV1W+c2/eo6qjiK7YxheNrEwA4AgBjjPGVz50AVXWNqr6kqucAHYCPgC7ATyKyQESeEpF4EQlqI6SIhODoaPies1z/AEuBK70kf11VlzrT7QFm4ghgjDnpZWVlceDAAQsAjDFB4dfFWlXTgN+cCyJSEzgXeBuoKyKzVPX8gJUyu6ZAdWCdx7o1QFcv5fxvjlVRwD6P1xVE5COgIXAAeFRVlwe2uMb458iRI2RlZfnUBwAsADDGFE5hOgEOVtVfcqxzzQFwBtAfqOjc1DRgJcwtzvnTc+qzw0C+DaUiUhk4DbjVY/VGYIKqbnD2F/hDRFqqqv0nNSXOl0mAACIiIqhevboFAMaYQinMPADjRaSaiAwXkQkishXHjIAvAz2BH4HrgUaq2i4IZc1Jc7zOe6C0w3jgMc+Oi6o6VlU3OH+fhqMm4SpvO4tItiUhIcH/khvjg8TERKDgAAAczQAWABhTviUkJGS7ThWksJ0AE3EEDek4xvy/g2PM/yJVzXlBDpZE58/YPH7PRURuANJV9fUC8t4GNPK2ofhOzxiHDRs2ANC0acEVanXr1mXnzp3BLpIx5iSWkJCQ7ea0oCCgMDUAKcCbwIVAdVXtr6pPqurCYrz4g6Pa/iDQymNdW2Cht8QichEwALjT+bqF82ctERmVI3kcsCvA5TXGL3///TdhYWE0adKkwLQNGjRg+/btxVAqY0xZUZgAYJGq3q6q00pywh9VzQLeBUaD+4LeGfhIRNqIyAwRCXVu6wfcAdyGo8NfReAhZ1YxwL0iUsGZ9jQcfQQ+K8bTMSZP//zzD02bNiU8PLzAtA0aNGDv3r2kpqYWQ8mMMWWBTwGAiMSo6sDCZi4OkYUvVoESnNnPAz4BLncO86uCY3Ig13/MT4B4YD9wzLm4qvj3AFOBX0RkDvAqcJGqrg9CeY0ptL///ptWrVoVnBD+v70zj4uqah/49wCKLCqggpK4oeCOiolLmmaSaWZZLmm9mlZvpa+9v+rttWyx1dJssTR7zXbTzDL3rVJzzRUV3FhEcMMNRRZBmPP74869zcAMDDAsyvl+PvcDc++55z5zZube5zznWWjUqBGAWgZQKG4AEhMTycrKqmgxHPYBeE4I4SulfNbRjs0P/l+AWcCqkghnDynlNbRyxPn37wBusXh9S/42+fp4xbwpFJUKk8lEbGwsd911l0Ptg4KCAEhOTnbIZ0ChUFQMJpOJpk2b4u/vz8mTJx2y8JUVji4BvAM0F0LsF0KMNpf9LYAQwtVshv8/tDoB+6SUTn34KxRVgaSkJLKzsx22AFgqAAqFovJy4oQWiHbu3Dk++eSTCpXFIQVASpkH3IdW5vcDIF4IkS2EOCuESBRCnBBCnENzFIxGW3efJKV82W6nCoXCLseOHQMgJCTEofZKAVAobgyio6ON/9evX19Iy7LH4TBAs/Pd20KI94C+aGvr9dEqA+YBKcBJYLWUcqfzRVUoqg5Hjx4FcNgC4OnpiZ+fn1IAFIpKTkxMDAAjRoxg1apV5OXl4erqWiGyFDsVsJQyF1hr3hROJi0tjb1793L77bcXGcO5fPlydu/ezbhx4wwnMMXNwbFjx6hZsyYBAQFFNzbTqFEjw7yoUCgqJ9HR0QQFBTFw4EAWLlxITEwM7du3rxBZihMGqChjsrOzGThwIH369GHUqFGFJh+6cuUKgwcP5o033mDWrKLyGykqmpSUFBYtWuTwDF2PAHAkm5dOs2bNSEhIKKmICoWiHIiJiaFNmzb06NEDgC1btlSYLEoBqCTk5OQwbNgwtmzZQt++fVmwYAFJSUl22+/evdtQEHbv3l1eYipKyNSpUxk+fDjNmjVj6NChLFq0qND2x44dc3j9X6dZs2YcP34ck8lUGlEVCkUZIaUkNjaW0NBQmjRpgr+/f4Xev5UCUEmYNm0ay5Yt49NPP2X69OkAbN261arN2LFjeeKJJwDYuVNzsxg2bBi7d+9WN/1KzuHDh/Hw8ODxxx9nw4YNPPnkk+Tl5dlsm5WVRVJSksPr/zrBwcFkZ2dz+rRKZqmofJw7d47FixeTmZnJqlWrWLJkSUWLVO6kpqaSkZFB48aNEULQuXNnpQBUdS5dusT06dMZPHgw48ePp127dnh7e1spAFJKvvrqK+bOnUtcXBw7d+6kRYsWREZGkpaWRmysyl9UmYmNjWXw4MHMnj2b2bNnk5qayo4dO2y2PX78OFJKmjdvXqxrBAcHAxAfH19qeRVVl6ioKIYNG0ZGRoZT+33rrbcYOnQo3t7eDBw4kOHDh5OYmOjUa1R2dKuu7rPVuXNnYmJiyMzMrBB5lAJQCfjmm29IS0vj9ddfB8DNzY2uXbtaKQCWzl0zZsxgx44d3Hrrrdx6663A3xYBReUjJyeHEydO0KJFCwAiIyNxdXVl5cqVNtvrN4nGjW3WpbKLngBI+QEoSorJZOKf//wnP/30E0uXLnVq35s2baJatWq88sorTJs2DVdXV958802nXsMeUkqWLVtWYQ9anfy/7c6dO2MymYiKiqoQeUqkAAghxhZxvPAFToUV8+fPJzw8nLCwMGNf165dOXjwoJEu8sCBAwA0bdqUefPmcfbsWSIjI2nTpg1+fn78/vvvFSL7zYyzllUSEhIwmUyGAuDj48Ntt93GqlVajqyMjAyra+mOgnpsv6M0atQIV1fXElsAYmNj7VolFGWDlJJr165VtBgGv/76Kzt37sTV1ZUFCxY4rd/Lly9z8OBBJk+ezOuvv85//vMfRowYwZIlS8pl+XLr1q0MHjyYzz77rMyvVRj5LQDh4eEA7Nmzp0LkKakFYLIQwsPWASHEQKBfyUWqWhw5coQ9e/YwatQoq/1hYWGYTCYjZnT//v0IIXj99de5fv061atX57777sPV1ZXIyEjWrFmj/ACcyLvvvktwcDDnz58vdV/68oyuAAAMGDCA/fv3s3fvXkJCQnjggQcMp86kpCRcXFwIDAws1nWqVatGcHAw+/fvL5GcL7zwAoMGDVLfo3Lk5ZdfxsvLi/T04tVXi4+Px8vLy2mWv+vXr3PixAnef/99mjZtysSJE1mzZg1Xr151Sv/btm1DSknPnj2Nfb179yY1NZVDhw455RqF8cMPPwCwZs0ap/SXlZXF5MmTmTlzJjk5OQ6fl5SUhLu7O/Xq1QOgQYMG1KlTx5jglTtSymJvaOV4o4C+Fvt8ge8AE5BXkn4r4wZIbZjKhn/961+yWrVq8syZM1b7jx07JgH5xRdfSCmlfPDBB2Xz5s1lZmamrFmzphw8eLDR9uuvv5aA3LNnT5nJWZVISEiQ7u7uEpBjxowpdX8zZsyQgLxw4YKxLzo6WurfLX374YcfpJRSjh49WjZs2LBE1xo/frz09PSUmZmZxT43NDRUAnLfvn0luraieJw/f9747FevXl2scz/77DMJyLfffrvUciQnJ8tatWoZsnz00Udy5cqVEpB//vlnqfuXUsq33npLAvLq1avGvvj4eAnIWbNmOeUa9rh+/bqsW7euFELI6tWry/T09FL3+cwzzxjj9d577zl83rBhw2SLFi2s9vXp00dGRERIk8kkN27cKHNyckotn47F88vm862kFoAfgMHAy0KIeUKIh4HDwD3Ak8DBEvZbpUhLS+Orr75i+PDh1K9f3+pYcHAwXl5exmzu0KFDtG7dGg8PDzZu3Ghlyrr77rtxd3fn008/LVf5b1bmz59PdnY2Q4cO5fvvvy/1uuGpU6fw8PCgTp06xr7WrVtTo0YNAL7++msaNWpkeEUnJSUV2/yvc88995CZmcnGjRuLdV5ubq6xdPDbb7+V6NqK4jF37lzj/+Iu4W3btg1wjul4w4YNpKWl8eabb/Laa6/x+OOP06FDBwD27dtn85zjx4+TkpLi8DVOnz6Nr68v3t7exr6mTZsSGBjI5s2bSyV/UZw9e5YLFy7w4IMPkpOTU+zfRn5OnTrFxx9/zNNPP02/fv348MMPHV7GSUpKKpC0rV27dhw8eJAVK1bQu3dvBgwYYDdCyNmUSAGQUk6QUp4AxgKDgG+AE0BrKeX/pJQdnCfizcvXX39Neno6EydOLHDMxcWFdu3asX//fkwmE/Hx8UZceKdOnWjQoIHR1t/fn/Hjx/PNN98YKWQVJSc2NpagoCAeeeQRcnNzS32TPX/+vGHy0xFCsGPHDvbt28fo0aMJDw83lL3k5OQSKwC9e/fG29ub5557zm5kSHx8POPGjbO6aSUmJpKbmwsU/2FUUo4fP15uN7qiePXVV2nRogX/+9//yu2aixcvpmvXrtx+++388ccfxTrXmQrA9u3bqVmzJi+++CJTpkzB09OTBg0a4O/vb9M5LSsri+7duzNkyBCHr3HmzJkCS1pCCDp27Fjm96xLly4BMGjQIKpVq8aff/5Zqv70sL1HHnmEZ599lrNnzzr8m4mPj6dp06ZW+9q3b09mZiZz5swBNAV8w4YNpZLRUUrqBLjO7Ai4D3AF/g/IBp4RQrgLIZ5yoow3JSaTiU8++YSuXbsanvz56dChA1FRUZw4cYLs7GyrNeT8jB8/HpPJVObadFUgLi6O4OBgunbtClBqxzhbCgBofh76TKtDhw7ExsaSnp5OcnJyiVM716hRg19++YXTp0/zyiu2K11/8MEHfPnll2zfvt3YpxcfuuWWW8oliiAlJYVmzZpx7733lvm1iiInJ4f33nuPuLg43n///UIzcDqLxMRE9u7dywMPPECvXr3Yt2+fw7PIc+fOER8fT2BgICdOnODixYulkmXHjh1ERERY5aPXH862LAC6E/K2bdv466+/rI5duXLF5vidPn3aatKi07BhwzKvX5Gamgpo3+3OnTsXeo/86aefePHFFwvtb9++fbi4uNC+fXtuu+02hBAOKWLnz5/n/PnztG7d2mp/u3btAFi1ahWRkZHs2bOHO++8s8j+nEFJlwD6AnOB39Fm/TOB24GzwHZAVQEsgh9++IG4uDieeeYZu20iIiJIS0tj+fLlQOGV4Ro3boy7u7txI1eUnLi4OJo3b069evUIDg4uMwXAkrCwMKSUrFu3juzs7FLVdujXrx/Dhw9n5cqVBR4qOTk5/Pjjj4B1Bkn9e9OjRw8uXLhQ4ms7ij6DXbVqVYVXRDty5Ag5OTnceeedxMbGsmvXrjK/5i+//ALAkCFDaNmyJVJKh6M39M/qoYceAiiVA1lGRgYHDhwwlF1LOnbsSExMDFeuXLHa/91339G+fXtq1qzJF198Yew/c+YM9evXZ+HChQX6smUBAC3S5cKFC2UaCaErAL6+vvTq1Yvdu3cb0VX5mTdvHtOnTy902W/fvn2EhITg6emJt7c3oaGhDikAhw8fBqBVq1ZW+zt16mQoAb1796ZTp04OvS9nUFIFIB0YLqV8QEqZAoaX3EfAUMDxBOZVkKtXr/LCCy/QpUsXhg0bZrddREQEAN9//z1AoRYAV1dXgoODlQJQSq5evcq5c+eMpDpdu3YtMMspLo4oALolQDdB6+FBJWXIkCGkp6ezbt06q/1//PEHFy9eRAhRQAHw9fUlNDSU1NRUYzmgrLBUqkoateAsdDP3m2++iZubm9Pj30Hz93nooYeM0M+ff/6ZDh060KxZM0Oxd/S3q+cEuf3224HSlYA+evQoeXl5dOzYscCxBx98kOvXr/PVV19Z7Y+NjaVHjx706NHD6rexdetWrl27VkABkFJy5swZuxYA0NbVywpLBaBnz55cv36dpUuXsmHDhgLWiiNHjpCXl8fevXvt9hcVFWU1XuHh4cVSAPJbANzc3Fi/fj1jx47lH//4h8PvyxmUVAFYLqVcbOuAlDIe+LLkIt38vPfee5w5c4aZM2fi4mL/IwgNDaV27drs2rULT0/PIsPCQkJCVEbAUqLPwvQsfB06dODUqVPGOqIl+/fvt7k/P+fPn8ff37/QNo0aNaJBgwasXbsWNzc3mzfk4nDHHXfg7e3N2rXWRTs3b96Mq6sr/fv3L6AAhISEUK9ePaSUxk2zrNi+fTsRERF4enpy5syZMr1WUURFReHh4cGtt95KixYtyiQsbcWKFSxcuJCBAweyYMECtm3bZqyh64q9owqAnj2ve/fuAJw8ebLEcul95V+XBu3B1r17d2bOnGnM0FNTU0lNTSU4OJjw8HAOHTpkzKb1kMT169dbzbAvXrzI9evXbd6/dAWgLJcB9N+or68v/fr1o0WLFjz00EPccccdhkIGmjVEV67sKf2XL18mKSnJUNhBm8GfOnWqSKfIQ4cO4eXlZdO/JyAggHnz5nHLLbcU9+2VipI6AT5cRBO/kvTrKEKIGkKIr4UQO4QQu4UQkYW0fU4Isce8/SffsSZCiA1CiM1CiI1CiIK/AieTlJTEjBkzGDlypDHDt4eLi4vhH9CqVasiK8O1aNGCuLg4w7Fq2bJldOvWjezsbKt206dP5/nnn7fSfpcsWaJKyfK3AqBbANq2bQtoJTwtycjIoFu3brzxxhuF9peRkUFWVlaRFgAhBEOHDgU0pcPDw2aaDYepVq0aXbp0sVrnB23mHRYWRq9evUhISDAe9EePHiUkJIS6desClOkyQG5uLrt376Zbt24EBgZWeO2CqKgo2rZti6urKy1btuTIkSNOv8aaNWvw9PSkXr16PProo1afd+3atfH393dYeT9x4gT+/v7UqVMHPz+/YikAX3zxBbfccguffPIJoDligm0FAOC1117j+PHjvPbaa8DfWSabNWtGeHg4eXl5xhLEX3/9hYeHB1lZWWzatMnoQ/98bVkA9IdhaZSYokhNTcXFxYWaNWtSvXp1Pv30UyMCx9Lp01IBs6cA6J+RZZ0OR5P5HD582KH7eHlSUifAfxS2AQOcLGd+pgBCStkVGAksFEIUKJwuhOgPPA70MG/jzImKdBYA30ope6JFMvxYxnIbDiZTp051qP306dP5+OOP+emnn4psGxISQk5ODklJSeTk5DB48GB27NhRwMT6wgsvMGPGDKZPn46UkqioKIYMGWIUGsqPlJIZM2bQo0ePCk+lWdboN0Q9ra6+NnfwoHVk66ZNm8jKyirUVAgYiYSKUgAARowYAWBzPbYkdO/enQMHDhhJZvLy8ti5cyfdunUz1iFjY2PJyMjg5MmT5aYAxMXFkZWVRadOnSqFAnD48GFD0WvZsiVxcXFcv3690HOSkpIYOnQoDz/8MFJKTCaTXedBk8nE2rVrue+++5gwYQLZ2dk8+eSTtGzZ0mgTEhJSrCUAPZVsUFBQgYdnTEwMM2bMICUlhblz53L//ffz7rvvsnfvXp544glOnz5thJwmJiZSu3ZtfHx8bF4rMjKShx9+mJkzZ3L9+nUrBVlfq96zZ4+h1N13330AVsqMbuGxpQDoM17L95CXl8f48ePthiAWl9TUVHx9fQ1ra2RkJOnp6UyaNIkVK1YYv1HdRB8SElLg966T30IIGNa6ohQAPZS7MlHSJYCvC9m+AkoWw+QAQggX4DFgHoCU8hhaNIItq8Q/gR+klNeklNeA+Wh5ChBChAEdzPsw/20nhCjd4mshnDlzhiVLlvD888877OTVoUMHJk6caFdDt0RfS4yNjTWcjMDa2ctyre2///0vEyZMYPLkyQCsW7fOpsObLvO2bdvKxUGqIklOTqZmzZrUrl0bgMDAQHx9fQvcEHTT+oEDB4wb/4kTJ+jduzdxcXFGu+IoAF27duXll1/mn//8p1PeS/fu3cnLy8PHx4e6devy3nvvkZ6eTrdu3YwbWHx8vCGvpQJQWs/ywtCtKW3btqVBgwYVqgBkZmZy9uxZw+LTqlUrq5wI9njrrbdYvHgx8+fPZ+vWrfTu3dtuRENUVBTnzp2jf//+PPPMM7z66qu8++67Vm1CQkI4cuSIQxEIiYmJhgLQsGFDq4enlJKxY8fy/PPPU79+fZ544gn27NnDiy++SEREBH5+fgwfPpy9e/diMpk4fvx4kfeWAQMGcO3aNWJiYoxxadasGY0aNaJOnTrs3buXhIQEMjMziYyMxN3d3aqUuf752loC8PLywtfX1+o9rFu3jtmzZ9vMa5Kens769euLFamhKwCW6MtgJpPJeHAfPnwYFxcXunfvbndpT/+t6BMEgFq1ahESElKoApCWlsapU6cKOABWNCVVAA4DTfNtbYEHgSVAWcYwNAPqAJZ2ukNAZxttby2k3a3AcSllDoD5b5ydfpxCgwYNOHLkCP/973/LpH/LtcS9e/dSvXp1/Pz8rL6Y+gN+27ZtPPvss8yePZtVq1bx+uuvU7t2bSMW1ZKFCxfi5uYG3PxFh06ePGmsS4Jmmm/btm0BBWD9+vW4uLhw5coV42Y3YsQINm3aZFXmtDgKgBCCN99805iNlpZu3bpRs2ZN6tWrR40aNZg8eTI+Pj7cddddxg0sPj7emHmWlwUgOjoaFxcXWrZsSWBgIGfOnCmX0Dtb5F8D12flRS0D7Nmzh27dulGrVi1GjhzJ5s2bWbFihTFu165dIywsjA8++IDVq1cD2syzdu3avP7669SqVcuqv4iICM6fP1/kdaWUJCUl0aRJE6CgAvDHH3+wc+dO/v3vf/PWW28xZ84cEhMT+fHHH3nsscf47rvv6NevH1euXCEuLo7jx48bfdlDX4bctWsX8fHx+Pv74+3tjRCCdu3aER0dbcjdunXrAqF9hVkA9Pdg2f7LLzUXsnXr1ll9L6SUPProo0RGRhYrcsSWAgBa/D387YR65MgRmjVrRkBAAKmpqTa/k3FxcTRs2LDAEl14eHih1kB7DoAVjVsJz5toTgSUn0NCiNXAQqCsMhnopn7L2JTLgK2RDbDRzt/OsfzHy4TShHcVRf369fH29iY2Npb4+HhCQ0Np2LChlQVgx44duLu7Ex4eTteuXalXrx5BQUGMGjWKEydOsGjRImbPno2npycA2dnZrF69mrFjx7J+/fpSe8RXdmwl4enQoQNffvkleXl5uLq6kp2dzdGjR+nbty/r16/nwIED5ObmGspVSS0AzsbHx4fTp0/j6enJypUrGTx4MNOmTTMe8oGBgcTHxxtrki1atDD+L0sFICYmhuDgYDw8PAgMDCQjI4OrV68WeCiWB5Zr2vD32m5hyWmys7M5ePAgzz77LAMGDGDatGk0adKExMREVq5cyejRo/n66685cOAAr7zyCh4eHnTq1ImAgAKrlAb9+mnlU9avX1/oLDElJYVr165ZWQDOnz/PtWvXqFGjBj/88AM+Pj68++67uLu7G+cNGzbMiDjS1+x37dpFYmIid911V6FjFBwcjK+vL7t27eLo0aNW0Ujt2rXjq6++MhwnQ0NDCQoKKqAA+Pj42PVrqV+/PufOnQO0mgTLli0jICCAkydPcuTIEWM8Fi1axOLFi3FxceHdd98lMtKu65cVly5dsqkA+Pr60rhxYyMKRF+j9/X15fr162RmZuLl5WV1jh4inJ/w8HAWLFhgN+LHXghgRVNSJ0C7aY+klFlAS3vHnUh+9cyeZ0VhUwtbx2z2I4Sw2qZMmeKAiOWLEMJYSzx8+DCtW7emU6dOxMTEGAUroqOjadOmDdWrV0cIwaRJk4xCRKNGjSI9PZ2OHTsaTjwbN24kPT2de++9l4iIiCpnAQBtBpSRkWH8iPXqfroX98GDB41ZtJubm5W1oCIVAABvb29cXFwYNGgQZ8+e5fHHHzeOBQcHExcXx+bNmwkJCcHLywtPT088PT3L3ALQpk0b4G+zcEUtA+RXAGrVqoWPj4+VCTs/0dHRXL9+nfDwcF5++WXS0tJISEjglltuYcWKFQB8+OGHtGrVCpPJxMWLF+nfv3+hcjRt2pTg4OAiZ7b6TFtf7tO/q6dPn0ZKyfr16+nbt6/Vwz8/rVu3xsvLi8WLF5OZmWllzraFEILOnTuzfft29u3bZxWn3rZtW9LT01mzZg0NGjSgdu3aBRQAe0mAdPz9/Q0P+tOnT5OTk2P4I61duxYpJUuWLGH8+PF06dKFt956iw0bNhAfH09OTk6Ry1Wpqan4+dn2Sw8LCyMqKorc3FxiY2Np2bKloSzYioQpTAEA+34Ahw4dwt3d3aGl3NIwZcoUq+dUUZTUCbCXje12IcR9QoivgbKsb3nO/NfHYp+Pxf78bfO3O2/nWGH9FCiiUBkVANBmcfv37+f48eO0bt2a4OBg8vLyjLX/lJQUuz/G3r17M2nSJK5fv86wYcNISUlh6dKleHl50bdvXzp27EhycnKBxCA3Czk5OZw9e7aABcDSBAp/zw7Dw8Px9/fn+PHjhvPgvffeS3R0tGE+PH/+PNWrV6dmzZrl9Tbskj8UsXnz5hw4cIANGzYwcODfvrF169Z1SAGwl0ylMDIyMoiNjTWcK/XvYmGhgNOnTyckJMRmjYLMzEwefvhhK69zW5w/f94wxVty/PhxvLy8rBS0Ro0aFRqWpt/kLXM1CCGIiIjg4MGDXL58mWPHjjF69GgOHTrEF198wbPPPluofKClql27di1Hjhxh9erVLFiwoECq5PwzSf1hFBMTQ2xsLMnJyYY1wR5ubm50796dX3/9FdCSPxVFr169iI6OJiMjw+p968tVmzZtMmQKCgri9OnThuz2kgDpBAQEGBYAPRKpZ8+ehIaGsm7dOj7//HOGDBmCu7s733zzDQ8++CCghVaGh4cTEhJSaAVLe0sAoFn3jh07RnR0NDk5OYYFQD/PksuXL5OSkmJTASjKEfDQoUOEhIQYS6llxZQpU/IXsyuUkvoAbEQz8VtufwC/AHcA/yphv44Qj1aNMNRiX2vAlnfarkLa7QKaCiGqA5j/Btvp54YhJCTEWFNt1aqVseSg/7BSUlLsmiJdXFyYOnUqK1as4NKlS7zzzjssW7aMu+66ixo1ahgeuxUdt11W6OOW3wIQEhJCrVq1DAVAn+23aNGCJk2acOLECY4fP467uzuRkZFcvXrVGG/dJFiZQn90WrZsSVpaGjk5Odxzzz3G/qIUgPPnz9OxY8cSlaPdvXs3eXl5RgisIxaAn3/+mdjYWJvOkc899xzz58/n1VdftXu+lJJRo0YxYMCAAkltEhISaNasmdXnExQUVKgFYM+ePfj6+haYzYWEhBAfH2+sKbdp04amTZsybtw4q0JQ9njxxRfx9PRk0KBBDBo0iJEjRxZ4z4cPH8bb29v4joaHh+Pm5sb27duNUrd9+/Yt8lp6EiE/Pz/CwsKKbG/5/ejc+W83KUt/Fd1/IigoiLy8POM+4YgFICMjg4yMDGPcGzVqRGRkJKtXr+bZZ5+lT58+JCUl0bJlS1q0aEHTpk3597//TXR0NJcuXbK7/q7ntLCnAPTs2ROTycSsWbOM92BPAdBLs9vy0alduzYtWrSwqwDs37/fUHorEyVVAOLRHvSW2+1opv+mUsrSVVsoBCmlCS0N8VgAIUQLzN78QohWQojfhRB6Uus5wEPmvAE10EIG55j7iQL2Aw+Z2z4ExEgpS19dowKxXJ/r1KmTsVaYlJSEyWTi3Llzha5FgmYifOSRR/j00085deqU4d2s36xvVgVAn/XltwC4uLjQuXNnw//h2LFj+Pv74+PjQ+PGjQ0FoEmTJoZpW5+pOZIFsKJ46qmneOCBBwgNDeW2224z9helAMyaNYuoqCiklDbTvhaGnpdAD3V0RAHQzfSJiYlWOS2uXbvG3Llz8fPz488//yQhIQEpZYG0smvXrmX9+vVG0Szd3CylZO/evVYx3eCYBaBTp04FlLrQ0FByc3ONZYDiOnP6+/vz3Xff4eLiQkREBA8//DDz588nLS3NaHP48GFatmxpXNvDw4MOHTqwbds2vv/+e8LCwmzOUPOjKwB9+vQpNBmZTlhYGLfccguenp5W4Yu1atViypQp9OzZ05iZ67+f5ORkIwtgYRYA3TJ17ty5AgoAaJamzz77zKpWga7kjBs3DiGEofzkJz093YiEsUWvXr2oVauWkdK4pAoA2M8IeOHCBU6ePFnq5F5lQUkVgFlSyk35ti1SymNSyvIo7zUFEEKIHWix/A9JKc8CtdGUkGoAUso1aOGCW83bl1LKlRb9jABGCyE2A48C9vPy3iDcc889TJgwgQ0bNhAcHGzMFJKSkowUr0UpAACTJ0+mXbt2PPHEE4bzkK7FV3Tc9qFDh7j//vudnj1M7y+/BQAwCrakpqYaWfMAQwFISEigadOmhke1fiNzJAtgRVGzZk0WL17MkSNHqF69urG/MAUgOzubOXPmMHDgQO6++26WLl1aLA/+7du3ExISYsyIa9asibe3t93v1IULFzh//jwdOnQwwtZ0Dh8+TF5eHpMnT8bV1ZXx48cbHtpbtmwx2n366acEBgbyxx9/kJ2dzT/+8Q/eeecdfv31V06ePGm1/AHaA+zSpUtkZGQUkCcnJ4eDBw/azNeuKxK//PILXl5eJXL4HTRoEEePHmXr1q08/fTTXLt2zTDV6+85vyNZ9+7d2bRpE7t27WLMmDEOXadLly506dKFRx55xKH2Qgj+85//8NRTT1k9iEFLFvTnn3/Sp08f4O+Iivj4eC5dukROTk6hFgD9fqQrAPXq1cPDw4N+/frx3//+l/379xdQ0qZPn86aNWuYO3cu4eHhdhUAfbnSngJQvXp1I6PigAED8PX1tasAREdH4+3tbfdz7dy5M0lJSZw5c4YZM2Zwzz33kJeXZzgZVkYFoMDatjM2YHZZ9FsRG5qjoLyRCQgIkI8//riMiYmRgFywYEGJ+rly5YoE5PTp050soeOkpaXJunXrSkC+9NJLTu379ddfl0IImZGRUeDY5s2bjbHz9vaWTz31lJRSyk8++UTq35Enn3xS5ubmSjc3N0O2pk2bylGjRjlVzrJm4sSJsnbt2jaP/fnnnxKQv/zyi5wzZ44E5L59+xzqNzMzU/r5+cnRo0db7Q8JCZHDhw8v9HqvvfaaBOTy5cuNY99++60E5KFDh+RLL70kAeO7MXHiRCmllCdPnpQuLi7G5zFmzBgJSCGE8blduHDB6prff/+9BOThw4cLyLNnzx4JyIULFxY4dvHiRaPPW2+91aExKQyTySSbN28uO3XqJPPy8uSFCxckIKdOnWrVbtmyZRKQAQEBMiUlpdTXLS3Z2dnGb+DgwYN2x0tn165dEpBLly6V/fv3l+Hh4cW63lNPPSXr1Klj81h0dLQE5I8//ljo9ceNGyfT0tKklFJeunRJAvKDDz6watenTx8ZERFht5/9+/dLQA4ePNj4HixevFhOmzbN5vesPLB4ftl8vjlkASgq818FZAJUFINGjRqRlJRkmD4dsQDYombNmmWeu/3jjz9m5syZdo//+eefxuz0hx9+sHL++eOPP5g8eXKJY8qPHDlC48aNjRBIS7p06YKXlxcvv/wy6enpxqxRX2IBbebj6upKw4YNC/gA3EjUrVuXK1eu2MyGp/tBdO/enaFDh+Lh4cHs2bMd6nfu3LlcunSJRx991Gp/YcmA9PAyfRnKMsPcwYMHqV69Os2bN+e1117jzTffZNu2bQwYMMDI8a5/R/SZ8eeff86FCxc4duwYoaGhDBkypMD6vG7CtuUHYMsBUMfS07yoNN+OoEcb7d27l++//96Y5d5xxx1W7e655x7OnDlDcnJypbA26Z/JoUOHCk0CpJN/CaC4lpPAwEAuXrxYIOU5/G0B0BN72aJz58588cUXhqNu7dq1EULYtAAUtqzTrl07mjRpwtKlSwkLC6NZs2a8++67bNu2jaCgIIf8QMode5qBtJ4Fm4q55TnS742wcRNYAB544AHZsmVLuWDBAgnImJiYEvcVHBwsR4wY4UTp/ubSpUvSw8NDBgYGSpPJZLPNlClTpBBCfvbZZxKQf/75p5RSyoSEBFm7dm0JyJ9//rlE1+/YsaPs37+/3ePDhw83NOrMzEwp5d9aPyAPHDggpZSyV69esmfPnjIrK0sC8u233y6RPBXF7NmzJSDPnDlT4NiIESNkUFCQ8frxxx+XNWrUkOfOnSu0z9zcXNmwYUN5++23Fzj20EMPyeDgYJvnjR8/Xnp7e0uTySR9fHzk008/bRy7++67Zfv27Quc8+mnn0pAHj16VHbp0kV27tzZZt8mk0nm5uYW2H/8+HEJyP/9738Fjo0ZM0bWrVvX7vfzvffek5MmTZLp6ek2jxeXvLw8GRERIevVqyd79+4tAwICZF5enlP6LkuGDBkiQ0NDje/S8ePH7bbVfydvvfWW9PLykv/+97+Lda0vv/xSAjIhIaHAsVWrVklAbt++vVh9+vj4yAkTJhivU1JSJCA//PDDQs975plnJCDXrl0rv/rqK+Pe8J///KdY13cWOMMCgO3Mf/a2Zlhn31NUMPo69dmzZ4GSWwAAI3ObLU6fPm3lsFRcvvvuO7Kysjh9+rTdwkS7d++mVatWPPzww3h6ehqlkqdNm0ZOTg7NmzfnlVdeKbYVwGQycfToUSsHp/zMnj2b4OBgxo0bZyQ10WOoH3jgAcPLV7e4VHQOgJJSWDbAnTt30qVLF+P1c889x/Xr14ssirR27VpOnjzJxIkTCxyzlQ0wOTmZo0ePsmnTJrp3744QgubNm1slWYqOjrbpWT1o0CAA3n//fXbu3Gk4p+VHCFFgPRu0z8/Ly8tmPvgtW7bQo0cPu1EdL7zwAlOnTi2QQKakuLi4MHfuXFJTU9m4cSMDBw50yGmvomndujVxcXGsXr2ahg0bWlnK8lOjRg1q1arF7t27ycjIKPQ3aIvCHEl1C0Bxk0z5+vpaWQCKcgDUefHFF1m4cCH9+vVj9OjR9OvXjyZNmhQapVKROPpNmimlPOHglgjYt+Eqyp3mzZuTlZXFvn37cHNzsxsS4wj2zLUmk4nu3bszfPjwEvf9888/G7Jt27atwHEpJbt376Zz5854e3szZMgQFi1aRHp6Oj/99BODBw9m0qRJHDp0qMgiPfk5deoUmZmZhd58/Pz8iI2N5fPPPzf26Q5sixYtMvY1atSIkydPGgrXzaIAXL58mYSEBKswsNDQUJ544gk+++wzI5bbFvPmzaNevXpW4WQ6gYGBZGZmGsrjjz/+SKNGjWjZsiXR0dH07t0b0L7H+hLA5cuXSU5OtnlDbtSoET179mTu3Lm4uroaVfccxcXFhbCwsALFaFJSUoiLi7OKmCgP2rVrx7Zt25g6dSovv/xyuV67pLRq1Yq8vDyWL19OZGRkkWGwgYGBbNigJY8tbrpcRxSAwpYAbJFfAdDrV+hRPvYICAhg+PDhRiKeVatWcfDgQby9vYt1/fLCIQVASvm5EOJV8xbiSPvSi6ZwFrrH+qZNm/D39y/VDEJXAPLPsPfs2cOJEydYs2ZNkVWxbKFXExs5ciTe3t5s3bq1QJtTp05x9uxZ4wH02GOPcfnyZQYNGsTFixd56KGHuP/++3Fzcyt2eJplKtPCsDVrbNCggdWYNm7cmLy8PCMe/GZRAPS8+ZahpgAPP/wweXl5BUoP65w7d45ly5bxyCOPWEUb6OSPLvn111+t1kt17/IWLVpw4sQJcnJyipyRjRw5EtA81IvKdGeLTp06ERUVZeVjoiuljiTOcTa33norkyZNKvNMcs7CMhdBUYmJQAsL1R/WJVUALAud6ThTAfDz86N+/frF6sfNza3SPvyheGGAT5WZFIoyRX+onThxotSFZoKDg8nIyDAcCnWWLl2Ki4sL3t7eVjW2C2P79u20aNGCdu3aERUVRWZmJj169CAsLMzQuC3RlYJu3boBWizziBEj2LhxIx07duSuu+7Cz8+PyMhIfvrpJ7vLAFlZWTz77LNGeA5ohUeqV69uM7yruOg3af2BcbMoAPoNNn+YZMeOHXFzc7NZSRK0pZ3c3FzGjRtn87ieYCopKQkpJX/88Qd33303EydOpGbNmobDXfPmzY1QQMuKgrYYO3YsS5Ys4aWXXnLkLRegY8eOpKens3LlSuN7pOd20IvIKOwTEBBAdHQ0EyZMsGn1yY9u5QkICCi2s5yfnx/u7u52LQCurq7FXpKpW7euVYrhmJgY2rZtWykTepWG4igAZ6WUb0gpjwkhjgshEvStzKRTOIXAwEDDs720sxddO9dnzDorV67ktttuo0ePHnYfBMnJyYwePdootTl9+nTi4uKIjo7mlVdeATTvad2ErpOQkEB2djZbtmzBy8uLDh06GMfmzJnD/Pnz2b59u5H//N577+XEiRN2K6v961//4sMPP+T+++/nypUrSCn59ddf6du3r1MK0ujy/fLLL1SrVq1AYqHKjn4Dzp9jXf9M9Ae2jp6MxlahqPT0dGbOnEnXrl3tzuzat2+PEIJdu3YRExPDuXPnuOOOO/joo4+4cOEC1apVA/5OexsXF2eYVe2tLVevXp377rvP5hq/I+hKx7333suyZcsALW1wQECA09b3b3batGnDJ5984tAMWE9MVJJqeUIIAgMD7SoAtWrVKvaD2zIXhpTSqn7FzURxFADL6VRvtOx/WUAfZwqkcD4uLi6G2ba0CoCehESfDQFcvXqVAwcO0Lt3b7p06WLkDM/PBx98wLfffsvUqVPJyclh/fr1PPbYYwQGBrJmzRrq1atH06ZNjRKnJpOJa9euERwcTJcuXdiyZQtdu3a1yqddu3ZtRo4caVX85O677wawmfs9NTWVefPm0b9/f5KSknjxxRfZtWsXCQkJDB48uFRjo6NXWLxy5QqdOnWyWwWtslK9enVq1apVwAJw8uRJXFxcbJpBIyIi2LVrV4Hc9VOmTCE5OZn333/f7vV8fHxo06YNW7duZfny5YBmQhZCWC0Z6N/h2NhYIySrrGZk7du3NxxMly5dCvydNljhfJo0acKtt97qUBpjWwQGBtpdAiiu+R80BeDSpUvk5uZy6tQprly54rQy3ZWJklYD1J39sqXtssCKSkZISAiurq6ljk/WK35ZWgB2796NyWSia9eudOnSBZPJVMAJLysri2+++QZXV1c+/fRTw3nv3nvv5a233qJv377Mnz8fIQRBQUHk5ORw4cIFwxP7wIEDREVFOaTANGrUiNatW9vMDqZbBcaPH8+ECROYM2cOQ4YMoX79+na9xUuCvpSgZxm70bCVDfDUqVPUr1/fZkGTiIgI0tPTrb4XWVlZzJ07l5EjRxb5ufXo0YNt27Yxb948evXqZTMWvG7dutSqVYuDBw+ye/dupyzX2EMIwahRoxg2bBirV69GSqkUgDJm586dTJ48uUTnNmjQwGZ0UkkVAH3Z7tKlS0UuN93IlEk8iRBiQVn0qyg5EyZMYNq0aaV2SBFC0Lp1a6sbvW7yj4iIMCrn5S8Ss2nTJlJTU/nkk0/Izc1l7Nix1K5dmzvuuINHH32U3377zXAW0teYk5OTDUVi7NixPPPMM0aZ0KLo3bs3f/31VwE/AL2SX8uWLXnzzTcZOnSo4TTozEQdN7oCUK9evQJe/bZKJevoiqXlMsDSpUtJS0tj7NixRV6vR48epKWlER8fXyBRkI5e7nrhwoVkZGRw3333OfhuSs7dd9/N2bNn2b17N0lJSUoBqKT4+/sbYbeWlMYCAJofjKMRADciZRVQWrgrtaLc6dWrl0MlSR2hdevWHDhwgNzcXEBzdgsNDcXPz4+AgACCg4PZvHmz1Tn6TH748OE89thjXL9+nY8++sjmeqq+Zn7y5En27t2Lr68vX3zxBR999FGB9Wd7hIWFkZaWZniu6+h575s0aUKtWrX48ccfSUxMNNYgncWgQYPo1KmT4cF+o1G/fv0CM6pTp07ZVQBatGiBr6+vlQLw7bffEhQUZDh4Fcb999/PpEmT+Ne//lVoKOnTTz9NZmYmvr6+DvVbWnr27Alo/hwmk+mG8cKvavj7+3Pp0qUC2SudoQDExMRQv379ypnJr5QURwHoIITIs9xs7TPvL7q+pOKGZeDAgVy6dIl169aRnp7O77//zp133mkcv+OOO9i4caOhIIAWRhMYGIifnx8zZsxg7dq1jB492mb/lhYAe5XXikJ3xLP09AdNAWjevHmZ1+Xu2LEje/bsuWFvGrbyPZw8edKuAiaEICIiwlAAzp49y9q1a3nkkUccCjv19vZm6tSpzJw5s1CfiTFjxvDggw8yYcIEwzmwLGnatCleXl4sWbIEQFkAKil6OuH8y1bOsgDcjOZ/KJ4CkAp8m2/7xsa+78xtFTcpAwcOpF69esybN48VK1aQlZVlNWu74447uHLlilUiFcsfkaenZ6HJQfz9/alWrZoR7lWSKlpt27bFxcXFpgJQ3ExjVRE9v3pOTg6gOXqmpaXZtQCAFp4ZHR3NmTNnmD9/PiaTyeFqc44ihOCnn34qMvOgs3BxcaFdu3YcPXoUFxeXm/ZBcKNjWU/AktL6AKSkpBghgDcjxVEAkqSUjzqwjQGcW6dVUamoXr06Y8eO5ddff+Xtt9+mQYMGVk5eutlbr4uel5fHoUOHHP4Rubi4EBQUxG+//UZ2drbNdK9F4enpSWhoqJUScv36deLj45UC4AB6ch49m6HuYV3YEszw4cORUjJr1iymTZtGz549b4qxDgvTDJq33XbbDWvRudmxpQCYTCauXLlitxRwYeif865du8jKyrop1/+heApAZBm1VdyAvPDCC9SqVYvo6GjeeecdKzNvQEAAAwcOZNasWaSnpxMXF8e1a9eK9SPq2LEjBw4cAErufdu6dWvD6Q+0+uS5ubk3xUOprMmfnU/PAVCYBSA0NJTu3bvz9ttvc/78eT744IOyF7Qc0BP/OCtMVOF8bCkAFy9exGQyFTt7H4C7uzs1a9Zk06ZNwM0ZAQDFUACklAVdLJ3QVnFj4ufnxw8//MBnn31mlFq15JVXXuHixYvcf//9fPDBBwghiuW0pXvPCyGM3APFJTg4mMTERCM2XQ8BVApA0egKgO4I6IgCAPDOO+8wcuRIFixYYFUz4Eamf//+dOvWjREjRlS0KAo72FIAdOtVSRQA0PwAEhK0PHclSVB0I1C2nlCKmxo94Y4tIiIimDNnDs888wy//fYbd999d7EcqHQFoHnz5iVOpNOsWTNycnI4ffo0QUFBhjWgqHz/ioIKgL4EUFhdd9Ayujk7oqKiadasmc3iVIrKg4+PD25ubk5VAAICAjh+/DgeHh5OyRBaGan8dSUVNyz//Oc/+f3332nXrp2R6tdROnbsiLu7e6lMb8HBwQCGFn/kyBECAwNv2h+zM9GLRllaAOrUqXPDZTVUVA2EEPj7+ztVAXjttdcAzan5ZuWGsgAIIWoAc4CWaLK/JKVcZ6ftIOBf5nY+wNdSypkWx9cANSxOSZdSFl21QlEsevToYazlFwd3d3e+/PJLo5JhSdAtDvHx8dx+++0qAqAYuLq6EhAQYMz8T5065XAOBoWiInC2AtC/f3+Sk5OpUaNG0Y1vUG4oBQCYAggpZVdzWeIdQohWUsoUG20/BIZKKfcJIeoDMUKIE1LKpebjZ80RC4pKil7StaQEBQXh6upKQkICUkoOHz7MqFGjnCTdzU+zZs2Ii4sDCs8CqFBUBurXr2+Vu+Ls2bN4eXmVKvvpzf6dv2GWAIQQLsBjwDwAKeUxYB/wsJ1TZkkp95nbngU2oKITqhTVqlWjcePGxMfHk5SUxJUrV0oUUlhVadu2LdHR0UgplQKgqPQ0adKEEyf+Lk1z9uzZEs/+qwo3jAIANAPqAJY1Xg8BNl2NpZQf5ttVA7CMTvASQswXQmwWQvwqhFDZC29CQkJCOHLkiLEMocd0K4qmbdu2pKamEhMTw/nz52nSpElFi6RQ2KVJkyZcvHiRq1evAkoBcIQbSQEIMP+9YrHvMuBf1IlCiFrArcBXFrvjgdeklD3RrApbhBANnCOqorLQvn17Dh06xO7du4GbN563LNDHavbs2YCWCEehqKzoCqpe/0MpAEVzIykAOjLfa0eSxL8HvGFZulhKOUlKGWf+fzmaNeEf9joQQlhtU6ZMKb7kinInLCyMnJwcFi1aRHBwMDVr1qxokW4Y9MRNn332GTVq1KBLly4VLJFCYZ/8CsDp06ernAIwZcoUq+dUUVQaBUAIsVoIkW5nWwfo7p0+Fqf5WOy31+8TwHUp5awiREgCGts7KKW02pQCcGOgm/yPHDliZHRTOEa9evWM6nfh4eG4u7tXsEQKhX3072piYiIXL17k8uXLRihwVWHKlClWz6miqDQKgJTybimlt50tEs1kfwnrUsOtgV32+hRC3A/0AZ4xv25h/usvhBiTr3kAcBrFTYVl0p/HH3+8AiW5MVm+fDl9+/ZlwoQJFS2KQlEo9erVw8PDg8TERI4dOwZQqjDiqsANEwYopTQJIeYCY4HN5od5B2AUgBCiFfApECmlzBNC9AImAg+iOfwBvAyMBjyB54QQP0kpM4QQt6L5CIwr57elKGPc3Ny45557cHNzKzRzocI2bdq04bfffqtoMRSKIhFC0KRJExISEoysn0oBKJwbRgEwMwWYI4TYgSb7Q+YQP4DaaAmCqgF5wAIgELAsEL3J/Pcs8CuwXgiRC1QH7pdSxpb1G1CUP8uXL3fIHKZQKG5swsLC2Lx5My1btsTNzU1FrhSBUDfGwhFCSEA9QBQKhaKSM2vWLCZMmEB4eDjp6elGAbCqiu4IKKW06RFYaXwAFAqFQqEoDT179gRgz549yvzvAEoBUCgUCsVNgR66Cqi03w5wo/kAKBQKhUJhE1dXV3788Uc8PDwYNGhQRYtT6VE+AEWgfAAUCoVCcSOifAAUCoVCoVAUQCkACoVCoVBUQZQCUAGoNMJqDHTUOKgx0FHjoKHGofzGQPkAFEFZ+AAIIaq8T4EaAw01DmoMdNQ4aKhxcN4YKB8AhUKhUCgUBVAKgEKhUCgUVRC1BFAE+hKAQqFQKBQ3ImoJQKFQKBQKhYGyACgUCoVCUQVRFgCFQqFQKKogSgFQKBQKhaIKohQAJyGEuFUIESeEGFNIm9uEECuEEL8LIfYIId4WQrjka/OYEGKrEGKLEOKAEOL2MhfeSThjDIQQZ4UQGy22GCHEsnJ5A07CSePQSgixwfw92CeE+G+5CO9EnDQOAUKIxUKIzUKIg0KIR8tFeCfh4BjcKoRYIoRYZ/6sfxRC+FkcryGE+FoIsUMIsVsIEVkuwjsRZ4yDo/1UVko7BkKIakKIf5vvi5uEENuFEH1LI5OqBugEhBD3A0OBK0U0fQv4QEq5TAjhDewGzgEfm/sZCvQFekkp88w3u/plJ7nzcNYYAL9IKZ+26PdjYG8ZiFwmOHEcvgHWSyknCyHqALFCiP1SyjVlJbszceI4LAA2SSkfFEI0AqKFEIellDvKSnZnUYwxGAyslFJ+IYRwBdajjYv+O5iC5q/VVQgRAuwQQrSSUqaUkehOxVnjUIx+Kh1OGoNbgGeADlLKK0KIfsBSIUSolPJUSeRSFgDnsEtKORK4WkS7X4HlAFLKdGAFYKnNvwq8IaXMM7f5Skr5o/PFLROcMgb5Hv6uwCDgF2cLW4Y467vQBthuPn4RiAU6OlvYMqTU4yCEaAj0Ab40H09CuyGOKxuRnY6jY/ANMB/A/NvfAzQBMFtDHgPmmY8fA/YBD5eNyGVCqcehmP1URpwxBleBV6WUV8zH1wPXgO4lFUopAE5ASnnSwXYfSeuwixrAeQAhhD/QCuhgNv1uFkL80/nSlg3OGAMb3AnskFLeMD94J47DSjTlByFEMzSF4C9nyVnWOGkcbjH/vWBxPAXoUGoBy4FijEGslDILQAjRABiI+YEPNAPqAEcsTjkEdHaiqGWKk8bB4X4qI84YAynlRSnld3pbIYQAqmP//lkkSgGoIMyz27uAz8y7mgACuB/twTcMeFkIMaJCBCwHbIxBfkYB39k5dtNgZxzGASFCiHi0WcCzUso/KkK+8sLGOOg3zVssmtUHfMtTrvJCCPETcAxYIKX82bw7wPzX0nR8GfAvR9HKFTvjUKVwcAxuB04Af5b0OkoBqDieB36VUuqzOne0z+MTKWWelPIM2sNvbEUJWA7kHwMDIYQnmmlrXblLVf7YGodfgO1SymCgPfCsEKJThUhXfliNg3ld8zfg30KjFZqPzLUKlLHMkFIOBRoA3YQQ7+c/nO+1zcxuNwNFjEOVoKgxEELUAN4BxkgpTSW9jlIAKgAhxAA0E94ki92p5r+Wjj0ngYblJVd5YmcMLBkMrND9IW5WbI2D+UF3J/ARgJQyGW3t+z8VIGK5UMj3YQTgCWwFXgO+QJv13JSY/SCmoik9NdAcIgF8LJr5WOy/KbExDlUOe2NgNv3/D/hQSrmnNNdQCkA5I4ToiubJ+YjZ07+F+VAskIm1aa8ecLqcRSxzChkDS256838h41Dd/Pe6RfPrQK3ylK+8KOz7YF73HCul7C6lHIH28LuplkKEEE/k25UBuKL5Q8QDl4BQi+OtgV3lI135UcQ4VAkcHIMZwE4p5U9CCHdzdEyJUApAGSKEqGt25tPjOFuhhTc9BriZw55eBZBSZgPfYvZwFkJ4AcPRvEJvWIozBpbnAEGl1W4rE8UchyPAKeAhc9uawL3cBA++4n4fhBDfmb8PCCFaA7ehWQFuWPKPAfCQEKKH+ZhAG4s9UsrLZvPuXMxLgWblqANmT/EbmeKMQ0XJWNYUdwyElg/EDfja/FsJpjTLxFJKtZVyA8KBjWjOOUfQYtkBgtA8NBuaX29FW8uz3BIt+vFCm/XuQfP4fgFzvYbKvjlrDMxtngZequj3VMHfhc5ozj2b0cK+pgNuFf3+KmAcpgIxwBZgDdC6ot9bGYzBPWjK3R9oM/tfgWYW/dQAvgZ2oOVJiKzo91ZB42Cznxthc8YYACE2fisSmFJSuVQxIIVCoVAoqiBqCUChUCgUiiqIUgAUCoVCoaiCKAVAoVAoFIoqiFIAFAqFQqGogigFQKFQKBSKKohSABQKhUKhqIIoBUChUNhECHGvECJKCCGFEFMqWh57OFNOIUQHIcRoJ4nm6DXvFELcU57XVChAKQAKRbliLvV8VQhx3fzQusviWBvzQ2x0vnO2CSEuCSGOCSEeLC9ZpZTLpJQdyut6jiCEGCOEGGO5z1lyCiF6A0so/7LLe4DXhRATyvm6iiqOUgAUinJEStkHLb2zK9BPSrnW4nBkvr/6Od3RakV0lVIuLhdBKy9jzJtTEUL4AIuAF6SUR5zdf2FIKVOBocAMIUTn8ry2omqjFACFovxZh1bO9c58+yOBaOBOcx5wAIQQdQCTlPJS+YlY5RiHVoyrQurPSykTgKXYr46pUDgdpQAoFOXPBrTqfv30HUIId7TCHp+gVYTsaNG+H/C7uV0HIcSP5uWDKCHEXsslAyHEcCHESfNSQoy+ZCCEeFIIES+ESBVCvGHe5yGEeF8IcVwIcVQIcUAI8Ygjb0AI0UgIsUgIccLc7wYhRBeL408KIQ6Z5RgvhPifEGK/ECLRlqlbCDHALG+SEGKH+X0kmpc+ooQQrkKIKLQaCZ0t3v8/8nXlKoR4TwixxzwObzvyfoAHgT+lRW11IcR0szxSCNHEvO8fQog4877e5n2BZlnShRAbzcsUW4QQKUKIuUKIakKIweYxOi2E+FwIUd2GDL8DA8xFXhSKsqeiiySoTW1VcUMr9JNs8bov8BXQBK3AxySLY/OAXub/J6FVjXQzvw4BLgBDLNpHmPt4MN813wAmWrxeCcQBgebXPYBrwD/ynWdVcASoAyShFSqpZt73PFrp0pYW7fT3cgBoat73BGACQi3atUNTiF43v3ZFWya5BnydT5aNwEY7YyqBRCDc/DrSvK/Q4jmAh1mmV20cG2Puo4nFvt7mfb1tyJYCPG5+3QrIA+YAj5r3tTHve8zGtfR++1X091NtVWNTFgCFomJYBzQUWolb0B5W66SUiWjr/XdZtO0GbDf//zXaQzwXQEp5DPgNeFxvLKX8C63i2Bh9n3lJYQTwg/n1ncAA4F0p5WnzeVvRHuqvFyH7/6FVMXteSnndvO9DIBXbJuw/pJTHzf//grb8cbvF8RfRlId3zHLkAS8B7kXIYYsoaS4jLaVcB6SjPVgLI8As04USXC8/LsCX5usfBg4BD6ApbUgpY4DDQB8b5543/23gBDkUiiJRCoBCUTGsM//VlwHuRHuQ68e6CyG8hBCtgHiLB20aMFEI8ZcQ4qDZLB4JNMvX/zfAXUKIAPPrPkCMlFJ/yOn+B1vznRcNNNFN3na4EzgnpYzTd5gf2kew/bA9ZvG/7scQYLGvm1m2bIv+TqGVTi0ux/K9Ts13LVv4m/9eK8H18nPcPBY6l2zsuwjUt3Gufv2i5FUonIJbRQugUFRRdqM9HCKFEAsAKaXUZ4DrgfFoD9Ng/lYWQJtd9kYzPx8BEEJ8TcEH7/fA28Ao4ANgNJpSoFPX/HeREMLy4eSJZsaug2ZOt0VdoJZZ+bDEB20mnZ9M/R8ppcns3+hqcbw+2kw5P1fsXL8wMvO9NuW7li30929L9tJeX9rZZ0sm/fq5TpBDoSgSpQAoFBWA+UH4O5oZfiB/z/4B/kB7CNyFNrN/DjSnPTRntdmyiFA1KeVJc/+jhRD/A3oBj1k00S0BA6WUScUU/wLgIp2XI+AM4Gtjv4+T+i+KFPNfj0LaWCoHXmUkh6f5b0qhrRQKJ6GWABSKimMd2sPkJSxm+VLKq8AONOWgqZTyqPlQNbSZo8zXjy1zMmj+Au3RLAHLLJYRQLMyAIRZniCEuMUcZWDLS93y3IZCCL98594lhHizkPPssR1obY6E0PtqCNS20fY65oexEKKe2ZehtKSY+y3M9G6poIQ64Zq20D/H5DLqX6GwQikACkXFoT/0A4EtNo4F87fzH1LKNGAzMMz8gEQI0R0tgsAWSzD7DGBt/kdK+TuwHHhDCFHf3JcX8BGQIqXMKUTuD4HTwEe6oiCECAI+BvYXcp493kab/b5k7ssVeA3NgS8/x4FbzE6N9+nnlAazYvQ70LKQZkPMstU1X7csaI22LLS9qIYKhVOo6DAEtamtKm9oHuGrbOzXQ/mG5dsfhOapfxYtlHAeWjhfDhCFRbiauf0XwEE713YH3kV7qB4E9gGvAq7m4/ea+5Tm6y2zOLchWkRBsvm87ZayAsPR1vUlWsjgZLQHnGV/31q074/mgJiEpgzdjeaD8FU+mUPQ/CcOm6/bFeiZr99ZaMsHUeZxuQT8VsTnMBbNC79Gvv1jzP0eRXNyXGF+bxIthPJVtKWDKDSFJR34y3zuX0XsiwI8LK71G/C/iv5Oqq3qbELK/NZEhUKhqHiEEGnAZ1LK/5bDtaqjKRSfSylnWuwfg5afoanUQjTL6vpd0aw+7aSUJ8rqOgqFJWoJQKFQVChCiOZCiNfz7WsE1ARiykMGqS15DAbGCyHuKI9r6gghmqHlCXhQPfwV5YlSABQKRUXjDTwjhGgJIISoBrwHxAMLy0sIqeU16F5e17OgNlo0xroiWyoUTkQtASgUigpFaMWOpqKFKmaj5SDYiZZpMKEC5foCLclSEJrPwdtSyvkVJY9C4WyUAqBQKBQKRRVELQEoFAqFQlEFUQqAQqFQKBRVEKUAKBQKhUJRBVEKgEKhUCgUVRClACgUCoVCUQVRCoBCoVAoFFWQ/wdSrV/+XnQ1xAAAAABJRU5ErkJggg==\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "Image('continuum.png')" + "line.subtract_continuum(poly_degree=3,\n", + " plot_filename=None)" ] }, { @@ -405,57 +388,47 @@ "name": "stdout", "output_type": "stream", "text": [ - "Plotting integrated line: line_flux.png... [DONE]\n", - "Mean wavelength (nm): 1282.09 +/- 0.02\n", - "FWHM (km s-1): 202.82 +/- 8.47\n", - "Radial velocity (km s-1): 20.5 +/- 5.8\n", - "Line flux (W m-2): 1.43e-18 +/- 2.79e-20\n", - "Line luminosity (Lsun): 1.06e-06 +/- 2.07e-08\n" + "Plotting integrated line... [DONE]\n" ] }, { "data": { + "image/png": "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\n", "text/plain": [ - "(1.4349177338040668e-18, 2.7893093792069743e-20)" + "
" ] }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "line.integrate_flux(wavel_int=(1.280, 1.285),\n", - " interp_kind='linear',\n", - " plot_filename='line_flux.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the plotted output from ``integrate_flux``." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean wavelength (nm): 1282.09 +/- 0.02\n", + "FWHM (km s-1): 202.63 +/- 8.61\n", + "Radial velocity (km s-1): 20.8 +/- 5.6\n", + "Line flux (W m-2): 1.43e-18 +/- 2.78e-20\n", + "Line luminosity (Lsun): 1.07e-06 +/- 2.06e-08\n" + ] + }, { "data": { - "image/png": "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\n", "text/plain": [ - "" + "(1.4349177338040668e-18, 2.775071343210792e-20)" ] }, - "execution_count": 12, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "Image('line_flux.png')" + "line.integrate_flux(wavel_int=(1.280, 1.285),\n", + " interp_kind='linear',\n", + " plot_filename=None)" ] }, { @@ -469,7 +442,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will now use the [fit_gaussian](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine.fit_gaussian) method of `EmissionLine` to fit the spectrum with a Gaussian function while mapping the posterior distributions of the 3 free parameters (amplitude, mean, and standard deviation) with the nested sampling algorithm of [UltraNest](https://johannesbuchner.github.io/UltraNest/index.html). \n", + "We will now use the [fit_gaussian](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine.fit_gaussian) method of [EmissionLine](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine) to fit the spectrum with a Gaussian function while mapping the posterior distributions of the 3 free parameters (amplitude, mean, and standard deviation) with the nested sampling algorithm of [UltraNest](https://johannesbuchner.github.io/UltraNest/index.html). \n", "\n", "The argument of `bounds` is a dictionary with the prior boundaries of the three parameters (`gauss_amplitude`, `gauss_mean`, and `gauss_sigma`). If any parameter is missing or `bounds=None` then conservative boundaries will be estimated from the spectrum. The posterior samples will be stored in the database with the `tag` name and a plot is created with a comparison of the data and best-fit model (i.e. the median parameter values)." ] @@ -483,14 +456,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "Creating directory for new run ultranest/run1\n" + "Creating directory for new run ultranest/run1\n", + "[ultranest] Sampling 400 live points from prior ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/tomasstolker/.pyenv/versions/3.9.6/envs/species3.9/lib/python3.9/site-packages/ultranest/store.py:194: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "/Users/tomasstolker/.pyenv/versions/3.10.0/envs/species3.10/lib/python3.10/site-packages/ultranest/store.py:195: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " 'points', dtype=np.float,\n" ] @@ -499,69 +473,60 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ultranest] Sampling 400 live points from prior ...\n", "[ultranest] Explored until L=-1e+07 \n", - "[ultranest] Likelihood function evaluations: 48776\n", + "[ultranest] Likelihood function evaluations: 53479\n", "[ultranest] Writing samples and results to disk ...\n", "[ultranest] Writing samples and results to disk ... done\n", - "[ultranest] logZ = -1.325e+07 +- 0.2012\n", - "[ultranest] Effective samples strategy satisfied (ESS = 1799.4, need >400)\n", - "[ultranest] Posterior uncertainty strategy is satisfied (KL: 0.47+-0.08 nat, need <0.50 nat)\n", - "[ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.51, need <0.5)\n", - "[ultranest] logZ error budget: single: 0.23 bs:0.20 tail:0.01 total:0.20 required:<0.50\n", + "[ultranest] logZ = -1.325e+07 +- 0.1514\n", + "[ultranest] Effective samples strategy satisfied (ESS = 1791.3, need >400)\n", + "[ultranest] Posterior uncertainty strategy is satisfied (KL: 0.46+-0.07 nat, need <0.50 nat)\n", + "[ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.15, need <0.5)\n", + "[ultranest] logZ error budget: single: 0.23 bs:0.15 tail:0.01 total:0.15 required:<0.50\n", "[ultranest] done iterating.\n", - "Log-evidence = -13250634.57 +/- 0.36\n", + "Log-evidence = -13250634.12 +/- 0.33\n", "Best-fit parameters (mean +/- std):\n", - " - gauss_amplitude = 1.23e-15 +/- 1.07e-17\n", - " - gauss_mean = 1.28e+00 +/- 5.77e-06\n", - " - gauss_sigma = 4.30e-04 +/- 5.96e-06\n", + " - gauss_amplitude = 1.23e-15 +/- 1.08e-17\n", + " - gauss_mean = 1.28e+00 +/- 5.89e-06\n", + " - gauss_sigma = 4.29e-04 +/- 5.91e-06\n", "Maximum likelihood sample:\n", " - Log-likelihood = -1.33e+07\n", " - gauss_amplitude = 1.23e-15\n", " - gauss_mean = 1.28e+00\n", " - gauss_sigma = 4.30e-04\n", "Calculating line fluxes... [DONE]\n", - "Log-evidence = -13250634.57 +/- 0.36\n", - "Integrated autocorrelation time = [1.02292017]\n", - "Plotting best-fit line profile: fit.png... [DONE]\n" + "Log-evidence = -13250634.12 +/- 0.33\n", + "Integrated autocorrelation time:\n", + " - gauss_amplitude: fixed\n", + " - gauss_mean: 1.03\n", + " - gauss_sigma: 1.00\n", + " - gauss_fwhm: 1.00\n", + " - line_flux: fixed\n", + " - line_luminosity: 1.00\n", + " - line_eq_width: 1.00\n", + " - line_vrad: 1.03\n", + "Plotting best-fit line profile... [DONE]\n" ] - } - ], - "source": [ - "line.fit_gaussian(tag='p-beta',\n", - " min_num_live_points=400,\n", - " bounds={'gauss_amplitude': (0., 2e-15)},\n", - " output='ultranest',\n", - " plot_filename='fit.png',\n", - " show_status=False)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the result!" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "Image('fit.png')" + "line.fit_gaussian(tag='p-beta',\n", + " min_num_live_points=400,\n", + " bounds={'gauss_amplitude': (0., 2e-15)},\n", + " output='ultranest',\n", + " plot_filename=None,\n", + " show_status=False)" ] }, { @@ -575,7 +540,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that the posterior samples are available in the database, we can use the [plot_posterior](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_posterior#species.plot.plot_mcmc.plot_posterior) function for visualizing the 1D and 2D projected distributions with [corner.py](https://corner.readthedocs.io). The argument of `tag` is set to the same database tag that was used with `fit_gaussian`." + "Now that the posterior samples are available in the database, we can use the [plot_posterior](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_posterior#species.plot.plot_mcmc.plot_posterior) function for visualizing the 1D and 2D projected distributions with [corner.py](https://corner.readthedocs.io). The argument of `tag` is set to the same database tag that was used with [fit_gaussian](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.emission_line.EmissionLine.fit_gaussian)." ] }, { @@ -590,15 +555,27 @@ "Median sample:\n", " - gauss_amplitude = 1.23e-15\n", " - gauss_mean = 1.28e+00\n", - " - gauss_sigma = 4.30e-04\n", - " - gauss_fwhm = 2.37e+02\n", + " - gauss_sigma = 4.29e-04\n", + " - gauss_fwhm = 2.36e+02\n", " - line_flux = 1.32e-18\n", " - line_luminosity = 9.81e-07\n", " - line_eq_width = -3.72e+00\n", " - line_vrad = 1.50e+01\n", " - distance = 1.54e+02\n", - "Plotting the posterior: posterior.png... [DONE]\n" + "Plotting the posterior... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -607,35 +584,14 @@ " title=None,\n", " title_fmt=['.2e', '.3f', '.3f', '.1f', '.2e', '.2e', '.2f', '.0f'],\n", " offset=(-0.4, -0.35),\n", - " output='posterior.png')" + " output=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's have a look at the result! The first three parameters (from left to right) are the free parameters while the FWHM velocity, line flux, line luminosity, and equivalent width have been calculated from the posterior distributions of these three Gaussian model parameters." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABQUAAAUhCAYAAAAyPeIgAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3jV5fnH8fedvQgjYSVgACMgAQEBBZRCFXfVWkcVtVrrKFZbq6174K7WqrW1dSJ1ax1VcdVBUH8KyBJkDwMhYQUIIcnJPM/vjzOacRICHMiBfF7Xlcuc77i/9/eQ9o/7up/nNuccIiIiIiIiIiIi0nZEtXYCIiIiIiIiIiIism+pKCgiIiIiIiIiItLGqCgoIiIiIiIiIiLSxqgoKCIiIiIiIiIi0saoKCgiIiIiIiIiItLGqCgoIiIiIiIiIiLSxqgoKE0ys/ZmNsvMSs1sYBPXPGBmX5rZC2YWa2ZHmNk3ZvaFmb1iZrF7Iw8zG2Vmuf6f5Wb2yJ4+Z2/bG9/NHuSy039bERERERERETlwqSgoQWY2pcGhcuAU4I0mrh8MZDrnxgBLgbOAfOAY59yPgDzg9DCk1igP59w3zrlxzrlxwNfAf8LwnL1tb3w3u6vZf1sRERERERERObCpKChNcs5VO+c2N3PJaOC//t8/Ao5yzq13znn8x6oAL4CZXWxm08zsWzMbG648zCwOOAL4sonzH5qZ8z93iP9YtpnVmFmq//MAM5vv7zgctSu57YqmvpvW0IJ/WxERERERERE5gKkoCJjZVWY228wqQ3TL1b0u3syeNbM1ZrbDX0g6qcE1L5rZejMr8ReZLm3t/P1LbCv8S0VLzWxZmB7dESjx/74d6FTnmVnA8cB7ZjYcOBk4BjgO+EOYng8wHvjMOReywOacOwkoAB5yzs33Hx4LRANH+69ZDPwTuNw5900Ycwup7nezt58lIiIiIiIiIhJKTGsnECEKgXuAE4DEZq6LwbcEdCywFl+h63UzG+Scy/Nfcz/wK+dcpZn1B3LNbJ5zbs5ey75l+V/lnHum4UEzOwh43v+xv5nl+n8/3jlXtZPnFgOp/t/bA1v9MVOBF4CLnXPVZnYm0BeY5r82v87zuwGvhoh9rnNuw06eD3A28NxOrpkOjANe838+Cl9n4zjgA/+xI4F/teB5TWrJuzT8bvbkeeHIR0RERERERETapogsCprZ7fgKNuDb++xy51zh3nqec+4t/3OHAz2aua4MmFTn0FQz+wEYhm+POJxzi+re4v85GJjjf8ZlwO+BTHx74V3knNu0L/Jv4t61+L9rM5vinLt4F27/GrgWX1HxBOD/zCwGXyHqTudcoCMxDl9R8iv/c4J/d/7i1LhdyTnAP6hjBPCrnVyai+87D0jB16V3UZ1j8c65ihDPuBy4GZiBrxvyKGA+cCdwHzAUeNg594+dvUsT303Da64FrgeecM5NMrM7gd8B1zjnpoQzHxERERERERFpuyJ1+fA24Fjn3DH4BiE80JKbzOzROhNpG/48Gu4kzawrvg64RQ2O/8PMyvEN31iPvxvNzG4Gfg2cBnTGt6z1nnDn1YT7zazIzP7PzMa19CYz+wDfUten/fsCdvMXqvAvx91oZl8COcCbwHn4uu5u83/vPweeAh7wf/4YSNvV5Bvm4T88Hvi8qaXDdUwHDjWzLmbWC/jBf+xwM0sxs2xgZagbnXNPAVPwFd+uBw7HtwT6j8A5/p8H6hY6mxHqu2n4vIfxdTEGPt+Br+gX9nya+E5FREREREREpA2IyE5BfMtLp5lZFL7lqXEtuck5d83eTKouf5faS8C/nHNLG+RxpZldDYzC16lVaWZdgFuAoc65lf4YzwL/2Afp3gAsxjfc4lx8+/wNcc6tapD3xQ1vdM6dHCLeHXXO/7HBuRf8Pw0dtYs57zQP59yHwIctuHe5ma3Ht+w7CV9BcDG+5c9HAxn4ugmbM8s5tx3AzFYAC51zzswW4Os87IJvGXdzeTT13eyOcOQT6t9WRERERERERNqAiOsUNLNDgNeBPzrnfgRcg6+QEzH8xcoX8BXZrgp1jXOu1r9ctgcwETgWiAdmmVmxmRXj6wjbHiJ+rn9ibqifr3Y1X+fcTOfcDudcpXPuX8D/4dsPsS0J7Ct4FPClc84BX+ArFI7Etxy3OTvq/F4T+Oycq/Efa1HhOowiLR8RERERERER2Y9EYqfgUKDEOfet/3NsS2/0LxEe0sTp+eHoJDQzA54FugInt2BYRAy+PQVrgbedc2fv7BnOuXF7mufOHgHYzi4ys/bAJ8AAYKRz7vsQ1zwAjMa3p+Il+N5zMr53NuDShp2UuypUHmY2Ct9QF/B1+r3vnPt9UzHwdQL+Fl9HXaCgNh3fkt6VzjnPnuS4F8TX+b1DayUhIiIiIiIiIgemiOsUxLe3W0cz6+v/fGJLb3TOXeOcG9fEzzVN3WdmMWaWAEQD0WaW0MyebP8EDgVObVhI8u9Zd65/n7poMzsBX9HpM2Au8GMzO9x/baqZne4vMu6R5vI3sw5mdkLgmJmdD/yIOvvWNaMcOAXfvo6hnjsYyHTOjcG3f+JZ+Iqy8f5jN+EbRLKnGuXhnPsm8G+Lb+DJf3YSYzq+ouLaBseOwD8kJsIMBPDvd3hIK+ciIiIiIiIiIgeYiCsKOufm4pui+l8zewff/mjdzOz5vfjYWwEPcCNwgf/3WwMnzexDM7vZzLKAK/AVvjaYWan/5/xA+viWCq/DNyzlIXxTY991zn0D3AW8aWal+Pa0O9G/jHVv5h+Lb5jJZqAIuBr4qXNu+c6COueqnXObm7lkNPBf/+8f4Vuauw5fQ6UBHf3PxD+kZJqZfWtmY3fl5ZrLw8zi8BX2vtxJjKXABnyFwICF+JZv5zZ1n5lNAC4GTjSzif7J2EOAG81slJm95b/0VTPr1KIXapnhZjYD37/XbP/zTmnFfERERERERETkAGLhqUnJgczMpgAPNVw+7J+mvNg59x9/R9td+IqS/8JXqEvAVyjshm9S7s+B9sALzrlTw5GHmZ0MnOScu3o3Xi0i+d8zzzk3qZVTEREREREREZEDVCTuKSj7kJl1A14Ncepc59yGndxejG86NPiKfVuB44Ea51w/MxsO/AVYDfQFpvmvzQ/T8wHOBp5rwXUiIiIiIiIiIuKnomAb5y+8jdvN27/Gt2fg88AJ+KYaG7DFf74IX7EwDrjKP42Zuvs17snzzSwWGAH8avfSjzz+5cAnAhVmluecm9LKKYmIiIiIiIjIAUjLh6VZZvYBvj3r1gBP4ts7cKJz7g7/+T8DI/EN8Pgl4AVewrdkOB5f0XALvonE1UAl8Avn3MY9ycM5N8XMTsK3dPi3e/aWIiIiIiIiIiJti4qCIiIiIiIiIiIibYyWD7eAf5nqQP/Hzfi64URaKgro7P/9e+dcdWsmIyIiIiIiIiKiomDLDATmtnYSckA4HJjX2kmIiIiIiIiISNsW1doJiIiIiIiIiIiIyL6lTsGW2Rz4Zc6cOXTr1i2swTMzMykoKAhrzP01j0jIIdx5bNiwgWHDhgU+bm7uWhERERERERGRfUGDRlrAzDKAAoCCggIyMjLCHZ9I+HeIhDwiIYdw51FYWEhmZmbgY6ZzrjAsgUVEREREREREdpOWD7dBN910EzfddFNExAlXLiIiIiIiIiIi0nJaPtwGffPNNxETJ1y5iIiIiIiIiIhIy6lTMALccccdrZ0CEBl5REIOEDl5iIiIiIiIiIjsDSoKRoBJkya1dgpAZOQRCTlA5OQhIiIiIiIiIrI3qCgoIiIiIiIiIiLSxmhPwTaoR48eERMnXLmIiIiIiIiIiEjLmXOutXOIeGaWARQAFBQUkJGR0coZyf6ksLCQzMzMwMdM51xha+YjIiIiIiIiIqLlwyIiIiIiIiIiIm2MioJt0DXXXMM111wTEXHClYuIiIiIiIiIiLSc9hRsg+bPnx8xccKVi4iIiIiIiIiItJyKgrJLevXqxZo1a+odMzMAsrKyyMvLa4WsRERERERERERkV6goKLtkzZo1BIbTjBs3DoDc3Fzgf8VBERERERERERGJbNpTUEREREREREREpI1Rp2Ab1Ldv34iJE65cRERERERERESk5SywFFSaZmYZQAFAQUEBGRkZrZxR6zEzmvqbae5cW1ZYWEhmZmbgY6ZzrrA18xERERERERER0fJhERERERERERGRNkZFwTbo8ssv5/LLL4+IOOHKRUREREREREREWk57CrZBy5cvj5g44cpFRERERERERERaTp2CIiIiIiIiIiIibYyKgiIiIiIiIiIiIm2MioIiIiIiIiIiIiJtjPYUbIOGDBkSMXHClYuIiIiIiIiIiLScOedaO4eIZ2YZQAFAQUEBGRkZrZxR6zEzmvqbae5cW1ZYWEhmZmbgY6ZzrrA18xERERERERER0fJhERERERERERGRNkZFwTboggsu4IILLoiIOOHKRUREREREREREWk57CrZB69ati5g44cpFRERERERERERaTp2CIiIiIiIiIiIibYyKgtJIr169MLOQP1lZWa2dnoiIiIiIiIiI7CEtH5ZG1qxZoynCIiIiIiIiIiIHMBUF26BRo0btlThZWVmYWZPXZ2VlkZeXt1dyERERERERERGRljN1hO2cmWUABQAFBQVkZGS0ckZ7l5ntlU7BvRU30hUWFpKZmRn4mOmcK2zNfEREREREREREtKegiIiIiIiIiIhIG6OiYBt05plncuaZZ0ZEnHDlIiIiIiIiIiIiLac9BdugLVu2REyccOUiIiIiIiIiIiItp05BERERERERERGRNkZFQRERERERERERkTZGRUEREREREREREZE2RnsKtkHHHntsxMQJVy4iIiIiIiIiItJy5pxr7RwinpllAAUABQUFZGRktHJGe5eZsTf+LvZW3EhXWFhIZmZm4GOmc66wNfMREREREREREdHyYRERERERERERkTZGRcE26KSTTuKkk06KiDjhykVERERERERERFpOewq2QR6PJ2LihCsXERERERERERFpOXUKioiIiIiIiIiItDEqCoqIiIiIiIiIiLQxKgqKiIiIiIiIiIi0MdpTsA36yU9+EjFxwpWLiIiIiIiIiIi0nDnnWjuHiGdmGUABQEFBARkZGa2c0d5lZuyNv4u9FTfSFRYWkpmZGfiY6ZwrbM18RERERERERES0fFhERERERERERKSNUVGwDRo3bhzjxo2LiDjhykVERERERERERFpORUEREREREREREZE2RoNGZJ/JysrCzEKe69WrF3l5efs2IRERERERERGRNkpFQdlnQhX9AkuHp0+fvm+TERERERERERFpw7R8WEREREREREREpI1Rp2AbdM4550RMnEAMdQqKiIiIiIiIiOw75pxr7RwinpllAAUABQUFZGRktHJGe5eZsa//LlrjmftKYWEhmZmZgY+ZzrnC1sxHRERERERERETLh9ug8vJyDjroIMws5E9WVlaL45SXl+9xLnsaQ0REREREREREdo2WD7dBJ598Mvn5+XvcmXfyyScDkJubu8cxRERERERERERk31GnoIiIiIiIiIiISBujoqCIiIiIiIiIiEgbo6KgiIiIiIiIiIhIG6OioIiIiIiIiIiISBujQSNt0MUXX8z06dPDEidcMcKRj4iIiIiIiIiItIzt6QTatsDMMoACgIKCAjIyMlo5oz1nZns8fTicIi2fcCosLCQzMzPwMdM5V9ia+YiIiIiIiIiIqFOwDSoqKgprnPT09FbPRUREREREREREWk5FwTborLPOCmuc3NzcVs9FRERERERERERaToNGRERERERERERE2hgVBUVERERERERERNoYFQVFRERERERERETaGBUFRURERERERERE2hgNGmmDJk6cyPTp08MSJ1wxwpGPiIiIiIiIiIi0jDnnWjuHiGdmGUABQEFBARkZGa2c0Z4zMyLp3z7S8gmnwsJCMjMzAx8znXOFrZmPiIiIiIiIiIg6Bdug/Pz8sMbp2bNnq+ciIiIiIiIiIiItp6JgG3ThhReGNU5ubm6r5yIiIiIiIiIiIi2nQSMiIiIiIiIiIiJtjIqCIiIiIiIiIiIibYyKgiIiIiIiIiIiIm2MioIiIiIiIiIiIiJtjAaNtEHXXXcd06dPD0uccMUIRz4iIiIiIiIiItIy5pxr7RwinpllAAUABQUFZGRktHJGe87MiKR/+0jLJ5wKCwvJzMwMfMx0zhW2Zj4iIiIiIiIiIuoUbIOWLVsW1jj9+vVr9VxERERERERERKTlVBRsg6644oqwxsnNzW31XEREREREREREpOVUFDyA9erVizVr1oQ8Fx8fv4+zERERERERERGRSKGi4AFszZo1IffpGzdu3L5PRkREREREREREIkZUaycgIiIiIiIiIiIi+5aKgiIiIiIiIiIiIm2Mlg+3QbfeemvExAnEmD59+h7HEhERERERERGRlrFQe85JfWaWARQAFBQUkJGR0coZtYyZhdxTMBLtT7nuqsLCQjIzMwMfM51zha2Zj4iIiIiIiIiIOgXboPnz5wMwZMiQVo8TiCEiIiIiIiIiIvuOioJt0DXXXANAbm5uq8cJxBARERERERERkX1Hg0ZERERERERERETaGBUFRURERERERERE2hgVBUVERERERERERNoYFQUlImRlZWFmIX969erV2umJiIiIiIiIiBxQNGikDbrvvvsiJk4gxujRo5u8xsz2+DkiIiIiIiIiIvI/5pxr7RwinpllAAUABQUFZGRktHJGLWNmHAj/vvv7exQWFpKZmRn4mOmcK2zNfEREREREREREtHy4Dfr666/5+uuvIyJOuHIREREREREREZGWU6dgCxxonYLjxo0DIDc3d4/ihyNOS2KoU1BEREREREREJLzUKSgiIiIiIiIiItLGqCgoIiIiIiIiIiLSxqgoKCIiIiIiIiIi0saoKCgiIiIiIiIiItLGxLR2ArLvPfrooxETJ1y5iIiIiIiIiIhIy6ko2AYNGTIkYuKEKxcREREREREREWk5LR9ugz799FM+/fTTiIgTrlxERERERERERKTlzDnX2jlEPDPLAAoACgoKyMjIaOWMWsbMCPXvO27cOAByc3P3KH444rQkRlPvsb8oLCwkMzMz8DHTOVfYmvmIiIiIiIiIiKhTUEREREREREREpI1RUVBERERERERERKSNUVFwP9arVy/MrMmfrKys1k4xLLKyspp8x169erV2eiIiIiIiIiIi+x1NH96PrVmzZr/ea6+l8vLymjxnZvsuERERERERERGRA4SKgm3Qk08+GTFxwpWLiIiIiIiIiIi0nIqCbVC/fv0iJk64chERERERERERkZbTnoJt0Hvvvcd7770XEXHClYuIiIiIiIiIiLSctYU96faUmWUABQAFBQVkZGS0ckY+ZrZbewqOGzcOgNzc3D16fjji7GmM3f0O9qXCwkIyMzMDHzOdc4WtmY+IiIiIiIiIiDoFRURERERERERE2hgVBUVERERERERERNoYFQVFRERERERERETaGBUFRURERERERERE2piY1k5A9r0XXnghYuKEKxcREREREREREWk5FQXboJ49e0ZMnHDlIiIiIiIiIiIiLaflw23Qa6+9xmuvvRYRccKVi4iIiIiIiIiItJw551o7h4hnZhlAAUBBQQEZGRmtnJGPmbE7/37jxo0DIDc3d4+eH444exqjV69erFmzJuS5rKws8vLydi+xMCosLCQzMzPwMdM5V9ia+YiIiIiIiIiIaPlwhNtZ0auta67oZ2b7LhERERERERERkf2IioIRbs2aNbvVDSgiIiIiIiIiItIU7SkoIiIiIiIiIiLSxqgoKCIiIiIiIiIi0sZo+XAb9MYbb0RMnHDlIiIiIiIiIiIiLaeiYBuUnp4eMXHClYuIiIiIiIiIiLSclg+3QVOmTGHKlCkRESdcuYiIiIiIiIiISMuZJtvunJllAAUABQUFZGRk7Mtnh3368Lhx4wDIzc1t9TjhyiWUvfHd7Y7CwkIyMzMDHzOdc4WtmY+IiIiIiIiIiDoFRaTNM7MHzOxLM3vBzGJbcr6pe8xsnJl9ZmbTzOyMffkeIiIiIiIiIi2loqCItClmNqXB58H4OjjHAEuBs3Z2vql7zCwRuA44yTn3Y+fc23v7fURERERERER2h4qCItLWjQb+6//9I+CoFpxv6p5RgAd4z8zeNrNueytpERERERERkT2hoqBIBDKzJWa2zsxy9tHzrjKz2WZWWbeTzszizexZM1tjZjvMbL6ZndTg3l5m9oGZbTOzDWb2dzOLaen9DWJ18hfTyvz3TAhxzbn+76fMzFaZ2ZgG5w8xswoze7GFr98RKPH/vh3o1ILzTd3TFcgGTgWeBia1MAcRERERERGRfSqmtROQfe+DDz6ImDjhyuUANBD4BN+y1EX74HmFwD3ACUBineMxQD4wFlgLnAy8bmaDnHN5/mv+AWwCugMd/HlfCTzWwvvrehyowldcGwK8b2bfOecWAZjZccADwM+BWf5nhorxbd0DZnYQ8Lz/Y38zy/X/fjxQDKT6P7cHtjaIF+p8U/cUA//nnKsys8+Am0LkJyIiIiIiItLq1CnYBiUlJZGUlBQRccKVSyhZWVmYWZM/vXr12ivPDQfnXC3wFXDYPnreW865/wBbGhwvc85Ncs7lOee8zrmpwA/AsDqX9QZed85VOOc24FtOm7ML9wNgZsnAmcBtzrlS59xXwLvAhXUuuxO4yzk3wx+vwDlXUCfGufgKc581eI+1zrlxzrlxwEeB351zVcDXwHj/pScA/9cgtVDnm7rnW+BQMzN8Rc3VId7zcjPLM7NXzexJM5vr77RMaOL892b2or8D8t9mttLMrmwYV0RERERERGRXqFMwAvTq1Ys1a9aEPJeVlRX25/3jH/8A4Mor96yuEI444collLy8vGbP++o2kck/sOI8YJeSNLNH8RWjQpnvnLtmD/PqCvSlfvfio8C5/u67jsBJwG27cH9AX6DGObe8zrHv8HUZYmbRwHDgXTNbCSQA/wH+6JzzmFkqcBdwDHBpS9/JOTffzDaa2Zf4uhkf8u8FONE5d0eo8/5OwHrH/LGKzOxtYDrggEtCPO8pM8sALsPXEbodWACcAbxS5/yv/Oc9+Loty4FzgKHAdDN7yjlX09L3FBEREREREalLnYIRYM2aNTjnQv7srLC1O15//XVef/31RscnTZoUljh7EmNXc9hbIiCPe4F1QB8zS2npTc65a+p0wTX8uWZPEjKzWOAl4F/OuaV1Tn2BrzOwxJ/zbHzFupbeH5DC//bpC9gOtPP/3hWIxbekegy+4udQ4Fb/+buBZ51z65p7D+fcxSGO/dE5N8Y5d75zrso5t8E5d0dT55s65j/+uHPuR865sc65Vc2kMtM5t8055wW+x9dxWdcs59x2f+wVwELnnMNXQEwBujT3niIiIiIiIiLNUVFQgu68887WTiEicoDWzcPMRgFn41tKux0Y1GrJ+JlZFPACvv3+rmpw/CPgLSAZSMfXLfhAS+5voJT/7dMXkArs8P/u8f/3b8659c65IuBh4GQzG4JvOe8ju/F6raVuAbQCiGtwfked32sCn+t0Bza8XkRERERERKTFtHxY2qzAnoORxL+v3HPAr51zW83sO3z7Cn7TwvsfJczLh/374z2Lr1PvZOdcdZ3TnYCDgL875yqBSjN7Dt/QkutbcH9dy4EYMzvEObfCf2ww/qXGzrltZrYO37LcgMDv44BewFr/v2kKEG1mA5xzh7fgHR8ARgN5wCUNcwx1vql7zGwcvuXTUcBjzrm3d/Z8ERERERERkX1NRcGWCXZUbtiwYbcCHHHEERQUFDR5vrCwcLfi7o7Kysomn7kreTQXZ09i7Kvv4uuvv27yXGZmZtjyaPA3s7Pu3LuAr51z7/s/z8dXGGuR3V0ibGYx+P7/IBpfMS0B3/5+NcA/gUOB8c45T937/Hvo/QBMNLOH8BXjLsK3xDWgyfsbxCozs7eAu8zsUnzFzdPxFd4CngOuNrOPgGrg98BU4Cng1TrX/QFfkXBiC959MJDpnBtjZrfgW578SnPnzWxxqHv8e0FeB5xUd0mxiIiIiIiISKRRUbBlOgd+GTas0dDUsMjMzNwrcXf1mbuTRzhyrxujNb6LUPZSHp3x7bvXiJkdgW/Z8JA6h+ezC0Mz9sCtwB11Pl8A3Onv+rsCqAQ21OmsvMI595L/95/hGzZyA1ALfI6vWIeZZTV3v5l9CHzpnLvPf/xKYDKwCd8k5InOubpDSe7Gt0R5Ob4lt68D9zrnKvAN4sD/3FKgwjm3uQXvPhr4r//3j4BfUqco2MT5Dk3cMwrfMuf3zKzcn3+9qrCZTQAuBhLMbCK+7+xEoMLMAkNW6p7vjO9v4kYzWwb80X/Nq2Z2snNuawveUURERERERKQe8+1bL80xs6HA3NbOQw4Ihzvn5rV2EvI/ZnYzsNg59x8zywbucs5NaO48vsEgje4xs/PwFe1G4tvj8DTn3K/3+UuJiIiIiIiI7IQ6BVvmeyCwL9lmwNuKucj+J4r/dZt+35qJtFVm1o36y4sDzgWK+d+Ak/ZAw867UOebuqcY+D/nXJWZfQbctMfJi4iIiIiIiOwFKgq2gH+AgLq7ZE+EXDIs+4Z/Ce+4UOfM7GvgWuB54ATg/xpcEur8kibu+Ra4zj9cZQiwOoyvISIiIiIiIhI2KgqKSJvmnJtvZhvN7EtgLfCQv7NwonPujlDn/Z2A9Y75YxWZ2dvAdHyTkS9pnbcSERERERERaZ72FBQREREREREREWlj1CnYAmYWCwz0f9SegrKr6u0p6F+OHqS/L9lDzf59iYiIiIiIiISiomDLDETThyU8Dqfx/pT6+5JwCfX3JSIiIiIiItJIVGsnICIiIiIiIiIiIvuWOgVbZnPglzlz5tCtW7ewBs/MzKSgoCCsMffXPELlsLN9L32DXndNUzGdc3g8Hvr27dvkdxHq3sB9iYmJREXVr7Vv2LCBYcOGBT5ubnTzLvx9tda/UWv+bbS1d97V57bg70tERERERESkEQ0aaQEzywAKAAoKCsjIyAh3/J0WvvaFSMgjVA51PzvnKC8vJykpKVgMDGdRMCAqKqrZwmFzGuZTWFhIZmZm4GOmc66wwfUt/vtqrX+j1vzbaGvvvKvP3dnfl4iIiIiIiEgoWj4s+5Xy8nJKSkooLS2lrKys1YuYEl433XQTN910U6vHqBtLRERERERE5ECk5cMS8ep2ByYlJQHg9XopKSkBICUlpTXTkzD65ptvIiLG3oglIiIiIiIiEklUFIwAd9xxR2unAERGHqFyCHQHAiQnJ5OcnIxzjqioqGCRcHeFWo7cVB6RoLXyas3vo7WenZWV1SrPjdS/PRERERERETmwaE/BFtjbewpK07xeL6WlpYCvIzDU/oF7sqdgWVkZJSUlpKamkpycvNOYXq83ZBGxuXzCuafggW7cuHEA5ObmtmqMcMbZ27SnoIiIiIiIiOwOdQrKPrG7xefy8nJKS0tJTU0NWYRrLq5zrsnCXeBcYmIiQPC/LcmnbteiiIiIiIiIiMj+SEVBiWiB5cHNdebtiaioKBITE/F4PCQmJhIV1Xj2Tt3uwL2dT1vXo0ePiIgRzjgiIiIiIiIikUhFQQm7ukW0UEW2XWFmYR8kEthHMFAE9Hg8zXb/1e0OTElJaZRPON+3rXvxxRcjIkY444iIiIiIiIhEIhUFJewaFtEiTcMlwDtbQly3O3Bn8SLxfUVEREREREREGlJRUMKuqSKa1+ttdpnuvhLIKyEhgbKyMhITE0lISGDz5s2kp6djZng8nmDnX1RUVLPFvp0VDaXlrrnmGgAeffTRVo0RzjgiIiIiIiIikahNFQXNrA8wGkgFnnHOVbVySgekpopo27dvZ+nSpfTv35+OHTs2Ol9bW0tRURHp6elER0e3+HnV1dXk5+fTs2dPYmNjd3q9mZGUlFSvw6+0tJTCQt/Q1pSUlF3q/NtZ0VBabv78+RERI5xxRERERERERCJRm9kAzcz6Av8CjgDuAj4xs5ZXnmSPbdmyhU2bNrF582bKysrwer31zhcVFVFYWEhRUVHI+71eL6WlpY3uy8/PZ+XKleTn5+80h+rqalavXk1NTQ2JiYmkpqaSmJhIeno6GRkZpKenB4+r8y+y9OrVCzML+dOrV6/WTk9ERERERERkv9ImioJmlgz8E3jWOfdboC8wDDilwXU7HSebmZlZrxgxadKkvZFyxHLONflTW1tLaWkptbW1jc55vV6ysrIYNGgQnTt3pqSkBI/HEzwHkJaWRkZGBmlpafWe6fV68Xq9lJWVUVJSwtatW1m4cCEejwev10uPHj3Izs6mR48e9Z7ZMN+amhrmzZvHihUryM/Px8yCy4YB0tPTKSoqwjlHcnIyZhbyPVti0qRJwb+RzMzMMP4LtF1r1qxp8m9vzZo1rZ2eiIiIiIiIyH6lTRQFgTggEZgH4JzbCrwPdDGz35lZtpnFuRZUfAoKCuoVI9paUbA5Ho+H4uJiNm/e3Kibz8yIjY2lT58+dOjQIdiJFyicAcTExNC1a1diYuqvaq+uriYvL4+YmBjatWtHYWEhS5cuZeXKlQDExcXRp08f4uLigpOFA/+UdQu4W7ZsAaBjx4706NEDM6vXnbizTsVdMWnSpODfSEFBwR7HExEREREREREJpzaxp6BzbpuZbQXeM7NL8C0hPgz4HJgAnAU8AbzUelnu/xITEyktLaWmpgaPx0NycnK94SKB4p+ZkZycHNxDMC0trVEhsK6CggJWr14N+JaQHnLIIZgZ2dnZja71eDzB/QAbLv8NdCCmpaUF9yzs1KkTZWVldOrUiaioKLxeLwkJCTjnaEHjaJDX66W8vDw4nER2T9++fSMiRjjjiIiIiIiIiEQia+lyyP2NmbXD1yFY4pyrNrP2wD+AYnzDRs5xzq3wLxl+CegD/CjU8BEzywAKwFegysjI2EdvEXma+3sJdMbVnTAcWPKbmppKcnJyves3btzIunXr6NSpE927d2f9+vVkZmZSU1PDokWLyMnJISkpiZKSEmbMmMHIkSNp165do2fWLcLVLUJWVlayatUqsrOzSUhIaHSfmTXKr7l8A0IVC0tLS4P3NRw6UlhYWHcJcaZzrrBBPP19tUBgOfeunjvQ7ezvS0RERERERCSUA7KlycxygJeBd4Cnzexa59x259z5wM1ADVAB4F8yfA0QD3RrnYz3L845ysrKqK2tpaysrF4xJioqiuTk5GChru4wj4bS09Pp2LEjMTExrFy5klWrVlFQUMCiRYv46quveP755ykrK2Pt2rWUlJSwdu3aZvPyeDzMnj072PE3e/ZsFixYEFxmDFBRUcH3339PZWVlyPx2d8hIUlKShpOIiIiIiIiIyH7jgCsKmlkH4DF8XYGXAUuAX5rZawDOue3ADuDPZhaoVP0YKAO27/OE90Pl5eWUlJRQVFRESUkJ5eXlja6pra1l/fr17Nixo97S4bqio6Pp3bs3nTp1Ijs7m4MPPpjMzExycnJITExk/fr1vP322yQmJnLIIYeQnZ0dLPx5PJ5gLtOnT6esrIyFCxcyb948Fi5cyJYtW4iPjyctLY3KykoqKioAWLlyJYsXLw4WChsWMQOfd2XpcOC+lJQULR3eQ5dffjmXX355q8cIZxwRERERERGRSHQg7inYHt+y4VznnMfM1gFzgX+Z2bvOudOAR4DrgUVm9hJwDHCpv2AoOxHohktISKCioiJkd1xRURGrV68mJSWF7OzsJjvozCw4cKR3796Ab3DIhRdeyLvvvkt1dTXz588nJiaGgw8+mCVLljBz5kwWL17M2Wefzbx585g5cyYAgwcPBmDQoEHExsYGYy1ZsoTS0lKOOuqo4D6EofYjDCWw72F6enpwH0LZe5YvXx72GL169WpyOnFWVhZ5eXl7LRcRERERERGRSHUgFgU3AluBC81sinNuh5l9BvwceMnMHnbOXWtmi/ANGdkC/NI5pwpACwUGhTS3h1t6ejper5ekpKTg0tzq6mry8/Pp2bNnsGjXlOTkZM4880zWrFnDd999x7Jly+jQoQOlpaV8++23bNiwgTfeeIPy8nI2bNjAfffdR0lJCRdeeCGTJ0+mqqqKtWvXkp2dzfbt24mPj2fLli107dqVgQMHNsq9qeJfYCIxQNeuXXf3K5NWtGbNmmb3IhQRERERERFpiw64oqBzrsLMluEr+M01sznOOa+ZzQB+D1xtZsOcc3OAe1o12QjV0km65eXlFBcXU1JSQkpKSnBq79atW2nXrh0ej4eOHTsGY65bt44ffvihXldg4Fyo4kygOzAtLY34+Hj+8pe/MHXqVMC39Lhbt2507dqV7OxsxowZg8fj4YUXXsDj8XD11Vfzww8/4Jxj+PDhfPvtt40GgADU1NSwZcsWampq2LRpEzU1NcTExJCenk5MTEy96cQqIImIiIiIiIjIgeKAKgqamfkHh9wMfAk8AVxkZkv8E4i/xjdUZAAwp/UyjWyBPQOBkIW0gMTEREpLS9m+fTtlZWV07dqVsrKy4FThkpISnHN06dKFhISE4ITUOpNSW2Tu3LlceeWVbNq0iT/96U+cffbZdOnShejoaEpKSoiPjw9em56eziOPPEK7du249NJLGTRoECtXrmTDhg2sXr2aQYMGBa+trq5m7ty5APTo0YOMjAxqamqCnYHdunWjqqqKxMREqqqqiIuL26W8RUREREREREQi1QFRFDSzKOec1znnzCzaOVdjZj/CV/h7FrjZzGY659ab2TSg6UqXBPf/29kk3aioKDp37lxvj8FAga5du3bk5eWRl5eHmZGenk5qamq9DsGm7Nixg5kzZzJ8+HD+9re/cffdd9O7d2+mTZvG4Ycf3uy9t912Gzt27OCZZ54hIyODUaNG0bdvX4Dgf8HXnbh06VK2bNlCWloaXbt2JSYmpl6n4K58F3W1tNNSGhsyZMhu3ZeVldWokzPwOSsra5/mIiIiIiIiIrI/sOb2hYtk/snBXudcZYhzMf7CYAzwNhANVAPTgMuBU51zq3bhWRlAAUBBQQEZGRnheIX9UnN/L7W1tcFCjMfj4a233qK4uJghQ4YwcuRIKisrmTNnDsOGDavXgVhbW0tNTQ3Lli0jPz+fqqoqvvvuO5YvX86rr77Keeedx6OPPkq7du0aPbNhpyD4inLnnHMOn332GcuWLeOQQw5pdF9ZWVlwenL//v0b7XG4J0uFS0tLKSkpITU1lZSUFAoLC+t2R2Y65wobPEt/Xy1gZs3+/UVKzH1tZ39fIiIiIiIiIqHsl21MZnYI8BbwjplNM7O+/uMG4C8IxjrnaoDT8U0b/gqIB366KwVBaayyspLvv/+eysr69diKigrmzp2Lx+Nh8eLF7Nixgw4dOtCvXz9mzZrFxx9/zJQpU3j88ccpLS2td29BQQEff/wxn3/+OQBz5szh1Vdf5Z577uHZZ58NWRBsyubNm5k7dy4jRoygT58+eDweZs2ahcfjCV6TkJBAeno6OTk5Ox16squSkpJITU3dpe5CEREREREREZF9ab9bPmxmfYAngdeAecBjwJtmNtg55w1c599D0PzHPgE+qbPnoLB7y1y9Xi/fffcdq1b56qoDBw4MnluyZAkLFiygtraWW265hVmzZnHYYYfx73//O9g1V1BQAPiKfmPHjg3em5mZyQknnMD333/P008/zUcffcQf/vAHbrzxRqqqqlr8Ts45rr32WsrLy7nvvvuIjo5m4cKFwb0DjzjiCMC39Dk5ObnFcXdFVFRUs3sxStMuuOACAF588cVWjRHOOCIiIiIiIiKRaL8qCppZNHAB8I5z7kn/4ZFmNhPfsuAnGtxys5ltdc79E0AFwfpaOlCkLo/HQ+fOnQGCy3IrKytZsWIFffr0AWDq1Kl8/vnnnHXWWaxfv57c3NxgZ2B0dDSHHnooGzZsYNKkSZSUlLBjxw5KSkooKSmhoqICgMsuu4z777+/3rOdc8yYMYP09HSys7NDLvF94403+OCDDxgzZgw1NTUA9O7dm9mzZ7doP0NpXevWrYuIGOGMIyIiIiIiIhKJ9quioHOu1sxqgCH+PQWr/UuEXwaCbV+BwSPAZuB3ZvaKc664VZKOYE0N0WiudhofH0/nzp056KCDMDO8Xi8rV65k2bJlmBk7duzgvvvu48wzz2Ty5MnBa5YsWcLy5ctZsGABCxcuZP369bRr146uXbvSp08fOnbsSEpKCqmpqfTo0YNzzz032CHonMPr9XLttdfyzDPPANClSxdGjRrF0KFD+dGPfsTAgQMpKirihhtuYPjw4Vx77bXk5ORQXl7OO++8w/bt21m6dCnt2rVj5cqVwaLi8uXL6du3b8jJws65YCdl3QLknuw3KCIiIiIiIiISCfaLomBgcIj/47PAofiGjASOzQDO8V+bDgz1Txt+ysxeV0EwtF1d5urxeJg/fz6pqakccsghwb34Dj74YJxztG/fnjPOOINu3brx17/+lejo6OBzDj74YHJycjjjjDMaxa2qqtrp/nuXX345L7/8MmeccQbjxo3j3XffZf78+bzzzjuAb9pxp06dKC8v54knnsDr9ZKUlMR7773Hxo0bKS4upm/fvqxcuZIlS5YAvqLf999/D8CgQYMaPbNuJ+XeWmosIiIiIiIiItIaIr4oaGbZwI1mVg6sdM49Bmyscz4acEAn/6CRMmACEAe8r4LgrquoqAh20yUkJASPL1y4kK+++irYOVdWVkZOTg6JiYnk5OTwq1/9ilWrVvHhhx/SsWPHsOVy0UUX8e6773Lddddx00030b59e0aOHMkTTzxBTEwMycnJrFixgoKCAm644Qa8Xi8LFixg7dq1VFdXU11dTYcOHVi2bFlwT8G6y4/79u0b8tlNdVKKiIiIiIiIiOzvIroo6C8IvgS8CvQDfm5mtc65xwPX+JcUFwLbnXPOzH4HXATcHzKo7NTKlStZvHgxUH+QyKBBg6itrSU1NZVt27axePFiysvL8Xg8vPXWW0yZMoVrr72WMWPGhC2XW2+9lXfffZeDDz6YlJQUvv/+ew4//HAGDhzIFVdcwdatW6moqKBDhw5cffXVjB8/PjhluE+fPhQWFnLSSSexaNEiDj/8cOLj48nJyQF8y4BDdQgGmJk6BPexUaNGRUSMcMYRERERERERiUQWqbM3/B2A/wTWOOfuNbOOwFPAXOfc/Q2u7QD8HogFrgWOcs7NCWMuGUABQEFBARkZGeEKvU/s6pRhj8dTr1PQ6/Xi8XhITEwEfMUyj8fDokWLWLNmDc8//zxTp07ljDPOYPLkySH35ysvL6/XdVhXc8uHv/zySx566CG++OILKioqiI+P57TTTuPiiy9m/PjxAGzatIkXX3yRCy64gO7duwfvdc41+767uzdg4L6Wfq+FhYVkZmYGPmY65wobxNuv/772FTNrdr/LSIm5r+3s70tEREREREQklIjtFPR3AJYA/c2su3NuvZn9AAw2sz8DVc65W/yXtwOuADoAo51zc1sn68i0q1OGExIS6nUIejye4P2BwmBiYiK1tbVcf/31FBQU8Oijj3LJJZcE9xGsqKhg3bp1REdHEx0dTXV1dbB4FhMTQ0pKSnBPwuaMGTOGY445Bo/Hw5dffsn777/Pq6++yr///W969OjBBRdcQN++famsrGTRokWkpKQwc+ZMjjzyyF3aL3FnQg0d2Z3pzSIiIiIiIiIikSAii4JmZs7XvpMHjASmmNli4FzgQmAIMMHMjnbOjXXO5ZvZa8Bk59x3rZV3pNrdvfHKysqYPXs2ffv25bvvvuOoo45i48aNvP7667z00kvMnj2bnj17Mn36dI488kjKy8sBWLZsGT/72c/Iy8trMnZaWhoPP/wwP/vZz1qUS2JiIscffzzHH388Dz74IFOnTmXKlCk8+OCDeL1exowZQ2JiIosXL2bLli0AHHvssbv0vs0JVQDUnoPhd+aZZwLw5ptvtmqMcMYRERERERERiUQRVRQ0s85AEpACLHLO/d3MNgLJwJHAZc65T83sC+Ar4HkzO8U59z5wvXOustWSjzB1l0TW3RvPOYfX6623dLaiooLVq1fTp08fEhISqKqqAmDWrFnMmDGDefPmMX/+fB555BE+++wzvF4vhx12GHfffTcXXHABHTp0oKSkhJkzZ7J48WLuuOMOoqOjueaaa4iJicHr9VJWVkZSUhJer5fa2lo+/fRTLrroIp577jmuueYahg0b1uS7lJWVNTo2ePBgHnnkETZu3Ehubi4vvPACN9xwA6NHj+aCCy6gqqqK4uLiRgNPKisr671rUxouLQ5VANzV6c2yc4GCbmvHCGccERERERERkUgUMUVBM+sLPAF4gV5m9qpz7lbn3L/954cBw83sE3/xb4aZ5QE1ACoI7r7Vq1ezZMkSAAYMGBAsiFVVVfGf//yHRYsWUV5ezkEHHcRvf/tbzj33XPr3798ozmeffcajjz5Kly5duOuuu+rt71dQUEB2dnbw809/+lNeffVVpkyZwrx58/jLX/7CKaecEjK/QIFz8+bNLFq0iBEjRgSLnJ07d+aGG27g+uuv58Ybb+Svf/0rZ511FgsXLiQxMbFRt+CqVatYvHgxzrl6S6QDampq2LJlC+np6cTE/O9/HmamAqCIiIiIiIiIHDAioihoZj2Ax4AHgUXAscCDZrbUOfei/7Lt+JYPf+nvFDwaX1fhklZIeb8Rai+8hvr06RP8b0VFBcuXL+fzzz/njjvuwOv1MmHCBM4991xGjx5NWVlZyL0AH3/8cR566CH69+/PHXfcQWpqarN5RUdHc/755zNq1Cjuv/9+Lr30Us444wzuvffeYHef1+tl4cKFTJ06ldzcXL7//vtgno888gh9+/YNxjMzbr75Zl566SX+85//cPPNNzN06NBGz83Ozsbr9dK9e3eqq6vZtGkTAF27diUmJoYtW7awfv16ALp167azr1dEREREREREZL8UEUVBYByQ75z7CMC/P2AWcFDgAufcrWY2APgHkA/EAZc759bu+3T3H3X3wgt014GvI27r1q106tSJhIQEsrOzWbFiBd988w1vvPEGn3zyCccccwyPP/44vXv3bjJ+dXU1t9xyC0899RSjRo3i+uuvJz4+vsX59enTh8cee4xp06bxyCOP8H//93889thjfPXVV/z73/9m48aNmBmDBw/md7/7HT179uRPf/oTP//5z3n22WfrFf7at2/PrbfeyjXXXMP1119f730DEhISOPjggykpKSE/P59Vq1ZRUVHB8OHD6d69O2lpaQCkp6fXu29XJziLiIiIiIiIiESySCkKlgElZpYGbHXOecxsBnC7mT0IxDrnPM65n5nZj4BaYI1zbl1rJr0/aGoYxtatW9mwYQMAXbp0obCwkKlTpzJ9+nQ++eQTbrvtNm6++eYmuwvBt5z3l7/8JV999RVXXnklxxxzzC4VBANiYmK49tprOf7447nkkks499xzMTNOPPFETjzxRIYPH06nTp0A2LBhAx06dGD79u14vd5GsQLdg7NmzeKoo46ipqaG2bNnM3z48GCRMDBBOT09nZqaGkpLS4PfT0xMDF27dm303po0vG+EYzhMuAbMhHNQjYiIiIiIiEikabWioJm1A7zOuTJgGr7CYKn734SMacB5zrkaM0s3szFArnPui1ZKeb9kZiQkJLBp0ybS09OJjo4GCBbZAv/NyMige/fuFBUVERUVxcSJE5stCM6aNYtLLrmEoqIinnjiCc4991ymTZvWopy2bt3K5s2b6devX73jAwcO5NVXX2Xy5Mmcf/75HHrooQAUFxcDsHHjRiZMmEBJSQlPPfUUw4cPrzdQBeC1116jXbt2bNq0iYULFzJnzpxgMW/s2LGAb0BIYDl1dnY2O3bsoLy8nOTk5Hr7CNalScP7xm233RYRMcIZR0RERERERCQStco6SDPrBrwDnGNm7Z1zxcCndYeFOOeq8O0ZiHNuA779Bm8Pw7MPMrOzzG9P4+0PioqKKCwspKioKLjHYFRUFF26dCEmJoYdO3Ywffp0jj/+eLxeLyNHjgwWCxtyzvH3v/+dk08+mejoaD766CPOPffcFucyffp0Lr74YiZOnEhubm6j83369OGee+4JFgQDqqurufbaa9m+fTvPP/88I0eObHRvRUUFb7/9NgMHDuSUU06hvLyc4uJiUlNTGT58eMh8oqKiqKioYOPGjc1Omw1MGtbSYRERERERERE5ELRWp2AskAGcBlSY2VTn3I7ASTOL9ufWxcyigKuBgcAle/JQMzsEXzEyzzn3hv+YuYbtZhGkudScc0128wXuq6qqYv369XTq1Im0tDTKy8vZscP3VQe63mbNmsXs2bPJz89n3rx53HjjjWzcuLFRzO3bt3PJJZcwe/ZsRowYwa9//Ws2bNjARx99BMDy5ctD7uMHvqm/jzzyCIsXL6Zr166kpKRw991389133zFq1KgmO/TAt7z54YcfZu7cuTz44IP069eP2tpaAGpra6mpqQFg6tSplJSU8Pvf/57DDjuMqKgoEhMTOfzww0lKSqK8vJzFixczYMAA4uPjgwW+wD6CaWlpwe+tjdSLI85JJ50EwIcfftiqMcIZR0RERERERCQStVZR8FDgeXzFwUsBzOw951yp/7zXOVdpZrOB+4DfAUc65+bu7gPNLBvfhON7gDPN7I/OuT/vakEwMzOz3uc77riDSZMm7W5ae5WZsXz5cpYuXUpOTg5ZWVnBQlhiYmLw92HDhrF582Y++eQTAMaPHx9cZhwwf/58Jk6cSEFBARMmTOD444/HzKisDDZ34vV6G30/AMuWLWPKlCl4PB4GDx7MkCFDqK6u5qOPPmLq1KkkJCRw1FFHNfkeS5YsYcqUKUycOJFrrrmm3rmamhpiY2Opqanh5ZdfpmvXrpxyyilUV1eTkJBQL59FixYxb948nHMMHz48WPgL7CNYd1Lzng4WmTRpEnfeeecu39fWeTyeiIgRzjgiIiIiIiIikai11kJ+C/zNOXcnMAP4FXCqmTWc4HAk8HvgKOfcnN19mJn1A54EnnHOvQz8Ccgws9RdXUJcUFCAcy7409oFwbKyspDdhM45ysrKyM7OJicnJziAI7CfXt1CV1VVFYceeihbt24lKyur3l5/zjkmT57MGWecgdfr5brrruOEE05oUSddTU0Nr732WvA7Oumkkzj88MOJiooiPj6e448/nqSkJN5++21WrlwZMkZBQQGXXnopw4cP58EHH2x0fvHixdxwww307t2bDz74gIsvvpi4uDiSk5MbFfNycnIYOnQoOTk59Y7X1tayceNGSkpKKCkpoby8PDhYpLy8fKfvGcqkSZOCfyMFBQW7FUNEREREREREZG9plU5B59w2/xJhnHO3mNnd+AqD5u8YDCwlfgn4lXNu+e4+y8xigcuBH5xzb/oPbwb6AkOdc9N3+0VaWd2JuIFlu7W1tRQVFREXF8eWLVvo2rUrgwYNajZOWloapaWlfPrpp1x00UXBgl95eTnXXnstU6dOZfz48TzyyCN8+eWXAJSWlvLcc89RXFxMcnIySUlJ1NbWsmjRIjp27EhcXBwffPABq1evZuzYsSQlJdG1a9d6z01MTOSEE07gww8/5Nprr+XZZ5+lc+fOwfNVVVXcdtttREVF8fLLL9ebbPzRRx9x5513MmfOHGJiYjjllFMYMmQIN954Y5PvmZSUxIgRIwCCBbvAd7hhwwa6detGampqvWEiGiwiIiIiIiIiIgeiVps+7JyrNbMo55zXOXebmd2Db8/ALWaWAWxzzj0RhkfVAC/jW6oc2EMwz8yeB643s6XOucYb6EW42tpaSkpKSEpKqle4CgwVadeuXb3rq6uryc/Pp2fPno3279u2bRsTJkygoqKCCRMmALBlyxYuuugiFixYwE033cTEiRODnXc1NTU89thjrFy5kkMOOYTi4mIKCwvZsWMHs2bNCsZNTk7mmmuuYeTIkbz88ssh3yMlJYUf//jHvPfeeyxbtqxeUfDf//43y5cv580336RXr1717vvzn//M2rVruf766znkkEPo1KkTP/7xj+u9W3l5OfPmzWP48OEh9zoMFASTkpLIyMioN53ZzEhJadi4KgearKysJrte4+PjQw60ERERERERETkQtFpREMA55w0M+nDO3Wpm1+Fb5rsVmLAnsc2sHRDvnCsC6i49NsABHwCHAd2AjYEC5Z48c18qKipiw4YNZGRk0L59+2DXW2BqcKdOnaiqqiIxMRGA/Px8Vq1aBUDv3r0B2Lx5Mx9//DF33303+fn5vPXWWxx11FHMmDGD888/n8LCQp566ilOPPHE4HOdc/zrX/9i2bJl/PrXv2bUqFHBcz/88AMHH3wwxcXFFBcX06VLF9q3b7/Td1m3bh1xcXEMHTo0eGzbtm3861//YvTo0Zx66qmN7qmsrGTw4MGMGzeOzz//nJKSEkaMGFGvGLpw4UK+/PJLlixZwi9+8QuSkpKoqqqioKCAzMzMYDE1KSmpRXnK3veTn/xkn8bIy8tr8pyZhSUfERERERERkUjUqkVBAOecqzMBeDG+gt0E59zS3Y1pZjn49g3saGYrgYXOub/4T0fhG2Syw8yqgNuBM/engiBAenp6vf8Gut5SU1Pp2rUrXm/91+nZsyc1NTXk5+fz3HPP8fHHHzNnzhycc2RkZPDpp58yevRo5s2bx09/+lMqKyt59dVXg8ttAz7//HO++OILTjvttHoFwYDY2Fg6d+5cr+OvOc45li9fzpFHHlmvm++ZZ56hsrKSq666KuR91dXVREVF0adPH9544w1++OEHHnjgAe69995gnEGDBrFw4UIqKytZtGgRI0aMoKCgoF5xtKlpydI6/vCHP0REjL0RS0RERERERCSStHpREIKFwRh8BbvjnXMrdjeWmXXAN2X4ISAPOA242MyGOecmOOdqzCzWOVftnLvTzJ41sxOccx+H4VX2upqaGrZs2UJaWhqdO3fGzHDOkZCQUO+/RUVFlJeXk5yczLx583jiiSeYNm0a27dvJyoqiqFDh/L73/+esWPHkpOTQ1RUFC+99BITJ04kISGBSZMmUVtby4wZM4LPnjNnDm+99RZZWVl06tSJ3Nzcerl5vV5Wr14dMu/i4uKQQzu2bdtGWVkZRx11FGVlZYCv4/C9997jtNNOIy0trd6E44Cqqiqio6Pp0KEDt99+O48++iidOnVi4cKFHHnkkQAkJCTwi1/8gkWLFpGTk4NzLjiNODMzMzigJTBlOGBPpg6LiIiIiIiIiOwPIqIoCOAv1n3gQo3S3TXtgTgg1znnMbN1wFzgX2b2tnPuDOdctZnFOeeq8BUO++zhM/eZLVu2UFhYCECHDh0oLCwkIyMjOHE3ICEhgYqKCu666y7+8Y9/0LlzZ0477TSOP/54srOz6dKlS7247777Ln/84x/p3bs31113HWlpafXO5+fn8+ijj9KuXTtGjRpFbW1to9wWL15Mjx49QuadnJzMsGHDGh3/6KOPiImJ4fLLLyclJQXnHPfeey+pqak88MADdOzYsdEeiODrFAx0RiYnJ3PcccdRU1NDRkYGADExMTjniIuLq9ftGBcXR+/evXHOYWaUlZXVG9ZS97P2FNy3evXqxZo1a5o8n5WV1aI448aNA2hUtN4d48aNC0scERERERERkUgTMUVB8HUMhiHMRnx7El5oZlP8y4Q/A34OvGBm/3DOXekvCIJvwnFNGJ67TwSKdWlpaeTn5/PDDz8ANBrEMXfuXK644gpWrFjBZZddxt133x0sGubn59e7dvLkydx7770cccQRPPnkk8HltQHbt2/n/vvvJz4+nmHDhhEbGxuWd/F6vSxdupRDDz00WICbNm0aX3zxBffeey8dO3Zs8t7q6mq6desGwOzZs1m4cCF9+/Zl+/btIScdN6XuvoKh/iv7zpo1axg7diwQnoKeiIiIiIiIiDRtl9dHmtmJZvaCmS01s2IzKzGzFWb2upn9dC/kuEuccxXAMnyDSg7z71foBWYA1wH9zWwEgH+4yGrn3NrWy3jXxMTE0LlzZyorK+nWrRu9e/cOdscBlJaWcumll3LcccdRXl7OO++8w8MPPxxy77xvvvmG8847j3vvvZcTTzyRKVOmkJqaWu+a6upqHnroIYqLi7nhhhuCg0vCIT8/n9LSUgYPHhw89vjjj9O9e3cuuuiiZu+trq4mLi6O2bNn06dPH3r27MlRRx1F9+7dG3U5NhQYyhLoFkxOTg5OoA181tJhERERERERETmQtbjyYWaJZvY6cCOwFLgNX/fdmcBNwGzg12b2vpm1yihXC1R24GYgHngCGOAv/lUDXwOxQD/wTT9ujTx3hdfrpaysrN7gEI/HQ0lJCbW1tfTq1Yu4uLjgubfffpvnnnuOk046iZkzZ3LMMceEjLtjxw4uueQS8vPzue2223jssceIj4+vd43H42HSpEksWbKEK6+8kkMOOSRs7+Wc48svvyQuLo5DDz0UgBUrVvDll1/yq1/9qt47NbR27Vo2bdrEjh07WLhwIV999RWdO3emtLSUrl27hlxuXFdgKEuoPQ5FRERERERERNqCXVk+PAmY4pz7oJlrHjSzMcD9wJV7ktiu8Bf9vP6BJdH+/Ql/BMwBngVuNrOZzrn1ZjYNaLevcttTgQIgEOz2C3TrRUVFkZeXF9xTEOC4444DYMiQIbRv33Rt9uuvv6aqqoqHH36YI444IuQ1zz77LCtWrODaa69l9OjRjc5v3LiR9u3bk5CQsMvv9e2335KXl8fJJ58cLEa++uqrREdH8/Of/7zZe2+++Waio6Pp2bMngwYNIicnh3Xr1rFy5Uq6dOkSsisy0B2YlJTUaIlw3XP/qyuLiIiIiIiIiBy4dqUoeJdzrmxnFznnvjSzuXuQU4uYWSLgdc5V1u34c87VmlmMf5jI4cDbwB+Aan9B8Czg1L2dX7gECoB1l+1GRUURExPDF198QU2NbzvEjIwMCgsL6dixI/369WPevHnNxv3iiy9ISUlh6NChTZ7Pzc3l7LPPblQQrK6uZtasWaxevZqMjAyOPfbYXXqnTZs28fnnn5OdnR18fk1NDa+//jrjx49vdj/AL774gjfffJPRo0dz7bXXkpmZSUJCAgsWLGDevHnExcUF96WrK9Ad6PV6iYqKqlcADJwDQhYUZd8555xzIiLG3oglIiIiIiIiEklaXBRsSUHQzJKcc+UtuXZPmNkhwGO+Xy0euMI5t9y/f6DzdwrG+guDpwPHAkPwLSn+qXNuVdPRI0tUVFTIQtXy5cvZsmULnTp1ChYEf/jhBxYuXIjX62X+/PlNxgws3R01alTIoSEbNmzg6aefpn///px11ln1zhUXFzN9+nRKS0vp0qULhYWFbNq0qdE046aeO3v2bD7//HPi4uL4yU9+EizM5ebmsnHjRs4999wm76+treUPf/gDBx10EDfeeCM9evQgMJtm+PDhVFRU4PV6g11/dQU+e73eRgXAup2DdbsGta/gvnfllXveYByOGHsjloiIiIiIiEgkCff04alA6E3swsTM+gBPAq8B8/AVB980s8ENOgar6wwZ+QT4JFA03Jv57Y5ASl6vF4/HQ2JiYrAgFRiG0VDfvn0xM7Kzs4mPjyczMxOATp06MWbMGCZPnsymTZuCE3rrmj9/PgUFBZx//vls3ry53rnq6mpuueUWqqur6dq1K88991wwj7y8PJYtWwZAXFwc27dvB+CTTz4hLi6OI488ktNPPz3kO65bt47//Oc/zJ07l9GjR3PHHXfQvXv34DPvuusu0tLSOPnkkxsVKgOfX331VRYuXMhxxx1H3759iY2NDX53ycnJdOjQgblz55KUlMSIESPweDzBgl+g0BcoGiYkJNQbLhKYflxaWhosGgaOyb4T2OdxT6Y/hyNG3ViaRC0iIiIiIiIHot1qhTKzY81sgZl5zKzW/+MFGq/bDCMziwYuAN5xzj3pnJvlnBsJlAOXh7jlZjObGPgQiQXBugL7B3o8nkbnGg4ciY+PJycnJ7ifX1xcHL179yY6Ojq4R19T3YIzZ84EYOTIkY3OPfnkk2zfvp2BAwcGlyxXVlYyZ84cli1bhpkRHx9PVFQUZkZMTAxer5fa2tqQz/J6vfz3v//l7rvvZsWKFdx1113885//DBYEwdd9+OGHH3L22Wc3OWCkurqae+65h6FDh1JaWsobb7zR6JrDDjuMww8/nMMOOyz4XZaXl9cbLBLoJqyoqAj5nKSkJFJTU1UIaiUnn3wyJ598cqvHqBtLRERERERE5EC0u52CfwPuxDfIo9p/zIBXwpFUU/z7BdYAQ/x7ClY752qAl4HgGtvA4BFgM/A7M3vFOVe8N3MLh1D7B4KvsLZ58+bg/oENlxNXVFSwcuVKsrOzmTNnDh06dMDMmDdvHieeeGKj58yaNYuePXuSkZFR7/jMmTN58cUX6dmzZ7DDsKioiIULF1JdXc2AAQNYvnx5vc7F6OhoampqqKmpoWHNdf369UyePJlVq1YxaNAgHn744ZD7BX700UdUVVUxYcKEJr+bF154gVWrVnHmmWdSUVFB7969G31HXq+XESNGEBUVFSye1i3uNfV7XVFRUeoQFBEREREREZED3u4WBdc5515reNDMztvDfELyDw6p8X98FjgU35CRwLEZwDn+a9OBof5pw0+Z2ev7Q0EQGu8fGFhOHFjyumnTJtLT0xvdt3LlSpYsWQJA7969WbduHVFRUcGlvnUtXbqUuXPnNlrm6/V6uf/+++nduzfZ2dmAr0Nw9uzZJCcnM3z4cNq1a8eKFSvq3RfoFqypqaGsrP5Wko888ggej4fLLruMYcOGhSwIlpSU8PLLL3PYYYcxaNCgkN/L22+/zfXXX8/w4cN55JFHWLx4MUceeSQej4clS5aQk5MTcq/AujnWPaZhIiIiIiIiIiLS1u3uJIW3zGx8iOOP7EkyoZhZNvCEmT1mZr91zm10zuU65yr956MBB3QyXwtbGTABGAOwvxQEQwksgQXfXnfFxcUUFBQ0ui47O5uMjAxeeuklBg0axAsvvMBpp53G7bffXu+60tJSzj//fJKSkrjwwgvrnVuwYAEbNmzgl7/8JdHR0QDExPhqxt27d6ddu3ZN5hnY/7DhktyKigqOOOIIRo0aFXJfxNraWm688UY2btzIAw880Oh8eXk5v//97zn77LPJzs7mlltuoWPHjowfP5527dqxZMkSFi5cyIIFC0hMTCQ1NTXYZVl3+XBDzrl6S7FFRERERERERNqa3e0UnAm8YWYdgO3+YwY0bgXbA/6C4EvAq0A/4OdmVuucezxwjX9JcSGw3TnnzOx3wEXA/eHMZV8JdAfGxcVRUlJCUlIScXFxxMbGkpWVRc+ePetdX15ezrPPPst9993Hxo0bOfvss7ntttvo06dPvUKcc47f/OY3LF++nIcffrjRtOBPPvmE+Ph4jj76aL7++mvAtzQ4ISEhZGGtrsBzqqur6x1PSkoKuT9iwOOPP85XX33FTTfd1Gh/w++//57LLruMpUuXct5553HJJZewZs0alixZwuGHHw7AoYceCkBOTk6jLstAcTDUMuHAHoOgYSIiIiIiIiIi0jbtblHwOeCf+Kb/BpbwGmHsFPR3AF4PvOuce8TMOgJPAakhLi8FtpvZfcC1wAjn3PJw5bIv1R02sn37djIyMtiyZQv5+fkcfPDBxMbGUllZyfLly8nKyuKqq67ixRdfJCcnhw8++IChQ4cCNCrkPfHEE7zxxhvceeedDBs2rN65mpoaPv/8c44++uhGRbTk5ORGy4Kb0rAomJiY2GRB8ZNPPuGZZ57hZz/7GWeeeWbwuHOOp59+mttvv50OHTrwwAMPEBMTQ21tLYcddliwEBiIP3To0GBnY11RUVEkJSWF7FAMvKOGiUSeiy++OCJi7I1YIiIiIiIiIpFkd4uCxc65hxoerDvpd0/5OwBLgP5m1t05t97MfgAGm9mfgSrn3C3+y9sBVwAdgNHOubnhyiMcdjb0uO75QIdbeno6ycnJdOjQgdRUXx20e/fu1NTUsGLFCr744guefvppFixYwAUXXMDtt99OYmJicHnxunXrSElJwePx8Mknn3DHHXcwbtw4fvrTn/Lll1/WK6QtWbKEbdu20adPH+bNm0dhYWG9/EpLSykoKMDMcM41Kv4FVFdXs2jRonrvVVRUxKJFi+jQoQOlpaUA/PDDD9x6663k5OTw29/+tt6y43vuuYeHH36Y448/nscff5zk5GRWrFhBTk4OxcXFxMTE1Pu+nHM7/X4bCuwxGKpgKK1LRUERERERERGRfWN3i4JfmFl/59zSBscvwjf0Y4+YmTlfpScPGAlMMbPFwLnAhcAQYIKZHe2cG+ucyzez14DJzrnv9vT5+1rd4lTdoRhdu3alurqa6OhoDjrooOA1M2bM4KabbiI6OpqnnnqKk046qV686upqvvrqK6ZPn87nn39OeXk52dnZ3H///cGiWt09AhcsWEBCQgKjRo0iLi6Ovn371stny5Yt9OrVi/j4eBYsWNDke1RWVtZb3tyhQwc2bdpEz549SU5O5pBDDgHgvvvuIyEhgVdeeYXu3bsD0L59e5577jkefvhhTjnlFF555ZXg0t5u3bqxevVqVq1aBUCfPn2Cz3DOBb+/2tpaioqKSE9PDxY9VfjbvxQVFQGEHKizL2PUjRWOOCIiIiIiIiKRZneLgmOA35vZCqC4zvEhwG53C5pZZyAJSAEWOef+bmYbgWTgSOAy59ynZvYF8BXwvJmd4px7H7g+MHxkfxOqmBVKSUkJV199Na+88gpjxozhgQceCBbhvF4vM2fO5N133+X9999n27ZtpKamcvLJJ3PKKacwbNiwkLFramr49ttvGTZsGHFxcY3OBwpzpaWlxMfHN/seDTsIExISGg0f2bZtG//973+5+OKLgwVBgGnTpnHFFVdw3HHH8dZbbxEbG1vvvsB7NtxTsa6ioqJgl2OoScdNCUx3TkpKCg5NkdZx1llnAZCbm9uqMerGCkccERERERERkUizu0XBbsBVDY4Z0D3EtS1iZn2BJwAv0MvMXnXO3eqc+7f//DBguJl94i/+zTCzPPx7Gu5vBUHnXLAQtbNilsfjYenSpVx11VXMmTOHO+64Izi1N+DXv/41H374IYmJiRx//PGMGjWKE044IWShr67FixdTVlbWaNBHQKAouHjxYgYMGNBsrJqamuDvXq+XsrKyekVB5xyPPvooVVVVnHPOOcHjRUVFnHXWWfTt25fXXnsN5xyrV6+mR48ewfxjY2PrdQiG0qlTJ8rKyujUqVOz1zWkwSMiIiIiIiIi0tbsblHwXufciw0PmllFqIt3xsx6AI8BDwKLgGOBB81saZ3nbMe3fPhLf6fg0fi6CpfszjNbk3OOTZs2BYtogeWJHTp0YOPGjY06BpcuXcqcOXNo3749GRkZ3HjjjY26/gLFxH//+98MHjyYNWvW7LQgCJCXlwdAv379Qp5PSUlhwIABrFixgmnTpjUbq1u3bgBUVVXx6quvsmjRIsaPHw/4ioQ33ngjkydP5vzzz+ewww4L3vf0009TXFzMF198QYcOHVi9ejWrV68GaFQIrK6uJj8/n549ezbqJqyqqiIxMZGqqqpG55qjwSMSSnx8PNOnT29yCXpWVlbwfz8iIiIiIiIi+5vdWisZqiDod/lu5jEOyHfOfeScywdeAx4HghvpOeduBRYD/wA+BO4ELnfOrd3NZ+5zzjnKysooLS2lpqaGmJiY4ITclJQUtm7dSmFhYXBPtID+/fuTkpJCUlIS69at46OPPmoU+5prrqFdu3Y88siuDYBev349HTt2bLIgZmYMGDCAU045hSFDhjQbq3Pnzmzbto2//e1vzJs3j5/85Ceccsop1NTU8OyzzzJ58mSuvPJKHnnkkWChpbS0lMmTJ/PTn/6UnJwcAHr06EGfPn3o0aMH8L+uQ6/XS35+PqtWrSI/P7/R85OSkkhNTd3l4l5UVBQpKSlaOiz1jBw5krFjxwaH2TT8WbNmTWunKCIiIiIiIrLbdqsKYmbjzWyhmXnMrNb/4wXG7mYeZUCJmaX5h4x48A0sOcXMYswsEcA59zPgMuAOYIJzbvFuPq9VlJeXU1xcTGlpKampqXTp0gUzw+PxUFJSQlJSEhkZGY0GGyQmJnL66afz29/+lu7du/P00083ip2WlsZvf/tbPvvsM7788ssW57R+/fp6e/s1JSYmhuzs7GavKSkp4S9/+QubNm3iV7/6FePHj6eqqopnnnmGWbNmcdtttzFp0qR6nVcvvPACxcXF9O7dm7KyMqZPn051dTV9+vQJdjoGvh+Px0PPnj05+OCD6d69Oxs3bqS2tjYYS1OFRURERERERERaZneXDz8G3AvMBgJLhg14paUBzKwd4HXOlQHT8BUGS/1Th/EfO885V2Nm6WY2Bsh1zn2xmzkHntsB2OGcq93ZteESeKWkpKRgl2CgK805R2JiIuAr/qWmpgY7ChMTE/F6vZgZ8fHxHH300Vx88cX86U9/4ocffqC2trbeMuKf//zn/Otf/+LOO+/kvvvuazTkI2DdunVs2LAB5xzr1q1jwIABLFnyv1XYmzdv3q33XLx4MWlpafz617+ma9eubN++ncmTJ7N27VomTJjAxIkT6+07WFlZyT/+8Q9Gjx7Nbbfdxty5c5kzZw41NTX07t2bzMxM4uLiSEhIoKqqivXr15OVlUXv3r3ZtGkT69evB3ZtqIhEtokTd3tOUVhjhDOOiIiIiIiISCTa3aLgBufcSw0Pmtk5oS4OcV034GXgBTN7yzlXbGafOue8gWucc1VmluT/fYOZfQRMBW7dzZwxs37AZHz7Et7jnCvd3Vi7+Nzg7126dKG8vJyEhIR6E2+Tk5OD15SUlLBmzRqysrJITU2tF+vyyy/ngQce4F//+hd//OMfG3XF3XPPPVx88cXMmzeP8847L2Q+aWlptG/fnpKSEioqKjjkkEM46KDgSm1OO+20Jt9l9OjR9ZYR19TU8Pzzz/Pxxx8zePBg3n77bTp06MD69es588wzWb9+PVOmTOHkk09u9C5Tpkxhw4YNPPjgg8yfP5/+/fvj9XpJS0urt6dgdHQ027Zt44cffiAqKoo+ffoEuynT09PVGXgA+fnPfx4RMcIZR0RERERERCQS7e4mal+ZWU6I4ze38P5YIAM4DTjZzNrVLQiaWbSZxQNdzCzKzH4HDATe2s18MbPewLPAv4CvGhYErYWVpczMTMws+DNp0qRdzYPk5GQqKiooKSmhvLwcqL9vXnl5OaWlpaxbt44XX3yRrVu3Ar5ltJs2beLkk0/m2Wefpbq6ulH8008/nSOPPJJ//vOflJWVNZvLhg0bgN3vtCspKeHee+/l448/5tRTT+WWW26hQ4cOfPfddxx33HHk5+fz+uuvhywyer1e/vKXvzB48GB69erFzJkzWbp0KWPHjqVv37719hQEGi0bDuQdHR2N1+ultLQUr9fb6DmtJbBM2szIzMxs7XT2G/n5+SH3i9zXMcIZR0RERERERCQS7W6n4BjgWjNbAWyrc3wI0JI1d4cCz+MrDl4KYGbv1SnUeZ1zlWY2G7gP+B1wpHNu7m7mC77JxW87557yFxoPA/oCnwDlzrlqM4uqW5wMpaCggIyMjF1+uHMu2BloZo0m3gb2zQPfxN+SkhLmzJnDd999h9fr5Re/+AWLFi1i/vz5jB49mqlTp/LJJ59wyimn1HuOmXHvvfcyfvx4pkyZwm9+85smcwoUBbt06dLi9ygtLeXjjz9mzpw5LF++nJqaGq666irGjBlDdHQ0H3zwAZdeeimdOnVi6tSpDB48OGScN998k+XLl3PTTTeRk5NDbW0tw4cPp6KigpUrV5KdnV1venJsbCx9+vRh48aNFBYWAv8rZpaXl9f77iLBpEmTggXjwsJCFQZb6MILLwQgNze3VWOEM46IiIiIiIhIJNrdomA3oGG1yYCdT6zw+Rb4xjm3w8zuBX4FjQqDAEcCRwCj9rAgCFACrPb//iFQCJwMLAfeN7O/+fc33CvqFq4CwzDqLhmuu6/g7NmzWbNmDX379qVDhw6cfPLJAMHpvP/4xz8A6NSpU8hnDR8+nAEDBjB//vxmcwoU1b755ptmlwxv3bqVhQsXsmDBAvLy8gDo3r07o0eP5rjjjqN3794AzJ07lwcffJCBAwfyyiuvNFlsXLlyJVdddRVDhgzhggsuICoqirFjfTNqvv/+exYv9s2PGThwYKN76y4bDmhYYBURERERERERkebtblHwXufciw0PmllxS252zm0zs2j/77eY2d34CoPmLwzu8F/6EvAr59zy3cyzrmjgDjPrjK8gOck/1fh24DhgM77lxWERWAbcVGdgQG1tLUVFRaSlpQWLhIMGDQr+NyEhIXhtYmIiq1atCu4nOHLkyCaf37FjR4qLi5vNsV+/fhxxxBG8//77fPDBB8TFxREbG0t0dDSxsbHExMTg9XrZtGkTABkZGYwZM4bTTz+dHj161NvLb9GiRTz44IP069ePN998kw4dOjR6Xk1NDY8//jh33XUXsbGxvPzyy3Tv3p34+PjgNYEJx01NOo6Ojm603DkqKipiOgRFRERERERERPYHLS4KmlmSc64cIFRB0H/8Pw2vbYpzrjawXNc5d5uZ3QNcAmwxswxgm3PuiZbmFyLfdkAcsN05V+Oce8zMhgDX4hs2gnPOY2a3A38DLiCMRcGddQYGFBUVNZqiGx0dTXp6er3JwgArVqzgiiuuYPTo0dx99914PJ4mn5+amsqaNWt2mudFF13EsGHDyMvLo7q6murqajweD9XV1dTU1FBbW8uIESM47LDDSE9Pp6ioiJ49e9aLsXz5ch544AG6du3KW2+9FbIgOGfOHG644Qa+++47TjzxRP70pz9x8MEH4/V6qaioIC4ujqioKBISEujbty/r1q2jR48exMXF4fV68Xg8JCYmBqc2i4iIiIiIiIjI7tuVTsHbzWyac+7j5i4ys9H4CmxX7iygc85rZuZ8bjWz64Anga3AhF3IrWEOOcCfgI7ACjNb5Jx7CHgR336IvzGzfzrnqv17Cd4IvGtmHZ1z25oJ3WItXdIaWAablpaGcw6AdevWBafvdu3aFTOjoqKCc845h9jYWCZPnkxNTQ0ej6del11dMTExbNu2Lbjct66ioiIqKyuDnzMyMurtk1hTUxMyZklJCZWVlVRUVASP5eXl8cADD9ChQwduvvlmOnXqVG/gx/bt27n77ruZMmUK3bp145e//CUPPvggKSkpwWJfWVkZMTExwe+q7vv37t273n6LoQqrIiIiIiIiIiKya3alKHgnMMVfuPsMWIlvnz4HtAN6A8fg21uwxQU955wLFAaBxf54E5xzS3chtyAz6wA8BjwE5OGbcHyxmQ10zl3sz/8hINfMTnHOFQM/BiqBqt15ZigtXdIaExMT7BD0eDwsWLCA/v37A76Ju9XV1ZgZt9xyCwsWLOCNN94IduqlpKTUW15cV9euXSkrK6Njx47ExNT/Zx46dGizgy/S0tKaPFdZWUlWVhYAS5Ys4fe//z1paWlMnTqVzMxM2rdvD/gGq7z66qtcd911FBUVceqpp3LRRRcxcuRIZs2aBcCYMWOIi4tjxYoVdOrUKbgcOfB+PXv2bLT0uoVDoiVC9erVq8kO1qysLK677ro9fkY4YoQzjoiIiIiIiEgkanFR0DnnAX5uZicB5+PbA7AbEAVsBOYCk51zb+1qEv7CYIw/1vHOuRW7GqOO9viWDef6lwev8+f2gpm94pw7z8w245tqvMjMPgb6A5fuzUEjO1NbW0tubi4rV64E4MgjjwSgurqad955hyeffJKrr76ak046KeT9zjmcc8HltampqYBvWnCo5bx7Ij8/n6effprnn3+e5ORk3n77bXr06BHsdKypqeH888/nzTffZPjw4dx4441cfPHFxMXF8eKLL/Ltt98SFxdHcnIynTp1Ii8vj4SEhOBeioFJw845ysrKSEpK0p6BB4g1a9YE/072llNPPTWi4oiIiIiIiIhEol0eNOKc+xDf9N6wcs7VmNkHbs8rBhvxLT++0Mym+CccfwacDbxsZo86564BfmxmJwDbgQ3Oubw9fO4eKSoqon379mRnZ3PYYYcFj69bt46JEycybNgw7rrrrpD3zp49m7PPPpsjjjiC1157DfhfUXD79u1hKwouWbKEJ598ks8++wwz4/TTT+fmm28OTh8GX7fjxIkTefPNNzn55JMZPXo0OTk5rF69mtLSUjweDzk5OfTr14/DDz882MXYu3dvNm7cWG8vxcC+jF6vl6ioKJKSkrSn4AFu2bJlgG8ITmvGCGccERERERERkUi0u9OH94owFARxzlWY2TJ8S5jnmtkc/96FM4BrgKvMbKRzbsbO9kfclwJ7CzYcMLJs2TK2b9/OGWecQVxcXMh7//vf/1JQUMDbb78dPNanTx/MjKeffpq77757j5bdLl++nMcff5xPP/2UlJQUfvOb33DZZZc1WoI8Y8YMrr32WpYvX84vfvELevToQVJSEvHx8SxatIhevXoFi4RxcXFs2bKFtLQ0cnJy2LRpE4WFhcD/Bq4Elg17vd7gnoLqGDywXXHFFQDk5ua2aoxwxhERERERERGJRAdU25X9r/J1MxAPPAEM8E85rga+xlcIzW6lFJsUHR1N165d6xUEy8p8q5nHjRvHQw89xKZNm0Le+5vf/AagXofhIYccwsSJE/nvf//Liy+GHBa9UwsWLOC6667jjDPOYMaMGVx55ZW8//77TJo0qV5BsLS0lBtuuIFTTz2Vqqoq7r//fv76178yduxYfvnLXzJ06FD69OnD0KFDGT58OImJiWzZsoUNGzawZcsWwFcMzcjICBZHgeDE5pSUFFJTU3c6tEVERERERERERFomojoFd5e/6Of1700Y7V+K/CNgDvAscLOZzXTOrTezafgGo0S8WbNm8cMPP3DWWWfx1Vdfcfvtt/PEE080uq59+/ZUVlY26ga86KKLWLZsGY8//jgHHXQQY8eO3ekzq6qqePfdd3nppZf4/vvvSU5O5rLLLuPiiy+mQ4cO9aYWA0ybNo3f//73rFu3jp/85CecfvrpZGRkEBUVxY9//GM8Hg9er7feEmPwDTOpqamhpqaG2traegNXGmrp0BYREREREREREWmZ/bYoaGaJgNc5V+mc8waOO+dqzSzGOVdtZocDbwN/AKr9BcGzgH06QWBnq6Jra2tDHh8xYgQJCQn07duXpUuX8ve//50JEyZw9NFHA74CXlN77FVWVhITE8ONN95IYWEhf/zjH8nIyCAnJ4cuXbpw5JFH0qdPH2JjYwHfnobvv/8+H3zwAcXFxfTq1YubbrqJU089NViQq62tDea6ePFiHnvsMf7973+TnZ3N/fffT7t27SgtLWX58uWkpKQwePBgduzYQVRUFHl5eRx22GHB7yIqKoqYmBg2bNhAVFRUsBNQ04VFRERERERERPa+/bIoaGaHAI/5frV44Arn3HIzM+dTY2ax/sLg6cCxwBB8S4p/6pxb1XrZN9awEFZZWcnq1avp06cPI0aMIDo6mnvvvZf333+fn/70p/zlL3/h17/+NdHR0U0WBYcMGRIs+M2cOZOnnnqKr776ipkzZ7J+/Xpeeukl4uPjGTx4MJ06deKTTz7B6/Vywgkn8Nvf/pZjjz22UV61tbVMnTqV66+/nmnTppGYmMgvfvELjjnmGA455BAKCwvxer0kJSUxdOhQEhMTiYqKYuHChSxYsIDo6OjgVGX43z6KCQkJ2jNQRERERERERGQfCltR0Mw6AYOcc9PDFbOJ5/QBngReA+bhKw6+aWaDG3QMVvuLhF7gE+CTQNFwb+YXDqtXr2bBggUUFBQwZswYoqOjSUlJ4ZtvvuGiiy7iqquuIjc3l7/97W907Nhxp/Gio6OZOHEiEydOBHxThBcuXMjs2bOZPXs2CxcuZOLEiVxyySVkZWXRrl391dXFxcVMmTKFf/7zn/zwww/07NmTX/7yl9x+++1069aN5cuX07dvX6qqqpgxYwZHHnkkycnJACQnJzN48GCioqIYNGhQvbiBZcEJCQnExMRoz0Dh1ltvjYgY4YwjIiIiIiIiEolsV2tk/s68AcCgBj/dAY9zLjncSdZ5djRwC7DdOffXOsdnAs85555ocP0twFbn3D/38LkZQAFAQUEBGRkZu3R/4Duura2lqKio0YRhrzdYy8Tj8TBv3jy2bt1KbGwshx56KFlZWfWuveqqq3jmmWfo2bMnL7/8MocffnijZ1ZUVAQ7BRvavn078fHxTeYbKAquW7eOBx98kBdeeIGysjKOPvpoLr30UiZMmEBMTON6cllZGd9++y0jRowIFgWbU1ZWRklJCampqQd0h2BhYWHdwSyZzrnCuuf39O9rf2JmO11Ov7+IlHfZ2d+XiIiIiIiISCgtnj5sZhPNbAlQCswG/g70xzfM41ogh708wMM5VwvUAEPMLNHMApWpl4FgFcrMAu+1GbjKzDrszbxaqqioiMLCQoqKipq8ZtGiRSxYsIDk5GSio6MbdQJGRUXx5z//mb/+9a/U1NRw4oknsnDhwrDm6ZzjpZdeYsiQIUyePJkzzzyTmTNn8vnnn3PeeefVKwh6vV7KysqCy4bHjRvXooIg+JYNR0VFkZCQENb8Zf81f/585s+f3+oxwhlHREREREREJBLtyvLhB4BHgY+BocDdQB5wn3OuLOyZ1eEfHFLj//gscCi+ISOBYzOAc/zXpgND/dOGnzKz151zxXszv5YK7KEX+G8onTt3pqKigtraWnbs2EFBQQGpqals2rSJ5557jtTUVM4991wmTpzIj370I0466SROP/10pk2bVq+jcHdt3bqVyy+/nDfffJPRo0fz7LPPcvDBBzd5vcfjCe4HuKvLfysqKvB6vVRUVBzQnYLSctdccw0Aubm5rRojnHFEREREREREItGuFAU/cM7d7v/9/8zsP8A/gEVmdoVz7uOwZweYWTZwo5mVAyudc48BG+ucjwYc0Ml8kzHKgAlAHPB+pBQEwbe3X9euXZu9Zu3atZSXl5OXl8ewYcOChb7nn3+el19+mU6dOpGens7ZZ5+NmXHqqafyyiuvcNppp/Hee+/Rrl07qqqq2LFjB845qqqqqKqqIikpiT59+jQ5mATgs88+4+qrr2br1q1ceOGF3HTTTXz11Vd06NCBtLS0kPckJibW+++uCBQRtZegiIiIiIiIiMi+1eKioHPu3Aaf1wGnmdnPgSlm9l/gGufctnAl5y8IvgS8CvQDfm5mtc65x+vkUWtmhfj2GXRm9jvgIuD+cOWxt9WdNjxs2DBWrFjBli1bAIJ7/2VnZ9OrVy/69evH+PHj2bFjB/n5+Zx55pl0796dRx55hL59+zb7nPbt2zNs2DAOO+wwjjjiCIYNG0Z6ejplZWVMmjSJyZMn069fP15//XUGDx7MAw88QF5eHgAXXXRRyJhRUVHB5cKB/dWqqqpYt24dPXr0IC4ursl8zKzFS41FRERERERERCR89nj6sHPuNX9B8GFgMb6BI3vM3wF4PfCuc+4RM+sIPAWkhri8FNhuZvfh299whHNueTjy2Bu8Xi8ej4eYmBgKCgooLi5mxYoVOOcYOHAgQ4cO5bPPPgN8hTOv18v48eNp164d7du3JyEhgY8++ojp06czduxYfve73zFo0CC+//57amtrmT17Nj/60Y/o1q0bcXFxxMfHs27dOv7zn/+wZcsWHnvsseBwk969e+P1elmzZg3nnHMOf//730lPTyc3N5eoqCg6d+7MaaedFtxHsKnBCtXV1eTn59OzZ0/WrVvHypUrAejTp88++EZFRERERERERGRX7HFREMDfHfhLMzsmHPH8MWvNrATob2bdnXPrzewHYLCZ/Rmocs7d4r+8HXAF0AEY7ZybG6489obAPnyBwSPJycnExMTQs2dPAAYOHEh8fDyHHHJI8J6kpCS6devGsmXL8Hq9fP/991RXV2NmzJgxgwULFjBy5EgqKiooKytjwIABnHLKKfWee9VVVwHw1Vdf8c4771BWVsbatWspKSnhmWee4Zhj/vfPN2LEiOB/W9LNl5+fHywEBt4j8N8A5xzl5eUkJSXhW+ktIiIiIiIiIiKtISxFwQDn3OfhiGNm5nwtaXnASHzLkxcD5wIXAkOACWZ2tHNurHMu38xeAyY7574LRw57U2D/vU6dOgFQWFhIaWkp+fn5tG/fnvj4eAYMGIDH4yEqKiq4D2Cg6y4vL4/Kykr69+/PscceG4w7cuTIYAfgUUcdVe+ZJSUlfPPNN4waNYqhQ4cSHx9Pr169+Pbbb6mqqgoWAXdX3UJgbGxsyA7B8vLy4FASLRuWUO67776IiBHOOCIiIiIiIiKRKKxFwT1lZp2BJCAFWOSc+7uZbQSSgSOBy5xzn5rZF8BXwPNmdopz7n3geudcZaslvwvq7sOXk5NDRkYGBQUF9ToDA92Egam8M2bMoLa2lujoaA4//HDi4+MZMWJE8Pz48eMpLS1l1qxZjBs3rlHR7ZtvvuHrr78GYPTo0Xg8HhYtWsQnn3xCaWkpiYmJHH/88cHrv/32W2bOnAnAuHHjdvpOsbGx9O7du9kOQA0WkZ0ZPXp0RMQIZxwRERERERGRSBQxRUEz6ws8AXiBXmb2qnPuVufcv/3nhwHDzewTf/FvhpnlATUA+0tBsKGoqCjS0tIaTfcNdBPGxcUxY8YMPv74Y4qKiujcuTMJCQkcc8wx7Nixg08//ZSRI0eSkpLCjBkzmDFjBgDHHntssDuwf//+rFu3jgEDBjBq1Ci+++47vv32W3JycjjuuOOoqqpi1KhR9Z5fd/mwx+Nh4cKFDBo0iISEhN1+Vw0WkZ2pW7huzRjhjCMiIiIiIiISiSKiKGhmPYDHgAeBRcCxwINmttQ596L/su34lg9/6e8UPBpfV+GSVkg5LGpqatiyZQtpaWnBQR4BgW7C2tpahgwZQkVFRbBTcMiQIQDMmzcvWAQ85phjGDRoEF6vl0GDBvHNN9+wefNm5s+fz/Tp09m6dSvjxo0jNTWVwYMH4/V66devH16vl3bt2jUq1iUnJwc7BGfNmsXcub5tGnd3mbH2E5SWuPnmmwHIzc1t1RjhjCMiIiIiIiISiSKiKAiMA/Kdcx8B+PcHzAIOClzgnLvVzAYA/wDygTjgcufc2n2f7p4JTOqNjY1ly5YtAHTt2rXeNYHuvJycHJKSkuoNAQkYOnQo1dXVjBw5kq1bt/Ldd99x+OGHs3TpUr777jsyMjIYOXIkAwYM4JtvvuGEE04AfAW/MWPG1CvUNWfQoEH1/tucsrKykIU/7ScoIiIiIiIiIhI5IqUoWAaUmFkasNU55zGzGcDtZvYgEOuc8zjnfmZmPwJqgTXOuXWtmXRdvrko9Xm9Xnbs2EF5eTmdO3cmOjoa8E3qXbVqFVlZWXTv3p1OnTo1un/hwoXMmzePmJgYBg8eHPKZSUlJwUEjy5cvZ+3ataSnp9OvXz9Wr15N37596dKlCytWrOCUU04hKSmJ2tpavF5vMJdAQTBU/gBVVVWsWrWKQw89lPXr19OjRw9iY2NDXttc4U/7CYqIiIiIiIiIRI5WKwqaWTvA65wrA6bhKwyWuv9Vp6YB5znnasws3czGALnOuS/C9HxzTVXCwsTj8ZCXl0dxcTFFRUUMGDCA6OjoRpN6Qxk0aBDOOfr37x8s4JWXl7No0aJg92BUVFSwI2/AgAE45xgwYADffvstJSUlrFmzhnnz5rF27VqWLFnChAkTSExMJCoqitraWvLz8+ncuTOrV6+mR48edOzYMTjpOGD58uUsWrSI/Pz84BLnUJOFoX7hr2GnoJkFh6KIiIiIiIiIiEjrapWioJl1A14GXjCzt5xzxWb2qXPOG7jGOVdlZkn+3zeY2UfAVODWPXx2qnOuZG8XBME3LKRXr17k5eVRWVnJhg0biImJIT09vV5hLdTegomJiRx55JH1Ovi+/fZbPv74Y8rLyxk7dmy9ZyUlJQX3+xsyZAilpaV06tSJwsJCCgoKiI+PZ/HixQwbNoyKigo+/vhjYmNjiYmJYdOmTWzZsoUjjzyyUYdf3759AejVqxebN28OFjRDUeFPRERERERERGT/0FqdgrFABnAaUGFmU51zOwInzSzan1sXM4sCrgYGApfsyUPNLBt4wMxucM6t3JNY4Fse3NzwjKioKNq3b8/AgQMpKiqipqaGwsJC4H97CDrnWLt2Ldu2bQser1skDHQJ+vPHObfTQR0VFRX07NmT9u3bk5+fT79+/UhLS2PAgAEALFmyhHXr1tGjRw/GjRsX7BQMTDyuKz4+PriXYLt27XbjWxJpuUcffTQiYoQzjoiIiIiIiEgkaq2i4KHA8/iKg5cCmNl7zrlS/3mvc67SzGYD9wG/A450zs3d3Qf6C4L/BJ5rWBDclaXEmZmZ9T5fe+213Hnnnc0Oz4iKiqJr167U1tYSExNDp06dggM5ysvLcc6xY8cOUlNTAdiyZUuweNilS5dgnOHDh5OYmEhOTg4VFRWsWrWKgw8+mISEhHrPS0tLo6KiguLiYsaPH8+qVavo3bs3ixcvZsCAARx66KHBKcWJiYlN7lnYkNfrxePxNCqCarJwY5MmTeLOO+9s7TT2O4HJ2q0dI5xxRERERERERCJRaxUFvwW+cc7tMLN7gV9Bo8IgwJHAEcCoPSwIHgI8ATzmnHvHfJWrnkB359zMQEGwJcXBgoICMjIygPqdgi0RHR1N165dKSsrCw7kCBQGKysrWb9+PX369CEtLQ0g+N+AukuEv//+e5YtW4ZzjoEDB9a7rqamhu+//57i4mJiYmIYNmwYc+bMYcGCBQAcfvjhHHHEEfWub7h8ORSPxxNykEjdASNaPuwzadIkJk2aBEBhYWGjYrKE9umnnwIwfvz4Vo0RzjgiIiIiIiIikahVioLOuW3+JcI4524xs7vxFQbNXxgMLCV+CfiVc275Hj5yLBDtnHvH//lVwAsca2aLgceBd5xzVbsSNCoqKlgE25UtChsO5Ojfvz/JycnB/fpiYmLqLS+uqKhg5cqVZGdnB7sCs7OzMTMOPvjgYAdfYIjIypUrKS0tpV27dsG9CwNLhwP/rWvLli2sX78e+N+y5lACy4sbFkE1WVjC5Z577gH2rBAXjhjhjCMiIiIiIiISiVpt+rBzrtbMopxzXufcbWZ2D749A7eYWQawzTn3RJie9YyZ1ZjZo0A8MA94EOiIb0nx1cAW4PPdnUrc3C3OOZxzwcKdmQULaM45YmNjm5zo65xj5cqVLFmyBICcnBzAV5BMTk4mKiqKsrIyNm3aRJcuXUhJSSE7O5uoqCh69epFfHw84CvoDRs2DPB1ONbNt25nYk1NDZs3byYpKYl27drVWw4cyDvUZOHmlk+LiIiIiIiIiEhkiWrNhzvnvP6lvDjnbgU+BJ7EV6RbuiexzaydmaWZWZw//hTge6A/8IS/GLkFOB+oBK7xX9dsQdDr9YY8bmYhf8C37DawZNjj8TR5bVP3d+/end69exMVFUVNTQ1mxrp161i5ciXr1q3Dn3cwj+joaBITE4mJiQne88MPP7B9+3bAt4z5/9m787Aoq/aB498zrAOICrixKCJuIOa+l0tmtthmZYstlpktb1b29stKs96yzVbLlrdeLS0rKzVLbTG3LBfcQVwQRQRFATf2gTm/P4Z5moFhFRTt/lzXXMA8z3OeM8MZu7i7z3073sOemeju7s6xY8eIi4sjKSmp2nOVeoJCCCGEEEIIIYQQ54dzGhQEWxBO/R1N2glo4DatdY2DgkqpaOBLYBHwkVLq3yX3+gR4D9vWYZRS7lprC/A04GMPIFYkLy+vWnNxrLfn7++Pp6cn6enpFBcXV+n6vLw8CgsL8fLyIjU1lZSUFADCwsKIiIggLCwMX19fWrRoYWTr7du3j9WrV7N69WoKCwtJTU0lISGBPXv2kJubW+H9fHx8CAoKomnTprIdWAghhBBCCCGEEOICdc62DzsqCQy6YwtSDtNa763pWEqpRsC7wHTgAHANcKdSqqfW+mat9Xcl5/lgyxAE6ALkAZWmutnr6lWVPbBmr/eXnp5udBauqH5f6fsFBAQ41R308PCgdevWRnZe6e27x48fJy8vj+LiYvr160fHjh0JCAioNNDn7+9Pu3btpJOwEEIIIYQQQgghxAWsXgQFAbTWRUqpJTWp51dKQ8ATWKm1zlNKHQI2A58ppRZqra8rOW8AcLFSKgm4DXhAa13gckQHJlPFyZVaa6MjsX1LrY+PD1arlfT0dBo1agRAUFBQlV6MvXYg4FR30GKxkJKSQlhYGB4eHk7XtGnThssuu4z169ezfft2vL29adeuHQ0aNMBkMpWpf1h6zlIfUJwrH330Ub0YozbHEUIIIYQQQggh6qN6ExSEyuv5VVE6kAXcoZSarbU+rZRaDowC5iil3tdaPwQkA0OBPsB4rfXuWri303Zhx+BaRkZGtTIEK5OSkkJSUhJFRUU0bNiQwMBA3N1tv04PDw+CgoJo3LgxR44c4fDhw0Z9wdL31lpz9OhRioqKysxZiLOtffv29WKM2hxHCCGEEEIIIYSoj+pVULA2aK3zlVK7sWX/bVZKbSppaLIOmAg8rJTqqrXeopSaBHhorfNr6/727bmlt+naMwOrmiFYGcdtxIcPHwacg40BAQH06NGDVq1a4eHhgY+Pj9Fl2FFubi5FRUW4u7tLDUFxzi1evBiAESNGnNMxanMcIYQQQgghhBCiPrqggoJKKVWSbfg0sAb4ELhLKZWgtbYopf7E1mW4E7BFa10MVK3jR9Xn4DLbzs3NrUYZgq6SJ4uLi8nKyiIsLAylFJ6engQGBjqd6+bmRlhYGCEhIcbWYFdbnx2DmFJDUNSG8PBwkpOTXR5r1apVhde+8cYbwJkF4mpjjKqM06pVq3I/M61ateLAgQNndH8hhBBCCCGEEKIuXRBBQaWUSWttLWlY4lZSn/ASYBPwKfC0Umq91vqwUmoF4Hem97RarU7BtooCaq6OOV5f3WszMzOdtiK7Cjba6xm6ubnRoEEDp2Naa3Jycoy5+/md8dshhCE5OdllMPtCU1HQTwLsQgghhBBCCCHqu/M2KKiUMgNWrXWB1tpqf15rXayUci/JDOwGLACeACwlAcEbgTPeD+hYO7AmQbUzuf5MtyKf6dyFEEIIIYQQQgghxPntvAwKKqXaAu/avlVewP1a6z327cMlmYIeJYHBa4FLgS6AF3Cd1nrfmc6hvNqBZ+P6mm5Fro17CyGEEEIIIYQQQojz33kXFFRKRQAfAV8DW7AFB79TSl1UKmPQUhIktAK/Ar861Bw8Y2e67fZcbtuVLcNCCCGEEEIIIYQQ/2znVVBQKeUGjAYWaa0/Knm6j1JqPTAOW2MRR08rpbK01h8A1FZAsD7SWpObm4u3tzf5+fnSOEScl+bMmVMvxqjNcYQQQgghhBBCiProvAoKltQLLAK6lNQUtGiti4AvAaPlr73xCHAMmKCUmqe1PnFOJn2W2OsEZmdnY7XaEib9/PzKNEQRoj4LCwurF2Oc6TjSmVgIIYQQQgghRH13XgQFSxqHFJX8+CnQEVuTEftz64CbS84NArqWdBv+WCn1zYUeEIS/6wM6ZgqCNBUR55evv/4agFGjRp3TMc50HOlMLIQQQgghhBCivqv3QUGlVCTwlFIqF0jUWr8LpDscdwM0EKBsf23nALcBnsBP53tAsKoBBKWUEfRzDP45Bguzs7MlY1DUax988AFwZgG92hijNscRQgghhBBCCCHqo3odHSoJCH4BxGML8o1SSj3keI7WuhhIA06W1AycANwF7D3L062X7E1F8vPzOXXqFLm5ued6SkIIIYQQQgghhBDiHKu3mYIlGYBPAj9ord9SSjUGPgb8XZyeDZxUSk0DHgd6aq33nL3Z1n/2jEH7VyGEEEIIIYQQQgjxz1Vvg4IlTUVOAR2UUi201oeVUvuBi5RSrwOFWutnSk5vANwPNAL6aa03n5tZ11/2jEEhhBBCCCGEEEIIIerl9mH1dyG9A0BrYLZS6i3gDuATbDUFr1BKrQLQWqcAXwO9JSAohBBCCCGEEEIIIUTF6lWmoFKqCeAD+AHxWuv3lFLpgC/QG7hPa/2bUmo18AfwuVLqKq31T8CTWuuCczZ5IcQZ+/bbb+vFGLU5jhBCCCGEEEIIUR/Vm6CgUqod8CFgBcKVUl9prZ/VWs8vOd4d6KGU+rUk+LdOKXUAKAKoTwFBq9VKbm6udPoVopqCgoLqxRi1OY4QQgghhBBCCFEf1YuIlVIqFHgXeA0YA7wIjFNKjXY47SRwCzBAKeWhlBqMLasw4WzPtzK5ubnS6VeIGpg9ezazZ88+52PU5jhCCCGEEEIIIUR9VF8yBQcBKVrrZQBKqa+BVkBL+wla62eVUlHATCAF8ATGaa0Pnv3pVkw6/YoLXXh4OMnJyS6PtWrVqsbj2oNwd9999zkdozbHEUIIIYQQQggh6qP6EhTMAU4ppQKBLK11nlJqHTBFKfUa4KG1ztNa36CUugQoBpK11ofO5aTLI51+xYUuOTkZrfW5noYQQgghhBBCCCFq6JxtH1ZKNVBK+Zb8uAL4GcjWf0caVgB7tdZFQEOl1DCllKfWerXWeu2ZBASVUvVi27QQQojzj1LqVaXUGqXUHKWUR1WOl3eNUmqQUmq5UmqFUur6s/k6hBBCCCGEEP9s5yQ4ppRqDiwCblZKNdRanwB+c2wWorUuxFYzEK31EWz1Bqec4X3bKaV6aa2tEhgUQghRGaXU7FI/XwSEaK0vBnYBN1Z2vLxrlFJmYCJwhdZ6sNZ6QV2/HiGEEEIIIYSwO1eBMQ8gGLgGuFIp1UBrbbUfVEq5KaW8gKZKKZNSagLQCfi+pjdUSingSWxdi7vXNDAYEhKCUsp4TJ06taZTcslqtZKdnY3Vaq38ZFFvTZ061VgjISEh53o6Qoja0w/4peT7ZUD/Khwv75q+QB6wWCm1oOR/mAkhhBBCCCHEWXGugoIdgc+BrcBY4GqllGMRPmtJ1mAsMA14Beittd5c0xuWbEveAFiBtUqpgSWBQbfqjJOamorW2njUdlBQOhdfGKZOnWqskdTU1HM9nRoJDw93CoA7Ps6kmUhFlixZwpIlS875GLU5jqgepVRASYAsRymVrJS6rQrXtFVK5Sul5jo856WU+rRkjNNKqa1KqSscjndUSv2ulDqplEqsxtbdxsCpku9PAgFVOF7eNc2ASGAE8F9gahXnIIQQQgghhBBn7Fw1GtkI/KW1Pq2Uegm4F0AptVhrne1wXm+gF9D3TAKCDn4AvLC97uVKqaFa65Ul9zY5ZiueK9K5WNQX56KZSG2s+9r67NTVZ7BVq1bYEpddHztw4ECd3Pc88j5QiC1g1gX4SSm1TWsdX8k1G0s9546tU/1A4CBwJfCNUioGOISthMWHwGUl5yxWSnXVWu9RSrXE9j+uADoopVaWfD8MOAH4l/zcEMgqdV9Xx8u75gSwVmtdqJRaDkyq4DUKIYQQQgghRK06J5mCWuvjQG7J988Af2ELDF5TspXYHon4AoipjYBgyfZhK7aMjN+AycCvSqlOSqlgYHx1swbrgr1zsckkJQ/FP8/MmTOZOXPmOR+jNscp7cCBA07Zxo6P5OTkWr/fmVBKeSilXlJKHVBKWZRSuuSxvY7u5wuMBCZrrbO11n9g+585d1RwzS3YgmvLHZ/XWudoradqrQ9ora1a6x+B/UB3oAO2EhZvaa2Ltda/A2vt99FaH9RaD9JaDwKW2b8vqXX7JzC05DaXl1znyNXx8q7ZCHQs+e9TFyDJxesbV/L+f6WU+kgptVkptUQp5V3O8Til1NyS7Mn5JVmQD5b3/gkhhBBCCCH+uc5Z5ElrXWyv6ae1ngysA+4B+imlxiilrtNaf6i13lOT8Uu6GwfaA33a5ii27I+mWuuXgaewbWFeBnwD+J6LwGBtb0Guqfowj/owB6g/8yjtXM3rbN33m2++4Ztvvjmje7saoyZee+21WhmnuurZ2nsRuBS4GGiELfC2ALiusguVUm8rpVaW83i7nMvaAUWl/t3fBkSXcw9/4AXg8SrMp1nJ+OVlHCpstWsrpLXeCqQrpdaUzOs7pVRzpdTz5R139VzJuRnY3s9V2JppveDifh8Ds7H9Dp4CegAtgetLHe+PrW5uN2zZj/8Gbi55vKqUOlc7A4QQQgghhBD1lDrb2wPLTEApZc8MVEpNBP6FbWvVbVrrXTUcMxpbHcLGwF4gTmv9Rsmx0cANWusblFJdgW+BFtg6GzcDni+1hZmSTMJUsNUUDA4Orsm0KprvWd+mWV/nUR/mUNvzSEtLc2w2EqK1Tit1ryqvr9qcV3h4eIWZaY5bWc/W72XQoEEArFy50niuuvd2NUZNKKUYOHDgGY9T3XsC1Xq9la2vM5hLA+Ao0FlrvbfkuQeAUSUZdLVOKXUxMF9r3dzhufuA213dUyn1DpCmtX5VKTUViNRaj3ZxngewFNintb6/5Ofd2LYPvwUMBn4EVmitL6/9V3ZmSl5bZ631DSU/fwVs11pPczgeo7UeWfLzH8DXWusZJcFAC7W4NoQQQgghhBAXhnOeOaC11g6BwZ2A5swCgo2Ad4HpwAFsHY7vVkr11FrforWeq5QKU0pdCjwDXI0tIDgJuLh0QFCIC9W5qBkoziuXAEn2gGCJxsCROrxnNn/X3rPzB06XPlEp1QXbltyuFQ1YkpE+B1udwocBtNYWpdR1wAzg/7A1tfoGKDij2detUw7f5wOepY47vkdF9p+11kUlwebS5wshhBBCCCH+4c55UBCMwKA7tu3Mw0r9EVpdDbH98bNSa52nlDoEbAY+U0ot0lpfC7QFxmHbrnwYW63Bi7XWO8sZ09hmfeRI3fw9nJZWPxI46sM86sMcoPbmUWrNuNqyX631VZvvT3XGOhu/l4KCApf3qs69yxujpvM5m+sxJCSE1NRUl41IQkJC2LBhQ5nnq7C+aqoJcNz+Q0ndu+uBd6pycckW4S7lHN6qtX7UxfN7AHelVFuH/w5chOstv4OAcOBgyfvlB7gppaK01t0c5vwptizwK7XWFvvFWuvt2BqM2Of7J/BZFV/bq0A/bP/j6R7Hccs7Xt41SqlB2GrcmoB3tdYLqjIHIYQQQgghhDhT53z7sCPHrcRnMIY38DXwEzC7pKujCVu9pS+w1RScCkRrrbcppRoCHiW1ncobsyu2wKIQZ6qb1nqL4xOyvkQtKrO+akop1QNYjS2QtRt4DhgC9C8dBKtNJVtjNTAWW1BxCdCvdPdhpZQPzlmFT2ALEj6gtT5Wcs6HJWMMdVEWojO2IKQJeBB4COigta4wW1ApdRHwb631aKXUM9iyKedVdBxbFnyZa5RSZmwZiiNLmpiUd8+pQLjW+u6Sn2cDB7TWU8s5vhLbf/9ml/ysgdZa6wMVvTYhhBBCCCHEP0u9anF7pgHBkjHysf0BexvQuSTQaMXWyOQxbFviOpUEBN201icrCggKIcQ/kdY6FngJW1AuCWhOqWy7OvIgYMZWz3AetiBfPIBSaqlS6umS+eVqrY/YH9i2Huc7BARbAfdjCwoeUUpllzxuL7nPHdgyxY9ia6ZyWWUBwRL9gF9Kvl+G7X84VXa8vGv6AnnAYqXUAqVUc0pRSt0G3A0MV0o9oJQaBwzHVhbjNhfHp5S85qeUUn2VUt+XDPWVUiqgCq9PCCGEEEII8Q9RrzIFz5Q907BkK/IawAO4C0jQWluVUi2wZWV8pLWeW41xPfi7K+UxbNuNhagqE7atmGBrelN6q6GsL3EmKlxfonaVBCV3aq0XKqUigRe01rdVdByIc3WNUupWbF2C+2Crj3iN1nr8WX9RQgghhBBCiH+kelFT8EwppUxaa2tJQNCtpLD6JcAmbPWknlZKrddaH1ZKrQAaVGf8kj+ya2VLnvjHOlTeAVlfohaUu75E9ZVk7H3l4tAtwAn+3rbcEMgqdY6r4+VdcwJYW1LmYjm2hldCCCGEEEIIcVbUq+3D1aGUMiulvABKtgdT8n2xUsq9JNDSDVvm1RPAl0qpR4Eb+XsblxBCCOGkZEvyIBePI8Cf2LL6AC4H1pa63NXx8q7ZCHQsaYjSBds2bSGEEEIIIYQ4K87LTEGlVFvgXdu3ygu4X2u9x759uCRT0KOk4+O12OpFdQG8gOu01vvO3eyFEEKcr7TWW5VS6UqpNcBBYHpJZuEDWuvnXB0vyQR0eq5krAyl1AJgFbbmKvecm1clhBBCCCGE+Cc672oKKqUigE+wdRjegi046Atc5JgxWHKuUzfj2uhuLIQQQgghhBBCCCHE+e68CgoqpdyAZ4CTWut3HJ5fD8zSWn9Y6vxngCyt9QdneF9pBCHOhDQaEXWp3PUla0ucIWliI4QQQgghxAXsvNo+XFIvsAjoopQyAxatdRHwJbZsQeDvxiPY/gieoJSap7U+cQa37gRsPoPrhbDrRtmmIrK+RG0pvb5kbYna4urfLiGEEEIIIcR57LxoNKKUcgxefgp8BlhLAoIA64DgknODgEuVUv5a64+B/mcYEBRCCCGEEEIIIYQQ4oJS7zMFlVKRwFNKqVwgUWv9LpDucNwNW4H2gJIOjjnAbYAn8FPpgKBSKhxopbVeVY1pHLN/s2nTJpo3b17DV+NaSEgIhw4dMn7WWpOXl4fZbEYp5fSzyVR3cdyQkBBSU1PrbPzzZQ61PY8jR47QvXt3+4/HXJxS5fV1rt6fs3Hf8koZhIaGsmfPniqvf6vVWiufl/Plva5kfdX4365z/VmU+5+7+9vvXYV/u4QQQgghhBDnsXodFCwJCH4BfAW0B0YppYq11u/bzynZUpyGrc6gVkpNAO4CXi5nvA+A96o5FaMOV9OmTQkODq7+i6lERWPaYp1nR128tvNxDlBn83BV0814rnnz5pXety7fH6vVSm5uLj4+PmUCanX9e6movmlkZORZ/RzYnau1eAb3Lb2+qrW2anEetULuf+7u7+LeUo9SCCGEEEKIC0y93T5ckgH4JPCD1votYBKQBvi7OD0bOKmUmgZMBXpqrfeUGi8SmAF8rrVeVNN5hYWFoZQyHlOnTq3pUGeN1WolOzsbq1X+pjtbpk6daqyRkJCQKl8XEhJyTtdXbm4up06dIjc3t9JzZV2dOzVdXxeqSZMmMWnSpAtuHCGEEEIIIYSoS/U2U7AkA/AU0EEp1UJrfVgptR+4SCn1OlCotX6m5PQGwP1AI6Cf1tqpsL5SKhBYAEzTWs8r6cj5CNAYW/bDHK313qrMKyUlhdDQ0Np4iU601kaGVm1nRNkDPQB+fn61OrZwberUqUZALy0trcqBm9TU1HOaHeTj4+P0tSJ1va7snwlRVk3X14Xqr7/+uiDHEUIIIYQQQoi6VC8zBdXfUbEDQGtgtlLqLeAO4BNsNQWvUEqtAtBapwBfA71LBwRLjmdiCwo2LXnqE6ANcBJb/cH3lVLXVGVudVHTb8qUKdXK0KouHx8f/P39Kw30PPfcc7V+7+qqD3OA+jOP0up6XiaTCT8/vzLr3NV9q7quasr+mThXGVfnag3Ul7V3ruch9z939z/Xr10IIYQQQghxdqiK6nidbUqpJoAP4Ke1ji957ibAF+iNrXHIj0opT6Ab8DnwmNb6J6WUl9a6oNR4Jq211eHnx4ArgT+11s+VPOePrW6hG3Ct1triYl7BQCrUTSaX1rpMpqDjzzUJRFb2ez0X9dn+qUplcoVordMcj9f1+qprpesQ1nTtlb6u9GdC1qxrFa2v831tVdWgQYMAWLly5QU1zrlW2b9dQgghhBBCiPNbvckUVEq1w5bt9ymwSCn1IoDWer7WejZQBPQoCf4Vaq3XYcskLCo5r3RAMBx4UCkVYH+upDbhr8DxknO8tdangHuBAcCI2no91a23ppTC19cXgJycHLKzs+ssc1CI2lSbWa5aa3JyctBaG5+JqgQDpb6hEEIIIYQQQghRPfWipqBSKhR4F3gNiAcuBV5TSu3SWs8tOe0kcAuwRim1GlsQzwdIKGfYh7DVDfRSSs3VWqcDaK1fU0rZC6AVlDx3VCk1H8iorddU03pr9uv8/PzqdGumELWlOnUIK+P4ubEHyat7ndTN/OeprTqv9W0cIYQQQgghhKhL9SIoCAwCUrTWywCUUl8DrYCW9hO01s8qpaKAmUAK4AmM01ofLGfMOcBwoC0wRin1qdb6WMlY2SWBwY7ARqXUFSXfJ9fWC6ppoMTb25vs7Gx8fHxwc3NzeU7p7ZrlnZOXl4fZbMZkMpX5WYjaYq9DWFpNmuc4fm5cXV/e2q+twGRVPlui/pk7d27lJ52H4wghhBBCCCFEXaovQcEc4FRJl+AsrXWeUmodMEUp9RrgobXO01rfoJS6BCgGkrXWhyoYMw1bLa0CbPUIUUrN1lofKek+3BQYrZSaDDQE7tFa11pQsLxASWXy8/OxWq3k5+eXmylVlayovLw8p4yr0j8LUddqkvVXeht96evLW/s1/bxVNGfJOBRCCCGEEEIIcSE7Z0FBpVQDwKq1zgFWYAsMZuu/uw2sAG7VWhcppYKUUhcDK7XWq6swttJaZyilvi8Zpwe2rcenlFIpQCTwX+AdoCuwvpIA41lTlYynqpxjNpuNr1arFavVip+fn/G8EHVJa22suZpm77la57W5Vbmq9xT136OPPgrA22+/fUGNI4QQQgghhBB16ZwEBZVSzYEvgTlKqe+11ieUUr85dgrWWhcqpXxKvj+ilFoG/Ag8W9n4DoFFd2CC1vrhkuzAMUA4MK7ktCQgqTZf25lyzJQqT1WyokwmU5nGJf7+/sbPsj1S1KXc3FxjzdW0a7Crz0JtZARWtEW4tjIOxdm1devWC3IcIYQQQgghhKhL5yoq5AEEA9cAVyqlGjgGBJVSbkopL6CpUsqklJoAdAK+L29ApZSr1zIXOFHy/XYgBNgDjAaWlWxXPquq2yW1uLiYI0eOUFRUVK1xrVYrOTk5WK1WzGYz/v7+mM1mcnJyOHz4MNnZ2Wf8WsQ/U1XWsI+PT4WNcoqKiqq0ru201rXWXbh0t+TyXo90NP7nCA8PRynFqlWrWLVqFUop4xEeHn6upyeEEEIIIYQQdeJcbR/uCHyOLTg4FkAptVhrbY9UWbXWBUqpWGAaMAHorbXe7DiIUqoJtnqA2VrrIw7Pq5JswUIgWCn1IrYtxNcCE4GLgeu01pl1+SLt/k5c/DsgUVRURH5+PkFBQeU2FAHIyMggLS0NgGbNmpUZ156FVbp+W+kagq6yDx3nVR01zfwS9UNVmmlUtDaqUnevvIxX+7jlrevSa8s+V3uADsrWJ3T8HFSF4xZh+/iuah9KfcF/juTkZLTWDBo0CICVK1cax+TfOyGEEEIIIcSF6lwFBTcCf2mtTyulXgLuhTKBQbA1COkF9HUREGwHzAd2A4OVUp8AS7TWa7TWWinlrrXOV0rNB54GXtJaJ5RsXR6ptU6o+5dZlj0gcerUKY4cscUxSwf7HAUFBTl9hb+7uprNZuMPVscagvavhYWFHD58mFatWuHh4QHYgh4tWrSocm1B6Vp84TnTYFdt1N1zta5dsc/Vz8/PyHYFKCws5NChQ4SGhhpruypKdzSuqPah1BcUQgghhBBCCHEhOydBQa31caWUW8n3zyil/oMtMKhKAoOnS079ArhXa73H8XqllC/wMvCy1vorpdQo4AZgqlJqhtZ6IWDf87cdGKO1Tiz5+SatdV6dvsAK2DOovL29MZlMBAUFUVxcTEZGhsusQZPJVCZo6CqzybGGoP0+x48fJykpCZPJREREhHGePSBSFdK1+MJTk2BX6TV6pplzbm5uFQbD7exzLB2UPnToEPv27QOgdevWVb5v6c9ORbUPlVKSIXieaNeu3QU5jhBCCCGEEELUpXPWfVhrXayUMmmtrVrrySVbfO8BMpVSwcBxrfWH5Vybo5TKBrJLfv5aKZWELbD4f0opi9b6p5LTfbXWe0pqDupzGRB05BgUSU9PJyUlhaNHjxIVFWUEBu1ZeqWDeI6BEovFQkpKCmFhYWUypsLCwpy+1kTpDERx/qtJM42KtrGfiYoC4vD3XAsKCozMQE9PT0JDQwGMr3aVZbaWDohKNuCF4eOPP74gxxFCCCGEEEKIunRO94Nqra2qJNqltX4WWAp8BPwL2OXqGmXjhS2gOcxhrI3AB8BO4G6lVDulVD9go1LqipLgY82K6NWxoKAgvLy8yM/PJyMjw3jenqVnb4hgZ882VEqRkpJCYmIiKSkpZcb18PAgIiKiWtsr7QoKCtixYwcWiwVfX1/ZOvwPFxQURHBwcKXbfavLHmx0XPeu2DMDDx06RFFREcePH6dly5Z4eno6nWf/zOTluY79K6Xw9vbm6NGjFBcXAxifJSGEEEIIIYQQ4p/knGUK2pXU/7M3BtkJaOA2rbXLoGDJeQVKqTeAdUqpZK31GyXHtiml5gAvAO211ouVUpOBRFdjnQ2OTR3KCzy4ubkRFRVlZEzZ2bPzKspiqiwbsLJMrPLs2bOH+Ph4AGJiYqp8nTi/lbdeq7rd166q666qtQUdMwMzMzM5fPgwUDZrsSqZrY5Zj02bNq3klYjzwbhx44Azz9Crb+MIIYQQQgghRF0650FBMAKD7tgyF4dprfdW4ZrNSqnxwH+VUvla6/dLnl+plFoN3AosBmacywzB8jqbluYq6FJZ/T+tNYWFhYSHh5fJ5LM3VHDV0KSwsJA9e/bQrl07vLy8XI5tr4kltbH+Waq6XitT1e3GVQ02enp6GnUxAwMDnb46stfWLCgoKHeNlxeI1FobHY79/Pwke/A8smfPnspPOg/HEUIIIYQQQoi6VC+CggBa6yKl1JJqBvA+A3yBd5RSgcB7WussYA/gVTLuWQkIlncbx/p/5Z1jsVjK7aRa0fSzsrKIi4ujU6dOBAQEOB3LyckhOzsbs9lMcHAwAQEBWK223iv79u0jISEBpRTR0dEUFxeTmZlJYGCgkdXl6elJp06dyszB/n1eXh7e3t7k5+c71W+TQMr5zXG9lqeiNWlfy40aNeLUqVO0bdu20mu11uTl5eHl5VVuVmFxcbGxxkwmE02aNAFsmY1a6zJB8b1797Jr1y5jjTsymUxOGYL2OeXm5pKenk5RURGenp60atWqTH1PWetCCCGEEEIIIS4U9SYoCNUP4Gmti4EZSqlkbLUIuymlTgCRwPjan2H1KaUq7fbr2EnVng1VegxXjhw5QmpqKoGBgQQGBpKbm8vOnTuJiorC29sbpRRms5mGDRs6XRceHo7VaiUkJITY2FiaNGnCiRMngKo1kbBnk2VnZxuBRulMfGGwN/aoaSw9JSWFpKQkiouLOXnyJAcOHDCCy7m5ucTHx9OpUyenoKN9PTVo0KDMOsrLyyM+Pp6oqKgKt9GX/oxERkYaXyv67GmtjeM+Pj40a9aM9PR0jh8/jq+vr/F5kC7cQgghhBBCCCEuNPUqKFhTWusflFJbgPZAM2Cq1vrAuZ1V1dnrpbVo0YL09HQCAwNxd6/8VxMREYFSyggk7ty5k+3btwPQrVu3coMX3t7edOrUiY0bN7JlyxZiYmKIiIhwuR3TFXtAxzFTUAiw1bZUShEUFERycrIRnAOIj49n69atWK1WevfubTxvXz+utrLHx8ezbds2TCYT3bp1o6ioiKysLAICAir8jNjXeHUopWjQoAE+Pj7l1veUtS6EEEIIIYQQ4kJxQQQFAbTWKUDZFrznkL2un9lsLpOt5Lgd0V4vLT09vdwGCo5ycnKIjY2le/fuREVFGc/bv7d/zcnJYfPmzbRv357du3eXCRTat1VGR0dXmIVVmr1uG7jOmnJsViFdiy8s9nVbXvarh4cHrVu3BigTlLOvN8fnc3Jy2LhxIz179nS5VsLDw9myZQstW7YEbFvm09LSyM3NpWXLllVaX/b1aDKZSEpKIjIyEm9v73LPt9c51Fo7NUyRDMH6q0uXLnU2TqtWrcrNNm3VqhUHDhyos/kIIYQQQgghRF26YIKC9VFFTRsctyOazWby8vJo3Lgx4LqBgqM//viDn3/+maKiIoYMGWI87+PjQ8eOHdm0aRNdu3Zly5YtxMbGsn37dgoLCwG4+OKLnc7v2bOnMdf4+PgqBwgtFgspKSmEhYXh5uZmBDjd3NycXrefn1+lY4nzx5lso/Xx8aFHjx5OAZaNGzeybt06AC655JIy1yQkJHD69Gn27NlDQEAAXl5eeHh4EB8fj5+fH0FBQWRlZbFgwQK6du1K586d8fT0dBojNzeX06dPc+jQISOAU9UswoyMDA4dOkROTo7Lhj6ifnj77bfrbBxXQT+78oKFtTUfIYQQQgghhKhLEhSsQxU1bTCbzRQWFnL48GECAwPJz8/H39/fyBAsKChg7969LrOaGjVqRIMGDfD39y8z7ubNm4mNjcXNzY1u3boBtmyWZcuWceLECXJycsoE/SwWCxs2bGDx4sWMGDGCQYMGuXw9jh1dU1NTjTqIzZo1cwoC2sevTvahOD/Y17Kr3609UBwaGoqnpyf5+fkkJiZWmJlnD0rbv5ZmX8OdO3cmLy+PvLw8MjIySE5OxtfXFzc3N/bu3ctPP/3E7t278fb2JjMzkx49ehhBSx8fHwoKCoyt9mFhYcTFxREZGVlu9227oKAgcnJy8PDwIC8vT7IFhRBCCCGEEEJcMCQoeAYct8m6yhhRSuHt7c2xY8cICgoq08k0MzOTpKQkwFZP0DF4uHfvXuLj4526p+bm5hIXF0e7du3w9fUlIiKC3NxcNm7cyMmTJxk8eDDdunWjuLiYxo0bExcXR48ePdi/fz/Hjh0jKSmJRo0aMWDAAMC2vXnKlCm8/vrrXH755TRt2pSCgoJyX++ePXvYuXMnAB06dAAwMgXh74CRvVmFOP9ZrVZycnIoKioiPz+fgIAAsrOz8fb2LtMpOCUlhcTERJRStG7dmsTERGO9lJeZ5+vrawShrVYrp0+fZt26dfTp0wd3d3cSEhLo0aOHU/DOHvA7fvw4W7ZsoV27dlx66aX4+fmxf/9+EhISABg4cCBgW4/79+/nl19+YdiwYaSkpBjnlO5MXJqbmxvh4eFGJqyon0aPHg3A3LlzL6hxhBBCCCGEEKIuSVDwDFS0PdguIyODtLQ0AJo2bQr8vQUzMDAQk8lEaGgoHh4eAEbX17Zt2wK2ZiL2Dr87d+4kPj7eyHoqKCggKSmJVatWkZmZybp163jggQdo2rQpSUlJHDhwAA8PD6Kiohg+fDinTp2ia9euHDt2jJ07d/LZZ5/x+eef06NHD5YsWYKvry9Wq5UuXbo4bWHOzc1l27ZtdOjQAYvFQmFhIcXFxUbtOLBlY2mtXXatrawOXWVqco2oXEUdhq1WK0op8vLySE9PJyMjA6vVSkZGBkVFRUDZupdhYWEABAcHo7WmTZs2Rnae/V72bez5+fl4e3uTkZHBggULuP766wkICCA2NpaNGzeyb98+OnfuTFJSEm5ubrRv3x53d3csFgsJCQlERkYSGRmJn58frVu3xmKxkJWVRePGjenfvz/R0dGcOHGC2NhYtNa4u7vj6emJxWKhQ4cOKKVo1aoVFovF+OwVFxeTmZlJYGAgbm5uxpztHcQd3zOtdYVbiWXNnl2HDh26IMcRQgghhBBCiLokQcEz4LhNtrwggL2DaVBQkHGO43WNGzcmLy+PLVu20LlzZ6dOrJ06dTKCM2BrIKK15uDBg/z666+MHDmSPn36MGjQICZNmsTp06fx9/fn8ssvJzg4mMDAQDp27Ii3tzfdu3c35rR+/Xref/99Fi1axOOPP86UKVPYs2cPU6dOZdasWfz6669MnTqV22+/HYvFwvz588nMzAQgICCA+Ph4Y35VUVkdOq012dnZgG37sQRUzj2lFEop3N3dycnJoXXr1litVgICAjhx4oTTerbz9PSkTZs2RuDMbDaXycRTSpGVlcW2bdto06YNM2bMIDk5GavVyrhx4+jevTvbt2/n+PHj5Obm0rFjR9q3b4/JZMJkMrFo0SI+++wzVq1ahbe3Nw0bNsTf359GjRpRWFhIREQELVq04LLLLsPX15dly5ZRXFzMoEGDaNy4Mc2bN2fLli1cdNFFeHt7OwVGjx07xoEDB7BarTRr1kya5QghhBBCCCGEuKBJUPAMVGWbrLu7e5mMKqWUU3Bs+/btbN68GYDevXs7nWu1WsnPz8fd3Z309HQuuugiUlNTsVgsWCwWrFYrCxcuNJo1HD9+nIYNGxIcHOyyjtvp06d58cUXWb16NdOmTeOhhx4CoH379sybN48//viD5557jrFjx/Luu+9y7733YrFYOHnyJJGRkfj7+6O1JjIyssrvU0V16MCWiZieng44dzYW515qairp6ek0aNCAiIgIwJYhWJXArb1LdlRUFPv37ycmJgY3NzeSk5PZs2cPb731FqdOnSI4OJjLLruMzZs3ExMTw7333svWrVvp0qWLsWYOHjzIv//9bxYtWkTDhg3597//TXFxMSdOnODEiROcOnWKU6dOER8fzy+//MLMmTPx8/Oja9eu9OnTB6vVyqlTp/jhhx+MzNu+ffsaWbDdunXDx8fHqIlpb05S+rMqhBBCCCGEEEJcKCQoeBZprV3WIOzcubPTV0f5+fmcPn2a1NRUNm7cyCWXXMKQIUMwmUw0adKETz/9lBkzZnDVVVdx5MgR/vvf/3LixAnGjBnDyZMn6devHw0aNAAgKSmJUaNGsW3bNj766CNuueWWMvcbMGAAf/zxB/Pnz2fKlClMmDCBRx55hODgYBITE+nTp0+5GYIFBQUkJibStm1bowacfeuw2WwuN5Dk4+NjBE6lOUn9Yt8SbP9aHbGxsaxfv56dO3ca2Xb2QN9XX33FunXrcHNzo6ioiN9//502bdrw7LPPcvXVV9OvXz8ATp06xbvvvsv7779PVlYW9913H1OnTiUgIMC4T2FhobEFGGzrcNWqVfzwww/8+OOPrFmzBg8PD4YOHcrNN99McHAwF110EWBrzLNkyRLy8/MZOnQorVu3dlqDtVVH0LH+qGQe1o1169ZVGKxu1apVhZ2EhRBCCCGEEOKf5h8XFFRKuWuti+xfz+a9y6tBaDaby2QI2tmz/fLz8zl58iQnT54kKiqKNm3asHPnTn777TeaN2/O559/zrFjxxgzZgyffPIJn3zyCW3btqVz585MmDCBffv28cgjj2Aymfjiiy+44ooryp2nyWRi1KhRXHfddQQEBLBp0yZGjhxpBFLg7ywwxy6v+/btIz4+Hvi7sYS9W+zp06dp3769U/DGTillBC5F/eLh4WFkCFZXjx49AIxMwU6dOjFr1iyefPJJtNZ88cUXDB06lN9//50ffviBL7/8khdeeIFOnToRHh4OwLRp03jnnXfo2LEjS5YscVqD5fHy8mLYsGEMGzaMd999l9jYWBYuXMjcuXNZunQpH3/8MYmJiVx11VXk5uZiNptp1KhRmazA8gJ49i7LYWFhLtezK46ffWnCU/v69u3LqlWrKqyTWZXs1r59+9bafIQQQgghhBCivlMV/RF1oVFKtQBWA8O11vuUUm5a6+IqXBcMpIJtO2VwcHCZcyrKBNJaU1xczNGjR/Hx8cHf37/KdfMcGz7Ex8cTHR2N2WymoKCADz/8kCeeeIInn3yS559/3rgmLS2NH3/8kcWLF7NixQosFgsAF198MZ999hmNGzeuMFvJnh11+vRpmjZtyvjx43n55ZdJSEigY8eO+Pn5sWrVKlavXo2/vz9jx47F19eX/Px8l5mCO3fuJC0tjcjISCIiIiguLiYjI8PoyFxeBqXD+1+l96q+SktLIyQkxP5jiNY6zfG44/pKSUkhNDT0rMzL/tm3WCwkJycTGBhIw4YNMZlMaK0rfN8rOubq35S0tDTGjRvHkiVLGDhwIB9//LER+LP74YcfGDt2LG5ubvzvf//j0KFD/Otf/2LAgAF8/fXXTs1vHJXOFCzNvtZzc3Pp2bMnjRs3Jjw8nM6dO9OjRw+01gwcOBAvLy9ycnLYvHmzsZ3Y1eckKSmJXbt2ERgYSI8ePcp0YXb1/tRlpmBF66sq/3ZdKJRSFQYFw8PDSU5OdnmsplmEld3zfFfZv11CCCGEEEKI89s/bR9bI6ANsFwp1UZrXayUKvsXfQ3YM4Fyc3NdHs/IyODIkSPk5+fXKMhlNpvp0aOHUyOSrVu3YrVaueOOO5zODQ4O5r777mPp0qWkp6fzxRdf8Omnn7J8+XJatWpVZmx7jbXSEhMTKS4upmfPniQkJBAXF8euXbsAWxaYv78/J0+eJDY21phTp06d8PLyoqioiPT0dKxWK+3atSMyMtLYgmrvyJyRkVGl9+6fJC8v76zfMyUlhfj4eHbt2lXr99daM2/ePGJiYlixYgVvvPEGy5YtKxMQBLjqqqtYt24dLVq04Prrr+fhhx/myiuv5KeffqJhw4ZnPBcfHx8eeughNmzYQMuWLRk9ejRt27Zl8ODBRhB78+bNbNiwwajx6UpYWBiBgYEopTh69Cg5OTmVBobs9Udl6/C5c+DAAaNDeumHbCsWQgghhBBC/BP9o7YPa60TlFIfAZ2ArUqpHlrr3UopD621pSpjOGRNAPDcc88xdepUp47CpQMEWmsjyykwMLBamSWO3YcdFRQUsHbtWvr160dISEiZYM7x48eNAOKll14KQFZWFmDLGPLx8WHLli188MEHbNq0ifnz5xvbRO0BG3vzj6KiItq3b4+bmxvNmzdn+fLldO/enTFjxrBu3TpOnz7NiRMnMJvNeHp6AnDo0CH+/PNP+vXrR6tWrQgPDzeyahw7MmutK21Ecj6aOnWqU/ZmVbVr187pZ/v6qgv2dRgWFobVaiUwMBCz2ewULCksLCQxMZHIyEjjdwtUGNyyB3czMjJ47LHHWLBgAb169eKjjz4iICCAkydPurzOYrHQsmVLVqxYwVNPPYW7uzuvvfYabm5uZGVllZsNaLFYaNSoUaWvE+Cmm25i8uTJHDx4kICAALTWFBUVsX37dqKioujWrRtKKbp27VrmWjt3d3e6detGVlYW3t7exrZgx/Vb19mtNV1fF6qRI0fW6jjfffddvRhHCCGEEEIIIerSPyZtxSEj8ADwAvA6sFEp1UFrbVFKtVRKVfp+pKamOgVN7AEbez2y8oIB9i7E7u7uKKVcPvLy8lizZg2rV68mLy8PpRQmk8nl47vvvmPfvn3cdddduLu7l3mUNw+tNZs2beKee+7htttuIz4+Hq0177//Pp6ennh6ehpj2IOI3bp1w9fXl4suuojdu3ezbt06Nm7caGz3XbduHf/973+NOSulOHz4MKmpqezbt88ILsXFxVFYWIibmxvNmjXDzc3NeI32LCpX78v5aOrUqcYaSU1NrfJ15a2vumB/fz08PIiMjDS2lTu+94mJiSQkJJCYmFjl30dOTg5Lly7lpptu4ocffuD555/n119/pW3btphMJtzc3Fw+3N3dcXNzw9/fn5kzZ/Luu+/i7e1tHCvvYV+35T0c79GoUSPuuOMOFixYwIEDB3B3dycuLo7Y2Fji4uLw8/OjV69eHDhwAIvFUu5n1f55btCgAf7+/kYjnbO1Zmu6vi5UmZmZtTZObYxVW+MIIYQQQgghRF26oIOC9iCfUko51A78C7gRmAZ8CaxXSo0CXgSq32L1DNm32RYVFREfH8/SpUtZvHgxO3bsqPC65cuX4+fnx3XXXVel+2itWblyJddddx3jxo0jMTGRp59+mlWrVnH33XezZMkSY2uw3bFjxwBISEjg0KFDLFmyhDZt2tCrVy969uwJQM+ePWnYsCGnT59m06ZNxrUXXXQRvXr1onXr1uTl5bFnzx42bdpU5h6iaqxWK9nZ2eVu9a4rkZGRdOzYkcjIyErPzc3NZcOGDSxZsoSpU6eybds25syZw8SJE13W3TtXxo8fT1FREY8++iinT58mJiaGbt26ERMTA8DevXuJj49n7969lY5lMpnw9fWVbcFCCCGEEEIIIc47F+z2YaVUOHC1UupLrXWWsqXvKGAPUIitycp4pVQg8AVwPXBcKdVNa11+QbEzYA8AAkbWYGZmJocPHwYgOjqarKwssrOzK+z4mp2dzXfffcfIkSOduqWWZ9OmTUyePJnNmzcTHBzMk08+yV133WV0Nh47dixz5szhrbfe4qOPPjKuy8jIwGQysWXLFjZt2sTx48eJj48nJCSETz/9lMzMTK666iruu+8+Nm7cSPfu3Y1rfXx8uPjii8nLy8NsNhMSEsKxY8fOWhONC83Z6F5bVFREZmYmgYGBRhDPy8uL6OhoiouLOXToEPn5+bRs2dKowecoLi6OlStX8t///pfDhw/z3XffMXjw4DqZ65lo06YNw4cPJzY2lhUrVjBq1Ch69eplHG/btq3TVyGEEEIIIYQQ4kJ0wQYFgYeARwAvpdRcrXU6oIEjSikr0EcpVQgEYssYXARsAm6oqwllZmaSkJAA/L2d2LHWoLu7O5dddpnRpdSRxWIhNTWVkJAQFi5cSE5ODrfffnul9/zyyy/5v//7P5o2bcrrr7/OzTffTGZmphEQBGjUqBHjxo3jzTffZPXq1YwePRqAgIAArFYr06dPL3f8119/nTvvvJPXX38dX19fCgsLjXl6enoaQcvGjRvTp08fo36gqB7HmpV1JTMzk+TkZA4cOEDXrl2xWq1GPcGTJ0+yfft28vLycHd3p3Xr1mWu79SpE6+88gppaWksXryYPn361Nlcz9TEiRMZPnw4kydPJjo6mk6dOhnH7A1zatJVtrCwkEOHDhEWFuZUg1EIIYQQQgghhKhvLuSg4BxgONAWGKOU+lRrfazk2GpsW4g7AE8DBcAA4C6tdUptT6S4uJjMzEwaNWpEx44dsVgsnDx5ksaNG+Pp6UmzZs2Mc3Nzc9m0aRPdu3fHZDKRkJBAx44dSU9PJykpCYB58+bRqlUrevfuXe49i4qKmDJlCh9//DGXXHIJH330EY0bNy73/LFjx7Jw4UImT57M9ddfj6+vLw8++CCFhYXk5ubStGlTmjVrRlBQEM2bN6dp06a4ubnx4IMPMmvWLA4dOsR7773H2rVrjfs4Bo7sNRdFzdjrLlaV1Wo1gstV3doaGBjIgQMHyMrKIjU1lZycHCOI3aFDB6Kjozl8+DABAQHs37/fCPza/fbbbyxcuJD//Oc/dRYQtFqt/PTTT6SkpHDHHXfQoEGDGo3Tt29fli5dyujRo+nTpw+ffvopo0aNKnPe6dOn+eOPPxgwYECl9yosLOTPP/80Gq20adOmRnMT1XfppZeyatWqWhmnNtTWOEIIIYQQQghRly7koGAakIot4NcbQCk1W2t9BNgGPAy8orVep5S6D7hca115EbFKaK2NYIy94YB9i3BRURHu7u7k5OSQnJyMu7t7mW3CmzZtYsOGDYAtKyw+Ph6r1UpERASpqamEhoby66+/8sQTT5Qb7Dl+/DhjxoxhzZo13HfffTz33HO4u1f8q/by8uKll17i1ltv5YUXXuDVV1/F29ubp556yum8oqIip/pwc+fOZfDgwTz++OMMHDiQfv36cfXVV5fp0izOrupsN7ZarcY2727dupGSkkJISAhWq5XCwkIKCgooKirCbDbj4+PD3r17OXHiBPB34DcnJ4dHHnmE6OhoHn744Vp/PVarlcWLF/P666+zc+dOAGbMmMHTTz/tMphXFf369WPt2rXcdddd3Hrrraxfv55XX33VqcvxH3/8wZo1awC44oorXI5TUFDA3r17cXNzIy8vDx8fH8LCznp50n+0yZMnM2XKlFoZpzbU1jhCCCGEEEIIUZcuyKBgSWORDKXU98AKoAdwC3BaKZUKNAKu11qfKLlkttbaUhv3dgzG2DPj7FuEi4qKOHz4MI0bN6ZFixaEhISU2aLYvXt3CgsLUUoRERGBh4cHbdq0YePGjaSnpzNz5kyKi4u5+eabOXr0aJnAYGJiIvfddx+pqak8//zzjBw50gjg2CUnJ7vM2gsMDOSKK67g7bff5sorr6Rz585lzklNTS2zBXjIkCF8/fXXPPbYYyxYsIDIyEiKi4spLCw0zikqKip3O6XW2ikQU13na4fiulSV7cb2tZeXl2esWR8fH1q3bo3VasXDwwNPT0927dqFl5cX7du3B8BsNpORkUGzZs04efIkcXFxzJ8/n4MHD7J8+XKKioooKipyec9Tp05hsbj+qB0/ftzIsrOzWq38+uuvvPHGG+zbt4+WLVvyn//8h7CwMN566y0ee+wx3n//fV544QX69evnctyKtvEqpViwYAGTJ0/m7bff5quvvuKmm27illtuoV27dnTq1ImEhAQ6derkNG+r1WqMm5iYyO7du2nTpg0dOnQgODgYDw+Pcrcfy3q9cLRq1arc32erVq04cODA2Z2QEEIIIYQQQlTDBRkU1H//Ne4OTNBaP6yU8gDGAOHAOGz1Be3nn3FA0P6HoWMwxv6cvX5gcXEx7u7ueHt74+npSVFREV5eXuTn5xu12/z8/GjYsCFbtmzB29ubbt26oZSie/fuFBcX88MPPxAdHU3nzp1JS0tzytpbvnw5Dz/8MF5eXnzyySflbmHz9fWlYcOGLo89/vjjxMbGMnHiRJYtW1Ymw7CoqIj8/HyWLl3Kt99+y8CBAxk7dizt2rXjm2++4e233+a1115j/fr1fPzxx4SHhzu9PzXhKvtSVKwq243t76U9yGs2m43nTCYTSinatm2L1pq2bdvi4eFBs2bNsFgsRibcqlWrmDt3LvPnz2fMmDEMGDDAKRhcWqNGjZzqWTrKzc01gtxaa3799Vfeeecddu7cSWhoKNOmTeOKK64w1uScOXP4+eefeeONN7jtttu4/PLLeeaZZ4w1Z+eqKYpdUVERHh4evPLKK1x66aXMmjWLDz74gBkzZtC5c2f69+9Po0aN2LVrF82bN3d67+zvVZs2bdBaExkZibe3N1arlZycHMxms3QlPkvKy+Ks6ThLly6t0vnlBf2uuOIKli1bVitzEkIIIYQQQoi6csEEBZVSJq21tdTTc4EnS77fDoRg6z48GpiilLpWa51Vm/OoKBjj5uZGs2bN0Frj7u5uBBATExONLZGdOnUiJiYGwPgKti2gbdq0Ye3atfznP/8pM/acOXN4+umniYqK4n//+1+5gZfK+Pv7M23aNO677z4++eQTxo8fbxxLS0vjgw8+YMGCBRw/fpzAwEA2bdpEWloazz77LL6+vnz66acMGjSIRx55hPbt29OuXTtiYmK4+uqrufzyywkKCqr2nFxlX4raY7Vayc7OxsvLq0wQy8vLy2kdOsrNzWXHjh0kJyfTsGFDXnrppTOeS1FREUuWLOHDDz8kISGB8PBwpk+fTpcuXZxqb4ItMDd8+HC6devGzz//zHvvvcell17KXXfdxd13303Lli2rde/LLruMyy67jIyMDL777jvmzZvHBx98gLu7Ozt27ABg0KBBFBQUkJycTJs2bfD29sbb29toVJKbm8vGjRsJDQ2lefPmTuvVvk27OnUeRdXk5eVdkOMIIYQQQgghRF06r/8yVUo1UUpFKqWaOwYE1d/pZIVAsFLqReAV4FogBegDjKvtgGBV2Ztu2KcZGRlJVFQUkZGRgC1jq1evXmW26X7zzTcAZWqoJScnM3XqVAYOHMiCBQvOuJ7ftddey7Bhw3j55ZdZt24dv/zyC/feey/dunVj1qxZdOvWjf/973+sXr2a++67j6+++orHHnuMgoICAO644w42b97MK6+8QkREBD///DNjxowhODiY7t2788gjjxAbG2tkAFbW5dXHxwd/f/867bz7T2aveZmZmVmt67Zv387q1av5888/efnll41t8jVx6tQpvvrqK4YMGcKECRMoLCzk9ddf59dff2XkyJEV1sT08vLi4YcfZtWqVdxwww18+umnDBgwgFtvvZWFCxdy+vTpas0lKCiI+++/n99++40tW7YwYcIENm3aZGQi7tu3j8TERBITE8tcGx8fz+7duzl48GCZz699m3bpLdJCCCGEEEIIIcS5cN5mCiql2gHzgd3AYKXUJ8ASrfUarbVWSrlrrfOVUvOxdRh+SWudoJRqDozUWiecyf2r2921uLiYjIwMgoKCnLb8Ak6ZRq5YLBZSU1OZM2cOffr0cerqC7By5UoKCgoYPnx4rQTOlFK8+uqrDBw4kBEjRgDQsGFDxo8fz2WXXWbUlgPbduMmTZowbdo0pk2bxpw5cwBbA4rHHnuMxx57DIvFwsaNG1mzZg0rV65k9uzZzJ49m02bNhnbmCur+yYZgrXHvnbt21vtwTz7V8fGIxWt7c6dO7N9+3bat2/PnXfeWe15aK1Zt24dX3zxBYsWLSI3N5euXbvy7LPPMnTo0Gpn0zVr1ozXX3+dRx99lPnz5zN//nweeeQR/v3vfzN48GCuvvpqrrjiCho1alTlMaOiopg2bRqTJ09m4sSJTJ8+nQYNGnDDDTe47C4cHR0N2DJ+S8/fHiSU4LYQQgghhBBCiPrgvMwUVEr5Ai8DL2utb8bWSTgCmKqUuq7kNHvm4HZgjNbaXuDpJq113JnOwb6ltapZPxkZGaSlpZGRkVGl8/Py8tiwYQP5+fmkpaWxaNEiEhISGDt2bJlzR40aRbdu3Zg+fXqtbVsLDQ1l7dq1fPTRRyxatIjt27czdepUl1mId9xxB/feey/ffPMN3377bZnjHh4e9OrVi6eeeoply5axcuVK8vPz+eSTT4yt1r///jsLFiyodlaXqD772rWvFXvNS3s2nj2jzdVaysnJYdWqVfz111/k5uYyePBgdu/ezcyZM6s1h/z8fIYPH87VV1/N4sWLufHGG/nyyy/57rvvGDZs2Bltrw0JCeHRRx9lzZo1zJ8/n7vvvpsdO3bw8MMP0759e+666y5WrFiB1Vq62kD5zGYz77//Ptdffz0vvfQSJ06cYNWqVWXWq4+PDz169DACgBaLhaSkJCwWCyaTCV9fX9k6LIQQQgghhBCiXjgv/zrVWucA2SUPtNZfA9OBvcD/KaWucthO7Ku1TlRKmUq6EtdK1KyiLa32Gm2OQYegoCCCg4OrXFNvx44dbNmyhV27dhEcHMzatWsJDAwss3UYbJmGTz31FBkZGS6DcjXVvHlzbrjhBvr161dpdtOECRO46KKLeOCBB0hKSqrw3K5duxIVFcW6devw8fFh7969LFy4kMWLF7N27doKry0uLiY9PZ3i4uJqv54Lkau1Vhn72i29vdXObDbj7++Pp6cn6enpTp2EN27cyIoVK/jll19YtGgRERERXHPNNTz++ONMmjSpyvN4/fXXiY2N5eWXX2bnzp289dZbdO7cudJGMoWFhUydOpVrrrmGdevWVXiuyWSid+/eTJs2jW3btvHrr79y//338+eff3LjjTfSs2dPZs6cybFjx6o0Z6UUM2bMoFGjRjz88MPG1mmwBTnj4uLIz893uiYlJYXExERSUlKqdA9RM1dffXWtjVMbY9XWfIQQQgghhBCiLp13QUFl44Vt6/Mw+/Na643AB8BO4G6lVDulVD9go1LqCq21VVdWvK4a7A1FXGX9uMoitDcZKb11uDwxMTG0b9+ekydPsnPnThYtWsS9995bbgORvn370qVLFz788MNaDZgdOXKkSuN5eHjwxhtvoJTijjvuqLADrVKK0aNH89dff7F3717at2/Pddddx4gRI+jfv3+F96luxuWFrroZq+C8dq1WK8ePHycxMZGcnBySkpIoKirCx8eHrKysMrUGe/bsyeDBgxk2bBjXXnst/fr14+2332bEiBG8+eabjBkzpsLfPdhqEc6YMYPbbruNcePGVXlr+LFjxxgzZgzfffcdOTk53Hfffbz44otVeu1KKbp168YLL7xAXFwcH3/8McHBwbzyyitER0dzzz33sHr1aqcAqCtNmjRh5syZbNu2jQMHDtCvXz/A1iwoISGhTJ3BsLAwIiMjCQsLM7IGK3t/RPU98cQTtTZObYxVW/MRQgghhBBCiLqkajFOdlYppboB64BJWus3HJ4fBLwAvK61XqyUegRYqrXeewb3CgZSAVJTUwkODq7w/NL1Bmv6Hq9YsYL4+Hh+/vlnli5dSlxcnFNH1aKiIqdsr4ULFzJq1Ci++OILGjVqVG4A8s8//6zwNfz3v//l+PHjpKenk5OTg5ubGw0bNqRhw4a0bt2aK6+80uV1Pj4+uLm5cf/99zNu3DgmT55sHLNarTRv3tz4OS0tjTZt2vDUU08xefJkPDw8jGO5ubls3ryZbt26lanZ6Ko2Y2XZZedaWlqa47brEK11muPx6q4vR9WtbelIa01OTg7btm0jNTWVoKAgiouLiYiIIDw8nOLiYrKysggICMDd3Z2CggL27dtHREREmeC01ppXX32VZ555hiFDhvD1118b9SIdrVq1igceeICsrCw+//xzGjRoYBxLTk4mPDzc5VyfeeYZYmNjsVgs9O3blxYtWrBt2zZ2795NgwYNmDRpEp07d3Z5reM9Stu1axfr16/nu+++4+TJk5hMJpo3b05wcDABAQG0bt2a4OBgQkJC6Nq1q/GannzySRYtWsSaNWvo1asXBQUFJCUlERERgaenp8vPXlJSErt27cJsNjNgwACnNe+ouuu5ovV1JmvrfKOUqvG/tXWhvs2nJir7t0sIIYQQQghxfjvvMgXttNabgfHAa0qphxyeXwmsBm4teWrGmQQEa6KiLMLq6NWrF+3bt2fdunVceeWVTgFBV0aMGEFkZCTTp0+v0R+jWVlZLFq0iG3bthkZYyEhITRq1IhTp06xf/9+fv/9d9555x1++eUXDh48WOY+V155JXfccQcff/wxy5cvL/dewcHBDBkyhC+++KLMltPNmzezadMmNm/eXOa66mZcXujOdK2ZzWbCwsIICQkhKiqKiIgIQkNDAVutwaZNm+Lu7k5eXh6LFi1i8+bN7N+/v8w4SimeeuopZs2axerVqxkyZAhpaWXjB9988w2JiYk89thjFQbrHC1btoy1a9diMpkYNmwYYWFhuLu70717d4YOHYpSiqeffpoPP/ywzPbdyrRs2ZLJkyezbt06ZsyYwYMPPkifPn1wc3MjLi6OTz/9lOeee46xY8dy7bXXkpVla1g+efJkgoODGTNmDHl5eXh5edGxY0e8vLwAW7A2JyfHaW2Hhobi6+tLbm6ubCeuZYMGDaq1cWpjrNqajxBCCCGEEELUpfO2+3CJzwBf4B2lVCDwntY6C9gDeAHU5pbhs83X15eDBw+SmZnJ/fffX+n5bm5uPP744zz44INs3bqVHj16VOk+u3btYuXKlWzbtg2wdRpu2rQp/v7+RtaS1prc3FwsFguFhYX8+uuv/PLLL/To0YNRo0Y5ZTdNmTKFTZs28dBDDzFv3jy6du3q8r6jR4/m7rvvZsWKFQwYMICtW7fSrVs3unXrBmB8rY4zyZz7JzKZTISEhODn50dWVhZhYWF4enqSl5dHUlISbdq0wcvLi/j4eDIzMwkMDHTqfp2Tk2NkdRYVFdG4cWPmzZvHmDFjuOSSS/jhhx+IiooCYPfu3cyePZuBAwdyySWXVDq3oqIiPvzwQ7755huCgoIYOHCgEXSza9q0KTfddBPHjh1j8eLFxMbG8sgjj5SbNVgeb2/vMvXk0tPTady4MceOHWPHjh1MmDCBRx55hFmzZtGgQQP++9//Mnz4cJ555hnefPNNp/HszVrAFni1d3Pu27cvhw4dIiwszOU87J2fZf0KIYQQQgghhKhr1Q4KKqWGA7cDPYHm2LIN04EtwJda64W1OcGKaK2LgRlKqWTgI6CbUuoEEIkti/C899VXXxEZGVnlzJPRo0fzzDPP8Pvvv1cpKLh7927efvttfH19GTZsGBdffDGLFi0qc55SCl9fX4KCgrj00kvJycnh999/Z9WqVYSEhHDxxRcb53p7ezN79mxuuukm7rzzTn755ReaNWtWZsxrrrkGf39/xo8fzy233GKcM2DAAAYMGFCl11uavcYeYHQ2FhUzmUwcP36c/fv3U1RUhIeHB6dOnTLq40VFRREdHQ1AdHQ0np6exrWbN28mNjYWq9VKeno6sbGxXHLJJSxfvpxrr72Wm2++mbg4W7Pvt99+G4vFwgMPPFDpnAoLC3n++edZs2YNI0eOpKCgoExA0M7Dw4Nx48bRr18/3nnnHZ5++mlCQ0Pp06cPffv2pVu3bjUOsLm5udG8eXOaN2/OCy+8wFNPPcXSpUu55pprGDp0KPfffz/vvvsuffv2Zfjw4Ub2o31bvz0gaF+Tvr6+REREGA1zHLfBg3MwUdavEEIIIYQQQoi6VOW/lJVSZqXUN8BTwC5gMjAKGAlMAmKB8Uqpn5RSZYuJ1SGt9Q9AL+A94FdgtNY67mzOoSaq0kk3IyODtm3bVrnOmLu7O/n5+fj7+1fp/CZNmgAwbNgwrr/++ip3R/b19eXqq68mKiqKH3/8kYMHDzodb9GiBZ9//jkFBQVMnDjRZVdaX19fFi1aRJMmTZg+fTpz587l+PHj5OXlsWnTJvLynBtFFxQUsGPHDgoKCsqdV0VdoUX5QkNDiYiIwGq1Eh8fj6enJx07dqRNmzaALbjVo0cPI9hVVFTE0aNH6dy5Mz169KBjx45cdNFF9OjRg/79+9O1a1fuu+8+9u7da/y+br75ZgB+/PHHSufzyiuvsGbNGh555BEmTJjgFNTLyMhg3759Za7p1KkTM2bMYPz48QQFBbFgwQImTpzITTfdxJtvvsnGjRuxWCw1fo/atWtnvBd29izY2NhY1q9fD9g6EcfGxmIymTCZTEY3Z8frHBvmOP47YD9X1q8QQgghhBBCiLpWnfSZqcBsrfUgrfVLWuv5Wuuftda/aq2/1Vq/prUeDrwCvFwns62A1jpFa/2b1voLrfWBs33/mqiok649UGDfCltV+/fvJy8vr9L6g3YBAQGEhYUZW4erQynFLbfcQoMGDZgzZ06ZLrARERE899xzrFmzhlmzZrkco1+/fvzxxx/MnTuXU6dOcf3113PDDTewfv16du7c6XTunj17iI+PZ8+ePeXOqbbqOf5TFBUVkZ6ejslkIiIigoCAAAoLCwkMDCQqKgqr1UpsbCxZWVnExsYagdqsrCz27dvHzz//TJcuXQgKCiI0NJQbb7zRCEg3adIErbVRP2/w4MFcfvnlzJs3j6SkpHLntH79en777TfGjBnDjTfe6HQsNTWV5cuXs379epefG/s24BdffJEvvviCiRMnEh0dzc8//8wTTzzBddddxxdffFFpl2FX7LUUS2+fBltw0F5HcNeuXWzZsoUdO3YAtjXp6+vrtCaDgoIIDg4mKCjI6d8BWb9CCCGEEEIIIc6W6vzl+YLWekllJ2mt1wD/rvmULnz2rq8BAQFGYMDxea21ESioblDQHkhr1apVla+56KKL2L9/v7FtsTp8fHwYPXo0J0+eZM6cOWUaj9x2221cdtllvPrqq8Y20tJMJhO33HILcXFxTJ8+neXLl/PXX3+VqbvWrl07oqOjjYwtceYyMzM5fPgwmZmZAGRnZ+Pp6WkEu+Lj49m2bRs//fQT27ZtIz4+HrAFk1NSUoiLi2PdunVGRlxeXp6RFWofMzk52bjfAw88gJ+fH2+88YbL7NHCwkLefvttQkNDuf32252OHTx4kDVr1uDv74+Xl5cRdCuPn58fgwcP5oUXXuCHH35g2rRpdO7cmY8//pixY8eWux7Ls3//fkwmk9O6zM7OBmwdjhcvXswff/xBhw4d6Nq1KzExMeWO5dgwxzFAKGrGnoVaG+PUxli1NR8hhBBCCCGEqEtVrimotc6p7ByllI/WOrcq5/6T2eve+fv706xZM7TWRkDw9OnT5Ofnc/jwYcxmM7m5uXh5ebncMpudnV0m42nr1q0AeHp6kpqa6vL+x48fdwretWjRAq01a9asoUuXLhw7dqzcuTdo0IA///yzzPPR0dFs27aNZ555huHDhzsdu+GGG9i4cSN33HEHP//8M97e3k7HCwsLjeyy+++/nxMnTvDiiy8SHBzM/fffT8uWLfHw8MDT05NOnToBGPPXWleYVVXVbdcXqor67FitVgIDAwEIDAxEa01YWBhKKYKDg9FaExUVhclkIjw8nAMHDtChQwcsFovRCbhp06Z06dIFi8VCXl4eOTk5mM1mzGYzV1xxBc8//zypqanGOvXw8OC+++5j+vTpfP/991x11VXGfHbs2MHMmTNJTU1lxIgRLFy40Di2fft2Dhw4gNlsJigoiBMnTnD48GHWrl1L7969jWBlRdzc3Lj22mtp27YtCxcu5KGHHqJPnz6MHz/eZSfkwsJCp3p/e/bsoUWLFuTm5pKfn09xcTGnT5/Gy8sLk8mEp6cnVqsVd3d3evbsSV5eHhs3biQ6Otpp6zDYMjRTUlKMTspNmzY1/g2QJiPV9+CDD/LQQw9VfmIVxqkNtTUfIYQQQgghhKhLtd19+EdgSC2Ped4rHZiyZ/75+Pg4HbM/n5SUxJ49e4xOuqXrkdlZLBanoAXYOgmHhYURHR1dJvhmZ7VaCQ4ONn7WWrNw4UKOHj1Knz59jNporqSnp7sMoLRu3ZqsrCy+/PJLIiMjiYiIMI75+fkxfvx4XnnlFaZNm8ZLL73kdK299prdk08+yerVq/nwww+JiYnBzc2N1q1bk5+fT2JiIpGRkeW+Nvvrs3d7Lf3+iL8ppXB3d3dqAuPp6UlERARaa6O5TPfu3QFb4DA/P599+/YRHh5OgwYNnBrM2Nez2WxGKUVISAhga57h7m77p6ZHjx706tWLDRs2MHv2bMaNG0eLFi0AWyOSjRs3Ehoaio+PjxGc3rt3LwcOHDDG2rt3r3HP5ORkwsLCnIKLpR0/ftzp565duxIVFcWyZctYuXIlCQkJ3HPPPQwcONDp82gymYy5ARw+fJi2bdsaz7m5uZGbm4uvry8XX3wxHh4e9OnTB3d3d5RSxMXFsX79ehITE7n++uud1mxKSgr79u2jsLAQT09PwsLCKCwslCYjNVS6dMGZjnOmNR1raz5CCCGEEEIIUZdqlI6ilLpUKbVdKZWnlCoueViBgbU8vwtSeXXD7M83a9aMI0eO0LNnTwoKCqr1B+quXbvo0KFDteajlKJ3795s3bqV/Pz8al3rOEa/fv1o1KgRM2bMMLaf2tkbT3zwwQesWLGiwrHc3Nz49NNP8fLy4q233jK2VSYmJrJz506jK25hYSEHDhwo0zzC3sG1dKMScWZyc3NZuHAhcXFxRn09u+zsbFauXEleXh47duxg/fr1JCQkGMccKaWYPn06hYWFTJ8+3Xh++/btAHTp0sV4LiEhgc2bN1c4r5pse/fy8uLaa69l3LhxNG3alLfeeospU6Zw9OhRl+drrUlKSnIKdoPttfn5+eHn58fQoUOdgnmdOnUiKCiIgoICY83ahYWFGU1c9u3bR0pKijQZOQNXXnllrY1TG2PV1nyEEEIIIYQQoi7VdI/aDOAlIAaIcHhsqKV5/aP99ddf7N+/n9jYWMCWoVQV9sBFTWqT9enTx+juW1NeXl48/PDDHD9+nBkzZpQJME6dOpV27drx4IMPOtWZcyU4OJgPP/yQbdu28dZbbwEQGRlJVFQUkZGR5Ofns2LFChISEoxGFnauur2K8lksFpKSkirtzBsfH8+xY8fw9PQ0mm3k5+ezdetW1qxZw4YNG/jxxx/5448/WLx4sbHNvHSAGGxNaK6//nq+/fZbiouL2bx5M2lpaURFReHr6wvYsum2b99eprZkaaV//9XRvHlzXn31Ve6//352795dJovV7ujRo+Tk5Dg1GQFboFQpxZo1a8jKyiIhIcHY6u/j48P1119Pjx49iIyMdLrOw8ODiIgI2rRpQ5s2bQgLC3PZkEQIIYQQQgghhKgrNf3r85DW+mutdaLWOrnkcQC4tRbn9o81ePBgBg4cyPDhw7ntttv49NNPeeGFFyqsDwe2DKwrr7ySr776inXr1lXrnvYtwTXpyuooMjKSe++9l507d/Laa685BQbNZjOzZs2isLCQ66+/npMnT1Y41lVXXUW/fv1YssTW38bb25tOnTrh7e1NYmIimZmZuLu7ExYW5hTYkuBK9aSkpJCYmFhpcC06Opo+ffowdOhQvLy8ANi8eTMLFy7E3d2dXr16cfXVVzNgwABGjBhhbN22bz92dd+mTZtiMpkoLCwEoHHjxsZxPz8/Y4tzRU6cOGFcXxNubm5ceeWV9O/fnxMnTrg8Jz09HcBp2z3AoEGDSE5O5osvvmDp0qXs2rXL2OoMf69Zk8nE/v37y8zTHhz08PCo8fyFEEIIIYQQQoiaqGnU5Hul1FAXz791JpMRNmazmYsuugiz2cyHH37InXfeySuvvMKkSZMqDQy+8847xMTE8OKLL5bZ4lkRe4CuYcOGLo9brVby8/PJzc3lyJEjJCcns2fPHpdbNy+++GIefvhh9u3bx1tvveUUCOnYsSPz5s3j0KFD/Otf/6r09fTr14/NmzeXyTZr0aIFhYWFdO/eHQ8PD6NG2/79+0lPT8disZCTk+Oyw62A4uJijh49SnFxMWFhYURGRhoZeVar1eV75+PjQ8+ePY0GOH/99RfHjx/HYrEYzTX++usvDh48SHR0NKtWrSIsLKxM4xmA77//nrVr13LXXXehlDIy6RzXU+PGjWnfvn2l61hrXWZ7bk3k5OSUu/4zMjIAymTh3nPPPbRu3Zo///yTnj170qFDB8LDw8tcn5qayu7du9m6desZB96FEEIIIYQQQojaUNOg4HrgI6VUplIqqeSxH7i8Fuf2j5WcnExsbCzJycm4ubkxc+ZM7rvvPt59911GjRpVYUaXr68vX3zxBV5eXjz55JOVZuPZ2c+zdwEGW9bg+vXrWbFiBb/99hurV69m7969rF+/nq1bt5KQkMDq1as5cuRImfF69erFuHHjSEhIYMaMGU6BkF69ejFlyhR+/PFHPvnkkwrn1bdvX4qKitiwwXlnelxcHMeOHTO6ztprtJnNZtLS0khJSeHUqVNS8B+MrraOAdiMjAzS0tLIyMgok62Wl5fH6dOnjfeuqKiI5ORk/vrrL+O5bdu2sXnzZry9vbn66qvp3bs3Gzdu5Mcff+Sbb75h3Lhx/Pbbb9xzzz1lmr2kpKTwxBNP0LNnT8aPHw/Ymph4enpy+vRpp3Ojo6NdNrYpbefOnTV/g0qcOHGi3KBgZmamMU9Hnp6evPfeeyQlJXHVVVcRFxfnMtAdEhJCQEAASiljLCGEEEIIIYQQ4lyqaffhWcAHwBbAHu1RnAeZgkopT8Ckta5ZR406UFxcbHTLNZlMeHh4YLFY8PDwMLrAjh49moyMDJYtW0bXrl2ZNGkSt99+u8vuus2bN+eZZ55h0qRJTJo0iZdfftlpC+axY8fKNOFISkoCICsry/g+JyeHkydP4ufnR4MGDXBzc8PLywuttXHf9PR01q9fT2BgIH379uXHH390Grd79+7Exsbywgsv4O7ublzXoUMHunXrxjPPPIPZbObOO+90+d50794dpRSrVq1y6nTbtWtXLBYLRUVF5OTk4OPjQ8uWLUlPT6dp06Y0adIEi8Xyj2/aoLUmNzfXyMCzvx/e3t40b96cwMDAMkEss9mM1hqz2YzVaiUzM5N169YZW2hbtGhBVFQUJpOJmJgYrFYrGzdupGPHjowYMYKVK1fyyy+/4Obmxu23327U2ANbXcLHHnuMoqIinnjiCadOwmazmaysrDJbeDt27FgmKOyoQYMGrFu3zmnrsSN7lp8rISEhxnWZmZm0atXKyEz09vY2OhcfOnQIAHd3d44fP47VajWClQMGDGDJkiXceuutjBs3jpdeeskIdoKt7uLu3btp3749eXl5Lt9zO601FouFPXv20K5dO2Obtl3pTubC5u6772bVqlW1Mk5tqK35CCGEEEIIIURdqmlQ8ITWenrpJ5VSD5zhfOqUUqod8Abgo5TaqrWeeK7nBLagwenTp1FK4evri4eHB02bNsXDwwOz2YxSim7duvHII4/w4osv8swzzzB58mS+/PJLZsyYwSWXXFJmzNtuuw0vLy/+9a9/8fXXX/Paa68Zx7KyssoEy9asWYPJZCIqKsoI4ti7xjZs2NCoz1delmJmZiYrV66kZ8+eTrX8GjZsSNu2bdm9ezfvvfce999/v3H8/vvvZ9KkSUybNo1bb73VKUvRzmw206lTJ/7880+ngIivry9eXl5s27YNNzc3Bg4cSGZmJseOHaNFixZ4enri6en5jw+iKKWM37WPjw9KKXJycsjNzcXf399lvT77OrQLDAykT58+pKWl4e/vz/79+wkPD6d///4ALFu2jLVr12KxWBg6dChNmjThiy++4OqrryY0NNRp7C+//JJt27YxefLkMg1EOnTowO7du7n33nvLzGncuHGcOHGCyMhIpw6/AGlpaRw7doxTp065rM1nz2QtLi4mJyeHBg0aGOvCz8+Pdu3aAbYgeGhoqPGz1Wo1tgvn5eXh7e1Ny5YtUUpRUFDgtM579uzJqlWrGDVqFI8++igWi4Vx48axf/9+Tpw4wZ49e9Ba07VrVyMwbg/Y2n8vdnv27DEyYGNiYsq8HlHW3XffzZgxY2plnNpQW/MRQgghhBBCiLpU0+3Dq5VSHVw8f9eZTKYuKaUigfeAldgyHe+vL0HM0t1ymzdvTvv27cnJyTE6wvr6+jJw4EA6duzIhAkTuOuuu8jNzWXo0KHcfffdRhaXo1GjRvHwww8ze/Zs/ve//1U4h1OnTuHv7+8U6CgsLMTT07PKDTuys7PZvn17mZppLVu2JCYmhjVr1jBr1iwjS6pBgwY8/PDDHD16lAceeKDc7Kn+/fuzbt06srKynJ6/6KKL6Nq1Kz169ABswasWLVqU2eL5T2cP8tkDTz4+PtXqzuzm5kbLli3p06cPwcHBpKamsnfvXmMrcf/+/Y2H2WwmPj6ejIyMMsG9jRs3MmvWLC677DKXdQabNm3KiRMnXG75btKkiVE7snStQz8/P7TWLjMCi4uLOXHiBPv372fHjh0kJiaSmppa5jyr1UpeXp5TMNRRRkYGgYGBFQaZQ0JC+Pnnn7nyyiuZOHEiY8aMIT4+Hm9vbzp37kyHDs7/ZNozOEu/3nbt2hEdHW0EJ0XlKsoGre44tTFWbc1HCCGEEEIIIepSTYOCFwMblVKblVK/2x/AqFqcW61RSpmBfwP/01q/obWeC7wDVNzlwoWQkBCUUsZj6tSpZzy/0t1y3dzcsFgsJCcnuwxg9OjRg7vvvpu//vqLSZMm8e2339KpUye++uqrMuc+88wzDBs2jGeffZa//vqr3DmcOnXKKXtQa20EBauqcePGZGVlsXnz5jKBm+joaEaMGMHy5ctZuHCh8XyHDh249dZb+fbbb5k7d67Lcfv37092djZXXXUVa9asoaCggISEBNzd3YmJieHPP/9kx44dWK1WmjVrVmm32rNh6tSpxhoJCQmp8nV1sb5KKx0krI4dO3awbds2fv75Z+Li4gBbcHf48OE0aNAAk8nEl19+SUhICEOGDDGuKyoq4p577qFJkyY88cQTLu/drFkzAP74448yAWKTyURYWBgFBQWkpqaitaa4uJjTp08bTWiOHj3qdE1iYiI//PADSUlJnD59moCAABo1asTRo0fLBOLsXbLLC4BnZGQQEBBQ6fvj6+vLnDlzeOqpp/j222+ZN28eUVFRdO3atUwQ1h6cLZ216+XlRUxMTJmtw45qur4uVDfeeGOtjVMbY9XWfIQQQgghhBCiLtU0KNgceBhbYO2zksfnQNl0tfqhACgEHPcrtgAGK6X+Ukp9qZS6sioD2QMS9kddBG3g78YZ5f3BX1hYSEZGBs8++yybN2+mU6dO3Hnnnbz99ttO57m5ufHee+8RHh7Orbfeytq1a12OFxkZSVpaGr/99pvTtY7ZipUxm824u7tTXFxcJuijlOKWW24hOjq6zByuu+46OnTowJdffuly3CuvvJIhQ4awadMmhgwZwquvvsqePXtISkpix44d/P777/zyyy8uA6jnytSpU401Up15na31VRGLxcKBAwfK/N7z8vLQWjNw4ECuuuoqWrdu7bK7c0hICKmpqXz00UdOzxcUFODn51dunce2bdvSqlUrPvnkE55++mkSEhKcjvv7+9OkSRMyMzPZtm0bO3bsYN++faSnp+Pn51cmaGe1WikqKkIpRWhoKGFhYTRq1AiwZRA68vLyIiQkhCVLlpTJSAUIDg4mMTHRZbft0goLC40ApVKq3ODemQRna7q+hBBCCCGEEEIIu5oGBV/SWn9W6jEbeL4W53bGlFImAK21FZgKfFny/EVAOPAu8H9AIDBBKRV+LubpSumOsI5iY2NZvnw5a9as4fDhw7Rq1Yrp06dz/fXX8+STT/Lss886ZVo1atSIBQsWEBYWxm233cb27dvLjDly5Eg6d+7MBx98QGFhIUopgoKCMJlMHD161MikqkhGRgZWq5WYmBiXgQ6lFO3atePw4cMUFhYaz5tMJgYNGsT69evLbD0GWzDo559/5tChQwwZMoQ333wTX19fIiIiiImJYciQIQwbNkwyplxw1Xm4PBaLhaSkJPbt28f+/fvLBJvi4+PZs2cPzZs3p3fv3hQVFZVpWAMwc+ZMRowYwcSJE/nggw8AW4OOl156icTERJYsWeLy/mazmVdffZWHHnqIkydPMnXqVL744gunNREcHEyrVq1o2rQpzZo1IyIigujoaK644ooyNQrbtWvHkCFD8Pb25sCBAyQlJZGeno6Hh0eZuoRubm48/fTT5OTk8Morr5RZh6NHjyYvL4/58+dX+B4eOHCAYcOG8b///Y/evXvTpUsXfv3110q7YJf+PVmtVnJyclwGXYUQQgghhBBCiNpQo6BgyfZbV8adwVxqVUmA70GllL3AXJbW2h7l2A9cq7Veq7VeDdwOdANGnP2ZVl+PHj249NJLufjiiwkICOCnn35i3rx5DBkyhFtuuYXXXnuNJ5980ikbqlmzZixYsIDWrVvz2muvERsb6zSmm5sbTzzxBH5+fmRmZmK1WvHw8KBJkyaYTCaOHTvG6dOnK5xXYWEhHTt2LBNwcdSyZUuX2U39+/cnJyeHbdu2lXtt06ZN+fjjj1FK8cYbbxjdhS+77DJiYmLw9PQkNzeXjRs3VhqE+acor26dKykpKezbtw+A1q1blwmyRkdH06VLF6KiopzqYObk5LBq1SpjG6+npydz5swxAoM//fQTYNtSGRMTw4cffmicW5rJZGLgwIG8+eabDBkyhEWLFjF58mQjiKyUonHjxgQHB9OiRYtym6XYBQYG0qFDB0JCQjh16hR5eXkEBAS4DFq3bt2aRx55hLi4OGbPnu10zF6/8rPPPis3wPrzzz9zySWXcODAAT799FOuv/569u/fz08//cTWrVvLnSP8/XuyB1nz8vKcfhZCCCGEEEIIIWpbjYqvKaWGAm8BkYC96JyiBjX66tBDwCOAl1JqrtY6XSmltM0pMDIJtdY6Qyk1DzhxDufrkqsAhI+PD0OHDsVisRidSk+dOoWvry+ffPIJ4eHhvPLKKxw/fpz3338fb29vwFbzb/78+Vx55ZW89NJLPP7440aTDgBvb28effRRpkyZQkZGBg0bNjSCMCdPnuTEiRMVzrVBgwYUFxeTlpZW5pifnx87d+40gjvr1q0zAh6NGjVi2LBhACxfvpy2bds6Xeu4/bJp06Y8//zzTJw4kVdffZVJkyY5NYfYuXMnO3fuNDo2l1cjTmtd4bbNC6VrsWPnYVcc15c90y4sLAw3N7cy74HZbKZHjx7Ge2cfc/PmzWzatAmTycSAAQPQWuPh4cHnn39O3759efbZZxk2bBju7u7ce++9PProo3z88ceMHTvWafzs7GynNTZq1Cjatm3L559/Tl5eHs2bNzfWpCOTyURSUlK578HJkyfx8vIiNDQUrTXu7u7GfXJzc8tkLsbExPD999/j7e3tFOC+/PLLeeWVV/j666/p0aMHjRs3BmxbkV955RVee+01YmJiuPHGG2nevDnXXXcdf/75p9FoxJ71Z+8+XPq9BdtnUGtt/Gw2m51+RxfKuhRCCCGEEEIIce7VtCPDu8BLQCxg31eqgHm1MalaMgcYDrQFxiilPtVaH7MHBpVSnkBTrfUhpdRVQC9sNRLPuor+0K+o86+Hhwdt27Zl+PDhHDlyhKFDh+Lj48O0adNo0qQJEydO5J577uG7776jQYMGAAQFBfHzzz9z66238uabb/Lxxx8zYsTfCZKDBw9mx44dzJ8/n/79+3P55ZcDtu2MP/30Ez/99BO+vr60a9cOT09PsrOz2blzJw0aNCA0NJTWrVu7nKs9KBMcHIyHhwe5ubmEhoYCtsBHaGgorVq1Yv369Tz00ENO15YOoowbN46FCxfywQcfcM8999CmTRvjWFRUFHl5eeTm5pKfn19uMKw8Wmtyc3Px8fGpctfl+sxkMlWYuenIvmXdrrx1WTpQ3a1bN6xWK926dcNisXDkyBFCQkJo2LAhzz77LKNHj2b+/Pncc8893Hzzzfz11198//33PPbYY07rJSAggIYNGzqNPWjQIG677TYeeOAB4uPjad++PY8//rjTa5o6dWqFv+eePXuWe2zXrl1lsha7du3KkSNHmD9/PiNGjDDmOHz4cGbOnMmPP/5I//79jTm88MILvPbaa4wePZpbbrmFEydOkJeXR35+Pv7+/nTp0sUpcJ2Xl8eOHTuIiYnBbDYbnY/NZjMmkwmtNXl5efj4+EgQsIoeeOABVq1aVSvj1Ibamo8QQgghhBBC1KWaRj2OaK2/0Frv1lonlzwOADfX4tzOVBqQiq3JSG/gXqVUc4eAYBQwXin1GfAEcJfWet+5m27NeHl50bdvX6699lpMJpORjfSvf/2LJ598kjVr1jB06FCOHTtmXNOoUSO+/fZbunbtyn333ceCBQucxhwyZAjdunVj4cKF7N69G7AFl0aMGEFYWBh5eXnExcVx/Phx9u7di4eHB5GRkVUKYJhMJoKDg102R+jbty/r1q2rtP6dyWTi/fffp7CwkAkTJhhBFPuWaG9vb/bu3Ut8fLzTdcXFxaSnpxvbql3V26vOdtvzhdVqJTs7u87q0/n6+jJw4EB8fX05dOgQ+/btM36/t956K7169WLq1KlGXcpJkybh6enJ889XrQRp8+bNmTJlCmPHjmXNmjWMHTvWZV3M2uLm5sbgwYNxd3dn0qRJxlrw9vbm6quvZuXKlWRkZAC293bWrFkMGzaMhx9+mMOHD5Obm0t8fDxfffUVa9eu5euvv3baBrxjxw42b97Mjh07gL+3Cp8+fZr09HROnTp1wa3BujZqVO00vh81alStjFVb8xFCCCGEEEKIulTToOAfSqloF88/fSaTqS0l2YAZwPfAe8A3QF/gBqXUCOABIAX4GVgF3K213n2u5ltV9kYQp0+fZseOHU7NOlzVIJs0aRLPPfccCQkJDBo0yAhkgK15xzfffEPPnj0ZP368U0dgpRR33nknTZs25ZNPPuH48eNO10VHR2MymdizZw8Wi4V27dq5bIhSntDQUA4dOlTm+T59+pCRkcHevXsrHaNNmzY899xzLF26lC+//JL4+Hi2b99OfHw80dHRdO7cmeho5yWakZFBWlqa8T64CgD6+Pjg7+9f7QzD+qyyQGfpYGlV5eXlsWHDBmPNFRYWYrFYCAsLM+oRKqV4+eWXOXToEDNnzgRs9S0feeQRfv75Z9asWVOle7m5uXHbbbfx7rvv4u7uzsSJE1m+fHm15lsdvr6+XH311Rw8eJBp06YZz1933XUUFxezaNEiAP78808OHjzI6NGj6dSpE507d2bIkCH4+fkxYsQIgoKCKCgoMDopW61WWrduTZcuXYiJiQEw6jPm5uYaQcULbQ3WtZSUlFobpzbGqq35CCGEEEIIIURdqmlQ8GJgvVJqi1Lqd/sDqBfpEfrv1C93YILWeh7wHXATtq3PO4EcrfUarfX/tNbJ52iqVWa1Wtm1axd79+7ljz/+MDrB2jk2fnDUq1cv7rvvPvbs2WM0fLDz8/Nj3rx5hISE8Oqrrzod8/b25v7778disfDWW29x8uRJ45iPjw+dOnWiSZMmREZGOm2NrIrw8HBj27GjQYMGYTKZ+N///lelcR588EE6d+7Mm2++ScuWLY1AoL32Xen3IigoiODgYIKCgozXUTr4opTC19f3gtg6bFdZoLN0sLSqduzYwZYtW4yMt0OHDpGSkoKnpyeenp7GeYMHD6Z9+/asXr3aeG7cuHEEBwcbgcKq6tixIx9++CEeHh6sWLGiWtdWV8uWLRk7diy//fabkYXasmVLunfvzi+//AJgNGbp0qWLse4OHz4MwOHDhxk6dChKKTp06ADYAqlFRUXG1mGwZb76+vrSpEkTWrRoQdOmTfH19ZWtw9Vwxx131No4tTFWbc1HCCGEEEIIIepSTSMfzbE18ngb+Kzk8TmQXjvTqr6SpiGlzeXv5iHbgRBgDzAa+NWhM/E5U9WtnXl5efj7+xMcHMyAAQOIjo6mXbt2xnF7EGv16tVGjbQNGzawfv16unfvDkBmZmaZcf38/Lj77rv566+/ymToBQcH869//YuTJ0/y1ltvcerUKeOYu7s7ERERBAQEVPs19+nTh6CgIL7//nun192yZUtGjx7NrFmz+OOPPyodx83Njdtvv52tW7fy9ttv07FjRwBiY2Nddm11c3OjWbNmRo1CewDwQg++2OsKlhfoLB0sLa28NRoTE0PXrl2NjLfQ0FAiIiLKdC0GyM/Pp1GjRsbP3t7ejBo1ilWrVrncSl6RtLQ08vPz6d+/f7Wuq4nbb7+dZs2a8cEHHxjbzAcMGMD+/fs5cOCA0ahn06ZNxjWtW7cmKSmJ6dOn0759ex5++GHefvttwDl4b7VaycnJMd5Xd3d3p/UphBBCCCGEEELUpZoGBV/SWn9W6jEbmFSLc6uUUqqJUiqypFag1eF5e5SnEAhWSr0IvAJci23bcB9gnNa6bJTsLKtsa6c9cODl5UVQUBDR0dE0aNCAmJgYp2wsgI0bN7Ju3To2btwI2LIEe/fuzaBBg/Dw8Cg3E+zWW281usWW1qZNGx5++GGysrJ46623KCoqOsNXbGtoce2113Lo0CE2bNjgdGzy5MlERERw88038/vvv1c61nXXXQfYXvvmzZudthHXlNa6Tmvw1TeOwdLSgSoof42azWZ69eplZLx5enoSERGBp6cnp0+fZtmyZZw+fRqArKwso1uv3S233ILWmm+++abKc9VaM2/ePNzc3M5KUNDLy4t7772X+Ph4Y6uz/b5Lly6lY8eO+Pv788cff7BkyRKeeuopBgwYwPvvv8/atWt54IEHuOmmm5gyZQpffvmlkRVoMplcbvl3fJ2l610KIYQQQgghhBC1qcrdh5VSPlrrXACt9VxX52itF5Y+t64opdoB84HdwGCl1CfAkpItwVop5a61zldKzcdW6/AlrXWCUqo5MFJrnVCX86sq+5bO8rZ22gMHjts/7YECq9XqlP3Vs2dPlFL06NGD06dPs3HjRgICAkhISCAoKIiMjAyKi4spKChwqgHYqFEjhg8fztdff82TTz5ZJnjYuHFjRo8ezZw5c8jMzKR169a4u5ddOkVFRSQnu96JHRYW5lQDTmtN48aN+frrrwkICCAyMtI49sYbb/Doo49y6623Mm3aNEaPHl3u++fn50f//v1JT0+nS5cuKKVwc3Ojbdu2WCyWMoFTq9VKbm6u0enVFXsQDHC5NfpCySx0FXDKy8sjKysLi8VCq1atcHNzc9rmun37dtq2bYuXl1e541qtVjZs2MCWLVsoLCzEy8uL06dP07hxY/Lz8433vVmzZvTr14+vvvqK8ePHc+jQIdLTXScb79mzB29vb5YtW8aqVau48sorSUpKAiAnJ8epvmZpiYmJ5R4rLCws033Yzt3dnfXr1xMUFESTJk1477338PLyQmtNkyZN+PHHHxkzZgzdu3dn3rx5zJo1C6vVSv/+/Zk0aRJXXHEF3t7eFBYWkpaWxr333kuDBg2Mbt9eXl64u7sTHx9Pp06d8Pb2Nt7n8tagq9/ZPylwGB4eXu6/MRWtSSGEEEIIIYQQZVU5KAhMUUqt0Fr/XNFJSql+2LbnPnhGM6v4Hr7Ay8DLWuuvlFKjgBuAqUqpGSXBSXuq03ZgjNbaHhm4SWtdNjWnnrIHZOzbDTMyMggKCsLNzQ2TyeQUoLJ3gQX466+/WLp0qRHwCwwMJCsrCzc3NwIDA8sE9caPH8/ixYtZvXo1l112mcu5dOvWjUcffZTc3FweffTRMgGzDz74gAYNGri8Njk5mZYtWzo9FxkZycaNG/njjz+4+ea/G1cHBQXx/vvvM2HCBCZNmkTTpk25+uqrXY5rtVq58cYbeeyxx0hOTiYqKoqLLroIcB0syc3NNbLX/Pz8jOeLiorIzMwkMDDQeM8v9EYPSim01uTm5uLj44NSCh8fH9LT0zl+/Di+vr40a9bMyG7bsWOHkYFp3zJsZ7VaycvLw2w2o5Sia9euZGZmYrFYjIzPgIAAY+3a3Xvvvdx7773s3r2bhg0bltuwRilFQkICv/zyC/3792fkyJHG2r/00kudgsql2TNnXQkICDAyFr///ntCQ0Pp3bs3YMsEtAeaBg4cyLfffktWVhYtWrSgS5curFq1ioKCAm644QaSkpK4+eabueuuu2jcuLFTMNrLy4vZs2dz1VVXcffdd/PDDz/Qp08f3N3dOXDgANu3bzeC+XaV/c+Cf6rk5GSXn+tBgwad/ckIIYQQQgghxHmuOtuHnwfuUUr9opT6P6XUSKXUZUqpoUqp65VSjyulfgSeoY63EWutc4Dskgda66+B6cBe4P+UUlc5bCf21VonKqVMJV2J61VAsLLtw47bDavaECIvLw93d3cGDBjA8OHDiYmJMTIFyzN48GBat27NJ598Uu45PXv25Pbbb+fw4cO888475WZYVVVgYCBNmjRh69atTo1MABo2bMh7771Hhw4duOeee1iwYEG549gDRN9++y3Z2dn8/vvvZGdnU1BQQFxcHCdPniQuLo78/Hx8fHxo0KBBmSYkmZmZpKWlkZmZabznF0pGYEVKrz+lFK1atSI0NLRMjcF27dqVqWVpV3orbGFhIe3bt6dLly5GANpV/clrr72Whg0b8tlnn1U4z/379zNr1iw6dOjAXXfdVau/G6vVyrRp03jxxRcZP348jzzyCPv373c6p1evXphMJtatWwfARRddRF5eHqtXr2bs2LHs2rWLF154gTZt2ri8R6NGjZg3bx6enp7ceeed7Nq1i5ycHI4cOYK7u3uZ6+z1LgFjG7FsKS7fxIkTmThxYr0ap0mTJiilyn2Eh4ef8X2EEEIIIYQQ4kxUOSiotc7TWo8C3gJisGXqfQcsxBaQ6wv8T2t9ldb6ZLkDnSFl44Uty3GYw/w2Ah9g6yx8t1KqXUnW4kal1BVaa6uuh39NV9YZ1pG9IUSjRo1IT0+nuLjY5Xnbt29n//79tGrVih49ehj1CF01GrEzmUzce++9/PHHH2UCIo7atm3L/fffT1paGu+++y7Z2dmVv8gKtGvXDovFwqxZs8oc8/Pz45133qFXr16MGzeOr7/+2uUYLVq04OKLL+bbb79l/fr1rF+/ng0bNnDgwAF27tzJihUr2LlzJ4mJiRQWFnLgwAEsFotT/bzAwMBy39sLORjjav25ubnRtGnTMg0vvLy8XNayzMvLY8eOHbi7uxvB1oCAAJo1a0ZYWBiXX345QJmagmDLgL355ptZuHBhuWspNTWVuXPnEhgYyIMPPuhy63pNWa1Wnn/+eb799lvuuusuHn30UbZs2cJNN93EDz/8YAS+/f39iY6OZsOGDVitVjp06IDZbGbZsmVVvlfLli358ssvOXbsGPfccw9r165lzZo1HDx40OhYbGdfc9nZ2Zw4cYKjR4+SnZ3tFMC9kNdldY0YMcLYll1fxjl69KgRzHX1KG8btBBCCCGEEEKcLdVuNKK1Xqq1Hq21bqe19tda+2mt22itb9Jaf18Xkyx1f621LgDeAMYrpSY6HNsGzAGaAe211n8Ck4Hyi4qdY5V1hnVkbwhx4sQJI6sNKNMconPnzrRt25bMzEx+/PFHli9fTqtWrYxspvIaaNxxxx2YzWYmTZrEkSNHyp1HTEwM48aNIzU1lSlTpvDLL79gsVhq8OptQSlfX99yuw37+voyd+5czGYz06dPL3eckSNHkpCQgI+PD71796ZXr16Eh4cTFRXF4MGDiYqKIjIyksTERCNA6JjdZu/8an9vHbMqK8vmPJ+V14HZHnCqSrOV7du3s2XLFpKSkox17O7uTtOmTXF3d6dJkyYATJs2jZSUlDLX33333eTn5/Piiy9SUFBQ5vjq1avJzc2lsLCQ3377rdJM2epYtWoVP/zwA+PHj2fChAncddddLFq0iBtuuIH169fz4osvsnv3bgCaNGnC8ePHyc7ONrbhl+7YXZkuXbowffp0Nm3aREFBAcOGDWP48OFlMgUdawq6u7sbDX4cA7j2c1w1Kvmn2b17t/F7upDGEUIIIYQQQoi6VHspN2eZ1nqzUmo88F+lVL7W+v2S51cqpVYDtwKLgRn1MUPwTNi3dQYGBgK27YXp6ek0a9bM2Brr7e3N0qVLSUlJwd/fn6ioKG6++Wb+85//sHHjRmbPnk2jRo2cxm3WrBkLFixg5MiRjB07lrfeeou2bdu6nEPnzp2ZNGkS33//Pd9//z0rV67Ez88PPz+/Km/t1FoTFxdHdnY2L7zwQrnnvfzyy+Tk5DB16tRyzxk6dCgAixYt4pVXXjHG79SpE7m5ueTl5WG1Wo3ac5GRkUbGm+NWYvt7an+PtdZYrVb8/Pz+EfXd7J2XHbsvu2q24qhz587G15ycHNasWYPJZKJv3774+vrSuXNn5syZw4MPPkj//v354IMPuOaaa4zru3TpwsyZM3nooYd48skneeWVV5x+JzfddBMnTpxg+/btLF68mMWLFxMWFkZ0dDStW7fGarWita72luK9e/eyYcMGbrrpJu6//37j+YCAAJ5++mmaNGnCt99+y9tvv83FF1/Mn3/+Se/evfH392fVqlUcOnSIN998s1r3BFvAyNPTk4svvrjMZ9DOsaagn5+fU93H0uf8U7pkV8T++1u5cuUFNY4QQgghhBBC1KVqZwrWM58BjwLvKKWmKKXsRcv2AKlgyyw8R3OrM/aMwdLbOx116NCByy+/nJEjRxIVFUVBQQF3330306dP57fffqNfv37ExcWVuW7QoEF8/PHHgO0P29jY2HLvERISwr/+9S8mTJiAr68vBw8eZNu2bZw4caJKryM5OZnDhw/Ts2dP+vXr5/Kc5cuX88knn/DAAw9w1VVXlTtW27ZtCQ0NZc+ePWWOxcfHs2XLFuLj4/H29qZTp054eXlhtVqdgl+AkTFof29zc3PJzs4u09TlQpWbm0t6ejqnT5922g5cEbPZTO/evTGbzWzcuJGlS5fy008/sXXrVuOcW2+9ldjYWFq3bs2tt97Ko48+6pThdtddd/HUU0+xdetWnnjiCad6le7u7sTExPD444/z2muvce211+Lt7c0vv/zCzJkz+fDDD/n3v//Ne++9x48//sjOnTsrDZQdO3aMNWvW0LJlS/7973+7PCc0NJRnnnmG/v37s3r1ajw8PBg5ciT5+fksWLCAfv36cfXVV5OcnMz8+fOrtI23uLiYr7/+miuvvJIdO3aUW5fTMYOzvGzO8p4XQgghhBBCCCGq4rzNFATQWhcDM5RSycBHQDel1AkgEhh/Lud2Nvn6+tKiRQunAI63tzf9+/cHbDXfdu7cSXh4OJdeeildunThjjvu4JJLLuHDDz906vwLtiy6Tz/9lAkTJvDoo49y3333cdttt5XbGbZjx45MmjSJl19+maNHjxIXF0fjxo0JDg7GbDYbHVwdZWZmsnv3bpo1a0aXLl1cjnvw4EFeeuklevTowZQpUyp8D5RSXHXVVcydO5f8/Hy8vb2NY9HR0U5fHeeQlpYG2LIkXfmndYH18fEx3gt7g5vq6NmzJ/n5+ZhMpjK/1zZt2vDrr7/y/PPPM2PGDNauXcvcuXNp3749AJdddhlms5nnn3+exx57jDfeeKNMN+vAwECuueYarrnmGiwWC4f+n737Do+yyh44/r2TOmkkJCGQEEIJvSV0pMgqKrKKvRd0VX6IdVXUtWIFy7r23sFFBUREFLAhAiIl1FADBFIgkAIhmUmZmfv7YzLvziSTkISEBDif5+EJeeed+96ZuROYk3Puyczkzz//pLi4mPT0dDZt2oTWmoiICEaOHMnw4cOrzNFisbB48WLMZjMXXXRRtesanPsoXn/99fTv3x9/f3/CwsJYsGABR44c4bnnnkMpxQMPPMD333/Ptm3bePzxx2t8flasWMGBAwdISkoyuiKPGDGiNk+tEEIIIYQQQgjRoFR9EumUUg8Db2mtjzb8lOpHKRUPdMW5n+ByrXV6A44dS0XmYVZWFrGxsQ01dKOp6XW12+0cOHCAq666ihUrVnD33Xfz0EMPGcEgV5ZVQUEBEyZMYN68eXTp0oVXX32VHj16VNvoYfv27ZjNZr788ks+/vhjo3GEa/+1tm3b0qZNG2JiYpg9ezYtWrTg3//+N2azmQEDBniMZbVaGTduHFlZWfz+++/Ex8d7vabNZiMsLAyARYsWMW7cOObOncvYsWPRWhslwg6HA6vVitlsxmQyGWXB2dnZFBcXExMTQ4sWLWoVBKtrZlZ2djZxcXGub+O01tmVxjup1pfdbvd4Liurae259r988803ee2117Db7Xz//fcMHjwYq9WKUooffviB6667DrPZzOjRoznvvPMYMmRItc/Ljh07jBLnoqIiVq5cyaxZs1i5ciW+vr4MGzaMiy66iOTkZMrKyrj33nvZs2cPb731Fm3atKF79+5ex83Nza3SgfnQoUOMGjWKkSNHsmDBAgoLC42y/by8PJ5//nnuvffeatfI7bffzuzZs9m1axdbt26lX79+Vcqzve3v6CofBoy/u577mtbXyba2jkUp5XV9jRo1Cjj+ct0TOU51j6U5OdbPLiGEEEIIIcTJrb6Zgs8BG5RSfsD+is6/TUprnQFU7WJwCnE4HFUCAvXVpk0bfv75ZyZPnszrr7/OW2+9xZgxY7jhhhsYO3YsgYGBREREMGvWLBYuXMg///lPxo4dy9ixY5kyZUq1wYWAgADGjx/PpZdeyrZt28jMzCQzM5PNmzdTUFDA9u3bKS4uJiQkhMcee4ygoCCvH4yfeOIJNm/ezPTp06sNCFY2atQoQkNDmT9/PmPHJn7CEgABAABJREFUjvW4zdVUpKSkhP3795OYmEhgYCDl5eXs2LGDgoIC+vTpc8z988T/nkvw3G/QFXgNDAyscX2uXLmSsrIyXnzxRZ555hnOOeccZs+ebWTMjR07lkWLFvHJJ5+waNEi5syZg1KK5ORkzjnnHEaPHk3fvn29XiMkJITRo0czevRo9u7dy+zZs/n222+NwHJ0dDRbt27l6aefplOnTnVuHvP6669TWlpqlBx/9913lJWVMW7cOEpKSnjkkUfw9fXlrrvuqnLf0tJS5s6dy/nnn09UVFStMwTdm44Axt9DQkLqNHchhBBCCCGEEMJdfYOCCvgeKASClFIHgNu11j802MxEFe7BgdoEBEpLS9m5cyfx8fFkZGTQuXNnj1Jef39/XnvtNQYNGsRnn33G+vXrWbBgAeHh4VxxxRVcd911DBkyhDFjxjBq1CheeeUVpk2bxm+//cY999zDhAkTjEy8ykJDQxk4cCADBw4EYP369cTExKC15ujRo/j5+VW7X92cOXOYMWMGd955p9FApDYCAgI499xz+eGHH3A4HB4ZV65ruTK0AHr16kV8fDwOh4PIyMha7Z8n/vdcVn6+XMFCrbVHsLC0tJS0tDRiYmLYuHGjUcY9ZMgQwsLCePrppxk3bhwffvghl19+OQCDBg1i0KBBOBwONmzYwLfffsuSJUt48cUXeeGFF4iLi2PChAnceOON1c4zISGB+++/n+uuu44lS5Ywb948UlJSuOmmmxg5cmSdH/euXbuYOXMm11xzDR07dgTg66+/Jj4+nvj4eEaOHElpaSkPPvgggYGB3HbbbR73X7RoEUeOHOHKK6/kjz/+8Jol6I23EvbTpZy9th577LFTchwhhBBCCCGEaEz1LR92AFdprWcppQKBK4CXgWu11r808BybXHMpwatLpqCrs29qair+/v6UlZXRs2dPevXqhd1u9wiYFRcXs379enr37s2iRYt4+eWX2bp1KxaLhVatWvHaa69x2WWXAfDXX3/x7LPPsmjRIgYNGsSHH35Iy5bO/i7bt2+vtpuqKyhY3Vxd5cPr16/nkksuoW/fvsyePRtfX1+P/QErcy8fBvjggw+488472bBhA/Hx8WzYsIEBAwYYwZeSkhJ27NhBXFwcERERaK2NMtGaGre4O93Lh6v7mVFaWsqOHTuqBJ9TU1PZtm0bWVlZ7Ny5k7PPPpuLL74YcJbofvHFF3zzzTcsX76cZcuWed1j8vDhwwQEBJCbm8uvv/7Kf//7X5YtW0ZkZCS33XYbV155ZbWvX0FBgfH3/Px8Y72CM9Be2/LhO+64g99//53ffvuN6OhoWrduTVhYGBMmTOCKK66gX79++Pn5cemll/Ljjz9y3333MWXKFPz8/Ni9ezeXXnop+fn5zJw5k5SUFCPwmZaWRmJiIjabjZSUFPr3719tsNDb2pPy4ZPTyfBYpHxYCCGEEEKIU1t9a1CLgdkAWusSrfV04FrgqYaamKjKZDIREhJS69Lhzp0707NnT0aOHElMTAwdOnTwuN1qtZKSkoLJZGLYsGGEhIQwduxYli9fTkZGBo899hjt27fn2muv5bXXXgMgPj6ejz76iDfffJP169czZMgQnnrqKaNhx/Gw2+08+OCDhIeH8+GHH1a7d2FNUlNTCQoKYt++faxatYq//vrLo4NyYGAgnTp1oqysDKvVSm5uLtnZ2eTm5h73/E83NpuNnJwcbDYb4Aw6HThwgP3793ucl5iYSEJCAuXl5SilPIK86enphISEMGXKFFq0aMHUqVNrvGZUVBRXXnkl3377LYsXL6Zz585MmzaN66+/3qPbcXXcA4J1sXXrVn744QduvvlmoqOjAefjLS8vJzk5mREjRhAcHIy/vz9ffPEF48eP55VXXuGcc87hyy+/ZPjw4Rw6dIgPP/yQAQMGMGjQIPr160daWhqpqals2rSJNWvWsGrVKlatWlWvOZ7O1q9fX6vX/2QbRwghhBBCCCEaU33Lh9OBIcCfbsd+A2Yd74RE/XjLIgwICKBXr17k5OQQHh5OUVGRRwbS2rVrWbhwIaNGjaJly5a0a9cOm82G1prQ0FAeeOABAOLi4pg8eTL79u3j3nvvxdfXl4svvphu3brx9ttv8/HHH/PJJ5/wt7/9jVtvvZXExMR6PYYZM2awadMm3n333SoNHmpr8eLFnHnmmWzYsIG+ffsyePDgKk1M3MtfXQGq+l7vdOVwONi3bx+HDx8GnN2bXXs/umUWARhZg/7+/vTv399jLz33ztAXXXSRUcZeXUdqd/369WP+/Pm89dZbvP3224wfP56///3v3HvvvbRq1aoBHqWTw+Fg6tSphIaGcuuttxrHMzMzAWjbtq3H+YGBgVx99dXs27ePNWvWcPPNN9O9e3eef/55Vq1aRZcuXYznIDExEavVSosWLdBak5SUxKBBgxps7qeLe++9Fzj+BiHNbRwhhBBCCCGEaEz1zRR8HZillBqnlHLV7F0K5DfMtERdufYb9NY4ITIykjZt2hAZGelxvKSkhLKyMnbu3MnGjRtJT08H4M8//6SoqIigoCCSkpIIDQ3lggsu4I033mDSpElYrVYAunXrxuuvv87y5csZP348f/zxB1dddRV33303a9eurVNpXG5uLlOnTmX48OGMGzeuXs9BWloau3btom3btgwcOJAzzjiDM888s0oppslkMoKnPj4+xMTEVFt6arfbycnJwW6312tOpyqr1Yqfnx/h4eHGuvLz86Njx474+flVOb9nz54MHTqUK664wuP1cHWeNpvNPProo4SHhx8zW9CdUopzzz2XefPmceutt7J48WIuuOAC7rzzTr7++usGyWD9z3/+wx9//MHkyZNp0aKFcby6oCA4H+8NN9zA008/zWOPPcaSJUvYsmULa9euZcaMGRw8eBC73U5AQAD9+/enrKyMI0eO0KlTJ/z9/dm9ezfl5eXHPXchhBBCCCGEEKI69coU1Fp/oJQyAR8CwUqpYiASmNCQkxO1V7kZgXtAzsfHx8ic0lrjcDgwmUwMHToUs9lM165d2bdvH927d2fFihVs2LABPz8/RowYwVlnnUV4eDj9+vXj448/ZvLkyVx11VV89NFHRilmmzZteOKJJzjvvPP46aefmDVrFhMmTCApKYn777+fxMTEKh1UK3vmmWcoLi7m8ccfN4KOLq7yVG9sNpvxmBcuXAjArbfeSq9evdBaVwlMlpaWsmvXLjp16mRksNntdvLy8oiMjEQpRUlJCUFBQSiljPJioNo9EU9FNQV0tdaYzWZatmyJ2WyuUs7u7b6BgYH0798fm82Gw+EAnEHpbdu20a1bNwIDA4mOjmbSpEk8//zzrF27lr59+xr3LysrqzZwW15eTkhICLfffjsXXHABM2fOZNmyZfzxxx+As+HIoEGDGDx4MN27d/coSz9y5AgHDhzwOm5hYSErVqzgzTff5LLLLuOKK66gtLTUeIwZGc5m523atPEIGttsNiIjI7nooosIDAw09gG85ppr8PX1ZfTo0aSnp7NmzRpiYmLo1asXnTt3Jjg4mNjYWDIyMti1axdAlZJ/17WLiooAZ8Oh5r4vnRBCCCGEEEKI5qlejUaMOzuzBEcCscBmrfWGhppYc3IybtZvt9uxWq3VBm2qa5aRl5fH/PnzufDCC6tkFgLMmjWL8ePHEx8fz/fff0+nTp2M2ywWCz4+PlgsFj7//HOef/55Dh8+zIQJE7jllluqLdFduXIlV199NXfffTdPP/10ldtdQSRvHA6Hkb110UUXsX37dlauXGk0cnDP7ALYvHkzW7ZsoUePHvTq1QuAnJwcsrOziY2NJSQkhMLCQsLCwggJCcFmsxkNJ+qzxyGcnI1GjvVzoaZmK+73LS8vJyMjg/j4ePz8/Dy6Qq9Zs4b169fTp08fevbsib+/P4WFhUZ57Zw5c4xxysrKvGYgum6r3AVba8327dtZuHAhCxYsYMWKFdhsNlq0aMHtt9/OXXfdRXBwMOnp6dV2nd6yZQvXX389PXr04Mcff/RonuJwOHjsscf47LPPyM/3TJDWWhsBzKNHj7J8+XKGDRtGaGgo4AwaLl68mCVLlhAaGsoll1xirEWtNTabzeM5q6y4uNjYt7FNmzYcOXLEPVvxtGw0MmrUKOD4y3VP5DjSaEQIIYQQQgjR1OpbPgyA1tqutf5Na/3FqRoQPFlZrVYKCwurZN0diyvA4J7Vd+TIEWbOnMlXX31FREQE3333Hfn5+QwfPpxvvvmmSiZfUFAQEydOZP369fzjH//g3Xff5bzzzmPWrFlVAnx2u52nn36aNm3aMHny5Ho/3vLycpYsWULfvn359ddfjQYjFouFVatWGWXViYmJ9OjRw2Pfw8jISGJjY4mMjMRsNhMWFmZkH/r6+tK6det6BwRPdxkZGaSlpRlZde569uxJUlISHTt25OjRo1itVsLDw7n77ruZP38+69atq/d1lVJ069aNe++9l++++47du3fz+eefM2LECKZNm8bAgQOZOXNmtQHngoIC7rrrLkJDQ/niiy88AoIumZmZtG3bluLiYhwOB0VFRfz8888UFxcb57g6Ki9fvtw45uvry8CBAxk6dCgjRoygc+fOHuPWVIYNzvdXTEwMMTExxjoVQgghhBBCCCHq6riCgicjVVOK0ynEFdzylgVVUlLCX3/95TVgGB8fT6dOnYiLizMCHb/88gtz587l008/ZfHixQQEBPDHH38QERHBlVdeSbdu3fjhhx+qjNWyZUteffVV/vjjD+Lj45k8eTKXXHIJK1asoKSkhAULFjB+/Hi2bNnCc889Z2RS1cf69euxWCx06tSJs846y2gwsnnzZtavX8/mzZsBZxlrr169PII8vr6+xMTE4Ovri8lkIjg4uNYdnk91WmuKi4vrndEUHx9PYmKi0YTE4XBw8OBBSktLycvLIzw8nNDQUEJDQ421eueddxIeHs4999xjNDI5XmFhYYwbN44ZM2bw448/EhMTw+23385NN93Enj17PM7Ny8vj9ttvJycnh//+97+0adOmynjbtm1j1apVREVFUVRUhNVqZeXKlaxcudKje/CwYcMYPnw4w4YN87h/ZGQk5557LiNHjvQacKyJUsp4zk6TH2fH9Pzzz/P888+fcuMIIYQQQgghRGM6rdKflFKJwOSKsuedWusXmnpOjcUV3PJm48aNrF27FoDBgwd73Obn52fsY1ZUVMTRo0cZPHgwpaWlmEwmIiMjSUpKIjg4mI0bN/LDDz/w2GOPMW7cOC6//HJeeumlKp1fk5OT+fLLL5k/fz6vvPIK1157rXFbmzZt+Oc//8kll1xyXI83PDwccAahwsPDOeuss9BaG2WZrq/eOByOakutT3fue0FWt55q4sp6c8nLy+PAgQMcOnSIffv2YbFYKCsrw2Kx0K1bN8xmM+Hh4Tz66KM88sgjjBo1ivnz5zfofo5Dhw7ll19+4auvvuKhhx7i4osv5sEHH+Saa65h27ZtTJo0ifz8fF588UUGDhzocV+Hw8Hbb7/NlClTCAkJ4fHHHyckJASz2cyQIUMAPLoHh4aGMmbMmCpzqOn9KerujDPOOCXHEUIIIYQQQojGdFx7Cp5MKgKCHwBLAA08BLyrtb6/Fvc19uWq7Mknn2TKlCkNN9Hj4HA4sFgsRpOM6litVjZu3EifPn2q3U+t8niuYJndbq8y9ooVK3jhhRf46aefCAkJYerUqVx33XUe52VlZeHv709JSQmzZs1Ca0379u0ZNmwY5eXltG7dusZ51HRbixYtcDgctGnThnPPPZfp06cDziy30tJS1qxZw4ABAzyCMO77KhYXFxv7CLrOOd4MrClTpvDUU095u6nGPQUra6r15fq5oLX2uqZqs6egt2CrzWYjLy+PFi1acODAAfbv309paSmpqan07t0bpRR9+/bFx8eH5557jrfffpuQkBBmz55N//79vV7P256C7moqoV+1ahXPPPOM0ZQEoHXr1rz11lt069aNdu3aGcf37t3LxIkTWbZsGeeffz4ffPBBlXVbXFzMhg0bSE5OrlfQr6b9Pt1NmTLF6/6bnKZ7Cq5YsQI4/mDciRxH9hQUQgghhBBCNLXTIiiolDIDrwM/a62/qjh2TsWx67XWa49x/5Pig3VRUVGV4Ja3wEzlwEN1gR9vvAUFrVYrW7duZdOmTXz44Yf8+eef/O1vf+P55583Aj2uoKA3JSUlxx0UBLjjjjuYPn06mZmZhIWFobVm+fLl/PXXXwwePJgzzzzT4zG7HofNZiMnJwfAKCOu/Bi9BUhrcxucOo1G3NdJTRmVrvt6C7a6Nxo5ePAgBw4cwM/Pj71796K1JjU1lUGDBjFs2DAsFgtz587liSeeoKCggJkzZ3LuuedWud7xBAXT09MJDAzkq6++4vPPPycuLo6pU6cSFRWFzWYzgoL//e9/eeCBBwCYNm0a1113HeBskjNkyBBCQkIAWLZsGRs2bKBPnz7GeisuLvYamK7uuVNKGcHTli1bUlZWVmMWa3Z2tjQakUYjjUKCgkIIIYQQQpzaTpfyYQeggFAApZQJ+AtYDgQ24bwalKvpgHvzAVfDEaBKppyLe4loTY0LHA4HR48exeFwsG3bNnr06EFQUJBRIlpYWMjVV19N27ZtWbhwIUOHDiU2Npazzz6bpKQkRo0aRcuWLauMa7fbsdvt1V63pg/O5eXllJeXA3Dttdfy/vvv88UXX3DrrbficDjo378/Pj4+JCUl4XA4cDgclJSUEBAQgMPhYOfOnbRp04a8vDyKi4vx9fWlVatWVYKCNZXRVr7tVNrnzT0Q6P44XUGw6u4DGFmoZrPZI/PQxdXdOiIignbt2lFYWIjNZqNLly5orTGbzVx77bWMGDGCSy65hIsvvpjXX3+d8ePHe1yvrKysVpmLFouFtWvX0q9fP+M1tNls2Gw2LrvsMi699FJjnPLycmw2GxaLhQceeIDp06czbNgwpk2bRt++fSkvL2f9+vWkpKSwfft2LrnkEnbu3En79u3Jz8+nV69exnVTUlJYt24dJpOJ4cOHG/MqKSlh48aNdOzYkZYtW2IymXA4HJhMJvLy8sjOzqa4uNh4HmsTtBdCCCGEEEIIIWrrlA4KKqVMWmsHznLhH4FDSikfrbUdKFRKbQb6AMuVUlFAC631riac8nExmUxVgjXugUJXQKFyZqC3c7wpKSnBYrGQmppKSkoKGzZsMDKmpk+fztGjR0lISGDYsGE88cQT/Pnnn/z00098//33TJ8+HaUU/fv355xzzmHUqFH069ePli1bYrPZasw8q2lO5eXlxn2HDBlC165d+eqrr/i///s/TCYTfn5+Hk0eCgsL2blzJ507dyY7O5vU1FQcDgcJCQlGUMput1eZj7eAa21uO1lVLq2Guj1O1/qqHEA1mUzG2CaTydgr0N/fH7PZzNlnn+2RFVdcXMy+ffv44YcfuOWWW7jjjjvIysriySef9Binuu7QWms2bNjAJ598wtdff01hYSHx8fG8/PLLXHbZZfTo0aPa9bVz507OPfdcNmzYwCOPPMKDDz5ISEgIJpOJ8vJykpOTWbNmDYcOHWLmzJmUlZWxfft2wJmB6Ap6Jicn43A4SE5O9rjWpk2bWLlyJXl5eZx55pkEBASQl5dHVFQUUVFRAB6Zgkopr3OVQKEQQgghhBBCiPo4ZYOCSqn2wAVKqS+11rlKqR8AtNZ2pZTSzjSeo4CrbrUtcI1S6nWttdf93U5G3gKFRUVF5OTkEBMTY3Qwrc3+Z2azGbvdzsCBA0lLS6OwsJDVq1eTn5/P0aNHadmyJZGRkaSnp/PDDz8wceJEbr31Vux2O6tXr+ann37ip59+4sUXX2Tq1KkAtGvXjj59+pCcnEzfvn1JSkqiXbt2FBcXs3//fg4cOGDsPXfgwAHy8/Pp06cPZ599Nl27dvWYn1KKG2+8kUcffZS0tDQ6derkcbvVauX333/H4XAQFRVF586dAejcuTMBAQGUlJSwf/9+fH19q5Qzuz+P3vbbO1WbRrgHAr2tJW+qy6osLy8nIyOD+Ph4/Pz8gKrl7ZWfx9WrV7Ny5Up8fX2ZPn061113Hc8//zwbN27kyiuvZOTIkVUa2wDs37+fL774gs8++4zt27cTFBTEpZdeyjnnnMMrr7zCVVddxejRo3n55ZerrCOAb7/9lv/7v//D19eX77//nrFjx3L06FEWL17MsGHDCAwMJCQkhFtuuYWFCxcSHh6On58fDoeDpUuX0rNnT2OskJAQj9J1l969e+NwOOjUqRNms5lDhw6xf/9+wFnG7gqYup4rIYQQQgghhBCiIZ2yQUHgDuBuIEAp9YXW+oDrBv2/GsZd/K98+DJgMs59BkUFVyAnOjqa9PR0OnXqREBAANdddx2rVq0iNzeX3bt3Ex0dTWJiIr169SI1NZW8vDxWrFjBeeedh4+PD4MHD6ZHjx4MGjSIHj16sGXLFjZs2GBkHC5YsMAItvn5+Rklwe78/PwICwvjo48+AiAuLo67776be++91zjnmmuu4bHHHuPzzz/noYceYuPGjXTt2pXt27fjcDg4cOAArVu3JiIiAj8/P4+uxK7MrsjIyGPuEwjH35n3ZFDbQKC76jIKMzIy2LXLmYjr6kjsXt7uLQPR1f23T58+BAUFsWDBAp5//nleffVVvv/+ewASExPp0qWLEZResGABe/bswW63c8YZZzBq1Cjuu+8+/v73vwMQFRXFG2+8wZ9//snAgQP55z//ycMPP2wEvR977DFeffVVBgwYwL/+9S/Gjh0LwPLly1m2bBkAZ599NgClpaW8++67LFu2jPT0dHbs2IHJZGLRokUsWbKEW2+9lTZt2gAYWba9evXCbDZ7dCyG/627wMBAo4xYOmMLIYQQQgghhGgsp3JQcDowBugM3KSU+khrfcgtSxDADtiUUg8D9wODTqUsweq4SiADAwMpLi6usWzYFcjZvn07R44cASAhIQGz2Uzr1q1ZuXIlOTk5BAcHs337dnx9fZk4cSIrVqyo0nnz999/58cff6SsrIwLLrjAaBpx5MgR3n//ffbt20d+fj45OTl06dKFwYMHk5mZSUpKCmPGjKFFixb07duXsrIylixZwvTp03nooYewWCw88sgjAEbDisLCQrZs2cLq1avZuHEjpaWl9OnTh759+xIQEMDRo0cJCAjwCOb5+voa2VnuZbPuQTH3YOGpWDZcF9UFTqvLPI2Pj/f4Cp77DnoTHBzMqFGjsNlsxthnnXUWYWFhZGZmsmrVKkpLS9m/fz+bN28mLy+Pbt26ccstt3DXXXexZ88e5s+f79GsZtiwYfj4+PD6669z//338+KLL/LNN9/w4osv8t5777Fo0SKuvPJKrrrqKo89AIcNG0ZpaSktWrSgtLSUwMBAduzYYQQKrVYrgwYNIj09nTlz5pCfn4/ZbDYalKSmprJ+/Xq01vTr14+8vDwiIyON0mdfX18CAwPZsmUL3bp1IyIiwiNoajabsVqtx2z0crJr3749e/fu9XpbQkKC1+Ovvvpqg1y7uY0jhBBCCCGEEI3pVA4KZuPsulkKDAZQSn2qtT6glPLTWrtS0aYBAcCIY3UhPlW4gjbuga/qMt1cARxXpmDr1q0pKioCnNle5513HoWFhfTs2ZNdu3bRt29fQkJCOO+886qMFR0dTcuWLYmOjqa4uJiUlBSj6cPEiRPZsGEDnTt3JiUlhaNHj3LuueeSn59P27Zt6datGwUFBYSFhdGqVSt69erF7bffzg033MBTTz0FwL/+9S8eeeQR2rRpw6OPPkpQUBA2m83IFOzXrx+HDh1i165dmM1m47G5Or26B2iqC/hVzg48VTMEa6O2jUdc/Pz86NChgxGArpwFV9tOrH379gVg3LhxJCYmMnbsWA4cOMCqVau46KKLKC8vJzY2Fj8/P+Li4vD39/fIyAsNDeWcc84BnHthfvXVV0ybNo1LL70UX19f7rrrLvr160dycrKRPeq6X6dOndiyZQthYWF07dqV5ORk5s2bR4cOHYxy9SuvvJIWLVqwbds2Y89NwCgp7tWrF3l5eR6lwi55eXkcOnSI6OhoIiIiPIKm7gHCumZvnkxcgf26SEpKapBrN7dxhBBCCCGEEKIxnZJBwYpswFyl1DfAb8AA4GqczUUygK5KqX8De4DNwJ1a6w1NN+OmUZtMN1dnYXDugVZWVkZJSYkRyElKSjICO1FRUdU2fADnB+WQkBASExNZtWoVq1atAmDo0KEEBwcbmYV2u53169cTFBTE8OHDCQoKYsuWLaSnp3vs9+fj48PHH3+Mv78/Tz31FPPnzyclJYU333yT6OhotNaMGDECwNh3zt/fH4DY2Fgj28o9QBMREUFmZibx8fFeAy+ne3agu2M9F5Ub2lRWXWfsYzGbzfTt25d169ZRVlZGVlYWgwYNon///lXOdWXEesusczgc2Gw2brjhBi6//HIefPBBysvLUUqxceNGoqKiaN++vcd9OnToQF5enhFQDgoK4vzzz68yvyuuuKLK9YKCgoxyaNc+ge5BR3DusWkymYzx3fdZdO9CLDz9/PPPAIwePfqkGSchIaHaDO2EhATS09OPaw5CCCGEEEIIcSynZFDQrTzYF7hHa32nUsoPuBlIAG4DgrXWmUqpC7XWh5toqk3KlTGotT5mGbH7fVxBCa01VqvVyBysrgTUdW5AQACdOnVi165d9OzZ0wgq2u12IzPIYrEAzn3fkpOT2bp1K7m5ucTHx9OuXTu6d+/OkiVL6NevHyaTiW3btvHKK6+gteaLL74gODiYK664AovFQnp6Om3btiU9PZ1u3bphNpvx9fUlISEBh8NhXNN9L8F9+/YZ+95VblQCeG2Gcbo61n6D1e256HrezWYzDofD+KO1NoJ3ZWVl7Nixgy5duuDv72/ssQcYa65Lly74+PiQkJDAypUr6dOnT5U1uHHjRtatW4fJZOKMM87AYrGwfv16I5PLYrGglMJsNvPCCy+watUqoqOjyczMZNCgQdjtdsBZTr5q1So6duxIREQERUVFBAQEYLVa2bJlCz169MBsNlNaWsqePXtITEz0+n6wWq2kpqbSu3dvI1DtnhXn6+trBOHr+nyfzp599lng+IN5J3KcmoJ+0lFaCCGEEEIIcSKcMkFBpZRJa+2odHgG8GDF3zcCccBO4EbgaaXUBVrrghM4zWah8gfO6vbP86ZyJ9SAgAD27t1LZGQkfn5+1X6YdQV0du3axZYtW9BaG/u12e12436bNm3il19+QWvNnj17SEpKwmazGWXGCxYs4JdffsFiseDv78+yZcsYOHAgt9xyC3fffTcxMTFERESwfv16tmzZwsqVK9m9ezexsbHceuutRnBKKWVc030vQW/73h3r+ROeXM+Peyaht+dMKYXJZKKwsBCTyWSUe2dkZHD48GF27NgBODNUXWurvLycgwcPEhkZSYsWLWjTpg1Lly5l5cqV2O32Kl1+k5OTsdvtJCcnYzKZWLt2LX/99Rd2u50RI0YYAUFXRuGYMWMA6N+/v8c+hCtXrmTlypWUl5fTr18//Pz8WLVqlREUtNvtJCUl8fXXXwPOoGbPnj1JTU2lZ8+eRoBwy5YtrF27lpKSEiIiIujSpQsBAQEez4msLyGEEEIIIYQQJ8JJHRRUSkUDLYAi9+7Cbs1EyoBYpdSzOEuIL8LZUGQEcPHpGBD05nhKYrOysjhw4ADBwcHVZji5S0xM9PhaWVJSkpEtmJSURHBwsFECDM7yytatWxMTE8PmzZsBZ8aN3W6nf//+tG3bFoDu3bujlMJisZCSkkJxcTFr1qypEjSqzFUuLYGZ41ebzLbKa8/V2CYuLo6ePXvSpUsXj/MzMjLYs2cPJpOJiIgIwBnA01ozYMCAKuMHBwd7vOaucwYMGGAEImvzWrv2JBwyZAghISH8+eefrF27lu7du9O/f3+SkpJYv349eXl5tGnTxggIbty4kbKyMsLDw+nYsSM9e/bE4XCglCI1NRVwBj2FEEIIIYQQQogT7aQNCiqlugCzgO3A35RSHwI/aK3/0FprpZSv1rpEKTULeAR4Tmu9VSnVGrhMa721CaffrBxPWWJtMuvcBQYG0qVLF7KysowmEO6Cg4ONJhDedO3aldDQUA4fPoyfnx/JyckMGzaM7du307NnT9LT04mMjCQzM5Nu3brh4+ODv78/Bw4coF+/fvV6jFB9p11xfNw7FWutPdZT5axU13H3r+AMKHoL9lZuZAJVg4S1FRISYpSClpeXEx4eTq9evejVqxdRUVEopYyS5L59+2I2m+nZsydlZWVkZmaSlpZGVlYWZ555JoMHD6a0tBSz2Vwl6CmEEEIIIYQQQpwoJ2VQUCkVDEwFpmqtv1RKXQVcCkxRSr2htf4WcNX+bQRu1lqnVXx/hdbaesInfQpwBcbcgyzujUhqw2azsX79evLz8wFnA5CUlBQ6d+5MVFQUJpMJq9VKSkoKAP369fPIYPT396d9+/aUlJQYf3c1OUlPTyc9PZ1du3ZRWFiIUooePXrQq1cvo4GDu/LycjIyMqoNQLmrS6ddCSB65/68VM7OczUlMZvNNa6nuqw390YmAGvWrGHAgAFV9oS0Wq1s3LjR656ELna7nfz8fMxmM0uWLCEwMJDY2Fgj8BgUFERQUBBnnHGGUXZsNpsJDw9nz549FBQUYLPZSE9Pp2vXrgQEBEiGoBBCCCGEEEKIJnVSBgW11sVKqSKgqOL7r5RSu4FbgIeUUuVa6wUVpwdrrXcopUzOUyUgWF+uwJjNZjOCO8HBwUbWU20CYHl5eSilaNmyJXFxcUYZZl5eHmeffTbBwcFs2LCBOXPmEBISgtls9tpVNjAwkB49ehiNIMDZURgwMgUTEhKA/zVAqRzwycjIIC3NGSs+VqCpLiXWdQkgnk6KiorIyckhJiaG0NBQj+7E1TUl8cZbMNdms5GXl0dkZKTRAdv9df/jjz/466+/AKpkCm7cuNEIQg8ePNjrNfPz8zlw4AA5OTns37+fdu3a0bFjR+x2e40Ndjp27IjFYiE2NpY9e/Yc6ykS9fTee++dkuMIIYQQQgghRGM66YKCypli5I9z7ucC3wNorVcrpcqAu4GblFI7gSjgR6XU1VrrH5tqzqcKV0CssLCQPXv2EBwcTOvWrY3MqNp05XXv9Ovr62vs7da5c2fMZjNHjx4lNTWVVq1a0alTJ7p3717jeCUlJaSkpFBaWkrfvn3Jz88nJiaGzp07k5+fT0BAAL6+vl7nVpfS57qUWB/PHo2nE/dAoOu5qinA5uLadxD+F8zNy8tj//79AEbTGJPJhFKKNWvW0KNHDwCv+w726dPH46s3roY6AwcOJCIigtatW/PNN98wZswYgoKCjEzCli1bemRBBgYG0q9fP44cOUJCQoKx5yV4D2SK+unatespOY4QQgghhBBCNKaT7pNoRQORUqXUv4GVSqm9Wut/V9y2QSk1HXga6Kq1nq+UehxIq2FIUUsmk4ng4GCjW2rlTMGaOF828PHxoVWrVsaxoKAghgwZYmQZ/vXXX2RlZZGYmMjFF1+Mr68vWmvKy8vJzs4mNjbWo9R3x44d/PLLL8bebSaTiZKSEkpKSggPD0cpZVyv8nx8fX3p0KGDx/xcjqfRyPHs0XgqCwkJMZp7QNXuxLVt+lE5mKu19gg2u7+WmzdvZt26dUDVDEHXfQMDAxk0aJDxvYvD4cBkMmGxWJg7dy55eXm0bNmSM844g7lz57J06VIArrnmGnJycti8eTO9evWidevWHuMopQgPDyc8PNzjGnl5eWRnZwN4rNHqnoPKa/RYx08n8+fPB+DCCy88pcYRQgghhBBCiMZ00gUFXbTWKUqpicAHSqkSrfVbFceXKKWWAtcA84E3tHxqbjBKKfz8/IxSXeCY+/G57lcdX19f4/ahQ4dis9kYMWKEEXwEZ5fjtLQ0tNYepb7du3ensLCQkpIS+vfvz549eygpKWH79u3Ex8fj4+NDeHi4x1juc7Lb7eTm5hIVFYWPj0+tngNvZB/BY6scLFVKVfm+Ou63+fv706lTJ49xTSaTkSHornfv3mit6d27t9fxa3qtfHx8UEqxdetWDh8+TEhICMnJyZhMJkaNGsXhw4c5//zz8fHxwWq1cujQIdatW8d5553n9T1Rea1FRUUBGI1KRP39+9//Bo4/CNfcxhFCCCGEEEKIxnTSBgUrfAYEA68ppSKBN7XW+cAOIACMzEJxkggNDWXs2LFVjldX6hsYGMioUaMAZylxUFAQnTt3JjAwEIDt27fj6+tbbVOH3NxcI1vLW1CptmQfwebJbDYzZMiQ4xqjZ8+elJaWEhAQYASOW7ZsyS233GKc06FDB9LS0sjLy2PHjh1e11vltebj43Nca04IIYQQQgghhDgeJ3VQUGttB95QSu0F3gP6KaUOA4nAxKacm2hYtek6m5aWxubNm7FYLAwYMICysjLMZjNdunSp9j7u2VqARzfZumT8yT6Cp66goCDCw8PZsmULZrOZXr16VTnHz8+Ps88+mx07dlS73iqvNXeudWc2m48rY1UIIYQQQgghhKitkzoo6KK1/k4ptQ7oCsQAU7TW6U07K+HNscp1S0tLjcCKt5Jfb7eXlJSQlpZGfHw8FouF6OhoI7BXXYagi6uE1VW+abVa65XxJ/sINh/HWkO1HWPDhg0cPnyYYcOGkZiYCGB89SYgIKDG9VZdZqDD4eDQoUPYbDZAMk2FEEIIIYQQQpwYp0RQEEBrnQFkNPU8TiZNsQ/escp1d+zYQWpqKoDXAIu329PS0tiyZQvg7C7ryrhyqanLq3sQMDg42LifZPzVXXPZV/FYa6i2Y/z4448UFhYSEBDAmWee6TVDsD4qB8atVis2mw1fX99adV8WQgghhBBCCCEawikTFBR11xT74NVUQgkYpZfVlWB6u909i8vVIRm8d3mNiYnxKNV0BWFcX133l8YPdddc9lWsaQ3VNnDZpUsXzj//fA4fPsyAAQMadH6VA+Pua1Ca1NTP9OnTT8lxhBBCCCGEEKIxSVDwNNYU++Adq7nCsUowvd0eGBhYYxZXZGSkx9fK2YGuIKI4Ps1lX8Wa1lBtA5cBAQEMHDiwUYLDlQPj7oFsUT+VGxCdKuMIIYQQQgghRGOSoOBp7ETug1dTcOVYgZeaGkgrpaq9v+u4n58frVu3No67B68kI7DhNNW+inV5DSsHLuu7Lo9n3fj6+nqsx9o61jo/mbRv3569e/d6vS0hIaHO43311VcAXHXVVcc1r+YyTkJCQrWva0JCAunp6fWdmhBCCCGEEEIYJCgoTipaa6P8s6ZgSE1loiaTiaCgoGax/51oPJXXQFPtedhc9lpsTvbu3VtjsL+u3nnnHeD4g3nNZZyagn4nYxBYCCGEEEII0TzJJ1RxUnGVf1osluM6r7bjiJNX5de4qV5zWWtCCCGEEEIIIZojyRQUzZYrwyowMJCSkhICAwNxOByEhIQcc9+6Y+1v11z2vxO1V9eMu8qv8fG+5jVdv6bbZK0JIYQQQgghhGiOJCgomi1XhlVRUREOh8P4GhYWdswSumPtb9dU+9+J+qtrd+PKr/HxvuY1Xb+m22StCSGEEEIIIYRojiQoKJotV2aVe6ZgSUmJZFydppo6466m6zf13IQQQgghhBBCiLqSoKBotlwZVlprgoODAYyvzY00k2h8TZ1xV9P1j2dusnaO3+zZs0/JcYQQQgghhBCiMZ1WQUGlVBugUGtd3NRzEU3LW+dT987GdQ3O1LW0VTRf7kG6msrUG6oLrKyd4xcVFXVKjiOEEEIIIYQQjem0SUtRSgUDPwHzlFL1rvGLi4tDKWX8mTJlSoPNUXintaa4uBittcdz7/rTUGMfT5fYoKAgwsLCjPLRKVOmGPOLi4ur9Tin8/py3zeyKa93orsFV147tVHf9XWq+vTTT/n0009PuXGEEEIIIYQQojEpbxlTpyKllA/wLHADkAacr7W21vK+sUAWQFZWFrGxsY02T1FVUVERhYWFhIWFNUgmlXsmWFFRETk5OcTExBASEtIoZZzZ2dnugZs4rXW2++2yvpwa+nWu7/W8ZQpqrSkqKgKc2XwNEZBuKDWtr+a6tpRSXrN162vUqFEALFmy5JQax5uGfu5qcqyfXUIIIYQQQoiT22mTKQgMBA5ordsCEcAPx5MxKE6c+mRS1aS6TDClFMHBwc0m2HO6aejXub7Xc+0P6L4OLBYLOTk55OTknLAMwpNd+/btvWb2KqVISEho6ukJcUpQSsUopVYopX5XSv1asU2K++2DlFJ/KqWWKqVmKqX8mmqutaWUaqGUWqWUKlJK9Wrq+QghhBBCnMpO6aCgUsp4fFrrlcCXFd/2A6KoFBhUEg1qllxBmpqy9+pSeuoeDAoJCaFNmzZeM9NOdDnr6a42r3Nt1PZ1q8v1goKCiImJISYmpsagpayZ/9m7dy9aa69/0tPTm3p6QpyUlFKfVjqUCwzXWp8JfA7cUun2DOAsrfVIIB24qLHn2AAswN8B6dgjhBBCCNHITtmgoFKqPTBJKdXSdUxrnaOU8tFa27XWvYFI4MeK/QYBoptgqqIB1GUfOJPJZGQE1pQdeKL3lhMNozFeN6UUoaGhhIaG1phJKmtGNLaEhIRqMzDbt2/fYNf56aefOOecc9wPzVZKLXH786NSSiulViulkgCUUolKKZtSKqzi+x5KqfVKqR1Kqccr/q4rstqiK865TymVrpQ6opT6suLYJW7nXlt5bkqp0Irz9yqlnmqwB30Sqvj/jOu3EKFAaqXb97ttlVIGVPmNhVLqCaXUAaXUlEadbC1prcu11oeaeh5CCCGEEKeDUzYoCNwB/Bu4WSkVA85MQK21XSnl6rrcF2gJzFJKXQdMVkqZm2a64ng0RunpiS5nFQ2jKV83WTOisaWnp1ebgbl3794Gu84555zDU095xNsu11qP0lqPAtBan49zv8qXtdbrK845E/ABhlecswV4B5igtX4GuLfivLNdQR+t9SvAp8AmrfXVFcfmVpxrBe72Mr3xgB8wXWv95PE/2qqUUgFKqY8qAo9HK4KU51c6Z4ZSar9SqrAi8Hmrl3GuVkptVUoVK6V2KaVGVHO9JUqpkoqS2SKl1PY6zDVJKfUXcCeQUs05CcC5wPzKt2mtnwYW1vZ6QgghhBDi1OF77FNOWtOBMUBnnIHBj7TWhyoCgzallK/W2gb0VkodBXoBo2vbfEQ0L65S0OY+pmh8Tfm6yZppGj/88MMpOU4z9mDF19+BUcBXFd8PwxlcGgW4noTBwGf1vM6XwI1KqYFa69VgbPNxDrC6nmPWli/O0tszgX3AWOBrpVRvrXV6xTlTgVu01qVKqW7AEqXUOq312oq5ngO8AFwFrALaULM7tdYfVj6olGqHszQYoJtSaknF38/VWpdVBGUHK6WuBP4FTKx0/zCc/ye6SWtdXtsnoDEppVrzvy1d3F2ttT5woucjhBBCCHG6OpUzBbNxZjGU4vxQcotSqrXWWrsFBKnYxPovYIzWekfTTVecSNWV37n+CCFr5OQRFBTUINmZzW2c5kYp1V4p9anWelXFoSU4g2YuITgz0dyPBWitS+p5yX3APOAet2PnAj8BjdqCWWtdrLWeorVO11o7tNbfA3uA/m7npGqtS13fVvzp5DbMU8DTWuuVFWNkaa2z6jGXfW5Zmgtdf9dalyml/N1OPYJzPz5DRWXEl8BTWutaZR8qpd6syGxcopS6p6K8+0ul1HtKqc0VGZKdlVKzlFJpSqlJ1YxjUkq9o5RappyNTj5UFdu1aK0PuD0O9z8SEBRCCCGEOIFOyUzBimzAXKXUN8BvwADgaqBQKZUBdFVKvVnxQSUQGF+f/6gLIYRoem+//TYAkyZ5jU2ctOM0M7Nx/iJxm9ux34H3lVKtgCCcQbPfgdeUUiFAayDNy1i/KKXcg3rtgcxqrvs6sFgp9UBFwOhG4P+Ay+syeaXUq0BSNTev11rfe4z7xwBdqLRnn1LqbeAmwAysoyJDUinlg/P/Ht8ppdJw/l/jW2ByDRUJU5VS04DtwKNa6yU1PyoAkpRSLwN2oAT4R0UW3u0VpdXX4PzF6ONKqceBd7TWX1U3WEUmpgYu0VovrjgWgbOBSS+cJd0ZOIOPVwLJwO9Kqfddv2x1MwZor7UeXjHOXJx7Nxcf60EppX7A+Xp1VUq9p7X+tBbPhRBCCCGEqKNTMlNQa+36sOEL3KO1ngnMAa4AXgPWA/4V565p6oDglClTmvLyhuYwj7rMoTE7vTaH58KbpppXUz4fjX3t6tbR6fhcu2vqedTl+l9//TVff/31cV/TfZzjefwNMZ9m+J67HOcv1wwV2fX7cWYGnokzILgFOIxzX8GROLMJKzvbPTsM556CXmmtfwe2AhOVUp2AA1rroro8nopx7q0mM21ULQKCfsAXwGdaa/egKFrrSTgbfIwAvsFZnQAQg3Pfw8srbkvCGUB7rJrLPAR0BOKA94H5FY+38uO4qdL3q7TWI7XWf9Nan1/RWOSAa69FrfV0rXWk22OtNiBY4W1gtSsg6GaV1vqI1roM2IlzD0gNbMSZIdrKy1gFOLdoOUcpZcIZoNx3jOu7HtdYrXWs1nqoBASFEEIIIRqP+l/87OSmlDK5deBzHQsDHtRaP6ac3RG/xpnJcADnf74v1lrn1WLsWJylyGRlZREbG9vQc6c5vA7NYR51mUNRURGFhYWEhYU1+D5uDflcZGdnExcX5/o2TmudXelatV5fTfUaNeXaaOxrV7eOTpbnuqb1dTw/u4738Z/I+48aNQqAJUuW1Pt6lcc5nvk3xHzqc/2GWrOucWbPns0VV1zhOlzlZ1fFuTOBfJwBsPu11keVUnOAHUAkzl/MWSvOHYUze9/PPatMObvejnZllLmdO0prPUUpdQvwLM5sxde01mkV++ot01pXF2RrEBXBrP8CYcBFNe3Jp5R6F9iitX69IrsuH+c+fp9V3H4Z8JjWOrkW110ILNBav9EQj6MW1/sUOBvYBRRorS9xu20Kzoy/myq+XwJ86grWVWR9dtD/22vRfdyxwH1AV+A9YKrW2t54j0QIIYQQQtTFSZ0pqJSKVkolVuwV6HA77trwqwyIVUo9C0wDLsJZ9jIEZzfEYwYERfMlnV5FQ5B1VD/t27evcc/FhISEpp7iaSchIaHa16N9+/aNddklOBuLhGmtj1YcczUgMddQKlsXX+AMOrbXWnsrRz4mpdSrFXvkefvzajX3UcBHOLP+LqspIFjBl4o9BbXWBThLot2jtHWJ2GrgmJuXKqVilFIrlFK/K6V+VUq1qXT7IKXUnxV7+s2syHqszkxgHDBAKXV1DefVilKqBbBEaz0a53oYj7P8WwghhBBCNBMn7Z6CSqkuwCyce+/8TSn1IfCD1voPrY1mIiVKqVnAI8BzWuutFXvtXKa13lqHyxnB0wMHGmcP7OzsKgkYTaI5zKOucygsLGwW86hOpTXjLRBfp/XVVK9RU66NE3Ftb+voZHiuj7G+jutnV03z2Lt3L1lZNe+8cLzPX23vX1pa2iDXqzxOfcdrqPnU9f4rVqyo9ra4uLg6jZednU1+fr77oep+ifg78C6woNKx/wA/1/qCNaj4t/wfwN7jGOPeetztHaA7zixGj+BmxT6KZwHf49xnbzTO8thr3E77BLirIuuvHPhnxfkelFLhOPf9+x2w4exWPBLPBivVyQWGa60dSqmbcO7996zb7RnAWVprq1JqKs5fjs6uZiyL1rpQKXUb8LlS6het9aFazKE6lwDhwKta611KqUzA5zjGE0IIIYQQDeykLB9Wzu51nwOztNZfKqWuAi4FooA3tNbfusqJlVJxOLMV0iruW+fMBaVUMpDSwA9DnJ76aa3XuR+Q9SUakMf6krUlGtDtWut3vd2glNoP3Kq1XlDxvQlnsOoKrfUvFcfOAV4C+gJLgcu11oeUUvcBdwMRwI9a66vdzg0H3tJav1Tpep/jzGg7grNxxrSGfrBKqQQgHecege4NNP5Pa/2FUioaZ3CtL86A6V7gda31B25j+OHcx/hanE1Avsa5pUmJUupH4A+t9fMVY/0AdMPZMGQb8LjW+qc6zvkuIFNrPbea258CNmitv6l0/D7gwYo5PoKz1PdBnAHFp4DncDZKeQpno5D7cG7DcjMwGWfw7y9grNY6323crsArOJuwhODcf3BSxb6EQgghhBCiGTgpg4IASqnPcAYFv6/4fiDO35D3BZ51+3DSRWu9o+JDitb1eMDywVo0IAkKisYkQUHRWKr87BLNQ8Weye/hDKKeq7WuklFZEeT8EhhZizJoIYQQQghxmjjpgoIVe/z4Ax8DeVrru91u64sz4yAMeBRn5uCPwNVa6x+P45p+QK+Kbw8BDd/uVpzKTDizKwA2V/5AJutLHKdq15esLXGcavzZJU6Mim1PvvRy09Va6wNu512Js1R4YqX7h+EsW75Na729UScrhBBCCCFOKiddUNBFKdUPWAn8S2v9b7fjo4CngZe01vOVUnfjLEna2SQTFUIIIYRoBEopf1c5rlLqPOA8rfV9brf7At8B/3aVcgshhBBCCOFy0gYFASo2Hv8AuFtr/Zbb8WeBjlrra5VSqj4lw0IIIYQQzZlSahDwMs69CEuAf+DsXHy71vpJpdQNwKvApoq7vKO1/qop5iqEEEIIIZqfkz0o6ANMwtnl8GngTa11vlLqRqC31npyk05QCCGEEEIIIYQQQohm6KQOCroopcbh3GT7L+AwkAhM1FpvbqDxZV8ucTxkT0HRmGRPQdFYZG2JxiL7VQohhBBCNAOnRFAQQCkVD3QFYoDlWuv0BhxbOniKhiLdh0Vjku7DorHI2hKNRTpbCyGEEEI0Ed+mnkBD0VpnABlNPQ8hhBBCCCGEEEIIIZq7UyYo2MgOuf6ydu1aWrdu3aCDx8XFkZmZaXyvtcZqtWI2m1FKeXxvMpka9NqV55GVldVo458sc2joeRw4cID+/fu7vj3k5ZRar6+men5OxHWry1pu27YtO3bsqPX6dzgcDfJ+OVme62Osr3r/7Grq96Jcv+mu77p2dnY2AwcOdB2u99pqisci12ze16vFv4tCCCGEEOIEOGXKhxuTUioWyALIysoiNja2ocfH4ah+OyalVINer6brNPV6aA5zaOh5ZGdnExcX5/o2TmudXelatV5fTfX8nIjrVje+yWTC4XCcsPeBy8nyXNe0vo7nZ1dTvxfl+k13fde1G2ptNcVjkWs27+sd699FIYQQQghxYjRe2tkpqqbgXXPlcDgoKio6KecuTqy6rBVZV0Kcemw2m8fX092//vUv/vWvfzWbcRp6LCGEEEIIcXqT8uE6slqtjTKu1hqLxUJQUFCDZ0RZLBYKCwsBCAkJadCxxamlLmulsdeV6z0hhDgxHA4He/fuBSA3N7eJZ9M8/Pnnn81qnIYeSwghhBBCnN4kKFhHZrO5wcd84oknPAIswcHBDTp+UFCQx9fqPPnkkw163fpoDnOA5jOPyhp7XtWtFW/Xre26qi/Xe6KpMmKaag00l7XX1POQ65/461ssFvz8/LjrrruIiori4MGDDTJuUzwWueapcT0hhBBCCNG4ZE/BWmjsPQW11lUyBd2/b8zmIqLxNeSegs2Rw+FokLVa+WdR5ffEid5T8GTRWHsKitOD+/sX8Hgvy9qCUaNGAbBkyZJmMU5Dj9VUZE9BIYQQQojmQTIFG0ldAyVKKYKDg9FaU1xcbOzXBvUrzTxWsFcCLKKhVC4jPp61VzkQWNus2YYKTApxqvL2vrTb7ezduxc/Pz/A+f6VLSaEEEIIIYQ4fUhQsJHUd7811/1CQkIICwtrtNJMIRpKQ5YR17eMXvbNFKLucnNzKSgoICIiQv6tqUbbtm2b1TgNPZYQQgghhDi9SVCwkdQ3UBIYGEhRURFBQUH4+Ph4Pac2WVEOhwOr1YrZbMZkMlX5XoiGYjKZvAbi6tM8x/194+3+1a39hgpMSsahOB2Ul5ezd+9eWrRoQWxsLK1atZL1Xo0ZM2Y0q3EaeiwhhBBCCHF6k08BjcQVKKnrB62SkhIcDgclJSXVnuPKiqqpM6vVaqWwsNDollz5eyEaW23WaWWukmGllNf7Vzdmfd9vDTFnIU42GRkZpKamkpaWRlhYWLW/gBJCCCGEEEKc2iRTsJmpTcZTbc5xdUk2m804HA4cDgchISGN0j1ZiMq01saaq2/2nrd13tgdjxt7fCGakiv7Ni4uDofDQWRkpKz1Y7j33nsBePXVV5vFOA09lhBCCCGEOL1JULCZqU1zherKNSuf4xqnuLiYoqIiwsLCjO+lPFI0JovFYqy5+ja18fZeqM3aP5aaSoQbYnwhmquioiJycnKIiYkhMTGxqadzUli/fn2zGqehxxJCCCGEEKc3CQo2c3a7ndzcXKKiovD1rf3L5b6HoHvWYHFxsfGh0BUkFKIuarPv3rEy7mw2W73WdUOobVMS2V9QnCpsNhsHDhzg6NGjTT2V00779u3Zu3ev8b37L0kSEhJIT09vglkJIYQQQgjhJEHBE0Br7fF3i8VCYGAgJSUlxyzdys3NJTs7G4CYmJgq47o3YHBvJOLaQxCcgRlv13GfV13UN/NLNA+1CXbVtDZqE1SrLuPVNW5N67q6OVfXKMf9fVAb7gFLh8MB4LUhinQ0Fieb6t632dnZ/Pbbb0RGRtK9e3dZzyfQ3r170VozatQoAJYsWWLcJv+WCiGEEEKIpiZBwRPMFWgoLCykuLiYmJgYQkNDqz0/KirK4yv8L7BoNpuNDxXuQcDg4GDMZjNlZWXs37+fhIQE/Pz8jNvatGlT670FpWvxqed4g10Nse+et3UNVT8kuwKYDoeDoqIiwLmGy8rKyMzMpG3btsbaro3KHY211hw8eBCbzWaM7SL7C4qTnc1mIysri5SUFGw2G+Hh4SQkJMjPciGEEEIIIQRwmgYFlVJ+Wuvypri2K8Bgs9koLi4GPEuEK3eBNJlMVTKp3IM6riCGe4kwOIMrBQUF7N69G5PJRMeOHY3xKmdE1aRysFGc/OoT7Kq8Ro8308jHx6dWGYKutR4SEkJYWJixvjMzM9m1axcAHTp0qPV1K793LBYLNpsNX1/fKs+HUkoyqsRJy2azsXXrVlJTU8nNzaVTp04MGjTohJfrn+y6dOnSrMZp6LGEEEIIIcTp7bT7dKCU6grcqZR6VGtd2ATXJzg4GK21EYg4ePCg11JKV5Ze5SCeK3hhNpspLy8nIyOD+Pj4KkG7+Ph4j6/1UTnYKE5+9WmmUddy34biWuu+vr5kZWXRtm1b/P39adu2LYDx1eVYma2VA6LuX6WUT5wqSktL+fPPP/Hz8yMxMZGuXbvSo0cP/P39m3pqJ53333+/WY3T0GMJIYQQQojT22lVQ6SUSgReA1KaIiBYaS4EBwejlCIqKopWrVphs9mw2+3GOa4sPYvFUu19MzIySEtLIyMjo8o1/Pz86NixY53KK11KS0vZtGkT5eXlBAcHS7nZaS4qKorY2Ngq5b7Hy263k5OT47Hu3bkCmFlZWezatYvMzExsNhsFBQW0a9euSpDD9Z6xWq1ex1NKERgYyMGDB41rut5LQpwKbDYbv/32G8uWLaOoqIikpCSSk5MJCAho6qkJIYQQQgghmpnTJtKjlOoIfAJ8prX+RDnFKKWilVLBFeccMzIQFxeHUsr4M2XKlBrPdzgcFBcX19i4wcfHB19fXw4ePEhubq5x3Gw2ExYWVmOZZ3x8PImJidVmAx4r6FKdHTt2kJqayo4dO+p0P+E0ZcoUY43ExcXV+n51XV8NzbV3X+X16ir3rVzeXp3arjtXBqL7uvembdu2dOrUibZt25KXl8f+/fvJy8urcp7rPVNTZmttr9mc1Wd9NfXaEifG/v37SU1Npbi4mMjIyDqXC9f3Z9epasKECUyYMKHZjNPQYwkhhBBCiNObqm8H2pOJUsoXeBjw0Vo/VRH8mwH4A0nAWuBVrfVKpZTSlZ4UpVQskAWQlZVFbGxsra9dVFREYWEhYWFhNe7JV92+gjV1Vq1NR9acnByys7OJjY01yj5LS0vZsWMHXbp0qTZ7pKZzJKuqbrKzs90/XMdprbPdbz+e9dXQartea1oDWmuv6851m/t9K6/76sZ1f0vabDby8vKMgIe390hN69f9miaTyeO+lRuRnAxrvab11ZzWlmh8FouF+fPnU1BQQGxsLOeee67H+q/repa1hdeuwXXhamhUXffh+vwf7Hjn1Bwc699FIYQQQghxYtQphUApNQa4DhgItMaZaZgDrAP+q7X+tqEn2BC01jal1DxgnFJqBHAVsEtr/YRS6mrgPOADpdSNWut19byG1+Pu+/9Vd055ebnRSdVkMnmcV9MHhvz8fDZv3kyvXr1o2bKlx212u53S0lLCw8MBaNmyJQ6HA4Bdu3axdetWlFL07NkTu91uBFlcAUl/f3969epVZQ6uv1utVgIDAykpKfEISp4MQRRRPff1Wp2a1qRrLYeHh1NYWEjnzp1rvK/JZCI6Ohqr1UpAQEC1mYh2u91YY677gDMwrrWuEhTfuXMn27ZtM9Z45Wu2atXK65wOHjxISUkJdrudhIQEYz7eAvCy1kVTcP0cd1dcXMyyZctIS0ujqKiILl26MGbMmHptHSGEEEIIIYQ4fdQqKKiUMgOfAa2An4DvgELAAbQAOgITlVK3AddqrY80znTrRikVobUuANBab1JKmYArADvOvQXRWn+plNoK/Atn0HB9xfEGSaFUSh2ziYF7J1VXl+DKY3hz4MABsrKyiIyMJDIyEovFwpYtW+jRo4dRBhoaGuoRAAFo3749DoeDuLg41qxZQ3R0NIcPHwZq10TC1cG1qKjI+IAqnYlPDa49/Oq7/DMyMti9ezd2u50jR46Qnp5uBJctFgupqan06tXLI+joWk+hoaFV1pHVaiU1NZUePXrUWEZf+T2SmJhofD1WVqPr9uLiYmw2G4WFhZSVlREcHGy8H6QLt2iurFYrn3zyCUuXLqVFixYkJSVx/vnnS1MRIYQQQgghxDHVNlNwCvCp1vqHGs55sSILbyow6XgndryUUhHAMqXUB1rrVwG01huUUhYgGShSSpm01o6K41uBPg0VDKwLVwfVNm3akJOTU+t9oDp27IhSyggkbtmyhY0bNwKQlJSEUsprxldgYCC9evVi9erVrFu3jt69e9OxY0ciIyNrNV/XmO6ZgkKAc49LV/OcvXv3GsE5gNTUVNavX4/D4WDw4MHGcdf68VbKnpqayoYNGzCZTPTr1w+bzUZ+fj4tW7as8T3iWuN14Qo6tmrVivz8fI+mKtKFWzRHNpuNZcuWsWfPHvz9/enbty8333xzjQF0IYQQQgghhHCpbVDwaa118bFO0lr/oZRKOc45NZQwIAKYopTy0Vr/G0BrvVMptVtrbVdK+eHMdgTYA7RWSvlprcsbYgKu/cnMZnOVbCX3ckR/f386duxITk4O+/fvB2rO2CsuLmbNmjX079+fHj16GMddf+/Ro4dR4rh8+XJ69OhBTk4OHTt2JDAw0DjfVVbZs2fPOn2INJlMRraUt6wph8Nh7MsmXYtPLa51W132q5+fHx06dACoEpRzrTf348XFxaxevZqBAwd6XSvt27dn3bp1tGvXDnCWzGdnZ2OxWGjXrl2t1pdrPZpMJnbv3k1iYqLH+8DF1dUbnO8/998PuK95IZoDq9XKnDlzWLp0KQMGDOCSSy6hf//+sk4bWFJSUrMap6HHEkIIIYQQp7daBQVrExCsz7mNSWu9Vyn1HyAUuFkp5a+1nlpxs6MiIHiHUmo1EA/cBNzZUAFB+F9ZJFQNnnkrR3Rl6h0rY2/ZsmUsWrQIm83GWWedZRwPCgqie/furF27luTkZNatW8eaNWvYtWsXDocDm81Gnz59PM4fOHBgvR5beXk5GRkZxMfH4+PjYwQ4fXx8PB53SEhIvcYXzdPxlNEGBQUxYMAAj2Di6tWrWblyJQAjR46scp+tW7dy9OhRduzYQVRUFC1btsRiseDr64vVaiU4OJj8/Hzmzp1LcnIyffr0qVI2abFYOHr0KJmZmaSnpwNVA5bVsdvtHDx4kKCgIEJDQyXILZqF0tJSPv30Uz744ANsNhsJCQkMHz68qad1Snr11VcbbZyEhIRqtzdISEgwfl411pyEEEIIIYSoU6ORk4VSyldrbcO5d2AIMBl4vaKx8DSgLXAY2AU8DeQBk7TW2xpyHjU1bTCbzZSVlbF//37i4+Ox2WyYzWaPDsE7d+70mtUUHh5OaGgoYWFhVcZNSUlhzZo1+Pj40K9fPwDCwsJYtGgRqampdOrUyWtW4KFDh5gzZw6XXXaZ0cShMveOrllZWcY+iDExMR5BQNf4UsJ26nGtZW+vrStQ3LZtW/z9/SkpKSEtLa3azDzACEpXF5x2reE+ffrgcDgoLS0lMjKS9evX4+/vT0pKCjt37mTBggVs376dwMBA8vLyGDBggBG0DAoKorS01Ci1j4+PZ/PmzSQmJlbbfdslNzeX3bt3ExISQmJiomRhiSZ35MgRnnvuOWbPno2/vz+dO3fm5ptvbuppiXqoLugH0shICCGEEEKcGPUKCiql5mmtL2royRwPpVQUzpLhMq11ZsXh94CHgF+Bx4GnlFIJQAzwT631fKXUUqBca21phDkRGBjIoUOHiIqKqtLJNC8vj927d1NSUmJkB7qCDjt37iQ1NdWje6rFYmHz5s106dKF4OBgOnbs6NFcJCgoiH79+mG324mIiGDz5s0MGDCAnTt3UlBQQG5uLm3btvXIKPnmm2944YUX6NatG8XFziTPiRMnen08O3bsYMuWLQB069YNwMgUhP8FjFzNKsTJz7VW/f39yc/PJzw8nKKiIgIDA6t0Cs7IyCAtLQ2lFB06dCAtLc1YL9Vl5gUHBzNq1CjjWu6sVitbt25lwIABBAQEYLVaOXr0KDt37mTnzp1s376do0eP0qVLF84++2xCQkLYs2cPW7duBeDMM88EnOtxz549LF68mHPPPZeMjAzjnMqdiSuLiorC4XAQFBQk+wmKJldYWMhTTz3FzJkzKS8vJyEhgY8++qhKMynRcK6//noAZsyY0SzGaeixhBBCCCHE6a3GoKBS6hFvh4HujTOd+lFKJQIzcGb8naWUehj4FPAB+gJJFV2GOwKP4AwWKqXUcK31svpe133vvOp+q5+bm0t2djaA8cHNVYIZGRmJyWQiLi4Om81GYGCgsY9Z586dAWczEVewZMuWLaSmphpZT6WlpezevZvNmzezfPlyTCYTF198Ma1atWL37t2kp6fj5+dHjx49uPzyyyksLCQ5OZlDhw6xfft2Vq9ezYMPPkhoaCirV6+md+/e9OnTh8LCQq+ZYB07dqS8vJyysjLsdruxdxw4s7G01l671h5rH7pjkYyJxlFTTx2Hw4FSCqvVyuHDh8nPz6esrIyDBw9is9mAqvtexsfHAxAbG4vWmk6dOhnZea5rlZWVAVBSUkJgYCC5ubnMnTuXSy65hJYtW1JaWsqKFSvw8/MjKCiI3bt34+PjQ9euXfHx8UFrTXl5Od26daNTp07s3r2bDh06UF5eTn5+PhEREQwbNoyePXtSWlpqdC8uKyvD39/fuK9SioSEBMrLy/Hz8wOcpcJ5eXlERkYa1zKZTLRu3brKc+a6rTqyZkV9lZaWej1+8OBB7r//fn7++WfA+T775JNPJCDYyDIzM4990gkcp6HHEkIIIYQQp7djZQreCzyAMxDozvunliaglGoLfAC8WhH4ux94AtigtV6ilPovEKSU6gmchzNj8FngUmD08Vy7NnvnuTqYRkVFGYEC9/LaiIgIrFYrmzdvpk+fPh6dWHv16mUEZ8DZQERrzb59+/jpp5+47LLLGDJkCKtXr+brr7/GarVSXFzMeeedR2xsLJGRkXTv3p3AwED69+9vzCklJYWXX36ZBQsWcO655/Lpp5+ycOFCnnrqKaZMmcLy5ct5/vnn6du3LyUlJaxdu5by8nIGDRpEQEAAqampxvxqozb70LmastQ3cCgallIKpRS+vr5kZmbSsmVLgoODiYuL4/Dhwx7r2cXf359OnToZgTOz2VwlE08pRX5+Phs2bKBTp0688cYb7N27F4fDwYQJE1i9ejXfffcdPj4+XHzxxXTv3p2uXbtiMpnw9fVl48aNTJs2jfz8fMLCwggLC8NkMlFeXk5ISAj79++nTZs2xMXFAfDVV19x5MgRunbtSkREBK1bt2bdunX07dvXIwgPzhL69PR0HA6HEQiUtSiag6KiIh544AFSUlIoKCggPDycxYsXExsb29RTE0IIIYQQQpzEjhUU3AD8rLXOdj+olKraEaDpDAW2aq2/BNBa/7uilPhuYAlQjDMIWIazlNgO7ACu1VrvOp4L12bvPF9f3yoZVe5dTgE2btxISoqzafPgwYOrHctsNjNgwACysrIoLy+nvLycwMBAWrVqxerVq/Hx8aFv3760adOG8PBwr/u4ORwOPvvsMxYsWMBVV13FW2+9hZ+fH5dddhkXXHABH374IS+99BKDBg3i6quv5pprrmHp0qXk5OTgcDgYNmwYWmsSExNr/TzVtA8dOAOC7hlosm9b85GVlUVBQQFBQUH07NkTk8lETExMnYJlVquVTZs20bt3b3x8fNi7dy979uxhzpw55Obm0rp1a84//3xSUlLo2bMnVqsVPz8/hgwZYqyZkpISpk+fzqOPPsrBgwc566yzsNvt5OTkcOTIEePP3LlzjesOGjSIyMhIBg4ciNlspqioiIULFxrZikOHDsVisbBhwwb69etHUFCQsSeme5BamouIpnTw4EGeeOIJ1q5daxybM2eOBASFEEIIIYQQx63GoKDW+pxqjt/SONOpl/1Av4oS4j1aazswC7gfQGv9vVLqHGC21nqlUupy4PLjDQhC3ffOqy4bztUR2L0zsIvD4aCkpISysjL++OMPzjzzTM466yxMJhPR0dGsWrWKf/zjH3Tr1o3Dhw9z99138+KLLzJs2DCWLl3K0KFDCQ0NBZyZjRMmTGDmzJnccccdPPvssx4Bj4CAAO644w5uueUWXnjhBd566y3mzp3LxRdfTGRkJFpr/P39q80QLC0tJS0tjc6dOxsNHFylw2azudpAksViwWaz4evrK81JmhlXSXB8fHydg2PFxcWsWbMGh8PBjh07AEhKSqJDhw5MmzaNefPmAc7A+fbt2wkJCWHSpEn8/e9/9xhn586d3Hzzzfz1118MHjyYuXPnemS+lpWV4efnZ7y/9uzZw/fff8/8+fP58ccf+fHHH+nWrRv9+vXjnnvuwWKx0LdvX8CZNfvDDz9QUlLC6NGj6dChA0FBQUbH4soB/Ppy32pAgoyitvbt28f48eM5ePAg4PwZ/dNPP3l0nRcnRvv27dm7d6/X22rqFCyEEEIIIURzVqdGI0qpf2ut72+sydSH1nqZUuo6IKciIIjWOkUpZVNKRQBHgVVAYcVts5tqru7lxu6BBrPZXG2GYElJCUePHmXp0qWsXr0agHHjxtGpUye2bNnCc889B8C3335LZmYmF110EZdffjlhYWHEx8dzwQUX8NBDD7F7926uv/56tm3bxuOPP879999fbZAuIiKCadOmcfvtt9O5c2d27tzJ7bffbgRS4H8BH/cur7t27SI1NRX4X2OJ2pQOu2dcSrlm8+Ln50fHjh3rdd81a9bw119/0adPH5KTk+nduzdr167llltuYdu2bUyePJnzzz+fhQsX8v333/P7779TVFTE8OHDjTXxxx9/cNVVV+FwOPjggw+4/vrrqw2quQJ4vXr1olevXjz88MNkZGSwYMEC5s2bx8yZM5k3bx6fffYZX3zxBRdffDFhYWGEhIQQHh7uEQCsqXO4q8tyfHy8sR/hsdRmqwEh3G3fvp2bb76ZI0eOAM734jfffEPXrl2beGanl6FDhwLw+++/V7sPa23+3XKN05BzEkIIIYQQ4njVtftws/yfqHvWn1LKD/AHggA/rbVNKXUG0FcptVVrXdYYczhWJpDdbjcaeNQlG85VAnzOOecQGBhodFTt1KkTS5cuZefOnVx33XW0a9eOdu3asW/fPn799Ve+++47FixYwAsvvMArr7wCQHR0NIsXL2bgwIG1+hDTunVrAgMD6d27N8nJyWzdupXu3bvj5+fHmjVrWLVqFYDHnLTWRpMUcAZVysrK2L9/PwkJCbUOopyuKnfgPRHKy8vZu3cvkZGRtGjRosEy2QYMGGB89fPz49lnn2Xq1Km0bt2a+fPnc+655wIwbNgwnnrqKZ577jmee+45RowYwYwZM8jNzeXiiy8mPDyc7777ju7d697fKD4+nkmTJjFp0iS2bdvG2WefzSeffEJwcDA2m41zzjmHcePGVRlbKVXte9nVZRmodcC0NlsNCOFis9mYPHmyERAMCAjgrbfeon379k07sdPQ1KlTAZg2bVq15yQkJFT7b2pCQoLHOA05JyGEEEIIIY5XXYOCJwMHYAHytNYHlVL/BG4HkhsrIAjHzgTKzc3lwIEDxMbG0qJFi1qPazKZCA4OJjg4mHHjxhnHAwIC2Lp1K1arlZtuusk4bjab+fvf/87YsWMxmUysXLmSefPmUVJSwpNPPklkZKQxz2PZsWMHJSUlDB06lK1bt7J582aUUgwYMIABAwZgsViM5ibBwcEezUdsNpvRybWgoIA9e/ZgMpno2LEjdrud3NxcoqKi8PHxqTaD8nRktVpP+DUzMjJITU2lVatW9OnTp8Feg+DgYM4880w2bdrE+PHjWb9+Pddddx2vvPIK4eHhHueaTCYeeeQRBg8ezA033MDIkSMpKSmhffv2/Pjjjw3SYbVbt27cdtttTJ06lSeffJLBgweTk5NDu3btjHL34uJiUlJSjD0GvYmPj8dms+Hn52d04z5WlmtdtxoQp6/y8nIWLlzIrl3O33X5+fnxww8/eHTBFs2LlA4LIYQQQoiT1SkXFHSVECulcpRSXwMXAYO01hsa87rumUCVS4y01kRGRgIYe/PVlnv34cpWrlxJt27djOYM7goKCjCbzXTp0oXJkycbYx06dIisrCyCgoIoKCjgs88+Y82aNbz22mvGHF3ZKDk5Ocb8u3btio+PD61bt+aXX36hf//+hIWFsXLlSnbt2sV1112H2WzG398fgMzMTFasWMEZZ5xBXFwcSinatm2L1prc3Fyys529a1q1anXMRiSnE2/lqo3FtQ7j4+NxOBxERkZiNpvRWht/qlNTNqHFYjG+TpkyhQ8++IDw8HBmzpzJGWecgdaagoKCKvcrLy/nrLPOYtmyZdxwww34+fkxa9YsoqKiyM/PrzbLtLy8vEqQ0dvjBBg/fjwvvvgihw4donPnzuTl5dGyZUvWrl1Ljx49WLduHWvXrkUpZTTVqczX15cWLVqwf/9+ysvLva5fKYMXNTl06JDX46Wlpfz2229GdrcrQ1ACgk3nsssua9Bx5syZ06zGEkIIIYQQp7dTLiio/vdpfBhwFs4MwUYNCFZct8YMK29diL2xWCykpqbSs2dPo3zRW4Bhw4YNrFmzhueff95rsKSmoER+fj7vvvsuX3zxhRFM/Pjjj3n00UeNubrOA+jfvz/BwcH07duXpUuXsnLlShwOB4MHD2bNmjXk5OSwevVqRo0aZVx3//79ZGVlsWvXLtq1a0f79u2N26KiooyvSimUUpJFVeFENqFwvR5+fn7VdpN2NY9JTEw0sumOFdR27Tf5+uuvs2jRIsaNG8drr71GdHQ0BQUF+Pj4eL2f1hofHx8SExNZsWKFxxx9fX2NdentcbiC0d64uloDtG3blksuuYTp06fz+OOPExcXx6ZNm0hJScHhcNCvXz/sdjv9+vUz1qY3LVu2BJz7b7oCgxIIFMdj48aNTJkyBavVyvr162nXrh3ff/893bp1a+qpndby8vKa1TgNPZYQQgghhDi91TUC0ew/9eoKwH+APiciIHg8bDYbOTk52Gw2LBYLX3/9NX/++afRsKM6b7zxBr6+vlx11VW1vtb+/ft5/PHHufDCC/noo48YPXo0P/74I5deeikzZszgwIEDHue7slm2bt1KZmYmP/zwA506dWLQoEEMHDiQoKAgxo8fT79+/SguLqa4uNi4b9++fRk0aBAdOnTAarVSWlrKpk2bKC0txcfHh5iYmGqDQ6L5SEtLY+vWrcYeejWxWCysWrWKpUuX8v7777No0SIeeeQRvvjiC6Kjo+t03ZoCcsfrjjvuoLCwkH/9618cPXqU3r17069fP3r37k1wcDBDhw5lz549lJVVv9uAK8jv7+9PcHCwdBQWx2Xnzp089NBDxi9pfHx8+OmnnyQgKIQQQgghhGhUdcoU1Fo3y0Yj3mitFzT1HCpzBQABYmJi8PX1JS8vj/379wOwb98+CgsL8ff3r7GpQnl5OT/88APnnXderbIPDx48yL///W9mzpyJ3W5n7Nix3HPPPXTo0AGAu+66i3nz5vHOO+/w1FNPGffLzc3FZDKxceNGdu7cSUlJCaWlpXTv3p1169aRl5fH0KFDCQ4OZtWqVYSGhnL22WcDzlLKESNGYLVaMZvNbN682cjGcu9iLGrnWI1sGoL7PpCugK0rg7B9+/ZkZmZSUlLisQefu82bN7Nq1Sq+++47fv75Z1544QXuuOOORpnr8Rg4cCADBgxg2bJlrFy5knHjxjFo0CDj9p07d1bpoi1EY0lNTeWBBx7wOPbNN9/QpUuXJpqREEIIIYQQ4nRxypUPN2d5eXls3boV+F+mkfteg6GhoVgsFuLj46vct7y8nKysLOLi4vjpp5/Iycnh+uuvP+Y1U1JSuPnmm8nPz+fqq6/mzjvvxM/Pz6PZSXx8PFdccQVffvkl1157Le3atTNuczgcLFq0iMOHD3Pw4EFKS0s9xo+Ojubtt99m0KBB9O/fn7KyMmOeriwqgLi4OA4dOkTbtm3r/sSJYzayaQh5eXns3buX9PR0kpOTcTgcRunwkSNH2LhxI1arFV9fXyOg7K5Xr168+uqr/PLLL7z99tvceOONjTLPhnD33Xdz44038u677zJixAgiIiKM21zds927aNdWWVkZmZmZxMfH11jSLAQ4f/HyyCOPeBx79tlnGTNmTBPNSAghhBBCCHE6qXNQUCl1PnAFMAnoAHwP+ADXaK3/bNjpnVoiIyPp3r075eXlHDlyhIiICPz9/Y1sP19fX/r168eKFSuIjo7GYrGwdetWunfvTk5ODrt37wZg5syZREREcM4559R4vVmzZvHAAw8QExPD4sWLjexDV5MPd/fddx+LFi3i0Ucf5eyzz8ZkMnHHHXewZcsWLBYLSUlJxMTEEBUVRUxMjJHpeN9993HFFVdwzz33MGzYMGMfQcAjcBQREcGQIUNOaCONU4l7I5vGEhkZSXp6Ovn5+WRlZVFcXGwEsbt160afPn0oKSkhOjqaPXv2GIFfl+3bt/P1119z6623NmpAcM+ePezfv5+hQ4fWu8T40ksvJS8vjwcffJCBAwfyzTff0KdPHwCji3ZdGgK5ZGZmGuu/U6dO9ZqbOD1kZWXxyCOPeJSpv/TSS5Kd2sy4st9///33BhmnITTkWEIIIYQQ4vRWn0zBfwIPaa1LlFLPAD8BfwH/Bs5oyMmdKux2u1GWGRcXx+7du9m7dy++vr507NjR49yUlBQ2btxIYGAgQUFBpKam4nA46NixI1lZWXTu3Jl58+Zx7bXXVpuJZLfbmTp1Ku+99x5nnHEGH3zwgZGRWJ2WLVvy6KOPcv/99/Pee+9x++23Ex0dzddff+1xns1m89gLcPny5TzwwAO89tprrFq1iquuuopRo0YRFxfncb9jNWIRNTOZTHXKEKxPubErKJ2RkUFcXBwOh4OysjJKS0ux2Wy0adOGvLw8Dhw4QHp6OvC/wK/dbmfixIlER0fz5JNP1vnx1caePXv497//zaxZs7Db7QwZMoRnn32W3r1713kspRQTJkygb9++XH/99QwdOpT333+f6667zuO8o0ePsmzZMoYPH05oaKjXsUpLS9m5cycJCQmUl5fTrl07r9m+Qrhs2LCBhx9+2OPYc889JwHBZujxxx8H4IknnmiQcRpCQ44lhBBCCCFOb/UJCiqt9TqlVCgwCojXWluVUjc16MxOUlprIxjjymJy7Rtos9mMsmGLxVIlcAbOTr8lJSVorenYsSMmk4nu3buzbNkydu/ezbZt2yguLuaaa67xev0jR45w8803s3jxYm666SaeeeYZr92JvbnooouYO3cujz76KBdeeGGtSn3NZjNvvfUWI0eOZNKkSWzbto38/HymTJlSq2uKxlGXcmOHw2Hs/ejn50fHjh2NLDl/f3+2bt1KQEAA0dHRHDhwgJYtW9KpUyfi4uKMTsPr169n9erVzJgxg/Dw8AZ9LLt37+bpp59m1qxZ+Pn5cdttt9GxY0defPFFzjnnHK666iqmTp1KbGxsncd2ddC++uqrueGGG/jiiy8YP34848aNIzAwkIULFzJr1iyKioq44oorvI7h2oMwMzMTHx8fOnXqJKXDolr//e9/eeWVVzyOvfHGG9V2ABenp4SEhBozoRMSEoxfzgghhBBCCFFf9QkKtlBK+QPXAYu01taK4/aGm9bJx/Wf9+Li4irBmKioKMCZZZednU2LFi2IjIzEZrMREBBASUmJsXdbSEgIERERrFu3jqCgIPr164dSisGDB6OU4o033iAuLo5hw4Zx4MABj6y93bt3c/PNN7N3714effRRJk6cCDj3I3SXm5tb5ZjLfffdx3XXXccdd9zBZ599VuX29PR0QkJC2LFjB3PmzGHYsGGMHDmSAQMGMGvWLP71r3/x9NNPU1BQwPPPP28ER2w2W7XBSa11jYFLb4FWb8+9+J+6lBtbrVZjzbpncyql6Ny5M1prOnfubKy1sLAwfH2dPzqWLl3KnDlzmDNnDn/729+4/PLLq11b4Mx4rC5zMS8vj5KSEuP7jIwM3nzzTb755huUUlxzzTX84x//MDoZDx8+nA8++IAZM2bw3XffMWnSJCZMmEBgYKDHuDVlqBYXFxMaGsrs2bN57bXX+OSTT7jmmmsICwvjoosuolu3boSHh+Pn5+fxuLTWxtp2BXMSEhLIzc2lTZs2FBUVYTabvT5WWa+nhz/++KPKsb/++ovvv/+ekJAQoxz1kUceYejQk6aH12nn/PPPb9Bxfvzxx1qdX1PA7/zzz2fhwoUNMS0hhBBCCHGaq09QcBaQA/gDI5RSYcBzQGZDTuxk5S0Y4+PjQ0xMDHa7HV9fX1q2bElZWZlxTlpaGlu2bAGczRpc5ZDuZZEhISEkJSWxaNEi7rzzzirBhuXLlzNhwgRMJhMzZ86sd+fKuLg4Jk+ezNNPP82CBQv4+9//btxms9n49ddfmTNnDqtWrQJgxowZTJkyhSuuuIKEhAR+//13Hn74Yd544w1mzZrFyJEj6dy5M5dffjk9e/as15zcs96kBLl26lJu7Ofnh9Vq9VpiHhAQ4LEOY2JijOCYxWIhNTUVi8WC1Wrl9ddfb5CA165du3j//ff55ptvMJlMXH/99VxwwQV07drV47zQ0FDuu+8+xowZw6effsrLL7/MzJkzeeihh7jggguMwGVt+Pn58cADD/DPf/6TZcuWMXPmTObMmYPFYqFjx45ERkbSt29fr9mzgYGBRtmnj48Pf/31F23btqV169Ye69WVkdmYHaRF85WWlsb333/vceyXX37hrLPOaqIZidqwWq3HPukEjtPQYwkhhBBCiNNbnT+Zaq1fAoYAXbXWKUA5MBuY3MBzOym5gjHePvS7goN+fn4EBwcbAZTExER69OhhZByZzWYGDRpUpSnHN998Q3l5OVdffbXH8cOHDzNx4kRatWrFggULjjvrZOLEifTs2ZOHH36YwsJCcnJyeP311xk4cCAPPfQQGRkZ3H///fzyyy8MGzaMJ554grfffhutNQEBAfznP/9h3rx5jBw5kiVLlvDcc8+RnJxMly5duPDCC/nkk0/Izc2t9XyCgoIICwtr1CYbp7OCggIKCwspKCio0/02btzI5s2b+fLLL3nwwQfrHYh2H2/ixImcc845xr6Zv//+O08++aSRbetNXFwc7733Hl9//TURERHcfffdDB48mKlTpxpNP2rLx8eHM888k3fffZfU1FQ+/PBD2rVrx4svvkhycjLffPONsYege1ajS2pqKtu3b2ffvn1V3r+ujEyLxVKnOYmTX1ZWVpXM67lz50pAUAghhBBCCNGk6pMpiNZ6u9vfrcDxteU7gZRSkUAMkA1YtNZlSiml69hqtK6NHGoqgXXPNKrJF198QZcuXUhOTvY4PnfuXAoKCnj66adp165dXR6GV35+fvznP/9hzJgxdOvWzcgMGz58OHfffTfnn3++kYX11ltv8cQTT/DGG29gNpt55plnABgzZgxjxoxBa822bdv45ZdfWLp0KUuXLmXRokU8/fTTrF69mqCgoCrlnpVJk5KG5Vq7rvJWV4bgsZrRVNanTx9+++03OnTowOTJ9fudQEFBAbNnz+aLL75g06ZNtGjRgjvuuIPx48fXGAj0ZsiQIcyfP59ffvmFL7/8kvfff5933nmHnj17cuGFF3LBBRfQrVu3WmczhoSEcMMNN3DDDTeQlpbGzTffzDXXXMPLL79Mp06d0FpXed+6smF79epV5eeCK0gowe3Ty4YNG5g9e7bHsREjRnDxxRc3zYSEEEIIIYQQosJpVcOmlOoGLAJeApYDLyulkrTWWtWx7tFV0lrbrJ+ioiL2799PUVFRrc63Wq2sWrWKkpISysvLWbx4McuWLeMf//hHlaDGBRdcQHx8PK+99hoOh6MuD6NaycnJzJ07l9tuu41nnnmGpUuXMnfuXP72t795lGX6+fnx/PPPM3r0aF555RVWr17tMY5Siu7duzNx4kRmzZpFdnY2n332GVlZWbz99tsUFRVRUFDAr7/+yty5czl69GiDzF9Uz7V2XSVoruY3rtfVFTT0tpaKi4v5/fff+fPPP7FYLPTu3ZusrCxWrlxZpzlorXnwwQeNjFSTycRjjz3G8uXLuf/+++scEHTx8fHh3HPP5eOPP2blypU88cQThIaG8sILLzB8+HAGDx7Mf/7zH3Jycuo0bmJiIr/88gsDBgxg6tSpBAQEsGvXrirrNSgoiAEDBhgBwPLycnbv3k15eTkmk4ng4GApHT6N/Prrr1UCgmPGjOHcc89tohkJIYQQQgghxP+cNp9OlVLBwBTgOa3134GpQDjwmVJqRG0Dg3FxcSilCA0NJS4ujpdeeqnKOQ6Hg6KiouMK0G3atIl169axbds2srOzeeeddwgMDOSmm26qcm50dDQPP/wwaWlpLF68uN7XrOyMM87gqaeeYuLEiXTv3r3a85RSPPvss0RHR3P99ddz5MiRas/18fHhyiuvJC4ujnXr1hESEsK+ffv49ttvmT9/PsuXL69xTna7nZycHOz25t3XZsqUKSilUEp57TJdHdf6cv05Vhfn+qw1Vzl25fJWF1eZ69GjR8nJycFmsxm3rV69mt9++43Fixczb948+vTpQ2JiIhdccAFff/11recwffp0PvroIy699FKWLFnCr7/+ytVXX33MjFCtNV9//TUPP/wwBw4cqPHcmJgYbr31VhYsWMDmzZt56aWXaN26Nc8++yx9+vTh5ptv5o8//qj1c+fv78+HH35IUVERb7/9NmvWrGHFihU13icjI4O0tDQyMjJqdY3aqs/6quvaEsdn3759/Pbbbx7HrrnmGoYNG9ZEM6qd+v7sOlVdcMEFXHDBBc1mHNdYQgghhBBCNARVx6rZ6gdSKkhr3aw3y1JKzQU+01p/W/F9EnAHcBZwg9ba6yd8pVQskAXOvaFiY2NrvE5RURGFhYWEhYUREhKC1vqYHXQrs1qtbNq0iR49elBUVERiYiJXXnklH3zwgXFOdna20RHWZrMxcuRIoqKimDdvHvn5+bRs2dLr2Fu3bqVFixbVXrtjx47V3ubqPuzNunXruOGGG7jkkkuYMWOGx+Os3H34kUce4dVXXyU9PZ2wsDBWrVrFkSNHGD16NKGhodVePycnh+zsbGJjY4mJiQGafzfX7Oxs9w/XcVrrbPfb67q+3FVea3WhtcbhcHDkyBHy8vJo06YNOTk5xMXFYbPZjP0k27RpYzzXxcXF/Pnnn/j7+9O5c2c2b95MmzZtuOOOO/jjjz+YNm0akyZNqvY1KSwsJD8/nzPOOIO+ffvy7bffGufu37+/2qDg3r17CQ0N5bnnnjO6EQcHBzN58mTOOussEhISqn2clcfcuXMnn3/+OTNnzqSgoIAOHTowfvx4rr32WqOzMTjXbFhYWJXxXnvtNR588EHuu+8+nnzySUJDQz06iAcEBBiPqby8nIyMDOLj443139Drtab1dTxrS9Tfxx9/zOeff+5x7LzzzmP48OHG9yNGjDjR06ozWVv/o5Siof6/1BCa23zq6lj/LgohhBBCiBOjIYOCv2qtm+Wu6UopVzTqFaAQeLZiL0SUUt2BB4D2wG1a691e7l+nDz+V9xusb8agxWJhw4YNLF68mKeffprff/+dpKQk4/YDBw4QEBBgfD99+nQef/xxvvrqK/z9/avtvrpt2zb8/f2rve7KlSspLCxk586dZGRkEBYWRps2bYiNjSUpKckIEFXWokULtm7dygsvvMDUqVO59tprjdscDgetWrUyvt+yZQsDBw7kxRdf5Pbbb/fYV9BqtbJu3TqSk5ONfe/cx8nNzSUqKso43tzLMRszKFjXvS293Xfjxo1kZ2cTGRmJ3W6nQ4cOtGvXDq21EVz28fGhrKyMXbt20a5dO491B1BSUsItt9zCnDlzmDhxIs8995zX+axbt47HHnuMtWvX8tFHH3lkIh04cICIiAivc120aBFfffUV2dnZDB48mB49evDTTz+RmZlJly5dePDBB6stOa4uAF5WVsavv/7Kzz//zNq1a/Hz86Nz587GWo+IiKBz587ExsYSGxtLZGQkSikcDgfXX38927dvZ926dbRr147t27ezY8cOunTpQpcuXYxgvbvy8nL27NmD1ppOnTp5BMnd1TVoKIGbpjNhwgTA+V5at24drVu3xs/Pj127dtGjRw+jTL1Pnz5cccUVHveVoODJpbkF4ZrbfOpKgoJCCCGEEM1DnRuNKKXOBv4DdAZckSUFNLv/nSqlIrTWBVrr8orvf8TZKXkv8D6A1nqrUuoz4H6gO1AlKFhXrg7EbvOo1zirVq1i06ZNfPHFFwwZMoT+/ft73B4TE+NRAnrnnXfy2muv8cknn3DXXXd5DUwAHD161OsHOLvdzsaNG1mwYAGFhYUopWjRooWRMbZ+/Xp+++03kpKS6N69O506dfIIDlksFiZNmsSKFSuYMmUK/fv39yg7dg9S9unTh379+jFz5kzuuusuj+coJSWFtWvXorVm+PDhHre5OjgLp8prrS6UUpjNZtq2bWsEqoqLi2nbti0mkwmllBHItVqtzJ8/n7KyMmOfSHd+fn58+eWXPPDAA7z22mscOnSITz75pEoTmd9++40VK1YwadIk4uPjPW4rLy/32oRj27ZtvPPOO5SXlzN8+HDatWtHaWkpI0aMYMeOHWzYsIF77rmH2267jbPPPrvK+626YGlgYCCjRo1i4sSJ7Ny5k1mzZrFjxw727dtn7JnobtiwYXzwwQf4+/vz4osvcuGFF3LbbbexcOFCOnTogNaaDh06GB/WrVarR1A7MzOTVatW4XA48Pf3rzEjV5w8HA4Hv/32G7t378ZkMtG2bVvCwsLYsmULmzdvZvLkybz44otNPU1RT6NGjWrQcZYsWdJgYwkhhBBCCHG86tN9+A3gKWAtUF5xTAEzG2pSDUEpFQEsU0p9oLV+FUBr/YNS6mHgbaWUVWs9veL4UqXU1cClwIImm3QlgwYNYs2aNezatYtHH330mOcHBQVxxx138NRTT3HhhRfSqVOnWl2nsLCQ5cuXs3TpUgoKCvD39ycuLo7o6Ggjm6m0tJQjR45gtVpZu3Ytf/75J76+vowdO5aRI0caY5lMJl577TXOO+88br31VmbPnk2bNm28Xve6667j/vvvJzU11SMDsl+/fh5f6+J4MudORyaTibi4OFq2bInZbDYCrlarld27dxuB39TUVPLy8oiMjKRDhw7G/YuLi0lJSaFfv34EBwfzyiuvEBcXx4MPPsjBgweZPXu2kf2Xm5vLG2+8Qbdu3bjssstqNb/Fixfz4osvGg1E3DMJlVJ07dqVLl26sGnTJl599VWWL1/OHXfcUedGJZ07d+aRRx4xvtdak5aWRklJCdnZ2WzatIm33nqLZ555hmeeeYb4+HhefvllJk6cyLvvvsukSZOMQKkrIFhYWAg4uw5brVZiY2MZNGgQWusqAVFxcnIPCPbr1499+/aRmZlpBAYvuugiCQgKIYQQQgghmq36RE0ytdZfaa3TtNZ7K/6kA9c08NyOVxgQAUxRSt3vOqi1fh14DGeDkXuVUq4IxwrgQF27EDem4OBgli9fTqtWrbj44otrdZ+JEycSFBTE999/X6vz9+3bxyOPPMK8efOIiYlh4sSJ9OnTh9jYWI/yxoCAAFq1akX//v15+umnmTBhAomJicyfP5+tW7d6jBkdHc1HH31Efn4+1113XbUdmq+66ip8fX255557WLVqFcuWLTMCesOHD/eaNXYsde0KLZyBQT8/P9LT0ykuLmb37t1s376drVu3smvXLgB69uzJwIEDufDCCz1Kz1NSUlizZg1r1qwhOzubefPm8Y9//IPp06ezcuVKLr/8cuPcadOmcfjwYSZPnlxtabuL1ppPP/2UZ599lh49ejBy5MhqS4tbtGjB888/z4QJE9i4cSO33347L730EsuWLTM6LNeVUoqwsDB69OjB6NGj+ec//8n//d//MXPmTCPT55ZbbmHMmDE89NBDfPvttx6diM1ms9HMxRUgtNvtdO3alW7dumEymbw2zGmIJkXixFm3bp0REOzfvz9jx44lLCyMzMxMWrZsybffftvUUxRCCCGEEEKIatUnKPiNUmq0l+P/Od7JNCSt9V6cc3oduFkp9YjbbdOA8cBtwDtKqQ+BfwL/1Sdwk57adNLNzMwkOTm5xj0A3UVERODn51frkmUfHx9sNhsXX3wx9957L0lJSce8r6+vL126dOHGG2+kdevWzJw5k8OHD3uck5yczPvvv09aWhrPPPOM13Gio6N5/fXX2bx5M8OHD2fy5MksXLjQyEasHNApLS1l06ZNlJaWVjs3V2fd+gQUT2eZmZns3r2bVatWkZqair+/v1EiDs4g14ABA4xydZvNxsGDB+nTpw8DBgyge/fu/Pzzz/z+++8sX76cq666irvvvps///zT6F7cp08fgCpBZG8+//xzPv74Y8aMGcMrr7ziUaZutVrJy8vzON9kMjFu3DjeeOMNhg0bxrp165g2bRrXXnstDz/8MAsWLKCgoOC4nqNx48YBzuxIcAYOL7vsMqxWK8uXL+evv/4CnPsrrlmzBpPJhMlk8ggQuuTm5pKdnU1ubq7HzwFXAFGC2ieH1q1bYzKZ2LdvH6WlpRw8eJCjR48SERFR60xtIYQQQgghhGgq9QkK/gW8p5TKU0rtrvizBzivgedWb0opVxqSHQgBJuMMDP6r4vZ2wH+Bi4FpwO/ApVrr1BM5T/fAQGWuQEFxcbFHMOFYsrOzOXLkSI3dWN3FxsYSFRVFWlpara/h4u/vzw033IDdbmfGjBlVgpsjRoxgwoQJzJgxg59//tnrGLfccgupqancc889bNiwgRtvvJE777yTdevWsWXLFo9zd+zYQWpqKjt27Kh2Tq499qR0uHZsNpvRYbhjx44kJiZSVlZGZGQkPXr0MIJxVquVNWvWGIHa/Px8du3axaJFi0hKSiIqKorRo0dz5plnMmzYMMC5tmw2G9nZzv3jb7jhBpKSknj33XerBPXc7dq1i08//ZTRo0fz8MMPe2QVFhYWsnDhQhYvXkxRUVGV+8bGxnLvvfcyffp0pk2bxtixY9mzZw8vvvgil1xyCXfddRerV6+u13O1Z88eANq3b28cc80hOTkZh8NBcXEx27ZtY926dWzatAlwrsng4GCPNRkVFWW899x/DrgCiBLUPjlYLBbatm1Lfn4+n3/+OQsXLiQ8PJyxY8ceMxtWCCGEEEIIIZpafSInnwDvAFcCN7v92d6A86ozpVSUUqqjUqqt1tpWcfg9oAj4FXgcuEkp9Q7wGtBWa71Ta71Eaz29IrPwhNBaU1xcTMuWLY3AgPtxrbURKLBYLAQHB9d6bFcgrV27drU6XylFnz592LZtGyUlJXV+LK1ateLyyy8nPT2d+fPnV7l98uTJ9OzZkwcffNDoxFlZZGQkL730Elu3buXSSy/ls88+Y968eVUeQ5cuXejZsyddunSp8zyFd3l5eezfv5/CwkI6duxIWVkZ/v7+RjacKxi4du1aNmzYQGqqM27esmVLMjIy2Lx5MytXrsRkMtG6dWtGjx5tND7Jz88HYO9e51tLKcU///lPSktLefPNN73OR2vNf/7zH4KDg7nnnns8AmkFBQX8/PPPaK1RSrF58+ZqH5ePjw+9evXitttu48svv+Sjjz5i/Pjx5Obm8sADD/DMM88Y86utmoKCYWFhzJ8/n2XLltGtWzeSk5Pp3bt3jfOLiYnBx8fHI0AoQe3mzT17+c033yQ3N5ewsDDatm2LUorIyEjGjh1bpcGOOHldeeWVXHnllc1mHNdYQgghhBBCNIT6pDIc1lq/XPmgUur2BphPvSilEoEZQB5wVkUzkU8BH6AvkKS1/lIp1RF4BGewEKXUcGD5iSwZhv/texcWFkZMTAxaayMgePToUUpKSti/fz9msxmLxUJAQIDXktmioiKjNNMlJSUFcO4BmJWV5fX6BQUFuD/kuLg4bDYby5Yto3v37hw6dKjauYeGhrJixYoqx9u3b8/ixYt5/fXXPZqGANx44408/vjj/OMf/+C///1vlfLksrIywsLCaNWqFe+99x5aa7766itmzJjBRRddRLt27fDz88Pf359evXoBGPPXWtcYQGlGW0Q2iZqWtsPhIDIyEnAGZl0NMJRSxMbGorVm69atpKamkpiYSHJyMt26daO8vByTycS5555Lq1atSEpKory8HKvVamS2ms1mzj//fJ577jn27dtnrNOoqCiuvvpqpk+fzllnncWAAQOM+WzatInp06ezceNG/va3v7Fo0SLjth07drBjxw5MJhPt2rWjoKCA3budjcIHDBhgBCtr0r17dxITE/ntt9/47bffWL58OX//+9+56qqrvK6hsrIyjw7e27dvJzo6mrKyMmw2G3a7naNHj+Lr64uPjw/+/v44HA58fX0ZOHBgjc+/zWYjIyOD+Ph4fH19adWqlfEzQJrkNC89e/YE4MiRI2RlZREZGYnZbKakpIS2bdtis9kICwtj8ODB9OrV67T/mXOqmTRpEgB33HFHg4zTECZNmnTc8xFCCCGEEALqFxRcqpTqprXeVun4eGBlA8ypTpRSbYEPgFcrAn/3A08AG7TWS5RS/wWClFI9cZY4Pw48i7PT8OgTERCs/CHRVRoYFBTkcZvr+O7du9mxY4fRSbfyfmQu5eXlHkELcAZPoqOjSUpKqjZbxeFwEBsba3w/cOBAvv32WwoKChgyZIixN5o3OTk5hIaGVjneq1cvjhw5wjvvvMOzzz5rBJvAWdJ57bXX8umnn/LZZ59xyy23eNzXtfeay3/+8x9WrVrFq6++SseOHfHx8aFDhw6UlJSQlpZGYmKiZOI0AKUUvr6+RsdhcJaEd+zY0cjG6969Ow6Hg549exrr0xXgCw0NZcSIEcZ9XevZbDajlKJt27aAMwjuKqUcMGAASUlJrFy5kvfff58bbrjByIR9++23+eOPP2jZsiXR0dFGcPrgwYNs2+b8ceNwOIxgIDjfK7Gxsfz973+v9nG67yUYEBDAhRdeyKBBg5g1axazZ89m06ZNTJo0ySMDEJzr0r1z9v79+0lMTDSO+fj4YLFYCAkJYcSIEfj5+TFkyBB8fX1RSmGxWEhJScHf358+ffp4rNmMjAx27dplZGbGx8dTVlZmdCx2ZVuK5sEVEPTx8SEvLw+z2UxQUBCZmZnk5uZy++238/bbbzf1NEUjaKj9PV3jNMTWALLnqBBCCCGEaCj1SUcZAaxWSqUopX51/QGuauC51dZQYKvW+ksArfW/gfeBuytuL8YZBHwTeAhYBuwAxmqtd5346Va/753reExMDAcOHOD/2TvvsKiu9I9/zlCHJggKCigCVlCw997NJmZNNYmJMab33jaJ2eSXtqluNqbsGk1ZTTTVaKIbE3vsBQUbIoqAKIhSZijDnN8fw9wwMAMDjIJ4Ps8zD8wt57z33nfuzHznLQMGDMBoNNbrS8SBAwfo1q1bvexxc3Ojf//+bN26tdamJ3WNMXz4cEwmE//6179qRDBOmjSJsWPH8txzz3HwYO2Z5v7+/ixcuJBTp06xYMECTcBMTU0lJSVFq39YVlZGeno65eXlNvtba7upDq6Nx8fHh/79++Pj44PBYGD9+vUkJSXZjVwVQuDm5sbevXvZsmWLJuRVr/3n5eXF22+/zfHjx23SiFNSUigpKaFv376aWJ6VlcW6detqtbEhHYZDQ0O59957ufLKK8nOzubhhx9mwYIFtTaxSUtLIzo62mZZcXExfn5++Pn52aROA+zbt49Vq1bx66+/1qjZGRkZqTWiOHLkCBkZGaqeYDPFKgh6e3vj7e2Nn58fRqMRg8GAlJIrrrhCCYItmClTpjBlypRmM451LIVCoVAoFAqFwhU0RBQMA+7DUpdvYeXjM8B+wbjzTzbQRwgRK4Swhs0tAYwAUsqfgO3A81LKzUBH4GopZd0tUJuIP/74g6NHj7J161aAGgKbI6SUHDhwoIZw4QwDBw6ksLDQqc6wjggICGDWrFkcPnyYL7/80iZ1UgjB+++/j6+vL3fccQeFhYW1jtW7d2/+/ve/s2zZMr744gsAYmNj6dGjB7GxsQBkZmaSlpZGRkaGzb7WDq4NEYsuRcrLy0lLS6shrlYnOTmZ1atXs27dOq2+XklJCbt37+b06dP8/vvv7Nu3jw0bNrBs2TLNf+1d68GDBzNx4kQWLlyI2WzmyJEjHDlyhJiYGFq3bg1YIgQ3btxIQEBArXZVv/7OIoQgISGBf/3rX4wZM4bvvvuO119/3e62+fn55Ofn13htFRUVodfr2bBhg1aH0Up8fDwTJkxg3Lhxms9a8fDwIDo6mpiYGGJiYoiMjLTbkETRtKxevZrMzEz0ej0mk4ni4mKKi4sJCAjAaDRiMpn44YcfmtpMhUKhUCgUCoVCoWgQDUkf/j8p5RfVFwohzjbenPojpdwghLgRyJFSVlQu2ymEMAkhgoBCYCtQULluaVPYWR9Gjx4NwKhRoxgwYADvvPMOiYmJXHnllbXuZ033/OabbxgxYgTdu3d3ek5rNN7Zs2cbajZgEXuOHj3Kzz//THl5ObNmzdJEjtDQUD744ANuuOEGbrrpJpYuXYqHh4fDse677z4+//xzFi1axG233Ya3t7dWU7CkpIT8/Hzat29PZGSkzX7WVOv6dG2+lMnIyNAi2WoTlOPi4igpKcHX15dOnToBlsjUvXv3sm3bNs6cOUNiYiLDhg3DaDSye/dugBppuVa8vLy0yNTMzEyklFrKMVgiPs1mM+Hh4TYpwNXJy8vDbDY3WEwLCAjg/vvvx2g0kpSUZHeb7OxswFJ/syrdunVjyZIl/Pjjj5SWltK+fXs6deqEj48PPj4+DBs2rNa5reKg4uKh6o8dqoyBQqFQKBQKhUKhuJhpyLdoR61wb2mMIY1BSnlESlkEIITwEEL4Aj6AR2Un4iHAjUIIz6aysT7o9XoSEhLw8fHh+++/p2/fvtx0000sWrSozn0//fRTfH19+dvf/lYvgc9ay6xVq1a1bielpKSkhLNnz3Lq1Cm70WXTp09n6tSprF27ls8//9zmS/T48eP55z//yfr163n11VdrnUun0zFy5Eg2b95cY569e/eybNkyioqK8PDw0KLdjEYjp0+fxtPTE6PRqFKIHVBRUcGpU6eoqKggMjKS2NhYTVx1lH7t4+PD8OHD6dWrFxUVFfzxxx8EBwdjNpuZMGECcXFxnD17luPHjxMXF8eGDRto1aoVV199dY35t2/fzvLly7n22mvR6XRaJF3VVOOwsDAiIyO1jtq1HYu1w3FjkFI69P+8vDwA2rRpY7P8wQcfJCgoiD179uDv78+BAwdIT0+vsX9ZWRmHDx8mIyPD6chfRdMzduxYgoODMRqNuLu7Ex4ejp+fHwUFBQQHB2tRrQqFQqFQKBQKhUJxMdKQSME7qezea0UIcQ8wwSUWNR4zYADypJSnhBAPA3cDvaWUZU1rmnMcO3aM3bt3YzKZiIiI4Mcff+Taa69l9uzZHD16lEcffRQvLy+7+4aHh/PFF18wZcoUnn32Wd59991ao/GsWEXBqqmaZrOZQ4cOUVxcTFlZGaWlpZSVldlEU/n4+DBo0CCb5iNCCK666irKy8tZsWIFXl5ezJgxQ1t//fXXs3nzZt59912GDBli06yiOkOGDGHevHns3r1b6+gKlojGgoICzp07B/zZuMEqCFq74IJq2iClxGAw2DS2yc3NJSsrC7BEcFaNVjMajVrKr5+fHyaTiczMTLKyskhISMDT05M9e/awc+dO9u3bR1lZGVlZWfj6+vLTTz9hMBhYsmQJ3333HXfccUeNGnmFhYXcddddtG/fnscffxyAdu3a4ebmpvmhlT59+pCTk0NZWe0v3ZSUFC16saGcPXuWwMBAu+tyc3MBS/fkqgQGBvLSSy9x3333ARZBPCwsrMb+mZmZ7N69G71ej6enp01zF0XzoaKigtTUVLp27QrAnXfeiRACf39/CgsLtY7uwcHBtG3bVnUaVigUCoVCoVAoFBc1DREFw4UQ70opHxJChADzgT7AKdea1jCsKcRCiBwhxNfAVGCAlHJP01rmmIqKCoxGI3q9Hp1Oh7e3N76+vnh7eyOlxNfXl2effZY2bdrw8ssv89VXX/H222/Tu3fvGt2HARITE3nggQd46623eOONN3jwwQdtvryePn26Rr29I0csPVfy8/O17q4Gg4GsrCw8PT3x8PDA29tbEw2t8+bm5rJmzRpCQ0Pp168fP/30kzamn58fMTExLF++nHPnzmkdaAEmTpzImjVrmD17Nu+//z5XXHGF3XPTr18/ANauXUvv3r215QMHDkQIgU6no7i4mIiICIQQhIaGUlhYSFBQEOXl5Zd80warIGgV26znw9vbm7CwMIKDg6negFuv1yOlRK/XYzabycvLY/PmzeTk5ODp6Ul8fDwJCQnodDqio6NJSkri3LlzJCYmcvnll7NmzRrWrl1LWVkZt9xyi03zjgMHDvDqq69y/Phx/vnPf5KZmakJLT4+PuTn59eIcO3atSt79+51eIw+Pj6sX7/eYSqnVdCzR3h4OEFBQdp27du31+olent7a2nL1rqFbm5u5OfnYzabNSF8xowZ6HQ6HnzwQY4dO0ZwcLBNN+SSkhJycnLo3r07rVq1snvOrUgpa02DViKU66nrnIaEhGg/wphMJnx9fWnTpo26FpcIM2fOBCzvQa4YxxXMnDmz0fYoFAqFQqFQKBTQMFHwCaBUCPE5MA74A+gFDHWlYQ1F/PlNbSgwBkuEYLMVBMEiGhQWFiKEwNfXl7Zt2xIZGUnbtm3x9PRECMGgQYNwd3fnhhtu4PHHH+fyyy/n2muv5Y033tDqAVbl0Ucfpby8nLlz5zJs2DBuu+02bd2ZM2dqiGWbNm0CLHXjrCKONZWzTZs2mlDhqKlDdnY2GzdutBHuADp27IjBYGDDhg107NhRE0uEENx///387W9/47XXXuOqq66yEQ2tREdHEx0dzaZNm3j44Ye15b6+vnh5ebFnzx7c3NwYOXIkkZGR5OXlERwcjLu7u3buLmWEENq1tkYKFhcXYzAYCAgIsHvOrX5oJTg4mEGDBpGVlUVsbCxZWVmEh4czdKjlJb9nzx62bNmCu7s748aNo127dixbtoyhQ4cSFxdnM/Zvv/3GL7/8wqxZs2r4SpcuXTh+/LiNr4JFKJs1axZGo5GuXbvWiJI9ceIEp06dori42K6gdvLkSe3/iooKGyHdz8+PLl26ABYRPCIiQntuNpu1yEBr+mh0dDRCCEpLS23mmjFjBjExMdxwww3ceuutLFmyhFGjRgEWITQlJYVevXrRvXt3u0J+VUpLSzl06BBdunRxGBGsuHBYReUePXqQnJzcxNYoLjRWMe/WW291yTiuYObMmY22R6FQKBQKhUKhgAbUFJRSLpRSLgbWA9uklNOklGeA/nXsekGQlQDvAL2auyAIlsisgIAALd317NmzWqMGay09X19fRo4cydSpU/njjz+YOXMmP/zwAz179mTu3Ll265Q988wzTJw4kb/97W91RhUUFBTg7+9vI1iUlZXh7u7udAOHM2fOkJqaWqPrcLdu3YiMjOTLL79k9erV2rrw8HBuvfVWUlJS+L//+z+H4w4ZMoSNGzdqqcJWEhIS6N27txZNmJeXR3Z2tlb/TWHBKvJZBVIfHx8bf6sLNzc3OnTowKBBgzhz5gwHDhxgxYoVGAwGAIYOHao99Ho9J06cIC0tjdmzZ9uMk5GRwVtvvUVcXJzdL8ht27YlNze3RqqwNQLUOkb1KDs/Pz8qKiocXveysjJycnI4cOAAe/bs4fTp0zW2kVJSXFzsMNU8Ly+PkJCQWkXmIUOG8PvvvxMWFsbkyZOZN28e+/fvp1OnTvTq1Ytu3brZnbP68Rw6dIjk5GQOHTrkcC7FheXOO+9UguAlSm5ubq3Rxhd6HOtYCoVCoVAoFAqFK3BK7RFCzK/+AAYD/YQQX1U+n13HMBcUKeVyKeW+prbDGXQ6Hb6+vpr4FhISgpSSM2fOaKmVVdm3bx/dunVj4cKFDBkyhMcee4yBAweya9euGuPOmzePLl26cPvtt3P8+HGHNpw7d86mnqCUktLS0npFKvn6+nLs2DGSk5NthA6dTsfgwYPp3bs38+fP548//tDWjRgxgtGjR/Pqq6/y+++/2x136NChnD59mptvvpnMzExKS0vZv38/7u7u9OzZk02bNrF37178/f1p164dwcHBTtt8KVJdJKwPgYGB7N27l0OHDrFvn+Xl5e/vz6RJk/D390en0/HFF18QHBxs0y1bSsns2bOpqKhgzpw5diMU27Zti5SSw4cP11jn4eFB+/btKSoqsvlCbDKZNF87dcq2gsHJkyf57bff2Ldvn02KstWHqlJSUoKUstYU5Or1BO3RqVMn/ve//zFu3DgeeOABXnjhBbKzs+ndu3cNEdaa1m0VV6106dKFuLg4LWJR0bR07dqVDz/8sKnNUDQRV199td1mSU01jnUshUKhUCgUCoXCFTgbKTgaOFbtkY6l4UhK5fOS82DfJYmbmxt9+vSha9euhIeH11jfrVs3dDodnTp14ptvvuGrr77izJkzjBkzxiYSDyxRVJ9++ilms5lp06Y57NIaGBhIdna2TTSMEIKysjKnO/gGBQXh6elJXl5ejegnNzc3HnzwQTp06MCyZcts1s2ePZt27drxwQcf2B138uTJhIaGsmLFCuLj4/nvf//LoUOHSEtLY+/evfz222+sWrWKnJwcQkND7QpOCucpLy8nPT29Rsdno9HI119/TXl5Of7+/nTq1Mmub+Tn52MwGGzE37KyMnbv3k337t3t+jRYUsX1ej0vvfQSH3/8MWfOnLFZHxwcjL+/P5mZmSQlJbF//3727dun+XT1656VlUVeXh5CCGJiYujWrRthYWGYzWZKSmxvV+7u7vj7+7N27doagiFYonmzs7PrbHgCFpF08uTJAKSlpdk0camKNWKzeiq/l5cXPXv2VKnDF4CKioo6t+ncufMFsEShUCgUCoVCoVAoLjzOioIfSilfrO0BvHE+Db3U8PDwIDo62m7n4AMHDpCbm8v27ds5efIkU6ZM4T//+Q/R0dFcccUVLF261Gb76Oholi5dSkFBAVdeeaVNjTUrM2bMIDQ0lDfeeIOKigqEELRu3RqTycSpU6fspidX58yZM5SVlREXF2c35djapCIzM9Pmy7i3tzdjxoxh06ZNdhswhIeHc+TIEVasWEFERAR///vfad++PdHR0fTs2ZMxY8YwYcIEh2LTpYyjFNXayMjI4OjRozWiVJOTkyktLSUsLIxp06ZhMplqNKwB+Oyzz4iOjuaqq65izZo1gEXoevLJJ9m5cydbtmyxO29QUBDvvfceEyZM4Pfff+fRRx9l8+bN2nohBJ06daJt27b4+Pjg5eVFWFgY0dHRTJ06VesYa6V379706dMHnU5HWloa2dnZ5Ofno9PpbLplg+X19sgjj3D06FHmzZtXw7Zrr72WvLw8VqxYUeu5MxgM3H333Tz44INMnDiRSZMmsW7duhrRgNbjcRSxaTabKS4udlqQVzSMuuo7AixcuPACWKJQKBQKhUKhUCgUFx5nRcF/1rWBlPJDACHEpd3u9QLQr18/xo4dy/Dhw2ndujXLly9nxYoV3HzzzQwYMIAbb7yRzz77zGafxMREvvnmG4xGI3PmzKnRMMTX15enn36aoqIiLdJPr9cTHByMyWQiJyenRnRVdQwGA9HR0bWmWXbo0IHy8vIawuTQoUPJzc3l4MGDdvfz8vJi/Pjx/Pvf/yYrK4tXX30Vk8mEj48P48ePp2fPnnh6emIwGNi2bZtdEeZSxFGKqj3Ky8tJS0sjNDSUTp061RBZ4+LiGDx4MNOnT6dNmzZaXcLi4mLWrl1LcXExYGlMs2LFCk0YtKa133vvvYSHhzusgQmWiNVZs2bx1ltvERYWxttvv82HH36oiWM6nY727dsTGxtLdHQ0YWFh+Pv74+npWWMsa4Rgjx49tEjY/Px8goKC7IrWAwcO5Prrr2fVqlX88ssvNutGjRpFx44dWbBggcPzd+TIEcaOHcvixYt55JFHGDlyJNnZ2Sxfvpzdu3c73A9qirdGo5GCggK7oqviwtK6deumNkGhUCgUCoVCoVAozgvO5lk+L4T4XUq5sraNhBBDgJuAexptmQLAboSXj48P48aNo7y8XGtKUFBQQHBwMN9//z233HILTz31FGfOnOGhhx7SIpF69OjBN998w9SpU3n66ad5/vnniYyM1MYNCwvjjjvu4P333+fMmTNa45HWrVtz9uxZuw0aqqLX6/H09CQrK6vGOj8/P1JSUjQxaNOmTVpn2sDAQK2T7erVq2t0U66aRtmrVy/uu+8+5s6dy6effsqsWbNsOuWmpKSQkpKCEEKLEnN0XmurqddSuhZX7Txsj6r+lZGRQVpaGgBRUVE1zoFer6dfv37aubOOuXPnTnbs2IFOp2PYsGFIKQkJCWH58uX079+fp59+mhUrVuDp6cmsWbN46aWXWLx4MVOnTrUZv6ioiLNnz2r2PvrooyxbtoxffvkFd3d3wsPD7TZHsUYCOqK4uJigoCC8vLyoqKhAr9dr8xgMBpvov9atWxMZGcn7779PRUWFTeORyZMn8+GHH/Lzzz/TuXNngoKCtHXLly/nrrvuws3NjXvuuYexY8cyaNAgNm3ahLe3N7169dKETXvRaVbx1nrs1uPU6/U1Gvco6o81nRssgmtxcTEhISE1mhcpFAqFQqFQKBQKxaWEs6Lgi8ACIcSjwGogFSgAJOAPdALGAAK44TzY2aKp7Yt+bZ1/PTw86Ny5M5MmTeLkyZOMGzcOf39/vvvuO2bNmsUbb7yBwWDgrbfe0sYZNmwYP/30E1dffTWvvPIKS5cuJT4+Xhtz9OjRJCUlsW7dOm6++WYSExMByxfp+fPns3fvXtq0aUNUVBQ6nY6ysjL27t2Lu7s7HTt2JCYmxq6tXl5eREREEBoaik6nw2g0EhERAViEjy5dutCmTRu2bNlSozNtdRHl+eefZ8WKFbz33ntMnz7dRrjp0aMHUkp69OjRIAFFSonBYMDHx8fprsvNGZ1O57CjbnWsAnFkZCQ6nc7h+asuVPfp0wez2UyfPn0QQmiCVocOHXjiiSd4/PHHWb9+PRMnTuSuu+5izZo1LFq0iPvuu89GWGvdujWtWrWyGXvcuHFs2bKFBx98kBMnTjBr1iyuvfZam2szZ84ch6InQP/+jhujHzhwQItwtDJs2DB+/PFHPv/8c6644grNpiuvvJL58+ezfPlynnzySe28Lly4kFmzZtGvXz/+85//cOLECQYNGoS7uzsBAQEkJibaCNdGo5G9e/fSs2dP9Ho9ZrMZs9mMn5+fdu6MRiM+Pj5KBHQxxcXFbN26ldLSUsLDw/Hw8CAqKor09HTAUq/166+/Jjw8XEUIKgC4++67AVi7dq1LxnEFd999d6PtUSgUCoVCoVAowMn0YSmlUUp5HfAO0BN4FfgG+B54E0sn4vlSysuklCr04gLi5eXF4MGDmTp1KjqdDrPZjIeHB//5z3+YNm0a77//PjNnzrRpGtGlSxd+/PFHPD09mTZtGnv27LEZ85prrtFSJa0dXfV6PXfffTchISGcPn2a/fv3U1payqFDhzCbzXTp0sWp+lweHh6EhYXVqFcnhGDgwIE2zSkcodfr+eCDD0hPT+fFF18ELCLK9u3bAUuaa3Jyco3Uy4qKCnJycrR6hvbq7dUn3fZiwWw2U1RUVGd9utrqWNaGr68vI0eOxNfXl7KyMo4ePao15Lj//vuJiorimWeewWw2I4TgxRdf5Ny5c7z11ltOjT9w4EDeeustBg8ezMcff8wTTzxh04HY1Xh7ezN69GiKi4t54YUXNH8JDAxk3Lhx/PzzzzZC4nvvvUfv3r355ZdfKCkpoXfv3mzbto0NGzawceNGvvrqKxtf3Lt3Lzt37mTv3r2AxXet1+f06dMUFBS0OB9sDlgFQbPZTEhICJmZmVp0JsDtt9/O/v376dmzpxIEFRrXXXcd1113XbMZxzqWQqFQKBQKhULhCuoVCiWl/FlKeZOUsouUMkBK6SeljJFSXiOl/PZ8GelKhBA+Qoj6qR7NBGvNt8LCQvbu3WvTCbV6DTKdTse///1vZs2axaJFi5g2bZpNTcCYmBh++OEHfH19ueqqqzhy5Ii2zsPDg9tvvx03Nzc++ugjbR6dTkdoaCidO3fGYDCwZ88eiouLiYmJsZvW6Yjw8HBOnDhRY/ngwYM5fvx4DcHQHkOHDuWuu+7iww8/ZMOGDSQnJ5OUlERycrLN/1XJzc0lKytLE5TsCYCOOsJezNQldFYXS53FaDSydetWzefKysr4448/OHDggHYNPT09+fvf/86uXbtYsmQJAN27d2fGjBksWLDAYQ3J6vj7+zNnzhweffRRUlJSuOOOO9i/f3+97K0Pbdq0YcyYMWzevJn58+dry6dNm4bBYNBqDiYnJ7Nnzx5mzpzJkSNHSEpK4qeffmLLli2Ul5cTEhJCaWmpja09e/akT58+9OzZE7CI3AEBARgMBrKzszEYDC3OB5uaqoJgaGgoZWVlhISEcObMGQoKCvjrX//Kxx9/3NRmKpohGRkZNWrwNuU41rEUCoVCoVAoFApXcPHnR9YDIURX4D3AcSeMZorZbObAgQMcPnxYE8EOHTqkrbcKC1XFOX9/fz766CNuvvlmfvnlF3788UebMTt16sT3338PwEsvvWSzLiQkhFmzZpGVlcWHH35oE2nYunVr4uLi0Ov1RERE1DuqJjIykvz8/BrC4PDhwwH45ptvnBrnxRdfJDw8nDlz5tChQwd69epFXFwccXFx2v/Vj6l9+/ZaIxR7AqC1I2xLSB22UpfQWV0sdZa9e/eya9cuLeLtxIkTFBcX4+PjY9OkZPr06XTo0IHFixdryx5//HF8fHyYO3eu0/MJIbjsssuYN28eJSUl570rbM+ePZkyZQrz58/XahbGxcXRuXNnli9fDqB1Rx4zZozmd2PGjMHPz4/+/ftz/fXX07VrV7p37w6gpQr369dPe63qdDp8fX1p06YN7dq1o23btg67EisaRmZmJqWlpURFRXHixAkKCgoIDAzEzc2NoqIip+85ikuPGTNmMGPGjGYzjnUshUKhUCgUCoXCFbQc5aMOhBCxWATBjVLK7Ka2x4qzqZ1Go5GAgADat2/PsGHDiIuLo0uXLtp6q4i1bt06LbWxqKiI3377jYcffhiA7Oyah92xY0duuukmVq5cSU5Ojs26uLg4ZsyYQUpKSg1h0MfHh549e9boUOsMQ4cOxcfHh++++85meXx8POPGjeOdd97h2LFjdY7j5+fHTTfdxNq1a5k3bx7du3dHr9drDTGqRy+6ubkRGhqqpTlbBcCWLr5Y6wo6Ejqri6XVceSjPXv2pHfv3lrEW0REBN26dWPw4ME23YDd3Nzw8PCwqasXHBzMVVddxYoVK+rd7MHd3Z2SkhL69OlTr/3qixCCBx54AL1ez0cffaQtGzlyJMnJyeTm5mr1OPfv36/5XVpaGvv37+e5556jb9++TJo0SYssrBrRazabKS4u1s6ru7u7jX8qXEenTp1o1aoVqampxMbG0rt3b06ePImUkl69erX4e4BCoVAoFAqFQqFQ2OOSEAWFEJ2A/2Kpe7hACKETQnQWQsQIIUIrt3HqXISHhyOE0B5z5sxplG11pXZahQMvLy9CQkKIi4vD39+fnj172ggvANu2bWPz5s1s27YNgK1bt7JlyxZOnjyJTqcjLy/P7hwzZszAZDKxaNGiGuuGDBnCjTfeSHJyMp988kmd4qUz+Pr6MmnSJJKTkzlw4IDNupdffhkhBH/5y19sUpodMW3aNMxmMzt27GDnzp1abcHq9QTrg5TSKaG2NubMmaP5SH2EU1f7lzNUFUurC1Xg2Ef1ej0DBgzQxFdPT0+io6Nr+CXAmTNnbJqKAFx//fWUlJRo0arOYo3SGzFiRL32awiBgYHceOONrF27lpSUFMDympBSsnLlShITE/H09GTjxo1s2bKFRYsW8cEHH7BgwQLmz59P27ZtSUhIYMaMGWzevNkmord6yn9V7NW7rEpD/KspfKu5YDQaadWqFQEBAaSmprJr1y4MBgN9+vRxKIZfqjT03qVQKBQKhUKhUCguPlq8KFgp9o0A1kopv65c/F/gdWAZ8KMQYryU0iycCBfJzMxESqk9GvvFuq7UTqtwUFpaWmdaa//+/Rk0aBD9+/enuLiYs2fP0qpVK2JjYwkODnYoCsbExDBs2DC++OILu0LY8OHDmT59OklJSZw4ccIlwuDo0aNp3bo13377rc141iYoJSUlXH755XXWnOvRowdxcXEUFhbSp08fh/UErVjFltpwRbOROXPmaD7iTI1EK672r/piNBo5c+YM6enpmEwm4E8f1el0JCUl2dSmdERhYSG//PILmZmZLF++nLNnz9ZIM+/Vqxc9evSwSSuuizVr1rB48WImTJhAWFhY/Q6ugVx//fUEBgbyn//8B7B0qG3dujUrVqzAy8uLvn37snTpUq6//npuuukmNmzYwP3338++fftYu3YtK1asIDw8nCuvvJKjR49qr2N7Kf9W6vLBhvhXU/vWhSQzM1M7L1OmTCErKwudTkerVq0ICgrCw8NDCYIOaOi9S6FQKBQKhUKhUFx8uDe1AeebSrFvLSCFEH8FLgf2SylfFEIMA6YB3wohpkgp1zepsXawCgbONPLw9fVl1KhRAPz6669s2rSJwMBA1qxZQ0hIiCYK+vn54e5ue+nvuOMObr75ZrZu3Urv3r1rjN27d2/at2/PW2+9RUVFBTNnzqyR5jhv3jyHqaBHjx616fQJlnTTpKQkPv/8c63mGlgizv75z39y3333MWXKFH744Yca9QGtmM1mrr76av7+97+Tn59P9+7dEULQrVs3KioqahxncXExhYWFSCnx8/PTlptMJvLy8ggODtbOtY+Pj91IrZaUaiilxGAw4OPjgxACHx8fcnJyyM/Px9fXl9DQUC3Neu/evZrYak0ZtmI2mzEajdq5s0as7tmzh7NnzyKlJCgoCD8/Pxu/ufXWW3n88cc5fvw4xcXFDgXHw4cPU1RUxOuvv05sbCxXXXUV6enpAAwaNIjY2FiHx2iNnLXHwIEDuf766wFL05A2bdrQtm1bAH7++Wd2794NWJrg/PLLL6xdu5ZWrVrRo0cPVq5cidFoZOTIkbz++uuMHTuWV155haFDh2q+lZ+fj7u7O19++SWTJ09m8uTJLFu2jNjYWNzd3RFCsGPHDq1GJ6BdB6DGjwX2/NFRNOGlxpgxYwCLIG29bpGRkVoDnePHjwMwfvx4Vq1a1SQ2KpovUVFRtZat6Nix4wW0RqFQKBQKhUKhuDA4FSkohHjaiW0earQ1LkQIESCEaCWE8JBSpgObgGCgBEukIFLKDcCrwJfA7UIIvTPRgq6kroggaxMCnU7ndJdYo9GIu7s7w4YNY9KkSVx++eUEBwfX2khi6tSpBAcH23Rarc61117L5MmT2blzJ59++mm9u9VWp127dvj7+7N161abTsoA0dHRfPjhh7i7uzN16lT27NnjcJyrr74aKSXffPMNFRUV5OfnU1FRQWlpKfv27ePcuXPs27ePkpISfHx88Pf3ryGy5uXlkZWVRV5ennbOW5L454jq/ieEoGPHjkRERNSIourSpUuNWpZWqqfC9u3bl65du3L99dfToUMHALsNaa677jo8PT357LPParXzzJkzzJ07l6CgIO6//348PFzbQPybb75hxowZTJ06lXnz5tVI6R04cCBSSrZs2QJAQkIC+fn5bN26lWeeeYbjx4+zbNkyrrrqKrvp0zExMXz++edkZmZyxx13kJWVRXFxMZ9++ik//PADO3futNneKsQCWhpxXSnFij8FQTc3N9zc3MjIyLC5t1x22WVKEFTY5dixYzaRtNbHjz/+yI8//qj9CNFQHn30UR599FGX2Proo4/Spk0bm3IAVR9RUVEumUehUCgUCoVC0fJxNn14hhBihhDiZkcP4I7zaWh9EEJ0BpYDXwNbhRB+UsrUymVLAa3trZTyNLANCJRSGuUF/sZdV/pwVaxdYk+ePFmrOJiUlMTRo0fp2LEj/fr1Izg4mJCQkFpFQS8vL2bMmMGyZcscphmDpUnItGnT2L59OwsXLmxUKrEQgq5du1JUVMTSpUtrrO/QoQPz5s3D19eXv/71r2zfvt3uON26daNnz54sWbJEq6O4detW0tPTSUlJ4ffffyclJYXU1FTKyspIT0+nvLzcpn5ecHAw7du3JzAwsMa5bclijD3/c3Nzo23btjUiQb28vOzWsoSa3a/Lysro2rUrXl5eWhpy9ZqCYGk48pe//IXFixfbNLKpSmFhIQsXLqSiooKHHnoIf3//Bh+vPf773//y8ssvM3jwYEaMGMHHH3/MFVdcwY4dOzT/DgsLo1OnTmzevBkpJfHx8bi5ubFy5Uo8PDycSkMdOHAg//rXv9i4cSNPPPEE27dvJzU1lby8PLy9vW22tfpcUVERZ8+e5dSpUxQVFdkIuC3ZLxuCVRDU6XQEBgYSGBiITqcjNzeXsrIyrr76an766aemNlNxkXH55Zdz+eWXN5txrGOdOnXKrogppXSqUZdCoVAoFAqFQgHOi4LdgE+BfwP/cfDoej4MrC+VTUU+wGLvK0AR8LoQQlR2HV4vpTQKIaqGGhUBhUKIunN0XUxdnWGrYu0SC2hRbUCN5hC9evWic+fOlJSUkJeXx6ZNm2jTpg2pqaksW7bM4fi33XYbJpOJV155pda6cRMmTODKK69k69atvPbaa3XW/auN4OBg/P39+eabb+yuj4iI4KeffsJkMnHPPfc4HOeaa67hjz/+ICQkhIEDBzJgwACioqLo0aMHo0ePpkePHsTGxpKamqoJhFWj26ydX8+ePUtWVpaNgOqKGoPNFUcdmK2CkzOir9FoZNu2beh0Os2PW7duTWhoKK1bt6ZrV8ut4fvvv7frVzfffDN5eXn8+9//titwff/995w6dYqQkBBOnjzZ6AjVquzdu5d//OMfjBkzhnfffZfXX3+dTz/9lLCwML755hvee+89zpw5A0DXrl3JysqioKAAHx8foqKi2Lp1a73mmzp1KnPmzGHJkiUUFxdz2WWXceutt2pdjK1YfQ4sXYmtwmpVAde6TWOa6rQkDh48iMlkIiIigpycHHJycoiIiMBkMlFcXMySJUua2kTFRcjBgwcb9R7n6nFcPZZCoVAoFAqF4tLG2ZqCE4D7gePAP6SUx6tvIIT43ZWGNYRKoe8u4Dcp5fzKZUuBQEBXKQyWCyHcgHuFEAeADsC1wANSymb97draJdZaKy84OBj4M3UTLHUF9Xo93t7ebN26lRUrVqDX64mNjSU+Pp5p06bx5JNP8vzzz9eIBOvcuTPvvvsuDz/8MPfddx9vvfUWrVq1smvLpEmTCA4O5ttvv+Wdd96hZ8+elJWV1TuKKy0tjcLCQm677TaH2/zyyy8UFxdz0003OdxmwoQJPP/883z//fc8//zzAFpEF6Adh7X2XGxsrBbxVjWV2HpOrZFfUkrMZjN+fn5ORXNe7FhrDJrNZoqKigC0NFZHJCUlaemv8fHxrF+/Hp1Ox+DBg3F3d2fMmDE8+OCDvPfee2zbto2FCxfSrVs3bf9x48Zxxx138PHHH2M2m3nggQdsRPLLL7+cAwcOsHv3bv75z3/SqlUrEhISiIuLo1OnTg2OlMvJyWHlypUMHDiQ1157TUtJTkxMZOHChfzf//0fy5cv5+WXX2batGmsX7+e2NhYAgIC2LNnD0eOHOG+++6r97zWFL9evXoRERFhd5uqNQX9/Pxs6j5W38YVjX9aAh07diQ5OZnc3FytLmRubq6WEq9QNIQ777wTsDQ5ag7juHoshUKhUCgUCsWljVOioJTyV+BXIUQf4FUhRCkWcXB/lc1mnw8D60Ol4JcGhAghvKWUJUAYMAQYBHQTQvxNSvmlEGI/MAMwAfdKKS+an92t4qBVDPHy8kKn0+Hl5aVt061bN/bs2YOvry/FxcX4+fnx/PPP8/XXX/P666+ze/duFixYUCOl86677sJoNPLCCy9w++238+6772rRidXp378/iYmJ/Pbbb/zyyy8YjUbOnj1Lx44d7aaYVufUqVMcPnyY2NhYrrvuOrvbpKSk8NxzzzFhwoRaBZjExEQCAwM5evRojXUGg4Hk5GTi4uLw8fEhPj4eKSUVFRUUFRVp5w/QIgar7ltUVERAQMAlU2Pw7NmzWgSrMw1uevXqpf3dsmULP//8M2ARW4cOHYpOp+Ott95i7Nix3HrrrQwfPpw333yTm2++WRPI3n77bfLz81myZAllZWU89thj2jUJDAxk8uTJ3HTTTSQlJbFhwwa2b9/OunXrAIs4Fh0dTVRUFJ06dSIqKqpOcbqoqIj//e9/+Pv78/rrr9eoUajT6ejXrx+JiYnMnz+fL774Ap1Ox/Tp05FS8tVXXxETE8Ntt91GcXExJ06c0CIia0NKyX//+19GjBjhUBAE25qCYF+YtW7jqLnPpYYQQuuybhVKi4uL6dGjB23atGli6xQKhUKhUCgUCoWi+VGv7sNSyp3AjUKIWOBRIURr4G0p5RYp5ZHzYqETCCFCgAAsTUS+AUxSypLK2oLRwD1ALvAw8J4Q4oiUcqUQYiNQLqUsbSrbXUFpaSlms5nS0lKt2663tzfXXHMNe/bsoWvXrqSnpxMVFcXEiRMZMGAAjz32GEOGDOGrr77SRB0rY8aMISgoiMcff5zZs2fzwgsvMHDgQLtze3h4MHHiRIYOHcprr73GqVOnOH36NOHh4bRv395hQ4ji4mKSkpIICAhgxIgRdgW3goICnn32WUJDQ/nXv/5Va4q1m5sbkyZNYuXKlVRUVNhEQSYnJ7Nr1y7AImRasTYXAWyEwKo46gLbUvHx8aGoqAiTyWSTDlwber1e84/+/ftTUlKCTqcjMTHRZrspU6awadMm7rjjDu655x5+++035s6dS6tWrRBCcNddd6HX6/nss88oKyvjqaeesuke7e7uTp8+fejTpw8mk4kTJ05w9OhRdu/eTV5eHsnJyUgptSi8kSNH0qNHjxr2mkwm/ve//2EymZg+fbrDaFiAtm3b8vjjj/Prr7/i5+dHeHg4GzduJDMzky+//BIPDw8efPBBFi5cyOeff860adNqPVd79+7l4MGD3H333axfv54+ffrUGYmpqJulS5dy7tw57XVqTf+Pi4vTogYVCoVCoVAoFAqFQmFLvURBK1LKVCHE/cCjwEYhxANSyg9ca5pzVAqUXwBngJHA01jqCSKlPCyEuE1KWVS5+VNCiN7ATGBzleUXNdZorqpRXVJKfHx8GDx4MGDb+XXmzJn06tWLG264gZEjRzJ37lymT5+uCXMVFRX06tWLDz/8kKeeeooHHniA0aNH88ADD1BWVma3tp5OpyMsLIz27dtz4sQJMjIyyMjIwM3NDW9vb3Q6HYWFhXh7e+Pl5UVaWhpg6WhbUVFBYWGhzXhSSubMmcOpU6f45ptv8PLyori4uMa8FRUVmqgyZcoUFi9ezMaNGxk8eDBmsxk3Nzfi4uKQUhIVFUVFRQU6nU5rLlJWVkZ+fj6enp4EBARoIpj1XFSP2GrpCCFo27YtBoPBYZSgtbOz9bpWxcfHh3HjxmnPq6e2tm3blkWLFvG3v/2NhQsXsn//fr777jvatWuHyWRi5syZuLu7M3/+fNLT0xk5ciQDBw6krKyM0lJb7b5du3a0a9eOoKAgwsPDKS0tJTMzk0OHDrFt2zb27NlD69atiYiIoFOnTnh7eyOlZPPmzeTm5jJs2DD8/Py0moHVMRgMWsTr0KFDAUsX5B9++IFOnTpx5ZVXUlpayrfffosQgltuuQVPT08b4bk6S5cuxd3dndjYWPbs2YObmxuDBg2y2caeEGtNH676/6UQuVode+mSBw4cYPHixXh7e2sdxuPi4ggMDHQqYlmhUCgUCoVCoVAoLlXqLQpWNuO4HXgEaAN8DPzoYructSUC+AR4V0q5WAjxKPACsAdYC2AV/oQQOimlGdgFXDT5dlW/+JvNZk0Q0Ol02jo3Nzf8/Pxs9nMUoQcW4Wb48OFs376d66+/nttvv51XXnmFm266iZtuuol+/foB0K9fPy6//HLeeecdXnvtNbZs2cJ9993HlVdeaffLdkJCAoGBgQDs37+fbdu2ceLECU6cOEFaWhqZmZmaSKTT6fj73/9OYmKiTe0/Kx9++CGbNm3ixRdfZOTIkQ6PxWQyaVGBkyZNwsPDg+XLlzNs2DDtHFlFgoKCAs6ePUt2djaxsbF4e3tTXl7OoUOHyM/Pp1evXpecAOhoeXV/qkppaalNDUsrZrMZo9FoVyy04ufnx5YtW4iIiOCll17i//7v/5g4cSK//PILQ4cORQjBwIED6du3L/PmzePjjz/m448/JiIigvHjxzN+/HiGDRtmE7l56NChGtetvLyc1atXs2TJErZv387+/fsZMWIEgYGBHD9+nNmzZ3PTTTdhMBiIjo62a2tAQECNrsIffPABBQUFfPLJJ3h7e7N69WrOnTvHtGnTOH78ODfeeCNLly5l/PjxNcYzm838+OOPTJw4kREjRuDn50dCQkKNc1X9uhQXF2vnG9D+t16jS1EctLJy5Ur++OMPwCISr127lpkzZ/Lpp582sWUKhUKhUCgUCoVC0fwRzhbpF0IEYWk2cj/gAcwD3pFSnjp/5tVp0zXAaCnlPVWWvQp0Aa6WUkohhA/gjyV9eCzwLHBHfWoICiHaA5kAmZmZDmvsnW+KioooKCggICCgVtEGLJF2paWlHD58mMjISDIyMujcuTNeXl5UVFRoQkJ5eTmfffYZX3/9Nb/99htSSoYMGcKMGTO46qqrNJEvPT2dxx57jB9//JGYmBheeuklRowYYTPnwYMHte2rs3v3boKDgzl9+jTZ2dkEBgZqYoyUUhMiAXbs2MGVV17J+PHj+c9//lNrXTuTyURAQID2fMqUKRw/fpx9+/YhpdTES6tgdeTIEfbv309cXBzx8fGUl5dz7NgxgoODadWqlVPpsvUVYbKysggPD7c+DZdSZlUbr1n4l7NUVFRgNBrR6/U258sqXvn7+9uIdKWlpaSmphIbG4uHhwfFxcVs3ryZQYMGsWvXLq6++mrc3d357rvvSEhIsJkrMzOTlStXsmzZMjZs2IDBYMDb25vRo0dz5513MnToUA4fPlyrmLt7925+/PFHrWHN6NGjef755xFCYDAY6N69u939cnNzbUTBvLw8Ro0axaBBg/jkk0/o0KEDM2fOZNmyZdx3330MGDCA5557jkOHDvH999/XeH1s2LCB8ePH88knn9C5c2eHqcP2OkHbixS0nvva/Oti8626qBopePjwYb744gub8zVz5kxmzpx54Q1roVxKviWEsNu06NdffwWwiYBuCK4ax5mxHB1Lc6Ku90WFQqFQKBQKxYWhbgUEEEK8DRzD0tn3TSBSSvl0VUFQCPGf82NirWQDfYQQsZUdhQGWAEb55yfi3sBtWFKKnwLuvJiailTFx8eHgIAAp+vbHT58mOTkZH777TeSk5M5fPhwjW08PDzo1q0bl112GV9//TVPPfUUeXl53H333URGRnL55Zezd+9eoqKiWLp0KZ9++ikmk4kbbriBZ555hoqKCqftd3d3p127dvTp08dhdFZmZia333477du355133qm3ADdlyhQOHz5co+GITqfD19eXLl260L17d9q1a4fZbEan0+Hv72+TOqyoHeu5rH6+9Ho9AQEBNUTc1NRUDhw4wMaNG5k3bx7FxcWMHz8ef39/hBDMmDEDT09PJk2axIkTJ2z2DQ8PZ9asWXz66accPnyYJUuWcPPNN7Nt2zauvPJKLrvsMvbv309tdOzYkfvvv5+lS5fy2muv8dRTTzUouu6DDz7AYDDw5JNPAhZx9IcffuAvf/kL48aNY9SoUaxcuZKoqCimTZvG0qVLtX2Liop49dVX8fHxISIigq1bt7Jz505KS0tJTk6mtLSUiooKTp06VeM1ZU1hF0JoDWAudV9NSUnh+eef58iRP0vZduvWTQmCCpczbtw4lwh5rhrH1WMpFAqFQqFQKC5tnP1m+VDltmuBbliadcyv8vgUmHyebHSIlHIDcCNwUkpZUblsJ1AhhAgQQngD4VgakHwE3CylPHCh7XQV9RUEOnfuTFxcHCNGjCA0NJROnTrZ3S4xMZG+ffsyYcIEXn75ZZKSkti0aRNXXHEFu3fvZvTo0axevRpA+//OO+/ks88+Y9KkSXz77beUl5e75BifffZZzp07x/z582ttAOGIU6dO4ebmRnJyMqdPn2bt2rU2tQi9vb2JiYmhrKwMo9FIbm4uWVlZWmMChfOYTCZycnIwmUyARSTLycmpIWrFxsbSrVs3tm7dyrp16/jvf/+rrevevTvdunVj6dKlGI1G3nzzTYfzeXl5MXr0aF555RV27drFP/7xD44ePcrs2bOZM2cOeXl5tdqr1+sZNGiQTZduZzl58iRffPEFV111FbGxsdqygoIChg4dyvDhw/H19aVNmzZ8/fXXxMXFMWPGDB544AEOHjzI6NGjWbNmDX//+98ZPHgwAwYMoE+fPqSmppKcnMzevXs5ceIEGzZsqCGMKmw5efIkX331FeHh4VoTkSFDhnD99dc3sWWKlsju3bvZvXt3sxnH1WMpFAqFQqFQKC5tnBUFtwBxWCLt5gAv2nkcOw/21YmU8kiVuoEeQghfwAfwllKWAMOAUGCLlPKS+rbt5eVFfHw8JpOJwMBAiops+6rk5uYyf/58jEYjQ4cORa/XU1xcrKXzfvLJJ7zxxhtaxOBnn30GWIS15557jn/9619UVFTwwAMPMGzYML755huMRmOD7f31119ZuXIljzzyCHFxcQ0aY9WqVQwaNIj9+/fz/fffs2XLFrZv326zTdWItpCQENq3b1+jdpyibvLy8sjOztbEuIyMDI4cOUJmZqbNdl5eXkRHR5OQkMDAgQO54YYbtHXp6emayD1x4kQWLFjglCim1+u59dZb2bJlC9dffz3Lli1j6tSpfPHFFy4TqKsyd+5czGYz999/v7bMameVFDgAYmJieO655+jZsyeffPIJiYmJnDhxgvfee4/8/Hyys7M1ETE2Npbo6GhatWrFjh07OHXqlMPGJwrYtm0bH374oVb3MiAggGuvvZYJEyY0tWmKFspDDz3EQw891GzGcfVYCoVCoVAoFIpLG2dFwVeklMdqeaQDT55HO53FDBiAPCnlKSHEw8B9wH+llKamNe38YjabKSoqqtHtFSA4OJh27doRHBxss/zHH39k7dq1LFmyhJ07d3LmzBlOnjzJypUrKSoqwsfHBy8vL3r06MGIESOYPXs2c+fO1WoVTZ06lV9//ZUFCxYQHh7OBx98wGWXXca8efPqLWyUlJTwt7/9jdjYWG6//fYGnYOcnBx27dpFx44d6d+/P1deeSUDBw60qVcIlohLa002Nzc3QkNDtWYl1XEU/XapYzab8fb2JjQ0VPOryMhIYmJiaohkAMnJyWRlZTFq1CjCwsK05XFxcSQkJBAXF8eLL74IUGu0YHUCAgK01OD4+Hj+8Y9/cNVVV/HBBx+wd+9eu6+H+vLDDz+waNEibrnlFiIjI7XlVlEwIiKixj4JCQk8/PDDPPHEE1x++eWsW7eOgoICduzYwRdffKGlCXt5edG3b1/Kysrw9vYmOjqa2NhY0tLSzou4eTGzfft2li9fbrNs1KhR9OjRo4ksUigUCoVCoVAoFIqLG2e7D0c5sU0CsK7hpjQeawqxECJHCPE1MBUYIKXc05R2XQgMBoNNV9KqRcbd3Ny0NDsppVZL74orrgCgQ4cOJCUlYTabycnJISUlBV9fX4YPH46npydBQUFcffXVtG/fnrfffpusrCxefvllrcPx6NGjGT16NN988w3ff/89//73v/nss8+YNm0at912G35+fjb22eO9997j2LFjfPbZZ5hMJi0lFbD5vzomk0mrsbhy5UoAZs2axeDBg5FSas0erOejtLSUI0eOEBMTo6WRVlRUkJeXR3BwMEIISkpK8PHxQQihpRcDhIaGOns5LnpqK1IvpcRoNGIwGAgICMDd3XIb8fDwIDo6GrPZXGN/a+Rn165dNaGupKSEAwcO0KNHDy2acMaMGSxYsICHHnrIRmwrKytzKNyWl5cTGRnJP//5T9atW8fChQv55JNP+OijjwgKCqJv374MGDCAvn371mjQc+7cOU6ePGl33IKCAo4fP86TTz5Jv379eOihhygtLdXOQUZGBmDpeltVNDaZTAQHBzN16lSuu+46rX7h9OnTcXd3Z9y4caSnp7N9+3ZCQ0OJj4+nc+fO+Pr60r59ezIzM7VaefZS/qWUWtRv9dd6S8De9fj666/54osv6Ny5sxaJOmTIEEaNGnWBrVMoFAqFQqFQKBSKloOzouDdQoizQG3V+e8G/tloixqB+LN7wFBgDND7UhAEAU0Ys/61CjfVO8SCpeGHEIK2bdsye/ZsjEYjSUlJ9OzZk+7du+Pp6Un//v3x8PBg7Nix6PV6hgwZwtVXX02HDh145ZVXyM/PZ/Hixfj7+2vjzp49mzvvvJODBw/y9ttv8+WXX/Lbb7/x8ssvM2HCBIe13FJTU/nwww/561//qgmVVakt2stsNmsdhlevXk3btm3p2bMnGzZsYMCAATWasqSmppKSkoKUkvj4eMCSBmsV/vz8/GzEVWtacUhISIOaU7REhBA2/lb9vNireenj40P//v0xm83a9ikpKezevRuTyURcXBx6vZ5nnnmGzz//nLlz5/LPf/55O2nTpo0mQlenT58+mg/07NmTe++9l7y8PFatWsUvv/zCypUr+fXXX3Fzc2PQoEE88MADTJgwASEE6enpDrtbl5eXc9ttt2l1Atu0aaOtM5vNZGZm4u3tXcM39Ho9bm5uNcaNiori8ccfx2QysWrVKtauXYu/vz/e3t7Ex8fTqVMnpJRaNGJkZKRdnzMYDOTk5Dg81y2NoqIivvjiC8DSPGnbtm18/vnn3HTTTU1smUKhUCgUCoVCoVBc3DgrCnYD5ld5rsOSqku1ZU2KteOwEOId4CEp5b4mNumCYW1CYsVoNGrilq+vb6376vV6Bg4cCFiEkC5dumgCnr+/P4MGDeKnn37C39+fJ554gg4dOnDvvfcyZswYFi9eTExMjM14Xbt25aOPPuKuu+7i4Ycf5o477qBPnz68/PLLdlP9XnnlFdzc3Hj55ZcbfPxms5lff/2Vvn37smbNGg4ePIhOp2Pw4MHs27eP+Ph4fHx8tCYR1r+Alv4aHBysiSxW0cvd3d0m3VVhobq/OaK8vJyMjAwiIyNriHrW6MGoqCgKCwvx8fGhQ4cO3HrrrcyfP58nnnjCJl23PgQHBzN9+nSmT59OYWEh27dv53//+x/ffvst1113HaNHj+bll192+NooLy/nkUceITc3l1WrVtkIglYyMzOJiIjAYDCg1+sxGAxs3ryZQYMGERAQAEBhYSEbN25k6NChmoDu7u5O//79KS0tJSgoiM6dO9uMa424dISPj48Wterj48O5c+cadI4uBtavX88//vEPm2WrV69mzJgxTWSRQqFQKBQKhUKhULQcnBUF10opR1ufCCF+r/rcusylljUCKeXyurdq2VijlOxFQZWUlJCUlESvXr1qrM/IyCAtLQ2Ajh07YjAYWL16Nd999x0eHh5kZWUxffp0wsPDuf766+nWrRuXX345b731Vo302t69e/Pbb7/x+eef8+yzz/KXv/yF6dOn8+CDD9K2bVuOHTvGf//7X3777TdefPFFu7XonCUlJYXc3Fy6du3KmDFjCAwMpF+/fuzbt0/r0jhgwAAtKqtqyqW7u7uN7b6+vioqsBIpJQaDwW5EoDNkZGSQmpoKoKUW5+Xl0apVK/Ly8ggMDMTf3x+TyaRF+z3xxBN8+umnPP300yxcuNBh2rCzuLu7M2jQIAYNGsSTTz7J/Pnzee211xg+fDhXX301Tz31lI04WF5ezvPPP8/27dv5z3/+Q+/evWuMWVBQwN69ewkPD9dSeTdv3szmzZvR6XSMGzcOgI0bN7JhwwYAJk2apO0fHBzMhAkT7Eby1oUQwiZCt6Wyb9++GoLg22+/zbBhw5rIIsWlyCuvvNKsxnH1WAqFQqFQKBSKSxtnRcGbqz23V8Sq+jaKJkSn0zmMgkpKSmLHjh0AWoSgFWvKYnh4OAaDgcLCQgYOHEhpaSlpaWkUFhaye/duJk+eTEpKCh9//DFz584lISGBZ599lvvuu0+rMWe145ZbbqF///7861//4osvvmDJkiWUlZUBFoFj/Pjx3H333Y06XmtNt169ehEYGMiYMWNsUoStf+1hNpsdplpf6lStBVlXxKk9qqbCgiVV++TJk5w+fZrjx49jMBgoKyvDYDDQrVs39Ho9HTp0YPbs2cybN4/S0lI+++yzRguDVjw9Pbnrrru47rrreO211/j444/5448/eP311+nbty9nzpzhwQcfZOvWrdxzzz1ce+21NcbYsGEDd955JydOnOChhx7Cz88PvV7PoEGDAIv4bGXo0KE2f63U9vpUwNmzZ3nppZdsll111VU2Eb4KxYVgyJAhzWocV4+lUCgUCoVCobi0cUoUlFJmuGIbxfnFbDY7FdXVq1cvm79V8fDw0JobWMU9Hx8fpk+fTlFREbt37yYhIQGA8PBwXnzxRQYOHMjHH3/Ms88+y9KlS3n//fdJTEy0GbdVq1bMmTOHW2+9lX/961+YTCZiYmKYNm0aQUFBWpRYQ+nRowfe3t7s2LGDW265RVtura1YWzOG+qRaX2pUr1VZH8xmM2VlZURFRWliqzVVu1WrVvj5+ZGdnc3p06dJTk7GaDQihCAhIYE33ngDb29v3n33XSZMmMDixYtp3769y44rKCiI119/nYEDB/L8889z0003MXToUA4cOMC5c+d44403uOyyy2z2MRqNvPjii3zwwQd06tSJtWvXMnjwYG29n58fgwcPZs+ePfTu3RtfX1/8/f1tIgQVdXPgwAGeeuoprZaoh4cH77//Pu3atWtiyxSXIps2bQIaL8S5ahxXj6VQKBQKhUKhuLRxShQUQvxFSvlTY7dRnF/sRXXZi4Lz9vauESFoj+p146yiR3XBcfTo0YSGhtK7d28++ugjRowYwQMPPMAzzzxTQ0zq2LEjb7zxhs2ykpKS+h9sNTw8PPjLX/7CkiVLePPNNzWRcfv27WzZsgWAkSNH2t3Xy8sLnU7nsBEK2Aqu1aMJa1t3sSOEaLBQak9s1el0WidsvV6Pj48PrVq1wmg0UlRURHJyMmazmaFDh3LllVdy9uxZFi1axNixY/nxxx9r1N9rLH369OGHH37gtddeY8mSJQQHB/Pll1/Sq1cvm67Xu3bt4vbbb+fgwYPcfvvtvPjii9pxVGXXrl3s2bOHiooKzd+Ki4vZvn07/fr1q/e5vNSiWJOSkmwEQYA33nhDCYKKJuOZZ54BYM2aNc1iHFePpVAoFAqFQqG4tHE2ffhFIUQef3YfbiWEGIxtN+IXASUKNiH2orocRcFVj5yzilp1UV5eTklJCSkpKfTo0QMfHx88PDyIiYlh5MiRdOnShS+//JJ33nmHf//734wYMYIxY8YQHx9P586d7UYwVlRUaOm/9qgtyq+8vJzy8nIAbrjhBpYuXcp3333HtGnTMJvN9O3bFzc3NxITEzGbzZjNZkpKSvDy8tIiIUtLSykrK+P48eN06NABNze3GnbWlkZbfV1LrUfobH1B6/WqWtfSuqzqtbRGDQYFBdGhQwcKCgowmUx06dIFKSUJCQnceuutXHPNNcyYMYMRI0awZMmSGoJ2WVmZU/aApRagv7+/tr3JZMLb25sXXniBxx9/HDc3N7y8vCgvL8dkMmE2m/n3v//N008/TUhICAsXLuSvf/0r5eXlnDt3jo0bN6LT6ejVqxeHDx/WmvTExcVp8+7cuZNdu3ah0+ls6uGVlJRoTXC8vb0Biwio0+moqKggLy8Pb29vDAYDYL/T88VIaWmp3eW//fYb9913n+YXAA8++GCNRkYKhUKhUCgUCoVCoXANzoqCvYEN2IqAG6tt41i5UVwQ7HWErSoUWgWF6uJOcXGxU+mz1nTQPXv2sHnzZvbs2cONN94IwOeff05hYSFSSqKiovjHP/5Bamoqq1atYvlyS9+XTp06MX78eMaPH8/o0aMJCgoCLMJMbVFQtQkh5eXl2r4TJ04kLCyMr776imuuuQadToeHh4dNPbeCggIOHz5M586d8fX15fDhw8TExFBeXk5ubq5W2666PbWl0TYmxba5Yj3nVaMgq4qfdXUetu5T3Z90Op02tk6n0xq8eHp6otfrGTt2rBYV5+HhQe/evdm2bRv/+9//uPbaa7nssss0Ya7qmFXrWFanrKyMxYsXs3DhQrZs2cK4ceOYO3cuXbt2pUePHg79q7CwkLvuuotFixYxZcoUPvjgAyIiItDpdJSXl7NmzRp++OEHAJKTkykrK+Ps2bN4eXlRUVGhjdu7d2/MZjO9e/e2mWvv3r3s2LGD4uJiRowYoTVhCQkJIS8vj6ysLMLCwggICECv1yOEsGtrSxAK8/LyePDBBwHYtm0b/v7+bN26lW7dujWxZQqFQqFQKBQKhULRcnFWFNwCXF/LegEsarw5CldjTygsKioiJyeH0NBQ/P39nRa1rCmeXbt2JSUlhYKCArZt28aZM2coLCykdevWhIaGcuzYMYqLi3njjTeYN28eR44cYeXKlaxatYpFixbx8ccfAxaRMCEhgYSEBBITE0lMTCQ8PNxG5CguLubkyZNkZ2eTk5NDXl4eCQkJ9OvXr4YQ5O7uzg033MDcuXM5deoUbdq0qWH/2rVrMZvNhISEkJWVRXJyMgDdunXDYDBQWlpKXl4eYWFhDs9j1ag3R+JXS6GqEOisnziKqiwvLycjI4PIyEg8PDyAmumx1c/jtm3b2Lx5M8OGDWPFihXMmDGD66+/nr/97W9cd911DtOJzWYza9asYeHChXz33XeUlJQQFxfHgw8+yIIFC0hISOCRRx7hsccesytw7t+/nxtuuIFDhw7x8ssv89RTT1FcXMyqVasYOnQo3t7e9O/fn8LCQkpKSkhISCArK4u8vDySkpIoLy9n6tSpgEVAtZe63rNnTwwGA5GRkdprKzs7G4CQkBDtr6uarDRX0tLSuPfee7VoYTc3NzZt2qQEQYVCoVAoFAqFQqE4zzgrCj4hpTxW2wZCiCddYI+iCaitbpxVyAkPD8dsNmsC2I033sjWrVvJzc0lLS2NNm3aEBsbS3x8PGlpaeTl5bFp0yYmTpxITEwMd999NzfddBPr16/H3d2dnTt3snv3bnbv3s3333+vzRccHExsbCz5+flkZ2dTWFho166AgABGjRrFnXfeybhx47TlM2bM4O233+bzzz/nrrvuIikpia5du3Lw4EHMZjMnT54kLCyMoKAgrXFF586dcXd3p1u3buTl5dmkL9ZGYzvzXgxUFQLtCcx17VOVjIwMjhw5AkB0dDRgm95uT2zs378/YGmK4+Pjw6pVq7j11lt56aWXeOmll2jXrh3Dhg2jS5cuBAcH07p1azZs2MD//vc/jh07RqtWrTT/u+uuuxBCMGjQIF577TVef/11vvjiC958802uvPJKbc6vvvqKe+65Bz8/P9577z3uvfdeADZu3MiGDRsAGDt2rFZj8/bbb+fmm28mJycHo9HIsWPHyMjI4KWXXmL27NlaPTyDwUBycjLx8fHo9Xr0ej0jRozQRFFrTUurEBgaGorZbKa4uLjF1hRct24dd911l/a8devWfPfdd7V2C1coFAqFQqFQKBQKhWtwVhScJ4S4QUqZ5GgDKeU6F9l0XhFChAFdgBPAWSnlGSGEkLUVrmth+Pn5odPp8Pb2pri4uNZaZVYhJz8/n/Lycjp37qxFdIWFhbF582ZycnLw9fXl4MGDuLu7c9ddd7Fp06YanRHXrl3Lzz//zOTJk3nqqae05T/99BPffvstRUVFFBUVkZaWRkREBBMmTKCwsJCMjAwGDhxI27ZtGTRoEEePHmXRokXs3LmTqVOnsmjRIq644grAkoaq0+nYv38/KSkpbNu2jaSkJEpLS+nVqxf9+vUjKiqK0tJSvLy8bMQHd3d3LZ3VmeYhLTFtuDq1CYGOzpEjkTkyMtLmL9jWHbSHr68vo0aN0pp+6PV6HnjgAbp27crWrVs5ePAgGzduZMmSJdo+Hh4ejBgxgpdeegm9Xs+qVauIiIjQfHzy5MkEBQUhhOCxxx5j+vTpXH755bz99tt8/PHH/OMf/2DIkCHce++9NoLz0KFDKS0tpVWrVpSWluLt7c2hQ4dYsWIFYHmtFBYWcvbsWX766SfKysrQ6/U89thjgCXFePfu3UgpGTBggHZ+qzZhCQkJoaSkRBMBW3pn7Oeee87m+aJFi4iNjW0iaxQtnaioKI4ds//7ZseOHe0uf/fdd10yt6vGcfVYCoVCoVAoFIpLG2dFQQFcLYR4CcgHfgd+lVJmnjfLzgNCiO7A51gEwXAgWwjxDynleiGETkpprn2EloFVtHGmlqBVwCkpKSEzM5PWrVvj4eGBXq8nOjqaiRMnUlBQQFxcHEeOHCEhIQE/Pz8mTpxYY6w2bdrQunVr2rRpQ3FxMTt37qRPnz4MHz6ctLQ0SktLSUxMxGQyUVhYyIQJEwBLNJE12i8oKIgePXpw2WWXsWHDBl544QWmT5+uCYMvvPAC3t7ePPvss7Rt2xaTyaTt26dPHzw9PcnIyCAoKEgTokwmkxYhaE1JdlQ/r6oQ1pjOvC2B+tQYBItY16lTJ5t6hVVTh53V5RMTExFCcO2117JgwQLuuOMOtm7dyqZNm4iJiaFz584kJCTQoUMHioqK8Pf3Z9CgQdr+/v7+jB8/HrA0t/i///s/PvzwQ7p160ZFRQVTpkxh6tSp9O3b1yZq1N/fn5iYGFJSUggICKBr16707t2bd999F6PRSI8ePSgpKaGkpIQePXqQnp6u1dwEiIuLAyA+Pt6uz4Gl5uWBAwfo1q2bjY/q9XrtfLWELtfnzp3j888/p6ioSFv2+uuv2wjGCoWrOXbsmNP3GSuJiYkumdtV47h6LIVCoVAoFArFpY1w5gOyEOJyKeWyyv8DgNHAWCACyAD+B6yRUhY5HqVpEUJ4Au8DK6WU3wghxgBXArcA10spf3YkDAoh2gN2BdAXXniBOXPmnD/DzwP2auLV1azAmkZsjZLy8/PD19fXRtgRQjhs+CClpLS0lNTUVGJjY9m6dStbt25lwIABDB48GKPRyJ49e0hISGDt2rVapGH//v1JT09n7969HD9+nAEDBjB58mRNFMnNzeXyyy9n165dPPbYY7z22ms888wzvPDCC0gptdp1VtLT00lLSyM6OppOnToBkJOTQ3Z2Nu3atSMoKIgTJ04QHh6OyWSqIcAUFRVRUFBAQECAQ0FQCMGcOXN48cUX7a0Ol1JmVdv+ovQvR5GCtfmXlFL73ypKW89l1XXVsUYKVuWPP/5g586d9O/fn/j4ePbs2UP37t0pKCigXbt22rV3VJPPbDZz7tw5fHx8SEtL45577sHLy4uYmBh0Oh2TJk3iL3/5i80+xcXFbN++nd69ezuMELXnd9Wp6nPW6FSA1NRUrbN39Yi5qufrzTffdMq/mqNvFRUV8dlnn/Hpp59y7tw5wsLCWLBgAeHh4QBaGrWiaXD23lXVtzIzM7VyDM0ZIUS9RcFff/0VwCZquCG4ahxnxmrIcV5osrKytNc8dt4XFQqFQqFQKBQXBqdEQbs7CuEGDAFmATOACills/42J4T4BvhdSvl+5fO2wOPAw8AUKeUqe6nEF+OXn9qofs3rIw6WlpZqqZM6nQ6DwUBRURF+fn7o9XqHYojZbEYIQUlJCWlpaYSFhbF//34SExNxd3fXRCWDwcD69es5dOgQ1113HT4+Pvzxxx/ExsaSkZFB9+7dtag/nU7HgQMHCA0N5ZprrmH79u0AZGdn4+3tTXp6OhEREaSnp9OtWzf0ej3l5eWaGOPp6QlARUWFFrV1/Phxjhw5QkxMDDExMXaPo65zVX15XV9+Wqp/VRf9qq6z/l9cXAygiYJWPygrK+PQoUN06dIFT09Pmy7TZrOZkpISzGYz+/bto1OnThw9epRevXrVSEM2Go0kJSWRmJiodVDevXu3Fmlz9uxZfH190ev1GAwGtmzZQkBAAKdOnWLYsGG0bt1aO5atW7cSHR1NUVERISEhBAcHYzQaNRFPr9dTWlrK0aNHiY2NtZsSbTQaSU5Opnv37hgMBlq3bm0jpJeXl3PixAmbZixWHEUK1uZfTeVb1qYh1UlPT+f//u//2Lt3L927dwfgiSeesGkYo0TB5kNz9K3G0BCxbNSoUQCsWbOmUXO7ahxnxqorTTo9Pb3RNjQWJQoqFAqFQqFQNA+cTR8GtPTb8ZWPEYAPsBt4A0u0YHNnI9BTCBElpUyXUp4SQrwMuGGpmzhNSrmniW0871QXraqmEdeVBurl5WXzpd3Pzw83NzctBdSRUGYVMY4cOUJKSgpSSoYNGwZYBATrfnv37mX16tVIKTl69CgABw8exN/fn7Fjx7J8+XJWr16NwWAgICCA5ORkYmJiePHFFzl79iytW7fGx8eHgwcPkpKSwubNm0lLS6N9+/bMnj0bX19foqKibKLSqtYStFf3rvpxOJMqeyljPa9Vay7a8wshBDqdjoKCAnQ6nc12hw4d0jpD9+zZEw8PD4QQlJeXc/DgQQICAggJCWHYsGGsW7eOzZs3U1FRUaPL76ZNm9iyZYu2bseOHdrz4cOHI4TQfNfb25vJkydr+5rNfwYNb968mc2bN1NeXk6fPn3w8PBg69atmihYUVFBYmIiX3/9NWARNfv161fjmFNSUtixYwclJSUEBQURGBhoc248PT3titFgiXi8mH0vJyeHW2+9lf3795Obm4uUkq1bt170qdAKRXOjNtGvrh/+FAqFQqFQKBSXFk6JgkKIhcAYoD1wFPgVuA1YLaXMP3/mNY7KVGcAo5SyHNgB3IOlluDbUsoCKeU5IcQHQDAwHNhzqTUeaUzDjIqKCnJycoiMjHTqy701JdJRM4HExEQMBoP2P1giyvr06QNAhw4dCAsLIzQ0FKPRiJeXFwaDgfT0dHr37k2fPn3Q6/V0794dIQQGg4GdO3dqaZ/VRaPqeHh4EB0drb44uQBnBNTqvmdNU4+KigKgS5cuNttnZGSQlWUJKLEKt3379kVKaVeEsy6z97e6EFkb1pqEgwYNws/Pjz/++IMdO3bQvXt3+vbtS2JiIrt37yYvL4927doRFxenRQXGxMSQnZ1NdHQ0cXFxWtRsVdHzUuCjjz7i+PHjuLu7ExkZydy5c5UgqFAoFAqFQqFQKBRNiLORgnrAG/gW+BBYL6UsO29WuQAhRGdgPmAA2gohhksp1wohnsPSbKRcCPGhlDJPSpkqhDiEJR36/UtJEITGRb9ZuxMDREdH17m9t7c3Xbp0ITMzk/DwcC2F14qvr6/WBMLK8OHDtf+7du2Kv78/Z8+e5Y8//sDd3Z3Y2FiCg4OJi4vj9OnTBAcHc+LECbp164abmxuenp6cPHlSExYbgjPdiBX1p2qzFimljT/ZE8uqRnJar4OPj49dsdca6Td8+HBtW19f3zqFYXv4+flp9bvKy8sJDAwkPj6e+Ph4QkJCEEJoInZCQgJ6vZ7t27ezbds21q9fT3BwMJmZmYwcOZKBAwdSWlqKXq+vIXq2REpLS9mzZw+HDh3Smry88847F3XUo0KhUCgUCoVCoVC0BJwSBaWU1wpLOE1vYBzwgBBCYknH/VVKues82lhvhBCdgA+AT4EjwMvAG0KI+6SUi4QQ3sB7gJ8Q4kcp5R/AISBcCOHZ3AXPpsIqjFnTLaHudFt7ZGZmasJP27Zt2blzJ507dyYkJASdTofRaGTnzp0A9OnTxyaC0dPTk6ioKEpKSjCZTFRUVNCzZ0/0ej3p6emkp6dz5MgRCgoKEELQo0cP4uPj6dChQw0xzxqVZq9+W3Xq02lXCYj2qa0eo7WupbXGlCN/skZyOoPRaNSuGcD27dvp169fjQYx1rqD9moS2htz9erVeHt70759e5s6fz4+PgwZMkQTI+Pi4khLS6OoqIj8/HxMJhPp6el07doVLy+vSyJCMDMzk5dffpmcnBzc3NwYOnQoc+bMUYKgQqFQKBQKhUKhUDQDnK4pWBk9t7PyYe3mOwx4RggxAvhNSjn9vFhZD4QQHsBdlfbMr1y2FAgE3IQQ7lLKT4UQOcD9wPjKKMEewI1KEHRMVWFMr9dr6buhoaEOO7xWx2Qy4e7uTseOHQkPD9fSMPPy8hg7diy+vr7s2bOHb775Rmte0rdv3xrjeHt7069fPyoqKjThzVro3hop2LFjR83Wqn+tZGRkkJqaCtQd5VifFOv6CIiXEkVFReTk5BAaGoq/v79NgxvrOQsICKjzWjgr5la97uvXr2fLli0ANSIFk5KSNBF64MCBdseqqKjgzJkzHD16lOzsbDp06EB0dDQVFRUOhUS9Xs8VV1zBvn37KCws1GpkXiqUlpby2muvsWHDBnx9fZk4cSKPPvooAQEBde+sUDQTPvroo2Y1jqvHUigUCoVCoVBc2jhbU3C2lPLflf8HA2OxNBsZB3QETgP2201eYKSU5UKINCBECOEtpSwBwrCkBg8C4oQQz0opPxdC7ABCgHAgWUqZ2XSWN3+sgpinpyfp6el4eHjg6empRUZVj8CyR15enlZ3zdPTU6vt1rlzZ/R6PYWFhSQnJ9O2bVtiYmK0DqWOKCkpYefOnZSWljJo0CCtFl3nzp05c+YMXl5euLu727WtPlGO9UmxbkyNxkuJquKp9VzVFakH9lPWTSaT1kHa2s3X2vhm+/bt9OjRA8Bu3cFevXrZ/HU057p16+jfvz99+vQhKiqKlJQUrXalVTRs3bq1TRSkt7c3ffr04dy5c3Ts2JGIiAhtnT2bWwoVFRV8/fXX7Nixg5CQEKZOncrs2bOVSK646OjatWuzGsfVYykUCoVCoVAoLm2c/Sb6SGWNvnFAAlAKbAD+BfyvOXTsFUKEAAFACfANYJJSllTaHY2lwUgu8DDwjhDikJRyC5ADJDeR2RcVOp0OX19fcnJyyM/PJygoiHbt2mn10ZwhODjY5q+vry9DhgzRhJQtW7Zw4sQJYmNjufLKK7VIsLKyMrKysmjfvr1NHcKDBw/yyy+/UF5eDkBQUBDdu3ensLCQU6dOIYTQOgtXpz6pqPVBdSi2j5+fn9bcA2p2J3a26Yc9MTcvL4/s7GwAm+u9b98+du2yVDdwVEtQr9c7jBC0cuzYMTIyMujYsSMjR45k8+bNrFq1ipKSEgYPHkxOTg779u0jPj6esLAwm311Oh1BQUEEBQXZLM/Ly9Oapjjy0YuV9PR05s+fz+nTpxk4cCD33ntvnSn6CkVzZNmyZQBcfvnlzWIcV4+lUCgUCoVCobi0cVYU7IIlOnAV8DiwoTml2QohYoEvgDPASOBpLPUEkVIeFkLcJqUsqtz8KSFEb2AmsKUJzL2oEUIQEhICQEhICO7u7vX6su/u7l5DALFGdAEMHjwYk8nE8OHD8fLy0rbJzMwkNTUVKaWNkNejRw8KCwspKSnB3d2dHTt2UFxcjIeHB8HBwWRlZREYGGgzVlUqKirIzc0lJCTE6RRoe6g6gnVTXSwVQtR47oiq6zw9PYmJibFZX9Unq9KzZ0+klPTs2bPeHaWFEFoHayEE/fv3Z8CAAeh0OsrLyykuLqa8vBw3NzeMRiOnT59m165dTJw40e5c1X3Nkc2OcNT/qKn6Itmbt7i4mDVr1rBu3Tp8fHwICwvjhRdewNvbuwksVCgaz1tvvQU0XoBz1TiuHkuhUCgUCoVCcWnjrCj4s5SyWX76FEJEAJ8A70opFwshHgVeAPYAawGsgqAQQielNAO7gHNNZPJFj7u7e41oKFfh7+/PlClTaix3lOrr7e3NqFGjAMjPz+fkyZOUlZVx4MABWrVqpdnrqKlDbm6uS6K1VB3BpsXNzc3u9dPr9QwaNKhRYycnJ7N3714b4bh///54e3trKcedOnUiNTWVvLw8Dh06ZNffqvuaI5svZjZs2MCnn36Kp6cnAwYM4JFHHiEwMLCpzVIoFAqFQqFQKBQKhR2cFQWXCiFuxpIqnH0+DWoAg4H9UsrFAFLKtypTiR8QQqyTUkohhA/gD+QKISZU7nNH05msqC/OpPpmZmbi5uZGq1at6N27N507d+bEiRN06dLF4T71jdZyhKoj2HKJi4sjNTWVsrIyUlNTiY+Pr5Fy7OHhwdixYzl06JBDf3OVrzVnAgMDiY2NJSIigltvvVUJ5AqFQqFQKBQKhULRjHFWFHwSeA0QQogO1oVSyuPnxar6kQ30qUwhPiqlrACWAI/IP/PbemNJK+4GRAB3SikPNom1ilqpK523tLRUE16sKcElJSWkpqYSGRmJ2WwmPDycoKAghBA16rhVx5rCak33NJvNGI3GeqcBqzqCzQdXpISXlpayb98+pJTEx8fz17/+ldTUVGJjYx3u4+Xl5TAiFRxHM5rNZoqLiwFLjc3GpLE3BadPn2bx4sWMHj2a+Ph4fHx86NKli0oZVigUCoVCoVAoFIpmjrOqR46U8jMpZRbwIrAZmHPerKoHUsoNwI3AyUpBECnlTqBCCBEghPDG0l24BPgIuFlKeaDJDG5GmM1mioqKtO7BF4KKigpycnKoqLDfrPrkyZMkJSVx8uRJu+sPHTpEcnIyhw4d0palpqaSkpJCRkYGMTExlJWVYTQatfUmk4mcnBxMJlON8YxGIwUFBdr21ucGg6Exh3lJ0hT+ZI+6fMgZDh06xOrVq/npp584cOAA3t7exMfHu0Toqv4aMBqN5OTkkJOTY+O3FwNms5lPPvmEzz77jPnz51NUVETPnj0d1vBUKBQKhUKhUCgUCkXzwdlIQa2ivJTyViHE71LKWefJpnojpTxi/V8I4QF4Aj6At5SyQAgxDDACW6SUNZWhS5SmqIPX2Bp+1tTMqima1uit2NhYrTNx1W7I1bu8WqMB9Xq9tl31vyoNuP5cDHUVnW0I06VLF7Kzszl9+nSd0ab1pfprQK/Xa68FZ7t4NwfMZjOnT58mODiYtm3b0qNHD62ruELRUvj888+b1TiuHkuhUCgUCoVCcWnjrChYnRptJ4UQ/yelfLaR9rgCM2AA8qSUp4QQDwP3Ab2VIGhLU9TBq6uuWlhYGO7u7g7X20vRtEZxWfH19QX+7I5qFSqsf63RgNZtrduDJQ3Y19e33p1qFc2nrmJtPuSscOnl5cWYMWPIy8tzudBV/TWg0+nw9/d36RwXAqPRiMlkYvz48XTu3JmBAwfi7t7QtxSFonlSvblVU4/j6rEUCoVCoVAoFJc2zn6DayWEGAwIB88BJgFNLgpaU4iFEDlCiK+BqcAAKeWeprWs+dEUdfDq6rhqb/2fpSFrIqWsU8Bzd3e3GbN6VKDCNTSXuoq1+Vh9hMvz1R24pXQdrvo6qqsJkEJxoYiKiuLYsWN213Xs2LHe43311VcAXHfddY2yy1XjNHasjh07OnzP7NixI+np6Y0xTaFQKBQKhUJxkeGsKNgb2ICtCLix2jaOlZsLiPjz0+5QYAyWCEElCDYxtQl3jYnKE0LY3b+2NFE3N7dmIV4pXIMj/7HnA9WFy4b6ZVNEkjqa80LaUvWcqteRojly7NixWn9Iqi/z5s0DGi/muWqcxo5Vm+inIuQVCoVCoVAoLj2cbTSyBYgGOjl4RANbz4eB9UVWArwD9FKCYMtCSklxcXGdX/qsaaKOGoY0l6YYivNHdR9oqmveknytoKCA1NRULQVboVAoFAqFQqFQKBQXL85GCj4ppbSfj1OJEOJJF9jjMqSUy5vaBoVrkFJiMBjw9vYmNzdX6yJctRZgdepKE70YmmIobHG2SYiV6j5wPq95bba1BF8zmUzk5uZSVlZGUVERBoOBwMDApjZLoVAoFAqFQqFQKBSNwClRUEq5zhXbKBT1wSq0WCOtioqKMJlMuLu711kTrq76ds2lKYbCeeorrlX3gcZe84YKfy3B106dOkVaWhodOnQgNjbWYSMghUKhUCgUCoVCoVBcPKhWkYpmi1Vo8fPzIyAgAG9vb0pKSvDx8Wl07aPm0hRD4TyNFdcae80bKvy1BF/z8fHRXocqQlChUCgUCoVCoVAoWgZKFFQ0W6oKLVYRsLaUYUXLpqnFtZYu/NVGQEAAsbGxF3W0o0LREJYuXdqsxnH1WAqFQqFQKBSKSxslCiqaLVahxZWdJK3UNWZ9IxHrW+9O0fyp7iNCCE2UllK6rFNnU/uOo9eCtZan1a6WLHoqFI5wVaq8K1PuVfq+QqFQKBQKhcJVKPVC0eyp2nFYCFHj4aqxne1sbI+6uh0r6uZCd+l1NJ91+fkQo+3R3HxHSsm5c+c4cuQIZ86caTZ2KRRNwYIFC1iwYEGzGcfVYykUCoVCoVAoLm1UpKCi2XM+u7cWFRWRk5NDaGgoOp2uwfO0hGYSTc2F7tLraL6qy6tGBlqj5lwVIWiluflOUVERKSkplJeXExER0WzsUiiaAqv4NnPmzGYxjqvHUigUCoVCoVBc2lxyoqAQwgcol1KWN7UtCudwtWhSNV3TVfOo9MrGc6HFMUfz2VtuMBg4e/YsRUVFtG3b1qXCYHPyHSklRUVFtGrVCk9PTzp27KjS4RXNjqioKI4dO2Z3XceOHS+wNQrFxYUQohXwP6AHMEhKua/a+lDgO6AcqABuBE4BC4Fw4Chwh5TS1Eg7BgDvVc6TCdwspSwXQrwODAHSgVnN/fO6o+NoWqsUCoVCoXCeS+rbnhCiK5Y3blWQ5yLCKpq4Spyomq7p5+dHu3bt8PPz02rGuToSTOEcrr7ODZ3PuryqH/j4+ODu7o7JZGrR6bQGgwGz2UxwcDAxMTG4ubk1tUkKRQ2OHTumlXyo/khPT29q8xSKZoUQYkG1RQbgMsBRx5pcYJiUciTwGXAb8FfgqJRyNHAAmOYC0zKAMVLKEVgEwKlCiAQgXEo5vHKeq10wz/mmxnE0rTkKhUKhUNSPS0YUFELEYhEEN0ops5vaHoVrqU89Oh8fHwICArRUUEdC4IWucadwDefjugkhaNu2LYGBgbVGMl6sPlNRUUFOTg6enp4EBga6PBpSoVA0fzp27Gi3bq/1MXLkSEaNGmXzUFx8SCnLpZSna1lfIaW0von5A8lADLC7ctlOYIR1eyHETCHE70KIbUKIkfWwI1tKaax8WgaYsUQIrqpc9gsw1N6+QoifhRCycs7EymWxQgiTECKg8nkPIcRuIcQhIcRgZ+2qLw6OQ6FQKBSKi4ZLQhQUQnQC/gvMl1IuEELohBCdhRAxlWkSCCGcOhfh4eE2H5LnzJlzHi1XOEt9mjXodDqnIgIb0wBizpw5mo+Eh4c7vZ/yr8Zzvhp3OBNJeqGahjTEv2rzrdzcXLKysjhz5oyKlr3Eaei9S3Hxk56ebjf68vfffwdg9erVrFmzRns0d4QQ9wkhtgshSu1Ey1Xf9gshRLYQoqBSRJpdZZ2XEOI/QohjQojCSqFpclPbL4SIEkKsEELkCyFOCiHeF0K4pCyQECJRCLEFuA+LCJgCjKlcPQ4IqtyuHzClct144LEGzNURmAAsqxy3oHLVOaC1vX2klJOxpOq+KaXcXbl4JOAGDKvcJgWYhyXV+Y/62lVfqh2HQqFQKBQXDeJCddhsKirFvhlAvJTy8cpliwFPoBtQCPxNSvk/IYSQdk6IEKI9lg8fZGZm0r59+wtmv8I5qtYJdCb9tC6/F0LUe0xHZGVlVf1yHS6lzKo2l/IvF+Kq6+aMj5yvuetDbf7ljG9JKamoqCA3N5eQkJAaKcNKILx0aaxvnS+EEBe0Ozg0vtapq8Zx9VjOsGbNGkaPHk15eTnu7n9qTlu3bmXAgAENGrOu90VXIISYhiVqayKgl1LOrGXbOCBVSlkqhOgGrAEuk1LuEEL4Ao8DC4DjWESwRUBPKWW6q+121n4hxAostf7uAgKx1An8REo5VwjRAUvqL1g+6x6o/H+ClLKscv8FWEQ1m5qC1ea4FovgdzfwJtAbS+RgmZTyUSHEq8Bk4GzlLhlSyhlCiDBgsZ0hr5dSnqwyfgDwE3C7lPKgEOIeoEhK+ZkQoi9wq5TyPge2fQkUSCnvrnw+H2gH7JVSPlFl2T1SyhJHx1gXzhxL9eNo6FwKhUKhUDQFLb7RiJTSLIRYC0ghxF+By4H9UsoXhRDDsNRF+VYIMUVKub5JjVU0mPo2a3BG6GhODSAUzuOq69YQMexi9BkhBO7u7oSFhTW1KQpFs8NVwpsrBbym7gienp7OnDlztC7IzRUp5begRbNF1LFtctWnlY8YYIeUshiYU2X9T0KIo0BfLDXkEELcDjyMpRHHJuAWKeWp82x/J+D9SsHrpBDiFyCuct/jwKjK/RfUJohWRwjhaRUOsUTrGSp/MH+0cv0c4LfK9Z7AfVLKDZXr3CvnP2mdv5Z53LGIbS9WEdI2AY9gETQnAhtrGWINlnNuxQ9LlN4tVZZ52RMEhRB3AM8AmyuPcSiW9OgXgVewiJ9vSyk/qOtYHByHQqFQKBQXDS1WFBRCeEspS4QQblLK9Mo37VFACZZUYqSUG4QQBwEf4HYhxHagxF60oEKhUCgUikuLDz74AIB77rmnWYzj6rHqw9ixYxFCUFJSQrdu3S7YvEKId4FEB6t3SykfctE8HwAzAT2wC1jhYLtQoAuWiDmEEM8AVwFXYIkk/AB4GbjDFXbVwrvA9UKINVjSbicDzzmzY2WUYSLQVQjxEZb6fXdLKV8AEoUQb2LpPFwCzKqMlluEJXJxtZRyXeVQHwPzhRDlQClwM5DjpP3TgYHAc0KI54B5UsqvhBA5Qoj1WM7lm7Xsvxb4WAjRFsvn+KOVy94TQvgBYUCqvR2llB9XRjvfBsQDRiwNQwzAtVhEwbVCiI+d6LJs9zicOH6FQqFQKJoFLbKmoBCiM/CZEOK/wFdCCD8pZSqWDz1LqUx5AqgstrwNCJRSGptCEGwudeOagx31seF8NnVoDufCHk1lV1Oej/M9tyM/aonnuj6vmaZ+Daj5m25+V8/dFMfiqjm//vprvv7660bPWZ9x6mPThTy3q1evZtSoUSxebC+T8vwhpXxISjnKweMhF85zD5bGGsOBb7GIXDYIITyAL4GFUsoDlYLUs8B0KWVqZYTdf4D+rrKrFtZhiQwsAE4A24Hvq29kL0pQSjlFStleSjlYSrlASnmyUhBESrlVSjlCSjlaSjm5spHGycrnY6WUr1QZ56CUcmjltZgopXRWEERK+bmUMrjKtfyqcvnjUsrhUsobq0Qs2tv/EJCNpZbgSCyCYAqWVOZhWJqhrKnDjK1SynOV8xzGknosgSQskYdtG3ocCoVCoVBcLLS4moLC0lRkPpZoQIGlnqAvMKQyclBXmVLsbv31TwhxHZZfeGfLPzuIVR3zvNZOupD1kZq7HfWxoaioiIKCAgICAlyesunKc+HKmoJNdY2a0jfO99yO/OhiOdf1qfsWEBDg9Gumqe8Hav6mf825qqagq4/FmfFcNae1w64zjTVqm7M+49THpgvhJ1VrCnp4eNjMt3LlSl599dV6H9eFqCloRQjxMhBRzxTaD4EUKeXcKst0WD5bBgBTpZTlQojpwOdAUdXdgV1SylHVxlyDRbyyx0Yp5TBn7a+05SiWSL03sQhY84GDsrKe3qWAEGIRcAbwAB6VUhYKIb4BDgHBwIP2PtdX7jsHiLKe18rrs0BKuaDyuQQ6yfNYN1KhUCgUiuZAi0ofrvwF9wFgmZTyE2EpCrYeeAPLr4a/WjYT3sCdlanDHbCkCjzg6IODonliravU1PWVFBc3l5IfXUrHqri4iYqK4tixY3bXdezY8QJbowDw8PAA7NdbjYqKYteuXXz44Yc8/fTTLp33QqUPV8MdS01Bqw0CSwRgKDBFSlleuao18J2U8pq6BqwuEjaS1lg+v74vpSwFSoUQn2JJW65VFBRCtMLSlKQHMEhWazRSmR79HVCOJYX4RiwNTRZiqZl4FEtH37rSamtFCDEAeK9ynkzg5kqh9XVgCJZ6jbOqnGt7rMHyuX+vlLKwctlaLCm9qepzvUKhUCgUddOiRMHKDxPFQLkQwktausgdwpJW0R/4VUpZAVQIIfZjqX1iAu6VtRcH1tKsT548yalTp3jjjTdISUlhxQq7JWfqzaRJk3Bzc+OTTz7RliUlJfH++++TkJDArl27uOuuu+jXr59L5nNEVtZ5+7H+vNlQUFDQLOxwxMmTJ6s+tZeyb+NfddFU16gpfeNCzG3Pjy6Gc12Hf9n1LWdfM019P1DzN+1rriG+Vdt49eHYsWNkZmY6XO/MeK44f6WlpfUay9F29R2nPjadbz/Jzc0FLNekY8eONa7L1VdfzR9//MHPP//MsmXL8PPz4/333+eWW25h3bp1PPDAAyQmJnLq1Ck++eQTunfvzoYNG6oOUWspm4aKfpW1pN0BN8Ct8gdhU3UxqzIFeAyW7rFGYBwWUWl6lc3mAd2BcdWEpp3Ai0KIPlLKnZVdaEcDPza2HE1t9kspcyubndxdWf/PD0uDjSQnhjYAlwH/cLA+FxhWmVUzE0vdvQPAUSnlTUKIJ7A06WtsPnwGMEZKaRSWLsZThRCHsUSODhdCPAtcjaWWoSPWAh8Cy6stewdLIIBCoVAoFIo6aBHpw0KIECzpHMVAApWFkLEcn1kIMRgYK6V8WQgRDuiklBmVhYjLK39lrW383lg++CkUjaWPlHJX1QXKvxQuxMa/lG8pXIjyLcX5osb7oiuoTA99odriF6WUc4QQPwPrpZSvCCHaYKk3nYBFoDwGzJVSflI5TkcsUWulWH5ItnKnlPJLIcQDWLrgtsFSz26ZlPLu82l/5fpELM1GErBE9P0G3O9sXT8hxALgzeqRgtW2uR/LD+tdsETefSOEGAdcKaW8r3KbmVgEST/gMSnlWqcO0HaeF4E9WCIxi6WUnwkh+gK3WuepZd9sLOV/llc+12ERNq+RUq52sM8NWLoMe2PpONwGS9fjk8CtwOPAX4EtWCJDz9T3mBQKhUKhuFi46CMFhRCxwBdYaooMB54Ellb+QmtVPN2wfKABCATeFkI8UEd0oEKhUCgUCoXiIqRSPJvjYN3kKv+fxnGtP6SUx7DUCXS0fi4w19H6hlKb/ZXrdwOjXD0vaILjR1g+M0/AIoZOAr7BEkkZVLldP2AKlkjLVljqK9ZLFKwUXSdgSX1+HEvzEIBzWNKka0VK2a7ac3Nd+0kp/4ulPmRV/l7l/2l1zatQKBQKRUvhohYFhRARwCfAu1LKxUKIx7C8qScDp4QQolIcPMOfXeTGAeOxRBM6yz6gT+X/pyv3HQw8D1g/WP5YOff2ynWzsaRcTMLy62N1crA0QbFybaVtd1RZ1g5LysoOoC/wHLC3HnYrmgc6LL9Cg8WXqmPPvxQKZ6nNv5RvKRqD8i1FXYwEXgLuxNKp9SUsteduwfIZ6AogHngISzOIJ4GtQBQWgakY+++LikYghAgD7LWJvl5KWWe+f6XgOFAIcS3wNHA3MEoI8RuWz9jWMa7C8qP775XPM+ozf2W69efAzMoSQGexZP6ARWRUEXoKhUKhUJxnLur0YSHENcBoKeU9VZa9iuUDytXWei5CCH/gPizC4CvAUCnljkbOPQpL2kW/yufFWOqzlAB6IFpKOcPhADXHmwn8RUp5dZVlO7HUO/xDCNETS32UsMbWqVEoFAqFQqFQXLo4Sh8WQnhKKcsq/58ITJRSPlJl/RzgNynlOiHEW1garWyoXOfubAOSypqJPwJvWdN8KyMUH5FS3iyEeAZLHcPaagoqFAqFQqFoJBd1pCCWFIM+lSnERyubiCzB8oHCKggGYEn7eAlLOvGgxgqCDtgDfCulTBJCeGGpRdJYIvkzjSIb8HLBmAqFQqFQKBSKSxQhxAosHZ27CiE+An4B7pZSvgAkVjYvqcDyQ/esysi/RVTW7JZSrqsc6mNgvhCiHMsP7zdjyYRxhunAQOA5IcRzwDwp5VdCiBwhxHrgOPCmCw5XoVAoFApFLVzUkYIAQogYIEdKWVRl2UIskYFmLGm5eVhEun9IKVNcMOdILB98JmFJ730LSyrMo0AqlrTfJdZfTp0Yb2rleF2Bz6SUb1Qu/2ul/UlADyyi43eNtV+hUCgUCoVCoVAoFAqFQnFpc9GLglURQngAnsACLGm3p4QQ7wP5WOoO5jVi3PjKp6p2kqK+2NTlklKWV12p/EvRSBz6l/ItRSNRvqU4XyjfUpwvav3MpVAoFAqFwpaLPX24OmbAAORVCoIPA/cAiQ0VBCuJB3a6wkDFJU8fYFe1Zcq/FK6iun8p31K4CuVbivOF8i3F+cLeZy6FQqFQKBRVaFGiYGVNQSrrkXwNTAUGSCmTmtYyhUKhUCgUCoVCoVAoFAqFovnQokRBIYSo/HcoMAboLaXc44KhT1v/2bFjB2FhYS4Y8k/Cw8PJzMx06ZhVMZvNGI1G9Ho9Op3uvNlRVyr6n5fHluLiYs6dO4e7uzu9e/fmxIkTTu13PnHlNTl58iR9+/a1Pj1tZxOn/et8+0p95nXWr87H3K6iqs9KKbXjMRqNdOnShUOHDuHj42N33/Pll/U93jr8q8H3rqbytUt9fqtPRkREaPfCoqIiTp8+TZs2bfDz86t1/8b6pdlsJjIykoyMDE6dOuUS32qKc6nmtE/19+n6+lZjjrHqe4arfMsZLtV7yaVqgxOfuRQKhUKhUFShRdUUtCKEuAw4JqXc56Lx2gOZAJmZmbRv394Vw1Ydv05BrTEUFRVRUFBAQEBArR/6G2tHQ0VBs9mMwWDAx8cHNzc3zGazU/udT1x5TbKysggPD7c+DZdSZlWby2n/Ot++Up95nfWr8zG3q3A0rpQSNzc3KioqHPrf+fLL+h5vbf7VmHtXU/napT6/dU6dTqfdC6WU2j2yLr9rrF8WFRXh7+9PYWEhBQUFLvGtpjiXak77VN+2vr7VmGOs+p7hKt9yhkv1XnKp2lDXZy6FQqFQKBS2nL/wniZESrncVYJgS8DHx4eAgACHEU+1YTabKSoqqiHUuRIhBL6+vk0i/ikaTmP8qrkgpaS4uLjGFxWrLyqfVDQHGnqPbMj92/p6vphf1wrnacz7b339qyW8Z5xPnn76aZ5++ukWN45CoVAoFIrmTYtKH1bYR6fTNTiSy2AwUFBQAOD0GPWJPFBcvDTGry4kVSNRq6c5V/VvX1/fpjBPoWgwdd1rG3L/tr5GzmdJAEXzx5n38fr618XyntFU/PHHHy1yHIVCoVAoFM0b9am/GfDCCy80tQmAfTtq+2XfUZSA9YuCwWAA/ozGchRNUDVa6/nnn3fBkTSe5nJNqtNUdrly3vpGlzia29lxqvtjVWrz76q+6Cii8HzQXHyvqe241Od//vnnbXzOng9afbuoqMiufzY0MsvVx94U51LN6ZjqvlQf36o638US+dfUr+Wmnl/ZoFAoFAqFojZaZE1BV3O+awperFSvKVf1C0bVCIPi4uJaa89VHcdetNbFHm3oypqCLQFX1SJ0dpzaIgWdvf9V9WGrjzYXvzxfNQUVTYPVJ6v7nD0ftN5rrQK5q+t7Kt9qeVgFQOVbzY9Ro0YBsGbNmhY1zoVG1RRUKBQKhaJ+qPThFkpDm37Uta+UUuvS6u3tDYC3tzdFRUVaF1prjSIrer0esEQV2Btb1bC6tKh+vWsT7azU5jd6vb5Wn63qjw35EURKidlsxs/PT5uzMT+mNBcxUdE8sfqW9b5p9e+qz8G2k6tVwPH29q61eU5tvqf88tKgui8p31IoFAqFQqG4tFHpwwq7VFRUkJOTQ0VFRY11RqORgoICSkpK8PX1paSkhIKCAoxGo92xdDqdTSHz6mMLIfDz89MExeoPRcvCWlfKKgDWlt5rD6v/mM1mlzSosedzVcc0GAwUFRVp/gmWL82OXh8KRWMQQmA2mzl9+jTe3t6a31nvo9bXjfU+bDQaKSkpwWw2U1JSAtR+/1Zc2tTmW9b7m/KtpiEiIoKIiIgWN45CoVAoFIrmjYoUvESo+su/MwXkT548SUpKCj169KiahgFQI6qg+t+6yM3NJUercjwAAQAASURBVCvLks0RGhrq9DEoWib1iRSVUnLs2DHy8/OBhvmPyWQiLy+P4OBg3N3rvgXas0/5sOJ84ox/2bvv6vV6KioqSElJobS01OH+9X0/ULQcGuNbUPtnA1C+1Ri++OKLFjmOQqFQKBSK5o36xHaJYP3lv7i4uNamH86g0+nw9PQkPT2d8vLyGlEGVTGbzeTn55Oamkp5eTkAISEhtG/fnpCQEKfmq29jCsXFRfXIwdowGAx4eHgQFBRk4z/l5eWkpaVpPlYbp0+f5siRI2RmZpKWlkZZWVmt21vTj6v6d20+bK9o/4VsVKJovjh7LwsJCSEkJIT8/Hzy8/Ptbl81YqvqPTg3N5eSkhK8vLxq+KfZbNbeA2qL7lZcnDjjX43xrbrmVr6lUCgUCoVCcfGhIgUvApypuVYX1l/5TSYTOTk5hIaGEhAQ4HD7sLAw3N3dHQp3GRkZHDlyBIDo6GiH4xiNRg4cOMCpU6fQ6XRER0fj5uZWr+gqa3op4NJC54qLj6pRe1W/pGZkZJCamgpAVFRUrZEqPj4++Pr6cubMGXJzcwGIiYmpsV31hjlV0el0Dn24qr9aaxkqH1aA837g5uZGeXk5Bw8eJD8/n169etVowlTV56veg6337JCQENzc3LTlUkpOnz6NyWQiICCAgICAOqO71Q8xFxfO+FdjfAvsfzZoiG8pavLQQw8B8O6777aocRQKhUKhUDRvlCh4EdAQQaFqCg+g/V9cXOzU/nUJd5GRkTZ/HaHX6+nWrRtt2rSpc1tHqEYkFx+uELLtUb2JjZWq/miNigXsbuvv709sbCzu7u5kZmba+GVVu+2Je85gz1+VDyugfn4QGRmJ2WwmODjYrsDi6B7s6N5tNBopKyujvLxcE7rrSvNU0V4XF876V0N9C+z7V0N8S1GT3bt3t8hxFAqFQqFQNG+UKHgR0BBBoaowAtiIG+3atWu0OOHh4VFrhKAVnU5HUFAQQUFBDZ7Lml7qDOdLjFLUjwsdGVfVH63RUY4iVazpcGCJgqneVMRqd0OFvOrCZW0Rh4qWgzP3nvrcyzw8PIiNja11vTP3YCt6vR5PT090Op3WNKIu0VtFezUPnH1fc9a/moNvKRpPVFQUx44ds7vOy8vrAlujUCgUCoXiYkWJgs2Q6l8A6vNF0oq3t7fNX+v/Qgj0ej1CCIf1zWqre2Y2mx1+KSkpKeHIkSPExsbW+EAqpWywSFe9Nlt1gcWRqKPSNJuOhghqjvyuatSrPVGt+n5CCG3eunz57NmzZGZm0qVLF7y9vdHr9Ugptblc8YW2oRGHiouL6vceKaVDQVhK6VAgrpqyW1ZWRmpqKrGxsXh6egLUKizXVbOyTZs2NhHkgObz9sZVP6w0D1zlW/Cnf9nzrdpwtW8pGs+xY8fsXpdRo0axdu3aJrBIoVAoFArFxYj6xN8MsX4BMBgMDR7Dzc0NX19f3NzcbP4XQtT5Ad26TfVHaWkpBw4coLS01O76tLQ0UlJSSE1NrbGurKyMvXv3ah0xG0pRURHZ2dkUFRXZXe/j40NAQIBK02xi6tM8pC6sUa9Go9Ghb9b1KC0tJTk5WfNdKSW5ubkkJSWxZ88erX6WTqfD3d2dlJQUSkpKHI6n0+mcnruqT6ovxy2X6vceKSWnTp3i7NmzTt3LS0tL2bdvH2VlZZrvpKamsn//fpt7allZGcnJyTbbOfOw/sDk6+tb43/ll80bV/lW1fdue74FNMi/lG8pFAqFQqFQXLyoSMFmiCvqj1WNrqpLmDGZTOTl5REcHIy7u2OXSE1NJSkpiUOHDjF58mSbKESwpGJKKYmNja0x5qFDh9i5cydms5mEhIQGH1ddNCSqUlE/LmSKtslkoqCgAG9vb8xms91I1dLSUi3ipbpPWklNTSUlJQWA+Ph4jEYjJpOJ6OhogoODbVLpDhw4wPbt2zGZTPTu3bvRx6B88tKg+nU2GAyYTCbc3d3rvJebzWb27NnDkSNHMJvNhIaG2vil9W9paSk///wzhYWFgMWXrdR1H7e+Jyhx+uLDVb4F0K1bN/Ly8oiKigJsfevIkSMYjUZtW6t/Kd+6MHTp0sVl47giUtBV9igUCoVCoWjeKFGwGeIKEaGuZgtVycvLIzs7G6DW5iKxsbGkpaVx7tw5UlNTbb6QgiU92brs6NGjrF+/nr59+9K9e3fCw8PJzc0lIiKiMYelRZ+pSMCmozEp2vUVFPPy8sjJydG6WVatB2jlyJEjNoKfPaqLK9YUN29vb9q0acPevXuJi4vDx8dHq4HZmDqYCoWjTtn2MBqNBAcHk5uby/Hjx7WGUG3btiUuLk7bLjU1lcLCQvz9/encubPNGHXdx+vznqBo3jTEtwwGA+3atWP16tUEBAQQHR1dw7cOHjxIVFQUcXFxNv6lfOvC8PHHH7tsnFWrVtXqGx07diQ9Pf2C2KNQKBQKhaJ5o0TBFoper6esrIzs7Gw6duyIh4eHw22Dg4Nt/jrC29ubCRMmaFFZtXHy5EkyMjIICgoiKiqKwMBABg4c2OjC9a6q86ZoOI2JZK2voGj1ycDAQEwmk+Y/ZWVlnDhxgoiICGJiYrQIVUdUFazhz2YjUkqSk5O1Lov9+/cnPDwcb2/vOl8PCkVt1Odepdfr8fPzo6KiguPHj+Ph4WHX/6w+3rlz5xp1Wx3dx8vLy8nIyCA8PFyVVmghNMS3OnfuzN69e0lPTycqKqqGn8TGxiKEsFsTWPnWxUddgp+K6FQoFAqFQmFFiYItFJ1OR35+Pmlpaeh0OptOgtXTLd3d3WuNEKyKl5eXw2isqiQkJGjzurJpg6LpaUwka30FRatvSiltvqieOHFCS3Hr1KlTDZ8sKSmpM6XYijVaxvq3Pq8HhcIV6HQ62rRpw6BBgwgNDSU+Pl7rol2V2u6/7u7uBAYGsn//frp06aK9XjIyMrTXSn06yipaBlbfMhqN9O/fH19fX+Li4mr4l5eXF927d7cbwa1868Jwxx13AI2P0Gtu4ygUCoVCoWjeqEYjFyFms5mioiKbLpX2lkVGRhIbG0tkZKTN/tb6atbmCrVhMBj4/fffWbVqlU1zj+LiYtauXauluVXHx8eHgQMH0qZNmwvewdLeuVA0D+rTgMRsNlNcXFzjOhqNRrKysmjfvr3DdPTU1FS2b9/O4sWLa/hodd/19vame/fuNcRD5UcKe5wvv7CKN/369UOv11NcXMz69es1P83NzeWTTz7h9OnTDsc4fPgwycnJHDp0SFsWGRlJp06dCAoK0jqVSikpLi6us6Os4sJyPn3L19cXX19f+vXrh9lstutbeXl5DsdQvnX+OXTokM35bSnjKBQKhUKhaN6oSMFmQF0fnquneVRNwbRG31VfZjabcXd3p1OnTjXm6NixI2CpDbR9+3abX/4Bm0LiBw4cYO3atZSVleHr60vfvn1xc3Nj165dbN++nYMHD3L99dej1+sxm814enraPYaKiopa01UqKirIzMwkPDy8RqpzbfvZO3eNqXmnaDz19WdH+xmNRk6ePMmJEyfo37+/JtpZv5j26tULd3d3SkpKNJFxw4YNvPfee7i5uXHu3DltWY8ePWjVqhWtW7fG39+fQ4cO4e7uTu/evamoqKCoqEibPykpiV69egFoQnj1KFcpZa3HUbWTpzXN2fraUGlbFxf/z955h0dRfm34nk3dNEpCIEAS0kggoYbelaJUCwIKIkWxg4piAQVEhJ+CBVFRQEGkKVXpvXdIQkiBkAZpJCQhfZPsZuf7I858u8luCkUR574ur8jO7OzM7Jl39n3mnPNUjEvD8aWqnm46nQ5BENBqtbKILY1tZWVlJjMBoTyTu7S0lM2bN3Pr1i2uXLnC2LFj2bNnD+Hh4ej1el566SV5/eLiYiIiIggKCsLPzw9RFGnevLm835aWlri5ucmO9vb29ibvIQp/P393bAHk5+ezefNm8vPzuXz5MmPGjJFjy8nJiVGjRhmtL8WXr6+vElsKCgoKCgoKCg8giih4nyKKomzIUHFiYKoEs+JrgiAgCAJlZWVkZmbi4uIiTxSsra1p3rw5Fy9e5M8//2T//v2MHj0aGxsbhg0bhqurq7xdf39/unTpQlRUFD4+PqhUKgRBoHXr1ly6dInU1FRWrFjBuHHjsLe3NzuJkfbHEMmx0NbWlri4OE6cOEH37t0JCAi4o3Mn9Z270/6FCjXDlHmIqbirDsP4kJyGr127xuXLl2VBGsrLhSMjI2nQoAHHjx+nVatW2NnZ8dVXXzFz5kxcXFyoU6cOeXl55ObmcvjwYaPPcXFxYdiwYQwcOJCSkhLCw8Px9/dHrVZz6tQpzp8/j16vp0uXLqhUqjuKI8MyZ6W87sGgtuNLQkICp0+fpk2bNrRq1UoeQ82NlRqNhrVr13LlyhWOHDlCZGQk8fHxvPDCC2i1WoYMGUJmZiYbNmxgxIgRJCQkEBISgiiKdOzYkZYtW1a69qR9rXifsLOzM7rX/N1Z3QrG3OvYKigo4NdffyU5OZlLly6xe/duLly4wODBgwkMDKR3795GsSWZMEnxFRwcrMSWgoKCgoKCgsIDhiIK3idUFAGrynaTSjANswzM9ezLzMwkNTUVqOwa6OjoyPLly8nKyuLMmTO4u7uzefNmVq5cKQuDarVaFvuuXr1K586dgfIf/GPGjGHFihWkpKSwbNkyJk2ahJ2dnZzxZy5rUEKj0VBQUIBGo+HChQvk5eVRXFxMYWEhISEhtG/f3uiYSkpKiImJqZTZWBFTDrUK9w5TsVpV3NUEyc3Sy8sLOzs7WrZsKS+Lj49Hq9WyZ88e8vPz0Wq1rFixgrVr1zJkyBB++ukn6tSpI6+v1WplgTAhIYHvvvuOn3/+md9//50hQ4bQvHlzVCoVrq6utG3bFoC2bdvKcVRUVERkZCSBgYGIosj58+cJCgoiLS2tUs/CipmBUnnznbpuK9w/GI4voihWGpcKCws5d+4cwcHBCIJAaGgoWVlZZGdnU1xcXKmfppTt5ejoSEhICKWlpezevZtDhw7h5OREu3bt+PbbbwkKCuKJJ54gLCyM0NBQjh49CsCECRMAaNWqFWD62qs4JhreLwoLC42y0xQR55+jutiC8u8rNDSUNm3akJOTQ3R0NK6urvj5+VUbW4WFhZw5c4YDBw6Qk5NDr169WLZsGQDDhw+X2y5IsfXqq6/KcdWqVSslthQUFBQUFBQUHkAUUfA+oWLJzZ04vBri4uJi9FeitLSUCRMmUFBQwOnTp0lKSmLBggXs3buXVq1a8emnn/LCCy8A5QJJcXExer2e4uJirKysmDdvHocOHaJHjx7UrVuX/Px8QkJC8PLyIj4+HkAuXTaHlGFw5coVcnJyaNKkCS1atODs2bOcO3cOgJ49e8rrx8TEEBkZCfz/BNgcUhaiMgG595iKVXNxVx0ajYZLly4RGBgol7G3atXKSHiTDEGaNWvGiRMneOeddwgPD2fmzJm8//77lb5vycnV2dkZb29v+vbtS0REBAsXLmTDhg2oVCquXbtGmzZtcHBwoHv37sD/l/ZFRkYSGhoKlF+nZ8+e5fr16/Ik3dD4ITk5mYSEBKA8M9Da2lrJEHwAkMYTtVpdKb4qjkvnzp3j9OnTWFpaYmtrS25uLh4eHrRp08ak6U1qaioJCQmkpKQQExNDWFgYu3btYsCAASxbtgytVkunTp346quvcHNz49y5c/j4+NC/f39GjBiBWq2mU6dOQHnM1vbaM7x+ldYLfz+1iS2Ac+fOER4eLrcpqFOnDra2ttXGVkJCAhcvXmTLli20bNmSHTt24OfnR69evdi8eTN9+vQhOzsbd3d3ObYAOb5EUZQf9CmxdW+QHko9aNtRUFBQUFBQuL9RRMH7BOnHs62tLYWFhdjZ2d2VbDcLCwuTmVrTp0/nzJkzrF27lqCgIIKCghg4cCAnT57k3Xff5Y033mDkyJE4OTlhb29PvXr1CA8Px8LCgk2bNrFo0SI8PDz4/PPP8fT05Nlnn6Vdu3byPjdp0qTSZ+bn53PmzBlatWpFbGwsbdu2xd7enoCAAERRJDAwEBsbG9q3bw8g/5Vo3ry50d+qkDLNoHYTEFOlsApVY8qN2FzcVYdUqgbQoUMHebJsiFqtpkOHDgBs3bqV6OhoNm/ezMCBA2v8OUFBQaxcuZKZM2eyePFili5dSlJSEn/88UelzzN0J5aEQsNMQUNuJzNQibl/jpqee8PxpOK4XHFc6tixI1DuwC4IArdu3WLt2rVER0fTtWtXOnfubCSgN27cGIDWrVtz+vRpduzYwf/+9z+mTJki79PcuXN59dVXuXz5MkFBQfTp08fs/aE2117F8s679TBK4d7EFpTHl6WlJW3atEEURXbs2MHixYu5desW/fv3Nxtbq1evZsuWLYwdO5ZvvvlGHud+/PFHunTpwtmzZxk4cCDdu3e/K7FVESW2qufrr79+ILejoKCgoKCgcH+jiIL3CVLJjWG5zZ2KgpK4WLG/0B9//MG3337L5MmTefLJJ42WdevWjeHDh3P+/HmOHDnC0KFDAWjRogVQnnmwefNmOnfuzNGjRzly5Ahvv/02n376KUePHmXkyJE899xzckaBVHrZokULzpw5w+nTpzl48KDsrti9e3cjkUc6bsMMQQkbGxujDEGtVktSUhLu7u5yk3WdTkdWVhb169fHycmp1hMQJZvhn8WwVM2wLM2UG2doaCi//vorb731Vq0EQUOaNWvG4sWL6dSpExMmTMDV1ZV27doRHBxMly5d6Nq1K56enrLQA9C7d29EUcTZ2bnS9srKysjKysLNza3SMik2XVxcjMx8lJj756jpube2tkaj0eDk5ER8fLzRmFNxXLK3t6dPnz7odDoOHTrEa6+9Jju9t2nThokTJzJu3DgATp8+TZcuXfD09ESr1bJz5066du3Km2++afT5UsbOiRMnaNmypcl7Q1UZZzU9flMCv8LtcS9iC8rjq0uXLly+fJlXX32V48ePA5CVlUVCQoJsQmMYWwCHDh3C2dmZr7/+2ujBR1BQEBYWFpw8eZKBAwfetdgydQ6U2FJQUFBQUFBQuP/4T4mCgiD4AC8CN4FEURQ3/sO7VImaPE03zEDQ6XSVhDEw7VAMyJOGDh068Omnn5rcviR2eHp6kpiYSOPGjVGr1bRv355Dhw6RlJTEjz/+iCAI9OnTh7Nnz/Lzzz8za9YspkyZwo4dO1ixYgUNGzYkNDSUP//8k+LiYq5evcrZs2fJzs4GygVGf39/k+JKTUhKSpJLld3d3UlKSsLKyorMzEygvOdRbZ1elWyGfxbDUkhDdDodKSkpODk5ceHCBTp37sy0adOoX78+77zzzh1/7tixY2ncuDE7d+7k7NmzLFu2jMWLFwPQoEEDOnfuzNNPP83o0aMpLS012zfz0qVLXLx4EVEUjY6jtLSUsLAwOR4bNWokL1Ni7p+jpuf+xo0bREZGkpqaikajAao2jrl58yZTp05lzZo1+Pr6snv3bk6cOMEnn3zCjh07aNu2LRqNhtOnTwPQr18/NmzYwLVr11i4cGGl7Xl4eACQlpZmJFAbYphxZm1tTVJSEk2aNEGn05kVc5TYu3fcq9gqLi5m7ty5LFiwAAcHB5YuXYq9vT0TJkwgMzOTgIAAbGxsjGIrKiqKbdu28dFHH1US/SwtLWncuDE3b96s0vymYmy5u7tjYWFRpVioxFftePbZZwFYvXr1A7UdBQUFBQUFhfub/4woKAiCL/ALcACoC6wWBKEf8KUoijE13U7FsthZs2Yxe/bsu7ejFTA0E5GQBD9RFLl58yYJCQkIgkCzZs3kdaysrLC3t8fa2pqioiLi4+Np2rQpo0aNAuCHH36gpKSEkpKSStuvW7cuUN4fzdHREUEQcHd3R6PR8NVXX9G1a1e6du1KUVGR/J4xY8bwyCOPsGjRIpYsWULz5s0JDAwkNDRU/gw/Pz+GDBlCt27diI2N5euvv2bPnj188sknPP3000RGRhIUFIRKpeLq1av4+flha2sruxyWlpYSGxuLr6+vbOIgCAJNmzaVBUIPDw8aN26Ms7OzyXNXHVLGZm3FxIrMnj2bjz/+uNbv+7vj614gnXdTDtqiKFJcXCwbdxhmrGi1WrPnPSUlhevXr3Pjxg2SkpI4ceIEhw4d4ssvv8TW1pbS0lKz+1NVZoth/Pfs2VPOUNVqtVy4cIHw8HC5R9yzzz7Lvn37ePvtt8nJyQHKhfOSkhISEhLw8vIiKCgInU5HSUkJRUVFqFQq4uLiUKlU5OTkUL9+/UqxadiYX6/XVxl70rLbia8HIbZuF3NjgSAIcnyaW0eK2dLSUurVq4ezszO5ubkUFxfLTq8ajYbw8HA0Gg0xMTHMnj2b/Px83nnnHaZOnYqtrS2dOnXCxcWFqVOnkpaWxhtvvEG9evUoLCwkJyeHBQsW0KJFCx566CG0Wq3RPkhZz/Xq1QPKM1JLSkpITEykWbNm2NjYYG1tjYODA2q1msTERGJjYyksLJT7v1W8DqVrs6JIpMRW7agqtgxNQ0wh9emtSWwVFxdTVFTEtGnTiI2NZdSoUcyZM4cGDRoAsHnzZsaMGcMLL7zAtGnT5NjKzc1lwYIFqNVqXnrppUqxBeUP1aC8IqCmsQXlD94qPnysOO4b3k9v9774XyE5OfmB3I6CgoKCgoLC/Y1wO8LJvxFBEJ4FmouiOPOvf7cDNgNngXmiKF6s4r2NgRQoFyekPj33goKCAvLy8nBycsLBwQGdTkdmZiYuLi6yOCb96Far1XIGVcWsJZ1OR1FRERcvXsTS0pKwsDC2bt3Kvn37WLVqlVwWbIqwsDAeeughtmzZApSXSwK88847/Pzzz+zcudNkeW9paSl2dnbExMQwc+ZM0tLS6Nq1K926dSM4OLhSn7WoqCheffVVTp8+Te/evenWrRuPPvooarWaS5cu4e/vT6NGjWjatClWVlZERkZy+fJlAgIC8PX1lQVCW1tbk6XEd8KdioKGpKamGk6am4iimFrhs/62+Po7kEp9CwsLyc/Px9HR0WjCeOHCBU6cOIGFhQXjxo3D0dERKBfiKgp4hYWFhIeH4+/vT0FBAY6Ojly4cIGpU6ei0+nkrDzDctyKVCUKlpaWmn1vUVGRHEtlZWV8+umnLFiwgHbt2vHFF1/QtWtXrK2tiYqKIjo6Gm9vb2xsbMjNzSUiIoJ27dqhVquJiorC19eXevXqydepuXiVzAPMYWpZVfH1oMXW7VLVfa66cw7lcRIXFycbLsXHx+Pr64uTkxONGjUiKiqKFStWEBERwfHjx+nWrRuff/65kQmNxL59+xg/fjzOzs4EBwfj6emJi4sLH374IcuXL+eZZ54xGZNt27ZFrVbzww8/4O/vz+bNm+V7w5NPPilfYyqVSo4vKVPQ2tqa7OxsuXS94n3GHEpsVc+d/IYSRRGtVlttbP3222/s3buXiIgIfHx8+Oyzz+jXr1+l7V25coWnnnqK7OxsunbtSlBQEB06dGDChAlMmjSJr7/+2uT+Tpw4kWPHjrFp0yaaN29eo9hyd3fH0tKSvLw8ioqKcHV1VWLrDunTpw8Ahw8frtH65h5m1GQ7VT0Iud39uV+o7jeXgoKCgoKCgjH/mUxBwBl4SPqHKIqhgiAMBjYB7wmC8Iooirn/2N79RcVym8zMTFJTy3/PSA2+pafvkhugOZffixcvEhISQsOGDdmzZw/79u1jypQpDBo0qMp9qF+/PlAu2jVo0ICrV6+SkJDAjh07jLKpzNG8eXPWr19v9JqpTK6WLVty8OBBfvrpJz766CNOnTqFXq/nxRdfpLi4GEtLSxITE+UsSMnUQRIEL1++DJT3RLKyssLT07OSgKrwz2GudCwwMJDTp0+TmprKgQMHcHZ2xt/fn6tXr+Lj40NJSQnvvPMOFy5cwMLCApVKhYWFhfxfaWkpV65cYcOGDVhZWVWZJXi3sLCwYObMmQQHB/Piiy/y1FNPsXbtWvr37y+X+hUXF8viYLt27QgMDJQFSUm8lkhKSiIuLg6oulRQ4Z9D6gHp7OyMtbU1ZWVlxMbG4uPjQ4sWLbCwsCAmJoZTp06RmprKihUrsLOzY8mSJYwbN47CwkKT2+3fvz/btm3jmWee4dChQ7z77rvs3r2bpk2b8vTTT5vdHw8PDzIyMmjYsCFbt24lJiaGW7dukZeXR1hYmOyaDeWZ4lJc2djYkJ6eLt9HGjVqpJR1/sMY9r6tKrZOnz6NlZUVa9asITs7m/fff5/33nsPnU5ncrv+/v7s3r2bZ599lkOHDhEQEMDJkyfR6/WV+lQa4uHhQUpKCq6urpw+fZrz589TWlpabWxB+bh348YNVCqVElv3gGbNmnHt2jWTy6R+kQoKCgoKCgoKd8IDLQoKgmAtiqKkGPwCjBMEYaYoinMARFGMEgRhOHASmAJ88g/tqkzFRu9S6Zf01xBRFGUzEZVKJZt6BAYGYm1tTZs2bQDIyMjgyJEjdOjQgfnz58t9i8wh9fizt7enTZs2BAYGsnv3btLT0/nll1/u1qEC5cc7YcIEHn/8caZNm8Znn33Gli1bePTRR/H09CQgIEB+4mtjYyM7wbq5uXHhwgUjQwdTAmpVmCpvlV43PK8Kt4ckXms0GiIjI/H29iYxMZEWLVowbtw4Tp06RVlZGWfPnuXixYvo9Xo2bdrEL7/8QnFxMY899hgqlYqysjJ0Oh16vV7+O3z4cIYNG/a3H9PgwYM5cuQIY8aMYeDAgcybN493332Xli1bUlxcjK2tLV5eXkYTYsNssdLSUpKTk+X4lMr2KmIuNhVun4rn1DDj2tQ5zsrKIi0tDSgfC9PS0mjWrBktW7aUS9ZPnjzJ3r172bBhA/3792f58uU1GnvatGnDsWPHGDp0KLNmzUKr1bJgwQI5i9QUHh4enDt3Ts7aad68OcHBwdy8eRN/f39CQkLw9/eXXYQNj6nifUQxFLm7mIstc9dvTWIrJCSE5cuXc/ToUQICAtixY4c8luTn55vdl0aNGnHgwAGeeeYZvv32WywtLRkxYoRRe5GKeHh4yGOxh4cHrq6utGrVijp16iix9Q9z7dq1O8pGVVBQUFBQUFCojgdWFBQEwR+YIwjCi0A+UASsBoYKgpAhiuIPIAuDY4AFgiCsAq6L99EvMAsLC7OTzKKiInly4ODgQGRkJGFhYQC0a9cOe3t7unXrxpw5c8jNzWXVqlWy02FVODs7Y2lpSWpqKn5+fuzZs4fly5fTt29funbtelePT6Jhw4asWrWKZ599lvHjx3P8+HFmzZqFo6Ojyay/yMhIMjMziYyMpFevXkDVAqopzJmxKG6wdxcpLqOiohBFEb1eT4cOHRgwYACFhYU4ODhQp04dZsyYwc6dO+nWrRvLli3Dz89P3oZOp6uyRPjvxNfXlwMHDjBx4kQ++OADnn/+eWxtbTlz5gwNGzasUkhOSUmpUYagudhUuH0qntPqzrH0cMTZ2ZkTJ05w8eJFOnbsiK2tLWVlZaxYsYKPPvqIW7du8cknn/D222/X6iFCs2bNOHLkCE899RRxcXFMnDjR7LphYWHs3bsXlUrFo48+SkZGBl5eXnL2aUhIiNzTUMqoNjwm6T6iCMz3htuNrfr163Py5Emj2ALYv38/c+bM4erVqzz33HN89dVXtRoHHBwc2Lx5M5MnT2bNmjVVmjGlpaWxatUqoHxs8/Pzw87OTo4vJbb+Pu7W76v7bTsKCgoKCgoK9ze1mmULgvAoMAboCDQCVEA6EAqsFUVx693ewdvhL1ORr4ANBiXBpYIgbAB8gFGCIFiJorj4r2XHgUig8H4SBKtDpVKRnJwsZ88FBgZSVFREdna2LLZAeUYJYGQMUhXW1tZ06tSJw4cP07VrVzZu3EhSUhJz5sy5NwdiwIABA/j000956aWXOH78OAMHDjS5Xvv27dFoNGg0GgoLC7G3t69SQDWFuTKniq8buj0rmYM1o6SkRO75KMWnYaaghJ2dHQkJCbz11lsUFxezYMECXn/99fu+/Nve3p6AgAAOHTpE3bp1OXnyJIcOHcLFxQUHBwezWTlNmjRBFEWjDEHDMlUp41cSB+zs7JSswdvA1DVb8bqW/hqa3RhSUlJCdHQ0HTp0IDg4GIDg4GAOHTrEW2+9RXh4OD179mThwoVyVnZtqV+/PgcOHKCoqMis6LN69Wpee+01XFxc+P3333F2dsbZ2ZnCwkJOnDhB27Zt8fb2Jj4+nhYtWqBWq5XSzXuMYXxJZjVgPsYqYmlpiYODA6dOnSIgIAAoj63Lly/z9ttvs2vXLvz8/NiyZYvZe2B1WFlZ8cMPP7Bw4UKzD7dOnjzJM888Q15eHj///DP+/v5YW1vj4eHBhQsXlNj6m5k/f/4DuR0FBQUFBQWF+5saiYKCIKgpL791BfYBfwJ5gB6oA3gDLwuCMAkY/U/25hMEwQtYAqwURXGNUD6LdgbsRVG8JgjCR8D7wBhBEIKAN4F+QAPg/lYiKhAfH09iYiJqtZqgoCD5x/qlS5ewsrLCycmJgIAA2rdvD5Rnk9R08vrwww8zb9482rZty6pVq7C0tKzSnORuMmbMGD799FPmzZvHo48+anIde3t71Go158+fRxAEfH19qzUZKSsrM+o5aOgOaYggCEaTKCVzsPbExsYSHR0NlIvVHTp0AKBevXqysJWamsrLL7/Mjh076N69Oz/++KMsYP8biIyMlPt/tW/fHq1WS8OGDWnUqJHZ91hbW1fKEJRKCSXXYisrK+rXry/HZmFhoRJ/tcTUNVvxetfr9RQUFGBjY2Mk9ksl3rGxsYSGhiIIAr1796Z169ZMnDiRjRs34unpye+//86QIUPu+EGBuXEIYMeOHTz//PP07t2b1atX4+rqikajITo6mlu3bhEZGQmUi4sWFhakp6fLIrzCvaNiJqC52LK1tTV6wCHFVtOmTTl37hyhoaGIokj37t2ZPn06X3/9Nfb29nzxxRe88MIL2NjY3PG+mhszEhMTeeSRR3B3d2fnzp3yQ8WIiAglthQUFBQUFBQU/kPUNFNwNuUi284q1vlcEISewHzg1TvdsdtBEAQV8Dxw4S9BUAWsB7TAMEEQNgErgfeARyk/rnWUC4IviKKY/k/stzkqZiNUxNB4QyI4OJiysjKKiorkMsU2bdrg6OhISEgIEyZMqNFnP/zww8ydO5fQ0FDCw8N5+OGHqVevHgUFBXfhyKrG2tqaadOmMXnyZA4ePMiAAQNMrieJnXXr1q1RSWZtew5KKI3TMXLBNlXGaxirUB6TJSUl5OTkoNFoKmVjHTt2jOHDh1NYWMgXX3zB5MmTZdfifwuRkZH4+/sD5cLAww8/DJh3Iy0tLSUlJUV204Zyx+Xc3Fy5nDAnJ4e6desaxZoSf7WnJufM3HiQnJxMXFwcbm5uWFtbExwcTGJiIoMHDyYuLo45c+bw9ttvo1arKSkpuafHsW7dOlxdXdmxY4ccM5cuXeLMmTMEBQURHBxM27ZtZeFJMp1SskvvLdXFV3WxBdCxY0dUKhV+fn489thj7Nq1i4kTJzJv3jxcXV3veWxt2rSJ0tJSNm3aJGdvx8TEcPLkySpjC5T4ulcMHz4cKP9uHqTtKCgoKCgoKNzf1FQUnCOKomkrRQNEUTwmCELIHe7TbSOKol4QhB+AjwRBGEJ5mXOMKIofCoIwDHgcmAPMEEVxF7BLEARbwFIUxXumdt1uRXJ1fYksLCzk0iPJjdDW1pYWLVqQnJyMtbU1LVq0wNLSkvbt2xMSEiJntVS1T3q9nk6dOqFWq1m0aBFxcXG888476PV68vPzzZZ2ZmZmUq9ePZPLNBqN2V5/Wq220jafffZZ5s2bx6effmpWFLS3t6ddu3acOXOGRo0a0bRpUyOzleoaohtSMYvQkAe1cXpVMSCKotG5y8zMlBvju7q6VpoIGsaqnZ0dNjY26PV6Ll++jI2NjZwpmJ2dzeeff86iRYto1qwZBw8epHnz5pSVlVFWVmY2M0bqRWgKc8YMEgkJCfIx/PTTT/Tu3ZsuXboA5SWi5ty7tVqt2dLSW7dukZKSwqRJkyotKyoq4vz583Ts2NHouk1OTiYmJoabN2/Svn17LC0tSUpK4tq1a/j4+ODh4YGlpSUuLi5G2WcVM1cVTGMYz4aZW4aCtuG1LY0D9evXl8eNZs2akZCQgJubG35+flhbW3P06FFGjRpFSUkJmzdvpkePHmi1WrRaLdnZ2Waz/IqLi82Oh4WFhWYzDEVRxMbGhuLiYnbt2sXw4cONnKsbNWqEi4sLPj4+RmXqgYGB8jlQelLeXSqOlVJ8mbtvGN5rDO9JdevWJTs7m+DgYOzs7GjQoAEDBw4kMjKSRYsWMW7cOADy8vLuSWwBODo6AvDHH38QHBxsZITUoEGDamMLlPi6V2RlZT2Q21FQUFBQUFC4v6mRKFgTQfB21r1bCILgCGgoLxFOFgThU8qzAVXAu3/t15+CIFwHPgQeAo799Xrxvdin6rL8aoIkSJgTJkwhiStubm60bdtWzuoKDg7mu+++q1ZAkbCxsaF79+7s378flUrFY489VmmdyMhIzp07R1ZWlpwZIU1msrKy8Pb25u2336ZHjx413n8JW1tbpk6dyrRp0zh69KhsJlKRixcvEhYWRseOHbG2tpb/DeWZGIZYWlrKpZ0VJ3nS/kuGFlJGnNJPsBxD0wVTmIpVqRzt1q1bFBYWolarefPNN1m7di29e/dm3bp1Zie2UFmYvBPOnTvHu+++S2ZmJqtXr6Zbt268+eabVWaWVsXly5eBckOfioSGhnLmzBkA+vTpI7/esGFDLl68iFarJSsri4YNG8q9Bd3d3bG0tFQa9t8her0ejUaDtbU12dnZuLi4mM3aknqQ6vV6wsLCCA8PJywsjPz8fDp06IC1tTXbt2/nmWeewdnZmW3btsmZoX8H+/fvp6CggJEjR8qvlZWVYWVlRZ8+farMdq7pvUMZ32rO7cQWlN8nw8PDgfKHYykpKURERFCvXj0GDRpEbm4u69evp3///n/bsaSkpHDmzBk++eQT+bWaxhYo8aWgoKCgoKCg8CBR5a80QRDaC4JwVBCEg4IgDDB4feO937Wa8ZfL8EZgB/CjIAjNRVG8DnwMnAW0f5URI4piGHAY6CMIwj3tHyg9Sa+puYcpVCqVyR/ThYWFHDlyRHYRFkWRF198kWHDhrFr1y5u3rxJSUkJhw4dkt2J27dvT0lJCVFRUTX+fKkcsmfPnjRo0MBoWUpKCoMGDeKDDz5g4cKFbN26lZiYGPR6Pd7e3gwYMICUlBSefvppnn76aS5evFjr4584cSKurq7MnTvX6HXpOEpKSmjTpg0dO3aUjQACAwPx9/enqKioVufexcWFxo0bA+W97jIzM4G78z0+CEiClTkHYJVKhb29vVGsqtVqBEEgIiKCU6dOMXr0aNauXcv48eP5888/qxQEhwwZQt++fW87y1ZCFEVWrFjBpEmTcHBwYP369bzzzjtERkYycuRIPvzwQxITE2u9XanflmGWjUaj4fz58wQEBNC5c+dKonR6ejp2dnZYWVnJ4qqVlRXe3t5V9sJUqDkajYa8vDySkpLk61i6titmCGs0Gs6cOUNxcTGBgYG0bt2aRx99FBcXF1q2bMmSJUt44oknaN68Ofv3769WECwsLKzxQ5easGXLFurWrUvHjh1lgfD69ev8+eefFBcXY2lpSUFBAUeOHKnU1sHU9WgKZXyrObcTWxqNRo6twMBAWrZsiYuLC1lZWfTs2ZOysjJ27NhRrSBYXFws3+/vBlu3bgXg0UcfNYqtvXv3VhtboMSXgoKCgoKCgsKDRHWZgl8DLwGlwCJBEJqJoriUcuOOf5y/TEW+odwExY7y8uABlJcMZwiCsEoUxTJBEOwA6VdpHhAP3NN0nOp6DhmWHQFmS1dNcf78ec6cOYOlpSVt2rRhwYIFrFy5EoDdu3djb29PixYt0Ol0dOzYkSeffJKzZ88CcOXKFTw8PORt6XQ6IiMj8fLywsnJyehz+vXrx/Tp0+W+MqIoEhoaypYtW9iyZQuiKHLw4EF8fX2xsrKqVD5cXFzM6tWrWbx4MSNGjODPP/+sVdagnZ0db775JtOnT2fkyJHMnz8fHx8f4uLiZBOLFi1a0Lt3b6P3qNVqwsLCsLOzo1OnTkbblDIX1Gq10YRGyuwoKyuTMwWl7Rn+fRC4nSxWQ4fc2jgDt2/fntzcXD7//HMOHjzI3LlzmTp1apWfW1BQwJ49e4DyZvjmynuro6ioiJdffpnNmzfTv39/5syZg4ODA4GBgTz55JOsWLGCVatW0bNnT77//vtaGemkp5e3H42NjcXZ2ZlTp05hZWVFXFwcgiAYZQhKNG3aFPj/rECFu4+UueTi4oK9vb08pjZo0EDubSld9+Hh4XJLhQ4dOtChQweioqJQq9XMmDGDZcuWMXjwYH788Uez5dvx8fEcO3aMvXv3cubMGaysrAgMDKRt27YEBgbSo0cPmjdvfltu2gcOHKBfv36EhIRw+vRpAK5fv87PP/+MhYUFPj4+XLhwgXPnzgEYjYPw/9ds/fr1KS4uT4h3cHAwGvcexPHtXnE7sQXQqVMnuX1CQkICISEhLFmyhObNm7Nu3Tqj+7EhGRkZHD9+nL1793Ls2DFKSkrw9/enTZs2BAYG0r17d4KCgoxKy2vKgQMH8Pb2Jisryyi2fvvtN7Ra7V2JLVDiS0FBQUFBQUHh30B1M1NRFMVogL968v0sCEID4M7Sd+4CgiBYAW8BB0RRXPvXawFAo7+yAB1FUcz5a73nBUEoAm4BzwFTRFHU3cv9M+xDZ5jtJDXozsvL48aNG/LrSUlJZGRk0LJly2onkEFBQcTHx9O8eXOio6PZv38/vr6+HD16lD///JPIyEgiIiKIiopi2bJlLFu2DIAJEyYwdOhQ+Ud8YmIiL774ouzg6+fnR3BwMN26daNjx460bt2aQ4cO4ebmxvz581mzZg1XrlzBxsaGRx99lAkTJsgNyk1ha2vLCy+8wKhRoxgwYABTp07l2LFjtXJUfP311ykpKWHBggX8+eefPP/883z88ccA+Pj4mHyP5JBoyimxJn0aDUs4H8R+ghXPgSiKcjaIg4ODScFOcsiF8p6CptBoNISHh9OqVSt5Am1jY8OKFSs4cOAAP//8M6NGjapWiHRwcODQoUNoNBqjvla1ITU1laeffprQ0FCmTp3K+PHjjT7X0dGRKVOm8PjjjzNr1izGjx/Phx9+yJtvvlkjoXT8+PFs3bqVIUOG8NZbb2FjY0P79u1p27YtLVu2NPkeQ+dhQ5FVEQjvHlIGExiXc0pZXvD/133r1q0B43GiYcOGTJs2jd27dzNp0iS+/fZbowwtnU7HmTNn2LVrF7t37yY2NhaAli1b8vrrr6PVarl48SK//fYbhYXlnTTs7Oxo06YNffr04bnnnqNJkyY1OpYGDRqQk5MjP9jo0qULf/75J9nZ2Zw7d45u3brJmapSprThfkZHR1NSUkJhYSE6nQ6NRoO3t7fRw58HcXy7V9xObEl/ofw7Wb9+Pd988w29e/dm8+bNRmONKIpERESwe/dudu3aJYuK7u7uPPPMM9SpU4fw8HD27dvH+vXrgfIM7sDAQLp27cq4ceNq7A7coEED8vPzK8VWTk7OXYst6Zwp8VVz+vbt+0BuR0FBQUFBQeH+RqiqPE8QhCPA46Io3jJ47VvKnXpr/3j6LvKX2Pc+EAH88ZfJyHygBWABuAPvi6K4WxCEFsAy4BowVxI6a/FZjYEUKC+blcpMa4rhOS4sLCQvLw87OzuKi4vljLSoqCiKi4vx8PAwmnCY6qsWERFBZGQkQUFB5OTk0LNnTxYuXMiUKVPkdfR6PVZWVty8eZPIyEisra3p1q0bUG6SsHnzZqZOnYpKpWL69Onk5eVx4cIFLly4IJfO2tjY4OPjI5cc9+zZk6FDhzJs2DDq1KlT6TirMhrZs2cPzz//PDNmzOCdd94xWqbVauXm56awtrYmLS2NWbNmsWLFClq2bMnWrVvx8vJCFMUqS5gqnjvDTEGgUoaHuffdCampqYZCQBNRFFMrfNYdxVdtqZgpWFhYKAt+bm5uslBoeA4qZgqaOj9nzpwhJCREzl7x9PRk4sSJ7Ny5k6+++oopU6ZQXFxs9vuqymiktLSU1NRUdu7cyY4dO+QMQl9fXzw8PPD398fb2xsPDw/Cw8MZNWoU+fn5/Pzzz1UK1yUlJbi5uTFlyhQ2bdpEw4YNad68OX5+fnh7e9OmTRv8/Pxwd3c32m9RFNFoNAwfPpzDhw8zduxYvvrqK+rVq1dtTEJ5pmFaWhpubm6V+ncJglCrXlxVxdffHVv/JIbjrNT/Tbq2K/7bEJ1Ox9GjR1m1ahWbNm2isLCQWbNm8dFHHyEIgtyC4cSJE0yYMIGMjAysrKzo2bMnvXr1YsiQIXJvSMPPj4qKIi4ujtDQUDnrSqVSMWjQIEaPHs2AAQNMfreiKOLk5MSzzz7L6dOn2bt3L6mpqbRr146bN2+yaNEiHnnkEQoLC2nRooVRCbt03aanp3P9+nVsbW0JCAggMzOT/Px83NzcKgk3VaHEVjm3G1tQ3vd21apVrF27lvT0dIYPH86qVauwtbUlNzcXlUpFYmIio0ePJioqCkEQCA4Opnfv3gwePJiWLVtWEg/j4+OJj48nNDSUkJAQTp48SUlJCV27dmXMmDE89dRTZsdSR0dHvvzyS9599125xFmKreXLl9OjRw8ltu4jBEG44zYaf+d27weq+82loKCgoKCgYEx1oqA3cMtQFPzr9d6iKB651ztXHYIgtAYKRFGM/0v4WwpMAhoAj1JuMtJHFMUTf5UQi6Io1roxj+EP1KSkJLkMsKaYyhSsWLppzsXQlChYXFxMbGwszZo144033uC3334jMTGRunXryutIomBF8vPzefHFF/n999/p1KkTS5cuNSpfEkVRzkQ5d+4ckZGRdOvWjdGjR+Pl5UV6evptuw+/++677Ny5k5MnTxoZPNREFJTYt28fTz/9NBYWFvz+++/07t0blUpVyXVYwpy4J4qiLNA6OTlVyhp8kEVBCSkuDTMFJbHa1ARXq9WSlJSEu7u7ydiSMgVLSkqIiYnh1KlTrFixgg8//FDO7qyNKKjX6zl//jw7duxg27ZtXLp0CSjPEA0KCiIxMZHY2Fg5IwuQ98vNzY3ff/+doKAg2X3YFJL7sCiKrFmzhlOnTnH16lWuXr0qZ/9Aeeng8OHD+e6777C2tpYdYktKSpg4cSLr16+nVatWLFq0iF69esnHqNFouHTpklH2JFSdKSgIAgUFBXJsVpdpo0yuyzH18EW6tiuOoxqNhu3bt3PhwgXWr1/P9evXcXR0ZMSIEYwfP57u3bvL6+bn5/PHH38wadIkmjVrxowZM3j44YdxdHSslUNsYmKiXLKelZWFj48PEyZMYPTo0UbrSaLgJ598wpw5c/j000+xsbEhODiYHj16oFKp5HuAr6+vUfmodJwV40sSrmoiMhsK0jdu3FBii9rH1uHDh7l06RLr1q3j4sWLWFlZMWjQIMaOHctjjz0mfwe5ubmEh4czcuRISktLmT17NgMHDqRhw4a1iq2srCzWrl3L8uXLSUhIwMXFhWeffZYJEyZUKk92dHRk586dDBs2jNdeew1vb285tkRRRKvVKrF1H6GIgrVHEQUVFBQUFBRqR5Wi4L8NQRAcRFEsEARBmmVvB86JovjRHW5X/oEaExODn59frd5f3TmuanlZWZk84SguLiY6OpoWLVpga2tLSkoKAQEBjB49msWLFxu9Lz093UhMg3JX1Ndff52kpCRGjx7N6NGjTQp8UqagKS5evIiFhQUajYaEhAQaNmwomyY0atTIbPlSWVkZTk5O9O/fn3bt2rFy5Ur5uEpKSqp1OzQkLi6O0aNHk5CQwPz583njjTcIDw8nIiKCoKAguWRLFMVK4pXhZNrKyori4mJsbW1rlSlYW8HwfhcFDalKKI2PjycuLg4fH58q+/zl5uZy6tQpeUJ6+PBh+fympqaaNdW4fv06dnZ2REdH88cff3Do0CEyMzNRqVT4+PjQtm1b2rRpQ6NGjeTvQMrYs7GxISkpievXr1NSUsKECROoX7++fEzmuHXrFm5ubibPzdWrV8nPz+fatWtER0ezbds2unTpwrx587C3t5djXRRF/vzzTz744AOuX7/Ok08+ybx58/D29ubkyZPs37+ffv360aVLF4qLi6ts0C+KIqIokpGRgZ2dHY6Ojkbrmoq9/5IoWNVYqdfr5fOj1+vJyckhJSWF5s2bGy07cOAAc+fO5ezZs6hUKnr16sUzzzzDwIEDTfY++/zzz1mwYAGtW7dm0aJFRlnSBw8epKSkBCjvhWlpaSkLKQ4ODiavE61Wy8mTJzl48CAhISHY2Ngwbtw4pk2bJq/j4eHBpk2bGD16NHv27MHe3p6goCDUajVarZaoqChatmxZyf21tpnTpjAUpPPy8pTYouaxFR0dzUcffcTevXspKyujffv2jBw5kieeeMKkc/uaNWv44IMPcHJy4rvvvjN6WGYYW8XFxeh0OvkBgbnY0uv1hIeHc+TIEQ4ePIgoigwYMICFCxfKcenh4UF8fDwtWrRgwYIFdO3aVY4tjUZDTEyMElv/EAMHDgRg165d8mu3I96Z2k5FmjVrxrVr10wu8/T0JDExsUbbuR9RREEFBQUFBYXaUatmVoIgfCGK4tv3amduF0EQVKIo6kVRlGzyykRRFAVBSAJy7uZnVfyhXMP9u+3PM/wRHhUVRXh4ODdv3uTy5ctkZ2dTXFzMq6++ajLbSKKsrIwlS5awcOFCGjZsyOzZs+VeQqZ+bEo9B029vm/fPjIzM0lJSUGv16NSqWjdujWtW7empKSkUv8hCa1Wi5eXFx988AEzZsxg3759PP7440B5X6SKAmbF9xri6+vLvn37mDRpEtOmTSM2Npb58+ej1+vx8PAgLCyMFi1ayFlnhkJgbGysXA4dFBRkNhPjv4CpuDRsDF9xuVQi6e7uXmVMq9VqfvrpJ27evMmWLVuMhGcLCwuTPfSys7NZt24d+/bt4+rVq9jY2NCrVy969epFt27dOH78uCzyZWdnU1hYKJfe63Q6unTpQrt27Uzuj7lG/lAeW+ZEShsbG7y8vGjdujVDhw4lICCAhQsX8vbbb/PZZ5/J50AQBB5//HEGDBjAV199xZdffsnu3bt5//33adeuHRqNhpKSEnJzc4mKisLb25u0tLRK2YMSN2/e5MaNGzRu3Nhkmb6CaQRBkL8TCwsL0tLSCA8PJz4+nt69e6PX62UDEW9vb+bOncvTTz+NnZ2dyVJLvV7PnDlzWLx4MQ8//DCff/55JVOHq1evYmdnx/nz5zl+/DgqlYqAgABatWpFw4YNzWaVd+3alTfffJOoqCi+/PJLli5dyujRo/H19ZXFl4CAAACSk5Px9fUlIyOD7du34+vrK4+/FY2UDM/B7WI4Bhhmy/6XqS62AJYsWcL8+fOxtbXljTfeYPTo0bRo0cLs/fT3339n6tSp+Pj48MMPP1Tq1Xr16lXs7e2JjY1lz549clZz69at8fT0NBtbLVu2ZMKECaSmprJ8+XKWLl3K4MGDefLJJ4Hy3xReXl7Y2tpy/fp1OnXqREFBAYcPHyY5OZnS0lIltv4h7pbDdE22k5iYaHaZ9D3fTcdrBQUFBQUFhfuX2na473pP9qIaBEFwpFzoKzK1XBRF/V/r1aE8+zFHEIQhQEvgs7u5L9WVx9wOpaWlJCcn07Rp0yrFMcnAYP/+/Zw4cYLo6Gi6d+9Oq1atzL4nPT2dN954g+PHjzN06FD+97//yaJYTdBqtURERHDmzBkuXrxIaWkpdnZ2tGjRAnd3d2JiYggLCyMhIUF+qlwV48eP5/fff2fmzJn079//tkW5OnXqsG7dOj7++GMWL17MlStXWL9+PYmJiYSHhwPQtm1bACMh0NfXV/6rmD1UpqrG8NbW1vj4+FSZtaDVavnjjz/YunUrkyZNon379mbXLSsr49ixY6xfv549e/ZQWlpKy5Ytef/993n00Ucr7UdaWhpHjx7l3LlzlJSU4O3tTY8ePYz6Xt1Lhg0bhq2tLfPmzeOtt95i7969RiX7dnZ2zJgxg2eeeYaZM2cyc+ZMvL29mTRpEp07d+batWukpKSQkpIi96mrOPEGZLFT+qtQM8rKyoyuZ+khQEFBAVFRUXz66afs3r2bp59+msWLF8sCRW5ubqVtlZaWMnnyZDZu3MioUaOYPn26yaxqjUbDnj17SEhIwNfXF7VazeXLl4mIiMDZ2Zn8/Hx69epltj1Cy5Yt+fTTT9m7dy+bN2/m3XfflZf5+fmhUqk4evQoubm5JCYmkpiYSF5eHo8++milcV+6j7i7u1d5H6kOxRzCNIb3C8PYSkhIYOHChaxfv54uXbrw66+/VpnZJooiixcv5uOPPyY4OJhvv/3WZHyUlZVx6NAhQkJCcHV1xdPTk8jISOLj43FwcCA1NZW+ffuaNX5q3LgxH374ITt27GDz5s2yKAjlwqafnx/nz5/Hy8uLCxcuEB0dLbtnK7GloKCgoKCgoPDf4b5XQgRBaASsBVYJgrBJFMX8KlZ3B+YLgnAVaA9MFEUx9u/YzzshOTmZuLg4dDodderUMStSqdVqgoODadq0KbGxsezcuZNPPvnE7HZLS0sZNGgQubm5LFiwgKeffrpWT/pv3rzJvHnzyMvLw8HBgW7dulFSUoK/v7+8HTc3N7y9vTl16hTr16+nUaNGPPXUU2a3aWFhwSeffMKwYcNYsmRJJdOR2mBhYcHs2bMJDg7m+eefZ/DgwRw+fBjAyFzCUAi0tbUlKChILtFMTU1Fr9fj5ORktlG8Qs1JSkpi9erV1KtXj9mzZ1e57qhRozh16hR169Zl7NixVWb7nTt3ju3bt2NpaUlwcDANGzbk1KlTrFq1irp169KuXTsjge5eMWDAAGxtbZk9e7bcm7Minp6e/P777xw4cIDJkyfzwQcf0LJlS/r27YsgCDRp0oSrV6+aFfMlB2wJQyOD6pzJ/6vo9XqSkpK4dau8/W3Dhg2xtbXl0UcfJTo6mtGjRxMfH89XX33FpEmTzI6DWq2W9evXs2zZMiIjI5kxY4bZcTMsLIyNGzdSXFxM3759adOmDYIg0KdPHy5fvkx4eDg//fQTq1evZuHChWZdhxs2bEjHjh3ZvXu3kShoY2NDw4YNSUhIoFu3brzwwgvs37+fUaNGySXvhkJVcnIy8fHxgHlndoXaI/XBy8/PJz09HSj/zh599FFiY2P5+OOP2bRpE6+88grz5s2rUjTbs2cPS5cu5fDhwzz55JO89dZbJgXB1NRUtm7dys2bN2nfvj09e/bE0tKS7t27Ex8fT3h4OBs3bmTjxo1MmzaNLl26mPw8lUrFwIED+fnnnyksLDR6COfp6UlMTAz29vb069cPb29vbGxs6NGjB2q1WoktBQUFBQUFBYX/CPe9KAhYAY2Bx4ASQRC2GZQJIwiCIP6VuiSKYoQgCF8CDsAiURRNN0y5z5DKgKysrGQX2Lp163L16lV8fHwqlbY1bNgQtVqNIAhVZudZWlqiUqno3r07zzzzTK33a/369ZSUlPDGG2/QsmVLLC0t2bJli8my0kaNGnHq1CkWLVqEq6srvXr1MrvdTp068cQTT/D111/Tv3//Kt1ha0JGRgZlZWU0a9YMW1tbWVgqKSnh8uXL+Pr6mswmc3Z2prS0lBs3blBaWoqLi8sDU05cG/faO6GwsJBz587RsWNH7O3tZZfe0tJSs+6XADk5OXLfwY8++ggbGxsuX75sdv24uDjq16/PtGnT5EyTfv36ERERwdKlS9m0aRPPP//8XT8+U/Tq1YuWLVvKApQ5+vbty7p16+jQoQO3bt3CxsaGFi1aYGFhIWcIGpa2W1tbm3Qx1Wg0cqmdnZ3d3/K9/pvQ6/WkpaWRnZ2Nk5OT3LtNOrfnz5/nypUrrF27lscee6zK7bz22mts2rSJli1b8vPPP/PYY4/JY7KEKIqsW7eOzz//HDs7O5555hkjEdfa2prWrVsTFBTEmTNnOHfuXJXjiuRQPHToUKPXd+/eTVpaGkFBQdy8eROAyZMnY2FhIR+bo6OjHIfSfaSiE7LCnZGbm0tMTAze3t64ubkZ9Qa8cuUKmzZtYtq0adU+BFm8eDGzZ8/Gzc2N2bNn89prr8lCmyEnTpzg3XffRaPRMGzYMKMexlKGn4+PD5mZmfz6668m+2BKFBYWsmvXLvz8/IxK369fv86+ffto3rw5N2/epLCwkMGDByOKIjqdjoiICCW2FBQUFBQUFBT+I/wbZpUtgFVAGPACMFQQBLn+RBIEBUF4UxCEJqIoHhJFcdu/RRCE8kmkNOGQJh1Xr16VS4VMkZqaire3d5WlOCqViqFDh3L06FFycnJqtU8RERGEhYUxZMgQWrduXW15reSu2KJFCz7++ONqS5TnzZtHgwYNeP311832XKoJa9eu5d133+Wpp55i2bJlRssSEhKIiooiNtZ0sqilpSVarZaMjAzy8vJM9ncrKysjPT2dsrKy297Hf4KioiLy8vIoKjJZcX/XOHfuHKdPn+bcuXNAeRxMnDiR/Px8/vzzT7PvkxyBe/XqVaV4KJGfn0+DBg2M4l0QBFq1akVAQAAbNmygtLT0Do+m5ly/fp3mzZtXuU5mZiazZs0CMMqA1Ol0pKeno9Pp5NL22NhYWfyr2MdJrVbLmax/1/d6v2LqetRoNGRkZJCTk4ODg4M8VsXGxhIREcGXX35J69atGTZsmNntiqLIBx98wKZNm/joo484evSoSQGxqKiI999/n3nz5tG9e3eGDx9u1iSpoKCAs2fP8vDDD5vNYj1z5gwjRoxArVYzY8YMo+P84IMP8PHx4cUXX6R///5GJhSxsbFERkbKRjnOzs7yfeROyjv/y5gb67Oysrh58yZ5eXk0bNjQKL42bdqEo6Mjb7zxRpXbXrNmDbNnz+aJJ54gLCyMyZMnVxL19Xo9P/zwAy+//DKurq48+eSTZk3N9Ho9+/fvx8fHx2zG8bVr1xg+fDipqanMnz/fKMt41qxZCILAlClTlNi6jxgyZAhDhgx54LajoKCgoKCgcH9TW1HwzrpM3x7ngMWiKH4MnAaep4IwKAiCCngEWG3gPPyvw9LSUp50+Pn5ERgYKP9Y12q1XLt2TTbdiIyMrFEvtWHDhqHVatmzZ0+N90On07Fu3ToaNmxI//79a/w+KysrPvvsM+rXr8+7775LSkqK2XXr1avH119/zdWrV5k/f36NP8OQnTt38uabb9K3b19WrlyJo6MjBQUFHDx4kIKCAry8vGjZsqVcPmwKd3d3/Pz8CAgIMJl5lZmZSWpqapWOzHq9noKCAvR6/W0dx73Azs4OJyenKrNI7gYdO3akS5cudOzYUX7NxsYGDw8PVq9ebfZ9kthdlYuxIXl5eWZNN3r37k1WVhb79u2rxZ7fPnl5edy6datKUXDv3r20a9eOffv2MXXqVLkfKJSLDGlpaWRlZeHr6yvHqKH4J2FYOqxSqf627/WfpKrrydT1qFar8fb2pmXLljRo0EB+vWHDhhw8eJArV67wzjvvVNk64YsvvmD58uW89tprvPHGG5XWFUWRY8eOMXr0aHbu3MnkyZNZvHhxlYJ2aGgoer3epLgoiiJLly5l5MiR2Nvbs3HjRqPecKtXryYyMpLg4GBsbW1xdnY2Gp98fX0JDAwkICDASKhSqJraxhaUl9kGBgYaZcnl5+dz7Ngxfv/9dyZNmkS9evXMfuauXbt48803eeihh/j+++9NflfR0dG8/PLLfPvttwwePJg1a9ZU2Q4hNjaWtLQ0nnjiCZNxvX//fgYNGkRSUhIrV6406l168eJF1qxZQ4cOHWjUqJESW/cR77zzzh21VLlft6OgoKCgoKBwf1OrX3uiKJo1GhEEwc6cEcidIIriLUEQLP76/xmCIHxCuTAo/FVKnC+Kol4QhKFAI1EUdXd7H+4EqYyzqn51powbrK2tCQwMpKysDFEUiYuL49SpU3Tt2lXuKfj444+bdfC7deuWPFl2d3dny5YtDBo0CCgvtzXVXF/ixx9/5MaNGzz00EMcP3680nbNlU16eXlx6tQphg0bxi+//ML48ePp0aMH7du3p169enI/JkMeffRRVqxYwaBBg+jTp4/J7Zqa9Jw8eZKJEyfSunVrNmzYgLW1NaIocuHCBcLCwrCwsKBHjx4EBgai0Wg4d+4cgYGBsuAiOSdbWlrKwpTh9yB9Zk1MH6TsLeC+aaJek4bupuJOEqFsbGzQ6XTExcVVKmEvKyuTY1mtVsul4tJEOzg4mG7duvHbb79x/fp1o15qWVlZWFhYEBERgUqlQq1Wk5GRAZS7CptCr9eTn59Pbm6u3DPSEHd3d5o0acKKFSvw8fGpFC9VZaJmZWXh6Ogol80ZOhGbEw9iYmKA8t5aFbOKNBoNH330EUuXLqVly5a89dZbjBs3zmg9qfxQ6h1qKO6r1WpEUSQ9PR0XFxeKi4uNSof/C436Da+nimW3hudOil9BEGShtLi4mJiYGJo3b87Fixc5f/48fn5+9O3bl8LCQpOf9+GHH/Lzzz/Ts2dPunTpYvQARRRF1q5dy/nz58nIyMDBwYEhQ4ag1+v58ccfuX79usk+j1qtlosXL9KpUyfq1KljlP2p0WhYunQpZ8+eZcCAAXz++ec4OjpSUlIClMfr7Nmz6dChA2PGjKGoqEiOOQ8PD0RRxMbGhsDAQHkfDRFFUSkxN0NtYwvKH9Y1bdqUkpISIiIiaN68OWfPnmXlypVYW1szYcIEs7EltUjw8vLi2Wef5eDBg0bLd+3axfHjx0lMTMTa2ppevXrh4eHBL7/8Yja2RFHk9OnTNGrUiDZt2hjFll6vZ9OmTWzdupXAwEC+++473N3d5dgCmD59OnXr1uXVV1+tFFt6vV6JLQUFBQUFBQWF/xh38xHwduDhu7g9GVEUywRBUImiqBdF8SNBEOYCE4EsQRDcAK0oimuA5Hvx+XdCVZMQCVEUTfYSg/IJr0ajITs7m4yMDG7dukV+fj6iKNKqVSuzT/GdnZ3lz3v88cdZsmQJtra2ODo64uvrazbTKDMzk/DwcNzc3HBxcTGaTED5hNZcX6EbN27QoEED7OzsGDFiBIcPH2bfvn2cO3eOrl270qRJk0qCzciRI7l06RJTpkzhzJkz1K9fv9J2K2bjhIWF8eyzz+Ll5cWOHTuMMsg6dOiATqejQ4cOWFpaIggCERERhIaGIooirVu3lnu42draUlZWRmZmJi4uLkYTMGk/LS0tadSokcnjlZDO5YOQvSWVsDo6OhIXF8fJkye5cuUKgwYNkr8HQRCqzLqqV68effr0Yf369WzcuNHIPKFu3bpYWFiQlpZGkyZNjLKjfH19TTpp3rx5E1EUsbCwqFRaC+WZe0899RSLFi0iNTWVNm3aGC2/dq28k0BGRgYhISHcunWLwsJCCgoKyMrKQqvVUlBQgFarpX379jz//PPY2NigVqtNZjJGRkYC0Lp1a6OsvosXLzJu3DgiIyOZPHkyI0aMICYmhuvXrxuJyhYWFiZjSqfTkZmZiU6nk4VSKfNN6iH6X6Cq60kyYZHOkYODA/Hx8TRv3hwLCwsuX77MpUuX0Ov15OTkEBYWxtKlS7GzszMpsGzevJkVK1bQpk0bnn32WbkEXa/XExISwvbt20lKSsLOzo42bdrIvdWuX78OlAt4pjK2z58/j1arZe7cuUblnVeuXGHixInEx8czd+5c3nzzzUrf65dffklycjKrVq3Czs6OkydP4urqSpMmTeTxvmIGqSGFhYX33UOK+4XaxJazszNlZWXExMTg4+NjFFuNGjUiLCyM559/nqZNm5qMrfDwcMaOHYuLiwuTJ08G/v8BRWxsLNu2bSMiIgIrKyv8/f3x8vLCysqKpKQkeV1TsXX9+nWysrJYuHAhAwYMkF/PysrilVde4ciRIzz33HN8+eWXlVpiHDp0iL1797JgwQK8vb0rxZYoilX+HlFi694iPRg19fDr37wdBQUFBQUFhfubWouCgiD0Bb4C/ACpwYwAVE47uov8lQ0oiOV8KAjC28CPQDYw+l5+9p0gTT4q/jg3nNQZGglUFA41Gg35+fn4+/vLT/DXrFkDID/Nr46+ffuyePFijh07JmcLmuPHH39Er9fTtm3bGm3bHC4uLgwfPpzExESOHj3Krl27iI+PZ/To0UbuhdbW1kyePJkPP/yQN998k19++aVK8SM2NpYhQ4ZQp04dfv/9d1xcXCgsLCQkJIT27dvj6OgolzxLWQ6tWrVCr9fj5eVFTEyMbGgRFBQkl4xBebmh9L3UJhPiQcrekuLUxsaGunXrkp+fT1paGp6enrRv377G2xkxYgS//vorq1atYtq0aZW+04SEhBqXDt+4cQPAqFF+RR5++GFWrlzJ1q1bjUTB4uJiTp06xYkTJ7h69SpQfo05ODhgb2+Po6MjjRo1wsHBgbKyMg4cOMCCBQuYPHmy2f5Z165dw8rKimbNmgHl1/KiRYv48MMPqV+/Ptu2bWPgwIFoNBpsbW1p1qwZISEheHh4cOXKFdq3b28yXqRYdHV1pXHjxri4uKBSqR4Y85uaIgiCyWOWspTUajVZWVmkpqaSm5tLamoqRUVFtGvXjoCAAAACAgKYOnUqTZs2ZcyYMSb7TR46dIhJkybh4+PDSy+9hKWlJXq9nvPnz7Nt2zZSU1Np2LAhbdu2pUmTJjUeD3Q6HWFhYZX6vW3ZsoWpU6diZ2fH+vXrGTx4cKX3Zmdn88UXX8iZ0xqNhqKiIjw8PNDpdLIwr9FoyMnJoaCggAYNGhjt24P0kOJuU5vYgvKxJzQ0FMAott577z30ej1vv/22yc+Jj4/nySeflPsNSg7DMTEx/Pnnn0RHR+Pg4ECzZs1o0aJFrUp0L1y4gKOjIyNHjpRfCwkJ4YUXXiAzM5MFCxbw6quvVnqfXq/nww8/xMPDg9dee00+ZiW2FBQUFBQUFBT+29xOpuBi4GPgAqD96zUBWHe3dsocoiiKBm7DUZQLkaNFUTRvW/oPY25Sr9FoyMzMJC8vj+bNm1fqJSYhvWZnZydnG126dAkHBwc8PDxqtA+dOnXC1taWI0eOVCkKRkVFsXv3bgICAu6KyCUIAl5eXnh6ehIWFkZoaCizZs1iyJAhPP300/J6Pj4+TJ8+nTlz5vDII48wZswYk9srLS1l8ODB5Ofn8/TTTxMWFoavry8hISGy0UXPnj0rvU+tVtOqVSvy8vLkUlY3Nzf0en2l8mBDgfZBEfqqo2LWkb29PXq9nsaNG9O+fXsuXrxoUqg1FGPt7e0pLS0lNTUVNzc3nJycGDt2LC+//DIXLlygQ4cO8vtEUSQhIcGsyBgbG0vv3r0ZO3Ys//vf/2T316pEQRsbGwYNGsT69euJiIggLy+PkydPcvLkSYqKinB1deXxxx+na9euRr26YmNj8ff3l/8dEBDA0qVLmT9/vlGGoyHXrl3D3d1dnsh/8cUXTJ8+nWHDhrFgwQLi4uLIzc2lTp06NG3alB07dlBWVkZYWBj5+fnodDoefrhyUrVhLJrKPPqvY5h17ezsLMeora0trq6uFBcXY29vT7t27ViwYAHHjx/nyy+/xNraupIoGBISwujRo2nevDkTJ07ExsZGdhU+ePAgbm5uvPjii3Ts2LFKwxxTXL58maKiIqOxaPHixcydO5dOnTqxbNkykxnRUG7AlJeXJztpS+X50vUpYWlpSXJyMq6urmg0GqN7zIP0kOLvwlRs2dra0rhxY7KysmjUqBFqtZp27dqxZ88elixZwrPPPkuzZs0oKCgw2lZGRgaPP/44Wq2WHTt2EB4eDsDx48dZsWIFTk5OjBw5kj59+rBu3bpaCYIZGRkkJSXRv39/WcTbv38/48ePp1GjRmzbto0WLVqYfO+6desICwtj3rx58liqxJaCgoKCgoKCgsLtiILJoij+VvFFQRCeuQv7Uy1/CYOWlJukDBBF8erf8bl3G7VaTV5eHqmpqVhZWWFtbY27u3ulbBRTouLp06cJDg6uUeZKQkIC33zzDcXFxXJmkzm2bt2KnZ2d2UnF7aJSqQgKCuLZZ5/l+++/Z+/evYwcOdJo/6dOncrBgweZMmUKvr6+dO7cudJ29Ho9zs7OxMfHk5SURGlpKbt27aJLly5yRk1hYaFJEVaa9KjVamxtbWWXV3t7eyP3UEMR9r+CuUxVS0tLOnXqhF6vx9fXl5KSEuLi4vD29sbW1paQkBDOnz8PlIuxqampJCQkIIoinp6echlcxXMZExNDYWFhlZmuDRo0YMSIEUB5iaeFhUW1k9HHHnuMffv2yY3RHRwc6NatG23atMHPz69G5bdt27ZlwoQJ/Pjjj2aNcq5fv250LV29epV69eoxdepULl68yPbt21m6dCmJiYmEhYUBMHnyZGbMmCFnCppCMhpSMI1h1rVKpcLJyYm8vDwCAwNRqVRyP8iPP/6YuXPn8tBDD8nimoRWq+X06dOMHz8eZ2dnNm/ezKFDhwDYs2cPBw8epH///pXGp5oiiiLh4eG4uLgYZcJGRETg6OjI5s2bsbKyMpm5uH37dpYsWcKoUaOMHt5I94DS0lKSk5Nxd3cnJSWFW7duYWdnh6enZ633U8EYc7Hl4OBA586d5djasGED48aNw8/Pj5kzZxptQxRFIiMjee2118jIyGDbtm34+/sTHh5OREQEv/zyC4GBgbz22ms1clw3RXh4OFZWVkbGTjExMWi1WtauXUvz5s1NxtaVK1eYOnUqXbp0MXJKrhhbTZs2VWJLQUFBQUFBQeE/xu2IgpsFQegniuL+Cq9/BTxxF/apWkRR1AmCsFM05ZTwL0GlUhEQEIC9vb1shKHT6ap0NAXIzc0lJCSEDz/8sMr1zp8/z4oVK9ixYweWlpY8//zzvPTSS2bXLykp4ciRI/Tu3fueuQ2q1Wo6dOhAaGgoGRkZRn3VLC0tWb16NQ899BBPP/10pTJQKM8UO3r0KD/88AOzZs3iyJEjtG/fnjfeeAM3NzfOnTuHnZ2dyWxBQ3HVUCAEKvUVtLe3r5GAJJnI/NubrltbW6PRaEyaqUjGIFlZWRQVFREdHY0gCPj7++Pv749er5dFrsaNGwPlWZg3b95k0aJFPPXUU0bOuwAnTpwAoHv37ib3x9fXVxbT4uLi2L59O56entXGZd26dfnyyy85fPgwfn5+cs9NqadgTZHOgymDkrKyMlJSUoxizMbGBo1GwyeffMLx48cpKSnBysqKbt268cknn3D69Gm+/fZbHnroIYYNG6ZkAZrA8Foyd+1JzrE2NjaySQ38v5Cj0+n45JNPmDt3LqNHj+bnn39GpVIRGxvL9u3bOXz4MEePHiU/Px9nZ2e2bNmCm5sbAGfOnGHDhg106tTptgVBgPT0dDIzM3nooYeMjqNz585s3bqVlJQUkw9n4uLiePHFF2nXrh3ff/+9SdFIEpl1Op0sOJp6kKRgzN2Kra1bt/Lcc8/Rrl07du7cSd26dblx4wY7duzg8OHDHDp0iPT0dKysrFizZo0s3F27do3vv/+eJk2a8Morr9y2IFhSUkJMTAz+/v5GWdOSs/Dly5dN/n4oKChgzJgx2NrasmrVKpMVCUpsKSgoKCgoKCj8d7kd9ecMsFEQhLqAZGErAH9risu/WRA0LNf09vaWG9mb+rFekePHj6PX6+ndu3elZTqdju3bt/P9999z7tw56tatyxtvvMHzzz8vT37NIZVZDhgwgJMnT972sVWH1Kg/KSmpktmCi4sLGzduZNiwYfTr148ff/yRJ5980mgdS0tLXn/9dYYPH857773HunXryMjIYPbs2XTs2LFGfe9UKpXRBLFiX0FTmBIA70fX4dshOzub3Nxc7O3tadCggew+bGFhgZubG0VFRUbx4+XlhUajQa/X4+/vz759+xBFkX79+tGsWTP0ej0LFiygqKioUjYNlIuCzZo1M3IlNseSJUuwsbGpccaKq6urUa+t20G6Dk2JghkZGWi1WiOzHXd3d4qLi7lx4wYvv/wyDz/8MH369JFF6KKiIvr27cuYMWM4cOAAXbuaNXGXqcpI4kHE8Fqys7MzKeJUvE4NhX5RFJk9ezbz5s1j7NixvPjii0yePJn9+/eTkJAAgKenJyNGjODhhx+md+/eskHRlStX+Omnn/D392fixIl3dL4l44iK4kyXLl2AcvGxoihYVFTE6NGjUalULF261GyZvFqtRq1WY2NjQ2lpKc2aNftPxMadcqexBbBp0ybGjh1LcHAwS5Ys4X//+x/79u2TS4OdnZ156KGH6Nu3Lw8//LA8Xl6/fp1FixZhb2/Pm2++WaN7vDmuXLmCTqerZD4iGR6dPn2aYcOGGS0TRZHXX3+dK1euMGvWLLNjrhJb9wd3eu+6X7ejoKCgoKCgcH9zO6LgCmAJEAro/npNoDxT8D+LKY3SsHm54Q/siuWabm5uWFtb4+zsXGk7Op3O6L2HDx/GxsaGTp06kZaWJk9sDhw4wNy5c0lOTsbDw4MpU6bwxBNPoFarKSwsJDY2Vt5GZGSkXA4lsWHDBpycnOTMGnOUlpaSmJhocpmDgwMXL140uaxhw4ZcvnxZLm0KDQ2Vm6+r1WojB+EvvviCOXPm8Nxzz7F3716++OKLShMUtVrNN998w/Dhw5kxYwbPPfccjz32GF9//bVsEKHX681mZej1enmbhr3cpPNfMaPElAD4b2+6Lh2rs7Oz/NfQfdjOzg6dTkf9+vXR6XTY2dnh7+8vi4aOjo6cOHGCbdu2AeDo6Ejfvn2Ji4uTyyA9PT0pKiqSP/P69eucPn2aRx55RO4VKBEfH098fLz876ysLDZs2EC/fv24ceMGWVlZJo/D1tZWNt8xRUUHbUOsra0riX+FhYVAuQB48+ZNo2UREREA1KlTh7KyMgDeeustJk6cSL169QC4desWpaWlRmV8v/zyCwMHDuSxxx7j1KlTZk1WRFGUHccNhQxpmeF1II0ver3e7PH9WzC8liqKOBJSr7e6deui0+nk10VRZObMmXz22WcMHjyYVq1a0bdvXywsLAgODubxxx+nSZMm+Pj4yNf1hQsXgPIsrm+//Ra1Wo2np6ccy4ZUjNOK+52ZmQmUlyZfuXKFZs2akZ+fT25urmySU7duXZycnDh06JD8QEfqbfnpp58SGRnJ8uXLCQgIMPt9SvcJqf0BIBtVGbpT/1dcqmvKncQWwO+//864ceNo2bIlL7zwAv379yc3N5fWrVvz0ksv0bRpU7mEHSA6Opro6Gjy8/P54IMPKCwspFu3bhw8eLDSvuXn58vjjan9lmJLFEXCwsKoV68eKpXKKLag3Ezr+PHjRvEG5a0XNmzYwJgxY3j55ZeV2LrPMWUQ809sx9PT0+i7fu2114yWmfsNqKCgoKCgoPDv5HZEwRxRFBdWfFEQhFfuwv48UJjLJDOcpAiCUGUvMZVKZfTj7OjRo3Tu3Fl+sq9SqdDr9cyaNQsHBweWL1/OgAEDiI+Px8nJyey+GYpwBQUFREVF0b9/f+rVq2eUzaDRaLC2tpZLHouKiipl+EmkpqbKmYAV0el0coZMgwYNKCwslP+dmZlpNBFzcnJi/vz5LF68mNWrV5OTk8N3331nMhuvZ8+enD9/nkWLFvHpp58yYsQIDh8+jJWVVaVzZ4jhMgsLi2p7uZkSAP/tTdel4zeMP2lia2tra5RRKcWaRqOhoKBAPvZu3bqRl5eHKIp06dIFlUrFF198gU6n44MPPqgk5l6/fp2ioiL69OlTyWwhKirKKPb+/PNP9Ho9jz32GCtXrpTFy4pERETIpcumqMq9V6PRyK6iEpKYp1Kp8PPzM1om9VDs0qWLfE1YWFgYlV6bijtXV1fWr1/PwIEDGTx4MHv27CExMVE2aZEQBAFBECqNEaaQxheNRmP2+P4tGF5LhqWbhsduaWmJi4uL0WuiKDJjxgwWLlzI4MGD6d69OzNmzKBZs2Z8+eWX8hgYGhqKVqvFkOzsbObMmYNer8fNzY3k5GST+1aVE7u9vT2PPPIIUN6TsKysjEmTJuHr64tOpzMaHzp06EBYWBgODg7yd1xQUMCKFSt46qmnGD9+vLyuqe/cysqKRo0aodfrsbS0rCRy/ddcqmvK7cYWlJtzTJgwgaCgIF599VXee+89RFFk+fLlsrAfGhpaSUgsLS1l3rx53LhxgyZNmpCZmSkLfIZYW1tXGn8kDGPr6tWrrFu3jkmTJvHII49Uiq0uXbqwePFiRFHEyclJHj++++47/Pz8WLlypTwWK7F1/yI9QLvTB413uh1J9DO1HUUYVlBQUFBQePC4nfqQo4IgmPoVO+5Od+bvQBCExoIg3F0nDTPY2dkZ/UCXkCYptS3PkfoJViwdPnfuHOnp6UydOpWBAwfWumfZ2bNnKSsro1u3bkavazQaQkNDOXv2LFFRUaSlpZlsYl5bpGbmVWFlZcVbb73FpEmT2LlzJ4MGDZKNKypibW3NtGnTWLFiBefPn2fOnDlA+Q/aI0eOGGViFBcXExERUWX2mClu9zv7tyGVzUnHWfHfgiCQnJws/9vR0ZERI0YwcuRIHB0dSUxMZOXKlTz33HMms+HOnDmDIAgmjWQMyc/PZ9++ffTo0QNXV9e7fJRVIwnKpmLk2rVrstttbfHz8+PXX38lISGB5557jiNHjrB582aTnyMIgsneloWFhXKGpzS+3ElJ4v1IxZiTKCkp4cqVK5SUlFBUVMTJkyd5++23WbhwIS+99BJdunRh5syZeHt789VXX1X5UKSoqIj58+dTWFiIm5tbpczp2lJWVsaePXvw8vLCx8fH5DodO3YkISHBSBxatWoVubm5vPnmmzX+LMPYMHePUTBNTWPr1KlTrFixggkTJtCjRw9efvllPvjgAwC+/vprs5m+UJ6F/t133xEdHc1rr712VwS1nTt3Ymtra7JfLpTHliiKcgYslBuSnT17lsmTJ9f4vqXE1j/LoEGDjEyGHpTtKCgoKCgoKNzf3I7C0RM4JwhCiCAIB6X/gFF3ed/uOoIg+AHL+Zv6H5qb2FeFRqPh7NmzlbJ/SktL2bx5s8l+gtu3b8fW1pZ+/frd1n6ePHmSxo0bV+rblptb3jKyQYMGlJSUkJCQQEJCAqdOnSImJobk5OTbEgk9PT1JT0+XsxDMIQgCTzzxBL/99htJSUn069dPNqAwxRNPPMHEiRNZsGABR44cISIigjNnzsjZXQCxsbFERkYalUjr9XoKCwsfiDLM2lLx2LVaLfHx8ZWyqiQuXbrEzp075V5aFfnkk09QqVS8++67JpefOXOGli1byuVt5tixYwclJSU88URl76KioiKuXr3K5cuXiY6O5saNG0RFRREZGUlERASXLl3i8uXLJCQk3NZ3KggCNjY2JnsKXrt2DQ8Pj9vOlujatSsrVqzg6NGjXL16leLiYv744w+j610URSPxT0LK3JGyN25nfPk3UTE2Y2JiuHr1KgkJCYSFhTFr1iy+/fZbXn31VQYMGMDs2bPx8/Pjiy++kFsTmEKn0/HFF1+QnJzM22+/bdRiQKfTkZWVZbIdRFWsXr2a69ev88QTT5j9PiTjiXPnzgHl19rixYvp3LkzjRo1QqvVotFoOH/+vFHJfVU86DFwr6gqti5evMiPP/7Iyy+/TO/evfnss8/krOdFixaZNIoxZPXq1Zw6dYpnn33WyExJFEWysrLktgM15fjx4xw7doxHH33UrEDXrl07LC0t5dgC+Oqrr6hTpw59+vRRYktBQUFBQUFBQcEstyMKNgJeBxYBv/z13yog/S7u111HEARfyvd5vSiKh293O02aNJFL/ARBYPbs2VWuX1ZWRnp6eqXyInNcunSJ0NBQLl26ZPR6amqq3G9N6pknUVJSgl6vN+rHVhtu3Lhh1G9LQqPRoFKp8PHxoV27drRr1w5XV1dsbW1JSUnhypUrJkunqqNVq1aIomhWWKrIww8/zJYtW8jMzGTv3r1Vrrtw4ULc3NyYPXs2Xl5edO7cmQ4dOsjLfX19CQwMxNfX1+g4a1qGKblUVic2zZ49W46RmhhqSNQ2vu6UiseelJREXFyc2UzOrKwsMjIyTJbC5efnk5SURJ06dcyKMqmpqWYzqSRyc3PZvn07nTt3xsPDw2iZXq8nPDycpKQkeT8ksaywsBCNRkNxcTHZ2dlcu3ZNFrZrQ1paGsXFxSYn4FqtttaCUUVGjRpF27Zt2b9/P2lpaaSkpBAZGSkvryj+SUgl3ba2tsyePRuVSoVKpTJbsl+Rvzu2qqO6a6libDZv3hw/Pz+8vLz4448/OHLkCK+//jrTp09n0qRJ+Pj4sHDhwioFwbKyMr755hsuXbrEiy++aORwLooiKSkppKen11g4gfJM623btvHII49UyrY23PaOHTuA8kxUURR5+eWXiYmJYfz48cTHx8txEBYWZnZs1Ol0pKen11pYqg23M3Y9SLEVExPD+vXreeihh9i4cSOvv/46KpWKb775ptJ4VJHNmzezfft2Hn30UYYOHWq0LCMjg/T0dHJycmp8HCkpKfzwww8EBATw9NNPm11v9+7d6HQ6OeP1u+++Y+PGjTz77LOkp6fXKLbg/3+v3Kv4ut37ooKCgoKCgoKCwr3jdnoKfiqK4uqKLwqCkHPnu3NvEAShMXAEeEMUxY2CIFhRntnoQLmD8gZRFGukbKWkpFTZv6wihq6G5nrxGdKqVSujvxJOTk54enpia2vLunXrjCaf77//PgcPHmTGjBkmG+VXR+PGjU0209fpdFhaWspioVqtpl69ejRt2lTOerh48SKRkZG0bt26xp/n4eFB/fr1CQkJoUePHjV6j2T4ILl4msPe3p5HH32UjRs3EhkZyYABA4yW29raEhQUZCTsGPaZqo6aOA7r9XreeecdZs6ciUqlIjU1tcYToNrG151ieOxarZbS0lLc3d3N7m9AQADp6ekm+2AdP36cxo0bc+DAAT755BMWLFhQaZ0GDRqYFBQN+e233ygpKWHMmDGVlqWkpFBYWEjr1q1p0KABUC5kVjxnxcXFnD59ulbiDvy/eKNWq+nVq1el5Z06deLLL78kMzOzWnHTHAcOHCAsLIzJkydjZWWFg4MDLVq0oLCwELVabdbApri4GL1eT3FxMbNnz5aFl6p6eRryd8cWmHbtlqjuWqp4XdrY2ODv7893333HV199xbhx4/jiiy944YUXyM/P54svvqiyx2dZWRmLFy/m9OnTjB07loceeshoeXZ2ttxqQKPR1KjsMy8vjzVr1uDj42PUE7AiP/74IytWrGD8+PH07duXL7/8kpUrVzJmzBieeuop8vLyaNKkidzbs6LDrERNnNLvlIqxVZOx65+ILTAfX7cbW4cOHeK1116jY8eObNq0iZUrV3LhwgU++uijaq+xrVu3sn79enr06MH48eONHrIVFhbKRklFRUVm+6MaotPpWLhwIdbW1rz11ltYWpr+uXbo0CHef/99unbtyiuvvMLOnTt54403GDZsGB999BGFhYU1ii249/F1O7GloKCgoKCgoKBwb6l1pqApQfCv17fe8d7cI0RRTAV2AtIs+xegP9CJcjflXwRBaH4vPtvFxYXGjRvj4uJSo+yFixcv4uXlVck1NzQ0lPT0dIKDg2XRRKJ+/fqMHz+ekJCQanv1maJp06YkJyebdD42NxERBAEXFxeaN29OZmZmrbIUBUGgXbt2REVFmSzRNMWxY8ewsbGRS/Cqol+/ftWWJlekphk4NemzZC7T606oaYZibTHssZWUlERSUhLW1tZme6x5eHgwaNCgSqXmAD169GDUqFGMHz+eH3/80ahsW8LV1ZX0dPNJxcnJyezbt48BAwZUmjBKpc316tUzMvYwhY2NDSqVqtbfQWRkJImJifTr18+kSNy1a1egvF+XxNmzZ/nss89qtH1RFPnoo49wd3dn5syZ9OjRg9GjRwPlmZYajQZBELC1tSUjI8MoHv+NPb6quhZMHY9OpyMtLU3O8KzY/23NmjVMnTqVxx57jCVLlnDkyBF+/fVX3n777SrLOsvKyvj22285efIkY8aMqZTFVVxcTEZGBo6OjlhbW9cobsrKyjhw4AAAU6dONXnNiKLIwoULWbBgAUOHDmXGjBmsWbOG7777jr59++Ll5cX58+fx9PQkNzeXS5cuERgYKJ+Tite94f1EwXx83U5snT9/nqeeego/Pz/++OMPbt26xcyZM3nkkUcqCcgV+eOPP1i7di3du3eXMwslysrKSElJwdraGkdHR4qKimqUbXzixAmSk5OZMmWKWRFx27ZtvPzyy/j7+7NkyRLCwsKYOnUqXbt2pWXLloSGhtY4tkCJLwUFBQUFBQWF/yK3kyn4r0QUxUmCIMwWBOEksEsUxU8ABEH4HNgDTAMm3e3PtbCwwNXVFUEQKCwsNOnmJ00QIiIiuHDhAjk5OfTs2ROVSsXly5fx9fWlY8eOWFhYoNFoOHHiBDt27CA4OFgW7QYMGMD8+fPZsWMHEydOJCIiwmxZb3JyslGprL29PcXFxVy6dIl69erJmQLSREv6N5SLSFevXjXad3t7exITE2nYsKHZhubW1tacPXtW/rdarUan07F161ZatWpFdna22XMoGYYEBwcjiqLRBLCkpKRSOXWXLl0QBIFDhw7Rv39/k9s0nJRpNBquXbsmu+pWZSIhCEK1jsPmMr3uhJpkKNaWihPTpk2bymVder3e5HdpYWGBs7Oz7HptiOSW2bp1a/bs2cOUKVM4dOiQkVji6Ogol8xWJDo6mk2bNmFpaUnTpk05cuSIvCwnJ4eUlBR0Oh02NjZGPSEtLS1Nbs/Kyopbt26ZdZWFcpFSykLV6XTs3LkTZ2dnPD09uXnzJiEhIUbr6/V67Ozs2LVrF6+//jpQLlR9//33dOzYkd69e5vtxwiwa9cuzp49y7Jly6hTpw7t2rXD1tYWKP8+bG1tEUXRKGPHMB6lmDL87u60nPleYupakPZX6llm+FpmZibXr1/Hzs6OZs2aGQmz27dvZ9KkSXTt2pX//e9/XLt2jZdeeglPT0+ee+45Dhw4YNJkSa/X8/333xMXF0erVq3QarVs3LhRXl5YWCjHgJWVFVqtlsLCQtLT0xEEwWxma3R0NJmZmbz++uvY2dmRn59vtFwURT788EPWr1/PqFGj+Pjjj9mzZw+zZ8+mb9++rFy5kq1bt9K2bVuKioq4cOEC8fHxWFhYyC0PKjrA1sQp/b+EufiqbWxFR0czZMgQ6tWrx08//URRURGvvPIKWq2W6dOnEx4ebtbAa+3atZw9exZ3d3fc3NzYvHmz0b4kJCSg0+moU6cOZWVllJWVcePGDSwsLHBzczMZXykpKcTExDB06FB8fHwqxZYgCPz66698/PHHdOjQgR9//JHk5GReeukl3N3dGT9+PCUlJbWKLUCJr3+YqrKN/83bUVBQUFBQULi/eWBFQUEQGgB1AZ0oigkAoijOFgShPpD51zq2oiheFgRhOOWuyt+Lohh6m59X5XKdTkdeXh52dnaVMpCk9wYFBVFWVoaPjw9qtZrz588TFRVFWVkZ7du3p0+fPmRlZdGwYUPWrFnDkCFD5IlKo0aNCAwM5ODBg0yfPp3S0lKzAl3dunVp166d/G8bGxv++OMP7O3tadeunZHoZG1tbfTviIgIs8eYkZGBv78/9erVq7SsoKDAaOLm7e2Nra0tSUlJ9OzZs8oMQJ1OR2RkJDNmzKjkKFpcXFwpQ8fV1ZX27dtz+PBhNBoNkZGRRhkSEoZl0Z6enuTl5aHT6SgrK8PCwkIuS6tto3XJqfhuci+ERum4JHMFZ2dn2VVTmlhXpLS0lNTUVNzc3CgpKeH06dN06dLFqI+bm5sb//vf/3juuedYtmwZ06ZNk5c1a9ZMPq8Vz1FUVBSJiYl069at0nFeuXJF/v8bN24YLTNlkgPl5aAFBQVVOoW6uroyePBgANatW0deXh6fffYZ7dq1IzIyslLGLpSX9l+8eBELCwsEQZCzXefNm0ffvn1xdnY2KSCUlZWxYMECmjdvzrhx4yguLqagoEAWmtVqNVlZWbi4uMiZOi4uLtXG3/1sBFDdtaDX69FoNLKAW6dOHdzd3VGr1ajVakpKSoiOjiYrK4vRo0cTGBjI0qVLsbW15euvvyYhIYFVq1bJ61ccHwwFQQ8PDxwdHSuJxIbxZPhwQir3HD58eKX9vnDhAnv37mXAgAFG8S1RWlrKW2+9xfbt23nvvfeYO3cux44d4+2336Zz5848//zzpKSkYGFhwbVr1+jQoQPBwcHUrVuXwMBAoDxepHuG4fVwP3/ffzdVxVd1sSVduwcPHuTVV1/F0tKSX3/9lYYNG7J//3727NnDu+++i4eHB1evXjXpZr19+3bOnj2Ls7MzTZs2NXqABuX3RMmMy7C/6a1btwDw9/evFF8pKSnMnz+fgIAAFi1aVGksEUWRb775hi+//JKhQ4eydu1abt68yZAhQ3BycmLEiBF4eXlx9erVWscWKPH1T9CsWTOuXbsm/3vChAny/5u6t1WHIgoqKCgoKCgo1IbbMRq57/nLVGQb8CVwRRCEaX+JgYiiOAVY89eqJUL5L+BQyrMF801t726QlZXFjRs3KC4uNhLrpLJVnU6HWq2mVatWREVFodFoaNWqFUFBQbRo0UJe/5FHHqF79+7s3LlTnrRKPPHEExw/frxSeWZCQgJ//vmnWdMF6Uen4Y9SQBbHaoqFhYVJ52RTqFQqvL295SyKqjh+/DiiKJrs8WaOhx56iPPnz3PmzBnCwsKMjBwkSkpKiIiIQKvVUqdOHaytrbl58yZZWVn3pAT4TpAmv+aE3jshKyuL69evExoaSmlpqZEzZ1FREefOnZPPQ0pKComJiaSmpnL69GlOnTplVEpbWlrKtWvXGDRoEMOGDWPOnDkkJibKy6UslIyMDKN90Ov1nDlzBkdHR9q2bWu07HYz4SRRqSZN87OysuRenYaCuSlat25NZmamnK0oxfuRI0c4fPiw2ff99ttvREZG8sEHH2BpaYmdnR2Ojo7ypDwrK4u0tDQyMzPljJ3aXH//RiTDh+TkZBITEzlz5gx169bFyckJQRCIjo5m+/btjBo1Ci8vL5YvX46DgwP79+/n22+/5bHHHqNnz54mt63X61myZAlHjx6lUaNGJnvCSeJMbcjIyGDVqlV4eXnx1FNPVVpeWFjI888/z/bt2/n888/59NNPiYyM5IknnsDLy4upU6cyaNAgvLy80Ov18l+9Xk+HDh3kh0aZmZnyPUMRamqPqdiqU6eOHFtQXqL7zjvvUFhYyIoVK/D09OTq1au8++67+Pv788ILL5jd/s6dO1m1ahV16tTBz8+v0ndUXFxca/Ov4uJili5dilqt5qWXXqp0/ev1eubMmcOXX37J2LFj2bBhAxqNhsGDB1NYWMjbb7/N+++/T7du3fD39yczMxONRkO9evXw8vKSH6ApsXV/ce3aNURR5ObNm9y8eRNRFOX/DO+fNSUzM7Pa3r1/53YUFBQUFBQU7m9qpDAIgmB61nUfIghCE2AZ8JUoikOBt4APgGBpHVEU8wRBsAOaiOWKwyOAC1B4r/bL2dmZxo0bV+oNJAkBksAnCVnnz59HrVbTrl07o8xCBwcHZsyYUakEDspFQVEUjcxGRFFk48aNHDx4kE8//ZS9e/eaLPts0KBBJVFQr9fXSpRo1KgRWq2Ws2fP1kiI8fHxobS0tNofvUeOHMHe3p727dvXeF/69u1LWVkZGRkZtG3bVs6QMOTq1atERkbK5dDOzs64ubnh7Oz8r+zfdrtIMXnr1i0SEhKIiooiKytLzrIMDQ2VRdUmTZrQrFkzGjduTJcuXejatats/pKbm8uqVau4dOkS+/fvp3Xr1mi1Wn744Qf5s6RS2IrC9fbt28nOzqZbt26V+lgmJCTc1nFJZbmSeURVrFy5Ep1Ox4svvljtupKpzsGDB4HyMjxPT0/q1q3LJ598YvI9paWlzJkzhzZt2jB27FigstBrb29Pbm4u1tbWxMfHV1mG/KAgZfc1bdqU4uJikpOTjYQUKysrlixZQt26ddm5cyf169fnzJkzvPbaawQGBjJ37lyT29Xr9fzwww8cOXKEkSNHmjR50mq1RmXoNUGr1bJ06VJUKhWTJk2qFKu5ubmMGTOG48ePs2DBAqZOnUpYWBj9+/fH3t6eHTt28OSTT2Jvb09kZCR5eXlERkZWug+A0t/tTjEVW4b3mry8PN5//32Sk5PZunUrAQEBpKSk8Nxzz2FpacmPP/5otrfqzp07WblyJZ06daJZs2aVHtaIosjVq1drJbiJosjatWtJT0/n+eefp06dOkbLdTodU6dO5eeff+b555/np59+Ijs7m/79+xMfH8/mzZuZMmUK9vb2ciZkeHg4586dqxRfSmzdnzz11FMmHzT827ejoKCgoKCgcH9T07SjJYIgtKp+tfuCzsBVURR/AxBF8TtgEfC6IAgq4S8oFwnfFAThJ+BdYJIoipUteO8SlpaWNGzYsNIk0lCIAujQoQOtW7dGFMVKGXc3b97kiy++kI0JKpbyBgYG0rx5c1asWCFnV2m1WrnfWmlpKTt37pT7Zxni7u5u1JfN8P01xcbGhiZNmpCTk1OjDBxpol6xHFQiPz+fOXPm8NNPP9G3b1+zEzRTtGzZEoC4uDg6duxosrm6n58fgYGB+Pn5AcbfkdST6r+QRaHX62V369LSUkJDQ7l16xZqtZrAwEDatWuHt7c3586dQ6fT4eHhITfN79+/v1w6fPToUa5cuUJ6ejr9+vWjX79+9OnTh71798qfJU10K2at7t+/H7VaTfPmlf1+aiMKiqJIbm4usbGxsrhUXSZqSUkJ+/btY/DgwTVyUJWu1xMnTgDlcX/t2jVycnI4c+aMXC4oUVhYyIgRI4iPj2fEiBFmRcrExEQyMjI4deoUsbGxJCUl1eSQ/9VIRjfW1tZ07tyZVq1a0ahRI3n8mTlzJmVlZezatUvO9Pvll1+wsrJixYoVZktHlyxZwuHDh6uc1Obl5dVqfCstLeW7774jKSmJCRMmmDR/mDVrFhEREfzwww+MHDkSvV7Pc889h7W1Nfv27cPT0xONRkNYWBiBgYF06dKFjh07VroPAP+ZbNF7hanYatiwoRxb33zzDRcvXmTDhg10794dgD///JMbN27www8/mC3b3LVrFytXrqRjx468+eabJu8RJSUl5Ofn19gYShRFfv/9d86cOcOQIUNMurv/8ssvbNmyhbfffpuPPvoIlUrFtGnTuHLlCmvXrqV3795Aebbh2bNnq4wvJbYUFBQUFBQUFBQkatpTUABGCIIwF7gFHAL2i6JYe6vbe08K0EoQBH/KxUE9sAVo8df/IwiCNXAasAGaA5+IophY2w+Syivt7Oxuu6xTEqIk7O3tqV+/PqGhodjZ2REcXJ7gmJKSQnBwMJmZmXTt2pXly5fz+OOPG21LEATeeOMNXnvtNYKDg2nRogXW1taMGjWKs2fP0qRJEzp16kTdunUr7YeDg4NR9pYgCDg7O3Pz5k2ys7OpX79+tceSn59PRkYG7u7uZt0SDZFEj4qTL1EU2bVrF/PmzSMzM5MXX3yRDz/8sNrtGSKVtLZt21Y2KXFwcKCoqEhu2u7g4EBQUJDR+6Q+VBV7CUoGJ7fTY/B+JyUlheTkZLy9vYHy716KaSkGjx07RnR0NIAck/n5+UY9BaXy7l69euHk5ESPHj1o0qSJUT9ASSyuGE+tW7fm0KFDFBUVGZnwQLmrsanyb4ni4mKuX79Ofn6+LPhaWFjg4uKCq6trtbGbnZ2NXq/H19e3JqcLQRBwd3cnJiYGgFWrVjF48GCsra3p2rWrkfHNrVu3GDx4MCEhIUyZMgVRFNm/fz/169eXY1JC+nzJ5MTd3b1G+/NvwHCsFARBvs7UarU8dtra2uLj40Nubi6ZmZkcPHiQvXv38tJLLxmJxcHBwezatYucnByT3+2VK1c4cuQIw4YNY+TIkWb3qX79+rRs2ZKoqKhq97+srIylS5dy+fJlxo8fL2eLGhIWFsaWLVt47bXXeOSRRwDYvXs3UVFR/PLLL/j7+wPlphaXLl2irKyMPn36yO+vicGDKIoUFhbe0T3nQaPifbgmsXXhwgXZLVj6rgA5Gz0lJcVkZnpeXh7r16+nTZs2TJ061ayoZmtrS5s2bcjIyCAtrfpnjX/++ScHDx6kb9++co9TQ27dusXXX39Nr169mDx5MoIgkJyczG+//carr77KY489Jq97+fJl2SCpNvFleI9TYktBQUFBQUFB4b9DTUXB90VR3AYgCIIT8BDwniAITYEkYB9wWBTFgnuzm1UjCIIjoAHUoiieEQThWSBDEgFFUQwXBKFYEIQ6gBYYAcSKorgf2H+7n3svHGGh3MjA8G9JSQkTJkygqKiI06dPy+6BFTOSAMaOHcv8+fPZt2+f3Iuwa9eudO3aVV5H2mdD7OzsKvXPc3FxoaSkhNTUVDQajckSPEMyMjJwcXGhbdu2NRLO4uLisLOzo0mTJvJrOTk5TJs2jaNHjxIYGMiSJUvMOghXxYEDB7Czs8PKyopz584B0Lt3bywtLcnKyjJphgLlQte1a9fw9PQ0Kt+q7ru+GwLxP4V0/qW/1tbWRhlzGo1GFqgMy7ClnoIA/fv3p06dOgwdOlTOxMnLyyMrK8soK1DqT1SxbK1nz54sWrSIxMTESqXepsw+DMnOzpaFTFdXVxwdHalXr16Ns2Akc4maCN8SjRs35sSJE4iiiKWlJWPGjJGXGWafLVq0iAsXLrBhwwYefvhhzp07R2lpqezE3blzZ2JjY/H19cXW1pbAwEAEQTAybvm3YepaMLx+bGxsuH79OlZWVtSvXx97e3tKS0tJTk6mcePGODo6smDBAr7++mvs7e0r9XUbOHAgc+fOZefOnbIDtIQoivz666/UrVu32rI3QRBMPiAxdTxSWfzo0aONxlKJwsJCZs6cSYMGDXj11Vfl17/66iuaNGlC586d0Wq1WFlZ0aJFCwRBkLOZa8O9uuf8W6gutmxtbbl27VqVsbV69Wo+++wz0tLS+N///me0/Q4dOuDq6sqOHTsYOnRopc/fuHEjJSUljBs3rtrxxd7eHi8vr2pFwYMHD7Jz50569OjBiBEjKt079Xo9c+fOpaCggA8//FBevnjxYvR6PcOHD5djCyAgIICysjL590NN+a/HloKCgoKCgoLCf5UaiYKSIPjX/+cBfwiCsB3oBkwEtgJllGfe/a38lRH4zV//vCUIwgxRFOMMllsBFoA9YCeKYpogCB2BtoIgnBVF8bYbd9XWEVYyFQFMlhJLqNVqOnXqBJRnqHz66accPHiQH374QRYEzWFjY8PUqVOZOnUqcXFx+Pj41PhYKoqCFhYWNG3alIyMDDIzM6vtzWZlZUWnTp1qJIqVlZVx7do1mjdvbrT+d999x8mTJ5k+fTpjxowxe46q48CBA/Ts2VPO3JKy29LS0khLS0MQBFq0aFFpX4uKiigoKKCoqMhIFKzuu/43T6isra3x8vKSXYjd3d2NJrxqtRpnZ2fUarVRFpzUS1D6W5GjR4+SlZUll9GpVCq5dL2iKNi8eXPs7OxMioLV4ezsjI+Pz22Xwkl9tmqS3SrRpEkTcnNzuXnzptwnsSI6nY6VK1fyyCOP0LdvX+zt7XnooYcoLi7GwcGB4OBgYmNj5QzMilmrgMmsJzDO6rnfMHUtGF4/GRkZ5OTkULduXdRqNXq9npiYGFJTUykuLubrr79m+fLldOvWjdWrV1fKmGzcuDHBwcHs2LGjkih45swZYmJiePHFF+WeknfK5s2bOX36NMOGDZNLNA1JT09n4sSJREVF8e2338rHfOnSJQ4dOsR7771HcnIyVlZWeHp6olaradu2rRyvJSUlxMTE0Lx582oF8HvhQv5v4k5iSxRFtmzZwvTp02natClHjhyp5HpvYWHBwIEDWbduHQUFBUZjeWpqKvv27ePhhx82aVpzO2RkZHDixAnatm3L6NGjTZqVTJ06lR07djB58mQ52zQ/P59ly5YxcOBAtFotqampcsa9ra2t/PsBah5f//XYUlBQUFBQUFD4r1IrxUUQhBZA/7/+6wXYAWHA55RnC/6tCILgRbkg+Mtf+/I4MBD41mA1URTFYkEQsoB0QRDeBF4F2t2JIAj/bxTw14eYXU8URQRBICsri+joaLRaLc7OzrRt2xZra2tKSkq4evUqfn5+lX60nz59moULFzJo0CBGjhwpl75C+Y99UxlFzz33HPPmzePixYu89957lZbv3r27UragSqWipKSEW7dumcywSUxMZMuWLZSWluLj4yM3Vy8pKeHs2bPo9XqaNm2KRqMx6T5ct25duXcflJfQlZaW0qNHD9zd3WnWrBnp6els2LCBMWPGMGvWLHldc67JUC6aVOw1GB8fT1xcHK+++ir29vZyWWtRURFpaWnUq1cPBwcHNBoN9vb2lJWVkZmZKZebqlQqXFxcjCZogiBUKfY9CBOqrKwsUlNTgXJDECmmBUGguLiYjIwMVCoVjo6O3LhxAzc3Nx5++GGys7M5evQoDRo0ICgoCDs7O/Lz8ykpKcHLy4tTp05RUFBAnTp1SElJwdraGp1OV6nvZKtWrbh48SLBwcGVxOD33nsPLy8vk/t95MgRo2zTikiimzkKCsoTnN3d3Y1Kl319fc2K6tJ5unDhgklR1NnZme3bt5OamkqbNm04efIkAwcOBMrFDElckkqGzZUuSw6qgFGPy8LCQvn1+62c3dS1YDhW1q1bV86m1Gq15OTkcO3aNYqLi3nmmWe4dOmS3DfNysrKKCNarVZjY2PD8OHDmT59Ojdu3JDHlQ8//JCbN29iaWnJtm3b2L59u/y+pk2b0rlzZ5P76+fnZ9Zx+sCBA2zbto3x48fzySefVDrXERERDB8+nOzsbDZs2GBUirpq1SocHR15++23ycvLo2nTpvKYKYk0KpWKgwcPyhm0UnaXue+0unHoQae62HJxcTGKrZKSEqysrEhOTuabb75h586dDBs2TDavMRVbI0eO5JdffuHEiRPyvfCjjz7i1q1b6PV6Ll26xJtvvim/r6rYAsyWsEdFRbF8+XK6du3Kr7/+WknEvnHjBuPGjeP06dPMnz+f119/XY6LtWvXkpeXx/Tp02nYsKHZ2EpKSuLWrVuymVarVq2U2LqPeeWVVx7I7SgoKCgoKCjc39TUffgXQRCSgAhgCuV9+54HXEVR7CiK4nRRFA/dw/00tU9WlDsLHxBFca0oisuBy0AjQRAsBEGo+9eqkg1uGrAB+AzoJIrixbu5P1Kvp6rEQWdnZ1q0aEGdOnXIysoiOTkZqOyCC+ViwLFjx3jxxRepV68e33zzTY0n/2q1mhdeeIGjR4/KvYVq8h4oz0wwRbNmzXj55ZepV68ecXFxXLhwgYKCAkJDQ9FqtbRr165WRiCXLl3CyspKznyA8sbvJSUlvPPOOzXejikOHDgAUKnsODIykqioKMrKymSHYSgvaU1NTSUzM1NuwF7bDMWKTrK3S00b098LqnKkdHZ2plGjRjg7O5OYmMj+/fuJj49n1apV+Pn5sWbNGvbs2SObgpw6dYqIiAgaNGgA/L+wm5WVhbOzs8lYbtGiBcXFxXKvvr+LzMxMLC0tK7l9VoWHhwdQXgJvjqVLl9KkSRM5CxLKv9/CwkIKCws5d+4cer2eoKAgVCoVCQkJlYwvJAdVQwdy4L52x67uWrCwsMDCwoKsrCyys7O5du0aGzduZPz48aSlpbF582bmzJlT5XgydOhQBEEwEv6KioooKyvDycnprgilp0+fZtu2bTz22GPMmTOn0jZPnDjBiBEjKC0tZc+ePUaCYHJyMps2baJ3797Ex8fj5uYmH09MTAxRUVHExMSQlJSETqfDxcXFqG+ioSGSwv9TXWxZWloaxZatrS0HDx7k448/Zt++fXz++eesXbu2yrLxjh074ubmZhRbpaWlcobv3TDnSEhIYMWKFTRp0oSff/65kiCYmJjIU089RWhoKL/++qvcRxDKxc7vv/+eXr16YWFhUWVsxcXFyYZRUnwpsXX/MmrUKEaNGvXAbUdBQUFBQUHh/qamyocasAU2Az8Ax0RRrNzQ7u/nJnBVEATVX/0DtUAQ5eXM7oIgvCeK4h5BECyArsAAyjME76ogCMZlTRWNEiQsLS1p0qQJDRo0IDk5WS5BkjJdDDPpLl26xOzZs4mOjmbDhg21Km0EGD16ND/88APffPMNK1eurHZ9SXQwleVnuI6XlxdNmjTh8uXLcj+5tm3b4uTkRE5OTo32TRRFwsPDCQgIkMtRs7Ky+OGHHxgxYoRJB9rasH//fjw8POTzWVhYSEhICC1atECr1eLo6Ii1tbU8yZJEMFNi2N9NVef/biH15VKr1YiiKGdJSoIoVM58zc3NZffu3QwZMoS8vDzy8vJITExk2rRp5Ofnc/XqVSZPnixn80l916RyeenakERBU/j6+mJhYUFYWNht9Vu7XTIzM80KleaQJuLmRMHExET27NnD+++/z2OPPSaXBkuZfzExMURHR1NUVETPnj1JSUkhLi6O0tJSrKyscHd3x8rKSnZQrYhhdtS/kfr166PVaklKSmLmzJns3buXHj168Ouvv5otxzbEzc3NyOwlLy+P/Px8rK2tsbGxIT8/n7KyMhwdHW9LxAkPD+e3337D39+fr776qpIItWnTJt555x2aNWvGH3/8IYvEEt9//z0ATzzxhPxgRirplMY3w9YJ0vct8W9uR/BPI8VWXl4eS5cuZe7cuXh4eHD06FFatmxZ7XWuUqno0KEDly9fBsrHwry8PPlalLLhHRwcjNop1JS0tDSWLVtGnTp1mDJlSqVs/wsXLjBhwgREUWTHjh2VMpG3bNlCUlISzz33nBJbDxiS+dqdmkzdb9tRUFBQUFBQuL+pUVqTKIojAVdgPhAMbBAEYasgCNMEQTBdd3WP+av09w/goiiK+r9Km3sA71NezrwD2C4IQhdRFMuAL4BW90IQhJpl7pjrKWhjY0NQUJBR6bCHhweHDh1i1KhR9OvXr9b7Y29vz6RJk9i/fz/Hjx+vdn1pchAfH1/tum5ubnTp0gVXV1cCAwPlbLCakpqayq1bt4wcPNevX09BQQHvvvturbZVkdjYWPbt20e/fv3kyV9ISAjnzp0jOjoaNzc30tLSSEn5f+NsSQy7Gxkgd0rFjLB7gTQp1Gg0ZGZmcu3aNc6fP18pS82Q7du3c/DgQbZv305gYCB9+vQhPDycW7duMXHiREJCQsjJyZFj2NHRkQEDBsjmNDdu3JA/u6ioCJ1OV+kzbG1tCQgIICQkpMqM27tJaWkp4eHhNXJ+lSgpKWH16tUAZk0EduzYgSiKjBw5kk6dOsnjgpT516FDB7y8vMjMzCQrK4smTZrIpcqxsbHyZEzKLDTM6nkQMn0sLCzQ6XR88803ssPw3r17qywDN6SsrMyoR+WuXbsQRVEex/Lz8ykqKpJNZGqKKIqcOHGCX375BQ8PDyZOnFhJ+Fm1ahVvvPEGHTt2ZMOGDZUEwX379rFs2TJatGhBo0aNaN++vZHpg5WVFR4eHrJBjre3d6WsyPs5E/R+R4qtY8eO8fHHH9OmTRvOnDkj95WtKVJJ95UrV9Bqtdjb26NSqcjPz6e4uJjMzMxaj1MxMTF8++23WFpa8sorr+Dk5GS0/NSpU4waNQpHR0c2btxYSRC8cuUKM2fOxM/Pjy5duiix9YAxduxYxo4d+8BtR0FBQUFBQeH+psa1jmI5IaIofi6K4mPASOACMF0QhHRBENbds700v0/hoijG//X/0cBAURQvA6eAWcABYNBfy/eJohh5r/ZFEASjnl+GlJWVkZ6eTnp6OmlpaSQnJ8uijDlcXV0JCgri4sWLtz35f/HFF/H19eWNN96odnLctm1b3N3d+emnn+Qea1WhVqtp06aNkUttTQkLCwOQ3ZGhXDSytLSstcmEIUVFRTz99NPY2NgY9VJs3749HTt2pH379jRp0gRvb+8aiw9/N3+Hc7E0KVSr1bi4uCCKItnZ2bIQZYohQ4bQu3dvOnXqhJWVFW3btqVnz54A/Pzzz0YTzJycHH777TdycnLw8vLC0tKSQ4fKuwuMGDGC+Ph4VqxYYfJz/o+98w6Pqkr/+OdM2kwaCSSE0JJAEkrovQqKFBELoqKiYndXXetiL+jqsrafvey6KopdsYugsoICUgMBEgIESAgJBBIISSaTSZnz+2NyrzOTmUknhfN5nnkyueXcc+d+75k5733LyJEj9XukubHZbPzyyy/k5eXVqHDrafvvv/+emTNn8vLLL3PWWWe5zdkJMGXKFIQQvP/++yxfvlzPBap5GwUFBREWFkZOTg779+/Xi73ExcURHx+ve2ZonoWOY4Vm1HUtDNTWiI6O5qKLLgLs6QnqE7L/j3/8g8zMTC655BLgT8/UsrIyhBCEhobi6+tbw+jiiaKiIv73v//xr3/9i88//5zExERuvvnmGjleP/roIx588EGmTp3KkiVLarT/0Ucfcckll5CQkKA/zBk1apSTsd9isZCZmcnevXvZtWuXWwN5U6UjOF3RHlyFhYURFxdXpyrTGkuXLuW7777TtRUXF4ePjw9lZWVIKQkJCcHPz4+wsLA6eRdbrVY2bNjAyy+/zOuvv05ISAi33XZbDY/pjRs3Mn/+fHr27MnXX39dI4fqhg0bmDp1KlarlfHjx2MwGJS2FAqFQqFQKBSNpq45BW9weN9JCHEp8BrwNjCnelWVu31PBUIIA4CUUrNmVUkpK4FsoMjjjqeIgoIC3aMoOjqa7t27u80T5ojBYODOO+8kPT2d5cuXN+i4JpOJ119/nRMnTnDLLbfoxRHc4e/vz+23305paSlff/11s3kh/frrryxbtoz+/fsTHh6uLy8qKmpULrCioiJuuOEGdu7cyVtvvUVsbCylpaX8/vvvAEycOJGgoCD8/PyIjY2tV/7D9objpNDHx4dhw4bRp08fpxAhq9VKamoqVqsVsIfknXvuuZSXl+sFQoYMGUJsbCwAw4cPZ8KECQCsWLGC1atXs2LFCuLi4hg3bhwrVqwA7Hkezz33XD744AM2bdpUo28jR45ECMGGDRua8yNASklaWhqHDh3i73//e61eRCkpKVx++eXce++9hIWF8cYbb/DBBx/o5+9K3759mTt3Lm+99RY///wza9eurbHNwIEDGTt2bA1PH0fvHnc5BduLp4+fnx9nn302kydP5vXXX3drwHDHZ599xquvvsr111+v57vq2bOnXkG9srKS4OBgOnfu7LXaalVVFRkZGaxcuZKFCxfy7bffEhgYyOWXX86NN97o9Pnm5uZy2223ce+99zJ58mTefPPNGm2/8MIL3HTTTUyYMIFHH32UCy+8UC9y5IjJZCI2NpYOHTpgtVr16teKpkPzmJsxYwZff/01Bw8erNN+27Zt44477mDMmDEsXLgQsHvyBwcHU1FRQVlZGSaTicjISK/3n5SSQ4cOsWLFCh555BE+/vhjiouLmTVrFnfddZdTiHxJSQmLFi3isssuo0uXLnzyySc1vO9//PFHZs2aRXh4ONdccw3XXHON0pZCoVAoFAqFokmoq2vG3UKIBOBsYDBgBdZgNwz+3FwhuRpCiBDshj63rjHV+QQRQnQAhJSyUAgxC+iPvbBIi6J5BHTq1En3hqlLLqKrr76aJ554ghdffJFzzjmnQQaz/v378+STT/LQQw8xceJE5s+fT79+/dzmEurRowdXXnkl7777Lhs3bnRbVbWhSCn57rvvWL58OYMHD+baa691Wq8ZBetLZWUlb731Fk888QRHjx7lpptuIiQkhNLSUtLS0nTDk+bVpqiJZohyJCMjQ6/aq3lvajrWCnKkp6cza9YsysrKuO222/RJslZwYfr06fj4+DB9+nQeeughPYT4jjvuIC0tjX/84x+88847Trkcw8LC6Nu3Lxs2bGDOnDnNVlk3MzOTrKwsBg0axPnnn+9xOykln376Kf/85z/p1KkTixYt4rzzztONpd546KGH+OSTTzh8+DDjx4+vsT4wMJCRI0d6bcNdTsG2nk/QkZSUFHr27MmqVav4+uuv3VY+dyQ5OZm77rqLCRMm8OSTTzqt0yqKFxcXOz1wcOXEiROkpKSQnp6OxWLBZDJx5plnMmrUqBph5BUVFbz88su88sor2Gw2br/9dm6//fYaBsFnnnmGJ554gosvvpgzzzyTM844g8DAQLeGI4PBQGhoKElJSV5zbCoaR0pKim60f+ONN1i0aJHX7Y8ePcpVV11FZGQkixcvdvqONplMlJSUUFxcjNFo9DgulZaWsmPHDtLS0igsLMTf359hw4YxevRoYmNjnfaz2WysX7+eRx99lLy8PC6++GIefvjhGrltf/jhB+bNm8fAgQMZPHgw06ZNY8SIEUpbCoVCoVAoFIomoa5GwURgCvATsABYc6oKjQghugAfAe8LIZZKKYu9bN4DWCSE2AsMA66TUmacin56w2Aw6J4B9clB5OPjwy233ML999/Pb7/9VsOwUFZW5jHkzjHn2OzZsxk5ciSvvPIK//3vf/Hz82PGjBnMmDGjxsRi0qRJrFy5kp9++gmTyUTHjh2d1ldUVGA2m90e02az6QnMHZFSsm/fPg4ePMiQIUM499xznTwYQkNDOXHiBCEhIZSX15RVVZV7J9Rff/2Vxx9/nN27dzN+/HhmzpxJz549Wbt2LSaTif79+2Oz2Rg8eHCNz11K2SpyCDY33vTmbV3v3r31nFQaPj4+dO7cGavVis1mIzExkWuuuYb4+HiMRqOutw4dOnDppZfqx9CMgsuXL9fDRB955BFuueUWHn30UZ577jn8/f05ceIEVquV+Ph4vvvuOzZu3KgbaY4fP+4x3E0Lp62qqiIrK4vDhw8TGRlJ165dCQ4OrqHXgoIC0tLS6NSpE0OGDNE9H105efIkjzzyCF9++SUTJkzgn//8J6GhoVRWVlJRUeHRm7aiokI/j9mzZ7Ns2TIKCgp0I4O3BwJSymYzhDY1tWnL03k4fm6DBg1i/PjxrFmzhpdffpmLLrrIYwX03Nxcrr76ajp06MA111zDb7/9VqNdo9GIxWLBaDQ6jY1SSvbv309KSgqZmZkYDAZ69uxJYmIinTp1YtiwYQB6Xk0pJTt37uS7777jxIkTTJ8+nfvvv1/3ptX6WFlZyfPPP88TTzzBlClTuPPOO+nfvz9+fn5IKT1+RlJKfH1965XL8nSiodqCP/U1aNAg9uzZw4UXXsjbb7/Ngw8+SGVlpdvvTKvVyty5czl+/DhPPPEEKSnOzzkrKysJDAykuLiYkpISp2rBUkpycnLYsWMHe/bsoaqqiujoaAYNGkRsbKzuCezoCXvw4EG++eYbDh48yODBg3n11VcZOtSentlRWz/++CNXXnklgwcPZsmSJVitVmJiYpS2FAqFQqFQKBRNRl2Ngj9KKc9r1p54xg/oClwAWIUQ3zmECSOEELL617GUcqcQ4v+AYOAlKWXWqeqkt0lKY3L3/OUvf+H//u//eO2115g5c6bTOj8/P4+GraioKCeDX1RUFIsXL2b37t08/vjjfPPNN/z222/ceeed3HDDDTVywj322GNs2LCBhx9+2Mkrpnv37lRUVLBlyxa2b99OREQE48ePZ9y4cezdu7dGrr6KigreeecdDh48yGWXXcZ1111X47Py9fXl22+/pUOHDm7Del1DqXbu3Mm9997LTz/9RO/evXnrrbcoLCxk9uzZHDx4kIqKCgYPHkxgYCDDhg0jNTWVpKQkp3OUUurVT12rM54ueNOs0Wj0mN/Rz8+P0tJStm3bxtChQ2t4srm2O2TIEKKjo1m+fDnvvfceQgjGjh2Ln58fV111FZ988gmvv/46x48fx9fXl65du/L999+TmZnJmWeeiRACX1/fGt6MGkFBQaSnp/PDDz9w4sQJfH19SU21pw/t2bMnAwYMYMiQIQwaNIjjx49zzz330Lt3b5577jmEEG4rHR87doxHH32U5ORkFixYwKOPPup0r2kGKHdYrVb9M1i4cCErVqzgiiuu4L///S8xMTFeQ1qFEG3GKFgXysvLycnJoVu3broxtKKigrS0NJKSkggNDeXyyy8nJSWF119/na1btzqFU2tYLBauueYaSktLWbhwIQEBATUeINx666106dKFu+66S8+lqoWJf/XVV3zzzTcEBwczf/58Lr30Ut2LSkrppIHU1FT9QUz//v1ZsmQJkydPdnt+L730Eo899hhXXHEF7733Xp0fNLS369wSuNNWaWmpPt6HhoYyd+5ciouLWbp0KR9//DHz58+v8blLKbnjjjvYs2cPt99+O127dnWrrd69e/Pwww9jtVp5+umn8fX1JTs7m6+++oqlS5cihGDmzJnMmzfPKa2Aa+7cJ554gg8//JCoqChefvllrrnmGre/EX766SfmzZvHoEGD+Pnnn+ucF1Fpq+1yzz33tMt2FAqFQqFQtG7qahS8rK4NCiECPYX5NpB+wPvYjYM3VB9DNwxqBkEhxJ3A51LKX5vw2C2OyWTi9ttv5+GHH2br1q26N0FD6dOnD//5z3/YvXs3Tz75JI899hj//ve/+fLLL+nTpw9grxx7ww038Pzzz/Ppp58yduxYUlNTSU1N5cCBA0gpCQoKYuDAgRw+fJg333yTN998k65duzJ69GiGDh1K586dsVgsvPnmm+zevZtZs2Zx/fXXe+xXUVER3bt397jeZrOxYcMGFi9ezLvvvktoaCjPPvssf/nLXwBIS0sjKirKKTm7lJLU1FTWrVtHcnIy8+bNcwq7zM7OZt++fQAeDU7tASklpaWlBAYGNtlkcevWrWzZsgVAzyXoCSEE06dP55tvvqGyslI3wF588cWkpqbyr3/9i4EDBxITEwNAeHg4w4cP59tvv2Xz5s1MmzatRoXXiooKNm7cyC+//MLOnTvx8fFhwoQJXHDBBYwaNYoDBw6wefNmNm/erOexhD/zgy1cuBCj0eg2DHj79u385S9/4eTJkyxZsoQ5c+bU2MaR3bt3k5GRweTJk2sYSPv06cNbb73FvHnzWLBgAX/5y184++yzT0mV6daAVkgF7AUbSkpK+Pzzz/ViRklJSezatYtHHnmEDz74gJdffpm33nrLqQ0pJbfddhvJycn87W9/8zpOhISEMHPmTL788ks+++wzdu7cyf79+wkNDeXWW2/loosuqnGNNI4cOcKiRYt4//33CQ0N5bnnnuPaa6/1aMR99dVXeeihh5g7dy6LFy8+LTyPWxPutPXhhx/qBr0RI0ZgMBgYN26c7il/1VVX1bhOr732Gh988AEXXHCB13B+g8HAJZdcwvPPP88777xDcXExW7duJSAggEsvvZTLL7/cKVegIyUlJbz++uu89NJLWK1W7rjjDv7+97/j7+/v1iC4cuVKLr/8cpKSklixYkW9CqUo2i7nndc0z95bWzsKhUKhUChaN3U1Cj4ihPhVSrnC20ZCiHHAlcAtje7Zn2wC/pBSFgshngKurz6WbhisLjQyHbhACDG1ushIi2Cz2XQDjOOP/cYYZm6++WaeeeYZXnrpJRYvXtwk/RwyZAhffPEFa9eu5frrr+fKK690KvzQv39/ZsyYwfLly1m9ejVCCOLi4pgyZQrnnHMOffr00SdXhw4dYu3ataxYsYKvvvqKr776iqCgICoqKqisrOTaa6+lb9++HvsipSQ/P9/Jo8KVWbNm8dNPP+Hn58fs2bN57rnn6NGjB0VFRXz44Yd62N+IESMAu8dIeno6Xbt25cSJEwgh2LJlC5MmTdLb1EIBHQtstEe08FrArUGkPtosKSlh27ZtugG5Lkbq4uJivUDJ9u3bnYp6PPLII7rn5wMPPKBfvwULFrBu3Tp++uknFi9erOfRMxqNBAQE6JWSIyMjufDCC7n++uudPEoTEhJISEjg8ssv59ixY+zdu5dt27axd+9errjiihp5uzR2797NpZdeSmRkJJ9++qleQdYT//jHP3j88ceBPw34d911l9Mkfs6cOWzevJkXXniBnj17cvToUS666CIOHTpEYmKiV8/Bto7mOdytWzfKyspYunQphw4dwmq10qtXL1JTU1mzZg1+fn5ccsklvPfeezz33HN63kqA999/n08//ZSFCxfWMA67Y8aMGXz11Vd8++23dO7cmeuuu44hQ4YwatQoj/t8/vnn3H777VRUVHDjjTdy//3310id4MjSpUu5//77ufDCC1myZInXysnu7i8pJWazucb3hKLuuNPWwYMHndIerF+/nu+//56zzjqLp59+mj/++MPpIUZycjIPPvggF1xwQZ0MIEOGDCEhIYHffvuN4OBg5syZw5gxY7zmrN28eTNXXXUVubm5zJo1iyeeeILevXsDuA2VT01NZe7cuSQmJvLTTz951aHSVvti9+7dAPr3a3tpR6FQKBQKReumrkbBx4HFQoh7gJVABvaqvhIIAeKAM7FXM76iKTsopTwhhPCpfv+QEOIf2A2DotowWCyltAkhzgO6tKRBEJwNMI5eaSUlJeTl5REVFUVISEit7VRVVZGfn0+HDh3o0KEDM2bMYM2aNU3e3/HjxzNjxgy+//77Gutmz55NUFAQnTt3pm/fvgQHB5Ofn18j3LJ79+7MnTuXHj16YDQa2bZtGwcPHsTHx4dRo0bRt29fTp486bEP6enp5OTkuC3GoDF58mR++uknBg8ezODBg9m9ezcHDx6kuLiYI0eO0KVLF6d+paWlkZaWxt69e4mLi6OsrKyGActdgY32iBY27alapqvR0NOksrS0lA8//FDPV+k4uS4pKWHlypUATJkyhZCQEKSUvPnmm3oRmDlz5pCQkOB0bIPBwDvvvMPZZ5/N888/z6JFi4iNjSUgIIAzzzyTM888k6ysLL755ht8fHwoKyvDarUyfPhwBgwYwMCBAykqKqoRYu6Ir68v/fr182p01vjggw8QQvDll196nYwDvPvuuzz++ONcfvnlXHXVVbz77rs8/fTTLF68mCeeeIKrrroKg8GAlJJdu3ZhMplISEigqKiIZcuW6UZ1d+Gy7QV/f3/i4uKw2Wy6Z6mfnx8dOnRg//79JCUlsXr1arZt28aOHTsIDg528qKUUvLaa68xbNgw7rnnHj7//PNajxkYGMh7773Hvn376N27NwaDgeJi96lobTYbb775Ju+//z7jx4/n1VdfrXVMMJvNPPDAAwwdOpT//ve/FBQUEBER4dFT0N3Y7+l7QlF3PGmrY8eO7N+/n44dO3Ls2DH279+vF55xLbzx73//m6CgIN544w2WL19e6zGFEDzyyCNkZWURHR2N0Wj0qC2wVw3+17/+RXR0ND/99BOjR4/22r6Ukvvuuw+TycQ333xDWFgYeXl5HvWltNW+uPnmmwFYtWpVu2pHoVAoFApF66ZORkEppQWYK4Q4B5iH3SjXBbsRMA9IBt6VUn7ZHJ2UUlYJIQxSSpuU8hEhxJPAdUCBECIaqJBSfggcao7j14faDDB1JT8/n3379mE2mxkzZgzDhg3js88+49ixY14NIA3hwIEDbifCvr6+NfIY1kanTp2YMmVKvfb54YcfCAwMZO7cuR63uffee+nduzdXXnklERERjBgxgi1bttC/f38mTpzImDFjMBqNmM1mvciIwWCgV69eZGRkEBkZedp6TQghPIZMQk3NlpaW6hNdx0nl5s2b2bNnD4mJiTUMrOvXr+fbb7/VjzV16lQeeeQRFi1axBlnnMHXX3/N6NGj3YbrhoSEsHTpUkaPHs0//vEPnn32WSeDXExMDNOnT292A25paSnffPMNM2fOJDIy0mOBG7AXufnrX//K1KlTeeedd/Dz82PatGmMGzeOjz/+mJtvvpk333yTZ599lj179rB8+XJuvfVWLrjgAo4cOUL//v11T0GbzaZXwW2vGi0tLSUyMpL+/fsza9YsUlNT6devHyaTiX79+rF7924OHDjAhRde6FSIZePGjaSlpfHqq6/Wy8PaYDDUMEC7Yjabefzxx/ntt9+YP3++XvCmNl588UVyc3N566232Lx5s36P1KewQ1N9Tyg8awvs41eXLl1IS0tj4MCBTh7rJ06cYOnSpcybN4/Q0NA6H89gMDilqXCHzWbjjTfeYMmSJUycOJH33nuvTpWAf/zxR1atWsXjjz9OXl4eUkoKCwuBuutLaUuhUCgUCoVCUR/q6ikIgJTyR+DHZupLbce2aUVFpJQPV3st/hs4ThN7JzYGLczRleDgYAwGQ51/qEdERLBlyxZyc3MJCwtjwIABgD3cafr06U3a5/379zN27NgmbbOulJaWsnLlSi699NJaJ2ZaGOazzz7L3//+d4YPH87gwYN1Dwmz2awbs4KCghg6dCgGg4Hhw4frIVauVFZWUlBQQKdOnfD19dUNNO0l9KouocGuRsPAwECklDU+LyklAQEBukemzWbTP6MxY8ZgNpsxm82UlJTwz3/+k0WLFnHjjTfyxhtv1GrQ6d69Ow888ACPPPIITz75JE899dQpz7v3448/UlJS4tU4DXYv1Hnz5tGvXz/+8pe/UFZWpudJ7NevH9OmTePMM8/kgw8+4Oyzz8bPz49JkyZxyy23cPDgQRITEwkPD9e9l8xms9fw7raApjN/f3+OHz+u308agYGBRERE0LNnT8xms5PBbtKkSezYsYOTJ09yySWXOLX77rvvEhwczMUXX9yk/c3NzWXBggUcOHCAu+++m0cffbRORsecnBxefPFF5syZQ8eOHUlNTaVLly4ew9HB/dgvhFBeXHXEcQyz2Wzk5+c76ctRW6WlpTW0VVZWxn/+8x+eeOIJp3Y//fRTysrKuPbaa5u0v2azmccee4w1a9Ywe/Zs3nrrrToVsiovL+ehhx4iISGBnj17kp6eTmVlJfHx8R71pbSlUCgUCoVCoWgs9TIKtjRSSulQbTgNe/jyFVLK9BbuWq3U5q3lSFlZGRkZGYwdO5bMzEx69erFiRMnAPjb3/5G7969CQsLIyQkhE6dOhEWFkZ4eDhjx47VJ0Tl5eUejVoFBQV6X6xWKzk5OURHR+vH0P66o6ioiNzcXLfrLBaLntvPlfLycrdhVr/88gtlZWXMmzfPbX4lwMm4cPfdd7NkyRLuvfdePaSlutYMRqMRKaX+12az6ZUYtfPVtpVSIoSgoKBAP5+oqCgsFku7Cr3ylE9QC093Nd5o68xmM0aj0clQMnLkSAIDA4mJiaGkpAQpJQaDgd27d9OnTx/OP/98Vq1axfvvv8+SJUs499xzeeqpp5xCx0tKSjzeB1rl2Keffppnn32WBQsW6CFzFRUVHvVRWlrK8ePHPX4GBQUFHtdVVVXpn88HH3xATEwMffr0oaioCCllDW/BvLw8Zs+eTWBgIA888AD79u3D39+fsLAwBg4cyJgxY+jQoQOJiYksWLCAF198kR9//JF///vfGI1G/Xw0HQJ6FWNNt22xcqimM4vFwsmTJ5FS1vBoNplMSCnx9fUlKCgIf39/KisrKS8v55dffiE8PJxJkybp9+OJEyf44osvuOCCCygqKqKoqIjCwkKPxmKz2ezxWldWVupj0/bt23nwwQepqqriueeeY/jw4V69Qh2vx6OPPorNZuOyyy6jZ8+eHDlyhLFjx3otMlKfsV9RE8cxTAuXddWXpq2AgABsNpuTtn7++WcALrzwQnJycjAYDFRVVfGf//yHAQMG0LlzZ3Jzc5tEW0eOHOG+++4jKyuLu+66i9mzZyOEoLLSfVaTiooKbDYbYA9l3rt3L/fffz+TJk0iJSWF/v376w8P3KG0pVAoFAqFQqFoLG3KKAi6YdAXe+jyNCnl3pbuU1Oheant27eP9HS7nXPQoEGA3Rti4sSJ5OfnU1xcTHZ2NsePH+fEiRP6hDYwMFCvomgwGDwaF0JDQ/XiBjk5OUgpSUhI0L0NvHki7tu3z2MYU//+/XWPRleOHDnidsL1j3/8g4SEBCZMmFAnY0iHDh345z//yXXXXccHH3zA/PnzdeOnwWBwyteoGQTdoa3TPDAiIiIQQrS70CtP55Ofn8/hw4eBmmFpBQUFbtcFBgYycuRISkpK2LJlC8OHD2fLli18//33zJo1i0mTJlFcXMwnn3zCuHHjeOutt2oYHH18fDx6zZx99tlccMEFREVFceedd/Lss8/Sv39/unXrRseOHfH396dbt2507dqV0NBQ/drm5OR4NeCWlnouhm6xWPR8XykpKTz11FN07doVQDcwa5jNZubOncvx48dZuXIlffv2Zf369VRVVbFx40aqqqqYMGGCXvUU4PHHH9cLkVRVVREQEECnTp2cdOnj46NP7G02GyUlJW3OU1W7tyMiIggKCiI8PNzjvefr66uH6UopWb58OZs3b2b27NkYjUZdM88++6xeqEhbNnHiRI8VXvft2+fVgNKnTx+++eYb7rnnHrp3787SpUtJSEigsrLS6Tq7cvjwYT755BM+/vhjtm3bxnnnnceMGTPYv38/JSUlHDx40OtxFY1D05bJZNIN5x07dnSrL8d7SUrJypUr2bFjBwMHDqRfv35kZmbi4+PDRx99xJ49e3jxxRebTFspKSn87W9/o6ysjG+//ZYzzzwTwGsRmsrKSj799FM++ugjVq1axdSpU3nwwQfJysqivLycPXv2MGrUqDb5oEDhTGxsLFlZWW7XxcTEnOLeKBQKhUKhUPxJmzMKAkgpK4UQy6Sju00bxNVbS/NSCw4O5vDhw06VcocOHcpVV11Ffn4+o0ePJjY2lmPHjpGUlERVVRUrVqzg+eefZ86cOTz//PPceOONdZpI7Nu3D6DWHEn14bfffuPee+8lLy+PSZMmMXnyZAYMGFAjx9euXbvYunUrDz/8cL0mPXPnzuWtt97iscceIyYmhmHDhpGens6gQYMoLCwkIiKCrKws4uPjvU72wT5h69Kli/6/p/Dv2vBUdbql8eRJohlDHfNclZeXc+jQIaKjo522cWXXrl2kpaVRVlame8mUlZWxadMmrrrqKhITE/nwww9r/ew9cd1111FaWsqXX37JypUrOXLkCK63emRkJFOnTmXGjBkkJiY2yqvTarXyyCOPkJiYyPz5891uU1VVxdVXX83WrVt57LHH6Nu3L9u2bWPcuHGA3Qtz2LBhbtvOyMigZ8+eFBQU0K1btxpGAsecgq3JU7U+mjYYDLrOoqKinDzvrFYr6enpVFVVcfLkSfr3709GRgZDhgwB7N6XRUVFTqHD69at44svvuCvf/0riYmJTXI+b775Jvfccw8jR47kiy++8BryW1hYyFdffcXHH3/M6tWrkVIyYsQILrroIm6//XbS09Pp0qUL3bt3p0uXLl6LQShq0lBtgf3e174vNG0ZjUaioqLYtGkTQgg9HUZQUBB//PGHU+jw4cOHee6555g4cWKdKg7XhV9//ZXLLruM0NBQfvnllxrFuByxWq38+OOPfPzxxyxbtgyr1Urv3r0555xzePrpp/nf//6nf8dHRERQVFREWVmZ0lcbJysrq8b3mCsPP/xwkxyrtbWjUCgUCoWiddMmjYJg9xhs6T54oq4Tnvz8fKfQVc0j4o8//iAzM5M//vhDn7QYjUbmzp3Ltm3bGDJkCIGBgfTo0UOfJJx77rl06dKFF198kbvvvpvc3FzdQ8kbWjXPpvB0sVgs3HTTTXz88cfExsYyZcoUVq9ezdKlSwH70/CLL76Y66+/Hj8/P1544QX8/f256KKL6nUcIQRPPfUUZ511Fi+99BIzZ87EarVy+PBhIiMj2bNnD8ePH6egoIAJEyZ4nUg1lTGvpSo+NrT/Pj4+dO7c2ckYe+jQIScjsSdDbVJSEsePHycsLIzIyEiCg4OJiYlh1KhRdO7cmc8//5wOHTo06rxuu+02brvtNsAeYrd3715OnDhBTk4Oubm5bNu2je+//56PPvqIgIAAzj77bBYsWEDPnj3rfAwpJSkpKXz77bdkZmby2WefufVilFJy55138u2333LVVVdx++23s3PnTr3i6YQJE5wqMTuSkZHBrl27yMnJ0Y2BmgFey2fp7+9PQUEBUVFRuvGjNXiq1lXTngqlVFZWcvz4cfLy8li/fj2HDh3Cx8eHrKwsvd2xY8fy448/Eh4ezllnnaW39/DDDxMTE8Pf/va3Rp9HZWUlr7zyCu+//z7nnnsu7733nsfPd9u2bbz44ossXboUq9VKfHw8jzzyCBdeeCFFRUWYTCbWrFmDEIIpU6YwfPhwvQI6OHvW1iWf5+lKfcZLd/py1ZbJZCIwMJC1a9cihMBkMjF27Fh++OEHwJ6PVmPRokVUVlbyj3/8o0muyzfffMNTTz1Fnz59+PLLL+nevbvb7bKysnjjjTd45513KCwspHPnzlx//fXMmTNHz337v//9jzVr1gD27/SysjKKiopq6Etpq31y9tlnt8t2FAqFQqFQtG7arFGwNVPXCY+rt5bmETFlyhQMBoMefqS16WgQdMXX15fu3bvz4Ycf8re//Y3nnnuOqVOnejRWaPTu3Rv407AxZ84cRo8eXW/D1uHDh7nvvvvIyMhgwYIFLFiwQM/ztHv3br755ht+//13nn/+ef773/8SGhpKdnY2d911l1Ol2bqwefNmbr75ZsDuNXL++eeTlZXl5CmYnJyMyWQiPz/fa9XGpjLmtVTYcVP0XzNOaR6Cnia1GiaTiSlTpugFWnr16sXRo0f1fHF1SapfH/z8/OjWrVsNT9Py8nLdo+ybb77h559/5q9//Ss333yzVy/F/fv388MPP/DDDz9w6NAhjEYjt912m5NnrobNZuPWW2/lv//9LzNnzuS5554jODiYAQMGUFlZ6dY7UMNisVBYWEhsbCx9+vTRPQU1tDBtx+vWUE/V5qCumnb0bnT06NKMNmFhYYwZM4aSkhI2b96M0WgkLCyM/Px8jh49SmBgIOHh4U66MRgMlJeXe831V1VV5TVNgtaHBx54gI0bN3LTTTfx3HPP1fDUPHr0KF999RXvv/8+O3bswGg0csMNN+jFZFJSUoiPjycwMBCr1YqPjw9SSuLj4wkICNCNVa6eh57yeSrqN16605ertqSUnDhxgtGjR3Pw4EEiIyP58ccf9eJVrtdGSukxzx+g5/nz9qClvLycZ555hqVLl3LmmWfy4YcfEhYW5rRNSUkJ3333HUuWLGHVqlUIIbj44ouZP38+Z511FlarlZSUFIYNG0ZgYCBnnHEGAGeccYbu5W00GmvoS2mrfbJt2zYA3Yu6vbSjUCgUCoWidSMa63AnhBgE/B+QD3wBmKurFLcbhBBdgRyw5y/Tco55wtV7qzGfsTYpXrdunZ7HbciQIWzbtk2vvGu1Wvntt9+oqqqib9++REZGMmjQIPz8/Fi/fn0NA0l+fr6eUxDgwIEDLF26lC+++ILMzEwCAgI488wzmTVrFuPGjXOarLvLKZicnMxDDz1EZWUl7733HtOmTatxHlpOwR07dvDiiy9y5MgRHnzwQcaPH09lZaXHXE6un8XTTz/NokWLiI6O5rrrriMmJoYBAwYwcuRIp201Q5e3kCshxCkJ+83NzXU0BnWTUjpVaqmvvhyprf/etCelREpJZmYmhYWFdOvWzckTxZOxxdO61atXM2PGDAYPHsxXX33lNodkaWmpU95H13WeJrgnT570aEDIycmhuLiYRYsW8f333wOQmJiIwWDQ7z8hBAaDgdLSUvbv34/BYGD06NFMmzaNq666ym2fKioquO+++/jwww+ZOHEiY8eOZdKkSUybNg2bzeZRV1oBls2bN7Nt2zb69etHWFiYbkQSQlBeXk5mZiYmk4moqCgqKip041J9PX+86asx2qoNTVvuPLmqqqqoqqri+PHjdOzYEV9fX/744w/efvttwsPDiYqKoqioiNjYWHJycnj88cfJzc0lMjKS7OxsNm7cyGWXXcY111zDAw88QFZWFnv27GH79u3k5OSwZ88eDhw4oFdmHzRoEJGRkYwaNUoPL925cyd///vfOXHiBA899BALFizQ+66FcC5ZsoSffvqJqqoqRo4cyfTp07ntttswGo2kpKRQWlpKWloaw4cP9/iAxdO4UZs3V1vw8GppbUFNfXnS1qpVqwgKCqK4uBibzaavf/zxx/nhhx+YNm0amZmZFBQUMG3aNBITE/n44485fPgwe/bsISUlhdzcXPbs2UNGRgY+Pj4MGDCAgQMH0rlzZ0aOHEmPHj0wGAwcOXKEBQsWsHPnTq655hpefvll3dhss9lYs2YNH3zwAV999RVms5nevXszfvx47r33Xrp3705KSgqDBw9m586dbNiwwaO+lLaaXlsthRCi1t+CkydPBtCLqDWU5mynLufR0tT2m0uhUCgUCoUzTeEpeDNwLTBPSvmFEOKfQLsyCrrDmzGmNm+fhoT+aE9qNYPgli1b8PHxYezYsWRkZJCfn09ERATdunXDz8+PV155hfPOO49FixbVGkYcFxfH3//+d+655x6Sk5NZsmQJy5cvZ/ny5YSFhZGUlER8fLyeoy80NFT3Avziiy946aWX6N69O88884xbg6AjAwcO5O23367TOTtSUFDAtddeyy+//MK4ceN46KGHKCwsxGg0kpSUVGN7X19fOnToQFpaGomJiU5GUEdak2dWQ2hI/zX9aTns/Pz8CAsLc8ov2BAmTpzIPffcw6JFi7jlllt4++23T1l+xejoaF5++WUuu+wy1q9fz549ewD7fVpRUaEbQDt27MjFF1/MOeecQ2RkJBaLxa1BsLy8nL/+9a98//33zJs3j7vuuovNmzfX8FYsLS0lOTmZYcOG4ePjQ1paGj4+PvTt29dJl7t27aKqqoouXbrQqVMnDh06RFZWFnFxcU4GwbaIY843q9XKnj17dAOoo7Hfx8eHjh07kpiYyLnnnsvatWsJDAzk6NGjAGzatImZM2cCMGrUKK666ioWL17M4sWL9TaEEPTs2ZPExETdW3XHjh389ttvundXREQEiYmJbNq0icjISBYvXky/fv0Ae/X0F154gbfeeovjx48THR3NX//6VyZPnsyxY8cYNWoUHTt25I8//iA5OZl+/foxfPhwtx6hUkosFgtBQUEeDTNBQUFIKTGbzSrUs4G46isjI4NevXo5aSsgIACDwUBUVBQJCQlER0ezdu1ahg4dyhNPPMHGjRv176bOnTvz0EMPcd9999W4n6OiokhMTOSKK66goqKCHTt28P7772O1WgG7N3a/fv3IyMjAarXy3HPPMWXKFHx9famoqGDx4sX83//9H1lZWYSEhDBx4kRuueUW/P39OXHiBDabjZSUFJKTkwF7ITF3Hsd11Za2rQolVigUCoVCoVA0lKYwCuZIKbOFELbq/y1N0GazIISIAy7B/gQ6R0q5qqFtNSZs0zX0x/Wpa3l5Obm5uXTt2lX3dgoMDNSLGgwZMoTKykrCwsIoKiqisLCQkpISpk6dio+PDzabjYkTJ3LllVfywgsvcOGFF+pVjMHuRecpxHPo0KH06NGDBQsWsG7dOn7++Wf27NnDpk2bKC8v17eLjo4mPDyctLQ0xo8fz6OPPkpgYKDHkKzKykqPoYAVFRVUVFR4/LzS0tK47LLLOHz4ME899RSjR48mKiqK7t2706NHDwICAqiqqsJisbBnzx569uzJwYMHAXTjkLuqyKfrBMpRfyaTiY4dO2IymXQPgIqKCg4dOkSPHj3cVs602WxuDVilpaVce+21HDt2jLfeeosePXrUMEhrWi8pKWH37t3ExsbqxkjNA8gdFovnYaW0tFTX8/Dhwxk+fLjTek+alFJSVVWlG5M0ysrKuPnmm/npp5944oknuOOOO0hOTqZDhw6EhYXpnkt79uyhsLCQtLQ0DAYD4eHhrFu3Dj8/P3x9fUlKSmLEiBFYrVZMJhOhoaF6bjAtRDs8PFy/FponZFvRpTtvkb1797JlyxbS0tLo3r07gwcP1j2Vw8LCGDp0KIMGDSIrK4vRo0fzySefIKXEx8eH9evXM2PGDH2cufPOOxk/frxujI2Pjyc8PJzY2Ngax7VYLPz888/k5OSQlpZGeno6Z5xxBg8++CBhYWFYLBZeffVVnnnmGfLz87ngggu49tpr9RDO9PR0jh07hs1mo7y8nEGDBmEwGBgwYAAhISFUVFSQlZVF165dda1ZLBaKi4s9FvPRUKGe9ceTJ1JKSgpr166lS5cunHfeebq2+vfvT1FRESUlJVRUVNCpUyeioqIoLi6mX79+rF+/HpvNhtVqxdfXl/PPP5+4uDi+++474uPjSUhI0A3WrlRUVPDrr786aatnz5488sgjxMXFUVlZyVdffcXChQvZu3cvY8aM4bHHHuO8884jMDCQoqIivv/+e+Lj4/H19aV///66tgICAhg9erT+fV9fbYHSl0KhUCgUCoWicTSFUbCTEOJtIFoI0Q0oaYI2mxwhRCKwBFgH9AcuEEK8AiySUtbZkOmYEwzg0UcfrdUTz3WS75hPyZ0B4ODBg3r+wPj4+BrbGAwGDh8+TGlpKdnZ2fz++++cOHGCmJgY3RvCZDLxf//3f/z888/87W9/Y926dbqBp2vXrm6NPRqaB8bgwYP561//CtgNK/v37yclJYX09HTS0tLYu3cvjz76KA888AAGg8GrsTE2NtbjuoqKCo9eUp988gl/+ctf6NixI7/99htDhw4lOzubHj164O/vT0lJCWvXrqWsrIyAgAAyMjJITU2lvLxc99ZKTEx0+gwdPSuayztr4cKFdSr04oqrvh577DEWLlzY4H6405er/lwnko4FR3r16qWHYmtVsj2FuAYGBtKlSxdee+01/Pz8ePXVV0lMTOTiiy9m27ZtTq+9e/cipcTPz49Zs2ZxzTXXcPbZZ+Pv7+/2PDTDkTv8/f29TobdhTFraHnpNEpLS7nqqqv45ZdfGDt2LIMGDWL37t0sXbqU7Oxs/P39ueCCC0hJSeGHH35g8uTJDB48mKFDh+Lj44PFYkEIQUJCgv4ZGY1GBgwYQFVVFQEBAXpIe69evRrs5dMQfTW1tjRvJkcvx4SEBLZv305KSgrr1q1j2bJl3HnnnURERNCrVy8CAgLIyspi69atlJeXc/DgQcrKyhgwYACbNm3Cx8eHHj166Mfo27cvV111lf5/VVWVx3yRvXr1clvZ+dNPP+Wxxx7jwIEDTJkyhX/9619OhuOsrCyWLVvG/v372bp1K7feeisDBgxg3LhxVFVVcezYMU6ePElmZiZSSnr16gX8ef/Udu1qG+9bG61VW/Cnp+C+ffvYuXOnri2TycSECRP46quvOHjwILt37yYvLw+TyYTRaGTz5s0YDAZ69uypjyM9e/bk3HPP1dv2pq2ePXu6/c787bffuP/++9m0aRP9+/fnm2++YdasWU7X+f3332fFihVERERw3nnnERAQoGuroKCgUdrStnXcpzXT0O9FhUKhUCgUCkXz0eicggBCiHOxG9pSpZTLGt1gMyCEuBXwk1K+KIQIBCYBS4FPgL9LKY972bdZ89u4XoPs7Gw951D37t1r/NBftWoVa9euJSEhgRkzZpCWlsaRI0d0DzohBJWVlZSWlvL888/z5JNPcv/993P11VcTHR2N0Wj0ahT0NrEoLy/3aJzxZhSsqqrS1508eZLS0lK6dOmCEMKtUbCyspIHH3yQl156iYkTJ7J48WJ9wuTIpk2bWLp0KRUVFUybNo2OHTsSGxtLZmYm/fr1IygoiKqqKj282sfHB7PZTFFREaGhoackdLg5cwrWBU+h7p7u/YqKCt3w6ufnR15eHocPHyY6OpqoqKgaOQUtFgvbt29n0KBBelh5YWEh8+fP13P8acTGxhIUFERpaSnjxo0jKiqKDz74gKNHjxIVFcUVV1zB/Pnza4SEFxcXe9RdWVlZnYyCJ0+eZMWKFfj6+hIREUFERATh4eFERETg6+tLcXEx5513HuvWreOGG25g6tSpTJkyBT8/P9555x22b9/OnDlzmDZtGuvWreP777/nnHPOcVugxBuuenSlreQULCkpoaioiMDAQMrKynSjscViYcuWLXz99dccOHCA6dOnc+ONN+r7FRcXk5KSQq9evfjggw/Yu3cv69at4/Dhwxw7dsyr17A3w01VVZXTuPbzzz/zwAMP6GPpJZdcwtVXX01qairjxo3TdSiEYMeOHfz888+cOHGCmTNnMmXKFMBehCQ3N5eIiAgqKir0e8KR1m6IaQxtTVtms5mtW7c6aWvPnj2sWbOG9PR0unbt6nEcqY+2duzYwcMPP8yyZcvo3r07l1xyCXfccQe7du1y0lZgYCAFBQU888wzeqqLiy66CD8/P44ePcqRI0fo2LGj0pbKKQionIJNhcopqFAoFApF/WiS6sNSyh+AHwCEEOe00kIjXYEhwItSylLgRyHEROA3oAy4pQX75kRkZCSxsbFERka6Xa8V1RgxYgRBQUGMHj0as9lMcXGxU7GGjRs34ufnx+zZs/nXv/7Fv/71LwBCQkLo2rUrXbp0ITo6mk6dOmGxWCgpKaGkpITi4mLMZjMlJSVYLBa6d+9Ov379+Mtf/uI2DLc21q9fz7vvvsvevXvZu3cveXl5AHTs2JGBAwcydOhQbr/9dv1HnNls5qKLLmLVqlXccsstvPjiix6Njf369eOcc86hrKyMYcOGkZeXR1BQkFOOpvz8fHJz7b8Jo6KiWqxScEtR31B3Pz8/4uLi9AmpFt7rKefg9u3b9RxZo0ePBuzG2oEDBxIeHs6QIUMYMmQIgwcPJiwsjLy8PJYsWcJVV11FdHQ0ixYtYvny5bzzzju88sorvPDCCwwfPpwnnnii1hyVdSE3N5f77ruPL7/8krKyMrfbhIWFYTAYOHnyJB988AGXXnqpU5j05ZdfTlhYGCNGjADsYfb+/v7ExcWxevVq/V6sC656bKtoxtaioiL9ng4LC2Pfvn2MGDGCPn368NVXXzF79my3+4eGhnLLLbewbt06TCYTr732Gjt37qRPnz61Hru0tJS33nqLvXv36uOW9jKbzZw8eZJDhw4RGxvLe++9R5cuXfj9999ZvHixHp48fvx4iouLCQ4OZvTo0QwYMEDPDwl2Q5BWBKlLly4ejUmKpqcptbVr1y7WrFnDmjVruPTSS2s9ts1m4+OPP2bjxo3696GmK01jmZmZhIaGsmjRIgYOHMj69et5//33a2gL7DkuH3vsMV1bfn5+urYiIiKUthQ6//znP9tlOwqFQqFQKFo3TVF9+A7gBiAIEEColLJxFQuaASFEAvBfYLGU8l2H5eOBX4G/SSn/7WHfU+opmJeXx8GDB5FSMnjwYI9FMmw2m264cQ1DrKys5MSJE3z33XeMHz+eb7/9lg4dOnD06FF27txJRUUFx44d4/Dhwxw/fpzAwECCg4P1V0hICMHBwQQEBJCZmUlKSgpCCFasWKEXPXHF1VPQZrPx/PPP8+ijjxISEqKH8iYmJmIymdi5cycpKSls27aNgIAAHn30UW699VZefPFFPRH8E0884TGkFHDKQbdr1y7S09Pp27evXlhAq1bp6pl1KkKINdqap6C2ztVLRSsi4Vq4xZ2nYHFxMevXr2fMmDEEBAQ45czy9HlXVlaSn5/PRx99xL333sucOXP46KOPgIZ7Ch4/fpwZM2aQmZnJ1Vdfzbx58wgMDCQ/P5/8/HyOHTvGli1b9JyZ1113Hffff7/+uWl9ddWWFs68evVqNmzYwOjRo508Bh31BTjdm23ZU9BRS1o/HcPL09PTSU1NZcCAAfTv37/G/mazmY8//pj8/HwmTJjA+PHjAbt3dFJSEuHh4XzyySduC3tox/ruu+944IEHyM7OJiIigpCQEIKCgggKCsJkMmG1WunYsSMWi4WXX36ZPn36UFBQwJdffsm0adPYu3evkzeXuyIvFRUV+pjXo0cPr8Zb5c3VOrQF8NNPP7Fs2TLOPfdczj77bMD+HZGUlERubi5vvPEGF198sdt9q6qqSE5O5u6779ZziHbo0IGgoCCCg4OdtFVYWMjLL7/MkCFDvGrLXUiv0pYd5SnYNmkL56E8BRUKhUKhqB9N4Sk4CzhDSnkCQAhxYRO02WiEEFFAGFAqpcwGDgIpwBwhxDEp5fcAUsq1QojbgEuEEF8Ax2UL/+Lp1KkTWVlZHD9+nJycHLdhs65ok4c1a9YwbNgwffLs5+dHZWUl99xzDwDr1q2jc+fO9O/fXy9c4kheXh6fffYZl156KSEhIXpuw/z8fCZNmsT555/Pr7/+Su/evb32Jz8/n+uuu47ly5dz8cUX89prr3n0NNuzZw933XUX9957L0uWLOHo0aOcddZZunGmrvTq1QubzUZUVJSTQcfHx6fGxKsxhWLaGk1VYXnPnj2kpqYC9irSGiaTSfcQ1AgJCWHq1KkAZGZmcuDAAcxmM4WFhQwdOtSjES8oKIjIyEhsNhtnnnlmo/prNpu55JJLyMjIYNmyZYwaNYrk5GQSEhJ0w3ZFRQX5+fl6gRAtXMoV7R50vRc1z0Htr4ajvgCnQgDu9NhWKoi6K2rg6+urV3LWxgVP40NycjLFxcV06NDB6eFCjx49+O2337jooouYOnUqb775JpdcconTvlu3bmXBggX88ccfDB48mDfffJPg4GC6dOnCsmXLuPjii+nSpQtgH+e2bNlCQUEBpaWlrFy5EovFwurVq7nkkkv0+yE4ONjtBDcnJ4fjx4/TsWNHIiIiGvehKepEY7UFfz7McLymmvF+zpw5zJ8/n/T0dB588EEnQ/ChQ4d46KGH+OKLL+jWrRv/+c9/SExMJDo62qO2SktLdW2BPdTcaDQihHAac1315aitxlZ8V7Qv1q1bB+D2t1lbbkehUCgUCkXrpimMgiuAEOBE9f8tPqOtLiryOZAGTBdCvAN8BDwBvAfcJITwl1J+Wb3LWmAmYGkJg6BWzVTzWPH19WXIkCEcOnSoRgJ3byQnJ7Np0yYAvVpmTEyMkyFjyJAh+Pj4eAwD/vzzz/n1118BeyXX33//nXXr1nHTTTfx448/MnnyZM4991x+/fVXoqOja+y/Y8cO/v3vf/Phhx9SUVHBK6+8wk033YTNZqO4uFj3qjIYDLrBMS4ujm+++YZvv/2Wu+++m7y8PN544416h/cGBAQQGxurhz17C+c83UKIG4qjNrXKnO4qdDpu7+p9pXl57N+/n9TUVKqqqtzm4bNYLCxZskTPQzhz5swG97uiooKrrrqKTZs28eCDDzJixAin+2PixIkAejjx9OnTveolICBA9z51JCgoyO25uNOXN621FSO1p/vGYrHoeToHDBhQo6KzxrBhw/Dx8dGrof/0009YrVYmT57MkCFDWL9+PRdffDHXXHMNqampPProoxw7downnniC9957j06dOvGvf/2L+Ph4wD7mZWVlkZmZiclk4vrrrwfQDY5Dhgxh27ZtZGdnc+jQITp27MiWLVtqzQOpjbvR0dGUlZW59SZUNC2N1RbAhAkTCAoKIiEhgbVr1xIfH8+OHTsYPXo0K1eu5KabbmLRokWkpaXxn//8B4PBwEsvvcTzzz+PlJI77riDMWPGEBoaytatW/n666/rpK2AgADy8vL0avfe9OWqrVPhra5oGzz44INA43MBtrZ2FAqFQqFQtG6awij4GHCrg3dLKPBVE7TbIKqLiPwTeFpK+ZEQYjYwF3gBeBy4FngVu2EwSUr5D6A3YARMQOmp7rM26YE/PST8/f11zzdPdkrX5VrI3bBhw6ioqEAIoecw0iZSRqORoUOH4uvr63Zydckll2A0GjnvvPMICgpi69at5Ofns2HDBqZMmcLnn3/Oeeedx7nnnsuKFSsIDw+nvLycb7/9ljfffJM//vgDo9HIJZdcwp133kn//v2x2WxUVVWxefNmtm7dio+PD0ajke3bt2MwGBgyZAh+fn6cf/75nHXWWWzfvp1x48bp5+fNTusYQg1/5qLSwli9oX3W7rZrzd5apxJXbQ4cONCrJi0Wi55LS5vc+/n5ERMTQ2RkJIGBgXobruzatYvKykpKSkoYPHgwUVFRVFZWAvYCN57CyCsrK536Y7PZuPnmm/npp5+46667CA4OZtOmTYwcORIfHx8GDhyoh537+fkRHByM0WiscU7ejA9SSq8TedeqzrXlG3Q0iHgK924sns6ntvvE8V5w9IBybE8r0KB9jlVVVW7vIaPRyPDhw/Hx8WHTpk2sWrWKyspKQkNDmTBhAp06deK7777j6quv5tlnn+XZZ58lODiYsrIybrvtNu655x5SU1PZvHkzSUlJjBgxgnPPPZeVK1dy7rnnOo1zY8aMAexV1H18fOjSpQsHDx5k+PDhTufsLlTez8+P2NhYPVcr1H4NT2dag7a0bcaMGcOmTZtITU0lNTUVs9mMn58fEyZM4OWXXyY8PJzXX3+dqKgogoKCMJvNzJ49m8cee4ycnJwGaat3794EBgYSHh7OsGHDvJ63q7bcVYBXKBQKhUKhUChOFU1hFFwgpXxT+0cI0aIFO6SUpUKIIsBS/f9XQohM7HkPnwbuBm4C5gE3CiHGAhHAtVLKgpbos6NBwHWy484oYLVa2bt3LwkJCU653YKDgznjjDOwWCzs2rWLMWPG6EYyR48vf39/p3bNZrOeBD06OtqpmuPs2bN57733SEpKwsfHh/Hjx7N06VLOO+88zjjjDC644AI+/vhjjhw5QlxcHNdddx0zZsxgxowZTh4fvr6+DBo0iIyMDD33XFVVFYMHD8ZoNOr9CQ8PZ9SoUWzYsAEpJSNGjMDf379GRVwNHx8fysvLnXLdhYSE6OvrY9xrKyGcTYW7c3TN6+VOm94MVdr27jyrtIIOjsc9fvw4S5cuJSYmRg9T/+OPP1iwYIFTvr3Q0FCPxWaCgoL0yqBSSu666y4+++wznnzySebPn8+SJUvo27cvwcHBjB071mlff39/pJRs27aNpKQk3Sh34sQJcnNza9xjhYWFrFixgunTpxMeHq4vd9VnffUjhNANIlrlVe0zayosFkudt63LvaAtd8w1qV0zm81Gbm4u4eHhbN++XX9AYTKZ8PHx0Y2zx44d0/MJapXBd+zYwcsvv0xwcDD79u2jc+fOPPfcc/Tp04eioiJKS0tJSEjgrLPOwsfHh61bt3LFFVfobTuOdVarld27dzNkyBACAwPp1asXVquVnTt36uOFEMLjOQYFBen3wekwJjSUltBW165dKS4u5scff+Scc86hY8eO+v4DBw7UjYElJSUMGzaMsrIydu3axd13340Qgq1bt2K1Wnn66aeZNGkSRUVF+vdqQ7QFcMYZZ7jVlzuUthQKhUKhUCgUrYEGGwWFEN9LKWcBi4QQ9zqs6gC83uieNaxPPtjPyQc4h2qPRSnlViHE64AfcA9wh5TyNeA1IURnwCqlPNkSfYb653zbu3evntvNXRjw9u3b2blzJ2CvzpucnEyfPn10TwfNUKiRnJzM5s2bgT/DKjXS09ORUpKenq6HPU2ZMoUlS5Zw2WWX8cILLzBz5kwSEhKYN28eBQUFLFu2zCmnnEZeXh4dO3YkLy+PpKQk/ViuXiapqamsWLECIQQmk4mRI0eSnZ3Nvn37gJp53TzluqsvbSWEszlx/Qzqq836er18//33fPfdd7rXzsaNG6mqqqpX6HBFRQW///473333Hd9//z379u3jjjvu4P777+eXX36hvLyc1NRUt+HuYNfb2rVrSU5OZt68eYA9DP7w4cMIIUhKStK3XbFiBatXr0YIwdy5c/Xl3vRZX5ortN31vvdGfe4Fd/dfbm4uBw4cYMeOHWzZsgUpJSaTyamASFBQEPHx8VRWVnLs2DFMJhNLliyhsLCQiIgIpkyZwl133aVXWwfYsmULqampeojnmjVr2LJlC/Bn3istR+S4ceM4ePAgKSkpwJ9V2+szXjRVPs72TktoC+w5dLXQRu3eBbu2unbtqhcHMhgMLFmyhPLyct1b+corr2T48OG6Qa4ptOWpz+5Q2lK0RWJiYjwasWNiYsjMzDy1HVIoFAqFQtFoGuMpeFH13xuklEu1hS1RaEQIEYLdM9AkpSwWQjwLbBZCZFeHByOlTBVCLAb+BYwGsqqXHz3V/W0o5eXlHDp0iJiYGAASEhLcbjdo0CAMBgOxsbEsXryY/Px80tPTmT17ttvJmzZRHzJkCGaz2clzb9SoUfpfzYtn4MCBzJkzB4vFQk5ODlFRUWzcuJH8/HxKS0uxWq1s3ryZsWPHOk16tDxg2l9PJCQkMHDgQCIiInSDTI8ePZz+OlKXXHd1wdUY01xhnK2ZxhikPHlzumKxWEhNTSUpKYlZs2ZhtVqJiYmhvLycH374gYiICKdJtjsqKyv55ptv+Prrr1m+fDmFhYUEBAToBWquueYahBB6mJ/2F+yeeFpl5KCgIJKSkkhOTqagoIAtW7YwceJEkpKSCAoKqmHgmz59OgDTpk1zWq7pslu3bpjN5kZpprmMBd764+q9VR8duLv/unbtSnl5ORaLheDgYPz8/NzmZIyLi8NsNrN//37S09NJSUkhPj6e2bNnk5mZSWxsLL///jvDhg0jKCiI4cOHU15eroegDx06FED/a7FY+OSTT0hJScFoNOq53RwNu7GxsRw6dIjY2Nhaz01RN1pCW+Xl5XqF4XPOOafGvnFxcQBERkby9ttvc+TIEQBuuukmCgoKiI2N1QtzNZW2Kioq8PHxISEhodHfRwpFa8Sb0U95vCoUCoVC0TZpsFFQSlle/Xep66pG9aieCCH6AC9X/3tCCPGYlHKnEOI64H0hRJmU8lkhhJBSrhNCLMdeafjzlq4yXF8OHTqkeyMNGDDAY94ik8lEUlISH374IcePH8disVBWVkZmZiYRERE1PPOCgoKYOHEiZrOZw4cPk56ezhlnnEFISAghISGMGDGCFStWkJmZidFopKqqinHjxuHr66sbKCsrK9m5cye9e/emT58+5Ofns379en3SBvZiDfHx8WRkZBAfH6+HZUopMZvNekjW6tWrdYOMZsT08/Pz6IEVEBBQwyNDC/OqzTjjOmF19HI7HT0HG2OQys7OJiMjA3DvLacZWVNTU9mxYwdgr9qrhasXFRXh5+dHQUEBl19+OSNHjiQsLAyLxUJpaaluZCorK2PlypWkp6cTGRnJBRdcwNlnn01wcDBnnnmmHj5us9mwWq2EhYXpoalbt27l+PHjbN++HZvNxrhx4wgODmbevHls2bKF4cOHYzAYMJlMdO/evca9EhYWxty5c/V7zzGcsFevXpjN5japGXeVX93hGl4O7u8/X19fKisrWb9+PRMmTCAmJoaAgACsVisHDhwgNjYWo9GI0Wjk5MmTbNu2Tf9M4+PjiYiIICIiguXLl/P555/z22+/ce2117J7924GDx4MoBcTmjBhgt631NRU9uzZQ3Z2tl4gZMSIEU5j5bFjx/D19eXYsWNOqQYUzUNzaev3339nwoQJXHjhhfr3hNVqZf/+/cTFxWE0GunXrx8rV66koKCA4uJiunbtSkZGBlOnTnXS1u233w7YH7yVlJQQHBzcIG1lZ2eTk5ND7969ndIOKBR14cUXX2yX7SgUCoVCoWjdNCZ8+AB/GgBF9XuBvdBIp8Z3rU59iMNuEHwPCAQuBKYCu7FXHw4BXhVCdAKeB44BB4HItmYQtNlshIeHExcXR/fu3WvdPjU1lbKyMqKjo7nwwgvJzMx08mhwh8lkYteuXWzbtg2j0ciUKVMAe4jW999/j6+vLxMmTNCrL2qUlpZSWVlJ//799UmU5onlSkZGBrt27QLsHhZms5n169cTFxdHVFQUO3fuZPfu3cTHx7utvOyYY8rbpMuxQIY340xJSQl5eXlERUXVMBCoCsX1w5s3J/xZhKRXr14YDIYaejSZTCxcuJBXXnmFHTt28PXXX9dow2g0YjKZiI2N5cMPP2TOnDkIIfj111/5448/MJlMTJ06FZvNRn5+Plu2bCEzM5OysjJ27NhBUVERQ4cOZcyYMXreMc0Q6lgxNDAwUDdgJSQk4O/v7zYPmqazyspKysrK6NixI6GhoW1OM45al1Jy9OhRvciL4/3jzsDj7p6sqqoiMzOTw4cPs3LlSmbNmkXnzp05ePAg+/fvR0qpew6OGjVKH0MGDx7MmWeeqR/ParVy5MgRysrKeP/99/UcouPHj3fr9ZyUlMTAgQPx9/d3yjGn4TiOetKpomlpjLbAvb4KCgo4fPgw+/btIyMjg7FjxxIZGal7nAJu9eVYJMRRW+vXr8fX15etW7cCf3oZOlKbtuBPT2F3310KRW24/rZqL+0oFAqFQqFo3TQmfHihlPI914VCiPmNaLPOCCH8gLuAlVLKj6qX9QWiq3MLmqSU/xZCZAH/BZKEEIVALPDXU9HHpkTzkIqOjvZYhdURzeCSlJSEyWQiIiLCa9taOOfkyZMxmUyMGjVK94IaP368HgY4fvz4GgaPbdu2kZKSQmRkJAaDgcDAQCcPQUdcQ4iTk5NJS0vDZrMRGxtLly5d6N69u1412ZW65mvSDAaNMc6onE/1w5s3J/xZEdqbHseNG0d4eDgxMTEkJydz8uRJDhw4wOjRo5k4cSIlJSV6JWGDwcCGDRsYNGhQjTDh48ePs2XLFuLi4oiIiKCwsJCioiJCQ0MZP348QUFBTp5JrhgMBo4cOUJaWhplZWX06dMHs9kMOBssNJ0VFRWRl5cHQFRUVJsLo3L0kjWbzVRWVuLr61vjs3FnKHd3T544cYKIiAjCwsIwm83s27ePmJgYevXqhRDCKXTXYDCQk5NDUVER48ePdzLOT548mdLSUoxGI6NHj9ZDNw0Gg1sPYJPJxNVXX62PZ644jqPeQtwVTUdjtAXu9dWjRw/69u2LxWIhKyuL8PBwIiMj9fFHM+qZzWa2b9+O0Whk165djBo1SteXo7bGjBmjF+gaPXp0g7QFdo/5iIgIKisrlaegot788ssvAB5/P7XVdhQKhUKhULRu6mQUFEJcXf32ZynlYQB3BkFvy5uJY8BeIYRBSmkDKoAk4BuguxDiASnlj0KI0UAi9irDm6SUmaewj02CZnyoa0J3o9HIiBEjvG6Tn5/P119/Tc+ePTl06BBgz0eohT5pnl0hISFcfPHFgN0DqLS0lD/++EOvDhweHk5gYCDFxcUkJyfr3oLuCAgIIDExkZycHLp168awYcPw8fFh8ODBGAwGunXrxpQpUzx6YtQ1f6DBYNCrO3pDK6bR1jy72gpansFOnTqxfft2OnbsSEJCgseQbqPRqOfwOvvssyktLSUlJYXevXvzxx9/kJCQoBuFUlJSSE5OxsfHh7FjxzoVtjlw4ADp6ekcOnSIyy+/3KltzUChacRTX3r16kVpaSmRkZEAhISEEBgYSEVFBTk5OXTv3h0/Pz+CgoIICAjAYDDQqdMpcZJuVmqrhq4ZyjVna3f3pFaZuU+fPmzfvp0BAwaQnZ1N165dSUhIcKosvW3bNgoLCzl58iRr164lMTGRzp07A/ZQ0fHjx1NSUkJERARRUVGsWrWK//3vf9x2221ujctaWKc76juOKpqW+moL3Oure/funHXWWQQEBLBlyxY6depERUUFAQEBTrkrt23bxvr16/H39yczM5Pzzz9fX+eorYCAAPbu3UtZWRmvvfZag7SlrXf8q1DUhyeffBJovBGutbWjUCgUCoWidVNXT8EHgEUAQoie2kIp5cHm6FRdkFJWCCG+AUqklDYhRD9gAnAjEIm9+vB3QogzpJTrgJyW6mtjcMxZ5pqPSZtUuebF09Zp78vKyvQ8fkajER8fH4QQfPrpp6xYsYJJkyYxceJEBgwYQE5Ojp63MDY2Vs+v5mg42bp1K99++y1CCL1S6FlnncXx48cZPny404Rfw3GSd+jQITIyMpBS0qtXL8aNG6f31c/Pj6ioKLfnCXbDzqBBg9yuqw+On9Pp6g3oLoJe05LRaKSsrMzt5L0+aFV5U1JS2LlzJx06dNDz77nizgM2NDSUiRMn8vPPP7N8+XK6du2KzWbDZrMxfPhwbDYbgwYNqtHHgQMHsnnzZnJzc9m8eTNnnXWWU3iwt89AQzOsu95bjvrt3bs3YNdtly5d6vXZtBZcP7v63hPu8r75+/vr9/EZZ5zB/v379c/MNTRz6NCh5OTksHr1apKTk/Hz8+Oee+4B7F6ZBw4cICcnB5PJRP/+/fn000/ZtWsXH3/8MWeddZYeVqqNeY5jpjZuCSGQUup5RtuaJ2dbpbHagpr68vHxwcfHR9dXXFwcGRkZBAYG0qtXL6d72lFbGRkZ/PDDD/ztb38DvGvriy++4Prrr9fDlv39/WvVljZO1Kf6ukKhUCgUCoVC0dLU1Sh4REr5PoAQ4l1gOrAcuK65OlYXpJTbHd7vEkKcI6UsEUJkAH8Aw4AZwLqW6mNjccyNZzQayc/PJyIiwsnw5i0vHtjz+GnhVwMGDNCXz507V/+reeY45oXTPKk0tHDLIUOG6GF4QUFB5ObmMnToUJKSkmqtuFpVVYWfnx+xsbEtltPrdKwqXFdKS0spLCzEarUSEBCAzWbTPSnrY0iprKykoKCA6OhoADp16kRkZCTh4eENuu6hoaGEhoYydOhQrFYrFosFgEmTJrk17JlMJubPn6+HGnuithyVWuhjVVUVR48eJTAwUM8X1h5z0jX1vVFVVUV+fr6uA9fPzGq1kpaWpnsjb9q0iSuuuEJfL4Sgb9++BAUF0aNHD3x9fVmwYAGff/45ffv2rRFWarPZOHbsmJ6zznHMLCsrq1PBC0XzcKq1BXZ9lZSUcN5557F9+3bd4x28a+uSSy5xClseMGCA0pZCoVAoFAqFol1SV6OgPuuWUl4rhPhVStmiBkFHtPBhKWVJ9aIqKaUUQmQDJ1uyb43FMRzp2LFj5Obm6jmZXI2DrmgegtpkScvjp9G5c2fda0LD39/fY144x3DiadOmkZaWxpdffklJSQkxMTFMnDix1vPJz88nPz+frl27tlhOr9OxqnBdCQwMpKSkBJvNhq+vfXhoyGRXKwQA9uT7e/fuZeTIkbrHjTu0Sb47XQ8ePJigoCDi4+PZsGEDGzduxGQyufX+0wgKCmLy5MlejZl1zVGZn5/P/v37CQ4OJj4+Xs+N195o6nsjPz+f3Nxc4M+K1I5G3IyMDJYvX05xcTFnn3028+fPJzQ01KkNx1yVUkoiIyO55ZZbsFqt7Nixg/LycqxWK/7+/lgsFt1oU1RURGFhIUePHgXQH3yoVAEtw6nQlivff/89v//+O+PGjWP+/Pk1Hpp50hbYvwv37t1Lz5724AhNW76+vvj7+5OWlobVagWUthQKhUKhUCgUbZeGFhqp4ZojhHhKSvlQI/vjFiFECHZDX6nbztjzCSKE6AAIKWWhEGIW0B94ujn6dKpw9NbTchxVVlbqk6GoqCiPefE0D8HKykqio6N1I09DcSwUAdC7d2+mT59OUVERw4YNq1Mb2jl4K3zS3Kiqwp4RQtC5c2enAhyeci56M+JpufU6depEenq6bnjzVgHbcZLvGkIeEBCge7kOHz7c6W9jqGuOyoiICGw2G4GBge1aN019b9R2v8fHxzNjxgxOnjypF3ioy7ErKyspLCzE19eX9PR0/P39GTBggFPhlyNHjtC5c2e6du1KRESEU8ELxannVGsLYNasWQDMnDkTk8lUZ21pDzXKy8s5ePCgk7a0B3RlZWUYjUalLYVCoVAoFApFm6auVqIOQoixgPDwP9jDdJvcKCiE6AJ8BLwvhFgqpSz2snkPYJEQYi/20OHrpJQZTd2nlkLLo1RVVaV7CgIeJySaZ2BISIjuteVqbKkPrmGkAQEBDB8+XM+xVJ9z8ERt4ZxNEYKmqgp7RwjhdJ09TXa9GfF8fX2JjIzEYrHoefcSEhK8HreuBuPg4GCvHoKeNOROO+7y4bnDx8dHD1Nsz9R2bzh+hpo+vN2z7u53x/xrAQEBNcK76+KBqRltwsPDSUpK0o262kMUrRhNbd7UilPHqdAWOOurY8eOXH311TW28UZt2gLnsUrpS9FU/Pvf/26X7SgUCoVCoWjd1NUoOBRYg7MRcK3LNp4z9jcOP6ArcAFgFUJ85xAmjBBCyOp4NCnlTiHE/wHBwEtSyqxm6lOLUpthTcNoNDJgwAAqKysxGo2NqoyqJVgPCAhwmgRpIcXQNLmUagvnVKG/rYfajHhaPszQ0FDdy89bYY+66ro2PGmoPtrR9K6KUjjj+Blq9/uePXvYuXMn4D0E27ENxzHDXaGk2nD0RI2JiQGctdVUWlKcOppCW1o7mr4CAwObXFug9KVoHvr06dMu21EoFAqFQtG6qatRcANwmZf1Avi48d1xSz/gfezGwRsAHA2DmkFQCHEn8LmU8tdm6kezcCqKXvj6+jZ6AnPy5El2795NQkICAQEBevVFx5CqpqC2cE4V+nvq8WS0qW1i3NTaqAsVFRX4+PiQmJhYQ0N10Y5mDLTZbJSU2J89qLDAP3H3GdY1BNu1DaPRSGFhIYcOHaJDhw5A3T/rho5pDTFAKk4NTaEtbX+bzYbVauXAgQNKW4o2w3fffQfAeeed167aUSgUCoVC0bqpq1Hwvtq87oQQ9zVBf9yxCfhDSlkshHgKuL76eLphUAhhwF4R+QIhxFQpZWUz9aXJaU7PN09eWVVVVRQUFHgMfXK3X0FBAUePHiUoKEj3DNMmP9okzpsXWF1xF86ptes66dKWqwlY8+LqwSOl9PqZO14XV21ofzUNdurUyUmDDbmWjrrLzs4mJyeH3r174+/v79TXuoSNa96NwcHBhIaGEhgY6FHXjn1trxWt3d17mnFFW6fl83NcBt6vZVBQEGazmT179nD06FHi4uLo3r17je3c5a30dD1q0yW490ZTtAyO19HT2N4QbQkhMBgMZGRk1NCWo0aUthStjeeffx5ovBGupdqJiYnxeJ/ExMSQmZnZqP4oFAqFQqFoHupkFJRS/tYU2zQEKeUJIYRP9fuHhBD/wG4YFNWGwWIppU0IcR7QpS0ZBKF276XmMHgdPnyYrVu3MnToUL0ysadjVlRUkJ2dTXR0NAaDgW7dulFZWal7Cmrre/To0eBqwkKIOhmZ1KSraaltYq3hqNG66LG2bYQQFBQUcPDgQbKyshg6dCh+fn5IKT3qyZtGqqqq9H00Pffo0aNBfa3vuWq097B2d/deXe5ZR1yvbVBQELGxsZSUlBAXF1fDmFpRUUFycrJ+nKioqFo1W9s1a+j1VTQvrvpS2lIo2h7ejH7qnlAoFAqFovXSJlxapJRV1d6ASCkfAdYD1wHjhBDXCCHmSSkrpZSHWrSjDUDzXjqV3kUWi0V/gd3LyWw2Y7PZamybnZ1NRkYGeXl59OrVC39/f4KCgvT+Zmdns2/fPrKzs5utv1JKzGYzRqNR995SnDocPexKSkqaxCO0U6dOSCkpKChw0o6mN3d60kJ6XXXquI+fnx+9evVqsIG6ofdjYGBgu9amVrjDaDQ2uA3XayuEwGw2U1VVRV5eHvDnvW6z2cjOzub48eNIKZusWnlLjLcK70gpsdlsBAcHN/j+qau2SktLlbYUCoVCoVAoFAoH6ho+3OJUewMKaedhIcQ9wL+B48AVLdy9BtNUYYf1aScuLg5fX1/dq0oLmYSaHniOnlfuqG29K+5CtjyhnZPK79Y6cPTmcU3gX998Wr6+vgwdOlT37tHwpidP3nj11WBdcdWqt3Ns7xWtteINgYGBhISEOK2r6z3t7jq5LnO8xo7rtHYbUgCmvYZ2txdKSkrIy8tz662ntKVQKBQKhUKhUDQvbcYoCPaiIg7VhtOwVzy+QkqZ3sJdazD1rYjqaQLi2o42wdHCfB3x9fWlV69e+v/eCkJonleeqG29K/n5+eTm5gLUmsxdOyfH/G6KlsMxPM413K+0tJTCwkJKSkro3LlznSbVmnY0T1WTyeRVT55C7eurwbriqlUVvu6eut7T2nVy9DR1vXbatdXGLVd9uD7AqIsxur2Hdrdn6qstb8vcaQu8FxeqTV9KWwqN2NhYsrI8p97WKlkrFAqFQqFQtDbalFEQdMOgL/bQ52lSyr0t3afGUJ9qut4mIK7tePP+c8VgMDTYyOHN+OgOLVSrLiFb9cnRpDw2mh/NG05KWUNvgYGBlJSUUFlZSWlpqVs9aRNsV63UVat19carryY94arV9lz5urb7RwuLdHfu3u7p+l4LIUQNDTjqQ3twofWjLoba9nzd2gKtSVvuvkvcFRfSqM3op7Sl0MjKymp0ao0lS5Y0SV9aWzsKhUKhUChaN23OKAggpawUQiyTTZHcrIWpT9ihtwmIazvevP88GWfqgzfvCm/4+PjU6iGo4WiEqg3lsXFqcTXeCCHo3LkzpaWlGI1GzGZzjQm4qwFH01BAQAChoaFutdoQ6mMQ94arVt0ZrNoLtd0/3s7d0z1ts9k4duwYlZX22k+1fXaexiXHscz1AUZdjDLtPbS7tdMc2gIwm8162LFrSLsrjtpyNQq66suR2vSltKVoSpoqBUZra0ehUCgUCkXrpk0aBcHuMdjSfTjV1GcC4s37z9Fo4m6yU5fKj67eFSaTCSlli1WYUx4bLY82uTebzW6Nco7he1JKXUOad46U0qsB2JO2XPdxnOS3pCbbEs1x/1gsFiorK/H19dWvhYa76+yas1JD8/DS9nO8nu3ZUNteaA5tueqntp8DnrQFzvpyRelLcSr59NNPAZg7d267akehUCgUCkXrps0aBRXe0SbO7kK3jEYjJSUl+Pv7u82X5MmIonl2+fv7U1RURGBgIMHBwXUyujTGMOOY18mTZ6Py2Dh1eNMWeA77dp1gBwYGYrPZ9FdJSQmlpaV07ty51iI0rv1xLUjQFBP508mY6Hj/NFUovr+/P1arlYiICI8FHLR722g06hVojUaj1zxup9N1aQ+4js1Noa+qqipKSkro1KmTvkxpS9HWeeONN4DGG+FaWzsKhUKhUChaN8oo2M5xF7pVVlaGzWbj+PHj2Gw2oG5hllpbFouFkydP0rVrVzp06NB8nXc5LqjQ4NaEp+tSVwOtEAKDwUBRURGlpaUcOXKEkpISDAZDnUPMNepTwEbhnaa6344fP87JkyeBP703XccZ7VglJSXYbDZCQ0MpKytTBV3aMU2hr/z8fI4cOUKHDh3chpU7HkdpS6FQKBQKhUKh8MxpZxQUQnQFOkgpd7V0X04F7kK3tPdGo5GysrI6h3Vp20VERBAUFFSnYiFNgQoNbp00xXVx1KLmxdMQXdWngI3CO011v2nXomPHjpSXl7ttz9tYpO739klT6EtpS6FQKBQKhUKhaBpOqzKtQogE4L9Au3Ql0kIwNe8/+NNryzFMSwvjdAyzNJvNteZl0rwx/Pz8iIqKqleIZ2Nwdw6KlqeprosWThgaGkp0dHSDdKUVJDhVmmzPNNV11a6Jn58fQUFBCCGQUjqNNa5jkRBCz/FWWlra6GqeitZHU+hLaUuhUCgUCoVCoWgaThsrixAiHngJ+ERKuaqh7XTr1k2fXAghWLhwYVN1sdFo4VKlpaWnZD+FZxYuXKhrpFu3bnXerzXrqzkoLS0lLy+PvLw8pb960BB9tQZt1XWsUWNSy6G0pWguGvq9qFAoFAqFQqFoPsTp8LS8OmR4E3CHlPILIYQfMBcIBk4Cn0spK2vZPwcgJyeHrl27noJe15+6JnB3V7nRMfl6XaoPe0Ilaq9Jbm6u4wSom5Qy13F9W9FXU+BOeyUlJQC1Fq2pa/Xhuu7XXvCmr5bSlqdr4jrWeNvf03bt/Xq2JpS2FM1Fa9RWbcTGxpKVleV2XUxMDJmZmY1qPz8/H2h8GozW1g54/+ygaT4/jdp+cykUCoVCoXDmtMgpKKXMFUIsB7REQu8BFUAVcAUwSwjxuJRyT0v1sSloaAVe16qwbYWmqpKqaDmEEISEhAC1G/eai9NJRy19rnUda9rqmHS605L6UtpSNDdZWVnN+j3VVDlxW1s7QK0GP2WQVygUCoWi5WjXM2AhRKwQYiaAlPJ6IE4IsQ7YJaWcL6W8DhgCTAAWtFxPTy2OYV7uXs21b1OjwsDaHt60YzAYGqStxmrydNLRqTrX2q5JY16K1sup0JfSlqK9snjxYhYvXtzu2lEoFAqFQtG6abeegsKeQ/AjIEMIsU5KWSilfFwI0QnIr97GKKVMF0LMAX4TQrwupdzakv1W1B1VlVjRFJxOOjqdzlVx6lH6UigajmaAu+aaa9pVOwqFQqFQKFo37dJTsNog+BrwHVAO9NDWSSlvBz6s/tcq7O4BW4EVQPEp7qqiEaiqxIqm4HTS0el0ropTj9KXQqFQKOqKEKKDEGKjEKJECDHAwzZPCyF+F0IsEfac8F6XN7I/Tm0KIQxCiMXVy9YIIfo2xXEUCoWitdHufrlXD9gvAO9IKf+B3eC3SAjRQdtGSlkkhAjEnoBYAtOBCMDcEn1WKBQKhUKhUCgUivaKEGKxy6JS4FzgCw/bD8Y+V5sIpAMXe1veyL65a3MIEFC97AHg7sYeR6FQKFoj7cooKITwBRYDh6WUn1YvXgKkAt2rt/Gp9g4cDtwhhHgbuBe4UUp5+NT3WqFQKBQKhUKhUHjj559/ZsiQIQghmDRpEsePH2/pLikagZSyQkp5zMsm44Cfqt8vB8Z7Wy6EuEYI8asQYpMQYlI9u+OuzUP2ZoUAwqlOP+WIEGKqEGKbEEIKIVYLITrW87gKhULR4rQro6CUshK4EvgN7KO4lPI49vO8s3qbqmrvwJ3YB/9NwDVSyvQW6bRCoVAoFAqFQqHwytSpU3nxxRcBWLlyJR07tg37ixCinxDif0KIk0KIDCHE7Fq2XyWEKKsOqy0RQuyuXh4ghHhbCJElhCiuNkadc4rOoaMQ4ishhLn6+Fe4rC9xeVUJIV5p5GHDgaLq9yeBjp6WCyFGADOBs4CpwN+b4Fj5QAV2z8FXgNddd5JS/kz1HBOYUj3vVCgUijZFuyg0IoTwl1KWCyECpJQZQoh92ipAYnf5/kwIcZaU8n/VxsITwM/VL4VCoVAoFAqFokVYtmxZu2zndKc6iukb4E3sxqpJwHdCiKFSyj1edr1NSvlfl2W+QHZ1GwexG8E+E0IMlFJmNnnnnXkNe572KOxhtT8IIVKklKkAUspgbUMhRDBwBPhcCNETeL96VV8hxKrq99OklOW1HLMQCK1+3wE47mX5HCAR+LV6ebZDf7oAn7hp/zIp5REvbU4DKqWUfaqNjs8Dc2vps0KhULQ52rynoBCiD/CGEOJz4BEhRLyUUlYb/mxCCJ9qD8I1QJy2W4t1WKFQKBQKhUKhcCAwMLBJKne3tnYU9AW6Ai9URyv9D1gLXFXfhqSUZinlQillppTSJqX8HjiAPSWSjhDiRiFEWrVn4o9CiM6NOQEhRBB2o9sjUsoSKeUa4Fsv5zAHOAr8LqU8KKWcLKWcDCzX3tfBIAiwDji7+v107J+bp+X+2A2p2rGu1RqRUh5xOK7jSzMIempTAAXVy/KxGwsVCoWi3dGmjYJCiN7Yn1z9DuwGBgNPCSHCq0OEkVJWVW++BrhTCDFMSmlrkQ4rFAqFQqFQKBQuvP7667z+eo3oxDbfTntCCPFidWivu9eL9WkKcFtt14FFQoh8IcRaIcRkD/2Jwu4dl+qw7EHgL8D5QCSQAzxZj765IxG7x5yjZ2MKkORh+/nA+9pczBtCiGXYPfLeEkJcU72sixDicSnlNiBPCPF79bGWAnhY/h/g6eprsQLoVJ8T9NDmz0APIcRq7J6GT9SnTYVCoWgrtFmjYLU7/gLgSynlYinlw8DbQGdcnuRUew1uBN4BxgohfE55h72wcOHClu4C0Dr60Rr6AK2nH660VL9a8vM43c65tWivpfuhjt9yx2/qY7fEuahjto/jNQX16XNsbCxCCLevmJiYZj3+Z599xmeffdagY9TWTkOuW1P1py59iImJ8fi5x8bGNlkfGouU8k4PHmeTpZR3ethtN3avuQVCCD8hxDTs4b/e3DDvA3oB3bAbu76rdoTQEUL4AR8C72l50as9Ah8CLpdSZlR7470NjGzwSdsJ5s98exongRDXDYUQMdjP7z3XdVLKa9wsmyml7CqlHCulXFy97IiU8rHq9wuklBOllPMcvQtdl0spd0spx1dfi+lSyrz6nqSbNiullHOllJOklGOklOvq26ZCoVC0BUQdHuK0SoQQAcC/gc+llD84LP8EWC+lfLHaGCiFEIbqUOJxQIaU8mg9j9UV+5M2cnJy6Nq1axOeCQghaA3XoTX0ozX0oan7kZubS7du3bR/u0kpc12OVWd9tdTn05LX5XQ75/oe15u+GjN2tfS9qI7f8vdcU2mrJc5FHbN1H6+5xi131KfPzfF51rXNyZMnA7Bq1apGHc9dOw05r6bqT2P64G6/VatWceaZZ1JRUYGvr3Nq9BUrVvD444/zxx9/aItq/OZqCYQQg7AXqhgAbAaOAVYp5fV13H858IOU8pXq/w3AR9hz4F0gpayoXn45sAQocdwd2FodUuvY5irsxjt3rJVSTnDYdmj1skCHZfcAk6WU57m0+zAwVUpZ3+q/bZZqT85fAb/qlFUKhULRpmiznoJSSivwHdAT7MVGqld9C2jhwTFCiB5auLCUcl19DYIKhUKhUCgUCoWidXLy5El++OEHpk+f3qzHaWj4sJRye7W3WScp5XTsXoAb63FoSXU+dCGEwO79FwXM0QyC1XQEvpJShjm8OrgaBKv7NFlKKTy8JrhsvgfwFUIkOCwbjEPYsgNX48ZL0B1CiA5CiI3CXq3YbTi1EOJpIcTvQogl1d6RXpc3Btc2hRAGIcTi6mVrhBB969FWByHEuQ7/9xZCvCGE+EgIMb8p+qtQKBRNRZuuPiylXCqEMFW/11zKc/jTTd4H+EYIcamUcncjDqUbT48cOcLRo0d55plnSEtLa3R1tnXr7J7o48aNAyA/P5/zzjuPe+65p1HtNpTc3BZ/oNoq+gBN148jRxzzGLs1xDvpqzZa6vNpyetyup1zfY5bi77qpa3G9KM5UMdv2XuuKbXVEueijtl6j9ec45Y7HPs8atQocnJy3G7XrVu3Zvk869Km1Wqt87YNaae+7TZVfxrTB7BfE7sdzBk/Pz+6devGxo0byc7O5r333mPo0KGUlzvVrzAIIa4EHgBex1799ynslWnvArYDY4B/SikP19YXLyHCXqn2FNyDXdu3ANHAYg/bhgGjgdVAJfZqt2cAd1Rv8gbQDzhbSmlx2T0ZeFzY86cnCyFCgTOBb2UjXGCllGYhxJfAE0LkYc8EAAEAAElEQVSIG7BXH74AGOfS93HYQ54/r2PTpcC5wLPuVgohBmP39pwohHgIuBj42NPy+p9ZrcfaDQRUL5sI3A3cVMcmw4FLsFdp7opdd3dh9xK9UgjxgJRyUWP6rFAoFE2GlLJdvYDxwJLq97cDFUB8I9sciv0pnXqpV2NfQ5W+1KsZX0OVttSrmV5KW+rVXC+lLfVqrtfQak0lV/+dhj3n3iLgBeAaYCEwq5nnJs8CJ7CH9f6Iy7yketmD1e8jgU1AMVAIrMcejgsQU31eZdVtaa95Dm3djr0icQlwCHijic6hI/A1YAYOAle42ebfVM/B6tn2YmCAm+V/Ba6ufj8ceLWW5ddgD+PdBEyqZx9qtIk9T/0n2L00z8duPHbdbyJ2A67EXpzki+rXMmBx9Tb3AN2BQcBr1ctebE7NqZd6qZd61efVJjwFhRAhQJWUsrQOmx8EUoUQ1wPPAGOllBnN2kGFQqFQKBQKhULRGtGKZJQDWqjpZinlh0KIHtgLaTQbUsoF2Isjelp/jsP7Y3goDCKlzKI6jNhLWy8DLzesp17bPQ5cWMs2NzfxYcMBzYPzJHbDpNvlQogRwEzgLOwFJ5dgN9Y15lj52J1L0gEjdscTJ6SUv+M5N6O+GeAjpdwO3Fq9zOt1VCgUilNJqzcKCiG6YE+m+74QYqmUsriWXcqwl4yvACZKKTc3QTd2AsOq3x/DnrNwLPAooH2Rf1t93M3V624ArgdmYHc3dyUPuMpl2T3Ab9ifcCnaDwbsT37BriVX3OlLoagr3vSltKVoDEpbiuZCaUvRHEwCnsTusXUp9hR8U4BoIUR/7KG0Q4EbgSeFEL5Ab+C5Fupvu6d6HveJm1WXSSlryw9QiL2YCtgNfce9LJ8DJGL3FAR7iHh9+uCuzWlApZSyT7XR8Xns4dz15UPg5eqw5FxgPpDVgHYUCoWiWWj11Yern+D9DOwCPgO+k1KWOKwX0uEkhBCx2N22r5ZSpjVjvyYDz0kpR1T/b8YeHlAGmIBeUkpXo5+39gKApVLKWU3fW4VCoVAoFAqFQqFoXQghFmOfU+10WT4EuFtKebUQ4kHggJTyY3fLgRHYi6ysqd7XV9ajErCHNguBKVLKv1fPL9+UUs5o4Dl2B+4EIoDvpZRfNKQdhUKhaA5avacg9mS672N3978BQAihGwY1g6AQ4nbsRrVMIcRZUsoiTw02EynAl1LK7dUGvtn13P9y3D/FUigUCoVCoVAoFIp2hRBiGfbCJX2EEP+WUi6u9uz7q5TyMSFEnhDid+zpoZ4DkFJuc7M8GXhHCFEBWLFXQc6raz88tGkDrhFCrAYCcB/5Vdf2DwF/b+j+CoVC0Zy0BU/BcOyu28VCiKewV+R6GwePQSGEAfgBCASmYM8/2GwnJoSYhP3LZgb2KmDPA7HYw38zsFcV+1x7WlXHNn8ALpRSVjR5hxUKhUKhUCgUCoVCoVAoFAoHWr1REEAI4SOlrKp+/w/sOfvewW4YLK5e7gt0qX4S09TH9wMGVP+r8tso6otT7iRXw6/Sl6KReNSX0paikShtKZoLpS1Fc6G0pWguvP6eVygUirZKmzAKgt0bUEppq37/JDAGew6/aKBCSvlhMx57KHa3dIWisQyTUm51XKD0pWhCnPSltKVoQpS2FM2F0paiuVDaUjQXNX7PKxQKRVulLeQUBEBKadOKikgpHxZC3AP8G3t1qCtauHsKhUKhUCgUCoVCoVAoFApFm6HNGAXBXlTEodpwGiCBK6SU6c186GPamy1bttClS5cmbbxbt27k5OQ0aZuO2Gw2LBYLJpMJg8HQbP2ozetUCOF2udls5uTJk/j6+jJ06FAOHTpUp/2ak6a8JkeOHGH48OHav8fcbFJnfTW3Vupz3LrqqjmO3VQ4alZKqZ+PxWIhMTGRPXv2EBgY6Hbf5tJlfc+3Fn01eOxqKa2d7sfXNNm9e3d9LCwpKeHYsWNERkYSHBzsdf/G6tJms9GjRw+ys7M5evRok2irJT5LdUz3uH5P11dbjTlHx++MptJWXThdx5LToQ+uepZSkpaWxvTp07VFzaotjdbw+brS2vrU2voDTf57S6FQKNosbSZ82JHq/IHTgT1Syr2n4HhdgRyAnJwcunbt2tTt12pQawwlJSUUFRURGhrq9Ud/Y/vRUKOgzWajtLSUwMBAfHx8sNlsddqvOWnKa5Kbm0u3bt20f7tJKXNdjlVnfTW3Vupz3LrqqjmO3VR4aldKiY+PD1VVVR7111y6rO/5etNXY8aultLa6X587ZgGg0EfC6WU+hhZm+4aq8uSkhJCQkIoLi6mqKioSbTVEp+lOqZ73BlR6qOtxpyj43dGU2mrLpyuY8np0AfX9sxmM+np6YwcOVJb1Kzacmi3xT9fV1pbn1pbf6Bpf28pFApFW6ZNeQpqSCkrhRDLmrPCcHtC83Ty5PHU0gghCAoKauluKOpJa9dVY9Amxy1hkFYoXDmVY6TjfV1UVHRKjqloOZS2FO2JwMBAOnTo0NLdaHU88MADACxatKhdtaNQKBSKpqFNGgXBHkrc0n1oKxgMhgZ7cjl68dU1RLQ+ngeKtktjdHUq8aZhpVVFW6Y2/TZk/Na2a86UAIrWT13Gxvrqq618ZyjaHlVVVeTn5xMREdEuH1Q2lj/++KNdtqNQKBSKpkH96m8FPPbYYy3dBcB9P0pLSykqKqK0tLTGOpvNRklJSY1wX9d9pJSYzeYa22lo66WUPProo01wJo2ntVwTV1qqX015XE+6qe+x69qONw17W+eoRUeNNjetRXst3Y/T/fiPPvqok+bcaVDTb0lJiVt9etO3N5r63Fvis1TH9IyrluqjLcfjNVRfp5qWvpdb+vjtuQ9VVVUcPnyYffv2cejQIfLz85v8GHWhNXy+rrS2PrW2/kDr7JNCoVC0BG0yp+CpprlzCrZmvHkCuOaUc5xgOHoYmM1mr7nnHNtxF8bU1j24mjKnYHugqXIR1rUdbxp2XOdNZ44a1jTaWnTZXDkFFS2DNo66as6dBrWxVjOQu94LDfEUdERpq/2hGQAbqy1onL6UthRNwZEjR8jIyMBoNBIeHk5MTAx5eXl0795d20RpC5g8eTIAq1atalftnGpUTkGFQtFeabPhwwrvNLToh+u+jvmGpJRIKfV9TSYTAEajkZKSEr0KrWuOIm27wMBAt/1qz7npFDVpyPX2phuTyeRV764a9rTO27FtNhvBwcH6MRvzMKW1GBMVrRNNW9q4qenb8X9wruQK9tBM13vBUd82m82r9pQuTw9ctdRQbcGf+tJ+G3hCaUvRUDzpStNox44d6dWrF4GBgYSGhiqtKRQKhULRAFT4sMItVVVV5OXlUVVVVWOdzWbDbDYDEBQURFlZGUVFRVgsFrdtGQwGgoKC9B9rrm0LIQgODtYNiq4vRftCyyuleZbUN5xY04/NZnPSVUNxpznHNktLSykpKdH1qfXZ0/2hUDQGIQQ2m41jx45hNBp13WnjqHbfWCwWj+Out/FbcXrjTVva+Ka0pWjNWK1WNmzYwIEDBygrK6Nr166EhYU5/YZUONO9e3dH78l2045CoVAomgblKXia4Pjkvy5hPkeOHCEtLY3+/fs7usoDf04YwG4UdPUyqI38/Hxyc+0e91FRUfU5DUU7RMtLBdQaTiylJCsrixMnTgAN009lZSUFBQV06tQJX9/ah0B3no1Kw4rmpC76chx3Hcdko9FIWloaVqvV4/71/T5QtB8ao62goCCvvw1AaUvRvFRUVLBy5Uqys7Pp1q0bMTExLd2lNsEHH3zQLttRKBQKRdOgjIKnCdoPe5vNhsFgaHCOKbBPFMrLyzl8+DAxMTH4+fnpIUR1ISIiwumv4vSmPuHEpaWl+Pn5ER4e7qSfiooKsrOz6dGjB35+fl7bOHbsGAcOHMBmsxEdHV3rMd2FGCsNK5qTuuhL89jq0aOHkxHn2LFjlJWVYTQaa+yvGWw071yg1vB5RfuiMdryhtKWormxWq2sXLkSs9lMt27dGDt2rKpmrVAoFApFE6Ae47YB6hte6Q6TyURoaCg2m43Dhw/rP9o90aVLFwYNGkSXLl1qrDMYDJw4cYIDBw6QnZ1da99PnDhBRkYGFRUVAPj4+BAVFYWPj0+d+t4U569ovbiGE3sjMDCQjh07EhcX56Sf7OxsMjIyyM7O1sPbPeklMDCQoKAgfH192b9/P+Xl5W6381Zx2GAweNSwu/1OZfViReulrmOZj48PHTt25MCBA5w4ccLt9o6adwz/jIiIoGfPnvTv399Jn1JKjh07RmFhIQChoaF1MvQo2g510VdjtAXufxs0RFsKRX2oqqpi5cqVrFu3DiEE06dPp1OnTsobtY7ceeed3Hnnne2uHYVCoVA0Daedp6AQwiCltDn8L2Qrn6nXJ7xSwzVRuPZeywVYG5rhzhM9evRw+usJi8VCeno6R48exWAw0KtXrzod35GGnL+iZWls1VNPeCoM4qhH13A3V0JCQoiPj+fw4cMcOHAAgN69e9fot6Pu6uPx4m4/pWEF1E8H2dnZpKam0rlzZwYNGlRDg57GYE9jt8Vioby8nIqKCr3adm1hnp7yxCpaJ3XVV0O1Be711RBtKRR1xWazceDAAfbu3UtRURGRkZG1RgQonNm2bVu7bEehUCgUTcNpZRQUQvQG7hdCFAKZUsrXWrtBEBpWrdXRMAI4GSmio6MbXenXz8+vTgY+k8lE3759iYyMrNWA6In6nH9zGaMU9eNUG8Ec9ah5R3nyVNE8X2JiYjAYDE66dOx3Q6tiu+7nrnqxov1Rl7GnPprq0aMHNpuNTp06udVyXcdgDZPJhL+/PwaDgbKyMoBajd7K26t1UNfvtbrqqzVoS6GoC1phnPLycgYMGED//v0ZNWpUS3er3RMbG0tWVpbX9ZmZmaeuQwqFQqFoVk4bo6AQIhFYDKwAwoE7hRAVUsr/tGjH3OA6AdDCK+uD0Wh0+qu9F0JgMpkQQngMZfRmJ9VyErqjrKyMffv2ER8fT0BAAGD37AoLC6NDhw4NNtI5eoc5fjZaOJNrpVjlkdXyNMSg5kl3jl6v7qoKuu4nhHAyyHnCYDDQoUMHdu3aRWJiIkajEZPJhJRSP1ZDJrSu+2nVi0NDQ1VVxHaM69gjpURK6TReadrQ1rlDC+f08fGhe/fuZGRk6EYXwKuGanvGFRkZ6eRBDuiad9euerDSOqiLtuDPsc/b97vNZvOoLW80tbYUCg1P2jKbzfz+++/ExcURHh5Ojx49nCqwK5qPrKwst9dl8uTJAKxevfoU90ihUCgUzclp8c0qhPAD/g58KKV8HHga2AjUe8bfrVs3fXInhGDhwoVN21n+nACUlpY2uA0fHx+CgoLw8fFxeq/12xuO5+f4slqtpKenY7Va3a7fv38/aWlpZGRk1FhXXl7Ojh079IqYDaWkpMRrTsTAwEBCQ0Nb3CNr4cKF+rm7q9DoiVOhr1NBffIE1obm9WqxWDxqs7aX1WolNTVV166Ukvz8fLZv305KSgoZGRl6v319fUlLS6OsrMxjewaDoc7HdtRkU02OG6Kv9qKt1orr2COl5OjRoxQWFtZpLLdarezcuZPy8nL9GmVkZLBr1y6nMbW8vJzU1FSn7ery0h4waZNqx/eOulTaan00lbYcv7vdaQtokL6UthRNzcmTJ3n++edZvXo1e/fupUuXLoSGhjr9jm2sthQKhUKhUNg5LYyCUsoKQAAThBD+UsrDQD4wRgjxpBDiQW1bUcusPScnR39KL6Vslh+op9qwVVlZSV5eHpWVlV63y8jIICUlhR9//FEPEXKkV69e9O/fn/j4+Bpt7tmzhy1btpCent4s56DRlMaoxrBw4UJdIzk5OXXe71Toqy1RWVlJUVERRqMRm83mNim+NuF1p0mNjIwM3WANdkNjZWUlvXr1YvDgwcTHx+vbpqens379+ibTanNosiH6UtpqXlyvc2lpKZWVlfj6+tY6lttsNlJSUtixYwd79uzh6NGjVFVVER8fT79+/XR9Wq1Wli1bRnJyMnv37nVqo7KykqNHj9Y6jteG0lbro6m0tXfvXqqqqjh69CixsbE1tLVr1y527NhBamqqk76UthSnkuLiYp555hl27NhBRUUFI0eOrPX7s6G/uU4XEhMTSUxMbHftKBQKhaJpaPfhw0LohUQ2AZcDy4QQm4HZwN1AV+BxIcRAKeXlrSHHYEPChV1xDLms7cdUQUEBhw8fBvBaXCQ+Pp79+/dz8uRJMjIyGDBggNN6o9GoLztw4AC///47w4cPp1+/fnTr1o38/Hy6d+/eqPPSJkYt7Ql4OtOYvI313begoIC8vDy9mqXmgeLIvn37SEtLA6ihSQ1t4qv91ULcjEYjkZGR7Nixg6SkJAIDAwkPD9dfCkVDcQyhr81D1GKx0KlTJ/Lz8zl48KBeEKpz584kJSXp22VkZFBcXExISAgJCQlObdQ2jmvfCU3psapoGRqirdLSUqKjo1m5ciWhoaH06tWrhrZ2795NbGwsSUlJTvpS2lKcKsxmM6+//jrZ2dl06NCBefPm0blz55buVpvnP/9pmkxJWjs//fSTx3s9Jiam1nyDTdUfhUKhUDQN7d4o6GDkWwIcAhKBBOByKeVaACHEBmC5EGKalPKnlulp02KxWMjPz6eoqIi+fft6rdTWqVMnp7+eMBqNTJs2jYyMDCfPKnccOXKE7OxswsPDiY2NJSwsjNGjRzc6cb1oYJ43RdPRmLyN9d1X02RYWBiVlZW6fsrLyzl06BDdu3end+/eSCm9atLRYA1/FhuRUpKamqpXwhs5ciTdunXDaDTWej8oFN6oz1hlMpkIDg6mqqqKgwcP4ufn51Z/msYTEhL0vK0ansbxiooKfSzWvGnVGNq2aYi2EhIS2LFjB5mZmcTGxtbQSXx8PEIIp5zAGkpbilNBeXk53377LSdOnKB79+7MnTuXpKSkFo/8UNTEm9FPPRhQKBSKtke7NwoCCCF8pZQWYBl2T8H3gJlCiE1SynJgK/AH4D5RXRvEZDJRVFRETk4OQUFBTpUErVarbtgzGo34+vp69RB0JCAgwKM3liODBw/GYDDQq1evRhVtULQ+GlqVtyH7atqUUjpNVA8dOsS+ffsAiIuLq6HJsrIyJ417Q/OW0f7W535QKJoCg8FAZGQkY8aMISoqigEDBuhVtB3xNv76+voSFhamF87R7pfs7Gz27dtHXFxck1SeV7QtNG1ZLBZGjhxJUFAQSUlJNfQVEBBAv3793BpglLYUzU1ZWRmrVq3Cx8eHQYMGMWXKFCIjI5VBsIm46aabgMZ76LW2dhQKhULRNLS7b1shRFchxAQhxCAhRDiAlLJSCGGoXi+AbGAYMLV6tzOAkOrlrR6bzUZJSYnb/GoaBoOBvn37kpiYSI8ePZzWueZXq42SkhJWr17tVNzDbDazevVqPczNlcDAQEaPHq1+1LVDGpMjrz772mw2zGazW51rHoKewtEzMjLYvHkzn3zySQ2Numo3MDCQkSNHqgmtokXRjDcjRozAZDLplTc1nbr+7469e/eSmprKnj179GU9evSgd+/exMTEEBQUpBfaMZvNtVaUVbQPNM/ooKAgRowYgc1mc6stb0VLlLYUzUVeXh6PPfYYKSkpBAcHc/HFFxMVFaV+OzYhe/bscbp320s7CoVCoWga2pWnoBAiAVgK7MNu6PufEOJDKeXXUkqbEMJHSlklhPg/4APgSSHE3YAJuEFK2SJGwdp+PLu64juGYGred1JKPVebEAKbzYavry9xcXE1jhETEwPYcwNt3rzZ6ck/2L0CNCwWC1988QUFBQX4+voyfPhwfHx82Lp1K5s3b2b37t1cdtllmEwmbDYb/v7+bs+hqqrKa0hBVVUVOTk5dOvWrUaos7f93H12jvkU3XnbKJqX+urZ034Wi4UjR45w6NAhRo4cqXv8lZWVkZaWRv/+/fH19aWsrEyfPBw6dIgPPvgAIQQHDx6koqKC/Px8hg8fTocOHejYsSM5OTmkpqbi6+vL0KFD8fPzo6ysDKPRSFlZGdu3b2fQoEEEBARQUVHhNi+nlNLreThW8tTCnLV7Q4XWtC1cdek4vrhWwHSksrISIQQVFRXk5ubStWtXfWyrqqryODZZrVbKy8v58ssvKSkpobKykvHjx7Np0yZWr16NxWJh2rRp+vZlZWXs3LmTAQMGkJCQgJSSxMREvd++vr7ExMRQVlaGr68vQgi33yGKU8+p1hbYizh40paUkjPOOMNpe01f8fHxSluKBuOpSE1hYSEPPvggq1atYuLEidxwww0ef0cqFAqFQqFoHtqNUVAIEQq8CDwppfxMCDETuAZ4QQhhklJ+DMjqwiPHhRCXAkOxGwTTpJSHWqrv7nA18jniLgTT9Ye4NqGoqqoiPz+fiIgIfaLg7+9PYmIiKSkp/P7777z++utcffXV7N+/n5kzZzoldU5PTyc/P5+CggJ69+6NwWBACMGgQYPYsWMHubm5vPvuu8yfP18/rjvcTXC0CZDRaGTfvn2sXbuW8ePH07dv30Z9dhaLpcE57xT1x13xEHe6qw1HfWiVhrOyskhPTycoKIjhw4cDsHnzZn766ScKCgowmUwMHDiQoKAgVqxYwQ033MCxY8e8Hmf8+PGcf/759O/fH6vVypo1a+jVqxdRUVFs27aNzZs3Y7PZGDJkiO4d29DJrWOYs2MIv6Lt4ji+1MW79MCBA6xfv57BgwczcOBAfQz1NFZaLBY++ugjjhw5wr59+7j33nt59tlndYOfn58f+fn5fP7551xyySUcOHCA5ORkpJSMHDmS/v3717j3ysrKnL4fHL9DHL9rlGdOy9Lc2iopKWHJkiUUFBSwefNm7rnnHhYtWkRgYCBWqxUhhJO2tCJMmr6GDx+utKVoMrZu3cptt93GyZMnKSwspFOnTnTs2FE9OFMoFAqF4hTTboyCgAV7TsAUACnlMiFEAfAW8LIQwiKl/BpACDFKSrkR+L2lOuuKqxHQW0EGLQTT0cvAU662/Px8cnNzgZpVA3v06MGSJUtISUlh8eLFnHvuuWRkZPDkk0/q2/Tr149t27ZRWVnJ3r17GT16tH6cefPm8e6775KTk8Nbb73FjTfeSGBgoO7xV9vTXovFQklJCRaLhS1btlBUVKQnK3eH1Wplz549NTwbXdGKUTS2qImibrjTqjfd1QVtchwXF0dgYCD9+/fX12khart376aiogKDwcCGDRu4//776d27N7/88gs9evTg5MmTFBUVcfLkSf39gQMHePPNN7nvvvv44IMPuOiii/R7JjY2liFDhgAwZMgQjEajPpHdtGmTXp0Y7BPhffv21chZ6OoZqIU3N7bqtqL14Dq+eBuXLBYLW7dupaCggOPHj1NWVlZjjNa8vUJCQkhOTqaiooKtW7fyv//9j5ycHDp16sQzzzzDiy++yKxZsxgwYADvvvsuP//8MwDXXnstAAMHDgTc33taX7VjO+Z4NZvNToYoZcRpOeqjLbB7We3atYvOnTuTkJBQq7bMZjMZGRls2rSJ9evX061bNx5++GFuueUWBg4cyODBg/nwww91bWnLwa4vpS1FU5Gbm8t1113H8ePHCQoK4uKLL+bee+9V2lAoFAqFogVoT0bBQGAwcBnwuBDCIKXcIIT4HDgXuFoIsQfwA34TQtwopVzSgv11wtXTr74FGTwV8oiIiHD6qyGl5O6772b79u0sXryYffv28frrr/PDDz+wZs0annzySSZMmIDJZGLu3LmsX78em82mT2q/++47fv31V8aNG0d5eTnFxcUkJycTFxfH/v37AfTQZU9ok4ndu3dTWFhIt27d6NevH2azmeTkZIYNG+Z0Tnv27CE1NRX4cwLsDoPBgMlkwmKxqAnIKcCdVj3prjYsFgs7duwgKSlJD2MfOHCgk+Ft+PDhGI1GYmNj2bZtG6+//jqffPIJ559/Pv/9738JDQ3V+xMdHV3jGHfccQeffPIJzz//PI8//ji9evXi9ttv56yzziIoKIjx48cD9nskKCiITZs2sXXrVgD69+/P5s2bMZlMevU9x8IPhw4d4sCBA4DdM9Df3195CLYDHMM6tfxsYNeI67hkNpvZtGkTw4cPZ/fu3Zw8eZKePXsyePBgt0VvcnNzOXDgADk5Oezfv5+9e/fyySefEBMTw//+9z98fX2ZPHkyH374IW+//TYbNmzgnHPOAeCSSy7BZDIxatQovT/u7j3HPrvieP82prK4omHUR1tgN7Rt3bqVwYMHU1VVRYcOHTAajbVq68CBAxQVFbF48WIMBgPvv/8+Z555JqNGjeLHH3/k1ltvZfv27U7aAnR9SSn1B31KW4rGYDabeeihhzh+/Di+vr5ceeWV3HvvvbUWBVM0HO2BZ3trR6FQKBRNQ7sxCkopTwoh7gO+EkIUAa8DVkAC3wL9gK5Syl+EENcAyS3WWTdoP56NRiNms5nAwMAmycfj4+Pj1lPrP//5D5988gkLFy7ksssuA+DOO+9k8eLFPP/881x00UXs27ePkJAQgoKCCA8PZ/v27fj4+PDrr7/y2GOPAfDqq69yzjnnMGfOHIYNG6afR7du3Wocs7i4mA0bNjBw4EAyMjIYMmQIQUFB9O3bFyklSUlJBAQEsHHjRjZt2gTAxIkT9f0TExOd/nqjoSHE7kJhFd7RPFcd8aS72tBC1QBGjBjx/+ydd3gU5deG79lsyqaRkBBIgSQQEhIg9CqCNCmCSlEBAUFRFAuIIFbAhoKKglhAkCZKUTqCJFSpgTRIAVJICElISG+btjvfH/l2frvZ3RAQVGDu6/KKzMy+Ozt7ZmbfZ55zjjRZ1kelUtG5c2cAjhw5wsaNG5k3bx5z5syp13dmaWnJhAkTePrpp9m1axdffvklM2bMIC4ujm+//dYodUm/O/GZM2cICwujQ4cOBAUF4efnZ7DtrTgD5Zj796jvsde/ntS+Lte+LulcWEqlkvbt21NWVsaxY8cQBAEnJye6du1qIKB7eHgAEBwczNdff80vv/zCmDFjWLp0qSRwv/POO3zwwQe0a9cOrVZL3759mTZtmsl9vZlzr3Z659/pLC5jyJ2ILaiJr3PnziGKIh06dODixYvs3buXkpISHnroIbOxtWvXLp5//nm6du3KmjVr8PHxAeCHH37gscceY8GCBQQFBaHRaG5LbNVGji0ZgHPnzjFjxgzy8vKwt7enf//+vP7667IgeIf5+uuv78lxZGRkZGRuD/eMKAggiuIOQRCmAMuA4YIg5P3/8tGCILwBDANCRVHc+G/upyl0Tj/9dJu/KwrqxMXaIkdkZCSzZ89m8ODBvPnmm9JyOzs7Xn75ZdRqNe+99x5Hjx7lkUceAWrSiAGys7PZtm0bzZs35+zZs/z444988sknhISEEB4eTr9+/Xj44YdNpg6fPn2a06dPSxMaqKnvpi/yAHTs2NHgrw5ra2sDh2BVVRVpaWk0bdpUKrJeXV1Nbm4uDRs2xNHR8aYnILKb4d9FP1VN34FiqgPx1atXWbx4MU899RRvv/32Tb+XQqFg+PDhjBw5kjfffJOvvvqKiIgIgoKCeOihh+jRowf+/v5Sd2JAitPOnTubPD+trKzw9fU1WRNJF5uurq4GzXzkmPv3qO+xt7KyQq1W4+joSHJyssE1p/Z1SRcr7dq1Iycnh6+++oodO3YgCAJDhw7ltdde46GHHqKkpIRTp07RvXt3vL29EUWRP//8Ez8/P1atWmVQi7Nv37588MEHXLx4kS5dukjvoU9tx9mtfH5TAr/MrXEnYgtq4kupVNK8eXPee+89li1bhlar5Y8//mDx4sX079/fKLYATp06haWlJZs2bTIQ9vr06QNATEwM7dq1u22xZeoYyLF1fxMXF8eYMWMoLS3F0tKSfv368f7778ulXmRkZGRkZP5l7ilREEAUxZ8EQThOjTOwmP/VDSwCUv+1Hasn9Xmaru9AqK6uNhLGwHSHYoDCwkLGjx9Po0aNWLlypckf+A0bNgRqaqylpKTg4eGBSqWiY8eObNiwgaioKFauXIm9vT2vv/46Tz/9NPPmzeOHH35gy5YtjB07lsWLF2NhYUFZWRlnzpyhuLiYEydOcPbsWU6dOoUgCMydO5fu3bsb7YOdnZ2BQ9AcaWlpUqpy06ZNSUtLk4rwQ03No5stWC27Gf5d9FMh9amuriY9PR1HR0fCw8Pp3r0777//PqIoMn/+/L/1noIgsGjRIho3bsyePXv47bffWLduHVBzLnTt2pUuXbowevRo2rZtS48ePczWzVSr1VInWP2JTmVlJVFRUVI8NmnSRFonx9y/R32P/bVr14iNjSUjIwO1Wg2Ybxyju34tXbqUefPmodFoWLBgASdPnmTXrl3Y29vTpUsXwsLCOHXqFAADBgzg4MGDhIeHs2zZMqPmPM2aNQPg+vXrvPDCCyYFaX3HmZWVFWlpaXh6elJdXW1WzJFj785xJ2ILauIrOzubcePGkZ6eztSpU7Gzs+PLL7/k22+/pV27dpw/f94gtq5du8a6det45plnjJx+NjY2NGnShNzcXAIDA+sdW02bNsXCwqJOsVCOLxkdCQkJkiBoYWHB+PHjmTFjBk5OTv/2rt0XjB8/HoCff/75nhpHRkZGRub2cM+JggCiKF4ELgIIguAvCEJXYBzw4r+6Y7cJfcEvKyuLxMREwHAiof9jXFesvGXLlrzwwgukpqYSEhJitt6bThS8evWqVNzcx8cHrVYrdcEcN26ctL2bmxvff/89L7zwArNnz+abb77hyJEj9OnTh5MnTxIZGYlGo5G6Fk+cOJGEhARmz57Npk2b+P777w1cgWq1mtjYWFq3bm0grNQuut60aVPgf4JgUlIS3t7eeHh44OLickvHVnbK3D7q6qB9s+jqrelq9p07d47169cza9YsyQnzdxAEgVmzZjFr1iyqq6uJi4vj9OnTnD17lrCwMPbv38/ChQtZsmQJAwcOJCUlBVEUad68OeXl5SQmJuLn5ydNxs+fP8/YsWNRKBQkJCSgUCjIzc3FxcXF6LyTY+7fo77HXq1WU1ZWhq+vLw0bNiQ/P5+KigpJFNbVwmzbti1xcXG8+OKLhIeHM2jQIL755ht8fX3RaDRMnz6d5cuXI4oiw4YNw8rKiry8PEpKSvj8889p0qQJY8eONXr/Jk2aYGVlRcuWLSXRpqKigoSEBFq2bIm1tbVBk4qUlBQSExMpLS2V4k1f7NE/N29HmQoZY+5EbOXk5DB9+nS2b99OmzZt+PXXX+nevTtQc4+ePn06jz32GM8995xBbC1dupTKykpmzpxpch+aNWuGnZ2d5BKsT2xBzYO32g8fa1/37ezs5G6y9zk7d+7kpZdekv79/PPPM3v2bAPHvMyd5erVq/fkODIyMjIyt4d7+o4sCII7sABwAl75f7HwP4f+D2b99GF7e3uqq6vJycnB1dVVco/oBD+VSoWXlxeCIBjV8NNoNGg0Go4dO4ZSqeTixYts3LiRLVu2MHfuXDp06CC5EmqjE9Q0Gg3FxcU0bNiQoqIiFixYQExMDKtWrZLG18fPz499+/axbds23n77bVauXEmXLl2YPXs2Xbp0oVevXjRo0AComThs2bKF2bNn0717d1566SUeeeQRevTowaVLl4iJiUEQBNq3by997oSEBC5evIggCPj5+UlCjKWlpYFAqO+Y1O/QfKvficzNoTvmpaWlFBcXSw07dOvKy8s5deqUVAPLwcEBQOokrE9paSnnzp0jICAAX19fgoODiYyMZOHChTRs2JDZs2ej1WrrTGmra111dTXV1dVGy4OCgvDx8ZGeZufk5DB16lReeuklxo0bx5w5c/D09EQURZKSkrhw4QKVlZUoFAocHR0pLi4mJiYGlUpFXFwcfn5+tGrVCk9PTywsLMzGpSiKdcaeHJe3Rl3XgRsdc6gRXDQaDeXl5Wi1WpKTk7G2tqZly5YIgkBMTAynTp3i/fff58CBA7i5ufHjjz8yevRoBEGgtLQUgM8++wx3d3fmz5/PtWvX8PLyIjs7m7y8PEJDQ/nkk0+wsbEx2h8LCwu8vLwkoU+lUnHhwgVOnDhBeHg4I0eOxM7OTnJs6a6HOqeglZUVWVlZUup67fuMzK1zq/cY3WvrE1sRERF8/fXX7N69G41Gw9y5c3n11VextLSUYmvChAm4uLjw3HPPsWjRIjp06EB2djY2NjYsX76cESNG0Lx5c5P726xZMyIjIxEEAa1WW6/Yatq0KUqlkurqaoqKirCxsZFj6z6nuLjYaFlycjLvvPMOzs7OxMbG8tBDD/Hqq6/KNQRlZGRkZGT+Q9zToqAoipn/X2MQURQL/uXdqRe1021ycnLIyMgAkNJ+dE/fdd0AzXX5jY6OJiIiAk9PTzIzM/nyyy8ZMmQIr7zySp37oHMKxsXF0bBhQxISEkhLS+OPP/6gVatWjBo1yuxrBUFg5MiRjBgxAo1GIz0JrqyslFyHuu2efPJJBg4cyLvvvsuyZcukp8kTJ07kzJkzuLm5ceXKFby8vLC0tJSaOugEwQsXLgA13V8tLS3x9vY2ElBl/j3MpY7Fxsayc+dOysrK0Gg0uLi4EBAQQEJCAi1atMDBwYFvvvmGs2fPUlBQQGFhIY0aNcLNzU1KST906BBff/01Tk5OVFZW3vHP4urqypYtW1i4cCGffvopMTExbN26FV9fX8mhW15eTkpKCsHBwWg0Glq3bi0Jkn5+fgaTIFP1MGX+W+hqQLq4uGBlZYVGoyExMZEWLVoQGBhIs2bNuHDhAunp6Wg0GhYvXkxaWhrPP/88H374IRYWFkbiniAIzJgxA3d3d1555RX8/PyYNWsWu3fvxtHRkRdeeMHs/nh7e1NcXMzZs2fp2LEjly5dIisrC1EUiYqKkrpmQ00zHV1cWltbk5WVJd1HmjRpIqd1/svo1769UWy5urqybt06Tp06xcMPP8ySJUtwdXU1ed0YOnQoO3bs4Omnn+bIkSO8+eabnDt3jsLCQmbPnm12f7y9vdm5cyfR0dF06NCh3rEFNde9a9euoVAo5NiSMSA5OdnAIdikSRPWr18vpwzLyMjIyMj8x7inRUG4e8RAHbVTjnSpX6ZSfUVRlJqJKBQKysrKpLRbKysr2rVrB9SIiW+//TZubm789NNPNywUrnMK2tnZ0a5dO1q3bs25c+eIi4tjzZo19RLcBEGoV2qIs7MzS5cuZeLEiUybNo23336bsLAwAgMDOXr0KB4eHgiCgI+PD9bW1lInWHd3d8LDw3F3d5fGMiWg1oW59Nbax1Xm1tCJ1zrUajXx8fE0b96cRx99lJKSEpRKJWFhYURHRyOKImfPnmXNmjWcO3cOf39/BEFAo9GQn5/PhQsXqK6uRqPRMGTIEJ5//vl/9PMoFArefvttOnbsyJQpU+jSpQvr169nyJAhBAUFUV5ejo2NDb6+vgYT4jZt2hiNpUt3B9P1w25n6rVMDbWPqe7fKpXK5DHOzc0lMzMTqLkWZmZm4uPjQ1BQEDY2Nly+fJmjR4+ybds2jh07hpeXFwcPHqRHjx6AadeMjtGjR+Pr68sTTzzBu+++S3Z2Nq+//joNGjSgqqrK5Gu8vb35888/KS4uZvv27WRkZBAUFESjRo0ICAggIiKCgIAAqYuw/meqfR+RU9ZvL+Ziy9z5W5/YOnbsGAcPHuTQoUNotVrWrl3Lk08+iSAIdcZWp06dOHr0KMOHD2fevHnY2trSt29fOnXqZPY1zZo1o7KykuvXr3Pq1CnCw8Np3bo1Xl5ecmzJ3BIXLlxg6tSp0kO7Vq1a8cUXX+Dl5fUv75mMDh8fH1JTTZdavx1lWWRkZGRk7h7ueVHwbsfCwsKswFVWViZNDuzt7YmNjSUqKgqADh06YGdnR8+ePZk9ezZJSUkcOnQIV1dXCgsL63xPnSiYm5tLy5YtCQkJYdmyZbRt25bHHnvs9n04PXr27ElYWBhfffUVH374IVVVVUyfPp3i4mKj1GiocZvl5OQQGxtL7969gboFVFOYa8Yid4O9vehqRJaXl5OUlIRWq6Vv375ATXqwvb09vr6+zJ8/n/Xr1+Pq6srvv//O8OHDpTGqq6v/M/WHBg0axJEjR5gwYQIjRowgKysLpVJJREQEHTt2rDMtqrKykqtXr0rntC4VrzbmYlPm1ql9TG90jHXXQRcXF44fP050dDRdunSRvt+MjAw2bNhAWFgYI0aM4Pvvv78pB8xDDz3EoUOHeOyxx1Aqlbz22mtmt83JySEuLo7CwkLc3NzIz8/Hw8ODIUOGYGdnR0REBOfOnUOtVkuOav3PpLuPyALzneFWY6thw4acOHHCKLaqqqo4ePAg27Zto2PHjqxfv54WLVrUe39atGjB0aNHGTlyJKdOnWLWrFlmt62srOT06dMAUnkDR0dHWrVqRadOneTYkrlpoqOjefnll6USMy1atGDJkiUmf8vJ/DPoHlbpk5qaetPlD0yNc7v2R0ZGRkbm3+O/McuWuSUUCgVXr16V3HOtW7emrKyMvLw8SWwBaNmyJVA/9xzUpP20bduWv/76i3bt2klpRV9//fUddc5ZWVkxZ84cqqur+eCDD0hJSaFDhw4mnYkdO3ZErVajVqspLS3Fzs6uTgHVFObSnGov1+/2LDsH60dFRYVU81EnVgcEBNC2bVsCAwOl7ezs7HBwcODRRx8lOjqacePGsXjxYimF/b+Kr68vw4YNIzY2FhsbG8LCwjh58iSZmZk89thjZoXB9PR0I4egfpqqzvGre72tra3sGrwFTJ2ztc9r/dqspqioqCA+Pp7OnTtLLqtOnTqRkZHBO++8w7p162jSpAk//vgj48ePv6Xvpk2bNpw+fZpr164ZuJ71iYiI4KmnniIrK4u33nqLNm3aYGdnR+PGjYmKiqJ9+/Y0b96c5ORkAgMDUalUcurmHUY/vgRBMBtb5r4HpVKJvb09J0+epFWrVkBNbJWUlPDZZ5/x5ZdfolAoeP/995k1a5ZB6Y364urqyp9//sn58+dNdnSHGmF77NixnDp1igkTJtCuXTtJJCgsLKS0tFSOLZmbIiwsjOnTp0v/9vPz49NPP8XR0fFf3CuZTz/99J4cR0ZGRkbm9iArHHcxycnJpKSkkJycDPxvAnL+/HnCw8OJjIxErVZLE4KIiIh6j923b1+OHz9Ot27dpHS2ESNG3OZPYJpXXnmFBg0asGDBArPb6Aqfx8bGEhYWVq9xNRoNWVlZ0tNrc50RBUHA3t5eEhN0ro+ysrJb/ET3H4mJicTHx5OYmEjr1q1p3749nTt3pkOHDpIIU1lZyYcffki3bt3Iysrit99+Y82aNf95QVBHTEyM1J2zY8eO+Pj4YGdnx7Vr18y+xtPTkxYtWhg4BHWphFlZWaSkpJCXl0d5ebkUm3L83Tymjlnt812r1VJSUoJWqzU5xpkzZzh9+jTh4eHY29vTq1cvli1bRkBAABs3bmTOnDmcO3eOCRMm/C2x1tXV1WSKOUB4eDgPPfQQAMuXL2fmzJmIooharSYyMpLw8HCioqLIzMzEwsKCrKwsudvrP0Dt+LrZ2IKa+AoPD+fChQv06dOHPXv20KpVKxYsWMCoUaOIjo7m3XffvSVBUIdKpTIrCObm5tKzZ0/Onz/PggULWLZsGZWVlcTFxVFQUEBMTIwcWzI3RXR0tIEgaGFhwffffy+nDMvIyMjIyPzHkZ2C/2FquxFqo994Q0enTp3QaDSUlZVJjqQ2bdpgbW0tOU7qQ79+/Vi6dClxcXHEx8fTrVs3vLy8KCkpuQ2frG4aNGjAyy+/zIIFCzh//jzt27c3uV3Hjh0BaNu2LcnJyTds2nCzNQd1yIXTMeiCbSqNVz9WoSYmKyoqKCgoAKBz587A/zp1pqWlMXLkSCIiIhg3bhxLliyRuhDfLcTFxdGkSROgRqR+/PHHycjIkJbVprKykvT0dIM4raqqorCwUEonLCgowMnJySDW5Pi7eepzzMxdD3Qp3rqarJ06daK0tJSnn36anTt38vjjj/PFF1/QvHlzKioq7uCngNWrV6NUKjlx4gSNGjUCaoTC06dP06ZNGzp16mTQoV3XdEp2l95ZbhRfN4otLy8vunTpgkKhoH379rzzzjt89tlndO7cmc2bN9OzZ887Hls7duwgMzOTb775RmpwExUVxYkTJ+qMLZDjS8aYzZs38+GHHxos++ijj+QSLP8RdA0Cf//993tqHBkZGRmZ24MsCv4D3GzNDh03qkukUCgICAgAkNx81tbWBAYGcu3aNWxtbfH398fCwoK2bdsSERGBVquluLi4zmYhtra2PPDAA1hYWPDTTz8RHh7OggULpDRHcym0OkHDFOXl5WYdYFVVVUapJVOnTmXp0qUsWLCAjRs3mnydSqWiffv27N27V5qcNG7cWGq2UruBQF01BzUajdnOxfdq4fS64lIURYNjl5OTIxXGd3NzM5oI6seqSqXCysoKgKSkJFQqFR06dAAgLy+PLVu28OGHH6JWq/n111+lOpVqtdqsK6a8vFwaszYlJSV1umnS09OBmjjbt28f3bp1w83NTVrm4eFh8nVlZWVmU55KS0tJSkpi1KhRkhtIqVTSrFkzysrKCAsLo2PHjgbnbXp6OomJieTk5NC+fXuUSiVpaWlcuXKF5s2b07RpU5RKJa6urgbHt3bDFhnT6Mez/jHTF7T1r12664CzszNlZWXExcXh7e3N4cOHsbW1JSgoiN69e5OcnMyYMWOIiopi0aJFkoBSVFREbm6u2VTx4uJis/FTVlZm9vyrrq6mQYMGaDQadu7cSfv27XFxcZHirEmTJnh4eBg5Tlu1aiWNKdekvL3U/q508aV/3zAVW66urlJsBQUFcfnyZQ4cOED//v0JDAwkICCAKVOm8NtvvzF58mQ+//xzlErlHYst+F88bNu2jebNmzN27FgptlxdXW8YW7r3kOPr/kQnduuTkpLC4sWLad26NbGxsVhZWbF69WqTTbRk/h1yc3PvyXFkZGRkZG4Psih4h7iRy68+6NIszdW8EgTBaGyNRoNGo6FRo0a0adNGcnV16tSJX3/9FYVCgYODQ5218RQKBU5OTnTu3JlffvkFqHmqp1AosLKykkSzoqIiEhMTyc3NJScnhytXrqBWq8nNzSU3NxdfX1+mTZtGkyZNsLCwqNPFV9t95ubmxtSpU1m8eDGXLl2S6i7V5ty5cyQnJ+Pr64unpyfR0dFSs5UuXboYHB+lUim5uGpPmnTODl1DC50jTq4nWIN+0wVT6Meq7pgHBgai1WoJDAyUln377bcsWrSIRo0a8ccffxAUFCSNYWlpaTZGRFE0K2RbW1vXGVuiKHLt2jVmzZpFdHQ0NjY2jB8/nsmTJ2NtbW22gUld9bMuXLiAKIp07NjRKC6ioqI4efIkWq1WSv2EmpiOiorC1taWvLw8GjduLE28de5BuWD/30Or1aJWq7GysiIvLw9XV1ezri1dDVKtVkt0dDTnzp0jMjKSvLw8fHx88PDw4NKlSwwZMoTs7Gx+/vlnhg4davB+dXVZV6lUZh8m1BXPCoUCS0tLTp8+TVZWFp988okU3xqNBktLS3r27Enjxo2NxtBd125079A/XvL1rX7cSmxBTVOsc+fOIYoiRUVFZGdnc+3aNZo0acKoUaM4ceIE8+fPZ/r06UYPA253bEHNdbagoIBDhw7x4osvSg/yNBoNVlZWN4wt3fvr/zWHHF/3Pn/++SfLly8HahpXXL16laNHjxIcHPwv75mMjIyMjIxMfZFFwTvE7XiSrlAoTIqKpaWlnD17lg4dOkiixZIlS4iMjGTWrFkIgoCbm5vBhKJTp04sX76cpKSkenfn7devH6dPn6Zdu3ZGT3yLioro3bs3WVlZBsttbGxwcXHB2dmZv/76i19++YXJkyczefLker+vjtdee43vvvuOTz/9lLVr10rLKyoqSEpKokWLFrRr1w6NRkOnTp2wsrKidevWqNVqysrKKCsrq/ex1+1bdXW1NMlr0qSJ3In4/1EqldIk15QLRaFQSMdaX5gIDAyUYnXx4sV88MEHdO3alc2bN9eZwv3BBx+g0WiM0pFuhRMnTvDWW29RUVHB+++/T3h4OCtXrmTLli1MnjyZ2bNn19kx2BTx8fEAUpMf+F+X5VatWqHRaOjSpYvBa7KysrC1tcXS0lISVy0tLWU3xW1ErVZTVFSEWq2Wuqybcwir1WrOnTtH27Ztpe+xSZMmHDp0iP79+3P69GlGjBiBUqlk9+7dUrORf4pt27ZhbW0tpVkBXLlyhf379/Pwww+jVCopKSkhPDycTp06GVyf9M/HupCvb/XnVmIrODjYqBFYeno6Tk5OPPjggyQnJ7Ny5UpGjx79j36WP/74g6qqKoNyIleuXOHo0aP07t27ztgCOb5kati4cSObN2+W/h0UFMTWrVvNuu9lZGRkZGRk/pvIouAd4kY1h/Rr8mi1WrOpq6Y4e/Ysp0+fRqlU0q1bN0JCQpg9ezYAu3btIjg4GD8/P+zt7Rk6dChdunSR6hNFR0fTv39/g/E0Go3J9+3bty+ffvopI0eOlJaVlJSwb98+1q9fT1ZWFl9//TX+/v6SyOHp6Sltm5qayuLFi/nhhx/45ZdfCAkJkToh1wc3NzemTJnCd999R1BQEK+99hoqlYqkpCRJlAkMDKRPnz7Sa2xtbVGpVJIjq3aRdZ1zQaVSGTgXdM4OjUYjOQV14+n/vRe4FRerfofc+sSojoiICI4ePcq8efM4cuQIo0ePZsWKFXU6TMrKyvj4448BePHFF295giGKIl999RXz5s2jRYsWLF68GF9fX5588kkmTZrE119/zddff82OHTv4+eefzbpRTaGr16lUKikuLubkyZNYWlqSlJSEIAgGDkEdumLrujRhmduPLq5cXV2xs7OTrqmNGjVCrVYbnPfnzp0jIiIChUJB586d6dy5M3Fxcdja2rJu3TreeecdfH192bRpEz4+Pibfr6qqimPHjrF//34p7bh9+/a0a9eOwMBAunTpcsvf9Z49e+jfvz+CIBAaGkr37t05efIkmzdvxtbWlhYtWhAeHs6ZM2cADK6DYNzVWq1WGzm27sXr253iVmILoGvXrlJN1cuXL3Pt2jXmzJlDRUUFW7dupVevXibfTxRFzp8/z59//klISAjl5eUGsdWzZ8+bfpihY/fu3bi7uxMUFGQQWzt27EChUNyW2AI5vu5l4uPjDQRBCwsL3nrrLVkQlJGRkZGRuQuRZ6Z3CP06dPrOKp0YWF1dzfXr12ncuDFlZWWkpaWRnZ1NUFDQDUWXNm3akJycjL+/P+Xl5SxfvhxXV1c2bdrEpk2biI2NZfv27RQWFvLtt99Kr+vUqRMPPPCA9O+ysjLee+891q9fj6+vLx07dqRTp0706tWLdu3a0bt3bxYvXszYsWPZv38/69evZ/v27ZSXl+Pr68unn35q4DTIyckx2E9vb2+WLFnCiy++yKhRo3jjjTfYsWPHTaVHvv3221y+fJl33nmHH374gbfffpuJEycC0KJFC5Ov0Xdm1OZGDk6dOKjbx3uxnmDtYyCKotRAxt7e3uT3o+uQC0j1+Gqj77zSTaA7duzIZ599xpEjR5g+fTqffPLJDePbxsaGL774os46lDeioqKCV199lV9++YVBgwbx4YcfGkxMAwMDWb58OUeOHOGjjz5i0KBBrFq1igEDBtRr/Mcee4wffviBPn368O6773L9+nU6duxI+/btDVKi9bGyspJcgfqTalkgvH3oO5j0nag6lxf877zXpbfpXyeaN2/Ojz/+yDfffEOPHj3Yvn27US3LgoICQkND2bdvH/v376eoqEhKu6ysrGTLli2sXr0aqBFDgoOD6dChAw899BAPP/xwvUV1S0tLBEHgxIkTUof1hIQErl+/TmxsLDExMVLX4touxurqauLj46moqJDqxRUXF+Pu7m5Qi+5evL7dKW4ltmqnUJ47d46PP/6Yhg0bcuDAASMBpby8nL/++ou9e/eyd+9eMjMzEQSBTp064enpSUhIiFRjV6lUEhQURIcOHejRowePP/54vcU3S0tLlEolp06dMoit3Nzc2xZbumMmx9e9x+bNm41qPX/yySfyd/0fprYZ4F4ZR0ZGRkbm9iDPRv9h9AUZHa6urmRnZ1NeXk5OTs4NO+NmZmZia2tLdnY2SUlJ7N69m1mzZvHggw/y4IMPAjXuv+vXrxMTE0NsbCzW1ta88MILWFpakp+fT0xMDFOmTOHSpUuMGTOGoqIijhw5Ij35tbKyol27dgQEBPD555+TmZmJs7MzTzzxBE8++SSdOnWqt7gXGBjIrFmzmDt3Lps2bWLMmDH1Pl7Ozs7s2LGDgwcP8uabb/LSSy8REhLCmjVrsLa2NpnKamtra5S6qb8OalwfuhpRtV2D9zq13RtlZWVSGri5tLAb1RSE/7ljKisrsbGxwcfHhw8//JB9+/YxefJkvvzyy3p11FQoFEyfPt1ouVar5ezZs+zZs4eUlBR8fX3x8/OjadOmBAQE4OLigiAIZGVlMW7cOE6fPs27777LU089ZTZWu3fvTkhICE8//TRjx45l4MCB+Pv707JlS3x8fOjYsaPJzxwcHMxff/3FI488wttvv83s2bPp27cvDg4O9WospC+ymjrf5Vpcf4/a57apGmgqlYpu3bpJTu2NGzeyfv16zp49y2OPPcaGDRtQqVQUFxcDNR2zZ8yYwZEjR6iursbV1ZWHH36YRx55hD59+kjnjVarJTk5mTNnznDp0iUiIyNZu3Yt33//PU2bNmXSpEmMHDnSrPtQR0BAABcuXKBx48Y4ODjQtm1bNBoNFy5cwNvbW3JL13ZxQU18lZeXY2Njg62tLVlZWajV6ttxaO97bia2oKbcx/bt21m/fj2hoaG0adOGPXv24OHhIaUhl5aWMnv2bHbs2EFpaSl2dnY88MADvPXWW/Tv31/qPC2KIhkZGZw5c4aEhAQiIiLYuXMna9eu5a233mLs2LGMGTPmhvXcAgIC2LBhAw4ODgaxlZ6eLseWTJ3s3bvXSBCcMWMG/v7+/9IeydSH999//54cR0ZGRkbm9iCLgjeJ7sn4raITYmxsbCgvL5dSOIOCgqQU4hvh5+cH1DjxdI4UXUdMHYIg4OnpiaenJ4MGDZKWi6LIihUrmD9/Ps7Ozvz+++/07dtXWpeenk5cXBxnzpzhzJkz7Nu3j549ezJ+/HiGDh1KQUHBTaWP6njqqafYtWsX77//PoMGDcLZ2fmmXt+vXz/CwsJYvHgxb7/9Nr1792bbtm0GHRLrg865IIoipaWl92UHRf1jADUxqROmbGxsKC0tNercrFQqadiwIVeuXJGaYtRGNxGtqKggOjqazZs38+233zJixAh++OGHW2qgUVpaSmhoKDt37uTPP/8kKysLhUKBp6cnW7ZsMTgfGzRoQIsWLcjMzKSgoIB169YxcuRILl++XOd7eHp6snv3bubPn8/Jkyc5dOgQlZWV0noXFxf8/f0ZPXo0L730kkEjlePHjzNs2DDmz59PQkICCxculJrZ1MWNRFa5Ftffo7Z7y1QH58rKSvbs2cPatWv5448/qK6upn379nz99ddMmzbN4DoXExPDE088QWlpKa+99hqDBw+mU6dOFBYWGo2rUCjw8/PDy8tLus5VVVWxd+9eVq1axUcffcSnn37K8OHDee655+jZs6fJcyMgIIDdu3cTGhqKUqkkISGB3r174+rqip+fH+np6dK9oDb68aVQKCRhuT6xpC9IyxhTn9jSarUcO3aMtWvX8ttvv1FcXEyzZs146623mDVrFg0aNJC2vX79Ok899RRRUVFMnDiRYcOG0atXL5M1cXX3dRcXF8aOHQvU3LdPnjzJypUrWblyJd9//z29e/fm2WefZejQoSav1YGBgQD8/vvvNG3aVIqtxo0b4+vrK8eWjEk2btzIjz/+aLBs+fLlkmgtIyMjIyMjc3ci1MfVcr8jCIIHkA5w6dKlm6qLB6YbM9R3vUajkSaM5eXlxMfHExgYiI2NDfn5+QQFBdGjRw+jJ7dZWVlGaW85OTnMnDmTgwcP0q1bN2bOnCl1Hqy9nTmio6OxsLBAFEUKCgqws7OT3qdJkyYmU3Z1n6O6uppHH32UJ554ggULFkjrKioqbuiO1CckJIQpU6ZgbW3N2rVrGThwIOXl5Vy6dAl/f3+pzpIoima70mq1WkRRlBwPtd1YdQlYNytuZWRk6Nda9BRFMaPWeFJ8paen/2M1eUzFnU4odXR0NJqQJicnSw1efH19zY5bWFjIxYsXee655ygpKSEiIkKaBGZkZJj9Tq5cuYKdnR2lpaWEhIRw4MABzpw5Q2VlJSqVijZt2tC+fXvatGmDvb091dXV5OTkkJubiyiKXLlyhbS0NCoqKnjjjTekiW9paanZfc3Pz8fd3d1gmUajITMzk/Pnz5OXl8eVK1e4cOECFy9eZPz48bz44otYWlpKsV5aWsrnn3/O0qVLsbKy4s0332TmzJlSl9I9e/bwyCOP4OTkRHl5OXZ2dmbdf6IoIooi2dnZ2NraGnUKNxV7dcXXvxVbd4q6rpVarVY6PrXdXGq1WlqXkpLC4sWL2bZtG3l5eTRq1IgnnniCp556yuT1a+vWrcycORNbW1u+/fZbA7Hk4MGDZt2v9vb2Js+T9PR09u3bx8GDBykqKsLPz4+XX36ZYcOGSds0a9aMDRs28Oyzz3L48GGUSiVt2rRBpVJRVVVFXFwcQUFBRrU5RVGs01lan2tXSUmJdA0oKiqSY4v6x1ZBQQFLlixh8+bNpKSkYG9vz/Dhw3nqqafo2bOn0Xdz+PBhXn/9da5fv85nn31m4My7ldjKz8/nwIEDhISEkJGRgZubGxMmTOCFF16Q3rtZs2bEx8fTvn17li5dSseOHaXYUqvVXLp0SY6t+5jFixdL/y+KIoWFhTg5OXH+/HkuXLhgcJ58/fXXNGvWzOD1/4Xv6n66J9aXIUOGADVOTx2CINQrs+FG49SmPuPWZ5z/Ijf6PS8jIyNztyI7BW+SuhokmONWHFI69H+Ex8XFce7cOa5fv86FCxdQKBTk5OTw0ksvGdUlq/2euslHUVERzz33HKNHjzZ74y4vLze7P2FhYRQWFpKcnExhYSG2trb07NmTpk2bUlFRYbZDZ1VVFe3ateP555/nhx9+4Omnn5ZSfJVKpZGAWfu1+jz88MOEhoYybtw4Hn/8cb799lvat2/PuXPnKCsrw8bGhsDAQKytraXPk5iYKE3mdf9vY2NzXzkEa2MqLvVTi2uv17kymzZtWmdMq1QqQkJCiIuLY/PmzQbH2MLCwmQNPVEUiYiIIDQ0lNDQUNRqNV5eXowePZrevXuTkZFh4EYoKysDwNHREVtbW7PF+gGjSYs+VVVVRiKlpaUlvr6+aDQaacKg1WpZvHgxP//8M2VlZbz++uvSMbC3t+eDDz5g4sSJzJkzh7lz57JhwwYWL15MRkYGR44cQavV8uijjxIXF0fz5s3JzMw0qL2oz/Xr17l27RoeHh4GjiKZuhEEQfpOdHEWFRWFIAiSgLJ69Wo++ugjysvLGT58OOPGjaNz585mrwPbtm3j5Zdfxtvbm++//95IQE5ISMDOzo7U1FRCQkKwsrIiODiYwMBALC0tpeYy+uiEms8//5ydO3fy448/8sYbb0hOLZ34omt8k56ejpeXF9nZ2ezevVtyCWq1WqNGSvrH4FbRvwbULnVxv1Kf2Nq7dy/z5s0jOTmZhx56iPfee49HH33UrLM+MjKS559/HlEUWbVqFe3atTNYr4utvLw89u3bR2lpKa1bt5YeipiKLXt7ex599FE+/PBDDh06xKpVq/jyyy9p3769lBGgUCho2bIlFhYWpKWl0a5dO0pKSjh8+DBXr16lsrJSji0ZtFotmzdv5syZM/To0UP6rXj69GkAtmzZQvfu3f/NXZS5CW5Xin99xvH29jZ7rfD29iYlJUUuOSAjIyPzH0MWBW+SO1Hfq7KykqtXr+Ll5VWnOKZrYBAaGsqJEyfIysrC39+ffv361Tn2woULWb58OQEBAfzyyy8UFBTc1I/7vLw8wsLCCAsLIzU1FahxBfr7+5OQkEBoaCg+Pj4GacrmmD17Nrt27eLNN98kNDT0llKRAfz9/QkNDWXy5Mm88MILvPzyyzz99NNUVVVx7tw5ANq3bw/UiIBxcXHSa3X/36pVK7nZQy3qKgxvZWVFixYt6nwCXFVVxV9//cWiRYsYMmSIgfvJFNnZ2fz2229s3LiRpKQkbG1tGTRoEI899hht2rSR4nTPnj1UVlYSHh7O0aNHycvLo0uXLjzwwAP/SOqSQqHgjTfeQKVSsXHjRsrLy9m4caNB/LZo0YLffvuNP/74g3feeYdHHnmE4cOH06NHD4YPH861a9dIT08nPT1dqlNXe+INSCUE6lNKQOZ/aDQag/M5MTGRw4cPI4oiAwYMYNmyZfz000+0b9+eDRs2SDX9dHXdavP999/z3nvv0blzZ5YsWWJSoNVqtRw/fpxTp05JqcIHDhzgyJEj+Pv74+rqSqtWrUxeb1UqFU899RSdOnXioYceYufOnTz//PPS+oCAAKDmgU5gYCApKSmkpKRQVFTE4MGDadu2rcF4uvtI06ZN67yP3Ai5OYRp9JsD6cfWoEGD2LZtGwsXLqRBgwaEhITQo0cP6XWmHrKFhoby7LPP4ujoyIoVK8w6r+Pi4qT7pJubGydPnuTUqVP4+PhgbW1Np06dTN5DLSwsGDBgAA8++CAdO3Zk69atkigI/7uWh4WF4e7uTnh4OPHx8ZIDWo6t+xt9QbBx48acPHkSb29v6aHIli1bGD169L+8lzL/VVJSUsyu+7sPFmRkZGRk7gyyEvIf4OrVqyQlJVFdXU2DBg3MilQqlYpOnTrh5eXF1atX2bNnD4sXLzZ7k62uruaJJ54gPDyciRMn8v7776NSqTh58mS99qusrIzvv/9eEtF8fX0JCgqiTZs2krMmMDCQ8+fPEx0dzZo1a2jVqpXZJh9QU4Np7ty5TJ06lS1bttxU05HaODk5sWnTJj755BOWLl1KZmYma9euRaVSSamj8L8ajPppf35+fuTm5pKRkYFWq8XR0fG+azhyJ0hLS+Pnn3+mqqqKL7/8ss4fgHPnzmXNmjVoNBq6du3KyJEjGT58uMl6UwkJCWzdupWysjLc3d3x9/fn2LFjHDlyhFatWtG5c2cpbfxOIQgC06ZNQ6VSsXr1at58802+/PJLo+0GDRrEkCFDWLp0KR9//DH79++nb9++tG3bVqoJlpCQYDTx1qHrgK1DP13xVkX0ex2tVktaWhr5+flATfMWPz8/Kf1y7ty57N69m4kTJ/LVV1/VGSvR0dF89913/Pbbbzz66KPMmzdPch3rc/36dXbt2kVmZiZt2rShX79+KJVKsrKyOH/+PPHx8bz77rs0a9aM999/32z9SD8/P4KDg9m+fbuBKOjo6Ii7uzuJiYl07tyZKVOmEBoaylNPPSVNzvWFqqtXr5KcnAyY78wuc/Po6uAVFxdLDZl0sSUIAr/++iufffYZvXr1Yu3atXXWFE1LS2P16tUsW7aM1q1b89lnn5l0MqvVag4dOsTFixfx8vJi6NChODg4UFBQQExMDDExMXz22Wc4Ozsza9Ysg/udPtbW1gwbNoytW7dK1xAd/v7+XL58GTs7OwYMGEDz5s2xtramV69eqFQqObbuY3bv3s2ZM2d4+OGHGTBgAOvXr+f8+fNYWlry1ltvyYKgjIyMjIzMPcZNiYKCIAwGnga6AE0ABZAFRAK/iKK4/Xbv4P2ALg3I0tJS6kjq5OREQkICLVq0MJqQNm7cWPpx/+STT9Y5dmJiIgMGDDCo4Vdftm/fTnx8PI8//jjdunXDzc2Nbdu2GaWDtm/fHh8fH/766y/eeecdvvvuuzrrLg4fPpwVK1Ywb948+vTpU2dH2xuhVCoZOHAgy5Ytk+oDdujQAaipVXjhwgX8/Pxo06aN9Jo2bdogiiIuLi5UVlZy7do1KisrcXV1vWfSif+p7rWlpaWcOXOGLl26YGdnR9OmTSkoKMDZ2bnOtF21Ws2qVasYOHAg7733Hn5+fly4cMFsAfrIyEipK3GLFi0QBIHi4mKOHj3Kvn372Lt3LyNGjLhTH1NCEASeffZZzp49S1hYmNntrK2tmT17Nj169KBv375ERUXRuXNnAgMDsbCwkByC+qnt5oQq/cYGtra2clfiWmi1WjIzM8nLy8PR0dHgemJtbU1ycrLUSGb27Nl1jvX111/z0UcfoVKpmD59Ou+++y7Z2dlG2509e5Y33niDwsJChgwZIrm4ocZF3aRJEx588EFOnTpFeHi4QeOa2uTn55OWlmbUMTYqKopr167h6+vL9evXAXj11VexsLCQ4sbBwUESQnX3kZttviRTN4WFhVy6dInmzZvj7u4uPbRr3bo1x44d48svv2T06NGsXLnSbL1UgP379zNx4kQ0Gg2PPfYYixcvNhlbV65c4fXXX+fixYt0796dHj16SOe6k5MTvXr1onv37qSmprJ9+3by8vLMvqdGoyEmJgZ7e3uDBwqFhYWcPHmSrl27cv36dUpLS3nkkUcQRZHq6mpiYmLk2JIxwsfHh08//fTf3g0ZGRkZGRmZ20y9ZpWCIKgEQdgMvAVcAN4HngJGAW8DZ4EXBUHYIwjCXVMES/iP+NitrKykCYdu0pGQkEBsbKz0dL42GRkZeHh41Jk6qVQqGTx4MKdOnaqzTqAprl69yqFDh+jTpw/Dhw/Hzc2tzu2dnJwYMWIE9vb2vPnmmyYnOzoUCgXffPMNlZWVzJgx4291dA4LC+PJJ5+kXbt2LF++3GDd5cuXiYuLIzEx0eRrlUolVVVVZGdnU1RUZLK+m0ajISsrC41Gc8v7+G+g616rq713pzhz5gynTp3izJkzQI2wPWLECK5du8bBgwfNvk7XEXjkyJFmu1zqU1xcTJMmTfDz85Pchw4ODgwdOhRPT09+/fXXmy6Y/XfIzs7G39+/zm2qq6vZuXMngIErsLq6mqysLKqrq6XU9sTEREnIrX0+qFQqycn6T32v/1VMnY9qtZrs7GwKCgqwt7eXXNa6Y/vll1/i5eXF9OnT6xx73bp1fPTRR4wcOZLY2Fjmzp1r5MwURZG1a9fy3HPP4eDgwMiRIw0EwdpcvHiRrl27GtUi1JGZmcmkSZMoLi7m/fffN1j3zjvv4OzszLRp0xg4cCDNmzeX1iUmJhIbGys1ynFxcZHuI38nvfN+xty1Pjc3l+vXr1NUVETjxo0N4uurr75CFEU++uijOgXB06dP8+yzzxIUFERkZCQrV67E0dHRaLvDhw8zZswYMjMzGTp0KA888IBJ8V8QBOLj43FzczNb162srIwZM2YQHR3N3LlzDeLiiy++IDc3lwEDBsixJWOEl5cXjRo1Yv/+/bz55pucP3+eAQMGSM0hZO4+hg0bdsNyLnfjODIyMjIyt4f6OgXnA2tEUfyjjm0WCYLwIPApMO3v7tidQhCExoC3KIph4n+s9bJSqZTSBnVOO92P9aqqKkkItLS0JC4uzsD9Zo7hw4ezadMmDh8+zODBg+u1H6Io8ssvv6BSqW7KfeXg4MDnn3/OtGnTmD17Nt99951Z513z5s354IMPePPNN1mzZg2zZs2q9/voiI2NZcyYMXh5ebF7927c3NwoKSkhLCyMrl274uvriyiKdYpO+s0zTE2+cnJyyMioaS5mrkPyP+XKuxn0C7rfSXSp4vop466urjg7O7N+/XoGDhxo8nU6sVt/MloXxcXFJrcVBIE+ffrwyy+/cOrUKYNaXncKtVot1fM0x+XLl5k0aRInTpxg3LhxBscnNzdXcgTrp7brOwJ1503tTqf/1Pf6b1LX+WTqfFSpVDRv3pwmTZoYPCRp3Lgxa9askWpc1iVo7Nq1izfeeIMBAwbw3XffmRR4MjMz+fzzz9m/fz/9+/fnk08+Yc2aNWbHjImJoaSkxOw19Pjx40ybNg21Ws2yZcukxiKA1EF20KBBUkkJ/WOhHzd3Om3+XuJmYwtqCuNbWFjod5ykuLiYiIgIjhw5wpNPPlmnKzouLo6xY8fi4eHB5s2bTdYKLS4uZuXKlaxatYrAwEC++uortm/fbnbM9PR0Ll68yJQpU0yWFEhOTub555/n0qVLzJo1i8cff9zgtUuWLCE4OBh/f385tmQMOHXqFGlpadL9tri4mODgYFkQvMu5ld/Yd8M4MjIyMjK3h/qKgh+Kolh6o41EUfxLEISIv7lPdwxBEAKAX4AcQRCWiqK4506/p24SUle9OlPapJWVFa1bt0aj0SCKIklJSZw8eZIePXrg6+tLfHw8vXv3NtvBLz8/H5VKRXBwME5OTmzdupUHHngAqHE5mSuuD7B27VrJ4aJzgOmPq0spqo2vry+XLl3i0UcfZdOmTTzzzDMMHDiQpk2b4ujoKNVj0tG0aVM6dOjAggULGDBggFRYvzamDJ2pqamMGjUKlUrFnj17aNSoEaIoEh4eTlRUFBYWFvTq1YvWrVujVqs5c+YMrVu3ltyAWq0WhUKBUqmUirzrfw+696xP0wedewv4zxRRr09Bd1NxpxOhrK2tqa6uJikpySiFXaPRSLGsUqno3bu39FqAbt260aNHD3bt2kVeXp5Bg4bc3FwsLCw4f/48UHO8dK5Sc2lwoihSWFhIUVERhw8fNlrv6elJgwYN+PHHH2nYsKHR+rpcsrm5uTg4OJhcV1JSYtLFqnM5+vn5GbmKRFHk559/5q233kIQBF555RXee+89RFGUttWlt+rSEHXivu69rKysyMrKwtXVlfLycoPU4fuhUL/++VT7oYL+sdPFryAIUhfq8vJyLl26hL+/P+fOnSMuLg5XV1dGjx5NaanpW9j333/Pp59+SosWLRg7diwHDhwwWL9v3z7Cw8O5cOECAD169CAgIID169dz5coVk6KMVqvl7NmztGrVimbNmhl0WtRqtezevZstW7bg6+vLL7/8YlD/UKvV8tZbb+Ht7c0LL7xAWVkZly5dAmo6aYuiiLW1Na1btwaMz2NRFP9zDyn+K9xsbEHNwzovLy8qKiqIiYnB39+fsLAw1q5di1qt5sUXXzQbW6mpqQwfPhyFQsGrr77K2bNnDdafOnWKU6dOce7cOSoqKggMDKR3797s2rXLbGxBTWq5g4MDPXv2NOrieebMGSmVefXq1Tz44IMG6esff/wxGo2GV155xSi2tFqtHFv3AS+99JL0/+np6Vy7do0OHTpw5coVg+tqixYtaNGiBR07dvy3dlVGRkZGRkbmH6BeouCNBEFBEJoCw4ES4PfbsF+3HUEQvIEfgMWiKG641XH03QIA8+bNY/78+Wa3r2sSokMURQM3UK39Rq1Wk5eXR3Z2Nvn5+VRXV1NVVUXbtm3Nds11cXGR3u/RRx/l999/x9HREWtra/z8/Mw6jdRqNWfPnsXJyYlmzZpJE1X99ebqCl27do1GjRrh7u7OsGHDOHjwIOvXr8fPz49u3bpJdYn0ee6553j77bd55ZVXOHjwoEk3T+2aillZWTz11FNUVlZy4MABg8LnnTt3prq6ms6dO6NUKhEEgZiYGCIjIxFFkeDgYIMabhqNhpycHFxdXQ0mYDpRUKlU1lk4Hky78ubPn88HH3xQ5+tMcbPxdbvRudUcHBxITU0lPj4ewCBFUhCEOhuIODs7069fP/744w927tzJlClTpHVOTk5YWFhw7do1GjdujIeHh7TOz8/PZJp6fn4+Wq0WpVJpNAGGGvHuscceY926dZSWluLt7W2wXtcxu7q6mkuXLpGfn09paSklJSVkZGSgVCopKSmhtLSUbt26MXToUARBQKVSmewKmpCQANSkBOunnOfl5fHKK6+wZcsWevXqxezZs7l+/TpXrlwxEJUtLCxMxpQoipSUlFBdXS0JpTrnm0qlMjjmtxJf/3Zs1Ze63JC6Jiy6Y2Rvb09ycjL+/v5YWFhw4cIFzp8/j1arxdLSkn379vHRRx/h7OxsUmCJiori888/x83NjVdeeQX4n4iclZXFnj17OHHiBIIg0LRpU+namZaWJm1ryrEdHx9PaWkpc+fOpX///tLywsJCXn31Vf78809GjRrFt99+ayRKb9q0iaioKNatW4enpycnTpzAzc0NT09P6Xpf20GqT2lp6d96SCHHVk1subi4oNFouHTpEi1atDCIrZYtWxIREcHjjz9O27ZtTcbW9evXpfvUW2+9hYODgxRbxcXFhISEsG/fPjQaDU2aNKFly5Y4OTlJbkVzsZWTk0NaWhpz5szhkUcekZZXV1fz6aefsmzZMjp16sTPP/9s5GCMj49n7dq1vPrqqwQHBxvFliiKdf4ekWPr3uLKlSvs27cPrVZLfn4+NjY2CIIgPbR766237poagrf6m+t+4aGHHgIw+WD1bh5HRkZGRub28Le7DwuC0BN4hZq0YWdgoyAIk0RRzP27Y99mPIHdoihuEATBEpgKWAEaURSX1HeQ9PR0AyHjRugmH7Xr1elP6kylDepQq9UUFxcTEBAgPcHfunUrQL3ShwEGDhzIunXrCAsL48EHH6xz2w0bNqBWq+nevXudws+N8PPzw9vbm/DwcM6ePUtycjI5OTk8/vjjBpNgJycnpk6dyhdffMGnn37KvHnz6hy3sLCQRx55hIyMDLZu3Wp0DBwcHKSUVd0T77Zt26LVaiUno87x06ZNG6OUMd33cjNOCFPurfnz50sTl4yMDKOJjTluNr5uN7o4tba2xtvbm8uXL3P+/HnJjVdfJk2axKpVq1i3bp2BKKjj8uXL+Pj41GssncO0rlS2Rx55hI0bN7J9+3aj2nEZGRkcP36c06dPU1xcLC1XKpXY2NjQoEEDHBwcsLW1Zdu2bVy7do1nnnnG7HulpqaiUCgM0tIPHTrE5MmTycrK4sMPP2TOnDlUVlYSHx9vtjNobXSx6ObmhoeHB66urigUCpMPE24lvv7t2KovgiCY/Mw6l5JKpZI6hxcWFpKRkUFZWRkdOnSQUnBbtWrFc889h6OjIy+++KLJ90lMTGTkyJHY2toyc+ZM6RzOzMxk9+7dnD59GqVSiY+PDy1atDBZc9QUOsdy48aN6devn7Q8NjaWZ599lqtXrzJ//nxmzZpldI2tqKjggw8+oH379owbN46KigrKyspo1qwZ1dXV0gMStVpNQUEBJSUlNGrUyOBa9XdTzOXYypXuCdeuXSMyMhLAILa+/fZbCgsLefPNN02+T1FRESNHjiQzM5MZM2ZIx7CwsJD9+/dz6NAhKisrcXFxoXXr1ibrC5ojPDwcKysrJk+eLC3Lzs5m6tSpnDhxggkTJrBkyRKTHbPnzp2Lg4MD7733ntS0SI6t+xOdIOjo6IiTk5NRw6tPPvmEd95551/ey/pzq7+5ZGRkZGRkZG6DKAi8Q03TkWpRFCsEQSihpvnIf61ghAfQRxCEZcAaalyNlcATgiA8AkwQRTFLEAThdtYaNDepV6vV5OTkUFRUhL+/v9RIoDa6Zba2tpLb6Pz581hZWRk45OqiV69eKJVKDh06VKcomJGRwa+//kqzZs3qTJetL5aWlnTv3p02bdpw/Phx9u/fz19//cXEiRPp1auXtF23bt0YP348X375JQMHDqRnz54mx9NqtYwaNYrY2FhGjBghuRhLS0uJiIigY8eOJo+1SqWibdu2FBUVST8U3d3d0Wq1RunB+gLtvZ6mqaO268jOzg6tVktpaSlJSUlcunQJlUrFo48+avC62se9srKSjIwM3N3dadCgARMmTOCdd94hISHBqBv15cuXefjhh03uT05ODkOHDuWFF15gypQpXLt2DTB2jOrToEED+vfvz4EDBxg/fjxarZaTJ09y4MABLl68iIWFBe3ataNHjx54eHhgb2+PtbU1SUlJUtq6KIrs3r2bHTt2kJ+fb1ZMSk1NxcPDQ5o8/frrrzzzzDO0bNmSffv2UVlZSUlJCQ0aNKBDhw7k5eURHx9Ps2bNuHjxIh07djQZW/qxaC5t8H5G33Xt4uKCVquVvgc3NzfKy8uxs7OjQ4cO7N27ly1btjBnzhycnJwoKSkxGOvatWuMGDECURSZPn06zs7OABw9epR169ZhaWnJwIEDGTx4MIcOHbqp/bx8+TJ5eXmMHj1aEv327NnDyy+/TIMGDdi2bRvt27c3+dBl+fLlpKam8s4776BQKKT0fN35qUOpVHL16lXc3NxQq9UG1737IcX8dmMqtmxsbPDw8CA3N5cmTZqgUqno0KEDly5dYsGCBQwcOJDOnTsbxVZFRQXjxo0jNjaWjRs3SqU6EhIS+Oqrr6isrKRr164MGzaM/fv335QgWFRUxKVLl+jevbsUs7GxsYwdO5aioiKWLVvGY489ZvJa+ddff/HHH38wffp0KVVajq37k/T0dEkQ1InAXl5eJCYmEhAQwDvvvHNXCYIyMjIyMjIyf4/bIQoKoiiWCoIQLwhCZyAS+C96+A8A/YApwBVRFOcACILwAXAa+A4Y9U81H1GpVBQVFZGRkYGdnZ3ZhgumRMUzZ87Qtm3bOrsd6qisrOT3339Hq9XesDvrtm3b0Gg0BAcH1/+D1AN7e3v69u3LhAkTWL58OevWreOBBx4wmBQvWrSI48ePM378eI4cOWIyRbmsrIy4uDigpq6di4sLBw8eRKPREBERQXR0NJMnTzYrDOr+2tjYUFRUJE149IvK64uw9wvmnKoNGzZkyJAhNG3alD59+lBRUUFSUhLNmzfHxsaGiIgIqUbWgw8+SEZGBpcvX0YURby9vaXJY05OjoEomJ6eTl5entlGHampqaSnp0uO0oMHD5p1+OgzcuRIDhw4wPPPPy915/Xx8eGJJ56gW7duZmsH6hAEgeHDh2Ntbc3mzZu5cuWKyc6eV65cMUhRPnjwILa2tixdupTS0lKOHz/OwYMHycvLIzQ0lGvXrjFlyhTat29PcXEx1dXVBg4yHfqNhmSM0XddKxQKHB0dKSoqonXr1igUCul6+NtvvzFx4kS8vLx47bXXjMbJy8tj1KhR5OTksGfPHsk5HB0dzbp162jdurXkMrwVoqOjcXBwkOqyAWzZsgWlUklISAhubm4GNd50nDt3jg8++ICHH36YiRMnSstN3QPS09PJz8/H1tbWKF1e5uYxF1v29vZ069ZNiq2zZ8/y2GOPodFoTLraKysrmTp1KkePHuXHH3/k4YcfZsuWLWRmZrJ06VKcnJx49dVXzXajvhG6tE79B2d//vknWVlZ7Nq1i65du5qMrdzcXF544QWaNWtmsN9ybN2fXLt2Da1Wi5OTEwUFBUBN7FpaWpKens7HH3/87+6gjIyMjIyMzD/K7RAFRUEQbEVRDAQQBKE9cPE2jHu7KQM0wIvAdUEQlKIoVouimC0IwhBgnyAIPURRPPlP7IxCoaBVq1bY2dnh4uLC6dOnCQ4OvmGKWnl5OSdPnmTatLobPBcUFLBixQpWrlxJVlYWnTt35o033jC7vUajISQkhB49etQ7Te5m0YlLa9euJS8vT3IrADg6OrJ582b69+/PE088we7du43civb29kRFRfHWW2+xfv16wsPDad26NU8//bQ0iYuIiDDphtSf/OgLhLrPrl9X0M7Orl6p0//FrsO3gpWVFWq12uh461InLS0tsbW1JSEhgfj4eARBICAggICAALRarVSEXJfi5e7ujlqt5rPPPqNHjx5Gwtrx48cBzDpCO3XqRFpaGgqFgtzcXDZs2IC7u3udTkGoia8FCxawfft2AgIC6N69O02bNpVqCtYXnQNXJyzqI4oiaWlpBoXXra2tEQSBffv2ceTIEaKiohBFEScnJ/r27culS5dYv349o0aNQqlUykXbTaB/Lpk797RaLSUlJVhbW0suOvifkFNdXc2OHTuYOHEi7dq1448//sDZ2RmNRsPZs2c5fPgwBw8elJonbdmyhY4dO3LhwgWSk5P54Ycf8Pb25qWXXrrlrqsFBQWkpaXRvXt3A7dnp06d2Lt3r9nPVlBQwNNPP42zszPLly83GetqtZrz58/Ttm3bG3ZNl/kftyu2zp8/z/Dhw7G0tOT06dO0atUKURS5dOmSFFvHjh2jtLSUjz/+mKeeegqoSRn+6quvUCqVvP766wYdsm8GjUZDXFwcvr6+BqUcOnXqBGDkWNT/bM899xzXrl0jNDQUJycno23k2Lq/6NChA/n5+SQmJuLj40ODBg24ePEilpaWDBs27G+VjpGRkZGRkZG5+7gdouACYJUgCJ8BDYGZwKTbMO5tQxAEi/9PbX4PWA90BZ4WBOEXURSrgATgDGC6le9tRj9ds3nz5pw+fZqIiJqmzd26davztadPn6aiooI+ffqYXJ+cnMz3338v1Qbs27cvy5Yt46GHHqrzh15kZCS5ubkMHDiQmJiYW/9wN0A34bh69aqBKAgQGBjI+vXrefLJJ+nTpw+bNm0yqhno5ubGTz/9xOTJk3n11Vf5448/UCgUvPvuu1RUVNRLcFEoFAYTxNp1BU1hSgD8L3YdvhXy8vIoLCzEzs6ORo0aSd2HLSwsSEtL48KFC2i1Wkks8/X1Ra1Wo9VqCQgIICQkBFEUGTBgAD4+Pmi1Wr799lsyMjJYu3atUdwdP34cV1dXs05BQDrGq1atoqKiot71B9u0aVPvWpvm0AkCproW5+XloVarDZrm6NJTly1bRo8ePZg7dy4PP/wwnTp1klLxHnjgASZOnMjx48frFSt1NZK4F9E/l3S1zmqLOLXP09oup61btzJ+/Hg6duzIunXr+P333wkNDeXgwYPk5+cjCALt27dn+vTpPProo3To0AGoaQixdOlSHB0dee21125ZEISaVE5BEAwa8wCSMH769GmGDRtmsE6r1fLCCy9w5coVtm/fbrLZDtS4xCIiIiQ3t4+Pz30RG3+X2xFb0dHRDB48GGtra3bt2sX58+dZvHgxoaGhUtOZFi1aMG7cOAYPHsyAAQOAGqFuyZIllJSU8Oabb96yIAg193a1Wm10fevcuTMWFhacPHnSpAN54cKFhISEMHXqVElArI0utrRaLW3btpVj6x5DF9u6B3exsbHY2Njg5+dHYmIiUHNuPProoyZFY5m7nyeffPKeHEdGRkZG5vbwt0VBURRPCIJwlf91Hx4nimLxDV52xxAEwQNoTo3AlyaKYr4oihpBECxFUSwUBOEZYCPwLNBEEIQvgIepaZJScKvvayo1V794uf4P7NrpmsHBwQiCQNu2bY3Gqa6uNnjt4cOHEQSBBx54gNzcXGlio6tXFBoailKppF+/fkyYMEFqhpCUlCSNERsba5R6vGnTJmxsbLC3t5d+JJqisrKSlJQUk+vs7e2Jjo42ua5x48ZcuHBB6h4bEREhuWFUKpXkfFCpVHz++efMnz+fvn37MmfOHF5++WWj8dq2bUtISAjLly/niy++IDQ0lJkzZ9KhQweqqqqAmsm2OXeZVquVjqt+LTfd8a8tZJkSAP9u0fV/G91n1YmzLi4uBt2HbW1tcXZ2xs3NDWdnZ6ysrAgICJBEQwcHB44fP86uXbuAmiYv/fv3Jzs7m4ULF9KnTx+6du1q4LhLT0/nr7/+okuXLlKtQB3JyckkJydL/y4rK+PHH3+UxtAd/9rY2NiwYYP5huK1O2jrY2VlZST+6Rw32dnZXL9+3WBdbGwsUCMEajQaAGbMmEGfPn3o0qULDg4O5Ofno1QqpaYmdnZ2bNiwgWHDhvHII49w7Ngxs6mpoihKHcf1hQzdOv1rge76otVqzX6+uwX9c6m2iKNDV+vNycmJ6upqg9dv2bKFiRMnEhQUxPPPPy9dHxs1akSPHj3w8fGhW7du0nUmPz+fgwcPUlRUxMKFC6UHCgcOHDDat8zMzDr3OycnB6hxcsXGxuLp6Ul5eTmFhYVSjDdp0gRra2sOHjxI586dAaTJ94oVK9izZw/vvfceffr0Mft9tm3bFqgR5XXHR9eoSr87tezyMeTvxlZkZCQDBw7ExsaGjz76iPHjxxMfH4+9vT2dO3dmwIABdO/e3eCB0qFDh6iurmbBggVcuXKFzp07ExERIT3801FcXExpaanZ/dbFlm4/bG1tsbW1NYgtqHmg9tdff0nLdLF18uRJPvnkEx566CE++OADObbuI3TXOo1GI92DbW1tpe7ZgiBgY2NDu3btKCsro1OnTrIgeA9zo+yif2ocb29vg+uI/u97b29vs/MLGRkZGZk7y+3oPuwF+ADnRVE8+rf36O/tS0vgdyAJ6A0cFARhgyiK20VRrBIEwUoUxXxBEJ6kphHKIOBRQACeF0Ux/Xbujzknmf4kRRAEVCoVXbt2NTmGQqEwuIEeOXKEDh064OzsTHl5OQqFAlEUmTFjBllZWbz66qtMmjSJoqKiOmti6acfVVZWEhUVRZcuXWjUqJFB+rBOpND/TE2aNDE5ZkZGhoGDSp/q6mrJ7eXk5ERZWZn075ycHIOJmJ+fH0uWLOGjjz5i/vz5VFZWMnPmTKMJibW1NdOmTWPixInMnj2bBQsWcPHiRTZs2IAgCEbHTh/9dRYWFjes5WZKALzbi67rPr9+LTud6GRjY4NCocDJyYmgoCBJ2Far1ZSUlEifvWfPnhQVFSGKIt27d0ehULB8+XJycnKYN2+ekdvk+vXr5Ofn06dPHxo2bGiwLi4uziD29u/fT1lZGSNHjmTr1q1GzlIdMTExdXanrKsWoVqtlrqK6tBNjCwsLIwapJw7dw6ocfTq0kNdXV2ljtdgfM5CjYPxp59+YuzYsTz55JNs3LiR8+fPGzXHEQQBQRCMrhGm0F1fdEL73Yz+uaSfuqn/2ZVKJa6urkbHY+PGjUyePJmgoCBeeeUV5syZgyiKfPfddwQFBSEIApGRkahUKoN6axUVFXz00UeUlpbi7e3N9evXjURggPbt25vdbzs7OwYNGgTUCDDl5eVMnDiRjh07Ul1dbXB9aN++PVFRUdjb20vfcXV1NV9//TW9e/dm/vz5dYovtra2dOvWzcC1rH+PuVHNzfuVvxNb4eHhDBkyBJVKxccff8yiRYtISkpi7ty59OnTB6VSSWRkJM7OzgaxJYoiy5cvJyIiAnd3d0pLS7l8+bLRvllZWRldf3Tox9a1a9f45ZdfeOqppxg9erRRbHXr1o3169djaWmJjY2NdP1YunQprq6u7Ny5U4oPObbuH3SCoO4BYFlZGRYWFly4cEGK1ylTpvDjjz/+m7sp8w+gLwz/m+PoRD9T48gPHWRkZGT+PW5Hfog30JeaRh3/GoIgOAJfAx+LojgCmACIwFeCIIz9/82q/7+7cCEwHxgCjAWGiqIYe7v3ydbWFkdHR6Obp26ScrPpOeXl5Zw6dYrevXsbLL948SKXLl1izpw5zJkz56abFURFRVFeXm5U462yspKwsDCioqJITU2VxJ+/i6enJ+npdeuvLi4uLFy4kL59+7JgwQKD5hG18fLy4tdff+XDDz/k999/Z+3atUDNj44jR46YdWLcDLf6nd1t6NLmdJ+z9r8FQeDq1avSvx0cHHjiiSd48sknJZfckiVLGDJkCF26dDEa/9SpUwD06NGjzv2orKxk165dBAcHS27XfwpLS0sEQTCZPpyamopSqbylRgH9+vXjyy+/JCQkhIkTJ3LmzBkj55AOXWOV2j+SS0tLpXNQd325UzVA/y1qx5wpysrKOHnyJKtXr2bSpEn07NmTadOm8dZbbwHw9ddf07p16zpryC1dupTExETc3Nxui9t3//79uLq60q5dO5Pru3TpQnx8vOQghZrmTmlpabz++uv1nhDpx4a5e4yMaW4mtv766y8GDx6Mk5MTH330EYsWLSI5OZmPP/6Y/v37o1Saf6b6+++/c/DgQUaOHCl1Cf47hISEoFAoTKYHQ01sVVZWSg8tABITE9mzZw9Tp06tt6gnx9a9Q21BEGrEao1GIzlGFy5cKAuC9wlDhw5l6NCh99w4MjIyMjK3h7+tcIiieFwUxQ+A+NuwP38HNTXpy9EAoij+AXwJFANLBUF4XBRFrSiKoiAIXURR1IiiWCGK4hVRFAvuxA6Zm9jfCpWVlezYscNkPcHdu3ejUChu+QZ7/PhxnJycCAwMNFheWFiIRqNBEATS09OJiYkhKSmJ2NhYMjMzb1kkbNasGenp6SZFF32sra2ZNWsW8+bNY/v27QwbNqzOVL7Zs2fz0EMP8frrr3Px4kViYmI4ffq01CEXaoTVmJgYg5RSrVZLaWnpPZGGebPU/uxVVVUkJydLKdi1OX/+PH/88YfB5FOfL7/8ksLCQt577z2T60+fPo2Pj0+dzj6oSb8rKChg5MiRRuuqq6u5du0aGRkZXL16lfz8fNLS0rhy5QopKSmkpKRw9epVcnJybik+FQoFVlZWJtOOU1NT8fLyqlMQqIvx48fzzjvvsGfPHuLi4hBFkePHjxu4/URRNBD/dOicOzpx/HZeX/6L1I7NiooKLl68SEVFBdHR0SxfvpwXX3yR3r1789lnn/H222+jUChYsmRJnTUoRVFkzZo1nDlzhmeeecbAcaU79jdLaGgo58+fZ8iQIQYNRvTp2rUrWq2WyMhIadk333xD8+bNad26tdlzri7u9Ri4U9wotrZu3cqIESNwcXFh06ZNLFy4kNTUVD755JMbPtA4fPgwmzdvpnfv3lKzETB/Xt+IS5cusWfPHnr06GHWLa1LSdc10QFYtmwZSqWSRx55RI6t+4zo6GgDQVCpVEr3LJ0wOHLkSN58881/czdlZGRkZGRk/iPcTtvT37eQ/T1sgXbAGABBEBSiKJ4GtlCTTjxREIQgQRDaAX8JgjDhn9gpjUZDVlaWUZ0ic6jVasLCwoxSAjMyMiRXUbNmzQzWJSUloVKp6v0etUlMTKRNmzZG7onS0lIEQSA4OJiuXbvi7++PnZ0dubm5xMXFcebMGc6dO3fTk5zWrVtL9bduhCAIvPbaa6xZs4bo6GhWr15tdluFQsFPP/2EUqnkjTfewNfXl27dukkTJt1njY2NNaibqKvfVp80TF2XyntFQKz92dPS0khKSjLr5MzNzSU7O9ug1pWO4uJiDh06RNOmTY0aLei4dOmSVL/KHBUVFWzdupWWLVsaFdUXRZHz588TGxtLfHw8Fy9e5Pr16yQlJZGcnCyJgomJicTExBi4supLUVER1dXVJifDBQUFfztl/MMPP6Rdu3Zs3bqVX3/9lb179xqcC7XFPx26lO6/0wjjv8SNzqXasXnp0iUSEhK4fPky8fHxbNy4kX79+rFx40aeeeYZlEolS5cuNbo+1mbbtm3s27ePYcOGGT1IuXbtGqmpqTd8YKFPcnIyq1atIjg42KiJiD5XrlwBkFKUv/76a44fP8748eNJTU0lPT0dtVrN2bNnzbqiq6urycrKkupZypjm78RWRUUFa9asoVGjRoSEhEh1ARcsWHDDRmDh4eEsX76ctm3b8uKLLxpcQwoKCkhNTaWgoKDen6OoqIgvv/yShg0bMmXKFLPbpaSkoFQqpdgKDQ3lhx9+YNiwYZSUlNQrtuB/v1fk+Lp7OXv2LH379gX+l45pY2NjcN8QRfGmM0pkZGRkZGRk7l3qZXcRBOExURR33Omd+Tv8fxOROcA2QRCKqElnrqBGrNwJBAIeoiiGCoIwCTCdt3eb0e9qaK4Wnz7nz5+XnCT6dQYdHR3x8vJCoVCwdetWgxS1mTNnEhoayjvvvFOnaGYONzc3cnNzjZZXV1dLqZT6NZc8PT0pLS0lOzuby5cvk5SUdFMpnn5+ftja2hIVFWW2G2JtdA6Juup7QU1q8qBBgzh27Bjx8fFSF0j999b/C4Z1pm5EfToOm+pU/F+l9mfXdYf29PQ0uX2rVq3IysoyWQfr2LFjNG7cmJMnT/L999/z6quvGm3j7OxstmGIjj179pCTk8Nrr71mJMzl5OSQl5dHixYtpC6hGRkZuLu7G9TyKy0tJTw8/JZcX3/++SeCINCrVy+jde3ateOnn36SmpHcCnFxcZw7d44nnngClUqFh4cHgYGBlJaWolKpzDawKS8vR6vVUl5eftfU+KrrXLjRuVQ7Nv39/REEgcuXL/Pqq6/SvXt3fv/9dz7//HMSExP54osvzNY01bF9+3Y2btzIgw8+yPjx4w3WFRcXk5+fL+1bfcTXyspKFi9ejIODA9OnTzfrEjx48CDz5s3jwQcfZPjw4ezatYs33niDkSNHMm3aNEpLS/H09CQ6OpqoqCi0Wq3UsVif+nRKv58wF1+3GltarZYJEybg4ODAn3/+SVRUFDt27OCFF14wWQ5Bn4iICL788kt8fHx44403DNzEFRUVUhOQsrKyeqUUi6LIN998Q2FhIZ988gkODg4mt0tKSuL555/Hw8ODl19+mdjYWMaOHUurVq34/PPPpXv2jWIL5Pi62zl58iSDBw+mYcOGVFVVSedH7fugQqHggw8++Jf2UkZGRkZGRua/Rn0Vi7mCIPQQBKGnuf8A03kt/yD/L1xOAT4B9gqC8BvQXhTFBUAUMOz/t9soiuKlf2KfXF1d8fDwwNXVtV7uBbVajbe3N61btzZYFxkZSVFREf3792fDhg0GY7Rs2ZJJkyZx8ODBm3Ih6PDy8uLq1atGy6urq01OcgVBwN7eHl9fXzw9PUlNTTXqJFsXSqWSdu3aER0dXW93419//YVCoeCBBx644bb9+/cnMzPTZC0kGxsb2rRpY9SVuL4OnPrUWTLn9Po73CmHon6NraqqKtLS0mjatKlRd2odzZo1Y+jQoXh7exut69WrF1OmTGHQoEF8/PHHkjNKn8aNG9cZK4WFhWzdupUuXboYnQNarZaEhARsbW1p1qwZKpUKa2trlEollpaWWFhYoFAopM8kCMJNfwdpaWlER0fzwAMPGDVCAejZsyfV1dUGKelXrlzhzz//rPd7zJ07FwcHBxYuXMiIESN45plngBpRSq1WS10hs7OzDeLxbqzxVde5YOrzVFdXk5mZSWFhIYBB/Tdra2sKCgoYN24crVq1Yvv27Vy5coXPP/+csWPH3vABw44dO/jll1/o1asXL7/8soGIVF1dTUZGBjY2NiiVynrFjSiKHD16lOzsbGbOnGnQvEmfP/74g2nTphEYGMiyZcs4c+YMs2bNonfv3gQEBBAZGYm3tzeFhYWo1WoCAgIIDg4GjM97/fuJjPn4upXYsre35/HHH6e6upo9e/bQsGFDZsyYQevWrXniiSfq3I/IyEi++OILvL29ee+99wzeVxRF0tPTpaZi9b0mRUdHExkZyaRJk2jRooXJbWJiYhgzZgwKhYI1a9ZQVlbG5MmTadiwIf369SMhIaHesQVyfN3NHD16lIcffhg3NzeOHj2KQqFAqVRia2uLKIpSRodCocDW1pZGjRr9y3ssIyMjIyMj81+hvqJgB+DYDf576A7s300jiuJP1OzvUuB7YNz/ryoCUv/p/dF1ttVNNOsSi86fP090dLT0I12tVhMZGYlaraZr1650796dFi1akJKSwrFjxwxeO3ToUKqrqwkJCbnpffT09KS4uNjIwVVdXV1n7TRBEPD398fJyYn4+Pib6oLasWNHysrKuHSpftrsX3/9RXBwsNmJtz79+/cH4MSJE/UaW61Wk5KSQnJyssm0WH3q03DkTog3d0JorI0udTgtLc3sNkqlEjc3N5Nx4eDgwNChQ1m8eDFQ42CtnVru5uZGVlaW2fE3bdpEZWUlEyYYZ/enpaWhVqvx9/e/oQNToVDc1AQcaibJe/bswcHBwaiZj44OHTpgbW3NyZMnpWXLli1j+PDhxMffuKxqREQE27dv54033sDLy4uOHTuiUqlQqVQ4ODhIziWdY6d2PN5tNb7qOhdMnUs5OTlcvnyZlJQUo+tJTEwMjz32GE2aNGHPnj00aNCAV155BTs7Oz7//PM69+PgwYNs2LCBnj17GgmCOtFGq9Xi6ekpdV69UVmES5cucfnyZUmkNMWvv/7Ka6+9RnBwMOvXryc1NZVp06bh6+vLihUraNKkCe3bt6esrIyzZ89y7tw5A7do7fNe1yncnCPxfuNmmnnVFVt5eXkMGzaMnJwcdu/eTWBgIB9++CFpaWl89913dd4H4+Pj+eKLL2jatCnvvvuukYv3+vXrlJeX4+HhgaOjI1VVVTes8Zednc3Zs2fp2bOn1IG4NqdPn+bpp5/GxsaGTZs2YWdnx6RJk6iqquLll1+mefPmNxVb8L/fK3J83V0cPnyYIUOG4OXlxZEjRyTHP9RcM3T3FZ0g+F/PYJC5/UyaNIlJkybdc+PIyMjIyNwe6lst/zT/X6vPDALw7d/fnduDKIoXgYsAgiD4C4LQlRpx8MU79Z51TdR1T2n1U5ZMTTjbtm2LVqulRYsWqFQqzp49S1xcHFAjovXv35/r16/z888/8/PPP7Ns2TLpx/uAAQPw8vIiNDSUl156iU2bNpn94VdSUmIwidXVbSsqKqJ58+aSOFhZWYmlpaWBWHjx4kUuXrxocty0tDT8/f1NpuHm5eURExNjsEypVBIaGsqoUaPMOiF0+3HmzBmmTZtmNDmrrq42mmC5u7vTsmVLQkJCmDVrltlxdahUKnx8fKRacjqHpC4trfZ3eyNRRjchvZ2YSym9nXh5eUmpZuaorKyU0nUrKio4deoU3bt3N0htCwgI4O233+b9999nz549Bi6bxo0bU1BQQHFxsVF65t69e9m/fz9t27YlMTHRoO7j6dOnpf+PiooyeJ2Hh4fJpiDW1taUlZWZdT1CjUipS9MPDQ3l6tWrzJo1iwcffJDY2FiTdS9btWrF4cOHpTgoLi5GFEUWLFjAzz//jKOjo9lJ9aJFi3B1dWXGjBmo1Wqp5qG9vT02Njbk5OTg6uoqOXX0HTt3kxiow9S5oH/t02q1qNVqLC0tyc/Pp0GDBvj4+EguUJ1T8vLlywwaNAgrKytWr16NRqNh6dKlHD16lAULFlBVVUVSUhKOjo5G+7B792527tyJi4uLlJKpT3JysvT/SUlJ0v/rRN7p06cbjZmSksKmTZsIDg7mo48+MrrWiqLId999x6JFixgyZAibNm0iKyuL559/HmdnZ2bNmkVBQQGWlpakpqbSuXNnOnfujLOzM23atDHoMK37q1t2N8bBnaKu+KpvbJWUlDB06FASExNZs2YNTZo0Yf/+/SxdupRx48bRrFkzDhw4YDK2oqOjWbFiBba2tri6urJy5UqD9UVFRZKwr+/GT0hIAOCBBx4wahxWVFTEJ598gpubGytWrDCZNhwSEiIJf3v37sXJyYkBAwaQlZXF5MmT6dixIwkJCTcdWyDH191E7e/qwoULBvdvnZt58ODBtGnThoMHD8oOwfsMHx8fUlP/54eYPHmy9P+mMj5uxO0S8mRBUEZGRua/RX0fF84RRTG1jv9SgA/v4H7eEoIguAMLgEnAK/8vFv4rVFdXc/36daytrY3S1nSNSFQqFW3btiUuLg61Wk3btm1p06aNQVfgYcOG0aNHD7Zs2WLgdhAEgccee4yQkBCjemd5eXlERESYTY3V/TBISUkxWK7RaG7KMaDVagkLC6tXkXJLS0u8vb1JTk6+YUrsqVOnqKqqMuveMkX//v05duwY+fn5nDlzxqRjrKKigpiYGKqqqmjQoAFWVlZcv36d3Nzcf8SZdzPUx6F4q1RXV5OWlkZqaiqenp4olUqpM2dZWZnB8UtPTyclJYWMjAxOnTrFyZMnOXXqlDRWZWUlqampPP/883Ts2JEZM2YYpLS7ubkB/2u2oE9YWBiWlpYGtTT/DiqVSqrDdyPUajWrVq0iICDAqA5lbYKDgw1S5nXHZtOmTXW6BQ8fPkxoaCgzZ87EwcEBW1tb6S/UNHHJzMwkJyfnvnHs6Bo+XL16lZSUFE6fPo2TkxOOjo4IgkB5eTkhISEMGTKE8vJyVq9eTdOmTbl48SIfffQRnTt3NujwWps9e/awbt06GjRoQMuWLY0m0bdyfpeWlrJixQocHR2ZMmWKSUHwk08+YdGiRYwbN46tW7dSWlrK0KFDqays5L333uPJJ5/E19cXrVYr/dVqtXTu3Fl6qKLRaMjOzsbGxkYWam4BU7HVoEEDKbagplzBE088wdmzZ1myZAk9evSgoKCA119/nYYNG9bZnfXcuXMsWrQIa2trgoKCjB4+VFdX19sJr0Or1bJ69WpKSkp46aWXTAqCv//+O1OnTiU4OJjDhw/TuHFjxowZQ0REBDNmzODTTz+lZ8+eBAQEkJOTg1qtxtnZGV9fX2kf5di6Pzh58iSPPPII3t7eHDhwQBYE70NSU1MRRZHr169z/fp1yaQgiqLRb/76kJOTc8OMmn9yHBkZGRmZ20N9FYazN9rg/zv9IgjCf6bglSiKmdTUGBwtiuKNW93eQXJzc8nIyDBq6KETAnTLz549y+nTpzl79iwqlYoOHToYOO/s7e158803KS4uZvfu3QZjjRgxgoqKCvbt22ewfPPmzaxbt47PP//cpGjh7OxMgwYN/rYoqHOBRUZG1qsjcYsWLSgpKZEKm5vj6NGjKJVKs8XRTdGvXz/UajUbN24kKirKpOMrISGB2NhYybXh4uKCu7s7Li4ud2X9tlslNzeXc+fOER0dzeXLl4mLiyM3Nxe1Wk1sbCyRkZHS8fP09MTHxwcPDw+6d+9Ojx49DL6XjIwMLl++zOHDh+nduzdZWVmsWLFCWq8rXl+7ruCpU6dIS0ujS5cuRsc8Ozv7lj6XzpFbH+Fny5Yt5Obm8uKLL95QeNXV5Dp48CBQIz54eHhga2vLJ598YvI1oigyd+5cPD09mTFjBmAs9NrZ2VFYWHjbXab/ZVQqldREqby8nKtXrxo498LCwnjrrbe4du0aO3fuxN/fn7S0NCZOnIiNjQ2LFy82+3398ccfrF27lq5du+Lj42O0nVarvWnRRhRF1q5dS35+Pi+88ILRd1VdXc3s2bP58ccfmTRpEmvWrCE/P5+hQ4eSlpbG9u3bee6557CzsyM2NpaioiJiY2ON7gNgPoVcpn6Yii39e5xGo+HFF18kNDSUFStWMHDgQEpLS5k8eTKpqaksXbrUbLmKc+fOsXDhQjw8PPDz8zPpRk5OTqaysvKm9nnv3r3ExcUxZswYk120V61axcyZM+nRowchISE4ODgwYcIE9u3bx7fffsvHH3+MnZ0dKpUKQRA4d+4cZ86cMYovObbufg4fPnzDbQYPHkyTJk04cOCA9EBO5v5k9OjRjB49+p4bR0ZGRkbm9nAzjUZMF7bR4/8bjnzx93bp9iKKYoEoigX/9n64uLjg4eEhddHVX64TogA6d+5McHAwoiga1T3SarUcOnRISlGqXT+wZ8+eNG7cmA0bNkjLKisruXDhAlAjxCxfvtxkTTdvb2+DWnK6J4k309jCzs6OZs2akZ6ebrKbcW10kx5zTytFUWTr1q2sXr2arl273pRY0q1bN6BGUGrfvr3UtEK/uHrLli1p3bo1LVu2BP5Xr0upVCIIwl1Xv+1WcXBwwMnJiaCgICorK4mMjCQ/Px+VSkXr1q3p0KEDzZs358yZM1RXV9OsWTOsrKxwcHBg4MCBkpulsLCQ8PBwXFxcGDBgAI8//jjdunVj+/bt0nvp4rx2fGzatAkbGxuDrto6zp07d1Ofp6qqiszMTElsvlGty+rqarZs2ULv3r2NmpuYwsfHB3t7e44cOSK9X0ZGBhUVFVJNRH1EUeT999/n1KlTjB492mw9sZSUFLKzs7lw4QLJyck3rDt2L6BrCmNlZUW3bt1o27YtTZo0kR4qrF27lvj4eH777TdJfP7iiy8oKipi3bp1BrWz9Nm5cydr1qyha9euzJgxw+R5nJeXd1NOQVEU2bJlC9HR0YwaNYrmzZsbbfPVV1+xZcsWZs6cyfz581EoFEyYMIELFy7w22+/8cADD6BWq4mKiqJ169Z0796dLl26GN0HQG768HcxFVuNGzeWYuvHH3/kt99+Y9GiRVKzn19++YWoqCi++uorevToYXLcyMhIFi5ciLu7O++//77JeoNqtZqcnJw6axHW5sSJE+zatYuuXbua7Hy+b98+PvzwQ4YOHcpPP/2Evb098+bN47fffuPjjz/m+eefB2q6lIeFhdUZX3Js3d2Eh4czbNiwG27XsGFDDh48iIeHxz+wVzIyMjIyMjJ3K/X9xfoBsEYQhDeAA0AiNY07RMAB8AX6UVNbcJy5Qe41dOmV9SncrBOcbrTczs6Ohg0bEhkZia2trdRRs7S0lP79+3P27FmcnJyYNm0ar776qsFYFhYWTJ06lQ8//JCgoCC8vLywtLSkV69eHDt2DG9vb7p162YyhcTR0dGg7oggCDRo0ID8/HycnJyMiqebory8nMzMTBo2bIizs/MNt9elkDZp0sRoXVJSEvPmzePMmTN069bNqA7YjdA521q1akVZWZkkbpaVlRnUcdPVU9Shq0NlqpbgvUpWVhbl5eWoVCoqKysRBEGKaV0M/vXXX5LLVBeTxcXFBjUFjx49SlhYGFZWVrRt25ZevXrRsmVLg6Y4umNfuz5Xs2bNqKioQKPRGE2kO3XqJNXWNIVGoyE3N5fi4mKKi4spLS1FFEXs7Ozw9fU1EuJrk5eXR0VFBR06dKjX8VIoFHh7e0ti+5IlSwgMDEQURfr374+VlZW0bVVVFVOnTuXnn39m8ODBNGzYkNDQUBo2bEinTp0MhG4/Pz9pfF09RVPC072A7jxTqVTStdPGxoYWLVpQWFhITk4O0dHR7Ny5kzFjxhikdDdr1ozKykqT3aGh5uHHr7/+SpcuXZgxY4ZZYaZhw4Y0a9bMZJdsU2zbto0DBw7Qr18/qZmRPmlpafz444+MGDFCqkMYHh7OgQMHWLhwIYMHDwZqahWeP38ejUbDQw89JL2+9v1Bl0KujyiKlJaWys0C6qA+sXXhwgU2bNhA69atef3116XX6kppmHsAVVlZyY8//kiTJk2YO3euyTqDuvfz8/MjOzvbqIGXKc6cOcO6deto1aoVEyZMMLr3VFRU8MknnxAQEMA333yDUqmksLCQH374gaeeeoq33npL2vbChQtEREQAmI0vc7FV398zMv8eV65cYdiwYbi4uFBaWlrntocOHTL74ERGRkZGRkZGRke9REFRFNXAU4IgDAGeBp4DmlDjNMwCIoCfRFHceqd29L+Iru4cmJ9E3Apt27Y1+KsTFsLDw/n+++8ZP368JODUZtq0aXz11VeEhoYyadIkBEFg9OjRDB8+HGtrawCTkxRdx019GjduTHl5OSkpKbi7u99Q6MvMzESlUtG1a9d6pR0nJSVhaWmJj4+PtKyqqopvv/2WlStXYmtry8cff2zULbQ+HDx4EKVSiYODA2fOnAGgT58+KJVKcnNzzX6W4uJiUlNT8fb2Nkgd058wmRILb0Yg/q+hK0yu+2tlZWXgLFCr1dLEQt9Jp6spCDBw4ECp5qPub1FREXl5eRQWFkqv0aWr1XaoPPjgg/z000+kpaVJ4piOG8VdVlYWWVlZCIKAvb097u7uuLq6SkL2jb6PvLw8ALMikyk8PT2lhife3t58+umn0jp9h9/KlSv5+eefef/995kxYwZnz56lsrKSsLAwoMbRmpiYiJ+fHzY2NrRu3Zrq6mpsbGzu2smcqXNBf5lGo+HKlStYWlrSsGFD7OzsqKys5OrVq3h4eODg4MCWLVtYtGgRRUVFRgXJhw0bxrJly9i3b5/JLtW//vorSqWSKVOm1OnUUigUeHl51UsUDAkJ4c8//6R37948+eSTRtcAXR1BQRCYM2eOtPyrr77CwcGBQYMGUVVVhaWlJYGBgQiCQFBQ0A3ftzZ36p5zt3Cj2NJqtaSmptYZW6GhoSxbtoxTp07x5ZdfGozfp08f7O3t2bNnj8katnv37iUnJ6dOQRBqHqq5ubnh5ubGiRMn6vxMcXFxrF69mhYtWjBt2jSDhwo6fvzxR65cucLPP/8sxfSqVasoLi5m7NixUmxBzYMwjUYj/X6oL/d7bN0NFBYWMnToUNRqNaGhoUYPNWuj/9tKRkZGRkZGRsYc9c9tAURR3AvsvUP7ctdxsx1hdU1FAClN1RQ6YQ1qXFBr165l48aNzJo1S0oRMoezszMvvfQSn3/+OVlZWZIbQCcI1vVZaouCumYg6enpZGRkSC6vuujevfsN3wtqJtGXL1/Gx8fH4DisXr2a77//nscee4w5c+bg4uJySyJbaGgoXbt2pXfv3tjZ2UnutszMTDIzMxEEgcDAQKOxy8rKKCkpoayszEAUvNGE6W6eUFlZWeHr60t1dTW5ubk0bdrUQNRVqVS4uLigUqkMJqy6dE7d3wYNGjB8+HApPe/o0aPk5eVRVFSEKIoIgiC5Q2uLgu3atcPKyoqUlBQjUfBGODo60qxZM+zs7G4pVnSpzDdyFOrj4eHB/v37KSgowMnJyeQ2oiiyfPlyOnXqxMyZM7Gzs6Nv376Ul5djb29Pp06dSExMlByYugmepaWl5BA05XrSja0TQv5rmDoX9JeVlJRIx02lUkm1/TIyMhBFkZCQEF5//XWcnZ3Zv3+/kTjj7++Pn58fe/bsMRIFExISOHnyJKNHj66XW7k+nDx5kt9++41OnToxduxYky6u2bNns3fvXmbPno27uztQ05Rny5YtTJo0iZycHBwcHPD29kalUtG+fXvpHKuoqODSpUv4+/vX6zqt//d+4+/EFtQ8iJo2bRqFhYUsX77coBMn1NwnBwwYwJ9//slHH31kcL0rLi5m27ZtdOzY8YZiTH0pLi7mhx9+wN3dnZdfftlIENR1sf78888ZPHgwDz74IFDz4GHp0qWSiJmRkSG5HG1sbAyaNdU3vu732PqvU1FRwahRo7h48SJ//vlnvUpdyMjIyMjIyMjUh5sSBWUM0TUKAOpsrKHVahEEgdzcXC5cuEBVVRXp6em0b9/eZIFyfRISEnj33XcJDg5m1qxZBi6/srIykwLUCy+8wFdffcW+fft48sknjdYXFBQYNRwpLS2VGkvU7l7s4uKClZWV5Kgyh7u7u9ThrDaOjo6kp6dL/87Ly6O0tBRnZ2cKCgqorq5GrVazevVqevXqxYIFC4AaIVW/e21tKioqjCY6OTk5REVF8e6772JraytNpLRaLR4eHtJx06UJ69JPXVxcaNSoEQqFwki0utGE6W6cUNWO2dzcXKkBiKurq4H4UV5ezvXr16U6XdevX8fNzU1KT9N3xykUCql7sZ+fH6dOnaK4uBh7e3uSkpKwsLAgJyfHKJ4aNWpEcnKy5PqrL/b29lRXVxs4EvUpLy83+1qVSiXVHNQ5inQUFhaajXldHcXw8HCjtGOtVouzszMnTpwgLi6OoUOHcubMGfr06QPUlAjQCV0tWrRAEASaN28u1fHUR9dBFTBwqeoLIf81TJ0L+sssLCykeKmsrKSyshJ7e3saNGjAu+++y+bNm+nXrx8rV66kUaNGBt9fYWEhlpaWDBgwgOXLl5OcnCyVQzh8+DB79uzBysqKwsJCVq9eLb2utLSUioqKW/o869atw9/fnzFjxhjFkkajYfz48YSFhTFz5kymTJkivc/KlSsl56CFhQUeHh7S96vValEoFFRXV3Po0CFJmNaJTebiX+eGvV+5UWzZ2NiYjK0mTZqwatUqPvvsM1q2bMnOnTsJCgoyiAldbPXr14/t27cTGhoq3TuOHDnC0aNHJSH+dsVWXFwcDRo0kB726T+YUyqVvPnmm2zevJnhw4fz6aefSu+za9curl69ypIlS/D19TUbW2lpaRQUFEjNtNq0aVNnbN0vdXTvJvr06YNWqyUuLo68vDz8/f354IMP+OCDD/7tXZO5i3jppZfuyXFkZGRkZG4Psih4m6grvVQQBARBwMXFhVatWpGamkpubi5Xr16lefPmVFRUkJCQQMuWLSWBS61Wc+7cOd577z1KS0tZsWKFkfilVCpNioru7u5MnDiRNWvWsGzZMslBoGPfvn1GE0tdZzoXFxejdD0dWVlZrF69mvLycpo2bUrLli2JjY0lKyuL4OBgKioqzLqtnJycDOob7dq1C4VCwahRo2jUqBF+fn4sXbqUvLw8PvroIwO3mDmxB2pcbvrdmQEpXWvw4MEG34VO9AwMDAT+J7LoOkNDjYOzcePGJr/Duibj+gLx3+FmGrv8XWp/Rp0Q6urqauS4032vLi4uXLp0iWPHjvHAAw+QlZXF+++/z5QpUwgKCqJNmzbY2tpy6tQpIiMjJbdWSUkJDRo0oLS0lIYNG5qsa9mrVy82bdpEcHCwUdqTt7c3vr6+Jj/HkSNHpNRnU5jquK3DwcGBiooKFAoFnTt3NnBINmrUiBYtWph8nbOzM9988w2XL1+mY8eOBussLCywtLRk1apVODo64uvri6WlpcG5WlZWRmxsLK1bt6Z169ZUVlaSkpKCp6engVtIF9u6bqK670xfCPmviYOmzgX9ZUqlEgsLC7Kzs7GwsMDOzk6qu5ecnMz8+fN54403TLo+mzRpgrW1NRMmTOCHH37gzJkzTJkyBYA9e/aQn59PgwYNjLqNe3l58cADD5jc365du5qsJ5mcnMz3339PUFAQmzZtMvpMaWlpTJgwgdTUVH766SeDBzAFBQVs3ryZ7t27k5eXR9u2baXrt75zKz09naqqKho2bIi/v7/0/cr13Uxzo9hSKBQGseXi4kJRURHTp0/nyJEjjB07lq+//trktVoXW6NGjeK9997j2LFjPPXUU0DNPfP69evY2toadMeGumMLYOrUqUbL8vPzWbJkCVqtlh07dhhd70pKSpg6dSpHjhxh1qxZzJ07V4oDURSl+oPu7u7SfoNxbCUlJeHp6UlQUJAUX3Js3V3oC4LOzs4GGQy9e/dmypQpPPfcc/j5+bF3716j33syMoB0LbvXxpGRkZGRuT3IouBtQt+5Y64ph1KpxNPTk0aNGnH16lW8vLyAGjegbhKrc4qcP3+er7/+mgMHDrBo0SICAgJuan+ee+45fv75Z7799lsWLVp0w+114kNdrqrGjRvTqlUr8vLyuHLlCteuXaOqqoqWLVvSuHHjehfsh5qOsi1atJAmZ+Xl5Xz11Vf06dOHnj171nscU+gaOdQWa2JjY4mOjgZqujzrJuD6Yti/zY065d4OdDW4VCoVoiiSk5ODq6urQfH52o61wsJC9u3bx7BhwygqKqKoqIjs7GxefPFFEhMTcXNzIy0tDTs7O1q3bi117tSJrUVFRXh6ekqOTFO0atUKqOnu+U/WQtLVmKxPHUwdnp6eKBQKkpKSzI65ZcsWJk6cyIQJE6TzWpcOHBMTI8Vily5dpAk8YCB+6pyZtbldIvS/ha5+o7OzM/Pnz2fJkiW4uLgQEhIipaPXRUBAAI0bN+b8+fNAjVO1qKgIpVKJra0t5eXlaDSaW24YlJGRwYoVK3B2dmbdunVGxzo6OppJkyZRUVHBjh07jFKc16xZQ0lJCaNGjZKaPuhSOi9duiQ1ztHFfNOmTY1E47u1HMG/jS62dJ1XJ02aRHFxMStXruSJJ564YUdga2trunfvbtD1vLi4GEEQcHBwoKqqivLy8lsuV1BaWsoPP/xAeXk5s2bNMrrWXbt2jWeeeYYLFy6wdOlSnn32WYP1R44cITo6mpdffpmoqCgUCoUcW/coFRUVkiBoY2NDfn4+0dHRtGvXDhsbG65cucLEiRPp168fv//+u9lSFjIyaWlpAH+7VvF/bRwZGRkZmduDLAreJuqTPqqr2ebs7GxQU7Bly5YGf6EmrXDHjh3069dPcsLcDI0bN2bMmDH88ssvvPDCCzes06bb7+zs7Dq3UygUBAQE4OrqSlxcHO7u7jf9ZFrnzBs5cqS0bMuWLWRkZLBy5cqbGqs2BQUF7Nu3j379+kkiT2lpKREREQQGBlJVVYWdnR1VVVWSI8tUJ8Z/i9quxztB7RpcqamppKSk0LFjR7Pp7Lt37+bgwYMAjBw5EqVSyYkTJ0hMTGTo0KHs2LGDIUOGSIKWg4MDDz/8MHv27AH+V7evoKAAGxsbk+/h4OBA8+bNiYyMZMSIEbf1M5tDq9WSkJBw04JwVFQU1tbWpKSkmFy/bds2KioqeP755+ncubO0XJcOrKsZ6OPjg1arlZyObm5uJCcnG03ka+/z3e70sbCwwMnJie+//55Fixbx0EMPsWHDBho1amSQil4Xzs7Okuj8xx9/oNFoJGeqLu27vLz8pmpFAly+fJmffvoJa2trXnzxRaPXnzhxgmeeeQYXFxd+/vlnI5dYYmKiVO/N398fFxcXg6YPfn5+lJSUYG9vL6WO1+ZuLEfwX0EXWydOnGDYsGG4u7tz8uRJgoKC6v3QxdnZWWpQdfnyZakOqIWFBXl5eVRVVVFaWnrT943c3Fx++ukncnNzefHFF40mxFeuXOGJJ54gPz+fH3/80aj8R0FBAfPmzaNRo0YMGDAAd3d3ObbuYd59913y8vKws7OjtLQUHx8frly5QkxMDA0aNJAE5BUrVphsUCMjo0NXf/fw4cP31DgyMjIyMreHu3NG+R+krno8Go1G6pCamZnJ1atXKSoqkiYo1tbWtGnTxiA92MHBgYYNG1JdXX3LNX5ee+017O3teeWVV25Y86hNmzY0aNCAVatW1WtS7uLiQq9evQgICLjp/dOlc+rSeKGmALwgCPTr1++mxtJHq9Xy7LPPkpeXx2uvvSYtj4iI4MyZM8THx+Pu7k5mZqZBfcP/Ev+EyGNra4ujoyMqlQpXV1dEUSQvL096cmuKYcOG0adPH7p27YqlpSXt27eXnK7x8fEoFAqcnZ2xtramoKCATZs2UVBQIE16dSndvXr14vz58+zbt8/k+3Tq1ImkpCRJRLzTnDp1iosXL/L444/Xa/uEhARefPFFXnrpJVxdXRk7dqzJ7XTO3kOHDrFv3z6pSY9KpcLR0REXFxeaN2/O2bNnyc3NlZq9ZGdnk5iYKH0XWq1Wqs+oQyfq1m4MdLeRmZkppWI+/fTTJlPKzfHLL79w4cIFySHVrFkzoObBCyAJz+YE6NroGlL8/PPPfPPNN1hbW/PSSy8ZdaQOCwtj0qRJNG3alB07dhg8yAE4e/Ys/fv3R6PR4O/vD9Q4BPXFfq1Wi62tLWlpacTHx0v7rI/OCXq3ir7/NpmZmeTl5aFUKhk8ePBNdXqOiIhg+/btdOvWDahxHAqCIH1Puvv0zTzAycjIYNu2bXz++efk5uZK6Z76pKen89RTT1FSUsJvv/1mUG5DN8bDDz/MuXPneOCBB7CyspJj6x5H50DWaDQApKSkSPeCa9eu0bRpU1avXi0LgjIyMjIyMjJ/i7/9q1AQhGBBEEIFQdgoCMJoQRCG3I4du5fIzc0lMzMTqKn35+XlJYky5rCysuLll1/m6NGjhIeH39L7Nm7cmMWLFxMTE8MHH3xQp9jn6OjISy+9RFpaGiEhIfUa/1bEyosXL7Jt2zYaN24sdemEmvRSR0fHWxZARVFkwYIF7Nmzh+nTp9OtWzfKysr466+/CAgIoEuXLnTs2BFPT0+aN29eZw26ex39SaGFhQUdO3YkICDAwLVSUVFBbGysJCY3bNiQRx55hMrKSvLz8wHo378/jRs35vLly4wYMYJBgwYB8Oeff3LkyBGpQ2K7du0kEXDChAm0b9+exYsXm3TZ6SbiYWFhd/IQADUTrJiYGJ588kkeffTROrfNyclh3rx5jBgxgsjISKZPn86JEyekRgS1efDBB+nTpw9LlizhyJEjHD9+HPhfOrBCoSA5OZmEhASDGmWenp74+flJ34XOWajvcNKJune708fd3Z0JEyYQFBTEsmXL6mzWpE9YWBizZs2iT58+vP766wB06NABa2trSkpKEEWRhg0b4u7ubraUg47CwkKioqL4+OOP+e6774iJiaFnz57MnDmTJk2aSNtVVVWxcuVKxo8fj7u7Oxs3bjRyie3fv5+hQ4fi4ODAwoULefrpp43SiqFGTPLx8aFBgwZUVFT8YwL4/YS7uzsBAQH06tWLjRs31tmsSp/MzEwmTJhAkyZNWLJkCVDTVd3Ozo7y8nIqKytxdHTE3d2dBg0a1Hm/Ki8vJyoqii+++IJFixZx7NgxAgICeOONNwweiImiyJ49e3j88ccpLCzk119/JTg42GCsCxcu0K9fPylddMaMGXJs3Qc8+uijNGvWjPLycqytrbGwsJCaYzVt2hQfHx+5MYyMjIyMjIzM3+Z2PCqeCkwGokRR/A0wPUu+j3FxccHd3V1qYmFlZVWvekSvvPIKTk5OfPXVV7f83gMHDmTKlCmsW7eOhx56iG3btpltZtG+fXuGDBlCWFgYly5duuX3NEdkZCTfffcdzs7OvPbaawY/ZouKigwKaN8MOnfORx99xJgxY5g1axZQ09nxzJkzXLx4kQcffBA7OzssLS3x8fG5Ydfn+wlLS0uaN29ucEwSExOJj48nMTFRWubi4kKTJk2kFM2EhARJFJs6daokUg0aNIg+ffowaNAgLCwsGDx4MMePH6eoqAgLCwvmzp2LjY0N8+bNM3Kwuru706xZM06fPn1HP/P169eJi4ujWbNmvPLKK3VuGx4ezogRI9i2bRvjxo1j3759TJw48YYutPfff5+MjAyKi4tNNiJo27YtPXr0MEj/q/1d6JyF+g8Q7hWnj6WlJRUVFbRt25bo6Gj++uuvG74mPT2dSZMm4enpycqVKw3qwzk4OCCKotQ93dxkubq6mvj4eH777Td++uknoqOjcXV1ZcKECXz44YeMHj3aQHA9dOgQAwcOZP78+XTp0oVNmzZJjZl07NmzhyeffJKWLVsybdo0Hn30UTp37my2HqSjoyOtW7emadOmN53eLHNjLC0tyc/Pp0OHDpSWlhp0CzaHWq1m4sSJlJSU8PPPPxt8L7r7tc7xay62RFEkJSWFPXv2sGLFCg4dOoQoiowYMYIPPviAyZMnGzhir169ylNPPcXUqVNp0KABGzduNBIE4+LiGDx4MJWVlQwZMoQxY8bIsXWf8Nxzz6HVamnYsCEVFRVoNBpZEJSRkZGRkZG57dyOmoLpoiimCYKgU5rufKeEuwyFQiFNIuvrhoGaIuDPPvssixcvJjY21qjZSHl5udmi6SUlJZL49+abb9K1a1cWL17Mq6++ioeHB0888QQdOnQw+lE5atQoTp8+zdatWxkxYoSRG0lXS8kUWq3WbCfU69evs23bNry8vBgzZgzl5eVcu3YNqHEp5ufnY29vT2VlpdFrdakztbl69SoLFixg27ZtuLm50atXL/r06UNISAjDhg0jMDAQrVZLu3btjI67KIo31VjibqWueKtrXYsWLYxqUllYWODm5kZFRQVarRZ/f3/eeustVq5ciY2NjRRvDRo0kGphiaLIoEGDWLhwIQcOHMDZ2RknJyfefvtt5syZwxdffMGbb76JIAjk5+dTUVGBv78/oaGhREVFSYXT8/LyzIpg+jUSi4qKuHbtGq6urjg7OyMIglG86mpM2tra8uCDD5qN2dLSUn755Rc+++wzPDw8WL58uZTyV15eblZcr6qqoqKigp49e9KjRw927NjBxx9/LAmgulQvlUol1RvUfReiKBqck+YajfwXuFFsmZuw6h+34OBgxo8fT2hoKEuXLqVXr15mmx2VlZUxZswYiouLmTNnjtTAQx+dW9Da2togXnQNdeLj44mJiaG8vBwHBwc6duxI06ZN6dWrl7StzlF9/fp1du3aRXx8PN7e3qxYsYK+ffsiCIK0j9XV1fzxxx+MHz+e9u3b8+mnn9KpUycsLS0RRdHsMRJFEaVS+Z+pZfpf41ZjC/4XX8HBwVRUVBAWFsa3337Lyy+/bPaeKYoizz77LJGRkcyaNYuMjAypXiXU3INUKhWlpaWUlpYapGuKokh+fj5JSUmcO3eOwsJCrK2tCQgIwN/f3+CBgC62/o+9Mw+Pqrr//+tMJstkgyyELIQkkAQh7CCyCyIqiPuuqLjv1n7VttaqaK3VWqv1ZxVr3VHcpUCRAsqOgIQ9LAlLQkggZCEkk8k2M+f3R7i3M8nMZJIMZOG8nidPknvvnHvuve9z557P/SxVVVX897//ZcOGDXTr1o3nn3+eG264AaPR6KStPXv2cOmll2I0Gvnqq68ICwsjKSlJaasL8emnn7pc/vPPP+svZ7XnMJvNRrdu3UhKSlIGQYVCoVAoFD7DF0bBKCHE+0CcECIBMPugzU6Hpwe0tnj0PP7447zzzjvMmTOHDz74wGmdv7+/W8NWz549nQx6N954I9dffz3ff/89f/zjH/n73//OyJEjeeaZZ5qEIR09epQ//vGP7Nixg8cee8yp/+np6fTo0YPMzEx27txJdHQ0Y8eOpX///mzYsKFJWK6Ukh9++IEFCxYwatQonnnmmSYeVkajkUWLFtGtWzeXHnyNc41VVlbyyiuv8MYbbyCl5N5776W+vp5HH32UTZs2UVBQwI4dOxg/frzTZL9xv852PGk2KCiIjIwMl+v8/f2xWCxs27aNYcOGNTFaNW537NixhIeHs2TJEt58802EEIwZM4bKykpefPFFLrjgAh599FE9B1j37t1Zvnw5paWl+oTaaDS6TJoPDfnkSktLmT9/Pps3b9aXR0ZGMnLkSIYMGcLQoUOJjY2lvLycxx57jPDwcP7+978THh7uMt9YXV0dzz//PPPmzWPq1Kl8/PHHTpUd7Xa7W0/B2tpahBAIIZg9ezYXX3wxjzzyCP/617/05e5obn1XwGg06sfo7+9PWFgYgwYNYuHCheTn5zulFdDQxvmhQ4f4v//7P2JiYpq8QHjooYcICwvjN7/5DSNGjOC2224DGoozLFiwgO+++46qqipGjx7NLbfcwogRIzAYDEgpnTRQUVHBq6++yjvvvENQUBAvvvgiDzzwgFPOV42lS5cyc+ZMhgwZwtKlS72u/nk2XOf2QvsO8ff3JyAggKSkJNasWcPixYuZNm2ay/P++uuvs3r1aq699lqGDBniUltJSUk8/vjjREdH8+yzz+rG4SVLlrB48WKOHz9OWloajz/+OJMmTdINh46hwlarlQ8++IA33niDyspK7rjjDmbPnt0kdyU0pNqYMWMGBoOBn376Sa8m3BxKW52X3Nxcli9fTp8+fXQv/SNHjgDwwAMP8Pbbb7dn9xSdmMcff7xLtqNQKBQK39Bmo6CU8nEhxKXAACBLSrm47d1SaERHR3PXXXcxZ84cnnvuuRZX+nXEYDBwzTXXMGXKFL7//nteeeUVrrjiCiZPnsz777+vh4XGx8dzww038Omnn7Js2TImTpzI3r17ycrKYseOHXqeoqioKE6ePMl3331HREQEffr0Yfz48aSnp+Pn54fdbufrr79mxYoVDBs2jOeff96tZ2NlZWWTkLzGVFRUMG/ePF544QWKioq46aabeOGFF4iNjWX37t2kpqbSt29ftmzZwvDhw4EG76JNmzZRV1fH2LFjCQ0N1durr68nPz/fY6XXroCUUq9W66vJ4tatW/Vcl+4Mrxr+/v5MmTKFJUuWOHn5PPXUU+zatYunnnrKaeKs5X385JNPyMnJ4aKLLnJ5fQoLC/nxxx9ZsWIFlZWVxMbGcu+99zJu3Diys7PZvHkzmzdvZunSpQB6xe/y8nJeeeUVevTo4bIAT3FxMQ899BCbN2/m8ccfZ/bs2R69SmtqaigvL3fKQadx/vnn8+yzz/LCCy/Qq1cvLrvsMoYNG3ZGqkx3BOrq6igoKCAhIYGAgADMZjMbN27Ez89PLxJit9u57777WLt2LW+99RZ/+tOfmrTz6quv8u2333LdddcxdOhQt/uLjY3l/PPP56effmLkyJFs3LiR1atXY7VaueCCC7jtttuaeFxrWK1WPv30U1566SWOHz/OzJkzefbZZ4mPj3e5/fLly7npppvIyMjgv//9r9cGQYVvcKWt9evXOxXg6N+/P2PHjmXdunW8+eabTJvWNOXxkiVLePbZZzn33HM95hYNCAjgyiuv5MMPP2TdunUcP36cpUuXYjabGTZsGE899RSjR492eY+VUrJs2TKeffZZ9uzZw/nnn8/LL79Mnz59XHoC5+TkcOmllyKlZMWKFV4bBBWdl4MHD/KXv/wFi8VCTk4OiYmJumH573//u1PxNIWipVx22WVdsh2FQqFQ+AZfeAoipfwP8B8AIcQ0KeUPvmi3M2K323UDjK9yfj322GPMmTOHN998k9dee63N7RmNRm677Tauv/56PvzwQ55//nlmzZrFv//9b32b888/n127dvHNN9/w7bffYrPZCAwMpE+fPlx33XWMGDGChIQELBYLv/zyC2vXrmXTpk1kZmYSEhJCcnIyZrOZvLw8pkyZwoUXXujWIAgN3jx9+/Z1u17zmNSMe/PmzWPixIlUVFTw0Ucf6WFZI0eOZMKECVgsFrZu3YrZbOY///kP9fX1BAYGcv755+tt5ufnc+DAAQC3XmhdAcfwWlcT0JYYDc1mM9u2bdMNK8OGDWt2/1JK+vbty/fff8/evXt1ryyDwcB7773HgQMH9HxumtH7d7/7HQsWLGDFihWsWbOGqKgoevfuTWBgIIGBgWRnZ3P06FEMBgNDhw7l1ltvZdSoUbrxrl+/flx22WVIKdmxYwfbtm1j+/bt5OTk8OSTT7o1DBUVFXH11Vdz4sQJXn/9de677z6Px/b999/z4IMPUlxcrBsGpk+f7rTN7373O7Zv385f//pXKisr2bNnDzfffPNZYRgsKCjQC6mkpKSQmZnJDz/8QHFxMQaDAZPJxNatW/H39+fyyy/ngw8+4Omnn3bycv7xxx954YUXuOGGG7joooua3eeVV17JihUreOmllzAajUyYMIFJkybphXBcsX37du6++26ys7M577zz+OKLLxgxYoTb7Tdt2sSNN95Ieno6S5cu1V+oeIuUkqqqKp9+T5xtuNLW/PnzqaqqwmAwMGHCBHbu3El2djaXXHIJ77zzDjt37nTK2ZeXl8cdd9zB4MGDufPOO5u9/51//vksWLCAOXPmADB8+HAuuOACrr32WrefOXbsGPfeey+rVq0iJSWFuXPnMmPGDKcwdEeKioq49NJLsVqtrFixwumFiTcobXU+SkpK+Mtf/kJwcDC33XYbH374IQaDgaSkJFatWuWyqIxC0RL27dsH4PbZp7O2o1AoFArf0GajoBDiV8DdQAgggHDgrM1u7WiAcfRKs9lslJSUEB0d7VUuO237bt260bt3by666CLd48lXBAUF8cADD7B3716+//57p3VCCGbNmsWnn35KTEwMGRkZ9O3bl5MnTzpNqkJCQpg0aRKTJk1i1apVlJeXs3XrVnJzc/Hz8+O6667jggsucJu3Df43ubv99tvdblNWVkZdXR39+/fnyiuvpK6ujnXr1lFZWcmxY8eIjY11CgHcvXs3u3fvJj4+noyMDCIjI5tM8rUKr45Vd7simoHFXbXaxkZDT5PKzMxMduzYgd1ud/IQNJvN/Pjjj0BDVeKwsDAANmzYwO9+9zvWrFlDWlpaE2+q0NBQvv76ayZOnMif/vQn/vKXv9C9e3diYmK4++67ufXWW1m/fj1LliyhoqKCmpoaampqiI+PZ/LkyUyaNAkhhFOxDkeEEPTu3ZvevXs3W2EY4PPPP+fYsWN8//33bsOnNdauXcstt9zC4MGD+dWvfsXnn3/O9ddfz4QJE3j11Vd1jzaDwUBCQgI2m43IyEgqKirYtGkTkZGRpKenuwxL7Spo6QQSEhKoqakhODiY3r17YzAYEEKQkZHBqlWr2LZtG0ePHqWurq5JaP9f//pXkpKSeOutt1i4cGGz+4yKiuLNN99ky5YtjBgxgoiICL1AhCt++ukn/vSnPxEREcFnn33GpZde6tE4ZLPZeOyxx4iOjubf//43VqsVm83m9r7u6t7v7ntC4T2utJWSkkJxcbF+/YqLizl48CC9evUCaGKEe/fdd6murubzzz/3qriR0WjkueeeY9++ffTq1YvExESP2tq7dy+///3vKS8v59VXX2XWrFlO+QhdMXv2bIqLi1m9ejXnnHMORUVFbp8blLa6Ho73v4yMDGUQVPgE7QXnypUru1Q7CoVCofANvvAUnAFMlFKeABBCXOmDNjst7gwwJSUleuJybxKAa9vb7XZ69OjByJEj+eGHH6isrNQNLr6isLCQlJSUJstDQ0N54IEHvG7H39+foUOHegzvc8XixYsxGAzMnDnT7Tb/+te/SEhI4OWXXyYrK4uBAweSmZnJgAEDmDBhAqNHjyYoKIiqqipMJhMDBgzQ84WVlZURFxfX5JpolV67OkIIj8UqGmvWYrHoE13HSWVpaSlZWVn07du3iYfghg0bWLBggb6vqVOnMm/ePG699VZiYmJ46623uPvuu10W50hKSuLrr79m6tSpvPTSS/zxj3/UDWWBgYFMnjyZ+Ph4t9eqvLzc+5PhAavVqhsoBw8e7LbADTSE91199dWkpKSwePFiIiMjeeKJJ/j973/PJ598wpgxY7j99tuZPXs2u3fv5u233+aqq67i9ttv59ixY/j7+5OVlQXg1qDZFQgICCAlJQW73U5mZiYHDx5k3LhxVFVV6WHU/fv3Jycnh8OHD3PxxRc7aTUnJ4c1a9bw/PPPt8izMjIykgsvvNDjNlJKPvjgA9577z1GjRrFZ5991mwKA4C5c+eyY8cOPvroI/z8/Jq9r7u69zdnqFc0jyttTZo0ierqav3+FBoaSmxsLIcPHyYxMdHpxVBtba1uBE5KSvK64nlkZCRjxoxpdjvNwzUmJoalS5d6Nc63bdvG3LlzefDBBxk0aFCzzw1KW12HtLQ09u3bx7vvvktcXBzXX3+9V574CoVCoVAoFG3FF0bB/wJhwIlT/3foDNdCCD8ppU0IIeRpqDZhMBhcvp2Pjo52+t0c0dHRWCwW8vLyCA0NZdCgQUgp2bZtGxMmTPBpnw8dOsTAgQN92qa3WK1WlixZwrRp05oUKXHEz8+PF198kdzcXL744gv+7//+j5CQEIYMGaIbSauqqnRjVkhICMOGDdM9j3r06IHFYmlybaxWK6WlpURFRWE0GrHb7VRXV3eZ0CtvQoMbGw2Dg4ORUjaZVC5cuFCvlgkNofLaORo9erRe5Xf06NEsWrSIO+64gwkTJrBw4UL9vLvK4QcwatQoHn30UV577TXeeOMNnnzyyTN+/levXs2xY8d49tlnPW5XUlLCtddei8Fg4Le//a2e79BoNPLEE0/Qp08fdu7cyQcffMA333xDcHAwaWlpPPPMMxw+fJj09HSio6MxmUykp6frmjOZTJ1Wc5rOAgICKCsr08eThsVi0QsGJScnOxVyOP/888nNzeW9997j5Zdfdmr3448/xmg0enxh0Bpqamr44x//yI8//sj06dP56KOPvPLYrKys5Pnnn2f06NFceuml7Nu3j7i4OI/3dVf3fiGE8uLyEsd7mN1up6SkxElfjtrq06dPE20BXHPNNTz44INO42vhwoWUlpZy5513+rS/drud999/n/fff5/Bgwfz3XffNSmW5QopJb/97W+JiorikksuYefOnQwYMID4+Hi3+lLa6vxs3ryZLVu2EBYWxjnnnIPdbmfQoEHKIKhQKBQKheKM4Quj4HPAg6cMDlr48PceP9FOCCF6Aw8LIf4upSw4XYZBV/j5+XnlIQgNE9b9+/dz4sQJjh49SkBAAOHh4QC88MILnHvuuURERBAcHEx0dDTdu3cnIiKCtLQ03Zumrq7OrYGhtLRUNwJZrVYOHz7M1KlTOXGiwa6r/XZFRUWF7pnQmOrqaj23X2Pq6upchllt2rSJsrIybrnlFpf5lQAn48Lzzz/PggUL+MMf/sC8efOw2+16uE1QUBBSSv233W4nMDCQ4cOH60YXbVut4EVpaamTp0V1dXWXCr1yl09QCztrbLzR1lVVVREUFORkSLzssssQQjB+/HjMZjNSSr3NkJAQLr/8csxmM59++im/+93vSE9P56OPPsJqterefGaz2a3X4pAhQ7j11lv55JNP+PDDD7n11lv1dfX19W71YbFYKCsrc3sOtMI4rrDZbPr5+eyzz4iMjOTcc8+loqICKWUTb8Gamhquu+46jhw5wquvvkpJSQlr166le/fuDBo0iAMHDtC9e3dmzpzJQw89xFNPPcWPP/7IV199pYcOQ4OXk2aId7xGviwGcybRjqG6upqTJ0/qhniNwMBAIiMjSUhIwGq16pVhrVYrdXV1LFu2jMDAQKZNm6aPx7q6Oj755BMuuOACbDYbhYWFlJeXu/UYrKqqcnutrVarfm86fvw4Tz31FDk5OTz44INcf/31+Pn5YbVaXX7W8Xr89a9/5fjx47z44ovs3buXzMxMhgwZ4tLTWqMl935FUxzHh9lspqioyElfjtqChu8hR22tWLGCuro6rr76agoKCvTvxTlz5tCrVy/69evnM23V1NTw4osvsmrVKqZPn87jjz9ORESEW23V19fr3tP//ve/WbduHXfffTfBwcFs3LiRmpoapzy4jVHa6hxs2bLF5fINGzZw9OhR/f/Q0FAyMjIYN27cmeqaQqFQKBQKhU+Mgk9KKedo/wghpnvauJ25BngCCBJC/E1KmXsmDYPNoXkMHThwgL1799KnTx/69u1Lv379qK6u5oorrmD9+vWsW7fO5SQjOTmZhQsX6qGz7owL4eHhuldMXl4e9fX1pKWl6Z5hnhLyHzhwwO0kZMCAAW49Do8dO+ZywvWPf/yDmJgYZsyY4bEQiUZiYiK//e1vee6551ixYgUXXHCBPskzGAxOodVCCIQQ+Pn5NTHwaescPS2EEF0u9MpTOLs2GWl8PUtLS12ui4qK4vbbb8dsNpOZmcmIESMoKyvju+++4+qrr6ZHjx588803zJ49m+joaL7++usmOQT9/PzcVnq+8MILufzyywkMDOS9994jKiqKgQMH0qtXL4YPH06fPn306+RIQUGBRwOuxWJxu666upq4uDh27tzJypUreeSRR+jduzeAbmDWsNvt3HXXXWzcuJHPP/+c6dOns2HDBmw2G5s2bcJmszF8+HCklAwZMoSQkBAWLFhAXV0dAQEBerGeqKgop2PQxoVmtDabzZ3OU1U7hujoaEJCQoiIiHA6xsZjUMurplVl3bx5M5dccgndunXTDUBvv/02ZWVl3H777fq9YcKECW5DfA8cOOCx4Ee/fv3YtWsXjzzyCJWVlXzzzTdMmzYNq9XqdJ1dsWrVKubNm8enn37KRRddxE033cTu3buprKzs0jkhOwKO40N74RMZGanrq7G2tJcOUkp+/PFH9u7dS+/evRk9ejR5eXn4+fnx008/sWHDBp566ildi23VVnFxMddeey2ZmZm8/PLLPPLIIwghPH6vBQcHs3v3bj7//HM+/PBDBg4cyKuvvkpOTg7V1dVIKZ0qtiu6DlohLWjITwvwzjvvcP/997dntxSdkOTkZPLy8lyu04q3KRQKhULhiTYbBR0NgqfwLj62ffgMuArwA54SQrwkpcwTQhiklE2TnbmgcYjrc889x+zZs1vVmcbeWpqXWkJCAgaDgdTUVN2AsmfPHgYMGEBqairTpk2jqKiIdevWMXToUPr27cvatWt5++23GT9+PN98841XOY8AcnNzgYaHCl9RWFjICy+8wPHjxzn//POZPHmyy/CnwsJCVqxYwQMPPOCVQVDj0Ucf5eOPP+aJJ57gnXfeoX///uzdu5fBgwdTXl5OdHQ0eXl5pKamNjvZNxqNxMbG6v+7C/9ujsZVp2fPns3zzz/f4nZ8qS9wn09Qux5RUf+rCVRXV8eRI0eIi4tz2qYxe/bsYffu3dTU1HDgwAE9UfRll13Giy++iBCCb775xum8tqS/r7zyCidPnmTu3LlNjN+BgYHExcWRmprK1KlTmTZtWov30RgpJU8//TSRkZE8/PDDbrd79tln+eqrr7j77ruZPn0627ZtY+zYsUCDIWL48OEEBwczZswY3aBXW1vL/v376d27N6WlpSQkJHjUureeqq3RV0u11ZJK6gaDQddZz549nTwsa2tr2bt3LzabjZMnTzJgwAD279+v5x61Wq0UFhY6VXA9cOAAb7/9NjNmzPD6XtYcq1ev5oYbbiA4OJjly5d7zPEmpWT79u188cUXfPnll7rhOS0tjccffxyTyURKSgrjx48nJSXFYzGIzkZH1hZAjx49dCOZpq2goCB69uzJL7/8ghBC10xSUhLLli3j4Ycf1j9TVVXFs88+S1pamsfiVi3h0KFDXHHFFRw5coR58+Zx2WWXedw+Ly+PL774gnnz5rF7926MRiMXXXQRM2fOJCwsjIyMDKSUREdH6wWWuoK+zoS2OgPFxcW6QVDj97//vTIItoHWPnN1BfLy8poU6GrMH/7wB5/sq6O1o1AoFArfIFrrJCeEWCSlnCGEOIFzPsFwKWWHqz4sGmYEocDXwC9AAlAPvCylPCSECJFSVrn5bDxQAA1eSfHx8S3at7tzXFRURGFhIfHx8fTs2VP3FKyrq2PVqlVMnjxZNwzU1NSQmZlJbW0to0ePxmAwsG/fPs455xxMJhPV1dUsX76cp59+Wk9WfeONN7rcb0lJie7d8pvf/IZPPvmEXbt26Uag4uJit8fiyVNQSsm6det4/vnnqa+vJykpiezsbAAiIiKYMGEC11xzDRdccAEAL730Eu+88w6rV69m5MiRXpzJ/7F48WKuvfZarr32WsaPH09tbS2JiYn06NEDq9VKRUUF/fv395grUQjRosmpJ8xmMxUVFYSHhzcx5hQWFjpObBKklE7x123Vlyc8je/GHigHDx7kwIED9O3bl5SUFLfeKRaLhTVr1tC9e3dCQ0NZu3Ytl1xyCZdddhm5ubksWLDAbbEZi8XitlCOxWJxmvzb7XaOHz9OQUEBOTk5undjYWEh27Zt48CBAwD079+fK664gttuu82lEdiTp2BxcTFLlizhlVde4W9/+xu33HKL0/nRjKbvvfceDz74IJdccgmff/45u3fvZuPGjYwYMcKpCrP2OU1LWVlZ7Nmzh/DwcIxGI3369GkSalpZWUlRURE9e/YkJCSkxTktPemrLdrypGntOAGXORFtNpuunz179rB69WqOHDmCn58fycnJVFRUMGLECMaMGcP999/P559/TmFhIWFhYRw+fJibb76ZPXv2sGzZMqcw5NLS0lZ5cy1ZsoTnnnuOPn368O9//9up4rijp2BVVZWeD27Pnj0YjUYuvvhihg8fzsCBA+nWrRuhoaEEBgZyzjnnIKXUK6Br93Fv6QzeX+2tLWiqL1faMplMBAcHs27dOoQQXHPNNYwZM4a3336bxx57jHXr1jFq1Chyc3N55ZVX+Ne//sXXX3/tVHiktdratWsXjz/+OFarlW+++YbRo0c7rddeAlitVr799lvmzJnDunXrgIb8q+eddx4jRowgMTGR9PR0fvnlFyZOnEhYWBg1NTVUVFS0WF9ns7Y6Io7hw/Pnz2fVqlVO62+55RbuvffeM92tLsvZpC1oGO8dJOCpTXSG42jueV6hUCg6K23xFLz61O+7pZTfags7cvVhKWWlEOJfQDFgBx4AHhFCrAcGCSFel1KWt3U/3hqaGntraR4Ry5Yt0x8aNY8Du92OEILRo0froaCDBw/WPQdMJhOXXXYZEydO5KqrruKhhx5i5MiRpKameuyrlovtoosu4qqrruLaa6/1uhiKIzU1Nbz00kssW7aMiy66iL/+9a+kpKRw9OhRVq5cyQ8//MDatWtZsGABQ4YMITo6mh9//JFLL71UD9f0luLiYj7++GOgIcfh5ZdfTl5enpOn4IEDBwgLC8Nms3n0rnDMV9WWHILtFXbsK6MmQK9evZx+u8NkMjFlyhS9QEtGRgaHDh1i7969nHvuuQwYMKBN/dAwGAzExsYSGxtLampqk3ObnZ3NDz/8wL///W9efvllPv/8c5555hmmTJnisd36+nrWrFnDokWLWLlyJXV1dUyYMIGbbrrJ5fbvvvsuDz/8MJdccglvvPEGYWFhDBw4EKvVyvDhw93up7q6mvLycpKTk+nXr5/uKaihFbnRwhe1Y+4ouSy91bSjd6OjUddqtVJWVqaHbprNZnbt2sXkyZPZt28fJSUlHD9+nD179pCSkqIbi202G9nZ2fTu3ZvIyMg2HYPVauXvf/87c+fOZezYsXpuR0fsdjurV6/m008/5dtvv8VsNjNmzBj+3//7f0yfPp38/HzdC3TPnj0sXboUIQRBQUH0799fN1Y1vm96U+TnbKUl90tX+mqsLSklJ06cYPLkyQQHB9OnTx9++OEHvaJwRkaG3t7u3bsJDw/3SeX57777jpdffpm4uDj+/e9/069fvybb7Nq1i7lz5/L5559z7Ngx0tPTef7557nxxhuJiYlh+/btur4WLVqkh5LOmDGDkJAQgoKCmuhLaatz8uOPPzYxCP7qV7/i6quvdvMJhcI3bNu2DcDtC9vO2o5CoVAofEOrjYJSyrpTv79tvKpNPTpNOOQNNAL3SSlvPvUw/RRwI3AnDYbCNuOtocldkvDJkyc7/YaGL9DMzEyg4Ut027ZteuXd2tpa9uzZQ1BQEH379mXu3LkMHDiQRx55hMWLF3ucNLzzzjtcc801fP7557z77rv84x//ID09nRkzZjB9+nSvPBOOHTvGb3/7W3Jycnjuued4/PHH9X3GxcVx0003MXnyZIxGI9988w1vvvkm+/bt49lnn+Wuu+5q0ZvBxYsX8+CDD1JeXs4jjzzCiBEjKC4u1pOxa94ccXFxHD16VA8rc4evjHntZcxpq1HTbrdTWVmpV/DUJsrNXROj0eh0XlNSUnjnnXe45557+PWvf81bb7112ier6enppKenc+2117J9+3aef/557rnnHmJjYxk3bhxCCN2zSMuxabFYWL16NRUVFURGRnLVVVcxa9Yshg0b5rK/f//733niiSeYPn06U6dO1Qv+mEymJh6CjdG8BIcOHUpYWJiTh2RdXR3btm1DCEGvXr2Ii4tzW+SgvfBW04453xwpKyvTPSCHDBnCli1bsNlsrFixgsjISDIzMyktLeW8887jzTffxGw2ExoaitFo5JlnnuH//u//+OSTT7jjjjuw2+0UFhaSmZnJ8ePHyc7O1ou6DBo0iMGDBxMeHk737t3161haWspvf/tbMjMzueGGG3j33XedDLCHDh3is88+4/PPPyc3N5fQ0FCuuOIK7r77boYNG8b27dvJzs5m9+7dAIwfP54+ffpw/vnnI6XUx4q7+7i7Ij+Klt0vXenLlbby8vLo06cP9fX1rFy5kk2bNukpDLZu3aqP16effporrriCF198kddeew0pJSUlJWzevJni4mKys7PJycnBz8+PgQMHMnjwYLp160a3bt2c0gK8/PLLzJ8/n9GjR/PVV185Ge1KSkr4+uuvmTt3Llu3bsVoNDJt2jRuvPFGLrnkEnbt2kXPnj3ZtWuX/r0+fvx4Jk6cCKD/Btf6UtrqfOzevZtFixY5Lbv88st9mrpFoXDHY489BqCne+kq7SgUCoXCN7TaKCiEOERTA6BWfbhDhQ87FhORUn4hhNCSSZmBRGAj8BsgRghxgZTyeFv215yhqbm3/N26dePKK68E0HNzaW/TNINgZmYmfn5+jBkzhv3797N+/XqCgoIICgoiOTmZP/3pTzz88MN89NFH3HHHHW776u/vz7Rp05g2bRolJSUsWLCAL774gr/97W+8/vrrjBo1iiFDhpCamkrfvn31SokaW7du5emnn6auro5XX32V++67z+O+brrpJq677jq96ALgtjKjI1arldmzZ/O3v/2NQYMG8dRTTzFmzBhsNpuTF4hGVFQUNTU1FBYW0r17d7fFADqSZ1ZraKtRs7q6mry8PMxmMwaDoU2VLO+44w5WrVrF3Llz6d27N7/97W9b3VZLGTduHIsWLeLjjz9m/fr1/Pzzz3qSfpvNplepFkIwYcIEZsyYwejRo7FarW49Vd944w1efvllrrnmGi666CJ27drFmjVrnLw6LBYLW7ZsYfjw4fj5+bF79278/Pw455xzdF2mpqaSlZVFcnIyVVVVREVFceTIEUpLS/Uq4o6ht50Nx5xvtbW1ZGdnk5qaqnvkab979epFTk4OERERdO/encGDBxMcHMzhw4ex2+1kZmbqxv0rrriCBQsW8Mc//pHPPvuMY8eOOYWBx8bG0rdvX4qKilizZo1+n4yKimLAgAGkp6ezYMECKisr+eMf/8iMGTMICAhASsnChQv5xz/+wZo1axBCMGnSJK6//noCAwMZP34848aN4+eff2bLli3079+fESNG6B6hgYGB+r1Yu4+HhIS4vI93taJF7UVjfWk5Onv27Klrq0+fPmRnZ5OVlUVxcTFJSUmkpqYyYMAAXn/9dX755RfdKNi/f38eeOAB/t//+38sWbKEwMBAvTo6QPfu3UlPT6e2tpZPP/2U2tpaoOGlS//+/enfvz+//PILe/bs4e677+b+++/XDYK//PILf/vb31i8eDH19fUMGTKEW265hXPPPZfAwEAGDRrErl279HDSwYMHO3kch4eHM2PGDKWtLkZmZiZz5851WvbrX/+6xVESCoVCoVAoFKeDtoQPz5ZSfiyESAT60OCMt1oI4ZvM3a3kVL6QPkAFkC+lPCGllJphUAjhD0QIIf4O9ANuBq4FbgCu9tYg6ClsszlDU+O3/I29surq6vRcgwaDAYPBQHBwsF7UYOjQoVitVrp3705dXR09e/YkICCAYcOGER8fj91u55ZbbuGrr77i6aefZurUqXrxCGgwsLmqABsZGcmsWbOYMWMGeXl5/Oc//2H58uW8//77+qTbz8+PxMREkpOTiYiIYMGCBSQkJPDyyy+TmJjo1sBntVr1NrSKjNr/9fX11NfXuz1fFRUV3H777fz0009cd911jBw5kuTkZI4cOUK/fv0IDAzEZrNRXV2thx0ePnwYaAgxNRqNLnMLdoWwq9YYNbUJp8lkwmQykZSUhMViISoqCikl9fX1HDlyhMTERJdFMex2u0sDlsVi4dlnn6WoqIhXXnmFxMTEJiG5jlqvq6vD399fvw42m82pQIUj1dXVbo/HYrHoer7tttu47bbbnNZ7MjrX1tY2MXRLKXn55Zd58803ue6665gzZw4bNmygqKiIUaNG6TnOsrOzKS8vZ/fu3RgMBiIiIli/fj3+/v4YjUYyMjIYOXKk7jFYVlZGt27dgP+FaEdERGCxWDAajfoEv7Po0pU3aU5ODpmZmezevZtevXoxZMgQDAYDdrud3bt3Ex0dTa9evZg8eTJWq5UPPvhA19KGDRuYMGECdXV1QEPi+K+//potW7Ywbtw40tLS6NmzJ+edd57usQkN2tizZw8rVqwgLy+PPXv2sG7dOuLj43nzzTdJT0/HZrOxbt06/vCHP7Bx40b69OnDr3/9a4YPH87UqVOpq6vjq6++Ijw8nLq6OgYPHozBYGDgwIGEhYVRX19PXl4e8fHxutaqq6uprKx0W8xHWy6lpKqqSoV6tgB3nsrbt29n3bp1xMbGctlll+naOnr0KNXV1QQEBDBgwADOPfdcfvnlF+rq6khKSmLDhg3Y7XZqa2sxGo3cc889dO/enf/85z+kpqaSmppKbGws5513nlOF8/r6evbv389PP/2ka2vevHkEBgby2muvMWnSJKSU5OTkMHv2bL7//nuioqKYNWsWN954I3a7nb59+7JmzRqSkpIwGo0MGDBA11ZgYCDnnXee/n3fUm1p50qFErc/7nLXfvPNNyxdutRp2e23364MggqFQqFQKDoMbQkf/vjUn72BScB1wECH5WccIUQa8C1wAJgI/CSE+ExKOf+UQdBPSlkvhHgfeB34s5RypxDiSRoMgru93VdLwjYbP6g7vuV39RB/+PBhtm3bxtChQ0lNTW2yjcFg4OjRo1gsFoQQrFmzhry8PHr37q2HxwUHB/Puu+8ybNgwnnzySb755hu9nfj4eI8VUGNiYhgwYIBe2bW2tpZ9+/axe/duduzYoVefXb16NdOmTePDDz+kW7dubo2N0FDd2N26+vp6t15S27dv5/rrr6ewsJD333+fmTNnkp+fT48ePcjNzaVPnz5YLBa2bt2KlJL9+/eTlZVFXV2d7q2Vnp7udA4dJ1Gd1TvLW1zpq6qqyskorYXGaRw5ckQv4tGnTx89951WJVsLxW1McHCwnlvrsssu47HHHiMtLY0LL7yQkpIStm3bxtatW9m+fTvbtm1j37599OnTh9tvv53bbruNuLg4t5NaKaXb3JABAQEeQ+g8heVqocWO+3n88cd1Y9JNN93EgQMH+OGHH8jPzycjI4PExETd+HXOOecwZMgQhg0bhp+fH9XV1QghSEtL048lLS1NDzc1m816FdE+ffp06gm9lLJJgZG0tDR27NjB9u3b2bx5M1lZWdx8882EhIQwcuRIrFar7i1VWFjI4cOHqampITU1lV9++UV/6QCQmJjIueee67RPm83msphMWloal156qX5fs1gsBAYG6t6bv//97/nPf/5DfHw8//znP5k1a5a+bXV1NZ988gl79uwhOzubhx56iIEDBzJ27FhsNhvFxcWcPHmS3Nxcp7Bh7Zo1d+0cx1tn9ko+k7jSFvzPUzAvL4/KykpdW3379qWurg673U55eTmbNm1i48aNmEwmwsPDdW317t1bv4/87ne/43e/+53etjttpaSkcMEFF+h6qaurQ0pJYGAgx44d48UXX+Rf//oXQUFBPPvsszz++ONOqQIWLFjA6tWr9WJbgYGBurZKS0vbpC1Q+urIrF+/npdeegmAffv2AfCPf/yDO++8sz27pVAoFAqFQuFEWzwFAZBSrgPWCSHcl3k9AwghwoE3gBellF8JIaYDs4DXhRAmKeU8/hfunA3cJKUsOPX/PVLK2pbsry3hO815dwUFBWEymVxOUKAhROnQoUOkpaVRU1NDQEAAiYmJDB482KmibGxsLDNnzuRf//oX33zzDdddd12L+woNIXODBw9m8ODBXH311fqkymq1ejQutpV58+bxwAMPEBkZyeuvv64/SPft2xdoCL0ym8188cUXlJaWMnz4cIYMGUJycjK5ubn079/fpbHIV8VFOguNvVqb066jUQYacrMdPXoUwGV4cXV1NTt27GDw4MG6Z9QHH3zAjBkzuPrqq4mIiODIkSNO7VdXVzNx4kSklDzzzDM8++yzTJkyhdtvv50rrrjitOTXk1Jy8OBB/P39iY6ObnL8drudhx9+mH/+859cdNFF3H333UyaNAl/f3/S0tJ0IwVAUlISO3bsYODAgXqhIMBlFW0tbBCa5v9y5wnUGXBVACIwMJCrrrqK3r178/PPP7N9+3aSk5OZOnUqYWFhTJ06lfXr17N582b69etH7969ycnJQUrJpk2bfFZ5MDg4mCNHjvD888/zySefEBoayqxZs/j973/PgQMHqK6uJiQkBIvFwqFDhwgMDCQ0NBQhBEVFRbpncWlpKYWFhURHR5OamupUtVgLa23OaKNCPVuOu+I1I0eORAjRRFtaWPeaNWvYsWMH/fr1o2fPnuTk5BAcHMzOnTs5evSo08uP1hIQEEBlZSUvv/wyr7/+OrW1tUybNo0XXniBoqIiwPmeGxMTQ21tLRaLhaqqKr3YUGlpKceOHSMyMrLV2gKlr47Kxo0befjhh52W7du3j/T09HbqkUKhUCgUCoVrfGnRae8CI9U05AjcDiClXCyEKAXeA94UQlRLKeef2jZVSrlVnHribqlBEE5vLroePXqQnJxMjx49XK7XvGdGjhyJ0WjE39+fuLg46urq9DxEAJs2bSIhIYHhw4dz8803c9999xEXF0dsbCzx8fHExcURFxdHVFQU1dXVmM1mzGYzlZWVVFVVYTabqa6uJjExkXPOOYdrrrnGaVLlrUGwqKiI+fPns3//fj2Je1VVFRkZGQwePJihQ4dy9dVX656Edrud3/zmN/y///f/mDBhAo8++iiXXHKJy7b37NlDTU0NUVFRDB8+nKKiIkJCQpyqwtpsNkpKSnQPrbNtEtXYCKpp150Bxt/fn5SUFH1Cqhm9HI1fjuzYsUPPkXXeeecBDddlypQppKSkEBoayrBhwxgyZAhDhgzBarXy6aefcuuttxIXF8fBgwf5+OOP+eSTT7j11lvp1q0b119/Pb/+9a9JS0tr8/HX1NQwZ84cPvzwQ3bt2qUvDwoKIjo6mujoaCIjI6murubnn3/mN7/5DX/605+QUupeSjfddBPdu3fXjX55eXnU1dVx4MABt+fFHY312FnRDKT+/v4UFRURFRWFzWbjwIEDjBw5Uj/Oxvk8Bw0ahN1uZ+jQoUyYMIH169djMBj417/+xZEjR4iJiWl231JK1q5dy/79+/V7llYwp7KykoqKCpYuXYrdbueRRx5h4sSJbN26lS+++EIPTx43bhyVlZXEx8cjhOCyyy4jKytLv3fYbDasVisxMTHExsa2+lp19ryl7UFrtTV8+HCEEE7aSktLY+PGjWzatImpU6d6tX8t719lZWWT70Sz2czq1aspLi7muuuuY/r06Rw4cIBFixY10RY0pPt4+OGHKS8vZ+zYsfj7++vaio6ObpO2QOmrI1JXV8dvfvMbp2XffvutMggq2g3NY7WrtaNQKBQK3yC88cwQQlwhpfx3M9t8JaW83mc9ayFCiG40FAyZJ6V8XghhkFLahRDPAJcChcAfgABgAw3egZ962XY8UABQUFBAfHy8T/ve+BoUFRVx+PBhpJQMGTLEbZEMu92uG24ahyFarVYsFgubNm0iMjKSOXPm6BOsoqIijh07pudhakxoaChhYWGEhoYSGBhIbm4uZrOZ9PR0li5d6pSf0BFX4cPLli1j1qxZFBcXYzKZ9IqxJpOJXbt2kZWVRW1tLf3799eNgHPnzuWuu+7innvu4fXXX/foSWU2m9mzZw/9+/cnNzeXvXv3cs4559C/f3+gYcJUVFSk52zSPN3OZAhxYWGh7h0CJEgpCx3Xn259uct/6WnsO3qcNrfO0VPQZDIhpaSyspINGzYwevRoAgMDnXJmuTvfdXV1rF69mo8//pjPP/+cK664gq+//hqAyspKtxPnmpoatxqxWq3MnDmTRYsWMWrUKG655RZMJhOlpaWUlJTo1UYBysvLGTduHHPmzEEI4ZQ7cc+ePU7aqq6uJisri5SUFHbv3s3IkSOd+uCoL8BpbLrSoyMtDSP2pC9fa8tRS1o/i4qKOHr0KHFxcRQXF5OVlcXAgQNJSUkhKyuLjIwM3chTVVWl53cbM2aMfs527drF0KFDGTduHHPnznVrGLTZbBw6dIgnn3yySZ6ugIAAp3sXwFtvvcX48eMxm81s2LCBgQMHsmvXLsaOHat7Croq8lJfX8/27dsRQpCYmOixAE9nC/tuCZ1JWwDHjx/n22+/5eqrr9Y1VFNTQ0JCAhEREcybN4/Bgwe73L/NZqOiooLnnnuODz74wOn+6Ofnp+sqNDSUvn37cuedd3L55Zd71Jar8F+lrQbOpLbOBFpOwaKiIl577TWWL18ONLx8Wr58uVN1asXppatpqzmEED7zsm9POsNxNPc8r1AoFJ0Vbz0FnxVCHKehurA72rXisJTypBDit8D3QogK4G2glgYPxgVAfyBeSrlcCDEL2NJunW2GqKgo8vLyKCsro6CgQM8z5AlXYYh1dXV6lc45c+YADTludu/ezYABAxgzZgwnT56krKyM4OBgQkNDqays5JtvvuH6668nLCyMbdu2MWTIEDZt2sQVV1zBlVdeybJly5wS/bvCarXywgsv8MorrzBgwAAWLlzI8OHDm0y+rVYrCxYs4Mknn+TCCy9k5syZZGZmkpGRwS233OI2D6GGyWTSPXv69OmD3W6nZ8+eTgYd7WHc8aH8bAoh9pUniVZZNj093clQbTKZdA9BDS1UFCA3N5dDhw5RVVVFeXk5w4YNc2nEMxgMTJ48mbS0ND777DNGjx7dpv7a7XYeeughFi1axFtvvcVtt92mVwrW9l9fX09JSYleIGTSpEkuJ+LaGNR+BwUFMWrUKFatWsXGjRsB9Mq54KwvwCkU0pUeO0tuwcZFkqDhfmW32wkKCtJD+/v27UtgYGCTcOotW7awfPlyPRR73LhxAAwcOJDPPvuMu+66i4kTJ/LVV181Md6cOHGCP/3pT/zzn/8kNDSUl156idTUVJKTk1m1ahU33ngjsbGxQMN9LjMzU78H+Pn5ERkZSUREBBdffLHepjuP2YKCAsrKyoiMjFST+TNEW7UF8NVXX7F69WoA7r//fqBhrC5ZsoSrr76aqVOn8v777zNjxgynz9XV1fHOO+/w8ssvY7FYeOCBBxg3bhx9+vRhzZo13HjjjfrLME1bmi48aQuavnxx1FZLvYwVHZvc3Fx+/etf6+kygoODee21186aqARFx2X9+vUAesHCrtKOQqFQKHyDt0bBYcBaPBsF2/31jpTy30KIu4G3gMuEEGWnll8rhHgcmAEsl1J+0Z79bIxWzVTzWDEajQwdOpQjR444vpFqlqqqKt3oYTab+e677wgMDEQIoXvODR06FD8/PwYOHIgQgu7du9O9e3e9jY8++ogVK1YAMGLECNasWcP69eu59957+fLLL7n66qu59tprWbBggcuchxaLhS+++IJ//OMf7Ny5kzvuuIPXX3+dwMBAqqqq2LhxI+eddx4Gg0EvpnLZZZcxdepUXn75Zf72t79RX1/PE088wZAhQ1p0HgMDA0lOTtbDnrWJpZ+fXxNvjLMthLi1OGozOzubrKwsAD1HnqvtG3tfaW/iDx48SFZWFjabzcmAplFdXc369etZvHgxgF7opjVIKfnDH/7AZ599xq233srMmTPZsmULv/zyCwATJkwAGryIAC6++GKPHqmBgYH6GHJEM0w0NlC40pf2tys9dhYjtavjMhqNhIeHU1FRoVf6blzRWWP48OF6QYi0tDSWLl1KbW0tkyZN4oYbbqBv375cffXVTJkyhffee48rr7wSm83Ghx9+yAsvvEBZWRk333wzU6dOpUePHmRnZ7N+/Xpyc3MJCwvjrrvuAhruc9pvi8XCd999R0FBAZmZmcycObPZc6zdd+Pi4qipqXHpTajwLW3VFsD111+Pn58fl1xyCevWrSM1NZWdO3dy3nnnsXHjRq688kpuuOEGnnvuOZ588kmEECxZsoTf/e535OTkcMkll3DppZfSp08fsrOz+eWXX8jNzSU8PNyjtk6cOEFVVRVCCEaMGOFRX421dTYUvDob2L59O/fff79e4XrUqFE888wzLXqGUyhOF7///e8BWLlyZZdqR6FQKBS+wVuj4EbgRg/rBfCPtnen7UgpPxBCrKPBM7ASWHNqVQWQ124d84CrpOoBAQF6dVJvcTR6GAwGTpw4Qe/evZ08DYODgxkxYoTbfIDXXXcdUkrdU3D9+vUUFRWxdu1aLr30Uv75z39y5513cuuttzJv3jy9nZycHN555x0+++wzysvLGThwIHPnzuX66xsiym02Gxs3btS9qkwmE5s3bwZg1KhRBAcH88ILL3DzzTezbNkyHnjggVYVMdFCyZorVCGE6NDGl46Coza1fEie8iJVV1frubQctazlyAwMDGTYsGEuP7t9+3aWLFnCoUOHSElJcWmE85bXX3+dN998k8svv5zk5GQ2bNigv5F2zDcZFBSEEKLVhU1CQkJcGjgbe+42V0zE0SDiLty7rXgypniLo9ep473J23EXEhLCpEmTMBgMrFu3joULF1JfX4/JZOLCCy9k5MiRrF69mptuuolbbrmF888/n5KSErKyspgwYQJ//vOfKS0t5eeffyYwMJDhw4czffp0Fi9ezKWXXqrvJzg4WL/e69evp6ysjNLSUux2O5mZmS6vmSP+/v4kJydTVVXVRM+KpnQEbQHExMRw//33s27dOjZv3szmzZsxm80AXHjhhfzwww/ccsstPP/88/z73/8mLCyMNWvWkJaWxtdff01AQAA///wz0dHRLdKWyWSitraWHTt2AHjUV2NtdeZiQ4r/8dprr1Fb25Ce+oILLmD27Nlui8UpFAqFQqFQdCS8tbr8Vkrp0aAmhHjBB/3xCVLKfcA+ACFEuhBiFHAzcH+7dswNjgYBb0IHa2trycnJIS0tzSmMc8SIEdhsNvr378/u3bsZNWoUY8aMwWQyOXl8GY1GJ2ODo4dhXFwcjz76qL7u5ptv5uOPP9a9I2655RZOnjzJr3/9a+677z6uuuoq5syZw7JlyzAajYwdO5bLL7+ce+65x2miI4Rg2LBhHDp0iGHDhum554YNG+bUn4EDB9K3b182b96MlJKRI0fi7+9PfX09+fn5JCYmOoUUCyGoq6tzCmsNCwtzWu8KKaVHg2tHDuH0Fa6OsXFeL0dtGgwGvcK1O7TtTSZTk/ZDQ0MZO3asU96YsrIyvv32W5KSkhg6dCiTJ0/mvffeY9asWcD/jANBQUFuQ8mDgoKcDMjvv/8+zz77LDfccAN/+ctf+Oyzz8jIyCA4OJjx48c7tevn54efnx9bt27Vt4EGD8IDBw7ooYoa5eXl/Pe//+Xiiy8mIiJCX95Yny3Vj6OR2mw2nxavQVf5Q8Fzbkmtb55wDCvXxnF9fT2FhYVERESwY8cOhBAMHz5cH/fQ4GlVVlZGfn6+fn+pqqriyJEjfPLJJ9xxxx2sWrWK3r178+WXX3LNNddQWVnJ8uXLGTx4MBdffLF+7e68807dm8/xXldbW4vNZmPgwIHcfPPN7Nmzh4EDB7Jz5079fiGEcHuMWgXYjh7W3d60h7bi4+OprKzkhx9+YNq0aURGRuqfGzp0KDU1Nfj7+2M2mznvvPOoqqoiJyeHd999lyeeeILvv/8ef39/Xn31VR5++GFqamparS3NSBgYGNhEX+4M+0pbnQ+r1dpk2YIFC/jDH/5AWloa9fX1TJw4kd///vdOelQoFAqFQqHoyHhlFJRSrvZim41t745vEULEAS8B3YGHTxkLOxwtzfmWk5Ojh3EOHDhQXx4SEsLkyZPZuHEj+/fv13NyrVmzhn79+uneHI09LrZs2aJ77WlhlRp79+5FSsnevXv1MJiHH36YsrIy/vjHPzJ37lwSEhK44ooreOCBB5BSsnjxYtavX9+k0mNRURGRkZEUFRWRkZGh76uxl0lWVhb//e9/dQ+uc889l/z8fA4cOADQJMeiN2Gt3tBZ8rqdTtxVKvaWlnq9LFq0iIULF9KzZ09CQkLYt28fFoulxaHDZWVlLF68mEWLFvHtt98ydepUPvroI1atWkVdXR1ZWVluC+RkZWWxbt06tmzZwi233EJwcDA7d+7Ui/1kZGTo2/73v/9l1apVCCG44YYb9OWe9NlSTldoe0u8IVsyFlyNv8LCQg4dOsTOnTvJzMxESumU/xMa7lepqalYrVa9ENGnn35KeXk50dHR3HHHHbzyyiuMGDFC73tmZiZZWVmMHj2a8PBw1q5dS2ZmJvC/3ERajsixY8dy+PBh9u/fz5AhQ+jZsyc9e/Zk586dXt8vVGVX72gPbQGsXbtWDz+75ZZb9M+FhIQQHx+vFwcyGAx8+umn1NXVERwczLRp03j88cfJyMjQ8+OuW7eu1drS7nmTJk3yWl9KW52f4uJinnzySWpra8nMzOSxxx7j//7v/1Q4uELRCpKSktx+JyQlJZGbm3tmO6RQKBRnES2Pz+xESCmPnsoxiJSyvJ2702bq6uo4cuQISUlJAKSlpbncbvDgwRgMBjIyMti8eTPr1q1j7969XHXVVS4nb9pE3XHCrjFq1Cj9d1VVFTt37mTQoEE888wz3HHHHWzdupULLriALVu2UFtbi8Vioba2ls2bNzNmzBinSU9qaqrTb3ekpaUxaNAgoqOjdYNMYmKi029HvAlr9YbGBrHTFcbZkWmLQcqdN2djtMq9GRkZzJgxg9raWpKSkqirq2PhwoUEBwc3G94JcODAARYsWMCiRYtYt24dNpuNnj17cu+99/LKK68QEBCgFytxLFqiVQsdPXo0ISEhZGRksGXLFkpLS8nMzGTEiBH06NEDg8HQRKtaIYGLLrrIabmmy4SEBKqqqtqkmdNlLPDUn8aGmpbkOHQ1/uLj46mrq6O6uprQ0FD8/f1dhoOnpKRQVVXFwYMH2bt3L9u3byc1NZWrrrqK3NxckpOT2bx5s14cZsSIEVitVv16aqHo2u/q6mrmz5/P0aNHiYiI0O9fjobd5ORkjhw5QnJycnOnTOEl7aGturo6LrzwQsB1/tGUlBQAevTowfvvv8+xY8cAuPfeeyktLSU5OZnt27f7VFv19fX4+fmRlpbW5u8jRcdmx44d3Hffffj5+QEwffp0brvttrPmWUGh8DWejH5n64t6hUKhOFN0aaMgdA1joMaRI0d0b6SBAwe6Dc0ymUxkZGTwyy+/cOLECUJDQ6mpqSE3N5fo6OgmnnkhISFMmDABu93OsWPH2LFjB6NHjyYsLIywsDC9yuq+ffsIDAzEZrMxduxYEhMTdWOI1Wpl165d9O3bl379+lFSUsKGDRv0SRs0hFalpqayf/9+UlNTncIyNaqrq1m1ahUhISH06dNHN2L6+/u79cAKDAxs4pGhhXk1Z5xxnLA2Noh1luIPvqQtBqn8/Hz2798PePaWy8rKYvv27UBDgY577rkHaKjQqyXr//vf/86kSZMwGo1UV1dTVVVFfX091dXV1NTUsHTpUr788kugYSz8+te/plevXtx2221069YNaNBAbW0t3bt3x8/Pj6qqKrZu3UpZWRk7duzAbrczduxYQkNDueWWW3SDYHBwsF5NNCAgwKnv3bt354Ybbmgy9jR9VlVVdUrNNK78GhQUhNlsbpITq3F4Obgef0ajEavVyoYNG5gwYYJuEKytreXQoUMkJycTFBREUFAQJ0+eZNu2bfo5TU1NJTo6mujoaJYuXcq3337LmjVrmDVrFvv27WPUqFEIIbDb7YSEhOgh4Xa7naysLEpKSjh48CCzZs3CZDIxcuRIp+tVXFyM0WikuLjYKdWA4vRwurS1Zs0aJkyY4OQhWFtby8GDB0lJSSEoKIj+/fvz448/UlpaSmVlJfHx8ezfv5+pU6c6aeuRRx7R+6AZ9Vujrfz8fAoKCpqkHVB0LXbs2MHVV1+N1WolMDCQV199lWuuuabJ94VC0VF44403umQ7CoVCofANXd4o2FWw2+1ERESQkpJCr169mt0+KyuLH374gbq6Oi655BIiIiKcPBpcUV1dzerVq8nKysJgMDBlyhQANmzYwPz58/Hz82PMmDF6/i9HRo0ahdFoZMSIEfpnHL2zNPbv38+ePXuABg8LzVCTnp5OdHQ0O3bsYN++faSmprqs2ueYY8rTpMuxQIYn40zjCatj6KuqUNwyPHlzwv8m/ZqBqLEeTSYTjz76KPPmzePFF1/kmWeecbuv4OBgnnjiCe677z569+7NihUr+Pnnn9m0aRNTp07FbrdTUlJCZmYmubm51NTUsHPnTioqKhg2bBijR49m0KBBVFVV6YZQR+9Eg8FAaWkp2dnZDBo0yK3WNONzQEAAZWVlREZGEh4e3uk001jrNTU12O12ampqnMZP4/ECrsekzWYjNzeXo0ePsmrVKqKjo4mKiuLgwYMcPHgQKaWuA83jasCAAezevZvzzjtP35/NZuPo0aNUV1fzySef4Ofnh9ls5txzz3Xqg0ZGRgbz58/HYrGwdOlS3eCs4XgfdadThW9pi7bAtb5KS0s5evSoboQbPXo0oaGhuscp4FJf+/bt0yuFO2prw4YNGI1G1q1bx8mTJ5k+fXqLtQX/8xRWFWe7LpWVlTz22GN6fsGMjAymT5+uPAQVHRpXz+1doR2FQqFQ+AZlFOwkaB5ScXFxXr2NzsjI0EN5x44d6zHPmxbO2b9/fyZOnEj37t31iRQ05EUqKioiLCyMCy64oInBw2KxsGHDBvz9/TEYDAQHBzt5CDrSOIRYy2dYUlLC1KlTiY2NpVevXgwfPtxlCKq3+QM1D8PmjDPuvFZA5XxqKZ68OeF/lYnDwsL0iXljrrnmGgYMGEBwcDALFy7UPYeGDh1KZGQkdrud7OxsJk+eTLdu3di+fTvR0dFNwoTLysrIzMwkJSWF6OhoysvLqaioIDw8nHHjxhESEuLkmdSY4OBg9u3bx8GDBzGZTAwYMMBlHjTN+OxohO7Zs2enC3VxzAUppcRutxMaGtrk3LgylLsakydOnCA6Opru3btTUlLCzz//zJQpU+jTpw9CCKfQXYPBgJSSXbt26Z6bGiNGjODGG2/Ez8+PCRMmsH37doKCgvDz83OZCsFkMvHYY4/x/fffc9VVVzVZ73gf9RTirvAdbdEWuNZXYmIi55xzDsXFxXp+wQsvvFC//2ihw1VVVezYsYNBgwaRk5PDyJEjde9QR22NHj1a/x4cNWpUq7QFDR7z0dHRugeZomtRUlLCn//8ZywWC0ajkfT0dN544w1VPVrR4Vm+fDmA22fzztqOQqFQKHyDMgp2ErRJircJ3YOCgpg4caLHbUpKSpg/fz69e/fmyJEjQEM4Z8+ePYH/eUFFR0fr+Qi1UCmLxcK2bdsYMGAAP/30E6tXryY8PByj0aiHXLkiMDCQ9PR0CgoKSEhIYPjw4QghSE9Px2QykZCQwJQpU9xW7vM2f6DBYNCrO3rC0WtFPdifPqqrq9m8eTMhISFOxXEaExQUpOfw6tevHz///DNbtmzB39+f2tpahgwZonuJrV+/ni1btugerI6FbQ4dOsTevXs5cuQIN910k1Pb2nXWNOLKw8NgMDBgwAACAgKIi4vDbDZTVVUFQEBAAAUFBfTq1Usfj9HR0ZSVlREVFeWDs9W+WCwWzGYz4eHhTcaPo6Fcuxe4GpNaZeZ+/fqxfft2+vTpw/Hjx+nVqxdpaWl6Hi6Abdu2sXDhQk6ePMnevXu566679GsUGRnJhRdeSGRkJEajkWPHjrFy5UpWrlzJww8/THR0dJP+R0dHu/TigpbfRxW+paXaAtf66tWrFxdccAH+/v78/PPPxMbGUl9fT2BgoFPuym3btrFhwwaWLl3KyZMnqaur44ILLgCaaisnJ4e6ujo+/PDDVmkLlL66MocPH+bRRx/lwIEDhIWFccstt/D444/rhWoUio7Miy++CLTdCNfR2lEoFAqFb1DxDh0cm81GVVUVUkrdS0lK6fSj5UGy2+1Oy7S/a2pq2L17NzU1NfoygPnz57NixQqys7MZPHgwGRkZ1NXVkZubqxcJqKyspLa2Vt+31p8vv/ySzZs368bAsWPHctFFF7ksVtKYgoICDh48SEFBASEhIYwZM4YePXoghMDPz48ePXrg5+fn1FcNLceUr7wwgoODO2W4py9orCNNN2azGavVitlsdtJRa37q6uo4ePAgmZmZrFmzhszMTI4ePepyW1d9GjJkCMOHD0dKyY8//sjatWvZsGEDZrOZwYMHM3LkSAYMGNDkcxkZGXTr1o0TJ06wdetWPT9YY8Ovp74HBASQkpJCXV0dAGFhYQQHB1NQUMChQ4fIz8/XDYv+/v707NkTo7Hzv2fxdkw4nqeBAwcSEBCgLzMYDERHRxMWFsb48eOxWq3k5eVRWFiI3W53+hkyZAhjxowhMjKS3bt3s3btWr2d2tpaampqyM7Opq6ujn79+lFZWcmBAwf4/vvv2bNnD7W1tU7XTbtH2Wy2Jtqurq7GZDI1uY8qzgwt1VZz+urWrRsDBgygpKSEwsJC/To7akvL73f8+HEnrXjS1sKFC6mtrW2iL0/a0l4aNP6eVnQuXH0XWCwWnnjiCfbu3Ut9fT1jxozhiSeeUAZBhUKhUCgUXYLOP4Pt4tTU1OhhiUFBQZSUlBAdHY2fn5/uaeEqF5Pj+gMHDpCVlYWUkoEDB2IwGBBCcOWVV1JbW8sNN9xATEyMvq1WzCQ5ORmDwYDJZMJgMGC327FarWzZsoWioiJMJhNhYWEcPXqUSy+9lIiICLd5dRwnR7169UJKSa9evXRDoCePvtauc0fjqsIqRPh/aFrSDIJ2u10PCdfOtTfn3Gq1UlpaysmTJ8nLyyM+Pp5JkyYRERFBr169XOrEVVi8v78/EyZMYOPGjQghyM3N1XMF3nnnnYwbNw4pZZM+hYSEcOONN/LLL78wYsQIJ880R+rr69mzZ4/LHJWO3qaOxWfi4+ORUpKYmNjpwoRd4XgMLam47enYGxtHHce847ra2lr27t1Lt27dSE1NZevWrdTX1+v7DgkJ4dChQxQUFGAymUhJSeGhhx7i66+/Ji0tjZ07d2K32xk0aJB+X9NeZgghnO6ZjiHeyiv4zHCmtaW9TNKor6+nrKwMk8nk5CEMnrV1+eWXs3//frKysrDb7QwcOFBp6yzl5MmTvP766xw6dIiKigpGjx7N008/rXtDKxQKhUKhUHR2lFGwg+MYjlRcXExhYSFWqxWj0agbB93lxaupqWH//v16Qn0tj59GTEyMXnVRw7FYhGYU0dAmRP3799eNhUuWLMFsNpOUlMSECROaPR6bzUZZWRlJSUluDTWnm7OxqrC3BAcHOxkDgVZNdrVCAFFRUfTq1Yvq6mrOPfdcAgIC3E74bTabk9HbkSFDhhASEkJcXByfffYZJ0+eJDMz06k4SGNCQkKYNGmSRwNDczkqtXxoNpuNvLw8/P39iYyM1HPjdTV8PTYcr6mW783RaLN//36WLFlCZWUl48aNIyEhwSmfqRCCc845h5CQEP3e1KNHDx588EFqa2vZuXMndXV11NbWEhAQoGs3KCiIiooKysvLOX78OID+4uNs9AruCJwJbTVm0aJFrFmzhhEjRjBjxgy9EBZ41hY0vKTIycmhd+/eALq2QkNDCQgIYPfu3dTW1gJKW12V2tpa5syZw48//khQUBA33HADTz/9tNv0JgqFQqFQKBSdEWUU7OA4Gua0HEdWq5XCwkKgoaiBu7x4mqeD1WolLi7Oq9DGgIAAtxMsLaegyWQiJiZGD6uqqKjwKmwY0MO8tL63B6qqsHuEEBgMBj3vl+bV4+pceTLiabn1oqKi2Lt3Lzk5OQQEBHisgO1JG4GBgXouwjvvvJPMzEynCX5r8TZHZUlJCSdOnCAiIqJL68bXY6O58Z6amsoll1zCyZMnOe+885q8iADnAjaaQdFqtVJeXo7RaGTv3r16iGl1dTVms5nq6mpOnjxJTEwM8fHxREdHOxW8UJx5zrS2AGbMmAHA9OnTMZlMTfbtTlvaS426ujoOHz7spK3w8HDKysqoqakhKChIaasLs2fPHo4ePUpkZCRjx47l4YcfVi8SFQqFQqFQdDmUUbAT4efnR8+ePbHZbLqnILifbGmegVqIL7TNENc4jDQwMJARI0boebq8QeuzqyTu0PBmPjs722U4J7QsBM3TcagHe/c46snTZNfTpNxoNNKjRw+qq6vp27cvAGlpaR7325w2NEJDQz16CLrTkCvtaDkqm8Oxb13RQ1CjubHheA618+BpzLq6plqOruDgYAIDA/XCMRrenF/NaBMREUFGRoZu1HUs/BISEuLSYK1oH86EtsBZX5GRkdx2220t6mdz2jKZTLpXvtJX18RqtVJQUMDRo0cZOHAgkyZN4uKLL1YFZBSdlnfffbdLtqNQKBQK36CMgp0QzTio4c5wExQUxMCBA7FarQQFBbWpMqqWpD8wMNBpEqSFFIN34aWN+96Y5sI5Vejv6UfLodeccaY5I56WZys8PFz38vOUeL85bXiLOw21RDua3rXz4Ku+dXZc5S/Nzs5m165dQNMx6+q8WSwWp3uGoxHHW4OroydqUlISgF6AQuuXul6dC19oS2tH01dwcPBp0RYofXVV7HY7hw8fZvPmzZSWltK/f3/Gjx/fJYpIKc5e+vXr1yXbUSgUCoVvUE857YwvPN+aw2g0tnkCc/LkSfbt20daWhqBgYF68RFH7wlf0Fw4pwr9PfO4M9o0ZyjztTa8ob6+Hj8/P9LT05toyBvtaMZArQozqMIBjrg6h96GYDduIygoiPLyco4cOUK3bt0A7891a+9prTFAKs4MvtCW9nm73U5tbS2HDh1S2lJ4TU1NDVu3bsVkMpGRkUF9fT39+/dXBkFFp2fhwoUAXHbZZV2qHYVCoVD4BvWk086cTs83d15ZNpuN0tJSt6FPrj5XWlrK8ePH9ZA8+F94qTaJ8+QF5i2uwjm1dhtPurTlagJ2emnsweOq2q8jjtelsTa035oGo6KinDTYmmvpqLv8/HwKCgro27cvAQEBTn31Jmxc824MDQ3Vcyq603VrK6t2JlyNPc24oq3T8vk5LgPP1zIkJISqqiqys7M5fvw4KSkp9OrVq8l2rvJWursezekSXHujKdoHx+vo7t7eGm1peVH379/fRFuOGlHaOjtxd43r6+v56aefOHLkCAkJCUyYMIGwsLAz3DuF4vTw2muvAW03wrVXO0lJSR7vwUlJSeTm5rapTwqFQnE2o4yC7Uxz3kunw+B19OhRtm7dyrBhw/Sqi+72WV9fT35+PnFxcRgMBhISErBarbqnoLY+MTERf3//VvVHCOGVkUlNunxLcxNrjcY5BtvSrra+tLSUw4cPk5eXx7Bhw/D390dK6VZPnjRis9n0zzhWz25NX1t6rBpdPazd1djzZsw60vjahoSEkJycjNlsJiUlpYkxtb6+ni1btuj76dmzZ7Oabe6atfb6Kk4vjfWltKU4k5w4cYIPP/yQHj16EBcXx3nnnUdoaKi6jgpFB6E5g58aqwqFQtE2uo5LSydF8146k95F1dXV+g80eDlVVVVht9ubbJufn8/+/fspKiqiT58+BAQEEBISovc3Pz+fAwcOkJ+ff9r6K6WkqqqKoKAg3XtLceZw9LAzm80+8QiNiopCSklpaamTdjS9udKTFtLbWKeOn9GqibbWQN3a8RgcHNyltRkUFITBYNALLLSGxtdWCEFVVRU2m42ioiLgf2PdbreTn59PWVkZUspmi894S3vcbxWekVJit9sJDQ1t9fjxVlsWi0VpS+GE3W7n22+/ZfPmzRw/fpyLL76Y6OhodR0VCoVCoVCcNShPwXbGV2GHLWknJSUFo9Goe1VpIZPQ1APP0fPKFc2t9wXKQ7Bj4HgdGifwb2k+LaPRyLBhw3TvHg1PenLnjXcmNNgcXb2idU1NDXa7nZqamlaPQVfXqfEyx2vsuE4L72xcAMYbumpod1fBYrFgNpsJDw9vtbeH0paiNdjtdoqKiujbty8nTpzg+uuvJyAgoL27pVAoFAqFQnFGUU+x7Yw2UbFYLM1u685TylU7nrz/jEajkzeVyWQiPDzcZUGI5jyvWuqZpXlu2Gy2ZrfVjld5CHYMHL3hGuvNYrFQXl7O8ePHvfYk1LTj7zUMXwABAABJREFU5+dHVVUVUkqPenLnjddW70B3NNaq5sXmC0/JzoYnT0Fvx7R2nRyT9je+dto1NplMTfShGW0cdefNNWnJPVZx5vGlthzvAd5oy9/fX/+urKqqaqKT5vSltNV50TxGN23ahMlkYubMmSQkJLR3txQKlyQnJ+tpDBr/aFXSFQqFQqFoLcpTsJ1pSTVdT3nLGrfjyfuvMQaDodXeP9pEXcsx2BwlJSUUFhYCNFvhsSUegspj4/SjecNJKZvoLTg4GLPZjNVqxWKxuLxemjdhY614q1VvvfFaqkl3NNZqV/ZYbW78ePIU9DSmW3othBBN2nfUh/biQtOdN9dEVSxvXzqStlx5AboqLqTRXK5Qpa3OieYhuH37dvLz84mJiaFnz57q2UHRYcnLy2vTC8lPP/3UJ/3oaO0oFAqFwjcoo2A705KwQ08TkMbtaJNnV95/7owzLUGbkGnefOCdoUTL3+RNHidfGUwVvqex8UYIQUxMDBaLhaCgIKqqqppMwBsbcDQNBQYGuvVUbQ0tMYh7orFWu7IBoC3GD3dj2m63U1xcjNVqBZq/Fu7uS473ssYvMLy5Jl09tLujczq0BVBVVUVRURE9e/Zstkqso7YaGwUb68vbvoHSVmfEZrORl5dHTU0NsbGx9OjRg+HDhyuDoKJL46v0Kh2tHYVCoVD4hrPeKCiEELKTxAO2ZALiyfvP0WjiarLjTeXHxt4VJpMJKWWzuZj8/Pya9RB0PAbNM605urLBprOgGQq1MDzApQFH04qmIc07R0rp8Vq701bjzzhO8r3RpDsaa9WVF1tXwZsq6O6O3d2Yrq6uxmq1YjQa9Wuh4eo6N85Z6bhv7f/G17MrX5OuwunQVmP9NPcd4U5b2v5b0zdFx8WTHkpKSjhx4gTdunWjf//+ToXTFIquypdffgnADTfc0KXaUSgUCoVvOKuMgkKIZOAyoBrYL6Vc2VkMgi1Fmzi7Ct0KCgrCbDYTEBDgsjiEOyOK5tkVEBBARUUFwcHBhIaGemV0aa1hBnAqYuHu4V15bJw5PGkLnI0Angw4wcHB2O12/cdsNmOxWIiJidGT/3vbH5vNRklJCdHR0fj5+flkIt8WzXY2HMePr0LxAwICqK2tJTo62m0BB21sBwUF6RVog4KCPBatOZuuS1eg8b3ZF/qy2WyYzWaioqL0ZUpbCk9UV1ezZcsWYmJiiI2NJTY21im/qULRlXnnnXeAthvhOlo7CoVCofANZ83rUSFEX+BzIB14APijEOL2lraTkJDglOB39uzZPu6pb3GVCF3L4VRWVtaiJOlaW/n5+Rw7doyampozMonqjMncZ8+erWukJcnLO5O+3F0XzQjQ3IRfCIHBYMBsNlNSUkJubi4HDx6kpKSkxX3Rco+15rOdkdboy1tt+Wq8lZWVcfLkSQoKCty2p+2rpKQEs9mMwWCgpqam0433rsTp1Bb4Rl8lJSUcO3aMEydO6C8T3O1HaavjcLq15YkdO3awevVq1q9fj9FoVAbBLkZrn7kUCoVCoVCA6KKOck4IISKAucAnUsovhRDpwD1AsJTyoeZCiIUQ8UABQEFBAfHx8Wek377AlVeGtiwoKIiampoWeQpaLBYCAgIoKyvTvbIcOR1Gws5eRKSwsNDxITVBSlnouL6z6qs118VV2J+mxeY8BT2FDzf2FPTmc10FT/pqjbZ8Md4cr0lkZCR1dXXNegpq9yJAeXN1EHytLWi7vpS2uganQ1sarh7nNE/B+Ph4evfurYyCXZjTqa32QgjRpkIjkyZNAmDlypVt6kdHa0ejrefHW5p7nlcoFIrOytnyVBQKlAP/AZBSZgshvgU+FkKkSin3t2fnfIWryZarsFrHMM6QkBCklC4LQzTGMU+ht3kBfYEKDe6Y+Oq6aLoNDw+nW7durWqjJbkqFZ7x1XV1vCb+/v6AcyoAzavD8V6kERwc7NF4o+i8+EJfSlsKb5BS6oXQQkNDGTduHKCMvwqFQqFQKBSOnC1GwTLAHxgGrBFCGKSUG4QQCwETgBAiWkpZcurvTlN8xJHWVuBtXBVWoThTWCwWioqKAM/FcRRdA2/vNeqepGgpSluKxqjvF4VCoVAoFIrm6fJGwVMGwCohxCwgCEBKaT+1WgIDhRC7gCuFED2llH/qjAZBaH0FXlW5V9FeBAcH6x4/Sn9dH2/vNeqepGgpSluKxqjvF0VnITk5mby8PLfrk5KS2tT+N99806bPd9R2FAqFQuEburxRUEppF0L4SSktgAV0Q6EdyAeqpZRSCJEAPCqEeEdKWdaefW4trQ3LalwVVqE4UwghCAsLA1zngVJ0Lby916h7kqKlKG0pGuP4/aJQdGTy8vJO6zNQdHR0l2xHIykpyW1agKSkJHJzc326P4VCoehqdDmj4Kkkwn2ACiBfSnlCSmlzDAl28BQsAUqEEI8ATwHjOqtBsCW0JZ9OR8rF09kLkJyNeNJPa7XVVk2eTTo6U8fake4TijPHmdCX0pbCE2fT/Vyh8JaPPvoIgFmzZnWpdjQ8Gf3Ud4ZCoVA0T5cyCgoh0oBvgQPAROAnIcRnUsr5p7wBG+cKFMB8IIwGg2DmGe+0otW0NoeiQuHI2aSjs+lYFWcepS9Fe6M0qFA0paMZ83xtFFQoFApF2+gyRkEhRDjwBvCilPIrIcR0YBbwuhDCJKWcR4MR0NEoWA/YgBFSyl1nuMuKNqJyQyl8wdmko7PpWBVnHqUvRXujNKhQKBQKhULRMrpSbEU1YAa2A0gpFwOvAZXAm0KIK7WwYSHEiFOfWQKcpwyCnRMth6IKEVK0hbNJR2fTsSrOPEpfivZGaVChUCgUCoWiZXSlp6ZgYAhwI+jFRDYCX9MQTnybEGKAEGIIsE4IcYeUskJKmdtuPVYoFAqFQqFQKBQKhULhc4QQrwgh1gghPhVC+LdkvRDiJiFEsRf7iBFCbBBC7BFCnOPL/isUZ4IuYxSUUp4Efgs8J4T4NaANagksAKqAeCnldhrCite1Rz8VCoVCoVAoFAqFQqFQ+A4hxEeN/h8CJEgpJwB7gWu9XS+E8AOuA/K92PVtwLvArTTYIxSKTkWXySkIIKX8txDibuAt4DIhRNmp5dcKIR4HZgDLpZRftGc/FQqFQqFQKBQKheJ0s3jx4i7ZTldDCDEVeJWGyLfVOOfBh4ZUWZcAm4F7pJTbhBCpNBizIqWUFUKIAcDnNETQ3S6l/PmMHUDHZCyw9NTfS4A7gHlerr+JhojDx73YTw4QCwTQkLpMoehUdCmjIICU8gMhxDqgPw2Dcs2pVRVAXrt1TKFQKBQKhUKhUCjOIL4qvNPR2ulqSCmXCSEeA1YAU6SUVm2dEGKllHKaEOII8Fcp5bZTq84H/IDxwGIp5W4hxDvAvo5gEBRCzAWmACHAMeAvUsp/udnW3GiRCXgbeOLU7wuBSBrSgj0lpfzBiy5EAEdP/X3y1OebXX/KS/B64Eq8MwpuBg4CtUBfL7ZXKDoUXSZ82BEp5T4p5Xwp5Y9AshBiJnAzoF5NKRQKhUKhUCgUirOCt99+m7fffrvLtXOW8ZtTv1cBkxyWj6PBw81x2XnAhjPSq+b5M5AspQwHLgdedCj46YSUMlT7ocHrrpoGTz0jDSG85wPdgD8AXwkhkgGEEL2FECuFECuBS7S/hRABQDkQfmoX3YCyRrt1t34m8JVWpNQLnqeh4GnIqd8KRaeiSxoFNYQQccBLNOQQfFhKua99e+Sa2bNnt3cXgI7Rj47QB+g4/WhMe/WrPc/H2XbMHUV77d0Ptf/227+v990ex6L22TX25wvau8/tvX/Vh9NPRzw2xz599dVXfPXVV21usy3tnI7+eENSUhJCCJc/3bt3PyN9aAtCiElCiNlSyk2nFq2kwTimEQosbLQsUEpZc4a66BEpZZaUslb799SPN5501wDHgTVSyiop5WwpZa6U0i6lXAQcAkac2sdhKeUkKeUkYIn2t5SyDlhPg4chwMU0rSngbv0AGoqULgHShBBvuuvoqcIis4CHARsw0IvjUyg6FELKxukKuhZCiO4AUsryNrQRDxQAFBQUEB8f75O+ObRPR7gOHaEfHaEPvu5HYWEhCQkJ2r8JUsrCRvvyWl/tdX7a87qcbcfc0v160ldb7l3tPRbV/tt/zPlKW+1xLGqfHXt/p+u+5YqzeSyfjX04k9pyaLfZY0tOTiYvz3UWo6SkJHJzc33SF1d9mjRpEgArV65sU5ttaed09Ket+PJ5y4d9mkRD+LCWU7A7MF9KOfvU+nRgH9CThryBDwCfANtoCIWNBW6VUj7n5f7eAIa6Wb1NSvlYy4+iyT7epsFoZgK2AhOllB696YQQPwGrteNutK4nDSnBhkop9zZa95GUclajZa8Co4HDNOQMjAQe0M5R4/WnjImOn98spRzpoa/f01DM9DwhxC7gDXch0gpFR6XL5RRsTFuMgQqFQqFQKBQKhULRFvLy8trdMKvoVEyRUlpPGQknaQullNlCiKM0eAYG0xBOvJuGMNjxQDwN3oRe4Qujnxf7eFAI8QgwhoZjqfW0vRAiiYbju8vFOn/gM+DjxgbBU/ua5WLZk40WHQOe87C+8ec9GQTH0JB3cPKpRVnAYE/tKRQdkS5vFPQRepj1sWPHTssOCgt9/rKpVXSEfnSEPoDv+tFIM65C9lukr/Y6P+15Xc62Y27JfpvRV5vuXe09FtX+23fM+VJb7XEsap8dd3+n877lirN5LJ9tfTjT2tIoLCxk1KhRFBQUuFyfkJDQbmO1trbW6f/W0tZ2fN0fXyCEcLk8ISGBTZs2OS3z4nne50gpV9LUyKflFfQHHpdSSiHEahoMaVE4V9c9LZzK33e+m9XrpJTjHRdIKW3A2lN5/h8A3IbjArcCa6WUhxrt0wB8CtTREKrrbV9foaHKcC5wp5Sy3tv1QoibgDellD3cNP8KDQVeVp76P4uGwioKRaeiy4cP+wIhxDBgS3v3Q9ElGC6l3Oq4QOlL4UOc9KW0pfAhSluK04XSluJ0obSlOF00eZ73BQ7hw/6Nqg+fL6Vcderv+4BHgZ1SyhtPLXsUuAnYL6W8tQX7e4PTHD7caH//AqqklL/ysE028LKU8gOHZQL4AEgGpkspq73c3xDgSSnlTCHE08BBKeU8b9afqkD8NQ2FUoa7aHsGDfkcK2goigINIdI2KWXjKscKRYemSxcaUSgUCoVCoVAoFAqFohPzvMPfq2gohHG40bJRNHi7eY2U8jGHwhyNfx5rS4eFEDFCiBuFEKFCCD8hxMU0GC5/9PCZsUACDcY4R94B+gOXeWsQPMVYYOmpv5fQUK3Z2/U3nepHkwrEp7wW/wzMAfrRYFgdClwERAgheregjwpFu6PCh71jF6C9ISjGxc1BofCAAdDczne5WK/0pWgLnvSltKVoC0pbitOF0pbidKG0pThdNPc83yaEEBP4n/HvSyGEy3A+KeVeIcQxGgyBGjuBk7Qgn+AZQNIQKjyHhnOXBzwmpVygbSCE+IGGCsMvnVp0O/CdlLLSYZsk4D4achEecwj5vk9K+VkzfYgAjp76+yQNRUaaXX/KS/B6GvIFPu6i3VuBcBq8DPWiKUKIIqCShryCh118TqHokKjwYYVCoVAoFAqFQqFQKBSdCiFELPCFi1U3AlcDZinlJ0KIETRUF37Y4bMPulovhLidhjDguc1VH1YougIqfFihUCgUCoVCoVAoFApFp0JKecxN+PMxYD1w4alNLwbWNfq4u/UDgNuEEEuANCGEp8IoCkWnR3kKKhQKhUKhUCgUCoVCoehSCCFeBUbTEM57Bw0hwg9IKZ9ztV5KWdfo88pTUNHlUUZBLxBC+AMDT/2rcpAoWopTDhLHUveg9KVoM271pbSlaCNKW4rThdKW4nShtKU4XajnecXpxKO+FIrTiSo04h0DgS3t3QlFl2A4sLXRMqUvha9orC+lLYWvUNpSnC6UthSnC6UtxelCPc8rTieu9KVQnDZUTkGFQqFQKBQKhUKhUCgUCoXiLEN5CnpHsfZHZmYmsbGxPm08ISGBgoICn7bpDXa7nerqakwmEwaDod364UhH6IOv+3Hs2DFGjBih/VvsYhOv9dVe58eb/TbW05nc9+mgs+y3GX21+t7Vntfc2/2fTs7m/Wv79pW2WnMsbdVWe5y/s2Gfvtqft9r65ZdfiI+Pb9O+zuaxfDb24UxqS6MjnN/GdLQ+dbT+gM+ft5yWddTn+eboiP06W/rkhb4UitOGyinoBUKIeKAAoKCgwGcPEQ7t0xGuQ0foR0fog6/7UVhYSEJCgvZvgpSysNG+vNZXe52f9rwuZ9sxt3S/nvTVlntXe49Ftf/2H3O+0lZ7HIvaZ8fe3+m6b7nibB7LZ2MfzqS2HNpt9/PbmI7Wp47WH/Dt89ap9jr096I3dMR+nS19ak5fCsXpRHkKKhQKhUKhUCgUCoVCcZby1FNP+bSdP//5zz5pR6FQnH6UUVChUCgUCoVCoVAoFIqzlJ9//rlLtqNQKJpHFRrpADz33HPt3QWgY/SjI/QBOk4/GtNe/WrP83G2HXNH0V5790Ptv+uMufY4FrXPrrE/X9DefW7v/as+nH464rF1tD51tP5A1/qe9RVJSUnt3YUmdMRz1RH7pFC0BZVT0AtOd05BRdfGlzlIFIrGtEf+JMXZgdKW4nShtKU4XShtKU4XXf15ftKkSQCsXLmyS7XTWVA5BRXtifIUVCgUCoVCoVAoFAqFQqFQKM4yVE5BhUKhUCgUCoVCoVAozlJ69erVJdtRKBTNo4yCCoVCoVAoFAqFQqFQnKXMnTu3S7ajUCiaR4UPKxQKhUKhUCgUCoVCoVAoFGcZyiioUCgUCoVCoVAoFArFWcpjjz3GY4891uXaUSgUzaPChxUKhUKhUCgUCoVCoThL2bZtW5dsR6FQNI/yFFR0Wux2O2azGbvd3t5dUXRiziYdnU3HqjjzKH0p2hulQcXpQmlLofCODRs2sGrVKoQQLn+Sk5Pbu4sKhaIRylPwLERK6XG9EOK0fNbXWCwWKioqAAgNDT1j+1W0Hk/6kVJ61I+7dW3V5NmkozN1rM1dk7ZwJu8xipZxJvSltKXwhKMGQ0JCXG6jrrOiNShtKRTeUVtby/nnn8/KlStdrlfjRKHoeCijoKLTEhwc7PRboWgNZ5OOzqZjVZx5lL4U7Y3SoOJ0obSlUCgUiq6KMgp2Iex2OxaLheDgYAyGrh8ZbjAYurxn19mAlFLXbXtwNumosxyroybUG+XOQ2fQl9JW18ZgMOheXOpaK3yJ0paiq5Oent6h2vJlfxQKhWeUUbAL0drQLfVwo2gvpJQcP34cq9UKuA/JUXQNvL3XeBOmpVA4orSlaIzFYqG8vByz2UxMTIx6vlH4DKUtRVfkn//8Z4dqy5f9USgUnun67mRnEcHBwYSHh7fY40qbJFksltPUM4XCNRaLBavVitFoVCE5ZwHe3mtaey9TnL0obSkaExwcjNFoxGq1qucbhU9R2lKc7SQnJ7stJJKUlNTe3VMoFC1EGQW7EFrolrehw1JKqqqqCAoKatEkyWazUVRUhM1ma0t3FZ0cX1TiCw4Opnv37sTExLSpL0qTHQ9X16SxQUa7BzUuHiGEICQkRHlfKFyitKXwBiEEMTExdO/eHaPRyMGDB6mvr2/vbim6AEpbiq7Ivffey7333uvVtnl5eUgpXf5cdNFFXrfjq/4oFIq2cdaGDwshhDydZQw7CK7yDGphVppRB7wLo9Laqqio4NixYwD07Nnz9HW+0X7PllyJnQVfVhrVtGixWIiJicHPz69Fny8pKaGwsBA4M5rsyvhqvGnXxG6368YazSCjoWnIbrdjMBh0g45KZ9B18YW+lLYU3qLpIjs7m19++YWjR48yevRojMaz9vFX4SM0bR08eJBdu3axd+9epkyZQlBQUHt3TaFoFdnZ2V2yHYVC0Txn1VORECIeiAUksM1heZc1ELoy3JjNZoqKiujRo0eLPAS1toKDg4mNjSUoKAgp5WmfXPnS+KTwHe4q8Xk76XfMJ2g0Gjl27BhmsxmDwdBiw150dLTTb0Xr8dV4i4yM1D2R3eVw07Rjt9v1/EzBwcEtelmh6Fz4Ql/R0dHY7XZdN6C0pfCMyWTCarVSVlbG7t27GTBggDIMKnxCYmIie/fu5dixY6xfv56JEycqbSkUCoWiU3HWfGsJIdKAb4FNwPXAPCHEcinl11JK2dUMg9qhmEwm/Xfjw3OspObqs43RJlkmkwmj0UhFRQVGo9GryVVzp9aTYdHR+OSqHeXxcWbRroGjZ47jdfGUyN/RiOyYTzAqKoqgoCAsFkurDHt+fn4+9xBsi2Y7M82NN2+QUlJXV6ffK8LDw/V7kaMGNA1p3stawRnH7V217Y6uek26Em3Vl5QSPz8/wsPDKS8vx2g0utSK0tbZi6trFR8fz4UXXsjx48epra2lpKTE5XeGus4KT7jSR0BAAFOmTGH9+vWYTCa32nL3eYVCoVAo2puzIhZTCBEIzAZel1LeDVwC+AEPCyEeAfDWIJiQkOCUTHX27NmnqddNaU0ON83w5+ixFRISQlxcXIs9JYQQuveXyWQiPDycoKAgqqqq2pRXzpv9NpcDyhf57XzJ7NmzdY0kJCR4/bn21FdbaS5HpWPYOjQYl7t3706PHj10w1FcXFyLQ4cbY7fbT7sm25vW6MuTthzHT0tzk7rDZDLpnmAmk8lje475mUJCQprcs9zhLm+covWcTm3B/3LftnVyHBQUhNFoJDo6+rRoC5S+fI2vtdUSjEYjvXr1YvDgwSQkJGA0Gjl69KjKQ9tFaE9tQcP9aOLEiaSkpBAeHq5yDHYhWvs8r1AoFJ0JcbY87Aoh3qQhZPjDU56BfYE7gQuB96WUbuuenwo7LgAoKCggPj7+DPS4KWazmYqKCsLDw5uEXTUO2bTZbFRXV7ucjLcl5LfxZ6uqqvQ+eTLcaTqz2WyUlJQQHR3tZPxx9TnHY/LUXyGEx3PT3hQWFjo+SCRIKQsd13cUfXmLlki48bVprIXGuFtvt9vdatWR5rTlbj+t1brVanXSauNj7ihv/D3py1ttuRs/2rl1db01XI1p7T7h6pq39P7jqA+A6upqvR++utYK13Q2bTWHK+1p+goKCqKmpsbtPa2jfa90dnyhrdagGXr3799PSUkJdXV1TJo0Sb+/qHtI56e9tAUN+jp48CA7d+7EZrMxbdo0J89kpa/OTVd7nm/MY489BsAbb7zR7LZCCLcvzJprx9NnW9ufrkBz+lIoTiddOnxYCGGQUtqFEH405BG8Qkr5AYCU8oAQ4l0gELhcCLFNSrnpTPexJUnX3eVwg6Z5mqqrq92GcPoSx/Bkb2hJQQhXieLdPVB5OjcK39M4RFhKid1uJzQ01O01cAw/d8RbrXo7VlqqSXc01qqnsOjOTnPjR8tD2rNnT8LCwpzWeRrTvrgWjvoAnK6BN+NeFSpqXzqytuB/+nL0ZtTGd3N9V9rqnJhMJpKTkzly5IieyP6iiy5qs5e6QgENOQa3bdtGXl4eK1euVNpSdBp8ZXzraO0oFIrm6bJPsUKIVOD3QojxUkobDeHDo4UQ72nbSCkPAx8AQcDo9uinZmiwWCzNbusprC84ONgpZFML73U1YbJarU6hDW0Jt3QVnuyJ6Oho4uPjvcobpx0T0Ow58lXIo8I9WhiglLKJ3iwWi14kxJ3h1jH8HKC+vp6DBw82yTnnDm/HSks16Y7GWm18zF2JtowfT2O6pddC8+Kx2+0u9aHd17Rr4E1qgZbcYxW+pyNpS0tfoGmrvr5e11R0dHST8d2cvpS2OicGg4Fu3bpxwQUXcM455xAUFMTq1aupra1t764pugD+/v5MmzZNaUuhUCgUnYYuaUE5VVTkCyASGHPKY/AEcBNwsxDiH9q2UsrdwEfAJac8Cs8ovjI0NJ54eZow5efns3//fvLz84H/eUpUV1c32dZx8uSK5tY3RisI4c1bU+2YQkNDu6wxpjPhOAFuPFlujY7z8/M5cOAABQUFelue9ORuHy3VoLc01qo3BqiuSmhoKHFxcS5DKL0d09p10go+OC7Trp2mserq6ib6MBgM+n2tJdegKxtzuwK+1JbjPcAbbeXn5+ua8vPzU9o6yzCZTFx00UVUV1ezdOlStm7d2t5dUnQRNG0B5OTkMHfuXKqqqtq5VwqFZ2bOnMnMmTO7XDsKhaJ5upxRUAgRCrxJQ1GR/5NSvnoqhLiblPInGgyDtwghPhdCJJ76WB1wjIYQ4zNKe3i4xcXF0a1bN+Li4gDPXoWNDYiu1muTq9OFY5VblfS9/fA0AW6pwcxqteLv709SUhKJiYn6ck96czdWmtPomaCjFbrpiLi6To2XaRozmUwkJiaSlJSEv79/m4oBKC/ijo3mQWyxWFp9b1faUrQWPz8//Pz8qKysZPfu3dTV1bV3lxRdBD8/P8aOHYufnx95eXnMnz9f6UvRoTly5AhHjhzpcu0oFIrm6Yo5BeuAw1LKzwBOhQuHAelCiDlSyn8KIcbR4En4vhDiJBADPCSlPOMz+uZyErV2kmS3290aaCoqKggICKCiokIv7uCYI81xn5rBpmfPnhw8eJD4+HisVismk0mvxCWEID4+Hrvd3qq8Kd4eY1fO6dYeeDrvjgn5HQsBaPkDPX3Wk2FQ+1xpaSmlpaXExcVhNBr15ZreEhMTvdZFr1699M/U19eTn59PYmIiRqPR6/5oOBa1aM7A6bi+cU7PrkZrxl7jc6td2169eukaCgkJISAggJiYGH17zehsNBrp1q0bhYWFTtu4M8B4oxd3RS3ORu/PjkRL9eVOW9p9w522tHGttKVwZPz48ZSUlODn58eyZcs477zziIiIcKkHdT0VLSEwMJAbb7yR+fPn4+fnx6JFi7jkkktcvoRX2lIoFApFe9HljIJSyjohRLIQ4nLgEhqqQC0HRgFzhBB9pZS/FUKMAgYD4cC+U/kFzziny5jgqTpqVFQU0JCvqbmHEH9/f/r06cP+/fvZvXs3VVVVen6nkJAQjEYjPXr0wGg0nrYHGscQVbvdjt1u9ziBU/iWxhN2b6+zq6rCmi41DTXWoKa3xnialDt+5uDBgxw4cACgSTveFAXQQum9KW7jSFctdOM49gCCgoKoqqryqiJ4Y7Tr5JjDNDc3l8rKSnJzcxkwYECT+5Y7nbQW9WKh4+B4PRvf21urLWgY58XFxRw8eNCltrTPK22dnbi61qGhoVx//fUsW7aMgoIC1q9fT//+/UlOTtZfLikU3uBJX4sWLeLw4cMsWbKESy+9lICAgHbooUKhUCgUTelSVhUhhHY8mhHQX0o5W0q5Vkr5N+BS4AkhxLVSymop5UYp5bL2MghC++QkMhqNxMbGtuhhNyoqipiYGOLj4wkLC9PfclZXV1NZWekyH2FrqK2tZefOnS6TMms5xcxms0rsfgZprUY95apsSW7JlpCYmEhCQgLl5eVNNORNUQAtlB6aL27jSFcPI9SOr6ampsl58TRmXWGxWKisrAQgPT2d5ORkwsPDXZ5rX+tE5YDrmLi7t7dUW9CgL6vVSq9evZS2FF4TEBDAlClTGDRoEOHh4eTl5bF27VpVIELhEwICArjkkkvo3bs3VquVn376SWlLoVAoFB2GLvUK1CH8dxnwDnCeEGKlFkospfxBCPH/gAzgm3bqphPaZPt0YrVaKS0tJSoqqtVvvbt168agQYMIDAx0mkRpxsHmKsd6S3Z2NllZWQAMGjSoyfqu6pHVkXHM6eiIzWajpKSE6OholxNrX2vDG7QcYdnZ2fj7+ztpyBvtaKH0jp6Civ/h6hxmZ2eza9cuwPWY9dSGEIJu3brpHpze0tp7mjstK9ofX2ircTsJCQlKWwqvCQoKYtSoUVRWVpKZmcnhww3vi8ePH688BhVtxmQycemll/LTTz9x7Ngxfv75Z6UtRYdizJgxZ6SdpKQktx76SUlJ5Obm+rQ/CoWiebrkN5GUcpsQ4lEa8gbeJIQ4JqX88dTqKqBTJu7QjDDdu3envLxcN8a4y2VUU1PD/v37CQsL48SJE0BDbsDWYDAYMJlMWCwWPRy0traWAwcO0LdvX689pJozJKWnpzv9dtWPrpizrSPhqCfApbYASkpKKCwsBJrqynFiXV9fT05ODmlpaR7DZZrThre405Ar7dTW1pKdnU16ejqBgYFO2zoes6/61tlxPIdaSLenMevqvDkaT2pra9m/fz+pqalAQyEhb0LUS0tLOXr0qO65mJ6eTkBAgB6yHhAQQFlZWZN7paLj4gttQVN95ebm6mHr3qQDaE5bJpMJKSXHjh0DIDY2VmmrC2EwGOjWrRvjxo1j1apVbNu2jR9//JGHH3641c9PCoVGQEAAkydP5ueff6akpIRf/epX/OY3vyEpKam9u6ZQ8Oc///mMtKMZ/Vzh+B3tq/4oFIrm6bSxbkKIUCFElJt1Qkr5C3A70A34lRDidSHE7cBEYO4Z7GqbcMy/pRlhsrOzKSwspKSkBHAfFrl//36ysrI4duwYJ0+ebLMxrXGo8IEDB9i6dStfffUVVVVVXrWhHYPW98YEBgbqHomnC1Up1j1SSo4fP055eTkWi8VjyG10dDTx8fF6bi5HtIl1aWkpOTk5ZGVlkZOT43HfnrRRW1vLrl27qKmpwWw2s2rVKsxms8t2WqIhzTM1Ozu72b4dOXKEvLy8Ll39ujVjw9P5bm6879+/n61bt/Lll19SXFxMZWWlVyHbUVFRREREsHHjRrZu3apfPy1kPT8/v8m9Ukqpqpe3I2daWwA7duzgu+++45dffmmRtuLi4jh27BiLFy/WPRUd0yGUlJSwe/dudu/erbTVRQkMDCQmJoa1a9eyePFiHnroIYqLi9u7W4ouQGBgIOPHj2fFihWsWLGCWbNmUVRU1N7dUigUCsVZTKc0Cgoh+gHfAyuEEB8JIfo6rpdSSiGEQUq5FrgHmAf0oKGwyP1Syv1nvNOtxHEiohlh0tPTnYwxQUFBGAwGgoKCnD6bmppKRkYGfn5+HDt2jEOHDjW7v7q6Og4ePEh9fX2TdSaTibCwMOx2O2vWrCE2Npba2lqysrLYuHGjV8fjyZB0pvAmt9zZipaPy2AwYLfbCQoKcpsny1NOLm1iHR4ejp+fH2lpaSQlJXHo0CGX2gLP2ti/fz979uxh+/btfPDBB6xevZrMzMw2H296ejoZGRluPVMd+xYREYG/v3+X1o2vx0Zz4z01NVUvOLJ48WIyMzObGI3q6+ub3JOMRqN+XwwNDdWvn8lkIjQ0lIiICGJjY53ulWrcty9nWlsAJ0+epLy8nN27d7dIW9p9TQjhVLk4NDQUu91OZGQkAwYMYMCAAUpbXZj+/fsza9YsevToQVFREffcc4/uHa9QtAWj0chvfvMbevbsicVi4a677lLaUrQ711xzDddcc02Xa0ehUDRPpzMKCiFSgTeAT4EHgQuB6xtt46flF5RS7pVSzpNSzgSelFJmneEutwnNKKMZ/mJiYggICCAmJkZ3sa6pqcFut1NTU6N/zm63ExAQwIABA8jIyGDQoEH07dsXu92O1WrFbrdz/Phx/vnPf3L8+HG98qPmDZWfn099fT2VlZXU19djs9mQUuLv78+uXbvIzMzk+++/Z+jQofTt25fu3buzadMmKisrsdlsLn+0isEREREcPnyYuro6pJT6vt39SCnd/jS33hWOCeFb8rmzgeDgYLp3705oaChms5mampom4ZzNnR8pJX5+fsTExHD06FEKCgoIDAzkxx9/JDs7myNHjrg85zabjaioKKSUWK1Wp5+YmBhsNhulpaXU19cTFxdHv379WLdunV4tuPGP2WxmzZo1HjXp5+fHwIEDCQgIcKsvs9mMEILk5GQiIiLw8/Pj0KFDun47u34c++1qbHjzOVfX0m63I4SgR48eWK1WDh06RG1tLfX19fo18vf35+KLL8ZkMpGfn88PP/zA+vXrndrJzs7m4MGDHDlyBKvVyvHjx3n//ffp3r07I0eOZNq0aRiNRqxWK9AQelJTU0NYWBj+/v706NEDIYReROZM5rg82znT2mp8Dxg0aBCxsbEUFxfzww8/sGXLFq+0dfz4cTIyMrj00kvJyMhw0pbZbKa2tpa4uDji4uKUtrowgYGBTJ8+nXfeeYegoCByc3O58847ycvLa/IdpWlEofCWpKQkvvjiC3r06EFlZSWXX345mzdvVtpStBulpaWUlpZ2uXYUCkXzdKqcgkIIfxo8/z6TUs49tew54BwhRAhQK6W0Siltp9b9DlgqpdwCToVIOg1+fn7NJi93VdBBCKEbcoKCgujfv7/TOoD58+ezYsUKampqGD16NBkZGcTHxyOlJD4+npqaGr1KqNYHg8HAoEGD2LZtGyUlJZSXlzN27Fh++ukn7HY7tbW1jB8/3mN/CwoKOHjwIAA9evRg+/btDBky5IwladeKSYBz/rzmck11NVwdrxBC94ZpnFevNe0mJiYCDdc8Ly+PlJQUEhISvG7LYrGwfft26urqOHbsGJGRkYwaNYohQ4awfft2MjMzEUI0SUZcXV3NvHnz9NC+4cOHs2XLFoYPH+7k9eg4TlxRVVVFZWWl0/nIy8vj0KFDSCnp06eP18fSGRBCEBwc7NWY8EYXVVVVbN26lcjISI4fPw5Ar169nD6bk5OjG3Y046yG5gkYFxdHfHw8tbW1vPXWW2RnZ2O327nrrruc+qMZaKDhfqjtR3shoQpBtB++1hY06OuHH37Qr3nj5OU5OTkIIaiqqqK4uJiKigp9nTfa0r43NSOk0lbXp7H2/Pz86NOnD+eeey5ff/01+/bt46GHHuLdd99VOQYVLcLVfS02Npb33nuPyy+/nGPHjjFr1izmz59PcnLyme+gQqFQKM5aOpVRUEpZL4QIA5IdFg8F+gE/AweFEBuklC+fWtcX+JcQYoyUsvaMdtbHOCY5b1zUo7UTkiuvvBKA3r17s2PHDgD69evHgQMHiIqK0tsMDAykqqpKnxAFBwdz6623sm3bNoYOHcq2bduwWCz06NGD4cOHN7tfzSiUkJDAhg0b2LZtG1VVVUyZMoWqqio2bNjA6NGjCQsLa/JZd4UhWosW9gWoSZ0Dviro4u/vT58+fYiLi8NoNJKamtpsUv79+/fz5ptvsm/fPmpqarBYLERHR2Mymdi7dy/h4eHs3LlTDynIyMigsrLSSTe7du2isrKSkJAQpJSsX79er2rdnNFao6amhoMHD+p61Qzk2v+9evVqUtiiLRW+OwotHROuxqTNZqOgoID//ve/lJWVMWTIEM455xzi4+ObfH7o0KHs3LmTpKQkYmJinK5PYGAgQUFBxMfHU11dzZdffklgYCDp6elcccUVLvvj6X7o6T6qOP205n7rSl9ms5kNGzZQX1/P/v376du3r1ttAZSVlelezxqO2jIajWzcuJHi4mISExNbpS1Q+urK/OpXv6KyspL169dTUFDAzJkzmTNnDn379m3+wwqFB+Lj45kzZw6zZs2irq6Om2++mY8//pi0tLT27ppCoVAozhI63VOrlPJB4HMAIUQikAQ8SkNRkW3ANCHElae2vQeY1tkNgoBTcvO6urpmt6+pqWH16tUsW7bMbRGQ6Oho7r77biZMmMDgwYPp378/K1eu5Oeff2bTpk36BKikpITvv/+ehQsX6jmTgoODGTt2LMHBwQwdOpQhQ4YQFxenh1suX77cZSEIbYIXFxeHv78/w4cPZ8CAAfTt25fq6mo2bNjAmjVrmD9/vsvcc94WhnAs0OIJd/kYtTZUQRLvcZWfS8NkMjF48GCsVqteqMYVv/vd7xg4cCAffvgh1dXV1NbWUldXx4EDB8jMzOSrr77irbfe4uGHH2bkyJEsXryYHTt2sG7dOn7++Wc2bNgAQEpKCueccw7JyclkZ2cTGBjIgAEDsFgsFBUVsXz5cj0HmKvra7fb2b17N3v27OHo0aOEhoYSFhZGcHAwAQEBJCcn4+/v71TY4ujRoxQXF3ulu46GY6GE4OBg3Vu0cYinqzHhakyeOHGCdevWcejQIUJCQjjnnHOIiYnBbreTk5PTJNVBQkICgwYNIiEhwantsrIyli9fzrfffsvy5cs5fvw44eHhPPzww0RGRro8lpKSEt577z2XBSi0+2hWVpbb3JYK39IWbYFrfa1Zs4b//ve/lJeXM2DAACZNmoS/vz+1tbXs2bNH11dISAiDBw8GYOLEiU7e747aqqys1L+vRo4c2SptQUMOw507d3Ly5MlWnClFRyY2NpY///nPPP300/j5+ZGTk8OUKVP48ccf27trii7A0KFDmT9/Pt27d6ewsJCpU6cyd26nqYmoUCgUik5Op3JpOVU8xC6lPHhqUQFwnWb0E0IUAtOAgcB8AClllyjpZTKZqKyspKCggODg4GbDFrOysvjhhx+orKxk586djBgxglGjRrnMeWQymRg5ciRVVVX0798fIQSjRo3S1+/cuZOVK1fi5+fHiRMnuO6665xCMIODgzEajWzfvp3a2lpyc3P1SdOFF17otC+tYAQ0eHiFhIQwadIkampqMJlMjB49mmPHjhEeHk5BQUGTEAqtoEBzhSE0Yw3g0ePNMR9jYw8QR68WX3jNdXXy8/PZv7+hho8rfZpMJt0QsHnzZjIyMpz0WF1dTWZmJlFRUWzevJm4uDh9nc1mc/LAW716NX/+85/561//yiuvvEJMTAxDhw4lLS2NqqoqIiMjGTFiBGazme7duzNixAgyMzPJzMxkz549VFZWUlNTw7nnnquH9GRmZjJixAhCQ0N170S73U5qaqpbz0mt/9HR0ZSVlREUFNQpNdPYg8tgMFBRUdHkuF15erkakxERESQlJXHy5EnOP/98YmJiMJlM7Nu3j4MHDyKl1EMzN23axI4dO5BSUlBQgN1u172YMzMz+eKLL+jevTtXX301Y8aMoX///thsNqqrq5uM2erqav7yl7+QmZmJxWLhV7/6ldN6k8lERUUFhYWFhISEdLnw745IW7QFrvWVmJhIbGwsGRkZ9O3bVx+HBw8eZO/evQBO+tq8eTNlZWXEx8fj7+/P1KlTnbQVGRnJuHHjsFqt9O/fv1Xagob8R8ePH9cLEym6FiaTicsuu4w1a9bwzTffAHD//fezbNkyFe6paDPJycl8/PHHTJ06FYA//OEPjBgxwin9j0JxOpkyZUqXbEehUDRPpzIKajkBhRBCNlgXpJSyVvtfSlkkhPgJsDXartNjMBhIT08nODiYHj16sGvXLtLS0lyG0FZXV1NdXc2kSZPIysri0KFDFBcXExISwsiRI5tsX1VVxZYtWxg6dChxcXGkpKQ4hT6NHj2a2tpa9u3bh9lsZtu2bfTt25fLL7+c6Oho7r//fiZOnIjRaKSmpkavlDx69Ogm+0pNTXX6DQ15VrQJWFhYGDfeeCMFBQVOuefq6+vJz88nMTGRQYMGNXu+HEOdPaGt15LfO+a7clynaB4tf6D2uzFaTr7MzEy2b98ONBgPFy1axIwZM9i7dy/BwcEUFxdjs9k87mvixIlMnDiREydOsGTJEv7zn/+wZMkSli5dSlhYGIsWLWLs2LGEhISQnJyMEEIPbU9LS2Pnzp2MGjUKPz8/goODWbNmDZs2bQJgwoQJSCmJiIggMTHRYxig5k1bX19PVVUV3bt3x2g0djrNNNZ6UFAQZrO5iQetqzERGBjYZExKKYmJieHCCy/UvSqh4XprRVs0tBcQFRUVFBUVOe3Tz8+PuLg4kpKSmDJlir5fLURTy1k4bNgwTCYTWVlZWCwW/Pz8SElJobq6mqysLDIyMggODsZgMJCcnMyRI0fo0aOHL06dohnaoi1oqi+r1UpgYCCXX365k7bgfy8jUlJS9GWjRo0iKysLPz8/IiMj9e8lR22NHj2a4OBgpk+f3mptQUNOw7q6Ok6ePEltba1PUlwoOhYGg4HHH3+c/Px8Nm7ciJSS2267jY8++qjZl5UKRXOkpaXx4osv8oc//AGA2267jS+//FJpS3FGeOaZZ7pkOwqFonk6XfjwqcrCEhosgqcWjzy17kpgMvBNo/VdgoCAAPr06UNeXh5ZWVnk5OS43G7Hjh3k5OQQFRXFfffdxxVXXMHFF19McnKyy7DGLVu2sHnzZrZt26Z7cmhUVlayadMmzj//fO6//35GjhxJcnIy06dPZ+/evWRlZXH11VczfPhwVq9eTe/evenWrRs333xzE0+p2tpa9u/fT2pqqsfJktVq5ciRI2zYsEEPNc3Pz+fAgQPk5+c32b62tpadO3dSW/u/KHHNWNNcXifNICmE0D1VtBBpzZPlbMoN1ZaQaS1/oOMk3RUZGRkMGTKEjIwMFi1axLJly3jrrbdITU3lxhtvBGDJkiVe7TMiIoIbbriBzz//nKKiIpYtW0ZcXBxXXHEFWVlZ2O12fvzxR8xmM8HBwYwfP56ePXty4YUX6pVQNW/RoUOHMmLECCwWC6WlpeTk5DQJ1T9x4gRffPEF5eXlTss1fRYUFHilu46G4zgA1xXNwfWYcDX+CgsLKSgowGq1snHjRtatW0d1dTWBgYGkpaXpBqGamhqOHDnCuHHjuOiii7j88ssxGAyUlJSwaNEiPvroI5KTk3n00UcJCwujqqqKn376SS/usHXrVjIzM9m6dSvQoK1rrrmGRx55hMmTJ5OVlcX27dv1fJIAubm5nDx5ktzc3NN1OhUOnC5tBQQEUFlZyWeffUZZWRnQYEDs378/QUFB1NTUsGfPHvz9/bnrrrsYM2YM6enp1NbWsnr1ar755htCQkJ46KGHfKYtf39/bDYbOTk5zaa4UHRe4uLi+Oijj3jzzTcJDQ3l8OHDzJo1Sy+mpFC0hZkzZ/LDDz/Qo0cPiouLmTZtGosXL27vbikUCoWiC9OpPAVPGQQ1L8A5QA7wPvCIECIC6A7cLqV0bS3roHiyXWpVDx1JS0tDCEHfvn1dGm8GDRpEQECAbnybNGkS1dXVmM1mqqqqMBqNToabIUOGYDQaycjIwGq1OrW1evX/Z++8w6K4uzZ8z7L0XgQRBKQoiKAg9oK9lyRqbLFFY9cUS4wldo0tGo0aS+zGGnvvvSKi2MWCioiA9F7m+4PsvCzsUtR8itn7uriAnbK/2T3TnjnnPGc4fPgwqamptGjRAjc3N7744gvu3r3L9u3badiwIfv27WP58uVMnjyZmTNn4u3tjba2Nr169ZLGnpmZye3btzl27BhNmjShQoUKBAcH4+Xlhba2tpL5xN27d7lw4YJ0M1m1alW1WWjZ2dmEhITw8OFDZDIZ7u7uStPVmVqIopjvc/2vZQaqiru8JXyqGucXprUXFs96enpUrVoVgDZt2vDixQsMDAx4+vQpzs7OODo6cuDAAfr06SMtFx8fj46Ojsp1pqWlSQJ0rVq12LVrF40bN6ZFixZMmTKFwMBAUlNTad26db5lMzMzuXfvHs+fP6dSpUro6+uTnZ3NmzdviIiIQF9fnwoVKkjznzx5kqtXr6Kvr0+7du2k1+3t7aXf7/osInfG6vsUF4sj9BZlX1Bs58OHD7l79y6CIODp6Qnk9N8CeP36NefOnZP6yVWuXFk6xiQnJ7Nz506eP39Oy5YtqVy5smQSc/r0aVauXElUVBRbtmzh+PHjzJo1i9TUVAICArh9+zY9e/ZUOnalp6ejo6ODn5+f1B/O3d0dLS0t3NzcpPEqjp+urq6IoqjyWJCbwpxw/2uu5ar4ELFla2vLzp07uXz5MnK5nE6dOknLJicnS+etwMBA2rRpg7GxMaGhoaxZs4Z169ZJYt6RI0eYPXs2pqam7xxboDq+CtrOgvZxTWx9vCjOAStXriQ2NlaKwV9++YXKlSvnm/+/cl2h4f3g4eHBli1baNmyJXZ2dvzwww+Ym5trYkvDv0rLli0BOHjw4Ce1Hg0aNBROiUlnySMIrgPqAr+JohgLjARWAF1EUbz/4Ub5dhRkiiEIQr4fXV1dPD090dHRUXo9OTmZc+fOkZ2dTbly5bh06RLJycnIZDL09fUxNjZGX18fLS0tZDKZ9GNkZESNGjUwMjIiKSmJU6dOkZycLN1QvX79WjJk6N27NxcuXGD16tW0aNECXV1dOnTowOHDh7l27RrffPMNDx48YODAgbRq1YpXr14hk8nQ0tIiIiKCV69eERERwY0bN7hy5Qo3btxAJpNJ4x8/fjw9e/bEzc1NyuwQBAEdHR1cXFzybbMgCDg7O1OhQgWpNDH3jzpUfa7/xczAvBgYGGBiYiKVXyt6M+Y1B1H1+QmCIN2QK4SWvPGpyP5UxJ6lpSXff/89derUITExkTNnzuDo6MiJEyfIzMxELpdLInbumM39k/d9HB0d2bNnD2lpacyaNUsqR1a3rL29Pe7u7lSoUAFBENDS0pJMSsqVK6e07gYNGlCjRg3q1aun9Loii1cRn+9C3ozV94U6g5e33RcU87q5uVGxYkVJDFEco5ycnPDy8qJu3brUr18fDw8PtLS0pIcAN2/e5OLFi9y6dYtXr16hpaWFl5cXjx49Yt68eZiZmXHlyhXmzp3L9evXqVWrFmvWrCE5OZkXL15w7Ngxbt68iZOTE1euXCE1NRVBEJSOdQYGBri5uREUFMSTJ084deoUmZmZVKpUCT09vUKPEwqTjJJmHPP/zYeILV1dXZo1a0a1atVo1qwZWlpa0s/Nmzd5+vQpd+/e5cGDB1y9ehUvLy+io6OZM2cOYWFh7N69my1btpCamkrbtm2ZNWsW0dHRbxVbr1+/lo5feeNLHYpjpSa2Sg6K81HunylTpuDg4CCZWA0cOJA7d+586KFqKGGoiq3y5cuzaNEiKQN14MCB3Lp16wOPVMOnjKL9lAJF+x1VP46OjkVez/sajwYNGv49SkSmoApBsArgI4pipiAIclEUXwN7PuQY34Xcphh5m5sXh8DAQK5evQrk9OA7e/Ysz549o2vXrujq6mJgYEBycjLBwcFUqlRJ5XudOXOGffv2kZKSgrm5Odra2lStWpUmTZrQr18/Dh48yKJFi6SsjNy4u7szf/58pk6dypo1axg/fjzVqlVjzZo1NGrUiHr16qGjo0ONGjWkG8IqVaogiiK7d+9m5MiRPHv2DEEQOHXqFPPmzSvSditKxgCVmW2qUNzsv+9srJKOIjtTkd2iEAf19fUl5+jy5curLf9OSUmR3D3zxldgYCBBQUFkZWXh7+8vvW5gYED16tVJSEjg/v37ODs7c+bMGU6fPk3z5s3fajsqVqzI33//TZs2bTAxMZGMdAIDA/H19ZXGlpqaKpkL5DY90dPTo3z58vliw8zMjI4dOxYpW1KR7Qco9aosbP5/K2NVlclQccnOzs63LQpn55SUFEm8zf2e9erVk/5PSkrixo0beHt7U6VKFZKSkkhLS6NevXpkZmYyYcIEFi5cSKNGjVi3bh3m5uZ4enry5ZdfMn36dFasWIGZmRkdOnTA0NCQwMBALly4wJMnT8jMzKRZs2bS+1+6dIkqVaoQFBTExYsXefHiBRYWFshkMqX4K4jk5GS18azhf3yI2AKwsLCgZ8+e0v+KPoBubm5ATu/a4OBgatSowV9//cUPP/yAs7MzW7duleZp2rQpv//+O7Nnz+bo0aO0bt2a2rVrFyu2AgMDJadzoEjxpYit3D11NZQ8/Pz8uHDhAidPnmTYsGGkpaUxZMgQ1qxZU+BNswYNRaFVq1aYm5szcOBA0tLSGDhwICtXrsxXFaNBw79BaGjoO1e/aNCgoWTw0YuC/zgOKwTBtYAP4CuKYsY/gmBmwWv4+MktvChIT0/nxYsX2NnZFblZucJIwdfXl8zMTJ4+fYq2tjaPHz/Gw8MDURQ5e/Ysly9f5tKlS1hYWBAeHs6bN28wMDDAyMiI58+f8+TJE65du0a1atUwNzdHR0eHoUOHsmXLFiZOnEj//v0LHIeRkRFDhw6lcePGdO3alTZt2tCvXz/q1KmDm5sbmZmZ6Onpoaury5YtW9ixYweHDh3C09OTEydOsHz5ctasWcPQoUOVGsYXRlpaGrdv38bS0hIrK6sCb7Q0zsJFQ9GbEeDBgwdSyZ06sxeFw3DeWH758iWVKlVCJpPh4+OjclkDAwN69OhBmTJlWLduHQcOHHhrURCgRo0abNy4kU6dOvHVV1/Rs2dPqRegQqiSyWQkJSURERFBfHy8kmCYm7S0NB4/foyzs7PS/piUlERAQAB+fn5Ky+WOL6BQ0T9vPP4bMfk+xG91DrGKBxupqamEh4er7Ruq6F9648YNevToQbNmzYCcGGnTpg3Hjh1j6NChTJ8+Xclt2tLSkl9//ZXevXszduxYVqxYwfnz5/H19SU7O5vnz59jYmJCQkICxsbGPHnyhJiYGCDnwcOLFy/Q1taWnKgLIyMjg7CwMGxtbZUyZzWo5mOILYBz585x6NAhWrZsKTl42tjYMGrUKObPn0/Tpk1Zu3Ytpqam0jK6urqMGDGCLl26MH36dNauXcuFCxdo2LAhAC9evMDIyIi4uDiMjIx4+vQpkZGRwP9iKy4uDhsbmyLFV+7YUmQdaij5VKtWjYEDB7Js2TLi4uIYOHAgixcv1jica3hnKleuzIoVKxg4cCDJyckMGjSIP//8UxNbGjRo0KDhvfHRi4K5HIfXAlXJyRD8ZARBUBZeIKfPWVBQkNQ8vagnfkNDQ0nsyMzMpGvXrjx+/Jjz58/z2WefERYWptSwXYGOjk4+Q4Xjx48r/a+lpcXo0aMZPXp0kbfLw8ODCxcu8MMPP7Bq1SpWrFghTVOUmkJO9tUvv/zC0KFDpRv3Xbt20aRJE7Zs2ULt2rWL9H6PHz/myZMngHLvwaysLKKiorCyspJ6DP7X+ge+DxTudwW54CliOSEhgUuXLkkunVFRUZQrV47atWurFBCysrI4dOgQa9euZc+ePWRnZyuJQm9Ls2bNWLNmDX379uXs2bN4enqydetWoqKiiIqKkrLAFHh5eXH48GGsra2VXn/8+DH37t0DkLJSAQICArh8+TJAvuzH3L9z/12S41HVODMzM4mPj8fAwIDQ0FCpB1zFihXzLe/r68v9+/eJiooiKCiIOnXqAHD06FGOHTvGr7/+yoABA9S+v6enJ4cOHWLPnj2MHz+eTZs2SU7VZ8+eVZrXyMiI5ORkvLy8aNy4MTt27KBNmzZFElzDwsJ48OABUVFR+Pr6arKJ/x9419iC/51Xcmfkvnr1ivnz59OrVy8WLFigtjdp6dKlWbFiBQMGDGD06NHs2LFDOi+eO3dOaV6ZTEZoaChTpkyRYsvFxaVIjta5Y8vHx0cTW58IMpmMLl26YG5uztKlS4mIiKBjx45MnDiR9u3bf+jhaSjhVKpUiZUrVzJo0CDi4uI0saVBgwYNGt4rH70oCCAIgj1gxScoCKoiIiKCmJgYTExMsLOzyzc9KSmJq1evKmUn5S4/VNwQZWRkEBQUxMiRI3FxcWHIkCHY2tpibW1N2bJlKV26NLa2thgZGZGVlUVSUhKJiYlKP8nJyTg4OEjZGXnFw8IwMDDgjz/+YP78+bx48YIHDx7w4MEDEhMT8fLywtvbm7JlyyoJQJ6enpw+fZovv/ySRo0asXTpUiXTidykpKRw7do1UlNTpUxJZ2dnpRutqKgoXr58CeRkjUDOzeN/JUMwd1ne29yAZmZmEh0djaWlJV5eXvlKCVJSUrh58ybe3t5S1sulS5dYtmwZO3fuBHLK+Ly9vfHx8aFixYqIokjz5s158eIFq1evZsOGDbx8+RJLS0v69+9Pr169qFKlyjtvO0DXrl1p3rw5mzdvZteuXVKvHisrKywsLLCyssLKyoqkpCSGDh1Kw4YNOXLkCLa2ttI6bGxsCAwMlOInNTWV27dvS+KEn5+f0nvmLQnM/be6eCwJJYSKfnDwPzOI6OhoIiIisLW1pUKFCshkMlxcXIiKimLnzp18/vnnWFlZATmfQ+fOnblx44ZUPhwUFMT58+fR0tKib9++hY5BEATat29P+/btEUWRtLQ0EhMTpT6Mir9Xr17NzJkz+fPPP/nyyy8xNjbm9OnTGBsbU7t2bQwNDUlOTpZaDeQuL7ezsyMqKoqsrCzu3LlDxYoV1ZoWaXg/vGtsAdSpUwcDAwOl2AoLCwOgb9++RfoO/fz8OHHiBJCTwZqYmEhcXBypqanSeXH//v0sXbqUbdu20b59e+zt7VXGluJ8rC627t27J/Xa1FDyMTAw4PPPP6dy5cp07NgRgMmTJ1O6dGkp81SDhrfF3d2dP//8Uym20tLS6N2794cdmIZPhjZt2nyS69GgQUPhlAhRUBTFF4IgtBFFUfzUBUEFcrkcR0dHlVkNV69e5fLly2hpaVGtWjVCQkKwtbWVBDuFuHD58mU2btwIwI4dO6T+NgoDh9xoaWlhYmKCiYlJoc3RIyIiuHPnDiEhIfj7+xeYOaZAR0eHChUqKDm5KsjIyMj3WpUqVbhw4QJfffUVX3/9NRcvXuT333/P93ncvXuXgwcPSuuwsLDI17hdcdOo+P1vubt+rLxrqXR0dDTh4eHA/0Ss3Ny8eZPAwEAgp2QXcm6m9+3bR/369WnSpAlBQUEEBQWxY8cOaTkLCwvevHmDlpYWrVq1YsGCBbRu3VptJs+7YGFhweDBgxk8eLDS6woDEgXlypWjXbt2NGzYkBEjRtC1a1dMTEwICAjg4sWLlCpVimbNmnH9+nX27dtHy5Yti9yfTkHeeCypKPp3mpubAzklvnK5nEqVKpGcnMyCBQuk7Mpvvvkm3/Lx8fFs2LCB5ORkAgMDpT6nqrKZ1SEIAnp6eujp6WFubq50XGvevDmXL19m7Nix/P7777i4uJCSkiIdH+vUqUNCQgJpaWmEh4fz8uVLbt68CeSUl/v4+HDv3j1SU1OJiopSGfsa/h3eZ2ydP38euVyOj49PsXsj6ejoYGFhgampqVJsNWrUiKFDhzJx4kQ2bdqEhYUFr1+/pkyZMsD/YgtyzuV///239CAgd2ylp6drYusTxNnZGU9PT6ndxqBBg+jQoQPTp0//wCPTUNJxdnZm4sSJTJ48GYBffvmF4ODgIvfg1qChIEaOHPlJrkeDBg2FUyJEQQDxn6v5j0UQLE72Vd4bkbxZfXmnm5ubY2pqirm5OZmZmflEuqpVq5KdnY2VlRX379/n1q1bXL58mVatWqGnp4coiqSmpvLo0SMOHz7M7Nmzsba2lhyc3rx5U2CfwujoaCBHMLl58yb3798nJCSEkJAQHjx4oNQrzcDAgEmTJuHv749MJsPV1VXtOvX09FROy8jIwNLSMt/rxsbG/P3330ydOpX58+dz69Yt1q5dC+SIU9ra2ri4uNCqVSvS09PR1tbmzp07pKamoq+vT7ly5QgLC6N8+fJSOajis/+v9BMURVGpLE8URekz0NfXVykAZ2Rk8OLFCymDU/HdWFpaIooi2dnZSjHv5eWFTCbDw8ODxMREbt68yVdffYWzs3O+/l0RERE8ffqUmzdvcufOHdzc3OjcuTM2NjYkJSWRkZGhUiQuKGYjIyMxNjZW+xlkZqo/ZKSnp1O6dGnp/4oVK7J161a6dOnCjBkz0NbWpkuXLjx69AhtbW2ysrLIyspCR0cHAwMDydDHx8cHLS0t7t69i5aWFhUqVMgX77mPGYp4zG2Mo/gu3tW9+P8LRa83ExMTaXvS0tK4ceMGDx8+xMLCAl9fXz777DOysrLIyMjg1atXvHr1itu3bxMUFERMTAzh4eFcvXqVjh07kpmZKWV2Ady+fRtjY2Ps7e2RyWQkJCSoPFZATlmmTCbj3r173L17VypXX7hwIefPn2fJkiUsWLAAX19fvL29gZx+ci9fviQ4OJiYmBjs7Ozw9PSUYsbV1VXqJffkyRPKlCmDtrY2kLNvKUTGorjM5jWaKSnf84dAVWyJokhsbCwbNmzAyMhIKbYg57h15MgRXr58SVBQEElJScTHx5OVlYW3tzfa2tqEhoZKn/uTJ0/IyMjAyckJHR2dQmNLV1eXkJAQ7ty5g46ODq1bt2bMmDF89tlnrFixgnXr1lG2bFnKlClDtWrV0NXVRSaTERwczNOnTylTpgwWFhaSaYqrqysxMTHvFFuKefPGlya2PjzTpk3j22+/5dmzZ/j6+nLu3Dl+/fVXGjRokG9eRZWDBg1FoX379qSlpfHLL7/g6+tLQEAAEyZM4PPPP883rya2NGjQoEFDUSgxouDHxrsIS3kbque9gI+IiCA2NpaIiAgcHBzyLW9gYICTkxPPnz/H2tqamJgYgoODsba2llKt37x5w88//0yNGjUYOHCgUnmSwk5eHffu3WPfvn0cOHCA169fS9vo4uJCjRo18PT0pFy5clhYWDBjxgxGjx5Nv3796NOnj9o+cAVlaAiCoHY5uVzO9OnTqVKlCoMGDaJ+/fqMHDmS5s2bk52djaOjo9RHUSF0paSkEBgYSEhIiPS+uY0xFCWuH3v/tvdF3tJUdQ39Fbx48YLHjx8DOU+l5XK5UiaLTCZTih8DAwOqVatGYmIiwcHBdOnSBX19fbZu3YqZmZnSuk1MTKhTp47USy7vONUJ7Hp6emob8mtra0vxk56ezrVr10hPT5cEzNTUVLKzsxFFEZlMhq+vrzQudaL7zp076dSpEz///DMmJiZkZ2djZ2dHzZo1kclkVKxYEUEQiImJ4erVq4iiiKWlJWfOnEFbWxstLS0qVaoE5JQah4SEYGNjQ3x8PNbW1ujr60tCeXJystrv4mMmt0GS4jN88OABhw4dIisrC1dXV7744gtpvqdPn3L58mUqV66Mp6cnDg4OrFq1Cn19feLi4qhZsyZaWlrSd3nkyBEGDhwI5Hz/rq6uODg44O3tTfny5XF1dSUqKoqbN28SHBzMtWvXePbsmVKmcI8ePRg+fDi1a9emZ8+ebN68mSlTptC5c2fKli1L9+7d6dChA3FxcQQEBFC+fHni4uIkIVsul1OqVClCQ0OlfqWKjGuF03Zhpd+F7W8a8qMqtgAOHDjA3bt3cXR0ZPjw4dJ8aWlpUk9JGxsbqlevztmzZ9HS0mLVqlX06NEDLS0tZDIZWlpaPH78mHbt2pGWloZcLsfJyQlHR0e8vLwoX768ZIiliK2rV6/y+PFjpQcWR44cYdq0aZQvX549e/Zw8uRJxo8fz/Dhw5k4cSKdOnWie/fuxMbGEhUVhba2Ns+fP8fAwAAHBwfpgUtYWNhbxxZo4utjIe/1hIeHB1u3bsXGxkY6f+7evZuIiAg6d+78IYaooYSi6lq1d+/eBAcHExAQAMCZM2dITk6me/fu/9/D0/AJoXhocerUqU9qPRo0aCgcjSj4lryLMUBhyyr6CObuJ5icnExQUJDUZ+3JkyeULl0aFxcX4uLiCAsLk7KstLW1GT16NAkJCSxevLhI/YrCwsLYuXMnf//9N3fv3kUul1O3bl1GjRpFlSpVsLGxQRAEHj16pCQQLV26lFmzZrFy5UoePnzIpk2bCszaEkWREydO8OrVKzp27FhkZ+VOnTrh7u5O9+7dGTVqFFevXqVFixaEhITQvHlzDAwMJHFKIQ66urry4sWLfOXNCjOM/2o2hSLu9PX1yc7OJiEhgeTkZEqVKoVcLsfe3h5QNmspCtnZ2QwbNoyYmBj279+vUtD+Nzl//jwTJ07k0aNHBc4nl8upX78+bdq0kcqd81KpUiV27txJ586dGTp0KMOHD8fU1JSYmBjMzMzQ1dXFz8+PpKQk9PT08PX1RUtLi3r16qGlpYWrqyvJyclS+djTp09JSkqSSoYjIyN58uQJjo6OmJmZlUgH0rwGSZBjQtO8eXMyMzOpUqWK0nbFxcVx69Yt0tPT6dy5M0lJSTRo0IBdu3YBUL16daV5J0yYgIeHBz179uThw4c8fPiQgIAADhw4kG8spUqVwsXFhebNm1OxYkXc3NxYu3Yt69ev586dO8yaNYsKFSpIIuDevXtZv349s2bN4pdffqFOnTro6enh7++Pra0tycnJ3LhxA1dXVx4+fEilSpUoV66cVB4KRX+4UFJMZD4mVMUWQKtWrdDR0aFx48ZKsXX79m2uXbuGk5MTJiYmpKen4+rqSnR0NImJiUqxlZ2dzZgxY9DV1WXKlCk8ffqUhw8fcu/ePU6cOJHvAZaxsTEuLi5069YNDw8PKlasyPnz55k3bx7du3dn7ty5VKhQgYYNG3L27FlOnDjBxo0bWbduHcuXL8fd3Z1y5cpJQqCpqSkXL16kcuXKiKLI48ePsbGxeavYyj2PJr4+PszMzLh8+TKjRo2S2rtcunQJfX192rVr94FHp6GkM2/ePCZMmMCZM2eAHOMzY2NjTWxp0KBBg4ZiU2xRUBCEFkB3oBpQGpABEcB14C9RFHe9zwF+rORuip6XwkqLC3v6r6OjQ7ly5QCk0qigoCCuXbsmzRMcHIy+vj7a2tpUqVJFKpMKCwsjODiYbdu2STfVBREYGMj06dO5cOECoiji5+fH+PHjadasmdTPqSB0dXWZMGEC5cuXZ9GiRTRu3JiNGzfi5uamNF9iYiInTpxgyZIl3LhxA4BVq1axYMGCQseowMvLi4sXL/LTTz+xcuVKbt26RefOnbG3t6datWrSfAYGBvj4+BAdHf3JGwS8jYmIIv4UZWehoaEkJiYik8mwsbGR4q84omlWVhbdunUjKCiITZs2Ubly5bfdpGIhiiIPHjxg9erV7Nu3DwcHBxYuXIidnZ2UeZiRkSH9nZyczLFjx9i/fz8nTpzA0NCQ9u3b07dvX6VsUoAKFSpw4sQJmjdvzq+//krbtm1xdXWV9k1QdvyGnFIdRUbi1atXCQoKwsPDAw8PD5ydncnOzsbAwIDs7Gz09PRISkrCxsbmk+ltqaurS40aNaQy69evX2NhYYFcLicrK4s3b95w//59jh8/jiAIlC5dmoSEBExMTHB3d5fWM23aNN68ecOqVavw9PSUXo+OjkZXV5eHDx8SEhKChYUF3t7e2NjY8PjxY6Vj1pgxY/D09GT69Ol069aNrVu3Ur16dfT09OjUqROdOnXixYsX/PXXX2zatIn79+9z4cIFjh07RpMmTYiNjeXWrVukpqYCULduXaVtFQQhX0lwbnKXdWoyuN4P5ubmfPHFF/liKy0tjezsbCIiIggJCSEmJobU1FTevHkDKAvOGzZsICAggDlz5tChQwfp9ejoaIyNjQkJCeHhw4doaWnh5eWFk5MTT548UYqtLl264O7uzqhRo+jVqxdLly6lc+fOyGQymjRpQpMmTYiLi2PHjh1s3LiRgwcPcvjwYZo2bUqLFi2kbFYtLS1u3rxJ1apVpdJhKF5slRSTov8qVapUYdKkSaxYsULKCD158iSZmZl88cUXH3h0Gko6n3/+OcnJyVLG4MmTJ4mOjlZrzqdBgwYNGjSoosiioCAI+sBawBo4CuwB4oFswBRwBgYKgvAN0E0Uxbj3P9ySwbv2rIuLi+PkyZM0bNhQWl6RIZjbkVVRnqirq0uDBg0ICwvjxo0b9OjRA09PT3744YdC32vSpElcuXKFkSNH0rFjR5ycnIiMjCzWeAVBoEuXLjg7OzNp0iRq1arF999/j7+/P6dPn+bkyZMEBASQlZVF2bJlmTNnDpaWlvz000/069dPespZFAwNDVm4cCH+/v706NGDc+fOSduZnp5OWFgYdnZ2Uq8yUG2OoeBdnXk/NO8aa/r6+jg6OpKcnKy2n1ZRePjwIQcOHKBx48Y0bdr0rddTFBISErhx4wYHDx7k4MGDhIaGoqury/fff8+AAQPyZZ8qemkq8PX1ZcSIEVy5coVdu3axZ88e9uzZw8WLF/PFiqurqyQM7t+/n0GDBhV5nAoxy9PTE7lcLsWmTCbD2NgYMzMzYmNjiYyMxMTERHLBLWnk7ouYe/xv3rwhIiICyMmYMTMzo1u3bmRkZJCWlkZwcLD0ueQWRjMzM9m7dy9+fn5KgqACU1NT/Pz88jk+q6Jt27aUL1+eESNG0KJFC1avXk379u2l6fb29vzwww/89NNPXL16lfXr17NhwwY2btyIt7c37dq1w9vbW+rLlJaWxt27dxFFkYoVKxaY6awp63w/qIovVbHVsGFDnJ2dCQ4OJiEhgQcPHnD//n0Apb6hu3fvxszMjLZt2+Z7L319fby8vPI9IFBFlSpV2LRpE6NHj6ZPnz48efKEH3/8URLyTE1N6dOnD9988w0PHz5kw4YNrF69msOHD+Pg4ECHDh3o2LEjVatWleIrPj6eM2fOUL9+fUxMTNS+tya2Shb6+voMHz6csWPHSuejs2fPoqenR6tWrT7w6DSUdLp3746xsTEnT54EcszfNm/eTJcuXT7wyDRo0KBBQ0mhOHegk4A1oig2EEVxuiiK20RRPCyK4lFRFLeLojhbFMUWwC/AzH9ltCUEAwMDTExMCi3nycrKIiIiQmpqn52dTVJSEsePH5fEtNzrrFKlCkFBQQDUrl1baf2ZmZksWbKEjh074u7uzu7du4vk4qooM2jXrh1OTk7F3FJlqlevzuXLl2nfvj2//PILLVu2ZPbs2WRlZdG/f3+2bNnCmTNn6Nq1K82aNWPy5MmEhYUVSxRUoPgcvvjiCxISEjh9+jT379/n8ePHPHr0iPDwcMzNzQt1eFXcXCn6ur0t2dnZJCYm5nM+/rcpaqypQyaTYWpqiq2tLdnZ2Tx+/Fgqc1JHSkoKFy9eJDQ0lLi4OE6fPo29vT2jRo3i+PHjzJz57rt/aGgo69atY+bMmQwdOpTu3btTu3ZtnJyccHJyon379qxevZoKFSrw888/c/bsWYYPH17kcnQtLS1q1arFpEmTOHbsGGlpaWqdIR0dHTlw4ABaWlp89dVXREZGkpKSwtmzZ0lKSlL7HgYGBnh5eUkx+fjxY8lEQyaT4eDggJ2dHXp6eoSHh5OUlPTB4kgVRR2LwhQir/hqYWGBjY0NhoaGnDlzhvv37/PmzRuqVKmCnp4e3t7e1K1bF2dnZx4+fMiDBw+AnPLuAQMGcPny5bc6NuSlQoUKrF+/Hi8vL7p168ayZcvyzSMIAtWrV2fRokXcv3+f+fPno6enx7Rp0+jcuTNt27ZlzJgxXLx4kdOnT3P27FlCQkJITk4mIyODiIgIKatbwbvum58yxYlzVfGVN7aePXuGiYkJN27cQBRFatasSZ06dSRDmdwl54MHDyY2NpaVK1e+83ZYWVmxbNkyunbtypQpU/j222/zxQGAm5sbkydP5u7du6xZs4aKFSuycOFC6tSpw/Dhwxk1ahQPHjzgzJkznDt3jjNnziCKomS+lDe+NLFVMlH0SFVw9OhRduzY8YFGo+FTQvEAS8Hly5fZunXrBxyRBg0aNGgoSRSnfHiKKIrq74D/QRTFs4IgBL7DmEo8BZUW5yYqKoqXL18COdlsipufKlWq8Pz5c2rVqiXNm5qaysKFC7l37x52dnaYmpoSEhKClpaWlBVx/fp12rVrx4YNG4qccaTIUHjy5Em+3ntvg62tLX/++ScDBgwgIiKCunXrYm5uzqtXr/L1TWvWrBkWFhZs2bKlWI23Hz58yMKFC6UyrC1btpCWloaPjw8uLi7ExsYSEhKCh4dHoaXD76sf04dyNC5qrBWFFy9eSP34cpfI5uX27dtcuHCB0qVLo6WlxcWLF0lNTeWXX37h9evXzJkzBysrK/r37/9W43j06BGNGzfmzZs3CIIgNWp3dXXF39+fMmXK4OLiQv369TEyMuLly5fv9Bk4OzszcOBAFi1aRM+ePVVmoDk7O7Nz506aNGnCF198wfTp07l+/TqAUvlwXkJCQrh79y6urq44Ozsr9QlVGLgkJCRIrymOAfDhnbGLGtO5TSFyI5fLsba25u7du8TExPDy5UsyMzNJTEwkPj6eqlWrIpfL6d69O8uWLePvv//mp59+AnKEm/379zNhwgQOHTr0zj0Xzc3NOXjwID179uT7778nLCyMSZMmqTxOWltbM2TIEIYMGcLDhw/ZsmULmzZtYu7cufz+++9SD0ILCwuuXbtGqVKlSEtLA5SzkjVlneopzvFSVXzljS1zc3MiIiI4cOAAgiCgr69P7dq1KVeuHEuWLGH79u1S1kzjxo1p0aIFixYtolWrVu/8MExbW5uVK1diZ2fH3LlzCQ8PZ82aNSq/e0NDQ7p160a3bt14/fo127ZtY/PmzSxbtozly5czceJE6tatS40aNQgMDMTKygpRFImLyym8UMSXJrZKJg4ODowcOZKFCxdKD9/Onj3LoEGDWLp06QcenYaSTp8+fdi8eTOXL18G4OLFi3zxxRca4VlDkfnyyy8/yfVo0KChcIokCgqC4E5OqXBSntfLAr65f0RRtCuKeKgBKYtNUbapuOmJjIzE1taWyMhIaZ6AgADmzp0r3RxATraTmZkZ5ubmWFhYMGHCBCZMmICWlla+rB11KG6IFL1u3he5ezipQ0dHh06dOvHnn38SERFRYJlvbkaPHo2+vj6//vorUVFRuLm5ce/ePapWrYqRkRGpqaloa2vj6upa6LryimpvW078sTZ7z9t7SkFWVhZRUVFYWlpKbq8KgxFbW1tev36NlZWVSlHVw8ODhIQEypUrx+PHj9HR0UFXVxdBEPj111+JjIxkzJgxlCpVis8//7xY442OjqZjx45AjptexYoV0dHRIT4+/l814/j+++/ZtGkTv/32G+vXr1c5T40aNVi7di1dunRhyZIlDBkyBF9fX5KSkggMDMTX1zffjbpcLufu3bu0bNlSrfhhaGiIra2t0vZ9DHFU1JiWyWSS67eqEmhnZ2cgR4xRCKQhISGSEUm5cuWoXbs227Ztk0RBXV1dpk+fTteuXfnrr7/o27fve9mezZs389133zF37lwePHjAypUr0dPTU7uMm5sbP//8MxMmTCAgIICePXuydOlSevbsyfPnz3nx4gVGRkbY29sXmpWs4X+8r+OlIracnZ3JzMyU3MQVsWVoaIiDgwOHDh1SEt8nTpzIuXPn+O2335g/f/47jQFyRLopU6Zga2vLqFGjaNy4Mdu2bSvQrMna2ppBgwYxbNgwQkJCGDZsGLNnz+b69etERUXx9OlTsrOzpeOKJr4+Dezs7Jg0aRLjxo2TTG3++OMP7t+/z4kTJz7w6DSUdLp06YJMJuPixYsA7Ny5Ez8/P6nnoAYNeXFyciI0NFTptSFDhgA5lTJvw+DBg995XO9zPRo0aCicQkVBQRDmAh45fwrXAS1yBEAfwOKf2URgFzD33xnmp4mWlpaSEKZwXKxQoQKCIGBnZ0dgYCDu7u5SqeaMGTPo1KkT5ubmaGlpSYKOAkXGSlJSktobLm1tbanMsnTp0piYmPD8+XPptStXrqgdc1RUlNoSzQsXLkgmInmJi4uTshJzU716dZYtW8Zff/3FiBEjVC6bexv37dvH4cOHmTNnDuXLl8fV1RUtLS2sra2lkjR9fX08PT3zuUjmRjEtMzOT6OhoSRx724y/95mx9z5R13sqb5Yq5Ii0zs7OREREqOzHqHDTdXR0xMPDAyMjI6ytrTE1NcXDw4Ps7GyuXr1K5cqVSUhIYMCAAdjZ2dGkSRNpHbq6umrF1oMHDzJ58mSePXvGtGnTiI2N5cKFC0BOdqi67MXY2Fipv6YqYmJi1E5LTU3FwsICQRDo1KkTy5cvl9xAs7Ky8vX1ateuHdOnT2fs2LHY29uTnp5OVlYW9+7dk8SI4OBgypYty++//87ChQtJS0tDJpPx7bff8vTpU8qXL692H/qY4qg4Y1FkOGZmZpKamoqlpaUkKCv2R8jJqszMzMTY2FgSEK9du4ZMJiM4OJiHDx9KrtVt27alevXqbN++nTFjxiAIAqdOnVIyZMhNSEhIPoMjBQkJCdKx8ZtvvsHExEQq35w1axaNGzdWu22K7fDy8pKOvxMnTuSnn35CV1cXZ2fnIpkyafgfbxNbAHp6ekoPM3LHFkDTpk0l93lFbNnZ2XH58mX279/PZ599hiAIWFtb061bN9auXcuiRYuwsLB4L7FVp04d5s6dy4QJE6hVqxazZs0qMNMhNTUVQ0ND7O3tmT9/Pr6+vvTt25d169YhCALly5dHW1u7yA/MNHycqLr2WbhwIZUrV6Zu3brUrVuXjIwMhg0bRpUqVZRav/To0eP/c6gaShiqYsvX15cvvviCnTt3SgZZgwYNws/PL19bIU18aQgNDZXuiRStlN5H9dTHtB4NGjQUTlFSoXoAnwOdgZ+AvsB9YDxQFzADIoHBoii++yP3fxFBEJwEQfhaEIROgiA4f+jxqENXV5eKFSty8eJFbty4wb1796TMv9atW+Po6IiJiUmx3GHVIQgCzs7O7z1TsKg4ODjg5eXF6tWrCxTxIEfcGTFiBB4eHvTp04fz588r9QJMSUkhISEhX5ZkQf2roqOjefnyJdHR0UCOgPEp9WpS13vKysqKMmXKqMw+sbKywtbWNp/xyNWrV9m5cyf379/HyMgIfX199PX18fX1JSsri2PHjuHp6Ym/vz8rVqzA3d2dDh06sHHjxkJ7h2VnZ7No0SLu3LnD999/X2RH6vdJp06dyMrKYvv27QXO991339GvXz9+++03Fi9eTHp6On5+flSpUoXz588za9YsqlevLrmbtmnThqlTp3L48GGl3nkK1PXkK0ko4iw5OVlpf1KQex/Mu59WrVqV2rVrA+T77Hv37s39+/e5dOnSexurwhhp3rx5vHz5kr59+0rlVoXRokULGjVqxIYNG7h58ybx8fFcvHhRZR85De+H3MewqKgoXr16pRRfuWMrOTk5X2z5+PhgZ2fHtm3blNbbp08f0tLS2LRp03sdb+3atVm5ciUGBgYMHjy4yOt3cnJi2LBhnDt3jvXr15OUlMSdO3dU9qvUUPLx9vbm+fPn0v+iKLJr1y4GDBjwXo93Gv6b7Nixg6pVq0r/nzx5kgEDBrBt27ZCr7U1/Hdp1arVezE/+tjWo0GDhsIpiij4NzlOwyuAs4Al4AAcFUXxoiiKCQUt/LEgCIIbsA2oDvwOTBQEwa7gpfJjZ2eHIAjSz6RJk5SmqxOgFKYiRb24j4qKwszMDEdHR9zd3bl16xaGhobvpe9fXsqVK6dWFExISCi26UFKSgo3b94kODiYjIyMQudv3bo1ISEhnD17Vu08t27dombNmjx79oz+/ftz5coVrl27xq1bt6R59PX1pQwkBampqVy7do2oqCiVZiKWlpaUKVNGEsAU2Zrv6gI7adIkKUZy95ErjMLiq7goek/lFZAVWapaWlpSQ3vFhaK6z0AQBNLS0rhz5440n4JLly5x+vRp1q9fT82aNXFzc+PAgQOUL1+enj17Ur16dY4ePap2nJMmTeLcuXP06tVLerKdm5iYGB49esSdO3cIDAzk7t27792Mo1y5ctSsWZOtW7cWuG5BEJg3bx4tWrTgwIEDZGZmUrt2bQICAhg3bhx79+6lXLlynD17llWrVrFs2TIsLCyYOnUqjo6OlC9fXnLfTUtLk4To4pRHv018ve/Yyo0izqytrZX2JwXJyclERUVJWYG599NHjx5hbW1N3bp18wk3HTp0wNjYmNWrVxdrPFlZWYUea2vVqsWff/6JoaEhbdq0YePGjUXazpkzZxIXF8eOHTuwt7fHzMyMqKioAseS99gviuJHYyiTl481tgRBwMrKitKlSyvFV2Gxpa+vT82aNTl8+LCUcQg5mZ9+fn5FeiCVm+zsbMkcTB3lypXjzz//pHLlygwcOJAJEyYU6dw/YsQIrK2tOXToEBUqVKBMmTK8fPlSbXxpYqtkY29vT69evbCxsSE0NFRqR7B06VKNMFhMNLGVn4CAACpVqkRkZCQPHjzAyMiIvXv3aoTBYvK21/MaNGjQUJIoVPkQRXEwMALoL4qiPzkZg97ALUEQpgmC8NGnVAmCYAIsBxaJojiQnG34EqiQZ75CU+/CwsIQRVH6yXsRoc7NVlGuWdDNY26srKxwcXGhXr166OnpcerUKXx8fAo1zigu2dnZxMfHqxxXSEgIP/zwA99//z1//PEH586dU+ppmJvY2FgCAwNZuHAhI0aMYMmSJSxevJhZs2apXUaBv78/RkZGBWZo9e7dm0ePHlGmTBnCwsKQyWRUrVoVJycn9u3bx6lTp6RSLJlMRnJyMtevX+fWrVs8fvyYyMhIldl/CrOHvGXY78qkSZOkGFE4zhaFwuLrbcgr+uUlb8wqsm3yxrCfnx/ly5cnMTFRMtlQULNmTYyNjYmLi5NuZsqUKcPly5dZv349MTExtGjRQnKNzs2GDRuYPXs2TZs25YsvvpBeT0tL4/jx44wePZpp06YxatQoxo8fz7Rp0xg3bhxDhgxh+/btBZYH5yY2NparV68W6K7cpUsXqXy5oBt/uVzOpk2bqFSpEl26dMHV1ZXGjRsTFRXFmjVrOHnyJNWqVQNyhOeRI0cSHBzM3r17pQzg27dv8+DBg7cSot8mvv6N2MpLbrE5NwYGBkRGRvL48WPu37/P3bt3SUtLk7Ik09LSsLW1JTg4WOlYZGhoSOfOnfn777/VtibIiyiKzJo1i2HDhrFnz54CHaKdnJxYuXIltWrVYvDgwXTo0IHg4OAC1+/p6cnXX3/Nn3/+SXR0NC4uLgX2e1N17H9fruf/Bh9rbAFSq4jcx+vcsXXnzh0ptiBHdHn+/DnNmjUjLS0tX0Zonz59uHfvHps3by7yGLZs2UL//v1Zt25dgedzU1NTFixYQL9+/Vi4cCH+/v4cO3aswJtxExMTJk6cyMWLF9m/fz8ODg5qM7pBE1ufArq6uri7u/PixQvc3d2ZPXs2JiYmLFu2rMBzlQZlNLGlGj8/P0JCQjAxMWH27Nm4u7uzb98+Hj9+/KGHVmJ42+t5DRo0aChJFEkJEUXxdq6/twmCsBcY/c9PL8D43xneeyOLHJOUF4IgCKIonhIEYSfgLAiCGfBCFMUr4nt4dKaugbrior6ozcIVN9cZGRkcOXKE27dvs3z58ncdnoQoipw8eZLp06cTGBjIzz//rDQ9MzOTdevWSf3ibt++zdWrV4GcxrNVq1alcuXKhIeHc/78eW7fvk12djalSpWiSZMmeHl5ERcXx7p165gzZw5ff/212rHo6elRtmxZXr9+rXaeJUuWsHz5cnbu3Mm8efOIiIhgxowZ3L9/nwMHDmBgYICRkZHkHHvnzh3u3LlDmTJlSElJITw8nOTkZKU+VhkZGTx//pyyZcuq7SX1KaCur6CCvDFrYGCAKIr5YtjAwIDu3bsTFBRE5cqVlaYZGRkxePBgLl26RM2aNaXXZTIZ3bp148GDB0yfPl3qF6fg8uXLDB48mAYNGtC/f38po/HIkSOsXr2apKQk7OzsaNOmDZUqVUJXVxc9PT0iIiI4ceIEf/31F5s3b6ZevXp89tln1KxZUxKkEhISuH79OufOnSMoKIinT58COSL0mDFjVIpwbdq04fr166xevZoHDx6wdetWLCws8s0HYGxszKFDh5gzZw4PHz5kzJgxdO/eHblcrpSZGRYWxty5c3FxcSE1NZUDBw7QunVrPD09/5XM34+J9PR0wsLCsLOzw8vLC4Bz587x4sULUlNT0dPT48SJEyQlJXH//n28vLzyZRmOHTuWQ4cO0blzZ0aMGFHoMfTGjRvcuXMHe3t7tm7dyt69e6lXrx4ODg751g054s3ff//N0qVLmTdvHvXr12fIkCGMGzdObfbmlClTuHnzJr1792b79u20bdtW7XhUHfs/VmOikoSq2Dp58iSRkZGkpqZSt25dDhw4QGhoKJcvX8bAwECpnA6gW7dubNq0iWHDhjFq1KhC98eoqCgOHz6MlZUVx48f5/jx41SrVg0zMzOVPU/lcjnz5s2jbt26TJw4kQ4dOtC2bVt+/fVXrK2tVb5Hjx49uHDhAtOnT0dfX5+xY8eqHY8mtj4NXFxcqFy5Mjdu3GDQoEFkZ2djb2/PgQMH3ovJkob/Ljo6OrRs2ZJ9+/ZJsVW5cmXOnz+Pi4vLhx6eBg0aNGj4SHir9ChRFFOBKYIgrAbmkJN1t1IQhK9FUSxaKtz/A4IgaImimAVkAqWAnwFbQRBsgUbADXJ6JsoEQdggiuKyd31PdQ3U85qKFIfZs2djb29Pt27d3nV4QE6p55w5c7h48SJly5Zl8eLFdO3aVWmeI0eOEBYWJjW+FkWRFy9ecOXKFcLDw9m7dy87duwAcrJtunTpgpGRET4+PkqCiKWlJb///jtLliyhXLlyah2BTU1NlUq78lK9enWqV6/O7NmzmT59OkuWLGHHjh18++23NG7cGEtLSypWrCjNX7FiRWQyGYmJidy+fZuMjAxMTU3x9/eX5nn+/DmPHj0C/udi+SlS2E2iojwv7/+qEmeNjIyoVasWycnJnDt3Dh8fH2lZIyMjmjRponK5Q4cOUaNGDSWBLSwsjM6dO2NnZ8fGjRslg5vMzEzWrFmDnZ0dvXv3xtPTk5CQEKWb7goVKlC/fn3Cw8PZt28fly9f5vTp09jY2FC7dm0ePHgglRjr6uri6elJo0aNSEhIYNu2bdjZ2dGrV69849TS0mLSpEl4enoybtw4qaQ1t5lBbkqVKsXs2bOVXsud3ZGamkqXLl1ISkpi0qRJWFhYUKpUKapXr/6vuil/LISFhUkZCeXKlSM5OZlnz54RGRmJKIp4enrSpk0bLl68yIoVK1ixYkW++LG2tmbLli00adKExYsXM3bsWLUifnZ2Ntu2bcPa2ppp06bx4sUL9u3bx9GjRzl16hStW7eme/fuktO2Am1tbYYPH06PHj2YOHEiixYt4tChQyxdulRJ5FZgYmLCzp07adeuHR07dmTHjh20bt1a5ZhUHfsFQfhoDGVKKqpi68mTJ0pZ0Z06dSIhIYEpU6bQp0+ffAK/trY269evp0GDBixatIipU6diZmam9j137twJwE8//YQoihw8eJCTJ0/StWtX/P396dGjh0rTo88//5zWrVvz+++/M3PmTGrUqMHcuXNV9kqSyWQsWbKErKwsxo8fj5aWFj/++KPK8Whi69NALpczfPhwFixYQHBwMPb29jg6OvL69WsGDx7MkiVLPvQQNZRgOnXqRGZmJocOHcLLywtDQ0NSU1M5duyYxmhEgwYNGjQAbykKKhBF8TnQRRCE34GFwC2g9PsY2LsiCIIrOWM7LYriWUEQmgGrgWrkGKT4i6J4XxCErcBw4DNBEP7+mERNgIsXL3L27Fnmzp2bzzWsuFy9epVp06Zx8uRJbG1tmTt3Lj169Mi33sjISPbu3Yuvry9VqlQBcm40ypYti76+Pt7e3qSmpnLv3j2srKykG+wLFy7ku6EvV64cI0eOZMGCBYwYMYIpU6bkyzKDnKyropSBWlhYMG/ePAYNGsRPP/3EjBkzsLe3Z9q0adSvX5+kpCQCAwPx9fXFx8eH1NRURFEkPT09X5ZI2bJllX5/quQV/d4H169f59q1awAqewDmJjIykoCAAKXSnLS0NDp37kxiYiIHDhxQyuC6ceMGiYmJdOrUqUBXYQBbW1s6derE+PHjOXPmDLt27WL//v2SGU21atWws7OTYlwUReLj4/nrr7+wt7enTp06KtfbqVMnypUrx7Bhw/D392flypV89tlnRfhklFm0aBFXr15l48aNVK9endKlS7/37+JjRtF/R/G7atWqZGZmoqWlhZ+fH/r6+lSvXp3ffvsNKysrunXrprK8snLlyixbtoyePXuyZs0a+vXrp1J8vnr1KqGhoQwcOBC5XI6TkxNDhw6lZcuWXL9+nX379rF7924aNmxIu3bt8PPzU8oYNTc3Z+HChXz22WcMGzaMZs2aMWzYMMaPH59PxDU1NWX37t20b9+eDh06sGvXLlq0aPE+Pz4NBaAqttLS0tDR0ZEyxg0NDXn06BFpaWkMGzZM5XpKlSrFli1b8Pf3Z8GCBYwdO1bluTY8PJyzZ8/StGlT6XjVo0cPmjRpwr1799i2bRunT5/Gx8eHzz//nPr166Onpyctr6Ojww8//ECrVq0YNGgQX3/9Na1bt2bhwoX5hD0tLS2WLVuGIAj89NNPaGlpMXLkyHf/0DR8tGhrazNixAhevXrF3r17pePb0qVLefPmDevWrWPdunV89tlnRa440aABcq4Bu3btSpcuXdi4caNkxPT48WMaNmzIiRMn2LZtG97e3ri7u3/g0Wr4kPTu3fuTXI8GDRoKR3hfzWb/6cfXTxTFFe9lhe82FjdgE3AGCAd+FUUxSxAELUAkxzhlGPBUFEVREIRq5BipNBNFMV8NqyAIZYAwyMlOKFOmTL73LOhzFEXxrZ2CW7ZsyZUrVwgKCsonJiQmJqrNCHj16pV0E/v8+XOmTp3K8ePHsbCwoF27drRq1QpdXV2VY/322295+fIl3bt3z7f+1NRUteYhaWlpanvgGBoacujQIWJiYujatatS5pWZmRlHjhwhODiYwMDAfMsW1Bvp/PnzTJs2TRICO3TogImJCT4+PlLZc+XKlfN9dqIoFtjD7V2NRnLz8uXL3M2J7URRfJl7elHi62152/07JSWFx48f4+zsrHRjCzmZcKmpqdy+fRszMzNWrVrFxIkTpfny9pPbuHEjvXr1knoNZmdnM3/+fLZt28bMmTOl7M0TJ06go6PDtm3bCA4OZsKECVJGWEREhNoy3vj4eKUsyLz724sXL5Tmz8rK4uDBg0RERPD111/TuXNnletNT0/H0NCQ4cOHS6WigwcPxsjIiPT0dLXfU1ZWFmZmZiQmJuLh4UHVqlXZtWuXNL0gcb+wuFR1HCkovj5UbBV0zEtLS5OmpaSksGTJEsaPH8+YMWOYOHEiiYmJatfbo0cPDh48SJcuXWjcuLHStOPHj7N3714A6tSpo/T+rq6umJubk5CQwJUrV7h+/TqpqakYGxvj6+tLs2bN8gkzKSkpbNu2jTNnzuDs7MzcuXPx8fFRmicjIwM9PT3atGnD/fv3mTlzJr1795a+Y3XZuYWdE96Hs/z7oKTFFvwvUzclJYVNmzZJD6J2795NbGys2v6xY8eOZfny5dSsWZOvv/5a6T1OnjzJiRMniIyMpF69ekrnTkVspaWlcf36da5evUpcXJyUodyiRQvKlSuntL6srCyOHDnC7t27MTY2ZsqUKbRu3VppnoyMDKytrfn666/ZsWMH48aNo2PHjjg6OqKjo6OJrU+E9evX53stNjaWrVu3AhAaGoooiqSkpBAdHY2hoSGVK1eWjjEnT578fx1vSUATW/9DVXwdO3aMx48fY2RkxK1bt0hISCAuLg65XE6VKlWk635NbOXnQ17P/1sIgvBRGc98bOP5/6Sw+NKg4d+kyJmCgiAYiKKoVp35px/fiqLM+28iCIIROVmL80VR3JjrdQtRFN8IgqADlAfGiKI44J/JpYAooHCr3LcgKyuL6OhoLC0ti2VocevWLQ4fPsyYMWMwMTHJN11PT09tCaK+vj66urqkpKTQv39/wsPD+fHHH/n666+5dOkSMplMpbh34cIFQkNDad68OU5OTvmm79mzR2VfLoBnz56pPQGKosjIkSNZunQpGzZsoHv37tSqVQvIEUnMzMxISEhQKZgonmqqolatWpw/f57NmzczZswY/vjjD3744Qc8PT25ffs2ly9fJjs7m3r16iktp3AS+9QpaBsLOuk+evSIu3fvIoqilK2XmZlJdHQ0pqamGBkZ4e3tTdeuXaWG+EOGDAHyC6pHjhyhVKlS+Pn5SS7F27Zt48svv6RevXqSS6ahoSGlSpXizp07+Pn5KfW7SUxMzFfyqeDkyZMFXnhFRkbme83Hx4czZ86wYcMGWrRoodJR7s2bN9jY2LBu3TpmzpzJmjVr2LNnD0OGDKFNmzZqP1u5XI6uri6LFi0iKiqKZs2akZ6ejrHxx956tXi8rfCQWzS+efMm+/fvRy6XM3DgQGQyWYFl1cuXL2fAgAFs3bqVjh070qBBA2nayJEjSUpKwtzcXMmVHHLcq+vUqYNMJqNmzZr4+flJbtZnzpzh9OnTuLi4UL16dapUqSKJPl988QWDBg1ixIgRdOzYkf79+zN69GglUcjCwoK9e/fStm1bRo8ezf3795k6dWqhPd0U+1Nxzwv/Bd5F1FIcf27evMmpU6d49eoVf/75pxRb6j7riRMnYmFhwS+//ELLli2l4xnklAtHRUVhZGTEgwcPlJZTxBbkOBpXqlSJ58+fc/v2bW7cuEFgYCClS5emRo0a+Pn5SceBevXqUalSJfbs2cOwYcM4ePAgv/zyi9L5VS6X8+effyKKItOnT+fs2bPMmDFDyuBXhya2Sg7qyjf9/f2pXLky9vb2kiBobGxMYmIiN27cUBIGNWhQh6r46tGjBw0bNuTWrVvEx8cTHx+PkZERaWlpBAUFKQmDGv5bKEyr3jUb+V3W4+joqPY87+joKPUH16BBw/ulOOlQPwuC0LywmQRBqA3MffshvTPpwDOFICgIwgpBEDYDRwVBGCqKYjowgJzS4pOCICwERgHfiqJYNBvTYhIdHU14eDgRERFERESQnp5OUlKSJIaoY/r06RgaGtK/f/+3fu8pU6bw4MEDli1bxrBhwwosXUxKSmL16tWULl2a6tWrv/V7qsPIyIjhw4fj5ubG5s2blbIKTUxMCnUpVofCzGL37t28fv2avXv3oqurS8WKFalWrRq+vr7vaxP+M7i6uuLh4aHUAzI6OppXr14RGxsL5JS2Hz9+HIBly5ZJ8RwTE8PmzZuJiYkhPT2dw4cP07x5c2QyGeHh4cycORMPDw8GDRqU731v3bpFUlKSyj5u7xMdHR1q1qyJKIqMGDGChIQEtfPq6uoyadIktm/fjouLC1OnTqVz584cPny4QEfnuXPn0rRpU968ecP58+dVznP16tUCM2Gzs7PzHSuys7NJTEws9PhREnBycuLmzZt8+eWX2NraFjq/ot9ahQoV6Nu3r9RTLj09ncTERLS1tdHT0yMlJYXExES1349cLqdChQp8/vnndOjQgdatWxMfH8+mTZuYOHEiN2/elOatX78+J06coGvXrvzxxx/0798/X0a0paUlBw8epE6dOixbtowxY8Zw9epVlc7HCsf327dv8/z5c6Kjo4vzkWkoIt7e3jx48AB3d3eaNGlSpGVGjBhBu3btmDx5MseOHZNeT0hIkHr1paenk5CQoHb/EwQBBwcHWrZsyYABA/jyyy/R1dVl9+7dTJw4UcmBuEyZMuzatYuxY8dy7NgxOnTokM/RWFtbmzVr1vDNN99w5swZxowZw8WLFzWx9Ynj7e3N+vXrJUFQT0+PhIQE5HI5ycnJ3LhxQ+NOrOGtOXHiBAkJCcTHx6Ovr09iYiJZWVkIgkBQUFCBGfsaPl06duxIx44dP+h6nj59Krk9+/v74+/vL/0fGhr6zmPToEGDaoojCk4GvhYE4YggCD8KgtBBEISmgiA0EQThc0EQfhAEYR8wDvjp3xlu4fwj+jkJgtBOEIQl5KRx/w5sABYKgjBDFMWTgB9wCXgKDMjtsPy+sbS0lG54w8PDefHiBfHx8QVmwCUkJLB9+3Y6duyIubn5W73vmTNnWL9+PQMGDKB+/fqFzr9r1y5iY2Np27ZtvhLQvIiiSHR0NKmpqcUak66uLk2aNCEzM1My+YCcEuKUlJQCxZnC8PHx4bfffuPEiRP8/vvvGBgYSBmCZ8+eJSkpiYyMDJ4+faq2BPq/QG5RKSsri+fPn/PgwQOlz0RXV5dKlSpJJcHR0dHs379fyuqEnN5/qampDBo0iLt373L69GkADh8+zKlTpzh8+DCnT58mKipK6rU2f/58ACZPnqzSLOLy5ctS38p/GyMjI1q0aEFYWBi//vprofN7enqydu1aqen7V199xYwZM1TOu3XrVl6/fs13331HnTp1VPYuDA4O5uLFiwQHB0uvZWRk8PjxY+m7SElJyXesULhJFyQmlgQyMjJYv349iYmJ+UqBC8LIyIgNGzaQlZXF9OnTAThw4ABZWVlSFlZMTAzx8fG8efOm0PUZGhrStGlTxo4dy/Dhw7G2tmbVqlWcPXtWmsfY2JjZs2czY8YMjh07Rp8+ffL1QDU1NWXHjh107NiRVatWsXjxYsmxPTcpKSk8ffpUKjFVl3mt4e3JyMjg4sWLBAUFUbNmzSJnhQuCwKJFi3Bzc2PMmDEAPHnyhLS0NAwNDZHJZMTGxpKQkMDr168LLXHS1dWldu3afP/994wZMwZvb2/27dvHli1bJFFRLpczZMgQNm3axPPnz+nYsaPSuRFysmt//fVXfv75Z86dO8fq1as1sfUfIDg4mOjoaIyMjEhNTcXR0ZHMzEx0dHRISUkhKChIc5Os4a3Ytm0bcXFxGBkZkZKSgq2tLTo6OmRlZSGTyQgKCuLChQsfepgaNGjQoOH/iSKLgqIopoii2BmYD3gBM4G/gV3kZAbWAlaJothaFMW3S/l6RwRBUGzPMaA6oC2K4iRRFM+JojgfaAP8KAhCB1EUH4qi+JMoir+KovhA7UqLiCiKSq6HuVE4BNrY2GBra4u9vT0mJiYFlskJgkDFihU5cOCAyvLHooxn7ty52Nvbq3UuzMvt27dxd3dXWUqZm4yMDG7evElgYCABAQHFflrt5uaGtra2UomfIpNjxYp3a0nZp08fqlatKrlEAgQGBnL16lUCAwMlx8qwsLB3ep9/i/+P7C+FqJSSkkJUVBRBQUFcv36d58+fq11m3759nD59mitXrpCRkcH169elsuKlS5diZGQkPVlu3rw5DRo0oHnz5pLIq2heHRsbi7u7u8py3+zsbK5fv/7/WhZlZ2dH3bp1uXv3bpHmFwSBhg0bsmXLFgwNDaWsybwoHgLEx8fTokULSaxSZP4lJSURGxuLnZ2dkvN1WFgYISEh0nehr6+f71hhYGCAiYlJoeWpHzvh4eEkJSVRqlQphg4dyrp164q8rKOjI/b29tKxR/EZKv5XfF55+2EWhCAIODs7M2zYMCpVqsTff/8t9cFU0KtXL+bMmcP58+dp1aoVt28rP0vS1dVl1apV1K9fn3PnzmFnZ8eVK1eURF19fX2cnJxwc3PDw8NDZXnnp5QN+iEIDw8nIyMDLy8v1qxZw7hx48jMzCzSsoaGhlSpUkWKJUtLSwRBkIR6RWwV1z28dOnS9OrVi2bNmnHp0iV27NihdL1Qs2ZNNmzYQFRUFK1ateLIkSNKywuCwOjRoxk2bBibN29GJpNpYusTR/EwNysrC/hff0ErKyu8vLxIS0ujZs2aBAQEfMhhaiiBVK5cGblcTlpamlTFoeizW6VKFbS1tWnUqJHU21KDBg0aNHzaFNtNQRTFg6IofiWKYnlRFE1EUTQSRdFFFMVOoiju+DcGWYyxKa5yjwKNgb6CIHTPNf0AsAgo2NL0LShK9o5cLsfGxgYdHR0p6wByGu/funWLtLQ0ad47d+7Qvn174uPjGTZsWLGbrl64cIHAwECGDBlSJIElKyuL0NBQJYFCFQkJCVy8eJHIyEjKli0r9SBRXLQWBR0dHSpUqEBwcLC0XdWqVaNx48YsWLCgwAzKotCsWTOuXLkiCTa+vr5Uq1YNDw8PwsPDsbW1LVT4/FC867YXBYWopK+vj5WVFVWqVMHHx6dAF+Y2bdrQqFEj2rRpw4MHDwgODsbKyoqWLVsC0KBBA8zMzEhLS8Pc3JxWrVpx5coVSdBW9MS0tLRUW9IWFhZGbGzs/3u5d6lSpYpdZqcQ9nL3PcxN06ZNcXJyYvny5UqvKzL/AgICePLkCVZWVlhaWpKens6TJ0+wtrbG1dVV+i5kMpnSsULxmpGR0Xs1w/kQ2Nra0rVrV3799VeqVatGv379+Prrr1WWReYlPT2dZ8+e4eDgAOSU2unp6Ulih7m5Oba2tm/l9KytrU3v3r1xd3dny5Yt7N69W2l6t27d+Pvvv0lPT6dDhw5s3LhRabpMJuOHH37g1atXTJkyhcDAwHzZoM+ePcPCwkJtv7dPJRv0Q2Fra4unpyf79++nZcuWzJkzh6ZNmxb5YVBISIi0D5qYmEj9thQ3zba2tpiamha7L60gCLRs2ZKGDRty7ty5fMJgrVq1OHz4MC4uLgwYMICJEyfmEzOHDx+OlpYWP//8sya2PnFat25NxYoVSUlJQU9PD21tbcqUKSOZ2/j6+qKrq4u/vz979uz50MPVUIKoUKEClStXRhRFtLS00NHRwdzcHC8vLwwMDKTr5s6dOzNr1qz/rPGDBg0aNPxXKNl3lWoQRTEIGA48AboKgpC7Ni0JeO8OE0XJ3snMzCQiIkJydlVkIjx8+JDbt2/z8OFDaV4vLy/atGnDuHHjOHz4MKtXry7WeBYvXoyNjQ2dOnUq0vzh4eGkpaWpNBdRjP3w4cM8fPgQLS0tqlevjru7O5UqVSIuLo7bt28X66LB29ub6OhoXr78n7HSTz/9REREBKtWrSryelTRpEkTsrKyOHXqFJCT+VGvXj2ePn3KnTt3SEhIID09XRpvVlYWERERxRI2/y2Km33yNuQWlbS0tChbtizly5dXWc6rwNTUlBYtWmBqaoqzszNWVla4uLiwbds2Dhw4QLly5Thz5ozU4+3ixYtcuHCBGzduSMtDwaKgIluvcuXK73NzC8XS0pLExMRiCbKKki11IrpMJqNfv36cPHmSyZMnS+KoIvPPz8+PqlWrUq1aNWQyGWFhYTx69IjXr1/j7OwsfReqegp+CmRlZREbG4ubmxtubm506tSJvn37snHjRurVq5cvAy8vJ0+eJDk5WcloRJGNGR8fD7yby6pcLufrr7+WMgcPHz6sNL1q1aocPnwYX19fBgwYwLfffqv0UKdx48ZUrFiRGzdu4OPjg5eXlzTtwYMH3LlzRyrZf/DgAc+fP1cSfz6VbNAPgSK27OzssLa2ZsyYMfTr148bN25Qt25dDh06VODy4eHhBAYG0rBhQ+k1Q0NDtLS0iI+PL9TdtzAEQaBdu3bUrVuXI0eOsGDBAqXpdnZ27Nixg65duzJv3jw+++wzpWoBW1tbvvzySwICAnBxcSkwth4/fkxKSgoRERFSfGliq2RhbW1NxYoVSU1NxcDAAGdnZyn+DA0NuXTpEp6ennz22WcsW7bsA49WQ0nC2NhYEgYFQaB8+fLSwwRtbW2OHj1Kly5dGDNmDEOGDPnkrkM0aNCgQcP/KLG2dP+4DOuKophPYRAEQRBF8aogCL3IKXP+VhCENkAQUB/o8y+MR21WikJ8io6O5vnz50qNxMuVK4erqyuCIODi4iLNq6enR7Vq1ShXrhwnT55k/Pjx1K5dm/Lly0vLZmRkqCyJunjxIpcvX6ZTp06SEURunj17Jok0Cq5fvw7kXAgoesMpSEpK4s6dOyQmJmJqaoqJiQmvXr3i1atXAJibmxMREUFaWpraXoS6urpcu3ZN+l9xcXHo0CGaNWvG06dPKVu2LH5+fsyaNYtq1aphbW0tLauO9PT0fEKat7c3xsbGHDp0SKnRbcWKFcnMzERbW5vo6GjpO4uKiiI8PBz4n2hlZWWldlv+Tdfi/8/sr7wibm6XbEEQlMaiMBkBSE1NxdTUlNjYWOzt7SVTECsrK5ycnMjKyqJWrVrI5XIployMjMjKykJPT4/4+HjCwsLyiZDXr1/H2to6n3Ms5NyonzhxQhpLXFwcxsbGmJiYYGFhUWAGUEF95YyMjKSb48DAQGxsbKRpir50qggMDARyRMG8F8qZmZlkZGTQo0cPJk2axN9//42TkxPdunUDkN7Pz8+P1NRUbt++jYODA4IgYGtrq/S9KDILcy8HOd9dcnIyBgYGJe4JvqKfqEJEc3R0JDo6mho1avD555/z9ddf4+/vz5w5c+jRo4fS/hYZGYlcLmfz5s2YmJjg7u4uxSXkiK6KrJrcmVJZWVnSd5YXAwMDtmzZonKapaUloijSv39/qaw4N8OGDcPLy4vly5cTEBDAkiVLpBjq3bs3o0ePJjIyklevXlGmTBnkcjmurq7IZDJcXV15/vw5165dIysri4YNG0pl9bnPJ3m/3/+Ca/rbkpmZSUhIiBRbhoaGWFtb07x5c/r160e/fv3o0KED3333HRMmTFA6Bilia8OGDYiiSJ06daTYysrKwsDAgISEBBITE5XK0guKLSBfCboCURRxd3dn7ty5PHv2jObNlX3cPvvsM7y9vZk4cSK1a9dmyZIlkgDYrVs3Nm7cyKVLl3B1dVUbW48fPyYiIoLk5GSpbUNBsQWa+PoYUVwL3blzhzt37lCpUiVkMhmPHj1SMmgaOHAgAwcOlP4vaecGDf//KITBGzducPPmTXx9fdHW1ubRo0dK19ZLly5l6dKl0v+a2Po0UWUA+CmsR4MGDYVTIkVBQRAqkGMeYiMIQiAwVRRFqTO3KIqiIAgyURTPCYLwDeADtAa8gYGiKIa8j3FkZ2dLN+YFiTmKaZaWlrx+/RpTU1NkMhlly5ZFEAT09PTw9PRUuayFhQUzZsygTZs2DBkyhHPnzknlwPr6+iqFq3nz5mFkZES1atVUZj8pnDdzc+HCBeRyOfXq1ZNcF0VR5M2bN7x69QqZTIaDgwPPnj1T6xIcGxuLg4MD5cqVyzctMTFRKiGFnJKs0qVLExYWpnTh8f3339OnTx9atmzJDz/8QJcuXQo0WklNTc1XJiWXy/H39+fkyZMIgqD0VL106dKEhISgq6srlYcpmrFbWloSGRnJkydPyM7OVrrYzi3CqLppKmosfEzk3Q6FSzbk3IQopmdnZ6Onp4e1tTWWlpZkZmaSnZ0t3Yiampoq3dCKooiRkRFVq1Zl8eLF6OnpScKuIu7Mzc2V+grGxMTw6tUratWqpbLcffv27Wq3Q0tLC0tLS0xNTTE1NcXQ0FBp23I7KOfFxMQER0dHaT25v/OYmBi1mZuvX79GLpdLvXdyk5GRIQl87dq149SpU0pmB0lJSVy7do2qVavy9OlT7t69iyiKVKpUKV8WUu7+ZblfV5QAfoyo2hdyvxYXF0dycjKiKGJpaYlcLqds2bK8fPkSd3d3rl27Rq9evRg6dCjnz59n+fLlkghjZGREZmYmp06domXLlpLpDcDMmTORyWQMGzYMBwcHxo0bJ02bMWOGWnOhgwcPFrg9c+bM4bfffuP3339nyJAhuLm5KW3ruHHj8PHxYcSIEfz4449s2LABQRD4/PPPmT9/PgsXLpRMKxwdHdHV1cXd3V3K0n316pV0TC1MkFH0ri1Jx5n3SWGxFRUVlS+2MjIyMDY2xsrKigsXLjBy5EgWLFjA5cuX2bx5s3QcMjIyQktLi2PHjuHh4aEkAM+cORNjY2PGjh1LbGws8+fPl45TBcUW5DykU0etWrXw8fFh69atyGQyyRhLsV3dunXDy8uLAQMGMGjQIE6ePImBgQGVKlWiadOmLF26lGrVqgGqYwtyrj9CQnIueQqKr9znuP9ibH2snDx5Uvr7jz/+YNCgQXh5ebFo0SLN96ThncgdW+fOnaNx48ZoaWlx6NChYvXj1fDp0Llz509yPRo0aCicIl9RCIJQr/C5/n0EQXAFFgDrgcFAE+DLPPNoKfoLiqJ4TxTFTaIofgWMep8uw8XtzSOXy/Hw8MDZ2ZmqVasWWK6ZmypVqjBt2jQCAwPx9/dn7dq1avtuBQQEcPToUfz9/aWblqdPn7Jnzx5CQkLUpv8/fvwYR0dHJYEtISGB8PBwDA0NcXNzUxL1VGFgYMDNmzeVMncKwtnZmYiICCVxw8/Pj7179+Lt7c2UKVPo3LmzVIJaHBo1akRoaCg3btzg9OnTkgmGra0ttra2uLi4SBfUil6PcrkcAwMDpewxBYV9159CnyZLS0ssLS2Jj49XMo9JSUkhOTkZExMT5HI5Ojo6ODk5kZaWxtGjR9U6RivKiXNnpZYqVQpAKVsWci5IQXU5bmFPpHV0dIiNjeXhw4cEBARw/vx5Hjx4IJX6FYaFhYXKMRVEWFgY5cqVQ1tbW+pvp+q9vv/+exISEvjiiy+4d+8eJ0+elAxbrl27hqurKx4eHmqFS1U9BeHjLgFUtS/kfk0RZ7a2tmRkZCCTyShfvryU8WRiYsLWrVvp06cPmzZtYuXKlUrrP336NAkJCbRq1SrfexsZGdGhQwdu3LhRpONGUeLDwMCAoUOHYmlpydKlSyWBJTetWrVi9OjRnDt3Tspo1dHRYejQoRw7dozU1FSV5jra2tpUr14dX19fpSxVdXwKx5l3obDYUvToVBdboigya9YsJk6cSFBQEOPHj1da/8uXL7l27RqtW7fO996CINCjRw/Jib2o4y0IQRDo3bs3lSpVYvPmzSrdPr28vPjtt9949eqVUo9SRd/K4OBgtbHl7OyMvb09Xl5ehcbXfz22SgIDBw5k5MiRLF68OF/ZuQYN70LdunVZs2YNZ86coW/fvoXOrykl/jR5/vx5gaaDJXU9GjRoKJziPGZcKgiCV+Gz/XsIgqANfANsFEVxnSiK54CJgIUgCIaCIMgBRFHM+mf+MYIgSK4FuYxI3gtvc2OeW4BSR0pKipKroLa2Nt988w1//PEHcXFx9O3bF3t7e9avX59v2VmzZmFubk6dOnWAnBP36tWrOXHiBL///jsTJkzg5s2bSsuIosiTJ0+UMvxEUeTVq1fo6urmEwvVYWNjg6mpKQEBAZIIVxAKk4YHD5TNn52cnFi1ahVz587l5cuXNGjQoNiuxI0b57SRXLNmDVevXpVKlzMzM6VsN1UYGxvj4uKSTwAt7Lv+mEWawlCYXCgybi5fviz1zIOcLDW5XM6tW7eUbhgvXbrExYsXpfK4uLg49u7dK4m89evXx9jYWEkUtLKyAsjnqH3u3Dn09PRU3riqKoHPjZWVFbVq1aJGjRq4u7tjYWHBq1evJHfswm5yFZmir1+/LnC+3ISFhUkZY+PGjZP6LHbu3FmpN2WNGjXYt28fYWFhtGjRgqNHj5Kenk716tWpWrUqenp6VKpUCT09PamUOCEhgcePHxeYfaQoAfwYS/1U7Qu5X5PL5Tg5OWFhYSFlQuro6ODs7ExWVhYJCQlcu3YNLy8vPD092bhxo9L+evjwYYyMjKhdu7bK92/evDk2Njb8/vvvPH36VO04k5KSCiz7zI2xsTHDhg3D1NSU33//Pd8xC+Crr77CxcWFqVOnSiZH/fv3x9DQkOXLl0vCbkpKCkFBQdLxvSjnBAUl+TjzPngfsXXlyhVMTU3x9/dn7969Su0FFL0jmzVrpvL9K1asiJ+fH9u2bePy5ctqx5mRkcHNmzcJCgoqdJvkcjn9+vXDw8ODjRs35mvfATlGXK1bt+aPP/6QYq9JkyZ4e3uzatUqpYqA1NRUpeuHosbXfz22SgqzZs2iQ4cOjBgxotB5NT0GNRSHrl27Mm3atHzmWaoYPHiwpoT4E6RHjx706NHjk1uPBg0aCqc4oqAAdBIEYbcgCGsEQeglCML/q4WrKIoZgDHglOvlKkBl4CKwXRCEMbmmuQArBUFQ35TuHXgfLqAK8xHFTW9SUhJr1qzh0qVLSq6CAP369eP27dvs3LmThISEfM3437x5w4EDB+jTp4+U+p+dna10w5DbYENBQkICCQkJkpNn7nmL47CYtw9dYRT0pFEQBNq2bcvBgwepVq0aixYtKvJ6FcsDODg4UK1aNapWrQrk3PgYGxujr6+v0vVZkZmVd5sLE2FKsiNsWFgYjx8/lvryKcrIFCLhtWvXuHv3Ljdu3FCKuZo1a1KrVi2pp+CZM2c4e/YsZ86cITk5mcDAQB49ekTFihWlZdRdRJqbm5Oenk5MTEy+aeoyEXMjCAL6+vqULl2aihUrUqtWLezt7SWX4IIwNjbGycmJffv2KWVIqiMpKYnQ0FDJEEVxky4IAmfPns03f8OGDTl+/DhRUVHcunWLJk2a4O/vj5GRkdJ8ISEh3L17l7NnzxISElJin46q2hfyvqYqAzI1NZVHjx6ho6MjiaaDBw8mICCAQYMGSbHj6OhIYmJivgxCBdra2vz444/I5XKmTp2qJHDnJjs7W2nfLwwzMzN++OEHLC0tWb16db641NbWZtq0abx8+ZJOnTrx6tUrzM3NGTduHHv27KFPnz5kZ2dz9+5dbt68yaVLlzh16hRJSUn5zgPqEAShxB5n3gfvM7ZGjx5NcnIy7du3l44RilYCv/32m1rjqYEDB+Ls7MyCBQu4cuWK2rGmpKQUSeiFnNgZOHAgXl5ebN++XWXMjh07FiMjI7788kuCgoIQBIHp06fz6NEjmjVrJj2MuXfvHoGBgcWOL8U57r8aWyUFmUzGunXr1D4Uyc3AgQOLbVKn4b/N2LFj+eabbwqdb9myZXz77bcaYVCDBg0aPhGKc/U3RhTFn0VRbE+Os28s8KMgCDsEQfhNEIQ2/5h//KuIojgY+AtAEISygOM/4+lFjpFIS0EQPvtn3m+AlqIoFv3O719C3UW5oo+bwpE1ICCAyMhItLW1lVwFFQiCIPV9y9trYf/+/WRmZtKhQwfpNblcTteuXSlVqhRNmjTh559/zufuqij3LV26tNL7yGSyYjnyRkZGEhMTg6+vbz7BQxWPHuW0gczb3zA3pqamdOzYkdDQ0AKzfvKiyC5r3LixUo+k3DeQqlyf/4vY2Nigp6dHSkoKdnZ2+Pj4YG5uTkpKCrdv3+b69euIooiPj4/a3peQkxlYo0YNHB0duXz5MosWLeLVq1f07t1bmkeRjZc3I7Bfv35oaWmpFNXq169f7G3S1taW+hgqXGnVIQgCAwYMIDw8nF27dhW67tu3b5OdnS1loyoya2JjYxk5cqTKPp+VK1dmwIABHD16VNp/86IoJa5Xrx6urq5ST7D/CgpR9NWrV1ImYM+ePenXrx9r1qxhzJgxiKLI0KFDadeuHbNnz2bHjh0q12Vvb8/EiRPR1tZmypQpKnurGhsbK/WQLArGxsZ8/fXXJCcns3Hjxnw3RLVr12bNmjW8fPmSDh068PDhQ0aPHs2UKVP466+/GD16NB4eHnh7e5OamsqlS5e4evVqvvMAfFyu6CUdRWxFRERIsVWvXj1Wr17NlStX6NSpE+np6TRq1IgxY8awf/9+ZsyYoXJdJiYmjB07FhcXF+bPn6+yx66idLcwkTc3crmcnj17Ympqypo1a0hNTVWabm9vz99//42xsTFdu3bl+PHjtGzZkm3btnH9+nVpG9zd3fH19S0wvjSxVbIxMDAotBcq5GS89u3bl7/++uv/YVQaPgUEQeCPP/4odL4ffviBRYsWMXr0aI0wqEGDBg2fAEUWBUVR3Jvr73hRFHcD3wPzARNgF5DPCfh9IgiC7J/3f/zPS2FAp3/6Bl4HlgJ6gNQhXBTFiH9zTEUlOjqaly9fKt30AVL/I0UJo5+fH/7+/vTs2VOlyUFiYiLr16/H09OTKlWqKE3buXMnZcuWlbLiFPj4+DBu3DjatGmjUiBRJQpCjvFCcW4aEhISqFChgsr+RqpQOOcVJtooRCFVgpE6Tpw4gYODA2lpaQQFBeXLqgRwc3PD09NTKgPNLdwqGvr/Fy52EhISiI2N5c6dO0RGRlKxYkUsLS3R19fH09MTHx8fqlWrRrVq1ZDL5Tx79oz09PR85cOmpqZUrVqV6OhoRFHk2LFjtGjRQqk/V0REzu6YN9asrKzw8fFRmSGn2DeKiyJTpyD3agXVqlWjevXqbNiwQWW2Ym5u3LiBrq4utWrVAv5nBmJtbc2AAQPULjd69Gh0dXWZNGmSyulyuZxSpUphYGCAs7NzkXuOlmSys7NJSkoiPT0dY2NjKlSooNRX8u7du9SoUYPPPvuMX3/9lWXLliGTyZg7dy7VqlVj8uTJ+UrRFZQuXZqJEycil8t59OiRyjJyRWZYcbCzs+Ozzz4jODiYU6dO5Zteu3ZtNm/eTHJyMv7+/gQFBfHTTz8xbNgwFixYwA8//ICbmxv169enZs2aVKtWLd95AHJ6XL58+bJYvS41/A9VseXk5KQ0j5ubG126dOHo0aOMHDmSrKwsBgwYQI8ePVi1apXUdiIvBgYGjB07FmdnZ54+farS4dzKykpql1BUDAwM6NWrF5GRkWzevDnfdEdHR7Zv346DgwNt27Zl586dtG3blhUrVnD8+HH69u1LRkYG1atXLzC+NLFV8insuglyrgkbNGhAz549CzTr0qAhN0XJFp47dy5Dhgxh7ty5/Pzzz/+Ja2UNGjRo+JQptvuwIAgeQNN/fuoDBuRk6M0Gjr7PweVF0RNQEARBzDkDiaIopin+F0UxQhCEE0BWnvn+dQp6G4UTosLFNTs7W8nkwtraWprPwMBAEsFSUlK4d+8erq6ukvCwZ88eLl68yIwZM4iKipLWk5iYyLFjx/jqq6+IjIzkzZs3KjOWIKfM+M6dO9L/ijLlmJgYkpKSlG5wUlJSVN7wqMLQ0BBdXV2VGX3GxsZKGVKJiYlERkZSuXJloqOj85VK56Z69eqUKlWK48eP0759e6VpaWlp+USfzMxMTp8+zWeffUalSpWQyWRUrFhR6TvKzs5GR0cHT09P6eYxPj5eEq2MjIykcixDQ8MibX9JQ/F5WFhYSJlLdnZ2Uimu4refn580/8uXLyVTDYWjbo0aNaR1lSlThoyMDL7//ntEUWTOnDlKWVqPHz9GS0uLzMzMfD38HB0duXXrFsePH6dVq1bF6pf38uXLfK/FxMQgl8sLzDDV0tKSmvvXrFmTgIAAfvnlF9q3b09qaqrKG6/r169ToUIFaTsUfel++OEHdHV1iYmJUbnv6erq0r9/fxYsWMCoUaPw8vIiJSUFfX19ZDIZ0dHRUvwpjgm5EUXxkyvtS0lJIT4+Xvpta2uLtrY2ycnJ6Onp4eHhAcCXX37JgAEDmDt3LmZmZnTp0oVp06bRpk0bpk2bxq+//kpMTIzKXqaDBg1i9uzZ3Lp1C1dX12K7Kp4/fz7fa9ra2tja2rJ161aqVq2qMqtz0qRJzJw5kwYNGrBy5UqGDx/Oo0ePWLFiBWZmZkycOBEjIyMpK1thwqM4P1hZWUnnjNyu1IWd0j7GPpMfgsJiSyaT4eHhwXfffUfFihUZP348pqamTJkyhZEjR3Ls2DHGjh3L7t271cbW119/zeTJk7l//z5OTk5K/VMhR5guTHhTFV8VK1bk/PnzLFiwQHr4kJuffvqJ3377jc6dOzNt2jQ6d+7MqFGjmDNnDmlpaaxbt467d+9SvXp1Kd4V8QWojS0oOL40sVWysLW1lb7PTp06oa+vLz1sUpXhqkFDUTEzM0MURaltxuzZs9HV1UUQBE1sadCgQUMJpMiioCAIa4FGQBngCXAM6AscF0Wx4NSa98g/zsJZkKMI/vOyH3D1n7LhhkCPPNM/KIIgoK2tjYmJCfHx8cjlcpXltSkpKdy4cQMXFxcsLS0JDg7m7t27ZGVl4eub45cSGBiIIAh0794dmUwmiQQnT54kLS2N1q1bI5PJaNKkiVq34FOnTillMKSlpWFqaioZjSiyKZKSksjOzlbKrjA2Nsbe3l76PzExkYCAAAwMDChTpoxah0MzMzOaNm0q/X/kyBEg52ZfS0urwObmhoaG1K9fn3PnzklilQIdHZ18GZWXLl0iPj6e5s2bY2BgIIlauZHJZNJ6UlNTefPmDSkpKZQqVQorKyvpczUwMCj2jZCiF1/usuV35d9Yp2K7tLW1KVu2LBkZGTx//pyyZcsil8tVbrfCwdPe3h5tbW2l7xRyhK+AgAAOHjzItGnT8mXmJCYmYmNjo1JEadWqFWXKlOG3337DysoKf39/adqTJ08kYwh3d3elbLLQ0FDs7PK3Nw0NDcXS0rLAzNXk5GTJpbtMmTLUqlWLCxcuUKdOHZydnfP1bYqIiODly5d89dVXkvC3aNEiJk+ezMCBA9HS0pJ+VDFs2DDWrFnDzz//zKZNm0hMTJTEV11dXSn+srOziYqKwsrKSu26SgKq4jZ3XCn2eysrK968eYOZmRnPnz9HW1sbCwsLDA0Npf137dq1xMbGMmHCBJydnenYsSOjR49m+vTpDBw4ED8/P7X7hiiKLF26lPDwcCZNmqQULz/99BOJiYlERERQunRpEhISyMzMlIyQVCEIAjVr1uTQoUP89ttv/PLLL1IcKbC2tmbr1q307t2bXr16sXjxYubOnUt0dDTz58+nbNmy6OrqIoqilGH7+PFjvLy8MDQ0RC6XqzxnfCSntY+CguJLVWy9ePFCKbYU8eXn50dcXBxz5szBwcGBqVOn8vvvv9OhQwf+/vtv6tSpoza2fv75Z/78809CQ0Pp3LmzdK5WMGrUKEJDQzEzM0MulxMVFYW7uzsymUytCZKXlxeRkZEsX76c8uXLKwl6kHOcXbt2LUOGDGHs2LHExcUxYMAAIiIiWLduHdbW1vj4+Ghi6xNH8X0lJCTQunVrzp8/z5o1a+jRo4eSQK2lpaXUX/q/kIWu4d1QxFZ2djaDBg1i+fLljBgxgjlz5mBmZgbkHGsVD0cV/ZiLUpmh4eOlKAZGJXE9GjRoKJziqAv65JTm7gAGAMNFUdz+oQRBQRD+EARhhCAIZsAwQRD2AiOAXqIofpRN4gpz9wsODubKlStcvXqVlJQUyX3Tw8ODhIQEjh49yq5du2jcuLHSTa0oimzfvp1SpUqpFMAK4/Xr1/luOiAni7GgnkgKh0UtLS28vb2LJVYFBQVhZ2enVkTMS926dYmIiChS/79jx44hCAINGjQo0rr19fXJyMggISEBuVyOlpbWOxmHJCcnEx8fX6jr7YdeZ16eP3/Oo0ePCjS40NHRwcnJSe1NRVxcHCNHjsTb25shQ4bkm/769esCv3N/f3+cnZ1Zv359PhMIGxsbSpUqxcOHD/P128pLZmYmaWlpxXbSVPSg3Lt3r8ob5IsXLwIoiYV169bl6NGjRcooNTMzY9SoUezfv5+goCDJ9CYlJYWUlBSMjY3R0tL6ZMr7CotbxX6mo6ND6dKliY2NJSYmhoyMjHxiv7a2Nps2baJ27dr06tWLo0eP8uOPP+Lq6sqwYcMKNA2xsbFh4sSJAEyePDlfZqlCJHr16hVJSUlFiht9fX3q16/Ps2fP1Lo1lilThs2bN+Pm5sbgwYO5efMmy5Ytw9XVlbFjx/Lw4UMcHBxITk4mICCAq1evKrU60DjCFkxB8VWc2AKYOnUq/fr1Y9asWSxYsIC2bdvSvn17pk+frjITWYGBgQHjxo3DwcGBuXPn5nMcNjQ0xNLSktjYWKKioqTM4IKQyWQ0bNiQrKwsFi1apLKNh4GBAcuWLaNNmzbMmjWLTZs2MX78eFq1asUff/zB+fPnNbH1H8HY2JiDBw/SoEEDevXqJZkwiaJIamqqZDAnCAIpKSkFOttr0JAbmUzG0qVLGTp0KPPmzWPYsGHStVF6ejqpqalSbKWnp5OWlqZ5uFCCadu2LW3btv3k1qNBg4bCKU5PwS8Ba2AmUBXYJgjCLkEQRgmC4PNvDVBBHkFwHVAX+E0UxVhgJLAC6CKK4v1/eyzFQdHQOzMzs1ChycvLi8qVK0vT9fX18fHxQV9fnytXrrBt2zaePn2az559w4YNnDhxgv79+79VVlFkZKTKckVVoqBie+7fv8+1a9dITU3F29u7WCV5CQkJPHz4EB+foodN3bp1gaL1FTx27BhVq1Yt8phkMhmOjo7Y29sX2gMqOzubxMTEAp2T/42brX/rBk5ROp2dnU3ZsmVxcXEp0OAiLi6OPXv2qCwPSUhIoGfPnrx+/ZqFCxeqdN6MiIgoUBSUyWT06dOHqKgo9u7dqzRNEASpDPz69evcu3ePBw8e8Pr1a548ecLTp0959uwZoaGhhISEAMUv/TYwMKBp06Y8efKEmzdv5pt+8eJFzM3NCzTHKYxhw4ZhbW3NxIkTuXDhAufOnQOQBELIyW4qU6ZMvngsaX0uC4pbVfuSlZUV9vb2ODg4qDxOGhgYsHPnTjw8POjUqRPXr19n8eLFPHr0iLVr1xY4Fjs7OyZOnIgoivl6EQqCoJRRWtT9zMHBgVatWrF//36pjDwvFhYWrFmzBnt7e/r37090dDSrV6/G0tKSdevWcfjwYSmj2dvbm5SUFEnkynvOUPQ91RhE5KAuvt4mtgRBYNGiRXTo0IHRo0ezZs0a5s+fj5aWFvPnzy/wMzcyMmL8+PGULVuWOXPmKLXngJysUUUGTVHPSyYmJvTr1487d+6wc+dOlfPo6Ogwb948GjVqxMSJEzl79izz5s3D39+fTZs2sXbt2iLHFmgMSEoyhoaG7Nu3j+bNm/PNN99Igk1GRgY6Ojro6OgoCYP79+//0EPWUEKQyWQsXLiQESNGsHjxYkloTk1NRS6Xo6+vryQMzpw580MPWcNbcv/+fe7ff/fb6I9tPRo0aCicYqVB/dO3L1AUxdn/uBB/CVwDxgqCECEIwqZ/Y5AqBMEqgI8oipmCIMhFUXwtiuIeURTD/o33fxeKk/Gjr6+Pvr4+oaGh+YwxfHx8pIv3vO7BFy5cwMTEpECTg8JQlWmho6MjZdCFhYVx69YtQkJCuHXrFuHh4chkMipVqpSvj1Jh3Lx5E1EU8xmlqCMxMVEyZyhMENm1a5ck3Ki6SU9NTeXWrVtKWUXZ2dmkpqZSqlSpQkXVomTsvUuW4f/nOkG575aijPj58+dqMwlOnjzJmTNnJHfn3Jw7d46EhARsbW3zxWhuCsroghxx3M/Pj127duVzjTU0NMTd3Z34+HiePHlCSEgIkZGRPHz4kAcPHkhC4bNnz9DR0Sl2bEJOD0tdXV2VFyLh4eE4Ojq+0/cQGxuLXC7nyZMnbNiwgd27d3P37l0MDQ2RyWRSdoe1tbVSPP5/ZIu+bwqKW1XbI5fLsbGxQS6XKwnWkBM39+/fR19fn7Fjx1KmTBnatGmDnp4effr0YdOmTWzdurXA8djb2zNhwgTS0tKYMWOGUp84bW1tHBwcsLW1LZJ7uoKvvvoKJycnFi5cmK9PpgJzc3Nmz55NfHw8ly9fxsbGhgMHDkgZ4KGhoZiamqKvr8/9+/dVCtKgMYjIi7r4etvYyszMpHfv3jRt2pQBAwZw7NgxZs6cKfUaLUwYnDBhAtbW1syZM0cp41oQBOzt7bGxsSmWcZK/vz9169Zl69atamNCLpfz22+/oaWlxfHjx9HV1WXHjh04OjqyadMmnj59WqTYAk18lXT09fXZtWuX1BNX8VBXW1s7X3b/mTNnPsQQNZRQBEFgzpw5jBs3joyMDOk6TltbGy0tLQRBkK7PT5w48SGHquEdGDBgwDvdS36s69GgQUPhFPnOVhCEfrn+thQE4UtgMfAn0OGfSe/98bIgCLJcguBawAeoKopixj+CoPr61o8AdRk/6vDy8sLHxwcvLy+l1+Pj46VsOYUxgoKGDRsSHx9f4MV+QVSrVo3g4GASEhKUXleYLAQHBxMaGkpmZiYWFhZUrVqV+vXrU716dZUZhoXx8OFDjIyMiuT8GRERQcuWLTl48CAzZsygb9++aud98eIFAwcOpGrVqnz77be4u7tz+vRpkpKSpHlCQkK4ffu2lEkGysJYYXxqJVf6+vqYmJhIGWqKEuKwMNX6eq1atXBycqJOnTr5ptWtW5e6desSFhamtpzSz8+Pq1evFliWDjlN0RMTE6Xek7lxcnKiefPmtGzZkpYtW1KxYkUaN25Mw4YNadCgAf7+/jRp0oQGDRoU21QCcoSGrKwslcuWLVuWFy9eFHudCuLj42nbti0JCQlMnToVR0dHvL298fT0lOZRJ/4pzBHeZps+Rgrbl/Lulw8ePODhw4c8efKEunXr0r17d0qXLk3r1q3p2rUr/v7+LF68mE2bCn425eDgwKhRo4iIiGDOnDlK2WRGRkaYm5sXK+NaR0eHESNGkJWVxV9//aV2PoXhjbe3NwDu7u6SK2hgYCBhYWGSq7xinrwU93zyX+VdYsvHx4cmTZrQpEkT+vfvj1wup0+fPhw5coQZM2YUeOwyMjJi7NixaGtrM2PGDCWTLl1dXSwtLfP1niwIQRAYMGAAtra2rFy5Uu1DsbCwMDIyMqS4UbQpuHHjBrt27SpSbIEmvj4FdHV12bp1K3K5XIqXpKQk6TpIFEXkcjlTp079kMPUUAIRBIGpU6fmyzpNTEyUYk0mkxV4HtSgQYMGDR8nxUl3+UEQhFmCIFwDIoDVgAM5wqCPKIo2oih+9b4HmMtxeC05Zcu+JUUQzJ3xo6qUUhX6+vpUr149X8+jMmXKUKdOHcqUKcPp06eVpjVv3hxtbW3Wr18vNfstDrVq1SIrK4urV68qvW5qakqVKlVwdnbG19eXKlWqUKpUKczMzN4pU+rFixfY29sXauARHBzMt99+S1hYGFu3bmXAgAFql3n27BndunUjPT2dtWvXSiWgly9fJiAgQJrP1dUVT09PXF1dpdfyCmMF8W9l7H0oZDKZlKEGSCXEqow7IEekNTc359WrV/mmGRsbM3nyZKpWrcqsWbNUZgTWqFGDxMREbt26VeC4KlSoQKVKldi9e3eB/Y8EQZCaXWtra0tlUu/y/WRmZpKZmalSfHN0dCQqKkqlE2lhZGRk0LdvX27dusXatWuxsbGhbdu2dOnSRSn21AkaqampUlYr5BxfSlo5cW4K25fy7pfly5fHzc2NcuXK8ejRI8zMzJg1axZ2dnZ89tlntG3blkaNGvHHH3+wYcOGAt/b09OTwYMHc/fuXV6/fv3On6GtrS0NGjSQTI5UcfXqVYyNjSlfvrz0mqIX4sWLF7Gzs5PcvtWJWYpsN4VoWdJj4N/iXWNLR0eHUaNG0aJFCwYNGoSZmRnffPMNx44dY/r06QUKg6VKleKnn34iKSmJmTNnvnMprr6+Pp9//jkvX77MV5asQHHuzt1TuHv37lhaWnL27NkixRbkGFIo4ksTWyUXhQGb4rpTcZ4EJBOxd2mBoeG/iyAI6OrqKgmDitiSyWRoaWkV2IJGgwYNGjR8nBTZfRgoDzQGjgCjgHOiKBZfgXoLBEGwB6zIER9LhCAI/8v4gYJ7mxV00Z2dnY0gCMjlchwdHalfvz6nTp0iKyuLpKQkZDIZcrmcdu3asWXLFk6ePEmPHj2oVq2aWiEyLi5O6aZGV1cXGxsbTp06RcWKFZV6bUHOjUJCQgIJCQlkZ2cTHh6ucr2ZmZn5llWgp6fHo0ePEEWRsLAwKleuzKNHj6TpeYWfw4cPs2zZMkqXLs327dtxcXFReXOVmprK7NmzpR4my5Ytw8XFhezsbCpVqkR2djZVq1aVPmNdXV08PT0RRVF6TRAE6UYp92ufOqriTiaTST3/VPVNtLOzIzExETs7O6lv1+XLl6lRo4ZUcjlu3Di++OILVq1aRf/+/ZWWV9yIHDt2LN+FY0JCglIWTZs2bfjll184dOgQCQkJKvsYQk7cFVRSW1C5soGBAaGhoUqvKUS3zMxMnjx5ojRNISJcvXqVihUrqh1P3vgRRZGRI0dy4sQJli9fjoWFBQEBAfj5+Sm59SkusvPGY+73VkxTHF+KkuFaklC3X+ro6FC+fHkEQaBy5coIgoC3tzdHjhyhRYsWjBs3jqlTpyIIAitWrOD58+fUr1+fKlWqKLkjKqhevTpdunRh8+bNvHz5Um1ZZ+7jVF4cHBykMjwLCwsyMzNZtWoVvr6+lC5dWunG+8qVK1SuXFkqW7W2tsbJyYnGjRuzfv16hg4dKmVeFzUTuajnGA05FDe2tm7dSpcuXZg/fz7Dhw9nwIABLFu2jPj4eFq0aEHVqlVVxpadnR3Dhw9n7ty56OrqUrp0aZXnFC0tLbXxlTu2srOz0dXVZePGjbRo0SJfbF28eBFLS0ssLCyIiYmR4qhPnz7MmzePK1euSK7IBcWW4vgDmtgq6Shc7VNSUqTrPYUgqKWlhbGxMXXq1KFcuXLExMTg4OAgLbt06dIPNWwNJQCFMAhIxz6FIKilpYWbm5vUx/TFixeUK1dOekCjiS0NGjRo+Dgpjih4UBTFD2IBJIriC0EQ2oiiKH6sgqCqC37FxXfeDLTs7GxSUlIkF8KCBKi8wl6DBg3YvHkzjx8/xtraWjrRrlixgq5du7J48WLmzZuHvr4+3bt3Z8CAAZQrV05pHarcNUNCQlixYgVOTk4F9vp79OiR2qeASUlJ+cqeFaSnp+Pp6UlERAQZGRlUqVJFKpnU1dWlcePGQI6g8uOPP7Js2TKaNm3KmjVr1JYonz59mqFDh3Lv3j3at2/P1KlTlcowtbW1qV+/vtptKY7wl52dTXJyMgYGBtJnruq1koRi+7OysoiKisLKyorU1FTi4+MxNjZGW1s7X6yamZnh5eWFnp4eycnJXLhwgdOnTxMQEMCQIUMwNjamTZs21KtXj19//ZUBAwYoxZrCUfvmzZtKxg6Q0z8r93fdsGFDDhw4wIkTJ/Dw8FDreGxtbU2nTp3UbmdBbsohISFKmVuAJGzb2NhgYWGhNM3DwwOAmJgYad88ffo0y5Yto1atWjRp0gQ3N7d8Y505cyYbNmzgp59+4ptvviExMZGsrCyqVq2qFDsK0SLv5w4531fuXneKz7Ug05uSQu59CZD+zruPamtrIwgC2traUjsFExMTTp48SePGjfn555/Zvn07FSpUYPXq1Rw6dAhtbW1q1KhB48aNadSokZKZU9u2bQkPD+f06dO0bt1aOg7lZteuXWrHHR0dja2tLQCWlpbY2tpy+/ZtfHx8yMzMlGI8MjKSJ0+e0L17d8qUKUN6erq0bVOnTqVhw4Z8/fXX7Nmzp9DS5dyxoTi3FCXL+b/Ku8QWwN9//82XX37JwoULmTdvHgsWLGDy5MlMmzYNyOnxq4itGjVqSDfL7dq1w8nJicGDB2Nra8vXX3+d7z3XrFmDmZmZynHnji25XI67uzvBwcGSyJP7+Hnjxg3q1KmDnZ2dUmwNHz6czZs389VXX3HkyJFCM3hEUSQ5OVkTW58Aiodo6enpLFmyBMjJ1K9duzbu7u5ATg/JoKAgkpOTqVmzZpH7PGv4b6OILVEUWbFiBSkpKXTt2pWyZcvi5uYG5LRo2LdvH5GRkbi5udGwYcMSeZ2s4ePC0dFR7b2bo6Oj1KZFgwYNxac4R+i5giDUFwTBLO8EQRAcBEHoKQhCz/c3NGXEf+6WP0ZBUB3qSpjy9jNKSUnh8uXLRcr4adCgAQCnTp1Sel0QBBo3bsyOHTs4e/Ysbdq0Ye3atVSvXp1evXqpdcZU0LRpUwCOHj1axK17OxQCjaqbE1EU+e6771i2bBnffvst27dvV2kU8erVK3r27EmTJk1ITU2lY8eODBo0SEkQLA5FcVxU1eetJBo/qCJ3c3lFWZ2idDYuLo7bt28TFxdHWloa9+7dQy6Xk5aWRkJCApUrV8bExIS4uDguXboE5MTilClTePXqlXQzkps6depw/fr1Qj83QRAYNmwYT548UZudqor4+Ph3KnlT7Ieqyoft7e0BZaFx586dbNu2jR9++AFvb29cXV3p27cvmzZt4vXr12zatIkJEybQtWtXpkyZAuT0HmvUqJFaQ4ui9Ln8lErZc+9L6varrKwsXr9+rbJ009ramiNHjuDm5kaHDh1o1aoVr1+/5vDhw3z77bfExcUxefJk/P39cXZ2ZsSIEVJGZ+fOnalSpQqbNm0q9DhZGJUqVSImJiZfT84rV64AULNmzXzLVK5cmfnz53Pq1ClJaFJFSkoKV65cITo6WoqNvOX/GvLzrrGlq6vLpk2b+PzzzxkxYgTp6emEh4dz4cIFpkyZgqGhIQsXLqRNmzY4OjrSvXt3oqOjgRwTmnbt2nHhwgV27979TtuhyHy/e/eu0uvPnz8nLCyMGjVq5FvG0tKSjRs3Eh4ezvDhw9U+QNDE1qeLjo4O3333Hd999x21atXi8uXLQE4G/YsXL8jOzqZMmTJcunSJoKCgDztYDSUKQRDo378/3377LdbW1qSlpaGjo0NWVhaRkZFERUXh4ODAw4cPOXny5CfxAPNTZ/z48YwfP/6jXc/Tp0+lSq+8P3mrfjRo0FA8inO1txpoAFiomS4AQ951QP8F8vYzunnzJoGBgUUyCnF1dVXZVzA3lSpVYu7cuVy/fp3vvvuO8+fP06ZNG65du6Z2GVtbW6kU79/sIaQQU1T1rFu8eDFr1qxh5MiRTJ8+XWXGzPLly/H09OTvv/+mY8eOfP7551SrVg0vLy/Onj2rZCpSVIriuKiqz9unYjpiYWGBqakpFhYW+W4EY2JiiIqKIiYmhkePHnH37l2ePHkiZbDdv3+f3r1706hRIyXBo27dujRv3pw5c+bk67FWp04d0tPT8/WwVJCWlsb8+fO5fPkyrVq1wsXFRSo9L4js7Gzmz59Px44d6d27N3/88Qe3b98udjwXJArq6+tTqlQpJVEwLS0NGxsbbty4wZIlS6hRowZ79uyhR48elClThl69elG/fn1WrlxZ5OzU4vS5/BTIvS+p268U+6lCcMlLqVKlOHr0KO7u7nzxxRfs3LmTRo0aMXPmTM6cOSNlQzdq1IgVK1bw3XffIYoiMpmM/v37U65cOZYvX65kQlRc3Nzc0NXVzecef+nSJfT09NS6cvfq1YtevXoxe/ZsDh48qHKe4OBgAgMDCQkJ+U/FxrvyPmJLR0eHjRs30rFjR0aPHs3kyZPx9fXlp59+Yv/+/YSGhrJlyxYpI+/LL7+UhMd27dpRt25d9u7d+06Or4pM1Fu3bikd0xQijyrBGXL6DM6ZM4cjR44we/ZslfMoYuvRo0ea2PrEqV69OjY2NpIgqKOjQ3h4ODY2Nly6dIkbN2586CFqKMF4e3tLgmCpUqV49uwZZcqU0QiDJQSFydanth4NGjQUTnFEwVBRFKeIovhYEISTgiC8EQThBIAois9EUVwLPPt3hvlpoRBesrKyePz4Me7u7vj6+hboCqhAEATq1avH+fPnC523dOnSjBs3jitXriCTyVi3bl2B8zdv3pzQ0FCVJhLvSmpqKuvXr2fXrl04OjrmE1yuXLnCuHHjaNeuHT///LPKdSQkJDBs2DAyMzPZv38/9erVIz09HXt7e7Zv387Zs2fVZvpkZ2dLvbwU5WSKi5Pcjou558uNqqysTyVTKz09HX19fZUmNaVKlUJbW5tSpUrh4uKCh4eH1B/m/v37BAYG8vDhQ5o2bYquri5Pnz6V+kP27t2bN2/eSFlSCqpXr46WlpaSAUxuzp8/z+zZs9m/fz8ymYxvvvmG+Pj4fO7YeTl79iwHDx6kSZMm2Nvbs3fvXr7//nvGjx/PwYMH1fYkzE1ycrJULpq3dFhB2bJllZ5IamlpERERwaFDh+jcuTP9+vXj/v37XLx4kd69e+Pl5UWbNm1ISEjg/PnzRTIp+a9l6eTelwRBwNDQMJ+Amlu8hv/t05mZmdI+a2lpybRp06hQoQI9e/bk7Nmz0vLW1tZ07tyZVatWMXr0aNatWyc5cOrq6jJ8+HAsLCxYsGABR44cKbAXpToUZZ4PHz5UEsPDw8PJyspi27ZtapedN28e3t7eDBkyRMm1VoGXl5dk+KSjo6O0r2lQz/uKLW1tbQYNGkTnzp2ZOXMmv//+u7S8sbExLVu2ZO7cufz5558EBATQu3dvMjIyEASBHj16UKlSJdatW8fWrVuLdCxSRaVKlYiNjVUSrl++fAnA9u3b1Rqg9OvXj86dOzN9+nSVoo8itipXrqyJrf8AUVFRJCcnY2dnJ2XWZ2Zmoq2tTWBgoMZcRsNb8+LFCyIjIylbtiyvX78G/mdQ9/DhQ01550dOUFDQe8kY/tjWo0GDhsIpTk9B6SpBFMWGgiCcFP+PvfMOj6Jq+/A9m02y6YGE9JBOSQgQQpMiIMWCFUVUVBDEAr4WrLwWUBFRUfFVwV6wIHZFEFEEAVFaKGmUFEIgIZCEkmw2ZbPz/RFmvt3NbhoJKZz7uvZKdnf2zJmZ35w588xTZPkSe8sI6sZkMrFv3z7y8vLUohjmBQfMlzMYDBY5kBISElixYgWnTp2ya7gw59SpU5SXl9drdLz88stZsWIFu3fvxs/Pr97cVg3BaDSyZ88etm7dSmVlJSNHjuT666+3WMZgMDBjxgyCgoJYunSpXUOIh4cHb7zxBv/5z3944YUXePnll+nevbtqXPX09FSTqVujhGOWl5eTmZlJly5d8PPzQ6fTqfn0HBwc0Ov16s28vdDOjoa93FFGo5Ft27aRnJyMr68vCQkJxMbGqgZTZV8rf/Py8sjOzkaWZcLCwvjtt99wd3fnoosuqrW+kJAQsrKybPbnkksu4ZdffiEhIQFAzX9UXl6Op6en3e34/vvvCQoK4uGHH8bBwYGysjI2btzIzz//zLfffsv3339PfHw8QUFBuLu74+7uTklJiWo0qK6uZsmSJRQUFDBjxgy7uSzDwsL4888/1fezZ89my5YtPP7442zYsIF+/fpRWVnJlVdeSY8ePfjiiy+QZZmff/6ZkpISjEYjl1xiPXTW7G9zLQosMTdeS5LE4cOHMZlMHDlyhLCwMHx8fHBzc2P48OG8/PLL3Hrrrbz00ksMHz68VltPPvkkx48fZ9GiRUycOJHLLrsMDw8PZs+ezccff8yKFStYvXo1l156KUajscHV4wH69u3L3r17+eeff9TPFi5cyOnTp5k9ezbbt2/n2WefrfU7FxcXXn/9dUaPHs3cuXN58803AcscggMHDgRqcmEmJydTUlJCfHz8BWM8bilsaUvJqZqZmUl8fDydO3cmMTGRe++9l8OHD/P6669zzz331Grr6quv5rXXXuOhhx7ivvvu45JLLkGr1XLvvffy2WefsXbtWtavX8+IESMabXiOiYlhy5YtbN68Wf3s7rvvJi8vj6VLl7J7927eeuutWvMCSZJ46aWXWL16NfPmzeOHH34AamtLlmUyMzOFtjo4CQkJHD16lKysLEJCQiwelCoFdwSCphAREUFMTAwHDx5UI4KMRiMFBQUEBQURGRnZyj0U1MWDDz4I1E5R1d7bEQgE9dMYo6A1wgB4DhgMBtXA4ePjY7fKn8FgoKSkBIPBwKFDh4iLi1OLeaSlpVkkRLeHMpgq+Qjt4ejoyP33388jjzzCwYMHVWNMU5BlmQMHDrB582bOnDlD165duffee23mEvzss8/Iyspi9erVNnMImnPPPfdQWFjIs88+y4IFC1ixYgUVFRW4ubnRr18/u1USFYNXZmamaowKCwvjxIkTqqeFv79/rQqvFwKKV5o1eXl5JCUlUVpaatNzQDHAKCiJ7wMDAykrK+O7775jwoQJNtuOiIioVdnXnMTERPX/gIAAgDrz66Wnp5Oens7MmTNVg5qrqyuXXXYZcXFxHDt2jE2bNrFjxw5SUlLs5o90cXHh4YcfpmfPnnZzHoaFhXH69GnVgBcZGcmWLVt4+umnWbx4MdnZ2Wq4g4eHB1OmTCE9PZ2uXbuyf/9+u4ZrJYRRMUIJ46Al5oWbTpw4wcmTJzl+/DhFRUW4uLioNyBubm6MGTOGWbNm8dxzz5GUlFSrmIwkSbz++usUFxfzzTff4O3tzeDBg/H19eXRRx/l4MGDrFy5km+//RZHR0ciIyOJiIiwW+zGHC8vL2JiYtixYwenT5/Gy8sLX19fvvrqK15++WUWL15McnIyX331Va0iUIMHD+bqq6/m008/5emnn8bDw4OtW7fStWtX/P391XPJx8cHT09PHB0dMRgMojrsOWJLW506deL06dMcPnyYLl260LlzZ9zc3Bg6dCiPPvooEyZM4PPPP2fSpEm12ps+fTqFhYW88MILFBUVceONN6LT6ZgxYwZXXXUVq1atYt26deoDlOjo6AaF7Gq1WhISEti8eTNJSUn069cPZ2dnFi5cSP/+/XnkkUe4/PLL+eKLLxgyZIjFb7t06cLs2bN59tln+fvvv+nXr5/Q1gWKs7MzV155Jb/88gtHjhwBajzeQ0ND0Wg0jBo1ivXr17dyLwXtEUU/AAcPHlQ/DwgIwMfHRzUYCgQCgaBt0ZhHwF6SJF0kSdIQSZKGWL8/+5lPC/Wz3WIvHNXFxQVfX1/i4uLw8vKym8fHxcUFDw8P9u/fzx9//MGuXbtUjz/rvFX2WLVqFREREQ16Qjdo0CCCgoJIS0trUOETW1RXV/Pzzz+zevVqnJycmDBhAldddZVNg+CuXbv4/fffeeCBB2x69NjiySefZObMmfz4448sWrRINU7Zu3kxGAzs2LEDjUZDt27d6NWrF71790aj0ViEDkPTwjZNJhOlpaUdIleKuV5PnTqFh4eHRaXounByciI8PBxHR0eWL19OSUkJU6ZMsblsRESEmjC4PhSPvfLycrvLfP/997i5uXHppZfa/D4gIICJEyfy0ksv8e677/LWW2+xcOFCpkyZwuzZs5kxYwaTJ09m7ty5aoVhe4SHhwOwb98+9TOdTscrr7zCb7/9RklJCePGjWPBggVq3sR+/frh6+vL0KFD7XqgKloE1ByX9saPjowsy+j1+lrakCRJrfTt4+NDSEgIF198MX369KFv375oNBoMBgO7du3CYDBw//334+npaTePmoODAx988AHdu3fno48+Ijk5Wf0uJiaG2bNn8+STT9K5c2f279/PunXr2L9/v90QTXMSExOpqKjgk08+sVjfnDlz+Oyzz8jNzWXYsGGsWbOm1m+fffZZDAYDzz//PMnJyezevZt///3XwlvRy8uLgQMHEhoaarO6fUcZj5qbxmira9euxMbGkpiYSFRUlIW2rrzySvr168crr7xiVw+PPfYYd911F2vXrrXIExkQEMD06dNZsGAB/v7+5OTksG7dOvbs2dOga25cXBw6nc4ifBnghhtuYPXq1erDkDfffLPWds6aNYvAwEAee+wx9u7dK7R1AaMYBv38/NBqtYSGhuLh4QHUPEi++eabW7mHgvaKYhiMiYlBkiSCgoLo0qULUOPlftlll7VyDwUCgUBgTWM8BROAzdQUFFGwTmwnvAetUKodgmU4qoODg/pelmW7Bi3lZqVTp0506tQJb29v9Ynb/v377Xq0KSHDhYWFbNq0ifvuu08NVaqvOuv999/PU089xYkTJ7jrrrssvvvhhx/shixHRUVx3XXX8fLLL5OVlcWsWbO48cYbcXBwoKqqqpaxpbCwkIceeogePXrw9NNP2+2PrRxszz//PAUFBTz55JP4+Pgwffp0ddlt27YxcOBA1bin3FhDTT67Xr16qdvv4OCAv79/rfaV76urq2uFdFqH1tg7xm0dWyFCSpi1p6cnPXr0UA2p5jkg6wstqq6u5uuvvyYsLIyLLrrIwivPwcEBR0dHoqOjKSsr4+TJk6onYHFxsd0bbBcXF/z8/GxOJo8fP85HH33ELbfcolYHNicmJsZuX7OysuzqOTMz02ZeLcUjLS0tTQ3nVBg2bBh///03Dz/8MM888wzr1q3j4Ycf5vLLL1eXqaqqoqioCB8fH4ubcQcHB/z8/DCZTKqnoHI8oLYXcUelrvPJ/HxUzlvFc1qWZdLT09m1axeyLNOjRw8uv/xyvv76a/773//a9Hx2c3Pj559/ZuLEibz77rv88MMPDBgwwGKZm2++mbS0NN59913Vu2vx4sWEhYXx1ltv2fQeDAoKIiwsjCVLlhAfH2+RGsLNzY0FCxawZMkSrr/+eh544AFmz56tji++vr5MmzaNd999lzvvvJOoqCgcHBw4evQoYWFhODg4oNFo1Bv4xuy/C53Gakur1RIfH48sy+zYscNCW1dccQXz58/nl19+4cYbb7S5vldffZWioiK+++47Lr74Ym699VaL70eNGsWZM2f48MMP+e677ygtLWXRokUMHDjQrrYcHR3p3bs3q1ev5uuvv65VtOu5557jiy++4IknnmDz5s0sWrTIYlvnzp3LPffcQ1ZWVi1tybKMVqsV2urgLF26VP1fmets3bqViy66iMGDBzN48GAOHTrEqFGjcHR0ZOTIkeocYPbs2a3SZ0H7wJa2JEkiJiaGjIwMBg8ezOnTpxkwYACdOnViwIAB+Pj8vz+J0JdAIBC0Do3xFNwKRAIRdl6RQG23hzaGJEmekiTVHaPajDRXhdro6GguvfRSoqOjkSSJ+Ph4UlJS6v3dqlWrMJlMXHXVVQ1eV5cuXbjsssvYunUrBw4caFQ/P//8c1auXMntt9/OzTffbDf8UZZlHn30UU6fPs0bb7xhM59iXWg0GpYsWcLo0aOZOXOmmiNp27Zt/PvvvxbFLXr16kXfvn3p1atXrXaqqqrIysqym1S9qZWJW5umenSYb4tOp6N37942q/DWxf79+1m/fj2TJ0+263GpeK3WFUJsjqenp93k/EpFT1thfC2Bv78/Tk5Ods+Nzp07s3z5cj744AN27tzJHXfcYVHVtKioiPz8/FqVTpW8TpIk4e/vj4ODQ60qxBeCp05d55Ot89FkMnH69GmOHTtGjx49SEhIIC4uji1bthAUFIROp2Px4sV21+fh4cGKFSsIDAzkpptusvAAVYiNjeWNN97g3Xff5cSJE0yaNMkir6QtBgwYwKlTp2zmwgkICODHH39k0qRJvPHGG0yfPt3imD799NM4OTmxYMECBg8eTI8ePVQv0vpoi+NRW6Gx2oKaa8ShQ4fo1q2bhbYU4+Crr75q9yGbRqPhrbfe4pJLLuGhhx5i1apVtZYJDAzkqaee4rvvvsPb25s777yTjz76qM4Hd3379sXR0VEtimSOm5sbH3zwAf/9739ZvXo1V111FSdPnlS/nzJlCj179uTZZ58lMTFRaOsCR5IkJEli8ODBZGZmqp+Xl5erkRzvvfdenZ76AoEtFG1BTSixEslhNBo5ceIEv//+O2+//Xad82uBQCAQnB8aYxR8XJblnDpeh4DnWqifzYIkSd2AVcAsSZKizsc6m1qhtqKigpSUFNW7z9HRkbCwMNVzoHfv3qSmptrNjabw888/061bt0bnB7ziiivo3LkzX375Zb3rUNi3bx/vvvsuY8eOZcaMGXUuu2LFCn799VeeeOKJesM17eHk5MTHH3/MwIEDufXWW1mzZg0DBw5k8ODBDBw4kMrKSlJSUtBoNAwcONDmjUxubi4HDx5k3759Ng0t1uHFtmiLVYgVjw57efHs0dht0ev1bNiwAb1er362ePFiZFlm8uTJdn8XFVVz+tkrNmKNh4cHp06dqvV5eXk5W7Zs4ZJLLiEwMLBBbZ0rSu6lugzmkiQxZcoUvvnmG4qKiiyM1D4+PgQGBuLj40N5eTkpKSmUl5erXoHmIYQajQYXFxcMBoNqNGzKcW1P1KVBW+ejwWAgKyuLtLQ0SktLGTBgAK6urvTr14+YmBgmT57M8uXLyc3NtbtOPz8/vv32W5ydnZkwYQLvvfeeRfVghaFDh6pesPfffz9bt261a6ANCQkhJiaGH3/80eYY6uLiwquvvsozzzzDH3/8wfLly9XvAgMDeeihh/jmm29YsGCBWgVcwVw3jdl/FzqN1RZATk4OqampFBYWqtoaMmQI/fv3Z+LEiaSkpPDbb7/ZXaeTkxOffPIJCQkJzJgxgxdffFHNY2tOZGQky5cvZ+zYsbz22mt1VsB2c3Nj1KhR/PXXX7UeLkDN+DNz5ky++OILsrKyeOmll9TvtFotL7zwAgcOHODBBx8U2hKoREZGEhcXR3l5OdnZ2RiNRq688kpyc3OFYVBwzqxZs0Y1CObm5nLllVdSVVXFkiVLhGGwjbBgwQIWLFjQ4doRCAT10+CZnSzLGxuwzNZz607LcdYI+AE1RsFfZVnOtPq+QeXWgoOD1adfkiQxb968ZuujUqHLaDRy8OBBUlNT7RpNlEII5nmwrKmoqGD79u04OTnZvHGoC2dnZ2688UZyc3N54okn+Oabb8jJybHpvWA0GtmxYwe//vorffv2Zc6cOXWGmBYVFfH0009z0UUXcffddzeqX9YoXhHV1dU8+OCDuLu7c8kll+Du7k52djZpaWlkZGTY/K3RaMTR0RE/Pz88PT1t5nNSwosbW/Bh3rx5qkasw7vqorn0db48OrZv386///6r5s6DGkNfWFhYnTksg4KC8PDw4MUXX+TZZ5+t1yO1c+fO5Obm8tFHH5GVlUVpaSlr165lwYIFGAyGOg2Qzc3p06cxGAwUFBTUuVxlZaXqxagkc4eam3J/f3+0Wi0ZGRmqRq29AhXMjYXKcX3llVcara+WHLvOF7bORyW03Nvbm9LSUjUEvaCggM6dO3PjjTciSRK33XYbR48etdt2WFgY3333HYGBgcyZM4eLL77Ypi6DgoJYtmwZEydOZNeuXXz77be1UhxUVlaSnJyMXq+noKDA7hgEMGPGDHr37s17771n8fnDDz+Ml5cX69ev56effrIwEGVkZJCamsq+ffvUa0Zz0ZSxq6NqC2qM+F26dMHT01Pd1x4eHkRFRdG9e3fCwsJ44IEHSEpKstu2m5sbX331FSNHjuTVV19l8ODBrFu3zuZyixYt4rHHHuPQoUN8/vnntcaZ6upqMjIyyM3NxWg0snWr/WnX8OHDmTRpEp9//jklJSXq51deeSUDBw4kLS1NaEtgQWxsLBUVFZw+fZrbbruNUaNGccUVV5CTk9OmK4AKbbUPOnXqRE5ODldccQWjRo3i9ttv5/Tp0za9ntsKTZ3Pt0eGDBlSq0hVR2hHIBDUzwXxuPeswe8q4HNZlhcCeyRJGiRJ0mhJknoAyLIsN8QwePToUWRZVl/NMYmorKwkKyuL/Px8NawwJiaGuLg4m4aV0tJSysrK0Ol0fPDBB3bbdXZ25sUXX+TgwYOMGzeOv/76q1H96t+/P/fccw8hISH8/vvvPPfcc2zYsIFdu3apXlv5+fn8+OOPJCcnExsby8KFC3Fycqqz3cWLF1NaWsrChQvPubpqcnIyV1xxBU5OTjzzzDNqyEt5eTkRERHExsYSGhpq0/OhqKiIwsJCAgIC8PX1bVD1x4Yyb948VSN1GSKsaS59nS+PjgEDBjB48GA1D1tVVRVRUVHk5OTw7bff1tm/L774gsGDB/Phhx8ycuRIZs2axffff28zh+To0aMZMWIEycnJvPLKKzz66KP88MMPeHl5ceedd6p55VqaoqIiZs2aRWFhIU899ZTd5X777TcSEhJ48cUXufLKK5k4cSIVFRWkp6db6DA6OprY2Fiio6PRaDRqsQNzzI2FynF99tlnG62vlhi72gIajYbAwEA6d+5MSUmJ+gAkOjqaqKgoOnfuzPvvv096ejpDhw5VDbW26NmzJ+vWrWPlypWUl5dzxRVXsGvXrlrLOTs7M3fuXEaNGsWxY8dYtmwZ2dnZ5Ofns3btWt555x3WrVuHVqvlzjvvJDo62u46jUYjR44cITY21uJzd3d3jEYjAQEBSJJESkoKf/75JyUlJURHRxMXF0enTp3Ua4ZyHamsrGzinqyhKWNXR9UW1BTeiIuLw2g0WoT9h4aG4urqyvvvv48kSYwePdqisIw1iuf99u3biYyM5JZbbrEZTixJErfffjtXX301RqOR5cuXk5SUxMmTJ9m0aRPvvfceK1eu5NixY0ycOJERI0bU2f+cnBzCw8MtcgBKkoSzszPe3t4W2tLr9UJbAkaMGIFWq+Wnn37i4MGDrF+/Hi8vr0anEjmfCG21DwYMGKA+7Dp48CA//fQTWq1WLSjXFmnqfL49smXLFrZs2dLh2hEIBPXTmEIj7ZazBj+ZGvugRE3uw+PAcOCQJEl/yLL8vNyQUqgtwJEjR8jMzCQsLEwNK9RqtfTq1csiNM1gMJCWlkZ2djbJyckkJiby5Zdf8sILL+DlZTtN4uTJk0lISOC+++5j8uTJ3H333fXeRChIksSAAQMYMGAApaWl7Ny5k1WrVrF79261cAfUhHZeeumlxMXF1Zt8PDk5mQ8//JDbbruN7t27N6gf9vj555+599576dy5M+vXrycxMZFdu3axd+9eADWPYEpKCmlpaUCNoSAjI4Po6Gg1ubF1wQdBw3Fzc2PkyJHq+9zcXK699lp27drF448/zmWXXWY3aX3//v354IMPKCoq4ttvv+WTTz7hhRde4NVXX2XMmDGMHz+ehIQEHB0dcXNz48Ybb+Tqq69mx44dODs7ExwcTFBQULN6stTFsWPHeOCBBygqKmLRokU2Kx1nZ2fz2GOPsXr1amJiYvj555/VIiPp6ens378fg8GALMvEx8fj4uJSK9eldXEbpSK2wD4ajUY10pgnLc/NzaW0tJSEhATef/995s2bx5VXXsmcOXO488471YqI1gwZMoQ1a9YwceJE7rzzTl555RUuueSSWsspnmKrVq3i+++/B2o8QXv06EGvXr2YOHFivYV5Vq5cSXFxMddff73F50eOHEGv1zN69GhkWWbfvn38/fffnDhxgujoaOLj43F0dESn0+Hj48Phw4dVz3IlPF9w7ijnn06nU6sTl5eXs379ekpLS4mKiuL999/n5ZdfZtasWfzzzz88/vjjdj2lIyIi+Pnnn5k6dSrPPfccp06dYsaMGbV0EhgYyO23386aNWtYv34969evR5IkIiIiiI+P59Zbb633odqBAwfYsmULDz30UK329+/fz5gxY5BlmZycHJKTk9mzZw/9+/dn0KBBQlsXMDExMUyfPp3333+fd955By8vLyIiIjhx4gRXXnklv/zyS2t3UdBO8fHxYebMmSxZsoR33nkHjUZD9+7dqaioYN26daLQSCvz3//+F+CcvYLbWjsCgaB+OrQlRJIkT1mWz5w1BJZRU0F5ALBFluV5kiR1By4D7pIk6bQsy/+rr82WSPCvVEwNCQmp08suLS2NvXv3Ulpaik6n4+abb+bvv//ms88+47777rP7u9jYWFatWsVzzz3Hu+++y9q1a/nvf/9LaGhog/vo7u7OiBEjKC4uxs3NjezsbPR6PU5OTvTq1atBRrXq6moeffRROnfuzJNPPtngdVtjMpl4+eWXeemll+jfvz8//PAD3t7e7Nq1i/DwcACLPIWKl45iEFQMhL169bJZefhCRslbZ8tjrSGEhoZiMpm44447eOCBB5g/f75FPitb+Pj4qMbqw4cP89NPP7F27Vp++eUX3NzcGDJkCF5eXgwaNAh3d3eGDRtms53q6mry8/OprKysM3S5sVRVVZGRkcGTTz6JXq/n9ddfp3fv3hbL6PV6Xn31VRYvXoxWq+XBBx9k/vz5lJaW8sknn3DVVVcRHh5OeXk5er1eLWZhXb0Y/r/gASD02QisK4lnZGRQWlqKu7s7ISEhhISE4Ofnx5IlS5g/fz4LFy7ksssu49prr+WKK66oVewoPDycX3/9lRtuuIEHH3yQp556ymaVWR8fH26++WYKCgooLi6me/fuODs7YzKZ7BoEKyoq+Oabb1i2bBm7du2ia9eutR7W7N+/H6jxSiwsLMRoNOLk5EReXp4aCjpw4EB1m5XrSGPGdVuYjwGC/0cJ+4ea/LnW2nr++efp27cvixcv5vPPP2fIkCHccsstjB8/Hk9PT4u2PD09+eqrr5g6dSr/+9//OH78OHPmzKll5HNxceHaa6/l6NGjnDp1irCwMDw8PDCZTHYNgtXV1axbt47PPvuMdevWodPpahmci4uLOX78ON7e3hQWFtK9e3c1RcPPP/+Mq6ur0NYFTrdu3bjnnnvQ6/Xs2bNH9RJctWoVTz31FPPnz2/lHgraK76+vsycOZO8vDzS09PVuWZxcTFTp06t0+NaIBAIBC1DhzUKni0q8o8kSf+RZflLSZK+Bp4CxgCfAsiyvF+SpGKgE3CRJEkfyLJcZwZ/W3nn6qM+B0RHR0ciIiJsLmsymdQLZmxsLJIk0bVrVw4cOEDPnj1ZtmwZ77zzDnfddZeFEcdoNFrcNDg7O/PCCy9w8cUX89BDD3HfffcxY8YMRo8eXevG1WQyYTKZOH78OHl5eURGRuLt7Q3U3HBotVpiYmIslq+srKSystJmcn6oMax88MEH7N69m9dffx2tVqsWp6ioqKjTw9B8n+j1embNmsXKlSsZM2YMH3/8MQEBAezevZv09HQkSSIhIcHidzqdTvXGMjcQVldXU15ernqAmNPAFJPtGlu6VApZALW806qqqsjNzSU0NNSuEVir1RISEsLkyZNZs2YNb731FjfccAOJiYkAdYafVVdXExcXR1xcHLNnz2br1q1s2rSJTZs2UVxczHfffUdkZCS9evUiODiYwsJCTpw4QUFBAa+88gp5eXmq1+CkSZO477770Gq1dYZ7FBcXqzc7er2ezMxMcnJyOHz4MPv27eP48ePk5+dTXV2Nl5cXr7/+Ot26dcNoNKr7788//2TmzJkcOXKEiRMncs899zBo0CCcnJz45Zdf2Lx5M5IkMXHiRIKCgnB0dMTV1ZVevXrVOgayLOPr64vJZEKn01mc/4K6Md+XJpOJwMBATCaTerw0Gg2DBg1i0KBBTJgwgc8//5wdO3bwyy+/0KlTJ6677jpuuukmEhIS1PPfx8eHt99+m//+978899xzHDp0iHvvvVfVf1VVlappPz8/NQRK+cy6qvmxY8f4/fff2bBhA6WlpURGRvLUU09xzTXXqGOoJEmYTCbS09MBGDlyJNu3b2fUqFHk5+fTrVs3cnJyiI2NtdhmR0dHwsPD0Wg0dq85DRnXzMcAQQ0N0VafPn3o06cPI0eOZNmyZSQnJ3PffffxyCOPcPnllzNp0iRGjhypasfR0ZE5c+bg5+fHZ599xrFjx3j66adVA2JjtXXmzBnWr1/P77//zokTJ+jSpQv33nsvN954I76+vur11lxbgwcPpqKigoSEBIYMGcKePXsAao1NQlsXJopXaHh4uFpMZ9CgQfzxxx/odDqmTZtW6zcNrWQtuLDx9fXF19eX3r17s27dOoqLi+ncuTP79u3jiSee4P7776/1G6EtgUAgaDk6pFFQkqRo4GXgW2CsJEl/ybJ8VJKk680+e1WW5XJZlk9IkrQKGA041tEsQLPmnTPrb62QQQUHBwd1su3m5kb//v0pLy/H29sbZ2dnZs6cydSpU9m0aRNjxoxRfxcaGmpRUVBh2rRpDB48mJkzZ/LWW29x5MgRXnvtNSorK9m5cydJSUns3r2bHTt2cPr0aaAmfOqSSy7h1ltv5Y033rAbDlpYWEinTp1sfpeTk8OiRYsYOXIkU6ZMsbiBqKqqqnO/Kt6TW7du5d577yU5OZl7772XhQsX4ubmhkajoWfPnphMJnr27Gmx/6xvVFxcXIiPj0eWZfR6vV0D2IVgFFSQZVnN46d4cNg6Hrm5uWRm1tTnseWJZzAY2Lt3L9HR0WRlZTF16lRSUlKYMGECGzdupFu3bgQFBdk1cvn4+Fh4aw0ePJgHHngAk8nE1q1b+fXXX1m9ejU//fSTuoyLiwsREREkJCRwww03EB0dzZ49e3j33XcpLi7m008/5eTJk3a33dXVlbCwMNavX8/06dNVzTs5OREZGUn//v3p3r073bp1Y8SIEWqSaVmWcXZ25uOPP+buu++me/fu/PXXXwwbNgxZltVtvOqqqygvL+eqq65Steri4kKnTp0oKirC0dHRwsCqJLP29PTkzJkzaLXaekPyLyTqOi/NdVVeXk5lZSVRUVHodDpkWbb47bXXXktkZCSxsbGsW7eOt99+my+//JKPPvqIuLg4li9fTlxcHFBT6f3HH3/koYceYtmyZaxcuZLLLruMyy67jAceeMCuN2d5eTmenp4cOHCApKQkvv76a9avX49Wq+Wyyy7j7rvvZujQobW2SZZlHBwcOHDgAN7e3hw5coQzZ85w5MgRhg0bhkajwcPDQ02DYCvPl9FopKioqEmpEZQxwNXV9YIy4DSXtkaPHk2XLl2Ij49nx44dvPHGG2zcuJEffviBgIAA3nvvPcaPHw/UaOvNN98kNjaWJ598ktGjR3PFFVdw+eWXc9ddd6me79Yoc4DDhw+TlJTEL7/8wk8//URlZSUXXXQRL7/8MuPHj7c5B3BwcODgwYMA6oO8AwcOMGzYMIYOHap6RgttXZjYC9+87LLLuOiiixg0aBAAv/zyC05OTtx6663ns3uCdo4tfc2ePZupU6eqERQbNmzA2dn5nAsRCgQCgaDhdDijoCRJMcDbwEfA18BbgGLx2QP8B1gGfCZJ0oOyLB8FOgMngHpjg8/Va0eWZbVISHl5Oa6urkiS1KiQQaU6oCRJjB8/ni5durBkyRLGjBlDVVUVBw4cICUlhX379pGSkkJqaio6nY4lS5YwdOhQAgMD+f7773nzzTdZsGABa9asUYsfODg4EB8fz4033siAAQPo1q0bv//+O1988QVTp07F1dWV8ePHM3HiRIYMGdLgQiELFiygsrKSRYsWNdrglp2dzX//+1++/vpr/P39LfK0KV4Lrq6uarGLulDCl1xcXFTDV0sYetsTZWVlaoXLwMBA3NzcbHqDKKFj9kLI9u7dS1JSEvv376eyspLo6Gjmz5/Pww8/zKWXXsrGjRvt5nCzRlm/JEloNBoSExMZOHAgc+fOJTc3l0OHDhEREUFQUBAVFRW1wu7j4+N58MEHueSSS3j99dfp2rWr3XV9+OGHzJkzh+7du7N06VK6d++uhkHby9UpyzLPP/888+bNY8yYMdxxxx306dOn1nJdunRh5syZ6nvF+HzixAny8/MB2+e7+c2zoPFYn9vKuKsUa3FxcVFvbq+++mquueYaTp8+zbfffsvcuXO5+OKL+fHHHxk+fDhQ4wH7v//9jxtvvJHPPvuMX3/9leXLl+Pk5MTQoUMZN24cY8eOpbKykt27d7Nnzx6SkpJIS0tTPbSCg4N58sknmTJlCm5ubvUe23379tG9e3dKSkpITEwkISGBEydOsGLFCnr37s2JEycAauWkhJqCOMr1pEuXLmofGlJ8SClmI7BNY7R18cUXM3z4cCorK1m9ejXz58/nuuuu45133rHwsrr33nu55JJL+OCDD9SHH4rX+7hx47j00kvx9vZWtbVr1y6Sk5MpLi4GasKR77jjDqZPn05wcHC92kpPT8fZ2RkXFxeio6NVbf30009069ZNaEtQi8GDB3Pw4EELI+D3339PREQEQ4cObcWeCToCn3zyCU888YSaO+63334jICCAa665pnU71kEIDw8nJyfH5ndhYWHnuTcCgaAtIrVSbY0WQZIkf2oMfotlWf717GcvAP2AK2VZrj77WSLwFZAHFAKBwF2yLKfYaTcIOAo11coa68JuHf6qPCHX6/X4+/vj6urKsWPHAAgICLAwtFl7IUCNl0BGRgbh4eGkp6fzwAMP8O+//zJo0CB27dqlhhc5ODjQrVs3IiIiSE9PJycnh3Xr1hEfH69O3nfu3MkXX3xBdHQ0/fr1o3fv3qqR4sSJE4wZM4Z3332XgQMH8vfff/P+++/zyy+/UFJSQq9evVi1apVqkLHlKVhYWMgbb7zBxx9/zBNPPMHjjz9ea/9UVVXZ9T7csmULl19+OQ4ODvTs2ZPHHnuMq6++mszMTKKionBycqp1I1JWVkZqaipxcXG1PABLS0s5c+YMnp6edRZvaE5Pwby8PNXDDAiWZTnPal3npK/GYp7XSZIkC09Bd3d39TPzfWDuHWLuvWqOtadgXFwcLi4ufPjhhzzyyCP4+/vz/fff263EWl1djbOzMwaDQQ2hO3LkCP7+/lRWVto1QBsMBpu5ODdu3MjkyZOprq7mpZdeUg08Cjk5Obz22mv88ccfjBs3jvfee89Ch1VVVXaNgh9//DEzZ87ktttu46qrriI5OZl+/foRFBREXFxcvTfldXnbNFZ7denrfGurNanrWqaMu+bnvaJXpeAL1Iytzz33HD/88AM5OTl89tlnjBs3rlZ7RqORrVu38uOPP/Lnn3+qHrQKOp2O2NhYBg4cSEJCAv369SM6OlrVcElJiV2NyLKMp6cn4eHhREVFsWzZMtLT0xk8eDBvvvkmK1as4Nprr+XGG2+s5c2lnLdGo1E19Lu7u1NQUIDBYCAyMrJWfru6ENqqoana6t27t8Xx+eCDD/j222/5/fffmTdvHv/5z39qjWuyLJOSksIPP/zA+vXra1W/dnBwoHv37vTv35+EhAQSEhKIi4tTvazr0hbUFAabMGECBw8eZM2aNRbaWrt2LSNGjBDaEthl9+7d3H///RapQC6++GIefPBBoG2EeApttU/y8vJ499131VB1gGHDhqnehW3hWLW1+XxDUeb19aEUkezbt+85ra812mnoNrZl6tOXQNCSdDRPQQ+gGtgsSZJGlmUTNXkEXwOGAhslSXKQZXmnJEl9gIGAM5Auy/Lh5uyIteFFQZmsG41G9Ql7YWEhx48fJygoqEGed9XV1RQVFdG1a1d69uzJ448/zr333svWrVu56KKLuPvuu6msrCQnJ4fhw4czduxY1qxZw/jx42vlIUpMTFTzvVmzdu1a0tLS+PDDDxk8eDDDhw+nW7duvPDCC3zxxRc8/fTT9OjRg2uvvRYfHx90Oh0hISH4+PjQuXNn1q5dy/vvv095eTmTJk1SJ42N4dlnn8XHx4d169Zx+PBhBg8eTGZmppoTybygiEJqaqp6IbEu5FBXeCxYVn7tqBWJrfMGSpJk1yirUFRUpHq2KbmtrFE8ZGRZpnPnzkDNDXNoaCjPPPMMCxYsYOTIkXz11Vd2i4UAFiFv5+JVcvHFF/PXX39x/fXXc++993LPPfdw7733UlxczNKlS/nuu+/UvF4PPfRQg71eoWZ/ACxevBgHBwc8PDxwdHRk9+7dSJJE//79a/3G2hAoioi0HNbpGGx5BSuerRqNRj1eWVlZdOvWjbvvvptvv/2WSZMmMX/+fGbOnGkxjmu1WoYOHUrPnj2ZP38+GRkZrF+/Hjc3N/r06UP37t0xGo120yk0hMjISIqKikhPT+fff/8FagzVsiwjyzK9evWitLSUv/76i8TERItzRavVotVqycvLU8ONbXGuhYUuRBqjLbC8BsXHx3Po0CEcHByYN28eBw4c4I033rAY8yRJIj4+nuDgYB5//HEKCgr4448/KC8vp0+fPsTFxSFJ0jlra82aNezYsYPk5GSg+bUFQl8dET8/P958803efPNNUlJqnqNv3LgRX19fEUosOGfuvvtuAgIC+PTTTwHYvHkz3t7eNvNXCpqfczXitdV2BAJB/XQoq4csyxlnC4uUmH3sAJwELgE2yrJcLUmS9mxBkQ0t1Rd7BRskSVLDM7VaLa6urqqhytfXt0Ft79ixg61bt6LVahk0aBDjx4/n559/5ueff+bOO+/E0dERR0dHkpKSGDx4MICaQLxfv34N3oY///wTgJUrV2I0GlUjmYuLixqm9Nprr7F+/XqKiopqGRyhJqfaI488QlBQUK3qnvXx999/s3HjRl577TW6d+9O9+7dgf9Pfq38NaesrAyDwUC3bt3UnGDmKOFL9p4mmYdxBwQEdMibmqaEpvr4+Fj8bShJSUmkpqbSv39//vjjDyZNmsT48eNZunQpt9xyi83faLVa9Qb1XD02IyMj+fLLL3n++edZunQpS5cuxcXFhaqqKm644QamTZtm1yheF4oxOi0tjSFDhjBu3DgMBgMeHh7Exsba/M2JEyfIzs5WCxUImh+TyYTBYODMmTOq97W/v7867pqjVJCOi4vDYDCQmppKVFQUAwcOJDIykrvvvpvbbruNJ598kpycHF588UW7huPo6OhaHrBK0Zumct111/HQQw/h6+vL4MGDGTx4sKq76dOnAzWe3tu3bweoVb3Y/JzVaDR4enrWOufNr1MirLNumqKt3r17q9qKi4ujT58+eHh48OSTT7Jw4ULmz59Pfn4+n376qV0vO39/fyZPnmzxmZLuo6lcd911LF68mJMnT1poy8XFRR2Xz1VbIPTVUenSpQtz587lwQcfVAt5ff/99wwbNqzNeEYJ2i/XXHMNmZmZbN68GajJXzlgwAChrfPAH3/8AWCRo74jtCMQCOqnQxkFAWRZzgRQPAVlWTZKkvQOsEqSpH9kWf5NluVzu1trAPUZXsxvJBwcHGx6DSk3IUquIgXFqyU+Pl79rG/fvvTt21fNVebs7MyoUaNUQ97OnTuJjIykU6dOdRZeUJBlmfXr1+Pq6kpRUREbN27kkksusej/5ZdfbpHb79ChQxiNRoqLiyksLCQ8PJwePXoATavavHDhQvz8/JgxY4bF587OzqrhpbS0lKSkJNWbITU1lf3799O3b99GGb0U7w+lyrJioO2INzX1GUabgrlWzQ15ihG6X79+uLm5sWrVKmbMmMH06dM5cOAAzzzzjF1ja3OFcLu4uPDCCy/Qr18//vjjD9zc3Lj//vsJCwujoqKiSW0qBueUlBSGDBmirqd///7o9Xo2bNjAgAEDLIwFrq6u6HQ6SkpK6NKli2r8VCo62yoKIGgcitHG1dWVoKAgfH197RZxUjxbTSYTO3fuZO/evZSVlSFJEmFhYbi5ubFixQoefPBBlixZwpEjR/jggw/OW57Ha6+9loceeojffvtNTbtgMBi4+uqrOX36NIGBgapB29qwbTKZqKiooEuXLur5pXgFmyNyVzacpmgLYPv27ezduxeoeZhQVFREWFgYzz77LH5+fsyePZvLL7+cr7/+2jxsqEW56KKLCAgI4Ndff2XFihXq9l166aX1agv+/xqi0WjQaDQ2tQVCXx0ZBwcHXnzxRR5//HE1imD27Nk888wzXHHFFa3cO0F7Z/bs2Xh7e/PLL78AMHfuXE6cOCG8UVuY+fPnA+duhGtr7QgEgvrpcEZBhbOhw5wNFz4uSdJbQMjZz5TQ4hbDPKF2U40vyk0IWE6qXV1dufjii1VvKnM6depEcXExBoOBzZs3079/f3Q6HTt37iQxMRGj0UhJSUmdoZJubm4cPHiQ3Nxc7rnnHpYtW8Z3333HyJEjMRgMdsNqHR0dCQgIICQkRP1MyTtTXl5u05MQoKKiolY4744dO/jjjz947rnn0Ol0mEy2D1dKSgr//PMPx44d47rrrlONNXFxcbX2jfkNnLUhytxD0M/PT/1e3NTUUF/4sLlWlTxU5eXl7N+/n8TERPUY5uXlcdlll+Hi4sJLL73Erl27ePvttwkODsZoNNrVZUVFhV1PU/PcRraorq4GarxjrrvuOovPq6qq7Hp02ctVCDVGYzc3N9LS0mrpLDk5WQ1LNc9j6OzsTGlpqRpG7OfnR25uLllZWUBNAZfi4uJaBgZzLqSq2E3BPJRTyQdZUFBgcW4rmEwmNQ+qEpJ58uRJ9uzZQ0FBAVdddRVOTk688MILdO3alTlz5nDVVVfx0UcfqYVrjEaj3XFNr9fb1U9ZWZnd75Q2AwIC6N+/P999952aU0kJ1UxJScHd3Z3Q0FA1FL+6ulqtXGzv2mGtH1H4oeE0RVu+vr6qtmJjY/n333/566+/MBqNjBw5ksmTJxMcHMzUqVMZO3Ysn3zyiVowqyW0BahtXn311Xz++eecPn0aV1dXPDw8OHbsWL3aAttzE1tjk9BXx8bd3Z0XX3yR//3vfyQlJREaGspjjz2GXq/nsssuq7V8fWlKBAJzpk2bxoABA5g7dy6hoaEsXLiQEydOcOedd9ZaVmhLIBAIzo12axSUJMkdcJZluaiu5ZTiIkAm8KYkSWtlWc5t8Q6a0dQbeXODlK02TCYTGRkZFgnBKyoqKCgooKysjPz8fDw8PAgLC+PQoUPcddddag6guoyCWq2WjRs3AvDAAw9w4sQJfv75Z95++20Lg5k19kKIoMZwY8+oYzQaa93EvPLKK3Tu3JlZs2bVGbYbHx9PVlYWzs7OHDlyhMjISLtViOuq8Kx4Bvr6+lrs6458U1OXLq2/M98/to6HtfG0oqKCX375hRMnTmAymVTv1r59+2IwGLjnnnv4/PPPeeyxx+jfvz+vv/46t9xyi91jrdPp7HrSubu716lnxVvVFpWVlXbbdXJysvudLMvExcWpVcDNiY+Pp7Kykn79+ll8l5+fj8FgQKfT4ePjgyRJhIaGYjQacXR05Pjx42rVT5FvsPFIkoSDg0Ot89XeuW09HihenidOnMDJyYm8vDwiIyPx8vLiscceo1u3btx6660MGjSIRx55hMcff5zQ0FC755Gzs3Od2rJ3E1NVVaWeB9dddx1PPvkkX375JbfeeisajYbKykoKCgrIzMwkNzeXvn374uDgQHZ2NhERERYpKexdOwSNozm0BTVhl+7u7qoHp7e3N9dddx1RUVFceeWVjBs3jilTprBgwYIW0Rb8/0PK6667jvfee4+nn36aRYsW4ejo2CBtQf1zE0HHxTqEMygoiPnz5zNgwAC1YJmSC9reXEwgsIWt8OCgoCBOnDjBwoULAfjwww+Jjo5m5MiR57l3AoFA0LFpl0nSJEnqDvwArJck6RNJkmonl7NCluXNwIe0I0NoXWE5ABkZGaSnp5ORkaF+tnPnTpKSknB1dSUhIYEePXqoCc8bkzvtzz//JCQkhJiYGCZMmMCxY8fYsmXLuW1QA9m1axerV6/m/vvvr/PmRq/Xk5SUxBVXXEHv3r0JDQ2ts11fX1817MsaJYTblnHJZDJRWlpq11vxQkCr1RIQEGDXS9Q8nAxqtGk0GunSpYtFbkd3d3cuvfRSvLy8mDVrFnv27KF3795MmzaNa6+9Vs1P1B6IjY0lNTUVqNHin3/+SWpqKlqtlhEjRtQyIAQHB9OtWzcSEhLU/ejo6IiXl5dauMTf3x+dTmfhfSjLMnq9vt1XVTufmJ+zSlEX63NbGQ/M82S6ublxww03EB8fT6dOndiwYYN6o3vttdeSnp7OhAkTmD9/Pj169OCrr75q0eMyY8YMLr74YqZPn86DDz5IZWUl8fHxDB06VA173r17N9nZ2ezbt4/s7Gzg/9NTCINNy6DoS6PR1Kkt62tN9+7duf766+nevTt6vZ5NmzZRWlpK7969SUlJ4bHHHmP58uV0796dV1555ZxzB9bFyJEjmTZtGkuWLOHqq6+mqKiIbt261astEPoSWNK5c2d+/fVXAgIC1M/uv/9+Vq1a1Yq9EnQUbr31VjWPLsCcOXNYunRpK/ZIIBAIOh7tzigoSVI0sBj4DJgJjAFutFrGwdZ7WZbfkmU5mw5CdHQ0PXv2tEhwn5iYyIABA0hMTCQhIQEXFxd27doF/H/y8/qQZZkNGzYwatQozpw5gyRJODs7880337TIdphTUVHBf//7X9VoZA+9Xs/HH3/M5s2b2b17N5GRkfXmZKvL8FcXSl7BsrKyRv3uQiY6Opo+ffpwzTXXADXh4LbySkZHR7N+/XoWL17MX3/9Rd++ffn000/bhQEsMDCQgoICioqKSEpKYv369fzxxx9qEQJrnJycCA4OJjc31yIs0MfHh8DAQPz9/fH09KSsrMxCa0J/jach+8zeeODk5ERkZCR79uxh69at7Ny5U63E2qlTJz7//HM2bdpEQEAAd9xxB5dccokaAt4UvvjiC5544gmbmvfy8mL16tU88MADLF26lBtuuAEXFxf69evH4MGDSUxMpG/fvkRERNCjRw8iIiKa3A9Bw6lPX/Vpy8nJie3bt7Nz5042bdrEX3/9hUajYeHChaSkpDB69GieeeYZEhIS1GT7TeHvv/9mxowZaqivORqNhqVLl7JkyRI2btzIkCFDMBqNQluCJtGtWzc+//xzC0P4/PnzycnJacVeCToKd955Jy+++KL6ftmyZWoRCoFAIBCcO+3KKChJkiMwA/hCluVlZ73/5gKdJUlykyRJC/8fMixJ0uOSJCWYhRB3KJycnAgPD1dDb8vKykhPT69V4CAyMhKAN998s0Htnjx5ksLCQvr27ctff/3Fjh07uO666/j4448pLCxs/g05y19//UW/fv1Yt24dkyZNqtN4l5SUxJkzZ/D09GTgwIFATd6jgoICNYdcfdjzwJJl2cIz0NXVtc7QaEFtnJ2diYuLw9nZmdTUVHbv3s2OHTvYtWuXxY10aWkpmzZtYtq0aWzfvp34+HhmzJjBtddey19//cXGjRtZv34969at47fffmP16tWsXLmSgwcPttq2ybLMq6++yksvvUSfPn3w9vamX79+jBo1ijFjxlh4S1hz9OhRNTRPQfFk02q1uLi44OnpiU6nU7Up9Nd4bO0z6/O9Pg/MhIQEunXrRt++fdVKrDt37gRg6NCh/P777/znP/8hPT2dwYMH8/333zeqj7IsM2/ePO644w5ee+01NmzYYHM5R0dHXn75ZaZOncqGDRsoKioiPT0dBwcHhg4dqlazNxgMVFdXC6/S84C1vhqrLaPRSGhoKH379kWSJAttRUdH8+mnn/Lcc8+h0Wi49NJLeemllxrtqf7NN99w6aWX8umnn/Lee+/ZXW769Om88sorHDp0iP3791NeXs7hw4dJTEwU2hI0Cjc3N15//XWLz2699Va1irVAcC6MHDmS22+/XX3/9NNPC2/UZubdd9/l3Xff7XDtCASC+mlXRkFZlqsADyDc7OO+QB/gH+BbSZKeMPsuGvhQkiTbyezaAXUZusrKyigpKVGNLIrxRQlpVIiNjeXiiy/mxRdf5Pfff693ncXFxUCNB9OIESMYPnw4d955JwaDgTfeeKMZtsqSwsJCpk+fztixY6murlbzKW3ZsoXDhw/bTLYeFxdHSEgIN998s2oAVfI4NdRwac/bw/pz69BYQeOIi4tTb36Tk5NJTU3FaDRSUFDAtm3b2L59O5s2beLYsWO8//77vPjii2zYsIGxY8cyZswYLr30Uq666iquvPJKrrnmGiZMmEBCQgKHDh0679ty+vRpbr75ZubNm8cNN9zAxo0bcXBwwM3NjSFDhiBJUp0378HBwURFReHv709WVlYtbStheeXl5aoGRahe47F1zlqf18p7e5XRy8vLiYiIoLy8nMTERPr06YOrq6sa0unq6sqQIUO444476NGjB7fccgt33XWXGgpeF5WVldx5550sWLCA22+/HX9/fxYtWlTnb0pKSggNDWXNmjUkJSXx3XffodfrAUhPT2fv3r3s3r3b5pimXEfsFdURNA5rfdnTlj1PwqKiIkpKSoiNjWXYsGG1tKXT6YiJiWHSpElMmDCBuXPncvnll1ukCrGHLMu8/vrrTJ48mQEDBjBkyBDefPPNOiutKyHyZWVlpKam8tNPP6nzCKEtQWOIjo5m2bJleHt7AzUG8IceeqhB2hUI6uPee+/l+eefV9/Pnz+f5OTkVuxRx6J79+507969w7UjEAjqp91ZOWRZngl8CSBJUigQBtwPTAF2A5dLknTt2WVnAJfLsmx/NtzGqcvQpVQMVLwVFOOLksNNr9ezZcsWPDw8GDp0KLGxsUyZMkWtImsP5abW3d2dgwcPMnbsWEpKSujevTvvv/8+x48fr/P3siyzdu1ali1bxsGDB+16FsiyzLJly+jXrx/Lly/n1ltv5e+//2bKlCl07twZX19fDh06pOaZq6ioIDU1lYqKCvLz83Fzc7PYlrpyBtrCngeW8MxqXi9P1PQAAQAASURBVFxcXOjfvz+JiYnEx8cTGRnJqlWrWL16Nf7+/gwYMABJkti3bx+HDx/moYceYvv27SxatIgVK1bwxhtvsGrVKjZu3Mjff//NH3/8gSRJPP300+d1O9LS0hg5ciS//vorzz33HF9++aVF3sCsrCzS09PZt28f27dvp6ysjPLyclJSUtSbfSV80DyZvy2EBpsf632qvLeufK6ghHX7+Pjg7u5OYGAghw4dIi0tjZSUFDIzM/H09KRfv3589dVX3HLLLXzxxRf06dOHL774wu64d+bMGW666SY+++wznn76ad5//33uu+8+fv/9dzXVgy0OHz5M165d1QTrOTk5vPfee/zxxx907dqV3r1707dvX5u6aewDE0HjsKcte+evoq3OnTvXqa2ePXvy2muv8cgjj7B7924SExNZsGCBXQNfdXU1c+bM4fHHH+f666/n119/5cknnyQ/P58vv/zSbv9zcnLUKtynTp2iuLiYP//8U2hL0CRiYmL49NNP6du3L1Cjy9tvv501a9a0bscEHYIxY8bw1FNPqe/vuusuvvrqq1bsUcdh5cqVrFy5ssO1IxAI6qddGQUlSdIAyLKsJHA6CkyUZXmfLMu7gKWADuil/EaW5YLz3tFGIsuy+jJPkC/Lsk1DlxKaBDVGhpycHCorK1Xji4uLCyaTiT179pCUlMTq1avx8vJiwoQJ6PV67rrrLgwGA1VVVTZfyuS+pKSEffv2sW/fPoYPH64mul+0aBFGo9HmKyUlhfHjx3PNNddw991307t3b8LCwrjlllt49dVX+eeffzAYDKSlpTFu3DjuuusuunXrxkcffcRFF11ERkYGeXl5uLu7YzKZiIiIIDg4GFmWycjIYP/+/WrF5R49ehAdHa3uO41Go1ZHVj6rC3seWJIkCc/Ac8Bcz0q4mSzL6HQ6+vbtS1ZWFv/++y979+7lzJkzjBgxQvWWGThwIJIkERMTw3/+8x8CAwOBmsrWwcHBav7MGTNm8NVXX7F161YqKiqorKxs8qu6utruq6ysjH/++YdFixYxcuRITp8+zapVq3jggQfUbS0vLyctLY3g4GB69uxJVVUVe/bsIS0tjczMTPbt20dmZqaFJkNDQ4mKirJbHEd4BzY/1vu0vn1sXqBElmU1h6ssy+zbt4/y8nK6devGtddeS2FhITExMUydOpXIyEimT5/OhAkT2L9/v4WecnNzufzyy/n777956KGHGD16NOvWrWPy5Ml4eHiwaNEiu3rOyclRPWyvvfZafH19ycnJYe3atRw4cEDNIevm5obRaCQrK4uKigr0ej2dO3dWryO2rjMiJPTcaEltKQ/Abr/9dq666iqee+45Ro4cyaZNmyy0VVpayu23387777/PhAkTmDVrFps3b2bQoEH07duXV199FaPRaFNbhw4domvXrhQUFDB48GCio6M5evRondqqqqrCZDKh0+kICAgQ2hJY4Ofnx2uvvcb48eOBGkP49OnT2bRpk825o0DQGMaPH6+mRfD19eXhhx9m2bJlF6y2wsPDkSTJ7issLKxB7bz66qu8+uqr59yfttaOQCCon3ZTiRdAlmUTgCRJklwz05RlWa5Q3suyXCBJ0p9AtdVy7QYl7Ahq8rM4ODjUylGm1+vVZQoKCsjIyECWZTV3INTkoerXrx9Go5HY2FjS0tIYOHAgUVFRTJ06lTfffJO5c+fa7MPJkyeBmrDj/Px8IiIi8PLyYvr06WzevJmPPvqIxx9/nKCgIPU3RUVFzJs3j/fffx8vLy/eeOMNRo8ezYYNG/j111/Zv3+/mvtDp9NRXV2Nm5sb77zzDnfccQcVFRUkJSXRp08fNBoNJpOJuLg4XFxc1BurmJgYZFkmJiYGZ2dnunfvTm5urmpYUf43LzgijCrnH8WYqtfrKSkpUW+QFXr16kVpaSmSJKlhxYo3qzUJCQkYjUa8vLzIysriyJEjZGdn4+3tjZ+fH3PmzGHNmjWNLh5j3lclJ6fJZGL//v1s376dbdu2sXXrVpKTk9VJ5YgRI/jiiy/w9fXl6NGjODs74+TkRGZmJmlpaciyTFRUFNu3bycmJoa4uDjVQN21a1eys7MJCQlRfxcVVbtoutBry1DXfm3IPq+qqiIvL4+IiAhycnKIiIggNjYWJycnJEkiLi6OkpISDAYDr732Gl988QVz5szh4osvZs6cOTzyyCMcPHiQq666ilOnTjFv3jxycnJ48cUX6dq1K9dffz0zZsxg8eLFzJ0716J4FIDBYOD48eOMGzdOHRdvu+02NmzYgCRJJCQkqAYmqBkLMzIy0Ov1+Pr64unpib+/v9qe9XVG0HTO5ZzVaDSN0taIESO44447mDVrFldddRVTp05l4cKFyLLM9ddfz7Zt27j77rsxmUy89NJLdO3aFY1Gw6OPPsrkyZNZvXo1V155Za1+HDlyRDVUenh4NEhbUFMtvaysDE9PT3UMFtq6cPHw8Kj1fs6cOfz4449qHuCbbrqJr7/+mkGDBrVGFwXtFGttAQwZMoSnnnqKhx9+GKipSty1a1eGDRt2vrvX6uTk5IgHMAKB4JxoV0ZBqKkkrBQOMTP49Qe2nw0bHgXcZvV9u8E8/KghyygGMXseRyNHjkSSJPWG8Pbbb2f9+vUsXLiQoUOHMmbMmFq/UXIKGgwG3N3dOXnyJF5eXkDNRXf58uW8/PLLLF68mKqqKt59912ef/55zpw5Q58+fXjiiSeYOHEiUGMYUgyUgYGBrFq1io8//phOnTrxv//9j4iICGRZxs3NjeHDh6t96N+/f61+OTs7Ex8fr77Pzc21qPqZmZmpGpB8fHzQatudvDsU9rTs6urKJZdc0qA23NzcGDlyJJWVlbi5ualFH5QwtzfffJOVK1dy7bXXnlNfc3NzGTdunHrj4uHhQf/+/Xn44YcZNGgQAwcOVI3g2dnZZGdnq4Z4xYATHR3N3r172b9/P3369FHDUnv16kVWVhb79++nsLCQxMREoc12RnZ2Nrt27cLHx0c1/jo7O6uTcBcXF0aNGqUuf8899zB+/HgeeeQR5s2bx/Llyzl27Biurq7Mnj2bYcOGUV1dTWVlJV27dmXw4MH07NmTN998kzfffLNW7lYlzLyoqEjNWenm5qZ64UCNUdtgMODi4qJeD4KDgzEajbVCpBtynRGcHxqrrcsvv5zdu3czZ84c3nvvPX755Rc8PT3Jy8vjnnvuYdKkSfz1118W2tLpdDz11FO8/PLLjB8/3sKQKcsyOTk5BAcHk5KSQmBgYIO0FRoaqhoCzfUltCUwx9vbm5UrV/Lwww+TlJQEwB133MFPP/1ETExMK/dO0N656aabqKysZM6cOQBMmzaNlStXijx0AoFA0Eja1Z2puUFQkqR3gIPAh8B/JEnqBHgDU2RZbr3SpOcBJcm5LMs4OjpaeAgq1PW0/rXXXmP79u3ccccdbN261cLjT/GWkiSJU6dO0atXL4KCgjAYDKSnpxMcHMzYsWP54IMP8Pf3Z/ny5ezbt4/Ro0fz7LPPUlJSwpAhQ9T2lPyG3bt3p7q6mrCwMJ5++mn27dunekc0FVsGUUdHR/Ly8jCZTGr+o8aEAZtMJsrKyhr9O0FtrD0EG4LBYCA5OZn4+HiLG02tVkt4eDgAY8eOBWDRokX88ccfPPXUU4wePdrmk+SGsHv3biZPnkxBQQELFiwgNjaW0aNHo9PpbHogBgcHW/zV6XT06lWTsSA+Ph5JktT3CiEhIRQWFiJJEoWFhRbev0JzrUdD972zszOSJBEeHo5Go7H7EMacwMBAvvzyS/r378/SpUsJCQlh9uzZhIeH07dvX/r27cu///7L4MGDcXd3x93dnVtvvZVPP/2Uhx56SNU71HgBKG1u375dzStojsFgsBjzleuCs3PtOlvKuamE+Lu6ugov1WamJbXl6urK//73P+68805mzpxJZmYmU6dO5YYbbrCpLYDZs2fzn//8h7Vr13LppZeqbRUXF6PX6/Hz87PraWJPW8p7c8zHfVmWxdgmoFu3bnz99dd8++23PPnkk+j1eqZOnco333xjMf8UCJrCLbfcQteuXZk2bRoVFRXcdNNNfPXVV8IwKBAIBI2g3czSrAyCy4BhwBuyLJ8CHgHeB26SZXl/6/Xy3KmvamFDqSvRuaurK19++SVlZWXccsstVFRUUFVVxeeff05iYiLvvPMOw4cPZ8SIEYSHh+Pk5KRWIFyzZg2xsbF06dKFuXPnUlFRwXfffcfq1asZMGAAl156qYVxxtXVlQEDBuDi4sLWrVvZunUrVVVV9O/fX01CbY1er2fTpk1q3kSFiooKkpOT1STrjo6ORERE4OjoqBpHAwMDCQoKwtXVtUn7sbn2v6BpJCcnk5SU1KBqclqtltdee43s7GyGDx/OgQMHGrweWZbZuHEj11xzDf379+fYsWM8/fTTzJo1iyuuuMJu8Qm9Xs8///yDp6cnBw4cUAuIKJjn9TTHycmJfv360bVr11qFcITmWo+G7ntvb2+6d+9Oly5diIyMtEhRYD0u6fV6NmzYoFY1vueee/joo4947rnnOHr0qOq55+7uzpgxYyyK1Tz22GNotVouuugifvzxR6DGuPTqq6/i6urKZZddhl6vrzU2Qo326iqcci7bL2g8LaEtqNHXv//+S1lZGb179+a3337jsccew9fXt05tTZ06laioKK6//npeffVV1eNUqXp93XXXqe1b0xRtNWYfCDo+jo6OTJo0iccee0yNQLnzzjs5cuRIa3dN0AEYNmwYK1eupHPnzpw+fZpp06YJbV1ghIWF2c2paP6QVSAQ2KZdeAraMAj2BRJkWTZKkqSVZfk48HNr9vFcUZ6o63Q6oMb76Fw9ONzc3KiurqawsBBfX18Lr6cePXrw/vvvc8stt+Dl5UVoaCi5ubn06tWLp556iqeeekoNcdTr9Zw8eZKoqCi6detGSEgITzzxBEePHiU8PByTycSGDRsYMGAArq6uHD16lODgYDVXm4KSQ2bQoEF4eHhgMpnUQhT79+9Xc2UlJSWxfft2AIuQ4gMHDpCamgpgEUZsjpIXyWQyodVqGx3CJEKfGo8tjxh7uqsP5bgqebSgtieKwWAgNTWV8PBwXFxc+O6777jzzjsZNmwYH330kc2cWeZ9Xb16NYsWLeLff/+lS5cu3H777YwbN47x48fb9GwsKysjNTWVuLg4duzYwbZt2zh8+LDqgWXuFVhZWcmRI0cICQmppX9Fm9bns9Bc69HQfe/h4UF0dLRNo4j1uLR9+3b+/fdftFotffv2Zf/+/SQmJlJSUoKrqysDBw60+L2SU87Dw4OcnBxWrlzJI488wk033cS0adMICAhgw4YNvPHGG/j5+anFmo4fP87EiRPp0qULUONB7urqislkoqCgoEHnnrK88gKEZ1cz0RLaAti+fTt79+5FlmUSEhLYt28f1113HRkZGXVqKykpiR9//JG5c+fy5JNP8vvvv3PLLbfw+uuvc8011xAbG8vBgwc5c+ZMs2gLauYxpaWl6HQ64REtQKPRcOutt9KpUyeWLl3K/v37ufLKK1m2bBn9+vVr7e4J2jndu3fnq6++Ytq0aRQXFzN27FiWLFmiRpcI6uezzz5rt+0cOnTI7nciEkIgqJ82bxSUJEljZhD8FEgA+smyXHXWINghSktZh/uaFxMxf9rfWAoLC8nLywOwSDQPMGHCBJ566ineeOMNtRrqkCFDePTRRy1ynu3evZuUlBT69++Pj4+Pmt/Iy8uL0tJS3n//fUpKSnBwcCAiIkLN82cdGuzh4WGRw9BgMFBaWkpWVpZ6Iz1lyhR1cmg9SezWrZvF37rQaDRNqt6qhGYLGo65dpV9V5fu6sLFxYWBAwei1+spKKgpHB4YGGhxw5yamsqePXvYtWsXJSUlDB48mC1btnDTTTdxww03MG7cOMaMGcPp06fV15kzZzh9+jQ5OTlkZ2fTtWtXZs2axYQJE9i9ezehoaF2w49TU1PZtWsX8P+5Lnv16kV+fn6tghBKIRSAyMjIOo2ECkJzrUdD970yntjCelwaMGAAAH369GHfvn38+++/bN68mSuuuIIhQ4aoxhWFvLw8srOzOXr0KNnZ2SQmJvLss8/y+++/q7kFr7/+enr37k3v3r0xmUzs2rWLjRs3AjBz5kyL/jTm3JMkCY1Gw5kzZ1RDTXNcdwQtoy2o0ZdWq6VPnz7s2LGDn376ieHDhzN27Nh6tRUfH89dd93FiBEjmDNnDhs2bCA2NpZhw4YhSRK9e/dmx44dzaItgPLyckwmk+pRLbQlcHd3Z9KkSeTk5PD2229z8uRJHnjgAVatWoWnp2drd0/QzunevTsrVqxg7NixlJWVMWvWLP78809CQkJau2vtgoakr2iP7QgEgvpp80ZBs4rDnwKJ1HgIdiiDINT2Kmis95B57h7FECbLshqq6Ovra5EvSJZlKioquPrqq7n//vsxGo389ttvXHrppbi6uqrLKiFwvXv3pk+fPphMJvXmsaysjM8//5yTJ0/i6+tLv3791GrBgYGBFusz/52C4hUZHx9PUlIS+fn5/PPPP4wbN87CQ1Bpx8nJSfXKUj6TZbmW4c88KXpTq9IKGo4trZrrrqGY60Wn06mVLVNSUoiPj1f1EhkZyb59+7j44os5fPgwsbGxuLq68txzzzFv3jz27t3L2rVrgRpDtKenJ15eXnh6etKzZ08effRRIiIiVOONVqslJiaG6upqDAYDe/fupXfv3uh0OsrLy4mNjQVqvBddXV0ZMWIEsizj4+NTaxuUiafy98iRI2RmZqr9FrR/zMcXSZJqFUBSiuNUVVXRo0cPtm3bRlFREfv371cLK5mPh4GBgUDNGLtr1y5MJhNJSUn06NGDH374AVdXV6qrq+nWrRsZGRkMGjRI9aq+/vrrMRgMpKSk0KtXL5ydnVVdKoUroObcMhgMNj3PbZ2/wmu1dahPW1Cjr0GDBiFJEiUlJVRWVmI0GtHpdPVqS6/Xs3PnTjp37sz69espLi7Gz8+P4uJinJ2d6dWrFz169FC1Jcsy5eXlqr6EtgTNxfTp09m/fz9///03Go2GBx54gBdffNGmsVl4+QgaQ0hICEuWLGHWrFm4ubkxYcIEli9fbnMOJrRlyYoVKwCYNGlSh2pHIBDUT5s3CgJIkhQC+NJBDYJKzgPzp+fW782xFYZjz7PQwcGh1iRLlmUyMjI4efIkaWlpmEwmBg4cyJQpU2qtKz09naSkJHQ6HYMGDVKTouv1ej766CPy8/Px8fFhxowZuLu7283doNVqa118HRwc1PxJU6dOZdOmTQwZMqSW8bCuItLKvjPHPCm68Ehoeaw9YiRJQqvVWhTTaAjmx9HBwQE3Nzd27txJWloaGo1GNeJlZmaqnoTDhw9XDcPDhw/nueeeIy4uDkdHR7KysiguLsbX15e+ffuqRkW9Xs+OHTtwdnbG1dWVhIQESkpKqKioYNeuXWzbto3q6mo15NPT07NWWJ69iaSzszNRUVHqe/NiOGLy2T5p6vii5Dq97bbb2LRpE8OHD1fHOwcHB7VdxcMaaoronDlzhpSUFA4fPkxlZSV33HEHbm5u/PXXX6xevZrLLruMSy65hHvuuQeAbdu2kZSUhCzL9OnThwMHDtCtWzcLb29rT3Trh0jmXtVizDx/nIu2AEaOHImDg0ODtVVSUkJmZqZNbf38889UV1czYsQIVVvw/3ley8vL8fb2FtoSNAlzzUCNp+mbb77JwoULWblyJRkZGTg4OPC///2v0bkrBRc21tqCmvHuzz//ZMKECRw9epQJEybwww8/nFNxwwuBpUuXAuduhGtr7QgEgvppF4ldZFk+AlzZEQ2CTcFW8m5bhUWqqqrIysqiqqrK4vcZGRmkpaWh0+lISEiwm58ParyjdDodJ06cYOfOnernO3bs4MyZMwQGBjJr1qwmV35V8PT0ZPz48c0SPlJXkRVB+8FgMBAaGkpsbKxF3r74+Hh69eqFm5sblZWV6uceHh5cdtllhIaGUlhYyNq1a/nzzz+pqKhQDYJQo92tW7eyY8cOoEYvHh4euLq6kpiYyMCBA0lMTGwWHTk5OREVFWU3dFjQ/misLjw8PLjiiisaPEa6u7tz9913ExAQwJkzZ0hKSgJq8lUqL3Pi4+Pp168f8fHxHDx4kNTUVIuiO1VVVeTn56PT6dQ+iwIQbZOW1paHh0ejtAX/ry+dTie0JWhWPD09+e9//0tiYiIODg7k5eWxZs0amzoUCBpLSEgIy5cvx9fXl5KSEubPny+0JRAIBHZoF56CAPJZd7EL3SAItkNybOUvys3NJSMjA7AMXVTyoEVHR1sYS+yta/LkyezcuZPExET1cyW3Wv/+/e0WZ0hOTiYyMhIfH5/z6iUlcrS1XRqTbN7FxYWAgAAiIiIs9OPi4kJQUBCZmZm4uLjYfPIbHR3N5ZdfzunTp1WtKphrF2ryXqWnpxMXF4e7uzsjRoxQlxU6EljTUuOLyWSiqKiI7OxsevXqxR133EFSUpKaW3XIkCHodDqLcRj+Pw8nQExMDLIsW+Sgy83NJTs7G41GQ6dOnQBR3Kat0pLaUlKBpKenc9NNN5Genl5LW7aKPSj6Uh6uCG0JmhN3d3cWLlzIJ598QqdOnaioqOC7777j6quvtptrUyBoKJGRkfzwww/Mnz+fhIQEoS2BQCCwQ7vwFBRYotw41GVUMZlMdOrUicjIyFqJWpXcQYpB0Gg0UlBQgNFo296qGErc3d2pqKggJSUFBwcHRowYYffCmpKSwtatW9m+fbt6MyLoGJhMJkpLSy0S2jeUxniRKAn4bek8JCSEqKgoQkJCVE0qyewBNdx93LhxtTTq5uZmod3U1FR2796tVvms73wQCFoCg8HAtm3b2LFjB6mpqbi5uTF8+HBVp25ubgwcOJDs7GwqKipq/d5oNHLq1Cl69uypVsYG1CJSwcHBarV367BOQcdGCUvevn07u3fv5tChQza1lZOTI7QlOO/4+/vz+OOPM3XqVGRZJj09nbfffpuSkpLW7pqgAxAREcHSpUvx8fER2hIIBAI7CKNgB8VgMFBeXk5gYKCaa8geRUVF5OfnU1RUVG+7mZmZpKamqh6I9ujZsyfR0dEkJCTg4uKCwWBg69atwkDYATiX8LDGhscpBrqqqir0er1qiHRyciIyMhInJycyMzNJS0urV5P2iIuLo2/fvsTFxQFw9OhRNm/ezNGjR5vUnkDQWBQPWhcXF+Li4ujSpQvV1dW1lsvIyCA1NZWDBw/W+s7eOO7o6EhkZCRGo1GEdV6AKNrKyclRUy/Y0ldGRgb79u0T2hK0Gk5OTqoXV3Z2Nm+//TZ6vb61uyXoACjacnd3Jzc3l8WLFwvDoEAgEJghjIIdFBcXFzw9PRuUsNnHx4fAwECb1VTNKS8vp6KigujoaDUE2fp7xWOrrKyMoKAgNBoNGo2GlJQUkpKS2Lt3b5O3CaC6upqCggKbN8yC88O55NpriJerOcrN6JEjRzhz5oxNo3JUVBSxsbE2Nalgrk2ouVEuKSmhsLCQjIwM4uPj1e05efKk+hIImoosy5SUlFBSUlJnsSSoeYiTnJxMbm4uGo2G06dPU1RUREVFBampqar3ljL2KmOxOfWN48o1QYR1tn+aoq39+/eTn59PZGQkp0+f5ujRo7W01aNHD0JDQ0lJSbHQl9CW4Hzh5ubG7bffjpeXF+np6SxZsoTS0tLW7pagA+Dm5sa9996Ln58f+fn5zJ07l8LCwtbuVpvi22+/5dtvv+1w7YSFhamFKW29bBXIFAguNIRRsA1yLuGZCnWFXlqj1Wrx9/e3WcHLnIyMDLKzs3F2draZizArK0v12LK+iejVqxf9+vWjd+/eTdugsxQWFpKXl2f3Qt4c+05QN4017J0LPj4++Pv706lTJ9zd3W0aua3D4W2hFNdRvAkNBgPHjx8nKSmJPXv2WHgZ9ujRg8GDB9OjR49m2QahyQsD6+NcVlZGQUEBBQUF9XpQubi40KdPHxISEkhISCAgIAAfHx8yMjJIT09X9ens7IyzszOZmZm1PLq0Wi1+fn52x3HlmiDCOtsfzaWtmJgYfHx8CAgI4NSpU7W01bNnT3Jzc2t5owptCc4n/v7+XH755ciyzIEDB1i/fr24fgqaBQ8PDx588EF0Oh05OTl88skn7SZVTHh4uF2jVlhYWLOsw9fXF19f3w7XzqFDh5Bl2e4rJyfnnNchELR32k2hkQsJJTwTWqbQgXIRsYc9zwMliX1MTIzN76OjozGZTMTExKiGRgVXV1cGDRrU5P4qKBcHX19fm9vQ0vtO0HLYOp6Ojo54enpy5swZPD09m2yItNaui4sLfn5+eHp6kpeXR0xMjLp+FxcX4uPj1cmCLZTcWQ3BXJPixrnjYj32uLq6qmOgq6urxXG31oCDg4M6+ZVlWR27zHWr/Ka+cdgejdGsoG3RXNqCGh34+/vj7e2NRqOx0BY0TV9CW4JzwZZmBw8eTHV1NdnZ2YSEhFBWVmYzh7XQnaAubOnD09OTJ598kk8++YQ+ffpQWFhocb9S3+9bi5ycnHo9w8+VTz75BICpU6d2qHYEAkH9CKNgG6Q5qvcp1QYVzyrr/xtS/dUaxSPL3kXSycmJ+Pj4Jve5IWi1WgICAux+Lyoftg0aU2W4PprjmDo7O1toU6PR4OHhgYeHB35+furn5v0G1P/PZWIoNHlhYH2cNRoNnp6e59SmtW7tfdYQZFlWw/CUm2vlunA+vH4FTed8aauuz+tCaEvQ3Oh0OkaNGsWAAQMwmUxUVlZy5swZ/Pz8cHBwaO3uCdo5vr6+PPjggxQWFuLp6UlWVhahoaH15mDv6LQ1Y54wCgoE5w8xW2uDWIdnNiX8UKk2aDAYLP7X6/Xk5+efc46WqqoqsrKyqKqqqnM5k8nEyZMnycjIqHfZutpo6Pafz9BWgX3OpRiJNQ0JTTPXo8lksihKYo3yfUVFBVlZWVRWVtrsd1O3QZZltRIn1DxpdnV1paysrMWf8gpaj4ZWhW/oWFZVVUVGRgYnT560uXxDx2AFg8FAfn4+WVlZ6PV6i+tCXf0VtD4Nva41VF9tQVsCQX0oD++0Wi2HDh1i06ZNLF26VOT7FTQLSkRTfn4+27ZtY9GiRQ0quCgQCAQdkQvKciJJUqQkSQMkSWpX290U44R5oZHGFB1RqK+gR25uLpmZmeTm5tbZjsFgYN++faSmpta7rD2a08AkOD+cSzGSppCbm0tGRga5ubn13pCWlJSoOQatNWze76Zugy29Cg0LoHE6UHK77du3z6aWzTVvjr2x28XFBQ8PD/U60JDrgjDqtC8aqq+magts66sp2hIIGoqS7uPAgQNs3ryZL7/8UhSbEzQboaGhZGdns2PHDj799FOhLYGgAyBJkpckSdskSSqVJKlXa/enIbR2ny+08OHXgETgRkmStsmy3C5G/qaEHyreVQouLi5q2HBgYGC9bR07doy0tDRiY2MJDg6u9X1oaKjFX3u4uLjQo0cPunTpoi5bXV1NYWEhvr6+DQoDEeGX7Q/Fs6W5kWVZvek1DyMy16Pymb0b0rKyMvR6PcHBwXh5eVlo2LzfsizbzGEENR459jRsS69CwwJouA6qq6txdHSke/fu+Pv729SyvTG4sLCQw4cPc/z4cWJjY1V9SpKEv78/np6e6HS6BoV3CqNO+6Ih+joXbYHtuUFTtCUQNBSNRkNgYCBTpkzhhx9+ICAggA0bNjBs2LA6C4wJBA3B0dGRu+66C2dnZ2JiYvjtt98YNWqUuP4JBO0ISZI+kWV5qtlHZcB44JXW6VGTaNU+X2gztlVAZ2AeMKgpHoPBwcEWFZ/mzZvXzF2sTXOExCreU+Xl5Q2uSmwPJb9LeHg4jo6OajimrdBIjUZDp06diI6OVnN11FdB2FYb7S0keN68eapGbBlV7dEa+mptGhNSWVZWxqFDh8jKyrLQj6OjI5GRkTg6OtZbebtLly5ERUURHBxMZGQkTk5Oda7TOhwY6tawJEm1wp1tfXYuNEVfF6K22hoNHcsKCwspLCykU6dOdOrUyebyDg4O+Pv74+DgYDEG+/r6otPpqKioqKVP5dwoLy+3601rrq36HvooCG21DRqir3PRVn3rboy2xLglaAwajYbQ0FCmTJmCyWQiIyODLVu2qJVjhbYE54KPjw8PPPAADg4OasVrxWOwqfN5gUDQesiyXCXL8om6lpEk6RlJko5JkjTvPHWrThrS55ZEupByXEmSFAbcDwQBPYBZwHZZlutMnCNJUhBwFODo0aMEBQW1dFfPGevjal54RKPR1Ft92J43nyzLaoiSp6cnbm5u6PV6i/f1YavttlThq7nJy8szn0gEy7KcZ/59e9RXc1JaWqrqx553oaJnW56C51r50t5vlXXa0ndjvV0bsr6mUpe+LnRttUfqGn/NMdclYKFRW783P0+srwdgW5dCWx0Po9FoV1uKRoS2BG0FW3PZkydPsnv3btzc3IiIiKhVfE5oS9BQrPVlMBhYv3493t7eREVFNUpb0LL6kiSpxfNSK6knzjWqpa21Ux/nY982hPr01RGRJOk+YCoQDyy38vZDkqQNwGDAePajo7Isd7fRjrWnoPo5sEiW5RQ76/8EOCTL8rwmbkKzU1+fW4oLJnxYkiQtUAI4ALcBrwP/AyZLkuQLxMiy/Enr9bBlsQ4nrg/FU8AWiku9TqdDr9er4RsuLi42B1VZltXQZUmSbLZd12DckQ2GFyLWlYkbE1orSRJeXl54eXk1S18aMglwdXXFZDJhMpnUm1+NRmP3/BAIzgVZltFoNGpVbHODuGJskSTJIn+bUv1VGYvrGr+h8dcDQcehPm0BQluCNotGo8HHx4eRI0dSWFiIt7c3x44dq2WkFgiagouLC5deeukFq63mMr61tXYEbZo8YD5wKWAvZv8+WZY/sP5QkqSuwLKzb3ucNSACjJNludJ6+baAJEkBwFc2vrpJluVj57s/5rSfeMxGIkmSjyRJnSVJCgSQZdkoy3IxUARMkmX5P8B24AfgTSBNkqTmT4LWSpiHRNh6NfW3Go0GBwcH3N3d1TCh8vJyNWTJ1m+U0OWysjKb39sKzxR0XKyT4Tck5K0u3dj7vqGv+lB0X1paqva5JdcnuLAx14m53swL6CiaVMLky8vLMZlMlJeX1zl2C10KhLYE7Ql7mtJqtQQEBHDq1CmOHDlCTk6OmEMKGo3QliVLlixhyZIlHa4dQW0kSXKSJGmvJEkGSZI+PvvZbEmSCiVJWny++iHL8veyLP9IjX2msb89LMvySFmWRwJrlP+bahCUJOktSZL0kiRtkCTJRZKkuyRJOiRJ0leSJL0rSVKKJEmfS5IUI0nSN5IkZUiSNNNOWxpJkpZKkrRZkqSNkiR9IEmSmyzLx8z6af5qVYMgdFCjoCRJ3YAV1Fhif5Ak6VKzr7dS46IK8DbgDUjAIGCRJEke57GrAG0mj4mtftSV781edVZrI199VVzNjURteV+0BVqrX8253sZW9bW37oZW2qxLw3UZpM3Xez6rKbcV7bV2Py709T/11FMW+ralQUW/Op3Opj4bk6/TnObe9tbYl2Kd9rEeOxujLfP1NVVf55vWPpdbe/0duQ++vr506tQJSZLIzs5utcqxbWH/WtPW+tTW+gN196mltWVr3eHh4XYN4WFhYc26flt8/fXXvPzyy83Sztdff91s7bQ37bQHzhrORp19+/TZv/8DNsmy/GBj25MkafFZY5qt1+Jz7O6LZ42Vf0uSNLIRfVoNjAPelyRpaj3LSoAMXHfWSGeQZfk94BNgKPAY0A8YCzwK3Hj29ZJUE41qzWVAuCzLw2RZvhjwAbo0Z5+bmw6XU1CSpFDgO2pcUU9QEyrcBxgvy/IpSZJcqKnqspuagzkT+BQIA8bKspxuo80WzUEitZFcBrb60ZB8bwp15WBT2reFeTipktjcul/nm+Y8Js2Zg6S1tNKaGrW3buswZHvUpWHz76xD3jQaTZ03uy2ly8bu65bKn9Ta49KFun5lnRqNhpKSEjXtgi1sjbXmyzZm/DZH2fbm0lZr7EuxTtvIsqzmBm6KtszX11R9wfnN+3ahjiUXQh8UPWdnZ3Py5ElCQkKorq4mJCREWeS85BRsC/vXmrbWp7bWH6i7T43V1tn2zum62Nr7aOTIkfz111/n3IeRI0cCsGHDhmZppzn6VBfh4eHk5OTY/C4sLIxDhw7V+rwljlVr5BSUJOlHYKssyy9KknTl2fW+29LrtdGP+UCIjZyCg4A0oBK4CXgL6CvLcmYzrfcT4BDgD/wjy/Iyq+/nAfGyLF9/9v1mYIUsy2+eNQZWYXssuAj4BrgDWAc4AZWyLLfZp6gd0VNwKHBCluWfZVn+B/gZOAaYJEkKlmXZAJwEplFjHMwEioFLbRkEOwLn8jS/KR5Sjf2NJDVvZVbB+aG1vUQaWsm1Lj2eTw9AgaCx1Dcu1qffpuhbOZ/buveXoOk05JrbEO00Vl+tfc0QdEwUL6qQkBA6d+5cb/SAQNBQhLYuDA4dOqQaga1f9oyFHYhlwO1n/7+RmkjLNoMsy1tlWS6RZblCluVPgb+BK5p5NdOBnsB1dr4vMfvfqLyXZVkpfuJk/YOzNqi7gMeBHOARaiJT2ywdsdBIHhAlSdIMWZbfB7oBUdS4f3aTJOll4GPgJ1mWd0iS5AncLsvyyTraVK0Ox461TMh3Xl7LPQzQ6/WUlJTg4eFRbwJwe/04c+ZMveuxfmJy+vRpi/f2bkCsf2fdh9YyFjbXMbHSjC0LVqP01ZJaacx6G6Or5l53U7ClYUV71lptyHpbUpeN2d569HVOY1drae1CXr/5eNjQ9Zvr15YuGzJ+Kyh5OjMzMykpMZ8HnZu2WmNfinXWprGeDba0Zb2+hurL/JrRnNpqCBfiWHIh9MFazzk5OWRlZZl/1OLaUmgL+9eattanttYfsN+nJmjL4rOmXhdbcx9VVFQ0Sx+au53maKupBAcH253vh4SEsG3btmZbVwPuF1uCX6gJVR0HIMvyqaY0cjZEuK+dr3c3JSTZDjINMK5JkuQF/A7EAoPluiv5LqcmwjRVkqSbZFm2VQikUZxd/wZZlldLkhQFrKHGi/jjc227xbBnGW+vLyCYmlyBmcD31BgJfakJD74TMAHXNrLNBGpEKF7ida6vBKEv8WrBV4LQlni10EtoS7xa6iW0JV4t9RLaEq+Weon5vHi15KuWvlrQdrKEGoPVVWff3wqkArOAnS28bi2gA14EPjv7v/bsd97UVCXWnV1uMqAHujWgXUdqcvh9AvSqY7lPgHln/78MOA50Mft+HvCJ2fsNwFSz9zI1uQOt250KPGj2fj1w5/k6pk15dbjwYVmWjwJPAiOpscaukmW5EDgi15Sz/ogagQkEAoFAIBAIBAKBQCAQXIh8So0R7VcAWZY/BypkWX4bGNbC634KMABPUGOMNJz9jLN9UmpEFAL/ocax60B9jcqyXCXL8om6lpEkaTY1hsCpkiTdAlwEeAB/S5I0/uxnU4HLJEm6V5KkZ6jxhnxCkqSLJEn6/mxTX0mS1Nmq+X+AsZIk/SlJ0jZqnNWW0YbpcIVGzDlbdfhp4B75rNuoJEmvAA6yLM9uRDuOQK+zb09Q420oEDQUDf9fcShFluUq8y+FvgTniF19CW0JzhGhLUFLIbQlaCmEtgQthZjPC1qSOvV1PpEkaYMsyyNba/3NxdlCIovkusOHBbRjo6AkSe6AsyzLRXUs052aEOKtwJ/UuJw+RI37Zr1WZoFAIBAIBAKBQCAQCASCjo4kSaOpCSmeIcvyxtbujz0kSQoAbOX/u0mW5WNnl/kEYRRsEO3SKHjW2PcWNeWjk4DnZavS1JIkSbIsy5IkDQMeoCYuvQyYI8ty2nnuskAgEAgEAoFAIBAIBAKBoIURRsGG0+6MgpIkRQNvUlMpJosaC/Hbsiy/aLaMgyzL1WbvvajxEnSRZbkEgUAgEAgEAoFAIBAIBAJBh0KSpNXU5ADMAd6VZfmTVu1QG6ddGQXP5mqYDySfTYKJJEnTgR7UVIepkGXZaLb8E8BaWZaTWqG7AoFAIBAIBAKBQCAQCAQCQZtE29odaAyyLFdJkuQBhJt93BfoTk2VlyxJkv6VZXnh2e+igA8kSbpIluWKpq5XJI4VnCMiMbGgJRFJ1QUthdCWoKUQ2hK0FEJbgpZCzOcFLYkYuwQtRb1FbNqVURBAluWZkiRFAkiSFAqEAfcDLsA1wOWSJO2TZflHWZZnSJLkfy4GwbP0oiZ3oUBwrvQDdll9JvQlaC6s9SW0JWguhLYELYXQlqClENoStBRiPi9oScTYJWgpbI1d7csoKEmSRpZlkyzLWWc/OgpMVIx+kiTlAZdTc+L8CCDLckFr9FUgEAgEAoFAIBAIBAKBQCBoq7Qro6Asyyb4/8rCNR/JFcp7WZYLJEn6E6i2Wu5cOaH8s3PnTgICApqhyf8nODiYo0ePNmub7bUftvpgfghlWcZgMODi4oIkSQDq38ZgTxZK+926dbO7L2z91rxfGo3G4rtjx46RmJiovD1R68eN0FdrHaPW1MaFts321mutO0Vzp0+fZsCAAcrH1vpq8thV3/bbOy8Bu+dCQ1DaDQkJ4ciRI7W+t3e+N/c40drjYVs45+oZu1ps3GoObdV3LbFFQ7Rl3SdJktTftcYxO9/rbK71NZe2GkJbPpdNJlOTx0tZlm2Odcp35u+V8bSuuUpLc76Ow/nUlkJra8wWwcHBHDhwoMW1Zf55Xdpqq/uoMX3qCPP5+mhov8zHrobMr85l7AkODiY3N7fVxi57fWru43e+xq62oL3W7kNrr/9896EBY1f7KjQCtSsLn/1sgCzL2yVJuhZ4ArhNluWDzbjOIGq8Ejl69ChBQUHN1bTSfr03K+eDttAPW30wf6/X6zlz5gzu7u5oNBpcXV3PyfBgD41GU6fhsC6sL455eXkEBwcrb4NlWc6zWr7B+mqtY9Sa2rjQttneeq0NJcePH8doNKpG7LNY6Otcxq76tr+pBpb6UNrVaDSYTCaLz8vKyuye87bGCU9PT9zc3JrUn9YeD9vCOVfX2NWS41ZzaKu+a4n15w3VFtTWl7nh+Xwfs/O9zuZaX3NpqyF0xHPZZDKpmrVnoDH/XBlPzbXr7u7erH2qj/N1HM6ntszabfX5szXn0qe69GXPKFiftjrCPuoI8/n6aGi/SktLa82z6qO+a+259ul80hJ9Ol9jV1vYn63dh9Ze//nuQ31jF9QkHWw3mBsEJUl6R5KkhyVJ8gb+I0nSSuBhYEpzGgQFrY8sy+j1emRZxtXVFU9PTwDOnDlDWVlZK/dOIDi/KAbByspKtFqt6kHVkVG2+dSpUw0655VxwtXV9Tz0TtCeaay2QOhLcP4xmUyUlpaqD0rKysqaNAcS2hVYY60taJq+hLYuLJpyvG3pypb+BIK6mDNnDnPmzGmWdtpKX9oC7SZ82MoguIyaJIn3ybJslCTpEWAwsFOW5bbniy04J5SLCICbmxtubm7Isqx6Cp4L5k+tmurZJBCcL8wNgk5OTvj5+ZGfn9/a3WpxysrKMBqNaLXaWue8LY8GSZIa/ORacGFTl7ZA6EvQNjCfB7m7u6tabewcSNFuffMdc923hVA9QcthrS2gSfoS2uo4lJaW1nt8mnIdtKUrW/oTCOrin3/+aTPtNFdf2gLtwihowyDYF0g4axDUyrJ8HPi5Nft4LsydO7e1uwC0jX5Y98FkMmEymSwmwdB8N2XWBkd7/TDvT2saEVvrGLWmNi60bba33urqanJycnBwcECn0+Hn59eiGmzp7a/vxuCZZ55R/zefSFova+8chnMz+rf2eNiRzrnzvS0mk4k5c+ZgMpnqvemsS1tgX1+2tNUax+x8r7O1z4um0Np9bo71W99MazSaRoXsPfHEE5SUlODu7t6gsbAlbtRb+zi0JG1x2xraJ1uGmobOsZVxUKfTUV5eXue1VulPWzICdaTrbHMxZ86cBh+fxhx/sG04bogBui3uq7bYp4bSFvre2n0ICwtr1fVD6+8Da9p8TkGl4vDZ/z+lxkOwnyzLVWcNgsbz0IcWzSl4IdBUndnKDWbdbl3J4ev7zl6Sb3u/a0gOjZbMKSjo2NR1nhQUFHDkyBE6depERESEqrO8vDxCQkKUxc5L/qT6+np23XX+rr5z295vbeU3smf4a8g66hon6tqOC4HWyM0F55ZTUEk3Yeu4N+V6YU9fTdFvY7elI9Na2mpv1JfXtSHFccrKylSP8sDAwDpv3Js6N6qvr/X9tjkR2moYzaWtM2fOqDkrGzIe1lVcp6HFnqxpC9o6249W0de5zsfMaWjxI+XaaH38FeNeU+7N6vrdhYAYuxrGyJEjAdiwYUOrttGc7bQ0Dckp2OY9Ba0MgonUeAieN4OgoHUxf4LUEhcKjUaDi4tLnRdAc4+mlu6PQGBNdXU1hYWFeHt7A+Dr69vgm7SW5FzXq+RCPNeciJIk4erqamG4MX96DY0PsRO0Lm1FW/aQZdmmB7tA0JZQziNXV1f8/f3V/xtCQ+ZG9hBpWTo+5toCVE+xhoy5QlstT1P3U2OroVsff/M5mEAgaF+0eaMggCRJIYAvwiDYLmjOfCGSJLV4eIHBYLAbfgi1Qx2s+yPyowhaiurqatLS0qioqAAgICCglXvUfNgLf2vspBRqh3iWlZVx6tQptFpti4dZC9oedWlLuXFtqragxmO8oKAAf39/oS3BeaEp46KCJEl4eHio7+vzECsrK1ONNnXNjexRV0oHQdvjXLWlHGMl33dD1iO01bI0dT+ZH5eGGG6tj39TOBf9CS5MzKKjWrWN5mynLdAujIKyLB+RJOlKWZZlYRBs+7SlfCG2MJ/0Kk8swb5XSX35Ltr69graL8ePH6e4uBhvb298fX1buzstgvWEsCk3C9bnqKurK6WlpRiNRsrKysTNwwWKtbbKy8vPWVsCQWtgPS621I20tVHA/G9DEedM+0Joq+PR1P1kflyaaritD+t7sJZaj6Dj8vnnn7eJNpqznbZAuzHJy2cfPwmDYNvHXpl6k8mEXq9v9bLzihHPYDAANV4lOp2OEydOUF1djclkorS0VO2nRqPB3d3d7uTI3vYKBE2loqKC5ORkNBoN3t7ehIeH4+Dg0NrdahGUCaHBYKC6upozZ87g6uraqJsFJYTYvDqsn58f3t7e6nmp5Jqz58nQVsYnQfPREtqCmoc/gYGB6kMgoS1BS+Pi4oKnp6eqXXNt26O6upqCggKqq6trfWdPk+brUTxum+I9pqR0EGGEbZ/2pi3FcFTXmHuholyLgAZVgrbG/LhY60JBOb629r2ii7quddb6srcegUBwfmk3RkFB+8GeEe306dPs3buX06dP2/xdXZOMuqiqqiIrK4uqqqoGLa8Y8XQ6nTpxKSwsJC8vj8LCQvWCVVZW1qD26jMaCgSN4eTJk7z66qv8/vvv5OXlER0dbRH61VTaqkHCfEJYWFjIsWPHKC8vr3U+VVVVkZ2d3aDz3FY+HeVhgHJeWxtyrCeqimG2vLy8OTe3QyK0VVbrmqHoS/G6saUtJS2AoP1j/TCxubE2oljfSNuaBynzmuPHj9e6ibdl+KmurubEiRPodLpa54gyP6usrGzQdto6JwRNoy1rq7CwsN5rKTRMW1VVVQ3eTqEv2zRmvyjGvaqqKpv3XtYOEwrWx9f8+JvrQsFaP9b6aqqBuKG09PkjOP88+OCDPPjgg63eRnO20xZoF+HDgo5BUVERx48fp0uXLnTq1KnW98rFBFCTYptjL3dfbm4uGRkZAERGRtbbD/On2IrLuhKa6evrWyuBskBwvjCZTHz//ffs3buXyMhIunbt2mzhFHU99W8trMOUlPPQx8en1rK5ublkZmYC9Z/ntvLpWIfTWC9jHc504MABUlNTAejdu3fTN/ICQGirdqiW+XJCWx2fxqYROddcxBqNxsIwbWsepGhep9PV0qyt8M265mDKd3q9Xv1NXdspwjybj7asLV9fX4v+mXtit5S2lPWY/xXU0Jj9Yh41pThr2Ds25t9ZH19791IK1vox9/ZsCo3Vt0jx1PHYvXt3m2ijOdtpCwijoOC8ERYWhkajITg4WL34mw/oti4m5tgb2ENDQy3+2qO6upq8vDwMBgMRERG4uLhgNBo5c+YMOp0OX19fCgsL8fX1FRcOwXmntLSUtWvX4uTkxLBhw7jmmmtsGs+bSlsLzaiqqmLfvn14enri7e1NeXk5vr6+Nh8IgOV5rlRk9vX1tRlWbWtibD0RdXJywmAwqOONdXGKbt26Wfytjwu54FB70Za9ojPNrS3rUGWhrY5PY40UTblRraqqIjc3l9DQUBwdHS2+s6dhf39/ZFlGq9Va9M1ak9XV1RiNRvz8/GzOwZTPOnfuTGVlpc3trK6u5vjx42o0hsgP1jy0ZW3Z6l9LaauwsNBiGaGv2ijXIsV7z8nJieLiYnx9fdFqLW/5lf3s6+uLm5ub3WNjNBoxGo1UV1fj4OCgHl/FM9T8+EuShL+/v+r96evrW+c9Wl26s0dj9S0MyBcW4eHh5OTk2PwuLCyMQ4cOnd8OtSOEUVDQKOqrLGaey8L85kWWZRwdHYmMjESv11s8tZZlGUmScHBwsGkQqKio4OjRowQGBuLh4YEkSSQnJxMdHY2Tk5Pabn0UFhayZ88eDAYDWq2WyMhIysvLOXbsmNrXujwVFUS1ScG5YOscKi8v57PPPmPDhg34+fkxffp0unbt2qzrbW5jQn0VLO2dJ8p3ubm55OfnI0kSTk5OFBQUAPbPPUdHR4KDgzly5AjV1dXs2bOHAQMGqBNNk8lksY3muQRlWa61/cXFxZw5c4bi4mL8/PxqhYQ6OzsTHx9vc1ttJWK35UF2oYwVbUVbCva05efnZ3P55tZWYWEhBQUFBAYG4unpiV6vt6kt5ffmCG21T8wNw9bH1JZmFUO6TqdrcF60I0eOqGF4Tk5OBAUF4ezsDNQYTcrKyqiurqa4uFjN6+Xh4YGLi4uFZpX+mlNYWMjx48cJCgrCwcGhlg7N52fKzbt1vwsLC8nOzsbNzY3o6GhhtGkmmqotFxeXBo+l56ItxbPQvL/mNFRbyn2Cre0sLCwkPz/fwptQ6Ms+5l6AJSUlQO25lXm+XPPvzI+PVqtFq9WSl5eHVqslICBAXc78+qUc/+rqanWdynXXy8tL1Y9yfCsrKzl69CiVlZXk5uYiSRIRERENGgvt6dve3EA5f8Q188IgJyfHro6EBupGGAUFzYbBYFAvAoGBgbWqmFmH5So3az4+PrWeYJlz9OhRsrKygJonAKmpqezbtw+A2NhYi2VtrU/Bx8eHPn36UF5erpYQt/ZONJlM6iS9MYOH8OQQNJWysjJ++uknsrKycHJyonfv3vTo0aO1u9UoTTelWqFyDoaEhKDRaNBoNDZDO83Jy8sjKysLg8HAsWPHKCoqqtdD2B4+Pj7q+V5aWkppaSnQsBsN82p5Op1O9WAQybIbhtCWfawrMTa1QIqgdbCVc7I+Gqrx4OBgoOaGOjMzE0mSCA8PByAjI4P09HQA9frh7OysGgTq0551eH1TKoIqXlwGgwEnJye7y4n5UtNo79pS/jZVW0ajEZPJVOdYeKFoq77tVCKhjEYjvr6+9V7/zDE/Pu7u7vVGcVn/tqSkBBcXFwIDA/Hx8WHfvn2qfnr16gXU3NdlZmYSGhpKVFSUqr+6tlfRcUNpyvkiEFzICKOgoNlwcXGplXPC1sVfeWpTUFDAkSNHKCsrU0OLocZIkpqaSlxcHK6urvj4+HDw4EH1ohYdHW3x1xzz9Vm7imu1WvUmz/xpubu7O5IkodFo8PT05MyZM2i12kY9hRQ5KwRNoaioiDfeeAOTyURAQABjx45l2LBh6HS61u5agzVtMpk4ceIERmNNYfiGnjdOTk4WHr5dunTBYDCoRhxbBAUFATXnbWFhoV3PL3MMBgNpaWnExcVZTCi1Wq16vru7uzeqgrj5k+oTJ040yMNY8P80ZrzU6/UUFBTg7+/f4II79rSl0+nsVvFui9oC1AIpQUFBeHl5NagNQethy6tTuTlVDDPmY6a3tzdAg4wkTk5OREREUFlZiZOTEz4+PqSkpBAdHW0xL9JqtXTp0kUNGwbYsWNHLZ2ao3gBKXMjW3nh6kOr1eLk5ERRURHFxcV2x0MxX2oajdWWQlvRltLfpmpLq9WSn5+Pk5OT3bHwQtFWfdup0WgoLy+nqKiIwMDAOh0vrLE+PtYegrYwGAykpqbSs2dPPDw80Ol06thmrp/y8nIyMzPVSJjg4OA6HyCYt69sL8CpU6coLS2lS5cuqu4NBoPNAmAgvEo7Gg1NvdLSbTRnO20BYRQUNBplEqLT6SgvL1cHYUmSat201XXx9/X1Ra/Xo9VqOX36NKdOnSI4OJjU1FQ2b97Mzp07ue222zh8+DBnzpzh8OHDxMXF4ezsTFxcnNoXe+tTLj7R0dGqkaW8vJyMjAz1M2ujpfL7xuaeEDkrBI2loKCA+++/n0OHDjFgwADuvPNOunbtatdocb5pqKYNBgNGoxGtVntOnkz1eQ9UVFSQkZFBVFQUBw8eRKvVUlxcrBpzrCkuLmbVqlUEBARw5MgRTCYT/fv3t/CaMD/fzZ8k1/eEWcmXExoa2qin6IIazvd42dzaghp9vfXWW3h6ejZZW7Yw15Z5gRShr/aBLW1b6898zNTpdKo+6hs/zb1lIiIiSE1NtfDAUbxwlGXLy8txcXFh8+bN/PTTT/Tu3ZubbrpJDQutCyWsMy0tzWIOZQ8lN1hgYCBgu6CPgpgvNY3GastcT0JbHYuGbKeynzw9PcnKympQ3j7ze6SGelpWVFTw9ddfs3fvXq655hqGDRtGWVmZmkZKp9Op+klJSeHAgQPIskyvXr3UtFP1ebJa30uWlpZiNBoxGAyq7htSAEzQMXjvvffaRBvN2U5bQBgFBY1GefpiXuLd1o1WXaG8AA4ODkRERFBWVsaxY8fIzs4GIC4ujp07d5Kfn88PP/zARRddRExMDNHR0erTKOWpZFlZGTt37qR///5oNBqSk5OJj4/HZDKxY8cODh48yMGDB7n88svR6XRkZGSQlpYG1Ex0rC801gmSG4pGo+nQTyUFzcu+ffu49dZbOXbsGN7e3gwYMICuXbu2qXCXhmra/Bwy77/RaKSoqEhND1BRUcGBAwfo1q0bzs7Otb5Xzufk5GT69OljcROj1+tZsWIFjo6OyLJMTEwMkiRZeAuXlZWxa9cu+vXrR3V1NT/99BObNm1i8ODBJCYmEhcXV2viaO98r+8Jc25uLunp6Rw+fJihQ4cKD8FG0pjx0s3NjcDAQAs9NFVbKSkp9O7d+5y0pXglrFq1ioMHD9KjRw/i4+ObpC1bNyvW2nJ0dBT6akfYqqyphPKdOnWK8vJyysvLcXd3V3MkK7+x1rE5ZWVlbN++XS2INmDAACIjI5Fl2W7URGlpKQcPHuTDDz9k+/btakTEhAkTGuR1az1fqovc3Fw1zYu5l655IQHFI0jMl5pGY7WlXI9bSluFhYW89dZbmEwmJEkiNjaW8vJyEhMT6z2+Qlvnhq3ttC7aodVq8ff3Jysri8zMTIB686835rjo9XqSkpIoLy9n5cqV7N+/n4suukjVhxKJZU50dDSSJBEVFWVTd9bGa3Pdmmu/S5culJSU1NJ9XQXABAJB3QijoKDRKIOuuaegNdXV1eTk5ODo6Ejnzp3tPqlREt0qXhGKK/ltt93Gzz//TFVVFbt370ar1RIVFUV6ejpbt24lLS2NiRMnsmvXLrZu3QrUTI527doF1FQYcnZ2RpIkSktLycjIoFevXrVCj+szAtZXiVIgaCz5+fncdtttZGdn4+rqyhVXXMF1113XpgyCjcHeOVRUVGQRVnvgwAFSU1ORJIlevXpRVFREfn6++r1GoyE7O5s9e/ag0WgYOHCg2tb27ds5cuQIYWFheHp6otVqCQ8PZ9u2bfTr1w83Nze2bt3KJ598wunTp1m7di3+/v7cfffd3HDDDXTq1Ek15oBlegPlQYL5ZLS+J8yhoaEcPnyYsrIycnNzCQsLE+NEC2FLX/a0BRAfH29XW8nJyUiS1GhtJSUl8cUXX/Diiy+yZcsWqqureffddxk3bhzjx4/HxcVFaEtgF0mSKC8vJycnh/LycnQ6HVFRUXh5eVlEO1jr2Bxzzy2o0U///v0JDw9n69attQwxhYWFPPfcc3z++ec4OjpSXl5OcHCwqucRI0bY7a9iVI+IiABQH8gqenZ0dLQwugN2K4zm5uaqBomoqKhG7ztB3dSlLXOaU1uVlZX873//4+2336asrAytVkvXrl3p3bs3RUVFVFdXc8kll9jsr9BWy2G+P8yNf7b2n3IclFyNyv5X7o0iIiLU6sH2Qo+TkpL49ddf+e677zh8+DBGo5Hp06fz0EMPcdddd9W6xpWWlrJz504SExPR6XRs377dpu7MsadbJTy6Pt0LOiZ33XUXcG5eetZtNLVqcXP0pa0gjIKCRmNe8t4ehYWFnDx5kk6dOjUopFDJZ6Lg5ubG9ddfT05ODnv27GH//v106tSJ8PBwTpw4we7du0lNTcVkMpGcnMzatWs5fvw4Y8eO5fbbb1dd5OPi4jh48CAeHh4YjUbVjd267/aMf4WFhSJfmKDZqKysZPHixVRVVeHn58dtt93Gfffdh6enZ2t3rcnYO3eU0BXlr5J3IyYmxub38P+TPuublgEDBgA1F+aTJ0/i7OzM/v372bJlC1u2bCE5OZmffvqJsrIygoODuffee/n222955ZVXSExMJCEhwcJrTPFgTk5OJikpCVmWGTRokLq++p4wOzo6MnToUPWpvBgnWobGakv5a09bikHaHHva2rp1KykpKaSnp/PNN99w/PhxvLy8uOGGG0hOTmbKlCm89tprajL3pmjL1jVUaKtjYK5dpdCNyWTCycmJyspKmyGQ1jo2R0mZEh4eTlpamlpkbefOnWzbtg2AESNGcPz4cRYsWMA777wDwKxZs3jiiSf47bffmDFjBgUFBdx888119l0xqgcGBqrny7Zt2yweupob3Y1GI8XFxTbDE+0ZdARNp7W0VVZWxttvv81LL71EcXEx119/Pc8++ywnT57k2muv5ZFHHuHZZ5+1eOhiTV3akiSJrl27WmgL7FePFdqypK79Yb3/zB+c5eTkqOf2wIED6dWrFwUFBer39vIJVlVV8cEHHyBJEn/++Sfe3t7MnTuX559/nrfffpvHH3+cWbNmqcZBRU8ajYbhw4cTGxtLWVkZsbGxHDp0SNWhOXXp1p7uhTNHx+fAgQPN3kZTqxY3R1/aCsIoKGgyZWVlnDp1Sk2mrlTtLS4uVkvF+/v7q2Xrq6urOXr0KMHBwRYTx+rqarvhxZGRkfj4+ODn58eaNWt45ZVXqK6uVpdxdHQkICCAwMBAHB0def3113Fzc+Oee+7hyJEjxMfH06lTJ3bs2AGgJrc1mUxoNBqqq6spKirCaDRy/PhxAPz8/NT+dO7cGb1eT+fOnVtsPwo6FgaDwebn69atY968eXTu3Jm4uDimTZvGiBEjGpUAui2hXDzNjRZKGEjnzp1xcHCgS5cuQM355ujoqIbwJicnExsbi4eHB7t37yY2NhYXFxd0Op1qpDG/OLu6ujJixAhOnDjB33//zd69e/n3339ZsWIFxcXFdO7cmQkTJjBx4kQGDx6MRqNh2rRp3HzzzVx99dU88cQTzJw5ky5dulBWVqamPoiLi8PR0ZGYmBiLccUc83HCx8dHnWQqHmWSJFkYoZSccTt27KB///52jYuiGp59bGnLz88Pk8mk6suWtsrLy9mxYwexsbH4+flhMBgs9KWE/9rSll6v59SpU3z22WeUlJSwbNkycnJy0Ol0jBkzhokTJzJ69GicnZ3R6/XcfffdPPjgg2zbto2XX34Zf3//WtpycHCge/fudrWl9ENoq/1jfTNhPS4qObbMb85NJhOVlZVUVVVx6NAhunTpQkpKCqdOnaJPnz7odDp1ruTi4kL//v0pKytTb5ArKyvp27cvlZWVHDt2jEcffZR33nmH8vJyJk2axKOPPqpW4r7yyiv5+uuvmTp1KqNGjeKXX36hX79+QE0Y4O7du+nbt69axEGWZby8vDAajVRWVuLg4ECvXr2Ij49Xr1mdO3emurqaw4cPU1hYyNGjR+nVqxeOjo5UVVWp872IiAh1Hmgd2q9gT7N1PXyu63cdiaZqC2qO7aFDhwgPD6e0tJRvvvmGsWPH0qlTJ0wmE87OzvVq6+TJk7z22mu8+uqr5OfnM3r0aObMmUOfPn2AGuPdqlWruPnmm3n44Yfp0qUL119/vbp+RVtubm51aqtnz55qaHPnzp2RZRmTycThw4c5efIkubm59O7dG6BZtGVr31rT3Po6l/VZ/9Z8ezUaDVqtloiICKqqqsjOzlYr+qakpGA0GtHr9WpRR+WexsvLi9jYWKqqqnBwcKCsrAwnJye8vb2RZZlOnTpRXV1d6zh+++23TJkyhaCgIFasWKF6Jr777rvce++9LFiwgMcff5zFixczZ84cbrzxRkpLS+nbty+9e/dWt6Vbt24WHoIVFRVq1ExhYSFfffUVkydPprKykgMHDhATE6NqxMHBgYCAADUvYVlZGR4eHrXmDQ3ZtwKBQBgFBTaor9S9gouLC6WlpZw+fRq9Xo+/v79aKbKqqoozZ85w7Ngx/Pz80Ol0HD16VM0LYu4VqOTUscfJkyd55pln2LhxIzfeeCM33ngjQUFBBAUF4eTkpHoiVlVVMWXKFObPn095ebn6FNLJyUn1XAwLCwNqbvSNRiNJSUkAhISEEBQUhLe3N8ePH1dd5isrK3FxcVErsgkETeHUqVM8/fTT6PV69uzZwxtvvMHIkSPbrUEQ/n+CZV4IwXoyVllZSV5eHl26dOHEiRMEBQWxb98+du3apU4Kd+/ejSzLqjGwLpKTk/nzzz/Zvn07qampXHPNNdx+++2MGTOG0tJSi3M0ODiYX375hWnTpjF//nxMJhPPPvtsrRyIvXr1qnOckySJ/Px89uzZQ58+fWo9hZckSc3do7Bjxw62bduGyWRi1KhRgGWO1YaGijd0LO5o2NKWUhX42LFjAHh7e9fSVmpqqoWerN9rNBq71xqtVstvv/3GN998w65duxg0aBBPP/00V111FUaj0UJbbm5ufPrppzz55JN8+OGHVFRU8Mknn9TSVkJCQr03gUJbHQNrXZlr12AwcOLECaBm7uHk5KQaNQAOHTrExo0b+eKLL/j3338ZNGgQjz/+OGPHjq017zDXWHV1NW5ubhw7dow5c+aQl5fHxIkTeeaZZ/Dz86vlJXPxxRezevVqbrrpJkaNGsXy5cu54oor2L17t/rgdNCgQWqFWYWsrCxycnKIifk/9s47KoqzbeO/WXoVpakoAnYsgGKvib3EGBONJbHEkqImdmNLrLEnlmjUxBpj7L3EXrEgIIgIKCiIoChN2lJ3vj94Zz6W3aVYYgnXOZzVnZ2ZZ2auecpdrrs6KpUKPT09mZNSkbjk5GREUSQ6OhpnZ2eio6PlVEbJUPHw4UM5PRRKHvlaVAGodxXPyy0DAwMiIiK4ceMGP/30Ezt27KBjx45ER0czatQo9PX11Y6tjVsZGRksXLiQa9eu0aJFC/766y/Z4ZEf1apV459//uGzzz6jb9++LFy4kLFjx6pxS9JILS63cnJyePDgAYIgkJaWhlKpJDo6GkCNW5BnxPT395ev523h1oucNz4+ngcPHhAZGYmbm5tsLMv/7kGecc3Q0BBBEIiMjMTR0VHWqs3OziY7OxtLS0vu3LmDkZERtWvXlvsAqU3ScxRFkWvXrjF58mQaNWrEX3/9pRGZ6uHhwfbt2wkMDOSHH37g22+/5a+//qJjx460bNlSvtb8fJPOI30+efKEoUOHcvLkSXx8fBg5ciSxsbFytH9WVpbM86ysLPkd0NPT05g3lKIUpSge3t4VaSleGYoqdS9BoVBga2urpjEoDUoWFhZEREQQERGBIAjY2NjIE2DpUxdSUlK4du0aTZo04fz58wwdOpSMjAzWrVvHgAED1Dr5/CXqDQwM2LBhA59++im//PILc+fOpXfv3nKls/zh5yqVipCQENnLZm9vj76+PrGxsbJRo3z58qXVq0rxwggNDWXy5MnyBLt///7079//rTQI5jckSO9h/km8NBmTvNAxMTHcv3+fqKgoWfTe09NTjqSSoC1tRBs8PDw4duwYQUFBfP7556xdu7bQSZ+lpSV///0348aN46effiIqKoq1a9cWW3xaqVRy+/ZtuVJ5RkaGzt/mN8xIXu/8+jhFVcDVhuL2xe8CiuIWqPPr4cOHWrkF/8+ngp9Fwd3dnZ9++omGDRty7NgxedGSkJCg8Vs9PT3mz5+Po6MjM2fOJDo6mn379qkteAuDUqkkNDQUAwODUm69Q8i/yJe4a2pqKlcArVChgpqD1N7enpMnT/LDDz9gaGjIJ598wu7du1mxYgUODg4azpL8GptSBPO8efNQKpV4eXnJv09MTNTavlq1anHs2DEGDRpEz549WblyJR9//DGhoaHUrFlT7ToiIiJIT0+Xdcbs7e01eJaenk5GRoZs1Ck4z5M+JUNFlSpVqFChQqEVZHXdz6IKQL3rKCm3nJycCAsLY+rUqTx58oR+/fqxe/duwsPDcXNzk50KEgpyKycnh7Vr13L9+nU2b95M3759EQRBJ7esra3Zs2cPY8eOZdKkSURERDB16lQNbgE8fvyY6OhoateuDeRxKzU1FT09PbkN8fHxJCUlYWVlRePGjXn06JHa+iH/vx8+fCjP54vLrfxjzuviVsHCU2lpacV21FhbWxMZGSlr7EoGUm1rrYoVKxIdHU1SUhJmZmYyfzIyMkhJSZEj7p49e8bjx481UoZr1qzJ7du32bRpE5s2beKTTz7h559/LvRetWrVijNnzrB9+3aGDBmCtbU1o0ePlrfr0qO+ffs2n3zyCVFRUfTr149du3Zx4cIFpk+fTteuXQE0+tC4uDhcXFzk+YOUpSbdz1LjYCkgT/qiIBek/0tBQ/9llLqHS6EBaZJRHEOYQqHAwsJCrnSmr68vh2v7+flx+/ZtoqOj5Wi7Bw8ekJWVpXGc7Oxsbt26xbFjxzhz5gxXr15lwoQJ9OzZEwcHB7y8vPjss8+K7NiNjY3566+/qF+/Pj/++CNxcXEYGRlRr149tYprGRkZWFpaUrlyZRo0aCAbaKytralYsaK8+JQqfJUkkkKlUqlVZi7Ffxdbt26lT58+3L9/H0NDQ7Zs2cLvv/+OlZXV627ac0GawKanp2vdLhlxpCiC8uXLY2VlhbGxMbm5uSQkJPD48WMaNWqEqakppqam8r8hT4j6/PnzpKWlycdMSUnhn3/+ISUlhczMTNasWYOHhwcrV64s1kTPwMCA5cuXM3PmTP7880/GjBmj89ouX76sdm0hISH4+/uTkpKCp6cnVapUISMjg1u3bmkYcSTDjFKpxMzMjNatW2NmZkZ2djb37t1DX18fS0vLYmmsSihJX/y2oyhuAXJKur6+PhUrVpQXNtnZ2SQkJPDo0SM1PuXnV2pqKpcuXdLJLYCJEydiZGTEjh07ivWcBEHg66+/ZseOHfj7+/PBBx/ovDZt3Lp161Ypt94xaOOxIAjExsby4MED7t27h4ODAxUrViQpKYmZM2cyYcIEWrRoga+vL1u3buWPP/7gypUrfPTRR6xevZqnT5+q8RTg7t27DB48mFatWhEZGcnevXuLFW0Nef3ymTNn6NSpEyNHjmTKlClkZmby4MEDIM+R5eTkRI0aNXB3d2fnzp04Ojpy+/ZtFAqFGs9sbW2pWrUqDg4OODk5yZGNkk60oaEhGRkZJCUlyb+RnLCQF+F17949rfPCgvfzv87ZknJrx44dfPzxx1hZWXHx4kU2btzI8ePHSU1NpXfv3sycOZPIyEgNbj18+JDRo0fz/vvvc/ToUVauXEm/fv2KNd6amJjIjrjVq1czePBgNW6lpKTQpEkTKleuTNOmTZk2bRq1a9fG0NCQ27dvq82bra2tcXBwwNHRESMjI5lPBbl1+/ZtbG1tqVmzJu7u7m8Vt/Kft6gxsOD16Ovr4+7uTs2aNbGxsZHHjvz3x9DQECcnJ4yMjHB0dMTBwUHNaKpSqQgKCsLQ0JD169fTqlUrKleuTJMmTdQ48eDBA3bv3s2mTZsYP34827ZtK/YY2a9fP1asWMHRo0fp0aMHf/zxBytXrpSj+yCPFzt37mTatGm0atWK9PR0Tpw4wcaNG7lw4QJlypThm2++4ejRo3J/UrFiRRwcHLh37x4PHjyQIwklFGdOUYq3E+7u7ri7u5d4v4iICFlu4LvvvuO7776T/6+rkMirasubiFKjYCk0UJQhLDMzk1u3bpGZman2fUZGBn5+fiiVSoKDg0lNTcXKyoqaNWvi7e3N8ePH2bRpE6tWrSI1NVVt3+joaI4fP86ZM2cQBIH4+HjWr19Pnz59OHfunFaR2cLan5ycjL29PdbW1iiVSry9vdW03oyNjbGxsZE1xSRIqVovEsVVOhCVAuDo0aMsXrxY/n/fvn2pW7fuW52GXtKJc25uLsnJydy9exdra2sEQdApWg15QtTXrl2T040AvLy8uHTpEl5eXlhYWFCzZk0iIyNlDdDiQBAEvvjiC/T09ChTpgxKpRI/Pz/i4uK4fv06sbGxrF+/nh07dtCjRw8iIiIIDg7G2dkZd3d3PDw85El2WFgYPj4+7Nu3T61PMTEx0WqYiYqKIiwsjOjoaMzMzErkYHgep8TbipJyy9DQkPT0dO7evYu5uTmCIFChQgWdv/f19cXX11cntwDc3NxITExUS70qDnr27Im9vb0Gt7y8vEhPT8fLy4uNGzfSrVs3Ll26JHOrbt26pdx6x6CLx9WqVcPJyYmkpCRycnLIzc0lLCxMfqZffPGFHNnz2WefcfbsWapUqcKoUaPw8PBg2bJlnDlzhsuXLzN48GDc3Nz4+++/KVeuHPv376dFixYlaqe5uTnff/89kJcCLAgCtWvXJjk5mYEDB5KRkcHKlSupUaMGkydP5tKlS1y7do29e/eqzf2KM2cKCwsjPDxcLgqQHw8fPiQ8PJyoqKgi76eughP/FZSUWxK6deuGh4cHAM2bN+fy5ct06tSJRYsWUa9ePebOncvRo0e5c+cOEyZMwMPDg3Xr1vH06VPWrFnD8OHDS9ROhULBjBkz0NfXJz09XeaWUqlk0KBB+Pv7M3fuXDp06MDq1asJCAjA29ub06dPy30xFJ9bwcHBREZG4uLiosavt4Fb+c9b1BgoXc/Dhw/l7wwNDXFxceHBgwfcvn1b7bkXhLb7ef36dU6cOMHff//N6tWr6dixI3PnzsXf35+RI0fKa7ratWvLgR8zZswo8bgxYsQI1qxZw9OnTxk5ciSzZ8+mf//+3Llzh6dPnzJs2DCGDRvGL7/8QqdOnfDy8qJZs2YANGjQgO7duwN5RVTCwsIICwuTo1mTkpJwcnKSI5ol/NedCO8yli1bxrJly177MV7mcd4EvH35ay8IQRAMRVHU7jb6j+F5NIVUKhUBAQHyoil/Jcfg4GBu3rwJwLZt2/D19aVMmTLcuHEDIyMjDAwMZD0oX19f2rRpI+/r4OBAp06dCAkJ4fTp06xevZquXbuyefPmIjWZCmLevHmEh4ezdetWTE1N8fb2lrUDpapousLWXwZKU45LcenSJaZMmSL/v3Xr1vTq1es1tujlQDIkQNGC2ZBnzKhbty7W1tYkJyeTmprK/fv31Qr3PHr0iL/++osBAwbQsGFDQD01UlrstmjRAj09Pb788ksmTpzIoEGDOH78uEa1S13YvHkzubm5DB06VO6r/P39ycnJwdvbm6ioKA4cOEB0dDR9+/Zl7NixABqVFKtVq0ZgYCBxcXEEBQXJ0TlSBI2U5iktLkorJBYPJeUW/H9acEZGBqmpqYSHhxfKLYVCIRdXAHVuiaJIjx498PHxYdCgQVy7dk1NpLwwnDx5ksjISBYsWKDGLSnSIjU1lbCwMC5dusSnn37KzJkzadmyJW5ubmoLtMK4ZWZmJguqS/wq5dbbAylTITg4WM5eAGjXrh179+5lypQpdO3aVf5dgwYNZCPg7NmzOXHiBBcuXCAjIwMLCwsGDRrE0KFDXyhC4dSpU3IkT/v27TExMeHbb7/Fz8+PXbt20bNnTxo3bkzTpk05cuQIDRo04NmzZwQGBhZaYbYgqlWrhiAIGot2QC6EoovDRVWCL4VublWrVk2O0ho6dChOTk5A3nx727ZtBAUFsWTJErZv346vry+ZmZno6+vTs2dPvvjiC95///3ndhqcP3+enJwcevTowYABAzAxMWHJkiUcOnSIKVOmMHnyZEaMGIGrqytjxoxh9uzZGBgYlNhp+iLcepXrgOeBIAiFSjlI1yN95kfVqlURRVHrfSgMhoaGGBgY8Ndff1GuXDm2bt1K2bJlSU1NZcGCBVhZWTFkyBAaNGjAyJEjOXnyJOfPn6dbt24luzjyHB+DBw/mzJkzrF+/ngMHDlCrVi2MjIzIysqib9++TJgwQUPu4/79+6xYsYL+/fvTqFEjOZJeGi+Dg4Nxd3fH2Ni4xG0qRSlK8f/4TxkFBUGoCcwWBGGEKIrPXnd7XjeeR1NIqVTKmknVq1cH8iIH7969K1efCg4OZtmyZdSoUQNfX18OHz4MIFeIzM3N5fjx4xw6dIjk5GS1v5SUFIKDg2nZsiU7duzAwMBALfQ/NTUVExMTnWXmr169ym+//Ub9+vXlEHlnZ2d8fHzUipu8SuRf3Jbiv4dt27axcOFC+f/Dhw9n2LBh/8kJi0KhkDV+lEolhoaG1KpVS96emprKnDlzCAkJAWDChAlqzgLI0yft3LkzkKeT1bp1a7p27cqOHTsYO3YsK1asKHLholKp2LBhA23btiUiIgKlUikXRipXrhw1a9ZkyJAhxMfHM3fuXGbMmMH+/fvp0aOHxrGMjY358MMPuXXrljx5lSoqOzs7k5OTA/y/U8DAwEDuG0vxciFp7CmVSoyNjTUWE3/88QeHDx9GqVQyY8YMWrZsqRYJUpBb9evXp1OnTqxbt47+/fuzf//+YvXlGzZswMbGBjMzM6Kjo2VuOTg44O7uzrRp07h06RI//vgjy5YtY/Xq1Xz00UcaxymMW/Xq1UOlUqnpXpVy681DYdpk+TUujYyMqFOnDpmZmSxcuJDu3bvz66+/Mn78ePn3giDw3nvv8d5773H+/Hm2bNlC06ZN6devH+bm5mRnZ79QW0+dOkXDhg1lLl64cIFNmzYxZMgQevbsCeQZJ4cNG8a6deu4fPkyoijKRqf8SEtLw9fXlwYNGmi8M5ImpjZJFSnS6b8a/VcSlJRbAHPmzGH//v1Mnz6drVu3qu3j6urKX3/9xYwZM1i1ahUVKlTgiy++oHz58mRnZ7/QMzl9+jQmJiaMHj0aIyMjoqOjWbhwIZ6ensyYMQOAsmXLMmfOHL7++mvu37/Phx9+iKurq8axSrmVB+l6tKGw+5CWloaPjw+NGjXS4E2DBg24cOECXl5erFmzhrJlywLwww8/cPLkSXbs2CFLrrRv3x5jY2NOnz79XEZByJsTtmvXjs6dO/P48WM2bNjAo0ePGDlyJLVq1dLIQAOYPn06enp6zJ49G8gbJ6WAlMJ0g//rGqTvMj777DMAjT7t3z7GyzzOm4D/TN6IIAjVgF+Af17EIOjg4CBXyxUEgZkzZ760Nv7b0BVaLeXXa/szMjLC1taWhg0bYmBggEqlIiwsjNDQUB49eoSxsTHfffcdnp6eXLt2jZiYGPz8/Fi3bh2jR4/GxsaGmzdvsmDBAtauXcvhw4fx8/Pj6dOnGBgY4OTkxPDhw9mxYwcKhYLMzExUKpW8qK9QoQKVKlXio48+YtGiRVy+fFkeCFNTUxk1ahSVKlVi6tSp1KlTh/T0dA4cOMCzZ88ICQmRNZsyMzPJzMwkMDCQzMxMrdeaXxsw//fFwcyZM2WOFFVYJT/eJX69y0hJSdH6t2vXLvbs2SP/buDAgYwaNeqlGwSfh1+Fcetl62BKaR35/wwMDHB3dycnJwdfX1+Sk5MJCAigQoUKODs7065dO44ePUp0dDSXLl0iJSWF3NxctT9Js3TFihX07duX9evX89VXX5GTk0N2djZZWVla/86ePcv9+/dp3bo1Z8+e5dq1a3LVPmNjY5YsWcKZM2dYunQpo0ePZtasWezevZt58+ZptCE3NxcjIyMaNmyInp4eubm53L59m+DgYCIiIjA3N8fQ0JDc3FyNPkXSTExNTZW/y8zMJDw8XO6HCvY3Bf9eNd5mbqlUKplb2dnZ1KpVCwcHBxwcHDh69CgJCQmkpKRo5ZfErenTpzNhwgSuXr1K9+7dSUpKKpRbMTExHDx4kHbt2uHl5aXGLUmf8Ndff2X48OGMGzeOTZs2ERwczJAhQ0hOTi42t27fvo2hoSHm5uYYGBho8CI9PZ1r167x9OlTmXsFuVWcv1eJl82tfxv571Nubi6pqalq7zloT/VOT08nODgYyFuEGxkZyfOanJwcmjZtSteuXVmwYAExMTFqfIiPjyc+Pp66deuyaNEievXqRWZmJvHx8SQmJmrtn3Jzc8nOzi50W3x8PN7e3rz//vskJSWxb98+Bg0ahJOTk1y4RPqbOnUqFhYWTJ48WdZnltov/fn5+REaGoq/v7/GtuDgYO7cuYOPjw/Xr19HqVSq6aMVl3dS4QBtvy/llia3VCoVVlZW9O7dm927d3PhwgU1HiQkJBAfH4+trS0zZ87kyy+/lKtDvwi3cnJyOHnyJC1btkSpVPLPP/8wZMgQMjMzWbt2LTk5OTK3+vbti7u7OzNmzMDW1valcEsUxSL1BLXd/5fJLSgevwo7r7bfFnxvlEol169f5+bNm/JYUfAe3bp1ixs3buDn56exLSUlhd9++w0PDw8+/fRT+bnk5OSwbt06MjIy+Oabb0hISODChQu0bNmSkydPynMuXTyQ0ti1/Um8MzAw4Msvv2TmzJnY2trKhWXyt+/ChQvs2bOH3r17ExERQUpKitp2Y2NjOcMkODhYTY83//tSnPfrdeF5+fVfxsOHD9XS6F/XMV7mcd4E/CciBQVBcAZ+AzaJoviXkOc2sgZMgMeiKBbb3RodHU3FihVfUUv/XZQ0ok2pVOLv74+lpSXVq1eX0/aksHV7e3s++eQTcnJy2Lhxo5wGULNmTSpXrqxmGMnNzZWj/bKysgpNtTUwMODnn39m0qRJtGvXDkdHR65evcrx48eBvNSJRo0aYWRkRHh4OIcPH8bOzg5TU1MOHTpEbGwsSUlJ1KhRQ9YfgbwB9tatWwBaPd8v4mWaOXOmPAGIiYkpdkf/LvHrvwYvLy/Zk3n37l3ZIFgS8f/i4nn4VRi3XlYl0szMTO7cuUPVqlXVCvvkP8+hQ4fkiV29evW4efMmRkZGnDp1isTERPn/KpWKli1bkpqaytWrV2natCmmpqZy+7Zu3UqVKlVYuHChXCVRVyrxnj17KFeuHJ9//jlhYWGIokiNGjVkHaWVK1cyaNAgBg4cCMCYMWO4c+cOCxcuxNzcnDFjxmh9jgqFAkEQqFWrFqIoUrt2bfl3oihqRCj4+vri7e2NIAg0bdqUhw8fkp2dLYuwvwlRX28qt0A9Kr0gv9LT09mxYwfZ2dmoVCo8PDywsLDAycmJ6OhowsLCUCgUmJqa4uvri0qlwt3dXSu3Zs+eTY0aNRg2bBgffPAB+/fvV0tLzo+NGzeSnZ2Np6cnjo6OWFhYyNwyMjJi/PjxeHp6Mn/+fBQKBe3bt2fRokWMHz+eH374gcGDB6vxRkJBbtWqVUuuzKmNW0FBQXh7e5OUlETjxo1JTEx857n1OqGr4rO2lMQ7d+5w/vx5WrdurZHua2RkxI0bN7C2tiYjI4N58+axdu1aeXth2sQKhULu8z7++GNMTEyYOnUqrq6u2NjY6MyoyM3N5ciRI+Tm5tKxY0e8vLzYu3cvMTExnDhxgjJlyqj93s7Ojh9++IFx48axZs0aOXJIqVQSFBREnTp18PDwQKFQ4ObmRnZ2NjExMVSsWBFDQ0Nq164tGz/8/PwQRREbGxu5emhxuVnYnKyUW5rcgrx+wdTUlEqVKvH9999z9epVObK+MK2+/NyaMWMGPj4+TJ48mbZt2xbJrUePHhESEsIXX3yBl5cXy5Yt4+zZs6xevVotUwDyikf9/PPPvP/++8yZM4d169bJ9+B5udW4cWMePnwo86tq1aqF3W7g5XMLtPOroAGqJOsMQRDUrsvFxYXAwEBu3LhBnTp1cHV1pXbt2giCIDusKlasSJ06dcjKysLDw4OMjAz5vpqYmPDzzz/z6NEjtm3bppG6XatWLRYvXiwXI7K2tqZSpUqcOnWKx48fF6r3KDnazp07J0eIzpkzB6DQzA49PT25Hbm5uUyePJnKlStjYmLCgQMH0NfXp1WrVhr7hYSE4OXlRfPmzWUjYf73Jf991/V+vS48L79KUYqXjXfeKCgIggIYCvj+zyCoALYD2cAHwG5BEPaLonjwdbbzTUJGRgZhYWFUq1ZNzZAXGBjIpUuXZFHetLQ0eWCpU6cO8+bN48KFC/z2229FTvJ0TSgKQhRFfvzxR+bNm8cnn3zCihUrsLW1JTExkdmzZ/P06VPS09N59OgRV65cYdSoUdjZ2XHz5k0ePHhAdnY22dnZWFlZERoaKuvgSDokgM4iJqXagKUoLk6fPi2nxAAMGzaMtWvXvjUi/kVxvbj6o3fu3CEoKEhOAaldu7ZaH+Lv709SUhImJibUqlULExMT+vXrR2BgILa2tuzdu5eePXvy5MkTWRj96tWrXL16FYD3339fPpYgCPz000+UKVOGqVOnkp6ezpYtWzQmtnFxcRw8eBBXV1cOHDjAV199hYmJCT4+PqSkpDBjxgzc3d1ZsmSJ2rGXL1/OvXv3mDt3Lg4ODnz66afcu3dPzSCVlpbG+fPnMTQ0pGXLlmqGnczMTO7du6fWj0qT1QYNGsii4Y6OjlStWlWrTtC7gOL0oyXhV3BwMFFRUdStW1et0rW/vz/x8fHY2NjIC8+mTZtiZmYmc8vV1VVOj/Lw8ODKlStauQV5KSFSlE2XLl04cuSILJ0hQRRFNm/eTMuWLQkICKBSpUp06tQJHx8fFAoFX331FYaGhvz5559qRswRI0YQGhrK6tWrSUtLY+jQoZQtW/aFuFWnTh1UKhUuLi7Ex8dz//79d55bLxMl0VjOyckhOTkZU1NT9PX1uXfvHpUqVdKphyYtSHVFpLi7uzNgwADS0tLYsGEDkydPLpERNyYmhgMHDgCwY8cO+vTpw/fff6+m+VwQp06dwtTUlKZNm7Jt2zb+/vtvfvzxR50VjIcOHcqGDRtYvnw5I0aMwNTUlKCgIPz9/YE8HdimTZuiUCgICgri1KlTtG/fnqpVq3L//n05vc/ExIR69erJ721JuPk2z8mKy69XwS2lUomlpSWLFi1i//79JdY33rRpE48ePeLkyZO0bt2aadOmafSX+XH69Gkgr0+VCi316NGDYcOGaU15b9KkCf379+fPP/9k0qRJVKtW7YW4BYXr72nD6+JWSc9b8Lqk661bty6CIMhzlPDwcPk+ubq6yoY0Hx8f+b6WKVOGlStXMmDAAJ0aocOHD+eff/5h69atLFq0iK5du7Jp0yZOnz5N//79dbbz/Pnz8poQ8ozTklGwuDhw4AA3btzgjz/+kKMu82sC50dR7wFAdnY2UVFRODg4YGpqSnJyMkZGRoUax59He78UpXhb8c4bBUVRVAmC8BswQxCE7kAj4I4oitMFQegBfAiMEwQhVRTFM6+1sW8IwsLCuH37NqBeSKRevXrk5uZiaWlJYmIit2/fliuLJSQkMGfOHHr27Mnnn3/+0tqybNky5s2bR9WqVenevTsPHjzA3Nyc2NhYGjVqhCiKWFpacvPmTX744Qe6dOkih4+7uLgQExNDly5dCAoKklMrpAmEIAhaIwQllApcl6I4CAwMVDMIdu7cmWnTpr1VE4iiooaLG+0lGdiTk5MJDQ0FkI17kLdA0dPTo27dukRHR8v6Qb/88guurq6IosiDBw9o3769vE/Tpk3VPgti4sSJhISEsGXLFkaOHMnvv/+utn3nzp1kZWVhZGREWFgY3t7eeHh4EBAQwJYtWxAEgT///FMjxdvQ0JC//vqL999/nylTphAXF0f58uXx8/OjZ8+emJmZ4efnJ2umSpERFhYWAHIFY/j/ftTc3Jw2bdogiqLa5P5trkhdFIoTkV4Sfj1+/Jj4+Hhu3bqFgYGBbKiTomTc3NxQqVQ4OTkRExPDF198waeffoooioSHh9OmTRtatmwJFM2t7t27s2jRIsaMGUPXrl25du2a2nt99epV7t69K4+Jenp6ZGVlERkZye7du7l9+zYHDhzQujBduHAhYWFhbNu2DSsrK9zd3V+IW6ampjRp0gRRFClTpgwKheKd59bLREkiWuPj44mNjaVChQrEx8fLhdd0GfIkMX1d283MzGjfvj3Vq1dn79697N+/n3HjxhW77VIhtbJly5KYmMiOHTvYuXMnkyZNYu7cuVr3OXfuHAqFgl69enHhwgWaNWvG999/r1OnUF9fn6VLl9KpUyfmzJnD1KlTiYmJoWrVqhp6XrGxscTFxREbG4sgCAQHByMIAq6urmrGh5JGr77Nc7Li8utVceu9995j06ZN7N27t0RGwUePHvHo0SMgT8vtwoULXLhwgS5durB//36t85yzZ88C8P333xMYGEi5cuVYs2ZNodp+s2fP5tChQ4waNYrt27e/MLcK09/ThtfFrZKet+B1mZiY0LhxYzmVWhoX8t+n/DqNderUISUlhaioKKZPn46RkZGc4aKrfWvXrsXDw4OffvqJKlWqAHDmzBmtRkGVSkXPnj05duwYkMeZjIwMYmJiePz4MeXLly/2te7Zswc7Ozs+//xz2Ymgi0Ourq6YmJgU+syjoqLk98nMzIzY2FgUCgX29vY693mZmQ6lKMWbjnfeKCgIgkIUxWhBEOYCU8jTUZwEIIriQUEQHgDTgZbAO2kULKmnQ6peJX1KArYmJiY0adIEQRDkogFPnz7l559/5uzZs9SuXZsVK1a8VFHfcuXKYWtrS3h4OIMHD8bd3Z1PP/2U3r1706BBA5ycnEhKSiI0NBQPDw8EQcDExIQGDRogiqIcFaIt3PxFUepBKsWxY8fUvJ9fffUVffv2xcrK6vU16hWguN5sqfJhWloaRkZG1K5dW+M4rq6uBAQEyAYOyPPgOjo6ymkwElQqFYIgyFUQpb4oOjqaiIgIDh48yIEDB3j48CFGRkZaJ3c1a9akRo0aXLt2jWvXrslpxllZWTg5ObF582a5KmNB2NjYcPDgQXr16sWkSZPw9PQkMzOT1atXY2BgQFpaGmlpaaSmprJnzx6OHTvG9u3bsbKywsnJCZVKpbMaoKQDV9CzLX0vRWT/F1ASfrVq1YqoqCiMjY3VUnpNTU1xd3fH399fLYJOX18fGxsbDAwM5OJYoJ1b2dnZPHr0iKioKI4fP86BAwe4desWgiDg5OREbm6uWl9vZ2dHw4YNCQgIwNfXlyNHjsgVqK2trVm5ciXvvfee1mvR19dn48aNfP755yxfvpyqVatiZmbGb7/9hpGREampqTK/9u7dy5EjR1izZg0uLi7Pza382/5L/CoOShKxU65cOblIkcTB/IZfSdjf09NTrhodHx8vL6jzQ6lUEhAQgLu7uyxnUlLJierVq9OhQwdu3bpFjRo1MDExwcTEpNBFbLdu3fDy8uLp06c0a9aMtWvXoq+vX2jxkpYtWzJ06FAWLVpEVlYWFhYWNG/eXKO9TZo0wcDAgAYNGqCnp0dGRgaZmZlkZGT8JwtuQfH59TK5lZ6ezo0bN3B3dycmJkauXF4SWFhY0LdvX86fP4+ZmZnMLWtra539R5s2bbh//z6JiYk4OjqycOFCjSjrgqhQoQJz5sxhzJgxDBw4EA8PD1q0aFEktwAqVqzIrVu3NLKb/ivIyMggPDxcTjt1cXGhSpUq8n3KDxMTE7Kysli4cCHXr19n+fLlRRrqbG1t2bZtG99//z25ubk0b95coyCcBEEQsLa2pnHjxrI+YVpaGm3atCmxUc3ExIT09HTu3btH9erVSUtL48aNGzRo0EDDkCrpr0rvQcH3BP6/CrX0Kb1nheFtjk5+l9GsWbM34hgv8zhvAoTXLbD5b0AQBEEURVEQBDugG/A3kCWKoup/20cBvYAOoijmatm/IhANb64GSWFITU0lOTkZS0vLYnXKBTmRlpYm729iYiJPBJ48ecJnn33G6dOn+fzzz1m8eLHaQj8/0tPTdQ7WRWkK6unp4e/vz4kTJzh8+DBXr15FT0+Pzp07M2jQIExMTPD19aVp06Y0adKEa9eu0aRJE8zNzQs11pVkQZR/ISUds7j3tYBGhIMoijEF2vFW8+u/iJSUFMLCwmQNOoAWLVqwePFiAJ3vwatAYfx6ldwqbOzIzVXvRiVBbBMTE7y9vbl+/bo8WfXz88PV1ZXExERu3LhBmTJl+OabbzA2NubXX3/F39+fp0+f8vjxYx4+fEh8fLx8XENDQzp37kzv3r3p2LEjlpaWZGZmsmnTJhITE+nQoYMcqahUKvH29ubatWukpKTQq1cvmjZtSlpaWqH9hImJCdnZ2WzatIlVq1aRk5ODubk5ZmZmmJqaYmFhIVcC3bZtG+XLl+f333+nQ4cOOmUSRFEkKChI1vbJH5Gdv7/VFkHwbxpy3jZuXblyBT8/Pxo0aECzZs3k9OCsrCxSU1OpWLEigwYNwtzcnG3btnHu3DmePHnC48ePiY6O5vHjx/K5BUGgZcuW9OnTh27dulGhQgVEUWTfvn0EBATQtm1bWrRogb6+viyGf+3aNSIiIujcuTMdO3bEwMCgUE04lUqFqakpR48eZcGCBcTHx2Nubo6pqSlmZmZYWFhgZmaGkZER27dvJzc3l8WLFzNs2DCdKU+FcQveHH69Lm69CCRuaLuH+XUez58/L89D2rRpw6VLl7h+/ToNGzaUo1QlXLlyhfPnzxMYGMiePXuoWbMmly5dkseQxMREII/3f/75JyYmJlStWpWqVatiZWWlc1Gbk5NTqO6brm1KpbJQeReFQkH37t05f/48M2fOZNSoUeTk5BAUFERgYCDBwcEEBQURFhbGyJEjmTRpErdv3yY0NJQaNWroTGnWxbui1ija9ivlVh4uXbrEpUuXePToEdu3bwfyKkzXrFkTyItKlMa+gwcP8uzZM1xcXKhatSp2dnZYW1trbevzcgsotPCHKIrMmDGDX375hYEDB7JixQoUCgXBwcHcunWL27dvExQURHBwMG3atGH9+vVq211dXbXyq7A+raT8etH5/PPwuah9b926xd27d6lRowY1a9Zk6NChXLhwgdq1a1O3bl1cXV2pU6cOtWvXxszMjLlz5/Ljjz8ybtw4Zs+eXeg5C4s0z8nJKVJTUBvi4uJ4+vQp4eHh3Lt3jzJlytCjRw/5GqU+LSQkRDY+bt26Vc5Oa9WqlUagx8WLF2UDeJs2bTTek4I6vAXfszfFQfY29l1vGgRBeOnFY17FMf9tFNV3wTsYKfi/l8ZeFMUb/4sSVP3PICiIovhEEIRN//u/KSDN1pOBe8Cb0Su8ZLyop0OlUhEQEECLFi1QqVRcuXKFv/76i507d6JUKlm7di1Dhw5FqVQC8OzZM4YOHcqlS5fQ09NDT08PhUKBvr4+enp66Ovr4+TkxKJFizQiibRBoVDQoEEDGjRowPfff09oaCibN2/mzz//5MiRI9jY2ODq6krLli25du2arBHVrl2757pebdAWQl7qQfrvYseOHSxfvlz+v5ubmyy+XgpNKJVKYmNjZf2f3Nxc3Nzc5O1SdGFERATPnj3j6tWrXL9+nRkzZmBtbU3lypWpVKkSTZo0kf/t4OCAp6enLIqvVCrZvn07M2fOJDIyEoBZs2Zhb29Phw4d6N69Ox06dKBTp04lbr+BgQHDhw9n+PDhat8XXAB98803DBkyhK5du/Lll1+yePFiRFHk8uXLNG/eXM1YLEWt5Y9eg/+PEirtV4oHpVJJSkoKaWlppKenU7t2bZlbUipxxYoV2bdvH2lpaVy9epWcnBwGDhyIhYWFzKd69epRuXJlHBwcqFSpEvXr15cn3ZmZmVy6dIkpU6bg4+MDwKJFizA3N+f999+nW7dudOnSRWNRXhwIgkC3bt3o1q2b2vcFuTVlyhSGDRvGN998w/79+1m/fj2WlpYl4haUjlsvA9I7qivqytPTU+1TqoydP2onPT0dPz8/qlevzqxZszh16hTt2rVj586dWp1K27ZtY+LEiWrflStXjho1alCjRg2qV69Oo0aNtEZXlQQJCQmEh4dz584d7ty5Q2ZmJlOnTpWzLgwNDdm9ezfvvfce8+bNY/Xq1cTE/P/awsLCgjp16lCpUiWmTJlCzZo16dSpE4IgqKX26dKu/q/jZXKrZs2a/PHHH+zcuZMqVapw6NAhrdHFAQEBDB06VO07MzMzatasSbVq1ahevTru7u60bdtW5sHzIC0tTTZg3blzh9jYWEaNGiUbKSGvX42OjmbLli1cvHiRiIgIeTFuZGRErVq1qFmzJlu2bMHJyYkff/wRZ2dntcjpd51bBa9P0kh3cXFhzpw5/Pnnn3Ts2JFHjx5x5swZ2RArRbzfv3+fTz/9lIULF8r6zwChoaH8+uuv2Nvby/1KnTp1XiitOjExkXPnzuHv78/du3flZ5+Wlqb2u1OnTqnNCSEvNd7Ly4sPPviAnj170rVrV1q0aEHNmjW5ePGiWsRggwYN1DQHC74nBVHUe1aKUvwX8U5FCgqCUB04AVwURXFgIb9TAN8ASiDxf//+VhTF2zp+/9ZZ5wt7rlLalISMjAxZnNbY2FgeQJKTk7l48aIcgREZGcn58+d58OABJiYmdO3alTFjxsieuWvXrhEXF8f06dOJioqic+fOchRFRkYGhoaGckl6b29v0tPT+eKLL+jdu7fapKAgCg4eEnJycvDy8uLYsWMcOXKE7Oxshg0bRpcuXTAwMKBZs2YaExhJoF26Vl0o6DXSFilYXJRGCr6d2L17t9bvr1y5wpMnT2Sx5k6dOvHjjz+q/eZtihR8Xs+1SqXSuU9KSgqBgYGybqdCoeDIkSPExsbSpEkTNZ3B/MhfQbBr1650796djRs3ym2IjY3VWmH48uXLTJ06lcjISBwdHenbty9VqlTh5s2bBAQEEBgYSFpaGnp6etSvX5/WrVvTrVs3rKysyMrKKlSMvDAR6qdPn2o864yMDH7++Wc2btyIs7Mzo0ePJisri7p16+Lo6IijoyOGhoaFCseLokhMTAxKpRJnZ2e1NhTl0X6ZHu+3hVuRkZE8efKEkJAQ6tatS5MmTTT2S0tLkwvatGvXjjJlynD+/Hl5HNDFrbt37zJx4kQCAgIoW7YsH3/8MY0aNSIkJISAgAD8/f1JSEgA8oxwLVu25IMPPpA5ZWdnp/NakpOTdUZ6aeOWSqVi27ZtLFy4ECMjI7766iusrKyoV69esbglHUMXt6Bw/rxJ3HpevMicNysri+joaBwcHDTum7boqYyMDG7cuIGBgQGurq5qc47r16/j6+uLl5cXO3fuZODAgSxfvlyDg6GhoaSnp9OzZ08qVarEjBkziIqKIjIyksDAQJ48eUJMTIwcQS2dy83NjQ8++ABXV1eNdt27d49nz54RFRXFw4cPefDgAREREURGRsqRidKxVCoVNWvWZNmyZZiZmcl9d0xMDJMnT8bExITatWtTu3ZtXFxccHZ2RhAEMjIy6NSpE+Hh4Zw7d45q1aphYGAgV0QNCwsjJCSEWrVq4erqqnNepa0vUKlUxMXF6ayCGxMTk79P/1ejbQrjl7aq4RJeNrcCAgK4efMma9eupVmzZmzfvl0j8u/27dsoFAq+/PJLwsPDWbduHU+ePCEqKoqbN28SGxtLTEwMT548QaVSoVAoqFq1Km5ubnTv3h0PDw+NKvCRkZGkpqbKvJK4GhERQWxsrPw7KVDAwsKC1atXU6lSJXl8zszMZNKkSSQkJFC7dm1cXV1xdnamZs2a6OvrI4oiX3/9Ndu2bWPnzp107tz5ubgFmvzKzy2pAnx+FMYtUOfXw4cPdUYKFjxP/vtSVFtv374tX1+1atWIiYnBysqK06dP06dPHwYMGMBvv/2GIAjk5OQQGhrKvXv3uH37NsHBwZQrV45FixbJlc+lqsbffPMNycnJ5OTkqN0Xe3t7nJyccHJyonLlyjg6OlK5cmXZqZYfmZmZ+Pn5ceDAATliWOKOnZ0dDg4OVKhQgTp16uDo6IidnR3Dhw+nWrVqrF27Fj09PQ1nVnx8PH379uXy5cv88MMPdOjQgZs3b+Lm5qZWGCkjIwN/f38EQcDDw0PtnVCpVFrnctnZ2URHR1OpUiWt439h7yy8/Mj60kjB4uHjjz8G8nQnC6K4UX2FHaMkxyzJcV4n/lORgoIgVAOWA/OBvoIgfCSK4r4CvxHEPKgEQTgJrAcigdGiKAb/+61+M3Dv3j1ZnNbV1VXu5E6dOsXvv/9OcnIyfn5+KBQKWrduzdSpU+nWrZvGgiU4OJi5c+eiVCqZM2eOLPwOeR1Yfg9lYmIiv/zyC2vXruX8+fP8/vvvheojSZ/SICoIAnp6erRq1YpBgwYRFxfH119/zdatW3F2dgbyPEAFowXDw8O5ffs2oigWWpmvYEcvCEKpyGwpiImJkSOFJP2nI0eO/KtGwDcFhU2G7t69y/Hjx4G8BU1SUhKQN7l0dXWVJ18FPd5SwYXWrVtTrlw5fvnlF7XFUMEJfEhICAsXLuTcuXNYWVkxZMgQGjVqJE+sPTw88PDwID09HXNzc7y8vLh8+TLLly/nt99+o127dnTv3h0XFxed11MwXTU/cnJygDxD1cOHD3F2dsbY2JipU6fSrl07pk2bxrhx4/jkk09o0qQJoaGhiKJIzZo1C71/T58+5caNGyiVSvT19UssyP+2o6Tc0tPTo0qVKri6uuLh4YGBgYFWbnl4eDB06FCePn3Kzp071aLlCnIrNjaWZcuWsXPnTgwNDenZsyfvv/8+hoaG8jOsWbMmPXr0wNbWlsuXL3P58mW2bNnCxo0badq0Kb169aJ///460+kKu06JWxkZGTx48AA7OzusrKz47LPPaNmyJTNmzGDBggX07NmT+vXrF5tbcXFxOrn1LjmJXwWio6O5d+8egKxDmpSUxPHjx+nYsaOGlmxwcDAnT57EzMwMPT09NWeIg4MDU6ZM4eLFi8ycOZOJEydqfW4mJib88ccfxMfH8+uvv+Lq6ioXDvDy8pKNyunp6YSEhHDz5k1u3rzJli1b2LJlC2XKlKFJkyZYWVnx4MEDIiMj1dLkIa8KqZOTE61atcLCwoL69etTpUoVypcvz+XLl5kxYwYTJ05kyZIlchsdHBzYunWrWlvT09PlvtfExIStW7fSsmVLPvvsM86cOUNaWpos9F+1alVEUaRq1aolXnTHxcXJ0YmFFQl4m6CNW5DHr7Nnz9K2bVs1fhXGrVq1ajF//nyOHDlCnz59WLNmjVYnuKGhIZcuXcLX15cZM2aozYnzcys7O5uwsDCZW3v37mX37t0YGRnRsGFDnJycePjwIZGRkTx8+FBtzDQ1NaVKlSp4eHhQpUoVKlWqRJUqVXBwcODhw4d8++23fPfdd/z6669UqFABQRAwNjZmxYoVam1NT0+X5w2CILBs2TJu3brFiBEjuHDhAmZmZiXmlnSs/HjV3JLO9zznkfbNf30xMTGEh4cjCAIjRoygfv36LFu2TH4PDQwMqFGjBm5ubnz00Ucax8zJySEuLo7Ro0eTnZ3N+vXrcXBwIDo6Wn6eklH30KFDanIYenp6akbCiIgIfHx8yMzMRE9Pjxo1atC7d2/c3NyoXr26/PyUSqXa+nDUqFHMnTuXa9eu0bZtWw3DqK2tLUeOHOHLL79k9uzZREREMGjQINkpKOHu3bucPHkSQOamhJSUFE6cOEGnTp3UgkWk904Uxf/cPOttRn4Zodd5jJd5nDcB74RRUBCEGsCvwHpRFHcIgpAGOP9vm56kEyj+bxYkCIKdKIqhgiB0AXJFUdQt+vOWozii4lJH6OLiIi+knj59yty5cwkODqZBgwYsXryY3r17Y2ZmptWbcv78eaZNm4aJiQmLFy+WDXO6ULZsWWbNmsWZM2dYvnw5HTp0YPLkyQwfPlxtAZWens7Zs2c5f/4858+f5/Hjx7Rr14558+bJaYOQVxBgyZIl1K9fHz8/P0aMGKE1GqlatWqoVCoqVKhAdnY2T548AfIGZX19fXJycoiPj8fGxqbQCKFS/Lfg6+tLQECARtTq33//jaOj42tq1cuHrv6ipEV1atasSfv27eVjPHr0iAoVKshpZLGxsVhbW8uVzlNSUnj27BktWrRg7ty53L59m927d+vUNHrw4AErVqxg7969WFpaMnXqVCwsLChbtiwRERGytEHjxo1p0qQJZmZm1K9fn/r16/P1118THh7Ovn37OHr0KMeOHeO3335j0KBB9OrVS2tapUqlIikpiSdPnhAREcG9e/e4d+8eoaGhREVFERcXB+RN1teuXYuTkxONGzfGx8eH77//nj/++IPHjx+zfPlynUVN8sPGxgYPDw+USqWGJ/5txavmVvXq1VEoFCQkJMiVpgtya9++fezatYvp06erLUryIykpid9//52NGzeSk5PD4MGDqVKlCvb29sTHx7N7924ePHiAu7s7zZo1w9bWVtZ4+/zzz3ny5IlcAGfSpEksX76czz77jAEDBmgV2xdFkeTkZOLi4oiMjOTevXvcv3+f4OBgHj58yKNHj+SiWStWrKBZs2ZUqVKF06dPs2zZMmbOnImPjw9//vnnf5Zbz4vizI/y/0bysufztnP8+HHOnz8vG47zo3bt2iiVShQKBbVq1ZK/Dw8Pp0ePHkRERLBhwwb69u2rs42xsbFs3LiRLl26aKTX5YepqaksswJ5ms9paWlcuXKFK1eukJaWhpOTE40aNcLc3JyaNWvKqfOWlpbyce7fv68WOd2qVSumT5/O7NmzmT59OsePH9eIDtMFR0dHNm7cyEcffcTo0aPZsmWLfP+ys7OJj48vcq6oDTY2NmqfbyKKW9BH+l2FChUAdW5BHr98fX3Jycnhk08+kb/Xxa1nz57Rt29fTp06xdSpU5k2bZrO82dnZ7N06VJcXFzUjl0QBgYGcjTop59+SlJSEtnZ2Vy5coXLly8TEBCAo6MjtWvXpnHjxtSsWZNKlSpRuXJlypUrp3b+/IVsXFxcWLp0Kd999x1jxoxh9erVOttQEJLRuU2bNgwYMIDz589TtWrVt4ZbL3IeqaiGs7MzDg4OKJVK+vXrhyAIbNu2rUQpsfHx8YwZM4a0tDRWrFihth50cXFRW++Jokh8fLwcYXznzh2ePXtGZGQkvr6+ODg40LdvX5o3b05ubm6xI9n69OnDX3/9xeLFi2nRooXW3xgbG7Nx40aqVq3K/PnziYmJkXUyJdSoUUOeG+SvuAx51dbPnTsHoNbfSu9bxYoVSUtLK/b7WlqoqxTvIt56q8f/tAGnAZdEUdzxv6/vA6MFQTgkiuLdAr/vBQwSBGGcKIrh/3Jz/3Xk18LLrwuRk5NDQkIC5cqVkzUp7t69y9WrVzl06BCHDx/GwcGBAwcOqGlwpaSkaJxj27ZtfPvtt1SsWJG5c+cWe5ATBIF27dpRp04dNm7cyKxZszh69Chr167Fx8eHnTt3cunSJTIyMjA1NaVFixZ07dqVLVu28PHHH7N+/Xo1g0yVKlUYPXo0S5YsYeLEiVp1MIyNjalatSrJyclyefqMjAw8PT2pUKEC8fHxPHr0CECtIldppeH/Li5duiR7rWvWrImdnR2GhoaEh4e/c57F9PR0kpKSSE1Nxc7OTp70aNPU1AbJqeDi4kKDBg24fv06dnZ2uLm5Ua9ePTIzMzl58qTsGZeig8PDw7l+/TpBQUEsX76cwYMHa9X+S0lJYebMmezevRs9PT2GDRvGyJEjKVOmDLt372bnzp2cPXsWS0tLbG1tOXDgAAcPHqRatWqkp6fTtm1bBEGgatWqTJgwga+//pojR47wzz//MHHiRGbPnk3nzp1l77n0Fx8frxFJZmtrS6VKlXjvvfdwdnbG0tKSpUuX0qtXL/744w88PDywsLBg1apVNGnShOHDh7Nz505mzZpV5HOQPPDFRf4K8YWJvL9OvGpuGRgYcP/+fY4dO0aXLl00uBUfH8/YsWPx9PRk/PjxGsfPyclh3bp1/P7776SmpvLBBx8wfvx4HB0d2bNnDxcvXmTXrl1AHm/PnTvH6dOncXBwoF+/fvTo0QNDQ0Ps7OwYNmwYgwcP5uLFixw9epSFCxfy888/06FDB0xNTWVePXnyhMTERI2Kr1JalqenJy4uLjg4OLBmzRoGDx7M/Pnz+eijj9DT02P8+PG0adOG999/n/nz53Pw4MEin8O7yK3nha75UX4kJycTERGBk5MTlpaWVKlShfT0dPT19REEQe6n2rZtK+8jyZTY29uTlpZGbm4umZmZPH78mMOHD/PTTz+hUqk4fvy4Ts0rCcuXLyc3N5exY8eW6NrKlCnDe++9R/fu3TW23b17t8hqsPnRvn17MjMzWbBgAYMHD2bbtm3FXhC3a9eOGTNmMHv2bFq1asWoUaOAPBkOb29vAJ2VTHVBT09PHkPe1EV6cbiVm5tLZGQkBgYGlC1bVoNbkCdPYmhoKPOrMG5duXKFRYsWERoayrp16xgyZEih1aT37NnD/fv3WbVqlVZnvy6YmJjQokULNc5LKCm3atasyeLFixk3bhxjxozh6tWrxc68cHZ25o8//uCTTz5h3LhxbNiwAXhzuZX/ePnPU1L4+PioXd+SJUu4desWe/bsKZZjSEJKSgrjx48nLi6OX375pVAZJ8hbs9nY2MiOpYSEBJ2G18uXLxe7HQYGBkyYMIGRI0eya9cupk2bpvV3CoWC2bNn4+zszDfffEObNm3Ytm0bDx8+pHr16lhZWREfH4+JiQlKpZKIiAhcXFwwMjKibdu2ZGVlqc0rVSoVWVlZVKlSBaVSSUJCArGxsVSpUkXnWFec97oUpXhbUSKjoCAInYEBQCOgPKAAYoEbwDZRFPe/7AYWA7nAGSDgf20URFG8LAjCTvIMg5NFUVTm+/0z8nLyMzUP9e5Bl6h4QkICjx8/BvI0j2JiYjh8+DBXrlzh0KFDfPrpp6xcuVLNg1wQ2dnZzJgxgzVr1tC6dWtGjBhRZHl3bbC2tmbTpk3s3r2b77//nubNm5ORkUHlypUZMGAAzZo1o1GjRhgaGpKRkcHNmzfx8fEhJCREI0rrgw8+YMmSJezdu5eaNWtq9WhLXjQbGxtycnJITU2V748UmVTQsFnchWsp3j2cPHlSTrVKSkrCzs6Ojz/++J0zCEJeP5GamkpOTg7p6enypKe4xQnCwsLw9fUlNDQUCwsLrl27RuXKlenSpQsmJiacOnWK27dvk5WVRdOmTdHX16du3bpUqVKFjIwMJk6ciJOTEz/99JPGse/cuUOfPn2Iioris88+4+uvv1bTa1OpVFy9ehUTExN++OEHzMzMiIuL49q1a1y+fJkpU6ZQq1Ytvv76axo3bowgCJiZmdGjRw8mTJjA9evX2bx5M6dPn6ZMmTLY2NhQpUoVGjRogI2NDeXKlZO/c3FxwdLSkkePHqmlorRo0YKPP/6YTZs2qUUqDxw4UI7sGjdunFqU88uAUql84/unV80tyONIeHg4wcHBVK1aVeaWvr4+ixcvJjMzkzVr1mhEgSckJDBixAguX75M586dGTNmjMYCydvbm6ysLKZMmUKVKlVITU3Fx8eHy5cvs2TJErZu3cqwYcNkLV19fX3ee+89Bg8eTFhYGFu2bOHgwYMYGhpiY2ND+fLlqVatGhUrVpT55ejoiIuLC9bW1jx+/FiNW+3bt2fQoEH8+uuvamlgnp6ezJ49m8mTJ+Pt7a1VT/FF8DZw63lRHO6lp6eTmppKeno6lpaWpKeny85RMzMzrKys+PTTT9VSJu/du0dISAh+fn5cuHBBdsKGhoayatUqrK2tOXz4MNWrVycjI0Pnubdv387+/fsZNmxYobqn/wa6devGo0eP2Lx5MxERESWKwho/fjynT59mxYoVslHQ09MTpVIpO1yfd4H9pi7Si8OtuLg4EhMTKVu2LKamphrcArCysqJHjx6yMzo/t65evYq+vj5BQUFkZ2ezdetWeS5fVKG9Gzdu8Msvv9CsWTOtxr1/E/Xq1eOHH35g6tSpnDhxQtboKg46duzI119/zerVq1m6dClly5Z9Y7n1Mo6Xnp6OSqWiXr16eHp6kpiYyKZNmxg5ciQdO3Ys0bGOHz/O/fv3WbBgAfXq1Xuu9rwsvPfeezRr1owlS5bQrVs3nZH8AEOGDMHR0ZFPPvmEPn360KFDB8LCwhBFET8/P0xNTXn69Kn87tWuXZsyZcpoRGQXfN9iY2NJTEzEzMxMp8G2tFBXKd5lFMsoKAiCCbAZsANOAgfJq9irAsoALsBXgiAMB/qLovjs1TRXrU0W5GUEpwqCsDOf4U8ARPIKjgwHDACllEYsiuJpQRCuvMspw/kh6XM8efJETZRZMt5JnxUrVqRChQpyGtycOXMKNQg+fvyYoUOH4uXlxVdffcWcOXO4dOlSsdqUm5tLRkaG2qAoCAK9e/fG3t6eJUuWMHDgQDkaQtIjS09PZ8SIEfj5+TFlyhQ6deqkoYG0f/9+9PX1iY+PJzAwkOTkZARBoHXr1vL5FAqF7PmrVq0aKSkp8sRBX18fe3t7Da9g6UDw38S2bdvk4gKQx/tBgwYV+m68zRAEATs7O9mbLUGhUBTLIFCtWjUCAwPlFPyWLVtSpUoVuZ9p2rQpCoWCJk2aqBlmTE1N2bhxI0+fPuXUqVMakQLHjh1j2LBh6Ovrs3XrVq2GDz09Pfr168f69es5e/Ys3bt3x8bGhm7duvHee++RkJDAH3/8wXfffUfjxo354YcfZOO/IAg0btyYxo0baxy3ME3BgqhcuTK1a9cmOjpaY9vIkSPZvn07f//9N7Vr16ZJkyYvpEWZnZ1NVFQUlStXfisq6b1qbkGeUVYQBLUUJAsLCy5evMiFCxdYu3athrEvKCiIfv368fDhQxYtWkTv3r21nr9v376yTtfXX3+Nubk5bdu2pWnTpgiCwJo1a5g7dy5bt25l9uzZ1KhRQ63ts2fPZvbs2WrHjIuLK3Y1TwsLC5o2bcrGjRs1ola/+OILfvzxR7Zu3UqdOnW4evUqLVu2fG5+vW3cel5IjoHCYGdnh0KhwMbGBlEUUalUmJmZFToXkBxG9vb2JCUl8fjxY9kgbWVlxcmTJ4uUnfDz8+Obb77B09OT0aNHl/ziXgEaN27M5s2bCQ0NLZFRUKFQ0KFDB2bOnClnqJiZmWFtbc2NGzcwNzfX2vcWBinqStLKe9PmZsXhVsEU0pJyy9bWlnv37pGcnMyOHTuIioriyJEjRVZBf/LkCZ9++illy5Zl4cKFb0SEpRQxe+fOnRLv26lTJ1avXo2Pjw8dOnR4Y7klHcfY2LhYqaraEBQUxN27d/Hw8MDMzAwvLy8ArZkVRUG61/mLdbwuCIIgj799+vTh0qVLhRbpateuHYcOHaJr166cO3eO2rVro6enR926dalbty6enp7ExsYW6rw3NTVFpVLJ42mVKlUwMzMrNNutOO91KV49inJ6/FvHeJnHeRNQ3EjBmcAmURSPFvKbRYIgtCKv0Mc3L9qwwiAIQnlgG/CnIAh7RFFM/t/3giiKKgBRFG8JglAWmEdeIZHcfIVG/hMGQQn5BW2lRZmJiYnc4aakpHD16lU6duzI5s2b5SqZunD+/HmGDx9OSkoKa9asKVQPpyAiIyOZN28eMTEx/PLLLxpVplq3bk3r1q019hNFkdmzZ+Pn58fixYvp1q2bxm9yc3PZuXMnHTt2pGfPnqSnp3Po0CFEUcTU1FRrGoFCoSAjI4PY2FgUCoVO71BxF66leHewceNGUlNT0dPT4+nTpwCMGTPm9TbqX8CLTHqMjY358MMPCQ4OplatWhqGBHNzc9577z2N1Ix58+Zx4sQJ1qxZo+YhFkWRJUuWMGfOHNzc3Pj5558LXYw2atSIW7duceTIEWrXrk3VqlWBPINh9+7d6dixI/v27ZM1BOfNm6emx/QyUKFCBS5cuKC1bdWrV2fXrl107dqVhIQELCwsntt4ExUVRVhYGJC3UCzqmb0JEgivkluQx6/OnTurfXfo0CEWLVrE8OHD6devn9q2AwcO8OWXX2JhYcGff/5ZaJSdg4MDH330Ebt27eLixYvyOCUIAk2aNKFx48acO3eOn3/+meHDhzNx4kStqZsvgooVK5KdnU1cXJxampilpSUffvghu3btokePHpw6dQpvb2/GjRv3n+HWq0L+NL/U1FTS0tKwsLAodDFvZGRE7dq1gTyD7fHjxxk5ciTGxsYcP368SINgbGwsn376Kba2tixbtqxEqZ2vElK779y5o/GeFQXJ8ODt7S3vW6dOHSCvwJ2UsaGLPwVTOd/UCMGS4EW51bFjR6Kjo+nZsyd3797l4MGDRRoEs7KyGDBgAHFxcWzYsOGN0WU0MTHB3t7+uYyCko7mtWvX6NChA/Bmcksa/9LS0tSOX5w0ZamPlbTypOu7du0agiDI96AkuHPnDuXLl9dahOZ1wMbGhpUrV/L5558zYMAAjh49Wmjf17JlS/bt28eHH37I+vXr+fnnn2nYsKE8Nygqc02hUKBQKEhJSUFPT6/QCMFSvFmYMWPGG3GMl3mcNwHFNQrOFkUxragfiaJ4URAEvxdsU3FgAFQEegAZ/9MOTM1XSETxP+PgGGCeIAguoijeEwuGlb0FKKzJhZVKl/bLysri0aNHlCtXDmtra7Vwaclr5e3tjY+PD2lpaVy6dIkvv/yS2NhYjWPm5uYyefJkdu/eTYUKFZg9ezZWVlb8888/QN4Ao2sAjYqKYtu2bVy4cAFDQ0P09PT47rvv6N27N3Xq1Cm0qIednR27d+/mwIEDfPPNN3Tu3FmO3snNzZWrNJ4/f57o6Gh+/PFH6tevj0KhkO+Rp6cn6enp3L59G1dXV4yMjOQJgpQybG1tLd+3N8FzWopXjwkTJmj9/saNG1hZWZGamip/V5gQ938R0ruSkJDA4cOH6d69O+XKlcPExAQ3NzedE/DMzEy1bUePHmXWrFn079+fzz//nIiICCCv7/r+++85fvw43bp1Y9asWSQmJsrRzAWRlJQka8bcuXOHTZs28e2336Knp0dsbCwPHjwA8iaCffr04eDBg3z99dd069aNL7/8slAxdl3IyMjQMFKWLVuWJ0+eEB0drVGNtHfv3vz00098+eWX6OnpcfnyZTVdMum+auv3Cy4aJF24ypUrq1Vo13Xf3yYJBOl60tPT8fLyokyZMri5uRXJLUAtHfP+/fsMGjQINzc3Fi5cSEREhGyQXr16NatWrcLNzY1ly5bJOpLaIHHLzc0Nf39/du3aReXKlSlTpowatyCvnzh8+DBz587l4MGDzJo1S+fC5unTpxocyX8dBbklGfhu376tFokI0KtXL3bs2EF0dDTlypUjKSkJLy8vjQiSwrgl4V3mVn7k5uYSFxenlkWRX0OxYJ9gbGwszylu3bpFxYoVMTY2JiIiAkdHR62G6piYGEaPHk1ubi67d++Wda8kxMbGqt37rKwsBg4cSHx8PNu3bycxMZHExESt7X/06JHaGJUfz549k/WRIyIiiI2NxdjYGCMjI1kbzNjYGBMTE/k7UK8grA1ly5bl1q1bPHummRCUnp6uk8+urq4IgsDVq1dlw42RkRENGjSQU7RFUdTJn4KGmsKyN96Eqb42boFufmnjlpWVFVlZWURERFC5cmUN401qaiq9evXi1q1bbNy4ETc3N41KmAV1wH/88Ue8vLxYunSprI2sDcXl1tOnTwkPD8fIyEhun62tLcbGxvJffj4VFv1Vvnx5bt++XWJumZiYUKtWLby9veW1waviVkmgi4cFj18cI2RaWhopKSmYm5vLBsDc3Fy8vb2pVasWxsbGOucqz549IysrS+P74OBg7Ozs5GepDfnXgiqVioyMDDIyMlAqlcTHxyOKIhkZGWRmZlKtWjVZTzIuLk7ns87JydGZbWNiYsK8efMYP348X3/9tYYGc0Enl4eHB+vXr2fIkCFMnDhRZyEkpVLJgwcPcHFxwdDQkKSkJGJiYnBxccHc3BwTExO15yWKotb3VNd7XYpSvAsollGwOAbB5/ntC6A2sIU84+AwAMkw+L82SLk1GeSlN7sD9/6Fdr1REASBO3fuEBISQp06dahSpYo8OJuYmMj/btiwIU+fPiUiIoKcnBzat2+v0dlJJesvXrxIs2bNGDx4MMbGxmRm/r80o0ql0qicBnkLqm3btvHkyRMcHBxo2bIl2dnZHD16lD179mBkZKSz4hTkDYbz58+nffv2LF26VK1tOTk58oJr9+7dmJub07t3bzltOv+C6Pr169y4cQNRFPH09JQ7eillOL+3rhT/LWRnZ3PmzBk5EiIhIYGEhAT8/f0BWLhw4RuTwvWyoc0Ylj/yR5exTPp+//79nDhxgpycHIYOHQrkRUDo2k+hUCAIAikpKRw6dIjJkydTu3ZtVqxYgUKhQF9fH1EUmT9/PsePH2fixIkMHToUQRDIzs7WGdnw3nvvqckijBkzhtTUVDntM/9kW09Pj27dunHx4kUOHz7Ms2fP+O6777S++4UtkA0NDTU8y5KxJjMzU8PZIbUlKCiIKVOmyAWUinJCSAsC+H+ji4GBgVpqTFGT1dchgfCi3PL29ubw4cNYWlpiampKvXr1CuWWtG9KSgrnz59n/vz5iKLI33//LY95+vr6bN++nVWrVtGzZ0/mzJmDoaEhCQkJxeKWm5sbvXr1Ijg4mFmzZmlwC+D999/Hz8+PmzdvMnnyZKZOnap1gfTs2TOd0QzauCVFiaSkpGhwq127dpQvX559+/axY8cOLl26VGJumZmZIQjCW8Gt50X++5E/i0IqLJZfQ7Hgc9XT08PCwoJbt27h7+8vi9rfuXMHURQ1Kl5GRUXRqVMnMjIy2LNnj4YhF/IWn/nv6dy5c/H19WXZsmXUr1+/0AV7pUqVdGoNHjlyhOTkZI4fP05QUFBhtwR7e3smTpyIlZUVenp6cpEebahevTr37t3TauguLPXV2NgYV1dXrl+/rtXYKgiCvG9OTg7x8fFYW1vLRTfyc0wQBARBwNzcXKvhRalUanz3b0G6Nm3cAt0GIG3catCgAaGhoTx8+BCVSiVHCELeNX700Uf4+/uzbt062dBaEPm5tX37drZt28bw4cP56KOPuH37tk75gqK4lZ2dzdmzZ7l69aqGnEF+mJqa8t1338lR+4Vxq0aNGhw9elSt0IqEwrilUqlo1KgRx48fB9Awtr5MbpUEunhYMPNIW/9ZsJ1Sqmt+I5Uoinh7e9OlSxe5eIk2ZGVlaYwXoigSHh5O165d5WejDdLYEBYWxrJly0hL073EVygUNG/enHbt2mFoaKjRH0qQAlW0QTJ0BwcH88cff1C3bl21bDRt41nHjh1Zs2YNw4cPp1evXvz2228aWWhRUVHcunWL9PR0atWqxc2bN3n48CGCIFCnTh2N4+pydOl6r0vx76JLly5AnrTQ6zzGyzzOm4Dnqj4sCMIBURQ/fNmNKQGuA1dEUUwRBGEeMPR/7ZINg/9LFU4XBGEF8PQ1tvWVQpcuhWTgkgZgaTKaX09PQlZWFrVr1+a3336jXLlyGmHoV69eZeTIkSQlJdG/f386duxY7Ei669evs27dOtLS0mjatCm1atWS9+3YsSPHjh1j9+7d9OjRQ+vkJCUlhVGjRmFjY8PmzZs1Br2MjAz27dvHli1bOHnyJAMGDJA78IIDuhRuL31KkBY8xsbGpKfnZZZLos/vYjpUKdSRnZ3Nvn375ElD5cqV5ehRyEvPKKkmzduOkkT+9OzZU+2zOMjNzeXAgQOsXr2ajIwMtm3bprZA2rZtGzt37uTLL79k2LBhJW5/69atady4MWvXrqVr165af2NoaMj7779PaGgoXl5eREREMG3atCJT+4pCxYoVAbQu5itXrkyrVq3Yvn078+bNkycTkGdEvHv3LtWqVSMnJwc/Pz8aNGhQ7MiFuLg4Hj58SFpaGs7Ozhp9tLTQkfC6Uj5Lwq3GjRuTmZlJmTJltBpUtCE3N5djx46xYMECgoOD2blzp1rEnY+PD3PmzKFVq1b89NNPJfb2V6pUiQEDBrB582ad0hkKhQJPT09sbW25evUq3377LZMmTXquFK/8KIxbenp69O7dm99++w2lUqmVW9WrVyc7O/ud5VZJUVDTDZCzCLRFm0ioVq2a7ASVIr8KLhAfP35Mx44dSUhIYMeOHRrzjvzIyMjgn3/+Yfv27Xh7ezNixAh69Ojx3NelVCq5fPkyN27cQBAE2rVrh7u7O1lZWXKl2goVKqBUKklLS+Pw4cMsX76cyZMnF/m8qlWrxunTp5+rXY0bN+bgwYNqWS5paWncvHlTLQI4Pj6eyMhIQkJCaNKkSYn1LN8E/Utt3JL0y6TIJG3Izy3Ii7pTKBRqfVhmZiaffPIJFy5c4Ndffy1UpiA3N5dLly6xY8cOTp48SatWrZg0adJzX1dubi6BgYFcvXoVpVJJw4YNadmyJSqVSuZWxYoVUSqVKJVKzpw5w8qVK3U6RvKjSpUqpKWlyfwsCRo3bsyff/7JgwcPqFKlivx9RkYGfn5+NGzYEHNz8xfmVknwvMfOyMjg2rVr8v729vakp6fL74k0V4qMjOTp06fPNT999OgRaWlpxZrvxMbGsnz5crkwm7GxMaampkRGRuLo6CgbXi9evIiXlxc3btzg/fffp0mTJs8dTTd58mRCQkKYPn0658+fp2/fvoWmxn/wwQesXLmSUaNGMWbMGPbu3avWh0vckiIZ69evj7W1tU4jtYmJify+qlQquW/S9l6X4t/Hy3D8vCzn0et0Qr1sFGoUFARhqravyYvUe20QRTFREAS9//17miAIc8gzDAr/MwymSKnCoihefZ1tfZXQ5nGUDFyGhobEx8djb29fZFUpa2trcnNzCQkJoUuXLnInLooiq1atYtGiRTg6OrJlyxbCw8MRBIGcnByOHTvGs2fPMDU1lY1oSqUSKysrTE1N2b9/P2fPnsXZ2RlPT081DSTpvB06dODEiROMHz+eX3/9VW1hIkULRUZGcvr0abkzBwgNDWXlypXs3LmTpKQkHB0d6du3L0uXLtV5naamprKujZSiJ93Dx48fU758eTki5W1NhypFySAZBB8+fEjHjh25c+eOnL5qbW3N8uXL/3MGQShZ5I+1tbUcIVhcREVFcezYMfz9/dm9e7da8Qdvb29++ukn2rZty3fffVeyhv8PgiAwbtw4+vXrx++//17o7xo2bMgHH3zAwoULGTt2LF988QX29vay7k9CQgLPnj0jKSmJzMxMWfJAFwoz3AD069ePr7/+Gi8vL7VJ7t27dwkKCkIQBOLj4/H29gagVatW8m9ycnJITEzUGrFVrlw5njx5gp6eXrEqLr6uPq4k3DIzMyuxdlliYiInT54kODiYH3/8kQ8++EDe9ujRI0aPHk2lSpX4+eefn3vB8sUXX3DgwAGWLFlSaJRFlSpV6NevH3PnzmXGjBn06dOHevXqyTIe0nialJRESkoK7733Hu+//77O41laWmJhYaGTW3379mXlypX8/fffau+OxC3Ii4J+V7lVUujr62sY8zIzM2UDhy5ZE2NjY+rXrw/kGXo8PT3VFqDx8fF06tSJmJgYjh07phG1IiE8PJwVK1Zw9OhRkpOTqVKlClOmTOGLL754rutRqVScPn2a9evXk5CQgJubGx07dtSodm5kZISbm5v8/0qVKrFy5UrWrl3Ll19+Weg5qlevzrZt20hOTi5xwa3GjRuzceNGQkJC5Kg3f39/AgICyMnJkXWfra2tCQkJISYmhrCwMPmdKS6n3gT5F23cUiqVpKamYmlpqdP4WpBbCoUCBwcH+Z3Mycmhf//+HD9+nN9//12nQTAuLo5Nmzbx119/ERMTQ7ly5RgyZAijRo167n7P39+fNWvWcO/ePZycnOjWrZuG8c7Q0FCNW/Xr12f+/PksX76cKVOmFHp8yZh39+7d5zIKApw9e5aBAwfK9/fmzZtyf9emTZsX5tarQMG1XFhYGDExMVSsWFF2UPv6+hIYGIgoinJm1dWrecvb55mj3r17F0DNgKoNqamp/PLLLwCMHTtWjdMqlUrNqNirVy+aNGnC4cOHOXToEEFBQXzzzTeFVhLWBX19fVatWsXKlSvZs2cP//zzDxUrVuSzzz5j8ODBWo1yn3zyCQYGBowYMYL+/fuzY8cOuQ83NjamYcOGsrPKwsJCvrfaIkIlvcHk5GS1yE5t73UpSvGuoKhIwTHABPIMgfmRqfnTfxf/KxyiEEVRJYriDEEQ5gJfAPH/K0SSLYrittfczFeG3NxckpOTZYOcBCm0uaDuQv5qgtrCyKdOnUpcXBwfffSR/PtJkyaxa9cuPvjgAxYtWoSFhQXh4eGIosjmzZu5cOECRkZGainEBw4ckP8tCAIffvghvXv3ZufOnVqvw97ennbt2nH8+HF8fHzUioycOnWKCxcusHDhQpo1a6a233fffYeXlxctWrSgXr16tGzZknbt2qldd3p6Ojdu3MDT01PrIkYaiE1NTalYsaLaYuhtSocqxfMjJiaGqKgoXFxc5AI7GzZsICUlhZ49e/Ltt9++7ia+FrzqwjrXr19n79699OzZUyOSb/v27eTk5DB16tQX0myxtrambNmynD9/XqP/KAh3d3dWrlzJTz/9xKpVq9S2CYKAhYWFrAUm/UaXvlGFChUwNDTk5s2bWrd3796dSZMmMWnSJM6dO4ehoSGAbDioWrWqPFGXIsskI1JGRoZcjb1gamlWVhblypWTU42Kwuvq4141t8qWLcupU6dwcnJi8uTJatuOHz9OQkICM2bMeKEK4kZGRlSqVIkbN27I+nu64ODgwC+//MLKlSvZsWMHO3bsUNtuZmZGmTJlyMjIYMWKFTg4OGhUSM4PJycnndxydXWlQYMGLFy4kD59+sgLa4lbUqQgaOeWtDB9W7n1MlCSasupqan4+vrSsGFDNSPP33//TVBQEEeOHKF58+ZyoSoJKSkp/Pzzz6xbtw5BEOjcuTN9+/alSZMmJYqsFEWR1NRUEhISiI6O5q+//uLOnTvUqlWL9u3by8alolCvXj169erF7t27efDgQaH9peRkXrVqVZFGnoKQjNDjxo1j9+7dmJmZ4e7ujkKhUDMk6evr06RJE8LCwuRInreZUxJeBreuX7/OgQMHmDNnDkOGDNHgVk5ODps2bWLRokU8e/aMli1bMnXqVNq1a1do9Ks2KJVKEhISePr0Kfv27ePKlSvY29vTtWtXmjVrVizjq729PV9++SVLly7l+vXrao6IgqhatSp6enqsXbuWFi1alGj8r1evHlZWVixatEjOSoI8o2ROTg4NGzYE/l1uFTeCqOD5pXZVq1ZNXq81bNgQPT09+T158OABs2bNwsrKinr16pUo1Tk3N5e1a9eip6dXaHVeyHPSxsbGMmnSpGIZwxwcHBgxYgT+/v6cP3+eCRMm0KJFCz766CNsbW2LLP6RH5aWlkybNo0JEyZw8uRJduzYwaJFi1i7di2TJ09m8ODBGuvZL774gtjYWGbMmMH58+fVKsNK79HFixflyNHCIL2nb3OfU4pSlARFGQUDgFOiKMbk/1IQBM3ysK8Boiiq8lUUni4IwnhgLZAA9H/NzXuliIuLk8P0y5QpI0e95dfUysrKkju1qKgoWVBYSkMQRZGQkBDGjx/PP//8w+zZs/noo48IDw/nyy+/5OzZs4wbN46xY8eqDf7Hjx/nwoUL9OjRg48//lhOnwkJCcHGxoakpCQSExNxcnIqdHEjITk5GUEQ1PQnMjMzZV0IbYaZtLQ0WrRowRdffIGvry8nT56kSZMmakbBwMBALl68SHBwMAMHDsTU1JSsrCyio6NxcHBQG4gLetJLqw3/N+Do6IiNjQ337t3j6NGjxMbGoqenR4sWLWRjzbuEfzutT6lUcvPmTerXr6+2EOratSvt27fn8OHD3Lp1i7p168rbvvzyS06cOMHixYtZuXLlc0V9JCYm8tVXX6FUKlm6dGmxtD5sbGxYuHAhISEhsvHD0tISExMTeXHy4MEDxo4dy8aNGxk7dqzW4xgZGdGlSxcOHz7MkiVLNCaU5ubmrFixgiFDhjB27FjZCGlkZETVqlW5desWrq6uaosn6RjW1taYmppq9ZIX1EXKj/x6qdJzfxV93JvALz09Pb799lumTp3Kjh071FJ8e/XqxdatW1mxYgXvvffec6V3ZWdnM3nyZAIDA/nhhx8ICQkpch9jY2MmTJjABx98QG5urhyp8OTJE9lgl56ezqhRo1i9enWhEe89evRg3rx5BAUFaY1YXblyJR06dODTTz/l9OnTGBgYYGRkRN26dVEqlQQHB+Pp6amx4HnTuVVcvCgHFQpFsSuO+vr64uXlRUhICAMGDJDvk1RwQZumlre3N0OHDuXp06f069ePoUOHFlpRXUJaWhp//fUXUVFRxMXFyX/5CwjY2NgwadIk3n///RLrG0nPvahKx23btqV///4sWbKEGjVq8PHHHxf7HLVq1eKPP/5gxIgRDBw4kD179mBmZibLBEiFDCRu5x8X3oQ52b/NrevXr8sGeaniemHcio6OZsCAAQQHB9O6dWvmzp2rUxcwP6QiOCEhITKvnj59qmbUMjExYciQIXz88cecPHmyROOyxK2i5lTlypXjp59+YvLkycyePVujyERhMDQ05MCBA/To0YMPP/yQy5cvY21tLUeISRlA/ya3iju+5D+/KIoYGxtTt25d0tPTuX79OnXq1MHU1FQe5zIzM+nQoQNxcXEcOnQIAwMDrYVEdGHWrFkcP36cRYsW6dSUlCD1B/kztYqCpNM3aNAgdu/ezd9//42Xl5e83cTEBFtbW2xtbbGxsaFWrVr07t1bpxHYyMiI7t270717dx4+fMi0adOYOnUqf/75J3///becnSFBikIOCgqSjYLS2JeUlCRrhUuRybogva/PG3n8tsholKJoVKlSpciq8O8CCmWpKIodChoE//d9yXLFXiFEURSF/39StwER6C+KYtEz9bcYNjY2cnQb/H/UW1ZWFvb29ujr62NmZiZ3RJUrV6Zq1aqUKVOG/fv389VXX+Hi4kKdOnU4efIk69atY/r06cTFxdG7d2/Onz/PggULGDdunNqLcOvWLbZv346np6ccVSh1nOXKlaNGjRo0btyYTp06FcsgCHlVi93c3NQWI9u3b+fJkyeMHj1a60CRnZ2Nnp4enp6ePHv2jLt377Jw4UI1Edx69ephY2NDZmamnDoVHR1NeHg40dHRCILwQh1+Kd5++Pn54eDggI2NDSEhISQmJtK1a1fZy/yuQeonJO3MV42bN2/KBRfyw8zMjI0bN2JlZcXXX38tVwwEqFmzJmPGjOHkyZNqkcfFRVRUFMOGDePhw4csX768RKkrBgYG1KtXj9q1a1OlShXKli2r1v84Ojry0Ucfce7cOZ3RWpCXIpySksK+ffu0bu/Zsyfjx4/nt99+Y8uWLfL3gYGBBAQEyP1VZmYm169f59SpU3L77O3ttfaJkmB6/v5MFEXS0tJITU39V577m8Kvb7/9lkaNGjFx4kS1isKWlpbMnz+f+/fvF2p404WUlBTGjRvHuXPnmDx5sjwGFgeCIFCrVi3q1KmDs7MzNjY2alEOpqamDB8+nIiICA4dOqTzOB9//DGGhoZs2rRJ63ZXV1f++OMPLl26pFFdPTAwEH9/f4KCguRxMTExET8/P7KysrCzsys2tyCPX0+ePCEpKelfe+ZF4WVzMDMzk8DAQLWMCAkNGzbE2toapVJJaGio/L00l9FWzXr+/Pno6elx7NgxfvnlFzX9Wl14/PgxX331FX/++Sd3795FT0+POnXq8N577zFixAimTJnCkiVL2LBhA+3bt3+uBahUabY4qblLly6lefPmjB49msDAwBKdZ/DgwcyYMYMDBw5w9epVvLy8iI+PJyUlRTbaSBzNyMjg1q1bahXFdUHq615l5eF/m1uNGjXCwMCAoKAggoODgcK59ccff3D37l02btzIzp07izUHT09PZ+rUqaxYsYLAwEBycnKoWrUqLVq0YOjQoUycOJEFCxawZcsW+vXr91zO0uJyC2DYsGEMHTqUX3/9lV27dpXoPC1atJBljubMmfPauZW/IEhx98/frvztTU9PJy0tjbi4OGbNmkV4eDh//vknzZs3L1Gbdu3axapVq+T7XBSkQIuCVayLA0NDQ/r378/WrVtZuHAhkyZNYtiwYbRq1YqqVauSnZ3NzZs35dTy4rxXNWvWZNeuXWzYsIG7d+9qlYeR3o38Bvg7d+7g7++Pvr4+jRs3liNH86Ow9/F58G/Ph/5LkIzE/9YxIiIiZNmxgn+LFy9+aZx53XiuQiNvGv5nGNQnz8jZURTFu6+7Ta8aenp62NnZyYNOwfBzyXtvYmJCbGwsW7Zs4fjx41y6dImcnBzMzc1p3749U6ZMoUuXLlSuXJl79+7RpUsXHjx4wB9//EHHjh3VzhkaGsqGDRtwdHRkxIgRL8XzkZiYSHx8PIMGDZK/i4uLY+vWrbRu3VqnMHt2djb6+vrY2tryww8/sHjxYqytrQkICJAHSVNTUwYOHKgWUSGJN0uf+aMcSo2D7zaSkpJYsGABX3zxBTVq1KBdu3YkJSUhCAIODg7Y2dlRs2bNItMp3mYUN03mZXk4pfQ1bWlsNjY2jBs3jqlTp7JhwwaGDx8ubxsyZAhnzpxhzpw5NGnSpNj6QteuXWPy5MmIosjKlStlDdGXid69e3Px4kV+++03nYalxo0bU7VqVTZt2sSAAQO0/mb+/Pn4+fnx1VdfUa9ePTw8PKhXrx4KhQJXV1eys7M5f/48Xl5eKJVKjI2NC0290gZpUmpubi7rpb5KFIdfL9N7rotfenp6rF69mmbNmvHDDz+wevVqeVvz5s35/PPP+fPPP2nXrl2RqeUSIiMjGTt2LFFRUUybNo1PPvnkhdquDU2bNqVRo0b8/fffNGnSROtvypYtS6dOndixYwczZ87UGnnUt29frl27xvLly2nSpAn9++clTtSrVw9BEKhRowbnz58nPj4eX19fOQXxefiVk5NT7LTifwMvOxXwzp07spFeii7Kz+HPP/+coKAgatasKWdNSBkbBQ030dHRXL58mUmTJuHh4VGs8wcFBfH999+TlZXF0qVL1fTDQkNDixUJVhxIhpviRLJJRulmzZoxY8YM9u3bV6L50+jRo/n555/54Ycf6NatGwAeHh6YmpqqFYQLCwsjODgYURSpX78+WVlZsgxOQeNUfl22V4V/g1uAXM23VatWZGRkYGFhQY0aNUhLS5MjuwpyKzc3l71799KuXTudxbUKIi4ujnnz5hEeHs64cePUoj5fBbeKG433008/ERAQwI8//ki3bt1KdL+7du2Ku7s7J0+elGU4Xje3dFWcBjTOK7VLaqf0aWxsjEqlwsfHh/379+Ph4aFWTKo4SEtL48cff8TT05N58+YVax+pvdIzfB6UKVNGzQj36NEjtQIfu3btYtmyZXz11VfMmjWr0ArVkGds7d69O+3atWPv3r1Mnz5dzZklvRsffPCB3CdXr16d3Nxc+V6mp6erFRAB9fexKC3+4uBdkDx4U1HQ4fm6jiEdZ+LEiS/lWK8bJTIKCoKwVBTF8a+qMS8CURRzBEE4Kr5KN+EbgPxl6nNzc2UxWkNDQzWDYFxcHGlpafzzzz9MmzaNpKQk6tWrx7fffoubmxuNGzeWB76cnBwOHTrE0KFDycnJkfWWJBFbyEvx/f777xFFkYYNG3Lx4kWNtt2+fZsbN25obXd2drZsiMuPsLAwBEFgyJAhso7RqlWryMnJYdGiRbi4uKhFEUnIysoiOTkZExMTDA0N6dq1K6Io0qBBA7VCKfmLi0DeZNbZ2Vn22BUcrLWlQpXi7Ya9vT0qlYqkpCRycnJYvHgxhoaG8vOVvHiPHj165wWEi5smUxzh7eIsAk1MTDSMG4aGhoiiiFKpZPTo0Zw4cYIff/yRTz/9FBsbG7kfWL9+Pc2aNePXX3/ljz/+APK8ddo8cqIoMmHCBPz9/bGysqJjx45cv36d69evA3nFFXRp2Rw9epTLly/rvIaBAwdqfNezZ0/WrFnD+vXrNVJXJHTu3JlVq1Zx8+ZNtQUf5HmkDQ0N2bBhAy1btqRTp04MGzYMV1dX2rdvj6GhIQ8ePEClUtGwYUNZeys3N1dn8QNtKJj2+aodH8Xh18viFmjnl76+PkqlEnd3d0aOHMny5csZPnw4TZo0wcHBAUEQWLhwIV5eXsyfPx8vLy/09fV1cgvy0q2uXr2KQqGgc+fOPHnyRDY0FsYtgOnTp+vcVr58eQ3nW9euXQkICGDFihXUrl1b671o3749hw4dYu/evRpGZ4lbs2bNwtfXl2HDhnHu3DkaNmzIRx99hIeHh8wtW1tb3N3dCQkJwc3NjZycnCLTR/MjP7/elPHyRVMBC95vqep1jRo15MgAKfpWFEXMzMxo2LChnPqampoqR9ckJCQgCAJxcXEIgsDWrVuBvBRcyRAbGBios5KlpKlsZGREo0aNOHXqlBw1DHmauLoKBdy/f1+nUcfMzExjXpWcnCxXFS0spTAm5v+Th4YPH86CBQvYs2cPzZs3RxAEnfvm5OSQk5MD5L33w4cPZ9myZQwbNox69erJzyz/nM3Z2ZmEhARcXFwQRVFNBkdy3mlzjL8q4+C/wS1Ag19ubm5kZGSQkpKChYUFJiYmGty6evUqjx8/ZsKECWo6g1FRUVrbcvfuXSZMmCCPMaGhofz000/y9pfNLcjrrwvj1oMHD2R+jR49mkGDBrFkyRKGDRtWbG4BjB8/ns8//xylUlkot+Lj4wvlFvx/lLS0f0m4JY252oI2JBQ8r9QuZ2dnjfWLkZERUVFR3Llzh61bt6rdZ5VKpXNuIMnirFu3jtjYWJYsWSIbzkRR1KmPDP9vFExOTpaN1RJu376ts+hVTEyMbGAriLCwMA0t3iZNmnD9+nWGDRvGokWLdBZnyr9fx44dOX78OMeOHaNp06YIgoCNjQ0JCQmYmprKBeNSU1MxNzeXDZOSji78/zNRKBRq7+PLmCu9CZIH7yqcnJyIjIzUuq2o4jml0I2SzuKK51J/TXjXDYKQV9UuJiZG/rx//77aJE1Camoq48aNY+TIkdSoUQNfX18uX77MrFmzaNSokZonzMvLi/79+2NoaMiOHTs0Uiezs7NZvHgxSUlJOot2PA9EUeT27du4uLjIhgApPXnYsGGFRmxlZ2fL+/j4+BAYGIiRkRGpqalqk4OiIOmGSQNDabj3u4f8BkF9fX1UKhVZWVlqE5ygoKB33iBYEhR8L142lEolKSkpcoXxlJQUpk5VL3bv5OTEqFGj2L17t2zc04asrCwWL17MjRs3cHR0pEePHs9dREIURbkQQ2GoVasWDRo04OzZszx48EDrbzp27IiRkZHONE8AOzs79u7di5ubGwsWLGD48OF89tln+Pv7U6ZMGVJTU2nZsiVt27aVn0VJ0p4KSiSoVCpSU1M1Jvf/Jv4tbimVSmbNmkXFihUZPXq02gLK1NSUOXPmEBoaWujzEUWRnTt3cvHiRczNzenZs2eJq2LmP1ZWVlaRKWRly5alS5cuBAcHa3W+QV4UQ40aNQptu4GBAVu3bqVnz55s3ryZb775hsGDB3Py5EnKly9PpUqV0NPTw8jIiGbNmr0wv94Ebr0KSNVgJS03+H+tMC8vL7UIGhMTEywsLGQHaHx8vNqxDh06hJubm1rFTm0QRZG///6b+fPnU6ZMGVq0aKFRPO5lIy0trcQL2N69e8uFdEr63EePHo2+vj4nTpzQqb0mVeqV7rGDgwPly5fX6mCWFuBvinG6ONDGLciL+rt+/bpanyVxy8TEBBsbG41IwcOHD2NmZkbbtm2LPK+XlxcTJ05EEASaN2+OnZ3dS7keXShppCDkFUJq27Yt69evl4trFRe9evXCxcWFAwcOaA0qkNokjbHwarlV2P4Fz1uwXfkhZUBUrVq1RNIVkJeVtX79et5//32dGVjaID2zF4kULA7s7e1p3bo1CoWC8ePHq2kQ6kLbtm0xMzPj8OHDat/HxcXJjhbpvcn/juXk5HD9+nWNtaKu97EUbx4iIyNp06aN1nTeiIiIYh2jbdu2xeovi3OcdwVvz+hZCiBPDLx8+fIYGxtTvnx5nJ2d1SJV0tPTWbp0KU2bNuXYsWPMnj2bEydOyB6Q/IiJiWHevHkMHTqUSpUqsWvXLo2wbVEU+f333wkODuabb74pUpS2JHjy5Anx8fFqVed+/fVXzMzMGDduXKH7ZmdnY2hoiI+PDy4uLlSuXJlKlSrx6NEjjYl4QUjRgKIoaiyaX/WCtRT/LpKSkmSDoEKhkCcB+Q2Da9eu1Sra/V9GcSbBz2sESE9Px8fHB4VCgYmJCc+ePcPT05P169dz7do1td9+99132NvbM3XqVK3GlISEBMaNG8fRo0dxdXWlQ4cOz6V5lJ6ezsOHDwkMDCQwMJDIyMginQs9e/bEwMCAX375RWvbLC0t+fDDD9m1a1ehE+q6dety8OBBfH19GThwIFevXqVx48Z89NFHbN68Wb4n6enpXLlyhZs3bxIcHExYWJjW4+Xm5hIbG0tubq6GltGb4PR4ldxKS0tT45aFhQUDBw7E19dXQ3uoa9eutGzZkvnz52tddGZmZrJgwQJWr16Ng4MDPXr0eC7DTFZWFo8ePeL27dvcunWLu3fvFqk/07p1aypUqMCKFSu0PitBEBg8eDB+fn6FarrZ2tqyfv16QkJCmDJlCn5+fnTr1o2GDRvy008/cenSJQICAmRuKZVKOX2tpPx6E7j1b0GhUBAYGIi3t7daRoWkr2xtbS1HcUkIDQ3l7t27RWoYSWnCW7Zs4f3336dJkyb/ioi5FE1TEhgaGjJ69GhCQkJKXNikQoUKfP755/z9999ERERw/vx5NU1oyJvvVqhQQdZdzMnJwcrKiujo6BI5f982eHt74+/vj7e3t/ydxC2FQqFhFMzIyODkyZN06NChUIOG5OSYO3cuzs7ONGzY8JUbmyGPW1KfXBJ89913pKena9WNKwx6enqMGzcOX19fNmzYQFpamga/3gRu5eTkEB0djZWVlXzOgu0C5PYfO3YMPz8/xo0bV6LKzADr1q0jPT2d7777rkT7SVkGr9ooCP8/Z3J2dmbOnDns3LmzUCeaiYkJHTp04MSJE2pOrPxGwfzvjQRt71cpSlGKUqPgGw+VSkVaWpq8ONLX18fS0pL09HRyc3NxcnJSWwQfPHiQSZMmUaFCBS5cuMDYsWO1Dh6ZmZn07NmTLVu20L17d7Zv364RKZWbm8u6des4c+YMn3zyCS1btnyp1+bt7Y0gCLJ2Q2xsLAcPHmTAgAEa1YDz49mzZ7IWYWBgIJcuXcLW1haFQqExmGpDYYsXyUj4NnmbS6EbCxYsUIsQlBY9CoUClUpFbm4uI0aMeM2tfDvxvEYAf39/fH19CQ0NRaFQ0LRpUyZNmoS5uTkrV65U+625uTnTp0/n+vXrnDlzRuNYy5Yt4/bt2/z444+yXlpJkZOTQ0hICE+fPsXMzAxbW1vi4+N5+PBhoftZWlrSpUsX/Pz8NIyZEgYPHkxqaioHDx4ssh21atVi2bJlBAcHs3DhQh4+fMjRo0fZunUr6enp3LhxAz8/P5KSkqhdu7ZO3Z24uDhiYmKIi4vTeEZvi9Pjebnl4+Ojxi2AyZMn4+npyfLly9V+KwgC8+bNIz4+nvXr12sca/fu3Rw/fpzPP/+c5s2blyitNj9CQkJ49OgRBgYGlC9fnvT0dDldTBf09PTo1asXcXFx7N69W+tvPv30U4yNjeWU1MJQvnx5pk2bRkhICBs3bsTc3JwdO3Zw5coVqlWrJnMrMDCQatWqPRe/3hZuvQxIc7L69evTtGlTte8vXrxIamoqhoaGaqmG586dA6BTp06FHvvAgQOcPn2aAQMGMGHChBIv/p8HkuTM86S6dejQAQsLC3bs2FHifceNG0dmZibLly/n2rVr+Pj4qG3X19fHzs5OTos0MTEhOztbnv+9q6hXrx4WFhYaumYSv/T19dUKP/j4+JCWllakxlxAQAAbN26kZcuWLFiw4LkcaM+D+Pj454q0q1atGu7u7uzatavEDqLPPvsMOzs7Ll++jI+Pjwa/9PX15aKM8Hq4FR8fT2JiItnZ2bLBtGC7ALn9v/76K3Z2dnz22WclOo9KpWLXrl14eHgUqddXEAqFAgsLC62FbV4FTE1NWbRoES1btmT9+vUEBAQU+vuuXbuSmpqq9mxTU1PR19eX35eCzgZd71cpSvFfR6nl4w2HUqkkOTkZpVIpf2diYoKlpSV6enpERESolaKX9JX69u0ri9Rqg4+PD/Hx8axYsYIlS5ZoTbfbv38/J0+epGfPnvTp00dje0ZGxnOnCt29e5eAgACaNm0qeyp37dpFTk6OWtERbZg/fz5paWlUrFiRevXq0blzZ+zt7YmIiMDc3LxIza2Ci5d/o2pdKV4PvvjiC7UIwYLezv/CAvZlIn8EV3GMANo89O7u7jRq1EhOYZFE1FNTU7WmtfTu3RtTU1OtkSiurq6oVCqcnJye+5r09PQwNTVFT0+PKlWqyKlUxUkhkeQULly4oHV748aNqVy5cqHVZAuibNmyjB07luDgYD7++GMOHTrEnTt3ePbsGbVq1ZJ1cTIzM7WmeeavTF/wGb3JKXYl5RZo8svT01ONW5AXzRQeHq61sIObmxsNGzbUyq3atWsDeRpGL6IvJDm4KlWqRIUKFVAoFMXilqOjI3Xr1uX8+fNat1tZWdGuXTsOHTpU7HHYyMiIAQMGcPnyZebMmcPx48fx8fGRRe4lyY6srCy5QmdB6OLXm8ytkqKwSNW0tDS2bNnCjRs3KFeunJohzc/Pj+vXr7N69WoyMzN577335G2ZmZno6ekVqj8JyM7Zhg0b/mvFzx48eEBsbKzWglBFYcWKFaSkpNC3b98S71u1alXMzc0RBIEmTZrg6ekpb5PS2PNH1SoUChwdHalUqVKxqja/iSiKW1L0LuTNk/PDz8+PEydO4OPjo8Yt6T0t6p5Ikjv169f/V6JPIa9tAQEBz2WAOXLkCH5+fvTp06fE/YqxsTE1a9YkLi4OT0/PIvn1OrhlbW1NpUqVcHR0lK9Pm3yD1P7MzExq1apV4menUCjo06cPvr6+Gqm2xUG9evW4ceNGsSQlXgaMjIxkvkic1QXpWeVvW9u2bbl+/TrHjh3j+vXr+Pn5qe0jvVcBAQFcunRJq/PxXZXDKEUpCkNJZ2+l5Vn/ZUgGwPxh91I49OPHjzU0Be3t7alUqRL+/v6FHvfChQsYGBjojP4LCQlhx44dtGzZkgEDBqgNyKIoEhwczJ49e54r/DotLY3Dhw9jZ2dHmzZt5GNu374dT0/PQj1Zd+7cYdWqVdSpU4fp06fj6elJ2bJlSUhI4MaNGxqe5vxtTktLIzc3V6Pa8H8p7em/hho1amBsbCzz18jISI4SLFOmzL82MX5XkP9dKY4RQJuH3tTUlFatWqlpk27atAk9PT2tlXqNjY1p06YNJ06c0DDcd+7cGQMDg2JF4umCIAg4OjqSk5NDTEwMiYmJAMWSStDX16dp06Z4eXlp1S6SquSdO3euxOL3enp6jB8/nrS0NHbu3El4eDimpqbcv3+fgwcPcuzYMYKCgggMDFSbuOrp6WFvb4+enp6GPMKbjJJyCzT5ZWZmpsGtgwcPkpiYyODBg7Ueo2PHjvj6+mqkEHt4eFC5cmUOHDjwQtfl4OCAvr4+Dx48ICUlhZycnCINQxJatWpFWFiYTjH3Dz74gNjYWJ3jni4IgsDIkSMxMTHhyJEjREVFkZWVRUhICPv37+eff/7h3LlzGtyCt5dfJUFhc4IbN26QnJyMpaWlhqG5QYMG1KlTh8OHD1O+fHk6d+4sb5PGnaIgLYaLipB5mfDy8sLAwKDE1dpPnTrF5s2b6du3b7Er3hZEmTJlSE9Pp02bNmrvbVhYGLdv39ZIY9cWSQVvzyK+KG75+voiCAINGzbU4Je7uzu+vr6IoqhWAEvqJ4tybJcvXx47O7t/lVu+vr5kZmbSokWLEu0XHh7OrFmzaNCgQYlTXiWUKVOG5ORkzMzMdPLrzp078nevilu69td2Pm28l9qfnJxcaBZVYRg7diwNGjRg5syZOqUhdKFVq1ZkZmaWeJx5EQQEBGBvb1+khq/E+fxzhYEDByKKIgcOHKBhw4YazuYGDRrIThdfX18NoyGUrgtL8d9EiYyCoii+0YVG3kVo00OAPK9zUlISFSpUoGLFimRlZREREUFAQAAGBgY6qwBLuHjxos6iIWlpaSxfvhwbGxtGjBihNuHPysri7Nmz+Pj4YGRkRFhYWIkWu1FRUWzevJmMjAw+/PBDeTC8ceMGd+7coV+/fjr3FUWRiRMnYmpqyrRp09Sqn2nzBOaH1MHHxcVpdPT5ox0k4+GbPrEshXZkZWVx/fp1eaJga2sLIFcbzszMLDUIvgBKkiKoVCoRRZH69eurvZfp6elySkdKSgr//PMPW7dupWvXrjq9wp06deLBgwcaRT2srKxkg2FxCoQUdl12dnZyaqSZmVmx+dGyZUuSkpK4deuW1u0ffPABWVlZnDx5ssTtatiwIZUqVSI0NJR69epRrVo1rly5QkpKCjY2Nri4uGBra/tOTFxLyi1vb29cXV3V+v2C6UIpKSls2rSJSpUq0a5dO63H6tSpE6Ioaix4BEGgR48eBAUFyYbi54G+vj6VKlUiPT2dsLAwFApFsQvhSAvpS5cu6Wy7gYHBc0V/mJub0759e44dO0bt2rWpXbs2d+7c4eHDhzg4ONC4ceN3hlslRWFc9PDwoGHDhtSrVw+FQkFqaiqnTp0iNjaWo0ePMmPGDHx8fPj555/VFvuCIBQrG8HKygpnZ+ciHbsFkZub+1zzlqysLLy9vfHw8ChR5Py9e/eYMWMG9evXZ+LEiSU+rwRLS0sePnyoEYVUrVo1XF1di53u+LYs4oviVp06dTAxMZGrzqempnL06FF27drFiBEjOH78OFOmTFGLjpfWB0U9f0EQcHNzIyAgQGcBDm1QqVTPrbPn5eWFvb19oYUDCyIlJYUxY8ZgamrK4sWLn1u6wdLSkmfPnmmNcJP4pU1vvSBelFsl2b8w3j979uy5i6gZGBiwdOlSTE1NGTt2rFr6eXHaVL58eZ2Fr4pCTk5Oifqm3NxcAgICcHd3L/K30nHzr5GdnZ2ZMmUK27ZtY+3atWRkZHDs2DH27dtHamoqpqamNGzYEGNjY+rUqaM1Q+W/JIfxtkJbBmNJ93/RY7yMdrxJKDzPshT/CqSJokqlQqlUYmJiojbIa/PC37lzh6ioKKpWrYqBgQEPHjwgMjISOzs7WrZsyZ9//smTJ0+0DiA3btwgNDSUYcOGaWgbiaLIDz/8QFxcHJ06dVJbyD5+/Jhz586Rk5ND+fLlsbS05O7du5w7dw4HBwcUCoXOxZOenh6HDx/G399fFpM1NTUlJSUFAwMDtmzZgrGxMe3bt9eZ4nn27FlOnDhBu3btcHd3lyc1oihiampKo0aNuHXrFnXr1sXIyIiMjAx5X+nT2NhY7Xv4fx1ByFtUSkbO0lLybwekSZ1KpeLx48ekpaVRtmxZtcgMhUKBoaGhbBz8t7R03mUUtsBVqVTcunWL8PBw6tevLxvcAQIDAwkKCkJfX5+MjAx27drF48eP+fzzz8nJydG6+JBSpc6ePavhKW/VqhWnTp3i7t27Ohcu6enp3L59W+u27OxsEhIS1FI6DQ0NSUhIACi0kpm+vj6Ojo7o6+tz6NAhtYhuIyMjKlSogJOTE7a2tuzatYvWrVsDeZNkXZPNzMxMtQlut27d2LJlC9OnT+f+/fukp6dTrVo1mjVrhrGxsTxmSJXXCsPbEtFVHG4FBgYiCIJ8T0VRxM/PT+ZWo0aN+Oeffzh58iSTJ09GFEUyMjI0Fpiurq7Y2dnJjrL8aNCgAQYGBoSEhOhM+S2MW5BXDEcURXnsMTIykqMSy5Urp5Nf+vr6lCtXDgcHB06cOKFWkEviFkDz5s3Zt28fI0eOlKUSClvI5L+33bp149ChQ5w7d45KlSphaGhI2bJl+eSTT95qbhXWVqnAWGHIPyfIfyyVSoWJiQnW1tYEBQWhp6eHUqnE39+fW7dusWbNGqKjo9m+fTudO3eWjQBPnjyRDRNxcXFq54+Li1OTgIG8RfjZs2eJjIzkyZMnOtuZlZXFvXv3UKlUhIaGygXYjIyMMDAw4OnTpxgZGWFoaIi+vr58XmdnZznDJDAwEKVSSa1atYiJicHY2Jj79+/rPKeVlRVJSUmMHDkSQ0ND5s+fL7dFqrCtDenp6VrfIQsLC+Lj4wkPD1cr+GVkZESdOnVQqVSFPs/8ReKkz5JGZZcELyIzk7+4XcFjaeNW48aN8fHxwc/Pj0uXLnHmzBnmzJnDmDFj1LglGXi06eHlzyQCcHJy4uTJk3h7e5OamqqhtyZB4hbA/fv35bm6xK0nT56ocU0bt+Li4ggPD6d9+/ZytHNh3EpMTMTExITx48cTFRXFb7/9hpWV1XNzy9zcnGfPnmlwC/6fX1D4MxUE4YW5lX//ovhTWLuSk5MxNzfXeh8KS+2Vxj0rKysWLFjA119/zbhx41i+fDlPnjzReV8BoqOjgbwI5pMnTxIQECAX8UhJSeHZs2dyW7OyssjMzCQzM5OMjAyCg4PJyMggOzsbS0tLqlevDuRxKzY2Vuv5zMzMZG46OTlpRMkXHNukNWdKSgpxcXFUrlwZgGnTpmFmZsb06dOJi4ujRYsWPH36lLJly9KqVSv8/f2JjIykTp06GBsba9xr6T0tzthXGN6kcfFdwzfffPNa989/nJEjR76UY71ulNgoKAhCF6A38A3gDBwG9IB+oiheebnN+29B0g8E5EmDIAgIgqBhMKxRowaCIFC1alUUCgUVK1ZEFEWsrKxkg8edO3fkBVN+SBEtbdq00TAaHjhwgMjISNnQ8vTpU1QqFeHh4bIB0dDQUK7qqlAoePbsGUqlkmbNmmnVAwwNDWX9+vXExcXRt29f2QMoISUlhaVLl9KjRw8cHR019pc67Hnz5lG5cmXS0tLYs2cP33//vdoEPzAwED8/P0RRpG7duvK9NDU1lVOG80NbZ13QiFiKtwP5DYIGBgYkJiZibGyMsbGxPHn+5ptvWLVq1Wtu6dsNyeMNaI0yliAIAnXq1EEURflT6r/q1KlDTk4OdevWRaVS8euvv2Jra0u3bt0QBEFrNcRatWpRr1497ty5Q61atdS21axZkz///JOEhARGjRql9b3esGGDznfazs5OjmJwdnYmJSWFSpUqyZGC2rToJDx+/BgXFxfc3d0JDAzk22+/lc+f3zjTo0cPtmzZQkZGBuXKlZMXgNqgp6enFmH04YcfsnbtWm7duoWDgwN169albdu28v3P77zIzMzk7t271KhR462LhH0Z3JI8/nXr1kUQBIKCglCpVAwcOFDmlraoky5durB3716qVaumkTrWpUsX/vnnH9q3b6914VkYtwA5JTM1NZWYmBjZoQZ58iC6+PX48WMqVKhAq1at2LlzJ6amprJBPD+3PvroI8aMGUNgYCDNmjUrlFugvtDs3r07CoWCK1eu0KVLFxwcHGjRosU7x62XgbS0NC5fvoyBgQHOzs44OjpSoUIFTExMuHfvHrNmzUKpVHLw4EGaNVNPqqlYsSJWVlZAXjp5/uIhaWlpGunkkkM2NzdXlljRhsOHD2NpaUl8fDzZ2dnY2trKc8XU1FS1Z12+fHm577SyspLbePz4cWxtbenbty8KhYK4uLhCo5GcnZ358MMPefLkCceOHZN1rCHPwaJL09nY2FirM87Kyoq4uDju379Pamoqbm5uau+ZQqEo1sJakhx4W5GRkcHly5dRqVRYWVlRvnx5MjMzcXZ25vvvv+fGjRv89ttvfP7552r7VaxYUdbBtbOzk40iEgq+q3Z2dvz+++8kJibSoEEDnc9a4lZGRgYpKSlYWVmhr6+PUqmUi/1JMDMzk/u5/Nz666+/EASBIUOGyNpvhXHL0tKSjRs3cuXKFX799Vf69+8vb3sebpUtW5aUlBTKlCnD5s2b+eCDD55LL/BFuZV//+cxMMXHx3PgwAGSk5MpW7asTqe2rvtTvXp1eZ8aNWqQmZnJqFGj2LRpE5999lmhTnKpkFL16tU5deoUSUlJcgX1EydOyOOQlMEgQcpyK1eunOx41dfXx8TEpFCpAiMjI7moyYcffigbICVI2T8Snj59CuTxunz58mp9xdixY7G2tmbkyJEkJyfz9ddf4+npSWZmJuXLlyc+Pp6nT59y9uxZmjdvXui8oxRvHrSt60u6P7z4ev9Nj04vCZ5HEXossFIUxQxgDnASmAUsfZkN+zcgvGEmfG36gZBn8Hj69ClJSUlywRHJmyRNngwNDXF2dubmzZvyBFObTgLAtWvXsLa21ghPv3//Pj///DPW1tY4OzsDeWT39vYmPDxc1kbKH8UiDULaInQyMjLYunUrCxcuBGD9+vVMnTpV4wWU9LbyTwAK4p9//uHq1au4urqqtS//PXJxccHDw4P69evL91IyCEqh+0WF8b9LYun/FRQ0CGZnZ2NgYEBGRobsPT179mypQbAQFFczR1tKRW5uLrGxsRrpSKampjRu3BhTU1O1gkkmJiY0a9ZM/v7w4cMMGDCgyBShzp074+/vr5H2IggCffr0ITo6utCovuLAzs6OqlWrltjo0bRpUx4/fqzz/H379iU7O5u9e/eWuE2tWrWibNmy7Ny5k9DQUMzNzXVOXsPCwggKClLTSXoRvAwZhX+TW//H3nnHVVW/cfx9LnsvJ4qIKIq4AFE0cW8tTcu9UyvLkWU5KrWlpi1HWZkNd1qmufcERUFFUFEZyhJlyJ73nt8fdM7vXu69cEHNEZ/Xixdwxvd8zzmf8x3P93k+j5WVlcwtURTZtGkTHTt2xN3dvcxr9+7dm6ysLMLCwrT2vfzyyxQWFnLmzJkK3LU2rK2t8fDwqHD4l7+/PyqVSq9+b9++fbG1tWXz5s0VrlO1atXo0KEDBw8eJDIyEisrq3+NW48bKpWqTKmQ4uJikpOT5bHNuXPnOHDgALt27eLq1av4+PhQo0YNoqKimDNnDqIosm/fPi2DoARDQzyhZCHCyMiIc+fOGXQvkteWu7s7Hh4etGzZEnd3d/z9/WnRogXW1tZaERhQMkYLDQ2lXbt2Bo15RFHk7bff5uTJk3z77bcaBsHKQtJ9O3LkCHv37tWrd1be+3qSUFFuQUkEz759+zh06BDGxsZYW1tz7949+vXrx+XLl9m4caOWQVCCoZqCUGJUcXV1rRC3ABo0aECjRo1o0aIFDRo0oH379rRq1Yrq1avrvdfAwEA8PT0NNsRt376db7/9ljfeeEOvBmxFYGdnh0ql4u+//+bw4cNlJvx6XPwy5Lp///23rKlcWU1BdYwfP15eJDdUj9nJyQlPT08CAwO19qlUKrKysqhZsyatW7emU6dOuLu74+vri6enp+xkcufOHYOude7cOdzc3LQMgrogcV7fdH7MmDFs2rSJsLAwli5dyv3797GwsJCTUh48eJD9+/drfA+6vs/S9/u0tEXPMiqrY6t+/oOW8TDq8SShMpYPQRTFC4Ig2ACdgbdEUfwZqLyg078IQRBqCoLQWBAEF/EJSzdbWj9QpVKRm5tLTk4Oubm5xMfH61wJUs9WJa38mZqacvnyZa1jU1JSOHfuHG3bttVqRD/++GMsLS1p3rw5giBQVFREUFCQvHorbVeHIAgYGRnJq9Pq+OKLLzh69Cjdu3fnww8/1LkyVFxczKZNm3BxcSEgIEDnc7l69SozZ86kfv36fPvtt0ydOpW+ffuSl5fHhQsXyMvLIy8vj+LiYpo3by57U0rJRNQnm1U6Ec8eUlNTycnJwczMjKKiIszNzSkqKpJDyAcOHEjnzp0fdzWfaBiqeaPLaH7nzh3CwsLKHPDpW/BYvXq1QRnHocRjS6lUcuzYMa19/fr1w9TUVK/22qOG1J4ePXpU5/7GjRvTqlUrNm7cWCEtJyjRAurTpw/BwcE0bNiQ1q1b68zqDCVhh15eXjRs2PChDFpLt+mVwePi1u7du7l586aGIL8+dOvWDSMjI526j82bN8fZ2bnSekoPCnd3d6pXr87Ro0d1TvrNzc0ZMGAAe/bskb0mKoIXXniBK1euYGNjg5eXV7nc8vDweCYmRerGZAlFRUVER0dTVFREcnIyly9flsPc/Pz86NmzJ/3795f13u7du0fv3r1xcnLi4MGDNGvWTO/1JF4bouVlZWVFo0aNDEoIUVhYyP3796levbrG+EwQBMzNzXF0dMTKykqn5urVq1cpLCykcePG5V4HSrSof/75Z955551KZRvWV//s7Gx69+5Nnz599GoI6npfTyr01bW4uJjo6Gji4uI0uAUlhuDevXvTv39//Pz8sLOzo0ePHiQmJvLXX3/Rr18/vdeTuGVoaKu3tzeXLl0q14goiiL37t3D3t5eY6FMEARMTU2xt7fX8F5WR1ZWFlFRUQZzKykpiSVLltCjRw8+/fRTg84pD1JYbMeOHenWrRvPP/+83mMfF78Mue7zzz8vG+DLCvWtCBYtWkT37t35/PPP9SayKo3GjRtz8+ZNrTZMevcODg44OjpiZmam0RaZm5vj4ODAnTt3DOKcoXqC8P/2tKxFjf79+/PXX3+RkJBA165dUSqVVKtWDT8/P55//nl69eqlMT+V2v64uDhiYmK02s6nqS2qQhUqgsoYBe0EQTAFRgL7RVGUvoqKzXQeAwRB8AAOAAuAi4IgLBUEoWtFyqhTp44c0isIAgsWLHgENS2BejhxdnY29+/fl/Ud1CFlq/rhhx/o1KkTH3zwAfXq1WPUqFEaxymVSiZMmEB+fr6WMGZUVBRXrlxh/PjxGqEbRUVFuLm5lZkBSgqFKT3pS0pKIiAggBEjRuj1vPnyyy8JDw9n3rx5Wo26KIr8+uuvtGnThvT0dGbPnk2NGjXo3r07NjY2XL16lcuXLxMWFqY1MZQMquoaLtI7k7wHH+WEZsGCBfL16tSpY/B5/ya/nhWov3MoMZILgkBxcTEKheKhDTCfJFSGX2Vx61Eby/UlTLp16xbW1tayhk5Z8Pf3x8PDg1WrVmkNxqytrWnYsOFj82JycHCgc+fO7NixQ0unVcLkyZO5efNmpTy6vLy8SE9Pp7i4GCsrK51ZnaHEg7x58+aoVKpKD1rVuWWICDs8mdySPI70eW6pw87Ojr59+7J161Zu3bqlsU8KV46Pj38skwBBEBg4cCBhYWEcOXJE5zETJkxAqVTyxRcVD9iQtLbS0tKwsLAol1tmZmaVnhQ97HbrQaDLmBwXF0dUVBRxcXFax1tZWdGtWzc6depEtWrVUCgU/PHHH+Tm5rJnzx6NxA+60KlTJxQKBcuXLy+3btnZ2cTGxmqFguqCNCkuK1u6Pi+aBg0aUKNGDZYvX86qVat0ji9L1wt4aAbB33//nR07djBgwAB69uxJ27Zt9Wp36jP+S3jSuQX/55cuI4ylpSU9evSQ+RUYGEh0dDTff/89HTp0KPN6LVu2xMnJiZUrV5Y7rhVFkfDwcFxcXMoNyy4oKKCwsLBS3LK2tqZ58+bs2LGDTz75hCtXrpRpEMrPz0epVDJ06FC9YbAVQVhYGEuWLOG5557DxcWFcePGlemxWBa/HuV4vjxeQ4mX3vTp02nfvj2LFy/W6fBRURgbGzN06FCUSmWZeoSiKBIREcHHH3/Mjh07aN68uVYotSH+NdWqVZO1BsuCIAi4uLgQHh5ebrkqlYrly5fj5OSkobmrCwEBAXz//fdER0dz+vRpFAoF1apVo1OnTnTr1k2nh3xSUpLO/sCQd1YRVJZfVajCw0ZljIJbgWRKwoW/EATBVhCEFUD8Q63ZQ4YgCJbAZ8ASURSHAxOBusD7giAYnDomISFBFh4VRfGhG22kFfiioiIyMzOxtLTE1NQUExMTXF1ddQ4SjY2NWb58OTNmzCAnJ4dff/2V8+fPy+L8EhYvXszhw4eZMWOGli7XoUOHUCgUGhkaTUxMMDU1NXjgX3o1xdLSssyMoH///Tfr169n2LBhDB06VGPf/fv3GTduHDNmzKB9+/Z8//33GBsbc/XqVfkYT09PmjdvTosWLbQmhtKkRZd3yr+RpW7BggUyR8obaKvjUfPrWYS1tTU2NjZy2LCtrS0KhQJRFKlTp46WwPSzgMrwqyxuPUjYfK1atWjRogW1atXS2F5eCAZAzZo1yc7ONiizoZGREbNmzSIpKYlffvlFa7+LiwvJyckP9F0XFxcTExNDenp6hbV/Jk+ejK2tLV999ZXOdq9fv374+fmxbNmyCouVS94YkvZh69at8fb2xsnJSafngKGDVl2hvc8Kt5ydnQHkpB7lQUqcsGzZMq19Li4uiKKoZTCsCKTz7969W2Fv0eeff56mTZvyww8/yHpL6nB3d2fMmDFs3rxZo480BJLWnZT5uzxuQeX59bC5VRFIoejqyadKG5NdXFxwd3fHxcWFmjVr0rx5c50Z0bOysjh48CB///23HKpbHpo2bcrIkSNZv359mYlpoETnT/JyLw9ZWVkaySt0QV/COjs7O5YuXUrHjh3Zt28fEydO5IsvvuDcuXM62z9J81lKQPEguHz5Mq+99hrt2rVjwIAB5R4vJQiLjY3V2b4+CdySvmt9CxUSv7y9vcvl1p9//omZmZlBoWm2tra8++67hISElCtRceXKFW7evGkwtwCdOr8SpO9JVxTRggULeOmll7h48SIzZ85kxowZHDhwQGe7LSUr1Bc+XhGkpaUxZMgQHBwc6Nq1q86Q19LQJ1UBj3Y8X9Z11aFQKJg+fToODg4MGTJEToT2IIiKikKhUFC3bl2tfUVFRezbt49p06bx1ltvcfHiRV5++WU+/vhjrXdtSPi6NIaREpOUhYEDB3Ljxo1y+7I//viD0NBQZs+ebZAsR9++fTE1NWXXrl3yd6bLc1tq+729veX+QB2lv29D36E+VJZfVajCw0aFR+miKC4F/IHGoiiGUhI2vA2Y9ZDr9lAhimIukAnk/fP/duBz4AowUxCEgY+vdv+HZMyKi4vjzp075Ofnk5CQQFxcnGwcVMevv/6Kv78/4eHhrFmzhoiICEaPHq210nbgwAEWLVrEyJEjtVzoRVHk0KFD+Pj4aK2kWVlZ6c1OJkHqIEoP1CwsLPQaFK9cucJHH31E69atmTFjhsa+oKAgOnTowJ49e5g0aRK9e/fGysqKFi1a4OnpqVG+t7e3zomJuqZgaVSFED/dSEhI0AghvX//PsbGxnKIVGZmpmwQ1Od1UIWHByMjI2rWrKkhng8lYd1JSUka2RBzcnI4e/asbLiT2gdDB7g+Pj707t2bn3/+WWvwJA1sH8Rwc+vWLc6fP8+hQ4fYsWMHp0+f5uDBg/LgvizY2Njw5ptvEhsby5YtW7T2C4LA/PnzSUtLq7C+pWS4SUtLY9OmTRQWFlKrVi327dtHZGSk1vH6JqWl8W8skDwIKsItKOFXUFAQubm5MqdKH6MP1atX59VXX+XEiRNaocIStx5EszI9PZ3g4GCOHz/OX3/9xfHjx7l8+TJRUVEGTQhnzJhBcXExK1as0MnFGTNmYGtryyeffFIhg7Y0Wbt//z579uwpl1tSfZ42fqWkpJCYmKjTqCqFDUOJ4d3ExARjY2Nq1qyp02vpzJkzHD58mNOnT8ui+4Zg5syZODg4lGl8EkWRHTt24OHhoTHe0YesrKxyje5lZVyuWbMmb7/9Nr/++isjRowgKiqKKVOmMHLkSP7++28Nw7A0OdbnDW0oJKONvb0906ZNo02bNhr71SVx1BEXF8fNmzd1enI+TpTFLdDml4WFRZncCgwMZP/+/XTp0sXgBBeDBw/Gx8eHJUuW6NSPlLBjxw7Mzc3p1atXuWVmZWXJUjz6ILU1uvhnZWXFhAkTWL9+PW+88QbZ2dnMmzePAQMG8Ouvv2osjpmamlKrVq0H5pZSqWTs2LEkJCSwdu1aOnbsyHPPPSfvf9K4pe+6uurZrVs3Zs2aRXx8POPGjau0EUrCzZs3qVWrlsa8MiMjg19++YUBAwYwb948cnJyePPNN1m/fj2vvPKKTi5IbUtZXqpWVlYYGRkZZBTs3bs35ubm/PXXX3qPyc7OZsmSJfj6+jJo0KByy4QSB4IuXbrw999/ExQURFBQkE6tYKntt7CwkPXrJVkJXSjv+69CFZ4WVMpHWxTFSLW/84DjD61GjwD/JBQxocQI2gfYDvCPNuJ3wDRgtCAIkaIoVmyZ3QAYoqEgQTJwVatWDSsrK+zt7eUVkNq1a1NcXExBQQEREREsXryYv/76C19fX1asWCF7ygDEx8fLg4kbN24wfvx4GjVqxPTp0wkODtaYZN2+fZu4uDg6duzIhQsXSExM1KhfVlaWvE0URa2GUap/UVERERERGttTUlKIiIjA3t5eHqikp6czffp07O3tWbBggcaq4datW3nttddwdXVl//79eHp6cuPGDby8vGTjj/rz0pcuXgoT1jUQVg8nrsLTgbLelRTaImVQs7CwwMLCosog+BghiqKc8MjR0VH+RkNCQoiOjkahUODj4yOH3EVHR8vHlzXQzcnJ4dVXX+XYsWN8/vnnfPbZZ/I+SaIgJCREa/GksLBQr2GisLBQDju+ffs2xsbGODs7k52dTUpKCuvXrwdKPKft7e2pXbu23CZ7eHgQExOjUZ6HhwdbtmzB0dFRSyjb3t6ePn36sHbtWiZMmKAz5LCgoEArXEvyAgoKCiIxMRFRFCksLCQzM5OUlBR5MC6KYpnGgdLf0dOYbV0ft6Dk3UdGRmJkZCRrk8XExMh9TH5+vt7+OCcnhwEDBrBt2zaWLFlC8+bNZR7l5ORgb29PeHi4luZZWdwC5FBBSe/PxcVFXvy7e/cuFy5cwMjICFtbW2rWrImTk5Mcul2aW61bt+b06dOsW7dOKwsjlAjIf/XVV2zZsoXevXvrrE/pdy39HxYWRkFBAXl5eQ+FW+plPwn8kr5FXeL10sQc0Epipo6ioiIUCgV+fn4cO3YMlUpF3759KS4uJisrS8t4LSEzMxMLCwuMjIwYP348y5Yt48qVK9SrV4/Y2FiNBY7Y2FiuX7/OyJEjCQ8PL9NzRMoybGVlpbUYYmZmJo/b8vLyUCqV8v/29vb8/vvvWuWZmZkxadIkEhISOH78OB999BHLly9n5syZsreYvb09169f1zlBLigo0Jswqri4GGNjY4KCgpg5cybx8fFyYhaVSqXxXUZFRXHt2jUEQdAwjEpGSclzF8oeG/xbKItb8H9+CYKgN8xcnVuJiYlERUXJCwGGcAvgzTffZMKECezfv182+qmHmubn57N//378/PyIjo4mNTVVr8Zlfn6+nDH29u3bGvvUuSUZee7cuYMgCHq5BdCzZ0+MjIw4fvw4K1eu5IcffmDKlCm4uroCJdyKioqqNLeioqKYPXs2Bw8eZMWKFXTs2FHOxi7xRZ1b6lEkurgFD59fpfsffdfVVU9zc3NeffVVjI2NmTp1KkOGDGHJkiU0aNCA4uJivRzR5/EdFRWFnZ2d7EkZGxvLihUrKCwsxMPDg4EDB6JUKikoKGDXrl1a50tZqKU+IiMjQ26vioqKtAy8JiYm3Lt3j/z8fK15pgQ7OztiY2Np3bo1e/fupUePHhqOH5L23759+0hNTWXp0qVy/1tYWKjXY1AURUxMTOjXrx/Tpk3DwcGBjh074u3tTXFxsV5uiaKo0T9I0RrqKO/7r8KjwYMmI3oYyYykco4ff6LNYAbjwYUbngL8k1CkUBCEJUCoIAhxoih+/M++CEEQfgUWAc2Ah24ULA+lxaGlCWDNmjUpKirCyMhIDtsA2LNnD++//z43b96UXbtLrzgmJyezfft29uzZQ3h4ODY2Nnz99ddYWVkhiqJGOEBYWBhGRkYEBATIGRIlqFQqwsPDcXNzw8TERGd2RgkFBQUabtb29vakpaXh4uIiC2cDvPPOO6Snp7N7925ZTNbOzo6TJ0/y5ptv0qFDBzZv3iyHjNWqVYvo6Gi5g1FvlMtaAS/9bKvwbCI9PV3++48//jB41bAKD4ayvi2FQoFCodAKj/L19UWhUNCsWTMKCwtlD6ygoCD8/f0B9A5socTgZmxszMyZM/nss8+4c+cOHTt2BEoSQtSoUYPs7GwteYRatWrpFa5+4403ZINibm4ulpaWODo6yoanixcvAiWD3Hv37mkkc0hJScHHx0ejvBYtWhAXF8eWLVt45ZVXZGO1hLfffpujR4/y8ccf6wyDNjU11TpHGmy6uLjg6uqKk5MTx44dw8XFBT8/P60+xFBIob1PGirDLSjhlyAIuLm5ceXKFWrVqkVgYCCvv/46UDKp0jf4l7i1dOlShg4dyuHDh5k2bRpQkmTDw8ODmzdvVohbUOIdBiWGGRMTEw1vfIlbSqWS9PR0jbbs3r17+Pr6apRVr149bty4wa5du3j99de1wqpHjx7N9u3bWbBgAT169NDiEaC1TTIuOjo64u7ujpWV1UPhFjw+fumqp7GxsdbzkqA+MS/rHvPz8wkLC6Nly5bcuHGDWrVq0bp1axQKBebm5nrbLmdnZ9kwOmLECJYtW8aFCxdo164dNjY2GgtYZ8+exczMjB49emBlZUWnTp301mfTpk1AidG6dERHvXr15LFSamqqrNUFJR5C6mNKdWRkZNC5c2fat29PeHg4P/zwA8HBwbKRqVGjRsTGxuqM0JAkZ3Th1q1bfPDBB/z55584OzuzefNm/Pz8CA4OxsfHR+O5N2zYEFEUadiwoay1JZWva1IuaUhbWlpWSqagIqgot+D//JI05nRBnVtSYqX+/ftXiFu1atXCycmJs2fPMmHCBOD/XuYABw8epKCggL59+2Jvb4+Hh4dskCsNiVuAlgFHnVtFRUWkpqbK305Z3IKShGEtW7YkISGBlStXcvToUSZOnAhAjRo1uHjxIubm5lrPqSxuZWZmsnDhQr799ltMTU1ZsmQJY8eONYhb6uU/Sm6pl2PIdXXV09zcnNzcXJo3b87HH3/M4sWL8fb2ZsqUKcyePVtvmLe1tbUWf0RRJDo6mhYtWsjzx8OHD2NqasqsWbPksdm+ffv03pMgCLi6uiKKIlevXsXW1lbm0549e/SeV1hYqCVvJSE+Ph57e3v69+/PqVOnCA8Pp0ePHvJ+SRbkzJkzVKtWjf79+2vo2utzBlCpVCgUCvr378+0adM4evQo77zzDjk5OZw7d46WLVvq7KvU2019/UN5338VHg2eJKPg+PHjH0pZjxuPtvd8giAIgtE/XoCvAPMFQZj1z3ZBFMVAYD8wRHgMViRD9QhEUWT58uWMHj2anJwcNm7cyKxZs+QG/f79+2zatImhQ4fy4osv8vnnn6NSqXjnnXfYuXOnzs5fFEXOnDlDs2bNdDaIUidTVjiCBEPCh/Pz89m+fTsDBw7UmEjdvHmTQYMGUb9+ff7880+tBlZd60cfKqvroEtXqwpPH06fPl1lEHzCYWVlhb+/P5aWlly6dImkpCQaNmxY4VW2KVOmULduXT7//HON7Q0aNNDyrlJHRkYGu3fv5s8//9RasZe8sMvS5iqNuLg4rZARU1NT2rRpQ2pqKqtXr9Y6p0aNGowdO5Zdu3Zx+vRpg64jhXimpaUxaNAg2WO7QYMG5da3sLCQ6Ojoh5a18EmGlZUV7dq14+bNm4SHh2Nra8uJEycqFE7brVs3unfvzsqVKzU8AN3c3EhLS9Mb/pSfn8+JEyf49ddfKSgo0Nqfk5NTIY+52NhY4uLitLxW/P39UalUsg6ROkxMTHjrrbeIiYlhzZo1Bl3HxMQEKysr0tPT6dGjx3+SW6ampri7u+s1OkgIDw8nNDSU48ePs2/fPvr161dhQ4GrqytNmzbVOdnOy8vj1KlTtG/fvkLtUHkob/FUFwRBoHnz5nh4eBAYGCiPj9zd3Suk+5aamsrbb79Nq1at2L9/PwsXLuTatWsMHDiQ0NBQzp07x4ULF4D/80kQBJo1a6Y3QV1pPElh6rpgCL8kbl24cIGNGzfi7e2tU+utLBgZGdGzZ08OHjyo09vu0KFDuLq66s3wXBlIepUV5VedOnVo27Ytly9fltvUmjVrcv/+fYMlHwoKCvjqq69o2rQpK1asYOTIkVy/fp133nnnieNWRcsxMzOjWbNmCIKg0cZK9xUQEEBkZCRjx45lxYoVeHp68tVXX+nse3QhJSWFjIwMatSoAZTMH8PCwmjfvn2FeSe9f0P7WUMysDdq1AhXV1cOHDigta+oqIiDBw/KnqcVgYuLC97e3mzYsAGVSsWlS5e4ePEiISEhes8xtH+owr+LBw3XTklJeSgh389S2PhDMwr+k8jjiYCuuoiiKFmKfgdeBz4TBGExIPn73gbixYqqyz8ElKdHkJeXx4ULFxgzZgzvvPMOPXv25Pz58xpZFaVwp3fffZc7d+4wbtw4du3axdatWxk/frzc8JdGVFQUqampejM0SobC2NjYcgf+ugYhpY2Cv//+O5mZmbz88ssax0i6PLt27cLa2lproiGtpunz8gC4e/cuN2/e5O7du2XWszSe9AHlfx2GJGWYP38+7du3/xdqUwVDIekolW4XpBXz5s2b4+PjQ8uWLTl16lSFkm+Ym5vz2muvcebMGUJDQ+Xt9evX1/K4gpJFjQ8//JCXXnqJL774gpUrV2rp/kltVUUyyuXn53PgwAGCgoI0tksJbtauXcuNGze0zhs1ahR16tTh448/Nug60uJMaGgoCQkJtGrVioYNG+r1UFNPxBEfH09UVBTx8U90LrAKwVBuDRkyhKSkJNkjz1BMnz6dtLQ0DY6oawupo7i4mJUrVzJo0CAWLFjAr7/+ypIlSzQmSMXFxRQWFlaIWyqVipMnT2oJ81tbWxMQEMDp06fZvXu31nnPPfcc3bp1Y9myZeXqAUuwsbHh+vXrJCcn/+e5pQvZ2dkcP34cd3d3fHx8OHbsGHl5ebInaUXRp08fgoKCtNqpM2fOkJ+fr5Hw7UFRVFREfn5+paMmOnToQFpamqwv2bBhQ+Lj48vNIgoQHByMp6cnq1atwsfHhx9//JH3339fNnh6enpiY2NDvXr1CA4O5saNGwbxqfQC8NOsE12aW7dv3yY8PJy33nqrUuX16dOHjIwMLa20W7duER0dTbdu3R5aBI3U3la2vOeeew6VSiXXVfL+NsTofO/ePVq0aMF7771H27ZtmTx5MsOGDZMdCp40bpUux1AnBqmNvXHjBqGhobi6umJjY4Onpye1a9fm+++/59tvv6Vt27a8++67tGjRQiOaQR+kZyxFIQQFBaFSqcrNdK0PgiCQk5NjkHOFIWM9QRDo0aMHUVFRWtIIQUFBZGZm0qdPn0rVdcaMGYSHh7Nt2zZatmxJq1ataNKkCcePHzfIAaYKTwZeeumlBz7/Qct4GPV4kvAwPQW1BQceAwRBaAgsEQRBpy+vKIrFoij+CPQFRgJrBUFYB7wK/PRv1FEURbKyssjKykIURapVq4azszP29vY6O4lr164REhLCjRs3qF+/Pn/88YeWdoEkgP7bb79x7NgxXnnllTK1cSRIHUPz5s117rexsaF27dpERUXpnICoQwpTEEWRI0eOcO7cOY1Q5A0bNjBr1iz8/PwICAiQt2/atInr16+zfv16ecAZHR2ts/PWNxmEkk7X2tq6wp330zygrEIJDBFkr8K/i7i4OKKiomQBbenbzcrKIjs7G4VCQbt27ejSpQs5OTmMGDGizGzlpTFy5EhMTEzYsWOHvE3S3jl37py8LSkpiW+++YazZ8/y8ssvs3r1ajp16sSaNWs0stuZmpoiCAKJiYkGextLk5jSE2SVSiXrQOnyJDIxMcHCwsKgrMsA69atk+u4b98+OXtpeHg4d+7c0SpHPRFH3bp1cXd311j9f9q9o0tzC/6vaZueni5zy8fHh2rVqjFy5EiDJkoS/P39adKkiQa36tevj4WFBefPn5e3ZWdn8/333/Pnn3/SqVMnli1bxoQJEzh27JhGf6lQKDT0lAxB3bp1USgUOpN1SZ41+hbJbGxsUCqVBnlu7N+/nzt37mBtbc3Jkyf/89zShZCQEE6cOCFnG75w4QK+vr6Vzmwv6eiVTuQiLQw/DE8uSQsrMDCQvLy8Soe3lc4um5iYqDMcURf27NnD/fv3OXHiBJ9++qlWJt3Y2FgUCgUnTpzgwoULpKena/FJ133dunWL+Ph4+Xk9SIbzx43S3IqIiMDExIShQ4dWqjxpgb90hmvpWRmSKbs8iKLIvXv3OHPmDPfu3aN27dqVLgf+zy3JSC55xpeFoKAg2SN648aNDBw4UJYggcpxC7SdCx4Wt6RypHs11IlBamPT09MJCwvj2LFjKBQKjaRXw4YNY9asWaxatYro6GidyTNKQ5qvlfZ8r6xfTJ06dbhz5w6nTp0q19PTUC9Niaul+26J2+rvuyIYNmwYxsbGHD58GCsrK5o3b86WLVs4ceJEmR6DVajCs44Kt3KCIHQTBCFMEIQ8QRCU//yoAP3CJ/8SBEFwB34AAkVRvPPPNsU/vwX136IoHgTaAF8BO4HRoiiGP8r6iaJITk4O2dnZJCcnk5ycLK+yWVtbk5aWptNjsEmTJlhbW+Pk5ERsbKzGhFfCO++8g7GxMQcOHKjQqp00wNMnzqpQKHjuuefo3r17maG7UNJ5FRUVsXHjRnbu3EmrVq0YM2YMUDLxmDFjBh07duT333+XB5TFxcWsWrWKdu3a0bNnT7mcBg0ayJ23SqWSV6B0TQYl2Nra0rBhQ4NS05e+x6d1QPlfgCHvs7ID6CoYhspM9EuH/Es1vg97AADfZElEQVTfbnp6OtbW1rLX1KhRo5g5cyYHDhzgzTffNHhQamNjQ/v27Tl06JC8rW7duri5uXHq1ClZ5+bTTz+Vw4wmT56Mh4cHb7/9NtWrV+eTTz6RDYBmZma4urpSWFjItWvXDFrNTkpKwtHRUSO7IZR49MXFxTF//nydk7D9+/dz8+ZNrczruhAXF8fixYsZOHAgfn5+pKenk5eXh6urK5aWlty6dUsre7OTkxO1a9fGyckJU1NTGjRooBH68iR5Rz8MbkHJc0pMTCQrK0vmVteuXVm4cCHx8fEMGjRIp4FNFwRBoGfPnpw5c0YOdTI1NaVt27acP3+e3NxckpOT+fTTT4mNjWXu3Lm89957+Pj4MGLECHx9fVm1apUs0K9QKHBzc0OhUHD9+nVSUlLK5XlcXBympqZ07dpVQzM4Ojqa0NBQRo4cqTODaFRUFDt27GDy5Mnl6vkVFhby9ttv07BhQ/r160dGRsYzxS1DYAj/fH19sbOzIzMzk0uXLlFUVPRA4b2SLlbpJCKSHpahIYBl4c6dO1y/fh0bGxvatGlT4ZBACSdOnKBatWp4eHigUqlk8f+yojYkSOO81q1b4+3trfE9AXh5edGyZUv69u2Lt7c3vr6+WnwqjdzcXExMTHBwcHjihf0rw628vDwsLCwqPR51cHDAwsJCL7ceRqj/3bt3CQsLQ6FQyF5WlcHJkycxMjKSjTuXLl2ifv36BpUntYn6DPOV4RZU3rmgojD0OlIb6+vrS4sWLejfvz8tW7bEy8tL61jJCUNXVuvSaNKkCa6uroSHl0x727dvLyeBqQyaN2+Or68vSqWSs2fPlnmsoQsUEldLe9gnJCRgaWmplZDNUCgUCiwsLGTtzsuXL3P//n3s7Oy0dHzV8SwueFXh4cDMzEwOoy/9oy+51JOIyiQaWQEsBEIAya1DADbpPeNfgCAInsByYLkoin/9Y/yzARyBWCksWPotCEINURSTgKR/q465ubncv38fhUJB9erVUSgUWFpayoNoS0tLnJ2dtQY6FhYWDBgwgGrVqhEUFMQPP/xAmzZtNI5xd3dnzJgx/PLLL4wbN87gzKtJSUnUrl27XEOivb09rVu31lidKo3CwkJWrFjB7du36dOnDz169EAQBHbu3MmRI0cYOHAgq1at0uiUd+zYwe3bt+nVqxe5ubmcP3+e1q1bawjvSpka4f+CzbVr1yY5ORknJye5A1RP0lKFKlTh4UFqowCDEweUFtBW/3bVJ5SWlpayceXnn3/G1dWVOXPmGHSN7t2788EHH2hkRwwICOC3335jy5YtHD58mJo1azJ+/HiNyYO1tTVz587lrbfeIjc3V/aqtre3x8TEhNu3bxMdHV3uoNPU1JQuXbpotGlRUVFcv34dX19fXnjhBa1ziouLWbNmDc2aNdPynNGF2bNno1KpWLJkCdWrVycsLIzGjRvLHlwKhUJOiiJBWkiR6q9SqcjLy5PF0p+krLAPg1ugyS+pP7O0tGTSpEnY2NgwduxYJkyYwJYtWwzycurevTvLly/n2LFj8raAgACOHTvG77//Loetv/7663Tv3l0+RqFQ8N577zFx4kQ++eQTjWfesGFD4uLiiI+P1wodLQ2VSkXXrl01FkVSUlIIDg7GxcWFd955R+d5P/74I1ZWVkyZMqXce1y+fDk3btzgk08+YejQoVy5cgV3d/dnhluGwBD+GRsb06xZMyIjI2nUqBF5eXkVXnxUh2QUTExM1Fg0kMZt+fn5D/z8RFGkRYsWVKtWrdzxnSiKFBQUkJ+fT3p6OqdOnSIjI4O0tDSio6N58cUXUSgU3L59m6SkJIPaLfi/UVCpVHLu3Dn27NlDYWEh/fr1A0rGtq1bt0YURY0xrcQpCwuLMjOmP+mJ5AzlVtu2bUlNTSUvL09jUaMyEAQBZ2dnreQg6tx6UBQVFeHh4UGdOnXKNV5KGqX5+fnk5+cTFBRERkYGGRkZnDt3jlatWmFra0thYSFXr15l8uTJBr3XynILNPlVuv6Sc8Gjbr/Kuo6u+llYWMhJU0q3ySdOnODs2bOy958h/ZsgCPTr148ff/yRwsJC7Ozs8Pb2JjAwkKKiIuzt7bGzsyM5ORlzc3PMzc3laAp9qFmzJtWqVSMqKqrMEHBDv1tpEa/0fDYxMdGgeWtZkCI1cnJyyM/Pp0WLFtSuXbtMg2plxipV+G/A399fY6yojie9n1JHZYyC8aIobim9URCE4Q+hPg+C4YCVKIp//fP/L4Al4C8IQiCwUBTFKwCCIAwCxgqCMEMURf2q9A8JkkeApaUl2dnZFBcXY2xsLHcG0gDAwsICW1tb2aPQwsJCFvE1MzOja9euDB8+nHXr1rFkyRJyc3M1Gv/Jkyezbds2Fi5cyNtvv62384+Pj5dXSG7fvo27u7tGGF1FwqzUcfnyZRQKBWPHjpWzi/75558EBwcTEBDAihUrEARBDhEURZFvvvkGDw8PFi9eTGhoKCEhIRQXF+Pm5kadOnUwNTXF3NycwsJCkpKScHV1xc3Njbt375KUVGLP1ZWFsgpPHz788EOd20+cOPEv16QKpVHRib4uLyhjY2Pc3Nz0hgivXr2a9PR0FixYgLOzMyNGjNA6Ji8vT8MAJ2Xm3Lt3L/B/jywTExMOHDhAw4YNGTFiBIIgaHk81alTh8GDB7N161aSk5PlSb5CoaBevXqkpaWVGwbj4uJCUVGRfE9paWkEBwdTvXp1/Pz8dJ6/f/9+bt++zdq1a1EqlVqhysXFxbJRZteuXWzbto3Ro0dTrVo1zMzMZB2m/Px8zM3N5UmDSqVCFEUUCoWsQwQlyVfUF1asrKw0FlDK8lj7NyR2Hwa34P/80hX6PWzYMOLj45k7dy6zZs1iyZIlWseU5lbLli2xtbVl3759tGjRQvYuqFWrluw9NXbsWNnLXx0KhYLXX3+dJUuW4ODgoKHp6+zsTGZmZrlhYy4uLhgbG8saR/n5+Rw/fhxzc3N69OihM+FJdHQ0hw4dYsaMGVhbW+v81iRuRUZGsmjRIvr168eYMWMwMzOjRYsWmJmZPfXcKu+66oN0df6Joqjz3Js3b3Ly5EmsrKyIjo4mPz8fMzMzjedbWFio1wuptIeqkZERNjY23L59WyPTquRFFx4eLnv2leaWoahduzYWFhY6dSVVKhXFxcWkp6cTExNDamqqxn0HBQXJESyNGjWiSZMmpKWlce7cOQRBoHv37jq/s4KCAg0ji3RfBQUFODs7U6dOHTlbaen6qL8TiVNSxlB1A+DjXvytCG8N5dbt27cxNjaWx+bm5uaV5haUjInj4+PJzc2VNVClvuj69euyUSk1NbVSXk+1a9fGwcFBpzewxK2cnBxiYmK4c+eOxjUk+QVLS0uqV69Ou3btZM3KoqIievXqZRC3JBQWFlaIW/Bk8EvXdURRJDc3V/ZIA81+Uapvabi6unLv3j15n2SIlaCPP7169eLbb7/l3LlzNGnShPbt23Pnzh1CQkJ0vluFQoGzszPu7u5YW1ujVCp1Jg2pXbt2ubqQUh9SGpmZmbIRUNJjTk1Nle+tTZs2xMfHU6tWLZ2JLPW9u6KiIg0pDHNzcxwdHQkPD+fWrVsoFArZA1zdC1Pq90D7ezYET5NBqApVqIxR8E9BELqLonio1PavgBcfQp0qBVEUPxQEIeGf5CHVgSvAOqAmsBH4WhCEcaIoJgLZQAL/93R8pFBvFGrUqCGnTVdPc6/ekGVmZnLr1i1cXV21VqNff/11fvzxRzZv3sy4ceM0yq5Zsybvvfce8+bN4+WXX9YrVu3k5ISdnR25ubnk5OTQsGFD6tWrJ+/X5d0ioX379loC5EePHmXNmjU4Ojry559/0rRpU/Lz85k0aRLBwcHMmjWLWbNmaemE7N27l6tXr/LFF18QFhZGkyZNUKlUODk5yQOZBg0aYGRkJA9eFQoFDRo0kL0pDVkFr8LTBVEUOXr0KFAyeBMEAV9fX1nrY9u2bfTp0+ep8UR5FiCF2BuKsr5JExMTnfsdHBzYtWsXvXv3ZsqUKdSrV4+uXbtqHOPo6Kixkuvj40ODBg04ceIE7733nuyBmJ6eTmpqKhMnTsTY2JiMjAwNfVMJTZs2JTQ0lMTERObNm6eVkCk2NpZFixaRnp5O3bp1adSoEYGBgRgZGdG1a1fq16/PkCFDgJKQqsmTJ+Ps7MwPP/yAkZGRVsb34uJiNm3aRNOmTRk+fLjO56BUKjE1NeXkyZOMHTsWX19f6tevT3h4OO3bt0ehUMjvIycnh8DAQDnjseRZI3nNubi4IIoiKpXqXwmJqgweJrdAf+jU7NmzSUxMZOXKlbi5uWkliSjNLYAePXpw7NgxJk2aJOsgmZiYcPjwYaZOnYqtra1ebrVo0YK4uDg2btzIlClTaNmypcb+tLQ0PvzwQ+7evYuDgwPe3t6EhoaSlZVFp06daNq0qcytgoICpk2bhkKhYNWqVdSuXVuLW1CScMza2pp3331Xr5erkZERt27d4oUXXsDKyorGjRsTExND7dq1UalUGBsby9wKDQ3F09OT2NhYvLy8MDExeaq4ZQhKT8518atRo0b07NmT3NxcmjVrRn5+PhYWFhp8sbOz08s9QRC0vHfq1q3LvXv36N27tzxhr127Nlu3biUmJkYev5WVLGbYsGHUqFGD4uJirl69SkpKCm3atJHvR1o0UYcoioSGhnLw4EHOnTuHo6MjkydPxtXVlVq1apGfn4+bmxsODg5a97Np0yb8/f2pU6eO3vtUP0dqj8+ePYuvry+DBw/GxcVFy7BRUFBAaGgozZs3x8LCQvbiSU5Olr+7p9Ezx1BuiaJIrVq1uHbtGvv27cPc3PyBuOXq6sqpU6ews7OjcePGQEloqbOzM9euXWPs2LFASX+kL7RN4pYoily/fp2EhATZ8xR0cwtKjD3Hjh0jMDAQMzMzhg8fTuPGjalZsya1atVCoVDI0gPquHjxIlZWVnTr1k2nAas0t6Rj8vLyuHfvHr169aJJkyblcgtKeJmXl4e5ubnsPPFv8aus/isnJ0c2iuXl5eHk5CQfn5eXR3h4OM2aNdPyJJXCrQ8ePAiUPBv1Z1X62Uno1q2bHK0mJe2QuFFYWCgbjZOTk7lz5w7Xrl3jjz/+ICEhgX79+jF8+HCaNWum817c3NyoVq0aN27c4OTJk9SvX58uXbqgUCgoLCzUG/Z9+/ZtGjVqBJR4vdepU4d27drJz8HW1pY7d+7QsWNHrfmxtbW1XqNgcXGxxndibm5OcXExzZo1Q6lU0rRpUxITE2nUqJHed/S4FySqoInXX3/9sZ7/sMt5ElAZo+BZYJsgCPaAtFQtUGJ8+1chCIINoBRFMRdAFMXvBUF4B+gmiuIr/xyWKAjCc0AYMAt4SxTFA4IgnJLO+5frjJWVldz4Q8nqurq7eG5uLtnZ2cTHxxMaGkrfvn1xdHQkLy+PoqIi/P39+f777xk7dqxW4zVp0iR++uknvv76azp16lSmK3RycjJQeU+74uJi1q9fz969e2nevDnvvPMOTZs2JSUlhbFjxxIYGMiiRYt47bXXdArqf/HFF3J6eEmDolOnThQWFmJpaamhgaM+EYGSiY1UbykDmmRgrcLTC1EU2bNnjxyaV61aNerVqyfzfPv27QwcOPAx1rAKjwI5OTmcO3cOPz8/fv/9dzp37syQIUM4duyY3kEnlLSnvXr14ueff2bGjBnyJFQ9u3lZMDY25pVXXuHjjz9mxYoVLFiwQGPgWL9+fbp3705kZCTh4eHEx8djbm5O586dNQaHOTk5zJs3j/z8fL7++mtsbGx0rrT/9ddfxMbGsnr16jInBxcuXGDgwIHUr1+f1q1bY2VlJS/G5OXlERERgZeXF6GhoezduxdTU1OsrKxo3bo1UDIpkMISs7Ozyc7OxtbWVr6m5JFQOgRP3/anHRK/Fi5cSFxcHLNmzcLFxYUXXyx7HbNXr1788ccf3Lx5U/Ye8Pf3N1jg/L333uPEiROsXLmSZcuWaSyMOTo60qpVK7KysggNDeXIkSMoFAo6dOhA9erV5eOk0PGrV6/yySef4O7urpNbV69eZe/evbz55pta4WXquHv3Ln369CE7O5t+/fpRo0YNmVsFBQVcvHhR5ta5c+e4du2ahpfGf5FbZmZmtGvXjqKiIvLy8mSj4IPA2dlZS/fN1taWdu3acfToUUaPHm2wIL+xsbHeZHESlEolQUFB/Pnnn9y6dUvOfj58+HCNe7l27ZrORA93797l2rVrfPrppwbVCf4fxigZfNQzm6qPecPDw2XvpI4dO6JQKMjPzyczMxN7e/un1uBsCMzMzGjevDlFRUW0bNmSu3fvPjC36tSpQ1JSkobHnaST+ssvv3D79m0NR4CyIAgCjRs3lo2LuiCKIhEREfz5559cunQJW1tb3nzzTSZOnKglhyRF+KhDyrTerl27cjX/JEjcunHjBkZGRjRr1kxDlkTiV3h4OKGhoRrcSk9PJzMzU47OelL4JdUjMzOTzMxM0tPTqVmzJiqVirNnz3Lt2jWUSqVs4JTaZRMTEzIyMmRnCkPCh6GEe/7+/pw8eVLLg9rU1JTatWvLUgcSZs+ezY8//sjPP//Mrl27aNWqFYMHD6ZZs2Za7bogCHh4eOhcNCsPt27d4tq1a4wfP16jXKVSSVJSkla9KgoLCwtZx1OKCnBycnqgMqvw7+JBteQflhb9s6RpXxkLys/Ad8AQYLzaT2RZJz1s/JNdeAcw5B/jIACiKC4DVkjbBEEwFUUxDZgH1FI77rGqYJfOeCu5s+fl5WFtbU1mZiZHjhzh+PHj7NpVktg5IiKCixcv0rlzZ65du0ZgYKBWuaampixcuJDo6Gj+/PPPMusghRBXJCudKIrcvHmTzZs3M2/ePPbu3Uu/fv2YM2cONjY2XL16la5duxISEsIPP/zAa6+9prOcwMBATp48Sd++fWnZsiVt27aldevW5Ofnc/36dZydnTUGB5KGlEKh0MrQ/LQJm1dBP/bv309oaCjPPfcczz33HCkpKXJSmbi4uCqD4FOOgoICwsPDtYT0z507x5kzZzh37hz29vYsWLAAKysrXnjhBS5cuFBmmb169SI/P7/SWeOqVavGpEmTiIyM1NlmKhQKPD096dWrFw0aNKBz587Y2MhdDikpKbz77rvcvHmT+fPn6/W8KC4uZuXKlTRr1kxDg640bt26Rb9+/bC3t+eXX36hb9++TJo0Se4rIiIiuHTpEhEREfj4+NCnTx/69OmjU3gcdGdX19dmPu1taUFBAZcvX9bLr4iICKZMmUKbNm0YO3YsO3bsKDMMSNLF1dXXGgILCwumT59Obm4u3333nda1BEGgXr169OnTBw8PDzp06KCRyTMvL48lS5Zw6NAhJk+eTMeOHfVea/ny5djY2DBhwgS9x+Tl5dGvXz/i4+P5/vvvGTJkiAa3rl+/rsEtPz8/XnzxRb3C9v8lbklQTwahCzdu3GDFihUcPny4zHLq1KlDXFycVvhmz549ycnJYdu2bXII4YNAqVRy5MgRpk2bxldffUVxcTFvvvkmp0+fZsKECYSHh7N8+fJyM66fPHkSQNZsu3fvHiYmJnTp0kVvAh9pUbpZs2ZaRsu8vDzu37/PvXv3aNq0KZ6enri4uMhlOTk5UadOHerVq/efWey9dOkSKSkperl1584dfvnlFzkbvT44OztTXFyspSsoJS3avHlzpWWCSuPixYvMnTuX+fPnc+vWLUaNGsXZs2eZPXs2+fn5LFq0iPv375dZxrVr10hJSZHbN1EUqVevHtWqVdPQC1aHZPhydXWlVatW+Pn5aezPyckhKSmJ+vXr6+RW7dq1qV69+hOVZFCKGqtevbqczAlKvhUXFxc8PT1xc3MjKSlJy4O4efPmss6uvvu5ffs2Tk5OGgbhgIAA7t27x7Vr18qs2/379/nss8/Iy8tjzpw5nD9/nqFDhxITE8MHH3zA7Nmzyx2rGYp79+6xadMmjI2NtSLeEhISUCqVer2VJaxbt45ffvlFdn4pDQsLC2JjYwkNDeXSpUsPpd5V+HehK+FoRc9/0DIeZjlPAirjKXj/H8ObBgRB+Lf9J00AZ2AAUCAIwt+iKGYDiKL42z91MhFFUUq1VeOf4xSiKP7rqYNKr5KXdkNW1xU8f/48t27dwsPDA3t7e1nUWRqUSx29Lk0hgP79++Pm5saRI0fk8CNdkFbVYmJiyjQMqlQqYmJiuHz5MpcuXSIzMxMjIyPq1avHm2++SUBAAFDSWL/66qsYGRmxd+9evL29dZaXmZnJpEmTqF27Nq+++ioKhUIORQgPD5fTzevyEEpJSZHvX/IUfNqEzaugHzExMRgZGeHp6QnAmTNnEEWRTp06VTp7YhWeHFy/fl3+vtUnidKAXvrds2dPpkyZwldffUXbtm3p378/H3zwgc6shAEBATg7O/Pll1/SoEGDcrOk60KHDh0ICQlh+/btdO7cWcNTS4Ktra3GxEOlUnHx4kXWrl1LUVERH374Ie3atdN7jV27dnHr1i2+//77Mj2lrl69yr1795g+fbpGJrzc3FwuXrwoPwMvLy8sLCzo0aNHmfcmheeqG6T0tZlPe1t6/fp1IiIiAN38atGiBQBz585l9uzZvPzyy7Ru3ZoPPvhAZzhcjRo16NatG5s2baJFixa0bdu2wnVydXVl2LBhrFu3jgsXLuDj46N1jJmZmUZ/KYoiUVFRjB49mrt37zJu3DhGjRql9xo3b95k3759TJ06VaeXl4R79+7JYegDBw7UmDxKidAaNWokc0vq2/Vlef0vcUtCy5YtcXJyIiQkRNbuOnXqFLt372bfvn2yDlatWrWIiYnRG63Rrl07fvvtN7744gveeecd2SuwWbNmeHl5sXXrVrZv306zZs1o27Ytvr6+FQ5du3TpEr/++iu3bt3C3d2dd999Fz8/PxQKhTz+W7hwIRcuXGDcuHFlJk85cOAALi4uctifNP48deoU9+7d0/I8UyqVbNu2DQcHBzp37qzlAWZhYSFrbAN07NhRw9hqbGz8n9OLbtmyJXXr1uXixYtkZ2djaWnJhQsX2L17N3v37tVY+OrYsaNOCQEoae+MjIwYNmwY06dPl79fW1tb+vbty86dOwkMDKRevXp07NiRNm3aVNhL6vbt2/z6669cvHiR6tWrM2nSJLp06YKZmZnMo3Xr1rFy5Up8fHx0ZkqXcODAAYyMjHjuueeAkvZP8iiMjIzU6dX4+++/IwgCtWvXxsfHR282bEtLy6eOW6XrJ2nZ1q9fn9zcXJ06fpaWlnTv3h1BENi6dav8LNURGRkpeyFK+oQdOnTAyMiI/fv3y+NuXQgKCmLFihVASf9pa2vLCy+8wKBBgzh8+DDbt29n4cKF+Pj4yCHIFUFKSgpnz57lxIkT3Lp1C4ABAwZoJdqaO3cuRkZGclSELsTGxmosjrVu3ZrevXvTr18/vL29yc3N5fr167Rq1QofHx8taY8qPB0YPXq03uQehp4PPFAZD7OcJwGVMQqeEAShiSiKpZcVxgJnHkKdDIUn8BslxsGJAOqGQUEQLIE2giDUBlRAP+DVf8sgqB7SKgiCRtYi9YGdUqkkJSUFJycnebs0mWnevLlG1iUp8chnn33GgAEDZA2I0hAEgZo1a+o1Gkrw8fHB3d2dX375hWPHjmFiYiLrfZmYmGBsbIwoikRGRpKdnS0LuY8aNQpfX18NDY67d+8yf/58jIyM2LFjh1538RMnTjB16lRiYmLYt28fbm5uGiEyDRs21PhdGupaghIqqklVhScXTZs25dKlS6xZswYo0dLp0aNHlY7HM4CioiKMjIxo1KiRVvtgZWVF586dgRKPOktLS2bMmEHXrl3Zu3cvK1eupG3btvTt25e5c+dqGFDMzc3ZuXMn3bp1Y8aMGaxYsaJSoSUjR44kODiYTZs2aenNlcbdu3cJDQ0lIyODtm3bMm3atDKNkaIosnr1aho1alSmlyCUeD6OHj2ab775hnr16jF58mTMzc25ePEiJ0+eJDg4mEmTJj1whkorKys5qZW+xaqnBUVFRcTFxclemvr4VVRUhCAI9OnTh4CAAJYvX84vv/zCgAED8PHxYd68efTq1UvDaPvzzz/TuXNn5s6dy7Jly/QudpWFPn36cODAATZs2ECrVq3K9EyRwonv3LlDgwYN+OCDD8qdtHz//feYm5szbty4Mo+rV68ey5YtY8aMGUybNo1ly5bJY4xTp05x+PBhunbt+lC4BdqLoU8qtyT+uLi46DUuSLC0tGTq1KlMnz6d/v37c+bMGbKysjAzM6NTp0707dtXzg594MABvZl6R44cSWZmJrNnz+b9999n3rx52NvbIwgCn3zyCTdu3CAwMJBTp05x8eJFjIyM8PLyonXr1rRs2VKvoRZKhPlPnTrFrVu3qFGjBm+//baGLpc6du3apTeBgYT4+HhCQkKYMmWKXEbDhg25f/++nKm0NFasWEFQUBBz587FzMxMw3Ccl5fH5cuX5YVuKanNk8qPB4Wh/LK0tGThwoUEBATQv39/oqOjuXPnDoIg0KZNGyZOnEjv3r156aWXWLduHe+//77Oclq2bMnWrVsZO3Ys7777Lu+//77sRTZhwgR69+7N6dOnOXLkCOvXr2f9+vW4u7vj5+dHq1atylyAzcnJ4cyZM1y9ehULCwvGjh1Lnz59dN7XnDlzmD17dpne2EVFRezevZuOHTvKOqiS7py+MNFjx47x3Xff0bFjRwoLCzX2qXOrdu3azwS3pPqLooiVlZXsTR4cHKyhldi0aVMGDRrEt99+y4svvqi10NWjRw9u3bqlkbnX3t6ejh07snv3bt544w29/OzVqxeJiYlabYiZmRl9+/alR48e7Nmzh99//5233noLd3d3unXrpve5i6JIfHw8Fy5c4Ny5c/JiirOzM6NGjaJDhw4a7z46OpqPPvqIoqIitm3bVmafuG7dOgRBYOfOnZw9e5aDBw/y6aef8sknn1CrVi0aNGhAWloa7777bpkLuRIq0j9UoQpPMypjFAwA3hIE4QZwX217K+Df9BY8BwSJopglCMKnwCugYRhUAdWALoAt8Jooiv9aiHNpI6C+VfKUlBStLLpGRkZUq1ZNSxciPT2dYcOGUadOHX766acyvU1sbW11aneoQ6FQMHnyZFmrori4mLy8PAoKCuRMTUqlEnd3d5o3b46npyfZ2dlaiUZSU1P56KOPKCwsZO/evToNgikpKcycOZN169bh6urKli1b6Nixo5xF09TUFIVCgbm5OR4eHsTHx1O3bl1MTU01tGfUtQSr8GwhLCyMnJwcXFxcZENxjx495MFsFf4dPCqNzri4OBISEnB3dy9XKys3N1fWevHz82P69OmsXLmSr7/+mg4dOsiSBZKBxtPTk2XLljFz5kzZMFjRdqJatWr06dOHnTt3cunSJZydnXF2diYtLQ0bGxtsbGwwNjYmLCyMW7duYWlpSd++fXnvvffK1Ug7duwYkZGRLFu2DIVCUWbGR0EQWLVqFZcvX+ajjz6ifv36vPDCC7Rq1YqQkBDu3r3LmTNnyvUQNAT6FqseJR4Fv+Li4uRshuVpq6lzS8pGvH79ej799FMGDx6Mr68vc+fOlY2Djo6OLF26lJkzZ/Lee++xbNky2ePQUBgbGzN06FCWL1/OsGHDaNCgAc7Ozty5c4fq1atjY2ODpaUlkZGRREZGYmRkREBAAAsXLixTFxhKIgd27NjBiBEjcHR0LDeb6JQpUwgODuaHH37A09OTN954AyiZ+CiVSq1J9oPgcfBLH9QNlKURFxcnZ8ss3d9IC7fqRrhx48bx5ZdfEhERgbe3N6+99hoBAQHs2LGDzMxMWrVqRbVq1fjtt9/0GgWhRKA8NTWVb775hnfffZcPPvgAFxcXDS2ul156iejoaM6ePcv58+dZu3YtUKKvbG1tTdOmTalduzYKhUI22Fy5cgVTU9MyDTbqKO873LlzJwqFgv79+2ts1/dOr1+/zocffki/fv2YMmWKVgbYy5cvy7rBbdq0+VeynD9qlKWZqY9furjVtm1bevfuTVBQEB4eHixYsICuXbty4MABMjMzqV69Ol26dOG3335j7ty5euvTvXt39u/fz/PPPy+3c5LnubOzMy+//DJNmzbF3Nycs2fPEhwczObNm9m8eTNOTk44ODjQpEkT2RBSVFTEhQsXCAkJQalU0rdvX1566SUNKQ1dkBab9OHUqVOkp6czYMAArfN0GQSzs7N59dVXadiwIW+//bZWe/8scksdkoEwODhY4z4lfP3111y8eJFXX32VkJAQrW9U1zN94YUXOHr0KKdOnaJLly56r1sWTExMGDBgAF26dOH3339n9+7dxMbG0qZNG3x9fWUO3b59m5s3b7Jp0yZSUlKAEu3moUOH4u/vT1FRkVZESEhICJ9//jlWVlYcOHBAr1QKlIwv1q1bR5cuXejdu7csbzF8+HDMzc3Zv38/R44coU+fPlrJuNS/R/X5d1n9w9OslVuFKpRGZYyCtYA3S20TgNo6jn1kEEUxXRAEo3/+nicIwseUGAYFQRB2iaKYSUlClN2AyT///2sobQTUt0ouDQacnJzkzis+Pl4WjK1ZsyaCICCKIuPGjSMxMZGDBw9ibm5OZmam3sm1sbEx6enpxMbGau1LSUnR0Fzy9vbW8H7QlRQESrJRFRQUyNm6oERnYtGiRWRnZ/P+++/TtGlTjUmJSqVi48aNLFiwgKysLHx9fVm4cCHdunWTjX05OTkYGxvLz0r9/t3c3GS9RXj8E4sqPBhOnDihc/uBAwdkvRczMzNcXFxo27ZtlfDvY4D6RL6yHrjqA3FRFMnLy5M1YKSspfqgUqk4f/48V69eRaFQ4Ofnh42NDXPmzGH8+PGsWbOGlStX0qFDB9555x0WLFgAlHhBLVmyhFmzZjFjxgy++uorDU0efZ7TaWlpcpvWrVs3qlWrxrVr10hOTub8+fNaoToKhYImTZrQuHFjatSoIYe66ILkcfH9999Ts2ZNunXrRk5ODvn5+XrDKJVKJY6OjmzcuJEOHTowf/58eSLw8ssvc+XKFdq2bavzGZYWCy8PjyOk80H59SDcUiqVWtwyMjJi7NixvPjii2zdupXPP/+cwYMH06dPHzZs2CAncVm6dCkzZszg3XffZenSpfLEpSxuwf+1e93d3XnrrbcICQkhOTmZiIgI0tPT5cmGhHr16tG8eXOcnZ2Jj4/XW67ErTVr1qBSqRgxYkS53IIS7+vly5dz+fJlFixYgK2tLXXr1sXX1xcHBwdatmz5ULgFjy9kWFf9s7OzSUpKwsbGRh5XSSidyEwd6pIlDg4OiKKImZkZFy5cYOfOnaSnp+Pi4kJCQgK5ubk4Ojri5+fHiBEjWL16NSkpKWV64jVv3pyFCxeyePFiZs+ezaxZszSkU+7cuYOlpSVdunShc+fO3L17l6tXr3L16lWuXbvG1atXMTU1pVatWiQmJsqZNFu3bk1AQIBeXcK7d+/q3J6Wlqbxv1KpZOfOnfj5+WFmZqal16mOoqIiRFFk4sSJmJub89FHH8kh8+p9uXo0zNMGfe1LZmYmsbGx1K9fXysMWx+/dHELYPPmzWzfvp379+/j5eVFWlqazK1WrVoxZswYxo8fz8mTJ/H09NTLLTc3NxYtWsSiRYv49NNPmThxIj179pT3Z2dnY2ZmRps2bWjTpg3379/n2rVrMq9u3ryJkZERtWrVIj09ndzcXOrXr4+/vz/du3enuLiY9PR0revq4xZoyx5t27YNJycnmjZtSkZGhl5+FRUVoVAomDt3LrGxsezatYtGjRoRGhqKj4+P7K36NHOrIih9n5LXf2RkJB999BGjRo1i7ty5fP311xQUFOjVDM3MzKR58+Y4OTnxxx9/aEiWAGUuSqWlpelcRBo8eDAqlYqrV69y+vRpzpw5IyfYVCqVGBsb4+npSbdu3WjSpImGp3Fubq5GXfft28ePP/5I/fr1mTdvHm5ubnp1aUVR5Pz588TExMjjwlatWsn9vaenJ15eXnTo0AEnJyeaNGmiMV/VJU8Fmt9v6e+/rO8eys42XYUqPGmojFHwU1EU15feKAjC/QevTsUgiqJS0ggURfEDQRA+ASYAaf+EDReIorgR0K2C/AhhaEirunZEXl4eYWFh8mTDxcVFDnf67rvv2LVrF0uWLJH1kaytrTXCi9VRo0YNsrOzcXJy0howeHt7lynSWpYhpqCgQNYxSUtL44UXXiArK4s///wTPz8/DT2jy5cv88YbbxAYGEiHDh0YNGgQ1atXJzc3lyNHjhAQEICpqSk3btzA0dFRbjzVG2BBEDQmFlUN7LOHv/76S17xlDRzqrIMPz48jIm8+ncqGYFsbW1p0KBBucaFwsJCXFxcyMrKonnz5hgbG8srsXXq1GHhwoVMmjSJSZMmsWzZMqpVq8asWbNo3749HTp0wMPDgwEDBvDKK6/w8ssvM2bMGFq3bq23rfT29tbwdigtWF6zZk1u3rzJzZs3SUxM5IUXXpCzr54/f15vqKVKpaJ27drExMRw9uxZ5syZI2sjZWRk6B1sC4KAkZER7u7urFy5khEjRvDjjz/KHpa6PATVvanLgq7sgGX1U4+ivX1QfpXFrfJQXFyswS0TExN5pd/e3p7XXnuNIUOGMGfOHNasWcPrr7/O+vXrad++PQqFghYtWtCzZ085dHT06NH4+PiUeS/q2kd+fn4ambFzcnIwMTHh5s2bxMTE0L59e1m30BBuFRUVsWvXLnr16iVfpyxuQUkkgo2NDZs3b6ZZs2Z89913+Pv7y5koS3uVVZZb0jZ9/HqUfbmuTMiAvPBka2uLlZWVxr3p44+6ZIm615OdnR2DBg0iNDRUDmXLy8uTs4WPHz+e5cuXy2Gc+tCnTx+srKwYOHAggwYN4tNPP+Xrr7+WNbHOnTundc7zzz8PlHiw3L17lxMnThAcHEyXLl2YPn06rq6u3L17V+84Ly0tTWfIL5SEBdeoUUP+//Dhw6SkpLBo0SKaNGlSZmZThULBt99+y5kzZ/jll1/IyMjg0qVLWFlZ0alTJ/nZWVpaauhzVoYLj8qjvTzoy7Kdm5tLdnY2ubm52NnZaXBLSpRX2qCgj1smJiYMHjxYL7defvllpk2bxvr16/nmm2/KrO/o0aN58cUXGTNmDD/88AOmpqYsWrQIY2NjHB0dtdoKyWh4584dMjIyOHHiBKdPn6ZJkyZMnz4dHx+fSnML0OBWUlIS586d44033sDLy4vi4mK9/FIoFJw+fZrVq1czbdo0evXqxcGDBwkLC8PY2FgOlX0auFVW+WXVV31f6fs0NTUlKCiIkJAQWrRowZtvvsmKFSsYMmQIbdu21Vtuw4YNMTExYcSIEaxatQo7OzsNjfmyPMd9fX31zhddXV2pUaMGoaGhbNmyhfj4eFq2bEnHjh2xsbHRyx+FQoGPjw/FxcXMmTOH77//nj59+rBu3Tqsra3L9WRft24dtra2DB48WO7rRo4cyYULF+RvSalU4uPjo+VkokueCv6f6BI0+0OFQqH13Vd5Dj4c1K9fv8wF9/KijapQOVTGKKjPVWss8Fflq1I5iKKoEgRBEEvwviAIbwOrgTRgxL9dnwdBWFiYbByRGnvJZX/u3Ln069dPDvUpD7a2tqhUKnJycsp1768oioqK2LFjB8uWLSMuLo5NmzZpuekvWbKE+fPnY2dnR//+/Zk+fTpdu3bl5MmTbNmyBSjx+nN0dCQ2NhZzc3N5xUu9AYYqzcBnGWvWrNHKLpeQkFApTbgqPBw87O+tokYgS0tLTE1NMTExoaCgAIVCIXvrSYaJunXrsnv3bkaNGsXs2bNxdHRk+PDhQImA/8GDB1mxYgUbN27kp59+onHjxgwfPpzBgweXqcWlC3Z2dvj6+mqtoBuKTZs2oVAo5PpVBP369ZOfW5cuXUhJSWHbtm306tULGxsbcnJyOHfuHJ6envKK95PuTf0w+VVRbllYWGhwy8bGRhZuF0URa2trHB0d+f7776lXrx4ffvghTk5OLF68GCjh3aFDh/jmm29kb55atWoxZMgQhg0bhpubW4Xqb25ujqenp86kWobgwIED3Lt3r8wkJPrQsGFDWrdujUKhkLm1b98+Obv208it0ijtlSqNK6R2xJAoBHXJktKh2VZWVvj4+BAYGIi5uTl+fn4yF1u2bIm3tze//PKLQcL7rq6uHD58mDFjxvDGG29w+fJlPv/88zLPkZILlKdT+iCQwkkNucaNGzd4//336d+/P6NGjeLevXtcvny5zAQGlcXD8Gh/WNe3srKiRo0aKBQKDe/0R8UtS0tLhgwZwubNm/n000/LvX9ra2t+//133nvvPVauXMnVq1fLzWBsYmKCv78//v7+5TyJymPbtm2oVCqGDh1a7rHZ2dlMnDiRhg0b8umnn5Kbm4tKpaJ58+Y6kzc9CB41tx5V+b6+vuTl5aFSqZg7dy579uzhlVde4ezZs+VeZ+jQoaxYsYKtW7cyderUh1YnHx8frfdz/fr1Ms9JS0tj9OjRHD58mDfffJPFixeXK6MBJXq8W7duZcSIERpjAisrK7y9vTl37hyFhYW0b99e5zdpiDxV6e9a+u6lceWTJJnxNOPWrVtlRn38/fffD3yNt99++4HLeJjlPAmozBLIq6U3CIIwBeip49h/BaIoisL/TfJXABEYoSMZyhMLpVJJjRo1aNGihYZeUWZmJmPGjKFGjRp89913OlceEhISGD58uOwuDchuzFLj9DCQlZXFL7/8gre3N6+++ioqlYoNGzbQsWNH+RhRFPnyyy+ZN28ezZo1Y9y4cTz33HOYmpqSlpaGKIr06NGD/v374+PjQ8OGDfH09NSpQyi5w5enkVSFpxM7d+7UMggePHiwyiD4jED6fqFkcCTJIEiDeXVICxiS9tSdO3eIjIzk1KlTGBsbY2xsTEREhBzmm5eXR2hoKKNGjaJnz5689tpr7Ny5Uy6vZcuWrFmzhqioKFasWIGFhQULFizAx8eHV155hePHj1dIayg5OZlFixbRtWtX5s6dq8VbfSgqKmLTpk107dq1TO9sfTA3N6dLly5cvXoVMzMzWfPp1KlTQIkX0ZkzZ4iIiMDW1lY2diiVSpKTk/WGDD0LKL0ir6+/KItbRUVFALLIOZRw6/z587Rp04aAgAC+/fZbFi1aJO93dnZmyZIl3Lhxg40bN9K0aVNWrlxJ+/btGTRoENu2bdMrwaELubm5rF69mj59+jB58mR5YdCQ+1+/fr0cll4Z9O7dm+DgYAoKCti8eTO7du16prhlaWmJtbW1zAlpYizxwcLCAltbW4yNjYmOjpb5UBEEBgayfv16du/eTXh4uMa+cePGERoaqrVdH+zt7dm+fTvTp09n9erVvPDCC+UmjHsUEEWR1NRUAgMDOXjwIIMHD9bKHlwaSqWSV199FXNzc3msGhkZSUFBAZGRD1/O29LSUtYLexxQ55YoiigUCiwtLWWjzKPm1vjx48nJyWHHjh0GlWVsbMwXX3zBd999x4kTJwgICCjTE+dRIisri7CwMDZv3ky7du0MWkz58MMPiY2NZc2aNVhaWhIaGkpERASWlpYP3fjyqLn1qMq3trbGwsKCiIgIrl27xtq1a4mJieGDDz4o99wGDRrg7+/Ppk2bCAsL05nh+N9ATEwMAQEBnDhxgtWrV7Ns2TKDDIIAO3bsIDc3l/Hjx2vtu3r1Kjt37mT9+vUEBgZWuF5FRUVER0djbGws94elPT5FUUSlUmFtbf3Y2qX/Cp5//nnZY/5xlvEwy3kSUBlPwTqCIHwtiuIMQRCqAWsBH0C/iMS/gH8Mg8aUGDp7iqJ4o7xzniSkpKRw//59GjZsqBGmc/z4caKjo1m6dKleN+3vvvuOP/74A0A2DErZqfbs2cOkSZMeqG45OTls2LCBn3/+mczMTDp27MiXX35J9+7dNVzf79y5w8SJE/nrr78YNGgQHh4e1KhRAx8fH2JjY4mOjqawsJBWrVrh7e1NamoqTk5OeHl5oVKpSE5O1hB4lVZcJD2efztMpAqPDrt37+b8+fMa26ZNm/ZIPR6q8O9C14qp+jYLCws5DEN99dXS0hJPT0+uXStZ07l8+TLFxcWEh4djbGyMj48PERERXLp0iUaNGvHWW2+RmZnJpEmT8PT0pHHjxnId7OzsmDBhAs8//zwxMTFs3ryZbdu2sWfPHjp37qyxkKIPe/bsYcaMGdy/f59WrVrx888/s27dOmbNmqUh8F0aN2/eZMaMGSQmJrJ06dJKPcPCwkIyMzNJTEwkLy8POzs7HB0d6dChA/D/UGc/Pz85OyFoa+OoC2gbOsB+0lGaX4Zwy8LCQoNbly5dori4mMjISNkzR51bH330ET/99BOLFi2iZcuWGgM/U1NTBgwYQPv27UlLS2Pr1q1s3ryZqVOnsmrVKj766CMCAgLKvIfr168zYcIEbty4QfPmzTl06BDbt29n7Nix9O/fX2/IbmpqKmPHjuXAgQPMmjWr0u/03r17iKJIUlISdnZ21K9f/5niliAIKBQKMjMz5bFDcnIyUDJGsrKywsrKiujoaCIjI0lJScHX17fMENnSsLe3p169enh4eGh5fEpREkFBQQZ7gxoZGbF48WKaNWvGG2+8wZUrV5g/f/4j00i7ffs2ly5dIiYmhpiYGG7evElcXJxsjDQ3N2fEiPKDbubNmyeHDUsLe1IYYN26dVEqlQ91/Pa4I0gqwq2oqCiKi4uxs7PTmURQH8riVrt27XBwcCAwMJCRI0caXO9x48bh4eHB8OHDef3113n77bfp1auXwedXBCkpKYSGhhIdHS3z69atWxqag2UlS5GwZcsWOWxYalOfZm49qvIleQylUomvry/W1tZMnTqV5cuX065dO4YMGVLm+a+88gqTJk2id+/eQEmod/369XFzc8PNzQ0PDw9atGhR4WgLQ7F3716++OILbG1t2b9/P+3bt6/Q+YGBgTg6Our0bvX09KR58+ZERUWVGd5eGkqlktTUVDIyMmQjuuRxnpOTI3/zEv+ys7OxtbWtCh1+xJAWmtTH+4+jjIdZzpOAyozg3gUKBEFYB3QHgoAWwHMPs2KVgSiKxYIg7BGfwnRTurQMcnJyMDMzo0mTJqxatYrx48frnCRMnDhRK8zE29ubPn368OOPP9K4cWMNbz5DIblir127lvT0dDp16sSkSZPo06ePxnGiKLJp0ybef/99CgoKeOWVV1i8eDGhoaG0adMGhUKBkZERHh4exMbG4uXlRWpqqizAXqNGDZ0Cr9JKi0qleqxhIlV4uDh69Chnz57V2PbSSy89soFGFR4PdIV2Sn/rMtao/87Ly5PbCUEQqF27NsbGxrLeqpR9zsvLCwsLC+rVq0fHjh0ZO3Ysx44d06kf2KRJExYsWMDcuXP55Zdf+OKLL+jWrRv9+/fn9ddf1xKJzsvLY/ny5ezYsYMWLVqwe/duGjVqREJCArNnz+ajjz7Czc2N9957TyM8rqCggHXr1rFx40YcHR356aef5EF2RbFgwQJOnjzJmjVr6NSpEyYmJrImD5QYwzp37qx1Xun+RL19VdcLeppRml+PilteXl5ERETw+uuv4+3tLSf4UEft2rWZNm0aU6dOZc+ePXz00UcMGTKE3r17M2HCBK1zVCoVmzdvZvXq1VSrVo0//viDTp06kZWVxeLFi/nxxx/ZsWMH06dPp3Pnzho6Znv27GHVqlUolUrmz5/PlClTKvX8tm3bxurVq5kyZQqjRo0iKCiI9u3bP3PcKs0PaXyhPpZycXEhJSUFQRBISUkxKHN5Xl4eERERNGrUiGHDhuHu7q41Prt69SqArEFaEYwaNYqmTZvK+nETJ05k+PDhOo0feXl5pKSkYGFhgaOjY5kGkrS0NA4dOkRERASBgYHExcUByN+Ci4sLAwcOpEGDBri5ucnZjcvC2rVr+eabb3j11VcZPXq0vN3KygovLy9iYmK4ceMGHTt2fOgeNI9LWxAM5xaUhOMmJSVpHFcW8vLyKCwsZODAgXJbpI7ExETS09Mrxa327dsTGBjIiy++yKeffsqFCxeYMWOGzn6zqKhI/jbKM/zn5OQQFBTElStXOH36tLz4AiXthZubG127dqVBgwY0aNAADw+PcusfFBTEq6++ynPPPSfLOMDTya1HydXc3FxOnjyJnZ0dXl5e8lxpyZIlhISEMHnyZOrVq1dmOHi/fv04efIk169fJyoqiujoaKKjo2VdUQlNmjShQ4cOeHp60qVLlzI9NYuLi7l37x5QwgFdmdDz8vL46quv2LNnD61ateKPP/6oVGSFu7u7vEDXr18/jXpZWFgwfPhwwsPDyc/PN0gnF0oW4JKSknBycsLd3V0jWZCFhYXWfLX031V4NHj11ZKg1WPHjj3WMh5mOU8CKmwUFEXxVwBBEGwBO1EUB/3zvx/w4EHeD4in0SAIurUMgoODuX37NiNHjuSDDz7gq6++0rmqVr9+fe7du6eR5EMQBObMmUNsbCzz589n7dq1Busd3bx5k40bN7Jz507y8vJ47rnnePPNN2nRooVWZrC4uDhmzpzJkSNH8Pf3Z/DgwXh5eWFqaiqHNOXk5ODm5oaFhYUshm5qakpxcTHFxcUolUqdRlEpY7N6aEYVnm788ssvcmZpCTNmzMDR0fEx1agKjwq6Mq5LiYMEQdAw1kjZdaHE8OHk5ERxcTHVq1eXkzG5urrKYYDqbQmUtEMDBw7kp59+4v3332fZsmV662VqasrkyZMZPHgwS5cuZd26dRw9epSJEycycOBAjI2NiYyMZP78+cTFxTF16lTmzJkjh8/VqVOHdevWsXv3bmbOnMnrr7/OwIEDmTRpEtHR0Xz++efcvn2bXr16sXLlykpzOzAwkC+//JJXXnmF0aNHk5qaiqmpablC26Ddn+gT0H6aUZpf6v/r45ZKpaowt0JDQ+V3OWHCBPbs2VNmkph+/frRrVs3fvjhB7755hsOHz7MkCFDGDduHFZWVty7d4+PP/6Y8+fP07FjR9asWSNzxMbGhk8//ZSXXnqJ1157jQULFtCuXTtmzJiBSqVi2bJlspD8mjVrKmUQgBKB/6lTp+Ln58fSpUvJyMjA1NTUoBDHp41bpXlibW2t5cVhYmKCj48PqampBt+H5FEKJclkdA09d+/eDaAhCVMR+Pj4sGbNGpYuXcr333/P1q1b6d69O2lpaaSmpnL37l0yMjI0MgwbGxtTo0YNHBwcqFevHjVr1qRmzZrcu3ePoKAg2VBpY2NDu3btmDhxIn5+fri5uWFubs79+/c1kkGUh6NHjzJ9+nR69uzJoEGDyMrK0tCxdnJy4uzZswQFBWFmZkaXLl0q9Sz04XFqC5bmli79bkkju7i4GFNT0wrx69q1a7Rs2VKnqP62bduAynOrTp06fPnll6xbt07uA7t3705hYaHMrczMTO7fvy+fI2kmOjo64uLiQs2aNalVqxYFBQWcOXOGixcvyvfp5+fHrFmz8Pf3p2HDhvKiW3lh6OqIjY1l6NCh1K1bl5kzZ1JYWKjxLJ42bj1Krp4/f56jR4/Srl07jf7LzMyMNWvW0K9fP4YMGcKJEyeoX7++3nLc3d01+hVpvJGVlcW1a9cIDg7m9OnT/PbbbxQWFmJiYkLLli1p164dpqamJCcnc+fOHeLi4khLSyMlJUWjbbSzs8PW1paaNWvi5OSEk5MTgYGB3Lp1i7Fjx/LKK69UyiAI/8/E/Ouvv1KzZk05+Yz6sxBFkWvXrmFmZqbxnPRBitBzcnLS6vcVCoXWN1+lI1iFpxkGGQUFQVirazPQWhCELUAO0Bv48CHW7T+PNm3aYGRkhJeXF5cuXWLZsmUMGzZMZ5Y8dYOgBHNzcz7//HPGjh3L0KFD6dq1K82bN8fR0ZFq1appdK5KpZLAwED++OMPQkNDMTU1pW/fvowYMUL2nFBHTk4O69at47PPPgNg8uTJeHp6yg2ulZUV7dq1k/VVYmJi5MxPUDKxMDY25s6dOygUCmxtbalRo4ZOl+vHHSZShYeDH374QcMgWL16dcaOHavloVWFZwv6srGpG2uKioqIi4vDxcUFY2NjuX1ISUmhVq1aOsOtcnJyCA0NxcfHB39/f4yNjRFFke+++44uXbrQr1+/MuslJZBo164dP/74I19++SXbt2+nRo0ahISE4ODgwDfffKM3dK5fv35YW1uzfv16/vrrL44cOUJmZiY1atRg6dKltG7dutIGwZycHF555RXq1avHkiVLgBLh5djYWOzs7KhevbrG8VLm+hYtWuhc/ZYMOc9aSEtFuWVkZFRpbtWsWZO33nqLJUuWMG/evDLrZW5uzrRp0xg6dChz585lw4YN7N27l6ZNmxIWFkZhYSGzZ8+mb9++Ojni7e3N8uXL2b17N2vXrmXcuHHy4tjbb79N3759K20QFEWRKVOmkJuby5o1azA2Npa5ZW9vr+Xt91/hlvSO9aGoqIj4+Hjq1KmDkZER9evXR6VSaYyPcnJyOH/+vJwlNj09nTp16lTIYFpQUKAxNrO2tpb1UHfu3MnOnTvlybSrqytubm5Uq1YNJycn8vPzSU5O5u7du8TFxXH16lWOHTtGXl6ebPicMWMGzZo1o1OnTg8c7h0ZGcnw4cPx8PDgtdde4/Lly6hUKjmDreRNaWpqKmtulYeKelM9aDbzfwuSsVbXd1KaW3l5ebL3ucSv0tySFugrYhQszS0jIyMmTpxIy5YtWbduHXv37pW5Vbt2bdq1a0e1atWoXr06KpWKu3fvkpycTHx8PLdu3SI4OJjMzEwEQcDLy4vx48fTrFkzevbsqdPrsCLIyMhg0KBBFBUVMWfOHGJiYggKCnqquVXR8ipSX1EUMTIywszMjAsXLuDl5SVfJz4+ngEDBvDzzz8zaNAgjh49qnPOWBZsbGzw8/PDz8+PN954g/z8fPbv3094eDiBgYGsXLkSURRlg5+9vT1NmzaVFyUkL+x79+4RExNDdnY2cXFxpKamYmdnx5dffomfn5/WfZbmbFmQ5ph169aVDX7Sd+Pr6yt7l0JJOHFOTg4WFhYolUri4+NxcXHR8mQ0JPlIFarwrMDQEUEX4Bcd279X+zv/gWvzjKK8zqq0MHpBQQHR0dE0aNCA9u3bY2RkxJdffsm+ffvo27cvGzdupH379hQUFOhNwuHp6YmJiQleXl6EhITw8ccfc/jwYY4cOQKUrF42a9ZMnrhu2LBBHpR88sknjB8/XmviCSUisJ999hk//fQT9+/fp1evXgwePJjWrVtz584dWrZsSWRkJD4+PhQUFJCdnU1kZCTXrl3D2NhYzqoM//csMDc3rwoPfoagK7nNiRMnWLFiBQDh4eE0atSIPXv2PPED+SpUDtLER5pISIkX9H3fcXFx3Lx5E/i/Xou6B5JUniAI8mQgLi6O/fv3k5OTQ+/evenYsSPt2rXjwoULvPbaa5w8eRIzMzPS0tJIS0vj/v378t8ODg6MHTsWS0tLRo8ezejRo/n777+ZO3cuZ8+eZcCAAaxcuVLn6rA6+vTpw/PPP09wcDDvvfce3t7eLFy4UM7equ9cGxubMkNX3n33XaKjozl69KhsNGrRogWCIOjUJgsPD+fSpUsoFApZC04XyuqLnhajTnncKn2P6txyc3OTw+CgYtzq3LkzISEhLF68mICAADw9PXVySxRFxo0bJ0+Gtm3bRkhICLNmzeLUqVNyRtpGjRqhVCr1Tni6dOlCjx49mDFjBrNmzUKhUPDFF19Qt27dB+LWhg0b2LNnD19++aXsWfGscau86+kzJpeFuLg4rly5woULFwgICKC4uJhmzZrJfZgoioSEhBASEoIgCAQEBHD58mVatWpFcXGx3usIgiB7T23evJlRo0bRqlUrevfuTe/evWWjdIcOHVi8eDGCIMhllaWllpOTIxtLMjIyMDMzk3mhUqn09r3Vq1cvU/NOqmtCQgKDBg3CzMyMd999l65du8qGAwkRERFcvHgRT09PBg4cSLNmzfTyRLqninpT/duLxoZwq6L80sUtW1tb+VmqVCotbkVERFC7dm0cHR3LTPojva/w8HDatm1LnTp1ZG516tQJKysrnnvuOaZNm1Zhbkl/K5VKeXG3LG4BZSZhEkURU1NT8vLyGDlyJDdu3JA9p8+dO/fUc6ui5ZWub1ltrJSduqCggIsXLwLIhrHWrVujVCrp3LkzgwcPZuTIkezYsQMLCwuqV69epsGxrLZg7Nix8v7MzEyMjIw0Ij708UAyYEp/SwteUKLJd+DAAfbt28f+/ftJSEjg7Nmzct+Ul5entz5OTk6y56qlpaVWmyyFmPv5+ZGTk0NmZiZ5eXmcPn1ark9ppxtd36/6912lc1+FZwmGGgVXi6K4pKwDBEFIfgj1qQIQHR1NWFgYCQkJBAQEYGRkRJ06dThy5AjDhg2jc+fOfPLJJ0ydOtWgBqlGjRqyQebOnTscP36cS5cuERISwoYNG8jNzaVDhw588skn9OnTBwcHB43zRVHk5MmTrFixgr///htBEPDw8GDevHmMHz+e69ev4+rqSqNGjeSO28rKSjZYSp1VaaFsaQVGFEWMjY2rDETPKA4dOsT8+fPl/11cXLh27VpVZ/ofQG5uLsXFxeV+35JOi7pei74VWilsLy0tjfz8fK5fv06XLl0wNjbGzMyMDRs24Ofnp9PDWR2ffvopH374IcOHD8fExIQXXniBXr16oVQqsbCwqJAho02bNhw9etTg48vC0aNH+fbbb5k+fboc/pKXl8fly5dp3ry5ToOPug7efwX/NrcAVqxYwZkzZ7R0dUvjk08+YebMmbz99tuYmpri6+vL4cOHyc3NxcTEpEIhdPXr12fr1q0GH18Wbt++zYwZM+jUqRPTpk0DNLmly7vnWeSWriRIulBQUMCNGzdo1KgRdevWJSwsTDYy6/Kc9PHxAaBZs2Zcu3aNa9euMXDgQIPqlJ+fz5w5c3B3d8fKyorPP/+cRYsWYW9vT/fu3enduze9evUqV9+vNARBqJCwviG4ceMGvXr1Ii0tjffff5+BAwdiY2NDly5d5HYzLy+PvLw8mjRpgo+Pj8Ft6tPi+VcWKsovV1dXiouLDeZWbGwsly5d0oi+KQ9z5szBzMyMxo0bs3btWlatWoWZmRkdO3akT58+9O7dm0aNGlXYgP+wwyUzMjIYMGAAp06d4s033+TVV1/9z3KrIvU1NzendevW5OXlIYqi/IwsLCywtramR48eACxfvpw33niDvn378tdffz2wR6eEykb8iKLIjRs32Lt3L/v27eP48eMUFBRgYWFBly5dSElJYe7cuezcudOg8lq2bMmlS5coLCwkMTFRNiZK348E6fsKCwuTHWKqV68uOy2U5Z34OCULqlCFRwlDjYIryjtAFMXVAIIgWIqimPtAtXpGoZ6lT9/qS15eHunp6VhZWaFUKklOTsbV1RUAX19fzp8/z+TJk5kzZw6HDx9m7dq1FdJ/qVWrFr1792bAgAFAyapdenq6Tq/AwsJCNm7cyMqVKwkLC8PJyYnp06czceJEYmNj6dChA1ZWVvJE9eTJk3ICic6dO2uEcOnK0qm+2lLVsD6bCAwM1DAIVqtWjXXr1lUZBP8jUB/UlvXOJd0lXSgd/ikZJ+rVq8eOHTswMTHh5s2bcqIIDw8PDh8+zIkTJ7C0tCQuLg47Ozu6du2Ki4sLDg4OHDt2jE8++YTXXnuNL774gg8//FD2etGHwsJCjh8/jkqlwtraGisrK2xtbalXr95Dy7qakZHB66+/TuPGjWVpBijJwHzhwgVAd1sqrX7/l1AZbpX2tKgot2xsbNi/fz9//vknpqamxMfHY2dnR+fOnXFxccHR0ZHIyEiWLFnCxx9/zLfffsu7777LpEmTMDc31zuBVqlUnDlzhvv372NjYyPzy9XV1eDQqfKgUql4/fXXUalUrF27Vn5m6tzSxaFnkVuGTrZv3LhBREQEUNKuNGrUCCcnJ1q1aqXTOG9lZUVAQACxsbEcPXoUpVJJq1atDKrT6tWruX37Nn/++ScFBQX8+uuvnDt3jv3797Nv3z5ZQ87IyAhbW1tZm0v6bW9vj7+/P8OGDdNa2C0LxcXF5OTkGBxOePHiRfr06YNKpeKVV16hefPmXLx4ER8fH43nGRERQWRkpN5npQ/PglxMRflVWFhYIW5FRkZy5cqVciUyJBw/fpw9e/bw4Ycf4unpyQ8//MDly5fZu3cv+/fvZ+bMmcycORNBELCxsdHilpS8YuTIkfJ8xBCIokh6errBMhp3795l4MCBREREMHLkSPr06fOf5lZl6mthYYG5uTkXL17U0sfNycmhadOmvPvuu3Kite3btxucIEqKsqiI4fjWrVts2LCBiIgIMjIyyMzM1PidlZUl98tNmjTh1VdfpU+fPnTs2JG8vDymTp3Kpk2bOHHihEEJM729vVm2bBkxMTEkJibi5uZGQECAVt8vzU9btWqFUqnEwcGBGzducOPGDYAys8U/bcblZxHvv//+E1HGwyznSYChM5kPBUE4Kori/rIOEgShPTAKqFw6vGccujLslsaVK1eIjIykQYMGFBUVaQ3u7OzseOONNxBFkV27dtGlSxeOHj1aIcOgOoyNjXUaBC9evMj48eOJiIigWbNmfP/99wwbNgxzc3NMTExkvRP18GVJbNvQCUR2djbJycnUrFmzSlfuGcT58+eZNWuW/L+npycrVqyo0uf4D0HXoNaQ0CqVSiWvcquHf9avX19joDtmzBhu3rxJw4YNNc5v3bo1rVu35vDhw4SEhJCenk5aWppsUJO8bnbt2sXs2bMZPXo0hw4dYtWqVVoGpqioKNasWcNvv/0mZ9FTh5GRES4uLri6ujJz5sxyvcj0oaioiIkTJ5KYmMicOXPk7Tk5OaSlpeHh4SF7W+fn58v3/bBW+p826JswlcevB+WWq6srb731FocPH+bixYvyBEfyRPTx8WHLli3MmjWLefPm8d577/HXX3/x119/aYmSp6SksGXLFtasWSPXozScnZ1xdXVlyJAhvPHGGxV/UP/go48+4vjx44wZM0aeBP5XuaUrCZI6JI5Iuo2NGjUiPj6epKQkGjRoUK4hwtnZWW5Hbt26VW59jh07xoIFC+jRo4e8YAslnHz55ZcRRZFjx46xb98+CgsLUSqVZGRkkJqaSm5uLomJiYSFhbFhwwY+/PBDlixZwpAhQ8q8plKpZOPGjXz88cfcunWL7t27M3r0aHr37q3zuyooKODrr79myZIlVKtWjQ0bNsjP6fz580DJwvWVK1fw8vJ6Jj1MDUVZ/FJvfxo1agSU9CEJCQkGcysxMZHi4mJu376NUqksc1EqOjqaiRMnUqdOHd599125/Nq1a9OjRw8EQeD8+fP8/fffcihwRkYG9+/f5/79+6SkpHDz5k22bNnCxx9/zDvvvMOMGTPKNIiIosiRI0f48MMPCQ4OxtfXl9GjRzNs2DCdxmdRFNm8eTNz5swhMzOTX375hTp16lRxq5JQfz55eXlcvXoVT09PQkNDOX/+PJ07d8bR0ZEFCxbQtm1bFi9ezLBhw3T2l6mpqWzevJl169YREhJC27Zt+eijj+jatWuZdcjLy+Ozzz5j2bJlFBcX07BhQ+zt7SksLJR1UG1tbeWfpk2b4uvrS/Xq1eV6mJub8+OPP3LixAleeeUV9u/fX6Y+q1KpJC4ujuLiYoyMjHBzc8PZ2bnMelpYWODs7ExUVBR169bFy8uLRo0aaXynpceE5fUfVXj06N69+xNRxsMs50mAoUbBhcAvgiC8DRwGbgKZgAjYAG5AV0qSj+hWZa+CQVn66tWrR3BwMAqFgqysLBISErC1tSUrK4v9+/eTnZ1N9+7dmTp1KmPGjGHYsGG8+OKL7N+//6GsgCmVSpYuXcqCBQtwcnLijz/+oH///nIjXXq1JS8vT3ajtrS0pHPnzg9chyo8/Thy5AgffPCB/L+npyeLFi2q0KpuFZ5NGBJapd6u6Ar/lGBmZiYPgHXpKvn6+pKQkICdnR3PPfecxj5BEHj++efp0qULH374IV9//TWiKPLtt9+iVCrZvXs3P/30E4cPH8bIyIj+/fszduxYqlevTlZWFtnZ2Rw9epTz589jZmZGfHw8Q4YMYe/evXTo0KFCz0SpVDJ58mT27t3L+PHjcXJy4vLly7Rp04bz588TFhZG27Zt5e/n5s2bXLlyBShZ0TbUkCMZzMzNzcnPz6+QptrTgvL49W9wC0oM0/v37+fHH39kypQpDBgwgB07dmBtbU1gYCBr1qxh+/btFBYW8txzzzF37lwaN25MdnY22dnZpKSkcOjQISIiIsjPz+ett97CxMSEyZMnV/iZfP311yxbtozOnTvTsmVLvdwSRbGKW/yfI7a2tjRp0oTU1FQ5bFcXV0rD1NSU0aNHs2PHDt555x0SEhJ4//33dT6Pv//+m8mTJ9OwYUPWrFmjszxJD8vLywsnJydyc3MJCgoiKyuL4OBgOnToQL9+/Th9+jQffPABkydP5tdff+Wbb76hcePGGmWpVCq2b9/O4sWLuXbtGq1ataJfv35cunSJ0aNHY2try0svvcTIkSNp164dgiBw+PBh3nrrLW7cuMGLL75Is2bNUKlUBAQEyGL9Pj4+XLt2jbNnzxIdHc2AAQNkA7vEDSsrq0pxoqIJIp5kqLc/ZmZmVK9eHVtbW8zMzAzmVvv27Zk5cyZffvklaWlp/PjjjzqNdJcvX2bIkCEUFRWxa9cuveMvb29v6tWrh5OTE0ZGRmRlZXHu3Dnu3r3LhQsX6NChAw0aNOCdd95h0aJFbNmyheXLl2tldwU4e/Ysn376KcePH8fFxYVBgwYRFRUla6P27duXUaNG0atXL0xMTLh69SozZszgxIkT+Pr60rFjR+rUqWMwt6ByGqHqeNz8etDrl75/aXGroKCAHTt2kJGRgUqlkkNofXx86NmzJ46OjqxevZrx48fz888/88033+Dp6UlRURH79u1j/fr17Nmzh6KiIlq2bMkbb7zBzp076dWrF507d2bOnDm0b99eqz7Hjh1j+vTpREdHM2zYMAYMGEC/fv04cuQIp06dolOnTgQEBBAUFES7du2wtLQkNTVVzvSrDgsLC7Zu3Ur//v0JCAjg999/15KigpJ+f9KkSezZs4eZM2dqLeaVhbp16wIlhnJJG1H9O60yAD55kHQzDfXEf1RlPMxynghIIp+G/AB9gPXAdUqMgtlAFLAVGFSRsh7XD2BaiXOcKTGAigkJCWJFoVKpyvwpLi6Wf/bt2ycuWLBA3LFjh3j58mUxKytLVCqV4saNG8U2bdqIvXv3Fjdv3iwqlUrx8uXL4tChQ0WFQiH27NlTzMrKEvPz88X8/Hzx/v37Yk5Ojs6fxMREMTU1VesnNDRU9Pf3FwHxxRdfFIOCgsQff/xRTEpKEgsLC8XCwkKxoKBAq+5ZWVlicXGxqFQqy71X9R+lUinf37OMhIQEUeIP4Cw+ZH49aThy5IjYrFkz+eezzz4Tk5KSxIyMDDEjI+NxV++ZQ1n8ehK5pf7d62oPpLZQ+rt0e6NUKnX+FBYWisXFxWJGRoZ4/PhxMSMjQ0xMTBQvXLgg3rx5U9yzZ4+YkZGh1Q5J7eKcOXNEQOzcubNYq1YtERDr1KkjjhgxQvzqq6/Ee/fuiZmZmWJwcLCYmZkpFhYWisnJyeKWLVvEu3fviklJSaKHh4fo4OAgXrx4UUxPTxezsrJ0/ty7d0/Mzs4Ws7OzxaysLHHChAkiIH700UdiSkqKeObMGTEnJ0dUqVRiVlaWePToUTErK0uuc25urhgWFibm5uaKKpVKDAsLEzdv3iyGhYWJRUVFYlJSklhUVKR1r1lZWWJCQoKYlJQkJiQkaJSpC08bt0RRN78eF7ekd7Vx40bRyMhIbNmypdikSRMREO3s7MQxY8aIU6dOFWNjY7W4lZubK969e1fcsmWLmJiYKPbt21dUKBTitm3bDOZWdna2uHz5chEQBw8eLCYnJ5fJLaVS+cxzS1/7o29ck5SUJIaGhopJSUnlnqPOmfv374u7d+8Wx44dKwLiSy+9JCYlJYlpaWnyz5dffikqFAqxffv24u3bt/XyT6lUiqmpqeLGjRvF1NRUce/eveIHH3wg/vnnn+Jff/0lpqWlicXFxeKxY8fEpUuXirNmzRLt7e1FU1NTcc6cOWJKSoqYmZkpbt26VWzRooUIiJ6enuKWLVvEwsJCsaioSCwoKBA//vhj0dvbW7SyshIB0d3dXezVq5cIiA0aNBCXLFkiJiUlifv27ROPHDkiZmdna9QxKytL3LRpk7hu3ToxLCxM3p6ZmanFCZVKpcGnsiBxKysry6B3/KRyS6lUPjRu7du3T1yyZIkoCILo4+MjRkZGanBr586doo2Njeji4iKeP39eJ6ekctW5pVQqxb1794qfffaZuHXrVplfx44dE7/44gtx2bJlopubmwiII0aMEGNiYsSsrCzx5MmTYs+ePUVArFmzpvjll1+K2dnZYlFRkVhUVCSeP39efOGFF8QaNWqIgFi9enVx4MCBorGxsejg4CDOnDlTjI2NrTC39PHLUG6JYsX49SjG84Zev/R9lW57MzMzNZ5LWFiYuG7dOnHbtm1azzM7O1s8cuSIuH//fnHx4sWig4ODaGxsLNaoUUOsVq2a/B5bt24tfvPNN/J7zMrKEr/88kv5Pfbs2VM8efKkmJWVJcbExIjDhw8XAdHNzU1cuHChzJtjx46JaWlpMp+kNmzv3r0a/NPXD4eHh4t169YVbWxsxL///ltMT0+XfyIjI0UfHx9RoVCIy5cvl7+P+/fva3C9rLmoSqXS+B71jRMe9Rz2aRxzPQqUmKf0o1OnTmKnTp0e6BoPowxDyinvXv4tlNd2iaJosKegZEDcC+ytyDlPEgRBaAx8JAjCZFEUMx53fSSoZxv29/cnKyuLnJwc6tSpI+sJJScnY2ZmRu3atWVX1bp16zJt2jQcHBxYvXo1NjY21K9fn6KiIgoKCigqKqKwsJDCwkIsLS3x9vaWBfj9/f3lME5RFNm4cSNz5sxBoVAwd+5cZs2axeeff05sbCxQkmVKF9R1A8V/vAgLCwuJj4+nbt26ZQqqV7lgP3uIjo7m3Xfflf9v0qQJU6ZMeWo9Rqrw8KHvuy/t4VXZtiEoKIjdu3eTl5cney5funSJ06dPAyWhw1DSTiUkJODk5ISpqansybN48WJ69OjBihUrsLe3Z8OGDQQGBuLs7IyzszOHDh0iMjJSFtd/8cUX5Wvv2rWLjh078sILL7Bv375yPT+Sk5N577332LZtG1OnTqVNmzYolUoN3UArKystjwxzc3MNzZuGDRtSWFiIkZERiYmJpKSkANoyFZI3ibo317MGXfx6XNyqU6cOAAMHDmTdunWMHTuWli1b8t133zFo0CDWr1/P3r17Wb9+PT179iQoKIjTp08zevRoLC0tsbe3l/m1YcMGevTowahRo9ixY4dODw115OXl8fnnn7Ns2TJ69erF119/zYULF2jXrp3sMfRf5JYhnsrq4xrJe0WXF4s6VCoV+fn5crjZmTNnCA4OZtiwYbi4uPDJJ5+QlJTEunXrsLOzY+nSpSxevJiePXvy/PPPk5SUJPNFF/bv38/x48cB6Nu3LwD+/v4aIene3t4UFRVRq1Ythg4dKicr2bZtGw4ODgQHB+Pm5sb333+vkTlUuucpU6bg6+tLkyZN2LNnD1u3buXs2bN06dKF/v37Y2xsTGRkJA4ODly6dAkrKysNjy0LCwsGDBigFXavT4NLXVKnLF2zp0XD61FxCzTDjs+cOSN7Wf32229MnjyZnj178vvvv9OoUSN27tzJ5MmTcXNzY/z48WVmJwZNbg0dOpR27dphbGyMn5+fHIGkzq3nn3+eefPm8fvvv7Nv3z78/PzYv38/Dg4OLFiwgBkzZmjdf8uWLfn55585duwYaWlp7Nmzh8OHD+Pj40P37t1xcnIiLi6uwtwCZA85dX4Yyi3pfPXf/zYqcn1dMlRSpt3S50vPyd3dXcvLOyIigps3b9KqVSv8/f2ZMWMGO3fulI+bNm0aw4cP58qVKxqRD+bm5kydOpUJEybw1VdfsXz5cgICAujVqxfnzp0jMzOT119/nR49etC+fXvu3btHixYtZF3I/v37I4oi7dq1A6Bdu3bs2bOHY8eOAeiVPfD09OTbb79l1qxZDB48mDVr1vD8889z48YNXn75Ze7evctPP/3EmDFjOHjwIEFBQQB069ZN/m7Kg/r3qP6d6kNVwpEqPGt4OOroTwEEQWgIfAVsfRCDYOlB2/z581mwYEGlypJEzjMzM4mOjgZKGj4zMzPOnz8vZ4wSRZHhw4fj4OBAx44dsba2JjExkSNHjtCpUyc+/vhjfHx82Lt3L+np6dy7dw83NzdZAL+oqIjo6Gju3r3LN998Q3FxMVBiVPT19SUnJ4dDhw7Rvn17Jk+ezMCBAwkLC8PW1hZ3d3f69++vUW/J+KcOKXNa3bp1iY+PJyoqCgA3Nzf5mP+SYWjBggUsXLiwwuc9TH49KugbYAYHBzN27FjZkF2zZk0+/PDD/9R7/7dQGX49Cm49zLAbaUBb1uBNanuKi4tJSEigdu3aFBcXY25ujkqlQhAERFHEyMhI/l29enX8/f0RBIF27drJZSQkJBATE4NSqZSfzbx585g5c6Zch9TUVPz9/bl48SJNmzaloKAAY2NjMjIyiI2NxcXFRb7vrKwsbty4wYYNGxgwYAAvvfQSe/bs0amXKiVxmj9/Pjk5OcybN4+OHTsSFhaGsbFxmXo9oihSVFQkG51MTEwwMzPDwcGBqKgo6tWrh7Ozs06ZCnWDmb4BbxW3iuVnq1AoyM/Px8TEpFLcgv9PSAcMGEBSUpJch7y8PLy9vQkNDaVnz540atSICxcukJiYSHBwMO3bt9fgVnBwML/99hv9+/dn+PDh7N27V9YkU0dxcTEHDx5k5syZxMTEMHz4cJYvX86FCxe4fPkyKpVKNl7qegbPOrfUjZc5OTlaIYelxzdGRkayZrNKpdLLxfz8fLKysuRrSLxo27atrLe8dOlSevXqhZubGwcOHKBr164sX76c48ePU69ePTIzMzl//jytW7fWWmzt0aOHnC3WwsKCrl27UlxcLOs6Z2VlcebMGerWrUtqaiq1atVizZo1vPjii8ydO5eEhAS++eYbRo0ahUKhQBAE+dyioiJZ37lDhw4YGxvj4eFB7969GTt2LHl5ebRu3Zr8/Hy8vb3lZ+Dl5aXxvERR1Ai7lyBxo/RYwBBJHTAs4cLTwC3Q5Jeh3JIMzhK/1LlVVFQkJ8vq3bs3PXr0YOvWrbRu3ZrvvvuOkJAQvdyStNfUuVVcXIyFhQXt27fHxMQElUqlk1tr167lnXfeYfr06QQFBTFz5kzeeustrK2tsbCw0Mkta2tr+vTpw6lTp2jTpg3jx4+noKAAhUKBSqXC09NTNkoZyi3QvRBkKLegfH496vF8RRKK6LovySBammvS81IqlVrtmvQcJcPhvXv3ZFkAMzMzIiIiiImJkTWSCwoK5PdoamqKpaUlM2bMYOLEiaxatYpvv/0WT09PFi9eTOvWrVEqlaSmppKSkkKNGjU4efIk/v7+2NraUlRUhKWlJd26dQM027aioiKNxYqcnByZt35+frz22mts2LCBcePG8cYbb7Bu3TpMTEyYNGkS7u7uiKKo8X3k5eXJ342+fkl6Nurfo7RNFEWt71JUk8qABzcmV5ZfVajCw4agy8DzrEEQBDfgB+AXURQ3CCUtpxNgAdwRRbGonPOdgQQoGeyXJ1xaGqWfsbTil5SURFRUFFZWViQnJ9O9e3fs7OzIyMjgyJEjdO3aVaOjuH//PlFRUbi7u/PTTz8RGhpKq1at8PHx4cyZM/j7+5OamsrOnTsZNGgQL7/8slZd8vLyCAwMZPfu3cTExHDp0iXu3r3LwoULmTFjhjxYzMnJ4dy5c/j5+Wk0pKIo6jTyREdHyyt4Li4uckZHExMTjXP16X48y4ajxMRE9cFBHVEUE9X3Pyi//m3oMgrm5OTQpUsXEhISSE5OZvDgwXz77beVToBTBcNRFr8eNbeys7Nl7a1/Y6VUakujo6OJioqiVq1asmC11K6UbrtKC0ZLnsw1a9YkOTlZwyO7NFQqFYsXL+b06dN07tyZKVOmEBkZiSiKNG7cGKVSibW1NQqFgh07dnD8+HE6deqEhYUFzz//PB06dODvv//W8JgOCwvjzTff5OzZs3Tu3Jlvv/2WJk2akJyczObNmxk2bFiZng2iKGq0t1JmXfVMumV5aFcE/2Vuubu7U7NmTbkOVlZWFeZWWd7yKpWKZcuWcfz4cTp37sxbb71FZmYmp0+fpn379hgbG+vklpeXFx06dMDS0pITJ05ocCUxMZF33nmHP/74g8aNG7Nq1Sq6du1Kbm4uZ86cISMjg+7du+tN7PUkcuv69es6jZ+VhfSec3JyyMzMlJ+xIXpk6uMf9WciGU/0CdMrlUpSUlLYvHkzb731FgA9e/Zk8+bNhISEcPr0afz9/QHksZwUESIZVwAyMzOxsbGhsLCQmJgY6tevL4/P/v77b9nY4uvri7OzM2ZmZuzdu5dTp07RoUMHeYIvLaBIiI2NJSYmBjc3N1xdXWVNa6m8jIwMjfFcXl4eYWFhtGjRQjZyS/f/JOj+PS5uQQlHHja3pNAuXfySuHX48GHmz59PVFQU/fr144cffiAsLIyzZ8/q5VZxcbFcVnZ2NhYWFhQXFxvMLUCLX2Vxq379+giCIHOrQ4cOmJuby/dqbGxMfn7+U8steDLH80qlUos7pb9hdc7l5+fL70fqe0u/R9A0mOniQVFREYmJiYSEhHD27FkCAgJ4/vnnKS4ulp1VXF1dUalU8nVUKpWGUfDQoUMybwFOnTqFr68vP/74I3v27KFx48Z89dVXmJmZ0bRpU6pXr67BEV3tcunvqyyof5fSHFalUpGdnf1IxiaPc8z1JEFahNUHKVJD8jCtDB5GGYaUU969/Fsor+2C/4CnoCAICuAVIOQfg6AC2AwUAc8D2wRB+EsUxZ3/Vp0kAVMnJyfy8vJITEwkOzubuLg47OzssLOzY8CAAeTl5WmsHqanp5OSkoKpqSl16tRBEARGjBghh4/4+/ujUqmwsrLSSt2emZkphxvY29vj6enJgAEDEASBVq1aaWVFtLKyqlDSEHXBdhMTE3kyoQ5DQiuq8PQhOTmZjz76CFEUMTEx4cUXX2Tt2rVVGaX/A3hcYTdSe1OnTh3Zs0GClZUVbdu2lQe8KpVKo92Jj4+XPbMbNGhQZmetUCgYM2YMJiYmDB8+nKKiIlJTU/Hz80OlUpGTk4ORkRFWVlb4+fmRkZGBn58fzs7OrF69mokTJzJp0iR+/vlncnJy+Pjjj1m5ciWOjo588MEHLFiwQB5w3rp1CwsLC27dulVuuJOuBBlSu1vRBZaH6ZH3MPG4ueXi4iJPTiSPgIpyqywoFApGjBiBIAgMHz6c7OxsQkJCCAgIQKFQkJ2drZdb27dvp2fPngwYMIBDhw5haWnJd999x4IFCygsLGTSpEksX75cnriHh4fLoWLltctPGrceVXIqiVel36GhUM9cLT0b9fPVJ91KpRKVSsUrr7zCkCFDuHPnDl5eXpiamspeNV5eXgQHB9O8eXN5AizVb9++fSxfvpwjR47QrVs3pk+fTmFhIYIg0LRpUwB5zNexY0fs7Ozkdk0K/Sud/Ejy/vL395cnl+qTTBsbG9mIWDq8NSwsjNDQUADatm0r329FQ+ked9vztHALNMOO4f/8atCgASqVihdeeIHu3buTmJhIo0aNZJkEQRD0cgsgJCSEb775hm3bttGoUSNmzZqFra2tQdwC3fyqCLfU71EUxWeGW48KlbkvXUkzSj9n9XmbiYmJ/H6kd63+HtXfr9Sf6OKBqakp9evXx8HBAVNTU415aXR0NNu3b2fLli1cv36dl156ienTp8vJUCT4+/uTk5NDTk4Obdq0QRRF2rdvT9++fdm4cSMtWrTAy8uLwsJCsrL+1955h9lVVY37XdMyMymT3kN6I6SQEBKE0It0rPQiIioqKH4IghQV1E9ULB9NURFFEVB/0hRBCNIJEAKkEJOQkIT0EFImM8nMrN8fe587Z+7ce+fO3HPLzKz3eeaZe88596x1zllnl7XXXnsHW7ZsYcWKFTFnZ/DehG020fuVDkEftlu3brGBaMPoSHR4p6CqNojI7cC1InISMBNYqqrfEpFTgFOBy0Vkp6o+lQudgoZIRUUFVVVVDB48mLVr1zYZsQwK8aACfOmll6ipqWHbtm1UV1ezYsUKDjnkkNiKeEcffTQ7d+7klVde4fDDD2/WAHnxxRd54YUXALfy1GuvvUZ1dTWLFy9mwYIFnH/++U0cg8kiBZNRWlrKyJEjU3Ya8p23w4ieV155hc985jN8+OGHDBgwgDPPPJOrrrrKHIKdhNZMe4mScAM2cHyEG33hBu/MmTOBxnI3WGku+F9dXd1sWlXAjh07WLx4MWeffTYLFy7k7bffZtu2bYAbHVTV2HkHDhzIRz/6URYvXkxVVRXnnHMOzz//PL/97W95+eWXWbNmDXv37uWcc85hxowZDB06NLYiJxDL4xbO55bO9WdKoebFKQTbApp1KFpjW9B0+lPYvnbs2ME777zTJts64IADuPfee/nkJz/JjBkzWL9+PbW1tRx99NEcfvjhjB8/nrq6uti70Z5tK1sd+sCJF0S7tLZdkmrlamhqJ0FutMrKSrp168agQYNiq5d37dqVgw8+mOeff5633nqL2bNnN7lX55xzDg8++CBlZWVcdNFF/PrXv+bZZ5/l+uuvb7LqdVVVFSeffHIzPeIdMOCiwm699VY+/NBl0jnmmGOaRP9A6jbglClTmvyHxnegNfcx32VPe7UtaGpfkyZNitlW//792blzJ48//jjl5eUpbesnP/kJV199NQDnnnsuDz30EBdeeCGXXHJJWrYFze0rlW2FSWZfHcW2skVbrivc5wxIdJ8h+XMJHHwAzzzzDE899RTz58/nkksuoXv37gnLmYBE9jNv3jyuv/56qqqqOPPMM/n973/Pfffdx7e//W2uueaa2HHdunWja9euvPTSS3Tt2pU5c+bwyiuvUFtbyyc+8YnYPSgpce6Mt956K7YabOBUjied9ysR4T5sR57d1h743ve+VxDniPI8hUDGTkEROQ94RlVXRaBP5IhIkaquFZEbgW8CRcA3AFT1IRF5D/gWcAiQE6dg/Ihfnz59mo3EBoV3WVkZL730Eo8//jibN2+mX79+HHnkkcyePZtx48bx5JNPxir6l156iZdeeglwyVWD6MADDzyQ0aNHU1dXx0EHHcSbb77Jjh07KC4uprS0lHXr1vHiiy9y7LHHxuTPmzePl19+GaBVEYOpsIVFOharV6/mM5/5TKwjO3XqVK6++mp69uyZV72Mjk9dXR1btmyhT58+scZgmHCDN376VllZWROnx+uvvx4r6+IXXXj++ed57bXXWLRoEe+//z4NDQ2MGjWKmTNnxnJy/fvf/44l/H/nnXd4/fXXKSoqYvbs2dx88800NDTw8MMPM3XqVH70ox9RW1vLo48+yltvvUXfvn1jMisrK5ssMJIrbLCmKVHaFsCrr76a0L6ef/55FixYwNtvv90m2zrhhBO47bbbuPHGGxk+fDhXX301AwcO5LHHHmPFihVmW2mSql0STM3s27dvkylt0LLzNN5O4jvwr732Gv/4xz+oqqqivLw8FsEVH8l1yimnMG/ePFatWsVdd90FuDZZTU0NixYtii08EdhJoiieeF5++WW2b99OVVVVM3kB8+bNi7Un49uAFRUVzTrcQbu2NZ3l9mAfmZAt24JG+5o8eXKz+xfYVmlpKV27dk1qWwcffDDTp0/n9ddf5/e//z3gHIxdunRh0aJF9O/fv4k9AZHYFiS3L7Ot1LTluhItmhHc5/iZEqne+4DZs2fz2muvxaaBJ3MGJrOdiooKiouLmTRpEgsXLozZ3vTp05stYBXIC/4vXLiQRx99lD179lBeXh6r44JrnDZtGkVFRc2cnWFSvV+p3kvrwxYOLS20lqtzRHmeQiCKSMHPAn+J4DxZwUcKiqquEZFvAycCe72zsEFV3xCRucDHReQmVU29TFeEpOp8BAVcfX0906ZNo6amhvr6eoqLi5k9e3Ysn1BQeB955JFMnjyZhoaGWAEaRAeuXr2aPXv2cOyxx9KjRw+mTp1KQ0MD06ZNY/LkybzxxhuxlaACggiImTNnsnv3bt566y0mT57cbAWrdEmVT9Bof9TW1nLdddexbds2ysvLOfXUU7nyyiubTUM3jFS0dipMkB9m+/btbNiwAWi+Ciok7liECZdp06dPp6GhgQMOOKBZ/pmDDz64SeO1S5cuTJ8+PVYOvvHGGzz77LN88MEHfPzjH49NfQn+d+/enbPOOovRo0czefLk2JSsPXv2xGTmm3iHRfiZtGcKwbYqKipiz3j69Ons2rWriW2VlpYyceLEpLb14osvUldXx4wZM2KdnPD0qhEjRvC5z32OyZMn07t3b0aNGsXevXvNthIQlh2fIypZuyTRSp/pEraT+I53XV0dw4YN45hjjqGqqoqJEydSUVERy/UW5owzzuCII47gpptuYsCAARQVFXHhhReyaNEipk2bFluJFlxUVvBdRDjmmGMS6jZr1izq6+uZOnUqAM8++yzTp09v0uENtwGzRTaigYO0Drkk17YFyZ06ANOmTWPdunX069cvpW3NmjWLRx55hFtuuYXKykq2b9/OpZdeytKlS5k2bRpAE/sCIrEtyL59FYJtBbnnopzCnO0I+lTPZdeuXbFc9hdccAFvvvlmSodIItsBOOKIIzjllFPo168fCxYsYMOGDRx00EFs3749YURqt27dYvY7adIkPvrRj7Jp06aYjYZpqX5uiZbey0TvdUedql7IBDMfM3HIRXGOKM9TCEThFHwIGAgsBxCRr6rqTyM4b8aEHH/qHYMbReRu/70SqPaHbgdWADnxVgVJTktLS9myZQvQvPAJOhbBtIBEq1Huv//+7N27l9mzZ7N7926AWMj/Cy+8wOjRo2Mrh7388su88847jBkzJhaCHVRuc+bMaVZhh3MKvvLKK82mSyUj2Yprlk+w47B161Zuv/12Vq5cSffu3Tn99NNt5SyjTbR2KkzgtKmsrGTQoEH06dMn5swpLy9vNrKbjLfeeov58+cDrkwLRpuDBPHgyqnu3bsza9YsFixYwKxZs5o5M6ZNm8bGjRsZNmwYW7dupX///syZMwdw5Xywcu2UKVMoKyuLyTzmmGMoKyuLLRgwZMiQyBZwSEa6DdfwM2nPFIJtHXjggXTt2pXDDjssoW3NnDkzpW3t3buX0aNHs379egYOHGi2lQGJ2iAttUtas4Jpa9iyZQs7duzggAMOiOWWjl99dteuXcyfPz/m4Jk5cyaTJ09mwoQJLFmyhBkzZrBt27aYkzg+GixVx7hbt24ccsghsUiet99+GyBmX9D6vNJRkkknu7q6OrbaaK4oJNsCtxL2xIkT6d+/Pw0NDUlta8qUKaxZs4YJEyYktK1gFW1oGmWYqW1B/uwrl7a1e/fumIzWOvLy5WhK9Vxef/11Xn31VWpqapg8eTIHH3xwyutKZDuzZ89m7969bN26ldmzZ9OvX7+Y3b311lusXbuWyspK5s+fz/7779/k3Qlsed9992XDhg3U1NRQVVUVzYV7WnovW3rXO9JU9UImSHuQySIhUZwjyvMUAlE4BW8AvuSdQAL0AH4awXlbjYj0AyqBrqq6yEcJxhyDAN4hWARcKCK7gQ+A84BLVbWurbKTJasPQpH79OkT61SsXr2a5cuXM3z4cAYNGkTv3r2b/T7oWJSUlMRG3OIJL+leXV3N8uXLmTp1Ki+//DLPP/88kyZNYs6cOSxYsIAjjjiCOXPmxBJeFxcXN8kzkUz/PXv2ADBu3Di6du3K3r17k67WlKoR1FFD+Tsq4RUPw7zzzjtcccUVrF+/np49e3LMMcdwySWX5Fg7o6OQqFxItfBHfD5WaOrIS1a+xK+aPnny5Nj/8GqJ5eXlbNq0iT/96U8cf/zx7Nmzh1WrVrFw4UKKioqYNWsWtbW1rFy5khEjRlBRUcFpp53Gtm3b6NmzZ5P3pr6+njfeeIOnn36ao48+milTptCtWzcmT56MqtLQ0MDatWtZuXIlAMOHD4/pmswBlag+SZd0G67hZ9KenYOFYFvQWJYmsq21a9fy5ptvJrWto446irq6umb21VbbgtR51MKzF1pjX+3BthLZQ0vtkuLi4rSjuFLZVrxTpk+fPtTU1LBixQpEhPr6+tjvg8VJ3nzzTRYsWEBxcTFTpkxBRBg3bhzvvPMOixcvZtOmTVRVVSEisSgaVaWsrIxx48bFVq0Ft9DcP//5T4YPH860adMoLi6mS5cuqCqzZs2ia9eusYVzwiuKtvY6gUhmgmTSya6srMz5jIV0bStcVmTLtsCVYRs2bIjlF0xmW+Xl5UycODGlbe2zzz5NogwPPfRQ1q9fT3l5OaWlpWzfvp25c+cye/ZsNm3axKhRo5LaVnDdbblOaH+2VVFR0eYFKaJ0NKW6r/H1VzzhNs3+++9PcXEx++23H0VFRZSVlVFTU8OyZcvo168fL730Eocffjg9evSgtraWrVu3cuihh8YGpQI7eu+991i9ejVLlixhy5YtiAjjx49HRBg9ejQLFixgwYIFsWnAgd0CsWCWjRs3Mnr06CbXluhdSPf+pPtetqUeMYz2QqudgiLyEVV9IbTpClW9I7T/hEg0ayUiMg64A2gARojIvap6vao2hI4RdTSIyBPAr4FVwFdUdXHUOjU0NLBq1So2bdrExo0b2XfffSkuLm62Um8igsb9hAkTYpVodXU1CxcujEUPFhUVxQqyJUuWsGjRIrp06cLevXv58MMPKSkpYcmSJbz22mux/AgiQlFRUZPRq0RLtgcsXbqUFStWUFVVxfvvv09FRUXSXAypkrCKiI2gtHPWr1/Peeedx8qVKxERTj31VL72ta/ZczXaTKrphYkaqommzgTlTkVFRdLGrYg02VdZWRmLdgg3emtqavjlL3/JkiVL2LhxI7NmzaJ///7st99+TJ06lT179vDwww+zZ88eVJV9990XEaF///7NZHbp0oWdO3eyefNmdu7cSVVVVWxlPlWlvr6ekpIShg4dGltNviXip7akKrvjSbfhmq8FPqKmEGwr2A+JbWvAgAEx2yopKeGNN97g8ccf57jjjmP69OmICGVlZc3sKxu2BS6CLbCvfv36dSjbSiQ7aJcE0wJbSm8S/6zjz59Kdvh3JSUlrF+/njfeeIOioiJGjRrF66+/zoIFC9ixYwf19fXMmDEjNg2zvLycoUOHUlFRwcSJE2loaGDcuHF88MEHDB48uInsdevWsXz5clSVkSNHAvD000/z6KOP0r9/fyorKxk1ahQVFRWx+xE/7SnfKV4y6WQnyp+WbQrJtgAWL17M8uXL6d69O2PGjElqW8HU4nRtC5x9vfvuuzH7evrpp5k7dy4rV65kwIAB1NTUsP/++7fJtnIREZdL28qkvIvS0dRWu4Omz6Rbt25NnmcwOLVixQo2bNgQs4vTTjuNDRs2sGzZsiblUMCgQYNQVXr37s3SpUuZOHEiZWVlDB06lMrKSqZNmxZLnfXaa6/x7LPP8tprrzF16lQmTZrEsmXLWL58OVVVVU3q2kTvQrr3oaX7E24/xD/TjtJmMoy2RAr+XkTOV9XnAMIOQf/9sUg0awUiMhT4OfBDYCFwFPBDEVmqqveGdFN/fH9VfUdEjgfqVbU60XkzZffu3TGnX21tLZs3b2bAgAHNkpwmyi2YKF/IvHnzePzxx6murm6WEH/SpEmx/6pK9+7dmTBhAgsXLow5CBctWsSMGTOoqalh/vz59OrVi3322YfFixfTr18/+vfv36zCGzduHOByF23atCnlak3m+Ou4rFq1irPPPpv333+ffv36cemll3LeeefZyJgRKW1JMxA0yFKNhtfW1rJ06VLGjRuXMi/qwoUL6dmzJxMmTOD8889n27ZtbNu2jZkzZ1JZWcm8efPYtGkT/fr1Y8yYMYAr54PBmuAco0ePZt26dRx44IFUVFQkTLuwZcsWtm7dSu/evVm7di1DhgxJOkgUEExpCRamCqa8QvP7FZ8wu7OXz4VoW9u3b4/ZFrjnuXfv3lg6kLBtVVRUsHv3bl5//XUqKioity1otKtgSmtnsa0o05uE7SFY/TkR4YUiFi5cyL/+9S9qa2sZN24cM2bMoFu3bhx22GGoKhs3bmT9+vVs3bqVV155hZNOOokePXrQvXv3WKc9GDQO2myDBw+OyTriiCOoqalh+PDhDBkyJDYFsqSkhOXLlzN69OiUuoYJ0t8MGjSI7du3J12QJxM6Uic7n7Y1ZcoU3n777chsa9KkSQwZMgQg9v+II44A4KCDDmLVqlX07duX3bt3Z2Rbw4YNQ0RSLvjUVtqLbWVLz3B/U1Vj9zvdFBO1tbWx51pXV0e/fv0AZwcvvvhizB4Cx9+QIUOaBbSUlZXFHIWjRo3igQce4MADD4zNTBswYECsjztjxgyWLFnC0qVL2bBhAxUVFWktJhLoms77kg42RdjoDLSlpN0BHOcX7XgUuFtVt0arVqs5HFitqv8EEJE/A8P9XyxC0H/+OHC+iFyuqsszEdpS5EFFRQW9e/dm4MCBbN26lZ49e7Jhw4YmqxqpKu+99x4ffPAB4ArDZFN4RCRpqHdlZWWsc1BXV8fYsWNZu3YtL7/8MqWlpQwcOJB9990XcKOITz/9NFVVVYwdOza2emx4ilFAly5dYtOgbBGJzkltbS3XXnsty5Yto7i4mE9/+tNcfPHFllDXiJxsTcNYunQpb7/9Ng0NDYwZMyZpnp7w4EpFRQXvvfceL774IkVFRRx00EFN9peXl9PQ0MDChQtZsGBB7BwLFixgxYoVlJSU0NDQkDQ/T+CA2bp1KwsXLqSuri7maEyGiMSmofbr16/JlNd4Mk1k39EoRNuaN28eQGyhrxkzZlBeXt7EwRzY1gEHHMDChQt56qmnqKio4KMf/WiLtrV9+3beffddNm/eHJv6lYwgoimInO1MthXYRHl5eVpRXalYunQpCxcuBGDixIlJHRvhgd9JkyZRXV2NiHDAAQc0s9HgeT766KM888wzAJx99tls2bKFXr16sXfvXt5+++2YrcycObOJI7uqqoozzjgDaGy3VlRUsGTJEhYvdpNkgvZhSwTpbzZv3hxzJITbrX379o3cSdieCZc7mS6411rbArJiWyNGjIjpX1VVxWmnnQa46OIobAucA3XdunUxHc222k64T7lly5bYfd21a1fsfo8ePTqtcy1fvjz2XMePH0///v0ZPnw4RUVFMTsAmjj+FixYwPz582loaGC//fajpKSEbdu20adPHx555BGeeuop6uvrOfHEE+ndu3cTed26dePcc8/l1VdfRVWZMmVKysVEwtcafl+CfmxrCL+vNkXY6Ay0pXQ9U1UX+7x8JwK/FJFq4Neq+ky06qXNLmC7iPQBtqrqbhF5CbhORH4IICL13jH4IbAWqM1UaEsjgEGouaoyYMAANmzYwPvvv09DQ0Msz0R1dTWqyo4dO+jRowfQdApPeNrQAQccQEVFRazDkIwtW7awevVqtm3bFlt4ZPz48SxatIh9992XiRMnUlNTE4sUXLlyJePGjWvRyRNMVYtv0NjKwh2XNWvW8P3vf58ePXowbtw4pk2bxiWXXGIOQSNy4gdZoixXwtEzqUZ7w6vFBscPGjQoFnUTHnwBF8m1e/duxo8f36RcDiIFUzn56urq2LRpE+Xl5VRUVLS4svvevXtZsmRJLIJr0qRJDBo0KGn0STYT2bc32rI6aLpkYlsDBgxoEtEVtq9du3Y1s61JkyZRW1tLRUVFTG4iAtvaZ599YoN+W7ZsSTjNHcy2gqicnTt3NmvTpWsnQfsoeOfHjRvXpAPeUp6q+NkfYYqLi+nfvz+nnnoqxcXFnHTSSWzZsoUNGzZQXV1NeXk5o0aNora2lurq6phjJtm1lpeXs3v3boYMGcLatWsZNmxYkwigZL8FYrNFwpGCQJNrHThwYNLfdzbCEV/x9tURbStwfvbu3Ztu3bq1ybaCSEGgmSPLbKv1hO9fOBo8cMClmgEGTaMDhw0bxurVq2O/bSn6NbCZCRMmMGrUKLZv305tbS0ffvghACeddFLsfxC9GE9lZSWHHnpoq681qCPHjBkTG+xpKV9q+H2Mjw60CMHC4ac//WlBnCPK8xQCbXEKrgLwefleBvYDvgycBPRO9cMoEZHuQIOq7gKexjkGd2pjifI0zoFZJyIDgUki8qyq/ltEXoxiynBrRw6CBnR5eXmT5OXV1dXU1taybt06Ro0a1aTQjpcXdBhqampihXR8Z7Jbt24sXbqU+vp6pk+fzsSJE3nttdd48803AZg+fXos/xCkHnEMk2w6kYVVd0x27drFN7/5Td58800OOOAAfvrTnzJp0qSMw/ANIxHxgyxRTrvq0qVLLNl50OhLhyFDhnD00Uc3K4sDgmktU6dOjXV2AsdPsDDEhg0bEpaty5YtY/HixQwfPpzu3bvTq1cvamtrWbZsGWPHjm32nq1evZq1a9fSo0cP+vTp0+I1tCaRfUenLauDpksmtnX44Ye3yrYqKio4+OCDY4uJtGRbtbW1lJWV0atXL7p27crChQvNtlKQqE2Xrp0E7aMePXrEolKSteXaSu/evTnvvPMAN4UbiEVzVVRUUFFRwfz586msrGzigI6npqaGHTt2sHXrVoqLi1m7di2LFy/mvffe45133uHEE09MOkgRTn8TdvAE19hRHMXZIN6+OqJtBfq+99571NfXt9m2oNHZabaVGWFbKSkpaVJ2jxo1KqVDura2lsceeyz2/CZOnEh9fT3vvfce3bt3b7HPt3DhQt555x3233//WFqKkpISKioqYvqcf/750Vwoza918uTJTRYMS6Vv/Pto0YGFy7Rp0wriHFGepxBoi1PwMRH5HvB5nCPwVeAa4M9RKpYK7+T7Iy6/4V9VdZuIPBleVERV94hIpf+8XkT+CTwGXB1VDsHwCGBLq2ZBY0NaVSkpKYmNRkyYMIGuXbvGRmvChbaqxlZ3GjNmTKwyXbZsGe+8804s2X04Ifi7775LcXEx3bp1i1WwQfh+ojD+dEccgwZgfAFpBWfHY/fu3dx7772UlpbSr18/zjzzTKZPn55vtYwOTHw50tZyJdXiG63N09OS82PChAk0NDTEIrjicyilKluDqI89e/awYcOG2EqxixcvRlWbTXcJ6ochQ4ZQV1eXMuLCaEpUKwZGbVv9+vVLGrkQti1oGq1RVlaWtm0Fidy3b99uttUCiRYSSDS1ONEzSzTdOmjLpdM+TEYwUDBmzJgmztyw/QTTeMMRpakI2pG9evWisrKSbdu2sWHDBjZs2ECXLl1YunRpi/m64gmu1WaLJEdEmthXvm0rCC6I0rYCPceOHUvfvn3Zvn272VaeiXcEtobly5c3eX4jR45kwoQJ9OrVq8XZDdDUbuJnz8WTKtglXRJda7K+a0AQIRjIDI4L3lezu8LjySefBGiyMno+zhHleQqBtjgFD8VFB94LzFDVt6NVKS1KgcHAKUCNiDyiqjuCnSJSjLu2/n6a81e8zhdmS6GWlnyPJyh0VLXZ6Fj8b4NRf2gsYIcPH8769esZPnw4u3btYuPGjfTv359u3boxZswYioqKGDFiRKyir6ioYMaMGYDr2IR1Co+shPPCxDdORCTpysK5Xu3NyJxkNrtr1y7+9Kc/sW3bNmbMmMEXv/jFVjfiDKO1xC/q0NpyRVVRVTZt2kRdXR3QWM42NDQ0WRgh/nciwt69exMuypCqbO/SpUusXF28eDFLly4FiK3iGEyx6d27d5PzNDQ00KVLl5gzsaysrMlU47FjxzaTW1JSwsiRIxERi9ZtJYkWDGmNfbXVtsIksq/gvIkI25aqsnz58ph9jR8/Piu2paqd3raSPY/q6mp27twJJI42CdpH8eeoq6tj9erVDB06NOFiL3V1dWzdurVZDumAZcuWsWTJEqC5QybefsJT1BsaGlJOlQt0HT58OIMGDaKoqIijjjqK3bt3p5ya3pITyjrQyYnatsCVK2vWrEloX/X19QnzkwesWLEictsK9vXs2ZOePXuyZ88es608k8l9DRYUCZ7f+PHjY47i+L5kmMAOwnYTHJvMfpYtW8Z///vfWJ7VeFLZc/AeDBs2rFnkfPD+JLPZIEIwrFd8W8EoLG688UYgM0dcFOeI8jyFQFucgq8Dh6hqTdTKtIKJwD045+BFACLysKru9PsbVLVWRF4FvgdcBsxS1dczFRwk4Y4nWaGhquzevZvy8nJqamoSRhi0VOAMGjSImpoaioqKqKuro7S0lE2bNgHEEs6HO9LFxcVUVFRQUlJCUVERe/bsieWAqKqqiq0WGBAeWVm3bh3Lli1jx44djB49OqFuVkB2XNauXcvVV18d61R+9rOftQhQI6e0tXwJcsDs2bOHvXv3Ul5eHjvX5s2bWbNmDbt27WLEiBFNymARQURYs2YNy5cvR1WbDNKkig5raGjgvffeo1+/fuzevZt99tmH0aNHU1RUFDtvsK+4uDj2+2A/uKiMyspKiouLKS0tZdKkSSnvQUv3JzyNtS25P1s7DbY9kWvbCstMZF9FRUWxNkK8fQW2NXjw4NhqxMOHD2f06NGxOry1trXffvu1eJ0t5Tbr6LYVf/27du1i27ZtMcdyvO4tLTgXXjwh0eDv1q1bm+SQjj9X4MQdO3Zss/MHz3rPnj28++67NDQ0MHDgQKqqqprYATRd2bWoqKiJzZWXlzN16tRYWZdsJdKWrtVITWttC1q+50G5As3tKz4/efx5xowZQ0NDQ05sK7iW3bt3J3QKmW1lj1T3U1XZuXNnwjK9oaGB+vp6Jk+enHBfkN+2vr4+9vwDx3RgIw0NDXz44YesX7+eoqIiRo4cSWlpaUKdEpV14Tx/qaLjU70HLV1nZWUlDQ0N7Ny5M9bHt0AXozPSFqdgvh2CAPOAF1V1h4jcBHwWmjkGAWYBBwIHReEQBGKN83QJRiDaWtjs3r2bPXv20KVLF9auXRtL+htOyFtcXMygQYNiIdLLly/n5ZdfZsiQIRx66KGxnB79+vVj0qRJKeVXVlZSUlJCXV0d1dXVVjB2Inbt2sW3vvUt3njjDUaOHMmVV15Z0J03w4insrKSnTt3UlRURE1NTaz86tu3L7t27aK0tJTdu3c3K9f27t3Lnj17GDZsWLOk28lyqYJriK5YsYKlS5eyfft29t1339gUlD179rB27Vp69epFTU1Nwt9Dy06D1pJpjtfw741GMrGt1atXxzox6dpXYFtBFNGmTZtiq17X1taabeWI4LnX1dVRVFTUrEPZUl644HkPHTq0yfY9e/awZs0aBg0aBDg7SnSuLl26tLhy5tq1a5k3bx41NTVMnjw51s4LO2vCtjBgwICEOodtMdHzjTLPq9GybUHL9zywq7B9pWtbZWVlObMtSG1fZlv5IVWZnuqZhJ/lhg0bYs8/sIehQ4dSVlZGdXU1S5cu5a233qK8vJyysjJGjBiRUJdEZV1YhyCnZI8ePVixYkVMBjTaf7JFU1Jdp4hQVFREQ0NDLLWXYXRGWu0ULACHIKr6gZ8ijKpeIyLfxTkGxTsGg6nE9wKfVdWlUcluba6dcM6QmpoaysrK2LBhQ4tTjeLl9e7du0newdLS0thUMmheYH/wwQfU1tZSWlrKjBkzmDhxIr17926xsOvRo0csmsAKxs7Dnj17+Otf/0qXLl2YOnUqX/va15JW3IZRqIhIk4iIgCCdQhDBEM/q1atZvXo1o0ePbjYFK1E+p4CgIdqvXz/++9//UlxczJ49eygrK2Pt2rUsX76ckSNHNhm0iWfQoEFs2rQp1oHLlExzvIZ/394cONkkE9tK5ZhLZl+BbQ0ePJgPP/yQ3bt3xxyL6drWsGHDYrML6urqUi4klg6d0baSPfeAlu5JfFstIFFkS2vvbzCdbsCAAcycOTOWsmDDhg0MGzasiYzwQHLgfIq3m5Zyb1n+6GhpybYgPfuKL1cK0bbC29ryHhnZIdV9D7alepYVFRVNnn9Q34kIQ4YMYcOGDYwYMYIePXpQVFTEgAED2LhxY9p94LB+IsKAAQNYsWJFM/suKytLWM6mc52J5BhGZySzFmIeUdV6ESlS1QZVvVZEbsTlDNwiIoOBD1T1jqjltjRlJn5J83Aevq5du7Jhw4ZYOH86iV/Dia/DFX94lC6+Ezt69GiOOeYY3n77bTZs2MDSpUsZNGgQ3bt3j01XSqVz9+7d07oXRsdgy5Yt/OpXv6KoqIhhw4Zx5plntrgimWEUKslyxYXL0vr6+lgeuMDuIfEoc6LFBwLCHbKePXuyYsUKunTpwogRI+jatWssijv4fZCzNbyq4/bt2ykrK2P79u2xhnZDQwO7du0C3IBPa6ZqtnbBi6h/35FprW0VFxentK3434YJ29b7779PfX19rIOVrm2VlpZSVVXF+++/T1lZGQMGDDDbagOp8k8myleZjOAZ9enTJ2GEV2vZsmUL69evjw1EDBkyhLVr17Jy5cpm5VrYnlSV8vJyNm3aRO/evdmzZ09sumeqxPrB/ngbN9pOS7lNU9U/YbJlWwAjR45k7dq1bNu2jTVr1rTZtlK9/2ZbuSV8n1t6JgHh9AJBHtTguQbPP7xoVVAWDR06lPLycoYMGcIHH3yQ1sKWqQjbd9juU9mLiKSseyw3vmG0Y6cggKo2iIio41si8nXgTmArcFY+dEoWbh0UwD179gQaw6DbyurVq1mxYgV1dXVUVVXFll8H15no27cvffv25Z133qFbt27s3r07NkoTRlXZuHFjLHm6FYqdi9raWm655RaeffZZZsyYwec//3n22WeffKtlGJERDHqEc7Zt3ry5Sa6lVIs9hUk0GBM0SoNIv6FDh7J7925WrFjB5s2bWbduXWyhhyAnzq5du2IOwPBCTwG7d+9m7dq1fPDBB+y7775UVVVFdDeMKGnJtgYMGJBX2+ratWsz+zLbyh+bNm2K5WcbNGhQM7tINV1v7969vPvuu1RUVDB48GCKi4tjz3T79u289957gLO5zZs3N7G9wBGcyE7j7SUd4m3cyD+Z2Ba4cuHNN99kypQpVFRUNCk3gv7GwIED6dGjh9lWByB8nwcOHJjWb4Ipw7t37+bDDz8EGp9ROPfyqFGjYisMb968mbq6OtasWQM0Og2DPnC83cWTbNp7YN/r1q1rkvPS6BzceeedBXGOKM9TCLRrpyCAqmrgGAQWAQqcpapL8qFPshDlqCu68DTiRKMuvXv3plu3bvTq1YuSkhIGDhzYpNMZUF1dHZtWZGH7nY9gpa/u3bszZ84cxo4d26YE8oZRqCRqVAYN0tYOzqxevZply5YBjZHb4eTXwbaSkhKGDh2KqjYpd4PP4WiuRIM1wUJRQW5Xc9wUJoVuW8HxYfsy28oflZWVSReUCPaH/4dZvXo18+fPp7KyMhb1WVxczIABA2LtvCASp6ysjB07dsTOkyhvZWCf4WiudGmrjRvZIxPbAnjzzTd5/XWXen3WrFkx2wIX9QXEyg2zrfZPW+5z8Bz79u3bZMAJEtvBjh07KC0tpUePHlRWVjJkyBBKSkro379/LBo53u7iSWfabyq7Nzom48ePL4hzRHmeQqDdOwUh5hgsAYqAY1X1v/nSJVkIclsrukRTUurr69m6dSvDhg1DRCgrK6NPnz5Nji0uLmb//fenb9++sVWHEzl7LI9CxybZlKYgcnXkyJGcdtppHHfcccycOdMcgkaHI1FenHCHJ9mK8mEaGhrYvHlzLGJr2LBhqGoTx0y4gVxUVMTgwYPp3bt3E7mBg0ZVk67wGfx+5MiRdO/e3TpHBUxLtgXJy+Bgn9lWxyewge7duzN69GgqKipi24LcbcF0yWQRVUF+yIqKimbPLcinBY220rt379j+RHkrw3Yan4KmJeJt3MgfUdgWwJQpU5r8DxPYV11dHWVlZWZbHYC23OfwdOKgrglIZAfh+itZPtt4u1PVJn3RcJ866LeEpwqH7d5oX4wYMYJVq1Yl3Dd8+PCUv3344YcBOPnkk9ssP4pzpHOe4cOHJ/WvDB8+nJUrV2YkP0o6hFMQQFXrROQxTSexSwQ0NDTE8vAFS68nI1jZKBzaHP59S7+NZ8uWLU2iDhMV7CJCly5dYlOLkp2zpTwLRsejvr6eRYsWUVtby7BhwzjwwAPzrZJhZEyycrSlMi4dR3g40js8LUtEKC4uTjhtpaSkhG7dusWmVwV1RSpdw/uCCO8oiK+vjNbRVttKh02bNrXZtqB1bZHw7822EtPWwdGW3ungHsU7ZuLbc8nOW1ZW1iwiIZHM0tLSZs+2uLi4iZ1mMgAc/m1He/bZphBtKzh3ZWUls2fPTinTbKt9ksl9Tbd/msgO4vu9iX4Xb3epSDTjLnAahnPjt9ZeLCAmP6xatSqtXLyJ+PGPfwxk5tCL4hzpnCeV06/QbK/DOAXBRQzmSlaq5c2z/ftMw+utsu3cbNy4ka1bt9KzZ0+LFDGMFAQNzSAyoi3vS6Z1RRQUgg5GU6KwLcj/s823/PZAqnxurWnPFVrbzZ59/jHbMlpDod3X1thdKnsutOsyjPZIh3IK5pKW8hxk8/eZhtdb4dm5qayspGfPnowYMSJpSL9hGI1lZZBcvS1kWldEQSHoYDQlCtuC/D/bfMtvD6S6R61pzxVa282eff4x2zJaQ6Hd19bYXSp7LrTrMoz2iHkE2khRUVFGFWemv88EKzw7Nz169GDMmDH2/A2jBaIoK/NZ1heSDkZToqqH8/1s8y2/PZAs13RrKbS2mz37/GO2ZbSGQruvUdld8B4U2nRMw2hP5D9G3IgEVWXXrl3U19eza9eulPP0g0qhEKYIGNmnvr6eDRs2UF9fD1jlaRjgpq3s3LkzZVkpIlRWVlJdXd3m3CdG5yOwrVSL2JhtdXzSKWPiCdpyiX5jbTcjwGzL6AiksrtU9pqMdOpewzASY5GCHYQgBDtcGAZJ7gspT4iRW1SVVatW8cEHHwCJk00bRmckPhdTOFF12GGeKmeTYSTCbMuA9J5vvG2YTRjpYLZldHTSrUeT/aaQIiKNaPn9739fEOfI9DyFtjKxOQU7CEHodXl5OTU1NbHvVkB2bqqrqyktLaVXr162qIhhhIiftpKsw1Ro06qMwsdsy4D0nm+8bZhNGOlgtmV0dNKtR1P9xuiYDBs2rCDOkel5Cm1lYnMKFjjpGoWIxJx+Yedf2Fm4c+dOixjsJAQRouXl5fTu3dueu2HEEZ9bJ9yYDJe74bI1SiyKu+NitmVAevm74m0jWzbRWsyGChuzLSNb5PP5pKofk9Wj8b8vBBs3ssuf//xnAE4//fS8niPK8xQC5hTs4AQNh507d1rEYCfCIkQNo3XkOgG3vaOdB7MtIxmFlvg/wGyo/WO2ZbSFQn0+hWrPRu65/fbbgcwccVGcI8rzFAKd2ikoIkWq2imykVpIdefCnrdhFDb2jhrZwmzLyBSzISNbmG0VNvZ8DKNz0umcgiLSF7fq8l5V/SDf+uQKG2HpXNjzNozCxt5RI1uYbRmZYjZkZAuzrcLGno9hdE46VTIHERkL/BP4P2CpiFwuIpNbc44hQ4bEcnOICDfccEM2VDXaOTfccEPMRoYMGZL278y+jHRoi32ZbRnpYLZlZAuzLSNbmG0Z2cLa80Y2aat9GUbUiKrmW4ecICI9gAeA36rqfSJyEXABsAq4S1WfTvHbwcBagLVr1zJ48OAcaGx0FN5///1wQT9EVd8P7zf7MjIhlX2ZbRmZYLZlZAuzLSNbmG0Z2cLa80Y26Uxll4jQVh/U4YcfDsDcuXPbLD+Kc0R5nngyuT+JaKnsgk40fVhVt4vIRuBt//0uEVkJfAm4VET2qupz+dTRMAzDMAzDMAzDMAzDaMqDDz5YEOeI8jyFQKeYPiyOSmA4cG6wXVWfBG7BOUfP8PkGM6ahoYGdO3fS0NAp1jAx8ojZmmEUJvZuGtnCbKv9Ys/OyBZmW0Znwuy989K3b1/69s3MZRPFOaI8TyHQKZyCAKpaDVwDfE1ELg5t/w/wS+B4YL8oZAXLuVdXV0dxOsNIitmaYRQm9m4a2cJsq/1iz87IFmZbRmfC7L3wGTFiRJO8muG/4cOHt/m8d999N3fffXdGukVxjijPUwh0iunDqqoiIsBzwLXAd0SkTlV/IyKiqg+LyGHAp4G5mcqz5dyNXGG2ZhiFib2bRrYw22q/2LMzsoXZltGZMHsvfFatWhVpXryAwAl3wQUX5PUcUZ6nEOiwTkHv7NPgv3qrFJHfAV2Am0WkSlVv8T9ZBfSLQrYt527kCrM1wyhM7N00soXZVvvFnp2RLcy2jM6E2bthREuHcwqKyCCc068cWBJyBhapaoOqrheR/wNWA7eKyExgC27q8JfypbdhGIZhGIZhGIZhGIZh5IoOlVNQRMYDfwR+DPxFRO4UkQEAqtogIkX+81ZV/S0wBXgUtyLx51R1UZ5Uj2GJU41EmF0YRsfF3m8jW5htdU7suRvZxOzLSITZhWG0XzpMpKCIlAO34hYNeRDn8PsbMEJEvg28qKoNoeN7quoyYFk+9E1GkDgVsLBoI4bZhWF0XOz9NrKF2VbnxJ67kU3MvoxEmF10PkaMGMGqVasS7stkMREj93QYpyCwF9gBPK+qe4HXRGR/XCTgDcBVwOsAInImMFNEfqiq6/Okb0IscaqRCLMLw+i42PttZAuzrc6JPXcjm5h9GYkwu+h8ZGsxkVQ89thjBXGOKM8Tz/Dhw3Fr5Cbet3LlyshldhinoKrW+5v3C+BUv22LiJwEPAlcH2wHugK9gYKLb7bEqUYizC4Mo+Ni77eRLcy2Oif23I1sYvZlJMLswsgFUTido3JcZ8sBnsrpl8xZmCntOqegiHQXkfDT+BFQJSI3BBtUdTPwUWCOiFzmt90FXKaqG3Opr2EYhmEYhmEYhmEYhtE6brvtNm677ba8nyPK8xQC7dYpKCIDgb8DnxaR7n7zAuAp4HARuUq8K9VPEf42LjoQv+3DHKuclBtuuCHfKgCFoUch6ACFo0c8+dIrn/ejs11zodhevvUw+fmTH7XsfFyLyewY8qIg3zrnW77pkH0K8doKTadC0wc6Vj0bFYWol+kULa3VfcSIEYhIwr+25g3M5P7df//93H///W3+PcAPf/jDjM+RqS6FZkOS63ngUSEiw4AngMXA/cBjqvqhiPQGrgRmAm+p6mX++P8Bxqrq50VEtBUXLiKDgbUAa9euZfDgwVFfS87n4xeqHoWgQ9R6vP/++wwZMiT4OkRV34+TlbZ95ev+5PO5dLZrbq3cVPaVSdmV73fR5Of/nYvKtvJxLSazsOVlq9xKRGd+lzujDrm0rdB5835/4yk0nQpNH4i2veXPV9D1YjoUol6dRadclV2t1T0b15rJOQ8//HAA5s6dm5H8ww47LKNzZKpLW+9BW37XUtkF7Tun4ETgHqAUuAhARB5T1a0i8gPgU8BZIrIIF1F4BHAeQGscgoZhGIZhGIZhGIZhGIaRL1ItQhLsb8tCJO3ZKTgPeFFVd4jITcBnIeYY/EBEfgPcDZwDbAZ+o6r/baOs2DTr9euzs1jx++83c9jmhULQoxB0gOj0iLOZRFP2W2Vf+bo/+Xwune2aWyO3BfvKqOzK97to8vP7zkVpW/m4FpNZuPKyWW4lojO/y51Nh1zbVkAh3N94Ck2nQtMHIm1vNdlWqPViOhSiXp1Bp1yWXa3VPRv3v63nrK2tzej34fNEcY5MdGnL71544YWU+4cMGdLsvGmUXe13+jCAiBSrar3//F3gIOA3wKNR5gwUkf2B16M6n9Gpma6q88MbzL6MCGliX2ZbRoSYbRnZwmzLyBZmW0a2sPa8kU2s7DKyRbOyC9p3pCCqWi8iRaraoKrXisiNwIXAFr8QSZ2q3ptnNQ3DMAzDMAzDMAzDMAyjoGjXkYIB4YVDROTrwFeArcBZqrokgvOXAvv5r5uAhkzPaXQqioB+/vPbqro3vNPsy8iQpPZltmVkiNmWkS3MtoxsYbZlZAtrzxvZxMouI1ukLLuggzgFodExKCLHA7cBx0fhEDQMwzAMwzAMwzAMwzCMjka7nj4cxjsES3Ce0GMzWFTEMAzDMAzDMAzDMAzDMDo0HSZSMCA8ldgwDMMwDMMwDMMwDMMwjOYkXJK4PWMOQcMoDERE8q2DYRiFgYhU+pw4HZpOdJ0d/hoNo70iIsX+f0G2wwpVL8MwjM5Kh3MKdhQKocIsBB3yjYh0FZHKfOvRFkQkL++3iPSA3DvoRaRn0BDONSKyj4h8Ujz50KGjku/7KSJlIlKeJ9kl4f95kD9CRA6L4DzjgZ8BfTPXKm2ZA0XkUBEZJSK9/bas2lKerrOPiOzry78yvy0X1/mToKxvb4jIYBGZmG898o3dh+yRz3pLRPYBvi8iQ3xqpYJok4jIABE5EAojgCO+jVwo96kQEZEeIlKVbz3aE+3NnvLVZ/Syy/IlO0yey+283wNzChYQvsIcLyLD8lVhikg/ERkrIiPzWWmLyHARGZcv+V6HccBfgYtEZEg+dWkNIjJORA5U1YZcF/IiMgb4rf+fS7njgUeBm0SkW45ljwX+CVyonlxULN7ZcY6IXJKtykREBolI12ycO035Y4A7ROQuEbkyD/LHAX8BHhWRH+dY9iBgsYiMVtW6XDu8/b3/FdAzgvP8DHheVddFoFo6MicCjwCXA38G7haROf7dzEqZmKfrnAA8DtwMPA/8SESmZbMMCl3n66q6PRsysokvr+8CBuRRh5Ei8g0ROVtEDs+TDoVwH0aLyP+KyP+IyCfzpUem+MGTr4jIRcHzzLPT6xPA/wBXisiIQnAM+jbaY8B3ReTEfOri9RkN3CkiN4vIlyDvzwyItetm5tNBE49vBz0KfMnft4LAv3cXisinRGRUvvWB2EDLdBHZP257QToIRaSviPQXkV6qmpfVjH3Z8Pt8OZ0LxPeS13sQUDCFTmfHF7r/Am4A3vAV1ZE51mEM8DDwE+AdEbkij5EAfwT+JCKT8lGY+gbzL4GXgVdUdW2udWgL/l59A3hJRGbk0jHo7ed24C+quiyBXtmSOxL4NfA74DlV3ZlD2WOAnwM3ArtF5ArIfuPSlxe/Aw4EvgM8EbXTyDsDnwD+LnmIlg05pd4H3gOuy6Vjzsv/P2Au8Fvg8yLyxVzJxznjRgP/9o7B+lw5Bv21/wK4R1X/nsF5RuLK8t+o6t0iUuQHnUaLyAB/TKTlk3eQfw34vqqeBlwJrAQeEZHjs1Em5uk6u+LaCzep6onA93E287uQAzTSss93vH4L/E5VfyuOAeIGE7v6Ywqy8wNNHJr3qercPOkwDrgPGAQcA/xNRL4jIhU51KEQ7sMY4B6gFme3fxCROyTPg8GtxTtJ/giMA76Ic3qdn1+tuBd4DigGvikiw7M5INISIjIcuAP4iaoep6qP5kOPkD7jgN8Da4BS4KsicnE+dQrxE1wwwqxc1fep8PZ9F84p+A9VXR63Py/lve+jPYBrA/8fcL3kOXhDGgMELgGewQ1ofwpii6EWVN0Y0vf/gKUicrmITM6xDmOAW4B/quqHuZTt5ReK7yVv96AJqmp/ef4DKoEHgbP8948BfwKeAj6dIx2GAE8Dp/vvXwK2Asfk6Z58E6j292G/HMsuAr4FnOe/C7AfMAMYFjpO8m07SfS/GKgDaoDD/LbiLMscC/wbODV0z/YBZsUdF/k987by9dCzmwJ8EqgCSoPtWZA73l/zJ/z3mbiCvUc2bQPo6uVe4L/3BnYCp0R5r3Ediu/jGs5zgYps2lCc7AqcQ/D00LZjgMXAjBzJvxM4I7TtJuALuboHXubtwLPADmC831aaZZl9gLeAMwN5wNdxju/vAGPTPE8RcD5wc2jbfbgOzyLcgMsxfnuk7wsuuvPLoe/9cdF0dcCxUcrM83X+DTgt9H2af2+WAx+JWFYJrl68PrgWnPPhAeC//ppnZ+M6I9J/MLAW+KT/XgqcA3wBOBMoyZEeXwK+6j9XAsfj2jq/AXp3ovtwDvCd0Pf9gXdxkb1T820vaV5DL5yzJGg3j/PlzK3+e87fA/9edsd19r/r7epOYKTf3zUPOn2ExjZaKfBlXBT3ZXnQpRQ34P8l/32QL8e+lm978vp8DtiFiwD/CFlou7bSlr4KXOy/FwGzgKOACeHjcqxXD1x/NeijHQ7sBo6M1z+HOnXxdvQZ//0jOGfqM8BX8m1XSe7h4/g2LnARbiDhXuCIHOkwEhd4cHbI3voCw8hyO9fLKwTfS17vQfyfRQoWAKpaDWzHFWqo6t+AH+I6FJeLyGk5UGMW8F9V/bPX4VbcSPKX8zS6+A/cSF5f4Gcisl+uRs3UhVAX4SK/inBTHq4H/h9uauxn/XF5n2qQhIdwkTLfxEUZHa6q9ZDVnBGH4RyPQVTRfcD/Ag+LyFwf3l+WpXu2HfeugLObrwG34qYPfl1EumrEYfHikuxfDLyrqn/xmzfhOgX7Z9k2ynBOq/kAqroV1zHpLyKXiciYiO71TGC9qg7FdX4ey2HEYAONnZvAbl/GTZHMRX6/WmAPrmIOGAQcISIvisgfReSEbAkPlXUrcY64m4F5IjJBVfeKy2GZlXdZVbfgnE39/aa7cBGLHwJnAbeKyClpnKcB1yB+S0Q+JiK/ARar6sdx787zwF+DqLaIL+N5YLKIjPC6bMQ5NX8O3C4iU6OSmY/rFJFSXwatAWYGUWaq+gYu0mQuLmIpsilVqloH/B2oE5E5uEjS5ar6KeBaXPvlVyKS7fKvTajq+zhHSVCG/Q430HAgPvoxR1Fqg71cVLVaVf8BzAFOx9loVvH34THyfx/6AEeE9JoPnIgb1LtS2kf+sm7ANlz9i6ouxQ1IHC0iY/L1HqjqDly5/STumXYHviJuivY3RKRnjlUaDBwmIl1w0aFTcXXKNSLyr1A0ddYjqVR1L65tcYhvJ60DNgOzReRGEbk6ODZPkV3/wkVVbsW1Y2dLnhZ18varuFshuPLzK3hHs4hcGzoul9TjHKdrRETURTv/DRglIh+XPOStVNVaYAv+XqnqC7hB9eeAcwooEhUAdak/NgJv++934aLlKoFLReSQbMr37dfPAq+p6r3++59xfoeFOPtqsZ2ZCfn2vRTCPYjHnIJ5RkRKfEVZjBsxBmINpNuBBcC5kv1k0Gtwnajxoc7m34DdgUNFRLpnUwFppAhYh3OyHIdrdP0U6Csis0XkpCzqUOwrvx3AJOBg4FXf8fkkroD/hoickS0dMsHr3gCcjGsQXoubWrqfiAwGvpAN56qvUO4WkZ+KyO04h9XZwERcxfMV4JCQjlFSjJs6cB7woqp+BhiBe1bHANl4VnW4KUN3gbsmVV2Ja/B+I2jkZgNV/QDXYHxYRI72jdgpuPtwFq4T8Km2nDvsaFLVl3DOXYDpOAd9E8dg1M8yJF9xDt6lIlKsqg2+EfM27lqDXCiR5rcJ5Psy7wbcM0ZEpuJs6ue46ah9gMsCp1OUsr0t1fvNL+LKne95XV4WkcB5MCzhiTKUD6Cq1wFFIvIEsFJVL1HVm3F2UIsrRxJ2VMQvyuKf20rgBdz9qvHXgKo+h2sw3wt8TkQqMrElcUnQe4R0eg0XzXCBNC589CFwG65cmON/l6nMKhEpzeF19vLn3es7t8EgyLnBMaq6GOfo2YkrfzMikOnP/RZusOU4XMfsZ377fbg6eiFwSlCRZyo7CsTlnToBQFU/C4wUkRdwjtvzVfVCXITlIcAVOVDpbqCbiHwm2KCqrwHH4vIXfz7bCqjq53Ad6JzeB2ma+/Z3QFcRuS6k1yJcPrwTgEuzoUPEbMVFnu0Prgz19ebDuIE7RCS26FCOnF6BI6QE+LyqPovrS0zA1V8v4tqIueTfuD7GRcB7qvo5Vf0SbgbOWFy5nHUnTuj+zwMG4tozP8BFCD2Aa6teISJ/yoU+CfQrwfU9inFl+nO4ZzZKRA4WkQtypEcP/19wUcxTcYPEL6jqObiy6q/AGSKSs/c01HepA/oB1wFnicj/AEfi22XAj3NRjnqdgnZbMa7dempgN+qmWt+Jm+1xSuCszDe+eq4EhtO07fAkbrZTCe7ZZm3BNN/Gvh3o6fv01wNLVfVsXBS54hxzWZnK6+9BGc4PlhffS77vQTKl7C8Pf0CZ/1/i/++H60xcG3fcR3BRCJ/KgQ6jge5xx9yNm4ZZiSs8Ig8rDulRHLf9Z7iXtQgXpfcyrrN3AFCe5XsxHueMfAXXsAqO2wcXiXEnrjGY12lSuBHgPgnu3TnAUf7z13GV6Js4x06P+OMzlF0W2nYRLqy/Z2hbKS48+qGIr7kktO03wBvApXFy7wCejvh+902wvSi0/yb89CcimvoRuuZgOnQVztFwK84BO9ZvF5xD4qXwc0lTxgjctJ7ecduLQ5/f8uVRV/+9f4T3NpDf13+vwE9ZDt4z3KjaNf7zNFw06pCI5fcJy/SfexAqG/17tImIpoXE33v/HItwHZdfhJ77A/5dPtnrND0b8kPbv0HjVMfy4JnjRlc/nuA8Y4H7vQ0+CHTz24fiGu2Vccd/NtNywct8FjcVZn5I5pn+Xl0TPFO//Rrgj1mSOchfZ0Xc8VFcZy+c0+2rcdsv9dd5btz224BfZ0nmWODTuClTRaHt1+NyymZskxHZ9RhcHf5HmtZJPwe+GGfXB+A6wPtHrMMAXHtimP/exct/BDgp7tiLcXVlHyJsW+A60GPxU0jzdB/G46IgqnBlWxluCunTxKVlwEUMLsJ1WgtuKrrXMajzK2lebt7syx/BtYmuyZFOEvf9Jv9/f1zd/Tfc1Li3ibDuTkOvLrh67C0vP9x2m4CLiD8oh/pU4BzPX8W1oQ4O7ZsFfIBPM5FlPfrg0r8Mitt+LY3TCW/378LruGjeblnWaRwu4i2YUlkFrAKWhu3Ylyk34KZbVmZTJy9vDC59xZyQXn/FDUa9SmN6lZE4x9Y/SNBWz5JOh/jvvYANwK/ijtsXF6RxaTb1aYXeQXt6Dm5GzMVx+0/GpSA5PIs6BOXnUP8O3k7TNvY0XBvyuizfi4m4SMGc+V4K7R400SlXguyviSGMxy2M8AAu4mOC334OrnF/hf8evLhX+2OjbCSGdfguMDpufylumt4DQYWFq9RvIcJ57gn0GBPa9zHgf/zn2bgQ///g8jf9JKqKKMHzCCqXk3CNg/txjbvgeZyCG/nskmc7moQbkX4OFx329dC+c4C/+s/7+wK+Grci3c1k2LBIIPuK0L5PAD3858DJOhNXKbbKUZWG3MA+jsTltXonbJ+4BOb/AXpFfL/vjrvf4UZupB3jBHIvD+2rwo16h3Nd9sc5KvZppZybcVFgXwcG+G2BzQfPsQjXsH8MFwl6MxHlGoyTPzDJMYfTmAvou7iIh6icgkmvP3RMUeie/Jw4R0yUskP7foZrvM3Cdaju8dfd5LlnUX7g8Ao7SX8NHBp33EhcB/9zOOfGs7iOTOBsCBpA4XfldJxzu002RGM+lgtxKQyexTnDAlmfwTkwv4/vdOKiaG+jjWVREpm3huyiNPw/iuv05xiOW3RnG6Gyx++7ytvEV2nMHXYOboCize2GFmQWJ7jO83AN25znwkmg+xic0/ZaXLk5OW5/UEeJ/yvGOU3GRKjDOFzEwZ9wUWU/ojHq+lFcqo+Ph46fhBsAjayT7e9DEL22BxcF2Du0Pxf3YQyuzvhM3PZh/t15mtAAC65ee4Asd+ojuK74wdig3LkUn+sT1x7YQsT5InFTcg/BRc73Cm2PlUO+nPsZbtrnZODbwBJg31zfI/9MHwLW49rwQTlZ7J/1pBzpUxL3/Xe+nAwCA8q8rUaakzWBHuNwbeJ/+ffzuNC+Y4Ef+M/74crg+bgZN3cQF7wRoU5jfPlzJ659PcRvPwDnuJ1LKCAD165/FqjK8r0ai3P8/cSXX4FNFePaZI/g6mUJ6fUGWXR8J9ApePePxE1tvjXu+HO8XWU1v3sr9A/K+yv9O3lhsN3//xFwW7Z18P/749pq5TQdZPwyrs2blXsWsqOzyJHvpdDuQTN9cmWA9hd7wKN9RXABzgH1MG70tKcv4D4H7AV+APTzvzkHuCWLOjzidQg3LIKX5Q5f6H4V1+mYmoN70cvvH4Jr1JyFa9xPwTVoVhFKcpstHXAh1J/FdZZvoTGK5wRc5EHWR8dS6N0T55g8HjfScSXOWXNf6Jhv4qbQPeWP+ROucZpRgzCF7PvjjqsM2dHn/L1tsyM1idy3gbv9/lNwo5nP46NCcI7lJ8gwuXaKa/5j6Jhw5/jXhBp5WZD759AxT+Gm+QZRdafjHIhVrZQ1xZ/7DpyTISh/mjgG/ecduBWBx0Vo0ynl+89zgM/7/dXAAbmSj+ssDPWfT8Q15EdnU7bf9wlcx+5x3ODI/sCKTN/jdOX7/d2Amf7z8bipssPDto8rIy8P7pm314eBo/22YlyD5zLgozjH4ZNtvQ4v83+Bb4a2XYbrhJfS2Mk7ARc18Cqu3H6DNnZAW5BZTKPzvBhXZ2Z8nXHyr8DlmHwbuDpu37m4qL5/4tIavNbW60whM3zd4u/HV3FpNs7AlUU5czik0HmCt71gAYjLcO2cqrjjKkPv9Am4Du6giHRIlMT8Plz0wZG4TsD9/nld6485xX/vE5EOaS0gl+X7kCyR+nD/vTcuj9NLOGdEBa7Mm0vcAEWebSqlEy7u2LP8sV/BzQCKdHEsnEPiTZzzdguu43paaH/Q7pqBGxQ93n+/J5vvZ4p7FDgAe+HqsWdwbZkgbdKTRDS4l6Y+gQNHcO3+fwAn+m1He/uPZMAtiV7DcBHMpwAH4fo54XZrBW5F2ItwTsMxfv8aYGKWdBrrZZ2B6/Pdhm/f4cr5k3FBEg/Q6Cw8DhetlxUnpZfRzT+fs+O2B/2xMly7/87QvhO8TWUcDNBKnar8/1NwA2l/pDFC/NO4GU15WTiGxnZs/ED3QNw07C2EFtvxZdd3sqRLUTK9CPWrcYOMdxHB4lek6K/j+vq58L0Mxkfg5+MepKVjLoTYX+zhluA6XZeEtp2Ga7SNCG07BliNa9T+HldBRbICb7o6hPZdj0ucXEu0HfAW9cBNOfhfXGV4DK4B8RQRjSimqUMxLmJwE66xfi+u8ZqTUc0Uug/3dhE4grr7e/Q+8He/7Te41fyOwDmX7iWajmkq2f8vdNyxuGiuz/h7mpEjN4Xc9cCf/LaDvKy1/vpfyME1/y10XOCIuBY/LSuLch/y2072x6zw9/t52tBwxHXU/olzQP0N5xwaGLwroeP2IyInRyvkB52KObiGaTXRd7RSyS/DhfLfiIsseBofUZwD2WO8vOP898+R5grAUd17YJTf9xCuQ9fsXfb35it4xz+u7LydkCPJbz8W+AMueiuje4hzEF9DYzTi971+/8A5rc/12wfgorCOJcPOZwsy36XR+XFchNcZOBsvx0UmHI+LjP6m376Pv99jcdG05xJy2kYs8yq/fRiuPDoZN3BxfyK7yPUfrl5/CfhlaFtvXFtiUsg2BVee3IwbxJkbtf64Ouhjoe/74yLj5nnZPXGOujdwUSSvEGHbAvh4+D74bdfjFowpojFaZA4uMiTS++Bl3Ehj1FORt5N7cQNLd3t7FW9fL+MildpUh2XRplpywsV3tM/GzWyJtN3sz90DF2X6af/9BH9P36VxxfhwOpMhod9mbXZLGvcoaBtV4dopT/nn/EKUNt8KfQLHaW//7s3HlWORtBlb0O0M4NHQ94/i+lk9aHS4fdfrcox/Px7Oxn3ysgbgnLXHh7bdhKvTwuljZuDqgGe8vi8QUd80hW5lNHX4/Qo3uPIa8GW/7QjcQmhP42ZwPJ2te9WCTq/TuFLzJNxA67+87T2T7XuVRNdBuPQwE+K2h51SvXH9tGqcI/MX/h5G8h7gppoPD5+PBM5RXP3wZVwwzseJbjB1jL+mhDOQQsdl0/cyFldG39PCcVm5B2nrmUvj7Ox/OCfX3fgRqdD2+/Ae+lBFFeQm+hQJnHVZ0uGr/nPgrS7CdRQjjRBMVw///TBglv/chwink6T5PILG1TBc5+cM4vLy5MmWynEN+4tpbGwV4Rr37+Ea4iU05rariuretSB7JT5sHjct+4e40f+MHSgtyF0N/DR07HG4qKpI3p00rvm2uONH0crpu218zj8JyfsW8EXaEL0XeucvxlVeZ3q5l3i7/x+a5pyKdFQ/TfmCy73xLNGXRy3JvwxX/szBTRsdngPZX8INUlxAXI7OHF/713Aj46NwETxDQ7/t67cPwDncjvbPKSg3DwK+5T8PoXHUvBtt7KCGZA72n3v67WNxUd6TvD4/wHXMZ0Vwj1orc3aE1xm+311xUXtdcHXROzjH69+isMlWyvwrjdFeVeQxcj7BdYwBzomz75tpnuupF64j8AWibWcV+/v1O5o75SYBv8Q5v4aHtvcn4ml4uJQDL+Lq4uCdnELTGQVlOMf/0f6dj+w++PMPxbUBTsJNX73Rbz8F5zT9Dz5PmN9eTpbzprVS/7SdcKHffBqXWyxyJ4B/Vn8m1Kbyz/lN3OD1aaHtQVRKLP1NPu9R6F0M3o99CNVtedSnG65uP5ZQ2ZfF+3UobtbT5/z3S3EDA3/FRWSfhyuHDwhdT1ai3vz5g+n93WkaRXkLPk0IjX3TSpwj/zgiaOOmqd/jvry4DZfH8BBcu6QB+J4/ZixugO5yIpzB0kqdLvc6/a8/psK/m8fk6l7F6Tge59z7C341W0LR1wnKrTG4AY3PE1H6CNw0+adwzq1lwLcTHCNxOj+HGzjKeGAINxvwqeC9D183CaInyYLvJfR+Xex1+ViCY7J2D1qla66NtLP/4TpVQWLnoJN/Fj4BKW6qxYg86zAiKMBwI1jZGp1qSY/hNEarZCunQN6fRwa6/xA3qn9AqHAr9df0H2Batu5dC7KfprExWkyEi8KkIXd2nu73UzROr4x0ekALcucSYcQcrlP4f/7zef6ersB1GHtk696mIf8oGnPb9cyx/HdxjbpIFzdqpeyqPN37QH6z6fc05ip7DBf1cwlxOXxwDeV7/OdJuIZ0mwcI4mTuwnWmwomZu8Ud/zhwe4b3pS0y74hI5qO4JNiX4RxvvXEO22Cg7GrcKsM/xtWXh9DGzn8bZY7AJ1nP9x+N9XcQqRob3PT/S3Cd7iPD+yPWobuX091/T7WA3H/wToss6zCa1AvInU9ooYWIdajy3/ehQBKpt+FaWuOEm+H/9yBL7Ub/3JYA1/vvgX1f69/fv+IWNpjmbS+SvLcR3qOZBabPgXmwqSH+fVjun9f7+Cn1uCnDDWEdc6RTfF75Ety00hvC23KsU2DbV+ACHeIHdU4A6oFPFJBOx3udPplru4rToxzniDvTvw8zcIEEj+Pqn/jo5p5Z0GEoLrDoo7jAmgtwK3yfneT4/v5/dyIYZMSlsHmCxvyukqpsJgs5KHFO0X/RmMLjbBrT7DTrm0d9D1r7V4SRU1T1L7gGGaq6x29ei3M+gRu9+ruIjM+jDsXAwyIyXlX/qaoL86RHCfC416M+Tzpk/Xm0FhER//Fq3GjrHcC+IlKkqntxIf2C65AQ5b1LU3ZJWLaq1uRQ7phMZbVRdiludAd1y8znSm4xrgPQlvMnKv//gMuFAq4BPQQ3XeRc4FER6dMWWRHIPw9XFvRS1W0JfpdN+UtxuUWeiOr62yD7ERHpHYXsNsr/Z/jaRWQobsrMT1X1BFwE0HdwjbCw7W7FTaED51g+BtfhaYvO8TKvw02FnB4co6o7465vPq4h3CYykLkqIpkn4iKAr8MNtGzF57MVkUm4aI1rcZFuc4F16luUOZL5NLCurdcaFb5+vl1EHgCuFZExqqoiIqraICLFqlqHG30P6nZJesK26/Agzqn6K99ueRsXWXy9iFzhjxNVfQHXWfpU6F3Jhg6jVXW5qu7w+0tFpBwX/VmpqtW4pPyfFJHSLOhwp4iMU9X3cGXEK8De4F1R1Tdwdnu4iBRHIT8LVAJTcVGy+Pr3ZdyUwOXAeSKyr4hMBZ4Xkc+o6nZVXZkNZVT1Q1w+vutF5Gu4tgeA4tI77AIG+3t7AW5KdrZpzT16VkTOLSB9/pMDfZqgqmtxKSgOxy3o8aiqbgbWqOpduAja43Ks03JorMd8eXkHcKKIHBfalkudgrbCE7iB4c+KyNmh/Y/hpoXuV0A6/cPrNClXOiVhL26w9nlV3auqr+HSV1ThIhv3Dw4UkTOB60RkYMQ6HA6s9n6E1ThH/a0453e4nYiIfJzGOmuHr5sy5UzcgPb/89/vxqXIeFZE/iwisb5TSP7IZmdpIyJSiXvPn1PVP/vN7wKfFpGx8X3zLN2DVmFOwTygqrvjNtXhRonAJbDfFzfSkE8dJmVbhzT1KIR7kXUd0iFUWWuok3MobvrPr3EN666qug7XWeueR9nd8iQ3n9cciexs3msR6SciY0RkYNh5Gaqc9wCDReRG3FTIU3FTs2fjcqVsyfDaMpF/kap+kEf5GV1/BLK3tlV2RPLD134QsFhV7wNQ1R/hnEqXeqdH4JhaDawQkctxOd1mqup/23gJ8TJ/jJuGeWlwDSJSKSID/GUd63/z1zbKKziZfv8uXITC/+GcA8/hnLcnBB27diIzEkRkNK6j8SxuavNU4CZxAwgKTQbGngO+KiLToxq88TqMxOWy+h3O8dAN5wDHf/8S8D0R+QGNbYv3cE6AVjtxW6HD8XGHqR+k2wJsEJGv4iJ87/YDTdnQ4VgveCMuargGF8USsB0XDR6pkzYqWuGEW4Bzwj2fA53+josouwn4h4g8iJsZ8j3cNNST/HH3qerSHOjT2nuUVUdloemTRMdt3lGyB5goIvuFyqkPcNHaOScoF33bcyOuzB/qt+XFZ+Ad3Jfip3+LyFGh3bvIQ9lRiDqFCdnSL0LbtuDKhv64wc2ArrgZAZHViZ5dwHYR6ePbhbtx0cwnikgJUBxqf36IC8ipTXKuVqOq1wG/E5EfiMivgUW4GRCn4NJo/FREBvvDd3r5GdeDIepxs8gegiYDgvcDXxGRirjjI78HrUZzHJrYWf5oRegnLqz2KlxiyRoiSkxcCDoUih6FoEMb9a4gSU4qGhPBl+ASoz6Gm+b1VVzhl9HKqPmSbdecHbm4MPYFuAppEy7/ypwEco7HdbA/6r8/QgS5kTqz/I527bhpqi/hInODXEPTgT+EjumBG5WuwzW0MprmnqbMg3GRtffgGmOZLm5USDLvDR3zs+D5AZ8k83Iv5zKj+KMVC6fROJ34azgnXSRpNXAOh58D3wht+xHOYVOMT7uAm0K1huwkMU+mw41eh55x9+B6Il5ArhU6lOIWJMpLIvUMru9CXCL+p3CRkA/67V8nlM84xzqN9/Z+FI3T5z9HaBXRznyP8q0PzimeciVx/wwX4qIDz8GtUv4fspQXLx2d4o4/BBf9nrXVmFvSK1RuHeLLzYdw+Q7P998jyX/XHnRqQd8m/Vxc22QuoSngfvtA3CyOy0LbqiLUoav/3BM3KNQltL8MNwgV6BEuu6KYMtysr4/LST4vbltvXH18S2hbJNN1vQ5BuqOK0PZg6vl+uPZU0DYojlqHNuueT+Ed9c8b+lO4EagWl2rHrcyzB+dVjyTfRiHoUCh6FIIObdR7LG71r3/iOjnj/PZwQtJgVdYiXGTCFbgR0owaFPmSbdecHbm4kcC/AGf476fjQvn/TWO+jaDCGkKoQUOoUsvgGjut/I567bhcZfH59H6HbxTiVrM7BTc9KqpV7JLJ7IGLPvo0Ltn3wUSUML7AZPbCOcLOJvrFdnIuMwKdW7Vwmv//ESLMHYRzcl2L68wHMr6PW0jkEVzk1vF++xDcSplRLyCXSoeHvQ7B6uXFZGEBuTR1CAYbJpKnROoZXmNBOeHidBuHcyo9TQQLu3WUe5QvfbzcJ3CpOO4mwSAKTR1LD/jj/06WnOTp6JTkd18miwsspnmvgjJlAm5a6B9weW2zlfO+4HRqQd9m/VycU/M6nGPwKpr2KS4jwaIfEenwGRrzySZaZfj+0Oc38IvFZOMehPadF7ovQTlwPvCnLN6DHqHt8Tkc7wF+kWx/vv7yrkBH/MNFmi3BrQh4Js0b2vHGMQJ4NcqKoBB0KBQ9CkGHNug8yhcsnwcOxEVxvJWkgI3XP6PCJV+y7ZqzKxfXwT8p9H0mLsrmRUKdahqdkkWZXJvJLwzZuZCPcwh0xXVsgkTJ/wd8l1ZEJbTymhLJ/DlumnJWEqIXkMxbcQsQlXUUmRnoms7CadmOcpkCjPKfJ+IiRSbgVjT9Hi5a9iN51OEmXLRusCr2MWSh45qmDgf7/ZVEMOiRR7srCCec12UQLhLuyWw8145wj3KpDy7i+h84R8QhuIikb8YdUxz3vYrQAkEFolNWFnjMVK/Q9kgX9StkndLQOb6fW+W398a1T54CfhY6/n+AO/3nqNq58TrEO+aCVcfn4tqYl/m6cXqW5DdbxR4fYOE/X4Fz+Eb2zFrSgUZHcm/cwluj8mEvSfXPtwId8Q8XLns1borGv1MY56XAEP850pU9C0GHQtGjEHRopb7FuNGdy+K2vwx8IcHx1+A7Re1Vtl1z9uTicpt0wUVl/Dxu31RcnsIHcA3mj+DyWhwfxb3t7PI7y7V7Wxb8qru4KZoNwJSorqUVMqeazPYnM0N9K+K+H4afFoSLgFxADp0SNE4dKvF//wS+k+N7Uqg6fDff9hLBdRWcEw43Va9nvvUo1HuUK31wAyr/C5wT2vZZ4GbcQEtJ3PFXEZFTJEKdrsQtMpXtZ9IR7lXWdUpT70T93Cq/rxdwMc4ZtwgXwf0SEU9RT6JDt9D+IDL2R7i81bvJMK1MK+VX4hY/ORM3Y2YuEbcLWtIhTpc/Ah/Pt+2E/2yhkewwDxcW+m3ci/dZ4GQRiS0I4BO2Hg/80Sfc3NEBdSgUPQpBh7RRlyC2DpgmIhVeH3AFSNfguFDS303Al0WkZ3uVbdecPbnqqMVNa/iCiHw9tG8BLr/VAFzl+AJuCtiytl2VyS8U2bmUr26VccUtXnA/rsF3oKq+GcV1tFLmApPZ/mRmghbIYmGhRaJ2+k316haKWo1zuGedFnTYXgA6bMuFDtlE3SJfFwGfVNWF+dYHYgtXbMu3HgGFdo9ypY+6BXu64yKUA6bhBuFeBB4UkatC+0YDd4lIlwLSaQzw62zq1Ea9CvFeZV2nNEnUzz1BRKrULdD3G5zD6ke46zhXo1+EqMW+tmcWbqDxYHWrIudKfgOuXXAELs3FF1T1nQjlp6NDsOBINW6WSWG1qfLtleyofzRNHPld3OjUWYTCaXEjp5HkICpUHQpFj0LQIQ0dS0KfB+BGNMIJWmcBP/af++KmAAWJSnu2R9l2zTm/5gtxneMvxW2/Efij/5y13BadWX5HvnZcVJngytWcRJSZzI4lMw2d8r5YWLo64KYC9vSfT8KtSBtJ4nnTwf7sr/D/aJxGPwy3CMUEYH/gBuAZfD5ff8yAzqpToepViDqloXOyfm5VAegQ7mt/gewtpJNMfji/XwVZnA2Yzj0o1L8gMsWIGFWtF5EiVW1Q1WtF5EZcp2yLiAwC9qrqvbhcBR1Wh0LRoxB0SIWIjAGuEpFqYJmq/hzYENpfDCjQ2y/hvgtXyJQBj2oGI8T5km3XnNtr9vwOF4X4MxHpA/yfqm4FluKmmaK+JssSnVl+h7324HcicgtugYe3o1HZZHYWmakQkYG4COp7ROQvqtpSJH8N8B1cDrs5qvpqjnUYBnxfRP6LW8X5QlXNOALYdDCMwibUz1jhN60FPqUuYh8ReR83K2k/3CI8qOqGROfqyDoVql6FqFO6tNDPHQjU+X5uvnQYDHygqnfkQf5W39evVdU/4qYu51qH4Dns9ToUHOYUzCKq2uDDRFVVv+Wnbt2JWwr8rM6iQ6HoUQg6JMI7iu7FrZg4HjhdROpV9dbgGF/IvA98qKoqIpfhVk76fnuUbdec22sOnx/4hYiswtn+dBHZhpsu8oUoZJj8wpOdK/mq+mgU5zGZnVdmEkqBwcCpQK2IPKyNU1OD6Thhh3ZX3KqR56nqolzroKpvi8hPcKs//kxVV5kOkepgGAWJqjZAk/dAVbU21PfYICJP4dMZJCi7OoVOhapXIerUGgqhn5tvHZLIvyNX8lPokHd/Q0uYUzDL+I59UGgswkUBnaWqSzqTDoWiRyHoEEZcZNg3gIdU9RYR6QX8EuiR4PCdwIci8j3gcmCmZpATIl+y7Zpze82JUNWHRGQ+zjk5ALhBVVdGKcPkF57sQpBvGG1gInAPziF1EUDYGRV0ykTkUuAvqrpSRI5U1Shz6KWrw1eBB1T16Qhlmw6G0U4QkWJ1g3Dh6PsDgHkichoup9m5cfs7nU6Fqlch6tQaCqGfm28d8i2/UHRoLeYUzAHeMEpwS3Afq6r/7Yw6FIoehaBDSJd6EdkOTBCRQaq6TkTeBaaKyM3AHlW9xh/eHfg8bpW5j6jq6+1Rtl1zbq85hU6rcYnf80Jnlt+Zr90w2sA84EVV3SEiN+FyBTZxRknjYmGfEJGjyM6CZenocBxwqogco25xDdMheh0MoyAJO5RE5A7gv8Cvga/4weCewPm57HcUok6Fqlch6tQWCqGfm28d8i2/UHRoDcHy0EYOKIQw40LQoVD0yLcOgXwR+TJwBi5/3CL/+VzcildnATtU9TD/m58Bv9EMV4HMl2y75txes2EYRkcgrrP2XeAg3IqKD6vPa+cb3wNVNSu5gU2HwtHBMBIhLmfXjbjFkWZmeK7DgVuBTX5Tf+B+Vb0hyfHh9+IeXB7NaapaJyL9gdnAa6q6NhO9WkMh6lSoehWiTpmS735uIeiQb/mFokM6mFPQMHKMiPQDKoFuqrrQb/sULg/SLNyCEo+ISBmuUroH+JqqPioiXdQnvG1Psu2ac3vNhmEYHQ3xybv95xtxnbSbgfBiYaZDJ9HBMOIRkU8CtcD1qnpAhucaB3RV1fn++13AdzVBbswEDqVpwAxV3SsiJfmIli1EnQpVr0LUyTByjU0fNowc4hsZdwANwAgRuU9Vv6WqD/j9M4ADROQJ7xR6SURWAnUAGTrH8iLbrjm312wYhtER0QJI3m06FI4OhhGPqj7oI/xiiMgk4ErgLWACcJM2ri6b6lyxXM4iMgAoT+IQLAo5lH4H7A9Mz7OTq+B0KlS9ClEnw8gH5hQ0jBwhIkOBnwM/BBYCRwE/FJElqvoHf9iHuGmlz4rIf4BDcNFmi9ujbLvm3F6zYRhGR0Y1/8m7TYfC0cEw0uAu4Ouq+oJ3GP4Y+JiIfAy4PsHx76vqCXHbvogb6G1GKGL2d8AMYP98O5QKUadC1asQdTKMfGBOQcPIHYcDq1X1nwAi8mdgOLBPcIAfcd8XuA23EEAZcLGqvtdOZedLbj5l50uuYRhGh8c7ozp9AnHTwTDSYgpwrIgcClQAwUrZfwP+1tKPRaQLcIAmySXojxkK9KWAHEqFqFOh6lWIOhlGrjGnoNFpkAgTEPvzjQF+BNSp6idD22/AOYYCblLVJ3ALTGwXkT7AVlXdLSIvAdeJyA+BUlXdraof942XemCVRpOoO1+y7Zpze82GYRgdHnXJ3x/zUWqmQyfXwTBSsAD4q6q+6R18H2vl788E7kt1gKquEZGTAid5ITiUClEnKEy9ClEnw8g15hQ0OhOHAH/HJZCNglnAY8Cx8TtU9XAAEemOyysH8DTOYbQz1Hh+GjjTN6r7isgcYK6q/idT5QLZqrorl7LzJTefsvN5zYZhGJ2RQnBCmQ6Fo4NhiMhhwLnAIBH5Fm6q8GeBr4vIMtxCOA+08rSfAk5r6aDgHSgkh1Ih6gSFqVch6mQYuaQo3woYRq5Q1QeBHeFtIjJJRO4RkStE5NciMqoV57sX2JNon4hcIyLfBuYD54hIlapuA57U0CISqroHl0sOVV2Py0N3XSsvLZH8gTgH6KdzKTtfcvMpO5/XbBiGYRiGYYCqPqOqn1XVIap6o5+VsVhVL1LVH6jqZar6XCvPeaKq7s2WzoZhGIWARQoanZ0oEhDH8wCwEugNfB74Jm466SOqGnNKikgx7h3sLyJFwFeA/YALM7oiRykwGDgFqMmh7HzJzafsfF6zYRiGYRiGYRiGYbQJcwoanZ2MEhAnQlUXAojIwcAfgc8AF/ltD6vqTn9og6rWisirwPeAy4BZqvp6BtcTMBG4B+ewyqXsfMnNp+x8XrNhGIZhGIZhGIZhtAlzChqdnUwTEDdDRG5W1SuAeUBPnOPxZVxek3iHEbjchAcCB0XoKJoHvKiqO0TkphzKzpfcfMrO5zUbhmEYRsGRw8XdZgBXAa/i6tmbVfXFTOUZhmEYRmfBcgoanYb4BMQiUoFz4FwqIlfh8rylvQKsiJwKnAxMEJFvhHbVicjPgEuATwCXqOo1wIte3iki0j2UmPteYHKUjiJV/QCo9p9zJjtfcvMpO5/XbBiGYRgFSrC4m0R0vmBxt3huBP6oqv8L/B74TkTyDMMwDKNTILZgmGFkFxEpUtUG//lGYDZwMy4P3Qeq+v86mmy75txes2EYhmEUGj5X849U9QD/fRJwJfAWMAG4SVVXtOJ8FwAnxUUK3g28oKq/FJGLgVGqelVU12AYhmEYHR2bPmwYWUZVG0RE1PEtEfk6cCewFTirI8q2a87tNRuGYRhGOyAbi7t9C7hPRMYBBwGXRqivYRiGYXR4zCloGDlAVTVwGAGLAAXOUtUlHVW2XXNur9kwDMMwCpzIF3cDHgK+pKovishk4EkRGRhK3WEYhmEYRgrMKWgYOcI7jEpwuTyPVdX/dnTZds25vWbDMAzDKGAiX9wNGAas85/XAV0iOKdhGIZhdBosp6Bh5JhQJFmnkW3XbBiGYRidB7+423nAR4HbcVOFRwBfB5YBg4AHVPW5NM93qj/feOAeVf2h3/4x4NPAm8C+OKdjW6MODcMwDKPTYU5BwzAMwzAMwzAMwzAMw+hkFOVbAcMwDMMwDMMwDMMwDMMwcos5BQ3DMAzDMAzDMAzDMAyjk2FOQcMwDMMwDMMwDMMwDMPoZJhT0DAMwzAMwzAMwzAMwzA6GeYUNAzDMAzDMAzDMAzDMIxOhjkFDcMwDMMwDMMwDMMwDKOTYU5BwzAMwzAMwzAMwzAMw+hkmFPQMAzDMAzDMAzDMAzDMDoZ5hQ0DMMwDMMwDMMwDMMwjE6GOQUNwzAMwzAMwzAMwzAMo5NhTkHDMAzDMAzDMAzDMAzD6GSYU9DICiIyWkT+IyLPishzInJAvnUKIyJPisgmEflWvnXpyIjIn0Vkh4h8Kc3jK0Xkf0WkW5b06SYiPxSRymyc3yhczLYMIzlWJxqtodDbeIZhdCxE5DYR2SgiP8m3LobREdtM5hQ0ssU24GOqOge4GLglv+o04wLginwr0dFR1dOBnwKXpvmTu4G5qrozS/rsBJ4BfpeN8xsFzd2YbRlGMi7A6kQjfbZR2G28DoeIHCYiL4mIish8EflYjuXHBtYy1cUG0YzWICL7AWOAfYAJIrJvnlUyjAvoYG0mcwq2Q+Iq5kdEpF5ElojIxaFj7heRe0LfTxGRRf7vsGzrqKpbVHWL/1oL1GdbZmtQ1TXx26yRkjUeB8aISEWqg0TkBKC3qv4jm8qo6qNAfy/P6ASYbbUPEnQ054b+lojIBW2t8+LOe4o/Zh9/bvXnu8z/Ljj2p0n0PDr0m2tauKZwfX2ViKwUkbujuWPRkahOhM5ZL6Zjh1mW327beJ3RXnKFqj4DnOG/fkVV/5ZjFe7GD6xlqosNohU+LZSDK0Xk8CjLJ0k9m2M1biCiDOe72G5lTcejvbSXoGP6Ecwp2D65m8aK+STgDeBhVf0lgIgUAUcCRwU/UNWHgL8CZ/nKPCeISDHwc+AHuZLZVqyRkjWm4cqalkb2zgb+HXwRkXN9Q2OuiHxXRJ72349Nsv8ZEXlTRKaLyBdF5Am//5gEsp7w8ox2ioh8TkTeFpGdvtEa/F2d4HCzrXZAgo7m4cEfvg7JoM4Ln/chf8x7/tz1wA9U9Wd+3xlANXCRiPRJoOqlgPrf3NTCZd1NY339A/+93dAZ68V07DDL3E07beN1RnvpDEgWBtZsEK2waaEcvNsfE2X5dDdJZnOo6ofAQOBDYL6qrrGypkNyN9ZeyhvmFGxnJKmYnwCODn3fH5gLDBaRSaHtU4AFEeryUoK/W0L7BfgN8Iiq/jMquVHolgxrpESLiAwDbgR2AZNbOPxAYFnwRVV/j+toHAg8oKpH+HP9JG7/TOA+VT0M+D3wILBcVY8BbgiOj2Op/53RDhGRzwPfBr4AVAGn+10nA7cm+InZVvvnCf8XfM52nfcwsBP4SnijiMwA3gMaWjpBNjrSmWD1YiSE7TByOkIbz+ylQ9JkYC1CbBCtffIH4E3/OePyqaW6UkQ+BcwBtgLFwXYrazoO1l7KP+YULABE5HIfkfKk/58o+iQgUcX8BDBVRPr570cDdwLvAsd4GVXANlXVJDq0OjJGVWcn+Pta6LS/AJap6u0prv2LEgoPFpGDROQNEVmZZd1SYY2U6LgNuBc3ctKSU3AgsD3B9v+qatD4eBUYm2D/Qv95PtBLVf/lv78GjEtwzu1entHOEJESnAPvS6r6nKrWq+r9uBHkEj+iHI/ZVjvG1w+lqrrWb8q4zkuDGuBnwJdFpGto+9eBH6V5jpQdaXHToTf6Ou+LGUaoBue8QkTmici/fZsi1jC1ejEzEthhNugobbxOby8djCYDaxFig2jtDBGZq6rLVHWr3xRFfZy0rhSXeuhm4BHgPmB63CFW1uQREakQkdfEzdT5j7gptPuKyAIReVdEDknzVNZeyjPmFCwMGoBjVfVo4DTg15J8hcxEFfNzuA5MEKp9MPAsziiDl+EI4OlkCmQYGdMMETkcl3z6KP/C/jWJ3NsJhQer6ovAV7Opm9fvN7gEoReIyMNxu62REgEicjowFbgKNzrYklOwCDclL54PQp9rcDlFwmwLfa7DOYcC9iY4Htw7Z+Vf+2QO0A3XQARijcZKYF2S35httT9+4euOucBH4/ZlUufFzhs6f3GC48ANapQCnwMQkbHAHlVdmeY1tNSRrsV1cvZX1dszretEZAJwDXCoqh4FXAl8Oh1FW6gTofPWi6nsMBt0lDZeZ7WXvOE7zSv95y4i8liEp082sJYpNojWPgiXg9Pi9mVcPpG6rrwCZyNfA97CRSKGsbImj6jqbuAQXHv6e37q7yLcbIsLVPW5NE/VbtpL/vcdzo9gHZfCYCHwsIg8C/w/oD8wMcmxzSpmVa3FFcrHiEgXv60GeBI4VERKcYX1k2no0pbImGao6lxVLQvloPh4Or/LhW5evwtVdZKqjlHVk+N2WyMlQ0SkNy7K5guqugM3zaAlp+AGoHu2dfNUeXlG+2MIsEtV94a2fRL3PF9J8huzrfZHLIcR0CT9RIZ1XpPcSNqYU7AZPur0duByf87WRAlCio60uCnwJ6rqpQmiJ9pa1+0CugCfEZEeqvoacEk6irZQJ0LnrRcT2mEWHTAdpY3XWe0lb6jq3aHPtcCJEZ4+2cBaptggWvsgXA6+Ed4RUfmUsK4Ul4LoSuAWVV2G60v0FpHhocOsrMkz3jH4B9xAUZBr9iPauvy27aa9BB3Tj2AFcZ4RkZE4b/ovVXWOL3DXA12T/CRZxRzkdDgEeN5v+zcueuYgYJiqrk5DpW2hz+lGxuSKbaHP2dTNGimZ82PgSVUNOkpvAgNFpG+K37wOjMy6Zo5RuMrDaH+8DfQRkU+LSLGIHIUbCbwkxdQUs612jKpekCA6L6o6ryVuAfrhHIJ9VPXtVvw2WX19HC7/5TEi0j/B/m2hz2nXdf565+Duybs+emtEK/RNRaevF8N2mEUHTEdp43V6e8klInKIiOwT+v5JfCS8n0q3U0S+4afIfdVvFxH5iYh8S0RuF5GpKUSkPbAW1kVEDhaRR0XkHyLymIgcHHe4DaK1M3w/NZ5My6dk5d7NuDIrWNDrLX9ceAqxlTWFwa+Ak0VkIK4+bO1AmbWX8ky7U7gDcgDOU/1QaFuqRlmyivkJYB+cl/tJAJ/vYT5wIW4590KmPPS5d960cFgjJQO8k+YE4LLQ5ndw0wtSRQv+CTfFIDjPx3BTj6eJyJ2+kXmf3zdXRM6M238Q8FOc8/Hv3uEePj48Jf9I4I+ZXamRD1T1Ddxo5PeBLcB3gbNVNdGUxwCzrY5HTuo8Vd2AS3HxPZyDsDUkq6+fU7dq4wu4hRoiQUQqcaPmZ+HuzSZC0+wzxOrFJAQOmCw7X9pbG8/sJbccjRuQAkBVH8R3ln2ans3AA7jpcRf5w07ERdXciKtPU00db83A2tHAKB/NdSlwuqoe72V/JS7KywbR2iEiMjzuOWZaPjUr98Tlojsd6AUsE5H1wH/97rBT0MqaAkBV38Ll5r4QOB+fGixUL14hLufgBUlOYe2lPFOSbwUM3vH/DwX+LSIHkDrkNFnFvABn0IcCnwptfwL4BvCxzFXNKtPELSBQT/51tUZKBqjqv4EBcdvqgYoWfvpX4CIROUTdAhJ/A/4Wd8zsuO9/ivs+rYXjEZE5uFGc+HMb7QRV/RVuVDJdzLY6Hrms874HLFTVF1r5u2T19S7//yLgTRH5kqomWjW7tRyIm0r/ZVXdJSIvA8dHcF6wejEpqvqgiPxIVW8XkStxzpe7gP/gBhMC58vlfgDitzTm34qno7TxzF4iRkRmA9f5r98VkS2h3fviVnxNxUpV1dAg1r7AIBG5ChDcIFsy/oTr7P+oFbqcDPxAVXeKyBJcLrjvAScBQXl3JG5RCqN9EQyy3u3/Z1o+NSn3RKQI+Dku2uyzccfeSlOnoJU1hcMvcVGdT6nqZnCDEr5e/H/AHUCyGWPWXso3qmp/ef7DTUtahctX81Ncsvw3gIMSHPsJ4NEk5/kjcH/ctiNx4bM9WtDhY8AS3Mjinbhw7zdw0V1/x72oL+FCe+cC3SK8/htwHvU3cV76S73cf+dDN+Bx4OP5tovO+Af0xFUakdlX3Pm7+fP3yve12l9u/8y2Cv8POCxUls8Hvt/C8WnVeQnOe4rfvo+vM9TXMZeFjl0P/DaBzDFxv7k8hX5N6mvgi8BKf+4bgVNwdf9uX5dlVNfhBhT/4Pf9xx97SETPptPUi+naIc7J0uSzf74St+0buPbdVcA34202lc20xd6T/NbaUZ3gL5FNJvuMc1b/wn8W4NMpzivAP1pTngCfAY70n7v7/4fhFh8AN3XvH8H7Yn+F9Ycb+HzMlwlP4xZwCP7mBc8xdHwm5VN8XXkxsBEYkODYy4F1oe9W1hTIH266+LbgvQ9tj9WLrbABay/l+C9ouBjtBBERXCF9k6a/ok9BIyI3ACNU9YI8qxJE+lwNnKD2chiGYRhtpKPU11YvJkZEVqrqiPDnJNtOBD6qql/xNvEpVb0/yTnbvc2YveQHPy3vFlxEH7ipdl/DRXD9ARdp0+C3n6Oqj4rI93Gd7ErgWVV9NMX5e+JW+/wfVd2Zhj49cBGG1+I669Nw6T7OwHXUfwR8U1U/aN2VGh2NtpZ7Vta0D8L1Yopj2n3dB+3bJm36cDtDVdXnu/qBiLyRTsVspIefUnE2cFZ7e5ENwzCMwqIj1NdWLybGO2CqfH5S/Ocv+f+fwDlfqkTkRO98OURErsM7X5Kdt73bjNlL/lC3+M3doU3hNBa9Em1X1W+24vzbgC+04vjt/j25CucMfAcXXbbDH5L2uYyOTVvKPStr2gd+UKxKRC5X1aR5S9t73Qft3yYtUtDIKz6XyRdwC408oKpfybNKhmEYhmEYhmEYhmEYHR5zChqGYRiGYRiGYRiGYRhGJ6Mo3woYhmEYhmEYhmEYhmEYhpFbzCloGIZhGIZhGIZhGIZhGJ0McwoahmEYhmEYhmEYhmEYRifDnIKGYRiGYRiGYRiGYRiG0ckwp6BhGIZhGIZhGIZhGIZhdDLMKWgYhmEYhmEYhmEYhmEYnQxzChqGYRiGYRiGYRiGYRhGJ8OcgoZhGIZhGIZhGIZhGIbRyTCnoGEYhmEYhmEYhmEYhmF0Mv4/Ja+ypDUlklgAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Image('posterior.png')" + "The first three parameters (from left to right) are the free parameters while the FWHM velocity, line flux, line luminosity, and equivalent width have been calculated from the posterior distributions of these three Gaussian model parameters." ] } ], @@ -655,7 +611,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/docs/tutorials/fitting_model_spectra.ipynb b/docs/tutorials/fitting_model_spectra.ipynb index ab93cdda..16772c55 100644 --- a/docs/tutorials/fitting_model_spectra.ipynb +++ b/docs/tutorials/fitting_model_spectra.ipynb @@ -11,7 +11,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In this tutorial, we will fit spectra and photometric fluxes of [beta Pic b](http://exoplanet.eu/catalog/beta_pic_b/) with the synthetic spectra from a radiative-convective equilibrium atmosphere model. Here we will use [DRIFT-PHOENIX](https://leap2010blog.wordpress.com/2014/07/03/drift-phoenix-atmosphere-models-creating-new-worlds/) but there are also [several other models](https://species.readthedocs.io/en/latest/overview.html#supported-data) supported by *species*." + "In this tutorial, we will fit spectra and photometric fluxes of [beta Pic b](http://exoplanet.eu/catalog/beta_pic_b/) with the synthetic spectra from a radiative-convective equilibrium atmosphere model. Here we will use [DRIFT-PHOENIX](https://leap2010blog.wordpress.com/2014/07/03/drift-phoenix-atmosphere-models-creating-new-worlds/) but there are also [several other models](https://species.readthedocs.io/en/latest/overview.html#supported-data) supported by `species`." ] }, { @@ -26,7 +26,7 @@ "metadata": {}, "source": [ "We start by importing [urllib](https://docs.python.org/3/library/urllib.html) and \n", - "the *species* toolkit." + "the `species` toolkit." ] }, { @@ -35,15 +35,15 @@ "metadata": {}, "outputs": [], "source": [ - "import urllib.request\n", - "import species" + "import species\n", + "import urllib.request" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We initiate *species* by running the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html?highlight=SpeciesInit#species.core.setup.SpeciesInit) class. By doing so, both the configuration file and the HDF5 database are created in the working folder." + "We initiate *species* by running the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html?highlight=SpeciesInit#species.core.init.SpeciesInit) class. By doing so, both the configuration file and the HDF5 database are created in the working folder." ] }, { @@ -55,7 +55,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -67,7 +67,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -94,7 +94,7 @@ { "data": { "text/plain": [ - "('betapicb_gpi_h.dat', )" + "('betapicb_gpi_h.dat', )" ] }, "execution_count": 3, @@ -140,7 +140,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The `Database` object has a number of methods to read and write data. For adding model spectra, we use the [add_model](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database.add_model) method which will download the grid of DRIFT-PHOENIX spectra to the *data_folder* (see configuration file) except if the data was already present. After downloading, it will import the spectra into the database. We will only require a limited range of T$_\\mathrm{eff}$ since we know the approximate temperature of beta Pic b." + "The [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database) object has a number of methods to read and write data. For adding model spectra, we use the [add_model](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database.add_model) method which will download the grid of DRIFT-PHOENIX spectra to the `data_folder` (see configuration file) except if the data was already present. After downloading, it will import the spectra into the database. We will only require a limited range of $T_\\mathrm{eff}$ since we know the approximate temperature of beta Pic b." ] }, { @@ -154,37 +154,16 @@ "text": [ "Downloading DRIFT-PHOENIX model spectra (229 MB)... [DONE]\n", "Unpacking DRIFT-PHOENIX model spectra (229 MB)... [DONE]\n", + "Please cite Helling et al. (2008) when using DRIFT-PHOENIX in a publication\n", + "Reference URL: https://ui.adsabs.harvard.edu/abs/2008ApJ...675L.105H/abstract\n", + "Wavelength range (um) = 0.1 -50\n", + "Spectral resolution = 4000\n", + "Teff range (K) = 1500.0 - 2000.0\n", "Adding DRIFT-PHOENIX model spectra... [DONE] \n", "Grid points stored in the database:\n", " - Teff = [1500. 1600. 1700. 1800. 1900. 2000.]\n", " - log(g) = [3. 3.5 4. 4.5 5. 5.5]\n", - " - [Fe/H] = [-0.6 -0.3 -0. 0.3]\n", - "Number of grid points per parameter:\n", - " - teff: 6\n", - " - logg: 6\n", - " - feh: 4\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/tomasstolker/applications/species/species/util/data_util.py:295: RuntimeWarning: divide by zero encountered in log10\n", - " flux = np.log10(flux)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Fix missing grid points with a linear interpolation:\n", - " - teff = 1600.0, logg = 3.0, feh = 0.3\n", - " - teff = 1600.0, logg = 5.5, feh = 0.3\n", - " - teff = 1900.0, logg = 4.5, feh = 0.3\n", - " - teff = 1900.0, logg = 5.5, feh = 0.3\n", - "Number of stored grid points: 144\n", - "Number of interpolated grid points: 4\n", - "Number of missing grid points: 0\n" + " - [Fe/H] = [-0.6 -0.3 -0. 0.3]\n" ] } ], @@ -192,13 +171,6 @@ "database.add_model(model='drift-phoenix', teff_range=(1500., 2000.))" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There were 4 grid points missing so these have been interpolated (in log-space) to make it an homogeneous grid of parameters." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -210,7 +182,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will also add [photometric data](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) of beta Pic b that have been adopted in *species* from various references. To get an overview of all photometric data that were stored in the database, we can use the [list_companions](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.list_companions) method of the `Database` object (i.e. `database.list_companions()` in this case)." + "We will also add [photometric data](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) of beta Pic b that have been adopted in `species` from various references. To get an overview of all photometric data that were stored in the database, we can use the [list_companions](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.list_companions) method of the [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database) object (i.e. `database.list_companions()` in this case)." ] }, { @@ -222,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -235,6 +207,8 @@ "Getting GRAVITY spectrum of beta Pic b... [DONE]\n", "IMPORTANT: Please cite Gravity Collaboration et al. 2020, A&A, 633, 110\n", " when making use of this spectrum in a publication\n", + "Downloading Vega spectrum (270 kB)... [DONE]\n", + "Adding Vega spectrum... [DONE]\n", "Adding filter: Magellan/VisAO.Ys... [DONE]\n", "Adding filter: Paranal/NACO.J... [DONE]\n", "Adding filter: Gemini/NICI.ED286... [DONE]\n", @@ -276,8 +250,8 @@ " - Spectrum:\n", " - Database tag: GPI_YJHK\n", " - Filename: ./data/companion_data/betapicb_gpi_yjhk.dat\n", - " - Data shape: (185, 3)\n", - " - Wavelength range (um): 0.95 - 2.40\n", + " - Data shape: (152, 3)\n", + " - Wavelength range (um): 0.98 - 2.37\n", " - Mean flux (W m-2 um-1): 5.40e-15\n", " - Mean error (W m-2 um-1): 6.44e-16\n", " - GRAVITY spectrum:\n", @@ -297,6 +271,14 @@ " - GPI_YJHK: 40.0\n", " - GRAVITY: 500.0\n" ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/data/database.py:958: UserWarning: Found 33 fluxes with NaN in the data of GPI_YJHK. Removing the spectral fluxes that contain a NaN.\n", + " warnings.warn(\n" + ] } ], "source": [ @@ -307,7 +289,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we will add the spectra with the [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) method. Make sure to use the same database name as argument of `object_name` (i.e. *beta Pic b* in this case) such that the spectra are added to the object name for which previously photometric data had been stored with `add_companion`." + "Next, we will add the spectra with the [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) method. Make sure to use the same database name as argument of `object_name` (i.e. *beta Pic b* in this case) such that the spectra are added to the object name for which previously photometric data had been stored with [add_companion](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_companion)." ] }, { @@ -326,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -343,21 +325,21 @@ " - Mean flux (W m-2 um-1): 4.65e-15\n", " - Mean error (W m-2 um-1): 1.00e-16\n", " - Spectrum:\n", - " - Database tag: GPI\\_Y\n", + " - Database tag: GPI_Y\n", " - Filename: betapicb_gpi_y.dat\n", " - Data shape: (29, 3)\n", " - Wavelength range (um): 0.98 - 1.13\n", " - Mean flux (W m-2 um-1): 5.40e-15\n", " - Mean error (W m-2 um-1): 1.87e-15\n", " - Spectrum:\n", - " - Database tag: GPI\\_J\n", + " - Database tag: GPI_J\n", " - Filename: betapicb_gpi_j.dat\n", " - Data shape: (32, 3)\n", " - Wavelength range (um): 1.13 - 1.34\n", " - Mean flux (W m-2 um-1): 6.84e-15\n", " - Mean error (W m-2 um-1): 4.79e-16\n", " - Spectrum:\n", - " - Database tag: GPI\\_H\n", + " - Database tag: GPI_H\n", " - Filename: betapicb_gpi_h.dat\n", " - Data shape: (34, 3)\n", " - Wavelength range (um): 1.51 - 1.79\n", @@ -370,9 +352,9 @@ " - Data shape: (237, 237)\n", " - Spectral resolution:\n", " - GRAVITY: 500.0\n", - " - GPI\\_Y: 40.0\n", - " - GPI\\_J: 40.0\n", - " - GPI\\_H: 40.0\n" + " - GPI_Y: 40.0\n", + " - GPI_J: 40.0\n", + " - GPI_H: 40.0\n" ] } ], @@ -382,9 +364,9 @@ " app_mag=None,\n", " flux_density=None,\n", " spectrum={'GRAVITY': ('BetaPictorisb_2018-09-22.fits', 'BetaPictorisb_2018-09-22.fits', 500.),\n", - " 'GPI\\\\_Y': ('betapicb_gpi_y.dat', None, 40.),\n", - " 'GPI\\\\_J': ('betapicb_gpi_j.dat', None, 40.),\n", - " 'GPI\\\\_H': ('betapicb_gpi_h.dat', None, 40.)},\n", + " 'GPI_Y': ('betapicb_gpi_y.dat', None, 40.),\n", + " 'GPI_J': ('betapicb_gpi_j.dat', None, 40.),\n", + " 'GPI_H': ('betapicb_gpi_h.dat', None, 40.)},\n", " deredden=None)" ] }, @@ -392,7 +374,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The use of `add_object` is incremental so when rerunning the method it will add new data in case a filter or spectrum name hadn't been used before, or it will overwrite existing data in case a filter or spectrum name does already exist. To remove existing data of an object, it is easiest to remove the group of data entirely from the database with the [delete_data](https://species.readthedocs.io/en/latest/species.data.html?highlight=delete_data#species.data.database.Database.delete_data) method of `Database` (e.g. `delete_data('objects/beta Pic b'`) and rerun `add_companion` and/or `add_object` afterwards." + "The use of [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) is incremental so when rerunning the method it will add new data in case a filter or spectrum name hadn't been used before, or it will overwrite existing data in case a filter or spectrum name does already exist. To remove existing data of an object, it is easiest to remove the group of data entirely from the database with the [delete_data](https://species.readthedocs.io/en/latest/species.data.html?highlight=delete_data#species.data.database.Database.delete_data) method of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database) (e.g. `delete_data('objects/beta Pic b'`) and rerun [add_companion](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_companion) and/or [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) afterwards." ] }, { @@ -410,7 +392,7 @@ "\n", "The dictionary of the `bounds` parameter contains the prior boundaries for the various parameters. By default, the parameters of the atmosphere model are set to the full range of the available spectra (e.g. $\\log(g)$ and $\\mathrm{[Fe/H]}$ in the example below).\n", "\n", - "In addition to the parameters of the atmosphere model, several optional parameters can be fitted, for example to account for calibration systematics, extinction, and excess emission from a disk. More details on the various parameters can be found in the [API documentation of FitModel](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel). As example, we fit a scaling parameter for the GPI $H$ band spectrum.\n", + "In addition to the parameters of the atmosphere model, several optional parameters can be fitted, for example to account for calibration systematics, extinction, and excess emission from a disk. More details on the various parameters can be found in the [API documentation](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel) of `FitModel`. As example, we fit a scaling parameter for the GPI $H$ band spectrum.\n", "\n", "The arguments of `inc_phot` and `inc_spec` are either a boolean or a list of photometry and spectra that were previously stored in the database for the object beta Pic b. We will use all the spectra but only the photometric data in the $L$ and $M$ bands.\n", "\n", @@ -421,7 +403,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -437,7 +419,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -449,30 +431,27 @@ "Interpolating Paranal/NACO.NB374... [DONE]\n", "Interpolating Paranal/NACO.NB405... [DONE]\n", "Interpolating Paranal/NACO.Mp... [DONE]\n", - "Interpolating GPI\\_H... [DONE]\n", - "Interpolating GPI\\_J... [DONE]\n", - "Interpolating GPI\\_Y... [DONE]\n", + "Interpolating GPI_H... [DONE]\n", + "Interpolating GPI_J... [DONE]\n", + "Interpolating GPI_Y... [DONE]\n", "Interpolating GRAVITY... [DONE]\n", - "Fitting 7 parameters:\n", + "Fitting 6 parameters:\n", " - teff\n", " - logg\n", " - feh\n", " - radius\n", - " - corr_len_GPI\\_H\n", - " - corr_amp_GPI\\_H\n", - " - scaling_GPI\\_H\n", + " - distance\n", + " - scaling_GPI_H\n", "Prior boundaries:\n", " - teff = (1500.0, 2000.0)\n", " - radius = (0.5, 2.0)\n", " - logg = (3.0, 5.5)\n", " - feh = (-0.6, 0.3)\n", - " - corr_len_GPI\\_H = (-3.0, 0.0)\n", - " - corr_amp_GPI\\_H = (0.0, 1.0)\n", - " - scaling_GPI\\_H = (0.5, 1.5)\n", + " - scaling_GPI_H = (0.5, 1.5)\n", "Weights for the log-likelihood function:\n", - " - GPI\\_H = 1.00e+00\n", - " - GPI\\_J = 1.00e+00\n", - " - GPI\\_Y = 1.00e+00\n", + " - GPI_H = 1.00e+00\n", + " - GPI_J = 1.00e+00\n", + " - GPI_Y = 1.00e+00\n", " - GRAVITY = 1.00e+00\n", " - Paranal/NACO.Lp = 1.00e+00\n", " - Paranal/NACO.NB374 = 1.00e+00\n", @@ -486,10 +465,10 @@ " model='drift-phoenix',\n", " bounds={'teff': (1500., 2000.),\n", " 'radius': (0.5, 2.),\n", - " 'GPI\\\\_H': ((0.5, 1.5), None)},\n", + " 'GPI_H': ((0.5, 1.5), None)},\n", " inc_phot=inc_phot,\n", " inc_spec=True,\n", - " fit_corr=['GPI\\\\_H'],\n", + " fit_corr=None,\n", " weights=None)" ] }, @@ -497,33 +476,26 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We are now ready to estimate the posterior distributions by using either [MultiNest](https://johannesbuchner.github.io/PyMultiNest/index.html), [UltraNest](https://johannesbuchner.github.io/UltraNest/index.html), or [emcee](https://emcee.readthedocs.io/en/stable/). It is recommended to use `MultiNest` (see [run_multinest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_multinest) method) or `UltraNest` (see [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest) method) since these nested sampling algorithms are more powerful in sampling multi-modal distributions. They will also estimate the marginalized likelihood (i.e. *model evidence*) which enables pair-wise model comparison through the Bayes factor." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this example, we will use the [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest) method since `UltraNest` is somewhat more straightforward to install than `MultiNest`. We specify the database tag were the posterior samples will be stored, the minimum number of live points (see [UltraNest documentation](https://johannesbuchner.github.io/UltraNest/index.html)), the output folder where `UltraNest` will write its data, and we adopt the mass of beta Pic b from [Gravity Collaboration et al. 2020](https://ui.adsabs.harvard.edu/abs/2020A%26A...633A.110G/abstract) and use it as a Gaussian prior on the mass (which propagates into $\\log(g)$)." + "We are now ready to sample the posterior distribution by using either [MultiNest](https://johannesbuchner.github.io/PyMultiNest/index.html), [UltraNest](https://johannesbuchner.github.io/UltraNest/index.html), or [emcee](https://emcee.readthedocs.io/en/stable/). It is recommended to use `MultiNest` (see [run_multinest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_multinest)) or `UltraNest` (see [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest)) since these nested sampling algorithms are more powerful in sampling multi-modal distributions. They will also estimate the marginalized likelihood (i.e. *model evidence*), which enables pair-wise model comparison through the Bayes factor." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Depending on the number of parameters, the posterior sampling can be computationally expensive. The runtime of the nested sampling part of this tutorial (i.e. the `run_ultranest` method below) was about 15 min on a MacBook Pro from 2020. For a first attempt, one could also reduce the number of parameters by setting `fit_corr` and the scaling parameter to `None`. Using `MultiNest` with a small number of live points (e.g. `n_live_points=500`) might also be faster." + "In this example, we will use the [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest) method since `UltraNest` is somewhat more straightforward to install than `MultiNest`. We specify the database tag were the posterior samples will be stored, the minimum number of live points (see [UltraNest documentation](https://johannesbuchner.github.io/UltraNest/index.html)), the output folder where `UltraNest` will write its data, and we adopt the mass of beta Pic b from [Gravity Collaboration et al. 2020](https://ui.adsabs.harvard.edu/abs/2020A%26A...633A.110G/abstract). We use a Gaussian prior on the mass, which propagates into $\\log(g)$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To speed up the computation, it is possible to run the nested sampling in parallel (e.g. with `mpirun`) to benefit from the multiprocessing support by `UltraNest` and `MultiNest`. In that case it is important that any functions of `species` that will write to the `Database` will be commented out since simultaneous writing to the HDF5 database by different processes is not possible. It is therefore recommended to first add all the required data to the database and then only run `SpeciesInit`, `FitModel`, and the sampler (`run_multinest` or `run_ultranest`) in parallel with MPI." + "To speed up the computation, it is possible to run the nested sampling in parallel (e.g. with `mpirun`) to benefit from the multiprocessing support by `UltraNest` and `MultiNest`. In that case it is important that any functions of `species` that will write to the [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database) will be commented out since simultaneous writing to the HDF5 database by different processes is not possible. It is therefore recommended to first add all the required data to the database and then only run [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html?highlight=SpeciesInit#species.core.init.SpeciesInit), [FitModel](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel), and the sampler ([run_multinest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_multinest) or [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest)) in parallel with MPI." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -531,14 +503,15 @@ "output_type": "stream", "text": [ "Running nested sampling with UltraNest...\n", - "Creating directory for new run ultranest/run1\n" + "Creating directory for new run multinest/run1\n", + "[ultranest] Sampling 400 live points from prior ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/tomasstolker/.pyenv/versions/3.9.6/envs/species3.9/lib/python3.9/site-packages/ultranest/store.py:194: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "/Users/tomasstolker/.pyenv/versions/3.10.0/envs/species3.10/lib/python3.10/site-packages/ultranest/store.py:195: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", " 'points', dtype=np.float,\n" ] @@ -547,43 +520,46 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ultranest] Sampling 400 live points from prior ...\n", - "[ultranest] Explored until L=1e+04 1486.77 [11486.2359..11486.2372]*| it/evals=11338/427071 eff=2.6573% N=400 0 \n", - "[ultranest] Likelihood function evaluations: 427071\n", + "[ultranest] Explored until L=1e+04 1473.95 [11473.5838..11473.5842]*| it/evals=10520/336668 eff=3.1285% N=400 0 \n", + "[ultranest] Likelihood function evaluations: 336680\n", "[ultranest] Writing samples and results to disk ...\n", "[ultranest] Writing samples and results to disk ... done\n", - "[ultranest] logZ = 1.146e+04 +- 0.1781\n", - "[ultranest] Effective samples strategy satisfied (ESS = 2677.3, need >400)\n", - "[ultranest] Posterior uncertainty strategy is satisfied (KL: 0.47+-0.07 nat, need <0.50 nat)\n", - "[ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.47, need <0.5)\n", - "[ultranest] logZ error budget: single: 0.23 bs:0.18 tail:0.01 total:0.18 required:<0.50\n", + "[ultranest] logZ = 1.145e+04 +- 0.1968\n", + "[ultranest] Effective samples strategy satisfied (ESS = 2464.5, need >400)\n", + "[ultranest] Posterior uncertainty strategy is satisfied (KL: 0.46+-0.05 nat, need <0.50 nat)\n", + "[ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.20, need <0.5)\n", + "[ultranest] logZ error budget: single: 0.22 bs:0.20 tail:0.01 total:0.20 required:<0.50\n", "[ultranest] done iterating.\n", - "Log-evidence = 11462.63 +/- 0.35\n", + "Log-evidence = 11451.99 +/- 0.32\n", "Best-fit parameters (mean +/- std):\n", - " - teff = 1.72e+03 +/- 4.88e+00\n", - " - logg = 3.99e+00 +/- 4.75e-02\n", - " - feh = 1.34e-01 +/- 1.35e-02\n", - " - radius = 1.50e+00 +/- 1.16e-02\n", - " - corr_len_GPI\\_H = -1.48e+00 +/- 1.78e-01\n", - " - corr_amp_GPI\\_H = 7.99e-01 +/- 1.04e-01\n", - " - scaling_GPI\\_H = 1.12e+00 +/- 2.90e-02\n", + " - teff = 1.72e+03 +/- 5.00e+00\n", + " - logg = 3.97e+00 +/- 4.94e-02\n", + " - feh = 1.31e-01 +/- 1.31e-02\n", + " - radius = 1.51e+00 +/- 1.40e-02\n", + " - distance = 1.98e+01 +/- 9.12e-02\n", + " - scaling_GPI_H = 1.13e+00 +/- 1.33e-02\n", "Maximum likelihood sample:\n", - " - Log-likelihood = 11486.77\n", - " - teff = 1719.92\n", - " - logg = 3.98\n", + " - Log-likelihood = 11473.95\n", + " - teff = 1718.48\n", + " - logg = 3.96\n", " - feh = 0.13\n", " - radius = 1.51\n", - " - corr_len_GPI\\_H = -1.46\n", - " - corr_amp_GPI\\_H = 0.82\n", - " - scaling_GPI\\_H = 1.12\n", - "Integrated autocorrelation time = [1.0128778]\n" + " - distance = 19.74\n", + " - scaling_GPI_H = 1.13\n", + "Integrated autocorrelation time:\n", + " - teff: 0.99\n", + " - logg: 0.99\n", + " - feh: 0.98\n", + " - radius: 0.93\n", + " - distance: 1.03\n", + " - scaling_GPI_H: 0.96\n" ] } ], "source": [ "fit.run_ultranest(tag='betapic',\n", " min_num_live_points=400,\n", - " output='ultranest',\n", + " output='multinest',\n", " prior={'mass': (9., 1.6)})" ] }, @@ -598,12 +574,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The samples from the parameter estimation have been stored in the database. We can now run the [plot_posterior](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_posterior#species.plot.plot_mcmc.plot_posterior) function to plot the 1D and 2D projections of the posterior distributions by making use of [corner.py](https://corner.readthedocs.io). Here we specify the database tag with the results from `run_ultranest` and we also include the derived posterior for the bolometric luminosity and mass." + "The samples from the parameter estimation have been stored in the database. We can now run the [plot_posterior](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_posterior#species.plot.plot_mcmc.plot_posterior) function to plot the 1D and 2D projections of the posterior distributions by making use of [corner.py](https://corner.readthedocs.io). Here we specify the database tag with the results from [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest) and we also include the derived posterior for the bolometric luminosity and mass." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -612,53 +588,34 @@ "text": [ "Median sample:\n", " - teff = 1.72e+03\n", - " - logg = 3.98e+00\n", - " - feh = 1.32e-01\n", - " - radius = 1.50e+00\n", - " - corr_len_GPI\\_H = -1.46e+00\n", - " - corr_amp_GPI\\_H = 8.14e-01\n", - " - scaling_GPI\\_H = 1.12e+00\n", + " - logg = 3.96e+00\n", + " - feh = 1.29e-01\n", + " - radius = 1.51e+00\n", " - distance = 1.98e+01\n", - "Plotting the posterior: posterior.png... [DONE]\n" + " - scaling_GPI_H = 1.13e+00\n", + "Plotting the posterior... [DONE]\n" ] - } - ], - "source": [ - "species.plot_posterior(tag='betapic',\n", - " offset=(-0.3 , -0.3),\n", - " title_fmt=['.0f', '.2f', '.2f', '.2f', '.2f', '.2f', '.2f', '.3f', '.1f'],\n", - " inc_luminosity=True,\n", - " inc_mass=True,\n", - " output='posterior.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the plot!" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "from IPython.display import Image\n", - "Image('posterior.png')" + "species.plot_posterior(tag='betapic',\n", + " offset=(-0.3 , -0.3),\n", + " title_fmt=['.0f', '.2f', '.2f', '.2f', '.2f', '.2f', '.3f', '.1f'],\n", + " inc_luminosity=True,\n", + " inc_mass=True,\n", + " output=None)" ] }, { @@ -672,19 +629,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will now extract `Box` objects with the results. These will be combined in a plot at the end of the tutorial. We start by selecting 30 random samples from the posterior and use these parameters to interpolate the DRIFT-PHOENIX grid. To do so, we use the [get_mcmc_spectra](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_mcmc_#species.data.database.Database.get_mcmc_spectra) method of the `Database`. We will smooth the spectra to a resolution of $R=500$ to match with the resolution of the GRAVITY spectrum." + "We will now extract [Box](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.Box) objects with the results. These will be combined in a plot at the end of the tutorial. We start by selecting 30 random samples from the posterior and use these parameters to interpolate the DRIFT-PHOENIX grid. To do so, we use the [get_mcmc_spectra](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_mcmc_#species.data.database.Database.get_mcmc_spectra) method of the [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database). We will smooth the spectra to a resolution of $R=500$ to match with the resolution of the GRAVITY spectrum." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Getting MCMC spectra: 100%|████████████████████████████████████████| 30/30 [00:00<00:00, 139.03it/s]\n" + "Getting MCMC spectra: 100%|████████████████████████████████████████| 30/30 [00:00<00:00, 137.40it/s]\n" ] } ], @@ -699,12 +656,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The function returned a list with 30 `ModelBox` objects. Let's have a look at the content of the first box by running the [open_box](https://species.readthedocs.io/en/latest/species.core.html?highlight=open_box#species.core.box.Box.open_box) method. This method can be used for all boxes to easily inspect the attributes of a `Box` object." + "The function returned a list with 30 [ModelBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ModelBox) objects. Let's have a look at the content of the first box by running the [open_box](https://species.readthedocs.io/en/latest/species.core.html?highlight=open_box#species.core.box.Box.open_box) method. This method can be used for all boxes to easily inspect the attributes of a [Box](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.Box) object." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -716,11 +673,12 @@ "type = None\n", "wavelength = [ 0.1 0.10002476 0.10004953 ... 49.97524871 49.98762282\n", " 50. ]\n", - "flux = [3.18199972e-69 2.93439008e-69 2.61560707e-69 ... 2.03913525e-19\n", - " 2.03658755e-19 2.03476227e-19]\n", - "parameters = {'teff': 1726.1294896527, 'logg': 4.011805908027606, 'feh': 0.14725119535265052, 'radius': 1.489229154093523, 'distance': 19.75, 'luminosity': 0.0001791254309629466, 'mass': 8.792302761395298}\n", + "flux = [2.23887273e-69 2.06465321e-69 1.84035570e-69 ... 2.07123583e-19\n", + " 2.06786712e-19 2.06531363e-19]\n", + "parameters = {'teff': 1720.6068175539856, 'logg': 3.9569620659726086, 'feh': 0.13551107215704183, 'radius': 1.5063072879721553, 'distance': 19.791143733680148, 'luminosity': 0.00018092326321544246, 'mass': 7.927986242812187}\n", "quantity = flux\n", - "contribution = None\n" + "contribution = None\n", + "bol_flux = None\n" ] } ], @@ -732,12 +690,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Instead of using the plotting functionalities of *species*, the attributes from a `Box` can also be directly extracted for further processing. For example, to print the wavelengths of the first `ModelBox` that was returned by `get_mcmc_spectra`:" + "Instead of using the plotting functionalities of `species`, the attributes from a [Box](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.Box) can also be directly extracted for further processing. For example, to print the wavelengths of the first [ModelBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ModelBox) that was returned by [get_mcmc_spectra](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_mcmc_#species.data.database.Database.get_mcmc_spectra):" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -757,12 +715,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we get the median parameter values with the [get_median_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_median_sample) method of the `Database` and adopt these as best-fit parameters. Similarly, the [get_probable_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_probable_sample) method can be used for extracting the sample with the maximum likelihood." + "Next, we get the median parameter values with the [get_median_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_median_sample) method of the [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database) and adopt these as best-fit parameters. Similarly, the [get_probable_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_probable_sample) method can be used for extracting the sample with the maximum likelihood." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -778,7 +736,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -790,24 +748,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The grid is interpolated at the best-fit parameters with [get_model](https://species.readthedocs.io/en/latest/species.read.html?highlight=ReadModel#species.read.read_model.ReadModel.get_model). The argument of `model_param` contains the parameter dictionary that was returned by `get_median_sample`. The spectrum will be smoothed to a resolution of $R=500$. To extract the spectrum without smoothing at the resolution as stored in the database is achieved by setting `spec_res=None` and `smooth=False`." + "The grid is interpolated at the best-fit parameters with [get_model](https://species.readthedocs.io/en/latest/species.read.html?highlight=ReadModel#species.read.read_model.ReadModel.get_model). The argument of `model_param` contains the parameter dictionary that was returned by [get_median_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_median_sample). The spectrum will be smoothed to a resolution of $R=500$. To extract the spectrum without smoothing at the resolution as stored in the database is achieved by setting `spec_res=None` and `smooth=False`." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/Users/tomasstolker/applications/species/species/read/read_model.py:601: UserWarning: The 'corr_len_GPI\\_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", - " warnings.warn(f'The \\'{key}\\' parameter is not required by \\'{self.model}\\' so '\n", - "/Users/tomasstolker/applications/species/species/read/read_model.py:601: UserWarning: The 'corr_amp_GPI\\_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", - " warnings.warn(f'The \\'{key}\\' parameter is not required by \\'{self.model}\\' so '\n", - "/Users/tomasstolker/applications/species/species/read/read_model.py:601: UserWarning: The 'scaling_GPI\\_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", - " warnings.warn(f'The \\'{key}\\' parameter is not required by \\'{self.model}\\' so '\n" + "/Users/tomasstolker/applications/species/species/read/read_model.py:693: UserWarning: The 'scaling_GPI_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", + " warnings.warn(\n" ] } ], @@ -828,12 +782,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will also extract all spectra and photometric fluxes of beta Pic b with the [get_object](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_object#species.data.database.Database.get_object) method which will return the output in an `ObjectBox`." + "We will also extract all spectra and photometric fluxes of beta Pic b with the [get_object](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_object#species.data.database.Database.get_object) method which will return the output in an [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ObjectBox)." ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -854,19 +808,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We then run the `ObjectBox` through the [update_spectra](https://species.readthedocs.io/en/latest/species.util.html?highlight=update_spectra#species.util.read_util.update_spectra) function with the best-fit parameters. This function applies the flux scaling and could also inflate the errors in case the `model_param` dictionary contains error inflation parameters." + "We then run the [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ObjectBox) through the [update_spectra](https://species.readthedocs.io/en/latest/species.util.html?highlight=update_spectra#species.util.read_util.update_spectra) function with the best-fit parameters. This function applies the flux scaling and could also inflate the errors in case the `model_param` dictionary contains error inflation parameters." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Scaling the flux of GPI\\_H: 1.12... [DONE]\n" + "Scaling the flux of GPI_H: 1.13... [DONE]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/util/read_util.py:168: DeprecationWarning: The update_spectra function is deprecated and will be removed in a future release. Please use the update_objectbox function instead.\n", + " warnings.warn(\n" ] } ], @@ -879,12 +841,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we calculate the residuals of the best-fit model with [get_residuals](https://species.readthedocs.io/en/latest/species.util.html?highlight=update_spectra#species.util.phot_util.get_residuals). This function will interpolate the grid at the specified parameters, calculate synthetic photometry for the filters that are provided as argument of `inc_phot`, and smooth and resample the spectra to the resolution and wavelengths of the spectra that are provided as argument of `inc_spec` (all spectra of the `ObjectBox` in this case). The returned residuals will be stored in a `ResidualsBox`." + "Next, we calculate the residuals of the best-fit model with [get_residuals](https://species.readthedocs.io/en/latest/species.util.html?highlight=update_spectra#species.util.phot_util.get_residuals). This function will interpolate the grid at the specified parameters, calculate synthetic photometry for the filters that are provided as argument of `inc_phot`, and smooth and resample the spectra to the resolution and wavelengths of the spectra that are provided as argument of `inc_spec` (all spectra of the [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ObjectBox) in this case). The returned residuals will be stored in a [ResidualsBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ResidualsBox)." ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -894,14 +856,16 @@ "Calculating synthetic photometry... [DONE]\n", "Calculating residuals... [DONE]\n", "Residuals (sigma):\n", - " - Paranal/NACO.Lp: -4.69\n", - " - Paranal/NACO.NB374: -1.11\n", - " - Paranal/NACO.NB405: -0.69\n", - " - Paranal/NACO.Mp: -0.78\n", - " - GPI\\_H: min: -1.28, max: 2.03\n", - " - GPI\\_J: min: -1.95, max: 3.94\n", - " - GPI\\_Y: min: -1.38, max: 1.37\n", - " - GRAVITY: min: -5.71, max: 5.12\n" + " - Paranal/NACO.Lp: -4.75\n", + " - Paranal/NACO.NB374: -1.12\n", + " - Paranal/NACO.NB405: -0.76\n", + " - Paranal/NACO.Mp: -0.82\n", + " - GPI_H: min: -1.15, max: 2.08\n", + " - GPI_J: min: -1.90, max: 4.00\n", + " - GPI_Y: min: -1.36, max: 1.37\n", + " - GRAVITY: min: -5.66, max: 5.14\n", + "Reduced chi2 = 2.78\n", + "Number of degrees of freedom = 331\n" ] } ], @@ -918,12 +882,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Finally, we compute synthetic photometry from the best-fit model spectrum with the [multi_photometry](https://species.readthedocs.io/en/latest/species.util.html?highlight=multi_phot#species.util.phot_util.multi_photometry) function. Since we will plot all available photometric data of the `ObjectBox`, we will calculate synthetic photometry for all the names of the `filters` attribute of the `ObjectBox`." + "Finally, we compute synthetic photometry from the best-fit model spectrum with the [multi_photometry](https://species.readthedocs.io/en/latest/species.util.html?highlight=multi_phot#species.util.phot_util.multi_photometry) function. Since we will plot all available photometric data of the [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ObjectBox), we will calculate synthetic photometry for all the names of the `filters` attribute of the [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ObjectBox)." ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -950,7 +914,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -959,7 +923,7 @@ "text": [ "Opening SynphotBox...\n", "name = synphot\n", - "flux = {'Gemini/NICI.ED286': 6.32760597836986e-15, 'Magellan/VisAO.Ys': 3.269600171193328e-15, 'Paranal/NACO.H': 6.035558793784218e-15, 'Paranal/NACO.J': 6.397382469849907e-15, 'Paranal/NACO.Ks': 4.985352325492164e-15, 'Paranal/NACO.Lp': 2.0024135645457107e-15, 'Paranal/NACO.Mp': 8.530780431433644e-16, 'Paranal/NACO.NB374': 2.0927927364386363e-15, 'Paranal/NACO.NB405': 1.661467874364265e-15}\n" + "flux = {'Gemini/NICI.ED286': 6.308076639780851e-15, 'Magellan/VisAO.Ys': 3.2610564236724027e-15, 'Paranal/NACO.H': 6.0190264955601206e-15, 'Paranal/NACO.J': 6.380368264110444e-15, 'Paranal/NACO.Ks': 4.979842605423773e-15, 'Paranal/NACO.Lp': 2.007700934644957e-15, 'Paranal/NACO.Mp': 8.56769458076111e-16, 'Paranal/NACO.NB374': 2.0981440874434855e-15, 'Paranal/NACO.NB405': 1.6664981841172935e-15}\n" ] } ], @@ -978,22 +942,34 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have gather all the `Box` objects with the results, we can pass them as list to the `boxes` parameter of the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_spectrum#species.plot.plot_spectrum.plot_spectrum) function. The `ResidualsBox` is separately provided as argument of `residuals`. We also include a list of filter names for which the transmission profiles will be plotted. The arguments of `residuals` and `filters` can also be set to `None` to not include these data in the plot.\n", + "Now that we have gather all the `Box` objects with the results, we can pass them as list to the `boxes` parameter of the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_spectrum#species.plot.plot_spectrum.plot_spectrum) function. The [ResidualsBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ResidualsBox) is separately provided as argument of `residuals`. We also include a list of filter names for which the transmission profiles will be plotted. The arguments of `residuals` and `filters` can also be set to `None` to not include these data in the plot.\n", "\n", - "The somewhat complex part of `plot_spectrum` is the optional `plot_kwargs` parameter. The argument is a list with the same length as the list of `boxes`. Each item contains a dictionary with keyword arguments that can be used to fine-tune the styling of the plot. The item of the `SynphotBox` can be set to `None` because it is automatically adjusted to the styles that are used for the `ObjectBox`." + "The somewhat complex part of [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_spectrum#species.plot.plot_spectrum.plot_spectrum) is the optional `plot_kwargs` parameter. The argument is a list with the same length as the list of `boxes`. Each item contains a dictionary with keyword arguments that can be used to fine-tune the styling of the plot. The item of the [SynphotBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.SynphotBox) can be set to `None` because it is automatically adjusted to the styles that are used for the [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html?highlight=Database#species.core.box.ObjectBox)." ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Plotting spectrum: spectrum.png... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -1003,9 +979,9 @@ " plot_kwargs=[{'ls': '-', 'lw': 0.2, 'color': 'gray'},\n", " {'ls': '-', 'lw': 1., 'color': 'black'},\n", " {'GRAVITY': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'seagreen', 'ls': 'none', 'alpha': 0.5, 'label': 'VLTI/GRAVITY'},\n", - " 'GPI\\\\_Y': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5, 'label': 'Gemini/GPI'},\n", - " 'GPI\\\\_J': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5},\n", - " 'GPI\\\\_H': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5},\n", + " 'GPI_Y': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5, 'label': 'Gemini/GPI'},\n", + " 'GPI_J': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5},\n", + " 'GPI_H': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5},\n", " 'Magellan/VisAO.Ys': {'marker': 's', 'ms': 5., 'color': 'goldenrod', 'ls': 'none', 'label': 'Magellan/VisAO'},\n", " 'Gemini/NICI.ED286': {'marker': 's', 'ms': 5., 'color': 'teal', 'ls': 'none', 'label': 'Gemini/NICI'},\n", " 'Paranal/NACO.J': {'marker': 's', 'ms': 5., 'color': 'tomato', 'ls': 'none', 'label': 'VLT/NACO'},\n", @@ -1022,38 +998,10 @@ " scale=('linear', 'linear'),\n", " offset=(-0.4, -0.05),\n", " legend=[{'loc': 'lower left', 'frameon': False, 'fontsize': 11.},\n", - " {'loc': 'upper right', 'frameon': False, 'fontsize': 11.}],\n", + " {'loc': 'upper right', 'frameon': False, 'fontsize': 12.}],\n", " figsize=(8., 4.),\n", " quantity='flux density',\n", - " output='spectrum.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the result!" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Image('spectrum.png')" + " output=None)" ] } ], @@ -1073,7 +1021,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/docs/tutorials/flux_calibration.ipynb b/docs/tutorials/flux_calibration.ipynb index e6d24e4c..12144173 100644 --- a/docs/tutorials/flux_calibration.ipynb +++ b/docs/tutorials/flux_calibration.ipynb @@ -4,14 +4,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Flux calibration of spectra and photometry" + "# Flux calibration" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Photometric and spectroscopic measurements of directly imaged planets typically provide the flux contrast between the companion and star. To calibrate the contrast of the companion to an apparent magnitude or flux requires an absolute measurement of the stellar flux. This tutorial shows and example on how to scale a BT-NextGen model spectrum to the 2MASS magnitudes of PZ Tel A. We will then use the scaled spectrum to calculate synthetic fluxes for the VLT/NACO $M'$ filter." + "Photometric and spectroscopic measurements of directly imaged planets typically provide the flux contrast between the companion and star. To calibrate the contrast of the companion to a flux or apparent magnitude requires an absolute measurement of the stellar flux.\n", + "\n", + "In this tutorial, we will we will fit the [2MASS](https://irsa.ipac.caltech.edu/Missions/2mass.html) magnitudes of the G7 type star [PZ Tel](http://simbad.u-strasbg.fr/simbad/sim-basic?Ident=PZ+Tel) with the BT-NextGen model spectra. From the posterior samples, we will then compute synthetic photometry for the [VLT/NACO M' filter](http://svo2.cab.inta-csic.es/svo/theory/fps/index.php?id=Paranal/NACO.Mp&&mode=browse&gname=Paranal&gname2=NACO#filter) and a synthetic spectrum for a given instrument resolution and wavelength binning." ] }, { @@ -35,15 +37,14 @@ "outputs": [], "source": [ "import numpy as np\n", - "import species\n", - "from IPython.display import Image" + "import species" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we initiate the *species* workflow." + "Next, we initiate the workflow by calling the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html#species.core.init.SpeciesInit) class. This will create both the [HDF5 database](https://species.readthedocs.io/en/latest/database.html) and the [configuration file](https://species.readthedocs.io/en/latest/configuration.html) in the working folder." ] }, { @@ -55,7 +56,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -67,7 +68,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -83,7 +84,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "And we create an instance of `Database` which provides read and write access to the HDF5 database." + "We then create an instance of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database), which provides read and write access to the HDF5 database." ] }, { @@ -99,7 +100,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We also create a tuple with the GAIA distance and uncertainty of PZ Tel A." + "We also create a tuple with the [Gaia EDR3](http://simbad.cds.unistra.fr/simbad/sim-ref?bibcode=2020yCat.1350....0G) distance of PZ Tel." ] }, { @@ -108,14 +109,14 @@ "metadata": {}, "outputs": [], "source": [ - "distance = (47.13, 0.13) # (pc)" + "distance = (47.25, 0.05) # (pc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "And a dictionary with the 2MASS magnitudes." + "And a dictionary with the [2MASS](https://irsa.ipac.caltech.edu/Missions/2mass.html) magnitudes." ] }, { @@ -124,16 +125,16 @@ "metadata": {}, "outputs": [], "source": [ - "magnitudes = {'2MASS/2MASS.J':(6.856, 0.021),\n", - " '2MASS/2MASS.H':(6.486, 0.049),\n", - " '2MASS/2MASS.Ks':(6.366, 0.024)}" + "magnitudes = {'2MASS/2MASS.J': (6.856, 0.021),\n", + " '2MASS/2MASS.H': (6.486, 0.049),\n", + " '2MASS/2MASS.Ks': (6.366, 0.024)}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "For simplicty, we also create a list of the filter names for later use." + "We also create a list of the filter names for use later on." ] }, { @@ -149,14 +150,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Adding data of an individual object" + "## Adding stellar photometry" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can store the distance and magnitudes of PZ Tel A in the database with the `add_object` method. This will also download a flux-calibrated spectrum of Vega and convert the magnitudes into fluxes." + "We can now store the distance and magnitudes of PZ Tel in the database by using the [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) method. This will also download a flux-calibrated spectrum of Vega and convert the magnitudes into fluxes." ] }, { @@ -173,8 +174,8 @@ "Adding filter: 2MASS/2MASS.J... [DONE]\n", "Adding filter: 2MASS/2MASS.H... [DONE]\n", "Adding filter: 2MASS/2MASS.Ks... [DONE]\n", - "Adding object: PZ Tel A\n", - " - Distance (pc) = 47.13 +/- 0.13\n", + "Adding object: PZ Tel\n", + " - Distance (pc) = 47.25 +/- 0.05\n", " - 2MASS/2MASS.J:\n", " - Apparent magnitude = 6.86 +/- 0.02\n", " - Flux (W m-2 um-1) = 5.81e-12 +/- 1.12e-13\n", @@ -188,7 +189,7 @@ } ], "source": [ - "database.add_object(object_name='PZ Tel A',\n", + "database.add_object(object_name='PZ Tel',\n", " distance=distance,\n", " app_mag=magnitudes,\n", " spectrum=None)" @@ -205,7 +206,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will also download the BT-NextGen spectra and add the spectra of a limited Teff range to the database. Later on, we will extract a spectrum from this grid and use it for the calibration." + "Next, we will download the BT-NextGen grid and add the spectra of a limited $T_\\mathrm{eff}$ range to the database." ] }, { @@ -219,19 +220,14 @@ "text": [ "Downloading BT-NextGen model spectra (368 MB)... [DONE]\n", "Unpacking BT-NextGen model spectra (368 MB)... [DONE]\n", - "Adding BT-NextGen model spectra... [DONE] \n", + "Wavelength range (um) = 0.1 -50\n", + "Spectral resolution = 4000\n", + "Teff range (K) = 4500.0 - 5500.0\n", + "Adding BT-NextGen model spectra... [DONE] \n", "Grid points stored in the database:\n", " - Teff = [4500. 4600. 4700. 4800. 4900. 5000. 5100. 5200. 5300. 5400. 5500.]\n", " - log(g) = [3. 4. 5.]\n", - " - [Fe/H] = [0. 0.3 0.5]\n", - "Number of grid points per parameter:\n", - " - teff: 11\n", - " - logg: 3\n", - " - feh: 3\n", - "Fix missing grid points with a linear interpolation:\n", - "Number of stored grid points: 99\n", - "Number of interpolated grid points: 0\n", - "Number of missing grid points: 0\n" + " - [Fe/H] = [0. 0.3 0.5]\n" ] } ], @@ -243,46 +239,150 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Adding a calibration spectrum" + "## Fitting the 2MASS fluxes with the calibration spectrum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The calibration spectrum is extracted from the BT-NextGen model grid. To do so, we first create an instance of `ReadModel` and consider the full wavelength range of the spectra as they are stored in the database." + "Now that we have prepared the database, we can fit the photometric fluxes with the model grid. To do so, we use the [FitModel](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.fit_model.FitModel) class, which provides a Bayesian framework for parameter estimation. The argument of `bounds` contains a dictionary with the priors that are used. In this example, we fix $T_\\mathrm{eff}$, $\\log(g)$, and $[\\mathrm{Fe}/\\mathrm{H}]$, so we effectively scale the model spectrum to the data by adjusting the distance and radius. We will also account for a instrument-specific error inflation, relative to the actual uncertainties on the 2MASS fluxes. Finally, the distance is automatically included with a Gaussian prior." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Getting object: PZ Tel... [DONE]\n", + "Interpolating 2MASS/2MASS.H... [DONE]\n", + "Interpolating 2MASS/2MASS.J... [DONE]\n", + "Interpolating 2MASS/2MASS.Ks... [DONE]\n", + "Fixing 3 parameters:\n", + " - teff = 5000.0\n", + " - logg = 4.0\n", + " - feh = 0.0\n", + "Fitting 3 parameters:\n", + " - radius\n", + " - distance\n", + " - 2MASS/2MASS_error\n", + "Prior boundaries:\n", + " - radius = (1.0, 20.0)\n", + " - 2MASS/2MASS_error = (0.0, 1.0)\n", + "Weights for the log-likelihood function:\n", + " - 2MASS/2MASS.H = 1.00e+00\n", + " - 2MASS/2MASS.J = 1.00e+00\n", + " - 2MASS/2MASS.Ks = 1.00e+00\n" + ] + } + ], "source": [ - "model = species.ReadModel('bt-nextgen', wavel_range=None)" + "fit = species.FitModel(object_name='PZ Tel',\n", + " model='bt-nextgen',\n", + " bounds={'teff': (5000., 5000.),\n", + " 'logg': (4., 4.),\n", + " 'feh': (0., 0.),\n", + " 'radius': (1., 20.),\n", + " '2MASS/2MASS_error': (0., 1.)},\n", + " inc_phot=True,\n", + " inc_spec=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we interpolate the grid with the `get_model` method at the (approximate) effective temperature, surface gravity, and metallicity of PZ Tel A." + "We will sample the posterior distribution with the [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.fit_model.FitModel.run_ultranest), which uses the nested sampling implementation of [UltraNest](https://johannesbuchner.github.io/UltraNest/index.html). The samples will be stored in the database by the `tag` name. Let's run the sampler with 500 live points!" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running nested sampling with UltraNest...\n", + "Creating directory for new run ultranest/run1\n", + "[ultranest] Sampling 500 live points from prior ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/.pyenv/versions/3.10.0/envs/species3.10/lib/python3.10/site-packages/ultranest/store.py:195: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " 'points', dtype=np.float,\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ultranest] Explored until L=8e+01 84.3801..84.3804]*| it/evals=5152/9278 eff=58.6922% N=500 \n", + "[ultranest] Likelihood function evaluations: 9325\n", + "[ultranest] Writing samples and results to disk ...\n", + "[ultranest] Writing samples and results to disk ... done\n", + "[ultranest] logZ = 78.66 +- 0.05522\n", + "[ultranest] Effective samples strategy satisfied (ESS = 3533.3, need >400)\n", + "[ultranest] Posterior uncertainty strategy is satisfied (KL: 0.45+-0.05 nat, need <0.50 nat)\n", + "[ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.06, need <0.5)\n", + "[ultranest] logZ error budget: single: 0.08 bs:0.06 tail:0.01 total:0.06 required:<0.50\n", + "[ultranest] done iterating.\n", + "Log-evidence = 78.66 +/- 0.13\n", + "Best-fit parameters (mean +/- std):\n", + " - radius = 1.25e+01 +/- 1.08e+00\n", + " - distance = 4.73e+01 +/- 3.47e-02\n", + " - 2MASS/2MASS_error = 1.79e-01 +/- 1.83e-01\n", + "Maximum likelihood sample:\n", + " - Log-likelihood = 84.48\n", + " - radius = 12.68\n", + " - distance = 47.25\n", + " - 2MASS/2MASS_error = 0.04\n", + "Integrated autocorrelation time:\n", + " - radius: 1.08\n", + " - distance: 0.99\n", + " - 2MASS/2MASS_error: 0.95\n", + " - teff: fixed\n", + " - logg: fixed\n", + " - feh: fixed\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/.pyenv/versions/3.10.0/envs/species3.10/lib/python3.10/site-packages/emcee/autocorr.py:38: RuntimeWarning: invalid value encountered in true_divide\n", + " acf /= acf[0]\n" + ] + } + ], + "source": [ + "fit.run_ultranest(tag='pztel',\n", + " min_num_live_points=500,\n", + " output='ultranest/',\n", + " prior=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, "source": [ - "model_box = model.get_model({'teff': 5000., 'logg': 4., 'feh': 0.})" + "## Plotting the posterior distribution" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The method returns the data in a `ModelBox`. Let's have a look at the content with the `open_box` function." + "After running the sampler, we can plot the posterior distribution of the 3 free parameters with the [plot_posterior](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_mcmc.plot_posterior) by simply pointing to the database `tag` that was specified with [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.fit_model.FitModel.run_ultranest)." ] }, { @@ -294,44 +394,76 @@ "name": "stdout", "output_type": "stream", "text": [ - "Opening ModelBox...\n", - "model = bt-nextgen\n", - "type = None\n", - "wavelength = [ 0.1 0.10002476 0.10004953 ... 49.97524871 49.98762282\n", - " 50. ]\n", - "flux = [5.67567052e-07 4.12210439e-07 4.07441433e-07 ... 1.58742049e+01\n", - " 1.58593879e+01 1.58419862e+01]\n", - "parameters = {'teff': 5000.0, 'logg': 4.0, 'feh': 0.0}\n", - "quantity = flux\n", - "contribution = None\n" + "Median sample:\n", + " - radius = 1.26e+01\n", + " - distance = 4.73e+01\n", + " - 2MASS/2MASS_error = 1.12e-01\n", + " - teff = 5.00e+03\n", + " - logg = 4.00e+00\n", + " - feh = 0.00e+00\n", + "Plotting the posterior... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "model_box.open_box()" + "species.plot_posterior(tag='pztel',\n", + " offset=(-0.3, -0.3),\n", + " output=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Extracting spectral samples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To store the calibration spectrum in the database, we either require a text file with the spectrum or a `numpy` array. Therefore, we simply create an array from the `wavelength` and `flux` attributes of the `ModelBox`." + "Later on, we will create a plot of the data, best-fit spectrum, and random spectral samples of the posterior distribution. We start by drawing 30 random samples the posterior distribution and calculate spectra at $R = 500$. The [get_mcmc_spectra](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.get_mcmc_spectra) method of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database) returns a list with [ModelBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ModelBox) objects." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Getting MCMC spectra: 0%| | 0/30 [00:00" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Image('walkers.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The walkers seem to have converged after ~50 steps already." + "object_box = database.get_object(object_name='PZ Tel')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we plot the posterior distribution of the scaling parameter to get the best-fit value and uncertainty. We exclude the first 200 steps as burnin of the MCMC sampling." + "The data are stored in an [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox). Let's have a look at the content by using [open_box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box.open_box)." ] }, { @@ -527,124 +606,116 @@ "name": "stdout", "output_type": "stream", "text": [ - "Median sample:\n", - " - scaling = 3.76e-19\n", - "Maximum posterior sample:\n", - " - scaling = 3.76e-19\n", - "Plotting the posterior: posterior.png... [DONE]\n" + "Opening ObjectBox...\n", + "name = PZ Tel\n", + "filters = ['2MASS/2MASS.H', '2MASS/2MASS.J', '2MASS/2MASS.Ks']\n", + "mean_wavel = {'2MASS/2MASS.H': 1.6513664598414621, '2MASS/2MASS.J': 1.24105170694321, '2MASS/2MASS.Ks': 2.1656311232670684}\n", + "magnitude = {'2MASS/2MASS.H': array([6.486, 0.049]), '2MASS/2MASS.J': array([6.856, 0.021]), '2MASS/2MASS.Ks': array([6.366, 0.024])}\n", + "flux = {'2MASS/2MASS.H': array([2.97565316e-12, 1.34338807e-13]), '2MASS/2MASS.J': array([5.81192273e-12, 1.12419561e-13]), '2MASS/2MASS.Ks': array([1.25057897e-12, 2.76460704e-14])}\n", + "distance = [47.25 0.05]\n", + "spectrum = None\n" ] } ], "source": [ - "species.plot_posterior(tag='pztel',\n", - " burnin=200,\n", - " offset=(-0.3, -0.10),\n", - " title_fmt='.2e',\n", - " output='posterior.png')" + "object_box.open_box()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With [FitModel](https://species.readthedocs.io/en/latest/species.analysis.html#species.analysis.fit_model.FitModel) it is possible to account for systematic errors with the data calibration, for example to scale individual spectra or inflate the uncertainties. Since we inflated the 2MASS uncertainties during the fit, we will use the [update_objectbox](https://species.readthedocs.io/en/latest/species.util.html#species.util.read_util.update_objectbox) function to adjust the photometric precision with the best-fit error inflation as extracted with [get_median_sample](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.get_median_sample)." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [ { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Inflating the error of 2MASS/2MASS.H (W m-2 um-1): 3.33e-13... [DONE]\n", + "Inflating the error of 2MASS/2MASS.J (W m-2 um-1): 6.51e-13... [DONE]\n", + "Inflating the error of 2MASS/2MASS.Ks (W m-2 um-1): 1.40e-13... [DONE]\n" + ] } ], "source": [ - "Image('posterior.png')" + "object_box = species.update_objectbox(object_box, median)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Plotting the data and best-fit model" + "## Residuals and synthetic photometry" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Finally, we will combine the MCMC spectra and the photometric data in a plot. For this, we require the data of PZ Tel A which are obtained with the `get_object` method of `Database`. The data are stored in an `ObjectBox`." + "Before creating the plot, there are two more boxes that we will create. First, we use the [get_residuals](https://species.readthedocs.io/en/latest/species.util.html#species.util.phot_util.get_residuals) function to calculate the residuals (i.e. data minus model, relative to the data uncertainties), together with the reduced $\\chi^2$. The residuals and mean wavelengths are stored in a [ResidualsBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ResidualsBox) for each of the 2MASS filters." ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Getting object: PZ Tel A... [DONE]\n" + "Calculating synthetic photometry... [DONE]\n", + "Calculating residuals... [DONE]\n", + "Residuals (sigma):\n", + " - 2MASS/2MASS.H: -0.51\n", + " - 2MASS/2MASS.J: 0.57\n", + " - 2MASS/2MASS.Ks: -0.08\n", + "Reduced chi2 = -0.30\n", + "Number of degrees of freedom = -2\n" ] } ], "source": [ - "objectbox = database.get_object(object_name='PZ Tel A',\n", - " inc_phot=filters)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We also select 30 random spectra from the posterior distribution with the `get_mcmc_spectra` method." + "residuals = species.get_residuals(datatype='model',\n", + " spectrum='bt-nextgen',\n", + " parameters=median,\n", + " objectbox=object_box,\n", + " inc_phot=True,\n", + " inc_spec=False)" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "Getting MCMC spectra: 100%|███████████████████████████████████████| 30/30 [00:00<00:00, 1724.16it/s]\n" + "Opening ResidualsBox...\n", + "name = PZ Tel\n", + "photometry = {'2MASS/2MASS.H': array([ 1.65136646, -0.51093991]), '2MASS/2MASS.J': array([1.24105171, 0.5711823 ]), '2MASS/2MASS.Ks': array([ 2.16563112, -0.08405487])}\n", + "spectrum = None\n", + "chi2_red = -0.2971870168799377\n" ] } ], "source": [ - "samples = database.get_mcmc_spectra(tag='pztel',\n", - " burnin=200,\n", - " random=30,\n", - " wavel_range=(0.5, 10.),\n", - " spec_res=None)" + "residuals.open_box()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "And we use `get_median_sample` to return a dictionary with the median values of the posterior distribution. In this case it only contains the `scaling` parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "median = database.get_median_sample(tag='pztel', burnin=200)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the content of the dictionary." + "Secondly, we will also use the dictionary with best-fit parameters to calculate synthetic photometry for the three filters that were used in the fit. The [multi_photometry](https://species.readthedocs.io/en/latest/species.util.html#species.util.phot_util.multi_photometry) returns a [SynphotBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.SynphotBox), which includes a dictionary with the photometric fluxes." ] }, { @@ -656,187 +727,234 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'scaling': 3.756819670393125e-19}\n" + "Calculating synthetic photometry... [DONE]\n" ] } ], "source": [ - "print(median)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will now read the calibration spectrum and apply the best-fit scaling value. We start by creating an instance of `ReadCalibration` and point the argument of `tag` to the stored spectrum in the database." + "syn_phot = species.multi_photometry(datatype='model',\n", + " spectrum='bt-nextgen',\n", + " filters=filters,\n", + " parameters=median)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Opening SynphotBox...\n", + "name = synphot\n", + "flux = {'2MASS/2MASS.J': 5.434431968651145e-12, '2MASS/2MASS.H': 3.159328374463835e-12, '2MASS/2MASS.Ks': 1.262585040454979e-12}\n" + ] + } + ], "source": [ - "readcalib = species.ReadCalibration(tag='cal_spec',\n", - " filter_name=None)" + "syn_phot.open_box()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The spectrum is now read with the `get_spectrum` method by providing the dictionary with the model parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [], - "source": [ - "spectrum = readcalib.get_spectrum(model_param=median)" + "## Plotting the data and model spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We will also use the best-fit scaling to calculate synthetic photometry for the 2MASS filters, which will be compared with the true 2MASS fluxes." + "We have now prepared all the boxes with data so we are ready to combine them in a plot of the spectral energy distribution (SED) of PZ Tel! The [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum) function requires a list of [Box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box) objects as argument of boxes. For each box we can set the plot style, by providing a list with dictionaries as argument of `plot_kwargs`, in the same order as the list of boxes. Items in the list can be set to `None`, in which case some default values are used. The [ResidualsBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ResidualsBox) is passed as argument of `residuals` and will also plot the filter profiles by providing the list with names as argument to `filters`. Finally, there is a handful of parameters that can be adjusted for the appearance of the plot (see the API documentation of [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum) for details). Let's have a look at the plot!" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Calculating synthetic photometry... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "synphot = species.multi_photometry(datatype='calibration',\n", - " spectrum='cal_spec',\n", - " filters=filters,\n", - " parameters=median)" + "species.plot_spectrum(boxes=[samples, model_box, object_box, syn_phot],\n", + " filters=filters,\n", + " residuals=residuals,\n", + " plot_kwargs=[{'ls': '-', 'lw': 0.2, 'color': 'gray'},\n", + " {'ls': '-', 'lw': 1., 'color': 'black'},\n", + " {'2MASS/2MASS.J': {'marker': 's', 'ms': 5., 'color': 'tab:blue', 'ls': 'none'},\n", + " '2MASS/2MASS.H': {'marker': 's', 'ms': 5., 'color': 'tab:blue', 'ls': 'none'},\n", + " '2MASS/2MASS.Ks': {'marker': 's', 'ms': 5., 'color': 'tab:blue', 'ls': 'none'}},\n", + " None],\n", + " xlim=(1., 2.5),\n", + " ylim=(-2e-12, 1.2e-11),\n", + " ylim_res=(-7., 7.),\n", + " scale=('linear', 'linear'),\n", + " offset=(-0.5, -0.05),\n", + " figsize=(7., 3.),\n", + " output=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Photometric calibration" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "And we calculate the residuals between the 2MASS fluxes of PZ Tel A, which are stored in the `ObjectBox`, and the synthetic fluxes of the best-fit spectrum. The residuals are stored in a `ResidualsBox`." + "Now that we have the posterior samples of the atmospheric parameters, we can calculated synthetic photometry (including uncertainties) for any other filter. As an example, we will calculate the magnitude and flux for the VLT/NACO $M'$ filter. The [plot_mag_posterior](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_mcmc.plot_mag_posterior) function plots the distribution of the magnitudes, by propagating the posterior of the atmospheric parameters, and returns an array with the samples. We simply need to specify the database `tag` and provide the `filter_name` name as listed on the [SVO Filter Profile Service](http://svo2.cab.inta-csic.es/svo/theory/fps/))." ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Calculating synthetic photometry... [DONE]\n", - "Calculating residuals... [DONE]\n", - "Residuals (sigma):\n", - " - 2MASS/2MASS.J: 2.28\n", - " - 2MASS/2MASS.H: -1.89\n", - " - 2MASS/2MASS.Ks: -1.45\n" + "Adding filter: Paranal/NACO.Mp... [DONE]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Getting MCMC photometry: 0%| | 0/5686 [00:00" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "residuals = species.get_residuals(datatype='calibration',\n", - " spectrum='cal_spec',\n", - " parameters=median,\n", - " objectbox=objectbox,\n", - " inc_phot=filters,\n", - " inc_spec=False)" + "phot_mag = species.plot_mag_posterior(tag='pztel',\n", + " filter_name='Paranal/NACO.Mp',\n", + " xlim=(5., 8.),\n", + " output=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Finally, all the boxes are combined in a list and provided as argument of `boxes` in the `plot_spectrum` function. We will also plot the 2MASS filter profiles and the residuals between the data and the best-fit model." + "There is also the [get_mcmc_photometry](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.get_mcmc_photometry) method of [Database](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database), which works in a similar way as [plot_mag_posterior](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_mcmc.plot_mag_posterior), but can also return the posterior of the flux density instead of the magnitude." ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Plotting spectrum: spectrum.png... [DONE]\n" + "Getting MCMC photometry: 0%| | 0/5686 [00:00" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Flux density (W m-2 um-1) = 5.93e-14 +/- 9.02e-15\n" + ] } ], "source": [ - "Image('spectrum.png')" + "print(f'Flux density (W m-2 um-1) = {np.mean(phot_flux):.2e} +/- {np.std(phot_flux):.2e}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Photometric calibration" + "## Spectral calibration" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A measured contrast of PZ Tel B can now be converted into an apparent magnitude or flux by calculating synthetic photometry for PZ Tel A for any other filter. As an example, we will calculate the flux and magnitude for the VLT/NACO $M'$ filter. We start by creating again an instance of `ReadCalibration` but we now provide the filter name (as listed by the [SVO Filter Profile Service](http://svo2.cab.inta-csic.es/svo/theory/fps/)) as argument of `filter_name`." + "We can also compute a stellar, synthetic spectrum with uncertainties for a specific instrument. To do so, we use again the [get_mcmc_spectra](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.get_mcmc_spectra) method from earlier, but this time we draw a larger number of spectra. Furthermore, for our hypothetical instrument, we assume a resolving power of $R = 100$ and set the wavelength points (20 linearly-spaced points between 1 and 2.5 $\\mu$m) as argument of `wavel_resample`." ] }, { @@ -845,75 +963,60 @@ "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Adding filter: Paranal/NACO.Mp... [DONE]\n" + "Getting MCMC spectra: 100%|██████████████████████████████████████| 100/100 [00:00<00:00, 120.14it/s]\n" ] } ], "source": [ - "readcalib = species.ReadCalibration(tag='cal_spec',\n", - " filter_name='Paranal/NACO.Mp')" + "samples = database.get_mcmc_spectra(tag='pztel',\n", + " random=100,\n", + " wavel_range=(0.5, 10.),\n", + " spec_res=1900.,\n", + " wavel_resample=np.linspace(1., 2.5, 20))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next, we use the `get_flux` method and the dictionary with the best-fit scaling value to calculate the flux density of PZ Tel A in the NACO $M'$ filter." + "Next, we calculate the mean and standard deviation of the 100 samples, which we adopt as the synthetic spectrum of PZ Tel." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Flux density (W m-2 um-1) = 6.12e-14\n" - ] - } - ], + "outputs": [], "source": [ - "flux = readcalib.get_flux(model_param=median)\n", - "print(f'Flux density (W m-2 um-1) = {flux[0]:.2e}')" + "spec_flux = np.mean([box.flux for box in samples], axis=0)\n", + "spec_sigma = np.std([box.flux for box in samples], axis=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Or, we can calculate the apparent and absolute magnitude by using the `get_magnitude` method." + "Let's write the synthetic spectrum to a text file. " ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Apparent magnitude = 6.37\n", - "Absolute magnitude = 3.00\n" - ] - } - ], + "outputs": [], "source": [ - "app_mag, abs_mag = readcalib.get_magnitude(model_param=median, distance=distance)\n", - "print(f'Apparent magnitude = {app_mag[0]:.2f}')\n", - "print(f'Absolute magnitude = {abs_mag[0]:.2f}')" + "calib_spec = np.column_stack([samples[0].wavelength, spec_flux, spec_sigma])\n", + "np.savetxt('calib_spec.dat', calib_spec)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can also estimate the uncertainty on the magnitude by calculating synthetic magnitudes from the posterior samples. Here, we only select the last 100 samples of each walker to limit the computation time. We can plot the posterior distribution for the NACO $M'$ filter with the `plot_mag_posterior` function." + "Now we can use the [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) method to append the spectrum to the data of PZ Tel in the database. The distance and magnitudes were already provided previously so we can set the agurments of `distance` and `app_mag` to `None`." ] }, { @@ -921,104 +1024,113 @@ "execution_count": 31, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Getting MCMC photometry: 100%|███████████████████████████████| 20000/20000 [01:16<00:00, 261.38it/s]\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "Plotting photometry samples: mag_posterior.png... [DONE]\n" + "Adding object: PZ Tel\n", + " - Spectrum:\n", + " - Database tag: calibration\n", + " - Filename: calib_spec.dat\n", + " - Data shape: (20, 3)\n", + " - Wavelength range (um): 1.00 - 2.50\n", + " - Mean flux (W m-2 um-1): 3.13e-12\n", + " - Mean error (W m-2 um-1): 4.38e-13\n", + " - Spectral resolution:\n", + " - calibration: 100.0\n" ] } ], "source": [ - "species.plot_mag_posterior(tag='pztel',\n", - " filter_name='Paranal/NACO.Mp',\n", - " burnin=900,\n", - " xlim=None,\n", - " output='mag_posterior.png')" + "database.add_object(object_name='PZ Tel',\n", + " distance=None,\n", + " app_mag=None,\n", + " spectrum={'calibration': ('calib_spec.dat', None, 100.)})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's have a look at the plot!" + "Next, we use the [get_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.get_object) method for extracting all the data of PZ Tel from the database and storing these in an [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox). We need to apply again the [update_objectbox](https://species.readthedocs.io/en/latest/species.util.html#species.util.read_util.update_objectbox) function to account for the inflated errors of the 2MASS fluxes." ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 32, "metadata": {}, "outputs": [ { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Getting object: PZ Tel... [DONE]\n", + "Inflating the error of 2MASS/2MASS.H (W m-2 um-1): 3.33e-13... [DONE]\n", + "Inflating the error of 2MASS/2MASS.J (W m-2 um-1): 6.51e-13... [DONE]\n", + "Inflating the error of 2MASS/2MASS.Ks (W m-2 um-1): 1.40e-13... [DONE]\n" + ] } ], "source": [ - "Image('mag_posterior.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Spectral calibration" + "object_box = database.get_object(object_name='PZ Tel')\n", + "object_box = species.update_objectbox(object_box, median)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Similarly, for spectral calibration of the star, we can also resample the best-fit model spectrum to the wavelengths points of a (contrast) spectrum of a companion. We create again an instance of `ReadCalibration` but set the argument of `filter_name` to `None`." - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "readcalib = species.ReadCalibration(tag='cal_spec',\n", - " filter_name=None)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we resample the best-fit spectrum to the required wavelength points with `resample_spectrum`. The wavelengths points are provided as an array to the `wavel_points` parameter. In this example, we simply create 20 linearly-spaced points between 1 and 2 $\\mu$m." + "If we now open the [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox) with [open_box](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.Box.open_box) then we see that the synthetic spectrum is indeed included together with the previously added data." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Opening ObjectBox...\n", + "name = PZ Tel\n", + "filters = ['2MASS/2MASS.H', '2MASS/2MASS.J', '2MASS/2MASS.Ks']\n", + "mean_wavel = {'2MASS/2MASS.H': 1.6513664598414621, '2MASS/2MASS.J': 1.24105170694321, '2MASS/2MASS.Ks': 2.1656311232670684}\n", + "magnitude = {'2MASS/2MASS.H': array([6.486, 0.049]), '2MASS/2MASS.J': array([6.856, 0.021]), '2MASS/2MASS.Ks': array([6.366, 0.024])}\n", + "flux = {'2MASS/2MASS.H': array([2.97565316e-12, 3.59484956e-13]), '2MASS/2MASS.J': array([5.81192273e-12, 6.60893655e-13]), '2MASS/2MASS.Ks': array([1.25057897e-12, 1.42836143e-13])}\n", + "distance = [47.25 0.05]\n", + "spectrum = {'calibration': (array([[1.00000000e+00, 7.84612193e-12, 1.09881865e-12],\n", + " [1.07894737e+00, 6.79434999e-12, 9.51522106e-13],\n", + " [1.15789474e+00, 5.98788542e-12, 8.38579901e-13],\n", + " [1.23684211e+00, 5.35732983e-12, 7.50273061e-13],\n", + " [1.31578947e+00, 4.83865919e-12, 6.77635269e-13],\n", + " [1.39473684e+00, 4.37476569e-12, 6.12668801e-13],\n", + " [1.47368421e+00, 3.88890211e-12, 5.44625509e-13],\n", + " [1.55263158e+00, 3.59088209e-12, 5.02888973e-13],\n", + " [1.63157895e+00, 3.25137357e-12, 4.55342134e-13],\n", + " [1.71052632e+00, 2.81057563e-12, 3.93610109e-13],\n", + " [1.78947368e+00, 2.42429135e-12, 3.39512509e-13],\n", + " [1.86842105e+00, 2.06458574e-12, 2.89137147e-13],\n", + " [1.94736842e+00, 1.78222925e-12, 2.49594226e-13],\n", + " [2.02631579e+00, 1.56176562e-12, 2.18719159e-13],\n", + " [2.10526316e+00, 1.36272970e-12, 1.90844957e-13],\n", + " [2.18421053e+00, 1.19322060e-12, 1.67105871e-13],\n", + " [2.26315789e+00, 1.04687396e-12, 1.46610598e-13],\n", + " [2.34210526e+00, 9.03655903e-13, 1.26553470e-13],\n", + " [2.42105263e+00, 7.86620553e-13, 1.10163128e-13],\n", + " [2.50000000e+00, 7.00955289e-13, 9.81660428e-14]]), None, None, 100.0)}\n" + ] + } + ], "source": [ - "spec_box = readcalib.resample_spectrum(wavel_points=np.linspace(1., 2., 20),\n", - " model_param=median,\n", - " apply_mask=False)" + "object_box.open_box()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's have a look at the content of the returned `SpectrumBox`!" + "Let's have a look at the content of the returned [ObjectBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ObjectBox) by simply passing it to the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum) function!" ] }, { @@ -1030,27 +1142,35 @@ "name": "stdout", "output_type": "stream", "text": [ - "Opening SpectrumBox...\n", - "spectrum = calibration\n", - "wavelength = [1. 1.05263158 1.10526316 1.15789474 1.21052632 1.26315789\n", - " 1.31578947 1.36842105 1.42105263 1.47368421 1.52631579 1.57894737\n", - " 1.63157895 1.68421053 1.73684211 1.78947368 1.84210526 1.89473684\n", - " 1.94736842 2. ]\n", - "flux = [8.14369845e-12 7.44089431e-12 6.67125247e-12 6.21245764e-12\n", - " 5.73738317e-12 5.38093164e-12 5.00487134e-12 4.72504447e-12\n", - " 4.35623836e-12 4.05044610e-12 3.83348269e-12 3.56796854e-12\n", - " 3.36886677e-12 3.08330757e-12 2.76349460e-12 2.51277925e-12\n", - " 2.25978856e-12 2.03013740e-12 1.84628057e-12 1.69069425e-12]\n", - "error = [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]\n", - "name = cal_spec\n", - "simbad = None\n", - "sptype = None\n", - "distance = None\n" + "Plotting spectrum... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "spec_box.open_box()" + "species.plot_spectrum(boxes=[object_box],\n", + " plot_kwargs=[{'calibration': {'marker': 'o', 'ms': 5., 'color': 'black', 'ls': 'none', 'label': 'Synthetic spectrum'},\n", + " '2MASS/2MASS.J': {'marker': 'o', 'ms': 5., 'color': 'tab:blue', 'ls': 'none', 'label': '2MASS'},\n", + " '2MASS/2MASS.H': {'marker': 'o', 'ms': 5., 'color': 'tab:blue', 'ls': 'none'},\n", + " '2MASS/2MASS.Ks': {'marker': 'o', 'ms': 5., 'color': 'tab:blue', 'ls': 'none'}}],\n", + " xlim=(0.9, 2.5),\n", + " ylim=(0., 1e-11),\n", + " scale=('linear', 'linear'),\n", + " offset=(-0.1, -0.05),\n", + " figsize=(7., 3.),\n", + " legend={'loc': 'upper right', 'fontsize': 12.},\n", + " output=None)" ] } ], @@ -1070,7 +1190,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/docs/tutorials/flux_magnitude.ipynb b/docs/tutorials/flux_magnitude.ipynb index 198d9fd1..64ca729f 100644 --- a/docs/tutorials/flux_magnitude.ipynb +++ b/docs/tutorials/flux_magnitude.ipynb @@ -37,7 +37,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -49,7 +49,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 1, diff --git a/docs/tutorials/model_spectra.ipynb b/docs/tutorials/model_spectra.ipynb index dedfa6d2..521ca1ec 100644 --- a/docs/tutorials/model_spectra.ipynb +++ b/docs/tutorials/model_spectra.ipynb @@ -34,15 +34,14 @@ "metadata": {}, "outputs": [], "source": [ - "import species\n", - "from IPython.display import Image" + "import species" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Then we initialize [species](https://species.readthedocs.io/en/latest/species.html) with [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html#species.core.setup.SpeciesInit), which creates a default configuration file and the HDF5 database." + "Then we initialize [species](https://species.readthedocs.io/en/latest/species.html) with [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html#species.core.init.SpeciesInit), which creates a default configuration file and the HDF5 database." ] }, { @@ -54,7 +53,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -66,7 +65,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -310,7 +309,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -319,35 +318,16 @@ "text": [ "Downloading DRIFT-PHOENIX model spectra (229 MB)... [DONE]\n", "Unpacking DRIFT-PHOENIX model spectra (229 MB)... [DONE]\n", + "Please cite Helling et al. (2008) when using DRIFT-PHOENIX in a publication\n", + "Reference URL: https://ui.adsabs.harvard.edu/abs/2008ApJ...675L.105H/abstract\n", + "Wavelength range (um) = 0.1 -50\n", + "Spectral resolution = 4000\n", + "Teff range (K) = 1300.0 - 1700.0\n", "Adding DRIFT-PHOENIX model spectra... [DONE] \n", "Grid points stored in the database:\n", " - Teff = [1300. 1400. 1500. 1600. 1700.]\n", " - log(g) = [3. 3.5 4. 4.5 5. 5.5]\n", - " - [Fe/H] = [-0.6 -0.3 -0. 0.3]\n", - "Number of grid points per parameter:\n", - " - teff: 5\n", - " - logg: 6\n", - " - feh: 4\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/tomasstolker/applications/species/species/util/data_util.py:282: RuntimeWarning: divide by zero encountered in log10\n", - " flux = np.log10(flux)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Fix missing grid points with a linear interpolation:\n", - " - teff = 1600.0, logg = 3.0, feh = 0.3\n", - " - teff = 1600.0, logg = 5.5, feh = 0.3\n", - "Number of stored grid points: 120\n", - "Number of interpolated grid points: 2\n", - "Number of missing grid points: 0\n" + " - [Fe/H] = [-0.6 -0.3 -0. 0.3]\n" ] } ], @@ -378,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -394,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -403,7 +383,7 @@ "{'teff': (1300.0, 1700.0), 'logg': (3.0, 5.5), 'feh': (-0.6, 0.3)}" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -416,12 +396,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will now interpolate the grid in the (Teff, log(g), \\[Fe/H\\]) space at some specific parameter values, which need to be provided in a dictionary. The radius and distance are optional, otherwise the emitted flux is given at the planet surface." + "We will now interpolate the grid in the ($T_\\mathrm{eff}$, $\\log(g)$, $[\\mathrm{Fe}/\\mathrm{H}]$) space at some specific parameter values, which need to be provided in a dictionary. The radius and distance are optional, otherwise the emitted flux is given at the planet surface." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -437,11 +417,11 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "modelbox = read_model.get_model(model_param=model_param, spec_res=200., smooth=True)" + "model_box = read_model.get_model(model_param=model_param, spec_res=200., smooth=True)" ] }, { @@ -453,7 +433,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -469,12 +449,13 @@ " 1.53924349e-18 1.54301688e-18]\n", "parameters = {'teff': 1510.0, 'logg': 4.1, 'feh': 0.1, 'radius': 1.0, 'distance': 100.0, 'luminosity': 4.729862212008143e-05, 'mass': 4.857062223118246}\n", "quantity = flux\n", - "contribution = None\n" + "contribution = None\n", + "bol_flux = None\n" ] } ], "source": [ - "modelbox.open_box()" + "model_box.open_box()" ] }, { @@ -486,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -502,7 +483,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -518,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -530,46 +511,31 @@ "Adding filter: MKO/NSFCam.K... [DONE]\n", "Adding filter: MKO/NSFCam.Lp... [DONE]\n", "Adding filter: MKO/NSFCam.Mp... [DONE]\n", - "Plotting spectrum: model_spectrum.png... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] - } - ], - "source": [ - "species.plot_spectrum(boxes=[modelbox, model_ext],\n", - " filters=['MKO/NSFCam.J', 'MKO/NSFCam.H', 'MKO/NSFCam.K', 'MKO/NSFCam.Lp', 'MKO/NSFCam.Mp'],\n", - " offset=(-0.08, -0.04),\n", - " xlim=(0.8, 5.),\n", - " ylim=(0., 5.5e-17),\n", - " legend={'loc': 'lower right', 'frameon': False, 'fontsize': 12.},\n", - " output='model_spectrum.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the result!" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "Image('model_spectrum.png') " + "species.plot_spectrum(boxes=[model_box, model_ext],\n", + " filters=['MKO/NSFCam.J', 'MKO/NSFCam.H', 'MKO/NSFCam.K', 'MKO/NSFCam.Lp', 'MKO/NSFCam.Mp'],\n", + " offset=(-0.15, -0.04),\n", + " xlim=(0.8, 5.),\n", + " ylim=(0., 5.5e-17),\n", + " legend={'loc': 'lower right', 'frameon': False, 'fontsize': 10.},\n", + " figsize=(7., 3.),\n", + " output=None)" ] }, { @@ -588,7 +554,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -599,7 +565,7 @@ " 'feh': array([-0.6, -0.3, -0. , 0.3])}" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -617,7 +583,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -633,70 +599,54 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ - "modelbox = read_model.get_data(model_param)" + "model_full = read_model.get_data(model_param)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's make another plot with [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum)." + "Let's make another plot with [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum). The spectrum is now shown at the spectral resolution as stored in the database ($R = 2000$)." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Plotting spectrum: model_spectrum.png... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] - } - ], - "source": [ - "species.plot_spectrum(boxes=[modelbox],\n", - " filters=None,\n", - " offset=(-0.1, -0.05),\n", - " xlim=(0.8, 5.),\n", - " ylim=(0., 1e5),\n", - " legend={'loc': 'upper right', 'frameon': False, 'fontsize': 12.},\n", - " figsize=(8., 3.),\n", - " output='model_spectrum.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The spectrum is now shown at the spectral resolution as stored in the database (R = 2000)." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "Image('model_spectrum.png')" + "species.plot_spectrum(boxes=[model_full],\n", + " filters=None,\n", + " offset=(-0.12, -0.05),\n", + " xlim=(0.8, 5.),\n", + " ylim=(0., 1e5),\n", + " legend={'loc': 'upper right', 'fontsize': 10.},\n", + " figsize=(7., 3.),\n", + " output=None)" ] }, { @@ -715,7 +665,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -739,7 +689,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -772,7 +722,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [ { diff --git a/docs/tutorials/running_species.ipynb b/docs/tutorials/running_species.ipynb index 0d4dfcd4..c27138e5 100644 --- a/docs/tutorials/running_species.ipynb +++ b/docs/tutorials/running_species.ipynb @@ -53,7 +53,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -65,7 +65,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -148,177 +148,33 @@ "name": "stdout", "output_type": "stream", "text": [ - "Getting SPHERE_YJH spectrum of 51 Eri b... [DONE]\n", - "IMPORTANT: Please cite Samland et al. 2017, A&A, 603, 57\n", - " when making use of this spectrum in a publication\n", "Downloading Vega spectrum (270 kB)... [DONE]\n", "Adding Vega spectrum... [DONE]\n", - "Adding filter: MKO/NSFCam.J... [DONE]\n", - "Adding filter: MKO/NSFCam.H... [DONE]\n", - "Adding filter: MKO/NSFCam.K... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_B_H... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_H23_2... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_K12_1... [DONE]\n", - "Adding filter: Keck/NIRC2.Lp... [DONE]\n", - "Adding filter: Keck/NIRC2.Ms... [DONE]\n", - "Adding object: 51 Eri b\n", - " - Distance (pc) = 29.78 +/- 0.12\n", - " - MKO/NSFCam.J:\n", - " - Apparent magnitude = 19.04 +/- 0.40\n", - " - Flux (W m-2 um-1) = 7.52e-17 +/- 2.83e-17\n", - " - MKO/NSFCam.H:\n", - " - Apparent magnitude = 18.99 +/- 0.21\n", - " - Flux (W m-2 um-1) = 3.12e-17 +/- 6.07e-18\n", - " - MKO/NSFCam.K:\n", - " - Apparent magnitude = 18.67 +/- 0.19\n", - " - Flux (W m-2 um-1) = 1.42e-17 +/- 2.49e-18\n", - " - Paranal/SPHERE.IRDIS_B_H:\n", - " - Apparent magnitude = 19.45 +/- 0.29\n", - " - Flux (W m-2 um-1) = 2.06e-17 +/- 5.57e-18\n", - " - Paranal/SPHERE.IRDIS_D_H23_2:\n", - " - Apparent magnitude = 18.41 +/- 0.26\n", - " - Flux (W m-2 um-1) = 5.66e-17 +/- 1.37e-17\n", - " - Paranal/SPHERE.IRDIS_D_K12_1:\n", - " - Apparent magnitude = 17.55 +/- 0.14\n", - " - Flux (W m-2 um-1) = 4.64e-17 +/- 6.00e-18\n", - " - Keck/NIRC2.Lp:\n", - " - Apparent magnitude = 16.20 +/- 0.11\n", - " - Flux (W m-2 um-1) = 1.79e-17 +/- 1.81e-18\n", - " - Keck/NIRC2.Ms:\n", - " - Apparent magnitude = 16.10 +/- 0.50\n", - " - Flux (W m-2 um-1) = 8.47e-18 +/- 4.04e-18\n", - " - Spectrum:\n", - " - Database tag: SPHERE_YJH\n", - " - Filename: ./data/companion_data/51erib_sphere_yjh.dat\n", - " - Data shape: (33, 3)\n", - " - Wavelength range (um): 1.01 - 1.64\n", - " - Mean flux (W m-2 um-1): 3.50e-17\n", - " - Mean error (W m-2 um-1): 1.06e-17\n", - " - Spectral resolution:\n", - " - SPHERE_YJH: 25.0\n", - "Getting GPI_YJHK spectrum of beta Pic b... [DONE]\n", - "IMPORTANT: Please cite Chilcote et al. 2017, AJ, 153, 182\n", - " when making use of this spectrum in a publication\n", - "Getting GRAVITY spectrum of beta Pic b... [DONE]\n", - "IMPORTANT: Please cite Gravity Collaboration et al. 2020, A&A, 633, 110\n", - " when making use of this spectrum in a publication\n", - "Adding filter: Magellan/VisAO.Ys... [DONE]\n", - "Adding filter: Paranal/NACO.J... [DONE]\n", - "Adding filter: Gemini/NICI.ED286... [DONE]\n", - "Adding filter: Paranal/NACO.H... [DONE]\n", - "Adding filter: Paranal/NACO.Ks... [DONE]\n", - "Adding filter: Paranal/NACO.NB374... [DONE]\n", - "Adding filter: Paranal/NACO.Lp... [DONE]\n", - "Adding filter: Paranal/NACO.NB405... [DONE]\n", - "Adding filter: Paranal/NACO.Mp... [DONE]\n", - "Adding object: beta Pic b\n", - " - Distance (pc) = 19.75 +/- 0.13\n", - " - Magellan/VisAO.Ys:\n", - " - Apparent magnitude = 15.53 +/- 0.34\n", - " - Flux (W m-2 um-1) = 4.25e-15 +/- 1.35e-15\n", - " - Paranal/NACO.J:\n", - " - Apparent magnitude = 14.11 +/- 0.21\n", - " - Flux (W m-2 um-1) = 6.87e-15 +/- 1.34e-15\n", - " - Gemini/NICI.ED286:\n", - " - Apparent magnitude = 13.18 +/- 0.15\n", - " - Flux (W m-2 um-1) = 6.99e-15 +/- 9.69e-16\n", - " - Paranal/NACO.H:\n", - " - Apparent magnitude = 13.32 +/- 0.14\n", - " - Flux (W m-2 um-1) = 5.47e-15 +/- 7.08e-16\n", - " - Paranal/NACO.Ks:\n", - " - Apparent magnitude = 12.64 +/- 0.11\n", - " - Flux (W m-2 um-1) = 4.04e-15 +/- 4.10e-16\n", - " - Paranal/NACO.NB374:\n", - " - Apparent magnitude = 11.25 +/- 0.23\n", - " - Flux (W m-2 um-1) = 1.69e-15 +/- 3.61e-16\n", - " - Paranal/NACO.Lp:\n", - " - Apparent magnitude = 11.30 +/- 0.06\n", - " - Flux (W m-2 um-1) = 1.59e-15 +/- 8.79e-17\n", - " - Paranal/NACO.NB405:\n", - " - Apparent magnitude = 10.98 +/- 0.05\n", - " - Flux (W m-2 um-1) = 1.61e-15 +/- 7.42e-17\n", - " - Paranal/NACO.Mp:\n", - " - Apparent magnitude = 11.10 +/- 0.12\n", - " - Flux (W m-2 um-1) = 7.86e-16 +/- 8.70e-17\n", - " - Spectrum:\n", - " - Database tag: GPI_YJHK\n", - " - Filename: ./data/companion_data/betapicb_gpi_yjhk.dat\n", - " - Data shape: (185, 3)\n", - " - Wavelength range (um): 0.95 - 2.40\n", - " - Mean flux (W m-2 um-1): 5.40e-15\n", - " - Mean error (W m-2 um-1): 6.44e-16\n", - " - GRAVITY spectrum:\n", - " - Object: Unknown\n", - " - Database tag: GRAVITY\n", - " - Filename: ./data/companion_data/BetaPictorisb_2018-09-22.fits\n", - " - Data shape: (237, 3)\n", - " - Wavelength range (um): 1.97 - 2.49\n", - " - Mean flux (W m-2 um-1): 4.65e-15\n", - " - Mean error (W m-2 um-1): 1.00e-16\n", - " - GRAVITY covariance matrix:\n", - " - Object: Unknown\n", - " - Database tag: GRAVITY\n", - " - Filename: ./data/companion_data/BetaPictorisb_2018-09-22.fits\n", - " - Data shape: (237, 237)\n", - " - Spectral resolution:\n", - " - GPI_YJHK: 40.0\n", - " - GRAVITY: 500.0\n", - "Adding filter: Paranal/SPHERE.ZIMPOL_R_PRIM... [DONE]\n", - "Adding filter: Paranal/SPHERE.ZIMPOL_I_PRIM... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_H23_3... [DONE]\n", - "Adding filter: Paranal/SPHERE.IRDIS_D_K12_2... [DONE]\n", - "Adding filter: Gemini/NIRI.H2S1v2-1-G0220... [DONE]\n", - "Adding object: PZ Tel B\n", - " - Distance (pc) = 47.13 +/- 0.13\n", - " - Paranal/SPHERE.ZIMPOL_R_PRIM:\n", - " - Apparent magnitude = 17.84 +/- 0.31\n", - " - Flux (W m-2 um-1) = 1.83e-15 +/- 5.29e-16\n", - " - Paranal/SPHERE.ZIMPOL_I_PRIM:\n", - " - Apparent magnitude = 15.16 +/- 0.12\n", - " - Flux (W m-2 um-1) = 1.09e-14 +/- 1.20e-15\n", - " - Paranal/SPHERE.IRDIS_D_H23_2:\n", - " - Apparent magnitude = 11.78 +/- 0.19\n", - " - Flux (W m-2 um-1) = 2.54e-14 +/- 4.47e-15\n", - " - Paranal/SPHERE.IRDIS_D_H23_3:\n", - " - Apparent magnitude = 11.65 +/- 0.19\n", - " - Flux (W m-2 um-1) = 2.43e-14 +/- 4.27e-15\n", - " - Paranal/SPHERE.IRDIS_D_K12_1:\n", - " - Apparent magnitude = 11.56 +/- 0.09\n", - " - Flux (W m-2 um-1) = 1.15e-14 +/- 9.58e-16\n", - " - Paranal/SPHERE.IRDIS_D_K12_2:\n", - " - Apparent magnitude = 11.29 +/- 0.10\n", - " - Flux (W m-2 um-1) = 1.14e-14 +/- 1.05e-15\n", - " - Paranal/NACO.J:\n", - " - Apparent magnitude = 12.47 +/- 0.20\n", - " - Flux (W m-2 um-1) = 3.11e-14 +/- 5.76e-15\n", - " - Paranal/NACO.H:\n", - " - Apparent magnitude = 11.93 +/- 0.14\n", - " - Flux (W m-2 um-1) = 1.97e-14 +/- 2.55e-15\n", - " - Paranal/NACO.Ks:\n", - " - Apparent magnitude = 11.53 +/- 0.07\n", - " - Flux (W m-2 um-1) = 1.12e-14 +/- 7.25e-16\n", - " - Paranal/NACO.Lp:\n", - " - Apparent magnitude = 11.04 +/- 0.22\n", - " - Flux (W m-2 um-1) = 2.02e-15 +/- 4.12e-16\n", - " - Paranal/NACO.NB405:\n", - " - Apparent magnitude = 10.94 +/- 0.07\n", - " - Flux (W m-2 um-1) = 1.67e-15 +/- 1.08e-16\n", - " - Paranal/NACO.Mp:\n", - " - Apparent magnitude = 10.93 +/- 0.03\n", - " - Flux (W m-2 um-1) = 9.19e-16 +/- 2.54e-17\n", - " - Gemini/NICI.ED286:\n", - " - Apparent magnitude = 11.68 +/- 0.14\n", - " - Flux (W m-2 um-1) = 2.78e-14 +/- 3.60e-15\n", - " - Gemini/NIRI.H2S1v2-1-G0220:\n", - " - Apparent magnitude = 11.39 +/- 0.14\n", - " - Flux (W m-2 um-1) = 1.06e-14 +/- 1.37e-15\n" + "Adding object: 51 Eri b [DONE]\n", + "Adding object: beta Pic b" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/data/database.py:958: UserWarning: Found 33 fluxes with NaN in the data of GPI_YJHK. Removing the spectral fluxes that contain a NaN.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " [DONE]\n", + "Adding object: PZ Tel B [DONE]\n" ] } ], "source": [ - "database.add_companion('51 Eri b')\n", - "database.add_companion('beta Pic b')\n", - "database.add_companion('PZ Tel B')" + "database.add_companion('51 Eri b', verbose=False)\n", + "database.add_companion('beta Pic b', verbose=False)\n", + "database.add_companion('PZ Tel B', verbose=False)" ] }, { @@ -391,7 +247,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will now combine the selected data in a color-magnitude diagram. The [ColorMagBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ColorMagBox) is provided in a list to the [plot_color_magnitude](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_color.plot_color_magnitude) function. The list with directly imaged objects is provided as argument of `objects`. We also add a reddening vector to show how the color changes for a size distribution of enstatite grains with a geometric mean radius of 0.1 $\\mu$m and an extinction in the $J$ band of 1 mag." + "We will now combine the selected data in a color-magnitude diagram. The [ColorMagBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.ColorMagBox) is provided in a list to the [plot_color_magnitude](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_color.plot_color_magnitude) function. The list with directly imaged objects is provided as argument of `objects`. We also add a reddening vector to show how the color changes for a size distribution of enstatite grains with a geometric mean radius of 0.1 $\\mu$m and an extinction in the $J$ band of 1 mag. The discrete colorbar shows the spectral types of the field dwarfs and the directly imaged objects are labeled individually." ] }, { @@ -419,8 +275,20 @@ " - Wavelength range: 0.4 - 10.0 um\n", " - Maximum grain radius range: 0.01 - 100.0 um\n", " - Power-law exponent range: -10.0 - 10.0\n", - "Plotting color-magnitude diagram: color_mag.png... [DONE]\n" + "Plotting color-magnitude diagram... [DONE]\n" ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -435,36 +303,7 @@ " companion_labels=True,\n", " field_range=('late M', 'late T'),\n", " legend=None,\n", - " output='color_mag.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the result. The plot is stored in the working folder. The discrete colorbar shows the spectral types of the field dwarfs and the directly imaged objects are labeled individually." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from IPython.display import Image\n", - "Image('color_mag.png')" + " output=None)" ] } ], diff --git a/docs/tutorials/spectral_library.ipynb b/docs/tutorials/spectral_library.ipynb index 084559f6..82230be3 100644 --- a/docs/tutorials/spectral_library.ipynb +++ b/docs/tutorials/spectral_library.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Inspecting a spectral library" + "# Library with empirical spectra" ] }, { @@ -25,7 +25,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We start by importing [species](https://species.readthedocs.io/en/latest/species.html) and initiating the database with the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html#species.core.setup.SpeciesInit) class." + "We start by importing [species](https://species.readthedocs.io/en/latest/species.html) and initiating the database with the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html#species.core.init.SpeciesInit) class." ] }, { @@ -37,7 +37,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -49,7 +49,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 1, @@ -228,7 +228,7 @@ "name = ['2MASS J07464256+2000321', '2MASS J02081833+2542533', '2MASS J14392836+1929149']\n", "simbad = ['LSPM J0746+2000', '2MASS J02081833+2542533', '2MASS J14392836+1929149']\n", "sptype = ['L0', 'L1', 'L1']\n", - "distance = [(array([12.33045623]), array([0.13685299])), (23.6577760744179, 0.3513951187454545), (array([14.36781609]), array([0.1032224]))]\n", + "distance = [(array([12.33045623]), array([0.13685299])), (23.20228681738872, 0.17491859323017067), (array([14.36781609]), array([0.1032224]))]\n", "spec_library = irtf\n" ] } @@ -303,10 +303,10 @@ "Opening PhotometryBox...\n", "name = ['2MASS J07464256+2000321', '2MASS J02081833+2542533', '2MASS J14392836+1929149']\n", "sptype = ['L0', 'L1', 'L1']\n", - "wavelength = [1.6298258 1.6298258 1.6298258]\n", - "flux = [[4.58844219e-14 8.08979388e-18]\n", - " [6.09467692e-15 6.91485540e-18]\n", - " [1.75018623e-14 5.23308674e-18]]\n", + "wavelength = [1.62982596 1.62982596 1.62982596]\n", + "flux = [[4.58844233e-14 7.50770852e-18]\n", + " [6.09467685e-15 6.71663299e-18]\n", + " [1.75018643e-14 5.50230574e-18]]\n", "app_mag = None\n", "abs_mag = None\n", "filter_name = ['MKO/NSFCam.H' 'MKO/NSFCam.H' 'MKO/NSFCam.H']\n" @@ -321,14 +321,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Plotting spectrum and synthetic fluxes" + "## Plotting spectra and synthetic fluxes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we have created a [SpectrumBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.SpectrumBox) and [PhotometryBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.PhotometryBox), we pass them to the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum) function." + "Now that we have created a [SpectrumBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.SpectrumBox) and [PhotometryBox](https://species.readthedocs.io/en/latest/species.core.html#species.core.box.PhotometryBox), we pass them to the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html#species.plot.plot_spectrum.plot_spectrum) function. The uncertainties on the spectral fluxes have been propagated into the synthetic photometric flux, but the uncertainties are smaller than the plotted markers. The horizontal \"error bars\" of the fluxes indicate the FWHM of the filter profile." ] }, { @@ -342,48 +342,31 @@ "text": [ "Adding filter: MKO/NSFCam.J... [DONE]\n", "Adding filter: MKO/NSFCam.Ks... [DONE]\n", - "Plotting spectrum: spectrum.png... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] - } - ], - "source": [ - "species.plot_spectrum(boxes=[specbox, photbox],\n", - " filters=['MKO/NSFCam.J', 'MKO/NSFCam.H', 'MKO/NSFCam.Ks'],\n", - " xlim=(0.9, 2.5),\n", - " ylim=(0., 8.5e-14),\n", - " offset=(-0.1, -0.04),\n", - " legend={'loc':'upper right', 'frameon': False, 'fontsize': 11.},\n", - " figsize=(8, 4),\n", - " output='spectrum.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's have a look at the result! The uncertainties on the spectrum have been propagated into the synthetic flux but the error bars are smaller than the plotted markers. The horizontal \"error bars\" of the fluxes indicate the FWHM of the filter profile." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "from IPython.display import Image\n", - "Image('spectrum.png')" + "species.plot_spectrum(boxes=[specbox, photbox],\n", + " filters=['MKO/NSFCam.J', 'MKO/NSFCam.H', 'MKO/NSFCam.Ks'],\n", + " xlim=(0.9, 2.5),\n", + " ylim=(-6e-15, 8.5e-14),\n", + " offset=(-0.14, -0.03),\n", + " legend={'loc':'upper right', 'frameon': False, 'fontsize': 11.},\n", + " figsize=(7., 3.),\n", + " output=None)" ] } ], diff --git a/docs/tutorials/synthetic_photometry.ipynb b/docs/tutorials/synthetic_photometry.ipynb index 2046cbb1..93e06557 100644 --- a/docs/tutorials/synthetic_photometry.ipynb +++ b/docs/tutorials/synthetic_photometry.ipynb @@ -34,9 +34,8 @@ "metadata": {}, "outputs": [], "source": [ - "import urllib.request\n", - "import numpy as np\n", "import matplotlib.pyplot as plt\n", + "import numpy as np\n", "import species" ] }, @@ -56,7 +55,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.4.0... [DONE]\n", + "Initiating species v0.5.0... [DONE]\n", "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", @@ -68,7 +67,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -102,7 +101,7 @@ { "data": { "text/plain": [ - "('data/plnt_Jupiter.txt', )" + "('data/plnt_Jupiter.txt', )" ] }, "execution_count": 3, @@ -111,6 +110,7 @@ } ], "source": [ + "import urllib.request\n", "urllib.request.urlretrieve('http://irtfweb.ifa.hawaii.edu/~spex/IRTF_Spectral_Library/Data/plnt_Jupiter.txt',\n", " 'data/plnt_Jupiter.txt')" ] @@ -169,40 +169,30 @@ "output_type": "stream", "text": [ "Adding filter: MKO/NSFCam.J... [DONE]\n", - "Plotting spectrum: spectrum.png... [DONE]\n" + "Plotting spectrum... [DONE]\n" ] - } - ], - "source": [ - "species.plot_spectrum(boxes=[spec_box, ],\n", - " filters=['MKO/NSFCam.J'],\n", - " xlim=(0.75, 1.8),\n", - " ylim=(-1e-9, 1.7e-8),\n", - " offset=(-0.1, -0.05),\n", - " figsize=(8., 4.),\n", - " output='spectrum.png')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "
" ] }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "from IPython.display import Image\n", - "Image('spectrum.png')" + "species.plot_spectrum(boxes=[spec_box, ],\n", + " filters=['MKO/NSFCam.J'],\n", + " xlim=(0.75, 1.8),\n", + " ylim=(-2e-9, 1.8e-8),\n", + " offset=(-0.12, -0.05),\n", + " figsize=(7., 3.),\n", + " output=None)" ] }, { @@ -221,7 +211,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -237,14 +227,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Flux (W m-2 um-1) = 1.80e-09 +/- 7.65e-14\n" + "Flux (W m-2 um-1) = 1.80e-09 +/- 8.48e-14\n" ] } ], @@ -262,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -271,7 +261,7 @@ "text": [ "Downloading Vega spectrum (270 kB)... [DONE]\n", "Adding Vega spectrum... [DONE]\n", - "Apparent magnitude = 0.59 +/- 5.04e-05\n" + "Apparent magnitude = 0.59 +/- 5.20e-05\n" ] } ], diff --git a/setup.py b/setup.py index 9ea452ff..e9e1c733 100644 --- a/setup.py +++ b/setup.py @@ -1,14 +1,13 @@ #!/usr/bin/env python -from setuptools import setup +import pkg_resources +import setuptools -from pip._internal.network.session import PipSession -from pip._internal.req import parse_requirements +with open('requirements.txt') as req_txt: + parse_req = pkg_resources.parse_requirements(req_txt) + install_requires = [str(req) for req in parse_req] -reqs = parse_requirements('requirements.txt', session=PipSession()) -reqs = [str(req.requirement) for req in reqs] - -setup( +setuptools.setup( name='species', version='0.5.0', description='Toolkit for atmospheric characterization of directly imaged exoplanets', @@ -25,9 +24,8 @@ 'species.plot', 'species.read', 'species.util'], - package_dir={'species': 'species'}, - include_package_data=True, - install_requires=reqs, + package_data={'species': ['data/*.json']}, + install_requires=install_requires, license='MIT', zip_safe=False, keywords='species', diff --git a/species/analysis/emission_line.py b/species/analysis/emission_line.py index 135e4fbb..e8a7a05e 100644 --- a/species/analysis/emission_line.py +++ b/species/analysis/emission_line.py @@ -16,8 +16,8 @@ import ultranest except: warnings.warn( - "UltraNest could not be imported. " - "Perhaps because cython was not correctly compiled?" + "UltraNest could not be imported. Perhaps " + "because cython was not correctly compiled?" ) from astropy import units as u @@ -56,13 +56,16 @@ def __init__( :func:`~species.data.database.Database.add_object` or :func:`~species.data.database.Database.add_companion`. spec_name : str - Name of the spectrum that is stored at the object data of ``object_name``. + Name of the spectrum that is stored at the object data + of ``object_name``. lambda_rest : float, None - Rest wavelength (um) of the emission line. The parameter is used for calculating - the radial velocity and its uncertainty. + Rest wavelength (um) of the emission line. The parameter + if used for calculating the radial velocity and its + uncertainty. wavel_range : tuple(float, float), None - Wavelength range (um) that is cropped from the spectrum. The full spectrum is used if - the argument is set to ``None``. + Wavelength range (um) that is cropped from the + spectrum. The full spectrum is used if the argument + is set to ``None``. Returns ------- @@ -115,23 +118,27 @@ def __init__( def subtract_continuum( self, poly_degree: int = 3, - plot_filename: str = "continuum.pdf", + plot_filename: Optional[str] = "continuum.pdf", spec_filename: Optional[str] = None, ) -> None: """ - Method for fitting the continuum with a polynomial function of the following form: - :math:`P = \\sum_{i=0}^{i=n}C_{i} * x^{i}`. The spectrum is first smoothed with a median - filter and then fitted with a linear least squares algorithm. + Method for fitting the continuum with a polynomial function of + the following form: :math:`P = \\sum_{i=0}^{i=n}C_{i} * x^{i}`. + The spectrum is first smoothed with a median filter and then + fitted with a linear least squares algorithm. Parameters ---------- poly_degree : int Degree of the polynomial series. - plot_filename : str - Filename for the plots with the continuum fit and the continuum-subtracted spectrum. + plot_filename : str, None + Filename for the plots with the continuum fit and the + continuum-subtracted spectrum. The plot is shown in an + interface window if the argument is set to ``None``. spec_filename : str, None - Output text file for writing the continuum-subtracted spectrum. The file will not be - created if the argument is set to ``None``. + Output text file for writing the continuum-subtracted + spectrum. The file will not be created if the argument + is set to ``None``. Returns ------- @@ -168,7 +175,10 @@ def subtract_continuum( # Create plot - print(f"Plotting continuum fit: {plot_filename}...", end="", flush=True) + if plot_filename is None: + print("Plotting continuum fit...", end="", flush=True) + else: + print(f"Plotting continuum fit: {plot_filename}...", end="", flush=True) mpl.rcParams["font.serif"] = ["Bitstream Vera Serif"] mpl.rcParams["font.family"] = "serif" @@ -345,12 +355,16 @@ def subtract_continuum( ax1.legend(loc="upper right", frameon=False, fontsize=12.0) ax2.legend(loc="upper right", frameon=False, fontsize=12.0) - plt.savefig(plot_filename, bbox_inches="tight") + print(" [DONE]") + + if plot_filename is None: + plt.show() + else: + plt.savefig(plot_filename, bbox_inches="tight") + plt.clf() plt.close() - print(" [DONE]") - # Overwrite original spectrum with continuum-subtracted spectrum self.spectrum[:, 1] = spec_cont_sub.flux @@ -371,22 +385,27 @@ def integrate_flux( self, wavel_int: Tuple[float, float], interp_kind: str = "linear", - plot_filename: str = "int_line.pdf", + plot_filename: Optional[str] = "int_line.pdf", ) -> Union[np.float64, np.float64]: """ - Method for calculating the integrated line flux and error. The spectrum is first - interpolated to :math:`R = 100000` and then integrated across the specified wavelength - range with the composite trapezoidal rule of ``np.trapz``. The error is estimated with - a Monte Carlo approach from 1000 samples. + Method for calculating the integrated line flux and error. The + spectrum is first interpolated to :math:`R = 100000` and then + integrated across the specified wavelength range with the + composite trapezoidal rule of ``np.trapz``. The error is + estimated with a Monte Carlo approach from 1000 samples. Parameters ---------- wavel_int : tuple(float, float) - Wavelength range (um) across which the flux will be integrated. + Wavelength range (um) across which the flux + will be integrated. interp_kind : str - Kind of interpolation kind for ``scipy.interpolate.interp1d`` (default: 'linear'). - plot_filename : str + Kind of interpolation kind for + ``scipy.interpolate.interp1d`` (default: 'linear'). + plot_filename : str, None Filename for the plot with the interpolated line profile. + The plot is shown in an interface window if the argument + is set to ``None``. Returns ------- @@ -396,7 +415,10 @@ def integrate_flux( Flux error (W m-2). """ - print(f"Plotting integrated line: {plot_filename}...", end="", flush=True) + if plot_filename is None: + print("Plotting integrated line...", end="", flush=True) + else: + print(f"Plotting integrated line: {plot_filename}...", end="", flush=True) n_samples = 1000 @@ -584,12 +606,16 @@ def integrate_flux( ax1.legend(loc="upper right", frameon=False, fontsize=12.0) - plt.savefig(plot_filename, bbox_inches="tight") + print(" [DONE]") + + if plot_filename is None: + plt.show() + else: + plt.savefig(plot_filename, bbox_inches="tight") + plt.clf() plt.close() - print(" [DONE]") - wavel_mean, wavel_std = np.mean(mean_sample), np.std(mean_sample) print(f"Mean wavelength (nm): {1e3*wavel_mean:.2f} +/- {1e3*wavel_std:.2f}") @@ -614,13 +640,14 @@ def fit_gaussian( min_num_live_points: float = 400, bounds: Dict[str, Union[Tuple[float, float]]] = None, output: str = "ultranest/", - plot_filename: str = "line_fit.pdf", + plot_filename: Optional[str] = "line_fit.pdf", show_status: bool = True, double_gaussian: bool = False, ) -> None: """ - Method for fitting a Gaussian profile to an emission line and using ``UltraNest`` for - sampling the posterior distributions and estimating the evidence. + Method for fitting a Gaussian profile to an emission line and + using ``UltraNest`` for sampling the posterior distributions + and estimating the evidence. Parameters ---------- @@ -630,21 +657,26 @@ def fit_gaussian( Minimum number of live points (see https://johannesbuchner.github.io/UltraNest/issues.html). bounds : dict(str, tuple(float, float)), None - The boundaries that are used for the uniform priors of the 3 Gaussian parameters - (``gauss_amplitude``, ``gauss_mean``, and ``gauss_sigma``). Conservative prior - boundaries will be estimated from the spectrum if the argument is set to ``None`` - or if any of the required parameters is missing in the ``bounds`` dictionary. + The boundaries that are used for the uniform priors of the + 3 Gaussian parameters (``gauss_amplitude``, ``gauss_mean``, + and ``gauss_sigma``). Conservative prior boundaries will + be estimated from the spectrum if the argument is set to + ``None`` or if any of the required parameters is missing + in the ``bounds`` dictionary. output : str Path that is used for the output files from ``UltraNest``. plot_filename : str Filename for the plot with the best-fit line profile. + The plot is shown in an interface window if the + argument is set to ``None``. show_status : bool Print information about the convergence. double_gaussian : bool - Set to ``True`` for fitting a double instead of a single Gaussian. In that case, the - ``bounds`` dictionary may also contain ``'gauss_amplitude_2'``, ``'gauss_mean_2'``, - and ``'gauss_sigma_2'`` (otherwise conservative parameter boundaries are estimated - from the data). + Set to ``True`` for fitting a double instead of a single + Gaussian. In that case, the ``bounds`` dictionary may also + contain ``'gauss_amplitude_2'``, ``'gauss_mean_2'``, and + ``'gauss_sigma_2'`` (otherwise conservative parameter + boundaries are estimated from the data). Returns ------- @@ -721,7 +753,8 @@ def gaussian_function( @typechecked def lnprior_ultranest(cube: np.ndarray) -> np.ndarray: """ - Function for transforming the unit cube into the parameter cube. + Function for transforming the unit cube + into the parameter cube. Parameters ---------- @@ -748,7 +781,8 @@ def lnprior_ultranest(cube: np.ndarray) -> np.ndarray: @typechecked def lnlike_ultranest(params: np.ndarray) -> np.float64: """ - Function for calculating the log-likelihood for the sampled parameter cube. + Function for calculating the log-likelihood for the + sampled parameter cube. Parameters ---------- @@ -977,7 +1011,8 @@ def lnlike_ultranest(params: np.ndarray) -> np.float64: # Add samples to the database if mpi_rank == 0: - # Writing the samples to the database is only possible when using a single process + # Writing the samples to the database is only + # possible when using a single process species_db = database.Database() @@ -996,7 +1031,10 @@ def lnlike_ultranest(params: np.ndarray) -> np.float64: # Create plot - print(f"Plotting best-fit line profile: {plot_filename}...", end="", flush=True) + if plot_filename is None: + print("Plotting best-fit line profile...", end="", flush=True) + else: + print(f"Plotting best-fit line profile: {plot_filename}...", end="", flush=True) mpl.rcParams["font.serif"] = ["Bitstream Vera Serif"] mpl.rcParams["font.family"] = "serif" @@ -1183,8 +1221,12 @@ def lnlike_ultranest(params: np.ndarray) -> np.float64: ax1.legend(loc="upper left", frameon=False, fontsize=12.0) ax2.legend(loc="upper left", frameon=False, fontsize=12.0) - plt.savefig(plot_filename, bbox_inches="tight") + print(" [DONE]") + + if plot_filename is None: + plt.show() + else: + plt.savefig(plot_filename, bbox_inches="tight") + plt.clf() plt.close() - - print(" [DONE]") diff --git a/species/analysis/fit_model.py b/species/analysis/fit_model.py index 0efece3b..fb251d6d 100644 --- a/species/analysis/fit_model.py +++ b/species/analysis/fit_model.py @@ -2353,12 +2353,21 @@ def lnprior_ultranest(cube: np.ndarray) -> np.ndarray: params = cube.copy() for item in self.cube_index: - # Uniform priors for all parameters - params[self.cube_index[item]] = ( - self.bounds[item][0] - + (self.bounds[item][1] - self.bounds[item][0]) - * params[self.cube_index[item]] - ) + if item == "distance": + # Gaussian prior for the distance + params[self.cube_index[item]] = stats.norm.ppf( + cube[self.cube_index[item]], + loc=self.distance[0], + scale=self.distance[1] + ) + + else: + # Uniform priors for all parameters + params[self.cube_index[item]] = ( + self.bounds[item][0] + + (self.bounds[item][1] - self.bounds[item][0]) + * params[self.cube_index[item]] + ) return params diff --git a/species/core/init.py b/species/core/init.py index df52f7c8..9e287404 100644 --- a/species/core/init.py +++ b/species/core/init.py @@ -48,7 +48,7 @@ def __init__(self): if latest_version is not None and species.__version__ != latest_version: print(f"A new version ({latest_version}) is available!") - print("Want to stay informed about updates, bug fixes, and new features?") + print("Want to stay informed about updates?") print("Please have a look at the Github page:") print("https://github.com/tomasstolker/species") diff --git a/species/data/database.py b/species/data/database.py index a7b63e13..af75448a 100644 --- a/species/data/database.py +++ b/species/data/database.py @@ -616,6 +616,8 @@ def add_object( if verbose: print(f"Adding object: {object_name}") + else: + print(f"Adding object: {object_name}", end="", flush=True) if "objects" not in h5_file: h5_file.create_group("objects") @@ -1115,6 +1117,9 @@ def add_object( print(f" - {key}: {value[2]:.1f}") dset.attrs["specres"] = value[2] + if not verbose: + print(" [DONE]") + h5_file.close() @typechecked @@ -1453,21 +1458,18 @@ def add_samples( else: dset.attrs["binary"] = False - try: - int_auto = emcee.autocorr.integrated_time(samples) - print(f"Integrated autocorrelation time = {int_auto}") + print(f"Integrated autocorrelation time:") - except emcee.autocorr.AutocorrError: - int_auto = None + for i, item in enumerate(modelpar): + auto_corr = emcee.autocorr.integrated_time( + samples[:, i], quiet=True)[0] - print( - "The chain is shorter than 50 times the integrated autocorrelation time. " - "[WARNING]" - ) + if np.allclose(samples[:, i], np.mean(samples[:, i])): + print(f" - {item}: fixed") + else: + print(f" - {item}: {auto_corr:.2f}") - if int_auto is not None: - for i, item in enumerate(int_auto): - dset.attrs[f"autocorrelation{i}"] = float(item) + dset.attrs[f"autocorrelation{i}"] = float(auto_corr) h5_file.close() diff --git a/species/plot/plot_spectrum.py b/species/plot/plot_spectrum.py index 50880f43..9b0f34c9 100644 --- a/species/plot/plot_spectrum.py +++ b/species/plot/plot_spectrum.py @@ -1,5 +1,6 @@ """ -Module with a function for plotting a spectral energy distribution. +Module with a function for plotting a spectral energy distribution +that includes photometric and/or spectral fluxes. """ import os @@ -540,10 +541,12 @@ def plot_spectrum( if quantity == "flux": flux_scaling = wavelength + if "zorder" not in kwargs_copy: + kwargs_copy["zorder"] = 2. + ax1.plot( wavelength, flux_scaling * masked / scaling, - zorder=2, label=label, **kwargs_copy, ) @@ -587,10 +590,12 @@ def plot_spectrum( flux_scaling = wavelength if plot_kwargs[j]: + if "zorder" not in plot_kwargs[j]: + plot_kwargs[j]["zorder"] = 1. + ax1.plot( wavelength, flux_scaling * masked / scaling, - zorder=1, **plot_kwargs[j], ) else: @@ -627,22 +632,26 @@ def plot_spectrum( del plot_kwargs[j]["label"] if boxitem.flux[i][1] is None: + if "zorder" not in plot_kwargs: + plot_kwargs["zorder"] = 3. + ax1.errorbar( item, flux_scaling * boxitem.flux[i][0] / scaling, xerr=fwhm / 2.0, yerr=None, - zorder=3, **plot_kwargs[j], ) else: + if "zorder" not in plot_kwargs: + plot_kwargs["zorder"] = 3. + ax1.errorbar( item, flux_scaling * boxitem.flux[i][0] / scaling, xerr=fwhm / 2.0, yerr=flux_scaling * boxitem.flux[i][1] / scaling, - zorder=3, **plot_kwargs[j], ) @@ -726,11 +735,13 @@ def plot_spectrum( ) else: + if "zorder" not in plot_kwargs[j][key]: + plot_kwargs[j][key]["zorder"] = 2.5 + ax1.errorbar( masked[:, 0], flux_scaling * masked[:, 1] / scaling, yerr=flux_scaling * masked[:, 2] / scaling, - zorder=2.5, **plot_kwargs[j][key], ) @@ -810,6 +821,9 @@ def plot_spectrum( ) for i in range(boxitem.flux[item].shape[1]): + if "zorder" not in plot_kwargs[j][item][i]: + plot_kwargs[j][item][i]["zorder"] = 3. + ax1.errorbar( wavelength, flux_scaling * boxitem.flux[item][0, i] / scaling, @@ -817,12 +831,14 @@ def plot_spectrum( yerr=flux_scaling * boxitem.flux[item][1, i] / scaling, - zorder=3, **plot_kwargs[j][item][i], ) else: if boxitem.flux[item][1] == 0.0: + if "zorder" not in plot_kwargs[j][item]: + plot_kwargs[j][item]["zorder"] = 3. + ax1.errorbar( wavelength, flux_scaling * boxitem.flux[item][0] / scaling, @@ -834,17 +850,18 @@ def plot_spectrum( uplims=True, capsize=2.0, capthick=0.0, - zorder=3, **plot_kwargs[j][item], ) else: + if "zorder" not in plot_kwargs[j][item]: + plot_kwargs[j][item]["zorder"] = 3. + ax1.errorbar( wavelength, flux_scaling * boxitem.flux[item][0] / scaling, xerr=fwhm / 2.0, yerr=flux_scaling * boxitem.flux[item][1] / scaling, - zorder=3, **plot_kwargs[j][item], ) @@ -885,12 +902,14 @@ def plot_spectrum( if "label" in kwargs_copy: del kwargs_copy["label"] + if "zorder" not in kwargs_copy: + kwargs_copy["zorder"] = 4. + ax1.errorbar( wavelength, flux_scaling * boxitem.flux[item] / scaling, xerr=fwhm / 2.0, yerr=None, - zorder=4, mfc="white", **kwargs_copy, ) @@ -904,12 +923,14 @@ def plot_spectrum( if "mfc" in kwargs_copy: del kwargs_copy["mfc"] + if "zorder" not in kwargs_copy: + kwargs_copy["zorder"] = 4. + ax1.errorbar( wavelength, flux_scaling * boxitem.flux[item] / scaling, xerr=fwhm / 2.0, yerr=None, - zorder=4, mfc="white", **kwargs_copy, ) @@ -943,28 +964,34 @@ def plot_spectrum( else: if residuals.photometry[item].ndim == 1: + if "zorder" not in plot_kwargs[obj_index][item]: + plot_kwargs[obj_index][item]["zorder"] = 2. + ax3.errorbar( residuals.photometry[item][0], residuals.photometry[item][1], - zorder=2, **plot_kwargs[obj_index][item], ) elif residuals.photometry[item].ndim == 2: for i in range(residuals.photometry[item].shape[1]): if isinstance(plot_kwargs[obj_index][item], list): + if "zorder" not in plot_kwargs[obj_index][item][i]: + plot_kwargs[obj_index][item][i]["zorder"] = 2. + ax3.errorbar( residuals.photometry[item][0, i], residuals.photometry[item][1, i], - zorder=2, **plot_kwargs[obj_index][item][i], ) else: + if "zorder" not in plot_kwargs[obj_index][item]: + plot_kwargs[obj_index][item]["zorder"] = 2. + ax3.errorbar( residuals.photometry[item][0, i], residuals.photometry[item][1, i], - zorder=2, **plot_kwargs[obj_index][item], ) @@ -979,10 +1006,12 @@ def plot_spectrum( ) else: + if "zorder" not in plot_kwargs[obj_index][key]: + plot_kwargs[obj_index][key]["zorder"] = 1. + ax3.errorbar( value[:, 0], value[:, 1], - zorder=1, **plot_kwargs[obj_index][key], ) diff --git a/species/util/dust_util.py b/species/util/dust_util.py index 6e60de3f..99f293b1 100644 --- a/species/util/dust_util.py +++ b/species/util/dust_util.py @@ -8,7 +8,6 @@ from typing import Optional, Union, Tuple, List, Dict import h5py -import PyMieScatt import numpy as np from typeguard import typechecked @@ -195,6 +194,9 @@ def dust_cross_section( Extinction cross section (um2) """ + # Importing here because it causes an error with Python 3.10 + import PyMieScatt + c_ext = 0.0 for i, item in enumerate(radii): diff --git a/species/util/plot_util.py b/species/util/plot_util.py index 0dfff46f..b31132d2 100644 --- a/species/util/plot_util.py +++ b/species/util/plot_util.py @@ -402,12 +402,19 @@ def update_labels(param: List[str]) -> List[str]: item_name = item_name.replace("_", "\\_") param[i] = rf"$\mathregular{{b}}_\mathregular{{{item_name}}}$" + elif item[0:11] == "wavelength_": item_name = item[11:] if item_name.find("\\_") == -1 and item_name.find("_") > 0: item_name = item_name.replace("_", "\\_") param[i] = rf"$\mathregular{{c}}_\mathregular{{{item_name}}}$ (nm)" + elif item[-6:] == "_error": + item_name = item[:-6] + if item_name.find("\\_") == -1 and item_name.find("_") > 0: + item_name = item_name.replace("_", "\\_") + param[i] = rf"$\mathregular{{f}}_\mathregular{{{item_name}}}$" + elif item[0:9] == "corr_len_": item_name = item[9:] if item_name.find("\\_") == -1 and item_name.find("_") > 0: