diff --git a/.gitignore b/.gitignore index c7657cd..ade9dbe 100644 --- a/.gitignore +++ b/.gitignore @@ -167,6 +167,7 @@ src/cedalion/_version.py # rendered example notebooks docs/examples/*.ipynb +docs/examples/*/*.ipynb # API documentation from sphinx-apidoc docs/api/* diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 530c6f7..ee904d8 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,11 +4,13 @@ repos: # Ruff - repo: https://github.com/astral-sh/ruff-pre-commit # Ruff version. - rev: v0.5.4 + rev: v0.7.0 hooks: - # Run the linter. - id: ruff files: ^src/cedalion/ - # Run the formatter. - #- id: ruff-format - # files: ^src/cedalion/ +- repo: https://github.com/kynan/nbstripout + rev: 0.7.1 + hooks: + - id: nbstripout + files: ^examples/ + diff --git a/docs/_static/IBS_Logo_sm.png b/docs/_static/IBS_Logo_sm.png new file mode 100644 index 0000000..b6e00db Binary files /dev/null and b/docs/_static/IBS_Logo_sm.png differ diff --git a/docs/conf.py b/docs/conf.py index aa334b5..a31c5c4 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -69,3 +69,8 @@ # -- sphinx_autodoc_typehints ------------------------------------------------- always_use_bars_union = True + +# -- Nbsphinx gallery ---------------------------------------------------------------- +nbsphinx_thumbnails = { + 'examples/*/*': '_static/IBS_Logo_sm.png', +} \ No newline at end of file diff --git a/docs/examples.rst b/docs/examples.rst new file mode 100644 index 0000000..c895597 --- /dev/null +++ b/docs/examples.rst @@ -0,0 +1,62 @@ +Examples +======== + +.. contents:: + :local: + +Getting Started and IO +---------------------- + +.. nbgallery:: + :glob: + + examples/getting_started_io/* + +Signal Quality +----------------------- + +.. nbgallery:: + :glob: + + examples/signal_quality/* + +Modeling +----------------------- + +.. nbgallery:: + :glob: + + examples/modeling/* + +Head Models and Image Reconstruction +------------------------------------- + +.. nbgallery:: + :glob: + + examples/head_models/* + +Machine Learning and Data Driven Methods +---------------------------------------- + +.. nbgallery:: + :glob: + + examples/machine_learning/* + +Data Augmentation +----------------------- + +.. nbgallery:: + :caption: Coming soon + :glob: + + examples/data_augmentation/* + +Plots & Visualization +----------------------- + +.. nbgallery:: + :glob: + + examples/plots_visualization/* diff --git a/docs/examples/Makefile b/docs/examples/Makefile index 3dd98cd..37e4f29 100644 --- a/docs/examples/Makefile +++ b/docs/examples/Makefile @@ -1,31 +1,25 @@ -EXAMPLE_NOTEBOOKS = 00_test_installation.ipynb \ - 10_xarray_datastructs_fnirs.ipynb \ - 11_recording_container.ipynb \ - 12_plots_example.ipynb \ - 13_data_structures_intro.ipynb \ - 20_scalp_coupling_index.ipynb \ - 21_data_quality_and_pruning.ipynb \ - 22_motion_artefacts_and_correction.ipynb \ - 31_glm_basis_functions.ipynb \ - 32_glm_fingertapping_example.ipynb \ - 33_glm_illustrative_example.ipynb \ - 34_store_hrfs_in_snirf_file.ipynb \ - 40_image_reconstruction.ipynb \ - 41_photogrammetric_optode_coregistration.ipynb \ - 42_1010_system.ipynb \ - 43_crs_and_headmodel.ipynb \ - 50_finger_tapping_lda_classification.ipynb - - - +EXAMPLE_NOTEBOOKS = getting_started_io/00_test_installation.ipynb \ + getting_started_io/10_xarray_datastructs_fnirs.ipynb \ + getting_started_io/11_recording_container.ipynb \ + getting_started_io/13_data_structures_intro.ipynb \ + getting_started_io/34_store_hrfs_in_snirf_file.ipynb \ + plots_visualization/12_plots_example.ipynb \ + machine_learning/50_finger_tapping_lda_classification.ipynb \ + modeling/31_glm_basis_functions.ipynb \ + modeling/32_glm_fingertapping_example.ipynb \ + modeling/33_glm_illustrative_example.ipynb \ + signal_quality/20_scalp_coupling_index.ipynb \ + signal_quality/21_data_quality_and_pruning.ipynb \ + signal_quality/22_motion_artefacts_and_correction.ipynb \ + head_models/40_image_reconstruction.ipynb \ + head_models/41_photogrammetric_optode_coregistration.ipynb \ + head_models/42_1010_system.ipynb \ + head_models/43_crs_and_headmodel.ipynb .PHONY: notebooks notebooks: $(EXAMPLE_NOTEBOOKS) -$(EXAMPLE_NOTEBOOKS) : %.ipynb : ../../examples/%.ipynb +$(EXAMPLE_NOTEBOOKS): %.ipynb : ../../examples/%.ipynb jupyter nbconvert --ExecutePreprocessor.store_widget_state=True --to notebook \ - --execute --output-dir=. $^ - -clean: - rm -f $(EXAMPLE_NOTEBOOKS) + --execute --output-dir=$(dir $@) $< \ No newline at end of file diff --git a/docs/examples/index.md b/docs/examples/index.md deleted file mode 100644 index 1f71647..0000000 --- a/docs/examples/index.md +++ /dev/null @@ -1,9 +0,0 @@ -# Examples - -This section contains Jupyter notebooks that illustrate functionality of the toolbox. - -```{toctree} -:maxdepth: 2 -:glob: -* -``` diff --git a/docs/index.md b/docs/index.md index 359c553..1028c51 100644 --- a/docs/index.md +++ b/docs/index.md @@ -7,12 +7,11 @@ A python-based framework for the data driven analysis of multimodal fNIRS and DO ```{toctree} :maxdepth: 1 :caption: Contents -:titlesonly: rationale.md getting_started/index.md data_structures/index.md -examples/index.md +examples community/index.md API references.rst diff --git a/examples/12_plots_example.ipynb b/examples/12_plots_example.ipynb deleted file mode 100644 index 8b7a77a..0000000 --- a/examples/12_plots_example.ipynb +++ /dev/null @@ -1,602 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Visualization Examples using Cedalion Plot Functions\n", - "This notebook will be continuously extended. We un-necessarily re-import cedalion dependencies to clarify which of these are needed for the plots in each corresponding cell. PLEASE NOTE: we are in the process of re-organizing the locations for our plotting functions. This notebook will be kept up to date with the latest release to enable an easy look up. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Importing Packages\n", - "### 3rd party plotting packages\n", - "Most of Cedalion's plotting functionality is based on Matplotlib and Pyvista packages" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import pyvista as pv\n", - "#pv.set_jupyter_backend('server') # this enables interactive plots\n", - "pv.set_jupyter_backend('static') # this enables static rendering\n", - "#pv.OFF_SCREEN=True\n", - "\n", - "import matplotlib.pyplot as p" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Other packages that will be useful in this notebook\n", - "Dependencies for data processing and manipulation. " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import time\n", - "import numpy as np\n", - "import xarray as xr" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load Data for Visuatization\n", - "This cell fetches a variety example datasets from the cloud for visualization. This can take a bit of time." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "import cedalion\n", - "import cedalion.datasets\n", - "import cedalion.io\n", - "import cedalion.imagereco.forward_model as fw\n", - "\n", - "# Loads a high-density finger tapping fNIRS example snirf dataset into a recording container\n", - "cedalion.units\n", - "rec = cedalion.datasets.get_fingertappingDOT()\n", - "\n", - "# Loads a photogrammetric example scan\n", - "fname_scan, fname_snirf, fname_montage = cedalion.datasets.get_photogrammetry_example_scan()\n", - "pscan = cedalion.io.read_einstar_obj(fname_scan)\n", - "\n", - "# Loads a precalculated example fluence profile that does not belong with this recording though\n", - "fluence_all, fluence_at_optodes = cedalion.datasets.get_precomputed_fluence(\"fingertappingDOT\", \"colin27\")\n", - "\n", - "# Lads a segmented MRI Scan (here the Colin27 average brain) and creates a TwoSurfaceHeadModel\n", - "SEG_DATADIR, mask_files, landmarks_file = cedalion.datasets.get_colin27_segmentation()\n", - "head = fw.TwoSurfaceHeadModel.from_segmentation(\n", - " segmentation_dir=SEG_DATADIR,\n", - " mask_files = mask_files,\n", - " landmarks_ras_file=landmarks_file\n", - ")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting Time Series Using Matplotlib\n", - "We are working on a nice function that abstracts most of the work away from you. Until then you will have use standard python matplotlib functions." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.nirs as nirs\n", - "import cedalion.plots as plots\n", - "import matplotlib.pyplot as plt \n", - "\n", - "# calculate HbO/HbR from raw data\n", - "dpf = xr.DataArray(\n", - " [6, 6],\n", - " dims=\"wavelength\",\n", - " coords={\"wavelength\": rec[\"amp\"].wavelength},\n", - " )\n", - "rec[\"conc\"] = nirs.beer_lambert(rec[\"amp\"], rec.geo3d, dpf, spectrum = \"prahl\")\n", - "# rename events\n", - "rec.stim.cd.rename_events(\n", - " {\"1\": \"rest\", \"2\": \"Tapping/Left\", \"3\": \"Tapping/Right\", \"4\": \"Squeezing/Left\", \"5\": \"Squeezing/Right\"}\n", - " )\n", - "\n", - "# select which time series we work with\n", - "ts = rec[\"conc\"]\n", - "\n", - "# Thanks to the xarray DataArray structure, we can easily select the data we want to plot\n", - "# plot four channels and their stim markers\n", - "f, ax = plt.subplots(4, 1, sharex=True, figsize=(12, 6))\n", - "for i, ch in enumerate([\"S1D1\", \"S1D2\", \"S7D9\", \"S7D11\"]):\n", - " ax[i].plot(ts.time, ts.sel(channel=ch, chromo=\"HbO\"), \"r-\", label=\"HbO\")\n", - " ax[i].plot(ts.time, ts.sel(channel=ch, chromo=\"HbR\"), \"b-\", label=\"HbR\")\n", - " ax[i].set_title(f\"Ch. {ch}\")\n", - " # add stim markers using Cedalion's plot_stim_markers function\n", - " cedalion.plots.plot_stim_markers(ax[i], rec.stim, y=1)\n", - " ax[i].set_ylabel(r\"$\\Delta$ c / uM\")\n", - "\n", - "ax[0].legend(ncol=6)\n", - "ax[3].set_label(\"time / s\")\n", - "ax[3].set_xlim(0,100)\n", - "plt.tight_layout()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Scalp Plot\n", - "Plots a metric, e.g. channel quality or amplitude at a time point on the scalp." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/miniconda3/envs/cedalion_240902/lib/python3.11/site-packages/xarray/core/variable.py:338: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n", - " data = np.asarray(data)\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.plots as plots\n", - "import cedalion.sigproc.quality as quality\n", - "import matplotlib.pyplot as plt \n", - "\n", - "n_channels = len(rec[\"amp\"].channel)\n", - "# Calculate channel SNR to display as a metric in the plot\n", - "snr, snr_mask = quality.snr(rec[\"amp\"], 3)\n", - "# the plots \"metric\" input needs dimension (nchannels,) so we focus on the 760nm wavelength for each channel\n", - "snr_metric = snr.sel(wavelength=\"760\").values\n", - "\n", - "# Create scalp plot showing SNR in each channel\n", - "fig, ax = plt.subplots(1,1)\n", - "plots.scalp_plot(\n", - " rec[\"amp\"],\n", - " rec.geo3d,\n", - " snr_metric, \n", - " ax, \n", - " cmap=\"jet\", title='760nm Channel SNR Scalp Plot', vmin=0, vmax=n_channels, cb_label=\"SNR\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting Time Series Using an interactive GUI\n", - "run_vis() from the vis.timeseries package" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "from cedalion.vis import time_series\n", - "\n", - "# this calls a GUI to interactively select channels from a 2D probe. \n", - "# Input is a recording container, you can choose which time series (e.g. raw, OD, concentrations) in the container to plot\n", - "\n", - "# UNCOMMENT to use the GUI. Commented out for documentation autogeneration purposes.\n", - "#time_series.run_vis(rec)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "![GUI_Snapshot](../img/time_series_guiexample.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting an fNIRS Montage in 3D\n", - "Using **plot_montage3D()**" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.plots\n", - "\n", - "# use the plot_montage3D() function. It requires a recording container and a geo3d object\n", - "cedalion.plots.plot_montage3D(rec[\"amp\"], rec.geo3d)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting a Headmodel\n", - "For instance the default Colin27 or ICBM152, using **plot_surface()**" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.plots\n", - "\n", - "plt = pv.Plotter()\n", - "cedalion.plots.plot_surface(plt, head.brain, color=\"#d3a6a1\")\n", - "cedalion.plots.plot_surface(plt, head.scalp, opacity=.1)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Adding a montage to the headmodel\n", - "For this the montage has to be registered to the headmodel's scalp first. Then we use **plot_labeled_points**" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "geo3d_snapped = head.align_and_snap_to_scalp(rec.geo3d)\n", - "\n", - "# now we plot the head same as before...\n", - "plt = pv.Plotter()\n", - "cedalion.plots.plot_surface(plt, head.brain, color=\"#d3a6a1\")\n", - "cedalion.plots.plot_surface(plt, head.scalp, opacity=.1)\n", - "# but use the plot_labeled_points() function to add the snapped geo3d. The flag \"show_labels\" can be used to show the source, detector, and landmark names \n", - "cedalion.plots.plot_labeled_points(plt, geo3d_snapped, show_labels=True)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also easily remove the EEG landmarks for a better visual..." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.dataclasses as cdc\n", - "# keep only points that are not of type \"landmark\", i.e. source and detector points\n", - "geo3d_snapped = geo3d_snapped[geo3d_snapped.type != cdc.PointType.LANDMARK]\n", - "\n", - "# now we plot the head same as before...\n", - "plt = pv.Plotter()\n", - "cedalion.plots.plot_surface(plt, head.brain, color=\"#d3a6a1\")\n", - "cedalion.plots.plot_surface(plt, head.scalp, opacity=.1)\n", - "# but use the plot_labeled_points() function to add the snapped geo3d. The flag \"show_labels\" can be used to show the source, detector, and landmark names \n", - "cedalion.plots.plot_labeled_points(plt, geo3d_snapped, show_labels=True)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Surface Plot of 3D Scans\n", - "Uses the same function as for head models, **plot_surface()**" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.plots\n", - "\n", - "plt = pv.Plotter()\n", - "get_landmarks = cedalion.plots.plot_surface(plt, pscan, opacity=1.0)\n", - "plt.show(interactive = True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Interactive 3D Plot to select Landmarks\n", - "using **plot_surface** with \"pick_landmarks = True\". Here we use a photogrammetric scan, and the landmarks are indicated by green dots. Right-clicking again on an existing landmark changes the label." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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H+kd6kBPX7XeeQEPKZO6FeGd1yx/kh1KPJr0r3j2eHCjOh0zgwzWhWb98mNxj9jPsFLD8fSHcjeyaWwDPHy52o8LmFshu4WjUTbe1WGjc4x/y4n4LLJbY+/Pxjlr+kIc8BDC7yxeH7FmdO4N2xRA4OhEo3OOwYfB7fLZCy/gL/z//5//MX5csLhSAIGZmrfkL80VOZNVey2Qe3nu9xUU81HllXWJfBQ7oemaEeOQjH5l5MR5Q3f0pvIjt/8mf/Amhb8jJQgTr5vvT+/6XyTgTrln7gwOkhPCDA9LBHve4x+2PMKgWNIsvx74K4+rNLeYrW4XYV7Hs+txOD2Y6CAqnWcxv2ZLR/F1nd2cz0X2VXxTksz+KfXWxx/WDAaHb1IH+kR7kxHX7nf/JJyUoJVGSu+UP8kOpR5PeFe8eTw4U50Mm8OGa0APqtxuzNBfnLIpg7nWuZJhnHol7LZB5s3CLmJ9sre+ApJr7udTt5R7/kBf3W2CxxJ5nRN2hcULuiuuuuy7rlLeH7FmdLYOdGwJHMwL3vAKA/b7rP00CBPIi8yV6j+wfTPk05HUew8ls3LOsHbOvdM+zj9Tu2z1OMgaAIWSP6wt7ixWHilnw68JamL/WYrXPsgyezfRFLqYsTG3+fg/0bpZDveszM3/1zE6fTff8Jbt35/k27ZbhJJsIIkBmX5x9nnXaTVU0+9bc87mdHsx0dBed53a0ryt4q+/rVvf6oiC//zoJ/R4MCF2xD/SP9CAnrtvv/MaF7FNl9m4VB/mh1KNJ7w7nHk8OFOdDJvDhndC5f9p7RZLngdXdvd7KUsbt9Vb21zTP39TcuouFxjydIuqifwsslthZaoS9gjn7YjZrWadcP2TP6mwZ7NwQOJoRuOcVANDBEZy8hGjqJH2fZ6+uPXDMaNn+WD2pmJkh92hhf94urutLxji7H0n7I8ABlVmU9rGakGIy65ccFL/3e783v2PAAUmYFSb4jJOuP/r8LeA5SoH9ZOFZU3D6Y489dv5muZtx03m+3bNOZ2/WM0+bc4sdzHRkdkH8f7qxCvN0nd3an2e118jPFfJgQJjb2l6vzB34QU7cXnuZe3Ff/S74Q6lHkz5X8oVdmTveQybw4ZrQ7MOBoNL9QYztwBbAMven5T3KHAI0evEtsFhiYyK8x7ULEMtmLfvE4+0he1b3mCx7awgctQjslwKA4QSWw2ZeZH4kn9r+7H0IoFnKar5rscDNY+DPoCcOuB/mIIv3QtthSYG9HhddpEVpH/YPpCRZI6KRxBdsTkzC6ezTc7EEzvIy8TlO5Nw9egHhiUS/e91GZ1/y/OQnP8kcQPdVILtOoBsn3SRRcwtnzxhBvfvzjNHpHi0czHRkAYUkCSFF4P44IO3R9b7e9hr5uf0eDAhzW9vPKwc5cfvZy9xiB/mh1KNJnyvnYl05ZAIfrgnN/l728xOAND6LBez87RwCNHrxLbBYYpOhe56gvi50ZHfgPFtA5uSQPatdAezEEDjKEbhnF6AMIKKRsl1UCNlhQ6j9Qe28886jGDsGsP3H/OX5XM5I5PzFDsFdMjay6oqViF1g7rE7fNPh3/tpTcxaW5T2IbuY/Fn/JWaLjSrJ3AzUi+UElcmJUoE1kRSWWYKLeaAghwwZ7ilAJqJ5iu1xi5167tEfhpgQUgxRMUujuUcL2dvsGcOw193ka6/FuMh2S+973/v2uHsw00HiKXg/YX/EYOzR7B5v2cICmsL3HDud7XFr7tteIz+3x4MBYW5r+3nlICduP3uZW+wgP5R6NOlz5VysK4dM4MM1oc973vP4pOLP8B4/sclZPE8Q8GIBnrVzCNDoxbfAYon9yU9+ErTnhxSTYvbVmXVK4UP2rM4vmN01BI4iBOamB5pnJ2CS+wINvGduzvXu0mo3PRktZ7u6Yv6fJ5c8n93ksckQx4zdlWevDXbvdk/wSqIunp3dK92TfeXU6xbY60mW9wa3zu4WB3stxp61mcycZAXmCjz3CiUPvn3WTPG6yTrFAp2tVBCqsVc55784D0TZY8A+ADgCzdNIZukhC8e+9mqYXbcLCNCRGGf2rT3OWR3OIjgJFOve6laf+4wxX6zbdEvOPenGsdB1Nw0oxRY8HdTN0gqxAsA32dwesyvsQpWlCSLV1X6mal0w8nvFZ1+Czb6+YBD2s8e9/pFmHw4Lm7iD73dhH0qA1qNJz6ZjX3+PBzPeXgi8V3kO14RmKbZ4kH7xi1/Mfqr3OP/rv/7r7BOb17lpQGd/pOxRMfvoYCv0Pa5333azFHQ/lrnVIzS6yB/8t0C3qdljXxSxQZg9yLv4zD1hm5fM3ehhD3vY7E/FBT+rex3L3H7tiiFgCMxGwJv9JjufRwHAapt5epxyyikk3pldd69/gevXr888jMmk9r3vfW92+eycuAI+Avi8gB7x2g8KAAEAjA5hCC8m0Hb2x1MmM2saJEXN3G3Ji8rb7PpcBOZeoeTBt4/tJOsxeyW7PNJy/MM//MPs6/tzvi/CQd0NGzZkFPykk07qfl/ObpOBZAohXbMoNPvWvs67gGQ+M0Qv0MjcwnwhZfnv4NYEh3QLdKvP/sbqPmPM16c+9alu4e4JD2oWs44y43D6XwrAgqeD9gnYzfbDJtJ9rxARw5AlHkFBYo2rK9L8JwtGfq/4zN9XdnfBIOxnj3tVAA5m4hal3wV8KAFXjyY9m4h9/T0ezHh7IfBe5TlcE0psT5apE06J7XnuA4+0ZMvhE7sbnNr9a93rQPZoYWEKQI/Q6Ap88N8C3aYW6+O022D28Y5pH6K/B5i8JfF/xiJQwvewJC74We12PXssc7u2K4aAITAbgQNTAKiJe1/mFE4W/NkN7esvELtsN1UfbutsIcwOu5hM2EKLD+WsKUhS5ibEUkC3zX012C2QneyVW2S39vVtukcLc99i8+4uSpBKnO0O2OyJ+Ac+rf71X/8101WgkoiNkN3qcwWeeyUrvFjtd7vOjFt8w+GO0r24PyfzQ8TyQjcAl6V25ggnFpK1kav+//2//5epB+Dwp3/6p/vTF2W6gFx88cXZU4Edi9RSX/ziF0n3SXfENLO1QqZcwf7JLjq75W71PT7leaK6cpI5FP8inMoAmcTSyMnOFQjJl02WYp/z2SsAtL+w6cgEm10X7x0ebxrnIgyDrQkYQtb1PW4WNnuYnC8M+X3hs0fje307eyAH88zvtfF9/ZEueOL2c6T76nfBH0rZ6GZjtYiTTuP7+ns8yPEuusD7kudwTSifHt2o0+zp5aMj+8RmExtMGPwZ8l2TOStyfggUAGazF2jsC3m6O9BvgX01dfBi8zGYGfjRuPh4//KXv8waKR+MfOxjXsw+3rMP5OwPavbrwp7VfY1ldst2bggYAnsgcMAKAPW7MQBd7xcuzvMXuG7dunl2y0KRwD/77W9/O5/LxCN25ZunwW4ZTvb1Hc+tfX2bzq6+r/PR0dGXv/zl+8rCxqcbLHOPrePnCjz3Sre7RWm/2xrLFJknJUZuNLTu9Xs8uUeIWNRmlYOp2evB5/uHP/zhe+ylW2A2IJj2s6ivvbb8qEc9ii/1bsXsZHb1PW5hb3vqU5+616a4CANAdcHOnRXYQwGgqQVMR1cAmmXPsn11jff//tv+u21ysgDk58Fndsv7Ol8ACPvZ4zx/pAubuIPvd2EfSl3oejTp+/p7PPjxLq7A88hzuCaUAXbJ5dw/RtL8w/4JaspuHRoFgKdl0dGYB/kD/RaYp6mDF5sEEo94xCPmTkR2hdTVpP3o/jXtcbKAZ3WesezRuL01BAyBLgKFff2JznMdyz0fpmwgynZg7ME0D43LGsGa/qMf/YiFPwy9BP5v2rSJD2LsskSy4ptx7rnnUoxYUl73c9OAeWRbrFvYp9lelz2PWanAmAQbw5OEgeCawnhf+9rXdleTF9bj4raPTQU5cZcnahaTJCYcgoMXJtgetZgRho/FlBVnJpGAY9zAMNsT0krULymhFowDyh5EHKs87BCKzGIxC8fkBmUTGfj0PFv27CFh9jZz58BwTmtdOXE/Y60Zr9bf//3fxxjPl0S2mp+5pc1u52Cmg8UHwOH7DF8sLP08yYS1sDzC9x9dM5Z9qZGzBZh73jvk5/aVXTkYEPbV5j1eP8iJu8f291XgID+UejTp+5L24K8fMoEP14QyQHba/pu/+ZvPfe5z/BnyiY1Cy0X8OfkzJE6AxxuKnH0CZKuCB4/qPbZwKNFYxG+BhYmN+prBy85o7CFDSAaJHJgUbFJ8cXCXbyW+pMg6MH/GiEP2rN7j9FkBQ+DIRiCHKtCjEdLyE5/4RGwJf//3f4+39zy9UJIFXBQDCDeO7POUtFv3agRgxtlGPPjw8E1wrx6LCX9vRMA+lO6Ns2YyGwKGgCFgCCw6AvubBnQBHWOQYE0WSwyh/bzO0wKxtrD/IAhIHTBPMbtlCBgChsDBIGAfSgeDntU1BAwBQ8AQOGIQ6KECAEa4iLACS2g/mRBZENwrapdccgnhktx6xStecchWZvcqiV00BAyBIx4B+1A64qfYBmgIGAKGgCFwjwj00AUo65tUDCRmwTEa2xuOmIT84j5OSBaJ3vH8xs8+S1zDRVy38R28R4mtwL0XAXMBuvfO3ZEkuX0oHUmzaWMxBAwBQ8AQWAACPVcAkImEG2TUIZB0X/I9+9nP/vjHP27sf1/4HDHXTQE4Yqby3j4Q+1C6t8+gyW8IGAKGgCFwMAgcCgUgk48sQB/84AfZAYCwYLZHZUGAnABPf/rTyfuebZV6MMOwuvcKBEic+kd/9EeISsrqbC+Ye4XYJuSRioB9KB2pM2vjMgQMAUPAEJgfgUOnAHTlIBcbO6SSlC1Let29bieGgCFgCBwWBOxD6bDAbp0aAoaAIWAIHC4EDoMCcLiGav0aAoaAIWAIGAKGgCFgCBgChkBvswAZvoaAIWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FgCkAfTUdJowhYAgYAoaAIWAIGAKGgCHQWwRMAegtvta6IWAIGAKGgCFgCBgChoAh0FcImALQV9NhwhgChoAhYAgYAoaAIWAIGAK9RcAUgN7ia60bAoaAIWAIGAKGgCFgCBgCfYWAKQB9NR0mjCFgCBgChoAhYAgYAoaAIdBbBEwB6C2+1rohYAgYAoaAIWAIGAKGgCHQVwiYAtBX02HCGAKGgCFgCBgChoAhYAgYAr1FwBSA3uJrrRsChoAhYAgYAoaAIWAIGAJ9hYApAH01HSaMIWAIGAKGgCFgCBgChoAh0FsETAHoLb7WuiFgCBgChoAhYAgYAoaAIdBXCJgC0FfTYcIYAoaAIWAIGAKGgCFgCBgCvUXAFIDe4mutGwKGgCFgCBgChoAhYAgYAn2FQKGvpDFhDAFDwBA4mhGYmJgYH59Kmjs23XVTo+VVBlc+9onnHs2A2NgNAUPAEDAEeoFArtPp9KJda9MQMAQMAUNgfxCA9JdL3p13XNmeunpy6kPrtrRH8rsCb+n6tcUbbhxatuZ3/vSifxoeHt6fpqyMIWAIGAKGgCGwPwjYCsD+oGRlDAFDwBBYfAQazYntm68Y23z+1g2dTpLm216+014WFjpe8e4N8VXXTLbq9dvXXfLgcx773Be+bHb3kywUTIzfcfvt+XzulFNPO/6EE2fftXNDwBAwBAwBQ2B+BEwBmB8fu2sIGAKGwCIjgMm/Vrtzy4bvja3/xzRJvZj/aRHeH7a9IJevBxvvGBkfL/l+biJq5ivhz3/+064CQN3fXHXlha//g6gT5XOdvF/M57zPf+OnJ6wxHWCRp8maMwQMAUPgCEbAFIAjeHJtaIaAIdBfCExOT9en1m5df/HOOz7T9iLPy+UKaaGSC/2870el8oqtm4rXXT155+2+x4pAp5PPd3K5kLNsGLD/S77z7ff+w5s7uTRNvelWs1T0quXCK57/xP/46o/WmA7QX7Nt0hgChoAh0L8ImALQv3NjkhkChsCRhMDmu6/detu/jm37bCtJfb9drLS9Qq6dYsFPqwPFjZuWX/65xviuQtoeieJc2k6mm00vV/b9OEra4IDbz1VXXvm2i95QDIMoior5Qt4veO1OI06DfPTLX/zMFIAj6WmxsRgChoAh0FMELAi4p/Ba44aAIWAIeFFrYu2NF2+6+W/SoBCE7Vyu40P7O165lBbC8ua7B772hanpyaEwnx+reSRmaDSTdidKO7kIbu8H5dDz/fx0KxmdaIaBn+Odnwa+V0/aYd5rh7mBYq7jdb73o7UWK2xPmyFgCBgChsD+IGArAPuDkpUxBAwBQ2CBCNx+0w/uvuX5uSRXKOeDNM3l24UQy0sQBsM33xD//PK4PhnkcqvLxdyOXbVGhOtPkuaSpJ00mn6aJn6QDFWGm1HSbKVx2s75Xj6Xa7fbfuA3W0kn6ATFUuT5FL/zznVnnnnWAqW0aoaAIWAIGAJHEwKmABxNs21jNQQMgUOLwK03/mDrhvM6uba3xAuJ8O2EnU5xy8bitb9p3HFHLWmVwmBlq9Ou51KvkUtzfitttJKkxQIAIQJxyiLAyoFi2mZZwE+SThQnBA208x1WAfIdL1/wpRLUW/nCUKUY3X7bLaYAHNrptd4MAUPAELi3ImAuQPfWmTO5DQFDoM8RuPWma2675vywit9OML6zvWFjbtOmZPPGTmOq4OO+38HA34brN2LRfVIBTTUiUXzPg+tD/tssEwSlkWq1WgrwFxqrtXZN1PAd8nMcHtfQC4gPzhc6g+V8qUxcgH/VDZN9jomJZwgYAoaAIdAPCNgKQD/MgslgCBgCRxoCZOx58x8+bvWa0kDRH59u1mpJLq3mcoPNVtyK0jiJw3wubrdbUTtOvFqjFaedtN2G9bch/l4nRSfo5CvFIieNKCmQJiiXKxWDZivK5fOeCpAgiEWDTjv1mklacIHCdGphAEfak2TjMQQMAUOgBwiYAtADUK1JQ8AQOIoRmJ6cXLdu3aWXfu+uLeGuCS8f5IaWDKxcXW3WOlPTbO2VxlE63YpzbRz921EM7/dSnQoyTPsEAcv478HzQ9J/4u6feD5Jgbyc7kL6URPCoEAeUGIJcugBHYKMvSjIee10fHzcFICj+NGzoRsChoAhsL8ImAKwv0hZOUPAEDAE5kdgclK7dH3jq1/52WWXTDWmYev5ZqfQyVX83F3rJtqpj+U/iZNWK23GUSPC1u+l7RTOT14gPH+w8cP8uejnSf5TJAag3owrpQDKn2fLX88rBkQR0walOmEYcMnPe612EhRw5iSj6PzS2V1DwBAwBAwBQ2AGAVMA7FEwBAwBQ2BxEBgbG/+LV788SmWnTxKCdMn5U27nOts3TZcLxY4XN6N4sha1ogRvH1h83sesj9lfVnys+6wBkOCzWiyXwjIZflAAKBgkfqGI/w96gUf5gjQBVfJICJQnNtgvaNGgzSJA3C6MjIzolh2GgCFgCBgChsC8CJgCMC88dtMQMAQMgQNBAH/9fD7A0J8jpU+UlItpczopBrmW55HKk7tk+cHS3/HaPrwf6k54L1SejcE8Zfj0vSDMl/xODvN+Mci3CA1mjUC7heUVKey1g4Kfy5P0s619ghUvkHTauXwB9t958tNebP4/BzJXVtYQMAQMgaMXAVMAjt65t5EbAobA4iJw4oknpjjw4I7j+fLel2NOrhVFZOyM2Nmrhf9Ou5DvJEmEzR+LPtRfln+d4f8Ds8e3P4gJCi7Iuwc9gc1+iQdIk05CIZYIFBvQKeQLbBJGHDC+QFIDfK8Zkw4o97jHPUEN2bEPBIiQvuvOdbfcfNOWzXe7NZTcMccet2LlyrMfdo4pTvvAzC4bAobAEYuAKQBH7NTawAwBQ+DQI/CUZz3ve9/6WpDPY9Qv5knWL5d+0v6wpReWfOftQxBvik8/ob5BWILNB4UCVB6HH5QCYoEx/OMghDoQFvAQUogwqULRE3D3x/mfEVGMnECtVhMXIPyHaBw3oKc9+8UXXPDyQz/e/u8R3j8xPv6LX/z0n9/+WoVSyI2KbZSBk+2VcaJiZaXzkEc++9nPe+ETn3xu/w/HJDQEDAFDYFEQcM6ni9KSNWIIGAKGwFGPwOc++9mL3vznov++l3ps/9tuNrKc/tj4C0rg7xg8xL1QKAyVS9j5Me3j6lOrt8j1Ce9X1K/z8oeb4u2T7f8FV8X5R+mC4pSmY5J/xin7/7IwEMfxs3/3ZRdd9DesPxz18P8vACYnJq666opvfO1LV/z0Kw7ndl4xFAqiQIMiztqFXxTYbQ3vqrwft+Por9/1mYc+7Jyh4eH/1ZC9MQQMAUPgiEPAVgCOuCm1ARkChsDhQ2DlqpWZTw92ZXz6G3V8/YtYm9nytxgGuPDUCQROEtYD2p1coxUVwwJsH28f1gwy9YDVgLBApn/FB5TDYi1tYvJXMtB2TisDuVykhQB2DdY+AG0FEHgvetGLjf1nc04ipvGx8bVrb/umeP+X0bfQqoSxEi3B+d2hmAvYPz/cIE0ryOO3VQqLuXf97R+iBvzVP37a1IDD9zdkPRsChsChQMAUgEOBsvVhCBgCRwkCy5Ytd/75bfF5ccw8RnqM9xyweHSDELf+DueoBxB6L+UN5XJeQRbpPFsBoxng9y/GmvNrjSZhA5wpa1CMM5FTFXwvSeUIhOUaH6DnnPeyc889EnxX4O533XnnzTfduHXLJsD7+mc/FOc6ZD49+5ynREnnxJNPfciZZ/MUMeQd27d3Hyc0rlNPO4OrkP7rrr36q//xbkIrXGC1AqlRrAo5frGCouVuAq+x/mP+J6MSERbc1Y+2XPBplr2Z/eJAkqu/66L/k6bNt/7jZ80pqIuznRgChsARhoC5AB1hE2rDMQQMgcOMwLve9c4Pve+foJZk6iffJ/Z6zoMA5xPMzh1cUFpxXGtEcuv388WCr4hfzNO5AA7abDRlnua/cxZyJn/4LLoDg8olHaX6h76K/OfYQjjmzne+94uzzjpr0cecmdLHxsbcUoS3dOnSNWtOXPReaJCOfnPllddfd803v/BvBT8FJ/QfdCIP5SifT7zyMi+N2vVWjl0UcIFqoV+hIyn82dnwwYN3fh41Cczg92hWBEZD/RVX7VZIstUVoaZAihyhFdB9vK2YFjQyqqk0rWkaaFzh24RdN9Kk+YBznvPnb7pojflW9WLirU1DwBA4rAiYAnBY4bfODQFD4IhDYP369Y99xJlw0CCQ+R+XHrhlMZChX5w0B4P38QNqRgoFhumzJkABAlLJ+ZkofyjcfsZijSmbAmT+QROAvhJGTCgxTuwsCUBa4ySCv960dvPiJrG5/rprP/GxD//mF9/HT8lpJhBicW40AfyZHvmYZzzv+S9iKKefdjqX9rrzABsSa7C53NjoLsrs2rmLuttnme1FvDvels2b4Nzf/MyHkxz0vVMIxNQ99jWDw+tfmy0QPHZB6CSBz+pJkULN2hQKgPZNJkCCEuL0ghREgJqX7EcOPloqcOZ+LnGw4AL7J3Uqc+ABPAqA6imKgpUUjc01xTVWZlh2QcdigSapJ0njrf/0eVsKEIZ2GAKGwBGEgCkAR9Bk2lAMAUOgPxD4w//7f39wyVfRATD/w54hl5yzIABr50IYslVAcWq6DsmUDuD0AjgoCgBXRJz1g0FanJZTEVRYr0hvh63BvFyUJyA4beO37uWCTdsnFmvQLmr2ygvf8Ac0SNLRGTu8JGLHYjon8WgS5APnt5Tk0QZyeTQWdBsyl4bFsNVoFcI80clQcyKeNWz+I7/SFhWSNHamd1SXQhte7/kY+9GREjY3CBiQRkzgNIOSQZ5eGJsXB7kwDcKok6at+orBoNBOtky2tIuaVkESyjjbPecKmWYxRXDhykMDaFTaJU3o4nIlvyyVZnkFfyyS/2Dppw7XpCvMaAu6DeDCleY6bdZvciRYTdLWgx/+VFsKcEDZiyFgCBwhCJgCcIRMpA3DEDAE+geBa6655rxnPJFYXlhmir++PHhyRALA/IkDgE+XiuHkdIMTSCo/EFpRUvF/hfZywEApKLM7hbI9wyDhaTtmU4BOKj1CLJWUlt6tt29ZlBWADRvWv/ed77jqp/8ta7gj7+oav6N2G35OIlP0ELgzArXTBKFhyqglcHFOMlcl7uBnA4F27jnIrwKQbqpQTcEO2cF7vO1l8veLhYJ0gHbsSkLZNWgggaEHAXycKDUEQIQ2MRJoQkNFf7ruN5o71TqFQRbA1IkO9SVnKgX+SlBXSEqUO2ExhXPnKTQjGkpA9lZg8gYBqaVDVYAYvDVGfgF81Hr/x77zkDPPykrYqyFgCBgC92oELAj4Xj19JrwhYAjsBwLpxO23rbvpxpu+8G8XTreWPO35L/uTN7x5P6otvAge81iiYct5fM07hO9CKDtZpn/ZpPO5ZkvMUhZmPNJhsW3M6RieHRFVt5B7Of9USu1TT8mtGPGOXeHX6rmt2/MbNnuFXOvY49te07tzU2HDeHznunVnHlwMAInyf3PVlRe+/tWyokN7xYX5LYLNPsOQ9xRSzjgkFs5ArGbAruVqD2OGM1ODc3QZzO7SSmD2Gi58Py9Lvc7RAPyCM6qLY1PW65D+aCAsFssoQjXWB1wsrhYLiM2lk06evY0ZKQVF3rHMo/iAXK0RLPeao+UQHQMciYFgaSLSTsmxpNMagnPucR4/5PbUNYYBlI75I4n0BLUqIfQmG5bezBy6pHLSr3Dj6uRYuPCCHMpK7vV//NzX/Pk/vfglF+wua78NAUPAELi3ImArAPfWmTO5DQFD4B4QaE/cduu6yy/9/s8u+SB0tpVE5NhpJUEtOuHB5zzsXz/8kXuofhC3CQN48mPOwmjOVr4Qyhjy6qz5EGKM6OLYju7DQB29FXeFaYsb61VsdMXq8Lwnpc96bDI8wD5grRD/oXyhqQjhdj32wnKYSwZ/+ZPW93/SPPtZf/XGN//lXGGzjW9POvmUedYHMur/1j9/Nawd8zhsOZNCTkcw+3YbDyWJxlVZxbUxGd8ZIuUZSZbIkp0FAS4zOoz3rFMwBBVUedFv8WkGRmFiddWmly/kq8UiPbbE3fNhKcSViD0OpE9ItZArTh6HHueoj/2dm0EYqJc0x64Kg7gXdepph2ZKqFVJWkdRkb+P6mVcXgNwCw+SwknPjezWDPt3femKfIE0CE71FtkRLLsu9y2n9KTtiNZYCuDkQQ99+t+/7T3zoKrKdhgChoAh0N8ImALQ3/Nj0hkChsCBIzA1OXHNb678xle+tOX2bx6zpnjTjfiftNhpl7Q5dZJpev50rXTp5b/oae78k49dBvF1/J8BwI+x8Yt6Rlj9IZ1Qamc+d8ZmcVNHoOXy88D7Bn/6x4X7HlOLoykYcFCSBRviyb1EeXECXOxpwm/no1Zx451Dd21IW/mnv/DVFw6NjGy4886pnTuzjcQ++eUv3/yzy/7wrX//kpft3WJ93bXXfOKjF//yJ9+VbuLoscizn8NlCUkd6nJP4i5v9FXhdiHQKoFkF8VPNSIxZked8fbnvZi3FASNlVsytFM603xoHEs/xL5ULBD3m+BYE6fFcpFizajFUgkt4MUv2g84KBMsDDhXHs7RLdSpEvjIVypoN5O0RhFcq5jYnF8ksY+CDqR1cEgKvPhnxqXhSMrdDF+D45JeJaZbDuC9cizpkhrQugNlNG5lYvXzUdLgnEaYiged/bTXv/nCHqVFckLYiyFgCBgCvUVAn2697cFaNwQMAUPgkCCAPXvLlnUb1n1/xaq/n5rMj+4orVp2/FU/bV93Zf3G9ZOTzVo+X4zbabPVSZP8N75zWS+yZ3YHyiLA4x95lmikM/7rRYQYd/lUiwBehxQ7BKo6Ci1OCXWGbL/2lfnznxrnYnHNYhG+SUJKse0sDY9rAQasVJfQas8r++2BuB5efUP7ttvDwZsa4bQ/3Wlf2vJxW8GsPlD2t49OXnHLlq5U2QnBvp/4+Ec/96kPyaHH+Ro5MZzTj74RRL+5AYNG+eCQOZ+R6ERXnFkctj1Dp1UAlyFHusWbkQ8rPnZ03rh7agleje8Q+gyO/zmXX8cxcsh3EODek1ANLg/jZqVDCwe04nUK+EsROBwU2CNZSokQm1Ewkjh+xJrkrp1xI8qRPihqF5ptZKZLZQVVdh83JDByGkumsgh/qQUao5sMybz7G9DNz8w7973oxHclWQTginQbQrG1CzNbNURx/Jmv/Np0AE2xHYaAIXAvREDWFTsMAUPAELhXIzA5OXnzjT+4c+2bNqz7nXZ60ebN8dRUqzS46+ab7/7t9Vt37YxWDa9I0vxUPYEvEpUbJ5M3sS7Qy4Plhbe/51/k3Z8xTBdUGkMdIaeY0mVHF9EmpJfMnpyffmrxbW8p/O4TJ/ykViykAyUyVvpJC0s/B1oDGoMYudqjrksFlGtGozt3NPyJBz+88/CHR+HZ4XWN+NuNJMq1i+X0uBUlFIdW0kQv6g4U6v+Fz332CY98wOc+/SFINkQbbQQPfvF1vOfZsUCu/LKyy+SONV3WcPYc5p8j6MT7YmjvQLK5BFFXVk3RbVWXRgJPz0z4AcZ5GnDpg2IR+jyRxIODw0FYxA2qiU+PG4giJPD8UUWovWz/UHA52khlYJ0EIo/XkHZMYwsERAE+cnSmRCH7+Q07/SVDQ7lKOVcKw1KhEvpl3KS0QTLi06Q7oWfGxiWRfg4nHzddCZQDdlKW4V8bq+kq/QhjTkBZEmr8AooXJOu080yacgsFHK940aN/eNmlassOQ8AQMATubQhYEPC9bcZMXkPAEJiFAOz2jtuubKcvHt3ZxDRLxhjIIzbkYqXQrA2vuzm3ZUsV/416s5XG+RY7SkGl28pU+ZjHPHZWMz05veCCCzZtuvuD73mHaCfO8XBK/NbzPuGtUMsw8KKYrJ6QZ29oefiBd7WKzXFS3eDfDgcnbIBtv2DT2jYYozN6AwxZJFYmcF/+RCTB9EteUM4307hxzDHLI++MS668vjMReLn6yuHBajk/NlYbquTuvHPdmWeexX5bV1155d+++U+bUR1uLks4TjMF/c7WIWRhdxTc8V63HiF7OIoLOoGcjghlVpgvV8iyI4Ytko1Aiu/lIsZ6+fAorxH5Tp3JX2AjrLuipJwpzvztdpQQAC22rSZkiCfpj9KJQtRndIakjT6AdkT7bdQ1SrVTvVUuT+kaaB/Y4LfV6yetHFleqm2sh3Gr1crFhFx47KMgOaWg6JdbYpHzEv3Jij/Ta/Z25qKk0LFbSdCptAZdz67pjVQiFDfpEgkeXXghFfLx31/4qh073mlhwQ4/ezEEDIF7EwJdu8i9SWiT1RAwBAyBiYnarTf9qlL60tYtn4+jpiiZ7M3w0XalEnaSgZ98r3j37eHEVPHYk0778a9/Pd3oTLfqoqRe+3fPf8XHPvbxQ4MhKsqVV1xx9dVXn3X22eecc043eJTr69at28mxY1t+1+se+oBmLklwdsEzHjM2hBfuKW1FhmgYKURa8ooCQ0uxzaekuMHpJU7x0veHt2wd/OEPG9fc6NWa6WCxcMyqY5qtiTiOt443Xviqtxx33PEf+McLI2Xih1p7hUAaCGZ81yrbbRW1W5l6cSqGFgH4atBeY1l3kHGUBfWO9R5FxC1iEKQrGq8ffY/IbSiz0aMGdEjgk4OuI5sUAqokcqPHuO5Yfr7NCgA2/SQmIDgIQ4YIwybmN8j5CQsCsvS3w2Lg9uMiARHy0A+6E5ObiYkSJ9lGJ+ovfMRw0g7vnmqh+DVc0iJir6OYH/QFmhV1d/AhnKSlGr8ZCKNntCgqiKQiegVxrtEwI1LwsFsgQFthoLzwlkFx7rfSSRyUYgKYtTlb+tq/eJfpAMLQDkPAELj3IGAKwL1nrkxSQ8AQ2I1Aoz55/RVvTvP/OTmqvbZmcux0/LDQrg5Vp8YHL/2Gd+tNfrlYYr+sY09aefV1d925ZSdF4XiQwO9d9queBgDsFvOef6MG/OzSi0+p/GMxN+H8aGQ1h+mizThLvOSFlcrO7rYVEymVkwwrCgoG8Ng1l1jZ/Mobr+tcfmXtt7dRK6yWw1KpxHLIeKNZq7PoAR8vlfMhQLV9HI4SmsDojv7AG4Jo1ZKoMxRYTjt06egwhnZRXi7QQMakHQ93gbmSQv4xlCeNDzoBbNqVxJ1JG/rSBFZ0yLXoNaxaP+zgm5bCoByGhPyysYD2SGjHoRQA5SBye4GpSRFzEnAWSByqQy3RDgoRBn0tJ8DM6QoBVPIBZz9xcOrmdTt3xZ2kVMC/C0ZOgUKUtBusNGgdQN5FWTtUc0K6qo7lu3G4acr61dqENBlqqvXsopSGTJeQEOgATE6aRugqSRshkaT9vBf92V+8YS+5mO75CbAShoAhYAgcDgTMBehwoG59GgKGwEIRgDFvXHfl1ORL643JmJDedgI9cw7jfrHcrgwM33h1+b+/lgv9Jfk8JDNHdsm1t68ndyQmbcpBSM87/xV9wv7BYP1d68Y3/EvnZIgrfuUin1iy45ZM1LJDw0czOzwUto3/De5DbItF/ktZ0uGimOXb9VItLd1y43ZK1Oul4YEwCEI8bXA0YoPeoFSEXuPb0/BbOPOICKMF5P1mhIE/DfzQUXOcdxyfFmnHu0eEl+65hECSA9YsYuxiAlh7cDn+4fXwcu6wAkHJgiJ2PXyrEJghiGi7RQtH5qHPXsRM5TosSiBEUCk1p2vq0svjtsVoRKmpxOFeqIW2ABHHWwpowiKrDVogQLUghJiKjEni5XI3XP1DenvCGdUfr62xp1gpzFNDHk5tUvf76DUIQzADOoFgcGqDyL3riGtOBt67ceo6/1TKlXTaAR1p8FylY6k3HEDKioWfj/NeK9UyR/BfX/oXBmM6ACDYYQgYAvcKBEwBuFdMkwlpCBgCQgD2f/l33jKy8lM4yMctXDxEAqFfBb+9dPVQnC755udqd/w2qAQV/EG8tBV5IXZn/P93jU2Ij/qd887/vQsv+pv+QfOXP/3+UG46arGllSfTPJy0jTU8c8En4jbFTV+pcMSnobMwUygyOXHwwvcSbNDtocnxNb/46c5tk53tk501p52cNMdrRDy0IKYYzkPxcxHfTrFQrKVRiH9NPuxERPQqBZF849WmW18Q8XXUX0oHp/JugWljcVf3ugOH1nIEji8k9nS6hGzkIsioFaQrYlVB7kCwevFkrQLgkuVxR03TDFzeKTBYz6NCWEwiXJLoJMK1B5M/XTKf7JxAHAcVQMTJ4ZE2VMAkaZhHy6BJ5UBC9wAk+oKO8/aHt9UffNLKsakJ1jSaUQQ7pznnMZRDQaQUqqDTa9x4NU734HDiuL7QpQu91RX3jlenBakf3WJpAehdh0wIOIBesZDHV4vIhqjdCb/2xQ9QzHQAgWWHIWAI9D0CpgD0/RSZgIaAIeAQgP3ffvObRpb+exqlrVYHlogRPCz41bIXDK76zpfjm66e9NJqWCg0omaTSFNFl+ZQAnZO1OstzM9cKLzwRS/uafr/A52r62+8/WEnJtONcCAgBCDFHUdhDC4Xv7IDyZqu9Jnk0IF8Q6nhnoFfIC632YjywdKxsSU7d0wFA7nGKAmFimPbNpCoxie1T67ih7Bc2fsFA9brVlyBtrJqoNQ68s2BubMUMEOBJbd4ruzbqiSii32fH9ngMw9/2cJlrYcY6z6toYsQAow+ItYvn3stCbgGZCTXJsKOoOeU7IjW0UXkus/+X1GSz4flymCzPo0PkSqqJdV2UdF5/H84SVLFA9AZP2ghUUQz4t4KFqY5SmfKh+eH+eCWjfFwJTzpmIHp2hQxwXEaR9o1TBl+nP8RQxahRw6Nk8PJnJ1Iel2gObU6c8eJ6tycJAJ3eNXgONcwhR6RFKQ2zQVRTMKmdvjVz/8zLZgOIDTtMAQMgf5GQB9m/S2hSWcIGAKGgHfLjdfE0bk7t00kEdRffAzeGQ54A0uWXfXT4JpftrbfXYJwklQeH3dy60BziVsdr7UmpupTTbLtJEEhfO8/f+Qxj33s2Ojo2OhOWnj8k8497Mje74zy/31R6b6rkmWlOCyyliFiC4WXa5Pot3bAdTZpFgYKzsie6yRBu1NJvUKnENRruRtubty9KXfHpsYt66ce89SXXf+rn0HZNS7oMT+y/mNYV1itIoBTcoemBbLliOnLBSZju6K3zuDtmC5vdBOmnlF8TO1QedF8RVpD+RUlTCF9ebjUPRBkLtAvjRDRS00CCOjDmf61vsBtufK49/htKWwhh+4Gg2634jpqCNuCEQTMygZ7BBSDAHM7c0h4gy4QLUCwQ0F1lEtImwSLgSOqI+bQcSabhKKDOBENlxuN+lipXByslqKIRlBLpFMl+C1pjM68L6mFUPZGzbgzTrikMk5VkCIgBDRKFdEN7io+gcsqqxt8hyISUsfsDNBOA/JQPfQRz/nAhz7mbtuLIWAIGAJ9ioApAH06MSaWIWAIdBGYnpq47jen1qbHsf0r4jefqwwUkvzI5g3l73+hMT0Fa1Z0aDONmhEOPxBQzMb+6HSj2UIZaGOexWn+rFOXLh+siPPmvGK+EhTDkRMf+do3vfXw7uX0ute+eij3tUedGg+WvYGiHGBIzA8/T73I0VzIJZbmXAzxbaPc5EP8YSDapAb1wum4es1N0xvubq5dF9+1qTXeLK5YMQIFdzSXF9FYcICqiivLHC/emhF9ztwP1xzD1e/dXwc0kDFdLsooTwlIrvPwcZZ3eLys6aLKM2qEmLhoM/qGuoefZysL6B1qVqWYEbn7yByv3XwJNoDPo90EraiBS1AhFxfyIey6EDjFgYLukOBUlhiuP5QYxQczCIk/49Yv9UPDYY+1qUZyv2ODnVN1xGVPMbF2Fk7E4p39HkVGDeqynhKN2oGTmfjVo6P7Wde6Tf8zTH9GnXEKwO6CvOEu6ytZO0QFs0EYHcUveMkb/uKNFhPscLQXQ8AQ6EsEdn/i96VwJpQhYAgYAiDwja+8q1i8EFsu2f3zwfJao7j+Vu/nl05M7Cy0/SKbWbnQ2aQVt6K4PVFjY9n2tBLNKF4WE/jKkeqKZcUl1bDeqheL/kA4NDRQJTh4rNbasCX++vd+tubEEw8XzmecOPCgB+Z/54G5U1cXVpWbpWIAZw7CzO2fzYCV5UeZNPHbwY8GK3wO+us140K9Xb7+9uaNt43fdnt75xjZP/0ly1eqoCP7vEJfcR+CO8Pi5Uc0Y+XOyL2GK5WAdxByd4hki8JDoxPZ2fN+C0998pKK/usW5B9+z2umQjhqLDINQ+af1AjXEv2KrYuvU8VpHXrHP1FwfkSq9c2jNETs4CUaTz7QdkvF4ewhQ5CjEFRdyw7wfRFxd7gxoA45XyhxbvposySE843coiD1TDfJf5IloYYWI6xTYQSGVAQXQ6yt1ZzsTj61q2dEqxYSX8qKcKO6OkBq/XcD40yFdMuBgRpDQ5SRPqOBUYpYgzRtRLxPXvjS15svkMPMXgwBQ6AfEbAYgH6cFZPJEDAEugjg+r95/adWHjuYxMHG3+bWr412bKyNjbVXHLuiXU6brY4ftcS+clEjak03Ozj9T9VbJGiUUTrfeeDJq4arfq3VGp1qLKsEy5as2r5jx1gj3raj0c5F083CH/3+uZdcflu3u0N88oSnvuTnP/p8qVyA65fDfKOVlnBxacEwcdSRFzycuBMlmMVLQQFGS7TwRC3YNpbbNkrSz8bNt7fHxtJGXBwcHnEE3dFQ8VjIqdgsnNSxXQ1Lb0SDucWp47WUcPG8YvjwV7z9WTLgTR4fpBTyDdtlSULrCGzjleqKuC2ORPjgY1gXmxcDZo8s6jumzhV1pK64RAHosvvHOVcCopfZCkwZSNvEATdazWoJdQeR8mgoHGTXpAl0ALyD6CQf49bFuojcolzD8kJSFwpkoGf+IxPVtUcvN2g+7OR3NZMRQiBk+sfSP7MgoQGLpzNGVBEFKvPeocKi0u4DkTnlvRQbeTTtvqEuXb8aNtcpJiUlK6CbWm3gDt5bxcBrxcFXPv9+6poOsBtA+20IGAL9hYD7gO4vkUwaQ8AQMAT+B4H169e/6vkPXjKSdtKg0SxAQ48/bsVDH3/fX/1y/R03bys6w7ZLFFPfNRWxDRYBADh/i591vDPWLF8yJIfyiVo8NRXXm8osCeEkK+hUMyHtJisG1XLxmhvu7u7P9T8dH5Kza6655gXPfdzI0vTM+1ePXR6sXpauGMwFJDYqJgFeN75frVbh4QUPab3YL63fEbOj2ebtyS23NzbcnW7eRlxA+ZiVy3GBmqH04qGQVPFXvUKmeYGgYnVX1n8YvLxfYLGsLEBvVYhDlDsJWVwgDJd1A6ivVh7E/1kN0H2ao10YuWO9akyGdFXlW4R2pELQmvpy/93brADKA9yfFrjDpsKkJyIaAJpP27RSwqGrWJ5u1FmtUNYjyDkNiVB3WA8QxUYT0FKAshLRlFMzyGSqMojm+oOOR7zlllvPIMlpJ4mmh8shaoFkk27AieKHpbioC6ksuuZ+MtmkLWSo6Sq3dv8S89f49YtudN21pDc6BIBrQmMH5ZTUpm23t1r6/Jf+uekAQtIOQ8AQ6DMEbAWgzybExDEEDIH/jcDo6Oi27d74KIZg8t/4y1ZWR45ZfsPNO2/67eZcK/Ug8WmrE+XiTtqMO7CuOFaMcCUMlwxVyoV8fTqpx/F0neyQ8LU822JF5A9N8DSB6SrV5FOf+ZLDxf4ZKDsS/PBnNzzlcQ/56a+nhwa9JUOFNccEpxxPwGunGuZT/FU60bIl4ehErpVAgptjU/G20db6u+ONdxPtgF28cuyyZSK48vaRjw0MNGPkjto6wipCLWYq9g9bdfBCYMWHlXN0ZqmgWA4poghdkisFtNWWOw4UHF8gxVVgj4d1ywsIDUL5laRCOLLuHH1oSgxfdnoK8FscGrquHtEjRLnl04NmlnF0eDRtBb4XFslQWgy1U0NbWzXQPclASa2TI58RzB/1TbSd5gnkcARblnfayZg4o3FjmunIjTMteFOslkxHcYm9ABBJDkE6pFbwKkCEFGe+h7aFeqAYYWk1Qoe7KqAK+uXIvXDlnZrRFV105w5snUkcLQ5wogSrqFA54gG8r37hg8ccc/yLX3qBithhCBgChkDfIGAKQN9MhQliCBgC+0CgEYuZ5UMCQ/O7dsW//NnaWj2Omsrwjgow3cTgGot+5qDLEDG/FBaWj1QxR+8chyNj24amwc/wD9ERRaTBx2sogbHBDh/7uMfvo9tDdPn2228ni3w+LWzd2ty5q3PH+tpVw/lyMVcKvKXDIUnmB6tBrdFGr9k1FqPhoMy0mngGVUYGCGYoIyVjd7xeXjGOg0LUwUaMVpTf8VMSaYphcw16qkIp/FusGVJNC2zRheEadk8mpZCUoyQPJfwgP7yMTKPjhQLJbVgvwCNIrfJf9Jh4Axg07cD9cVUiRT+OQzKGi1DTMr/lS58dUgKkLnBfzF+B3PzIAYlx+UnEV5H857NVBsr6xEOTdgi5NDSUEBYcOKFRhqTOJbqkoQ0E0soEV0XM3dJFMFIuHjM6eUuj0+Zh0FYEclpiwtEvFNLAqfQXdi9A5VFeVDKnckWyukZdSxorLbpXNU7beqUUd2jDXdFdJ4V7r+qqgDzAVQzyURJ96H1vWbFy5ZOefPhTTjn57cUQMAQMASGgj05DwhAwBAyBfkbgNX/4f3/wrS+Xyz5bZSUcMDZIJ3s7eQTGpsolCXvUZ1mnXCzhK4/hWH4eshI7eiZOhyM9NmYxuk4aY4bWm3zhOc99BfuCHcadAS77wQ9e83svweBfqpLAtD052cJ7BEINSy8Wta0uWX/w+09RdjApw2PZ0qsE9R8cqg6IC3sJEwf3lNO87OWydfOPgWqs3HCEG14LYryH47qT3XZ4QONKjow8+QIxBqgXItNSC3Jk4qcDPz9QKbNjF/+orf5aMUoUnWZdoD+wMoDvENPCnDhrPZW1EOC0BTWVUXU3PxKWKaCfbDWC7ogGLoVhJcgX0qTZaJLvCI8fBIb/q2ISk7SUoTnfHPnzSytAksypR6K6OaYVznQ40SjV8SbrzU67SVqhsrY9Y2cxNlXTdsVEOEgV4KlBCfBZaiCAGNWDC27oNODQowXB5wTWFb2V8Fr1kALAyKQF0IyTQn0DHuUAWjXdkbC9Gw9sO/7Xj337IWeepRt2GAKGgCHQBwiYAtAHk2AiGAKGwLwIEAf87W9/66/f+MfORCwnFFmaIbWi+LJqczIwUF06VPI9ggSipNUkhBWihs1bywLycOcE3lcgKWgHXQA6C9Hs+O97/ycvuODl83beq5sM6urfXPUnf/AKwlLxb88VioTjQhXZ5SDvIWd6wnHH7Ni1s8kWU1HExljQ4EqpBFMvsjRApiB2CMY/Zia3vrxtRFEdLCAjobWplkioiCpMlVz40nrkRk85GeGlEZBo39FZTOAwfpd8UzsPuDJ18qemnZHBgVKpWG80kuYUWgiWftBmRy5YLs0CohYB1AYWekUMALq4PwzYuQNJl3AQijtLKsKLmQ6KorRwIEOhHAbFoLBqoLJ1x2jC3m1pDGuHlLMmgMpBDLCrqbmmR6e7OA5OY46C0xldwMhFyhFFL+weIJWv2ay3vSgM80QasOagmAG/SBizNCV2kmARQwZ7/UDsxeUz6ASevhwBSl0LVz1v7g0PHGsnHZQS9aVLenX4U0JjdS9Cl1pENTBc8oMysZ/76i8Ob85ZjcUOQ8AQMAQcAqYA2INgCBgC9w4EYMxXXnEFsv7m6qvf9Y6LoF7Pf9HvV0q5Sy/5CnyOPXRFuCCJaQR7a8c+G+tiw4a4waoddcPnpBi3p2FlLs9j7rzffeW73/PeQx8AwECuvfrqv37zn9SmW3Fzalm1in8/Yas4/ddxaep4AyNDQyOD0OKdO3eJK8vAzzjcNPEK02WA2eE4MWQWMgohpYQbqYgrYGSH46ni66ChcqrLConj5fkC9DSPt4/TBnDmUTvOuo4c0GFXHpeqMNdu0nqzFbFLgRMGT3fccmC3sH/H4/08226hpjjFRJIoaJZu3QIADfGeqzL5O2klqCaHN/k4yZVznUoxbMZxzJcS9J35Q04t73hFYj/0TYVs8GytYMjUTmUpDwIHIp/5NTmKrq51QPzb7AMdERvS8WOWhUp4WQUaYsSeaoWiWL9s/05IXI7cvstZVWSaOZkBMhMVmOlTEmsM3VHQzAxQEj07GJ2UT1Vn5UHZaHnkUE0/bzrAbojttyFgCBxeBPSxenglsN4NAUPAEFgwAtdee81Lz39qO40rpULUbBMnCpclt4/op6N2GPxF92WVxs0Dk7jeOA6Zu/LqtYfY+Qfq/5urrrrk29+85lc/3T46QcDyyEAwEBRrmNph0WxfnC8MDJZhuDiO4PcDn+aq+Kjc9TUePrBFmuGgcG+Z3GXV5obKiJIKSPxapPHARmWFZ6lDDB0HKBpSHRYbZKknTkDJguRx5HUwwVOReFsaEIYdlk1SHJNQUdivl+4HB6uIB4wxm10liVg9vbPIIP0hp52X2x57BnCZdRYnjr5ZJJZjxxLLsX9eueD6dGfuvsbdIecPeYfyrC24XZAZAWPulODsCKugX8f7xfrd2JxzjrP6qwkpPxq7OswgkqbBjlxpLo5akHCoPs5UoXyBaC90D4EQYBUok0N1nYlf1dWW7PpZi8LdFeJq1n1m5FeHWUmxftqhDeRAHkmDAEyRDrqXpgT2IBebDiCg7DAEDIHDjYAFAR/uGbD+DQFD4CAQuPTS70Ou2FC20cTAncYt8TdIHsTMGZvFmvWDRiDfE0fJdM/73BcvOZTsH+p/1VVX/tdXv/qbX/6sk5C5Py4WCpVqcdnICCIuLRV37Bqbrk+vWrWk1oxb9VrBL0AdWcQQ++RwLi7ghFlZnFNsVazXMUxWNjCiRyS8iYgSILQhn4ePK1EPg9bQPXmhow5g8c4Rqss/+c5ASdEeAq7MbKwFOaYKm43hPaVUlqgKJdz9EQN+Lwbrka0HaQm4lrJCaDX7k7E/gLQNJeyhrkSd4eKZdUnvHS/OSLpINaI42q/SqiDCrOHg+YQOggx476DXiEITqa2sRJJdgR20xYv+0Yz7z/jF6bWawaWMe2fsm0aVUIj28wENkho2FwYkiyrQV9TSbsL4MmVoirSrQdV3g+g2xjV3LxNQcoK560glJYEOfnF1ZlBqQRecToJcTv8MPD9C82Ioudx73/32D/zLR7Oa9moIGAKGwOFCIPuMPly9W7+GgCFwZCIwPTXx/Uu+vX3Lpvs+6OzTTj99dGzswQ85c9GHCqt+0H1OhOgWC/lWDGOuycdbRFf0C0pGrKmIq6zoeLPr1NHG3Oe/9N/nnnuIsrJM4rl05ZVf/6+v/eqnl5ONBgIMy8bKfszSYWzm9WZUr9XCclgeLJMOf+uW7bBtOLvS3qQdqDxs1wkNHwY/x6ZFPh2PxvoOQVcCUBFmxbWK0coNBXoOk8Yij72bITdjODVUXv49bMUlti5urQUHzPosNuD2ozadmqG2FSogIgt1hrfSGpHHmPbJ2MktlAPChRO8dWiGwigQaBL8x+Od7qVEwHvpVtKKXbtfjjHL+1/duJuymc+oB0yXFAM2PWCy2JEAENBciAZGJXGz2QmARFHIil3AEQhQ+KeefO0ghrAagCKDpR6oeYz8cHQcwFKPEOZ2u+Wj+6AQ5EEGSbnTDsORnNf02gWUJsaRMXpJJJGllEhY5wilSxqLE56bLKTQhXriohuhUKeSxsR7qT2ALf4vdcApTJ2IiOY04vwFL/2zv3jDW1yT9mIIGAKGwOFBwBSAw4O79WoIHLkITF7/myv+/i9eVfLzjTRoxW2S2Kw+7oSR4+/zlrdeuOhBkMetHAqJXnUZQeUp7n5wcSF9DUxM/FWcsx21YxGxdue8F7zyRS968aFh/+gnV1915V/92Z/C90lcVMhhmE+qxQJsuRgGlVJxqtGcnKpVwvzQ8sFGqz05Oq0MnQpgTXF8gUGitMDWGQBJjRiPG4H4JcwSnizyDw0W/8S/heVc1AttCCD66Rzz8eEBCVgsqg9uNpBR3nMNrx7woQXIMUSb6zpmuKwILHycftENcE0i2jhmCj1s5j6xuQUy/uRxDarjoQT5JkERQ4ODq1O0DXFg55hPM2LGenVTAHfXeykAjhPr1f0U2Y/NOTRJASgP0HwcN/GZiZVbFMM/P6pYzBc6MS79LSIC2LstxqIPr1brUHyGj6aEHuCYubzAslM9B4yR/ZVdx61CiDqELoRvVYFRunRGBBugVoRUdnJlWAgPCki9YeRCxgGkF53ppvrTi85n/WSDdjdnEHDwKiiZqolHRqUm1Z7/0j97vekAQs8OQ8AQODwImAvQ4cHdejUEjkQEJu+85cq/e8XH6oVftTok7c81G60IU3QxWHfX7Xdf8ZtHPeZxL7vgxMUd+LPOe/F3v/UVjxBVOYdgGBZDw5Ndni/K1iL2r9Q3OLV3kvNe8KoFsH94/F133nnLLTdD87Zt3TK6a3MSJec+/bmPf8KT9jWWa6+99rIfXPrN//wE+1GViqF4twJBk1I532qmeS8pk1o/KExtn1oyWFl1woqNG3ZMjtUhsQQxMAScebBpQ+Uh6lj1HcEk8Q4b5coFRdZvCHFReXJQDLgdJ16jAa2EjLch9zjSICpEHAUBM7QziHMBMiy/F8TAvUfORVjX+XHbbInjyoyvdPzoBc6UDXVO4N9coSlwpCswRWzs2Cgw7KMw3dJeDCF6BmlV0V3gy5j/ocBOQmrCkGkAAZDT/XZMWacqhgEfvYWyrHmgkAQua36pTKBu3icCotUie0/QyYU5/36nnbRq+UiYJydpuOaYFVsVG91uNRubNm/bvHXn1HS9RRxxvoACxMoFfbCzgJObwQEVd+gsYLcILSpoaYONlVOtiLiwAmpIK3B03ekkkpV3CA/YOtdAJLkaYywglV3UXOgG/1yEMwPncO9VwDUjBNDJQJpoYM7zYaHUSppf+/wHH/KQs2xzgAxJezUEDIFDjwC2GT7A7DAEDAFD4KAQ2Lbl2v/69Icv/8a3Iq9cl2+G/NejRgvqB0m8e2cz7cT//YNfsPHtQXUzp/I111zznKc9zpFOeD4sjhIZacvYmkiptIBO+v4PffrZz37OAeX8mZyc/OxnPv3jH15SrJaXLl9C0+TrXDJUDqvFSr708Ec995xzHjVbIlSFrVvv/sH3v/+pf/lAoVyFGOO5jvG5RXZ7pILVo4ew71XBL1fRCrxlywfRTe5ct4U8PKgtjhdDheVX47xXHPFkSAmbbXksYcigDXtlm9yAHEcRdn35lOD+H8fcgbCKAIu0iuk7LxpS3xOai71ftnHZ9aUeiLC6CAGpEs7cLyUBjESC3Q/llddfdWQn50bM5gmdNry/WFT+HHnqR9Fkczr0Q7pjZUNJQF12fJonBavmger8cLjRSBtwvdAkHXGDZiUxMjiBUAQoG+Zzg9UiWsApJ6wql8tnnLRm6VClwwIObvQYz5OYwtVKvlpEFfFwRdq5a/L6G+7YuHnXRCNKSAIrHMTrtRwk3ULDjdusEqBmJNotzBVBC8KjiHUDhptxeJ5ZdBDqcDjhpVkJDITUWETus/MMIndl9y332GX1stY05plDOluCBsVzmOD9hWpCTAVT1mKx5rMkBTrxxN0l7bchYAgYAocOAVMADh3W1pMhcIQiML32pl+9+69fNT6eTDdzSVRuF0hd32g25HRfrOTGp+Ido43ffcErPvbxj/cCAWg3uwS86c/+0BE10VAd4p6yRD/3+S/H6n/GGWccUMgvbd5ww3Xf+dZn2xEZb/Ad98sD1VZtenJy583X3+znS5DMHZPbvvqdX69Zs4beKI+j/9v+9q2TY2NhqSSyD2uXABi5fRyQCJeFOKJAyMHfz4XFQlhgA9x21JJLveJ1IZNijdKdIPp66wiynH8KBXzYIeUEBuMvQ7ZNNjOGN7eiFj4x8viR7T+F4Dv/fu1By/hRe0gipDZx50EFEBHnRT+6RGucQ8Sdg5A0AbFwaDOXWDtQdUSlEm0iIfwZPNEraCTIB+wa1mo1oLKwaO3O5iuCl7YUZiHijx7Ce8euNWh6zNQwron9S2fQkgiXtVLDBS1qeO2V1XDN6qUPfOAZq1cshZmTfhTXHKpwlyWBWqM5XW9wwmZvS9mdoDDJSsEEWkit+cvf3LRzvNGQL5ICoJ0/EFuKKTBA3mFevkH8b9xA48EDypPHktKcBgCjQObMpYphl5S11OlfkkzToV9OBWBa+MfYaM1NpUM2K+Aua9gUcZU01ZyoPDjrQdQuBEwZ6gtRFE1iENppK2oijzYHMB3A4WgvhoAhcCgRMAXgUKJtfRkCRxoCO3Zc+41PfuQbX/l8IRhS2GY+N13Hdkyq9VqahCmcLfanavhupz+4/NeLbv6fjSYUfHx8/Lbbbtu+fVt2fdXKVacfIO/PKl5/3XU/vPSbo1s2Tk9Pw9Zr9TrMc93a20mhExYqPuQfZpfka83NSVz5+Ge/9qPLLvuPj39U+SXlRZMnOpZtrXCgh0xC1iGUcEHs/tyGImb8G24I98TJBxs17Nw5oEOIcRXpoDBguoZjchO2Dp3FNE2H1OYnwYGHnD5JWm/U5dnPCgKpQsU71bIot8t8g8W5nC9q21us87gCyacfzg995xDzxxcFaistAPmQwl3lHhwWfYMLUio6SlvDaHlhGG4UxOWyphDAzKuhP1GfhEArTpjVApF4V42EnpJGFBs9SOTf6TKOEqswbyWB9AXFHxOgQTjE8mVLnvjwBxy/arhULsVEAJDLNYlJ188qCuIJoqQzXa/XUXg66ZJqJfQ9tk0I85HntUbHa7+65paN28ZqWNcxsbMQQGYjJTWlB06UpwgUmlEDaJESGASSy3lazAcMHbmRktAMRp/xdsffnYLCe4bD/ezgDYfala7EqQaiK0JAE8esZ2VUTvMtCTReVB8K5cPEmwZgkikRx5BED3/EM97/IUsKJLDsMAQMgUOJgCkAhxJt68sQOHIQqDcmpkav/MtXnb9rVyhHH5iVFzTbzShlKy5ltYd14aAyVRO9fNb5L//Yx3pi/l8YoBMTk8PDQ3ProkWsXXvzD775nzfeeOd0gxT4uc13rm3FURAWCJcNK5VSB/7G5lKJ74fT9Y2dXKnkLSGqlOBYxuuooKhkvu3HMD6os7il+L36ggs6qihrsFMisLQ77i2zMpe4ryUDmc8JX05ksof7F5QICA0C7aLVaqFdoWCwIRedkeJIPknQ9BnHHjqCcEL4MfB7RdLd54o0kCYt4nY7KC6oCNygUSIB5DCl5D9YwTmHmWqNYIbLipo7eSQ6LJjlBm5xqBj2805nuFohexBDRhXBzYZFihjrNnIyZF41Chz70TocOaauW5iZAUiu+HKGqYRBteQ/+uEPOPG446ulPNscoysR0NvsJFNxfd32bUQYT0xNDlXKDLtaLA0ODJbCIpshD7JbAkpNWyEKSdLctXP0boIBto1tH5skMxFLFZLCaVAQbQ6nz/BAInGNmUJAqVQsRbABgh+y/4B8rHLshOAgF7NniG4UlAAIHZoE5Fe7vNE5B7VUwiGjU/1QXYsyup0V4JSLzDlKAPNDx5IEbY8BsCV1FL3wZX/2+jdaUqAMMXs1BAyBQ4SABQEfIqCtG0PgSEJgurb+R19/7AffPZUrVLFtQ0ohe42k2cRuiz84DFmEJ0cmF2yiMKMnPOEJh3H40H1o2p133rn2lhubk5t+/u33i7mm/svf9O9nP+zhQ8PDyOao/22XXfZfv/3Fb25btz4f+pO7tstfHo6sENJOEJbaOMLnWpA4aHEaTxeCcpo2vUKznBuS9hO02xH+JwTHxhGeHpSB7HWUd95Z/UUqRToV1wtDlLON0BHVzGgkJBuuSF57x7Ph8IH617s28Hq1WgOtYKrekG9OQck2Ka01A9noWTGgeubwA+7cwO886RTSQieHvR73+DDfYCDtlABjP42VCtMl2GxDQdFDnLOQ4/1y3pHcWrQQlaULQoMRkUFL4CghNrdYa7QoFRaLjAhJSArqOC+ZgRJUllI7V9f8U57LGj/sV+NUu6LMZP5ZPjz46HPuf9oJq6LpFuoEuX2k2nRy26ZHd9YnNo7tGmvVW3mSAcVebUw1c97ygeFlA0NrVqwcLpZZJQAd+D9DqQ4uaXsT49OsM6kYyLmlCCRmIUAO97oa10pBruGXk6RONiPkoEkWW9A4mi0yCxVZMQAqTYBAl8leOAt/SoKtTpwaI/k5z8q5dsAGpOTrr/Iz41UFB6MuURUk3fh1zg0/JcVQh/gMHogvfeb9Dznz7Cc9+SmqbochYAgYAocEAT7x3cfdIenMOjEEDIF7OwLT0xOjO6/81Hv/709/MkVyRbgPlDdKcgnsGBdnDMLyaWf7JgW8wrywcz7zd19x0UV/c0Au+AeP0uTE5F13rlt/x42jOzY1d3707AdXcedZuSI3Nlbzw6jZyJPY/uqfj914TXLBhZ9/8EMfTrDvJ//tnzFmw2frtQkMxIyDeFftxevliXzlgxKaDKuDvYltOwNzlLL4QWgsLh04rvgxDjlyuBGH1iFLsFzgeRGF1I/cfjAHCxfHFZ2FGvbYJq6XuGm83sUsKY8VXX7/cmRptpqkv2zGEYG/alsE1PmaZOfyXYF8wnfxuJGnkc5RUrggLQOHHL9cKLpZwecnJpUnA8G3PwNZbBix5Lzk48mTk/8OPBjFhNkTreUmQ2jVmoCAMkcsrU92ooKCGrhdrVbkc6+AZKh2hPpCuC4++EiiTKYak54SpwKBA8IrJBnm/eiHnv7oh5zeqiflcoVYXEQarU9vGNu5aXzXzlZtPGmyYYHiJRxsPGSBXygXwnIuOGZkyeqRZSsr1SBuD0pHSsempm669Y7b122YbJB1FmTz6tCRdCGhtShUARQG9gQmIJgsRxHBDIyREQAWUQGoWFoWoaI/qHBmx+4lrOs+I+5cdN+WNO2mQN+cTmXSZOPUrwhmlVeprHdpB7qgHz0wUsvcL0qw6kLvCREU7LWQdlqN1he/8atFT5IreewwBAwBQ2BvCJgCsDdU7JohYAjsDYEomvjvr7/lExd/evPmMsQRZx9oXzOCLcKWsUXLiMs5FAhSKAIKsfVz73rvxy+44OV7a69X1zDnv/Ptb7rvsZeesiYYKrXyOaItoXox0arwLeipnMNzA2na2rwu/O1V7dvvHvr1HRiG85i3yboPAYTawUrLpSKu89pRKyAdJaZgKCxe5PjoQHDZMVc0HO4IzWbJQymCsECLd8pYDhGHBwKRLuB4I1TEBWGj3GDkvIN94gYuRszuux4GaW1cy0XsxZzA1knvw/bArYQslzGUmxZoLmtTjakHiUV/mNgJQnCKR6Z/KB5B+Mo6zVACn30IiOLFpp/v4MWE05CWGLQpGNoG/xkQwQbi6uwTIKKvZYoQmKCtFGVepQFhIyeXDmqEvIakAw0MDZbgsrSYxIQCJ50Y8UhYpIgDqTpIJAM6h6By8PBsLBsafNYTHnbK6iWlAIWn00qT6TS6dcfWjaO7JtNWnYUKVjH8diCQuM+I2MOYgZAjKFhaHBgKKqeuWL2qPFzBhSptgtKta++8/pY7dk5Mo7GhjLAKgOKkXRBkv2cw4MDgcOmqTUeoXgQSszGahELHoZjWDMCfgeMl5I0wt05pcfgxBHfQjiYZQKR/ud8OHZ3qHjddUd2fObioM13RhEpf02h4y1MAHChdREqQrwmtxGPzgy98k5jyE2cq2y9DwBAwBHqJgLkA9RJda9sQOIIQaHcmPn3xmz/5kX+P2mFdexmR0YSQ30gU0vlIQKecY7k4DhQMkgRzftZzXnro2f8XPv6WZz78soEwHi414NtkI8XtPPFiuaQHiqLF3uz7rXKl8MBzguXHV+JvRWPTI7du2uFS9/ik2GfTqzAUY4a1wT4ZkX5BvvEcUlp5NADor3QBSGYT66+8RtyoxQZFvZ1bDjV0vSwXfK/BrlrQPcfyFZUqVQmzs6sH5VSCHRpUL/QKhDVy+8eNWrMOTWQ3LkeKaTuzNGdsUnwS9gq5FQflYZPELB047i/Jxd41E1BeSHqu0BLTZ1xF1iC0B5jHwg1Dy/vsVIbkXIOpomLQDCPziENQDy7IociYFXXg5cmnj5gQaLIYESBNu0uHl06OTcDSRdjb7SLRyoJSYmgZwokpJBwDxvX/2BXLKpUBcgmVUc5SsuIkG8bHNozvGo/rMSsTWmBR/LEINzLKE6cTe8RdEPEQjce1chBONOpLi5Ukz/Zk+anx8XygRQemJY5bPHZ42PPsKRZAMydUNIedOGE3gHCV31rHQ6uWmT8AxdeJu9LiWP6pFHKNtI0TUyDtgOFnZF9lBbKUMCpqTBJObzU6vTpZAVFT6N67l2w6d0sghQOVg9hmhXm0cWQiELpcHKzVx1jxeO+73v4BCwh2UNqLIWAI9BoBUwB6jbC1bwgcCQjcddc17/7/nvOrX4zXW0EzaUfy91FKe3EdmYpFoaBIjmZpvGJNXufpz37phRf+zaEc/48u+8HWW1/30DPS0KsVval2C5oFLdSerjBaCCDZe/KDBLLCy9xesy3s2d6pp5VvWzt9xnHH3L1lSwV3dLnzayGDrPck64kinFhgoFi1tYcuw4U1ZwSQIZPGBh0A864wEE10jE/6Ash4Jd8fJI193h8bn3aJd9zaCOCI20KP5edTLOAsI096auMNAobKE9+Jphs1bNvKZoPxHP7Of59+hTQlXeCvs/HrWqagiM/Sv3O/h+hrTUDgO0rqSKuUh47XhNSytS8BwORrKuSg65juSbmjjW9ZLMBZBs96fODp0Au0UEAdyQQpV4s+GXhQF8CBA/nREkanJ/1K0CACHHZLYQ66cr74jFLPBdoCcDhHo2UjQ4ODZUQgRhhSz64R63bu2oDnfxolJOKXbiX/KKcHIbwGB012sAKxtifbOjla8YuJwriJvUavisYmJuI4ZpOySG5MrGhQSYtS1GPCcLnioFlGhYm/4w+0O9NqUDjmUPSIPiAem9llYFKL8GNK85w45ZZiblYd8MIf3UEi6VC77nbG+XVFJfQQuLvOg0oPoOYlK5/5a1ELv60w9Hkmp8amB4aX1Oo7r/zlN/75vadZQLAD1V4MAUOgtwiYAtBbfK11Q+AIQGDt2mve8oZz77iZzOUFmD9e3eJWGa+EZ8F5MjIF+xElEtUhZUu9OUUC/kPm+j85OXHd1Ve0t/3hw05qttOoQAbOTh6PJPB3PE28XTZcbLu42yRyiGnL+72zbEnxpFOHVq+or93YGRzELyhuNlnWyBPhiq0fOoqLP6RPTNctcIjjQS8ZvmzOsGxcSKCWUGEIenZH5mQ6Hh6qlqvVnbtGQQxOyOqBUIM7al0BYq1CJKWhDv+g/lIzVIBi6fhkTQZ4hVFwCQN+xkKJanW0Va/6TwuOkoplqzK0suOH0iig6dr2StLqRQ3rLp2KUbvmqKPcoop+heuiD6HHKHkRagCW/lwZ135nxEd2tY/MvKUFLfQkDEFuPigNxBsrYxHuQNVSvRarPcbiFkEIc6UiaxdIJ5cgFIa0PVGvn14pSoXIpRPN5qbG1MapXdsbUyT/iXyik+lf0mp4/JKkkpjLrkmUEtYmgolabZQEQcuWIkuxGLBD8LIlg2wKLL2FKGfs7A4QN3K5KlHbZfzPVfzROHdGO7oWEGSt9xlqh7gIJSRN4rZXx02o41c9gg5cbiUJ4OCSNIiCRO4S4judTfe4phHqvgNbZ65paQFS9fTe1ZKuqHUEQYlQPDPUD8soNaB3cq227suffc9DzjzrSU8+11WyF0PAEDAEeoWAKQC9QtbaNQSOGAS++Y3v33TzZFyr4pvhnJdJcaNUNhAY6AsEB26TsTXxnk5ncGSl58f/+YnvPOXcQ8RjyPPz3W9efN/lHy4MTXlRGmI219ZVkhFmJqcYJbrJtUO5XTv7NYZ/NuJiO9vKplHv+mvG7t4RPuoxq669vn777a1A+91WsXaLxaMCQMjlKgJNxDxMezBZsTqRYzm8eIkjho4cMn468KvFcLBawezditPBSjVK2o2oBctDXaI8RJbWHGeHZMoVHYUKizLEmhyVrK9M1pvtdlwp41g/E4oL7vi/4Bev9JWqARvPYIeGK6rX8U9xUdz6S+Uqmgh+SvI2YbiyQKMT4bYvYRV6imRSViiOIAwSuq+AY3b14maL9R0P15oE5QCqLRWBFmT2JtKDIUBdtf6gJDmQe5B248EkXymwOUAFTWCcmFbCwuH9dJB0tC2xjO9wbVYr0AnwdsmPDAzhAIMCsHmMTXwbxA/IEZ65oQrIMkTGwmPGL5QlEWetQtAjkjKdhSIW+lyLPdTa7Bw8uGzJ0k3bdgIKQ9S0SyuioiKVkZYZ5J2v+GaKRPnOFnyviMPV+DH54xzF6kxBMdzEMDO0OK34XplIB5pg7hkf1YWVe0UVdG3zXGUXZn6pPylzbtRi/py6CnrhjGIOPK2bAb9m0IVD89fEKdtBsMSEZ1Zy0Zsu+MI3rrRgAAeuvRgChkCvEDAFoFfIWruGwBGDwLo71sbNsogu+9oSXgllyjgslDCjRuKinGESl2vEk8591vPPf+EhY//gfPvNvz5j2cVD+Wky5uDsD7uHUkcxu0TJ5x5eDZlX6kyui6ERBgw3g6L6U/X22lviLZtJ8c8Cws3H3vdhGzb+tlRiiykS+yjLPgkuYYQ4vGt4+JPg88OqgkbrhgwVZt+rQmEAa//AgHSDuF0MiEBNpvHgYRGkPiVSi6oEf9Wh0GHtx4VbP5wzX1DUNEy3ECRRTMr+VoKDFWlUW+UirjQ4q4i8IgihAnLakSuMWzAAeZntJRMz4hQAP8APXpGmrEkUSsUS99iyqxwUUD6a9XSqNV0cKJKbh0rweOSnJHJiyJdRn/3IPD8BvITY2ZAhw2XF+hHOkXHeoXlwFX6tEdGT2y2YfZKlO5AeFUUgaq0cGpqcnsKoza7EKC8KumD5Au8h0XDqMxv+0qHBEPXC85q4v5A6Fbu7Cx5xsyNFyFn89dfjAJPKpp7VDtIwYq20MDT2I8NiHxMf3WxWSuWRwWH2AsOWj/6CyG6ArLFgcacdFkPwHWLIyBr6nYbnl1gGUoIgOpRoJCCV6qYcRyRubSdBSBokDVNDliyShv+UAm5NpM51LWP5juLPFOPeHmeupLQBetMtycQv6QFEIGse2WyhtVPrMwUvSNIXPOcRl/7k1mGXoFbl7TAEDAFDYLER4GvcDkPAEDAE5kOAJO+DQ/jGQNOwT8uoygFbwo4LlVX6GiyZcrYWrXnu+a88xOz/+uuvaez4o2K73mEbKAiuF8g27XkhFJF4UIzEHCF0DcoM9W/nudspRK2gVfe3b/WSRqHVrMdNrL9T62++sQh1zgeQVXb3kjdJnlUDGsEALhKJxsOHJtQZCpoZe0uV8uDIMMiMj04mjWaplF+34e61d27ZunPXRG0SBtmGW1JLuhNGdjzqA+r6bbhwkHFZqCA8NLMzK0RUvkAwcxh+AT7vRfSEa7zg1V14Kc4qbMgrYWCQtKqdeUsk6SSzaakyQBCDdi7IhViWp6OTVhx77PLVy5YMnbJmzXC+WK5UydREIn96p9lKOFAqVphJIgGwzjvVBillbwcztABUE+g2Ejni6rI+wWJ5AlBhoMbMu/th5ze2S2u242316TgfoGW59Q0tnMhejt7ERmls+Zui36Tjjfo06ZbanbrWI1ibkBoANwdXdEwqBp5Pr47pO7XSBSBE5HDSmgZHGrJO0qEdUvpEsQKpA9AaHhhYtXw5ojLpakqQy3ov/YXGtBjAwS1eaZ8bCjjgSqdD1iN2N/NT6XqMlBWVespeDjzjKqzkQVJg3HxL5+XcLVRkRF5gqJQOZOOuO3U1dZbdcWVQXLRKoOUXmtEGak4dQCNDTwqDsp+rshsx94uF5JMfvzhrx14NAUPAEOgFArYC0AtUrU1D4IhC4NTTTvvRd8cZEvwG0iIztOM1/IYkyhoqWqYhP+v833/3e957KC2XOP/85IcffvT946DWwPVctDHFkRzaBxWTyR9bcdsnvwtXIHSy2mJw73iVTuTtGm2P7Spu2NRMcwOlYGzzznwzIYdMCX7GllSibHnUCbE00T7RbQghSfDpROPFegtJb2K0b0wOD1ZWrR6ZnG6sXb+RW3kopdM4IMDwdsXlyhROvCldgx5Nw1Ah9KKOtIcVXKRfeWrYZ5hUPXilkEc/Xw0G4MYNFgZSbbYlTxhIKdQWjQJWKvcURfyy/wL+NrTAtrbwT3qK6lEQhA9+8ANOO+V0CHGtXtu+dWej1dy0bWutRkZRaR/i5qgbCZqP3yJ5DlKxaQDkGohYjEAyBGdpgOZkmsY5RfTbsV5HXEn/r4KoVKhISk6a8JM2UVTg4lPTk6xBKGmStuNSzDihEk5oxOyw99b2nTtPPuGYdhNPp3KYNupRY4awA5QWAdwsSSThJOwAynUOLIwfFynWXuq1OhEPktutM7AcUGWTshZuPERcKLZBg2KgElsPAMydRmgKvYVMpvShfEVoU4Dmw/hZkogLuQrKIzt1wfzd3PNICWwnBi26E15dm04+J6FElUIn9DjcUhgduTcqu/uU6XO3JZm7RtiF/qT0fAU+z1uRWATiTb7ymXe63cEOkRNdJqe9GgKGwNGDgCkAR89c20gNgQUicNxxx80E08JwxJVgK2JUHBmtgeY883mveOGLXnzuuecSjLtxw/qJ8dFdO3exz+7g0PDkxES2225WZXFfx8fHTl71Y5/9cWH9HNBo7cYrUgVrE/9mgQKmBXfOy40+SfFcCUbHc824fePa0vZN8Zadk6TahEk2Y7+ZhKWSqDmHHL05E21ktM6ThBPoJNdF7kUI4dZ0Qh6dKJds2roLXxuFx1KJmuTOx4Ufq7XTFGCtqsUNXmV1FvdHUN47/yDcUcQzxfILQT1pyvDeSo9dfRy5QDu1CdQCxV5jIFfTMG/2yKUe/vyw75gs/82ULX3zhVaC+RoeyYLAscetOemU+xWKAdsVlwYqJ5+xJmo01py85me/vnrH9p0jQwM4xTTiKSRJW8qFD8uWJ5ITQ2sViMbsgpvrJyPl6l0Q6JB65RZ9AIQxAXWcRABSKZRHBgY7zWZTOotQxAWLzeKyjY2ltrTTjVu2nX7yCdP1ehjkS4VwKCijwkwlkeP4PFzy3BHTZqx0hJ7j1CQUEqaBxYnB6gDXW2m0tFphAsiZVG810YWq1fJQrM2omQOkcnPGGDLVwS1fSAfQ3CGGRlwIsfRLp5JzEEIWC/4yMiIxMyL4xENowOhsMuyjn1BVzB+pZp58CZj9546eDL3JTrQGosJZ6W4lqU66hkaFDPRBSDrto7Y6wFk9yJdKyxqNbbRz4Rte8sVvXW3BAMLUDkPAEFhsBEwBWGxErT1D4IhDYNOmTXh7OPupiN+MiwO0xf17zvmvuOii101NeLfdctPznngKHviNKJmaJo+l/DQe9aQXTq3/RrtTuu+DnvaK11645sQTFxeeb3/zC/dZTcQpuz/JgkxAbNJiSy9F28prBucK+B1Ui5ylmNejABN73PIn6v4Ntxc2b27t2tGoJx4cO+0U8VUJiiUIsCzfjibisi2jd5eLwilhlXIlx6KPz0inHtVhcHEzrRSK0DnM6TjQoyHJpSdz0cmneKVrb13EAUKYpsstA//EkwcjPWQVa3RYYGuFJtG3MOmW+mMH3TZEHrccrTvgFxLiGZ7lXpJ3C4oE/FLkUS9oBxEmfYQuUImAhIHBM+5zn2OOPaZQUSABY4Cqx1EDirtkSeV3HvGAW2++e9fOsbGJRoJdvpDiaeQ8kOTnw2hpWeoNvSiZf5YkHyO5+Kwju+KwioZg9mHOmN7dcwDGCMrKRDMmn5BXqlRqtfGQIAcwRPViRNxzuDbj2Gt419x4y5N+56HyPcLdngWIeqPDZmXu+ZILErxeVFnbLNA8Q1BvxBbkg+FitRqUhoulIXye5IDErOQHKyUqR61ousamb1rW4GKmcCGrOyQ/TUqJ0+Bk1feTArlNQUiy5zRPeW9Fp7N55slmGcYtAgAJeLAkol/CQYc7zU70ZtYhlBxEuuYUA40EoPTWXXJKBENyQIO3A6YQ8HWcD4NOsTjYaE7mcvV8vv3ed73tAx/6mGraYQgYAobAoiJgCsCiwmmNGQJHIgJ33bHWxV/CnByDgcu4hYDnnv+Kl77kxSRP/7f3f3Tt9d/BCo/jDJlqklan1erUGtC69ne/+cXhgfA+x9V23vH1f31v+0/e9DcnLOpep/C/XdvjZauqBa9ZwBasRDEQKrzI5WkNN4TwaVNZSFy+OF3zm/VcrVnYuDm3fkNzdAchw+2phoe00LFmMsjWv3JocaOEIIr5uShbMTrZ+31CTp1xHNeVFuw4KIaUZ2crXuHNQbkC+4WTK67Wa4eBPDpiF4SgiFhl+6FJ6CYrAJB4aCePCyU9xJZhXLZu0peyM0CRX7hb3b15E4Zz+eHjnEPeIpxfYKtOpVEAcZxCiKGzgRIBlUlXWg6DZcuXnHGfM0rlSqVaIr09kpe9TnN6FAvzju07Nm322tN3PuihT01H6xP1xjXX3DA2OcUSCVtSiQLDmnMeiwmoOCg5DJl+4dPCkR9J6vQJ6T+ChPBdFeEm1YS6rP240WzasbNcVQKhuBXjFaSwWdIRidbntF8wPNfzeTwmppuVNL+sOtxYFjF5W+sTYuhaInAuU0DKUHmL1uToM80M+Og0fikMS7TO+gpo48+kbcw65VBrN6qA9xTLL46ha7mKf1LOnKCoX05/hY+3O+xmF0pFYQmF9QupDF4cbcNLSwqbXIBiupUHk1yHlJ7UcXg34t3EXroEjetGdpMT16XeMr90Qwmd65fTArQyoDJoEzx0ktbdRCFkmYEaAR5fWp/AFa3TuPJnX3nfe097wxv/Uu3aYQgYAobA4iFgCsDiYWktGQJHKAKv/qPXfvvrn5mhLzCWXO6Z513wx6993coVS//5Xe+48brLSP0u7+8YJkVOFgIFiF+FqhJriXk4KhdhOIWtY6109Evrbn/xQSoAOP1f8u1v/+oXPz/l1NP+/A2vv/nm20Zy6YBXXD7klcKoFFZz7RphqHgC4dndZJtZogCCsBGlk2O5rdsKW7Z2phrxtu3tsbEOPj/Qey0VdLxak/z5A9AyqBcjFb/FxE9WThFgLMFY6yG5eA9hSiceVWpArgQhp5EIC7u4fs6vtSJs1dpCWNZzxwD14rQIvOqV6l/kT3GiSqFPEh4WBGibBPRyAcLlHNoqtyLlDUJRgD2yLQHeMcgp+khFbooW037Sgf0H+VCxujmfHQdGlg3e5z4nDg+taDbZyzaRX0zdK7DzMasibW9qamIyqsFwG63KqtgbWLkibDUeXznzuqtu2LFzIvHDRHIgbVKSoxSSyikFcZFGLBy6qosoBggDXRaxRiUBHxQaeLZ0GrQb+KxPKxBxFjEi1WQdA2pLJfJHEZ+BsIQc1OO0lJIoacXIiqjdCNr+YKcQB5VJ/HdEiNU4AchQcaljbjpIw7QCX6FcEdt/OSBHEvNEt2ic/KRED09N1mrTLOmMh3jSi+5r6zF5AfHEgpw4uItfoT29o/2Kz/pELk8AhvyIpCugN5L9SRDnOiET7Ei7Bk3qUtXRo6HfjNq1p9apxpvskdEd3XAvqsyZKkgEHTpxB+OiVZzWEJR7DFh6CXoSb4CtUlg+HW9mZtt++pX//KcXvOAli750lslhr4aAIXDUImAKwFE79TZwQ2B/ETjrrLNe98a/e/+7/w6b+DPOu4DtvR796HOuuOKKv3vTS7ftnCyW8E5RFCocRykUldYljuJcsQi3lnEbcrttrFUI/F0T0UmnnbG/vc4pNzEx8d1LvvuJ9767GcXTSeGyH/+SjJnHn3j6TT9rrajkwlM9HOBbaTso+rVavsQ2X7n8dAuztj+xrbNtl99sBZs3J2MTeML709OoLAXlvcHy3my3SH6fDo0USziPQNMcSxPV5S2WWCzMbK3FOkIdJ/xWM8I1nJjXtD0UFurNGGM0Y8fPJiVrJhqByKF4IssF0GFnsJevv5YIZPEXV+RFFJ40nbKpa39ibL/FoBjVp6kYak9a2C8LCWTJIZhBfYnza58u1ATtbJwv4LAk0gifXrZipFosr1p+3JKVw6XBQWUJqjdYCxidrom3Y3OHeCYe3jGINTKyaskKVkvSdRs3nHD8satPOBZ15uTpifV3bpmsRXUcpHL5OI6SqCkVjtlE2IzYIwdCML5ch9uYqMEFXYXqDATJMmpLyACaS5yyhXG6bOnIdL1ZrzfxSmLUEGwBQESB25SBZYbR0V3HrRou+sFQUElKid9ApSpO4chDBh7Br+IMWfy5462uDo34lQF2mCuWUTZokZ3OSmEOBSgj2sVWkZKDQ0PbxyezKlKbBDNIZn1rYmjTBf7qInopCLV9VisaTr9hpYgqQO8ouxZ1VIpJyv6Dfsb4VYqLIu6O4c/Qehp0MqMtOMn1hpFrCDp4t/uKFCSu8Bfjbuih0Dug8Vv5IIlbhaHi4ERzUopJznvhc8769fWjKmmHIWAIGAKLhIApAIsEpDVjCBzRCLzlLX959llnM8TTzzhjyZKRv7/oLZvvvmXzjhqb5u4Yqw8NkNSSPOuksIHZ5GVHJjeMaCtp1P3JWsydVtIem0p++bOfLWxv4J9efvnHXvPHkU9CmU4LRp5rj8TRlz79+cnp7ccsT0qwP4JPi/nBkdzQcLBpix/mvXoL9x7M6N7YBCTKH5+IR3clNfyUIhKt5CPCP9M86e9JYD/dKg5Uh5B4N1GEs4lew7zJykiOxlbcQMWpR+gT7JibFgPS7eC3X0RvgEFiqSW/PRQOd/eM4QFAWAwbbEQAB4c1iu/jaQ9Rxrwt9w5RP79TCouNVivtJEEhUNiAyrkNtgr5YqnUilnKKBK8nEQuLgCbPAwUHyt27U1ZZyiNDC457oRjqqXispHVYSWYxgF+dNeyoeHiYKnVjEuD7GbVHh8b27lrktT4A2xIVhlodXAUCqCxJ5+0plarNUqVkx909mA5fsDU1F3rt23fOY4SsmXT5q3bWlIbgA2Z6NR5AfEefQnaK/IqagsShMmK04u+AnEuR6JPBoFPEgrArvHpZqsJOOyp60gwqxapEisp+jk3UBnABI7qw/ZbQ0jv+cVCWIujFg5LAfJG5CqdihpUrJC9NAhXVgaLbb+CXpIq9SkzxfIM+wkQRcBqB/1Xq8XqUJlsrGx9QDtMi5DWeoVItpg4hF3vmQWd80LjDKqUS6ZbEbVEwwkW4b90Hg2REVGU/66gtAO94VUv+qV/0uIQh3/gJbceDldSSgAVZh6JTFfQA6BrmVoiNFlBcc2o8Ey/5GJC62OBIGznFBhN1qMvfP6zL3npBWraDkPAEDAEFgMBPgXdx9VitGVtGAKGwBGPAEl+XvPKp+bzxWZSuO32O5uNer6TFIuKxcQ47RgqW2W5TWfJZYgfOx8xMBy8Szo4osTYeq+6ccMB5QlFr7j8oxdfcfHFlUJKpsbxZlTttAc7/q5ieWvbX1urbYxG1xzbPm6FPzzUGVoSJlFnuKrU9RN1FIPc9m1i4XErPzXtt1ra2wlXcpYm6gQooAY0vcnp2A9WVisVionLieyJ8+pt5lPOaViIlAUT9xZZu0mlD6vkHWyuWNTWWvzDDR9ip09U0utwpGwm5Wg99BereBsveNIRaaspGbf1oICYLNLoB3GSogkQTYHJnJw2tCMHIWWhYUfeUP212CDMEVBEkpzoQNUTT1pz4po1xSCoFCv5UnvL1u3NemNooEIkQ5FM/4WgFbXGRsebdXYnKK1cuTQIggE2KC5xJx8WS2GhJH0Gz3+vQK3RiS3E4+JydNsNt950463bd4zKb0dZc2DECKtf/OMSI5R8Gi06kjQcbuPfz0IIqgUhC9SJaxj+81GbsWgXrwKkXaxYLagpMv6nnZPWLD/zAacdt2oJy0QY4KndkoaErgh9V8omWsb3BrqPCqF8QWiXRBRkFBukUQV8r8SWBtoNIbdrdHzrlh13bt7G/mtjDQLReeQkN53y6rg/EkPw8SpSbDFSYHHHVyrivdcmzVKZVSptOOZGg5RukhixRsq5RqlpE0//n8MNJ3todn+ZamHAHeqCGXbneqKU+ml3zZlCPFsoiCpDP05UlCv5dFGuFaOZTHfSOo8rKvSXv32dOQLths9+GwKGwMEiYCsAB4ug1TcEjh4ENm+49tV/8IqtOyZWrzq2XC4sX74Ct5y29o/FjI0BXVs6ES4sqiOzMFxXLtzQRTLeQHTgfU98xgsPiP3X6/UPXfg3o9/84kgBr29Ipzcsj+1gcxjckGgfMvbgLY7FuyYaoR816oUNW9NK2B6o+DjnYHOv1SDPYtj1KSgWKxLw6VwUpfUonW5yqz01HVerywcHqpIYez++PVBQ3HUKbAWAb448RvhfLeTL+IF73vj0BPoDKTnxusEFnrBdhgvBVZwr7uMgQB5PSCbLBs5NiDL0Kq8XEtpAmn2clNSD+DM+9FIZcq1WCzM/qwFkzQ/DSou0ooV8q1VX5lBtXCzeSBgDNmH53WD/J0e91gv8HWPjhVK1VCmOLEmL7Xy5VIFMNqIIYaImeYHQuDrLli8NiwQIFwerZWQMUBfYIK1YZnQK0mCLgGYd9WSytRMZcJsnF+ZS6izbicRjY7idiImKrMJJxd1FTaXkYP/HRs3wtCAgjYSJ5pUuaDffoSP8jKDOLGggsUoQU0wsAAVYLoF4Y/keG6vdtm4jOtFItVQtsqjTDtVJvkouJqccFfCBSkjq75VIUKpcScy434lZhgAAJVSSwpl2Cig7OX/lkiXjY1PlfJgW0oGwM9Vuag0Hzo6WghDZoosWhBBHxn4OVAmGgnSlIM9WC8RhsDiSMXp+Uw9h3AX6gqDPDHxGD6AJ/umF14zX87qb7wOQVoR0wxVzcrhSzLgAdM1lN7PLrgZNscIjLYgu3WNViNkQIkfMSefd73zbv/ybZQRyONmLIWAIHDQCpgAcNITWgCFwdCBAOv8XnfdsvFXgvKOjo/n8NNGYlXKFfO84xYv8wx+hwzJp6h+sC5aGjwdGVTw1ao3o/Bf8PvED+4/WTTfd+IFXv2b9bTfef7gaswcxXikdv+oX7g4G1iZeOFRtNMiX4q0cGbl7YnqHF4xOsr9urlrMj00QeADtg6lDF7H5wgK1F1UQYk5uk7um1iRdfwcOPDS0Cts/7cLHRFGVYl+UNY2c3iDmCvUNydAJuWdnYRxayDZTckl6SL2DjR7y55Y5FDKLd025GBB+C5ElFX8TE66ov/QfrZEQ/Npqyl9G8ECXyZrJGkJaKlUhhBBQhRzg2p4PS7i3+2XiqUGPEvIxgjY66zvsXyQTPphGU+MTrWazOFg5Pj1+sFJZtXwpGzZn2gjeQKgclWJIavwytn58ZfiBJ+c5r2BwbzVrUbM1MbGT4Q4NVxhYruiNjk9E9cbOnbs2bdnaaEyjHjB8t0whpQ57PKk1pSbB5hWf6iSBrSpUV8RX1B6IcmGriSOP5pnrMv9zj2pKWgr5FXOXJoHPD9mTOrnN23Y1h6unrF7h3KS8IosDKGAY/otFfOGBQj5G8tbXAgrnApQ8P7xxkcVcgyADyFhtuhiWBgaqZJ8ifqESlBsEa3c8fLdUizZE7emEGWMIDFhcO8ceCkwDCzhBQCw2ZSWv+D4KFDEQ6AAUEocXaxdh/9+HY/e0/D83d1+RmCq+uwa/kZNr7sha2/3GXaWXmfKALFT1pyRkSeWExuhd8dMvf+HzTzBHoBnQ7JchYAgcHAKmABwcflbbEDg6EKjVJj7+sY80IML1JsGfrQb26ajVwkFZ/uhKiS8WiIMMvAriL3cOGB/0D04MkWpFDdj/hRf9zX4GAExOTt50440fes1rJ7ZswmO8nkbFdqdaKpXzwbVeuCWXb8KUx6dQP2Szb7ZL4VC9NSGKhRdN01syVIY44QUCh8YZ3dEpUSm2uYJVwQpb5OAvVAaqA9UKtn8OcXhZqR2Tg2qXA8rK6QdrOjtc4ScyUBmkrUKxxOYG8DQGlsYJzjS0j54TlHCkyVG+k2KsLdBva6pBXbJMKrl8JEs+iwtSMWCjhVypKO7LO2IJ4IWR7M8K8mWxoAhR1+qBrzT3YoHi3nDQfKfA+oIborY1g6VCatO4UZ+IN0Rt+Kus6nn/uGNXl8Nw2Wq2Oo6xtpdLQbFYpDz9F8JSnOTqtdamjZs3bdoyPDg4Pjq6ZNlQszXdYN+uenPD+rvdOk4UtxqwfOgqXesENQTp2d8A7EBZqwISyyWHxRuJd2LX7gqaIBZ6LQCJ7KoNajJwWmE0ovJSGTR4b3THdBp3CBhnMtNjli8ZqK5eNkBaJQClk3qzVcNlJmPt2ObZ/EyUHQ+gVHudFdgpAed4UiEpBxXDGxmsknR01coVDVK0xu0mW76xVMLqCZ3BpkXkxaYpSePoDix4wKq5zLoEe4fxjuUhiiAfU8RyhYZOJfefSgxfsQFc4IVplGguyZB7o9FrQjW/VFIp/eKi3rjDzSUXMwF2X939Oyuo3p24Ch+P4wltsuCVPdJrSb/Kve8dr33Uox5jjkC7QbPfhoAhsHAE9KG18NpW0xAwBI4OBK679ppXvvBpMoOLi5DhBmsym0xhXBf1hxBp7yWxJPLgY7eW5z93oVzYV+O09YznvPzd73nvfjr//PhnP/3Cv3x426+vrNanvTCdanceVGW7WH8qDNd2wjq7XbH5LekyYWzkTYQwFToTdQJ0IbHjpOJBBSmXi2TFn6rVSCgjNw/xSXE/qBp6AG42gwNDQ5UBxbBqvULSQud4hVBCsxgAmTxlOGZRABMxzuwh48iNj42T7pOwU3niYDdOaFGkHfdx+axLHDiqM4mrNZFdyuMUBTauI1m/8VcRGcWyDFdUdKycWSDpqFPwU1L746GEAkD6f/QNWsHYTmPwbkaRKQA0RRMOYu1YG8OEPWJoc8VSdXBg8LRTT6xUi8uXDEMhly0bRgOpDFaVuDRu12vRxg1bJ0Z3Tk2Ms0sxWUzxqCGVz5atO6H8Yvv6OsAsjuD8gzTrvdi/eDESZF8Wjt+6xx7YZCYHCsYPHWc4WPgFnOCWjxCLCEArZyfpViLNHBRz6gHVKcvAML4/5MGnnnjC8Q85/ZgllWCI7Qx8n82Zt+2caLTw4tEctZVpijERhy1/q3qrBYNnGYB9B4i3BiWgRiHZuXNiw6atd929hSgA4sWJMMbnCumAi34ZjAg4XkBOEAIAGBOSssCA9hQrLxMjgP8DunQGkX8ORNZsCQp3QTg4NFxzuq+HR+3SXIYdT4HTJVx99yL0VIZ1E04kBZV0ort6r+rS9Dpof6xJ8Cuqo5mgrOghpguUsLTzsMe+8EP/ao5A/4OrnRkChsDCELAVgIXhZrUMgaMLgUsv/T70C6d5zPsynZJaXsQTbsshL3dUAkgMCUDhijhRwFiwgpMxMvYKz3juyz/60Y/vD15TU9M33Xrz59713vFf/zpXyY8tK+7CicbzdnmdWis/lC8RcUowKAsRIlpEx8LsSE3TSiCFpWIZ5/ZG1JxsjON6M9au0eOMuRfuCSGVWZdsm5WVS1fCIPG42U3VPFxXxFgdHXSe7UrEiaM4xRiIPMjRavL54aFBWD6UFecf/pFpp1VPKANxw8FGA0Tp2U2Cob6Y8lmB4DK+UnLa1762OERBq4GOjWVFG+GsxVIRZht5nYFSmU2g1IO85EWNxVlpVOlswFWtwwtFNMVIaY9xt/IQb8c642ZjvBlfNza1+tjlY0uHly0fQQIykxbYZDfJbd60bfvWHVPj46xCoLvQOcsgtE/KVpxuSiTXQRES/dRwaE+jcdw0Y7SOu3INzGTnZq7lRZNHu1MSU2gtoqiM8p9Ka5KuouagzCK26EA5oaxGKaPfOqUMw2UtqbNp6+Std1zRis48Zll11fLqknKYNpqkP2Im4MDMnJQsL71j/ZaRJUPUZeGFhuqNGsoobD5pxWh9AwMD45NTLGewoEIlqWTKTIsXEHoeUkoDcRPKwoO0FARBOsQSKWd2OqSEQhuhFBoMg+CixBTDdzJr+YFzbrv/jGL3kSGWvbpqPJji+Dqoz391J/h2N8haT9a4g1OPYlZIhbmETiIlhScoaZP2VKPlBvrHFT/+0mWXvejJTz5XTdthCBgChsBCEeBjTZ9OdhgChoAhsC8EiPQ98/4nLakGpPKsNSOMxrBeZ6iUW4j7CMmoFSxX7tSoA62Y/cAUjfru93/8ggtevq+Wu9fp4ktf+nqa1L/wjrd5cWt0CC4XRPV66NERXDzENI9vDK4f9MtSA1yIk1aKtzcu0lAp/FF4xXZOvv+okUbjtVG4s/g65Bf2nHpBoTxcGRoZGOYiobpy34AOYvBGMyDHCi+QLGf1hamKVGYLB853xWk4uTBEjDaiTU3XoIBR3GZpoNWIxOmxnIvzie86yguhw7wNy5RdXEbvPCbthlYPaDwjnI4Rsl9uqRxOtmqVcjVhU7GWjPX0Esskj6pFizQhD3jGSINwSMSEnZIEE4EFoKDgRJqJ9Au55BCBELDUQDagcrGkwXQ65GuKm/KcEg1nmhyJ1YRBhXkj/FDlRIt5g8VdLbuDKZaTFyXUm74yhAb/Z+7KNq7uQUQsVr9EfvGhiVMs9AqJdmKyVuAuo0mRhUn2dQakNrRmo4lAhOOPX33s6qWrVo7c57hlbZZEogS7fjPujE3VJ6cIeZjatmPn8uUjNVQa9dVhVzikW75sSX1qmgtMvZi/m0Y2KAA6oNTiiVZ+pADoQUEaTT0y6TqtaJsCx/C1+bIK+7riANBUakxOW3C6GJPJleyqhOeUoaqM4KGyxMrGlV1yRXhCdZki6lcH53qbVQINHbrswKe4m4pOPVIoc0gcMI+o5E7lTwV6X/vO9eYI5IC0F0PAEFggArYCsEDgrJohcPQgMD4+DnMirw4cxHmheGExEHXE4wcLvOgVdElvoS8wuxZMqo0DeuE/PvfNp5x7D6ZKqP+VV17xyU99cdXI0Pe//O+Fqs+eYcWQOONJMsP4Ac4gBcy40LJY9nDILvtMJTL/ixLFxBjLOx0aqISVpMeR1345z2axx4hOY0OOJsNCeWhweLBcETXDoZ+UMOgNSExCIcgorCrP7lNpkMOTRCZ8/FoUAKAkNiJ4eF4wOJ0TKkpy+uk6OXlEI9Ok2VACH4gzzB6ey0FtvFWQB7GhdJJM1JNVEhLZcAWtAHro1CSWFzCMd6JaIyFHPygCG5ZpkU13OPZPXAFmcq0AQGcd+yQwFRcWxqz7MlTD+7UGQOfwclomOQ9+MaQl9ers55WwJxdhC7qoJQgctyin2eIdeOicfkXbOTR/IqkQXE4Q1RFgLfnoLtHcuq0xqawKZwSWKu6gWVQLJkALCwkzR0WKUhKFQWDQp4Yv9k9lp0XQBoTWodvO7dw+Njk+GTWPL/mFoTA3NlW7/Y4Nk41apViqsa1Dkk7V6mPgRSIg7PosMTntoRHtwoEKVyrpnjQv+VnVUbdSyDQSQcQvXdKGDW4AzpWNUy7qCimNWNdKiHFvulE4PUaSA4YcrjL5NRx1oH+uHQblqjtGzx3eZGqDwOEdFTP2TzU14Y5MDcjAnLnEL+kAquLOMm3F9RIjGghphUZi6tpXvvyFN7zpL7PG7NUQMAQMgQUg4L40FlDPqhgChsBRg8DGDesf/+izMKdi84a/EfkahCHEFEYC4XY2VsV9ZnwGFgNPefZ5Lyfhzz2y/x/84NLfv+DZUKbjjj1zYvutbXy28fDGJdzz2PMV1isfdTJK5kPKYBqHI9F1HLkNtpztFq6GDHBuomgprN/kzpRnv5gg1m42KCiQ6h77OJZ3CBj6g4gj9A7JoWZIizkcXUD0GhWCWYUyw8IZh4z1opIKAIDYY84maLgVE4QKYXW83w+IPCAuABlcYdE3R+NgurIm7ya+aADcYRkA5q7YUlYCsEyjJ5F5no13wRVMqSCK32mznRbqjSTjDcsacFQEwbNGbBacHRGHjiO+61BkXicqh1HHaTEoMhkRVS1pTnBHBqCrlFQ9kVidqg+1Ko2Ac6l0DEE815VjFDDOTFmgoO4IlYzLSh4NWMW5Kp4tkz+UHradta5fblTUQCMQDlwhBsJhMzMikWaNnAgNJsz3Vq5ctnXLNt4GJeGMhDSjrt1/Zf53nbpe3NA1PoTh+aRxOkIPAUx1TEEGLYkZMZPCEgEeSnIBUiyLm0mFKGvwPGNpfrq5g+yyjELBDXqI8qwRaEFIEFGGK2rKjc69uGFyjd9Ipb8Cd+rUHU7dWx6/mYpc2K0z6BSRd2sgmn2w1woGA0CJU3bdNoEJ9JtvJkw6AKFicSHHw/Pxz1x+5plnIYodhoAhYAgsAIHs02oBFa2KIWAIHC0IXHvtNS9/wblB4O0cg3mL5kDXZBWH5EojEIGWqRTm4gjPs373FfcY8ovh/yMfufg97/nbsl/E5E5CyFD7yGILxjsfhl1cvXwEiy/W81KhKOrmiBxkCs4WyUJLvk6MoTm20IITEbZLsiFkgTBB21AVnD24UywqqpOwAXGyjJEhLx7kEhwvIFYMpD04UuWoIy1yW+RSJJJu4Y7chSaSQjQMlfKIBDxs04teQq8i9ESakvmngA6A4qE+eCy4LuJHbABLDL4vzxQaYU8ApwcEbJUF+xebkzCwT5g5h+z0Ba+YDybqNbduIFlmGJ9CnlmLwH3fVxvUF7dVZX7EtR1AcENM7rBV+CvclnaRhxIwyxm+7SjxDBqOrbpWHBEVt6W49ASqACavml86UfYienJ9ibLSvdNV3Gh3c3EVAC7R0zRGDN6CmwprWUZQgiTNuCUM2pO2MCOO6xjh4dwSeTdBV3F6VlSJup4h3e5bSwxdtF7PoOPlkHtJxXDRHyjpCDcmf9FrkABejUhlXDGn0qBsUkUNS1jNHg20kqlGq1kpVJhirdyI/AtMBqJCUjQQRnLxM1PRvXczzsUMKj0H2TOQ/VKHOtOPimeHK6vrKoovlOJqkEEKiUbQzPGQca0TalWNnc9YDVJB5y/V6Vx9w+Tuhuy3IWAIGAIHhoC5AB0YXlbaEDgKETjl5FPG63BmUWWIq4gSzEc/YoGOLxIBDL/xn3neBX/82tedddZZ86ME+3/zm9/49a//Z0XmffLQKOoVN/xOWk0TogySEfLZw7eLBBHHURq5VDMi8ZSNogjWHObZssn5joj+QiMdBRahhjTLAC2zsSNo5MTEso5fPLwR6fGMZ5WAhC9wLCg7ziQZK4V2QTJheUEg8zKEkYZpDu6Y1YwJLMWpPWD72ZS8pFDXUlDyA3E3/NcdSRSz5J3yI8Hf5ctDQiFMuGgqeJfk5ZUuLq7AWcgvnB+2rs50jfUDv95qVoMSJFjaAyoRQLcIYNAShiOyzv1DWpajiK4tXsRe0VbESjUjiK0ZgW8DDLfcZU0Y79ALVAQGK7iYspm3brZEm1VdviZqln74JyXCUWahqenW4fCeaSFz8tktBixcGgNRuVmYgU7pC4xF0DURil1ANueChSSURiQOjYlyLqAczUGJUAUSlYEHWDXq3dybyeFcxnIpLVJDnTKojmjOaV9anaKImxeVcO1LdrBm3knLSmMKetDsICSYOGrd8aa9obbfjIjG9pnuoZyvB1NTqFymEkLIuME7tAUx4rkxcModjccV5FXi6132npuaPvXkLtESupvecci8r7tarFB76lPViW8nZptHQksDqB8ZvihlHe/zn//MS1/6cvVghyFgCBgCB4jA/3xyHWBFK24IGAJHFwK461x99dX//O5/cITHsRyoYpqed74oyOOf8ITHPOax+5Pm/9prrnn2sx5FjkYI9KBSbJLKE9bOLl8eKeCjFjTRWzY0ODIyhEu+NvQSI5I3j2izKBD7w5IEJi6WSxA/HIBI5kgjSkCU5XQnEWncRnOgKK1X8R9Hw4Ds4sQjOqYM66wQoEiQ1B6CLr4o4ihnIegV/BveL88msS9IH1Qf5g0VpRdH1KHBmO/zBa0g5En/E0IwYXGEq2JmZm8ER+ec84h4n/5LwWFrYRYrII50Jws3lWcWCiB+ZPEnET8sUL5VrYheWS6IGxHdqj55h5DbNea2J6YBdQLTFzPGwi1mqWsUR2YA447j7iKWripguFOV+5+LvFFhLtIOEwAQmgsxdUo5pUj6FcOjDgeXgdt1xcUUNYlb6oAXrRioDLOjGAjXoFNvNOhMQEoBEedI54bD0FVdbNedcNGN2CPOHHIuXCWwxNJ1flz8rlCcGQb90KFaoHveSHDKS7PAYcw5gDlXI0o4ZUBOUChgzK+TmvKSWb1LJvYESOtxvtaZrCSdKslIFXuxLAjJOsvhulQpdy7ZnXQMmTsqQb+uoApIIsmyWz1wQyFCQ/2K5+8uiKQ654cmnOcaz2I27sBHjUKTCXAR0xJSrhazAsTcqK5UJ1YHvv6d31o0sIPbXgwBQ+DAEND3x4HVsNKGgCFwdCOA/Z6w4AyDkZGR/czun5VHi3jl7z8XT4ZKUBwosYmTr8wrUEZIuTPHNpsxIQYE7B53zEpYM8GdzWaLzDmUcosNBfZ5JW8mBmS4UZbMEa7MnlyiplhJO3jwE6icTNcaOG9XSuyqm6cjTNcQqGYcY3jXNlG4CqXtRhyxoRTb40L45bXCUoQ4HEwM3odQfDhC93C5EcmET3O/3W7kC2m1VHbMjlCBIlHIUDG8RRDIx50JfkmzQegIqYdOAF/M+CEjgA5SQIxT9bFzq3GRPCXNlHXcJVpts38Yqy0SgeycGKnlFiKiSkvOt0kf2rRCCX5QfrhBM473wzdF0Olkhvdm1USeuewOrnATnYI22wlzMFwh1Npjy2D8qcYnG3X2Cc5s5DS22/yvSvJLEf8FF9nXYeEuXSnSyJ7PPaCTb5gE50A+57rjgMx6p7Jj7ni1SEKcglw1ga7qShCk2qzjMDwxYv1z7dGvZiUbmsbNqcajam569E6nrrj7jazSE/SQiYWzSgOcilBWMluaoJorDv4oY7zSYcqTBLVmjahNuiSlu0rSQikfErSB6AIZTSobizB3uVylFtG3+LskFgoSJTvTGJ002Svg6RnjPhLoROc6HHRaz3BPHh3pAdF2F6xDlcl5yi4OOfYr08KS2qYH+b55nZf8/oVvtGjgDEN7NQQMgQNBwBSAA0HLyhoChsBBIAD7f9nLnhnkwxXViqM82GRFk2CWOMlj2yb/Yhol5coAjO3kNcc7rwfyVyqPDWW0Wy4EH5/+QgDXFwckaz0GdeXJUStE92L3JgMpBA8FgOphWBgeKFWKhCwrySX1oU1Y4iHcLt4AR5s86SppCS4r+kWj2OZ3s7LdnFJkzhFQFAyx9nwBn6KUjXVxWiJgNOcXM5Fk4feVwl/8GHM+2yUoSIA2Rf0ZLHSQQ7xPW6bJzg471RpGW+zfXafJNAjlnEmMKgsZSE5xFRXvk1uSW5PQ3gXKwI9h23F9ebm4lDhOVIUbOwbJNTccAFX/egt5dNlCCcjtLB2qlPLecSuHTz2B/YNZhWhtH5286Y6tuyZbjQRnL5KnkhhHhNmtk8jGLzlkonbcV+05sKR1qHmkcz3M9M419SvS6pYnnNLihgKeIvkUB3S3wALlVmQwTdKQU2rcaoNq0qOw4WHBS14N6lDf6lJKCqcSI0MpE4ieofUoOoiiolrMYZc3poQFHxQQgJQges0aV5OEZTOHPE7ATuskni2ViqVmOhLkmtKoFECszeP4B0fnGaQLGlGPekGNUGd6kPTAcK4fDcDdpggjdl48XGCk9MGPE11jcYs0lJ1pX+OmF1QScl15fp3yCM1TgxagNjnX5tPtd3/ga7YtgIPdXgwBQ+AAEDAF4ADAsqKGgCHQRYB1gA13rbv5pht3bdv042++Y3K6/IBHnvfM8174xCc/pVtm9gns/1W/91yI9qBL6yNzssih28rX94aHR45dtYz8+ps2biX1J6sKJ605DvP/6Ohos9HAhQb/H9g/e1dhloUhOZ7Fq2tGAamys2Idh+3VsfBHkOq0FbUI260WiyQthcWyQRV0mlTxEMAmGkBH7v5ZrKV4miNykC+ibWFlonNamRAvg7TRE6sDKiTbrIzcZPVMk1IprBe1VXBYIC8qnE/kkh15y6gxtIA6gusKhmdoLSsPyCoiTIuO/YoUwmmJLuVAw3GKAdxOSgM7FYj3y/xLBRVwEnGFU1Y2YIlByMa3uKc7i7SuKzNmtrqQkX8nOBI7JioFgFqZ+donhJkUS6tWLD3x+OXY/u932vHDAxWI5vT01B0btt65YRvrAFtHW034KZIAhHPv0XSJlHI4PUnjYizq2qGSgUiPXEYE+qJDEWVKuLUPSSRG60iv3oge6wdqDYvncBBLYG7RqWtLqPPO3UVD0LoBrzO1xalpIfOjUcp/CgtgISvxeJUOINi13YDCTdQebVNUF3nVuUz7epddTNNGmkadTikIKyz8JJ0iYwp9Aj9YmoDzq6jkztrSEg6ASCaBzR3dnXnRL62cSLHRmoi75cRUYa64gbvL+ovQIVRpSsMXXNxjolnu0oZmDmveZQ8ESFIIreRHv9x4QAtxrh97MQQMgaMaAX3oHtUA2OANgSMOgfXrb/vuN75+x23rnvm8F/Dnfdrpp69Zc+JijXJqcuKG66/csema1tTFx54S4V8xNtEolSo/v3zi1z/DQXkgjUv/+LEvPvghZ87u8dJLL331H5wPCcq3/SUVZfXBpoxtGoNpebB69sMedPKxK1tRdMsNt11/+104xC9ftmzFsiWTk/ij1OFbmMibTXIi4j8vfw5xI6g01Ay3/pRIzYDPMSUJhcfJLNom3BYX/3qzCeEbKJcINKAKNZuk8IRqw6jE1KDLwCOnCw4oFa/ilXD2zMjuvK1hZYrKzbg1GULdcgM6BXoIe//6Pps0UT5Gr6CtIlmH8OIPAhYaWM1g+y6FFsPn8DtKiDsVr3XsuICcWs0Ql2Q4CjWG2TpCT6UZkgi74yqv2i4A8USUwQ0Oqk9tqlBV/5VfSEyR1rWk4ugvJeGbUkcAnTfZb049sioVhsrFk45fdb/7nEy20eVLB1A50I4Ctm9L2EQ3umvj5iuvXUcY7Og0/i8BeShdUIBgYihALZgRgwPFBuiEug5xYKk1LF0Q8pBnKzgRVPFcLX2I1bq4bdY73Du1xnVm0uGidoSbI9gITHmngIgh61TvuateOeU+Yxe5RxreZnKpD4rSop6QDDHYvyqJmMs+r1P1mFVAOBWfaUNV1RiRwPjcdDokZGLBwIVgu9Zg69LOXGQAjfPPjVtDd/gjHXhI6eGFVl3Lrj0307vfSlyKSdnQPxWkeQefxFNdDV/PuQOWuygAFGEqeBBYBCBrrfQDrVdoYzjvgldeaNsCOFTtxRAwBPYXAVMA9hcpK2cI9D8CWOVHd13xm1+96lMfgBSy71Wh2YzqUev1F73z+S992UHKT+O33nTF9jtfvWQkLhY73/mWd+4z/FJ5F1ty4YZTLK/esqXy9S9Nr79xiJycf//Rf+/qAJOTEw976OnsgwuRXV4axOHc0XSF6C5bufSZT3/sQCVkw65rf3vrz3/1W/gWmwAPD1cnpqagPzhhIzbmevgz1AsfD2gfTJokkHx4Qfk54xwDv+N1EHTnJp2wjWyTgcPIZP9ngwDIfrtTrzeJ64Rw4VWhvcCws0OjIJE0KSolPYAQXXFC944u2CSWFQfHO+FhbRKU4g0+GPhDZQzwMLBc3ClEBYzEMeEE9VqzXCaAl8T9WOmhcArmpT3588N6HXmkcfFlZStiAzJGoXSj8i5xdD+jp7BBhTXjiq6VDLFtJKI6v0UEJbCYIj1wC+EzRuyEVK9uNYDfrGZQhstimWWorO8tHxlaNTwYVsoPuv9pUTstBuytTA5W4iCYDahyWqtNr7tzM4sAu8bZfDeqyxHIi4hEUPZ8R6Qh8bihaBi0KnIvjg9c7ja/EbLA5miwecdpKcDoOJzWgPkf9u+yakqFEORInw1AjlBOMXMjA3vGSmEXkOHINOXpj+JudpRASWsd9O2s+K41Hg3xYyCSed1NouuNkuTQJGZD0LkFAd1VTdVnJHTNEKikHzK7gnynTRJZTb9oveuU9oBfCoBERvWQWK4T9+pg0AXBASjy41e7WSfqD/XAgaUSmht3N+te711TAoPbGiZ5ioQaz3SMbApj0SIAl7TLMtoV/6Vj8YCl3je+a9HAgGqHIWAI7C8C+jyywxAwBI4ABGq1yU0br/jlz5737W9EpcKIdqjtNJJcPUrrP7r8Rwc5wOmpiRuv+Ghh4v+sXjLdiabiqdGnP3HMT3ek+Oc30kY9Nz4+Orh07BGPzecHd7Kb6utedn7WI2rDRz9y8eRkDfZSDavwMKzvIvPFYNWxK5/1rCetWrEk8Nu33Lz257+4hnz9GLOhVZu37Gg1XOJRuA9EFSMnxA52Dl0kM7ujV8rESU5+CD2OKjhnOPJOIRls8ayRTz/dKJkMCwJwVm0fhnM3pFqZOsWG5ZiDlOL1kE1HHKGCzpWI98gRen4gV35nWfe8Fl49OY8AhQdWK2cFxQeHhdPzfrWdDrYT8pmyC0CpUvXz1Rw7CstOnEkpF3p6RxRYHf3A2ByNpQgLGKK5XJTtnzNHRKHWOCi1YjaBgkLLNKwBQRbJSQ+j3M1rM3jdWxFRGpWi4NihmhHZpBLsV2pIJfQHS8EDTl3zqLMfcNKpax7wkDN2xlHD64wnyY6oMd1Ox/UT1/NRrhqceOqxJxyz9KRjlw5VS2GhUFZaU8Ep6zYNQ6Ahv3TM4bQAMWddmFkm4S7YzWhATkqJB0XVL7kHgTqQi3nThpz6OdPkMgVApBs6YyS808FvDR9/d3UogzejQ18DMilWM7sLSBcCMRoSxaYj9eZgARjRZC5KteNMXfBD0wjgYMtkyfASaKLfmjFIPjEiTkBXj2o0wZZwUuJ4kDU7Mz9OaM2hZlG9MQMUpQ/JohM9bK4Lpw+5tQIHo+ZQDws3dZ8WQVJPC7ohN5BGh1rkhwIcEk8PAi9ZB773rn96mytnL4aAIWAI7BcC+pDcr4JWyBAwBPoYgXptct26X//y8mdMt5Zc9l/lwC+7tDq50cnJVm1qRy3duAP6u8AD9n/rb97SaX25I9/2VkJLOa+IW02AVRsHC5nhHVX2tm875ptfqW9ev7IeFV7zxre86KUvI+nnU859ZJgvLhseYs/bgh+KvRQKJ5164tlnP+iElYOdVnT77Ru++r3LII7k/sevR7ZbmfUdO8cCS6oZ3H3wZ9EvUSYoFo3ovvOahtJjloUecY8En7ApiCAeQdO1JrQSKo5tG/s3EQVkUUFy7S4sJioXHwpwRdZUiCbb0IquaZGB5jD8Bx479eLYX8CW24RYFrzBvP+wwfLJYaHEPl65XCOX26yEMbnpTn405++iO/ZLU2Yj1hY0DPx+CFROCX3ADYmWHYXjnUgotxBcrkeMSwjK5CuSp8PJA9dVK279wKkB7MaMr7+j0WrJ8Vgxx+wnI9eO5dIWix4AAuM95bjVhXZy7OplD77/6Q3s7kGwo17fWavVooYocc4bLhXYV4GESeWSf/xwWPYL45t2sXb0q6vuQHUan26ON8mRhJmZVEv6xoB8gh2zhWKDpKTu4QrUl5ucaBgq5YRTWRF6R2/lrUMJ5grYKYeS5BrUXXF3jVvl3XBUjzZ45a2KUU+rPru1IIeXVgCyAmLdM12qOD9ZTe7yuPFUKf2o+ke9AnSQoQPVzSQVpPQthyInUo7N5nD4Ygtop+xAx2lTuoeeP9emE5XHRLPBq7pz6sDMAFRBVfTDb3emXzPCzdziVyaUTrLbQoBmeR5Amw2wCSTB6i8vOKLcmYRMT2L3aLRi3qAn6eF18clvuejDL33ZBTPN2C9DwBAwBOZFgO84OwwBQ+DejUBteuK311987a/+3/I15a+9P6wUBkXMkk4jwok7Iqf6s89fOC3Agefqn7w58L5UKjThG+L7uMVj0eW3KBQMCAYNzVHC/qCAj42XRFNpFF7y2fc97ZnPeupTH1spVqtheahcIf0mZJFqTz73sQ+47/H10Z0b1+342RU337V5E0wOq6cj4fh5u4z85G2ENcuE74gs7BnLMYsHGEhJyI/Xu4gx/YrqktTTmVvb3EFIbnAd6zV7iult22u1EtpCKyB6NpCJV1yOsmgazkQPh5fN2vFMfqFZkOcHVxaEYtMw/INIeekvLeRPDAvHo6YweohhuzOQdE4Mgkhcs3NDI2r4QSNWNECpVMUHiSosIGAolh2e/vgvz6DMdUQxEPyDn6IsqDWpMKDJL67q/wxFlfFaHFO/HJNWAeR16LsZcNRRxJT/8FEpQki0dHCg2aifeOwx9zl5zcoVwyuWDe+o1SaS1paJHRO1xnjUbMDqMTDnO3fXk8F8OfDCEtuyBSuWlv3BVSNT63esPm7k9ru2p5kTk/O4QfkSSLLKs2Ut6DEb0r0QDhbKINxdSc4w4azZOggk1cmpsQtiZg0aTh5W5/wkoZ3sXBQgGqsbouz7QMdd9cI9YITwoofIB4dWWMRxg2UJhftgKGZOA7QvIFxPAsVpGrTrcJKeqBHoPz9Z5/QpSLkniaWLJJ1Kp3N84N+lYemh1xSz9KSe9KC6Q/OkWk5mPcGUEht3V7MS3NTDuLs7XczGpysSNWtDDUkc/cZDTU+NGm4JXSmkCStWuLlpjJRBaHQh/WH4SnzrWmKc7/6H1z7q0Y/Zn7041JsdhoAhcHQjYArA0T3/Nvp7PwK1+sRPfnLxXbdeNLSk/M2vDlWCwZzS4Xg1/EhSdrUN6myJJYa1kAMHnit+/JGRwlfy+abzZ8ZoLWsjWV2gsnAmuF1G0eAknK85sbhyVWvjbV6Ua4+N3/WRiy8eGqjmUn+kWklq02LzXv5xjz3nlKWVX//ihu//5CdFcTgl1sy4HVZkbcSL34VswxC8PAkQIZ2sMVAIoqPSYkGy3suJ32trYywCfLnvTKbuE62j7PtQxxLKA3G/EeUI5B2sDjRqygsEw4ISKodmJj+kUfhADMVfRfEoIKorqz86QCGfqwSFSt4fynUGCr6M6O12KcsXlMsVO2mZYp7/uHJ+p9e+rtlZ30brkomWxQ587NE+IK3aUIz2YcJ0g293kuTJ9am1ENonKpoAZdiepskxQtFWlQeR7L27x6kYoFium1FXyFVAePk0KVYYk3zOG6qUV40MDZ907MPvdzoG8OpA8abtW7fVJ3c0a+Nk+GTeoLOkMoWaA6LfGW/VCp2YTcjWbs0fM1xdRiRztVQZHCiVx1toSIAjmi9NT1Z/RAPSAjMuqJCQC05ysd/sgA5DbzFRM1tSbgS1Dg2L0fKLi7RJMQ2ZhtSA3rj/vJk5smtu1rNSFAEU1DkosM5FhlVH1JxZd8iJc2unAwHEgVg8UTyfriPuZYNxTJoSkp//YJ2LWBVCFqJuc61CZ6LjLcl1pmmKEhzc4TeAzYxXb3d3KGGoSpdMsFvroFfKasD6n9WfaSPrT29mDqeU0I3rRO2oC8mHpirR2PyOVQuaVWAFh0DWb7XP8FkEAE6qfeXLX7BtAQSMHYaAIXBPCJgCcE8I2X1DoL8RWLf2ijtvfevK46o331yZ2JwvFkhUw65UeAYkjVaj0azhAX3KqactbBA33XDFoPcOPxdDoFPs5eL9MsLzT3xLzvQz1AY/d0jL5M5k26Z6dWmnsau4aknyyY+9j4vD1UramIKyJ6T7HKxu27b1W//93/jklMUgxePVkrI0sjwg8kRqHdLS4OEAhybDj9/W1q0wdjFKeI78TTAtE4Ar325HgUTiSIviRo2Q2ioYOz++HmTlIUgB8keKocnxGpVxDoKSwpccI6djNAl4VUImHDEqEVQYlpK981vkEqbr44rRrnhpiablC4NZn8s+rvNFPxc6r5a8c/QZKJbuX05PTtP1SbTR69RpAet+vtjxXYixo6jkECX8l0xHQZgfGRpC4VHE8/jUzp2sHcjBQzTW0WMRUkiyUglpZLrhwJacTlgYLadCgPcYqcUF2bOqMzRQWrNy2THHrLjfaWtYkEHT+M2mu+6a3DXZadTTSICzeoMWIwIvRQ4GGaMLeGROiu8g+CIa9oZHlpfLPD+FfKfVaoh4AmMhmJFBO3aJ1/IcCAjmw9FmR2D1bHDwormRQsJ9WLImT28cN5eDF8ZraTc0yX/dZVxUpKgbk8514gpo6DSGnxCYqHXFRyuEwikRFFJdR5alYbmqos3UcUsETDKaAV26WAB1J+kZ9274HIa6JEQ40CcVd8sMS/GU25EeUi7r+XBlGIpqMwXZpMzUy9pwmgat8U4iCB7V1lv9FhAaMPc0e65UVkBvOdNLBoQrRnX2ydY2ETThmlIzbjjSr9zo3SOS8z77iXc8+SlPPfPMs1TCDkPAEDAE9o2AKQD7xsbuGAJ9j8AN11/648ueVi7ndu4qXPXDUrFQxdgs1wt4OcwN52GyZJZKomEHfkxNTYxveNmqcovGWq22X1ROHOzmPjGQsk7K9R9GAwXUJrRwavLh1JNyqbi11jxuKYkU45FymITDnWgaZotzRZw2RyeaExPbq2TNZ3db2ZVh5CS2L5CqU0Z8ESZZ8wmKzRW0fCFjr/pwFlz5nDASVBttiEtdkSHIltYItCABh0c8RzId5XNG0RJZe5RWHy0mhlSxZRcNyEIrvogCgbOF6CyNwBLRCqB4UEfCDpCFlQYWE8q5NoG9x/j5gUKwuhBOJtFEOwr9fAmje9sLSTTk+WExxPOnlvM2tDtLkuQ4InyD9sYObkBi6egMiCU3GZF6TP7KBzRQHUQJSGI8hwIClBk5NmhYnfigrNGiu7xF4aGexJG1V+yTkqDHm4wO8ioFAK2i0y4HhSVDlQeeflIx8NeccIzM7nl/0+TYeNRosSjRwZNEKZsQps1+ZbSJXqd+tRoA18S/hpyiWyfHCml7NJ8//pjlQLqL2gROoxKpH2z5orwsx8DFXby1zM+04KZJ8okT7z6grOoGbUPiSnDBQHEUL9p0tRwPZ46pCEvn2K1OuA51IaPIlNDZzH/HoIkLkfaih0+lQIGGHUAZ23ZXpSRSJOGPQnpHJimF+aOQRCgGUigcr6ac02fy7E6Bx3+KmsljLdnEyPXQZyLoLnX5l42H1tSUunENueFz0c24rmR3VUenTvVQl7x1A3JFVThrg7eqq1dKoxODIaHsiQJSEIIbktO1puqcOJ02e0Q6r3rZEy7/5QbbFkDw2WEIGAL7RsB93u77tt0xBAyBvkXg2msuvez7Tw+LuVXHDf/kO5VioUKeQ6WTUURl1IjSKG1BruFIZ5199gJGccl/XTxSjHCvxzkkCDDAi+tzwMJhRkoez2lKZCTcWYwkahWvuzEdn2oQsjjVyONug+tCVJuIEugt0aQdEmVCb13SG0IbybKCN34+DIsVsop2ciecfJ9zHvWYoFSFUKaewnSVFj5J5cOjuIIIvwxRPay/aDh5n+yeyuQpfyF4J64sHTz82ZEXeq11AzFpr5gvjAxWta2ryyTk1hc65Okn/73bCwz+BhUVnxOtglRRTr4WcvvBc0bZfNppNeevzodVvzDi5cpebiQIB4IiWkrRL1Q6uPj4Ubsz2m7f1cndkqSbmq2b46ged47J54/J5SppMwgFnGOB8kmB/cas0YRcJb1pUsiH2N3ZuQx1DXoNPYeXilELaP1A/pxsvOqa0w9k+tZld0VDkErQJr/nSatXnPOg+x5/7Mpjj1slBDwS2qdspTaOA1a7gVlbihKUF+M5U+HiKNSV64hG5X/lDPd11nOIB6gUR0YGlwyOlMjNGoAEXujan1jqhuacPDjOJO+IOzVFT6UjzPBfR3e1viBW7IYhwutYryTXaNwbRqmKGZVneUQqREaFVYQyalAIcnDKRd3l1bXJwDMFRHeloLjemFWeFacZICoDxDlKO0UAIPLp2ZCaQUfSWKSUOQyckkXfUczUEAIeK8ZdDaLGuCfPGfP1mGTFneRuuDSMkPzPpMsmJxujE193EXBGX9BI1IQrLHnVpKuupt3os3nnNNMLkBpdFJ1LT3XWLid07UakX+6UX8xn55LvfJvrdhgChoAhMA8CtgIwDzh2yxDoXwR27Fh/+WVPK5W9weGBL32smk+XNZImzLgYwtILtel4bCrCe3ugWqzVmmecccaBjoTMP0P5DwSy8+YatU6uhOkYpkWKHpzWa2I6MmBCBGVGJj0MfLkZBbVaWm/mmglWYb/dSndN1giH7bQgYyFJ8yHCkC+yX0LURAz98v3OfPAjHvngLRu2Ll06IotyPveQB9/vupvuvOLX1+U7zUhuPaLmtE9pVA6xI60bzJBF0vnAgciHopBINZ9rxTFb5Eo4Wak7hVJxutGMUT4ksVLRY+WH1xe8MCKVOpn8of9uLFSAGxOw65Ln4Lgkl4vBjr+EvKYdr9jGfYnmC40cw2pH7WQgH1RmHKJyU7nClo63se2N5zuNICQAolFPti8pQUKL+UqdmNVCMS0wCjYNE6NjGLVGHYWlqHREbVx/oibqjTPvOl7q3JxAN89qjqOvGhAHSwLZPMIcxTZhsRI/BzInHLvqxJUrVqxcAmVnZUPOVFri8GpRdPf4jvF4qkMwgtMexGapD2GfIdJioAxYy0RaxhErZwM2errP6iWlkcrxJy9L/WTz1im6xkm+6BcZg6io49AKj+bHucjQjh4JR+tFZMVxNWAquv+i+9kJvxDb0VWduD6zEycMt7ip/64JNeVUAt3k4I4K8FuLDyqpnEI6kYbAsyANQl5aKsZ7CnBIZh4AXdFUZhdF2BFR60Y6JCGgqbY64XkgBFq+NyCHnqAirmt+KzBFRVQru8xvzrgiCZ2Y2RV3kXI0ufuqq0Ix/csadG2rHddvdocCrjW1SNRDUmilZJhFVjd2CrvbescgNXHqWXXe9Q+vffSjH7PmxBNVxg5DwBAwBPaGgCkAe0PFrhkC/Y1AvT7xxc+dhJl7ydLSLy4bPOa4E++4Y7Q53SkXc2HgjU1M7sTk2yJbZ1pvxec+64IFJAa55cYrqsE4fIINbztJmLYiTsjEif9Im48N9t6F/8GpWQpAM+j4zYZ/2x3plh2QdtYc4EydXdMwLjL7Y9XGHo/VFScfWeuhONUlq8+4331Xrl6xfKAY16PhwcGkqST7U7l2bXpq1/Yt7BUWxyU0DYgPzv8k8S+EBcg9GoR89xXQmas3W86OnrnNoJ0kIn+OlNEF+7eyHVW5WBqbnFQx7OvwP+iyr23IoMy4Icmxhc0BWDggKtdpERlzk09Tuz3k+ceFAa4+KwutajFs5r3t7c7qDjpGNBwEJbL+85DkOrVcbm27vTFp14p5eTr5fsPLrV9S8kkDVJwspdVKoRp3IhYcApHIVPzT+RmRzabOHgc4M8HyRThhb2LVYrCOYYsMMn4ZhaWHidrBdEVos2sygVOE9ZMVI8P3PXnNiuUjA4MVpzMIBWqxg8K28V0J5m8c7qkLCZUPDPVxGHJMU8+5aDt2Y3oWj2RGU48MPbUonoi9k0aGH1Sp4EE1uhM1JcGXpxU3WXoh6NlFp0oGOpJwMm9LrUMDcBLitSUZRE1FyOmGV6cDaCBOAREQ2U1RWQlAO9mh85kz1dQpLzrJ3qlZUNKgVFSIqqmspM6zyvxCTgGnQbqO9ZppiK4I0goTjYKmaD57RNGipRnmPJy0YvQ0NwtOPo1EwmQ9Si5KqUFVViP6RUlOhAiXVER3s5szl9xlnau17FADeqM517AoL4WFC05tycdFt7e0a4bnhWBs1yg1QJ35dNecpB3vnf/0tn/98MdmGrZfhoAhYAjMQcAUgDmQ2AVDoL8RgP3/6LKLISojy/07b1hRLR6/dVe0a0cc5tJYZu+wLgeGFvbzwWqR1PcvfNGLFzCgzRuuXurIDC7orXwiFwTZGTuRN40DO7wNLyAZXhM/bvvsq7tzLLxpbfOu9Z3aVB4Hdahpqwlt9eNW4rOhKmzJsU+YyrKVKx/3uEdVyuV2Eid4BslDCKcY1IScdjO4/S6idaGfokBoEnlYdQuOprz6UHpYJr1jIc8rzz28zbE3eJNCAugC9oalVuGqrIZAZfECCosxDvBK/EnYKJlAxVhhZtBiRyIZFCEHrCHI9s6IcGsJcu0Vfo40kIUV+ZWnFROMr0vK7TqKT3tDvT2+a3DQb58xSmaWzmQhWN9p30q8r3YrIDGQUILOT/uDcdAYSnPTmP5xnYkTpFXAgbPtazrkTyNGznYNaEfQQEfyKAG2MEDaEillUDBC0VpH9YSJ6B90U2yP03KxSNbU+5x+yopVywn2ZZsGZUAS64S+kgmV+Wnvakwyg0wZHdGYZlF02LFNzUtGQKWDuOZZIxEJHiwWinjOpB6+Tw885cTaWO3am7ZMsO9xgXGT+x+VAkRpk7l1EtKmngmt8tC0fmQ2RxCRWoagV0qq65lxAHd2nTvgTyE3pkw03jiKnV1TdQcCnN9Z56mJqqKHgYgQgSHnGD2lmT+Pa00tCCSmO1MINMXcUUtdFYE3WpmSOoEAUmD0FEkQ2qSyFF83DpqnlhurK6p67nBPDlMilq4xaHbUb/ai9tWfG/1MFS7otopzMxubO8ta5x49ZzIII95ThmHjBMfDzyYS2YqFJKARVyDrVdBki3I/v/yLl132oic/+Vz1ZIchYAgYAnMQMAVgDiR2wRDobwTuuP2KO2576/ASf/v61Tf9JghHmmtvmYBItvJpsVjZMtoYn2xtnyDfJRbu9FnP/b1zzjlnAQNqTK3NDZV8r5ESr4rvOGRZplSYkvx3+MEmXezk2fBr14S/czR/1fXRnRvz9VoxjUU9YUP1hk8ALjtgEXoJTwmw3RdHznrofU4+dgTzfNxs4r5Sb6CnRJPTtZHhoSWlgS13N5qTLTLEk7cH4iPSRBBzXgRddliobUFJ/DngzxB30R+FSNKjI1iwOmopI6hXCgPYXhzF5B2aqNXpHFEYAdG98FZOIhzalYRT6eod+XIgoVF08ssGio988sBZD6+ccBq6RJLPlZO0Xq8l1cGBduzfcWPtjhtaO2rB5s2F5q74jk67kQ9wh49FtsURicqY8rZH1W1hY3WxExLzgNcTwbWiv/A05zwjm7XYKERPLFjMW3e0SOH4OyMQb5RawKFRaphQQbFZRy3dOclDkzDM7Ryf9oulpUuG6GEAUpwjSyZNt2utVh3g0DGkmXBB/jqONerVteNAzggpbUujEqws2TB3S0pl2H+Rq0F45n1P3bVtIto6hT9VyycHqHQtLe9woJSh3hTUpKZBP06xEK5Y+lEIUHwYCgsw2j6XudI1Fc5ouEQRNvqXCcaZTnnMVI43jsBrll1NhwaN4RwmzSErDS6EJuvZ03vHwWnDvc0azVqSvHpaaMMxdRrNhKZzmqKrTIFBeL3V0NSohFNJiT/ToaTVBfUn+fRbAmTFNNX0mLXN6+77asG9USu6rINT14zqz7x38/z/s/cncLdmVX0nfsbnDO9056pbMwJVTCJDUAGRRMAYcR4AEdsk/fnn75DkY4zd+XerrR1RELRNd7oTFGw1Ggc0HROEGBAUwUSZaqKoKmq4defhve98puc50//7Xfu8RRkjTQpj7q16nvfcc55nD2uvtfY+9/zW3muvnSjABogfxrBu3eITFGQvqMfgoVIw6RupmM7z6vf/3W/5wz8udwOrz/IqNVBq4M9qoDQA/qxOypRSA1euBk48fPsf/P5XdZc5+urwB/5NZflQ+8IJAn2KH/jZZ+58t59vbg8F7R4aWn3Na177OOKBEP4/3/vXlYMVAnNOOA/VkJpMbwNZAJHVZqOZz4v6jEOvGnuDxqX12ifvn507T6Qg/U+MEg9gmVeWl5eAzimujnPtlfnz/srTn3rL8fl4fPb0+Q7bF4iPOZuPpvPlAys4+BuxnwULQouK64RigewBNnOWCRp14DtbgXkbt1vswVU82GPHb+wrBqgFQHO7p7PgwHr8bdrt1t7QYxDk3Blq7Qq8iWZF0W60iKtCG+gNbcEzkA+09w1/Y+Ur/0brmhsmu8OLjQ4pkGGr8mS1DbwcNVv1L/qyxrEbKqfumzxSn+y2aoOLjbF7oPHksR0oMG3fzVuNyU3siehAu8H0O/FAlWeBfCPaD+COmVw4ww7hXtOFqgB8nJlYHMA04QFQCedGAwKWS2Eff/oJ98B1VPLJB05duze89ppDT7nhGDt80wICzLQwbybFUrW1Mx5V2/xvnwwkEaJWnGBW+wNSLCM4dSwfoke2ely3fECfL6yHxqyz1IbzZz/zCzZ37sQY25m62sE+A5imDjpFCrTDh4sakFjYKk6nS5wZdEnTrTO2HjhNbdNIFzd+aDEGeBUdO5yF26Zw47cx3hYfsqlGLRLNQZCkhR21KEkh7iJ7/waFRNMhJtpTcCsiGi3EchBpsXQk6JdzwXYwQm4F21FurLAgLfuWkMO44la2EuVFcflO5VJZ1R+yBXsLqRwH0A0pzNTao5ZFEjH6mlGA3WhLjKYgQl7w41MIY9O2whcOE/Adb39beSyA+iqvUgOlBv6MBkoD4M+opEwoNXClaoAzv971b7601aq0mjf/+jt6/by5cz4f5gB058iBCqPJZDQizr2TvUDRV3/NG175qsfpA3D6bO2W481KswCajYpaC+gBFCYGTN1jcCvzbLdXHRatsxcbD5+anDw7GgyXxgWnRAGyQLCNfFIdF40GW4eFL0yqVtsHjxw8dJjIRDubu1mjza7XeYUTqYzLubbE4WWzQX+v02ow007o9WGe19ng6+Ff4BoXAdydGvgZjA3mEmGRwfkABhYyqr/giWPGmJqe4f80ziJmClGRxpMpqwEEdSk8jQtAX19ZWdrr1TipC7ed2DqZ0Nm8Xa/+ve9ae84L89byeYJmNtuscnDgLYALpyA0bEP4Ho1H9SM3ZO1uLWvXZp9A29P7zjV7YwR3Tj8YrnSWWtg3Rb83yVhAqGLXLB88futtt25srF9evzjq9RTB1QKm69kHLJAUsSETvjWegyAdDRtwKpTJxggw5BLlIucx78R6xXB68JGzA6L8T4rrjhw4emAZwFolfFOzeu3Kgc3ebs2on1KRluoKZA3xwNkpWbrcCeZrS0Q9ItyPQUSxsDinrNJZbj73ec9qLx/45L0P9R85w+nFEHSrBLDU+X2hv4dUKYwgFAZ92Q5aId0cgLYtmmNCvCl1FDVF+0cG5QgagZdDFYk52acsjen1Tq4aizbEwSJe6i6ad41Fq2pRHcqWpW40HyzxRoeK/iODD4eWZpZ7OcJogW6oCsoOvyAWnAfvGi3BvXS5T7RTJ0WSRUNAPqJaeoMFE6Qmv8GA6xEkWk1aDrZgWRkgrUUS3yMNVs2tBjs15Dt4lg9JW5sEa/hQ+Rc//xPf+q2vK3cDO3zKq9RAqYE/rYHSAPjT+iifSg1cwRq4/SPvOnRofvHCofe8s9fvd7d7gFhi/eMuX+80a5dHI9xaSMFJGND51V/zhh/8oR9+3NLceVf1ubcCIdogWbb9ug6AYz3gaFrfG9Q2dptnLrQ2tvKLF4dnztaGw6U89xhaI4PW6vhlAF6BjqKRQCZAw+c8//n4lOOOP+gRj7IxzMd1d9gCRXXCWWs3R3uTh048MuGkLTEjsUc97heMjq/JrCBSzsyJf/37Qch6njD5H1jHJQfWBVhqADzjGsRaAZhJY4X9uCPg8Wypne30cfgBBFZaXff+gmqxBnD1FpyC9oj3Mqt85383e97LTzuVD5ol5CKBf4SYVJrjxK8zi9Hkc1KKcXvlSPacF6OS2kc/ODi23OjvrYi/wJ+YR2gAU2xOINbmfEzh4oUvfdWLXvAcLKjpJGcH7UMPPPiJT3y8t7tHSzhJBQuYGeJB+AZ+chPNLmbSIUhkVXc568ITe68xF5xsF0Pygbrgan17F853e72d40dWOs1rV7qooVNvXrd2cLR9GV8g4rDitqPQrnuIFq2sWsL6QFbknlWXqs1ODc8lVcoBVOziwGVqd3drPKqcOX95OJ5ce+Tacxtb9AxAk56lF5iQ5oJnKWONKQl/C/gN/UCtKjNBbBSuLVB1r3aSwvrU9gGZJCWJdHnvEwQX+NhStmYd/qRhCehb2UUJAXSUMd1ilFLgBSESFsDfQRFVYI1PRwluZrCiRW01/qDL/aI6d+mytSBrqy4gSD7akqFFmUgx3fr7yYtykSp54Tr5IYhrKo9tU4Zcy9OkiyYsizXoXna+ZdK0fmIkPmRGxu3UWbkbeL8rys9SA6UG/rQGSgPgT+ujfCo1cKVqoN/fueuTf/vS+aUPvhuI22ZymCntoeH1+a0f9kdMxTJnyUlPIKv6q7/h9Tj/PI7gP0l6vIYub0xPnqmuLFeXVzurS0Sy7FZGoI0aUf77w/rFzcrDJ/NzZ4ut7cooz/IRaEQ8x0y5kRgDqgKpW6LVtE+X8247DfHzBB//YX9Ya7BJodpqt7rLLabS2a56aWsXGmM3Oc45HGAfe/EJBsKtJc+LcbdFEH+i6QC5XGgA6LAtgEl05vljxhfEXMna9WF/0MQLXhQ4a2MtxIS3z/Xa0kp3NCLyjveYMyBik6uTv/+9tRe8hOn8ETlBm1adUBa1hWgBs+M/TAIxsvgxZqdz+7YXdnv9ztb7q8NzvfbSMqiRv3GlkseJZOwixlj6m9/5t2+5+filC2c5oQChkeLmG28gWusn7/3Uxvr6aDhEY+xFEMQ5o26segFnIDruAdEgQECibkBAYE0WFjISbpR9IXhASSyHzd5ebzzqV2ZPue4IJJbajc5SczXrrmCZTWdDQD0tBPLFRtIbx/72zcl+zLd5vVtj5aN+4+qhG1YO41yEl8/lzctbO33MlfvvO9kbYIhV8klRabAQpAGAinGkon1YMQCReJWWQfe6qkiazIU0mAaxZwAJFiol23wk4t1PPwIHpwSeFkxGojqJ0paRLkB9UZxkWqFNC9A2WoGjBUUZ0gHJDQOStFbC+hQOTyByPdiATP2U4sxrK/vslW6iSe2IRQqpC3qRFDg+5dpr1I7RJUPRHh/yxzuFLOwAk/8ksJwrlU9BT0aT9K6+ETU2zLzFaITJCoFddQ5D1YwKSobBkxYMNJUgD50P/8E7f+1XX/5tr3+DXJdXqYFSA6UG9jVQGgD7mig/Sw1c2Rq46+6PnH547X3/btQFAU+reyPi2egqLwAACeG1DJrgmF6cVSYV0P/jdv5JanjGC7/x9z/8zmfemoFWDh6odroVAPtgPGHaGrz3J7eP8tF8r8fhUO6qBYCANfK8utefMMPM1GO92mrWGwCcBjFAianf7XIqQadT6+MnlLVWlw8yGZ5RpDbH22drZ0Qh4GOvGHAIKzeiMiRjjh+IX6t0WrRSz8f68xAQiPn7BOnY7AqCYtUjASXYYH1gPM7b3QxXKObacZDHQJhWx5xPjLNUu9PEYhoORwsELXkB33/3HZUXvbxXjHtFzlkEKEBcBnrD70gcRxn54SWuE3QaVTMHwbEu8Jzn33jm5OCmL/jrv/tHfwDANkKmzvmV6dj59G/+xm98xtOecvrkg1pFE2Lq4JM0zZq15YOHv/hLv+T+e+799CfvY4dDMWWnAGB7whFmaJLW6Vva5RYWBdP6oHCC2AIZChNNEBfKLbfVKsrBUd11oOlkc2PrObfefKTS5WiFlXr7GYevP729frnoE1eVyPYe5uVmA2Nxpkia0Me6WK41V2utG9eOXL9ymPG10u2cPn/xU/c/uH55Z6/P2hIQucbkc625bEgltluEPSJohR49xcli8uNggFFtAR4cHObyj4LAX96F3QBd7TglsbSfIbn3QUaZqKeAJHmlYr5za1bcBiR2+MdehH00LR5ONQMXU0OmpETnxPR/6E2aciJHtGodmhfq23rk8RYlECvas0jQSq0HRYYE7YVwVmPcUJhREnVICII0q23COLJJqabmbCXaNUVGrYDS0DQPKlAVetGCedb1luHGLg8a4tvPc4yZyJRGoq2K3vxj3/uSl77scU8HpKbL91IDpQaeYBooDYAnWIeW4jxhNXDxwqU/+H1g89JGns9nBb4tYgCnLQVaYGKewa5f9epv/fzRP0p82cv/6ls/8BvD4bTVna6tVrvEsm/Ut7fzy9vg89YoZ0cwTvrAGb0twCfj8Zx59SLHCKl3W6u4meNgD5jhnCsCfM5AKngtF7iLNBvz4tT9DwJm6s3mmYsX8KI5uLY2yfOL508DW5j7RxwwmiFm8OxnOl7bQLcY4gkBxJOY9XpzSngb8BKeGvyBrCiMUwr++lkTn3u8c3CPIiBQp9OaCNjn0zGnDjcJYuP2CM70Cv9/dqU+57b8S17GMbG7JAi9gIIJfIv0hXogMW5BYilYKCsbADCgNifGVmtsAO5Xs70H7nt3Zd4iy40SlVpOkNFq49bbbnvKLdedP3MKeSacO1aZsfSxvLQCo8Quqkybtz39GWxuuOPuOwPRueFAuskESZBQoE7mo6DRJ2Ejf2JB+16oKb60pLbTvDJgPWg2ffDUuZ1Dq5VrD+EO1M2aTz18zeqwd36wNcQ2wb8poLlT1PNa5qnG9YPd5YPN7pHO6pHuKo5TUHzw9IWzFy9f3OgNBf8sB+DgZIs6SdEi6zL4JjEz7fZnijuxLY6miEqTb3EuD3IXz9wxKKDNqKFOkiMyeQv4HPJxH3/S44/XPkXLSi3QdtxqZKgVOPD7EK3xJn9RUIJRCSicqFAuFnew5WBCNqgaawMgd0uDuZUzyIedJH0SQpzUfrDFbdCUgDxGi4tZfmnGS3ZTu0letWJ5UpPRLkSP+t7IOe8S82Rrl/VsynasEjVJYwgaG7cy7cyqfXhmiQAr3BJeKtyKDA29ybx+6zd/vdwNnFRRvpcaKDWQNFAaAOVIKDVwdWjglluedeH8pNutDXMxsJPMzr8KGXAN4FWZF1/9td/61p/66ccR9ufPquAlL/2y3f5sqVvb2ptsbXEcGFikxm7gWY0NtQBo5rkDx4r4aFrwwZlWHBm21j1MKHwnLZ2iHLcIoDPLb7j+eG02uv+e+0+fPMUBXvjuCDA5xrc2a07q53tMvQ+Rhvl7XDeYb3fuGPuBP260CggSBIzHNSOgEKgXDAn+xGnFSVYhj9hIRqp5v8DVBAzPJoEcx3c2SDTqq8cO7nYG+SjPmcbmCszlzbz38q+otrtbTtt7OpU61bNkH3YhBKIF+rIShZw/xklEaM4j+453q40CXYCSq7UuNUHPg3H1uS98wde8+lX9re0uQZOG04vr64NixIrB2lp+9MghzA+stkarc/T4NU/pP2X98vnJiJCos8zudF5f1mjL/pUf7kyk8biUgIc5sVAbAj+VpFDCWKeN56y3bG3vcdZAVqnceuM1xEVqN5vXLNdYfOAA5GI66XsMsmcpjKfTdr2x1uoe7ixn9Qb+Qhc2t2Fta2v3odMXBv3BYDAesZASLaIgusAIU9if8kRrGmgwR0eR1HDGGkXCNYyKovkH0FWrwaTYFP4swp+QlhSLq1qltopSh8ojk1LpyZJxWd2qwnaq0XTq/Ui0cMoPWpIKQL1fJmyQ4MImcNniPXb8CrXRNDSDLCYSTxZctOvNPgfBHz0C2xS33WRWUlNWuLQilHEhyIIKCfqYSZFvR4B7K0eyieormlRFj6krJQiHoOabWRvS2HTGIoBOWIwnXnZqNLXQ2D7P/+Lnf/wVr/zK5z3v+bJWXqUGSg2UGuD//1IJpQZKDVwVGuDH+3u+/3/+uX/6JtA/QBvUsIAjToNXv/rrvuk1r3nN5+n281g94DDwW+/+0Pd+5yvxK8l7s2YzIyBMs7XsRLi7D/RKwCkZwAFMYXZ7DEacrhxZXWUrMJngFWAf4Yk86auodzvZB9/97zaHeTUD2VMlwVQcSiqT8Yj9vhAB3mBYgPknMzbsspt03uxw2K5ICF8gjhHInd0WJ9K28/cWEq6RwmUF8yjsTmTKAMSzjO0B093B6OjxLvOpgz3sAZuSOWHX9AufW73tueRwyEBlSox1DQCp7eOnULKw0DZYGkBe97jClOiugn/TTi9fXqmzVXqtM9wrlvDDyQFh9aVXfsVLdje2iafJeQeXNjb6w8HygdX19c2z5y6sri3V621EQk0Hjhx6ZvbMpZONi6dOH1nLzm30ODcBywgjCIlsWNcOZNPTI7Cd6E9DyE8U4g5mGBICBgSvZ+wP5o/Dh/ONImeSHu+im48dOrLSXib2qlsjsLBQYKNgw8F02p+M2fS62upCvNvMTl/a2OwPCfJz8sylza0dg2LiYCXEpR680Kb6cfEHxkTMtF/nEDeSi/HYY3TtyihOFfPgjRtGbFSlYFBDOhIgSimxMJdDSUysaNGpgZDFukHPhv2Xqpm0aIiy6mC/EKk8mcIbfeyyCj1mRUsu3hUk6Y4bLBhaD8oIlabNiZukpYsskRHkgyh3oQjVyA3rVfLtXggn7MmTFBkhT2JYytwpmwYTzlPcUtlUS9BCNPJoaZWwuKJUFArlhKWkWUw11gEYjdgAiX4YLkiv+NTikXvo+1ipfufrX37np3atVV6lBkoNlBooDYByDJQauIo0wM9+A9cXdpkGmADm8Qv/N77+tZz1+xcI/R9VyPOe//zv///9H2/8x39vMKq08ONpVvEv98yrSaXXA1czvwxkBiIKmo+sXNtZBWQbWn88nnTa+PdXJiOAdvVZL3zOvXfduVuMK4a3dKkCVEW0GYAQEAVHIGJrFsx+K5XxTMFV3JKMz40gMSZi2eQrYMLLZTYlOinT2Fkjw/AArNkGc8/MSxO4EvhGqRmxd8ZsGMYzCstkUmlsbu7loyltEToU+rDMdCkCfNlfw2TYxH+JkEV4ENEY6AwiAeQCREIt5t2FUpFuLv5LC6/ryoiz0Jrt3h7uIxgduP3jhT/9lm//WmRotBuTEXF0cgwMNNPvDQpwfKOWj8fFaJgRnRSzqtI4yKFuN91wZGVpfWPjwu6wVslw4odHgSL6RX5mdgGoMAcz8mOqGU4nYxiQpg7kjge9gGAP2wrHp8nly5ubW9uE/zmwdJyd0mvdbqfRzBoNXPzx6qEJewwPJeBivf7Q2fMnz6+z0Xc4zLc5XAy9qk1foEo7Dh0J+31gtSSWgZwz10CxK+RJbcFsqqWqtOrcRBFpymApSMSNs/dkLK6QMKqaEBm0FLfxQM1HS1MxHhfmQbRpURvgPTpR/zDqO0hkCvUw+x6ZdqKsMgQ154IlUrAQGI2YBvFyyFnMsafNhWQKw5V4p8tjuKFA9GEJt4jwBt2omDThiNJW4CmkpUmGmmpcSGNh1EGurQX5xRvVqCXPUSIY9dsB33DIjfuDw3jBSrT7oa3QIVDUkqRNy/Ov/eqvlLuBVUV5lRooNVAaAOUYKDVwtWhgd2fn3/7Km/B7F2xMZ1/19a/F1/9FX/zFfyEOP/95Jezs/ocf/Ac7+SCrt6fEGp02xNI4/zCNydmwAIsasLxyoLPUabZxGgkH9BQ4Hwb1wanVQZetB++7Z2t3B9f2DJzDBKjwVN9xGq1jJnhIrI7vPAMT2ZYq4cCFpIPrmatmXyvJgXU4SaoBmG61MsEZ8LnRwLGnjTEArp9xLIAHAAN827UmrWGKMEVdnzf7/Rzg2xsPoA7qdYK5WismY5YKuAfN0yivAEqBppMZAIuRmkyCdC/WDiAHHchcf0t9Oml1mNNfnz7zC591/z0PPPWZzzh65FidhZoxZ5BNt7Y3DxxYunz+0s5G7+jN17U62ebGxtbm1vHjxw4fPogPz7w2PnjoSEbg/vl0ebvPYspkb8YO5qhuS2xscLJbeClSlCk5oHU8QADlOn/AuSKYHQCdExuwAeaNwIWVux84lXWy1U77+gNL1x5oZpELUWqgTOwH9PbgybP3nzy3vbvHiWwcHxw9EIAZ4QWnNu1eCLF73ImRVTZE6C8crvSMQiOhzODFeWwdXgC8kNu/qBCC0P3Or6v1IKIAQW6/4P5ngvqKxuXDfkelRkxfQGh5sUwik6jaQlwWk39yffZNWK4qvQKykxVhnOSJTBnERgX1O2zVg8YjZRerMdERrhLYFZ5VoYYiPwhCjScIkW2lYHRWKcKGSK3aPJfZ/qOaVYKXENTHxC95ME8RTQW+Q5PZCIcuLA50y8KUX8rgTd1SKPTE0HCox0WtN//Y97z0pS8rjwVICinfSw08yTVQugA9yQdAKf5Vo4ETJx7e7XsoFBDjK7/h9W9561+Mr/9nkf8DH/mTfzXoLc2IIrk0N0xNa6WLSzngQkwHMne6EVQC2J9yoC+rAcaDByvhWQEiaRMEP6/2hzvVIaF7mPMEOREk1ALQAFNxWR1wFOeaEgsz4XDQFVaB89/6+YDQMToaGfFtIAewgQL7UJlvpp1a0wA6BD4qeJy3O53BcDTD6BjP6u0MWwRGIcSmCWKlYL20PP2XKJ2x+xO3/Ua1i5MRkUohC5SaCBwhvJjkjUlgsVToKNkAPs1AeuAtIjBactCv33/fkKO9CPFJ/J3V4ze99tteMx7t4MaDrZIz+z+tn7x4ee3YtQhz7fFjGxuXh4PhsWuvWT10MGt5PK9hTCfj1vLSWmW2e8e942JvWuR1Tu7FPHJfN4pjUh9Ap+oDGwZHqAXmEAaAx79gVM61cIS23ljezcvj0eT2Ox952lOPr3Y7q8NcE4h+oxR1m83RePyxO+55+OS54bDICKOkxz/9MuWkZd13opVoHYER3EyapE+NQEkDGgfizcQFyhU7o1Z5ggNL0Gc8pHUAypmRKoYJIQk7VotPOrzHJfb1QeDLmwqgaWVdQOigE7mmB9moHEzKpRcfWkVWRi3qJBGK8roHkUUZoH+04bMlHCRK4TCI1Rjre2mBa5ItjC6y7RWFhxj6SAtJlINoUg99YEW5Zu88JlFwFkIojlk2GbeLBJ6ivZDQEkEuSsoxTbJ+5CKbrHHRmfSCmg/Goj1LqSp72nuvn3zzG/+vf/72uC3fSg2UGnhSayD+83tSa6AUvtTA1aGBL3re87/97/wvnJX7Pd//I29960+fxB7Y3fmvx/pdt9/+t1/7dd2s015bmRbA6Iy4OnhHGN2nWiNSDzP2eM24J7RSw5tceAd+MxhlnFcFnpuwJkDNebOVdagHLAW7A0w5J2ziBKZ4EB8fXPXxMxfQQ0qUEidJVQ3T41ZjsSPoBYQVMKuCywpACTDdgDRneFEeS4Foo1nGUbjQ4r7eanCgWALCIPUWXjVYF06UV/EKQhKXHebTThs+iC5KINHGbEL0ICFZ1hQ8ywbt8SGwjHugFOARF5gaDjqwztTrvN9rba1zgjCLEuPhqLa8ds0N16x+8N//zsbFS7jVZEvNeiu78aYbnvPc59zytJuO33ANO2r7e3uHDh84eu01nfZSvcrZAC2CFVVZY2H+uDZfv3wZ9yB8k6bz4WjKoQt7IEvMAOSFGVlKOBFUKnqHJTTrqomYHp7UYK1Zz5iOh/NGlWBNqpWVkMGgWF/fefDMBpuROR+NrmQzx14+vu/U2Q99/O4HHznDOQu48uCLFWiZxhBVVYB3tSliazJT/toAqEkrjm4Q1IrMZQbE7A8KrkH0NfxEGTWJEtF8XCiTwl7kc//oo2om69HcVEKBvUuiw4/Am1Yj1cd47Vd6tHbKtgmv9E5ZxyfDSB1BhvGUWKFdNMeKFcLS8ygsjUAqeIeZiE2LGQZ3UcOzLsyDDmSgLgHeEp+JJ1WSRg3vGoq8YzDwFwNZnizioPbGd6/g17eA66RHS5EQlSm4KEdvq2Y1HeLvzCu9aDOU451lJSRt73zwWIDfeP/732d2eZUaKDXw5NZAuQLw5O7/UvqrRAP4//ziz7/t937jp46u1t/zqz/1b37pp3E44PDd9//Jp/8ruQC9973v7S4ttVsZ3vLtrNXgGGC89gH/QhXc7bk8Jtb4L/jrN6oFuJzMiFQPcOF2MsE3Z1zL6oeXOrscUov3ECiSMDHqPCCT4SM9yxRcApIJ+AJGETvyz+CSM80OZpOFPQAY7Y8EzyPMkGQAxuyLqLMlwEBI7ncVxol7x3PqTolXg2+0MEgkhPECwxgwTGzjVTTqDwjSs7IKzMJJn2UKwRPViVTq1HgAppBX5ER1EkFxwFx3AMO1rkOtfq/K2V7jAkOi87EP/eFyu91uLW2fuXD8hmtve84zDh49JEZnZng6v3D20qDfP3Tk4OrBA41uaz5mVcQN0Xgx4XZy6sz5u+75BIcYsLGYGiBKZpJRD3utCYMEM2gPtmAvYWukIV/QHBc5CZOLRRFYoB6dZXE1jGzbm2ww2DlyYAX/qGoju7y998iFS6fOr5+5sE6JeGlaIVijwmlskWRXqQ277TNwVHZog5KWtm9QHu1okNCWTKWpdmsF7KUG2RZTFdhPn9FuDAjrBB0o+hmXjXJRNt5sbPFoDi3zZBGakMP9tLjbL/mYzwU5yjMYEEYfqkSTx+R75rjcp6x0mLEshGDxVB2rPiOuttA05v9RFloIkC33MCA7SKlBIHf0iX3Bm9wimbmhEalHerzLPekKwnNSgORSH9h/cZlnpnQoyHqGCxocSaEHFt/BwXzelo6dqT5tOvp/QdXUyj/4u9/yoT8+9V/p/40Fo+VHqYFSA1e8BkoD4IrvopLBJ7cGOAD4Y3/ykTf/T9/hNOK8iX8LAfcLDpmaTTmo9b+GbnZ2dj760Y/80tt+aqnbZr+xk7kGvnGiGexb1cmes2DZachLADvGdcK7mvEvpwSmrBCxB68VQDHFD60s8b8MYYO412MfAAM4EuOIZYzrI5KJRMG8EJKSAVQ4MYw9sgAtlxmsXG8WEzcDgMQCB7s2wANRg0IPQFzUY3ybVtYCELOqAHXKsF2ZWdgGbvWGS6+yj8JaHFs7Y6FguZ5tgNhsRROHmV65CowlF2JfQFZCZk5qC6/E3lgZcWjX5Qvje+9ChnY+4YTh0e5wrz/mZLP6ha1zj5w59cIv+ZJbnv4UGMU96Zan3rC7sUutasaCA+sSDXfgTqd5ke/sbl9eP//JT51oN7qBQTGxZJ3mdLHCRwrFhJC8qT0nwrnRIqAU2vSfQFQITha2EFyOx2Ozwl6bFrOiKM6dWz90YKnVbvens4cfOfvI6XMbW7vEU2U5hvUcmwvIaN/QBk2E4WRjEIo/e8suc/+3aJVK0TCpbnUVk9KBMqTlZlHJwKckxdDwEwolVfW6ZTm0HeKlhpDQi2yoLq5oTBrx7LB5NCs0AmXpqBz/2WVSgIHE+qK+jxL1w8v+tZiVUh17H84UKnFPaRNE+otGPX+XxLAtKYW4qXBQXnCYuKMSwlIxGoBq0qEtJw5kJVQUje/LBFEYs70oZ70QhCR7PmhDl2PAXZ7g+8IRcHQ520hmHNCGDUa59KWwcakmdmxXed/x9reVxwKEMsq3UgNPXg2UBsCTt+9Lya98DfR6Ox//yEd/+gf/Fj/z7P4dgmSnfGenowI3brHLX/gF+v+5n33bz/+fb13qtIHNzPkzQc30InPSIDe2i+K3Yyqz1IQ9mU7mxLmcOR8vvmLOXoZ0TsnHI9xtwLrHjx146MQp4JVmBEiU6d+AM+BWPgPgAZ4ESCAscA8UAPdgejyOmMUHOgNfgPWYD2AaoBbwB0ScEFhATKZmSQaQOdHaAl83Oe1rbIFAchglACOSYY/wO6InGKzOCSI0LLrFuBjnzVnGTthZdYJcMKMhAH4FR8NMxLYRhSUzANEClcFvYzSqfuKP849+eD4ctLmfzoZZpwMn+NvQ0mw6Gg3773vX+ePXHn/RS7/0+E03sNH2wOHD8MoBugT9r8wK9vv2RqONrY1PfvKO+x86MSvqK6tjLC2Vi9HlHmsWLIycqoZQMFI6b42kwWKoG35glzngBUoEUrvbAjVOIcUDNTB2WP2wUHV+4qFzjWpze2dnfeMs7v44TCmnwf2hohK10Goacmnq2hluusG2opsCucJP6seEjVEVj5oicEg5MSe9Yhl6DOvN2erwE5NJyjlgVKmqDsK+W5EUMvyTKSmlZHPT8PDOLLmOK32mBLHuopLlLRecC+dND2pR6zEEfE7NyjaFVIKJs1CNbJBAIvzGMNP8lhnGCmGfLKpJY11rcdmwuY9qSZnsJy5lTOkLCVKbiTcLUH1RZp9glDCZVrRDoKNyLSphvoQu3Gg7cwAGZklwoyCLFqi66AvSZPKXfv4nvuVbX1eeDawGy6vUwJNVA/G/9ZNV+FLuUgNXsgb2dkX/b/nB7xyCZttHisLzfsaVWY8jsSozJv/yyfzhhx/+CxTh5MmTL3/xc//F2/93NqcSPoe9oMAz/H90KMcVOms1m40Mp3Um0iuePIrbzawBV1oi4I6AJKBN5vvZFADwnCx1Wx5OO5kZ8BJMCrISley/Ag+BWoBKTumDb4GGhIwcT/CNAaTi/iIWJWZ+q81+AMJXAmioJK7ic396OOCvOZ5JO50O8XCXQiB58HuER9Sr3nNVY0NkeA3hIIRE7/23O7s7XSO4TNmxwFEAMsP+3QBrYrq6k/20iBzCMoBXoCrQefP86frlixzA3ADM4wFFYE32kWIadboEBWovrSx1llr19uzs5ZMf/qMPPHjfnflgi8WbZq3FEQAETtIkmU0vXDx16uSJ++8/MR7mS22dqxTLI89YRWlMKpm2D+FoWHLRlwm+4AVG0AGIFHbgcQEDw1binnRLujWAfkKj4n7TORphWil6g97dn/r0pfWNvd5QpYsoJWavQFDjozJhSSB1Z+otZ/N9iY3F8uB2V6Sow+oPamUXN0aHxkZA/4CocAYxVGnX+NIJXqrR19zaJOwhrdiWhNCs1hylfOKKG7MSH8FASPfYAhYU4KcrSu+TW9BK3Rnk7Fsv36kQUqqGANvBgSoLvqIQDmbgaV4eW8daidYw5i+xsNS3iQjqlVC3xmziPZSgyDFQHTbQs9tCz7a8qLW44xuAYm0TE5eRlEqG3KlzIstel5SFeWdYIjmeeR10SVNhqCNL8BOMUAvNwIaGWLqz7dlb3vxG8sur1ECpgSetBsoVgCdt15eCX+ka+PjHPvqmf/S3cLAHu567cLbVXAKDGoizDqSGeX7+RRd/Udfv/d77/uHf+9t43TCtDxYBMhGEhml4rI52u6uXSASYB3eAc4E7YEzmHfVDEhrGpKQONmIpHFvcMdxofsF1xx565BF8csA+4BkqCFrFSCARAVtCJIAc7AUD+es3IkYCYFESaOi0cUzCFwU+J5Ro6OQA9NI2ABqT1qQc9dmG22xnwDHm9MFkhCYKwEr0IokQs4hTgZutpoI5Oe3eg6y1dOrUztnz2erqqD2ZdZZsfTpl8l0UJtxFCcDW+pwI+hopOiLJ+aySbZyvnXqovrVZ2+lPe4Pq7lDGB71h3pxkWcs9u7VKu1PrtLuseezsbN11551nz5y+9ppjZ89ehLHltbVDh49ystqFixfuvffTAyLzVCYcxUuzIDoDxQgwQZkcR4UlQ5h+olEmjTsdr+r8M8XLB1/8E+qlsaFydQ2xKzEiVD9JGFI2knPqcNaiBA/GZ1IoT2G2czjBLSyLQPh0HInSRhvsoAD420FUixdtuVShDwrqkpvoF1ExCVoKMGA8TcaGUXYkLAaWYhQnm2ZtIkZRtCQppYg2IWlJOYg1A6VzvNnWImdBLBKD6GeopHo2sVhfkorM2Rx0uYvPhTDcw6DjyvHtfog4MZk6yZ0MLrAIHUKWkkzcSD+4CYZCnng22wYf/bffVhRR7CBmdfSuVkjwO8Ldoo4lgypVoxAfkWSyBFwNq9ZYwzLWFXqesYOF/x+CR4umP5Um0VCzw/ND7gZ+zSte8apEp3wvNVBq4MmmgdIAeLL1eCnv1aGBP/jA+970P/wdfP3z2WA4nA6L6Sjr+aue5mA5MMs518cAgc9PLND/9/1/37ByYG3M6VBs5zUApEEemVFkJpm5fJYeQDxOdy6gpFPLADn3c4KLhaRwhokA5DMFmLiy3NrY3hmMCoLSACuBS279FEczIx1Yh5lKqDHXCUZxFrkyx2cdRE+gHsL8g7gMv8hyA9RrhPFhXp9GhDizGR5JzODTWlrEpCixhsA3BLCHk7Q1GfxKZB/aLYhrzyYENgiL7vRT0qeIWEDEwGwd/v0PrB8/1j1ybC/PK7Uuk6ng7TmROdk1MNaJBiULycSKVJ5y7HFrXDROnxifOjHdvNzo1Jt7tel2v8daAQhZjAxcj1MR+sNakTNXbl9d3ri8t7nz0KdPjGeVpaWl69or7TxfbrVPn72Aypj3xzjptHFVYg4XMwBTx2UX8V0yl0gIHDkjoClaQ/mBgxkCshW4WkSLRtEWCfaImDKUmzpIbE9G4P3wYHH4gP1DhXVkFFfTIGlhLLjtQyOIFKkli0grga4PSjLHKo1WgbFoeFdHzVbbxRCUSDerD5ZXqIwWNUQYI8Evomm/0oOIBSHhaeJgMZJljotM2+LN+4RqF1k+RyIf4dhCrkWjsVTX97isEm3YeEgjEo6BSk6STn68GDcQwfDi3iZItgEUGwOXRPf+6qNlW2pcLS1q2wc8puWA0F0QX7ThvfTSY4By7yPZ1Mh8DLFFOZq30oKVhUaiuErkTL5mnZ3rDNcpkbHgky+wXGFKupBgRTW831xUNKXcDZxUUb6XGnhyaqA0AJ6c/V5KfUVrYG9v5ye+/+/wW76XM7Fc3R3wS87WX3axEjxTXwV+6P3hn80PHTr0+UsC+v+B734DkemHYzekgq5F/wCbrCkqFIA5y8geXHyMDVBp0HEA0hzAgWMNiHU2YdJ9XjjFG1elQlgeLIHT5zcyDuQKyINZIfQCuTqBS2SVdAnIwJc4WrAvlu25WVYnKs5kUoiAmbYFqROn362NDY7RFcrod+ERtKwYGClIJIMyLIr/D0RFqyAwDAVaY/9xAeTGpb7WauBOAzgXCXEkMJuACXyJa9ID93bvvaP6wi9tTJcJpFjNmtNuqzXMJy3CrHP0mTZXCzWwLQEDYjbt5KPs4funZx6pnTpRubRRGebz7UGuVQJh/zXGrNOAfBEWiIkMrlQQMWk2rufC8Up20/Hr6LtRPvn0J27vDfr5eFjPGqsrHfYGA9lwMgmfHc0VkBzyEcuIHiGgETsVIMA/MSriSU3AF4hc8E2/+J7gHh0HNzqwoEBLqnzqkZsAM7oM8BkVDRsUfRPAN/rXRQ1Ikk1tiETvSmo6PbY2XmqNBiMinTJgaqPZUj5tNg5epzVHfKViF0cZY43WmhxxQLdxYtV4Mmrq9I/plU2JFiVujoUV29B+sA0EiL5cjGraJdV/LjB4Y34q532IEsLs5y7y1FOqafn4ZzWSbQwEz/cohFOfQWmhvXi231ROUiT1NBlCDZpIpDMygnzqZIcUiTbJSz3TBRZLV6R5G/zbO16LdhUrJSQ+KGxbQQwiUVhzLMpbJ1FzoNH4vph+8/SMwmBjEYDFIv6LYERO+FphfMr5grlH2+ZrJBPvefe7yrOBoz/Kt1IDTzoNlAbAk67LS4GveA3s/srP/+zBo60L6z0A8faA8JRjHNbBLc5b10G0hNlhqpuZ9trnv43v9ttv/96/+dqn3Xrz2pGjn7z34Tx3+rdhJB0m4nH8J6q+sfNB02AIFgdATqATwJrt+0mqUYBi3p8ioHBm+Im7X+nvDTkqAJzFDmZQecKr+pkkpATSBY4afNGVAfEIKJdw/mwcpl0hoQCeImAeDh9AFckrGp442Irjc4FwFuT8LnC/5Zl2F/KLvFATMIhdv3i60LZSEPAn1ifAxO0WpsIY9F/H16a6urr273/3fGPp0FOeXjtwcNhqZkhI+WFeZROuW2cB/55K0B0OKpcv1jfXJ6dOzB68b7a1xVG7mD3CfeGXeBxZOFq3Shx+p5dJDuzIkDOXDRzs5mjVeoMBiwCnT587e+o08gHr22ySEEyCiluiZaSgAu96I6lnhEmgn9N2Y4o6przpCWqEb31AeaGjANFLyAcRPwNbKwdJYR9pRNqP2FGCSzrFCEwYWporoXDe7aBQpy47djXVDy4Nn/+Fs6fe0snqy/XKWrvJcWWVna3ikUd2OeEgn7RXrvmim57CdufaMC92d3vnL+/ddd+Z3Z1dgmkSHcr1EDSOPcJhEWwut3thUgtOecXCGk1w4JXAqhIJx0mQf5P5jBv1syhkeQVO70oVtoayJEIhSdSjhX0yFLfdVMZEhOZtQYxMKjhKaVLHp3Tp8kSGNkm0lpjhnib4B/uq3TGvKRDGaVQ1O10haRrZUY3sYCoVkLtUVsakHtVJVBVyyLPWkr3iWgMdJ8bnW1ut5vMBBVSxY82GrBdUKOFjPEWid2/6se99yUtf9vn/N7IvWvlZaqDUwFWjgdIAuGq6qmT0SaKBD33wTx64812Hrz169lKf32kC8YvZdD4XxxHnMn68KyDbV3/TGz5Pndxx++1f/9V/7ZrDh6b17MzFy8M+B9CypRDneJzpxVbAT+LqCJKIzMPpvtUptgBABD97sBfuP4FUcIwBKou5DGvJxmDuZ/ViPjHyjJ4hGA/O5Qd80UdGLAPIYWJbnAx5pv+ZgWZe3ol7vY5IE+247zkLrCvUATAyc5+PWSIQPgnOiOY5Y3cwDLRaTbbphiUC7uZs4ILiWbdb5GNAOacI6zKEAjEYOPqrMs9aLefXPSq4XlSPvuu3Ln7pXz1027NbR49Uev3h8lK93gSsZsykzqdFo3ag31/q7Y0/9h/PDPsZzj+c9MUaRzEp8gmBUAVWIj5dLkB9+oTgmBFWk3hQi4k/ERwbKto7O3tbW1u93W1UiN5i80MBPzRHbeL3KFuV+ErqkXqud3DEgjYGqmEbAxle4mXR+SKBT/rGWqEcUlW4sE96iCliqsjuqwABAABJREFUVAMMIVPYrW0VcayPqBdtWIU37mux0GNh+nd20w3TFz07/4Kn1G+5sVVH4llx8UL72JGCEDTHrmkcPtyajGo7W2yo+MPT99546OYXHzhwsNs+ePDg9rHjBz91z8PsmuhzWnKlcv7chaXl9u7WZoOZabazJOd63ZAcBwwSudkXQXbiCVsODs2KC8G81I8fMhyXZRg3UTR9T8hIylJ0OoaaVrYraDNKhjaggNzpL5HiPmpI2yy+AqFuHtSy45nvQqoCHRLlnYIL2G0bNCCLapaXlKzIv+A48uKWO1JSdqoS0B2efMlGSKw6FtLJueUtEexEGQk3MTThi1Mk8I9jsKdmLRjfoxBuUVGeKvPf+s1fL0OCPqqW8qbUwJNHA/HfzJNH3FLSUgNXtgY43PdbXvnsg0eObG8PtjZ64NqcyC3OcDuVrh9KTLjj+TKZ1n7p1/6fV77q8e/hu+OO27/5616Fq/by2sqomDTx1Qkc32m1QTEellutL3dagpPY3ZsAEPOeOTF2Go3hcJiAl8f4AoXBqqNid68HItWFxVicEwB6nGpF8MmAH+CYwBwQIaQQSB9kCUTBb5z87hKT3zSlK31crjlgQgDjmfTWpYhDho3FgwtJgwNrsRUowKQ/9kA+zpeXG2wUGE+LoYsYrA/MOu0O8UA5pIv9wd0uoX5oi9UN9lC7kYBtDYG7ZIhdC9PJqNXYqTXHT3tW+6lPa15z7dG15crm7ma32xoPasV4urs1PX+2d/cdA3x1en2m/7EsZjTF5KtbnwNW0jswb5AkoRoXnjvcmajRg0FV94CtLMs4VBmdeVSZkYvmHcIFtdtgOXoae4uOZjcAFNJoZa6Xe+b+3QjMzmAIcsWbmDOmovlAt0JNMaKg1urOBOuy775mOgmHfeoJE1l2QO+oG9YgJH7F6qIivJIWdCxLsKmjRydf+Yr5y17Y7jQK4gMxJtlZwCz4aMAKiiOTJx2rinpz3jx/Znphvd7v14arr1o9sNZs1jES2U1+9syFSzuDJjsm2Nwxzrc3Ns6dPsuRCeh+5GluWE/80WmokNZhCS7osIRylSbdhngqO3QTSjaTS9VHL0gohlkqwzvXojodo5URquPWSqHj1AzJWp4pyex4meLlp9vU7VT4DI3xlFYGYD3xlMaBD/IQ5KN5SanoECNlyeijjJsbmbJiNbO8lCuKmWpePCdtUAziWnDR9Tz538Oc497odwYt8wU5xcnU9826CsfoCOIYDlTktvqu3727XARAGeVVauBJpYFyBeBJ1d2lsFe6Bt77u78D6L10YWsEtDRQfLisi8eYTwQPib7wMAEeAeWefuutj1se4v2/7utfhbfNYFaMhs4Eg+BAEs0miB/ve/z/cdsW7jnl7ywje2KFDhFiv57nrBUQ10WfdOZmwy5hLl7A5m7dCaSageaqGe47envjkKCbCXCEQoAWrBr8PmacyWVzU+INKZXpnBaM4zJARXAzG+PY43Rmq1FnjwHu5eBCvIMgIrd46mSZx/ByVkGjunqoffGS55IBZJezlngS62k8dvMEUTVRGcWy5nwEv1o10KIVuPau3ipmh2b9wSc+sn3PndXrjjNVzxbhaaWWnzkx6C5X9nbZmFAZDurrG6PY/EBlkBWcoIAA3AHOeCMkzj7m0zWbi+ZUILCMowxoV5Npjg3gJC1S6mDlvD5XprJZ2WDZA0p4/sAafywLqJOwohgYppGoNsNYkqToUVZMVy7lMxOIh4uPTlZWo4aM2GxQUAipUQEZlEhhrM7teDJ71rPn3/mazvUHB7XxDgsBrHewV5ulIDYoN2jT0KhwyX5fj6BF3dfctEqk2P7W6I/u+Ff1L/q2VjvDXR5qN15z7NDy3nZeOX7LLRuXzh47sHZweXlr43J/0NvY3u2POOUiDQyaVSzfZIFP07kWT0ggn7LPJbu+e0WGlSIztJWSEj3FpaBGI5VSNYFyNGYz0gklBS2Kqo3IsCLZOI8xcMM6Sbg/FndsLfW/d1Hl0fKyJXdRxoZoLSUpRjAh4XTJQeBxP3hFV8isLS9YTo+yZaG40m30GtYL5jCegeiHbL54Myw1vqT2rdadZSPP7CCbSH3tV33hXffumltepQZKDTxpNFAaAE+ari4FveI1wPT/W37070+mTIez31M8Bsp1bhlkxRS1zu4k6Q3A59d+0+d1jg+nfbGMALrEjR5YDUDGGGhkhts3So7Y2nO+jEQDYBQsgPEShgBVgGOZ+sUlQiwJlgAVgSmxBoCyOMSnU7eYUQZ3MsFdIwAPIBBskgGXjasYoYOkyYv9BiAVzIbA6DryIyAoBbpENGGmmVg02CBMaQJkSGrXs95w1M5YFnBNwsWH8aTdbjS7GRsY8DLnRFu2C7NfYjrGd9xJd9xmcqKIiv6qBacoJOQUU7RgWNA36gWlk1+pL9Wm2XCYnziFUTEKKrXJeF5bpxsQDWNBLI0toVEWaom5X2Fa0lMaZWiE0EmuBDBtD1ZmAh78pYHkdmfFCXCOEcRjuD2J8cWj4Q0fiE/TiBTeyYFBUSA9IJILAEzr0LFleaJdiGJmcKerjwjTFAv7TtPh7SOaxuZhbzOEnfjnPcFSSSsS/+AblD97zgvG3/HNSwfrg9Fevz7LNTLgkPHhOcBUottpTtvUxnDmcYPH5sohTIPsubdlZ85/vHLdS1gwYSFhgj9Yq7o2H2+eerC7eoDOcMxkzcmg3lnqzqujwWBIZ9Oo40wGYEvAiiz2joyFRCphAV5Tq7ZM6ccC2niItOBrUcASMf2/SLRHlB8ypDiUbSQ1ExQdn2gkdJLK0O88MchRIbp3tYryFLN8qCfK+SDdRbq5iSys79/6Ge3ZAdJIpT8j0z7ZqGHv26NSDDhv7VSNm0QJaqqGzm4b/tXinCSXxoP1zA+iFiHB+tFzlqz+2q/+SrkbOHRdvpUaeLJooDQAniw9Xcp55Wvg99//O8wE5yOgY8wcCykAhPziMy3OjZBLHAweas5/8Ad/+PFJNJkWH/rgf3znL74TQCD4ZE0BJGYcnjjeSHcR4Qsz/TFvbiBIbABYCtND54cxyJoZc49z1YYApAqlmF73qhN0h4n5Tjvr5xwINsZdp95qrh1cBXUMi7wYEg4H6QIJaTA4+x0YX28ScYqXaGyBZoxEaQR5MRdRTeB1hsNMRjYBiED2hBtqsOVWf/3q5kaPyKAEz8QGGOXsAaA4ZoUYSOwPkPZZrQbcZ17cNgVBC8gIVeMnZvX2eNrY2a20Ww3WOmAYY0PnCvcpRGSemKePMJmoQMSKSCyIyDp/sTMBJVqPNAAWeynAXCocByF0ZqAlZCTiqSAa+d2NLJwXDorvY2OAGg9FkUhpMbvhaxBHYgI60gTSPkNdJfEegBzy5AaGVnooMfdNt6VLkbnDgDJEJwoJHUEjLioYVnXyjX+9fU2nz6oH1VDrmL2m2EKBF23OO4dnqBOthuiELGpOOqtLx+bTZvPkA2ez6vV/pdvBsJwX+ejEIw996pMP3HDrCxhP1XmOmdZsN1gwabZay406EaiMHsWRZ6hOXcojCoIrWvHZ5mjYv5RgKvdcCw0gFAn+Qz3eJQWmMqkUVOPRGlpHUZIhF1QZENbWKLKQ4/AzF4W9ogWNLRt1PC76na7QROIymUtNpcuCVOSdJKok6SIvaDhMFpd8S1PFBnvxmCgF1ZBYSqkpJfZyTRAXMZdm6uyY1+mLmAGe1wGj2FVhQS7qykR0G71Pe2a96ce+p9wNHIos30oNPFk08Kf/f3uySF3KWWrgitNAr7fzkz/4fcz7E3InYIRT24JtX0BPLgCHrr1g0Fd/3esft88u6P8t//Nb2xke5xVc28EYzE4vd5dwOrcNg1DKA8FwcN7Q7NDtB7gm9Ads6PYjYgAOM93LBW4KPxZRps/gkVTLva3IUq2uHD7A6bfMSeb5uBh6Iq/OQhoMTO47j4pMPMdaB3XC/oBowDMtH6MMzfGGwjVIbyEx+jxrE6coQDQT0LXp8sHOYGDUyaxbP3r8yNEjh6FL0+BjzBixnWTBOTTNQgVYCVHIF/6QE0iLW4URmgOj9JJh7l8bAc8fI/W7nWEhIWAOhumVQP8iMF6oQxHConDpZsZmA6y1pEARGCRoFmAOHZYBXPogyegtYXMpMZoA+vvfcsJ1cucCkAya5xBQY3BIUoJ+AeJh7DO1UCtNiCBxwF94HwWLvMXYsqpEbYW+gCRX4HgzKNVoz7/uGxrHVwsiLrVbLYAlc8pEXrJDuQ87inGi9YYKMQOx0KYIPKNcozbvrgzmHCE3r64172tUR9UaEYE2PvqR2x988MxWv/eJj3/w3vs/2e8PWbqZjTnmeh7aaLI1wt0RBrxSUfCBbRojReblefEedyGQMNnBqP7jsoOimB8hEXtneFki0tWy0qpCPuLe9qRAKWupJB8txV/0qY+m2Ig9uihIE3SMxeJCPSieB8vZioLY7qK8RBzoUufWElypqGVNMy9VSM2ZShs2ybXIWdzQhbwYh8G1uoJz3mGBglDGImfkBMoPurIiiWgl0SeBVk1kN7BNlFepgVIDTw4NlAbAk6OfSymveA2cOPEwm2aL0WyYuyuU0JKET2fa3R/4+F3nt9sttdXqV3/D63/whx7n9P8n77nnH//DHxnku8WYw5pw5BEgHl5dYQoaVANiAJGCZngH3wMNQQsiG8Bvxsw1kBeDYR4RSLnBGMEDJzAQGILdqyJanSJgGKzPuxh6Vtnd2t3Z2t26vDfqMdtLJb2T2f8K1MM7XxyMuxH4FkQW8BZMRNvQCRgmZMEZCWQY2ApOqkTSzFqcogvX8Drvrrb1SCqc/1xaPcju1v5gACUQHVwLy4XN4DCYBbEn/BWQCWQEbkbGwHDBkDLAEucDpBIJ7QF2IaBuUBKINTCdFpHjStI2Qrro3ulbQSnZoUDEUVfWNKgoYiK7SFGwSFt4/0vEk1yd140WtMJsizZRYMKj5MIB7FHT3GQYWEnqlLE8QsuKRo7cCS+dzTbIktPJQTJsheBqHztSCV5YmGA0QK9SfcpTx1/0dE6XHYwLt4hwQgN7sDFeKGEfuQzgaRDVvFoZNeZFxg7g6rhqOCRMRUym8eDgoe3uSo6PzNlP/+F4kp89dbYYjTc29oj/ychr1LNHzpy6vHm5P+zPxjmBblkbImZrKFZ7jLGHocnOAAYCY0ZhaN+xsGBxf2yoOy6ZUjqvBb41iZx45B3Fql1SFwX4YChK1GJBWxtgcWOSqoxsVSdtMtn+AS/0AfqSeug4aFoBmmHmkWP1IOy9l6oN6tzLg880R2/ZaJInPr33cZGo6GnMSi9IRh58cMU30gLcQ/gxKZb0ctA600+j1k//HAg8WCUo2tgvvePHCQxglfIqNVBq4EmggdIF6EnQyaWIV4MG3vu77x1NA/1PQFILjsUdMWHMr7Sw3N/v2be+9rWPb/qfSO3f/11/bzIfgVdAcKB/UPQSk66t1u6oCDgKxMGDn+2z+qCAKEBIYNpWp+lGYQDZZKIzfaAocIPnEgS+FKoINADuMso/iAOHccbBXWjUcw4YYyAA2axF9Hhd8/XtD1gi0hXxEG0fUGx4HIL/4OsiKBFic6crzYygM6PJEJuIs7QmRt+3kq1W8OyfskUYsLi+3qcsNOAHiZijB0MG3kIawd+jugXCQSCwFfkaF/hAZd0WWwdGo3yE50/4wVOJUrHcQTgbFYeAbiJewEd7KhjhI9rRHYiesgAMBM6KEP7hnkEzGDLIDhvcIwBcOYkevSuwRnuKRW0sFV4oFKAJdgtByQnfFMpQmWYCA6bhEtoV/QMYZYoWXIiQVFhxLiykvdiETqoXxDd1HUNCdBh0ogFbpotf/qXZ4U5Oh0CNvnNfBibEJIwlWJcNOWExR4c0GamyXV0ki4/QlIMjcEgZHzpaH03GZzZObW1sXbiwfvHyOjGa1ORsfm79zJFD1/V6A4KaTuc5VhDGESNxjP+PvLM6QxvzzGa1BWETbu08/ihhrgXpDR7in+8UVJdR3sQoGumUZEUodJHKW2ghBx8MBnUMUePWQiQqhaBqyAb5ky4ZDFGNVe4YPSk5wHeoPFRKVszBU9pGECARDKqSCKLRz9xFKpUtagXK4lEWGXBgB0Zj5vriQs9WcvwoYgjKfepERyj1oohOei4MoDzW+XTYs0oiJLUgIykaldZ3vO7ld9+3GwnlW6mBUgNPcA04h1FepQZKDfy31UCvt/uO//MtTMkDXoEi/EwnxAfMiBdBOQHiIKfiJ37mZ1/5yscT+nM0Gr7lJ9486uXhscEmAxF5q9HotNu5SwwiUVCDABfcGTO9+AABFgB2uAABIZw/jylGdLVA5tYQRUQ9A/gwn5+8IaAjWmYzMXek62iEZxHHYLUEu8z5N3DQRyqaAKeKlbEHEBasLXSBG2GZmXE6WGNtdYkp/+5SGxgOWoGlMf5Ls3nL43MN0wlS5nxZPFSYOmYRIMCSWFjAI4/CpMBh4kgAX6A4ZvqNUxp7YjFa5u0Oiwm4pRDHSG90EJW4M85ZbbCFOdWP6WB4FTQpf+DK+AD9Cdtpjnc0SWWbZcJYOYiJ2W66GxiAp6MRoEzc7xlj0ArmglS0EgMSQhZTv2oZhMfqigifcmjLA9o8CS2UJSsJN1KWZtG9io19zASP4rBm13QUvkrUHvXBFLIT2fjvpPl1pHW2vXLw2PjYar0yBn/DHryzOoQS/LGQSXsHMemoCXhdq4v4UfNJC6efWbPJecDTZmWcEce03mh3u+zWnt51993M5fdHg3xCvKna3jDf6xfYAKuHDnM8MMtdxWQ4LHrDYo95f+PCIkC1wr4BBwGiYqBoy6ALlZn0zbsq85VSwkyw1zWt5JQS0RFhqzCgGAmUkaRgWxUqiiTi+xY9Faqms+y8EDYtDtkJlKOso5o7NrJDyOoQgbANuWoR1imKh9doPcqEASGnEIiyFjeHhEQiyJgkJV/kPHqle7NStSiXin6mmHQZCFwwwopZFEJkhNc3DWOesrLklQYTDfmY/klJmpUKu4F5L69SA6UGnvAaKFcAnvBdXAp4FWiAn97pmBlzfrwFYfxEByQENPD7LShJv9Jv/Omf+/Zvf8Pjk+euO+94z2+/B1IYACABXHRaALR2xmwtWFfoLWhhAy1QYNpuspnWiPQ0PMYBBOcOQkAy/88thgjB+CO4I4YDjAGgwRngUXPlXPjFG1CJXAJ1Cr2Eo26apRmwFfhf4GVtvJrAvzWQpKgfoEdhIRwEyDXMP9JTZ3Nzu9PtjEYjILtTnZMZXknNdrPVbY+GY0/7AjqOZ1m7hROSM/SSD6QMUZuzNWkBzRERWRGhVvOoYOFtFXNi1qzmwxHgn0nnhM5xUceQwVVJ8AsxbRXBL0/MpUOE/oKcRlsAKWGUcjLbLHLXI0hGaIqzDNjxG+iRxtSB6Jzy6I1n+ZGt+CfoRESVIxJVnTDuwgg1Wi0xO4sheBGhst6gT1YS12Jyxj/7QcYwXWI4kQSrqAVzBxHQtlCR3qFHxIiQ5orKBLvMpqPCjSfzJmyZDjkuVwr40xAMqCu8ZLTSqOicG/o8wDoIvtqdr+aNA/P5+dXl6vb6qdEsE5ty9thshHCUrlfy02c/rbmQEbXGKm5Frk3oe86Fq2ArBIcko4MQgqMgCooZGCqMQJiC45B3/z2eYRi+F7cOeFSBkKSaxsWnw8EyyBaKRwXqID2pYcQyx7a5OFfCLO5sm+xEwOdQECWgFfSoiH74alhenaZOCeXSgjQWfPDEXbyRuLio5RALRhTEl0RSwfQUkgQ3vkUH2IXxP0cQR8Nk0Ml+Q8kICsFR8BTtSzSY4csZ+lUkmPiJf1zuBt7vjPKz1MATWgP+rpVXqYFSA/9tNcBvd7MBhABA474C3mzHzCspwgt+ll/16tf93C//9uNG/xzC+pM/+aZ6xo5Ap7c5wYop7rVVtv52gHngAKYvbciDQ8VyQHnQBFt2nWZ3OhwPcBGOqBzPE/10mNB39hqgTnVRrBBEAIWZwDsp4CTAOkdeGQgIr/oWTxxuhaYRCrDBHVX9LwjEDV0IBZakJQAms8tjQCrc0vxwOEIJo+FIwwCAP/esYiq0Cf05RB581D2ODMchPE/wBWLiW3AT0Auq3sa+1UDTmg9iUeOHAij15xaR43Q0nw96w8yNBRwuxnlcnD4m7mu1EEYKklFbUgyQvhg1pJCMGYAhFfEX2RZb5cQCFSIOlGuNEBCuoS9B3RxtIDkBl/8sE+9yzEO6gJomizl5uVrQQJnN+oEDywcPrnS6raWlDgecQSdZCtLCd4YnaPiys4JfSvCAEcLZAx40rIFG4CQOG6a9BFWjSQnMZ5sb+bRexQag890GHSsqwktzRZO8uOVBG8eXxOWSuK0yTPeDSoeVvXxvs7KzO6o3hnt79NN0xMLKZER1lAHs1Ixzizl+QSgPe4aR2Z+OB5zyBhWSGAkYnhz/ENPY1GPkyEOay1c+X45MtagqzeTyAT7DiEIdTMw7fu0+S5kTJelG+85nxwNyhKr5XOgQobij87EVHZ+hV4rCN6soSG621oKEqeS4ojGPqwvWgqPUKsW5gsnEhRUotEiJ+tYJ5tWwKUHGgmSYZ4UwImg4HgP9R7p82BFUZdAyaHiDAP2DqYohQHkUbqlgWZLR+IL3aN8ErnI3cKihfCs18ATXgP9bl1epgVID/201sLq2Fh7W4mBi89RqI5Ak+2M5lLeVtV756m/7n37wh1/5uDx/klz33nvP1lYP0NPPwXVCb3YTr62ttNodoD+AAJwFpgF3g47x6wDc6AkzHLEFVegLdhUo14E+4AcxuMDC8DUAI2ajwSKB6nRVskWeQL6AXpx+gJxRiFpA7dj1i8+Ls/7CE93cEdk5ft69FvVZUsASAcq4toAWWCjADqEtQBpbU5nZ7rRZCpjjO8L+BAwTAZpuUu7C1ZLYB3PAImdCw8ZwVpvYnJR2wtc1h+DCKXqkCvelypGjhziVDMMFVqECMuSRU4qbOjMhNZiMD7nFsSKm9OcZ6xislyAzPjZRBNfwhClRFfYPpLAYCIDKHLxO/bTHnzYSQFhEFuhNJArV4BYNiiaFvDqvcK+A2FF41SyvLHeWsnaHk5sNM0Qy1gTy0GQoXg2GJWAz9J5UwdyYabqYhWZs0Q4C34dnUGgduMkJDeNpZ4VMNBN9bU/HEg+0Yd1H6sGLvx3qlUahhrHExHe8YgobTVQa7f6hgwjYbNcG9AtRRDHQjOTEHH49zEi4w9VoPMkaLchidmIKcpbDrIYRGXuAkdvuZBjATDTrAFFdMVoWAseoIf1PvShhBcyMsHjIjKphoEiB3ITnk+4trBgpdWHn2YiLOfaDVHjx7dD1jK+r8blYc7JD9csKsB4z72oM+tGejPrS3kOPNsFFZrribvEGDUrZlSHJotijosJ9GtaOEbrRwRHyh3OTafHPrraP6RluHIwGz/I8wTB6XHfaL6kWglhKi++MNOa/+I4fP3nyZOKwfC81UGrgiaqB0gB4ovZsKddVpoH/5c3/LAAhyJjPRitb6na6L33lN/zvb//1t/3c2x/frt+kgt2dnX/5a7/CxHx/0Bfkz2fgUYJ8jpzgdx5TyBAOA9yEH40QYibazrrMtDNtL04AT4DJgKGA9kW4wwSdgAwwDYgA3sh6HTzqTCpwkIrCLw5QjdCiwn7WCsJ7HnyCd1CgHEEITVM4EL+VRVAiJvE2c8Q2T8z4rMF6AOntFmeleRbZzvbQs4RjG22C9RChtgIIYROIAvogDxeyE8wS4kKphMLE0CAfoZIheuCz4ACErIm6qGAURcpWK53lFrrAAwjxsRRohDo2JBX3wEIVQT2xS+SFBSLoE9/WjUPawN6iAcTHZqK6NEXtCzk1R7SDCAGKTpJVAMQLxJbmgAGgrDBUW53W0nIXmtCPSEJQVUiPWdvHr6SoTCjCBj3CPykb4cdt0jpx0ax9jtGHLxBlUT0QG1cvlEFCMawMexiBzWmOB5TrMTRPm9hxC+snNKgSY4RBC37ClJISbeh5xIiazNvN9upym6WLvMBII5YQYYNQl9se7KlYB4CbUTEMZyVHEdBfXF3BxhsDvWkFiaCGRlEh94aX5VKJqH+fBQdPEgXwntZ/rEO244iyi+KpPA+qwQLqFdyPfL6pTVoBNiMTm250B9N2jJBZLoaxIsKChRYybkrIU7haRsOoO/TggLC11KKth90QzVKMnMSB6QterMFlnXQX5ofZrq6kyyyqpyLe2GthG9o6QwWLKwY9D2TS+3SvdgmyNTkODFI2HX1NdyVKvkPYGouuXLRfmf/km9+4f19+lhooNfDE1EC5B+CJ2a+lVFedBr7t9d9+zTXX/D//6p3pJ/klL3v5saPHXvTFX7y2tvZ5yrLX21u/tMUs9KgQfnECQLfV7M9q09G42hY7A3WZBgZVTXQuB59N0y5g0nuDAQ5JRuWM+V8gRvjT14AbhqBJ5zSBHpzVhrbO9GEMiF0D8eoLAnYBrYriKCc28j2hbVKAHgCQBZSjTKAyEYwzpiBE0U0Vhwsn8jFPqp1mgxg9ZBU5jkmgxbTxAAgULKRgL8zbCm0ljPZEriBgo6DQsmgplAzDzgOT6Vm/+rtzVYYjwKiT0fDF2gUbi0ej8cpqJ+tkiM8xZ2hCwOS8sCILTpUoYNR+V2ll1JpLhCzFo4vpbgG20J4VDORHuMCfwQDNQBcSU+yFOCxAJAo5qPNHcXm2gUql3xthj60soYM24ZWW5s0hO7hHeTRLNcTURx+KwVrwaXWhsmfxSkzR6TnIybnI1QLUQJk8YJ/sbNe3h/V8NKcdprtRGhQpBhZWf1SnJuZVrYI/EvVEl6rSYuqBxQY3QdQ4im00rLY5pbk15JgAHHFYRgFAG1MIydg4PJtpGbFD3JWJKSPHje7Op9NUBR8qokgxgIJlWaBtDUgvRaRJmYlPsh1VIRAAPrRFDZMWDyF3lNWSQFr6WG8vJVITGAS80TWkmOaAoV948WEJmsODxmaIdZTw/nRO5CgXO7R+bCsxIcdYTgl/y1RcVAwiwbD3cdm47SiPWglBaErxrBrl4l6LxWajULQPc2ybgM8o5gBZVESxVKSHoCxt8nGnoiwXhmB8N4OmxFKlaCgxaPEP/f5vvP/3XvOKz2PVcSFf+VFqoNTAlaqB0gC4Unum5OvJp4GveMUref2Fy/077/q36+uX+/3BytoBZjKJ+1kDXBEDtNUY5WNgBTgJhA9aZFtw4A1TQDviJPBgs+mOAHbY6u8BaMPLnZODRUQgDEEJmEQ0CNLg0+AvxZgYmpgKDQo74x8u7ziQmC22Ev0CsgPe2KAwJJAI+bqZiEVjljLgDnBYaAqC9DiqGfsZCFwKjbwYUxAGdDyiFnAHBphBdjlCoCgREFWKdQOo4QnaikZzTjbzyT+gfp3JfbH+lDngwEtOCI+rc7YZe+zxZL61sdde7lZx5sGyGKEBzrwSY+H0ThPMWIMUWf3QQMEzCpiKk0ugSaarhWBO2OMPBcRNPj/BA6miL0UXlqFRUBprC8EYJQPF8yRUsyTTzvXacDDe3RuykMDqze7uoN8bIBAdhEpVhVAfIa0jhFRCU8HVaIw07s2gOF0wmbBewxoIS0EYKpQGNOLoVJu09/Zmg8ONVj5rVDkSDtsBa0pXesXlMi6ryhV+Us03gX+8yQXliqLKpD97N0Z7s3bWrcx3mZinUYwQ4KlsuFma7pgiC+5VcEXISigwlHC/2u2530PVQBi++PSyba2naJCGI89a/CNPwSgZJo3P/osrblSHJEM1KfDUgjIML9in49K9qyGyh+KUkD50MLI6E8f9ag8hp+oOywH6qi8YlA1fPlmVmwUTtiETZsRnYno/d1EvKke5fQEUkEKAeXhINLWM+YOSylD6RJoqSUFB2rKkMDSUg1BA9FQiry0YIifeZGfBZeKG3O/7u9/84T85/flPQOwTLD9LDZQauLI04LxFeZUaKDXwBNbAfffdf+nSxc2NLdCaLj31ymQ8ajfYcznjuF89Q4BUETkHeKEhABqoGSoe1AP67Q+GoB2QGxABxMEEc2DkBHACe4iDwr8Z5A2ui6lH9ClaAXHg6wJEhSZtxEtsngCbfhagKpF0XEBcTA3BiE0x1etMrYZFMZsAYthPrDs90851owaJXyKKDqWwP4CjBOsBlIV3ibYK2bTqjUGKAEn8d2dLsCR2g9FAaFV2JgMa8TehBGYA2x7m9RZeRmSzJOJegAYWzc5Wn/0TrESgQoqRZTXogCoN/I+PPZDW/dAtTlLIXC4IlxvWEoifj5cOywlYKgol+KU1m+edyKVWVOT4k41gVb75C9UAvsmlFAEoL2/sXN7c2d7t94ZDVKvuAyajSmVOb48hoswBYMmLLapEYeKEX0EsutEfjAUarKw03d2s7Qx6d94zYIqfA7rYXkHgJTY42B1uhRbc26ZCYE6EURcDIFgmmeUO4krh0I+FVs3nrWLezudHWk3Ytyfoetc30lMwgbxaEloVqF6m8sEQS5QBp6psivJe9Ag3rAdBZ9G7JqtJHqFAeQeCw80CoUlqc6OiGSehGwnBsv5nDE+qQS9e2FH5JLY9x+ii49xNriajR2ibQYcd67toXN6CSVuwVQ2GRCqNP7mV0bjihpJROMoH61QL9lQrfHPvwIwr6VnJ4qKOryAR5eAsMuyQxfqVTHBFG3zaOllBDzEtFyUsREtJTVbgWrAU90GkMn/Pu98Vj+VbqYFSA09ADZQrAE/ATi1FKjXwqAb29vY+9ME/2t7YYtMoaK0JPpsOwf2TOg4hNeL8iL6FGAEHcARiPhaIIFiosnHVOfYAuYAIUClgnSUBUQ9AT8+WhG6EdMzog8LBVSBgTgSwiPPywJo0JUkDghrQf/hUA1yBkrwznQuzNBdQhWa8CTRTY58oCIcdxtoogWWc3wWhsRET/wpbBXiLmcR1FHZ2FqOFtQwSw1UECM4DEgh1bAgekcw2mWCmIV1OdDqBxozZb4Bwt9HZzrdJ7LRbuHhnLdJq7Wqnv9vLRzh+i/Nh2HUJTvzSsGCfNI4qOFDhPcX2ANvRWwZd8Ic2/GNnhCf+imgBZZTRcOCCc0jCo2x6w8Q8ueI52CQVJiHJm/GZCIzEFgVEI8QOpCxj3XB+kkZ4gwQ920V5OoLbtxRF2GiCG71fqA9xVlHYnyBa5aFSO3r0EHFfty4+cs+nsjMvWb3uIE5Qk9loMm1UOlkse0wM6orK6Pu4NAvsMP9okN5miYTEBv41F9ZnIzq7tnT40DINsVICT/YLUouf8dRnJYnBAnBHE0rCDed1wRx3sUwQvMO+0qV/3AT0DjH31ZjUBV0NAFhRHM0sqih+Iq7euVLve9SFQ5QComTSHYVIhj2qPWwG+mIZoOH2dxJCSS5A0LkUxuCzMd1y/LIoAoX4jgS5YFmGHSASj2wIhiifeQ4OacjKXlGAMrASHCFqsCy9BetRGXJ8cy0SRnJQ91srz359La9wQRAK5FCWV6w0+SQnEIAzh0dqnY9HOTGlDAma9FK+lxp4QmogTSA8IUUrhSo1UGqgsr29tb21xcQ0IX0AfhzFShQToAFouU+0RUBYguGxNRO0wN5XNjqCDvBy1rFEyM42QnAaKFZTAIwHmAns8xmwANIAR4ImhJ36DUHfR6qPaQIkohOCEETYJ0oUCfOCKi2YI/wVsAhFeKIuIAYYFBEVnVjHl17jgqCixLIM9BvYOCEv3kX/2AW+dC6iEXA91LPMqV4gT/jZCN14pAVhpAAu4uAHcuat3czyfAj3rjQQCTQA6+qhVesw/82s+WQKlsWJBXrKP6vi1642AFO46IC2kZMZ4oBgrnWwAZY59iwL8URsyC01q4QUUlETis9nevJDrQAuvbUWGxmgZjdEeTE0LwpRiRJRX56kDYDkQGP2RwMkw5qjojqWaTyU7CRahDDKZECwq5XNrOwDWVtbevDT982a843N4nff3z91prEzbm2PKnm1Di2YyNrsIJ83CcHKgWxMH4U5xeZnep7ugg/m8DEX8rx+dn26vjM9eXp0YaO49/4Hw1kqRBdLKxJaQT0hIyeBGfQf+I1dgernxF+KIYKWQikqj5wknlqyQ9U0F/LxogSfbtjlA5DrIBQbo+YwxEInKMdz6nwxUFElDFtaRTKnLwtQZXQ4JNW62gy92RJVKG9qYOsg65ONLswsLGR0YsMqw+Ft54TiJWNtr/S+uKOYZS0crNoI/ETvUsQBILKPz0XN0F+QtRGFJdt9OlEyPvniGM4rRKKWZjbdbumo4bdBYeROovIWOQqQrsivzMuQoPsKKT9LDTzRNBD/oz3RhCrlKTVQakAN7Ozs/NRb3koAFsK549LT6/em4yFn8YouwKvOjhsANJ4ATEaJBwXgtg/eABwIygQNQCXgcMYlUOHJiV5BTOBIYVZCLFADPjBhzivAjsVtAlwCxhBLcd6TcE2YJfgWllECAj5JlH+APkhKFfiaEkEnADtphIO4zjRNYT0u+cIyDBJajOMLoBDrAhIE50o6zdEusJRI0UtEFWw5px8QiGOv2L7Qqc6aE5C/fjHNxhr7bbvtwTAnYlIja0ZIJJZIZJWINggK4o2NsAsMCiX0gn7YqosXkKcgxEuN7YsD26FAGBF4Le61B+RVBciyqBT+LBN+7eaKf9EcXRfwLU0TK0ySCZOJ6Wv3sKJAU/Xusj42EUGNuIFvPIiEr9gLtlTNJ24CoVXHgNZKHZswp4n69O67tj/8sZ17Hppf6K+eu0wIfzdxsP4R+LJKjJ6JqBK1c5AwBPCjqps4xrmoder86OLG5MzFYnM4O/qUGy9tbmFdUJgmXXfB2kx9Q2Wc7hl4RJoKyyVklDFtHSEx3MXIQCNc3ppLewJ4Fx8gh7Dul0A3XL4pITcozm3conCqifttjT8ND3UDbMfhy9CsAm5rpNoyaiXbMSnZBjYcyF46Hi2HiapJKMq2WCjbQeqgTaxCH8rBQfRScAWPEpZV+jZaju9PlCQpeKA+BSD86GU6L9viC8WddkoQ4hvsYDYxlcH8s2EekR3+ahW+ufCkTe6OFWnz8qKC7/FhaiSnx8ip/OI73njHHben+/K91ECpgSeSBkoXoCdSb5ayPBE0cOrkya2tza2NDX6UX/hXXsQRAY9bqrf/3M/+3nvetbrSHfZHq0tdAADeOcwVEg5IWAl64Ak8AYJgprxSzep1PeHZbzufs1MYmAPCYNI9HO7BClXwrDgDQkCFQBGgELAcIAxKQCwhV50IMHXDTYJWwoLgnSL4yUDCmUwAtG37BM5BTMGeAFeEmiCJJgTQirg9AcbQQIJMOBqBJEFUApk4pcsKrDPA8dSonTDM6VXBGglTQvhTV9xjI+A6WmHRw7YoidywDYySXIWK46yzWt0bNGsVzkjuhJcH8/2XN3cJmyrAdD8xdhG10aQQEqr4+AfOC8hItrGDPEgAQyGQn0AWJEdzKlO7J2RFKaYoOAkBwYSHqiEQZ9JDaNn+V2HkBC7kPZAhmndSOtJ1RFkQCTAPj6EEcS/iQhrUSnv1Zp0VHhPFiO73AP8Cg4luVOt27n/gYVyMWu6frrB087GP9Tl74bnPXrn2yFqt2rv+sFP12g4R8JS9HVMPPxDLw9J4hgGwjEFx/mJ+9sJofatxfoON1NW73vOJ3YI4RfOiNo3NE7BE37GvQx8cdlEjLooBljMcEJGX6J9W4l7Si5cf3CNvDJqklVCdo4kctYWsDkXr+w4RzFxNF0cXu7S9ZXs3pKIbVSldIWFvozN8QpkpjXoMavUe1H2DAcjSEjrXhpiyuZntC9gVXPYpGxjSSOYpsLmkvGjAYZ9E8zNSEjkLxqJQyg1p7OioIBe2GFR8Z+FCVsjWInDpgE8Lx5cOysEAZqo+e6qZ05U1p1U+Xw+NgWCE8osGFp/BYjRjjvxVvuN1L7/7vt1FWvlRaqDUwBNFA6UB8ETpyVKOq18Dd9x++wff/96PvfdNuNNX543N7QNM3X/td37X9/3D//HxCffpBx5YW1vd2OodXl4Ckrqrc1bN2dAKdgEecT4QCGY263Q7zWLezfjfAN9u8BO+7Hjs4HTizz9ztwABUB5AFpACNhOA+SdTJAMmIMM98EOHHi/wroAFpAHscO+r0EQQnOamE/bgMZCUMGNxAweE6oemOE/7AMoi1+CHJkglz0UL6wRUEhbJimA4AtXYrBiV2WXD7hPbB6AM5+By/UN08jZIkC2hBlpCOvxaIhLSaDdfanVqGEPYQsybM3feS2smxFJXJ0z8tuqZE98gP05RAPkVMgwCg0laxv7h6ASRYNhOGjCqBqYoC27zmTYxWEK78eCcrmxwJazpDZeieRuvhV/KIiEVAEkHAFR/IDqoAwgFttwomJpQpZ6qxmPozePb4MfwmhNO5G2wI5zOIxAP8V42L5yf4KvPhYEwy+ez7j13F6N875YbZvOnNduNYqVbbbgpwhhEzCu7OOGIqORz9gpgCzUePjt55Oz45Onx5l51bzjvjyZbvSGlsIcQUakRe75Sq/VoBhW6jhPz96TTOe4ygWd446XWUt+GGKGLyEsz8TTtsJFAsu6UFapAf2xDxyez/wxYVaT+sUudO7eMpP2LRqFh4bDMUqtSebScuDnad7Rxg5Kjrps/IMjFV4b+m7AWRBZjQDMYuVJFRoIVZCCRtbmA84mPxJxiUYBGXalRKEewzfHPhGjUu2g8PqFvhfgXTVjOi4eo6bdO+wfbRCOFCF5+qRyPkaGsUkRwW46K9uW+DiSzT/z9v/e+MiRoKKR8KzXwxNFA/EfwxBGnlKTUwFWpAXx1bv/4R97xlq9/9m3Z8esbFy9VLm5WHnkAiLnCwb1/43Xf+/f/y20AaD7nGV+wtnpwkk+Prh1icyeHewHkwQegaqALc4b4fzN9/ZKvfOXumYubly7t9gfEvGSOvSWArcdUOeggdrKK++ecw4XfDfgGmAMAAh94VBa0gCux3RbKbNKFZps9kuw5hk742OdAaedGARjC0sB1wlWoiIASZolZSR4jOHsCJAKTWjUTqmGCUA80FnAbuwUcA7ym8QR5oSGG8oIgT2BNcL5rEdSCQzyThP/gNbkwjhAZTjZrPOD1NO90MoL/dJfbg1FBPKLhYMgm4HxAD4DvdPWgAdhPriOwo5eFs7/4nzj9rpN+vZaFr34gMA0QWIqKNKqcmgjBJ/faIRJMhgB6lyvKk2ZDgdQUQ1mopc64U7zAcAneA+5JiFQ/KRyi00yAuoTsksopJZZV+byhNNmvzPbyIV0+Gs9uvvn6Rx58kIOVx+M8uokZ9Eo7ay036kePVG66sfnUW1ovfX7zwDIG2WySVzoEO2pWiokDYFywcMLOgdnH7tltNlqPnCtOXcR0quz2p81shHGCatociuAWYtadquPxdGmpaf/RK3ry0BF2MKtPyEMZWFRShFHa1K1KGVcIEAIqesiELEqlfSnKZRxSJ+bjk36h5MjGG4biUUdKrNHw4FIShoLLEAazpV+oAzmq2L5tyIBWgs+hbZIYrsB+jQe/GsE+nmMs/sTCWVh+VrNYVFmgbInyT4JmcGMBBhAfFHHbhmMsLuA7pbUk0EKUfkz7qZapVIvp/3121YjkPRdb3pGHcT6ZeWA2NnplktEOSwJsE4A4g5bSoXFtd418+X7sZX4ZEvSxGinvSw08ATRQrgA8ATqxFOHq1gBI/Zf/77c1R//bt3zT0mgy4Hyk666pH1taPXmCYIi1eVH/d//y7S9/xau+6HnP/y+S8+GHHyZeflGMV9stjtBiuh+05zSx0+dgeL0XmquHvuQlLz7Yba2CEMacKHUeYMdhAFwgkcDPADLPygXAgyhwIUnQREQgSnAGIWCLUIbzxZi+b3eqayuj5U5x3Q2HdndHkNreIFB+bdTvbo5GOwAOoY6iCLOEoUIbkBifIBjIOrEbU6mAGPGaMJlJa2FTQHeRt/lRUTpwa/tkiiED/kVJYS4NWJp0cLwsE/iS5QkAF5xYGnSf/CmqePpDYrjZg43+cIiLC7Om4scph+DWMQnkBw8fmrF5xci6nWLCoQciq0yfHyTSypATeXbqNXSFkuRUbYUpQMsByxNHcI/SFYR6Mcmc5vNtj17Yx55kheboA24DoFpfSsrvX3SPGnMHNQpzZYYCWnxR2eloFW8VRgKfrGkMxjgF1Uf5UJtIiSNSU9ggbH6o4EG+0WT14NJ6/8L51gue1e205p4XNx93WnoKERu1KCqb2+N7Hxye35hzNtn6Nqe0sbcY7342D2NyxfkS9KzDbx6LDC6VOF2O0IBSDgOD19R3aNOYs6oqpIVheFfIuHOEiGnTyDCRl4mWojddQ9FC4gnTD0Qf7agbWsIotSbZLExxyBhjQ8MhRhvZcBjNoDnIJpLcxCCVeKpKbS7UJ/Op9YDQiIBKOU0PQjFEHAT2ioSou7gk4kCIR95VgA9yEVxibmocBnGORosBBIF4WdfGYDAoLN4YdFJIhBh1JjsOIWrDZBDkChsLnXDj1z/sjETTwpKEkUD/6Z7vR6hAwrJHSNBve/0bfCqvUgOlBp4QGigNgCdEN5ZCXLUaAP3/+I/8w+c+9d8dvn7AxDMYcjIYc15spVVZXiIG/7zTrLeW5v/ov/+W3/jAJ/6LDuV52z//Z6AMjqFd6raJ8ALQqwGOmC4Honj67zxbPfRFL3nJGntdmYdvt9qr7e7O8mCwS7zHhISAGEybelbUAls4EU+SiGLxD+zgHzADVHHzsdHBo/nTn7kMYjh0dAWMQejRzcv55nqlt9mcF9UHP5Ud3m1cqOQjwisGEUAG9YFMPHHLDdAERL6PnHjW5MDHIrAMhYFsQCOOX3V202LWlxgTr0BW4KjwFgwoJZxBArxxbxmRzAKyxZ24xhuIAoVFoyyBYOu4V5SA/4ImHfoBb2lfgSzH0gf4jmZF/ZguzDP7aQu+bAC+YEwKwUags8gNxQXaUpepRiqEWxGAC37gBD3osc2lISGUs9+icRtSYD+8QlaVQgotJKlhgSZ9FuiSJVtRAN1qapDIRDVlJpNJ1mrWiAfFxokIWAkqNmaU1ayBStFIb1Kf7jR3duvr64O7P9XjSDSMKPR9aLWx1LHc5e3KxvZsmNf6o1lf8E8Eoglz++DNCefBTedrK2zcFoiqW/ie15l3p2lTGVLM2PMBQIVjGuYNftPdgnsEeMwV4oNXozesQEIS1Gqx2KK/E1s1gMo1JuajW9ArY5sLYurVtux6gToz39SEIOpXdjPjxtRkV5FEpeBQ7mLE+mkS/5xKhxJrahg0GdFDReDRa5GdqEkgxsZCv/LKSIIvydEjfjFQO4nccEu6I5na0bAdaXMWesxFqtJGsrLBMsWCS40cSjeqDb5DHHpdmbY0yVjFwQxgbGssqB2GCl+tpJZ9ypGVHuY/8Y+/+yUvfdnNN9+8n1l+lhooNXB1a6A0AK7u/iu5v9o18Is//7ZnP+XdS62NIp8B1keDMfCo3pzv7E0HxGivzduAqMq015j/7nve/dpve/3nKC92xe/89m+uLq+udNrE+ie8p/7Xs5nBWGJenO2xT332Fy6za1aAM63j6dHt7A5wlBd64OfDVCn+/yAmQANleAcfiNHFOjw7lcs7MXAAb9cfYip86yUvW73+6dls3jOvupMP2PM5u+bG6Y1fsFKttB68e55P+mcfbLe3J3muk5AITewh8hYeCeilHuidOxKcF3Yi3Sl2US3QjQcEoZaeC9avESE/0tATqBr9AZZgltoCIfEWVKMpMA50mcuPpwR7nB1PmIxSLC4AUKmgmjA09CCaEa5SVtmN4DS9xBBcbmAUFxZKJu5lMfEuopQ1mk12zaKW2uNKvPAOs/EWZpVKcGKa/nF2XFoWRQxaT7xaQln3ebCFwKs2xvTuAjeKKUWVokCIaDtYTXLQYSEItjzcGRn05mLRJptwyllRNNvZZFgkIejtRV1sAA7IKnJ8narjen3QqG4HG277LojYST8wrBgOk3kOQVUv2wqQjyvtOkF+9MZBJvLEumTiioUPGkcM1yf4ickwnCGmG4BD7qgux0ndoVuK2AEsXGCmTFhfCLzKqBAdK6K5YGg7S3mT1DbI+JG440nWubMVrEhbdhzFeFmMROg50hLqV5LEnfpbXImIfEIE8vJMBRd8bFh3ezy6WNdQ5kSAD9eOGFQqPcSxMv98Qi16+VA5up3kIGi+MtGCTERvWkuRg3DIgfSLTFLlIohqdcJhmOuckeeKB9/LMJ+TrlGIFa2g+pRG9YRrn8qRzJ++fvM3f/0HfuAf/em08qnUQKmBq1UDzsWUV6mBUgP/TTRw5x23L9f+6dFDG0Te56zbiRFWCKPJNs1ZEbPO4FWOfipmRac9/5X/60eA9Z8jn6wVgJAz/gCvcyZhG8BcPP6pzs898Pv6p952+NABDtYFvo+JGJ8X7ZW1m64/tnrw8JToNyADtgwCCvTRBxyIR/ngDagjWEkQRYw5O37TwVuf1v/ab7z26E390XCrNh1V5sP5NG91+rXqEPKj4vJwcvaWZ1Ve8lXHlg5WVlYzljWIAiPogGJcoEFBVEJLop3FjGaCk3BBLnPXQBeKgNeNIe9cqikk6dPj4VZ19t/ihSGmEdzIcly2oQwgTymbIRgLq4bkBDoDWZHJXLjlCeAp8DK6C9uY3YjMS4S2/7J+Jc5I8JRfXkxxc4lLuRGFKhBCUouONY+WuZLcECIbg0tOmPIXtWqlcRobJw2M6XZi5YDPPK4AYZi/pa/QN1TjFaSQO5IiGj33SEe2cBaEL7CL9lKztgvstwwKxbB0Y3TDUUGz0/kWZ0VzgVl1jg89W90uSdq0WXA7wX5qBSF/xrWiqI77k/FuUfSnBJYqWGGypdABVT1IF3xcn3J0shaNpyVPsXXEwTia1QlHy05ipt4XPKIEB0Qwq4ogocrjzmf/4AHZkFDl2xAHWiML1FmzgQMyrRgsKIw2FnPrAZAZ/awz8EJwI+N6rHOMNNYrcH6CsLp0S4l3fGH4VByH2IKfUAgpDgGrOh4hH7lBTA83icIISxycqhHM+o7UpMcaAx3qcE4XN1gEE41mRKE56Xo5glmCknWVF+JGui0nRVuay1reSD7WNBDBJwj7xXGpSsPD7fV8h+CD7wgsWYWh54CSnI+QibrcckkkGvKWu196xxtPnjyZ8sr3UgOlBq52Dfh/fXmVGig18JevAdD8v/61r77mwNZ4pDc5QIJJTZ10p2ysXNrcmQyGWdVY/HFGEpCrtrWzs/258wlmIRwNDtpEeyQaoFRsg0Yq19xy2223PQ2boLe7OxwXoB/Ss+Xu819427NuvWGVPQFdvLeBgc5Igwv4MGQk+CChBtAIAJxoMo16Ph5/6dEzL/+qTnvlUrM+qk0r4wIDIAewsoV5NifeKMYNUKpWVLYr7cvf9DdvWD6Sr67Wuq06W4qTOLCVnD9ELyJXQZ3ASwduQAtAhO0LohUBDo4x+7iH1sE8nBAGOgL7A204z0q0BOwJyLRAiXoKgTbD/pGAL8gKeXBAJ04L2XGxgxdcCBFYxi5SaKbMCfZTNbZPMEUCn1wiSypBgcZ0BGoIQ8nSXUfQH9Th3Hur8E5BapkThGs43kxHniA278iQsJ3Dl3lmBUKsizbw3SIrAF68i8hoVJ2KVH1FiiQF/5BBDwgCBcuoTJmlbbkkWQax7rAzLcEsNYRwA8MIZAdrcCgttjRABB8dtENtCLuhIMBiUh46oZiNR1ehTeAwVh1LAczug3gtRhd6KHJwiZkGMYrUGOer2EXacWyukEFMKOMmccntQkNBWOWaopCQcYmEVQKIY9lyijAc8cKzRe60jxgeDAaYi4uPqKhpRRlwtuaGUFxvKKQhnXBPqFpJxP1SCJ0GE8hB49F75lgviSxLSpz6IjyY9jNQapCIZ3sg5Ngnx7LDfj58S06TJmcrMrzZvOX9JzeyZ5MUdCrfwsGQt1bEWw7zbcGxRTXSLCMpbRhelEOrWh7qsa5R4AiALI1FIrfxStxQO7VpYjQaraW3n3zzGx/zVN6WGig1cBVrwP/By6vUQKmBv3wN/Pov/+yznsZBTBPjSNK8aICfZoB1rd5c2dnRU5/g6aNxvjfo8z7Mndj+HC+si7XuMuiZMD8gU97B0cRiYXa/0T3w/Jd8Mdt1i52d3u7eIAcxGxJHzNppXnPjtUeOHdL3XOcWUJmAMcEA0WIYBACJdALXJJ89+2nTL3z1UjG5NGX7MPPCerzg2AHWwn0ISAMS0Sk6J6TkeDSv5tPmpUaTncHj+qzR8cAxkYcYZQFBACsYGXh3BLSa6aoOune+dowTSoFG3LkbU5vUYbPE8ny+xOnFYegIn9jZzGw9MY/Y9iDywdeFQKCuZiRJoiXaoKwXssChs+4oSOzl0VHAQdAvyVnWhgbCNiOYEfkBWymagJ/oVttNyAXqBX0JCWmKRKAtN7wFBI2M6Dy4r1Um9fkwm0269fFye77SHnTrl26+4XqGAcCVimrdO7QpTA3kFkkhBmwIRZVWIdKQUCtegcMTQ5FjtUD/YaZIXdutMifYf1avtTkmGZHx0slqrVYLq4FKsM9N2E4B7XkL9KmMzkqLMgWmTo1TeDE81A1JQEvzYCyMp2q12YooSXBsVeNGqajm3mzGMMBZxpPjaDQMTKgpeFwhDWSiU2iDuxTFH9DKpgK3GUxwk8N8Zb8BL4mjdHiaWFL465dKdtEJdxBCmbEIoGb0iTPOq3gc1mHOZZAoqxKtxsuhaZqPXAuVe4soUuGD5GR5RHLQE3IjhRWCOKUoIuyOitzZhVGVXs4QqVJt0s/kKjLvlnRk2UB0d+pb9UA1leN7MEZZGE+0g1/pRn4qaGEMeTynIEy58XzMAEv05VKFhySqIRFGl49eEosGJfuHH/j18lywR1VT3pQauKo1UO4BuKq7r2T+atUAAH02/SeVaR+QAObidz5+2P39HVc7e9uTU2f2apUOE9z90XQEhM4rgyGA5nO9dnd3Wo1mARDnp7wxZSqX33585Of17JXf8LXjwQ4Hd61vbLeWumSAlZgFz1p4czc2CQrf7OC5wLS3c9y6cBgTXrwALgIVYlUwgQq80lVo9LXf0BkMtzhfrIaLPD4GIHV88sEbCTIyWeumUrznbac+H+XjwUv/6rH3veviXq+WFV1MA2KOinjEGO4CBUsJ8YE0TPp7vlIueAGkKDouO8AYURU8s03hlvHgBYOdVru50+reOaucm2euKRB0BpQr+AEUiQQXYFZ8A5AT41IIQBai6D1EB6Ai90oAhJw/ZiJc44fVEdER3QNqZto8EJLQTCQLsrM4qA46IYIoClaRHRCM5RLAydYoCJhfaY2ZuUap+CnNp51oFD8cAd+8Wmydv6/dbOdjN2FgZsiieI03Tz6TCC+4iQUHGIAvUmTELKrYnEnxjOAqwDohrx5JwZjc6ufNOgdBogZ5joEm1qfgfD4ajYT+dGwF44cw/578RQoBNG1NYykOiaAo9FgYoUG32TqZj0JVm35QnCUtFId5GY8A/BRHGhyB6MBKvUvnepZuyGWWXauWYJY3Zafy4hL+sjBGW2Jo1pIYfmbzipL02mJpKOSlLlmM29DPQnHqhzah42U+jVkdAUKpLFi4CxsRo2/lQf0tiMFique7F8KgpkgFg8uyNFWhBTVD6zhLwSoiOhIVZVEk4j0FpxQ1meWSWrWNDUCnaC24YBSi4f9jt3kPfRLjwYQ09BbMKYLZXNHV8Sn/ptCR8d8GSoNRCNAFrHg56jQHyJ7gOKdlt9Ambckp16NUgxQE0zUvzwXbV0X5WWrg6tZAaQBc3f1Xcn+VauCPPvg7R5aJuwkmCQ+NmJ8EtODoAq6+dHmys1tpNcERbAaYFTgTT2eDUeXAgQOfo7z81INgR/kIT5tGtemc/HSKPfDlX/PVk2IIKrq8udVeWZkRnzGfTrNJPWszBbmxMzh5+kJvrzcaFgZnEZWFkwTvAafESiTBNPB/On/lV+T1zLilmAt1GPfIIZYaAERganBEFAVOMNnKIgc4w32bRfvg+NiNowuXapOsqAxBmYJYFCBNvLI9rrjGFC74pCoQFZsE+nC2EwjYaNVwkL92On3OeNAcD4fM+LJ/ujJ9Rne8PJl8YnoANAj+ZJcBtgtBKpn0BrZ6IIAACniF9Ogc/CZVpkLlTLiKaM4KC2lxfrK0J4hRJpkiaiDm/4VRQYn6yEMxtSOkC9wECeobHB+AS0FEmK+2hq3GrNkcd9qzRjZuNCrHjq1cPEuX1PM+8+2NTqc79C6vVXqTams85+gDyAEfxebcx7tIMFRBg2SajE5s2tTURdzTsiDR95BxkU1RC1EMYAlGnY5GA6TniC581S2DfDOMk8wDztwgAOivLC21OBtYAweRsczYlMJodGQEDher2gwvVk5oDX7pPvoTjhrNajNjIQXzj42+6oJVmazR0odL0C97Op9RPYA/KVgQ6otcRlNwJH0VwOJVWALcRhZpCi18179LYiQ47mABNlw40vowLihZFHcwaxCCfHmGog345nQ4yclkDfwrd1IPXmw9iPuRwHjcQcgSvPmKRuhtBLAJCKgH9wPz59Zm1qhUmseE2YaWKHxQ1XtsVAzRRI33kA3rye+Go04O1IqCcKkk3uEdqcJICDIQi8KOYcuaGDVgiC9OmFjSC80jLislfp/Vl8dj8L2zmmqyC5QIPUjRa6EB7+bz8lyw0En5Vmrg6tZAaQBc3f1Xcn81aoDp/8unfmi5O0ywip/g+JkX04EYgEoPnRgwY85mYHxTgAfACqKpvPwrX/+5hwH91//qt8C9OMc3Ghm4n5lsHD1e9Ne/BkCGx0Qfz59RAU4GyDfaxO1hYaC13utfunh5a3t75/IG5XHhbgUWAJoApd1IGZgGTMAfwPSmG4sv/bLuZLrLdDcgHQhBO02gHS3RK0LoBBrEYRymBSAHelQb43ZrdOpsFT8EPcKX8+q0wWoDkgKDnOjFn7uYNcEkbObNC2fLY2qWyEjaBNCZTp43Ht06HvSYxqwadwZ/ozp+TNCr1G8eb2wX3Xl7iaNtA1+BRwU5MM0lXBQU8eFLWBMPwCMRk/YAkFaoKlQ0j0oRVxQwB6wk+ExcVHZTLlgUhEYDMMKkOoCQmgAqAaVYCj0sNYqDB3cOHCxe/JKVA4da7TbORNXBLttVR+eu2Z6NmxfPzna3ODBrJUPjs2xqgJtKC6U06sOcAE7tYJemxPcJkNkF8CaQfBQe8uwlmOMCjhvth6oBWAMPypzbVWtsMiBEZaB0eQdzux9b4E5Pqh40g6qgwg1z+RwinRvY0yZyj9KyXdsAzKpG8bwAPm65YeWETczsyOBgtXq9STwcdUxDjGx0O8femDZZJ6g1URGSCGWjMxJhEkxldDp3brxaCiCJmFQ0yssUExVVzk1Y0Arxo7wgO7pAYpSzCbpGVB5Im7SkH4nEWE101UAQR3m8LOuVhE73Fowc+dlPiqW8oGlKfFnklXFEGUdRJCf2NRJthXcY85YvufLBOfw5kGyYBFKlFm9ybJqPUdMc/kkZ2UIKSekQFBWiJiOUh6ilr5dtcDFc4+tAxdArlYNBiUQaz3FAG98J0qAUbaUy8+/7u9/04T8587n/dxTVy7dSA6UGriwNlAbAldUfJTdPBg2cfOTh+Xwwy5n/B2uKvARuoDP2NVbbn7hrsLHBTLAuBOBLfs5xvAaQP/VpT//clXPoQLvfH+LkPRj2q7Nsaak9zbonHrj/2LGjRw4dHOwNVlZXsQFaoLJ2hkf/cFK9ePHyqYce2tnawU3DaCzxWx8Ih7sFOAHHiFOECLMXfwnYO2eunrDvhhrCBUgwky6RiyJYWHjYbTGlDK7kECgm+efXXNdePwtKXhpP+i/9ay/+4Ps/rKkDqJ4YPJ4mkB1C+p0UoNV5q9ma5TifVJ5RzJ46GhInM+KVeqaU5oVeOE02OrQ4hrfe4riD0XhEWo3gR8JpFxeghqIB9DoHgfd5hkcKKSmoVCsrcBZcBSwVxGvqCE4xLiYTboBCbFwmOWB2qCUQduAxFOZ8eGgupm7nlQPd0ZEjm897UXbdda2nPm3SaPbZd6tn/6S6t1t9xhctTfPO6UfYJN3aWm9+9D9sbG4UWSubVjrgbfY8EKenXtsdFe2mWBmGIQ5sk1NwnF1jV8B/wMTAcfJECu/wkYAvklIlQUIkBI9WsZVmBPKnxIztzkC9GnstoAZs1VJiPBD8302zrEfFAD16+ACtXlrfbDWM7YNWohFVSGNM7rtsEqDTHdXVOcFhKVFvZmh4oV6ZMtIRhetZwHCGh4sMrNYkWZzMhgXIOFNuYP4YbPDP5UASG4tXIRn2BizZV5pgbG0lU4uF5oTOMYSiC+UVLhP+j9hRLvHEpVFILu9YQDbMA1V5sxnhdyrHozm+RVcLwqngOyXSZ1RT7ebICQtD2MTy4nF+CA9nLJLIL0zyz8r2JZ++K5N6kRH6wKRIhj/ZCV1H61EcwcmXUGSpKul4STHqcqsZEcUopwak7p3fiHkKWqWockc4JZlIzEgKW9gawQV6478hHtJFjfJcsH1llJ+lBq5WDZQGwNXacyXfV68Gzp76VG1OuEz88MEKABejTBqTsJ6dPT+/eHEyHIISO/juENaQH2XC9I9G8xe84AWfo8inT536pz/5T9gDoCM9zij16ub2aFLrr04mOxcvD2+8/rrrjwMYsk6nBS6q1/NZ7dT9Jy6fPzfYvVhza2hAOvEE8EiwBA4QCZAAHnQbJ3E882M3wFWF6dxGHbQIqAAufAa4CKbEySS5+3BScGIAZo4U9vLZcDRjV/B83sMz4g/e9z7gKFBcRyfgNdXAHFghzgEDVTiJrDUvBtdWq88aVVYjYhHAsT+f78Q+39VmvV2p5bNJezJrOxtcazF/XWsSRxVXfliHkkDI+U6RGU0AUsE3AF/exVzCK4WjrBseMGVEP3BBDeQWSzOfHRwK3pw8FTP5TzBlPUEkIFOYJjVrHu70bnvm6GVffvC6m0fLXbaq5gTaQSvMoSNjZ4Vli0mlsXf8KQQvKg4eb11z3bW//avnt7dYA5i1W61ZVuvtzTIay7DUOkylu35CUyJdu4TmEyqMp+ihAMTmxiXmpZA9pxhK4itYD3dzIKmBfsDDrr64RkRRvIEo0mhlWGqoQo3NOdtrTojYo0eOXLhwcXt7N60G6EcOMUE3KsRYdYJZbaIUnH6yOnokDibZ7KLWymiK6TEw2KVNE2FaWBltSUjO9N2ir0jU6Y1eCKbpEsWgmdC4cofkQn4qad7QKXhShaRhd3IXWXwqPVYfpq5uQXarGtAyJGwoRrhjjVTGh0SF27ZGp0dj0uEpBoFEE6vKaLZsmc0Fz9YxJRjxM1gjCZYizFGiaBWaSVUcmSYHHWvIHQmRqFq5t/n4i5l4G6PMgoH96vAQZllUlg1KLMoFg6k8ZdxmwP8oGiYxPiSFognIOm2z6JgYUQ+JQ95Zu8B/yWIkpgLc//j/Wp4LFvoo30oNXLUaKA2Aq7brSsavWg0M9s42K02C7/MDD/gAhYHT2YU6mWYbW6OdXaeEgWH8UM+nuFBXR8NJPp7feuutn6PEv/XOd/KjTbCPbKlbDPNBf48oNvj0571dGrpw/gKROtcOH+wsrVaa7XGl9uDJs6cfPtGY5JPZcG0Jrx42huKCIp4CrjkdCyyOWXOQsTPYtdrhI0U9y5vG+SGiiDCRyWSLg4MCPVgv4DioQaAGUMGrnMpZldA6WZvZZbD+YFoU02l7StD7cYEfUMZENLEpRbrE8SF6D7OS8864WMWPvIpfz2ofRdRr7IrmmKWx50xN2njWC75wsZ4fyCoGBWpn5/I+2xpwJaplLaeZQefqUzaBNkQUctYZlxtYBeAYYtQon4hphHim3rGBEkwT4IuPkUKgplHBAbos1pjCJURzr2fsGWCBw1Y8A/bo0vD6G4Yv/fLOkWOjRmPgVgRytY9402MIDx02fLAaUauTO1w5SDyexqtefc2n7ux/8u4cNE6U1Xa3QXR92lpuFqMZehEAi4nhnTvYUaNoF4L8oTUSBcpy5lsAaG/sClu2mloQLAvB7RcLC0ade0ZWLI4JW5851oBdEzQUh8dNp/nJUxfoHXBshxHChhKDeQojudABjdN1UUs6tAP6H00K5Ox2OQpMDEyin4kP3rkQxt5mtJJrAerJjm7+cSGxneSlYH5fXFJCEoYX2rRi0olmg2X8U0/6m4Uy/IYZzRR5wgGGuhQhypPDwEUbWsTeYwTRTuB3NQuFxZX0F3lmkJqygy3NBORIHHLPTdzbwRomQYdh4Xjha6I3mSUwaeAqwLhySyRVVECGZIyr6C0zTEmk6KF0lwhbMu7SYzQf7Tse9iUI7kKuYAMG8sLm6RQKwSfdp7oS4wtJ0iCiFlymcZXIpfdUaF6eC7YYIuVHqYGrUwOlAXB19lvJ9dWsgcHmmzMW3DnPFMDFD3GjMeZcpUlza2d216f2BgOtAX6Zh+DAcXVvOB/k03/wP/7ozTff/LkIzQaDX377z44Go6y9hDc/uzmdQWeyk3iJw1Gruzwa9Haqs9W1g/zIc1LX+vrWmbPnKuMhUD6rtozYk+AAvAkDAABgqwAabjestPTxqLSXQMVF5iG8RGMEpbAOEL7yVMC5gK0AoFIxjcAOtoGp+uTgfTOq5YPxtBgws80c7GAyHwzHYCVQMfiMqIyzoQAZI4OQn2xXYOJ9izOeahUm+JdqA1xh8j6eS1WmqPPpAGY8Qo0g/UAmgN1sekuzeWpSoD6WPxpV9z5MmeUG3jr7HI4gICAmPJNJgKQBYlstdqnKMMgWzNNqNtEWUrXbHFalYxIz2apBpwiRJPtixVgQ4U+ghwknaMRQuulou1nNj19X/LWvWr32Otx+CkIkJYwlyqo05tNldVTts8cYsC3qdpf0pN7dvOXWTrPZZG/uvQ+C0Ymlg+sTqnf+ldWa0TBHn4EOhW1gQRcjIApqBOwK8X3gPbCpg4V7JUX+AMowSUGS6RiBJgVFgfEB82y8YJ0Cq0n7Z55lTUTHQjCI6mw+ZEd5njcbTVdC8GyhZafTbcQ7cbiOW7zoR1I1IITcEDPXXcAW5qKXFqBUvmjcGXMEYjjQ/XQCl9TIDfDJvTjbbrMYnONFhKDUDQgrhahFGSmFOYZUfLcsxXB1n0NDUI3ylQlaqEXNaJZFa1LmCmF0Igp/mP0cUhPGp6zMeNH9i7tIgodgmoJhkpHJl44yWjn+sXna3kAXHr+A/Tcl/FWjwGwOBmjaioHk+QzLjvFlrwYR6dmqkvKClBzIQnAWjC3ekAsWbdms+EzMBMcYQYwc+CG0QDoIgnah3cTjzK8GinC8UNPii68vLaLZoK/si+sX3/7Gb/3W132O/y/tVyo/Sw2UGrhSNLD/f/KVwk/JR6mBJ7gGCNA5I/iL0+hN5lOJvcOGyWGeXVyfnT472u1Vx+NWPgUKe6zpqOA1HRbz173udZ9dL5D90Ad+75//zFtf/eLnjotpq7u6s7nNnLqO12JXIIWTsqACvCHwfLjuhuuJ/HLx0uaFs+cnezsNT0ky6H7MozItCjAS4ALIgBnxLl5c6nbaLf05jl834IAvcgAz7TZ4RrggIIoXGTzFi4UA4IjxY+q4ung48fIjD1dOP8RRUAVBgXoDD2ECYAIx3EvgiVTAtsoYi4JIlASlaWQEMe3Nq6N641w+6dUzZqAbxCyaj1fqbC0QwWJAjMVWnm/KiQHZNGfbQK2YZONRZzaoFSPCHsqR2FgzwKLAQ+QxrBAwKMNhBcGB9ZRgSYEg80Re5S0ujsqFnTG+KXQBYEk0BwhFJCg5mQ9uEzUh/DWH6kcPNUbD81/4guz4DdNG1q/WRuDJBA+d+3e9YFip7QZ8I8QTPaJrvN5gbKJYOvvU501ufPo8a43mbJzGKtN+k/Obb7lJJxdDJIHO5ACXFhdjYANmnH2Pe/Fg9ITMBsdwaX/Qm6L5eLCXKAfec0TAXJAD7oHWcd+nn+h0Xtx42psbo+lfR0LBIWlgfGjFhTSUw9M9LhQgjKUwtVjQYBGDCyZUDpYHjadpehJo15TgjBuagyCJ2IjiZVgTQIc0Wk92nc9yK5/JrLAHUnKMu8iKvFAS5ep4NeFJp2lhx/ulws3FNjRiwvaT3KJ2urUfbZc2FSgeo0A0H82ZaY48yYB6VjilYYTwpWZFSNPCrGjb8wZYS2FQxTtqg7obS/hy2Cc0EMIE8qZOdGL0ILa1VVGcwprup1f0G4+24wALTiil+li34s2f95SuplMBjlCwIzhDg10f5ErP9xjUibYludtvhwc7AMM/LkVKd1RnEWD/vvwsNVBq4CrTQLkCcJV1WMnu1a6Bne1tJr9FquMmv9LjcbY9bFy83N9Yn955194cF3zC8DMhDLieNHvDcX84/fpvfsNnn2Y7ferk237mTZ/+xL8HKjAbDk4eDYYEww/nCoK681MeaAFcUpkPe4O1o9fuDou90eTEAyeK3jYn3OLUAfoHLOF6DTrRAvCH3l/6huF0SKssL3WWOtm4yIkJM+ao31kBwADSABUCHCSYtcCTbOUl+AsQgV0E/NPtgpijtfrGxdq992+EgVPF5YhNvBWOggXxULhexfeoKZZhyQEncPh28hu62A7Egd9jJn3Ausj8SKt+Q2uJvcq4UbETgBWHblM7h3CnAE5EWJtNDzWqI6Z9mX7HF8WmMQIQAtimNhSNB6BagNzhYDAe5wBePEUCKYO3WH6ZjEYzVgNYnRGsok8XbYCVQm32wgYQ1QZIF8LiaLWxfv7LX7F023OQa5eDkN1SgHTiO1oWJdaqQ5pWNQAxtISQBN4HL2JdwNd078VfdsPtn3jg0qU5BlGzQhDY+Whau+Ouu5a7XbiGPQA/kBAcG+qNvrV/AqFDOXUcTUb3iRu9NSNxEAm8mQ5X8K9ZEmhc6SgpS/YCRIWRQHmspiAbWkNpgkbeeJcfH8MocZOHxh4eZ7zCo99xFDP32ACKLbCkDZaDaCuguawknhNH5lNCO4D+gSDDIyrCrbyrKHOZxtZjSX5RsBwJhPlg8zGhpIhJ5agn2BSBQG2C4lrBeF5BBQWSCA8So06iCtK1L6M136WZLpO9VCp1SKeqEgSHVIs/U/BbQ2fIHPYejFolBgE16/MJ+9XrkzEubXz7bV6hYS5sHp4ZxotmFm2rC0bIvnwhKW+U41tiljQQjDQJ2WU0p1teaBzdhATBoGzLaBTkE46UYsEEOT6qCzYIM8r206mDgca4o8RnLquViwCf0Ud5V2rgatNAfMWvNqZLfksNXL0a2N0mlEpnPl1tt9aGo2xnr/7QI7uPnBxcWM8JAD+rdHSu5gTgca2fT0fjyau/4dt/6Id++LPIe/edd3zv677iUx/9XfxdxuPGtpO0OofgbU8tQYvoQxQqJCBrNu8Bo8f5mVOndzcvTvLBcDQUEsREL6HanY2mHphSQJD+i6jhDHNgbWmpQ3iXWobbPZs7wTasAOA3EgBFFxwqRIMAE1J5D4gFMOG4V534a9PWhcuDy5u4/jcmk/puD38TmmXOORxEFtPEuqxgx3heEVs3W1oXtATQ7M0mvQqrJzP9SWoVrYK5TkhbmC9gK5qZzVuD0dq06MzHnWptpZFxrFqDDZ/Ml3t2MbhdweRTjYSAjUaBOTPRuwZLiULisZCNtY52q40hUjA53wBxUScmYp2phkcQki+KO3kN4NI/qnnz06fPfC4rCn3sBuAcogiosMUMVANAVdMBs2gnXKuoDlyF9njO5oui3+jt7Lz8y6+/7jiH84LsxvmYLRvTzIUAFG3dKZsj0oZpzC/XJ3QuSRfE5d+LJDEhfAaoo56dAr+BvB0OsSBkoQDCoHbVA4NgdzoEDI91RLaePA3MQA4MCJ8ekasdxhXoF7Z0ZGNUEIWp1WwQuJUNDXZqHOSMowttxsuSiVUo8ZKCAgk6BcS2F2heQJ/EsHX4070LPTqmGJQwL3xHHpmgIVcaYJD969iPjdhuwulmiAWSRfNow/PahMwsbqBTLB7I2LwC2it8aFBxw63Ki+8Ld5g0DuRHX2mE84w9QctWV9kKwQVJOMT4YP1ISU12jEQ3wI2DjlUAh56jz3aoJZ14wEZijEE8NScT2MV8l/Gf4t7Bk14aMXKfvp3oP+SQTf4pKDcSginHgtS90gNC25oMaFqk9EVW8GuGNUmjUQsEhQWRxVOkkl4uAiw0UX6UGrjaNFCuAFxtPVbye5Vr4NDhQ5tbldHehJNWT5wa4dLx6ZM9PM8HBQCMGfomWJKgn3v9ab/PFtv6t77mtZ9l+n93Z+eHv+tbmvzwM0dbaWz1qp2Dh/L+KXxtOPyLyUhmSPmJB5cYF565U2ZEccieFGdPnto8fy4isZMKGhCmgmUoCOBhAlM0wxSlyIkZzXq37faA4WA8yovhaHzhQms+HQAywMYB26ggdhB44LQAK8IYu8oyOF+DgBrNUw8V/+Fje5O8vot0e6MRUXAazU53pTLazQOXG7UHmIw/UoAlkAo6AQLhfU5CHvOeK63moFo9NxxUpmNOMs4pjzMRx+t6Uux0xMkAuDmB+Ge1lVllXG+uT6bbYzZTcygCjlUTGojANiFtQCHWN/CnwT8EBAmwxdfdeWL5ZTfvbEQYIq4aPtw0InQKBA3KZPu0c60CJJcGoFHlDLXrn9I6dHTSaOSgMDyqMAA0p9ANeExtxBtExFhUDK3xyT265pTe6oTgkedPjuCVKthr02lnWIyabSf9Kea0N/3B2ov8gLyd1kbJ3HMlquku8Jtz2unGNilGtFV93OkmGUdAVj1QM+gbLxUMR+iRGviYQgBt4SSsAVJFoDxo1cgtbi0qg1u03SQOqzPaYfM4ipCp1TTupR1qS4iO5ryBpmsoyWQ0j2pSTAMmlRR9WsNMtK85mswUZeOybGBvS4Dn1YXFeay7HzxGHYUCysKydl1UEa9rTcAiu9cRGTKSi5aQBhVFnUiEto0JlSWfrkii7Vj9CD3yDWCZShbA/UiH/aQigmS0Gt8OSdg4BXkGejPkFTwYM9NlCfpRTaW2ohH3w5DlPRnaAMFV9I0WGM9R01p8dWPdBoG1ASiZyIWuaEsKkWI7LljZI5Agx6JcqgOKiONnqMWi0QiVKU7J/cJWqJaLAKqhvEoNXIUaSBMIVyHjJculBq5ODeB2/6l7R6dO9T/+8Y08n991T380bA+GbaLYt7pH87wyGMwItNgfGGXxLf/kba961av+PEFB/7/xyz8P2pnMapwUNizqg3x+8eSpbrvDHCSuz/FzLkhgihlqRHFxwg/n46LY2dzCDymrNpZb3YMrq21i4Ggl8Bs/48efFkUwAf6YsAQ6M6FL1JTBgN3FBNisnniktbVHlHcRAqApkJ9YJibzRRPitfBrZ8IaCMjqRm+v+Yk7eyPi+ORClZy4g5Pq2qHrXnDbjVmrxrldHTyQRE4BaVhegGiFHRHTvseSzQtchdiKWqusz2cXhsM9xG7g3k+ApKItftHJCHtir1LdYVEAE6SYAKgA9vgr4QU1c94VogoHrsYrRAcKlMGbn+DbFgAV9I+RgPRAcZAgqynMP3OcFaDVFtgnQJAgFRKYSB+LpAOfQeTDYvvAATTCHg/9hWwL+wsLSOZ42ZQIU4DGHWlkyAUleAYVsv970K8dv7bdG1AEwVu7g8HScjaZjVmooXFm/CGA4lnSQFtyD7kgknoNJrnSmLENydO2yqQFTAZ4tsEolbqcAgEYTWWQ4KPCdD+dDvT05RqNXcOLxQHCy/peb7YazPc3W82MVxtz1lo1XP9RF+IA/uErbZ4WjDKY4NSmYY2uxcxTCbzTKIrgssf3GbeUlxUt4xpDDIgoYNKjMnNHPXiP0hw3zCfPMQajTYwg6icVWytGSuIARy3IukNcBtWSFk1cwYqQXFuC7pFzli3gIyyRpDF70ZZwkKFg9EUIkwi5YINVpI2UXvaBYwaBeHMkSDXe/a75FByblkQKmZMp4apYqCq1KZMSCQ0Fed5kJtJSQqJjraSdaM2KtCX0l5c0eKImlfgvgO5xZUOuLaK25FeWvLNZXzYVaikXAdRJeZUauPo0sP+f3dXHeclxqYGrUgPPe/7zmwe+6cLF2fpG/uAjALn2Xq81HnfHk0ZvUOz2x1u7OOW4rfJrvv713/7tb/gsQp585MS/+YW3sZOQ2Ji4/ewOGiMPw8rYy+rGzelkCYcMfsSZ5wwk56G6XO6GHOc7OwSY4RCwrEWsmUY3IxCOZ0Pxuw5cClQaP/9uFmww/Q9S2Nsb9QY5eIH/NbJG+9x6pZ/jdwEoAuWIh7AhIM99W+cdDJo6G4Y1LHTqWTlxMj99Bmf75qCogG7H02q3s/QVL/nC++65hxPFmF4Wwrn4ANBm26wQA+1w9Cy6YEvsEJ8K7AFn8Svg+kMry2tZdjTLnr68diDTWQY4worHYDzBdLqUT3dm9XPzyqlRr4KVAxpl3hpTBNTivLUyIKZ3Yhv4Bvgxxz8pigkK5Al8xAnKCMXhvfgPAe6aWbNtrE4niWkO7Mv8qSVRsLgNxXD8QGVpRQ0Awho6g9BgmBqclcwCDHPECTjF+wIxkiSYYqLXeWGmZg8eBFrTJifpdsCVHGm20+sD/WkojDIPdhaXiZjB58A15BHGaYwoj04jgZa5hT9kjXJWwZyJbg2gSHdTDITq9g8YEAcjKMKo/chi5zbBgaDnBhGgrCxAQJKkivaJC8QHQ4cVFqox3rQcWPKhJEVrmoHIDmeI7/KBIJOibjMJEbyRpr1iBVNJSY/eMCJhCFWnP8h6hQR8xB1aTrlQiCRS0419AK8WDxUhIWjdQaDbFnSiOYWNhuXNNJqzNb2SQpfmW4ThLXtx6ZFEoWBw/0uD/ikXvWBvxq2dG1UVido2RJJmqPttHD1M4etxl8C/5VMLZtoh8kJNh2lYH4nnKBWVQihKhrCoQm0wCMN3SOFDTfJt/z0K5VM7ULS4l4yRH5Jr1Eer9o5+UEHEuqk4N7AZvLkT4MdOnjwpifIqNVBq4OrRgD8d5VVqoNTAX6YG3v3bv3n2UnOQt4ejBue8soeViX8izezs9EYjZuf9Hf+pn3n729/+js/C1d7uzo/9/b9luBoQhGdoeTguAPXQ2hozlkeOHXrqLcd5NM4hE9gFTuS6juQG0DcuCj/eIBFnextM21fbTeJqAnf8+fc9UINrAoEuxxPn/kejAjgkIHbmb/bH/7Hj6WJFje2wFDcojbWFFc5mzqp4WlOQuD6Dcf3c+fkdd+7MZu3RuMFiBdlwfvymm4frZ0egmqiBZwQwEYgfE56eRQtQw5mDCXmymE/XZZ5twM15r5hu9gc4PuEyNcvHOP+wwnC5mF4aFz13A9SLVndUb56dVDYrjWE14/zfiluiQzqmcMGr4a4CZsJSgm3BKIi2Wc3A3s7yOolNOKAE+wz56eoCKBcKzJET5TQB7wBz7iINiWazg0egjANNQY9QBkrCp1AKbbEGoetFACehsOaB+uLeIExEBPVkXv9d3uh1OxyOxhIASyCT0ZS1hVExzrFZmtozzKxzfgL2zhStK42uNnRoai6AJO2GYZC2DdBOYOiAc8ETrARgFC8Cie1wOpGDCYT+3MKLf0os8uUFFHYzAF5b2HwoAOiP0xTaQFl0KBAWpcGNFke1NgZi60GEXxbKEG5H2/qWkGjjqCL1tMNJrcRo950usX+43bde7DkuMamjE6YhkKbnkSKNOsiQHZfM215YAW5loH4UC8idFE9CjFNGKiLGeFBYkTYVrMIXhnv1phUhpE4dFr+akovWLGExWEpA36bUbsgIftfsE+ZbbJ89W1ZSZIgYP/i80X0pV2pmBcMu2GgFYMJbPdi0WMi3KB+EKO5g4h/dh8+UzdnpoTQJpmzL8oBy5dhvt+XIV+BgIBKl7OJVlN1/N80MaaSPRcs8lDsBQiflW6mBq0kD+//lXE08l7yWGri6NfCKr3nN9qC+PWrilDME3DkxXcWjm2NJ8flg4v+Xf/Xffva5f+T/+Ec/urm5SUR7fvSBD/0xOH7OzPylza2DRw/ceusXHDl8gHnOgwcOOAE8x0M9A03xI+9vvRDX7z6gjh9+I3zMOc9L3MfPPxQtFpAQ4kAVItAPB4Sz1DTIByB2QcD2Rvc/3F4hKP+gqOaFaA2kA0BgI60u9UTonzQ53ODCRmO3nz14YvfC+nyr1+oVnhvA9P/Rw9d+yYue++DJc6xdMLvNwWA4tQBzwCwCREkxUyvoT2TFcoFpwEyQX3WeXr97wuz3KpVRtXJhMjszru1U2SHA/ofq5XmdcJtGPZ23mJpnGzKsydtjLpArplNANYId1QCzyysdSqGKFuXRF2Ga4gwAwC7Ng7rdC9vMWBxAM4HZAj2Jp0BYuP4H9CNykUYBKvQlxOYlHhTrsw0BOOcLHyX2F7MroWhOJ9onoLdGC33kx67p0jYjg9ONwc+ASGLZYAz0B4O9wZ6HBrRqU/ZrT43NT5P7k/YGv+fYs9QO/QtXXKFMGodFdBvwVwwYOVS2+zGyxMuUFROqKa4AhQwIkDCFRfVoBouRGX/CuWJGCpFZ/3GBxf232JXNRrvDhgDQPws1McMNa2m8OMihazP6rCOrKY41U+1d0uGCNwYfu4gJI6oA9Fx43kTny7SalaTqkn00Kx7W3GD4sPWYIcyId6eDErmHRCRrB1neygqXHgOJy5ktowpYQWBe0RDVF5cVbDeuoKB5IFWvRA6K3NtGumwsmuTTRQz5TS9yFlUsgAkQRoIVFS5KJVJ03aM8PyqCNNVCXNCBhxDI50f5wVTwqx1y2WpUokDUVUarOCYwb6xHWeoqOyYE9OXCzkpdE8ZBJEUbSbOQTc1Bs1wEQDHlVWrg6tJAaQBcXf1VcvtE0MDLvvzl/PjiFzOtZrOsuTsk2s+syIlDP/+pn/nZt/7UT38Wv/9H5b/7jk8IJglZP5+MgJP1bG9EHBlmiFtZu3PttUeg/7znfxGztMyot9pdEDk/9Jws5ZQxAV7m4MuY+AQlixPEpiIAAUU8B1YABTwKNUA1EdtEmALgwgfmzk8cvOeB2vreSr/IRoTdRyjA37zFftparcOqw3a/e3m7eten8tvvHO/1s02ciHozTIlu+9AxzjUrRhcvb9MARwG0Wh02Aiy1dCgHEwpOwMyBZJk71hIAusBfYK92E+8Tdqty1qzQdW9WOVXMz01r67PqxVntzLSy11nu1eucpCWw4qxixAMfBvRHIKEsUEfIA/wHXtMckMggnk5mB4rCgmG1BB8gYgSJqCNqOywBgVm70GFDkOfsrTBQ2wnDCRA8P3QYTKVnDjQx6jRihN004o0Hf9GAMAzESndVpnmlPsZdCOcceYBM1iQ21OzMueGklhHCVJgWPjS0yU7uyWQ06O9wvDP9Pq64OMHYiYlhJ2whTMuLTqMvYwkiqU4UGD1LlVCjcoI5EWSRLEc8sWcjLiSAIP0QloCDxul/N/t6ri76M8Q+yyuAbYrpTzWrsKLF5gvxrb01qxFfKbGE5kIPCBPEoy9VJx2xQNKmw5LI1U9WovRO0czDgctVouDGN1pTv3xAzb4J9fKcEC96QHQYhBSvuSaBq1vs7KC4pa3jRxphDuiUQEd5Y39ZLEpS0AajOZvmSqXTfbAaKcFfkJV70lFrXImCJFNlVRqvMDnoHZJhgW+y3ywuv152THAbCxRSsxw0+J56BUNK6q2vJCwd7mCUWwvFP5/4l9JE/lGCTPqIZqI2xPlc2D3w7UqN4whatmBHBNWknyDOmxylez7KRYB9tZSfpQauDg2UUYCujn4quXwiaeCrv+Zrzp4782s/979tro/+1nf/D9ddd/3Zs2evv/76L/uyl32WgD//iQZ+8Z/9VGcp47xbXHsG4zZz0mN8QkaT62+66dprj/3HP779+LGjeKtcuLjRrbeBcLiMiNniZ5yVAaaocRsRV+upwnoAs7zMrQMI8KEREgCFwKTcgPXMSFjKiWthDb/7gtp5573/fvTs5+TPfHrzums5cHjEjgIB5Gy622+evdDD+Pj4XcNTpyu9Xsb23yGWylyPDGDztTdcX2yt62UP6qg3Dhw+PBv1eWEO6XIhNoIHJnW5SYgpNYoE8735LJ+AnCuXp9zPd6bVvfHMGEG1+rheb7e7Bu4xyAyeLcJLps/xUlLCeKENca7TsjQkhLHsbIo/e384IUIqpsjAE9g8pjdOkDU+i8rCrWU4CpaFY2I1yagwHkHA3ZU5Dk6tojGuT4n2TnnohjpdHgEQByJDJNEdUjJJTUVWUFAqjFKC5SDWHC6tDwj7c+nSkMN/xfXAwSm+QfUx89l1oiEV2XzWnXfJ4tyEyoStB5yGLPLH2EsS0SjMJQMAxfmSSad+aRzuAYJJ+oCG1CWTquqCGyG4L8EiMkBbSM3GDqwQxoBQWnpO5KPYelNPtEqVAyIwMzlsi1oICUliiWIqQBhLh77QCFPftAazjCnVCMBHT9zauCtA8klDgmSeA7ajSnpNZfkXn4FYvRO5UjSqCWm5kX70ijpBeZp7fiCzhgqtLtQEZ7JAIeSiJv/SR3qUkM+LZqLpR5u0hagUbdOiBfmH0qzBF8Ru5sFDAaKk3c8z7cGyRW2OkaUGHCpWJR3ePImD3Gg7avh9iB4M0pBJbJEXXelT+kpGA5BKnNuHSE5NDr7DvosGYIME/ugl7lnDcRJAUlwS9lZ1q7HEZdRLqrUh6sJjVIiWqBeLAOXBwKHD8q3UwNWhgdIAuDr6qeTyiaSBtbW1/8/f+a4XvOCFhw4fft7znv84RCP+T8DFWT6dBHrQqx8HFUBHPhx+9MN/cs11R3cGw8vnLo7GnLk7BXFTnqlrJnH9ca8C0pntFpIZANLfdM8CAymIlES6TJrqfcykODhS8Od8oNgAbgUU1OcD94zqobs+Pvz0Q+s3Xz95ylOzpSVD3p8/ny+t1E+fq545PdnZrg3688EAAwQKTdxCMnYfN9tHV7L3feB2QASHdLXbHeiyRXmPQ4w5iICJciCJ0Ej3FfGI2MMP/gHmhrP5ufl8s1rnAOCdamNIfFLwTavLqQR4psCu+Am9ENBIl/0Gc/miFiuLXFEIEpjAFHYYPaCe1aVlhOSMZATTuX4+aeJOUmmGuKAvjAvwklLj+I5nvloSKLsRF54DTtU6y9lsyjFP9cK5crhmg0ZMPoNo6YAZM9lIHPoDnSOTmJRn2DpYafamrDZgbIF+J5NBDwBd5SS4SssOwBQiaCV+NRgCSDFu1wbEOMWTqzpmGr1Xm7UJ1YPYIjoXIOCfeyFodC5N2Fup7wSAgZhNEJlSjO7mEnYHQ6H7wII6UaFNYDNbxyVDz0grCKAmDzHgKAJDE1XZDjAluhODxCBFKBcfHhUt/hWHxkc0QMMokytZVqbBiroUVqJt23CwqVehb8LaqAsR5NDsuDWBMsG1GoMzG9VYoBKdphWGj1zGSoAWnwc6qKRgkoIaMO5UDlMsqKdBl1qyDf54j/bIpwXegroZvLSYLB01eKeARRhpDl7vTQkJ0yNpyMfID6rUjNb55BUkQ1h6RQGwWUgMDaAb7ywS9lvSBJSjfRqj+xk9iLKvTlUQxR0I0gopEJqWGDqOlcRiVJY7Wgx55DqKeWODZMaz5aVpfig7eKaIZVgE+IEf+EdmllepgVIDV7wGSgPgiu+iksEnogawAb7iFa983JJtb28DEzlJ12iT7O91NlcfAn6zNy5exmti/fI2k967u7v4a+hgj3MGE/1gKaLaA7MEyuEqAAdAAH/ZhRTx8w/8ErHxIy8C0AOd3cVsSMWXJfEbWEAMFiirUu10upP+DX/8x6cfeGi0ujZf7oD4J9t77g3e260VBbYF08KVZlMfJyAZsPX5L37ew5/4WD4tOAfXTa/FKO9Vs8a8KDgZDCSBd09M1Ap4YEK0hF2B6wmZWaNGLMzzo/y2Q4emowKMr3XT6s7a3QwMC85DDMP6A/wEJWw5oJZQGTwvPPJYA1gnvg1qwbkGvI3/EVPVu9t9zCBBOoBYaChE0j1bwIOxIJwFrAF8uKCEggTNLsI4wczM+KlTRT5Zzer9pRmw2KhK7j0OXMreWE6mRTpm7EXzYeWEsDDVnU27tfo2oo4GrXzY7vVGPU6BaCzNKpvYZ3QEjTnfDypkOzLtEXCoxaYOmIdNpRrWWVthGzOn4KJtbByMOEAfVelNtUlVuOUjdTQ5SrXAcGJMe1RoitAJb1qa+pTHeAPkM9WPlFKVI92PWIfh0Aor0AonJ6BSg566j5yAsOpdCV1qEPEK7vkM0Bk04CGWntK4onUJ0wR6FevKDtXVOoYWQzfdowmJma0M9gGOW+LtSKMKWUqTsrmnHUj5LfB4avgKbqQBa3qHCZuTzSDPZMiKFKJxGUjPfJptCwqQHhbFNCbUlWVpjTrB5YJO5KIMv23y7cJW8BitLCC7kttBkWar9ruNQFblSVWOUDWdwN59jHNZolZcqo7C5qoBm/EDcdWkDfocfErROokJZQ+jCNbkwSxbj0/f4l/o3RpxhTUCvXg2nyrsBCgXAUIV5VupgatAA6UBcBV0UsliqYH/RAMPPPBpJpiZ0ff8q0YXoAqWBsiAnAJc4FlebF/eBB6sdjp5PvQ3219+3H6qxswUBlhQvAI4C5zgPWfrYkWIqdIvus1yBi1ZoElwNvPaQKXIpEAQEVKKSA4sHyNS0N7OeDTpAQWJTCoEBS7Tju4fNOSxQ+Bh5rEvPfLgAw8+QlR5djHgXZIxh14MB7uDQK2cWEZhcSRt0BbgNbzM3VSKa09/VkeC5U7zNOC3WcdjKK+1ZlmX9Qx2HiicixiepmzYnlodAybATqPgODAOiqW9GpulAdGmjNkHPKm1W9lwUBR5kWUN7CoALDA4xU4F1wOrtFrYEMz5zKExMBRT3qE/9YOeOa4XJHTioerlzWl2qDLr1GNzgUCfdDbKhj8SulNpEKEzXHoB6YLxZn0OOZiwGDOuc8La7mZ9c4sTjuvVrI36alONkbRNl1sqiuSiD6nu9DyWx5j1BJYPWPPAviEsUosmjEPEggKGIAAd3yAbFd3xLjZnRzRrF2BDLriMdFIpzOhYLHc4bCzABzAbMWmaUcd4E3kG+LQI/zBLkFT3LwjjZsOBc0Yo4okxw+BpuF2docXgYRRgJ9hqFIjqIt3UUAKb9BFyCeq5tEGiAvSpl25pLZA9LVuZEWO/LvBwDJ006KnMn4fTNQy1Y1gsSulf5KgSh8dSDDJbCeKqNsHuMBRkTzxtjqIyfuzC/T8f4zKToqmYg0RzJGoEb5b38vtgJ9gc/zSMvCRhCYV4TD1yw/nKLkD1USqZW3z9oz0m8l3X4PK7lYjBhXzCg63wFbSAPSh7aJX2IJi4dc2FklqXallt8UZ9P9I/S9MY1bEDSdu/QmWLB8qbRYvlIsC+fsrPUgNXugZKA+BK76GSv1IDf1YDl9cvCQ3YADrRLxvoOByNEqzgx54ZQHDOcisbc5QVc+RMEYOQ3FUJJbECEJL4/IAAEgRkoAOzzPM9fswFXkJBJ3H1oY84mKSIJp3XjeKLelZst9vFYNxdaXeLA543C2KAOFPC1UrO6VnMw08mvdyYR1R/4P6HdE8n9o0tTofDyWiEz46zy27bJVEMJoTCQwmQBErBlqBJNsiShz/RZm2+ROjTapOzfucEOGLSu1ppszkVu4itqOMxxgDxetyCqo91g3N8gaHw08yIYOPJVoAiMD3sGcQGQ4JNyh0iodbmWX3MaVuAIJyRsobz9QQRBcVCgX0UzSYMCKxEknNwLQ+xqsDe6mZ/t3PixGy1u7TGCWJ1DDLUS33kQpo6BER36lVYBxGRt9CNZwyh5vZebXt7fOddFx54eNafZJvnzkuaFYwam38RZM60Ovwbm9+5a8Juqiv0jE5ZiWhhKQhs8abC+ckGtFIcIAI3XujaK8AfVU0EWAIbY3EghGJziJ4kJJIrCo9cGYwbNk1TiT5MMJRk8aMnCRtgSVI2C1dS5wn7hJKUQvkuu2j1RILhg3RHozk6ggEGJ1gj6IOXQBQ90bZKwuRAZdyqsJDDDvDBTiBB/CtpED3Goyws8lF7qgM1asNPBArCNGJQhKHLupCtaLrQL8psA3CoQcLto1qSDm0sNIh0wVqwk7iNQUsptUxbtph4jZv0RA7fNcqonygYDUZhazkSeFfFEvKD74/CICLcq1Sl5iKNG0w4e8qhuBAwBhS58qcUYWyg5DBc5NG9KNLznYqUgyVvQlSU5JhVCppSRr7vi5ahIXfWN5+XQy/ZOaZLolL5hXIRQA2VV6mBq0ADfIHLq9RAqYGrTwMBJRrzxpKxF+v1EU404GhwIkdszcZMfi+tLHWXupzOim+/GAlEL84DNDLxahAXDANADXAjYIvYJv26U1KY7k88l24G4oh44B4qURJU4KeVsCicPKwu4wJfbbXajU4bnxoO1CKuJggwog4BrGmYSV9anGMSTMd5AbYV8gP++Def4E+CVwktkyRqdjLS6VadfGwfm6WBGUA2bHMQbaXZmuA2ZEga/HnY8ApoJwhSx/O6mk0KcqYCSwooB/TJTYBvnKZAOJwWi/MRU+REFK12uxnHbOnpU692lqicURiMgxacjg1oSdB9rBh0xqUunRDVd5xKiM8aCTkopJ11PvC+rcuXO3u9+u5edTisEQh1XiHykviq1QLPCVWRhcUMXFL01Fd72BfN7e3q5mZlr1/d2Kr02URcYT+xRgshNYsCLxVchwgb6lQ+WkVPi67AG4i1FfgM/28PX0BsNjIbWqmIYxXA1vDrpLwIzY7kxk6OGwG3momupIBKj/GBdWRP4HkDAHdEsDFB2wVIKqynv0N8jQTsDJXiiIBSgEu6zyJoasKmZrZMhA0a6yjUZoOA60qeIABzIt402Oh9njQoJBY0oKOByhgIsCkHCoEaY+yZE4OTwjGXb6shpaOGHEpJywtusDI0AiRGHt1mz1keVq0VCyA8xKVSJG8uZWwqWOI22liQV/WgbdVoqai0EMfaEoiS8iIHckQhaXMpVnqHiEp0cKXLpYn4vlk21Jn4oPkQWW5kZV/+YDo4Qya+aDyH/cUXXnObDiU1jF74hGdLQFYafs1pHoKMxrARTJd+ahLpSAj5TICduFIVbhfPJrII8M5fj9zyrdRAqYErWgOlAXBFd0/JXKmBP08DI07hqnczjmKtN4HETsATFh5vepA1hwO3snxeGeVi1gQ5QLqAHX7G+a1O+CLmxPnFB5WIQbgCDNggP/JegQAEdjGVCCwGCaa6QoYonfBNFDYlXgEQFtOZCYVBUbLihsBCRe4BVxy7y1S7SNaJbpGPsV6wbGBEzAP+CLcTiYqwAYKCE31lmmvdZSb4xWYCdDbm1rN2NqxVe3jD5yPgJsWBmdSjlQR2Ba1uCMUYwGTAXV7zAscVXJLGTGzrDzPVsR1G2E+RF/AKz8BVzZPZDO8gYpSC8mAN6M/BybxrQvHm1C0GFesu1csXO3ffne8N2IvcZfVlOMBxqE6AVmVnEnzWrMyaeMSAssWMArTGfIIDUvPMyeqDn658+v7x+QsYQo3dwdyorqEwdIntBjbj0F1ObCYiEH2GLYFSOQKaKVoXWtzrHYaNk+oVdlNoxeH4PqeA5grYF7At1nfKl05N7jpODUMmgCaJAlD7lHJUC1XY4+FdFscg2zUJOqaxhDZTzH77QULRw6o2jASKOw8Pq7SjvZTaAHsiOu+w6KAim9HpAWsKjLpN1LEH3lJr2FcsZGEFMVXPR4woP6zhUKWsPcOjfyTRkLYM/ZoYE6WTxLEP2H5RWlGjGcnQbKpAfy6AcXwDrB1YGksn2AlhLEoV/9QWtwgaUJx32+OPtpMAFqVJi6FfhKWK7dq+9WWaT4mEAcZ9dIdp8bIETEjOPpe4LSSKaFrJ4dFCXIx8hkB8121JS5WRGiMgijik+V8jpAwqdqmXrPkhbRrwMosxw59Lef79p5csJTHIUYZ55RffUR4M/J+qqXwuNXAFaqB0AboCO6VkqdTA/4sGnvHMZ1VrrXptCb91/CP47ecsJzBFjktQrQE2xWt9/dImjjctsK44SBDjTC/T8CCiAAvxa84vevzo89udEJAFKR2/9IEDEuQAByxKMp28gAILPEBZEAsEvIn5TFEApUVc1haUADoKp1op123iY8N8MiE2A7It6gntKO+uY3lhlyuMCEfSpDtEWo1sQojJan2502LnsH4nAhuxCSCHVQMwIpbFcpZx2lhk0NA4cRXyiG9nnIRQbRQjJtM5tAD079Q4BJht5ySrvDruDQbALzCNyF4PHl2IOPQATjAV0IKihSAyiyZVB9PwLCaAUFlnaH74Q5evO37Tc56Jo1Exydg+W+OUg0qTWExApQLgDhJm+t8FBFPYd5E99MD4xEPzcxfmj5yZbexVekWxx6Q5fGFsAN+dMXZnLxwB65lyZ993fTrRHUqzCF8mAvBP2YOLwdBsNRkVTHNjyxCIBzjNygkxYuXTmD1uDUDlAED9QcLDCgMHLaBMLA5m8w0VZQwoYbjScjObcQAatdALYwlh4U2rSOccEyHpCBLwwpGjTehNS7BNUoBXSVmOiXghKyODNSArcZAAF5S0iSBuN4XAVNSMQL1aOyS6bVsbhTTyFIPd0N7EE65QVeyieMAcQMFsfbd5u1NJYlSSQL+G1UEZrCCoyWIMXtWcLkpDliHGzHjSAu8S8IpPhz9lfaRk3MkXVzBkgjfkBEcOatPsVggECdUR/xLPUV7pqbkwlpDO+pg8JDzmIhF7OdrTLEnFMHhpIXEFt1SF/2jNmigBKdEw91Fx/1POLOCaYJouQCI0m2SyFJfbu+k11WTh+OebiuMpGg2Bo8Af/dGHPveIxlApr1IDpQb+8jVQGgB/+TovWyw18PlqgN/grL4ydkMmHuIgZLypmfRv4KQhqpzN9nb3+EEHE4+rhLcHyhIGJyEyoIUIH5jgT3cgFCAZd/yah5+MGEGgwm+7mCzQjb/zzvCCOoBS/OKHczKkBHPUNdFUKQY4TAIKM2gMlEs6NoBUOOSV6foaripwD7wzLouhSaM2qIX0wI9aC7QHbgXpgEzCXQQcCHxyZpjzb5n/B3PDKWCY07DYbSpi56Au4UsVHBzaEBCikAXkAfJXiPXJWcSg48kKkYeoXGvu9tk1gCdSbTvvw7/z1+EpxTm7YONmvQFAZs0ikJmKCpFVEoE7iamkxoSYmmIA5WF/6d3vPt9u33z9tYennR7uQxw31uWUAKIUcfTbPBeDoRQOKJs1d9ZrW+v1Ew8NH354MhiB4LBhKtsFIYOI34pmqrj7g9A4kkCcVp13OcCBzpxXcVTqVmbF3BHAaoXgrVLv1Gs4K3E4F+aN1hM7kxuxH5q1B8YGvUEMJVRsf8GEs8fREYJSVlvcTEB4HzY/0GnIR223MmgL6ZxjB8uM2olhoEeUfRo2gD0YY4sOEcDKgOPHVqC+byrxqaMXq1R2losbIVfI5zAIlBm4VeZC12l8BrKkUjIeHB8UcDRA3Uo8uebh6Da4k/4uAUxJgwylHJy+U5Bny3NpPpIcVi2PjhQpO7apwh/6sd+9hL9cQSGRkIqCST4Vj4fUQpS0tC2mSx1KLAaRdLyNrrBYsGSiN3AbnEVxBZQSVCxoj/Cu6mEv6CcFhxZMsLAWpspO4mvymcEVbYV1JqMUJyPMthj79JQtLbqaW4tHJ/lhliqiIm+xZkCSQyAImwyTP/6j3/XSl/4XnGoiV+VVaqDUwF+uBkoD4C9X32VrpQb+IjTAAQLdzsr27hY/8cyti+0DXuNKzrQtk+v4SbAUEDN6zMXqfQ8c4kde72d+vX3Bhz/0ccOPutgHEABc4I5s8IHQwSiTQAEwnB4jgYSszM88yIMMKPgWsMT0uELEiDATyEHQxplcsRkA4AfFpayxmxdAP9Ab7LlXNTgBZgBjueBEqyVQJoiu2TC6Dwcd6AgkkCHaj2aC0CUiFLFbF0KUFMeIaAxOTwEAqlgTnxvnNgN6ulRilE/k5W6l3QFT4Y6EYwysYQKJZ5NpAb7BVR+ixJAhBr7zyOIbLlGmrkoVtuSSnlCPuAkZ7Y7a+nrjX/7Kgy/7smuf9/ylw4cr42HO8cQYC+3VLns28IkHlRZ5tr3ReOCTxdbW+MGHZufXZ5d35sOpcY1w+8cowkveI3C1gOKjWjnSaS3Npq16/Viz2iVm6HQ2qFX66JBtH8JB94w22VOL4Gqe9Qj9fRA2Z0TAJdoKTStHXMhEN9OEc/32naXCqhL5IinCISuScbPoTBICZluCRlC2qzRy6khwqEGEzekyhBcW8DNcsBxplHBdhb5w8KBANwe7oxh7Q3OTBM1L0kLLCdvCg/2l4t2pK9DkoqhVIBp3Mq5Qc5y5GhTTLNTymFcn1q80hPj2JOsWCOBQx6JBRfyT7WCaGzjUmLBmGtSyTRvRou8JrztEqBj9YpXUuJWiuO+f+ZcqR4beWSjNIUo+zflVig42IVr0mRwJaHmotGg+rDM5RdGaVMmEk03Kaw9EKUhgjUbbcEWS5OBwMUiRnZIKG2KqawdYVE67U2yZPHUXQyIyNYsQUZ5oRpJ+Rismc8VDSkm5lXIRYKGI8qPUwJWqgdIAuFJ7puSr1MCfo4He3t6//q3fMqz+dNIxHkwF9xU2alKcn3XncF0H0KdaSKyDuCHvQQFOVfJzzwfJ4rXAJAEv4mccJABgCMAX2EHw5x5TCDsLKgS0qlTFTdQRqQQ0DKgRkC4wGeWsE3OQbqYFiOrtDRynCnsUOp2sPx6HfDXWAXRHlo0FpqEJ22PmORgVQSqVOAlH/EbWoLoiWczYoBpAghCBDRdmA/USWgGZsEpCCnsEoKCHi9tMpQaSBGGvLnc29vZYjXDCmIZtUb1gOrg7AQsEFx0m2b0XOdECsgr/SGBDgTGCuPUoAD5aLfyvOHd5xnnGg932+3/v/LmLa0/7gqVrj7UPrrWWu+P5xnBtbbkYTkf56PTJ4SMPFdvrs8GwdvYC7kXg2/qeHelRaDRBY/IcusYe6LYas0nBgQXH29kNWfVoo8rc/3A63RhPzo/nLDSA0ZrVKeGUOPRqxFJAZc56x4hVCjEasFuciOT0H5BYecLxJ1QmvqMxFOIwol0fGQkkozrjeNK5AmnUCjGLqA2UAVUtRHSn6cbQoJK95QATukaeqSbxsoQ2pc0xbtmmDRsskrB+Qy/TlTy4KkBjGgeyZDsRixbedExRK4wFvVJsBqwaaZSzt0jkUDiXJmjT1Q6ifwaAdZDAEfs8rKcAj1604TA2bUHMEnCv7m1ChaQqcA7vVuDynRLpNo0P18SirhqNepHtbbpRI0mHkEzSpJpkL9i3rHRMV9LEgF8oLkQgHyJJvXQQGkAnsoQEMGdt3/izhuXD8Y9xEF8UklCEfaA14pXESTLttxcZSphooB0HhRdJ3kR63JPHMHAMyReZ3r3xR7/71a/+Wg48iTrlW6mBUgNXnAZKA+CK65KSoVIDn10DH/3oR37rV/7FYNAHZzHj7A8y8c0bDWLfDIc5aIBf44hz70wrM53JczqmhBMi55cbACDYXfyK67oihiCD+Ws+ufEl2BE0CxCsJHAQYfgj7xwqfAYUEGqk338KBb6xeiAV8IsYEbSiURKu5+wAdj8tx9k6H1qpGwSIehw35jxvQiMgNiqxrIE4AEHsG9YviH7TzJqEGFrqdsCHEbknJAF9y7bcCJsC8cDoeGL8UhJklUbEmnhF693CDXbJylKn3Wn2L+YRp9+SAY6nLKREF/BIUWqFUM77qwKqCoXRXigE6Aj4J5QQQnKeQD7KodwfjjhkgHOWP/6xvXvu7HU61Wc+o3vwAA7603ZrwpkD5y8M9/bGmxvT/qCa57XJvFFwmABIFduKCWxd/6NR1j3A8QhAaFeZm3Ma2RLtcvzbbL7i0QcE1Kyu1hv4KnH88Gg22y2mGxx8C56dzThWDa0hLMaAzC7eYdwp7gTUostIUXVoPAFOBEROJFKjUor5YEv5Z3enVSVUKxqGWfji1gFCWCZchyzlKEKBMp+GWnSRAwt+2FzBu1q0x3CkYlPDZJQX0aboljwm7PEVa3EEmyPFxSicorSIrMJyEAlyyBM8oh6csSDpdmKOxkZHHvHFnH8SLqw5tgk4GBy69GbssYZTVkzgIrrZLwIqRyvS9cbRGV0fAJzB5ZdA0RyjfjNQEU90l4mk8aHw3icCqsyLBK4o5kMUXKSlupThZtHzKSfoUJr0aCRIYf2gHwcmbMY4JD+qAtOpHo3ZoE3SJ6QggrpRsfQmdWyR6iZ6p1ZMS4+JN3s5uDaHgeZWEUrEtX+z+IxiUODRtiAMpfe8+13f9vo37NcoP0sNlBq4sjRQGgBXVn+U3JQa+Owa2N3Zeev/+iPgnWIG1ncmPqbPQTwNoCe/ujj883vPhUnArKq/6v4sOy2pGz0JZPPjLNoVMhgMJv1cAxF4BFiBpaoN5k5jwl48AREQEkDQn3djugfWSHP/IgZBgMXEegJxUQhpFDesD9hCF3memb4fsQgwBh8XRIHn0CrQAiHrw7UDXpwxTqTgkQCmtqsBIC6CvGFFcQbC28djptg7AASjhFxDnBKBQgQ/pIrK5IowoRhCRAJ1N6+ltHWYo560Oy2m+R8+eXFEjJ6gAEIMWBjz1UysBkpkZjjhGVhCOpEwc8iTCaZI6I1m0f202Wx2CHzayrptTl7LiSWaF2DXyiAfbPZr9Z3a+va426x0WmBskXZvaJwhYK+yeEhwLpBjnl1FhgT7IN3+ZetAHSRfb8+nS0zJTznlAHiruC1BdHW5wY6B2qgy51SEFiNiPBkxuVutrIPYJjVmvN0di61IYsTASVCWFDROtyI9gwb1O9NvJ2h+pN4IM89usdPNgz/BHVzJWNgGYTYa2TMWK8SIcOY8PsMNHTJYNFVtJaRzJcLISxiWBEMijTUWbLXRFMtpMixkCoOW0EKB732AHH8zdw3Ala7sMCG9NIoVga4ThUPOwEf0PuIjPM5dsiModb3IZKLGSkypJSQZ+AUTC4HTQ9CWujWsiuAM1BjV2qRatXRVDHTNAAn4pub8flHfhCBtbuKXrJQWNyn90SLRCfsFyDNjv7j3so7QpPtN4MFBHpunIxfFxnBXB6mqRUJJlg8GUF2SJfSXki1rQ9ExftgC9fgLQiYgbKSYzgoeCyrBTZRcMGkdU33bT4LAj/3od391uQigCsur1MCVqIHSALgSe6XkqdTAn6eBX/yF/3vUG1ze2Sa4JQgsfpsTRqkS8YY5cmf6wKTAU867zYg46W88yBVrwAn1xU+85AU3Aj8vf+0D/y5QLzgjEJ7ITUAm/guUkPjil96m0wP3QQ6CAbR4kpxowDI+iie0A7QB6k6YC7iAwhJmfh9QA3N68oBoW01qAhCpgKt8uK842cmmXuB14E53q8I7dIQbAtOQSg4Bi2EUgEm1WER18CCuDXkpDxuiFKDhZHr+4iYzxAJvwF4COhgHEJFvb7hQHqoJ8IUSKB4+OapO7SGdaxHjKmF2hrPB5cvrzazb6XbZCgCczXvs80WRUJttD6Y9gogORGEkiN65AU051Y/c8Y9WFQIWObJWpYZ14xQ4YX+4lpjQB8LOpk0FqoPWM1Srizz9VCUcLEy7GtLQleiUkWJro+qk3mijFiR0ezSscMOmCLzzcb4JzdAiNhLNOWEuD5SGDfWA5AwhdlGwC5sOwkQIRx+V6LAgko9xWWvYJ6zMsJN6RFQqDBraMJM/C6GphYCkcI5bnpOEnemwg4KnQA+YXWarNOFZa4XOPWiNbqaJheqVj7qaNUJM1wdcRohZfltD6hjpqNYCdC4rAWy+5iH1X3IugiospUUWMqCj1EnpmCXKHUAaqWMg0csajFB0U4GiWBfuqWdwJnI5sgBXrJAvVEdJmpCkiZbjLQapavDZJq1hu1HKftMcUVHcxGVB6PFnqw4Z7lJ5vzs0TAEtFP3m2DqupqWnRpMxkOiTkBqJHEj4pYCA1C2dGpPP/ZZt0Fx6GG3ImRftLwjFTUqMVKWmtmYF/MSIpX6iVy4CLBRVfpQauAI1UBoAV2CnlCyVGvjPa+DUyZPv/IVfGI5z0C0h3/1NFsCJMMEiTo2KpJnw9mhbftOBv9NJwR4AMaWIUs+OfYyhMwxJ/HhLh19soFJTFMiMPDOyAZ0t7S+5yCMhDOARsElgEz/xZAvxAjECGSgXfyKCQP+pcgAbCU6Zp67Dm5FroixQhPYE/mTj6WGc92kDV59mfTBkjlhAC/IH3jG97tmxwnoxM5PngJ/AZPsoxk/aTUIJ49CDbkICI1c75JM38nUkIWQnMUUX6WTFy2lqyiRAZhI4HaJJJvCWT858M7ltU+ZwqcV+P29wPFel0esP661af9AzYP+kHViUnQIE/GGjBpDWJRFxJtVYZ2E62b4LKs5hw58wznaMuqkwIFf6DkzfHHPysRuisUHYN5Hb34wD7UA6lvMMVsHhHlzg6slWMS1mdQ4QgybnCdicJ+rGepGt4X1FFuLZwckeCV6Ez3YHiUgLpHNDuTJj0kA4cn1iJEEZswFcHlPr2A7Rivz7kgjwG48b6Dr4UnwqzoDTRYpzEVAFax9jzFb+sb/bY5KlhVpoiMUAAjsxRLmn5cSRPccVHcqSDqVRGYMRdU6IKtSsMdBRZs56B65UNIMnlUQcCmg89ClOVTDbsuMgSXVIxMCAoJ2PYcGn44XREIMieolukclggffIRw2JpRgQaoiWFj1q5/LIH+k2H0xYX51LwLzUBzykPzM16LjMlts0IET2EgsydJ3fDuUIOotUx5JsJfqLFhJFy9KpyOOAifIxzjU3YzxSzHpRN5oO0tFk+n6TSAn+wkoMTlJxG4grFOmgDVkdSz/2I99TLgLsq6f8LDVwZWmgNACurP4ouSk18OdpYGdn553vfCezt0A7gr7jd8IPLVhZzAEKAUZwQ2VmLPmFB1kbDQQ0x+VcO2XcBAhyFQ5pK/gLLhQQ85DC/KtwQ+wl0AVJiNfFXji9QJyCkreMQIR3sYuT1SKVSAxkZhnTBTEkg+EkhgMPIGwaYSXjMN1AYRTBJQMwDQIBLkwxXHCe51xe3RuA7viy44/fbLSbwH/PBYBtYDQHCMTkq/UEyQIbXcDlQ8ZVBsXgWvAaE8kUEsshv5iZCPSGAIqmVRItIamz8pLwEitXPASXlRO0lDLIpy3wqPqFCoWdIxX7eoE1mVbn6LGwYYgbhEvQZDTgoC+8+jFpOLoArqJbVBpEsUCY7UYBUMSS488lBgIMcYdgdqaeQa1GvU0XTycw064SHtSNrWPziXFTb+nFZTcQbhQzIJvXt4rJ5cF4NJuO6o0C+M+MOyYEwstugz0XEfITK4jD0Ox9sTyIMlrUbQcBMQJdDah50Bzq0NMMfXgmVCaar440QBlJiuwuDU5OY+JfBePupWHiWNDGULcQRHWcUAysxsAbTXJ2K0O03xtG6/QF+yUcS6B27EB7TdkB0pJgpMOFlOkGnj0MwRxBv9ZHjDQ9sVCMA57t0MQCit5UyXJFOQYYXLHlRJuZCXPKwrDcka31Ytebxj9uUTtt0bxxaqlL+RjxrkHAQZxVTDq9T0UrUEK2LcSNn3FnMlz4BY0iqc2UG7g7bi1uQRXm9yVqBYOmmkEPxxVNhYcVnRahv+DL4QQncBYltaiDoF8Mx1Jq2f5lmJtDO5RXMfvfZVJlWN4T/0plF5DkLf/iOIpQA9rEuorLjKikeLQnDZ+DnkorFwGSosr3UgNXnAZKA+CK65KSoVID/1kNPHLixG/+ytsFVaBS4rLP2E7aBlr5gysqFSDw+4th4I8v4UE9FmAKPgM6JQAgOgPBOXNMSX+w+fEGAejfD6IGH5ACAoGQE+3OfoPYAtQBs0ArgFdBCLVoDdAXZKUVpAI5BBqhGVFAkIIcjjywh1CgDybeceQHfP//2fsTaOuSq74TvOM55w5v+sacMyWEMBIYSWAotQ24jdS2wUZgCkkFeFV1r6bB4JpsI8ou7LarytWrmey2qdVlU7ZrdffqKmNcxkymCoplMII2GAsQStCUKWXml/mNb7rTOedO/fvtuC+FbSQEhi8zi3Pee/eeIWLHjh1xXvz3jh07gCaQ4psTYCSpgdDkDhcCkBoG/s2wKKgpTtt9cKYe5bp1C8rCeQPuqAtk4QS+hKuBOqJmXO7s23JsHSiEx1YWOI4ERK7MPlBNGG232D0NtxG2TiMNGBGkKkxEPrCkd7srcymF7EIhkZFRSkGikV2BQBuPc0phnUKR7y2r8nw9QXxFj/UAVYAvYT7VTECJigRvMoW4AkUJ/0DQAnDUCWuM93+PHZ7zduug3b6UtffzTkETGOl/PSurYadddtp7McEDZWKs3ty0bs+XNxbVnNmHgi3hAt/bWLQT7Wg8VtRDr+HJJk59gY5EA1lHVwtESnhCSvQnGh/5I36D9oSVHv7Qj+gtoHNazXUcdkMqgeBJAhm7KvJBT6UBkRLbKMzmC0708CEYlBsrsGnBkgwImn3fEDpshYSdPEAtQirIlY9hN1+yaoAVxn1IKSVWHW9KfXYCoSNRfLosWj3M6KkB/QOzWtENGhOE+KO28SOrXMaXDNuROLjrr/hYjSzpBZ6TlCbnI+kh6ltIimsfpA/lGKd+xV+i701T7VJGU9PywVHKoeCsJ1eevnjQq+Mq+olZqIIdzQ5A4+1KoQ/6Uqrq0kxWz6RSVD9OZdvVZIEP8tlUqkSJuJ9B22uzIz1OuYVmByGvbAj6F4JVyJEhbptaxmFAgcFc3LGsoMXt/+qvfEOzFDjk0Xw0Enh5SaBRAF5e7dFw00jg15UAa3+/7k9+ZZ5n0yn71AYwFLlq6mNA1g66XomuBdGAAOOvA6KTDzX3wa8AB/GrQ7TDPLm0iTpuO4RjzoMoTxzvTQmOEFuJdPUQILl4SA8cMgrcQSZmj5GeJ4EpAoKnW+aQMR21+SFKPze40rzcdVtZzLfk4QT7uVAERIcpGWBjBB4gaAaKY0kDN1i73MeCDfNwK+oBLgsuYBL2hNHBt7hIIBIXsK5DEyRDQeIe1xqnrRRahBhYMzj1hpZFAHRXKxzaQxEBL5JKPjQakxl0QzIRuXEqIRIiQVVIkkEK1E2YSIYOK4BhFQt6tWStcxfX+6LbZYUuxGkXjNkseaX23ABrg7GIcaRJWuEDuNFMmC2hHEI56bsFk5j/B+32QdY+6PGJHgNPqFXrmU5Mm3HW27ijGSpBa7rcvFBvnq03i1anzrpYyOWdpeEpkj7yiukF9B90J0WH8BRgNLPtzpppuk6/wnnIjqD6gNKAcAZ5gT9VhS6iwEiKYGkuze94ZoWCRFWScFFebFJKY7IAdvHxOSPmkRui4d/lzgmsgGZCoKyIvmpfInlVrbJemyCqB538wT22MmO9tFpK9CMWg6x73fyF6YkhbbtdVlpTrW0fMjXG6Fh+gBjRAFQ73DbNrmdPhYTtZy3VddQBaeLo85yaXtyKtpzHfALZoxZwH3pR7E7NzAcJWROv530XvzPlH0A70aEQRWF7Ipq4Zykc0XPSKQxB1FuUbk9WjDYO5xxc8ejFI7j3qbWIw5czoLiPrB4dFf0s+CShyRA4OXw9ras3LCId0tm9rzwMBuxxF2WSLUraZZM5bvDlGVlDfw8aXnlf8n7wGV9RGMK35e1VUbDpYGX7C7/wnje84Y2mbo5GAo0EXjYSaBSAl01TNIw0Evj4Evju7/7bAFjwPSMrYRYxnYKugGECcSFPUgN2wzmDOQM5PwzCptFS7ql/YqGwkrqZrMNzQGGDvGBqB/0AH4QZDOSgQoZ9hnNQsoBDOnqC7PwldE3xkJ4YgK/AAHwFuLE8CtDkrBHZbNLEkk9IT3F/gBbuMBvA8t7Naql2gZVRzE2OrJd30UvAlBjUQcXa78UWGpfBkQGBLBFeucVXwDlOopIAWkjDnHX0T1QUFUFDWrqSVWrySirAnU7kgFjNw/w5r8It8/FrDf2SYfAoXwjCH2sfGpjVFxAqCozGW0LabDbzsuznzGP0FstNgePMdjnFQA+JXr8gTH3RQj3QhB5YWRYAtGhu/iKf2AUNsvgptbbs+YUCgCsS258t2QqASD/rLRj5IOOh00EQIeLnYt1+drU932xvVstFGOGhYy+BNDLHdUefeWCjLQSvaSJIuSJcksEbRm1drRgX7DMoFfBl9dEW0JdUmsT61JEW5Y5LtREUvJO1A2bvo9mgJ6AJ4fFFFCe2UABRz2bT2XxmdkRK8a3Nolqwih0HtiRVPkfd3rg/fHSvvZ8t9wft9bIc5vj596uKDpCX7Wy+ql/74JVf/MgNNBTEjIpEE1D03rA/Go1W5+ys4GQOSqTqraF+9NeXM1rFhrQe8bJYz/ByMiHqDj5nPfAyTRvJNexvNyVxXOlnvl+8CPY7Tp1v2/V7GLADhCxteiuCfOOIrqBGEKJLVb74JIO5FAWdinOOaI30YatIJfqevS4SRkVgJPont9CqLc73NahEItqRy3gDyAbfMhc/UVY0sBKwATikGZfS8CQ4jAwpTZoasvp2FPZNUwviPwCrvlN6P80qm5EFSnYHeE+devewtf2xH/1fGgUgpNF8NBJ4GUnAf1svI3YaVhoJNBL4VyXw//6Ob/ulpz78I//rDx8ORmXF8t9iOl84Drc7eV6stDHrdE6m6XQKYMHBBmdo/X7AzDo2BL4ANYfpH6An/GDEDlM8iEK7JmM2CEa8IDbC2cX9VM3HPUGKYAEouFrhJwMG0QTOI1UH1QLyWXxACwm4kFLcIYAQA/kfJmEXABVmchCkB0AZIlvC+a8GRYFSgroBjAZ4quPoe84iWl3G8XRKkAIPeCy+4DNgJdWgThQDK0rD2onCuCsC4ZJPLeyxRsJbHuhLwDjZM6UV5CIhHwSGHLBSKwVnQ1BdBMEIkwJEvXAH6NMTnoj9XILTsF1Dwppb4LY1LmiRJWlA+ZM5HjoV0YGocL2oB932tGZDYHcOAyg5SxBmfmzbQitglo0IyN7Gvm1rtj5GIRv1upe6nb2I/X9tmHeI7L9eDbOMKQVENWR9RGcLJIc1Po7L9a8uO8/Nl7foEEx/DHosRAa9UqYTGbr9OHmB3CjZheIA/UDEWuoDHxZFjnG9xtKvoV+LMkt00doIwkRUVjKt6hqvHeqXwS9RR9G+2EMBWr0OixyyvM9sBvFPIZZnPUICLaazarU6W/hJ1XRLw+1nWTEHghyEzDZc64nR6FrevbI3oy8/8djosz5jtD9uT89Wd25vb9/pVMvW3ZMua8JvzVef/+bP+u//yU8j8EHOThKdvNt+6Nr+Ztt/9u6cZcMwYluwQHy9srFodtRO+75NSl0py1Xh3NlFDaL/O8tEG9lwdp5NzeEcjT2D6iKpUGLtnM4oKTpkx97S3EF+tj5QGpp0MHuBr5PnnMTD+N51QO/Ho0gZ6WEp3fEr7kgkftMjb6Z3KBLAuT2eZ3zEH2xQYnpNocsJbx2f8arHkziPN9xykUbiAwJ0m8QKTNuxyco7Fe8EXcV0JJI4tXABC5MoLj/htSGNWWQC6UX/CT5gjBhWvMwykapB9u6P/Nh7H3v88ahB89FIoJHAy0ICzQzAy6IZGiZeiRJ49pmPfvCDH2AA/Jzf97m/dsNLVuuenp5So5Pj46NLlzg5PDz8tQk++cpOzs7+0f/n75VHB8NBwbgKfB4I/UAA7m+Lw3qe54RUYZx1jHVCAEDOyAyOYfAV0ToGOwoLSgPR6lcNiHFIx+oPbAmI7mQB2RLoDxjNDbABFMTWYCk8i9LqAvxnuA8PEI2lt2AAQQOXYIvAc1Emw7/AKMEQnnIdWgg3xCDkIi34mJA/VEkO9cOJQPutjmt/cRwXyevOAR9c4icDSyILCKWKSZVUFm0yIblPSUcFrSO8pfuBdMT71tqYMJTIQXpAvNSAfjxDgqYH3WophzFKI0lUQ57lQFIwZlRNC1ZuAkfu6PPDBYscQPOqGSLjijWvxCPabq8cHp1NzlGB5sTpr+uYugCORxtFCRQG35rrW5sMjItGsVweZvn1Pl4+S6ZOMM6vO33cc2hp9gQg2k+OOZ48m+1p3b6xbH9kujxFPWLfgLxLENiYzmF9LZWgxe0ObCRsAygkllb3UD3QPxJ6A1kO8kG/n7PQnMahv6CcBMaTRSVlL7JWnLrumDkjNR3y6RylqqBWlOTodAaiwa9mwT4LaqguKEcZour2HIRsq2676+5jg+7je+vPfM3qsz7z8Nr1IVpGL1ugOuUoOqM6G2/OzjaHV3qLebd8ennzhQ9/9Vs+54d+5oOTaka5B3tDNI0X7s3YGDsmLehk9HDah2kiu5+9N8rSQcuG3HUcqkAymGCBClWh5dGNkAU1LyujiOp15JwVsxwoZmh8tDLqIE3Km5Bcq5ChdfCLukKMdNEj7Hbphu3p/fSUr5TAp7/miNRek5RHLz4lK3zajXcCkzB9NFGkIaQGC/YAX4zktsW5V7BFY9hcshBviaVzm2wUEWT94NwOvXuD1ai5sMRQD0gRxfFvhReFEhAoasAuVbAa6c0Vb6LvLAXt3jsJR6Xf/e5/1igAIY3mo5HAy0UCjQLwcmmJho9XlgR+8Rfe8xe/4UurFa44rcmsfuMf+PIv+4q3X7585clfed+7/9lP/OxP/gNHwTSmunpOB5g3/+/fziD56k95zRve8KYvestbP5n6npyePlOdz589vXRwpLG/31/UuH3HQA40A/tj3AU3A8hYoQh00t4Z6B/fG6EwqMCRHgAAO2gOjNs4mVC0uEgwoE9LAA8gQnDEQK7rvykpJuXU4h6AQTv4jqBAQTARgz00EimwIc8d/SULHdNzE2NvzAewS6sLJ4FUfbAfKLHP6lYzaZIVTwayB7cBqQNkkF7DI/C10waTiV3AYEIbsJH3uRG6SMiEdaOBfEgtTEo1Ev3AhJxQbx2N5Nz0/NlMUQUBoFUGDCk77LwKSrNnmIIRlDMbwm0YQ6Lkhg1LFyApHjIjORgmZtFiucAICubFIs5EzbZTYZye1xUCGbFjWK+iKWdVVdZa4MlK4YBoPGJ03Wpvx53WuNO51usctnqjbnvQMWpOf0sY0D7Im7Ww1gSZpfI27XK1nay2H5xvShb+Iitcg1gA4B5rW9YHoCZAnqogVRjFn4rCkAHHaJCxYzGrcTlHwUsryJGHwTpdixzbSpgUUs6JoLgxBQNlJ0RipgZ5YkMHXlO1Eq8nkq5XJRv4bg1UVW02C/H/Ckokq0NxVVAIWgZaD+Xdz3ii+NI/NHjskXZW1NXqdNNeVes5EzHukTDq7bV7azdBqPdn+wf7nbvHd2996N7VfH+5HiyF/P27t2f1FsM/bDiVokpDz1CrsbZcopzwSX+ls1ImfNOjECB+ZuRC/xESx3M6IfMXMQFA4dloxMYTKNZbNtiWYxEwJDB4s3Gbi1qYBIiGQM1wcUEoitGvKFfAHO+MtK0pX7sO6bXSM7NPvYxUPufEvpUeq6LwS6mRNvJ7x8tImLL5Eujg5uuAysaSG9zIEDDxnhK50GqtvHfjniS8SGUnQQUb8uOb5/tl2Rzpg6fqHqh/W/oCz3UE4jBDkLL3wzYpeBz/GFIT+7ptN//VX27igSqp5mgk8PKRQKMAvHzaouHkFSMBluR+8//5bZ0uaxCxxa9e8/rP+dV//n3f8fM/wCZIwsd262hErBJGRpGIw2G/SzTGn/+pf4Ah9J/+6AZ3is//Q38CheE3VAN++t0/xWZOhEA0cMq6u5cVC9dNrrEB50ZXwcfa1b0M0fwAWdllK7AEMGDVBdjovCxSFw8EmACtMrbHSC+EANsKpoFKYIfwBVJt4Bpc22pht83yQFUCBe4bmceixDrQI46k1HjIOTTJkjAD5wgiQQH4Cd1AwOpS1wAF+NXo/p7Ct8sNiSEuZXLFFAd0dbMRSIH4wWrhPKQ/smgjDmkxzaFFGuwKBKJKZDeBlTWZ/NEC3NVOLWwhmUHpOeNUbxxd07nijpUS0MMvkJGaEjzGmDk8pzyrLvjfSQ9KSj4Cx5MZCEhh2kg32/m0hB7XuKmwRRj1ITGixvCPAR414PLB/v4+m3p1nnvhJjokQBkNCYtzd70e9LZFvz1sbR8bZMNtOyOME9ZoNMje9sBd3vTRn2+JxlOVxALtYKve5qvNyar1gbI1o7d1VbG6RY8v2aUKNKtCtRoINizi1Ik5lnx/PCQJoBcysE03U8NRnGg93qHf0MTkVrZUydZT/qREhj1WdvdQG1rLzSorCjKH4xD6qcs86lmJQxHxasslO5HpU4X+pocVwqcpAYudzaCVffqjq6/6iuvXLk0RW7mmY7M42NeIBqchmGPp9lcHR+gdLBCelMPO6aQ/Gq4eWLLIef/GZPrUC3c/5dr+W9/w6u/7p0+yYDcvenpUWWE7AK0W7aUyQOvZ0aPHCm1tP7S5SBYrttFS6jmbkuEJRP7eeDga9LPHHr567/ROkeUsMFivUNgqxBA9QhWUDuSrGX1SJ7HoVxK2vyTxe2KXjOvdV7RHdEBvkFa2Ig3dj+8X0ycyJohkJKVSoUGT0FtkizNfPEvXvYlZGpd6UGcaMKj5cpNeOlTYBkxlhISS6k63D5WY50gs0u6YDf3W1icPqhTzXvWK/swK8ugqFwzLD3lDS3QNRZJC5PKBunHr6aefalYChDSaj0YCLwsJNArAy6IZGiZeWRL4kX/ygwXhCPHSXq3wx37qyZ8H0uCwgZkzd72qy1IZGRlJWQPKME1sSeLZVLXuFgS2xDH8J37se3/mx/8R3gU/8S8+8vG8g3Al+pb/7M9eu3IZzAHc2h+NXDkJtgpABjLWyR97JwArQIHoLlavJugT6EDEIDBVMQE8M0mws6wnkIHYGaMFvNiV9XkxNWqEGWKzWIZtYQT4MaUKRAHmkFCgaxuOPP4CKwICxHcQ5kxULRyQZ0kIJSM9eJwf4BqZUhJgn0Cf0tIkRuB18IqSxAeDpaXy6tREAKygyQUqkDqARn1Y8SkFpCNRCPDDc9HJBacgGYsGFIr1rVVwGTQBuUTBx6RtFcFDJvPwobWMnzjb5fIZ5YZAdnRYcYs9n99lBvJvlW6QK4DCIk6Jx9Mp7FBLLMxscABdPGRAaRj6CW5JE+X9NtExMd3PyvUMz5rNdsiz0WZPfsTgmpd7XRb+ztabWb25tWzdrPDRUsdx1YJ7kiFHUB0AtU/3sSZ6AfFJ+TRef284Hg1GyxWTEkY+pV/hZzQYuoTk9GxK/CW2XqCVt6xUZg1DhP9EflCFSp8JAYROn+A5AmIhB7oiQYvYvm3OBmU4+ndw/FnU02m1cG4qlBE3QoNW8AgdQti++VP6f/pPfVqv9Xy9mVGnctmyMBvQlnO+h20LcLjP6P/LVm+DI9yy3j6Hl86yHpbzR/YPn2/dunk6/YGf/GXqyFu2LXHBcpKHjkJn4QtK2vhpSpTJIKxDm/zYsenyJGCCi0ZSpMyfkKXT2RvvZd3+A1evjsfjk/OzQd7pt9ALuMdky4Jk5JK8b0wwG52D/ELn6E2WvjtMs4Pp3EwPzGzui6sXM9ohTQQR8/B8V1ZkjHPpe/A8KJDBN3RHUUfByJq6Ci9TXypUjxzKPvRWLnlpIERGyKTc8O+d+I3+4xmCSUWlLgRLzGyp5vr6WxCag4KLc799odTTg80dr1Zku2mWAttszdFI4GUjgUYBeNk0RcPIK0cCP/fun9Tw2WLL19asXs0r8QNhG3HCxYlYpwh9A0DRjrG45eCObNjHVqdgNyiwop7H20UsM/y5n/vZt3wcd6C//bf+21ExOD0/3xuOsjH+3PiW9zeEAdUWDb4RmgJs0vjs7DwQD4cZDMMWHkDC4d0L2IhJBEEP14zxoB3gnWiSi0ji3TASA49gTwUDDxZREaSEF5E10oCgAOLhCh+PxBA7rELKREhqVFRoHKeUGyREFqagaJhXC0gpuQMc49rJCi3ErAcIYC/DoH/whzUMYjJhFXjkNTddWgw00Ref7LqjBBcWYO0phaQBQ9RlPA+rcGA+n+rLQ0oTQxZ62jojB7dILxS2OA4pSx5sBEXqDz2fBAWgPKVstwXR+4XZ3faqdTadYjLHpj7I2JaLxa+sc1hPqxq3dboKfYVwmNAUtaqeMXPTYicvFnaclBWh9kH/IzYXa3cW081hZ/NQP4A+NUQc2xbLij+C7R+iEKf/sXYa9nyqx1dwhUm4C5pPqqMqAXpgm1Ckm1hR3WKLZeaO4JrbB4dj6jRflOP2kOj9TG+5J5uqCTBagdDnqBdsc2Xv1vCM8FurRU3oU2alZswe0NtxTuMXvcHGMJYmLLkSAJebWleVbqv/73zalf/4az9ls76xabN+dz2vWjgjMYWlcHlBYjE2QmbtsZH+qWwPC3z/8tXW6az1IL25V968t76+d/XObMqEV7SNex2zJIDaIxqBKy0aHNrEhj3lNv3IPgtfgFhbu8V0yopuhzbO1gosSOEtg78er/bsfDGfxt4DvHjsYWzAJRZX82ooQl8ts6duAc/QEyXLi93Y5uHC56aNZNFj4oxHHMHJixSic+/e2OjY8h3JdgFnJabAef3pjZGcNrZHQohrjpCe+J5E8BBccEnxwSrPySqrEg4lgUfhMBSMW1pQjHKlo6g0A/iaUT1nPnjm9g6siyAP1HZVvags9VMU1ttap39WkPm7f+uvfu3/5es/nr0jCm4+Ggk0Erh/EmgUgPsn66ak/21I4Pz87MO//MO9rLtmq9VWh1jmybY6K3Hw6BL+UGMiUIKdpPRmMRC+rvlpJAZZinHBREuGZ1bx3r5169cVy0c/+tH/53f+14PRmF1Q1Se0q4nKGbd1+HdgDaueYJThP0Cohnks6LooOGaLakll0aQJNLAzi5rduDHAMhG1Y3gQJCVJMYgyaHMmhkiUE72AcfKA75AbZolFPBzjBTrkBXH72CpRLlwJRkURgaHB5tiDxWQtkGrfrQC0xxrVxxz6tBsFR/agl2jGRVRPVKG13HIJHhqFUAUdbAQ33A91RUKUQNXg2ttRenwEZIMBknANRhGv+8kdsGOQSRoR6oeYOOUlOWnA5UiFW1Y54bKAQukRyxqoGlSdY5E98KULectyAZFskFFHgDiTK9ijXb4LluxlFKvQOr0867t1r6KL1avt9sR6YMNfFyL6zX63U9btp+sWK32Puq2jvMV6VAD1CxVLArpsmEaUTIz5TCGIfDH547oOlmZj4m2nn+EfRRUCGQvnMd/jk+bubIM8o0TiRoHXqT6RcFarLZ4uizn+RWy5rIcYcwHsq8w+w37i+EGDEYiJbo5YkCUdkh2O1xVfI5btZv1T1sT4DtCmaENqMJSNxHGSQWOVkVb7ctZ+yxdeb7dPCfdJitUKBclA+yhx5EPErI5Ax6ZCvXyFZInrQ8iiDisM2q2rD3aPxrTN+s7JtF+hcezN6+1kviqKPlGqTBE9kEZKPVgbtr0j/WrSVnVOXQD078oSmi5eq+jDORoA0YqqFUGchoO9wWBYoPQM+vOymy2zWdmb437lq0/FdKiBevSU6FJxB9q8CBSRej6Xdh0+gwk+OUitrhq9WOnEmV0rHvHFD8+5NJ15I7sprBYUI2vk9J7kfUgm8oTyQ0ZeKGeMgkEpqDxAdScLBOPLE29XFGRGTpQgL48y8b+O/0y4w4SnHEV9L2S8qwh3E5uqWN7jj7pfvCUQozZQ6TReQAqqORoJvDwk0CgAL492aLh45UiAED+PvWb/xvNVPVm65s6NTXsrA6doU8QsRpx+gB7DaMQ8SQMi5loO48dg92VkBWSAkGrMnL/egfPP9/z9/xGPDsAX2AdDchiLW9WmAtUICEAG/Gi420EHjLTiPi4dZ/VH18DZJhokkItRmYFeTKxDPIwGFXEA6I2oPuDgsOOJHhy9QZwM4A77jNvSElKz3xPRFQMgcFseSGDeVAOAPqO8qCEOgKPUZFQiHFGKRMkAPKJaKACYoyHCZyg3IkRABuBeWC8c3mWPAgN9BNSwIFGi/DtNIc6RcQoJ2VhDgIrS4Lap/LQeIhyRWeKNE7k0rT7zCkT2TI6WpYOIKXWzCl4SITNwG2mTcMehhQm1ZELtbFviMRIACkQd9IkaSR1RgKIWLNMVqqIMooGsB+ORKI1dAcInBbrBg/dwyJqDrNutsr0tmG9qrScC6ta8naNkuN/baIuGMMUPrNchBKz1AdTBmLZzcCwKR7AUFbU+GNfZWgHlIByT2KKLBs76GWUi8vOzKQrAst5UJQrAmnkQZmn4BXijqymPTpfZCgSNptOj5ygmgwbR1Y/nk6IgZFFnc8r8xQqRCB9RGNSPqdwKtYNbiIeC/tgXver1n8aWYPeybMPidjyMQnaCRIREfxiPeItiwQANxqFyyEIInIjmB4cjZjwOjgaHB91FXY3bqzsLhIPtHsr2DBoIEVB2VLrDEguIcxvxBXnk5w1blnUXBv2HPbbW4D59nChJvBTGuuKlQW0juuhyW1fMgLglMy5/bMbQWdQL3e6ijX13FGzqkNFnFLOFxW3Po5PJRDr4TheR0cYySWQyTVTBR9HXlEwk8UnsuBzVMUOqhjQ5s+pBFdGbh2pRiXibqAtXAfWtWfzfMLfJL+wEcR4vkuVBwf4c7RF1oXa0TtzxBaJ1ZRjLhkWbnOcyzIWcx2ELRGeMe2RuNgS4EE3z3UjgZSCBeJVfBnw0LDQSeKVI4KkPfwCHlFvPzwnMwlJJ4FGgP82iDNOYBXFaGGTge7Be2OqEB46JjMeA9hpdQVsxAIUs7edu3Pg3K45f0N/+G/83XMAhQbj4op2FoRz3IYojI8ZRAH8MvQJucbZf2No3sR5AsE2R3AC88kB0Ab7RTQhwAw4gLxxpoAMhwCY35FDUAI9C4YDQ0uSpidFGIgGQwmsz+Ecu0go+TCYKsDZ87B55ofIgHCGqv5jCC/KaLqYFnBIBxXvL3MDTEJSWWilrefTgGSWIKQOZiOYoFOIkB3V4GayaFNgSZXpPH+X4VF1KtRG0hAs+NeCpdQ1q4E4OayS3+EjBGCJVhMwPwI2/lh9VtiJhzpZdOZRXPxByMA7UxqXErX+NiAkMRQegghjQAZF2BaaG/OxWeJHNZ9F50Pk0+LPswKaCLX3t2dC3M9+2z9vts2572W+VvU3dWnUK/Gi2y377ZLuaYLxHAUAArBHu5YNiMC4GePYQjAeyhBdS34JaeChRA5btMgfF1lnzxWLB+gQ2QFjhx48L/QbTO2t5AbXE98f0XsNcVaEdwRaCRufAF56JAI37rA3YbFnc0KG3U+5w2OoPEBYTBui2+KahbiJpNDyK5mWJ+uChtr3U6/87v+9gXZ8TcmeF/00s4hC12h+A2fRAqgKbuLPzpdoMbLWd1nOIdLO6P2gfXOpdvkq4o+2oX13dx/TvEnhakASh+4pskQdf8evEFO1mK9nx7bxiaWjTsk51oOq4/sEm0n2J6Qv082VVz2fzydl0Ni1LtnWgAJYHwOQAHy+7eHoHbfZUjJ8UYEdOnSKdc2GXfLGLBBf2GQ4Ygg5HYk7+gnBwmRKYRJJxpGScmtJi7HWS12Dvu2FXjdK5GeZ778RTtX1vorT5FqWX35vRvVkJrpThJhGQo/jlnWA2htTeB9DHywJLEKAb20DJrOCLYsHp14tgL+6lj83f+Vt/FetGetR8NhJoJPDSSoBXuTkaCTQS+E1I4M7t2x/90GlErNTbBwgAVnD5pbgaYz2O0F2ivLP0kFHbIVQs6tLHGDdRAFhWCRRmANaidjGsf4wBnH/+46/9kwI0XDyWm4wlkELaDT4esbhTOOXo68if7PaifBIERoAH4QNp+AbGMWRz4oUAWuQrmMM1BBJhuAPTxDC9wwyko1JoGioFmGq5LQkryYmODWQTIlgmTJOAg1wXo77QysLiESX7MCyOVJmDc9aKcg/5gLfAbYkEzkta/aMgCuQpxVEKWSyADMEldyiVZLLnfYuVIQqhIqnYsFALrbmrcgFDQP/UUqRHq8JwaR3hDipKJfymAnsHMndlhbXGIQYLffKCgNxO5sFSKheOqXlUN0SEDT/cS2DMaQ3OsZ2zQRXwlJ5RZH18ffo9egcYG9QE+Yq1IFjdQzdDWFTaSSUo6r4TB9oR6le3v8TjhuChvf5ZN7u97dxab25u1qeb1WyzqugkXZao5gJ1+4doHRTNulzu0B0EhQpHocCS8SFVONAXeoMBK00GnKGaEuClqtZlaZx75EwuuAQdssilBvvBCVlAlfRLgsGslhUomWXLeWd0MB4MR9tOvt1k80ULryF3jUAKIQ2hvG2hZtbv7D3xMFb7s01Z0SzLZYctgfnF8SecxYhViidbNDvOYP7SQvEGKBwWZ7tnM0oTUVUvHcX71eoXLbcgMLwpLlOBf5lMoaY0M1wjWmttvf2MFk+ntif3KID79AGwP559KNe7TkmcK2ZqeAOLjPCuqigdFKSS1tQNypfIFyp+JS91O7B/ytceEZ9eypDf8MJte10qWbEEA5HdHImOrzyNRm2kIb30JSFzmsqiUvKLFBYdpKXJqUd6NzlBOEGQavNLRjubfVTrfUzB+c5FGsqOgpxh81f9Tx54FdTHYqaKf2L2fed6ooIS9LUJXv1OB2m8Bx+RavvDP/QDF4+a70YCjQReSgkw4jRHI4FGAr8JCdx47sayFBvr6d12vWzAjBaLD8H+mBD1qcF1o5O5q+zGfVqJmgiEY30mNmASiF11aWANaP53v+u//rVlYx774i/4HGBkB6NtjJlsVJS7GpY1BeLChImF8jwNLMPwyhAL6mP0FnWRyME9kEhMQQAHBeVMxjN67wBCwijmlJJjPXnICFrVGmgqKJKTB9ylMAZ57oY7MeiAB1BMnJNPtCEpzzx2nyTiroBA+hyEpCHwjS4ZOvmoh6wJEQMd80Z1KScON9tlOSlVjrxBgvKjCD/UcLhElrSEpKOUgExsVKqXDOIA6AbKgVPTBMJDhDy2qixsRabhlGNVSMOvLQPTUGM1K6jVU9ESD6AHizYcAnDZqULFaC075JIDSxHmJoRFCiM+RTYgFD2GlQ+2PvixqiO0DiHbcYRhbQOy0FiupxAw23ryp5qnKGNLKhika1EO+6xmy15/1mnXnTa7YdWdHojYRa5OLbF/MPiZ+RogKpH33bgYxvI8sxPYplAVBEvOS9a8ZtSuJv6OhmFkDsMb1lzXG7YHsC8TqHRGFFtrADhHFAT03HADL3jmCXCE0W6+XY8GOSGACOCp4thjH7KcL/cYpgp2HMNh0QGfePzTPv21+4MC95q6XqCJEIKHZurlnYz4lUjRqpNF+EqvQHPm13PRvN+8HDykgWG+d7BfuEKGDc6YZbF5uMtaAaVBDel8tgWCVWNUkhLwNxFSN9d4TTtCpLMlIBPFm8Ffog+B/VG93MGAXwir1ETPtwP6y5/KgGeSJ1diQo5l3+QW5vkuRTBpWg6f2B4X54go7tp/aEo7Hkew5HnUJchwFheRgETg9URDyQVdizVHdN94DwH35OGPN5ymZtEz75emCLIjB9pe1K9un9C/BINDPtNBUguUOZ+YmE+quNMBvMsRnz61+iZ8kQ6ttvkv/9I3eKM5Ggk0EnipJaCRpjkaCTQS+OQlAJBm1SNey/VyMw/nZQZoHAIAcgykDPOgpHPit+B9u3YtqXAOU2K4KLC3LQbPw8tX2B1pNivPTgnp0/qxH/vRK5evwMCTTz75rd/yZxidQVDCGeKggwgJmc++RQIe0D87iunM4KirSdK4NwzX4n7hgks2wSRRF1IkICXyIAcPGIkZ4zG61/WSEhj1BS7xDIIgUxEHmBuoFKM6MIHncCK45dfb/ABy1DeiFHKD3qi5o7zJqCqfYioZFgAAQDm8DzGhJ8CPM6oHDTfNBf+5U1pyohc1kBZGLJoqoz9BN4qzguC4yKppWncaq4/ETKmxGSOu1eSP36y9+czXPcKWUL/8wRsiM6EblYaYhVMKVVNV4EEUi0EeQyfwiEKoIYzhkYNWgEjkx5RGRuKLYycKMqYiEWBqNR5tcKdZaZCmKaEjnKZQNQd8WrCYWje2Da6XoQ+EuRkgztZdK/a2UregjKimKEqBqDmqP4RCIOfCfSPm0OKa/JEXj0nDRXCsZGCD5kTrhAmxHQ1BylRraYgCKQ4nH6KUsvAX3ZQMS7zhHRZoQ9PzE2pRaCYsRajJ0YltcVmcbrejkux5AYc4zuDOjyKB9JiNIKK/m1TAKpGQmFwIzyiM6zduvHfv978K7xp3dsDbplSBVlkpaFLmnZANzWK91dNUypQvsodANJMPVG/Ys6vq5Tk3t7ULtK0e5xJx4TJqVUjPjuQJj4Ion6FVUn+aFf0v/JSMbKRzVrwm8aYg//WyWtLq/f6A5cXsabBYAJihxitIUyhhZ2mi38Kdfd9GC9n5mQ4r4tsH15zElx1AAfvSpBtxbk1JF3wGoo6HiWIQuSAvYQkEDZoskYnPC4pSl5JF035ekftFArZtei9RlaJEOwukeGtSxugpFsThXFVKxAWcxQttO7E9m6upoWAyDl+jVFjwxm3Zt4FTGulQCmaOJhZQkljz2UjgJZRAowC8hMJvin5FSsDBtMM2T0RlEQ2sAGHiflA6yKdzb1axFQAIScDV3paLiiDiBK8BB4FTMTgTkBEwwbwBlSe8J/jsz/8n/ydAGEgDOAhoBeM6xGL5dKxc9/K+aC4GVuAw346mwBbgKRbLGGNhifsCiFhAyXgNBayvlgE+cVzHoCnwBdiaOB6J10nfZy/YJRZQzsmHPRMyuAFg1sVXiZQkkwwDeRxgFzG4RZHfSQm+BEXCJrnhJucBEsgg1uUrcusVA0BDcSFmJUlBuoRDor5CY4EaJKQaQCWocRFMWovAHVFK3FoLSZnv2LTXRR8Pe7bAWgLM0Bem+G8jemJKblfPffhDXZzwCZcJj66HhRK8yG8irNc5IElxI/Cu4TcpA6u2YFA9BHFEDeQMHriwFoFGg2lhv1yhhoDfqY6UIYkzCbtEKAe8a1DkuMuCYDwu7CVA5F4XhAxcBoJiJKeRMDcP80G5KAN7eWtX2VC3AKeqB0YZokCdT8RkytUZiMgSWhldcfco+A5mFD68xmwCPkEQMSfBiLzH7l0scLW5tHl32KC5taxLacC5Bz0DBQalAF01FBMM4krG9QvWc7M8nzIZYKhRWCNizr0TDPt9FhewQkZbvJ3BEuwlMY+yv8f2zxMs0bQabcKTPi5Cy6XxUeGNVyN4RBlT5tFgiJS89hFayrbq7I26Vy63T8+YUtpuWSEhEKe2xjoil52eCtjS/truflhjvtHxOHOBLw1KW8QvT5mmi7aWUdQ/ZF6zKxkhr07ZYdkttNG0+3SnXmcFw9zi/UQqcCtVebRo38RgN92SiSjey91fKsXGCe744giOTcPT6OzkkvdoUP8hmIjjIh2lR2rIh2CCtjxJQZU13QbZx40QA3cvyFAEj4i6lGbQ+P9FadT/IonFklpJKjjuW4DE+OU95i2zk3oZHdX/OeZBF6Utov9ERishCWsaZ229gP69r/qaVJvms5FAI4GXSgKNAvBSSb4p95UqgY889aH1FicIRjMs5KA0h8D5aguyAplw9/lTdg0V5+E+4LQASyIZG50rYJkd4+NiUd+qwBfsGIAXBzFGFmt2OgJbzIBimINZUuAw64w8xkeCtXcIb8juYoTIAS1iL4cigVmM4i9eh466BjflxPHaIZ6hljEYSEeyQHaCV2PD8+PAnqRPUjxtGMQBASQDUlurgLmgVc5JKvKKQV+qoi+Gdw8pxCNBU2RPDJjeOyTg1xQmFaTibdJdz0siRYKkqvUq7NIWh6xI0AWMCDWAVqIQMrEENDSTsNaGxRGWpLdujYr13vAsz9cHh05+zM46m6WRKdnPaohaUW96w9gU1n1d13m7U7b6BOrEVYVWCjQue0BNSoIxpK7c8FNBXN5FojJPGoSDUVkLcfyzjOpo/hXUwbYMowSuskHODr79JStomd/gHu0iRhRc9vu4zGNkp0mdyRFYmxUcSaEUgHMY5REF34c88oC5kKHluSkBqJ/FE9BlbS6PoQ8YV9OLpgjESSZbLP0gLdlXchTQw9YtU/xyxcrmZXQY9SVgM2TUzUguEsbfjLz2Ipl0VTKrmauKhNrVAfosAlgz+4Vg9bsnyijxNzesClgy69WfTadUumJPLw49ygjdIxikZBCj+mBryYSDHaS98Z2gvqE87TCjk1wmoirmopLUlR+rhTD9pC56kbU7RTFAxcZOT1QtgpSSZmXsUdhPmJYzkoeAvMs5AqZAuUAbp219zA/zJtH6POIOkXtRbuzlNi/yc54NTX3IKmf6kF5RbbZuQBh0PBYvRCMoz4tfkXRQjgrLQZQuAx42A7QvLn0ct6PDeTvSc8v0wSI3Uprdm+eDdMOMibgnUorXhG+KiKIg6AEFKgJxukNUl/8kJlAK/NOK+6rnkZP01jzIQZaM0W25Vg0gfShppKGVUaBV2yBBemXrPxpnPS9yywj0olpSpcf8l3/xGxoFwAZrjkYCL6kEGgXgJRV/U/grUAL/4t3/aMwSx25vplcyox5O0ls2PB2wDhNsDTphtGUkZOAU8bOAcstGonq0A/9wDlm2qhVmRRSGNkEMB/0M8AFsWdRlAoI8Iq9jreMz1LCN1rhUA9QxIPMIOIjNFjMsl/t7o5PTCeBNIBdQC3QCKAG2oVlgIndQ1onFEVxmYz8rxmRApPZwcALOKp0eCVzmZ4GpdMGSKIA4kvAjPNJgTBLBhIcIwxyS8DJBHs5EdNKIhx87E1SAPMTAJFK7QZtJ0BPMAnYHnWzRc4CW0A3MAQcaKEkZiJmJFmZAcvZf+D2fXn325xWf/bmPlYsJihRApN/ufPjZ1jNPTU5Plme3WvXJUPzYL8CTYI7RoPfQweX3fuT55N4DnMbfI6oSTOKHjmiEmhjm++hJ0NQ3OpgXe4VrBhUQ+lhd15uSmjSBSLV/o6fpCd7aFKzx1ZVFObnXAf5iqyU710qEIoRIgj+OqJTRcWhH2hSNy84Eil1hGo9lACFqILnzFbibsAWVygkCpigxLi2BcGh7qiH8F2hRzo46ndA1nrQIGxHAieuu8ddqw1BUQ7N+ROsXsNI/oIYcoEuAUmoPPdoe/iCA1qC2y1QWKhn4WXSsYokgtYj33cRgvpgbPkd8TOUBzSh0rmJn3oJklGF6O+H6YLRCO16uCN8Pr7oJmQKeVig34k1t6ta53WcrhX6t9Zk/+09SB1RjqxrdpP0smwhve0x3Dcbj2Xyh2BWzEog+6AdFImyqR02gjkTofLYir6nbIKszoJRCml6ArHlTlacM18gcxR5xEwy0ZjpvweYJfUIl8faxDBq1h3c3NYnlRGEhfa9CC7i47aPoOnHy4kf0hvSqyF86swk9gx5yNldceG4SL3aJObWuQc4aSU4FOijxQF2fK2rLLc92JZhfMvYfH5A00kBK+316FOkjSZBGWhTmi8kvHMmuzLnMhA4FSToKyqFb+NmG9JYLCVjQjk8Kpj1ajRdQtFnz0UjgJZVAowC8pOJvCn8FSgC/DizJgANcCYAVRDzHj4NhjwWQjJ2cABcI3+9Ya/BObbcOhiAsjJs8yhhAGZlBoDEsM5gD5Rk+dTVwXgE7sAZg8TBOQUSMYQfZPl46UCCjYJnMOGoL0cAluCE5MAPdBPtEfozxWfswlNVF+EkjOqlkSqjLwA873gD6kQsG8PbhqbgHlCxa4hRcDuwTe4r+ReWSStjKxOmQnoZVYUOQVC3yETktPsEJTjbrckm6aknkGECmpl2wBItQUVfUWnQBIQZL3wBIlicgwy7OLEckbhVFfu366du/+uh1n4mH0nw2PcnzJS4xVCRHZFnvU1832C4HT/7i+bMfWn/4fbP25pDKEXUHZ63Tmzf28/zO5Iz0eE5RQ8QS3FKOjFpH1K2dg404GJce6mSlmZNBvIbOaa98oCgSoESJIg12bjbboqGJaQnsYeaHFHiLkBD3d43DyiEOBatMaERs+TQWMYDISEqallbRBA8nqWk0wKMa2BIsk6UrwaiZyY1jDjJHgSIXTcqH8pcIpdlOsT7EsqhanLeBuCgLsSABiqRFbh0dsmwt1U6/2O0L0N/VWk9eJq7YzJe1KOvWgDbb1IQhDQ20h5U3tj5jQqU1ZXdqylR/YrWB/m5kd0cx2s8/KYnnKYhOvm195Ob6iUsL+FS1oVjWKOgats1x1YreZe8UusaeYKhXKp/UndXP7DCG3oLQcbUyS8EGBqws73ZYUEyd40eBUaKqFtRIGzKEETtu/HjXhxSDzsn+3D3aGladTxMSY6Z2kwpkh1eTsx6KGYy8xh1PgI302/TlKmZVAmPDrBIVBJMwPqPW6hj6/tGLQmtSFtFEoSTZONzgyw+LiKvUkJ4G/zxQFmEYiATxxtvCPLfYyO2nN+grSQzUIrqueeOhtTapGN0bpveHCpMQcXE7hOZdXkwTyCAlWKznCBGVMXT4qAX9k7mYqiJirLRVpWBOOiZP+SzIinFDDmgDenmzI5hiaY5GAi+tBBoF4KWVf1P6K08CYR5mUAcI4MDD8CnKyfRzANo6CSCGdBB2GGUnJoGLZjbGQ91CGMd7AD+icDAgYqMlt7YysIRQHijZbuMQkrATQzV+OGBEVgK4B5JkwkLsKB8k54vS/Mn3SIQlM9BhwAWS7oSrwoHvC1nBkTEWg+xhl9MIHERVoAfx3UgPlsMSKzLQrBejv5TM4Rdgz4QqNomJwC4+F+44xnMSlw77nAkAgE8oFhiwcXdBBBZPQpE/ESNjvSg4GYgWPApZA5GCtmBCIu1hv/fGz63/j1/78HL5XE2tXS8LBEQKpNzOWr1RMUf026z8nDfmDz00GBSt977nTjk/WG5y7rMgG9kLxdBDEOSatRkDEWGgahiHDrgOTSpxa8UpV8YVdFLtYFuABcqlYNoVb4bA7igPJFqul+GpBVdW1TQhsWgR4ZjuFsBnUqOYkZnY/T1s8Dyx6Z1ToKpksstwUKbYFVCtWtARe5KJ3sUvTxArcertW3QsEVcwrrR1s6BjKUuD+fMI2TMFAUgPjzVSqNFRA5oSOjYnhnkI4HHFNXKgG7mewSRgPhcxu6cYcf9hssOuxlvmtegIbGdnx2khUWCxexPTc5jlwbkLHRlaWM9nrKS1W8C7mglnd0+3L5y1L2WrYRa9FGM6WwGjA7LzmA5IlJo6EXVDV+RStvCq267YOxk2nMjBB2c6hR0kkjODVTHdRWlIQTnEny1o11Qicc6XMnUOg27Aue+lLy4QmHxONdHC6t86mTEnhtDZW5krEa2VsLupK1ENa0KNKN8sieloAZkP4XoT0dNnZEhmXjx4wp0dU1YwPb5IY2oYD855SLqLO/aLVFa8wNwmD39UQJoXNTaHndf3LIrx/4YXOw4jYRTKWfyzCRb9N2Jb8oTklh8sJCLx6WIOsiAKKCK2XlEwAxcp48UKUZDAYhVxqhvl2iTclZ6v1ubJJ9/3hje88UWBNCeNBBoJ3H8J8II2RyOBRgK/CQnUFSZb0JhuJCARxkOMv4U7EXVx1dd5wyEZR4I07GHaxr1nuViuFytcfxhGOyyOxH3AJZ0bED/4wTA4riUGUgm32GtV3BWDKaMlEwu6Eok7MNTr8u/ozoZPlpUGY0d3QYwOIcAloQ0mbfykQSuiE1jRaumJDIO7w7QfqBFEQy2EAekgZYC6hP4Bl9pfxTEJxTm279CBeSAuIrHOnsZIL3TwhzsXKIIH8CdzAEPQFEwpHrBsD1Yjn8sxAXrgLFjmAdQoiHJJh7A+9/OrP/HOg/b6FqHjCR85n6xrfL/JjAIAONTPplVhii7Ptq2za1dvffHbHvi9v6/YO2Jr2xKpsJ5AmbTwNcIthU13cUCZlfUcDx09sNrJ2I8JEwAOQVYYa2ZXdJQf1YdJQCryFNrAPfSUuo9VCmgI6GssNwQQEzS1Lj3WFV+vHENy3xXb3kKaUMS7hpkCtDJjyTAfQj+JVR42I2Jwn2AqLkQH8raAwfyv3uF+VAKwqSCWtAmowagJFDuJkLbON2g7Kirh9yVsxU2eLDYCJzQyMy7RR8IdyjZmJToGensSjY6fPTs2dFmqu60OBy4pp67rdrZqZdWaisgOGshqVbOQHZzMgpdeD12LTrXN2Sqr2xp0WmM8hGhJlV60hY4vSLf9wo3ju9OCfswCGPYdbneX+Prgx4X06IekRj1RYwXR04kCaPI2UTqSUqBbdhozMM/kHFWAIE/4GMEclSYFIrAThpAVh78hbdvQuwrfRqAqypS7q5oYSAT8odmY0+shHTXLmBloUyvS6P+kw1dAf7Iy8eY5ypDqWTSH6gG/lgYH6dvGkTW+0tPQ3C6eJtZML8v+7A5OIn9k54PDz8hnEWnQNnl66EnkcU6NY1dNXgynM6KT8Nh+bDl8y57/YXYHSeCRxxo14tdeLd8kNj2Xwn4I+iC0saCDFGfzM9zmKJOnLDUxkU1mWXzYdmS/4JNieRBsb//yX/hGT5ujkUAjgZdOAs0MwEsn+6bkV6QEzgZE+cFVgi2cdMPRis0xLLrzUoDIqMkwiS0TRII3u/ukMhjy4+DMQz28xYsOxl3cvsWkrCZkqCZmotgdjAmqASiSjcGbMRO3+BXgKSkEjKoUx9jOjlLEWCF8UKTZDepSZuQWmnqbg/xAGEZwYApKBs7rTDKI7RnvjXoJWU5BQiQ0oCfnYoaAlYFdxA7cgqyV5daOrGM+LFk10QIleZjEzPxRMyog5IQrrhMId6FuFIEQ2RKAc+iqowCOsMtHtYGe6jzoRq6l7gz6/c/7/Ysv+fL99eK5BbthKWDQBkgIszNuIkI/kCuW/bCdbxfVEnVstX7mD/3ha+f3bpQzwtHkK9Zi4J6O3MYZyNkANTpSLbe1/vEIqdsHw2Jgtjr9vgoBgYqsIMiXArgLkFby2qCpEDxQ1aiZi3TFfvJlcHy0O5sff6F4jlJDfhZtL3E4t44CLkiBKKlov+2+YFQoy9k4guIgRrMAuOlkSyz2FAMFdBHWIRM2aEm0HPF0HzyacJuNiZaIhw66kD0L4SH5iCUF03AenzBoQ9ghaSg4wkxPdcGw1MUJDeoH30t2tVNFRANpEdYTX3eUMZ4uShY3dyflYjgi43I0yhE9r4Agc7mi7VzsPOgsAfqopeVCwnjNb7bDVqvEeSficvbzNj32xgvzG7dHj17KBn2C4hoplbKKnMItmP6ADChRnS1xz4VvEYJDYXbbvc16wG4cz92sb56375yvNt2C+sQBJTtq5CM7ndAmVQJxxIvBmTMhRCDijBfZNfVs4G1bdtHayKDIUT/ghVdRbcpXhju0BdKOiQDVVF4oCNtDKI8/nvMuhHwRS7QENO3wPJcLCCfp+87tGItvWbWh4NV0ngRBc9A3eCL055Gv2O7gMt7IyMM56ZBbosIzOQ6O4r9BKpAMkPHflu+gJfAbBVIzU3vLQpR1YHgTU3kOyNuBYu7IS3sxfVIlEAVwWRXrztx5EYRGO8luEAuBWMquXvIsW531L/zCe5pJgGjr5qORwEsjgUYBeGnk3pT6ipUAC3C357g14AsLPGQwY/dfzcW9POuUSzyDAdiOojHsAkodUEEIGEa5B+bjk0uh2HY5xITf6eAXz2BLFEVwBvAgzwlfsylJzGJNUjumAhZ9RIGuXsXp2bUB9aDICamPqZI0GvjDzB9TBeJmcuJBjmWcoZdLQB4WWjE7HKFsENzRoVgUEbAECBdqAHgA7KI1Eygh7o+hHgaFBcGP5yAHwXFghBeZRBTe8aH3SG/JwATwBD4hkteMHBBIUiD7ec16Zp2qKRBkTMU96wHf9YzH35ybh4fzP/4Vl4f9U6RSztnTyn3RECVrYqmAKENxBxe6pZMggZtlNd9+9puu3P7o8XmNdbm111oVnc5z07nTDm2c2vEf766XNZvysjQjzYHgkaQ9Xj8drO4EsMcbihXS8KV6Fs1tYYG9FQhPrFQEU0oWV+ofwZ18ymIGNC5UCeE+YSUF8dQ+pnqUtvKnvpARMHV6xdBmFbgBtED9GFCXLki1mkqdlsf0znQIDNsY3qT0HcSksULsH2vQC9EkKQlFbXLkhWrBbFQvH3APsCuolTaLfvGmAUeCisV9w9FoPp0D9nJciAjuPxy0N1OiVhktCrmHHwzIfllaEaz/1AJPIdzKCJPJMgJEidzGKGM0OnqaKlZnPBgtqvWHP3r+qY/2UJCOWH/SahV9vKFcDow44YODCQD44l2hW8oLC29CLKwRXy87VbmanNUn0+VkVpfLMa3uQxFpyCSRoG7gTmrML0ISkSofm8yXkwYnrlEUBvoH/odKRjuwvl8nLtb2ECCp22dlc5IzmJVEtB4yp8VQU5m4A+hHkb5rKmC+XRZI4amNEJT18b1Q8qmN4s6LT7zPEazYyrsMttfFRTQ0eU1ndWx3kobJ33qL0RWAxUQy+4ylwotUuM8TWfEfgGc85plF7ahFsReSSzzwT0OyJKcF6ZAcFIS2yF3/n8UyDF4mdoVzypP/GtvBtlXSFDhWwSE92FRSQEr8g+IyfUC38QJCNs3RSOCllIBvcXM0Emgk8ElK4OxM8HdeMqjis+E46KjXarFWFaVgXroREqjACQLgAH8xgnPBWlD8TsD/uCzw633gTqt3eOVBdgYYj0e9fjYYjHGwbrcz4CeeEgARrJBO4jNagtaxWDIgc7HdDIcDCimKXoERNYCNyCRQPmXEmE8pW+zFPCWXYCoM2DomCSwZisUA/Rzg63AefOLfgsai6zPU4l6gEQZwDlIIQDk8CZzjCB+Yn1soIcJuqyVQFiRJBkIM+eA/XTd2bkjcw8BqeBw4Y0UhuktsRpsqaC3ZXkqPc2C4/6C+8C350Xja20yYFeiF/znrcxUeeJypCSqgVLTpAkuB2/CQZTj0r4v9+aXHFq/5LJZQ66dcs3a7GBbt4WxRVmU1r1CyzIUyYUuJk0RPrv6kPlaVT+qzzQomYBRSHZH+eUoedDf0vlTHsqQEJywkY0KWlqqP5VkOQZojWkTJD5mb4AELbQm3iVSYT2DLBR2esMNbvo2ORqe8Wb5MtKk+61I15kNks6JXsC6cLkHL6tEiJ7KJsiAmVdYUbg/ZfXPKDX8VEiTE0vj5gOREdqkfYMu1miqYHda1R7/e1OzVW89nrD1WY6P+SL8qix5Il/kH9sXl6LHscz6t1Ejo8Di6lQvmP8KFqz1G4Wy3Rm593UUKmepiq0Sv67UvHY3Pzqrn72XzBboYQqQvdxZ1p3JZBy+WrKzRkgJEpqozf8ACXNIWve64wAtMX6WyXt+bIq7Cikclo6vaPhxUPTqlL05QVT+1k7i02lZnYoPuNcw7g4IgvM5zIF6UI3zGeN9Q4+mIzCY5zwea722yXA8y0C+TKLQOjQ2rVIojnK2cD6Av02m5mz5D6r5cSNiknKVfzsmbMsed3Q35kuDF80jhq4SCE3lpqPQaWgUTQoSuwae+ZBoXUjrbM7owdSSvuRGuh26G/JLL7P76HywK8kYwmpqA91AVwykIGptXDVnogci1P/5ySlgz/r+tcVzUorBwaRQOYQWTe2SNxDZOsBV5rLW8syXw18tVczQSaCTwEkmgmQF4iQTfFPvKlAAbWDL2McqzBSYjoiNaeBGgAJRYkh1iue/h6Md4zICcxj7B1vZLv/yrqPcPft//dyVYJewhIIL1AyM8M2KwJIPx3zHQgo0DSoaJOSzxjtcxiAMG5vNFQO/NYFScn8wZnsVQDtLCLE5ipAcRMtoG6nFkB7zIH+Ab8GokdWBo3sdpnaUFsC3ygGnzY9iW/QATsG8FOISgogVTWhmTRxY+URiCAh+O9kLncPR3rEfnWQ+I14PvikFFtdLDGMif1RTWH78OfGBA3Zietf5rNmayYjQcnJwvH3yg++mv65bzO2whgPYiHg3XZuAaUpEBLbKw5inlJrxoaEZ42LQHOZuy1flBbzUZEHyeO+NieFphsSQyJ0gYTii0nbMRg+swmHTZGYD5Mj9BzgPdsN4CfYVGQaLALSzgiMgaYvlUeoiVmhF9VckDM4MhBKzAkXrwhrfPdl3VoHucixBElvfxh4Hhfj4w+GlgcwRMNuqG1raCJh1CByNUhehRcMuCZnCYmhwNhHT5iwaiSXYNRWmCPQUarZJwvungLOA2QgfJI3QY5s4uPT5rcEG91ThYA4vDPcwTJ3O7DHcSkvqNf5ZBZpk7wR9Lx3+mvVpdcDNL4REnGkTZqktCIDFXlmmY3+DqpceVL0RrtiC2Zr8s81963+TojfsnnfZg0M271/qbO53ujK0OhNAxh7OsUAKogW5x3AP9l0TL6vYIOsP9abl99jaBY/cDAvviRJfkEYLkXUlY324p3NXRiPKpHNfOAMQqd13U7Eh2aduIFNGPu7wSBIuCCkodMkDW6OpUB8EDppktYN+yPm1tZ5CimaGAfChdMtBE6uLcIMstn3MFty+2kq+RF5EoNSNPuUrMmCn+VND8laIkoqBo4JQ7Mvm2Bh9RoskuKEtPovaU4DUuSGAvJVmqu0WYxUuSx38brj3nPwhf9Ai6tjS8Z0V4EVIZPOGfFlOZBJBSKMwYqGNSYd4XkmpOuDi4aS4Kx9uq2RL4QizNdyOBl0ACjQLwEgi9KfIVLQF8NMS0MbAxFOKSwSJSsWEAPcDHt//1v/W6173+1a9+9a+t5unp6eOPP767893/HScMfj/4gz/wF/7sN3YzbP/Dfj/HEH7AXrBVOSnZd8lhkiOcf3AeIfA/bt8J07dxXgcU7g1HH33hLoNsADV8uxmhL1C70CLADCRk1XHbZY74nWfdYkCAfOKuACvXWJRXLqHF94Zh2sGduqSyqSfYkKxhQg1Mrxbg2B+3QamO9nHuV2KZO/EYfABIFqqS0zjrkOYvRT/FtAiA0AujxaZSGYgazAGwRCfBRL4muCqIeIvacHBQHh2dEmAT7JJlKkyAe84pK31ATyzErwWLNPiFLLwX+Wq7XvzeN+xPz87e9178+8FIWHZZn8r2UTYc/t5at51owaq9ImAOaFhMhJkamN7PFquKIPf4tKgH1Gy9TAijsJeTJlQzS7asYAdhRR3lIBoCuzhQm5bCYE3ARLjJI/4S6gSgFmCLvkMaindFR6hnsh96FoAr1VSmmbxgbQiFktQ6UmT4nqRll+qZyNjmFvZSfcWRZHLRjVKj8CzaDjYJcEMBlKJSEILTOUu/e9A220/jhcVWyu61zKzJlO2C54vxCH9+VxcsFwQHBduBnvtE8KGjUSMWBjipAS1anK62Bca3im5npvfbdtph6S4WdHemm04WhM+6c7f+1WfRrvoPXspH+RkpR8yK0MXpGPhLMQWwIWqWKy5Aldxmq73YrKKPU9vTH1184OnVSTmKjkOhdu+dQR4eUo+0h9CUwFzEhXBcjaN4d7/UWUUOaaMB0qtRhJUcSVllsuwwq6PiEdJBYdTDJYRMMvA/tYA4lHftL1Eli2BtgOAgGLIUbvAuBHr2ih9KsokuDvPCrc0gIfspn9GXvEe5pEzZolK+hOSR+UgYD7mwJA/6CS+mz0jIVeqVkfTFUnXuN60fkSgKsN8kmhK7uM+Z/48uyEdxZpddX3PZc5aA8LoI0Pss8Ma7zQTBhnWQCW/4hZ7FT7v19NNPNcsAbIXmaCTwUkigUQBeCqk3Zb6SJQDSwnEDA7bgVvsulWE0ZRzc/PEv//fe/vZ3vOWtb/0368fUwb92kztf/dVfw82/8Oe+4ayqwFLdPr4muPUviCITeCYM+YzHQrvdKB7G4Jhld4OwDUZ08IIuIH6hGOiFEGnT4B9DbpiK8dEQkWhiZ5Gn4Bc/cELwxyXOMTCC74ZwkDPKi/E+IQfBi7ZtGPGwHnxEGvEoV7DHLcA0V0ItCncKw4MQMXnOGlwERD1w4AbbARzBXrp3kx9cKBge9JezBTT5VZSBmYCin/vmLjFatj2jMfaIowNjCbgAVzWy7sCu8CRgHHzxIzjB2l6xPmN29eHR+Ihtp8rtuk8yoH25qWQ4asR8i5VELYj1jRSNz3csdIwQrCRCYhrg2Y7Z5dmIl5QY6xG6FnTmVTb6WVFpsSItRj05FIRSAtbLNE2DiZRlwTadtWaGAWHT3Hj90I56b7i0V/XIGQCT6btFZaSqHT2kh/OJUxZpKbWEI7kb5lJxpK9PUTQIfCQGaBPxpCltDtKRTJuuYgTMQ1owz2Nu4gBvH8DozQO8c4TGnUldcisb5mgF63ozq3HEytpLpEzttsh0SVfUA6p2wQMzBuvtAPP/ZjPSI6u7h0cbMsFtiXZ3ETyxPVmNvTm51/7oR07m5fh83n31g9tL46K9KoeMSCYlWqy/UJ9TkLl6/E5mzn4cT7a37tXP3h2w7ICq+XJQZbFlEgKCijM+uRW4mzPEyJVTW3wiBxQq1WnTsNKD5/RCUth6KB19nH/WrNCmkmoBKCEEceI+jkLMQam+JqHS1+xx5oziZcNzVWbE6OPg0A9Spoawz5IOyUeCSGiyIMUt597gxMaP7BLaHenk4jLlJ61HpFUKUI9qUXXu7XJ4SsX54ideEM/jiMTUic5qdhlXbIL5KDkymFGmpRmqu+dRARgnAxzzOuC3yLIaF9EEEcmbzD5Ltw5q6YObVG/dBANVRM3RSOAlkkCjALxEgm+KfcVKYLRXnJyWAlxGsAAbgq3t5j/9pr/0dV//9f8m0P/EFUUHuHHjxl//tr+spRzP7l6Gb1GMn3zonA40ScZerKJpVI2SiZrSv3XnjDEcLEJKzfkMzhdmRo27MVRnxiwC7qMniCWHe0NQZr0gMA4Fbnp93LMFP8BBy4uB3IyBOyHoI6Eh3yZkLBdnik9IIuJM1skdroRSgAxSYs5GQGZst/GQJxx9jjEZjOH2SugSkDMTdnHSaecVWwRc2Lb2Rnvn08mgn7PLwQMPAI3xPCZgPOxYU5K5zZmQUughcoGuHNkY/gg4NEPDQ97BE30BwGf6ZEkUnk37ZDJvs/ky7aceRzasy/otlxU5MQYzDxCVE8tHjak1ZVlX8C4NruME+hJip2RUNa4Bygk2CfYDWbuIl7u4B2FmVuOSWxkHUmMxJQuLCAg8RNuwnAF3CCaQYBuOXSBCJuWL7CQm4ucK0taISwpP2Cskpu5g1aEOgDcbBE0nEVOESLgt8A0XHk2zUErBdkL1IKfplR8KDksr4DMSwRV3EZiKR7ko8VZicoZgRKgyFFnkg3BYAnRasF5V1K5ajtsd5rAyF5pvWNSyYFUGnUFTMbJgM7X2hOmUTuejNw6ev3dSl4P1Jn/0WjUeFeP1csTygzyTEj2napfgxoXzKIR4nUw6z99aPnt7+cFn+hWruKko5dqKqeUtnFrbj7xtlemR0Q/tu/xRTxQKuh1PY3kFIZv06IpFwCR3WUCk7A5YWQDwR1PA14cCnL1AHbI0NSN7OoeNSjk2AOXaytzhNLp39E8T8QCObCNSk96P+IpMO25396mT1TKH1eKC9PaE1JQpK/cu6s4LYLpdZ+XbLFxT6105kcWSfKlTS1l69KkdOSvBY/KGSiQVu0qw4TMfwUWkCfGgA1gNHyAcn7rEKHYA5s1I5oILVvmWI1MjFy+k5fuvNJujkUAjgZdKAo0C8FJJvin3lSqBz/sDf/wnfvJHzo4nDoGM0Nvtl3zpO77y7e94669n+P9kKvmud30zyf7at/1lBsbVagGO08uAUd3tVHHRcXpBAMKgy8gJnBBvOI6WCyL8ONYLs/nCxixeh4CoAYzi4NwiRGl/MiVUHxP027wA8a/XU7MAK3W1ACkAIsglUS3WUTYUMHbrhE1KzXWcJMjgEw+KjlMAhwjJBIEyuBAOiH5ECYvlalAUy3XFLgmGPKU67Q4O5IBYrKpgWSLJk5QFtqwWnVUVseersi6ynJWZyx5BJwmNuckNFYMLE6glHNSDeUvZlUn+xFJgCxDGplVk7hAMDlqt8uNbiyLDtwr78QpzPdk8wHZAFkPNAC9ZsGrUGbzzK9SVzgoHfcGNTikQ41SZg/sQHD5ShG8F/3IXtEzDgPVJooYWXULIiQD0WyH6Kt7xwFI2sYJZn2QExkdmGt/F6ULJaCjN0eSSqo0L7qUhFCxKgcm8A+wT1VLraOKdVqHYEXZ0GWmkg9IFfFyYgZ/ISotSIBAWKKwCKw9ml8OkYJBYSvj9K1xc+8fd3jkzICyGxkhPWVjyjV7LulgmRlZIJCmhMECGXLWss6y35Yq9FFgagOvMdox8WZSNKFj5TZ9YbdgigBW/vdbpZtF6/5OLW3fqRx7sPnit8+i1/rjI9gYsJ2DNCJz1qlV7UTrXcnrWJpzTBz66vjcpyjXTCqlm1s4qRrPaQ201qmu7CDtFxpxba44A8ChZ8BZpmYTJcOinf6OckF6FV7+jVm+Yw60+csjDSR8fc1B//YLQXpjUsn1kI9rBLxixsRQO5KUXL5XZTJcYCiL2lPS3uylwT68gmXwYbWeZ0VKWbcbUoOSRvLX1K6HwFy+9a1I7UzyOrP6vUgjxMpsXUvFac8c6mF3u5UJmFIqkPTi1MpE8io3E0jDZhcEi3nm5RcdjQ4V+6rDwwbRbLB4mMb9RVDr7lj//tV/1VV8DneZoJNBI4P5LoFEA7r/MmxJf2RJ48x/4gz/0A/+AMdFqbFpf/KXv+LZv/47frOH/XxPB133d1zP6fse3/l9FcgAIB1lwlJEx8ZIGq+CoE7MBYuuUl3Ax1YZNlHBhB2UFRg3Lm08DTIBHGLTdDwrvd+7hdYJ7fWe7LIV2+HOkVa36tIPMNiByUOwOYThSGzIeNAD615pIWHiKZrwnBUdgC5OLEKAtxHIJLX4Uoi7nLbghPADu7u8NQY/A3lW9rHqoN4bUzNmpOKzNi8UcJI7TBP5PmH1Bb9PZHICFmw7xRcR1+m2AqPDVONhsT0V2oClKoVL+WhQEA9tY0/BhcT5EtOEWWu3f8/rR6Sk2/8GN28fA9EBzhtZnEgCre6eXEb9m2MdNCKgIU32y6r6PT3MY5S1GUlr1BU0alQVogGMBuoGDELVy4BDWg3GpI/ukhhvNotxk6DPjnEwkQ31wjzCUAxqadJq6ZRVBi/UUoMDSRbVRdcUb2EtFJEIItTbsYYyIIWJ9YU2ExlIUWdDliG5jK+CoFk8Rju0WYDXAmsgf937bkaTIT2OsXisokOiFkKJH5b2cjSY2OPxXVYe2Yg0D/mb2Edlkzy/AIgjfGDDUGb2R/tU2ThG7h61XvelyQSvuIzBs7d0OvmZL1uLSmztb5oIIHEp1jPkKskQjONncOms///T6qevLy4fdUYHWqhgR7KzsoWWcnG+Oz9rnMyJxEgdIbx3YsOul6ts30WXsc8rCmJUkeFH/sXtQW5c88EM+uiKJqLON6YoPuzlXylOtb8TuDMzfMEvhznHR4kzQ2KERWcyNxKycncI/DjlRynEDecgb92AjXkNu8yrrJe9LlFjnK47UT60PN/zzK34uEkjXov1/I2Hv+2e9SOkDGYvzmP3x2Y5I9INgzJuQj2ogKeF9SkdaEpg96n+B50nKNcm9K/n45NqDT0olj9XxmfzYc3lF4Md29c3wCU539HMm1tyyxDuJgvVFUzg/P9vfPzBzczQSaCRwfyXQKAD3V95Naa98CXzJH/tj3/JN34hF60u+7B0fz+P/N1tL9Id3ffM340H0sz/7s+/5l//yr3/7XxXv6mvueA8C0ZJtjEhHV8FlG1Skd4YjriGAAHzgU+AbsX1ALJ7j4o9tmXzd3ghwzuLZ7DAD9FczVjd2xuNhOZlXFaTw5gCD6rYseGXQT+O5UCEgyQ7URnhQUSRQxqE91VH+zAAyidGd4V2QsgMUuE/kvd7l/f3rRwfHZ6cv3L1Tt4nwQ91YyikYy4kiDgUAE4hqw6rfjPWykMOZuBjmTIcsFrO9EZVk318KZa81jO7qBICPBDk4pUAo8lgck/jSwI7Bnnu9VV3Op/X0pH9wdHTjzsnB9cPTk9MQKQJGEu4hlfXarMRGvBt3aF7nBWpAxpJpFSu2CIC57baqS4z3IDqEa6H4DUWcHOpvdWECA79ARzdxWEwmYyK1VtsZXNMqCg1kFJMOqFQYl9VSREUumfA+5mfx0Yptbomvw1JvtAMS4CXE1ARtSVKaGEckcKnoK9ogmiC8xYKFEIP3+AnqEqdoVn2ggyE93cqoRxdtzdqQKggjc9qWa/x/8MuKvdJooTU7AOgx1CnZOWA12B/2qb8rH9oFC5eDQffGpgm6m4qVvqzm0DlKk/9ssxlv26wcgD6R9eGncDnFlvCruQZ3/MKYdUGZYDdgNl7rItDJ89t/+aElq8JZAKBWSGgZXY3Yqw1dgSTieHq5XZPuw2px7inSJAm4pxdGpXkdFHeyZ3uftkRkvDS0JTRMaXehoqgxMeXhfA53VdrYzYBUWcc+D1dMVvgmIjf6H+9LEqzZqQQPUumpaEhTLnRS/0SeYTjnEk4jiyKP59EfYHfHvrKH33jvgj0/vGk2i7SkeCXJGHniUh6CiWAj0TIxPxLgR064iN8XeeVhOuKplKKs9JHy8dz8Fp8IpnoitN0t62izkEAlAUnaMjEBIt8KAt449Y1W1fPd5RZC92ZI5qmnmnXAyqo5Ggncfwk0CsD9l3lT4itbAoD1p54//Z0IYAdl/Ig43vHOd/7+z/0s4KEjK5/hqwNqwSUBLBx7lYJTVwJWjZjAO0QKSsoxJ3vGL1AF8yWYBYwFAsOYyUyBBmwd2QtiNxJSPcuBmFwDALXWAYoc6S0CQK9pmLE6oDk3HcdjUAd48euwH7BDgBpZKJckAgWdvdfgP+3DvU5BMYSH7PTuLs67edYqgYWAaS3g2uDZ6xZkCw3s/ZqHIQbO6uD0AehcaV5GgdGHoIaH7RyHKKpAqtSHuICpdKECE2CDm3DFmmfQODD6+Lh9+zZ2yN7J8Z1z6J6eU5aATvtjxPoE8mbDDqivx4Lkzd5ecfXqQ6enZ5fGB/OyPDk5wVZPXREZIkFICA/8rw1fMI2xWa2MhhC9YeJF4NrahckkZq313vCAhsR7iFvUGSZz1kqquMEuIJy6bxfrEqwNt5wT9wn3l/FoYPBKHbaAwOgn4F5VL/ZPYG9oiCl3dShk5gWankIMiC8I5Q6ilGMUB+gAcmEtOFNAHAjceRUSh0kd53yUR9Zx6hRFUtQTPJ0oiaqykITOefPO7eVkMcjYeqLLhneLumbShu5Cz4pdEGz7ut3hl67GjM9s0647HZY5wxnTPuB2giDBdqir9I5WwX4XdDDvQbJbtXv3UL/aLPtGfcVnzSkXlJR02OLIK6SGwKNGfPrQRxz2UO9QU4RLJRUR7ex9uyKzYZEKRdqXw67b7TAbA2yNLIH/UfjcosF+lbA9edS4JI8QfRXUlxBRvJs0MSe2NJoEMJeWJ4kdxvsUYZukGYtQVEjLHeob9CQZBKQhm9CGOs/iiaWmgzzmgqwP/AjK5OCIV9WCBNp+wp0qOQ/VW0jhXxyc+BuZUx2Dgvmscyo2UdiVIJVd9tBpgza3+KZb0hp88x+ErJyHJK0i57y0lJ9YJRX/ifiEtEzKAU/8ffJ972sCAe1ap/lqJHB/JdAoAPdX3k1p/1uRAHjod64qBAx93wc++vpPfYwhFRjHMAqcvjh2IAbzNG484UqCybYLeOYHlhhdGVcxuLKj8HJZC4XZgxZsA26Elpt/ZexnNZnMRtkAwBLDuIH/xauOyYIZYU7AU4d+B2xRFYO2VlQGckGY6Egk5AhvkRAiu8BaECkC24IkybzdvnDrVj4gpOdwsZyDyFjfKWLAHEsUI8PNW7A8A9ew0G7w+O8vVmu2Vdg/GD31oe2VyyKLXg/jPPZgPc8Bd6EDBBiR3QR0vBRYwUiwDIjt5a3ppK5mVWuzz0II4Cw71Io+gHIa27H6rnGvknzMRTz+8GOvf/1nsS0BIPX09By2USSIVYKz+2pVEwxzMZ8BHZmmQP7ktt4YyymUH32GADm60CAGd/ECdGLDpyAiACmdJKSwWMOhQe3B/6JUwu+wPIEL8kOB1eC1ShrMShdBg1GRqW3sSgPqqKNGNEGqBiJ1z2Bv0lbypRgC70fDIF6kS7Ae3N+dKlLiJGZeSccwew0ESa6So07CLSaWIIQm06cLlWdnreEQx/gWDVmyMjfPK6aY2p2is6k2hMUEcDphdVYtF9vNARu2QWlZPTNf7bv0gxBOLXQ3uHOlBBrJxoioQ+35VIUFBsR5pau7TriO+SuahG4hJ+RJFTM3DY0o5N3HyiEEL+6Ff2+GMoNgzCQmTyiVZmLJAcJddvDtYg4KkA85jsw2Q14I2fxE/oEjKm1H5g4vDRpKLAWJ3REoyDcEHngTrBClKkhuhwC9YfuicpOREnxXXMyDosTcAq+gxdJVrI19wr6aPhO/3A6hyJw5g7j1S+VYnBklLR21HC/IxSshKTqk1ykZvCU6kdaUkU/KCt5L/ld4b0febPE28YiHUZb8ceod0qUyLGh3TYtQSZb0RFU5sU9HT6cBVffQk/klNQ1ixYMpy7R63m6ORgKNBF4KCTQKwEsh9abMRgK/kQRQMN79c7/0+Z/7JkGMKEREDrxmRE74AMADyIh1ug7JDOeA/j4bKYnRHazBj8DbPg7uBF1PgCBAAaM1EMsw5yB5DKEMyzqHaLnE2Cp61GwMbmCcjgwBTAAFgU25L+skvvgO5BCgwckISweLYOoWHwMG6mrNll7zZd0F7uNzVFVGxgn4BorSKQDTISiExaWs9wxEACwcFRnO4qtldfP57Hx67lRHBjhzTab6kKwIsinbClxUjwmPQKxR22B/MQdM989Pq/lkuVgumfoAEVXQxcIcfjCgc9B8pw34rvFTZzJgOpm/6tN+T1muLl0lxs96US7e9NmffXpywsWiLAdZ9nP/4mexegPv9Y8hZCXRVPuAV/aR1UM/cFKgKIAPaFJ3IWGTaJoqCRzFbOBbuAbisxdbuag3ne5gyFV3a2BXhb9YVIWzNs7jcI03U7iwI1TQM7ASImIqGNDAn3BUfFKc8pV85IyGZOaAxilrvMII3cOuuk5BAADRONAo9Gsnjn9a1dp1p2HyUpFen8BU+MtX7XoFfyzaHuV9VjCgNtgYrNbYrAZwSN+hJWx88ShBl0p0TmdCcEhbozAdsPJ7RV9EJ2BmplWxmsOJFDudGy6AxpnXWm1n29UZU1jct0+IMO1k0cBUhX5LfWn0VDc6AiekM5FyVwYyQaVJx7lKbwgCgXfc5ZfVvcQodeV5aAuCU9fN2xZmkzrsLWlZskk0sSGap7OZQsUJVhBwuPdTiNd+KgDF4AGPwS1NTRXIqYLBYxVwiChbs0UTQYsc3AyVmFPfDG9xBFmrBz0pKxN5JDl0NK573x4vQ0Ez7pjTUjzg2e4UBEjHHRr7IjGCoNWtDMSDLctJmeMmGdK3XMQZhEIrtCApS1DRM+OH8ClPTux7L1bDbPwDMpFsKChOOTzdtv9z1gFHNGRvNUcjgUYC91ECjQJwH4XdFNVI4DcjAeYB/vGP/NiX/pEvYugF8xl/nB1MiQoaWBw8hBkVyJiGVYZUVglnussAKcQ9ACyQLeMzKBZsxprPVb3KhtmKPbVcB4sr0aaf5Sz/Fb2ILWJ4DgQPmw7kIq6460Wc+8A/gYIH9z2lAK2AgODMxQliXd1LQAgbIizixHLn1u1yOgOCA6Z0xwBlginJKY7E1xtk5FKEjI2l8LfI2ButuDc9Jn7RL713+BlvLHq9GfCqX6AvgDIFSbBsoXAQTO5YgmDiFCZhbH1YzrJf+NmT03PWr9bTEnduoIkxLrNW5mQF8AtC2KdxeSLOfFEMD/auPHAdVMSOrzAHxsmLYjAcHBwcas8nNg6awWr1/vd/YI001ayEelQZvLte4sOCPZn6CE239da7gGgqhxjlzCmSgGOueeBOVS256XQG+JCNx1g+q1JRGyyVfYlhNVQ7NAP5VKWCa9zl4Y8FutES4jks1IDPzWiEL041xWN9y3pTWLOG0Kfb8It7D2JDuljuaRGYjM5jTxC7gZX1isHhZ6kRXf97vZ50E+t3a4I51cdXupcJyAOkhGGmKHrE0XSRNFopfayiVZA5DxGvC1FabHy2qVrFfofJAML5C/2FwwERY02wSBnJ0J3rTft027pZLsuYNsL8b0siLXoQEohWJSsiFAQjXCG7eS0H7Uh+xZck8G70AR65HDmmF9CXyOgSgp57lKkn0zuQpL7pyFGKME88Kt4nBOEvWrcdm0ooeGRNS2PN5gkdAf54DSnLIoNVWeLKFoKcJxRHX+AGeXCmIq21DwYtkFyRmbtyTheU0oX2YhV47p2g5Utt7h2KFrWnS7OI8vlWuok8JCVK+l1+T9MvdxQFVbM7RQlqHf4HcCpg9yMZWZAfkyldW0pdJh7tasBdFEA0JhP4LvgGWH2fRzNF55cSN3f2C5zN1GPMEf86fifcKalmczQSaCTwiSXQKACfWD7N00YCL6UE3vjGN/6Hf/ab/8Zf+zbsyJrqdKHmENAxeILPBIKikcANOr7r7c19kCUgj2EWb3L2mSILmNyQ+zj9i/i4wRANOiEuYxrdAQxBJQyElMHwbSEcyUzvGL6ztkbCNMgHQhBAMAGhN3wv6wH557qBbPBQwjpeUUJdLuYLqLG0M88GONYDpRcUyAwEyBb0h783dZnNu27+hDXaNbh5u08trl5++KkPn16+hPP+mhmCLJNtvStw5uFDFCF2AUuI2UTaUbO4XVfduy/07tzeVFXB3rW9weBofzRblLP51DWpG6zY6g/KAWgDms+3J6en1bIeQAmTtUEyiVkkQqNqRVEIkzr9K1eu3rl78uwzHwHp1mBGlhpgEMdThm29ihwxAeFBn4jEgEOxPwOQCIP0rpEgC5fCSm35LDXWBK0jP85RNNoG9ci2EIxTN7GUkVBRHVAKuM8tT91AQODb6lATcBdPZtNy21pgVQc343qUxAJggyj8iAnhybim25qNvrgAA4LTs6ycr3Du0ekeRkjDQ+tuxwC0Ma8xODwgWsuN8zuXhyNw9azcDMZjJjeWLM0OnvT4aiFCXZaQJ2Vja1+xVH27/Ei1ue5a3l7NXwv/rvYg68w22+lqU2J9t09vjzebu+vtFPTIooIQnSoPpaf24ROVgBoE8ei3gR8RvZMhiEQ1mF6IwBCb4jSvDSEKp9mAy+xh5poKmtJ+QjJ6ipM2eNklsbazIqdlXOqbgLGfFEZ1cAiiy0kpzOfp1VA2qr+BdxE/j9DMKJYeI/1eIHqaGP0QFY7blA45NQLzIl4KMKMvtFWzvjvY7xcpfP848X5Kmi69iqQ8jGfx7TN5j9p5GhnjLY5CTLtD//EPRNajUG6bNzIHEe5aaqpe+v/gtUqS/yTMFrWxeaiZuk9Q4oR/R5SIKCIltyWeuJIdaDgvkwq0FKixS/rvqEclpTZHI4FGAv+mBHgRm6ORQCOBl68E3vGOd4YV0SEa8zAQ0SGaH8Z5/gAajvDCTWyZQkYBop7ycRiHnbqB4UlFUJlkS84MZ4OpE8MtUULFVaQRtGB25tTxnfHbe47fUYrFg7Ycy+NUHoSSHDHIh21byAXWweSvXwdPwNllXYELN6wFzRbLrSIAAQAASURBVPD67uW9gpLKOWt6gczgxt5gNOqzO4FYgOI2eQH+39ZLNo/aFJ3s9O69n/nJ8fl5QTAacAM0scP2u0tmDjwXZAMNrTQsq9EAKrSb92eT/r3b2x/94dvE6pwvusdT5kFae3uY8i/1+0OmQcJGSm20ewtnIN7tLBblc889t5jOJyeny5KwNyyjQH2Z8o8Swz+OQ6Dt89n81q1b2p7DQg30xmnk6PCo382PDg5HOatkiZSDJbyPilHXqB/49TDRUgNCwaZYTNusimaRbMhdj/xWm7D2KGX4R4FZkTEaEPZ44BRpgYzcImYSKl20t+0JWAemo8VQ6YP9y9cuP3zp8FqRH+TZJRQ6+KxJTBBVYhKhHPBHHidkolGpObqEmzID2DcLJjXW1ZyOwNSCytWGnRCqJVMirB4Gz7UK/JharI3eQ0E4rRbF3vjo0gFaispdiN7ZEzbUWuHBhRA1JKPZUK+snzF9suoNPrrtvtBqHXc7593evVbn5rJ1vu6eLDvPVZ1nqvaH684L6/aCZmelMyuDCRCLXhjCgfF02PVSv7Sj2OXpCpFGFmx6ZjHSElSy2E2QmZ4/tJI7l7n2gYwEldr01kyChSZAbVUVxPRwq1dUq04QFhqQ4KAkkb8lRcpQJqLX09+4w2GykC5NxlsVygeCsC+2ltGaprQmgm+/4Eydza4aVYiaqZABhiW1O0Gx8aXw2trGC8KdXYHW5l857I8mI0XindM4s5yogYp6+DvF8+A+UYiUpEViUSDPgzHfKYlCNmWRAnL2rswaDRYdnmo7BcA/HCd/RP+cSiBajRxaKMhg3cm5Ux2CLRK1WifHx/9KTZqLRgKNBO6LBJoZgPsi5qaQRgK/VQngCPSn/8y7/uZ3fptQxPCLjvOiuVjWCaAHbDn4gn5ERiKbmCtwECb8/GwRjvWOxwZ2BNlh9gbU8lT4Z4QZQB6xOMOPPExzoCuHeYGVgz+nHGSnoN24zhCuB4JwwzGdQqEEXx08fLY9Yj2GIRAYKgoFVoB+2ImXvcC6GXZ1QBXrQtmAiQMYC6PzyYwz1JJ+nmuWBjDjINQTK5P44SuP/er7p/v7IOoFmgL2cfQXVhkwmUFmfmSY+ZDwi6+XVAXYjS9MfnJvM5u1j487mP9nrJeYTBeL+ujoSjlfntybwDyCgj9ER14mHXBbGo7H4/3Ds/PJ+dmk05lgvp1Pzy9dOhwPBno5Zf26rA+vXNaGL1ozmg8B9QfFEGpMtEwXpeAO1pGGQtBvQ1SlMdj9zph0wGGCIsVGga+oABAKxAsiF7UjHpwoAkWBaYVzFAObtIdNz6feOwqJNC1COe0/dv1TL105/JVf/RWUKxy7cPY/HHRHLLClfqvNfGGoo/ZwwAzNnclUQGcPEVCLktHZ3KGsTSDOctufzln/vN0bsRC21SESaadTELmeiY66gv9Pfd3Dk9NsXU2Orjx045mPGLSp3a/Ranrtfoc9AFhbjg4RakNMqsT8RIfNgnsbrewohzgQUSW7DF0InzarYEweO2vEDpIpnuNkFPXGvkwabtjPfIYOHBS4F5AajdVV4SxmiLW8alE4pShMRMi2A7pCIUbIMw3F4nNCOi0HnevXj6blyaBfGEyVUFDUNtiK/eBsJSViD/edwymJI1gIIBsvgkIEaPMnw+ZWN6O1ISi/oPv0/viYqSGSSTFVItKTgTvKwUck44qvaFSrq4gkBE1L4tsaRYkmtVd5ULAS477E+YpfE3jLXz7ikk4nfI88ULNGvLO8PnYsqEViUlquHAa5lF1+bKxgU8WGZDDLK+MclP9beDdSQbj1WS8Tczsd/lehN/I6eJ860MfSQ/lpbe/eu3uRtPluJNBI4P5JoFEA7p+sm5IaCfzWJPDWt/4fvus7vpVR1zHf4VxTLgNvggAMt4CnQHQCAMyM4roN2HexvzdivAWfkS8gKy7sq24fb3Wwv2O6KESoIi7DgBm40OHf8ZtxndJiiJZujOhOMkQhCT8yeos9cK3v9ZfVmsCfRI3HhZ3lB6A9473goLI22D8LMLVodztlNQfrQweEF9E060ooIxAqWJ1KNJhlhcuF0I1KEds0H86ms5/60b3RoPOGz2oXxJ5Z6kues6MxNY1KACwAfDUBbTKYzgmP9L73LBbTzUc+tDi7tz2bd2+d46HeGhT5ZDLZHx9Nz2ehLaCdCDVhz3WfLAzIi+EQC/7g/GyK9Mqq5HdvULCAFp0GDM/0S1XXH336I0tW0wJisPB3+9BYVCs8b3AmP5+zkzGO8/02t3GBQRfp4iAEiHM3q4o9dAk7I3bSO0UYbEOpJAHoAakkxBdKeKWwWICLRrDErMp9MnKAl5zScXbFKQvQV9YfnJycr1bzvWExq5/Pi+nRAQ3HmmE4xgllLSMa8juDvBj1+h85Po68ELQctTF1J6J2srlYdzjoD8YZRbB2g3kMeGA+oW88RxIUZ7eWr/m0x559lqA2Fabfiu1+68oAVao6IkrqHuqETKLO4XJjhREQvStixDA94LlrukGwlK1ihBQ4Y86DdOSgbwg4SbYDneS3vgFMhZX2fWdNXHmixd3SvU8SZGmgWNEly2OAnDtUS5/VKM9Eyno1L1fldD4uRps1HlPoD6wTALOKhX19IARTQljxv5xAO4z3XlBVKwQlf+LMHBauOuUN+q3wNtjlHP0kngaVuEtljcCLwqWOYdqd+p4Yh5DvFTQp99doFPpaia0TbVPEe0pCq2t6i4crrj/GpIqoz/lIyaiTP8hf7Q91OwWaMmdKQjJLSSQQIBm4orfHgyiB1o5pJd8/7qZHVCSd27WSbMgXsnV+gGdIw1XXRIKiQ6pp6L7Ifw/m06xAczQSaCRwfyXQKAD3V95NaY0EfvMSYCXAH33bn/jh7/8+h9Xd+L0bYkE8OEw4kOMKg6lTzCSo4gOIiQU+73ezIisXFeAeiM/gjA6QyCRs79gMECQHUJ2cejkn7MF5IPwAA+Aa7gLaKIJD72qSBlYglx78JfhH1w3mEgi4Ds0B4BhHl02XVQiQz52twMu9wtMD9FfBhmiJUD81jIEwqvWSgDPgA7xRrCZ1IOyPzhvrwfDyT//UCsP2atW9fIWg+QLoPMNvA81Gg/uaPai23fkiJ4jLnVvbjz7d+cCT0+miMyv7d86XSzz5W63z8ymuOOX8qfl8EdqTWA2ARiSecLfpHx5dPrh0CaYGozHmbXBxMRw8cPnyhz/01MHRpcFh5t5q4WfFkoYCYbKHMIoInia9vCqrHHd/YVQ4QYvvBUJ8gpWIg8gkCEgV9E7dqa3IDmGJ8NhCIOCjm/uGpztSN04OIuEE+7NgzN0RXMfhngBhmaaZmHvYZ++CTnd+MqF97x0NZ7AXPk245GB0dW4I1YaawMi6rged1sPDvZO6nDEFxB2FHNi9g/AXR3uX9w8GaGZHh4cUl/eHAenUH2isalllg+7JYnV4dPX03sl8Vq9ZPR5sMfXRQwlkWiMCB8E3TvNMaAj6LZhz+siWJbnJ8YlCgZ+og2TBc4g2QJlBXrgdKRC6kTfsq/RUFLNILqiEmOhcfc9ZJVLScfSGihT0U0QaO2EwwWX35IaKFiyslyVzQ/Rhe3Qrx3GFPt8BgGa9zFmDRVkn/zckrvRlkA87KD0htq6jHjSIFaKCfNL3bVwLovyAwqaHW9hTD7eJ4RcG4n2CZLygbbbFoFdTfbimompBvnck4kY0CSzYLFbQklQtgOmWZUJuxS/sRDY+EwPqUbsc8e1zM0T6oA9HpIHKRVaKQe2PNLu0zPdILZS6yClSVyTxPFjmX0AwYtVlxW6yK0eO0k1uqxKk/0hUMzRoN8cg+G+kiMpG6hs3bsR389FIoJHAfZVAowDcV3E3hTUS+K1J4Ov/1DckBQCsCIxIg6d4RgQpcAQxMeImZMAofAE/NHsyoINZwsOiTSzHmTtxhdHOD394LNpIg3fQtABwquZVEYWIH5jAIwpJgCDQFRc+xXOi3x2OeADA7apgbNbZsEANYEfb6WIiICTqIyZtXdP1kwAG44+kXblwJ2DshMJ8w8lTlDAJG7LTEcAwFuPyhBBG1eV//MO3v+jzDz7107ODQ9SYatkHHq/2hyOgKAtxZ1PX6b7n509Z9fv+91d3T3rVsn1M4KGuPjPwa4AS/OxrwlQCLK0yv5mu35zgpoHDVI4LEJUajccHl47w/19h5V4ujy5fLsZ7ynbTOrlz/NzTz/bxTsLUjPPSvBwM9jDOsuFx7l5fGDRdi61JH2G5vsBlkmA3clseIBe3lQD/gC+rSHnxCPnDZbQWMueBBw8VPtIQVkde0R6gEls5GaeTRd3uZZv6/OigPDwk3Pwqy1aX942qSciletkej/pPPzVntSvb9ebZkE132Zz4vN+5PSMalExRJMGjWH07vrT3qZ/2BBF8luWSZQqXL11nuoM2YokAjc9GyO1sw+KFyZ1jfeqX5mXSAIYFxRuQt1WH55AruN1OGciVvmf1wZRkIC1dyybmK9TJQJc6YpFdUZiAZ9ExSYZcopNCwWfxqSrrHADu6E4cgJB7OWWRbWWPpwVYkNBmUoipDCS1ybbLR44G986rYwgygbFZMj1w+epROVugUBAUiNimbmocaD54g5ZtAGnKpC5GUQWP80PjmULhyWp8Js64zcG5n6Jfn4aMeYPky+RxTQMiE67s7MFwvLw2uhWMvHR9SrKHKILQ3qPu3gg5e0XpStK+pvgTlE9Cs5+oLZna3s+lipM1kF3fd26qn8QltxWc/Ed6J1VQFJSDT3xkQo/498KFxfrvxTNOeLIry45/UdX4FwIh16+Y3MNMoVYEa62/+f/4i+961zfHk+ajkUAjgfsngUYBuH+ybkpqJPBblgCTAA7nYTUEioAauGQYDZAASnHP2zROM8IzusZQy/DKKI55Xq8SfFEGRYbzDyAbnASFGNQDYcgWg7nQgBHavAzoGgIDaAjcRBgiIGMFghxAtQzi4g++MaHjlM/C1vlMp3+X9i756GPaj/LZEDjDSZiQPiwRwO7KwtMN3kI4l7sDgdZIIBpQjtigenaAjIghAywRNOrh7S5dWb4pl1nngf/5R2//4i/Xr3qCkDubJx4nOmc+G3eee6Y7m68W/C6qpz5MMfmzz7fx+F4AiYyHo88JJYO1wIVUKik2VBAnZoLf9AnAyTbA/cGlK1f2Dw7ICKo8Pzsfj0dUqr1ZPv7Ewxj3gaKAlhLPoKoGLgduI1AmoTCZ9HAt9dLwpi6Q1MbK/svmabHnAFBItyvxPbWj8gKhsLzSkgHdlHNgJpsA4YvSIJH0LtIrc276hG8UiHDrWrfm9Wy5nY0H20ceWV057Lz6keHDV1nMup3MV8wLHR60b5+0ZrP1Iw9sn31uOjlfH9++O8iKzrq4RMCbduvps5pi9zP897u4w2f54ODw8niQL2YVcURZNI2k3LYL+N7eEgyVuYfOluif3bPTM3tExGQFi6uxwS2S0MDMQU8JKOoNKtQNvyXIAHndCsEdGJieAI1aH6qKfuSiCBLY/bglTuSBQrATBH6Vkk5kQGnOlCBu/9wEWfI2wCybd9HGSkvnq6Q5utFBtSgP97NHDrNRt/PsbdZ1GPufvvHUM5M//PmPvfdXnkclYzICiA/9aDtq4S/1d+U40xpO2MiPB0VHreJNoUbpvYmWA9X6bSLqQHYqGFz7plAoWWlJZhw4YCMoeDO9aCbi4FqSSTQUGq+b7wTJTcgzmDEv53x5Q2HFp/2GMpWpUqQBOFWM5uIWbChSe5N3eOpDKTt3538LSYVcJRFTU1FCFOT8UhggSCewhylbwAS0PxmlxR3l458cULo01Zq8G5xzwkG/4X4QbjWRQJNMms9GAvdTAo0CcD+l3ZTVSOBjEjg/O/s73/23v+Ir3/7Y449/7O7HP/uP/uy7/pvv/HZGWUZt3lvHaUdyPwEHHF45wENCeAao5iEQBMg6GGTgAiDpfLbANK1fMssicY0BWIBa3B1WiAMthmyMgtzFwuxDLYUCIygztPMZmEaEK2oT02BB574+wUI/cAS/K6E2l4ap6WB7rootq0UB+uAyxnyzEzhTpwr9+TcDgktqNtcZZl26WQHQHA8hGMDXHMixZKFAuzNnH+D+0Y0X8pvPPz8ctZ768IR04NrhQN6Jbr8ou+eTDkbxatWp5doSMDMLT8JiHBUSHMKVgV/AkGsUJDbdzQjjc3jpEmxPTie/+KGPPHjter2oBkV/f5iH6zhLOTN8Z85Ozyu8SdbVsMtuWj00GNA/vOcY3sVsth8fIFyM7tQIbcdlubjr8EAIZluRxN2Qo70CIEWuyCwkUraBaBUTDYF+RA1cpEFUGR6Rnzg2aBvXD3tHe/XnfXb2qgdHDxzpCEUC/KSK0ZoltmxU9sjlVnXUqdfF6z4lf/bZzS8/eXx+vJ5PNkV32RkWD266z03K82X7gVGvXLX2OkW3v1ctt2eTOYgasOb62naLWRrUOZqCpcBYymmV2WSqyoY2qIZFIzrTgccU1Us2ZvoVh+LgubgSHYN620dDkcIgbO8Cy/ObpMalkrPH7XoyQuGeIvOmP+pXYZVWlogC6oqK3R3ozkqYiQkfGIfILYdj4oRVJZ1758un6ftsMkz+1vbOabU/Rt9o/ex7nn34+v7JhKi1UFCy/NBllHiAVhac0MyeRxNEDWws21gNlcKlyLXVUxUiJaXQd2Ex3bcSZpA674ebJJgjbpGWGnKfD1+mdNdbpOZT6shJ5oICjPBjOlIE/g/eIimkSG0+LpW56D/+N8Q7K+1oA164KM/kUiJVFGwCmY6b3KF4CXj4+tP9kFjM+ATWhyPzk8LS5NWEUqbJPY1fxMC90BN4FFSDc28jcF5/Zd4cjQQaCbwEEmgUgJdA6E2RjQSIqv5ffMs3/eJP/+Df/+//xvf80E99MjoAS4H/5nd+u4Ol0ATMBcBz2L34iMFa8CR4JFwQAyygnKg0RP7Jxlq6ifUIsgnDG4kuhm7HezFWjPuS44yHfnKuT3OYNdUTGKpxxmHEBrQBDnD51wGD0Z2EG3awZS8t/JvhSW8f3HJY9rqcrktMwFr+I0BIsL/W8xo/DSGS/AxHbA6wAL1JO4ABdIj3A3jXZygAjSEGQY24G3XHrc2r59P6zsm8qs/BXCDRo/2D0wmxNtkrQDPwij2eKMkQ706biIp0aeCcioNiWBlLJQyESg150B8Wh5ePhjhIdTqslL1yeLBXDGfnk8npcjYoXv3qR0mDUwl1OjubIBACmoJ/sLIzAUCwHBaVAoECp8eGT1CP1sD8j1YQi1mpShJzADROQ6hiX36T6AV3toqLYAMWcRErgLlvdVjAGo0CaBKl7Q96n/7q+ur1wWse6Y4GLMIu+8TyYe8tYlyyDoMFxNjIcxCbUiRS6dXL3Qcf2K9mk8N6vVj1FsvtwWB0hw2+tu2b89XVa4/1+wNWZE8nk+W8xLheL9ggutVlE7ZsW7VWmf772O+ZESFGE0uTcWSvQYW4XxFjFg1BgQcOhne6AHXhF/6FwmFHj55KDVQpRYjqlhu3hFMCYfG2nZSTz5AJFFyemxAifRJcrqke4EgWPamg45yAni2uYMGpjHWlAXOZBlLV5Nh2COZKJ7kzqU/di4IaSJ3G6mdsQTF84bjeEifJNd4egHNeEjiyh3OPve36+r8Fy3ISzMIU7Y/TUcrklxg99GT4DETNi0NLcctLqsJX4GD0ZDtJHOk+xZA7aUrcpgR5jDR0VmnHPau7Y0RuomiZjL5kf4veTU/1zA/pwGZQkxxUpRSZIzeFqYFEUdSQTBbKSZSNFMxMHqqK8Z9fdPt4h9IUgXWTnsXxZaFcxOEdOoOc0ES+azxHEw7LhQXBryxEAXw/9dRTTHKmvM1nI4FGAvdHAo0CcH/k3JTSSOBjEgD9/5U//02/8FPfjwk076y/7Ive/G3/7f/ri97ylo+l+PXOXhwgGWsxAorF0njNGCtCZKliT4zOmOpAjMeFNjvOUQPqejkoOqKiwBCO1yIGIRqwgAF6h7QcywMnSMQzx/VAEmAgTvqgaTID+8kuTNIBg82g6uUcbILtnxhAQCkhb0Am1AAd9VnsmWXgRSLkL4wwj7cIOxqnslkxbFo5CVtnbwhk1YqL3w5bN3U7bA3WNjQQ3kCAzE6vXizzDAWj0y/GRPk8nc6p6PHp+vpDr7p562bWBwDX0Hc+Ac8oXKNYKawrAzZeZYOUiPmJUR4Zsx6BWDfYJy9fvXL1gWv7+/tg24P9/YO9QzbS6py179651x2znRkEcPevP/zhZ59/9gXYKwZ5ROV39mBelTBOCH/o2CQiHm3DJe5WMQ0DGAIqio3ggiMaV1Y89U/kpJA5RFHeTUnjDh88x5gNWksJsWwj/ytH8ze98VKvVR0OscvjnYVnPqFR8TiixQGGsLJhZ12svatuVS7qbqt44uHh7GyJo9S8bmedAVsZ7/X7d8ol8frn7MK26UwmCzZuoFGp+GRa9ocZKwaI+k/UGtAcMoMym7vx6+QJXNUrovcT1pQGg+sU1yXVStRHtTzghPpouLaeyQxtn7WL0PGip/lB3QG4uywhipBGElmY2E3Dc6Skz5uQW9zsbg3wBCqlY1pGEIE0clojeuYxWq3Tik3woj/z0hHSKMfnZ12WJbtO45HGqwI/zJ+osQXDcIKSAOecuKsaZJ0jkH9qppk7GoMCOTiliugnqe6ksr7EMCUzDOrtQ7fA9I9IosWpA0dUmd4BBfpmqIScRh+IbhLVlWfZSF0ixBP0dxVVs6B6sEABkSvJiOSK2lw+hWxUy+90QDzeUa9Jo1w9S7nl3oMGgEpMHHAiP6HkeJM/WaWrKxwpoE2bJrSDwP0UH0oCCekhoVf4EqJXsiqfJSxR5nbLKxmFNR+NBBoJ3FcJpH9f97XIprBGAr+bJQD6//Iv+j1P/twPYoBkCMaa2e9N3/WN//5nvPrqN379N35iyfyHf+bPCUFi6HXIZXBnnI4TxmLABuOvd2IYJhW4HzAEHmeJK8E3aj1yHMNfNPuRFIwCQSlxQCWQQJzKCyeaWi1RUysO5mBAsUYgAMA1QIE8sdiSGH9a9gTLwQLIJOyxnQxLdJGx2xdABdM+C2gpZV27czBOJqAGPIDZ1IrYn3gFg10pkKCimLAhBf7S9R5HGnyZdBvfAODn2GgzkIfhXDDa47dTLlf3ju8RvQdwP8zYS0wPHPgHHxLaMh/0h0P2DuiwLxXGSLE7oAzfmhq4u7x8/aFrDz5y+ep1DPwsqMXkC1DsF/1LVy498OADh5cOu/2cXAoNK2Zd8sUP21UBvIy2AxTM++H/s8WZPu/2gcssKUAL4hdRRdOAkGmfi4PzuAwOA0rZbglDxWfIPtoXtYL2ESpRXyjwy8VDD6ze/HlHw+7moNjgktTdTsSfWxeyglornJKQmcjS3HrIQKFTdtqnlw7b1y71jsbtvF0xUcDKbZ6BLjHhw9zJycnZ2fnx3VPaoCiYKdkMB4hxU+TESqW1ZPHevVM+8ZFBDdC7iQZHCCgDqli0nl0FZO4dmIkmI1vAdR7BP3libwq6kdU0AzqqtSQZfAYJ4WTU1wS4P6nMKgW6K3doVn3W2bNsUeGXxL5nBGZFOniUlYulO8+tQPOsu4A3otPikoY2IMUgoRjZ5I3mZj86ampn2OARh4bAE8oQt/OLnxVBtPAC8qZQlkZCBDaorZWqumscXgH0hfBrCsUEscIvqmlwG4mYDhHbKwqbkCqkhrEBUPCYLogGj0/OuYkoLCbuBEu7G3Evnu7QP4l9HeJX3tIZeX2dZZUjSTtltfx0kEDJ88WtlNMCzeRNGjIe8s7znBu+BD7nlCyUFVXy3Etqwi3+UdCg/J9gyxHVbVax647FG8DSoDykQs0tgjywguiefPJ9Um2ORgKNBO6jBBoF4D4KuymqkUCr9ZGnn8rwz+mKlkGIDKtFNux11nmv/89+9Hu/7Vv/759ASHgBMcCSIMbgGNcdR+M3oCEfSQVg6MYeDDbKB3mWC8vmBKtndWQAKIAWRNKAzY34LyAkYLBP1CEDQBU/BYYQzIi6BBnJcBtjt+k1XFoR7fyQxCyMu/e6zzJg1++iABCCB88egaLooT3Ic2IygqlURogLjm112ypYE4wvUIpjAoIArrWwxeoipBk3QDYLGHjASmKejQb7nc6QXbC63aKfDQhZDy6ZTafHJ8eD0X4vM9Q+lul9NvXa2xsM8uEg22OHr9EeKozYBeioZxGG/NH+/lVWAvf6xWxWzefLaoorDasVQpfqtEcHIzYqZjUDGHNezo9P7i6qxbDIgCxHw6yzqgGmmN1x6uAE4SEmTOPoHsgqIKt7HljeDlopXS4DLSk9NQSuU4KARCI6pB5wynTRuOQRWwnQtMwOss2rHu89fDUf5+uisyFUD/pSSXj7WvTvnsErZkgI0t8iRNCiNiQOHjLE7cHSeumos7ffHw3BoKusgIP1AC8cf3tMYqAx0h8uXd7bOxyyJTPa6Xg0GI/30NVoCFYALGbzyflUfA9whk3RHL+iceobXYrpHnSFnb5AZTT9Ko6QfFSWzkN3UEPRRYXMoVhEx+WuR5ISGDTqT4+g9nLDnE1arrreliUTGEsSsDXbhgkQWoxJKYEmAqFzpbcjohTRzRALbHSlA20WwuDYwwISddTojoiuxHWKfQ+QWyX6h57am5MMLkTxDYCmHTJ8vTiTkqWQlg5NT+aaLir3nFnnEFPUh8qCf9GRrJ/va/QBzeM+jix2BXOHcOJ+dBPuxlvJp/mCh3TiuRLigc1hAhkyTVD1gVLmsD9FOYmu6SyaH6tlmbtf81pLqPG+2+nSCcTV/9LBI3KT1ALJ6j8QElg2+wCaB7mpofGjDJQFBbBwn66y4sLormb2MOPuNN1oPhsJNBK4TxJopt7uk6CbYhoJIAFM3e/+pz8KStaQFjPwDI14imf4uTCMtlvf/V3f+vZ3vJPdf39dceEFFAM0CUVKWs9AMKy81VM/bgWeZPzG1ohyAfA7OBhjHzXMuYDLIvGqZ4ktMDrGfu45lDuax9MXL6IgCsBuCSkK02kDlwqBbugPIhWo8IXZXgzZpyCerXogJKx6G5A32IhisUuzPhf8wybBOK9QhL49Rm8HsekVAT4LICngsG6iBf4oOhaWqtaIp8tlVQwGgEBMrQC3YX8wq7Bq46WSubqBNQmd1unpSZ4z2TBYVSuAIAoLnECW2P/imgR29AppHx4cXrn20NVrj7Ds9dlnbw4GBBEtMpbBHgxhYDUcEyGUKpd12e/n86r61Sffd/Pm86BQ9jwoOj1C5TCxUS7Z8YqAOjjciD7Bh6Bkot6AGOFaUUUrKygPUvlhFUPuPkewylqPqvgOTBTNYMtEjmgqoWc0SuvwYPXYw1eL3qaHH8V2RYglZmAS6hLvqZGJsBA+q5FZxIu4hG/CUVwvVmyAy+4FWbE5P6+Y8ci2bXzjWddMdXDGYLqGKZpRgVCZooIUShryQJWzM5zcYw+ACZ2WXgTJYsDCALhSxmB8EgBzqbs7goWySanauo02CWsJpFrZdCgDWA1ZcAY0pL8AKbnPiaIxXfQ99q9gjkh1AW020thL6AnoAIFWWamNxogYLYdf5cApeigBUbdL1RMYTAAcsrj6EN0fDZdJMriHOL2DWSkmT3yKqrFhw2kqZVMlsTPDcdFuFulNy7Kpgme3QaCTKzP/VHdlwGCvNIRJuUOPUiTQYmUK6UhItgvtOm5Fp0DYkvEZ/YIL6kU5XNjSnEbJFu1liI476alkuQ/rFCoJ5RksRReTiNpSQv+RmFR8p7fPvJFa0mb1Pwl9h6eUnSYaUsNELoVvQ4V00NKpaaD+qK3/0pwEyDvbYTEgli8dFUU+Wkqasmzd281WALt2aL4aCdxHCTQKwH0UdlPU73oJnJ+d/pP/4TvBa3orB4AGVLBuFhvyoNcDoua97bt/6p99PAUA+f3p//TP/Td/7TscV8nueO+pI3oM/3yJyWO8B7sAuxaLBQmEX477jugMt4zXQhNdmd0HNDBTCyzJyM8z0kDSL3wWsJSLUD1gNQ3aPIrH3BelkRhPehc2ghG6bdZcogHkBVFzcL4GqnfmdQlk45SNs+Yle8f2waZ4cS9r7uF/3cNiy3JTVwYYbqZXgkdr9ppFT2GBp9Z6nc6hDnYC81Hzzpb1t3jwMLuxbtX4MAHDMV+D8AhIilsIy1PVryLADCieI6qluHLskOQH4bF97myC9fbGs88Q/bOuijOfd7q3ukybUJPHH30YjIiq0WnXE6YXTs/ns9nh/hici6sP/Obj0fH5KRMdUNRe3NNTBUHpjQP4BzNxLgzjKdyEoVSdII74IqkYKTQ5LeQ2XLKzBhmuBJG0s5xx2Cbt7cMPDR+/2u9Xx62evjRiSp7YehGJxzuB4ZhUoYn1fiEa0WrdHzNTkQ1bnWJ1sN97cNPDcepu1cU2jssMzv0IFqni6wOIJTx+r02XBHG3WS5MtfD5d7MGPKdQ2DhBiMZ9Yg2Apl67R1JQqANuVwXtUJxsNnhYyT29TVBpP7VOcdAiYsp0i/ohIigAlblJb4WMfdF6k4NHdoa4YRq6NGoNFVP1cvsI+gbMUIyKgwVFPrzdoLDKAPqkwX8NWiw1pxymOqgU3mE4j1E2fPJegPsTe7BAceMhGfUjkn84lA+j4QRTMkkZ0S5pDoTn8fr4WsGAgJ3DrJGO7pDOuKTmdIpIt6sgSagRQvA6QWNV5fTqUX0YUy48lMVEMToFVTa5/0wUYqKQxOhd+pO4ntZRrpGdjyjED55wU0JJo6H4qFaQsX1w4+FeyP3FbMGUVCTs9A5f6G4uCjFmrL6COu/Fc6pJmFljYsnkaLWeMlmCSKPp7ZyJhQ996IMy0xyNBBoJ3EcJNArAfRR2U9Tvegl87/f8jw5/jJQshGvF6leNkY6jesDgRd/qfMs3fd1XffXXfDxR4QX0XX/tO0BTYf9PY/huYHckT6CDE8ZxBlmmF/CZSSCL4ZpStJ5qhnRwN18M4iYWBEA1bHZcxqCvBxBhZMgHO4IbcAQ5ueAxN4QlGgj1wl+6vhb3jzaqAJAKBIgXPxwA3AZ5UVczvP/xMcGCSNgcXVXawM2s1HmmX7nnqyFnMB7jjlO1zNg3/KKQUMbCRM3TNjFnYG7bInQLQSvnK/SEYr2tgfV1LSxlSzIkzBHmXu2v4Cjgq8gK432vM8pziLONWL2qzs+O/+XP/xyaymaty9LR5as9wuR32vPJDA+T0+PT61eueFnVZ+cTAoDmvZxVGyxPANRgL67OT5m50Xkc8Ko+RSGIVanIJawjyEBXKi4eSY5+K/BAZOg3NELIXyTlsoqA0olzCQhqQ/CctFt7w9Xnfua1hw5w9GktiNevgmTTWLC6ERQ0wQaOQ3lAf2G5OJNEuLsQ76edDVaXDnrzNXXcuInxiomU/jkRgwgbGlui4Qt04/nbVIZ9zWxwANyQBrxcEU5/vnjm+VuUYZNYHLsN99F1mDgQirOas294pKLfGzLFwBQBbLjWM1zeraMaolLgjEs0T87sapFAqArrIRbFpqwS+CSx3TQ2w4ICkw+6KlEppKLrkaZ9mhO7Mo4q5rOssEOzFxitg2d+dGswPToMq6TpfdCXOJGomFSwf0FBZYGK48+G4kdXVvJC53gdYFe2u2rLCkY+g6+dphIthWxs1F0LQorNLqAtp76yHM5kccqf1HiXLG+JBSBVOKRDuSTmJ0QVleRKYE6ZITBPVTWjsub0JF7KCwLybYeUiulC8HzEie1ijvRBaTwgbSLDp/UKNqOOppO4JQS9uIFI6RymU0l0k2Oopnwk1CmMornDFoD2PbspWzGzZCOWxsd/EZrNiRbp/tAP/L1W67/ztDkaCTQSuF8SaBSA+yXpppxGAjHK1hjJiOPPeAgYB2G4Zg6HeC3dwAQGX1DKe97znhdj/vxrYrt06RJZGXYd1ROIBA97aG9moObgm9FYi7sREncmPZEJAFMoqT0xsItpKdWxPY3vPnd/IqGoAzj3MbnrdMEVgAjnXUd66LY7QvE0xmO8rJes+cPiz4wC64JZOkmwyEVZ4naPPb6T5/j+L2bn8MeOuQk1gIQO9obr1VxW22IgMIhhSoknypYFeBT1uoA6oAP2VffrDRyMBxEwFYby4bCaV/t743JZolpsF9su6zo328UC5yKUh35dzQOSg1NYEECdiIpK7dgJbJNRA0GNkjCq6XpVTk5plunZKYsBQCU5ri3FaO/yNXxD7p2cV/WmXCwAxEAYng5GAzKbb73OwXMEmmSJAzA0EKWyVdbKXdwXh/KMtuEqCU2PDq2kcdhuNKKJoQkhr1OOaGKRcSzFhuqlw9YRG/2uZzyhs7ACgVhHeB8hg5QFBRMnJUrUR1+6gFv1E1SBNrJkA4B8s8y3R0e9e6crfKcIxckK7eFoyD5xRZEv5vODgwGzN4iHgJ9se8beyatl2Vovp7Py9GyGyoGPP+2Cugd5ZMkdaqf7UI77VZ/WR+1E5LRCtzb2PvohKdQckVr0mZAQ94R/GPK9z3MlqIBIBNxNl8oI0SgiOhfFbqoKqz3rQmxBwLuPlBeHvRYSTEFx4MxE54cY8xXYsYGkJMSrhzhUdAhChoa6AXdMwIWsBLLtgni57Pur0Jga2WlwTAdRQDAfFbAs+fRmCBh471WUrgEcVsJoT6fz5cT2b/PumHSqI4TAF92JgkjlR4el2yBpSVp/621mD6phupCT1VWT4t6u7pwGbRNyusuW8ppanSVuS8rD651Md3kvyvHbYkj/YnHW1SJjQi3o8FjmWfmj0PkPpuh4woU1SXLgbGc8iEriNjabF8Wl48mJmqEHnzyKjrElwO7ZwcFB3G8+Ggk0ErgfEmgUgPsh5aaMRgJJAsx0YyrHCdbdeRmWwWUxGmup5UQ45GD9K0++7+MpAHgHffHb/sQ/+YHvc7wlj9kZ6R2x48TzGMOTOROozFCdHkdqR17Nwp3koC4RCjR7kPIDVIGKYmqtpHw6TIPXQSCZq30xgxJR1OfgSiN748cPzfVmVi7ACdqRQQAE1OlnVYk7D3FC6+66Peiw5jRmPsBwrfUeoXWcNAA4443NE/QXwtfUWF4BTQAKIjtSE5EHNlKMtHrVgGDb7ZwdqerZ+RmM7RV46mesBh0W+RyFA69/AtqA0XPcDgb4tVM3UBzIxDUGIsxOjY4BFyIz7m/JroMUvsl4vtMohIpkDzJWLKy2z8/L8cH+HB+qNvbyCXGLCD+KqkJK6CC3vdGgnM2PLl26dQ9Mg4IEssPELPyUb7UmxecpZyJxD85p42hrTmAQGXNFewEaXQiCgifAE3XxGIVNnc3WJee2NRgSrZ8FvagKArBQLcDirOuwLPKw6reKQExeIkHBG0WvtjQpqhNRi7Bw5+vhiK2C8/wuCJ25lPxg/2hvOETArH3AiB/FdVicMt7bAzHPZnMM/hN2CKMpexS7ZfE1aM+24kI2aEB5RwZ7e3sI4vj4hBW5thwOb7AgxpV/O5s8BaiPDyrOHfClz+2rioxbJFZN4lzNwR8Cq+K4xf1Iaq8mLR2mcpUJPdDryGinCZmpN0X3ZhUCnUoidjm0DgIB1Z3RKGPqAKcw6MAAJ/2A+mid9JL1MrYdiPzCVOGtPxbMd9QmvnctxW3qB3UZto62r+8jv7zpTilEW3JDHQGFBr2RSQ8nQqIbqChIHirR3Pg1KQv6UbQ9guJCszs3yBJi4FRaHiEyksqOr3+Q5cuTICBTu2RRSCoGqpHdbglxzmF/RzGaNoqXQiITtZQJJIL+xaxakhlspl5AidQPHuLFJaU7j88Xm8WyPTk5Rh2jCKebVCF6y7ZubHaB5mgk0Ejg/kqgUQDur7yb0n53S+Cf//g/LHIBdETFcbxkPAeRMrpyRwjoyL35z/+Tr/0EXkBf8IV/UAUgDfAO5GnIj9Ec6BFjPZARSyanwCMwEyO3AEzlAohFueJXskbawBpCgx0OoIk895lwA0QvLBGDs5py3VmxRy8cszFsuIJAG1QtClEfgDAzCPhiAA0Z4pf9Tb+12csH00nJ3ktE5Kn6QPBlm01ZN9vpfMFaTPaZws/YJZmoEsta2/MK7xFc92VCXQC/oCybnE1hBY4x6ALOrl66RrzKyWxBhB8AC2E3Cb0JkkdtWC27VXsJxMebCNhGECGdjgE3uOoYdxRQKnAl8hAaA64fxgft5ZiNsViCuMDKQBQmEHAuOr17q58XLADImZHodxflrNMrMNNyDsuT6TluS+w7DJpx31+qtJOhsg2sFQIWOIU0XZegmw4lafakNcSUepCr89D6a7UI7viWAOtcIiGSiiv4d2+EVqu6d1YNRk7FYEAG93OPyR4KAYXDQp9pGFCv0C0aLhUDNzxzhzB0MYoxTM/BXjYer2cnbXZiHmZ5OS+3OTJZ1GwLLFuCMhLeOzktq3J+Njk5O+4rLG8GnqdHUQTtZiNRHL8s/yUj4I9aqreAe6maiNjaUjnqZAejy9vbX6wcfUepWCmeiOOVjDm84WIG50VIzzyMwqShaCmXqDgPQdYQN68S3Ygs5MGuj1r1oiMMXRZhwkjGZm8Q7nSmJe5n7T1mO/q9synaAxGcVGNg1PUFfImDEa8zCTIhorWw+Ny9PMEedUttZMEUaUP4PL1QkqFxXACrKHgT4z58RldESJJHF3CNC2f8mtX2VwWi/tyQGZ5wR00GCYZELSiIkcFzLzj1/8mOJdJLzSyUYkZKjywS9Y543LNIaamB4/mMRrATQTXkSyraGeo8ZCk85y6IUPE0sSToHLy29i0rxCJ15YlA8Nia15vJ3NVPVMsmozxqZn3YqcRiT09PmxkApdgcjQTulwQaBeB+Sbopp5GAaGjN8IddGh8KxrxwVWB0Zpj3l0OEwpmj8Mc9Xve61znKRyKGfAZZPgKQeZuhWrwRwzmIIAWAMcaJY7E+A4z/gC2G7zilIMCQFAIGgL3Izk0hwS4LYAbkgoc1GVgpLGrDjKqjNLkInojTBNl4CCP8Q/EkoA0F9WMH0NPJVEeL9boMmzGaQwEMjaW9+OVQMpHbhQ4sRGUxQFnhSgQ2gEgNDyoH2wGwbpiB44HAegFttid3b7IbF2wuShasEh8GTAsaxh0FPN2blzUuMaATnJJwSsELHn91MTdVusA3VAa14WB8QPxQ90wGRqtyyLvRihbrw/3h8cmJNk73VMY1f4uTUzYsltVqOjsdDgd4FgXuLwFlhA5lDkPZh0SpiAALsQjhFUqoBxqehUy0Ms5U4mjObQEAr1kC1YGFialESn7BX6yBjgkHPoTHi8V6M1/OWuuDMVF7WMxq4E5IUL4mflI4l4HkUxP6CcRSsbRBmfhBa+gWoxbRc5Z3NiWMI7dWfTo5X67y3lycOp8tYIYwPoR1Uh9YLvAD0u2K1RsBt6FEKXY5cbjwm56AeBAR7kDT+Qy1ZFGjXPHI6SbSwD3dLwFrOiAolEywFHGelA98i8vlX5557twQKekL3FUydIkNPMFaqi/XKj/w6sFz3wKlqDC5b4MGSSnzlD7AvMW4aOP/gwqXZzimdUbDLqfjYlHSv1FB3QuMHTPYmoAwVeTCf0lYHocUkYAFcY9S6DAwbu1oGviklSMeU1QAJqkGia2rWh4JlRCVZ36MjBCiNriSwZ3ZTR9F8aka0Y7FQWZSKOqD9AXJiZhDV4IcVeO+TRFomjLUXUxk1Xfl0xle/KfCk+AjZEwhXvJhI5mHasmL6WmAkGcQ86nqDwfLdbqo3NY3WpUeRbatW/5hbrAdjfyDExa5WV1drdrT+XrBxgssuKDm8S+EpsPZzz5hrUOeQbv5aCTQSOC+SaBRAO6bqJuCGgm0BsUwLY0lnDyLXB02Gf0c3Bl7MQAzljO8Erhw8wk8YiMYqFZEc3mICUQQcckptkWRCX8EicQmCkCPMTzgZYz2ZlHhcIAnMYghga5EjnwqIaJUywA5aVl3+Ad24CfeKbrDfk78l71iMJ8t8cUHLK0wvddzgL5+KXoerfC5xxUFQzvuIuy3OnMz3UW3ZOS3bPAlCIrFw4QDEjbmaAjaQgmIRLgWNncCHofjEc7rrfNSDWZJ+NBy2cl6QLc8H89LAnR29YEnxg3mxk63yFhRjYBrqjwvV4NCdEE8UJ0UhKqqBFSJNQLMAyD7JSs/WWXQySqg3XpbMGNAOrdNIFH75PQUmLIoMfCzyqBYbau8Q2TMmsxARqSCpROBlTq4awGPJbjKHHyl6ERdVBTpckeLdsAnGxuhipIA98JUcuD9DSUcKoCJPTY+Q9ZqE5hTnR6SBDnQkcgI1puW6/2c3Liur7Jui7j1VNMQN7QVVMNiXTMpQH+gcwEQYYKHnOtur7sV6ehlzMKgKhRFf9vd/MoH348LFA3ljlorXNRY7UoLYtHHd54l3SgXGG7NKlsKyCpKVARuR8E7p4tnGbuJnU3B6UoBny4Rq0CfukOHQPDUFamw4oUbEISecwcIxRRc0TOjEHpmwGIhokIM5EtBkLO/+jis7OQygVXawVZqLAk/g0lOaG22SIZSqAYsL6FoWqfVRQVklepy+cS1yx+4eY+eRl8PZVmaUQp19oA3u46c0jLRbL5jMiT/wQOXSoZ8AnK4ka30KM5oLkvwkV1B9YVZHRNSZ9E2xnKeY1bHLwhErj5BSXYoLqm4pflqcwedm2Kgkl5knpiXz+AgGFYeSWqWqERkja/gksrA5e5WegQPKRUlBDSXMWVt1ZVeKHqAe2dRuE+1uUkjUhsS0LeYDaBTcxPm4ZNesKjYq5uVvzInfZvGYmEzSQYivjjt1vHx8SeIfqYAm6ORQCOB31YJNArAb6s4G2KNBD6hBBjl8UNx6M3e2d7+wwRlGEABsQy6YFHwCAbIGC4/EaEv/tIv+5Ef/McJbcRwKhBgRA1bYIyxjtkO9DHaBzYytUO+o294xgOCwzDs6C5UjScBT0gqogB7cobF04l743q08Zi/tI/3fuva4ZVJXeX9wfChMX48z9+4s2rtEez77OSMsVzYwFpboBFu1NhwQc1VKS3uY8CFT6AE0JAISDhuszSz13PZZb1iTW0ARMEuVHqAiW0HrclIRuzH28qYP8EqvST4T2ubD4tyMY3lE9Qb2sJnnYWmOH/ove02ACAazc241sANLh6AP02XWvR1FwES+6tLUB8IayhDY7IiNePCY67U44FNowQ5YFpWQRT9asWK2A5rY9lhbbGdgXmICcSuuRSG7Rj7OroNjUfJHsJQcRQV4gDii4MUBCb2NTjb24HtzcgCAt2nEBhqTp/+oNRhBV7VJdxR9eSEUmiPHosZRhnRe7hEoWGGhgSgwmi7MAOrl1gHiCAZRAm+xOxfVqBg9k5o7Q1GJQpAb9m6PWEnALTPVoXzj/VF+TJ6o6zBHKZwF3pobE6KCdxbGQEd1bCTwSFJ2Y8XScIqiI/nnNjB7A9oMmE7VypMVvCJPVwh8Iy+oEOWp4Jp+qG9L36iFKgbUCh2/BXQhiiYOYEHTtU2OcgE7qTh7AnUGu1Ty3q4/kPUNqDHoU9BSRedsNkLoZHxa177+Oz4znpTfPB2GZ1eTYtfEvlOWFOY9RMmg2Fn0rjDpwxTsHWR/0guLzKhkmNt+FWNi5yRjw+xNI1qVWk1KhNqthTZqYNKwDCuPhbiB2IkXXArRUjGHe9JgLTpXQ1mSQ9XkUsJ+ypJJqXddRDIy9bFfahTCW8Ft/4H8SAxTIfK45OQG8G7cDKL3IiS/mkHNlkHtU4W0eqpeb2l956fr2al+ifEoQgjJKc3qn2FrKBjqfBLxuZoJNBI4P5KoFEA7q+8m9J+d0vgM9/8xf/8x7+XYS9v/U8OlQx/mKhxkgD9JxMf0CH8oD+xnL6AZQDf/48wIQYEcChnQOVPi5y4JDAJA7jWVsNrCkgCQnDiEQNvjMFGHwogwD0HeD4x4UOHpx5dAikCqUhGdB1WWy5OTvFBWR3fukdU/GE2zkaDS5dHh4PepjgajA/BIZPzCazABAgVHUOk1dnOjPlv4VAejAdEA+Qu+6cy8OOhr5JBWBd3CtMGX+JV33e3XTgDrm1WC89YQjAy6M5kBVTGBam7YCdYkMay4iYVCh9r3WvY0Yu9hgkgJPjdrIhJX/QKDfYsO0bzYqcBkJ3CJ4Wxl+BJHN5uj/bG+DCcnZ+jIuCtgOg6HWzhiBR8y8axGc0Em4gLrSFM7rCHoPDjyNYVUqIMRC/+UcJ65ZDYJtl5WripGjgJAE8c0i17DHe7GYifkEPiZnsBMyCuRUAFZNqhx4JxtkwAwbeY6BC/YhGeLTon0/qBgz62Y9x3+joIbVlSQatiq2fnBbEbCI4Wj8p5JTjXMCupDiuniRrEHm3l9LyqZsytFCfnG7ZOIxHCJ2UAO2FjLK2ln9KGyFgUlzqFn7YkvYsT6soT+yCItmTZN1402NuRBHMRcOwGbUzjaMy2j0ZqO4goFw8vVz3EbaVlV6MiqkAmQLzwbw30pIIPXLxYQ4L3FB3N1wfvJeYG1F5YlGI3SAwJOe3D2JYhIP62LfhdVE6IDXLyI6j2fF4TuPR9H36Ox+eTzcGwf3diFCzrJlvWN2ZQLNs6cw/GrH6Q8ypObGSL4oNnzuFEXopESPQR6fl28uUH2e1w3ocL9XBIcodspJYDlrxHJ4K8LYrgolTIkwHiXplFKmpFciRTHDRflMCkgTNJ9gRI8QAiMEHuxOtFeh55L+jKVdCPz9S+yhlZQpbZPWjLCXQJPpWazq7HrmnD/mqOTovuixseq+inc/Zu801DXyA5HKItxAJsTu0utABnut6pz3bu3bsLoeZoJNBI4L5JoFEA7puom4IaCbTe/Ae+8Kf+l+9hGyngPrgFEMMAzXgqPhGhtcHExHgBNX3i9XAuA4iR2nE6xnUvhSCBipS0d9Ov420M8Qy7lCQMDzig8TYhE3OJEeAEIrg/i7dIBm87FxSG9e1iXeEKQpBOXDmqFtiUHWQX8+lqOjnBa+bR17K8t//oqx48uTN67rkbcICfhcpFmwWq2rPxJQ+a3ROiAbZx/Qea51VNtB+ODX7/tagHyIhGgLWYU2JcgtpZMoArAS7vw8GAgD/d8f5wen7GslT26MVbBYwH8mNJBWlwKAemADuq6GsgFeA68wVgdPBGb1vhAl+zs2+vszfcJym2dUQN3CQXQppPF6BucCeCEGQFeoQXZgDqTc0OZSQ8X5yLgBATxCEvRkKtqHUNwmSuNkBMntDhAucgWmc6gKe6PrGGmng714D+o4NLjz/xGMrJwXiwqlnUO55MZyDnO7df+Mj7b05n5+Vy2sUtipiVcO48AKVzwmzMeFEeT0qRJsBxb7jJ+uvhwCL0XRFXyTqIMyG/aHr6mDZhjK9oRasFagoqxoY1FCCvs4qHGSCRnbIEzQJqjOd82E0kEphPyAe2wyNekzsVpe9YkoIiAZ+67CtGpg8w2ZNE9Enzh4OWPU7LtL00Dh9xblt7SkZJpMN+SO9zI2hr7hJj1v5aMbNC1jeEHovGg7MVEDcs6JFfZBlzEvEuQCjSq99FZiSEPkulcnaj27ATBcvR19vFCh811ED8qbbbKupkrawYfFy8Ul75jqhLCKu5judRD+6QDmFZjZSTV5qu4ZIPmEDBwx8OAtTjQrSkC4WQx+jy4TdjlihQxjkQapC0XOsnaSfuJCE36pP0YaqU3uSdBElL5ujVJrW9QrI8hgJXSd4h5iRyMvDIwiOpJ3pvoU64qtq5Mo39ziv4P4vUdpUdUf+psFikxdxVa1Ma8IewwPjk6SxEllDMEBn/V+iHoYtIRg4RiP/61AQ7t27dumCl+W4k0EjgfkigUQDuh5SbMhoJ7CTgQI/XBr4lrL0EjulZASTHysiYDFpmqRxD49v+3T/5iSWWgoQCRYQUMR7HwMyozbhKVsfmhHj4AtECpISpgeoYgQEujuFioxiAYyQX2YBRAP2iK0bl1v7+3tnZOdkB2eyYOx4NwQHDwajXH7CLFkHiF4vw6N/Wi237/e/7laP94fUHH3z84VdV9er03q0EjyDEages73nRw4ujorIAlhj2WYFaxSQAGwljMwbYlSu2AGsTjZ6YnoTfgWNcg3AnALrO2fprFdsI4RNDtCD0JOrVB/gA3Pqwk+PD44a3+tPgpUBgothWirkFEGkfJQIgwxlmf5xaCBVkMwBPkh0y4BUVr1ZsnKzx2F8RNiJjd+HhhH2z2C2LJtMuzkpUcDlLofvEDgIj4Zuz7ixhMJY4gqWx3wvFuqzLBRW2u3sHl0f7ly5df+jBBx5FFig5KDYqPoY/n46KwfnJlBD6mEOvHF2vH1m993032dUAhtEl8KbRSh74GzBNAz1zOz8cL/PLmYt0ayuc99nheNsmLhNRUDNWNgi8oiOAH6lJoEUrhH8ODQtUZz3GejJdlzpUDcHXgmJFIQI0iIvdiAukC4wUoUOOW+FaY/8JmnzEGUZoDeo8DVWKCQ5ygNCNOarIkC7ZEx7lTvQ9kwfC5QMpC0z94QjGTeZbwQJ5ETcP+GQLMNUMnpmbimBhjjRqcZHXvu07IT8ybH/mCy51TVI/wSt91Z21B30W5FgGe4oxXYG06aRlvWEXsxIvNTmizuSAH/n1C1LWOx7Jg9SsZtSdvhpNROJIFJcieNLQSSXHDI9NQI5gkyca750uCKJQS4IiLS8sijH3+e+Qqq9krKJ/UaJCgB4wnVRUn2RxRLV3pxQYwjdbkkc8CKZScrmTGz6QKMRhzwogLNhhWQjoH92EFSamSM8oK/3n8QapNtUaywUbsRHGV8c2/n8gqwyZswBIxTN4Q9lLLPIfgS4oKV5rg30RIIDTuNV8NBJoJHD/JNAoAPdP1k1JjQRe9/rXEVWd7ZJwjmB9JCMlWABfDtAT5ls2LWXYZXLgNa/51N9QVn/0j3/Z//wD368hkDxCgUApwgMPUcDFE4kKWjh4rLXNIwZ9njiwx0DO0wS1YIosXJ1PJpxhbcU0PByO2PkVaA6aL8uZ6xTYCgrDMcUn55tefjyZL2bPbOvO/mi8roboBzsFA0BDwG9i9K+JTqOBHFjIXlE4l4MJsjyrloRgaQ1Zb4qPelWCCzC6q3cAqFkiDBABkeBE1MtYjcz6YDjWYQJwiE+3ITtr6oQakLW30/OSGgHV+EV5ED62KGvF7lQ11msqwy7F/Yztw5hjCOCrIKy40oFBnNfBLMARMRvPEIRbAUAOqzlbULXAh3OViFbXNc0AdPYriDzGUekudZDedJYVCVAQWo8+8aoHH3300kOPT07KotgDBZXLDZIhxA7LFeZr1tfmrLtFoerN28M8Ozs/Ozk57nTYkGzNfrrTGbsQoF4AaZ0xwssaY/Z0Njg+W+7lK6YyWBCNexAhSNFOQGklMyroS/zEr9FK3ZmNiiAyFE50j2257E0Wy3tn23uzzWLVW1RujCbciz3IRID0F3FghIpCzAiCGnoTUVlXEwcMj/7jPcrhoDD4JCmMESuWH+7TxNz3BwxN0rB06+YSbHI3PfM7MCZy4+C9oBCakW6AKO2QAl11PJuLgtVjwL88MJ/9lU6BKhJTCmLQ1OdZYcKMG2ygATh5JecAfVTZUYf9IpgH6BAAiOJQxtEbOeBTHOw7gxji1QKzkhP6dgMf+yGbHFGxdEtcyxm/cTvaIGpJVnjjpw//JLBbmVYFA7lGB1SmzF1YMwlQH1y3LDRqF8llIBrGx0oomAxSqWRvpZRyQKrdNX036KRUttrFYSrlZy1oQAhyppbIChn1QCadWnSxVG1rEfMZXkqRlsCRDrc0V33DNit+eIKUEDic8mGlSEsfcA5HYfhrGnlzNUurlbv6GbE0RyOBRgL3VQKNAnBfxd0U9rtcAp/5e9+4XO+1cN5m8NM3QnMsJ1jBsHPzFesBtm9605t+Q0F9wRf+QdYBs2IA4MbQHQOr2MFRPI2xgR6gA4jB0CiOExQ40gtm0oVpLIqhPZBA4CcQQLqDOZ3Bm+W2xPzBxFdXZ6tqSzx+QEKYjKHhfIa+wXhhs0igzZ6xH3zmqYcfeggcvOYXQADeYrtZ0DiQhlXOBAoE2rAWkDWvNWZ7EJg+GyDpRVVyn11p18uqGBB1x9x4xcAtsJUFphvmBDR4tnHUIYoQoQYBfGVZwT1QsVoskUVe5Kz9xDUJ7BvOxYJPyEoKEIJqscVWzyk5kAy6SHjZRyjGIKPAQv+hTVj0nOPuT8BSfIwIjgkgxMpJW2mC5ZYuMfBOC2xY7Yw+4eyAKA3fki6bShEl9OatOxnbz/aIGbpHtFPECTOCOLavIrZmt3NyOqNZhkVfLMQOads1YZa265o91xZEM1VhAcoyCyDwHXQzrcbL7cmcpbuAbNzZt8OiU9UsnNjkbqiGmIl4ah8Q1tEfOEUzokpL3IfoBV01kLp197i6e9K6Mx3qmq2IaB58bnTdIS8/8Amb3I7PhAx95mU8Y8oIhQmRGnbUc5B6okPxQH+Ws6sz0EzBiaToZXYD1TYBLGToa+YJotywtfwhJfJHybCZBMHeMTsSo5NzIpikinqqaCTvuu+v26jFwZIDGkaydBES84G3j3qUhWKuJgQs7BOeUj00QK+ths066/YWzipBSPp2gviloGDeCtj4JODaZ2qP6fXxwsSRhrtKzyQ+Nhef/oGD6SkITKXpYjNjsD8ZdpR8aMmWGKV4mVpDaajDp8KtjqLz0lbjFIpJXLsb0ZjxFE6C6RApTyOxX9YDEamgQA4pcRlTWOgABvyJN0kSqh8mkCn54Z1ab9hLo6pgkFW/6nsIHFKJTf6z8XpwTlcykAD50jwDr6b3XVGDrohIUI3+wn/2tV/91V/D3eZoJNBI4P5IoFEA7o+cm1IaCewk8Efe9sfe+zPff28CDAugwDDvUC9ywBWecZTB87Wvfe1vKK/YDYDA9C2DQKYRlzFVMgIQh/rdp8hDsx2ocLMdZJti0J2wJhc8GVEsLcjBWKhBSr41yjlxTxbM+9jJcYvH4o9pfFstN5iZHcZFf+Beuc26OZP9uHLrqw+RVefZG8+ytZTAIhAddlswFbtwbQkzOehPp1i1N/gE6SDQ6uEvRLEYy4GzuPiA5wdZj9mGLMvnVQlMAhoN+jkexbqnhy98gt0FwBowR9zP4A1nAzEf8IYg5d1Md5ZNGxejXr+FtxL79+JohBeyMxh1zd6voH9qIuSK+gZwQuFBlj0Rpc3SquoSfWGzrrRBb5ZAoc1Wl3lgOddkZwrCNlNFWXdUxMiEkiC4Zcs0Vihj6Z+c7w33zgfjbpvAOp0eNSzZUJftyoQ+SAyXepBWBzd0rMRsbTx9alovym1vMHPVRDvPcnZM62cRttPqSXw07GRF94XjGvxNFfZHuBThx4IqRg7rRWvj0e6CXuE3gmP1c464WTzARNOte5S7OZ4M1u084Boi6LAFG4uhUUvJDhXuJ9lQK8Gy3URZRWdz2gmIDiKkFwkFIynIUI8r+8m6XzDNRfBQQaHwEjVEezBRU5foi1zyVO2GAwHaEBCOA7TODR9wmy5i35UE/kXdHq0NC9wHhjrvAKtcOI2mUZ804FcXlyumdIRWEadZX1WTMnjR6BDTUtRL3yYX/lfUAvmgiX3KI0c//4Gb4c2E6OQQ1na0YNhCbGh5Ct4VjIcvXUod0rAKAdrl3wtzAPzVf3H+UizqFzyLV47eimIRNHnAfwL6MVKhscljWfEuUYrdjRRRYtQxKOx4sCEgEsWljyQeejvF8kg+FGs0CUQ4DdpKnkcQh7as4fbTR3mztlGgDFASaioKF8Wg7vEaonka4pMHvMkoCnBr8ykm3mo5C2pUg0eS8L8TH8okHaSxSFYeuQlzczQSaCRw/yTQKAD3T9ZNSY0EkMBP//g/ZIXc6QIkzZAOLMb2r2sCWNEp8lb7z7zrr3yS8bCB4cPRYGkMR8dazW870MaIKkTgLmAFJWGcrVjdundp8PCnHFx95KHjs9mdZ49nN+eL6ep4oaeGqNLkfshEjNbcY+QGeuIozhw/GMl5fiM2Ctw4FQS3OvOl8fgJYEp1KNZqbFas0QWvgXj64Ag9NXChJ75kvyoXRb81nROqn+pv6hovGBYydthvCtt/V7ds7PjaO4n1iTmfaJv6kxCvf8nGAwBKV+4GkgDcV04jgCKF/iE73V22w27eGRZrwHCHKQWciwysCYP4y8Aw6BwHI5Y0UAh3asOWWGvAb5uYMpwDlkSgmmCZkqHublewIqaoKwzgFpjLIlcsoShAuhgJ05QaWg5iCW8aY/lsWL1crYlLenp8ulx86OEnXn1w2emOkipBdD4nUuWsnDLJAK6lTMJzztnUGGUp6+TjttuTaXslbie7IxMwfsOEgqJF9tv2Mzfy/fEEjkFby7r96PXelYP+eJBahJ2t2pVbLevUg36I8oQmANtl3TqbbE9p9LP1M7fyO4thQv+CMbC7rU4VAivGuyr5kDWtQhVTpwq05mN7G4sHtGjr8mFzMl+zXiLKXl7Q4ljrk+YJnygmiKxa04iUZSvjl8Vt0Z+OJV3IUN0oHfCujT16YzDE5ngIGxVL/AgntoIRiuy0nTys6TADq3YCGUPToPZWikZEVbAj0jlZ++sacZqXJ6jBTF+whLrda3VRXTF1k5iVJx+8cQpXZIXaTj52CtrW5qVIv+FE8qi9NJHn/JElfQi102PTyYOMUjskZdGst059jORCdmoqqvawHFl3WQW34yTks6McZYjEEwtRYSE/t6LGlBuvvqXKkL+Wz2+6YRlcRcPamUzlc34UmKspEIuy4vWNVvBtENpHoXb5WNYN7k97clNV2z7SksN3IaIgpWIoLtrEunGHPz/igF7qVzRst7tSIW+ORgKNBO6jBBoF4D4KuymqkUCr9Ve/6+9/7/d8zw99/z/Q0qr/gyH/NLqCnjadL/2Kr3nnO9/5ycjJdcA60HeLujMrxcRphI5RNggEUgEKXR6ui3HrVZ/x4P710eVLvYceH374g2d7h8Pn82q76Ixvl6w8Pl9sz2fkCshARjCH1lXgVwfb8rKCN4d1Y/ZFtO+EkHksQsG5OgLQYB/Hxg6MApuxPhW3636WC7eEbHzgkgOiEJAMUUpAROzoCwSBKn4XSxxk6gxE1lrvj4eEnp9Xc4Cg0GgFUMClpufSW7xNsLQDWTbsEpBh/hdeAGdkVJegvNsiXNBsAdztDvYPRuPB8ekpkxpA/8VykecZnIfmgLnXWJLs7VuvdeJngam7QumzDtRcEqYINxKUEO2y+Daz6xb4Uogp6oN56pgKBeyrDdCM4FJVHc3PAeoAh2wZgE19gjiP79xlh+Hx4dWiYDkEK0HKs1tnB1fGrGyeTk77vatZni+r3v7RYbW6Izju4BNmkFCx8mKZ94gVOp6uJtFjcBE6uHWXjXkR/HlZbe6cV5/+aDEatFHSsj6VArF13c6Wxui0FhF+Ce6eu708Pl+//7nOzZODSZ3rmyNiM14+hzwHGhWzBU6z/cV2ijgBYNLEkXqIKJYqB/bTtQUtq0DCLhvV54q2QPCY+21lFC0mJXDUIQQWcz7AfYSI3BSiwpSV1HfFpp4JKm3aECfRJPvs+uz6Btdd0068NhjJu9nh4ej03h1ahbUl9l9fBNEvVYEO6fhifSo9Dr0IR6CDvd6tY3zwxO4o3eiuBKRarmCYeDW4viwGg+HppAoaEAiKCkf+KD34gjMuRNyUEnwm2zmXZJF7NQDkYv7IlE4QAdoRYkMi6C9x8Ng0HNrOL869g9KghG0b5ZEe8mK6YAPK3FJHsDi/OCEdXVEe5M6mUZlzJU2kTml3tZAhqhEl28hRgr5Jon+CfqpcRpWtOC+F/2Ew6vPC1YTEYqeN2L+cXNCGTWusT39waUarbqU45D21b1xBPd2OacbgnFdXd7FPsPth5Gg+Ggk0EvjtlECjAPx2SrOh1UjgN5TAW97yVjx8/un/+oOLciEuApeBHVet8fgAo+/b3/6OT9L8T64/+rYv/6V/8ZODYT5bLLgURohL/GHM9mhtx/lycLn7pjc//vhj+/uXcS7frhe3X/tp+0S7/5TXPnF2t/zge49f+OA5wHHUb904xvVASAAsxA4YYARbMgF1jNbfNfa9Fl/ug31IBsQgOZiDEkkB+uAUpxQSYHYl8CWuQfjGh0x4pO0Q3KM5Fny90b8FrIGKAk4ZDgkJiguL+Jv4nllrRWwdPOqNysIa354Agp1qERaeJJABECM0HBJAVEwOAGb2hmNMrNyqUVcMucg66/J8Me+xgGEN4FNFYJ4BZQP7K9bLClQY+IXo5DrWi7SoOMBpORhnFWuRqQU4p41tMky6gebIAnQE+VEX4BwojkwSx4otsFPAfFJDduaiqlAGf56dnaAR9UeHxXjf2QTC9LS3xbB/cvt4/2AMgEKTwSUKoZ2dTa4/8ODN555zhzQ2S/YRO/6KDst1lRo1ubf3ezmrbY9PiuPTxdFeSdUOxh32UTgYtfaH4l1Y5xJLrXpRtnn2ZnU22Tx7p/fBF4ZodRqkcYYR/XviH40XcJb2Igt37An0KwgpGS6tWfyZWtWI++ZB3iTA/YY2dSkIeXOWb8dDHM0CrpLMAFNshEdD0FkQHaUEhrYQilJHpG+oU4qqFbUdK6CyxnOt51yhXXBCBlQAokFtOgdsXMYKb2LC4sG/cjkH0qK3uq6Uxk6AmFZhfYPrFDrMD3Xmi+2QLQBY8yBhZifoqiqi5XLNcoJUeUEstDisbojAazhLPV7QTxWQi9b6ePFMHVkiG7f8TlITQdu7hPUxc7WGYx+12LQOJYipCSMXRTHQJ7m4Xbnwivi6+QMbZOGwkDjxS+aCk+CVGxZLjeB0JbOcI137bwL8suI9EsqOtDgkzSloXkcyzfHRsWkFJe1SJd4zZi8NWqA+YLEKDloQ8ie+Jbf7CcLclpSpLDOS+RG3+PRNpR/yTnVPT08/cfjjINV8NBJoJPDbI4FGAfjtkWNDpZHAJy+Bxx57/C/9F9/257/5PxIuMiIa2qUzmy2+829891vf+tZPns4XfOEf/Pmf+fHFvB72WywKZVQFlwsRYuRm+B/2No+9pv/6z7n66EOt0eBWNSP4+dkKK2rZ3sMTozgYPTLo9UbjvfX733M2anUfOtrcPGOMdyRniSIzEsS+F9Dz3SPIDAO+jywJ1mMugBowfoPpGdwpHWwKNGBI5y9M6WznBZpLIINkmiNFGvgPCwsFgFnWB/4CjKCP+wGJ1AkkHkCH8pNXDfoGSgVbQLErGEgFj+0u7vlMLmz7+PxgyhWWM6XSuXzpaHKGiX1zsH8Es6QfHeSn0/MVughcrTeE3xEbitvWsUkWSBXVg2D/+JGjZ3TYp4wauh8B8jTcJDAF7GKtYVCHF2pIHVA/cBrp9vb399leYFESTQYvIZES1AWFWGTBqvi648/d6X30qQ/gD3Xl6gPMdOQbFk6gvYDRUBw2tD51Au4PugVonxUUC0OquwcbzkestGYXhbxNPJYMnnGPAr7v5kEU0uj4LGcLZgIdFVlrmN+7ckBAIV04YA8JoYrMq82iak1mg9vnY2oBHOMXGEdbUmOESUpSM/mhOqY3lFCN1hanifc2iMUUxmUVRdLXlAiu29y3MyCorXMKhH4ndAw+XJstiwBwzkdMmt47nSmSQXoER+p0iKNEYCjhMI0GE3Ysy6JgaNuFQujxEOWMm5RFPFk0UCYQXEuNy7ha6Xp984U7h2xChYeZYaLQw2DY1FK159kBqB78OZXDPrtMjPS64yFL29lBGVUEhxz6ePT0Xu/KQ9d+6Zeeo2pI2G4sU9bbxocloHCqa2gBzmdFt/SBMlUyu9N4C2TF3m63CLZYcIzYWTHue4Hub/UjDUveEzxH9khFUugDO6lA1r7nTVPHh1X0HN54CsP+4h+FoiMbyctIaShIM19kjcRxzxpBk3xmjkKTLR+x6VgndXIxP4LbHfFSWQmUVB1aKWaNorXsG5QcApes1PziLzEmy1F5n1mFxL8itQzXhLteIGNzkeZoJNBI4D5KoFEA7qOwm6IaCVxI4Ku++muuXb/+H3zV20CXeK58ydveie3/Lb8Z9A8l1gGDZqpl64HL4/ntKXfABDGuMsR2sg5rZxevfd31hx9ajfqneJpg1SOx3vVLdowFx5VZUVw9Gmwfz6rF8CPvm4yL3hO91TPHrbn7TLldFMbKoiha7Xo1cwcoQb7oMXADEBjwFneAIWmw1/YOByTUD7tV17WBaSBjdEy9F8hPHE8c8vEFX61Da2EhLJ5F2ENxwknwzZkCnuL6k1A4EJ8In9BksWwPFwSez+eVy2Y5LLrz+EMPLsoZRs51vRplg1WXcDqbyWTKHsB1mwkEMCxIDeTHCmAXMgBbAU5ITAso1YQ+qkAEMwQYY+mUVeGpmgn/JQEuagParAkUY4mI+vrRpUuHR4BIcDmkqE65WDz3wvMEQyXMKEnJC6Bmy4Ita6Qn2+He0b27txDPwdGV1cKNDIhcKgrC0g9Wps3wgEIJafcODi7NJlPiLiFtoO2qx3QKuxuwwRYWXR3ZmWyBtYCF5OOZmgQbEyzq1rQsXjghvhBw3IUW9cqtjFkLjZEVlEth7HdFdawNfYBDPSxcfOw1QHCu7Ek+4lvywDvbHFnRpig8mNt5BD6mWERINQdsrhunglA5xIBMoJ1lt0W3aV1utWcs2W11Tgn26voEowDhbkKLowaohYgLaQtaRqRrk3gubkSMPvYtUWHjF6aAohFkMgrfbKaxZwJpF+U6L2LmCmgbPyo2QFgWmKOMoHu4s7VdlV0j8kylhtkDCkf5ZIUJaVkxDvKnCkkvopIwphDisF8imHA1Crb4IElISpntklEiPFsZOkqAXFab0FzqrirSGTMhaohWUqXH/SBQQYXyaAcQobNbrFRkH4RtN1EckuSxjzxJndhiSeJqh8D/NIyzUXZx9QvSwaQi9cL313I5SGZNg32fBfkLZYxsyg3Qjx6K8x0gHQrWJqYVJB5tZTrL4FdBRIIdLRnm4JknPou0cdNry6RFg9TmLX/43//kJz93JJqvRgKNBP4tJNAoAP8WwmuyNhL4t5AAvkDP3Z7j9srE929t5GMZwNm9s+GwGO4VrVvnjtwMsKIEfwbdzaOvKl71Kk7PAY6gD6APMMHo+Cy5RHVYrwb9ai+riodZfzuqTqunf3mRFf0re9sbLPpdET+nD7obFqNFdV7kABfwML7wUsdcyPAvgOEvDhywWU5JAXgR4fvNYA83IhCKI2ImkMcYlKBPnOvBxE78kxnLKwmJ0gOSDJM/NGO7WYCqbuK4BgNSI3x/rD52BakoGTgOXMeKvCm6/dFwuCBQzoY1wR02JVrjbDPuTc8WBM0k4CPQh/D94+EeK2/x/geVs5YAKJ8VhN3ZVisCbrKDL5MD4bGiR4KGcPYEi1gsoTgE7gm4w0MWI7BctHv9oQcODw6ApXk/Y5ky1dG3h82Ke51nn7+xOV+DmqgwMx2gbo2+q9V8Nu0XxeGlFsuA8WciuKqbUBEQBpzeApLmWKTxRmeWYLw3Gu2NwYunx+cuUq5oCx+tO5vhIMcVnrW9LIcQegMPYY9KBrqyKQR2BR/lahTBV0WQwkG+wWh45MRJgLkE0ARiGMJBg67apbioKhBYgEZi85HAyYF+D/TPjst4KxmQCPhIFvNhsud+32mHdr3Gtr+3WV8hrku3lxsP1gmBY9jH5QhTOD2CmxE3BhqIGGack6HTiPpFuhYtJ1Yw0GwwD/uoFq4YVv0hi5W2QcX3gScJ3MTclbTIyHRB9E+5ghJSkmemONzZSogMJkdQITR1gH4/u3d39shDey+8MLXaSWJQS5byQMp8BGvxYceISwRsmV6kRoF36HvJPd8RVzsgYaTITBTdD5LqpDBFFWVVddHa8WapVPtqqG04/aXOA22okMYy+A3ilMnNuEEFQ/eKd4rCebFSYssmmYyRWLaojteh9IVeFClkhhkwp154sygC9M80GqsjKAHmyUMvVxtRvlxyDkupflxzm/sfO7ywsCQVWzWuUgIlBWPcQSb8m0E2X/mV7/hY5uaskUAjgd95CTQKwO+8jJsSGgl8fAng8/pv4/b6R9725f+/n/iR554/1R0ey7RwhnFZAzEOMp/3v7vSaRPqvJyD+dluEygSWIQde4DnAA2szETEaXfn+6PR6964d3p3dfcOZunu5cPtzWO2XAJ5EI5m9uC1g+eeP9eMqGMxEB8UEuhJI7SABf0iLMru2aSVVPcJPG0MDLTEXsgaP2LYRJAPwJ378pKIFbM91IF+NZ+NB0U5W2AM1gM7kBw+EsQVklQL32i22MWRZY3lup5STaYmcElic2H0E/xbcDyHre7B+Gg9nbMV8XO3boyuHe5lxQNXrn/w2Rt5l80GcpA2mgXG3/BXVz8BeoOUAS7zdbWfEZ/HKQiquGSLti3LHlAxIixrWL6Z2AAb80OA0aLXu37l+sMPPngwGpBJ123c31drwH8FIm7tw/yCuElleDZsdJtmeakeKJsVIUANQurS3ux4MkN1Qe8AHOnoxEwC8xsg5FXNTMW1q9fKuRsjbNdhk+ZWwWKG9aSqoCXaiukC8SCJeq6LCHG59EL8SEvTGXgkPPSPH27Cn00G+CYIqReagVXSOC7wG5VIj+KOft70KLK4dHc3WYGg6GCoNibhg07n5MymYouBwXoz6navddt72Nddbbudo85Bgt7iDz7kLAsgX5qSQAtjiUbwpV+QMxB0KW6ID61BYtgOC2gWiTIXUvSqxQq3KvzLiFWP9hIuKwGg49T+CYXoPwLV0A6QCHWGwoBorFSSDq31H5bwemcVgSGMWGZ87YFLLzw/ZSIjCQFCSTBwIm6NnxC20XKgEnzaCDCqB1zKYGZeyhAsnFgWyhUhrlhuviQjfYKApaxCCOXTprGt4yPeYLPTzGZFHkpBNSQoXfATHCL64ArhxPyUIJ08FM9tvugL8kh3SI0PJelYZfsG/HFH7E+pzPThk4gfG13fNzokYH0UQbQE/JmXz+hfVpJ/BqSIYuU5qm+qJBmllYrwmYdceXCiJuaqou327/zdH8IgkhI0n40EGgncHwk0CsD9kXNTSiOB3xEJfP2f+oYP/spPPndjcXSYn04MYy/KYYzWp3Z7cLDpbmdukbTCdZ4hl+Wk4jm3Pmr1lg70TPGzyxULZZf7+2UxrEBGbJg7zNujYjvDTt/p3Lt3Zx/A1XeoBmgBShy+8aWudZXRl8GDQjcFXkfLDWtAKQr/CvAonj94JQc/q243B9LgwC1sbK2J3Y/ZGB5wg2FLXazaIDPAGDiP9QYB6Yz4DtrAX4hoLYFTQckCDLKgU4Cv9Xh21142w13vHwxOV/NbZ6fdfaKesiHu8vj0jLWx23aPADuzxYzyik62zQi7WuHaQHRQqgIcQR56ZBNSZ73Ke3nNOuF2TySHqOBET2wesXdUe29EmPjuQ9evP/rwowX1Aar2u8O8jw6w0KHbcP6DvHft8v50fvDcCwtQKQwiMZSNaJqaZchs9Ht09WGcPo6uXUH60MGzXZgmPOwNCjy0qsGg2BsOnnn6aZhrL7FXd/VbWS7Z9xccR0lICQp6DpGrtQW8BoIEkMEEwsVFSZOsEk2QzAciQbCg4IzvOASDkMAkz7eQTEwsiA3Mh0zMDXKUPcQgnHRxB5+Y0AGP2PPxqqHxUVOqsttaElOJNbmHxrXqLNjsgBkQWFVbcCkCPcD9zNr4ejEjlSYxqAflo/jImH2GsulML0JTRaMM4ZfiQa2gZ2Z5iE4LLWZqYE9sKlamLVFCSBawm2xWVW2UmoNQccVa59vepj0g3KrQX5kgALyAoFPOiUaZ9QYH73/yeXpGFKv0KFcFAkLIIJ3Y5eM+ItVaD3tCbW6TzLLjqZ9JgKFgcJ9uYA4T+8nMCRWh4UJNQES8nTSAZZEAuiRJ6kGQ5CNyyTdnQccGRidHU+fF1k3KRlZgu0T0C5mHOT2LeCZe90YC9HaGqEBs6MsD5RlKA2xavv9O5NgKJjlH2dY/ieRC1fA6+PYkpCO38cPJiwetgMQjL+qKjQL1v/v3frBB/y+KqDlpJHDfJNAoAPdN1E1BjQR++yWAF9AH3n9vMCwuHeydTc8dmMNCh1P9p31GNp+dYdnUwR6UweanuOm4SrC1qls9lpS6NpHFgqAg3OInuHV81psOW+vzD32I0Pvd/VFnZizE7eWDwfHZcb8QlKsxbDYsY7158y6LZgHlICuGfHz9waLA0CLvL8oVMJUNd7N88MC1B+7cuYkbPB4s169fvnt23loYpZ7yAD0Eu4QjnHIwi8M2viXoCzh3EPYGuoBp7LLzBZt2oXKApXH+yVEAuBgaa9Jgk0SBHBRj4n5eOdy/+eyzeO3sXzkq2IaKLV7xcSIYTjF44pHHnrt982CPdbpMA5QEyoE73PTx2GFSAEjKYcwfcVF7Pp0ASNlUC1Sl0VQBqMngm4GXODDo6HD/U5547NJ4D8P1+XSGrjIaZXmvX7uZA3h+NUcW2/y5F8wNagKcAUChEDAaDMbKhUHMNaBlMKUBZWpBmH+ioKqREZUSRxSuXrh7hxtViXs7a1fZFg2fIXY3w4V9CWBl6oQMyfAtygSiua0bTUE5TAhoSE8BpoRvQEJrAuoNdBl6ARxxl1kXkDCHMA9sCDccQHpQmndxz2B3NuTqFUloL6pMZViywUSDvkAQwqRNQNXt+mpne9jvDygOn3E0F+Yy6Gwa3TszjPc4/bMdG8s0Wi0WJeOHJixNyB9UL3IU3aszRD+GAgAxNUJ6c+AnlElWDrAGug/H4Hg6NAVZbdDtin0G+htWXKB10Ms50P/YoLoCbgpo6elFAfql6pq0RaiBUzlnQwDFsCwDo1tjOYJA4HsehWyhYQ4PPsXTGsVJSUUCG/uELIgbmiRBPFCp0ZUltTOcq98IhOEJyK6Hj/WCnMoLWndoESD6IAxB5ZQYtRktGFICbXdi9oSkISsf/f/Z+xN46/KzrhPd41prT2d+xxreSmUiBDRBRfuKEluiXslQFTsJMnub2wTwNl7ARFRsW0FbkgDiBxpw7GvSKtq2dgOKQVsbvSJgBiGETFRqeOsdznumPa+1p/5+n3WqOsiQABVSw1rnnL3X8B+e//P/77N/z/N/BkTRKEAVCltUMUD20DI2UQ6KebY76GcZ4OCrYKJJHneoYxFppzMLxYjKYZaVHF08UT5UIxDUcY9RuEr8t2AZyHjyCG5wt6QKsl1IDP9v/q3/vUL/T3KpOqk48JvJAT6o1VFxoOLAM5gDX/9Nb8YmHbhbAhe/YPkmX2/291UN+yW+AHwtgDd+9/O9r04Qm/QFKESc5CYAoTZX8+m41V4QUTSiy1OUvL2k4Z2sF2cpCnfUi2tyyWaf9dKXfN7v+d0XL1zqZb00zbZ3uvv7A2LbUyasqOtbfQzF8Vltp51ep0vmgQtANMzsT8/uIFewl6AvpDBHYWIGFhZNgFZBFJwIOUAr5ucilGQ7QaGOElQ4ATgxHBGor4kN/8I4PcDD+mw0Xk9Gj3z0o2d5DhHJTLPl0/FksLeL+v1iv3f9+sPDsxFGH1gAbW/1ycLbzbJBr09nQHMgKXNP7yAaUT4qZOAWgAsSUc1ivq5BE4VEOehZ93YPMlynWy32AgBR21s9dgDQF3cx/ie0JuFu2g28fvO5uQWoRxcAqrTN3gUdrvN8Nh0PF7NJHekDAE9yLsqS95d8tJGFl6pnZ8PD20fkXjgbIY1ADbAbsSHBh2PJJgBAD2wN+l/gYA0ABi0KPQVeTiwaVpilM6isBNbh+qwqV0DHE0A1I+UZg/QW4xZLgsaQKkSclKEu088yIW1CmiFr6TbO9ogFWCwIe5tNBh1sLcE57q9W/dVif7O+XKvtrpcpcBwjKBwdSKFMLKPNekJsVvIoLwoyuiEmgnnbrZVBOAMnCl3ZxxGbwiJlAOiCtnI5nA9NotVDQ2KATN+BnqRxwKc2wxpMf3DnD34zH0mSWd31ZGh8RDcEFS91NQhdO9cqwy3EmFmiSBDj2eL4jMwN4thoH9JkN2XK1spO4CCctysocH55KuUczg2vcVOWsbyRlVhHsX7thM5E2LYnSdE4t5hCivOYNYGYDWkUoFIIPH60pQi8zPUTh5hehkBvCMxBqfI9E8oLvURfdBoiAexrIltBik1RjdbXRuNCdDXOktz3QwbSt8ATvTg4/2Nwo3x18UhNCDjSz2m8BCNkQ3CjfOLwLFIWkzTbE/03dVmu0P/Hsbk6rTjwm82B88/sb3a3VX8VByoOPEUcIHJo2mncOZ0RWd+v14AquHT2M5BPBC3EvRb0hJoQPW18kaMI1tygIAMqRiqoxVVQotJuNiYHV0zHC+7F8h7F9GBr0yC8fhdLlwTngNli/viNw93tg3aSoLFuJ60LFw9a7Xona3Z7aNuF/hwAMQDS9s7Bxct33XX3tctX7kqSbrNN53kty6eLM8xpYv9fpDMj6CaBgUArQiLRJwAqScgBTI5jUiWASFFU42CM1UlKaBn02DOkA0y/henLnV4KZGl26Lu92+32spRxEjD/0pXLq/kMIwsgzaW9fdB/b7sbvgN6IVOYOETINUJDwum3EiN22rfx80FM7GNgpS3GI0g5jpDYmjfrlw/YaOkCg9EuLxd5L2tdocu0yc2s0xz0kD/IfVYfDk/Ohiea/TNI8BLoCkMmvIeB6/BfuQIhhRCfqmrB/QwOWL2pLygPChwMiAKa3rx5czwuaKPXEd0SoQaFacLkQkxo30kgTGxNzKnAhPwfD1wWuF15iWUQKDbWGB4Pob8NX06UvRhbGftSAiGM4UIo0DWQnM0oO5g8C5/p+WgyQdQAeII2yZ2A8RhCgdKMXCKwTzOpre+pb57fqj+vVdvDWAmIvVJCoHWkDwaJFwDzBH9xTG4z4WjnMYiCINTWAk/m3TBRoGEC8QhfQadCaEEjpNBKLF6BNTfEmvFMxhlriHcFuXYbK7UE+U0JEb8LRCzROHVJZc0mR6SZRaghQhG2Q1gs8WlZETLKwLUGoQdFNxpkkNBHOXqhMmTE/sw51nc6Q1igEckMLlE2LmXaE7KTJ8FMnUgUNMTWpUQZINt79G+XdiWdwG8YrLM7YJtPAWOVAQGflVxi6BamoeiR9l1Ygf69w3QwlQoW1oU44DUfYYzTgPjUpsnIvSB7pUZ62KJBcWCgLRuI8TiuEAF4i1KWhBTfvBOrI+bAW1GiXC1BrPc84eBEFgQfPIEAKeSOg2YtrWt/++/8SKX7hyPVUXHg08WBygTo08X5qt+KA08NB15GLKAhfqKbQac1wfIivsNRHBMkBjMQcYJhT8ovca1CBAlCKt7BXQ3wLLrY0QYzidp0CuTFCmKMEJDPUSbXks69q9V17CyAjEQuaXWb43zy0z/x7+kENLu3PwBOzacz9Mf8YkgP4qF1wRRIOOshRJD8ttc7BbPNZhO0fpiwYL5SzCPzKmAAta+euSJlfQJL7aGAAUiGehIAKaRJUwhrAdnASbgQY5fCHgMhZzCfwYYaDwIQ8sXdXRA48fJPhmOqnBwer+rr48kMhX2NPqxdWxdrBjuZDKeLdZK2N1TWHbbZSTqzgmTEhOBUyQqXxDqSoOCkT0CrlrXR7qO5hJ0gX6SZ9cEubq51QD/uvWjx0UaPJqPRbPKxRx9hIBq1KM8APY3zSEncCLB9n8+nZALuELIeff5qAbiaMy2A0REuxIy/NplOTo7v3CFHWK8DMTAgwUsAOgJNckf7DbEUhSHfE9Gb2Eycr0ewB0+0zioLaq9vQdGzMNZhApttnFZlOz/UpTRtYzSyIk/a3J0QdlkEpUb2pCZ1sbehDwBmUm8MVquL9dpdKfm3FoRspSLTyaYE6J8dmjGiQzRb+g6wm8FUg/+516o1c8PhKGTNSaXMXMMt4p0iDmkGxlGS7musCpsub0pqgNIIe8MMuTkT+JcHAYQZn3VgDhBeeYAgpbRIHuJ5Tppk7rCgDXXD9x/CgVsEmB4R7X6DWREjhkQ5ymeGH9lKx+dEBJ/E4TyOV/uSs0FyEBKTUZLCa4zD4cRMOQlcOE1eu+C5EX3qdUB/lGdeII8z+1RGdsvCJqIZb1rJ6YrikGdzYZ5nf640JEzXXlSiMI3wGmTLE4VQbQGZMDuiwRhgnDN2Li0dhwRSSjQfGwA+knbfHBKgXn5FsbhVUmct6kWRaCFI4TL49IV/+CuNelx5/T7B5eq94sCnhQOVAPBpYXvVacWBp5IDf/F/eNu3fstbRHa5kT79Pt/U0GbuCBvFgcAIUCIXAInS7ACUYIRNtNBAsuYyIV9s0gFbD5oLdNzjPG3V80EHe/ZDIoKY2amhyRAaW6zVb94+6w32VutH+OI/OxoSRhOogTcj4NLw7+IJ1PQEPm/OCjxuazt7F7ZX27duPY4VELCLgKIokXODZIp5+h3CjJLtdwGmF7SVuCKiugiM6sTZbGMcgdIZN1Jj5iB6qEZEYslBScTJ39nqZkD/6Xg8onl9FVDFn47Gyfb2YniGtpdcY5vBzvB41O02G4PkxuGi0+kAXnI8EkB4QHzkJUAsKbeEXyjW6yvSoYWRDD2yW+Bmymo5HI4feuTR/GJ+/733AsqBM5jtA+ux+z+bjIaj8fXHb928c3x8dgJiArSBlDQbQv9NYl5hH30xScI+tOkYRnGWsx9gWihyCLATUoxHIwWD2QzDIlJdpVkKfjVHgphwg00OjbIjARfYRhDm06hLSRkgkKs4UsyoNhi8LkiVy5SAsZRnW8eHqtq5wULhFQp4lVpRG1PGlsxc030V0vS+apNS2NTOtSmOt+QVJrDSetmt1/tYeuFHAYzfAPVZAisszeYEVKrVjotiop29MVaZVGQA9jsw72GHpYsUsW5NQw3OMmBBumTlfKBPuvTKV8hxbNIo1xwCcB3rMZTobhuwspk9dxgoTmXotUZUpCzVGTFjNfq+Jl5spzD2tdkwgnUoxVlCGN0gP/OclQOFri1+7DlQbLCO02CjFEgY3Qv9/XidlyzvlTyUBAYt0Z7I5ygV44oKcIRRs/XA1gcndiQb6Naeafm83fLcDl0ucNCivkiiB9yTFD6YiDW24QIIq55zvtKT5nWOwlaZESfV9cFWg7Kfo+Cw02j9vOGoQWeuIu7zWOopLXvi8JpZeZIUW7A9C0dFX2I4Nn8+uNqrXv2VX/M1X4fzUtlI9VpxoOLAp4sDlQDw6eJ81W/FgaeMA2QEm8/zXi8VpYjyRBc4Pg7H6+0+4TfxnOXbW4WgYEoY4AYACBUYg5IW+Cu0aKy2BuKIBGX5eEVQR3HV8gyH0zkmL2oUMZ/gC71x8/bR2UMfGwwycllh776zM5jPF6MJMSvd2adtGktaGQbQ4FaU161mr5cNdna3P/KBnyXvwYxMruEdi1ULljCQ1Qbik8pXz1VwLV6vPCnBg7SSpIBIQlgyIF50+905HsMbYuov8JbNUL8nuCDbNUAPo3rEEAaJyJKCWkgK1u0AVz924/DC3oV2fY2dyI1bR1iJL+aLWtvEwOwlQMOU4JyrTbeXhvV/m5g/DENmyTThNIAGvfrR6SkYfWdr+2OPPvr8e66SNipfF2lK/qnJ8cnR4zduPnrjUDvu4LGISoCkRQVgnTkBCmL6g8WFWxYwCgiG/+ViOZtNR8Oz2WS8nLkFA8eQOIBzgmUwOKpr+kBU0LOAME0tQvxoLg66pZB4jH4CPQvmUHkzlajj8etkxkRnAXaF4dDlWERjygCQgFG7Bk+0pcKYDREYsJ4tZlwxCQwd3EkzEAy5mCLxGDg9aE+R9Zpp1mMXCMOkzRIHEf24Gw3EmmGxOFrVQP90h4lVSRutI0TJGgWVFiugU6+P2U3AYRcTqCADfruPFO7U0BzjCmpjgGBWmirNSLjLuByHYhGcpk2sp9xmYWhOQfnZQoiBXMLjQAkNrjeTHHOXZmbKYkrCDRsJQyBKEm8KXw3NfmySRn2xIYmOA5IEtPzSvZ1zcBVlnQTZSmGxONMdDVD2yWLRTNmkEozFodx8DmH6RD2lBdqDML1SMLiKbmkyJpKRUMALFrdvcAQZhssgQxmA2/pecCsYRMG4xyKwcxxUOHRMiMQONiUTYpBBvpU8iSdBaVwGJ2LI1JAFZY0nS1slSOK+bZaPy/N4xosN11/16q9461vf/hsJfPxEc9V7xYGKA79RDlQCwG+Ug1X9igOfdg6gTgNBTKcYkTc1LhYb1K4/vt7aRm2Oly9fzgYYdLs+rNKBA+WXNEiD+4CFwJf45K6xRR+N5piya5ZdNGf5ptMD0TTnEzAxQSxzMP0999wNRsT+fDyeEA0y62A/g1kImEd0BPrABZNInegawZf6/baxfl93usmlK1cBN6vlceBaABTqXPwK8PjVVER9JDhb3ClYAIghEkA0wRO7aR8pRR3zLOcZXgs4CeD6nDRreC130q46cqy6wTKqMwEoai3R6ObtDSLCVq3zgot3//zH3pf2t4vH6hd394r1XHulOQbry1a302r3sumYdMCnI4JuEkYTl1z8I7CkQPOut7J4mViWbrEsH3rkYTwNgOwvedHzRpMzQPmU4EHj0XQ2h37S9+p2iu2MxjOaD/FrEgIjS9a7nS6Aj5BBxfSEKZuNcAkeLos5gLTbaXe3iaDDzDgnDF6VPlC+XpvkRP5RRmuSchgQj4c0XWjGA9zXuAU8pyynrYgqbHH8+VzQEuQL2jCuoY4oDvkBykjKhidHO8nhv/GREG1m4baqLQkgmDadUqQpxKGI44lmn0EFPIYjq+ly+TjOvo36vL7pIwyhQW/Wx8vFsLY51aq+TqCpDJMpzdClAcJ4xdcBCjLCGRFGKmQS1iR+KLiQM3R8K/g0wQ2ET+xWNN0vkTR3GWcMAJjrKc3IrCduyyulAc3o7c2otfAHuY61jdjCY6pnZJIjtBFCFOsEpwP4ZmhRj5zwr1Rw/XjQLkXhFm/nQoZshCTb4YAIKfGUg89IWVgRQCbJOSp6RGt2RLmy7nnjUZPGra/YUDZmJYigDSbUCZNUtzuY0nOCIMrGEXUw49E3nhN3ybCkYvgxgnjOi5IIb5Ab9Z16Fh4LRP7FYIMKmenQosKT5EGQH0VL+lO+OxwPKvtCnY87Pu6C0jLPN1p5zWsqxf/H8ak6rTjwNOBAJQA8DSahIqHiwG+YA3/8//tN3/MdbxW/PAGYbt5svuiFLTAwAEvoJXwC/PCVLPgR8oAB+E6Pr+wVDpjpZnK87HeahLeZ5GvMQPh2FyGAzhbk5ALJgWpRGK8ffewR89fig1rfdEgRjBIdAUC8S3OAqDoa65SUt9s7GcrsCLK+maPpXG8dXG23eo3aQ8dnR8T9AeERIAVoAlIz+xAobbUhLr5qaQAlQfET0shiICOgw+TGxltk7FoT3V83U6LTaKZD/w1sZtjSAJ31MJ1B3EFPDhImkOhmOb55enFv+0Mf/hmsiA4fH17ZO1guZliEFBPD15C0ttch5cF0tZxPNABBFGifDKcB8EQvYjkAE0Plp9nMV3kxnM1mSlabDwG3FqPpBLxPeq/pdMo1+xehvRUB4godsNBtkBzkiwaajtb105OPBk4jDmvOtoaUkpVYM3iyeGE6BZLjrmFSEEGA+EB3PFZhCJyCHZYnJ1rB5kmARlBbkAswK8huwCYIhDPrJfAUugn4wIvKEyEz8OJyqNcns3GxwN2auKzCdKY18CGyHlx0vYTsgO7ccXBPYEzUV4QiImoS8Me5YyaQmVwdjGS4WB8Xtay+SinNWKCBCaMSIqeJohuZrr+16WpzTJQcmOT2SDhDsxvDqKhVSh68hf6bJeUqpQVXLgpv7VlA2FwAsUOCYI2iv1fqEdvSDWNnJfTq9IDRPzpyrP9jIDiT4MSMry01WGCub9qBChYWidHs4Ryn04zdeTCCEKqhlbXtcsAWTnZS1BqCcRqhRpSPNqNaUHXeRjQW0NkxUzZ6ZqhWiyPOnTNqmNmAxh1GEMIlbPCJh1U5+Fio/jdTnvTEHfd8IIse4sNIX/FJ5yH/BHQYN3sGvLIJy3AS00xl1wM/sXFhF+fjsgP+ftFBc3GvHCqfi/Mi9GU5SSnrWLD+6td82Rte/8YveGWV5+sXMbG6qDjwaedAJQB82qegIqDiwFPAgVe+8g98z3e+Lb57BST8fOih9ef8ttqgV8PdFAMMcCl3+cYXGZboCqDI97zIDCS6IXUXGGQyq/eSxnBCqHUAKbgCFFWfTZdZp4vO21S6qhIXhL4vihW5fom/g9+rYJ7GNbZGD4ueupN2sMPHNTTHoJ1Ijd20g2lPq9nNupt777u2+Gjeak5Hk4KwNyUAEdVKmvnKAIxEvcRDFkrU1qqXpHk14EDfxYrcXpBHIJo1ewtZowV25znQlY6IzZkmGR7QQMExZlHEhmk1kl7WWHT77aQYLy9dPXjfBz505a67OrXxeDxstJP93vaqNZnkjWJUHOx2sQgiCs9wcoa9PDgTjsEKsR18C8wEjqKvWyfHo+kI46XxZERqA/A0+BPwIyWBhUFvoO1glyIKfsDq4tcrfBVseaOlU0psJRTRzRpxLAFPmDCZNw1Ric0OAjSJNbHFEVmKCNH8FySr4sBiCk05cgKkAWe19EHQogD3QXQQ6zypdFepzfYIN/11qlls8pPHk+mYhAOMl02AUkIoQabQVvhvS2X/CFlMLuY9olJ3Gdh9wKEbPxPsr9Z3ahs8Kkh1RgIGKomkSQpBJuoVKRGM39RRlpF9wFRawFjodL2aUB/vanZawpmB4FGuIg2EpFHqOYGEoDdeOPWpXBR7izspIMtdHnDbWLXuI3AI1nWw5pkGMfTbQLa0BYrKffYl9HB2LDCRAu2sWcxpM47yLZgly+I2DUtq4PVSTLBXIDafEurb9Dl/Jb4kkp49d0ZspyzjjY+D89xV6AE9Qyyl7Yw3iWeMzrvKe2cvBuoyitbZVeLjqUBU3jHeLzU052OeIIyPExUpLJl81TNqJVRp4S8aj8dcUyRuxlkQx1TxLlXlbmHZDhXp3YmxUklQec4NySsnxcbtplYD/f+ZP/Mt165di6vqpeJAxYGnEQcqAeBpNBkVKRUHft0cCKc6v7H5bi4xBN/cw7P2xT08dBd4GhK3RjQFhAUjCH34tvYLHmQEtAVuruvtQX8z7BNUB0X0Bs2pMsC6oS9nrXVyPAR3Yl0iZGtg/p3t7Q2ITTPPVYcbxFPIwv4A2u4EF1u2AIiziWfr6clp2ukkly9jXKQaP8Vht/UZL2kPz44fevixyQTjcuACem6htkrqJmraDE0kt2dzsPgANbrm26h7QVrNJRJBbY1nqfbipANgCNQ1Yqf4A604ADzVVmc02dvrXr9x88Llq4/fOWli4jIpyPRKiP2d3mB8fHb3lYMWPqFENj07WbZWuIn+thfd9fhjjxD7JmGAej6AEfGUpn1gIrYooiuoXUIN+lSyhhG+BsiNopdgRXIekkMdGsr7ELIE0TBc99h1bY7JC06x2vfj3ZuI6NzoML4OjQDfMcgRN9GN6JYmAXBiYSBdiQ7phM5XANVNrZN1AM1E249ooqjAUWuvmBsYRcNKIzCEW6B/N0lwJmY0xOR0DwCZQY0/DhjKDGFuEz3auwPR6kmFeoTHATQy2BKTx5IRgwcddjFnXLwi90EtCJy6zQ0O3kwXgUoZMe4LixXWOXS6oXt2Ucbr9RFJognHQysRhcksB7A6CJZ+D99o3+URP5LgXYQqCzK2GKPbGjKS6UEWINsA1kvcQZrCjTt2Mspm4XmSGauKJmPEVF9yiQOAgyGZNEFKo0cAd3BeScR9HxqHZ9IjOWJr54X7HooiccKrPOIyzqDR+1SJx7z4IC5txpUUMnk0SaOOMtqnkmc2Fb1EK74E9C47QJikgtsYrkcthRiDtn8QZl3jREEuL/ozcFOKpQTqzsmQNLlJFY8YJve4lrcl+pd0NqaiDznM4UvJhyDWKXridpxQwzFak993vONHCFIcD6qXigMVB552HOAfX3VUHKg48GzgwF9623f61cs3PEd8Ef/4vytOhlg9Y2zdnJNxF4N2wJ6W9j4GSfFl7sH3fKM2n9Smp+3ZqDGc14tVu1g0F6vudLKaFcT3bHSyLkp3zH5oGqSGcQXYHTyfgCzpUlwGtDLASJp1ev0B5dGOZ6Tc6veIuHiC+6yxbUjO2qTxS5fuu/fe57WTrpZF6yboAsLUTmrBQFyfJfpwHHyBNNj2A/iQJVoJHrobrOfpzDj0aIG5pj+M9M2e21xuQHzrKXrQ1aa9RiLY3D68s723T3TObrNJuq4VAWuwLi/WF7oZ4PPW6XAxyjvJprvbHaSDF91z9eatGwf33jvoJHs7vQ7Uq3VFdNKGxB0OcZngkrHCgTlxfNhkALeiXNUQH10sv5AEUxUZ0OAvV008lqezxnC0ns41QycmPdY9aMXRJHPR6XQ1PyGav4IBxktaYCDPsMkAhdioIGJpyy4KBZ0a/8hsD2sGShBHzLuIslSY2BkJA+yLFQ3iRSBgpoM1jczC7KoKRinMxCOi4a6rnTxpl+GTrhO6aq/I0uvIlDdcGsBPoB8YXneIWE3amoASWVy4ZNA5RkOsAcbLjPI7NafbBjMsRBM8iAuRM+VNuyx4ZpdmhTCJsXrz1rJ2RD+MTViqRp9tCqYR4SfWIsVF3sojIk9Wqi/QANwP9gpQ4zalnCDnA/msgX8rLbEFIDOhHUbCSfhNBWQPYbDWcS51Vn7arvUyU9f1TOBAPUYKkLZp2mBO/GhwEYTIEA/v8Ge30TdkuCQsKhXQG6OmlRCnrE8BmpCl0VxJejynM9+54zNHHW3zynV8pHiPhzTtulD2YB0SrJZVxq8uEoH7kXmxEJPfsVNkKgQJYph07e6BIjQNuEkV3UXDlKL1sntrRl/2V5IrZTTjmM5L+ca55cqyvD5ZyVpPPqjVX/Par/jn//wnK/QvT6qj4sDTlQPVDsDTdWYquioO/Bo58NLP/EwgDNAFROnXMfB0lj7++GJ3O714QKBNzB5A0hjpACREV+ECKTpBvwv+IHvTjdParRMxzHCGwXwyG2Me0ur2AeICDnAcX/hUoJdilp/gybpA1wiKBJaDtoSeIFpS/24NdoDvw7PTrX53/2B/Mp0++viNYrnc39ohJTHuu+PZeLvfHY2n03kO2LQqHrhARCxFOIA10IrZSa1OzB+MN1oE0mRLIU1JTrVaEWlePSaDJKqOJkxAaVIA11aowzPcmJfD2xPsvnESJk3A5uTGDfD0WI12fWd7a7Q4mjXbnd5FnFdnq5PxeNlrtsfz0YdPbrc3zeljj/S7jbM5JuzJqrXMl9MgBkLc3ABRBnaDtYohxXqtd3OAXXA8iFwsGuifEsS/hHbs3APkgePJbobFFAVwA0ZmYNx4Vxh+lAE7KCC3woPQDYgpBGSS1Firty2hOd3aHBsQTC+7NmZMa9Et2FUqsMvnwqYhAqyP7MfEoRoGvhOQR0kDtTc3bVO7cX/B/4pRGhTJ1qBWVBuHkC8C+UCYnGYvAKtyKnPQAeKkvHD/gl5xkkbMEAjjeqsPQGPTTZUiIArWTOub20SpTcM7QDgclLqgqKWYgWwEZeWPXBBFB2x2RF5KJzPApUN0L8TbEhP7HRQGyDsAy2CO1m45WPyKuZUlzX4fTwx8WzSygsPMrBmaVY03OgnBVTXTggk0F2sQwuzUX+ngPteKEXam1AtBAZIlxpLRrxSVlSQsWrAa3GE49Mp5XD7xasPuM7iinzwQnUoGKSBx0BR98sqEwemyLNxx/qi3JlMeHUikKyOOciDcYoNKQYB4U2QL95BM+gwDQB7LZegLws4HS1fccLqpZqtPDP783dE6JN+jXrR7frNWe9t3/K0v+ZIvPb9XvVUcqDjwdOVAJQA8XWemoqviwK+RA2QE+8OvefBHf+if+O3MEV/bP/7jBer4TmfR75JhCp2tUQcNruNuAMi7XuSCRZDQ6AwPVACs3rhY/p+N8Satdcjxi8WIQSFtEJhCq5SPSCOrKUHrBexAWCNSZll65cpdB/v7gNr5dIpSGffhVjvrdbuDQZ9QomI2lPTTyXI1e/TR01uHR7gIiFSwFBfp0A6acEyVcUFeohBH941NBRAHaLpqrtv4FjdwOAbnz0g7vFxi1DNFU0+2WsL/4+uAkymSAEFtiFtPTJ7Lg22s/DFMGc4XvV6XLk5PDuvd3snt8d5Fu0yW612s7xt4As+72db2Zn0rrY2ni+3+fi9bHo/AuzlmSIguKl0ZPjpmeMBQBfHa3MtnQrmzr4G5BWx1iyGMMWQXOFP/WEAjE8JTxJRAawJyhKWAviJDQBh2TQxeDBhKXIQsTDzEuOyJeCvQIxQoE8ANf0W9wj9035TD/JuH5xMvL2P+gaqxa6HiX94yd5vGfDMDFNIFbHYItAYIFtOK6GwlcKA400a8ZMa5TfWA5ZZQ3S3wjxK+Wsx9EgE5pUXP8IMYVGjfgf14VR+yJcL0YgyEKBIolhkTRbKcoqVz+mMQUiJudZA0D9PlI3d8h1BEhQCyDMr1owVUkA5mLYlitpYEiUUCYh3ysN8B9dOkEliETkJSYSJgr1puN1pwWnC7Q+phchBGX1zahZ05H4xRMx+I4jVoAEB7AsHetntOg+wgvHyRqHOwbcP24YHQVbpwxJVFPXxGK85XMF8bKjpU/uEQ8Stwif55pwiTSxUnkYXpwijlN7uE8vIXH3SbjoNCNMcUeBXk2I192XSIEDxyVM5NkOrwPIIt5alX/pw34Bv+vl9uhq/K7OdJFlUnFQeexhyoBICn8eRUpFUc+DVy4PVveMOP/vA/BRjwZQwu4Vt7uUl+4ifGVy4P+t0h+XSnBPrEYZSsSCKP+oJ0vwb33BRYohNDcLG+dWSWXt09QTsiXtAlDyhvYHhghwiMhwEnAFABhzetbndnZ6/f7126fHHQ3wIGERHz8NatyXi4vbfu9/vbg23xlxh6g4X9jVunP/NzHzg6mxDZRiddEYx7CAAQZAZgBQmwAJlECQKG2CGwC7xf3+z1+joWY8/dqJ3Nh/i8NvOCNE/CeWxhECwmY7Fuo0Gnp/mMAPXddnapN1isi1PyczXS5slkQKzU5bQ2XG5TYXh8udu4CsIrZhOi2BTr7XbnZDwNhNTuJTuL4hQlPmALULjcLLA1AoeDIEE+AmJfQfclHBRSQalwCnzlnolAn6ZQ+YP+sZmBn2Imoa3QzbpcE/aHlpxr7tEC41toCeQMAl/ZGggwphqYg5LYIAnXxJtAwECoJaZkzmiyhJf0IccDXsM+ppF0aexi2AVmPCwEdgeQAFTaU4q+oZyfJ0ChcJleQM/uHcUWBIZVEGyzJQyFQiqwGvCQsC7nAuhyK4DCzQLs32zONutTbFfYTIjQrrEQJIwhuBlCReUJeehdDocp3vXNgQrrue32A+zkMiQGRiT/uMERE2Q9+pcFlHE4mBoh4WGOhZvIfL6Z5jBfQzWqAqVL35V2Uuv3s+dfufj+DzxSWvRIjetOWpDL7EGky9R4m0uJCMTvuD0PaqM4l7CLOxzyVcZIlS/chM9xWtaioSjC+CXRbqI46wEiGSURdNHcx1B8GmPFO1+hgw8o4qjO335UnMNwDYietPviFqMR2SPmsLlB70EHVQP981YS5f2y67jhDFIm5LioIOFxlITHWDyFVDopH73mtV9ehfopWVG9Vhx4pnCgEgCeKTNV0Vlx4BNz4Au+4JUCuYDn8RXNS+v05MKHPjTOkpSkWJ2smM4xNzctANYl+BkCodHDTubJZLJ67Pbs8Gw5X7ZmSzEnNjjY/dMcKkZDjgsYAlyhf0WHiM+uCmFw0mquQ0C6u38AsGTHAHhcy9KDCwcjIgedjdCybvf74FbiTc7zfLOYf/Shh24f3gYgovgG4XICBgG1g9paSbbRUKNopx3U1cS1BPVgts5WAaAOMDOZDqeLGc67aPoDf+KUgKSAqwDoHv0yTp101ZzMpyQRHnQHuMxOl9MRtkar5tZmdfXi3uHth5PT+qVu1lhOUN8X0xwJg8S7uBLsNxujZdHKWtikF4S437R6/b3l8MSEvxCH1X1Y0q9btbSRgCBhCqkEmhpeGa2Fg1fQU8Bs2KUCVmoCPoPRMPUBP0VmKjgophS4BoImIxZkKLc5fwI81N3c4heAR++MUJFBsOxMWEBGm0wB6YkCqLaZDqZJjgh0Fah0igWSEkFoRYotmFhfkHss/C0sK800JV4UB9Jz+U4H3o6/eBU0S4orwDrSQMNeIgWdV4uSnuvGoDEam02zzeZ43Zhi+0OQJuQha0m/0DqwuKKINcrF5SJ3wu2CMuV6c5NC1X30D70UpYgEUKgsqQgVIm/wxWrmpG5RishQi/nq6CynTXpME/iF3wlxotwEA+eG8X9+686jSjyQocOsXatZp0uHa9OYXCkIxhR7y469jDMJkYHn1MSlAylPeLVpqLa9kLNCunICbTlEHR+HiAdHLeKB3U6ciMd9zhskM1eif/aX4Ak/Kz7LyFo40EC2lDNT9KdQSQ3CN+GlEdRxz59oshwaLQXJ3IobLCc+3WVD3nKynASf8xfbA9GYDcUvd19ThfqRJ9VRceAZxoFKAHiGTVhFbsWBX50DX/P13/g93/VWv5zFArwSuGf64z++GvTbL3w+MHAABsX9tdtZZSmRTxJam0zaR+PNY4/NHnlsgZvutFD3jkdr2tprabIBJgBthH02gEZDbRACEAPFN8DAS0wpzk7v4FC6t7c7y0lrBeisd7r4+K5v3DxEWzzY6nfa6XKxPCFq5vDs8Zu3qAWkQ8BIsF8GaKOoBmIibJAKIEvnQrMFhv+gawPU42qLK/Cmdnh0dDYbQc9wWgCSsM5BghB1CSnRdOZALgyHWmsSFxDEZ0z6XFrKsl5vsdxp1ubYLC2HO7XFNkZFZyNiCdFCgQctNkswYom/QZvIllgrTSGsk6HKnRU5IA0TowCBqvopSNhM0n9pSB6jwILd7mVU8IbETBikCPGgVNaBJWFOgFgg4Dms5Bl8pABwDQmLDLxIE3gKUMDJK1tjaGrmkSpkacym6mCJCdAuvtdCiEunG8sk6WDO+A2rGO5SGrYAMnHpoC/4ArsooPG/MBoKpZWBcT8OWosfHtqr95xvYSCHhX0QXVKOk7Iit7lHm5RjRjGYwid4hIsCm04mcMAaXSRPfTouWVW2CS53yCVH5HDZUsDN6NNZdkSYRkEx8hAAGIrjmePmRyALZ2W7T5wTrP/FwMT3aeGPQeaKRjdjZ8X253iMq2WvGwupmSHe0QJkOFncj4HL22Zs6WAtFap6eWGf/DHqctAlS2I056xw7dJU0ORTGuUWJ9yJqZBYOcWcx1RwUXIj+Cqmhwf2aG3nTumGxeFGBnZy8kkXdbigt4wGWkGgzQaB8gEn8KDQJHQludw8pz2a5S4/0UWQpnTNDwyjImf+xeoI0spF6cBt5Jx+26n93Xf+UOXsG5yoXioOPMM4UAkAz7AJq8itOPCrc4Av4+/9zreKj0RE/qKUB2P/6LsWkylpuZaf/Vnp7Tut2Wwx6NbbWW10DKpefPSx0Z3DxXjSyHGF1Pqn3Ul30IiD3YVUdKmFOgdaTRSEwlvAMUg0wOAGEM+z+eTssUevE4dlb3sbBEZ4ebIHXL56dTIaA7NqaQd8cefW4SOPPjSfTLWJF/37L4ikXeB//G7RUhNfBg01ewMAIMyBCCDTStqEiCTl1mI6I8+u1jiEwWFnArSCFyyenps1al0tOuiF8DVY3YDpFwW2RkUx6ybdy+vphcamh8NDF1y23uAfIEYLrapBiDCUAqQSyB7IOC/wWmjWsCsSX603ZO4lsQEhedh2QMIQlZ1DYsQnGeKtFfmGAZqYuOO4DISCMNTHyEGwTbAU/BM2k8gMfspV8RblQFmaqaCjN76ohRmHuy2MktHxHJaDu0oUyOPQ6DutAVKdnBAI7ALmUY9u4imzaMjRmDPxIKiQyUOJjU8GZE0JwIpDcIQj4gFV/FVpzWupiXYJadvjD+clWLS9WBTUkTYuzys7UAZCSUdOUB7MbRDkCqaXXAQkMsPyjNVIvBrHaeFyDK4iB+NA6UpJhcdubtiyTACHIz8gubLnwz2JKfsKQB4jZIuDclaJ56wu2IL7Aa0GEwn3ib4cIUbfaYdg1KnVBtdztnsiAJG9sGlRDkGBx0sWJmWRE5AF9I2JedG4KIYefdGfPOBgymIEngvb+agIw42xy5zwiAJy9rxC3GQc3vGgRnDGFcWdYFA5HQ4EWQExAAJxbufTEmp6P4MwD2IYU9kF3SAruaPGbUJelUQHyywaU1bykI5F9UEYj7RjiymQDO5KmAePXDiUjbGVcgxj42Zl8S+DqqPiwDOWA5UA8IyduorwigO/HAdICPAHX/0AngDCkhJKYWihmUHzX/6bZTeZPXYDK6DNwT7osN7prI4Pi92d5Ppji7NRLS+ATcA1ovwTOVOFodCm1AEDSmjOVzEAaEn4gBcBGalEY4HZNuvHH/0Qys7TvQsE2uzSCjZHhAMirNDJcLfXI/PUQw/9wnQ8QR9MCmF6KAUA4BJwGQMbekg6ST6eqe81eRawmNBFgEJA0nq+wIMBfII4sMyana1BH1zUJZBnbTOeTHTVBcVg3gShmwKXXzHTarO92PTXtd20mS3X5OsFugzFb+scnTxadjpg5yESCgMnYVgXCFWrn+EtQUKzVhtPiUGzPq+xS0DAU0xrGKuigsb04ncYgeiC4nSBpb80YHfeTjWdAkgJKDXYEM+Ji8Gl6r/FasIqIWDgNtEfDymoUwWabnX+K9E/j51Gq8P98LLlkhYw/ImnTonkOE8yRwLtS2U2v1JBgzzmKSeg3hwvao1CHAlFmUogcunQXC4Zytkg7fIbmn+rx6/QU6rAq9yLBoJIb3I4HHYqakR0QnBjUyVX+GwA/REAkIkYpz3CO22k1HKDqc9biRY49zr+zvuQQrXZ9sfkueyCbXAAYY4H9KrNVexEwUbFDcvSy5w8ZI1ailBWaxD3s58pDFB4QXAgS3SaTaIUQTlmQjTmEIKDuJJDqimwmc9YehBEAZzMFzQd8xdExuxIrSJBuChQ7fzDQQfS6dLluSVdmLxxaT/coy0n73y03mfW45Jzy5rerqxiKgbSGIdRUozOR0Eby/GJhmkQiQ+ZOuQO6+pQQ/PRE/MidS4k+7AVeygpitusSKf+/JknslEq+eOXUVjLNvT3fevb3r69vR2lqpeKAxUHnnkc8F/eM4/qiuKKAxUHfmUOvOc973nwC/8gX9zCMr/9/ZIvAZsYQGNuvB+HaauOic1sthn066dDYGJS2+AKbDwecB/KY9ASWIoLQTfVRKb2CmwT98b/DrXOXocSl0fi0WbS6b/oxZ8FXlXt3KiTaBZ9OEkD7hwePfTRj9AknoukCMD9V4eBOICNRBSlfWHuYglkBJ37mL41tMGAe3U6Gtk61kLNei9DsgCdF+hy58QGxUAi1PNhLoFcUcdLWGMaBIBa7d51s9tYXUo67cUKt+ezFcB0QfB8sNocGApkJ96mWXUJUwO7AIudm6v6Wbs5J0I/+LVRzFZNhI+J5hQqhSEZyYfqgDtQE+IKaZTBeivcJiJ6KdAbPrJTAdwCiLOBAWpiOIxLySFGGaNlwOqVhYn+M4bVqHW116dddki0/WAUZNjS0l+8G47YNgA2o3MIENTpMgznQGjMGR0JjqO2jdIgzdMNDhjYOxH4E0GAB/TCZgtUmWxZ2YCszQFXnXTHyXSygJhqf4TONGvHpZyhjZLD94fqEsQNTXsA0IQ1aiKukL5BLw+3j3geRWEwJQOJO/OcsT+g6PJ/t2xRCnPUCC2VAO5xX4Bs8DiFBMahyfakJEZRKKowasYjlF+dDo9dw/UNri+sK2a3l6I+b2btxni6miwSjNSYJroheQIHNCBgMX7oIV1Dv9clYihuHzik4LuCcp7ueOxqZ+qDWrq3gp8EFzpN8dhRynM/CpaCJeXgfWf9yiiqxOg4EVTDMYYqnzegdoA9o8GSjWfKvU6o04oA47YGjVKYlhizmS+idbvkRqPWSfmA6CgN+p9j/oYfBI+kQn6eE1Jel3TE/XIIQTjF4kFUcfk9AfvL6j7d1N7+nX+7CvR5zqbqreLAM5YD1Q7AM3bqKsIrDvwKHHAT4FWvdROgVN0F6IgvbiqIDgH6zfoBYcHzMXCkcXyqdQGWBSUCoBBIBZfCBNdSIKB4FewQ6FPcz3NsbEDnukWKH0BMIhvr4a0Jbimm4599309fvHz3pYsXgULA/cl4dIu8AMdHQFogGsKAMEMQxGFNWqGi5jO1ZtrFZlvrfHrH9gMMk09JWkvwH3YbRMMYCGEPMp7O0XAXRPNHCjGJAPBG/8U6+xKIHY6sTjckqHpstTio17r1RQ+gX6vvNNc310vuk1JLp14A6wZ0qMMoqnBEgkmeG7WHrQFiyPS6oym2PaCrTpOMtmRGgFolm9am0YYB4P7GphDbYY1Ta8A3MyYzKtSxwkqCqZJUQQTMjgTGU5tlgT2HiDlUwow+OMBzcRmmLMpU2LO0AuMpgzEztCMaFw46kdT1gvJiTOHjOQKO+RGzUQJA2mq3Ba00iBcF2mz6Za+DqKOARKqjC4dlKNjbLaQu9NtstuhKyhqhD8AmfZR92ikiSPRGjyUJT/RPOw7XEasoD7owPDsfGFC43LhgmZSTrfQYRFMnkD8BpkTPYPyoy1MHZ3uyxuiwdAUuVk6IXmSf7UsIw3BbIHpDXLGCS9KVgHcvQZsQpiCQmggSxJidzFhJmG9lUSuAO61Q386Q0PgoNLoErt3qr4pkNp3l+cS+EDt5oLo9pAQ7jkolN5gxZlMBgAeKCUFXyS5On7jWUTtoDdqzJKPXizu7JMdmFSGmDIdnd5By8dOwbWMruSTtq9Zpk3Xa3Sr3kOijruIfsVzpwJUi9Xxs+FRyzqNI8gyXWQjBRDga9D7BYa+CFoi0BIyVy+WtIM81LPovD+ee89e85iurQJ/nLKneKg48wzlQCQDP8AmsyK848MtxgHig/+KH/ze+zoEGAbf8+ucLvcQCok+NO/hKB14AHs31dI4PSoACgNHQngCbmg+paAYfqE83iZJRfoSYNMKv8Qpp0EIBe0oDDK5uPf7wZHh69epdgE/CAR0fHgIpgMbomyUZJTqmGAQkDfpJAkBt1PAAnCVZy5aLiMyuMQOuwLMJWlct7OttgeAyn0UAIBMaQIewVmSskAIZJSQSgIaJD/67003jjM2CxureZnvbga7SxnpuQPq2bNnU5mC2ebFt7NFNWiOnLjskzQ5BbND6j0YrHRWanQYoDSCYLmuYG4EtsSyBJDTL6m4ZjzAb0YBca14B3AGM5B3Gd3NJmHm6BToSy5SHnKK55U2krZGIZDMS9Mdq3YOXMERmwe0w6AZ9ivLOsT5glE6YDnkXCJHRckAB0xVQDhQYNlGUgz/0huQFOHdzAbt8jMqxcIGlobQWsNqezAQ5i/lL52bXiWMpwR8cls9GDXW9uJysobwBF6yo2RWXkCrd8ZSi7DBgn0MNG0NBL7L02hfBsuc26uMYWKwjl5Nhg0KlXyhEyB0qyQdGwxFVNDmiiYCnPAGeWwi7rKQ5y90ZgSNIZPAZn2B4infAskhjfqIJORmSTXROO6St2BoMMrLOwYlkU6RsmrAcXOfQXRJAMTuRN3ELEiBCPuqJEZT68XJNWtRfxhgGVLVu1ruwu9PHP4YApXbuDEJmUeRFkXTnrZwx4M3iwOJgKYThGAb9MI9ejHsbEF8Ol1xhD4hFxmdI/rjbQ5I+JyYYKg3QLg28njfKm8JBXPE4PpNceoO/QP9l/+d3aOk1r/mKyuynZF/1WnHgWcCBSgB4FkxiNYSKA/85B77gC175B77wNf/ih/8p394AJuEP3//xhQ4WKh1FAR7gk4A1wjgAi60EVOEMKMAzSoI1VCtqOCR+B4mrCkUryx20kstVOyGDEv0YWB1Mdo568Dmo1yejs498eIxBvF65YMdw6QR20T5t0xlglEtMgdBOqzdHcR/xPttZBuBAbw5em82B/2wHFKhnwTQgHMLX0IYgVFwjeA3sCg2laQgwVZW4wFe6WlwtWvWHNXiZ35sSCaYxXoPxCywo8ENGLQ+HMPJAlEBDTBto8vEobqeNPIxYAGTDZIkvASkI6vhVkg8A1BgAD0kIEAdaRjTiptYbmkmJBOc5Q2ZbgtNNc0EStAC+chxTmyWTYGEiFgnp2GSRc8JBYCTUqIKHAYGWmRSFtZDVKCHIdFS2q2EQLcbEUcJTGvEGJ1AUpZxUdjBgV/y7R5EM26ntJM5nREc1f4K2HoBXG6A3C8cEcS8OGkXeEIR7Rm07l0IXlR0yHil0Zl0l7DAYhFQ5gEllC4I9B0UHKkhTAM0gktYtJg89uLJR2gH944HRbpO7AMROJX5Zb5pZcYrXBnySFYzNV1vGZVkee3Abd2ssvazGtk9qNgBpUVBJanP9TyRWGvyAeMqJKXU1u2L3CZEFd3SsznLsomzPlUaXFKZYcFrKpdmmWLch+8QdCKAQty3Oiq1jsdbd6ff6YP8U7xikEuVDaQ/uwjgEHGpBFZ+FKctDb3KoYoMmXmA+Hzc4uSZnnEIOq5CHDjxa4C3c6ekKzxlWdnm3fBr8oTOuHPH58XH1Xc6O3zdefJN4bygXcMmo3/GOf1ZF+3mCedV7xYFnAwcqAeDZMIvVGCoO/FIOfM3XfC2bAPGV7pd/+X3PpWpqkBooT0zjNz0H5yKDc0DCqQWFPBYC/6ioBuFg2i0AAoCsNwAZo+6okUSSsDUwjYAHgBjwwap0BJbWZcAi9hbRXUBitCFUxZQIVCcEr5GTF79ktOpYzgvxEDbWtdl0eDYZ6q4LdBOTnsNcGhLFalAUUEVkCm4vLSbMJoY4oZ05kI1IoupYSSlQu7NZ9YrZviEpFwR4xOK9mGMOLyADHYLcgX2CMHT/RgRaooBGb0wXWaM9Lca1hLQJbokwyMUiws4YxxGOLOEQR9puocXlBrIFBhrL1QI8yS9ECxup6b4H6IwKGuPIgSUWH5KqfQk1+ROZKr1oGu8l/IWjbMbAbCZCYYwHiiCWVJqjlE3Qrk1yDa9VhJNOgXLe8ReMyFP4aCoBIOYU0yaHErYy0C811Bck2gb3bSOUwTqRM/Mw+fymhQI3OsOh9gaA6sJBSrZWwrRQGJbSIeCRqXRt2Zmk2ihvsZC4qQjkpRZTPOCSnohkA/TvdjsdIjLNF4L3lbIWqnhIcEMgVlq0RBXFIdtxJQnXzdPM9oxyBerzRpY0uri3EPtoXhuN2FeQ5nKRyx1Xb9yAn1KFWLqcGIzKP3dLWFuOceW0hoDH7Aju4yWYxSjLFmxP3sSIuDXo9va3Bgc7W6wlWQsP7Tk65MLSSjeyShU+bi2YvFlObjm18BfjKFtn2mFkBG/VyCeaUbpgPcI53ukB6Y6NDpnjwoi5dIaD87zGuOm2bJaPNmcUozsL8ePh0ycYQo36q17zFV/7tV+HYWE8rV4qDlQceJZwoBIAniUTWQ2j4sB/xoGXvfzlX/v13/g//tW3P/llTgG+1/kV/8fBeZg28EToEwhA1CcE8YVbwNM4CVBYLBbIAISnQacLUhFh8KfyUh1hIAcAoqAkQJVwPUAFwJBytAPC4M9zPIDLM8BKgJ9aPi+WQDxLYU6tFTqIC6RFUJ1FMdu0MGteaQJB66LUgFwSGHZKQhmBC2SXSAiEHXYTjkzQBnhqtxfL+ikwvUFSqvRiKzmcLXLDwmOQU5+hoC6Wg1YzA3XV2Q8QzzZri4CWrdpoPZoXCXFswO5CVYIxopxFT0tdchE0isD3i6Vuo/jS2iI6cB4Q+jJ0yQpR8ojhwi4GoaOuel+GK76XcpT2JZeQfNyQiQGJW+mnRO5iU8alGFCqoaMe7JItigu24p/3ywmNLkGq0AIgVtJC1mriWVtfJ0gvbItIugH6lTAQPAS3lCpnjnYUWyQy1ORx4QzLJafANQI1bKHkOD+kSZLYjVSgq25DKLiWMiE/aP8DXZIWr06VR8wdt9zv0eyKG1gN0Rb5q/PJMGdlsPKgjOg9bmu4hpTaOJVxvCnqcdBqEIbzQyvZ9BarMXCZrpUUw0B/PKdhFxn1VNkLmhmrvKIqVFN8ns91mNAlOnJE0CeSLlmycXnBCzmAf9lXkC4LaIAx0CinjLCbdXYH/d2tXjfFsR75B07RdpRDfOMWpeNgZqEkPjsGHYJzCCcm3mZYpsSgcWuC0ssK1GPJMJ6o7QcN0jGwQkYNqca4n+5Y+KGNhRCvUdoZkXEcLg/FBjnn0J1gf3hipfKQRVD26ge+8gf++t944mb1XnGg4sCzhwOVAPDsmctqJBUH/jMOvOGNb/zev/r2gAJ+rwM7xCIiNlWjAhagEFmVwCgavYiSSqwENCjBgkAHQBd/wBQACnewciesDVgIhTfN0r4gWqsbWwBkBEAhjL14Cm2sOl7asEf7BGOhpkUzzv0I8amVPOpKwT15cqFSGUT7/kYNE/qZuna9YBcUoHcwk0gmgBgnXHmprKHG1P51CVC1CkzS+FsIZecLEF+tdrZeZYui3yB7QI1oQQXjWK3RrkPtHLUq0XEM4Qmh+uFiKt6urXLqFvVUe386J8kXylo8hNHwQx7dGrsRex6aghCRIikFNOHQ3dZEwRCNEln1LSwKcGbcG+jiD/drBoBumxdAvmNgquCbiFvszq5Lm3OYJcuhQw0y0AxbEZkqHAyVMcg07geAi2wAGOKItxmKMgcmMYgtzcVogak5vSO5rNbuRdBHyc2VGy/hmRwIMRoKxtJyYET5LLOVziBIniPouGyYVucPix3WA0wChiNglOBSVTYzEcvN6aNoyG+uHDGnDUajLq2YVsrAe9fUYgH2zydz9gDA/9GLU+Nscjhn0UQsGM9i+iWAGVoiBficIFRgeiI7bQ5P5lv9S/CCerH6APbuWfgbkkmZdRq0r7GTsgau8GyiICFRjDWlnZfzxo+EBjskRPaUfOhn3cv727v9HvIt9xl6SE/OY8m6sp49hsGSjXnKpK5Ydm12o1hkOf3wESuhP63LSHvh18my2eiUDmwe9T8fREYK+s8L79C+Jc4ZJWOiE6r6lJ9oUjGAovydH5Yq68hIft72XX+nivbzBHeq94oDzzYOVALAs21Gq/FUHHiSA9euXXMT4Lve5pc5WE804je8WMIzDRu07wk5IGpZQDgVhUp8AJYAsqM4FSwEWgHocgXsQ9tIS6HcFYuJpAK0RCN4oQJcbTra4S3QhgADBAWIFJrTlFnKFEdomyfsKiiQGPRxuSQ4Cq9Yc6BDpyToi27AUjQYpek64A6kB80QA86iR+7rilvuMThU7CHsABwH4TSHVppO8/omU53OHax76IN9ADIgN3pNPASwYgHpc94u6nUixmdJBwtxsDNJfclCDE7D0gVjIaDpFLMeY20SBRRlvFp8uSO4Y9cC7wbZH0AbigxUD72IJ4gzMCOEIOBomOzEuEpMjhzAPGE3QjM4K9MDYwby0gk7IYpaynIM1hmU6wA5q/jGk3PGO2UO3ECXhk5SqiE2Et7IsDpNe+joSQown0/gHFRFwBzL226IThIhubbDHUdFX2BzoaQ9Xt7tbHVbW1kKz5kNRJ0caWNVGy2QWOyb+bIBpjWwpjeCQ+Uai8nxhU4VpFybGr4nTAyeG8vFjCCy6t3p2V97Z8QKbO6fUCkWmA9DHHDcnMOSTprMp0b/xGllhhsHcX+SASJKyJPKDlSOxUtrilCILMpWirLgftPnYsHFiYp/OvK23fmnPBVjKrmxqW91exd2tncHXfbH6D9Ybgn+NChi4cHxEG/8PERV1yEtY/zDOGUmIiLJJtY4S9A8HEKMolehuhVCJKQ9GlcEhPRohxVC8CYZo2/KPLfr6NY7MWfnTIsHlpQs27PV8uq8oZJt8Zgh8PBt31HF+gxeVS8VB56lHKgEgGfpxFbDqjgQHMBv73u+6zsCXgpawAcglBL9iAb4pgee+X0fOt2wrwB2xAHME2qLYzFHX+KYCD4KBCSGI3eSGnGQjVBMhTWImUAwYjitReiJzQOBGmYzgg2OMORGltCRQDBCT2AjXWp5FEFqxCw8i72ITRtlNWgfbSwKUYEPGCzasXyYfQMlvQVdohjpDmSGPlfc7LXIUYQFJl4RM3S5nFIBFF6r9QgmWttgdgS8TrXn2QA6EUDgxEyQR2UtZtC0Y5sNBNzpdqYq8hfEAcWyBeuWomiQABiLC1AmzhAwFqwnYQFGGQkDxGofbnOmVYZoruQVlyrO9QclRijcAqDqgWqgd61YlE/0BwV04iEM4BMQAgthdaNBHFHYimiATCQsFfNyQ/gayD0gKlOEehu2RJx7TGtQa4NCddvAhMnNCG1OqEHjZu3Vypzpcu4Eq2J3J8P6/HEeDKYrHnG/l9QvbaUH2+luN2llrAzgKqbqRFVlqwP3iTrmLONpMWi0PnbiWGidITCLTIiSAivA+bL5IJtzpkAhQTrIRddOWGWz6ZiQPcxFkEF9FphEccnwqBITbt04uA3LXZBcItvYB0ma240EVjbAym3kScrACpYU/CirYevjOg2auIPU4QLXyt49DolVAmDYLgqu4ASsonGuL+/s3XWwmyW4p5eHZeyXkiJ/yug84wfEGSxXg9N3PnyErhBi3UBpbfBV7hXF6XDMwpM4G/Xj4CSUKxsuc9MLGnT7i3ULWyFuNldIKOtICrU8FHe5oD6ryudWhQfOJ4cN+1YWjmIsgVrt777jR77gla+MItVLxYGKA89ODlQCwLNzXqtRVRwoOYAnwNf9iW/AEIjvfMGBrpnkaY0v/XgtTbQBbeIT8BM2JaEjBzeAHPgBIAZAKFXvRoMHfAIkhUaANoCVaFXgyD1xhCgPUAMW5R6YQ9uQQBg8xVK5TT0N0AHvgVxAWWrHQTzKGNpmoGGmPaoa2l9ihFy0c04IBaJHwaBo3ttBLUMT95RDoUFu0gKdcNAymndQs9GI1ps85AdwfI9w/zhZavXPAUUOwRxaDqGWNzbkzkKu6aKDL/KEDGdZMgNEmn9ggm0OpumqfAHuGARRQ2AF+oQx4Gub0o2Yc0/ZhBBvBTyVaC4jcqbwMjJcqWSGAXYMDC2W/R5MgKuEHIV+eYSsoqmVYhg5yQCDbCxwLgfPZ8EBCOMCI5Z40J6IqIP5EDiR1mGF1vYJtjELULALo8FuBhkMzBMMUk7ahEMNu/dAnvLxCdxN79ud9v526xLyUKfea2viD6fhAyKWBvI0h3SB2LdaDDo0vbpnv/3YSXBGRjCyEFSUhc5BqPR7mwcKfjCQGZ6NJu4PwZilsx+8hAPIWXRAmXPsLp9lqsvFYcsoXt1Bop2d3Z2z01Ma7neb3bQ5nOq4Us6B0xswHOJdZVBOUFop5EwR0d7hAQQwK6zAWH2xFCW93xns9bt7W32z2ZGmjX7F0PwxGtuDjIPdLQQPQDluxLwyEJwK6MHnwVOXLdT4qzRCLUbK57DdbjJVEMboGLzjtaR8kGeOTz7y8cJp3uXWaODsHVz0/scdpX9DMKjcQ2AZ0SWdUKj88/W8Fi3T3Kte8+VveP0bK/T/cWysTisOPDs5UAkAz855rUZVceBJDrAJ8L3f9XaQBzBp0G2jPSe2SWANtf5qfUEIWteLg4AFICjwRmATQT+4AxSEDUkABnXOlNFOByRqJilFAhTxCALADaGZVWlLNAWSoyWUlKjkQVRqbQOC0KHJvDTvESFRIyz7BXP8AYWwtNc0Xq0w/q/gS8Jo1nZ73UEHU/bN8aQYznEJEAYCXkRKdkQwHmEllBiTRyQtpMZxGNJ1eq3XJqqN6/N67XS53m1rQ8O2An2jbtXqW8NxDLCJ5smlPMGZN4cfjVoXHN/qYEAyX+agOhTQTYKfonOtrXv9DmVXQwxz8AaGg3Ia1ChkDz06mAsixVZCb6iQ94HCLckf0A2uIkoJDJUiGIU/YEAGR1NJRkxLPYWhB9FLuSemAZwJ8XSIfppZA7vHdAmFo78WswVvsXTfFFiHrElw22lm5DdwMwABrFmY45b77RY4lxMopeVgEv1jlE6lErDSjzJRv1u/dnH7YE9AnLXoDRYQ+EiQTNx5ookWhV62sAHDGxLAYdWSr4sXXLn44RsjF2SsId6VQQLwMvzgAU9kkvie4axI08aIYleKZSC/YjlHEXhCLRsLKMxDhs45d4JW+MxODguMTYCk19saT06n5H+uJ8bXqSNEAdmpEal/xfq2w0ioSwP+wBoZrPih1X8cJbmU7GeDy7s7OwMSc5kbTLJCPPA9DkSMna3syoXti7sDuApzzL3Mxth6czycTnNkJQQlFwXVXRk8cTbLT5QcgCBkMWgtLY2cl5JjMsgqskGp0wZ4hmSHAFDyRA7bpq08UTJ4bRVP+AuibYpywXbePeV49Wu+/K1vffv29nZ5q3qtOFBx4FnMgUoAeBZPbjW0igO10dnZ6cnRpZ0O2ZmIhE5UxUm+XA5RR2J6goUJJi6oXYHnYCLREMgI0COYjDApIpwnEBJQA213KScE/sCcXQ9LdJ+UAuWIINCzA24CmGBzAUohhg8tCKXUZoJAUFXystJxMfJwaRIfJjAlehOYgOcEN6usmVCr1dSXd7vb6KXYzLSAtFvt1qwAI2r/7S6B8xwwSfWwqlCQtzZFRgjSngHTahSwlCD5MRIANkkgVrx7E3MEEOxfGB2K9fp0XcMshtCgxn4HKWots0lotl2bMXr2CoDaWiht0qxDrX5vIJZbL6ZThAHDtiAL0RZCCMOFPN4MbipMD8wnMoO9QnSfwnR12Zo/QaOcYV5Cg84JmwBUjFg6SERwHp4gU1kXaIx04LUz5vYLlkYomrlDryFXUIgC8DGUywVyECMi6S/2MFjCrNnZaNRpH/EOpsk4BCJFKIS65SIEFO4Bzl0eXFLw0l7j2kGnk+bhWl3MivV2H4Ys7rnU3ttKhpPl2XTV67V6af3mjXy9aDPpJyPElfZodHjPTvbIiROlLRYzxisjpVHG7ni4A1N1o+AMLT3Cm0/DqIVhPDHBClGe89iXkJRoy8NXHtO2D9wwQXhC5km36xfm+dl0plMwDzkA3Kx/CIilE3eQALgZt1yhSqVMIGvNPRkapsFB1jvY3rmws6WXc6BsXxXYgh5PN91OmmXtQUT7pz2mddBNZ3mdpBB87jqwvtmYFTg2CNiZK2imZwYafg4hqjEQPjm4pCuQxBGjhwb6cZgxXIx/zK7Gh3RJFg6H4H0ZTDH2hTjc44Cb3C0hf1Qu60OzrVjUJVSSUv///d0fQVlg1eqoOFBx4DnAgUoAeA5McjXE5zAHTk5P/7uv/qMp2JnQlyotV2mr1umgtdXARi2h3/9gVa3LvQQQAohBBoBwERCYSeAOWAKwgosEDlQ0SIs6fa3FVyZd4lWFbQkqQsuI8bwyALpPNfqgFzCrwA3dv62owlQC4ZcT9MahdMVCR4xIVKLf9rJ7xqdns8V0hTsprpirAr1yO4D6oNfY2eofnhUPH05E/g4h8A99uXshzKNZ7flBbgLtWi68Q0phf6CRCLnqZ6t16hC1/xkvNC5Zgqpx42W46IfJGYvrc7OOeTdJYYXV9cmMEsB4z8la0Et6W1v97uHJ7du3TmJbRN9osKf0iMc0SQICtnGWwL4bbA3sBP3KQ3E6JyDNknr47hiewJU+BtATdDVJYDcygP6oNskkqSpmgADTAJ8QowBnU0I6OcstZirYYrM2bLJetkWULQisY1hLvJlRkLdac7yAc2z3qallFsQlpHhIcJZ1T4Pa9Erd7QHov9nJcM8laFJO0mQEyE4vuXyxOejmxRzWtHpdtmVWBAJt34UHdZK0aocnmw8/NIOXp8PVQTc7mTNqBglxyj8xbzFBnkNlAHTZENMpN9zY4YqSrkA9EOB0zIYTzpkH5ShV4vJYgfKEWkoL3HffY5sOWJ6AaoQMW4sp0jZHnG3rMMSfciZY9LCMc5isBVH/yv7+wdZW7LTYcTA6OGvvtLHe6nfuv+cCO1o8g48AfQQbPnGDTkp02+lssdsnGNHqeDxDAIc+PjhMJS2dw3wXjHsmNQyAnD4Nxrzn0OnNz6bDdDoYFp48CIruCJHMDs4ETVJFCcfDT3kBY730udJW8LIsHBwqy6H4/8o3vOGNFfpnOqqj4sBzhwOVAPDcmetqpM9FDtx77drkLAf7djMQRytrASkxMQbnAafEsjAF+AO+AIKjjFY13myR9DYQrSjNogEwRG24z+pOuiYxFsAJqIE5Bcp9AEmzLboCZvgncqJt4DLoK9HyB3P7Gj64huK0a1oClBOdEVsfEI7ZXUG0Am8qXtpvfe5vf14nSR9ZTIs7KPDBKvjcEsWFlK4zCEQXDhQ7GEB9/yM3R+Af6KQDcZ39CHToh16AYjMjq5CxeJ2DZh2geCpMRNqg4hH3wefgNhN2+csoDLPTTC5c3FmMTwcdXFxVkIvYIB1oSZTPdlJvti8cXJgvZqNxPgOqwyOMoPSKhgxNkzQsUrvPRoJZAxy+zsVuvIDHAG3Qyiv1gJqeS13AWbOMGZKzQS7b2DigBD3jDYt9Pgz0KgZK8RLqrohaQ/kQwJhUyohrVYcjhGgnrjYdWyACYtLK0vxfNAAnnFMsn4i5nzbz+ayf9vu9ntKWlFIwF1GuiBdUv7TD5sO6nRa9foFpz7139WNQNDU7PdtMxiRCQJeP/4ACJMzvdTGhb3Sy7N4rekt3OrXj49U432BhxTgD1cZoIUwynDrolBlCcFF+OauwXi7EH0JOwNZQbMfSlQNIP3Bc52Z4zljw/6aUPfDLNpPdmXKBIowp0DpvcJquWVyxN1Xq/F2EEOLapA0o2vSyPhl8L+5sdRBr2Ntxfs7bjlEA/vFRqL/w3gsvfd5liIFxM3wJwq8a4QLF/5S9qpgOBNDxbDGaEXOJkFFCdIQ/SIyx+8LsC+154EIy+ZesCUFJbgRPYIpmX00+ygjnddA/bQdDxfi2oRAfLIsxxL4Wlxw2bMn4fEQpyKT1xjd847d+9Ve/qTL7gTfVUXHgOcWBSgB4Tk13NdjnIgf+15/6mT/0Oz5rWizajY74CMSkb6Jaf/FomJ6DaoS5Og3yi68s+AJ/UACRcPEcp9aAU+E0UNfqQIWyKtt1mmAMriYzoBP327icKhgsw0HWODjqv8EinKw2CyEdWBKrd6AbGAShAtgIFMORFCmkvrmwnx0fHT/6sccw4cE2KUUpT4T2RjMHWtUJDsOGAXnEMCBaNtpFN91+78eGUBgASHwYQ3CiQVmzmQ7HCzWqEgj4AfmB/rJa/RRIBRPMoar443YEcFnwiDkNYsAqHWxlmCpRXU18GtCqgda8nba2t3bbSULknNGU6IvsT9SKVcGw2Q2hTfApfIMifoocVDrXEYGglgXRZmA0pIL39KYogWiA0gjhIiDTcJ/7Tgf06h4AvF9FlJ62LqzgPiorH/gT0BDfA6ytRHcBbAXFXkBxoFXRrdSExwaA09kSCPLOPddDQoRQgq5qrIXNOjBSZ9ma6RGo1utj07LotIt2p7j7PrLqJkhoaWNN8NCiWJNbF6g66LE2IBwre2VItn7IoIuqndnc3cLtpHZyvLl+Y9xYdzUCkgtMBEQE3FZclGT5z54RaZi5oxWYLg1BaqixIYvVBnuF4Up8rDf5g7m81R0yf7ToM5uWSYpaAG1SHgD/0fCHlVTJDO4S45+9kBBAoiNKB+hGwNrKti5sA/4zFPJEFBV5K0MFUmcGon1EpE6WXNjpX94fIEhAFKI2/TKXUwOtrrH2medkkm6ejqfT+WKC9h9pmY+B2SSkqmzQKkEqwiMTgRTK1MdujEs/hiOL6JQJJ9cCn18kpPmcjwz3ZYuPZCjtwF4dXfwkW0OyHZMdcHH+U9aBbUT7qRT/rrHqqDjw3ONAJQA89+a8GvFzjAP3XLv27z/82O998bU5npWbPMtaGP8Ii5ckmWoJwUxfBdLFeROrEhWP/F9AX46sAHgCyqPdDbSlr6o4I9wD1Pg23CkAWMFRQS8PNHyQv6BATEqAS8sCLXLgO0qTjkqPXMEUsAbsZbJcEh/pw+jewnq1uLxdm03y8cljO9vkGVteOtCyg5Sss9lmDOLhrciQHbTkrzfTNOkmjd+31b1xOP3AjaGwBho4RD+8iYDQtrIrkWyaiAGgKG5zkyCVScqeCKU0ONJjFJW+9j0Ap1qj3YQhN28dXdvtpGnaXm+yDNvurN3uJujKOykyjpBts+wsU+1nBNXwE5tvqA0hBzMnOQBiw5SfnQ+7YdCQhTAiw8GlCChQK6gFC9pv0CZW44ebeItySy+FpRZHxERtN0lObKAeDIvAt1YRskYjem6IrZlGrehtTLjMK2IJZMFx4HJYYBGGVShMJ0Jn9PmbNftCJRzlEW6q3JR9rJL1hmy2bVwnkvza/c3tnc7B1qqY5odDhiteR7AhxxbUs2nBK7/0oyDgGBB2mLrNBOutNEv7OfsE2LlEGafCgaJod3Ex+1qM8cI90DwY13G5HCHVFUasUvCu2xqwRrpDWS8P7LUUACAePsfjuM06RJQhJBBQHeMyxqkcqEgA122WOaBvF4u0c0afO73B3QcHWUIWODIw1M12x0Pa8yXWDwNdrwjhevXCwd2XdpDtEHjR8yNjFwiCeGkzboU7EL7S3NlkMp7gLMMV9clLwI6YzIcqLu2SN5mnVMxaDCHdXSddg8slGRUpi9eMeQJq9TwX/TvI+JNX0YLbcIhtHM6/rZ8/l9Xn1+U9unznO6tYnzKjOioOPDc5UAkAz815r0b9XOHA8OzsX//wD+1cuvT/+sY//b3f+W2gAxJfZWk7JZ8V1iCCL8EF7ACWNIlz2ekQpwQgyS1NF/DhDDN6KgKTwDRcA7rAKII+dgjA8UawEdAD23gHbYNjzvGG8BIrdtAOVbUTwgnVIC8Yl+ORSSd2owESsBGAttPNB93V7m5zZ7d1z33pwcXu9GwOEm4lPZD47aP8+iNE8s/Ho8VsWlsV3VojxVoCD4QLB73f8ll3cZfhHZ7k1w+HmAZBn5AOz12gHPYbgMoAi0FUF3wOkGYfgd454Qk0UhxMqz1QozYfjzr3Xdrd2cUwicsE3X+C5bs2S+rjtSzCLWAyz7HssRfGBCsChxnqFPAGFMeKBzkHRTi0MNwSZaKkRnMNy0CAJa6UD+JYwalCAs/gY72OuT6Ang2JxapIyZ+wzsnnZRGRa72Fe7JYz5q+OB0Bbx0JztlASYBpBD5dQrjslg5EBb0BFHs0J3LXIpT3zqEHk+uE6FjAlNWuHmSj8cnFi/WtfjNr5GdHy+HZMmk7xa4FobQBlxSkoDlgq6PhL4jBBbq3ac9Wi7uupsdH5VTbkQsiQCntgKEhroXghWiFjEjMo5JW5g5LIn0n6kiJavkZqET7EzxyXME6uUb30Sg0OYWOLVA+iJ9Bhv2ZQgD9nlv/ww/XYBBSA/r3Lx/sXtzejjIuGHsTptODBemAS+rCvfuuHlwgLlXWpnG2TUD4NIz3RDfF4r9ghSAMkMMYmx+wv9MT9NmcVIXw55TENEO3DHNE7G11s2y+WI6nrCtFNDl5Xh/ZT4rZlCP7BLTQpkvPTSXXg0NxRpSAvO1BbevzR2fOmI3VXvvAH8Pov4r1WfKoeq048NzkQCUAPDfnvRr1c4UDOAF/4Fv/DCgX3et2vXGyWmI4s0JHjFl9AkQi/r1YCpCAVyFKXcPhCOpC/b9Zs10A9plOi4B6gI0G6uEsxay/REUAlrURKgOABBIjTqVmMyJ60DmQEA0xoXvMQIVtg6Yx2EaISKiDehc1PlpzMuqqf13ee2F+4VLzpS/r7F1Y52vybs1au/gj1FF+ox3dOlh2tmppq3/z4emjD+XHp/l6mRRYVSQJ2P7kdJI2NmmjuQsou9zudurv/YUzQBe4x9EF+nFgmvtgRwRgxWAddwJAldpmgKJlhZEaDIHSIGycLy9kHXYpZvM5YwJFYsYzB1KT9Aqj8/ViOJqwIzCdz9Huegiu1IFziTBAuyjlI2yozygSeM2dECUpbgWw9F0gaAPQSgtgQSeBU4qBdE0YBnScUQi1MQ9Rf4OSi9Uy/A600bJnY73jWkoND3Ay7TA4fgw9yU4I4/NmCHKIPfUaexlopkGkltc6xRnDSYSPB9yAD2mryGdn+/v1599H4Msltv4knEJAcCmo5rYgL3QKskQyQbzz2fk48AEXzWvwMmmtjld7/eXjY3nugrML8DTolRlxVwPGKc3hgxJmWSJvWLDSBYTRgbkZpqNnBtvIQko7sQ9gY8xa2WBwkRcFV/ZZ3OgIUZaJg3UlZxgsN/FLCR5bHeh/aXf7YHtLqA/nFGacEYt50DhM5mBtNw52+nvbfXy7cei9dTzCtocVTFmqpIgwzD4WR4sVOYyHrAxCOUE6rUk8oq80xHp0pdFs+amRZbLQ6XaSFsysG0aRmwARnGIEMHVPgN2VonCKKV3SJxcpweHio35J8BMPpd5nPgwB6YEH/tjb3lbF+nReq6PiwHOZA5UA8Fye/Wrsz34OXLt2rf+VX/P49/01XFnvrzd/WtUx5hAL0AWOqUI3DAZUaq4LLFWWKGAxCDdKDwgW3EJyKFSynayNKTOx8sGJOBGjARVjEPJfMUDRIMAkt7gNkhOKCN02RcSWbC6LOVsD3W4CzsSy4myq2652DsAYZQHRDH1tZZMXvLR97YU8mY2KCfAHX+VijvtyfY1ZTRvngU0Tq/z18tL9ZOSqL4rkvT99tpgMAHkkb6VLUNcU6wri29cW/X7nd312v7E+/ckPzkvoI7LT0CiBcuIxEptHnA21UkBgFgwnVpj4MwqKEdQUvDQcz1Dg7vY6dEYgSajFHwAwDf1b232wHPA2NhZMWqaQQdgfAB2q/6aP0FwDWmM7RESukCDS5hAmw3ZxKi9CvvKnVAgrP9T1woC97k5QCORG8/ApcKYWOuqwA8hixdRmL6BJNqiCVgJh2jZKdgElc4BNk9Ce+VuiKzZga+BOID6ijAD5XLUueuRHXOpUgtPx+sXtYI76v5PWu6S7LWqpTZLcirKxCHDtcBVZJRhX4mflO6A9OnTMzmgQJ4WtrfrjpwxB6Ap9QTxVNwiibVPFISsk7LWwFPYvXzg9Pp5PpvjtalglV1S9Rx39xWlFTG2sTxqz56AZngYbKR+AV38GrMo0A6LuuVmUvHfKLal4utlc2Tu4dukCbisi5ZgLWuOXIq4ObaiwkcMtWx+YywfbnYRZWJFbAJv+yQyeO+SyTehhAdhsEIxdUFASs1ySAOc5bF/kz0vwQWJoH2m4vWmvW4teStaCFWK3hLonpWzGIBFn+OyydPzYBG3K1ExarJ+SECUbyfGwTfqKc15o7Jv+5F96U+Xy+wRDqveKA89lDlQCwHN59quxPyc48HVvfsv31mr/7rvfhv6REISgLbwMt7pp3ljqwhq6fFALJt1Y5oh7VmvMGJJul2gw2DCAolBrpk3it3BouAz0AxqCc8RZgg5NEQA2Yk7QR8u4mYA2gFeu+la8Q3h0lNO4/Y7zvNVKhd1AH4zaE4LyYywhRHvxixb9nTpVAD6YbOB2SzgZdMrjmfgJTSrG6CAfsC8+q9uXW712czpr/cx7x2wB1OodoB7649lqvi4IZ1SgRwaEN9uECkJfqsE7B8Y/kA1tgb6J6gNpobwWjSkTgcaAWXRn7QVCEf6U4iYGOJ/BCx1JqZ71uuBy044JgoHjWAPlpWkNzesBjcoe/2X6MZyPEV0YZlAgNEcB7rVCQLkCkTc4EcYC5QCKOEaIDQWgZpuSuQJTET1ykzs3zFo0ov48xAlyegWyhO2g+qDLxnGZdbAlkEVNbNCbsqdGI+zQA/EbLQeGNRCkEBKoRpmAleyKkBFhuQforeej0+Uij0ahUosdgSWjcNY50TDJS2CtyRkgWhr1fVCUQHhrt7cGjRtYaVE9nH0ZnkkSeAZiRh5rtrJeb+/CXn97a11vT+bXIbZY5IQbcqnxQs4Kt0TorZQJDNqjBCAfYRO8ENCD9csbQm4P3unDiWBQdibFYuvtbvfqwd4+6QzoIB5JvRTzHq/6kCDHMTAWtscYpT6fHPcwlNCw7lEI8ZAJ9sPajWhXEMEmErfdugiKmCxFmaC1ZJzSoV25NKjLTRyT7WG5QvrlQSxIMv7iTuMGC9F7KVk2YTtspBEUq5aX/UtySQc1fepV0OWT1762ivUp56qj4kDFgZIDlQBQrYSKA89+Dnztm98C0Pjht/9lIAtgA3wpxgaaCD5QcAqQVF1v8Mcl3gsx4AEsBWgZUQFHATSKhPoRU5jTVGW5QANwIRhBMykA0vaBCs22JvJ5Meh1OY/YKxgfNcH4BFIUPW82Wac7Gp+lnQ6NYNgtPG00+735iz6jvX0Bf1eQNBFCkT1qgy1RjMHohUJaPnCdIyIknCyn89X9L9m5c2f0+PXJHBOd2pYt1ZMFmBXRgSRXBCzdrJ5/Jfngo3MAEJA8fgGSQTxg0bEzDEUCORDjUi0LOFYGaMzGo8M7x/AET9/xeNLtdrf6fRA+dWBZbkT9QGTYZwQuWy+ApCBivRpKj+Kwk3HbRTQXamnsWgLy0YIspDuqitMC2HGqIyyX8ZT7gl9wq0UtL4KUQnXn2LD4httujkcBUgFYE107eQ6Aia5q1d5KP7QqzKY+zr50x1MxaajPMbch+xa+urpIi1b17qBNqtM+UuH2XjIvWqNRvmDRFFIm/859QACgsRQYBIINlQSzDtUua9gu1dPWZr4AtzfzSfPxMx1qTbHAVLHgiPjDSyNprNMFJ0l27/PvT9IUYYagUVlvgGXLaDlhMwojL9pmowPQjVuCeJom4AqMLlkSbHQdlxZcPGPckISkJCfoNuiSLVbc6fWef/UKxmwuBu5pACaL4rns916IDwyQpQ305w6thQVUAzGY9oJh3C6ljg1bK65TCeMR0oid0pQ0sLTs55wW5wVCg6qoAnsoAhWcKD4yDhqhGhtVpcEVNQq8fiXQMUZdRtIiAJWNQ23c5xmijDTZQZSLS9D/n/2z38J+II+qo+JAxYGKA3CgEgCqZVBx4DnBgS/76jcBOn7mbX8enSQIFqUmeE0FYqiLQSqmsQWsoLNWZ4qysd7JsKhvos5f5gUAqJdlxWSCQT+WNmhDhSBUphEwVI38wWAQfUaF0/X6dD7bGvQbrc5kOqNfoCFoOW23253Wzm6Gac90OqWocfeNHlS/5+o67RunXl8EFMNGnsH+BwDMtoHBKEFZgl11qPXRiGCIdSLNz5ZHL/kt+6CyRx9W3WnE0XWNqD1EWmevA2+Dfrcx6AHFsc1ROgEUIb2YmDeoF0kD3sRdcEVU52iAe5o0hQV8kkymc+L/IPgc7O8TAogGQLxaTE3GbHEQ22aetzTRCBECzIb+HSMl+YnlTQOLKayC6u20STxQtyHCV1iWl79cc4/XwGvAuwCNGn0wVIUImnBgWoGE2OIorCAM5IliHPsCAfTEr3oyhN0KumdogB5BKPMU/cAR4DFNWJkwryJHoLkTp/yAzAMdcBFNfiDMdgMX5FXSbPYzrNLNawCap0nqk4LKSDbUpaiqbiyvylNpg1Y6YSEgP3TbzZ5pn0Gy7eEsHC2YJ2zAsOPH/oeAonU8udPdnf5gd3uO6Tx+s+TNImptguP3au/gwvHR0WJWkJGNhYmcybBxfnCTpNwPKH2CQd30D1tWQHAET5xkGSQ/gZklM04btd1e/54L+9u9LtfMMuOhFAwU0ceAuB8fDlcDvEqZQdu19UDayopccZTyhh+CMDLijk3wI5jXKt9CVmQqo/ug0JtuOPjDQav8MHHahxGMVSGV1G+rrIusRxRexsp60/ejpCLalFYaI1Mfnw275dUdI2WRaI8BWZwueHvtA19ZGf3Lt+qoOFBx4OM4UAkAH8eM6rTiwLOXAyT6eennfA4OqQAa7EBECgAcIAzgRAPjiPmDGlE0GDsC9QZejLgD4ICKDQ0RzQNTkMxLvElNvCG5A1zmXPgRIVNwI0BgAHRgBHLr6Jh8vWjNtWgAmOIKWlui3yUyTocMtM0+cIUnNDKdTS9eQu27IJkYiBZlLm3QKI+QRBBHAjgJdkN6YTtCT4DZXDTa6pzdc1/vxo3jVQ46ZX+iaBDyk1iZAMQGneKHWr/7YnZnCBzCCIXYQ0IuD19V7XLigDHrdiA674Ke4Q10TGfz/PbhYNAFihYYQy0WbegHLDcas/kM1Gtw0KLTGo9iV4SmTSAQrW1I+wXqm08W2LeDxOhAtfV60222iCw66BJ6n1AuRHNfnUyKct2BL4F/AfXNtkYMn2abYJQSKlgXfyIgyA3eoxyoXYhP9cCS5ahsTLU/A3O/AHKJHAla15UUpmrGBPqP4VMBmqIFRwXCRsEPEzjHJAhgi/Mwfqds6dQJZbpmBtk+IgEtTiM0zy+tuB6QB55AnjIYUYeWMGNCbz5fbhIJb94+JVQ+FCmNKPgB3GtNdnz29na6W1td4zy1p9NxQb5cZgJRbL3udLvIEr3BgGBW2F/hYstcyQg2AZAMTdbsj6Ng+qQKnAyPHQKkOXgp5BGJiptbvcEVPH13BkE4jygnqrZc8JBX6iPYGLe10SD8v4KiPPcFBllSsC7XmVDmiM7iEjEVKhyejHWeoootl3MTq9lWvMGfK4JWYJYcJysz+B2NPyIAQYPmSI+EcTJM16KmNElJqZXKGKzv/CkZ6yGM046SoJ1qEmY3PqGjWu2d/3MV6T8YUb1UHKg48Is5UAkAv5gf1VXFgWcvB9701W8YbG31O20i/+DUCFAFqYESBBi8lHr2sN0PLINXwKIDlMTo3ERRa/TzIh6ArMYrKBxFGbq+olIHjKwxPsF2SJiMDh0oCVo5GU53wFugxsZ6d3cALrtwYfvs7Gw6GW827dwkWfYOCkKsmE0118ALksYIdIi9DuppfVe9wW8JpbTa6WXYDqE/BkEDg5dX76u/+Cx56AOb5RQPB7cwoBEgDZEqqTGjaG4IRUOL4E4hmH3yRgETxDrYwFUEoAREAQHhB4WFoVCyWH7kFx65794rqKUZaWRSTuAMIx1s9XC/7XQ7vW5X5FqIgvGeWKyIo4o1kMwSK9JKs9bPGvvd1oW9C43lWdLO6J+xQxidAazHs9rRcH7rZDxduE1B5M6s00lbOD24vyJ7g+LAdQI94DdjKM2BZJ/DZBDKBnbp+ASZ3uQ2euU2btyFRlFmZ0Ow0AHbZmGBGyxBDRdCTbgHDMVdGAmEia7PiuZosu4hT8W+Bf7WzCNd060Yk0VET0YQEviyHsD3tIHZOuXk7nIzyeujae3RQ8jDwogm6bllDjY2UDrdvcuXjA27WGLINRkN4RkwnsxruJvTsKFpe10QPCkg9OYVeNM9C0xCGSp0sDJLXssKR+Xk8syxQyf9NZrXLl+5srfFovCWL2UxT6JF26I12qFZOser48kiUixvbAmBI9cRHAFFFw0OJkgDIc5s2sMznvpTkiBnyrNYDXYtedEnwB8H63qNAK/r+SI/OiO53OpsoV8+i9NepNVB27At88sgFe5oApYqtCichDwGjRSM8wce+HJifVZ5vuRHdVQcqDjwSzhQCQC/hCXVjYoDz1IOrCbFrLW6uH2h26oNp+scBSMjxe6guQKMlrpUcAloBXgB+gBugHMAdOAcgBbICLxRohwxI7cENsJBwawneq+CkApwmuVwDGgcn5xt43GMNrWT9jJMuTd4UGJFka+IJZ9hYgGyIbY/OB4zIvoEhIF7QZkaSajYFdSCfyAKSMYVqvnmooH8knYaq8U6B5bXlweXtg9v5reHADxGZS4mctES5JP2kV/AoZiPh0emTXmIxxifQAoYJqZSGQwYBqCG9fYadI5BkQgT1+lHHr9zcX+L+D+MFKOobtZbbjI3GYh1mmZJhldwF9bhLABUJboo1kHwjJxgtNVPkysHvKI6h5hxKyOYDthRfTyR75EWcqKdZqu7uq0XXR1A0n/8heJook8FoxUuizvlBdbhUIoFD+cBBUukVyI+dwS4ZmTY5jitQGdIVXhwywCLGm7hlR0qc2szMoUnUrBxTvMx3XYDlJTbikbrdcIEAOWx+UJGYzOA2WL3SA9np8dwM4BPfgGc66Uk4EGszKI9Ee2viOCE2h8Ue/3O4iynQ9sOIQE2ty7cdffe7h7ofzGbk0Pr7PR0Op3YLoXwyzVznCMxBVurdXLnkDWJi7OWMgTdN2eWApuSAG4iHJYVKjOpsVJjkmvYgPWv7u9c2O457cJmuRRllXudYS7hsLGwPCHVsVFXZYWvNmhcV0Zmol/s39jdgq3wkMlhSM6G9aNNevbUhQUHvKW0oiTqUJw3e4d4djM6BD2CoRukydmds7N5zh5LbThfj/M1niXIVbiSRKtWZURifAdmQ7QUExuWS3YfbXvXh5R68IEv/9qv/bqXv/zlFq+OigMVByoO/BIOVALAL2FJdaPiwLOUA9/69u//c2/+amAdSBD0gH1JQdARYu6gzwXmY3OvNEDcGdXuQHnRNrrgFXEHBXoingZRevC8FHmBXAQlwiRRDS/gJd7DRh2XgA1phlUKN1rLRYGJRztNeHjz8KhNEt9Nhhk59g1AMJTtgLBikRJjH6xupgAjLtZ4puNlgLASAQVOp9/6Itf4oZjxIhwq5pNi0cJYf90kaCXGLq0pWVIBre1NHwt88gVjyzEBKmmsAq0lhhJcxhiATsK4aIshMQhwFBiW57yCLxn8YjQ+JBHBzhaIHLjZ6rI10mwnxAw1pmqvv7UkPwD5n5AWgKMCQK3eGdfV/fZOD5EBqQJ5gUaBm0gR8B3phMBK5vpFNEDduyK5b1ZLN5tX/tYuKvP3PrQ6MWAONICVga0BBiGSRiXQNQrnVfVyUxQaqBCRSzgv/OQOZjwoq5kETHIiozG7LkSMAVqjIKdBLU6oZzvBmLJZzsMWyB7m8701Gyub+njR6LaazD6qcXLjNhtOEgKRplJyzN7x1kaOYOsGkE972JsRs3I4r985rX/oeimMKPW02iyGzsW77opdjgYe1iwy4n5Car/fR3YqTKq1zom2Q6smU0BQqu8eXJjPpncOD5mUsKbC6wCFvQGHnEh/nc/gCC9EC2pgfnb1wv7+FoS7NKFSwnjH6iZwf5RnmMQaYpZxLGHVywzK+WKjtgpJLAMM59h4YQrZHeAu7fBH745d2y2FYuUt3lgWzJMNi/7jg+EFS4pNJnZjBp2ELY3xZDhFuFwvh5PpOF9gDQf0n5u3zY6xcaK61YIGmuEE2v2zZ3jgQOheijmPNRBP1g8++BWV0b+8q46KAxUHfmUOVALAr8yb6knFgWcXB65fvw5wuHV0tD0gdKCQV4SyboDqSKEFsNjkWEsDwQmHL6ghID/AEKMR4I2IAzfcVrNDKEkKBUYB6IE/QEINfHJBJYAroYswCIhJYBnsN/CCRRDoD/qo4W/dOqRD3HPpA4BDLq1OL0XkSLPOunWyaqE/V1dK8BkM81HIs0MhrBL7BNAh6xXgh4RlYd9OmE5GkGSiuSuXl/9xUWslk9mqmWPHD3wsiBO0OR3ie4sbw263k7DjgYZePE0jUAuZcQjRyva9FBaHYlhVOo/onTRjGAIR/+VOnl+95yoZFebE3MTUh2xNViYT2qa/vQtmax7fmeVkcV2aUqGxue9yguAjo1eIO+jglzgXtJra1xDZZl3UwiOhuSAr87q9LGpnxXKG3nwrqSVbL7162h6s//V7RIGgXHdKnC/ZLKMJWYp/hnp2bgcGZwhsGpwb9jg2nk5nM9jIk7suX5xNRrNZQZIHzUqsCA827TYRfnIyHNMoEw1UpQtEGN4UEpzL5vs/kP7Oz1k2kjrJIzrkdqsTmF9wT5gm9jmiDEM0VhPF3Rxorgk1hHJ7OmuO5+vTafM/fpABQhLzhQzZ2hps7128vH/pArGbxpMJNC9y3b3TJIU2cHav31sUq9lkirjAxlGTtMOMXTmlMehvnZ6e0Ck3FLUY3PkRnNEyietGr9vf2+rfdbAThjxi9ChncflVav1dUyGQreAcaRvwjWfINAt7IUopw3quWIJzrghZi/DDlhKEaOrP5lkpi8XuCwZbEDXDRQayqIxjNIvDNHDNfseME4MuC2aOyp8V3qgXs3x6NhoRFZdNtjExbjGBK8J4LUh0Tv3IBdVS786YHyylCR6w06KIVYZ3dc7ckYnCtfXf+3uV0f8Ti6J6rzhQceBX5sAT/2J+5RLVk4oDFQeeBRzA8v6ln3EFW+t+F59MoK1uuyChxXw9RQNrhizhBZgKna7ABYU9xjYaqqj4B114htEIGkuqgXHC2VUkSthK7VMAJsAttbNq5qmB/NAAC7a63Q6OnsT0mU/Ud6btdDzNJ6TsArioR3UXYWdv8Tm/42EysWr6o4syiYoBPO42iOy0UPKUbQlKUIBsAeYgBi0BqUnMtNh99OHlz//seFlPx6tiOiFGJ+RDN8ZHe1AmvdowgYcBd3YsmgJZcQiIBU+SEof4jUvf0JZj5xJPAzaD7e970fNJI4a5CKMUAaKHRo9OrJbNYjwejYajeT5r1ddXLtT6qdrwTm/Z6dbuvbc9my+JfEN5OgGto2yuLZCy2idHy+HZajgpJjmcIE8DTsfdh67ne32jm96YgMUhwdmhoqTJbZxGYZSoUFZDG0Tiy61IZgJc915gFfJAqzEgJmubMERzNkfgAdLTdBZJHagBJeH2wPAZBSwuhyqmDLwZklJtq7982UumCGdJc5W18eL2IWuA7jNcutMmQ5MwqYxuzbLcms5rN+9s/u37a/g6g4Yhqdsd8Hvt2gt7g50lsH82JQ4sFRCJ3AfAsr6+7vcHJ8enuPyybBwM7iPMEiPabODu8dEhingGyFQ6drqUYnjBu0ZBEDbo9T7zvrvcOeBJPC9PooJ1ohYvzj9rGSYwT1DIeJQpXCCKSBwwWGmTRBYZOntT4+FIwrg57NKFBNeJkpRs9VN8SMxowWdqQdJrI8NmmpFt2DBYEbDK9MDuxpA9mmKT+WJIHrGCLQB8rN1fC/65nJRKpFzSSwFbipkaSvlAAZUjTKB87qwFF1734Ff82SrWZ7Cueqk4UHHgE3Kg2gH4hCyqClQceMZz4JGHH/5Lf+kvghuBNNN8YVB/tJ6rhRAGm4QUZIgqW6S7Qoms2b8R/zW8EB8aVx8whQ09AEikoZo+zE4w4CE2uUFdVEAaHIjSOMDSBHBMkAS2W4/OxqdHo+1eB/Uz8d3nxQwEs6yh8MToAvv5DtH0T46b43G721li6K5HJSpPgJC2MpqqQwUdiEoRMgwuSWDNBokKBGy0VSTYTxwf4XzcwlgDcw56QcvebA4IZgPEVGurqYYtCvrix1MRVggWGnlDcOCqEDVEXLAkwCKUiLu8Y0j4Rz78UVyBITHaoSOZgehDa8gnpEvoplm/kwNcN/XinvvS6Xyztb3e3m8+bx8naYZgy+FQUS+mtfFZ0UyLnV3ac1+hsUrHs8npdNXcq88nBjLtJUVR2q2IEZXDYAMTx5kngQUZG16z0M9gGRaymCBZnEjStLTX6RSTIVY9C5huKqk6RlFatRi9EuplIrUQLyjPwcTxyv4P/AJF0+nJsPnu93df9lnT6WI9LcwLgfFTNzNJM0uJfikWpivRAKnX1o07o81jtzY/+wuas9OaMUdrjXx4SmAlxM29/YOdnR3E0UGWzjAkqrNNpFU8iRVG4xEXu9vbGbsTkxmiFR7rfFFhvET6CKZISxyI5E84DN3OGjPLpkXW7d2zv31xe+AGhyICPetFbQEXQEwx984PHpsTgzmlMEwA7tMOXcAVNflIl81mt9ve6pCLDGcG0xXzFCmATS1YR58nwxmizpULA/xc8FTgdTg5Q7Q7Pj67c3qWNbPxPD/BvX21HE7ZmsIZmohKgv4ZXgx6vzCYGIWkOppYaw5MmuE/IhDV4FQsS+4idzNSPh8sBJ9CxGYD9K/8fc9ntXqrOFBx4JPjQCUAfHJ8qkpVHHjGcuBf/di7vvFrXo/7J6bbQEAAA/YswGhsLcQbInmxpMgDRCK4wtGU4J7YrYALgbHCf18Je4+K+RyaeMIBtKYyABWURWBGjSg4aeA2qoIfeIMxvCbnzc1wPgepNBttgFY7AUsRpBMQVKAFNRh8s3Y63NvaPiSKD+JIG0dZ5IiI0INHcaB0HRVQCIO1IwgkXgpoapt0s1g2J5PNeFJMl5otYU2f62/aI+kA46JTyHDYOt3GcAS4ki9IlEJkAQWYUBkDqEINLLwiupHD5pG6d5gAUG20AW0YL3EdTAOHIecImhEPwNYQTYjLXkeuDLbquxc2n33vYLWcdjq16XjOY9hORTYz8GIFvGZb9Wvb7cYqu3GdDGmb2bTWGC6PJnljkubrDlAUihFjFNViOsCLoluahzj6pW9kAkbnKDbdDhH7Q5RpJVgiUa6/PdjtZ/PN8vB0TCkU9RCPEReo95wtMUYjJIn2nWjfHJyyilBUXwKSLjf/w7ubL3nhdHfA/gthMlebVm2KEGcKXyjbJNi2tzbDSYvMzYdnq/f+fHE6lUJwt7xXxGRfopVv5oeHNyfj4e3H21m3s7u/z3ZKhoIdka62OTy+M50XFy5eZmbQ9zOEEEHqxyend45vKGoE8LfVoExWINbWNt1u7+JW/6pxfmL/qWRIiACUibIQE1PtiohTgTWbWzDRFaL0xwrTHYVPCQJV0mk3oQlpmeCxF/qdTgs3lhphdBEv2RZin4CuENrmuSGPYHIva/c6TXa3sOifTEc7veTGnaNxsSK2E54KoymjMWARLvJKmxAtGeL7ktUhfTAulhpzLrC3BLPJp5SFxREploObfI6YGj9rr3vQUD+f+7mfS5xfp6o6Kg5UHKg48MlxIFQjn1zRqlTFgYoDzzgOYPnz+b/jGjYGIDZNFwRzAAwNlEFT3AkjabAG2l8Q4RqDB0K/EzgzYJ26asA7kU8oYKzDNfb0JnOlJKwwko0aSnExSAXIjF5SZKztiY0LVvACxtZIoEap5qIA0pHIiaCHhDrHkmcJvOIh6DnLlr/j/3Gn31/1SBVA9H6tOWgGGOQGgPm0mkBP9a/cQ9EOmsdhGVDebndvP7b+0Ifnt45Am82j4Wox2yXmP0pcEBSgjzDpgG3FnTV5ZFvETRRNNbVcUsigdfOREY3FPLe0CjIMeyEypjlYkJnmUQoM/jIuYVtE0YGn3MeaB6UvAWoQmWBENyt2+uutnc1nf05277XNdASkzEv7EniLTzVCVnDKWkpQVmJUGP8kt2/VHvrY/OR0czzJFGdq7c2ygXM2/Ba9uheibUnwBQgY8BHa2JqIqaIQUT6lmYE4mPrFg50LveTR20fsIxR4LC+VQMi0y1BQKjN0OMZ0YuAexi2xSFwmVLYFJg5p0FIlJBXPLz/jWt5KEGkAxvQrCxlI2q7fPlnjG/CR68WHH0WDDqW2wmTFKvCKRigpw9maaJtRgUQKYNkrV67ce9814imNJhMhcr4+vnPirLST0+H45o1Ha+uZcwnkdbXRjo26NmqkjOhc3EXr32NlwgkfBv1lOdE/pSyu7OcwbAESnPWYRtT9PClXLBkAVm1GwtjrSHGtg+3ewXYHricEk6rXet2ELQzcAXYHvTyf0Np8TmqIZKvXZ4Xg9MLvnWNoxwysuHFyNsvV9E/mS6zsXFR2AtFMDx3AB5YTJPHuL4cfHnG+1PEZYt+Aohw+i90wHsR4yjt1Qv382crmJ+a3eqk4UHHg18qBagfg18qxqnzFgWcSB9ALvu17/+E//MF/8E/+8d9ttTF4MLpPAA6hsSFPwBoq/lXWoz8G+h+PtFcG2qFzVgUOTNSaYk1sFiwiANUAGNAjeB6oIsbkAKOH0XN474rURDDAPOBjKJFBPToEEI7TgPSzJMkI+UJNwCWgSLTYxC+yvbvdX6/H9BfQTvCofl1EBO7X7gg6iP1ClCJ65oFbD4yBWDfFnORfPMNveLnEa7dE/0BYaNhgkC7YWmmBTdAeda6k7JJk7ctRZ2uNISRDISx3uBl+z7QfkA3+eA/U5lhLQ3tOERL0ehDTYauDVVJawwJnU+91Gt109VmfnW0NaotpnmzmAPzpTLYA4LSFd4Q0rjeFavGG2dAIpE+irf0L2WqVAIO3kgK7+kW9hXMtZIWe+DwujGrrUBcrFojLGRyNyUjOYSbNEsuynTR7veyug/5qPtnqZsfrJRnS6AuJjNmZz/JmM2FIIEymGWy6WmCtg1JcGMr+QDlyyGJlMHTkA25TmgQOP/8IshOx+REl5tjCbPUjrcRyc3vIELGJEoE7oqAN6pAgnEtXAmgWyUu8SzAntmQI74+P79nJ0fquy61udvXi/nhafOTDD4OEYdRj1x8fnuE4rpDGGCE20LMLItZIA0OiF93DdgENO5txUybzE7MsWpY/9u9ijRVldU9X54r/YJ2hfsKzGtuevNcB4md3H2ztDIggVWefo5jhq7CZzHOU/fgFnJ6dEFMVItkKgTGjyfjw6OTOyeloAuDfDMez0wnTx0RsYsulXM8w22lTACmBvptOSUyfk3jOIzYXSNPG/hFlKWxph+bn04XDsUbGe+0DX1bZ/MiM6qg4UHHg18sB/0f/eutW9SoOVBx4JnHgne98x596y/+7m5DkVUWueBZwGaiEnLSEIwHfZ1kC+i+WOJICOwI1oT4XMRGl37jv7QZw2gCXgGY08IEmYYKm+YJICpXq8vjHIlJVVABra9WgyQL2PTaGMzEoh5siOYGUoKfR7Sxe+YdnoFMsy3FKLt0dw8GA/1QR/KdBil+2DNQ70w/afGF7I/vg+yaPXi9Gk8asqI0nW416BjE+wdO5TtYwUhqDpAXxjBckCwWkc0KVfn6pHREhelT0A6R5DOriD7QfIgA0qjwO2MiLeugkNZw/Wn+QMbyEfsaCsET+gb2t5V0Hy9/5e7fXNWDgvJjjWLHpZLSmzCJMRdiwMfghooYMamPJ0lgTfak1GTZvX28dn2weO8LUuwP8nq9Wn/GS+z/04cecMmjSLxmSrFX+++Y8Dh87GXUcc1Okubvv3t/ttR97FPOfea2RLNbEQVrmc18hgYIQIDdiGkTAHsQ3Yn6ZKGyf5C6cVGBikhw/5DOJSCV47U5wuICnQH2ehMrfaS0FJeh5gpaohtDmwJEQla3YB2jhM4uLMkyQcbWrV6++5DNevLu3f/vw9AMferjTG3z0Yx+ZzcYKcOdfUmJ66Cvdr3f6W/dfvdBhq8jxOmMO3HXte1SJ+fKSI5rgruS6mrlW7+8uCL+l2zQ0bba77e1+MhhkO31kgP52RoTQ/Hg8Pp0s8kVjq7dFC0x6MZ9pDrdeIaSdjWas+pOz4Z2zyTgv5iYqYJPJHTDxOkQHR2QTFHH4IjPlZ0nuE48sXQ7BJ5JLVzAyhgDdMYB6/bu/+2+96lWvrmx+gi3VS8WBigO/Tg5UOwC/TsZV1SoOPOM48CVf8qVEAv2b3/8XAqyDLkQ/WOhjFgJKAUoBrcbjwmCHXIJkI3sRluSatmtEowISjSYoBRlAPKdFgyYiIhsEBiQCLYtELhbSkCYsHLjE34AXYaSmO8AcsDZWOmApjVbM0Ks1Tl6k/+m9i3vua/f6y35X5T7Na/Uj5F73unWM+2kY6ETQ9PaiUeuiLiX2fzKeneFjOSmMpVgjVD2jIkOq9KEQJxgLUg0wW6gdEgmBWSKiKKBWNjiTbE1AFZjQbQA6YENDzbdiiQgf4FvuB5g9Wf02Nh5a/hCNE0CLCQxjpbvmBhsShkJYR2Lt1In2D9/awn1GAKgL86XgD50pa8hDRkQPwG+dHGrkQG6QHUsjqyMgOD7K6Mob49HQGsL2EBqsBDNx1XBcciSeAi2Bnd5hE6Nd63bJMdDA8Zeh5DN8UQ25A2X0RHELOXyiKcEO505GiLDF/DywABTKFqVA+kRWiC0CQgDV2MNhAFwqH+plbVNShX28LVnGPjy1HXZZIA/JA58BVhEIHP5htoPrAMXOzk5u3LyBf8Lx8ZTose//uXfTrTKStZQeaSYoqRPU6HmXLw46KVJXjMKuXW24Ykc+i4DT0S9kc9eqLCQXphcOhS0LGcfWD4wjY8PuVnd3O7u8RTjbdbffIR1Dr7fKitWHf+Hx06LW6+/0O7sXtlunk3E4WC/4GMzy9dlkMpnlZ5MpRj6kopgXqyl+9SxAF1p05lXZpzOkhAnngw8shnNgH+QpXlkWSiU5xspOgJyVYtoM7f/r/kgV5ydmtnqpOFBx4DfMgUoA+A2zsGqg4sAzhwNvfOMX/Y3v+wvAEkCSunH9UQOuoZlFHQ5ex69xrpk+wA4LZNX3gTmBH6rvoyywXp8Co3428JAUt4DRwLagUdxtRTziHzW9oBzPgdMBBUE9qsEDyLaJmTi3vTq2J4WYnXCim/UjDw3wsH3hZxRgJcxLyCZLMzQP1CQUZCe1foLLKJkMZutWOyFAzXiYn5zWRpP1rMD+pJ2xRdAkqDuuC4RX1LoHsMcdctUCqNCfq/EFcxu9VEqgjB+JhALgLLCLKwoZyJSwQnjMYg5OOtoUBwbtxYlgpPADZMekn2ReDgrLEJEbrZGneFUQvT5tdJqY8awbSWM9mipE2Y8WI3DGTQ9RoqBZEsIEiXdGVN8mq1hzceewcWFnfYfUABRo1W/ePmnWUyaBZqAaCFtgbgTFNMRUibghmsGuuCKwEtls90hbVm888sjto5PJst4i9CSiBX0qwOAXQRoBxLl5TiMLRkToJ7wa3M6IKREi6zlNXE67cIeHN9KiEcCGlAaMvHD3BIIiYRX32N8BYlMZJnI3sLf+Esp2riYlCFdFbN6YaEIe4xGrTRROxpTA63fQHxBy6qMfeb913HASC4cgAvfq/W7n8v7Oxe0+zeutwuFtGBhcwT0jQLVzCWXeRxwqZ7c0H5MC+MQM4w7Bg27SvLC/c9+VvbRVJ0kCKbkIorQi+NLZ7Dprs9bY3b+ynTQKktLB3MWml/be+zMfIANDjvXTajlfr0+HOC0v89WGbQCXBl1KsB1JhdJbTA+Lg3MueEOclWRfHCVvHhaP2vTlY0dGUw5e9P/gH9HZ95WvfGUUq14qDlQcqDjwG+VAJQD8RjlY1a848AziwLVr137/H/ij//7f/D0wBhhFLIJfZgsVPqBNfWqZEjWsP85BDAUFcIBAUIkqX4AJ5kArtPZAMICQAWQw6SnVxqjJSzCrGlYQE0goUCICB1bvRAWikcA7gCHKgIHRBPMGnjQIfrNx87HB6dH0t/52MuyyCVCrpVjCgKLYkdAgh6D/qOnZS2gNIL67t9u4deOWlKybqKQb9R6PsXHBYAg4a+CfkDiAUdRFo8+2A1gWYpFV1O0zNv+EY15ijKSsI77Xa3i52Ol19nYH+3u71x97HIlnNi0UdYCXUuD4Qu2NRMEOSYl1oXOztZcdnxW97spsuLmgXwW0nNRMiKoiOxEeRlTIOcJVkF6AY/Yc8LReXb3cODyROYFwoVOQDDhmjugUhhPK00HphezUBHbEURubJ6F6ZlT65unx8ORsUoCL6ZAu2cwB4CoVGaued3LxwhcibDIA2nQscAcHALGqy0P0ysErM6ktPubwOIPkthaQnpvMmTyUKiiiAJ1IEjsKzKdI16vYz3EVKQO4L4PLA+vNwFD1ZlpvpS0Ep0cfv/mxR2+eT0lgX7jF0Prd7qW97Ys7A4hgyXHLFkuU7Ox5ZjkfUESeybkShMMl2cZU1aGc3Q008SyNSwc791zidxfv4cl0mLZro1HrbEz2sc3O7s7Vu66QheF0OGmSMNtEYMvDIbmKYVN6+2RYrBZn0/m0WM0LpCFmz16je5liZyXT+NyUd91y4Z7W/JywfKXUw3rxHq/eCBZpe4Z0STvsCq1f97ovrzL7PsGg6r3iQMWBp4YDlQDw1PCxaqXiwDOCAwQF+ukf/0GgJBhNsCduEp6h2AbGoBrmMux2xE4BTQRXQmdwm1KARyAWqxMrCPyi//Bi1QLqAu+M5xOwXmgDeoErgh2QNc2q90ZPSjERoU3ZjWYeGt6AjnCbxNUXG/TZLPvpn0g/+2V5d6D5PsmDk5RYoRhkA8+bhc6s7XzVW8yKW7dOb9xanp4BFAGW292ka8gizTxoUKAN4Bd61zAE6nAHeyO6BP2jxcbq3UcAwzDvMcpQIF4QNFCYPjKS07abg15ntZgD5TBQQbMOi8yQUEfEIIsrPgk4RvOObYsyAe2DTw8Okm6Wo2UeF8tutu61NyPyeTlYPDhBi+RBYLj0K181yIckHmqLVceMhD5InXyw0zoeE2gSexMGUs9xVg6eUl8OKj7BQs1jGAmEm+6AdpB8uLmqzWfLw9uHoFh08rQPkHWDBujtTDjxVGHTBnQMfieyfcmWfFHgZwFZ3bTjHbYCogoSDJQzfESq5Qz/XeQdyYYMbcRitumdXxeA7+rgIdWCTEPQChjWQAjhyQ0BFpyevkwEYt6sNpuQEbc45ZJRsq7kRa221e1f3N/Z3x7QWwhbzJhPOXgKhWykBB3l3aAgTiUtCjjBbL0g80Vyg267vT1Ir106uPfKDpKAUT5h3AZrNGTD3vYu3Gpr2DOe8TGBLXj0jqbz49Px8PTs+GQ4zufaeK3Wc9xm3O9iQfKxiTlFhGNgDNoXVxJPGQSCDgUIRcW1h2RJM2UcBTPBBWe+BsmkcWD9OVD2fCbf/d1/A+M9Lqqj4kDFgYoDTyEHKgHgKWRm1VTFgac7B/7Zj/xQkjaw7QBfnNutL8AeIhNgEngG918vxSpAl9Bba8kjPBGViegAKmqdQyt8Pl5UxQB3ESW3w/EXjbhISJQj+APfA4fAy1ihCLgB/bbnc8pTCJQJTCvtTAitjoqW3Fbv+Y+Nq3fVr92PDX99ViwyUi01AdVIC935fD0aLm/dOhqe5aOznJA2edHZ7u1DXQtcSTeNJoptom4SlEZClEqgIaknoGlMbjDj2TTRtCOQqJHHBRccDyhdYxzDOLmB0VCaJXv75KpCIJlgp8PuB0nGaJzoN6C+kn4GwzgYt8IAJjPsQfTwEFhOi3qCPFBbjoa6OQCkAfG4TYcFjvgbVCrGozaWP4J3uAKab/SydVLPz47odpMl6zE2RspIxveU6XrlBj50A0fwqHstsJrmmBg9uYX1o+F4OppwK+v0YZ3AHxmPSDIKRgoKTnNMEEnNkGYQZpBhEGaYHNAtkFXOOO0Kb/SKuMIQIvoNxjNMGWCVxmJllJsQDM/huHHCXa7CWEkhjNXhjLtvIkS2CJsp1JV8WE5qAqVMNhiWq4RbTAgjpXMU//ffc5UQnBaMgwdSHuecUDfKO8W2Jwmec3AD8Q6RilVHii4iXO0OOvSxs5Xtb3fvPdjB7Kfd7aK/JxMZpj/Yf5nzt9Y8G06VeAnXuqnfuH16Op1M5sVoNB6fDbH2mRH9JxgAQed0MCn2x5DolB+aCuM3pg1qeRJTE1TJdz491pVGX8qRyVIvg6MlW9erB/7Ig5XZj3yqjooDFQc+BRyoBIBPAVOrJisOPNUcGA7P/vZf//7J6JHxCLPt1asffMPu/sHLXvbyX1M///LH3vU93/HfalJv1irguvrJPCKW5AUmMai0a69+7Ze84AUvvPvuuy5evPTud7/7f/jLfw5oRi8q70O5K5gJgAyyC+BnhEigpU8DQwP8FQMoJWorERDQnxCcojqaEsMBgkB4YjYPCKFKKRsA0QDv3MfCHkv/x6+nj32sAKJuH9T2L6OCr/dJyZStHrt+Nia12KwYngHU0NHvbe/0aBwYN53OgLBEvcc0SbSNZELOKvEXv7hp4nsqWLdfoRswVucGQS4gXpFHQQbpCCTdH5CrSgfiAv/O2YoIouERzf4CIwnIif7cQeIFTKsgP8c9HLUPD/NOSs9FN613Oty3DLGCkBEUI6iE1hh/YjGig0dKUTWOWbwG6ogRtVaKIhzDfeyUiA+KMtqpXmJ5L57koFYDSyj4JsUlilSCkLnhg2pTFGLfQOQds0YEHiP7yAdcICAdQ3/6YzPCe9j/t5OUnAVzxBt2Y9T8szdRb2cg8MYS/weCByFHICjCOunQzKasq/2W5IckQ2xVhgRJZJvGrYO2sPg3Kg5luBIWm9vN8SoFUTQahRz9zhk+bW91Opd2d/a3+lFHFXusFZpRUuCQhdZ2NZ6366m8iF0NdjzgkAkK8N9gErH22Rl0mCOi/EPATNxPhgscXnDexZ95wcpBGBiNp0y9i3O1fPjR27N8OV7Mr1zcZomnzcat41FOtCznnoNivNsatDn10M2dWOSeSbElkdBKEnlFKPKVuzAryPdMueB8fJDNKn/gwS9+xSteUYX6kc3VUXGg4sCnhgNqUz41LVetVhyoOPDUcAC7nT/zp77p/T/5T8EYHd1SAXRgyeVn/67XveZ1b/j9X/BJ+QWC/v/Cm98I+i9QfqueB38AWZrT+WY6F8T+l698/etf/8t4Gb7rXe/60i96QLAjoBLJCmuE65pIxAjFQACfADZR7lwd7rlAV6htFf/XgPLOzy0vZpMYn5f/iYBwXLTbCYAooJEaaIPMLNe9QQ+pABv0+WqWtlNaxX4eCNomakyrPSXIzYrAQIDOZI6pN/0GlEfWAL9izJGB6Ou4LztuHHEZhUp8zZOgH1VxmLpsdAxgmKSmJYxmv5sNSEtWW9+8cww0RJesRzAUhkoe6mlB2gW1BFfFbttBLBeT+1+wuHY3GwzTnc6ql5GntjaeASnDXgUVe3QMMQGffTGzLBg6JgU+LYveeJjeurH60PXleJW0Gz1ZpKNFuFlraRQ6ZnqLDRaZHzxE8gH/KvIEJYybEiJrx9iEe/CUeEfcYZAATWIZpZ3ubDJxh8Ye2NxAb77B0Ae2UAA7H3yq4ROtoPsekdWMvRqpiZkPzwcaZ3+AwbA+yTatlzMro97GVwApiMK4NShtMCFrE4EhjUXGAeUUJpegU6yqKNKYz0hNQCzO/gvvukJqMgG9DZSdaT7m4J449DYJ6AzbecBIQeEsBSoy2k7Surjb13yLNhoskkYn0ZqfcTBUCnNQaQ7HZA9N1BbFYopXtDO4GI9ncALzs52D3oXd3uGds/d/5NFfePxWVPZTcC4FQEGINPGZoElYfv6tygyc0y3sZ0qkMGhXNOA87sQqd7IYKCVWDz74JVVm3ydmuHqvOFBx4FPIgfN/VZ/CHqqmKw5UHPiNcQAB4BW/81o+nxPbZY/Ajmhq202UyViwzxabl/+eB177icSA4dnZqz//fqDuipRWfOgNYA9kw+CHoOb1s/Hi67/+W970pjf9SpHF3/Oe97z6D/2X2IREFiQRvXhSrMOPiKf00hWaCWxKXbYm4jxEYcxtIA/WJ1FL/XeJmkA8IDGhqpYh6s45888gOVqAAJeMnIgmHNNzUxSvsMk/D18DjEfv3tKGRzhui8Tb0Van1SbGP/Hpa4RlJHRPnov6UNAT9KjTSsbkcspaYEfs5gGjJShbambvD0p7eqT3rX5n0E2JCglmnxCOfpKj+1/hc8ufAJsQSaiqY7hCSX0GxOA8cBirrHvyuz6XBmY73TxN2IioUZ4nBr2nn82mWHUwUcFwSjHAZhQA2LJwHwFz/3lycrv1oY8ub0+IgrTd0oDcpoWvYHcHYwgjfZ0DuFNF/G3f0KtARTGwcmBcGSWF6Prj7rrZBnnDgoDBhLhZdrKOOvAFuzTOmbOqjEGWroJO3RXBsWC5JtAleYRLCE6PTmqMV+Kph4tAu4bZUlRHRJUbyC5q9Ov1CGYE/iegkUGNihzAK8uM/WRfzDn4u5YX7ct7B/deusC2QMgMwZkYjpXpjiPe4CErS3YwcnTs9N9q7g4wGbogOdqzrQbdDsMhC8ScvS3kzBruznM+NSxjqMTYDVbRKnxDYmCMtMVuz2w2Z0UNej0iOTWTRpawpTN89/sf+uijNxcEaXKpOjQJgSIvoAiBx00QqWIFl4cP/HV+uWt5H/kSm0ByLdjAULn34INfXEH/c9ZVbxUHKg586jngV9Gnvpeqh4oDFQd+/Rx4+OGHX/sHPhO8A4JI6+2kVd/qZSBF7D8ADvOiPspXr//yb/imP/mWX7YP0P/f+hvf97++820gORS5wI4Zccw18MbOuzZf1H//7/+v/vpf/xu/bN0nb7712//K93znW6mDJTmYBlWxkMZXM0mBiYQ/AQk554x/KxRGiww0R1cKTMXGPIqI3+KfTuCmQEWipABSomMaAdmJjURNNK3+PuBTlmSEXwSBoZ4nQSvyAJCWJ3QRMK6OyRBmKv5Pq2+A/XhwmvKKHZMI+4Ol+6pY9HuD+XKeJm3gHkH8xYZCP81gwHBUBQ6iI9/a6u3t9rGTuXN8Mp2BGhGWzm1pIBXQZ7P2BK4TrMpbUDVRbxiuqu7l5bvPXvLiZre94FbaXqdNQm0GEDTtlMDRYZ5zAqmDIeACUU+MOVOfz5MPf3Bx56Rxa5L2OvvBZ+xkwgkYrtMNQU4LEzMDMtFbwyJuwQ4ahD/QgNjDtIDcOSAMeyZO7d6Z4Y1dEAeLOJgmyWyOi7PmUgxKuL+pDbpdSoaNDXp64wUxRqL0EFnVbQEO5snWQrqTBYQwqrVTBCqENCxLHRpBkhDJGDYaeNabFczeVieYE64K0EYbiUnNIAmaa53Gdj8dXNzbChICO4dMJZOoGz4m0bWMZyEH+K4hqtlInfCpXcL5Y+eDhDyd4RbCfDFA6DekqceC2LU6J0ArTCE5ArNXTMlOTeeOBa8LxMLdvb3ZLCeOLPeIolQUs1uHJz//6E3sosIQS1JiloOVQYTr16VOjWCwV2B8Fzy84ZXJlfJYGSXjWKIu9Ehy/MCDf7Sy9Q/+VC8VByoO/OZxoBIAfvN4XfVUceDXzYH/4uX9i5fS6Xx5dIMo5a0tXBozTBpS1LzFao1B83Re+52f/+Cbv/nPEujzP+vlX/3Ld/25b/qjQBBRCOYl6HSXtXyxnhPMP9/8P1/1RT/wA58A/dMgmwAPfOEXAJ1ANqTQxSNW1S1YJqAgN0XPwrW4IbrxAT3GO0UFbOBI0JAQyQphPqRH77my/xw/2YLdxDslBVshHQClmlkrAbeRGylLW4N+n/AshOkXCTZbyAIaCiEh0AuGUgQpSlqj8STtdPLZHP0w5i5hG9KA/i7ZXvtbx6fEnFFVTtwh9eW0gGGMN1QS99hwSZM5rsTEgATtq1sXYbN7IOIFc4u0w7iF/RTCeTpenAOQB0B/Skov/KzR5f0acHe3BxQm5xpacaQ28SPDA2iHEYv0pimglElES88GRPbIjfoHPjgfzXtJewfFdqMhRCU8Til90bn6fkNZNhnUek2gJLKYcRPYLQ0Y6RjYBshPH0w7RMPGsG2iLhbvLJpOmuH8Cs2YVBHsCH0/bVLByEiuFPYZHCAG7Fza7oYEEVM16LpBO/O82LbgHeIZF0p4nmBiJJ5GqR/WQJr7E4bUwQYGho/uBRn6FNGFWtTWFmiQbF/YuUB6L5qguihb9Ow3VMw+56wdb+O0EKzXvh8brfuv7HfYFaPBmBXCMMFd0P90vsBaSSqxqlciW0I+PhUQQjsMEwGSEhiPDfANYOIRq5j1RmM2zx+/ecJQRhMCKS3y+eTxO4cIZ0gwTJ20KeMpPsEllybDFfr7Kzfo8UnE7x2f0KOywfmihgCusMJqf8M3fTOpOX7pZ9aGqqPiQMWBigOHTAImAACaoElEQVSfSg5UAsCnkrtV2xUHniIO/IO//46/8/1/fHuPOPSrO7fzfNLYAsG1M2xIur1sPClI9QQY/h2/98G3/GIZAPOhP/B592n9DAYS2hrwHd3odIbiePWqV3/xW9/69l/J8uc/o/3bv/2v/I9/7e0AWxEfkSI3GJQH/BGygYmE+GAdHQN4IFjiENuV+lHAD3cIZQMZgnp03gEJxUuWVzwoe0QkEF8GXAI5gvZEpDzDfFzXXFEgkFK4Bu43UbAmMe5urDZE7SRhUytpYvcDWkWniwEPgDhJcCrQwRQfYvYPhqfDpNudzmdg2PlU8QBciA0MUglqdRA6rEJXzSUwkb6hjDu8O9KIlEp5hy3dMXJGxNieiG0DyLTB1epFL17cdTHvtPKsTXJlcLlaZJoNFOp8qPXHeKZBfKGNxkur3vWbtff97HQ43mm3eqB/IKnPkUwikg/cgP8MWnbU2IjIV0sMgSAW92L5JLREsYz9urkC2nnBHsdSYQEZjV4bZPBdtpskNctBsmjHV4scj4s2xlGzmbZGsElpgXeeq6ZmOmAv4sdsarrbALp2QvhMJgKqmECbp6wBiZhbs0pDMZTHbohN0SpSBLKFjhCeE2yTh8oWtWXzrl2i/G+jdKc7asFUq0gJEVcZaewe6HyrtwfpjdtJI203Bllnf6ePGMp+Dl0RlJMpgmFIOKQrI/aRoT+N+ERjtcloenR0Oit0ZmaimUsMvPbYNeimWQf3kNr1oyN2epiRw5PhZFGM5vnz9y4ulvPxeIQosXALxJUc2wDQ59rllz/XgGc8kv18JsplzODi0bnkIw+sLzUPPPDGz3/FKz7v835PBf1LXlWvFQcqDvzmc6ASAH7zeV71WHHg18yB9773PW/5E7/34iU8HBezWXrj0VExRaneGWSN3e0kL1bDAlvnJdbLk3z2H9772Mdj+pe/eGernwAOwYWYxq9r7d/+X7z6TW/62vvvv//ji31CmtgEeN0DfxDvY6CQUB29LsjPoJnnUBh4A7gBlQIFQV0guWgzABCYEpwsAAIugZcEl0ImjoBR4sdzgGUJLkGWmP+Ar4lmQ0EaBFJaHtU+gC1MjxCC0rSDxQ7xGefYsicdTOPJagUIRZedT+fdTge8B6bHeQCUOpnO+9u9rEGG3nmjnYymOZYgKIdRFYPxgGZQg5o9ZBYGdU6bofDZH+BpID1kF3Ae0JnnYFUGC0mqgRVNwOtqr6kLXGcIiCbtdPnil0y20nUvwSpd+oGPzAV8y1ICGDWI9MMtZJBinT72ePLhj8yPzg6ottKaCX9chR76Bj8ChGEqfbnRwJl7Fejs8c1owWVgLW0jVSheNcms1WJYqLkhG/BNPRiFAQ9CBYru8ZT4QGYynhYLVhVUpZ2sIOmAGnSxOwY/WM3AEYcIR4HrtXVuyByQdQFroAoZgAYVjVgQDF75jGmqYSmPPwMOGDCfkkp6trHJ3Z5xnwEaaQ2t+1Zn+8r+hZ1+l0GVfGPI8M8/CKlhjoXLwpLsYphGXbh4af9gq5bBYp3CO+xcJNC5Jq4P3SPzAPfpazybn+Dq4f4GdlP6Psxn+aO3DiGdKEXtNGF9dROcvFOshxBsTkejO+PRKV7kyI4IPBq1JTvdrX2W0zIfjkdjfUqYblMuwAVXQbleY8E7cu7wyBXju4enT8i05S0/JrXXPvhFlaG/rKmOigMVBz7dHKgEgE/3DFT9Vxz45Djw2z87/YyXhE11YMJbjxd3Hq91k85OH8PzxqQwsuG82OSL+hd/1Tf8yTf/3/4Ab/pvvuqn/+0/JvohAGlU1L/yv37zmz/u6SfX+Xmpuy4OBju7C6LcAx0JQgnmASsRkEeoI0QOCFTCICG+GD/QEWAxtKOCI9Xd4qSQAWyYUx1bRX7nR5wg4IRRO0+ROcTfGKVoxBPq9dWGbQ1FBoJMthPoaBF0p4H5uc6dhLJJzXtF+J0uFvx7W33utLsZEd1JJoCSGvMLwHE+LQDVa2L1LwktpL+AZkIEh2QzRTdRIajoltBADiX+Wwb2k2hAfwnmg2wHq/Kbe4wVAK1BDmKDZjpRN+3MXvj8WTerZW2cYLHlMTA/zEnSekpE+gb+r8tfeLh340YffT0WOUTJxFrLXlCK68OgDT8cB2Rre6XFSwvsj6SDgRKTgAgEi+iXJLXwidQJpDpzw8HtgmXWTmEcM6TE0qiB37FvwQasyHMi5ZyOTgkHqhHSCrupRAkgUjsjwlC89DQAysOKgNQyC0MgBCeK6Yet7wASADsAuGUjE8YuR6NOCJ75fMIIQgTkKVPezGfE2GFA/KY46V7e390Z9Nya4GCorCPWQ50UCk2iMGUkGZ5MF8fHCEO9tHvpnrvT7X5zv6sRFr9uKaxR9iua4KO8XI3ny1lekM33bEwurwLfBuZ0MjPSD/Jof4s9A1yyEamYcUy75pPFbJjPZrpi07liGAspaXZ20sF+kqV1Nspmt0+O50a5NU4TzVAyVme5nl3d3uBWvNEMg3VlhBzDmJC7OIUHaP0rQ39nuToqDlQceHpwoBIAnh7zUFFRceATceAH/8E73vk//fGdnVxFMDiw1fnQz+ezU5LfGmW9lgIYCda+GeWN2bT45//ne5+0Lvixd73rj3/VfzXoNeeLzTf/93/ti7/4Sz9RV7/i83e+8x1v+cavu3Tp8unJSUBSTHzQ9eKAKtoWZGP6DfgpAVGpIAfHA+9K3AyA1XQi9KOiPaGexiPiZk75d+SjgFKeiqGBvbyS0BdDeOJRAmBbjH/BDoBtkvWLCDPqwQGdCELtLO2C9tgX6DczwgKhtoUiFNftlJLkFths9bbRxJJrYDKb7HS68xk+BGRWWM3wG10s8BnQQ4LOjekZlicofiU0DmGdhAXEDzdo04N5C5pBoQwB+YHhg/2hFhECkxdU6jSlkhpam3kna21vLxK3ZDBMWnY67DlsJtPm4e3eetEF+gMxiWSK4zT8pFmte0jwRcAmjG3om0ba+LbiTZEV+UyPYv0NGmnS4RkmOuDspJ1kKOeha7VO2zYY0Na9ColZb4bYPjVa8ylk4liglRMAHIOZVpvgQByCcNhFX/Cb9kHrmNYoibnhQCh8GKY5D3cgh3J04Z4Gk4sNVUv7JGaUhcHNZps9AcG6+Yg3DIqeuiTG3epkL7r3CiZb9iSlsgiTLcJ3YuOTIVZyWV+ffeAjOCnX2UlIs/3n3bd15dKaTGl4b89yZCKCCxHwlTS9xSwf58Xh6fCxW3cgw6QFbMA4hRtU/ltbg61+HyqwgprMx2fT8WSZz9lVIulxSSjiHpscyC/19O7+Xpd3iFotj0+PRxONpUyqAKHlYF16LE5WLBMcB6z3XhyyQRFAFnC3VPw/8EVve9sna2sXrVQvFQcqDlQc+NRywH9fn9oeqtYrDlQceIo48OZv/KrHH/3BZmsGOgRvrNfbH/y503WRdXst8vuCnFdzg5rMZ+vf+YrXff8P/PUnuyWO0A/+g78PIPmmX6/uv2wKK6AvfOXv7gwG/U6P4PEorQFFwPM0TUU7YfjOHTTIXnCAmDzUl3sIneMSOKiXqqAxQCaAiZ+QA+I/kvBL3btglDP009p9h/ULsBLzkk2tiA2Ilg7JjRbwrI3T6RIjcexDiN9P9P4WQgGt7+9tTYcT4HhRFOidAask0wIIAw5RpqNjRvePGcmMyC+i28V0PEK6AuOi3mZQIF0Aqmpzwdz5v0sa4AZYHxioYZLkGgiIAQRyFEDTF4dMwJaJiE00xihjJ8PIRsSlB+jbohs6co9NA5gmqPQGmx1BJkOADey3MN9UxjJqU0vYLUHYI6bRvNNNCzA7oS3NE4wSX8YpkiFD6KtgCH66xlYfpbtyGKtmSVICYDM5d3F4nbET0E6a8Hk6n6ZZl44YF5MHf9gBYNBsHTAzcIM3KEDQWxBriaRoFEUIYC+DIKpIGPCaUcQfTsnYUilCIBEgcyAS4P8gbeQXw0hq0M2S3/qCe9HGI57AjSxz/+dgq7e/1SWUk46+i0Vvsy5u3z762Q8jt7HOiPDfv3bfzr1356RH3mxw1Z2g5V+sD0/H12/dOR2Nj87YAGCy2PGAj05R1u/ub++498Ew1nhLzO9MzqbudcBtpTskgvjjGrpb2+3B5d4WggesnE4nh6en5P6lAAUVJZghJ9Gh0no5VBrmEnoct53y51qmCDZT1ERIqm2Kf/Gu//Dyl7/cItVRcaDiQMWBpwcH+I8c/8qeHtRUVFQcqDjwq3DgkYcf/pPf8LJOOgMhgUVAMvl6/6MfPKkv0Jtis1IDOp2CEIvmurX5O+/41y/7FGCOKwekU21u7e6Bv81EgBH5dAHyZBNAvMs/FMFwgPMARiAisBEgSPCkLbh2NWIkTG+M4v+E5y/D9vb5EaNDhVs6vprKqy2KXOlygEkMKDtQHY8BX1j4A9Kw/+GFjYL5apU0kkHaozmV0Plq0N8ppkVvqzOZjtf1NqB492D/7OSQ5yBzFdP1+p3TE2ziSUpFSNCzCdrkHL9hkLXgvER4gfKhr/yPCRmcavXDK+QKjgMrKlxYiT/kGyshJCgLCM7Fkm4aGIYVlElJbivZAFnxoFWso0wSnQLcqceo2ws0/cslTqug0FmRIyfA6VYNg/5N2k/JUoCgtNXpYcNEr2J/6mH5gzSDDCX5GOJj6AQYr6er1XjVAl4v6h0QPm7QE2yHECjbGSYxquG5oA7DYniiXtX5AnqaYAtCzjt/imWIF7TP8HxiVoGIVoRcZ/h/hDsDp7JFBOnrGfY1tIgoUFv1kqzzshfdc89+n6j6LJedfme7n8Gr3a0eLCIsD9kGsBNKTo6PH74+fOTGLDLVFa2kvX8h2dnOnncfpB6fDkn5fHgyeuj6TYz+Z6wENnbCuoyVBOcGKP3x93Ywm3xTTAqcwfFBEJ8zpED1zBBXzEuym/Z30y6uJctVMZlMr985YjxKVNTm1UkrvytlAFxqJTTMXhH2R4gbFGCmWfOKeSEE4N7ALQMgIWw88Nov+4Rhds/XffVWcaDiQMWB3ywO8N1XHRUHKg48Mzhw77Vrv+t3/6n3/NS31xtjFOQAj7R99NLfsvvu/3CGJhXdqWHyI0hPP+m8/+fe/6kQAP7En/zz3/22Pz8anuzs7GNCDg2Yl2MU0jDCp5hVWKsLrMrsAMsgIjHUE1hKWxExZI1wnJqYC8XQzwb0FUrpbxqImDIYx+BqAChHDc8DANuqQNWtT8ByjS138ADvz0K0bdIuEGcK+p3hCLyqd3DzbJE6oHbr+KTXyRajUavTGk+nSAyrsxMM+4Gm2IQTGxI1r7nGAHeNDfJBa0ZM+wScB5wWBEuSyvoYhjQCjR0TpJ+jv9JF2Cs5YN5ZdOphIWNd5Axq+ZAKNgUcdyzKQ0Bk3hA27MpdDwLR5NoSUbQJ7ManudjqdMzpZQ0S91IJGA2qJ4QlbrlTHJ9BmetiggjIThDIE90zEUeL2kKwrrsyfKafRjNfjkiPgPvDCmOhs2KNL0SaZe3xZLJsLBgnQ0uRphAeahhJUYd51A+YKYNS1f9IfBrx4PiRMCDQPSKKs9mUIqozfLyPVdlvgPKmc8bNgVQVRB5lpfCL7+39915ONgsieCKuJe1mLwPzE7cJ4U5zJwPxMOlFMR3PTg4Px5OpWwz1JkSzSVPrrYcf/NhoMrlzdDQcT0bs1DBA5kKnC+kV05MUAXm0VedDgSAEUG+utFJb8FSkTlnAeh2DMaTEbjvt6S9dG41Hj5yNhjhGxKYHAqZQnoMKtG/CaUeKa0HW7dL4bDrGKyLWhCucaWR2ad/loS8DqeWQNOuvfe2XY/wTDVUvFQcqDlQceBpxoBIAnkaTUZFSceATcuB1f+SL3vXP/9KFC0DD0C+ioq0Pn/fC7GMfycE+BLgkAD7699Fs9vj165+wtV9Hgc/5nM8BorVW9bPhaa/TIYq8kYkwJN8UtRXq+QQ8rvJU1BhxcrQdBwdCp9BItEvwylBMh/9oQPwAWz7mAEqpVRZxUl9DlBUCg5YrRK8BofOIItj0B/ATLVKOt2RVYFeDUrvV6KCVNUHAtH56Nu10u8gLc4Llt3UYqLWbWa/TH/RPD4emBK4jNKAZZkxiaoKkEnUG4Gjm2kD5IFpgXmi4xeAc0ged/omB+RXXS/iTzxkk9SBV72EOFPLELKUMiJlhEtmGvQrU/WR3VokOYleC2GgUpdxQA64SbAdblFmOCwGjOALgZ0kzydpg2M2CoKId7HBAzGLjWg3fVkxyon+EGiE7rsD5sqDLBMIaTWycyGSW1xsDUgdgdERQfBy58ZHgnk7GTQjD77berhMIiD0ERhVbM0bVdMTh06wHAaXZFiEMELMM9tcWC1kMojyhpOZDS4QHHrFEnUnCELksyfyFkrzR3Oln3VYdE39052QMgLjxfLHVbOGPgBcvc8DC7sKPaX58eHr7eDQr3CoB5Q+Xy/H8OL9zBuwmxCceAFMlGzcpYH0sGJiumzN+zJioDbp9g4PGqmo3u4iFvVqXCUNAgEhyQutQ0mwsF/PDk5t3TiecQy4LDD9yWyOqLLOI80Oj0dseYPc0Q+zIVwnxR9f56GzuHhzDdpBUKt9iaTCJKv6VG7h+xSte8WuKteWqqo6KAxUHKg586jlQbmt+6vupeqg4UHHgKeIAhkDf9Cd+S7e3CL05kJeMtvX/9DN5u4Y+E4/g+nS2nBbL0ST/0MOEe3mKj/e+971/+JWfVzeRa40gmyh8RaS45RYL0eGazLKZUJRueVNvjOY5FOCiQRARNvsBl8VHNexDAIWgTN0BxNSAKdrjxXPg3Hg+JWILhjAgsVbaroHNgWgpLRL1ko0B9Kw8J7KklkFWoblGp9fd2trexQImy3pL3WRXqNihWOddlPMAcLBzozkcDxdTXIhrRIKB0LY2OzXs20n+ir4Z+xkeSZU26YJaiBf0eThEQaIHwFHMzQnPUBLzLhLlsRzQLIR4ldyPiJniVQYMUu6SqKxWwwjHMVAHIBn9oUlerHLwKBgS/thbc43WPnEzxOBEWM53On2kFjA2tkAAcVBygaNzi2BBK3ghuSS6Xa8GdA5hmDnhPMD+gM4T67y+OVutjwuaRkmeYkxPACVkgMVihiwHpA7Tf8cTk8gsSLD7Gh5QyoCIOYv1y1KF/RKeaHIEmejxkQ3ojzLYH1FdEyJNZiQIkWB/d/fqpb3GekHC405XWyUaR2TBITvDbK256aZE8W8gEyXT4taHPwp/OB8iYSAAIeYZyEiID/gmgCteCFONtMLLQVr5w1M8RXTp9vp9xFPSG7Dq5KCHj/lhSjxfTWbTw+OjwvXIDIZc6ZzGY0o2GzgqIBe1cXBp1I9OhyxBpmRBzF0FDTE/7ECg4IJOFEMRQ/hMui3FwlCEeuDBr/yBT5Rju6Steq04UHGg4sBvMgeqHYDfZIZX3VUc+I1yAEOgP/3n/vV3/JXf12iA7/F6JPVV/YUv2vrQB8aNWdESV22IvALGJAvYU659fNnLXvb13/Qtb//2PwfqI9biYDDQcFzAhJGGxif5YtZupVAFLEJ/DxYEKaGnD4QW0IvCYCYhv2HZeQUZCxSxcVGbCq6CRbwgL6D9xZClnoHXkxb5nnBQ3dndxsf3+PgE9LkC8i6WpNHFG3mGv2atSRyk2mbW6WA10033ejmhbQoU4VrboM8Fj6JnxrKIjsCsg+3BuDEdHp+JQ7H+LthFAdIu0GYXgMI6mBU7JZTduCCnyAWhGlcmQEMPGGRkjIH7wkbphXqHASAWiMdwlAnEl4yF0UEFNDYZLdsKYFdsXzrtZILMscy1GaEdMGaA0LAQMkYNOn4CHDFOpB8lBR1c89WCTFi4CqxQcmMQj8EPindC+qOeB79TN6vXdoK3ZLDCFh/Ej03Lup6zhzIyh1cmSmVeiPyTIH0xBESAlqlzoVcAC6USCwJnQMwQbzE+RIYEmQognbUyN14StPnt+XwW9vTkMmuxgYI/MTp6ZR35UUJwspJ1+4MdGsZnY7zI79y83VqPLnfXd1/e3r643e2kk3yOgdYHHrqF1U9/a6fxGdeaq/TGz3xAcyJakZMsJ8ULAgl1Ggnof51m4WdNR7Fq4OuSNHCAduIIJbqkwOp4YhvsyShR5KPR6PB0xHVAf0fK2uDNPoDvzSY7FoyK8oiaOXkAvEkqgsIpNwprLNDokjNWMtSZlEHFf2wKuBRwy65//iteIQ+qo+JAxYGKA08/DlQCwNNvTiqKKg58Ig5g3P85n/vN7/mpvyjY1N9SH1lg55T0RxjWq99UEXx6evrUCgBIFP/sR36I2PZAaP53oE/HfBxdKzgSAwr0yABFcBEG37jhiorBSwJjzO15zBXQDdCIMU9KzlkhsJHm1WoHwCN5rUr4wHuUBFsR3RL30CkADXliVaCrTo/v3FpkXYK0tJMUM59+B31/N02Txx4/xiVUmIdH79Gt4dnZhUtXsm4f9TVQNsQJvDZLiC72ZQinJ6MZLszEyweZY2OE8+maBABrwsdrVw7qJr4N4E+EqD03T7nrhY6zuMZCJBUFynQqvueU2aiv0k4qLpQFgkVsW9go8bHiDeH8ZQqX8yJnxgjjwyxyiy0OtjWayFOa1AjRbRBsvl6mxAc1GwCCidsYm9WMllcLHQBaxD5i42Wxqi+LrkGQCBPanmHkg0ofiumJHQx2NiRzQyAkZLHhukBXzlYDFv10wINyswPqkQNo2TmI7nl3d0WwS3HgPFs9WBIJw8k5oRM1jS42GPkgd46nE2Q2dOQ5EXeUYNyycGrB17X6fD59/MaNx+vLQbp+8dXk3vvSg62DQTeptTJS8N66fXzr6Oz26YR0Fuz19LrZnbMzXJMvfPa1R9/3EB3qecAi4NVAre2bDQINyU5Xv0Kmtj0cnGNaBipnnujY5ccP5lUNdsbGR8fHM3bOvFk+CKbEuROD2IpAk8HpFmieLZez0zGjcE2zDRKDdQKdHysGh+idmWVlacyG5wmMQmqlzKte+xVf8iVfarHqqDhQcaDiwNOPA+U3zNOProqiigMVBz4RB777u/7Ku3/yW8E82F00Gt2f+/mT0WltCYSr19NWMpos3vvBW0+tAEBC4v/mi3/f4WhJpqnT0zNwEFAJneig3wcoqmMGUbIPAH7Skh2MKXQiIiUIEksc8aJwTQDJD4iZIaJfN79U4F2glPZCmgYJ3YzGjvWHNQvgGYAbuApuBgcSu95NBzTxxARqtvArJpMvlBAZEqMUABj23fS8t38RWyCMjOQS+wCCd7A4AXcCldKVxksElBxTwnTA+WyZL9i3UKMb5NEd50A7dP6knYI2cCL1II9R8EqTT05USDxuC2hOr7WSDylEMYYFnfgbgz7pi3O01Fje4OQ6K4D1Btpfo9jf4KTAy4pZFNZir093oHwcc5eYvcgfmIM1UksO1PaxVCF7V73Rx4ZntSQYzrjAAWA1xQMCRX2AX8hTKhGVwnNcU+vTWvOk2cHbQXTuWOpslSAOaJJDIW+6a4G9VGxULJDaNPcPGxdHTp0YNWW4AvobPxUMDEzHWH7lGJ15cbLSBaVhIzOOWPTSS517L3X2d9DPL46H0363M5xuTkbzyTSf5DWSGeRFHSEA/wfknE6rfvHK5Q8/cmt8cww7mjo8tCa15hDhzLHQgcQ7K1Ik7RyEfL1wcMDwwouEBbY4Gw7vYMMT8ig0R3HnhqFKpnRGCy49pgkAj4FZ7Mj41GcMszyBo86+0q8tAPkRFWgTDtMwbib0SgPsaf3Ij/5kFfpThlZHxYGKA09LDlQ7AE/LaamIqjjwSXDgK/7Ymyj1E//nXyT2y8nR5MqF3mQ0WeeARAPsLEIz/Uk088kWQf3/r37sXwBFUfaejceYtZtBSnC3Yh8gyzqYumBGIh4DZeLaChIkRS05gPEQ1tBfQQUFtnQRB9OQLMImABW6VYJhsh9g2ERxFOiqsdMHyOa6lOJigDKXmPtr7VjQPQN9DXgJoI/QNfNCkMxTW0mAZw2CbKqMrW3YLgD/bW/vwSLGyV3MPxAvMNdIu50uSaeabCRk4Mn5bLokK1hRSJ5Nhy4X3N9uG0yzqQJcqCiQBWaCNdU9c4igBYSiQSC7GmjBuxYh6r05ApmCESnAE31kiflTWs+78YCgoQ2Ven+6wz2YRpotDPlVREMIAhKmOYg9DL+N1n+BoQ9laWmABFTfdNuNA0SsYjGt1yfISijzkUCIp4lZE1yALs3ToUWZBsqBsDkhU+mNgmwXAN/Zz4FKHoDXET7kUwxtgZtBk6xqDA47onaaISIti3nL8D4WAv8ydBwQOA2RiZlBmnNNYK3DPaiEIWE2s9ntbO4+aO/tdm6cDg9PZlgwHewmt07YBmHs806fdABo2RGNiCLaGnTrU3LaNZObtx7Cxqqzl7It0yiSW7AhrMtcJXYQwoj4nDPuMRQMxto4FpR7DkQLHc8LFpkMkzClhFjxTnP5K/GcIaSFZZabPlEsbp73QPuKRXTC8g6BI9js+udmcNUgR3DXdbnavPq1f6xC/8Hn6qXiQMWBpykHKgHgaToxFVkVBz4hB9Du/7d/4i0U+3f/6tuAWos8R3cM+MEgHlzyh1/7ZU+h+h+Lmv/40z/5j/+nb9MWprYihMpkDrYEUS1MObVZTafTfq+PSyqYHwSUpk0U1SAhSIEcIthj6AI0Fndy0AYYSzBa2tQQ9h1nBqFUjHrTTzExmqJ1xq6jsWoS1RLgpo4/VMrYyYecIaLlQDkOogeqirU3dXw21zO65RwUvzk9O8ZM/+DgMhEv7Q6AjfURNiqL5bS26HX7IONOluGmMF6epb3enGTAUAKQI7pOhpXRksxSbDVAGIliAbSE30E8kBCRn9YmFqdj7ciBxGu10/GrJwDjxezf1FLq1HmM1LRc5aRMJi7QmRHuIZ5KG0LigMUZv0KB+Hu1AGq32wJpk441cGeAb5guYetDeB+EHnYk5uQyqzfHSFgA3uW6jwq+uT5bbfAsxowJYRDmw2VxOENH6qg1pvUkb2EqBMGwg3hHZhJTBNNyJvY9oBObGcUYuIL4YUpdqm/IMIdYQ0TOUpBg4KB7nJshjFl1MsDfyj00Fsp1N2lCqlkf9Bd72xm0HY9P9gebrU4r4i01u631FuY2RDstjA01mW863db2Fs7lm8dv0uQ6PyV2DyFfl1vbyftvOxQm1rEg0jicmAYHQlwlNoIaOztbW92UdG4feuwEWQS2uEotwBuzQT1Gx1vYYfnETQzIheVsX1DEcpQqA3pyRVE55TxYmmJKrXAoGrL9mHSDh7oK2DmAky944QttuzoqDlQcqDjwdOWA/7GerrRVdFUcqDjwSXEAy5xv/vrfDUbGmuTGDTAYmVwb3/a2v/kUmiDTxR/7kleg45zMsPEGqGkN85oHvuwVr3gFSOix69ff9u3/XZr0Dg4u4gpMRiriu7MJQRCe8Xi6xjMXgkg3S4QXgRf4KiLlg7gCRQGYwFjcNqoPpkQkGuuBfTG4xx6jMUc20NQcxSvGFii4BalsMOQLw2aCzcCbaLJtVCNxZIUmUXwKtw2oJEAjRxieAnsHF/FgBawWoelvJ8TS6dAvAoECBJ6wk9HRzVtIKYaWiSS+2tss8Vho03ppqQTIFWoDJ90igGz7EDMGIkQQAC+yC0KzQGpFHbFyuSeAdt/EZ4T+BJYC+9Umi0+lne52t7rFfEEGAxwDwOzbnVaG8y8xJ4G/0Ui+mFOcFtkLAao7sMbqAHFjvUYhv5dmk3mhpfty/dg4H2HHRM6zJqbzRvin3wyDnnrtrNkbt7NS9NL5QQhvPE++CFg3jAZKGH4T7hdziXNbAz9bxsscMvoA0TJdpIx0IBAGFRM8CU6t1wg2zgRAmHxmbZIS6Elx716j1cY9oJG08k6yuXYlK3I410zbc+ZRuUHczNYQYpM+tkwjd5Gb8tnm+qMz3HE5wdTsIyekPaZJiOWgBKVhs0wkmXOznV7Y35+dHg8nE/wAoBEiaN4JigtfocylFBhfGr3lQ+cv9n7iHJ5YUNnN0ZWzjDgXE2rCi7I93iil7GRGjg1WTYQIwsiL5bwz6P3bn/rYUyiBB9HVS8WBigMVB54yDlQ7AE8ZK6uGKg58ujjwspe9/O//bzf+9t/8vn/0zm/JEhBz8wv+0Je+6lWvfirpQd9MHlXs00GDZMtq1/7gF/6i/KZvectbsBH6ge///h9714/u7uymiZr+djO5dXgM0Dw+Ojw5OgHS4SDbSbt5brolwyyKkNdYtWD5IaATNNcIat9uL4ltCtbT3p2NAryaRYlAMU6wKULRDfZTHhBDg8MEb8DViG2DC0EopEGn2H2A0QgNQ1CaeT7vqsKvdbvdWiejL+Es0ST1oAAqLskrhR8DWBBE7Dh5RptAf+xocEENbYlk4LLLfRXrS7FqoMgoyV2fWCc2JxiaJimo5kHXNKLhDATX8QRwG0IUSabhDQ4bYEckCqJh6u6A4U5tfbRa7fZbPV1/HQCCA6YleC+g89ZSX/P+NZbmI/IbNJqIStjep63G8WpN0MzZCn9l+ZYvKeQWAyNZ1NrzZvukRqYGeEKsI9OEyTp8lI2dFNB/s+phGJV2z06O2aggWhDsVfIxKL7Ea0ajJwAe0zoVwCu3CMIFVq8GYbd8CbU8+z8LxKheglywJr9Wo1ns9Df3XM76nUbRXDQbsyE7CkwoiJq28GkggqjO2ewwYYsj49kA2dtPF0VtPFuDqzGHYsZojTlVUGBKSJyGZ0ejmXZ6nVbz6NYN9wRIUmYJmOL6oLTT60DhuPQHqo9pi7Fwg5uURaig17hHbe+B+RVzfOYTuisnmDYt6NYKAiS/m36PuXd1UASBlocPPfQLfDBpuzoqDlQcqDjwNORAfKc9DemqSKo4UHHg184BIPgP/9D//m/+zb9+/evf+AWvfOWvvYFfrcbXfPVX/ft/8/cAipPpajxb/cRPf+jatWu/tMKP/diP/dXv/M777r18z+WD7f7g0Ru3j07OiOT+3vf97K0bt9CWAsRIAAXIQ71998UtXFyJ2ImulVRWt28fr5fDg101+YBIkCMATEMQbbtFYQAvIPICQM5zoBnX4jT/jwG5tLvBxwD0SBzPZW1CqlabEdSj5u4PdgdbO2BK4T3wTSQJNOQXB4AZNk4FZubE+jRjF2liW9i7q98NsyVR45MHrUMLhzjf1/IJt0KbjuyAzh9RJYxGpFs8bLYskuK2m3PgPxmOEWfYDWls8JEg4iTs4BG7FvPFCtdgIgORo2wrQ2WuwEUT0grol2ANdYCm1kECweII86ENWQUIi9OYjIuHxhpe6U0ta6QRrD7Ltth3kG4ZxegFqUB3KHe7Q403RTeYPB3sDUZnw+k0l7egf1gOAWHLBP2OMYYbKJw9GcAxvbnLIcj2gDscTgck97N12qx3kjXZ2PqD9eWD5NJOgyBBMzJ7YTbENJ4b2FCRYcasBykB7nnYYmeB9TIetjHkf/RO/WhIHjMeYkLGDLoxxFDUwdcw1MJFHI6axhgymFbXjkTbeBw27UUJ3ssHBp6KNGzKBaHyV1hw1mA6JXkvB8dt1xrWX/RPs4pDzL8WX70uUWqRiDbTGYuzkWWErlr9o3/y45UAUPK9eq04UHHgacgB/7s9DcmqSKo4UHHg6cYBpIuf+qmfvHXrFoR95me+9FfxcXzkkUe+/v/ztb/lxfdfu3IJFe10tbhxeHTj9sl73vOzJ8dnVBd2awazIQgM6Bd3VEI3TvMibU63uyhwSWes3TkoTCinbQZYTDsWXIfXNUy9DawJXvO/l2hNrBlY1ySv6NMD/Qr6x9NiOja6Pfr3NOvu7l8gUZTYnCiZ0ylBOAGyvKYJpkEo3m0PlTagEjyLDKCcYs+omHVaCFSowECfmOdAoKDQg5r4MitWcMEf5wgaygPIGdJtAKLAoyjmm4TJD9WyAkM/xWcYA5LWzqA9K/C1nS8KEnJhHtMi8ieMoi+3NjCOwivAYJPiz8DybFfU2MNF298xCqzus9hbffSowJcWMYikCSvSF9RbU/ZVNMWBPGUJUTEsCFrxQ0CFzhYNzQCk77vnYHh6OidnsDnWDE6KE4GoVzwfA4t9kPIcmsoZKJsSwMsrmahXwHo96DYw5qfxve3a1Uvru+9Kelk9n6/yYo3vg/p0xoL2Hwge7iT2gYmXWwto030xmwJZnwlwVLSOTrL3fWwCm8X9sh3eO0/METOCQRETV/KKSxpipDEx5Xcc7YjrvedDzuBC3NhsHnjwjS94wQvuvvsuK9Rq1x+7zuu3fduflkvReHQhnUwEg6V+kIcggmTJ3GlqBY9pHIJZn+2kA6f/wf/yf1QCgAytjooDFQeelhyoBICn5bRURFUceIZzYDgcftdf/Y7Z4c3n33sF2/NWJzk6Hr37vR/8///ke4sC19gIEw/IFmLpJwtiJn7kwc50d5AJVLFLEWBiaQKsAijyKl4E2bNjsKQogP18dwBUF3jQWoBgIsdg7l7mFjCn7Hick2x3PlthorJNeuCCzE5DASN26cBfgCqw1RbEgwJKUC8QD4Ao5BMtcnCCnhkxA80uqa4Az6J5iYrHAmQhpmMJaB20gFTFmhAO+AY70iaCTVjJ12bzuZY5BJ1ESGhsLuxkm02RmUhhIUQljVS7bb9gXZ2MKegmCFsEjJw+iApEx4hQREnqNNJeu9VLMLUpaPYXTtCEkx8rHREaCJflMkw+Z7HlITUOCIJ1UeACI6Osk9HaxYNt0vHevHVCEi+tkBQ7AOOKIHI2xmcVjhg0DHNwkOfI5YYjEsFbhsm5ckCaM3wnlpd2l89/Xro9ACuv5nNyVMML+ncTwCZsTdbRilwvb0otnW7aLYQ6cgenj92o/aeHuYOK36LUIdVdq93I2oZUkrOw14xyTA2bBrTLia3SvOeB3aMb3VBe9drXveENb3jRi170y+5iRbXau971rne/+93f+pf/DKwD/CtBmZmO+WKZBU+Qj0I20grIna3abNkgAfGiaLA78A//l39ZCQAlJ6vXigMVB56GHPDf6NOQrIqkigMVB54FHPiHP/iDP/V//OgLn38vuXvJDva+n3voX/7bnzw5OQtt+xrrF7Aj/qOAK8Am0Opga9brJrqREulffbI4stwB4P/U+f8qXGlRhkd4TBGsaJNH1hHUY0lDICQwHrBVJX1tPivG4/lsbMga7hAVFOU9hkCqjalHv2QKC3AMzAN2SxLbFoZRtVGQpJA+xIMSPkZPvohb1UYD070MrM+V/1G5ohrpyXhFUgHY0ib+vYT5oUDYINVmRU5JtPz9lJj89W6K4h7d+RIBidy6QGKArIKDWmaBMdfgchriFQZyEAM006vaAJQ9YxyxG7B5+KS5SLqzRgRpDdGF/GaSpPGOL1DiVfwRpKfdTuhue7vfqhePPHwT8UKDKceM7RDJAajFwUiVYJwFmCY58pdS4WQhVdrzQBgo3Nm1g6sHuO+uSdd2Ybf+mS+klyUpfjH+oRVmnhYw5Qpu2VL0onTCXkkwEzI4kehu1hqknQ9+pPYfPupNtO8Mi3xdGQITWbegBMeJwthX2PIsiYPLDWyLmCCJVCAJAA/96wceeD24/3M/93M/efdcNr6+7/u+761v/5Z2c3OwleDmy5pk4G4JSS8UMXFrHDBwUJ4VNeze1usWctfv+30PvPlPfQt5u+VfdVQcqDhQceBpxoFKAHiaTUhFTsWBZxcH3ve+9/333/yWa/dcfOkL7n/k1vHPf/Th973/56cTkvuCzonmqb4YFS+IEHOXVj3f38YEiEiihBcNxAm2BNcF4gzoKXwEy3uXEwE8fzwG76l2Jd4/LQEuuU2KqgVW9fPFdLKaTedJ0gHXo7/XD0EVdAk0DcUj+hSClipomqKxgKg2I9o7x6fCXv58Kd/iUfgMNwyeE4CTe7aEHwObCYS0pzzyCsrpvEDrj+qeh4oe4lZjV27SOh6x9a0+acGshcszmQfIZxaFTH2AMVEQgE8q0oQ1Y9ikA1OZjUNFRu5fdigWq2zVnCzqH1n2MLGBdginc8eGhBOCh0gdlgnoQbAysNlu9nudnUF26/E7qP5F3DEAipUikoxC+vAX2u0ccuSBzWvFBOKHsHImNFRSdQ/Eb17YavWTZbe/vv++XtoilZu5wuQczfl+/lcyF2poDZrdFtDwBtbUeynxYeVRq9Z9108tD08B/8ho2cHlq7s7/cnoGMnn5ORkTiZhYLmW/LhDYzikmzaksSugBNGov+rVr3vFK17xeZ/3eb+Kvl/CfuXjne98xzd/83+9RYoBluWqNp0jgRHWyZxfWl8xmHp9ToKGVW1v0JnM1q00WxfTr/rab/mGbzRQb3VUHKg4UHHg6caBSgB4us1IRU/FgWcbB8jD+mM/+qP/6H/+u5ianIwnJydDnARy9N/68QqewJzgXoxsUCdvd6fY3g+yZtj4gwjNd6vxf6B0AKu/GHtjnR8CAWiTO7Sj/+f/1d57ANxVVmnbu5196lvTCC1SggUsQR39UDpxUFAQFVQYFXXQAZ1xBEEULFgA69hDE8eOOjp+6DcqqKPj+Cst2AsYCBBIfeupu/7X2icyDCShhZKc++Qtp+zyPNfevNxrPaugOhHR5p1F7+IZD7A0eu2caP8imRYzo6jQWQhbdGdfVpt1YccrVgj+6unvq9JCaxeXw5R+4Y3nCeflHyYE+5ub2cS8PeNhx2EoVrYIQY5aJG6E3ZK4V4hkmgqQw7zxfMWBUJAlJ24jJUeHq3QwIJiE9GWc2UTmkxxgoSZWasa0uE0c1dmfNhsQN8Wg0oy1DCwEWueSG0HPtHrur4gb62mewChtQPZH3jR/oeNt0LabBRRhTTAJYmzGRoabM03LBDCKVkCzWHUp5mUB+rb8UEzKSLNvcSQOzURYP8HyiUmeZhuGZxkUhtJgjJSdes3dcYG3047lSqnLsoVtQ0GhYgo8L2jxu7CGbN3BntviAsPInXrVTkWEFEp7Zrb6i9/nzahSbYzttNNOYyMjhIzRzGH1qlVTU1O4/zk1pkiFvsKT00zVWhQQBeZ6Rzz/6JNPPnkL+Sp2yvv2+MAHzv/iZ99FjBlXl37TpDGQH14pW/VPhtzqsKSTN6qlWoUL4lCjllzv4UZ2wb/+VIFA9w2wthIBEXhYCcgAeFhx62QiMLAECKX4/ve+d9EFn0aaEeWy9z77POtZz0JEzp+/4BUnvJwwCnQTkrdRiWsVKuFYGR3kpvlU+Stl5exRrjj+TUj33c9oWty+RLD0yI0FK8LW+nQV6jZzizRWL+7mvXZSDevYDRZIU3jdC+XZF5+mYouvQkwXEh/lysF40w7Jv/6jeJOP0PNoTfvYBsGgGBbj4x17w7Yu7Aqe8D7V6JHTxL6gkC2yxzQ3D/J5TQKzbsHOdpKMEKjunJGaBf54fs8WNBhBUe/fz6tk+FrQP8UycxJzbTezAixUhtliAHCMEuchFgjfe5LO8yt/6fhrk2pxjP6w7O98YQUgrc0qwFDi1IwXC4NnxTFtjcKc/P2H/bbgKM7GUM2PzuaGhWGw8GDLJiArDkJ/sJat42DnbPTwExNlmngocOfMcXZaWCIEKPQj66/QL8tk1V2Lg/UBF5fTFlo4PD/4ZVZGcRK7nAyw8pdbvT+tqg2NzpmzYAHmStLrNmdm0qjD3AuTw3ZkDG1qOc22d95ph6f/zX7P3n//Zz97/wfs8rdx/O/HypUrn/XMPUcafr0KNLsEdKbrUN7U0tPpWm35JxgAGFSOV0vjbquXH3zw/m87+5OKAvrfIPVKBETgUUFAfQAeFZdBgxCB7Z4AUdfHHnfc4c997uf/9XOoy1e+6sTh4eH+rP/51FM/8aH3hKUG5S/bXb9K5Dx6k3/EkiC1TG6a8rbVgH4HXESfBaj4c8dGhoYaN69aY351K8tY7Ig+5sGiARI5D+rlGi5yItQRlgEua1Oy9s8c1oXg5Ic9bCj8KGRoMSyLHekL9OIleyD9Tf3/9YFw5SXCFbVqsp+D2lFMz5qtgoJOIgd3fhwTxFKiwy3WC77yxMuxBxLC662RGVaMKXG6HuDnt2UNmgagvM1cQdNbqgIhN5YXa/YL6yR40W3sNlM7F7/YCwe42UCYRxwUbzSlQa2Ajul+7KW+3Lcx2cj4YlergWqWFd2Co54dCXqUT7VlBkwLDsN8bHhgN5c+m9q8ivAjj5zmIovBTAhWEhJbxHBTrh07sx9NDRgYCbnT3aTa8ljzwNzAjigat2GrsJPxN2CFzDde/TMU+GyIlPLME6vsaZc0vHVV6c+rh+ojQyNjY/VaeWr9Os6K2cS5zFLoDyOLJjdMd6MZSvoce+xLDjnk0OKgW/MHtsTzjnzlNT//EnkiBK1Z2BOk6LqQmNGJ379aseUBEicoaUudqTnjC+bN20Pqf2teAx1LBERg6xGQAbD1WOpIIiAC90YA0f+GN/7j3bZauvQ5H//wOSTqko9K79ok94fLITmyyCyUpKlzj6JAVJw3/Y2URHia39rNx8dG5s4ZX7VmChe7qWdrEsYeiNicwpg8pdw8VWR4aYcgXiWwtlgmgy1IxyT0X9Unz01MFu+Zru0/7EDFw7SqPewFZkH/lTn/efQ3ZVd7WdSeZyNTuLYwwC4U70QsOk6XF2xiRSIrlV7UQXmjtIucVyJ3+E1MjznxEefMGz+yLWcwqYQgezuQDbEfmlOcvv+Sn7YkwPoGiFDoobdhkuOGiNNiOB7x8wBh4YBh27AsE8AMG2KLLAKI9ymrxLIDFVF5nwlQkBW2LFGYyYScLZQ/ahvfP2ZKpYwdwXQoRsSgGQgrMiwdFFrYWGK0Yd3Y2CyW3121IZu/gD1KGAQ2etejzRmHL1gbZqNXELR9Ld2ZraoGwGtzSq7dzavCm6fmzt+BTschHRJmpyb4n1YU9dpYimVqpZLwnbdnMQrWH/Oil7zspccfcuhBHPIhejz2sYt/9UuvEhTN0YorUq/7VWNvliLWGtzM9st63KzlsLLPE5/+EI1EhxUBERCBB0nAXEQP8hDaXQREQAQeJIGT/v613/33LyNVq9Vwzii18VGu1N439y5aFc8zBgDuVlOYJhSLv1voLtd59jOe8YOfXoU6RiMjhBHNaGi8zuhnCvnEUTUMUMPFagDpAZYLa3LZgncKSwGnOYsMNvj+X0IT9IW3G2nMO5y9UOH21ARfoVUR98Wj2JZ3TO3z4KXtgoVgQtrsi/6hCqPFAnU4BOMuhm4f8jGyuBgPLv9kbJSx++hjPvA93PYWYGPPLVyomLftzdg3nr04leFAmvOIbFXEEgOiLgWXyhyW1rycppilzYIv9qcMUWEb9JtkIVihleLCt2EU9go7MNDCDrGZ27l5Hw++iXMGRhJuEBNfhZlm87Own+LMNjAbUvGb/WzFBhvAbA3v4P0qc0Z6FqNjdoUlzhaHtRMVIO3NYlp2cgLBKqENYmbWv3Xt3Blvp3qjgdIn0IgQqDxOin5tKUep16ssCq2947bnHvGCU055w1Oe8uTiaA/hj6fuTc86+pqViDpjoYa5JixW9DtD25x8oFg6NPWNyHl2S9//z9/suuuih3BAOrQIiIAIPFACMgAeKDntJwIisPUIXH/98iP+9lnEiFfKpdFhckaRmqhCBxHLT0s2NS8rMhFfN1K/UNOcnYCZJKXxFS5lBKhJUdzSpuAxALx2xy27NdOSJIVawU2rrG++68Lr7pdKHJoXHMbOZXMpVOhGWWprBPZm/wN+FS+QdYVqRf1a8R/e5Jy8xYPP7dP+9oyzOCAikTcRwRsPZMcxY6IQvIWNwRiI7Pc6o6OUJ7LsVfbjSRjQIsBC8i0yx5YFNh670NkMzQZrBgpmT55R7AjdaVHpURAlw3zG1nxcnNdWEgJWVmxLOyOGAijYAK8/ZgEi3QwkO5yhswUIjAebvS0BYFHwSX9WCPdqpcrGZDPY/Iy5lWnlY9YZrB6O58YW3WRjtLWcghQqmUk/fQnp3ZyO6WEbWDcvLpZtwAkLFsXwDGLol5ptsn6929c6jYX71sfmcs1aM9MoayKg6NlMK+XG8HARRdV++r7PPOvss3bddVeD/dA/PvGpD3/zc+8ySwtLp7jiXF44WwCWz73k9iInpuorbQmS/PDnvepTn7nooR+UziACIiACD4SADIAHQk37iIAIbHUC88YR/+ZjHq4TUE0oigXVIBb5abq6ENQo7n7gdyF8ecWqAFrLI8w8wusaW3cA02KuGQNlZ8xiTTAFisUBRCvK2uQav3nbKuigmQk38U0Q9w0Oi11H3yGt+dtovzmRKeO7iHgOaMKVx0YEG5+idE3BF+Nkp0LXbnyx8RXaF0ugUP92TDtLIYFpVhDNDo84Vk+G4kUZ3m3SmRkYlf4LIW+q2Q5uywi4581osRL6uMF5ij3DkaAw3UaEljklbQ4Yr50ryyvkINNY2JJ+bb58SAR/p9sjGoodC2i0IwCbzZR6S9Qd4mhFsi6szByxjN7iMwMHfVPwXB30Pqe2rAC2wSqwQXhFtBVjtNkzfptq/ycT3XN3Z5cduoHPaozhZZ2GVRimUzCyjI84Kq2fKk23PPS07Zo51XlPHh6fh/rHwitDx3PXrt2wcOf5WHGLHrPH0Ue/8NBDt36s/8aruqlf5AEfcfBe0K1WuGewS7ncTIQp2GpAtxd3O5g4LFQ4YclbdvHlhx62dFOH0XsiIAIi8MgTUA7AI38NNAIReJgJUJCHM973XkgPz/AoQ0lX11qFEGvkKy1vUVXmtyYXFPc/7V4tgt9yPvvKG+WJdOSdIrTFKuTQvKscR243baPLquUGbbTwGaM2ORJb2cYmUq2UEEchcZXPC/d0jt+aY6G8TSbzsBRe81yjX00B91U7tgeD6Z+9kPd2esZiKpcnyG77c4of2MS97cqP4tF/Uuxtkv9/PiV4x6Q1B6PjLbE01NzBQmGYfXHMMBMaXRVDwr9OgzRqgyK/KS4a5zwx0Uyl+8IfTfFQ9qIYEB0U+IDinkGtWmHyNCJAnBK3Y+m8KRDID86Ii8KQMrOIiVvcEIsZthLBWHpWSZ9iqaQmYy0wO1t/MGvCQFv9n2LEnAPbwFodAJ1PySkoFgBsJhY+RHxVgQhiFghkSN2/rMjXbSjvtEMwVEtpDmDZBdbFKw7CcMMGb3LK63HBsN7sOtm6Ajy9ZLZSGquO1aphFWOt2eqMjI+6TtyNo/322+9hVv9cS/KA/3v52osuXPaVS9/NhIsbgLgoOGIGOL1eTibKKf/4ntNPP4P/xB5t/31tvBv1SwREQAQKAjIAdCOIwAARQJd89sJlX73gw8hRfL74hZ9xyAt2233PJy/Zd/HivR7BiiUMbP5YY7hK5L+Lq95c7rlbxQ9ciE7kI1XViUfBP41KtaTLvp5HXyJk+YfeNI95rVL2y26doJFSWDGvLMfhJwXufY9a9Whp6jSWw3Kn06ZKDiq10Klod+s6hopDTKNqOb+pXjawFQO0KLLWtL7JdRO+ZgiYOcABzCHOYdiYd0zp2wH7loa9ybv2gW1v2bpsyPD77955GD71yuVqtzuNSuckNjtq3wSkAae+xe+YU5ndk5goJh8vs/UYwJ3vFl2uXN5zWPlo0vrLq5TK1bnz5o+PD7OYMjs9OTs9Qx4tAfRmHdm6ga0e0CqZKjaE8YPMvkiy8KzvMW0LsJBIGTb57gQEJpkbvj8HwnwK68nmAQ/T8zQQoxR/DAbObuN2LLqKWfHgJZPCdGFuwCzgGKfpaXfavPlcPMwOLw27tUpeKVPwx6+w6sGsma6tbNge2CftqZv8hQs77TYjIqWhl3RZasAy7PUwAJ5lmzzsD2T9aW+x3l7f+MI7YwtKwkRy+vVAo9R7//mXHH/8CXwq9f+wXxmdUARE4P4R+Osf9fu3l7YWARHYJgl89EPnf/OSf1nyxN3+dMOtXon69GmP+vSWi4o0dJ5x6PNf+/qTH+a+RbesXPnNb1z2rS9/fGy8SucsjIB1d0yu3zBLIiyiE+WOQzqmynpR1tIjJcAWAQiksZB3JKZVxjd3PYmX/kyrgusb6YkH3WrYF75xPwjjmKZjlAAi1dWiz/GOxxGebwt8QZVaIIeJdg5mFgHX9S4/i9cc0c5onxQ/zHFvhyqiW9irUavwhe5lHFOz7VY3wlmOjkcdciiOaKEytrfdMxyKMdj7mDk8bCP77Xjdai2mhCarHmU/JLipUfXijK7AbEZUDI515pgMj4ZWFyhPaS0W+lk3KmeRM9uOukmlPjR/z8V7zJk7PjLaoGQOvvmpyal1t63u0ghtY2g+EeoZDYcZeZfoHyebnp3mBmAuiG9T7q4XMxizUyKmiju+P9pifDZipm/anHcLw4q3iC6CHh/xzSKNDbIf9lNgtEOy88bdeItPLWqIrZyAmkWdRtmldzOtn4dKZXz/hNUwT7rscgJOwW052/aI9ukRsxSWW52kVPLDMHju4S869dS3FKN6ZH5gr373O5e/6+y/J6n6oENetvvui5fsu+9hCvh5ZK6GzioCIvBACMgAeCDUtI8IbKMEPv7RD/zyyktiPKitnhXKxwuL5zZ3eshBIr9Tjx60+x161Glnvn0rdlDaHKvZmemrr776vaefWKKyuucs2Hlk8RN2WX3b6ltvnrjl9gmC4CkGVPLp7mUOf0wAUl1zi0xJ/dDcy4Swk4WLPDbNiKjM88kmUSN1NrcwdROm1KhhFyLabU9q3VA10gJUELZ40JGt7Ir7GtPHVhpsTcHSjQstW8hgE+aFguXvJI55FKmVx+FEiH4CVBDS7EBfqpFGDbXcbnXa3c5Mq4NqNyc50hfha/rf/syyd2EwMGBbQ+DBm3xaCF3zw6dOu16NiNOhBxo9efG/V0sW+4RopswMMfq0O6Mi0FijMVqnCk3comcCRY5q3sSGvEWJUX/unLlz937i4xbuOI8pYAAw1HWr102u3TAzOdlqs+JhKyWUsC/i9Z1eEoPxtts3lKzGUmq6vwjcKVkEPiFTFtJj42SQ5t3nkDYbZmF2i4l6G70ZOPam5fvaIgXojFjfouk/5bltaezsPuDq2eGZO2d1atFw2R2pY3uVhkt1yyPAwc99aaTYg+UVrxtj5BTp1mhtvzI8XIt73a9//ccPw/1p4723B5aAnP33Bkmfi4AIPBoJFP8TejQOTGMSARHY+gSaszOvPv7p7Q0byLZFTCP/ozSIXB/pFaVdJ3I7CcXXiYB3z/vMFx7qFMYfXnnF2/7hhSPDKHM0o1cbCqdnO+VybXbWwWWNAMRTXQnRvl2X2J8SwetW3ZNY8DgJEKVhyY9RkyhT88sjJ7PJdrnk18JKODs9jSolIr5wSNtnvCRABV86st3CTJCavDQBa/XyUa1YAuhUTBEEriXL2uoDR7VLUGjXjS9tY4QxUjfL6rXK/DljKNputxvHdnhGw5GJrrHYGlRuf2R9+dtX/BsvqZ0SjVucovCHWyBOUqk0SR6tlL1mM213cwoBkVXLQgKSmR24LqzWjDewPCz4nhCpVi/OAyYVTE7nu+z5N/Pnjw8P1ebMG+HQvhdE3XhiYrq5YWr1Hbdj67FoUMb+oX5lLwYHmcFJ3Flzx+0EFgETBU+5IcZPFSXkfJF7wezvWnHJlgOsv1jBi3kUNoGxKOD35b6tzBhuHjZFU//8wrqzy2SmjC16cDquTTcjTCsul/ORmjdS8cZLpYkmlk9GV4K/JhQYMtYp1k/HYaXk0GGMPhFlb3aq/YurbhgmaVoPERABERCBB0pABsADJaf9RGDbJLBq1cpTTzl8zS3rGwhkPOs52bAOdc1j5BkucyRY6lslxyw/4NBjPnbBhQ/RLHGdPmf/hXs/fpiWTnTHosHU1FRS8t2169DbJn95s8hG5W8UHnWydRleSrB+j2j2mLqTGAQ+Pb7acdcKeiLm82wmrgXksKbu6I5zJicnep1eUCqbVDePM1U1sXPIqTUBTRMu81jzQKmjSpG8hRsbL73pcTMA7MP+ygID4mGK1pRtIWz5aZVw+nrXtkf9E0Vv0S2WO1ssJthPTluU12Fv/pky7qtj+1WcwQ5o6wgWP+OWK1PlktUC6vWyXpRR2yjGUY6GJmWZtYDcJQ9ifLha8XqsElRKVPxk93S65TTdscX77EtqLzWMakTVMMFePDvTpi7N7OQkrb1MlXNdkd4kRLC4gMYOnObM9Jq1a1lmwaahgD02EQqfHxzULA4zgchxwAow+4DIKuyicrmS9KgaxEqJbYMtYFfHtizA2C+bmE2ymB4/bBubH5zBz5E4dFavc+O5btghs3nukD9SCeZV/KmWM23tv2ylwsKUyHUmjCnn/ZR7AcuQ+yHLus94xgsuuOBizqSHCIiACIjAAyagJOAHjE47isA2SWCnnRZ95DPfe9dbj7jpj6uCvETZdlQfTnj8uxSSCUKCbfDC+nni/+SKb/zT6/OPLXtIaplff93Vu+01mnjRzovHmrNJFMfzR3xyQHfY1Vt9R7x2XTtq4bMuURoHd7UF7CAccxJ5yQS2cJpmN66WTe9a0AmxQC4BQnnF84dqwUw3Wr/q9nbUpucusp+QEnzb6FE0a8lze1nX5hewCEA8jwl+q4CDJrViNab9kapoXiQukp0T2UuMoeJh0rQocmPqGNFPF13TunxeyF6LpTLnuxXn4UhO3D8CI2dv3inksoW3bJTIhUjmSLy0XOI8b/dKqUM9oqxc9pvtlM6y5q33c6L8Mc/Q8TZZJwrCaHxkmCWbGsPzA1pTkXPQXHdbuzLc6dD72IKbmEf/7qTCaa/bxQdvyyc+MfoM0cvjaGr1WvIIiKhH+gcOKROk5eJvL5nkt3Gze6HrbXwZgMJ6dcHo2No7VrEVRZQYM0odq4dcCzPNilURe8vaCGwM+Cl0v3n+MTnYxgZkRgMpE0GtFrJQQm526NnCAos5YeilTY5tGcPgLIwyLAefBAWi1UZKpSSidGnKXPbYY3F/avopAiIgAiLwgAnIAHjA6LSjCGyrBHZcuOid7//uG046oD1FxUyPCBw8ysTAkIUZR0wKLZxFLnHk5Z9e+a2PfHDxm99y+laf6g1/um5ohFD2aO2GFu50opG6aYA2R0wOz6955RpKsjnprL+j7aYlPN1BUCYruGR+esJUzE880+4hZfmqe5SjybtZPponJSegklCrO4uObHbbDScjiBx1HZJm4Pq1ciWkXSsucLSkueqZqol6ay5gEpWfFrKCRi9Xq3xK6mylUiVuqkgnRsGiUE0do4oLxW6aHk91bo0H7FCsLRRLAZbDSqkdNsWiQPayPVuadWHzM6e48bQVBTtOcSyzEkBO9m2Hfl5JUi57UY8gGQwVIrOsZj/2CrkGJAkkqT/b6VnTNCedWxtKE68Zt8qt6XSStxZ1/QYLEdTnsU2jXneqQxQNY6s3huiuwIzj9szk1AYr3Z+7lSBmGSXzylEUkTpNjrXpfkZY2Da8YMwkD8yZP2c0DNbccQcJ4yRj452nppCJ+aKmKjsUS8k2HyaFccARbENbUMKcRM+b+DcIePUxjwj5L5WZEoBYXaD+T8Wn7VfcZYXAtuRmMDZFJJYdkZdmntHZrUszYMwqPURABERABB4sgeLv9oM9iPYXARHY9gjMzk5fesmyH37ng7OTWRVlTAXOwCWTtdmJmQwOa7Jt6cjUi7NXve7Ufy5KH27FSV721S9+9zsno2zxYhOBb2fEY2ziu3hmopianpXbb+5NryXMx8LhCdFHQOJtJoGViP0iPAYRSqRIN3Z9cm8XJUEalJxSMtWKiSsizZmIJlzyiHYOHlAgiEaz+NHtLH7Rjpa8AvNAEwBvWtyyItCnyF5zXiPTCTRCrWIw4O7Hh48sRc0mhc41EW9fhXAveBVweMcmUIQV2QamhnkwGz623YtDF2rYXtvDPuk/7GCmdaeQxyQARBH9pKw6E4sb5dCplmluQE1Pc7ZzDkshSJ3RammE5QJoRLY2QsF8AuXbaePmZiOJok6vS9debKdKBY1NsH86M7lmw8REg3AanOyYPk5YnNNqj5ptYiscpPzae4aFc3jB0HCd+ky33bHepD+GWpoRmcNHxejNHrLBG2EbPvzYHVsKYhA1+4EX/dUPS8Ag3yCv1Vlu8rv+dC1w5g2F84aCRtm78eao1gC/zb8ozsQxLQmYFm+zHWS/2YBUAA3ofJB6K27v9InppwiIgAiIwAMjwP9H9BABERhEAkNDI6896fVLX3A6mhalVaZ0PMXzq7VyKSSyBCJ4kMusDOTJ55Z95Prrl29dRo9//N4lQtMtOtwCaBC+uMfNh2wCEl84T1tksY7vFO32hOF5CxF+Ld/peg7tY+lWa82wTHgWm+PK7ibJeedd8JVf/Hooi2rdZKHvLORzcz7jNyeyCXc1Hu8oTqI2FSWjbod/yOOoY5XskblMl1ggjAOyEPoe68AjGIXiSBHx+Ba8jgVRSH6EL6rYZC+DNzvBwn04B6kTViuH6j2c1RosFMMrtjFtbMYDMy2ksF8ixMoK3aCnkby2JSsP9m0EUN7DUY+IHSL+s06HtYe8XHbMACgF5WLiLNdY1JKXlyrBTDu7fSaZ6eWdzO1mzlQ3IfC/3LvFmVnth6X60ND46PgwNUrLxPz31qxcMTs9NVwqW/tg5owFQHSRtSawpQkzVPjhYWmE1pO5mCnBSCOV0q23rSFGC34sSqDpCdAnU9cmYBrdQPBtkTs0K+AIxUJKTIElEgoK7z+b8pFZWFYFKOu0k3bSKwVuvRJUiQHCNnPdx+9WHm5g4GHpWfkm10wvEn8JRXOqvs2dRYWQFgIlVl0cOvJu3btRRxMBERCBQSOgFYBBu+KarwjcncC/fOT8L332PcOVGgqz2+sh1ZC8qF36MeEm73SzZpztMn/H71/1u7vv+eBe/91Lawg8NHOhrItQGH4USnmjc93CSUxa+unQSK18zc8n4rhqCQqBT/H6Lg5hotYTN4+6hx5xwoUXWWLozPT0NVdd9daXH1nxHMKAVpI0QFkb0p2tWr1L1iyaFV1qatSCf4iKp8Ww+UFQs2ZXhLxEjhLhjyy29/uObbZHiJvStUfh/DbjwqL+eZdVA37boU1Ew68viW1TU77m+Lf0YDbi+cZvmzPPbVTMGemPVDYtXOxKwf8gIE3ZDkBacK1OrI5XtugnxknUU0bLMLogWMJu5rIi0R8GETdI7V0f87ibV9y4844L/3jz5HRUNy98Svewdqs1Y2s81P5EWBfxOX35zv8DGAvnMvMDFGbR2GnCMMQWpKbSHWvWWJFUmBQEis2KYbILat9yJ3iCPrdt2BvrBIPCiiNF9PZ1dhqaEyXxhtY04VGGucAX1Nyh4WS8Hg5XAkoA1UIWWpzpTk7yN0ZXLypWhAwQZy0YYpFy4Vyvx73Zdd/67k/2+20ZIT1EQAREQATuPwEZAPefmfYQge2OwE9+csUbXnPkcLVOvqxFxQTmjcYVj5ztdokkx9tc+uiyL23dwqC/+fXyj5z/bFYYsDgsVsYE5UY1bbq/0H/2k39EwqeV5kSw4sZuHJEwWsEBjdu9l2W92F36nBef+faz71oYHjPg2quv+ufjjsDHfbuV0Sf6Pyd8ZbZTlMCx2BkzAOwkzNOK9JcsqIbWyHjn6YjL2gQa2Jz01MG0rUzz2/hw+ZubvxidaX/UuNXPLHzbbNFfxyDoyJS6xcEXub+2M1Pg8DC1U9pzmy/nNZOBo/LACR9Tjt8WQLAYorBMW2Nq5Dhh2TqhEfjDc1YZMDpshSYlj7nM8Ng26kR0+7XuYKzkZHTmarQ7s908G6qVe93gtokZMp7JG6DTA9FRdENjYMzATlnMzFS7TYyxW2I0gyUrmkpJAYTIJbAIHmwTMNj/LPhmCqj1YgeLaLLDYPjYmxatxOIAdaQ4AtZKETmVsFhAnSkWGKKkTWI0p2btYWg8G6mX6mGpUXIbVatxxLBabfJ9k9kuGcnUhbXEaDhSAIkRkr1crdjAiFtqd7O1E52PLPvW1r0bDYgeIiACIjAwBOxv+sBMVhMVARHYLAFSAp79tLl1r5yTMWtteM0x3yvqslB207ruOt51N63b7P4P6IOLLzj/Zz95F15sU6HFo/CgF3LTlKVJTN4x7e0ibWsz68u/+tW0xfN7FRzZjI7Y99ed8ra3nH7GJs//n1de8dXLLrvsm58bqjgUC40St9fDx2xl/k1hFn24EOGYBSaKUbKITWJwzOFtIhZntilie9sq4qOIbaXA3jGfuQlkE/T24JVpavv+n1/FX1c2sHdN2dsfWzzaRU4w0T9IYdPORdZBsRPLDpRj5T2KnVYqAUnYZR8jAaOj5wVJObAKnmOj5bCKhidMp16pVbPEDX1nfHzohj+sYSyrb59iuaPTa9drjahHrc/ymukJArwsSqqX1cI6AzCtXyj+jYPl1EXnsuJNmzyzw4NvU+Q6FKT4ZYO29ZYY48ArQrRM8dM6DuOMZ77ZTCRkdygSymvfJ/dgdHh4av2GcjnMk8jJew3HWVOsvQRlZ3gsbxBw5bvDFeqZsoYDaocMY0K5sEOsthF52CxYMMQ0oQfASK1CgFBxKagcVF2zofX7Gydf/Yaz33Tq1k9Ph4ceIiACIrDdE5ABsN1fYk1QBO4rAWyAC5Yt+8Jn3kW3LBIx8YQT8k1QOgH3aFMvDy/95vefsmTJfT3cfdiObgAnnbhjpUKsOFEf1PJHalZdL6b5lYXDb3xYPm7hZUcuV6Ynwj/8frbXKVcrJARbFvEnLv7aYYct/evGm/g9MhYM1/2ROtLUimQSZ9LpWni6hbObD504JHtplXbsPH1ZbksCvCTcvVapImmLT033WwqsOfAZnznEzRrgaWE/FDqfeBz7GCMCZzkpq3xsxgOHsieF+i+CjpiM6XBLtbX9eNDggLdIOFiwoDwyPASPXquNdOb9sNbbZVF9fLQ8d/7Y8OgYvvhep5sSEZ+RtuDf8MdV1Dids8OCVbdMzEzNxlG8YfUMUp5LR2mdmU6LlGYnY9mkYMocixOaIWAjKYZhLyyg33z7DAkfP+YNb1pZU7OU2IMLZOYYSwWuUwrrJFEwe5z/2ACUHCJ2ivOCJEuKCCW28r0jX3D0QQcd1L8kb/zHV7PYw3oCpWaHRtxKSOi/06ANQVSa7sUjjYA6R3GPRsjloJJVnTKfYgYMVd0543VLifCyKEnbnXhiurd61p2348KSl7/8xHcc97LjN3HJ9ZYIiIAIiMAWCagM6Bbx6EMRGCQCpAWf9pYz9t1335Ne8XwK4NByC5lLj2C80gSrjA55P77yB1vXALhpxYo/31B+4t6tQg0j+QiP6bHagCq14HVT1aZREaBoVp5bcHyYLdypsuaOrNtKiVMvCnTey0V6+5nv+/wl7yyVKGqU9RK6CudEBFEcM07tJATVFEKXQBOT7KbpUb8W4m+Nvoigb7ZbDILKlSapHbOLigAfE9GWXczOJvAZAxVVWSaxxmp2FBu9Be7YIVHDZlZYsrF9ZO9waE6P1u7bEqbDWXDgdOXQ3WPPHYeH6n/+3QrU/1A9mzs/H5s3b/fFc9qdzsz0zMTEBou1p/KPlWvCpnEa9Wq768xOb5gzl/CokU6z1252SMLFqMK1Plopr51NLIXA1HsxgmJ49hq2uNw9+qyZ2if+iV82JfKYUd8EIFGNCLMpy8o0DmtTid/P3PpMdzpPemYSmVFDc4aUHF1c/hyM+6Q+TE2pCinX73rPuXeN1Of58uXLDzn4b7LY6bYJcLJgpKwXTkRm9nTjtEGtoiqY0opbagRutWKpwJUyKw5cjbQZuXG7lflja6a7ZKYsWjTnqp/+5hMffOt+z372Lrssupc7QB+LgAiIgAj8bwL8BdZDBERABP6HwCGHLr3uD2te+8az0jxCeEVx3ozSbi+dbnaXfeJ9/7Pdg36G+//FR+/facXLlzdazYppU4ueR+cTB0JGKyEmROsjxs1zXchSPOuUwnTGx6hwQ6iMiVbClZDOW37wucX00AwLgYpDm9fU/KHCpIvTHce/iXXT6zYAt1QuY1RYY2ErPklKKs0JiGZPulY4iIpASGWvyD6g+y+FN1HBBOawUGJrASwOWIVSalaanDbjAYVPpEvJol3MAihijOwZg+5XyyGsh25fCZX/E1seQFCPjVSidveGX/8uj6b3WBzs/aT63vvMWbRL2G2uak6t7TSno3a72ey2Wt1ep91rd3qdzvTkZNrdELXWz06tL5ViVg6qQxUm0m62KSGaQtLxOTpanyEh723VwYZg7n7mbAYJJpbFGjE3q+RJ1aDhemWkUa0EQaMSNkKv5GZlS+9Nu52JIPfNG5/TW6BKmBBjpvJRuVwaHqpRcYip0rrskMMOv6v671+gJUuW3Lxy/Zlvew/rIlGbixBYlSO7AqyrUO007fUSSiRR7ZSKpJ0mFzfO3dZsazrptWdmmmumnF/dsKbZSWZn3B//x9Up4DoTN/z5z/2D66cIiIAIiMB9JyAD4L6z0pYiMCgEhodHTj3tjJ/88oZDnvtyxDKZwSjcqVbymje8fSsiWLFiBW5m4sU55soby2tur+FENh1q+be8Z5Hm1iEAOR1XsozUV7Jgka45SrQaBohPtiG7dctDwsz45Cffbdm9lTpalcRc89qzp9kN9oUfG+2NDo1N3GfUoEHLk/aARA6CkB2pnGP1gQK/Qmos0VFW74YB2tJBkZtLfBBLqRzAgu3NZsGuQPoT74KsNsmNkUCwEv/Ml27/6JJVpM8y+eKLwxXrHFS8sUWHfO2td4w03MV7lQn7oUnXmg0bblixduUt3cmJuNk0K8Nh1mlEbH1u+RnoduKG6JlLx98o7U35WTI6Ooyd0Riq1GoNVH5IWq1thQWFicU6gxlVNnlbluApYAo7gJF6CbFVQzjeeYNgHsaVxFVWCeKsBryEHSmV6i6YPw63FhFKft4Yqs+bMz7aqNYqAVkLdCLo9roHHHjQJq/LyMjIGTxOfQ+GE8YJqxQkCYOHOTWjnMwHzDNaEaRB/pi9RnddNAL+Vi9d10luX99eNxuVq+5OO5QWzidEymtUA6jvuedemzyR3hQBERABEdgCAYUAbQGOPhKBgSaw446Lll148ZVXHrf8uutuuOGGAw866Mgjn7+1iKDLX/CCZ401yuZ9T4i0T9asiRc/4WVLn3PQv3/jJJQ0aQCEtyBNzRLIY2pI0gEX/32ahUlCQI43PRtRrahaqSxevFkJODszvfzaqwnvn+lmVS9vtWPSYfF7ozitoI4pYPvGIkAA47nmncI97rz0ZSdefvnXrAq9tcTK/ICGWbQtYAXCVgb6ucCVUsgOJuVxaLO+YEkMZmAUR7VQGhztnIRTcGDyZUkdsIUBBLi50s3vjsK2AdgO5AyQXJs1qlnc7Y7Pz3fcubLbYn9yepp+XrjGsRksWMkObhYE2wMFJV8cD6OJdRN0PGZAl9WOWmOICpxx1JmdjkM/SKgBlFBWn9PYOofZGlQSNQPGDCAOx5FsacJikVzinIYCZLjtRRtiN+kGtFgu+bO8Drxu5jZI7Z2aXb1+GsuBo9n6S24NyFJ6/mKpYZ6k2eHPPfrII4+0iW3mcfoZlrR98YXvwr4y+ySwyqElWhIHCYp/x13n+pgGfjoxExGy5ZXLcZLu+pjQc7t98lkaJr3K7Xc0n3bQ8bsuWrSZk+htERABERCBzRKQAbBZNPpABEQAAuTXbjnF9oFRuvrqq6hTiXgkhsdc/RR4TPPXnnQKUSK77bb3N7/x6Zv/chmC0iOsxvzi+IUtfIdutqlboorP9EwSUBUn9/Y75MV3LQB618FQDPRdbz/tup9/c87oKBL1thW3EeKOu5zgdkr+84RGAohz/uH/ZnWBkj+o4CjKjz32xA996MM89thzPqqfJYMk7bAggJliDnO89CbBrUUaKtpkPssCFpBkqcRIapQ4Op2gI9PHFg/Dw7Q2W3F8MyBoksVSgbne2dIsALYhoGhOw2l3ono1Cmo1rxatWU/QOy5yLAXWKIrMBCD0t7dcYhuLvVHYD5wRY8TCimyNpBVH6bz55TjK2lTWJMjf2h9zIkbQPwCjNduk/y72ECOrkU3sZDj+8fqTE8Aw63lcdpxRz+fsbLAhzYI4vWNihiMR1BTSXZjyPzYNa3+GWRNHPBIKteL+x9NvI9r8Y+lznvPpT767SpcvC7Wi1E9Qr7rD84d23Kk+Wi9NrJ6YmLL4Jdhwe3CtAURaBrcA334pyuIKCF/7+lM2fwZ9IgIiIAIisFkC9j8PPURABETgYSOA7//KK6846e9fjLRD06O6Sy7h3Pl+B75s9913ZxhPfsqSd7/3ole/7t9mm2jqaqtNezLK3YSo0zjypqeSW25tWqhKmj3niJd/4IMf3tzIL7lo2W9/+Y3Q8xdW83nx7F4LGhkBOjws5IdTW2VTlD85wZT5qVRofYUXnifeySefgn7lccUPfsESAAsI7IRqp0UVmQB8xzEJ0hYkZIVsLE+6cNBjRGAMeBTbt3genO18cyoCqMphec7YEOK11qg1hus7zB1ZuHBeNfRJcDULoPDKo82pgJ9m8eiIN2euY/77Zg+riLPjrTcDiIEX/yzkxx6cgJ1ZJyGmCTWPmOf8WCTWHSEk6AePOb3C8KxbdzMTzozXtiwsDk7H1qQ5kxxcC5yan9RLDm3DqNnppJT36Qy56YiTz8uzsTgZokJnmqL+Q9erhOFQudqoVmshhXo4gEf2gtX+p4tcZBWLnnfE0ccff++VebD0TnnjO8mrQOKPjJTGFwzP3WV8/hy/Nz2x6sYVs5NNzAL6BiRka4OacxANZl0ZLCbMzKU83ffgl3GQzV19vS8CIiACIrAFAua12sLH+kgEREAEHiQBFD/h/jiK//THP6xaterSSz6K5sMzTlKulaZJUtR0lCZvffeyu6WNsuNNN62Y2LB++fLrvvW1d5VDHBY5+a5TM8TEuKf80/tP30z5fwbMvkcfvMdQtUHwDa5xfPdR5lx1wxrzV5vLPLciN+a+t/gZ0hwsERW9jEBO8tWr2WXj4/zzzz/3vLehuPHxW+6srRZY6AvHsHc4iH0Rud6PhTFxbnuyRSG3+ckOZgtgFBB4ZME2/MPXbsYPfQzsjGYrcDz7Dp3mU5eUG8MpRZgsYZdoeHPGo9WZup3UQpRsS47EN1MwJrwsHjznC4OEzcpRz79lxWwrGp7tYAagmynsQ9C87c3AqSHEftgIFd+pkOPr+1R7IiSpYU3RvGGqLQEnzUNWIHJ3xvHbmFyBu96tbPBrVPBnwpzDxlYsI1D5h2yO2emZQ5ce+oEPfhDb6a9D2tJvigIdcfh+8xd6i3cfXbTL2MSadUmbVm1FqNTGCRfkOBMzMvisFBHG5IVB/bnHfeylLz9hS0fXZyIgAiIgApsnIANg82z0iQiIwIMjQBDOD77//z778fcRw02IO5EeVHvEk0/MDNm0lL5xCHAnbMSNn7z/Cy+44OJ7PZuZBCtWIHhZK7hXlXnqG0/63S//nYZhFKnEVf2XO2bvmJ7F02/FOAs5Sfh+Qjw/khm/vUNIj8XnoLjf/E/vO+2vpsXKlSv3XbJ7f2DoZjJ8bWuLWDJvPF9E0FtpoSLEnlkREUNOMBofXc+nRfSPlbE0vcw77M1OHAeRzjjMAOBNsyRIFWZn0gIO3Z+U42buWviLbVBIfY5nu5gBsNEEQMbnuXXMZRGALc2YMSPFavkT0eP7lXVr0ptuTttpxdYKaH+A5zyJGboNy6WYUrmGO98c+DFzhhAHr1DzqFheQN6T9IBFwHljlDcrGa4bBeW15SHftTbRlpptEUWENQXDoyO1Rr3b7Oz3f5523vnn3et1Ycc7H7stqhyydAGlh7L2TNIhMMoc/DblQvIXxgXD5cHwijUOy2Au/+qPMRnA3/yP3yoB4E6SeiICIiAC94uAcgDuFy5tLAIicJ8IzMxMX3fN1eedfUrU7VmkOqVdkHeZExL2Y3HxcR4hJF2C1imSycd77rn4vhwXcXnfGxE881kH/uGX3ybWBQOAdlwbZltl3NRF5A8SE9+yOfBJQDBFbro6ZAHAPM75pZ9535J99z20aC5GgsGVP7zm0IOfaqH1NniGif61eJtCuNsL8mOJmOe1R6Kv6xbWDSoZV3vO2S0zwCSznYzTmL8fe8R6q1kpHp6aDUB7LI+gJrKh/Q0z2dgoCQlEKJkKNi3ModipeHBM+2fCnx89TlqMw36ZRWAefqoX+a0Z9+aV3Sadj2mXkCXoePYqzs8ZzVihrKm1es5TKvyguKnyRMJyk4FaOL+tjHRchzUT1iDSsJrMmRPWh5jBCw/Y74D997dzOc78BfPnzJnD4cbGRkdG+Bou3r5/P95/7sVXfv/UXrPNMpCBKVYoirkUEzZufcz88umL3O1W1q31549gnDgveu6T/u17v95110X375TaWgREQAREgLoWgiACIiACW50AMT9vf9PxJVJhS+TQ4vu3WpjIb3N1I4i7FgmTRlElrKA5n/S0Z+64405bfQzP2O/Zn/9YJSw55Wo4Mdsh0IUYn1LZRDySGn+674U4uRkb42IY2CeIapzncTf/p9ce+/Nf30w5VEZFoPlNKydPO+3Ur3/9s5gBZk6YZLdWXIhTpDeT6lf1YWp8gsTHlW1udjICUr9epnyoxebYSbOcsH9L3uUNiuywKMAaRJEDwACCoJRmnet+1XvOoY08nepH6xeCnx+Fi7/4baDMIc5+ZgjYEMyA4bWlJpMpsfq27m13xB5ZDY4/2+xiZpAZwAdM2aS9+fgdsoKZNSm8ZFRT09/SgU33Yx75cZbTjK2HmVDy22Ft/oJdKyW7kq96+bF//9rX3C8Hvw11i4+FCxfEM00zkTi9GTyMzzS/fVnYEhMqjB/6AGfu+vWVUh7UQvoC++SPz3acY/72yZd85cckjWzxJPpQBERABETg7gTs/0N6iIAIiMDWJbBh/Xonm6GKZMlDYZt33PphlayOpzl1rRAlCjgk9J/4kuW/+MW1P/v+1h0AR8M3fOAxJ1NdnoTVVeu7YW1HZGQVWUyQO/Xw0c15grM8ILOVlwyMxrflStQN59ZriPPLL7/8ziGheqkL9MlPfZ50YGwGHsTLI/Z5itbHc0+mamrea1OvKHoyhjlotdEYGhuvDI+WasNeqRrW643RkaGR8eHhsUaDQ46OjY01aL88PIRuLzoDtH23S3jRb/7QpcCRhcMACzFcyHtLgSXAx0L4CxWPYrYHaDEgeNOyDOiRsG51adU6P6wTZuVWwzJ2BcsCjIu1D6aJGYYpxqOXptRE5Yv8XitSZNnEpAWY+7/tOasDb9JzJ1li6PVuW3Xj7atu/Oh57znt1DdvXfV//fXLT//nY+DZjYkNgyc5En1DhEArs56YYZY4SRRMTIe33pZR27QV9RpJWvNZrvEqflZK8xNfvPTrX/3inVdKT0RABERABO4LARkA94WSthEBEbh/BB77uL2oRF8Nkfpuw7ei9IVURSMXCg8liiFA0Ak9X/GIB+nPr/z+D6+84v6d4z5sfdpbzjjgqFNuWjXR6s22mrei/hkGQpgyoPbEzUqIXlzNRZQOI/Ij5zGjDZIGyiX/5z/7yV3PgPY94fgTfn39ihe96FV0R8Y9jbZmOubWJ3aIufDX1Mu9wKE7gR0zjbrtGQvGrw/VhkbQ/kTdW1djL8i9EgVukNp00cUAqNZrZocESaWSuIF59W9dFb/ouEvt+BzX4oMYNlE8JvYZkpEsLChT/FbMpwj9SSrt2aGbb85vX5dWq7beULJE3d5wjQJKWBdmkxQ5CBzCDoLFYK0WsF1YnCESiOwDn9l7a91kDVtiKBAZZGsc8XEvPu6yL1+2dOnSu9J48M9J53jdKw7G8ppuOrZKAxUzVMzkwZCiONDktH/7utINt5Z/+5fg1tVplJEzTReHmJTm2CGZoTdnTrTHztkTF+Wf/cDJp77xtWtuXfngR6UjiIAIiMCAEOD/HPy/Sg8REAER2MoEbr115YsPf/ziXUbWro+j3GLng1JouplQFBOjSGeL+aCaOwkCFMYn+uSyK365uaL+D2Zw//D61/7Xjz5PLfmglIcktzoUts8pLOkTd5Jns4W7mdEQCDNO81waE7gBNSg3JNlvb1y/yfNeccUVL3zR3/IRutz+gKK0La7H/ClWHjRzLvj05/bee+/x8fGJiYn+ZuPjYzw577zzr/zRj7ygVq6EaPByqZREbYJc2s3pqZnVRCHh9AfMC4864aKLLiaP4vrlV33io4cTQYT+t/Adc4wj3e2ExR9uD5Ccev3agPTmiFUD+9xKgjI7xtOJvFYnWb+hx35YCpaQwFKAmRE5Wb8VTAHK99MYwXXmBO6G2J3O81aAQcP/F9yXvfSVBx10ELN4KEptov4vunDZly99b7lcIh+i1ZoZa2Slkv3/qNXzOl1n1bq8UcsrIWVGCQHim45vXrmU0QiOPViuqZWAmFTIt848aqfeuDpoNLy3nvuNAw7eyoYKV00PERABEdj+CCgHYPu7ppqRCDwqCOyyy6JvfO8PrznucWFYJ3a7E7uJNXbyLR0gRXQjvpPCgY0WR9CSSJt842uXnfqW07fu6K9fvvxHV34uDNyQv3YWPFPEulhpfZoL4+UuKvlbDDoGQBrnaQ8Pvp/QpOzxTz98cyPBHb7q1slly5a9/7y3+yXz/JMEYI51E+f+mW8554QTTujvezd7ZtGiXVutGyuhG0dj1dqcLgqWhIQszrKOR6IE8jxF43Ige5CBcMCBS5/8lInrrr3qnLOPwYBp1C2BgTZdxDLFUZBGweyMN9N0YgS7bw0NWNiw1QFWFujpleFWd1u0MabVGk0TGBsLCmakAIFvAv2dUv+F6zTTfJrQ/xJz9zHFPvWJz945hWIsW/kHpZz+9cL32NKFm81phBsmwj9O9Lg4rI5g3GAGYO4QbcUSjaVMkI3AyopZQZgDGVFk/XwK0pgTL43jsNlxOomzx3jtvae//EnPPOofTztb1YG28gXT4URABLY7AvZ/Az1EQARE4KEggA3wuW/8MfGbcdyu10ojY1XizNGp5s3G1Y0FgE0QJwR6kxFMifcvfOb83/z6+q04EjzNx774aX7gjDXIBsbMoHwndS9NIuMFt0IzCOEMvzjq0g2yMk19ab413Ytvn+7sf8CBWxgJEUGvf/3rLfnXcWi0RY8CZH1Qyso1Z9+n7ru5Hdm408l7qRtFEzPTf2nO/G668/up9o3ddIOV5iGYyMoiOXeticSJxsbm3npbcset+dQdfjLVmF079JffuSv+mKy8Kd8wkRMtg9a3QqN4xoluwvPPb2v8ZcsBTJxKRyb5bdIWYo99gYZGWFv0ENnP9EBwvA3EAxFWb0sE6Ute/IqHVP1zUZYt+xRDIvqIaCvyk/HuY/0UPRWwQGhPxv3B2oZHoBQPkhm4glmR5MDc6APQi1xaQfeSoB27QdjL6Ant5CtvnyqXJ3/2sy994Nz3bo6/3hcBERABEegTkAGgO0EEROAhJLDjjou+9t01b33/tyamN0xNTdAJgOgUpDf6jm8eJTcirsP851YJJnj98S/cWqNBaF544TK044LRMcreo43DgIZXYYlqO4Tcu+b7ZxmCKJMipMbNIjMIWlGS9JzTz/mXu3Ulu+eokOZnnv4+nNZByaE0EE73kCCWLN5r8V733Jh3GM/HP3YWOj2OLUWY2SYekfrE4GTkIrglJ6i5xOWgzs2quMuDyqetbjrToVSmg+SlZmacExDv01ShHVkoldUcItA/wXfOZMy2Mk85R/KcStkfG2HuNlWOajPEBDCBzXIIL8zd3nEy68dr2RH5i1/0qrPPOvsuJ9/6T6empn5yxVewQ/ygxD+KjZar/GN9wlIaUP+W+cz6TMrKBj3XAqoz9Rc2YrqXJU6n50VWLjVM8hLdmKfpdBaNe36p54Zrp8Ne4v78x98memrrj1tHFAEREIHtiIAMgO3oYmoqIvCoJEAoy4EHLf3uj1Yfc/zbmq0Ovb+I+Ud546QOXYK5S4W7Gn91xt+jdRsmaRC7Vebxne9c/rlLzhqqjtCAYKrdKpz+yM6cCj+E+VsGLu2u7DlfVLnEi1/6P4e+6B3nffpL3/nRy4/fGMOzhZEg6D/2yXdUy34pwP1OFy4T0af947l3C/u58whXX30VgTrErzN31j3IsTUbICU9l4pChAFhDeHmzikrtO+Sfe/cq//kQx/5LOp/oplOt+M2gUpOgAFA3E8hjdHMdATD4+/FsRN1abmQuTETtMxfUI/XQ9P8ZmOZ7k8wGLA5cPub4UNCBJE3Fiw00qhjABx77HGbG//dhvSAX05OToR49YuipSRJt7txpxthqDBei4DCVuHG4ArRYIGwMbtsDJUZYsVYkzUmUa54FFEFYLNVmml6rW7LpxlDmjfbXrflPOOgo/r1Wx/wCLWjCIiACGz3BJQDsN1fYk1QBB4VBCh3+Y//dAYNtl53whFlIrpxmKM3c4c+VSQBJ2mMMKa4DgL4D3/4/YNPPL3yyivOeceJdOaNs45DG2Lyf014W6mZQgkjJ2nBRWVNZDgdgPGYZ29/30X36vW/K0o82ZWADFQroo/vH2HNmsK++95du/d3wVp4zYmHo8NZK7ASpI7TD3qJ8GnjC8cWISWZzIjEw4+/1153X0N4whP2ZuGkRdnUZo8YeMaLbLccBgJl+E2VVWvpm6KecfxT5R/DwvQ9JkAvCUvlEHmNk9/sFHZyUNW2TMCqA9FBjlO2Bglut9P84le+d9jWrvZzV2J3Pg+DZKpJ5kfQ6vaKBQy3VMIY7DIrIqGICEoxYHxrjcx8mBuZwhg0Ron1AddnkYbypYRyJQnxS10Kzc5i9mAQsKrkBrvvseedJ9ITERABERCBTRLg/xF6iIAIiMDDRGD//Zde9+f1H77k25Pt7nQnpv3rbDdpx1lEwLfrsTQQ58ltt932IEezcuXKk096HhqfcJ/QL4UWVVPEuCAnTfGi+EkwLbJKraKOFc9BW96+atX9Ou/PfvZfmDAYMkVRUbdWNvm9eDPxP3RGM9HOugdnwqtNrD+Oe/6hbC0+h25pebkaYEgcecQr7umDxyI644xzojjr9gggIo+CpQIqJyUo5CQndAkxz7QcimUmNPXNUPYUyQnHGuVhxL+X7TJWAwHJADZbDCFMISwfGjJjurgeTbWIiCIG6eFR/095ypLzP/HtSpkosHh2ptds0U4h7TEUosBsAYSIfy+oWNmfUokSP7ZUgNXCgoCZiXESRUm3l9A9gCYHc8azffYoLXlcecnjqnvs6j9h98ruO5eWLn3O/bqO2lgEREAEBpCADIABvOiasgg8kgQq5eFDDln6l9unPvP5b/+fpccREkQQCKEpFsJBeypq0Dy40eFrP/iAvTw6b5XL1VKJ+HfTxkU6qcXB4E22oBKkOK/sC21Jx6kgcFiduO9n5ixvO/PVBP/g0Q9C8gtIaEZGZ6Ojo5s8yBVX/AAha+fNzE/PAghBR/jjOT2GQDkMsVXoLUzpmz32WLzJIxx33EtJNDAvPpYNR8CCMeFutUzRx1bLv/jCwW9VdGxqpPR6tTAYrpQfv3Auhgr2hzUhIAyJMZNyEFju8sjoSKVeD0rof49JbfLUW/3NQw5d+t/Xbjj3wxctmJcv3CHoJ4hTGpXEEHosYACAqFYtjTbKLLBYuogbe9UkrEajI+nOO2a77ew9frd85/nR3NEWcUBpSi/h7mid+k4evZjHxse3+oB1QBEQARHYzgjIANjOLqimIwLbCoH6wQcvXXbhxdf/ae2yL/zfvzvlrNkUTRo+7+jjX3rcSx/MHAi1pxhOJfQbVYrFh1QcJTLepLeluZoyxmvP8cn9xTKwCBreyL3JprM55/0mB0OCQdVSfi16x3cTwpf8ktOLibPZ9OPGG27gAxzvNhLzaJMHbN15adeFKM+sF5n545vNbOeddtrkIVgW+MBHL6LaT5yYvUR5TMr29MN6+Gldu1jIYFZkFVNJh2RawqzQ9ba84Ta77f0W7+xR5ajkUrOoQjtkfpbtSZzNBGVqiBKE49oyxcP1IEz/Jcee8LNfNr/7nRWfv/TKj3/kS5//3LcYlcUmWTZzjuniu9HoUFKvdUdH07HxbM5cmikzxR4tyxIyScw2oJGDJQ9zXWfi8uys87bz/+2e6ycP15x0HhEQARHYZggoB2CbuVQaqAhslwSopXPYYUv5Ov30M/BA8/JBTnP58uuG62GjVienlt5e6GKEJM5xFHIRbIPENCe6GQSxJcJGKaHkzkmvP+e+C0cSDN559mvw/VN4s2i46yROGlSCOUF9s4O3GjtocSt+ioPesxZeBLV7DLFULqFi6ZGQdF0zJTARNvM48sjnn/omYmJoD8y6gdUd6hIFxFycrBFW4l4vIvS/FFbCSsNOZv18WQjgTBwcOb3ryNz6+LybVv7Jci8KY4GAIOyRLG1xKDMgHonH0PDIPk9a0j/z+8+9+IzTX92a6RActS7qcA3nznHmj/q10O91kiSh4ilDJ3GBtAdb2MGOs8zh3G/OBHs99UVHHXPsIYepEdgjcRV1ThEQgW2NgAyAbe2KabwisP0SePDq/0c/vOL/XvbRil9tt2NiiXCRI6ipHI+L2NJ+0bqWaWt+c8vE7RfGpwFWnN/3wHHU/0l//3yrR+96FYrVkJObuRUvSNNuJWtscgrkJPz7Nz/XIEaFoRC645PtUMQkkY1A+wHKW5rf2zoAZEG26rbNpiJw8Be88BU//MGXbT3DcYiconw/oUNVwuZR+4yFAJiyX7Z2vwlu9ITjUiyTblue24ziWtlpT64NA6Lve+xJZA26nwORhmzFdYL8R1f+4MGnXz+Y25NcZ2sLnbnDjXx4xNt1YVijeTRBYk3rHF1ENxXhXKzhMKkih7vZcdut5JQzLjr8ec8fftDW44MZvPYVAREQgW2IwCPj8tmGAGmoIiAC2wQBVg9+/MMrzj71lXE3J5Se2qIW2oMCLgJELCaeRF/ezgNTxRY9Yi5ktiSd9NDDjr+Pwhf1//rXvQDdTEcqfOrE8JA/YAdMyFR1J2Y792TFwJ578GP5U0t6riXeUgTImnWh4S16hbxW3mU4jA97BCH+Lx95+xZi8ekRxpoD2j2lGg7LDxRRDQI6m7WoLOrG5YrbdeKuG/WsvigrIHZkSwpO03KSNbzwsbstWDgyNF5uUHef0p/WvoB8AN/BkCGJ+d++eM7HP/ahe07hYXuHq1AJnZ138BftWN5th6DMXFoREVzMwqo1YbZRKtaSHBxKu870nFW3Z4uf9HdfuvzGY192gtT/w3aZdCIREIHtgIAMgO3gImoKIjDoBFDMZ5/5lrf/86tLRZ8vr+TRYws3OH56PySzIDedXCLyxyJeKJtJ4X4rL5OWieFHWL7kJcfdF4I48t9w8tGE7ZA7i1ymVj0nwYoo1hccwmz2P3QTxyEngcicQrPi5cfvnkVxigXAg+TWIinAyvKY+rcAfgJ78gsvWLa58ZAhwIlY0KCKKPOxDALrAIwhYi20iiRY2gA4Uc4p3KFaaawW1KuloOoHQ55bjac3bAjTuJR7laBOZJRVBrI+uxyCXmY58/rape9jmps7+8Pw/nOPOHHPXd2xOoU+k24nyVD/kbWKZuUGC4AaQcQHTTbz29aki594wme/ftXHP3PxzrssehgGplOIgAiIwPZEQAbA9nQ1NRcRGEQCMzPTz33WY3571fcalTKBIcT90O+XDrv0/aUaJl563P/ob0RkSuX4iNgdMoN9CskTkTM8MnTwoX93X9J/sTHOff97KqFbDT2+itxfKueQjMsJLau4m7qbNCTmzplLiBGhNrT+sq+IuH+WHohMshpEhOIkBLRbpBJtcK2jcCX0LvzUO1hq2OS1fMLee2MrsGqAR5wWAqh3ygGxu6U1WE1RRkKkEzrZamZSWtTHt8/6QCeyCkPd2AuIUmpUKlk1KFkzLWwASyHgvBgR1hOZ1YWPfvC9t9zyiNkABx54kIVCxTRLc/PIlkUI+sE+Krq5uXdM+JMz+eP3fdWHP/2Dj3/64sftvWSTlPSmCIiACIjAlgnIANgyH30qAiLwqCaALj/nrNMajcrwUIBjvF6ulwt9Plwu1colHoSKW8QNqhjbgMhx0gAsnLxkkUF52p7uMb37kv57000rfvFfXwk86tNb3f/QnO7WacvEKcH0VNN3/Kc//W/uCWu33Xen8y4SnW8Lx8ndiAa3qFurw0/ov0f+MP2/6ElGgIupcctwzV73mqOuv375PY9GEf1/eOM7iIohccC6HFAxk8gmbABKCllsEW/QUssvW/yTS4fdZq832ewy5U4vmWnTQas81ZzpplEpTHtJkRdhWQAuIUxWT4d2bH5+/S++9rKj9sGsuufZH4Z3DnvO849++cW9KG920f/eZMu7Y8JZud5dM+OTznDAISd88BPf+9inLn72gUr2fRiuhk4hAiKw3RKQAbDdXlpNTAQGgUBzdurqX3xxpj2bZO1qyU97vcDJ67VatVKeN2+OT3Mu0mz5NulPdA1l+61JFs5yLwjdoEIIzgEHHHSvoDAzXvWy/csBkT8BywusLeA8RzFbKq/F45h3nzTVTR6HzN03nfo+VDZK24JtrEw//bxSdjHrgepEOLctwp3aQETkkF3ACAlWSo47ev/rl2/CBjjpda8vHPdeWC3TTSwrEznkhoTye4FlEnsJKwndntPu5TOddH0za/V425vt5mtb+c2r1822o27iTjRpIpz0YgwZRsQqBKsTlmhLj11MJmySycmpTU7noX4TXEcdc8L8PV/1l1XZr2/MVk+l011vvwNOfPPpl/7rV/903ocl/R/qK6Dji4AIDAQBGQADcZk1SRHYXgnstPOihbtX5u1UmuxuWDNzWzvZkMSdqEXD2Kw53Wq3M+JkiMDhJUWBqJ2P875cto5dHsVmqAlkfvd7ecxMT5915qn1cjBcQ/fTMcyje67tk7spzbsS3PkOEfltQu8386DEkK1AOOQf5+TtFlE6ln/8183znDKiCUsJNAigMo+lL1doYOakJ77ksHvGAiGRDz/yJRQPrTZK1aGgXwiI0B/2YnekfDNKexzex7Do5nlvdJ4fNjhba3yMNIMkDJJOJ+o2u3HbwWwoAogshCgmGCmHiuMSeNONj3ne0z78ofOxfP46yIf19z+cfMpuu1ROeOmr333O57/05as+8rGLj3nJCYr1f1ivgU4mAiKwXRNgEfzO/wlt1xPV5ERABLZTAgSr/PhHl3/tG/9A5P+qm7OoRbwLaQAlxy83O0nFgmRQuTGpuji48f6T/NrqRlgFONyjbpaUnN/8eWZzbFDAZ5956h9/+Q0C0yPT7PjpXWr2JLkfW4Kqh8ecgjyzreikU95JK4NNHoeD7P3Y+WhrbA5MELz9FA8qOvJiD9AcwNz/tlJRdMANcqoz82cZP7zj9CpYBV/89n8+ZcmSux75y1/64kc/duboaLkz2+3SP4wKQ91uWGOXDBulUQvnjpXIFS55GRkFs9OtSoW9PQLrWa2YnEynp9LmrNNO/NExmxY2A8FAnM5sFNITkixJvGrDt5qpeXDux79+6KGPQLzN7Mw0LQLuOms9FwEREAER2FoEZABsLZI6jgiIwCNJ4Le/WX7ZVz51482fI7hndnqoOZmtXz/rJEHNr/kWsW+CG9nNEHtJgmhe+JjFd/z5z/S/7WS9//fD39wzDQDVfs3VV53z5hfVKuZLb0exqXZi9Wnki6fdXOcczcf33+pm+x9y3IUXXby5+XOofR67gMChbmxGhA3C4pEcMhQ8L/V9q9hjlXxy1+rxWMpCnsZx0TOAmv4+9fy//eP/NcIPfOD8b33zExgM7em2F2aVRlYuu9WqX6XkkUt9035fMSJ6iFKy/l4WpcRpzdvv5FEpbrtr1iakP9RrGEG2FoEJQJgQ20XdiO0IlJo7FPhWawijxV9ywHHvPf+DrDxsboJ6XwREQAREYNsioEZg29b10mhFQAQ2TWCfJy7Z54kX/+QnxyFyP/Yvfzu+0Ju/c339On9mYrY77ZesWVZKzXuTuUXa6y03/inzyQQmGzf/+X//110NAPT6tddc9Z1vfW35z74apcnMTEQAD/tSiZICPhTaIYWAvdDwhRXgdtqdt5919qaHVbzL0YYbbq1S6nS8mTaxRwwjQp6TNWCOfz8ISGBm3Fa5lJpCadHDwO31yFi2yj6VofD9733PBXcxMNi215xtpmmp5hDhU6/6lRKz6VjpH5YnzJdvZoadgB98805/0CkzyYhc8ituzfPL1P50g3babnZYPWDzfKzOEok3Ug0CVjt8VkucVpJe+99fPfP0/K1vO2vXRYu2ME19JAIiIAIisK0Q0ArAtnKlNE4REIH7SoCgoOuXX/X97132pxsuDSteklRW3+quvq2VYQLQ/6rkUj8HVZyk9ObCQe4dsPSln7lgo/+e2jtfuOTTV//0S+2IavpU57SWwahzE+hEyOCc79f+R1E7VTqL9bJoyX5HbcH9z6A/8qHzf/Dv72y16TlQ7sUuJW6iuNdqJ5TtZ2mCpIAKlfmtHr9jtTkJWPLz0K9NTLbt9LnfCIe7TnThF65YUgQCYZ88Y98FteFwfNwfHc2J6WdJgqidopyo7UAyb9+cKEwd3rHfRT1N7A1vdKjxhz/H3R6FP/OSX/HcxoaZdWEpbVQxRuxBhgOt1EKHTgkZ1kkvTXvkSuSldqf07e9fJRvgvt6F2k4EREAEHsUEtALwKL44GpoIiMADIjA8PHLAgUv5mpn5cN8SyOJLd9zVbbWqN9/YnZ3IcLuXQyu8j7s8zbzvf/crjnMxwvq6a656+5uPjiM0c0A8DCV2yMjFm26OedS6hdEU2pqAesfPUxJnqayP89409hYeuy7aKQwR4dTij7A95s+tTs8GlXJrBh8+cj1x6HNVpowPxYVozVV0K6tVG+sn2uQH0LI4Sqfbcfn3v/td3wCYmppqDHs7P8atVyInzinnSRiSRTdZ1gDmieUpFIMx84EHb5u0x9jwvNmW/8cbUjol2Jhzq/7pZDOBU62WYp9WxtYHgHfTgGKlpEq7mEBRyuxzp53XXD858tB9v/PD62QDbOFa6yMREAER2CYIyADYJi6TBikCIvBACPwvS+D6q773H5eFwWfL1caNf05vu6mH2A6sHW72t88/nlI/l1y07OufO5c2wbjhUf+UDUJWm9KnTxayGB86ah05zdvE0yCuWQPws06eTW24acuDe9zj967VnY6T9LqUECVGPx0dDqLIrzf8OCbl1soHUXozTYNOnpSyMElLcY/aoA49gxlMsxWunZ599v77989CtNJrXvvOn/7oPUk3YgmjsEocaymw0QwpfjFc3iDp1w6NFZH3otKqO4IkDuplGgcwC3INfOs+HOY9h8h/ooF6nk9t0pjUApdCRCwD5B5rJmROZ9gmecer0Fgh/O///pkMgC1fbn0qAiIgAo9+AgoBevRfI41QBERgqxHoRwehlX/32+su/+Z5v/31LL7x93/kszssWPC2N78IUU+ZfwQ6+pduu3QSJlCIgv+2HGBNe005EyhfJAEQSu9FFBhNvXbUe9s5n3n5y0/Ywigvuej8H3//nevXUjioNDI61ouyyamo2UaZp2j4uIdxkRJxjxGQRsEu43OTNJ3udOJkNo4CInCOPPr4i+6SA8Bixa+WX/Xb31x3xbffhtK3qCS/0P88YT6+t9eTXsVgnvr0gzAAFu+199p169/8uqMqIQreso1DGqR5freH8cDyRoZBwKRJRAicXidpuaWMVGdrnuBVmVqnRzZAhTWGzK/6ThD3nGt/ey8GzxY46CMREAEREIFHAwEZAI+Gq6AxiIAIPAIEMAZuWrFidGwcn/pTH9cYGsJBjrPf9UvE1o9Q73NywzqkcJ4F1McniIZuu1TGpF+Wuc4dN028jJI55mUvtZPk8iuu3bJr/Pe/X/6OMw9uTnaiKPO9KtFH7S5edmwAjzh7ftlTjpbRrJhmwxbK0+0R3+MfcdTfnXzyKf34n3tiYu1i+XVXrV+3xj4qon7+5pn731kyH1OBWkZnvelYAnpolEZ9oFIJpW9zQfanvZiU4Sj3dpo3VK341VqdzN8/33SLk86QFYA11O4k3V51pkm/gCk/LHeyahQFy3/1e1UEuueF0DsiIAIisA0RkAGwDV0sDVUEROChIrDvY0fmzi/1WhgATrkaLNhxfmOo/Jcbb+61ij+SPlH6/TAd6vKYyiZIPo/zIA5j2ujiSQ/8F7/yTae+ZdN9AO4c9Ozs9C23rJia3PCLX1z7+UvOSmjaS8tf1hQ4pAUZkWtAvD7dycgW8KZn0qOOeeVLXnLc0qUPsAw/6v8dZ5527f/3rTrFUEuE/ri9JMJKoNdwEuVZEk02u6QXO27QS4L5I5U4JUIpWLVu/Q7Deb2CcUKFU6fVzTsECaVOOazPtmM6Kf/XL6+9a9GkO2enJyIgAiIgAtsKARkA28qV0jhFQAQeQgK33LLyhc99PK2CPacyNOSMjNf9ktea7HVbFNLvkipAKi5u/yTvUUinKKWZEBxEg2E/qNBIiy7DfP7NK355v5Sx2QO3rmBVgUCd9evWm8/fYvadOXPmjo+Pj7IM8SBK7//oh1ecesoxo42wViHRwe/G+UyrlZAqjG1hLYO9ZpRFsVU36vTyarVcr4WdZrsbx1Qj2nmORyWhVo8GZzEbkD0chmEc01M5+eznv3XYAzVIHsLrp0OLgAiIgAjcHwIyAO4PLW0rAiKwXRP46U+uuO666y745LvQ+JUyMe9U5fFL5dT+UNIqy0E3ZwnqmQThFM894tiniFCekEybxLF3xjkXHn/8ljIBHh54hDZ99zuXf/zcN9eJ7A+DqaRVdt1Zqo66KfE/CUFFDkFM/my314kxadK4S+1Rp1yyWKBORC0geg8kGA10KQ5LlBgNaHxGBdR3nPfJA/bff5ddFz08s9BZREAEREAEHjoCMgAeOrY6sgiIwDZJoN2evvbaq5LEufaa6y5e9g7fCdHBYZEE4FMg0yrqE7hD+i+5syWSgikGWqrkzbbX7rrX/2H1g3HbbxVeP7zyijf/w7H1RiNKO26JOqLW8cwaAWDCEONvrczc1LHYnqlmWimR90yVH0qaJlkeJHne66W1kkd9IeojLT3ylbvvsXjffffdc/Fe92txY6tMRAcRAREQARF4iAjIAHiIwOqwIiAC2wkBHOrXXHPVNddc95mPnUUabYk2uhQAzUjkpcY+vQRCJ0jaUdJuh700+eNf1jyyBgCj/Zun7Do2hv4nZzfutNqeFf2MqPzfb/TFKyr8sJZBEdE0pvwPXRHoD1ztJbawkSVpt917z/mXPutZ+/u+s9PO8vdvJ7expiECIiACdyWgPgB3paHnIiACInB3AjQTOOSQpXydfvoZyOuVK1esWbOeSKGPnvd2JHLoVRw/dcOhzO296S3vfmTVP0O/+MJllTKhO6Vy1ZYr4i5FPt0s4WmWEN5f9Ahj9SKjr1lhwuRpYB2JnTjzgqgXx9YNzFIRtlzR6O6M9FoEREAERGCbIqAVgG3qcmmwIiACjyYC7fbM1PQklXUIsZmYmFiyZMkjOzrK/jxjyU6+54/NGRqfW6XR79o1UxGFfyzr13oOeC6BPTkxS90uGcdUNS3CmQhoosoR9Y288VJ1/aKF4+9431cPPuQBlh56ZAno7CIgAiIgAveFgAyA+0JJ24iACIjANkAAA+CZT1tIzD8tzCoNBpzQUThK8rDs1GoBfXzJWKiU00YtC4KEPOBSGJLKMDvbsfbGnr/Pk1+B7//wI156wIGHbQOz1RBFQAREQAQeKAEZAA+UnPYTAREQgUcfgWc/q0Ghfz+gdqc7Z65HugJVinwsgSjq0W8Yjz/LFZYTTCYzf/+dvZ98IoU+Dz/iuN1232tXVfh59F1QjUgEREAEHgoCMgAeCqo6pgiIgAg8MgR+85vl5757/yTpRbT6ouoPOb/E+6P1TfLb9z5PejU/n/6Mgx772L1HR8dV1vORuU46qwiIgAg8ogRkADyi+HVyERABEdjaBMhUXn7dVevWrVl9+6odFu7E4efNXzA+Pnd0bHxkZJSc5q19Qh1PBERABERgGyMgA2Abu2AargiIgAiIgAiIgAiIgAg8GAIUstZDBERABERABERABERABERgUAjIABiUK615ioAIiIAIiIAIiIAIiAAEZADoNhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNEQAbAAF1sTVUEREAEREAEREAEREAEZADoHhABERABERABERABERCBASIgA2CALramKgIiIAIiIAIiIAIiIAIyAHQPiIAIiIAIiIAIiIAIiMAAEZABMEAXW1MVAREQAREQAREQAREQARkAugdEQAREQAREQAREQAREYIAIyAAYoIutqYqACIiACIiACIiACIiADADdAyIgAiIgAiIgAiIgAiIwQARkAAzQxdZURUAEREAEREAEREAEREAGgO4BERABERABERABERABERggAjIABuhia6oiIAIiIAIiIAIiIAIiIANA94AIiIAIiIAIiIAIiIAIDBABGQADdLE1VREQAREQAREQAREQARGQAaB7QAREQAREQAREQAREQAQGiIAMgAG62JqqCIiACIiACIiACIiACMgA0D0gAiIgAiIgAiIgAiIgAgNE4P8HfQvUpC+QHyIAAAAASUVORK5CYII=", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.plots\n", - "\n", - "plt = pv.Plotter()\n", - "get_landmarks = cedalion.plots.plot_surface(plt, pscan, opacity=1.0, pick_landmarks = True)\n", - "plt.show(interactive = True)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Nz', 'Iz', 'Cz', 'Lpa', 'Rpa']" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# for documentation purposes and to enable automatically rendered example notebooks we provide the hand-picked coordinates here too.\n", - "landmark_labels = ['Nz', 'Iz', 'Cz', 'Lpa', 'Rpa']\n", - "landmark_coordinates = [np.array([14.00420712, -7.84856869, 449.77840004]), \n", - " np.array([99.09920059, 29.72154755, 620.73876117]),\n", - " np.array([161.63815139, -48.49738938, 494.91210993]),\n", - " np.array([82.8771277, 79.79500128, 498.3338802]),\n", - " np.array([15.17214095, -60.56186128, 563.29621021])]\n", - "\n", - "# uncommentif you want to see your own picked results: when you are done run get_landmarks() to get the landmarks. \n", - "# landmark_coordinates, landmark_labels = get_landmarks()\n", - "display (landmark_labels)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot Probe Fluence / Sensitivity on Cortex\n", - "Plot the fluence between a source-detector pair, or the accumulated sensitivity profile on the cortex" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Fluence between two optodes" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cedalion.plots\n", - "\n", - "# pull fluence values from the corresponding source and detector pair\n", - "f = fluence_all.loc[\"S12\", 760].values * fluence_all.loc[\"D19\",760].values\n", - "f[f<=0] = f[f>0].min()\n", - "f = np.log10(f)\n", - "vf = pv.wrap(f)\n", - "\n", - "plt = pv.Plotter()\n", - "\n", - "# plot fluence values\n", - "plt.add_volume(\n", - " vf,\n", - " log_scale=False, \n", - " cmap='plasma_r',\n", - " clim=(-10,0),\n", - ")\n", - "# add head model\n", - "cedalion.plots.plot_surface(plt, head.brain, color=\"#d3a6a1\")\n", - "cedalion.plots.plot_surface(plt, head.scalp, opacity=.1)\n", - "cedalion.plots.plot_labeled_points(plt, geo3d_snapped, show_labels=True)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot Sensitivity Profile on Cortex\n", - "Using the calculated fluence. This will be simplified in the future to make it easier for you." - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from cedalion.vis import plot_sensitivity_matrix\n", - "import cedalion.imagereco.forward_model as fwm\n", - "\n", - "# to plot sensitivity on the cortex we need a forward model\n", - "fwm = cedalion.imagereco.forward_model.ForwardModel(head, geo3d_snapped, rec._measurement_lists[\"amp\"])\n", - "Adot = fwm.compute_sensitivity(fluence_all, fluence_at_optodes)\n", - "\n", - "\n", - "plotter = plot_sensitivity_matrix.Main(\n", - " sensitivity=Adot,\n", - " brain_surface=head.brain,\n", - " head_surface=head.scalp,\n", - " labeled_points=geo3d_snapped,\n", - ")\n", - "plotter.plot(high_th=0, low_th=-3)\n", - "plotter.plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot ImageRecon HRF Activation (from HD fNIRS/DOT) on Cortex\n", - "Since this requires a lot of preprocessing, please use the Image Reconstruction Jupyter Example Notebook [HERE](https://github.com/ibs-lab/cedalion/blob/main/examples/image_reconstruction.ipynb)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "cedalion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.8" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/13_data_structures_intro.ipynb b/examples/13_data_structures_intro.ipynb deleted file mode 100644 index a63d5e7..0000000 --- a/examples/13_data_structures_intro.ipynb +++ /dev/null @@ -1,4176 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f07b4d01", - "metadata": { - "slideshow": { - "slide_type": "slide" - } - }, - "source": [ - "# Data Structures and I/O" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "44fdb67f", - "metadata": { - "slideshow": { - "slide_type": "skip" - } - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import xarray as xr\n", - "import tempfile\n", - "from pathlib import Path\n", - "\n", - "import cedalion\n", - "import cedalion.io\n", - "import cedalion.datasets\n", - "import cedalion.nirs\n", - "import cedalion.xrutils as xrutils\n", - "\n", - "pd.set_option('display.max_rows', 10)\n", - "xr.set_options(display_expand_data=False);" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "3972b245", - "metadata": {}, - "outputs": [], - "source": [ - "# helper function\n", - "def calc_concentratoin(rec):\n", - " od = cedalion.nirs.int2od(rec[\"amp\"])\n", - " dpf = xr.DataArray([6, 6], dims=\"wavelength\", coords={\"wavelength\" : od.wavelength})\n", - " return cedalion.nirs.od2conc(od, rec.geo3d, dpf)" - ] - }, - { - "cell_type": "markdown", - "id": "5bbd9ae4", - "metadata": { - "slideshow": { - "slide_type": "slide" - } - }, - "source": [ - "## Reading Snirf Files\n", - "\n", - "Snirf files can be loaded with the `cedalion.io.read_snirf` method. This returns a list of `cedalion.dataclasses.Recording` objects. The " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "80148018", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "PosixPath('/home/eike/.cache/cedalion/fingertapping.zip.unzip/fingertapping/sub-01_task-tapping_nirs.snirf')" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "[]" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "1" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "path_to_snirf_file = cedalion.datasets.get_fingertapping_snirf_path()\n", - "\n", - "recordings = cedalion.io.read_snirf(path_to_snirf_file)\n", - "\n", - "display(path_to_snirf_file)\n", - "display(recordings)\n", - "display(len(recordings))" - ] - }, - { - "cell_type": "markdown", - "id": "b317e338", - "metadata": {}, - "source": [ - "## Accessing example datasets\n", - "\n", - "Example datasets are accessible through functions in `cedalion.datasets`. These take care of downloading, caching and updating the data files. Often they also already load the data." - ] - }, - { - "cell_type": "markdown", - "id": "1e8f2e4c", - "metadata": {}, - "source": [] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "686ad503", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rec = cedalion.datasets.get_fingertapping()\n", - "display(rec)" - ] - }, - { - "cell_type": "markdown", - "id": "1e5e84cc", - "metadata": {}, - "source": [ - "## Recording containers\n", - "\n", - "The class `cedalion.dataclasses.Recording` is Cedalion's **main data container** to carry related data objects through the program. \n", - "It can store time series, masks, auxiliary timeseries, probe, headmodel and stimulus information as well as meta data about the recording.\n", - "It has the following properties:\n", - "\n", - "\n", - "\n", - "| field | description | \n", - "|------------|------------------------------------------------------------|\n", - "| timeseries | a dictionary of timeseries objects | \n", - "| masks | a dictionary of masks that flag time points as good or bad | \n", - "| geo3d | 3D probe geometry | \n", - "| geo2d | 2D probe geometry | \n", - "| stim | dataframe with stimulus information |\n", - "| aux_tx | dictionary of auxiliary time series objects |\n", - "| aux_tx | dictionary for any other auxiliary objects |\n", - "| head_model | voxel image, cortex and scalp surfaces |\n", - "| meta_data | dictionary for meta data |\n", - "\n", - "* container is very similar to the layout of a snirf file\n", - "* `Recording` maps mainly to nirs groups\n", - "* timeseries objects map to data elements\n", - "\n", - "\n", - "### Dictionaries in `Recording`\n", - "\n", - "- dictionaries are key value stores\n", - "- maintain order in which values are added -> facilitate workflows\n", - "- the user differentiates time series by name. \n", - "- names are free to choose but there are a few **canonical names** used by `read_snirf` and expected by `write_snirf`:\n", - "\n", - "| data type | canonical name| \n", - "|-----------------------------------|---------------|\n", - "| unprocessed raw | \"amp\" |\n", - "| processed raw | \"amp\" |\n", - "| processed dOD | \"od\" |\n", - "| processed concentrations | \"conc\" |\n", - "| processed central moments\" | \"moments\" |\n", - "| processed blood flow inddata_structures_oldex | \"bfi\" |\n", - "| processed HRF dOD | \"hrf_od\" |\n", - "| processed HRF central moments | \"hrf_moments\" |\n", - "| processed HRF concentrations\" | \"hrf_conc\" |\n", - "| processed HRF blood flow index | \"hrf_bfi\" |\n", - "| processed absorption coefficient | \"mua\" |\n", - "| processed scattering coefficient | \"musp\" |\n", - " \n", - " \n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "76a2a14b", - "metadata": {}, - "source": [ - "### Inspecting a Recording container" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a40ff15d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "odict_keys(['amp'])" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "xarray.core.dataarray.DataArray" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "display(rec.timeseries.keys())\n", - "display(type(rec.timeseries[\"amp\"]))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "fffb9f7e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('SubjectID', 'P1'),\n", - " ('MeasurementDate', '2020-01-01'),\n", - " ('MeasurementTime', '13:16:16Z'),\n", - " ('LengthUnit', 'm'),\n", - " ('TimeUnit', 's'),\n", - " ('FrequencyUnit', 'Hz'),\n", - " ('DateOfBirth', '1986-01-01'),\n", - " ('MNE_coordFrame', 4),\n", - " ('sex', '1')])" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rec.meta_data" - ] - }, - { - "cell_type": "markdown", - "id": "7d564ae7", - "metadata": {}, - "source": [ - "Shortcut for accessing time series:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9ad52923", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rec[\"amp\"] is rec.timeseries[\"amp\"]" - ] - }, - { - "cell_type": "markdown", - "id": "1743382b", - "metadata": {}, - "source": [ - "## Time Series\n", - "\n", - "
\n", - "\n", - "
\n", - "\n", - "- mulitvariate time series are stored in `xarray.DataArrays`\n", - "- if it has dimensions 'channel' and 'time' we call it a `NDTimeSeries`\n", - "- named dimensions\n", - "- coordinates\n", - "- physical units\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "bebbd86c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Gv//+G2PGjEGBAgWy0hg8eDBWrVqFpUuX4tdff8W1a9fQrVs3ZOaWIFRElHM41vI1bSqjOaub6Prj2mO1mp+mIjua0XfoYHutEUfGsG+/lf3Bq1TxPa2cTG+h6PZtYPNm23t3rUCmTgWee87cAtehQ8a3qVzZvvDrK8fzeMsW7fVu3tSfpsO9m1uXLjnPU9/nuWuJ4vhdGGkJAMhrzquvOj+AU3dzMKp0adkyR/2/CwD5HG7TP/7Y1uKmTBnn5USUpwT8CmBxaCYkhHCap2XJkiUYO3Ysli1bhrJly/qU5siRI5GcnJw1ncultQ5lypRBuXLlsqa1a9eievXqaNeuHQBg1KhR6Nq1KyZPnowmTZrgjjvuwIMPPpj1+SYnJ+PLL7/ElClT0KFDBzRp0gSLFi3CgQMHsPm/m5rY2FhYLBasXLkS7du3R6FChdCoUSPsUvXrmj9/PooXL461a9eiVq1aKFSoEHr37o3r169jwYIFqFq1KkqUKIHXXnuNDwiI8rKkJPv3f/0lmw+r+8LPnWu/jq+F8GPHZG3rW2/5lo4rrvr0+tO4cfaB0Nw5dAi4/37g999t8/r107/tDz8Yz5+/qWvPFVoPOL7+Wl96H3xgX7M7c6bzOqmpstA1bBjw5ZfA9u360tbjgQe8286x8B0XJ2v3Hf/PHF244PzA7Phx+/eqChU7zz+vL29Ll2o3G3dssv7668AzzwDTprlPz12/fcdWO+4eUAkh/xdu3wZWrQImTwbefBP47DNZ869mRrN9dTcIwLmgfvy48//YH3/4vl/yv02bgO++C3Qucre0NPl/6tjlLjcTAZKWliZCQkLEypUr7ea//vrr4t5773W77dKlS0XBggXF2rVrnZZVrlxZTJ061W7e1KlTRZUqVXTnLTk5WQAQycnJTstu3rwpDh8+LG7evGmbabUKce1aYCarVfdxqaWlpYlSpUqJ8ePHCyGEyMzMFEWKFBHjxo0T0dHRokyZMuLuu+8Wq1atytpmy5YtAoC4fPmyXVoNGzYU7777rhBCiDNnzggAonbt2mLt2rXi2LFjonfv3iIqKkrcvn1bCCHEvHnzRGhoqOjYsaP466+/xPbt20WpUqVEdHS06Nu3rzh06JBYs2aNCAsLE0uXLnV5DJrfBRHlHhMmCCFvpZ0nIYQ4dcp5fo8evu2zRQtbWjdu+HwIQgghkpKEWL5ciMxMIWrWdH08ZnH3mRnZ9uJFIW7e9JyG1SrE1au2dX791bxjMYPj5xAdLefPnav9GWVmCtG/vzz/9KRXvLjndd55x3/Ho3eKibF/X7iw7fXVq9r72rHD/jMTQoj33tN/funN2x9/yPPIXboHDnh/7OrpzTft83jnna7XrVjRWNpmf6cjR8rz0d0+v/hCiHPnvN93XpWWln372rfP9n39/HP27TevGTpUfsatWgU6Jz5xVw51ZPLdgzF33323ePnll+3m1alTR4wYMcLlNosXLxYFChSwK2Cq9e3bV3Tp0sVuXufOncWjjz6qO1+GC/LXrpnz4+LNdO2a7uNSW7ZsmQgJCRHnz58XQggRHx8vAIhChQqJqVOnipiYGDFx4kRhsVjEtm3bhBBCfPPNNyIsLMwprY4dO4oXXnhBCGEryM+dOzdr+aFDhwQAceTIESGELMgDECdPnsxa58UXXxSFChUSqampWfM6deokXnzxRZfHwII8US7y009CHDxoP++DD9zfMLu68faFOq0OHXxLyzHNl192fTyHDnn9YNbl/hyn9HT5UMHItsWLuy+oKPN79rS9njnTnOMwizr/n3wiH05oLVOOb8MG9wUzx23uucd++dmz5hby1FwVdn2dfvrJlr6rY3V1/EY+K1dTZqbr9TMyjKXlaWrQwH6/Zn6Onv6/XHGV3ujR+o/dTcUH/WfPHiEuXLA9vNmwIXv2+8ILtu9p7Njs2WdeVLKkudfbADFSkA9o0/qhQ4di7ty5+Oqrr3DkyBEMGTIEcXFxeOmllwDIJu9PPPFE1vpLlizBE088gSlTpqBly5ZISEhAQkICklXDfrzxxhvYuHEjPvroIxw9ehQfffQRNm/ejMFmBzgJcl9++SW6dOmCChUqAJCBAwGgR48eGDJkCBo3bowRI0agW7du+Pzzz92mJYRz14WGqmAt5cuXBwAkqsY/LVSoEKpXr571PjIyElWrVkWRIkXs5iVyzFSi3G/TJqBTJxmsSt003qHblB1X1yV1P+DXX5fNdb0NSKXuB+0tIWyvXYzIAgCoV8+cMcn37XO9rG5doFQpY32lHZsoZmTI/snp6cDZs7b5339ve60emk2P6dOB8eONbeONSpWA116TEd8VH3/svJ7OOD1ZWra0f68OAme2Eyf8k+6ZM0CfPkC5crb8O34OnoL6hYXZB2M7c0b//pUm5FWryr/vv29blj8/sGSJ/rTUrl8H/runzKKOCu8YTO74cd/+70uVsgUW1Mvd9UmrW4grjz5qbL95zcKFwN13AxUq2LpXdO4shy9NTfU+3d9+kyNIqEbQcjJ7tu31qVOySwuZTz0Ep/q3NxcLaEG+X79+mD59OsaNG4fGjRvjl19+wfr16xEVFQUAiI+Pt4uY/sUXXyAjIwODBg1C+fLls6Y33ngja53WrVtj6dKlmDdvHho2bIj58+dj2bJlaNGihf8OpFAh2R8rEJPj8DM6nD17Fps3b8Zzzz2XNa906dLInz8/6jqM41qnTp2s76BcuXJIT0/HFYexYBMTE50CDIaGhma9Vgr5VtUNunq5so7WPKs/g04R5UVpacCff/o3oJtR6pFG9u+XP8CZmUCtWq63efll18tGjZI38P/7n3xfrZpv+RNC9jH3JlCdu8BkpUvbv3dXCNfj+nWgSRPXy5WbV1/GzZ4zRwbZCg933Xf+ww/1p3f7thyGbPRoGRU/MdH9UGZGqc/z1193Xq71kH/0aGP7mDJF5vnwYXmuuMr/n3/KwpY3/TeFAIYPB9q0Mb6tHi+9JPvvJibKQrMQzue7p+/l9m1bYXLjRuCOO4zn48wZmQfHGBUDBhhPC5Dnqbto+evW2b+vUUNG9vfFjz8aW99dwd9IQT63SU01tzD25JPa8//+276gbVSbNjKoo+NDIYXj/83XX8sHZupCpx5vvikfGuak3+6cbMGCQOcgWwQ82N0rr7yC2NhYpKWlYe/evbj33nuzls2fPx/btm3Ler9t2zYIIZym+fPn26XZu3dvHD16FOnp6Thy5Ah69erl34OwWIDChQMzeTGm6Lx581C2bFk8qArUEhYWhubNm+PYsWN26x4/fjzrwUqzZs0QGhqaFe0ekA9bDh48iNatW3v54RFRturdG2je3HlMZ7P8/TfwxBP6a8G1bkry5ZO1cN4GcZowAXj3Xe+2dTRpkoxQXbcu4M11zl0k63fecZ6XmOjdzWtaGqBq0eSWL2NRv/KK7fXu3d6no1Df5A4cKCOXh4Y6B2C7dk0GZzNKXRjVGus7f37neUZrVFu3lrV69erJc/fFF7XXa94cWLYMKFHCc5qZmTJ42t698n1MjHxgcPGisby5Glveneefl8fhGARuyRLnIHeOfv1V/u3Uyfh+FWXKyNp9M4SEyPSMnKvqFhveMPIgKCEBaNvW9XKjBfncEiB4926gWDHX/0tmO33aP+mOGyevZ1o6dwb27JEBVvX4v/+Tn0uZMublT68LF4CvvjI2CoU7GRn+H8Hl6aeBt9923xIuFwh4QZ6yl9Vqxbx58/Dkk08iv8MNzJtvvolly5Zhzpw5OHnyJD799FOsWbMGr/x34xYREYFnn30Ww4YNw5YtWxATE4PHH38cDRo0QAfHIVOIKGdau1b+nTrVP+k3bixrHHr31re+Y22FOqL0m296nw/H4xMCULphCSEfEqhvSlav1i7gjhxpi0r+55/G8+FuGCytoU4jI2UhyuiwcZ6ieKvt2yeP1WLxbcgsM6ib5Ksju8+dK2s2mzSR+S1aFIiKMlZzdvy4rPlSaBXaHU2YYP9e3QzblZ077VteqEZp8Vr+/LK1wF13ycKZ0YcLCjP/z0+e9Hy+6G2i3KOH++VmD6t2992e13nmGdtrL1o7ZtHbJfDgQeC/rocuKQV5PecuAHzxhb71cjqlu8qcOdmzP62RJ8zw3nuul/3xB9CiBVC7trGHt0Zr8s1QsSLw7LPmPCC/fFk+3AgLM7f1lZbJk+XDZzO6yeVQLMjnMZs3b0ZcXByeUf9g/efhhx/G559/jsmTJ6NBgwaYO3cuVqxYgTaqpnzTpk1Dz5490bdvX9xzzz0oVKgQ1qxZg5C83PyLKFio+6+ePy8Li99+a1766iGflJpEd+LiZNNXtYEDzcuPWu/eskZ282bZv/7uu4Fu3eSyM2c8FywUs2YBvXq5L6CrubtR+S9GiabOnfWlrzBS0FO6HAByGC2Fus+7Py1cKG9ejx2TzdG13LwJdO0qC/Hq7gJKDV1MjK3219VnXKuWfTP25s09523UKPv3cXEynbFjPW9rxMqVsuZWCPm/MmyY6+No08bz+Xn+vExT1WUOgPs4E0ZNnuz8oMNbq1bZXuutkfQ3VUymbGm+vHix53WUeyu9rWgGDfJfTWd8vPzNyK19j81ozaD+H1bF7/JIuZa5kt2f+aVL8vq7fLl9XI7/+z/f0y5VyvY6u35zOnbMnv0Egl/D7gUpw1HrKSD4XVBQiIsTwmHIxoD54w/taMebN5uT/sWL9ularbaI01rMjBZtZKpb1z6ybbFixtOYM0ffZ7Jpk/b2HTp4jkBuxCuvePdZVK0qRGqqHB6vb1/zPmN3lHVatZLDshlN+8QJ2+sZM7S/j0uXnLf7bwhUJ82b6z8ms6Ocr1mj/bl5+3l/9JHzfDPzq2eaPNm388Obz+D77z3vRzlXXE3qYRN9/QxUI/A4WbdOiI0bhahRw3M6ynDK5cvr3/eIEe6vu97Kn1+m/9135qftyOi54s6nnwrRsaPnz+33342lm5HhPKTjyJHax+BpWrLE/b5+/tn5M9m5U95f+EOrVrZ9tWzpnN+hQ71L98wZ+3SmTTMnv19+KcTq1b5fc3KIoIlaT0SUqx04IPuZliwZ6JxIrvrFm9U1ZsYM+/dKX3dfIgL7g7oW+ORJ+5YKeu3cqW89VzX3BQv61lfdkdFI8YrYWBmkqU8fc1tn6LFrl6xFNqpGDdtrJdjt88/br/PXX87buWo55i6oolpGhufI7UY99JC56T38sPM8x1Yv/uYYqC479Oghb9fd9Yf11IzdzP7lRYvKPsWOVqwAHnxQBvjUMwKB0sXA8drqzqRJ8nfHl/7MQsguUuouI0pts7vggTnRq6/KkVE8MfJ5rVwJRETIPthqEyfKv/v3608LABxifTlx7MO/caOMzaHEsTh/XrbEiInxLpaII3X3oN9/d14+dao8RzzZt08G0rxwQbZ8c/yfcPU7unOn/N70/DafOCGb/bsKNpjLsSBPROQvOS12xKlT5qZ34QKwaJFsQli9uuto5ep+zcqPf8+e5uYlIsK77dSFQiPmzdO3nqsbEbOCeSl8+W63bjUvH4C8AXPF8Wb56FFz960YOdJ5nqsHJ1rravn2W+NNrr0ZQlXPDbIrWoVRdcHayIgCeuiN8F67tu21Lw82HfuKX7tm/7DMsWuBmqd+smY38332Wed5RpsmKw+f/gs6bMdddPwLF4C+fY3tS+3rr2VXg/r1gS5dZJBGhdFCqifp6baYHYC5/aaN/C8ZCVL4yCNylJCNG52X7d8PNGqkPy3AeEwUdTDJqVPl0JphYXII06go/w6BqXD3kP7GDfl9Nmki4zZUrChHsfjgA/v1XH3X99wju33p6ZOvdyi/RYuMBwsNAizIExH5i/pH4+pV327QzWB2AKkqVWSf9uLF3Uf9HT5c/r18WQ4F98orwA8/6N9PwYKe14mP15+eWT7/3HMtjjrKu9ojj3hOX0+h8cABWQukFZRNCYqkvgnPDu5aYPTv7999//STfICmJ0aDwmHYVZcee8xYjXyvXt5FmDZaM6zUAgIy0rcj9UMuPeedEe7GzlY8/bT9AxvHWkwjfv7Z/n3hwvYPxdwFhVONiqTJ7Osj4PxdatVuuqMU5LXy5mlYZSWwqTfUQ7Vt2GDuGPWZmfa/hePH214vX+55ZAQjEhL0r/vbb/rW8/RwzmghXg93D46HDXOe9/ff3u/LYYhpl6xW7esNIAvueqxaJQv8yj2CIz0PqPXeVw0cmCv7yrMgT0Q505QpstBn5Ic4p1H/wJQoIW/GHIfVyk5mRyg3WuDo31/WehkdDsZdYblCBfnARE9h32wvv+w6unVGBnDnna7HDFdqMk+eBL78UnudAQNsNVXp6drrNGyoPYwdIM85IWTNXHaedwsWyP1qHbuRBzhGCSGDBG7Z4r99GCmYezssq56o96VKyWary5YBI0bY5msFUHzhBdtrdc24GVzdyKupgysCsvZQj9Klned5KrwC2qNBAPLBijtmdnVR+PoQTfkNcbzOVKmiPZxiTpSSIluzzJ8vr9V16gD3329brm4KPmiQDIapprfGVYs/ghauWGF+mo5OnwbGjLFVBuh9yKC4dQvYtk3+Bhh5qAmY0xXQ1e+eK1OmaM/X8zDKyG+KLw84cigW5IkoZ/noIzke8/Dhsv+up36NwUZ9A5Pd9u3zvE5qquyf5o/WA1rNEI1yLBxt3Wq74Tc7srgv+vVzX5ug1LBVr24/7JWauhDwwAPG9u8YBTm74zT07ClvIs1uhuuOLw8rjN7s6vH44/KvkQKXEPb9kl2JjJQ1f3qaTxctagv5BOgbx16P55+XNcZ//OH6RnzDBllrrqZ3nHatB1zq2vfISO3tDh2SzaQdzz1PD/uM/o8p3D2YjInxLk1FbKz8W6eO/fyffpIPHtwNb+bOrVty5A5vo5DrfYh76ZJsEdKvn2yZUa2a7NO8bZt8sPzgg/b9wy9elPcAaq66/mRkAEuWeD80Y5Uq+uNjqJkZS0EtJkZ+px98YOuq5u0oLg88ALRvLwvUd90l5506JWMtmDUWvKPUVP21+VqUri+uHlq74urak1dkQ/C9oKMnav2NGzcCkDNSu3HjBqPW50bZFW00M1OIF18U4rPPnJfdvCnEwoVCJCT4tg+tYylUyLc0zc6PMqWny3UaNpTvZ8zwLT2t79CXKNDK5Bi92dH06ebs59o1Y8dm9LNx/A0ZNcrzNgcPykjFnvaTlub792Vk+vxz18sqV7bPgzcjBOidpkxxvezTT92fy55GEPBmUkar+O03/dtcuiTEBx94Xk/ruqVQovDPnKm9fMwYc45Pz/lltTovW7/e/Xeh/k7+/FOIs2eFmDRJ/hVCRswuV06OkmGUu+NR30u4Wy86WohvvrG9nzvX/XZ69681tWqlva3yuQohz5nHH9fe/pVXhKhZU4irV+3z8eqr2mldvChEixae8+XuvuvIESF69RLi0CH3abjKs9a5/uuv9vkUwv7//fp113lxle6oUc6fqx4VK5rz/2Pk/8zXNM6eFSIkRL5+6y33x+frvn791bdj/eEHY9+J0X3cuqXvew4gI1HrdZ61eYu7DzAjI0McPnxYXLp0KQA5I7VLly6Jw4cPiwx/DLNC5rjjDs8/+mq3bmlfeB1/wM0wbZrrHwr1UF6+cPVDkphov94LLwjx/PO+7cuVTZvkzbC7/ABCpKQ4r+NJdt+MKNPQoa7z+Mkn5uxDceCA53WHD5c39m+9pX1z6C59tcREISIjPW+7datc39XDBlfuvtu878Bxf+4Kwt6eM0an117Tnu9YiHHF6P4++8z9cuW6ZfZDgieecD2UnrI/dzeA588b21++fPrOM3frqOe5etBkhLe/Cep8OA5ZpzzMFEKIgQO1j2fjRrk8I8M2Tz28qNY2yrquPkdlcjXEnGPaPXs6H5enB48ffWS/fq1atmXKtd9V/o38T507Z+65rp5WrbLfl1IwBYRYsEA7Py+95JzO++8LcdddQiQlOR+zHv46PleTGftcssT2Wv1wKCccn+Oxqu/NACFOnZIPYpX7yNu37QvjRvdx5oy+7zmAWJD3kacP8MKFC1mF+Rs3boibN28Gx3TjhriZnBz4fPg43bhxI6sQf+HChWw+O3IZ5cbCjBsrR+of9BYt9G2TlKR94d2yxfz8qdOPiXG9zKx9OE5Fish11MfsTQ2TO+vX678ZWL7ceR1XbtyQN71m3oy0b68/rZs3hRg8WI6t68hoIcVdftWMbJucbDx9xU8/ed42PFyuO3OmsbSPHTPns3G1P1fLe/QQYulSIUJD/bN/d9Mjj7j+PBw9/7z+dJs1E2LWLP3fsRnH4lgY84WSZqdOnvdbsKC+80zvuRFI6nxcumT/PjNTez31pC60W63Ov51a20RH6/t+Z84U4scfXX+GqalC7Nnj+iGGu7R79JC/NcpD5Jo1bct69RJi/nxj5/+iRc77j4/33/+xMt24IR+yfPut/fwRI7Q/kz59PJ+3ZcvalrVrJ8S4cdpp6fmctaZz52RB9OJFIa5ckQ/WjWzvzT49Te3b2x4IDxkiHyArD7Lcnfv+/n49Hat6uVIgN7qPXFaQdxPek1wpV64cACDRm2FlAikxUfaNiYzU30ctBytevHjWd0FeOHHCFgjmm29k/zWjMjLkECH33w80aGC/TB1waPdu+ddqdR8ZeM4c7flnzhjPmxFDhzpHQ/a3a9fkPtWf24IF2hFovdW1q+21p35xffq4Drqm9tVX2sMqeeIu0J4Qct+u+kJaLHIdRYECwLRp2utmd19wLUuWeL9ty5ae11GG29KKoD5hguvtatbUn49582R8is6d9W/jyg8/+DfInTtGIpH37ev6GuRo717nsevdOXtWDhdWvz7Qpo3+7UqUkP1OV67UHiPeW998I4N2LVwIFCnifl2rVQ7TqB733MzrVKCEh9u/d3eurFsn11fHF7BY9A0jqTc2yMCBzt/FzJm210WKAM2b60vL0Q8/yACJgBwuVB0EbuVKORmxcaMcxUEtO+LZTJwoh8b7+mv7+ZMm2Y/eoOjUSUbCd+f5522R87dvl9ObbzrfJ2dmGh/ZICNDxpEYNMg2r2FDY2noiW1j1Natcpo82fZbWqWK69FffvrJFjzVH0EhFerAh1pOnrS9rlbN/r4gr8qGBwtBR++TkIyMjIDXThuaoqLk9Mgjgc+LjxOb05tA3Y9JT39oLU8/7fyU+4svZA2641PQ33+3vXb1/Y0cqf0E9c03ZTP9lSu9y+fly0JUqCDE7Nm2vsnq9CMihKhfX4hnn3Ve5gs9T4cnTbK9joz0bX/u9q/u06l30ooR4O2T9pMntef//bdM999/XW/brZv+7yQz0/s8btkiRN++QsTG+nbc/ft7Xkfv9+ZqmjpViIcfdp6/YoX7tGfNEqJqVVl75qk5fFqaEGFh+o+lZUvvP3s9kzf968uVc/95qO3caSztL75wnrdnjxBt2gixa5dv368yXbwoxLZt/ulepBg+3H0ePvxQXjePH7fNW7rUOZ233nJ9bug99/1NnQ/HVkWu1jOS5+XLvT+/FXFx8n2nTsa+d3f9wdXT9u3m/D8qMjOFuHDBv//7eibl/Dt3zpa3BQs8f5ezZzuvU7Kk/Tppae73fd99Qvzf/9nPK1XK9Xdl5Lj0xE8xa1LnrU4d+T9y7Zp93pXzU88UFeXf/KamGt/m5En9/1MBwqb1PjLyAeZo168Lcfq07b27CxkFP+W7PX/e/XppafLi99BDtm2mTvVtn8o5pTeok3KTq/RnVgJ4de7seVtvHuI4pjF/vuv0HZuP+cLbH1KzqNOdMUOIp56Sr598Uv4dPdp9XuLizDkmQIg33nB/vI6FyuLFba/fecfYZ+RtHs1Ks1w553mNG9teK03jzc4/IMTrr3v+fPTsS5GcLAtxERGe19V6gGfm9OWXxreJitL/WRjtyz5njrFzyNNnbvScNIunh1+//WZb9803hWjdWjtgVHq6c/9Wxc8/Z+8xueKYN1eftS/fg7fntxkWL/YcjE1vU3+9+e3b17//995My5fL/32tB5GOrlzRTmPVKhl4TQghduzw/Jk6Bv1cssT8c8Tf0+3bttfz5rnOv6t4Ro5Tjx7OD+LNnH75xfg2R48a/rfKbkbKoRx+LjcrXBi44w5g9mznZX36AKtXZ3+eyD8OHrS9btbM/brh4XI4onXrbPPMGk5l8GB96x0+LP++/rr8qwwptmGD522//dZwtpw89ZTrZY7HoNV8OScRQt96b79tG+YnI0Nu98EH7rcxcwzeGTPcL7dY5DBOlSvLrhShobZlISHm5SM7JCQ4z1OP9f7pp+6379jR+31nZHi/rZZixeSwXermna+9Jocy6tbNvsuEnjG+PXEcik89PJbWUGtnz7pPLyJC/77dNRlVhgHTu747b78NdO/u3bb+kC+f7TbX1XLF5MlyTGvHZumA/J995BHbe3V3rfbtbded3M5I1wkA2LXLt2G71Pr3l+m5Y8YwoGpm/CabrU8feW3QM5RZ0aLa8x9+GOjRQw7l6Wks+wIFnId11HseGBme0t/Uvx+3b7teT+v/X8vQof4ta9x7r/FtXHUfCFIsyOcFL77oPO+77+QFioLDkiXAc885X1jXrZOFguPHbfO0ChFa1IW0HTt8L8xnZsrxhPWYOtX7/SjHZ2YhU23hQvv36s/WqGrVfMuLJ/36AU2bOp8XR44A0dH289QPJDwVfhSeCt9me+kl2UeualX7grzRfon+sGCBb9tbLLIvZsuWwJNPul936FDv92NG3JBixZznVa0qY2EA8v/3jjuANWvsx+ZWf2fe6tbN/v2DDwIffyz7uTr2H+7WTfbrdDf+91tvGdv/4sXyrzL2siIqSvZxN8OkSYGLGeDJypXyM3//fds8I+dU5cqysN+1K/DJJ/bLcuIDuTvv1J5fv77ttdG4G9u3Ay+8oH/9li3NLcyp49P4S06IRWIWT78vbdvaP4jVUq0a0KuX/bxChfTt36yHOGZQ30vUru17etWqyd++PXt8T8ss7ipyglE2tBAIOrmiab1jUzlXTeco57FaZV83dRNy5ftSj1er7pPWpo2+79Vd36ZatYT46y/ZT93VuZ+QYN/MUr391av6mzY1aOC8veN7rX5rgOyHpkRjf+YZfZ+pL023DhzQtw9HmZnejTfryalTsguCus/59u3261Svrp123bryr7oftbu8VK1q7mfpOD31lOvjVPetGzfO2GfkbX486dNHiI8/9i7t77/3nL5Cb19XrUkrroE7SncL9dSmjbE0FN4Os1aliuxzPXSo82/ViRP2+1A30+zSRc5zl7a3/SHffNP53HDsU62O+6H3HFIz45z0F3Vz49zkf/+Tx9S4sXyvfIdPPGG/nnos9f37je/HU9wBf3/HZl2jXU0tWshrmt7RS1wNDelqUg+XZvbkj8/ryBHndNxJTJRxf379NXu+L73T/v221+rhGPV8Zlr94dXeey/wx6fnu8kB2LSegL//tn/vqrb16FHPaaWmylMfAKZMAVat8i1vOUVGhozEmZwc6JzY++QToE4dWy2I8tkDwMWLttfqZui//qovbXe1QMeOydrdiRNlhGKt5eXKAffcAzz6qHPNv5EWHgcOOM9THyfgOiL0//5ni8b+1Ve2+fv3ywj6ZnUTUBw/bntifuWKjDSvbg2gLMvIsDW/W71a1rCcP298f6+/7vxZqFWvLr97VzVJgGz27Ch/flsNgd5mcUpz4r//lk/V1RGUzeCuBlcdDVpdkzd6tLl5MOLbb4Hhw73b1khttS81IYULG1t/zhzZ2uDCBdu8nj2927e3Tc179pStS6ZMca4dc6zFbdXK9lqr5YAjvee6I63vSz3vqadkVwLHFjxGeGqZoe5WkN2KF5fXUnfXomD06qvy+h0TI9+3aAEkJdm6HSlee832uk4d4/vp18/9cmW0Em/Pz+z28MP258Lu3fL/Vk/UfsC5dYZCPbKKomBBeY/hD940xXZFXbOrjAjyxBP6ti1TRv5O33OPefmZPt33mm91RH0jLWhmztTu+qSm7mpj9r2EozvusL3evNm/+wq0bHiwEHRyRY284ziVN25oP5VaskSIlBTX6ajHNN2zJ2ieZukyaFDOPB719zNunBBnz9rejx1rW08roJan43ngAe+eWHoTGVRP+r4sV6+nrgksWdIW6ff2be9rCbX2Ex4uXw8aJMRdd9mWeVtL62pSxnd15Cooz/r1rs8hremnn/Svq2cdrWjVeiZ3oyUorQcAGdn/44+FGDDAcy2B3vPGccqf33O6vqSv/sz9tQ9A3+fjyv79siWMLxHSvcnzyJGu03Ac81fdEmnPHjnv/vvdn7/e2LBBO5158+R1VPmcHaNZG3H6tPvPhaOzBI46cKs3/w+efndOnZLjoSujdpjN2+uHq2nQIP3ptmun/X/oOO/zz+X8jAz7/6M5c/xzDHPnur4+epNeTIz827KlfVrnzsmWRUYULer78Zn93XtSooT9uufOeU7j6FHZGmHfPvO/X/V0/bpsubh4sdyv4/9jDseo9T7KFQX5oUPtT1pXBTHlZnnNGu101Ot++23Q/BPoklP/qR2/ow8/tL1+/33beu6GYhowQH5fntLWexGPjDT/QuvpJlZvfrUi0K9fL5vEm5lfo5+fL9OQIbbX6qFf3G1jtcrowc884zl9dTPvyZN9P24hhPjsM+PH6W6EhUaNbOtNnqzrX8fj5+SuuWuVKvrTf+cdIUJCnLu0uJs2bDDnGPR8F4HkTZ4dm7+rl6Wm2i9TN71XfqPVI3CY9XkkJ+tP57nn5DobNxrfz++/y+4Djvl+5RXv8k3mUD8w8pbjaBvZ+X9qsXh/DdGaFiyQ6eq91qnft28vt23Y0DZv9mznPL/+uiwUp6Xp35dZ10Zv00tJMeeBm+NoOb4cX3Z8XkLYj1ChOHZMXxoHD3ref4UK3uXbsZuM1ueSw7FpPTlHJXXV3FiJHv7qq57T3LbNpyzlKELYv09MDEw+9FA3JVY3mb550/U2ixd7buZkhKeIrd5QdxPwhVbgkvHjbU0XzfLTT+am5860abbX8+bp2yY2Vjb9Vnc3cEUdtXX4cOC99wxlT9NLL8lmxidO6N+mQAHXy8yKWq9u7u0uEGRcnP40x4+X0dp/+AF4/HGgQgXP27g71ryuTBnXyxwD3OXLJ6+DR47Ymtb7o+lk/vz6150zR/6meDPaQIsWzt1kataU3YQocMqXl9HfDx3yPo1Bg8zLj1Fnz8pm6952hXS8ZzTSNcixe4/yOajTuHzZebsZM+RnrjTXD4ZuB0WLmhPEsUQJ5/vSnO7VV4FFi+yD5ypdDDzx9Jl9+KHx4KnjxwOVKslt8xAW5HMrx76KZvQb9nefFkfnz8t+0o79/c0wZYr9++vXjW1/9qwsYH/0kX2/cyGADh3k5//zz77n05G6P6aRYZUuXwa+/trYvpKSZCFy2TL922hFaXc1BIueHz9v+0P/9pt327nTubPvadSpIx/AfP+9/m3GjpV/3Q0FA+gbZkehLlRaLMCYMdrrGblByZcPGDjQfd99R+76V6p/xPfv15+mo6Qk+feDD8wd6SAsTEZu/vpr4PPPPa9vZt/M3MZIoRmQ/R/VcQT8MaqBOhr/K6+Yn747LVtm7/5IW8uWQN263m+v5wGfv1SuLEe18WZ0or/+cv6fUkaT0BO/Qx3HArD9juzda5un5+GbmdH3lRE3cpP+/bXnr1mjPb9mTTkaheN3O3Cgd/vPnx947DE5cohabKwcLcRdBZCn+5lRo4wV5Nu1kyMLxMVlz6gNOQgL8sHO1RM8x2BinoLauavd9YekJGDcOPsxiB098QQwdy7QuLH5AczefNP+vZEbwYwMORTT+PHAiBEy4Mu1a3LZvHnAli3ytbshkcyQkqJvvcxMoFQp/UFYFNu3yzGdjQSdOXPGed7WrdrruqsFVn741QFLcoMWLWQhukcP+2CF7igFUU9B1q5e1Z+PevXs37sqsGdm2s5nI5SHRtWru1/PXY2L+kfc6NBvysOPsDBbTcfo0fb/597evGi5+27P63gbCA6QARAB44Hscoru3d0HFXW8YWvd2lj6L79s/75UKWPba1F/X67GmfaXnDhMGwUno9edSpWAJk2c5yv/A+7ulRISZHBkx/NXq9KhUiXPefE2sKiW8uXNS8uf1MMWjhzpfl3H+1jFfffZXqsflu/bB7z7rvP99Jw5RnLoWVSUrOQqW9b1Ourx6l3RG0gRkA+tAPfnu2NAy1yCBflgtmuX/EdR17Rev679pHPHDvdpOTYt//pr2WTGlbQ0/fnUUrq0LMi5uzFV18TPnu3b/jzR23wZkNFaHX33nfy7dq2+NNLTtZsg62la9c8/tjQ8SU31vlb7kUe8286Rq9o25cKrRalF2L7dnDzkFOqa8E6djG3rKuqvwkgtXtOm+tft0MH98shI53mPPy67Tmg9QFT/r7mrifVlTPIRI4BZs2Tza7UhQ2yv1TWuvoqMlA8d/WXyZPn/oo4sHwyiouQD2++/dx9h3vHGf9Eief35/Xd9+3EseCitZypW1J1VTaNHy4e2w4b5lo4ebdvaXpsxfjORN86ds71Wn5MKd/cokZHOXWEA+4KlQk+3A72/acpvinqkAUfB0mxdXZAfPNh5uboWXv2gXN1yUv3bWamS/O3Yvt3+N+/tt+XfWbMC04VBTyssPYV9QJZH9Dzk9lSxEKyyoc9+0AmaYHfqqOUKV8EfXn5Zf2CL8eM9r9uxo+f8vfOODL6lFfFVnZYSvXLzZtfrVKvm3WekyMwUYscOGThJGYPcaGAPxdtvO2/74otyWaFC2mlmZtqPza4sdwywtXevvmAeZcvqW++jj8wLfOLtpD5evdPjj8vt7rwz8Pk3c3r9dfvvW+92ZkXeV38njrxNa+FC9/8vX3/tvO/Vq2X0Wne6dLFt07u3+3X1Uo8AMWSIDFinvK9Xz/f016yxP9bnnxdiyhQhdu40npar78vdd9G3r+/H4Ct1fn77zfUyT+ejEY5jTl+9KgMkxsb6nrYvEfyN6NDBlv/Ll7Nnn+R/Wud7RET25uHvv+XIDkuX2udDHUhX63/x+HEhQkOF+OAD2zx3Y4Grac1Xz/vnH8/5vn3btv5TT9leR0fbXr/wguv9qqcBA9zvK18+c35HfZWUZEs/Pd1+fxaL/WgKN24I8fPPMuCvmjog6P/9n779ZtfxKdzd09Sv7zpPyqQOnKjXnDnZc2wmYNR6HwVNQb5wYfcXSvX06queL0pLl8oLvlkXMWW9b75xvUzvD4E3/3gTJwrx1VfytRJRu2VL+5t39fTHH/rSdZd3rXkbN9reK8MluTqun382/mPibnrkEe357drJ71odGdwfU9eu8riMRr3/6y+5ndkFeVffvTJVqeLfz8Pbgvwnn5ibDyPntavp8mUhtm3zXNBJTPS8by3du9u28aYgrEU9ese5c0I0b257/9lnvqd/86b9sR475n1af/whb75jYuzna30XPXvKCMLXr/uSe3Oo8xUfb79MKXA7Plj2lXpEFTPSC4SJE235V6J2U/DT+n+tUSNn5OfUKfv3o0c7r+94fXcXbdzVfrTm/fuvvvxarTIqfHq6vJecMEH+9vz+uxy+1DF/rvL22GPu93P0qDm/o2ZYt842AobWPseNkw+I3Vm0SA4ZqPdBpON+tEYVMJurz1WpGPN0//H55/LBh17qYblzOBbkfRQ0BXlPF0p/T9euyZr5Tz91zpt66J6yZe2XKWNvak3qGz9fLpqHD9tvp7cGWw932zrOW7TIed6XX7rep5GCfL9+ntdp2VJ7/nvvyf2px0LXM82ebf/E2NOktLJISZEtGVav1rfdhQtyuxo1zD1n1U+qtSbHMaHNnn780f77NjJ8mbeTeqxXZTJyXrua9FJ/pi1a6N9O/RBKebBjhuPHba0BWrSw7eOLL3xP27GWwXFYNTNofRfDh5u/H2+p83XxovPy+Hjzx/TNDQX5K1ds+c+uVgDkf+5+FwOdH8f3Z8543v7IEX2/CVrz1fP81epEXWlVr57t9fjxnrdVhpJzN0xpdl9nsmufjvtR7sH8Sb2/du1sr5XWGmZ/9mYMKZlNOPxcXqGOiGq1AleuZO/+ixQBNm2yH7qudWsZbKJhQ9s8x/73f/7pOk0lSJWvHD+L7BheTgjneY8/7jzv2Wed5926Jfu8G+mrpCeavKs+pkoAu2bN9O8PkKMIlCypf30laFXRosCkSbbIt54o/afMjBZdpowM1OMucFVYmIxBoO4naCbHvoJKPIuuXf2zv/799UVU96ewMODhh+VrIyM5qPvQGQl640mNGkCtWvL1M8/Y5hs5r13xJaCdL3yJJ2C2qlVtrwsVcl5erpz5n1NuiPJevLiMKREbG7jziMx311221zdvAseP+z8Qrrf09ElW/3+rOQ75FRXlPh1/neNKPho1sv9d1boXc6QMJTd5sowT5RjjxcwhfXO67A6sqh5dwdfYJq6o7yPMDqAdQCzIB7Nbt2yvQ0LMuRH11a5d8q96XElH7oZ6++ILOZbopk2+5UMdPd3IP6y7caYzMtyPfe7tEEjp6TKydoUK8vgVSrRyf1Au0iNG+J6W1pBzX3whh5pxDCim58e7WzfbuNJGHzS4uskAbN+dVuAdtYoV9UXUBZyPvXt39+s7FkjDw+UDIHeB/3wxb57zeaQVQMffVq6Ux6lVsHNF/f9kZkFe7fnnba979jQ//RIlzE9Ti5HP1d/UD2OzK1+5ZbihWrU8F4AouDRqZHtdoIB8kJgT3HOP8zyt33JHBQrIEXMuXbKf73iNXrdODt337be2ecWL2177q6AYESHvMffutX/AZ2R/Foss+CsPfBX9+tleP/mkb/nM6dwFJzXb3XcDXbrI1+pzxF05whvqc9TIcL05HAvylP1OnXK/fPBgIDraWJonTthHOB861PZ62jT96bga0u3SJVnr5W44DW8tXSofyiQl2Y8T789CgDIcTNWqMqq0UeqLvNaQc82bG4uMrvjoI/sxUPUO+xQZKccs/d//PK+r94GLnmj/Z87YD93y1FP2y0uUsB9xwd2+leHoSpd2v08j4xqHhwMxMfbzXP0/qMc5Nzqutz9kR0HeYrE11vPHMfvj4eq+fXLs3hYtbPM8PUDKTgMHAtOnu2955U+5pVBPucPEicBDD8mRG3ICpUCrdY+ld9jDokWdh3h03LZePeDQIaBPH9s89ZCf/mxFVKiQzM/DDwP168sWiGYMSVm8OLBihRwV4+OPfU8vp/J0j26WPXuAAQPkZ1q7ttxvXJxteZUqssCtN3q9J2Fh8ne+UKFcVZDP+R0FAiBo+sgXL+7//rV6p1u39AdBUfeFMTK5o6xz+LB8X6yYd/t46y3t9J99Nvs/U/Vx+SNttY4dPW9TurRt/Xvvdb+uuz6eRrdTljkGvrvnHjkywvvvy+itQthHdHV13K5GLXD8XGbM0PdZWq2yT93o0c59f5V+Zm++KdPzxGqVAcvc7W/mTBnVX+/3PGiQ++9e8dVXtnX69jV+Dplt4EDnzzEY1KyZPZ/RoUO2/WRm+ndf/vDzz0I0aOAc2d5bymfRqpU56RHlRmfPCjF3rrxnE8K3a7p620uXPK+fkCBE3br6I6nnBHrva7Jj//78TVHvIyf+nqjz9+qrgc6N37GPfF5Rr16gc2CTkqKvefC77/p3bPCRI2358cZPP2nP97Wpf073xBOe15k40fba05N7b/u/udvu00/t3zdrBowfL88ppQm/nlpVdU3EL7+4Xk9vjYHFIp/Of/CBc/5v35Z/J08GXn9dX1qemiMPGCD77/3+u333GkB7/Gm9tdlt2thee4rV4Kl7ghmWLrW99leNvD/8/LNs5eKum44Z6taVzUcPHvS+W08gtW8P7N9vi6PhK6WFgjruARHZq1JFxulRrvFKrCVvWiSp+//raX0UGSlr6YcNM76vQFG6+QGBj13x44/+S1tdnsjpvye9ewc6BzlKDv+2yC0z+jeb5epV9wHlbt0CUlNlYcds//xje/3DD76l9fff2vPVzX3UgqmA4Y5j3IJffnFucq8VpE/x22+2145BbxwZDfRz7pxspuvYFLBAAed19dyMhITIZlXJyUDbts7N4RVKny1fWK3ebXf1qn1Td8Vzz9m6RbRoIW/Gjh6VfRv37gWOHHHeRn18jn3+1GrUkNeUKVOAIUPc5++77zwdge+UhyBAcP2fVawIjBkjb1r9rWnTnPVAN5C2bJExWtxdp4jI3saNMi7N7t3Gt929Wxb6uncPfCHXX/wVeM0bnTv7L+2tW2XX0ZxUrlD75BPb6+rVA5ePHCgHdIQkrzVu7N12zz4LfPONc22eL8aPBxYscL38rrvM6SOWmelcG7xzp3dpLVokaz979fJu+99+kxe+nBK8xpPz52VN6tSpzsu+/tr+fdu2cgoNtbVyUP9Qd+0qL/wA8NZbslZtwwbgjjs8fx4zZsh+a4r27W1paalUSTv4nFakd3Xhz53QUFuN+9SpskDs2CqhalXZt1HdZ98obwNXRUTIfsaOcQY++sh53Vq1gNOnbe+VPL/8snyvrik5dsz9fpVWF1evai/PzJTnQXbftAVTQZ4Co3Dh3BG9nig71avn/W9cvny5Kvq3pgULZB97f1RC5SRlyshWZDn1gYw6xoHeYMR5RMBr5GfOnIlq1aqhQIECaNasGXbs2OFy3fj4eAwYMAC1atVCvnz5MNhF9OXp06ejVq1aKFiwICpXrowhQ4bglpmF1pzC25N57lxgwgRj23TsKP+6CiTkrhAPyOZUvkbLvnRJHrM6YIqWUaP0pXfHHTJStWMN8pYtshb4xx9ljxxXWrcG7rxTe5ljBGw9Q594a88e+f389Zf79SpUkEPfaA0B56op1YgR8oHHvn3289XBBJXPoFMnfQ811DWIoaGyFcWQIa6HynOleXPned4MG1eihByiTauJ7+rV7qPdqqOeK6xWGW1VCN9+FLVqdPU0X1yxAvj1V/nABNAfwEjN1fmQL19gfuhz0vBqRESUNzRsCBw+DDzySGD2/9BD2bevnFqIB7S7DRKAABfkly1bhsGDB2PUqFGIiYlB27Zt0aVLF8S5aMaclpaGMmXKYNSoUWikHtJD5ZtvvsGIESPw3nvv4ciRI/jyyy+xbNkyjFRqFfMaV2NIP/20++0cm2tu2CCH71q/3vu8+DrEVseO8onhokX28x0L23ofUrRoIS9cjgX/Dh1kP7KuXWUN5bhxspBqxGOP2b+fMsXY9gplrHhXDwwAWaDduNF+mBuj1DXHjs23HnvMOe18+WS09j599PWvd6REl09IkBFwp061j8Kth+PQdoD7NJo0MZa+wl1zfa0fPotFnj++UvouGhUaKocWUgq/3tSYZOfQM3rk9D57REREZnNXmZSXNG0qKykCNRpKDhbQu6OpU6fi2WefxXPPPYc6depg+vTpqFy5MmbNmqW5ftWqVTFjxgw88cQTiFD6iTrYtWsX7rnnHgwYMABVq1ZFdHQ0+vfvjz/z6pfvqi+JeqxGLY4F13z5PA+L5W/qWmH1xc1Tc2FX9BQORo0C3nvPdRA8Vxyfono7bF3fvrKGVz2+vNqNG7bXvhR21A929I7d/txzcoxYT4HRtLz6qvwOfRmeS6sQXb68/fuVK22vtWrw9ShSxPUyb449u3lTIw/IgJEnTpibFyIiItJn8mTZ1c6bYYJzm1699N+f5iEBK8inp6dj7969iHYIYBUdHY2d3vZ5BtCmTRvs3bsXe/bsAQCcPn0a69evx4MPPuhTfoPOO+/Ip1dHj9rPV9esfv89MGiQ9vZaTYYBY2NY+9PevcCBA0BsrCxoB5LWuRUa6lzQfPhh/Wmqt7VYtGufAdfzjVIXSIO5GbNjoVX9+Xgby0CrX7oiGAryjg839Cpa1H1LECIiIvKfOnWApCQZQJVIQ8CC3V26dAmZmZmIdOgHGhkZiQQfhu159NFHcfHiRbRp0wZCCGRkZODll1/GCDeRGNPS0pCWlpb1PsXboctyij59ZPA5wLlG7ddfba979JDTZ585p+GqMJdTmrgeP+7cfD1Q5s2TfcbVTf7z5ZPBBLdskUHjAFk7fP266xre8HBAOQ8dh1pzrE3+8kvg/vvNyT9g38LB2xrc7FCkCHDtmuvlWrX0mzcDa9cCr73m3T7dRa31ZsieYBWoPoJERER5VU6+J6OAC3ipzOJw4y2EcJpnxLZt2zB+/HjMnDkTf/31F1auXIm1a9fiAzcRJydOnIiIiIisqbKrgG7BoHZtW5ArwLmvrlYhskcP53kWi3wSCNiiluckegPa6eVuWC4t6gBoZcpoxyIIC5NDmKk/c1eB027dkk9d1WmqOV7In3lGRlU3i/p/LifXyP/8s+wH7yYopp2OHeVwd9OmeV97npHheln//t6l6Y1A9VvftEmOdDFvXvbuV+93TERERJQHmVaQ//PPP/HLL7/oXr906dIICQlxqn1PTEx0qqU3YsyYMRg4cCCee+45NGjQAA8//DAmTJiAiRMnwupiTOeRI0ciOTk5azrnTeTrQHEclunIEfumtOrlL7ygncbSpfJmXS08XDZdP3fOeIR7QN70+7NlQ2ysb9s7FozLlTO2/Vdf2b93F9ncFaUffc2a8vNWp+E4IoE3D7eMPOxQt7TIyZFLmzeX0e3btNG3vhlPsu+7z/WyatV8T18vT6M16PHmm8a36dBBjnRRtKjv+zeiTRsgMdHcYTKJiIiIcgnTCvIDBw5E+/btda8fFhaGZs2aYZNDAXLTpk1orTUMlE43btxAPofm3yEhIRBCQLiI/hgeHo5ixYrZTUEjPd39cosF+L//kxG7XQQRRIEC8mZdrXhxWQjyZoi7Bx4AnnpK3vj7EuXenxwfTugN5DdkCJCcLIPQeWvPHuD994Hly2UhRR2sb/VqGcG9VSvv01e4q0l2VKKE7XXDhr7vOzdxbD5fv77rZf705JPebxsfDyxcGHxj4ZYpExxxCIiIiIiymWl3oVu2bMHt27cNbTN06FAMHDgQd911F1q1aoXZs2cjLi4OL730EgBZU37+/HksXLgwa5t9/0Uuv3btGi5evIh9+/YhLCwMdf8LwvbQQw9h6tSpaNKkCVq0aIGTJ09izJgx6N69O0Jyez8Tx7HLFcOGyckIb2qYFVOn2l536aJvm9Kl5Tjx2cVxyLTBg2VwQE/y5/fcxNlTbXHz5q4jqJs5ZuiLL9oCtbVs6X7d2rVlRNB//zU+1F5eoy5YZmchU/0Awahy5cyp0SciIiKiHMG0gnwFL8Y87tevH5KSkjBu3DjEx8ejfv36WL9+PaL+G9M6Pj7eaUz5JqqxoPfu3YvFixcjKioKsf81tR49ejQsFgtGjx6N8+fPo0yZMnjooYcwXgn+lpupa1W98f338mGA3sK3K6VK2b9ftAh4/HH32zRsKPs/O2rQQDbx95bjA4L8+WVLA8fuG3qHh3PXAuLSJRlMUCvmQHbr0sW+2beepuh6HmSQPJf37pWvszP4o1kjFBARERFR0LMIV+3NXXAsWDuq4hhcLQilpKQgIiICycnJOb+Zvbo/83PPAXPm+JaeEJ77SKuX9+4NfPed/fK4OEAdMFAI2T9/7lz5/vBh+dBB3Ze/Y0fnfvqAHLJt1Spjx6D25JPAggW291euyGBuji0OEhOdC/euGPuXMY/yuR85ImvQtezYAfzvfzK4W8WKwM6dcqz3Dz7I/j7OgaI+P836rpQ0J0wAhg+3jRpQs6Y56buSnCy7YYwc6RwAkYiIiIhyFSPlUMM18lWrVnUbVT4zM9NokmQWx8B33jAa6KxtW+eCvOM5YLHIBwyDB8s+9xERzukUKCBrHG/etJ/v6zjWjzxiX5AvXlx7Pb018oEkhOcHLW3b2oa7A4DWreWUl8TFATNnyngGZqlUCfjnHzm0Y2go8F/3H7+LiLDvqkJEREREBC+C3cXExOCvv/7Kmnbv3o3PP/8cNWvWxPLly/2RR3JH3S8+EMPEOdbyVqjgOkBevXrahXhAFj43bgTuuMO+n/hzzwElS3qfv5wcgd0bue14/KFyZWDiRHMfzhw/Lgvyvj5YIiIiIiIygeGm9a6sW7cOH3/8MbZt22ZGcgEVVE3rf/kFaNdOvs6uJt/qwuS1a7Zx0hMSZKFb7zjk6nT++Uc2BQfkOOF79sjXJ07IqWtX2VzcaC1rUpJ9n313n5GSn5deAs6flw8W0tKc1wtU03oiIiIiIsq1jJRDTYvUVLNmTfzxxx9mJUd63XsvcPAgkJoamP0XLgwsWwZ8/bXsY663EA/IqOoKdbBEpRAPyOHZunSRfwcPdp9e797A9eu2scPLlrWvzV+zxv32ixYBr70GfPaZHAbuwgVZs0tERERERJSDGO4jn5KSYvdeCIH4+HiMHTsWNWrUMC1jZEC9eoHdv7djqqsL/a6ajCu1/XqG+ereHShUCPjrL+DDD4Fx4+T88+dlRHlP46M/9picFCVLAiNGBKbLAhERERERkQuGC/LFixd3CnYnhEDlypWxdOlS0zJGOdiuXUCrVr6nM2IEsHQp8PTTrtepWtX+fePGwL592usqXQwaNpSR2hUVKtjX+PtiyxZz0iEiIiIiIvKS4YL81q1b7d7ny5cPZcqUwZ133on8+U0blp5yspYt5XBtjkO4GVWxIvDvv85jcQ8eDEyfrr1Nr16uC/JGmvUbMWUKMGyYHBXg/vv9sw8iIiIiIiKdDJe82ym1npS3mTWmtWMhHgDGjgW++Qbo1s15mbvCesGC5uTJ0dChciIiIiIiIsoBTAt2Fx8fj7i4OLOSo7wsIkJGwP/qK+dlHTu63s7VGPFERERERES5iGkF+fvvvx/VqlUzKznK67Rq6gGO401ERERERHmeaZ3aFy5ciBs3bpiVHJE2ZWg5xZUrwFtvAa++Gpj8EBERERERZTOLEEIEOhM5TUpKCiIiIpCcnIxixYoFOjukdvOmHGJOwdOXiIiIiIhyASPlUNOa1hNlC8caeSIiIiIiojzGcNP6zMxMTJs2Dd9++y3i4uKQnp5ut/zy5cumZY7ICQvyRERERESUxxmukX///fcxdepU9O3bF8nJyRg6dCh69eqFfPnyYezYsX7IIpEKC/JERERERJTHGS7If/PNN5gzZw6GDx+O/Pnzo3///pg7dy7effdd/P777/7IIxERERERERH9x3BBPiEhAQ0aNAAAFClSBMnJyQCAbt26Yd26debmjoiIiIiIiIjsGC7IV6pUCfHx8QCAO++8Exs3bgQA/PHHHwgPDzc3d0RERERERERkx3BB/uGHH8aWLVsAAG+88QbGjBmDGjVq4IknnsAzzzxjegaJnCxZAlSqBMTEBDonRERERERE2c7nceR3796N3377DXfeeSe6d+9uVr4CiuPIExERERERUXYyUg41PPycoxYtWqBFixa+JkNEREREREREOhhuWk9EREREREREgcOCPBEREREREVEQYUGeiIiIiIiIKIjoLsgfP37cn/kgIiIiIiIiIh10F+SbNGmCOnXq4O2338bOnTv9mSciIiIiIiIickF3QT4pKQmTJ09GUlISevXqhcjISDz77LNYvXo1bt265c88EhEREREREdF/vBpHXgiBXbt2YfXq1Vi9ejXOnj2LDh06oEePHujWrRvKli3rj7xmG44jT0RERERERNnJSDnUq2B3FosFrVu3xqRJk3D48GHs27cP9957L+bPn4/KlSvjs88+8yrjREREREREROSeVzXy7iQlJeHy5cuoUaOGmclmK9bIExERERERUXYyUg7Nb/bOS5UqhVKlSpmdLBERERERERGB48gTERERERERBRUW5ImIiIiIiIiCCAvyREREREREREHEcEH+qaeewi+//OKPvBARERERERGRB4YL8qmpqYiOjkaNGjUwYcIEnD9/3qcMzJw5E9WqVUOBAgXQrFkz7Nixw+W68fHxGDBgAGrVqoV8+fJh8ODBmutdvXoVgwYNQvny5VGgQAHUqVMH69ev9ymfRERERERERDmB4YL8ihUrcP78ebz66qtYvnw5qlatii5duuC7777D7du3DaW1bNkyDB48GKNGjUJMTAzatm2LLl26IC4uTnP9tLQ0lClTBqNGjUKjRo0010lPT0fHjh0RGxuL7777DseOHcOcOXNQsWJFo4dKRERERERElOP4PI58TEwMvvrqK8ydOxdFihTB448/jldeeUXXOPItWrRA06ZNMWvWrKx5derUQc+ePTFx4kS32953331o3Lgxpk+fbjf/888/x8cff4yjR48iNDTUq2PiOPJERERERESUnYyUQ30KdhcfH4+NGzdi48aNCAkJQdeuXXHo0CHUrVsX06ZNc7tteno69u7di+joaLv50dHR2Llzp9d5Wr16NVq1aoVBgwYhMjIS9evXx4QJE5CZmelym7S0NKSkpNhNRERERERERDmR4YL87du3sWLFCnTr1g1RUVFYvnw5hgwZgvj4eCxYsAAbN27E119/jXHjxrlN59KlS8jMzERkZKTd/MjISCQkJBjNVpbTp0/ju+++Q2ZmJtavX4/Ro0djypQpGD9+vMttJk6ciIiIiKypcuXKXu+fiIiIiIiIyJ/yG92gfPnysFqt6N+/P/bs2YPGjRs7rdOpUycUL15cV3oWi8XuvRDCaZ4RVqsVZcuWxezZsxESEoJmzZrhwoUL+Pjjj/Huu+9qbjNy5EgMHTo0631KSgoL80RERERERJQjGS7IT5s2DX369EGBAgVcrlOiRAmcOXPGbTqlS5dGSEiIU+17YmKiUy29EeXLl0doaChCQkKy5tWpUwcJCQlIT09HWFiY0zbh4eEIDw/3ep9ERERERERE2cVw0/qtW7dqRqe/fv06nnnmGd3phIWFoVmzZti0aZPd/E2bNqF169ZGs5XlnnvuwcmTJ2G1WrPmHT9+HOXLl9csxBMREREREREFE8MF+QULFuDmzZtO82/evImFCxcaSmvo0KGYO3cuvvrqKxw5cgRDhgxBXFwcXnrpJQCyyfsTTzxht82+ffuwb98+XLt2DRcvXsS+fftw+PDhrOUvv/wykpKS8MYbb+D48eNYt24dJkyYgEGDBhk9VCIiIiIiIqIcR3fT+pSUFAghIIRAamqqXdN6JbBc2bJlDe28X79+SEpKwrhx4xAfH4/69etj/fr1iIqKAiCj4juOKd+kSZOs13v37sXixYsRFRWF2NhYAEDlypWxceNGDBkyBA0bNkTFihXxxhtv4O233zaUNyIiIiIiIqKcSPc48vny5XMbhM5iseD999/HqFGjTMtcoHAceSIiIiIiIspORsqhumvkt27dCiEE7r//fqxYsQIlS5bMWhYWFoaoqChUqFDB+1wTERERERERkUe6C/Lt2rUDAJw5cwZVqlTxaYg4IiIiIiIiIvKOroL8/v37Ub9+feTLlw/Jyck4cOCAy3UbNmxoWuaIiIiIiIiIyJ6ugnzjxo2RkJCAsmXLonHjxrBYLNDqWm+xWJCZmWl6JomIiIiIiIhI0lWQP3PmDMqUKZP1moiIiIiIiIgCQ1dBXhkOzvE1EREREREREWWvfEY3WLBgAdatW5f1/q233kLx4sXRunVrnD171tTMEREREREREZE9wwX5CRMmoGDBggCAXbt24dNPP8XkyZNRunRpDBkyxPQMEhEREREREZGN7uHnFOfOncOdd94JAPj+++/Ru3dvvPDCC7jnnntw3333mZ0/IiIiIiIiIlIxXCNfpEgRJCUlAQA2btyIDh06AAAKFCiAmzdvmps7IiIiIiIiIrJjuEa+Y8eOeO6559CkSRMcP34cDz74IADg0KFDqFq1qtn5IyIiIiIiIiIVwzXyn332GVq1aoWLFy9ixYoVKFWqFABg79696N+/v+kZJCIiIiIiIiIbixBCBDoTOU1KSgoiIiKQnJyMYsWKBTo7RERERERElMsZKYcabloPAFevXsWePXuQmJgIq9WaNd9isWDgwIHeJElEREREREREOhguyK9ZswaPPfYYrl+/jqJFi8JisWQtY0GeiIiIiIiIyL8M95EfNmwYnnnmGaSmpuLq1au4cuVK1nT58mV/5JGIiIiIiIiI/mO4IH/+/Hm8/vrrKFSokD/yQ0RERERERERuGC7Id+rUCX/++ac/8kJEREREREREHhjuI//ggw/izTffxOHDh9GgQQOEhobaLe/evbtpmSMiIiIiIiIie4aHn8uXz3UlvsViQWZmps+ZCjQOP0dERERERETZya/Dz6mHmyMiIiIiIiKi7GW4j7zarVu3zMoHEREREREREelguCCfmZmJDz74ABUrVkSRIkVw+vRpAMCYMWPw5Zdfmp5BIiIiIiIiIrIxXJAfP3485s+fj8mTJyMsLCxrfoMGDTB37lxTM0dERERERERE9gwX5BcuXIjZs2fjscceQ0hISNb8hg0b4ujRo6ZmjoiIiIiIiIjsGS7Inz9/HnfeeafTfKvVitu3b5uSKSIiIiIiIiLSZrggX69ePezYscNp/vLly9GkSRNTMkVERERERERE2gwPP/fee+9h4MCBOH/+PKxWK1auXIljx45h4cKFWLt2rT/ySERERERERET/MVwj/9BDD2HZsmVYv349LBYL3n33XRw5cgRr1qxBx44d/ZFHIiIiIiIiIvqPRQghAp2JnCYlJQURERFITk5GsWLFAp0dIiIiIiIiyuWMlEMN18jfcccdSEpKcpp/9epV3HHHHUaTIyIiIiIiIiIDDBfkY2NjkZmZ6TQ/LS0N58+fNyVTRERERERERKRNd7C71atXZ73+6aefEBERkfU+MzMTW7ZsQdWqVU3NHBERERERERHZ012Q79mzJwDAYrHgySeftFsWGhqKqlWrYsqUKaZmjoiIiIiIiIjs6W5ab7VaYbVaUaVKFSQmJma9t1qtSEtLw7Fjx9CtWzfDGZg5cyaqVauGAgUKoFmzZppj1Cvi4+MxYMAA1KpVC/ny5cPgwYPdpr106VJYLJashxBEREREREREwc5wH/kzZ86gdOnSpux82bJlGDx4MEaNGoWYmBi0bdsWXbp0QVxcnOb6aWlpKFOmDEaNGoVGjRq5Tfvs2bMYPnw42rZta0peiYiIiIiIiHICr4af27JlC7Zs2ZJVM6/21Vdf6U6nRYsWaNq0KWbNmpU1r06dOujZsycmTpzodtv77rsPjRs3xvTp052WZWZmol27dnj66aexY8cOXL16Fd9//73ufHH4OSIiIiIiIspOfh1+7v3330d0dDS2bNmCS5cu4cqVK3aTXunp6di7dy+io6Pt5kdHR2Pnzp1Gs2Vn3LhxKFOmDJ599lld66elpSElJcVuIiIiIiIiIsqJdAe7U3z++eeYP38+Bg4c6NOOL126hMzMTERGRtrNj4yMREJCgtfp/vbbb/jyyy+xb98+3dtMnDgR77//vtf7JCIiIiIiIsouhmvk09PT0bp1a9MyYLFY7N4LIZzm6ZWamorHH38cc+bMMdSPf+TIkUhOTs6azp0759X+iYiIiIiIiPzNcI38c889h8WLF2PMmDE+7bh06dIICQlxqn1PTEx0qqXX69SpU4iNjcVDDz2UNU/pw58/f34cO3YM1atXd9ouPDwc4eHhXu2TiIiIiIiIKDsZLsjfunULs2fPxubNm9GwYUOEhobaLZ86daqudMLCwtCsWTNs2rQJDz/8cNb8TZs2oUePHkazBQCoXbs2Dhw4YDdv9OjRSE1NxYwZM1C5cmWv0iUiIiIiIiLKKQwX5Pfv34/GjRsDAA4ePGi3zGiT+KFDh2LgwIG466670KpVK8yePRtxcXF46aWXAMgm7+fPn8fChQuztlH6vl+7dg0XL17Evn37EBYWhrp166JAgQKoX7++3T6KFy8OAE7ziYiIiIiIiIKR4YL81q1bTdt5v379kJSUhHHjxiE+Ph7169fH+vXrERUVBQCIj493GlO+SZMmWa/37t2LxYsXIyoqCrGxsabli4iIiIiIiCin8moc+dyO48gTERERERFRdjJSDtVVI9+rVy/Mnz8fxYoVQ69evdyuu3LlSv05JSIiIiIiIiJDdBXkIyIisvq/R0RE+DVDREREREREROQam9ZrYNN6IiIiIiIiyk5GyqH5silPRERERERERGQCFuSJiIiIiIiIgggL8kRERERERERBhAV5IiIiIiIioiDCgjwRERERERFRENE1/Nwnn3yiO8HXX3/d68wQERERERERkXu6hp+rVq2avsQsFpw+fdrnTAUah58jIiIiIiKi7GSkHKqrRv7MmTOmZIyIiIiIiIiIfMM+8kRERERERERBRFeNvKN//vkHq1evRlxcHNLT0+2WTZ061ZSMEREREREREZEzwwX5LVu2oHv37qhWrRqOHTuG+vXrIzY2FkIING3a1B95JCIiIiIiIqL/GG5aP3LkSAwbNgwHDx5EgQIFsGLFCpw7dw7t2rVDnz59/JFHIiIiIiIiIvqP4YL8kSNH8OSTTwIA8ufPj5s3b6JIkSIYN24cPvroI9MzSEREREREREQ2hgvyhQsXRlpaGgCgQoUKOHXqVNayS5cumZczIiIiIiIiInJiuI98y5Yt8dtvv6Fu3bp48MEHMWzYMBw4cAArV65Ey5Yt/ZFHIiIiIiIiIvqP4YL81KlTce3aNQDA2LFjce3aNSxbtgx33nknpk2bZnoGiYiIiIiIiMjGIoQQgc5ETpOSkoKIiAgkJyejWLFigc4OERERERER5XJGyqFejSMPAOnp6UhMTITVarWbX6VKFW+TJCIiIiIiIiIPDBfkjx8/jmeffRY7d+60my+EgMViQWZmpmmZIyIiIiIiIiJ7hgvyTz/9NPLnz4+1a9eifPnysFgs/sgXEREREREREWkwXJDft28f9u7di9q1a/sjP0RERERERETkhuFx5OvWrcvx4omIiIiIiIgCxHBB/qOPPsJbb72Fbdu2ISkpCSkpKXYTEREREREREfmP4eHn8uWTZX/HvvG5Kdgdh58jIiIiIiKi7OTX4ee2bt3qdcaIiIiIiIiIyDeGC/Lt2rXzRz6IiIiIiIiISAfDBfn9+/drzrdYLChQoACqVKmC8PBwnzNGRERERERERM4MF+QbN27sduz40NBQ9OvXD1988QUKFCjgU+aIiIiIiIiIyJ7hqPWrVq1CjRo1MHv2bOzbtw8xMTGYPXs2atWqhcWLF+PLL7/Ezz//jNGjR/sjv0RERERERER5muEa+fHjx2PGjBno1KlT1ryGDRuiUqVKGDNmDPbs2YPChQtj2LBh+L//+z9TM0tERERERESU1xmukT9w4ACioqKc5kdFReHAgQMAZPP7+Ph433NHRERERERERHYMF+Rr166NSZMmIT09PWve7du3MWnSJNSuXRsAcP78eURGRpqXSyIiIiIiIiIC4EVB/rPPPsPatWtRqVIldOjQAR07dkSlSpWwdu1azJo1CwBw+vRpvPLKK7rSmzlzJqpVq4YCBQqgWbNm2LFjh8t14+PjMWDAANSqVQv58uXD4MGDndaZM2cO2rZtixIlSqBEiRLo0KED9uzZY/QwiYiIiIiIiHIkw33kW7dujdjYWCxatAjHjx+HEAK9e/fGgAEDULRoUQDAwIEDdaW1bNkyDB48GDNnzsQ999yDL774Al26dMHhw4dRpUoVp/XT0tJQpkwZjBo1CtOmTdNMc9u2bejfvz9at26NAgUKYPLkyYiOjsahQ4dQsWJFo4dLRERERERElKNYhBAiUDtv0aIFmjZtmlWTDwB16tRBz549MXHiRLfb3nfffWjcuDGmT5/udr3MzEyUKFECn376KZ544gld+UpJSUFERASSk5NRrFgxXdsQERERERERectIOVRXjfzq1avRpUsXhIaGYvXq1W7X7d69u65MpqenY+/evRgxYoTd/OjoaOzcuVNXGnrcuHEDt2/fRsmSJV2uk5aWhrS0tKz3KSkppu2fiIiIiIiIyEy6CvI9e/ZEQkICypYti549e7pcz2KxIDMzU9eOL126hMzMTKegeJGRkUhISNCVhh4jRoxAxYoV0aFDB5frTJw4Ee+//75p+yQiIiIiIiLyF13B7qxWK8qWLZv12tWktxCvZrFY7N4LIZzmeWvy5MlYsmQJVq5ciQIFCrhcb+TIkUhOTs6azp07Z8r+iYiIiIiIiMxmONidWUqXLo2QkBCn2vfExERThq77v//7P0yYMAGbN29Gw4YN3a4bHh6O8PBwn/dJRERERERE5G+6h5/bvXs3fvzxR7t5CxcuRLVq1VC2bFm88MILdv3MPQkLC0OzZs2wadMmu/mbNm1C69atdaej5eOPP8YHH3yADRs24K677vIpLSIiIiIiIqKcRHdBfuzYsdi/f3/W+wMHDuDZZ59Fhw4dMGLECKxZs8ZjpHlHQ4cOxdy5c/HVV1/hyJEjGDJkCOLi4vDSSy8BkE3eHSPN79u3D/v27cO1a9dw8eJF7Nu3D4cPH85aPnnyZIwePRpfffUVqlatioSEBCQkJODatWuG8kZERERERESUE+kefq58+fJYs2ZNVg33qFGjsH37dvz6668AgOXLl+O9996zK1TrMXPmTEyePBnx8fGoX78+pk2bhnvvvRcA8NRTTyE2Nhbbtm2zZVij/3xUVBRiY2MBAFWrVsXZs2ed1nnvvfcwduxYXXni8HNERERERESUnYyUQ3UX5AsUKIATJ06gcuXKAIA2bdqgc+fOGD16NAAgNjYWDRo0QGpqqo/ZDzwW5ImIiIiIiCg7GSmH6m5aHxkZiTNnzgCQY8D/9ddfaNWqVdby1NRUhIaGepllIiIiIiIiItJDd0G+c+fOGDFiBHbs2IGRI0eiUKFCaNu2bdby/fv3o3r16n7JJBERERERERFJuoef+/DDD9GrVy+0a9cORYoUwYIFCxAWFpa1/KuvvkJ0dLRfMklEREREREREku4+8ork5GQUKVIEISEhdvMvX76MIkWK2BXugxX7yBMREREREVF2MlIO1V0jr4iIiNCcX7JkSaNJEREREREREZFBuvvIExEREREREVHgsSBPREREREREFERYkCciIiIiIiIKIizIExEREREREQURFuSJiIiIiIiIgggL8kRERERERERBhAV5IiIiIiIioiDCgjwRERERERFREGFBnoiIiIiIiCiIsCBPREREREREFERYkCciIiIiIiIKIizIExEREREREQURFuSJiIiIiIiIgggL8kRERERERERBhAV5IiIiIiIioiDCgjwRERERERFREGFBnoiIiIiIiCiIsCBPREREREREFERYkCciIiIiIiIKIizIExEREREREQURFuSJiIiIiIiIgggL8kRERERERERBhAV5IiIiIiIioiDCgjwRERERERFREGFBnoiIiIiIiCiIsCBPREREREREFERYkCciIiIiIiIKIizIExEREREREQURFuSJiIiIiIiIgkjAC/IzZ85EtWrVUKBAATRr1gw7duxwuW58fDwGDBiAWrVqIV++fBg8eLDmeitWrEDdunURHh6OunXrYtWqVX7KPRERERHlOLNmARs26Fv3yBFg/Hjg+nX/5smI6dOBNWuAa9cCnRMiyqECWpBftmwZBg8ejFGjRiEmJgZt27ZFly5dEBcXp7l+WloaypQpg1GjRqFRo0aa6+zatQv9+vXDwIED8ffff2PgwIHo27cvdu/e7c9DISIiopxOCCAlJdC5IEfDhwMWC/D99+akt3078MorQJcu+tavWxcYPRp46y1z9u+rr78GhgwBuncHihYFLl4MdI6IKAeyCCFEoHbeokULNG3aFLNmzcqaV6dOHfTs2RMTJ050u+19992Hxo0bY/r06Xbz+/Xrh5SUFPz4449Z8zp37owSJUpgyZIluvKVkpKCiIgIJCcno1ixYvoPiIiIiHKeN94ASpcGTpyQhaSdO4FWrQKdK+/9+y+QLx9Qpkygc+K7w4eBevVs7824LbVYbK8zMoCQENfrnjoF3Hmnufv3lTr/ANC3L7BsWWDyQkTZykg5NGA18unp6di7dy+io6Pt5kdHR2Pnzp1ep7tr1y6nNDt16uQ2zbS0NKSkpNhNRERElAuMGQN88gnw7ruyEA8ArVsHNk/e+PFHYM8eYPduoFw5oGxZ2Rx8+HDt9W/fzt786fH550DXrsDNm/L9L7/YF+IB4O+/zd3n2bPul6sqkwAAv/3mOQ+XLgFWq3ydkeF93gD54KBLF+COO4Bbt7TX+fZb3/ZBRLlSwAryly5dQmZmJiIjI+3mR0ZGIiEhwet0ExISDKc5ceJEREREZE2VK1f2ev9ERGSihASgRQvgjz8CnZO8Qymg5BYffqg9//Dh7M2HXkIAderIWlmLBfj0U1lr3LWr/F9o2dK27ujRwJQpQM+e9mmsXAmEhwOLFmVr1p38+SfQo4c8jp9/Bl5+WT6QqFlT9v1u1855m5kzZf/wadOAtDR9+/n3X9fL+vRxv+2UKfbv27QBGjcGXnwRePRRmfdffrEt//VX2RIiJARYsgQIDQVWrNCXTy0bNsjpzBmgUSPgySe9T4tcO30amDhRdq1ZsYItHPwtEC1b/vgDqFoVWL48+/cdIAEPdmdxaD4khHCa5+80R44cieTk5Kzp3LlzPu2fiIhMUr68rIW8++7sq2G0WvUXILxx6xbw/PPA6tX+24e3Jk2SBZSlS23zNmwAmjYFjh0LXL68cfs2sG+f6+X16smC5ZEjxtK9fFneKDZsKAt5Su2yWbZvB44etb1/7TX7pt9afvjB/v0jj8gb6YED7ecrfdHdBBY2jdUKNG9uO88feMC27J9/ZN9vLbNny/7hQ4fK1hRqK1cCW7fKGvG335aFdItFtlC4/375YCAmxn6bv/6Sf+PigMxM+VpPIWP2bFthr1072Y/eYgHatrWtM2CA/Nu7t/fXjK5dba+PHwcWLtRez+xr0qlTQHy8uWkGyunTsqWKlkGDgJIlgerVgXfeASIi5Pf16KPA5s2+73vdOvm96ZXbHpRq+eMP2fXH8QGjv/XpI1vg9O2bvfsNoIAV5EuXLo2QkBCnmvLExESnGnUjypUrZzjN8PBwFCtWzG4iIqIcRqt2MTnZVnPZr5/9so8/BubONb6fBx6QN37+6mZVsKDMV48eshYuJxk5Uv7t31/+vXFDNvuNiQFq1w5cvrwRFgY0aeJ+nc8/lwU0I4X5UqXkjeKBA/L9vfd6n0fFoUO2B1Xe1iYp/weOAd4GDbKlrdQ+K3levtzW3WDJElmA9rYmTV3QXLzYfb90vT7+WP794Qd5bI88IgvsZcoAkycD331nW3frVllz3rSpczpFiwJRUbIA9/LLspDRqBGQlKQ/L57OkZUr9acFyIcR9evrX79AAVvT+xMngC++kFH2T5yQn80998jjWbwYKFLEdn4qDh0Cdu2SrZwaN5YPhypUkK0mMjKcC5g+tI7NYrV6V3C9dUvmS+tcTEuT84WQD1omTZKF9JYtnf93bt+WLTyuXNHeT8eOzvEIPLlxQ547Fov8Drp1A2rVkvnwZN8++SDho4/kdzd8uDxOvbKzu4wvNerK78cPPzh/LpcvA++/D5w86X36ajdvAv/3f/L/U92Nxp8P43MSEUB33323ePnll+3m1alTR4wYMcLjtu3atRNvvPGG0/y+ffuKLl262M3r3LmzePTRR3XnKzk5WQAQycnJurchIiI/sN2yCTF4sP2yX36xX67+SVuxwjZv6FDb69u3hZg5U4gnnxTCanW/z+XLzTmGv/8WYsQIIZTfFMc8X75szj4qVxbiwAEh4uOFOHnSu3TU+bJahfjtN+3PVwghoqPlvIceEuLWLSEyMlx/pu6kpAhx5YqxbR57TIgGDVwvP3HC+XP2NGVk2La/ckWIzEzndK1W7W213Lwp87lypXzvmF5GhhCpqfbp7NplPN96ppdfFmLDBvt5hw/bXv/zj+21kl8hhLhwQZ5PapmZQly7JkR6uhAffSTE1KlC9O4ttz14UC4zM++bN/vnM/HHVKOG/FxcycwU4tw5+dqb9MuXN7Z+YqLzedaxo+v1MzOF+PlnId56S75/5x0hXnlFXmuPHxfik09kWu7MmyfE00/L86BxYyGaNjV+XVDnSe1///N8zFarEBcvCrFxoxDvv6/vc+re3X1+Ro2SaQkhxAsvuE7n5k3t7S9eFGL0aCEKFtTe7sgR/Z/JunXys9261f6aZaY1a+S+li6V79PShLh0yf02J0/K3+i4OOfji40VYv16eZ1RrhUlSpiT19GjtT/TM2fMST8AjJRD4XENP1q6dKkIDQ0VX375pTh8+LAYPHiwKFy4sIiNjRVCCDFixAgxcOBAu21iYmJETEyMaNasmRgwYICIiYkRhw4dylr+22+/iZCQEDFp0iRx5MgRMWnSJJE/f37x+++/684XC/JERDmE44+zu2WAEMeOCZGQoP9G99QpeYP65Zey0KK+KVixwvt8W622m1clveefF+L6dec83H+/EE89JW9y9HIsFBq9sXR04IB8GODp85o7V36+rgq0SmHAndRUmYZyHMp2t27py2tKim2b+fOdl7vLm6fp66/tHxAJIURSku273LpVeztHkyfbL//1V9vrhx/2Pn/ZMb39tiyM3rxpm3f7tu3Y7r3X/H1Omxb44zZrKlPG9blbrJixtJ55JvDHozWp7dlje/hTvLhtnUKFbK9HjxZi2TJ5jd250/kasXy5EMOHy/Ps9Gn7ff3f/8m/FSv695imTROieXMhRo6UeVLKABcu6E/jww/lNv/+Kx8Gbtrk/DDU1aQulA8ZIr97xerV9us2aSL/Pvyw/M0DhOjTR/597jm5zd13y/cdO8r3N24I8d13Qly9Kq+hitOn5YMGxdmz9vtKT9fOb//+QuzfL39Dvb3munPpku26c+yYzP/Nm/JzsVjkPCE87yMqyv3DtRwoaAryQgjx2WefiaioKBEWFiaaNm0qtm/fnrXsySefFO3atbNbH4DTFBUVZbfO8uXLRa1atURoaKioXbu2WGHwZowFeSIiL3zxhRBvvuldrayWjAznH2Ulba0CsTdTy5auly1eLAvz16/LGwH1cS1YIESnTrabL/Wy27eFaNhQiG7dnGtcu3Rxn589e+TnqKSXnu5cY3/pkqyZGzRIiHffFSI83HV6AwbIQnNcnG17q1WIHTtkwfnaNVl4NfOG2N0DCfVNobpGGJA38oB8qHL7trzhV27Arl2TLSn++UeIV1+13y46Wq4rhBCPP27usTzyiOd1eveWN9qVKsmWANu2mZuHQE133ml7/emn8v/Al4ck7iYhAn+8Zk7ffKN9/gc6X2ZNe/bI2nr1w56qVY2lsWyZfLi5alXgj8dxUvJUrpx8SJFd+921y/4aqVRCGk3H8WHIqVPa66mv/dOnZ/852quX/DtqlP1vaIUKcn6zZkK88YZt/ZAQ++1v39a3ny5d5Ger98F2gAVVQT4nYkGeiEyzaZMssOQU6emy0GFGc25Hyo+mUqjSIznZtp1jnvbu1f5RXrJE1ppk5w0HIESBArJG1rEwfvSoEKVLy9fPPWffPNroza0yrVplXzNy7Ji80TlxQogPPvAuzYgI2Qza35+Tu2aqetN4/nnbaz2FacBzzdfHHwvRtausjdq0KfvPH18n5aYXEOK99wKTh6JFzU/z11/lubF0aeA/YzOnUaPkcWVkCFG/vv7z2HH6+efAHwunwE1Grpu+TocOBe44O3SQD8Cy4/PM4ViQ9xEL8kQB9Mcfsi+VctF16F4TVGbOzFk/HuratHr1hJgxQ9Yc79ljWyctTRZyrl93nU5qqqzh3bRJiJdekuuqmzsDspm2FqXP5nffCdGunfOP7OHDsiY8I0PWAgb6JoqTd5Or389A5UfdIkFhdl9us6dPP3XuA/vPP0IoLRcfekiud/Jk4PPqavrpJ+fvfd062+sTJ7TPD3f9kLUmdRwMbyelaXK+fK7XefFF2X/899/l+wcflF1jXK1/7ZoQCxd6n6cHHgjs/w2nwE+Ozeo5+TZdver63iaHYEHeRyzIEwWIVlNqwLym2tlNfQznzpnfrOv2bWOfzZYtrn/ctPKsuHVLiH79ZLN5vT+WVarY7zsjQ4iaNY394Oa2Grq8No0ZIwtq/8W9cfn/7e+pWjXX/xPHjwf+c3I1GVG9utxGCUCoTDNmOKdrsWT/MTjOu3lT+9p1xx1yHa0Ad0WKyIKz8r52bbmNOh3HOA/Xr8uHShkZMhCdu7xevy670jj2Efb0nbhqOWRkevppIVq1cp5/9Kjcx/ffOy9TP7zwR9yC3D7973/O5yYnc6effgp8HhynBx80dm0NABbkfcSCPFEAWK1C/PWX9oW3SBFZu+2to0dl9FzHJu7+ekBw4oQsPGgdixLkSy0z03OAMEdJSUKULCmjYut1333uf+AcIyIfPy63cxUV1tN07pwQs2fLBw7z5/vvh/nRR2W/6kDfIBiZrlzRF4E5t0yvvRaY/U6a5Dnasp4gf9k9Kf97emVkyNpfIWxpTJwo3yvB++69V75fssTcvD70kAwo5Tj/kUds+VPPdyc1VQbQEsJWQ96okewSokSh3rRJxnjw9Hk4cuzf/9RT9u/Vvwfq+W+9JacvvnC9L28/O6XFgpK/77+X181PP3WOuq3e7q+/tI/v2Wf173vUqMCf595MWucaIIOhedp20SL5W3vqlO1zc3z4pXdau9b4Nm3aBP7zy85JCCEiIwOfD6185WAsyPuIBXkiA27c8H5bJdBK795ClC3r+eLbrJl3+1GnkZgob3iGDfPton77tpyOHrVFfE1N1Rd8RWG12t8Efvqp5/1euSKbCb/9tr78Hzwo+70JYby/dtGicjtffzQjIuSDFH//KAf65sDIlJlpHygqJ029e8vaSWUYoUcftY9loJ6aNg18fvWcG554qq11nCZM0Leeul+73mnzZv351pKYKIePcjU01Zkztn2dOiVjWnj7+aoDGyqxGywW2SRc/dtw5Ii8Bnz3nf7juHFDDiGWlubVx6BJnXerVQ5hCMj+uWrqUQf0fB/KKBV16+r73JSHLkZ8+618eKtndIvUVCHGjZMPhObNE6JUKSF+/NH5f+Ppp+Xr8ePlEJn588s4H4H+v3U1nT4th0NU3mvFevnuO+ftrl6VkeS1eHsdFkL+tqakaMeO0BqJQfmfTE21dV+7csWcz+aJJ+xbrPg6CSGHHgTkuTN5ssxzWprzunfc4TzU39df2z7j2Fj/xmeZPt32unlzfceWg7Eg7yMW5CkopaVlfxN05aLYt69v2xv9cdGjTx95Q5mY6DnNhx6SBfs//pDbxsXJG3BXtT5aw7G4qiXQmg4csB+OSs/xWa1yO61tFi8W4vx55226dbOt420/2pw+LNQvv7g/r1wF76lTx/n7U4br8feUL58tr599Zm7aN2/K8/fyZe/T2LpV+xyMjZW1hTduyJql5s3lDbKvXSDMupHVmoxylc7587KLSWqqrWVPiRLu962Mt52eLsdwv3BBvm/WTC5ft057v9nh119tD/iEEGLfPnn9M/r5uoulkRNpxS3RGprq9m35G/Lii8Z+V61W51EVzDgvzbJtmwz6qOZqXHh1fk+fFuLzz10fT7NmsjDboIHz/7PVaqyf98KFcv/qFmKjRukfnlKhFPi7dvW8rp58zZ1re63cKygSEuy7P7z0km3Z4cNCvPyy+wCzaWnaXSu8udZ17myb5xjUc9UqGVBO/aDq5Ze9O0fVn4fi2jV5z6UerlJhtcrf3fvvtw2fZ+Z1/tYteZ3VM6KN0RaQ2YwFeR+xIE9BRx20ydVyLdev63u6v2WLrVBYvrws3E2a5HwhzcgQokULGdX7+HH5Y6YEFrFa5VP/WbPke2+b2iYkyNqmK1ec83nkiByP1pcapkWL7N+r+6FPnCjE66+77gJgxvTPP/Y3BDdvygKUnm2VIIHugi/ltkmL4/KPPpLn4ldf2eY79sEdPlw7LT0B0SpX9rxO/vy2165qGDMyZCAzdY2TL5+H1ep6HOqKFWUNHCCHTdu9WxbQlbF5veFLnjdvlv9fjg8gZs+2vU5IsK/5mjVLDq/nmJ4y1vuMGcaPIT1d3vx+8YXn88zdGN+vvGJsv506ye1WrTKeZzMp+VcHm3M1dFXTpoHNq7f8MWKHI0/B+oJBZqYc2nLcONs85Zrh6Xhef915mXr9f/+VQVY3bnS9//37ZYHP1VB+Zho3zpY3pbVe2bL2/+O3btlaXrhy/botroE3Ll607U8dFFJrUncnmzvXPp1335XflRC2e6/vv7dfJyHBdiyOaR886Dmv6uFDjXI3RGdYmPuWBbVqyfuku++Wx+gYMFMIIVq3tq2vxA9RT1r3jzkIC/I+YkGegsLt27KP7cGDQvzwg+0C9c038gZXaUamjMHZq5e8WQeEGDvWvr/g8eOum2HqLRQnJdk/5VVPVqvcp/J+yBDP6bkLzKZMZ8/KoXn8Oc5rqVJCtG3r3z7e7qawsMDsNzunnj3d12726OF6mZYdO+SyCRPs5yvnfJkyzv1lHWtYtCQkyP+7c+dk4D51V4i0NPfRqZcv95y+mnrbDh3kX1dxF5Qpf37ttC5fljWRH31kW9do7ZYefft69/27O3Yh5MMspfClFPTHjLGtX6WK8zZaNUJGqMdhjonRXsfxuvPee/LBj6smvO7cuiVbzQTayZOylYt65BAhbJ/niRPyQRO5l5Hh/ncuWGk9xFa6YKllZsqHc0lJtnnqbVJSsi/PeqSlyZZFSgwb9f3Q9evarTb8ZedOmRch7D+z8eNtcQCiouRn/L//yfm+Uu/HyMPc+fPt4zzo5a6lpFLIdrVcq/Who7Nn5UPePXvkwxHH4Tr98ftnIhbkfcSCPAXUr7/KwqNWUDS1Tz6xv4F0dbOg92a6dm3ZrxGwDwrnrtZJPRUp4nqZN/1ohZBNAL0pGHDSN9WqJQNJGd3OrH7R6qf+6kBFngqEQsjaCncFHz0/1FevyvHf1c0gfXHrli2PzZrJliPqPBuxcaPcrls3+V6pOVFq9pWhx6pVkw/QOncOfHNBPU0aHafHH3dO599/ZY22Y7AvV9QP2apWNedYbt+WQZqiolzXwFmtQixYoK/2KthYrfI3RqvrCumnPtd79JDX29OnA50r71mt8n82IkI+tNq7V/9DM+Wa5s31MK9Snz9KSy6r1fxr/Z49tt/27KIcV5cutuEc1eeG+thnzfL93FFaO7Rtm+NHQjJSDrUIIQTITkpKCiIiIpCcnIxixYoFOjuUG125Anz+OTBoEOB4jlksttfqf8/MTCAkxPa+XTvgl1/c7ycuDqhSxbs8pqcDYWHebeur7duBe+8FfvsNaNMmMHnIzRo1AmJibOfakSNA3br6t9+0CQgPB65fBzp3Bg4fBjZuBIYMMZaPjAz7c3r7dpmn1q2B0FDb/GHDgClT5OsPPgBGjza2n+x27hxQqZI8lpgYoEIFIDLSeDqxsXJbx/9DIWTa168DBQsC+fKZkm1TqK9fjqZOBaxW4KmngD//BL7/Xs4rWNC3fd64ARQuLF//+SfQrJlv6SnS0+Vnmz+/OelR3uPq95xIj+w8f6zW7P0tKVAASEsDTp4EqlcH/voLiIoCSpWSy+Pj5e9fp07Ajz8C774L1K8P9Ovn/T6Vz9Dd71QOYKQcyoK8BhbkHaSmAjdvAmXL+p5WRob8R1LfpJvh00+BO++UhQqFY8HXF1YrsHkz0LQpULo0sHu3vPgULQo0bmwrLGdkAOPGAQ88IAvarrgrrKtvGosVAy5elIUmAPj9d6BFC+c0covChYGUFNuPSWKidwUgcm/RIuCxx+znpabaHip17CgL6466dJHn+uefOy8TAjh0SP4gT54MjB3rvM7p0/LHu0IF+aBm+3bXeVSf3wcOAA0ayNfHjgE1a7o9PAog9ff277/yvKpe3f/7tVrlvnPjdZGC148/Al27ynuGu+8OdG4o2KSnA199BTz4IFC5cqBzY66rV4FLl+S9O9kxVA71c+uAoJRrmtYnJ8vgFjdvyvd79siIkZ6adX3yiS24yN69tuYsevrN/PuvrclKaqr98DOZmTLoROXKsv+R0vTVavWtv8quXbY8Ks2NDh4UIiREiA8/dL1dRoYQy5bJ/q6eqJuxL17s3DxUOc7Bg103/8nMlOMZO0YGVlMPoeFueustc5o257RJq2+pmekLYd/8Vxmn2Kzp22/t31eubD9POe9dRazXM9WtKwO93LypHT1fz+QqSnFmpvx/VPcPVqb+/T3/nyisVtu1oH9/uf2ff+rfXgj7ADVxcXLS04+dAkuJyK78vxEREZFu7CPvo6ApyFutslBy7ZqMuPncc/Z9lTp2lDdTr78u36tvytevl/1Lt22TfS137JBDX6ijZP75p3YhYOpU7fwoQxC99pr9WNr798vljmOYAjIYitIvW+tG/+pV2xjdapmZsm9o3bpCvPOOLb3//c/5WIWQwTO++872UOPcOSEGDdJ/w6m3kKh+36mTc8HO1TRypAwiZGah0l/TjRv2Y7CbObly/bptPFMjU5ky2un/8os8V/SM+e5pslplwD3lIYTW/lz1xzp61LbulCme97Vrl3MaV6/Kvodjxsgo3Y55e/dd/Z+zu3Nez+gGrnjTH81ofilnSE8XYuhQ7wIgERER5XEsyPsoaAryWmOVDh0qh2RwDBL2zz/mFri0gpuol9eoYf9ea4ggTwU5de20Yw2iu4jmjuMyX70qxzwGhHj+eee8AvJhQKdOtoK+2o0bMrCLmZ9fME7qIWDULTV++831Np6i0//5p/zMR4yQNa7uHD/uPq1y5ZyHClNHJnfVokS9fkqK/Bsebj8SgKvpqaec09uwQZ5vyrB7nlittgi5ypjMqanOw3ANGaIvvUuXZOFdebCgHJMy6WmBIoR8OPDBBzKd48f1bWMmV9cFIiIiolyKwe58FDR95I30BZw4ERg50rx9T5wIjBjhfX5cycgAVq+W/cuVgBeALfjZ+fNARIQMkPTee/rSbNUK2LXL9l4I13mdNAl4+21g3jzgmWeATz4BXn/d++PJqR5+GBg4UL7u1cvz+jNnAi+/bHufmSmD0FWsCHz3nQyWtn+/DK53+zYwapRc79Yt+T5/frnegAH2cQuMXn7U39uNG8AbbwCFCgE9egDt2zuvI4TMw5UrQPny7tOsVQs4elSuGx4u+3J7irEQGyuDs/iL+liuXbMF9PI2nchIICHB93xlBwaJIiIiojyGwe58lCsL8v4UEwMkJwP33eff/dx9N7Bnj+/pDBkCTJvmevm2bf4/lux27JgMmtKgAbB4MdC/v5zvGFxPS3q68eCEFy/Kv2XKOC+zWoEdO4CWLW1B/PR66CFg7Vr3gYM6dwZ++km+1nN5278fOHhQPmTQ0rChDLamWL4c6NNHf/q+mD8fePpp7QdnRqxbJyO9L1ggjycYsCBPREREeQwL8j4KmoL80KHuC6QUvEaPlgW3IkW8T+PIEaBOHfnaU2Hc8aFQSIgs5D/xhCz8BRMhgH37gNq1fR/WCpDDqnXqZJ/+lSuyZUhOGvYrtzl+XA5DN3Ys8Oqrgc4NERERkd8ZKYfyLjSYdesW6BzkXY89BmzZIpv4+0Pv3rIZddWqntdVCtrffSdr2wFZCKpdW47ReeuW5xr1cuVsr69ftw0TGGyFeEA+lGjSxJxCPCCHYuveXTbNv3JFzitRgoV4f6tZUw5Nw0I8ERERkRPWyGsImhr5CxdkH2V/OHQIqFdPvrZYvG/a2r8/sGSJefkKtHr1ZDNstVWrnPuZT5gAvPOO7b0QslvA1au22t1Ro2Qf6/vvB559Vha8GzSQY9Wrm1HHxQErV8ouAVqEkDXuYWHeH9fy5UDfvrb0iIiIiIgoWxkph3roHEs5WoUK/ku7bl3b6zlzZJ/gnj2BrVs9bzt2rJwAWUP86acyjfbtgUaNZBCxnOD2bRk8T0+tt+LBB53nPfywLPw+84wMkhcfL2u4CxeWxz9mjFxP6dO9a5es2e3SxZbGM8+43meVKs55TE2VtcTKAwRfCvGADBbXuHHw9J8mIiIiIsrDWCOvIWhq5AHtgHfdu8vI74CM7P7++8bSXLNGNts/d07WIvfqZduP1eo5kndGBvDrr0CxYrKJsyMlknihQsby5cnJkzKA2v33A99+C/z2G3DPPa7XV5/6O3bIqPiunDkDrF8vA4+Z1WTbiFu3bPudO1fW4BMRERERUa7BPvJ5yfnzttcnTgBLl8qm3kLIQnf37vbrT50KXL4sh+1SKLXMK1fK7ZS+95UrA488Yv+wwFO/4JQUWdBv1067EA/I9BwLw/Hx2utOn+68rSvVq8to6cuWyeNo3VrWumtRD20HaBf4mzeXaWVmyhrxV14JTCEekK0YkpJkv/ynnw5MHoiIiIiIKEdgQT7YVagg+0cLAdx5J9Cvn62wbbEAlSrZr9+ypQzUNXWqXN6njxzOy2qVTcSNevNN2+vXXweKFtW/rTJEGCCboitDeqk1bixr+IcPB378Edi50375zJny78mT2vvIn9/WJ12dV8f18+WTfdFHj5ZD6Sl92vv2zTlBzUqWlK0Nckp+iIiIiIgoINi0XkNQNa3XY/RoOR71rFlyHG5fqWvFMzNlATw9XTbJN0II4MsvZYC3Fi3kw4QPPpD98Ldvl+scPGgLuqe1fz2nb1qaHAe8aVMWgomIiIiIKEfiOPI+ynUFebO98QbwyScyYv4//5if/vvv24LlaZ2e774rC/x798rCORERERERUZBjH3nyr+nTgX37gFOn/JN+ZKT75ePGyQI+C/FERERERJQHcfg5Ms5ikcPI+cszzwC//w5ER/tvH0REREREREGKBXnKecLCZJ9+IiIiIiIicsKm9URERERERERBhAV5IiIiIiIioiDCgjwRERERERFREGFBnoiIiIiIiCiIsCBPREREREREFERYkCciIiIiIiIKIizIExEREREREQURFuSJiIiIiIiIgggL8kRERERERERBhAV5IiIiIiIioiDCgjwRERERERFREMkf6AzkREIIAEBKSkqAc0JERERERER5gVL+VMqj7rAgryE1NRUAULly5QDnhIiIiIiIiPKS1NRUREREuF3HIvQU9/MYq9WKCxcuoGjRorBYLIHOjlspKSmoXLkyzp07h2LFigU6OxQkeN6QN3jekDd43pA3eN6QN3jekDdy0nkjhEBqaioqVKiAfPnc94JnjbyGfPnyoVKlSoHOhiHFihUL+IlHwYfnDXmD5w15g+cNeYPnDXmD5w15I6ecN55q4hUMdkdEREREREQURFiQJyIiIiIiIgoiLMgHufDwcLz33nsIDw8PdFYoiPC8IW/wvCFv8Lwhb/C8IW/wvCFvBOt5w2B3REREREREREGENfJEREREREREQYQFeSIiIiIiIqIgwoI8ERERERERURBhQZ6IiIiIiIgoiLAgH8RmzpyJatWqoUCBAmjWrBl27NgR6CxRgIwdOxYWi8VuKleuXNZyIQTGjh2LChUqoGDBgrjvvvtw6NAhuzTS0tLw2muvoXTp0ihcuDC6d++Of/75J7sPhfzsl19+wUMPPYQKFSrAYrHg+++/t1tu1rly5coVDBw4EBEREYiIiMDAgQNx9epVPx8d+Yun8+app55yuga1bNnSbh2eN3nLxIkT0bx5cxQtWhRly5ZFz549cezYMbt1eL0hR3rOG15vSMusWbPQsGFDFCtWDMWKFUOrVq3w448/Zi3PjdcbFuSD1LJlyzB48GCMGjUKMTExaNu2Lbp06YK4uLhAZ40CpF69eoiPj8+aDhw4kLVs8uTJmDp1Kj799FP88ccfKFeuHDp27IjU1NSsdQYPHoxVq1Zh6dKl+PXXX3Ht2jV069YNmZmZgTgc8pPr16+jUaNG+PTTTzWXm3WuDBgwAPv27cOGDRuwYcMG7Nu3DwMHDvT78ZF/eDpvAKBz585216D169fbLed5k7ds374dgwYNwu+//45NmzYhIyMD0dHRuH79etY6vN6QIz3nDcDrDTmrVKkSJk2ahD///BN//vkn7r//fvTo0SOrsJ4rrzeCgtLdd98tXnrpJbt5tWvXFiNGjAhQjiiQ3nvvPdGoUSPNZVarVZQrV05MmjQpa96tW7dERESE+Pzzz4UQQly9elWEhoaKpUuXZq1z/vx5kS9fPrFhwwa/5p0CB4BYtWpV1nuzzpXDhw8LAOL333/PWmfXrl0CgDh69Kifj4r8zfG8EUKIJ598UvTo0cPlNjxvKDExUQAQ27dvF0LwekP6OJ43QvB6Q/qVKFFCzJ07N9deb1gjH4TS09Oxd+9eREdH282Pjo7Gzp07A5QrCrQTJ06gQoUKqFatGh599FGcPn0aAHDmzBkkJCTYnS/h4eFo165d1vmyd+9e3L59226dChUqoH79+jyn8hCzzpVdu3YhIiICLVq0yFqnZcuWiIiI4PmUi23btg1ly5ZFzZo18fzzzyMxMTFrGc8bSk5OBgCULFkSAK83pI/jeaPg9YbcyczMxNKlS3H9+nW0atUq115vWJAPQpcuXUJmZiYiIyPt5kdGRiIhISFAuaJAatGiBRYuXIiffvoJc+bMQUJCAlq3bo2kpKSsc8Ld+ZKQkICwsDCUKFHC5TqU+5l1riQkJKBs2bJO6ZctW5bnUy7VpUsXfPPNN/j5558xZcoU/PHHH7j//vuRlpYGgOdNXieEwNChQ9GmTRvUr18fAK835JnWeQPwekOuHThwAEWKFEF4eDheeuklrFq1CnXr1s2115v82b5HMo3FYrF7L4Rwmkd5Q5cuXbJeN2jQAK1atUL16tWxYMGCrAAw3pwvPKfyJjPOFa31eT7lXv369ct6Xb9+fdx1112IiorCunXr0KtXL5fb8bzJG1599VXs378fv/76q9MyXm/IFVfnDa835EqtWrWwb98+XL16FStWrMCTTz6J7du3Zy3Pbdcb1sgHodKlSyMkJMTpyU9iYqLTkybKmwoXLowGDRrgxIkTWdHr3Z0v5cqVQ3p6Oq5cueJyHcr9zDpXypUrh3/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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get example finger tapping dataset\n", - "\n", - "rec = datasets.get_fingertapping()\n", - "rec[\"od\"] = cedalion.nirs.int2od(rec[\"amp\"])\n", - "\n", - "# Plot some data for visual validation\n", - "f,ax = p.subplots(1,1, figsize=(12,4))\n", - "ax.plot( rec[\"amp\"].time, rec[\"amp\"].sel(channel=\"S1D1\", wavelength=\"850\"), \"r-\", label=\"850nm\")\n", - "ax.plot( rec[\"amp\"].time, rec[\"amp\"].sel(channel=\"S1D1\", wavelength=\"760\"), \"r-\", label=\"760nm\")\n", - "p.legend()\n", - "ax.set_xlabel(\"time / s\")\n", - "ax.set_ylabel(\"Signal intensity / a.u.\")\n", - "\n", - "display(rec[\"amp\"])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Calculating Signal Quality Metrics and applying Masks\n", - "\n", - "To assess channel quality metrics such as SNR, channel distances, average amplitudes, sci, and others, we use small helper functions. \n", - "As input, the quality functions should also expect thresholds for these metrics, so they can feed back both the calculated quality metrics as well as a mask. The masks can then be combined and applied - e.g. to prune channels with low SNR.\n", - "The input and output arguments are based on xarray time series, quality parameters / instructions for thresholding. \n", - "The returned mask is a boolean array in the shape and size of the input time series. It indicates where the threshold for our quality metric was passed (\"True\") and is False otherwise.\n", - "Masks can be combined with other masks, for instance to apply several metrics to assess or prune channels. At any point in time, the mask can be applied using the \"apply_mask()\" function available from cedalion's the xrutils package. \n", - "\n", - "If you are a user who is mainly interested in high-level application, you can skip to the Section \"***Channel Pruning using Quality Metrics and the Pruning Function***\" below. The \"prune_ch()\" function provides a higher abstraction layer to simply prune your data, using the same metrics and functions that are demonstrated below. \n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Channel Quality Metrics: SNR" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mask collapsed to channel dimension\n", - "channels that were masked according to the SNR threshold: ['S4D4' 'S5D7' 'S6D8' 'S8D8']\n" - ] - }, - { - "data": { - "text/html": [ - "
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<xarray.DataArray (channel: 24, wavelength: 2, time: 23239)> Size: 9MB\n",
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-       "  * time        (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n",
-       "    samples     (time) int32 93kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238\n",
-       "  * channel     (channel) object 192B 'S1D1' 'S1D2' 'S1D3' ... 'S8D7' 'S8D16'\n",
-       "    source      (channel) object 192B 'S1' 'S1' 'S1' 'S1' ... 'S7' 'S8' 'S8'\n",
-       "    detector    (channel) object 192B 'D1' 'D2' 'D3' 'D9' ... 'D15' 'D7' 'D16'\n",
-       "  * wavelength  (wavelength) float64 16B 760.0 850.0\n",
-       "Attributes:\n",
-       "    data_type_group:  unprocessed raw
" - ], - "text/plain": [ - " Size: 9MB\n", - "\n", - "Coordinates:\n", - " * time (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n", - " samples (time) int32 93kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238\n", - " * channel (channel) object 192B 'S1D1' 'S1D2' 'S1D3' ... 'S8D7' 'S8D16'\n", - " source (channel) object 192B 'S1' 'S1' 'S1' 'S1' ... 'S7' 'S8' 'S8'\n", - " detector (channel) object 192B 'D1' 'D2' 'D3' 'D9' ... 'D15' 'D7' 'D16'\n", - " * wavelength (wavelength) float64 16B 760.0 850.0\n", - "Attributes:\n", - " data_type_group: unprocessed raw" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Here we assess channel quality by SNR\n", - "snr_thresh = 16 # the SNR (std/mean) of a channel. Set high here for demonstration purposes\n", - "\n", - "# SNR thresholding using the \"snr\" function of the quality subpackage\n", - "snr, snr_mask = quality.snr(rec[\"amp\"], snr_thresh)\n", - "\n", - "# apply mask function. In this example, we want all signals with an SNR below the threshold to be replaced with \"nan\". \n", - "# We do not want to collapse / combine any dimension of the mask (last argument: \"none\")\n", - "data_masked_snr_1, masked_elements_1 = xrutils.apply_mask(rec[\"amp\"], snr_mask, \"nan\", \"none\")\n", - "\n", - "# alternatively, we can \"drop\" all channels with an SNR below the threshold. Since the SNR of both wavelength might differ\n", - "# (pass the threshold for one wavelength, but not for the other), we collapse to the \"channel\" dimension.\n", - "data_masked_snr_2, masked_elements_2 = xrutils.apply_mask(rec[\"amp\"], snr_mask, \"drop\", \"channel\")\n", - "\n", - "# show some results\n", - "print(f\"channels that were masked according to the SNR threshold: {masked_elements_2}\")\n", - "\n", - "# dropped:\n", - "data_masked_snr_2" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# we can plot the values per channel in a 2D montage\n", - "wl_idx = 0\n", - "# plots._simple_scalp_plot(rec['amp'], rec.geo3d, snr.isel(wavelength=wl_idx), ax, cmap=p.cm.jet, vmin=0, vmax=25, title='SNR ' + str(rec.wavelengths[wl_idx]))\n", - "# plots.scalp_plot(rec, snr.isel(wavelength=wl_idx).values, ax, colormap=p.cm.jet, vmin=0, vmax=25, title='SNR ' + str(rec.wavelengths[wl_idx]))\n", - "\n", - "f, ax = p.subplots(1, 2, figsize=(10, 4))\n", - "for i, wl in enumerate(rec[\"amp\"].wavelength.values):\n", - " plots.scalp_plot(\n", - " rec[\"amp\"],\n", - " rec.geo3d,\n", - " snr.sel(wavelength=wl),\n", - " ax[i],\n", - " cmap=\"RdYlGn\",\n", - " vmin=0,\n", - " vmax=50,\n", - " title=f\"{wl} nm\",\n", - " cb_label=\"SNR\",\n", - " channel_lw=2\n", - " )\n", - "f.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Channel Quality Metrics: Scalp Coupling Index" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "# Here we can assess the scalp coupling index (SCI) of the channels\n", - "sci_threshold = 0.75\n", - "window_length = 5*units.s\n", - "sci, sci_mask = quality.sci(rec[\"amp\"], window_length, sci_threshold)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\avonl\\anaconda3\\envs\\cedalion\\Lib\\site-packages\\xarray\\core\\variable.py:338: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n", - " data = np.asarray(data)\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# we can plot a heat map to visualize the SCI across all time windows and channels\n", - "colors = [\"black\", \"#DC3220\", \"#5D3A9B\", \"#0C7BDC\"]\n", - "nodes = [0.0, 0.75, 0.751, 1.0]\n", - "sci_cmap = LinearSegmentedColormap.from_list(\"sci_cmap\", list(zip(nodes,colors)))\n", - "sci_binary_cmap = LinearSegmentedColormap.from_list(\"sci_binary_cmap\", list(zip([0,0.5,0.5,1],[\"#DC3220\",\"#DC3220\",\"#0C7BDC\",\"#0C7BDC\"])))\n", - "\n", - "# plot the heatmap\n", - "f,ax = p.subplots(1,1,figsize=(17,8))\n", - "\n", - "m = ax.pcolormesh(sci.time, np.arange(len(sci.channel)), sci, shading=\"nearest\", cmap=sci_cmap)\n", - "cb = p.colorbar(m, ax=ax)\n", - "cb.set_label(\"SCI\")\n", - "ax.set_xlabel(\"time / s\")\n", - "p.tight_layout()\n", - "ax.yaxis.set_ticks(np.arange(len(sci.channel)))\n", - "ax.yaxis.set_ticklabels(sci.channel.values);\n", - "\n", - "# plot the binary heatmap\n", - "f,ax = p.subplots(1,1,figsize=(17,8))\n", - "\n", - "m = ax.pcolormesh(sci.time, np.arange(len(sci.channel)), sci>0.75, shading=\"nearest\", cmap=sci_binary_cmap)\n", - "cb = p.colorbar(m, ax=ax)\n", - "p.tight_layout()\n", - "ax.yaxis.set_ticks(np.arange(len(sci.channel)))\n", - "ax.yaxis.set_ticklabels(sci.channel.values);\n", - "cb.set_label(\"SCI > 0.75\")\n", - "ax.set_xlabel(\"time / s\");\n" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ch = \"S3D3\"\n", - "t1,t2 = 100, 1200\n", - "f,ax = p.subplots(2,1, figsize=(17,5), sharex=True)\n", - "ax[0].plot(rec[\"amp\"].time, rec[\"amp\"].sel(channel=ch, wavelength=760), \"r-\")\n", - "ax[0].set_ylabel(\"HbO\", color=\"r\")\n", - "ax02 = ax[0].twinx()\n", - "ax02.plot(rec[\"amp\"].time, rec[\"amp\"].sel(channel=ch, wavelength=850), \"b-\")\n", - "ax02.set_ylabel(\"HbR\", color=\"b\")\n", - "ax[1].plot(sci.time, sci.sel(channel=ch), \"m.-\")\n", - "ax[1].set_ylabel(\"sci\", color=\"m\")\n", - "ax12 = ax[1].twinx()\n", - "ax12.plot(sci_mask.time, sci_mask.sel(channel=ch), \"g-\")\n", - "ax12.set_ylabel(\"sci_mask\", color=\"g\")\n", - "ax[1].set_xlim(t1, t2)\n", - "ax[1].axhline(0.75, c=\"k\", ls=\":\")\n", - "for i in sci.time.values:\n", - " if i < t1 or i > t2:\n", - " continue\n", - " ax[0].axvline(i, c=\"k\", alpha=.2)\n", - " ax[1].axvline(i, c=\"k\", alpha=.2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Channel Quality Metrics: Peak Spectral Power" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "# We can also look at the peak spectral power which takes the peak power of the cross-correlation signal between the cardiac band of the two wavelengths\n", - "psp_threshold = 0.1\n", - "psp, psp_mask = quality.psp(rec[\"amp\"], window_length, psp_threshold)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# We can look at similar heatmaps across time and channels\n", - "# plot the heatmap\n", - "colors = [\"black\", \"#DC3220\", \"#5D3A9B\", \"#0C7BDC\"]\n", - "nodes = [0.0, 0.45, 0.46, 1.0]\n", - "psp_cmap = LinearSegmentedColormap.from_list(\"psp_cmap\", list(zip(nodes,colors)))\n", - "psp_binary_cmap = LinearSegmentedColormap.from_list(\"psp_binary_cmap\", list(zip([0,0.5,0.5,1],[\"#DC3220\",\"#DC3220\",\"#0C7BDC\",\"#0C7BDC\"])))\n", - "\n", - "f,ax = p.subplots(1,1,figsize=(17,8))\n", - "\n", - "m = ax.pcolormesh(psp.time, np.arange(len(psp.channel)), psp, shading=\"nearest\", cmap=psp_cmap)\n", - "cb = p.colorbar(m, ax=ax)\n", - "cb.set_label(\"PSP\")\n", - "ax.set_xlabel(\"time / s\")\n", - "p.tight_layout()\n", - "ax.yaxis.set_ticks(np.arange(len(psp.channel)))\n", - "ax.yaxis.set_ticklabels(psp.channel.values);\n", - "\n", - "# plot the binary heatmap\n", - "f,ax = p.subplots(1,1,figsize=(17,8))\n", - "\n", - "m = ax.pcolormesh(psp.time, np.arange(len(psp.channel)), psp>psp_threshold, shading=\"nearest\", cmap=psp_binary_cmap)\n", - "cb = p.colorbar(m, ax=ax)\n", - "p.tight_layout()\n", - "ax.yaxis.set_ticks(np.arange(len(psp.channel)))\n", - "ax.yaxis.set_ticklabels(psp.channel.values);\n", - "cb.set_label(\"PSP > 0.1\")\n", - "ax.set_xlabel(\"time / s\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Combining SCI and PSP\n", - "We want both SCI and PSP to be above their respective thresholds for a window to be considered clean. We can then look at the percentage of time both metrics are above the thresholds." - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sci_x_psp_mask = sci_mask & psp_mask\n", - "perc_time_clean = sci_x_psp_mask.sum(dim=\"time\") / len(sci.time)\n", - "\n", - "# plot the percentage of clean time per channel\n", - "f,ax = p.subplots(1,1,figsize=(8,8))\n", - "# plots.scalp_plot(rec, perc_time_clean, ax, colormap=p.cm.jet, vmin=0, vmax=1, title='Percentage of clean time')\n", - "# plots._simple_scalp_plot(rec['amp'], rec.geo3d, perc_time_clean, ax, cmap=p.cm.jet, vmin=0, vmax=1, title='Percentage of clean time')\n", - "\n", - "plots.scalp_plot(\n", - " rec[\"amp\"],\n", - " rec.geo3d,\n", - " perc_time_clean,\n", - " ax,\n", - " cmap=\"RdYlGn\",\n", - " vmin=0,\n", - " vmax=1,\n", - " title=None,\n", - " cb_label=\"Percentage of clean time\",\n", - " channel_lw=2\n", - ")\n", - "f.tight_layout()\n", - "\n", - "# we can also plot this as a binary heatmap\n", - "f,ax = p.subplots(1,1,figsize=(17,8))\n", - "\n", - "m = ax.pcolormesh(sci_x_psp_mask.time, np.arange(len(sci_x_psp_mask.channel)), sci_x_psp_mask, shading=\"nearest\", cmap=sci_binary_cmap)\n", - "cb = p.colorbar(m, ax=ax)\n", - "p.tight_layout()\n", - "ax.yaxis.set_ticks(np.arange(len(sci_x_psp_mask.channel)))\n", - "ax.yaxis.set_ticklabels(sci_x_psp_mask.channel.values);\n", - "cb.set_label(\"PSP > 0.1 and SCI > 0.75\")\n", - "ax.set_xlabel(\"time / s\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Channel Quality Metrics: Channel Distance" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "channel distances are: Size: 224B\n", - "\n", - "Coordinates:\n", - " * channel (channel) object 224B 'S1D1' 'S1D2' 'S1D3' ... 'S8D8' 'S8D16'\n", - " source (channel) object 224B 'S1' 'S1' 'S1' 'S1' ... 'S7' 'S8' 'S8' 'S8'\n", - " detector (channel) object 224B 'D1' 'D2' 'D3' 'D9' ... 'D7' 'D8' 'D16'\n", - "mask collapsed to channel dimension\n", - "channels that were masked according to the SD Distance thresholds: ['S1D9' 'S2D10' 'S3D11' 'S4D12' 'S5D13' 'S6D14' 'S7D15' 'S8D16']\n" - ] - }, - { - "data": { - "text/html": [ - "
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'D7' 'D7' 'D7'\n", - " * wavelength (wavelength) float64 16B 760.0 850.0\n", - "Attributes:\n", - " data_type_group: unprocessed raw" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# as above we use three metrics and define thresholds accordingly\n", - "snr_thresh = 16 # the SNR (std/mean) of a channel. \n", - "sd_threshs = [1, 4.5]*units.cm # defines the lower and upper bounds for the source-detector separation that we would like to keep\n", - "amp_threshs = [0.1, 3]*units.volt # define whether a channel's amplitude is within a certain range\n", - "\n", - "# then we calculate the masks for each metric: SNR, SD distance and mean amplitude\n", - "_, snr_mask = quality.snr(rec[\"amp\"], snr_thresh)\n", - "_, sd_mask = quality.sd_dist(rec[\"amp\"], rec.geo3d, sd_threshs)\n", - "_, amp_mask = quality.mean_amp(rec[\"amp\"], amp_threshs)\n", - "# you can also include other masks, e.g. the SCI mask\n", - "\n", - "# put all masks in a list\n", - "masks = [snr_mask, sd_mask, amp_mask]\n", - "\n", - "# prune channels using the masks and the operator \"all\", which will keep only channels that pass all three metrics\n", - "amp_pruned, drop_list = quality.prune_ch(rec[\"amp\"], masks, \"all\")\n", - "\n", - "# print list of dropped channels\n", - "print(f\"List of pruned channels: {drop_list}\")\n", - "# display the new data xarray\n", - "amp_pruned" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Timeseries Quality Metric: Global Variance of the Temporal Derivative" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\avonl\\anaconda3\\envs\\cedalion\\Lib\\site-packages\\xarray\\core\\variable.py:338: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n", - " data = np.asarray(data)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.0, 500.0)" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# we can plot the timeseries of the GVTD to evaluate motion in the data\n", - "gvtd = quality.gvtd(rec[\"amp\"])\n", - "f, ax = p.subplots(1,1, figsize=(12,4))\n", - "ax.plot(gvtd.time, gvtd)\n", - "ax.set_xlabel(\"time / s\")\n", - "ax.set_title(\"Global Variance of Temporal Derivative\")\n", - "ax.set_xlim(0, 500)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/22_motion_artefacts_and_correction.ipynb b/examples/22_motion_artefacts_and_correction.ipynb deleted file mode 100644 index cade340..0000000 --- a/examples/22_motion_artefacts_and_correction.ipynb +++ /dev/null @@ -1,2363 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Motion Artefact Detection and Correction (WIP / in validation)\n", - "The same xarray-based masks can be used for indicating motion-artefacts. The example below shows how to checks channels for motion artefacts using standard thresholds from Homer2/3. The output is a mask that can be handed to motion correction algorithms" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import cedalion\n", - "import cedalion.nirs\n", - "import cedalion.sigproc.quality as quality\n", - "import cedalion.sigproc.motion_correct as motion_correct\n", - "import cedalion.xrutils as xrutils\n", - "import cedalion.datasets as datasets\n", - "import xarray as xr\n", - "import matplotlib.pyplot as p\n", - "import cedalion.plots as plots\n", - "from cedalion import units\n", - "import numpy as np\n", - "from matplotlib.colors import LinearSegmentedColormap" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get example finger tapping dataset\n", - "\n", - "rec = datasets.get_fingertapping()\n", - "rec[\"od\"] = cedalion.nirs.int2od(rec[\"amp\"])\n", - "\n", - "# Plot some data for visual validation\n", - "f,ax = p.subplots(1,1, figsize=(12,4))\n", - "ax.plot( rec[\"amp\"].time, rec[\"amp\"].sel(channel=\"S3D3\", wavelength=\"850\"), \"r-\", label=\"850nm\")\n", - "ax.plot( rec[\"amp\"].time, rec[\"amp\"].sel(channel=\"S3D3\", wavelength=\"760\"), \"r-\", label=\"760nm\")\n", - "p.legend()\n", - "ax.set_xlabel(\"time / s\")\n", - "ax.set_ylabel(\"Signal intensity / a.u.\")\n", - "\n", - "display(rec[\"amp\"])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Detecting Motion Artifacts and generating the MA mask" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (channel: 28, wavelength: 2, time: 23239)> Size: 1MB\n",
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-       "Coordinates:\n",
-       "  * time        (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n",
-       "    samples     (time) int64 186kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238\n",
-       "  * channel     (channel) object 224B 'S1D1' 'S1D2' 'S1D3' ... 'S8D8' 'S8D16'\n",
-       "    source      (channel) object 224B 'S1' 'S1' 'S1' 'S1' ... 'S8' 'S8' 'S8'\n",
-       "    detector    (channel) object 224B 'D1' 'D2' 'D3' 'D9' ... 'D7' 'D8' 'D16'\n",
-       "  * wavelength  (wavelength) float64 16B 760.0 850.0
" - ], - "text/plain": [ - " Size: 1MB\n", - "array([[[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True]],\n", - "\n", - " [[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True]],\n", - "\n", - " [[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True]],\n", - "\n", - " ...,\n", - "\n", - " [[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True]],\n", - "\n", - " [[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True]],\n", - "\n", - " [[ True, True, True, ..., True, True, True],\n", - " [False, False, False, ..., True, True, True]]])\n", - "Coordinates:\n", - " * time (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n", - " samples (time) int64 186kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238\n", - " * channel (channel) object 224B 'S1D1' 'S1D2' 'S1D3' ... 'S8D8' 'S8D16'\n", - " source (channel) object 224B 'S1' 'S1' 'S1' 'S1' ... 'S8' 'S8' 'S8'\n", - " detector (channel) object 224B 'D1' 'D2' 'D3' 'D9' ... 'D7' 'D8' 'D16'\n", - " * wavelength (wavelength) float64 16B 760.0 850.0" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# we use Optical Density data for motion artifact detection\n", - "fNIRSdata = rec[\"od\"]\n", - "\n", - "# define parameters for motion artifact detection. We follow the method from Homer2/3: \"hmrR_MotionArtifactByChannel\" and \"hmrR_MotionArtifact\".\n", - "t_motion = 0.5*units.s # time window for motion artifact detection\n", - "t_mask = 1.0*units.s # time window for masking motion artifacts (+- t_mask s before/after detected motion artifact)\n", - "stdev_thresh = 4.0 # threshold for standard deviation of the signal used to detect motion artifacts. Default is 50. We set it very low to find something in our good data for demonstration purposes.\n", - "amp_thresh = 5.0 # threshold for amplitude of the signal used to detect motion artifacts. Default is 5.\n", - "\n", - "# to identify motion artifacts with these parameters we call the following function\n", - "ma_mask = quality.id_motion(fNIRSdata, t_motion, t_mask, stdev_thresh, amp_thresh)\n", - "# it hands us a boolean mask (xarray) of the input dimension, where False indicates a motion artifact at a given time point.\n", - "\n", - "# show the masks data\n", - "ma_mask" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The output mask is quite detailed and still contains all original dimensions (e.g. single wavelengths) and allows us to combine it with a mask from another motion artifact detection method. This is the same approach as for the channel quality metrics above.\n", - "\n", - "Let us now plot the result for an example channel. Note, that for both wavelengths a different number of artifacts was identified, which can sometimes happen:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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7gQAAAGaYPnMTERGhefPm1dk+c+ZMtxQEP8LlF/wT01IA01JOWGFdpsPNOSdPnlRhYaGqqqoctnP5BQAA4E2mw80PP/ygkSNHav369fU+zuUXLgBMS/knpqUApqWcsNK6TPfcTJgwQUePHtWOHTvUokULrV+/XsuWLVPXrl21bt06T9QIAADgMtNnbjZs2KB33nlH1113nQICAhQfH69Bgwapbdu2ysrKsk9PAQAAeIPpMzcnTpxQhw4dJEnt2rXTDz/8IEnq1auXdu3a5d7qAAAATDIdbrp3766vv/5aknT11VfrpZde0uHDh7Vo0SLFxMS4vUD4sJ9a6W1MS/kXpqUApqWcsMK6TH8sNWHCBBUVFUmSpk+frttuu01vvvmmQkJCtHTpUnfXBwAAYIrpcPPggw/a/33NNddo//79+uqrr9SpUydFRka6tTj4Kqal/BLTUgDTUk5YaV2N/p6bc1q2bKlrr73WHbUAAAA0melwYxiGVq1apY0bN6qkpEQ1NTUOj69Zs8ZtxQEAAJhlOtw8/vjjWrx4sQYMGKCoqCjZ/PF8FdyDyy/4JxqKARqKnbDCukyHm7/+9a9as2aNhgwZ4ol6AAAAmsT0KHh4eLguvfRST9QCf8HlF/wTDcUADcVOWGldpsPNjBkzNHPmTJ06dcoT9QAAADSJ6Y+l7rvvPi1fvlwdOnRQ586dFRwc7PA431IMAAC8yXS4GTlypPLz8/XQQw/RUAwAAHyO6XDz3nvv6f3339dNN93kiXrgT+yt9ExL+RWmpQCmpZywwrpM99zExcWpbdu2bitgwYIFSkhIUFhYmJKSkrRlyxan+1dWVmratGmKj49XaGiounTpoiVLlritHgAA4N9Mh5vnn39ekydP1v79+5v84itXrtSECRM0bdo0FRQUKDk5WYMHD1ZhYWGDz7n//vv10Ucf6dVXX9XXX3+t5cuX6/LLL29yLTCBaSn/xLQUwLSUE1Zal+mPpR566CGdPHlSXbp0UcuWLes0FP/4448u/6w5c+ZozJgxGjt2rCQpOztb77//vhYuXKisrKw6+69fv155eXnau3ev2rVrJ0nq3Lmz09eorKxUZWWl/X55ebnL9QEAAP9jOtxkZ2e75YWrqqqUn5+vKVOmOGxPSUnR9u3b633OunXr1Lt3bz377LN644031KpVKw0dOlRPPvmkWrRoUe9zsrKyNHPmTLfUDAAAfJ/pcDNixAi3vHBpaamqq6sVFRXlsD0qKkrFxcX1Pmfv3r3aunWrwsLCtHbtWpWWliojI0M//vhjg303U6dOVWZmpv1+eXm54uLi3LIGAADge5p8VfCm+vUouWEYDY6X19TUyGaz6c0331R4eLik2o+2hg0bpvnz59d79iY0NFShoaHuLxxcW8pfMS0FMC3lhBXWZbqh2F0iIyMVGBhY5yxNSUlJnbM558TExOiSSy6xBxtJ6tGjhwzD0KFDhzxaLwAA8A9eCzchISFKSkpSbm6uw/bc3Fz17du33uf069dPR44c0fHjx+3bvvnmGwUEBKhjx44erRe/wLSUf2JaCmBaygkrrctr4UaSMjMz9corr2jJkiXas2ePJk6cqMLCQqWnp0uq7ZdJS0uz7//AAw+offv2GjVqlL788ktt3rxZf/rTnzR69OgGG4oBAMCFxXS4GT16tCoqKupsP3HihEaPHm3qZ6Wmpio7O1uzZs3S1Vdfrc2bNysnJ0fx8fGSpKKiIofvvGndurVyc3N19OhR9e7dWw8++KDuuusuzZ071+wyAACARZluKF62bJlmz56tNm3aOGw/deqUXn/9ddPfFpyRkaGMjIx6H1u6dGmdbZdffnmdj7LgJT91m9loKPYvNBQDNBQ7YYV1uRxuysvLZRiGDMNQRUWFwsLC7I9VV1crJydHHTp08EiRAAAArnI53ERERMhms8lms6lbt251HrfZbHxZ3gXCoKHYP9FQDNBQ7ISV1uVyuNm4caMMw9DAgQO1evVq++UPpNrJp/j4eMXGxnqkSAAAAFe5HG769+8vSdq3b586derU4BftAQAAeJPpaakNGzZo1apVdba/9dZbWrZsmVuKAgAAaCzT4Wb27NmKjIyss71Dhw56+umn3VIU/ASXX/BPTEsBTEs5YYV1mQ43Bw4cUEJCQp3t8fHxDt9JAwAA4A2mw02HDh30+eef19n+2WefqX379m4pCj6uKdNS8B6mpQCmpZyw0rpMh5vf/e53Gj9+vDZu3Kjq6mpVV1drw4YNevzxx/W73/3OEzUCAAC4zPQ3FD/11FM6cOCAbrnlFgUF1T69pqZGaWlp9NwAAACvMx1uQkJCtHLlSj355JP67LPP1KJFC/Xq1ct+PSgAAABvMh1uzunWrVu931SMC4i9lZ5pKb/CtBTAtJQTVlhXo8LNoUOHtG7dOhUWFqqqqsrhsTlz5rilMAAAgMYwHW4++ugjDR06VAkJCfr666+VmJio/fv3yzAMXXvttZ6oET7Hh6Zu4DqmpQCmpZyw0rpMT0tNnTpVkyZN0j/+8Q+FhYVp9erVOnjwoPr376/77rvPEzUCAAC4zHS42bNnj0aMGCFJCgoK0qlTp9S6dWvNmjVLzzzzjNsLBAAAMMN0uGnVqpUqKyslSbGxsfruu+/sj5WWlrqvMvg+Lr/gn2goBmgodsIK6zLdc3PjjTdq27Zt6tmzp+644w5NmjRJu3fv1po1a3TjjTd6okYAAACXmQ43c+bM0fHjxyVJM2bM0PHjx7Vy5UpddtlleuGFF9xeIHxQQ91lATQU+zQaigEaip2w0rpcCjdz587VI488orCwMAUFBalXr16SpJYtW2rBggUeLRAAAMAMl3puMjMzVV5eLklKSEjQDz/84NGiAAAAGsulMzexsbFavXq1hgwZIsMwdOjQIZ0+fbrefTt16uTWAgEAAMxwKdz827/9m8aNG6fHHntMNptN1113XZ19DMOQzWZTdXW124uEj/qpld7GtJR/YVoKYFrKCSusy6Vw88gjj2j48OE6cOCArrzySn344Ydq3769p2sDAAAwzeVpqTZt2igxMVGvvfaa+vXrp9DQUE/WBV/mS1M3cJ0v/d54j8BLmJZqmJXWZXoU/Ny3EwMAAPgil8JNu3bt9M033ygyMlIXXXSRbE5i3I8//ui24gAAAMxyKdy88MILatOmjf3fzsINAACAN7kUbn75UdTIkSM9VQv8DdeW8k9MSwFMSzlhhXWZvnBmYGCgSkpK6mwvKytTYGCgW4oCAABoLNPhxmggylVWViokJKTJBcEPNPCxpI1pKd/GtBTAtJQTVlqXy9NSc+fOlVT7B+yVV15R69at7Y9VV1dr8+bNuvzyy91fIQAAgAkuh5tzV/w2DEOLFi1y+AgqJCREnTt31qJFi9xfIQAAgAkuh5t9+/ZJkgYMGKC1a9cqIiLCUzXBX9g/oqSh2K/QUAzQUOyEFdZlqufmzJkzOnDggI4cOeKpegAAAJrEVLgJDg5WZWUl33NzofOlxlS4zpd+b7xH4CU0FDfMSusyPS01btw4PfPMMzp79qwn6gEAAGgS09eW+vjjj/XRRx/pgw8+UK9evdSqVSuHx9esWeO24gAAAMwyHW4iIiJ07733eqIWAACAJjMdbl577TVP1AF/9FMrvY3LL/gXpqUApqWcsMK6TPfcAAAA+DLTZ24kadWqVfrv//5vFRYWqqqqyuGxXbt2uaUw+C7Dl6Zu4Dpf+r3xHoGXMC3VMCuty/SZm7lz52rUqFHq0KGDCgoKdP3116t9+/bau3evBg8e7IkaAQAAXGY63CxYsECLFy/WvHnzFBISosmTJys3N1fjx4/XsWPHPFEjAACAy0yHm8LCQvXt21eS1KJFC1VUVEiSHn74YS1fvty91QEAAJhkOtxER0errKxMkhQfH68dO3ZIqr32lOHPrdUwz5WWeqalfA/TUgDTUk5YYV2mw83AgQP17rvvSpLGjBmjiRMnatCgQUpNTdVvf/tbtxcIAABghulpqcWLF6umpkaSlJ6ernbt2mnr1q266667lJ6e7vYC4YN8aeoGrvOl3xvvEXgJ01INs9K6TIebgIAABQT8fMLn/vvv1/333+/WogAAABqLL/EDAACWQrhB49m7zWgo9is0FAM0FDthhXURbgAAgKUQbtAIPtSYCtfRUAzQUOyEldZFuAEAAJZiOtx8//33evjhhxUbG6ugoCAFBgY63AAAALzJ9Cj4yJEjVVhYqH//939XTEyMbP54vgoAAFiW6XCzdetWbdmyRVdffbVbCliwYIH+8pe/qKioSFdccYWys7OVnJx83udt27ZN/fv3V2Jioj799FO31AKTfmqlt3H5Bf/CtBTAtJQTVliX6Y+l4uLi3HYNqZUrV2rChAmaNm2aCgoKlJycrMGDB6uwsNDp844dO6a0tDTdcsstbqkDAABYh+lwk52drSlTpmj//v1NfvE5c+ZozJgxGjt2rHr06KHs7GzFxcVp4cKFTp/3hz/8QQ888ID69OnT5BrQCL40dQPX+dLvjfcIvIRpqYZZaV2mP5ZKTU3VyZMn1aVLF7Vs2VLBwcEOj//4448u/Zyqqirl5+drypQpDttTUlK0ffv2Bp/32muv6bvvvtNf//pXPfXUU+d9ncrKSlVWVtrvl5eXu1QfAADwT6bDTXZ2tlteuLS0VNXV1YqKinLYHhUVpeLi4nqf8+2332rKlCnasmWLgoJcKz0rK0szZ85scr0AAMA/mA43I0aMcGsBv562Mgyj3gms6upqPfDAA5o5c6a6devm8s+fOnWqMjMz7ffLy8sVFxfX+IIBAIBPMx1upNqg8fbbb2vPnj2y2Wzq2bOnhg4daup7biIjIxUYGFjnLE1JSUmdszmSVFFRoZ07d6qgoECPPfaYJKmmpkaGYSgoKEgffPCBBg4cWOd5oaGhCg0NNblCuMSVlnqmpXwP01IA01JOWGFdpsPNP//5Tw0ZMkSHDx9W9+7dZRiGvvnmG8XFxem9995Tly5dXPo5ISEhSkpKUm5urn7729/at+fm5uruu++us3/btm21e/duh20LFizQhg0btGrVKiUkJJhdCgAAsCDT4Wb8+PHq0qWLduzYoXbt2kmSysrK9NBDD2n8+PF67733XP5ZmZmZevjhh9W7d2/16dNHixcvVmFhodLT0yXVfqR0+PBhvf766woICFBiYqLD8zt06KCwsLA62+FhDbXOB5ynpd4fW+6thGkpgGkpJ6y0LtPhJi8vzyHYSFL79u01e/Zs9evXz9TPSk1NVVlZmWbNmqWioiIlJiYqJydH8fHxkqSioqLzfucNAADAL5kON6GhoaqoqKiz/fjx4woJCTFdQEZGhjIyMup9bOnSpU6fO2PGDM2YMcP0awIAAOsy/SV+d955px555BF9/PHHMgxDhmFox44dSk9P19ChQz1RI3yVvduMhmK/4ksNxb9+TaCZ0FDcMCusy3S4mTt3rrp06aI+ffooLCxMYWFh6tevny677DK9+OKLnqgRAADAZaY/loqIiNA777yjb7/9Vl999ZUMw1DPnj112WWXeaI+AAAAUxr1PTeS1LVrV3Xt2tWdtcBfNNA67/DlizZb3XOa/thybyVMSwFMSzlhpXW5FG4yMzP15JNPqlWrVg7f9lufOXPmuKUwAACAxnAp3BQUFOjMmTP2fwMAAPgql8LNxo0b6/03LnS1HzvZuPyCf/G1aSneI/ACpqUaZoV1mZ6WGj16dL3fc3PixAmNHj3aLUUBAAA0lulws2zZMp06darO9lOnTun11193S1Hwca50ndW3jz92pVkJDcUADcVOWGldLk9LlZeX27+0r6KiQmFhYfbHqqurlZOTow4dOnikSAAAAFe5HG4iIiJks9lks9nUrVu3Oo/bbDbNnDnTrcUBAACY5XK42bhxowzD0MCBA7V69WqHC2eGhIQoPj5esbGxHikSAADAVS6Hm/79+0uS9u3bp7i4OAUEmG7XgdW40lLPJIzvYVoKYFrKCSusy/Q3FMfHx+vo0aN69dVXtWfPHtlsNvXs2VOjR49WeHi4J2oEAABwmenTLzt37lSXLl30wgsv6Mcff1RpaanmzJmjLl26aNeuXZ6oEb6GaSn/xLQUwLSUE1Zal+kzNxMnTtTQoUP18ssvKyio9ulnz57V2LFjNWHCBG3evNntRQIAALjKdLjZuXOnQ7CRpKCgIE2ePFm9e/d2a3EAAABmmf5Yqm3btiosLKyz/eDBg2rTpo1bigIAAGgs0+EmNTVVY8aM0cqVK3Xw4EEdOnRIK1as0NixYzV8+HBP1Agf9fM1pZiW8itMSwFMSzlhhXWZ/ljqueeek81mU1pams6ePStJCg4O1h//+EfNnj3b7QUCAACYYTrchISE6MUXX1RWVpa+++47GYahyy67TC1btvREffBFTEv5J6alAKalnLDSukyHm3NatmypXr16ubMWAACAJnM53IwePdql/ZYsWdLoYgAAAJrK5XCzdOlSxcfH65prrpHhz11GcJ+f3gc2Z+8HmkV9Dw3FAA3FTlhhXS6Hm/T0dK1YsUJ79+7V6NGj9dBDDzlcPBMAAMAXuDwKvmDBAhUVFelf//Vf9e677youLk7333+/3n//fc7kXGga6i4LoKHYp9FQDNBQ7ISV1mXqe25CQ0M1fPhw5ebm6ssvv9QVV1yhjIwMxcfH6/jx456qEQAAwGWmv8TvHJvNJpvNJsMwVFNT486aAAAAGs1UuKmsrNTy5cs1aNAgde/eXbt379a8efNUWFio1q1be6pGAAAAl7ncUJyRkaEVK1aoU6dOGjVqlFasWKH27dt7sjb4Oi6/4J+YlgLcOi1lNRfUtNSiRYvUqVMnJSQkKC8vT3l5efXut2bNGrcVBwAAYJbL4SYtLU02f2yZhvs18D5weH8wLeV7mJYCmJZywkrrMvUlfgAAAL6u0dNSAAAAvohwAwAALIVwg8ZzpaWeSRjfw7QU4LZpKSu+da0wLUW4AQAAlkK4gXmutNQzLeV7mJYCmJZywkrrItwAAABLIdwAAABLIdyg8X7qNrPRUOxfaCgGaCh2goZiAAAAH0O4gXk0FPsnGooBGoqdsNK6CDcAAMBSCDcAAMBSCDcAAMBSCDdoAuNX/1vfLhYdJ/BnTEsBTEs5wbQUAACAjyHcwDympfwT01IA01JOWGldhBsAAGAphBsAAGAphBsAAGAphBs0HteW8k9MSwFMSznBtBQAAICPIdzAvAZa520BTEv5NKalAKalnLDSugg3AADAUrwebhYsWKCEhASFhYUpKSlJW7ZsaXDfNWvWaNCgQbr44ovVtm1b9enTR++//34zVgsAAHydV8PNypUrNWHCBE2bNk0FBQVKTk7W4MGDVVhYWO/+mzdv1qBBg5STk6P8/HwNGDBAd911lwoKCpq5cki/bCSmodiv0FAM0FDsBA3FTTRnzhyNGTNGY8eOVY8ePZSdna24uDgtXLiw3v2zs7M1efJkXXfdderatauefvppde3aVe+++24zVw4AAHyV18JNVVWV8vPzlZKS4rA9JSVF27dvd+ln1NTUqKKiQu3atWtwn8rKSpWXlzvc0ERcfsE/0VAM0FDshJXW5bVwU1paqurqakVFRTlsj4qKUnFxsUs/4/nnn9eJEyd0//33N7hPVlaWwsPD7be4uLgm1Q0AAHyb1xuKbb+KhIZh1NlWn+XLl2vGjBlauXKlOnTo0OB+U6dO1bFjx+y3gwcPNrlmAADgu4K89cKRkZEKDAysc5ampKSkztmcX1u5cqXGjBmjt956S7feeqvTfUNDQxUaGtrkegEAgH/w2pmbkJAQJSUlKTc312F7bm6u+vbt2+Dzli9frpEjR+pvf/ub7rjjDk+XCWdcaam36jiBP2NaCmBaygkrTEt57cyNJGVmZurhhx9W79691adPHy1evFiFhYVKT0+XVPuR0uHDh/X6669Lqg02aWlpevHFF3XjjTfaz/q0aNFC4eHhXlsHAADwHV4NN6mpqSorK9OsWbNUVFSkxMRE5eTkKD4+XpJUVFTk8J03L730ks6ePatHH31Ujz76qH37iBEjtHTp0uYu/8LFtJR/YloKYFrKCSuty6vhRpIyMjKUkZFR72O/DiybNm3yfEEAAMCveX1aCgAAwJ0INwAAwFIIN2i8n1rpbUxL+RempQCmpZywwrQU4QYAAFgK4QbmNdQ6H8C0lE9jWgpgWsoJK62LcAMAACyFcAMAACyFcIPGs3eb0VDsV2goBmgodoKGYgAAAB9DuIF5DXSX2bj8gm+joRigodgJK62LcAMAACyFcAMAACyFcAMAACyFcIMm4PILfolpKYBpKSeYlgIAAPAxhBuY50pLPdNSvodpKYBpKSestC7CDQAAsBTCDQAAsBTCDQAAsBTCDRqPa0v5J6alAKalnGBaCgAAwMcQbmAe01L+iWkpgGkpJ6y0LsINAACwFMINAACwFMINGu3cZRe4/IKfoaEYoKHYCRqKAQAAfAzhBuY10F1mC6Ch2KfRUAzQUOyEldZFuAEAAJZCuAEAAJZCuAEAAJZCuEHjcfkF/8S0FMC0lBNMSwEAAPgYwg3M4/IL/olpKYBpKSestC7CDQAAsBTCDQAAsBTCDQAAsBTCDZqAa0v5JaalAKalnGBaCgAAwMcQbmAe01L+iWkpgGkpJ6y0LsINAACwFMINAACwFMINGo/LL/gnVxuKmwvvEXgBDcUNo6EYAADAxxBuYF5D3WUBNBT7NBqKARqKnbDSugg3AADAUgg3AADAUgg3AADAUgg3aLRzl13g8gt+xpVpqeb8nfEegRcwLdUwpqUAAAB8DOEG5jXQOm/j8gu+jWkpgGkpJ6y0LsINAACwFMINAACwFMINAACwFMINGo9rS/knpqUApqWcYFoKAADAxxBuYJ4rLfVMS/kepqUApqWcsNK6vB5uFixYoISEBIWFhSkpKUlbtmxxun9eXp6SkpIUFhamSy+9VIsWLWqmSgEAgD/warhZuXKlJkyYoGnTpqmgoEDJyckaPHiwCgsL691/3759GjJkiJKTk1VQUKA///nPGj9+vFavXt3MlQMAAF/l1XAzZ84cjRkzRmPHjlWPHj2UnZ2tuLg4LVy4sN79Fy1apE6dOik7O1s9evTQ2LFjNXr0aD333HPNXDkkKej0cR3adkBBZ083vNPhw1JRUfMVhfM7elQ6cEA6c6b+x0tLax9vLgcPSiUlzfd6gKSTJ2vf5idPNv5nlJRIDfy3uF+rrKw9NuXl3q6k8YK89cJVVVXKz8/XlClTHLanpKRo+/bt9T7n73//u1JSUhy23XbbbXr11Vd15swZBQcH13lOZWWlKisr7ffL/fm35WNuPLJGummNOjrb6fbbm6scuGrRotpbQyZPrr01l6Sk5nst4CcbNkidOzftZ/zxj24pxefs2dP0Y+NtXjtzU1paqurqakVFRTlsj4qKUnFxcb3PKS4urnf/s2fPqrS0tN7nZGVlKTw83H6Li4tzzwIuYNEP3qKigFidUpj9diCoizoP7/PzTsOHS2FhP99atJBSU71XNKQhQ6TISMffS2KidOWVtY/fc4/Utq3j47fdJrVv75l6fv0eadVKGjbMM68F/OQ3v5Hi4x3fep06Sf37u/4zhg2TWrd2/BnDhkn1/Pe1X+ndW+re3XFdUVHSr84p+AWbYXhnkv3IkSO65JJLtH37dvXp8/Mfxf/8z//UG2+8oa+++qrOc7p166ZRo0Zp6tSp9m3btm3TTTfdpKKiIkVHR9d5Tn1nbuLi4nTs2DG1bdvWzasCAACeUF5ervDwcJf+fnvtY6nIyEgFBgbWOUtTUlJS5+zMOdHR0fXuHxQUpPYN/NdlaGioQkND3VM0AADweV77WCokJERJSUnKzc112J6bm6u+ffvW+5w+ffrU2f+DDz5Q79696+23AQAAFx6vTktlZmbqlVde0ZIlS7Rnzx5NnDhRhYWFSk9PlyRNnTpVaWlp9v3T09N14MABZWZmas+ePVqyZIleffVVPfHEE95aAgAA8DFe+1hKklJTU1VWVqZZs2apqKhIiYmJysnJUXx8vCSpqKjI4TtvEhISlJOTo4kTJ2r+/PmKjY3V3Llzde+993prCQAAwMd4raHYW8w0JAEAAN9g5u+31y+/AAAA4E6EGwAAYCmEGwAAYCmEGwAAYCmEGwAAYCmEGwAAYCmEGwAAYCmEGwAAYCmEGwAAYClevfyCN5z7Quby8nIvVwIAAFx17u+2KxdWuODCTUVFhSQpLi7Oy5UAAACzKioqFB4e7nSfC+7aUjU1NTpy5IjatGkjm83m1p9dXl6uuLg4HTx4kOtWeRDHuXlwnJsPx7p5cJybh6eOs2EYqqioUGxsrAICnHfVXHBnbgICAtSxY0ePvkbbtm35P04z4Dg3D45z8+FYNw+Oc/PwxHE+3xmbc2goBgAAlkK4AQAAlkK4caPQ0FBNnz5doaGh3i7F0jjOzYPj3Hw41s2D49w8fOE4X3ANxQAAwNo4cwMAACyFcAMAACyFcAMAACyFcAMAACyFcOMmCxYsUEJCgsLCwpSUlKQtW7Z4uyS/NmPGDNlsNodbdHS0/XHDMDRjxgzFxsaqRYsWuvnmm/XFF194sWL/sXnzZt11112KjY2VzWbT22+/7fC4K8e2srJS48aNU2RkpFq1aqWhQ4fq0KFDzbgK33e+4zxy5Mg67/Ebb7zRYR+Os3NZWVm67rrr1KZNG3Xo0EH/8i//oq+//tphH97P7uHKsfal9zThxg1WrlypCRMmaNq0aSooKFBycrIGDx6swsJCb5fm16644goVFRXZb7t377Y/9uyzz2rOnDmaN2+ePvnkE0VHR2vQoEH2a4ehYSdOnNBVV12lefPm1fu4K8d2woQJWrt2rVasWKGtW7fq+PHjuvPOO1VdXd1cy/B55zvOknT77bc7vMdzcnIcHuc4O5eXl6dHH31UO3bsUG5urs6ePauUlBSdOHHCvg/vZ/dw5VhLPvSeNtBk119/vZGenu6w7fLLLzemTJnipYr83/Tp042rrrqq3sdqamqM6OhoY/bs2fZtp0+fNsLDw41FixY1U4XWIMlYu3at/b4rx/bo0aNGcHCwsWLFCvs+hw8fNgICAoz169c3W+3+5NfH2TAMY8SIEcbdd9/d4HM4zuaVlJQYkoy8vDzDMHg/e9Kvj7Vh+NZ7mjM3TVRVVaX8/HylpKQ4bE9JSdH27du9VJU1fPvtt4qNjVVCQoJ+97vfae/evZKkffv2qbi42OGYh4aGqn///hzzJnLl2Obn5+vMmTMO+8TGxioxMZHjb9KmTZvUoUMHdevWTb///e9VUlJif4zjbN6xY8ckSe3atZPE+9mTfn2sz/GV9zThpolKS0tVXV2tqKgoh+1RUVEqLi72UlX+74YbbtDrr7+u999/Xy+//LKKi4vVt29flZWV2Y8rx9z9XDm2xcXFCgkJ0UUXXdTgPji/wYMH680339SGDRv0/PPP65NPPtHAgQNVWVkpieNslmEYyszM1E033aTExERJvJ89pb5jLfnWe/qCuyq4p9hsNof7hmHU2QbXDR482P7vXr16qU+fPurSpYuWLVtmb1DjmHtOY44tx9+c1NRU+78TExPVu3dvxcfH67333tM999zT4PM4zvV77LHH9Pnnn2vr1q11HuP97F4NHWtfek9z5qaJIiMjFRgYWCd1lpSU1PmvBTReq1at1KtXL3377bf2qSmOufu5cmyjo6NVVVWl//u//2twH5gXExOj+Ph4ffvtt5I4zmaMGzdO69at08aNG9WxY0f7dt7P7tfQsa6PN9/ThJsmCgkJUVJSknJzcx225+bmqm/fvl6qynoqKyu1Z88excTEKCEhQdHR0Q7HvKqqSnl5eRzzJnLl2CYlJSk4ONhhn6KiIv3jH//g+DdBWVmZDh48qJiYGEkcZ1cYhqHHHntMa9as0YYNG5SQkODwOO9n9znfsa6PV9/Tbm1PvkCtWLHCCA4ONl599VXjyy+/NCZMmGC0atXK2L9/v7dL81uTJk0yNm3aZOzdu9fYsWOHceeddxpt2rSxH9PZs2cb4eHhxpo1a4zdu3cbw4cPN2JiYozy8nIvV+77KioqjIKCAqOgoMCQZMyZM8coKCgwDhw4YBiGa8c2PT3d6Nixo/Hhhx8au3btMgYOHGhcddVVxtmzZ721LJ/j7DhXVFQYkyZNMrZv327s27fP2Lhxo9GnTx/jkksu4Tib8Mc//tEIDw83Nm3aZBQVFdlvJ0+etO/D+9k9znesfe09Tbhxk/nz5xvx8fFGSEiIce211zqMx8G81NRUIyYmxggODjZiY2ONe+65x/jiiy/sj9fU1BjTp083oqOjjdDQUOM3v/mNsXv3bi9W7D82btxoSKpzGzFihGEYrh3bU6dOGY899pjRrl07o0WLFsadd95pFBYWemE1vsvZcT558qSRkpJiXHzxxUZwcLDRqVMnY8SIEXWOIcfZufqOryTjtddes+/D+9k9znesfe09bfupaAAAAEug5wYAAFgK4QYAAFgK4QYAAFgK4QYAAFgK4QYAAFgK4QYAAFgK4QYAAFgK4QYAAFgK4QaAV23atEk2m01Hjx71dikALIJwA6DZ3HzzzZowYYLDtr59+6qoqEjh4eHeKUq1F1hcv369114fgHsFebsAABe2kJAQRUdHe+31P//8c5WVlWnAgAFeqwGAe3HmBkCzGDlypPLy8vTiiy/KZrPJZrNp//79dT6WWrp0qSIiIvQ///M/6t69u1q2bKlhw4bpxIkTWrZsmTp37qyLLrpI48aNU3V1tf3nV1VVafLkybrkkkvUqlUr3XDDDdq0adN563rnnXd02223KTQ0tN7HZ8yYoU6dOik0NFSxsbEaP368Ow4HAA/izA2AZvHiiy/qm2++UWJiombNmiVJuvjii7V///46+548eVJz587VihUrVFFRoXvuuUf33HOPIiIilJOTo7179+ree+/VTTfdpNTUVEnSqFGjtH//fq1YsUKxsbFau3atbr/9du3evVtdu3ZtsK5169bp8ccfr/exVatW6YUXXtCKFSt0xRVXqLi4WJ999lnTDwYAjyLcAGgW4eHhCgkJUcuWLc/7MdSZM2e0cOFCdenSRZI0bNgwvfHGG/r+++/VunVr9ezZUwMGDNDGjRuVmpqq7777TsuXL9ehQ4cUGxsrSXriiSe0fv16vfbaa3r66afrfZ3Dhw/rs88+05AhQ+p9vLCwUNHR0br11lsVHBysTp066frrr2/CUQDQHPhYCoDPadmypT3YSFJUVJQ6d+6s1q1bO2wrKSmRJO3atUuGYahbt25q3bq1/ZaXl6fvvvuuwddZt26d+vXrp3bt2tX7+H333adTp07p0ksv1e9//3utXbtWZ8+eddMqAXgKZ24A+Jzg4GCH+zabrd5tNTU1kqSamhoFBgYqPz9fgYGBDvv9MhD92rp163T33Xc3+HhcXJy+/vpr5ebm6sMPP1RGRob+8pe/KC8vr049AHwH4QZAswkJCXFoAnaXa665RtXV1SopKVFycrJLzzl+/Lg2btyo+fPnO92vRYsWGjp0qIYOHapHH31Ul19+uXbv3q1rr73WHaUD8ADCDYBm07lzZ3388cfav3+/Wrdu3eDHQWZ169ZNDz74oNLS0vT888/rmmuuUWlpqTZs2KBevXrV21Ozfv16de3aVZdeemmDP3fp0qWqrq7WDTfcoJYtW+qNN95QixYtFB8f75a6AXgGPTcAms0TTzyhwMBA9ezZUxdffLEKCwvd9rNfe+01paWladKkSerevbuGDh2qjz/+WHFxcfXu/8477zj9SEqSIiIi9PLLL6tfv3668sor9dFHH+ndd99V+/bt3VY3APezGYZheLsIAGhO1dXV6tChg/73f/+X6SfAgjhzA+CCU1ZWpokTJ+q6667zdikAPIAzNwAAwFI4cwMAACyFcAMAACyFcAMAACyFcAMAACyFcAMAACyFcAMAACyFcAMAACyFcAMAACyFcAMAACzl/wNh21M/6bSx0wAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "p.figure()\n", - "p.plot(ma_mask.sel(time=slice(0,250)).time, ma_mask.sel(channel=\"S3D3\", wavelength=\"760\", time=slice(0,250)), \"b-\")\n", - "p.plot(ma_mask.sel(time=slice(0,250)).time, ma_mask.sel(channel=\"S3D3\", wavelength=\"850\", time=slice(0,250)), \"r-\")\n", - "p.xlabel(\"time / s\")\n", - "p.ylabel(\"Motion artifact mask\")\n", - "p.show() " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Our example dataset is very clean. So we artificially detected motion artifacts with a very low threshold. Plotting the mask and the data together (we have to rescale a bit to make both fit): " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "p.figure()\n", - "p.plot(fNIRSdata.sel(time=slice(0,250)).time, fNIRSdata.sel(channel=\"S3D3\", wavelength=\"760\", time=slice(0,250)), \"r-\")\n", - "p.plot(ma_mask.sel(time=slice(0,250)).time, ma_mask.sel(channel=\"S3D3\", wavelength=\"760\", time=slice(0,250))/10, \"k-\")\n", - "p.xlabel(\"time / s\")\n", - "p.ylabel(\"fNIRS Signal / Motion artifact mask\")\n", - "p.show() " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Refining the MA Mask\n", - "At the latest when we want to correct motion artifacts, we usually do not need the level of granularity that the mask provides. For instance, we usually want to treat a detected motion artifact in either of both wavelengths or chromophores of one channel as a single artifact that gets flagged for both. We might also want to flag motion artifacts globally, i.e. mask time points for all channels even if only some of them show an artifact. This can easily be done by using the \"id_motion_refine\" function. The function also returns useful information about motion artifacts in each channel in \"ma_info\"" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
<xarray.DataArray (channel: 28, time: 23239)> Size: 651kB\n",
-       "array([[ True,  True,  True, ...,  True,  True,  True],\n",
-       "       [ True,  True,  True, ...,  True,  True,  True],\n",
-       "       [ True,  True,  True, ...,  True,  True,  True],\n",
-       "       ...,\n",
-       "       [ True,  True,  True, ...,  True,  True,  True],\n",
-       "       [ True,  True,  True, ...,  True,  True,  True],\n",
-       "       [False, False, False, ...,  True,  True,  True]])\n",
-       "Coordinates:\n",
-       "  * time      (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n",
-       "    samples   (time) int64 186kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238\n",
-       "  * channel   (channel) object 224B 'S1D1' 'S1D2' 'S1D3' ... 'S8D8' 'S8D16'\n",
-       "    source    (channel) object 224B 'S1' 'S1' 'S1' 'S1' ... 'S7' 'S8' 'S8' 'S8'\n",
-       "    detector  (channel) object 224B 'D1' 'D2' 'D3' 'D9' ... 'D7' 'D8' 'D16'
" - ], - "text/plain": [ - " Size: 651kB\n", - "array([[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True],\n", - " ...,\n", - " [ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True],\n", - " [False, False, False, ..., True, True, True]])\n", - "Coordinates:\n", - " * time (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n", - " samples (time) int64 186kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238\n", - " * channel (channel) object 224B 'S1D1' 'S1D2' 'S1D3' ... 'S8D8' 'S8D16'\n", - " source (channel) object 224B 'S1' 'S1' 'S1' 'S1' ... 'S7' 'S8' 'S8' 'S8'\n", - " detector (channel) object 224B 'D1' 'D2' 'D3' 'D9' ... 'D7' 'D8' 'D16'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# refine the motion artifact mask. This function collapses the mask along dimensions that are chosen by the \"operator\" argument.\n", - "# Here we use \"by_channel\", which will yield a mask for each channel by collapsing the masks along either the wavelength or concentration dimension.\n", - "ma_mask_refined, ma_info = quality.id_motion_refine(ma_mask, 'by_channel')\n", - "\n", - "# show the refined mask\n", - "ma_mask_refined" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now the mask does not have the \"wavelength\" or \"concentration\" dimension anymore, and the masks of these dimensions are combined:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ], - "text/plain": [ - " channel ma_fraction ma_count\n", - "0 S1D1 0.097379 105\n", - "1 S1D2 0.055854 64\n", - "2 S1D3 0.040105 48\n", - "3 S1D9 0.070141 89\n", - "4 S2D1 0.022161 28\n", - "5 S2D3 0.041439 47\n", - "6 S2D4 0.026894 20\n", - "7 S2D10 0.091484 100\n", - "8 S3D2 0.013254 18\n", - "9 S3D3 0.035888 46\n", - "10 S3D11 0.095142 101\n", - "11 S4D3 0.023925 25\n", - "12 S4D4 0.042300 29\n", - "13 S4D12 0.066440 58\n", - "14 S5D5 0.081372 93\n", - "15 S5D6 0.048023 57\n", - "16 S5D7 0.044064 54\n", - "17 S5D13 0.135075 126\n", - "18 S6D5 0.031628 34\n", - "19 S6D7 0.037652 46\n", - "20 S6D8 0.037738 34\n", - "21 S6D14 0.086751 87\n", - "22 S7D6 0.062266 71\n", - "23 S7D7 0.048152 52\n", - "24 S7D15 0.122079 126\n", - "25 S8D7 0.028831 34\n", - "26 S8D8 0.030767 19\n", - "27 S8D16 0.055037 52" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# plot the figure\n", - "\n", - "p.figure()\n", - "p.plot(fNIRSdata.sel(time=slice(0,250)).time, fNIRSdata.sel(channel=\"S3D3\", wavelength=\"760\", time=slice(0,250)), \"r-\")\n", - "p.plot(ma_mask_refined.sel(time=slice(0,250)).time, ma_mask_refined.sel(channel=\"S3D3\", time=slice(0,250))/10, \"k-\")\n", - "p.xlabel(\"time / s\")\n", - "p.ylabel(\"fNIRS Signal / Refined Motion artifact mask\")\n", - "p.show() \n", - "\n", - "# show the information about the motion artifacts: we get a pandas dataframe telling us \n", - "# 1) for which channels artifacts were detected, \n", - "# 2) what is the fraction of time points that were marked as artifacts and\n", - "# 3) how many artifacts where detected \n", - "ma_info" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we look at the \"all\" operator, which will collapse the mask across all dimensions except time, leading to a single motion artifact mask" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 23239)> Size: 23kB\n",
-       "array([False, False, False, ...,  True,  True,  True])\n",
-       "Coordinates:\n",
-       "  * time     (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n",
-       "    samples  (time) int64 186kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238
" - ], - "text/plain": [ - " Size: 23kB\n", - "array([False, False, False, ..., True, True, True])\n", - "Coordinates:\n", - " * time (time) float64 186kB 0.0 0.128 0.256 ... 2.974e+03 2.974e+03\n", - " samples (time) int64 186kB 0 1 2 3 4 5 ... 23234 23235 23236 23237 23238" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# \"all\", yields a mask that flags an artifact at any given time if flagged for any channetransl, wavelength, chromophore, etc.\n", - "ma_mask_refined, ma_info = quality.id_motion_refine(ma_mask, 'all')\n", - "\n", - "# show the refined mask\n", - "ma_mask_refined" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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channelma_fractionma_count
0all channels combined[1.0, 0.9988811911011661][0, 2]
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" - ], - "text/plain": [ - " channel ma_fraction ma_count\n", - "0 all channels combined [1.0, 0.9988811911011661] [0, 2]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# plot the figure\n", - "\n", - "p.figure()\n", - "p.plot(fNIRSdata.sel(time=slice(0,250)).time, fNIRSdata.sel(channel=\"S3D3\", wavelength=\"760\", time=slice(0,250)), \"r-\")\n", - "p.plot(ma_mask_refined.sel(time=slice(0,250)).time, ma_mask_refined.sel(time=slice(0,250))/10, \"k-\")\n", - "p.xlabel(\"time / s\")\n", - "p.ylabel(\"fNIRS Signal / Refined Motion artifact mask\")\n", - "p.show() \n", - "\n", - "# show the information about the motion artifacts: we get a pandas dataframe telling us \n", - "# 1) that the mask is for all channels\n", - "# 2) fraction of time points that were marked as artifacts for this mask across all channels\n", - "# 3) how many artifacts where detected in total\n", - "ma_info" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Motion Correction\n", - "#### SplineSG method: \n", - "1. identifies baselineshifts in the data and uses spline interpolation to correct these shifts\n", - "2. uses a Savitzky-Golay filter to remove spikes\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "frame_size = 10 * units.s\n", - "rec['od_splineSG'] = motion_correct.motion_correct_splineSG(rec['od'], frame_size=frame_size, p=1)\n", - "\n", - "f, ax = p.subplots(1,1, figsize=(12,4))\n", - "ax.plot(rec['od'].time, rec['od'].sel(channel=\"S3D3\", wavelength=\"850\"), \"r-\", label=\"850nm raw\")\n", - "ax.plot(rec['od'].time, rec['od_splineSG'].sel(channel=\"S3D3\", wavelength=\"850\"), \"g-\", label=\"850nm cleaned\")\n", - "ax.set_xlim(0,500)\n", - "ax.legend()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### PCA recurse method:\n", - "\n", - "- WIP" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "cedalion_240924", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.8" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/31_glm_basis_functions.ipynb b/examples/31_glm_basis_functions.ipynb deleted file mode 100644 index e134a60..0000000 --- a/examples/31_glm_basis_functions.ipynb +++ /dev/null @@ -1,2470 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# GLM Basis Functions" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import cedalion\n", - "import cedalion.models.glm.basis_functions as bf\n", - "import cedalion.models.glm.design_matrix as dm\n", - "\n", - "import cedalion.dataclasses as cdc\n", - "\n", - "import matplotlib.pyplot as p\n", - "import numpy as np\n", - "import xarray as xr\n", - "import matplotlib.pyplot as p\n", - "import cedalion.datasets\n", - "\n", - "units = cedalion.units\n", - "\n", - "xr.set_options(display_expand_data=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-       "  * chromo   (chromo) <U3 24B 'HbO' 'HbR'
" - ], - "text/plain": [ - " Size: 2kB\n", - "[µM] 0.3898 0.4097 0.4367 0.7171 0.807 ... 0.9653 0.9641 0.316 0.7165 0.5836\n", - "Coordinates:\n", - " * time (time) float64 800B 0.0 0.125 0.25 0.375 ... 12.0 12.12 12.25 12.38\n", - " samples (time) int64 800B 0 1 2 3 4 5 6 7 8 ... 91 92 93 94 95 96 97 98 99\n", - " * channel (channel) " - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "basis = bf.GaussianKernels(\n", - " t_pre=5 * units.s,\n", - " t_post=30 * units.s,\n", - " t_delta=3 * units.s,\n", - " t_std=3 * units.s,\n", - ")\n", - "hrf = basis(ts)\n", - "\n", - "p.figure()\n", - "for i_comp, comp in enumerate(hrf.component.values):\n", - " p.plot(hrf.time, hrf[:, i_comp], label=comp)\n", - "p.legend(ncols=3)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 107, component: 1, chromo: 2)> Size: 2kB\n",
-       "0.0 0.0 0.004711 0.0 0.01875 ... 2.533e-07 3.574e-06 1.789e-07 2.601e-06\n",
-       "Coordinates:\n",
-       "  * time       (time) float64 856B 0.0 0.125 0.25 0.375 ... 13.0 13.12 13.25\n",
-       "  * chromo     (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * component  (component) <U5 20B 'gamma'
" - ], - "text/plain": [ - " Size: 2kB\n", - "0.0 0.0 0.004711 0.0 0.01875 ... 2.533e-07 3.574e-06 1.789e-07 2.601e-06\n", - "Coordinates:\n", - " * time (time) float64 856B 0.0 0.125 0.25 0.375 ... 13.0 13.12 13.25\n", - " * chromo (chromo) " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "basis = bf.Gamma(\n", - " tau={\"HbO\": 0 * units.s, \"HbR\": 1 * units.s},\n", - " sigma=3 * units.s,\n", - " T=0 * units.s,\n", - ")\n", - "hrf = basis(ts)\n", - "display(hrf)\n", - "p.figure()\n", - "for i_comp, comp in enumerate(hrf.component.values):\n", - " for i_chromo, chromo in enumerate(hrf.chromo.values):\n", - " p.plot(hrf.time, hrf[:, i_comp, i_chromo], label=f\"{comp} {chromo}\")\n", - "\n", - "p.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 114, component: 1, chromo: 2)> Size: 2kB\n",
-       "0.0 0.0 0.0005512 0.0 0.00273 ... 6.285e-09 4.08e-07 3.599e-09 2.491e-07\n",
-       "Coordinates:\n",
-       "  * time       (time) float64 912B 0.0 0.125 0.25 0.375 ... 13.88 14.0 14.12\n",
-       "  * chromo     (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * component  (component) <U5 20B 'gamma'
" - ], - "text/plain": [ - " Size: 2kB\n", - "0.0 0.0 0.0005512 0.0 0.00273 ... 6.285e-09 4.08e-07 3.599e-09 2.491e-07\n", - "Coordinates:\n", - " * time (time) float64 912B 0.0 0.125 0.25 0.375 ... 13.88 14.0 14.12\n", - " * chromo (chromo) " - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "basis = bf.Gamma(\n", - " tau={\"HbO\": 0 * units.s, \"HbR\": 1 * units.s},\n", - " sigma=2 * units.s,\n", - " T=5 * units.s,\n", - ")\n", - "hrf = basis(ts)\n", - "display(hrf)\n", - "\n", - "p.figure()\n", - "for i_comp, comp in enumerate(hrf.component.values):\n", - " for i_chromo, chromo in enumerate(hrf.chromo.values):\n", - " p.plot(hrf.time, hrf[:, i_comp, i_chromo], label=f\"{comp} {chromo}\")\n", - "\n", - "p.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 121, component: 2, chromo: 2)> Size: 4kB\n",
-       "0.0 0.0 0.0 0.0 0.0 0.0 ... -7.624e-06 3.086e-07 3.086e-07 -2.978e-06 -2.978e-06\n",
-       "Coordinates:\n",
-       "  * time       (time) float64 968B 0.0 0.125 0.25 0.375 ... 14.75 14.88 15.0\n",
-       "  * chromo     (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * component  (component) <U11 88B 'gamma' 'gamma_deriv'
" - ], - "text/plain": [ - " Size: 4kB\n", - "0.0 0.0 0.0 0.0 0.0 0.0 ... -7.624e-06 3.086e-07 3.086e-07 -2.978e-06 -2.978e-06\n", - "Coordinates:\n", - " * time (time) float64 968B 0.0 0.125 0.25 0.375 ... 14.75 14.88 15.0\n", - " * chromo (chromo) " - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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1Kl599VVkZmZiyJAhuP3225GTk9Po+R9//DHy8vKMr9zcXPj5+eHhhx82Oc/Hx8fkvLy8PLi5cTbcDtGeBwQ94OIGeAWZ7771MxrX5R/G1pOG0VMh5rs/ETk1V4UciVHitBY7T7ObikQWT3DmzZuHCRMm4KmnnkJ8fDzmz5+PiIgIfPHFF42er1arERISYnzt3bsXV65cwV/+8heT82Qymcl5ISH8hdlhhvobdUTHFtm8Xn2Co88/jFqdHj1CvNEtiN1TRGQ+13ZTEQEWTnBqamqwb98+pKammhxPTU3F9u3bW3WPRYsWYcSIEYiKMu0yKSsrQ1RUFMLDw3HXXXchMzOzyXtUV1dDq9WavKgRxgJjM3ZPAYB/LCB3gbKuFGEowp19WFxMROY1OMYwkqqY61IRAAsnOIWFhdDpdAgODjY5HhwcjPz8/Bavz8vLw5o1a/DUU0+ZHO/RowcWL16MVatWYenSpXBzc8ONN96IkydPNnqfOXPmQK1WG18REVy5ulGWKDAGABcl9P7ixIFx8lyM7BXcwgVERG3Tp7Mv3FzlKC6vwcmCMqnDIRtglSLj6+c6EQShVfOfLF68GL6+vrjvvvtMjg8ePBiPPvoo+vXrhyFDhmD58uXo3r07Pv3000bvM2PGDGg0GuMrNze33c/i0Ixz4Ji5BQdAoUc3AECSex7iOHqKiMxM6SJHUhSHi9NVFk1wAgICoFAoGrTWFBQUNGjVuZ4gCPj666+RlpYGpVLZ7LlyuRw33HBDky04KpUKPj4+Ji9qRImFWnAAHKrrDABI9srn5H5EZBGDouu7qc6wDocsnOAolUokJiYiPT3d5Hh6ejpSUlKavXbz5s04deoUJkyY0OL3CIKArKwshIaytqNDLFWDA+B/VwIBAN2ExkfPERF11OCuhkLjItbhEFws/QXTp09HWloakpKSkJycjIULFyInJweTJk0CIHYfXbhwAd99953JdYsWLcKgQYPQu3fvBvecNWsWBg8ejNjYWGi1WnzyySfIysrCZ599ZunHcVx11UCpOEeNubuo8jSV+F9xIOAGeJdli/PtuDTfKkdE1FZ9w9VQuchRWFaD05fLOFrTyVk8wRkzZgyKioowe/Zs5OXloXfv3li9erVxVFReXl6DOXE0Gg1WrFiBjz/+uNF7lpSU4K9//Svy8/OhVquRkJCALVu2YODAgZZ+HMdVUl+X5OoBePib9dZbTlzGRfijXOYJT305UHTSOHSciMhcVC4K9Av3xe6zxcg4V8IEx8lZPMEBgMmTJ2Py5MmNfrZ48eIGx9RqNSoqKpq830cffYSPPvrIXOERYLqKuJlrZMS1p2Qo8eoGz9L9QMFRJjhEZBEDojqJCU7OFYy+gSNmnRnXoiKRhQqM63R64+zFytD6JRsuHzPrdxARGQyI9AUAZORckTYQkhwTHBJZqMB4/3kNtFV18HFzgV+XvuJBJjhEZCED6pdsOFlQBk1lrcTRkJSY4JDIOAeOeVtwtpwQW29uig2AIriHeLCACQ4RWUaAlwqRfh4QBCArt0TqcEhCTHBIZKFZjDfXJzg3dw8EAuPFg8VnxFFbREQWYOymOsduKmfGBIdEFpjFuKSiBgfOlwAAhnYPBLxDAJUaEHRA0WmzfQ8R0bUMK4uzDse5McEhoKYCKC8Q983YgrPtVCH0AhAb5IVQtbs4OiswTvyQdThEZCEJkWKCk5VbAr2eE/45KyY4BGjq58BR+QDuncx22z9PievBDIkNvHqQCQ4RWViPEG94KBUorarDqctceNNZMcEh0wJjM86BsztbTHAGx/hdPRhUX4fDBIeILMRFIUffcDUAYB/rcJwWExwCrpwVt2bsniosq8bpy+UAgIHR1yQ4xhac42b7LiKi6w2o76ZiobHzYoJDFikw3p0trubbI8Qbvh7XrDsVWD9UvOgUoOMcFURkGSw0JiY4ZJFZjA0JjknrDQD4dAaU3oC+jiOpiMhiDIXGpy+Xo6SiRuJoSApMcMgisxjvairB4UgqIrICP08logM8AQCZOSXSBkOSYIJDZp/kT1NRi2P5WgCNJDjA1W4q1uEQkQUlcF0qp8YEx9lVlwGVYmuLuRKcveeKIQhATIAngrzdGp7AFhwisgLW4Tg3JjjOTntB3Kp8ADe1WW7ZZP2NgbEFhwkOEVmOYSRVVk4JdJzwz+kwwXF2hgTHp7PZbtlk/Y2BoQWn8CSgqzPb9xIRXat7sDjhX3mNDqcKOOGfs2GC4+w0hgQnzCy3K6+uw8ELGgDAoBj/xk9SRwCunoC+FriSbZbvJSK6nkIuM074l5XLbipnwwTH2RlacNTmacHJyLkCnV5AZ193dPZ1b/wkuRwI7C7us5uKiCyof4TYTcWRVM6HCY6zM3ZRhZvldob6m0FNdU8ZGOpwCpjgEJHlGEZSZeWWSBoHWR8THGdn5i6qFutvDDiSioisICHCFwBw4lIpyqpZ8+dMmOA4O+1FcWuGLqqqWp3xX0lN1t8YBBoW3eRcOERkOUE+bghTu0EvAAfOl0gdDlkRExxnZ8ZRVAfOa1BTp0egtwpd/D2aP9k4kuoEoNd1+LuJiJpiWLaB3VTOhQmOM6vSAtXijMPmSHD21a/amxTVCTKZrPmTfaMAF3dAVw0UcyQVEVlO//puqiwWGjsVJjjOzNA95aYGVF4dvp1htlDD5FrNksuvqcM52uHvJiJqSv/6QuPM3BIIAif8cxZMcJyZ9ry4NUPrjSAIyDQkOFG+rbsoqKe4LWCCQ0SW0ztMDRe5DJdLq3FRUyV1OGQlTHCcmaEFxwwJTm5xJQrLauCqkKFXWCuXfAiqLzQuONLh7yciaoq7UoEeod4AYPyHGDk+JjjOzIxDxA3dU73C1HBzVbTuIrbgEJGVJERcXZeKnAMTHGdm6KJSd3ySvzbV3xgYWnCKTgF11R2OgYioKcZCY46kchpMcJyZGbuoMtpafwOILUcqNaCvE5McIiILMRQaH7ygQa1OL20wZBVMcJyZmbqoKmrqcDSvFEAbW3BksmvqcNhNRUSWE+3vCbW7K6rr9DhW//OKHBsTHGdmnMW4Y11U+3M10OkFhPi4IaypBTabwkJjIrICuVyGfsZuKhYaOwOrJDiff/45oqOj4ebmhsTERGzdurXJczdt2gSZTNbgdeyY6ZpFK1asQM+ePaFSqdCzZ0+sXLnS0o/hWKo0QE39v2I62ILTru4pAxYaE5GVGOpwuLK4c7B4grNs2TJMnToVr776KjIzMzFkyBDcfvvtyMnJafa648ePIy8vz/iKjY01frZjxw6MGTMGaWlp2L9/P9LS0jB69Gjs2rXL0o/jOAzdU26+gNKzQ7fKbE+BsQFbcIjISgbU1+FkcKi4U7B4gjNv3jxMmDABTz31FOLj4zF//nxERETgiy++aPa6oKAghISEGF8KxdWhx/Pnz8fIkSMxY8YM9OjRAzNmzMDw4cMxf/58Cz+NAzFT95QgCMio/9fQgKgOJDhXzgI15R2KhYioOYah4meLKlBUxpGbjs6iCU5NTQ327duH1NRUk+OpqanYvn17s9cmJCQgNDQUw4cPx8aNG00+27FjR4N7jho1qsl7VldXQ6vVmrycnnEW4451T50rqkBxeQ2UCjl6hfm0/QaeAYBnkLh/+Vjz5xIRdYDawxXdgsRladhN5fgsmuAUFhZCp9MhODjY5HhwcDDy8/MbvSY0NBQLFy7EihUr8MsvvyAuLg7Dhw/Hli1bjOfk5+e36Z5z5syBWq02viIiIjr4ZA7ATEPEDU29vTv7QOXSygn+rseRVERkJeymch4u1viS61eWFgShydWm4+LiEBcXZ3yfnJyM3NxcfPjhhxg6dGi77jljxgxMnz7d+F6r1TLJMQ4RN0+C0676G4OgnkD2ZiY4RGRxAyI7Yfne80xwnIBFW3ACAgKgUCgatKwUFBQ0aIFpzuDBg3Hy5Enj+5CQkDbdU6VSwcfHx+Tl9LT1CY66gwnOuRIA7ay/MQjqIW5ZaExEFmb4WbU/V4M6Tvjn0Cya4CiVSiQmJiI9Pd3keHp6OlJSUlp9n8zMTISGhhrfJycnN7jn+vXr23RPp6fteAtOeXUdjuWL9UwdbsEB2IJDRBbXLdAL3m4uqKzV4Vg+J/xzZBbvopo+fTrS0tKQlJSE5ORkLFy4EDk5OZg0aRIAsfvowoUL+O677wCII6S6dOmCXr16oaamBkuWLMGKFSuwYsUK4z2nTJmCoUOH4r333sO9996L3377DRs2bMC2bdss/TiOQRDM0kV18IIGegEIVbshRO3W/ngC61twSvOAimLAw6/99yIiaoZcLkP/CF9sPVmIzJwr6N1ZLXVIZCEWT3DGjBmDoqIizJ49G3l5eejduzdWr16NqKgoAEBeXp7JnDg1NTV4/vnnceHCBbi7u6NXr174/fffcccddxjPSUlJwU8//YTXXnsNr7/+Orp27Yply5Zh0KBBln4cx1ClAWrrh2R3YBSVYRSCYfKsdnPzAdQRgCZXHEkVxZY4IrKcAZGdsPVkITJySpCWLHU0ZClWKTKePHkyJk+e3OhnixcvNnn/4osv4sUXX2zxng899BAeeughc4TnfAzdU+6dAKVHu29jmO48oX5UQocExYsJTsERJjhEZFGGOhwWGjs2rkXljIxDxNs/yZ8gCNe04HSg/saAQ8WJyEoMrc7niipQyAn/HBYTHGekqZ/krwMjqPI0VSgorYZCLkMfc/RhGwqNL3EkFRFZltrdFbH1E/5lnGMrjqNiguOMjCOo2l9/k5VbAgDoEeINd2U7J/i7lnEk1WGxCJqIyIISjd1UJdIGQhbDBMcZmWEWY8MCmx0uMDYI7AHIXcUC6JJz5rknEVETDFNbsA7HcTHBcUaGLqoOJDiGFpyEjsx/cy0XJRBc34qTt9889yQiasKAKF8AwIHzJajlhH8OiQmOM+rgLMa1Oj0OXtAAMGMLDgCE9BW3eQfMd08iokbEBHjBx80FVbV6HMvjhH+OiAmOs7l2kj91+0ZRHc8vRVWtHt5uLogJ8DRfbKH9xC1bcIjIwuRymbEFet+5YomjIUtgguNsKoqBukpxv51dVJn13VP9I3whlze+wGm7GBKcfLbgEJHlDYwWZ03fc5Z1OI6ICY6z0eSKW69gwEXVrltk1Y86SDBn9xQABPcCZHKg7BJQmt/y+UREHWBIcHZlF0Hg6E2HwwTH2RjnwGn/JH+ZxhmMzVRgbKD0BPxjxX3W4RCRhfUNV0PpIkdhWQ3OFJZLHQ6ZGRMcZ9PBBEdTUYszl8UfBP3M3YIDsA6HiKxG5aIwtkTvzmYdjqNhguNstIYh4u1LcLLOlwAAovw94OepNFNQ1witH0mVzwSHiCxvUIw/ACY4jogJjrPpYAuOxepvDDhUnIisaJChDucM63AcDRMcZ9PRBCfXzDMYX8/QglNyDqjkyAYisqyESF+4yGW4qKnC+SuVUodDZsQEx9l0IMERBME4RNzsBcYG7p0A30hxP/+gZb6DiKieh9IFfcLFBYPZTeVYmOA4k7qaq8Ov1RFtvvxMYTlKKmqhcpEjPtTHzMFdg4XGRGRFg6JZh+OImOA4k9KLAARAoQI8A9p8+b5zYpeRYWilxYQYEhzW4RCR5RnqcHafZYLjSJjgOJNrl2iQtX0GYsMK4gOiLNQ9ZcAWHCKyosQunSCTAdmF5SjQVkkdDpkJExxnYqy/ad8SDRnnSgAAAyxVf2NgKDQuOgnUcPItIrIsHzdX9Kzvdt/FbiqHwQTHmRiWaWhH/Y22qhYnCsQVdy2e4HiHiEtJCHrg0mHLfhcREa4u28A6HMfBBMeZdGAE1f7cEggCEOHnjkDv9q1h1SbG+XDYTUVElsdCY8fDBMeZdCDBMRQYW7z1xsBQh3MxyzrfR0RO7YYu4s+245dKUVxeI3E0ZA5McJxJBxKcjPoZjBMtXWBsEH6DuM3daZ3vIyKn5u+lQlywNwBg++lCiaMhc2CC40y0hlFUbavB0euFqyOorNWCEzFQ3BadAsr5w4aILG9od3H6jM3HL0scCZkDExxnUaUBqrXivk/bRlGdvlyG0qo6uLsq0CPE2wLBNcLDDwjsIe7nsBWHiCxvaPdAAMCWk5e5LpUDYILjLAzdU+5+gNKjTZdm5Fyd4M9FYcW/MpGDxS27qYjICm7o4gc3Vzkuaatx/FKp1OFQBzHBcRZmKDC2Wv2NQWSyuGULDhFZgZurAoNjxNFUW06wm8reMcFxFh2YA8dQYGy1+huDiEHi9mIWUMtVfonI8obG1ndTnWDtn71jguMsrl2moS2XVdTiVEEZACAh0tfMQbWgUxfAKwTQ1wIXMqz73UTklG6OExOc3dnFqKipkzga6ggmOM6inV1Umbli91QXfw/4e1lhgr9ryWRAZH0rTs4O6343ETmlmABPdPZ1R41Oj11nOOmfPWOC4yzameBkWHuCv+sZ6nByd0nz/UTkVGQymXE01WbW4dg1qyQ4n3/+OaKjo+Hm5obExERs3bq1yXN/+eUXjBw5EoGBgfDx8UFycjLWrVtncs7ixYshk8kavKqquApsk9qZ4Oysn7Y8qYufuSNqHUMdTu4uQK+XJgYicio3G4aLM8GxaxZPcJYtW4apU6fi1VdfRWZmJoYMGYLbb78dOTk5jZ6/ZcsWjBw5EqtXr8a+fftwyy234O6770ZmZqbJeT4+PsjLyzN5ubm5Wfpx7JNed80kf61PcKpqdcjKLQEADI6RKMEJ6Qu4eorz+Fw+Jk0MRORUUrr5QyGX4UxhOXKLK6QOh9rJ4gnOvHnzMGHCBDz11FOIj4/H/PnzERERgS+++KLR8+fPn48XX3wRN9xwA2JjY/HOO+8gNjYW//nPf0zOk8lkCAkJMXlRE0rzAUEHyF3EVbpbKTOnBDV1egR5qxAd4GnBAJuhcAHCk8R91uEQkRX4uLliQP2gCnZT2S+LJjg1NTXYt28fUlNTTY6npqZi+/btrbqHXq9HaWkp/PxMWxDKysoQFRWF8PBw3HXXXQ1aeK5VXV0NrVZr8nIqhtYbnzBArmj1ZbuyiwAAg2L8IZPJLBFZ6xgn/GMdDhFZB7up7J9FE5zCwkLodDoEB5u2GgQHByM/P79V95g7dy7Ky8sxevRo47EePXpg8eLFWLVqFZYuXQo3NzfceOONOHnyZKP3mDNnDtRqtfEVEdH2uWDsWjvnwNl5RkxwJOueMjAkOGzBISIrMRQa/3mqEFW1OomjofawSpHx9f/6FwShVS0CS5cuxcyZM7Fs2TIEBQUZjw8ePBiPPvoo+vXrhyFDhmD58uXo3r07Pv3000bvM2PGDGg0GuMrNze3Yw9kb9pRYFxVq0Nm/QR/g6L9LRBUG4TfAMjkQEkOoL0obSxE5BR6h6kRpnZDeY2O3VR2yqIJTkBAABQKRYPWmoKCggatOtdbtmwZJkyYgOXLl2PEiBHNniuXy3HDDTc02YKjUqng4+Nj8nIqJfUJXRsW2dyfW4LqOj0CvFToGihR/Y2ByhsI7i3un2td1yYRUUfI5TLc0ScUAPD7gTyJo6H2sGiCo1QqkZiYiPT0dJPj6enpSElJafK6pUuX4oknnsCPP/6IO++8s8XvEQQBWVlZCA0N7XDMDqn4tLj179rqS3bVDw8fHOMnbf2NQcwwcXtyvaRhEJHzuLOv+Dtlw9FL7KayQxbvopo+fTr+9a9/4euvv8bRo0cxbdo05OTkYNKkSQDE7qPHHnvMeP7SpUvx2GOPYe7cuRg8eDDy8/ORn58PjUZjPGfWrFlYt24dzpw5g6ysLEyYMAFZWVnGe9J1ik6JW/9urb7EUH8zKEbi7imD7reJ25PrxWHvREQW1j/CF5193VFRo8Om4+ymsjcWT3DGjBmD+fPnY/bs2ejfvz+2bNmC1atXIyoqCgCQl5dnMifOP//5T9TV1eHpp59GaGio8TVlyhTjOSUlJfjrX/+K+Ph4pKam4sKFC9iyZQsGDhxo6cexP7VVV7uoWpngVNfpkJEjzmCcLHWBsUHEIMBNDVReAc7vkToaInICMpnM2Irz+0F2U9kbmSAIgtRBWJtWq4VarYZGo3H8epyCo8Dng8Xk4KVz4vpOLdhzthgPf7kDAV5K7Hl1hG10UQHAzxOAQz8DN00DRsyUOhoicgJZuSW477M/4aFUYN9rI+GubP1UG2R+bfn9zbWoHJ2he8qva6uSGwDYZeieipZ4/pvrGbqpTqxr/jwiIjPpF66+ppuqQOpwqA2Y4Di6dtXfiAXGg2yle8qg23BxuHjBEeDKOamjISInIJPJcFd9N9V/2U1lV5jgOLo2Jjg1dXrsq19BfLCtFBgbePgBEfWT/nE0FRFZiaEO539HC1BZw0EO9oIJjqMratsQ8QPnS1BZq4OfpxKxQV4WDKyduo8StyfWShsHETmNPp3ViPBzR2WtDhvZTWU3mOA4uja24Bj+503pamP1NwaGOpzsrUBNubSxEJFTkMlkuLNPGADg18wLEkdDrcUEx5FVlgDl9XM3tLIF54+jYoIzIr71q45bVWAc4BsF6KqBM5uljoaInMQDA8SZ4DccvYQLJZUSR0OtwQTHkRlmMPYKEZc7aMH5KxU4ll8KhVyGYXGBFg6unWSya0ZTsZuKiKyje7A3kmP8oReAH3dxkIM9YILjyIz1N63rnjK03iRGdYKvh9JSUXWcsQ5nHeB80zgRkUQeT+kCAFi6O5dLN9gBJjiOzFh/07ruqQ1HLwEARsQHtXCmxLrcBCi9gbJ84Ow2qaMhIicxIj4IYWo3FJfXcAFOO8AEx5G1ocC4tKrWuP7UcFutvzFwUQF9HhT3M76VNhYichouCjnGDxaXGfpux1lpg6EWMcFxZG1IcLaeLEStTkB0gCe6Btrg8PDrJT4hbo/8BlQUSxoKETmPsTdEQKmQY/95DbJyS6QOh5rBBMdRCUKb5sAxdE8N72Hj3VMGYQlAaD9AVwNk/Sh1NETkJPy9VLirnzjx33fbz0obDDWLCY6jKrsE1JSJSxt06tLsqTq9gE3HxeHkNt89dS1DK86+xSw2JiKreTy5CwDgvwfyUFhWLW0w1CQmOI7K0D3lGynWrDQjM+cKistr4OPmgqQunawQnJn0fghw9QSKTgLntksdDRE5iX4Rvugf4YsanR5fb8uWOhxqAhMcR9WG+psN9cPDh8UFwVVhR38l3HyAPg+J+/sWSxoKETmXp28Rf7Yu2paNi5z4zybZ0W8zapM2JDh/GOpvbH14eGNYbExEEhgRH4RB0X6ortPjw3XHpQ6HGsEEx1G1cpK/o3lanCwog4tchmHd7TDBCUsAQvqKSzfsXyp1NETkJGQyGV69Mx4A8EvmBRy6oJE4IroeExxH1cpJ/pbsFKccH9UrBGoPV0tHZX4y2dVWnN1fAXU1koZDRM6jb7gv7usvLsL5f78fgcDBDjaFCY4j0tUBxfWFb8204JRV1xlXxh0/KNIakVlG3zGAZyBwJRvYu0jqaIjIiTw/Kg5KFzl2nik2LndDtoEJjiPS5AD6WkChAnzCmzzt18wLKK/RISbQE8ld/a0YoJmpvIBbXxP3N73LWhwisprwTh548sZoAMA7a46iVqeXOCIyYILjiAqv6Z6SN/5HLAgCftiVAwAYPygKMpnMWtFZRkIaENQLqCoBtnwgdTRE5EQm39IVfp5KnLlcjvfWHJM6HKrHBMcR5dTPCRPSt8lTMnJKcDRPC5WLHA8O6GylwCxIrgBG/Z+4v3vh1SSPiMjCfNxcMeeBPgCAf23LxtpD+RJHRAATHMd0eqO47XpLk6f8UF9cfHe/MPh6KK0RleV1vRWIHQXo64D0N6SOhoicyKheIXjqJrGr6oWf9+NcUbnEERETHEdTUQzk7Rf3Y4Y1esqV8hr892AeAODR+pVxHUbqW4BMARz/HTizWepoiMiJvHR7DyRGdUJpVR0m/5CBqlqd1CE5NSY4jubMJgACENQT8A5p9JSf951HTZ0evcJ80C9cbdXwLC4wDkh6Utxf+TdAmydtPETkNFwVciwYlwA/TyUOX9Tijd8OQa/n0HGpMMFxNGfqu6diGu+e0lbV4l/bzgAQW2/svri4McPfAAJ7AKV5wE+PADUVUkdERE4iVO2O+WP6QyYDlu89jxd+PoA6jqySBBMcRyIIwOlN4n4T3VNzVh/FJW01ogM8cX+CAxQXN8bNB3jkJ8DdD7iYCfz2NFcbJyKrGdo9EB8+1A8KuQwrMs5j0hJ2V0mBCY4jKT4jzoEjdwW63Njg4+2nCrF0dy4A4N0H+sDNVWHtCK3HLxoY8z0gdwEO/wJsfl/qiIjIiTyYGI5/PpoIlYscG45ewmNf74a2qlbqsJwKExxHYuieihgEKD1NPqqoqcPLvxwEAKQNjsKgGDue2K+1utwE3PWRuL/pHWDrXEDPpmIiso4RPYPx3ZMD4a1ywe7sYtz20RakH7kkdVhOgwmOIzEODx/W4KO5608gp7gCYWo3vHhbnHXjktKAx4Abp4r7f8wGlo0HKkukjIiInMigGH/89LfBCO/kjouaKkz8bi/++t1eXCyplDo0h8cEx1Ho6oDsreJ+zK0mH20/VYiv/xTXpnrngT7wdrPDRTU7YuQs4O5PxKUrjq8GFg4D8g9KHRUROYleYWqkT7sZfx/WFS5yGdYfuYQR8zZj5qrDOHGpVOrwHJZVEpzPP/8c0dHRcHNzQ2JiIrZu3drs+Zs3b0ZiYiLc3NwQExODL7/8ssE5K1asQM+ePaFSqdCzZ0+sXLnSUuHbh4uZQLUGcPMFwvoDAPR6AZ9vOoW0r3dDEIAHBnTGsLggScOUTOLjwIR1gG+kuCjnwmHAr09zxmMisgp3pQIv3dYDvz83BElRnVBRo8Pi7WeR+tEWPPTFdizfm4s8DVt1zMniCc6yZcswdepUvPrqq8jMzMSQIUNw++23Iycnp9Hzs7Ozcccdd2DIkCHIzMzEK6+8gueeew4rVqwwnrNjxw6MGTMGaWlp2L9/P9LS0jB69Gjs2rXL0o9juwz1N9FDAbkCl0ur8fg3u/H+2uPQ6QXc0y8M/3dfb2ljlFpYAvDXzUDcHeJsx1lLgM9uAH5+EsjZBeg5yoGILCsuxBvL/5aM754ciNt6hUAhl2HvuSt48ecDSJ7zPwz7YCNeXnEAP+3Owe7sYhSWVUPgKNB2kQkW/i83aNAgDBgwAF988YXxWHx8PO677z7MmTOnwfkvvfQSVq1ahaNHjxqPTZo0Cfv378eOHTsAAGPGjIFWq8WaNWuM59x2223o1KkTli5d2mJMWq0WarUaGo0GPj4+HXk8E9VVFcjPPtryiRYQtOl5uF/KwP+6zcAyYQR2ZRejpKIWbq5yzL6nNx5OCnfMOW/aK3cPsPVD4MTaq8fcOwFdhwOxI4HOiUCnaEDhIl2MROTwLmmrsHxPLtKPXsKhCxo0Ni+gj5sLQtXuCPBWIsBLBT9PJbxVLvCsf7m7KqB0kRtfrnI5FHIZXBQyyGUyyGWo38oggwAIOsj1NZDra8UXdICgBwQ9ZIIeMkEQ3wPi+RCu2YfJtBvN/VZRuKoQ3s28/7Buy+9vi/70rqmpwb59+/Dyyy+bHE9NTcX27dsbvWbHjh1ITU01OTZq1CgsWrQItbW1cHV1xY4dOzBt2rQG58yfP7/Re1ZXV6O6utr4XqvVtuNpWlaQexJRy25t+UQLmnk4CDmCWKUfF+yNBeMSEBvsLWlMNiniBmDcMiDvALD9U+DEOqDyCnDoZ/EFAAol4B8LBMSKs0J7BgJeQYCHvzhKTektbl3dxHMVKkDhKg5NlyvEJSPkCoCJJRE1IdjHDc8Oj8Wzw2OhrarFnuxi7DxThGP5pThzuRwXNZXQVtVBW1WK480MwPJFKWJlFxArv4AwWSECoEGgTAN/mQbeqISnrAqeqIIHqqCQWadFKEfeGXjjiFW+qzEWTXAKCwuh0+kQHBxscjw4OBj5+Y2vtpqfn9/o+XV1dSgsLERoaGiT5zR1zzlz5mDWrFkdeJLWkStccAXmaxFqq72uiUiMH4DHwnzQK0yNpC6d4KpgHXmzQvsCD34lFmmf3wOcXC8ud3H5GFBbARQcFl8dJqtPdBrZmpzWUjLEZIkchIsKuHs+0Ot+qSOxGT5urhgeH4zh8Vd/v1XV6nC2qByXS6tRWFaNwtIaFJXXQFF6EVFX/kSsdgeiK4/AV3+l3d+rgxx6yKGDHAJk0EEOQ3uNvr6SxZASCQ1+BjX9M6lSLu0/rq3S/n5914ggCM12lzR2/vXH23LPGTNmYPr06cb3Wq0WERERrQu+DTrH9AJm5pr9vq01sv5F7aBwAaKSxRfeFOfL0eQCl48DRaeA8gKg7DJQdgmoLBaXf6gpB2pKgbpqQFcj1vU0SbjarMvudCKgrhLY/RUTnBa4uSrQI8QHPUIA1FYCmUuAQ980/g8v30hxmZpOXQDPILHF2TMQcPetb3X2ErcKpZhgKpSA3AUKmQwKAOYeX9vJzPdrK4smOAEBAVAoFA1aVgoKChq0wBiEhIQ0er6Liwv8/f2bPaepe6pUKqhUqvY+BjkjuRzoFCW+kNri6QDEpMiQ6Ag6sWhZ0IuJTX3/Nkz6sK/LdBqUwzETIgelvQh8PQrI3Q1UlwEqL6kjsm3VZcDer8Xu9PIC8ZhMDnROAmJTxaV5guL53/E6Fk1wlEolEhMTkZ6ejvvvv5qlp6en49577230muTkZPznP/8xObZ+/XokJSXB1dXVeE56erpJHc769euRkpJigacgaiW5HJC7SR0Fke1TR4itDSU5wLk/ge6jpI7Idh1bLa6nV1ksvldHADdOAXo/CHj4SRubjbN4F9X06dORlpaGpKQkJCcnY+HChcjJycGkSZMAiN1HFy5cwHfffQdAHDG1YMECTJ8+HRMnTsSOHTuwaNEik9FRU6ZMwdChQ/Hee+/h3nvvxW+//YYNGzZg27Ztln4cIiLqKJkMiLkFyPhWrHljgtOQXgf87/+AbfPE935dgSHTgb5jxMEM1CKLJzhjxoxBUVERZs+ejby8PPTu3RurV69GVFQUACAvL89kTpzo6GisXr0a06ZNw2effYawsDB88sknePDBB43npKSk4KeffsJrr72G119/HV27dsWyZcswaNAgSz8OERGZQ9f6BMewxAxdVV4ozs+VvVl8P2gSMPItwEUpbVx2xuLz4NgiS82DQ0RErVRRDLwfA0AAph8DfEKljsg2lOYD/xoJaHIAV0/gnk+APg9JHZXNaMvvb44hJiIi6/PwMy4rgzObpIzEdtRWAksfEZObTtHAxD+Y3HQAExwiIpJGzC3i9gy7qSAIYjHxxQxxVvW0X8SRUdRuTHCIiEgaXQ0JzqZGpklwMls+AA6tEGdCH/094BcjdUR2jwkOERFJI2IQ4OohTqBZIN2U/pI78huw8W1x/855QPQQaeNxEExwiIhIGi4qIKp+/jJnHU1VUQysek7cHzwZSHxc2ngcCBMcIiKSjrPX4Wz5AKgqAYJ6iUPByWyY4BARkXQMdThn/xTXdXMmhaeA3QvF/VFvi2vikdkwwSEiIukE9QS8gsXFN3N3SR2NdaW/Ia5dFzvqaqJHZsMEh4iIpCOTicXGAJB/SNpYrCl7C3D8d0CmAFLZNWUJTHCIiEhaAbHituiUtHFYi14HrHtF3L9hAhAYJ208DooJDhERScu/m7h1lgTnwDIg/yCgUgM3vyx1NA6LCQ4REUnLmOCcljYOaxAEYMdn4v6Q6YCnv7TxODAmOEREJC1DgqM9D9RUSBuLpV3YB1w6BLi4cc4bC2OCQ0RE0vLwE9dfAoDiM9LGYmn7vhG3ve6/+sxkEUxwiIhIes5Qh1OlAQ79Iu4nPiFpKM6ACQ4REUnPkOAUO3AdzsF/A7UVQGCPq0PjyWKY4BARkfT8u4pbRy00FgRg72JxP/Ev4vw/ZFFMcIiISHp+hgTHQbuoLmQAlw6KxcV9R0sdjVNggkNERNJz9BocQ3Fxz/vEomqyOCY4REQkPb8YcVtRBFQUSxuLuVVpgUMrxH0WF1sNExwiIpKeygvwDhP3HW2o+NFVYnFxQBwQOVjqaJwGExwiIrIN/g5ah3N8jbjt/SCLi62ICQ4REdkGR6zDqasGTm8U97uPkjYWJ8MEh4iIbIMjJjhntwG15YB3KBDaT+ponAoTHCIisg2OmOCcWCduY1PZPWVlTHCIiMg2GBOcM+LEePZOEIATa8X97rdJG4sTYoJDRES2oVMUIFOIXTql+VJH03GXjwMl5wCFCoi5WeponA4THCIisg0KV6BTF3HfEbqpDK030UMBpae0sTghJjhERGQ7HKkOx1B/w9FTkmCCQ0REtsNREpyKYiB3p7jPBEcSTHCIiMh2OMqq4qf+AAQ9ENQL8I2UOhqnZNEE58qVK0hLS4NarYZarUZaWhpKSkqaPL+2thYvvfQS+vTpA09PT4SFheGxxx7DxYsXTc4bNmwYZDKZyWvs2LGWfBQiIrIGR2nBMY6eYuuNVCya4IwbNw5ZWVlYu3Yt1q5di6ysLKSlpTV5fkVFBTIyMvD6668jIyMDv/zyC06cOIF77rmnwbkTJ05EXl6e8fXPf/7Tko9CRETWYGjBuZIN6OqkjaW9dHXAqXRxn8PDJeNiqRsfPXoUa9euxc6dOzFo0CAAwFdffYXk5GQcP34ccXFxDa5Rq9VIT083Ofbpp59i4MCByMnJQWTk1WY+Dw8PhISEWCp8IiKSgncY4OIO1FUCmlzAL1rqiNoubz9QpQHcfIHwJKmjcVoWa8HZsWMH1Gq1MbkBgMGDB0OtVmP79u2tvo9Go4FMJoOvr6/J8R9++AEBAQHo1asXnn/+eZSWljZ5j+rqami1WpMXERHZILkcUHcW9zXnpY2lvQzFxZGDAblC2licmMVacPLz8xEUFNTgeFBQEPLzWzeBU1VVFV5++WWMGzcOPj4+xuPjx49HdHQ0QkJCcOjQIcyYMQP79+9v0PpjMGfOHMyaNat9D0JERNalDhdrcOw1wcnZIW4jB0sbh5NrcwvOzJkzGxT4Xv/au3cvAEDWyLobgiA0evx6tbW1GDt2LPR6PT7//HOTzyZOnIgRI0agd+/eGDt2LH7++Wds2LABGRkZjd5rxowZ0Gg0xldubm5bH5uIiKxFHS5utXaY4AgCkFPfghPBBEdKbW7BeeaZZ1ocsdSlSxccOHAAly5davDZ5cuXERwc3Oz1tbW1GD16NLKzs/G///3PpPWmMQMGDICrqytOnjyJAQMGNPhcpVJBpVI1ew8iIrIR6ghxa48tOMVngPLLgEIJhCVIHY1Ta3OCExAQgICAgBbPS05Ohkajwe7duzFw4EAAwK5du6DRaJCSktLkdYbk5uTJk9i4cSP8/f1b/K7Dhw+jtrYWoaGhrX8QIiKyTYYWHHtMcAytN2EJgKubtLE4OYsVGcfHx+O2227DxIkTsXPnTuzcuRMTJ07EXXfdZTKCqkePHli5ciUAoK6uDg899BD27t2LH374ATqdDvn5+cjPz0dNTQ0A4PTp05g9ezb27t2Ls2fPYvXq1Xj44YeRkJCAG2+80VKPQ0RE1uJjx0XG1xYYk6QsOg/ODz/8gD59+iA1NRWpqano27cvvv/+e5Nzjh8/Do1GAwA4f/48Vq1ahfPnz6N///4IDQ01vgwjr5RKJf744w+MGjUKcXFxeO6555CamooNGzZAoWC1OhGR3bu2i0oQpI2lrVh/YzMsNooKAPz8/LBkyZJmzxGu+cvbpUsXk/eNiYiIwObNm80SHxER2SDDMPGaMqCqBHDvJGk4rVZeBBSeEPcjBjV/Llkc16IiIiLb4uoOeNTXetpTN1XuLnEbEAd4tlw/SpbFBIeIiGyPsdD4grRxtIWx/oatN7aACQ4REdkeY4JjR/OWGepvIpOljYMAMMEhIiJbZG9DxWurgIuZ4j7rb2wCExwiIrI99pbgXMwEdDWAZxDgFyN1NAQmOEREZIvsLcExrj81CGjFckRkeUxwiIjI9tjbcg2GEVSsv7EZTHCIiMj2GFpwSvMAXZ20sbREEIDze8R91t/YDCY4RERkezyDALkrIOiAsnypo2me9gJQUQTIFEBwb6mjoXpMcIiIyPbI5YBPmLhv691UefvFbVA8F9i0IUxwiIjINtlLHU7eAXEb0lfaOMgEExwiIrJN9jLZX359ghPKBMeWMMEhIiLbZC9DxQ1dVKH9pI2DTDDBISIi22QP61GVF4pFxgALjG0MExwiIrJN9tCCY2i98esKuPlIGwuZYIJDRES2yR5qcFh/Y7OY4BARkW3y6Sxuq0qA6lJJQ2kS629sFhMcIiKyTW4+gJta3LfVOhwOEbdZTHCIiMh22fJcOFVaoPi0uM8WHJvDBIeIiGyXoZvKFutwLh0Stz6dAc8AaWOhBpjgEBGR7TIUGmttsIuK9Tc2jQkOERHZLlseKs76G5vGBIeIiGyXLdfgGIeIswXHFjHBISIi22Wrc+HUVgEFR8V9zoFjk5jgEBGR7fIJE7fai4BeL20s1yo4Agg6wN3vaiE02RQmOEREZLt8wgDIAF0NUFEkdTRXXVtgLJNJGws1igkOERHZLoUr4BUs7mttqA6HSzTYPCY4RERk2wzdVLY0m/GlI+KWK4jbLCY4RERk29T1NS7ai9LGYSAIVwuMg3pKGws1iQkOERHZNkMRr610UWkvAtUaQKYAAmKljoaaYNEE58qVK0hLS4NarYZarUZaWhpKSkqaveaJJ56ATCYzeQ0ePNjknOrqajz77LMICAiAp6cn7rnnHpw/byN/8YmIyLx8bKwFx9B6498NcFFJGws1yaIJzrhx45CVlYW1a9di7dq1yMrKQlpaWovX3XbbbcjLyzO+Vq9ebfL51KlTsXLlSvz000/Ytm0bysrKcNddd0Gn01nqUYiISCqGLipbqcEpqK+/CYqXNg5qloulbnz06FGsXbsWO3fuxKBBgwAAX331FZKTk3H8+HHExcU1ea1KpUJISEijn2k0GixatAjff/89RowYAQBYsmQJIiIisGHDBowaNcr8D0NERNKxtS4q1t/YBYu14OzYsQNqtdqY3ADA4MGDoVarsX379mav3bRpE4KCgtC9e3dMnDgRBQUFxs/27duH2tpapKamGo+FhYWhd+/eLd6XiIjskDHBybONyf4uGxIctuDYMou14OTn5yMoKKjB8aCgIOTn5zd53e23346HH34YUVFRyM7Oxuuvv45bb70V+/btg0qlQn5+PpRKJTp16mRyXXBwcJP3ra6uRnV1tfG9Vqtt51MREZHVeYcAkAH6WqD8MuAdLF0sej1QcEzcZwuOTWtzC87MmTMbFAFf/9q7dy8AQNbI7I6CIDR63GDMmDG488470bt3b9x9991Ys2YNTpw4gd9//73ZuJq775w5c4yFzmq1GhEREW14YiIikpTCtT7JAaCVuA6n5CxQVwkoVIBftLSxULPa3ILzzDPPYOzYsc2e06VLFxw4cACXLl1q8Nnly5cRHNz67Ds0NBRRUVE4efIkACAkJAQ1NTW4cuWKSStOQUEBUlJSGr3HjBkzMH36dON7rVbLJIeIyJ74dAZK88QEp/MA6eIw1N8ExgFyhXRxUIvanOAEBAQgICCgxfOSk5Oh0Wiwe/duDBw4EACwa9cuaDSaJhORxhQVFSE3NxehoaEAgMTERLi6uiI9PR2jR48GAOTl5eHQoUN4//33G72HSqWCSsWhfEREdssnDLgA6UdSGUdQsXvK1lmsyDg+Ph633XYbJk6ciJ07d2Lnzp2YOHEi7rrrLpMRVD169MDKlSsBAGVlZXj++eexY8cOnD17Fps2bcLdd9+NgIAA3H///QAAtVqNCRMm4B//+Af++OMPZGZm4tFHH0WfPn2Mo6qIiMjBqMPFrdRdVAUsMLYXFisyBoAffvgBzz33nHHE0z333IMFCxaYnHP8+HFoNBoAgEKhwMGDB/Hdd9+hpKQEoaGhuOWWW7Bs2TJ4e3sbr/noo4/g4uKC0aNHo7KyEsOHD8fixYuhULC5kIjIIRnWo7KZBIctOLZOJgiCIHUQ1qbVaqFWq6HRaODj4yN1OERE1JJDvwA//wWITAaeXCtNDHU1wDuhgL4OmHoI8GUtp7W15fc316IiIiLbZ+iikrIGp/i0mNwova/GQzaLCQ4REdk+QxdV6UVAL9GyPNcu0dDMdCdkG5jgEBGR7fMKAWRysQWl/LI0MbDA2K4wwSEiItuncBGTHEC6bioWGNsVJjhERGQfDKuKSzWSiquI2xUmOEREZB+kHCpeUwEUZ4v7bMGxC0xwiIjIPvgYRlKdt/53Fx4HIAAe/oBXoPW/n9qMCQ4REdkHYxfVRet/t3ENKnZP2QsmOEREZB+k7KK6fEzcsv7GbjDBISIi+2DoopKiBefycXEb1MP6303twgSHiIjsg7EFR4LJ/oxdVExw7AUTHCIisg/eIYBMAQg6oOyS9b63phwoyRH3meDYDSY4RERkH+QKwDtU3LdmN1XhSRhHUHkGWO97qUOY4BARkf0wdFNZc6i4of6GI6jsChMcIiKyH1IMFb9sqL+Js953UocxwSEiIvvhI8FyDcYWHNbf2BMmOEREZD/UhtmMc633nYY5cNiCY1eY4BARkf3wjRS3hlFNllZbCVw5K+5zkj+7wgSHiIjshyHBuXLOOt9XdAoQ9IB7J8CTa1DZEyY4RERkPwwJTmUxUF1q+e8rMHRP9QBkMst/H5kNExwiIrIfbmrAzVfct0Y3Fetv7BYTHCIisi+dosStVRMc1t/YGyY4RERkX6xZaGwcIs4WHHvDBIeIiOyLb30LjqULjeuqgeIz4j7nwLE7THCIiMi+GBKcEgsnOEWnxIU9VWpxoU+yK0xwiIjIvhi7qCyc4Bjqb4I4gsoeMcEhIiL7Yq0iY9bf2DUmOEREZF/UEeK2SgNUlljuey5fMwcO2R0mOEREZF9UXoCHv7hvyVacAs6BY8+Y4BARkf3xtXA3VV0NUHxa3OccOHaJCQ4REdkfSxcaF58G9HWA0hvwCbPMd5BFWTTBuXLlCtLS0qBWq6FWq5GWloaSkpJmr5HJZI2+PvjgA+M5w4YNa/D52LFjLfkoRERkSyxdaHzpsLgNiucIKjvlYsmbjxs3DufPn8fatWsBAH/961+RlpaG//znP01ek5eXZ/J+zZo1mDBhAh588EGT4xMnTsTs2bON793d3c0YORER2TRLz2ZccETcBve0zP3J4iyW4Bw9ehRr167Fzp07MWjQIADAV199heTkZBw/fhxxcY0XbYWEmE6m9Ntvv+GWW25BTEyMyXEPD48G5xIRkZOw9GzGlwwJTm/L3J8szmJdVDt27IBarTYmNwAwePBgqNVqbN++vVX3uHTpEn7//XdMmDChwWc//PADAgIC0KtXLzz//PMoLS1t8j7V1dXQarUmLyIismPXFhkLgvnvb+yiYguOvbJYC05+fj6CgoIaHA8KCkJ+fn6r7vHtt9/C29sbDzzwgMnx8ePHIzo6GiEhITh06BBmzJiB/fv3Iz09vdH7zJkzB7NmzWr7QxARkW3yrZ8Lp6YUqLwCePiZ795VWkBT3/XFLiq71eYWnJkzZzZZCGx47d27F4BYMHw9QRAaPd6Yr7/+GuPHj4ebm5vJ8YkTJ2LEiBHo3bs3xo4di59//hkbNmxARkZGo/eZMWMGNBqN8ZWbm9vGpyYiIpvi6g54BYv75h5JVXBU3HqHAe6dzHtvspo2t+A888wzLY5Y6tKlCw4cOIBLly41+Ozy5csIDg5u8Xu2bt2K48ePY9myZS2eO2DAALi6uuLkyZMYMGBAg89VKhVUKlWL9yEiIjviGwmUXRLrcMISzHffgvruKbbe2LU2JzgBAQEICAho8bzk5GRoNBrs3r0bAwcOBADs2rULGo0GKSkpLV6/aNEiJCYmol+/fi2ee/jwYdTW1iI0NLTlByAiIsfgGwWc32P+kVSGAmPW39g1ixUZx8fH47bbbsPEiROxc+dO7Ny5ExMnTsRdd91lMoKqR48eWLlypcm1Wq0W//73v/HUU081uO/p06cxe/Zs7N27F2fPnsXq1avx8MMPIyEhATfeeKOlHoeIiGyNpYaKGwqMOYLKrll0or8ffvgBffr0QWpqKlJTU9G3b198//33JuccP34cGo3G5NhPP/0EQRDwyCOPNLinUqnEH3/8gVGjRiEuLg7PPfccUlNTsWHDBigUCks+DhER2RJLzGYsCOyichAyQbDE+DrbptVqoVarodFo4OPj0+R5Op0OtbW1VoyMyHxcXV2Z9JNjO/0/4Pv7xdW+n95lnntqLgAf9QRkCuDVPMCF9Zu2pLW/vwELz2RsrwRBQH5+fovLShDZOl9fX4SEhLR65CKRXbl+Lhxz/D03zGAcEMvkxs4xwWmEIbkJCgqCh4cHfzmQ3REEARUVFSgoKAAAFuCTY1KHA5ABtRVAeSHgFdjxe3KCP4fBBOc6Op3OmNz4+/tLHQ5RuxnWZysoKEBQUBC7q8jxuKgA71Cg9KLYimPOBIf1N3bPokXG9shQc+Ph4SFxJEQdZ/h7zFoycljGQuOz5rlfAdegchRMcJrAbilyBPx7TA7Pv5u4vXyi4/fS1QKXj4v77KKye0xwiIjIfgXFi1vD0O6OKDoF6GsBpffVliGyW0xwyGF16dIF8+fPlzoMIrIkQ62MYf2ojjAWGMebZ0QWSYoJDtmVs2fPQiaTISsrq8Fnw4YNw9SpU9t8z+3bt+OOO+5Ap06d4Obmhj59+mDu3LnQ6XQdD5iILMvQlVR8Bqit7Ni9jPU37J5yBExwyKmtXLkSN998M8LDw7Fx40YcO3YMU6ZMwdtvv42xY8fCCefBJLIvXsGAux8g6IHLxzp2Ly7R4FCY4DiQ0tJSjB8/Hp6enggNDcVHH33UoFVjyZIlSEpKgre3N0JCQjBu3DjjXCkAsGnTJshkMqxbtw4JCQlwd3fHrbfeioKCAqxZswbx8fHw8fHBI488goqKCuN1w4YNw7PPPoupU6eiU6dOCA4OxsKFC1FeXo6//OUv8Pb2RteuXbFmzRrjNTqdDhMmTEB0dDTc3d0RFxeHjz/+2Oz/TcaNGwcvLy+EhYXh008/NX5WXl6OiRMn4p577sHChQvRv39/dOnSBU899RS+/fZb/Pzzz1i+fLlZ4yEiM5PJgOBe4n5Hu6k4B45DYYLTCoIgoKKmTpJXW1oQpk+fjj///BOrVq1Ceno6tm7dioyMDJNzampq8NZbb2H//v349ddfkZ2djSeeeKLBvWbOnIkFCxZg+/btyM3NxejRozF//nz8+OOP+P3335Genm6SLADAt99+i4CAAOzevRvPPvss/v73v+Phhx9GSkoKMjIyMGrUKKSlpRkTI71ej/DwcCxfvhxHjhzBG2+8gVdeecWsScUHH3yAvn37IiMjAzNmzMC0adOQnp4OAFi/fj2Kiorw/PPPN7ju7rvvRvfu3bF06VKzxUJEFmIoNL7UgULj0kuAJheADAjpY5awSFqc6K8VKmt16PnGOkm++8jsUfBQtvzHVFpaim+//RY//vgjhg8fDgD45ptvEBYWZnLek08+adyPiYnBJ598goEDB6KsrAxeXl7Gz/7v//7PuDr7hAkTMGPGDJw+fRoxMTEAgIceeggbN27ESy+9ZLymX79+eO211wAAM2bMwLvvvouAgABMnDgRAPDGG2/giy++wIEDBzB48GC4urpi1qxZxuujo6Oxfft2LF++HKNHj272eVNSUiCXm+bnlZWV6N+/v8mxG2+8ES+//DIAoHv37vjzzz/x0UcfYeTIkThxQhxWGh8f3+h39OjRw3gOEdmwIDMUGp/fU3+veMCt+TWOyD6wBcdBnDlzBrW1tRg4cKDxmFqtRlxcnMl5mZmZuPfeexEVFQVvb28MGzYMAJCTk2NyXt++fY37wcHB8PDwMCY3hmPXdm1df41CoYC/vz/69Oljcg0Ak+u+/PJLJCUlITAwEF5eXvjqq68axNKYZcuWISsry+SVlJTU4Lzk5OQG748eNf0h2FQrmSAInEeGyB4Yu6iOtP8e53eL2/AbOh4P2QS24LSCu6sCR2aPkuy7W8PwS/r6X8jX/vIuLy9HamoqUlNTsWTJEgQGBiInJwejRo1CTU2NyXWurq7GfZlMZvLecEyv1zd5TWPXGWIzXLd8+XJMmzYNc+fORXJyMry9vfHBBx9g166WVwWOiIhAt27dTI4ZliZoiSGO7t27AwCOHj2KlJSUBucdO3YMPXuyL57I5gX2ELeleUBFMeDh1/Z7nN8rbiMGNn8e2Q0mOK0gk8la1U0kpa5du8LV1RW7d+9GREQEAHFZ+ZMnT+Lmm28GIP7CLiwsxLvvvms8Z+/evZLFvHXrVqSkpGDy5MnGY6dPnzbrd+zcubPB+x49xB+Gqamp8PPzw9y5cxskOKtWrcLJkyfx1ltvmTUeIrIANx9AHQlocsRuqi43tu16XS1wob5ekS04DoNdVA7C29sbjz/+OF544QVs3LgRhw8fxpNPPgm5XG5ssYiMjIRSqcSnn36KM2fOYNWqVZL+Au/WrRv27t2LdevW4cSJE3j99dexZ88es37Hn3/+iffffx8nTpzAZ599hn//+9+YMmUKAMDT0xP//Oc/8dtvv+Gvf/0rDhw4gLNnz2LRokV44okn8NBDD7VYC0RENsI44V87uqkuHQLqKgE3NeAfa964SDJMcBzIvHnzkJycjLvuugsjRozAjTfeiPj4eLi5uQEAAgMDsXjxYvz73/9Gz5498e677+LDDz+ULN5JkybhgQcewJgxYzBo0CAUFRWZtOaYwz/+8Q/s27cPCQkJeOuttzB37lyMGnW1u9FQLJ2bm4uhQ4ciLi4O8+bNw6uvvoqffvqJNThE9qIjI6kM3VPhNwBy/lp0FDLBCWcy02q1UKvV0Gg08PExrZavqqpCdnY2oqOjjYmBvSovL0fnzp0xd+5cTJgwQepwSAKO9PeZqFkH/g388hQQMRiY0MZRrysmAgeXA8NmAMNetkx8ZBbN/f6+nm0XllCbZGZm4tixYxg4cCA0Gg1mz54NALj33nsljoyIyMKuXZNKENq2lpRhiDjrbxwKExwH8+GHH+L48eNQKpVITEzE1q1bERAQIHVYRESW5R8LyF2Aag2gOQ/4RrTuurLLwJVsADIgvOFUE2S/mOA4kISEBOzbt0/qMIiIrM9FKSY5l4+KrTitTXAMrTeBcWKRMTkMVlMREZFjMHZTtaHQmN1TDosJDhEROQbjSKo2DBVnguOwmOAQEZFjCGrjquK6OuBCfbc+ZzB2OExwiIjIMRi6qAqPi7MTt6TgCFBbAah8gIC4ls8nu8IEh4iIHIM6ElB6A7oaIG9/y+cbFtjsnMgJ/hwQ/0SJiMgxyOVA91Rx//DKls8/t13csnvKITHBIYfyxBNP4L777uvwfWbOnIn+/ft3+D6tYa6YiQhArwfE7eGVgF7f9HmVJcCx38X92FFNn0d2iwkOUSOef/55/PHHHx26R5cuXTB//vwGx9ubPOXm5mLChAkICwuDUqlEVFQUpkyZgqKiog7FSeRQuo0Qa2q0F4DcXU2fd+hnoK4KCOoJdB5gvfjIapjgEF1DEATU1dXBy8sL/v7+UodjdObMGSQlJeHEiRNYunQpTp06hS+//BJ//PEHkpOTUVxcLHWIRLbB1Q3ocae4f/iXps/L+F7cJqS1bVkHshtMcBxIaWkpxo8fD09PT4SGhuKjjz7CsGHDMHXqVOM5S5YsQVJSEry9vRESEoJx48ahoKDA+PmmTZsgk8mwbt06JCQkwN3dHbfeeisKCgqwZs0axMfHw8fHB4888ggqKiqM1w0bNgzPPvsspk6dik6dOiE4OBgLFy5EeXk5/vKXv8Db2xtdu3bFmjVrjNfodDpMmDAB0dHRcHd3R1xcHD7++ONWP69Op8P06dPh6+sLf39/vPjii7h+7VhBEPD+++8jJiYG7u7u6NevH37++edGnzcpKQkqlQpbt241aWVZt24d3NzcUFJSYnLv5557DjfffHOr423JrFmzEBQUBB8fH/ztb39DTU2N8bOnn34aSqUS69evx80334zIyEjcfvvt2LBhAy5cuIBXX33VbHEQ2b3eD4rbw78Cel3Dz/MOAHlZgNwV6DvGmpGRFVk0wXn77beRkpICDw8P+Pr6tuoaQRAwc+ZMhIWFwd3dHcOGDcPhw6azUlZXV+PZZ59FQEAAPD09cc899+D8+fMWeAJjUEBNuTSvNiz2Pn36dPz5559YtWoV0tPTsXXrVmRkZJicU1NTg7feegv79+/Hr7/+iuzsbDzxxBMN7jVz5kwsWLAA27dvR25uLkaPHo358+fjxx9/xO+//4709HR8+umnJtd8++23CAgIwO7du/Hss8/i73//Ox5++GGkpKQgIyMDo0aNQlpamjEx0uv1CA8Px/Lly3HkyBG88cYbeOWVV7B8+fJWPe/cuXPx9ddfY9GiRdi2bRuKi4uxcqVpYeFrr72Gb775Bl988QUOHz6MadOm4dFHH8XmzZtNznvxxRcxZ84cHD16FH379jX5bMSIEfD19cWKFSuMx3Q6HZYvX47x48e3KtaW/PHHHzh69Cg2btyIpUuXYuXKlZg1axYAoLi4GOvWrcPkyZPh7u5ucl1ISAjGjx+PZcuWNUjuiJxWzDDAvRNQXgCc3dbw88z61psedwKettNSS2YmWNAbb7whzJs3T5g+fbqgVqtbdc27774reHt7CytWrBAOHjwojBkzRggNDRW0Wq3xnEmTJgmdO3cW0tPThYyMDOGWW24R+vXrJ9TV1bXqOzQajQBA0Gg0DT6rrKwUjhw5IlRWVl49WF0mCG/6SPOqLmvVM2m1WsHV1VX497//bTxWUlIieHh4CFOmTGnyut27dwsAhNLSUkEQBGHjxo0CAGHDhg3Gc+bMmSMAEE6fPm089re//U0YNWqU8f3NN98s3HTTTcb3dXV1gqenp5CWlmY8lpeXJwAQduzY0WQ8kydPFh588MFWPXNoaKjw7rvvGt/X1tYK4eHhwr333isIgiCUlZUJbm5uwvbt202umzBhgvDII4+YPO+vv/5qcs6bb74p9OvXz/j+ueeeE2699Vbj+3Xr1glKpVIoLi5uMr6oqChBqVQKnp6eJi9XV1eTez/++OOCn5+fUF5ebjz2xRdfCF5eXoJOpxN27twpABBWrlzZ6PfMmzdPACBcunSpwWeN/n0mcga/PSv+DP3tWdPjNZWCMCdS/OzkhsavJZvV3O/v61m0BWfWrFmYNm0a+vTp06rzBUHA/Pnz8eqrr+KBBx5A79698e2336KiogI//vgjAECj0WDRokWYO3cuRowYgYSEBCxZsgQHDx7Ehg0bLPk4Nu3MmTOora3FwIFXhzuq1WrExZlOXpWZmYl7770XUVFR8Pb2xrBhwwAAOTk5Judd24oRHBwMDw8PxMTEmBy7tmvr+msUCgX8/f1N/uyDg4MBwOS6L7/8EklJSQgMDISXlxe++uqrBrE0RqPRIC8vD8nJycZjLi4uSEq6uhrwkSNHUFVVhZEjR8LLy8v4+u6773D69GmT+117XWPGjx+PTZs24eLFiwCAH374AXfccQc6derU7HUvvPACsrKyTF6TJk1qcF6/fv3g4eFhfJ+cnIyysjLk5uY2e38AxpYbGesIiK7qXT+a6ugq00n/jv0XqCoB1BFAzC2ShEbWYVOriWdnZyM/Px+pqanGYyqVCjfffDO2b9+Ov/3tb9i3bx9qa2tNzgkLC0Pv3r2xfft2jBrVcLhfdXU1qqurje+1Wm3bAnP1AF652PYHMgdXj5bPQdO/5IRrui3Ky8uRmpqK1NRULFmyBIGBgcjJycGoUaNM6j0AwNXV1bgvk8lM3huO6a8bgtnYOdffB4DxuuXLl2PatGmYO3cukpOT4e3tjQ8++AC7djUz8qENDN/z+++/o3PnziafqVQqk/eenp7N3mvgwIHo2rUrfvrpJ/z973/HypUr8c0337QYQ0BAALp162ZyzM/PrzXhAxD/m3Xr1g0ymQxHjhxpdDj5sWPH0KlTJwQEBLT6vkQOr8sQwDNI7KY6swmIHSkez/hO3PYfz8n9HJxNJTj5+fkArv5L3yA4OBjnzp0znqNUKhv8yzk4ONh4/fXmzJljrGdoF5kMUDb/C1BqXbt2haurK3bv3o2IiAgAYiJ38uRJYyHssWPHUFhYiHfffdd4zt69eyWLeevWrUhJScHkyZONx65vWWmKWq1GaGgodu7ciaFDhwIA6urqsG/fPgwYIA757NmzJ1QqFXJycsxSDDxu3Dj88MMPCA8Ph1wux5133tnhexrs378flZWVxhqbnTt3wsvLy/hdI0eOxOeff45p06aZ1OHk5+fjhx9+wGOPPcYWHKJryRVAz3uBPV8B//s/4NQfgKADsjcDkAEJ5qmfI9vV5vR15syZkMlkzb46+kuzsVaIln54N3fOjBkzoNFojK/WNPvbG29vbzz++ON44YUXsHHjRhw+fBhPPvkk5HK58b9LZGQklEolPv30U5w5cwarVq3CW2+9JVnM3bp1w969e7Fu3TqcOHECr7/+Ovbs2dPq66dMmYJ3330XK1euxLFjxzB58mSTkU7e3t54/vnnMW3aNHz77bc4ffo0MjMz8dlnn+Hbb79tc7zjx49HRkYG3n77bTz00ENwc3Nr8z2aUlNTgwkTJuDIkSNYs2YN3nzzTTzzzDOQ1/8Lc8GCBaiursaoUaOwZcsW5ObmYu3atRg5ciQ6d+6Mt99+22yxEDmMPg+J27wsYNcXwO6F4vuutwC+kZKFRdbR5hacZ555BmPHjm32nC5durQrmJCQEADiv0pDQ0ONxwsKCoytOiEhIaipqcGVK1dMWnEKCgqQkpLS6H1VKlWDLglHNG/ePEyaNAl33XUXfHx88OKLLyI3N9f4izgwMBCLFy/GK6+8gk8++QQDBgzAhx9+iHvuuUeSeCdNmoSsrCyMGTMGMpkMjzzyCCZPnmwylLw5//jHP5CXl4cnnngCcrkcTz75JO6//35oNBrjOW+99RaCgoIwZ84cnDlzBr6+vhgwYABeeeWVNscbGxuLG264AXv27Gl0Ar+OGD58OGJjYzF06FBUV1dj7NixmDlzpsl37927FzNnzsSYMWNQVFSEkJAQ3HfffXjzzTfb1O1F5DQiBwP3fQkUnbx6TO7K1htnYdFy53rffPNNq0ZR6fV6ISQkRHjvvfeMx6qrqwW1Wi18+eWXgiCII4NcXV2FZcuWGc+5ePGiIJfLhbVr17YqnjaPorJTZWVlglqtFv71r39JHQpJxJH+PhMRtWUUlUVrcHJyclBcXIycnBzodDpkZWUBELsmvLy8AAA9evTAnDlzcP/990Mmk2Hq1Kl45513EBsbi9jYWLzzzjvw8PDAuHHjAIi1FxMmTMA//vEP+Pv7w8/PD88//zz69OmDESNGWPJxbF5mZiaOHTuGgQMHQqPRYPbs2QCAe++9V+LIiIiIrMuiCc4bb7xhUuuQkJAAANi4caNxePLx48dNuhRefPFFVFZWYvLkybhy5QoGDRqE9evXw9vb23jORx99BBcXF4wePRqVlZUYPnw4Fi9eDIVCYcnHsQsffvghjh8/DqVSicTERGzdutVuR9cYkuDGrFmzBkOGDLFiNEREZE9kguB8059qtVqo1WpoNBr4+PiYfFZVVYXs7GxER0ebtYiU2u7UqVNNfta5c+cGs/pSQ/z7TESOpLnf39ezqWHiRNe6fv4YIiKi1uIsR0RERORwmOA04fpZeonsEf8eE5GzYhfVdZRKJeRyOS5evIjAwEAolUrOEEt2RxAE1NTU4PLly5DL5VAqlVKHRERkVUxwriOXyxEdHY28vDzjwopE9srDwwORkZHGGZGJiJwFE5xGKJVKREZGoq6uDjqdTupwiNpFoVDAxcWFLZBE5JSY4DTBsBL29StkExERke1juzURERE5HCY4RERE5HCY4BAREZHDccoaHMPqFFqtVuJIiIiIqLUMv7dbs8qUUyY4paWlAICIiAiJIyEiIqK2Ki0thVqtbvYcp1xsU6/X4+LFi/D29jb7EFqtVouIiAjk5ua2uBCYI+DzOjY+r2NztucFnO+ZHe15BUFAaWkpwsLCWpzfyylbcORyOcLDwy36HT4+Pg7xl6m1+LyOjc/r2JzteQHne2ZHet6WWm4MWGRMREREDocJDhERETkcJjhmplKp8Oabb0KlUkkdilXweR0bn9exOdvzAs73zM72vNdyyiJjIiIicmxswSEiIiKHwwSHiIiIHA4THCIiInI4THCIiIjI4TDBMaPPP/8c0dHRcHNzQ2JiIrZu3Sp1SBYzZ84c3HDDDfD29kZQUBDuu+8+HD9+XOqwrGLOnDmQyWSYOnWq1KFY1IULF/Doo4/C398fHh4e6N+/P/bt2yd1WBZRV1eH1157DdHR0XB3d0dMTAxmz54NvV4vdWhmsWXLFtx9990ICwuDTCbDr7/+avK5IAiYOXMmwsLC4O7ujmHDhuHw4cPSBGsGzT1vbW0tXnrpJfTp0weenp4ICwvDY489hosXL0oXcAe19Od7rb/97W+QyWSYP3++1eKTChMcM1m2bBmmTp2KV199FZmZmRgyZAhuv/125OTkSB2aRWzevBlPP/00du7cifT0dNTV1SE1NRXl5eVSh2ZRe/bswcKFC9G3b1+pQ7GoK1eu4MYbb4SrqyvWrFmDI0eOYO7cufD19ZU6NIt477338OWXX2LBggU4evQo3n//fXzwwQf49NNPpQ7NLMrLy9GvXz8sWLCg0c/ff/99zJs3DwsWLMCePXsQEhKCkSNHGtftszfNPW9FRQUyMjLw+uuvIyMjA7/88gtOnDiBe+65R4JIzaOlP1+DX3/9Fbt27UJYWJiVIpOYQGYxcOBAYdKkSSbHevToIbz88ssSRWRdBQUFAgBh8+bNUodiMaWlpUJsbKyQnp4u3HzzzcKUKVOkDsliXnrpJeGmm26SOgyrufPOO4Unn3zS5NgDDzwgPProoxJFZDkAhJUrVxrf6/V6ISQkRHj33XeNx6qqqgS1Wi18+eWXEkRoXtc/b2N2794tABDOnTtnnaAsqKnnPX/+vNC5c2fh0KFDQlRUlPDRRx9ZPTZrYwuOGdTU1GDfvn1ITU01OZ6amort27dLFJV1aTQaAICfn5/EkVjO008/jTvvvBMjRoyQOhSLW7VqFZKSkvDwww8jKCgICQkJ+Oqrr6QOy2Juuukm/PHHHzhx4gQAYP/+/di2bRvuuOMOiSOzvOzsbOTn55v8/FKpVLj55pud6ueXTCZz2BZKvV6PtLQ0vPDCC+jVq5fU4ViNUy62aW6FhYXQ6XQIDg42OR4cHIz8/HyJorIeQRAwffp03HTTTejdu7fU4VjETz/9hIyMDOzZs0fqUKzizJkz+OKLLzB9+nS88sor2L17N5577jmoVCo89thjUodndi+99BI0Gg169OgBhUIBnU6Ht99+G4888ojUoVmc4WdUYz+/zp07J0VIVlVVVYWXX34Z48aNc5jFKK/33nvvwcXFBc8995zUoVgVExwzkslkJu8FQWhwzBE988wzOHDgALZt2yZ1KBaRm5uLKVOmYP369XBzc5M6HKvQ6/VISkrCO++8AwBISEjA4cOH8cUXXzhkgrNs2TIsWbIEP/74I3r16oWsrCxMnToVYWFhePzxx6UOzyqc8edXbW0txo4dC71ej88//1zqcCxi3759+Pjjj5GRkeHwf57XYxeVGQQEBEChUDRorSkoKGjwryJH8+yzz2LVqlXYuHEjwsPDpQ7HIvbt24eCggIkJibCxcUFLi4u2Lx5Mz755BO4uLhAp9NJHaLZhYaGomfPnibH4uPjHbZo/oUXXsDLL7+MsWPHok+fPkhLS8O0adMwZ84cqUOzuJCQEABwup9ftbW1GD16NLKzs5Genu6wrTdbt25FQUEBIiMjjT+/zp07h3/84x/o0qWL1OFZFBMcM1AqlUhMTER6errJ8fT0dKSkpEgUlWUJgoBnnnkGv/zyC/73v/8hOjpa6pAsZvjw4Th48CCysrKMr6SkJIwfPx5ZWVlQKBRSh2h2N954Y4Nh/ydOnEBUVJREEVlWRUUF5HLTH4cKhcJhhok3Jzo6GiEhISY/v2pqarB582aH/fllSG5OnjyJDRs2wN/fX+qQLCYtLQ0HDhww+fkVFhaGF154AevWrZM6PItiF5WZTJ8+HWlpaUhKSkJycjIWLlyInJwcTJo0SerQLOLpp5/Gjz/+iN9++w3e3t7Gf/2p1Wq4u7tLHJ15eXt7N6gt8vT0hL+/v8PWHE2bNg0pKSl45513MHr0aOzevRsLFy7EwoULpQ7NIu6++268/fbbiIyMRK9evZCZmYl58+bhySeflDo0sygrK8OpU6eM77Ozs5GVlQU/Pz9ERkZi6tSpeOeddxAbG4vY2Fi888478PDwwLhx4ySMuv2ae96wsDA89NBDyMjIwH//+1/odDrjzy8/Pz8olUqpwm63lv58r0/gXF1dERISgri4OGuHal3SDuJyLJ999pkQFRUlKJVKYcCAAQ49ZBpAo69vvvlG6tCswtGHiQuCIPznP/8RevfuLahUKqFHjx7CwoULpQ7JYrRarTBlyhQhMjJScHNzE2JiYoRXX31VqK6uljo0s9i4cWOj/78+/vjjgiCIQ8XffPNNISQkRFCpVMLQoUOFgwcPSht0BzT3vNnZ2U3+/Nq4caPUobdLS3++13OWYeIyQRAEK+VSRERERFbBGhwiIiJyOExwiIiIyOEwwSEiIiKHwwSHiIiIHA4THCIiInI4THCIiIjI4TDBISIiIofDBIeIiIgcDhMcIiIicjhMcIiIiMjhMMEhIiIih8MEh4iIiBzO/wN6g+S3YoTIfwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "basis = bf.GammaDeriv(\n", - " tau=1 * units.s,\n", - " sigma=1 * units.s,\n", - " T=10 * units.s,\n", - ")\n", - "hrf = basis(ts)\n", - "display(hrf)\n", - "p.figure()\n", - "for i_comp, comp in enumerate(hrf.component.values):\n", - " for i_chromo, chromo in enumerate([\"HbO\"]):\n", - " p.plot(hrf.time, hrf[:, i_comp, i_chromo], label=f\"{comp} {chromo}\")\n", - "\n", - "p.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 31, component: 1, chromo: 2)> Size: 496B\n",
-       "0.0 0.0 0.407 0.407 0.6809 0.6809 ... 0.0918 0.07953 0.07953 0.06882 0.06882\n",
-       "Coordinates:\n",
-       "  * time       (time) float64 248B 0.0 0.125 0.25 0.375 ... 3.375 3.5 3.625 3.75\n",
-       "  * chromo     (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * component  (component) <U10 40B 'afni_gamma'
" - ], - "text/plain": [ - " Size: 496B\n", - "0.0 0.0 0.407 0.407 0.6809 0.6809 ... 0.0918 0.07953 0.07953 0.06882 0.06882\n", - "Coordinates:\n", - " * time (time) float64 248B 0.0 0.125 0.25 0.375 ... 3.375 3.5 3.625 3.75\n", - " * chromo (chromo) " - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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045StimB1.2510.0
1115StimB0.7510.0
2185StimB1.0010.0
\n", - "" - ], - "text/plain": [ - " onset trial_type value duration\n", - "0 10 StimA 0.50 10.0\n", - "1 80 StimA 1.00 10.0\n", - "2 150 StimA 1.50 10.0\n", - "0 45 StimB 1.25 10.0\n", - "1 115 StimB 0.75 10.0\n", - "2 185 StimB 1.00 10.0" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "stim = pd.concat(\n", - " (\n", - " pd.DataFrame({\"onset\": o, \"trial_type\": \"StimA\"} for o in [10, 80, 150]),\n", - " pd.DataFrame({\"onset\": o, \"trial_type\": \"StimB\"} for o in [45, 115, 185]),\n", - " )\n", - ")\n", - "\n", - "stim[\"value\"] = [0.5, 1, 1.5, 1.25, 0.75, 1.0]\n", - "stim[\"duration\"] = 10.\n", - "display(stim)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3. Build a Design Matrix\n", - "\n", - "- Cedalion provides the convenience function `glm.make_design_matrix` to specify model\n", - "- two outputs:\n", - " 1. a design matrix that applies to all channels, with\n", - " - HRF regressors\n", - " - drift regressors\n", - " - constant term\n", - " 2. a list of channel-wise regressors with\n", - " - regressors that can differ between channels. E.g. for the short-distance channel regression one wants to choose for each long channel the content of a short channel. \n", - "\n", - "The functional form of the HRF regressors is specified by the `basis_function` argument. Please refer to the notebook `glm_basis_functions.ipynb` and the sphinx documentation for more details." - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 2400, regressor: 3, chromo: 2)> Size: 115kB\n",
-       "0.0 -0.0 0.0 -0.0 1.0 1.0 0.0 -0.0 0.0 ... 1.0 1.0 0.0 -0.0 0.0 -0.0 1.0 1.0\n",
-       "Coordinates:\n",
-       "  * time       (time) float64 19kB 0.0 0.1 0.2 0.3 ... 239.6 239.7 239.8 239.9\n",
-       "  * regressor  (regressor) <U9 108B 'HRF StimA' 'HRF StimB' 'Drift 0'\n",
-       "  * chromo     (chromo) <U3 24B 'HbO' 'HbR'
" - ], - "text/plain": [ - " Size: 115kB\n", - "0.0 -0.0 0.0 -0.0 1.0 1.0 0.0 -0.0 0.0 ... 1.0 1.0 0.0 -0.0 0.0 -0.0 1.0 1.0\n", - "Coordinates:\n", - " * time (time) float64 19kB 0.0 0.1 0.2 0.3 ... 239.6 239.7 239.8 239.9\n", - " * regressor (regressor) '` for the HRF regressors and `'Drift '` for the\n", - "drift components. \n", - "\n", - "Using such a schema is convenient when one needs to select regressors. If there would be multiple regressors \n", - "for stimulus \"StimA\" one could distinguish all these from other HRF or drift regressors by selecting labels \n", - "that start with 'HRF StimA'." - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "f, ax = p.subplots(1,2,figsize=(12,5))\n", - "dm.sel(chromo=\"HbO\").plot(ax=ax[0], vmin=-1, vmax=1, cmap='RdBu_r')\n", - "dm.sel(chromo=\"HbR\").plot(ax=ax[1], vmin=-1, vmax=1, cmap='RdBu_r')\n", - "p.xticks(rotation=90)\n", - "p.show()\n", - "\n", - "f, ax = p.subplots(1,2,figsize=(12,3))\n", - "for i,chromo in enumerate(dm.chromo.values):\n", - " for reg in dm.regressor.values:\n", - " ax[i].plot(dm.time, dm.sel(chromo=chromo, regressor=reg), label=reg)\n", - " plots.plot_stim_markers(ax[i], stim, y=1)\n", - " ax[i].set_title(f\"chromo={chromo}\")\n", - " ax[i].legend()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4. Add regressors to time series with noise\n", - "\n", - "The time series has two channels: 'S1D1' and 'S1D2'. In this example\n", - "during trial 'StimA' activations should occur only in 'S1D1'. During\n", - "'StimB' activations are only in the other channel.\n", - "\n", - "The regressors are added with different offsets and scaling factors." - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# define offsets and scaling factors\n", - "SCALE_STIMA = 1.25\n", - "OFFSET_STIMA = 0.5\n", - "SCALE_STIMB = 0.75\n", - "OFFSET_STIMB = 0.25\n", - "\n", - "# add scaled regressor and offsets to time series, which up to now contains only noise\n", - "ts.loc[:, \"S1D1\", :] += (\n", - " SCALE_STIMA * dm.sel(regressor=\"HRF StimA\").pint.quantify(\"uM\")\n", - " + OFFSET_STIMA * cedalion.units.uM\n", - ")\n", - "ts.loc[:, \"S1D2\", :] += (\n", - " SCALE_STIMB * dm.sel(regressor=\"HRF StimB\").pint.quantify(\"uM\")\n", - " + OFFSET_STIMB * cedalion.units.uM\n", - ")\n", - "\n", - "# plot original regressors for StimA and StimB\n", - "f, ax = p.subplots(1, 2, sharex=True, sharey=True, figsize=(12,3))\n", - "for i, reg in enumerate([\"HRF StimA\", \"HRF StimB\"]):\n", - " ax[i].plot(dm.time, dm.sel(regressor=reg, chromo=\"HbO\"), \"r-\")\n", - " ax[i].plot(dm.time, dm.sel(regressor=reg, chromo=\"HbR\"), \"b-\")\n", - " ax[i].set_title(f\"Reg {reg}\")\n", - " plots.plot_stim_markers(ax[i], stim, y=1)\n", - " ax[i].grid(True)\n", - "p.tight_layout()\n", - "\n", - "# plot the resulting time series\n", - "f, ax = p.subplots(1, 2, sharex=True, sharey=True, figsize=(12,3))\n", - "for i, ch in enumerate(ts.channel.values):\n", - " ax[i].plot(ts.time, ts.sel(channel=ch, chromo=\"HbO\"), \"r-\")\n", - " ax[i].plot(ts.time, ts.sel(channel=ch, chromo=\"HbR\"), \"b-\")\n", - " ax[i].set_title(f\"Ch {ch}\")\n", - " ax[i].grid(True)\n", - " plots.plot_stim_markers(ax[i], stim, y=1)\n", - "p.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Fitting the GLM - using the same design matrix\n", - "\n", - "The method `glm.fit` is used to fit the GLM to the time series.\n", - "\n", - "- only 'Ordinary Least Squares' (ols) is currently implemented\n", - "- more realistic noise models, AR-ILS not available, yet\n", - "- no stats, uncertainties\n", - "\n", - "- the returned coefficients / betas are stored again in an xr.DataArray" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (regressor: 3, channel: 2, chromo: 2)> Size: 96B\n",
-       "1.245 1.213 -0.003581 -0.01235 -0.0005189 ... 0.7367 0.5004 0.4974 0.2503 0.2489\n",
-       "Coordinates:\n",
-       "  * regressor  (regressor) <U9 108B 'HRF StimA' 'HRF StimB' 'Drift 0'\n",
-       "  * channel    (channel) <U4 32B 'S1D1' 'S1D2'\n",
-       "  * chromo     (chromo) <U3 24B 'HbO' 'HbR'
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betas_S1D1expected
regressorchannelchromo
HRF StimAS1D1HbO1.2451171.25
HbR1.2128121.25
S1D2HbO-0.0035810.00
HbR-0.0123480.00
HRF StimBS1D1HbO-0.0005190.00
HbR-0.0191620.00
S1D2HbO0.7543890.75
HbR0.7367460.75
Drift 0S1D1HbO0.5003750.50
HbR0.4974210.50
S1D2HbO0.2502710.25
HbR0.2489260.25
\n", - "" - ], - "text/plain": [ - " betas_S1D1 expected\n", - "regressor channel chromo \n", - "HRF StimA S1D1 HbO 1.245117 1.25\n", - " HbR 1.212812 1.25\n", - " S1D2 HbO -0.003581 0.00\n", - " HbR -0.012348 0.00\n", - "HRF StimB S1D1 HbO -0.000519 0.00\n", - " HbR -0.019162 0.00\n", - " S1D2 HbO 0.754389 0.75\n", - " HbR 0.736746 0.75\n", - "Drift 0 S1D1 HbO 0.500375 0.50\n", - " HbR 0.497421 0.50\n", - " S1D2 HbO 0.250271 0.25\n", - " HbR 0.248926 0.25" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df = betas.rename(\"betas_S1D1\").to_dataframe()\n", - "# add a column with expected values\n", - "df[\"expected\"] = [\n", - " SCALE_STIMA, SCALE_STIMA,\n", - " 0.0, 0.0,\n", - " 0.0, 0.0,\n", - " SCALE_STIMB, SCALE_STIMB,\n", - " OFFSET_STIMA, OFFSET_STIMA,\n", - " OFFSET_STIMB, OFFSET_STIMB,\n", - "]\n", - "display(df)" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [], - "source": [ - "# helper function to compare original time series and model prediction\n", - "def plot_data_to_fit_comparison(ts, pred, stim):\n", - " f, ax = p.subplots(2,1, sharex=True, figsize=(12,4))\n", - " for i, ch in enumerate(ts.channel.values):\n", - " ax[i].plot(ts.time, ts.sel(channel=ch, chromo=\"HbO\"), \"r-\")\n", - " ax[i].plot(ts.time, ts.sel(channel=ch, chromo=\"HbR\"), \"b-\")\n", - " ax[i].plot(pred.time, pred.sel(channel=ch, chromo=\"HbO\"), \"-\", c=\"#e41a1c\", lw=2)\n", - " ax[i].plot(pred.time, pred.sel(channel=ch, chromo=\"HbR\"), \"-\", c=\"#377eb8\", lw=2)\n", - " ax[i].set_title(f\"Ch {ch}\")\n", - " plots.plot_stim_markers(ax[i], stim, y=1)\n", - " p.tight_layout()" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 2400, channel: 2, chromo: 2)> Size: 77kB\n",
-       "0.5114 0.4946 0.2574 0.2465 0.5114 0.4946 ... 0.2465 0.5114 0.4946 0.2574 0.2465\n",
-       "Coordinates:\n",
-       "  * time     (time) float64 19kB 0.0 0.1 0.2 0.3 0.4 ... 239.6 239.7 239.8 239.9\n",
-       "  * chromo   (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * channel  (channel) <U4 32B 'S1D1' 'S1D2'
" - ], - "text/plain": [ - " Size: 77kB\n", - "0.5114 0.4946 0.2574 0.2465 0.5114 0.4946 ... 0.2465 0.5114 0.4946 0.2574 0.2465\n", - "Coordinates:\n", - " * time (time) float64 19kB 0.0 0.1 0.2 0.3 0.4 ... 239.6 239.7 239.8 239.9\n", - " * chromo (chromo) " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# use all regressors of the design matrix to predict the time series\n", - "pred = glm.predict(ts, betas, dm, channel_wise_regressors)\n", - "display(pred)\n", - "plot_data_to_fit_comparison(ts, pred, stim)\n", - "\n", - "\n", - "# use only HRF-related regressors, i.e. remove the drift/offset\n", - "pred = glm.predict(\n", - " ts,\n", - " # select regressor whose label start with HRF Stim\n", - " betas.sel(regressor=betas.regressor.str.startswith(\"HRF Stim\")),\n", - " dm,\n", - " channel_wise_regressors,\n", - ")\n", - "plot_data_to_fit_comparison(ts, pred, stim)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Fitting the GLM - this time using a slightly different model" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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onsettrial_typevalueduration
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" - ], - "text/plain": [ - " onset trial_type value duration\n", - "0 10 StimA 1.0 10.0\n", - "1 80 StimA 1.0 10.0\n", - "2 150 StimA 1.0 10.0\n", - "0 45 StimB 1.0 10.0\n", - "1 115 StimB 1.0 10.0\n", - "2 185 StimB 1.0 10.0" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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betas_S1D1
regressorchannelchromo
HRF StimAS1D1HbO0.701731
HbR-0.171792
S1D2HbO-0.010971
HbR0.005955
HRF StimBS1D1HbO-0.014195
HbR0.008820
S1D2HbO0.513964
HbR-0.123303
Drift 0S1D1HbO0.511412
HbR0.494552
S1D2HbO0.257442
HbR0.246474
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" - ], - "text/plain": [ - " betas_S1D1\n", - "regressor channel chromo \n", - "HRF StimA S1D1 HbO 0.701731\n", - " HbR -0.171792\n", - " S1D2 HbO -0.010971\n", - " HbR 0.005955\n", - "HRF StimB S1D1 HbO -0.014195\n", - " HbR 0.008820\n", - " S1D2 HbO 0.513964\n", - " HbR -0.123303\n", - "Drift 0 S1D1 HbO 0.511412\n", - " HbR 0.494552\n", - " S1D2 HbO 0.257442\n", - " HbR 0.246474" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# copy the stimulus DataFrame and set all values to 1, i.e.\n", - "# there is no prior knowledge about amplitude differences between trials\n", - "stim_other = stim.copy()\n", - "stim_other[\"value\"] = 1.\n", - "display(stim_other)\n", - "\n", - "# this design matrix also uses Gamma basis functions but \n", - "# the onset (tau) is delayed and the HRF width (sigma) is longer.\n", - "dm_other, channel_wise_regressors_other = glm.make_design_matrix(\n", - " ts,\n", - " None,\n", - " stim_other,\n", - " None,\n", - " basis_function=glm.Gamma(tau=1 * units.s, sigma=7 * units.s, T=10 * units.s),\n", - " drift_order=0,\n", - " short_channel_method=None,\n", - ")\n", - "\n", - "\n", - "betas = glm.fit(ts, dm_other, channel_wise_regressors_other, noise_model=\"ols\")\n", - "\n", - "# display the fitted betas as a DataFrame\n", - "display(betas.rename(\"betas_S1D1\").to_dataframe())" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 2400, channel: 2, chromo: 2)> Size: 77kB\n",
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-       "  * chromo   (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * channel  (channel) <U4 32B 'S1D1' 'S1D2'
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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "pred = glm.predict(ts, betas, dm_other, channel_wise_regressors_other)\n", - "display(pred)\n", - "plot_data_to_fit_comparison(ts, pred, stim_other)\n", - "\n", - "\n", - "pred = glm.predict(\n", - " ts,\n", - " betas.sel(regressor=betas.regressor.str.startswith(\"HRF Stim\")),\n", - " dm_other,\n", - " channel_wise_regressors_other,\n", - ")\n", - "plot_data_to_fit_comparison(ts, pred, stim_other)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Fitting with multiple gaussian kernels" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 90.0)" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "dm_other, channel_wise_regressors_other = glm.make_design_matrix(\n", - " ts,\n", - " None,\n", - " stim_other,\n", - " None,\n", - " basis_function=glm.GaussianKernels(\n", - " t_pre=5 * units.s, t_post=30 * units.s, t_delta=3 * units.s, t_std=2 * units.s\n", - " ),\n", - " drift_order=0,\n", - " short_channel_method=None,\n", - ")\n", - "\n", - "betas = glm.fit(ts, dm_other, channel_wise_regressors_other, noise_model=\"ols\")\n", - "\n", - "f,ax = p.subplots(1,1, figsize=(12,4))\n", - "for reg in dm_other.regressor.values:\n", - " p.plot(dm_other.time, dm_other.sel(chromo=\"HbO\", regressor=reg), label=reg)\n", - "plots.plot_stim_markers(ax, stim_other, y=1.)\n", - "p.legend(ncol=3, loc=\"center right\")\n", - "p.xlim(0,90)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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betas_S1D1
regressorchannelchromo
HRF StimA 0S1D1HbO-0.001390
HbR-0.009949
S1D2HbO-0.021653
HbR0.000936
HRF StimA 1S1D1HbO-0.001548
HbR0.002196
S1D2HbO0.027697
HbR-0.005346
HRF StimA 2S1D1HbO0.198892
HbR-0.040824
S1D2HbO-0.024706
HbR-0.010173
HRF StimA 3S1D1HbO0.278128
HbR-0.060924
S1D2HbO0.006456
HbR0.033273
HRF StimA 4S1D1HbO0.479033
HbR-0.145794
S1D2HbO0.003083
HbR-0.030211
HRF StimA 5S1D1HbO0.257484
HbR-0.028379
S1D2HbO-0.013243
HbR0.011703
HRF StimA 6S1D1HbO0.217639
HbR-0.075402
S1D2HbO0.008424
HbR-0.000376
HRF StimB 0S1D1HbO-0.007058
HbR0.010253
S1D2HbO0.009083
HbR0.009666
HRF StimB 1S1D1HbO0.020904
HbR-0.024451
S1D2HbO-0.023619
HbR-0.020743
HRF StimB 2S1D1HbO-0.039107
HbR0.026859
S1D2HbO0.174166
HbR-0.034008
HRF StimB 3S1D1HbO0.044486
HbR-0.039767
S1D2HbO0.177194
HbR-0.050843
HRF StimB 4S1D1HbO-0.041774
HbR0.039518
S1D2HbO0.368676
HbR-0.089604
HRF StimB 5S1D1HbO0.017551
HbR-0.019793
S1D2HbO0.168519
HbR-0.034334
HRF StimB 6S1D1HbO0.000819
HbR0.010185
S1D2HbO0.172394
HbR-0.045386
Drift 0S1D1HbO0.502276
HbR0.498375
S1D2HbO0.251589
HbR0.250017
\n", - "
" - ], - "text/plain": [ - " betas_S1D1\n", - "regressor channel chromo \n", - "HRF StimA 0 S1D1 HbO -0.001390\n", - " HbR -0.009949\n", - " S1D2 HbO -0.021653\n", - " HbR 0.000936\n", - "HRF StimA 1 S1D1 HbO -0.001548\n", - " HbR 0.002196\n", - " S1D2 HbO 0.027697\n", - " HbR -0.005346\n", - "HRF StimA 2 S1D1 HbO 0.198892\n", - " HbR -0.040824\n", - " S1D2 HbO -0.024706\n", - " HbR -0.010173\n", - "HRF StimA 3 S1D1 HbO 0.278128\n", - " HbR -0.060924\n", - " S1D2 HbO 0.006456\n", - " HbR 0.033273\n", - "HRF StimA 4 S1D1 HbO 0.479033\n", - " HbR -0.145794\n", - " S1D2 HbO 0.003083\n", - " HbR -0.030211\n", - "HRF StimA 5 S1D1 HbO 0.257484\n", - " HbR -0.028379\n", - " S1D2 HbO -0.013243\n", - " HbR 0.011703\n", - "HRF StimA 6 S1D1 HbO 0.217639\n", - " HbR -0.075402\n", - " S1D2 HbO 0.008424\n", - " HbR -0.000376\n", - "HRF StimB 0 S1D1 HbO -0.007058\n", - " HbR 0.010253\n", - " S1D2 HbO 0.009083\n", - " HbR 0.009666\n", - "HRF StimB 1 S1D1 HbO 0.020904\n", - " HbR -0.024451\n", - " S1D2 HbO -0.023619\n", - " HbR -0.020743\n", - "HRF StimB 2 S1D1 HbO -0.039107\n", - " HbR 0.026859\n", - " S1D2 HbO 0.174166\n", - " HbR -0.034008\n", - "HRF StimB 3 S1D1 HbO 0.044486\n", - " HbR -0.039767\n", - " S1D2 HbO 0.177194\n", - " HbR -0.050843\n", - "HRF StimB 4 S1D1 HbO -0.041774\n", - " HbR 0.039518\n", - " S1D2 HbO 0.368676\n", - " HbR -0.089604\n", - "HRF StimB 5 S1D1 HbO 0.017551\n", - " HbR -0.019793\n", - " S1D2 HbO 0.168519\n", - " HbR -0.034334\n", - "HRF StimB 6 S1D1 HbO 0.000819\n", - " HbR 0.010185\n", - " S1D2 HbO 0.172394\n", - " HbR -0.045386\n", - "Drift 0 S1D1 HbO 0.502276\n", - " HbR 0.498375\n", - " S1D2 HbO 0.251589\n", - " HbR 0.250017" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# translate the xr.DataArray into a pd.DataFrame which are displayed as tables\n", - "display(betas.rename(\"betas_S1D1\").to_dataframe())" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray (time: 2400, channel: 2, chromo: 2)> Size: 77kB\n",
-       "0.5023 0.4984 0.2516 0.25 0.5023 0.4984 ... 0.25 0.5023 0.4984 0.2516 0.25\n",
-       "Coordinates:\n",
-       "  * time     (time) float64 19kB 0.0 0.1 0.2 0.3 0.4 ... 239.6 239.7 239.8 239.9\n",
-       "  * chromo   (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * channel  (channel) <U4 32B 'S1D1' 'S1D2'
" - ], - "text/plain": [ - " Size: 77kB\n", - "0.5023 0.4984 0.2516 0.25 0.5023 0.4984 ... 0.25 0.5023 0.4984 0.2516 0.25\n", - "Coordinates:\n", - " * time (time) float64 19kB 0.0 0.1 0.2 0.3 0.4 ... 239.6 239.7 239.8 239.9\n", - " * chromo (chromo) " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "pred = glm.predict(ts, betas, dm_other, channel_wise_regressors_other)\n", - "display(pred)\n", - "plot_data_to_fit_comparison(ts, pred, stim_other)\n", - "\n", - "\n", - "pred = glm.predict(\n", - " ts,\n", - " betas.sel(regressor=betas.regressor.str.startswith(\"HRF Stim\")),\n", - " dm_other,\n", - " channel_wise_regressors_other,\n", - ")\n", - "plot_data_to_fit_comparison(ts, pred, stim_other)\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "cedalion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.8" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/43_crs_and_headmodel.ipynb b/examples/43_crs_and_headmodel.ipynb deleted file mode 100644 index 96dc1d6..0000000 --- a/examples/43_crs_and_headmodel.ipynb +++ /dev/null @@ -1,1521 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Head Models and Coordinate Reference Systems (CRS)" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import pyvista as pv\n", - "#pv.set_jupyter_backend('server')\n", - "pv.set_jupyter_backend('static')\n", - "\n", - "import os\n", - "import xarray as xr\n", - "\n", - "import cedalion\n", - "import cedalion.io\n", - "import cedalion.plots\n", - "import cedalion.datasets\n", - "import cedalion.imagereco.forward_model as fw\n", - "\n", - "xr.set_options(display_expand_data=False);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Loading the ICBM-152 head model\n", - "\n", - "- the `TwoSurfaceHeadModel` holds the segmented MRT image and derived cortex and scalp surfaces\n", - "- we provide functionality to derive these surfaces from the masks or to load them from files" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# load pathes to segmentation data for the icbm-152 atlas\n", - "SEG_DATADIR, mask_files, landmarks_file = cedalion.datasets.get_icbm152_segmentation()\n", - "\n", - "# create forward model class for icbm152 atlas\n", - "head_icbm152 = fw.TwoSurfaceHeadModel.from_surfaces(\n", - " segmentation_dir=SEG_DATADIR,\n", - " mask_files=mask_files,\n", - " brain_surface_file=os.path.join(SEG_DATADIR, \"mask_brain.obj\"),\n", - " landmarks_ras_file=landmarks_file,\n", - " brain_face_count=None,\n", - " scalp_face_count=None,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualization" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/jpeg": 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A simple Linear Discriminant Analysis (LDA) classifier is trained to distinguish left and right fingertapping.\n", - "\n", - "**PLEASE NOTE:** For simplicity's sake we are skipping many preprocessing steps (e.g. pruning, artifact removal, physiology removal). These are subject of other example notebooks. For a rigorous analysis you will want to include such steps. The purpose of this notebook is only to demonstrate easy interfacing of the scikit learn package. " - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "import cedalion\n", - "import cedalion.nirs\n", - "from cedalion.datasets import get_multisubject_fingertapping_snirf_paths\n", - "import cedalion.sigproc.quality as quality\n", - "import cedalion.plots as plots\n", - "import numpy as np\n", - "import xarray as xr\n", - "import matplotlib.pyplot as p\n", - "\n", - "from sklearn.preprocessing import LabelEncoder\n", - "from sklearn.discriminant_analysis import LinearDiscriminantAnalysis\n", - "from sklearn.model_selection import train_test_split, cross_val_score, cross_val_predict, StratifiedKFold\n", - "from sklearn.metrics import accuracy_score,roc_curve, roc_auc_score, auc\n", - "\n", - "xr.set_options(display_max_rows=3, display_values_threshold=50)\n", - "np.set_printoptions(precision=4)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Loading raw CW-NIRS data from a SNIRF file\n", - "\n", - "This notebook uses a finger-tapping dataset in BIDS layout provided by [Rob Luke](https://github.com/rob-luke/BIDS-NIRS-Tapping). It can can be downloaded via `cedalion.datasets`." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Cedalion's `read_snirf` method returns a list of `Recording` objects. These are containers for timeseries and adjunct data objects." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fnames = get_multisubject_fingertapping_snirf_paths()\n", - "subjects = [f\"sub-{i:02d}\" for i in [1, 2, 3]]\n", - "\n", - "# store data of different subjects in a dictionary\n", - "data = {}\n", - "for subject, fname in zip(subjects, fnames):\n", - " records = cedalion.io.read_snirf(fname)\n", - " rec = records[0]\n", - " display(rec)\n", - "\n", - " # Cedalion registers an accessor (attribute .cd ) on pandas DataFrames.\n", - " # Use this to rename trial_types inplace.\n", - " rec.stim.cd.rename_events(\n", - " {\"1.0\": \"control\", \"2.0\": \"Tapping/Left\", \"3.0\": \"Tapping/Right\"}\n", - " )\n", - "\n", - " dpf = xr.DataArray(\n", - " [6, 6],\n", - " dims=\"wavelength\",\n", - " coords={\"wavelength\": rec[\"amp\"].wavelength},\n", - " )\n", - "\n", - " rec[\"od\"] = -np.log(rec[\"amp\"] / rec[\"amp\"].mean(\"time\")),\n", - " rec[\"conc\"] = cedalion.nirs.beer_lambert(rec[\"amp\"], rec.geo3d, dpf)\n", - "\n", - " data[subject] = rec" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Illustrate the dataset of one subject" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "display(data[\"sub-01\"])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Frequency filtering and splitting into epochs" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "for subject, rec in data.items():\n", - " # cedalion registers the accessor .cd on DataArrays\n", - " # to provide common functionality like frequency filters...\n", - " rec[\"conc_freqfilt\"] = rec[\"conc\"].cd.freq_filter(\n", - " fmin=0.01, fmax=0.5, butter_order=4\n", - " )\n", - "\n", - " # ... or epoch splitting\n", - " rec[\"cfepochs\"] = rec[\"conc_freqfilt\"].cd.to_epochs(\n", - " rec.stim, # stimulus dataframe\n", - " [\"Tapping/Left\", \"Tapping/Right\"], # select events\n", - " before=5, # seconds before stimulus\n", - " after=20, # seconds after stimulus\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot frequency filtered data\n", - "Illustrate for a single subject and channel the effect of the bandpass filter." - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rec = data[\"sub-01\"]\n", - "channel = \"S5D7\"\n", - "\n", - "f, ax = p.subplots(2, 1, figsize=(12, 4), sharex=True)\n", - "ax[0].plot(rec[\"conc\"].time, rec[\"conc\"].sel(channel=channel, chromo=\"HbO\"), \"r-\", label=\"HbO\")\n", - "ax[0].plot(rec[\"conc\"].time, rec[\"conc\"].sel(channel=channel, chromo=\"HbR\"), \"b-\", label=\"HbR\")\n", - "ax[1].plot(\n", - " rec[\"conc_freqfilt\"].time,\n", - " rec[\"conc_freqfilt\"].sel(channel=channel, chromo=\"HbO\"),\n", - " \"r-\",\n", - " label=\"HbO\",\n", - ")\n", - "ax[1].plot(\n", - " rec[\"conc_freqfilt\"].time,\n", - " rec[\"conc_freqfilt\"].sel(channel=channel, chromo=\"HbR\"),\n", - " \"b-\",\n", - " label=\"HbR\",\n", - ")\n", - "ax[0].set_xlim(1000, 1100)\n", - "ax[1].set_xlabel(\"time / s\")\n", - "ax[0].set_ylabel(\"$\\Delta c$ / $\\mu M$\")\n", - "ax[1].set_ylabel(\"$\\Delta c$ / $\\mu M$\")\n", - "ax[0].legend(loc=\"upper left\")\n", - "ax[1].legend(loc=\"upper left\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Baseline removal" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "for subject, rec in data.items():\n", - " # calculate baseline\n", - " baseline_conc = rec[\"cfepochs\"].sel(reltime=(rec[\"cfepochs\"].reltime < 0)).mean(\"reltime\")\n", - " # subtract baseline\n", - " rec[\"cfbl_epochs\"] = rec[\"cfepochs\"] - baseline_conc" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray 'concentration' (epoch: 60, chromo: 2, channel: 28,\n",
-       "                                   reltime: 196)> Size: 5MB\n",
-       "<Quantity([[[[ 5.6399e-02  5.8440e-02  5.9971e-02 ...  8.4053e-02  5.7785e-02\n",
-       "     3.0591e-02]\n",
-       "   [ 6.5913e-02  6.6317e-02  6.6212e-02 ... -8.4743e-02 -9.1544e-02\n",
-       "    -9.6682e-02]\n",
-       "   [ 3.2711e-02  3.8240e-02  4.3175e-02 ... -7.6762e-02 -9.1897e-02\n",
-       "    -1.0714e-01]\n",
-       "   ...\n",
-       "   [ 4.5666e-02  5.2519e-02  5.8490e-02 ... -4.2794e-01 -4.4735e-01\n",
-       "    -4.6583e-01]\n",
-       "   [ 4.4105e-02  4.6513e-02  4.8774e-02 ... -6.4915e-01 -6.5702e-01\n",
-       "    -6.6409e-01]\n",
-       "   [ 4.9091e-02  5.0023e-02  5.2409e-02 ... -3.7885e-01 -3.9675e-01\n",
-       "    -4.1303e-01]]\n",
-       "\n",
-       "  [[ 2.5081e-02  1.5802e-02  6.6139e-03 ... -1.9728e-01 -1.9464e-01\n",
-       "    -1.8887e-01]\n",
-       "   [ 5.1305e-03  8.1378e-03  1.1146e-02 ... -1.2852e-01 -1.3477e-01\n",
-       "    -1.3996e-01]\n",
-       "   [ 2.7624e-02  2.3426e-02  1.9616e-02 ... -2.0702e-01 -2.0602e-01\n",
-       "    -2.0372e-01]\n",
-       "...\n",
-       "   [ 1.4664e-01  1.5583e-01  1.6323e-01 ... -7.5917e-02 -6.9245e-02\n",
-       "    -6.2012e-02]\n",
-       "   [-4.9167e-01 -4.3497e-01 -3.7903e-01 ... -1.3262e+00 -1.3239e+00\n",
-       "    -1.3214e+00]\n",
-       "   [ 2.8546e-01  2.7940e-01  2.7309e-01 ... -2.1708e-01 -2.1742e-01\n",
-       "    -2.1840e-01]]\n",
-       "\n",
-       "  [[ 4.3021e-02  3.5256e-02  2.6961e-02 ... -6.1753e-02 -6.1748e-02\n",
-       "    -6.2594e-02]\n",
-       "   [ 3.7140e-02  3.4811e-02  3.1369e-02 ... -9.4542e-02 -9.1955e-02\n",
-       "    -8.8309e-02]\n",
-       "   [ 8.7445e-03 -4.0919e-04 -7.9067e-03 ... -1.0616e-01 -1.0208e-01\n",
-       "    -9.7628e-02]\n",
-       "   ...\n",
-       "   [ 1.2832e-02  7.8763e-03  2.6368e-03 ... -1.0371e-01 -1.0252e-01\n",
-       "    -1.0218e-01]\n",
-       "   [-2.1209e-02 -1.2630e-02 -3.6352e-03 ... -3.1036e-01 -3.0263e-01\n",
-       "    -2.9583e-01]\n",
-       "   [ 6.9477e-02  6.4419e-02  5.8657e-02 ... -1.1099e-01 -1.0738e-01\n",
-       "    -1.0441e-01]]]], 'micromolar')>\n",
-       "Coordinates: (3/6)\n",
-       "  * chromo      (chromo) <U3 24B 'HbO' 'HbR'\n",
-       "  * channel     (channel) object 224B 'S1D1' 'S1D2' 'S1D3' ... 'S8D8' 'S8D16'\n",
-       "    ...          ...\n",
-       "    trial_type  (epoch) object 480B 'Tapping/Left' ... 'Tapping/Right'\n",
-       "Dimensions without coordinates: epoch
" - ], - "text/plain": [ - " Size: 5MB\n", - "\n", - "Coordinates: (3/6)\n", - " * chromo (chromo) " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "f, ax = p.subplots(5, 6, figsize=(12, 10))\n", - "ax = ax.flatten()\n", - "for i_ch, ch in enumerate(blockaverage.channel):\n", - " for ls, trial_type in zip([\"-\", \"--\"], blockaverage.trial_type):\n", - " ax[i_ch].plot(\n", - " blockaverage.reltime,\n", - " blockaverage.sel(chromo=\"HbO\", trial_type=trial_type, channel=ch),\n", - " \"r\",\n", - " lw=2,\n", - " ls=ls,\n", - " )\n", - " ax[i_ch].plot(\n", - " blockaverage.reltime,\n", - " blockaverage.sel(chromo=\"HbR\", trial_type=trial_type, channel=ch),\n", - " \"b\",\n", - " lw=2,\n", - " ls=ls,\n", - " )\n", - " ax[i_ch].grid(1)\n", - " ax[i_ch].set_title(ch.values)\n", - " ax[i_ch].set_ylim(-0.3, 0.6)\n", - "\n", - "# add legend\n", - "ax[0].legend([\"HbO Tapping/Left\", \"HbR Tapping/Left\", \"HbO Tapping/Right\", \"HbR Tapping/Right\"])\n", - "p.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Training a LDA classifier with Scikit-Learn\n", - "### Feature Extraction\n", - "We use very simple min, max and avg features." - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [], - "source": [ - "for subject, rec in data.items():\n", - "\n", - " # avg signal between 0 and 10 seconds after stimulus onset\n", - " fmean = rec[\"cfbl_epochs\"].sel(reltime=slice(0, 10)).mean(\"reltime\")\n", - " # min signal between 0 and 15 seconds after stimulus onset\n", - " fmin = rec[\"cfbl_epochs\"].sel(reltime=slice(0, 15)).min(\"reltime\")\n", - " # max signal between 0 and 15 seconds after stimulus onset\n", - " fmax = rec[\"cfbl_epochs\"].sel(reltime=slice(0, 15)).max(\"reltime\")\n", - " \n", - " # concatenate features and stack them into a single dimension\n", - " X = xr.concat([fmean, fmin, fmax], dim=\"reltime\")\n", - " X = X.stack(features=[\"chromo\", \"channel\", \"reltime\"])\n", - "\n", - " # strip units. sklearn would strip them anyway and issue a warning about it.\n", - " X = X.pint.dequantify()\n", - "\n", - " # need to manually tell xarray to create an index for trial_type\n", - " X = X.set_xindex(\"trial_type\")\n", - "\n", - " # save in recording container\n", - " rec.aux_obj[\"X\"] = X" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray 'concentration' (epoch: 60, features: 168)> Size: 81kB\n",
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-       "       [ 0.0383, -0.3366,  0.2726, ...,  0.0159, -0.0366,  0.0607],\n",
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-       "       [ 0.0769, -0.3463,  0.4423, ..., -0.0646, -0.1659, -0.0157]])\n",
-       "Coordinates: (3/7)\n",
-       "    source      (features) object 1kB 'S1' 'S1' 'S1' 'S1' ... 'S8' 'S8' 'S8'\n",
-       "    detector    (features) object 1kB 'D1' 'D1' 'D1' 'D2' ... 'D16' 'D16' 'D16'\n",
-       "    ...          ...\n",
-       "  * reltime     (features) int64 1kB 0 1 2 0 1 2 0 1 2 0 ... 2 0 1 2 0 1 2 0 1 2\n",
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-       "Attributes:\n",
-       "    units:    micromolar
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<xarray.DataArray 'trial_type' (epoch: 60)> Size: 240B\n",
-       "array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
-       "       0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
-       "       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1])\n",
-       "Coordinates:\n",
-       "  * trial_type  (epoch) object 480B 'Tapping/Left' ... 'Tapping/Right'\n",
-       "Dimensions without coordinates: epoch
" - ], - "text/plain": [ - " Size: 240B\n", - "array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", - " 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n", - " 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1])\n", - "Coordinates:\n", - " * trial_type (epoch) object 480B 'Tapping/Left' ... 'Tapping/Right'\n", - "Dimensions without coordinates: epoch" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Encode labels for use in scikit-learn\n", - "for subject, rec in data.items():\n", - " rec.aux_obj[\"y\"] = xr.apply_ufunc(LabelEncoder().fit_transform, rec.aux_obj[\"X\"].trial_type)\n", - "\n", - "display(data[\"sub-01\"].aux_obj[\"y\"]) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Train LDA classifier for each subject using 5-fold cross-validation" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cross-validated accuracy for subject sub-01: 0.82\n", - "Cross-validated accuracy for subject sub-02: 0.68\n", - "Cross-validated accuracy for subject sub-03: 0.53\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'Subject')" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# initialize dictionaries for key metrics for each subject to plot\n", - "scores = {}\n", - "fpr = {}\n", - "tpr = {}\n", - "roc_auc = {}\n", - "\n", - "for subject, rec in data.items():\n", - "\n", - " X = rec.aux_obj[\"X\"]\n", - " y = rec.aux_obj[\"y\"]\n", - " classifier = LinearDiscriminantAnalysis(n_components=1)\n", - " \n", - " # Define the cross-validation strategy (e.g., stratified k-fold with 5 folds)\n", - " cv = StratifiedKFold(n_splits=5)\n", - " \n", - " # Perform cross-validation and get accuracy scores\n", - " scores[subject] = cross_val_score(classifier, X, y, cv=cv, scoring='accuracy')\n", - " # Get predicted probabilities using cross-validation\n", - " pred_prob = cross_val_predict(classifier, X, y, cv=cv, method='predict_proba')[:, 1]\n", - " \n", - " # Calculate ROC curve and AUC\n", - " fpr[subject], tpr[subject], thresholds = roc_curve(y, pred_prob)\n", - " roc_auc[subject] = auc(fpr[subject], tpr[subject])\n", - " \n", - "\n", - " # Print the mean accuracy across folds\n", - " print(f\"Cross-validated accuracy for subject {subject}: {scores[subject].mean():.2f}\")\n", - "\n", - "# barplot of accuracies\n", - "f, ax = p.subplots()\n", - "ax.bar(data.keys(), [scores.mean() for scores in scores.values()])\n", - "ax.set_ylabel(\"Accuracy\")\n", - "ax.set_xlabel(\"Subject\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot ROC curves for subjects" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Initialize the ROC plot\n", - "p.figure(figsize=(10, 8))\n", - "# Train classifier and plot ROC curve for each subject\n", - "for subject, rec in data.items():\n", - " # Plotting the ROC curve\n", - " p.plot(fpr[subject], tpr[subject], lw=2, label=f'Subject {subject} (AUC = {roc_auc[subject]:.2f})')\n", - "# Plot the diagonal line for random guessing\n", - "p.plot([0, 1], [0, 1], color='gray', linestyle='--')\n", - " # Adding labels and title\n", - "p.xlabel('False Positive Rate')\n", - "p.ylabel('True Positive Rate')\n", - "p.title('ROC Curves for All Subjects')\n", - "p.legend(loc='lower right')\n", - "p.grid(True)\n", - "p.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/PCArecurse_motion_correct.ipynb b/examples/PCArecurse_motion_correct.ipynb index 670b471..0aaa960 100644 --- a/examples/PCArecurse_motion_correct.ipynb +++ b/examples/PCArecurse_motion_correct.ipynb @@ -2,8 +2,8 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, - "id": "773ef4aa", + "execution_count": null, + "id": "0", "metadata": {}, "outputs": [], "source": [ @@ -24,31 +24,10 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "d2d29061", + "execution_count": null, + "id": "1", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Signal intensity / a.u.')" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# get example finger tapping dataset\n", "snirf_element = datasets.get_fingertapping()\n", @@ -75,7 +54,7 @@ }, { "cell_type": "markdown", - "id": "33ee847e", + "id": "2", "metadata": {}, "source": [ "# Detect motion and perform PCA filtering \n", @@ -85,8 +64,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "973dcf0c", + "execution_count": null, + "id": "3", "metadata": {}, "outputs": [], "source": [ @@ -109,31 +88,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "9031cd39", + "execution_count": null, + "id": "4", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Optical density / a.u.')" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# plot difference between uncorrected OD and after PCA filter correction\n", "f,ax = p.subplots(1,1, figsize=(12,4))\n", @@ -146,7 +104,7 @@ }, { "cell_type": "markdown", - "id": "a53f438c", + "id": "5", "metadata": {}, "source": [ "# Iterative PCA filtering \n", @@ -156,24 +114,10 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "cb893ffb", + "execution_count": null, + "id": "6", "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[22], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m maxIter \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m5\u001b[39m\n\u001b[0;32m----> 3\u001b[0m od_cleaned_fully, svs, nSV, tInc \u001b[38;5;241m=\u001b[39m \u001b[43mmotion_correct_PCA_recurse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfNIRSdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mt_motion\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mt_motion\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mt_mask\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mt_mask\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mstdev_thresh\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstdev_thresh\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mamp_thresh\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mamp_thresh\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnSV\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnSV\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmaxIter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmaxIter\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/Documents/cedalion/src/cedalion/sigproc/motion_correct.py:510\u001b[0m, in \u001b[0;36mmotion_correct_PCA_recurse\u001b[0;34m(fNIRSdata, t_motion, t_mask, stdev_thresh, amp_thresh, nSV, maxIter)\u001b[0m\n\u001b[1;32m 506\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28msum\u001b[39m(tInc\u001b[38;5;241m.\u001b[39mvalues) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m nI \u001b[38;5;241m<\u001b[39m maxIter:\n\u001b[1;32m 508\u001b[0m nI \u001b[38;5;241m=\u001b[39m nI\u001b[38;5;241m+\u001b[39m\u001b[38;5;241m1\u001b[39m\n\u001b[0;32m--> 510\u001b[0m fNIRSdata_cleaned, nSV, svs \u001b[38;5;241m=\u001b[39m \u001b[43mmotion_correct_PCA\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfNIRSdata_cleaned\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtInc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnSV\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnSV\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 513\u001b[0m tIncCh \u001b[38;5;241m=\u001b[39m id_motion(fNIRSdata_cleaned, t_motion, t_mask, stdev_thresh, amp_thresh)\n\u001b[1;32m 514\u001b[0m tInc \u001b[38;5;241m=\u001b[39m id_motion_refine(tIncCh, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mall\u001b[39m\u001b[38;5;124m'\u001b[39m)[\u001b[38;5;241m0\u001b[39m]\n", - "File \u001b[0;32m~/Documents/cedalion/src/cedalion/sigproc/motion_correct.py:407\u001b[0m, in \u001b[0;36mmotion_correct_PCA\u001b[0;34m(fNIRSdata, tInc, nSV)\u001b[0m\n\u001b[1;32m 404\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m1\u001b[39m,svs\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m]):\n\u001b[1;32m 405\u001b[0m svsc[idx] \u001b[38;5;241m=\u001b[39m svsc[idx\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m+\u001b[39m svs[idx]\n\u001b[0;32m--> 407\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m nSV \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m1\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m nSV \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 408\u001b[0m ev \u001b[38;5;241m=\u001b[39m svsc \u001b[38;5;241m<\u001b[39m nSV\n\u001b[1;32m 409\u001b[0m nSV \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mwhere(ev \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m)[\u001b[38;5;241m0\u001b[39m][\u001b[38;5;241m0\u001b[39m] \n", - "\u001b[0;31mValueError\u001b[0m: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()" - ] - } - ], + "outputs": [], "source": [ "maxIter = 5\n", "\n", @@ -184,32 +128,10 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "4c154425", + "execution_count": null, + "id": "7", "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'od_cleaned_fully' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[21], line 4\u001b[0m\n\u001b[1;32m 2\u001b[0m f,ax \u001b[38;5;241m=\u001b[39m p\u001b[38;5;241m.\u001b[39msubplots(\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m1\u001b[39m, figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m12\u001b[39m,\u001b[38;5;241m4\u001b[39m))\n\u001b[1;32m 3\u001b[0m ax\u001b[38;5;241m.\u001b[39mplot( data\u001b[38;5;241m.\u001b[39mod\u001b[38;5;241m.\u001b[39mtime, data\u001b[38;5;241m.\u001b[39mod\u001b[38;5;241m.\u001b[39msel(channel\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mS1D1\u001b[39m\u001b[38;5;124m\"\u001b[39m, wavelength\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m760\u001b[39m\u001b[38;5;124m\"\u001b[39m), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb-\u001b[39m\u001b[38;5;124m\"\u001b[39m, label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m850nm OD\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m----> 4\u001b[0m ax\u001b[38;5;241m.\u001b[39mplot( \u001b[43mod_cleaned_fully\u001b[49m\u001b[38;5;241m.\u001b[39mtime, od_cleaned_fully\u001b[38;5;241m.\u001b[39msel(channel\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mS1D1\u001b[39m\u001b[38;5;124m\"\u001b[39m, wavelength\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m760\u001b[39m\u001b[38;5;124m\"\u001b[39m), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mg-\u001b[39m\u001b[38;5;124m\"\u001b[39m, label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m850nm OD post PCA filtering\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 5\u001b[0m p\u001b[38;5;241m.\u001b[39mlegend()\n\u001b[1;32m 6\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_xlabel(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtime / s\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'od_cleaned_fully' is not defined" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# plot difference between uncorrected OD and after iterative PCA filter correction\n", "f,ax = p.subplots(1,1, figsize=(12,4))\n", @@ -223,7 +145,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42b054f4", + "id": "8", "metadata": {}, "outputs": [], "source": [] diff --git a/examples/finger_tapping_full_pipeline.ipynb b/examples/finger_tapping_full_pipeline.ipynb index 48a445a..2d712ce 100644 --- a/examples/finger_tapping_full_pipeline.ipynb +++ b/examples/finger_tapping_full_pipeline.ipynb @@ -9,17 +9,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3.11.9 | packaged by conda-forge | (main, Apr 19 2024, 18:27:10) [MSC v.1938 64 bit (AMD64)]\n" - ] - } - ], + "outputs": [], "source": [ "import time\n", "import sys\n", @@ -91,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +112,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -142,24 +134,9 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "30d925509be947c29076fd0271433d38", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Widget(value='